warning: commands will be executed using /bin/sh
job 5356 at Sun Mar  1 11:35:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse33-150223/YutaMouse33-150223/YutaMouse33-150223
ElecNo	4
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
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 20.90 and 31.35 GB of RAM.
Memory request: 10.45 GB would take us to total of 10.45 GB.
----------------------------------------------------------
Loaded 4659843 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 3.48 GB would take us to total of 13.94 GB.
------ Running on subset of 1553281 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 1 (7490 points): Lose 379.651747 but Gain 2316.580504
Iteration 0F (61.280000 sec): 19 clusters
  Score: Raw -158030152.368879 + Penalty 41698.449076 = -157988453.919803
  nChanged 1470795
Iteration 1F (87.950000 sec): 19 clusters
  Score: Raw -166845688.823692 + Penalty 41698.449076 = -166803990.374616
  nChanged 691987
Iteration 2F (114.430000 sec): 19 clusters
  Score: Raw -169831971.987669 + Penalty 41698.449076 = -169790273.538593
  nChanged 483298
Iteration 3F (141.740000 sec): 19 clusters
  Score: Raw -171162209.859770 + Penalty 41698.449076 = -171120511.410695
  nChanged 266044
Iteration 4F (188.370000 sec): 19 clusters
  Score: Raw -171591208.520213 + Penalty 41698.449076 = -171549510.071137
  nChanged 157130
Iteration 5F (220.350000 sec): 19 clusters
  Score: Raw -171826203.322732 + Penalty 41698.449076 = -171784504.873656
  nChanged 115704
Iteration 6F (245.690000 sec): 19 clusters
  Score: Raw -171975783.926398 + Penalty 41698.449076 = -171934085.477322
  nChanged 86396
Iteration 7F (270.610000 sec): 19 clusters
  Score: Raw -172067574.697967 + Penalty 41698.449076 = -172025876.248891
  nChanged 71661
Iteration 8Q (278.480000 sec): 19 clusters
  Score: Raw -172139785.649431 + Penalty 41698.449076 = -172098087.200355
  nChanged 66652
Iteration 9Q (286.240000 sec): 19 clusters
  Score: Raw -172212459.239971 + Penalty 41698.449076 = -172170760.790896
  nChanged 66485
Iteration 10Q (293.810000 sec): 19 clusters
  Score: Raw -172286765.544609 + Penalty 41698.449076 = -172245067.095534
  nChanged 72494
Iteration 11Q (301.910000 sec): 19 clusters
  Score: Raw -172355875.001297 + Penalty 41698.449076 = -172314176.552221
  nChanged 73923
Iteration 12Q (309.730000 sec): 19 clusters
  Score: Raw -172425384.555386 + Penalty 41698.449076 = -172383686.106310
  nChanged 71846
Iteration 13Q (317.360000 sec): 19 clusters
  Score: Raw -172489169.151370 + Penalty 41698.449076 = -172447470.702294
  nChanged 65983
Iteration 14Q (324.760000 sec): 19 clusters
  Score: Raw -172546995.663867 + Penalty 41698.449076 = -172505297.214791
  nChanged 59999
Iteration 15Q (331.770000 sec): 19 clusters
  Score: Raw -172601323.111144 + Penalty 41698.449076 = -172559624.662068
  nChanged 52882
Iteration 16Q (339.010000 sec): 19 clusters
  Score: Raw -172646751.179061 + Penalty 41698.449076 = -172605052.729985
  nChanged 43093
Iteration 17Q (345.800000 sec): 19 clusters
  Score: Raw -172685283.545438 + Penalty 41698.449076 = -172643585.096362
  nChanged 35140
Iteration 18Q (352.340000 sec): 19 clusters
  Score: Raw -172724307.279172 + Penalty 41698.449076 = -172682608.830096
  nChanged 30086
Iteration 19Q (358.670000 sec): 19 clusters
  Score: Raw -172763903.334220 + Penalty 41698.449076 = -172722204.885144
  nChanged 25994
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -172763903.334220 + Penalty 41698.449076 = -172722204.885144
Memory request: 0.13 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (58435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (365.020000 sec): 2 clusters
  Score: Raw -6776287.832146 + Penalty 1783.546424 = -6774504.285722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (365.160000 sec): 3 clusters
  Score: Raw -6739147.634503 + Penalty 3567.092849 = -6735580.541654
  nChanged 27673
		SP:Iteration 1F (365.310000 sec): 3 clusters
  Score: Raw -6757161.217790 + Penalty 3567.092849 = -6753594.124941
  nChanged 3882
		SP:Iteration 2F (365.470000 sec): 3 clusters
  Score: Raw -6760124.031638 + Penalty 3567.092849 = -6756556.938789
  nChanged 4561
		SP:Iteration 3F (365.610000 sec): 3 clusters
  Score: Raw -6763385.569508 + Penalty 3567.092849 = -6759818.476659
  nChanged 4671
		SP:Iteration 4F (365.760000 sec): 3 clusters
  Score: Raw -6767122.929503 + Penalty 3567.092849 = -6763555.836654
  nChanged 4558
		SP:Iteration 5F (365.910000 sec): 3 clusters
  Score: Raw -6771473.177444 + Penalty 3567.092849 = -6767906.084595
  nChanged 3996
		SP:Iteration 6F (366.050000 sec): 3 clusters
  Score: Raw -6775668.807590 + Penalty 3567.092849 = -6772101.714741
  nChanged 2960
		SP:Iteration 7F (366.200000 sec): 3 clusters
  Score: Raw -6778283.530813 + Penalty 3567.092849 = -6774716.437964
  nChanged 1986
		SP:Iteration 8Q (366.340000 sec): 3 clusters
  Score: Raw -6779520.994296 + Penalty 3567.092849 = -6775953.901448
  nChanged 1281
		SP:Iteration 9Q (366.470000 sec): 3 clusters
  Score: Raw -6780051.114242 + Penalty 3567.092849 = -6776484.021393
  nChanged 802
		SP:Iteration 10Q (366.610000 sec): 3 clusters
  Score: Raw -6780292.511035 + Penalty 3567.092849 = -6776725.418186
  nChanged 600
		SP:Iteration 11Q (366.750000 sec): 3 clusters
  Score: Raw -6780439.725057 + Penalty 3567.092849 = -6776872.632208
  nChanged 420
		SP:Iteration 12Q (366.880000 sec): 3 clusters
  Score: Raw -6780529.057932 + Penalty 3567.092849 = -6776961.965084
  nChanged 367
		SP:Iteration 13Q (367.010000 sec): 3 clusters
  Score: Raw -6780609.702924 + Penalty 3567.092849 = -6777042.610075
  nChanged 352
		SP:Iteration 14Q (367.150000 sec): 3 clusters
  Score: Raw -6780683.299979 + Penalty 3567.092849 = -6777116.207130
  nChanged 326
		SP:Iteration 15Q (367.280000 sec): 3 clusters
  Score: Raw -6780754.998439 + Penalty 3567.092849 = -6777187.905590
  nChanged 318
		SP:Iteration 16Q (367.410000 sec): 3 clusters
  Score: Raw -6780820.544823 + Penalty 3567.092849 = -6777253.451974
  nChanged 287
		SP:Iteration 17Q (367.540000 sec): 3 clusters
  Score: Raw -6780876.456425 + Penalty 3567.092849 = -6777309.363576
  nChanged 244
		SP:Iteration 18Q (367.670000 sec): 3 clusters
  Score: Raw -6780917.134679 + Penalty 3567.092849 = -6777350.041830
  nChanged 235
		SP:Iteration 19Q (367.800000 sec): 3 clusters
  Score: Raw -6780954.648360 + Penalty 3567.092849 = -6777387.555511
  nChanged 225
		SP:Iteration 20F (367.950000 sec): 3 clusters
  Score: Raw -6780989.177423 + Penalty 3567.092849 = -6777422.084574
  nChanged 233
		SP:Iteration 21Q (368.070000 sec): 3 clusters
  Score: Raw -6781021.255662 + Penalty 3567.092849 = -6777454.162813
  nChanged 195
		SP:Iteration 22Q (368.210000 sec): 3 clusters
  Score: Raw -6781043.377223 + Penalty 3567.092849 = -6777476.284374
  nChanged 165
		SP:Iteration 23Q (368.340000 sec): 3 clusters
  Score: Raw -6781059.185696 + Penalty 3567.092849 = -6777492.092847
  nChanged 130
		SP:Iteration 24Q (368.470000 sec): 3 clusters
  Score: Raw -6781068.998930 + Penalty 3567.092849 = -6777501.906081
  nChanged 106
		SP:Iteration 25Q (368.600000 sec): 3 clusters
  Score: Raw -6781076.987644 + Penalty 3567.092849 = -6777509.894796
  nChanged 111
		SP:Iteration 26Q (368.730000 sec): 3 clusters
  Score: Raw -6781084.877578 + Penalty 3567.092849 = -6777517.784729
  nChanged 90
		SP:Iteration 27Q (368.860000 sec): 3 clusters
  Score: Raw -6781091.121374 + Penalty 3567.092849 = -6777524.028525
  nChanged 83
		SP:Iteration 28Q (368.990000 sec): 3 clusters
  Score: Raw -6781096.239143 + Penalty 3567.092849 = -6777529.146294
  nChanged 65
		SP:Iteration 29Q (369.130000 sec): 3 clusters
  Score: Raw -6781100.118263 + Penalty 3567.092849 = -6777533.025414
  nChanged 57
		SP:Iteration 30Q (369.260000 sec): 3 clusters
  Score: Raw -6781103.014275 + Penalty 3567.092849 = -6777535.921426
  nChanged 56
		SP:Iteration 31Q (369.390000 sec): 3 clusters
  Score: Raw -6781105.545989 + Penalty 3567.092849 = -6777538.453140
  nChanged 43
		SP:Iteration 32Q (369.530000 sec): 3 clusters
  Score: Raw -6781107.765271 + Penalty 3567.092849 = -6777540.672422
  nChanged 53
		SP:Iteration 33Q (369.670000 sec): 3 clusters
  Score: Raw -6781110.601793 + Penalty 3567.092849 = -6777543.508944
  nChanged 39
		SP:Iteration 34Q (369.800000 sec): 3 clusters
  Score: Raw -6781112.244927 + Penalty 3567.092849 = -6777545.152078
  nChanged 33
		SP:Iteration 35Q (369.930000 sec): 3 clusters
  Score: Raw -6781113.738836 + Penalty 3567.092849 = -6777546.645988
  nChanged 35
		SP:Iteration 36Q (370.060000 sec): 3 clusters
  Score: Raw -6781115.059476 + Penalty 3567.092849 = -6777547.966627
  nChanged 34
		SP:Iteration 37Q (370.190000 sec): 3 clusters
  Score: Raw -6781116.361167 + Penalty 3567.092849 = -6777549.268318
  nChanged 31
		SP:Iteration 38Q (370.330000 sec): 3 clusters
  Score: Raw -6781117.499848 + Penalty 3567.092849 = -6777550.406999
  nChanged 29
		SP:Iteration 39Q (370.450000 sec): 3 clusters
  Score: Raw -6781118.601543 + Penalty 3567.092849 = -6777551.508694
  nChanged 27
		SP:Iteration 40F (370.600000 sec): 3 clusters
  Score: Raw -6781119.624070 + Penalty 3567.092849 = -6777552.531221
  nChanged 18
		SP:Iteration 41Q (370.730000 sec): 3 clusters
  Score: Raw -6781120.143751 + Penalty 3567.092849 = -6777553.050903
  nChanged 13
		SP:Iteration 42Q (370.860000 sec): 3 clusters
  Score: Raw -6781120.560061 + Penalty 3567.092849 = -6777553.467212
  nChanged 12
		SP:Iteration 43Q (370.990000 sec): 3 clusters
  Score: Raw -6781120.878714 + Penalty 3567.092849 = -6777553.785865
  nChanged 10
		SP:Iteration 44Q (371.120000 sec): 3 clusters
  Score: Raw -6781121.200328 + Penalty 3567.092849 = -6777554.107479
  nChanged 7
		SP:Iteration 45Q (371.250000 sec): 3 clusters
  Score: Raw -6781121.430862 + Penalty 3567.092849 = -6777554.338013
  nChanged 7
		SP:Iteration 46Q (371.380000 sec): 3 clusters
  Score: Raw -6781121.593254 + Penalty 3567.092849 = -6777554.500405
  nChanged 3
		SP:Iteration 47Q (371.510000 sec): 3 clusters
  Score: Raw -6781121.660888 + Penalty 3567.092849 = -6777554.568039
  nChanged 3
		SP:Iteration 48Q (371.650000 sec): 3 clusters
  Score: Raw -6781121.724134 + Penalty 3567.092849 = -6777554.631285
  nChanged 4
		SP:Iteration 49Q (371.770000 sec): 3 clusters
  Score: Raw -6781121.849597 + Penalty 3567.092849 = -6777554.756748
  nChanged 9
		SP:Iteration 50Q (371.910000 sec): 3 clusters
  Score: Raw -6781122.023880 + Penalty 3567.092849 = -6777554.931031
  nChanged 6
		SP:Iteration 51Q (372.040000 sec): 3 clusters
  Score: Raw -6781122.128113 + Penalty 3567.092849 = -6777555.035264
  nChanged 1
		SP:Iteration 52Q (372.180000 sec): 3 clusters
  Score: Raw -6781122.139347 + Penalty 3567.092849 = -6777555.046498
  nChanged 0
		SP:Iteration 53F (372.330000 sec): 3 clusters
  Score: Raw -6781122.139347 + Penalty 3567.092849 = -6777555.046498
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 1.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (77263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (374.640000 sec): 2 clusters
  Score: Raw -8828347.687369 + Penalty 1828.932701 = -8826518.754669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (374.840000 sec): 3 clusters
  Score: Raw -8779041.025162 + Penalty 3657.865401 = -8775383.159761
  nChanged 36357
		SP:Iteration 1F (375.040000 sec): 3 clusters
  Score: Raw -8800992.103396 + Penalty 3657.865401 = -8797334.237995
  nChanged 4316
		SP:Iteration 2F (375.240000 sec): 3 clusters
  Score: Raw -8803890.795022 + Penalty 3657.865401 = -8800232.929621
  nChanged 5686
		SP:Iteration 3F (375.450000 sec): 3 clusters
  Score: Raw -8809784.993101 + Penalty 3657.865401 = -8806127.127699
  nChanged 7168
		SP:Iteration 4F (375.660000 sec): 3 clusters
  Score: Raw -8818159.760912 + Penalty 3657.865401 = -8814501.895511
  nChanged 7027
		SP:Iteration 5F (375.870000 sec): 3 clusters
  Score: Raw -8825851.071887 + Penalty 3657.865401 = -8822193.206486
  nChanged 6103
		SP:Iteration 6F (376.060000 sec): 3 clusters
  Score: Raw -8832310.353895 + Penalty 3657.865401 = -8828652.488494
  nChanged 4760
		SP:Iteration 7F (376.260000 sec): 3 clusters
  Score: Raw -8837067.984147 + Penalty 3657.865401 = -8833410.118746
  nChanged 3413
		SP:Iteration 8Q (376.460000 sec): 3 clusters
  Score: Raw -8840696.749541 + Penalty 3657.865401 = -8837038.884139
  nChanged 2297
		SP:Iteration 9Q (376.630000 sec): 3 clusters
  Score: Raw -8842519.772823 + Penalty 3657.865401 = -8838861.907422
  nChanged 1271
		SP:Iteration 10Q (376.810000 sec): 3 clusters
  Score: Raw -8842927.502179 + Penalty 3657.865401 = -8839269.636778
  nChanged 666
		SP:Iteration 11Q (376.980000 sec): 3 clusters
  Score: Raw -8843055.167689 + Penalty 3657.865401 = -8839397.302288
  nChanged 415
		SP:Iteration 12Q (377.150000 sec): 3 clusters
  Score: Raw -8843108.603037 + Penalty 3657.865401 = -8839450.737636
  nChanged 287
		SP:Iteration 13Q (377.320000 sec): 3 clusters
  Score: Raw -8843133.696536 + Penalty 3657.865401 = -8839475.831135
  nChanged 224
		SP:Iteration 14Q (377.490000 sec): 3 clusters
  Score: Raw -8843147.978023 + Penalty 3657.865401 = -8839490.112622
  nChanged 151
		SP:Iteration 15Q (377.660000 sec): 3 clusters
  Score: Raw -8843155.140450 + Penalty 3657.865401 = -8839497.275048
  nChanged 127
		SP:Iteration 16Q (377.840000 sec): 3 clusters
  Score: Raw -8843160.684610 + Penalty 3657.865401 = -8839502.819208
  nChanged 89
		SP:Iteration 17Q (378.010000 sec): 3 clusters
  Score: Raw -8843163.741164 + Penalty 3657.865401 = -8839505.875762
  nChanged 60
		SP:Iteration 18Q (378.170000 sec): 3 clusters
  Score: Raw -8843165.541755 + Penalty 3657.865401 = -8839507.676354
  nChanged 49
		SP:Iteration 19Q (378.350000 sec): 3 clusters
  Score: Raw -8843166.694901 + Penalty 3657.865401 = -8839508.829500
  nChanged 37
		SP:Iteration 20F (378.540000 sec): 3 clusters
  Score: Raw -8843167.372789 + Penalty 3657.865401 = -8839509.507388
  nChanged 16
		SP:Iteration 21Q (378.720000 sec): 3 clusters
  Score: Raw -8843167.604436 + Penalty 3657.865401 = -8839509.739034
  nChanged 18
		SP:Iteration 22Q (378.900000 sec): 3 clusters
  Score: Raw -8843167.941145 + Penalty 3657.865401 = -8839510.075744
  nChanged 13
		SP:Iteration 23Q (379.080000 sec): 3 clusters
  Score: Raw -8843168.110438 + Penalty 3657.865401 = -8839510.245037
  nChanged 10
		SP:Iteration 24Q (379.250000 sec): 3 clusters
  Score: Raw -8843168.257331 + Penalty 3657.865401 = -8839510.391930
  nChanged 10
		SP:Iteration 25Q (379.420000 sec): 3 clusters
  Score: Raw -8843168.458210 + Penalty 3657.865401 = -8839510.592808
  nChanged 16
		SP:Iteration 26Q (379.600000 sec): 3 clusters
  Score: Raw -8843168.715216 + Penalty 3657.865401 = -8839510.849815
  nChanged 11
		SP:Iteration 27Q (379.770000 sec): 3 clusters
  Score: Raw -8843168.910899 + Penalty 3657.865401 = -8839511.045498
  nChanged 10
		SP:Iteration 28Q (379.940000 sec): 3 clusters
  Score: Raw -8843169.045727 + Penalty 3657.865401 = -8839511.180326
  nChanged 8
		SP:Iteration 29Q (380.120000 sec): 3 clusters
  Score: Raw -8843169.125643 + Penalty 3657.865401 = -8839511.260242
  nChanged 5
		SP:Iteration 30Q (380.290000 sec): 3 clusters
  Score: Raw -8843169.183302 + Penalty 3657.865401 = -8839511.317901
  nChanged 3
		SP:Iteration 31Q (380.460000 sec): 3 clusters
  Score: Raw -8843169.222692 + Penalty 3657.865401 = -8839511.357291
  nChanged 4
		SP:Iteration 32Q (380.640000 sec): 3 clusters
  Score: Raw -8843169.285214 + Penalty 3657.865401 = -8839511.419813
  nChanged 4
		SP:Iteration 33Q (380.810000 sec): 3 clusters
  Score: Raw -8843169.357944 + Penalty 3657.865401 = -8839511.492543
  nChanged 6
		SP:Iteration 34Q (380.980000 sec): 3 clusters
  Score: Raw -8843169.464884 + Penalty 3657.865401 = -8839511.599483
  nChanged 8
		SP:Iteration 35Q (381.150000 sec): 3 clusters
  Score: Raw -8843169.549211 + Penalty 3657.865401 = -8839511.683810
  nChanged 5
		SP:Iteration 36Q (381.320000 sec): 3 clusters
  Score: Raw -8843169.599864 + Penalty 3657.865401 = -8839511.734463
  nChanged 7
		SP:Iteration 37Q (381.480000 sec): 3 clusters
  Score: Raw -8843169.674705 + Penalty 3657.865401 = -8839511.809303
  nChanged 6
		SP:Iteration 38Q (381.650000 sec): 3 clusters
  Score: Raw -8843169.751103 + Penalty 3657.865401 = -8839511.885701
  nChanged 3
		SP:Iteration 39Q (381.820000 sec): 3 clusters
  Score: Raw -8843169.771563 + Penalty 3657.865401 = -8839511.906162
  nChanged 3
		SP:Iteration 40F (382.030000 sec): 3 clusters
  Score: Raw -8843169.812135 + Penalty 3657.865401 = -8839511.946734
  nChanged 6
		SP:Iteration 41Q (382.200000 sec): 3 clusters
  Score: Raw -8843169.867598 + Penalty 3657.865401 = -8839512.002197
  nChanged 2
		SP:Iteration 42Q (382.370000 sec): 3 clusters
  Score: Raw -8843169.888061 + Penalty 3657.865401 = -8839512.022660
  nChanged 2
		SP:Iteration 43Q (382.540000 sec): 3 clusters
  Score: Raw -8843169.951587 + Penalty 3657.865401 = -8839512.086186
  nChanged 3
		SP:Iteration 44Q (382.710000 sec): 3 clusters
  Score: Raw -8843169.999453 + Penalty 3657.865401 = -8839512.134051
  nChanged 5
		SP:Iteration 45Q (382.880000 sec): 3 clusters
  Score: Raw -8843170.060670 + Penalty 3657.865401 = -8839512.195268
  nChanged 3
		SP:Iteration 46Q (383.050000 sec): 3 clusters
  Score: Raw -8843170.127514 + Penalty 3657.865401 = -8839512.262113
  nChanged 3
		SP:Iteration 47Q (383.220000 sec): 3 clusters
  Score: Raw -8843170.187127 + Penalty 3657.865401 = -8839512.321726
  nChanged 1
		SP:Iteration 48Q (383.390000 sec): 3 clusters
  Score: Raw -8843170.191632 + Penalty 3657.865401 = -8839512.326231
  nChanged 1
		SP:Iteration 49Q (383.560000 sec): 3 clusters
  Score: Raw -8843170.199832 + Penalty 3657.865401 = -8839512.334430
  nChanged 0
		SP:Iteration 50F (383.750000 sec): 3 clusters
  Score: Raw -8843170.199832 + Penalty 3657.865401 = -8839512.334430
  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 14.07 GB.

 Trying to split cluster 4 (30141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (384.150000 sec): 2 clusters
  Score: Raw -3436692.717513 + Penalty 1675.966768 = -3435016.750745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (384.230000 sec): 3 clusters
  Score: Raw -3418019.819076 + Penalty 3351.933536 = -3414667.885539
  nChanged 13930
		SP:Iteration 1F (384.300000 sec): 3 clusters
  Score: Raw -3425941.032134 + Penalty 3351.933536 = -3422589.098598
  nChanged 1528
		SP:Iteration 2F (384.370000 sec): 3 clusters
  Score: Raw -3426836.825263 + Penalty 3351.933536 = -3423484.891727
  nChanged 1760
		SP:Iteration 3F (384.450000 sec): 3 clusters
  Score: Raw -3428071.602805 + Penalty 3351.933536 = -3424719.669269
  nChanged 1965
		SP:Iteration 4F (384.540000 sec): 3 clusters
  Score: Raw -3429264.897694 + Penalty 3351.933536 = -3425912.964158
  nChanged 1878
		SP:Iteration 5F (384.620000 sec): 3 clusters
  Score: Raw -3430283.598342 + Penalty 3351.933536 = -3426931.664806
  nChanged 1703
		SP:Iteration 6F (384.700000 sec): 3 clusters
  Score: Raw -3431072.061193 + Penalty 3351.933536 = -3427720.127656
  nChanged 1461
		SP:Iteration 7Q (384.780000 sec): 3 clusters
  Score: Raw -3431612.467663 + Penalty 3351.933536 = -3428260.534126
  nChanged 1089
		SP:Iteration 8Q (384.860000 sec): 3 clusters
  Score: Raw -3431951.543838 + Penalty 3351.933536 = -3428599.610302
  nChanged 873
		SP:Iteration 9Q (384.940000 sec): 3 clusters
  Score: Raw -3432174.009769 + Penalty 3351.933536 = -3428822.076233
  nChanged 689
		SP:Iteration 10Q (385.020000 sec): 3 clusters
  Score: Raw -3432321.839126 + Penalty 3351.933536 = -3428969.905590
  nChanged 540
		SP:Iteration 11Q (385.090000 sec): 3 clusters
  Score: Raw -3432410.342255 + Penalty 3351.933536 = -3429058.408719
  nChanged 426
		SP:Iteration 12Q (385.180000 sec): 3 clusters
  Score: Raw -3432479.598018 + Penalty 3351.933536 = -3429127.664481
  nChanged 361
		SP:Iteration 13Q (385.260000 sec): 3 clusters
  Score: Raw -3432532.077216 + Penalty 3351.933536 = -3429180.143679
  nChanged 302
		SP:Iteration 14Q (385.340000 sec): 3 clusters
  Score: Raw -3432575.240901 + Penalty 3351.933536 = -3429223.307364
  nChanged 277
		SP:Iteration 15Q (385.410000 sec): 3 clusters
  Score: Raw -3432611.046931 + Penalty 3351.933536 = -3429259.113395
  nChanged 271
		SP:Iteration 16Q (385.490000 sec): 3 clusters
  Score: Raw -3432646.304230 + Penalty 3351.933536 = -3429294.370693
  nChanged 246
		SP:Iteration 17Q (385.560000 sec): 3 clusters
  Score: Raw -3432676.351073 + Penalty 3351.933536 = -3429324.417537
  nChanged 246
		SP:Iteration 18Q (385.630000 sec): 3 clusters
  Score: Raw -3432707.892359 + Penalty 3351.933536 = -3429355.958823
  nChanged 272
		SP:Iteration 19Q (385.720000 sec): 3 clusters
  Score: Raw -3432744.709959 + Penalty 3351.933536 = -3429392.776423
  nChanged 268
		SP:Iteration 20F (385.800000 sec): 3 clusters
  Score: Raw -3432781.193259 + Penalty 3351.933536 = -3429429.259723
  nChanged 313
		SP:Iteration 21Q (385.870000 sec): 3 clusters
  Score: Raw -3432828.357499 + Penalty 3351.933536 = -3429476.423963
  nChanged 323
		SP:Iteration 22Q (385.950000 sec): 3 clusters
  Score: Raw -3432878.176952 + Penalty 3351.933536 = -3429526.243416
  nChanged 322
		SP:Iteration 23Q (386.030000 sec): 3 clusters
  Score: Raw -3432929.982839 + Penalty 3351.933536 = -3429578.049303
  nChanged 378
		SP:Iteration 24Q (386.110000 sec): 3 clusters
  Score: Raw -3433000.600590 + Penalty 3351.933536 = -3429648.667053
  nChanged 457
		SP:Iteration 25Q (386.190000 sec): 3 clusters
  Score: Raw -3433113.780260 + Penalty 3351.933536 = -3429761.846724
  nChanged 593
		SP:Iteration 26Q (386.270000 sec): 3 clusters
  Score: Raw -3433279.730244 + Penalty 3351.933536 = -3429927.796708
  nChanged 687
		SP:Iteration 27Q (386.350000 sec): 3 clusters
  Score: Raw -3433481.917474 + Penalty 3351.933536 = -3430129.983938
  nChanged 708
		SP:Iteration 28Q (386.430000 sec): 3 clusters
  Score: Raw -3433704.880392 + Penalty 3351.933536 = -3430352.946856
  nChanged 782
		SP:Iteration 29Q (386.500000 sec): 3 clusters
  Score: Raw -3433976.755737 + Penalty 3351.933536 = -3430624.822201
  nChanged 869
		SP:Iteration 30Q (386.580000 sec): 3 clusters
  Score: Raw -3434327.012871 + Penalty 3351.933536 = -3430975.079335
  nChanged 902
		SP:Iteration 31Q (386.650000 sec): 3 clusters
  Score: Raw -3434750.705071 + Penalty 3351.933536 = -3431398.771535
  nChanged 913
		SP:Iteration 32Q (386.720000 sec): 3 clusters
  Score: Raw -3435218.580659 + Penalty 3351.933536 = -3431866.647123
  nChanged 923
		SP:Iteration 33Q (386.790000 sec): 3 clusters
  Score: Raw -3435744.450683 + Penalty 3351.933536 = -3432392.517147
  nChanged 862
		SP:Iteration 34Q (386.860000 sec): 3 clusters
  Score: Raw -3436268.175134 + Penalty 3351.933536 = -3432916.241598
  nChanged 721
		SP:Iteration 35Q (386.920000 sec): 3 clusters
  Score: Raw -3436707.284822 + Penalty 3351.933536 = -3433355.351286
  nChanged 542
		SP:Iteration 36Q (386.990000 sec): 3 clusters
  Score: Raw -3437048.381314 + Penalty 3351.933536 = -3433696.447778
  nChanged 403
		SP:Iteration 37Q (387.050000 sec): 3 clusters
  Score: Raw -3437306.755223 + Penalty 3351.933536 = -3433954.821686
  nChanged 289
		SP:Iteration 38Q (387.100000 sec): 3 clusters
  Score: Raw -3437472.678761 + Penalty 3351.933536 = -3434120.745225
  nChanged 195
		SP:Iteration 39Q (387.160000 sec): 3 clusters
  Score: Raw -3437573.734289 + Penalty 3351.933536 = -3434221.800752
  nChanged 140
		SP:Iteration 40F (387.240000 sec): 3 clusters
  Score: Raw -3437643.245859 + Penalty 3351.933536 = -3434291.312323
  nChanged 98
		SP:Iteration 41Q (387.300000 sec): 3 clusters
  Score: Raw -3437689.767433 + Penalty 3351.933536 = -3434337.833897
  nChanged 80
		SP:Iteration 42Q (387.370000 sec): 3 clusters
  Score: Raw -3437735.696851 + Penalty 3351.933536 = -3434383.763315
  nChanged 69
		SP:Iteration 43Q (387.420000 sec): 3 clusters
  Score: Raw -3437781.054727 + Penalty 3351.933536 = -3434429.121191
  nChanged 64
		SP:Iteration 44Q (387.470000 sec): 3 clusters
  Score: Raw -3437819.433780 + Penalty 3351.933536 = -3434467.500244
  nChanged 44
		SP:Iteration 45Q (387.530000 sec): 3 clusters
  Score: Raw -3437839.522890 + Penalty 3351.933536 = -3434487.589353
  nChanged 22
		SP:Iteration 46Q (387.590000 sec): 3 clusters
  Score: Raw -3437847.950126 + Penalty 3351.933536 = -3434496.016589
  nChanged 18
		SP:Iteration 47Q (387.640000 sec): 3 clusters
  Score: Raw -3437855.370906 + Penalty 3351.933536 = -3434503.437370
  nChanged 24
		SP:Iteration 48Q (387.690000 sec): 3 clusters
  Score: Raw -3437867.156183 + Penalty 3351.933536 = -3434515.222647
  nChanged 19
		SP:Iteration 49Q (387.750000 sec): 3 clusters
  Score: Raw -3437875.526690 + Penalty 3351.933536 = -3434523.593154
  nChanged 18
		SP:Iteration 50Q (387.800000 sec): 3 clusters
  Score: Raw -3437883.604459 + Penalty 3351.933536 = -3434531.670922
  nChanged 14
		SP:Iteration 51Q (387.860000 sec): 3 clusters
  Score: Raw -3437889.545667 + Penalty 3351.933536 = -3434537.612131
  nChanged 14
		SP:Iteration 52Q (387.910000 sec): 3 clusters
  Score: Raw -3437894.684890 + Penalty 3351.933536 = -3434542.751353
  nChanged 8
		SP:Iteration 53Q (387.970000 sec): 3 clusters
  Score: Raw -3437898.252634 + Penalty 3351.933536 = -3434546.319098
  nChanged 6
		SP:Iteration 54Q (388.020000 sec): 3 clusters
  Score: Raw -3437899.865983 + Penalty 3351.933536 = -3434547.932446
  nChanged 0
		SP:Iteration 55F (388.090000 sec): 3 clusters
  Score: Raw -3437899.865983 + Penalty 3351.933536 = -3434547.932446
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (302036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (394.840000 sec): 2 clusters
  Score: Raw -34858253.570707 + Penalty 2050.473993 = -34856203.096714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (395.650000 sec): 3 clusters
  Score: Raw -34656721.850038 + Penalty 4100.947986 = -34652620.902052
  nChanged 147192
		SP:Iteration 1F (396.440000 sec): 3 clusters
  Score: Raw -34753056.429797 + Penalty 4100.947986 = -34748955.481811
  nChanged 18350
		SP:Iteration 2F (397.230000 sec): 3 clusters
  Score: Raw -34765520.725072 + Penalty 4100.947986 = -34761419.777086
  nChanged 22649
		SP:Iteration 3F (398.030000 sec): 3 clusters
  Score: Raw -34780750.330453 + Penalty 4100.947986 = -34776649.382467
  nChanged 23822
		SP:Iteration 4F (398.830000 sec): 3 clusters
  Score: Raw -34797253.543188 + Penalty 4100.947986 = -34793152.595202
  nChanged 22374
		SP:Iteration 5F (399.630000 sec): 3 clusters
  Score: Raw -34814449.910609 + Penalty 4100.947986 = -34810348.962623
  nChanged 20569
		SP:Iteration 6F (400.420000 sec): 3 clusters
  Score: Raw -34834388.790141 + Penalty 4100.947986 = -34830287.842155
  nChanged 20172
		SP:Iteration 7F (401.200000 sec): 3 clusters
  Score: Raw -34859930.095259 + Penalty 4100.947986 = -34855829.147274
  nChanged 19068
		SP:Iteration 8F (401.970000 sec): 3 clusters
  Score: Raw -34883701.864676 + Penalty 4100.947986 = -34879600.916690
  nChanged 13703
		SP:Iteration 9Q (402.690000 sec): 3 clusters
  Score: Raw -34895563.766888 + Penalty 4100.947986 = -34891462.818902
  nChanged 8285
		SP:Iteration 10Q (403.400000 sec): 3 clusters
  Score: Raw -34901066.490824 + Penalty 4100.947986 = -34896965.542838
  nChanged 5187
		SP:Iteration 11Q (404.100000 sec): 3 clusters
  Score: Raw -34903877.230325 + Penalty 4100.947986 = -34899776.282340
  nChanged 3392
		SP:Iteration 12Q (404.790000 sec): 3 clusters
  Score: Raw -34905251.039921 + Penalty 4100.947986 = -34901150.091936
  nChanged 2387
		SP:Iteration 13Q (405.490000 sec): 3 clusters
  Score: Raw -34905942.114545 + Penalty 4100.947986 = -34901841.166559
  nChanged 1659
		SP:Iteration 14Q (406.190000 sec): 3 clusters
  Score: Raw -34906295.574698 + Penalty 4100.947986 = -34902194.626712
  nChanged 1228
		SP:Iteration 15Q (406.890000 sec): 3 clusters
  Score: Raw -34906513.851821 + Penalty 4100.947986 = -34902412.903835
  nChanged 960
		SP:Iteration 16Q (407.580000 sec): 3 clusters
  Score: Raw -34906660.726864 + Penalty 4100.947986 = -34902559.778878
  nChanged 769
		SP:Iteration 17Q (408.270000 sec): 3 clusters
  Score: Raw -34906756.971746 + Penalty 4100.947986 = -34902656.023760
  nChanged 609
		SP:Iteration 18Q (408.960000 sec): 3 clusters
  Score: Raw -34906825.489741 + Penalty 4100.947986 = -34902724.541755
  nChanged 551
		SP:Iteration 19Q (409.630000 sec): 3 clusters
  Score: Raw -34906883.862924 + Penalty 4100.947986 = -34902782.914938
  nChanged 511
		SP:Iteration 20F (410.410000 sec): 3 clusters
  Score: Raw -34906933.803500 + Penalty 4100.947986 = -34902832.855514
  nChanged 432
		SP:Iteration 21Q (411.110000 sec): 3 clusters
  Score: Raw -34906972.425766 + Penalty 4100.947986 = -34902871.477781
  nChanged 394
		SP:Iteration 22Q (411.790000 sec): 3 clusters
  Score: Raw -34907004.620928 + Penalty 4100.947986 = -34902903.672942
  nChanged 375
		SP:Iteration 23Q (412.470000 sec): 3 clusters
  Score: Raw -34907031.614650 + Penalty 4100.947986 = -34902930.666664
  nChanged 323
		SP:Iteration 24Q (413.150000 sec): 3 clusters
  Score: Raw -34907052.780901 + Penalty 4100.947986 = -34902951.832915
  nChanged 298
		SP:Iteration 25Q (413.830000 sec): 3 clusters
  Score: Raw -34907072.991259 + Penalty 4100.947986 = -34902972.043274
  nChanged 282
		SP:Iteration 26Q (414.520000 sec): 3 clusters
  Score: Raw -34907090.925395 + Penalty 4100.947986 = -34902989.977410
  nChanged 252
		SP:Iteration 27Q (415.200000 sec): 3 clusters
  Score: Raw -34907105.267006 + Penalty 4100.947986 = -34903004.319020
  nChanged 229
		SP:Iteration 28Q (415.890000 sec): 3 clusters
  Score: Raw -34907117.939899 + Penalty 4100.947986 = -34903016.991914
  nChanged 215
		SP:Iteration 29Q (416.590000 sec): 3 clusters
  Score: Raw -34907129.865070 + Penalty 4100.947986 = -34903028.917085
  nChanged 215
		SP:Iteration 30Q (417.280000 sec): 3 clusters
  Score: Raw -34907140.172613 + Penalty 4100.947986 = -34903039.224628
  nChanged 183
		SP:Iteration 31Q (417.960000 sec): 3 clusters
  Score: Raw -34907148.077856 + Penalty 4100.947986 = -34903047.129871
  nChanged 165
		SP:Iteration 32Q (418.650000 sec): 3 clusters
  Score: Raw -34907154.893153 + Penalty 4100.947986 = -34903053.945167
  nChanged 164
		SP:Iteration 33Q (419.350000 sec): 3 clusters
  Score: Raw -34907161.218234 + Penalty 4100.947986 = -34903060.270248
  nChanged 130
		SP:Iteration 34Q (420.080000 sec): 3 clusters
  Score: Raw -34907165.495695 + Penalty 4100.947986 = -34903064.547709
  nChanged 115
		SP:Iteration 35Q (420.770000 sec): 3 clusters
  Score: Raw -34907168.816694 + Penalty 4100.947986 = -34903067.868708
  nChanged 105
		SP:Iteration 36Q (421.470000 sec): 3 clusters
  Score: Raw -34907171.661655 + Penalty 4100.947986 = -34903070.713669
  nChanged 96
		SP:Iteration 37Q (422.160000 sec): 3 clusters
  Score: Raw -34907174.057953 + Penalty 4100.947986 = -34903073.109967
  nChanged 74
		SP:Iteration 38Q (422.840000 sec): 3 clusters
  Score: Raw -34907175.547275 + Penalty 4100.947986 = -34903074.599290
  nChanged 70
		SP:Iteration 39Q (423.540000 sec): 3 clusters
  Score: Raw -34907176.914239 + Penalty 4100.947986 = -34903075.966253
  nChanged 64
		SP:Iteration 40F (424.330000 sec): 3 clusters
  Score: Raw -34907178.196616 + Penalty 4100.947986 = -34903077.248631
  nChanged 60
		SP:Iteration 41Q (425.000000 sec): 3 clusters
  Score: Raw -34907179.335660 + Penalty 4100.947986 = -34903078.387674
  nChanged 70
		SP:Iteration 42Q (425.680000 sec): 3 clusters
  Score: Raw -34907180.672286 + Penalty 4100.947986 = -34903079.724300
  nChanged 70
		SP:Iteration 43Q (426.370000 sec): 3 clusters
  Score: Raw -34907181.885926 + Penalty 4100.947986 = -34903080.937941
  nChanged 62
		SP:Iteration 44Q (427.040000 sec): 3 clusters
  Score: Raw -34907183.091037 + Penalty 4100.947986 = -34903082.143052
  nChanged 60
		SP:Iteration 45Q (427.710000 sec): 3 clusters
  Score: Raw -34907184.156296 + Penalty 4100.947986 = -34903083.208311
  nChanged 45
		SP:Iteration 46Q (428.400000 sec): 3 clusters
  Score: Raw -34907185.061476 + Penalty 4100.947986 = -34903084.113490
  nChanged 50
		SP:Iteration 47Q (429.080000 sec): 3 clusters
  Score: Raw -34907185.882356 + Penalty 4100.947986 = -34903084.934370
  nChanged 47
		SP:Iteration 48Q (429.770000 sec): 3 clusters
  Score: Raw -34907186.691941 + Penalty 4100.947986 = -34903085.743955
  nChanged 54
		SP:Iteration 49Q (430.470000 sec): 3 clusters
  Score: Raw -34907187.578320 + Penalty 4100.947986 = -34903086.630334
  nChanged 47
		SP:Iteration 50Q (431.160000 sec): 3 clusters
  Score: Raw -34907188.189790 + Penalty 4100.947986 = -34903087.241804
  nChanged 39
		SP:Iteration 51Q (431.850000 sec): 3 clusters
  Score: Raw -34907188.683494 + Penalty 4100.947986 = -34903087.735508
  nChanged 37
		SP:Iteration 52Q (432.560000 sec): 3 clusters
  Score: Raw -34907189.093518 + Penalty 4100.947986 = -34903088.145533
  nChanged 29
		SP:Iteration 53Q (433.270000 sec): 3 clusters
  Score: Raw -34907189.354819 + Penalty 4100.947986 = -34903088.406833
  nChanged 25
		SP:Iteration 54Q (433.960000 sec): 3 clusters
  Score: Raw -34907189.576860 + Penalty 4100.947986 = -34903088.628874
  nChanged 14
		SP:Iteration 55Q (434.660000 sec): 3 clusters
  Score: Raw -34907189.661219 + Penalty 4100.947986 = -34903088.713233
  nChanged 8
		SP:Iteration 56Q (435.350000 sec): 3 clusters
  Score: Raw -34907189.689139 + Penalty 4100.947986 = -34903088.741153
  nChanged 4
		SP:Iteration 57Q (436.040000 sec): 3 clusters
  Score: Raw -34907189.712907 + Penalty 4100.947986 = -34903088.764921
  nChanged 6
		SP:Iteration 58Q (436.750000 sec): 3 clusters
  Score: Raw -34907189.747632 + Penalty 4100.947986 = -34903088.799647
  nChanged 7
		SP:Iteration 59Q (437.450000 sec): 3 clusters
  Score: Raw -34907189.787544 + Penalty 4100.947986 = -34903088.839559
  nChanged 6
		SP:Iteration 60F (438.250000 sec): 3 clusters
  Score: Raw -34907189.822024 + Penalty 4100.947986 = -34903088.874039
  nChanged 5
		SP:Iteration 61Q (438.940000 sec): 3 clusters
  Score: Raw -34907189.845762 + Penalty 4100.947986 = -34903088.897776
  nChanged 3
		SP:Iteration 62Q (439.630000 sec): 3 clusters
  Score: Raw -34907189.853735 + Penalty 4100.947986 = -34903088.905749
  nChanged 3
		SP:Iteration 63Q (440.320000 sec): 3 clusters
  Score: Raw -34907189.864433 + Penalty 4100.947986 = -34903088.916447
  nChanged 4
		SP:Iteration 64Q (441.000000 sec): 3 clusters
  Score: Raw -34907189.882879 + Penalty 4100.947986 = -34903088.934893
  nChanged 2
		SP:Iteration 65Q (441.710000 sec): 3 clusters
  Score: Raw -34907189.889080 + Penalty 4100.947986 = -34903088.941094
  nChanged 2
		SP:Iteration 66Q (442.420000 sec): 3 clusters
  Score: Raw -34907189.896863 + Penalty 4100.947986 = -34903088.948877
  nChanged 2
		SP:Iteration 67Q (443.130000 sec): 3 clusters
  Score: Raw -34907189.901593 + Penalty 4100.947986 = -34903088.953607
  nChanged 0
		SP:Iteration 68F (443.930000 sec): 3 clusters
  Score: Raw -34907189.901593 + Penalty 4100.947986 = -34903088.953607
  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 14.07 GB.

 Trying to split cluster 6 (128400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (444.470000 sec): 2 clusters
  Score: Raw -14594034.856847 + Penalty 1911.472171 = -14592123.384675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (444.800000 sec): 3 clusters
  Score: Raw -14510016.708048 + Penalty 3822.944343 = -14506193.763706
  nChanged 61526
		SP:Iteration 1F (445.140000 sec): 3 clusters
  Score: Raw -14549420.785722 + Penalty 3822.944343 = -14545597.841379
  nChanged 7526
		SP:Iteration 2F (445.470000 sec): 3 clusters
  Score: Raw -14556533.182305 + Penalty 3822.944343 = -14552710.237962
  nChanged 10242
		SP:Iteration 3F (445.810000 sec): 3 clusters
  Score: Raw -14565063.903718 + Penalty 3822.944343 = -14561240.959375
  nChanged 11915
		SP:Iteration 4F (446.150000 sec): 3 clusters
  Score: Raw -14574929.273443 + Penalty 3822.944343 = -14571106.329100
  nChanged 12100
		SP:Iteration 5F (446.540000 sec): 3 clusters
  Score: Raw -14585713.233728 + Penalty 3822.944343 = -14581890.289385
  nChanged 10293
		SP:Iteration 6F (446.880000 sec): 3 clusters
  Score: Raw -14595118.892551 + Penalty 3822.944343 = -14591295.948208
  nChanged 7030
		SP:Iteration 7F (447.230000 sec): 3 clusters
  Score: Raw -14601467.822746 + Penalty 3822.944343 = -14597644.878404
  nChanged 4293
		SP:Iteration 8Q (447.560000 sec): 3 clusters
  Score: Raw -14605495.156859 + Penalty 3822.944343 = -14601672.212517
  nChanged 2830
		SP:Iteration 9Q (447.890000 sec): 3 clusters
  Score: Raw -14608391.052447 + Penalty 3822.944343 = -14604568.108104
  nChanged 1998
		SP:Iteration 10Q (448.180000 sec): 3 clusters
  Score: Raw -14609960.356628 + Penalty 3822.944343 = -14606137.412285
  nChanged 1441
		SP:Iteration 11Q (448.470000 sec): 3 clusters
  Score: Raw -14610750.989515 + Penalty 3822.944343 = -14606928.045172
  nChanged 1071
		SP:Iteration 12Q (448.750000 sec): 3 clusters
  Score: Raw -14611181.810393 + Penalty 3822.944343 = -14607358.866050
  nChanged 813
		SP:Iteration 13Q (449.020000 sec): 3 clusters
  Score: Raw -14611401.839993 + Penalty 3822.944343 = -14607578.895650
  nChanged 549
		SP:Iteration 14Q (449.290000 sec): 3 clusters
  Score: Raw -14611507.787080 + Penalty 3822.944343 = -14607684.842737
  nChanged 405
		SP:Iteration 15Q (449.560000 sec): 3 clusters
  Score: Raw -14611566.025974 + Penalty 3822.944343 = -14607743.081631
  nChanged 337
		SP:Iteration 16Q (449.850000 sec): 3 clusters
  Score: Raw -14611606.269350 + Penalty 3822.944343 = -14607783.325007
  nChanged 267
		SP:Iteration 17Q (450.120000 sec): 3 clusters
  Score: Raw -14611632.261396 + Penalty 3822.944343 = -14607809.317053
  nChanged 230
		SP:Iteration 18Q (450.380000 sec): 3 clusters
  Score: Raw -14611653.544124 + Penalty 3822.944343 = -14607830.599781
  nChanged 199
		SP:Iteration 19Q (450.650000 sec): 3 clusters
  Score: Raw -14611670.114738 + Penalty 3822.944343 = -14607847.170396
  nChanged 184
		SP:Iteration 20F (451.000000 sec): 3 clusters
  Score: Raw -14611683.964550 + Penalty 3822.944343 = -14607861.020207
  nChanged 155
		SP:Iteration 21Q (451.270000 sec): 3 clusters
  Score: Raw -14611695.237386 + Penalty 3822.944343 = -14607872.293043
  nChanged 153
		SP:Iteration 22Q (451.530000 sec): 3 clusters
  Score: Raw -14611705.736444 + Penalty 3822.944343 = -14607882.792101
  nChanged 130
		SP:Iteration 23Q (451.790000 sec): 3 clusters
  Score: Raw -14611712.954305 + Penalty 3822.944343 = -14607890.009962
  nChanged 89
		SP:Iteration 24Q (452.050000 sec): 3 clusters
  Score: Raw -14611717.743746 + Penalty 3822.944343 = -14607894.799404
  nChanged 77
		SP:Iteration 25Q (452.310000 sec): 3 clusters
  Score: Raw -14611721.287867 + Penalty 3822.944343 = -14607898.343524
  nChanged 60
		SP:Iteration 26Q (452.570000 sec): 3 clusters
  Score: Raw -14611724.049596 + Penalty 3822.944343 = -14607901.105253
  nChanged 68
		SP:Iteration 27Q (452.830000 sec): 3 clusters
  Score: Raw -14611727.397041 + Penalty 3822.944343 = -14607904.452698
  nChanged 64
		SP:Iteration 28Q (453.080000 sec): 3 clusters
  Score: Raw -14611730.224576 + Penalty 3822.944343 = -14607907.280233
  nChanged 57
		SP:Iteration 29Q (453.340000 sec): 3 clusters
  Score: Raw -14611732.477980 + Penalty 3822.944343 = -14607909.533637
  nChanged 60
		SP:Iteration 30Q (453.590000 sec): 3 clusters
  Score: Raw -14611734.953635 + Penalty 3822.944343 = -14607912.009292
  nChanged 53
		SP:Iteration 31Q (453.850000 sec): 3 clusters
  Score: Raw -14611737.090365 + Penalty 3822.944343 = -14607914.146022
  nChanged 42
		SP:Iteration 32Q (454.110000 sec): 3 clusters
  Score: Raw -14611738.266006 + Penalty 3822.944343 = -14607915.321663
  nChanged 24
		SP:Iteration 33Q (454.370000 sec): 3 clusters
  Score: Raw -14611738.758466 + Penalty 3822.944343 = -14607915.814123
  nChanged 19
		SP:Iteration 34Q (454.630000 sec): 3 clusters
  Score: Raw -14611739.128716 + Penalty 3822.944343 = -14607916.184373
  nChanged 19
		SP:Iteration 35Q (454.870000 sec): 3 clusters
  Score: Raw -14611739.530225 + Penalty 3822.944343 = -14607916.585882
  nChanged 18
		SP:Iteration 36Q (455.130000 sec): 3 clusters
  Score: Raw -14611739.935400 + Penalty 3822.944343 = -14607916.991057
  nChanged 18
		SP:Iteration 37Q (455.390000 sec): 3 clusters
  Score: Raw -14611740.266021 + Penalty 3822.944343 = -14607917.321679
  nChanged 12
		SP:Iteration 38Q (455.640000 sec): 3 clusters
  Score: Raw -14611740.529722 + Penalty 3822.944343 = -14607917.585379
  nChanged 10
		SP:Iteration 39Q (455.890000 sec): 3 clusters
  Score: Raw -14611740.710647 + Penalty 3822.944343 = -14607917.766304
  nChanged 4
		SP:Iteration 40F (456.210000 sec): 3 clusters
  Score: Raw -14611740.790079 + Penalty 3822.944343 = -14607917.845736
  nChanged 5
		SP:Iteration 41Q (456.470000 sec): 3 clusters
  Score: Raw -14611740.895610 + Penalty 3822.944343 = -14607917.951267
  nChanged 7
		SP:Iteration 42Q (456.730000 sec): 3 clusters
  Score: Raw -14611740.997711 + Penalty 3822.944343 = -14607918.053368
  nChanged 4
		SP:Iteration 43Q (456.990000 sec): 3 clusters
  Score: Raw -14611741.043718 + Penalty 3822.944343 = -14607918.099375
  nChanged 2
		SP:Iteration 44Q (457.240000 sec): 3 clusters
  Score: Raw -14611741.057480 + Penalty 3822.944343 = -14607918.113137
  nChanged 0
		SP:Iteration 45F (457.570000 sec): 3 clusters
  Score: Raw -14611741.057480 + Penalty 3822.944343 = -14607918.113137
  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 14.07 GB.

 Trying to split cluster 7 (30206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (457.780000 sec): 2 clusters
  Score: Raw -3212793.707065 + Penalty 1676.316827 = -3211117.390238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (457.870000 sec): 3 clusters
  Score: Raw -3194298.087441 + Penalty 3352.633654 = -3190945.453787
  nChanged 13960
		SP:Iteration 1F (457.960000 sec): 3 clusters
  Score: Raw -3203294.855101 + Penalty 3352.633654 = -3199942.221447
  nChanged 2493
		SP:Iteration 2F (458.040000 sec): 3 clusters
  Score: Raw -3205666.902676 + Penalty 3352.633654 = -3202314.269022
  nChanged 2623
		SP:Iteration 3F (458.120000 sec): 3 clusters
  Score: Raw -3207878.967479 + Penalty 3352.633654 = -3204526.333824
  nChanged 2401
		SP:Iteration 4F (458.200000 sec): 3 clusters
  Score: Raw -3209514.177564 + Penalty 3352.633654 = -3206161.543909
  nChanged 1790
		SP:Iteration 5F (458.280000 sec): 3 clusters
  Score: Raw -3210542.150447 + Penalty 3352.633654 = -3207189.516792
  nChanged 1474
		SP:Iteration 6Q (458.350000 sec): 3 clusters
  Score: Raw -3211336.453807 + Penalty 3352.633654 = -3207983.820153
  nChanged 1168
		SP:Iteration 7Q (458.430000 sec): 3 clusters
  Score: Raw -3212027.819467 + Penalty 3352.633654 = -3208675.185813
  nChanged 1040
		SP:Iteration 8Q (458.500000 sec): 3 clusters
  Score: Raw -3212635.581079 + Penalty 3352.633654 = -3209282.947424
  nChanged 923
		SP:Iteration 9Q (458.590000 sec): 3 clusters
  Score: Raw -3213117.600102 + Penalty 3352.633654 = -3209764.966448
  nChanged 822
		SP:Iteration 10Q (458.680000 sec): 3 clusters
  Score: Raw -3213565.914544 + Penalty 3352.633654 = -3210213.280889
  nChanged 776
		SP:Iteration 11Q (458.760000 sec): 3 clusters
  Score: Raw -3214008.002038 + Penalty 3352.633654 = -3210655.368384
  nChanged 721
		SP:Iteration 12Q (458.830000 sec): 3 clusters
  Score: Raw -3214421.570383 + Penalty 3352.633654 = -3211068.936729
  nChanged 709
		SP:Iteration 13Q (458.910000 sec): 3 clusters
  Score: Raw -3214821.612747 + Penalty 3352.633654 = -3211468.979093
  nChanged 644
		SP:Iteration 14Q (458.980000 sec): 3 clusters
  Score: Raw -3215161.493913 + Penalty 3352.633654 = -3211808.860259
  nChanged 592
		SP:Iteration 15Q (459.050000 sec): 3 clusters
  Score: Raw -3215444.549392 + Penalty 3352.633654 = -3212091.915738
  nChanged 495
		SP:Iteration 16Q (459.130000 sec): 3 clusters
  Score: Raw -3215654.647703 + Penalty 3352.633654 = -3212302.014049
  nChanged 436
		SP:Iteration 17Q (459.210000 sec): 3 clusters
  Score: Raw -3215829.081488 + Penalty 3352.633654 = -3212476.447834
  nChanged 371
		SP:Iteration 18Q (459.280000 sec): 3 clusters
  Score: Raw -3215984.965294 + Penalty 3352.633654 = -3212632.331639
  nChanged 342
		SP:Iteration 19Q (459.350000 sec): 3 clusters
  Score: Raw -3216133.913265 + Penalty 3352.633654 = -3212781.279610
  nChanged 319
		SP:Iteration 20F (459.430000 sec): 3 clusters
  Score: Raw -3216271.236892 + Penalty 3352.633654 = -3212918.603238
  nChanged 302
		SP:Iteration 21Q (459.500000 sec): 3 clusters
  Score: Raw -3216397.993610 + Penalty 3352.633654 = -3213045.359955
  nChanged 280
		SP:Iteration 22Q (459.570000 sec): 3 clusters
  Score: Raw -3216508.916474 + Penalty 3352.633654 = -3213156.282820
  nChanged 245
		SP:Iteration 23Q (459.640000 sec): 3 clusters
  Score: Raw -3216586.302139 + Penalty 3352.633654 = -3213233.668485
  nChanged 210
		SP:Iteration 24Q (459.710000 sec): 3 clusters
  Score: Raw -3216656.317400 + Penalty 3352.633654 = -3213303.683746
  nChanged 172
		SP:Iteration 25Q (459.780000 sec): 3 clusters
  Score: Raw -3216705.983128 + Penalty 3352.633654 = -3213353.349473
  nChanged 157
		SP:Iteration 26Q (459.850000 sec): 3 clusters
  Score: Raw -3216741.897775 + Penalty 3352.633654 = -3213389.264121
  nChanged 124
		SP:Iteration 27Q (459.910000 sec): 3 clusters
  Score: Raw -3216763.222222 + Penalty 3352.633654 = -3213410.588568
  nChanged 86
		SP:Iteration 28Q (459.980000 sec): 3 clusters
  Score: Raw -3216773.384399 + Penalty 3352.633654 = -3213420.750744
  nChanged 65
		SP:Iteration 29Q (460.050000 sec): 3 clusters
  Score: Raw -3216780.066399 + Penalty 3352.633654 = -3213427.432745
  nChanged 58
		SP:Iteration 30Q (460.120000 sec): 3 clusters
  Score: Raw -3216785.317244 + Penalty 3352.633654 = -3213432.683589
  nChanged 52
		SP:Iteration 31Q (460.190000 sec): 3 clusters
  Score: Raw -3216788.768935 + Penalty 3352.633654 = -3213436.135281
  nChanged 34
		SP:Iteration 32Q (460.260000 sec): 3 clusters
  Score: Raw -3216791.484714 + Penalty 3352.633654 = -3213438.851060
  nChanged 32
		SP:Iteration 33Q (460.330000 sec): 3 clusters
  Score: Raw -3216793.560582 + Penalty 3352.633654 = -3213440.926928
  nChanged 26
		SP:Iteration 34Q (460.390000 sec): 3 clusters
  Score: Raw -3216795.454898 + Penalty 3352.633654 = -3213442.821244
  nChanged 28
		SP:Iteration 35Q (460.460000 sec): 3 clusters
  Score: Raw -3216797.186313 + Penalty 3352.633654 = -3213444.552659
  nChanged 18
		SP:Iteration 36Q (460.530000 sec): 3 clusters
  Score: Raw -3216798.222264 + Penalty 3352.633654 = -3213445.588610
  nChanged 15
		SP:Iteration 37Q (460.600000 sec): 3 clusters
  Score: Raw -3216798.933469 + Penalty 3352.633654 = -3213446.299814
  nChanged 10
		SP:Iteration 38Q (460.670000 sec): 3 clusters
  Score: Raw -3216799.563637 + Penalty 3352.633654 = -3213446.929983
  nChanged 12
		SP:Iteration 39Q (460.730000 sec): 3 clusters
  Score: Raw -3216800.184772 + Penalty 3352.633654 = -3213447.551118
  nChanged 8
		SP:Iteration 40F (460.810000 sec): 3 clusters
  Score: Raw -3216800.674264 + Penalty 3352.633654 = -3213448.040609
  nChanged 10
		SP:Iteration 41Q (460.880000 sec): 3 clusters
  Score: Raw -3216801.096864 + Penalty 3352.633654 = -3213448.463210
  nChanged 13
		SP:Iteration 42Q (460.950000 sec): 3 clusters
  Score: Raw -3216801.622345 + Penalty 3352.633654 = -3213448.988691
  nChanged 10
		SP:Iteration 43Q (461.020000 sec): 3 clusters
  Score: Raw -3216802.003255 + Penalty 3352.633654 = -3213449.369600
  nChanged 5
		SP:Iteration 44Q (461.090000 sec): 3 clusters
  Score: Raw -3216802.228422 + Penalty 3352.633654 = -3213449.594768
  nChanged 5
		SP:Iteration 45Q (461.150000 sec): 3 clusters
  Score: Raw -3216802.353304 + Penalty 3352.633654 = -3213449.719650
  nChanged 0
		SP:Iteration 46F (461.230000 sec): 3 clusters
  Score: Raw -3216802.353304 + Penalty 3352.633654 = -3213449.719650
  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 14.07 GB.

 Trying to split cluster 8 (38648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (461.390000 sec): 2 clusters
  Score: Raw -4499159.993671 + Penalty 1716.365675 = -4497443.627996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (461.490000 sec): 3 clusters
  Score: Raw -4474878.205434 + Penalty 3432.731350 = -4471445.474085
  nChanged 18087
		SP:Iteration 1F (461.590000 sec): 3 clusters
  Score: Raw -4485556.349591 + Penalty 3432.731350 = -4482123.618242
  nChanged 2653
		SP:Iteration 2F (461.700000 sec): 3 clusters
  Score: Raw -4488655.719318 + Penalty 3432.731350 = -4485222.987969
  nChanged 3999
		SP:Iteration 3F (461.810000 sec): 3 clusters
  Score: Raw -4493349.428962 + Penalty 3432.731350 = -4489916.697612
  nChanged 4231
		SP:Iteration 4F (461.910000 sec): 3 clusters
  Score: Raw -4497034.104184 + Penalty 3432.731350 = -4493601.372835
  nChanged 3097
		SP:Iteration 5F (462.020000 sec): 3 clusters
  Score: Raw -4499063.961690 + Penalty 3432.731350 = -4495631.230341
  nChanged 2078
		SP:Iteration 6F (462.120000 sec): 3 clusters
  Score: Raw -4500115.906770 + Penalty 3432.731350 = -4496683.175421
  nChanged 1410
		SP:Iteration 7Q (462.220000 sec): 3 clusters
  Score: Raw -4500720.884257 + Penalty 3432.731350 = -4497288.152907
  nChanged 1137
		SP:Iteration 8Q (462.330000 sec): 3 clusters
  Score: Raw -4501192.396027 + Penalty 3432.731350 = -4497759.664677
  nChanged 1020
		SP:Iteration 9Q (462.430000 sec): 3 clusters
  Score: Raw -4501621.213963 + Penalty 3432.731350 = -4498188.482613
  nChanged 953
		SP:Iteration 10Q (462.540000 sec): 3 clusters
  Score: Raw -4502039.431679 + Penalty 3432.731350 = -4498606.700330
  nChanged 879
		SP:Iteration 11Q (462.640000 sec): 3 clusters
  Score: Raw -4502427.472625 + Penalty 3432.731350 = -4498994.741275
  nChanged 828
		SP:Iteration 12Q (462.740000 sec): 3 clusters
  Score: Raw -4502808.238279 + Penalty 3432.731350 = -4499375.506930
  nChanged 780
		SP:Iteration 13Q (462.840000 sec): 3 clusters
  Score: Raw -4503169.673150 + Penalty 3432.731350 = -4499736.941800
  nChanged 709
		SP:Iteration 14Q (462.950000 sec): 3 clusters
  Score: Raw -4503499.416457 + Penalty 3432.731350 = -4500066.685108
  nChanged 558
		SP:Iteration 15Q (463.050000 sec): 3 clusters
  Score: Raw -4503741.904705 + Penalty 3432.731350 = -4500309.173355
  nChanged 444
		SP:Iteration 16Q (463.150000 sec): 3 clusters
  Score: Raw -4503945.592914 + Penalty 3432.731350 = -4500512.861565
  nChanged 381
		SP:Iteration 17Q (463.240000 sec): 3 clusters
  Score: Raw -4504103.914452 + Penalty 3432.731350 = -4500671.183102
  nChanged 276
		SP:Iteration 18Q (463.340000 sec): 3 clusters
  Score: Raw -4504206.114012 + Penalty 3432.731350 = -4500773.382662
  nChanged 195
		SP:Iteration 19Q (463.430000 sec): 3 clusters
  Score: Raw -4504272.849762 + Penalty 3432.731350 = -4500840.118412
  nChanged 147
		SP:Iteration 20F (463.530000 sec): 3 clusters
  Score: Raw -4504316.965743 + Penalty 3432.731350 = -4500884.234393
  nChanged 97
		SP:Iteration 21Q (463.630000 sec): 3 clusters
  Score: Raw -4504346.381364 + Penalty 3432.731350 = -4500913.650015
  nChanged 78
		SP:Iteration 22Q (463.720000 sec): 3 clusters
  Score: Raw -4504371.857080 + Penalty 3432.731350 = -4500939.125730
  nChanged 62
		SP:Iteration 23Q (463.810000 sec): 3 clusters
  Score: Raw -4504387.333157 + Penalty 3432.731350 = -4500954.601807
  nChanged 49
		SP:Iteration 24Q (463.900000 sec): 3 clusters
  Score: Raw -4504400.764327 + Penalty 3432.731350 = -4500968.032977
  nChanged 47
		SP:Iteration 25Q (463.990000 sec): 3 clusters
  Score: Raw -4504415.436674 + Penalty 3432.731350 = -4500982.705324
  nChanged 38
		SP:Iteration 26Q (464.090000 sec): 3 clusters
  Score: Raw -4504426.648098 + Penalty 3432.731350 = -4500993.916748
  nChanged 34
		SP:Iteration 27Q (464.180000 sec): 3 clusters
  Score: Raw -4504438.579662 + Penalty 3432.731350 = -4501005.848313
  nChanged 26
		SP:Iteration 28Q (464.270000 sec): 3 clusters
  Score: Raw -4504446.510324 + Penalty 3432.731350 = -4501013.778975
  nChanged 26
		SP:Iteration 29Q (464.360000 sec): 3 clusters
  Score: Raw -4504454.395343 + Penalty 3432.731350 = -4501021.663994
  nChanged 27
		SP:Iteration 30Q (464.450000 sec): 3 clusters
  Score: Raw -4504461.559408 + Penalty 3432.731350 = -4501028.828059
  nChanged 16
		SP:Iteration 31Q (464.540000 sec): 3 clusters
  Score: Raw -4504466.406674 + Penalty 3432.731350 = -4501033.675325
  nChanged 14
		SP:Iteration 32Q (464.630000 sec): 3 clusters
  Score: Raw -4504469.591072 + Penalty 3432.731350 = -4501036.859723
  nChanged 9
		SP:Iteration 33Q (464.710000 sec): 3 clusters
  Score: Raw -4504471.564536 + Penalty 3432.731350 = -4501038.833187
  nChanged 5
		SP:Iteration 34Q (464.800000 sec): 3 clusters
  Score: Raw -4504472.726117 + Penalty 3432.731350 = -4501039.994767
  nChanged 9
		SP:Iteration 35Q (464.890000 sec): 3 clusters
  Score: Raw -4504474.297448 + Penalty 3432.731350 = -4501041.566099
  nChanged 4
		SP:Iteration 36Q (464.970000 sec): 3 clusters
  Score: Raw -4504474.816148 + Penalty 3432.731350 = -4501042.084799
  nChanged 2
		SP:Iteration 37Q (465.060000 sec): 3 clusters
  Score: Raw -4504475.121303 + Penalty 3432.731350 = -4501042.389954
  nChanged 3
		SP:Iteration 38Q (465.150000 sec): 3 clusters
  Score: Raw -4504475.819059 + Penalty 3432.731350 = -4501043.087710
  nChanged 3
		SP:Iteration 39Q (465.240000 sec): 3 clusters
  Score: Raw -4504476.282152 + Penalty 3432.731350 = -4501043.550802
  nChanged 5
		SP:Iteration 40F (465.330000 sec): 3 clusters
  Score: Raw -4504477.636520 + Penalty 3432.731350 = -4501044.905170
  nChanged 5
		SP:Iteration 41Q (465.420000 sec): 3 clusters
  Score: Raw -4504478.826990 + Penalty 3432.731350 = -4501046.095640
  nChanged 8
		SP:Iteration 42Q (465.510000 sec): 3 clusters
  Score: Raw -4504481.136162 + Penalty 3432.731350 = -4501048.404812
  nChanged 15
		SP:Iteration 43Q (465.600000 sec): 3 clusters
  Score: Raw -4504486.489828 + Penalty 3432.731350 = -4501053.758479
  nChanged 13
		SP:Iteration 44Q (465.690000 sec): 3 clusters
  Score: Raw -4504490.630056 + Penalty 3432.731350 = -4501057.898707
  nChanged 9
		SP:Iteration 45Q (465.770000 sec): 3 clusters
  Score: Raw -4504493.177558 + Penalty 3432.731350 = -4501060.446209
  nChanged 8
		SP:Iteration 46Q (465.860000 sec): 3 clusters
  Score: Raw -4504495.495702 + Penalty 3432.731350 = -4501062.764352
  nChanged 12
		SP:Iteration 47Q (465.940000 sec): 3 clusters
  Score: Raw -4504498.853795 + Penalty 3432.731350 = -4501066.122445
  nChanged 8
		SP:Iteration 48Q (466.030000 sec): 3 clusters
  Score: Raw -4504502.998342 + Penalty 3432.731350 = -4501070.266993
  nChanged 14
		SP:Iteration 49Q (466.110000 sec): 3 clusters
  Score: Raw -4504509.510344 + Penalty 3432.731350 = -4501076.778995
  nChanged 12
		SP:Iteration 50Q (466.200000 sec): 3 clusters
  Score: Raw -4504512.545802 + Penalty 3432.731350 = -4501079.814452
  nChanged 8
		SP:Iteration 51Q (466.280000 sec): 3 clusters
  Score: Raw -4504514.351140 + Penalty 3432.731350 = -4501081.619790
  nChanged 5
		SP:Iteration 52Q (466.360000 sec): 3 clusters
  Score: Raw -4504515.215314 + Penalty 3432.731350 = -4501082.483964
  nChanged 2
		SP:Iteration 53Q (466.450000 sec): 3 clusters
  Score: Raw -4504515.544307 + Penalty 3432.731350 = -4501082.812957
  nChanged 0
		SP:Iteration 54F (466.540000 sec): 3 clusters
  Score: Raw -4504515.544307 + Penalty 3432.731350 = -4501082.812957
  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 14.07 GB.

 Trying to split cluster 9 (9365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (466.800000 sec): 2 clusters
  Score: Raw -978356.184413 + Penalty 1486.019375 = -976870.165038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (466.820000 sec): 3 clusters
  Score: Raw -973852.152900 + Penalty 2972.038750 = -970880.114150
  nChanged 4192
		SP:Iteration 1F (466.850000 sec): 3 clusters
  Score: Raw -986078.296187 + Penalty 2972.038750 = -983106.257437
  nChanged 1689
		SP:Iteration 2F (466.870000 sec): 3 clusters
  Score: Raw -993475.844680 + Penalty 2972.038750 = -990503.805930
  nChanged 632
		SP:Iteration 3F (466.900000 sec): 3 clusters
  Score: Raw -996587.912854 + Penalty 2972.038750 = -993615.874104
  nChanged 411
		SP:Iteration 4Q (466.920000 sec): 3 clusters
  Score: Raw -997694.668507 + Penalty 2972.038750 = -994722.629757
  nChanged 293
		SP:Iteration 5Q (466.930000 sec): 3 clusters
  Score: Raw -998274.728198 + Penalty 2972.038750 = -995302.689448
  nChanged 187
		SP:Iteration 6Q (466.960000 sec): 3 clusters
  Score: Raw -998489.401548 + Penalty 2972.038750 = -995517.362798
  nChanged 103
		SP:Iteration 7Q (466.980000 sec): 3 clusters
  Score: Raw -998564.272871 + Penalty 2972.038750 = -995592.234121
  nChanged 52
		SP:Iteration 8Q (467.000000 sec): 3 clusters
  Score: Raw -998592.442384 + Penalty 2972.038750 = -995620.403635
  nChanged 38
		SP:Iteration 9Q (467.030000 sec): 3 clusters
  Score: Raw -998609.133547 + Penalty 2972.038750 = -995637.094797
  nChanged 32
		SP:Iteration 10Q (467.050000 sec): 3 clusters
  Score: Raw -998620.187260 + Penalty 2972.038750 = -995648.148510
  nChanged 15
		SP:Iteration 11Q (467.070000 sec): 3 clusters
  Score: Raw -998624.636764 + Penalty 2972.038750 = -995652.598014
  nChanged 8
		SP:Iteration 12Q (467.090000 sec): 3 clusters
  Score: Raw -998626.065367 + Penalty 2972.038750 = -995654.026617
  nChanged 6
		SP:Iteration 13Q (467.100000 sec): 3 clusters
  Score: Raw -998626.763542 + Penalty 2972.038750 = -995654.724792
  nChanged 1
		SP:Iteration 14Q (467.130000 sec): 3 clusters
  Score: Raw -998626.869626 + Penalty 2972.038750 = -995654.830876
  nChanged 2
		SP:Iteration 15Q (467.150000 sec): 3 clusters
  Score: Raw -998627.080013 + Penalty 2972.038750 = -995655.041264
  nChanged 0
		SP:Iteration 16F (467.170000 sec): 3 clusters
  Score: Raw -998627.080013 + Penalty 2972.038750 = -995655.041264
  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 14.07 GB.

 Trying to split cluster 10 (209806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (467.940000 sec): 2 clusters
  Score: Raw -24174337.035770 + Penalty 1991.265018 = -24172345.770752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (468.490000 sec): 3 clusters
  Score: Raw -24035429.043738 + Penalty 3982.530036 = -24031446.513702
  nChanged 101789
		SP:Iteration 1F (469.030000 sec): 3 clusters
  Score: Raw -24098236.763130 + Penalty 3982.530036 = -24094254.233094
  nChanged 9457
		SP:Iteration 2Q (469.590000 sec): 3 clusters
  Score: Raw -24103467.731705 + Penalty 3982.530036 = -24099485.201669
  nChanged 12898
		SP:Iteration 3F (470.110000 sec): 3 clusters
  Score: Raw -24113876.848728 + Penalty 3982.530036 = -24109894.318691
  nChanged 16903
		SP:Iteration 4F (470.650000 sec): 3 clusters
  Score: Raw -24132775.341617 + Penalty 3982.530036 = -24128792.811581
  nChanged 20057
		SP:Iteration 5F (471.230000 sec): 3 clusters
  Score: Raw -24161188.881952 + Penalty 3982.530036 = -24157206.351915
  nChanged 19799
		SP:Iteration 6F (471.780000 sec): 3 clusters
  Score: Raw -24189748.366580 + Penalty 3982.530036 = -24185765.836544
  nChanged 14445
		SP:Iteration 7F (472.320000 sec): 3 clusters
  Score: Raw -24207322.059369 + Penalty 3982.530036 = -24203339.529333
  nChanged 8365
		SP:Iteration 8Q (472.800000 sec): 3 clusters
  Score: Raw -24215216.815554 + Penalty 3982.530036 = -24211234.285518
  nChanged 4652
		SP:Iteration 9Q (473.260000 sec): 3 clusters
  Score: Raw -24218127.192686 + Penalty 3982.530036 = -24214144.662650
  nChanged 2748
		SP:Iteration 10Q (473.720000 sec): 3 clusters
  Score: Raw -24219268.535239 + Penalty 3982.530036 = -24215286.005203
  nChanged 1816
		SP:Iteration 11Q (474.180000 sec): 3 clusters
  Score: Raw -24219880.686184 + Penalty 3982.530036 = -24215898.156148
  nChanged 1390
		SP:Iteration 12Q (474.640000 sec): 3 clusters
  Score: Raw -24220270.089358 + Penalty 3982.530036 = -24216287.559322
  nChanged 1113
		SP:Iteration 13Q (475.090000 sec): 3 clusters
  Score: Raw -24220531.086746 + Penalty 3982.530036 = -24216548.556710
  nChanged 998
		SP:Iteration 14Q (475.540000 sec): 3 clusters
  Score: Raw -24220746.715606 + Penalty 3982.530036 = -24216764.185570
  nChanged 928
		SP:Iteration 15Q (476.030000 sec): 3 clusters
  Score: Raw -24220930.850376 + Penalty 3982.530036 = -24216948.320340
  nChanged 904
		SP:Iteration 16Q (476.480000 sec): 3 clusters
  Score: Raw -24221104.725532 + Penalty 3982.530036 = -24217122.195495
  nChanged 835
		SP:Iteration 17Q (476.930000 sec): 3 clusters
  Score: Raw -24221263.538766 + Penalty 3982.530036 = -24217281.008730
  nChanged 821
		SP:Iteration 18Q (477.390000 sec): 3 clusters
  Score: Raw -24221415.630982 + Penalty 3982.530036 = -24217433.100945
  nChanged 773
		SP:Iteration 19Q (477.830000 sec): 3 clusters
  Score: Raw -24221558.278725 + Penalty 3982.530036 = -24217575.748688
  nChanged 814
		SP:Iteration 20F (478.380000 sec): 3 clusters
  Score: Raw -24221717.622252 + Penalty 3982.530036 = -24217735.092216
  nChanged 849
		SP:Iteration 21Q (478.830000 sec): 3 clusters
  Score: Raw -24221899.235101 + Penalty 3982.530036 = -24217916.705065
  nChanged 876
		SP:Iteration 22Q (479.280000 sec): 3 clusters
  Score: Raw -24222090.707427 + Penalty 3982.530036 = -24218108.177390
  nChanged 879
		SP:Iteration 23Q (479.720000 sec): 3 clusters
  Score: Raw -24222319.348848 + Penalty 3982.530036 = -24218336.818811
  nChanged 986
		SP:Iteration 24Q (480.160000 sec): 3 clusters
  Score: Raw -24222605.895675 + Penalty 3982.530036 = -24218623.365639
  nChanged 986
		SP:Iteration 25Q (480.600000 sec): 3 clusters
  Score: Raw -24222913.640226 + Penalty 3982.530036 = -24218931.110189
  nChanged 1010
		SP:Iteration 26Q (481.040000 sec): 3 clusters
  Score: Raw -24223279.631709 + Penalty 3982.530036 = -24219297.101672
  nChanged 1087
		SP:Iteration 27Q (481.470000 sec): 3 clusters
  Score: Raw -24223712.626809 + Penalty 3982.530036 = -24219730.096772
  nChanged 1179
		SP:Iteration 28Q (481.900000 sec): 3 clusters
  Score: Raw -24224265.533398 + Penalty 3982.530036 = -24220283.003362
  nChanged 1169
		SP:Iteration 29Q (482.330000 sec): 3 clusters
  Score: Raw -24224878.385473 + Penalty 3982.530036 = -24220895.855436
  nChanged 1177
		SP:Iteration 30Q (482.740000 sec): 3 clusters
  Score: Raw -24225525.903142 + Penalty 3982.530036 = -24221543.373105
  nChanged 1093
		SP:Iteration 31Q (483.160000 sec): 3 clusters
  Score: Raw -24226134.755264 + Penalty 3982.530036 = -24222152.225228
  nChanged 1007
		SP:Iteration 32Q (483.570000 sec): 3 clusters
  Score: Raw -24226650.963930 + Penalty 3982.530036 = -24222668.433894
  nChanged 781
		SP:Iteration 33Q (483.990000 sec): 3 clusters
  Score: Raw -24226965.592055 + Penalty 3982.530036 = -24222983.062019
  nChanged 581
		SP:Iteration 34Q (484.400000 sec): 3 clusters
  Score: Raw -24227124.932586 + Penalty 3982.530036 = -24223142.402550
  nChanged 354
		SP:Iteration 35Q (484.820000 sec): 3 clusters
  Score: Raw -24227179.753572 + Penalty 3982.530036 = -24223197.223536
  nChanged 190
		SP:Iteration 36Q (485.240000 sec): 3 clusters
  Score: Raw -24227195.822206 + Penalty 3982.530036 = -24223213.292169
  nChanged 111
		SP:Iteration 37Q (485.650000 sec): 3 clusters
  Score: Raw -24227201.178276 + Penalty 3982.530036 = -24223218.648240
  nChanged 59
		SP:Iteration 38Q (486.060000 sec): 3 clusters
  Score: Raw -24227202.972591 + Penalty 3982.530036 = -24223220.442554
  nChanged 24
		SP:Iteration 39Q (486.470000 sec): 3 clusters
  Score: Raw -24227203.383318 + Penalty 3982.530036 = -24223220.853282
  nChanged 9
		SP:Iteration 40F (487.000000 sec): 3 clusters
  Score: Raw -24227203.459597 + Penalty 3982.530036 = -24223220.929561
  nChanged 2
		SP:Iteration 41Q (487.410000 sec): 3 clusters
  Score: Raw -24227203.469795 + Penalty 3982.530036 = -24223220.939758
  nChanged 1
		SP:Iteration 42Q (487.830000 sec): 3 clusters
  Score: Raw -24227203.473401 + Penalty 3982.530036 = -24223220.943364
  nChanged 0
		SP:Iteration 43F (488.360000 sec): 3 clusters
  Score: Raw -24227203.473401 + Penalty 3982.530036 = -24223220.943364
  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 14.07 GB.

 Trying to split cluster 11 (16250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (488.580000 sec): 2 clusters
  Score: Raw -1649387.811994 + Penalty 1575.575331 = -1647812.236664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (488.630000 sec): 3 clusters
  Score: Raw -1640120.684840 + Penalty 3151.150661 = -1636969.534179
  nChanged 7299
		SP:Iteration 1F (488.670000 sec): 3 clusters
  Score: Raw -1646728.246610 + Penalty 3151.150661 = -1643577.095949
  nChanged 1999
		SP:Iteration 2F (488.720000 sec): 3 clusters
  Score: Raw -1650363.513271 + Penalty 3151.150661 = -1647212.362610
  nChanged 2202
		SP:Iteration 3F (488.760000 sec): 3 clusters
  Score: Raw -1655740.336195 + Penalty 3151.150661 = -1652589.185534
  nChanged 1836
		SP:Iteration 4F (488.800000 sec): 3 clusters
  Score: Raw -1660519.793012 + Penalty 3151.150661 = -1657368.642351
  nChanged 1324
		SP:Iteration 5F (488.840000 sec): 3 clusters
  Score: Raw -1663593.862199 + Penalty 3151.150661 = -1660442.711538
  nChanged 1054
		SP:Iteration 6F (488.880000 sec): 3 clusters
  Score: Raw -1665552.588313 + Penalty 3151.150661 = -1662401.437652
  nChanged 715
		SP:Iteration 7Q (488.910000 sec): 3 clusters
  Score: Raw -1666782.574500 + Penalty 3151.150661 = -1663631.423839
  nChanged 407
		SP:Iteration 8Q (488.960000 sec): 3 clusters
  Score: Raw -1667448.901157 + Penalty 3151.150661 = -1664297.750496
  nChanged 253
		SP:Iteration 9Q (488.990000 sec): 3 clusters
  Score: Raw -1667872.541957 + Penalty 3151.150661 = -1664721.391296
  nChanged 151
		SP:Iteration 10Q (489.030000 sec): 3 clusters
  Score: Raw -1667930.307608 + Penalty 3151.150661 = -1664779.156947
  nChanged 108
		SP:Iteration 11Q (489.060000 sec): 3 clusters
  Score: Raw -1667962.884871 + Penalty 3151.150661 = -1664811.734210
  nChanged 85
		SP:Iteration 12Q (489.100000 sec): 3 clusters
  Score: Raw -1667998.396150 + Penalty 3151.150661 = -1664847.245489
  nChanged 89
		SP:Iteration 13Q (489.130000 sec): 3 clusters
  Score: Raw -1668047.803681 + Penalty 3151.150661 = -1664896.653020
  nChanged 110
		SP:Iteration 14Q (489.160000 sec): 3 clusters
  Score: Raw -1668114.111023 + Penalty 3151.150661 = -1664962.960362
  nChanged 134
		SP:Iteration 15Q (489.200000 sec): 3 clusters
  Score: Raw -1668238.358143 + Penalty 3151.150661 = -1665087.207482
  nChanged 154
		SP:Iteration 16Q (489.240000 sec): 3 clusters
  Score: Raw -1668396.804423 + Penalty 3151.150661 = -1665245.653762
  nChanged 165
		SP:Iteration 17Q (489.270000 sec): 3 clusters
  Score: Raw -1668558.231532 + Penalty 3151.150661 = -1665407.080871
  nChanged 151
		SP:Iteration 18Q (489.300000 sec): 3 clusters
  Score: Raw -1668691.639869 + Penalty 3151.150661 = -1665540.489208
  nChanged 175
		SP:Iteration 19Q (489.340000 sec): 3 clusters
  Score: Raw -1668837.062407 + Penalty 3151.150661 = -1665685.911746
  nChanged 215
		SP:Iteration 20F (489.380000 sec): 3 clusters
  Score: Raw -1669037.440241 + Penalty 3151.150661 = -1665886.289580
  nChanged 257
		SP:Iteration 21Q (489.410000 sec): 3 clusters
  Score: Raw -1669367.114061 + Penalty 3151.150661 = -1666215.963400
  nChanged 307
		SP:Iteration 22Q (489.440000 sec): 3 clusters
  Score: Raw -1669930.875412 + Penalty 3151.150661 = -1666779.724751
  nChanged 368
		SP:Iteration 23Q (489.470000 sec): 3 clusters
  Score: Raw -1671074.881657 + Penalty 3151.150661 = -1667923.730996
  nChanged 317
		SP:Iteration 24Q (489.500000 sec): 3 clusters
  Score: Raw -1672510.392328 + Penalty 3151.150661 = -1669359.241667
  nChanged 198
		SP:Iteration 25Q (489.530000 sec): 3 clusters
  Score: Raw -1673447.599363 + Penalty 3151.150661 = -1670296.448702
  nChanged 119
		SP:Iteration 26Q (489.560000 sec): 3 clusters
  Score: Raw -1673952.351000 + Penalty 3151.150661 = -1670801.200339
  nChanged 69
		SP:Iteration 27Q (489.590000 sec): 3 clusters
  Score: Raw -1674132.718893 + Penalty 3151.150661 = -1670981.568232
  nChanged 46
		SP:Iteration 28Q (489.620000 sec): 3 clusters
  Score: Raw -1674206.938121 + Penalty 3151.150661 = -1671055.787460
  nChanged 23
		SP:Iteration 29Q (489.660000 sec): 3 clusters
  Score: Raw -1674220.676077 + Penalty 3151.150661 = -1671069.525416
  nChanged 11
		SP:Iteration 30Q (489.690000 sec): 3 clusters
  Score: Raw -1674224.523661 + Penalty 3151.150661 = -1671073.373000
  nChanged 4
		SP:Iteration 31Q (489.720000 sec): 3 clusters
  Score: Raw -1674225.686508 + Penalty 3151.150661 = -1671074.535847
  nChanged 0
		SP:Iteration 32F (489.760000 sec): 3 clusters
  Score: Raw -1674226.664361 + Penalty 3151.150661 = -1671075.513700
  nChanged 1
		SP:Iteration 33Q (489.790000 sec): 3 clusters
  Score: Raw -1674227.008107 + Penalty 3151.150661 = -1671075.857446
  nChanged 0
		SP:Iteration 34F (489.830000 sec): 3 clusters
  Score: Raw -1674227.008107 + Penalty 3151.150661 = -1671075.857446
  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 14.07 GB.

 Trying to split cluster 12 (15771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (489.900000 sec): 2 clusters
  Score: Raw -1793958.207857 + Penalty 1570.713315 = -1792387.494542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (489.940000 sec): 3 clusters
  Score: Raw -1784588.457057 + Penalty 3141.426629 = -1781447.030428
  nChanged 7170
		SP:Iteration 1F (489.980000 sec): 3 clusters
  Score: Raw -1789817.757892 + Penalty 3141.426629 = -1786676.331263
  nChanged 1890
		SP:Iteration 2F (490.030000 sec): 3 clusters
  Score: Raw -1793463.506736 + Penalty 3141.426629 = -1790322.080107
  nChanged 2367
		SP:Iteration 3F (490.070000 sec): 3 clusters
  Score: Raw -1799337.729191 + Penalty 3141.426629 = -1796196.302562
  nChanged 1670
		SP:Iteration 4F (490.110000 sec): 3 clusters
  Score: Raw -1802810.016953 + Penalty 3141.426629 = -1799668.590324
  nChanged 671
		SP:Iteration 5Q (490.140000 sec): 3 clusters
  Score: Raw -1803524.644979 + Penalty 3141.426629 = -1800383.218350
  nChanged 255
		SP:Iteration 6Q (490.180000 sec): 3 clusters
  Score: Raw -1803641.957773 + Penalty 3141.426629 = -1800500.531144
  nChanged 113
		SP:Iteration 7Q (490.210000 sec): 3 clusters
  Score: Raw -1803676.488413 + Penalty 3141.426629 = -1800535.061783
  nChanged 63
		SP:Iteration 8Q (490.240000 sec): 3 clusters
  Score: Raw -1803690.913977 + Penalty 3141.426629 = -1800549.487348
  nChanged 39
		SP:Iteration 9Q (490.280000 sec): 3 clusters
  Score: Raw -1803700.001232 + Penalty 3141.426629 = -1800558.574603
  nChanged 29
		SP:Iteration 10Q (490.310000 sec): 3 clusters
  Score: Raw -1803705.443826 + Penalty 3141.426629 = -1800564.017197
  nChanged 16
		SP:Iteration 11Q (490.340000 sec): 3 clusters
  Score: Raw -1803709.672970 + Penalty 3141.426629 = -1800568.246341
  nChanged 23
		SP:Iteration 12Q (490.380000 sec): 3 clusters
  Score: Raw -1803716.807643 + Penalty 3141.426629 = -1800575.381014
  nChanged 23
		SP:Iteration 13Q (490.410000 sec): 3 clusters
  Score: Raw -1803722.325341 + Penalty 3141.426629 = -1800580.898712
  nChanged 17
		SP:Iteration 14Q (490.440000 sec): 3 clusters
  Score: Raw -1803725.573175 + Penalty 3141.426629 = -1800584.146546
  nChanged 11
		SP:Iteration 15Q (490.480000 sec): 3 clusters
  Score: Raw -1803727.739904 + Penalty 3141.426629 = -1800586.313275
  nChanged 10
		SP:Iteration 16Q (490.510000 sec): 3 clusters
  Score: Raw -1803729.196714 + Penalty 3141.426629 = -1800587.770085
  nChanged 17
		SP:Iteration 17Q (490.550000 sec): 3 clusters
  Score: Raw -1803732.740872 + Penalty 3141.426629 = -1800591.314243
  nChanged 17
		SP:Iteration 18Q (490.590000 sec): 3 clusters
  Score: Raw -1803736.690094 + Penalty 3141.426629 = -1800595.263465
  nChanged 22
		SP:Iteration 19Q (490.620000 sec): 3 clusters
  Score: Raw -1803743.302171 + Penalty 3141.426629 = -1800601.875541
  nChanged 25
		SP:Iteration 20F (490.670000 sec): 3 clusters
  Score: Raw -1803751.038437 + Penalty 3141.426629 = -1800609.611808
  nChanged 23
		SP:Iteration 21Q (490.700000 sec): 3 clusters
  Score: Raw -1803757.354000 + Penalty 3141.426629 = -1800615.927371
  nChanged 21
		SP:Iteration 22Q (490.730000 sec): 3 clusters
  Score: Raw -1803762.312422 + Penalty 3141.426629 = -1800620.885792
  nChanged 20
		SP:Iteration 23Q (490.770000 sec): 3 clusters
  Score: Raw -1803768.459701 + Penalty 3141.426629 = -1800627.033072
  nChanged 27
		SP:Iteration 24Q (490.800000 sec): 3 clusters
  Score: Raw -1803778.443078 + Penalty 3141.426629 = -1800637.016449
  nChanged 29
		SP:Iteration 25Q (490.830000 sec): 3 clusters
  Score: Raw -1803789.632836 + Penalty 3141.426629 = -1800648.206206
  nChanged 30
		SP:Iteration 26Q (490.860000 sec): 3 clusters
  Score: Raw -1803801.008343 + Penalty 3141.426629 = -1800659.581714
  nChanged 34
		SP:Iteration 27Q (490.890000 sec): 3 clusters
  Score: Raw -1803820.474936 + Penalty 3141.426629 = -1800679.048307
  nChanged 41
		SP:Iteration 28Q (490.920000 sec): 3 clusters
  Score: Raw -1803863.988196 + Penalty 3141.426629 = -1800722.561567
  nChanged 54
		SP:Iteration 29Q (490.950000 sec): 3 clusters
  Score: Raw -1803934.094064 + Penalty 3141.426629 = -1800792.667435
  nChanged 75
		SP:Iteration 30Q (490.980000 sec): 3 clusters
  Score: Raw -1804066.922195 + Penalty 3141.426629 = -1800925.495565
  nChanged 90
		SP:Iteration 31Q (491.010000 sec): 3 clusters
  Score: Raw -1804223.894973 + Penalty 3141.426629 = -1801082.468344
  nChanged 68
		SP:Iteration 32Q (491.040000 sec): 3 clusters
  Score: Raw -1804306.403237 + Penalty 3141.426629 = -1801164.976608
  nChanged 56
		SP:Iteration 33Q (491.070000 sec): 3 clusters
  Score: Raw -1804349.472183 + Penalty 3141.426629 = -1801208.045554
  nChanged 35
		SP:Iteration 34Q (491.090000 sec): 3 clusters
  Score: Raw -1804365.511600 + Penalty 3141.426629 = -1801224.084971
  nChanged 20
		SP:Iteration 35Q (491.120000 sec): 3 clusters
  Score: Raw -1804382.568152 + Penalty 3141.426629 = -1801241.141523
  nChanged 10
		SP:Iteration 36Q (491.150000 sec): 3 clusters
  Score: Raw -1804388.893686 + Penalty 3141.426629 = -1801247.467057
  nChanged 11
		SP:Iteration 37Q (491.190000 sec): 3 clusters
  Score: Raw -1804391.220306 + Penalty 3141.426629 = -1801249.793677
  nChanged 10
		SP:Iteration 38Q (491.220000 sec): 3 clusters
  Score: Raw -1804392.764493 + Penalty 3141.426629 = -1801251.337864
  nChanged 2
		SP:Iteration 39Q (491.250000 sec): 3 clusters
  Score: Raw -1804393.217944 + Penalty 3141.426629 = -1801251.791315
  nChanged 2
		SP:Iteration 40F (491.290000 sec): 3 clusters
  Score: Raw -1804393.330552 + Penalty 3141.426629 = -1801251.903923
  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 14.07 GB.

 Trying to split cluster 13 (30606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (491.400000 sec): 2 clusters
  Score: Raw -3243924.865290 + Penalty 1678.454594 = -3242246.410696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (491.490000 sec): 3 clusters
  Score: Raw -3225198.991561 + Penalty 3356.909188 = -3221842.082373
  nChanged 14070
		SP:Iteration 1F (491.570000 sec): 3 clusters
  Score: Raw -3238078.273710 + Penalty 3356.909188 = -3234721.364522
  nChanged 4262
		SP:Iteration 2F (491.650000 sec): 3 clusters
  Score: Raw -3245175.744605 + Penalty 3356.909188 = -3241818.835417
  nChanged 3898
		SP:Iteration 3F (491.730000 sec): 3 clusters
  Score: Raw -3249931.595767 + Penalty 3356.909188 = -3246574.686579
  nChanged 2142
		SP:Iteration 4F (491.810000 sec): 3 clusters
  Score: Raw -3251490.966351 + Penalty 3356.909188 = -3248134.057163
  nChanged 1048
		SP:Iteration 5Q (491.890000 sec): 3 clusters
  Score: Raw -3251959.617335 + Penalty 3356.909188 = -3248602.708147
  nChanged 610
		SP:Iteration 6Q (491.970000 sec): 3 clusters
  Score: Raw -3252193.826142 + Penalty 3356.909188 = -3248836.916954
  nChanged 415
		SP:Iteration 7Q (492.040000 sec): 3 clusters
  Score: Raw -3252377.970174 + Penalty 3356.909188 = -3249021.060986
  nChanged 326
		SP:Iteration 8Q (492.120000 sec): 3 clusters
  Score: Raw -3252545.554194 + Penalty 3356.909188 = -3249188.645006
  nChanged 301
		SP:Iteration 9Q (492.190000 sec): 3 clusters
  Score: Raw -3252715.109921 + Penalty 3356.909188 = -3249358.200733
  nChanged 291
		SP:Iteration 10Q (492.270000 sec): 3 clusters
  Score: Raw -3252879.561009 + Penalty 3356.909188 = -3249522.651821
  nChanged 259
		SP:Iteration 11Q (492.350000 sec): 3 clusters
  Score: Raw -3253002.927494 + Penalty 3356.909188 = -3249646.018306
  nChanged 209
		SP:Iteration 12Q (492.420000 sec): 3 clusters
  Score: Raw -3253082.998671 + Penalty 3356.909188 = -3249726.089483
  nChanged 164
		SP:Iteration 13Q (492.490000 sec): 3 clusters
  Score: Raw -3253139.789853 + Penalty 3356.909188 = -3249782.880666
  nChanged 156
		SP:Iteration 14Q (492.570000 sec): 3 clusters
  Score: Raw -3253189.004999 + Penalty 3356.909188 = -3249832.095811
  nChanged 134
		SP:Iteration 15Q (492.640000 sec): 3 clusters
  Score: Raw -3253228.719626 + Penalty 3356.909188 = -3249871.810438
  nChanged 124
		SP:Iteration 16Q (492.710000 sec): 3 clusters
  Score: Raw -3253265.914146 + Penalty 3356.909188 = -3249909.004958
  nChanged 140
		SP:Iteration 17Q (492.780000 sec): 3 clusters
  Score: Raw -3253299.759875 + Penalty 3356.909188 = -3249942.850687
  nChanged 111
		SP:Iteration 18Q (492.850000 sec): 3 clusters
  Score: Raw -3253323.673095 + Penalty 3356.909188 = -3249966.763908
  nChanged 100
		SP:Iteration 19Q (492.920000 sec): 3 clusters
  Score: Raw -3253342.653649 + Penalty 3356.909188 = -3249985.744461
  nChanged 101
		SP:Iteration 20F (493.000000 sec): 3 clusters
  Score: Raw -3253359.435004 + Penalty 3356.909188 = -3250002.525816
  nChanged 75
		SP:Iteration 21Q (493.070000 sec): 3 clusters
  Score: Raw -3253371.341627 + Penalty 3356.909188 = -3250014.432440
  nChanged 61
		SP:Iteration 22Q (493.140000 sec): 3 clusters
  Score: Raw -3253379.925011 + Penalty 3356.909188 = -3250023.015823
  nChanged 50
		SP:Iteration 23Q (493.210000 sec): 3 clusters
  Score: Raw -3253389.465451 + Penalty 3356.909188 = -3250032.556263
  nChanged 52
		SP:Iteration 24Q (493.280000 sec): 3 clusters
  Score: Raw -3253400.850822 + Penalty 3356.909188 = -3250043.941634
  nChanged 59
		SP:Iteration 25Q (493.350000 sec): 3 clusters
  Score: Raw -3253412.708198 + Penalty 3356.909188 = -3250055.799011
  nChanged 41
		SP:Iteration 26Q (493.420000 sec): 3 clusters
  Score: Raw -3253418.253414 + Penalty 3356.909188 = -3250061.344226
  nChanged 29
		SP:Iteration 27Q (493.490000 sec): 3 clusters
  Score: Raw -3253421.995227 + Penalty 3356.909188 = -3250065.086039
  nChanged 21
		SP:Iteration 28Q (493.560000 sec): 3 clusters
  Score: Raw -3253424.512115 + Penalty 3356.909188 = -3250067.602927
  nChanged 17
		SP:Iteration 29Q (493.630000 sec): 3 clusters
  Score: Raw -3253426.265221 + Penalty 3356.909188 = -3250069.356033
  nChanged 15
		SP:Iteration 30Q (493.700000 sec): 3 clusters
  Score: Raw -3253427.299344 + Penalty 3356.909188 = -3250070.390157
  nChanged 8
		SP:Iteration 31Q (493.770000 sec): 3 clusters
  Score: Raw -3253427.841319 + Penalty 3356.909188 = -3250070.932131
  nChanged 2
		SP:Iteration 32Q (493.850000 sec): 3 clusters
  Score: Raw -3253427.948579 + Penalty 3356.909188 = -3250071.039391
  nChanged 3
		SP:Iteration 33Q (493.920000 sec): 3 clusters
  Score: Raw -3253428.029113 + Penalty 3356.909188 = -3250071.119925
  nChanged 3
		SP:Iteration 34Q (493.980000 sec): 3 clusters
  Score: Raw -3253428.198679 + Penalty 3356.909188 = -3250071.289491
  nChanged 2
		SP:Iteration 35Q (494.070000 sec): 3 clusters
  Score: Raw -3253428.310743 + Penalty 3356.909188 = -3250071.401555
  nChanged 1
		SP:Iteration 36Q (494.130000 sec): 3 clusters
  Score: Raw -3253428.353297 + Penalty 3356.909188 = -3250071.444109
  nChanged 1
		SP:Iteration 37Q (494.200000 sec): 3 clusters
  Score: Raw -3253428.383541 + Penalty 3356.909188 = -3250071.474353
  nChanged 0
		SP:Iteration 38F (494.280000 sec): 3 clusters
  Score: Raw -3253428.383541 + Penalty 3356.909188 = -3250071.474353
  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 14.07 GB.

 Trying to split cluster 14 (25558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (494.390000 sec): 2 clusters
  Score: Raw -2848449.206536 + Penalty 1649.164669 = -2846800.041867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (494.460000 sec): 3 clusters
  Score: Raw -2832972.685990 + Penalty 3298.329339 = -2829674.356651
  nChanged 11723
		SP:Iteration 1F (494.520000 sec): 3 clusters
  Score: Raw -2840319.703185 + Penalty 3298.329339 = -2837021.373847
  nChanged 1822
		SP:Iteration 2F (494.590000 sec): 3 clusters
  Score: Raw -2841647.949893 + Penalty 3298.329339 = -2838349.620554
  nChanged 1935
		SP:Iteration 3F (494.660000 sec): 3 clusters
  Score: Raw -2843528.336682 + Penalty 3298.329339 = -2840230.007343
  nChanged 2242
		SP:Iteration 4F (494.730000 sec): 3 clusters
  Score: Raw -2846490.570055 + Penalty 3298.329339 = -2843192.240716
  nChanged 2346
		SP:Iteration 5F (494.790000 sec): 3 clusters
  Score: Raw -2849444.820830 + Penalty 3298.329339 = -2846146.491492
  nChanged 1998
		SP:Iteration 6F (494.850000 sec): 3 clusters
  Score: Raw -2851456.334680 + Penalty 3298.329339 = -2848158.005341
  nChanged 1509
		SP:Iteration 7F (494.910000 sec): 3 clusters
  Score: Raw -2852539.650338 + Penalty 3298.329339 = -2849241.320999
  nChanged 1100
		SP:Iteration 8Q (494.970000 sec): 3 clusters
  Score: Raw -2853143.101910 + Penalty 3298.329339 = -2849844.772571
  nChanged 851
		SP:Iteration 9Q (495.030000 sec): 3 clusters
  Score: Raw -2853526.320732 + Penalty 3298.329339 = -2850227.991393
  nChanged 689
		SP:Iteration 10Q (495.090000 sec): 3 clusters
  Score: Raw -2853794.209470 + Penalty 3298.329339 = -2850495.880131
  nChanged 616
		SP:Iteration 11Q (495.150000 sec): 3 clusters
  Score: Raw -2854015.923225 + Penalty 3298.329339 = -2850717.593886
  nChanged 533
		SP:Iteration 12Q (495.200000 sec): 3 clusters
  Score: Raw -2854220.479571 + Penalty 3298.329339 = -2850922.150232
  nChanged 562
		SP:Iteration 13Q (495.260000 sec): 3 clusters
  Score: Raw -2854425.111605 + Penalty 3298.329339 = -2851126.782266
  nChanged 610
		SP:Iteration 14Q (495.320000 sec): 3 clusters
  Score: Raw -2854644.006771 + Penalty 3298.329339 = -2851345.677432
  nChanged 700
		SP:Iteration 15Q (495.370000 sec): 3 clusters
  Score: Raw -2854933.840449 + Penalty 3298.329339 = -2851635.511110
  nChanged 793
		SP:Iteration 16Q (495.430000 sec): 3 clusters
  Score: Raw -2855330.337761 + Penalty 3298.329339 = -2852032.008422
  nChanged 996
		SP:Iteration 17Q (495.490000 sec): 3 clusters
  Score: Raw -2855954.504441 + Penalty 3298.329339 = -2852656.175103
  nChanged 1074
		SP:Iteration 18Q (495.550000 sec): 3 clusters
  Score: Raw -2856674.398555 + Penalty 3298.329339 = -2853376.069216
  nChanged 740
		SP:Iteration 19Q (495.610000 sec): 3 clusters
  Score: Raw -2857063.671330 + Penalty 3298.329339 = -2853765.341992
  nChanged 330
		SP:Iteration 20F (495.670000 sec): 3 clusters
  Score: Raw -2857176.433713 + Penalty 3298.329339 = -2853878.104374
  nChanged 119
		SP:Iteration 21Q (495.730000 sec): 3 clusters
  Score: Raw -2857236.557657 + Penalty 3298.329339 = -2853938.228318
  nChanged 97
		SP:Iteration 22Q (495.790000 sec): 3 clusters
  Score: Raw -2857344.004792 + Penalty 3298.329339 = -2854045.675453
  nChanged 106
		SP:Iteration 23Q (495.850000 sec): 3 clusters
  Score: Raw -2857483.067970 + Penalty 3298.329339 = -2854184.738632
  nChanged 102
		SP:Iteration 24Q (495.910000 sec): 3 clusters
  Score: Raw -2857558.890211 + Penalty 3298.329339 = -2854260.560872
  nChanged 64
		SP:Iteration 25Q (495.970000 sec): 3 clusters
  Score: Raw -2857583.906648 + Penalty 3298.329339 = -2854285.577309
  nChanged 41
		SP:Iteration 26Q (496.020000 sec): 3 clusters
  Score: Raw -2857591.709720 + Penalty 3298.329339 = -2854293.380381
  nChanged 18
		SP:Iteration 27Q (496.080000 sec): 3 clusters
  Score: Raw -2857594.979017 + Penalty 3298.329339 = -2854296.649678
  nChanged 13
		SP:Iteration 28Q (496.140000 sec): 3 clusters
  Score: Raw -2857595.922980 + Penalty 3298.329339 = -2854297.593641
  nChanged 5
		SP:Iteration 29Q (496.190000 sec): 3 clusters
  Score: Raw -2857596.836558 + Penalty 3298.329339 = -2854298.507219
  nChanged 6
		SP:Iteration 30Q (496.250000 sec): 3 clusters
  Score: Raw -2857598.071655 + Penalty 3298.329339 = -2854299.742316
  nChanged 5
		SP:Iteration 31Q (496.310000 sec): 3 clusters
  Score: Raw -2857598.519881 + Penalty 3298.329339 = -2854300.190542
  nChanged 1
		SP:Iteration 32Q (496.370000 sec): 3 clusters
  Score: Raw -2857598.728319 + Penalty 3298.329339 = -2854300.398980
  nChanged 0
		SP:Iteration 33F (496.430000 sec): 3 clusters
  Score: Raw -2857598.728319 + Penalty 3298.329339 = -2854300.398980
  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 14.07 GB.

 Trying to split cluster 15 (125058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (496.910000 sec): 2 clusters
  Score: Raw -14473197.083917 + Penalty 1907.186598 = -14471289.897319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (497.250000 sec): 3 clusters
  Score: Raw -14391551.342478 + Penalty 3814.373195 = -14387736.969283
  nChanged 60100
		SP:Iteration 1F (497.570000 sec): 3 clusters
  Score: Raw -14428338.900205 + Penalty 3814.373195 = -14424524.527010
  nChanged 6047
		SP:Iteration 2Q (497.900000 sec): 3 clusters
  Score: Raw -14431250.473054 + Penalty 3814.373195 = -14427436.099858
  nChanged 7546
		SP:Iteration 3F (498.240000 sec): 3 clusters
  Score: Raw -14436327.967829 + Penalty 3814.373195 = -14432513.594633
  nChanged 8920
		SP:Iteration 4F (498.580000 sec): 3 clusters
  Score: Raw -14444240.214417 + Penalty 3814.373195 = -14440425.841222
  nChanged 10028
		SP:Iteration 5F (498.900000 sec): 3 clusters
  Score: Raw -14454883.358016 + Penalty 3814.373195 = -14451068.984820
  nChanged 9845
		SP:Iteration 6F (499.220000 sec): 3 clusters
  Score: Raw -14464393.456060 + Penalty 3814.373195 = -14460579.082864
  nChanged 8604
		SP:Iteration 7F (499.540000 sec): 3 clusters
  Score: Raw -14471711.873044 + Penalty 3814.373195 = -14467897.499849
  nChanged 7432
		SP:Iteration 8F (499.860000 sec): 3 clusters
  Score: Raw -14479873.510015 + Penalty 3814.373195 = -14476059.136820
  nChanged 7119
		SP:Iteration 9F (500.180000 sec): 3 clusters
  Score: Raw -14490192.868159 + Penalty 3814.373195 = -14486378.494964
  nChanged 6353
		SP:Iteration 10F (500.510000 sec): 3 clusters
  Score: Raw -14499074.962154 + Penalty 3814.373195 = -14495260.588959
  nChanged 4765
		SP:Iteration 11Q (500.800000 sec): 3 clusters
  Score: Raw -14505563.599329 + Penalty 3814.373195 = -14501749.226134
  nChanged 2842
		SP:Iteration 12Q (501.080000 sec): 3 clusters
  Score: Raw -14508115.904252 + Penalty 3814.373195 = -14504301.531056
  nChanged 1450
		SP:Iteration 13Q (501.350000 sec): 3 clusters
  Score: Raw -14508647.816917 + Penalty 3814.373195 = -14504833.443722
  nChanged 718
		SP:Iteration 14Q (501.620000 sec): 3 clusters
  Score: Raw -14508776.178509 + Penalty 3814.373195 = -14504961.805314
  nChanged 384
		SP:Iteration 15Q (501.890000 sec): 3 clusters
  Score: Raw -14508816.050348 + Penalty 3814.373195 = -14505001.677153
  nChanged 227
		SP:Iteration 16Q (502.160000 sec): 3 clusters
  Score: Raw -14508830.380187 + Penalty 3814.373195 = -14505016.006991
  nChanged 152
		SP:Iteration 17Q (502.420000 sec): 3 clusters
  Score: Raw -14508837.137336 + Penalty 3814.373195 = -14505022.764141
  nChanged 98
		SP:Iteration 18Q (502.690000 sec): 3 clusters
  Score: Raw -14508840.053617 + Penalty 3814.373195 = -14505025.680422
  nChanged 60
		SP:Iteration 19Q (502.960000 sec): 3 clusters
  Score: Raw -14508841.301985 + Penalty 3814.373195 = -14505026.928790
  nChanged 34
		SP:Iteration 20F (503.280000 sec): 3 clusters
  Score: Raw -14508841.796288 + Penalty 3814.373195 = -14505027.423093
  nChanged 21
		SP:Iteration 21Q (503.550000 sec): 3 clusters
  Score: Raw -14508842.018387 + Penalty 3814.373195 = -14505027.645191
  nChanged 11
		SP:Iteration 22Q (503.820000 sec): 3 clusters
  Score: Raw -14508842.113830 + Penalty 3814.373195 = -14505027.740635
  nChanged 5
		SP:Iteration 23Q (504.090000 sec): 3 clusters
  Score: Raw -14508842.136516 + Penalty 3814.373195 = -14505027.763321
  nChanged 1
		SP:Iteration 24Q (504.360000 sec): 3 clusters
  Score: Raw -14508842.139649 + Penalty 3814.373195 = -14505027.766453
  nChanged 0
		SP:Iteration 25F (504.680000 sec): 3 clusters
  Score: Raw -14508842.139649 + Penalty 3814.373195 = -14505027.766453
  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 14.07 GB.

 Trying to split cluster 16 (53405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (504.860000 sec): 2 clusters
  Score: Raw -5705239.469626 + Penalty 1768.919694 = -5703470.549932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (505.000000 sec): 3 clusters
  Score: Raw -5671205.255441 + Penalty 3537.839387 = -5667667.416053
  nChanged 25156
		SP:Iteration 1F (505.130000 sec): 3 clusters
  Score: Raw -5686269.399259 + Penalty 3537.839387 = -5682731.559871
  nChanged 3401
		SP:Iteration 2F (505.270000 sec): 3 clusters
  Score: Raw -5688301.798740 + Penalty 3537.839387 = -5684763.959353
  nChanged 3968
		SP:Iteration 3F (505.400000 sec): 3 clusters
  Score: Raw -5691453.941701 + Penalty 3537.839387 = -5687916.102314
  nChanged 4520
		SP:Iteration 4F (505.540000 sec): 3 clusters
  Score: Raw -5695638.697970 + Penalty 3537.839387 = -5692100.858583
  nChanged 4496
		SP:Iteration 5F (505.670000 sec): 3 clusters
  Score: Raw -5699828.107137 + Penalty 3537.839387 = -5696290.267749
  nChanged 3843
		SP:Iteration 6F (505.810000 sec): 3 clusters
  Score: Raw -5702899.733718 + Penalty 3537.839387 = -5699361.894331
  nChanged 2883
		SP:Iteration 7F (505.950000 sec): 3 clusters
  Score: Raw -5704722.943024 + Penalty 3537.839387 = -5701185.103637
  nChanged 2044
		SP:Iteration 8Q (506.080000 sec): 3 clusters
  Score: Raw -5705970.240787 + Penalty 3537.839387 = -5702432.401400
  nChanged 1567
		SP:Iteration 9Q (506.220000 sec): 3 clusters
  Score: Raw -5707040.976837 + Penalty 3537.839387 = -5703503.137449
  nChanged 1264
		SP:Iteration 10Q (506.350000 sec): 3 clusters
  Score: Raw -5707860.683096 + Penalty 3537.839387 = -5704322.843709
  nChanged 1083
		SP:Iteration 11Q (506.480000 sec): 3 clusters
  Score: Raw -5708444.498874 + Penalty 3537.839387 = -5704906.659487
  nChanged 930
		SP:Iteration 12Q (506.600000 sec): 3 clusters
  Score: Raw -5708849.620178 + Penalty 3537.839387 = -5705311.780791
  nChanged 769
		SP:Iteration 13Q (506.730000 sec): 3 clusters
  Score: Raw -5709127.207606 + Penalty 3537.839387 = -5705589.368219
  nChanged 605
		SP:Iteration 14Q (506.850000 sec): 3 clusters
  Score: Raw -5709311.281669 + Penalty 3537.839387 = -5705773.442282
  nChanged 476
		SP:Iteration 15Q (506.970000 sec): 3 clusters
  Score: Raw -5709445.731544 + Penalty 3537.839387 = -5705907.892156
  nChanged 421
		SP:Iteration 16Q (507.100000 sec): 3 clusters
  Score: Raw -5709544.406903 + Penalty 3537.839387 = -5706006.567516
  nChanged 351
		SP:Iteration 17Q (507.220000 sec): 3 clusters
  Score: Raw -5709624.254453 + Penalty 3537.839387 = -5706086.415066
  nChanged 337
		SP:Iteration 18Q (507.350000 sec): 3 clusters
  Score: Raw -5709695.448226 + Penalty 3537.839387 = -5706157.608838
  nChanged 292
		SP:Iteration 19Q (507.470000 sec): 3 clusters
  Score: Raw -5709756.823639 + Penalty 3537.839387 = -5706218.984251
  nChanged 286
		SP:Iteration 20F (507.610000 sec): 3 clusters
  Score: Raw -5709815.777236 + Penalty 3537.839387 = -5706277.937849
  nChanged 291
		SP:Iteration 21Q (507.730000 sec): 3 clusters
  Score: Raw -5709872.555302 + Penalty 3537.839387 = -5706334.715914
  nChanged 262
		SP:Iteration 22Q (507.850000 sec): 3 clusters
  Score: Raw -5709924.058690 + Penalty 3537.839387 = -5706386.219303
  nChanged 226
		SP:Iteration 23Q (507.980000 sec): 3 clusters
  Score: Raw -5709969.160351 + Penalty 3537.839387 = -5706431.320964
  nChanged 219
		SP:Iteration 24Q (508.100000 sec): 3 clusters
  Score: Raw -5710008.859607 + Penalty 3537.839387 = -5706471.020219
  nChanged 213
		SP:Iteration 25Q (508.220000 sec): 3 clusters
  Score: Raw -5710045.580014 + Penalty 3537.839387 = -5706507.740627
  nChanged 203
		SP:Iteration 26Q (508.340000 sec): 3 clusters
  Score: Raw -5710089.688358 + Penalty 3537.839387 = -5706551.848971
  nChanged 227
		SP:Iteration 27Q (508.450000 sec): 3 clusters
  Score: Raw -5710137.314631 + Penalty 3537.839387 = -5706599.475244
  nChanged 223
		SP:Iteration 28Q (508.570000 sec): 3 clusters
  Score: Raw -5710187.132367 + Penalty 3537.839387 = -5706649.292980
  nChanged 237
		SP:Iteration 29Q (508.690000 sec): 3 clusters
  Score: Raw -5710232.180280 + Penalty 3537.839387 = -5706694.340893
  nChanged 201
		SP:Iteration 30Q (508.810000 sec): 3 clusters
  Score: Raw -5710268.118643 + Penalty 3537.839387 = -5706730.279256
  nChanged 171
		SP:Iteration 31Q (508.920000 sec): 3 clusters
  Score: Raw -5710300.395282 + Penalty 3537.839387 = -5706762.555894
  nChanged 190
		SP:Iteration 32Q (509.040000 sec): 3 clusters
  Score: Raw -5710336.412886 + Penalty 3537.839387 = -5706798.573499
  nChanged 178
		SP:Iteration 33Q (509.160000 sec): 3 clusters
  Score: Raw -5710367.263908 + Penalty 3537.839387 = -5706829.424521
  nChanged 161
		SP:Iteration 34Q (509.280000 sec): 3 clusters
  Score: Raw -5710394.324825 + Penalty 3537.839387 = -5706856.485437
  nChanged 160
		SP:Iteration 35Q (509.400000 sec): 3 clusters
  Score: Raw -5710420.243182 + Penalty 3537.839387 = -5706882.403794
  nChanged 170
		SP:Iteration 36Q (509.510000 sec): 3 clusters
  Score: Raw -5710453.623202 + Penalty 3537.839387 = -5706915.783814
  nChanged 185
		SP:Iteration 37Q (509.630000 sec): 3 clusters
  Score: Raw -5710488.197065 + Penalty 3537.839387 = -5706950.357677
  nChanged 156
		SP:Iteration 38Q (509.750000 sec): 3 clusters
  Score: Raw -5710513.974106 + Penalty 3537.839387 = -5706976.134719
  nChanged 133
		SP:Iteration 39Q (509.870000 sec): 3 clusters
  Score: Raw -5710536.219533 + Penalty 3537.839387 = -5706998.380145
  nChanged 120
		SP:Iteration 40F (510.010000 sec): 3 clusters
  Score: Raw -5710556.006395 + Penalty 3537.839387 = -5707018.167008
  nChanged 144
		SP:Iteration 41Q (510.120000 sec): 3 clusters
  Score: Raw -5710578.681449 + Penalty 3537.839387 = -5707040.842061
  nChanged 146
		SP:Iteration 42Q (510.240000 sec): 3 clusters
  Score: Raw -5710601.226935 + Penalty 3537.839387 = -5707063.387548
  nChanged 161
		SP:Iteration 43Q (510.350000 sec): 3 clusters
  Score: Raw -5710624.136749 + Penalty 3537.839387 = -5707086.297361
  nChanged 149
		SP:Iteration 44Q (510.470000 sec): 3 clusters
  Score: Raw -5710650.077669 + Penalty 3537.839387 = -5707112.238282
  nChanged 151
		SP:Iteration 45Q (510.590000 sec): 3 clusters
  Score: Raw -5710670.481734 + Penalty 3537.839387 = -5707132.642346
  nChanged 128
		SP:Iteration 46Q (510.700000 sec): 3 clusters
  Score: Raw -5710684.764856 + Penalty 3537.839387 = -5707146.925469
  nChanged 95
		SP:Iteration 47Q (510.820000 sec): 3 clusters
  Score: Raw -5710693.670908 + Penalty 3537.839387 = -5707155.831521
  nChanged 89
		SP:Iteration 48Q (510.940000 sec): 3 clusters
  Score: Raw -5710701.421820 + Penalty 3537.839387 = -5707163.582433
  nChanged 78
		SP:Iteration 49Q (511.050000 sec): 3 clusters
  Score: Raw -5710706.257405 + Penalty 3537.839387 = -5707168.418018
  nChanged 56
		SP:Iteration 50Q (511.170000 sec): 3 clusters
  Score: Raw -5710710.292979 + Penalty 3537.839387 = -5707172.453592
  nChanged 71
		SP:Iteration 51Q (511.290000 sec): 3 clusters
  Score: Raw -5710716.729466 + Penalty 3537.839387 = -5707178.890079
  nChanged 71
		SP:Iteration 52Q (511.410000 sec): 3 clusters
  Score: Raw -5710725.262522 + Penalty 3537.839387 = -5707187.423134
  nChanged 68
		SP:Iteration 53Q (511.530000 sec): 3 clusters
  Score: Raw -5710731.544877 + Penalty 3537.839387 = -5707193.705490
  nChanged 49
		SP:Iteration 54Q (511.640000 sec): 3 clusters
  Score: Raw -5710735.109981 + Penalty 3537.839387 = -5707197.270593
  nChanged 52
		SP:Iteration 55Q (511.760000 sec): 3 clusters
  Score: Raw -5710738.291946 + Penalty 3537.839387 = -5707200.452559
  nChanged 49
		SP:Iteration 56Q (511.870000 sec): 3 clusters
  Score: Raw -5710740.653495 + Penalty 3537.839387 = -5707202.814107
  nChanged 31
		SP:Iteration 57Q (511.990000 sec): 3 clusters
  Score: Raw -5710742.397133 + Penalty 3537.839387 = -5707204.557745
  nChanged 32
		SP:Iteration 58Q (512.110000 sec): 3 clusters
  Score: Raw -5710744.155934 + Penalty 3537.839387 = -5707206.316547
  nChanged 34
		SP:Iteration 59Q (512.220000 sec): 3 clusters
  Score: Raw -5710746.078409 + Penalty 3537.839387 = -5707208.239021
  nChanged 26
		SP:Iteration 60F (512.360000 sec): 3 clusters
  Score: Raw -5710747.388655 + Penalty 3537.839387 = -5707209.549268
  nChanged 26
		SP:Iteration 61Q (512.470000 sec): 3 clusters
  Score: Raw -5710748.411040 + Penalty 3537.839387 = -5707210.571652
  nChanged 28
		SP:Iteration 62Q (512.590000 sec): 3 clusters
  Score: Raw -5710749.395182 + Penalty 3537.839387 = -5707211.555795
  nChanged 24
		SP:Iteration 63Q (512.710000 sec): 3 clusters
  Score: Raw -5710750.457450 + Penalty 3537.839387 = -5707212.618063
  nChanged 24
		SP:Iteration 64Q (512.820000 sec): 3 clusters
  Score: Raw -5710751.382495 + Penalty 3537.839387 = -5707213.543108
  nChanged 17
		SP:Iteration 65Q (512.940000 sec): 3 clusters
  Score: Raw -5710752.330589 + Penalty 3537.839387 = -5707214.491202
  nChanged 22
		SP:Iteration 66Q (513.060000 sec): 3 clusters
  Score: Raw -5710753.424942 + Penalty 3537.839387 = -5707215.585554
  nChanged 17
		SP:Iteration 67Q (513.170000 sec): 3 clusters
  Score: Raw -5710754.232607 + Penalty 3537.839387 = -5707216.393220
  nChanged 19
		SP:Iteration 68Q (513.290000 sec): 3 clusters
  Score: Raw -5710754.839305 + Penalty 3537.839387 = -5707216.999917
  nChanged 11
		SP:Iteration 69Q (513.410000 sec): 3 clusters
  Score: Raw -5710755.135794 + Penalty 3537.839387 = -5707217.296406
  nChanged 2
		SP:Iteration 70Q (513.540000 sec): 3 clusters
  Score: Raw -5710755.265507 + Penalty 3537.839387 = -5707217.426119
  nChanged 3
		SP:Iteration 71Q (513.660000 sec): 3 clusters
  Score: Raw -5710755.339072 + Penalty 3537.839387 = -5707217.499685
  nChanged 2
		SP:Iteration 72Q (513.770000 sec): 3 clusters
  Score: Raw -5710755.403487 + Penalty 3537.839387 = -5707217.564099
  nChanged 3
		SP:Iteration 73Q (513.900000 sec): 3 clusters
  Score: Raw -5710755.493161 + Penalty 3537.839387 = -5707217.653773
  nChanged 7
		SP:Iteration 74Q (514.020000 sec): 3 clusters
  Score: Raw -5710755.633937 + Penalty 3537.839387 = -5707217.794549
  nChanged 5
		SP:Iteration 75Q (514.130000 sec): 3 clusters
  Score: Raw -5710755.792553 + Penalty 3537.839387 = -5707217.953166
  nChanged 5
		SP:Iteration 76Q (514.260000 sec): 3 clusters
  Score: Raw -5710755.890812 + Penalty 3537.839387 = -5707218.051424
  nChanged 4
		SP:Iteration 77Q (514.380000 sec): 3 clusters
  Score: Raw -5710755.942253 + Penalty 3537.839387 = -5707218.102866
  nChanged 1
		SP:Iteration 78Q (514.500000 sec): 3 clusters
  Score: Raw -5710755.950204 + Penalty 3537.839387 = -5707218.110817
  nChanged 1
		SP:Iteration 79Q (514.610000 sec): 3 clusters
  Score: Raw -5710755.974965 + Penalty 3537.839387 = -5707218.135577
  nChanged 0
		SP:Iteration 80F (514.760000 sec): 3 clusters
  Score: Raw -5710755.974965 + Penalty 3537.839387 = -5707218.135577
  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 14.07 GB.

 Trying to split cluster 17 (13193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (514.830000 sec): 2 clusters
  Score: Raw -1270371.869758 + Penalty 1541.709271 = -1268830.160487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (514.870000 sec): 3 clusters
  Score: Raw -1263121.600649 + Penalty 3083.418541 = -1260038.182108
  nChanged 5889
		SP:Iteration 1F (514.900000 sec): 3 clusters
  Score: Raw -1270861.221078 + Penalty 3083.418541 = -1267777.802537
  nChanged 1861
		SP:Iteration 2F (514.940000 sec): 3 clusters
  Score: Raw -1274216.472186 + Penalty 3083.418541 = -1271133.053645
  nChanged 1586
		SP:Iteration 3F (514.970000 sec): 3 clusters
  Score: Raw -1277299.055522 + Penalty 3083.418541 = -1274215.636981
  nChanged 1227
		SP:Iteration 4F (515.010000 sec): 3 clusters
  Score: Raw -1279666.880126 + Penalty 3083.418541 = -1276583.461585
  nChanged 822
		SP:Iteration 5F (515.040000 sec): 3 clusters
  Score: Raw -1281937.818130 + Penalty 3083.418541 = -1278854.399589
  nChanged 508
		SP:Iteration 6Q (515.070000 sec): 3 clusters
  Score: Raw -1282708.738482 + Penalty 3083.418541 = -1279625.319941
  nChanged 295
		SP:Iteration 7Q (515.110000 sec): 3 clusters
  Score: Raw -1282858.852609 + Penalty 3083.418541 = -1279775.434068
  nChanged 142
		SP:Iteration 8Q (515.150000 sec): 3 clusters
  Score: Raw -1282913.641839 + Penalty 3083.418541 = -1279830.223298
  nChanged 89
		SP:Iteration 9Q (515.170000 sec): 3 clusters
  Score: Raw -1282937.563030 + Penalty 3083.418541 = -1279854.144489
  nChanged 56
		SP:Iteration 10Q (515.200000 sec): 3 clusters
  Score: Raw -1282949.041417 + Penalty 3083.418541 = -1279865.622876
  nChanged 34
		SP:Iteration 11Q (515.230000 sec): 3 clusters
  Score: Raw -1282954.772880 + Penalty 3083.418541 = -1279871.354339
  nChanged 22
		SP:Iteration 12Q (515.260000 sec): 3 clusters
  Score: Raw -1282958.246727 + Penalty 3083.418541 = -1279874.828186
  nChanged 19
		SP:Iteration 13Q (515.290000 sec): 3 clusters
  Score: Raw -1282960.538742 + Penalty 3083.418541 = -1279877.120201
  nChanged 11
		SP:Iteration 14Q (515.320000 sec): 3 clusters
  Score: Raw -1282961.632893 + Penalty 3083.418541 = -1279878.214352
  nChanged 6
		SP:Iteration 15Q (515.350000 sec): 3 clusters
  Score: Raw -1282962.048383 + Penalty 3083.418541 = -1279878.629842
  nChanged 2
		SP:Iteration 16Q (515.370000 sec): 3 clusters
  Score: Raw -1282962.145074 + Penalty 3083.418541 = -1279878.726533
  nChanged 3
		SP:Iteration 17Q (515.400000 sec): 3 clusters
  Score: Raw -1282962.267405 + Penalty 3083.418541 = -1279878.848864
  nChanged 1
		SP:Iteration 18Q (515.430000 sec): 3 clusters
  Score: Raw -1282962.363168 + Penalty 3083.418541 = -1279878.944627
  nChanged 3
		SP:Iteration 19Q (515.460000 sec): 3 clusters
  Score: Raw -1282962.769819 + Penalty 3083.418541 = -1279879.351278
  nChanged 4
		SP:Iteration 20F (515.490000 sec): 3 clusters
  Score: Raw -1282963.026264 + Penalty 3083.418541 = -1279879.607723
  nChanged 2
		SP:Iteration 21Q (515.520000 sec): 3 clusters
  Score: Raw -1282963.146324 + Penalty 3083.418541 = -1279879.727783
  nChanged 0
		SP:Iteration 22F (515.560000 sec): 3 clusters
  Score: Raw -1282963.146324 + Penalty 3083.418541 = -1279879.727783
  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 14.07 GB.

 Trying to split cluster 18 (359655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (520.820000 sec): 2 clusters
  Score: Raw -41672746.577434 + Penalty 2078.846334 = -41670667.731100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (521.780000 sec): 3 clusters
  Score: Raw -41431880.881236 + Penalty 4157.692668 = -41427723.188568
  nChanged 175714
		SP:Iteration 1F (522.730000 sec): 3 clusters
  Score: Raw -41540998.131046 + Penalty 4157.692668 = -41536840.438378
  nChanged 16220
		SP:Iteration 2Q (523.690000 sec): 3 clusters
  Score: Raw -41552405.336347 + Penalty 4157.692668 = -41548247.643678
  nChanged 24516
		SP:Iteration 3F (524.630000 sec): 3 clusters
  Score: Raw -41574515.851440 + Penalty 4157.692668 = -41570358.158772
  nChanged 32094
		SP:Iteration 4F (525.570000 sec): 3 clusters
  Score: Raw -41602775.287205 + Penalty 4157.692668 = -41598617.594536
  nChanged 32608
		SP:Iteration 5F (526.530000 sec): 3 clusters
  Score: Raw -41626123.386967 + Penalty 4157.692668 = -41621965.694298
  nChanged 25707
		SP:Iteration 6F (527.470000 sec): 3 clusters
  Score: Raw -41639424.304896 + Penalty 4157.692668 = -41635266.612227
  nChanged 17300
		SP:Iteration 7Q (528.390000 sec): 3 clusters
  Score: Raw -41645864.663151 + Penalty 4157.692668 = -41641706.970482
  nChanged 11298
		SP:Iteration 8Q (529.350000 sec): 3 clusters
  Score: Raw -41649285.261554 + Penalty 4157.692668 = -41645127.568886
  nChanged 8196
		SP:Iteration 9Q (530.280000 sec): 3 clusters
  Score: Raw -41651502.068381 + Penalty 4157.692668 = -41647344.375712
  nChanged 6930
		SP:Iteration 10Q (531.230000 sec): 3 clusters
  Score: Raw -41653402.871688 + Penalty 4157.692668 = -41649245.179020
  nChanged 6833
		SP:Iteration 11Q (532.230000 sec): 3 clusters
  Score: Raw -41655315.832915 + Penalty 4157.692668 = -41651158.140247
  nChanged 7139
		SP:Iteration 12Q (533.180000 sec): 3 clusters
  Score: Raw -41657369.634677 + Penalty 4157.692668 = -41653211.942009
  nChanged 7927
		SP:Iteration 13Q (534.140000 sec): 3 clusters
  Score: Raw -41659792.101117 + Penalty 4157.692668 = -41655634.408449
  nChanged 8933
		SP:Iteration 14Q (535.090000 sec): 3 clusters
  Score: Raw -41662750.281398 + Penalty 4157.692668 = -41658592.588730
  nChanged 9513
		SP:Iteration 15Q (536.030000 sec): 3 clusters
  Score: Raw -41666144.024019 + Penalty 4157.692668 = -41661986.331351
  nChanged 9947
		SP:Iteration 16Q (536.960000 sec): 3 clusters
  Score: Raw -41669987.089354 + Penalty 4157.692668 = -41665829.396686
  nChanged 10196
		SP:Iteration 17Q (537.890000 sec): 3 clusters
  Score: Raw -41674183.151930 + Penalty 4157.692668 = -41670025.459261
  nChanged 9970
		SP:Iteration 18Q (538.820000 sec): 3 clusters
  Score: Raw -41678472.153517 + Penalty 4157.692668 = -41674314.460848
  nChanged 9245
		SP:Iteration 19Q (539.720000 sec): 3 clusters
  Score: Raw -41682425.552832 + Penalty 4157.692668 = -41678267.860163
  nChanged 8014
		SP:Iteration 20F (540.660000 sec): 3 clusters
  Score: Raw -41685779.679126 + Penalty 4157.692668 = -41681621.986457
  nChanged 6795
		SP:Iteration 21Q (541.540000 sec): 3 clusters
  Score: Raw -41688542.479926 + Penalty 4157.692668 = -41684384.787258
  nChanged 5505
		SP:Iteration 22Q (542.460000 sec): 3 clusters
  Score: Raw -41690631.187960 + Penalty 4157.692668 = -41686473.495291
  nChanged 4216
		SP:Iteration 23Q (543.360000 sec): 3 clusters
  Score: Raw -41692045.112460 + Penalty 4157.692668 = -41687887.419792
  nChanged 3313
		SP:Iteration 24Q (544.210000 sec): 3 clusters
  Score: Raw -41693037.402597 + Penalty 4157.692668 = -41688879.709929
  nChanged 2543
		SP:Iteration 25Q (545.070000 sec): 3 clusters
  Score: Raw -41693686.322235 + Penalty 4157.692668 = -41689528.629566
  nChanged 1982
		SP:Iteration 26Q (545.930000 sec): 3 clusters
  Score: Raw -41694103.144438 + Penalty 4157.692668 = -41689945.451770
  nChanged 1561
		SP:Iteration 27Q (546.810000 sec): 3 clusters
  Score: Raw -41694373.871995 + Penalty 4157.692668 = -41690216.179327
  nChanged 1211
		SP:Iteration 28Q (547.680000 sec): 3 clusters
  Score: Raw -41694545.375852 + Penalty 4157.692668 = -41690387.683184
  nChanged 909
		SP:Iteration 29Q (548.510000 sec): 3 clusters
  Score: Raw -41694648.458116 + Penalty 4157.692668 = -41690490.765447
  nChanged 669
		SP:Iteration 30Q (549.320000 sec): 3 clusters
  Score: Raw -41694708.881993 + Penalty 4157.692668 = -41690551.189325
  nChanged 513
		SP:Iteration 31Q (550.130000 sec): 3 clusters
  Score: Raw -41694746.162600 + Penalty 4157.692668 = -41690588.469931
  nChanged 390
		SP:Iteration 32Q (550.940000 sec): 3 clusters
  Score: Raw -41694768.528491 + Penalty 4157.692668 = -41690610.835823
  nChanged 299
		SP:Iteration 33Q (551.750000 sec): 3 clusters
  Score: Raw -41694783.047794 + Penalty 4157.692668 = -41690625.355125
  nChanged 219
		SP:Iteration 34Q (552.570000 sec): 3 clusters
  Score: Raw -41694792.538379 + Penalty 4157.692668 = -41690634.845711
  nChanged 171
		SP:Iteration 35Q (553.380000 sec): 3 clusters
  Score: Raw -41694798.880364 + Penalty 4157.692668 = -41690641.187696
  nChanged 140
		SP:Iteration 36Q (554.190000 sec): 3 clusters
  Score: Raw -41694802.979637 + Penalty 4157.692668 = -41690645.286969
  nChanged 109
		SP:Iteration 37Q (555.010000 sec): 3 clusters
  Score: Raw -41694806.094367 + Penalty 4157.692668 = -41690648.401699
  nChanged 94
		SP:Iteration 38Q (555.810000 sec): 3 clusters
  Score: Raw -41694808.474939 + Penalty 4157.692668 = -41690650.782271
  nChanged 82
		SP:Iteration 39Q (556.610000 sec): 3 clusters
  Score: Raw -41694810.381322 + Penalty 4157.692668 = -41690652.688654
  nChanged 68
		SP:Iteration 40F (557.550000 sec): 3 clusters
  Score: Raw -41694811.899656 + Penalty 4157.692668 = -41690654.206988
  nChanged 61
		SP:Iteration 41Q (558.350000 sec): 3 clusters
  Score: Raw -41694813.441407 + Penalty 4157.692668 = -41690655.748739
  nChanged 60
		SP:Iteration 42Q (559.140000 sec): 3 clusters
  Score: Raw -41694814.783178 + Penalty 4157.692668 = -41690657.090509
  nChanged 39
		SP:Iteration 43Q (559.920000 sec): 3 clusters
  Score: Raw -41694815.731415 + Penalty 4157.692668 = -41690658.038747
  nChanged 33
		SP:Iteration 44Q (560.710000 sec): 3 clusters
  Score: Raw -41694816.318428 + Penalty 4157.692668 = -41690658.625760
  nChanged 26
		SP:Iteration 45Q (561.490000 sec): 3 clusters
  Score: Raw -41694816.787885 + Penalty 4157.692668 = -41690659.095216
  nChanged 18
		SP:Iteration 46Q (562.290000 sec): 3 clusters
  Score: Raw -41694817.114056 + Penalty 4157.692668 = -41690659.421388
  nChanged 13
		SP:Iteration 47Q (563.080000 sec): 3 clusters
  Score: Raw -41694817.300792 + Penalty 4157.692668 = -41690659.608123
  nChanged 8
		SP:Iteration 48Q (563.860000 sec): 3 clusters
  Score: Raw -41694817.465174 + Penalty 4157.692668 = -41690659.772506
  nChanged 11
		SP:Iteration 49Q (564.640000 sec): 3 clusters
  Score: Raw -41694817.676263 + Penalty 4157.692668 = -41690659.983595
  nChanged 13
		SP:Iteration 50Q (565.440000 sec): 3 clusters
  Score: Raw -41694817.900089 + Penalty 4157.692668 = -41690660.207421
  nChanged 12
		SP:Iteration 51Q (566.240000 sec): 3 clusters
  Score: Raw -41694818.082891 + Penalty 4157.692668 = -41690660.390223
  nChanged 9
		SP:Iteration 52Q (567.040000 sec): 3 clusters
  Score: Raw -41694818.172516 + Penalty 4157.692668 = -41690660.479848
  nChanged 5
		SP:Iteration 53Q (567.840000 sec): 3 clusters
  Score: Raw -41694818.204710 + Penalty 4157.692668 = -41690660.512042
  nChanged 1
		SP:Iteration 54Q (568.640000 sec): 3 clusters
  Score: Raw -41694818.215269 + Penalty 4157.692668 = -41690660.522600
  nChanged 1
		SP:Iteration 55Q (569.440000 sec): 3 clusters
  Score: Raw -41694818.225096 + Penalty 4157.692668 = -41690660.532428
  nChanged 1
		SP:Iteration 56Q (570.230000 sec): 3 clusters
  Score: Raw -41694818.259131 + Penalty 4157.692668 = -41690660.566463
  nChanged 4
		SP:Iteration 57Q (571.030000 sec): 3 clusters
  Score: Raw -41694818.354616 + Penalty 4157.692668 = -41690660.661948
  nChanged 13
		SP:Iteration 58Q (571.840000 sec): 3 clusters
  Score: Raw -41694818.599523 + Penalty 4157.692668 = -41690660.906855
  nChanged 9
		SP:Iteration 59Q (572.640000 sec): 3 clusters
  Score: Raw -41694818.684845 + Penalty 4157.692668 = -41690660.992177
  nChanged 7
		SP:Iteration 60F (573.580000 sec): 3 clusters
  Score: Raw -41694818.753845 + Penalty 4157.692668 = -41690661.061177
  nChanged 1
		SP:Iteration 61Q (574.390000 sec): 3 clusters
  Score: Raw -41694818.757677 + Penalty 4157.692668 = -41690661.065008
  nChanged 0
		SP:Iteration 62F (575.350000 sec): 3 clusters
  Score: Raw -41694818.757677 + Penalty 4157.692668 = -41690661.065008
  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 14.07 GB.

 Trying to split cluster 19 (21917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (575.620000 sec): 2 clusters
  Score: Raw -2450349.058812 + Penalty 1624.190404 = -2448724.868408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (575.670000 sec): 3 clusters
  Score: Raw -2437214.036072 + Penalty 3248.380808 = -2433965.655264
  nChanged 10033
		SP:Iteration 1F (575.730000 sec): 3 clusters
  Score: Raw -2445583.703668 + Penalty 3248.380808 = -2442335.322860
  nChanged 2831
		SP:Iteration 2F (575.780000 sec): 3 clusters
  Score: Raw -2450085.466663 + Penalty 3248.380808 = -2446837.085856
  nChanged 2663
		SP:Iteration 3F (575.840000 sec): 3 clusters
  Score: Raw -2453466.530371 + Penalty 3248.380808 = -2450218.149563
  nChanged 1600
		SP:Iteration 4F (575.920000 sec): 3 clusters
  Score: Raw -2454534.148877 + Penalty 3248.380808 = -2451285.768070
  nChanged 732
		SP:Iteration 5Q (575.970000 sec): 3 clusters
  Score: Raw -2454794.127287 + Penalty 3248.380808 = -2451545.746479
  nChanged 330
		SP:Iteration 6Q (576.030000 sec): 3 clusters
  Score: Raw -2454857.797547 + Penalty 3248.380808 = -2451609.416739
  nChanged 157
		SP:Iteration 7Q (576.090000 sec): 3 clusters
  Score: Raw -2454879.307714 + Penalty 3248.380808 = -2451630.926906
  nChanged 91
		SP:Iteration 8Q (576.150000 sec): 3 clusters
  Score: Raw -2454890.801666 + Penalty 3248.380808 = -2451642.420858
  nChanged 55
		SP:Iteration 9Q (576.220000 sec): 3 clusters
  Score: Raw -2454896.705561 + Penalty 3248.380808 = -2451648.324753
  nChanged 35
		SP:Iteration 10Q (576.280000 sec): 3 clusters
  Score: Raw -2454899.725194 + Penalty 3248.380808 = -2451651.344386
  nChanged 24
		SP:Iteration 11Q (576.330000 sec): 3 clusters
  Score: Raw -2454901.089685 + Penalty 3248.380808 = -2451652.708877
  nChanged 25
		SP:Iteration 12Q (576.390000 sec): 3 clusters
  Score: Raw -2454902.717439 + Penalty 3248.380808 = -2451654.336631
  nChanged 17
		SP:Iteration 13Q (576.440000 sec): 3 clusters
  Score: Raw -2454904.015116 + Penalty 3248.380808 = -2451655.634309
  nChanged 17
		SP:Iteration 14Q (576.500000 sec): 3 clusters
  Score: Raw -2454905.474749 + Penalty 3248.380808 = -2451657.093941
  nChanged 16
		SP:Iteration 15Q (576.560000 sec): 3 clusters
  Score: Raw -2454906.651904 + Penalty 3248.380808 = -2451658.271096
  nChanged 17
		SP:Iteration 16Q (576.620000 sec): 3 clusters
  Score: Raw -2454907.721250 + Penalty 3248.380808 = -2451659.340442
  nChanged 17
		SP:Iteration 17Q (576.680000 sec): 3 clusters
  Score: Raw -2454909.253092 + Penalty 3248.380808 = -2451660.872284
  nChanged 19
		SP:Iteration 18Q (576.740000 sec): 3 clusters
  Score: Raw -2454911.253053 + Penalty 3248.380808 = -2451662.872246
  nChanged 26
		SP:Iteration 19Q (576.800000 sec): 3 clusters
  Score: Raw -2454913.288988 + Penalty 3248.380808 = -2451664.908180
  nChanged 29
		SP:Iteration 20F (576.860000 sec): 3 clusters
  Score: Raw -2454915.681439 + Penalty 3248.380808 = -2451667.300632
  nChanged 24
		SP:Iteration 21Q (576.910000 sec): 3 clusters
  Score: Raw -2454917.374034 + Penalty 3248.380808 = -2451668.993226
  nChanged 19
		SP:Iteration 22Q (576.970000 sec): 3 clusters
  Score: Raw -2454918.550896 + Penalty 3248.380808 = -2451670.170088
  nChanged 18
		SP:Iteration 23Q (577.030000 sec): 3 clusters
  Score: Raw -2454919.330407 + Penalty 3248.380808 = -2451670.949599
  nChanged 14
		SP:Iteration 24Q (577.080000 sec): 3 clusters
  Score: Raw -2454920.174026 + Penalty 3248.380808 = -2451671.793218
  nChanged 11
		SP:Iteration 25Q (577.140000 sec): 3 clusters
  Score: Raw -2454920.954864 + Penalty 3248.380808 = -2451672.574056
  nChanged 11
		SP:Iteration 26Q (577.190000 sec): 3 clusters
  Score: Raw -2454921.624190 + Penalty 3248.380808 = -2451673.243382
  nChanged 9
		SP:Iteration 27Q (577.250000 sec): 3 clusters
  Score: Raw -2454922.343240 + Penalty 3248.380808 = -2451673.962432
  nChanged 12
		SP:Iteration 28Q (577.300000 sec): 3 clusters
  Score: Raw -2454923.681800 + Penalty 3248.380808 = -2451675.300992
  nChanged 21
		SP:Iteration 29Q (577.360000 sec): 3 clusters
  Score: Raw -2454925.618910 + Penalty 3248.380808 = -2451677.238102
  nChanged 29
		SP:Iteration 30Q (577.410000 sec): 3 clusters
  Score: Raw -2454927.989525 + Penalty 3248.380808 = -2451679.608717
  nChanged 26
		SP:Iteration 31Q (577.470000 sec): 3 clusters
  Score: Raw -2454929.896285 + Penalty 3248.380808 = -2451681.515477
  nChanged 19
		SP:Iteration 32Q (577.530000 sec): 3 clusters
  Score: Raw -2454930.719404 + Penalty 3248.380808 = -2451682.338597
  nChanged 12
		SP:Iteration 33Q (577.600000 sec): 3 clusters
  Score: Raw -2454931.595126 + Penalty 3248.380808 = -2451683.214318
  nChanged 14
		SP:Iteration 34Q (577.650000 sec): 3 clusters
  Score: Raw -2454932.304967 + Penalty 3248.380808 = -2451683.924159
  nChanged 12
		SP:Iteration 35Q (577.710000 sec): 3 clusters
  Score: Raw -2454933.354959 + Penalty 3248.380808 = -2451684.974151
  nChanged 18
		SP:Iteration 36Q (577.760000 sec): 3 clusters
  Score: Raw -2454934.685703 + Penalty 3248.380808 = -2451686.304895
  nChanged 19
		SP:Iteration 37Q (577.820000 sec): 3 clusters
  Score: Raw -2454935.619808 + Penalty 3248.380808 = -2451687.239000
  nChanged 16
		SP:Iteration 38Q (577.880000 sec): 3 clusters
  Score: Raw -2454936.646096 + Penalty 3248.380808 = -2451688.265288
  nChanged 16
		SP:Iteration 39Q (577.940000 sec): 3 clusters
  Score: Raw -2454937.692874 + Penalty 3248.380808 = -2451689.312066
  nChanged 22
		SP:Iteration 40F (578.000000 sec): 3 clusters
  Score: Raw -2454939.514101 + Penalty 3248.380808 = -2451691.133293
  nChanged 22
		SP:Iteration 41Q (578.060000 sec): 3 clusters
  Score: Raw -2454941.379289 + Penalty 3248.380808 = -2451692.998481
  nChanged 19
		SP:Iteration 42Q (578.110000 sec): 3 clusters
  Score: Raw -2454943.007811 + Penalty 3248.380808 = -2451694.627003
  nChanged 21
		SP:Iteration 43Q (578.160000 sec): 3 clusters
  Score: Raw -2454944.466834 + Penalty 3248.380808 = -2451696.086026
  nChanged 16
		SP:Iteration 44Q (578.220000 sec): 3 clusters
  Score: Raw -2454945.464830 + Penalty 3248.380808 = -2451697.084022
  nChanged 18
		SP:Iteration 45Q (578.280000 sec): 3 clusters
  Score: Raw -2454946.455826 + Penalty 3248.380808 = -2451698.075018
  nChanged 15
		SP:Iteration 46Q (578.340000 sec): 3 clusters
  Score: Raw -2454947.473612 + Penalty 3248.380808 = -2451699.092804
  nChanged 15
		SP:Iteration 47Q (578.390000 sec): 3 clusters
  Score: Raw -2454948.477063 + Penalty 3248.380808 = -2451700.096255
  nChanged 19
		SP:Iteration 48Q (578.450000 sec): 3 clusters
  Score: Raw -2454950.229383 + Penalty 3248.380808 = -2451701.848575
  nChanged 21
		SP:Iteration 49Q (578.500000 sec): 3 clusters
  Score: Raw -2454951.752046 + Penalty 3248.380808 = -2451703.371238
  nChanged 23
		SP:Iteration 50Q (578.560000 sec): 3 clusters
  Score: Raw -2454953.756701 + Penalty 3248.380808 = -2451705.375893
  nChanged 28
		SP:Iteration 51Q (578.620000 sec): 3 clusters
  Score: Raw -2454955.779582 + Penalty 3248.380808 = -2451707.398774
  nChanged 30
		SP:Iteration 52Q (578.680000 sec): 3 clusters
  Score: Raw -2454958.983900 + Penalty 3248.380808 = -2451710.603092
  nChanged 39
		SP:Iteration 53Q (578.750000 sec): 3 clusters
  Score: Raw -2454963.304873 + Penalty 3248.380808 = -2451714.924065
  nChanged 40
		SP:Iteration 54Q (578.800000 sec): 3 clusters
  Score: Raw -2454968.110104 + Penalty 3248.380808 = -2451719.729296
  nChanged 44
		SP:Iteration 55Q (578.860000 sec): 3 clusters
  Score: Raw -2454973.224532 + Penalty 3248.380808 = -2451724.843725
  nChanged 45
		SP:Iteration 56Q (578.910000 sec): 3 clusters
  Score: Raw -2454978.341023 + Penalty 3248.380808 = -2451729.960215
  nChanged 40
		SP:Iteration 57Q (578.970000 sec): 3 clusters
  Score: Raw -2454982.119884 + Penalty 3248.380808 = -2451733.739077
  nChanged 32
		SP:Iteration 58Q (579.040000 sec): 3 clusters
  Score: Raw -2454984.482422 + Penalty 3248.380808 = -2451736.101614
  nChanged 22
		SP:Iteration 59Q (579.100000 sec): 3 clusters
  Score: Raw -2454986.693210 + Penalty 3248.380808 = -2451738.312402
  nChanged 32
		SP:Iteration 60F (579.160000 sec): 3 clusters
  Score: Raw -2454989.749190 + Penalty 3248.380808 = -2451741.368382
  nChanged 30
		SP:Iteration 61Q (579.220000 sec): 3 clusters
  Score: Raw -2454992.993027 + Penalty 3248.380808 = -2451744.612219
  nChanged 29
		SP:Iteration 62Q (579.280000 sec): 3 clusters
  Score: Raw -2454995.686214 + Penalty 3248.380808 = -2451747.305406
  nChanged 29
		SP:Iteration 63Q (579.330000 sec): 3 clusters
  Score: Raw -2454998.782083 + Penalty 3248.380808 = -2451750.401275
  nChanged 30
		SP:Iteration 64Q (579.390000 sec): 3 clusters
  Score: Raw -2455002.176110 + Penalty 3248.380808 = -2451753.795302
  nChanged 33
		SP:Iteration 65Q (579.450000 sec): 3 clusters
  Score: Raw -2455006.473857 + Penalty 3248.380808 = -2451758.093049
  nChanged 47
		SP:Iteration 66Q (579.590000 sec): 3 clusters
  Score: Raw -2455014.537421 + Penalty 3248.380808 = -2451766.156613
  nChanged 55
		SP:Iteration 67Q (579.650000 sec): 3 clusters
  Score: Raw -2455026.460099 + Penalty 3248.380808 = -2451778.079291
  nChanged 74
		SP:Iteration 68Q (579.710000 sec): 3 clusters
  Score: Raw -2455052.446730 + Penalty 3248.380808 = -2451804.065922
  nChanged 100
		SP:Iteration 69Q (579.760000 sec): 3 clusters
  Score: Raw -2455093.631276 + Penalty 3248.380808 = -2451845.250468
  nChanged 130
		SP:Iteration 70Q (579.840000 sec): 3 clusters
  Score: Raw -2455154.476104 + Penalty 3248.380808 = -2451906.095296
  nChanged 183
		SP:Iteration 71Q (579.910000 sec): 3 clusters
  Score: Raw -2455286.927781 + Penalty 3248.380808 = -2452038.546973
  nChanged 261
		SP:Iteration 72Q (579.970000 sec): 3 clusters
  Score: Raw -2455567.056004 + Penalty 3248.380808 = -2452318.675196
  nChanged 347
		SP:Iteration 73Q (580.050000 sec): 3 clusters
  Score: Raw -2456012.301694 + Penalty 3248.380808 = -2452763.920886
  nChanged 404
		SP:Iteration 74Q (580.110000 sec): 3 clusters
  Score: Raw -2456412.214639 + Penalty 3248.380808 = -2453163.833831
  nChanged 356
		SP:Iteration 75Q (580.160000 sec): 3 clusters
  Score: Raw -2456604.254566 + Penalty 3248.380808 = -2453355.873758
  nChanged 258
		SP:Iteration 76Q (580.220000 sec): 3 clusters
  Score: Raw -2456675.842157 + Penalty 3248.380808 = -2453427.461349
  nChanged 152
		SP:Iteration 77Q (580.280000 sec): 3 clusters
  Score: Raw -2456703.155355 + Penalty 3248.380808 = -2453454.774547
  nChanged 117
		SP:Iteration 78Q (580.340000 sec): 3 clusters
  Score: Raw -2456718.969633 + Penalty 3248.380808 = -2453470.588825
  nChanged 67
		SP:Iteration 79Q (580.390000 sec): 3 clusters
  Score: Raw -2456725.447322 + Penalty 3248.380808 = -2453477.066514
  nChanged 41
		SP:Iteration 80F (580.450000 sec): 3 clusters
  Score: Raw -2456728.655500 + Penalty 3248.380808 = -2453480.274692
  nChanged 32
		SP:Iteration 81Q (580.500000 sec): 3 clusters
  Score: Raw -2456730.478856 + Penalty 3248.380808 = -2453482.098048
  nChanged 17
		SP:Iteration 82Q (580.560000 sec): 3 clusters
  Score: Raw -2456731.374109 + Penalty 3248.380808 = -2453482.993301
  nChanged 19
		SP:Iteration 83Q (580.620000 sec): 3 clusters
  Score: Raw -2456732.293535 + Penalty 3248.380808 = -2453483.912727
  nChanged 12
		SP:Iteration 84Q (580.680000 sec): 3 clusters
  Score: Raw -2456732.791384 + Penalty 3248.380808 = -2453484.410576
  nChanged 9
		SP:Iteration 85Q (580.740000 sec): 3 clusters
  Score: Raw -2456733.211278 + Penalty 3248.380808 = -2453484.830470
  nChanged 4
		SP:Iteration 86Q (580.800000 sec): 3 clusters
  Score: Raw -2456733.384283 + Penalty 3248.380808 = -2453485.003475
  nChanged 5
		SP:Iteration 87Q (580.850000 sec): 3 clusters
  Score: Raw -2456733.559454 + Penalty 3248.380808 = -2453485.178646
  nChanged 4
		SP:Iteration 88Q (580.910000 sec): 3 clusters
  Score: Raw -2456733.736440 + Penalty 3248.380808 = -2453485.355632
  nChanged 1
		SP:Iteration 89Q (580.960000 sec): 3 clusters
  Score: Raw -2456733.798654 + Penalty 3248.380808 = -2453485.417846
  nChanged 1
		SP:Iteration 90Q (581.020000 sec): 3 clusters
  Score: Raw -2456733.827378 + Penalty 3248.380808 = -2453485.446570
  nChanged 1
		SP:Iteration 91Q (581.080000 sec): 3 clusters
  Score: Raw -2456733.918048 + Penalty 3248.380808 = -2453485.537240
  nChanged 2
		SP:Iteration 92Q (581.140000 sec): 3 clusters
  Score: Raw -2456734.074039 + Penalty 3248.380808 = -2453485.693231
  nChanged 3
		SP:Iteration 93Q (581.190000 sec): 3 clusters
  Score: Raw -2456734.307503 + Penalty 3248.380808 = -2453485.926696
  nChanged 4
		SP:Iteration 94Q (581.250000 sec): 3 clusters
  Score: Raw -2456734.463810 + Penalty 3248.380808 = -2453486.083002
  nChanged 2
		SP:Iteration 95Q (581.300000 sec): 3 clusters
  Score: Raw -2456734.533869 + Penalty 3248.380808 = -2453486.153061
  nChanged 0
		SP:Iteration 96F (581.360000 sec): 3 clusters
  Score: Raw -2456734.533869 + Penalty 3248.380808 = -2453486.153061
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Iteration 20F (662.690000 sec): 36 clusters
  Score: Raw -173168200.550858 + Penalty 81080.317647 = -173087120.233211
  nChanged 70356
Iteration 21Q (675.170000 sec): 36 clusters
  Score: Raw -173206590.265162 + Penalty 81080.317647 = -173125509.947515
  nChanged 32629
Iteration 22Q (684.380000 sec): 36 clusters
  Score: Raw -173221523.634898 + Penalty 81080.317647 = -173140443.317251
  nChanged 22335
Iteration 23Q (693.350000 sec): 36 clusters
  Score: Raw -173229931.451685 + Penalty 81080.317647 = -173148851.134037
  nChanged 17081
Iteration 24Q (702.070000 sec): 36 clusters
  Score: Raw -173235366.465323 + Penalty 81080.317647 = -173154286.147676
  nChanged 13400
Iteration 25Q (710.220000 sec): 36 clusters
  Score: Raw -173238956.307576 + Penalty 81080.317647 = -173157875.989929
  nChanged 10726
Iteration 26Q (718.330000 sec): 36 clusters
  Score: Raw -173241430.411783 + Penalty 81080.317647 = -173160350.094136
  nChanged 8860
Iteration 27Q (726.300000 sec): 36 clusters
  Score: Raw -173243341.583489 + Penalty 81080.317647 = -173162261.265842
  nChanged 7278
Iteration 28Q (734.200000 sec): 36 clusters
  Score: Raw -173244948.508916 + Penalty 81080.317647 = -173163868.191268
  nChanged 6182
Iteration 29Q (742.090000 sec): 36 clusters
  Score: Raw -173246260.615607 + Penalty 81080.317647 = -173165180.297960
  nChanged 5533
Iteration 30Q (749.970000 sec): 36 clusters
  Score: Raw -173247486.576810 + Penalty 81080.317647 = -173166406.259162
  nChanged 5028
Iteration 31Q (757.850000 sec): 36 clusters
  Score: Raw -173248853.657534 + Penalty 81080.317647 = -173167773.339887
  nChanged 4670
Iteration 32Q (765.700000 sec): 36 clusters
  Score: Raw -173250086.568398 + Penalty 81080.317647 = -173169006.250751
  nChanged 4195
Iteration 33Q (773.530000 sec): 36 clusters
  Score: Raw -173251165.962515 + Penalty 81080.317647 = -173170085.644868
  nChanged 3852
Iteration 34Q (781.270000 sec): 36 clusters
  Score: Raw -173251994.829623 + Penalty 81080.317647 = -173170914.511976
  nChanged 3601
Iteration 35Q (788.960000 sec): 36 clusters
  Score: Raw -173252805.962294 + Penalty 81080.317647 = -173171725.644647
  nChanged 3396
Iteration 36Q (796.570000 sec): 36 clusters
  Score: Raw -173253522.854416 + Penalty 81080.317647 = -173172442.536769
  nChanged 3165
Iteration 37Q (804.180000 sec): 36 clusters
  Score: Raw -173254258.736902 + Penalty 81080.317647 = -173173178.419254
  nChanged 3049
Iteration 38Q (811.770000 sec): 36 clusters
  Score: Raw -173254990.501556 + Penalty 81080.317647 = -173173910.183909
  nChanged 2941
Iteration 39Q (819.630000 sec): 36 clusters
  Score: Raw -173255706.948043 + Penalty 81080.317647 = -173174626.630396
  nChanged 2800
Iteration 40F (870.360000 sec): 36 clusters
  Score: Raw -173259665.731523 + Penalty 81080.317647 = -173178585.413876
  nChanged 3246
Iteration 41Q (878.850000 sec): 36 clusters
  Score: Raw -173262133.265947 + Penalty 81080.317647 = -173181052.948299
  nChanged 3353
Iteration 42Q (887.770000 sec): 36 clusters
  Score: Raw -173263477.689543 + Penalty 81080.317647 = -173182397.371896
  nChanged 3172
Iteration 43Q (896.010000 sec): 36 clusters
  Score: Raw -173264167.946837 + Penalty 81080.317647 = -173183087.629190
  nChanged 2887
Iteration 44Q (904.210000 sec): 36 clusters
  Score: Raw -173264655.181439 + Penalty 81080.317647 = -173183574.863792
  nChanged 2546
Iteration 45Q (912.430000 sec): 36 clusters
  Score: Raw -173265034.607516 + Penalty 81080.317647 = -173183954.289869
  nChanged 2320
Iteration 46Q (921.240000 sec): 36 clusters
  Score: Raw -173265331.668690 + Penalty 81080.317647 = -173184251.351043
  nChanged 2054
Iteration 47Q (929.380000 sec): 36 clusters
  Score: Raw -173265578.739754 + Penalty 81080.317647 = -173184498.422107
  nChanged 1866
Iteration 48Q (937.500000 sec): 36 clusters
  Score: Raw -173265796.266374 + Penalty 81080.317647 = -173184715.948727
  nChanged 1627
Iteration 49Q (945.600000 sec): 36 clusters
  Score: Raw -173265971.858790 + Penalty 81080.317647 = -173184891.541143
  nChanged 1474
Iteration 50Q (953.690000 sec): 36 clusters
  Score: Raw -173266128.475861 + Penalty 81080.317647 = -173185048.158214
  nChanged 1379
Iteration 51Q (961.790000 sec): 36 clusters
  Score: Raw -173266289.135863 + Penalty 81080.317647 = -173185208.818215
  nChanged 1335
Iteration 52Q (969.910000 sec): 36 clusters
  Score: Raw -173266450.859956 + Penalty 81080.317647 = -173185370.542309
  nChanged 1332
Iteration 53Q (978.030000 sec): 36 clusters
  Score: Raw -173266627.268133 + Penalty 81080.317647 = -173185546.950486
  nChanged 1406
Iteration 54Q (986.070000 sec): 36 clusters
  Score: Raw -173266818.716384 + Penalty 81080.317647 = -173185738.398737
  nChanged 1448
Iteration 55Q (994.000000 sec): 36 clusters
  Score: Raw -173267026.706493 + Penalty 81080.317647 = -173185946.388846
  nChanged 1466
Iteration 56Q (1001.960000 sec): 36 clusters
  Score: Raw -173267269.528574 + Penalty 81080.317647 = -173186189.210927
  nChanged 1588
Iteration 57Q (1009.890000 sec): 36 clusters
  Score: Raw -173267557.531725 + Penalty 81080.317647 = -173186477.214078
  nChanged 1667
Iteration 58Q (1017.830000 sec): 36 clusters
  Score: Raw -173267866.357562 + Penalty 81080.317647 = -173186786.039915
  nChanged 1746
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173267866.357562 + Penalty 81080.317647 = -173186786.039915
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (27131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1018.830000 sec): 2 clusters
  Score: Raw -3188381.529421 + Penalty 1658.870243 = -3186722.659178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1018.900000 sec): 3 clusters
  Score: Raw -3171731.917411 + Penalty 3317.740486 = -3168414.176925
  nChanged 12396
		SP:Iteration 1F (1018.970000 sec): 3 clusters
  Score: Raw -3178622.660587 + Penalty 3317.740486 = -3175304.920101
  nChanged 1289
		SP:Iteration 2Q (1019.050000 sec): 3 clusters
  Score: Raw -3179108.791235 + Penalty 3317.740486 = -3175791.050749
  nChanged 1265
		SP:Iteration 3Q (1019.120000 sec): 3 clusters
  Score: Raw -3179658.008608 + Penalty 3317.740486 = -3176340.268122
  nChanged 1380
		SP:Iteration 4F (1019.190000 sec): 3 clusters
  Score: Raw -3180330.803670 + Penalty 3317.740486 = -3177013.063184
  nChanged 1413
		SP:Iteration 5F (1019.270000 sec): 3 clusters
  Score: Raw -3181112.685588 + Penalty 3317.740486 = -3177794.945102
  nChanged 1468
		SP:Iteration 6F (1019.330000 sec): 3 clusters
  Score: Raw -3181963.349708 + Penalty 3317.740486 = -3178645.609222
  nChanged 1496
		SP:Iteration 7F (1019.410000 sec): 3 clusters
  Score: Raw -3182876.130433 + Penalty 3317.740486 = -3179558.389947
  nChanged 1441
		SP:Iteration 8F (1019.480000 sec): 3 clusters
  Score: Raw -3183714.105312 + Penalty 3317.740486 = -3180396.364826
  nChanged 1219
		SP:Iteration 9Q (1019.550000 sec): 3 clusters
  Score: Raw -3184409.119022 + Penalty 3317.740486 = -3181091.378536
  nChanged 1081
		SP:Iteration 10Q (1019.630000 sec): 3 clusters
  Score: Raw -3184969.106730 + Penalty 3317.740486 = -3181651.366244
  nChanged 869
		SP:Iteration 11Q (1019.700000 sec): 3 clusters
  Score: Raw -3185394.722073 + Penalty 3317.740486 = -3182076.981587
  nChanged 727
		SP:Iteration 12Q (1019.770000 sec): 3 clusters
  Score: Raw -3185803.619721 + Penalty 3317.740486 = -3182485.879235
  nChanged 679
		SP:Iteration 13Q (1019.840000 sec): 3 clusters
  Score: Raw -3186181.402279 + Penalty 3317.740486 = -3182863.661793
  nChanged 619
		SP:Iteration 14Q (1019.910000 sec): 3 clusters
  Score: Raw -3186505.080396 + Penalty 3317.740486 = -3183187.339910
  nChanged 532
		SP:Iteration 15Q (1019.980000 sec): 3 clusters
  Score: Raw -3186799.637986 + Penalty 3317.740486 = -3183481.897500
  nChanged 531
		SP:Iteration 16Q (1020.040000 sec): 3 clusters
  Score: Raw -3187092.764768 + Penalty 3317.740486 = -3183775.024282
  nChanged 477
		SP:Iteration 17Q (1020.100000 sec): 3 clusters
  Score: Raw -3187341.244733 + Penalty 3317.740486 = -3184023.504247
  nChanged 459
		SP:Iteration 18Q (1020.160000 sec): 3 clusters
  Score: Raw -3187600.710629 + Penalty 3317.740486 = -3184282.970143
  nChanged 449
		SP:Iteration 19Q (1020.230000 sec): 3 clusters
  Score: Raw -3187850.534192 + Penalty 3317.740486 = -3184532.793706
  nChanged 441
		SP:Iteration 20F (1020.300000 sec): 3 clusters
  Score: Raw -3188102.739019 + Penalty 3317.740486 = -3184784.998533
  nChanged 424
		SP:Iteration 21Q (1020.360000 sec): 3 clusters
  Score: Raw -3188355.836859 + Penalty 3317.740486 = -3185038.096373
  nChanged 383
		SP:Iteration 22Q (1020.420000 sec): 3 clusters
  Score: Raw -3188565.094326 + Penalty 3317.740486 = -3185247.353840
  nChanged 363
		SP:Iteration 23Q (1020.490000 sec): 3 clusters
  Score: Raw -3188763.909972 + Penalty 3317.740486 = -3185446.169486
  nChanged 338
		SP:Iteration 24Q (1020.550000 sec): 3 clusters
  Score: Raw -3188951.804959 + Penalty 3317.740486 = -3185634.064473
  nChanged 324
		SP:Iteration 25Q (1020.600000 sec): 3 clusters
  Score: Raw -3189140.915925 + Penalty 3317.740486 = -3185823.175439
  nChanged 293
		SP:Iteration 26Q (1020.660000 sec): 3 clusters
  Score: Raw -3189332.167342 + Penalty 3317.740486 = -3186014.426856
  nChanged 253
		SP:Iteration 27Q (1020.720000 sec): 3 clusters
  Score: Raw -3189495.773717 + Penalty 3317.740486 = -3186178.033231
  nChanged 211
		SP:Iteration 28Q (1020.770000 sec): 3 clusters
  Score: Raw -3189618.101187 + Penalty 3317.740486 = -3186300.360701
  nChanged 174
		SP:Iteration 29Q (1020.830000 sec): 3 clusters
  Score: Raw -3189701.204631 + Penalty 3317.740486 = -3186383.464145
  nChanged 117
		SP:Iteration 30Q (1020.890000 sec): 3 clusters
  Score: Raw -3189752.427463 + Penalty 3317.740486 = -3186434.686977
  nChanged 85
		SP:Iteration 31Q (1020.940000 sec): 3 clusters
  Score: Raw -3189783.830642 + Penalty 3317.740486 = -3186466.090156
  nChanged 73
		SP:Iteration 32Q (1021.000000 sec): 3 clusters
  Score: Raw -3189804.599747 + Penalty 3317.740486 = -3186486.859261
  nChanged 56
		SP:Iteration 33Q (1021.050000 sec): 3 clusters
  Score: Raw -3189816.424433 + Penalty 3317.740486 = -3186498.683947
  nChanged 38
		SP:Iteration 34Q (1021.110000 sec): 3 clusters
  Score: Raw -3189825.034736 + Penalty 3317.740486 = -3186507.294250
  nChanged 34
		SP:Iteration 35Q (1021.170000 sec): 3 clusters
  Score: Raw -3189832.258864 + Penalty 3317.740486 = -3186514.518378
  nChanged 25
		SP:Iteration 36Q (1021.220000 sec): 3 clusters
  Score: Raw -3189836.294494 + Penalty 3317.740486 = -3186518.554008
  nChanged 19
		SP:Iteration 37Q (1021.270000 sec): 3 clusters
  Score: Raw -3189839.305353 + Penalty 3317.740486 = -3186521.564867
  nChanged 20
		SP:Iteration 38Q (1021.330000 sec): 3 clusters
  Score: Raw -3189842.487386 + Penalty 3317.740486 = -3186524.746900
  nChanged 18
		SP:Iteration 39Q (1021.380000 sec): 3 clusters
  Score: Raw -3189845.002937 + Penalty 3317.740486 = -3186527.262451
  nChanged 7
		SP:Iteration 40F (1021.450000 sec): 3 clusters
  Score: Raw -3189845.783933 + Penalty 3317.740486 = -3186528.043447
  nChanged 5
		SP:Iteration 41Q (1021.510000 sec): 3 clusters
  Score: Raw -3189846.421391 + Penalty 3317.740486 = -3186528.680905
  nChanged 4
		SP:Iteration 42Q (1021.570000 sec): 3 clusters
  Score: Raw -3189846.846100 + Penalty 3317.740486 = -3186529.105614
  nChanged 2
		SP:Iteration 43Q (1021.620000 sec): 3 clusters
  Score: Raw -3189847.029122 + Penalty 3317.740486 = -3186529.288636
  nChanged 1
		SP:Iteration 44Q (1021.680000 sec): 3 clusters
  Score: Raw -3189847.076636 + Penalty 3317.740486 = -3186529.336150
  nChanged 0
		SP:Iteration 45F (1021.750000 sec): 3 clusters
  Score: Raw -3189847.076636 + Penalty 3317.740486 = -3186529.336150
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (8476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1021.890000 sec): 2 clusters
  Score: Raw -1017647.309372 + Penalty 1469.811512 = -1016177.497860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1021.910000 sec): 3 clusters
  Score: Raw -1012935.276308 + Penalty 2939.623024 = -1009995.653284
  nChanged 3546
		SP:Iteration 1F (1021.940000 sec): 3 clusters
  Score: Raw -1014783.409704 + Penalty 2939.623024 = -1011843.786681
  nChanged 537
		SP:Iteration 2F (1021.960000 sec): 3 clusters
  Score: Raw -1015081.934840 + Penalty 2939.623024 = -1012142.311816
  nChanged 478
		SP:Iteration 3F (1021.980000 sec): 3 clusters
  Score: Raw -1015356.813010 + Penalty 2939.623024 = -1012417.189986
  nChanged 420
		SP:Iteration 4Q (1022.000000 sec): 3 clusters
  Score: Raw -1015560.192458 + Penalty 2939.623024 = -1012620.569435
  nChanged 403
		SP:Iteration 5Q (1022.020000 sec): 3 clusters
  Score: Raw -1015738.668697 + Penalty 2939.623024 = -1012799.045673
  nChanged 365
		SP:Iteration 6Q (1022.040000 sec): 3 clusters
  Score: Raw -1015919.647090 + Penalty 2939.623024 = -1012980.024067
  nChanged 353
		SP:Iteration 7Q (1022.060000 sec): 3 clusters
  Score: Raw -1016127.027962 + Penalty 2939.623024 = -1013187.404938
  nChanged 446
		SP:Iteration 8F (1022.080000 sec): 3 clusters
  Score: Raw -1016451.837770 + Penalty 2939.623024 = -1013512.214746
  nChanged 484
		SP:Iteration 9F (1022.110000 sec): 3 clusters
  Score: Raw -1016817.582925 + Penalty 2939.623024 = -1013877.959901
  nChanged 416
		SP:Iteration 10Q (1022.130000 sec): 3 clusters
  Score: Raw -1017075.800952 + Penalty 2939.623024 = -1014136.177928
  nChanged 347
		SP:Iteration 11Q (1022.150000 sec): 3 clusters
  Score: Raw -1017263.523136 + Penalty 2939.623024 = -1014323.900113
  nChanged 260
		SP:Iteration 12Q (1022.170000 sec): 3 clusters
  Score: Raw -1017394.125828 + Penalty 2939.623024 = -1014454.502804
  nChanged 206
		SP:Iteration 13Q (1022.190000 sec): 3 clusters
  Score: Raw -1017485.261724 + Penalty 2939.623024 = -1014545.638700
  nChanged 180
		SP:Iteration 14Q (1022.210000 sec): 3 clusters
  Score: Raw -1017573.982340 + Penalty 2939.623024 = -1014634.359316
  nChanged 151
		SP:Iteration 15Q (1022.230000 sec): 3 clusters
  Score: Raw -1017644.553282 + Penalty 2939.623024 = -1014704.930258
  nChanged 129
		SP:Iteration 16Q (1022.250000 sec): 3 clusters
  Score: Raw -1017709.265766 + Penalty 2939.623024 = -1014769.642742
  nChanged 127
		SP:Iteration 17Q (1022.280000 sec): 3 clusters
  Score: Raw -1017766.655903 + Penalty 2939.623024 = -1014827.032879
  nChanged 104
		SP:Iteration 18Q (1022.300000 sec): 3 clusters
  Score: Raw -1017805.971784 + Penalty 2939.623024 = -1014866.348760
  nChanged 95
		SP:Iteration 19Q (1022.320000 sec): 3 clusters
  Score: Raw -1017840.384648 + Penalty 2939.623024 = -1014900.761624
  nChanged 78
		SP:Iteration 20F (1022.340000 sec): 3 clusters
  Score: Raw -1017867.130352 + Penalty 2939.623024 = -1014927.507328
  nChanged 61
		SP:Iteration 21Q (1022.360000 sec): 3 clusters
  Score: Raw -1017888.725616 + Penalty 2939.623024 = -1014949.102593
  nChanged 63
		SP:Iteration 22Q (1022.380000 sec): 3 clusters
  Score: Raw -1017915.325452 + Penalty 2939.623024 = -1014975.702429
  nChanged 56
		SP:Iteration 23Q (1022.400000 sec): 3 clusters
  Score: Raw -1017932.040138 + Penalty 2939.623024 = -1014992.417114
  nChanged 47
		SP:Iteration 24Q (1022.410000 sec): 3 clusters
  Score: Raw -1017945.265392 + Penalty 2939.623024 = -1015005.642369
  nChanged 42
		SP:Iteration 25Q (1022.430000 sec): 3 clusters
  Score: Raw -1017960.632829 + Penalty 2939.623024 = -1015021.009805
  nChanged 42
		SP:Iteration 26Q (1022.450000 sec): 3 clusters
  Score: Raw -1017979.789873 + Penalty 2939.623024 = -1015040.166849
  nChanged 47
		SP:Iteration 27Q (1022.470000 sec): 3 clusters
  Score: Raw -1018005.584021 + Penalty 2939.623024 = -1015065.960997
  nChanged 52
		SP:Iteration 28Q (1022.490000 sec): 3 clusters
  Score: Raw -1018037.340836 + Penalty 2939.623024 = -1015097.717813
  nChanged 52
		SP:Iteration 29Q (1022.510000 sec): 3 clusters
  Score: Raw -1018065.173276 + Penalty 2939.623024 = -1015125.550252
  nChanged 48
		SP:Iteration 30Q (1022.530000 sec): 3 clusters
  Score: Raw -1018087.421063 + Penalty 2939.623024 = -1015147.798039
  nChanged 55
		SP:Iteration 31Q (1022.550000 sec): 3 clusters
  Score: Raw -1018114.127189 + Penalty 2939.623024 = -1015174.504165
  nChanged 48
		SP:Iteration 32Q (1022.570000 sec): 3 clusters
  Score: Raw -1018135.481124 + Penalty 2939.623024 = -1015195.858100
  nChanged 43
		SP:Iteration 33Q (1022.580000 sec): 3 clusters
  Score: Raw -1018157.347379 + Penalty 2939.623024 = -1015217.724355
  nChanged 39
		SP:Iteration 34Q (1022.600000 sec): 3 clusters
  Score: Raw -1018176.715188 + Penalty 2939.623024 = -1015237.092164
  nChanged 35
		SP:Iteration 35Q (1022.620000 sec): 3 clusters
  Score: Raw -1018187.711084 + Penalty 2939.623024 = -1015248.088061
  nChanged 23
		SP:Iteration 36Q (1022.640000 sec): 3 clusters
  Score: Raw -1018199.125235 + Penalty 2939.623024 = -1015259.502211
  nChanged 29
		SP:Iteration 37Q (1022.660000 sec): 3 clusters
  Score: Raw -1018209.205649 + Penalty 2939.623024 = -1015269.582626
  nChanged 19
		SP:Iteration 38Q (1022.680000 sec): 3 clusters
  Score: Raw -1018215.217235 + Penalty 2939.623024 = -1015275.594212
  nChanged 9
		SP:Iteration 39Q (1022.700000 sec): 3 clusters
  Score: Raw -1018217.449709 + Penalty 2939.623024 = -1015277.826685
  nChanged 3
		SP:Iteration 40F (1022.720000 sec): 3 clusters
  Score: Raw -1018217.819750 + Penalty 2939.623024 = -1015278.196726
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (25495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1022.910000 sec): 2 clusters
  Score: Raw -2971764.313118 + Penalty 1648.763615 = -2970115.549502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1022.970000 sec): 3 clusters
  Score: Raw -2956059.576280 + Penalty 3297.527231 = -2952762.049049
  nChanged 11655
		SP:Iteration 1F (1023.040000 sec): 3 clusters
  Score: Raw -2962578.769230 + Penalty 3297.527231 = -2959281.241999
  nChanged 1288
		SP:Iteration 2F (1023.110000 sec): 3 clusters
  Score: Raw -2963159.409358 + Penalty 3297.527231 = -2959861.882127
  nChanged 1326
		SP:Iteration 3F (1023.180000 sec): 3 clusters
  Score: Raw -2963874.125750 + Penalty 3297.527231 = -2960576.598519
  nChanged 1503
		SP:Iteration 4F (1023.250000 sec): 3 clusters
  Score: Raw -2964925.249810 + Penalty 3297.527231 = -2961627.722579
  nChanged 1837
		SP:Iteration 5F (1023.310000 sec): 3 clusters
  Score: Raw -2966702.953228 + Penalty 3297.527231 = -2963405.425997
  nChanged 2153
		SP:Iteration 6F (1023.380000 sec): 3 clusters
  Score: Raw -2968803.078706 + Penalty 3297.527231 = -2965505.551476
  nChanged 2062
		SP:Iteration 7F (1023.450000 sec): 3 clusters
  Score: Raw -2970527.656462 + Penalty 3297.527231 = -2967230.129231
  nChanged 1621
		SP:Iteration 8F (1023.510000 sec): 3 clusters
  Score: Raw -2971759.189582 + Penalty 3297.527231 = -2968461.662351
  nChanged 1194
		SP:Iteration 9Q (1023.580000 sec): 3 clusters
  Score: Raw -2972545.453204 + Penalty 3297.527231 = -2969247.925973
  nChanged 851
		SP:Iteration 10Q (1023.650000 sec): 3 clusters
  Score: Raw -2972970.153751 + Penalty 3297.527231 = -2969672.626520
  nChanged 628
		SP:Iteration 11Q (1023.710000 sec): 3 clusters
  Score: Raw -2973212.086562 + Penalty 3297.527231 = -2969914.559331
  nChanged 454
		SP:Iteration 12Q (1023.770000 sec): 3 clusters
  Score: Raw -2973367.473067 + Penalty 3297.527231 = -2970069.945836
  nChanged 369
		SP:Iteration 13Q (1023.840000 sec): 3 clusters
  Score: Raw -2973514.782968 + Penalty 3297.527231 = -2970217.255738
  nChanged 344
		SP:Iteration 14Q (1023.900000 sec): 3 clusters
  Score: Raw -2973659.995381 + Penalty 3297.527231 = -2970362.468150
  nChanged 317
		SP:Iteration 15Q (1023.970000 sec): 3 clusters
  Score: Raw -2973785.874818 + Penalty 3297.527231 = -2970488.347587
  nChanged 294
		SP:Iteration 16Q (1024.030000 sec): 3 clusters
  Score: Raw -2973893.891295 + Penalty 3297.527231 = -2970596.364064
  nChanged 251
		SP:Iteration 17Q (1024.110000 sec): 3 clusters
  Score: Raw -2973969.239050 + Penalty 3297.527231 = -2970671.711819
  nChanged 212
		SP:Iteration 18Q (1024.180000 sec): 3 clusters
  Score: Raw -2974030.128594 + Penalty 3297.527231 = -2970732.601363
  nChanged 208
		SP:Iteration 19Q (1024.240000 sec): 3 clusters
  Score: Raw -2974088.692599 + Penalty 3297.527231 = -2970791.165368
  nChanged 197
		SP:Iteration 20F (1024.310000 sec): 3 clusters
  Score: Raw -2974137.697547 + Penalty 3297.527231 = -2970840.170316
  nChanged 181
		SP:Iteration 21Q (1024.370000 sec): 3 clusters
  Score: Raw -2974179.384097 + Penalty 3297.527231 = -2970881.856866
  nChanged 164
		SP:Iteration 22Q (1024.430000 sec): 3 clusters
  Score: Raw -2974214.835886 + Penalty 3297.527231 = -2970917.308656
  nChanged 148
		SP:Iteration 23Q (1024.490000 sec): 3 clusters
  Score: Raw -2974249.101378 + Penalty 3297.527231 = -2970951.574147
  nChanged 149
		SP:Iteration 24Q (1024.550000 sec): 3 clusters
  Score: Raw -2974280.417424 + Penalty 3297.527231 = -2970982.890193
  nChanged 137
		SP:Iteration 25Q (1024.610000 sec): 3 clusters
  Score: Raw -2974302.748959 + Penalty 3297.527231 = -2971005.221729
  nChanged 101
		SP:Iteration 26Q (1024.670000 sec): 3 clusters
  Score: Raw -2974315.866773 + Penalty 3297.527231 = -2971018.339542
  nChanged 88
		SP:Iteration 27Q (1024.730000 sec): 3 clusters
  Score: Raw -2974327.844293 + Penalty 3297.527231 = -2971030.317062
  nChanged 83
		SP:Iteration 28Q (1024.790000 sec): 3 clusters
  Score: Raw -2974339.109997 + Penalty 3297.527231 = -2971041.582766
  nChanged 70
		SP:Iteration 29Q (1024.850000 sec): 3 clusters
  Score: Raw -2974347.523115 + Penalty 3297.527231 = -2971049.995884
  nChanged 48
		SP:Iteration 30Q (1024.910000 sec): 3 clusters
  Score: Raw -2974351.887002 + Penalty 3297.527231 = -2971054.359771
  nChanged 40
		SP:Iteration 31Q (1024.970000 sec): 3 clusters
  Score: Raw -2974356.314272 + Penalty 3297.527231 = -2971058.787041
  nChanged 40
		SP:Iteration 32Q (1025.030000 sec): 3 clusters
  Score: Raw -2974359.857441 + Penalty 3297.527231 = -2971062.330211
  nChanged 33
		SP:Iteration 33Q (1025.090000 sec): 3 clusters
  Score: Raw -2974363.092395 + Penalty 3297.527231 = -2971065.565164
  nChanged 35
		SP:Iteration 34Q (1025.150000 sec): 3 clusters
  Score: Raw -2974366.296273 + Penalty 3297.527231 = -2971068.769042
  nChanged 40
		SP:Iteration 35Q (1025.210000 sec): 3 clusters
  Score: Raw -2974370.286855 + Penalty 3297.527231 = -2971072.759624
  nChanged 41
		SP:Iteration 36Q (1025.270000 sec): 3 clusters
  Score: Raw -2974374.329804 + Penalty 3297.527231 = -2971076.802573
  nChanged 40
		SP:Iteration 37Q (1025.330000 sec): 3 clusters
  Score: Raw -2974378.062442 + Penalty 3297.527231 = -2971080.535211
  nChanged 35
		SP:Iteration 38Q (1025.390000 sec): 3 clusters
  Score: Raw -2974380.606149 + Penalty 3297.527231 = -2971083.078918
  nChanged 21
		SP:Iteration 39Q (1025.450000 sec): 3 clusters
  Score: Raw -2974381.949486 + Penalty 3297.527231 = -2971084.422255
  nChanged 15
		SP:Iteration 40F (1025.520000 sec): 3 clusters
  Score: Raw -2974382.892972 + Penalty 3297.527231 = -2971085.365741
  nChanged 13
		SP:Iteration 41Q (1025.580000 sec): 3 clusters
  Score: Raw -2974383.556062 + Penalty 3297.527231 = -2971086.028832
  nChanged 8
		SP:Iteration 42Q (1025.640000 sec): 3 clusters
  Score: Raw -2974384.037398 + Penalty 3297.527231 = -2971086.510167
  nChanged 11
		SP:Iteration 43Q (1025.700000 sec): 3 clusters
  Score: Raw -2974384.554989 + Penalty 3297.527231 = -2971087.027758
  nChanged 10
		SP:Iteration 44Q (1025.760000 sec): 3 clusters
  Score: Raw -2974384.922724 + Penalty 3297.527231 = -2971087.395493
  nChanged 5
		SP:Iteration 45Q (1025.820000 sec): 3 clusters
  Score: Raw -2974385.259761 + Penalty 3297.527231 = -2971087.732530
  nChanged 7
		SP:Iteration 46Q (1025.880000 sec): 3 clusters
  Score: Raw -2974385.587155 + Penalty 3297.527231 = -2971088.059924
  nChanged 4
		SP:Iteration 47Q (1025.940000 sec): 3 clusters
  Score: Raw -2974385.747225 + Penalty 3297.527231 = -2971088.219994
  nChanged 6
		SP:Iteration 48Q (1026.000000 sec): 3 clusters
  Score: Raw -2974386.107519 + Penalty 3297.527231 = -2971088.580288
  nChanged 7
		SP:Iteration 49Q (1026.060000 sec): 3 clusters
  Score: Raw -2974386.555193 + Penalty 3297.527231 = -2971089.027963
  nChanged 7
		SP:Iteration 50Q (1026.120000 sec): 3 clusters
  Score: Raw -2974386.813042 + Penalty 3297.527231 = -2971089.285811
  nChanged 7
		SP:Iteration 51Q (1026.180000 sec): 3 clusters
  Score: Raw -2974387.162633 + Penalty 3297.527231 = -2971089.635402
  nChanged 4
		SP:Iteration 52Q (1026.240000 sec): 3 clusters
  Score: Raw -2974387.344476 + Penalty 3297.527231 = -2971089.817245
  nChanged 3
		SP:Iteration 53Q (1026.300000 sec): 3 clusters
  Score: Raw -2974387.616616 + Penalty 3297.527231 = -2971090.089385
  nChanged 2
		SP:Iteration 54Q (1026.370000 sec): 3 clusters
  Score: Raw -2974387.817117 + Penalty 3297.527231 = -2971090.289886
  nChanged 3
		SP:Iteration 55Q (1026.430000 sec): 3 clusters
  Score: Raw -2974387.988196 + Penalty 3297.527231 = -2971090.460965
  nChanged 4
		SP:Iteration 56Q (1026.480000 sec): 3 clusters
  Score: Raw -2974388.262546 + Penalty 3297.527231 = -2971090.735315
  nChanged 7
		SP:Iteration 57Q (1026.540000 sec): 3 clusters
  Score: Raw -2974388.639469 + Penalty 3297.527231 = -2971091.112238
  nChanged 3
		SP:Iteration 58Q (1026.600000 sec): 3 clusters
  Score: Raw -2974388.862421 + Penalty 3297.527231 = -2971091.335190
  nChanged 2
		SP:Iteration 59Q (1026.670000 sec): 3 clusters
  Score: Raw -2974388.954848 + Penalty 3297.527231 = -2971091.427617
  nChanged 0
		SP:Iteration 60F (1026.730000 sec): 3 clusters
  Score: Raw -2974388.954848 + Penalty 3297.527231 = -2971091.427617
  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 14.07 GB.

 Trying to split cluster 4 (43235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1027.080000 sec): 2 clusters
  Score: Raw -4938674.071677 + Penalty 1734.590915 = -4936939.480762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1027.200000 sec): 3 clusters
  Score: Raw -4911396.289962 + Penalty 3469.181830 = -4907927.108132
  nChanged 20263
		SP:Iteration 1F (1027.310000 sec): 3 clusters
  Score: Raw -4923247.452591 + Penalty 3469.181830 = -4919778.270761
  nChanged 2394
		SP:Iteration 2F (1027.430000 sec): 3 clusters
  Score: Raw -4924414.989364 + Penalty 3469.181830 = -4920945.807534
  nChanged 2574
		SP:Iteration 3F (1027.540000 sec): 3 clusters
  Score: Raw -4925875.785477 + Penalty 3469.181830 = -4922406.603647
  nChanged 2726
		SP:Iteration 4F (1027.660000 sec): 3 clusters
  Score: Raw -4927477.720301 + Penalty 3469.181830 = -4924008.538470
  nChanged 2648
		SP:Iteration 5F (1027.780000 sec): 3 clusters
  Score: Raw -4928903.210064 + Penalty 3469.181830 = -4925434.028234
  nChanged 2314
		SP:Iteration 6F (1027.890000 sec): 3 clusters
  Score: Raw -4930035.866708 + Penalty 3469.181830 = -4926566.684878
  nChanged 2071
		SP:Iteration 7Q (1028.010000 sec): 3 clusters
  Score: Raw -4930995.007680 + Penalty 3469.181830 = -4927525.825850
  nChanged 1869
		SP:Iteration 8Q (1028.120000 sec): 3 clusters
  Score: Raw -4931861.053205 + Penalty 3469.181830 = -4928391.871375
  nChanged 1671
		SP:Iteration 9Q (1028.240000 sec): 3 clusters
  Score: Raw -4932693.496455 + Penalty 3469.181830 = -4929224.314625
  nChanged 1648
		SP:Iteration 10Q (1028.350000 sec): 3 clusters
  Score: Raw -4933612.420257 + Penalty 3469.181830 = -4930143.238426
  nChanged 1746
		SP:Iteration 11Q (1028.460000 sec): 3 clusters
  Score: Raw -4934741.058292 + Penalty 3469.181830 = -4931271.876461
  nChanged 1682
		SP:Iteration 12Q (1028.580000 sec): 3 clusters
  Score: Raw -4935920.275072 + Penalty 3469.181830 = -4932451.093241
  nChanged 1411
		SP:Iteration 13Q (1028.690000 sec): 3 clusters
  Score: Raw -4936949.648941 + Penalty 3469.181830 = -4933480.467111
  nChanged 1080
		SP:Iteration 14Q (1028.800000 sec): 3 clusters
  Score: Raw -4937744.882821 + Penalty 3469.181830 = -4934275.700991
  nChanged 679
		SP:Iteration 15Q (1028.900000 sec): 3 clusters
  Score: Raw -4938254.138870 + Penalty 3469.181830 = -4934784.957039
  nChanged 409
		SP:Iteration 16Q (1029.000000 sec): 3 clusters
  Score: Raw -4938552.511996 + Penalty 3469.181830 = -4935083.330166
  nChanged 213
		SP:Iteration 17Q (1029.090000 sec): 3 clusters
  Score: Raw -4938710.897138 + Penalty 3469.181830 = -4935241.715307
  nChanged 121
		SP:Iteration 18Q (1029.180000 sec): 3 clusters
  Score: Raw -4938787.757853 + Penalty 3469.181830 = -4935318.576023
  nChanged 65
		SP:Iteration 19Q (1029.280000 sec): 3 clusters
  Score: Raw -4938829.456540 + Penalty 3469.181830 = -4935360.274710
  nChanged 40
		SP:Iteration 20F (1029.390000 sec): 3 clusters
  Score: Raw -4938853.694776 + Penalty 3469.181830 = -4935384.512946
  nChanged 24
		SP:Iteration 21Q (1029.480000 sec): 3 clusters
  Score: Raw -4938873.204035 + Penalty 3469.181830 = -4935404.022205
  nChanged 31
		SP:Iteration 22Q (1029.560000 sec): 3 clusters
  Score: Raw -4938898.211810 + Penalty 3469.181830 = -4935429.029979
  nChanged 20
		SP:Iteration 23Q (1029.650000 sec): 3 clusters
  Score: Raw -4938911.624682 + Penalty 3469.181830 = -4935442.442852
  nChanged 12
		SP:Iteration 24Q (1029.740000 sec): 3 clusters
  Score: Raw -4938924.871452 + Penalty 3469.181830 = -4935455.689622
  nChanged 10
		SP:Iteration 25Q (1029.820000 sec): 3 clusters
  Score: Raw -4938931.361482 + Penalty 3469.181830 = -4935462.179651
  nChanged 7
		SP:Iteration 26Q (1029.910000 sec): 3 clusters
  Score: Raw -4938936.293630 + Penalty 3469.181830 = -4935467.111800
  nChanged 5
		SP:Iteration 27Q (1030.000000 sec): 3 clusters
  Score: Raw -4938939.755293 + Penalty 3469.181830 = -4935470.573463
  nChanged 6
		SP:Iteration 28Q (1030.080000 sec): 3 clusters
  Score: Raw -4938946.972277 + Penalty 3469.181830 = -4935477.790447
  nChanged 9
		SP:Iteration 29Q (1030.160000 sec): 3 clusters
  Score: Raw -4938953.982992 + Penalty 3469.181830 = -4935484.801162
  nChanged 4
		SP:Iteration 30Q (1030.250000 sec): 3 clusters
  Score: Raw -4938955.745861 + Penalty 3469.181830 = -4935486.564031
  nChanged 4
		SP:Iteration 31Q (1030.340000 sec): 3 clusters
  Score: Raw -4938958.794101 + Penalty 3469.181830 = -4935489.612271
  nChanged 2
		SP:Iteration 32Q (1030.420000 sec): 3 clusters
  Score: Raw -4938960.237147 + Penalty 3469.181830 = -4935491.055316
  nChanged 1
		SP:Iteration 33Q (1030.500000 sec): 3 clusters
  Score: Raw -4938960.424398 + Penalty 3469.181830 = -4935491.242568
  nChanged 0
		SP:Iteration 34F (1030.620000 sec): 3 clusters
  Score: Raw -4938960.424398 + Penalty 3469.181830 = -4935491.242568
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (121872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1032.150000 sec): 2 clusters
  Score: Raw -14343734.452118 + Penalty 1902.993071 = -14341831.459047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1032.480000 sec): 3 clusters
  Score: Raw -14263888.557588 + Penalty 3805.986143 = -14260082.571445
  nChanged 58701
		SP:Iteration 1F (1032.810000 sec): 3 clusters
  Score: Raw -14300768.993617 + Penalty 3805.986143 = -14296963.007474
  nChanged 7898
		SP:Iteration 2F (1033.130000 sec): 3 clusters
  Score: Raw -14305854.715919 + Penalty 3805.986143 = -14302048.729776
  nChanged 10113
		SP:Iteration 3F (1033.460000 sec): 3 clusters
  Score: Raw -14313475.979178 + Penalty 3805.986143 = -14309669.993036
  nChanged 10620
		SP:Iteration 4F (1033.780000 sec): 3 clusters
  Score: Raw -14321413.828352 + Penalty 3805.986143 = -14317607.842209
  nChanged 9092
		SP:Iteration 5F (1034.110000 sec): 3 clusters
  Score: Raw -14327616.813232 + Penalty 3805.986143 = -14323810.827089
  nChanged 6686
		SP:Iteration 6F (1034.430000 sec): 3 clusters
  Score: Raw -14331775.921730 + Penalty 3805.986143 = -14327969.935588
  nChanged 4942
		SP:Iteration 7Q (1034.770000 sec): 3 clusters
  Score: Raw -14334911.216850 + Penalty 3805.986143 = -14331105.230707
  nChanged 4044
		SP:Iteration 8Q (1035.090000 sec): 3 clusters
  Score: Raw -14337660.225238 + Penalty 3805.986143 = -14333854.239095
  nChanged 3491
		SP:Iteration 9Q (1035.420000 sec): 3 clusters
  Score: Raw -14340317.199273 + Penalty 3805.986143 = -14336511.213131
  nChanged 2788
		SP:Iteration 10Q (1035.740000 sec): 3 clusters
  Score: Raw -14342660.072560 + Penalty 3805.986143 = -14338854.086418
  nChanged 2068
		SP:Iteration 11Q (1036.050000 sec): 3 clusters
  Score: Raw -14344847.503938 + Penalty 3805.986143 = -14341041.517795
  nChanged 1341
		SP:Iteration 12Q (1036.350000 sec): 3 clusters
  Score: Raw -14346703.925540 + Penalty 3805.986143 = -14342897.939397
  nChanged 795
		SP:Iteration 13Q (1036.610000 sec): 3 clusters
  Score: Raw -14347938.222510 + Penalty 3805.986143 = -14344132.236367
  nChanged 532
		SP:Iteration 14Q (1036.860000 sec): 3 clusters
  Score: Raw -14348424.860215 + Penalty 3805.986143 = -14344618.874073
  nChanged 405
		SP:Iteration 15Q (1037.100000 sec): 3 clusters
  Score: Raw -14348627.069537 + Penalty 3805.986143 = -14344821.083395
  nChanged 287
		SP:Iteration 16Q (1037.340000 sec): 3 clusters
  Score: Raw -14348723.521184 + Penalty 3805.986143 = -14344917.535041
  nChanged 183
		SP:Iteration 17Q (1037.580000 sec): 3 clusters
  Score: Raw -14348773.344279 + Penalty 3805.986143 = -14344967.358137
  nChanged 160
		SP:Iteration 18Q (1037.820000 sec): 3 clusters
  Score: Raw -14348811.279695 + Penalty 3805.986143 = -14345005.293552
  nChanged 119
		SP:Iteration 19Q (1038.060000 sec): 3 clusters
  Score: Raw -14348834.488141 + Penalty 3805.986143 = -14345028.501999
  nChanged 96
		SP:Iteration 20F (1038.380000 sec): 3 clusters
  Score: Raw -14348852.066751 + Penalty 3805.986143 = -14345046.080609
  nChanged 94
		SP:Iteration 21Q (1038.620000 sec): 3 clusters
  Score: Raw -14348870.299368 + Penalty 3805.986143 = -14345064.313226
  nChanged 73
		SP:Iteration 22Q (1038.860000 sec): 3 clusters
  Score: Raw -14348888.527435 + Penalty 3805.986143 = -14345082.541293
  nChanged 81
		SP:Iteration 23Q (1039.100000 sec): 3 clusters
  Score: Raw -14348912.503979 + Penalty 3805.986143 = -14345106.517837
  nChanged 84
		SP:Iteration 24Q (1039.340000 sec): 3 clusters
  Score: Raw -14348932.893842 + Penalty 3805.986143 = -14345126.907700
  nChanged 83
		SP:Iteration 25Q (1039.580000 sec): 3 clusters
  Score: Raw -14348949.259785 + Penalty 3805.986143 = -14345143.273643
  nChanged 75
		SP:Iteration 26Q (1039.810000 sec): 3 clusters
  Score: Raw -14348963.425070 + Penalty 3805.986143 = -14345157.438927
  nChanged 60
		SP:Iteration 27Q (1040.050000 sec): 3 clusters
  Score: Raw -14348975.087491 + Penalty 3805.986143 = -14345169.101349
  nChanged 56
		SP:Iteration 28Q (1040.290000 sec): 3 clusters
  Score: Raw -14348984.663004 + Penalty 3805.986143 = -14345178.676862
  nChanged 43
		SP:Iteration 29Q (1040.530000 sec): 3 clusters
  Score: Raw -14348992.255638 + Penalty 3805.986143 = -14345186.269496
  nChanged 37
		SP:Iteration 30Q (1040.770000 sec): 3 clusters
  Score: Raw -14348997.451647 + Penalty 3805.986143 = -14345191.465504
  nChanged 38
		SP:Iteration 31Q (1041.000000 sec): 3 clusters
  Score: Raw -14349001.410810 + Penalty 3805.986143 = -14345195.424667
  nChanged 18
		SP:Iteration 32Q (1041.230000 sec): 3 clusters
  Score: Raw -14349003.232867 + Penalty 3805.986143 = -14345197.246724
  nChanged 15
		SP:Iteration 33Q (1041.470000 sec): 3 clusters
  Score: Raw -14349004.701789 + Penalty 3805.986143 = -14345198.715646
  nChanged 15
		SP:Iteration 34Q (1041.700000 sec): 3 clusters
  Score: Raw -14349006.074231 + Penalty 3805.986143 = -14345200.088089
  nChanged 15
		SP:Iteration 35Q (1041.940000 sec): 3 clusters
  Score: Raw -14349007.381898 + Penalty 3805.986143 = -14345201.395756
  nChanged 7
		SP:Iteration 36Q (1042.170000 sec): 3 clusters
  Score: Raw -14349008.045386 + Penalty 3805.986143 = -14345202.059243
  nChanged 6
		SP:Iteration 37Q (1042.410000 sec): 3 clusters
  Score: Raw -14349008.424772 + Penalty 3805.986143 = -14345202.438629
  nChanged 3
		SP:Iteration 38Q (1042.650000 sec): 3 clusters
  Score: Raw -14349008.543569 + Penalty 3805.986143 = -14345202.557426
  nChanged 1
		SP:Iteration 39Q (1042.880000 sec): 3 clusters
  Score: Raw -14349008.645764 + Penalty 3805.986143 = -14345202.659621
  nChanged 0
		SP:Iteration 40F (1043.210000 sec): 3 clusters
  Score: Raw -14349008.645764 + Penalty 3805.986143 = -14345202.659621
  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 14.07 GB.

 Trying to split cluster 6 (109943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1043.540000 sec): 2 clusters
  Score: Raw -12580629.606769 + Penalty 1886.254066 = -12578743.352703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1043.840000 sec): 3 clusters
  Score: Raw -12508881.098101 + Penalty 3772.508132 = -12505108.589970
  nChanged 52605
		SP:Iteration 1F (1044.130000 sec): 3 clusters
  Score: Raw -12539575.670032 + Penalty 3772.508132 = -12535803.161900
  nChanged 3583
		SP:Iteration 2Q (1044.430000 sec): 3 clusters
  Score: Raw -12540441.751010 + Penalty 3772.508132 = -12536669.242878
  nChanged 3701
		SP:Iteration 3Q (1044.730000 sec): 3 clusters
  Score: Raw -12541439.215463 + Penalty 3772.508132 = -12537666.707332
  nChanged 3973
		SP:Iteration 4Q (1045.030000 sec): 3 clusters
  Score: Raw -12542617.544374 + Penalty 3772.508132 = -12538845.036242
  nChanged 4246
		SP:Iteration 5Q (1045.330000 sec): 3 clusters
  Score: Raw -12544107.655323 + Penalty 3772.508132 = -12540335.147191
  nChanged 4745
		SP:Iteration 6Q (1045.630000 sec): 3 clusters
  Score: Raw -12546100.069129 + Penalty 3772.508132 = -12542327.560997
  nChanged 5425
		SP:Iteration 7Q (1045.930000 sec): 3 clusters
  Score: Raw -12548767.198954 + Penalty 3772.508132 = -12544994.690822
  nChanged 5967
		SP:Iteration 8F (1046.220000 sec): 3 clusters
  Score: Raw -12552285.279656 + Penalty 3772.508132 = -12548512.771524
  nChanged 6339
		SP:Iteration 9F (1046.510000 sec): 3 clusters
  Score: Raw -12556446.666797 + Penalty 3772.508132 = -12552674.158665
  nChanged 6374
		SP:Iteration 10F (1046.800000 sec): 3 clusters
  Score: Raw -12560709.243287 + Penalty 3772.508132 = -12556936.735155
  nChanged 5644
		SP:Iteration 11F (1047.100000 sec): 3 clusters
  Score: Raw -12564143.337029 + Penalty 3772.508132 = -12560370.828897
  nChanged 4602
		SP:Iteration 12Q (1047.380000 sec): 3 clusters
  Score: Raw -12566650.435353 + Penalty 3772.508132 = -12562877.927221
  nChanged 3663
		SP:Iteration 13Q (1047.660000 sec): 3 clusters
  Score: Raw -12568374.952914 + Penalty 3772.508132 = -12564602.444782
  nChanged 2803
		SP:Iteration 14Q (1047.940000 sec): 3 clusters
  Score: Raw -12569537.177487 + Penalty 3772.508132 = -12565764.669355
  nChanged 2245
		SP:Iteration 15Q (1048.210000 sec): 3 clusters
  Score: Raw -12570378.742561 + Penalty 3772.508132 = -12566606.234429
  nChanged 1891
		SP:Iteration 16Q (1048.480000 sec): 3 clusters
  Score: Raw -12571063.305183 + Penalty 3772.508132 = -12567290.797051
  nChanged 1720
		SP:Iteration 17Q (1048.750000 sec): 3 clusters
  Score: Raw -12571673.823933 + Penalty 3772.508132 = -12567901.315801
  nChanged 1649
		SP:Iteration 18Q (1049.010000 sec): 3 clusters
  Score: Raw -12572282.808216 + Penalty 3772.508132 = -12568510.300084
  nChanged 1588
		SP:Iteration 19Q (1049.270000 sec): 3 clusters
  Score: Raw -12572884.895878 + Penalty 3772.508132 = -12569112.387746
  nChanged 1592
		SP:Iteration 20F (1049.560000 sec): 3 clusters
  Score: Raw -12573500.029802 + Penalty 3772.508132 = -12569727.521670
  nChanged 1535
		SP:Iteration 21Q (1049.820000 sec): 3 clusters
  Score: Raw -12574110.529811 + Penalty 3772.508132 = -12570338.021679
  nChanged 1541
		SP:Iteration 22Q (1050.070000 sec): 3 clusters
  Score: Raw -12574741.703790 + Penalty 3772.508132 = -12570969.195659
  nChanged 1509
		SP:Iteration 23Q (1050.320000 sec): 3 clusters
  Score: Raw -12575375.560900 + Penalty 3772.508132 = -12571603.052768
  nChanged 1385
		SP:Iteration 24Q (1050.560000 sec): 3 clusters
  Score: Raw -12576000.206758 + Penalty 3772.508132 = -12572227.698626
  nChanged 1331
		SP:Iteration 25Q (1050.810000 sec): 3 clusters
  Score: Raw -12576614.121892 + Penalty 3772.508132 = -12572841.613761
  nChanged 1241
		SP:Iteration 26Q (1051.050000 sec): 3 clusters
  Score: Raw -12577207.827351 + Penalty 3772.508132 = -12573435.319220
  nChanged 1173
		SP:Iteration 27Q (1051.280000 sec): 3 clusters
  Score: Raw -12577785.137250 + Penalty 3772.508132 = -12574012.629118
  nChanged 1063
		SP:Iteration 28Q (1051.520000 sec): 3 clusters
  Score: Raw -12578289.178009 + Penalty 3772.508132 = -12574516.669877
  nChanged 931
		SP:Iteration 29Q (1051.750000 sec): 3 clusters
  Score: Raw -12578725.174349 + Penalty 3772.508132 = -12574952.666217
  nChanged 847
		SP:Iteration 30Q (1051.980000 sec): 3 clusters
  Score: Raw -12579102.389885 + Penalty 3772.508132 = -12575329.881753
  nChanged 763
		SP:Iteration 31Q (1052.200000 sec): 3 clusters
  Score: Raw -12579417.850497 + Penalty 3772.508132 = -12575645.342365
  nChanged 660
		SP:Iteration 32Q (1052.430000 sec): 3 clusters
  Score: Raw -12579671.903141 + Penalty 3772.508132 = -12575899.395009
  nChanged 604
		SP:Iteration 33Q (1052.660000 sec): 3 clusters
  Score: Raw -12579908.702857 + Penalty 3772.508132 = -12576136.194725
  nChanged 527
		SP:Iteration 34Q (1052.880000 sec): 3 clusters
  Score: Raw -12580113.593557 + Penalty 3772.508132 = -12576341.085426
  nChanged 445
		SP:Iteration 35Q (1053.100000 sec): 3 clusters
  Score: Raw -12580273.837767 + Penalty 3772.508132 = -12576501.329635
  nChanged 367
		SP:Iteration 36Q (1053.320000 sec): 3 clusters
  Score: Raw -12580403.413150 + Penalty 3772.508132 = -12576630.905018
  nChanged 303
		SP:Iteration 37Q (1053.530000 sec): 3 clusters
  Score: Raw -12580510.329919 + Penalty 3772.508132 = -12576737.821787
  nChanged 235
		SP:Iteration 38Q (1053.740000 sec): 3 clusters
  Score: Raw -12580582.790878 + Penalty 3772.508132 = -12576810.282747
  nChanged 199
		SP:Iteration 39Q (1053.960000 sec): 3 clusters
  Score: Raw -12580645.877031 + Penalty 3772.508132 = -12576873.368899
  nChanged 180
		SP:Iteration 40F (1054.250000 sec): 3 clusters
  Score: Raw -12580696.190353 + Penalty 3772.508132 = -12576923.682221
  nChanged 139
		SP:Iteration 41Q (1054.460000 sec): 3 clusters
  Score: Raw -12580737.896047 + Penalty 3772.508132 = -12576965.387915
  nChanged 131
		SP:Iteration 42Q (1054.670000 sec): 3 clusters
  Score: Raw -12580786.506602 + Penalty 3772.508132 = -12577013.998470
  nChanged 132
		SP:Iteration 43Q (1054.880000 sec): 3 clusters
  Score: Raw -12580826.665754 + Penalty 3772.508132 = -12577054.157623
  nChanged 111
		SP:Iteration 44Q (1055.090000 sec): 3 clusters
  Score: Raw -12580860.537515 + Penalty 3772.508132 = -12577088.029383
  nChanged 102
		SP:Iteration 45Q (1055.300000 sec): 3 clusters
  Score: Raw -12580890.238687 + Penalty 3772.508132 = -12577117.730555
  nChanged 80
		SP:Iteration 46Q (1055.520000 sec): 3 clusters
  Score: Raw -12580915.688049 + Penalty 3772.508132 = -12577143.179917
  nChanged 77
		SP:Iteration 47Q (1055.720000 sec): 3 clusters
  Score: Raw -12580937.311790 + Penalty 3772.508132 = -12577164.803658
  nChanged 67
		SP:Iteration 48Q (1055.940000 sec): 3 clusters
  Score: Raw -12580958.195192 + Penalty 3772.508132 = -12577185.687060
  nChanged 57
		SP:Iteration 49Q (1056.150000 sec): 3 clusters
  Score: Raw -12580975.151572 + Penalty 3772.508132 = -12577202.643440
  nChanged 52
		SP:Iteration 50Q (1056.360000 sec): 3 clusters
  Score: Raw -12580990.046827 + Penalty 3772.508132 = -12577217.538695
  nChanged 54
		SP:Iteration 51Q (1056.580000 sec): 3 clusters
  Score: Raw -12581004.270524 + Penalty 3772.508132 = -12577231.762392
  nChanged 50
		SP:Iteration 52Q (1056.800000 sec): 3 clusters
  Score: Raw -12581015.820301 + Penalty 3772.508132 = -12577243.312169
  nChanged 33
		SP:Iteration 53Q (1057.020000 sec): 3 clusters
  Score: Raw -12581024.011160 + Penalty 3772.508132 = -12577251.503028
  nChanged 36
		SP:Iteration 54Q (1057.230000 sec): 3 clusters
  Score: Raw -12581033.983517 + Penalty 3772.508132 = -12577261.475385
  nChanged 35
		SP:Iteration 55Q (1057.440000 sec): 3 clusters
  Score: Raw -12581042.886998 + Penalty 3772.508132 = -12577270.378867
  nChanged 27
		SP:Iteration 56Q (1057.670000 sec): 3 clusters
  Score: Raw -12581049.959839 + Penalty 3772.508132 = -12577277.451707
  nChanged 18
		SP:Iteration 57Q (1057.890000 sec): 3 clusters
  Score: Raw -12581053.721209 + Penalty 3772.508132 = -12577281.213077
  nChanged 18
		SP:Iteration 58Q (1058.110000 sec): 3 clusters
  Score: Raw -12581058.131184 + Penalty 3772.508132 = -12577285.623052
  nChanged 15
		SP:Iteration 59Q (1058.340000 sec): 3 clusters
  Score: Raw -12581062.456763 + Penalty 3772.508132 = -12577289.948631
  nChanged 16
		SP:Iteration 60F (1058.640000 sec): 3 clusters
  Score: Raw -12581066.285049 + Penalty 3772.508132 = -12577293.776917
  nChanged 13
		SP:Iteration 61Q (1058.840000 sec): 3 clusters
  Score: Raw -12581069.029171 + Penalty 3772.508132 = -12577296.521040
  nChanged 10
		SP:Iteration 62Q (1059.050000 sec): 3 clusters
  Score: Raw -12581071.394281 + Penalty 3772.508132 = -12577298.886149
  nChanged 7
		SP:Iteration 63Q (1059.260000 sec): 3 clusters
  Score: Raw -12581073.167471 + Penalty 3772.508132 = -12577300.659339
  nChanged 6
		SP:Iteration 64Q (1059.460000 sec): 3 clusters
  Score: Raw -12581074.630317 + Penalty 3772.508132 = -12577302.122185
  nChanged 3
		SP:Iteration 65Q (1059.680000 sec): 3 clusters
  Score: Raw -12581075.479124 + Penalty 3772.508132 = -12577302.970992
  nChanged 4
		SP:Iteration 66Q (1059.890000 sec): 3 clusters
  Score: Raw -12581076.336707 + Penalty 3772.508132 = -12577303.828575
  nChanged 5
		SP:Iteration 67Q (1060.100000 sec): 3 clusters
  Score: Raw -12581077.524374 + Penalty 3772.508132 = -12577305.016242
  nChanged 6
		SP:Iteration 68Q (1060.300000 sec): 3 clusters
  Score: Raw -12581079.084202 + Penalty 3772.508132 = -12577306.576071
  nChanged 9
		SP:Iteration 69Q (1060.500000 sec): 3 clusters
  Score: Raw -12581080.616381 + Penalty 3772.508132 = -12577308.108249
  nChanged 8
		SP:Iteration 70Q (1060.710000 sec): 3 clusters
  Score: Raw -12581082.731332 + Penalty 3772.508132 = -12577310.223200
  nChanged 7
		SP:Iteration 71Q (1060.920000 sec): 3 clusters
  Score: Raw -12581084.093229 + Penalty 3772.508132 = -12577311.585097
  nChanged 8
		SP:Iteration 72Q (1061.120000 sec): 3 clusters
  Score: Raw -12581085.542188 + Penalty 3772.508132 = -12577313.034056
  nChanged 8
		SP:Iteration 73Q (1061.340000 sec): 3 clusters
  Score: Raw -12581086.874084 + Penalty 3772.508132 = -12577314.365953
  nChanged 9
		SP:Iteration 74Q (1061.540000 sec): 3 clusters
  Score: Raw -12581088.466809 + Penalty 3772.508132 = -12577315.958678
  nChanged 4
		SP:Iteration 75Q (1061.760000 sec): 3 clusters
  Score: Raw -12581089.253566 + Penalty 3772.508132 = -12577316.745434
  nChanged 6
		SP:Iteration 76Q (1061.960000 sec): 3 clusters
  Score: Raw -12581090.332248 + Penalty 3772.508132 = -12577317.824116
  nChanged 5
		SP:Iteration 77Q (1062.170000 sec): 3 clusters
  Score: Raw -12581090.986673 + Penalty 3772.508132 = -12577318.478541
  nChanged 6
		SP:Iteration 78Q (1062.380000 sec): 3 clusters
  Score: Raw -12581092.146375 + Penalty 3772.508132 = -12577319.638243
  nChanged 8
		SP:Iteration 79Q (1062.590000 sec): 3 clusters
  Score: Raw -12581093.824220 + Penalty 3772.508132 = -12577321.316088
  nChanged 5
		SP:Iteration 80F (1062.880000 sec): 3 clusters
  Score: Raw -12581095.519465 + Penalty 3772.508132 = -12577323.011334
  nChanged 6
		SP:Iteration 81Q (1063.080000 sec): 3 clusters
  Score: Raw -12581096.734848 + Penalty 3772.508132 = -12577324.226716
  nChanged 2
		SP:Iteration 82Q (1063.300000 sec): 3 clusters
  Score: Raw -12581097.387208 + Penalty 3772.508132 = -12577324.879076
  nChanged 3
		SP:Iteration 83Q (1063.500000 sec): 3 clusters
  Score: Raw -12581097.812823 + Penalty 3772.508132 = -12577325.304691
  nChanged 1
		SP:Iteration 84Q (1063.720000 sec): 3 clusters
  Score: Raw -12581098.135751 + Penalty 3772.508132 = -12577325.627619
  nChanged 0
		SP:Iteration 85F (1064.020000 sec): 3 clusters
  Score: Raw -12581098.135751 + Penalty 3772.508132 = -12577325.627619
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (12453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1064.110000 sec): 2 clusters
  Score: Raw -1416964.648606 + Penalty 1532.328986 = -1415432.319620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1064.140000 sec): 3 clusters
  Score: Raw -1409931.838659 + Penalty 3064.657972 = -1406867.180687
  nChanged 5387
		SP:Iteration 1F (1064.170000 sec): 3 clusters
  Score: Raw -1413511.040160 + Penalty 3064.657972 = -1410446.382188
  nChanged 1123
		SP:Iteration 2F (1064.200000 sec): 3 clusters
  Score: Raw -1414649.253054 + Penalty 3064.657972 = -1411584.595082
  nChanged 1178
		SP:Iteration 3F (1064.240000 sec): 3 clusters
  Score: Raw -1416106.820883 + Penalty 3064.657972 = -1413042.162911
  nChanged 1127
		SP:Iteration 4F (1064.270000 sec): 3 clusters
  Score: Raw -1417632.689389 + Penalty 3064.657972 = -1414568.031417
  nChanged 1016
		SP:Iteration 5F (1064.300000 sec): 3 clusters
  Score: Raw -1418897.633664 + Penalty 3064.657972 = -1415832.975692
  nChanged 763
		SP:Iteration 6F (1064.330000 sec): 3 clusters
  Score: Raw -1419779.351011 + Penalty 3064.657972 = -1416714.693039
  nChanged 560
		SP:Iteration 7Q (1064.360000 sec): 3 clusters
  Score: Raw -1420464.068557 + Penalty 3064.657972 = -1417399.410585
  nChanged 439
		SP:Iteration 8Q (1064.390000 sec): 3 clusters
  Score: Raw -1421005.350818 + Penalty 3064.657972 = -1417940.692846
  nChanged 351
		SP:Iteration 9Q (1064.420000 sec): 3 clusters
  Score: Raw -1421496.471371 + Penalty 3064.657972 = -1418431.813399
  nChanged 346
		SP:Iteration 10Q (1064.450000 sec): 3 clusters
  Score: Raw -1422052.375876 + Penalty 3064.657972 = -1418987.717904
  nChanged 306
		SP:Iteration 11Q (1064.480000 sec): 3 clusters
  Score: Raw -1422546.592217 + Penalty 3064.657972 = -1419481.934245
  nChanged 238
		SP:Iteration 12Q (1064.500000 sec): 3 clusters
  Score: Raw -1422878.918686 + Penalty 3064.657972 = -1419814.260714
  nChanged 183
		SP:Iteration 13Q (1064.530000 sec): 3 clusters
  Score: Raw -1423073.369905 + Penalty 3064.657972 = -1420008.711933
  nChanged 141
		SP:Iteration 14Q (1064.560000 sec): 3 clusters
  Score: Raw -1423227.449384 + Penalty 3064.657972 = -1420162.791412
  nChanged 126
		SP:Iteration 15Q (1064.580000 sec): 3 clusters
  Score: Raw -1423392.168834 + Penalty 3064.657972 = -1420327.510862
  nChanged 115
		SP:Iteration 16Q (1064.610000 sec): 3 clusters
  Score: Raw -1423664.299307 + Penalty 3064.657972 = -1420599.641335
  nChanged 123
		SP:Iteration 17Q (1064.640000 sec): 3 clusters
  Score: Raw -1424157.674451 + Penalty 3064.657972 = -1421093.016479
  nChanged 133
		SP:Iteration 18Q (1064.660000 sec): 3 clusters
  Score: Raw -1425004.163386 + Penalty 3064.657972 = -1421939.505414
  nChanged 116
		SP:Iteration 19Q (1064.690000 sec): 3 clusters
  Score: Raw -1425379.659771 + Penalty 3064.657972 = -1422315.001799
  nChanged 72
		SP:Iteration 20F (1064.720000 sec): 3 clusters
  Score: Raw -1425409.520279 + Penalty 3064.657972 = -1422344.862307
  nChanged 43
		SP:Iteration 21Q (1064.750000 sec): 3 clusters
  Score: Raw -1425417.931327 + Penalty 3064.657972 = -1422353.273355
  nChanged 13
		SP:Iteration 22Q (1064.780000 sec): 3 clusters
  Score: Raw -1425420.313830 + Penalty 3064.657972 = -1422355.655858
  nChanged 14
		SP:Iteration 23Q (1064.800000 sec): 3 clusters
  Score: Raw -1425422.349999 + Penalty 3064.657972 = -1422357.692028
  nChanged 10
		SP:Iteration 24Q (1064.830000 sec): 3 clusters
  Score: Raw -1425423.721323 + Penalty 3064.657972 = -1422359.063351
  nChanged 4
		SP:Iteration 25Q (1064.860000 sec): 3 clusters
  Score: Raw -1425424.240115 + Penalty 3064.657972 = -1422359.582143
  nChanged 4
		SP:Iteration 26Q (1064.880000 sec): 3 clusters
  Score: Raw -1425424.626775 + Penalty 3064.657972 = -1422359.968803
  nChanged 2
		SP:Iteration 27Q (1064.910000 sec): 3 clusters
  Score: Raw -1425424.810153 + Penalty 3064.657972 = -1422360.152181
  nChanged 1
		SP:Iteration 28Q (1064.940000 sec): 3 clusters
  Score: Raw -1425424.984145 + Penalty 3064.657972 = -1422360.326173
  nChanged 1
		SP:Iteration 29Q (1064.960000 sec): 3 clusters
  Score: Raw -1425425.030921 + Penalty 3064.657972 = -1422360.372949
  nChanged 0
		SP:Iteration 30F (1065.000000 sec): 3 clusters
  Score: Raw -1425425.030921 + Penalty 3064.657972 = -1422360.372949
  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 14.07 GB.

 Trying to split cluster 8 (5220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1065.030000 sec): 2 clusters
  Score: Raw -568507.487582 + Penalty 1391.041061 = -567116.446521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1065.040000 sec): 3 clusters
  Score: Raw -565816.610205 + Penalty 2782.082121 = -563034.528084
  nChanged 2153
		SP:Iteration 1F (1065.060000 sec): 3 clusters
  Score: Raw -567149.828165 + Penalty 2782.082121 = -564367.746043
  nChanged 404
		SP:Iteration 2F (1065.070000 sec): 3 clusters
  Score: Raw -567448.721103 + Penalty 2782.082121 = -564666.638982
  nChanged 344
		SP:Iteration 3F (1065.080000 sec): 3 clusters
  Score: Raw -567665.004177 + Penalty 2782.082121 = -564882.922055
  nChanged 249
		SP:Iteration 4Q (1065.100000 sec): 3 clusters
  Score: Raw -567793.309865 + Penalty 2782.082121 = -565011.227744
  nChanged 213
		SP:Iteration 5Q (1065.110000 sec): 3 clusters
  Score: Raw -567899.964713 + Penalty 2782.082121 = -565117.882592
  nChanged 191
		SP:Iteration 6Q (1065.120000 sec): 3 clusters
  Score: Raw -568016.545883 + Penalty 2782.082121 = -565234.463761
  nChanged 183
		SP:Iteration 7Q (1065.130000 sec): 3 clusters
  Score: Raw -568134.192716 + Penalty 2782.082121 = -565352.110595
  nChanged 172
		SP:Iteration 8Q (1065.150000 sec): 3 clusters
  Score: Raw -568236.717656 + Penalty 2782.082121 = -565454.635534
  nChanged 188
		SP:Iteration 9Q (1065.160000 sec): 3 clusters
  Score: Raw -568363.133939 + Penalty 2782.082121 = -565581.051818
  nChanged 192
		SP:Iteration 10Q (1065.170000 sec): 3 clusters
  Score: Raw -568506.557753 + Penalty 2782.082121 = -565724.475632
  nChanged 170
		SP:Iteration 11Q (1065.180000 sec): 3 clusters
  Score: Raw -568634.486849 + Penalty 2782.082121 = -565852.404728
  nChanged 166
		SP:Iteration 12Q (1065.200000 sec): 3 clusters
  Score: Raw -568743.836051 + Penalty 2782.082121 = -565961.753929
  nChanged 137
		SP:Iteration 13Q (1065.210000 sec): 3 clusters
  Score: Raw -568819.924115 + Penalty 2782.082121 = -566037.841993
  nChanged 105
		SP:Iteration 14Q (1065.220000 sec): 3 clusters
  Score: Raw -568885.764502 + Penalty 2782.082121 = -566103.682381
  nChanged 107
		SP:Iteration 15Q (1065.240000 sec): 3 clusters
  Score: Raw -568950.083641 + Penalty 2782.082121 = -566168.001520
  nChanged 97
		SP:Iteration 16Q (1065.250000 sec): 3 clusters
  Score: Raw -568997.347409 + Penalty 2782.082121 = -566215.265288
  nChanged 73
		SP:Iteration 17Q (1065.260000 sec): 3 clusters
  Score: Raw -569040.849496 + Penalty 2782.082121 = -566258.767375
  nChanged 55
		SP:Iteration 18Q (1065.270000 sec): 3 clusters
  Score: Raw -569067.873859 + Penalty 2782.082121 = -566285.791738
  nChanged 37
		SP:Iteration 19Q (1065.280000 sec): 3 clusters
  Score: Raw -569084.907305 + Penalty 2782.082121 = -566302.825184
  nChanged 26
		SP:Iteration 20F (1065.300000 sec): 3 clusters
  Score: Raw -569097.262770 + Penalty 2782.082121 = -566315.180649
  nChanged 19
		SP:Iteration 21Q (1065.310000 sec): 3 clusters
  Score: Raw -569107.706372 + Penalty 2782.082121 = -566325.624250
  nChanged 19
		SP:Iteration 22Q (1065.320000 sec): 3 clusters
  Score: Raw -569115.832070 + Penalty 2782.082121 = -566333.749948
  nChanged 14
		SP:Iteration 23Q (1065.330000 sec): 3 clusters
  Score: Raw -569120.765286 + Penalty 2782.082121 = -566338.683164
  nChanged 13
		SP:Iteration 24Q (1065.340000 sec): 3 clusters
  Score: Raw -569124.745787 + Penalty 2782.082121 = -566342.663666
  nChanged 9
		SP:Iteration 25Q (1065.360000 sec): 3 clusters
  Score: Raw -569127.296910 + Penalty 2782.082121 = -566345.214788
  nChanged 8
		SP:Iteration 26Q (1065.360000 sec): 3 clusters
  Score: Raw -569129.923621 + Penalty 2782.082121 = -566347.841499
  nChanged 6
		SP:Iteration 27Q (1065.380000 sec): 3 clusters
  Score: Raw -569132.440002 + Penalty 2782.082121 = -566350.357881
  nChanged 5
		SP:Iteration 28Q (1065.390000 sec): 3 clusters
  Score: Raw -569134.055505 + Penalty 2782.082121 = -566351.973384
  nChanged 8
		SP:Iteration 29Q (1065.400000 sec): 3 clusters
  Score: Raw -569136.595385 + Penalty 2782.082121 = -566354.513264
  nChanged 9
		SP:Iteration 30Q (1065.410000 sec): 3 clusters
  Score: Raw -569140.759022 + Penalty 2782.082121 = -566358.676900
  nChanged 16
		SP:Iteration 31Q (1065.420000 sec): 3 clusters
  Score: Raw -569149.431797 + Penalty 2782.082121 = -566367.349676
  nChanged 16
		SP:Iteration 32Q (1065.440000 sec): 3 clusters
  Score: Raw -569157.379862 + Penalty 2782.082121 = -566375.297741
  nChanged 19
		SP:Iteration 33Q (1065.450000 sec): 3 clusters
  Score: Raw -569168.193124 + Penalty 2782.082121 = -566386.111003
  nChanged 15
		SP:Iteration 34Q (1065.460000 sec): 3 clusters
  Score: Raw -569173.921709 + Penalty 2782.082121 = -566391.839588
  nChanged 17
		SP:Iteration 35Q (1065.470000 sec): 3 clusters
  Score: Raw -569180.418022 + Penalty 2782.082121 = -566398.335901
  nChanged 11
		SP:Iteration 36Q (1065.480000 sec): 3 clusters
  Score: Raw -569184.508184 + Penalty 2782.082121 = -566402.426062
  nChanged 5
		SP:Iteration 37Q (1065.490000 sec): 3 clusters
  Score: Raw -569186.251001 + Penalty 2782.082121 = -566404.168880
  nChanged 5
		SP:Iteration 38Q (1065.500000 sec): 3 clusters
  Score: Raw -569187.476573 + Penalty 2782.082121 = -566405.394451
  nChanged 2
		SP:Iteration 39Q (1065.520000 sec): 3 clusters
  Score: Raw -569187.830627 + Penalty 2782.082121 = -566405.748506
  nChanged 1
		SP:Iteration 40F (1065.520000 sec): 3 clusters
  Score: Raw -569188.140454 + Penalty 2782.082121 = -566406.058333
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1065.550000 sec): 2 clusters
  Score: Raw -255108.513968 + Penalty 1273.281628 = -253835.232340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1065.560000 sec): 3 clusters
  Score: Raw -254319.067127 + Penalty 2546.563255 = -251772.503872
  nChanged 1005
		SP:Iteration 1F (1065.560000 sec): 3 clusters
  Score: Raw -256889.086164 + Penalty 2546.563255 = -254342.522909
  nChanged 553
		SP:Iteration 2F (1065.570000 sec): 3 clusters
  Score: Raw -258641.576428 + Penalty 2546.563255 = -256095.013173
  nChanged 213
		SP:Iteration 3F (1065.580000 sec): 3 clusters
  Score: Raw -258974.456443 + Penalty 2546.563255 = -256427.893188
  nChanged 68
		SP:Iteration 4Q (1065.580000 sec): 3 clusters
  Score: Raw -259068.192742 + Penalty 2546.563255 = -256521.629487
  nChanged 35
		SP:Iteration 5Q (1065.590000 sec): 3 clusters
  Score: Raw -259113.576724 + Penalty 2546.563255 = -256567.013469
  nChanged 20
		SP:Iteration 6Q (1065.590000 sec): 3 clusters
  Score: Raw -259140.336253 + Penalty 2546.563255 = -256593.772998
  nChanged 19
		SP:Iteration 7Q (1065.600000 sec): 3 clusters
  Score: Raw -259164.502365 + Penalty 2546.563255 = -256617.939110
  nChanged 17
		SP:Iteration 8Q (1065.600000 sec): 3 clusters
  Score: Raw -259186.024302 + Penalty 2546.563255 = -256639.461046
  nChanged 21
		SP:Iteration 9Q (1065.610000 sec): 3 clusters
  Score: Raw -259220.406806 + Penalty 2546.563255 = -256673.843551
  nChanged 20
		SP:Iteration 10Q (1065.610000 sec): 3 clusters
  Score: Raw -259269.597706 + Penalty 2546.563255 = -256723.034450
  nChanged 33
		SP:Iteration 11Q (1065.620000 sec): 3 clusters
  Score: Raw -259307.311833 + Penalty 2546.563255 = -256760.748578
  nChanged 36
		SP:Iteration 12Q (1065.620000 sec): 3 clusters
  Score: Raw -259348.890543 + Penalty 2546.563255 = -256802.327288
  nChanged 28
		SP:Iteration 13Q (1065.630000 sec): 3 clusters
  Score: Raw -259403.619353 + Penalty 2546.563255 = -256857.056098
  nChanged 38
		SP:Iteration 14Q (1065.630000 sec): 3 clusters
  Score: Raw -259504.507457 + Penalty 2546.563255 = -256957.944201
  nChanged 67
		SP:Iteration 15Q (1065.640000 sec): 3 clusters
  Score: Raw -259706.109575 + Penalty 2546.563255 = -257159.546320
  nChanged 95
		SP:Iteration 16Q (1065.640000 sec): 3 clusters
  Score: Raw -260044.769485 + Penalty 2546.563255 = -257498.206229
  nChanged 143
		SP:Iteration 17F (1065.650000 sec): 3 clusters
  Score: Raw -260426.926302 + Penalty 2546.563255 = -257880.363047
  nChanged 173
		SP:Iteration 18F (1065.660000 sec): 3 clusters
  Score: Raw -261023.098562 + Penalty 2546.563255 = -258476.535307
  nChanged 124
		SP:Iteration 19Q (1065.660000 sec): 3 clusters
  Score: Raw -261271.660396 + Penalty 2546.563255 = -258725.097141
  nChanged 45
		SP:Iteration 20F (1065.670000 sec): 3 clusters
  Score: Raw -261302.830492 + Penalty 2546.563255 = -258756.267237
  nChanged 8
		SP:Iteration 21Q (1065.680000 sec): 3 clusters
  Score: Raw -261304.428588 + Penalty 2546.563255 = -258757.865333
  nChanged 1
		SP:Iteration 22Q (1065.680000 sec): 3 clusters
  Score: Raw -261304.711069 + Penalty 2546.563255 = -258758.147814
  nChanged 0
		SP:Iteration 23F (1065.690000 sec): 3 clusters
  Score: Raw -261304.711069 + Penalty 2546.563255 = -258758.147814
  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 14.07 GB.

 Trying to split cluster 10 (150334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1066.630000 sec): 2 clusters
  Score: Raw -17486601.386311 + Penalty 1937.099899 = -17484664.286412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1067.040000 sec): 3 clusters
  Score: Raw -17387837.925636 + Penalty 3874.199798 = -17383963.725837
  nChanged 72384
		SP:Iteration 1F (1067.450000 sec): 3 clusters
  Score: Raw -17432633.030046 + Penalty 3874.199798 = -17428758.830247
  nChanged 7161
		SP:Iteration 2Q (1067.880000 sec): 3 clusters
  Score: Raw -17436285.970501 + Penalty 3874.199798 = -17432411.770703
  nChanged 9021
		SP:Iteration 3F (1068.300000 sec): 3 clusters
  Score: Raw -17442508.644985 + Penalty 3874.199798 = -17438634.445186
  nChanged 11071
		SP:Iteration 4F (1068.720000 sec): 3 clusters
  Score: Raw -17452461.688120 + Penalty 3874.199798 = -17448587.488322
  nChanged 12479
		SP:Iteration 5F (1069.160000 sec): 3 clusters
  Score: Raw -17465216.977316 + Penalty 3874.199798 = -17461342.777518
  nChanged 11323
		SP:Iteration 6F (1069.590000 sec): 3 clusters
  Score: Raw -17475712.033197 + Penalty 3874.199798 = -17471837.833399
  nChanged 8561
		SP:Iteration 7F (1070.010000 sec): 3 clusters
  Score: Raw -17481923.767306 + Penalty 3874.199798 = -17478049.567508
  nChanged 5752
		SP:Iteration 8Q (1070.410000 sec): 3 clusters
  Score: Raw -17485152.140434 + Penalty 3874.199798 = -17481277.940636
  nChanged 4069
		SP:Iteration 9Q (1070.790000 sec): 3 clusters
  Score: Raw -17487091.391676 + Penalty 3874.199798 = -17483217.191878
  nChanged 3086
		SP:Iteration 10Q (1071.160000 sec): 3 clusters
  Score: Raw -17488445.633907 + Penalty 3874.199798 = -17484571.434108
  nChanged 2420
		SP:Iteration 11Q (1071.520000 sec): 3 clusters
  Score: Raw -17489333.509439 + Penalty 3874.199798 = -17485459.309640
  nChanged 2016
		SP:Iteration 12Q (1071.900000 sec): 3 clusters
  Score: Raw -17489942.071830 + Penalty 3874.199798 = -17486067.872032
  nChanged 1612
		SP:Iteration 13Q (1072.270000 sec): 3 clusters
  Score: Raw -17490344.368913 + Penalty 3874.199798 = -17486470.169115
  nChanged 1345
		SP:Iteration 14Q (1072.640000 sec): 3 clusters
  Score: Raw -17490635.147143 + Penalty 3874.199798 = -17486760.947345
  nChanged 1130
		SP:Iteration 15Q (1073.000000 sec): 3 clusters
  Score: Raw -17490848.530250 + Penalty 3874.199798 = -17486974.330452
  nChanged 1002
		SP:Iteration 16Q (1073.360000 sec): 3 clusters
  Score: Raw -17491022.860545 + Penalty 3874.199798 = -17487148.660747
  nChanged 899
		SP:Iteration 17Q (1073.740000 sec): 3 clusters
  Score: Raw -17491171.681701 + Penalty 3874.199798 = -17487297.481902
  nChanged 904
		SP:Iteration 18Q (1074.100000 sec): 3 clusters
  Score: Raw -17491319.238795 + Penalty 3874.199798 = -17487445.038997
  nChanged 942
		SP:Iteration 19Q (1074.460000 sec): 3 clusters
  Score: Raw -17491471.946536 + Penalty 3874.199798 = -17487597.746737
  nChanged 968
		SP:Iteration 20F (1074.870000 sec): 3 clusters
  Score: Raw -17491636.839660 + Penalty 3874.199798 = -17487762.639861
  nChanged 1017
		SP:Iteration 21Q (1075.240000 sec): 3 clusters
  Score: Raw -17491813.476868 + Penalty 3874.199798 = -17487939.277069
  nChanged 1031
		SP:Iteration 22Q (1075.630000 sec): 3 clusters
  Score: Raw -17491998.402329 + Penalty 3874.199798 = -17488124.202531
  nChanged 1064
		SP:Iteration 23Q (1076.010000 sec): 3 clusters
  Score: Raw -17492187.182046 + Penalty 3874.199798 = -17488312.982247
  nChanged 1110
		SP:Iteration 24Q (1076.380000 sec): 3 clusters
  Score: Raw -17492397.038605 + Penalty 3874.199798 = -17488522.838807
  nChanged 1130
		SP:Iteration 25Q (1076.740000 sec): 3 clusters
  Score: Raw -17492605.677666 + Penalty 3874.199798 = -17488731.477868
  nChanged 1143
		SP:Iteration 26Q (1077.100000 sec): 3 clusters
  Score: Raw -17492810.155510 + Penalty 3874.199798 = -17488935.955712
  nChanged 1074
		SP:Iteration 27Q (1077.500000 sec): 3 clusters
  Score: Raw -17492993.830912 + Penalty 3874.199798 = -17489119.631113
  nChanged 1092
		SP:Iteration 28Q (1077.860000 sec): 3 clusters
  Score: Raw -17493180.274453 + Penalty 3874.199798 = -17489306.074655
  nChanged 1048
		SP:Iteration 29Q (1078.220000 sec): 3 clusters
  Score: Raw -17493350.442274 + Penalty 3874.199798 = -17489476.242475
  nChanged 1037
		SP:Iteration 30Q (1078.570000 sec): 3 clusters
  Score: Raw -17493520.150628 + Penalty 3874.199798 = -17489645.950830
  nChanged 1031
		SP:Iteration 31Q (1078.930000 sec): 3 clusters
  Score: Raw -17493681.791499 + Penalty 3874.199798 = -17489807.591701
  nChanged 983
		SP:Iteration 32Q (1079.290000 sec): 3 clusters
  Score: Raw -17493836.817207 + Penalty 3874.199798 = -17489962.617409
  nChanged 963
		SP:Iteration 33Q (1079.640000 sec): 3 clusters
  Score: Raw -17493979.251947 + Penalty 3874.199798 = -17490105.052148
  nChanged 907
		SP:Iteration 34Q (1079.990000 sec): 3 clusters
  Score: Raw -17494102.783237 + Penalty 3874.199798 = -17490228.583439
  nChanged 833
		SP:Iteration 35Q (1080.350000 sec): 3 clusters
  Score: Raw -17494211.460498 + Penalty 3874.199798 = -17490337.260699
  nChanged 806
		SP:Iteration 36Q (1080.690000 sec): 3 clusters
  Score: Raw -17494315.416713 + Penalty 3874.199798 = -17490441.216915
  nChanged 804
		SP:Iteration 37Q (1081.040000 sec): 3 clusters
  Score: Raw -17494415.093182 + Penalty 3874.199798 = -17490540.893384
  nChanged 781
		SP:Iteration 38Q (1081.390000 sec): 3 clusters
  Score: Raw -17494505.325310 + Penalty 3874.199798 = -17490631.125511
  nChanged 679
		SP:Iteration 39Q (1081.730000 sec): 3 clusters
  Score: Raw -17494576.679521 + Penalty 3874.199798 = -17490702.479723
  nChanged 596
		SP:Iteration 40F (1082.130000 sec): 3 clusters
  Score: Raw -17494638.531299 + Penalty 3874.199798 = -17490764.331501
  nChanged 575
		SP:Iteration 41Q (1082.490000 sec): 3 clusters
  Score: Raw -17494693.366550 + Penalty 3874.199798 = -17490819.166752
  nChanged 531
		SP:Iteration 42Q (1082.850000 sec): 3 clusters
  Score: Raw -17494741.418005 + Penalty 3874.199798 = -17490867.218206
  nChanged 546
		SP:Iteration 43Q (1083.220000 sec): 3 clusters
  Score: Raw -17494791.098158 + Penalty 3874.199798 = -17490916.898359
  nChanged 520
		SP:Iteration 44Q (1083.580000 sec): 3 clusters
  Score: Raw -17494840.959651 + Penalty 3874.199798 = -17490966.759853
  nChanged 509
		SP:Iteration 45Q (1083.940000 sec): 3 clusters
  Score: Raw -17494888.235848 + Penalty 3874.199798 = -17491014.036050
  nChanged 457
		SP:Iteration 46Q (1084.310000 sec): 3 clusters
  Score: Raw -17494923.978330 + Penalty 3874.199798 = -17491049.778531
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		SP:Iteration 47Q (1084.670000 sec): 3 clusters
  Score: Raw -17494949.516242 + Penalty 3874.199798 = -17491075.316444
  nChanged 331
		SP:Iteration 48Q (1085.030000 sec): 3 clusters
  Score: Raw -17494969.664639 + Penalty 3874.199798 = -17491095.464841
  nChanged 320
		SP:Iteration 49Q (1085.380000 sec): 3 clusters
  Score: Raw -17494989.169795 + Penalty 3874.199798 = -17491114.969997
  nChanged 302
		SP:Iteration 50Q (1085.740000 sec): 3 clusters
  Score: Raw -17495005.903836 + Penalty 3874.199798 = -17491131.704037
  nChanged 275
		SP:Iteration 51Q (1086.100000 sec): 3 clusters
  Score: Raw -17495020.415964 + Penalty 3874.199798 = -17491146.216166
  nChanged 258
		SP:Iteration 52Q (1086.450000 sec): 3 clusters
  Score: Raw -17495033.353603 + Penalty 3874.199798 = -17491159.153804
  nChanged 256
		SP:Iteration 53Q (1086.810000 sec): 3 clusters
  Score: Raw -17495045.373281 + Penalty 3874.199798 = -17491171.173482
  nChanged 233
		SP:Iteration 54Q (1087.160000 sec): 3 clusters
  Score: Raw -17495055.797915 + Penalty 3874.199798 = -17491181.598117
  nChanged 220
		SP:Iteration 55Q (1087.520000 sec): 3 clusters
  Score: Raw -17495064.677156 + Penalty 3874.199798 = -17491190.477358
  nChanged 216
		SP:Iteration 56Q (1087.880000 sec): 3 clusters
  Score: Raw -17495074.062818 + Penalty 3874.199798 = -17491199.863020
  nChanged 217
		SP:Iteration 57Q (1088.230000 sec): 3 clusters
  Score: Raw -17495082.933789 + Penalty 3874.199798 = -17491208.733991
  nChanged 189
		SP:Iteration 58Q (1088.590000 sec): 3 clusters
  Score: Raw -17495090.626329 + Penalty 3874.199798 = -17491216.426531
  nChanged 192
		SP:Iteration 59Q (1088.950000 sec): 3 clusters
  Score: Raw -17495098.577148 + Penalty 3874.199798 = -17491224.377350
  nChanged 161
		SP:Iteration 60F (1089.350000 sec): 3 clusters
  Score: Raw -17495104.522863 + Penalty 3874.199798 = -17491230.323065
  nChanged 148
		SP:Iteration 61Q (1089.710000 sec): 3 clusters
  Score: Raw -17495109.647052 + Penalty 3874.199798 = -17491235.447254
  nChanged 150
		SP:Iteration 62Q (1090.070000 sec): 3 clusters
  Score: Raw -17495114.458181 + Penalty 3874.199798 = -17491240.258382
  nChanged 152
		SP:Iteration 63Q (1090.430000 sec): 3 clusters
  Score: Raw -17495119.963962 + Penalty 3874.199798 = -17491245.764163
  nChanged 150
		SP:Iteration 64Q (1090.780000 sec): 3 clusters
  Score: Raw -17495124.973761 + Penalty 3874.199798 = -17491250.773963
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		SP:Iteration 65Q (1091.130000 sec): 3 clusters
  Score: Raw -17495129.381027 + Penalty 3874.199798 = -17491255.181229
  nChanged 143
		SP:Iteration 66Q (1091.490000 sec): 3 clusters
  Score: Raw -17495134.368894 + Penalty 3874.199798 = -17491260.169096
  nChanged 149
		SP:Iteration 67Q (1091.850000 sec): 3 clusters
  Score: Raw -17495139.703438 + Penalty 3874.199798 = -17491265.503639
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		SP:Iteration 68Q (1092.210000 sec): 3 clusters
  Score: Raw -17495144.135751 + Penalty 3874.199798 = -17491269.935953
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		SP:Iteration 69Q (1092.570000 sec): 3 clusters
  Score: Raw -17495148.360994 + Penalty 3874.199798 = -17491274.161196
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		SP:Iteration 70Q (1092.920000 sec): 3 clusters
  Score: Raw -17495153.146091 + Penalty 3874.199798 = -17491278.946293
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		SP:Iteration 71Q (1093.290000 sec): 3 clusters
  Score: Raw -17495159.042306 + Penalty 3874.199798 = -17491284.842507
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		SP:Iteration 72Q (1093.640000 sec): 3 clusters
  Score: Raw -17495164.113864 + Penalty 3874.199798 = -17491289.914066
  nChanged 149
		SP:Iteration 73Q (1094.000000 sec): 3 clusters
  Score: Raw -17495168.974727 + Penalty 3874.199798 = -17491294.774928
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		SP:Iteration 74Q (1094.360000 sec): 3 clusters
  Score: Raw -17495173.539664 + Penalty 3874.199798 = -17491299.339866
  nChanged 139
		SP:Iteration 75Q (1094.720000 sec): 3 clusters
  Score: Raw -17495177.568884 + Penalty 3874.199798 = -17491303.369085
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		SP:Iteration 76Q (1095.070000 sec): 3 clusters
  Score: Raw -17495181.824640 + Penalty 3874.199798 = -17491307.624841
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		SP:Iteration 77Q (1095.430000 sec): 3 clusters
  Score: Raw -17495186.381734 + Penalty 3874.199798 = -17491312.181936
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		SP:Iteration 78Q (1095.780000 sec): 3 clusters
  Score: Raw -17495189.935522 + Penalty 3874.199798 = -17491315.735724
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		SP:Iteration 79Q (1096.140000 sec): 3 clusters
  Score: Raw -17495193.089859 + Penalty 3874.199798 = -17491318.890060
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		SP:Iteration 80F (1096.530000 sec): 3 clusters
  Score: Raw -17495195.976648 + Penalty 3874.199798 = -17491321.776850
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		SP:Iteration 81Q (1096.890000 sec): 3 clusters
  Score: Raw -17495199.186371 + Penalty 3874.199798 = -17491324.986573
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		SP:Iteration 82Q (1097.240000 sec): 3 clusters
  Score: Raw -17495202.669037 + Penalty 3874.199798 = -17491328.469239
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		SP:Iteration 83Q (1097.600000 sec): 3 clusters
  Score: Raw -17495205.562714 + Penalty 3874.199798 = -17491331.362916
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		SP:Iteration 84Q (1097.960000 sec): 3 clusters
  Score: Raw -17495207.772433 + Penalty 3874.199798 = -17491333.572634
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		SP:Iteration 85Q (1098.320000 sec): 3 clusters
  Score: Raw -17495210.082831 + Penalty 3874.199798 = -17491335.883032
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		SP:Iteration 86Q (1098.670000 sec): 3 clusters
  Score: Raw -17495212.520215 + Penalty 3874.199798 = -17491338.320416
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		SP:Iteration 87Q (1099.030000 sec): 3 clusters
  Score: Raw -17495215.438973 + Penalty 3874.199798 = -17491341.239175
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		SP:Iteration 88Q (1099.380000 sec): 3 clusters
  Score: Raw -17495217.880455 + Penalty 3874.199798 = -17491343.680657
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		SP:Iteration 89Q (1099.730000 sec): 3 clusters
  Score: Raw -17495220.182316 + Penalty 3874.199798 = -17491345.982517
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		SP:Iteration 90Q (1100.080000 sec): 3 clusters
  Score: Raw -17495222.704310 + Penalty 3874.199798 = -17491348.504511
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		SP:Iteration 91Q (1100.430000 sec): 3 clusters
  Score: Raw -17495225.139653 + Penalty 3874.199798 = -17491350.939855
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		SP:Iteration 92Q (1100.790000 sec): 3 clusters
  Score: Raw -17495227.163307 + Penalty 3874.199798 = -17491352.963508
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		SP:Iteration 93Q (1101.130000 sec): 3 clusters
  Score: Raw -17495229.008362 + Penalty 3874.199798 = -17491354.808563
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		SP:Iteration 94Q (1101.490000 sec): 3 clusters
  Score: Raw -17495230.794161 + Penalty 3874.199798 = -17491356.594363
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		SP:Iteration 95Q (1101.840000 sec): 3 clusters
  Score: Raw -17495232.076388 + Penalty 3874.199798 = -17491357.876589
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		SP:Iteration 96Q (1102.200000 sec): 3 clusters
  Score: Raw -17495233.289429 + Penalty 3874.199798 = -17491359.089631
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		SP:Iteration 97Q (1102.550000 sec): 3 clusters
  Score: Raw -17495234.305753 + Penalty 3874.199798 = -17491360.105954
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		SP:Iteration 98Q (1102.910000 sec): 3 clusters
  Score: Raw -17495235.234540 + Penalty 3874.199798 = -17491361.034742
  nChanged 64
		SP:Iteration 99Q (1103.270000 sec): 3 clusters
  Score: Raw -17495236.418340 + Penalty 3874.199798 = -17491362.218541
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		SP:Iteration 100F (1103.670000 sec): 3 clusters
  Score: Raw -17495237.783479 + Penalty 3874.199798 = -17491363.583681
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		SP:Iteration 101Q (1104.020000 sec): 3 clusters
  Score: Raw -17495239.199701 + Penalty 3874.199798 = -17491364.999903
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		SP:Iteration 102Q (1104.380000 sec): 3 clusters
  Score: Raw -17495240.655449 + Penalty 3874.199798 = -17491366.455651
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		SP:Iteration 103Q (1104.740000 sec): 3 clusters
  Score: Raw -17495242.151094 + Penalty 3874.199798 = -17491367.951295
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		SP:Iteration 104Q (1105.090000 sec): 3 clusters
  Score: Raw -17495243.665600 + Penalty 3874.199798 = -17491369.465802
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		SP:Iteration 105Q (1105.450000 sec): 3 clusters
  Score: Raw -17495245.334755 + Penalty 3874.199798 = -17491371.134957
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		SP:Iteration 106Q (1105.800000 sec): 3 clusters
  Score: Raw -17495246.689355 + Penalty 3874.199798 = -17491372.489556
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		SP:Iteration 107Q (1106.160000 sec): 3 clusters
  Score: Raw -17495248.077118 + Penalty 3874.199798 = -17491373.877320
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		SP:Iteration 108Q (1106.510000 sec): 3 clusters
  Score: Raw -17495249.687734 + Penalty 3874.199798 = -17491375.487936
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		SP:Iteration 109Q (1106.870000 sec): 3 clusters
  Score: Raw -17495251.553831 + Penalty 3874.199798 = -17491377.354032
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		SP:Iteration 110Q (1107.220000 sec): 3 clusters
  Score: Raw -17495253.064954 + Penalty 3874.199798 = -17491378.865156
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		SP:Iteration 111Q (1107.580000 sec): 3 clusters
  Score: Raw -17495254.715286 + Penalty 3874.199798 = -17491380.515488
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		SP:Iteration 112Q (1107.940000 sec): 3 clusters
  Score: Raw -17495256.673655 + Penalty 3874.199798 = -17491382.473857
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		SP:Iteration 113Q (1108.290000 sec): 3 clusters
  Score: Raw -17495258.675133 + Penalty 3874.199798 = -17491384.475335
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		SP:Iteration 114Q (1108.640000 sec): 3 clusters
  Score: Raw -17495260.703711 + Penalty 3874.199798 = -17491386.503912
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		SP:Iteration 115Q (1109.000000 sec): 3 clusters
  Score: Raw -17495262.326240 + Penalty 3874.199798 = -17491388.126441
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		SP:Iteration 116Q (1109.350000 sec): 3 clusters
  Score: Raw -17495263.491106 + Penalty 3874.199798 = -17491389.291307
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		SP:Iteration 117Q (1109.700000 sec): 3 clusters
  Score: Raw -17495264.344612 + Penalty 3874.199798 = -17491390.144814
  nChanged 42
		SP:Iteration 118Q (1110.060000 sec): 3 clusters
  Score: Raw -17495265.016061 + Penalty 3874.199798 = -17491390.816263
  nChanged 48
		SP:Iteration 119Q (1110.410000 sec): 3 clusters
  Score: Raw -17495265.990332 + Penalty 3874.199798 = -17491391.790533
  nChanged 49
		SP:Iteration 120F (1110.810000 sec): 3 clusters
  Score: Raw -17495266.806228 + Penalty 3874.199798 = -17491392.606429
  nChanged 45
		SP:Iteration 121Q (1111.160000 sec): 3 clusters
  Score: Raw -17495267.468344 + Penalty 3874.199798 = -17491393.268545
  nChanged 48
		SP:Iteration 122Q (1111.510000 sec): 3 clusters
  Score: Raw -17495268.117212 + Penalty 3874.199798 = -17491393.917414
  nChanged 38
		SP:Iteration 123Q (1111.860000 sec): 3 clusters
  Score: Raw -17495268.709651 + Penalty 3874.199798 = -17491394.509853
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		SP:Iteration 124Q (1112.220000 sec): 3 clusters
  Score: Raw -17495269.119146 + Penalty 3874.199798 = -17491394.919348
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		SP:Iteration 125Q (1112.580000 sec): 3 clusters
  Score: Raw -17495269.615926 + Penalty 3874.199798 = -17491395.416128
  nChanged 39
		SP:Iteration 126Q (1112.940000 sec): 3 clusters
  Score: Raw -17495270.259622 + Penalty 3874.199798 = -17491396.059824
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		SP:Iteration 127Q (1113.290000 sec): 3 clusters
  Score: Raw -17495270.847588 + Penalty 3874.199798 = -17491396.647789
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		SP:Iteration 128Q (1113.640000 sec): 3 clusters
  Score: Raw -17495271.308554 + Penalty 3874.199798 = -17491397.108755
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		SP:Iteration 129Q (1113.990000 sec): 3 clusters
  Score: Raw -17495271.671048 + Penalty 3874.199798 = -17491397.471250
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		SP:Iteration 130Q (1114.350000 sec): 3 clusters
  Score: Raw -17495271.930392 + Penalty 3874.199798 = -17491397.730594
  nChanged 18
		SP:Iteration 131Q (1114.700000 sec): 3 clusters
  Score: Raw -17495272.120203 + Penalty 3874.199798 = -17491397.920404
  nChanged 17
		SP:Iteration 132Q (1115.060000 sec): 3 clusters
  Score: Raw -17495272.325894 + Penalty 3874.199798 = -17491398.126095
  nChanged 21
		SP:Iteration 133Q (1115.410000 sec): 3 clusters
  Score: Raw -17495272.633353 + Penalty 3874.199798 = -17491398.433555
  nChanged 29
		SP:Iteration 134Q (1115.770000 sec): 3 clusters
  Score: Raw -17495273.038419 + Penalty 3874.199798 = -17491398.838621
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		SP:Iteration 135Q (1116.120000 sec): 3 clusters
  Score: Raw -17495273.335836 + Penalty 3874.199798 = -17491399.136037
  nChanged 26
		SP:Iteration 136Q (1116.480000 sec): 3 clusters
  Score: Raw -17495273.788485 + Penalty 3874.199798 = -17491399.588687
  nChanged 43
		SP:Iteration 137Q (1116.830000 sec): 3 clusters
  Score: Raw -17495274.684270 + Penalty 3874.199798 = -17491400.484472
  nChanged 34
		SP:Iteration 138Q (1117.180000 sec): 3 clusters
  Score: Raw -17495275.498459 + Penalty 3874.199798 = -17491401.298660
  nChanged 37
		SP:Iteration 139Q (1117.540000 sec): 3 clusters
  Score: Raw -17495276.082706 + Penalty 3874.199798 = -17491401.882908
  nChanged 29
		SP:Iteration 140F (1117.940000 sec): 3 clusters
  Score: Raw -17495276.508168 + Penalty 3874.199798 = -17491402.308370
  nChanged 36
		SP:Iteration 141Q (1118.300000 sec): 3 clusters
  Score: Raw -17495277.098501 + Penalty 3874.199798 = -17491402.898703
  nChanged 40
		SP:Iteration 142Q (1118.650000 sec): 3 clusters
  Score: Raw -17495277.805626 + Penalty 3874.199798 = -17491403.605827
  nChanged 43
		SP:Iteration 143Q (1119.000000 sec): 3 clusters
  Score: Raw -17495278.418818 + Penalty 3874.199798 = -17491404.219019
  nChanged 36
		SP:Iteration 144Q (1119.360000 sec): 3 clusters
  Score: Raw -17495278.951688 + Penalty 3874.199798 = -17491404.751890
  nChanged 30
		SP:Iteration 145Q (1119.710000 sec): 3 clusters
  Score: Raw -17495279.380011 + Penalty 3874.199798 = -17491405.180213
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		SP:Iteration 146Q (1120.070000 sec): 3 clusters
  Score: Raw -17495279.908319 + Penalty 3874.199798 = -17491405.708520
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		SP:Iteration 147Q (1120.420000 sec): 3 clusters
  Score: Raw -17495280.379302 + Penalty 3874.199798 = -17491406.179504
  nChanged 25
		SP:Iteration 148Q (1120.780000 sec): 3 clusters
  Score: Raw -17495280.627566 + Penalty 3874.199798 = -17491406.427768
  nChanged 22
		SP:Iteration 149Q (1121.140000 sec): 3 clusters
  Score: Raw -17495280.882326 + Penalty 3874.199798 = -17491406.682528
  nChanged 20
		SP:Iteration 150Q (1121.500000 sec): 3 clusters
  Score: Raw -17495281.118529 + Penalty 3874.199798 = -17491406.918730
  nChanged 18
		SP:Iteration 151Q (1121.850000 sec): 3 clusters
  Score: Raw -17495281.356317 + Penalty 3874.199798 = -17491407.156518
  nChanged 22
		SP:Iteration 152Q (1122.200000 sec): 3 clusters
  Score: Raw -17495281.604954 + Penalty 3874.199798 = -17491407.405156
  nChanged 16
		SP:Iteration 153Q (1122.560000 sec): 3 clusters
  Score: Raw -17495281.789548 + Penalty 3874.199798 = -17491407.589750
  nChanged 14
		SP:Iteration 154Q (1122.910000 sec): 3 clusters
  Score: Raw -17495281.963984 + Penalty 3874.199798 = -17491407.764185
  nChanged 17
		SP:Iteration 155Q (1123.270000 sec): 3 clusters
  Score: Raw -17495282.164956 + Penalty 3874.199798 = -17491407.965158
  nChanged 16
		SP:Iteration 156Q (1123.620000 sec): 3 clusters
  Score: Raw -17495282.327385 + Penalty 3874.199798 = -17491408.127586
  nChanged 13
		SP:Iteration 157Q (1123.980000 sec): 3 clusters
  Score: Raw -17495282.495280 + Penalty 3874.199798 = -17491408.295482
  nChanged 16
		SP:Iteration 158Q (1124.330000 sec): 3 clusters
  Score: Raw -17495282.684274 + Penalty 3874.199798 = -17491408.484475
  nChanged 19
		SP:Iteration 159Q (1124.680000 sec): 3 clusters
  Score: Raw -17495282.931297 + Penalty 3874.199798 = -17491408.731499
  nChanged 24
		SP:Iteration 160F (1125.080000 sec): 3 clusters
  Score: Raw -17495283.268945 + Penalty 3874.199798 = -17491409.069147
  nChanged 26
		SP:Iteration 161Q (1125.440000 sec): 3 clusters
  Score: Raw -17495283.665794 + Penalty 3874.199798 = -17491409.465995
  nChanged 22
		SP:Iteration 162Q (1125.790000 sec): 3 clusters
  Score: Raw -17495283.928698 + Penalty 3874.199798 = -17491409.728900
  nChanged 20
		SP:Iteration 163Q (1126.140000 sec): 3 clusters
  Score: Raw -17495284.224960 + Penalty 3874.199798 = -17491410.025161
  nChanged 21
		SP:Iteration 164Q (1126.500000 sec): 3 clusters
  Score: Raw -17495284.508416 + Penalty 3874.199798 = -17491410.308617
  nChanged 26
		SP:Iteration 165Q (1126.850000 sec): 3 clusters
  Score: Raw -17495284.915004 + Penalty 3874.199798 = -17491410.715205
  nChanged 27
		SP:Iteration 166Q (1127.210000 sec): 3 clusters
  Score: Raw -17495285.179509 + Penalty 3874.199798 = -17491410.979710
  nChanged 12
		SP:Iteration 167Q (1127.560000 sec): 3 clusters
  Score: Raw -17495285.288303 + Penalty 3874.199798 = -17491411.088505
  nChanged 13
		SP:Iteration 168Q (1127.920000 sec): 3 clusters
  Score: Raw -17495285.455732 + Penalty 3874.199798 = -17491411.255933
  nChanged 17
		SP:Iteration 169Q (1128.270000 sec): 3 clusters
  Score: Raw -17495285.654435 + Penalty 3874.199798 = -17491411.454637
  nChanged 10
		SP:Iteration 170Q (1128.620000 sec): 3 clusters
  Score: Raw -17495285.753338 + Penalty 3874.199798 = -17491411.553539
  nChanged 7
		SP:Iteration 171Q (1128.980000 sec): 3 clusters
  Score: Raw -17495285.833616 + Penalty 3874.199798 = -17491411.633818
  nChanged 8
		SP:Iteration 172Q (1129.330000 sec): 3 clusters
  Score: Raw -17495285.904789 + Penalty 3874.199798 = -17491411.704991
  nChanged 12
		SP:Iteration 173Q (1129.680000 sec): 3 clusters
  Score: Raw -17495286.047353 + Penalty 3874.199798 = -17491411.847554
  nChanged 11
		SP:Iteration 174Q (1130.030000 sec): 3 clusters
  Score: Raw -17495286.155075 + Penalty 3874.199798 = -17491411.955276
  nChanged 13
		SP:Iteration 175Q (1130.390000 sec): 3 clusters
  Score: Raw -17495286.291241 + Penalty 3874.199798 = -17491412.091442
  nChanged 14
		SP:Iteration 176Q (1130.740000 sec): 3 clusters
  Score: Raw -17495286.438718 + Penalty 3874.199798 = -17491412.238920
  nChanged 12
		SP:Iteration 177Q (1131.090000 sec): 3 clusters
  Score: Raw -17495286.569863 + Penalty 3874.199798 = -17491412.370065
  nChanged 17
		SP:Iteration 178Q (1131.450000 sec): 3 clusters
  Score: Raw -17495286.734462 + Penalty 3874.199798 = -17491412.534664
  nChanged 8
		SP:Iteration 179Q (1131.800000 sec): 3 clusters
  Score: Raw -17495286.814557 + Penalty 3874.199798 = -17491412.614759
  nChanged 8
		SP:Iteration 180F (1132.200000 sec): 3 clusters
  Score: Raw -17495286.875757 + Penalty 3874.199798 = -17491412.675959
  nChanged 5
		SP:Iteration 181Q (1132.550000 sec): 3 clusters
  Score: Raw -17495286.918493 + Penalty 3874.199798 = -17491412.718695
  nChanged 3
		SP:Iteration 182Q (1132.910000 sec): 3 clusters
  Score: Raw -17495286.950045 + Penalty 3874.199798 = -17491412.750246
  nChanged 5
		SP:Iteration 183Q (1133.260000 sec): 3 clusters
  Score: Raw -17495287.021815 + Penalty 3874.199798 = -17491412.822016
  nChanged 9
		SP:Iteration 184Q (1133.620000 sec): 3 clusters
  Score: Raw -17495287.157354 + Penalty 3874.199798 = -17491412.957556
  nChanged 11
		SP:Iteration 185Q (1133.970000 sec): 3 clusters
  Score: Raw -17495287.279848 + Penalty 3874.199798 = -17491413.080049
  nChanged 9
		SP:Iteration 186Q (1134.320000 sec): 3 clusters
  Score: Raw -17495287.416377 + Penalty 3874.199798 = -17491413.216579
  nChanged 12
		SP:Iteration 187Q (1134.680000 sec): 3 clusters
  Score: Raw -17495287.605619 + Penalty 3874.199798 = -17491413.405820
  nChanged 20
		SP:Iteration 188Q (1135.040000 sec): 3 clusters
  Score: Raw -17495287.847322 + Penalty 3874.199798 = -17491413.647524
  nChanged 20
		SP:Iteration 189Q (1135.390000 sec): 3 clusters
  Score: Raw -17495288.116455 + Penalty 3874.199798 = -17491413.916657
  nChanged 18
		SP:Iteration 190Q (1135.740000 sec): 3 clusters
  Score: Raw -17495288.315025 + Penalty 3874.199798 = -17491414.115226
  nChanged 9
		SP:Iteration 191Q (1136.100000 sec): 3 clusters
  Score: Raw -17495288.382480 + Penalty 3874.199798 = -17491414.182681
  nChanged 9
		SP:Iteration 192Q (1136.460000 sec): 3 clusters
  Score: Raw -17495288.450550 + Penalty 3874.199798 = -17491414.250751
  nChanged 10
		SP:Iteration 193Q (1136.810000 sec): 3 clusters
  Score: Raw -17495288.527424 + Penalty 3874.199798 = -17491414.327626
  nChanged 15
		SP:Iteration 194Q (1137.160000 sec): 3 clusters
  Score: Raw -17495288.674117 + Penalty 3874.199798 = -17491414.474319
  nChanged 14
		SP:Iteration 195Q (1137.510000 sec): 3 clusters
  Score: Raw -17495288.795600 + Penalty 3874.199798 = -17491414.595802
  nChanged 12
		SP:Iteration 196Q (1137.870000 sec): 3 clusters
  Score: Raw -17495288.916682 + Penalty 3874.199798 = -17491414.716883
  nChanged 8
		SP:Iteration 197Q (1138.220000 sec): 3 clusters
  Score: Raw -17495288.998582 + Penalty 3874.199798 = -17491414.798783
  nChanged 7
		SP:Iteration 198Q (1138.580000 sec): 3 clusters
  Score: Raw -17495289.085773 + Penalty 3874.199798 = -17491414.885975
  nChanged 13
		SP:Iteration 199Q (1138.930000 sec): 3 clusters
  Score: Raw -17495289.239338 + Penalty 3874.199798 = -17491415.039539
  nChanged 6
		SP:Iteration 200F (1139.340000 sec): 3 clusters
  Score: Raw -17495289.317601 + Penalty 3874.199798 = -17491415.117802
  nChanged 9
		SP:Iteration 201Q (1139.700000 sec): 3 clusters
  Score: Raw -17495289.421272 + Penalty 3874.199798 = -17491415.221473
  nChanged 12
		SP:Iteration 202Q (1140.050000 sec): 3 clusters
  Score: Raw -17495289.532337 + Penalty 3874.199798 = -17491415.332538
  nChanged 9
		SP:Iteration 203Q (1140.400000 sec): 3 clusters
  Score: Raw -17495289.656092 + Penalty 3874.199798 = -17491415.456294
  nChanged 9
		SP:Iteration 204Q (1140.750000 sec): 3 clusters
  Score: Raw -17495289.751027 + Penalty 3874.199798 = -17491415.551228
  nChanged 10
		SP:Iteration 205Q (1141.110000 sec): 3 clusters
  Score: Raw -17495289.874476 + Penalty 3874.199798 = -17491415.674678
  nChanged 8
		SP:Iteration 206Q (1141.460000 sec): 3 clusters
  Score: Raw -17495289.937244 + Penalty 3874.199798 = -17491415.737446
  nChanged 7
		SP:Iteration 207Q (1141.810000 sec): 3 clusters
  Score: Raw -17495289.995284 + Penalty 3874.199798 = -17491415.795485
  nChanged 8
		SP:Iteration 208Q (1142.170000 sec): 3 clusters
  Score: Raw -17495290.097053 + Penalty 3874.199798 = -17491415.897255
  nChanged 17
		SP:Iteration 209Q (1142.520000 sec): 3 clusters
  Score: Raw -17495290.268974 + Penalty 3874.199798 = -17491416.069176
  nChanged 13
		SP:Iteration 210Q (1142.880000 sec): 3 clusters
  Score: Raw -17495290.424414 + Penalty 3874.199798 = -17491416.224616
  nChanged 16
		SP:Iteration 211Q (1143.240000 sec): 3 clusters
  Score: Raw -17495290.623852 + Penalty 3874.199798 = -17491416.424054
  nChanged 23
		SP:Iteration 212Q (1143.590000 sec): 3 clusters
  Score: Raw -17495290.910235 + Penalty 3874.199798 = -17491416.710437
  nChanged 16
		SP:Iteration 213Q (1143.940000 sec): 3 clusters
  Score: Raw -17495291.104378 + Penalty 3874.199798 = -17491416.904580
  nChanged 15
		SP:Iteration 214Q (1144.300000 sec): 3 clusters
  Score: Raw -17495291.264696 + Penalty 3874.199798 = -17491417.064897
  nChanged 14
		SP:Iteration 215Q (1144.650000 sec): 3 clusters
  Score: Raw -17495291.387508 + Penalty 3874.199798 = -17491417.187710
  nChanged 18
		SP:Iteration 216Q (1145.010000 sec): 3 clusters
  Score: Raw -17495291.577183 + Penalty 3874.199798 = -17491417.377384
  nChanged 11
		SP:Iteration 217Q (1145.360000 sec): 3 clusters
  Score: Raw -17495291.702706 + Penalty 3874.199798 = -17491417.502908
  nChanged 10
		SP:Iteration 218Q (1145.720000 sec): 3 clusters
  Score: Raw -17495291.807750 + Penalty 3874.199798 = -17491417.607951
  nChanged 11
		SP:Iteration 219Q (1146.070000 sec): 3 clusters
  Score: Raw -17495291.942398 + Penalty 3874.199798 = -17491417.742600
  nChanged 13
		SP:Iteration 220F (1146.470000 sec): 3 clusters
  Score: Raw -17495292.150968 + Penalty 3874.199798 = -17491417.951169
  nChanged 16
		SP:Iteration 221Q (1146.820000 sec): 3 clusters
  Score: Raw -17495292.324373 + Penalty 3874.199798 = -17491418.124575
  nChanged 19
		SP:Iteration 222Q (1147.170000 sec): 3 clusters
  Score: Raw -17495292.507487 + Penalty 3874.199798 = -17491418.307689
  nChanged 13
		SP:Iteration 223Q (1147.520000 sec): 3 clusters
  Score: Raw -17495292.654095 + Penalty 3874.199798 = -17491418.454297
  nChanged 15
		SP:Iteration 224Q (1147.880000 sec): 3 clusters
  Score: Raw -17495292.869038 + Penalty 3874.199798 = -17491418.669240
  nChanged 13
		SP:Iteration 225Q (1148.230000 sec): 3 clusters
  Score: Raw -17495293.009562 + Penalty 3874.199798 = -17491418.809763
  nChanged 19
		SP:Iteration 226Q (1148.580000 sec): 3 clusters
  Score: Raw -17495293.185776 + Penalty 3874.199798 = -17491418.985977
  nChanged 12
		SP:Iteration 227Q (1148.930000 sec): 3 clusters
  Score: Raw -17495293.264591 + Penalty 3874.199798 = -17491419.064792
  nChanged 9
		SP:Iteration 228Q (1149.290000 sec): 3 clusters
  Score: Raw -17495293.343626 + Penalty 3874.199798 = -17491419.143828
  nChanged 10
		SP:Iteration 229Q (1149.640000 sec): 3 clusters
  Score: Raw -17495293.401981 + Penalty 3874.199798 = -17491419.202182
  nChanged 6
		SP:Iteration 230Q (1149.990000 sec): 3 clusters
  Score: Raw -17495293.441692 + Penalty 3874.199798 = -17491419.241894
  nChanged 8
		SP:Iteration 231Q (1150.350000 sec): 3 clusters
  Score: Raw -17495293.520839 + Penalty 3874.199798 = -17491419.321040
  nChanged 7
		SP:Iteration 232Q (1150.690000 sec): 3 clusters
  Score: Raw -17495293.609018 + Penalty 3874.199798 = -17491419.409219
  nChanged 10
		SP:Iteration 233Q (1151.050000 sec): 3 clusters
  Score: Raw -17495293.706451 + Penalty 3874.199798 = -17491419.506652
  nChanged 8
		SP:Iteration 234Q (1151.400000 sec): 3 clusters
  Score: Raw -17495293.800839 + Penalty 3874.199798 = -17491419.601041
  nChanged 11
		SP:Iteration 235Q (1151.750000 sec): 3 clusters
  Score: Raw -17495293.946085 + Penalty 3874.199798 = -17491419.746286
  nChanged 13
		SP:Iteration 236Q (1152.110000 sec): 3 clusters
  Score: Raw -17495294.076194 + Penalty 3874.199798 = -17491419.876395
  nChanged 16
		SP:Iteration 237Q (1152.460000 sec): 3 clusters
  Score: Raw -17495294.264387 + Penalty 3874.199798 = -17491420.064589
  nChanged 13
		SP:Iteration 238Q (1152.810000 sec): 3 clusters
  Score: Raw -17495294.419236 + Penalty 3874.199798 = -17491420.219438
  nChanged 15
		SP:Iteration 239Q (1153.170000 sec): 3 clusters
  Score: Raw -17495294.614686 + Penalty 3874.199798 = -17491420.414887
  nChanged 18
		SP:Iteration 240F (1153.570000 sec): 3 clusters
  Score: Raw -17495294.789282 + Penalty 3874.199798 = -17491420.589483
  nChanged 17
		SP:Iteration 241Q (1153.930000 sec): 3 clusters
  Score: Raw -17495294.972188 + Penalty 3874.199798 = -17491420.772390
  nChanged 19
		SP:Iteration 242Q (1154.280000 sec): 3 clusters
  Score: Raw -17495295.121619 + Penalty 3874.199798 = -17491420.921821
  nChanged 18
		SP:Iteration 243Q (1154.630000 sec): 3 clusters
  Score: Raw -17495295.331650 + Penalty 3874.199798 = -17491421.131852
  nChanged 23
		SP:Iteration 244Q (1154.990000 sec): 3 clusters
  Score: Raw -17495295.666883 + Penalty 3874.199798 = -17491421.467085
  nChanged 30
		SP:Iteration 245Q (1155.350000 sec): 3 clusters
  Score: Raw -17495296.101309 + Penalty 3874.199798 = -17491421.901511
  nChanged 25
		SP:Iteration 246Q (1155.700000 sec): 3 clusters
  Score: Raw -17495296.375321 + Penalty 3874.199798 = -17491422.175523
  nChanged 13
		SP:Iteration 247Q (1156.050000 sec): 3 clusters
  Score: Raw -17495296.557449 + Penalty 3874.199798 = -17491422.357650
  nChanged 12
		SP:Iteration 248Q (1156.410000 sec): 3 clusters
  Score: Raw -17495296.703413 + Penalty 3874.199798 = -17491422.503615
  nChanged 14
		SP:Iteration 249Q (1156.760000 sec): 3 clusters
  Score: Raw -17495296.827859 + Penalty 3874.199798 = -17491422.628060
  nChanged 7
		SP:Iteration 250Q (1157.120000 sec): 3 clusters
  Score: Raw -17495296.883784 + Penalty 3874.199798 = -17491422.683985
  nChanged 10
		SP:Iteration 251Q (1157.470000 sec): 3 clusters
  Score: Raw -17495296.990891 + Penalty 3874.199798 = -17491422.791093
  nChanged 9
		SP:Iteration 252Q (1157.830000 sec): 3 clusters
  Score: Raw -17495297.066701 + Penalty 3874.199798 = -17491422.866903
  nChanged 7
		SP:Iteration 253Q (1158.180000 sec): 3 clusters
  Score: Raw -17495297.153617 + Penalty 3874.199798 = -17491422.953819
  nChanged 16
		SP:Iteration 254Q (1158.530000 sec): 3 clusters
  Score: Raw -17495297.342856 + Penalty 3874.199798 = -17491423.143058
  nChanged 15
		SP:Iteration 255Q (1158.890000 sec): 3 clusters
  Score: Raw -17495297.456562 + Penalty 3874.199798 = -17491423.256763
  nChanged 5
		SP:Iteration 256Q (1159.240000 sec): 3 clusters
  Score: Raw -17495297.491738 + Penalty 3874.199798 = -17491423.291939
  nChanged 5
		SP:Iteration 257Q (1159.590000 sec): 3 clusters
  Score: Raw -17495297.535222 + Penalty 3874.199798 = -17491423.335423
  nChanged 6
		SP:Iteration 258Q (1159.950000 sec): 3 clusters
  Score: Raw -17495297.601402 + Penalty 3874.199798 = -17491423.401604
  nChanged 10
		SP:Iteration 259Q (1160.300000 sec): 3 clusters
  Score: Raw -17495297.674582 + Penalty 3874.199798 = -17491423.474784
  nChanged 11
		SP:Iteration 260F (1160.700000 sec): 3 clusters
  Score: Raw -17495297.776422 + Penalty 3874.199798 = -17491423.576623
  nChanged 10
		SP:Iteration 261Q (1161.050000 sec): 3 clusters
  Score: Raw -17495297.870346 + Penalty 3874.199798 = -17491423.670547
  nChanged 9
		SP:Iteration 262Q (1161.400000 sec): 3 clusters
  Score: Raw -17495297.935146 + Penalty 3874.199798 = -17491423.735347
  nChanged 7
		SP:Iteration 263Q (1161.750000 sec): 3 clusters
  Score: Raw -17495298.001404 + Penalty 3874.199798 = -17491423.801606
  nChanged 10
		SP:Iteration 264Q (1162.110000 sec): 3 clusters
  Score: Raw -17495298.150821 + Penalty 3874.199798 = -17491423.951023
  nChanged 14
		SP:Iteration 265Q (1162.460000 sec): 3 clusters
  Score: Raw -17495298.306211 + Penalty 3874.199798 = -17491424.106413
  nChanged 15
		SP:Iteration 266Q (1162.810000 sec): 3 clusters
  Score: Raw -17495298.499378 + Penalty 3874.199798 = -17491424.299579
  nChanged 15
		SP:Iteration 267Q (1163.170000 sec): 3 clusters
  Score: Raw -17495298.645258 + Penalty 3874.199798 = -17491424.445459
  nChanged 12
		SP:Iteration 268Q (1163.520000 sec): 3 clusters
  Score: Raw -17495298.773909 + Penalty 3874.199798 = -17491424.574111
  nChanged 15
		SP:Iteration 269Q (1163.880000 sec): 3 clusters
  Score: Raw -17495298.932150 + Penalty 3874.199798 = -17491424.732352
  nChanged 11
		SP:Iteration 270Q (1164.240000 sec): 3 clusters
  Score: Raw -17495299.078358 + Penalty 3874.199798 = -17491424.878560
  nChanged 17
		SP:Iteration 271Q (1164.590000 sec): 3 clusters
  Score: Raw -17495299.313727 + Penalty 3874.199798 = -17491425.113928
  nChanged 19
		SP:Iteration 272Q (1164.940000 sec): 3 clusters
  Score: Raw -17495299.549407 + Penalty 3874.199798 = -17491425.349608
  nChanged 21
		SP:Iteration 273Q (1165.290000 sec): 3 clusters
  Score: Raw -17495299.794421 + Penalty 3874.199798 = -17491425.594623
  nChanged 20
		SP:Iteration 274Q (1165.640000 sec): 3 clusters
  Score: Raw -17495300.135823 + Penalty 3874.199798 = -17491425.936025
  nChanged 21
		SP:Iteration 275Q (1165.990000 sec): 3 clusters
  Score: Raw -17495300.446190 + Penalty 3874.199798 = -17491426.246391
  nChanged 20
		SP:Iteration 276Q (1166.350000 sec): 3 clusters
  Score: Raw -17495300.713772 + Penalty 3874.199798 = -17491426.513974
  nChanged 13
		SP:Iteration 277Q (1166.700000 sec): 3 clusters
  Score: Raw -17495300.836497 + Penalty 3874.199798 = -17491426.636699
  nChanged 10
		SP:Iteration 278Q (1167.050000 sec): 3 clusters
  Score: Raw -17495300.924586 + Penalty 3874.199798 = -17491426.724788
  nChanged 9
		SP:Iteration 279Q (1167.410000 sec): 3 clusters
  Score: Raw -17495301.021591 + Penalty 3874.199798 = -17491426.821793
  nChanged 13
		SP:Iteration 280F (1167.810000 sec): 3 clusters
  Score: Raw -17495301.156088 + Penalty 3874.199798 = -17491426.956290
  nChanged 7
		SP:Iteration 281Q (1168.160000 sec): 3 clusters
  Score: Raw -17495301.231262 + Penalty 3874.199798 = -17491427.031464
  nChanged 9
		SP:Iteration 282Q (1168.510000 sec): 3 clusters
  Score: Raw -17495301.369150 + Penalty 3874.199798 = -17491427.169352
  nChanged 8
		SP:Iteration 283Q (1168.870000 sec): 3 clusters
  Score: Raw -17495301.438991 + Penalty 3874.199798 = -17491427.239193
  nChanged 6
		SP:Iteration 284Q (1169.220000 sec): 3 clusters
  Score: Raw -17495301.495773 + Penalty 3874.199798 = -17491427.295975
  nChanged 4
		SP:Iteration 285Q (1169.570000 sec): 3 clusters
  Score: Raw -17495301.514022 + Penalty 3874.199798 = -17491427.314223
  nChanged 5
		SP:Iteration 286Q (1169.930000 sec): 3 clusters
  Score: Raw -17495301.564300 + Penalty 3874.199798 = -17491427.364502
  nChanged 8
		SP:Iteration 287Q (1170.280000 sec): 3 clusters
  Score: Raw -17495301.698336 + Penalty 3874.199798 = -17491427.498538
  nChanged 11
		SP:Iteration 288Q (1170.630000 sec): 3 clusters
  Score: Raw -17495301.818588 + Penalty 3874.199798 = -17491427.618790
  nChanged 9
		SP:Iteration 289Q (1170.990000 sec): 3 clusters
  Score: Raw -17495301.899051 + Penalty 3874.199798 = -17491427.699253
  nChanged 6
		SP:Iteration 290Q (1171.340000 sec): 3 clusters
  Score: Raw -17495301.960178 + Penalty 3874.199798 = -17491427.760380
  nChanged 5
		SP:Iteration 291Q (1171.690000 sec): 3 clusters
  Score: Raw -17495302.013523 + Penalty 3874.199798 = -17491427.813725
  nChanged 7
		SP:Iteration 292Q (1172.050000 sec): 3 clusters
  Score: Raw -17495302.077096 + Penalty 3874.199798 = -17491427.877297
  nChanged 6
		SP:Iteration 293Q (1172.400000 sec): 3 clusters
  Score: Raw -17495302.121447 + Penalty 3874.199798 = -17491427.921649
  nChanged 1
		SP:Iteration 294Q (1172.760000 sec): 3 clusters
  Score: Raw -17495302.125055 + Penalty 3874.199798 = -17491427.925257
  nChanged 2
		SP:Iteration 295Q (1173.110000 sec): 3 clusters
  Score: Raw -17495302.134873 + Penalty 3874.199798 = -17491427.935075
  nChanged 1
		SP:Iteration 296Q (1173.460000 sec): 3 clusters
  Score: Raw -17495302.142701 + Penalty 3874.199798 = -17491427.942903
  nChanged 2
		SP:Iteration 297Q (1173.820000 sec): 3 clusters
  Score: Raw -17495302.157145 + Penalty 3874.199798 = -17491427.957346
  nChanged 3
		SP:Iteration 298Q (1174.180000 sec): 3 clusters
  Score: Raw -17495302.195513 + Penalty 3874.199798 = -17491427.995714
  nChanged 3
		SP:Iteration 299Q (1174.530000 sec): 3 clusters
  Score: Raw -17495302.222681 + Penalty 3874.199798 = -17491428.022882
  nChanged 4
		SP:Iteration 300F (1174.930000 sec): 3 clusters
  Score: Raw -17495302.255790 + Penalty 3874.199798 = -17491428.055991
  nChanged 4
		SP:Iteration 301Q (1175.280000 sec): 3 clusters
  Score: Raw -17495302.311212 + Penalty 3874.199798 = -17491428.111414
  nChanged 5
		SP:Iteration 302Q (1175.630000 sec): 3 clusters
  Score: Raw -17495302.357177 + Penalty 3874.199798 = -17491428.157379
  nChanged 7
		SP:Iteration 303Q (1175.980000 sec): 3 clusters
  Score: Raw -17495302.399336 + Penalty 3874.199798 = -17491428.199538
  nChanged 5
		SP:Iteration 304Q (1176.340000 sec): 3 clusters
  Score: Raw -17495302.423851 + Penalty 3874.199798 = -17491428.224052
  nChanged 0
		SP:Iteration 305F (1176.740000 sec): 3 clusters
  Score: Raw -17495302.423851 + Penalty 3874.199798 = -17491428.224052
  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 14.07 GB.

 Trying to split cluster 11 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1176.830000 sec): 2 clusters
  Score: Raw -86992.108711 + Penalty 1097.053989 = -85895.054722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1176.830000 sec): 3 clusters
  Score: Raw -86924.560667 + Penalty 2194.107977 = -84730.452689
  nChanged 272
		SP:Iteration 1F (1176.830000 sec): 3 clusters
  Score: Raw -87434.184993 + Penalty 2194.107977 = -85240.077016
  nChanged 102
		SP:Iteration 2F (1176.840000 sec): 3 clusters
  Score: Raw -87761.550925 + Penalty 2194.107977 = -85567.442948
  nChanged 71
		SP:Iteration 3F (1176.840000 sec): 3 clusters
  Score: Raw -88102.618695 + Penalty 2194.107977 = -85908.510717
  nChanged 55
		SP:Iteration 4F (1176.840000 sec): 3 clusters
  Score: Raw -88329.512997 + Penalty 2194.107977 = -86135.405020
  nChanged 39
		SP:Iteration 5Q (1176.840000 sec): 3 clusters
  Score: Raw -88420.352550 + Penalty 2194.107977 = -86226.244572
  nChanged 19
		SP:Iteration 6Q (1176.840000 sec): 3 clusters
  Score: Raw -88449.789516 + Penalty 2194.107977 = -86255.681538
  nChanged 6
		SP:Iteration 7Q (1176.840000 sec): 3 clusters
  Score: Raw -88457.096705 + Penalty 2194.107977 = -86262.988728
  nChanged 2
		SP:Iteration 8Q (1176.850000 sec): 3 clusters
  Score: Raw -88460.668134 + Penalty 2194.107977 = -86266.560157
  nChanged 1
		SP:Iteration 9Q (1176.850000 sec): 3 clusters
  Score: Raw -88461.949015 + Penalty 2194.107977 = -86267.841038
  nChanged 0
		SP:Iteration 10F (1176.850000 sec): 3 clusters
  Score: Raw -88461.949015 + Penalty 2194.107977 = -86267.841038
  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 14.07 GB.

 Trying to split cluster 12 (12023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1176.900000 sec): 2 clusters
  Score: Raw -1387408.572339 + Penalty 1526.618724 = -1385881.953615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1176.930000 sec): 3 clusters
  Score: Raw -1380428.690934 + Penalty 3053.237447 = -1377375.453486
  nChanged 5271
		SP:Iteration 1F (1176.960000 sec): 3 clusters
  Score: Raw -1383397.088515 + Penalty 3053.237447 = -1380343.851068
  nChanged 856
		SP:Iteration 2F (1176.990000 sec): 3 clusters
  Score: Raw -1383894.134470 + Penalty 3053.237447 = -1380840.897023
  nChanged 840
		SP:Iteration 3F (1177.020000 sec): 3 clusters
  Score: Raw -1384459.041678 + Penalty 3053.237447 = -1381405.804231
  nChanged 854
		SP:Iteration 4F (1177.050000 sec): 3 clusters
  Score: Raw -1385048.921245 + Penalty 3053.237447 = -1381995.683797
  nChanged 802
		SP:Iteration 5F (1177.080000 sec): 3 clusters
  Score: Raw -1385578.924873 + Penalty 3053.237447 = -1382525.687425
  nChanged 747
		SP:Iteration 6F (1177.110000 sec): 3 clusters
  Score: Raw -1386029.684439 + Penalty 3053.237447 = -1382976.446992
  nChanged 594
		SP:Iteration 7Q (1177.140000 sec): 3 clusters
  Score: Raw -1386340.311299 + Penalty 3053.237447 = -1383287.073851
  nChanged 455
		SP:Iteration 8Q (1177.180000 sec): 3 clusters
  Score: Raw -1386559.009764 + Penalty 3053.237447 = -1383505.772317
  nChanged 351
		SP:Iteration 9Q (1177.200000 sec): 3 clusters
  Score: Raw -1386706.963881 + Penalty 3053.237447 = -1383653.726434
  nChanged 275
		SP:Iteration 10Q (1177.240000 sec): 3 clusters
  Score: Raw -1386825.892965 + Penalty 3053.237447 = -1383772.655518
  nChanged 261
		SP:Iteration 11Q (1177.270000 sec): 3 clusters
  Score: Raw -1386944.211258 + Penalty 3053.237447 = -1383890.973811
  nChanged 233
		SP:Iteration 12Q (1177.300000 sec): 3 clusters
  Score: Raw -1387061.945942 + Penalty 3053.237447 = -1384008.708495
  nChanged 230
		SP:Iteration 13Q (1177.330000 sec): 3 clusters
  Score: Raw -1387196.787048 + Penalty 3053.237447 = -1384143.549601
  nChanged 232
		SP:Iteration 14Q (1177.360000 sec): 3 clusters
  Score: Raw -1387345.681040 + Penalty 3053.237447 = -1384292.443593
  nChanged 229
		SP:Iteration 15Q (1177.390000 sec): 3 clusters
  Score: Raw -1387499.164462 + Penalty 3053.237447 = -1384445.927015
  nChanged 230
		SP:Iteration 16Q (1177.420000 sec): 3 clusters
  Score: Raw -1387667.177295 + Penalty 3053.237447 = -1384613.939847
  nChanged 203
		SP:Iteration 17Q (1177.450000 sec): 3 clusters
  Score: Raw -1387824.695779 + Penalty 3053.237447 = -1384771.458332
  nChanged 181
		SP:Iteration 18Q (1177.480000 sec): 3 clusters
  Score: Raw -1387990.100275 + Penalty 3053.237447 = -1384936.862827
  nChanged 120
		SP:Iteration 19Q (1177.500000 sec): 3 clusters
  Score: Raw -1388094.715892 + Penalty 3053.237447 = -1385041.478445
  nChanged 92
		SP:Iteration 20F (1177.540000 sec): 3 clusters
  Score: Raw -1388175.456731 + Penalty 3053.237447 = -1385122.219284
  nChanged 75
		SP:Iteration 21Q (1177.560000 sec): 3 clusters
  Score: Raw -1388251.993912 + Penalty 3053.237447 = -1385198.756465
  nChanged 81
		SP:Iteration 22Q (1177.590000 sec): 3 clusters
  Score: Raw -1388292.797616 + Penalty 3053.237447 = -1385239.560169
  nChanged 56
		SP:Iteration 23Q (1177.620000 sec): 3 clusters
  Score: Raw -1388314.378105 + Penalty 3053.237447 = -1385261.140657
  nChanged 40
		SP:Iteration 24Q (1177.640000 sec): 3 clusters
  Score: Raw -1388328.216516 + Penalty 3053.237447 = -1385274.979069
  nChanged 32
		SP:Iteration 25Q (1177.670000 sec): 3 clusters
  Score: Raw -1388336.203332 + Penalty 3053.237447 = -1385282.965885
  nChanged 26
		SP:Iteration 26Q (1177.690000 sec): 3 clusters
  Score: Raw -1388341.272930 + Penalty 3053.237447 = -1385288.035482
  nChanged 15
		SP:Iteration 27Q (1177.720000 sec): 3 clusters
  Score: Raw -1388344.074075 + Penalty 3053.237447 = -1385290.836628
  nChanged 16
		SP:Iteration 28Q (1177.740000 sec): 3 clusters
  Score: Raw -1388346.666125 + Penalty 3053.237447 = -1385293.428677
  nChanged 15
		SP:Iteration 29Q (1177.770000 sec): 3 clusters
  Score: Raw -1388349.565300 + Penalty 3053.237447 = -1385296.327853
  nChanged 15
		SP:Iteration 30Q (1177.790000 sec): 3 clusters
  Score: Raw -1388352.039180 + Penalty 3053.237447 = -1385298.801733
  nChanged 11
		SP:Iteration 31Q (1177.820000 sec): 3 clusters
  Score: Raw -1388353.582900 + Penalty 3053.237447 = -1385300.345453
  nChanged 11
		SP:Iteration 32Q (1177.840000 sec): 3 clusters
  Score: Raw -1388355.593224 + Penalty 3053.237447 = -1385302.355776
  nChanged 10
		SP:Iteration 33Q (1177.870000 sec): 3 clusters
  Score: Raw -1388357.726471 + Penalty 3053.237447 = -1385304.489024
  nChanged 10
		SP:Iteration 34Q (1177.900000 sec): 3 clusters
  Score: Raw -1388359.167517 + Penalty 3053.237447 = -1385305.930069
  nChanged 8
		SP:Iteration 35Q (1177.920000 sec): 3 clusters
  Score: Raw -1388360.516832 + Penalty 3053.237447 = -1385307.279385
  nChanged 2
		SP:Iteration 36Q (1177.940000 sec): 3 clusters
  Score: Raw -1388360.748189 + Penalty 3053.237447 = -1385307.510741
  nChanged 3
		SP:Iteration 37Q (1177.970000 sec): 3 clusters
  Score: Raw -1388361.034785 + Penalty 3053.237447 = -1385307.797338
  nChanged 2
		SP:Iteration 38Q (1178.000000 sec): 3 clusters
  Score: Raw -1388361.369971 + Penalty 3053.237447 = -1385308.132524
  nChanged 4
		SP:Iteration 39Q (1178.020000 sec): 3 clusters
  Score: Raw -1388362.055176 + Penalty 3053.237447 = -1385308.817729
  nChanged 4
		SP:Iteration 40F (1178.050000 sec): 3 clusters
  Score: Raw -1388362.682138 + Penalty 3053.237447 = -1385309.444690
  nChanged 2
		SP:Iteration 41Q (1178.080000 sec): 3 clusters
  Score: Raw -1388362.930861 + Penalty 3053.237447 = -1385309.693414
  nChanged 3
		SP:Iteration 42Q (1178.100000 sec): 3 clusters
  Score: Raw -1388363.569996 + Penalty 3053.237447 = -1385310.332549
  nChanged 8
		SP:Iteration 43Q (1178.120000 sec): 3 clusters
  Score: Raw -1388364.732909 + Penalty 3053.237447 = -1385311.495462
  nChanged 6
		SP:Iteration 44Q (1178.150000 sec): 3 clusters
  Score: Raw -1388365.449577 + Penalty 3053.237447 = -1385312.212130
  nChanged 5
		SP:Iteration 45Q (1178.180000 sec): 3 clusters
  Score: Raw -1388366.217719 + Penalty 3053.237447 = -1385312.980272
  nChanged 5
		SP:Iteration 46Q (1178.200000 sec): 3 clusters
  Score: Raw -1388366.682272 + Penalty 3053.237447 = -1385313.444825
  nChanged 1
		SP:Iteration 47Q (1178.220000 sec): 3 clusters
  Score: Raw -1388366.726348 + Penalty 3053.237447 = -1385313.488901
  nChanged 2
		SP:Iteration 48Q (1178.250000 sec): 3 clusters
  Score: Raw -1388366.876458 + Penalty 3053.237447 = -1385313.639011
  nChanged 1
		SP:Iteration 49Q (1178.280000 sec): 3 clusters
  Score: Raw -1388366.947343 + Penalty 3053.237447 = -1385313.709896
  nChanged 0
		SP:Iteration 50F (1178.300000 sec): 3 clusters
  Score: Raw -1388366.947343 + Penalty 3053.237447 = -1385313.709896
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1178.330000 sec): 2 clusters
  Score: Raw -531666.737195 + Penalty 1383.555661 = -530283.181534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1178.340000 sec): 3 clusters
  Score: Raw -529184.219935 + Penalty 2767.111322 = -526417.108613
  nChanged 2018
		SP:Iteration 1F (1178.350000 sec): 3 clusters
  Score: Raw -530857.207071 + Penalty 2767.111322 = -528090.095749
  nChanged 522
		SP:Iteration 2F (1178.360000 sec): 3 clusters
  Score: Raw -531415.614353 + Penalty 2767.111322 = -528648.503031
  nChanged 407
		SP:Iteration 3F (1178.380000 sec): 3 clusters
  Score: Raw -531774.120044 + Penalty 2767.111322 = -529007.008723
  nChanged 277
		SP:Iteration 4F (1178.390000 sec): 3 clusters
  Score: Raw -531997.137717 + Penalty 2767.111322 = -529230.026395
  nChanged 199
		SP:Iteration 5Q (1178.400000 sec): 3 clusters
  Score: Raw -532220.298703 + Penalty 2767.111322 = -529453.187381
  nChanged 179
		SP:Iteration 6Q (1178.410000 sec): 3 clusters
  Score: Raw -532395.378205 + Penalty 2767.111322 = -529628.266884
  nChanged 135
		SP:Iteration 7Q (1178.420000 sec): 3 clusters
  Score: Raw -532468.848925 + Penalty 2767.111322 = -529701.737603
  nChanged 77
		SP:Iteration 8Q (1178.440000 sec): 3 clusters
  Score: Raw -532504.908712 + Penalty 2767.111322 = -529737.797390
  nChanged 65
		SP:Iteration 9Q (1178.450000 sec): 3 clusters
  Score: Raw -532531.323572 + Penalty 2767.111322 = -529764.212250
  nChanged 47
		SP:Iteration 10Q (1178.460000 sec): 3 clusters
  Score: Raw -532551.121237 + Penalty 2767.111322 = -529784.009915
  nChanged 53
		SP:Iteration 11Q (1178.470000 sec): 3 clusters
  Score: Raw -532569.008541 + Penalty 2767.111322 = -529801.897220
  nChanged 32
		SP:Iteration 12Q (1178.480000 sec): 3 clusters
  Score: Raw -532577.861608 + Penalty 2767.111322 = -529810.750286
  nChanged 31
		SP:Iteration 13Q (1178.500000 sec): 3 clusters
  Score: Raw -532585.205020 + Penalty 2767.111322 = -529818.093698
  nChanged 17
		SP:Iteration 14Q (1178.510000 sec): 3 clusters
  Score: Raw -532589.454514 + Penalty 2767.111322 = -529822.343192
  nChanged 16
		SP:Iteration 15Q (1178.520000 sec): 3 clusters
  Score: Raw -532593.202460 + Penalty 2767.111322 = -529826.091138
  nChanged 11
		SP:Iteration 16Q (1178.530000 sec): 3 clusters
  Score: Raw -532596.210356 + Penalty 2767.111322 = -529829.099034
  nChanged 10
		SP:Iteration 17Q (1178.540000 sec): 3 clusters
  Score: Raw -532598.214742 + Penalty 2767.111322 = -529831.103421
  nChanged 7
		SP:Iteration 18Q (1178.560000 sec): 3 clusters
  Score: Raw -532599.488623 + Penalty 2767.111322 = -529832.377301
  nChanged 4
		SP:Iteration 19Q (1178.570000 sec): 3 clusters
  Score: Raw -532601.216563 + Penalty 2767.111322 = -529834.105242
  nChanged 8
		SP:Iteration 20F (1178.580000 sec): 3 clusters
  Score: Raw -532603.083374 + Penalty 2767.111322 = -529835.972053
  nChanged 14
		SP:Iteration 21Q (1178.590000 sec): 3 clusters
  Score: Raw -532606.584578 + Penalty 2767.111322 = -529839.473257
  nChanged 10
		SP:Iteration 22Q (1178.600000 sec): 3 clusters
  Score: Raw -532609.645081 + Penalty 2767.111322 = -529842.533759
  nChanged 17
		SP:Iteration 23Q (1178.620000 sec): 3 clusters
  Score: Raw -532614.865932 + Penalty 2767.111322 = -529847.754610
  nChanged 17
		SP:Iteration 24Q (1178.630000 sec): 3 clusters
  Score: Raw -532619.461180 + Penalty 2767.111322 = -529852.349858
  nChanged 11
		SP:Iteration 25Q (1178.640000 sec): 3 clusters
  Score: Raw -532623.287394 + Penalty 2767.111322 = -529856.176073
  nChanged 16
		SP:Iteration 26Q (1178.650000 sec): 3 clusters
  Score: Raw -532627.335765 + Penalty 2767.111322 = -529860.224443
  nChanged 12
		SP:Iteration 27Q (1178.660000 sec): 3 clusters
  Score: Raw -532630.282855 + Penalty 2767.111322 = -529863.171533
  nChanged 6
		SP:Iteration 28Q (1178.680000 sec): 3 clusters
  Score: Raw -532632.033291 + Penalty 2767.111322 = -529864.921970
  nChanged 6
		SP:Iteration 29Q (1178.690000 sec): 3 clusters
  Score: Raw -532633.367245 + Penalty 2767.111322 = -529866.255923
  nChanged 7
		SP:Iteration 30Q (1178.700000 sec): 3 clusters
  Score: Raw -532634.491078 + Penalty 2767.111322 = -529867.379756
  nChanged 5
		SP:Iteration 31Q (1178.710000 sec): 3 clusters
  Score: Raw -532635.601696 + Penalty 2767.111322 = -529868.490374
  nChanged 3
		SP:Iteration 32Q (1178.720000 sec): 3 clusters
  Score: Raw -532636.612854 + Penalty 2767.111322 = -529869.501532
  nChanged 1
		SP:Iteration 33Q (1178.740000 sec): 3 clusters
  Score: Raw -532636.717164 + Penalty 2767.111322 = -529869.605843
  nChanged 3
		SP:Iteration 34Q (1178.750000 sec): 3 clusters
  Score: Raw -532637.121318 + Penalty 2767.111322 = -529870.009996
  nChanged 2
		SP:Iteration 35Q (1178.760000 sec): 3 clusters
  Score: Raw -532637.325770 + Penalty 2767.111322 = -529870.214448
  nChanged 0
		SP:Iteration 36F (1178.780000 sec): 3 clusters
  Score: Raw -532637.325770 + Penalty 2767.111322 = -529870.214448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1178.830000 sec): 2 clusters
  Score: Raw -2028910.320928 + Penalty 1590.890416 = -2027319.430512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1178.880000 sec): 3 clusters
  Score: Raw -2018204.263818 + Penalty 3181.780831 = -2015022.482987
  nChanged 8078
		SP:Iteration 1F (1178.930000 sec): 3 clusters
  Score: Raw -2022825.736913 + Penalty 3181.780831 = -2019643.956082
  nChanged 1008
		SP:Iteration 2F (1178.980000 sec): 3 clusters
  Score: Raw -2023377.460125 + Penalty 3181.780831 = -2020195.679294
  nChanged 1088
		SP:Iteration 3F (1179.020000 sec): 3 clusters
  Score: Raw -2024082.732050 + Penalty 3181.780831 = -2020900.951219
  nChanged 1165
		SP:Iteration 4F (1179.070000 sec): 3 clusters
  Score: Raw -2024812.957786 + Penalty 3181.780831 = -2021631.176955
  nChanged 1139
		SP:Iteration 5F (1179.120000 sec): 3 clusters
  Score: Raw -2025553.522722 + Penalty 3181.780831 = -2022371.741891
  nChanged 1124
		SP:Iteration 6F (1179.160000 sec): 3 clusters
  Score: Raw -2026337.103286 + Penalty 3181.780831 = -2023155.322455
  nChanged 1029
		SP:Iteration 7F (1179.210000 sec): 3 clusters
  Score: Raw -2027079.842644 + Penalty 3181.780831 = -2023898.061813
  nChanged 969
		SP:Iteration 8F (1179.260000 sec): 3 clusters
  Score: Raw -2027723.735174 + Penalty 3181.780831 = -2024541.954343
  nChanged 858
		SP:Iteration 9Q (1179.300000 sec): 3 clusters
  Score: Raw -2028243.877938 + Penalty 3181.780831 = -2025062.097107
  nChanged 702
		SP:Iteration 10Q (1179.350000 sec): 3 clusters
  Score: Raw -2028641.562249 + Penalty 3181.780831 = -2025459.781418
  nChanged 608
		SP:Iteration 11Q (1179.400000 sec): 3 clusters
  Score: Raw -2028965.848349 + Penalty 3181.780831 = -2025784.067517
  nChanged 488
		SP:Iteration 12Q (1179.440000 sec): 3 clusters
  Score: Raw -2029209.407586 + Penalty 3181.780831 = -2026027.626755
  nChanged 405
		SP:Iteration 13Q (1179.490000 sec): 3 clusters
  Score: Raw -2029412.867061 + Penalty 3181.780831 = -2026231.086229
  nChanged 365
		SP:Iteration 14Q (1179.540000 sec): 3 clusters
  Score: Raw -2029579.557014 + Penalty 3181.780831 = -2026397.776183
  nChanged 279
		SP:Iteration 15Q (1179.580000 sec): 3 clusters
  Score: Raw -2029693.796974 + Penalty 3181.780831 = -2026512.016143
  nChanged 224
		SP:Iteration 16Q (1179.630000 sec): 3 clusters
  Score: Raw -2029785.153430 + Penalty 3181.780831 = -2026603.372599
  nChanged 163
		SP:Iteration 17Q (1179.680000 sec): 3 clusters
  Score: Raw -2029846.702384 + Penalty 3181.780831 = -2026664.921553
  nChanged 117
		SP:Iteration 18Q (1179.720000 sec): 3 clusters
  Score: Raw -2029883.259303 + Penalty 3181.780831 = -2026701.478472
  nChanged 100
		SP:Iteration 19Q (1179.770000 sec): 3 clusters
  Score: Raw -2029912.629344 + Penalty 3181.780831 = -2026730.848512
  nChanged 74
		SP:Iteration 20F (1179.820000 sec): 3 clusters
  Score: Raw -2029930.887138 + Penalty 3181.780831 = -2026749.106306
  nChanged 60
		SP:Iteration 21Q (1179.860000 sec): 3 clusters
  Score: Raw -2029946.700996 + Penalty 3181.780831 = -2026764.920165
  nChanged 51
		SP:Iteration 22Q (1179.910000 sec): 3 clusters
  Score: Raw -2029958.789507 + Penalty 3181.780831 = -2026777.008676
  nChanged 49
		SP:Iteration 23Q (1179.950000 sec): 3 clusters
  Score: Raw -2029971.725044 + Penalty 3181.780831 = -2026789.944213
  nChanged 55
		SP:Iteration 24Q (1180.000000 sec): 3 clusters
  Score: Raw -2029985.655812 + Penalty 3181.780831 = -2026803.874981
  nChanged 43
		SP:Iteration 25Q (1180.040000 sec): 3 clusters
  Score: Raw -2029998.704636 + Penalty 3181.780831 = -2026816.923805
  nChanged 42
		SP:Iteration 26Q (1180.090000 sec): 3 clusters
  Score: Raw -2030011.777908 + Penalty 3181.780831 = -2026829.997077
  nChanged 39
		SP:Iteration 27Q (1180.140000 sec): 3 clusters
  Score: Raw -2030026.856468 + Penalty 3181.780831 = -2026845.075637
  nChanged 43
		SP:Iteration 28Q (1180.180000 sec): 3 clusters
  Score: Raw -2030047.004910 + Penalty 3181.780831 = -2026865.224079
  nChanged 51
		SP:Iteration 29Q (1180.230000 sec): 3 clusters
  Score: Raw -2030069.416268 + Penalty 3181.780831 = -2026887.635437
  nChanged 48
		SP:Iteration 30Q (1180.270000 sec): 3 clusters
  Score: Raw -2030087.242059 + Penalty 3181.780831 = -2026905.461228
  nChanged 38
		SP:Iteration 31Q (1180.320000 sec): 3 clusters
  Score: Raw -2030098.702317 + Penalty 3181.780831 = -2026916.921486
  nChanged 25
		SP:Iteration 32Q (1180.360000 sec): 3 clusters
  Score: Raw -2030104.903520 + Penalty 3181.780831 = -2026923.122688
  nChanged 19
		SP:Iteration 33Q (1180.410000 sec): 3 clusters
  Score: Raw -2030109.148957 + Penalty 3181.780831 = -2026927.368126
  nChanged 15
		SP:Iteration 34Q (1180.460000 sec): 3 clusters
  Score: Raw -2030111.601914 + Penalty 3181.780831 = -2026929.821083
  nChanged 4
		SP:Iteration 35Q (1180.500000 sec): 3 clusters
  Score: Raw -2030112.199704 + Penalty 3181.780831 = -2026930.418872
  nChanged 4
		SP:Iteration 36Q (1180.540000 sec): 3 clusters
  Score: Raw -2030112.886486 + Penalty 3181.780831 = -2026931.105655
  nChanged 6
		SP:Iteration 37Q (1180.590000 sec): 3 clusters
  Score: Raw -2030113.983646 + Penalty 3181.780831 = -2026932.202815
  nChanged 7
		SP:Iteration 38Q (1180.630000 sec): 3 clusters
  Score: Raw -2030115.247236 + Penalty 3181.780831 = -2026933.466405
  nChanged 2
		SP:Iteration 39Q (1180.680000 sec): 3 clusters
  Score: Raw -2030115.635920 + Penalty 3181.780831 = -2026933.855088
  nChanged 0
		SP:Iteration 40F (1180.730000 sec): 3 clusters
  Score: Raw -2030115.635920 + Penalty 3181.780831 = -2026933.855088
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (60141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1180.920000 sec): 2 clusters
  Score: Raw -7001485.102291 + Penalty 1788.222651 = -6999696.879640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1181.080000 sec): 3 clusters
  Score: Raw -6963172.223531 + Penalty 3576.445302 = -6959595.778229
  nChanged 28403
		SP:Iteration 1F (1181.250000 sec): 3 clusters
  Score: Raw -6980160.349540 + Penalty 3576.445302 = -6976583.904237
  nChanged 3209
		SP:Iteration 2F (1181.410000 sec): 3 clusters
  Score: Raw -6981450.493007 + Penalty 3576.445302 = -6977874.047705
  nChanged 3482
		SP:Iteration 3F (1181.570000 sec): 3 clusters
  Score: Raw -6983111.013129 + Penalty 3576.445302 = -6979534.567827
  nChanged 3835
		SP:Iteration 4F (1181.730000 sec): 3 clusters
  Score: Raw -6985226.864598 + Penalty 3576.445302 = -6981650.419296
  nChanged 4095
		SP:Iteration 5F (1181.890000 sec): 3 clusters
  Score: Raw -6987745.928379 + Penalty 3576.445302 = -6984169.483077
  nChanged 3994
		SP:Iteration 6F (1182.050000 sec): 3 clusters
  Score: Raw -6990402.355712 + Penalty 3576.445302 = -6986825.910409
  nChanged 3660
		SP:Iteration 7F (1182.210000 sec): 3 clusters
  Score: Raw -6992980.289744 + Penalty 3576.445302 = -6989403.844441
  nChanged 3057
		SP:Iteration 8F (1182.370000 sec): 3 clusters
  Score: Raw -6995177.179875 + Penalty 3576.445302 = -6991600.734573
  nChanged 2440
		SP:Iteration 9Q (1182.530000 sec): 3 clusters
  Score: Raw -6996865.213189 + Penalty 3576.445302 = -6993288.767887
  nChanged 1875
		SP:Iteration 10Q (1182.700000 sec): 3 clusters
  Score: Raw -6998207.451411 + Penalty 3576.445302 = -6994631.006109
  nChanged 1450
		SP:Iteration 11Q (1182.850000 sec): 3 clusters
  Score: Raw -6999316.994310 + Penalty 3576.445302 = -6995740.549007
  nChanged 1070
		SP:Iteration 12Q (1183.000000 sec): 3 clusters
  Score: Raw -7000174.369909 + Penalty 3576.445302 = -6996597.924606
  nChanged 750
		SP:Iteration 13Q (1183.150000 sec): 3 clusters
  Score: Raw -7000767.224044 + Penalty 3576.445302 = -6997190.778742
  nChanged 540
		SP:Iteration 14Q (1183.290000 sec): 3 clusters
  Score: Raw -7001189.421747 + Penalty 3576.445302 = -6997612.976445
  nChanged 426
		SP:Iteration 15Q (1183.420000 sec): 3 clusters
  Score: Raw -7001509.182889 + Penalty 3576.445302 = -6997932.737587
  nChanged 372
		SP:Iteration 16Q (1183.540000 sec): 3 clusters
  Score: Raw -7001791.161753 + Penalty 3576.445302 = -6998214.716451
  nChanged 303
		SP:Iteration 17Q (1183.670000 sec): 3 clusters
  Score: Raw -7001946.614470 + Penalty 3576.445302 = -6998370.169167
  nChanged 218
		SP:Iteration 18Q (1183.790000 sec): 3 clusters
  Score: Raw -7002023.115548 + Penalty 3576.445302 = -6998446.670245
  nChanged 154
		SP:Iteration 19Q (1183.910000 sec): 3 clusters
  Score: Raw -7002070.785660 + Penalty 3576.445302 = -6998494.340358
  nChanged 113
		SP:Iteration 20F (1184.070000 sec): 3 clusters
  Score: Raw -7002110.069823 + Penalty 3576.445302 = -6998533.624521
  nChanged 105
		SP:Iteration 21Q (1184.190000 sec): 3 clusters
  Score: Raw -7002149.807638 + Penalty 3576.445302 = -6998573.362336
  nChanged 92
		SP:Iteration 22Q (1184.310000 sec): 3 clusters
  Score: Raw -7002178.857469 + Penalty 3576.445302 = -6998602.412166
  nChanged 66
		SP:Iteration 23Q (1184.430000 sec): 3 clusters
  Score: Raw -7002200.861820 + Penalty 3576.445302 = -6998624.416518
  nChanged 63
		SP:Iteration 24Q (1184.550000 sec): 3 clusters
  Score: Raw -7002219.917263 + Penalty 3576.445302 = -6998643.471960
  nChanged 48
		SP:Iteration 25Q (1184.670000 sec): 3 clusters
  Score: Raw -7002232.188260 + Penalty 3576.445302 = -6998655.742957
  nChanged 44
		SP:Iteration 26Q (1184.780000 sec): 3 clusters
  Score: Raw -7002243.656521 + Penalty 3576.445302 = -6998667.211218
  nChanged 39
		SP:Iteration 27Q (1184.900000 sec): 3 clusters
  Score: Raw -7002251.320061 + Penalty 3576.445302 = -6998674.874759
  nChanged 33
		SP:Iteration 28Q (1185.020000 sec): 3 clusters
  Score: Raw -7002258.334085 + Penalty 3576.445302 = -6998681.888783
  nChanged 30
		SP:Iteration 29Q (1185.140000 sec): 3 clusters
  Score: Raw -7002264.294056 + Penalty 3576.445302 = -6998687.848754
  nChanged 26
		SP:Iteration 30Q (1185.260000 sec): 3 clusters
  Score: Raw -7002269.008159 + Penalty 3576.445302 = -6998692.562856
  nChanged 23
		SP:Iteration 31Q (1185.380000 sec): 3 clusters
  Score: Raw -7002273.760628 + Penalty 3576.445302 = -6998697.315325
  nChanged 23
		SP:Iteration 32Q (1185.500000 sec): 3 clusters
  Score: Raw -7002278.483291 + Penalty 3576.445302 = -6998702.037988
  nChanged 16
		SP:Iteration 33Q (1185.620000 sec): 3 clusters
  Score: Raw -7002281.653582 + Penalty 3576.445302 = -6998705.208280
  nChanged 21
		SP:Iteration 34Q (1185.730000 sec): 3 clusters
  Score: Raw -7002285.001084 + Penalty 3576.445302 = -6998708.555782
  nChanged 16
		SP:Iteration 35Q (1185.850000 sec): 3 clusters
  Score: Raw -7002288.126860 + Penalty 3576.445302 = -6998711.681557
  nChanged 12
		SP:Iteration 36Q (1185.970000 sec): 3 clusters
  Score: Raw -7002291.239176 + Penalty 3576.445302 = -6998714.793874
  nChanged 12
		SP:Iteration 37Q (1186.090000 sec): 3 clusters
  Score: Raw -7002292.615985 + Penalty 3576.445302 = -6998716.170683
  nChanged 9
		SP:Iteration 38Q (1186.210000 sec): 3 clusters
  Score: Raw -7002294.348938 + Penalty 3576.445302 = -6998717.903636
  nChanged 10
		SP:Iteration 39Q (1186.330000 sec): 3 clusters
  Score: Raw -7002296.135980 + Penalty 3576.445302 = -6998719.690678
  nChanged 8
		SP:Iteration 40F (1186.490000 sec): 3 clusters
  Score: Raw -7002297.910425 + Penalty 3576.445302 = -6998721.465123
  nChanged 8
		SP:Iteration 41Q (1186.610000 sec): 3 clusters
  Score: Raw -7002298.834585 + Penalty 3576.445302 = -6998722.389282
  nChanged 6
		SP:Iteration 42Q (1186.730000 sec): 3 clusters
  Score: Raw -7002299.771191 + Penalty 3576.445302 = -6998723.325889
  nChanged 4
		SP:Iteration 43Q (1186.850000 sec): 3 clusters
  Score: Raw -7002300.122588 + Penalty 3576.445302 = -6998723.677286
  nChanged 1
		SP:Iteration 44Q (1186.960000 sec): 3 clusters
  Score: Raw -7002300.157939 + Penalty 3576.445302 = -6998723.712636
  nChanged 0
		SP:Iteration 45F (1187.120000 sec): 3 clusters
  Score: Raw -7002300.157939 + Penalty 3576.445302 = -6998723.712636
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (43020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1187.260000 sec): 2 clusters
  Score: Raw -4622135.965668 + Penalty 1733.780815 = -4620402.184853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1187.380000 sec): 3 clusters
  Score: Raw -4595086.330627 + Penalty 3467.561631 = -4591618.768996
  nChanged 20119
		SP:Iteration 1F (1187.490000 sec): 3 clusters
  Score: Raw -4608062.124607 + Penalty 3467.561631 = -4604594.562976
  nChanged 3274
		SP:Iteration 2F (1187.610000 sec): 3 clusters
  Score: Raw -4610732.137655 + Penalty 3467.561631 = -4607264.576025
  nChanged 3880
		SP:Iteration 3F (1187.720000 sec): 3 clusters
  Score: Raw -4614635.368380 + Penalty 3467.561631 = -4611167.806749
  nChanged 3923
		SP:Iteration 4F (1187.840000 sec): 3 clusters
  Score: Raw -4618596.178370 + Penalty 3467.561631 = -4615128.616739
  nChanged 3420
		SP:Iteration 5F (1187.960000 sec): 3 clusters
  Score: Raw -4621559.295613 + Penalty 3467.561631 = -4618091.733982
  nChanged 2594
		SP:Iteration 6F (1188.070000 sec): 3 clusters
  Score: Raw -4623352.371366 + Penalty 3467.561631 = -4619884.809735
  nChanged 1924
		SP:Iteration 7Q (1188.190000 sec): 3 clusters
  Score: Raw -4624653.718212 + Penalty 3467.561631 = -4621186.156581
  nChanged 1506
		SP:Iteration 8Q (1188.300000 sec): 3 clusters
  Score: Raw -4625611.593100 + Penalty 3467.561631 = -4622144.031469
  nChanged 1150
		SP:Iteration 9Q (1188.410000 sec): 3 clusters
  Score: Raw -4626256.625987 + Penalty 3467.561631 = -4622789.064356
  nChanged 916
		SP:Iteration 10Q (1188.520000 sec): 3 clusters
  Score: Raw -4626706.531583 + Penalty 3467.561631 = -4623238.969953
  nChanged 725
		SP:Iteration 11Q (1188.630000 sec): 3 clusters
  Score: Raw -4627032.510277 + Penalty 3467.561631 = -4623564.948646
  nChanged 649
		SP:Iteration 12Q (1188.740000 sec): 3 clusters
  Score: Raw -4627324.325919 + Penalty 3467.561631 = -4623856.764288
  nChanged 557
		SP:Iteration 13Q (1188.850000 sec): 3 clusters
  Score: Raw -4627583.495839 + Penalty 3467.561631 = -4624115.934208
  nChanged 537
		SP:Iteration 14Q (1188.960000 sec): 3 clusters
  Score: Raw -4627836.530702 + Penalty 3467.561631 = -4624368.969071
  nChanged 500
		SP:Iteration 15Q (1189.060000 sec): 3 clusters
  Score: Raw -4628054.414036 + Penalty 3467.561631 = -4624586.852405
  nChanged 430
		SP:Iteration 16Q (1189.170000 sec): 3 clusters
  Score: Raw -4628209.024160 + Penalty 3467.561631 = -4624741.462529
  nChanged 336
		SP:Iteration 17Q (1189.280000 sec): 3 clusters
  Score: Raw -4628300.637542 + Penalty 3467.561631 = -4624833.075912
  nChanged 269
		SP:Iteration 18Q (1189.380000 sec): 3 clusters
  Score: Raw -4628351.784483 + Penalty 3467.561631 = -4624884.222852
  nChanged 188
		SP:Iteration 19Q (1189.490000 sec): 3 clusters
  Score: Raw -4628381.062139 + Penalty 3467.561631 = -4624913.500508
  nChanged 161
		SP:Iteration 20F (1189.600000 sec): 3 clusters
  Score: Raw -4628401.287205 + Penalty 3467.561631 = -4624933.725575
  nChanged 111
		SP:Iteration 21Q (1189.710000 sec): 3 clusters
  Score: Raw -4628412.357822 + Penalty 3467.561631 = -4624944.796191
  nChanged 85
		SP:Iteration 22Q (1189.820000 sec): 3 clusters
  Score: Raw -4628420.013165 + Penalty 3467.561631 = -4624952.451534
  nChanged 74
		SP:Iteration 23Q (1189.920000 sec): 3 clusters
  Score: Raw -4628426.352419 + Penalty 3467.561631 = -4624958.790788
  nChanged 56
		SP:Iteration 24Q (1190.030000 sec): 3 clusters
  Score: Raw -4628429.918729 + Penalty 3467.561631 = -4624962.357098
  nChanged 38
		SP:Iteration 25Q (1190.140000 sec): 3 clusters
  Score: Raw -4628431.874581 + Penalty 3467.561631 = -4624964.312950
  nChanged 25
		SP:Iteration 26Q (1190.240000 sec): 3 clusters
  Score: Raw -4628433.145547 + Penalty 3467.561631 = -4624965.583916
  nChanged 15
		SP:Iteration 27Q (1190.350000 sec): 3 clusters
  Score: Raw -4628433.779307 + Penalty 3467.561631 = -4624966.217676
  nChanged 10
		SP:Iteration 28Q (1190.450000 sec): 3 clusters
  Score: Raw -4628434.036945 + Penalty 3467.561631 = -4624966.475314
  nChanged 8
		SP:Iteration 29Q (1190.560000 sec): 3 clusters
  Score: Raw -4628434.219467 + Penalty 3467.561631 = -4624966.657836
  nChanged 4
		SP:Iteration 30Q (1190.670000 sec): 3 clusters
  Score: Raw -4628434.332481 + Penalty 3467.561631 = -4624966.770850
  nChanged 4
		SP:Iteration 31Q (1190.770000 sec): 3 clusters
  Score: Raw -4628434.550469 + Penalty 3467.561631 = -4624966.988838
  nChanged 9
		SP:Iteration 32Q (1190.880000 sec): 3 clusters
  Score: Raw -4628435.057933 + Penalty 3467.561631 = -4624967.496302
  nChanged 12
		SP:Iteration 33Q (1190.980000 sec): 3 clusters
  Score: Raw -4628435.612894 + Penalty 3467.561631 = -4624968.051263
  nChanged 11
		SP:Iteration 34Q (1191.090000 sec): 3 clusters
  Score: Raw -4628435.922155 + Penalty 3467.561631 = -4624968.360524
  nChanged 3
		SP:Iteration 35Q (1191.190000 sec): 3 clusters
  Score: Raw -4628436.027526 + Penalty 3467.561631 = -4624968.465895
  nChanged 2
		SP:Iteration 36Q (1191.300000 sec): 3 clusters
  Score: Raw -4628436.071183 + Penalty 3467.561631 = -4624968.509552
  nChanged 4
		SP:Iteration 37Q (1191.400000 sec): 3 clusters
  Score: Raw -4628436.196904 + Penalty 3467.561631 = -4624968.635273
  nChanged 1
		SP:Iteration 38Q (1191.500000 sec): 3 clusters
  Score: Raw -4628436.205120 + Penalty 3467.561631 = -4624968.643490
  nChanged 1
		SP:Iteration 39Q (1191.600000 sec): 3 clusters
  Score: Raw -4628436.234533 + Penalty 3467.561631 = -4624968.672902
  nChanged 0
		SP:Iteration 40F (1191.710000 sec): 3 clusters
  Score: Raw -4628436.234533 + Penalty 3467.561631 = -4624968.672902
  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 14.07 GB.

 Trying to split cluster 17 (8628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1191.770000 sec): 2 clusters
  Score: Raw -870033.020181 + Penalty 1472.699801 = -868560.320380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1191.790000 sec): 3 clusters
  Score: Raw -865422.501531 + Penalty 2945.399602 = -862477.101928
  nChanged 3730
		SP:Iteration 1F (1191.810000 sec): 3 clusters
  Score: Raw -870075.826314 + Penalty 2945.399602 = -867130.426712
  nChanged 1153
		SP:Iteration 2F (1191.830000 sec): 3 clusters
  Score: Raw -871714.604200 + Penalty 2945.399602 = -868769.204597
  nChanged 934
		SP:Iteration 3F (1191.850000 sec): 3 clusters
  Score: Raw -873072.609497 + Penalty 2945.399602 = -870127.209894
  nChanged 683
		SP:Iteration 4F (1191.870000 sec): 3 clusters
  Score: Raw -873995.078779 + Penalty 2945.399602 = -871049.679177
  nChanged 556
		SP:Iteration 5F (1191.890000 sec): 3 clusters
  Score: Raw -874566.765816 + Penalty 2945.399602 = -871621.366214
  nChanged 386
		SP:Iteration 6Q (1191.910000 sec): 3 clusters
  Score: Raw -874979.559011 + Penalty 2945.399602 = -872034.159408
  nChanged 238
		SP:Iteration 7Q (1191.930000 sec): 3 clusters
  Score: Raw -875172.486151 + Penalty 2945.399602 = -872227.086549
  nChanged 138
		SP:Iteration 8Q (1191.950000 sec): 3 clusters
  Score: Raw -875257.059593 + Penalty 2945.399602 = -872311.659991
  nChanged 100
		SP:Iteration 9Q (1191.960000 sec): 3 clusters
  Score: Raw -875314.459024 + Penalty 2945.399602 = -872369.059421
  nChanged 94
		SP:Iteration 10Q (1191.980000 sec): 3 clusters
  Score: Raw -875364.896090 + Penalty 2945.399602 = -872419.496488
  nChanged 85
		SP:Iteration 11Q (1192.000000 sec): 3 clusters
  Score: Raw -875409.670750 + Penalty 2945.399602 = -872464.271147
  nChanged 62
		SP:Iteration 12Q (1192.020000 sec): 3 clusters
  Score: Raw -875436.211764 + Penalty 2945.399602 = -872490.812162
  nChanged 50
		SP:Iteration 13Q (1192.040000 sec): 3 clusters
  Score: Raw -875460.131932 + Penalty 2945.399602 = -872514.732329
  nChanged 63
		SP:Iteration 14Q (1192.060000 sec): 3 clusters
  Score: Raw -875495.701075 + Penalty 2945.399602 = -872550.301473
  nChanged 65
		SP:Iteration 15Q (1192.080000 sec): 3 clusters
  Score: Raw -875533.742822 + Penalty 2945.399602 = -872588.343220
  nChanged 48
		SP:Iteration 16Q (1192.100000 sec): 3 clusters
  Score: Raw -875564.058241 + Penalty 2945.399602 = -872618.658638
  nChanged 47
		SP:Iteration 17Q (1192.110000 sec): 3 clusters
  Score: Raw -875593.645419 + Penalty 2945.399602 = -872648.245816
  nChanged 46
		SP:Iteration 18Q (1192.130000 sec): 3 clusters
  Score: Raw -875624.591555 + Penalty 2945.399602 = -872679.191952
  nChanged 52
		SP:Iteration 19Q (1192.150000 sec): 3 clusters
  Score: Raw -875658.884637 + Penalty 2945.399602 = -872713.485034
  nChanged 47
		SP:Iteration 20F (1192.170000 sec): 3 clusters
  Score: Raw -875687.596303 + Penalty 2945.399602 = -872742.196700
  nChanged 40
		SP:Iteration 21Q (1192.190000 sec): 3 clusters
  Score: Raw -875719.192072 + Penalty 2945.399602 = -872773.792469
  nChanged 52
		SP:Iteration 22Q (1192.210000 sec): 3 clusters
  Score: Raw -875767.569154 + Penalty 2945.399602 = -872822.169552
  nChanged 59
		SP:Iteration 23Q (1192.220000 sec): 3 clusters
  Score: Raw -875833.786256 + Penalty 2945.399602 = -872888.386653
  nChanged 53
		SP:Iteration 24Q (1192.240000 sec): 3 clusters
  Score: Raw -875924.836341 + Penalty 2945.399602 = -872979.436738
  nChanged 38
		SP:Iteration 25Q (1192.260000 sec): 3 clusters
  Score: Raw -876005.498952 + Penalty 2945.399602 = -873060.099350
  nChanged 42
		SP:Iteration 26Q (1192.280000 sec): 3 clusters
  Score: Raw -876066.471654 + Penalty 2945.399602 = -873121.072052
  nChanged 29
		SP:Iteration 27Q (1192.290000 sec): 3 clusters
  Score: Raw -876087.957208 + Penalty 2945.399602 = -873142.557605
  nChanged 17
		SP:Iteration 28Q (1192.310000 sec): 3 clusters
  Score: Raw -876102.745421 + Penalty 2945.399602 = -873157.345819
  nChanged 18
		SP:Iteration 29Q (1192.330000 sec): 3 clusters
  Score: Raw -876117.847959 + Penalty 2945.399602 = -873172.448357
  nChanged 14
		SP:Iteration 30Q (1192.340000 sec): 3 clusters
  Score: Raw -876128.262991 + Penalty 2945.399602 = -873182.863389
  nChanged 7
		SP:Iteration 31Q (1192.360000 sec): 3 clusters
  Score: Raw -876134.972162 + Penalty 2945.399602 = -873189.572559
  nChanged 9
		SP:Iteration 32Q (1192.370000 sec): 3 clusters
  Score: Raw -876142.195000 + Penalty 2945.399602 = -873196.795398
  nChanged 10
		SP:Iteration 33Q (1192.390000 sec): 3 clusters
  Score: Raw -876157.189424 + Penalty 2945.399602 = -873211.789822
  nChanged 14
		SP:Iteration 34Q (1192.400000 sec): 3 clusters
  Score: Raw -876176.651436 + Penalty 2945.399602 = -873231.251834
  nChanged 17
		SP:Iteration 35Q (1192.420000 sec): 3 clusters
  Score: Raw -876196.230929 + Penalty 2945.399602 = -873250.831327
  nChanged 9
		SP:Iteration 36Q (1192.430000 sec): 3 clusters
  Score: Raw -876203.520990 + Penalty 2945.399602 = -873258.121387
  nChanged 9
		SP:Iteration 37Q (1192.450000 sec): 3 clusters
  Score: Raw -876208.875816 + Penalty 2945.399602 = -873263.476213
  nChanged 4
		SP:Iteration 38Q (1192.460000 sec): 3 clusters
  Score: Raw -876211.287899 + Penalty 2945.399602 = -873265.888297
  nChanged 2
		SP:Iteration 39Q (1192.480000 sec): 3 clusters
  Score: Raw -876212.901168 + Penalty 2945.399602 = -873267.501566
  nChanged 0
		SP:Iteration 40F (1192.500000 sec): 3 clusters
  Score: Raw -876212.901168 + Penalty 2945.399602 = -873267.501566
  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 14.07 GB.

 Trying to split cluster 18 (22986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1192.580000 sec): 2 clusters
  Score: Raw -2603035.938457 + Penalty 1631.929100 = -2601404.009357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1192.640000 sec): 3 clusters
  Score: Raw -2589009.199037 + Penalty 3263.858200 = -2585745.340838
  nChanged 10473
		SP:Iteration 1F (1192.700000 sec): 3 clusters
  Score: Raw -2594961.037758 + Penalty 3263.858200 = -2591697.179558
  nChanged 1096
		SP:Iteration 2Q (1192.760000 sec): 3 clusters
  Score: Raw -2595370.664229 + Penalty 3263.858200 = -2592106.806030
  nChanged 1121
		SP:Iteration 3Q (1192.820000 sec): 3 clusters
  Score: Raw -2595861.591700 + Penalty 3263.858200 = -2592597.733500
  nChanged 1114
		SP:Iteration 4Q (1192.880000 sec): 3 clusters
  Score: Raw -2596456.848551 + Penalty 3263.858200 = -2593192.990351
  nChanged 1204
		SP:Iteration 5F (1192.940000 sec): 3 clusters
  Score: Raw -2597276.222365 + Penalty 3263.858200 = -2594012.364166
  nChanged 1365
		SP:Iteration 6F (1193.000000 sec): 3 clusters
  Score: Raw -2598224.134675 + Penalty 3263.858200 = -2594960.276476
  nChanged 1399
		SP:Iteration 7F (1193.060000 sec): 3 clusters
  Score: Raw -2599142.264689 + Penalty 3263.858200 = -2595878.406490
  nChanged 1263
		SP:Iteration 8F (1193.110000 sec): 3 clusters
  Score: Raw -2599885.850393 + Penalty 3263.858200 = -2596621.992194
  nChanged 1135
		SP:Iteration 9Q (1193.170000 sec): 3 clusters
  Score: Raw -2600450.674574 + Penalty 3263.858200 = -2597186.816375
  nChanged 817
		SP:Iteration 10Q (1193.230000 sec): 3 clusters
  Score: Raw -2600814.772231 + Penalty 3263.858200 = -2597550.914032
  nChanged 651
		SP:Iteration 11Q (1193.280000 sec): 3 clusters
  Score: Raw -2601073.131514 + Penalty 3263.858200 = -2597809.273314
  nChanged 552
		SP:Iteration 12Q (1193.340000 sec): 3 clusters
  Score: Raw -2601259.843254 + Penalty 3263.858200 = -2597995.985054
  nChanged 408
		SP:Iteration 13Q (1193.400000 sec): 3 clusters
  Score: Raw -2601391.129282 + Penalty 3263.858200 = -2598127.271082
  nChanged 370
		SP:Iteration 14Q (1193.450000 sec): 3 clusters
  Score: Raw -2601501.957324 + Penalty 3263.858200 = -2598238.099124
  nChanged 363
		SP:Iteration 15Q (1193.510000 sec): 3 clusters
  Score: Raw -2601607.997648 + Penalty 3263.858200 = -2598344.139449
  nChanged 311
		SP:Iteration 16Q (1193.560000 sec): 3 clusters
  Score: Raw -2601689.286131 + Penalty 3263.858200 = -2598425.427932
  nChanged 296
		SP:Iteration 17Q (1193.620000 sec): 3 clusters
  Score: Raw -2601763.191061 + Penalty 3263.858200 = -2598499.332861
  nChanged 268
		SP:Iteration 18Q (1193.680000 sec): 3 clusters
  Score: Raw -2601837.393895 + Penalty 3263.858200 = -2598573.535695
  nChanged 259
		SP:Iteration 19Q (1193.730000 sec): 3 clusters
  Score: Raw -2601907.778687 + Penalty 3263.858200 = -2598643.920488
  nChanged 272
		SP:Iteration 20F (1193.790000 sec): 3 clusters
  Score: Raw -2601979.266266 + Penalty 3263.858200 = -2598715.408067
  nChanged 266
		SP:Iteration 21Q (1193.840000 sec): 3 clusters
  Score: Raw -2602045.744145 + Penalty 3263.858200 = -2598781.885945
  nChanged 258
		SP:Iteration 22Q (1193.900000 sec): 3 clusters
  Score: Raw -2602110.256020 + Penalty 3263.858200 = -2598846.397821
  nChanged 260
		SP:Iteration 23Q (1193.950000 sec): 3 clusters
  Score: Raw -2602175.670753 + Penalty 3263.858200 = -2598911.812553
  nChanged 249
		SP:Iteration 24Q (1194.010000 sec): 3 clusters
  Score: Raw -2602234.637321 + Penalty 3263.858200 = -2598970.779122
  nChanged 236
		SP:Iteration 25Q (1194.060000 sec): 3 clusters
  Score: Raw -2602290.907184 + Penalty 3263.858200 = -2599027.048984
  nChanged 248
		SP:Iteration 26Q (1194.110000 sec): 3 clusters
  Score: Raw -2602352.819917 + Penalty 3263.858200 = -2599088.961718
  nChanged 246
		SP:Iteration 27Q (1194.170000 sec): 3 clusters
  Score: Raw -2602417.968277 + Penalty 3263.858200 = -2599154.110077
  nChanged 255
		SP:Iteration 28Q (1194.220000 sec): 3 clusters
  Score: Raw -2602487.528813 + Penalty 3263.858200 = -2599223.670614
  nChanged 251
		SP:Iteration 29Q (1194.270000 sec): 3 clusters
  Score: Raw -2602550.864347 + Penalty 3263.858200 = -2599287.006147
  nChanged 230
		SP:Iteration 30Q (1194.320000 sec): 3 clusters
  Score: Raw -2602611.804954 + Penalty 3263.858200 = -2599347.946755
  nChanged 252
		SP:Iteration 31Q (1194.370000 sec): 3 clusters
  Score: Raw -2602681.471220 + Penalty 3263.858200 = -2599417.613020
  nChanged 235
		SP:Iteration 32Q (1194.420000 sec): 3 clusters
  Score: Raw -2602750.420665 + Penalty 3263.858200 = -2599486.562466
  nChanged 242
		SP:Iteration 33Q (1194.480000 sec): 3 clusters
  Score: Raw -2602821.832611 + Penalty 3263.858200 = -2599557.974412
  nChanged 238
		SP:Iteration 34Q (1194.520000 sec): 3 clusters
  Score: Raw -2602893.070716 + Penalty 3263.858200 = -2599629.212517
  nChanged 225
		SP:Iteration 35Q (1194.570000 sec): 3 clusters
  Score: Raw -2602960.983615 + Penalty 3263.858200 = -2599697.125416
  nChanged 201
		SP:Iteration 36Q (1194.620000 sec): 3 clusters
  Score: Raw -2603013.739986 + Penalty 3263.858200 = -2599749.881786
  nChanged 190
		SP:Iteration 37Q (1194.670000 sec): 3 clusters
  Score: Raw -2603060.092511 + Penalty 3263.858200 = -2599796.234312
  nChanged 154
		SP:Iteration 38Q (1194.720000 sec): 3 clusters
  Score: Raw -2603097.306228 + Penalty 3263.858200 = -2599833.448028
  nChanged 149
		SP:Iteration 39Q (1194.770000 sec): 3 clusters
  Score: Raw -2603134.004170 + Penalty 3263.858200 = -2599870.145970
  nChanged 145
		SP:Iteration 40F (1194.820000 sec): 3 clusters
  Score: Raw -2603170.825198 + Penalty 3263.858200 = -2599906.966998
  nChanged 130
		SP:Iteration 41Q (1194.870000 sec): 3 clusters
  Score: Raw -2603200.977311 + Penalty 3263.858200 = -2599937.119112
  nChanged 120
		SP:Iteration 42Q (1194.920000 sec): 3 clusters
  Score: Raw -2603227.742433 + Penalty 3263.858200 = -2599963.884233
  nChanged 117
		SP:Iteration 43Q (1194.970000 sec): 3 clusters
  Score: Raw -2603256.557707 + Penalty 3263.858200 = -2599992.699508
  nChanged 99
		SP:Iteration 44Q (1195.020000 sec): 3 clusters
  Score: Raw -2603279.168293 + Penalty 3263.858200 = -2600015.310094
  nChanged 97
		SP:Iteration 45Q (1195.060000 sec): 3 clusters
  Score: Raw -2603301.588237 + Penalty 3263.858200 = -2600037.730037
  nChanged 106
		SP:Iteration 46Q (1195.110000 sec): 3 clusters
  Score: Raw -2603325.679083 + Penalty 3263.858200 = -2600061.820883
  nChanged 93
		SP:Iteration 47Q (1195.160000 sec): 3 clusters
  Score: Raw -2603344.927822 + Penalty 3263.858200 = -2600081.069623
  nChanged 72
		SP:Iteration 48Q (1195.200000 sec): 3 clusters
  Score: Raw -2603361.317838 + Penalty 3263.858200 = -2600097.459638
  nChanged 71
		SP:Iteration 49Q (1195.250000 sec): 3 clusters
  Score: Raw -2603377.435705 + Penalty 3263.858200 = -2600113.577505
  nChanged 65
		SP:Iteration 50Q (1195.300000 sec): 3 clusters
  Score: Raw -2603392.997312 + Penalty 3263.858200 = -2600129.139112
  nChanged 41
		SP:Iteration 51Q (1195.350000 sec): 3 clusters
  Score: Raw -2603400.066262 + Penalty 3263.858200 = -2600136.208062
  nChanged 38
		SP:Iteration 52Q (1195.400000 sec): 3 clusters
  Score: Raw -2603406.587236 + Penalty 3263.858200 = -2600142.729037
  nChanged 36
		SP:Iteration 53Q (1195.440000 sec): 3 clusters
  Score: Raw -2603414.017001 + Penalty 3263.858200 = -2600150.158802
  nChanged 39
		SP:Iteration 54Q (1195.490000 sec): 3 clusters
  Score: Raw -2603420.231840 + Penalty 3263.858200 = -2600156.373641
  nChanged 34
		SP:Iteration 55Q (1195.540000 sec): 3 clusters
  Score: Raw -2603424.726583 + Penalty 3263.858200 = -2600160.868384
  nChanged 30
		SP:Iteration 56Q (1195.580000 sec): 3 clusters
  Score: Raw -2603428.858319 + Penalty 3263.858200 = -2600165.000119
  nChanged 28
		SP:Iteration 57Q (1195.630000 sec): 3 clusters
  Score: Raw -2603432.969515 + Penalty 3263.858200 = -2600169.111316
  nChanged 24
		SP:Iteration 58Q (1195.680000 sec): 3 clusters
  Score: Raw -2603436.762336 + Penalty 3263.858200 = -2600172.904136
  nChanged 24
		SP:Iteration 59Q (1195.720000 sec): 3 clusters
  Score: Raw -2603440.711915 + Penalty 3263.858200 = -2600176.853715
  nChanged 19
		SP:Iteration 60F (1195.780000 sec): 3 clusters
  Score: Raw -2603443.662459 + Penalty 3263.858200 = -2600179.804260
  nChanged 17
		SP:Iteration 61Q (1195.830000 sec): 3 clusters
  Score: Raw -2603445.313684 + Penalty 3263.858200 = -2600181.455484
  nChanged 15
		SP:Iteration 62Q (1195.880000 sec): 3 clusters
  Score: Raw -2603447.409033 + Penalty 3263.858200 = -2600183.550834
  nChanged 14
		SP:Iteration 63Q (1195.920000 sec): 3 clusters
  Score: Raw -2603449.629551 + Penalty 3263.858200 = -2600185.771352
  nChanged 17
		SP:Iteration 64Q (1195.970000 sec): 3 clusters
  Score: Raw -2603451.460576 + Penalty 3263.858200 = -2600187.602376
  nChanged 9
		SP:Iteration 65Q (1196.020000 sec): 3 clusters
  Score: Raw -2603452.399438 + Penalty 3263.858200 = -2600188.541239
  nChanged 6
		SP:Iteration 66Q (1196.060000 sec): 3 clusters
  Score: Raw -2603453.179107 + Penalty 3263.858200 = -2600189.320908
  nChanged 7
		SP:Iteration 67Q (1196.110000 sec): 3 clusters
  Score: Raw -2603453.967615 + Penalty 3263.858200 = -2600190.109415
  nChanged 6
		SP:Iteration 68Q (1196.160000 sec): 3 clusters
  Score: Raw -2603454.992593 + Penalty 3263.858200 = -2600191.134394
  nChanged 7
		SP:Iteration 69Q (1196.200000 sec): 3 clusters
  Score: Raw -2603455.676446 + Penalty 3263.858200 = -2600191.818246
  nChanged 6
		SP:Iteration 70Q (1196.250000 sec): 3 clusters
  Score: Raw -2603456.433142 + Penalty 3263.858200 = -2600192.574942
  nChanged 7
		SP:Iteration 71Q (1196.300000 sec): 3 clusters
  Score: Raw -2603457.506735 + Penalty 3263.858200 = -2600193.648535
  nChanged 13
		SP:Iteration 72Q (1196.340000 sec): 3 clusters
  Score: Raw -2603458.923529 + Penalty 3263.858200 = -2600195.065330
  nChanged 7
		SP:Iteration 73Q (1196.390000 sec): 3 clusters
  Score: Raw -2603460.052826 + Penalty 3263.858200 = -2600196.194627
  nChanged 9
		SP:Iteration 74Q (1196.440000 sec): 3 clusters
  Score: Raw -2603461.706529 + Penalty 3263.858200 = -2600197.848329
  nChanged 14
		SP:Iteration 75Q (1196.480000 sec): 3 clusters
  Score: Raw -2603463.625143 + Penalty 3263.858200 = -2600199.766943
  nChanged 12
		SP:Iteration 76Q (1196.530000 sec): 3 clusters
  Score: Raw -2603465.216798 + Penalty 3263.858200 = -2600201.358598
  nChanged 7
		SP:Iteration 77Q (1196.580000 sec): 3 clusters
  Score: Raw -2603466.061328 + Penalty 3263.858200 = -2600202.203129
  nChanged 13
		SP:Iteration 78Q (1196.620000 sec): 3 clusters
  Score: Raw -2603467.400952 + Penalty 3263.858200 = -2600203.542753
  nChanged 8
		SP:Iteration 79Q (1196.670000 sec): 3 clusters
  Score: Raw -2603468.159169 + Penalty 3263.858200 = -2600204.300969
  nChanged 3
		SP:Iteration 80F (1196.720000 sec): 3 clusters
  Score: Raw -2603468.440376 + Penalty 3263.858200 = -2600204.582176
  nChanged 2
		SP:Iteration 81Q (1196.770000 sec): 3 clusters
  Score: Raw -2603468.656370 + Penalty 3263.858200 = -2600204.798170
  nChanged 5
		SP:Iteration 82Q (1196.820000 sec): 3 clusters
  Score: Raw -2603469.221184 + Penalty 3263.858200 = -2600205.362985
  nChanged 7
		SP:Iteration 83Q (1196.860000 sec): 3 clusters
  Score: Raw -2603470.226143 + Penalty 3263.858200 = -2600206.367943
  nChanged 6
		SP:Iteration 84Q (1196.910000 sec): 3 clusters
  Score: Raw -2603471.247042 + Penalty 3263.858200 = -2600207.388842
  nChanged 8
		SP:Iteration 85Q (1196.960000 sec): 3 clusters
  Score: Raw -2603472.550079 + Penalty 3263.858200 = -2600208.691879
  nChanged 8
		SP:Iteration 86Q (1197.000000 sec): 3 clusters
  Score: Raw -2603473.134553 + Penalty 3263.858200 = -2600209.276354
  nChanged 3
		SP:Iteration 87Q (1197.050000 sec): 3 clusters
  Score: Raw -2603473.458510 + Penalty 3263.858200 = -2600209.600310
  nChanged 6
		SP:Iteration 88Q (1197.100000 sec): 3 clusters
  Score: Raw -2603474.052946 + Penalty 3263.858200 = -2600210.194747
  nChanged 5
		SP:Iteration 89Q (1197.140000 sec): 3 clusters
  Score: Raw -2603474.625669 + Penalty 3263.858200 = -2600210.767470
  nChanged 1
		SP:Iteration 90Q (1197.190000 sec): 3 clusters
  Score: Raw -2603474.665467 + Penalty 3263.858200 = -2600210.807267
  nChanged 0
		SP:Iteration 91F (1197.240000 sec): 3 clusters
  Score: Raw -2603474.665467 + Penalty 3263.858200 = -2600210.807267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (9045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1197.280000 sec): 2 clusters
  Score: Raw -977529.213076 + Penalty 1480.369702 = -976048.843374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1197.310000 sec): 3 clusters
  Score: Raw -972488.291615 + Penalty 2960.739404 = -969527.552210
  nChanged 3904
		SP:Iteration 1F (1197.340000 sec): 3 clusters
  Score: Raw -974930.577970 + Penalty 2960.739404 = -971969.838566
  nChanged 788
		SP:Iteration 2F (1197.360000 sec): 3 clusters
  Score: Raw -975679.396282 + Penalty 2960.739404 = -972718.656877
  nChanged 901
		SP:Iteration 3F (1197.380000 sec): 3 clusters
  Score: Raw -977104.295584 + Penalty 2960.739404 = -974143.556180
  nChanged 1049
		SP:Iteration 4F (1197.400000 sec): 3 clusters
  Score: Raw -979438.518198 + Penalty 2960.739404 = -976477.778793
  nChanged 953
		SP:Iteration 5F (1197.420000 sec): 3 clusters
  Score: Raw -981384.703225 + Penalty 2960.739404 = -978423.963821
  nChanged 679
		SP:Iteration 6F (1197.450000 sec): 3 clusters
  Score: Raw -982635.875463 + Penalty 2960.739404 = -979675.136058
  nChanged 480
		SP:Iteration 7F (1197.470000 sec): 3 clusters
  Score: Raw -983506.753082 + Penalty 2960.739404 = -980546.013677
  nChanged 374
		SP:Iteration 8Q (1197.490000 sec): 3 clusters
  Score: Raw -984125.714495 + Penalty 2960.739404 = -981164.975090
  nChanged 321
		SP:Iteration 9Q (1197.520000 sec): 3 clusters
  Score: Raw -984691.925303 + Penalty 2960.739404 = -981731.185899
  nChanged 266
		SP:Iteration 10Q (1197.530000 sec): 3 clusters
  Score: Raw -985274.959991 + Penalty 2960.739404 = -982314.220586
  nChanged 171
		SP:Iteration 11Q (1197.550000 sec): 3 clusters
  Score: Raw -985504.745195 + Penalty 2960.739404 = -982544.005791
  nChanged 113
		SP:Iteration 12Q (1197.570000 sec): 3 clusters
  Score: Raw -985582.753441 + Penalty 2960.739404 = -982622.014036
  nChanged 61
		SP:Iteration 13Q (1197.600000 sec): 3 clusters
  Score: Raw -985608.961097 + Penalty 2960.739404 = -982648.221693
  nChanged 31
		SP:Iteration 14Q (1197.610000 sec): 3 clusters
  Score: Raw -985620.199179 + Penalty 2960.739404 = -982659.459775
  nChanged 25
		SP:Iteration 15Q (1197.630000 sec): 3 clusters
  Score: Raw -985626.945660 + Penalty 2960.739404 = -982666.206256
  nChanged 15
		SP:Iteration 16Q (1197.650000 sec): 3 clusters
  Score: Raw -985630.027298 + Penalty 2960.739404 = -982669.287894
  nChanged 6
		SP:Iteration 17Q (1197.680000 sec): 3 clusters
  Score: Raw -985631.173261 + Penalty 2960.739404 = -982670.433857
  nChanged 2
		SP:Iteration 18Q (1197.700000 sec): 3 clusters
  Score: Raw -985631.508588 + Penalty 2960.739404 = -982670.769183
  nChanged 1
		SP:Iteration 19Q (1197.710000 sec): 3 clusters
  Score: Raw -985631.667965 + Penalty 2960.739404 = -982670.928561
  nChanged 0
		SP:Iteration 20F (1197.740000 sec): 3 clusters
  Score: Raw -985631.667965 + Penalty 2960.739404 = -982670.928561
  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 14.07 GB.

 Trying to split cluster 20 (49349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1197.890000 sec): 2 clusters
  Score: Raw -5664762.836433 + Penalty 1756.084327 = -5663006.752106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1198.020000 sec): 3 clusters
  Score: Raw -5633501.092467 + Penalty 3512.168654 = -5629988.923813
  nChanged 23126
		SP:Iteration 1F (1198.150000 sec): 3 clusters
  Score: Raw -5647328.415300 + Penalty 3512.168654 = -5643816.246646
  nChanged 2553
		SP:Iteration 2F (1198.280000 sec): 3 clusters
  Score: Raw -5648507.779365 + Penalty 3512.168654 = -5644995.610711
  nChanged 2714
		SP:Iteration 3F (1198.400000 sec): 3 clusters
  Score: Raw -5649896.717978 + Penalty 3512.168654 = -5646384.549324
  nChanged 2868
		SP:Iteration 4F (1198.530000 sec): 3 clusters
  Score: Raw -5651476.048067 + Penalty 3512.168654 = -5647963.879413
  nChanged 3016
		SP:Iteration 5F (1198.660000 sec): 3 clusters
  Score: Raw -5653340.466651 + Penalty 3512.168654 = -5649828.297997
  nChanged 3059
		SP:Iteration 6F (1198.790000 sec): 3 clusters
  Score: Raw -5655429.986239 + Penalty 3512.168654 = -5651917.817585
  nChanged 2953
		SP:Iteration 7F (1198.920000 sec): 3 clusters
  Score: Raw -5657551.698576 + Penalty 3512.168654 = -5654039.529922
  nChanged 2819
		SP:Iteration 8F (1199.050000 sec): 3 clusters
  Score: Raw -5659503.107528 + Penalty 3512.168654 = -5655990.938874
  nChanged 2524
		SP:Iteration 9F (1199.180000 sec): 3 clusters
  Score: Raw -5661272.459713 + Penalty 3512.168654 = -5657760.291059
  nChanged 2344
		SP:Iteration 10Q (1199.310000 sec): 3 clusters
  Score: Raw -5662943.721798 + Penalty 3512.168654 = -5659431.553144
  nChanged 2266
		SP:Iteration 11Q (1199.430000 sec): 3 clusters
  Score: Raw -5664722.879433 + Penalty 3512.168654 = -5661210.710780
  nChanged 2117
		SP:Iteration 12Q (1199.560000 sec): 3 clusters
  Score: Raw -5666794.365381 + Penalty 3512.168654 = -5663282.196727
  nChanged 2116
		SP:Iteration 13Q (1199.680000 sec): 3 clusters
  Score: Raw -5669949.819076 + Penalty 3512.168654 = -5666437.650422
  nChanged 2029
		SP:Iteration 14Q (1199.790000 sec): 3 clusters
  Score: Raw -5674652.779642 + Penalty 3512.168654 = -5671140.610989
  nChanged 1484
		SP:Iteration 15Q (1199.900000 sec): 3 clusters
  Score: Raw -5676911.958770 + Penalty 3512.168654 = -5673399.790116
  nChanged 960
		SP:Iteration 16Q (1200.000000 sec): 3 clusters
  Score: Raw -5677594.986754 + Penalty 3512.168654 = -5674082.818100
  nChanged 510
		SP:Iteration 17Q (1200.100000 sec): 3 clusters
  Score: Raw -5677799.857754 + Penalty 3512.168654 = -5674287.689101
  nChanged 242
		SP:Iteration 18Q (1200.200000 sec): 3 clusters
  Score: Raw -5677852.225760 + Penalty 3512.168654 = -5674340.057106
  nChanged 137
		SP:Iteration 19Q (1200.300000 sec): 3 clusters
  Score: Raw -5677874.103538 + Penalty 3512.168654 = -5674361.934884
  nChanged 73
		SP:Iteration 20F (1200.430000 sec): 3 clusters
  Score: Raw -5677917.350713 + Penalty 3512.168654 = -5674405.182059
  nChanged 76
		SP:Iteration 21Q (1200.530000 sec): 3 clusters
  Score: Raw -5677925.206590 + Penalty 3512.168654 = -5674413.037936
  nChanged 32
		SP:Iteration 22Q (1200.640000 sec): 3 clusters
  Score: Raw -5677927.159287 + Penalty 3512.168654 = -5674414.990633
  nChanged 18
		SP:Iteration 23Q (1200.760000 sec): 3 clusters
  Score: Raw -5677928.075306 + Penalty 3512.168654 = -5674415.906653
  nChanged 17
		SP:Iteration 24Q (1200.880000 sec): 3 clusters
  Score: Raw -5677928.686399 + Penalty 3512.168654 = -5674416.517745
  nChanged 11
		SP:Iteration 25Q (1200.980000 sec): 3 clusters
  Score: Raw -5677929.050368 + Penalty 3512.168654 = -5674416.881714
  nChanged 5
		SP:Iteration 26Q (1201.080000 sec): 3 clusters
  Score: Raw -5677929.224038 + Penalty 3512.168654 = -5674417.055384
  nChanged 5
		SP:Iteration 27Q (1201.180000 sec): 3 clusters
  Score: Raw -5677929.358253 + Penalty 3512.168654 = -5674417.189599
  nChanged 2
		SP:Iteration 28Q (1201.280000 sec): 3 clusters
  Score: Raw -5677929.422189 + Penalty 3512.168654 = -5674417.253535
  nChanged 1
		SP:Iteration 29Q (1201.390000 sec): 3 clusters
  Score: Raw -5677929.471909 + Penalty 3512.168654 = -5674417.303256
  nChanged 1
		SP:Iteration 30Q (1201.490000 sec): 3 clusters
  Score: Raw -5677929.481859 + Penalty 3512.168654 = -5674417.313205
  nChanged 1
		SP:Iteration 31Q (1201.590000 sec): 3 clusters
  Score: Raw -5677929.510058 + Penalty 3512.168654 = -5674417.341404
  nChanged 1
		SP:Iteration 32Q (1201.700000 sec): 3 clusters
  Score: Raw -5677929.593687 + Penalty 3512.168654 = -5674417.425033
  nChanged 3
		SP:Iteration 33Q (1201.800000 sec): 3 clusters
  Score: Raw -5677929.660776 + Penalty 3512.168654 = -5674417.492122
  nChanged 0
		SP:Iteration 34F (1201.930000 sec): 3 clusters
  Score: Raw -5677929.660776 + Penalty 3512.168654 = -5674417.492122
  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 14.07 GB.

 Trying to split cluster 21 (139685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1202.340000 sec): 2 clusters
  Score: Raw -16294878.036414 + Penalty 1925.161090 = -16292952.875325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1202.720000 sec): 3 clusters
  Score: Raw -16202930.186536 + Penalty 3850.322179 = -16199079.864357
  nChanged 67425
		SP:Iteration 1F (1203.090000 sec): 3 clusters
  Score: Raw -16243508.866753 + Penalty 3850.322179 = -16239658.544574
  nChanged 4582
		SP:Iteration 2Q (1203.480000 sec): 3 clusters
  Score: Raw -16244861.120061 + Penalty 3850.322179 = -16241010.797882
  nChanged 5161
		SP:Iteration 3Q (1203.870000 sec): 3 clusters
  Score: Raw -16246686.906579 + Penalty 3850.322179 = -16242836.584400
  nChanged 5839
		SP:Iteration 4Q (1204.250000 sec): 3 clusters
  Score: Raw -16249185.636130 + Penalty 3850.322179 = -16245335.313950
  nChanged 6698
		SP:Iteration 5Q (1204.630000 sec): 3 clusters
  Score: Raw -16252530.117960 + Penalty 3850.322179 = -16248679.795781
  nChanged 7495
		SP:Iteration 6F (1205.010000 sec): 3 clusters
  Score: Raw -16256752.580299 + Penalty 3850.322179 = -16252902.258120
  nChanged 7955
		SP:Iteration 7F (1205.390000 sec): 3 clusters
  Score: Raw -16261739.155259 + Penalty 3850.322179 = -16257888.833079
  nChanged 8299
		SP:Iteration 8F (1205.760000 sec): 3 clusters
  Score: Raw -16267360.231526 + Penalty 3850.322179 = -16263509.909347
  nChanged 8217
		SP:Iteration 9F (1206.130000 sec): 3 clusters
  Score: Raw -16273189.832447 + Penalty 3850.322179 = -16269339.510268
  nChanged 7897
		SP:Iteration 10F (1206.510000 sec): 3 clusters
  Score: Raw -16278948.920068 + Penalty 3850.322179 = -16275098.597889
  nChanged 6927
		SP:Iteration 11Q (1206.850000 sec): 3 clusters
  Score: Raw -16284124.913515 + Penalty 3850.322179 = -16280274.591336
  nChanged 5525
		SP:Iteration 12Q (1207.190000 sec): 3 clusters
  Score: Raw -16288304.199019 + Penalty 3850.322179 = -16284453.876840
  nChanged 3979
		SP:Iteration 13Q (1207.510000 sec): 3 clusters
  Score: Raw -16291196.716130 + Penalty 3850.322179 = -16287346.393951
  nChanged 2531
		SP:Iteration 14Q (1207.810000 sec): 3 clusters
  Score: Raw -16292943.599304 + Penalty 3850.322179 = -16289093.277124
  nChanged 1452
		SP:Iteration 15Q (1208.090000 sec): 3 clusters
  Score: Raw -16293904.116359 + Penalty 3850.322179 = -16290053.794179
  nChanged 792
		SP:Iteration 16Q (1208.370000 sec): 3 clusters
  Score: Raw -16294402.850925 + Penalty 3850.322179 = -16290552.528746
  nChanged 439
		SP:Iteration 17Q (1208.630000 sec): 3 clusters
  Score: Raw -16294685.418306 + Penalty 3850.322179 = -16290835.096127
  nChanged 251
		SP:Iteration 18Q (1208.900000 sec): 3 clusters
  Score: Raw -16294842.724793 + Penalty 3850.322179 = -16290992.402613
  nChanged 147
		SP:Iteration 19Q (1209.160000 sec): 3 clusters
  Score: Raw -16294928.668085 + Penalty 3850.322179 = -16291078.345906
  nChanged 87
		SP:Iteration 20F (1209.530000 sec): 3 clusters
  Score: Raw -16294984.341023 + Penalty 3850.322179 = -16291134.018844
  nChanged 67
		SP:Iteration 21Q (1209.790000 sec): 3 clusters
  Score: Raw -16295026.512909 + Penalty 3850.322179 = -16291176.190730
  nChanged 42
		SP:Iteration 22Q (1210.050000 sec): 3 clusters
  Score: Raw -16295051.871655 + Penalty 3850.322179 = -16291201.549476
  nChanged 36
		SP:Iteration 23Q (1210.300000 sec): 3 clusters
  Score: Raw -16295074.908666 + Penalty 3850.322179 = -16291224.586487
  nChanged 36
		SP:Iteration 24Q (1210.570000 sec): 3 clusters
  Score: Raw -16295103.511409 + Penalty 3850.322179 = -16291253.189230
  nChanged 28
		SP:Iteration 25Q (1210.830000 sec): 3 clusters
  Score: Raw -16295122.346504 + Penalty 3850.322179 = -16291272.024325
  nChanged 24
		SP:Iteration 26Q (1211.090000 sec): 3 clusters
  Score: Raw -16295136.836745 + Penalty 3850.322179 = -16291286.514566
  nChanged 17
		SP:Iteration 27Q (1211.350000 sec): 3 clusters
  Score: Raw -16295150.879869 + Penalty 3850.322179 = -16291300.557690
  nChanged 21
		SP:Iteration 28Q (1211.600000 sec): 3 clusters
  Score: Raw -16295164.986077 + Penalty 3850.322179 = -16291314.663898
  nChanged 12
		SP:Iteration 29Q (1211.860000 sec): 3 clusters
  Score: Raw -16295173.003907 + Penalty 3850.322179 = -16291322.681728
  nChanged 9
		SP:Iteration 30Q (1212.120000 sec): 3 clusters
  Score: Raw -16295177.163057 + Penalty 3850.322179 = -16291326.840878
  nChanged 3
		SP:Iteration 31Q (1212.370000 sec): 3 clusters
  Score: Raw -16295178.606935 + Penalty 3850.322179 = -16291328.284756
  nChanged 1
		SP:Iteration 32Q (1212.630000 sec): 3 clusters
  Score: Raw -16295178.939081 + Penalty 3850.322179 = -16291328.616902
  nChanged 0
		SP:Iteration 33F (1213.000000 sec): 3 clusters
  Score: Raw -16295178.939081 + Penalty 3850.322179 = -16291328.616902
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (20784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1213.120000 sec): 2 clusters
  Score: Raw -2375524.203370 + Penalty 1615.565045 = -2373908.638325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1213.170000 sec): 3 clusters
  Score: Raw -2363005.854795 + Penalty 3231.130090 = -2359774.724705
  nChanged 9381
		SP:Iteration 1F (1213.230000 sec): 3 clusters
  Score: Raw -2368253.315205 + Penalty 3231.130090 = -2365022.185115
  nChanged 1165
		SP:Iteration 2F (1213.280000 sec): 3 clusters
  Score: Raw -2368683.570151 + Penalty 3231.130090 = -2365452.440060
  nChanged 1015
		SP:Iteration 3Q (1213.340000 sec): 3 clusters
  Score: Raw -2369052.128210 + Penalty 3231.130090 = -2365820.998120
  nChanged 936
		SP:Iteration 4Q (1213.390000 sec): 3 clusters
  Score: Raw -2369397.210128 + Penalty 3231.130090 = -2366166.080038
  nChanged 927
		SP:Iteration 5Q (1213.450000 sec): 3 clusters
  Score: Raw -2369783.230583 + Penalty 3231.130090 = -2366552.100493
  nChanged 954
		SP:Iteration 6Q (1213.500000 sec): 3 clusters
  Score: Raw -2370243.262944 + Penalty 3231.130090 = -2367012.132854
  nChanged 1080
		SP:Iteration 7F (1213.560000 sec): 3 clusters
  Score: Raw -2370839.391399 + Penalty 3231.130090 = -2367608.261309
  nChanged 1135
		SP:Iteration 8F (1213.610000 sec): 3 clusters
  Score: Raw -2371502.850451 + Penalty 3231.130090 = -2368271.720361
  nChanged 1143
		SP:Iteration 9F (1213.670000 sec): 3 clusters
  Score: Raw -2372239.570429 + Penalty 3231.130090 = -2369008.440339
  nChanged 1092
		SP:Iteration 10F (1213.720000 sec): 3 clusters
  Score: Raw -2372979.950038 + Penalty 3231.130090 = -2369748.819948
  nChanged 924
		SP:Iteration 11Q (1213.770000 sec): 3 clusters
  Score: Raw -2373615.140048 + Penalty 3231.130090 = -2370384.009958
  nChanged 775
		SP:Iteration 12Q (1213.830000 sec): 3 clusters
  Score: Raw -2374150.531297 + Penalty 3231.130090 = -2370919.401207
  nChanged 635
		SP:Iteration 13Q (1213.880000 sec): 3 clusters
  Score: Raw -2374571.294337 + Penalty 3231.130090 = -2371340.164247
  nChanged 467
		SP:Iteration 14Q (1213.930000 sec): 3 clusters
  Score: Raw -2374902.944682 + Penalty 3231.130090 = -2371671.814592
  nChanged 384
		SP:Iteration 15Q (1213.980000 sec): 3 clusters
  Score: Raw -2375160.641070 + Penalty 3231.130090 = -2371929.510980
  nChanged 282
		SP:Iteration 16Q (1214.030000 sec): 3 clusters
  Score: Raw -2375337.514687 + Penalty 3231.130090 = -2372106.384597
  nChanged 177
		SP:Iteration 17Q (1214.080000 sec): 3 clusters
  Score: Raw -2375441.443975 + Penalty 3231.130090 = -2372210.313884
  nChanged 133
		SP:Iteration 18Q (1214.130000 sec): 3 clusters
  Score: Raw -2375520.967046 + Penalty 3231.130090 = -2372289.836955
  nChanged 110
		SP:Iteration 19Q (1214.170000 sec): 3 clusters
  Score: Raw -2375584.599499 + Penalty 3231.130090 = -2372353.469409
  nChanged 78
		SP:Iteration 20F (1214.230000 sec): 3 clusters
  Score: Raw -2375643.725911 + Penalty 3231.130090 = -2372412.595821
  nChanged 75
		SP:Iteration 21Q (1214.270000 sec): 3 clusters
  Score: Raw -2375693.720078 + Penalty 3231.130090 = -2372462.589988
  nChanged 62
		SP:Iteration 22Q (1214.310000 sec): 3 clusters
  Score: Raw -2375733.793940 + Penalty 3231.130090 = -2372502.663849
  nChanged 58
		SP:Iteration 23Q (1214.350000 sec): 3 clusters
  Score: Raw -2375767.045753 + Penalty 3231.130090 = -2372535.915663
  nChanged 41
		SP:Iteration 24Q (1214.390000 sec): 3 clusters
  Score: Raw -2375791.741350 + Penalty 3231.130090 = -2372560.611260
  nChanged 34
		SP:Iteration 25Q (1214.430000 sec): 3 clusters
  Score: Raw -2375809.816114 + Penalty 3231.130090 = -2372578.686023
  nChanged 29
		SP:Iteration 26Q (1214.470000 sec): 3 clusters
  Score: Raw -2375824.878463 + Penalty 3231.130090 = -2372593.748372
  nChanged 26
		SP:Iteration 27Q (1214.510000 sec): 3 clusters
  Score: Raw -2375841.681752 + Penalty 3231.130090 = -2372610.551662
  nChanged 31
		SP:Iteration 28Q (1214.550000 sec): 3 clusters
  Score: Raw -2375859.182785 + Penalty 3231.130090 = -2372628.052695
  nChanged 13
		SP:Iteration 29Q (1214.590000 sec): 3 clusters
  Score: Raw -2375864.424440 + Penalty 3231.130090 = -2372633.294349
  nChanged 8
		SP:Iteration 30Q (1214.630000 sec): 3 clusters
  Score: Raw -2375867.519390 + Penalty 3231.130090 = -2372636.389300
  nChanged 4
		SP:Iteration 31Q (1214.670000 sec): 3 clusters
  Score: Raw -2375869.671371 + Penalty 3231.130090 = -2372638.541281
  nChanged 8
		SP:Iteration 32Q (1214.710000 sec): 3 clusters
  Score: Raw -2375872.421797 + Penalty 3231.130090 = -2372641.291707
  nChanged 2
		SP:Iteration 33Q (1214.750000 sec): 3 clusters
  Score: Raw -2375873.439916 + Penalty 3231.130090 = -2372642.309826
  nChanged 2
		SP:Iteration 34Q (1214.790000 sec): 3 clusters
  Score: Raw -2375874.577779 + Penalty 3231.130090 = -2372643.447689
  nChanged 5
		SP:Iteration 35Q (1214.830000 sec): 3 clusters
  Score: Raw -2375877.209260 + Penalty 3231.130090 = -2372646.079169
  nChanged 6
		SP:Iteration 36Q (1214.870000 sec): 3 clusters
  Score: Raw -2375879.707926 + Penalty 3231.130090 = -2372648.577835
  nChanged 9
		SP:Iteration 37Q (1214.910000 sec): 3 clusters
  Score: Raw -2375882.913598 + Penalty 3231.130090 = -2372651.783507
  nChanged 4
		SP:Iteration 38Q (1214.950000 sec): 3 clusters
  Score: Raw -2375884.623598 + Penalty 3231.130090 = -2372653.493508
  nChanged 3
		SP:Iteration 39Q (1214.990000 sec): 3 clusters
  Score: Raw -2375885.483063 + Penalty 3231.130090 = -2372654.352972
  nChanged 3
		SP:Iteration 40F (1215.050000 sec): 3 clusters
  Score: Raw -2375886.372758 + Penalty 3231.130090 = -2372655.242668
  nChanged 3
		SP:Iteration 41Q (1215.090000 sec): 3 clusters
  Score: Raw -2375887.221391 + Penalty 3231.130090 = -2372656.091301
  nChanged 1
		SP:Iteration 42Q (1215.130000 sec): 3 clusters
  Score: Raw -2375887.542288 + Penalty 3231.130090 = -2372656.412197
  nChanged 2
		SP:Iteration 43Q (1215.170000 sec): 3 clusters
  Score: Raw -2375887.792806 + Penalty 3231.130090 = -2372656.662716
  nChanged 0
		SP:Iteration 44F (1215.220000 sec): 3 clusters
  Score: Raw -2375887.792806 + Penalty 3231.130090 = -2372656.662716
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (49563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1215.370000 sec): 2 clusters
  Score: Raw -5313018.925728 + Penalty 1756.787478 = -5311262.138249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1215.500000 sec): 3 clusters
  Score: Raw -5281754.887697 + Penalty 3513.574957 = -5278241.312740
  nChanged 23221
		SP:Iteration 1F (1215.630000 sec): 3 clusters
  Score: Raw -5297555.713052 + Penalty 3513.574957 = -5294042.138096
  nChanged 4110
		SP:Iteration 2F (1215.760000 sec): 3 clusters
  Score: Raw -5301015.785801 + Penalty 3513.574957 = -5297502.210844
  nChanged 4237
		SP:Iteration 3F (1215.890000 sec): 3 clusters
  Score: Raw -5304380.475984 + Penalty 3513.574957 = -5300866.901028
  nChanged 3834
		SP:Iteration 4F (1216.020000 sec): 3 clusters
  Score: Raw -5306739.709264 + Penalty 3513.574957 = -5303226.134307
  nChanged 3029
		SP:Iteration 5F (1216.150000 sec): 3 clusters
  Score: Raw -5308217.764975 + Penalty 3513.574957 = -5304704.190019
  nChanged 2192
		SP:Iteration 6Q (1216.280000 sec): 3 clusters
  Score: Raw -5309073.656160 + Penalty 3513.574957 = -5305560.081203
  nChanged 1614
		SP:Iteration 7Q (1216.410000 sec): 3 clusters
  Score: Raw -5309608.473120 + Penalty 3513.574957 = -5306094.898164
  nChanged 1276
		SP:Iteration 8Q (1216.550000 sec): 3 clusters
  Score: Raw -5310027.480662 + Penalty 3513.574957 = -5306513.905705
  nChanged 1107
		SP:Iteration 9Q (1216.680000 sec): 3 clusters
  Score: Raw -5310381.731147 + Penalty 3513.574957 = -5306868.156191
  nChanged 983
		SP:Iteration 10Q (1216.810000 sec): 3 clusters
  Score: Raw -5310685.991748 + Penalty 3513.574957 = -5307172.416792
  nChanged 866
		SP:Iteration 11Q (1216.950000 sec): 3 clusters
  Score: Raw -5310930.614529 + Penalty 3513.574957 = -5307417.039572
  nChanged 786
		SP:Iteration 12Q (1217.070000 sec): 3 clusters
  Score: Raw -5311167.523522 + Penalty 3513.574957 = -5307653.948565
  nChanged 785
		SP:Iteration 13Q (1217.200000 sec): 3 clusters
  Score: Raw -5311389.250012 + Penalty 3513.574957 = -5307875.675055
  nChanged 727
		SP:Iteration 14Q (1217.330000 sec): 3 clusters
  Score: Raw -5311587.039380 + Penalty 3513.574957 = -5308073.464424
  nChanged 688
		SP:Iteration 15Q (1217.460000 sec): 3 clusters
  Score: Raw -5311775.264046 + Penalty 3513.574957 = -5308261.689089
  nChanged 681
		SP:Iteration 16Q (1217.590000 sec): 3 clusters
  Score: Raw -5311967.835862 + Penalty 3513.574957 = -5308454.260905
  nChanged 700
		SP:Iteration 17Q (1217.710000 sec): 3 clusters
  Score: Raw -5312161.732658 + Penalty 3513.574957 = -5308648.157701
  nChanged 727
		SP:Iteration 18Q (1217.850000 sec): 3 clusters
  Score: Raw -5312373.194487 + Penalty 3513.574957 = -5308859.619530
  nChanged 791
		SP:Iteration 19Q (1217.970000 sec): 3 clusters
  Score: Raw -5312640.087925 + Penalty 3513.574957 = -5309126.512969
  nChanged 846
		SP:Iteration 20F (1218.100000 sec): 3 clusters
  Score: Raw -5312959.844746 + Penalty 3513.574957 = -5309446.269789
  nChanged 874
		SP:Iteration 21Q (1218.220000 sec): 3 clusters
  Score: Raw -5313328.173267 + Penalty 3513.574957 = -5309814.598311
  nChanged 915
		SP:Iteration 22Q (1218.350000 sec): 3 clusters
  Score: Raw -5313778.877658 + Penalty 3513.574957 = -5310265.302702
  nChanged 1014
		SP:Iteration 23Q (1218.470000 sec): 3 clusters
  Score: Raw -5314336.847192 + Penalty 3513.574957 = -5310823.272236
  nChanged 1033
		SP:Iteration 24Q (1218.590000 sec): 3 clusters
  Score: Raw -5314972.645199 + Penalty 3513.574957 = -5311459.070242
  nChanged 991
		SP:Iteration 25Q (1218.700000 sec): 3 clusters
  Score: Raw -5315638.238895 + Penalty 3513.574957 = -5312124.663939
  nChanged 972
		SP:Iteration 26Q (1218.820000 sec): 3 clusters
  Score: Raw -5316321.328571 + Penalty 3513.574957 = -5312807.753615
  nChanged 848
		SP:Iteration 27Q (1218.930000 sec): 3 clusters
  Score: Raw -5316909.039222 + Penalty 3513.574957 = -5313395.464265
  nChanged 769
		SP:Iteration 28Q (1219.040000 sec): 3 clusters
  Score: Raw -5317424.012454 + Penalty 3513.574957 = -5313910.437497
  nChanged 634
		SP:Iteration 29Q (1219.150000 sec): 3 clusters
  Score: Raw -5317842.348564 + Penalty 3513.574957 = -5314328.773608
  nChanged 532
		SP:Iteration 30Q (1219.260000 sec): 3 clusters
  Score: Raw -5318151.787751 + Penalty 3513.574957 = -5314638.212794
  nChanged 444
		SP:Iteration 31Q (1219.370000 sec): 3 clusters
  Score: Raw -5318362.816596 + Penalty 3513.574957 = -5314849.241639
  nChanged 340
		SP:Iteration 32Q (1219.470000 sec): 3 clusters
  Score: Raw -5318496.126371 + Penalty 3513.574957 = -5314982.551414
  nChanged 243
		SP:Iteration 33Q (1219.580000 sec): 3 clusters
  Score: Raw -5318580.633774 + Penalty 3513.574957 = -5315067.058818
  nChanged 193
		SP:Iteration 34Q (1219.690000 sec): 3 clusters
  Score: Raw -5318648.811698 + Penalty 3513.574957 = -5315135.236741
  nChanged 152
		SP:Iteration 35Q (1219.790000 sec): 3 clusters
  Score: Raw -5318707.013925 + Penalty 3513.574957 = -5315193.438968
  nChanged 146
		SP:Iteration 36Q (1219.900000 sec): 3 clusters
  Score: Raw -5318776.080591 + Penalty 3513.574957 = -5315262.505635
  nChanged 146
		SP:Iteration 37Q (1220.010000 sec): 3 clusters
  Score: Raw -5318852.337225 + Penalty 3513.574957 = -5315338.762268
  nChanged 142
		SP:Iteration 38Q (1220.110000 sec): 3 clusters
  Score: Raw -5318916.226079 + Penalty 3513.574957 = -5315402.651122
  nChanged 116
		SP:Iteration 39Q (1220.210000 sec): 3 clusters
  Score: Raw -5318962.624174 + Penalty 3513.574957 = -5315449.049217
  nChanged 111
		SP:Iteration 40F (1220.340000 sec): 3 clusters
  Score: Raw -5319000.107395 + Penalty 3513.574957 = -5315486.532439
  nChanged 89
		SP:Iteration 41Q (1220.440000 sec): 3 clusters
  Score: Raw -5319025.180839 + Penalty 3513.574957 = -5315511.605882
  nChanged 75
		SP:Iteration 42Q (1220.540000 sec): 3 clusters
  Score: Raw -5319041.558921 + Penalty 3513.574957 = -5315527.983965
  nChanged 67
		SP:Iteration 43Q (1220.640000 sec): 3 clusters
  Score: Raw -5319055.006921 + Penalty 3513.574957 = -5315541.431964
  nChanged 56
		SP:Iteration 44Q (1220.740000 sec): 3 clusters
  Score: Raw -5319065.350770 + Penalty 3513.574957 = -5315551.775814
  nChanged 42
		SP:Iteration 45Q (1220.840000 sec): 3 clusters
  Score: Raw -5319075.445686 + Penalty 3513.574957 = -5315561.870730
  nChanged 40
		SP:Iteration 46Q (1220.940000 sec): 3 clusters
  Score: Raw -5319082.589140 + Penalty 3513.574957 = -5315569.014184
  nChanged 28
		SP:Iteration 47Q (1221.050000 sec): 3 clusters
  Score: Raw -5319086.191025 + Penalty 3513.574957 = -5315572.616068
  nChanged 25
		SP:Iteration 48Q (1221.150000 sec): 3 clusters
  Score: Raw -5319090.755626 + Penalty 3513.574957 = -5315577.180669
  nChanged 29
		SP:Iteration 49Q (1221.250000 sec): 3 clusters
  Score: Raw -5319094.833496 + Penalty 3513.574957 = -5315581.258539
  nChanged 23
		SP:Iteration 50Q (1221.350000 sec): 3 clusters
  Score: Raw -5319097.532244 + Penalty 3513.574957 = -5315583.957288
  nChanged 11
		SP:Iteration 51Q (1221.450000 sec): 3 clusters
  Score: Raw -5319098.474840 + Penalty 3513.574957 = -5315584.899883
  nChanged 13
		SP:Iteration 52Q (1221.550000 sec): 3 clusters
  Score: Raw -5319099.700231 + Penalty 3513.574957 = -5315586.125274
  nChanged 12
		SP:Iteration 53Q (1221.650000 sec): 3 clusters
  Score: Raw -5319100.737723 + Penalty 3513.574957 = -5315587.162767
  nChanged 7
		SP:Iteration 54Q (1221.750000 sec): 3 clusters
  Score: Raw -5319101.168540 + Penalty 3513.574957 = -5315587.593583
  nChanged 5
		SP:Iteration 55Q (1221.850000 sec): 3 clusters
  Score: Raw -5319101.570723 + Penalty 3513.574957 = -5315587.995766
  nChanged 4
		SP:Iteration 56Q (1221.950000 sec): 3 clusters
  Score: Raw -5319101.912334 + Penalty 3513.574957 = -5315588.337377
  nChanged 3
		SP:Iteration 57Q (1222.050000 sec): 3 clusters
  Score: Raw -5319102.098226 + Penalty 3513.574957 = -5315588.523269
  nChanged 2
		SP:Iteration 58Q (1222.150000 sec): 3 clusters
  Score: Raw -5319102.195404 + Penalty 3513.574957 = -5315588.620447
  nChanged 3
		SP:Iteration 59Q (1222.250000 sec): 3 clusters
  Score: Raw -5319102.330516 + Penalty 3513.574957 = -5315588.755560
  nChanged 1
		SP:Iteration 60F (1222.380000 sec): 3 clusters
  Score: Raw -5319102.383185 + Penalty 3513.574957 = -5315588.808228
  nChanged 1
		SP:Iteration 61Q (1222.480000 sec): 3 clusters
  Score: Raw -5319102.429774 + Penalty 3513.574957 = -5315588.854818
  nChanged 0
		SP:Iteration 62F (1222.610000 sec): 3 clusters
  Score: Raw -5319102.429774 + Penalty 3513.574957 = -5315588.854818
  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 14.07 GB.

 Trying to split cluster 24 (37069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1222.720000 sec): 2 clusters
  Score: Raw -4339294.170368 + Penalty 1709.587152 = -4337584.583216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1222.820000 sec): 3 clusters
  Score: Raw -4316163.819582 + Penalty 3419.174304 = -4312744.645279
  nChanged 17225
		SP:Iteration 1F (1222.920000 sec): 3 clusters
  Score: Raw -4325851.055959 + Penalty 3419.174304 = -4322431.881655
  nChanged 1698
		SP:Iteration 2Q (1223.020000 sec): 3 clusters
  Score: Raw -4326535.687109 + Penalty 3419.174304 = -4323116.512805
  nChanged 1890
		SP:Iteration 3F (1223.120000 sec): 3 clusters
  Score: Raw -4327416.024647 + Penalty 3419.174304 = -4323996.850343
  nChanged 2059
		SP:Iteration 4F (1223.220000 sec): 3 clusters
  Score: Raw -4328591.707998 + Penalty 3419.174304 = -4325172.533694
  nChanged 2330
		SP:Iteration 5F (1223.320000 sec): 3 clusters
  Score: Raw -4330070.449914 + Penalty 3419.174304 = -4326651.275610
  nChanged 2393
		SP:Iteration 6F (1223.420000 sec): 3 clusters
  Score: Raw -4331611.896690 + Penalty 3419.174304 = -4328192.722386
  nChanged 2187
		SP:Iteration 7F (1223.510000 sec): 3 clusters
  Score: Raw -4332828.742429 + Penalty 3419.174304 = -4329409.568125
  nChanged 1805
		SP:Iteration 8Q (1223.610000 sec): 3 clusters
  Score: Raw -4333654.350587 + Penalty 3419.174304 = -4330235.176284
  nChanged 1368
		SP:Iteration 9Q (1223.710000 sec): 3 clusters
  Score: Raw -4334166.000620 + Penalty 3419.174304 = -4330746.826316
  nChanged 1100
		SP:Iteration 10Q (1223.810000 sec): 3 clusters
  Score: Raw -4334516.714792 + Penalty 3419.174304 = -4331097.540488
  nChanged 907
		SP:Iteration 11Q (1223.900000 sec): 3 clusters
  Score: Raw -4334775.776200 + Penalty 3419.174304 = -4331356.601896
  nChanged 765
		SP:Iteration 12Q (1224.010000 sec): 3 clusters
  Score: Raw -4334978.264934 + Penalty 3419.174304 = -4331559.090630
  nChanged 693
		SP:Iteration 13Q (1224.110000 sec): 3 clusters
  Score: Raw -4335158.951169 + Penalty 3419.174304 = -4331739.776865
  nChanged 665
		SP:Iteration 14Q (1224.210000 sec): 3 clusters
  Score: Raw -4335333.142533 + Penalty 3419.174304 = -4331913.968229
  nChanged 636
		SP:Iteration 15Q (1224.310000 sec): 3 clusters
  Score: Raw -4335502.022726 + Penalty 3419.174304 = -4332082.848422
  nChanged 650
		SP:Iteration 16Q (1224.400000 sec): 3 clusters
  Score: Raw -4335675.335103 + Penalty 3419.174304 = -4332256.160799
  nChanged 623
		SP:Iteration 17Q (1224.490000 sec): 3 clusters
  Score: Raw -4335836.947976 + Penalty 3419.174304 = -4332417.773672
  nChanged 624
		SP:Iteration 18Q (1224.590000 sec): 3 clusters
  Score: Raw -4336005.602820 + Penalty 3419.174304 = -4332586.428516
  nChanged 648
		SP:Iteration 19Q (1224.680000 sec): 3 clusters
  Score: Raw -4336190.133813 + Penalty 3419.174304 = -4332770.959509
  nChanged 657
		SP:Iteration 20F (1224.780000 sec): 3 clusters
  Score: Raw -4336378.203968 + Penalty 3419.174304 = -4332959.029664
  nChanged 628
		SP:Iteration 21Q (1224.870000 sec): 3 clusters
  Score: Raw -4336555.766759 + Penalty 3419.174304 = -4333136.592455
  nChanged 601
		SP:Iteration 22Q (1224.950000 sec): 3 clusters
  Score: Raw -4336731.874912 + Penalty 3419.174304 = -4333312.700608
  nChanged 607
		SP:Iteration 23Q (1225.040000 sec): 3 clusters
  Score: Raw -4336929.084384 + Penalty 3419.174304 = -4333509.910080
  nChanged 655
		SP:Iteration 24Q (1225.130000 sec): 3 clusters
  Score: Raw -4337177.772318 + Penalty 3419.174304 = -4333758.598014
  nChanged 699
		SP:Iteration 25Q (1225.220000 sec): 3 clusters
  Score: Raw -4337472.791144 + Penalty 3419.174304 = -4334053.616840
  nChanged 690
		SP:Iteration 26Q (1225.300000 sec): 3 clusters
  Score: Raw -4337773.470761 + Penalty 3419.174304 = -4334354.296457
  nChanged 648
		SP:Iteration 27Q (1225.390000 sec): 3 clusters
  Score: Raw -4338065.175493 + Penalty 3419.174304 = -4334646.001189
  nChanged 592
		SP:Iteration 28Q (1225.470000 sec): 3 clusters
  Score: Raw -4338340.716339 + Penalty 3419.174304 = -4334921.542035
  nChanged 559
		SP:Iteration 29Q (1225.550000 sec): 3 clusters
  Score: Raw -4338599.327221 + Penalty 3419.174304 = -4335180.152917
  nChanged 458
		SP:Iteration 30Q (1225.640000 sec): 3 clusters
  Score: Raw -4338814.709310 + Penalty 3419.174304 = -4335395.535006
  nChanged 418
		SP:Iteration 31Q (1225.720000 sec): 3 clusters
  Score: Raw -4339012.071297 + Penalty 3419.174304 = -4335592.896993
  nChanged 354
		SP:Iteration 32Q (1225.800000 sec): 3 clusters
  Score: Raw -4339184.880362 + Penalty 3419.174304 = -4335765.706058
  nChanged 309
		SP:Iteration 33Q (1225.870000 sec): 3 clusters
  Score: Raw -4339318.096796 + Penalty 3419.174304 = -4335898.922492
  nChanged 206
		SP:Iteration 34Q (1225.950000 sec): 3 clusters
  Score: Raw -4339401.548025 + Penalty 3419.174304 = -4335982.373721
  nChanged 171
		SP:Iteration 35Q (1226.030000 sec): 3 clusters
  Score: Raw -4339464.782833 + Penalty 3419.174304 = -4336045.608529
  nChanged 126
		SP:Iteration 36Q (1226.110000 sec): 3 clusters
  Score: Raw -4339510.232461 + Penalty 3419.174304 = -4336091.058157
  nChanged 114
		SP:Iteration 37Q (1226.180000 sec): 3 clusters
  Score: Raw -4339552.241056 + Penalty 3419.174304 = -4336133.066752
  nChanged 91
		SP:Iteration 38Q (1226.250000 sec): 3 clusters
  Score: Raw -4339584.527535 + Penalty 3419.174304 = -4336165.353231
  nChanged 77
		SP:Iteration 39Q (1226.330000 sec): 3 clusters
  Score: Raw -4339612.679292 + Penalty 3419.174304 = -4336193.504988
  nChanged 71
		SP:Iteration 40F (1226.430000 sec): 3 clusters
  Score: Raw -4339638.595164 + Penalty 3419.174304 = -4336219.420860
  nChanged 48
		SP:Iteration 41Q (1226.500000 sec): 3 clusters
  Score: Raw -4339653.814973 + Penalty 3419.174304 = -4336234.640669
  nChanged 37
		SP:Iteration 42Q (1226.570000 sec): 3 clusters
  Score: Raw -4339666.656963 + Penalty 3419.174304 = -4336247.482659
  nChanged 43
		SP:Iteration 43Q (1226.650000 sec): 3 clusters
  Score: Raw -4339680.633832 + Penalty 3419.174304 = -4336261.459529
  nChanged 36
		SP:Iteration 44Q (1226.720000 sec): 3 clusters
  Score: Raw -4339693.087184 + Penalty 3419.174304 = -4336273.912880
  nChanged 30
		SP:Iteration 45Q (1226.790000 sec): 3 clusters
  Score: Raw -4339704.850940 + Penalty 3419.174304 = -4336285.676636
  nChanged 33
		SP:Iteration 46Q (1226.870000 sec): 3 clusters
  Score: Raw -4339716.559921 + Penalty 3419.174304 = -4336297.385617
  nChanged 32
		SP:Iteration 47Q (1226.940000 sec): 3 clusters
  Score: Raw -4339728.243674 + Penalty 3419.174304 = -4336309.069370
  nChanged 28
		SP:Iteration 48Q (1227.010000 sec): 3 clusters
  Score: Raw -4339738.158786 + Penalty 3419.174304 = -4336318.984483
  nChanged 30
		SP:Iteration 49Q (1227.080000 sec): 3 clusters
  Score: Raw -4339747.559657 + Penalty 3419.174304 = -4336328.385353
  nChanged 22
		SP:Iteration 50Q (1227.150000 sec): 3 clusters
  Score: Raw -4339753.850206 + Penalty 3419.174304 = -4336334.675902
  nChanged 15
		SP:Iteration 51Q (1227.230000 sec): 3 clusters
  Score: Raw -4339759.116525 + Penalty 3419.174304 = -4336339.942221
  nChanged 12
		SP:Iteration 52Q (1227.300000 sec): 3 clusters
  Score: Raw -4339763.027090 + Penalty 3419.174304 = -4336343.852786
  nChanged 14
		SP:Iteration 53Q (1227.370000 sec): 3 clusters
  Score: Raw -4339767.711222 + Penalty 3419.174304 = -4336348.536918
  nChanged 14
		SP:Iteration 54Q (1227.440000 sec): 3 clusters
  Score: Raw -4339772.051810 + Penalty 3419.174304 = -4336352.877507
  nChanged 6
		SP:Iteration 55Q (1227.510000 sec): 3 clusters
  Score: Raw -4339773.604631 + Penalty 3419.174304 = -4336354.430327
  nChanged 10
		SP:Iteration 56Q (1227.580000 sec): 3 clusters
  Score: Raw -4339775.755102 + Penalty 3419.174304 = -4336356.580798
  nChanged 6
		SP:Iteration 57Q (1227.650000 sec): 3 clusters
  Score: Raw -4339777.330569 + Penalty 3419.174304 = -4336358.156265
  nChanged 4
		SP:Iteration 58Q (1227.720000 sec): 3 clusters
  Score: Raw -4339778.440169 + Penalty 3419.174304 = -4336359.265865
  nChanged 5
		SP:Iteration 59Q (1227.790000 sec): 3 clusters
  Score: Raw -4339779.630401 + Penalty 3419.174304 = -4336360.456097
  nChanged 5
		SP:Iteration 60F (1227.890000 sec): 3 clusters
  Score: Raw -4339780.734794 + Penalty 3419.174304 = -4336361.560490
  nChanged 3
		SP:Iteration 61Q (1227.960000 sec): 3 clusters
  Score: Raw -4339781.656740 + Penalty 3419.174304 = -4336362.482436
  nChanged 4
		SP:Iteration 62Q (1228.030000 sec): 3 clusters
  Score: Raw -4339782.596289 + Penalty 3419.174304 = -4336363.421985
  nChanged 2
		SP:Iteration 63Q (1228.110000 sec): 3 clusters
  Score: Raw -4339783.302946 + Penalty 3419.174304 = -4336364.128642
  nChanged 1
		SP:Iteration 64Q (1228.170000 sec): 3 clusters
  Score: Raw -4339783.510990 + Penalty 3419.174304 = -4336364.336686
  nChanged 0
		SP:Iteration 65F (1228.270000 sec): 3 clusters
  Score: Raw -4339783.510990 + Penalty 3419.174304 = -4336364.336686
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (13330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1228.320000 sec): 2 clusters
  Score: Raw -1525816.512511 + Penalty 1543.388017 = -1524273.124494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1228.350000 sec): 3 clusters
  Score: Raw -1518025.386031 + Penalty 3086.776034 = -1514938.609997
  nChanged 5975
		SP:Iteration 1F (1228.390000 sec): 3 clusters
  Score: Raw -1521264.862900 + Penalty 3086.776034 = -1518178.086865
  nChanged 838
		SP:Iteration 2F (1228.420000 sec): 3 clusters
  Score: Raw -1521660.608919 + Penalty 3086.776034 = -1518573.832885
  nChanged 739
		SP:Iteration 3F (1228.460000 sec): 3 clusters
  Score: Raw -1521995.654688 + Penalty 3086.776034 = -1518908.878654
  nChanged 665
		SP:Iteration 4Q (1228.490000 sec): 3 clusters
  Score: Raw -1522284.317945 + Penalty 3086.776034 = -1519197.541911
  nChanged 578
		SP:Iteration 5Q (1228.530000 sec): 3 clusters
  Score: Raw -1522512.695602 + Penalty 3086.776034 = -1519425.919567
  nChanged 527
		SP:Iteration 6Q (1228.560000 sec): 3 clusters
  Score: Raw -1522717.609906 + Penalty 3086.776034 = -1519630.833872
  nChanged 504
		SP:Iteration 7Q (1228.590000 sec): 3 clusters
  Score: Raw -1522918.512603 + Penalty 3086.776034 = -1519831.736569
  nChanged 466
		SP:Iteration 8Q (1228.630000 sec): 3 clusters
  Score: Raw -1523112.136811 + Penalty 3086.776034 = -1520025.360777
  nChanged 435
		SP:Iteration 9Q (1228.660000 sec): 3 clusters
  Score: Raw -1523299.249289 + Penalty 3086.776034 = -1520212.473255
  nChanged 430
		SP:Iteration 10Q (1228.690000 sec): 3 clusters
  Score: Raw -1523460.042630 + Penalty 3086.776034 = -1520373.266595
  nChanged 411
		SP:Iteration 11Q (1228.730000 sec): 3 clusters
  Score: Raw -1523613.422307 + Penalty 3086.776034 = -1520526.646273
  nChanged 374
		SP:Iteration 12Q (1228.760000 sec): 3 clusters
  Score: Raw -1523758.927785 + Penalty 3086.776034 = -1520672.151750
  nChanged 369
		SP:Iteration 13Q (1228.790000 sec): 3 clusters
  Score: Raw -1523911.867946 + Penalty 3086.776034 = -1520825.091912
  nChanged 351
		SP:Iteration 14Q (1228.830000 sec): 3 clusters
  Score: Raw -1524071.332130 + Penalty 3086.776034 = -1520984.556096
  nChanged 308
		SP:Iteration 15Q (1228.860000 sec): 3 clusters
  Score: Raw -1524210.805929 + Penalty 3086.776034 = -1521124.029895
  nChanged 317
		SP:Iteration 16Q (1228.890000 sec): 3 clusters
  Score: Raw -1524348.108507 + Penalty 3086.776034 = -1521261.332473
  nChanged 314
		SP:Iteration 17Q (1228.930000 sec): 3 clusters
  Score: Raw -1524487.733926 + Penalty 3086.776034 = -1521400.957892
  nChanged 341
		SP:Iteration 18Q (1228.960000 sec): 3 clusters
  Score: Raw -1524659.424488 + Penalty 3086.776034 = -1521572.648454
  nChanged 321
		SP:Iteration 19Q (1228.990000 sec): 3 clusters
  Score: Raw -1524820.227830 + Penalty 3086.776034 = -1521733.451796
  nChanged 290
		SP:Iteration 20F (1229.030000 sec): 3 clusters
  Score: Raw -1524981.192631 + Penalty 3086.776034 = -1521894.416597
  nChanged 321
		SP:Iteration 21Q (1229.060000 sec): 3 clusters
  Score: Raw -1525157.538990 + Penalty 3086.776034 = -1522070.762956
  nChanged 282
		SP:Iteration 22Q (1229.090000 sec): 3 clusters
  Score: Raw -1525292.838729 + Penalty 3086.776034 = -1522206.062694
  nChanged 276
		SP:Iteration 23Q (1229.130000 sec): 3 clusters
  Score: Raw -1525415.780234 + Penalty 3086.776034 = -1522329.004200
  nChanged 244
		SP:Iteration 24Q (1229.160000 sec): 3 clusters
  Score: Raw -1525513.203334 + Penalty 3086.776034 = -1522426.427300
  nChanged 213
		SP:Iteration 25Q (1229.190000 sec): 3 clusters
  Score: Raw -1525596.951764 + Penalty 3086.776034 = -1522510.175730
  nChanged 184
		SP:Iteration 26Q (1229.220000 sec): 3 clusters
  Score: Raw -1525670.408807 + Penalty 3086.776034 = -1522583.632772
  nChanged 181
		SP:Iteration 27Q (1229.250000 sec): 3 clusters
  Score: Raw -1525730.859771 + Penalty 3086.776034 = -1522644.083737
  nChanged 147
		SP:Iteration 28Q (1229.280000 sec): 3 clusters
  Score: Raw -1525773.787740 + Penalty 3086.776034 = -1522687.011706
  nChanged 138
		SP:Iteration 29Q (1229.310000 sec): 3 clusters
  Score: Raw -1525808.404171 + Penalty 3086.776034 = -1522721.628136
  nChanged 125
		SP:Iteration 30Q (1229.350000 sec): 3 clusters
  Score: Raw -1525835.374371 + Penalty 3086.776034 = -1522748.598337
  nChanged 94
		SP:Iteration 31Q (1229.370000 sec): 3 clusters
  Score: Raw -1525856.765218 + Penalty 3086.776034 = -1522769.989184
  nChanged 96
		SP:Iteration 32Q (1229.400000 sec): 3 clusters
  Score: Raw -1525880.555166 + Penalty 3086.776034 = -1522793.779132
  nChanged 101
		SP:Iteration 33Q (1229.430000 sec): 3 clusters
  Score: Raw -1525906.626094 + Penalty 3086.776034 = -1522819.850059
  nChanged 106
		SP:Iteration 34Q (1229.460000 sec): 3 clusters
  Score: Raw -1525934.885509 + Penalty 3086.776034 = -1522848.109475
  nChanged 97
		SP:Iteration 35Q (1229.490000 sec): 3 clusters
  Score: Raw -1525957.216145 + Penalty 3086.776034 = -1522870.440111
  nChanged 87
		SP:Iteration 36Q (1229.520000 sec): 3 clusters
  Score: Raw -1525977.003940 + Penalty 3086.776034 = -1522890.227906
  nChanged 78
		SP:Iteration 37Q (1229.550000 sec): 3 clusters
  Score: Raw -1525993.183262 + Penalty 3086.776034 = -1522906.407228
  nChanged 78
		SP:Iteration 38Q (1229.580000 sec): 3 clusters
  Score: Raw -1526010.951288 + Penalty 3086.776034 = -1522924.175254
  nChanged 76
		SP:Iteration 39Q (1229.610000 sec): 3 clusters
  Score: Raw -1526027.493082 + Penalty 3086.776034 = -1522940.717047
  nChanged 70
		SP:Iteration 40F (1229.650000 sec): 3 clusters
  Score: Raw -1526042.737330 + Penalty 3086.776034 = -1522955.961296
  nChanged 58
		SP:Iteration 41Q (1229.670000 sec): 3 clusters
  Score: Raw -1526055.332212 + Penalty 3086.776034 = -1522968.556177
  nChanged 64
		SP:Iteration 42Q (1229.700000 sec): 3 clusters
  Score: Raw -1526068.414464 + Penalty 3086.776034 = -1522981.638429
  nChanged 54
		SP:Iteration 43Q (1229.730000 sec): 3 clusters
  Score: Raw -1526078.430057 + Penalty 3086.776034 = -1522991.654022
  nChanged 56
		SP:Iteration 44Q (1229.760000 sec): 3 clusters
  Score: Raw -1526090.697113 + Penalty 3086.776034 = -1523003.921078
  nChanged 65
		SP:Iteration 45Q (1229.790000 sec): 3 clusters
  Score: Raw -1526105.065217 + Penalty 3086.776034 = -1523018.289183
  nChanged 63
		SP:Iteration 46Q (1229.820000 sec): 3 clusters
  Score: Raw -1526119.040319 + Penalty 3086.776034 = -1523032.264284
  nChanged 71
		SP:Iteration 47Q (1229.850000 sec): 3 clusters
  Score: Raw -1526136.591675 + Penalty 3086.776034 = -1523049.815641
  nChanged 59
		SP:Iteration 48Q (1229.880000 sec): 3 clusters
  Score: Raw -1526149.497862 + Penalty 3086.776034 = -1523062.721828
  nChanged 59
		SP:Iteration 49Q (1229.910000 sec): 3 clusters
  Score: Raw -1526162.972273 + Penalty 3086.776034 = -1523076.196239
  nChanged 58
		SP:Iteration 50Q (1229.930000 sec): 3 clusters
  Score: Raw -1526175.876520 + Penalty 3086.776034 = -1523089.100486
  nChanged 52
		SP:Iteration 51Q (1229.960000 sec): 3 clusters
  Score: Raw -1526188.501145 + Penalty 3086.776034 = -1523101.725111
  nChanged 47
		SP:Iteration 52Q (1229.990000 sec): 3 clusters
  Score: Raw -1526198.680911 + Penalty 3086.776034 = -1523111.904877
  nChanged 35
		SP:Iteration 53Q (1230.020000 sec): 3 clusters
  Score: Raw -1526206.152205 + Penalty 3086.776034 = -1523119.376171
  nChanged 22
		SP:Iteration 54Q (1230.050000 sec): 3 clusters
  Score: Raw -1526209.905132 + Penalty 3086.776034 = -1523123.129097
  nChanged 22
		SP:Iteration 55Q (1230.070000 sec): 3 clusters
  Score: Raw -1526214.573985 + Penalty 3086.776034 = -1523127.797951
  nChanged 23
		SP:Iteration 56Q (1230.100000 sec): 3 clusters
  Score: Raw -1526218.928264 + Penalty 3086.776034 = -1523132.152229
  nChanged 18
		SP:Iteration 57Q (1230.130000 sec): 3 clusters
  Score: Raw -1526221.976870 + Penalty 3086.776034 = -1523135.200836
  nChanged 11
		SP:Iteration 58Q (1230.160000 sec): 3 clusters
  Score: Raw -1526224.039282 + Penalty 3086.776034 = -1523137.263248
  nChanged 12
		SP:Iteration 59Q (1230.190000 sec): 3 clusters
  Score: Raw -1526225.850246 + Penalty 3086.776034 = -1523139.074212
  nChanged 13
		SP:Iteration 60F (1230.230000 sec): 3 clusters
  Score: Raw -1526227.785030 + Penalty 3086.776034 = -1523141.008995
  nChanged 11
		SP:Iteration 61Q (1230.250000 sec): 3 clusters
  Score: Raw -1526229.190690 + Penalty 3086.776034 = -1523142.414656
  nChanged 7
		SP:Iteration 62Q (1230.290000 sec): 3 clusters
  Score: Raw -1526229.932298 + Penalty 3086.776034 = -1523143.156264
  nChanged 5
		SP:Iteration 63Q (1230.310000 sec): 3 clusters
  Score: Raw -1526230.824213 + Penalty 3086.776034 = -1523144.048179
  nChanged 4
		SP:Iteration 64Q (1230.340000 sec): 3 clusters
  Score: Raw -1526231.383928 + Penalty 3086.776034 = -1523144.607894
  nChanged 4
		SP:Iteration 65Q (1230.370000 sec): 3 clusters
  Score: Raw -1526232.005844 + Penalty 3086.776034 = -1523145.229809
  nChanged 2
		SP:Iteration 66Q (1230.400000 sec): 3 clusters
  Score: Raw -1526232.291490 + Penalty 3086.776034 = -1523145.515456
  nChanged 0
		SP:Iteration 67F (1230.430000 sec): 3 clusters
  Score: Raw -1526232.291490 + Penalty 3086.776034 = -1523145.515456
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (53485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1230.590000 sec): 2 clusters
  Score: Raw -6242377.797839 + Penalty 1769.162934 = -6240608.634905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1230.730000 sec): 3 clusters
  Score: Raw -6208358.124791 + Penalty 3538.325869 = -6204819.798922
  nChanged 25145
		SP:Iteration 1F (1230.880000 sec): 3 clusters
  Score: Raw -6222623.280907 + Penalty 3538.325869 = -6219084.955038
  nChanged 2107
		SP:Iteration 2Q (1231.030000 sec): 3 clusters
  Score: Raw -6223252.817577 + Penalty 3538.325869 = -6219714.491708
  nChanged 2199
		SP:Iteration 3Q (1231.180000 sec): 3 clusters
  Score: Raw -6223986.891089 + Penalty 3538.325869 = -6220448.565220
  nChanged 2413
		SP:Iteration 4Q (1231.330000 sec): 3 clusters
  Score: Raw -6224920.490628 + Penalty 3538.325869 = -6221382.164759
  nChanged 2664
		SP:Iteration 5Q (1231.470000 sec): 3 clusters
  Score: Raw -6226185.245841 + Penalty 3538.325869 = -6222646.919972
  nChanged 3059
		SP:Iteration 6F (1231.630000 sec): 3 clusters
  Score: Raw -6227994.932577 + Penalty 3538.325869 = -6224456.606708
  nChanged 3572
		SP:Iteration 7F (1231.770000 sec): 3 clusters
  Score: Raw -6230620.108246 + Penalty 3538.325869 = -6227081.782377
  nChanged 3759
		SP:Iteration 8F (1231.910000 sec): 3 clusters
  Score: Raw -6233815.759757 + Penalty 3538.325869 = -6230277.433888
  nChanged 3370
		SP:Iteration 9F (1232.060000 sec): 3 clusters
  Score: Raw -6237050.549878 + Penalty 3538.325869 = -6233512.224009
  nChanged 2390
		SP:Iteration 10Q (1232.200000 sec): 3 clusters
  Score: Raw -6239396.776373 + Penalty 3538.325869 = -6235858.450504
  nChanged 1393
		SP:Iteration 11Q (1232.330000 sec): 3 clusters
  Score: Raw -6240722.890817 + Penalty 3538.325869 = -6237184.564949
  nChanged 799
		SP:Iteration 12Q (1232.460000 sec): 3 clusters
  Score: Raw -6241468.696272 + Penalty 3538.325869 = -6237930.370403
  nChanged 506
		SP:Iteration 13Q (1232.570000 sec): 3 clusters
  Score: Raw -6241899.042152 + Penalty 3538.325869 = -6238360.716283
  nChanged 345
		SP:Iteration 14Q (1232.690000 sec): 3 clusters
  Score: Raw -6242134.517405 + Penalty 3538.325869 = -6238596.191536
  nChanged 251
		SP:Iteration 15Q (1232.800000 sec): 3 clusters
  Score: Raw -6242283.189335 + Penalty 3538.325869 = -6238744.863466
  nChanged 216
		SP:Iteration 16Q (1232.900000 sec): 3 clusters
  Score: Raw -6242395.249148 + Penalty 3538.325869 = -6238856.923279
  nChanged 160
		SP:Iteration 17Q (1233.010000 sec): 3 clusters
  Score: Raw -6242470.182209 + Penalty 3538.325869 = -6238931.856340
  nChanged 132
		SP:Iteration 18Q (1233.110000 sec): 3 clusters
  Score: Raw -6242525.745753 + Penalty 3538.325869 = -6238987.419884
  nChanged 87
		SP:Iteration 19Q (1233.220000 sec): 3 clusters
  Score: Raw -6242555.140502 + Penalty 3538.325869 = -6239016.814633
  nChanged 85
		SP:Iteration 20F (1233.360000 sec): 3 clusters
  Score: Raw -6242580.323203 + Penalty 3538.325869 = -6239041.997335
  nChanged 67
		SP:Iteration 21Q (1233.470000 sec): 3 clusters
  Score: Raw -6242601.380345 + Penalty 3538.325869 = -6239063.054476
  nChanged 52
		SP:Iteration 22Q (1233.580000 sec): 3 clusters
  Score: Raw -6242620.722086 + Penalty 3538.325869 = -6239082.396217
  nChanged 53
		SP:Iteration 23Q (1233.690000 sec): 3 clusters
  Score: Raw -6242636.706622 + Penalty 3538.325869 = -6239098.380753
  nChanged 33
		SP:Iteration 24Q (1233.790000 sec): 3 clusters
  Score: Raw -6242646.021658 + Penalty 3538.325869 = -6239107.695789
  nChanged 30
		SP:Iteration 25Q (1233.890000 sec): 3 clusters
  Score: Raw -6242653.839238 + Penalty 3538.325869 = -6239115.513369
  nChanged 28
		SP:Iteration 26Q (1234.000000 sec): 3 clusters
  Score: Raw -6242661.620065 + Penalty 3538.325869 = -6239123.294196
  nChanged 22
		SP:Iteration 27Q (1234.110000 sec): 3 clusters
  Score: Raw -6242668.446052 + Penalty 3538.325869 = -6239130.120183
  nChanged 23
		SP:Iteration 28Q (1234.210000 sec): 3 clusters
  Score: Raw -6242675.660408 + Penalty 3538.325869 = -6239137.334539
  nChanged 24
		SP:Iteration 29Q (1234.320000 sec): 3 clusters
  Score: Raw -6242682.294167 + Penalty 3538.325869 = -6239143.968298
  nChanged 22
		SP:Iteration 30Q (1234.430000 sec): 3 clusters
  Score: Raw -6242687.550616 + Penalty 3538.325869 = -6239149.224747
  nChanged 15
		SP:Iteration 31Q (1234.530000 sec): 3 clusters
  Score: Raw -6242691.320948 + Penalty 3538.325869 = -6239152.995079
  nChanged 16
		SP:Iteration 32Q (1234.630000 sec): 3 clusters
  Score: Raw -6242694.663842 + Penalty 3538.325869 = -6239156.337973
  nChanged 11
		SP:Iteration 33Q (1234.730000 sec): 3 clusters
  Score: Raw -6242696.329175 + Penalty 3538.325869 = -6239158.003306
  nChanged 7
		SP:Iteration 34Q (1234.840000 sec): 3 clusters
  Score: Raw -6242697.605945 + Penalty 3538.325869 = -6239159.280076
  nChanged 6
		SP:Iteration 35Q (1234.940000 sec): 3 clusters
  Score: Raw -6242698.874156 + Penalty 3538.325869 = -6239160.548287
  nChanged 8
		SP:Iteration 36Q (1235.040000 sec): 3 clusters
  Score: Raw -6242700.759234 + Penalty 3538.325869 = -6239162.433365
  nChanged 13
		SP:Iteration 37Q (1235.160000 sec): 3 clusters
  Score: Raw -6242704.064464 + Penalty 3538.325869 = -6239165.738596
  nChanged 16
		SP:Iteration 38Q (1235.270000 sec): 3 clusters
  Score: Raw -6242708.116354 + Penalty 3538.325869 = -6239169.790485
  nChanged 16
		SP:Iteration 39Q (1235.370000 sec): 3 clusters
  Score: Raw -6242710.597096 + Penalty 3538.325869 = -6239172.271227
  nChanged 8
		SP:Iteration 40F (1235.510000 sec): 3 clusters
  Score: Raw -6242711.981190 + Penalty 3538.325869 = -6239173.655321
  nChanged 6
		SP:Iteration 41Q (1235.610000 sec): 3 clusters
  Score: Raw -6242713.410175 + Penalty 3538.325869 = -6239175.084306
  nChanged 6
		SP:Iteration 42Q (1235.720000 sec): 3 clusters
  Score: Raw -6242715.285083 + Penalty 3538.325869 = -6239176.959214
  nChanged 8
		SP:Iteration 43Q (1235.820000 sec): 3 clusters
  Score: Raw -6242716.918748 + Penalty 3538.325869 = -6239178.592879
  nChanged 12
		SP:Iteration 44Q (1235.920000 sec): 3 clusters
  Score: Raw -6242719.369295 + Penalty 3538.325869 = -6239181.043426
  nChanged 8
		SP:Iteration 45Q (1236.020000 sec): 3 clusters
  Score: Raw -6242721.174087 + Penalty 3538.325869 = -6239182.848218
  nChanged 5
		SP:Iteration 46Q (1236.130000 sec): 3 clusters
  Score: Raw -6242722.278631 + Penalty 3538.325869 = -6239183.952762
  nChanged 4
		SP:Iteration 47Q (1236.230000 sec): 3 clusters
  Score: Raw -6242723.069206 + Penalty 3538.325869 = -6239184.743337
  nChanged 3
		SP:Iteration 48Q (1236.330000 sec): 3 clusters
  Score: Raw -6242723.998195 + Penalty 3538.325869 = -6239185.672326
  nChanged 6
		SP:Iteration 49Q (1236.440000 sec): 3 clusters
  Score: Raw -6242725.350354 + Penalty 3538.325869 = -6239187.024485
  nChanged 3
		SP:Iteration 50Q (1236.540000 sec): 3 clusters
  Score: Raw -6242726.032970 + Penalty 3538.325869 = -6239187.707101
  nChanged 7
		SP:Iteration 51Q (1236.640000 sec): 3 clusters
  Score: Raw -6242727.289520 + Penalty 3538.325869 = -6239188.963651
  nChanged 4
		SP:Iteration 52Q (1236.750000 sec): 3 clusters
  Score: Raw -6242728.186123 + Penalty 3538.325869 = -6239189.860254
  nChanged 5
		SP:Iteration 53Q (1236.860000 sec): 3 clusters
  Score: Raw -6242728.982912 + Penalty 3538.325869 = -6239190.657043
  nChanged 3
		SP:Iteration 54Q (1236.960000 sec): 3 clusters
  Score: Raw -6242729.648131 + Penalty 3538.325869 = -6239191.322262
  nChanged 5
		SP:Iteration 55Q (1237.060000 sec): 3 clusters
  Score: Raw -6242730.912707 + Penalty 3538.325869 = -6239192.586838
  nChanged 4
		SP:Iteration 56Q (1237.160000 sec): 3 clusters
  Score: Raw -6242731.711955 + Penalty 3538.325869 = -6239193.386086
  nChanged 2
		SP:Iteration 57Q (1237.260000 sec): 3 clusters
  Score: Raw -6242732.364715 + Penalty 3538.325869 = -6239194.038846
  nChanged 3
		SP:Iteration 58Q (1237.370000 sec): 3 clusters
  Score: Raw -6242733.153482 + Penalty 3538.325869 = -6239194.827613
  nChanged 5
		SP:Iteration 59Q (1237.470000 sec): 3 clusters
  Score: Raw -6242734.794037 + Penalty 3538.325869 = -6239196.468168
  nChanged 9
		SP:Iteration 60F (1237.610000 sec): 3 clusters
  Score: Raw -6242736.593320 + Penalty 3538.325869 = -6239198.267451
  nChanged 7
		SP:Iteration 61Q (1237.710000 sec): 3 clusters
  Score: Raw -6242738.479063 + Penalty 3538.325869 = -6239200.153194
  nChanged 10
		SP:Iteration 62Q (1237.810000 sec): 3 clusters
  Score: Raw -6242741.352558 + Penalty 3538.325869 = -6239203.026689
  nChanged 7
		SP:Iteration 63Q (1237.910000 sec): 3 clusters
  Score: Raw -6242743.672704 + Penalty 3538.325869 = -6239205.346835
  nChanged 10
		SP:Iteration 64Q (1238.010000 sec): 3 clusters
  Score: Raw -6242746.666586 + Penalty 3538.325869 = -6239208.340717
  nChanged 12
		SP:Iteration 65Q (1238.110000 sec): 3 clusters
  Score: Raw -6242750.287085 + Penalty 3538.325869 = -6239211.961216
  nChanged 8
		SP:Iteration 66Q (1238.210000 sec): 3 clusters
  Score: Raw -6242753.457830 + Penalty 3538.325869 = -6239215.131961
  nChanged 7
		SP:Iteration 67Q (1238.310000 sec): 3 clusters
  Score: Raw -6242754.978556 + Penalty 3538.325869 = -6239216.652687
  nChanged 3
		SP:Iteration 68Q (1238.410000 sec): 3 clusters
  Score: Raw -6242755.607047 + Penalty 3538.325869 = -6239217.281178
  nChanged 2
		SP:Iteration 69Q (1238.510000 sec): 3 clusters
  Score: Raw -6242756.014942 + Penalty 3538.325869 = -6239217.689073
  nChanged 1
		SP:Iteration 70Q (1238.610000 sec): 3 clusters
  Score: Raw -6242756.329675 + Penalty 3538.325869 = -6239218.003806
  nChanged 3
		SP:Iteration 71Q (1238.710000 sec): 3 clusters
  Score: Raw -6242757.135644 + Penalty 3538.325869 = -6239218.809775
  nChanged 3
		SP:Iteration 72Q (1238.820000 sec): 3 clusters
  Score: Raw -6242757.555588 + Penalty 3538.325869 = -6239219.229719
  nChanged 2
		SP:Iteration 73Q (1238.920000 sec): 3 clusters
  Score: Raw -6242757.898726 + Penalty 3538.325869 = -6239219.572857
  nChanged 2
		SP:Iteration 74Q (1239.020000 sec): 3 clusters
  Score: Raw -6242758.106654 + Penalty 3538.325869 = -6239219.780785
  nChanged 1
		SP:Iteration 75Q (1239.120000 sec): 3 clusters
  Score: Raw -6242758.418229 + Penalty 3538.325869 = -6239220.092360
  nChanged 1
		SP:Iteration 76Q (1239.220000 sec): 3 clusters
  Score: Raw -6242758.711986 + Penalty 3538.325869 = -6239220.386117
  nChanged 0
		SP:Iteration 77F (1239.360000 sec): 3 clusters
  Score: Raw -6242758.711986 + Penalty 3538.325869 = -6239220.386117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (14977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1239.430000 sec): 2 clusters
  Score: Raw -1563326.278510 + Penalty 1562.319033 = -1561763.959477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1239.470000 sec): 3 clusters
  Score: Raw -1554769.032921 + Penalty 3124.638065 = -1551644.394856
  nChanged 6698
		SP:Iteration 1F (1239.510000 sec): 3 clusters
  Score: Raw -1562409.976260 + Penalty 3124.638065 = -1559285.338195
  nChanged 2026
		SP:Iteration 2F (1239.550000 sec): 3 clusters
  Score: Raw -1565414.644324 + Penalty 3124.638065 = -1562290.006259
  nChanged 1458
		SP:Iteration 3F (1239.590000 sec): 3 clusters
  Score: Raw -1566944.194312 + Penalty 3124.638065 = -1563819.556247
  nChanged 874
		SP:Iteration 4F (1239.620000 sec): 3 clusters
  Score: Raw -1567632.184785 + Penalty 3124.638065 = -1564507.546719
  nChanged 538
		SP:Iteration 5Q (1239.660000 sec): 3 clusters
  Score: Raw -1568011.200543 + Penalty 3124.638065 = -1564886.562477
  nChanged 377
		SP:Iteration 6Q (1239.700000 sec): 3 clusters
  Score: Raw -1568254.246553 + Penalty 3124.638065 = -1565129.608488
  nChanged 253
		SP:Iteration 7Q (1239.730000 sec): 3 clusters
  Score: Raw -1568343.284581 + Penalty 3124.638065 = -1565218.646516
  nChanged 160
		SP:Iteration 8Q (1239.770000 sec): 3 clusters
  Score: Raw -1568381.650652 + Penalty 3124.638065 = -1565257.012587
  nChanged 115
		SP:Iteration 9Q (1239.800000 sec): 3 clusters
  Score: Raw -1568406.228263 + Penalty 3124.638065 = -1565281.590198
  nChanged 86
		SP:Iteration 10Q (1239.840000 sec): 3 clusters
  Score: Raw -1568426.020751 + Penalty 3124.638065 = -1565301.382685
  nChanged 65
		SP:Iteration 11Q (1239.880000 sec): 3 clusters
  Score: Raw -1568444.020020 + Penalty 3124.638065 = -1565319.381955
  nChanged 57
		SP:Iteration 12Q (1239.910000 sec): 3 clusters
  Score: Raw -1568465.391068 + Penalty 3124.638065 = -1565340.753003
  nChanged 64
		SP:Iteration 13Q (1239.940000 sec): 3 clusters
  Score: Raw -1568489.842335 + Penalty 3124.638065 = -1565365.204269
  nChanged 63
		SP:Iteration 14Q (1239.980000 sec): 3 clusters
  Score: Raw -1568513.297408 + Penalty 3124.638065 = -1565388.659343
  nChanged 60
		SP:Iteration 15Q (1240.020000 sec): 3 clusters
  Score: Raw -1568534.561710 + Penalty 3124.638065 = -1565409.923645
  nChanged 50
		SP:Iteration 16Q (1240.050000 sec): 3 clusters
  Score: Raw -1568546.403669 + Penalty 3124.638065 = -1565421.765604
  nChanged 43
		SP:Iteration 17Q (1240.090000 sec): 3 clusters
  Score: Raw -1568553.318910 + Penalty 3124.638065 = -1565428.680845
  nChanged 35
		SP:Iteration 18Q (1240.120000 sec): 3 clusters
  Score: Raw -1568558.185185 + Penalty 3124.638065 = -1565433.547119
  nChanged 24
		SP:Iteration 19Q (1240.160000 sec): 3 clusters
  Score: Raw -1568560.031294 + Penalty 3124.638065 = -1565435.393229
  nChanged 12
		SP:Iteration 20F (1240.200000 sec): 3 clusters
  Score: Raw -1568560.626524 + Penalty 3124.638065 = -1565435.988459
  nChanged 7
		SP:Iteration 21Q (1240.230000 sec): 3 clusters
  Score: Raw -1568561.208066 + Penalty 3124.638065 = -1565436.570001
  nChanged 7
		SP:Iteration 22Q (1240.270000 sec): 3 clusters
  Score: Raw -1568561.583765 + Penalty 3124.638065 = -1565436.945700
  nChanged 4
		SP:Iteration 23Q (1240.300000 sec): 3 clusters
  Score: Raw -1568561.911819 + Penalty 3124.638065 = -1565437.273754
  nChanged 4
		SP:Iteration 24Q (1240.340000 sec): 3 clusters
  Score: Raw -1568562.361807 + Penalty 3124.638065 = -1565437.723742
  nChanged 4
		SP:Iteration 25Q (1240.370000 sec): 3 clusters
  Score: Raw -1568562.715333 + Penalty 3124.638065 = -1565438.077268
  nChanged 3
		SP:Iteration 26Q (1240.410000 sec): 3 clusters
  Score: Raw -1568562.846732 + Penalty 3124.638065 = -1565438.208667
  nChanged 1
		SP:Iteration 27Q (1240.440000 sec): 3 clusters
  Score: Raw -1568562.877321 + Penalty 3124.638065 = -1565438.239256
  nChanged 0
		SP:Iteration 28F (1240.480000 sec): 3 clusters
  Score: Raw -1568562.877321 + Penalty 3124.638065 = -1565438.239256
  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 14.07 GB.

 Trying to split cluster 28 (3611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1240.510000 sec): 2 clusters
  Score: Raw -411379.718014 + Penalty 1331.157753 = -410048.560260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1240.520000 sec): 3 clusters
  Score: Raw -409677.601442 + Penalty 2662.315507 = -407015.285935
  nChanged 1391
		SP:Iteration 1F (1240.520000 sec): 3 clusters
  Score: Raw -410622.923406 + Penalty 2662.315507 = -407960.607899
  nChanged 377
		SP:Iteration 2F (1240.540000 sec): 3 clusters
  Score: Raw -411003.098182 + Penalty 2662.315507 = -408340.782675
  nChanged 366
		SP:Iteration 3F (1240.540000 sec): 3 clusters
  Score: Raw -411440.320868 + Penalty 2662.315507 = -408778.005361
  nChanged 333
		SP:Iteration 4F (1240.550000 sec): 3 clusters
  Score: Raw -411816.221450 + Penalty 2662.315507 = -409153.905943
  nChanged 217
		SP:Iteration 5F (1240.560000 sec): 3 clusters
  Score: Raw -412029.664164 + Penalty 2662.315507 = -409367.348657
  nChanged 134
		SP:Iteration 6Q (1240.570000 sec): 3 clusters
  Score: Raw -412136.649480 + Penalty 2662.315507 = -409474.333973
  nChanged 92
		SP:Iteration 7Q (1240.580000 sec): 3 clusters
  Score: Raw -412202.795748 + Penalty 2662.315507 = -409540.480241
  nChanged 57
		SP:Iteration 8Q (1240.590000 sec): 3 clusters
  Score: Raw -412235.829486 + Penalty 2662.315507 = -409573.513979
  nChanged 43
		SP:Iteration 9Q (1240.600000 sec): 3 clusters
  Score: Raw -412258.536113 + Penalty 2662.315507 = -409596.220606
  nChanged 22
		SP:Iteration 10Q (1240.610000 sec): 3 clusters
  Score: Raw -412267.769750 + Penalty 2662.315507 = -409605.454243
  nChanged 14
		SP:Iteration 11Q (1240.620000 sec): 3 clusters
  Score: Raw -412272.344393 + Penalty 2662.315507 = -409610.028886
  nChanged 8
		SP:Iteration 12Q (1240.620000 sec): 3 clusters
  Score: Raw -412278.435849 + Penalty 2662.315507 = -409616.120343
  nChanged 9
		SP:Iteration 13Q (1240.630000 sec): 3 clusters
  Score: Raw -412283.490271 + Penalty 2662.315507 = -409621.174764
  nChanged 14
		SP:Iteration 14Q (1240.640000 sec): 3 clusters
  Score: Raw -412290.015590 + Penalty 2662.315507 = -409627.700083
  nChanged 9
		SP:Iteration 15Q (1240.650000 sec): 3 clusters
  Score: Raw -412293.858322 + Penalty 2662.315507 = -409631.542815
  nChanged 5
		SP:Iteration 16Q (1240.660000 sec): 3 clusters
  Score: Raw -412295.523524 + Penalty 2662.315507 = -409633.208017
  nChanged 5
		SP:Iteration 17Q (1240.670000 sec): 3 clusters
  Score: Raw -412297.357405 + Penalty 2662.315507 = -409635.041898
  nChanged 7
		SP:Iteration 18Q (1240.680000 sec): 3 clusters
  Score: Raw -412299.593236 + Penalty 2662.315507 = -409637.277729
  nChanged 4
		SP:Iteration 19Q (1240.690000 sec): 3 clusters
  Score: Raw -412300.847842 + Penalty 2662.315507 = -409638.532335
  nChanged 2
		SP:Iteration 20F (1240.700000 sec): 3 clusters
  Score: Raw -412301.520563 + Penalty 2662.315507 = -409639.205056
  nChanged 5
		SP:Iteration 21Q (1240.700000 sec): 3 clusters
  Score: Raw -412303.754950 + Penalty 2662.315507 = -409641.439443
  nChanged 5
		SP:Iteration 22Q (1240.710000 sec): 3 clusters
  Score: Raw -412304.981864 + Penalty 2662.315507 = -409642.666357
  nChanged 3
		SP:Iteration 23Q (1240.720000 sec): 3 clusters
  Score: Raw -412306.334547 + Penalty 2662.315507 = -409644.019041
  nChanged 4
		SP:Iteration 24Q (1240.730000 sec): 3 clusters
  Score: Raw -412308.315093 + Penalty 2662.315507 = -409645.999586
  nChanged 4
		SP:Iteration 25Q (1240.740000 sec): 3 clusters
  Score: Raw -412309.549046 + Penalty 2662.315507 = -409647.233539
  nChanged 1
		SP:Iteration 26Q (1240.750000 sec): 3 clusters
  Score: Raw -412310.098271 + Penalty 2662.315507 = -409647.782764
  nChanged 2
		SP:Iteration 27Q (1240.760000 sec): 3 clusters
  Score: Raw -412311.287026 + Penalty 2662.315507 = -409648.971520
  nChanged 1
		SP:Iteration 28Q (1240.770000 sec): 3 clusters
  Score: Raw -412311.548270 + Penalty 2662.315507 = -409649.232763
  nChanged 0
		SP:Iteration 29F (1240.780000 sec): 3 clusters
  Score: Raw -412311.548270 + Penalty 2662.315507 = -409649.232763
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (18723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1240.840000 sec): 2 clusters
  Score: Raw -2032420.561874 + Penalty 1598.595049 = -2030821.966825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1240.890000 sec): 3 clusters
  Score: Raw -2021447.856635 + Penalty 3197.190098 = -2018250.666537
  nChanged 8362
		SP:Iteration 1F (1240.940000 sec): 3 clusters
  Score: Raw -2026670.165249 + Penalty 3197.190098 = -2023472.975151
  nChanged 1402
		SP:Iteration 2F (1240.990000 sec): 3 clusters
  Score: Raw -2027577.820996 + Penalty 3197.190098 = -2024380.630898
  nChanged 1311
		SP:Iteration 3F (1241.040000 sec): 3 clusters
  Score: Raw -2028437.071141 + Penalty 3197.190098 = -2025239.881043
  nChanged 1257
		SP:Iteration 4F (1241.080000 sec): 3 clusters
  Score: Raw -2029330.061472 + Penalty 3197.190098 = -2026132.871374
  nChanged 1227
		SP:Iteration 5F (1241.140000 sec): 3 clusters
  Score: Raw -2030438.994107 + Penalty 3197.190098 = -2027241.804009
  nChanged 1241
		SP:Iteration 6F (1241.180000 sec): 3 clusters
  Score: Raw -2031503.765829 + Penalty 3197.190098 = -2028306.575731
  nChanged 1098
		SP:Iteration 7F (1241.230000 sec): 3 clusters
  Score: Raw -2032283.237563 + Penalty 3197.190098 = -2029086.047465
  nChanged 826
		SP:Iteration 8Q (1241.280000 sec): 3 clusters
  Score: Raw -2032758.039603 + Penalty 3197.190098 = -2029560.849505
  nChanged 620
		SP:Iteration 9Q (1241.330000 sec): 3 clusters
  Score: Raw -2033062.379858 + Penalty 3197.190098 = -2029865.189760
  nChanged 438
		SP:Iteration 10Q (1241.380000 sec): 3 clusters
  Score: Raw -2033250.499616 + Penalty 3197.190098 = -2030053.309518
  nChanged 356
		SP:Iteration 11Q (1241.420000 sec): 3 clusters
  Score: Raw -2033392.814879 + Penalty 3197.190098 = -2030195.624782
  nChanged 330
		SP:Iteration 12Q (1241.470000 sec): 3 clusters
  Score: Raw -2033534.873335 + Penalty 3197.190098 = -2030337.683237
  nChanged 305
		SP:Iteration 13Q (1241.510000 sec): 3 clusters
  Score: Raw -2033667.690796 + Penalty 3197.190098 = -2030470.500698
  nChanged 314
		SP:Iteration 14Q (1241.560000 sec): 3 clusters
  Score: Raw -2033794.545958 + Penalty 3197.190098 = -2030597.355860
  nChanged 304
		SP:Iteration 15Q (1241.600000 sec): 3 clusters
  Score: Raw -2033921.599886 + Penalty 3197.190098 = -2030724.409788
  nChanged 277
		SP:Iteration 16Q (1241.650000 sec): 3 clusters
  Score: Raw -2034043.018118 + Penalty 3197.190098 = -2030845.828020
  nChanged 321
		SP:Iteration 17Q (1241.690000 sec): 3 clusters
  Score: Raw -2034189.666410 + Penalty 3197.190098 = -2030992.476312
  nChanged 337
		SP:Iteration 18Q (1241.740000 sec): 3 clusters
  Score: Raw -2034362.845022 + Penalty 3197.190098 = -2031165.654924
  nChanged 361
		SP:Iteration 19Q (1241.780000 sec): 3 clusters
  Score: Raw -2034582.295209 + Penalty 3197.190098 = -2031385.105111
  nChanged 389
		SP:Iteration 20F (1241.830000 sec): 3 clusters
  Score: Raw -2034869.579027 + Penalty 3197.190098 = -2031672.388929
  nChanged 390
		SP:Iteration 21Q (1241.870000 sec): 3 clusters
  Score: Raw -2035174.780513 + Penalty 3197.190098 = -2031977.590415
  nChanged 358
		SP:Iteration 22Q (1241.910000 sec): 3 clusters
  Score: Raw -2035468.497975 + Penalty 3197.190098 = -2032271.307877
  nChanged 323
		SP:Iteration 23Q (1241.950000 sec): 3 clusters
  Score: Raw -2035770.701675 + Penalty 3197.190098 = -2032573.511577
  nChanged 291
		SP:Iteration 24Q (1242.000000 sec): 3 clusters
  Score: Raw -2036076.861186 + Penalty 3197.190098 = -2032879.671088
  nChanged 222
		SP:Iteration 25Q (1242.040000 sec): 3 clusters
  Score: Raw -2036345.895230 + Penalty 3197.190098 = -2033148.705132
  nChanged 186
		SP:Iteration 26Q (1242.070000 sec): 3 clusters
  Score: Raw -2036576.849039 + Penalty 3197.190098 = -2033379.658941
  nChanged 141
		SP:Iteration 27Q (1242.110000 sec): 3 clusters
  Score: Raw -2036732.454087 + Penalty 3197.190098 = -2033535.263989
  nChanged 96
		SP:Iteration 28Q (1242.150000 sec): 3 clusters
  Score: Raw -2036821.939811 + Penalty 3197.190098 = -2033624.749713
  nChanged 79
		SP:Iteration 29Q (1242.180000 sec): 3 clusters
  Score: Raw -2036880.945687 + Penalty 3197.190098 = -2033683.755590
  nChanged 56
		SP:Iteration 30Q (1242.220000 sec): 3 clusters
  Score: Raw -2036912.515067 + Penalty 3197.190098 = -2033715.324969
  nChanged 38
		SP:Iteration 31Q (1242.250000 sec): 3 clusters
  Score: Raw -2036924.337842 + Penalty 3197.190098 = -2033727.147744
  nChanged 20
		SP:Iteration 32Q (1242.290000 sec): 3 clusters
  Score: Raw -2036928.951710 + Penalty 3197.190098 = -2033731.761612
  nChanged 14
		SP:Iteration 33Q (1242.320000 sec): 3 clusters
  Score: Raw -2036931.445895 + Penalty 3197.190098 = -2033734.255797
  nChanged 10
		SP:Iteration 34Q (1242.360000 sec): 3 clusters
  Score: Raw -2036934.016352 + Penalty 3197.190098 = -2033736.826254
  nChanged 7
		SP:Iteration 35Q (1242.400000 sec): 3 clusters
  Score: Raw -2036935.294036 + Penalty 3197.190098 = -2033738.103938
  nChanged 3
		SP:Iteration 36Q (1242.430000 sec): 3 clusters
  Score: Raw -2036935.765454 + Penalty 3197.190098 = -2033738.575356
  nChanged 1
		SP:Iteration 37Q (1242.460000 sec): 3 clusters
  Score: Raw -2036935.902105 + Penalty 3197.190098 = -2033738.712007
  nChanged 1
		SP:Iteration 38Q (1242.500000 sec): 3 clusters
  Score: Raw -2036936.169264 + Penalty 3197.190098 = -2033738.979166
  nChanged 0
		SP:Iteration 39F (1242.550000 sec): 3 clusters
  Score: Raw -2036936.169264 + Penalty 3197.190098 = -2033738.979166
  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 14.07 GB.

 Trying to split cluster 30 (5210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1242.580000 sec): 2 clusters
  Score: Raw -551222.691580 + Penalty 1390.729459 = -549831.962121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1242.590000 sec): 3 clusters
  Score: Raw -548562.277919 + Penalty 2781.458919 = -545780.819000
  nChanged 2115
		SP:Iteration 1F (1242.600000 sec): 3 clusters
  Score: Raw -550149.450322 + Penalty 2781.458919 = -547367.991403
  nChanged 545
		SP:Iteration 2F (1242.620000 sec): 3 clusters
  Score: Raw -550783.378726 + Penalty 2781.458919 = -548001.919807
  nChanged 430
		SP:Iteration 3F (1242.630000 sec): 3 clusters
  Score: Raw -551179.560888 + Penalty 2781.458919 = -548398.101969
  nChanged 314
		SP:Iteration 4F (1242.640000 sec): 3 clusters
  Score: Raw -551452.612557 + Penalty 2781.458919 = -548671.153639
  nChanged 265
		SP:Iteration 5F (1242.660000 sec): 3 clusters
  Score: Raw -551646.402124 + Penalty 2781.458919 = -548864.943205
  nChanged 181
		SP:Iteration 6Q (1242.670000 sec): 3 clusters
  Score: Raw -551780.926294 + Penalty 2781.458919 = -548999.467375
  nChanged 158
		SP:Iteration 7Q (1242.680000 sec): 3 clusters
  Score: Raw -551898.225359 + Penalty 2781.458919 = -549116.766440
  nChanged 157
		SP:Iteration 8Q (1242.700000 sec): 3 clusters
  Score: Raw -552023.323344 + Penalty 2781.458919 = -549241.864425
  nChanged 159
		SP:Iteration 9Q (1242.710000 sec): 3 clusters
  Score: Raw -552130.735766 + Penalty 2781.458919 = -549349.276847
  nChanged 129
		SP:Iteration 10Q (1242.720000 sec): 3 clusters
  Score: Raw -552205.316998 + Penalty 2781.458919 = -549423.858080
  nChanged 97
		SP:Iteration 11Q (1242.730000 sec): 3 clusters
  Score: Raw -552265.884436 + Penalty 2781.458919 = -549484.425517
  nChanged 99
		SP:Iteration 12Q (1242.740000 sec): 3 clusters
  Score: Raw -552329.130839 + Penalty 2781.458919 = -549547.671921
  nChanged 93
		SP:Iteration 13Q (1242.760000 sec): 3 clusters
  Score: Raw -552390.550788 + Penalty 2781.458919 = -549609.091869
  nChanged 96
		SP:Iteration 14Q (1242.770000 sec): 3 clusters
  Score: Raw -552458.082582 + Penalty 2781.458919 = -549676.623664
  nChanged 81
		SP:Iteration 15Q (1242.780000 sec): 3 clusters
  Score: Raw -552530.654886 + Penalty 2781.458919 = -549749.195967
  nChanged 66
		SP:Iteration 16Q (1242.790000 sec): 3 clusters
  Score: Raw -552599.471396 + Penalty 2781.458919 = -549818.012477
  nChanged 70
		SP:Iteration 17Q (1242.800000 sec): 3 clusters
  Score: Raw -552676.464210 + Penalty 2781.458919 = -549895.005291
  nChanged 52
		SP:Iteration 18Q (1242.810000 sec): 3 clusters
  Score: Raw -552725.994129 + Penalty 2781.458919 = -549944.535210
  nChanged 41
		SP:Iteration 19Q (1242.820000 sec): 3 clusters
  Score: Raw -552764.375368 + Penalty 2781.458919 = -549982.916449
  nChanged 32
		SP:Iteration 20F (1242.840000 sec): 3 clusters
  Score: Raw -552790.791046 + Penalty 2781.458919 = -550009.332127
  nChanged 24
		SP:Iteration 21Q (1242.850000 sec): 3 clusters
  Score: Raw -552808.537540 + Penalty 2781.458919 = -550027.078621
  nChanged 19
		SP:Iteration 22Q (1242.860000 sec): 3 clusters
  Score: Raw -552818.614385 + Penalty 2781.458919 = -550037.155466
  nChanged 11
		SP:Iteration 23Q (1242.870000 sec): 3 clusters
  Score: Raw -552823.632201 + Penalty 2781.458919 = -550042.173283
  nChanged 4
		SP:Iteration 24Q (1242.880000 sec): 3 clusters
  Score: Raw -552825.039438 + Penalty 2781.458919 = -550043.580519
  nChanged 2
		SP:Iteration 25Q (1242.890000 sec): 3 clusters
  Score: Raw -552826.022080 + Penalty 2781.458919 = -550044.563161
  nChanged 0
		SP:Iteration 26F (1242.900000 sec): 3 clusters
  Score: Raw -552826.022080 + Penalty 2781.458919 = -550044.563161
  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 14.07 GB.

 Trying to split cluster 31 (65881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1243.120000 sec): 2 clusters
  Score: Raw -7703514.781762 + Penalty 1803.035872 = -7701711.745890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1243.300000 sec): 3 clusters
  Score: Raw -7661387.728111 + Penalty 3606.071743 = -7657781.656368
  nChanged 31105
		SP:Iteration 1F (1243.480000 sec): 3 clusters
  Score: Raw -7679231.408750 + Penalty 3606.071743 = -7675625.337007
  nChanged 2480
		SP:Iteration 2Q (1243.660000 sec): 3 clusters
  Score: Raw -7679987.251295 + Penalty 3606.071743 = -7676381.179552
  nChanged 2905
		SP:Iteration 3Q (1243.850000 sec): 3 clusters
  Score: Raw -7681082.432296 + Penalty 3606.071743 = -7677476.360553
  nChanged 3473
		SP:Iteration 4F (1244.020000 sec): 3 clusters
  Score: Raw -7682797.608502 + Penalty 3606.071743 = -7679191.536759
  nChanged 4309
		SP:Iteration 5F (1244.200000 sec): 3 clusters
  Score: Raw -7685478.598655 + Penalty 3606.071743 = -7681872.526912
  nChanged 4974
		SP:Iteration 6F (1244.380000 sec): 3 clusters
  Score: Raw -7689177.617858 + Penalty 3606.071743 = -7685571.546115
  nChanged 4981
		SP:Iteration 7F (1244.560000 sec): 3 clusters
  Score: Raw -7693224.012466 + Penalty 3606.071743 = -7689617.940723
  nChanged 4237
		SP:Iteration 8F (1244.740000 sec): 3 clusters
  Score: Raw -7696651.125633 + Penalty 3606.071743 = -7693045.053890
  nChanged 3079
		SP:Iteration 9Q (1244.910000 sec): 3 clusters
  Score: Raw -7699134.554672 + Penalty 3606.071743 = -7695528.482929
  nChanged 2154
		SP:Iteration 10Q (1245.090000 sec): 3 clusters
  Score: Raw -7700944.778259 + Penalty 3606.071743 = -7697338.706516
  nChanged 1428
		SP:Iteration 11Q (1245.250000 sec): 3 clusters
  Score: Raw -7702346.962391 + Penalty 3606.071743 = -7698740.890648
  nChanged 866
		SP:Iteration 12Q (1245.400000 sec): 3 clusters
  Score: Raw -7703338.298451 + Penalty 3606.071743 = -7699732.226707
  nChanged 502
		SP:Iteration 13Q (1245.540000 sec): 3 clusters
  Score: Raw -7703859.042810 + Penalty 3606.071743 = -7700252.971067
  nChanged 387
		SP:Iteration 14Q (1245.680000 sec): 3 clusters
  Score: Raw -7704144.675188 + Penalty 3606.071743 = -7700538.603445
  nChanged 298
		SP:Iteration 15Q (1245.810000 sec): 3 clusters
  Score: Raw -7704281.863928 + Penalty 3606.071743 = -7700675.792185
  nChanged 185
		SP:Iteration 16Q (1245.940000 sec): 3 clusters
  Score: Raw -7704352.769631 + Penalty 3606.071743 = -7700746.697887
  nChanged 147
		SP:Iteration 17Q (1246.080000 sec): 3 clusters
  Score: Raw -7704397.625504 + Penalty 3606.071743 = -7700791.553761
  nChanged 95
		SP:Iteration 18Q (1246.210000 sec): 3 clusters
  Score: Raw -7704421.232976 + Penalty 3606.071743 = -7700815.161233
  nChanged 72
		SP:Iteration 19Q (1246.340000 sec): 3 clusters
  Score: Raw -7704437.280181 + Penalty 3606.071743 = -7700831.208438
  nChanged 69
		SP:Iteration 20F (1246.520000 sec): 3 clusters
  Score: Raw -7704451.839070 + Penalty 3606.071743 = -7700845.767327
  nChanged 61
		SP:Iteration 21Q (1246.650000 sec): 3 clusters
  Score: Raw -7704463.391119 + Penalty 3606.071743 = -7700857.319376
  nChanged 52
		SP:Iteration 22Q (1246.780000 sec): 3 clusters
  Score: Raw -7704471.724479 + Penalty 3606.071743 = -7700865.652736
  nChanged 36
		SP:Iteration 23Q (1246.920000 sec): 3 clusters
  Score: Raw -7704477.743381 + Penalty 3606.071743 = -7700871.671638
  nChanged 27
		SP:Iteration 24Q (1247.050000 sec): 3 clusters
  Score: Raw -7704482.095409 + Penalty 3606.071743 = -7700876.023666
  nChanged 29
		SP:Iteration 25Q (1247.180000 sec): 3 clusters
  Score: Raw -7704487.378568 + Penalty 3606.071743 = -7700881.306825
  nChanged 24
		SP:Iteration 26Q (1247.310000 sec): 3 clusters
  Score: Raw -7704490.788897 + Penalty 3606.071743 = -7700884.717154
  nChanged 16
		SP:Iteration 27Q (1247.440000 sec): 3 clusters
  Score: Raw -7704492.595286 + Penalty 3606.071743 = -7700886.523543
  nChanged 13
		SP:Iteration 28Q (1247.570000 sec): 3 clusters
  Score: Raw -7704493.874458 + Penalty 3606.071743 = -7700887.802715
  nChanged 7
		SP:Iteration 29Q (1247.700000 sec): 3 clusters
  Score: Raw -7704494.536851 + Penalty 3606.071743 = -7700888.465108
  nChanged 6
		SP:Iteration 30Q (1247.840000 sec): 3 clusters
  Score: Raw -7704495.253667 + Penalty 3606.071743 = -7700889.181924
  nChanged 5
		SP:Iteration 31Q (1247.970000 sec): 3 clusters
  Score: Raw -7704495.587233 + Penalty 3606.071743 = -7700889.515490
  nChanged 1
		SP:Iteration 32Q (1248.100000 sec): 3 clusters
  Score: Raw -7704495.759531 + Penalty 3606.071743 = -7700889.687788
  nChanged 0
		SP:Iteration 33F (1248.270000 sec): 3 clusters
  Score: Raw -7704495.759531 + Penalty 3606.071743 = -7700889.687788
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (13251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1248.340000 sec): 2 clusters
  Score: Raw -1433926.987031 + Penalty 1542.422099 = -1432384.564932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1248.370000 sec): 3 clusters
  Score: Raw -1426204.847113 + Penalty 3084.844198 = -1423120.002916
  nChanged 5874
		SP:Iteration 1F (1248.400000 sec): 3 clusters
  Score: Raw -1429732.033907 + Penalty 3084.844198 = -1426647.189709
  nChanged 1044
		SP:Iteration 2F (1248.440000 sec): 3 clusters
  Score: Raw -1430453.766706 + Penalty 3084.844198 = -1427368.922508
  nChanged 945
		SP:Iteration 3F (1248.470000 sec): 3 clusters
  Score: Raw -1431059.225531 + Penalty 3084.844198 = -1427974.381334
  nChanged 817
		SP:Iteration 4F (1248.510000 sec): 3 clusters
  Score: Raw -1431485.327360 + Penalty 3084.844198 = -1428400.483162
  nChanged 648
		SP:Iteration 5Q (1248.540000 sec): 3 clusters
  Score: Raw -1431804.001553 + Penalty 3084.844198 = -1428719.157356
  nChanged 554
		SP:Iteration 6Q (1248.580000 sec): 3 clusters
  Score: Raw -1432055.188341 + Penalty 3084.844198 = -1428970.344143
  nChanged 474
		SP:Iteration 7Q (1248.610000 sec): 3 clusters
  Score: Raw -1432254.370899 + Penalty 3084.844198 = -1429169.526701
  nChanged 403
		SP:Iteration 8Q (1248.640000 sec): 3 clusters
  Score: Raw -1432419.479707 + Penalty 3084.844198 = -1429334.635510
  nChanged 385
		SP:Iteration 9Q (1248.680000 sec): 3 clusters
  Score: Raw -1432559.528873 + Penalty 3084.844198 = -1429474.684675
  nChanged 324
		SP:Iteration 10Q (1248.710000 sec): 3 clusters
  Score: Raw -1432673.301098 + Penalty 3084.844198 = -1429588.456900
  nChanged 297
		SP:Iteration 11Q (1248.740000 sec): 3 clusters
  Score: Raw -1432776.434848 + Penalty 3084.844198 = -1429691.590651
  nChanged 256
		SP:Iteration 12Q (1248.780000 sec): 3 clusters
  Score: Raw -1432862.952558 + Penalty 3084.844198 = -1429778.108360
  nChanged 230
		SP:Iteration 13Q (1248.810000 sec): 3 clusters
  Score: Raw -1432930.889852 + Penalty 3084.844198 = -1429846.045655
  nChanged 206
		SP:Iteration 14Q (1248.840000 sec): 3 clusters
  Score: Raw -1432991.439384 + Penalty 3084.844198 = -1429906.595187
  nChanged 194
		SP:Iteration 15Q (1248.880000 sec): 3 clusters
  Score: Raw -1433041.866657 + Penalty 3084.844198 = -1429957.022459
  nChanged 178
		SP:Iteration 16Q (1248.910000 sec): 3 clusters
  Score: Raw -1433091.319644 + Penalty 3084.844198 = -1430006.475446
  nChanged 150
		SP:Iteration 17Q (1248.940000 sec): 3 clusters
  Score: Raw -1433128.988588 + Penalty 3084.844198 = -1430044.144391
  nChanged 140
		SP:Iteration 18Q (1248.980000 sec): 3 clusters
  Score: Raw -1433163.165424 + Penalty 3084.844198 = -1430078.321226
  nChanged 117
		SP:Iteration 19Q (1249.010000 sec): 3 clusters
  Score: Raw -1433193.105023 + Penalty 3084.844198 = -1430108.260826
  nChanged 133
		SP:Iteration 20F (1249.050000 sec): 3 clusters
  Score: Raw -1433231.212754 + Penalty 3084.844198 = -1430146.368556
  nChanged 137
		SP:Iteration 21Q (1249.080000 sec): 3 clusters
  Score: Raw -1433268.377201 + Penalty 3084.844198 = -1430183.533004
  nChanged 130
		SP:Iteration 22Q (1249.110000 sec): 3 clusters
  Score: Raw -1433302.048632 + Penalty 3084.844198 = -1430217.204435
  nChanged 125
		SP:Iteration 23Q (1249.140000 sec): 3 clusters
  Score: Raw -1433334.755482 + Penalty 3084.844198 = -1430249.911284
  nChanged 118
		SP:Iteration 24Q (1249.180000 sec): 3 clusters
  Score: Raw -1433360.255757 + Penalty 3084.844198 = -1430275.411559
  nChanged 104
		SP:Iteration 25Q (1249.210000 sec): 3 clusters
  Score: Raw -1433387.098923 + Penalty 3084.844198 = -1430302.254725
  nChanged 101
		SP:Iteration 26Q (1249.240000 sec): 3 clusters
  Score: Raw -1433416.090710 + Penalty 3084.844198 = -1430331.246513
  nChanged 111
		SP:Iteration 27Q (1249.280000 sec): 3 clusters
  Score: Raw -1433449.600583 + Penalty 3084.844198 = -1430364.756386
  nChanged 122
		SP:Iteration 28Q (1249.310000 sec): 3 clusters
  Score: Raw -1433487.275581 + Penalty 3084.844198 = -1430402.431383
  nChanged 111
		SP:Iteration 29Q (1249.340000 sec): 3 clusters
  Score: Raw -1433517.772543 + Penalty 3084.844198 = -1430432.928345
  nChanged 119
		SP:Iteration 30Q (1249.370000 sec): 3 clusters
  Score: Raw -1433552.993490 + Penalty 3084.844198 = -1430468.149292
  nChanged 121
		SP:Iteration 31Q (1249.400000 sec): 3 clusters
  Score: Raw -1433585.418099 + Penalty 3084.844198 = -1430500.573901
  nChanged 104
		SP:Iteration 32Q (1249.440000 sec): 3 clusters
  Score: Raw -1433612.471852 + Penalty 3084.844198 = -1430527.627654
  nChanged 110
		SP:Iteration 33Q (1249.470000 sec): 3 clusters
  Score: Raw -1433644.126653 + Penalty 3084.844198 = -1430559.282456
  nChanged 113
		SP:Iteration 34Q (1249.500000 sec): 3 clusters
  Score: Raw -1433674.703000 + Penalty 3084.844198 = -1430589.858802
  nChanged 113
		SP:Iteration 35Q (1249.530000 sec): 3 clusters
  Score: Raw -1433705.444572 + Penalty 3084.844198 = -1430620.600375
  nChanged 118
		SP:Iteration 36Q (1249.560000 sec): 3 clusters
  Score: Raw -1433739.438636 + Penalty 3084.844198 = -1430654.594438
  nChanged 102
		SP:Iteration 37Q (1249.600000 sec): 3 clusters
  Score: Raw -1433769.241579 + Penalty 3084.844198 = -1430684.397382
  nChanged 124
		SP:Iteration 38Q (1249.620000 sec): 3 clusters
  Score: Raw -1433806.572666 + Penalty 3084.844198 = -1430721.728468
  nChanged 112
		SP:Iteration 39Q (1249.660000 sec): 3 clusters
  Score: Raw -1433836.692803 + Penalty 3084.844198 = -1430751.848605
  nChanged 111
		SP:Iteration 40F (1249.690000 sec): 3 clusters
  Score: Raw -1433869.997268 + Penalty 3084.844198 = -1430785.153070
  nChanged 120
		SP:Iteration 41Q (1249.720000 sec): 3 clusters
  Score: Raw -1433908.727691 + Penalty 3084.844198 = -1430823.883494
  nChanged 129
		SP:Iteration 42Q (1249.750000 sec): 3 clusters
  Score: Raw -1433950.041059 + Penalty 3084.844198 = -1430865.196861
  nChanged 119
		SP:Iteration 43Q (1249.780000 sec): 3 clusters
  Score: Raw -1433988.505180 + Penalty 3084.844198 = -1430903.660983
  nChanged 110
		SP:Iteration 44Q (1249.810000 sec): 3 clusters
  Score: Raw -1434020.262821 + Penalty 3084.844198 = -1430935.418623
  nChanged 91
		SP:Iteration 45Q (1249.840000 sec): 3 clusters
  Score: Raw -1434051.831895 + Penalty 3084.844198 = -1430966.987697
  nChanged 113
		SP:Iteration 46Q (1249.870000 sec): 3 clusters
  Score: Raw -1434097.030652 + Penalty 3084.844198 = -1431012.186454
  nChanged 120
		SP:Iteration 47Q (1249.900000 sec): 3 clusters
  Score: Raw -1434145.564513 + Penalty 3084.844198 = -1431060.720316
  nChanged 142
		SP:Iteration 48Q (1249.930000 sec): 3 clusters
  Score: Raw -1434207.300392 + Penalty 3084.844198 = -1431122.456195
  nChanged 139
		SP:Iteration 49Q (1249.960000 sec): 3 clusters
  Score: Raw -1434267.961017 + Penalty 3084.844198 = -1431183.116820
  nChanged 116
		SP:Iteration 50Q (1249.990000 sec): 3 clusters
  Score: Raw -1434315.507257 + Penalty 3084.844198 = -1431230.663059
  nChanged 118
		SP:Iteration 51Q (1250.020000 sec): 3 clusters
  Score: Raw -1434372.301859 + Penalty 3084.844198 = -1431287.457661
  nChanged 96
		SP:Iteration 52Q (1250.050000 sec): 3 clusters
  Score: Raw -1434414.831273 + Penalty 3084.844198 = -1431329.987076
  nChanged 79
		SP:Iteration 53Q (1250.080000 sec): 3 clusters
  Score: Raw -1434450.976225 + Penalty 3084.844198 = -1431366.132027
  nChanged 77
		SP:Iteration 54Q (1250.110000 sec): 3 clusters
  Score: Raw -1434485.269506 + Penalty 3084.844198 = -1431400.425308
  nChanged 82
		SP:Iteration 55Q (1250.140000 sec): 3 clusters
  Score: Raw -1434525.640855 + Penalty 3084.844198 = -1431440.796657
  nChanged 69
		SP:Iteration 56Q (1250.160000 sec): 3 clusters
  Score: Raw -1434564.838154 + Penalty 3084.844198 = -1431479.993957
  nChanged 73
		SP:Iteration 57Q (1250.190000 sec): 3 clusters
  Score: Raw -1434602.690300 + Penalty 3084.844198 = -1431517.846102
  nChanged 60
		SP:Iteration 58Q (1250.220000 sec): 3 clusters
  Score: Raw -1434632.442002 + Penalty 3084.844198 = -1431547.597804
  nChanged 51
		SP:Iteration 59Q (1250.250000 sec): 3 clusters
  Score: Raw -1434657.746488 + Penalty 3084.844198 = -1431572.902291
  nChanged 41
		SP:Iteration 60F (1250.280000 sec): 3 clusters
  Score: Raw -1434675.794711 + Penalty 3084.844198 = -1431590.950514
  nChanged 25
		SP:Iteration 61Q (1250.310000 sec): 3 clusters
  Score: Raw -1434686.967130 + Penalty 3084.844198 = -1431602.122932
  nChanged 25
		SP:Iteration 62Q (1250.340000 sec): 3 clusters
  Score: Raw -1434699.203633 + Penalty 3084.844198 = -1431614.359436
  nChanged 29
		SP:Iteration 63Q (1250.360000 sec): 3 clusters
  Score: Raw -1434715.730790 + Penalty 3084.844198 = -1431630.886592
  nChanged 22
		SP:Iteration 64Q (1250.390000 sec): 3 clusters
  Score: Raw -1434724.742220 + Penalty 3084.844198 = -1431639.898023
  nChanged 11
		SP:Iteration 65Q (1250.420000 sec): 3 clusters
  Score: Raw -1434728.584862 + Penalty 3084.844198 = -1431643.740665
  nChanged 10
		SP:Iteration 66Q (1250.440000 sec): 3 clusters
  Score: Raw -1434732.059586 + Penalty 3084.844198 = -1431647.215388
  nChanged 9
		SP:Iteration 67Q (1250.470000 sec): 3 clusters
  Score: Raw -1434737.482333 + Penalty 3084.844198 = -1431652.638135
  nChanged 19
		SP:Iteration 68Q (1250.500000 sec): 3 clusters
  Score: Raw -1434746.391879 + Penalty 3084.844198 = -1431661.547681
  nChanged 17
		SP:Iteration 69Q (1250.530000 sec): 3 clusters
  Score: Raw -1434754.009491 + Penalty 3084.844198 = -1431669.165293
  nChanged 5
		SP:Iteration 70Q (1250.560000 sec): 3 clusters
  Score: Raw -1434755.254582 + Penalty 3084.844198 = -1431670.410384
  nChanged 3
		SP:Iteration 71Q (1250.580000 sec): 3 clusters
  Score: Raw -1434756.366485 + Penalty 3084.844198 = -1431671.522288
  nChanged 1
		SP:Iteration 72Q (1250.610000 sec): 3 clusters
  Score: Raw -1434756.665958 + Penalty 3084.844198 = -1431671.821761
  nChanged 1
		SP:Iteration 73Q (1250.640000 sec): 3 clusters
  Score: Raw -1434756.807314 + Penalty 3084.844198 = -1431671.963116
  nChanged 0
		SP:Iteration 74F (1250.670000 sec): 3 clusters
  Score: Raw -1434756.807314 + Penalty 3084.844198 = -1431671.963116
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1250.690000 sec): 2 clusters
  Score: Raw -470652.743508 + Penalty 1385.467638 = -469267.275870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1250.700000 sec): 3 clusters
  Score: Raw -468359.254960 + Penalty 2770.935277 = -465588.319684
  nChanged 2121
		SP:Iteration 1F (1250.720000 sec): 3 clusters
  Score: Raw -472356.876001 + Penalty 2770.935277 = -469585.940724
  nChanged 811
		SP:Iteration 2F (1250.730000 sec): 3 clusters
  Score: Raw -473987.553983 + Penalty 2770.935277 = -471216.618706
  nChanged 408
		SP:Iteration 3F (1250.740000 sec): 3 clusters
  Score: Raw -474574.160925 + Penalty 2770.935277 = -471803.225649
  nChanged 212
		SP:Iteration 4Q (1250.750000 sec): 3 clusters
  Score: Raw -474964.395759 + Penalty 2770.935277 = -472193.460482
  nChanged 134
		SP:Iteration 5Q (1250.760000 sec): 3 clusters
  Score: Raw -475651.523623 + Penalty 2770.935277 = -472880.588347
  nChanged 119
		SP:Iteration 6Q (1250.780000 sec): 3 clusters
  Score: Raw -475857.243515 + Penalty 2770.935277 = -473086.308239
  nChanged 80
		SP:Iteration 7Q (1250.780000 sec): 3 clusters
  Score: Raw -475910.599922 + Penalty 2770.935277 = -473139.664646
  nChanged 47
		SP:Iteration 8Q (1250.790000 sec): 3 clusters
  Score: Raw -475950.229662 + Penalty 2770.935277 = -473179.294386
  nChanged 48
		SP:Iteration 9Q (1250.800000 sec): 3 clusters
  Score: Raw -476003.580103 + Penalty 2770.935277 = -473232.644826
  nChanged 51
		SP:Iteration 10Q (1250.810000 sec): 3 clusters
  Score: Raw -476055.789588 + Penalty 2770.935277 = -473284.854312
  nChanged 32
		SP:Iteration 11Q (1250.820000 sec): 3 clusters
  Score: Raw -476075.928109 + Penalty 2770.935277 = -473304.992832
  nChanged 39
		SP:Iteration 12Q (1250.840000 sec): 3 clusters
  Score: Raw -476105.891218 + Penalty 2770.935277 = -473334.955941
  nChanged 32
		SP:Iteration 13Q (1250.840000 sec): 3 clusters
  Score: Raw -476127.588905 + Penalty 2770.935277 = -473356.653628
  nChanged 23
		SP:Iteration 14Q (1250.860000 sec): 3 clusters
  Score: Raw -476144.882965 + Penalty 2770.935277 = -473373.947688
  nChanged 28
		SP:Iteration 15Q (1250.860000 sec): 3 clusters
  Score: Raw -476164.159472 + Penalty 2770.935277 = -473393.224195
  nChanged 21
		SP:Iteration 16Q (1250.880000 sec): 3 clusters
  Score: Raw -476174.196591 + Penalty 2770.935277 = -473403.261314
  nChanged 18
		SP:Iteration 17Q (1250.890000 sec): 3 clusters
  Score: Raw -476180.960292 + Penalty 2770.935277 = -473410.025016
  nChanged 12
		SP:Iteration 18Q (1250.900000 sec): 3 clusters
  Score: Raw -476186.233003 + Penalty 2770.935277 = -473415.297726
  nChanged 9
		SP:Iteration 19Q (1250.910000 sec): 3 clusters
  Score: Raw -476190.100045 + Penalty 2770.935277 = -473419.164769
  nChanged 6
		SP:Iteration 20F (1250.920000 sec): 3 clusters
  Score: Raw -476193.211791 + Penalty 2770.935277 = -473422.276515
  nChanged 5
		SP:Iteration 21Q (1250.930000 sec): 3 clusters
  Score: Raw -476194.912944 + Penalty 2770.935277 = -473423.977667
  nChanged 6
		SP:Iteration 22Q (1250.940000 sec): 3 clusters
  Score: Raw -476199.481574 + Penalty 2770.935277 = -473428.546297
  nChanged 6
		SP:Iteration 23Q (1250.950000 sec): 3 clusters
  Score: Raw -476204.389460 + Penalty 2770.935277 = -473433.454184
  nChanged 9
		SP:Iteration 24Q (1250.960000 sec): 3 clusters
  Score: Raw -476218.017752 + Penalty 2770.935277 = -473447.082475
  nChanged 17
		SP:Iteration 25Q (1250.970000 sec): 3 clusters
  Score: Raw -476239.074166 + Penalty 2770.935277 = -473468.138890
  nChanged 18
		SP:Iteration 26Q (1250.980000 sec): 3 clusters
  Score: Raw -476256.931258 + Penalty 2770.935277 = -473485.995981
  nChanged 9
		SP:Iteration 27Q (1250.990000 sec): 3 clusters
  Score: Raw -476262.129499 + Penalty 2770.935277 = -473491.194222
  nChanged 8
		SP:Iteration 28Q (1251.000000 sec): 3 clusters
  Score: Raw -476275.830869 + Penalty 2770.935277 = -473504.895592
  nChanged 18
		SP:Iteration 29Q (1251.010000 sec): 3 clusters
  Score: Raw -476290.829906 + Penalty 2770.935277 = -473519.894629
  nChanged 13
		SP:Iteration 30Q (1251.020000 sec): 3 clusters
  Score: Raw -476302.436672 + Penalty 2770.935277 = -473531.501396
  nChanged 14
		SP:Iteration 31Q (1251.030000 sec): 3 clusters
  Score: Raw -476315.209295 + Penalty 2770.935277 = -473544.274019
  nChanged 19
		SP:Iteration 32Q (1251.040000 sec): 3 clusters
  Score: Raw -476346.035942 + Penalty 2770.935277 = -473575.100666
  nChanged 20
		SP:Iteration 33Q (1251.050000 sec): 3 clusters
  Score: Raw -476375.640895 + Penalty 2770.935277 = -473604.705619
  nChanged 19
		SP:Iteration 34Q (1251.060000 sec): 3 clusters
  Score: Raw -476390.532057 + Penalty 2770.935277 = -473619.596781
  nChanged 11
		SP:Iteration 35Q (1251.070000 sec): 3 clusters
  Score: Raw -476397.634934 + Penalty 2770.935277 = -473626.699658
  nChanged 7
		SP:Iteration 36Q (1251.080000 sec): 3 clusters
  Score: Raw -476403.326791 + Penalty 2770.935277 = -473632.391515
  nChanged 9
		SP:Iteration 37Q (1251.090000 sec): 3 clusters
  Score: Raw -476406.942002 + Penalty 2770.935277 = -473636.006725
  nChanged 6
		SP:Iteration 38Q (1251.100000 sec): 3 clusters
  Score: Raw -476409.662925 + Penalty 2770.935277 = -473638.727648
  nChanged 3
		SP:Iteration 39Q (1251.110000 sec): 3 clusters
  Score: Raw -476413.018673 + Penalty 2770.935277 = -473642.083396
  nChanged 5
		SP:Iteration 40F (1251.120000 sec): 3 clusters
  Score: Raw -476415.422983 + Penalty 2770.935277 = -473644.487706
  nChanged 2
		SP:Iteration 41Q (1251.130000 sec): 3 clusters
  Score: Raw -476417.192551 + Penalty 2770.935277 = -473646.257274
  nChanged 2
		SP:Iteration 42Q (1251.140000 sec): 3 clusters
  Score: Raw -476417.792683 + Penalty 2770.935277 = -473646.857406
  nChanged 3
		SP:Iteration 43Q (1251.150000 sec): 3 clusters
  Score: Raw -476420.309676 + Penalty 2770.935277 = -473649.374399
  nChanged 2
		SP:Iteration 44Q (1251.160000 sec): 3 clusters
  Score: Raw -476423.812199 + Penalty 2770.935277 = -473652.876923
  nChanged 3
		SP:Iteration 45Q (1251.170000 sec): 3 clusters
  Score: Raw -476426.723330 + Penalty 2770.935277 = -473655.788054
  nChanged 3
		SP:Iteration 46Q (1251.180000 sec): 3 clusters
  Score: Raw -476428.234016 + Penalty 2770.935277 = -473657.298740
  nChanged 2
		SP:Iteration 47Q (1251.190000 sec): 3 clusters
  Score: Raw -476429.382189 + Penalty 2770.935277 = -473658.446912
  nChanged 1
		SP:Iteration 48Q (1251.200000 sec): 3 clusters
  Score: Raw -476429.513680 + Penalty 2770.935277 = -473658.578403
  nChanged 0
		SP:Iteration 49F (1251.210000 sec): 3 clusters
  Score: Raw -476429.513680 + Penalty 2770.935277 = -473658.578403
  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 14.07 GB.

 Trying to split cluster 34 (355681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1254.950000 sec): 2 clusters
  Score: Raw -41334966.669902 + Penalty 2077.040800 = -41332889.629101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1255.920000 sec): 3 clusters
  Score: Raw -41096809.931874 + Penalty 4154.081601 = -41092655.850273
  nChanged 173874
		SP:Iteration 1F (1256.880000 sec): 3 clusters
  Score: Raw -41201069.033088 + Penalty 4154.081601 = -41196914.951487
  nChanged 11179
		SP:Iteration 2Q (1257.860000 sec): 3 clusters
  Score: Raw -41204511.728675 + Penalty 4154.081601 = -41200357.647075
  nChanged 13847
		SP:Iteration 3Q (1258.840000 sec): 3 clusters
  Score: Raw -41210034.399540 + Penalty 4154.081601 = -41205880.317939
  nChanged 17163
		SP:Iteration 4Q (1259.810000 sec): 3 clusters
  Score: Raw -41218359.801846 + Penalty 4154.081601 = -41214205.720245
  nChanged 20593
		SP:Iteration 5F (1260.770000 sec): 3 clusters
  Score: Raw -41229494.049139 + Penalty 4154.081601 = -41225339.967539
  nChanged 22684
		SP:Iteration 6F (1261.730000 sec): 3 clusters
  Score: Raw -41242077.938774 + Penalty 4154.081601 = -41237923.857174
  nChanged 22780
		SP:Iteration 7F (1262.680000 sec): 3 clusters
  Score: Raw -41254801.318785 + Penalty 4154.081601 = -41250647.237184
  nChanged 21131
		SP:Iteration 8F (1263.640000 sec): 3 clusters
  Score: Raw -41266658.185188 + Penalty 4154.081601 = -41262504.103587
  nChanged 18397
		SP:Iteration 9F (1264.590000 sec): 3 clusters
  Score: Raw -41276636.461031 + Penalty 4154.081601 = -41272482.379431
  nChanged 16010
		SP:Iteration 10Q (1265.560000 sec): 3 clusters
  Score: Raw -41284542.127696 + Penalty 4154.081601 = -41280388.046095
  nChanged 13532
		SP:Iteration 11Q (1266.530000 sec): 3 clusters
  Score: Raw -41290146.743853 + Penalty 4154.081601 = -41285992.662252
  nChanged 10737
		SP:Iteration 12Q (1267.490000 sec): 3 clusters
  Score: Raw -41293751.207144 + Penalty 4154.081601 = -41289597.125544
  nChanged 8362
		SP:Iteration 13Q (1268.440000 sec): 3 clusters
  Score: Raw -41295958.378288 + Penalty 4154.081601 = -41291804.296687
  nChanged 6432
		SP:Iteration 14Q (1269.390000 sec): 3 clusters
  Score: Raw -41297382.463528 + Penalty 4154.081601 = -41293228.381927
  nChanged 5223
		SP:Iteration 15Q (1270.330000 sec): 3 clusters
  Score: Raw -41298512.641320 + Penalty 4154.081601 = -41294358.559720
  nChanged 4951
		SP:Iteration 16Q (1271.270000 sec): 3 clusters
  Score: Raw -41299610.944286 + Penalty 4154.081601 = -41295456.862685
  nChanged 5079
		SP:Iteration 17Q (1272.190000 sec): 3 clusters
  Score: Raw -41300810.789217 + Penalty 4154.081601 = -41296656.707616
  nChanged 5360
		SP:Iteration 18Q (1273.130000 sec): 3 clusters
  Score: Raw -41302121.873303 + Penalty 4154.081601 = -41297967.791702
  nChanged 5472
		SP:Iteration 19Q (1274.050000 sec): 3 clusters
  Score: Raw -41303505.644306 + Penalty 4154.081601 = -41299351.562706
  nChanged 5639
		SP:Iteration 20F (1275.000000 sec): 3 clusters
  Score: Raw -41305005.252991 + Penalty 4154.081601 = -41300851.171390
  nChanged 5880
		SP:Iteration 21Q (1275.920000 sec): 3 clusters
  Score: Raw -41306679.946964 + Penalty 4154.081601 = -41302525.865363
  nChanged 6093
		SP:Iteration 22Q (1276.830000 sec): 3 clusters
  Score: Raw -41308531.920665 + Penalty 4154.081601 = -41304377.839064
  nChanged 6418
		SP:Iteration 23Q (1277.740000 sec): 3 clusters
  Score: Raw -41310607.267824 + Penalty 4154.081601 = -41306453.186223
  nChanged 6549
		SP:Iteration 24Q (1278.650000 sec): 3 clusters
  Score: Raw -41312841.392855 + Penalty 4154.081601 = -41308687.311255
  nChanged 6587
		SP:Iteration 25Q (1279.540000 sec): 3 clusters
  Score: Raw -41315145.921971 + Penalty 4154.081601 = -41310991.840371
  nChanged 6581
		SP:Iteration 26Q (1280.430000 sec): 3 clusters
  Score: Raw -41317556.426467 + Penalty 4154.081601 = -41313402.344866
  nChanged 6709
		SP:Iteration 27Q (1281.310000 sec): 3 clusters
  Score: Raw -41320126.272650 + Penalty 4154.081601 = -41315972.191049
  nChanged 6579
		SP:Iteration 28Q (1282.180000 sec): 3 clusters
  Score: Raw -41322689.339867 + Penalty 4154.081601 = -41318535.258266
  nChanged 6441
		SP:Iteration 29Q (1283.040000 sec): 3 clusters
  Score: Raw -41325221.298852 + Penalty 4154.081601 = -41321067.217251
  nChanged 6168
		SP:Iteration 30Q (1283.870000 sec): 3 clusters
  Score: Raw -41327633.406675 + Penalty 4154.081601 = -41323479.325075
  nChanged 5889
		SP:Iteration 31Q (1284.690000 sec): 3 clusters
  Score: Raw -41329907.802165 + Penalty 4154.081601 = -41325753.720564
  nChanged 5544
		SP:Iteration 32Q (1285.560000 sec): 3 clusters
  Score: Raw -41331954.561477 + Penalty 4154.081601 = -41327800.479877
  nChanged 5089
		SP:Iteration 33Q (1286.510000 sec): 3 clusters
  Score: Raw -41333712.267719 + Penalty 4154.081601 = -41329558.186118
  nChanged 4531
		SP:Iteration 34Q (1287.550000 sec): 3 clusters
  Score: Raw -41335146.720958 + Penalty 4154.081601 = -41330992.639357
  nChanged 4119
		SP:Iteration 35Q (1288.580000 sec): 3 clusters
  Score: Raw -41336416.722581 + Penalty 4154.081601 = -41332262.640980
  nChanged 3731
		SP:Iteration 36Q (1289.370000 sec): 3 clusters
  Score: Raw -41337472.037663 + Penalty 4154.081601 = -41333317.956062
  nChanged 3178
		SP:Iteration 37Q (1290.170000 sec): 3 clusters
  Score: Raw -41338259.234883 + Penalty 4154.081601 = -41334105.153282
  nChanged 2748
		SP:Iteration 38Q (1290.940000 sec): 3 clusters
  Score: Raw -41338867.433061 + Penalty 4154.081601 = -41334713.351460
  nChanged 2457
		SP:Iteration 39Q (1291.710000 sec): 3 clusters
  Score: Raw -41339364.354934 + Penalty 4154.081601 = -41335210.273333
  nChanged 2125
		SP:Iteration 40F (1292.670000 sec): 3 clusters
  Score: Raw -41339884.768379 + Penalty 4154.081601 = -41335730.686778
  nChanged 1975
		SP:Iteration 41Q (1293.440000 sec): 3 clusters
  Score: Raw -41340279.223407 + Penalty 4154.081601 = -41336125.141806
  nChanged 1825
		SP:Iteration 42Q (1294.250000 sec): 3 clusters
  Score: Raw -41340595.576085 + Penalty 4154.081601 = -41336441.494484
  nChanged 1565
		SP:Iteration 43Q (1295.050000 sec): 3 clusters
  Score: Raw -41340831.187366 + Penalty 4154.081601 = -41336677.105765
  nChanged 1362
		SP:Iteration 44Q (1295.800000 sec): 3 clusters
  Score: Raw -41341024.764819 + Penalty 4154.081601 = -41336870.683218
  nChanged 1217
		SP:Iteration 45Q (1296.560000 sec): 3 clusters
  Score: Raw -41341177.990587 + Penalty 4154.081601 = -41337023.908987
  nChanged 1012
		SP:Iteration 46Q (1297.290000 sec): 3 clusters
  Score: Raw -41341296.640190 + Penalty 4154.081601 = -41337142.558589
  nChanged 901
		SP:Iteration 47Q (1298.030000 sec): 3 clusters
  Score: Raw -41341389.499699 + Penalty 4154.081601 = -41337235.418098
  nChanged 774
		SP:Iteration 48Q (1298.780000 sec): 3 clusters
  Score: Raw -41341461.987678 + Penalty 4154.081601 = -41337307.906077
  nChanged 684
		SP:Iteration 49Q (1299.520000 sec): 3 clusters
  Score: Raw -41341523.629444 + Penalty 4154.081601 = -41337369.547843
  nChanged 572
		SP:Iteration 50Q (1300.270000 sec): 3 clusters
  Score: Raw -41341568.222980 + Penalty 4154.081601 = -41337414.141379
  nChanged 477
		SP:Iteration 51Q (1301.010000 sec): 3 clusters
  Score: Raw -41341600.782199 + Penalty 4154.081601 = -41337446.700599
  nChanged 402
		SP:Iteration 52Q (1301.740000 sec): 3 clusters
  Score: Raw -41341625.557244 + Penalty 4154.081601 = -41337471.475643
  nChanged 345
		SP:Iteration 53Q (1302.480000 sec): 3 clusters
  Score: Raw -41341644.968375 + Penalty 4154.081601 = -41337490.886774
  nChanged 291
		SP:Iteration 54Q (1303.220000 sec): 3 clusters
  Score: Raw -41341659.712277 + Penalty 4154.081601 = -41337505.630677
  nChanged 252
		SP:Iteration 55Q (1303.970000 sec): 3 clusters
  Score: Raw -41341671.656023 + Penalty 4154.081601 = -41337517.574423
  nChanged 232
		SP:Iteration 56Q (1304.710000 sec): 3 clusters
  Score: Raw -41341682.448047 + Penalty 4154.081601 = -41337528.366446
  nChanged 188
		SP:Iteration 57Q (1305.510000 sec): 3 clusters
  Score: Raw -41341689.968370 + Penalty 4154.081601 = -41337535.886769
  nChanged 159
		SP:Iteration 58Q (1306.260000 sec): 3 clusters
  Score: Raw -41341695.499306 + Penalty 4154.081601 = -41337541.417705
  nChanged 131
		SP:Iteration 59Q (1306.990000 sec): 3 clusters
  Score: Raw -41341700.250466 + Penalty 4154.081601 = -41337546.168865
  nChanged 114
		SP:Iteration 60F (1307.940000 sec): 3 clusters
  Score: Raw -41341704.299089 + Penalty 4154.081601 = -41337550.217488
  nChanged 114
		SP:Iteration 61Q (1308.670000 sec): 3 clusters
  Score: Raw -41341708.914298 + Penalty 4154.081601 = -41337554.832697
  nChanged 122
		SP:Iteration 62Q (1309.410000 sec): 3 clusters
  Score: Raw -41341713.644155 + Penalty 4154.081601 = -41337559.562555
  nChanged 128
		SP:Iteration 63Q (1310.140000 sec): 3 clusters
  Score: Raw -41341718.391678 + Penalty 4154.081601 = -41337564.310078
  nChanged 111
		SP:Iteration 64Q (1310.880000 sec): 3 clusters
  Score: Raw -41341722.013921 + Penalty 4154.081601 = -41337567.932321
  nChanged 109
		SP:Iteration 65Q (1311.620000 sec): 3 clusters
  Score: Raw -41341725.734921 + Penalty 4154.081601 = -41337571.653321
  nChanged 92
		SP:Iteration 66Q (1312.360000 sec): 3 clusters
  Score: Raw -41341728.424070 + Penalty 4154.081601 = -41337574.342469
  nChanged 83
		SP:Iteration 67Q (1313.100000 sec): 3 clusters
  Score: Raw -41341730.547025 + Penalty 4154.081601 = -41337576.465424
  nChanged 64
		SP:Iteration 68Q (1313.830000 sec): 3 clusters
  Score: Raw -41341732.107474 + Penalty 4154.081601 = -41337578.025873
  nChanged 58
		SP:Iteration 69Q (1314.560000 sec): 3 clusters
  Score: Raw -41341733.531699 + Penalty 4154.081601 = -41337579.450098
  nChanged 41
		SP:Iteration 70Q (1315.300000 sec): 3 clusters
  Score: Raw -41341734.367476 + Penalty 4154.081601 = -41337580.285875
  nChanged 29
		SP:Iteration 71Q (1316.030000 sec): 3 clusters
  Score: Raw -41341735.099918 + Penalty 4154.081601 = -41337581.018317
  nChanged 38
		SP:Iteration 72Q (1316.770000 sec): 3 clusters
  Score: Raw -41341736.119353 + Penalty 4154.081601 = -41337582.037752
  nChanged 41
		SP:Iteration 73Q (1317.500000 sec): 3 clusters
  Score: Raw -41341737.096647 + Penalty 4154.081601 = -41337583.015046
  nChanged 37
		SP:Iteration 74Q (1318.240000 sec): 3 clusters
  Score: Raw -41341738.052347 + Penalty 4154.081601 = -41337583.970746
  nChanged 50
		SP:Iteration 75Q (1318.970000 sec): 3 clusters
  Score: Raw -41341739.461533 + Penalty 4154.081601 = -41337585.379932
  nChanged 42
		SP:Iteration 76Q (1319.700000 sec): 3 clusters
  Score: Raw -41341740.622526 + Penalty 4154.081601 = -41337586.540925
  nChanged 41
		SP:Iteration 77Q (1320.440000 sec): 3 clusters
  Score: Raw -41341741.533955 + Penalty 4154.081601 = -41337587.452354
  nChanged 39
		SP:Iteration 78Q (1321.170000 sec): 3 clusters
  Score: Raw -41341742.467531 + Penalty 4154.081601 = -41337588.385930
  nChanged 40
		SP:Iteration 79Q (1321.900000 sec): 3 clusters
  Score: Raw -41341743.391992 + Penalty 4154.081601 = -41337589.310391
  nChanged 38
		SP:Iteration 80F (1322.840000 sec): 3 clusters
  Score: Raw -41341744.381989 + Penalty 4154.081601 = -41337590.300389
  nChanged 37
		SP:Iteration 81Q (1323.580000 sec): 3 clusters
  Score: Raw -41341745.320461 + Penalty 4154.081601 = -41337591.238860
  nChanged 42
		SP:Iteration 82Q (1324.320000 sec): 3 clusters
  Score: Raw -41341746.294834 + Penalty 4154.081601 = -41337592.213233
  nChanged 44
		SP:Iteration 83Q (1325.050000 sec): 3 clusters
  Score: Raw -41341747.334507 + Penalty 4154.081601 = -41337593.252907
  nChanged 42
		SP:Iteration 84Q (1325.780000 sec): 3 clusters
  Score: Raw -41341748.175193 + Penalty 4154.081601 = -41337594.093592
  nChanged 36
		SP:Iteration 85Q (1326.510000 sec): 3 clusters
  Score: Raw -41341748.884258 + Penalty 4154.081601 = -41337594.802657
  nChanged 39
		SP:Iteration 86Q (1327.250000 sec): 3 clusters
  Score: Raw -41341749.627569 + Penalty 4154.081601 = -41337595.545969
  nChanged 33
		SP:Iteration 87Q (1327.980000 sec): 3 clusters
  Score: Raw -41341750.246222 + Penalty 4154.081601 = -41337596.164622
  nChanged 33
		SP:Iteration 88Q (1328.710000 sec): 3 clusters
  Score: Raw -41341750.862510 + Penalty 4154.081601 = -41337596.780909
  nChanged 26
		SP:Iteration 89Q (1329.440000 sec): 3 clusters
  Score: Raw -41341751.364010 + Penalty 4154.081601 = -41337597.282409
  nChanged 25
		SP:Iteration 90Q (1330.170000 sec): 3 clusters
  Score: Raw -41341751.835174 + Penalty 4154.081601 = -41337597.753573
  nChanged 19
		SP:Iteration 91Q (1330.900000 sec): 3 clusters
  Score: Raw -41341752.136377 + Penalty 4154.081601 = -41337598.054776
  nChanged 19
		SP:Iteration 92Q (1331.630000 sec): 3 clusters
  Score: Raw -41341752.483823 + Penalty 4154.081601 = -41337598.402222
  nChanged 14
		SP:Iteration 93Q (1332.360000 sec): 3 clusters
  Score: Raw -41341752.793550 + Penalty 4154.081601 = -41337598.711949
  nChanged 22
		SP:Iteration 94Q (1333.090000 sec): 3 clusters
  Score: Raw -41341753.154203 + Penalty 4154.081601 = -41337599.072602
  nChanged 12
		SP:Iteration 95Q (1333.820000 sec): 3 clusters
  Score: Raw -41341753.327061 + Penalty 4154.081601 = -41337599.245460
  nChanged 5
		SP:Iteration 96Q (1334.550000 sec): 3 clusters
  Score: Raw -41341753.406277 + Penalty 4154.081601 = -41337599.324676
  nChanged 7
		SP:Iteration 97Q (1335.280000 sec): 3 clusters
  Score: Raw -41341753.570634 + Penalty 4154.081601 = -41337599.489033
  nChanged 11
		SP:Iteration 98Q (1336.010000 sec): 3 clusters
  Score: Raw -41341753.791804 + Penalty 4154.081601 = -41337599.710204
  nChanged 14
		SP:Iteration 99Q (1336.740000 sec): 3 clusters
  Score: Raw -41341753.993320 + Penalty 4154.081601 = -41337599.911719
  nChanged 10
		SP:Iteration 100F (1337.690000 sec): 3 clusters
  Score: Raw -41341754.149118 + Penalty 4154.081601 = -41337600.067518
  nChanged 8
		SP:Iteration 101Q (1338.420000 sec): 3 clusters
  Score: Raw -41341754.266723 + Penalty 4154.081601 = -41337600.185122
  nChanged 7
		SP:Iteration 102Q (1339.150000 sec): 3 clusters
  Score: Raw -41341754.359504 + Penalty 4154.081601 = -41337600.277903
  nChanged 6
		SP:Iteration 103Q (1339.880000 sec): 3 clusters
  Score: Raw -41341754.423785 + Penalty 4154.081601 = -41337600.342185
  nChanged 6
		SP:Iteration 104Q (1340.620000 sec): 3 clusters
  Score: Raw -41341754.499637 + Penalty 4154.081601 = -41337600.418036
  nChanged 7
		SP:Iteration 105Q (1341.360000 sec): 3 clusters
  Score: Raw -41341754.602151 + Penalty 4154.081601 = -41337600.520550
  nChanged 6
		SP:Iteration 106Q (1342.090000 sec): 3 clusters
  Score: Raw -41341754.688909 + Penalty 4154.081601 = -41337600.607308
  nChanged 5
		SP:Iteration 107Q (1342.830000 sec): 3 clusters
  Score: Raw -41341754.758865 + Penalty 4154.081601 = -41337600.677265
  nChanged 4
		SP:Iteration 108Q (1343.570000 sec): 3 clusters
  Score: Raw -41341754.837694 + Penalty 4154.081601 = -41337600.756093
  nChanged 5
		SP:Iteration 109Q (1344.320000 sec): 3 clusters
  Score: Raw -41341754.919180 + Penalty 4154.081601 = -41337600.837579
  nChanged 4
		SP:Iteration 110Q (1345.050000 sec): 3 clusters
  Score: Raw -41341754.973305 + Penalty 4154.081601 = -41337600.891705
  nChanged 4
		SP:Iteration 111Q (1345.790000 sec): 3 clusters
  Score: Raw -41341755.034845 + Penalty 4154.081601 = -41337600.953245
  nChanged 7
		SP:Iteration 112Q (1346.560000 sec): 3 clusters
  Score: Raw -41341755.151449 + Penalty 4154.081601 = -41337601.069849
  nChanged 6
		SP:Iteration 113Q (1347.290000 sec): 3 clusters
  Score: Raw -41341755.271103 + Penalty 4154.081601 = -41337601.189502
  nChanged 9
		SP:Iteration 114Q (1348.020000 sec): 3 clusters
  Score: Raw -41341755.426939 + Penalty 4154.081601 = -41337601.345338
  nChanged 4
		SP:Iteration 115Q (1348.750000 sec): 3 clusters
  Score: Raw -41341755.488906 + Penalty 4154.081601 = -41337601.407306
  nChanged 5
		SP:Iteration 116Q (1349.490000 sec): 3 clusters
  Score: Raw -41341755.566793 + Penalty 4154.081601 = -41337601.485192
  nChanged 7
		SP:Iteration 117Q (1350.220000 sec): 3 clusters
  Score: Raw -41341755.677074 + Penalty 4154.081601 = -41337601.595474
  nChanged 7
		SP:Iteration 118Q (1350.960000 sec): 3 clusters
  Score: Raw -41341755.780735 + Penalty 4154.081601 = -41337601.699134
  nChanged 8
		SP:Iteration 119Q (1351.690000 sec): 3 clusters
  Score: Raw -41341755.915739 + Penalty 4154.081601 = -41337601.834138
  nChanged 8
		SP:Iteration 120F (1352.640000 sec): 3 clusters
  Score: Raw -41341756.019791 + Penalty 4154.081601 = -41337601.938190
  nChanged 2
		SP:Iteration 121Q (1353.370000 sec): 3 clusters
  Score: Raw -41341756.059876 + Penalty 4154.081601 = -41337601.978275
  nChanged 2
		SP:Iteration 122Q (1354.110000 sec): 3 clusters
  Score: Raw -41341756.079577 + Penalty 4154.081601 = -41337601.997977
  nChanged 0
		SP:Iteration 123F (1355.050000 sec): 3 clusters
  Score: Raw -41341756.079577 + Penalty 4154.081601 = -41337601.997977
  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 14.07 GB.

 Trying to split cluster 35 (13974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1355.260000 sec): 2 clusters
  Score: Raw -1600097.061182 + Penalty 1551.054983 = -1598546.006199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1355.300000 sec): 3 clusters
  Score: Raw -1591800.333998 + Penalty 3102.109965 = -1588698.224033
  nChanged 6246
		SP:Iteration 1F (1355.330000 sec): 3 clusters
  Score: Raw -1595308.834623 + Penalty 3102.109965 = -1592206.724658
  nChanged 829
		SP:Iteration 2F (1355.370000 sec): 3 clusters
  Score: Raw -1595646.818247 + Penalty 3102.109965 = -1592544.708282
  nChanged 715
		SP:Iteration 3F (1355.410000 sec): 3 clusters
  Score: Raw -1595937.168402 + Penalty 3102.109965 = -1592835.058437
  nChanged 650
		SP:Iteration 4Q (1355.440000 sec): 3 clusters
  Score: Raw -1596236.396335 + Penalty 3102.109965 = -1593134.286370
  nChanged 688
		SP:Iteration 5Q (1355.470000 sec): 3 clusters
  Score: Raw -1596605.872542 + Penalty 3102.109965 = -1593503.762577
  nChanged 776
		SP:Iteration 6F (1355.510000 sec): 3 clusters
  Score: Raw -1597111.567946 + Penalty 3102.109965 = -1594009.457980
  nChanged 845
		SP:Iteration 7F (1355.550000 sec): 3 clusters
  Score: Raw -1597714.693672 + Penalty 3102.109965 = -1594612.583707
  nChanged 798
		SP:Iteration 8F (1355.580000 sec): 3 clusters
  Score: Raw -1598272.756625 + Penalty 3102.109965 = -1595170.646659
  nChanged 700
		SP:Iteration 9F (1355.610000 sec): 3 clusters
  Score: Raw -1598772.616095 + Penalty 3102.109965 = -1595670.506130
  nChanged 579
		SP:Iteration 10Q (1355.650000 sec): 3 clusters
  Score: Raw -1599166.711448 + Penalty 3102.109965 = -1596064.601483
  nChanged 464
		SP:Iteration 11Q (1355.690000 sec): 3 clusters
  Score: Raw -1599454.034491 + Penalty 3102.109965 = -1596351.924526
  nChanged 365
		SP:Iteration 12Q (1355.720000 sec): 3 clusters
  Score: Raw -1599740.689729 + Penalty 3102.109965 = -1596638.579763
  nChanged 346
		SP:Iteration 13Q (1355.760000 sec): 3 clusters
  Score: Raw -1600024.882713 + Penalty 3102.109965 = -1596922.772748
  nChanged 302
		SP:Iteration 14Q (1355.790000 sec): 3 clusters
  Score: Raw -1600313.446589 + Penalty 3102.109965 = -1597211.336624
  nChanged 278
		SP:Iteration 15Q (1355.820000 sec): 3 clusters
  Score: Raw -1600605.612625 + Penalty 3102.109965 = -1597503.502660
  nChanged 251
		SP:Iteration 16Q (1355.850000 sec): 3 clusters
  Score: Raw -1600924.069544 + Penalty 3102.109965 = -1597821.959578
  nChanged 256
		SP:Iteration 17Q (1355.880000 sec): 3 clusters
  Score: Raw -1601181.435918 + Penalty 3102.109965 = -1598079.325953
  nChanged 189
		SP:Iteration 18Q (1355.910000 sec): 3 clusters
  Score: Raw -1601302.456201 + Penalty 3102.109965 = -1598200.346235
  nChanged 156
		SP:Iteration 19Q (1355.940000 sec): 3 clusters
  Score: Raw -1601378.417714 + Penalty 3102.109965 = -1598276.307749
  nChanged 121
		SP:Iteration 20F (1355.970000 sec): 3 clusters
  Score: Raw -1601430.376912 + Penalty 3102.109965 = -1598328.266947
  nChanged 103
		SP:Iteration 21Q (1356.010000 sec): 3 clusters
  Score: Raw -1601468.210627 + Penalty 3102.109965 = -1598366.100662
  nChanged 85
		SP:Iteration 22Q (1356.030000 sec): 3 clusters
  Score: Raw -1601499.236599 + Penalty 3102.109965 = -1598397.126634
  nChanged 85
		SP:Iteration 23Q (1356.060000 sec): 3 clusters
  Score: Raw -1601530.367201 + Penalty 3102.109965 = -1598428.257235
  nChanged 73
		SP:Iteration 24Q (1356.090000 sec): 3 clusters
  Score: Raw -1601556.940090 + Penalty 3102.109965 = -1598454.830125
  nChanged 73
		SP:Iteration 25Q (1356.120000 sec): 3 clusters
  Score: Raw -1601585.419997 + Penalty 3102.109965 = -1598483.310032
  nChanged 85
		SP:Iteration 26Q (1356.150000 sec): 3 clusters
  Score: Raw -1601619.816352 + Penalty 3102.109965 = -1598517.706386
  nChanged 84
		SP:Iteration 27Q (1356.170000 sec): 3 clusters
  Score: Raw -1601648.996052 + Penalty 3102.109965 = -1598546.886086
  nChanged 68
		SP:Iteration 28Q (1356.200000 sec): 3 clusters
  Score: Raw -1601669.992742 + Penalty 3102.109965 = -1598567.882777
  nChanged 57
		SP:Iteration 29Q (1356.230000 sec): 3 clusters
  Score: Raw -1601684.377748 + Penalty 3102.109965 = -1598582.267783
  nChanged 51
		SP:Iteration 30Q (1356.260000 sec): 3 clusters
  Score: Raw -1601700.250646 + Penalty 3102.109965 = -1598598.140681
  nChanged 61
		SP:Iteration 31Q (1356.290000 sec): 3 clusters
  Score: Raw -1601717.940751 + Penalty 3102.109965 = -1598615.830786
  nChanged 60
		SP:Iteration 32Q (1356.310000 sec): 3 clusters
  Score: Raw -1601736.450791 + Penalty 3102.109965 = -1598634.340826
  nChanged 64
		SP:Iteration 33Q (1356.340000 sec): 3 clusters
  Score: Raw -1601753.971085 + Penalty 3102.109965 = -1598651.861120
  nChanged 54
		SP:Iteration 34Q (1356.370000 sec): 3 clusters
  Score: Raw -1601768.862249 + Penalty 3102.109965 = -1598666.752284
  nChanged 41
		SP:Iteration 35Q (1356.400000 sec): 3 clusters
  Score: Raw -1601776.684332 + Penalty 3102.109965 = -1598674.574367
  nChanged 32
		SP:Iteration 36Q (1356.430000 sec): 3 clusters
  Score: Raw -1601782.367439 + Penalty 3102.109965 = -1598680.257474
  nChanged 32
		SP:Iteration 37Q (1356.450000 sec): 3 clusters
  Score: Raw -1601788.421968 + Penalty 3102.109965 = -1598686.312003
  nChanged 25
		SP:Iteration 38Q (1356.480000 sec): 3 clusters
  Score: Raw -1601791.724560 + Penalty 3102.109965 = -1598689.614595
  nChanged 26
		SP:Iteration 39Q (1356.510000 sec): 3 clusters
  Score: Raw -1601796.049315 + Penalty 3102.109965 = -1598693.939350
  nChanged 24
		SP:Iteration 40F (1356.540000 sec): 3 clusters
  Score: Raw -1601801.904763 + Penalty 3102.109965 = -1598699.794798
  nChanged 18
		SP:Iteration 41Q (1356.570000 sec): 3 clusters
  Score: Raw -1601804.731544 + Penalty 3102.109965 = -1598702.621579
  nChanged 19
		SP:Iteration 42Q (1356.600000 sec): 3 clusters
  Score: Raw -1601807.250822 + Penalty 3102.109965 = -1598705.140857
  nChanged 17
		SP:Iteration 43Q (1356.630000 sec): 3 clusters
  Score: Raw -1601808.893046 + Penalty 3102.109965 = -1598706.783081
  nChanged 15
		SP:Iteration 44Q (1356.660000 sec): 3 clusters
  Score: Raw -1601810.273200 + Penalty 3102.109965 = -1598708.163235
  nChanged 12
		SP:Iteration 45Q (1356.690000 sec): 3 clusters
  Score: Raw -1601811.599995 + Penalty 3102.109965 = -1598709.490030
  nChanged 6
		SP:Iteration 46Q (1356.720000 sec): 3 clusters
  Score: Raw -1601812.192452 + Penalty 3102.109965 = -1598710.082487
  nChanged 10
		SP:Iteration 47Q (1356.750000 sec): 3 clusters
  Score: Raw -1601813.449906 + Penalty 3102.109965 = -1598711.339941
  nChanged 8
		SP:Iteration 48Q (1356.770000 sec): 3 clusters
  Score: Raw -1601814.381460 + Penalty 3102.109965 = -1598712.271495
  nChanged 7
		SP:Iteration 49Q (1356.800000 sec): 3 clusters
  Score: Raw -1601815.527986 + Penalty 3102.109965 = -1598713.418021
  nChanged 5
		SP:Iteration 50Q (1356.830000 sec): 3 clusters
  Score: Raw -1601815.920611 + Penalty 3102.109965 = -1598713.810645
  nChanged 4
		SP:Iteration 51Q (1356.860000 sec): 3 clusters
  Score: Raw -1601816.437799 + Penalty 3102.109965 = -1598714.327834
  nChanged 4
		SP:Iteration 52Q (1356.890000 sec): 3 clusters
  Score: Raw -1601816.784931 + Penalty 3102.109965 = -1598714.674966
  nChanged 5
		SP:Iteration 53Q (1356.920000 sec): 3 clusters
  Score: Raw -1601817.256884 + Penalty 3102.109965 = -1598715.146919
  nChanged 4
		SP:Iteration 54Q (1356.950000 sec): 3 clusters
  Score: Raw -1601817.676699 + Penalty 3102.109965 = -1598715.566734
  nChanged 6
		SP:Iteration 55Q (1356.980000 sec): 3 clusters
  Score: Raw -1601818.204717 + Penalty 3102.109965 = -1598716.094752
  nChanged 3
		SP:Iteration 56Q (1357.010000 sec): 3 clusters
  Score: Raw -1601818.468081 + Penalty 3102.109965 = -1598716.358116
  nChanged 6
		SP:Iteration 57Q (1357.040000 sec): 3 clusters
  Score: Raw -1601819.063119 + Penalty 3102.109965 = -1598716.953153
  nChanged 4
		SP:Iteration 58Q (1357.070000 sec): 3 clusters
  Score: Raw -1601819.329847 + Penalty 3102.109965 = -1598717.219882
  nChanged 3
		SP:Iteration 59Q (1357.100000 sec): 3 clusters
  Score: Raw -1601819.546673 + Penalty 3102.109965 = -1598717.436707
  nChanged 2
		SP:Iteration 60F (1357.130000 sec): 3 clusters
  Score: Raw -1601819.714722 + Penalty 3102.109965 = -1598717.604757
  nChanged 1
		SP:Iteration 61Q (1357.160000 sec): 3 clusters
  Score: Raw -1601819.828947 + Penalty 3102.109965 = -1598717.718982
  nChanged 0
		SP:Iteration 62F (1357.200000 sec): 3 clusters
  Score: Raw -1601819.828947 + Penalty 3102.109965 = -1598717.718982
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Iteration 59Q (1375.630000 sec): 53 clusters
  Score: Raw -173378388.635488 + Penalty 120462.186219 = -173257926.449269
  nChanged 22782
Iteration 60F (1448.160000 sec): 53 clusters
  Score: Raw -173476080.598042 + Penalty 120462.186219 = -173355618.411823
  nChanged 21510
Iteration 61Q (1459.230000 sec): 53 clusters
  Score: Raw -173654404.680769 + Penalty 120462.186219 = -173533942.494550
  nChanged 12246
Iteration 62Q (1469.810000 sec): 53 clusters
  Score: Raw -173663025.081093 + Penalty 120462.186219 = -173542562.894874
  nChanged 9242
Iteration 63Q (1480.190000 sec): 53 clusters
  Score: Raw -173670446.236486 + Penalty 120462.186219 = -173549984.050267
  nChanged 7697
Iteration 64Q (1490.570000 sec): 53 clusters
  Score: Raw -173676266.614880 + Penalty 120462.186219 = -173555804.428662
  nChanged 6430
Iteration 65Q (1500.880000 sec): 53 clusters
  Score: Raw -173679646.028837 + Penalty 120462.186219 = -173559183.842619
  nChanged 5427
Iteration 66Q (1511.050000 sec): 53 clusters
  Score: Raw -173681721.828571 + Penalty 120462.186219 = -173561259.642352
  nChanged 4542
Iteration 67Q (1521.160000 sec): 53 clusters
  Score: Raw -173683095.704134 + Penalty 120462.186219 = -173562633.517915
  nChanged 3795
Iteration 68Q (1531.130000 sec): 53 clusters
  Score: Raw -173683753.694613 + Penalty 120462.186219 = -173563291.508394
  nChanged 3150
Iteration 69Q (1541.160000 sec): 53 clusters
  Score: Raw -173684307.630603 + Penalty 120462.186219 = -173563845.444384
  nChanged 2694
Iteration 70Q (1551.050000 sec): 53 clusters
  Score: Raw -173684784.294523 + Penalty 120462.186219 = -173564322.108304
  nChanged 2363
Iteration 71Q (1561.000000 sec): 53 clusters
  Score: Raw -173685142.035043 + Penalty 120462.186219 = -173564679.848824
  nChanged 2013
Iteration 72Q (1570.870000 sec): 53 clusters
  Score: Raw -173685376.672063 + Penalty 120462.186219 = -173564914.485844
  nChanged 1715
Iteration 73Q (1580.600000 sec): 53 clusters
  Score: Raw -173685530.603564 + Penalty 120462.186219 = -173565068.417346
  nChanged 1578
Iteration 74Q (1590.400000 sec): 53 clusters
  Score: Raw -173685647.865654 + Penalty 120462.186219 = -173565185.679435
  nChanged 1386
Iteration 75Q (1600.180000 sec): 53 clusters
  Score: Raw -173685742.649472 + Penalty 120462.186219 = -173565280.463253
  nChanged 1194
Iteration 76Q (1609.910000 sec): 53 clusters
  Score: Raw -173685807.495977 + Penalty 120462.186219 = -173565345.309759
  nChanged 1047
Iteration 77Q (1619.590000 sec): 53 clusters
  Score: Raw -173685854.789983 + Penalty 120462.186219 = -173565392.603764
  nChanged 839
Iteration 78Q (1629.250000 sec): 53 clusters
  Score: Raw -173685893.167576 + Penalty 120462.186219 = -173565430.981357
  nChanged 778
Iteration 79Q (1638.920000 sec): 53 clusters
  Score: Raw -173685925.579148 + Penalty 120462.186219 = -173565463.392929
  nChanged 724
Iteration 80F (1711.450000 sec): 53 clusters
  Score: Raw -173761571.364271 + Penalty 120462.186219 = -173641109.178053
  nChanged 1756
Iteration 81Q (1721.730000 sec): 53 clusters
  Score: Raw -173766257.522662 + Penalty 120462.186219 = -173645795.336444
  nChanged 996
Iteration 82Q (1731.890000 sec): 53 clusters
  Score: Raw -173766453.775781 + Penalty 120462.186219 = -173645991.589562
  nChanged 933
Iteration 83Q (1742.070000 sec): 53 clusters
  Score: Raw -173766587.680680 + Penalty 120462.186219 = -173646125.494461
  nChanged 843
Iteration 84Q (1752.270000 sec): 53 clusters
  Score: Raw -173766689.977103 + Penalty 120462.186219 = -173646227.790884
  nChanged 700
Iteration 85Q (1762.420000 sec): 53 clusters
  Score: Raw -173766771.908499 + Penalty 120462.186219 = -173646309.722280
  nChanged 692
Iteration 86Q (1772.610000 sec): 53 clusters
  Score: Raw -173766864.618422 + Penalty 120462.186219 = -173646402.432203
  nChanged 595
Iteration 87Q (1782.820000 sec): 53 clusters
  Score: Raw -173766943.838289 + Penalty 120462.186219 = -173646481.652071
  nChanged 560
Iteration 88Q (1793.090000 sec): 53 clusters
  Score: Raw -173767021.801360 + Penalty 120462.186219 = -173646559.615142
  nChanged 543
Iteration 89Q (1803.250000 sec): 53 clusters
  Score: Raw -173767100.890676 + Penalty 120462.186219 = -173646638.704457
  nChanged 501
Iteration 90Q (1813.390000 sec): 53 clusters
  Score: Raw -173767206.331531 + Penalty 120462.186219 = -173646744.145312
  nChanged 497
Iteration 91Q (1823.550000 sec): 53 clusters
  Score: Raw -173767325.658436 + Penalty 120462.186219 = -173646863.472218
  nChanged 447
Iteration 92Q (1833.620000 sec): 53 clusters
  Score: Raw -173767376.635027 + Penalty 120462.186219 = -173646914.448808
  nChanged 367
Iteration 93Q (1843.650000 sec): 53 clusters
  Score: Raw -173767402.821224 + Penalty 120462.186219 = -173646940.635006
  nChanged 337
Iteration 94Q (1853.690000 sec): 53 clusters
  Score: Raw -173767431.076448 + Penalty 120462.186219 = -173646968.890229
  nChanged 346
Iteration 95Q (1863.710000 sec): 53 clusters
  Score: Raw -173767503.365484 + Penalty 120462.186219 = -173647041.179266
  nChanged 306
Iteration 96Q (1873.750000 sec): 53 clusters
  Score: Raw -173767566.282785 + Penalty 120462.186219 = -173647104.096566
  nChanged 291
Iteration 97Q (1883.800000 sec): 53 clusters
  Score: Raw -173767604.653758 + Penalty 120462.186219 = -173647142.467539
  nChanged 296
Iteration 98Q (1893.800000 sec): 53 clusters
  Score: Raw -173767629.249908 + Penalty 120462.186219 = -173647167.063689
  nChanged 247
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173767629.249908 + Penalty 120462.186219 = -173647167.063689
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (27133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1894.110000 sec): 2 clusters
  Score: Raw -3189934.314039 + Penalty 1658.882221 = -3188275.431818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1894.180000 sec): 3 clusters
  Score: Raw -3173311.924636 + Penalty 3317.764443 = -3169994.160193
  nChanged 12391
		SP:Iteration 1F (1894.260000 sec): 3 clusters
  Score: Raw -3180004.125067 + Penalty 3317.764443 = -3176686.360624
  nChanged 1342
		SP:Iteration 2Q (1894.330000 sec): 3 clusters
  Score: Raw -3180499.653914 + Penalty 3317.764443 = -3177181.889471
  nChanged 1324
		SP:Iteration 3Q (1894.400000 sec): 3 clusters
  Score: Raw -3181039.740933 + Penalty 3317.764443 = -3177721.976490
  nChanged 1323
		SP:Iteration 4Q (1894.480000 sec): 3 clusters
  Score: Raw -3181690.661059 + Penalty 3317.764443 = -3178372.896616
  nChanged 1434
		SP:Iteration 5F (1894.550000 sec): 3 clusters
  Score: Raw -3182529.089873 + Penalty 3317.764443 = -3179211.325430
  nChanged 1534
		SP:Iteration 6F (1894.620000 sec): 3 clusters
  Score: Raw -3183450.046750 + Penalty 3317.764443 = -3180132.282307
  nChanged 1446
		SP:Iteration 7F (1894.690000 sec): 3 clusters
  Score: Raw -3184331.205001 + Penalty 3317.764443 = -3181013.440558
  nChanged 1388
		SP:Iteration 8F (1894.760000 sec): 3 clusters
  Score: Raw -3185159.070787 + Penalty 3317.764443 = -3181841.306344
  nChanged 1266
		SP:Iteration 9Q (1894.840000 sec): 3 clusters
  Score: Raw -3185907.528409 + Penalty 3317.764443 = -3182589.763966
  nChanged 1097
		SP:Iteration 10Q (1894.910000 sec): 3 clusters
  Score: Raw -3186470.977694 + Penalty 3317.764443 = -3183153.213251
  nChanged 854
		SP:Iteration 11Q (1894.980000 sec): 3 clusters
  Score: Raw -3186839.087817 + Penalty 3317.764443 = -3183521.323374
  nChanged 639
		SP:Iteration 12Q (1895.050000 sec): 3 clusters
  Score: Raw -3187067.814997 + Penalty 3317.764443 = -3183750.050554
  nChanged 493
		SP:Iteration 13Q (1895.120000 sec): 3 clusters
  Score: Raw -3187241.157892 + Penalty 3317.764443 = -3183923.393449
  nChanged 430
		SP:Iteration 14Q (1895.190000 sec): 3 clusters
  Score: Raw -3187387.424307 + Penalty 3317.764443 = -3184069.659865
  nChanged 400
		SP:Iteration 15Q (1895.260000 sec): 3 clusters
  Score: Raw -3187534.919231 + Penalty 3317.764443 = -3184217.154788
  nChanged 413
		SP:Iteration 16Q (1895.330000 sec): 3 clusters
  Score: Raw -3187673.378511 + Penalty 3317.764443 = -3184355.614068
  nChanged 372
		SP:Iteration 17Q (1895.400000 sec): 3 clusters
  Score: Raw -3187794.008210 + Penalty 3317.764443 = -3184476.243767
  nChanged 360
		SP:Iteration 18Q (1895.470000 sec): 3 clusters
  Score: Raw -3187888.939953 + Penalty 3317.764443 = -3184571.175510
  nChanged 301
		SP:Iteration 19Q (1895.540000 sec): 3 clusters
  Score: Raw -3187967.647072 + Penalty 3317.764443 = -3184649.882629
  nChanged 266
		SP:Iteration 20F (1895.620000 sec): 3 clusters
  Score: Raw -3188025.664164 + Penalty 3317.764443 = -3184707.899721
  nChanged 220
		SP:Iteration 21Q (1895.680000 sec): 3 clusters
  Score: Raw -3188064.560878 + Penalty 3317.764443 = -3184746.796435
  nChanged 197
		SP:Iteration 22Q (1895.750000 sec): 3 clusters
  Score: Raw -3188096.192857 + Penalty 3317.764443 = -3184778.428414
  nChanged 170
		SP:Iteration 23Q (1895.820000 sec): 3 clusters
  Score: Raw -3188122.556084 + Penalty 3317.764443 = -3184804.791641
  nChanged 151
		SP:Iteration 24Q (1895.890000 sec): 3 clusters
  Score: Raw -3188145.277101 + Penalty 3317.764443 = -3184827.512658
  nChanged 140
		SP:Iteration 25Q (1895.960000 sec): 3 clusters
  Score: Raw -3188165.663958 + Penalty 3317.764443 = -3184847.899515
  nChanged 144
		SP:Iteration 26Q (1896.030000 sec): 3 clusters
  Score: Raw -3188187.380074 + Penalty 3317.764443 = -3184869.615631
  nChanged 122
		SP:Iteration 27Q (1896.100000 sec): 3 clusters
  Score: Raw -3188205.866215 + Penalty 3317.764443 = -3184888.101772
  nChanged 145
		SP:Iteration 28Q (1896.170000 sec): 3 clusters
  Score: Raw -3188229.748520 + Penalty 3317.764443 = -3184911.984077
  nChanged 141
		SP:Iteration 29Q (1896.240000 sec): 3 clusters
  Score: Raw -3188253.016510 + Penalty 3317.764443 = -3184935.252067
  nChanged 141
		SP:Iteration 30Q (1896.300000 sec): 3 clusters
  Score: Raw -3188274.768960 + Penalty 3317.764443 = -3184957.004517
  nChanged 124
		SP:Iteration 31Q (1896.370000 sec): 3 clusters
  Score: Raw -3188292.827470 + Penalty 3317.764443 = -3184975.063027
  nChanged 132
		SP:Iteration 32Q (1896.440000 sec): 3 clusters
  Score: Raw -3188312.403969 + Penalty 3317.764443 = -3184994.639526
  nChanged 130
		SP:Iteration 33Q (1896.510000 sec): 3 clusters
  Score: Raw -3188329.829307 + Penalty 3317.764443 = -3185012.064864
  nChanged 106
		SP:Iteration 34Q (1896.580000 sec): 3 clusters
  Score: Raw -3188341.275428 + Penalty 3317.764443 = -3185023.510985
  nChanged 89
		SP:Iteration 35Q (1896.640000 sec): 3 clusters
  Score: Raw -3188350.086159 + Penalty 3317.764443 = -3185032.321716
  nChanged 78
		SP:Iteration 36Q (1896.710000 sec): 3 clusters
  Score: Raw -3188356.392681 + Penalty 3317.764443 = -3185038.628238
  nChanged 69
		SP:Iteration 37Q (1896.780000 sec): 3 clusters
  Score: Raw -3188362.675918 + Penalty 3317.764443 = -3185044.911475
  nChanged 60
		SP:Iteration 38Q (1896.850000 sec): 3 clusters
  Score: Raw -3188368.430635 + Penalty 3317.764443 = -3185050.666192
  nChanged 57
		SP:Iteration 39Q (1896.920000 sec): 3 clusters
  Score: Raw -3188373.118607 + Penalty 3317.764443 = -3185055.354164
  nChanged 62
		SP:Iteration 40F (1896.990000 sec): 3 clusters
  Score: Raw -3188378.271053 + Penalty 3317.764443 = -3185060.506610
  nChanged 55
		SP:Iteration 41Q (1897.060000 sec): 3 clusters
  Score: Raw -3188382.681393 + Penalty 3317.764443 = -3185064.916950
  nChanged 59
		SP:Iteration 42Q (1897.120000 sec): 3 clusters
  Score: Raw -3188387.262073 + Penalty 3317.764443 = -3185069.497630
  nChanged 64
		SP:Iteration 43Q (1897.190000 sec): 3 clusters
  Score: Raw -3188391.856431 + Penalty 3317.764443 = -3185074.091988
  nChanged 51
		SP:Iteration 44Q (1897.260000 sec): 3 clusters
  Score: Raw -3188395.806232 + Penalty 3317.764443 = -3185078.041789
  nChanged 50
		SP:Iteration 45Q (1897.330000 sec): 3 clusters
  Score: Raw -3188399.254933 + Penalty 3317.764443 = -3185081.490490
  nChanged 54
		SP:Iteration 46Q (1897.400000 sec): 3 clusters
  Score: Raw -3188403.631874 + Penalty 3317.764443 = -3185085.867431
  nChanged 50
		SP:Iteration 47Q (1897.470000 sec): 3 clusters
  Score: Raw -3188407.901202 + Penalty 3317.764443 = -3185090.136759
  nChanged 50
		SP:Iteration 48Q (1897.540000 sec): 3 clusters
  Score: Raw -3188412.716368 + Penalty 3317.764443 = -3185094.951925
  nChanged 44
		SP:Iteration 49Q (1897.600000 sec): 3 clusters
  Score: Raw -3188415.999545 + Penalty 3317.764443 = -3185098.235102
  nChanged 38
		SP:Iteration 50Q (1897.670000 sec): 3 clusters
  Score: Raw -3188418.496897 + Penalty 3317.764443 = -3185100.732454
  nChanged 25
		SP:Iteration 51Q (1897.740000 sec): 3 clusters
  Score: Raw -3188419.945735 + Penalty 3317.764443 = -3185102.181292
  nChanged 23
		SP:Iteration 52Q (1897.810000 sec): 3 clusters
  Score: Raw -3188421.114911 + Penalty 3317.764443 = -3185103.350468
  nChanged 22
		SP:Iteration 53Q (1897.880000 sec): 3 clusters
  Score: Raw -3188422.119703 + Penalty 3317.764443 = -3185104.355260
  nChanged 19
		SP:Iteration 54Q (1897.940000 sec): 3 clusters
  Score: Raw -3188423.329578 + Penalty 3317.764443 = -3185105.565135
  nChanged 22
		SP:Iteration 55Q (1898.010000 sec): 3 clusters
  Score: Raw -3188424.922055 + Penalty 3317.764443 = -3185107.157612
  nChanged 27
		SP:Iteration 56Q (1898.080000 sec): 3 clusters
  Score: Raw -3188426.600699 + Penalty 3317.764443 = -3185108.836256
  nChanged 41
		SP:Iteration 57Q (1898.150000 sec): 3 clusters
  Score: Raw -3188429.545532 + Penalty 3317.764443 = -3185111.781089
  nChanged 44
		SP:Iteration 58Q (1898.220000 sec): 3 clusters
  Score: Raw -3188431.979665 + Penalty 3317.764443 = -3185114.215222
  nChanged 24
		SP:Iteration 59Q (1898.290000 sec): 3 clusters
  Score: Raw -3188433.008100 + Penalty 3317.764443 = -3185115.243657
  nChanged 20
		SP:Iteration 60F (1898.360000 sec): 3 clusters
  Score: Raw -3188434.321548 + Penalty 3317.764443 = -3185116.557106
  nChanged 21
		SP:Iteration 61Q (1898.420000 sec): 3 clusters
  Score: Raw -3188435.658595 + Penalty 3317.764443 = -3185117.894152
  nChanged 27
		SP:Iteration 62Q (1898.490000 sec): 3 clusters
  Score: Raw -3188436.733377 + Penalty 3317.764443 = -3185118.968934
  nChanged 20
		SP:Iteration 63Q (1898.560000 sec): 3 clusters
  Score: Raw -3188437.720321 + Penalty 3317.764443 = -3185119.955878
  nChanged 28
		SP:Iteration 64Q (1898.620000 sec): 3 clusters
  Score: Raw -3188439.202815 + Penalty 3317.764443 = -3185121.438372
  nChanged 29
		SP:Iteration 65Q (1898.690000 sec): 3 clusters
  Score: Raw -3188440.961139 + Penalty 3317.764443 = -3185123.196696
  nChanged 23
		SP:Iteration 66Q (1898.760000 sec): 3 clusters
  Score: Raw -3188442.303328 + Penalty 3317.764443 = -3185124.538885
  nChanged 23
		SP:Iteration 67Q (1898.830000 sec): 3 clusters
  Score: Raw -3188443.905113 + Penalty 3317.764443 = -3185126.140670
  nChanged 29
		SP:Iteration 68Q (1898.890000 sec): 3 clusters
  Score: Raw -3188445.932499 + Penalty 3317.764443 = -3185128.168056
  nChanged 32
		SP:Iteration 69Q (1898.960000 sec): 3 clusters
  Score: Raw -3188448.134439 + Penalty 3317.764443 = -3185130.369996
  nChanged 32
		SP:Iteration 70Q (1899.030000 sec): 3 clusters
  Score: Raw -3188449.823533 + Penalty 3317.764443 = -3185132.059091
  nChanged 23
		SP:Iteration 71Q (1899.090000 sec): 3 clusters
  Score: Raw -3188450.901102 + Penalty 3317.764443 = -3185133.136659
  nChanged 21
		SP:Iteration 72Q (1899.160000 sec): 3 clusters
  Score: Raw -3188451.956833 + Penalty 3317.764443 = -3185134.192390
  nChanged 15
		SP:Iteration 73Q (1899.230000 sec): 3 clusters
  Score: Raw -3188452.698204 + Penalty 3317.764443 = -3185134.933761
  nChanged 17
		SP:Iteration 74Q (1899.290000 sec): 3 clusters
  Score: Raw -3188453.683381 + Penalty 3317.764443 = -3185135.918938
  nChanged 19
		SP:Iteration 75Q (1899.360000 sec): 3 clusters
  Score: Raw -3188454.712629 + Penalty 3317.764443 = -3185136.948186
  nChanged 18
		SP:Iteration 76Q (1899.430000 sec): 3 clusters
  Score: Raw -3188455.454424 + Penalty 3317.764443 = -3185137.689981
  nChanged 14
		SP:Iteration 77Q (1899.490000 sec): 3 clusters
  Score: Raw -3188456.302969 + Penalty 3317.764443 = -3185138.538526
  nChanged 16
		SP:Iteration 78Q (1899.560000 sec): 3 clusters
  Score: Raw -3188457.066798 + Penalty 3317.764443 = -3185139.302355
  nChanged 13
		SP:Iteration 79Q (1899.630000 sec): 3 clusters
  Score: Raw -3188458.087524 + Penalty 3317.764443 = -3185140.323082
  nChanged 18
		SP:Iteration 80F (1899.700000 sec): 3 clusters
  Score: Raw -3188459.057876 + Penalty 3317.764443 = -3185141.293433
  nChanged 13
		SP:Iteration 81Q (1899.760000 sec): 3 clusters
  Score: Raw -3188459.879989 + Penalty 3317.764443 = -3185142.115546
  nChanged 12
		SP:Iteration 82Q (1899.830000 sec): 3 clusters
  Score: Raw -3188460.461332 + Penalty 3317.764443 = -3185142.696889
  nChanged 17
		SP:Iteration 83Q (1899.900000 sec): 3 clusters
  Score: Raw -3188461.525099 + Penalty 3317.764443 = -3185143.760656
  nChanged 18
		SP:Iteration 84Q (1899.970000 sec): 3 clusters
  Score: Raw -3188462.671955 + Penalty 3317.764443 = -3185144.907512
  nChanged 18
		SP:Iteration 85Q (1900.040000 sec): 3 clusters
  Score: Raw -3188463.751375 + Penalty 3317.764443 = -3185145.986933
  nChanged 20
		SP:Iteration 86Q (1900.100000 sec): 3 clusters
  Score: Raw -3188464.811253 + Penalty 3317.764443 = -3185147.046810
  nChanged 14
		SP:Iteration 87Q (1900.170000 sec): 3 clusters
  Score: Raw -3188465.497352 + Penalty 3317.764443 = -3185147.732909
  nChanged 15
		SP:Iteration 88Q (1900.240000 sec): 3 clusters
  Score: Raw -3188466.351907 + Penalty 3317.764443 = -3185148.587464
  nChanged 18
		SP:Iteration 89Q (1900.300000 sec): 3 clusters
  Score: Raw -3188467.234356 + Penalty 3317.764443 = -3185149.469913
  nChanged 20
		SP:Iteration 90Q (1900.370000 sec): 3 clusters
  Score: Raw -3188468.597101 + Penalty 3317.764443 = -3185150.832658
  nChanged 18
		SP:Iteration 91Q (1900.440000 sec): 3 clusters
  Score: Raw -3188469.620689 + Penalty 3317.764443 = -3185151.856246
  nChanged 20
		SP:Iteration 92Q (1900.500000 sec): 3 clusters
  Score: Raw -3188470.839732 + Penalty 3317.764443 = -3185153.075289
  nChanged 25
		SP:Iteration 93Q (1900.570000 sec): 3 clusters
  Score: Raw -3188472.484715 + Penalty 3317.764443 = -3185154.720272
  nChanged 27
		SP:Iteration 94Q (1900.640000 sec): 3 clusters
  Score: Raw -3188474.152306 + Penalty 3317.764443 = -3185156.387863
  nChanged 32
		SP:Iteration 95Q (1900.700000 sec): 3 clusters
  Score: Raw -3188476.340378 + Penalty 3317.764443 = -3185158.575935
  nChanged 37
		SP:Iteration 96Q (1900.770000 sec): 3 clusters
  Score: Raw -3188478.877600 + Penalty 3317.764443 = -3185161.113157
  nChanged 33
		SP:Iteration 97Q (1900.840000 sec): 3 clusters
  Score: Raw -3188481.340261 + Penalty 3317.764443 = -3185163.575818
  nChanged 45
		SP:Iteration 98Q (1900.900000 sec): 3 clusters
  Score: Raw -3188485.401466 + Penalty 3317.764443 = -3185167.637023
  nChanged 33
		SP:Iteration 99Q (1900.970000 sec): 3 clusters
  Score: Raw -3188489.250139 + Penalty 3317.764443 = -3185171.485696
  nChanged 41
		SP:Iteration 100F (1901.040000 sec): 3 clusters
  Score: Raw -3188493.049641 + Penalty 3317.764443 = -3185175.285198
  nChanged 37
		SP:Iteration 101Q (1901.110000 sec): 3 clusters
  Score: Raw -3188495.846490 + Penalty 3317.764443 = -3185178.082047
  nChanged 28
		SP:Iteration 102Q (1901.180000 sec): 3 clusters
  Score: Raw -3188497.903384 + Penalty 3317.764443 = -3185180.138941
  nChanged 34
		SP:Iteration 103Q (1901.240000 sec): 3 clusters
  Score: Raw -3188500.675839 + Penalty 3317.764443 = -3185182.911396
  nChanged 29
		SP:Iteration 104Q (1901.310000 sec): 3 clusters
  Score: Raw -3188502.730853 + Penalty 3317.764443 = -3185184.966410
  nChanged 31
		SP:Iteration 105Q (1901.380000 sec): 3 clusters
  Score: Raw -3188504.786761 + Penalty 3317.764443 = -3185187.022318
  nChanged 26
		SP:Iteration 106Q (1901.440000 sec): 3 clusters
  Score: Raw -3188506.611155 + Penalty 3317.764443 = -3185188.846712
  nChanged 31
		SP:Iteration 107Q (1901.510000 sec): 3 clusters
  Score: Raw -3188508.532511 + Penalty 3317.764443 = -3185190.768068
  nChanged 29
		SP:Iteration 108Q (1901.580000 sec): 3 clusters
  Score: Raw -3188510.061247 + Penalty 3317.764443 = -3185192.296804
  nChanged 26
		SP:Iteration 109Q (1901.640000 sec): 3 clusters
  Score: Raw -3188511.670904 + Penalty 3317.764443 = -3185193.906461
  nChanged 27
		SP:Iteration 110Q (1901.710000 sec): 3 clusters
  Score: Raw -3188513.564591 + Penalty 3317.764443 = -3185195.800148
  nChanged 35
		SP:Iteration 111Q (1901.780000 sec): 3 clusters
  Score: Raw -3188516.105425 + Penalty 3317.764443 = -3185198.340982
  nChanged 35
		SP:Iteration 112Q (1901.850000 sec): 3 clusters
  Score: Raw -3188518.574349 + Penalty 3317.764443 = -3185200.809906
  nChanged 39
		SP:Iteration 113Q (1901.910000 sec): 3 clusters
  Score: Raw -3188521.583226 + Penalty 3317.764443 = -3185203.818783
  nChanged 39
		SP:Iteration 114Q (1901.980000 sec): 3 clusters
  Score: Raw -3188524.314305 + Penalty 3317.764443 = -3185206.549862
  nChanged 27
		SP:Iteration 115Q (1902.040000 sec): 3 clusters
  Score: Raw -3188526.526453 + Penalty 3317.764443 = -3185208.762010
  nChanged 23
		SP:Iteration 116Q (1902.110000 sec): 3 clusters
  Score: Raw -3188528.178983 + Penalty 3317.764443 = -3185210.414540
  nChanged 26
		SP:Iteration 117Q (1902.180000 sec): 3 clusters
  Score: Raw -3188529.867870 + Penalty 3317.764443 = -3185212.103427
  nChanged 27
		SP:Iteration 118Q (1902.240000 sec): 3 clusters
  Score: Raw -3188531.645240 + Penalty 3317.764443 = -3185213.880797
  nChanged 19
		SP:Iteration 119Q (1902.310000 sec): 3 clusters
  Score: Raw -3188532.727157 + Penalty 3317.764443 = -3185214.962714
  nChanged 16
		SP:Iteration 120F (1902.380000 sec): 3 clusters
  Score: Raw -3188533.520116 + Penalty 3317.764443 = -3185215.755673
  nChanged 19
		SP:Iteration 121Q (1902.450000 sec): 3 clusters
  Score: Raw -3188534.639583 + Penalty 3317.764443 = -3185216.875140
  nChanged 21
		SP:Iteration 122Q (1902.510000 sec): 3 clusters
  Score: Raw -3188535.773374 + Penalty 3317.764443 = -3185218.008931
  nChanged 16
		SP:Iteration 123Q (1902.580000 sec): 3 clusters
  Score: Raw -3188536.902350 + Penalty 3317.764443 = -3185219.137907
  nChanged 15
		SP:Iteration 124Q (1902.640000 sec): 3 clusters
  Score: Raw -3188537.754867 + Penalty 3317.764443 = -3185219.990424
  nChanged 13
		SP:Iteration 125Q (1902.710000 sec): 3 clusters
  Score: Raw -3188538.648704 + Penalty 3317.764443 = -3185220.884261
  nChanged 14
		SP:Iteration 126Q (1902.780000 sec): 3 clusters
  Score: Raw -3188539.521316 + Penalty 3317.764443 = -3185221.756873
  nChanged 16
		SP:Iteration 127Q (1902.840000 sec): 3 clusters
  Score: Raw -3188540.528327 + Penalty 3317.764443 = -3185222.763885
  nChanged 23
		SP:Iteration 128Q (1902.910000 sec): 3 clusters
  Score: Raw -3188542.291634 + Penalty 3317.764443 = -3185224.527191
  nChanged 32
		SP:Iteration 129Q (1902.980000 sec): 3 clusters
  Score: Raw -3188545.758841 + Penalty 3317.764443 = -3185227.994398
  nChanged 45
		SP:Iteration 130Q (1903.040000 sec): 3 clusters
  Score: Raw -3188549.776885 + Penalty 3317.764443 = -3185232.012442
  nChanged 45
		SP:Iteration 131Q (1903.110000 sec): 3 clusters
  Score: Raw -3188554.556806 + Penalty 3317.764443 = -3185236.792363
  nChanged 49
		SP:Iteration 132Q (1903.170000 sec): 3 clusters
  Score: Raw -3188560.471972 + Penalty 3317.764443 = -3185242.707530
  nChanged 67
		SP:Iteration 133Q (1903.240000 sec): 3 clusters
  Score: Raw -3188569.629022 + Penalty 3317.764443 = -3185251.864579
  nChanged 81
		SP:Iteration 134Q (1903.300000 sec): 3 clusters
  Score: Raw -3188580.461073 + Penalty 3317.764443 = -3185262.696630
  nChanged 82
		SP:Iteration 135Q (1903.370000 sec): 3 clusters
  Score: Raw -3188592.732754 + Penalty 3317.764443 = -3185274.968311
  nChanged 105
		SP:Iteration 136Q (1903.440000 sec): 3 clusters
  Score: Raw -3188612.419261 + Penalty 3317.764443 = -3185294.654818
  nChanged 111
		SP:Iteration 137Q (1903.500000 sec): 3 clusters
  Score: Raw -3188635.872539 + Penalty 3317.764443 = -3185318.108096
  nChanged 128
		SP:Iteration 138Q (1903.570000 sec): 3 clusters
  Score: Raw -3188662.626064 + Penalty 3317.764443 = -3185344.861621
  nChanged 129
		SP:Iteration 139Q (1903.640000 sec): 3 clusters
  Score: Raw -3188690.393327 + Penalty 3317.764443 = -3185372.628884
  nChanged 155
		SP:Iteration 140F (1903.710000 sec): 3 clusters
  Score: Raw -3188719.694981 + Penalty 3317.764443 = -3185401.930538
  nChanged 154
		SP:Iteration 141Q (1903.770000 sec): 3 clusters
  Score: Raw -3188748.924808 + Penalty 3317.764443 = -3185431.160365
  nChanged 162
		SP:Iteration 142Q (1903.840000 sec): 3 clusters
  Score: Raw -3188777.260566 + Penalty 3317.764443 = -3185459.496123
  nChanged 158
		SP:Iteration 143Q (1903.900000 sec): 3 clusters
  Score: Raw -3188809.296612 + Penalty 3317.764443 = -3185491.532169
  nChanged 167
		SP:Iteration 144Q (1903.960000 sec): 3 clusters
  Score: Raw -3188851.730575 + Penalty 3317.764443 = -3185533.966132
  nChanged 193
		SP:Iteration 145Q (1904.030000 sec): 3 clusters
  Score: Raw -3188901.371142 + Penalty 3317.764443 = -3185583.606699
  nChanged 201
		SP:Iteration 146Q (1904.100000 sec): 3 clusters
  Score: Raw -3188946.519126 + Penalty 3317.764443 = -3185628.754683
  nChanged 212
		SP:Iteration 147Q (1904.160000 sec): 3 clusters
  Score: Raw -3188994.077170 + Penalty 3317.764443 = -3185676.312727
  nChanged 226
		SP:Iteration 148Q (1904.220000 sec): 3 clusters
  Score: Raw -3189047.064489 + Penalty 3317.764443 = -3185729.300046
  nChanged 211
		SP:Iteration 149Q (1904.280000 sec): 3 clusters
  Score: Raw -3189099.393378 + Penalty 3317.764443 = -3185781.628935
  nChanged 220
		SP:Iteration 150Q (1904.350000 sec): 3 clusters
  Score: Raw -3189156.704823 + Penalty 3317.764443 = -3185838.940380
  nChanged 241
		SP:Iteration 151Q (1904.410000 sec): 3 clusters
  Score: Raw -3189223.566748 + Penalty 3317.764443 = -3185905.802305
  nChanged 256
		SP:Iteration 152Q (1904.480000 sec): 3 clusters
  Score: Raw -3189292.766303 + Penalty 3317.764443 = -3185975.001860
  nChanged 247
		SP:Iteration 153Q (1904.540000 sec): 3 clusters
  Score: Raw -3189364.121002 + Penalty 3317.764443 = -3186046.356559
  nChanged 252
		SP:Iteration 154Q (1904.600000 sec): 3 clusters
  Score: Raw -3189443.354165 + Penalty 3317.764443 = -3186125.589722
  nChanged 256
		SP:Iteration 155Q (1904.660000 sec): 3 clusters
  Score: Raw -3189527.607842 + Penalty 3317.764443 = -3186209.843399
  nChanged 279
		SP:Iteration 156Q (1904.720000 sec): 3 clusters
  Score: Raw -3189631.437845 + Penalty 3317.764443 = -3186313.673402
  nChanged 303
		SP:Iteration 157Q (1904.780000 sec): 3 clusters
  Score: Raw -3189755.051445 + Penalty 3317.764443 = -3186437.287002
  nChanged 308
		SP:Iteration 158Q (1904.840000 sec): 3 clusters
  Score: Raw -3189903.801470 + Penalty 3317.764443 = -3186586.037027
  nChanged 295
		SP:Iteration 159Q (1904.900000 sec): 3 clusters
  Score: Raw -3190044.106931 + Penalty 3317.764443 = -3186726.342488
  nChanged 277
		SP:Iteration 160F (1904.970000 sec): 3 clusters
  Score: Raw -3190177.932874 + Penalty 3317.764443 = -3186860.168432
  nChanged 256
		SP:Iteration 161Q (1905.030000 sec): 3 clusters
  Score: Raw -3190299.036365 + Penalty 3317.764443 = -3186981.271922
  nChanged 211
		SP:Iteration 162Q (1905.090000 sec): 3 clusters
  Score: Raw -3190392.073796 + Penalty 3317.764443 = -3187074.309353
  nChanged 175
		SP:Iteration 163Q (1905.140000 sec): 3 clusters
  Score: Raw -3190459.645660 + Penalty 3317.764443 = -3187141.881217
  nChanged 161
		SP:Iteration 164Q (1905.200000 sec): 3 clusters
  Score: Raw -3190518.453367 + Penalty 3317.764443 = -3187200.688924
  nChanged 145
		SP:Iteration 165Q (1905.260000 sec): 3 clusters
  Score: Raw -3190568.643077 + Penalty 3317.764443 = -3187250.878634
  nChanged 120
		SP:Iteration 166Q (1905.310000 sec): 3 clusters
  Score: Raw -3190607.575224 + Penalty 3317.764443 = -3187289.810781
  nChanged 102
		SP:Iteration 167Q (1905.370000 sec): 3 clusters
  Score: Raw -3190640.648065 + Penalty 3317.764443 = -3187322.883622
  nChanged 94
		SP:Iteration 168Q (1905.420000 sec): 3 clusters
  Score: Raw -3190670.927481 + Penalty 3317.764443 = -3187353.163038
  nChanged 82
		SP:Iteration 169Q (1905.480000 sec): 3 clusters
  Score: Raw -3190697.192706 + Penalty 3317.764443 = -3187379.428263
  nChanged 74
		SP:Iteration 170Q (1905.530000 sec): 3 clusters
  Score: Raw -3190723.269722 + Penalty 3317.764443 = -3187405.505279
  nChanged 71
		SP:Iteration 171Q (1905.580000 sec): 3 clusters
  Score: Raw -3190752.486246 + Penalty 3317.764443 = -3187434.721803
  nChanged 74
		SP:Iteration 172Q (1905.640000 sec): 3 clusters
  Score: Raw -3190778.937692 + Penalty 3317.764443 = -3187461.173249
  nChanged 71
		SP:Iteration 173Q (1905.690000 sec): 3 clusters
  Score: Raw -3190801.966104 + Penalty 3317.764443 = -3187484.201661
  nChanged 53
		SP:Iteration 174Q (1905.750000 sec): 3 clusters
  Score: Raw -3190815.445481 + Penalty 3317.764443 = -3187497.681038
  nChanged 46
		SP:Iteration 175Q (1905.800000 sec): 3 clusters
  Score: Raw -3190830.992446 + Penalty 3317.764443 = -3187513.228003
  nChanged 44
		SP:Iteration 176Q (1905.860000 sec): 3 clusters
  Score: Raw -3190845.285189 + Penalty 3317.764443 = -3187527.520747
  nChanged 48
		SP:Iteration 177Q (1905.910000 sec): 3 clusters
  Score: Raw -3190858.701343 + Penalty 3317.764443 = -3187540.936900
  nChanged 36
		SP:Iteration 178Q (1905.960000 sec): 3 clusters
  Score: Raw -3190867.842366 + Penalty 3317.764443 = -3187550.077924
  nChanged 28
		SP:Iteration 179Q (1906.020000 sec): 3 clusters
  Score: Raw -3190875.490220 + Penalty 3317.764443 = -3187557.725777
  nChanged 30
		SP:Iteration 180F (1906.090000 sec): 3 clusters
  Score: Raw -3190883.670794 + Penalty 3317.764443 = -3187565.906351
  nChanged 29
		SP:Iteration 181Q (1906.140000 sec): 3 clusters
  Score: Raw -3190894.053621 + Penalty 3317.764443 = -3187576.289178
  nChanged 33
		SP:Iteration 182Q (1906.190000 sec): 3 clusters
  Score: Raw -3190903.359696 + Penalty 3317.764443 = -3187585.595253
  nChanged 26
		SP:Iteration 183Q (1906.250000 sec): 3 clusters
  Score: Raw -3190911.647981 + Penalty 3317.764443 = -3187593.883538
  nChanged 22
		SP:Iteration 184Q (1906.300000 sec): 3 clusters
  Score: Raw -3190917.104863 + Penalty 3317.764443 = -3187599.340420
  nChanged 10
		SP:Iteration 185Q (1906.350000 sec): 3 clusters
  Score: Raw -3190919.315698 + Penalty 3317.764443 = -3187601.551255
  nChanged 12
		SP:Iteration 186Q (1906.400000 sec): 3 clusters
  Score: Raw -3190921.876056 + Penalty 3317.764443 = -3187604.111613
  nChanged 9
		SP:Iteration 187Q (1906.460000 sec): 3 clusters
  Score: Raw -3190923.640345 + Penalty 3317.764443 = -3187605.875902
  nChanged 5
		SP:Iteration 188Q (1906.510000 sec): 3 clusters
  Score: Raw -3190924.626524 + Penalty 3317.764443 = -3187606.862081
  nChanged 5
		SP:Iteration 189Q (1906.560000 sec): 3 clusters
  Score: Raw -3190925.783216 + Penalty 3317.764443 = -3187608.018773
  nChanged 7
		SP:Iteration 190Q (1906.620000 sec): 3 clusters
  Score: Raw -3190927.790351 + Penalty 3317.764443 = -3187610.025908
  nChanged 10
		SP:Iteration 191Q (1906.670000 sec): 3 clusters
  Score: Raw -3190930.878347 + Penalty 3317.764443 = -3187613.113904
  nChanged 6
		SP:Iteration 192Q (1906.720000 sec): 3 clusters
  Score: Raw -3190932.223800 + Penalty 3317.764443 = -3187614.459357
  nChanged 6
		SP:Iteration 193Q (1906.770000 sec): 3 clusters
  Score: Raw -3190934.195458 + Penalty 3317.764443 = -3187616.431015
  nChanged 4
		SP:Iteration 194Q (1906.830000 sec): 3 clusters
  Score: Raw -3190934.929301 + Penalty 3317.764443 = -3187617.164858
  nChanged 7
		SP:Iteration 195Q (1906.880000 sec): 3 clusters
  Score: Raw -3190936.522804 + Penalty 3317.764443 = -3187618.758361
  nChanged 4
		SP:Iteration 196Q (1906.930000 sec): 3 clusters
  Score: Raw -3190937.736223 + Penalty 3317.764443 = -3187619.971780
  nChanged 6
		SP:Iteration 197Q (1906.980000 sec): 3 clusters
  Score: Raw -3190941.147922 + Penalty 3317.764443 = -3187623.383479
  nChanged 7
		SP:Iteration 198Q (1907.040000 sec): 3 clusters
  Score: Raw -3190943.056245 + Penalty 3317.764443 = -3187625.291803
  nChanged 8
		SP:Iteration 199Q (1907.090000 sec): 3 clusters
  Score: Raw -3190944.659234 + Penalty 3317.764443 = -3187626.894791
  nChanged 4
		SP:Iteration 200F (1907.160000 sec): 3 clusters
  Score: Raw -3190945.606124 + Penalty 3317.764443 = -3187627.841681
  nChanged 6
		SP:Iteration 201Q (1907.220000 sec): 3 clusters
  Score: Raw -3190946.401422 + Penalty 3317.764443 = -3187628.636979
  nChanged 4
		SP:Iteration 202Q (1907.270000 sec): 3 clusters
  Score: Raw -3190947.357180 + Penalty 3317.764443 = -3187629.592737
  nChanged 2
		SP:Iteration 203Q (1907.320000 sec): 3 clusters
  Score: Raw -3190947.630323 + Penalty 3317.764443 = -3187629.865880
  nChanged 0
		SP:Iteration 204F (1907.390000 sec): 3 clusters
  Score: Raw -3190947.630323 + Penalty 3317.764443 = -3187629.865880
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1907.440000 sec): 2 clusters
  Score: Raw -1111459.533623 + Penalty 1484.572752 = -1109974.960871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1907.460000 sec): 3 clusters
  Score: Raw -1106288.561780 + Penalty 2969.145504 = -1103319.416276
  nChanged 3951
		SP:Iteration 1F (1907.480000 sec): 3 clusters
  Score: Raw -1108639.464502 + Penalty 2969.145504 = -1105670.318998
  nChanged 707
		SP:Iteration 2F (1907.500000 sec): 3 clusters
  Score: Raw -1109150.097336 + Penalty 2969.145504 = -1106180.951832
  nChanged 676
		SP:Iteration 3F (1907.530000 sec): 3 clusters
  Score: Raw -1109592.058618 + Penalty 2969.145504 = -1106622.913114
  nChanged 583
		SP:Iteration 4F (1907.550000 sec): 3 clusters
  Score: Raw -1109917.900401 + Penalty 2969.145504 = -1106948.754897
  nChanged 489
		SP:Iteration 5F (1907.580000 sec): 3 clusters
  Score: Raw -1110183.389768 + Penalty 2969.145504 = -1107214.244264
  nChanged 410
		SP:Iteration 6Q (1907.600000 sec): 3 clusters
  Score: Raw -1110394.996825 + Penalty 2969.145504 = -1107425.851322
  nChanged 353
		SP:Iteration 7Q (1907.620000 sec): 3 clusters
  Score: Raw -1110581.067841 + Penalty 2969.145504 = -1107611.922338
  nChanged 333
		SP:Iteration 8Q (1907.650000 sec): 3 clusters
  Score: Raw -1110774.248846 + Penalty 2969.145504 = -1107805.103342
  nChanged 348
		SP:Iteration 9Q (1907.670000 sec): 3 clusters
  Score: Raw -1111004.174857 + Penalty 2969.145504 = -1108035.029353
  nChanged 333
		SP:Iteration 10Q (1907.690000 sec): 3 clusters
  Score: Raw -1111227.281058 + Penalty 2969.145504 = -1108258.135554
  nChanged 289
		SP:Iteration 11Q (1907.720000 sec): 3 clusters
  Score: Raw -1111419.499909 + Penalty 2969.145504 = -1108450.354405
  nChanged 252
		SP:Iteration 12Q (1907.740000 sec): 3 clusters
  Score: Raw -1111583.867189 + Penalty 2969.145504 = -1108614.721685
  nChanged 197
		SP:Iteration 13Q (1907.760000 sec): 3 clusters
  Score: Raw -1111719.691901 + Penalty 2969.145504 = -1108750.546397
  nChanged 167
		SP:Iteration 14Q (1907.780000 sec): 3 clusters
  Score: Raw -1111843.708782 + Penalty 2969.145504 = -1108874.563278
  nChanged 131
		SP:Iteration 15Q (1907.810000 sec): 3 clusters
  Score: Raw -1111944.410239 + Penalty 2969.145504 = -1108975.264736
  nChanged 109
		SP:Iteration 16Q (1907.830000 sec): 3 clusters
  Score: Raw -1112022.675050 + Penalty 2969.145504 = -1109053.529546
  nChanged 64
		SP:Iteration 17Q (1907.850000 sec): 3 clusters
  Score: Raw -1112066.300051 + Penalty 2969.145504 = -1109097.154547
  nChanged 39
		SP:Iteration 18Q (1907.870000 sec): 3 clusters
  Score: Raw -1112086.607102 + Penalty 2969.145504 = -1109117.461598
  nChanged 27
		SP:Iteration 19Q (1907.900000 sec): 3 clusters
  Score: Raw -1112104.645894 + Penalty 2969.145504 = -1109135.500390
  nChanged 15
		SP:Iteration 20F (1907.920000 sec): 3 clusters
  Score: Raw -1112112.460110 + Penalty 2969.145504 = -1109143.314606
  nChanged 14
		SP:Iteration 21Q (1907.940000 sec): 3 clusters
  Score: Raw -1112121.761149 + Penalty 2969.145504 = -1109152.615646
  nChanged 14
		SP:Iteration 22Q (1907.960000 sec): 3 clusters
  Score: Raw -1112130.169018 + Penalty 2969.145504 = -1109161.023514
  nChanged 10
		SP:Iteration 23Q (1907.980000 sec): 3 clusters
  Score: Raw -1112138.107008 + Penalty 2969.145504 = -1109168.961504
  nChanged 9
		SP:Iteration 24Q (1908.000000 sec): 3 clusters
  Score: Raw -1112146.762374 + Penalty 2969.145504 = -1109177.616870
  nChanged 9
		SP:Iteration 25Q (1908.020000 sec): 3 clusters
  Score: Raw -1112155.818464 + Penalty 2969.145504 = -1109186.672960
  nChanged 10
		SP:Iteration 26Q (1908.040000 sec): 3 clusters
  Score: Raw -1112171.019432 + Penalty 2969.145504 = -1109201.873929
  nChanged 25
		SP:Iteration 27Q (1908.060000 sec): 3 clusters
  Score: Raw -1112198.526036 + Penalty 2969.145504 = -1109229.380532
  nChanged 13
		SP:Iteration 28Q (1908.080000 sec): 3 clusters
  Score: Raw -1112212.140848 + Penalty 2969.145504 = -1109242.995344
  nChanged 11
		SP:Iteration 29Q (1908.100000 sec): 3 clusters
  Score: Raw -1112219.785758 + Penalty 2969.145504 = -1109250.640254
  nChanged 10
		SP:Iteration 30Q (1908.120000 sec): 3 clusters
  Score: Raw -1112230.281507 + Penalty 2969.145504 = -1109261.136003
  nChanged 13
		SP:Iteration 31Q (1908.140000 sec): 3 clusters
  Score: Raw -1112241.669691 + Penalty 2969.145504 = -1109272.524187
  nChanged 16
		SP:Iteration 32Q (1908.160000 sec): 3 clusters
  Score: Raw -1112253.382340 + Penalty 2969.145504 = -1109284.236836
  nChanged 6
		SP:Iteration 33Q (1908.180000 sec): 3 clusters
  Score: Raw -1112256.803175 + Penalty 2969.145504 = -1109287.657671
  nChanged 6
		SP:Iteration 34Q (1908.200000 sec): 3 clusters
  Score: Raw -1112260.160045 + Penalty 2969.145504 = -1109291.014541
  nChanged 4
		SP:Iteration 35Q (1908.210000 sec): 3 clusters
  Score: Raw -1112262.831388 + Penalty 2969.145504 = -1109293.685884
  nChanged 5
		SP:Iteration 36Q (1908.230000 sec): 3 clusters
  Score: Raw -1112266.747001 + Penalty 2969.145504 = -1109297.601497
  nChanged 3
		SP:Iteration 37Q (1908.250000 sec): 3 clusters
  Score: Raw -1112268.692929 + Penalty 2969.145504 = -1109299.547425
  nChanged 4
		SP:Iteration 38Q (1908.270000 sec): 3 clusters
  Score: Raw -1112270.516276 + Penalty 2969.145504 = -1109301.370772
  nChanged 4
		SP:Iteration 39Q (1908.280000 sec): 3 clusters
  Score: Raw -1112273.226765 + Penalty 2969.145504 = -1109304.081261
  nChanged 1
		SP:Iteration 40F (1908.310000 sec): 3 clusters
  Score: Raw -1112277.090699 + Penalty 2969.145504 = -1109307.945195
  nChanged 2
		SP:Iteration 41Q (1908.320000 sec): 3 clusters
  Score: Raw -1112279.402789 + Penalty 2969.145504 = -1109310.257285
  nChanged 3
		SP:Iteration 42Q (1908.340000 sec): 3 clusters
  Score: Raw -1112281.978554 + Penalty 2969.145504 = -1109312.833051
  nChanged 3
		SP:Iteration 43Q (1908.360000 sec): 3 clusters
  Score: Raw -1112284.531532 + Penalty 2969.145504 = -1109315.386028
  nChanged 5
		SP:Iteration 44Q (1908.380000 sec): 3 clusters
  Score: Raw -1112289.550756 + Penalty 2969.145504 = -1109320.405252
  nChanged 3
		SP:Iteration 45Q (1908.400000 sec): 3 clusters
  Score: Raw -1112290.904443 + Penalty 2969.145504 = -1109321.758939
  nChanged 1
		SP:Iteration 46Q (1908.410000 sec): 3 clusters
  Score: Raw -1112291.430460 + Penalty 2969.145504 = -1109322.284956
  nChanged 0
		SP:Iteration 47F (1908.440000 sec): 3 clusters
  Score: Raw -1112291.430460 + Penalty 2969.145504 = -1109322.284956
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1908.460000 sec): 2 clusters
  Score: Raw -996464.355645 + Penalty 1472.247155 = -994992.108491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1908.480000 sec): 3 clusters
  Score: Raw -991656.104221 + Penalty 2944.494309 = -988711.609912
  nChanged 3677
		SP:Iteration 1F (1908.510000 sec): 3 clusters
  Score: Raw -993586.622613 + Penalty 2944.494309 = -990642.128303
  nChanged 528
		SP:Iteration 2F (1908.530000 sec): 3 clusters
  Score: Raw -993801.476931 + Penalty 2944.494309 = -990856.982622
  nChanged 421
		SP:Iteration 3Q (1908.550000 sec): 3 clusters
  Score: Raw -993967.568044 + Penalty 2944.494309 = -991023.073735
  nChanged 355
		SP:Iteration 4Q (1908.570000 sec): 3 clusters
  Score: Raw -994132.186672 + Penalty 2944.494309 = -991187.692362
  nChanged 378
		SP:Iteration 5Q (1908.600000 sec): 3 clusters
  Score: Raw -994308.318724 + Penalty 2944.494309 = -991363.824414
  nChanged 403
		SP:Iteration 6Q (1908.620000 sec): 3 clusters
  Score: Raw -994517.051264 + Penalty 2944.494309 = -991572.556954
  nChanged 420
		SP:Iteration 7Q (1908.640000 sec): 3 clusters
  Score: Raw -994771.212899 + Penalty 2944.494309 = -991826.718590
  nChanged 478
		SP:Iteration 8F (1908.660000 sec): 3 clusters
  Score: Raw -995127.412128 + Penalty 2944.494309 = -992182.917819
  nChanged 520
		SP:Iteration 9F (1908.680000 sec): 3 clusters
  Score: Raw -995555.600494 + Penalty 2944.494309 = -992611.106184
  nChanged 413
		SP:Iteration 10Q (1908.700000 sec): 3 clusters
  Score: Raw -995919.523039 + Penalty 2944.494309 = -992975.028730
  nChanged 306
		SP:Iteration 11Q (1908.720000 sec): 3 clusters
  Score: Raw -996199.722671 + Penalty 2944.494309 = -993255.228362
  nChanged 205
		SP:Iteration 12Q (1908.750000 sec): 3 clusters
  Score: Raw -996383.694428 + Penalty 2944.494309 = -993439.200118
  nChanged 114
		SP:Iteration 13Q (1908.770000 sec): 3 clusters
  Score: Raw -996486.812274 + Penalty 2944.494309 = -993542.317964
  nChanged 69
		SP:Iteration 14Q (1908.780000 sec): 3 clusters
  Score: Raw -996555.383526 + Penalty 2944.494309 = -993610.889217
  nChanged 35
		SP:Iteration 15Q (1908.800000 sec): 3 clusters
  Score: Raw -996594.259466 + Penalty 2944.494309 = -993649.765157
  nChanged 21
		SP:Iteration 16Q (1908.820000 sec): 3 clusters
  Score: Raw -996621.617791 + Penalty 2944.494309 = -993677.123482
  nChanged 18
		SP:Iteration 17Q (1908.840000 sec): 3 clusters
  Score: Raw -996642.808786 + Penalty 2944.494309 = -993698.314476
  nChanged 16
		SP:Iteration 18Q (1908.860000 sec): 3 clusters
  Score: Raw -996665.511390 + Penalty 2944.494309 = -993721.017081
  nChanged 5
		SP:Iteration 19Q (1908.870000 sec): 3 clusters
  Score: Raw -996671.473481 + Penalty 2944.494309 = -993726.979172
  nChanged 3
		SP:Iteration 20F (1908.900000 sec): 3 clusters
  Score: Raw -996672.965032 + Penalty 2944.494309 = -993728.470722
  nChanged 1
		SP:Iteration 21Q (1908.910000 sec): 3 clusters
  Score: Raw -996674.331352 + Penalty 2944.494309 = -993729.837043
  nChanged 0
		SP:Iteration 22F (1908.930000 sec): 3 clusters
  Score: Raw -996674.331352 + Penalty 2944.494309 = -993729.837043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (42667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1909.080000 sec): 2 clusters
  Score: Raw -4880690.156123 + Penalty 1732.441923 = -4878957.714199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1909.190000 sec): 3 clusters
  Score: Raw -4853851.325256 + Penalty 3464.883847 = -4850386.441409
  nChanged 19955
		SP:Iteration 1F (1909.310000 sec): 3 clusters
  Score: Raw -4865189.925181 + Penalty 3464.883847 = -4861725.041334
  nChanged 1884
		SP:Iteration 2Q (1909.430000 sec): 3 clusters
  Score: Raw -4865825.505616 + Penalty 3464.883847 = -4862360.621769
  nChanged 1986
		SP:Iteration 3Q (1909.540000 sec): 3 clusters
  Score: Raw -4866606.116041 + Penalty 3464.883847 = -4863141.232195
  nChanged 2125
		SP:Iteration 4Q (1909.660000 sec): 3 clusters
  Score: Raw -4867716.708654 + Penalty 3464.883847 = -4864251.824807
  nChanged 2432
		SP:Iteration 5F (1909.770000 sec): 3 clusters
  Score: Raw -4869296.620246 + Penalty 3464.883847 = -4865831.736400
  nChanged 2635
		SP:Iteration 6F (1909.880000 sec): 3 clusters
  Score: Raw -4871072.369234 + Penalty 3464.883847 = -4867607.485387
  nChanged 2610
		SP:Iteration 7F (1909.990000 sec): 3 clusters
  Score: Raw -4872606.262171 + Penalty 3464.883847 = -4869141.378324
  nChanged 2316
		SP:Iteration 8F (1910.110000 sec): 3 clusters
  Score: Raw -4873916.108026 + Penalty 3464.883847 = -4870451.224180
  nChanged 2009
		SP:Iteration 9Q (1910.220000 sec): 3 clusters
  Score: Raw -4875247.026737 + Penalty 3464.883847 = -4871782.142890
  nChanged 1961
		SP:Iteration 10Q (1910.340000 sec): 3 clusters
  Score: Raw -4876690.446906 + Penalty 3464.883847 = -4873225.563059
  nChanged 1725
		SP:Iteration 11Q (1910.450000 sec): 3 clusters
  Score: Raw -4878097.589800 + Penalty 3464.883847 = -4874632.705953
  nChanged 1470
		SP:Iteration 12Q (1910.560000 sec): 3 clusters
  Score: Raw -4879223.644862 + Penalty 3464.883847 = -4875758.761015
  nChanged 1179
		SP:Iteration 13Q (1910.670000 sec): 3 clusters
  Score: Raw -4880009.169608 + Penalty 3464.883847 = -4876544.285761
  nChanged 1063
		SP:Iteration 14Q (1910.770000 sec): 3 clusters
  Score: Raw -4880678.838470 + Penalty 3464.883847 = -4877213.954623
  nChanged 893
		SP:Iteration 15Q (1910.880000 sec): 3 clusters
  Score: Raw -4881185.508967 + Penalty 3464.883847 = -4877720.625120
  nChanged 786
		SP:Iteration 16Q (1910.980000 sec): 3 clusters
  Score: Raw -4881590.231686 + Penalty 3464.883847 = -4878125.347839
  nChanged 707
		SP:Iteration 17Q (1911.070000 sec): 3 clusters
  Score: Raw -4881964.631194 + Penalty 3464.883847 = -4878499.747347
  nChanged 627
		SP:Iteration 18Q (1911.170000 sec): 3 clusters
  Score: Raw -4882329.066645 + Penalty 3464.883847 = -4878864.182798
  nChanged 558
		SP:Iteration 19Q (1911.260000 sec): 3 clusters
  Score: Raw -4882698.183954 + Penalty 3464.883847 = -4879233.300108
  nChanged 494
		SP:Iteration 20F (1911.380000 sec): 3 clusters
  Score: Raw -4883066.852279 + Penalty 3464.883847 = -4879601.968432
  nChanged 374
		SP:Iteration 21Q (1911.470000 sec): 3 clusters
  Score: Raw -4883310.211541 + Penalty 3464.883847 = -4879845.327694
  nChanged 274
		SP:Iteration 22Q (1911.560000 sec): 3 clusters
  Score: Raw -4883443.795274 + Penalty 3464.883847 = -4879978.911427
  nChanged 217
		SP:Iteration 23Q (1911.650000 sec): 3 clusters
  Score: Raw -4883524.851619 + Penalty 3464.883847 = -4880059.967772
  nChanged 165
		SP:Iteration 24Q (1911.730000 sec): 3 clusters
  Score: Raw -4883575.514490 + Penalty 3464.883847 = -4880110.630643
  nChanged 127
		SP:Iteration 25Q (1911.820000 sec): 3 clusters
  Score: Raw -4883610.551100 + Penalty 3464.883847 = -4880145.667253
  nChanged 85
		SP:Iteration 26Q (1911.910000 sec): 3 clusters
  Score: Raw -4883627.105510 + Penalty 3464.883847 = -4880162.221663
  nChanged 63
		SP:Iteration 27Q (1912.000000 sec): 3 clusters
  Score: Raw -4883638.514928 + Penalty 3464.883847 = -4880173.631082
  nChanged 48
		SP:Iteration 28Q (1912.080000 sec): 3 clusters
  Score: Raw -4883644.620677 + Penalty 3464.883847 = -4880179.736830
  nChanged 29
		SP:Iteration 29Q (1912.170000 sec): 3 clusters
  Score: Raw -4883648.298295 + Penalty 3464.883847 = -4880183.414449
  nChanged 27
		SP:Iteration 30Q (1912.250000 sec): 3 clusters
  Score: Raw -4883651.718741 + Penalty 3464.883847 = -4880186.834894
  nChanged 22
		SP:Iteration 31Q (1912.340000 sec): 3 clusters
  Score: Raw -4883654.454933 + Penalty 3464.883847 = -4880189.571086
  nChanged 19
		SP:Iteration 32Q (1912.430000 sec): 3 clusters
  Score: Raw -4883656.531447 + Penalty 3464.883847 = -4880191.647600
  nChanged 10
		SP:Iteration 33Q (1912.510000 sec): 3 clusters
  Score: Raw -4883657.402847 + Penalty 3464.883847 = -4880192.519000
  nChanged 13
		SP:Iteration 34Q (1912.590000 sec): 3 clusters
  Score: Raw -4883658.530749 + Penalty 3464.883847 = -4880193.646902
  nChanged 9
		SP:Iteration 35Q (1912.680000 sec): 3 clusters
  Score: Raw -4883659.326943 + Penalty 3464.883847 = -4880194.443097
  nChanged 5
		SP:Iteration 36Q (1912.760000 sec): 3 clusters
  Score: Raw -4883659.646000 + Penalty 3464.883847 = -4880194.762153
  nChanged 4
		SP:Iteration 37Q (1912.850000 sec): 3 clusters
  Score: Raw -4883659.966244 + Penalty 3464.883847 = -4880195.082397
  nChanged 2
		SP:Iteration 38Q (1912.930000 sec): 3 clusters
  Score: Raw -4883660.093646 + Penalty 3464.883847 = -4880195.209799
  nChanged 2
		SP:Iteration 39Q (1913.020000 sec): 3 clusters
  Score: Raw -4883660.407275 + Penalty 3464.883847 = -4880195.523428
  nChanged 4
		SP:Iteration 40F (1913.130000 sec): 3 clusters
  Score: Raw -4883660.731926 + Penalty 3464.883847 = -4880195.848080
  nChanged 3
		SP:Iteration 41Q (1913.210000 sec): 3 clusters
  Score: Raw -4883660.900247 + Penalty 3464.883847 = -4880196.016401
  nChanged 1
		SP:Iteration 42Q (1913.300000 sec): 3 clusters
  Score: Raw -4883661.002038 + Penalty 3464.883847 = -4880196.118192
  nChanged 0
		SP:Iteration 43F (1913.410000 sec): 3 clusters
  Score: Raw -4883661.002038 + Penalty 3464.883847 = -4880196.118192
  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 14.07 GB.

 Trying to split cluster 5 (112980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1913.750000 sec): 2 clusters
  Score: Raw -13332699.528980 + Penalty 1890.681990 = -13330808.846991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1914.050000 sec): 3 clusters
  Score: Raw -13258905.560903 + Penalty 3781.363980 = -13255124.196924
  nChanged 54091
		SP:Iteration 1F (1914.350000 sec): 3 clusters
  Score: Raw -13290750.741824 + Penalty 3781.363980 = -13286969.377844
  nChanged 4212
		SP:Iteration 2Q (1914.650000 sec): 3 clusters
  Score: Raw -13292036.418759 + Penalty 3781.363980 = -13288255.054780
  nChanged 5266
		SP:Iteration 3Q (1914.960000 sec): 3 clusters
  Score: Raw -13294250.638558 + Penalty 3781.363980 = -13290469.274578
  nChanged 6843
		SP:Iteration 4F (1915.260000 sec): 3 clusters
  Score: Raw -13297991.487805 + Penalty 3781.363980 = -13294210.123825
  nChanged 8346
		SP:Iteration 5F (1915.560000 sec): 3 clusters
  Score: Raw -13303569.583225 + Penalty 3781.363980 = -13299788.219245
  nChanged 8976
		SP:Iteration 6F (1915.870000 sec): 3 clusters
  Score: Raw -13310104.249852 + Penalty 3781.363980 = -13306322.885872
  nChanged 8219
		SP:Iteration 7F (1916.170000 sec): 3 clusters
  Score: Raw -13316269.972295 + Penalty 3781.363980 = -13312488.608315
  nChanged 6542
		SP:Iteration 8F (1916.470000 sec): 3 clusters
  Score: Raw -13321135.305926 + Penalty 3781.363980 = -13317353.941947
  nChanged 4886
		SP:Iteration 9Q (1916.780000 sec): 3 clusters
  Score: Raw -13324838.231899 + Penalty 3781.363980 = -13321056.867920
  nChanged 3744
		SP:Iteration 10Q (1917.090000 sec): 3 clusters
  Score: Raw -13327768.878969 + Penalty 3781.363980 = -13323987.514989
  nChanged 2665
		SP:Iteration 11Q (1917.380000 sec): 3 clusters
  Score: Raw -13329851.044847 + Penalty 3781.363980 = -13326069.680867
  nChanged 1693
		SP:Iteration 12Q (1917.650000 sec): 3 clusters
  Score: Raw -13331151.766539 + Penalty 3781.363980 = -13327370.402559
  nChanged 1052
		SP:Iteration 13Q (1917.900000 sec): 3 clusters
  Score: Raw -13331967.983940 + Penalty 3781.363980 = -13328186.619961
  nChanged 619
		SP:Iteration 14Q (1918.130000 sec): 3 clusters
  Score: Raw -13332428.401686 + Penalty 3781.363980 = -13328647.037706
  nChanged 380
		SP:Iteration 15Q (1918.360000 sec): 3 clusters
  Score: Raw -13332691.136157 + Penalty 3781.363980 = -13328909.772177
  nChanged 286
		SP:Iteration 16Q (1918.600000 sec): 3 clusters
  Score: Raw -13332840.563782 + Penalty 3781.363980 = -13329059.199802
  nChanged 212
		SP:Iteration 17Q (1918.820000 sec): 3 clusters
  Score: Raw -13332934.057574 + Penalty 3781.363980 = -13329152.693595
  nChanged 168
		SP:Iteration 18Q (1919.040000 sec): 3 clusters
  Score: Raw -13332998.782373 + Penalty 3781.363980 = -13329217.418394
  nChanged 119
		SP:Iteration 19Q (1919.250000 sec): 3 clusters
  Score: Raw -13333039.089464 + Penalty 3781.363980 = -13329257.725485
  nChanged 97
		SP:Iteration 20F (1919.550000 sec): 3 clusters
  Score: Raw -13333067.252420 + Penalty 3781.363980 = -13329285.888440
  nChanged 89
		SP:Iteration 21Q (1919.760000 sec): 3 clusters
  Score: Raw -13333095.041381 + Penalty 3781.363980 = -13329313.677402
  nChanged 80
		SP:Iteration 22Q (1919.990000 sec): 3 clusters
  Score: Raw -13333118.367846 + Penalty 3781.363980 = -13329337.003866
  nChanged 57
		SP:Iteration 23Q (1920.210000 sec): 3 clusters
  Score: Raw -13333133.010116 + Penalty 3781.363980 = -13329351.646137
  nChanged 39
		SP:Iteration 24Q (1920.420000 sec): 3 clusters
  Score: Raw -13333142.850163 + Penalty 3781.363980 = -13329361.486183
  nChanged 29
		SP:Iteration 25Q (1920.630000 sec): 3 clusters
  Score: Raw -13333153.279135 + Penalty 3781.363980 = -13329371.915156
  nChanged 37
		SP:Iteration 26Q (1920.850000 sec): 3 clusters
  Score: Raw -13333165.952340 + Penalty 3781.363980 = -13329384.588360
  nChanged 39
		SP:Iteration 27Q (1921.060000 sec): 3 clusters
  Score: Raw -13333173.983635 + Penalty 3781.363980 = -13329392.619656
  nChanged 26
		SP:Iteration 28Q (1921.270000 sec): 3 clusters
  Score: Raw -13333179.454137 + Penalty 3781.363980 = -13329398.090158
  nChanged 20
		SP:Iteration 29Q (1921.480000 sec): 3 clusters
  Score: Raw -13333183.619608 + Penalty 3781.363980 = -13329402.255629
  nChanged 10
		SP:Iteration 30Q (1921.690000 sec): 3 clusters
  Score: Raw -13333186.405046 + Penalty 3781.363980 = -13329405.041067
  nChanged 14
		SP:Iteration 31Q (1921.900000 sec): 3 clusters
  Score: Raw -13333189.687529 + Penalty 3781.363980 = -13329408.323549
  nChanged 12
		SP:Iteration 32Q (1922.110000 sec): 3 clusters
  Score: Raw -13333192.439936 + Penalty 3781.363980 = -13329411.075957
  nChanged 15
		SP:Iteration 33Q (1922.330000 sec): 3 clusters
  Score: Raw -13333195.173020 + Penalty 3781.363980 = -13329413.809040
  nChanged 11
		SP:Iteration 34Q (1922.540000 sec): 3 clusters
  Score: Raw -13333196.714766 + Penalty 3781.363980 = -13329415.350786
  nChanged 9
		SP:Iteration 35Q (1922.750000 sec): 3 clusters
  Score: Raw -13333198.340689 + Penalty 3781.363980 = -13329416.976709
  nChanged 7
		SP:Iteration 36Q (1922.960000 sec): 3 clusters
  Score: Raw -13333199.786736 + Penalty 3781.363980 = -13329418.422757
  nChanged 5
		SP:Iteration 37Q (1923.170000 sec): 3 clusters
  Score: Raw -13333201.107233 + Penalty 3781.363980 = -13329419.743254
  nChanged 7
		SP:Iteration 38Q (1923.380000 sec): 3 clusters
  Score: Raw -13333202.766118 + Penalty 3781.363980 = -13329421.402138
  nChanged 6
		SP:Iteration 39Q (1923.590000 sec): 3 clusters
  Score: Raw -13333204.241831 + Penalty 3781.363980 = -13329422.877852
  nChanged 8
		SP:Iteration 40F (1923.890000 sec): 3 clusters
  Score: Raw -13333205.584032 + Penalty 3781.363980 = -13329424.220052
  nChanged 2
		SP:Iteration 41Q (1924.090000 sec): 3 clusters
  Score: Raw -13333205.954448 + Penalty 3781.363980 = -13329424.590469
  nChanged 3
		SP:Iteration 42Q (1924.310000 sec): 3 clusters
  Score: Raw -13333206.776629 + Penalty 3781.363980 = -13329425.412649
  nChanged 5
		SP:Iteration 43Q (1924.510000 sec): 3 clusters
  Score: Raw -13333208.096302 + Penalty 3781.363980 = -13329426.732323
  nChanged 8
		SP:Iteration 44Q (1924.720000 sec): 3 clusters
  Score: Raw -13333210.496449 + Penalty 3781.363980 = -13329429.132470
  nChanged 14
		SP:Iteration 45Q (1924.930000 sec): 3 clusters
  Score: Raw -13333212.781203 + Penalty 3781.363980 = -13329431.417223
  nChanged 4
		SP:Iteration 46Q (1925.150000 sec): 3 clusters
  Score: Raw -13333213.937023 + Penalty 3781.363980 = -13329432.573043
  nChanged 4
		SP:Iteration 47Q (1925.360000 sec): 3 clusters
  Score: Raw -13333214.619692 + Penalty 3781.363980 = -13329433.255713
  nChanged 4
		SP:Iteration 48Q (1925.570000 sec): 3 clusters
  Score: Raw -13333215.270455 + Penalty 3781.363980 = -13329433.906476
  nChanged 0
		SP:Iteration 49F (1925.870000 sec): 3 clusters
  Score: Raw -13333215.270455 + Penalty 3781.363980 = -13329433.906476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (108991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1926.140000 sec): 2 clusters
  Score: Raw -12472949.843313 + Penalty 1884.840846 = -12471065.002467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1926.430000 sec): 3 clusters
  Score: Raw -12402198.341346 + Penalty 3769.681691 = -12398428.659655
  nChanged 51808
		SP:Iteration 1F (1926.720000 sec): 3 clusters
  Score: Raw -12432498.605462 + Penalty 3769.681691 = -12428728.923771
  nChanged 4629
		SP:Iteration 2Q (1927.010000 sec): 3 clusters
  Score: Raw -12434151.588880 + Penalty 3769.681691 = -12430381.907188
  nChanged 5688
		SP:Iteration 3F (1927.300000 sec): 3 clusters
  Score: Raw -12436803.650927 + Penalty 3769.681691 = -12433033.969235
  nChanged 7227
		SP:Iteration 4F (1927.590000 sec): 3 clusters
  Score: Raw -12441150.872578 + Penalty 3769.681691 = -12437381.190887
  nChanged 8514
		SP:Iteration 5F (1927.880000 sec): 3 clusters
  Score: Raw -12447412.162865 + Penalty 3769.681691 = -12443642.481173
  nChanged 8486
		SP:Iteration 6F (1928.170000 sec): 3 clusters
  Score: Raw -12454409.757041 + Penalty 3769.681691 = -12450640.075350
  nChanged 6934
		SP:Iteration 7F (1928.450000 sec): 3 clusters
  Score: Raw -12460818.481179 + Penalty 3769.681691 = -12457048.799487
  nChanged 4745
		SP:Iteration 8Q (1928.740000 sec): 3 clusters
  Score: Raw -12465795.840981 + Penalty 3769.681691 = -12462026.159290
  nChanged 2831
		SP:Iteration 9Q (1929.010000 sec): 3 clusters
  Score: Raw -12468714.667431 + Penalty 3769.681691 = -12464944.985740
  nChanged 1995
		SP:Iteration 10Q (1929.250000 sec): 3 clusters
  Score: Raw -12470252.141981 + Penalty 3769.681691 = -12466482.460290
  nChanged 1360
		SP:Iteration 11Q (1929.480000 sec): 3 clusters
  Score: Raw -12470950.010959 + Penalty 3769.681691 = -12467180.329267
  nChanged 903
		SP:Iteration 12Q (1929.710000 sec): 3 clusters
  Score: Raw -12471256.170076 + Penalty 3769.681691 = -12467486.488385
  nChanged 600
		SP:Iteration 13Q (1929.930000 sec): 3 clusters
  Score: Raw -12471417.953878 + Penalty 3769.681691 = -12467648.272186
  nChanged 461
		SP:Iteration 14Q (1930.160000 sec): 3 clusters
  Score: Raw -12471539.684907 + Penalty 3769.681691 = -12467770.003216
  nChanged 388
		SP:Iteration 15Q (1930.380000 sec): 3 clusters
  Score: Raw -12471644.395929 + Penalty 3769.681691 = -12467874.714237
  nChanged 382
		SP:Iteration 16Q (1930.600000 sec): 3 clusters
  Score: Raw -12471743.369245 + Penalty 3769.681691 = -12467973.687553
  nChanged 379
		SP:Iteration 17Q (1930.820000 sec): 3 clusters
  Score: Raw -12471830.541574 + Penalty 3769.681691 = -12468060.859883
  nChanged 326
		SP:Iteration 18Q (1931.040000 sec): 3 clusters
  Score: Raw -12471906.726599 + Penalty 3769.681691 = -12468137.044908
  nChanged 316
		SP:Iteration 19Q (1931.260000 sec): 3 clusters
  Score: Raw -12471979.374087 + Penalty 3769.681691 = -12468209.692396
  nChanged 295
		SP:Iteration 20F (1931.550000 sec): 3 clusters
  Score: Raw -12472044.595156 + Penalty 3769.681691 = -12468274.913464
  nChanged 280
		SP:Iteration 21Q (1931.770000 sec): 3 clusters
  Score: Raw -12472099.786833 + Penalty 3769.681691 = -12468330.105142
  nChanged 267
		SP:Iteration 22Q (1931.990000 sec): 3 clusters
  Score: Raw -12472151.866904 + Penalty 3769.681691 = -12468382.185212
  nChanged 242
		SP:Iteration 23Q (1932.200000 sec): 3 clusters
  Score: Raw -12472200.861675 + Penalty 3769.681691 = -12468431.179983
  nChanged 239
		SP:Iteration 24Q (1932.420000 sec): 3 clusters
  Score: Raw -12472245.696126 + Penalty 3769.681691 = -12468476.014435
  nChanged 208
		SP:Iteration 25Q (1932.640000 sec): 3 clusters
  Score: Raw -12472285.455778 + Penalty 3769.681691 = -12468515.774086
  nChanged 216
		SP:Iteration 26Q (1932.860000 sec): 3 clusters
  Score: Raw -12472324.028447 + Penalty 3769.681691 = -12468554.346756
  nChanged 201
		SP:Iteration 27Q (1933.070000 sec): 3 clusters
  Score: Raw -12472357.443482 + Penalty 3769.681691 = -12468587.761790
  nChanged 196
		SP:Iteration 28Q (1933.290000 sec): 3 clusters
  Score: Raw -12472386.885943 + Penalty 3769.681691 = -12468617.204251
  nChanged 179
		SP:Iteration 29Q (1933.510000 sec): 3 clusters
  Score: Raw -12472415.210359 + Penalty 3769.681691 = -12468645.528667
  nChanged 179
		SP:Iteration 30Q (1933.730000 sec): 3 clusters
  Score: Raw -12472444.875356 + Penalty 3769.681691 = -12468675.193665
  nChanged 170
		SP:Iteration 31Q (1933.960000 sec): 3 clusters
  Score: Raw -12472471.699788 + Penalty 3769.681691 = -12468702.018097
  nChanged 165
		SP:Iteration 32Q (1934.180000 sec): 3 clusters
  Score: Raw -12472497.004861 + Penalty 3769.681691 = -12468727.323170
  nChanged 153
		SP:Iteration 33Q (1934.390000 sec): 3 clusters
  Score: Raw -12472520.337905 + Penalty 3769.681691 = -12468750.656213
  nChanged 156
		SP:Iteration 34Q (1934.610000 sec): 3 clusters
  Score: Raw -12472544.659921 + Penalty 3769.681691 = -12468774.978229
  nChanged 159
		SP:Iteration 35Q (1934.820000 sec): 3 clusters
  Score: Raw -12472571.310235 + Penalty 3769.681691 = -12468801.628544
  nChanged 162
		SP:Iteration 36Q (1935.030000 sec): 3 clusters
  Score: Raw -12472599.360622 + Penalty 3769.681691 = -12468829.678930
  nChanged 159
		SP:Iteration 37Q (1935.250000 sec): 3 clusters
  Score: Raw -12472629.838397 + Penalty 3769.681691 = -12468860.156706
  nChanged 166
		SP:Iteration 38Q (1935.460000 sec): 3 clusters
  Score: Raw -12472666.112475 + Penalty 3769.681691 = -12468896.430784
  nChanged 175
		SP:Iteration 39Q (1935.680000 sec): 3 clusters
  Score: Raw -12472702.126466 + Penalty 3769.681691 = -12468932.444775
  nChanged 162
		SP:Iteration 40F (1935.970000 sec): 3 clusters
  Score: Raw -12472732.015594 + Penalty 3769.681691 = -12468962.333902
  nChanged 149
		SP:Iteration 41Q (1936.180000 sec): 3 clusters
  Score: Raw -12472761.662527 + Penalty 3769.681691 = -12468991.980836
  nChanged 159
		SP:Iteration 42Q (1936.390000 sec): 3 clusters
  Score: Raw -12472792.821147 + Penalty 3769.681691 = -12469023.139456
  nChanged 145
		SP:Iteration 43Q (1936.600000 sec): 3 clusters
  Score: Raw -12472821.991656 + Penalty 3769.681691 = -12469052.309964
  nChanged 162
		SP:Iteration 44Q (1936.810000 sec): 3 clusters
  Score: Raw -12472860.223662 + Penalty 3769.681691 = -12469090.541970
  nChanged 164
		SP:Iteration 45Q (1937.020000 sec): 3 clusters
  Score: Raw -12472900.826525 + Penalty 3769.681691 = -12469131.144834
  nChanged 158
		SP:Iteration 46Q (1937.230000 sec): 3 clusters
  Score: Raw -12472934.745971 + Penalty 3769.681691 = -12469165.064280
  nChanged 145
		SP:Iteration 47Q (1937.440000 sec): 3 clusters
  Score: Raw -12472962.563236 + Penalty 3769.681691 = -12469192.881545
  nChanged 128
		SP:Iteration 48Q (1937.640000 sec): 3 clusters
  Score: Raw -12472989.441117 + Penalty 3769.681691 = -12469219.759425
  nChanged 123
		SP:Iteration 49Q (1937.850000 sec): 3 clusters
  Score: Raw -12473018.919704 + Penalty 3769.681691 = -12469249.238013
  nChanged 118
		SP:Iteration 50Q (1938.060000 sec): 3 clusters
  Score: Raw -12473048.764825 + Penalty 3769.681691 = -12469279.083134
  nChanged 119
		SP:Iteration 51Q (1938.270000 sec): 3 clusters
  Score: Raw -12473079.150527 + Penalty 3769.681691 = -12469309.468836
  nChanged 105
		SP:Iteration 52Q (1938.470000 sec): 3 clusters
  Score: Raw -12473106.422665 + Penalty 3769.681691 = -12469336.740974
  nChanged 100
		SP:Iteration 53Q (1938.680000 sec): 3 clusters
  Score: Raw -12473130.043389 + Penalty 3769.681691 = -12469360.361698
  nChanged 91
		SP:Iteration 54Q (1938.890000 sec): 3 clusters
  Score: Raw -12473148.055350 + Penalty 3769.681691 = -12469378.373658
  nChanged 73
		SP:Iteration 55Q (1939.090000 sec): 3 clusters
  Score: Raw -12473161.656202 + Penalty 3769.681691 = -12469391.974510
  nChanged 61
		SP:Iteration 56Q (1939.300000 sec): 3 clusters
  Score: Raw -12473175.310219 + Penalty 3769.681691 = -12469405.628528
  nChanged 60
		SP:Iteration 57Q (1939.500000 sec): 3 clusters
  Score: Raw -12473188.380120 + Penalty 3769.681691 = -12469418.698429
  nChanged 51
		SP:Iteration 58Q (1939.710000 sec): 3 clusters
  Score: Raw -12473198.843554 + Penalty 3769.681691 = -12469429.161862
  nChanged 44
		SP:Iteration 59Q (1939.910000 sec): 3 clusters
  Score: Raw -12473207.199963 + Penalty 3769.681691 = -12469437.518271
  nChanged 36
		SP:Iteration 60F (1940.200000 sec): 3 clusters
  Score: Raw -12473214.800752 + Penalty 3769.681691 = -12469445.119060
  nChanged 33
		SP:Iteration 61Q (1940.400000 sec): 3 clusters
  Score: Raw -12473220.200538 + Penalty 3769.681691 = -12469450.518847
  nChanged 27
		SP:Iteration 62Q (1940.610000 sec): 3 clusters
  Score: Raw -12473225.069553 + Penalty 3769.681691 = -12469455.387861
  nChanged 19
		SP:Iteration 63Q (1940.810000 sec): 3 clusters
  Score: Raw -12473228.309269 + Penalty 3769.681691 = -12469458.627578
  nChanged 18
		SP:Iteration 64Q (1941.010000 sec): 3 clusters
  Score: Raw -12473231.586696 + Penalty 3769.681691 = -12469461.905004
  nChanged 20
		SP:Iteration 65Q (1941.220000 sec): 3 clusters
  Score: Raw -12473235.351875 + Penalty 3769.681691 = -12469465.670183
  nChanged 24
		SP:Iteration 66Q (1941.420000 sec): 3 clusters
  Score: Raw -12473238.844137 + Penalty 3769.681691 = -12469469.162446
  nChanged 18
		SP:Iteration 67Q (1941.630000 sec): 3 clusters
  Score: Raw -12473242.090745 + Penalty 3769.681691 = -12469472.409054
  nChanged 17
		SP:Iteration 68Q (1941.830000 sec): 3 clusters
  Score: Raw -12473245.048398 + Penalty 3769.681691 = -12469475.366707
  nChanged 12
		SP:Iteration 69Q (1942.040000 sec): 3 clusters
  Score: Raw -12473247.715320 + Penalty 3769.681691 = -12469478.033629
  nChanged 14
		SP:Iteration 70Q (1942.240000 sec): 3 clusters
  Score: Raw -12473250.975780 + Penalty 3769.681691 = -12469481.294089
  nChanged 23
		SP:Iteration 71Q (1942.440000 sec): 3 clusters
  Score: Raw -12473255.423033 + Penalty 3769.681691 = -12469485.741342
  nChanged 13
		SP:Iteration 72Q (1942.650000 sec): 3 clusters
  Score: Raw -12473257.115118 + Penalty 3769.681691 = -12469487.433426
  nChanged 9
		SP:Iteration 73Q (1942.850000 sec): 3 clusters
  Score: Raw -12473258.135697 + Penalty 3769.681691 = -12469488.454006
  nChanged 9
		SP:Iteration 74Q (1943.060000 sec): 3 clusters
  Score: Raw -12473259.752898 + Penalty 3769.681691 = -12469490.071207
  nChanged 17
		SP:Iteration 75Q (1943.260000 sec): 3 clusters
  Score: Raw -12473263.024036 + Penalty 3769.681691 = -12469493.342345
  nChanged 12
		SP:Iteration 76Q (1943.460000 sec): 3 clusters
  Score: Raw -12473265.150457 + Penalty 3769.681691 = -12469495.468765
  nChanged 17
		SP:Iteration 77Q (1943.670000 sec): 3 clusters
  Score: Raw -12473267.379881 + Penalty 3769.681691 = -12469497.698189
  nChanged 14
		SP:Iteration 78Q (1943.870000 sec): 3 clusters
  Score: Raw -12473270.084541 + Penalty 3769.681691 = -12469500.402850
  nChanged 19
		SP:Iteration 79Q (1944.080000 sec): 3 clusters
  Score: Raw -12473274.121885 + Penalty 3769.681691 = -12469504.440194
  nChanged 16
		SP:Iteration 80F (1944.360000 sec): 3 clusters
  Score: Raw -12473276.802890 + Penalty 3769.681691 = -12469507.121198
  nChanged 16
		SP:Iteration 81Q (1944.560000 sec): 3 clusters
  Score: Raw -12473279.707100 + Penalty 3769.681691 = -12469510.025409
  nChanged 12
		SP:Iteration 82Q (1944.770000 sec): 3 clusters
  Score: Raw -12473282.133493 + Penalty 3769.681691 = -12469512.451801
  nChanged 11
		SP:Iteration 83Q (1944.970000 sec): 3 clusters
  Score: Raw -12473283.693610 + Penalty 3769.681691 = -12469514.011919
  nChanged 7
		SP:Iteration 84Q (1945.180000 sec): 3 clusters
  Score: Raw -12473285.721578 + Penalty 3769.681691 = -12469516.039887
  nChanged 8
		SP:Iteration 85Q (1945.380000 sec): 3 clusters
  Score: Raw -12473287.561800 + Penalty 3769.681691 = -12469517.880108
  nChanged 7
		SP:Iteration 86Q (1945.580000 sec): 3 clusters
  Score: Raw -12473288.378974 + Penalty 3769.681691 = -12469518.697282
  nChanged 4
		SP:Iteration 87Q (1945.790000 sec): 3 clusters
  Score: Raw -12473288.878103 + Penalty 3769.681691 = -12469519.196412
  nChanged 3
		SP:Iteration 88Q (1945.990000 sec): 3 clusters
  Score: Raw -12473289.218360 + Penalty 3769.681691 = -12469519.536668
  nChanged 0
		SP:Iteration 89F (1946.270000 sec): 3 clusters
  Score: Raw -12473289.218360 + Penalty 3769.681691 = -12469519.536668
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1946.350000 sec): 2 clusters
  Score: Raw -1129570.019941 + Penalty 1489.232198 = -1128080.787742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1946.380000 sec): 3 clusters
  Score: Raw -1124201.206670 + Penalty 2978.464397 = -1121222.742274
  nChanged 4029
		SP:Iteration 1F (1946.400000 sec): 3 clusters
  Score: Raw -1126384.004983 + Penalty 2978.464397 = -1123405.540586
  nChanged 557
		SP:Iteration 2F (1946.420000 sec): 3 clusters
  Score: Raw -1126655.886295 + Penalty 2978.464397 = -1123677.421898
  nChanged 482
		SP:Iteration 3F (1946.450000 sec): 3 clusters
  Score: Raw -1126909.516248 + Penalty 2978.464397 = -1123931.051851
  nChanged 423
		SP:Iteration 4Q (1946.470000 sec): 3 clusters
  Score: Raw -1127153.175358 + Penalty 2978.464397 = -1124174.710962
  nChanged 448
		SP:Iteration 5Q (1946.500000 sec): 3 clusters
  Score: Raw -1127373.040782 + Penalty 2978.464397 = -1124394.576385
  nChanged 353
		SP:Iteration 6Q (1946.520000 sec): 3 clusters
  Score: Raw -1127553.744366 + Penalty 2978.464397 = -1124575.279969
  nChanged 366
		SP:Iteration 7Q (1946.540000 sec): 3 clusters
  Score: Raw -1127721.152445 + Penalty 2978.464397 = -1124742.688049
  nChanged 336
		SP:Iteration 8Q (1946.570000 sec): 3 clusters
  Score: Raw -1127870.567116 + Penalty 2978.464397 = -1124892.102719
  nChanged 301
		SP:Iteration 9Q (1946.590000 sec): 3 clusters
  Score: Raw -1128010.876096 + Penalty 2978.464397 = -1125032.411699
  nChanged 281
		SP:Iteration 10Q (1946.610000 sec): 3 clusters
  Score: Raw -1128163.464984 + Penalty 2978.464397 = -1125185.000588
  nChanged 278
		SP:Iteration 11Q (1946.640000 sec): 3 clusters
  Score: Raw -1128320.222715 + Penalty 2978.464397 = -1125341.758319
  nChanged 256
		SP:Iteration 12Q (1946.660000 sec): 3 clusters
  Score: Raw -1128465.380454 + Penalty 2978.464397 = -1125486.916057
  nChanged 238
		SP:Iteration 13Q (1946.680000 sec): 3 clusters
  Score: Raw -1128596.306244 + Penalty 2978.464397 = -1125617.841847
  nChanged 242
		SP:Iteration 14Q (1946.700000 sec): 3 clusters
  Score: Raw -1128731.139879 + Penalty 2978.464397 = -1125752.675482
  nChanged 231
		SP:Iteration 15Q (1946.730000 sec): 3 clusters
  Score: Raw -1128869.152368 + Penalty 2978.464397 = -1125890.687971
  nChanged 201
		SP:Iteration 16Q (1946.750000 sec): 3 clusters
  Score: Raw -1128987.719010 + Penalty 2978.464397 = -1126009.254613
  nChanged 193
		SP:Iteration 17Q (1946.770000 sec): 3 clusters
  Score: Raw -1129106.718937 + Penalty 2978.464397 = -1126128.254540
  nChanged 184
		SP:Iteration 18Q (1946.790000 sec): 3 clusters
  Score: Raw -1129222.143451 + Penalty 2978.464397 = -1126243.679054
  nChanged 138
		SP:Iteration 19Q (1946.810000 sec): 3 clusters
  Score: Raw -1129304.377896 + Penalty 2978.464397 = -1126325.913499
  nChanged 127
		SP:Iteration 20F (1946.840000 sec): 3 clusters
  Score: Raw -1129390.076854 + Penalty 2978.464397 = -1126411.612457
  nChanged 115
		SP:Iteration 21Q (1946.860000 sec): 3 clusters
  Score: Raw -1129469.927317 + Penalty 2978.464397 = -1126491.462920
  nChanged 93
		SP:Iteration 22Q (1946.880000 sec): 3 clusters
  Score: Raw -1129534.917165 + Penalty 2978.464397 = -1126556.452768
  nChanged 71
		SP:Iteration 23Q (1946.900000 sec): 3 clusters
  Score: Raw -1129590.476530 + Penalty 2978.464397 = -1126612.012133
  nChanged 62
		SP:Iteration 24Q (1946.910000 sec): 3 clusters
  Score: Raw -1129632.801319 + Penalty 2978.464397 = -1126654.336923
  nChanged 40
		SP:Iteration 25Q (1946.930000 sec): 3 clusters
  Score: Raw -1129667.403327 + Penalty 2978.464397 = -1126688.938931
  nChanged 40
		SP:Iteration 26Q (1946.950000 sec): 3 clusters
  Score: Raw -1129694.062682 + Penalty 2978.464397 = -1126715.598286
  nChanged 29
		SP:Iteration 27Q (1946.970000 sec): 3 clusters
  Score: Raw -1129719.314910 + Penalty 2978.464397 = -1126740.850513
  nChanged 22
		SP:Iteration 28Q (1946.980000 sec): 3 clusters
  Score: Raw -1129733.056848 + Penalty 2978.464397 = -1126754.592452
  nChanged 12
		SP:Iteration 29Q (1947.000000 sec): 3 clusters
  Score: Raw -1129744.120575 + Penalty 2978.464397 = -1126765.656179
  nChanged 10
		SP:Iteration 30Q (1947.020000 sec): 3 clusters
  Score: Raw -1129752.004056 + Penalty 2978.464397 = -1126773.539659
  nChanged 9
		SP:Iteration 31Q (1947.040000 sec): 3 clusters
  Score: Raw -1129757.334691 + Penalty 2978.464397 = -1126778.870295
  nChanged 5
		SP:Iteration 32Q (1947.060000 sec): 3 clusters
  Score: Raw -1129764.063584 + Penalty 2978.464397 = -1126785.599187
  nChanged 6
		SP:Iteration 33Q (1947.070000 sec): 3 clusters
  Score: Raw -1129771.197945 + Penalty 2978.464397 = -1126792.733548
  nChanged 7
		SP:Iteration 34Q (1947.090000 sec): 3 clusters
  Score: Raw -1129778.305564 + Penalty 2978.464397 = -1126799.841168
  nChanged 12
		SP:Iteration 35Q (1947.110000 sec): 3 clusters
  Score: Raw -1129788.615153 + Penalty 2978.464397 = -1126810.150756
  nChanged 10
		SP:Iteration 36Q (1947.120000 sec): 3 clusters
  Score: Raw -1129799.122178 + Penalty 2978.464397 = -1126820.657782
  nChanged 9
		SP:Iteration 37Q (1947.140000 sec): 3 clusters
  Score: Raw -1129806.733937 + Penalty 2978.464397 = -1126828.269540
  nChanged 2
		SP:Iteration 38Q (1947.160000 sec): 3 clusters
  Score: Raw -1129807.409693 + Penalty 2978.464397 = -1126828.945296
  nChanged 1
		SP:Iteration 39Q (1947.180000 sec): 3 clusters
  Score: Raw -1129808.368813 + Penalty 2978.464397 = -1126829.904416
  nChanged 0
		SP:Iteration 40F (1947.200000 sec): 3 clusters
  Score: Raw -1129808.368813 + Penalty 2978.464397 = -1126829.904416
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1947.220000 sec): 2 clusters
  Score: Raw -563047.848739 + Penalty 1389.539895 = -561658.308844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1947.230000 sec): 3 clusters
  Score: Raw -560404.066005 + Penalty 2779.079790 = -557624.986215
  nChanged 2085
		SP:Iteration 1F (1947.250000 sec): 3 clusters
  Score: Raw -561640.031396 + Penalty 2779.079790 = -558860.951606
  nChanged 414
		SP:Iteration 2F (1947.260000 sec): 3 clusters
  Score: Raw -561975.751851 + Penalty 2779.079790 = -559196.672061
  nChanged 354
		SP:Iteration 3F (1947.270000 sec): 3 clusters
  Score: Raw -562225.956952 + Penalty 2779.079790 = -559446.877161
  nChanged 291
		SP:Iteration 4F (1947.280000 sec): 3 clusters
  Score: Raw -562383.273033 + Penalty 2779.079790 = -559604.193243
  nChanged 209
		SP:Iteration 5Q (1947.300000 sec): 3 clusters
  Score: Raw -562494.267854 + Penalty 2779.079790 = -559715.188064
  nChanged 185
		SP:Iteration 6Q (1947.310000 sec): 3 clusters
  Score: Raw -562605.639659 + Penalty 2779.079790 = -559826.559869
  nChanged 173
		SP:Iteration 7Q (1947.320000 sec): 3 clusters
  Score: Raw -562706.823092 + Penalty 2779.079790 = -559927.743301
  nChanged 161
		SP:Iteration 8Q (1947.340000 sec): 3 clusters
  Score: Raw -562794.058746 + Penalty 2779.079790 = -560014.978956
  nChanged 141
		SP:Iteration 9Q (1947.350000 sec): 3 clusters
  Score: Raw -562868.076609 + Penalty 2779.079790 = -560088.996818
  nChanged 139
		SP:Iteration 10Q (1947.360000 sec): 3 clusters
  Score: Raw -562947.883080 + Penalty 2779.079790 = -560168.803290
  nChanged 144
		SP:Iteration 11Q (1947.370000 sec): 3 clusters
  Score: Raw -563025.744646 + Penalty 2779.079790 = -560246.664855
  nChanged 132
		SP:Iteration 12Q (1947.380000 sec): 3 clusters
  Score: Raw -563101.249117 + Penalty 2779.079790 = -560322.169327
  nChanged 103
		SP:Iteration 13Q (1947.400000 sec): 3 clusters
  Score: Raw -563155.150384 + Penalty 2779.079790 = -560376.070593
  nChanged 74
		SP:Iteration 14Q (1947.410000 sec): 3 clusters
  Score: Raw -563199.745401 + Penalty 2779.079790 = -560420.665610
  nChanged 84
		SP:Iteration 15Q (1947.420000 sec): 3 clusters
  Score: Raw -563242.990071 + Penalty 2779.079790 = -560463.910281
  nChanged 80
		SP:Iteration 16Q (1947.430000 sec): 3 clusters
  Score: Raw -563289.556843 + Penalty 2779.079790 = -560510.477053
  nChanged 74
		SP:Iteration 17Q (1947.440000 sec): 3 clusters
  Score: Raw -563333.048378 + Penalty 2779.079790 = -560553.968587
  nChanged 69
		SP:Iteration 18Q (1947.460000 sec): 3 clusters
  Score: Raw -563368.393223 + Penalty 2779.079790 = -560589.313432
  nChanged 67
		SP:Iteration 19Q (1947.470000 sec): 3 clusters
  Score: Raw -563403.971963 + Penalty 2779.079790 = -560624.892172
  nChanged 56
		SP:Iteration 20F (1947.480000 sec): 3 clusters
  Score: Raw -563433.385017 + Penalty 2779.079790 = -560654.305226
  nChanged 58
		SP:Iteration 21Q (1947.490000 sec): 3 clusters
  Score: Raw -563466.792599 + Penalty 2779.079790 = -560687.712809
  nChanged 49
		SP:Iteration 22Q (1947.500000 sec): 3 clusters
  Score: Raw -563492.418432 + Penalty 2779.079790 = -560713.338641
  nChanged 44
		SP:Iteration 23Q (1947.520000 sec): 3 clusters
  Score: Raw -563515.782108 + Penalty 2779.079790 = -560736.702317
  nChanged 35
		SP:Iteration 24Q (1947.530000 sec): 3 clusters
  Score: Raw -563531.043720 + Penalty 2779.079790 = -560751.963929
  nChanged 23
		SP:Iteration 25Q (1947.540000 sec): 3 clusters
  Score: Raw -563539.909194 + Penalty 2779.079790 = -560760.829404
  nChanged 15
		SP:Iteration 26Q (1947.550000 sec): 3 clusters
  Score: Raw -563546.549556 + Penalty 2779.079790 = -560767.469765
  nChanged 19
		SP:Iteration 27Q (1947.560000 sec): 3 clusters
  Score: Raw -563555.225406 + Penalty 2779.079790 = -560776.145616
  nChanged 17
		SP:Iteration 28Q (1947.570000 sec): 3 clusters
  Score: Raw -563562.869518 + Penalty 2779.079790 = -560783.789728
  nChanged 13
		SP:Iteration 29Q (1947.580000 sec): 3 clusters
  Score: Raw -563568.407724 + Penalty 2779.079790 = -560789.327933
  nChanged 9
		SP:Iteration 30Q (1947.600000 sec): 3 clusters
  Score: Raw -563572.702932 + Penalty 2779.079790 = -560793.623141
  nChanged 7
		SP:Iteration 31Q (1947.600000 sec): 3 clusters
  Score: Raw -563574.586862 + Penalty 2779.079790 = -560795.507072
  nChanged 3
		SP:Iteration 32Q (1947.620000 sec): 3 clusters
  Score: Raw -563575.761373 + Penalty 2779.079790 = -560796.681582
  nChanged 2
		SP:Iteration 33Q (1947.630000 sec): 3 clusters
  Score: Raw -563576.440679 + Penalty 2779.079790 = -560797.360889
  nChanged 4
		SP:Iteration 34Q (1947.640000 sec): 3 clusters
  Score: Raw -563578.067231 + Penalty 2779.079790 = -560798.987441
  nChanged 8
		SP:Iteration 35Q (1947.650000 sec): 3 clusters
  Score: Raw -563583.577789 + Penalty 2779.079790 = -560804.497998
  nChanged 7
		SP:Iteration 36Q (1947.660000 sec): 3 clusters
  Score: Raw -563587.214091 + Penalty 2779.079790 = -560808.134301
  nChanged 10
		SP:Iteration 37Q (1947.670000 sec): 3 clusters
  Score: Raw -563593.870841 + Penalty 2779.079790 = -560814.791051
  nChanged 7
		SP:Iteration 38Q (1947.680000 sec): 3 clusters
  Score: Raw -563603.303697 + Penalty 2779.079790 = -560824.223907
  nChanged 12
		SP:Iteration 39Q (1947.690000 sec): 3 clusters
  Score: Raw -563611.790011 + Penalty 2779.079790 = -560832.710221
  nChanged 14
		SP:Iteration 40F (1947.700000 sec): 3 clusters
  Score: Raw -563626.182552 + Penalty 2779.079790 = -560847.102761
  nChanged 20
		SP:Iteration 41Q (1947.720000 sec): 3 clusters
  Score: Raw -563645.619103 + Penalty 2779.079790 = -560866.539312
  nChanged 15
		SP:Iteration 42Q (1947.730000 sec): 3 clusters
  Score: Raw -563659.639409 + Penalty 2779.079790 = -560880.559618
  nChanged 20
		SP:Iteration 43Q (1947.740000 sec): 3 clusters
  Score: Raw -563678.723334 + Penalty 2779.079790 = -560899.643544
  nChanged 14
		SP:Iteration 44Q (1947.750000 sec): 3 clusters
  Score: Raw -563685.331940 + Penalty 2779.079790 = -560906.252150
  nChanged 8
		SP:Iteration 45Q (1947.760000 sec): 3 clusters
  Score: Raw -563688.045537 + Penalty 2779.079790 = -560908.965746
  nChanged 5
		SP:Iteration 46Q (1947.760000 sec): 3 clusters
  Score: Raw -563690.671493 + Penalty 2779.079790 = -560911.591703
  nChanged 6
		SP:Iteration 47Q (1947.780000 sec): 3 clusters
  Score: Raw -563692.321659 + Penalty 2779.079790 = -560913.241869
  nChanged 2
		SP:Iteration 48Q (1947.790000 sec): 3 clusters
  Score: Raw -563692.881788 + Penalty 2779.079790 = -560913.801997
  nChanged 2
		SP:Iteration 49Q (1947.800000 sec): 3 clusters
  Score: Raw -563693.185333 + Penalty 2779.079790 = -560914.105543
  nChanged 0
		SP:Iteration 50F (1947.810000 sec): 3 clusters
  Score: Raw -563693.185333 + Penalty 2779.079790 = -560914.105543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (1357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1947.820000 sec): 2 clusters
  Score: Raw -141433.041198 + Penalty 1172.117645 = -140260.923553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1947.820000 sec): 3 clusters
  Score: Raw -141044.298166 + Penalty 2344.235289 = -138700.062877
  nChanged 476
		SP:Iteration 1F (1947.820000 sec): 3 clusters
  Score: Raw -141672.101419 + Penalty 2344.235289 = -139327.866129
  nChanged 164
		SP:Iteration 2F (1947.830000 sec): 3 clusters
  Score: Raw -142148.337423 + Penalty 2344.235289 = -139804.102134
  nChanged 168
		SP:Iteration 3F (1947.830000 sec): 3 clusters
  Score: Raw -142708.675217 + Penalty 2344.235289 = -140364.439927
  nChanged 139
		SP:Iteration 4F (1947.840000 sec): 3 clusters
  Score: Raw -143079.781152 + Penalty 2344.235289 = -140735.545863
  nChanged 69
		SP:Iteration 5F (1947.840000 sec): 3 clusters
  Score: Raw -143241.361347 + Penalty 2344.235289 = -140897.126057
  nChanged 36
		SP:Iteration 6Q (1947.840000 sec): 3 clusters
  Score: Raw -143308.255076 + Penalty 2344.235289 = -140964.019787
  nChanged 19
		SP:Iteration 7Q (1947.840000 sec): 3 clusters
  Score: Raw -143343.590605 + Penalty 2344.235289 = -140999.355316
  nChanged 14
		SP:Iteration 8Q (1947.850000 sec): 3 clusters
  Score: Raw -143396.125741 + Penalty 2344.235289 = -141051.890452
  nChanged 13
		SP:Iteration 9Q (1947.850000 sec): 3 clusters
  Score: Raw -143473.583788 + Penalty 2344.235289 = -141129.348499
  nChanged 7
		SP:Iteration 10Q (1947.850000 sec): 3 clusters
  Score: Raw -143517.362782 + Penalty 2344.235289 = -141173.127493
  nChanged 13
		SP:Iteration 11Q (1947.860000 sec): 3 clusters
  Score: Raw -143550.215732 + Penalty 2344.235289 = -141205.980442
  nChanged 5
		SP:Iteration 12Q (1947.860000 sec): 3 clusters
  Score: Raw -143558.689652 + Penalty 2344.235289 = -141214.454363
  nChanged 4
		SP:Iteration 13Q (1947.860000 sec): 3 clusters
  Score: Raw -143561.178359 + Penalty 2344.235289 = -141216.943069
  nChanged 1
		SP:Iteration 14Q (1947.860000 sec): 3 clusters
  Score: Raw -143562.977847 + Penalty 2344.235289 = -141218.742558
  nChanged 1
		SP:Iteration 15Q (1947.860000 sec): 3 clusters
  Score: Raw -143564.391575 + Penalty 2344.235289 = -141220.156285
  nChanged 0
		SP:Iteration 16F (1947.870000 sec): 3 clusters
  Score: Raw -143578.459117 + Penalty 2344.235289 = -141234.223827
  nChanged 5
		SP:Iteration 17Q (1947.870000 sec): 3 clusters
  Score: Raw -143631.399823 + Penalty 2344.235289 = -141287.164534
  nChanged 8
		SP:Iteration 18Q (1947.880000 sec): 3 clusters
  Score: Raw -143689.240300 + Penalty 2344.235289 = -141345.005011
  nChanged 3
		SP:Iteration 19Q (1947.880000 sec): 3 clusters
  Score: Raw -143790.979729 + Penalty 2344.235289 = -141446.744440
  nChanged 6
		SP:Iteration 20F (1947.880000 sec): 3 clusters
  Score: Raw -143830.918458 + Penalty 2344.235289 = -141486.683168
  nChanged 4
		SP:Iteration 21Q (1947.880000 sec): 3 clusters
  Score: Raw -143837.498460 + Penalty 2344.235289 = -141493.263170
  nChanged 3
		SP:Iteration 22Q (1947.880000 sec): 3 clusters
  Score: Raw -143841.479971 + Penalty 2344.235289 = -141497.244682
  nChanged 5
		SP:Iteration 23Q (1947.890000 sec): 3 clusters
  Score: Raw -143846.426320 + Penalty 2344.235289 = -141502.191031
  nChanged 3
		SP:Iteration 24Q (1947.890000 sec): 3 clusters
  Score: Raw -143848.803315 + Penalty 2344.235289 = -141504.568026
  nChanged 0
		SP:Iteration 25F (1947.900000 sec): 3 clusters
  Score: Raw -143848.803315 + Penalty 2344.235289 = -141504.568026
  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 14.07 GB.

 Trying to split cluster 10 (94393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1948.180000 sec): 2 clusters
  Score: Raw -11019618.239251 + Penalty 1861.473607 = -11017756.765644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1948.430000 sec): 3 clusters
  Score: Raw -10958244.855015 + Penalty 3722.947214 = -10954521.907801
  nChanged 45297
		SP:Iteration 1F (1948.680000 sec): 3 clusters
  Score: Raw -10985312.004884 + Penalty 3722.947214 = -10981589.057670
  nChanged 3908
		SP:Iteration 2Q (1948.940000 sec): 3 clusters
  Score: Raw -10986816.751715 + Penalty 3722.947214 = -10983093.804501
  nChanged 4322
		SP:Iteration 3Q (1949.190000 sec): 3 clusters
  Score: Raw -10988783.542136 + Penalty 3722.947214 = -10985060.594922
  nChanged 4711
		SP:Iteration 4Q (1949.450000 sec): 3 clusters
  Score: Raw -10991168.972933 + Penalty 3722.947214 = -10987446.025719
  nChanged 5007
		SP:Iteration 5F (1949.700000 sec): 3 clusters
  Score: Raw -10993925.453952 + Penalty 3722.947214 = -10990202.506738
  nChanged 5137
		SP:Iteration 6F (1949.940000 sec): 3 clusters
  Score: Raw -10996721.507434 + Penalty 3722.947214 = -10992998.560220
  nChanged 4938
		SP:Iteration 7F (1950.190000 sec): 3 clusters
  Score: Raw -10999450.056792 + Penalty 3722.947214 = -10995727.109578
  nChanged 4762
		SP:Iteration 8F (1950.440000 sec): 3 clusters
  Score: Raw -11002195.060341 + Penalty 3722.947214 = -10998472.113127
  nChanged 4552
		SP:Iteration 9Q (1950.690000 sec): 3 clusters
  Score: Raw -11004921.544625 + Penalty 3722.947214 = -11001198.597411
  nChanged 4438
		SP:Iteration 10Q (1950.930000 sec): 3 clusters
  Score: Raw -11007638.033725 + Penalty 3722.947214 = -11003915.086511
  nChanged 4383
		SP:Iteration 11Q (1951.170000 sec): 3 clusters
  Score: Raw -11010353.091005 + Penalty 3722.947214 = -11006630.143791
  nChanged 3983
		SP:Iteration 12Q (1951.400000 sec): 3 clusters
  Score: Raw -11012805.799400 + Penalty 3722.947214 = -11009082.852187
  nChanged 3504
		SP:Iteration 13Q (1951.620000 sec): 3 clusters
  Score: Raw -11014955.029243 + Penalty 3722.947214 = -11011232.082029
  nChanged 2875
		SP:Iteration 14Q (1951.840000 sec): 3 clusters
  Score: Raw -11016712.166093 + Penalty 3722.947214 = -11012989.218879
  nChanged 2161
		SP:Iteration 15Q (1952.050000 sec): 3 clusters
  Score: Raw -11018041.207117 + Penalty 3722.947214 = -11014318.259903
  nChanged 1555
		SP:Iteration 16Q (1952.260000 sec): 3 clusters
  Score: Raw -11018978.098154 + Penalty 3722.947214 = -11015255.150940
  nChanged 1045
		SP:Iteration 17Q (1952.450000 sec): 3 clusters
  Score: Raw -11019585.581225 + Penalty 3722.947214 = -11015862.634011
  nChanged 710
		SP:Iteration 18Q (1952.640000 sec): 3 clusters
  Score: Raw -11020018.665595 + Penalty 3722.947214 = -11016295.718381
  nChanged 466
		SP:Iteration 19Q (1952.830000 sec): 3 clusters
  Score: Raw -11020337.285607 + Penalty 3722.947214 = -11016614.338393
  nChanged 338
		SP:Iteration 20F (1953.070000 sec): 3 clusters
  Score: Raw -11020593.808393 + Penalty 3722.947214 = -11016870.861179
  nChanged 254
		SP:Iteration 21Q (1953.250000 sec): 3 clusters
  Score: Raw -11020793.830910 + Penalty 3722.947214 = -11017070.883696
  nChanged 209
		SP:Iteration 22Q (1953.430000 sec): 3 clusters
  Score: Raw -11020923.991839 + Penalty 3722.947214 = -11017201.044625
  nChanged 167
		SP:Iteration 23Q (1953.600000 sec): 3 clusters
  Score: Raw -11021017.486866 + Penalty 3722.947214 = -11017294.539652
  nChanged 132
		SP:Iteration 24Q (1953.780000 sec): 3 clusters
  Score: Raw -11021077.649811 + Penalty 3722.947214 = -11017354.702597
  nChanged 122
		SP:Iteration 25Q (1953.960000 sec): 3 clusters
  Score: Raw -11021128.700907 + Penalty 3722.947214 = -11017405.753693
  nChanged 100
		SP:Iteration 26Q (1954.130000 sec): 3 clusters
  Score: Raw -11021170.215834 + Penalty 3722.947214 = -11017447.268620
  nChanged 72
		SP:Iteration 27Q (1954.300000 sec): 3 clusters
  Score: Raw -11021197.210020 + Penalty 3722.947214 = -11017474.262806
  nChanged 55
		SP:Iteration 28Q (1954.480000 sec): 3 clusters
  Score: Raw -11021210.122980 + Penalty 3722.947214 = -11017487.175766
  nChanged 38
		SP:Iteration 29Q (1954.650000 sec): 3 clusters
  Score: Raw -11021217.457765 + Penalty 3722.947214 = -11017494.510551
  nChanged 20
		SP:Iteration 30Q (1954.820000 sec): 3 clusters
  Score: Raw -11021220.813662 + Penalty 3722.947214 = -11017497.866448
  nChanged 15
		SP:Iteration 31Q (1955.000000 sec): 3 clusters
  Score: Raw -11021223.188381 + Penalty 3722.947214 = -11017500.241167
  nChanged 16
		SP:Iteration 32Q (1955.170000 sec): 3 clusters
  Score: Raw -11021226.403766 + Penalty 3722.947214 = -11017503.456552
  nChanged 7
		SP:Iteration 33Q (1955.360000 sec): 3 clusters
  Score: Raw -11021227.780126 + Penalty 3722.947214 = -11017504.832912
  nChanged 9
		SP:Iteration 34Q (1955.530000 sec): 3 clusters
  Score: Raw -11021229.273685 + Penalty 3722.947214 = -11017506.326471
  nChanged 9
		SP:Iteration 35Q (1955.700000 sec): 3 clusters
  Score: Raw -11021230.806331 + Penalty 3722.947214 = -11017507.859117
  nChanged 4
		SP:Iteration 36Q (1955.880000 sec): 3 clusters
  Score: Raw -11021231.252327 + Penalty 3722.947214 = -11017508.305113
  nChanged 3
		SP:Iteration 37Q (1956.050000 sec): 3 clusters
  Score: Raw -11021231.885830 + Penalty 3722.947214 = -11017508.938616
  nChanged 2
		SP:Iteration 38Q (1956.220000 sec): 3 clusters
  Score: Raw -11021232.151851 + Penalty 3722.947214 = -11017509.204637
  nChanged 1
		SP:Iteration 39Q (1956.400000 sec): 3 clusters
  Score: Raw -11021232.333567 + Penalty 3722.947214 = -11017509.386353
  nChanged 0
		SP:Iteration 40F (1956.640000 sec): 3 clusters
  Score: Raw -11021234.336317 + Penalty 3722.947214 = -11017511.389103
  nChanged 2
		SP:Iteration 41Q (1956.820000 sec): 3 clusters
  Score: Raw -11021234.999020 + Penalty 3722.947214 = -11017512.051806
  nChanged 1
		SP:Iteration 42Q (1956.990000 sec): 3 clusters
  Score: Raw -11021235.261142 + Penalty 3722.947214 = -11017512.313928
  nChanged 0
		SP:Iteration 43F (1957.240000 sec): 3 clusters
  Score: Raw -11021235.261142 + Penalty 3722.947214 = -11017512.313928
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1957.300000 sec): 2 clusters
  Score: Raw -238703.219050 + Penalty 1253.417407 = -237449.801643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1957.300000 sec): 3 clusters
  Score: Raw -237713.080829 + Penalty 2506.834814 = -235206.246015
  nChanged 838
		SP:Iteration 1F (1957.310000 sec): 3 clusters
  Score: Raw -238319.894707 + Penalty 2506.834814 = -235813.059893
  nChanged 239
		SP:Iteration 2F (1957.320000 sec): 3 clusters
  Score: Raw -238623.299296 + Penalty 2506.834814 = -236116.464482
  nChanged 202
		SP:Iteration 3F (1957.320000 sec): 3 clusters
  Score: Raw -238940.818883 + Penalty 2506.834814 = -236433.984069
  nChanged 170
		SP:Iteration 4F (1957.320000 sec): 3 clusters
  Score: Raw -239250.778101 + Penalty 2506.834814 = -236743.943287
  nChanged 116
		SP:Iteration 5F (1957.330000 sec): 3 clusters
  Score: Raw -239418.050733 + Penalty 2506.834814 = -236911.215919
  nChanged 77
		SP:Iteration 6Q (1957.340000 sec): 3 clusters
  Score: Raw -239507.434454 + Penalty 2506.834814 = -237000.599640
  nChanged 62
		SP:Iteration 7Q (1957.340000 sec): 3 clusters
  Score: Raw -239569.694650 + Penalty 2506.834814 = -237062.859836
  nChanged 42
		SP:Iteration 8Q (1957.340000 sec): 3 clusters
  Score: Raw -239600.543149 + Penalty 2506.834814 = -237093.708335
  nChanged 19
		SP:Iteration 9Q (1957.350000 sec): 3 clusters
  Score: Raw -239619.458217 + Penalty 2506.834814 = -237112.623403
  nChanged 15
		SP:Iteration 10Q (1957.360000 sec): 3 clusters
  Score: Raw -239633.670507 + Penalty 2506.834814 = -237126.835693
  nChanged 12
		SP:Iteration 11Q (1957.360000 sec): 3 clusters
  Score: Raw -239639.300368 + Penalty 2506.834814 = -237132.465554
  nChanged 10
		SP:Iteration 12Q (1957.360000 sec): 3 clusters
  Score: Raw -239644.357084 + Penalty 2506.834814 = -237137.522270
  nChanged 7
		SP:Iteration 13Q (1957.370000 sec): 3 clusters
  Score: Raw -239649.320027 + Penalty 2506.834814 = -237142.485213
  nChanged 5
		SP:Iteration 14Q (1957.370000 sec): 3 clusters
  Score: Raw -239652.024154 + Penalty 2506.834814 = -237145.189340
  nChanged 5
		SP:Iteration 15Q (1957.380000 sec): 3 clusters
  Score: Raw -239654.930719 + Penalty 2506.834814 = -237148.095905
  nChanged 3
		SP:Iteration 16Q (1957.380000 sec): 3 clusters
  Score: Raw -239655.970491 + Penalty 2506.834814 = -237149.135677
  nChanged 2
		SP:Iteration 17Q (1957.390000 sec): 3 clusters
  Score: Raw -239656.410186 + Penalty 2506.834814 = -237149.575372
  nChanged 0
		SP:Iteration 18F (1957.390000 sec): 3 clusters
  Score: Raw -239656.410186 + Penalty 2506.834814 = -237149.575372
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1957.430000 sec): 2 clusters
  Score: Raw -1375786.911338 + Penalty 1525.125147 = -1374261.786191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1957.460000 sec): 3 clusters
  Score: Raw -1368868.133593 + Penalty 3050.250294 = -1365817.883299
  nChanged 5251
		SP:Iteration 1F (1957.490000 sec): 3 clusters
  Score: Raw -1371710.393025 + Penalty 3050.250294 = -1368660.142731
  nChanged 752
		SP:Iteration 2F (1957.520000 sec): 3 clusters
  Score: Raw -1372070.148892 + Penalty 3050.250294 = -1369019.898598
  nChanged 727
		SP:Iteration 3F (1957.550000 sec): 3 clusters
  Score: Raw -1372461.734538 + Penalty 3050.250294 = -1369411.484244
  nChanged 768
		SP:Iteration 4F (1957.580000 sec): 3 clusters
  Score: Raw -1372928.427499 + Penalty 3050.250294 = -1369878.177205
  nChanged 761
		SP:Iteration 5F (1957.610000 sec): 3 clusters
  Score: Raw -1373447.092792 + Penalty 3050.250294 = -1370396.842498
  nChanged 795
		SP:Iteration 6F (1957.640000 sec): 3 clusters
  Score: Raw -1373970.418759 + Penalty 3050.250294 = -1370920.168465
  nChanged 701
		SP:Iteration 7F (1957.670000 sec): 3 clusters
  Score: Raw -1374380.369396 + Penalty 3050.250294 = -1371330.119102
  nChanged 566
		SP:Iteration 8Q (1957.700000 sec): 3 clusters
  Score: Raw -1374695.976014 + Penalty 3050.250294 = -1371645.725720
  nChanged 444
		SP:Iteration 9Q (1957.730000 sec): 3 clusters
  Score: Raw -1374934.695115 + Penalty 3050.250294 = -1371884.444821
  nChanged 367
		SP:Iteration 10Q (1957.760000 sec): 3 clusters
  Score: Raw -1375109.830035 + Penalty 3050.250294 = -1372059.579741
  nChanged 302
		SP:Iteration 11Q (1957.790000 sec): 3 clusters
  Score: Raw -1375264.784457 + Penalty 3050.250294 = -1372214.534163
  nChanged 272
		SP:Iteration 12Q (1957.820000 sec): 3 clusters
  Score: Raw -1375412.282134 + Penalty 3050.250294 = -1372362.031840
  nChanged 239
		SP:Iteration 13Q (1957.850000 sec): 3 clusters
  Score: Raw -1375591.036285 + Penalty 3050.250294 = -1372540.785991
  nChanged 255
		SP:Iteration 14Q (1957.880000 sec): 3 clusters
  Score: Raw -1375788.025975 + Penalty 3050.250294 = -1372737.775682
  nChanged 238
		SP:Iteration 15Q (1957.910000 sec): 3 clusters
  Score: Raw -1375998.365251 + Penalty 3050.250294 = -1372948.114957
  nChanged 216
		SP:Iteration 16Q (1957.940000 sec): 3 clusters
  Score: Raw -1376196.483216 + Penalty 3050.250294 = -1373146.232922
  nChanged 193
		SP:Iteration 17Q (1957.960000 sec): 3 clusters
  Score: Raw -1376383.320899 + Penalty 3050.250294 = -1373333.070605
  nChanged 139
		SP:Iteration 18Q (1957.990000 sec): 3 clusters
  Score: Raw -1376523.560308 + Penalty 3050.250294 = -1373473.310014
  nChanged 121
		SP:Iteration 19Q (1958.020000 sec): 3 clusters
  Score: Raw -1376621.796353 + Penalty 3050.250294 = -1373571.546060
  nChanged 75
		SP:Iteration 20F (1958.050000 sec): 3 clusters
  Score: Raw -1376690.033986 + Penalty 3050.250294 = -1373639.783692
  nChanged 59
		SP:Iteration 21Q (1958.080000 sec): 3 clusters
  Score: Raw -1376723.015717 + Penalty 3050.250294 = -1373672.765423
  nChanged 58
		SP:Iteration 22Q (1958.100000 sec): 3 clusters
  Score: Raw -1376743.406606 + Penalty 3050.250294 = -1373693.156312
  nChanged 50
		SP:Iteration 23Q (1958.120000 sec): 3 clusters
  Score: Raw -1376755.711831 + Penalty 3050.250294 = -1373705.461537
  nChanged 38
		SP:Iteration 24Q (1958.150000 sec): 3 clusters
  Score: Raw -1376765.358022 + Penalty 3050.250294 = -1373715.107728
  nChanged 30
		SP:Iteration 25Q (1958.180000 sec): 3 clusters
  Score: Raw -1376774.157706 + Penalty 3050.250294 = -1373723.907412
  nChanged 30
		SP:Iteration 26Q (1958.200000 sec): 3 clusters
  Score: Raw -1376779.877563 + Penalty 3050.250294 = -1373729.627269
  nChanged 16
		SP:Iteration 27Q (1958.220000 sec): 3 clusters
  Score: Raw -1376782.713609 + Penalty 3050.250294 = -1373732.463315
  nChanged 10
		SP:Iteration 28Q (1958.250000 sec): 3 clusters
  Score: Raw -1376784.375151 + Penalty 3050.250294 = -1373734.124857
  nChanged 8
		SP:Iteration 29Q (1958.280000 sec): 3 clusters
  Score: Raw -1376785.375716 + Penalty 3050.250294 = -1373735.125422
  nChanged 5
		SP:Iteration 30Q (1958.300000 sec): 3 clusters
  Score: Raw -1376785.915703 + Penalty 3050.250294 = -1373735.665409
  nChanged 4
		SP:Iteration 31Q (1958.330000 sec): 3 clusters
  Score: Raw -1376786.368499 + Penalty 3050.250294 = -1373736.118205
  nChanged 3
		SP:Iteration 32Q (1958.350000 sec): 3 clusters
  Score: Raw -1376786.780057 + Penalty 3050.250294 = -1373736.529763
  nChanged 4
		SP:Iteration 33Q (1958.380000 sec): 3 clusters
  Score: Raw -1376787.288678 + Penalty 3050.250294 = -1373737.038384
  nChanged 7
		SP:Iteration 34Q (1958.400000 sec): 3 clusters
  Score: Raw -1376787.738755 + Penalty 3050.250294 = -1373737.488461
  nChanged 2
		SP:Iteration 35Q (1958.420000 sec): 3 clusters
  Score: Raw -1376787.973950 + Penalty 3050.250294 = -1373737.723656
  nChanged 3
		SP:Iteration 36Q (1958.450000 sec): 3 clusters
  Score: Raw -1376788.224893 + Penalty 3050.250294 = -1373737.974599
  nChanged 5
		SP:Iteration 37Q (1958.470000 sec): 3 clusters
  Score: Raw -1376788.840625 + Penalty 3050.250294 = -1373738.590331
  nChanged 3
		SP:Iteration 38Q (1958.500000 sec): 3 clusters
  Score: Raw -1376789.033715 + Penalty 3050.250294 = -1373738.783421
  nChanged 0
		SP:Iteration 39F (1958.530000 sec): 3 clusters
  Score: Raw -1376789.033715 + Penalty 3050.250294 = -1373738.783421
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1958.550000 sec): 2 clusters
  Score: Raw -527357.862167 + Penalty 1382.147875 = -525975.714291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1958.560000 sec): 3 clusters
  Score: Raw -524804.087852 + Penalty 2764.295751 = -522039.792101
  nChanged 2020
		SP:Iteration 1F (1958.570000 sec): 3 clusters
  Score: Raw -525995.785888 + Penalty 2764.295751 = -523231.490137
  nChanged 447
		SP:Iteration 2F (1958.580000 sec): 3 clusters
  Score: Raw -526340.992266 + Penalty 2764.295751 = -523576.696515
  nChanged 388
		SP:Iteration 3F (1958.600000 sec): 3 clusters
  Score: Raw -526672.871727 + Penalty 2764.295751 = -523908.575976
  nChanged 333
		SP:Iteration 4F (1958.610000 sec): 3 clusters
  Score: Raw -526966.995176 + Penalty 2764.295751 = -524202.699425
  nChanged 285
		SP:Iteration 5F (1958.620000 sec): 3 clusters
  Score: Raw -527201.853561 + Penalty 2764.295751 = -524437.557811
  nChanged 252
		SP:Iteration 6F (1958.640000 sec): 3 clusters
  Score: Raw -527410.653499 + Penalty 2764.295751 = -524646.357748
  nChanged 187
		SP:Iteration 7Q (1958.650000 sec): 3 clusters
  Score: Raw -527574.130693 + Penalty 2764.295751 = -524809.834942
  nChanged 166
		SP:Iteration 8Q (1958.660000 sec): 3 clusters
  Score: Raw -527714.660769 + Penalty 2764.295751 = -524950.365018
  nChanged 145
		SP:Iteration 9Q (1958.670000 sec): 3 clusters
  Score: Raw -527837.796194 + Penalty 2764.295751 = -525073.500443
  nChanged 114
		SP:Iteration 10Q (1958.680000 sec): 3 clusters
  Score: Raw -527925.996452 + Penalty 2764.295751 = -525161.700701
  nChanged 109
		SP:Iteration 11Q (1958.700000 sec): 3 clusters
  Score: Raw -528001.102211 + Penalty 2764.295751 = -525236.806460
  nChanged 92
		SP:Iteration 12Q (1958.700000 sec): 3 clusters
  Score: Raw -528060.678290 + Penalty 2764.295751 = -525296.382540
  nChanged 66
		SP:Iteration 13Q (1958.720000 sec): 3 clusters
  Score: Raw -528097.712010 + Penalty 2764.295751 = -525333.416260
  nChanged 67
		SP:Iteration 14Q (1958.730000 sec): 3 clusters
  Score: Raw -528129.813024 + Penalty 2764.295751 = -525365.517273
  nChanged 37
		SP:Iteration 15Q (1958.740000 sec): 3 clusters
  Score: Raw -528145.040085 + Penalty 2764.295751 = -525380.744334
  nChanged 31
		SP:Iteration 16Q (1958.750000 sec): 3 clusters
  Score: Raw -528156.136841 + Penalty 2764.295751 = -525391.841091
  nChanged 21
		SP:Iteration 17Q (1958.760000 sec): 3 clusters
  Score: Raw -528169.352477 + Penalty 2764.295751 = -525405.056726
  nChanged 33
		SP:Iteration 18Q (1958.770000 sec): 3 clusters
  Score: Raw -528191.605468 + Penalty 2764.295751 = -525427.309717
  nChanged 30
		SP:Iteration 19Q (1958.780000 sec): 3 clusters
  Score: Raw -528207.086883 + Penalty 2764.295751 = -525442.791133
  nChanged 25
		SP:Iteration 20F (1958.800000 sec): 3 clusters
  Score: Raw -528218.945462 + Penalty 2764.295751 = -525454.649712
  nChanged 20
		SP:Iteration 21Q (1958.810000 sec): 3 clusters
  Score: Raw -528230.814133 + Penalty 2764.295751 = -525466.518382
  nChanged 14
		SP:Iteration 22Q (1958.820000 sec): 3 clusters
  Score: Raw -528238.862962 + Penalty 2764.295751 = -525474.567211
  nChanged 19
		SP:Iteration 23Q (1958.830000 sec): 3 clusters
  Score: Raw -528249.673750 + Penalty 2764.295751 = -525485.377999
  nChanged 15
		SP:Iteration 24Q (1958.840000 sec): 3 clusters
  Score: Raw -528255.154776 + Penalty 2764.295751 = -525490.859025
  nChanged 11
		SP:Iteration 25Q (1958.850000 sec): 3 clusters
  Score: Raw -528257.591739 + Penalty 2764.295751 = -525493.295988
  nChanged 9
		SP:Iteration 26Q (1958.860000 sec): 3 clusters
  Score: Raw -528259.393893 + Penalty 2764.295751 = -525495.098142
  nChanged 5
		SP:Iteration 27Q (1958.870000 sec): 3 clusters
  Score: Raw -528260.251293 + Penalty 2764.295751 = -525495.955543
  nChanged 4
		SP:Iteration 28Q (1958.880000 sec): 3 clusters
  Score: Raw -528261.150307 + Penalty 2764.295751 = -525496.854557
  nChanged 5
		SP:Iteration 29Q (1958.900000 sec): 3 clusters
  Score: Raw -528262.149677 + Penalty 2764.295751 = -525497.853927
  nChanged 3
		SP:Iteration 30Q (1958.910000 sec): 3 clusters
  Score: Raw -528262.670185 + Penalty 2764.295751 = -525498.374434
  nChanged 3
		SP:Iteration 31Q (1958.920000 sec): 3 clusters
  Score: Raw -528263.643854 + Penalty 2764.295751 = -525499.348103
  nChanged 2
		SP:Iteration 32Q (1958.930000 sec): 3 clusters
  Score: Raw -528264.606524 + Penalty 2764.295751 = -525500.310774
  nChanged 2
		SP:Iteration 33Q (1958.940000 sec): 3 clusters
  Score: Raw -528264.874671 + Penalty 2764.295751 = -525500.578920
  nChanged 1
		SP:Iteration 34Q (1958.950000 sec): 3 clusters
  Score: Raw -528265.014525 + Penalty 2764.295751 = -525500.718775
  nChanged 1
		SP:Iteration 35Q (1958.960000 sec): 3 clusters
  Score: Raw -528265.324296 + Penalty 2764.295751 = -525501.028545
  nChanged 2
		SP:Iteration 36Q (1958.970000 sec): 3 clusters
  Score: Raw -528265.845844 + Penalty 2764.295751 = -525501.550094
  nChanged 3
		SP:Iteration 37Q (1958.980000 sec): 3 clusters
  Score: Raw -528266.990265 + Penalty 2764.295751 = -525502.694515
  nChanged 5
		SP:Iteration 38Q (1958.990000 sec): 3 clusters
  Score: Raw -528267.933525 + Penalty 2764.295751 = -525503.637774
  nChanged 1
		SP:Iteration 39Q (1959.000000 sec): 3 clusters
  Score: Raw -528267.963700 + Penalty 2764.295751 = -525503.667950
  nChanged 0
		SP:Iteration 40F (1959.020000 sec): 3 clusters
  Score: Raw -528267.963700 + Penalty 2764.295751 = -525503.667950
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (18004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1959.070000 sec): 2 clusters
  Score: Raw -2044645.526289 + Penalty 1592.231751 = -2043053.294538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1959.120000 sec): 3 clusters
  Score: Raw -2033912.039965 + Penalty 3184.463501 = -2030727.576464
  nChanged 8128
		SP:Iteration 1F (1959.160000 sec): 3 clusters
  Score: Raw -2038914.281121 + Penalty 3184.463501 = -2035729.817619
  nChanged 1210
		SP:Iteration 2F (1959.210000 sec): 3 clusters
  Score: Raw -2039660.794330 + Penalty 3184.463501 = -2036476.330828
  nChanged 1219
		SP:Iteration 3F (1959.260000 sec): 3 clusters
  Score: Raw -2040382.555918 + Penalty 3184.463501 = -2037198.092417
  nChanged 1117
		SP:Iteration 4F (1959.300000 sec): 3 clusters
  Score: Raw -2040990.495432 + Penalty 3184.463501 = -2037806.031931
  nChanged 988
		SP:Iteration 5F (1959.350000 sec): 3 clusters
  Score: Raw -2041504.108623 + Penalty 3184.463501 = -2038319.645122
  nChanged 901
		SP:Iteration 6F (1959.390000 sec): 3 clusters
  Score: Raw -2041963.449599 + Penalty 3184.463501 = -2038778.986098
  nChanged 810
		SP:Iteration 7Q (1959.440000 sec): 3 clusters
  Score: Raw -2042383.852734 + Penalty 3184.463501 = -2039199.389233
  nChanged 705
		SP:Iteration 8Q (1959.490000 sec): 3 clusters
  Score: Raw -2042738.869902 + Penalty 3184.463501 = -2039554.406401
  nChanged 663
		SP:Iteration 9Q (1959.530000 sec): 3 clusters
  Score: Raw -2043058.938793 + Penalty 3184.463501 = -2039874.475292
  nChanged 588
		SP:Iteration 10Q (1959.580000 sec): 3 clusters
  Score: Raw -2043358.321471 + Penalty 3184.463501 = -2040173.857970
  nChanged 558
		SP:Iteration 11Q (1959.620000 sec): 3 clusters
  Score: Raw -2043655.511772 + Penalty 3184.463501 = -2040471.048271
  nChanged 539
		SP:Iteration 12Q (1959.670000 sec): 3 clusters
  Score: Raw -2043961.236636 + Penalty 3184.463501 = -2040776.773135
  nChanged 460
		SP:Iteration 13Q (1959.720000 sec): 3 clusters
  Score: Raw -2044257.008705 + Penalty 3184.463501 = -2041072.545204
  nChanged 384
		SP:Iteration 14Q (1959.760000 sec): 3 clusters
  Score: Raw -2044537.829671 + Penalty 3184.463501 = -2041353.366170
  nChanged 288
		SP:Iteration 15Q (1959.800000 sec): 3 clusters
  Score: Raw -2044753.571781 + Penalty 3184.463501 = -2041569.108280
  nChanged 239
		SP:Iteration 16Q (1959.840000 sec): 3 clusters
  Score: Raw -2044941.812446 + Penalty 3184.463501 = -2041757.348944
  nChanged 182
		SP:Iteration 17Q (1959.880000 sec): 3 clusters
  Score: Raw -2045097.836087 + Penalty 3184.463501 = -2041913.372586
  nChanged 153
		SP:Iteration 18Q (1959.920000 sec): 3 clusters
  Score: Raw -2045217.078776 + Penalty 3184.463501 = -2042032.615274
  nChanged 122
		SP:Iteration 19Q (1959.960000 sec): 3 clusters
  Score: Raw -2045310.991518 + Penalty 3184.463501 = -2042126.528017
  nChanged 91
		SP:Iteration 20F (1960.010000 sec): 3 clusters
  Score: Raw -2045385.081523 + Penalty 3184.463501 = -2042200.618022
  nChanged 92
		SP:Iteration 21Q (1960.040000 sec): 3 clusters
  Score: Raw -2045469.041395 + Penalty 3184.463501 = -2042284.577893
  nChanged 88
		SP:Iteration 22Q (1960.080000 sec): 3 clusters
  Score: Raw -2045581.007284 + Penalty 3184.463501 = -2042396.543783
  nChanged 75
		SP:Iteration 23Q (1960.110000 sec): 3 clusters
  Score: Raw -2045692.945224 + Penalty 3184.463501 = -2042508.481723
  nChanged 67
		SP:Iteration 24Q (1960.140000 sec): 3 clusters
  Score: Raw -2045776.465120 + Penalty 3184.463501 = -2042592.001619
  nChanged 58
		SP:Iteration 25Q (1960.180000 sec): 3 clusters
  Score: Raw -2045814.256159 + Penalty 3184.463501 = -2042629.792658
  nChanged 28
		SP:Iteration 26Q (1960.210000 sec): 3 clusters
  Score: Raw -2045825.556226 + Penalty 3184.463501 = -2042641.092724
  nChanged 14
		SP:Iteration 27Q (1960.240000 sec): 3 clusters
  Score: Raw -2045831.630788 + Penalty 3184.463501 = -2042647.167286
  nChanged 13
		SP:Iteration 28Q (1960.280000 sec): 3 clusters
  Score: Raw -2045835.839649 + Penalty 3184.463501 = -2042651.376147
  nChanged 9
		SP:Iteration 29Q (1960.310000 sec): 3 clusters
  Score: Raw -2045839.468418 + Penalty 3184.463501 = -2042655.004917
  nChanged 3
		SP:Iteration 30Q (1960.340000 sec): 3 clusters
  Score: Raw -2045839.959589 + Penalty 3184.463501 = -2042655.496088
  nChanged 6
		SP:Iteration 31Q (1960.380000 sec): 3 clusters
  Score: Raw -2045842.154711 + Penalty 3184.463501 = -2042657.691210
  nChanged 5
		SP:Iteration 32Q (1960.410000 sec): 3 clusters
  Score: Raw -2045843.900503 + Penalty 3184.463501 = -2042659.437001
  nChanged 6
		SP:Iteration 33Q (1960.440000 sec): 3 clusters
  Score: Raw -2045846.936451 + Penalty 3184.463501 = -2042662.472950
  nChanged 5
		SP:Iteration 34Q (1960.480000 sec): 3 clusters
  Score: Raw -2045847.393834 + Penalty 3184.463501 = -2042662.930333
  nChanged 3
		SP:Iteration 35Q (1960.510000 sec): 3 clusters
  Score: Raw -2045847.927957 + Penalty 3184.463501 = -2042663.464456
  nChanged 3
		SP:Iteration 36Q (1960.540000 sec): 3 clusters
  Score: Raw -2045848.350571 + Penalty 3184.463501 = -2042663.887070
  nChanged 1
		SP:Iteration 37Q (1960.570000 sec): 3 clusters
  Score: Raw -2045848.763238 + Penalty 3184.463501 = -2042664.299737
  nChanged 0
		SP:Iteration 38F (1960.620000 sec): 3 clusters
  Score: Raw -2045848.763238 + Penalty 3184.463501 = -2042664.299737
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (61735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1960.800000 sec): 2 clusters
  Score: Raw -7190222.719907 + Penalty 1792.473525 = -7188430.246382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1960.970000 sec): 3 clusters
  Score: Raw -7150869.140907 + Penalty 3584.947051 = -7147284.193856
  nChanged 29054
		SP:Iteration 1F (1961.130000 sec): 3 clusters
  Score: Raw -7168539.060992 + Penalty 3584.947051 = -7164954.113941
  nChanged 3135
		SP:Iteration 2F (1961.290000 sec): 3 clusters
  Score: Raw -7169911.872050 + Penalty 3584.947051 = -7166326.925000
  nChanged 3507
		SP:Iteration 3F (1961.460000 sec): 3 clusters
  Score: Raw -7171675.531901 + Penalty 3584.947051 = -7168090.584850
  nChanged 3786
		SP:Iteration 4F (1961.620000 sec): 3 clusters
  Score: Raw -7173907.149019 + Penalty 3584.947051 = -7170322.201968
  nChanged 3939
		SP:Iteration 5F (1961.780000 sec): 3 clusters
  Score: Raw -7176671.962541 + Penalty 3584.947051 = -7173087.015490
  nChanged 3825
		SP:Iteration 6F (1961.940000 sec): 3 clusters
  Score: Raw -7179682.509421 + Penalty 3584.947051 = -7176097.562370
  nChanged 3428
		SP:Iteration 7F (1962.110000 sec): 3 clusters
  Score: Raw -7182255.433582 + Penalty 3584.947051 = -7178670.486531
  nChanged 2630
		SP:Iteration 8Q (1962.270000 sec): 3 clusters
  Score: Raw -7183972.666575 + Penalty 3584.947051 = -7180387.719524
  nChanged 2083
		SP:Iteration 9Q (1962.430000 sec): 3 clusters
  Score: Raw -7185198.503670 + Penalty 3584.947051 = -7181613.556619
  nChanged 1706
		SP:Iteration 10Q (1962.580000 sec): 3 clusters
  Score: Raw -7186141.923986 + Penalty 3584.947051 = -7182556.976936
  nChanged 1477
		SP:Iteration 11Q (1962.740000 sec): 3 clusters
  Score: Raw -7187017.039876 + Penalty 3584.947051 = -7183432.092825
  nChanged 1216
		SP:Iteration 12Q (1962.880000 sec): 3 clusters
  Score: Raw -7187815.262247 + Penalty 3584.947051 = -7184230.315196
  nChanged 1068
		SP:Iteration 13Q (1963.030000 sec): 3 clusters
  Score: Raw -7188659.378632 + Penalty 3584.947051 = -7185074.431581
  nChanged 889
		SP:Iteration 14Q (1963.170000 sec): 3 clusters
  Score: Raw -7189541.063385 + Penalty 3584.947051 = -7185956.116334
  nChanged 749
		SP:Iteration 15Q (1963.310000 sec): 3 clusters
  Score: Raw -7190680.104883 + Penalty 3584.947051 = -7187095.157832
  nChanged 623
		SP:Iteration 16Q (1963.440000 sec): 3 clusters
  Score: Raw -7191752.841451 + Penalty 3584.947051 = -7188167.894400
  nChanged 611
		SP:Iteration 17Q (1963.580000 sec): 3 clusters
  Score: Raw -7192200.404124 + Penalty 3584.947051 = -7188615.457073
  nChanged 511
		SP:Iteration 18Q (1963.710000 sec): 3 clusters
  Score: Raw -7192363.550311 + Penalty 3584.947051 = -7188778.603260
  nChanged 384
		SP:Iteration 19Q (1963.840000 sec): 3 clusters
  Score: Raw -7192449.601257 + Penalty 3584.947051 = -7188864.654206
  nChanged 291
		SP:Iteration 20F (1964.000000 sec): 3 clusters
  Score: Raw -7192509.597807 + Penalty 3584.947051 = -7188924.650757
  nChanged 231
		SP:Iteration 21Q (1964.140000 sec): 3 clusters
  Score: Raw -7192556.447257 + Penalty 3584.947051 = -7188971.500206
  nChanged 225
		SP:Iteration 22Q (1964.260000 sec): 3 clusters
  Score: Raw -7192602.821600 + Penalty 3584.947051 = -7189017.874549
  nChanged 218
		SP:Iteration 23Q (1964.400000 sec): 3 clusters
  Score: Raw -7192646.767153 + Penalty 3584.947051 = -7189061.820103
  nChanged 224
		SP:Iteration 24Q (1964.530000 sec): 3 clusters
  Score: Raw -7192696.209461 + Penalty 3584.947051 = -7189111.262410
  nChanged 242
		SP:Iteration 25Q (1964.660000 sec): 3 clusters
  Score: Raw -7192752.524280 + Penalty 3584.947051 = -7189167.577229
  nChanged 276
		SP:Iteration 26Q (1964.800000 sec): 3 clusters
  Score: Raw -7192823.066200 + Penalty 3584.947051 = -7189238.119149
  nChanged 315
		SP:Iteration 27Q (1964.930000 sec): 3 clusters
  Score: Raw -7192904.139495 + Penalty 3584.947051 = -7189319.192444
  nChanged 342
		SP:Iteration 28Q (1965.060000 sec): 3 clusters
  Score: Raw -7192996.415356 + Penalty 3584.947051 = -7189411.468305
  nChanged 333
		SP:Iteration 29Q (1965.190000 sec): 3 clusters
  Score: Raw -7193092.358043 + Penalty 3584.947051 = -7189507.410992
  nChanged 411
		SP:Iteration 30Q (1965.320000 sec): 3 clusters
  Score: Raw -7193220.395369 + Penalty 3584.947051 = -7189635.448319
  nChanged 460
		SP:Iteration 31Q (1965.460000 sec): 3 clusters
  Score: Raw -7193365.191852 + Penalty 3584.947051 = -7189780.244801
  nChanged 486
		SP:Iteration 32Q (1965.590000 sec): 3 clusters
  Score: Raw -7193511.073612 + Penalty 3584.947051 = -7189926.126561
  nChanged 514
		SP:Iteration 33Q (1965.720000 sec): 3 clusters
  Score: Raw -7193665.482531 + Penalty 3584.947051 = -7190080.535480
  nChanged 533
		SP:Iteration 34Q (1965.850000 sec): 3 clusters
  Score: Raw -7193832.902361 + Penalty 3584.947051 = -7190247.955311
  nChanged 597
		SP:Iteration 35Q (1965.990000 sec): 3 clusters
  Score: Raw -7194028.560750 + Penalty 3584.947051 = -7190443.613699
  nChanged 634
		SP:Iteration 36Q (1966.120000 sec): 3 clusters
  Score: Raw -7194233.179248 + Penalty 3584.947051 = -7190648.232198
  nChanged 684
		SP:Iteration 37Q (1966.250000 sec): 3 clusters
  Score: Raw -7194454.715243 + Penalty 3584.947051 = -7190869.768192
  nChanged 674
		SP:Iteration 38Q (1966.380000 sec): 3 clusters
  Score: Raw -7194670.034993 + Penalty 3584.947051 = -7191085.087943
  nChanged 634
		SP:Iteration 39Q (1966.520000 sec): 3 clusters
  Score: Raw -7194866.815264 + Penalty 3584.947051 = -7191281.868213
  nChanged 649
		SP:Iteration 40F (1966.680000 sec): 3 clusters
  Score: Raw -7195170.435782 + Penalty 3584.947051 = -7191585.488731
  nChanged 783
		SP:Iteration 41Q (1966.820000 sec): 3 clusters
  Score: Raw -7195524.934055 + Penalty 3584.947051 = -7191939.987005
  nChanged 902
		SP:Iteration 42Q (1966.960000 sec): 3 clusters
  Score: Raw -7195954.731150 + Penalty 3584.947051 = -7192369.784099
  nChanged 923
		SP:Iteration 43Q (1967.100000 sec): 3 clusters
  Score: Raw -7196414.519916 + Penalty 3584.947051 = -7192829.572866
  nChanged 954
		SP:Iteration 44Q (1967.240000 sec): 3 clusters
  Score: Raw -7196917.548428 + Penalty 3584.947051 = -7193332.601378
  nChanged 1013
		SP:Iteration 45Q (1967.370000 sec): 3 clusters
  Score: Raw -7197504.261950 + Penalty 3584.947051 = -7193919.314899
  nChanged 1054
		SP:Iteration 46Q (1967.510000 sec): 3 clusters
  Score: Raw -7198142.673293 + Penalty 3584.947051 = -7194557.726243
  nChanged 1102
		SP:Iteration 47Q (1967.650000 sec): 3 clusters
  Score: Raw -7198844.524682 + Penalty 3584.947051 = -7195259.577631
  nChanged 1041
		SP:Iteration 48Q (1967.780000 sec): 3 clusters
  Score: Raw -7199474.453232 + Penalty 3584.947051 = -7195889.506182
  nChanged 901
		SP:Iteration 49Q (1967.920000 sec): 3 clusters
  Score: Raw -7199921.567573 + Penalty 3584.947051 = -7196336.620523
  nChanged 722
		SP:Iteration 50Q (1968.060000 sec): 3 clusters
  Score: Raw -7200209.127415 + Penalty 3584.947051 = -7196624.180364
  nChanged 584
		SP:Iteration 51Q (1968.190000 sec): 3 clusters
  Score: Raw -7200391.479903 + Penalty 3584.947051 = -7196806.532852
  nChanged 428
		SP:Iteration 52Q (1968.320000 sec): 3 clusters
  Score: Raw -7200495.662443 + Penalty 3584.947051 = -7196910.715392
  nChanged 293
		SP:Iteration 53Q (1968.450000 sec): 3 clusters
  Score: Raw -7200543.728728 + Penalty 3584.947051 = -7196958.781677
  nChanged 197
		SP:Iteration 54Q (1968.580000 sec): 3 clusters
  Score: Raw -7200577.307671 + Penalty 3584.947051 = -7196992.360621
  nChanged 123
		SP:Iteration 55Q (1968.710000 sec): 3 clusters
  Score: Raw -7200590.678084 + Penalty 3584.947051 = -7197005.731033
  nChanged 84
		SP:Iteration 56Q (1968.840000 sec): 3 clusters
  Score: Raw -7200596.123159 + Penalty 3584.947051 = -7197011.176108
  nChanged 46
		SP:Iteration 57Q (1968.980000 sec): 3 clusters
  Score: Raw -7200598.355802 + Penalty 3584.947051 = -7197013.408752
  nChanged 37
		SP:Iteration 58Q (1969.110000 sec): 3 clusters
  Score: Raw -7200599.954766 + Penalty 3584.947051 = -7197015.007716
  nChanged 31
		SP:Iteration 59Q (1969.240000 sec): 3 clusters
  Score: Raw -7200606.301259 + Penalty 3584.947051 = -7197021.354208
  nChanged 24
		SP:Iteration 60F (1969.400000 sec): 3 clusters
  Score: Raw -7200772.468808 + Penalty 3584.947051 = -7197187.521757
  nChanged 189
		SP:Iteration 61Q (1969.540000 sec): 3 clusters
  Score: Raw -7200848.072892 + Penalty 3584.947051 = -7197263.125841
  nChanged 195
		SP:Iteration 62Q (1969.680000 sec): 3 clusters
  Score: Raw -7200886.002939 + Penalty 3584.947051 = -7197301.055888
  nChanged 168
		SP:Iteration 63Q (1969.810000 sec): 3 clusters
  Score: Raw -7200909.516017 + Penalty 3584.947051 = -7197324.568966
  nChanged 126
		SP:Iteration 64Q (1969.950000 sec): 3 clusters
  Score: Raw -7200922.716078 + Penalty 3584.947051 = -7197337.769027
  nChanged 92
		SP:Iteration 65Q (1970.090000 sec): 3 clusters
  Score: Raw -7200929.221375 + Penalty 3584.947051 = -7197344.274324
  nChanged 63
		SP:Iteration 66Q (1970.230000 sec): 3 clusters
  Score: Raw -7200932.199254 + Penalty 3584.947051 = -7197347.252204
  nChanged 35
		SP:Iteration 67Q (1970.360000 sec): 3 clusters
  Score: Raw -7200933.367707 + Penalty 3584.947051 = -7197348.420656
  nChanged 25
		SP:Iteration 68Q (1970.500000 sec): 3 clusters
  Score: Raw -7200934.271257 + Penalty 3584.947051 = -7197349.324207
  nChanged 20
		SP:Iteration 69Q (1970.640000 sec): 3 clusters
  Score: Raw -7200934.722877 + Penalty 3584.947051 = -7197349.775826
  nChanged 12
		SP:Iteration 70Q (1970.780000 sec): 3 clusters
  Score: Raw -7200935.017510 + Penalty 3584.947051 = -7197350.070459
  nChanged 11
		SP:Iteration 71Q (1970.910000 sec): 3 clusters
  Score: Raw -7200935.369413 + Penalty 3584.947051 = -7197350.422363
  nChanged 12
		SP:Iteration 72Q (1971.050000 sec): 3 clusters
  Score: Raw -7200935.685725 + Penalty 3584.947051 = -7197350.738674
  nChanged 9
		SP:Iteration 73Q (1971.190000 sec): 3 clusters
  Score: Raw -7200935.877150 + Penalty 3584.947051 = -7197350.930099
  nChanged 9
		SP:Iteration 74Q (1971.320000 sec): 3 clusters
  Score: Raw -7200936.094377 + Penalty 3584.947051 = -7197351.147327
  nChanged 12
		SP:Iteration 75Q (1971.460000 sec): 3 clusters
  Score: Raw -7200936.415566 + Penalty 3584.947051 = -7197351.468515
  nChanged 6
		SP:Iteration 76Q (1971.600000 sec): 3 clusters
  Score: Raw -7200936.485243 + Penalty 3584.947051 = -7197351.538193
  nChanged 4
		SP:Iteration 77Q (1971.740000 sec): 3 clusters
  Score: Raw -7200936.562773 + Penalty 3584.947051 = -7197351.615722
  nChanged 4
		SP:Iteration 78Q (1971.880000 sec): 3 clusters
  Score: Raw -7200936.659911 + Penalty 3584.947051 = -7197351.712860
  nChanged 2
		SP:Iteration 79Q (1972.020000 sec): 3 clusters
  Score: Raw -7200936.678730 + Penalty 3584.947051 = -7197351.731680
  nChanged 0
		SP:Iteration 80F (1972.180000 sec): 3 clusters
  Score: Raw -7200936.678730 + Penalty 3584.947051 = -7197351.731680
  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 14.07 GB.

 Trying to split cluster 16 (13704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1972.260000 sec): 2 clusters
  Score: Raw -1490730.002808 + Penalty 1547.884494 = -1489182.118314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1972.290000 sec): 3 clusters
  Score: Raw -1482718.756159 + Penalty 3095.768988 = -1479622.987171
  nChanged 6104
		SP:Iteration 1F (1972.320000 sec): 3 clusters
  Score: Raw -1486754.785011 + Penalty 3095.768988 = -1483659.016023
  nChanged 1246
		SP:Iteration 2F (1972.360000 sec): 3 clusters
  Score: Raw -1487921.636438 + Penalty 3095.768988 = -1484825.867450
  nChanged 1227
		SP:Iteration 3F (1972.400000 sec): 3 clusters
  Score: Raw -1489231.880003 + Penalty 3095.768988 = -1486136.111015
  nChanged 1124
		SP:Iteration 4F (1972.430000 sec): 3 clusters
  Score: Raw -1490460.137158 + Penalty 3095.768988 = -1487364.368170
  nChanged 947
		SP:Iteration 5F (1972.460000 sec): 3 clusters
  Score: Raw -1491552.483943 + Penalty 3095.768988 = -1488456.714955
  nChanged 867
		SP:Iteration 6F (1972.500000 sec): 3 clusters
  Score: Raw -1492731.809415 + Penalty 3095.768988 = -1489636.040427
  nChanged 739
		SP:Iteration 7F (1972.530000 sec): 3 clusters
  Score: Raw -1493866.275108 + Penalty 3095.768988 = -1490770.506120
  nChanged 620
		SP:Iteration 8Q (1972.560000 sec): 3 clusters
  Score: Raw -1495010.056917 + Penalty 3095.768988 = -1491914.287929
  nChanged 483
		SP:Iteration 9Q (1972.590000 sec): 3 clusters
  Score: Raw -1495818.525111 + Penalty 3095.768988 = -1492722.756123
  nChanged 283
		SP:Iteration 10Q (1972.620000 sec): 3 clusters
  Score: Raw -1496044.504340 + Penalty 3095.768988 = -1492948.735352
  nChanged 124
		SP:Iteration 11Q (1972.640000 sec): 3 clusters
  Score: Raw -1496094.559851 + Penalty 3095.768988 = -1492998.790863
  nChanged 66
		SP:Iteration 12Q (1972.670000 sec): 3 clusters
  Score: Raw -1496110.314596 + Penalty 3095.768988 = -1493014.545608
  nChanged 27
		SP:Iteration 13Q (1972.700000 sec): 3 clusters
  Score: Raw -1496115.863728 + Penalty 3095.768988 = -1493020.094740
  nChanged 26
		SP:Iteration 14Q (1972.720000 sec): 3 clusters
  Score: Raw -1496120.553660 + Penalty 3095.768988 = -1493024.784672
  nChanged 16
		SP:Iteration 15Q (1972.750000 sec): 3 clusters
  Score: Raw -1496123.203543 + Penalty 3095.768988 = -1493027.434555
  nChanged 9
		SP:Iteration 16Q (1972.780000 sec): 3 clusters
  Score: Raw -1496123.981137 + Penalty 3095.768988 = -1493028.212149
  nChanged 1
		SP:Iteration 17Q (1972.800000 sec): 3 clusters
  Score: Raw -1496124.067146 + Penalty 3095.768988 = -1493028.298158
  nChanged 0
		SP:Iteration 18F (1972.840000 sec): 3 clusters
  Score: Raw -1496124.067146 + Penalty 3095.768988 = -1493028.298158
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (1758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1972.860000 sec): 2 clusters
  Score: Raw -191649.703480 + Penalty 1214.188963 = -190435.514518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1972.870000 sec): 3 clusters
  Score: Raw -191226.623006 + Penalty 2428.377925 = -188798.245080
  nChanged 647
		SP:Iteration 1F (1972.870000 sec): 3 clusters
  Score: Raw -193933.521733 + Penalty 2428.377925 = -191505.143808
  nChanged 405
		SP:Iteration 2F (1972.880000 sec): 3 clusters
  Score: Raw -196837.272117 + Penalty 2428.377925 = -194408.894192
  nChanged 78
		SP:Iteration 3Q (1972.880000 sec): 3 clusters
  Score: Raw -197154.984232 + Penalty 2428.377925 = -194726.606307
  nChanged 11
		SP:Iteration 4Q (1972.880000 sec): 3 clusters
  Score: Raw -197198.787230 + Penalty 2428.377925 = -194770.409305
  nChanged 4
		SP:Iteration 5Q (1972.880000 sec): 3 clusters
  Score: Raw -197211.298030 + Penalty 2428.377925 = -194782.920105
  nChanged 2
		SP:Iteration 6Q (1972.890000 sec): 3 clusters
  Score: Raw -197213.612132 + Penalty 2428.377925 = -194785.234206
  nChanged 0
		SP:Iteration 7F (1972.890000 sec): 3 clusters
  Score: Raw -197213.612132 + Penalty 2428.377925 = -194785.234206
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (20025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1972.960000 sec): 2 clusters
  Score: Raw -2276496.746287 + Penalty 1609.519725 = -2274887.226562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1973.020000 sec): 3 clusters
  Score: Raw -2264505.408779 + Penalty 3219.039451 = -2261286.369328
  nChanged 9088
		SP:Iteration 1F (1973.070000 sec): 3 clusters
  Score: Raw -2269772.199503 + Penalty 3219.039451 = -2266553.160052
  nChanged 1223
		SP:Iteration 2F (1973.120000 sec): 3 clusters
  Score: Raw -2270504.019248 + Penalty 3219.039451 = -2267284.979798
  nChanged 1289
		SP:Iteration 3F (1973.170000 sec): 3 clusters
  Score: Raw -2271308.274524 + Penalty 3219.039451 = -2268089.235073
  nChanged 1317
		SP:Iteration 4F (1973.220000 sec): 3 clusters
  Score: Raw -2272082.975313 + Penalty 3219.039451 = -2268863.935863
  nChanged 1304
		SP:Iteration 5F (1973.280000 sec): 3 clusters
  Score: Raw -2272817.099676 + Penalty 3219.039451 = -2269598.060225
  nChanged 1204
		SP:Iteration 6F (1973.330000 sec): 3 clusters
  Score: Raw -2273460.222401 + Penalty 3219.039451 = -2270241.182950
  nChanged 980
		SP:Iteration 7Q (1973.380000 sec): 3 clusters
  Score: Raw -2273981.412146 + Penalty 3219.039451 = -2270762.372695
  nChanged 808
		SP:Iteration 8Q (1973.430000 sec): 3 clusters
  Score: Raw -2274392.736775 + Penalty 3219.039451 = -2271173.697324
  nChanged 667
		SP:Iteration 9Q (1973.480000 sec): 3 clusters
  Score: Raw -2274729.281061 + Penalty 3219.039451 = -2271510.241610
  nChanged 573
		SP:Iteration 10Q (1973.530000 sec): 3 clusters
  Score: Raw -2274985.478745 + Penalty 3219.039451 = -2271766.439294
  nChanged 513
		SP:Iteration 11Q (1973.580000 sec): 3 clusters
  Score: Raw -2275214.604823 + Penalty 3219.039451 = -2271995.565373
  nChanged 472
		SP:Iteration 12Q (1973.640000 sec): 3 clusters
  Score: Raw -2275413.641279 + Penalty 3219.039451 = -2272194.601828
  nChanged 429
		SP:Iteration 13Q (1973.690000 sec): 3 clusters
  Score: Raw -2275608.162994 + Penalty 3219.039451 = -2272389.123543
  nChanged 425
		SP:Iteration 14Q (1973.740000 sec): 3 clusters
  Score: Raw -2275789.991953 + Penalty 3219.039451 = -2272570.952502
  nChanged 363
		SP:Iteration 15Q (1973.790000 sec): 3 clusters
  Score: Raw -2275948.070852 + Penalty 3219.039451 = -2272729.031401
  nChanged 355
		SP:Iteration 16Q (1973.840000 sec): 3 clusters
  Score: Raw -2276102.677672 + Penalty 3219.039451 = -2272883.638221
  nChanged 320
		SP:Iteration 17Q (1973.900000 sec): 3 clusters
  Score: Raw -2276243.464815 + Penalty 3219.039451 = -2273024.425364
  nChanged 298
		SP:Iteration 18Q (1973.940000 sec): 3 clusters
  Score: Raw -2276378.863094 + Penalty 3219.039451 = -2273159.823643
  nChanged 271
		SP:Iteration 19Q (1974.000000 sec): 3 clusters
  Score: Raw -2276491.658109 + Penalty 3219.039451 = -2273272.618659
  nChanged 182
		SP:Iteration 20F (1974.050000 sec): 3 clusters
  Score: Raw -2276570.547238 + Penalty 3219.039451 = -2273351.507787
  nChanged 158
		SP:Iteration 21Q (1974.100000 sec): 3 clusters
  Score: Raw -2276630.983532 + Penalty 3219.039451 = -2273411.944081
  nChanged 121
		SP:Iteration 22Q (1974.150000 sec): 3 clusters
  Score: Raw -2276673.408062 + Penalty 3219.039451 = -2273454.368611
  nChanged 112
		SP:Iteration 23Q (1974.210000 sec): 3 clusters
  Score: Raw -2276717.445194 + Penalty 3219.039451 = -2273498.405743
  nChanged 96
		SP:Iteration 24Q (1974.250000 sec): 3 clusters
  Score: Raw -2276753.861584 + Penalty 3219.039451 = -2273534.822133
  nChanged 93
		SP:Iteration 25Q (1974.310000 sec): 3 clusters
  Score: Raw -2276789.882550 + Penalty 3219.039451 = -2273570.843099
  nChanged 80
		SP:Iteration 26Q (1974.350000 sec): 3 clusters
  Score: Raw -2276816.952923 + Penalty 3219.039451 = -2273597.913472
  nChanged 64
		SP:Iteration 27Q (1974.400000 sec): 3 clusters
  Score: Raw -2276838.307984 + Penalty 3219.039451 = -2273619.268533
  nChanged 62
		SP:Iteration 28Q (1974.450000 sec): 3 clusters
  Score: Raw -2276859.035929 + Penalty 3219.039451 = -2273639.996478
  nChanged 48
		SP:Iteration 29Q (1974.500000 sec): 3 clusters
  Score: Raw -2276874.580199 + Penalty 3219.039451 = -2273655.540748
  nChanged 39
		SP:Iteration 30Q (1974.550000 sec): 3 clusters
  Score: Raw -2276886.228844 + Penalty 3219.039451 = -2273667.189393
  nChanged 28
		SP:Iteration 31Q (1974.590000 sec): 3 clusters
  Score: Raw -2276893.639467 + Penalty 3219.039451 = -2273674.600017
  nChanged 22
		SP:Iteration 32Q (1974.640000 sec): 3 clusters
  Score: Raw -2276899.771119 + Penalty 3219.039451 = -2273680.731668
  nChanged 20
		SP:Iteration 33Q (1974.690000 sec): 3 clusters
  Score: Raw -2276906.621578 + Penalty 3219.039451 = -2273687.582127
  nChanged 10
		SP:Iteration 34Q (1974.740000 sec): 3 clusters
  Score: Raw -2276908.772668 + Penalty 3219.039451 = -2273689.733217
  nChanged 8
		SP:Iteration 35Q (1974.790000 sec): 3 clusters
  Score: Raw -2276910.235955 + Penalty 3219.039451 = -2273691.196504
  nChanged 10
		SP:Iteration 36Q (1974.830000 sec): 3 clusters
  Score: Raw -2276912.820899 + Penalty 3219.039451 = -2273693.781448
  nChanged 7
		SP:Iteration 37Q (1974.880000 sec): 3 clusters
  Score: Raw -2276914.304075 + Penalty 3219.039451 = -2273695.264624
  nChanged 8
		SP:Iteration 38Q (1974.930000 sec): 3 clusters
  Score: Raw -2276915.462871 + Penalty 3219.039451 = -2273696.423421
  nChanged 2
		SP:Iteration 39Q (1974.970000 sec): 3 clusters
  Score: Raw -2276915.606273 + Penalty 3219.039451 = -2273696.566822
  nChanged 1
		SP:Iteration 40F (1975.030000 sec): 3 clusters
  Score: Raw -2276915.732545 + Penalty 3219.039451 = -2273696.693094
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (7446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1975.050000 sec): 2 clusters
  Score: Raw -777042.533134 + Penalty 1448.757741 = -775593.775392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1975.070000 sec): 3 clusters
  Score: Raw -772993.742898 + Penalty 2897.515483 = -770096.227415
  nChanged 3146
		SP:Iteration 1F (1975.090000 sec): 3 clusters
  Score: Raw -775085.816218 + Penalty 2897.515483 = -772188.300736
  nChanged 701
		SP:Iteration 2F (1975.110000 sec): 3 clusters
  Score: Raw -775717.712344 + Penalty 2897.515483 = -772820.196861
  nChanged 660
		SP:Iteration 3F (1975.130000 sec): 3 clusters
  Score: Raw -776279.265738 + Penalty 2897.515483 = -773381.750256
  nChanged 501
		SP:Iteration 4F (1975.150000 sec): 3 clusters
  Score: Raw -776689.243979 + Penalty 2897.515483 = -773791.728496
  nChanged 433
		SP:Iteration 5F (1975.170000 sec): 3 clusters
  Score: Raw -776981.044557 + Penalty 2897.515483 = -774083.529074
  nChanged 343
		SP:Iteration 6Q (1975.190000 sec): 3 clusters
  Score: Raw -777233.666619 + Penalty 2897.515483 = -774336.151136
  nChanged 266
		SP:Iteration 7Q (1975.200000 sec): 3 clusters
  Score: Raw -777407.275060 + Penalty 2897.515483 = -774509.759578
  nChanged 205
		SP:Iteration 8Q (1975.220000 sec): 3 clusters
  Score: Raw -777531.593285 + Penalty 2897.515483 = -774634.077803
  nChanged 159
		SP:Iteration 9Q (1975.240000 sec): 3 clusters
  Score: Raw -777623.867383 + Penalty 2897.515483 = -774726.351901
  nChanged 137
		SP:Iteration 10Q (1975.260000 sec): 3 clusters
  Score: Raw -777697.898306 + Penalty 2897.515483 = -774800.382824
  nChanged 104
		SP:Iteration 11Q (1975.270000 sec): 3 clusters
  Score: Raw -777736.179342 + Penalty 2897.515483 = -774838.663859
  nChanged 77
		SP:Iteration 12Q (1975.290000 sec): 3 clusters
  Score: Raw -777766.719532 + Penalty 2897.515483 = -774869.204049
  nChanged 72
		SP:Iteration 13Q (1975.310000 sec): 3 clusters
  Score: Raw -777792.296755 + Penalty 2897.515483 = -774894.781273
  nChanged 50
		SP:Iteration 14Q (1975.330000 sec): 3 clusters
  Score: Raw -777809.269033 + Penalty 2897.515483 = -774911.753551
  nChanged 42
		SP:Iteration 15Q (1975.350000 sec): 3 clusters
  Score: Raw -777823.508989 + Penalty 2897.515483 = -774925.993506
  nChanged 31
		SP:Iteration 16Q (1975.370000 sec): 3 clusters
  Score: Raw -777833.532152 + Penalty 2897.515483 = -774936.016669
  nChanged 27
		SP:Iteration 17Q (1975.380000 sec): 3 clusters
  Score: Raw -777841.780112 + Penalty 2897.515483 = -774944.264630
  nChanged 22
		SP:Iteration 18Q (1975.390000 sec): 3 clusters
  Score: Raw -777849.416687 + Penalty 2897.515483 = -774951.901204
  nChanged 13
		SP:Iteration 19Q (1975.410000 sec): 3 clusters
  Score: Raw -777854.359379 + Penalty 2897.515483 = -774956.843896
  nChanged 15
		SP:Iteration 20F (1975.430000 sec): 3 clusters
  Score: Raw -777859.255088 + Penalty 2897.515483 = -774961.739605
  nChanged 11
		SP:Iteration 21Q (1975.450000 sec): 3 clusters
  Score: Raw -777862.819355 + Penalty 2897.515483 = -774965.303873
  nChanged 17
		SP:Iteration 22Q (1975.470000 sec): 3 clusters
  Score: Raw -777866.272385 + Penalty 2897.515483 = -774968.756902
  nChanged 9
		SP:Iteration 23Q (1975.490000 sec): 3 clusters
  Score: Raw -777867.777821 + Penalty 2897.515483 = -774970.262338
  nChanged 4
		SP:Iteration 24Q (1975.500000 sec): 3 clusters
  Score: Raw -777868.529643 + Penalty 2897.515483 = -774971.014161
  nChanged 7
		SP:Iteration 25Q (1975.520000 sec): 3 clusters
  Score: Raw -777870.204320 + Penalty 2897.515483 = -774972.688838
  nChanged 12
		SP:Iteration 26Q (1975.540000 sec): 3 clusters
  Score: Raw -777873.154263 + Penalty 2897.515483 = -774975.638780
  nChanged 11
		SP:Iteration 27Q (1975.550000 sec): 3 clusters
  Score: Raw -777878.435532 + Penalty 2897.515483 = -774980.920049
  nChanged 18
		SP:Iteration 28Q (1975.570000 sec): 3 clusters
  Score: Raw -777887.187409 + Penalty 2897.515483 = -774989.671926
  nChanged 17
		SP:Iteration 29Q (1975.590000 sec): 3 clusters
  Score: Raw -777893.191941 + Penalty 2897.515483 = -774995.676459
  nChanged 13
		SP:Iteration 30Q (1975.610000 sec): 3 clusters
  Score: Raw -777896.780052 + Penalty 2897.515483 = -774999.264569
  nChanged 9
		SP:Iteration 31Q (1975.620000 sec): 3 clusters
  Score: Raw -777901.290796 + Penalty 2897.515483 = -775003.775313
  nChanged 8
		SP:Iteration 32Q (1975.640000 sec): 3 clusters
  Score: Raw -777905.842334 + Penalty 2897.515483 = -775008.326851
  nChanged 13
		SP:Iteration 33Q (1975.660000 sec): 3 clusters
  Score: Raw -777910.664026 + Penalty 2897.515483 = -775013.148543
  nChanged 11
		SP:Iteration 34Q (1975.670000 sec): 3 clusters
  Score: Raw -777917.115198 + Penalty 2897.515483 = -775019.599715
  nChanged 15
		SP:Iteration 35Q (1975.690000 sec): 3 clusters
  Score: Raw -777924.404026 + Penalty 2897.515483 = -775026.888544
  nChanged 18
		SP:Iteration 36Q (1975.710000 sec): 3 clusters
  Score: Raw -777931.799740 + Penalty 2897.515483 = -775034.284257
  nChanged 22
		SP:Iteration 37Q (1975.730000 sec): 3 clusters
  Score: Raw -777945.523203 + Penalty 2897.515483 = -775048.007720
  nChanged 31
		SP:Iteration 38Q (1975.740000 sec): 3 clusters
  Score: Raw -777969.328768 + Penalty 2897.515483 = -775071.813286
  nChanged 46
		SP:Iteration 39Q (1975.760000 sec): 3 clusters
  Score: Raw -778000.304834 + Penalty 2897.515483 = -775102.789351
  nChanged 47
		SP:Iteration 40F (1975.780000 sec): 3 clusters
  Score: Raw -778028.899907 + Penalty 2897.515483 = -775131.384424
  nChanged 38
		SP:Iteration 41Q (1975.790000 sec): 3 clusters
  Score: Raw -778049.822827 + Penalty 2897.515483 = -775152.307344
  nChanged 31
		SP:Iteration 42Q (1975.810000 sec): 3 clusters
  Score: Raw -778063.037747 + Penalty 2897.515483 = -775165.522265
  nChanged 25
		SP:Iteration 43Q (1975.830000 sec): 3 clusters
  Score: Raw -778075.159589 + Penalty 2897.515483 = -775177.644106
  nChanged 36
		SP:Iteration 44Q (1975.850000 sec): 3 clusters
  Score: Raw -778093.384886 + Penalty 2897.515483 = -775195.869403
  nChanged 33
		SP:Iteration 45Q (1975.860000 sec): 3 clusters
  Score: Raw -778114.004374 + Penalty 2897.515483 = -775216.488891
  nChanged 31
		SP:Iteration 46Q (1975.880000 sec): 3 clusters
  Score: Raw -778130.242445 + Penalty 2897.515483 = -775232.726963
  nChanged 28
		SP:Iteration 47Q (1975.890000 sec): 3 clusters
  Score: Raw -778148.295005 + Penalty 2897.515483 = -775250.779522
  nChanged 29
		SP:Iteration 48Q (1975.910000 sec): 3 clusters
  Score: Raw -778163.308894 + Penalty 2897.515483 = -775265.793412
  nChanged 29
		SP:Iteration 49Q (1975.930000 sec): 3 clusters
  Score: Raw -778175.354455 + Penalty 2897.515483 = -775277.838972
  nChanged 20
		SP:Iteration 50Q (1975.940000 sec): 3 clusters
  Score: Raw -778183.176737 + Penalty 2897.515483 = -775285.661254
  nChanged 24
		SP:Iteration 51Q (1975.960000 sec): 3 clusters
  Score: Raw -778192.309087 + Penalty 2897.515483 = -775294.793605
  nChanged 25
		SP:Iteration 52Q (1975.980000 sec): 3 clusters
  Score: Raw -778203.486760 + Penalty 2897.515483 = -775305.971277
  nChanged 20
		SP:Iteration 53Q (1975.990000 sec): 3 clusters
  Score: Raw -778211.482523 + Penalty 2897.515483 = -775313.967040
  nChanged 20
		SP:Iteration 54Q (1976.010000 sec): 3 clusters
  Score: Raw -778221.858896 + Penalty 2897.515483 = -775324.343413
  nChanged 26
		SP:Iteration 55Q (1976.030000 sec): 3 clusters
  Score: Raw -778232.023366 + Penalty 2897.515483 = -775334.507883
  nChanged 23
		SP:Iteration 56Q (1976.040000 sec): 3 clusters
  Score: Raw -778241.691779 + Penalty 2897.515483 = -775344.176296
  nChanged 21
		SP:Iteration 57Q (1976.060000 sec): 3 clusters
  Score: Raw -778248.614197 + Penalty 2897.515483 = -775351.098714
  nChanged 18
		SP:Iteration 58Q (1976.070000 sec): 3 clusters
  Score: Raw -778254.713485 + Penalty 2897.515483 = -775357.198003
  nChanged 19
		SP:Iteration 59Q (1976.090000 sec): 3 clusters
  Score: Raw -778261.000129 + Penalty 2897.515483 = -775363.484646
  nChanged 14
		SP:Iteration 60F (1976.110000 sec): 3 clusters
  Score: Raw -778265.487567 + Penalty 2897.515483 = -775367.972084
  nChanged 19
		SP:Iteration 61Q (1976.130000 sec): 3 clusters
  Score: Raw -778273.429892 + Penalty 2897.515483 = -775375.914409
  nChanged 21
		SP:Iteration 62Q (1976.140000 sec): 3 clusters
  Score: Raw -778284.751771 + Penalty 2897.515483 = -775387.236289
  nChanged 38
		SP:Iteration 63Q (1976.160000 sec): 3 clusters
  Score: Raw -778308.064736 + Penalty 2897.515483 = -775410.549254
  nChanged 41
		SP:Iteration 64Q (1976.180000 sec): 3 clusters
  Score: Raw -778337.343148 + Penalty 2897.515483 = -775439.827665
  nChanged 58
		SP:Iteration 65Q (1976.190000 sec): 3 clusters
  Score: Raw -778382.459880 + Penalty 2897.515483 = -775484.944397
  nChanged 63
		SP:Iteration 66Q (1976.210000 sec): 3 clusters
  Score: Raw -778440.106428 + Penalty 2897.515483 = -775542.590945
  nChanged 54
		SP:Iteration 67Q (1976.230000 sec): 3 clusters
  Score: Raw -778493.495829 + Penalty 2897.515483 = -775595.980346
  nChanged 69
		SP:Iteration 68Q (1976.240000 sec): 3 clusters
  Score: Raw -778542.025540 + Penalty 2897.515483 = -775644.510058
  nChanged 68
		SP:Iteration 69Q (1976.260000 sec): 3 clusters
  Score: Raw -778579.966359 + Penalty 2897.515483 = -775682.450876
  nChanged 51
		SP:Iteration 70Q (1976.270000 sec): 3 clusters
  Score: Raw -778608.863892 + Penalty 2897.515483 = -775711.348410
  nChanged 56
		SP:Iteration 71Q (1976.290000 sec): 3 clusters
  Score: Raw -778640.664187 + Penalty 2897.515483 = -775743.148704
  nChanged 55
		SP:Iteration 72Q (1976.310000 sec): 3 clusters
  Score: Raw -778672.285364 + Penalty 2897.515483 = -775774.769882
  nChanged 54
		SP:Iteration 73Q (1976.320000 sec): 3 clusters
  Score: Raw -778705.117289 + Penalty 2897.515483 = -775807.601807
  nChanged 65
		SP:Iteration 74Q (1976.340000 sec): 3 clusters
  Score: Raw -778744.731834 + Penalty 2897.515483 = -775847.216351
  nChanged 60
		SP:Iteration 75Q (1976.350000 sec): 3 clusters
  Score: Raw -778776.627138 + Penalty 2897.515483 = -775879.111656
  nChanged 53
		SP:Iteration 76Q (1976.370000 sec): 3 clusters
  Score: Raw -778808.957176 + Penalty 2897.515483 = -775911.441693
  nChanged 51
		SP:Iteration 77Q (1976.380000 sec): 3 clusters
  Score: Raw -778848.261493 + Penalty 2897.515483 = -775950.746010
  nChanged 46
		SP:Iteration 78Q (1976.400000 sec): 3 clusters
  Score: Raw -778889.431013 + Penalty 2897.515483 = -775991.915530
  nChanged 45
		SP:Iteration 79Q (1976.410000 sec): 3 clusters
  Score: Raw -778930.027226 + Penalty 2897.515483 = -776032.511743
  nChanged 46
		SP:Iteration 80F (1976.430000 sec): 3 clusters
  Score: Raw -778953.578562 + Penalty 2897.515483 = -776056.063079
  nChanged 39
		SP:Iteration 81Q (1976.450000 sec): 3 clusters
  Score: Raw -778970.190437 + Penalty 2897.515483 = -776072.674954
  nChanged 33
		SP:Iteration 82Q (1976.470000 sec): 3 clusters
  Score: Raw -778979.320048 + Penalty 2897.515483 = -776081.804565
  nChanged 19
		SP:Iteration 83Q (1976.480000 sec): 3 clusters
  Score: Raw -778984.890123 + Penalty 2897.515483 = -776087.374641
  nChanged 20
		SP:Iteration 84Q (1976.500000 sec): 3 clusters
  Score: Raw -778988.918678 + Penalty 2897.515483 = -776091.403195
  nChanged 10
		SP:Iteration 85Q (1976.510000 sec): 3 clusters
  Score: Raw -778991.002110 + Penalty 2897.515483 = -776093.486628
  nChanged 6
		SP:Iteration 86Q (1976.530000 sec): 3 clusters
  Score: Raw -778992.360532 + Penalty 2897.515483 = -776094.845049
  nChanged 7
		SP:Iteration 87Q (1976.550000 sec): 3 clusters
  Score: Raw -778994.060673 + Penalty 2897.515483 = -776096.545190
  nChanged 8
		SP:Iteration 88Q (1976.560000 sec): 3 clusters
  Score: Raw -778995.806726 + Penalty 2897.515483 = -776098.291244
  nChanged 3
		SP:Iteration 89Q (1976.580000 sec): 3 clusters
  Score: Raw -778996.389974 + Penalty 2897.515483 = -776098.874491
  nChanged 5
		SP:Iteration 90Q (1976.590000 sec): 3 clusters
  Score: Raw -778997.679490 + Penalty 2897.515483 = -776100.164007
  nChanged 4
		SP:Iteration 91Q (1976.610000 sec): 3 clusters
  Score: Raw -779001.828853 + Penalty 2897.515483 = -776104.313370
  nChanged 6
		SP:Iteration 92Q (1976.630000 sec): 3 clusters
  Score: Raw -779005.052031 + Penalty 2897.515483 = -776107.536548
  nChanged 10
		SP:Iteration 93Q (1976.640000 sec): 3 clusters
  Score: Raw -779011.461355 + Penalty 2897.515483 = -776113.945873
  nChanged 10
		SP:Iteration 94Q (1976.660000 sec): 3 clusters
  Score: Raw -779015.420796 + Penalty 2897.515483 = -776117.905313
  nChanged 9
		SP:Iteration 95Q (1976.670000 sec): 3 clusters
  Score: Raw -779017.698849 + Penalty 2897.515483 = -776120.183366
  nChanged 11
		SP:Iteration 96Q (1976.690000 sec): 3 clusters
  Score: Raw -779020.888317 + Penalty 2897.515483 = -776123.372835
  nChanged 11
		SP:Iteration 97Q (1976.710000 sec): 3 clusters
  Score: Raw -779023.634799 + Penalty 2897.515483 = -776126.119317
  nChanged 6
		SP:Iteration 98Q (1976.720000 sec): 3 clusters
  Score: Raw -779024.806827 + Penalty 2897.515483 = -776127.291345
  nChanged 3
		SP:Iteration 99Q (1976.740000 sec): 3 clusters
  Score: Raw -779025.267469 + Penalty 2897.515483 = -776127.751987
  nChanged 4
		SP:Iteration 100F (1976.760000 sec): 3 clusters
  Score: Raw -779025.609391 + Penalty 2897.515483 = -776128.093908
  nChanged 2
		SP:Iteration 101Q (1976.770000 sec): 3 clusters
  Score: Raw -779025.768421 + Penalty 2897.515483 = -776128.252938
  nChanged 2
		SP:Iteration 102Q (1976.790000 sec): 3 clusters
  Score: Raw -779026.049056 + Penalty 2897.515483 = -776128.533573
  nChanged 1
		SP:Iteration 103Q (1976.810000 sec): 3 clusters
  Score: Raw -779026.187047 + Penalty 2897.515483 = -776128.671564
  nChanged 1
		SP:Iteration 104Q (1976.820000 sec): 3 clusters
  Score: Raw -779026.383066 + Penalty 2897.515483 = -776128.867583
  nChanged 2
		SP:Iteration 105Q (1976.840000 sec): 3 clusters
  Score: Raw -779026.677003 + Penalty 2897.515483 = -776129.161520
  nChanged 0
		SP:Iteration 106F (1976.860000 sec): 3 clusters
  Score: Raw -779026.677003 + Penalty 2897.515483 = -776129.161520
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (28114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1976.950000 sec): 2 clusters
  Score: Raw -3247135.582911 + Penalty 1664.653730 = -3245470.929182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1977.020000 sec): 3 clusters
  Score: Raw -3229882.002575 + Penalty 3329.307459 = -3226552.695115
  nChanged 12975
		SP:Iteration 1F (1977.100000 sec): 3 clusters
  Score: Raw -3237276.147003 + Penalty 3329.307459 = -3233946.839544
  nChanged 1664
		SP:Iteration 2F (1977.170000 sec): 3 clusters
  Score: Raw -3238103.868886 + Penalty 3329.307459 = -3234774.561426
  nChanged 1832
		SP:Iteration 3F (1977.240000 sec): 3 clusters
  Score: Raw -3239221.441457 + Penalty 3329.307459 = -3235892.133997
  nChanged 2032
		SP:Iteration 4F (1977.320000 sec): 3 clusters
  Score: Raw -3240671.539131 + Penalty 3329.307459 = -3237342.231671
  nChanged 2099
		SP:Iteration 5F (1977.390000 sec): 3 clusters
  Score: Raw -3242141.656916 + Penalty 3329.307459 = -3238812.349457
  nChanged 1901
		SP:Iteration 6F (1977.470000 sec): 3 clusters
  Score: Raw -3243355.514224 + Penalty 3329.307459 = -3240026.206765
  nChanged 1600
		SP:Iteration 7F (1977.540000 sec): 3 clusters
  Score: Raw -3244296.380170 + Penalty 3329.307459 = -3240967.072711
  nChanged 1214
		SP:Iteration 8Q (1977.610000 sec): 3 clusters
  Score: Raw -3244989.650454 + Penalty 3329.307459 = -3241660.342994
  nChanged 1066
		SP:Iteration 9Q (1977.690000 sec): 3 clusters
  Score: Raw -3245596.687132 + Penalty 3329.307459 = -3242267.379672
  nChanged 897
		SP:Iteration 10Q (1977.770000 sec): 3 clusters
  Score: Raw -3246088.187676 + Penalty 3329.307459 = -3242758.880217
  nChanged 757
		SP:Iteration 11Q (1977.840000 sec): 3 clusters
  Score: Raw -3246515.057428 + Penalty 3329.307459 = -3243185.749969
  nChanged 615
		SP:Iteration 12Q (1977.910000 sec): 3 clusters
  Score: Raw -3246850.273055 + Penalty 3329.307459 = -3243520.965595
  nChanged 470
		SP:Iteration 13Q (1977.990000 sec): 3 clusters
  Score: Raw -3247107.610350 + Penalty 3329.307459 = -3243778.302890
  nChanged 382
		SP:Iteration 14Q (1978.060000 sec): 3 clusters
  Score: Raw -3247316.929432 + Penalty 3329.307459 = -3243987.621973
  nChanged 263
		SP:Iteration 15Q (1978.130000 sec): 3 clusters
  Score: Raw -3247463.560721 + Penalty 3329.307459 = -3244134.253261
  nChanged 212
		SP:Iteration 16Q (1978.200000 sec): 3 clusters
  Score: Raw -3247579.702554 + Penalty 3329.307459 = -3244250.395095
  nChanged 143
		SP:Iteration 17Q (1978.270000 sec): 3 clusters
  Score: Raw -3247655.788455 + Penalty 3329.307459 = -3244326.480996
  nChanged 117
		SP:Iteration 18Q (1978.340000 sec): 3 clusters
  Score: Raw -3247723.971207 + Penalty 3329.307459 = -3244394.663748
  nChanged 114
		SP:Iteration 19Q (1978.410000 sec): 3 clusters
  Score: Raw -3247787.568043 + Penalty 3329.307459 = -3244458.260583
  nChanged 88
		SP:Iteration 20F (1978.480000 sec): 3 clusters
  Score: Raw -3247829.859428 + Penalty 3329.307459 = -3244500.551969
  nChanged 65
		SP:Iteration 21Q (1978.540000 sec): 3 clusters
  Score: Raw -3247858.585692 + Penalty 3329.307459 = -3244529.278233
  nChanged 53
		SP:Iteration 22Q (1978.600000 sec): 3 clusters
  Score: Raw -3247877.801784 + Penalty 3329.307459 = -3244548.494325
  nChanged 41
		SP:Iteration 23Q (1978.660000 sec): 3 clusters
  Score: Raw -3247897.264470 + Penalty 3329.307459 = -3244567.957010
  nChanged 34
		SP:Iteration 24Q (1978.720000 sec): 3 clusters
  Score: Raw -3247909.687231 + Penalty 3329.307459 = -3244580.379772
  nChanged 20
		SP:Iteration 25Q (1978.780000 sec): 3 clusters
  Score: Raw -3247917.158987 + Penalty 3329.307459 = -3244587.851527
  nChanged 15
		SP:Iteration 26Q (1978.840000 sec): 3 clusters
  Score: Raw -3247921.526662 + Penalty 3329.307459 = -3244592.219203
  nChanged 7
		SP:Iteration 27Q (1978.900000 sec): 3 clusters
  Score: Raw -3247923.623585 + Penalty 3329.307459 = -3244594.316125
  nChanged 11
		SP:Iteration 28Q (1978.950000 sec): 3 clusters
  Score: Raw -3247928.161752 + Penalty 3329.307459 = -3244598.854293
  nChanged 10
		SP:Iteration 29Q (1979.010000 sec): 3 clusters
  Score: Raw -3247930.769336 + Penalty 3329.307459 = -3244601.461877
  nChanged 10
		SP:Iteration 30Q (1979.070000 sec): 3 clusters
  Score: Raw -3247933.604595 + Penalty 3329.307459 = -3244604.297135
  nChanged 6
		SP:Iteration 31Q (1979.130000 sec): 3 clusters
  Score: Raw -3247934.877321 + Penalty 3329.307459 = -3244605.569861
  nChanged 9
		SP:Iteration 32Q (1979.190000 sec): 3 clusters
  Score: Raw -3247937.449041 + Penalty 3329.307459 = -3244608.141582
  nChanged 8
		SP:Iteration 33Q (1979.250000 sec): 3 clusters
  Score: Raw -3247939.613770 + Penalty 3329.307459 = -3244610.306311
  nChanged 5
		SP:Iteration 34Q (1979.300000 sec): 3 clusters
  Score: Raw -3247941.079941 + Penalty 3329.307459 = -3244611.772481
  nChanged 1
		SP:Iteration 35Q (1979.360000 sec): 3 clusters
  Score: Raw -3247941.253960 + Penalty 3329.307459 = -3244611.946501
  nChanged 2
		SP:Iteration 36Q (1979.410000 sec): 3 clusters
  Score: Raw -3247942.216371 + Penalty 3329.307459 = -3244612.908912
  nChanged 0
		SP:Iteration 37F (1979.490000 sec): 3 clusters
  Score: Raw -3247942.216371 + Penalty 3329.307459 = -3244612.908912
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (140548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1979.890000 sec): 2 clusters
  Score: Raw -16397186.164877 + Penalty 1926.161956 = -16395260.002921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1980.270000 sec): 3 clusters
  Score: Raw -16305072.312467 + Penalty 3852.323913 = -16301219.988555
  nChanged 67473
		SP:Iteration 1F (1980.650000 sec): 3 clusters
  Score: Raw -16345974.032554 + Penalty 3852.323913 = -16342121.708641
  nChanged 6068
		SP:Iteration 2Q (1981.030000 sec): 3 clusters
  Score: Raw -16348416.605183 + Penalty 3852.323913 = -16344564.281271
  nChanged 7692
		SP:Iteration 3F (1981.400000 sec): 3 clusters
  Score: Raw -16352485.428912 + Penalty 3852.323913 = -16348633.104999
  nChanged 9521
		SP:Iteration 4F (1981.780000 sec): 3 clusters
  Score: Raw -16359060.537371 + Penalty 3852.323913 = -16355208.213458
  nChanged 10611
		SP:Iteration 5F (1982.150000 sec): 3 clusters
  Score: Raw -16367623.536779 + Penalty 3852.323913 = -16363771.212866
  nChanged 9873
		SP:Iteration 6F (1982.530000 sec): 3 clusters
  Score: Raw -16376124.133956 + Penalty 3852.323913 = -16372271.810044
  nChanged 7816
		SP:Iteration 7F (1982.900000 sec): 3 clusters
  Score: Raw -16382676.304869 + Penalty 3852.323913 = -16378823.980956
  nChanged 5504
		SP:Iteration 8Q (1983.250000 sec): 3 clusters
  Score: Raw -16386932.066258 + Penalty 3852.323913 = -16383079.742345
  nChanged 3969
		SP:Iteration 9Q (1983.580000 sec): 3 clusters
  Score: Raw -16389801.922232 + Penalty 3852.323913 = -16385949.598319
  nChanged 3072
		SP:Iteration 10Q (1983.890000 sec): 3 clusters
  Score: Raw -16391909.500434 + Penalty 3852.323913 = -16388057.176521
  nChanged 2456
		SP:Iteration 11Q (1984.200000 sec): 3 clusters
  Score: Raw -16393596.656942 + Penalty 3852.323913 = -16389744.333029
  nChanged 1954
		SP:Iteration 12Q (1984.500000 sec): 3 clusters
  Score: Raw -16394958.043690 + Penalty 3852.323913 = -16391105.719777
  nChanged 1477
		SP:Iteration 13Q (1984.790000 sec): 3 clusters
  Score: Raw -16395961.355079 + Penalty 3852.323913 = -16392109.031167
  nChanged 1164
		SP:Iteration 14Q (1985.070000 sec): 3 clusters
  Score: Raw -16396719.132661 + Penalty 3852.323913 = -16392866.808749
  nChanged 813
		SP:Iteration 15Q (1985.350000 sec): 3 clusters
  Score: Raw -16397213.868926 + Penalty 3852.323913 = -16393361.545013
  nChanged 612
		SP:Iteration 16Q (1985.620000 sec): 3 clusters
  Score: Raw -16397558.163978 + Penalty 3852.323913 = -16393705.840065
  nChanged 436
		SP:Iteration 17Q (1985.900000 sec): 3 clusters
  Score: Raw -16397777.553356 + Penalty 3852.323913 = -16393925.229443
  nChanged 291
		SP:Iteration 18Q (1986.170000 sec): 3 clusters
  Score: Raw -16397908.306124 + Penalty 3852.323913 = -16394055.982211
  nChanged 174
		SP:Iteration 19Q (1986.430000 sec): 3 clusters
  Score: Raw -16397981.366096 + Penalty 3852.323913 = -16394129.042183
  nChanged 155
		SP:Iteration 20F (1986.800000 sec): 3 clusters
  Score: Raw -16398042.491411 + Penalty 3852.323913 = -16394190.167499
  nChanged 120
		SP:Iteration 21Q (1987.070000 sec): 3 clusters
  Score: Raw -16398091.870572 + Penalty 3852.323913 = -16394239.546660
  nChanged 92
		SP:Iteration 22Q (1987.330000 sec): 3 clusters
  Score: Raw -16398125.817962 + Penalty 3852.323913 = -16394273.494050
  nChanged 89
		SP:Iteration 23Q (1987.590000 sec): 3 clusters
  Score: Raw -16398152.471297 + Penalty 3852.323913 = -16394300.147385
  nChanged 66
		SP:Iteration 24Q (1987.860000 sec): 3 clusters
  Score: Raw -16398171.532817 + Penalty 3852.323913 = -16394319.208905
  nChanged 53
		SP:Iteration 25Q (1988.120000 sec): 3 clusters
  Score: Raw -16398187.088929 + Penalty 3852.323913 = -16394334.765017
  nChanged 34
		SP:Iteration 26Q (1988.380000 sec): 3 clusters
  Score: Raw -16398197.147709 + Penalty 3852.323913 = -16394344.823796
  nChanged 40
		SP:Iteration 27Q (1988.650000 sec): 3 clusters
  Score: Raw -16398209.096608 + Penalty 3852.323913 = -16394356.772695
  nChanged 34
		SP:Iteration 28Q (1988.910000 sec): 3 clusters
  Score: Raw -16398221.154050 + Penalty 3852.323913 = -16394368.830137
  nChanged 42
		SP:Iteration 29Q (1989.170000 sec): 3 clusters
  Score: Raw -16398234.776362 + Penalty 3852.323913 = -16394382.452449
  nChanged 36
		SP:Iteration 30Q (1989.430000 sec): 3 clusters
  Score: Raw -16398243.094036 + Penalty 3852.323913 = -16394390.770124
  nChanged 24
		SP:Iteration 31Q (1989.690000 sec): 3 clusters
  Score: Raw -16398249.603262 + Penalty 3852.323913 = -16394397.279350
  nChanged 30
		SP:Iteration 32Q (1989.950000 sec): 3 clusters
  Score: Raw -16398256.912597 + Penalty 3852.323913 = -16394404.588685
  nChanged 29
		SP:Iteration 33Q (1990.220000 sec): 3 clusters
  Score: Raw -16398266.816263 + Penalty 3852.323913 = -16394414.492351
  nChanged 34
		SP:Iteration 34Q (1990.480000 sec): 3 clusters
  Score: Raw -16398277.288668 + Penalty 3852.323913 = -16394424.964756
  nChanged 30
		SP:Iteration 35Q (1990.740000 sec): 3 clusters
  Score: Raw -16398288.049972 + Penalty 3852.323913 = -16394435.726059
  nChanged 34
		SP:Iteration 36Q (1990.990000 sec): 3 clusters
  Score: Raw -16398299.633772 + Penalty 3852.323913 = -16394447.309859
  nChanged 27
		SP:Iteration 37Q (1991.250000 sec): 3 clusters
  Score: Raw -16398308.857649 + Penalty 3852.323913 = -16394456.533737
  nChanged 19
		SP:Iteration 38Q (1991.510000 sec): 3 clusters
  Score: Raw -16398313.479313 + Penalty 3852.323913 = -16394461.155400
  nChanged 15
		SP:Iteration 39Q (1991.770000 sec): 3 clusters
  Score: Raw -16398317.341420 + Penalty 3852.323913 = -16394465.017508
  nChanged 8
		SP:Iteration 40F (1992.140000 sec): 3 clusters
  Score: Raw -16398319.833756 + Penalty 3852.323913 = -16394467.509843
  nChanged 6
		SP:Iteration 41Q (1992.400000 sec): 3 clusters
  Score: Raw -16398321.250504 + Penalty 3852.323913 = -16394468.926592
  nChanged 10
		SP:Iteration 42Q (1992.660000 sec): 3 clusters
  Score: Raw -16398323.474346 + Penalty 3852.323913 = -16394471.150433
  nChanged 9
		SP:Iteration 43Q (1992.920000 sec): 3 clusters
  Score: Raw -16398324.705130 + Penalty 3852.323913 = -16394472.381217
  nChanged 8
		SP:Iteration 44Q (1993.170000 sec): 3 clusters
  Score: Raw -16398326.208743 + Penalty 3852.323913 = -16394473.884830
  nChanged 6
		SP:Iteration 45Q (1993.430000 sec): 3 clusters
  Score: Raw -16398327.168218 + Penalty 3852.323913 = -16394474.844305
  nChanged 2
		SP:Iteration 46Q (1993.690000 sec): 3 clusters
  Score: Raw -16398327.429762 + Penalty 3852.323913 = -16394475.105849
  nChanged 1
		SP:Iteration 47Q (1993.950000 sec): 3 clusters
  Score: Raw -16398327.521691 + Penalty 3852.323913 = -16394475.197778
  nChanged 2
		SP:Iteration 48Q (1994.210000 sec): 3 clusters
  Score: Raw -16398327.759520 + Penalty 3852.323913 = -16394475.435608
  nChanged 2
		SP:Iteration 49Q (1994.470000 sec): 3 clusters
  Score: Raw -16398327.893246 + Penalty 3852.323913 = -16394475.569333
  nChanged 0
		SP:Iteration 50F (1994.830000 sec): 3 clusters
  Score: Raw -16398327.893246 + Penalty 3852.323913 = -16394475.569333
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (19155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1994.940000 sec): 2 clusters
  Score: Raw -2188198.102490 + Penalty 1602.301847 = -2186595.800643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1994.990000 sec): 3 clusters
  Score: Raw -2176639.870155 + Penalty 3204.603694 = -2173435.266462
  nChanged 8655
		SP:Iteration 1F (1995.040000 sec): 3 clusters
  Score: Raw -2181262.141437 + Penalty 3204.603694 = -2178057.537743
  nChanged 1024
		SP:Iteration 2F (1995.090000 sec): 3 clusters
  Score: Raw -2181660.378200 + Penalty 3204.603694 = -2178455.774506
  nChanged 991
		SP:Iteration 3F (1995.130000 sec): 3 clusters
  Score: Raw -2182057.311636 + Penalty 3204.603694 = -2178852.707942
  nChanged 958
		SP:Iteration 4F (1995.190000 sec): 3 clusters
  Score: Raw -2182454.838912 + Penalty 3204.603694 = -2179250.235218
  nChanged 950
		SP:Iteration 5Q (1995.230000 sec): 3 clusters
  Score: Raw -2182874.639388 + Penalty 3204.603694 = -2179670.035695
  nChanged 1032
		SP:Iteration 6F (1995.280000 sec): 3 clusters
  Score: Raw -2183366.998873 + Penalty 3204.603694 = -2180162.395180
  nChanged 1062
		SP:Iteration 7F (1995.330000 sec): 3 clusters
  Score: Raw -2183990.045729 + Penalty 3204.603694 = -2180785.442036
  nChanged 1254
		SP:Iteration 8F (1995.380000 sec): 3 clusters
  Score: Raw -2184879.030365 + Penalty 3204.603694 = -2181674.426671
  nChanged 1233
		SP:Iteration 9F (1995.430000 sec): 3 clusters
  Score: Raw -2185848.987048 + Penalty 3204.603694 = -2182644.383355
  nChanged 1093
		SP:Iteration 10F (1995.480000 sec): 3 clusters
  Score: Raw -2186768.686445 + Penalty 3204.603694 = -2183564.082751
  nChanged 831
		SP:Iteration 11Q (1995.530000 sec): 3 clusters
  Score: Raw -2187482.432137 + Penalty 3204.603694 = -2184277.828444
  nChanged 524
		SP:Iteration 12Q (1995.580000 sec): 3 clusters
  Score: Raw -2187928.221415 + Penalty 3204.603694 = -2184723.617721
  nChanged 286
		SP:Iteration 13Q (1995.630000 sec): 3 clusters
  Score: Raw -2188178.961031 + Penalty 3204.603694 = -2184974.357338
  nChanged 162
		SP:Iteration 14Q (1995.670000 sec): 3 clusters
  Score: Raw -2188347.350136 + Penalty 3204.603694 = -2185142.746442
  nChanged 113
		SP:Iteration 15Q (1995.710000 sec): 3 clusters
  Score: Raw -2188464.650191 + Penalty 3204.603694 = -2185260.046497
  nChanged 60
		SP:Iteration 16Q (1995.750000 sec): 3 clusters
  Score: Raw -2188520.656645 + Penalty 3204.603694 = -2185316.052952
  nChanged 39
		SP:Iteration 17Q (1995.790000 sec): 3 clusters
  Score: Raw -2188546.605679 + Penalty 3204.603694 = -2185342.001986
  nChanged 23
		SP:Iteration 18Q (1995.830000 sec): 3 clusters
  Score: Raw -2188558.697448 + Penalty 3204.603694 = -2185354.093755
  nChanged 13
		SP:Iteration 19Q (1995.860000 sec): 3 clusters
  Score: Raw -2188568.053063 + Penalty 3204.603694 = -2185363.449369
  nChanged 12
		SP:Iteration 20F (1995.910000 sec): 3 clusters
  Score: Raw -2188575.426053 + Penalty 3204.603694 = -2185370.822360
  nChanged 12
		SP:Iteration 21Q (1995.950000 sec): 3 clusters
  Score: Raw -2188581.729401 + Penalty 3204.603694 = -2185377.125708
  nChanged 7
		SP:Iteration 22Q (1995.980000 sec): 3 clusters
  Score: Raw -2188586.527036 + Penalty 3204.603694 = -2185381.923342
  nChanged 10
		SP:Iteration 23Q (1996.020000 sec): 3 clusters
  Score: Raw -2188594.873553 + Penalty 3204.603694 = -2185390.269860
  nChanged 10
		SP:Iteration 24Q (1996.050000 sec): 3 clusters
  Score: Raw -2188602.526842 + Penalty 3204.603694 = -2185397.923149
  nChanged 9
		SP:Iteration 25Q (1996.090000 sec): 3 clusters
  Score: Raw -2188610.330110 + Penalty 3204.603694 = -2185405.726417
  nChanged 10
		SP:Iteration 26Q (1996.130000 sec): 3 clusters
  Score: Raw -2188614.514140 + Penalty 3204.603694 = -2185409.910447
  nChanged 6
		SP:Iteration 27Q (1996.170000 sec): 3 clusters
  Score: Raw -2188616.024545 + Penalty 3204.603694 = -2185411.420852
  nChanged 2
		SP:Iteration 28Q (1996.200000 sec): 3 clusters
  Score: Raw -2188617.472508 + Penalty 3204.603694 = -2185412.868814
  nChanged 1
		SP:Iteration 29Q (1996.240000 sec): 3 clusters
  Score: Raw -2188618.542215 + Penalty 3204.603694 = -2185413.938521
  nChanged 3
		SP:Iteration 30Q (1996.270000 sec): 3 clusters
  Score: Raw -2188620.105740 + Penalty 3204.603694 = -2185415.502047
  nChanged 4
		SP:Iteration 31Q (1996.310000 sec): 3 clusters
  Score: Raw -2188622.977988 + Penalty 3204.603694 = -2185418.374295
  nChanged 5
		SP:Iteration 32Q (1996.350000 sec): 3 clusters
  Score: Raw -2188628.298533 + Penalty 3204.603694 = -2185423.694839
  nChanged 4
		SP:Iteration 33Q (1996.380000 sec): 3 clusters
  Score: Raw -2188631.378904 + Penalty 3204.603694 = -2185426.775210
  nChanged 2
		SP:Iteration 34Q (1996.420000 sec): 3 clusters
  Score: Raw -2188632.356566 + Penalty 3204.603694 = -2185427.752872
  nChanged 1
		SP:Iteration 35Q (1996.450000 sec): 3 clusters
  Score: Raw -2188632.697605 + Penalty 3204.603694 = -2185428.093912
  nChanged 1
		SP:Iteration 36Q (1996.490000 sec): 3 clusters
  Score: Raw -2188633.242488 + Penalty 3204.603694 = -2185428.638794
  nChanged 0
		SP:Iteration 37F (1996.540000 sec): 3 clusters
  Score: Raw -2188633.242488 + Penalty 3204.603694 = -2185428.638794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (40230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.660000 sec): 2 clusters
  Score: Raw -4332222.143861 + Penalty 1722.884843 = -4330499.259018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.770000 sec): 3 clusters
  Score: Raw -4306969.652626 + Penalty 3445.769686 = -4303523.882940
  nChanged 18713
		SP:Iteration 1F (1996.870000 sec): 3 clusters
  Score: Raw -4318349.696327 + Penalty 3445.769686 = -4314903.926641
  nChanged 2518
		SP:Iteration 2F (1996.980000 sec): 3 clusters
  Score: Raw -4319964.661889 + Penalty 3445.769686 = -4316518.892203
  nChanged 2727
		SP:Iteration 3F (1997.090000 sec): 3 clusters
  Score: Raw -4321717.927558 + Penalty 3445.769686 = -4318272.157872
  nChanged 2668
		SP:Iteration 4F (1997.200000 sec): 3 clusters
  Score: Raw -4323330.135652 + Penalty 3445.769686 = -4319884.365966
  nChanged 2547
		SP:Iteration 5F (1997.310000 sec): 3 clusters
  Score: Raw -4324857.886527 + Penalty 3445.769686 = -4321412.116841
  nChanged 2323
		SP:Iteration 6F (1997.410000 sec): 3 clusters
  Score: Raw -4326171.472692 + Penalty 3445.769686 = -4322725.703006
  nChanged 1960
		SP:Iteration 7Q (1997.520000 sec): 3 clusters
  Score: Raw -4327300.052114 + Penalty 3445.769686 = -4323854.282428
  nChanged 1719
		SP:Iteration 8Q (1997.630000 sec): 3 clusters
  Score: Raw -4328283.978617 + Penalty 3445.769686 = -4324838.208931
  nChanged 1502
		SP:Iteration 9Q (1997.740000 sec): 3 clusters
  Score: Raw -4329108.306117 + Penalty 3445.769686 = -4325662.536431
  nChanged 1305
		SP:Iteration 10Q (1997.840000 sec): 3 clusters
  Score: Raw -4329777.500689 + Penalty 3445.769686 = -4326331.731003
  nChanged 1090
		SP:Iteration 11Q (1997.950000 sec): 3 clusters
  Score: Raw -4330328.374717 + Penalty 3445.769686 = -4326882.605031
  nChanged 989
		SP:Iteration 12Q (1998.050000 sec): 3 clusters
  Score: Raw -4330853.511790 + Penalty 3445.769686 = -4327407.742104
  nChanged 911
		SP:Iteration 13Q (1998.150000 sec): 3 clusters
  Score: Raw -4331358.000570 + Penalty 3445.769686 = -4327912.230884
  nChanged 787
		SP:Iteration 14Q (1998.260000 sec): 3 clusters
  Score: Raw -4331764.457900 + Penalty 3445.769686 = -4328318.688214
  nChanged 659
		SP:Iteration 15Q (1998.360000 sec): 3 clusters
  Score: Raw -4332079.598421 + Penalty 3445.769686 = -4328633.828735
  nChanged 558
		SP:Iteration 16Q (1998.450000 sec): 3 clusters
  Score: Raw -4332338.337961 + Penalty 3445.769686 = -4328892.568275
  nChanged 491
		SP:Iteration 17Q (1998.550000 sec): 3 clusters
  Score: Raw -4332551.588609 + Penalty 3445.769686 = -4329105.818923
  nChanged 416
		SP:Iteration 18Q (1998.640000 sec): 3 clusters
  Score: Raw -4332731.987754 + Penalty 3445.769686 = -4329286.218068
  nChanged 378
		SP:Iteration 19Q (1998.730000 sec): 3 clusters
  Score: Raw -4332891.920569 + Penalty 3445.769686 = -4329446.150883
  nChanged 350
		SP:Iteration 20F (1998.840000 sec): 3 clusters
  Score: Raw -4333049.512792 + Penalty 3445.769686 = -4329603.743106
  nChanged 308
		SP:Iteration 21Q (1998.930000 sec): 3 clusters
  Score: Raw -4333203.272527 + Penalty 3445.769686 = -4329757.502841
  nChanged 292
		SP:Iteration 22Q (1999.020000 sec): 3 clusters
  Score: Raw -4333368.908815 + Penalty 3445.769686 = -4329923.139129
  nChanged 271
		SP:Iteration 23Q (1999.100000 sec): 3 clusters
  Score: Raw -4333505.066330 + Penalty 3445.769686 = -4330059.296643
  nChanged 230
		SP:Iteration 24Q (1999.190000 sec): 3 clusters
  Score: Raw -4333620.093502 + Penalty 3445.769686 = -4330174.323816
  nChanged 212
		SP:Iteration 25Q (1999.280000 sec): 3 clusters
  Score: Raw -4333712.065662 + Penalty 3445.769686 = -4330266.295976
  nChanged 197
		SP:Iteration 26Q (1999.360000 sec): 3 clusters
  Score: Raw -4333796.606863 + Penalty 3445.769686 = -4330350.837177
  nChanged 171
		SP:Iteration 27Q (1999.450000 sec): 3 clusters
  Score: Raw -4333861.218226 + Penalty 3445.769686 = -4330415.448540
  nChanged 125
		SP:Iteration 28Q (1999.530000 sec): 3 clusters
  Score: Raw -4333900.918608 + Penalty 3445.769686 = -4330455.148922
  nChanged 107
		SP:Iteration 29Q (1999.610000 sec): 3 clusters
  Score: Raw -4333933.334021 + Penalty 3445.769686 = -4330487.564335
  nChanged 92
		SP:Iteration 30Q (1999.690000 sec): 3 clusters
  Score: Raw -4333957.883121 + Penalty 3445.769686 = -4330512.113435
  nChanged 72
		SP:Iteration 31Q (1999.780000 sec): 3 clusters
  Score: Raw -4333973.829490 + Penalty 3445.769686 = -4330528.059804
  nChanged 48
		SP:Iteration 32Q (1999.860000 sec): 3 clusters
  Score: Raw -4333986.749718 + Penalty 3445.769686 = -4330540.980031
  nChanged 53
		SP:Iteration 33Q (1999.950000 sec): 3 clusters
  Score: Raw -4333999.773678 + Penalty 3445.769686 = -4330554.003992
  nChanged 53
		SP:Iteration 34Q (2000.030000 sec): 3 clusters
  Score: Raw -4334013.128331 + Penalty 3445.769686 = -4330567.358645
  nChanged 41
		SP:Iteration 35Q (2000.110000 sec): 3 clusters
  Score: Raw -4334021.924436 + Penalty 3445.769686 = -4330576.154749
  nChanged 33
		SP:Iteration 36Q (2000.190000 sec): 3 clusters
  Score: Raw -4334027.451320 + Penalty 3445.769686 = -4330581.681634
  nChanged 23
		SP:Iteration 37Q (2000.280000 sec): 3 clusters
  Score: Raw -4334030.812239 + Penalty 3445.769686 = -4330585.042553
  nChanged 16
		SP:Iteration 38Q (2000.360000 sec): 3 clusters
  Score: Raw -4334033.167096 + Penalty 3445.769686 = -4330587.397410
  nChanged 12
		SP:Iteration 39Q (2000.440000 sec): 3 clusters
  Score: Raw -4334034.870105 + Penalty 3445.769686 = -4330589.100419
  nChanged 9
		SP:Iteration 40F (2000.550000 sec): 3 clusters
  Score: Raw -4334036.696643 + Penalty 3445.769686 = -4330590.926957
  nChanged 8
		SP:Iteration 41Q (2000.630000 sec): 3 clusters
  Score: Raw -4334038.114938 + Penalty 3445.769686 = -4330592.345252
  nChanged 12
		SP:Iteration 42Q (2000.720000 sec): 3 clusters
  Score: Raw -4334039.696382 + Penalty 3445.769686 = -4330593.926696
  nChanged 11
		SP:Iteration 43Q (2000.800000 sec): 3 clusters
  Score: Raw -4334041.006768 + Penalty 3445.769686 = -4330595.237082
  nChanged 5
		SP:Iteration 44Q (2000.880000 sec): 3 clusters
  Score: Raw -4334041.477444 + Penalty 3445.769686 = -4330595.707758
  nChanged 2
		SP:Iteration 45Q (2000.970000 sec): 3 clusters
  Score: Raw -4334041.668616 + Penalty 3445.769686 = -4330595.898930
  nChanged 2
		SP:Iteration 46Q (2001.050000 sec): 3 clusters
  Score: Raw -4334041.838654 + Penalty 3445.769686 = -4330596.068968
  nChanged 1
		SP:Iteration 47Q (2001.130000 sec): 3 clusters
  Score: Raw -4334041.924394 + Penalty 3445.769686 = -4330596.154708
  nChanged 1
		SP:Iteration 48Q (2001.210000 sec): 3 clusters
  Score: Raw -4334042.090003 + Penalty 3445.769686 = -4330596.320317
  nChanged 4
		SP:Iteration 49Q (2001.290000 sec): 3 clusters
  Score: Raw -4334042.551731 + Penalty 3445.769686 = -4330596.782045
  nChanged 6
		SP:Iteration 50Q (2001.380000 sec): 3 clusters
  Score: Raw -4334043.787335 + Penalty 3445.769686 = -4330598.017649
  nChanged 10
		SP:Iteration 51Q (2001.460000 sec): 3 clusters
  Score: Raw -4334045.738967 + Penalty 3445.769686 = -4330599.969281
  nChanged 11
		SP:Iteration 52Q (2001.540000 sec): 3 clusters
  Score: Raw -4334048.092307 + Penalty 3445.769686 = -4330602.322621
  nChanged 15
		SP:Iteration 53Q (2001.630000 sec): 3 clusters
  Score: Raw -4334050.317122 + Penalty 3445.769686 = -4330604.547436
  nChanged 10
		SP:Iteration 54Q (2001.710000 sec): 3 clusters
  Score: Raw -4334052.019196 + Penalty 3445.769686 = -4330606.249510
  nChanged 18
		SP:Iteration 55Q (2001.790000 sec): 3 clusters
  Score: Raw -4334055.136841 + Penalty 3445.769686 = -4330609.367154
  nChanged 16
		SP:Iteration 56Q (2001.870000 sec): 3 clusters
  Score: Raw -4334057.854282 + Penalty 3445.769686 = -4330612.084596
  nChanged 14
		SP:Iteration 57Q (2001.950000 sec): 3 clusters
  Score: Raw -4334059.651798 + Penalty 3445.769686 = -4330613.882112
  nChanged 13
		SP:Iteration 58Q (2002.040000 sec): 3 clusters
  Score: Raw -4334061.275758 + Penalty 3445.769686 = -4330615.506072
  nChanged 8
		SP:Iteration 59Q (2002.120000 sec): 3 clusters
  Score: Raw -4334062.185605 + Penalty 3445.769686 = -4330616.415919
  nChanged 2
		SP:Iteration 60F (2002.230000 sec): 3 clusters
  Score: Raw -4334062.353262 + Penalty 3445.769686 = -4330616.583576
  nChanged 1
		SP:Iteration 61Q (2002.310000 sec): 3 clusters
  Score: Raw -4334062.420513 + Penalty 3445.769686 = -4330616.650827
  nChanged 0
		SP:Iteration 62F (2002.420000 sec): 3 clusters
  Score: Raw -4334062.420513 + Penalty 3445.769686 = -4330616.650827
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (37054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2002.540000 sec): 2 clusters
  Score: Raw -4337022.742818 + Penalty 1709.521383 = -4335313.221436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2002.640000 sec): 3 clusters
  Score: Raw -4313963.046644 + Penalty 3419.042766 = -4310544.003878
  nChanged 17299
		SP:Iteration 1F (2002.740000 sec): 3 clusters
  Score: Raw -4323795.769300 + Penalty 3419.042766 = -4320376.726534
  nChanged 1817
		SP:Iteration 2Q (2002.840000 sec): 3 clusters
  Score: Raw -4324504.038963 + Penalty 3419.042766 = -4321084.996197
  nChanged 1865
		SP:Iteration 3F (2002.940000 sec): 3 clusters
  Score: Raw -4325343.873957 + Penalty 3419.042766 = -4321924.831191
  nChanged 2038
		SP:Iteration 4F (2003.040000 sec): 3 clusters
  Score: Raw -4326434.307981 + Penalty 3419.042766 = -4323015.265215
  nChanged 2332
		SP:Iteration 5F (2003.140000 sec): 3 clusters
  Score: Raw -4327878.900246 + Penalty 3419.042766 = -4324459.857481
  nChanged 2471
		SP:Iteration 6F (2003.230000 sec): 3 clusters
  Score: Raw -4329562.436005 + Penalty 3419.042766 = -4326143.393239
  nChanged 2323
		SP:Iteration 7F (2003.330000 sec): 3 clusters
  Score: Raw -4331311.519598 + Penalty 3419.042766 = -4327892.476832
  nChanged 2008
		SP:Iteration 8F (2003.430000 sec): 3 clusters
  Score: Raw -4332914.193284 + Penalty 3419.042766 = -4329495.150518
  nChanged 1536
		SP:Iteration 9Q (2003.530000 sec): 3 clusters
  Score: Raw -4334097.756745 + Penalty 3419.042766 = -4330678.713979
  nChanged 1149
		SP:Iteration 10Q (2003.630000 sec): 3 clusters
  Score: Raw -4334894.205450 + Penalty 3419.042766 = -4331475.162684
  nChanged 821
		SP:Iteration 11Q (2003.720000 sec): 3 clusters
  Score: Raw -4335419.885468 + Penalty 3419.042766 = -4332000.842702
  nChanged 655
		SP:Iteration 12Q (2003.810000 sec): 3 clusters
  Score: Raw -4335834.447890 + Penalty 3419.042766 = -4332415.405124
  nChanged 577
		SP:Iteration 13Q (2003.890000 sec): 3 clusters
  Score: Raw -4336238.149411 + Penalty 3419.042766 = -4332819.106645
  nChanged 469
		SP:Iteration 14Q (2003.970000 sec): 3 clusters
  Score: Raw -4336536.239269 + Penalty 3419.042766 = -4333117.196503
  nChanged 381
		SP:Iteration 15Q (2004.060000 sec): 3 clusters
  Score: Raw -4336746.423404 + Penalty 3419.042766 = -4333327.380638
  nChanged 320
		SP:Iteration 16Q (2004.140000 sec): 3 clusters
  Score: Raw -4336918.382808 + Penalty 3419.042766 = -4333499.340042
  nChanged 257
		SP:Iteration 17Q (2004.210000 sec): 3 clusters
  Score: Raw -4337042.295157 + Penalty 3419.042766 = -4333623.252391
  nChanged 205
		SP:Iteration 18Q (2004.290000 sec): 3 clusters
  Score: Raw -4337116.306372 + Penalty 3419.042766 = -4333697.263606
  nChanged 171
		SP:Iteration 19Q (2004.370000 sec): 3 clusters
  Score: Raw -4337177.008907 + Penalty 3419.042766 = -4333757.966141
  nChanged 152
		SP:Iteration 20F (2004.470000 sec): 3 clusters
  Score: Raw -4337232.022750 + Penalty 3419.042766 = -4333812.979984
  nChanged 122
		SP:Iteration 21Q (2004.550000 sec): 3 clusters
  Score: Raw -4337273.881937 + Penalty 3419.042766 = -4333854.839171
  nChanged 105
		SP:Iteration 22Q (2004.620000 sec): 3 clusters
  Score: Raw -4337307.909602 + Penalty 3419.042766 = -4333888.866836
  nChanged 94
		SP:Iteration 23Q (2004.700000 sec): 3 clusters
  Score: Raw -4337338.084512 + Penalty 3419.042766 = -4333919.041746
  nChanged 58
		SP:Iteration 24Q (2004.770000 sec): 3 clusters
  Score: Raw -4337356.305084 + Penalty 3419.042766 = -4333937.262318
  nChanged 64
		SP:Iteration 25Q (2004.850000 sec): 3 clusters
  Score: Raw -4337375.969411 + Penalty 3419.042766 = -4333956.926645
  nChanged 58
		SP:Iteration 26Q (2004.920000 sec): 3 clusters
  Score: Raw -4337393.907004 + Penalty 3419.042766 = -4333974.864238
  nChanged 53
		SP:Iteration 27Q (2005.000000 sec): 3 clusters
  Score: Raw -4337410.786177 + Penalty 3419.042766 = -4333991.743411
  nChanged 47
		SP:Iteration 28Q (2005.070000 sec): 3 clusters
  Score: Raw -4337425.210342 + Penalty 3419.042766 = -4334006.167576
  nChanged 51
		SP:Iteration 29Q (2005.150000 sec): 3 clusters
  Score: Raw -4337442.745293 + Penalty 3419.042766 = -4334023.702527
  nChanged 57
		SP:Iteration 30Q (2005.220000 sec): 3 clusters
  Score: Raw -4337459.756657 + Penalty 3419.042766 = -4334040.713892
  nChanged 45
		SP:Iteration 31Q (2005.290000 sec): 3 clusters
  Score: Raw -4337470.146601 + Penalty 3419.042766 = -4334051.103835
  nChanged 33
		SP:Iteration 32Q (2005.370000 sec): 3 clusters
  Score: Raw -4337478.180942 + Penalty 3419.042766 = -4334059.138177
  nChanged 16
		SP:Iteration 33Q (2005.440000 sec): 3 clusters
  Score: Raw -4337482.172608 + Penalty 3419.042766 = -4334063.129843
  nChanged 13
		SP:Iteration 34Q (2005.510000 sec): 3 clusters
  Score: Raw -4337485.839099 + Penalty 3419.042766 = -4334066.796333
  nChanged 13
		SP:Iteration 35Q (2005.590000 sec): 3 clusters
  Score: Raw -4337488.643842 + Penalty 3419.042766 = -4334069.601076
  nChanged 9
		SP:Iteration 36Q (2005.660000 sec): 3 clusters
  Score: Raw -4337490.280575 + Penalty 3419.042766 = -4334071.237810
  nChanged 8
		SP:Iteration 37Q (2005.730000 sec): 3 clusters
  Score: Raw -4337491.605178 + Penalty 3419.042766 = -4334072.562412
  nChanged 9
		SP:Iteration 38Q (2005.800000 sec): 3 clusters
  Score: Raw -4337493.232595 + Penalty 3419.042766 = -4334074.189829
  nChanged 4
		SP:Iteration 39Q (2005.880000 sec): 3 clusters
  Score: Raw -4337493.779454 + Penalty 3419.042766 = -4334074.736688
  nChanged 1
		SP:Iteration 40F (2005.970000 sec): 3 clusters
  Score: Raw -4337493.790687 + Penalty 3419.042766 = -4334074.747921
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (13454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2006.030000 sec): 2 clusters
  Score: Raw -1542765.345296 + Penalty 1544.892658 = -1541220.452639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2006.060000 sec): 3 clusters
  Score: Raw -1534978.288552 + Penalty 3089.785315 = -1531888.503237
  nChanged 5943
		SP:Iteration 1F (2006.100000 sec): 3 clusters
  Score: Raw -1538237.328307 + Penalty 3089.785315 = -1535147.542992
  nChanged 781
		SP:Iteration 2F (2006.140000 sec): 3 clusters
  Score: Raw -1538583.271978 + Penalty 3089.785315 = -1535493.486663
  nChanged 705
		SP:Iteration 3F (2006.170000 sec): 3 clusters
  Score: Raw -1538912.690236 + Penalty 3089.785315 = -1535822.904921
  nChanged 659
		SP:Iteration 4Q (2006.200000 sec): 3 clusters
  Score: Raw -1539212.629700 + Penalty 3089.785315 = -1536122.844385
  nChanged 665
		SP:Iteration 5Q (2006.240000 sec): 3 clusters
  Score: Raw -1539521.095386 + Penalty 3089.785315 = -1536431.310071
  nChanged 659
		SP:Iteration 6Q (2006.280000 sec): 3 clusters
  Score: Raw -1539864.508268 + Penalty 3089.785315 = -1536774.722953
  nChanged 698
		SP:Iteration 7F (2006.310000 sec): 3 clusters
  Score: Raw -1540265.712218 + Penalty 3089.785315 = -1537175.926903
  nChanged 733
		SP:Iteration 8F (2006.340000 sec): 3 clusters
  Score: Raw -1540748.526958 + Penalty 3089.785315 = -1537658.741643
  nChanged 763
		SP:Iteration 9F (2006.380000 sec): 3 clusters
  Score: Raw -1541299.067857 + Penalty 3089.785315 = -1538209.282542
  nChanged 675
		SP:Iteration 10F (2006.420000 sec): 3 clusters
  Score: Raw -1541844.025834 + Penalty 3089.785315 = -1538754.240519
  nChanged 631
		SP:Iteration 11Q (2006.450000 sec): 3 clusters
  Score: Raw -1542457.578813 + Penalty 3089.785315 = -1539367.793498
  nChanged 539
		SP:Iteration 12Q (2006.490000 sec): 3 clusters
  Score: Raw -1543070.290213 + Penalty 3089.785315 = -1539980.504898
  nChanged 421
		SP:Iteration 13Q (2006.520000 sec): 3 clusters
  Score: Raw -1543566.135541 + Penalty 3089.785315 = -1540476.350226
  nChanged 297
		SP:Iteration 14Q (2006.550000 sec): 3 clusters
  Score: Raw -1543902.228657 + Penalty 3089.785315 = -1540812.443342
  nChanged 211
		SP:Iteration 15Q (2006.580000 sec): 3 clusters
  Score: Raw -1544097.456941 + Penalty 3089.785315 = -1541007.671626
  nChanged 130
		SP:Iteration 16Q (2006.620000 sec): 3 clusters
  Score: Raw -1544164.763078 + Penalty 3089.785315 = -1541074.977763
  nChanged 75
		SP:Iteration 17Q (2006.640000 sec): 3 clusters
  Score: Raw -1544188.184060 + Penalty 3089.785315 = -1541098.398745
  nChanged 43
		SP:Iteration 18Q (2006.670000 sec): 3 clusters
  Score: Raw -1544199.008816 + Penalty 3089.785315 = -1541109.223501
  nChanged 32
		SP:Iteration 19Q (2006.700000 sec): 3 clusters
  Score: Raw -1544204.318948 + Penalty 3089.785315 = -1541114.533633
  nChanged 16
		SP:Iteration 20F (2006.740000 sec): 3 clusters
  Score: Raw -1544205.650574 + Penalty 3089.785315 = -1541115.865259
  nChanged 5
		SP:Iteration 21Q (2006.760000 sec): 3 clusters
  Score: Raw -1544206.173706 + Penalty 3089.785315 = -1541116.388391
  nChanged 3
		SP:Iteration 22Q (2006.790000 sec): 3 clusters
  Score: Raw -1544206.522276 + Penalty 3089.785315 = -1541116.736961
  nChanged 4
		SP:Iteration 23Q (2006.820000 sec): 3 clusters
  Score: Raw -1544206.737330 + Penalty 3089.785315 = -1541116.952015
  nChanged 2
		SP:Iteration 24Q (2006.850000 sec): 3 clusters
  Score: Raw -1544206.939213 + Penalty 3089.785315 = -1541117.153898
  nChanged 1
		SP:Iteration 25Q (2006.880000 sec): 3 clusters
  Score: Raw -1544207.380303 + Penalty 3089.785315 = -1541117.594988
  nChanged 3
		SP:Iteration 26Q (2006.910000 sec): 3 clusters
  Score: Raw -1544207.836003 + Penalty 3089.785315 = -1541118.050688
  nChanged 3
		SP:Iteration 27Q (2006.940000 sec): 3 clusters
  Score: Raw -1544208.098582 + Penalty 3089.785315 = -1541118.313267
  nChanged 4
		SP:Iteration 28Q (2006.970000 sec): 3 clusters
  Score: Raw -1544208.714173 + Penalty 3089.785315 = -1541118.928857
  nChanged 3
		SP:Iteration 29Q (2007.000000 sec): 3 clusters
  Score: Raw -1544209.145013 + Penalty 3089.785315 = -1541119.359698
  nChanged 2
		SP:Iteration 30Q (2007.020000 sec): 3 clusters
  Score: Raw -1544209.382170 + Penalty 3089.785315 = -1541119.596855
  nChanged 1
		SP:Iteration 31Q (2007.050000 sec): 3 clusters
  Score: Raw -1544209.423497 + Penalty 3089.785315 = -1541119.638182
  nChanged 0
		SP:Iteration 32F (2007.090000 sec): 3 clusters
  Score: Raw -1544209.423497 + Penalty 3089.785315 = -1541119.638182
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2007.250000 sec): 2 clusters
  Score: Raw -6187643.446274 + Penalty 1767.624404 = -6185875.821871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2007.390000 sec): 3 clusters
  Score: Raw -6153985.119895 + Penalty 3535.248807 = -6150449.871088
  nChanged 24914
		SP:Iteration 1F (2007.530000 sec): 3 clusters
  Score: Raw -6168030.264136 + Penalty 3535.248807 = -6164495.015328
  nChanged 1969
		SP:Iteration 2Q (2007.680000 sec): 3 clusters
  Score: Raw -6168553.454760 + Penalty 3535.248807 = -6165018.205953
  nChanged 1902
		SP:Iteration 3Q (2007.820000 sec): 3 clusters
  Score: Raw -6169084.967490 + Penalty 3535.248807 = -6165549.718683
  nChanged 1986
		SP:Iteration 4Q (2007.970000 sec): 3 clusters
  Score: Raw -6169742.602447 + Penalty 3535.248807 = -6166207.353639
  nChanged 2232
		SP:Iteration 5Q (2008.120000 sec): 3 clusters
  Score: Raw -6170708.438898 + Penalty 3535.248807 = -6167173.190090
  nChanged 2836
		SP:Iteration 6F (2008.260000 sec): 3 clusters
  Score: Raw -6172270.475500 + Penalty 3535.248807 = -6168735.226693
  nChanged 3601
		SP:Iteration 7F (2008.400000 sec): 3 clusters
  Score: Raw -6174795.820808 + Penalty 3535.248807 = -6171260.572000
  nChanged 4214
		SP:Iteration 8F (2008.540000 sec): 3 clusters
  Score: Raw -6178337.917806 + Penalty 3535.248807 = -6174802.668998
  nChanged 4034
		SP:Iteration 9F (2008.680000 sec): 3 clusters
  Score: Raw -6181997.874231 + Penalty 3535.248807 = -6178462.625424
  nChanged 3024
		SP:Iteration 10F (2008.820000 sec): 3 clusters
  Score: Raw -6184804.370263 + Penalty 3535.248807 = -6181269.121456
  nChanged 1820
		SP:Iteration 11Q (2008.940000 sec): 3 clusters
  Score: Raw -6186414.257288 + Penalty 3535.248807 = -6182879.008481
  nChanged 914
		SP:Iteration 12Q (2009.060000 sec): 3 clusters
  Score: Raw -6187194.361497 + Penalty 3535.248807 = -6183659.112690
  nChanged 373
		SP:Iteration 13Q (2009.170000 sec): 3 clusters
  Score: Raw -6187498.369254 + Penalty 3535.248807 = -6183963.120447
  nChanged 176
		SP:Iteration 14Q (2009.270000 sec): 3 clusters
  Score: Raw -6187652.460569 + Penalty 3535.248807 = -6184117.211762
  nChanged 85
		SP:Iteration 15Q (2009.380000 sec): 3 clusters
  Score: Raw -6187750.211691 + Penalty 3535.248807 = -6184214.962884
  nChanged 49
		SP:Iteration 16Q (2009.480000 sec): 3 clusters
  Score: Raw -6187815.862988 + Penalty 3535.248807 = -6184280.614181
  nChanged 21
		SP:Iteration 17Q (2009.570000 sec): 3 clusters
  Score: Raw -6187840.594463 + Penalty 3535.248807 = -6184305.345656
  nChanged 7
		SP:Iteration 18Q (2009.670000 sec): 3 clusters
  Score: Raw -6187847.105585 + Penalty 3535.248807 = -6184311.856778
  nChanged 7
		SP:Iteration 19Q (2009.770000 sec): 3 clusters
  Score: Raw -6187853.424338 + Penalty 3535.248807 = -6184318.175531
  nChanged 5
		SP:Iteration 20F (2009.910000 sec): 3 clusters
  Score: Raw -6187857.837086 + Penalty 3535.248807 = -6184322.588279
  nChanged 3
		SP:Iteration 21Q (2010.000000 sec): 3 clusters
  Score: Raw -6187861.244896 + Penalty 3535.248807 = -6184325.996089
  nChanged 3
		SP:Iteration 22Q (2010.100000 sec): 3 clusters
  Score: Raw -6187863.691760 + Penalty 3535.248807 = -6184328.442952
  nChanged 1
		SP:Iteration 23Q (2010.200000 sec): 3 clusters
  Score: Raw -6187864.593542 + Penalty 3535.248807 = -6184329.344735
  nChanged 2
		SP:Iteration 24Q (2010.300000 sec): 3 clusters
  Score: Raw -6187866.487607 + Penalty 3535.248807 = -6184331.238799
  nChanged 1
		SP:Iteration 25Q (2010.400000 sec): 3 clusters
  Score: Raw -6187866.931839 + Penalty 3535.248807 = -6184331.683032
  nChanged 0
		SP:Iteration 26F (2010.540000 sec): 3 clusters
  Score: Raw -6187866.931839 + Penalty 3535.248807 = -6184331.683032
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (9641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2010.600000 sec): 2 clusters
  Score: Raw -1014097.149682 + Penalty 1490.739269 = -1012606.410413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2010.620000 sec): 3 clusters
  Score: Raw -1008758.997783 + Penalty 2981.478538 = -1005777.519245
  nChanged 4219
		SP:Iteration 1F (2010.650000 sec): 3 clusters
  Score: Raw -1013054.874784 + Penalty 2981.478538 = -1010073.396246
  nChanged 1356
		SP:Iteration 2F (2010.670000 sec): 3 clusters
  Score: Raw -1015836.553602 + Penalty 2981.478538 = -1012855.075064
  nChanged 1103
		SP:Iteration 3F (2010.700000 sec): 3 clusters
  Score: Raw -1017487.111712 + Penalty 2981.478538 = -1014505.633174
  nChanged 631
		SP:Iteration 4F (2010.720000 sec): 3 clusters
  Score: Raw -1017933.756461 + Penalty 2981.478538 = -1014952.277924
  nChanged 301
		SP:Iteration 5Q (2010.740000 sec): 3 clusters
  Score: Raw -1018116.470190 + Penalty 2981.478538 = -1015134.991652
  nChanged 200
		SP:Iteration 6Q (2010.770000 sec): 3 clusters
  Score: Raw -1018268.171272 + Penalty 2981.478538 = -1015286.692735
  nChanged 169
		SP:Iteration 7Q (2010.790000 sec): 3 clusters
  Score: Raw -1018422.696881 + Penalty 2981.478538 = -1015441.218343
  nChanged 182
		SP:Iteration 8Q (2010.810000 sec): 3 clusters
  Score: Raw -1018603.948125 + Penalty 2981.478538 = -1015622.469587
  nChanged 163
		SP:Iteration 9Q (2010.840000 sec): 3 clusters
  Score: Raw -1018721.258061 + Penalty 2981.478538 = -1015739.779523
  nChanged 115
		SP:Iteration 10Q (2010.860000 sec): 3 clusters
  Score: Raw -1018763.929949 + Penalty 2981.478538 = -1015782.451411
  nChanged 65
		SP:Iteration 11Q (2010.880000 sec): 3 clusters
  Score: Raw -1018780.160024 + Penalty 2981.478538 = -1015798.681486
  nChanged 41
		SP:Iteration 12Q (2010.900000 sec): 3 clusters
  Score: Raw -1018786.819183 + Penalty 2981.478538 = -1015805.340645
  nChanged 25
		SP:Iteration 13Q (2010.920000 sec): 3 clusters
  Score: Raw -1018790.883108 + Penalty 2981.478538 = -1015809.404570
  nChanged 16
		SP:Iteration 14Q (2010.940000 sec): 3 clusters
  Score: Raw -1018793.172219 + Penalty 2981.478538 = -1015811.693681
  nChanged 8
		SP:Iteration 15Q (2010.970000 sec): 3 clusters
  Score: Raw -1018794.719625 + Penalty 2981.478538 = -1015813.241087
  nChanged 8
		SP:Iteration 16Q (2010.990000 sec): 3 clusters
  Score: Raw -1018796.062316 + Penalty 2981.478538 = -1015814.583778
  nChanged 10
		SP:Iteration 17Q (2011.010000 sec): 3 clusters
  Score: Raw -1018797.384935 + Penalty 2981.478538 = -1015815.906397
  nChanged 8
		SP:Iteration 18Q (2011.030000 sec): 3 clusters
  Score: Raw -1018798.277645 + Penalty 2981.478538 = -1015816.799107
  nChanged 5
		SP:Iteration 19Q (2011.050000 sec): 3 clusters
  Score: Raw -1018798.960539 + Penalty 2981.478538 = -1015817.482001
  nChanged 3
		SP:Iteration 20F (2011.080000 sec): 3 clusters
  Score: Raw -1018799.376367 + Penalty 2981.478538 = -1015817.897829
  nChanged 4
		SP:Iteration 21Q (2011.100000 sec): 3 clusters
  Score: Raw -1018799.721072 + Penalty 2981.478538 = -1015818.242534
  nChanged 3
		SP:Iteration 22Q (2011.120000 sec): 3 clusters
  Score: Raw -1018799.939013 + Penalty 2981.478538 = -1015818.460475
  nChanged 3
		SP:Iteration 23Q (2011.140000 sec): 3 clusters
  Score: Raw -1018800.125687 + Penalty 2981.478538 = -1015818.647149
  nChanged 4
		SP:Iteration 24Q (2011.160000 sec): 3 clusters
  Score: Raw -1018800.545575 + Penalty 2981.478538 = -1015819.067037
  nChanged 5
		SP:Iteration 25Q (2011.180000 sec): 3 clusters
  Score: Raw -1018801.260933 + Penalty 2981.478538 = -1015819.782396
  nChanged 3
		SP:Iteration 26Q (2011.200000 sec): 3 clusters
  Score: Raw -1018801.502432 + Penalty 2981.478538 = -1015820.023894
  nChanged 2
		SP:Iteration 27Q (2011.230000 sec): 3 clusters
  Score: Raw -1018801.696760 + Penalty 2981.478538 = -1015820.218222
  nChanged 1
		SP:Iteration 28Q (2011.250000 sec): 3 clusters
  Score: Raw -1018801.874915 + Penalty 2981.478538 = -1015820.396377
  nChanged 1
		SP:Iteration 29Q (2011.270000 sec): 3 clusters
  Score: Raw -1018801.999562 + Penalty 2981.478538 = -1015820.521025
  nChanged 0
		SP:Iteration 30F (2011.300000 sec): 3 clusters
  Score: Raw -1018801.999562 + Penalty 2981.478538 = -1015820.521025
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.320000 sec): 2 clusters
  Score: Raw -398977.641184 + Penalty 1326.084215 = -397651.556969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2011.320000 sec): 3 clusters
  Score: Raw -397241.248182 + Penalty 2652.168430 = -394589.079751
  nChanged 1387
		SP:Iteration 1F (2011.340000 sec): 3 clusters
  Score: Raw -398084.990451 + Penalty 2652.168430 = -395432.822021
  nChanged 320
		SP:Iteration 2F (2011.340000 sec): 3 clusters
  Score: Raw -398414.318253 + Penalty 2652.168430 = -395762.149822
  nChanged 305
		SP:Iteration 3F (2011.350000 sec): 3 clusters
  Score: Raw -398774.804963 + Penalty 2652.168430 = -396122.636533
  nChanged 301
		SP:Iteration 4F (2011.360000 sec): 3 clusters
  Score: Raw -399129.609234 + Penalty 2652.168430 = -396477.440804
  nChanged 278
		SP:Iteration 5F (2011.370000 sec): 3 clusters
  Score: Raw -399476.707690 + Penalty 2652.168430 = -396824.539260
  nChanged 209
		SP:Iteration 6F (2011.380000 sec): 3 clusters
  Score: Raw -399686.205556 + Penalty 2652.168430 = -397034.037126
  nChanged 142
		SP:Iteration 7Q (2011.390000 sec): 3 clusters
  Score: Raw -399814.257424 + Penalty 2652.168430 = -397162.088993
  nChanged 83
		SP:Iteration 8Q (2011.400000 sec): 3 clusters
  Score: Raw -399871.698136 + Penalty 2652.168430 = -397219.529706
  nChanged 42
		SP:Iteration 9Q (2011.400000 sec): 3 clusters
  Score: Raw -399895.374182 + Penalty 2652.168430 = -397243.205751
  nChanged 25
		SP:Iteration 10Q (2011.410000 sec): 3 clusters
  Score: Raw -399905.990876 + Penalty 2652.168430 = -397253.822446
  nChanged 14
		SP:Iteration 11Q (2011.420000 sec): 3 clusters
  Score: Raw -399912.276833 + Penalty 2652.168430 = -397260.108402
  nChanged 12
		SP:Iteration 12Q (2011.430000 sec): 3 clusters
  Score: Raw -399917.070170 + Penalty 2652.168430 = -397264.901740
  nChanged 7
		SP:Iteration 13Q (2011.440000 sec): 3 clusters
  Score: Raw -399918.918747 + Penalty 2652.168430 = -397266.750317
  nChanged 4
		SP:Iteration 14Q (2011.450000 sec): 3 clusters
  Score: Raw -399919.571507 + Penalty 2652.168430 = -397267.403077
  nChanged 2
		SP:Iteration 15Q (2011.460000 sec): 3 clusters
  Score: Raw -399919.869573 + Penalty 2652.168430 = -397267.701143
  nChanged 2
		SP:Iteration 16Q (2011.460000 sec): 3 clusters
  Score: Raw -399920.353101 + Penalty 2652.168430 = -397268.184671
  nChanged 2
		SP:Iteration 17Q (2011.470000 sec): 3 clusters
  Score: Raw -399920.847653 + Penalty 2652.168430 = -397268.679223
  nChanged 1
		SP:Iteration 18Q (2011.480000 sec): 3 clusters
  Score: Raw -399921.182361 + Penalty 2652.168430 = -397269.013931
  nChanged 3
		SP:Iteration 19Q (2011.490000 sec): 3 clusters
  Score: Raw -399922.540568 + Penalty 2652.168430 = -397270.372138
  nChanged 3
		SP:Iteration 20F (2011.500000 sec): 3 clusters
  Score: Raw -399923.715868 + Penalty 2652.168430 = -397271.547437
  nChanged 3
		SP:Iteration 21Q (2011.510000 sec): 3 clusters
  Score: Raw -399924.623433 + Penalty 2652.168430 = -397272.455003
  nChanged 2
		SP:Iteration 22Q (2011.520000 sec): 3 clusters
  Score: Raw -399925.016555 + Penalty 2652.168430 = -397272.848125
  nChanged 0
		SP:Iteration 23F (2011.520000 sec): 3 clusters
  Score: Raw -399925.016555 + Penalty 2652.168430 = -397272.848125
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (16222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2011.580000 sec): 2 clusters
  Score: Raw -1771959.064852 + Penalty 1575.295089 = -1770383.769763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2011.620000 sec): 3 clusters
  Score: Raw -1762310.537690 + Penalty 3150.590178 = -1759159.947512
  nChanged 7319
		SP:Iteration 1F (2011.660000 sec): 3 clusters
  Score: Raw -1766592.396330 + Penalty 3150.590178 = -1763441.806152
  nChanged 1068
		SP:Iteration 2F (2011.700000 sec): 3 clusters
  Score: Raw -1767116.002315 + Penalty 3150.590178 = -1763965.412137
  nChanged 983
		SP:Iteration 3F (2011.750000 sec): 3 clusters
  Score: Raw -1767652.475491 + Penalty 3150.590178 = -1764501.885313
  nChanged 929
		SP:Iteration 4F (2011.790000 sec): 3 clusters
  Score: Raw -1768262.685866 + Penalty 3150.590178 = -1765112.095688
  nChanged 946
		SP:Iteration 5F (2011.830000 sec): 3 clusters
  Score: Raw -1768974.442746 + Penalty 3150.590178 = -1765823.852568
  nChanged 870
		SP:Iteration 6F (2011.880000 sec): 3 clusters
  Score: Raw -1769642.958486 + Penalty 3150.590178 = -1766492.368308
  nChanged 773
		SP:Iteration 7Q (2011.920000 sec): 3 clusters
  Score: Raw -1770270.196395 + Penalty 3150.590178 = -1767119.606217
  nChanged 691
		SP:Iteration 8Q (2011.960000 sec): 3 clusters
  Score: Raw -1770872.716792 + Penalty 3150.590178 = -1767722.126614
  nChanged 644
		SP:Iteration 9Q (2012.000000 sec): 3 clusters
  Score: Raw -1771414.237224 + Penalty 3150.590178 = -1768263.647046
  nChanged 591
		SP:Iteration 10Q (2012.040000 sec): 3 clusters
  Score: Raw -1771952.450432 + Penalty 3150.590178 = -1768801.860254
  nChanged 617
		SP:Iteration 11Q (2012.080000 sec): 3 clusters
  Score: Raw -1772541.927623 + Penalty 3150.590178 = -1769391.337445
  nChanged 643
		SP:Iteration 12Q (2012.110000 sec): 3 clusters
  Score: Raw -1773317.068365 + Penalty 3150.590178 = -1770166.478187
  nChanged 648
		SP:Iteration 13Q (2012.150000 sec): 3 clusters
  Score: Raw -1774216.281696 + Penalty 3150.590178 = -1771065.691518
  nChanged 607
		SP:Iteration 14Q (2012.190000 sec): 3 clusters
  Score: Raw -1774863.486046 + Penalty 3150.590178 = -1771712.895868
  nChanged 464
		SP:Iteration 15Q (2012.220000 sec): 3 clusters
  Score: Raw -1775219.635038 + Penalty 3150.590178 = -1772069.044860
  nChanged 315
		SP:Iteration 16Q (2012.260000 sec): 3 clusters
  Score: Raw -1775402.989198 + Penalty 3150.590178 = -1772252.399020
  nChanged 229
		SP:Iteration 17Q (2012.290000 sec): 3 clusters
  Score: Raw -1775516.085930 + Penalty 3150.590178 = -1772365.495752
  nChanged 149
		SP:Iteration 18Q (2012.330000 sec): 3 clusters
  Score: Raw -1775585.869868 + Penalty 3150.590178 = -1772435.279690
  nChanged 122
		SP:Iteration 19Q (2012.360000 sec): 3 clusters
  Score: Raw -1775634.016551 + Penalty 3150.590178 = -1772483.426373
  nChanged 102
		SP:Iteration 20F (2012.400000 sec): 3 clusters
  Score: Raw -1775680.192274 + Penalty 3150.590178 = -1772529.602096
  nChanged 75
		SP:Iteration 21Q (2012.440000 sec): 3 clusters
  Score: Raw -1775700.514782 + Penalty 3150.590178 = -1772549.924604
  nChanged 53
		SP:Iteration 22Q (2012.480000 sec): 3 clusters
  Score: Raw -1775711.045538 + Penalty 3150.590178 = -1772560.455360
  nChanged 51
		SP:Iteration 23Q (2012.510000 sec): 3 clusters
  Score: Raw -1775723.030699 + Penalty 3150.590178 = -1772572.440521
  nChanged 52
		SP:Iteration 24Q (2012.540000 sec): 3 clusters
  Score: Raw -1775731.997635 + Penalty 3150.590178 = -1772581.407457
  nChanged 39
		SP:Iteration 25Q (2012.580000 sec): 3 clusters
  Score: Raw -1775737.553762 + Penalty 3150.590178 = -1772586.963584
  nChanged 37
		SP:Iteration 26Q (2012.620000 sec): 3 clusters
  Score: Raw -1775742.996600 + Penalty 3150.590178 = -1772592.406422
  nChanged 36
		SP:Iteration 27Q (2012.650000 sec): 3 clusters
  Score: Raw -1775749.188765 + Penalty 3150.590178 = -1772598.598587
  nChanged 39
		SP:Iteration 28Q (2012.680000 sec): 3 clusters
  Score: Raw -1775755.557461 + Penalty 3150.590178 = -1772604.967283
  nChanged 38
		SP:Iteration 29Q (2012.720000 sec): 3 clusters
  Score: Raw -1775761.266448 + Penalty 3150.590178 = -1772610.676270
  nChanged 29
		SP:Iteration 30Q (2012.750000 sec): 3 clusters
  Score: Raw -1775765.310912 + Penalty 3150.590178 = -1772614.720734
  nChanged 32
		SP:Iteration 31Q (2012.790000 sec): 3 clusters
  Score: Raw -1775770.308551 + Penalty 3150.590178 = -1772619.718373
  nChanged 34
		SP:Iteration 32Q (2012.820000 sec): 3 clusters
  Score: Raw -1775776.085701 + Penalty 3150.590178 = -1772625.495523
  nChanged 26
		SP:Iteration 33Q (2012.860000 sec): 3 clusters
  Score: Raw -1775780.029905 + Penalty 3150.590178 = -1772629.439727
  nChanged 30
		SP:Iteration 34Q (2012.890000 sec): 3 clusters
  Score: Raw -1775784.426306 + Penalty 3150.590178 = -1772633.836128
  nChanged 32
		SP:Iteration 35Q (2012.920000 sec): 3 clusters
  Score: Raw -1775789.561546 + Penalty 3150.590178 = -1772638.971368
  nChanged 30
		SP:Iteration 36Q (2012.960000 sec): 3 clusters
  Score: Raw -1775793.305425 + Penalty 3150.590178 = -1772642.715247
  nChanged 26
		SP:Iteration 37Q (2012.990000 sec): 3 clusters
  Score: Raw -1775796.772597 + Penalty 3150.590178 = -1772646.182419
  nChanged 22
		SP:Iteration 38Q (2013.020000 sec): 3 clusters
  Score: Raw -1775799.629168 + Penalty 3150.590178 = -1772649.038990
  nChanged 23
		SP:Iteration 39Q (2013.060000 sec): 3 clusters
  Score: Raw -1775802.233220 + Penalty 3150.590178 = -1772651.643042
  nChanged 12
		SP:Iteration 40F (2013.100000 sec): 3 clusters
  Score: Raw -1775803.746977 + Penalty 3150.590178 = -1772653.156799
  nChanged 10
		SP:Iteration 41Q (2013.140000 sec): 3 clusters
  Score: Raw -1775804.809219 + Penalty 3150.590178 = -1772654.219041
  nChanged 11
		SP:Iteration 42Q (2013.170000 sec): 3 clusters
  Score: Raw -1775805.591159 + Penalty 3150.590178 = -1772655.000981
  nChanged 8
		SP:Iteration 43Q (2013.200000 sec): 3 clusters
  Score: Raw -1775806.407544 + Penalty 3150.590178 = -1772655.817366
  nChanged 8
		SP:Iteration 44Q (2013.240000 sec): 3 clusters
  Score: Raw -1775807.202380 + Penalty 3150.590178 = -1772656.612202
  nChanged 8
		SP:Iteration 45Q (2013.270000 sec): 3 clusters
  Score: Raw -1775808.043510 + Penalty 3150.590178 = -1772657.453332
  nChanged 10
		SP:Iteration 46Q (2013.310000 sec): 3 clusters
  Score: Raw -1775808.933616 + Penalty 3150.590178 = -1772658.343438
  nChanged 8
		SP:Iteration 47Q (2013.340000 sec): 3 clusters
  Score: Raw -1775809.735451 + Penalty 3150.590178 = -1772659.145273
  nChanged 9
		SP:Iteration 48Q (2013.380000 sec): 3 clusters
  Score: Raw -1775810.975666 + Penalty 3150.590178 = -1772660.385488
  nChanged 11
		SP:Iteration 49Q (2013.420000 sec): 3 clusters
  Score: Raw -1775812.158524 + Penalty 3150.590178 = -1772661.568346
  nChanged 9
		SP:Iteration 50Q (2013.450000 sec): 3 clusters
  Score: Raw -1775812.736313 + Penalty 3150.590178 = -1772662.146135
  nChanged 9
		SP:Iteration 51Q (2013.490000 sec): 3 clusters
  Score: Raw -1775813.332547 + Penalty 3150.590178 = -1772662.742369
  nChanged 6
		SP:Iteration 52Q (2013.520000 sec): 3 clusters
  Score: Raw -1775813.686718 + Penalty 3150.590178 = -1772663.096540
  nChanged 7
		SP:Iteration 53Q (2013.560000 sec): 3 clusters
  Score: Raw -1775814.221417 + Penalty 3150.590178 = -1772663.631239
  nChanged 11
		SP:Iteration 54Q (2013.590000 sec): 3 clusters
  Score: Raw -1775815.291560 + Penalty 3150.590178 = -1772664.701382
  nChanged 13
		SP:Iteration 55Q (2013.630000 sec): 3 clusters
  Score: Raw -1775816.611893 + Penalty 3150.590178 = -1772666.021715
  nChanged 15
		SP:Iteration 56Q (2013.660000 sec): 3 clusters
  Score: Raw -1775818.063766 + Penalty 3150.590178 = -1772667.473588
  nChanged 15
		SP:Iteration 57Q (2013.700000 sec): 3 clusters
  Score: Raw -1775819.744886 + Penalty 3150.590178 = -1772669.154708
  nChanged 17
		SP:Iteration 58Q (2013.740000 sec): 3 clusters
  Score: Raw -1775821.624305 + Penalty 3150.590178 = -1772671.034127
  nChanged 19
		SP:Iteration 59Q (2013.770000 sec): 3 clusters
  Score: Raw -1775823.370594 + Penalty 3150.590178 = -1772672.780416
  nChanged 16
		SP:Iteration 60F (2013.810000 sec): 3 clusters
  Score: Raw -1775825.646103 + Penalty 3150.590178 = -1772675.055925
  nChanged 19
		SP:Iteration 61Q (2013.850000 sec): 3 clusters
  Score: Raw -1775828.023160 + Penalty 3150.590178 = -1772677.432982
  nChanged 21
		SP:Iteration 62Q (2013.880000 sec): 3 clusters
  Score: Raw -1775830.858675 + Penalty 3150.590178 = -1772680.268497
  nChanged 18
		SP:Iteration 63Q (2013.920000 sec): 3 clusters
  Score: Raw -1775833.117328 + Penalty 3150.590178 = -1772682.527150
  nChanged 17
		SP:Iteration 64Q (2013.960000 sec): 3 clusters
  Score: Raw -1775834.966050 + Penalty 3150.590178 = -1772684.375872
  nChanged 11
		SP:Iteration 65Q (2013.990000 sec): 3 clusters
  Score: Raw -1775836.195731 + Penalty 3150.590178 = -1772685.605553
  nChanged 10
		SP:Iteration 66Q (2014.030000 sec): 3 clusters
  Score: Raw -1775837.341877 + Penalty 3150.590178 = -1772686.751699
  nChanged 11
		SP:Iteration 67Q (2014.060000 sec): 3 clusters
  Score: Raw -1775838.461736 + Penalty 3150.590178 = -1772687.871558
  nChanged 7
		SP:Iteration 68Q (2014.100000 sec): 3 clusters
  Score: Raw -1775839.151198 + Penalty 3150.590178 = -1772688.561020
  nChanged 9
		SP:Iteration 69Q (2014.130000 sec): 3 clusters
  Score: Raw -1775839.690400 + Penalty 3150.590178 = -1772689.100222
  nChanged 4
		SP:Iteration 70Q (2014.170000 sec): 3 clusters
  Score: Raw -1775839.852489 + Penalty 3150.590178 = -1772689.262311
  nChanged 1
		SP:Iteration 71Q (2014.200000 sec): 3 clusters
  Score: Raw -1775839.881405 + Penalty 3150.590178 = -1772689.291227
  nChanged 2
		SP:Iteration 72Q (2014.240000 sec): 3 clusters
  Score: Raw -1775839.965679 + Penalty 3150.590178 = -1772689.375501
  nChanged 2
		SP:Iteration 73Q (2014.270000 sec): 3 clusters
  Score: Raw -1775840.071882 + Penalty 3150.590178 = -1772689.481704
  nChanged 5
		SP:Iteration 74Q (2014.310000 sec): 3 clusters
  Score: Raw -1775840.421892 + Penalty 3150.590178 = -1772689.831714
  nChanged 4
		SP:Iteration 75Q (2014.340000 sec): 3 clusters
  Score: Raw -1775840.814055 + Penalty 3150.590178 = -1772690.223877
  nChanged 2
		SP:Iteration 76Q (2014.380000 sec): 3 clusters
  Score: Raw -1775840.941889 + Penalty 3150.590178 = -1772690.351711
  nChanged 3
		SP:Iteration 77Q (2014.410000 sec): 3 clusters
  Score: Raw -1775841.053445 + Penalty 3150.590178 = -1772690.463267
  nChanged 2
		SP:Iteration 78Q (2014.440000 sec): 3 clusters
  Score: Raw -1775841.145614 + Penalty 3150.590178 = -1772690.555436
  nChanged 0
		SP:Iteration 79F (2014.490000 sec): 3 clusters
  Score: Raw -1775841.145614 + Penalty 3150.590178 = -1772690.555436
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2014.520000 sec): 2 clusters
  Score: Raw -410741.316663 + Penalty 1343.000885 = -409398.315778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2014.520000 sec): 3 clusters
  Score: Raw -408799.944559 + Penalty 2686.001770 = -406113.942789
  nChanged 1596
		SP:Iteration 1F (2014.540000 sec): 3 clusters
  Score: Raw -409808.180713 + Penalty 2686.001770 = -407122.178943
  nChanged 335
		SP:Iteration 2F (2014.540000 sec): 3 clusters
  Score: Raw -410052.912022 + Penalty 2686.001770 = -407366.910253
  nChanged 260
		SP:Iteration 3F (2014.560000 sec): 3 clusters
  Score: Raw -410255.554984 + Penalty 2686.001770 = -407569.553215
  nChanged 222
		SP:Iteration 4F (2014.560000 sec): 3 clusters
  Score: Raw -410437.807103 + Penalty 2686.001770 = -407751.805334
  nChanged 216
		SP:Iteration 5F (2014.580000 sec): 3 clusters
  Score: Raw -410653.122540 + Penalty 2686.001770 = -407967.120771
  nChanged 206
		SP:Iteration 6F (2014.580000 sec): 3 clusters
  Score: Raw -410819.938158 + Penalty 2686.001770 = -408133.936388
  nChanged 163
		SP:Iteration 7Q (2014.590000 sec): 3 clusters
  Score: Raw -410939.744439 + Penalty 2686.001770 = -408253.742670
  nChanged 148
		SP:Iteration 8Q (2014.600000 sec): 3 clusters
  Score: Raw -411042.688774 + Penalty 2686.001770 = -408356.687004
  nChanged 117
		SP:Iteration 9Q (2014.610000 sec): 3 clusters
  Score: Raw -411107.505091 + Penalty 2686.001770 = -408421.503322
  nChanged 80
		SP:Iteration 10Q (2014.620000 sec): 3 clusters
  Score: Raw -411153.140323 + Penalty 2686.001770 = -408467.138553
  nChanged 60
		SP:Iteration 11Q (2014.630000 sec): 3 clusters
  Score: Raw -411184.924203 + Penalty 2686.001770 = -408498.922433
  nChanged 46
		SP:Iteration 12Q (2014.640000 sec): 3 clusters
  Score: Raw -411204.795025 + Penalty 2686.001770 = -408518.793255
  nChanged 39
		SP:Iteration 13Q (2014.650000 sec): 3 clusters
  Score: Raw -411218.991594 + Penalty 2686.001770 = -408532.989825
  nChanged 23
		SP:Iteration 14Q (2014.660000 sec): 3 clusters
  Score: Raw -411226.367294 + Penalty 2686.001770 = -408540.365524
  nChanged 14
		SP:Iteration 15Q (2014.670000 sec): 3 clusters
  Score: Raw -411230.644786 + Penalty 2686.001770 = -408544.643016
  nChanged 9
		SP:Iteration 16Q (2014.680000 sec): 3 clusters
  Score: Raw -411233.205623 + Penalty 2686.001770 = -408547.203854
  nChanged 7
		SP:Iteration 17Q (2014.690000 sec): 3 clusters
  Score: Raw -411235.442226 + Penalty 2686.001770 = -408549.440456
  nChanged 7
		SP:Iteration 18Q (2014.700000 sec): 3 clusters
  Score: Raw -411237.400397 + Penalty 2686.001770 = -408551.398628
  nChanged 9
		SP:Iteration 19Q (2014.710000 sec): 3 clusters
  Score: Raw -411239.953831 + Penalty 2686.001770 = -408553.952062
  nChanged 7
		SP:Iteration 20F (2014.720000 sec): 3 clusters
  Score: Raw -411242.132387 + Penalty 2686.001770 = -408556.130617
  nChanged 8
		SP:Iteration 21Q (2014.730000 sec): 3 clusters
  Score: Raw -411243.965042 + Penalty 2686.001770 = -408557.963272
  nChanged 5
		SP:Iteration 22Q (2014.740000 sec): 3 clusters
  Score: Raw -411245.320551 + Penalty 2686.001770 = -408559.318781
  nChanged 5
		SP:Iteration 23Q (2014.740000 sec): 3 clusters
  Score: Raw -411246.863560 + Penalty 2686.001770 = -408560.861790
  nChanged 2
		SP:Iteration 24Q (2014.760000 sec): 3 clusters
  Score: Raw -411247.341864 + Penalty 2686.001770 = -408561.340095
  nChanged 0
		SP:Iteration 25F (2014.760000 sec): 3 clusters
  Score: Raw -411247.341864 + Penalty 2686.001770 = -408561.340095
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (68513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2014.990000 sec): 2 clusters
  Score: Raw -8011371.566096 + Penalty 1809.401553 = -8009562.164543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2015.170000 sec): 3 clusters
  Score: Raw -7967501.106337 + Penalty 3618.803106 = -7963882.303231
  nChanged 32360
		SP:Iteration 1F (2015.360000 sec): 3 clusters
  Score: Raw -7986190.576538 + Penalty 3618.803106 = -7982571.773432
  nChanged 2639
		SP:Iteration 2Q (2015.550000 sec): 3 clusters
  Score: Raw -7986973.837966 + Penalty 3618.803106 = -7983355.034860
  nChanged 2835
		SP:Iteration 3Q (2015.740000 sec): 3 clusters
  Score: Raw -7987993.184335 + Penalty 3618.803106 = -7984374.381229
  nChanged 3284
		SP:Iteration 4Q (2015.920000 sec): 3 clusters
  Score: Raw -7989440.413319 + Penalty 3618.803106 = -7985821.610213
  nChanged 3795
		SP:Iteration 5F (2016.110000 sec): 3 clusters
  Score: Raw -7991357.273629 + Penalty 3618.803106 = -7987738.470523
  nChanged 4155
		SP:Iteration 6F (2016.290000 sec): 3 clusters
  Score: Raw -7993584.118889 + Penalty 3618.803106 = -7989965.315783
  nChanged 4126
		SP:Iteration 7F (2016.480000 sec): 3 clusters
  Score: Raw -7995758.535139 + Penalty 3618.803106 = -7992139.732033
  nChanged 3555
		SP:Iteration 8F (2016.660000 sec): 3 clusters
  Score: Raw -7997458.604109 + Penalty 3618.803106 = -7993839.801003
  nChanged 2961
		SP:Iteration 9Q (2016.850000 sec): 3 clusters
  Score: Raw -7998832.085753 + Penalty 3618.803106 = -7995213.282647
  nChanged 2630
		SP:Iteration 10Q (2017.040000 sec): 3 clusters
  Score: Raw -8000191.804653 + Penalty 3618.803106 = -7996573.001547
  nChanged 2650
		SP:Iteration 11Q (2017.220000 sec): 3 clusters
  Score: Raw -8001802.669441 + Penalty 3618.803106 = -7998183.866335
  nChanged 2702
		SP:Iteration 12Q (2017.410000 sec): 3 clusters
  Score: Raw -8003676.026236 + Penalty 3618.803106 = -8000057.223130
  nChanged 2778
		SP:Iteration 13Q (2017.600000 sec): 3 clusters
  Score: Raw -8005817.225412 + Penalty 3618.803106 = -8002198.422306
  nChanged 2703
		SP:Iteration 14Q (2017.780000 sec): 3 clusters
  Score: Raw -8008039.058978 + Penalty 3618.803106 = -8004420.255872
  nChanged 2454
		SP:Iteration 15Q (2017.950000 sec): 3 clusters
  Score: Raw -8010563.189448 + Penalty 3618.803106 = -8006944.386342
  nChanged 2393
		SP:Iteration 16Q (2018.130000 sec): 3 clusters
  Score: Raw -8013765.532229 + Penalty 3618.803106 = -8010146.729123
  nChanged 2242
		SP:Iteration 17Q (2018.300000 sec): 3 clusters
  Score: Raw -8016439.268897 + Penalty 3618.803106 = -8012820.465791
  nChanged 1867
		SP:Iteration 18Q (2018.460000 sec): 3 clusters
  Score: Raw -8017850.128420 + Penalty 3618.803106 = -8014231.325314
  nChanged 1381
		SP:Iteration 19Q (2018.620000 sec): 3 clusters
  Score: Raw -8018660.512765 + Penalty 3618.803106 = -8015041.709659
  nChanged 1061
		SP:Iteration 20F (2018.800000 sec): 3 clusters
  Score: Raw -8019225.579862 + Penalty 3618.803106 = -8015606.776756
  nChanged 807
		SP:Iteration 21Q (2018.960000 sec): 3 clusters
  Score: Raw -8019605.373354 + Penalty 3618.803106 = -8015986.570248
  nChanged 683
		SP:Iteration 22Q (2019.120000 sec): 3 clusters
  Score: Raw -8019876.081869 + Penalty 3618.803106 = -8016257.278763
  nChanged 599
		SP:Iteration 23Q (2019.280000 sec): 3 clusters
  Score: Raw -8020071.847881 + Penalty 3618.803106 = -8016453.044775
  nChanged 518
		SP:Iteration 24Q (2019.440000 sec): 3 clusters
  Score: Raw -8020197.125761 + Penalty 3618.803106 = -8016578.322655
  nChanged 361
		SP:Iteration 25Q (2019.590000 sec): 3 clusters
  Score: Raw -8020265.830771 + Penalty 3618.803106 = -8016647.027665
  nChanged 298
		SP:Iteration 26Q (2019.750000 sec): 3 clusters
  Score: Raw -8020309.631776 + Penalty 3618.803106 = -8016690.828670
  nChanged 238
		SP:Iteration 27Q (2019.900000 sec): 3 clusters
  Score: Raw -8020339.308783 + Penalty 3618.803106 = -8016720.505678
  nChanged 199
		SP:Iteration 28Q (2020.060000 sec): 3 clusters
  Score: Raw -8020359.977309 + Penalty 3618.803106 = -8016741.174203
  nChanged 144
		SP:Iteration 29Q (2020.210000 sec): 3 clusters
  Score: Raw -8020371.073694 + Penalty 3618.803106 = -8016752.270588
  nChanged 100
		SP:Iteration 30Q (2020.360000 sec): 3 clusters
  Score: Raw -8020376.670308 + Penalty 3618.803106 = -8016757.867202
  nChanged 70
		SP:Iteration 31Q (2020.520000 sec): 3 clusters
  Score: Raw -8020379.406503 + Penalty 3618.803106 = -8016760.603397
  nChanged 49
		SP:Iteration 32Q (2020.670000 sec): 3 clusters
  Score: Raw -8020381.064299 + Penalty 3618.803106 = -8016762.261193
  nChanged 44
		SP:Iteration 33Q (2020.820000 sec): 3 clusters
  Score: Raw -8020382.604900 + Penalty 3618.803106 = -8016763.801794
  nChanged 25
		SP:Iteration 34Q (2020.980000 sec): 3 clusters
  Score: Raw -8020383.247967 + Penalty 3618.803106 = -8016764.444861
  nChanged 19
		SP:Iteration 35Q (2021.130000 sec): 3 clusters
  Score: Raw -8020383.748010 + Penalty 3618.803106 = -8016764.944904
  nChanged 16
		SP:Iteration 36Q (2021.280000 sec): 3 clusters
  Score: Raw -8020384.096724 + Penalty 3618.803106 = -8016765.293619
  nChanged 13
		SP:Iteration 37Q (2021.440000 sec): 3 clusters
  Score: Raw -8020384.442754 + Penalty 3618.803106 = -8016765.639648
  nChanged 16
		SP:Iteration 38Q (2021.590000 sec): 3 clusters
  Score: Raw -8020384.917934 + Penalty 3618.803106 = -8016766.114828
  nChanged 11
		SP:Iteration 39Q (2021.740000 sec): 3 clusters
  Score: Raw -8020385.170617 + Penalty 3618.803106 = -8016766.367511
  nChanged 12
		SP:Iteration 40F (2021.920000 sec): 3 clusters
  Score: Raw -8020385.406699 + Penalty 3618.803106 = -8016766.603593
  nChanged 8
		SP:Iteration 41Q (2022.080000 sec): 3 clusters
  Score: Raw -8020385.569502 + Penalty 3618.803106 = -8016766.766396
  nChanged 6
		SP:Iteration 42Q (2022.240000 sec): 3 clusters
  Score: Raw -8020385.686910 + Penalty 3618.803106 = -8016766.883804
  nChanged 4
		SP:Iteration 43Q (2022.390000 sec): 3 clusters
  Score: Raw -8020385.742599 + Penalty 3618.803106 = -8016766.939493
  nChanged 1
		SP:Iteration 44Q (2022.550000 sec): 3 clusters
  Score: Raw -8020385.748394 + Penalty 3618.803106 = -8016766.945289
  nChanged 1
		SP:Iteration 45Q (2022.710000 sec): 3 clusters
  Score: Raw -8020385.761240 + Penalty 3618.803106 = -8016766.958134
  nChanged 1
		SP:Iteration 46Q (2022.870000 sec): 3 clusters
  Score: Raw -8020385.767623 + Penalty 3618.803106 = -8016766.964517
  nChanged 0
		SP:Iteration 47F (2023.050000 sec): 3 clusters
  Score: Raw -8020385.767623 + Penalty 3618.803106 = -8016766.964517
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (15329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2023.140000 sec): 2 clusters
  Score: Raw -1657483.400396 + Penalty 1566.094032 = -1655917.306363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2023.180000 sec): 3 clusters
  Score: Raw -1648404.199453 + Penalty 3132.188065 = -1645272.011389
  nChanged 6832
		SP:Iteration 1F (2023.220000 sec): 3 clusters
  Score: Raw -1652404.077901 + Penalty 3132.188065 = -1649271.889836
  nChanged 1125
		SP:Iteration 2F (2023.250000 sec): 3 clusters
  Score: Raw -1653180.012999 + Penalty 3132.188065 = -1650047.824935
  nChanged 1067
		SP:Iteration 3F (2023.290000 sec): 3 clusters
  Score: Raw -1653903.643891 + Penalty 3132.188065 = -1650771.455826
  nChanged 968
		SP:Iteration 4F (2023.330000 sec): 3 clusters
  Score: Raw -1654487.333845 + Penalty 3132.188065 = -1651355.145780
  nChanged 865
		SP:Iteration 5F (2023.370000 sec): 3 clusters
  Score: Raw -1654996.758299 + Penalty 3132.188065 = -1651864.570234
  nChanged 773
		SP:Iteration 6F (2023.410000 sec): 3 clusters
  Score: Raw -1655462.447597 + Penalty 3132.188065 = -1652330.259532
  nChanged 683
		SP:Iteration 7Q (2023.450000 sec): 3 clusters
  Score: Raw -1655860.828467 + Penalty 3132.188065 = -1652728.640402
  nChanged 599
		SP:Iteration 8Q (2023.490000 sec): 3 clusters
  Score: Raw -1656165.116407 + Penalty 3132.188065 = -1653032.928342
  nChanged 526
		SP:Iteration 9Q (2023.530000 sec): 3 clusters
  Score: Raw -1656438.436620 + Penalty 3132.188065 = -1653306.248555
  nChanged 443
		SP:Iteration 10Q (2023.570000 sec): 3 clusters
  Score: Raw -1656666.854581 + Penalty 3132.188065 = -1653534.666516
  nChanged 389
		SP:Iteration 11Q (2023.600000 sec): 3 clusters
  Score: Raw -1656834.694857 + Penalty 3132.188065 = -1653702.506792
  nChanged 339
		SP:Iteration 12Q (2023.640000 sec): 3 clusters
  Score: Raw -1656974.739510 + Penalty 3132.188065 = -1653842.551445
  nChanged 301
		SP:Iteration 13Q (2023.680000 sec): 3 clusters
  Score: Raw -1657094.719963 + Penalty 3132.188065 = -1653962.531898
  nChanged 298
		SP:Iteration 14Q (2023.720000 sec): 3 clusters
  Score: Raw -1657211.986872 + Penalty 3132.188065 = -1654079.798807
  nChanged 260
		SP:Iteration 15Q (2023.760000 sec): 3 clusters
  Score: Raw -1657319.252925 + Penalty 3132.188065 = -1654187.064860
  nChanged 228
		SP:Iteration 16Q (2023.790000 sec): 3 clusters
  Score: Raw -1657420.446177 + Penalty 3132.188065 = -1654288.258112
  nChanged 216
		SP:Iteration 17Q (2023.830000 sec): 3 clusters
  Score: Raw -1657513.599996 + Penalty 3132.188065 = -1654381.411931
  nChanged 235
		SP:Iteration 18Q (2023.860000 sec): 3 clusters
  Score: Raw -1657621.449296 + Penalty 3132.188065 = -1654489.261231
  nChanged 207
		SP:Iteration 19Q (2023.900000 sec): 3 clusters
  Score: Raw -1657711.556130 + Penalty 3132.188065 = -1654579.368065
  nChanged 203
		SP:Iteration 20F (2023.940000 sec): 3 clusters
  Score: Raw -1657798.612379 + Penalty 3132.188065 = -1654666.424314
  nChanged 191
		SP:Iteration 21Q (2023.970000 sec): 3 clusters
  Score: Raw -1657876.065152 + Penalty 3132.188065 = -1654743.877087
  nChanged 172
		SP:Iteration 22Q (2024.010000 sec): 3 clusters
  Score: Raw -1657951.637689 + Penalty 3132.188065 = -1654819.449624
  nChanged 177
		SP:Iteration 23Q (2024.040000 sec): 3 clusters
  Score: Raw -1658038.800100 + Penalty 3132.188065 = -1654906.612035
  nChanged 152
		SP:Iteration 24Q (2024.080000 sec): 3 clusters
  Score: Raw -1658103.617958 + Penalty 3132.188065 = -1654971.429893
  nChanged 122
		SP:Iteration 25Q (2024.110000 sec): 3 clusters
  Score: Raw -1658159.919388 + Penalty 3132.188065 = -1655027.731323
  nChanged 126
		SP:Iteration 26Q (2024.140000 sec): 3 clusters
  Score: Raw -1658217.345893 + Penalty 3132.188065 = -1655085.157828
  nChanged 116
		SP:Iteration 27Q (2024.180000 sec): 3 clusters
  Score: Raw -1658265.387434 + Penalty 3132.188065 = -1655133.199369
  nChanged 104
		SP:Iteration 28Q (2024.210000 sec): 3 clusters
  Score: Raw -1658307.531264 + Penalty 3132.188065 = -1655175.343199
  nChanged 95
		SP:Iteration 29Q (2024.240000 sec): 3 clusters
  Score: Raw -1658349.863104 + Penalty 3132.188065 = -1655217.675039
  nChanged 90
		SP:Iteration 30Q (2024.270000 sec): 3 clusters
  Score: Raw -1658391.814819 + Penalty 3132.188065 = -1655259.626754
  nChanged 87
		SP:Iteration 31Q (2024.300000 sec): 3 clusters
  Score: Raw -1658435.351445 + Penalty 3132.188065 = -1655303.163380
  nChanged 84
		SP:Iteration 32Q (2024.330000 sec): 3 clusters
  Score: Raw -1658476.054041 + Penalty 3132.188065 = -1655343.865976
  nChanged 77
		SP:Iteration 33Q (2024.360000 sec): 3 clusters
  Score: Raw -1658506.454672 + Penalty 3132.188065 = -1655374.266607
  nChanged 62
		SP:Iteration 34Q (2024.400000 sec): 3 clusters
  Score: Raw -1658531.035501 + Penalty 3132.188065 = -1655398.847436
  nChanged 53
		SP:Iteration 35Q (2024.420000 sec): 3 clusters
  Score: Raw -1658547.246340 + Penalty 3132.188065 = -1655415.058275
  nChanged 42
		SP:Iteration 36Q (2024.460000 sec): 3 clusters
  Score: Raw -1658562.048533 + Penalty 3132.188065 = -1655429.860468
  nChanged 35
		SP:Iteration 37Q (2024.480000 sec): 3 clusters
  Score: Raw -1658574.309905 + Penalty 3132.188065 = -1655442.121840
  nChanged 40
		SP:Iteration 38Q (2024.520000 sec): 3 clusters
  Score: Raw -1658588.557261 + Penalty 3132.188065 = -1655456.369196
  nChanged 31
		SP:Iteration 39Q (2024.540000 sec): 3 clusters
  Score: Raw -1658598.962443 + Penalty 3132.188065 = -1655466.774378
  nChanged 23
		SP:Iteration 40F (2024.580000 sec): 3 clusters
  Score: Raw -1658607.245306 + Penalty 3132.188065 = -1655475.057241
  nChanged 23
		SP:Iteration 41Q (2024.620000 sec): 3 clusters
  Score: Raw -1658615.004931 + Penalty 3132.188065 = -1655482.816866
  nChanged 25
		SP:Iteration 42Q (2024.640000 sec): 3 clusters
  Score: Raw -1658624.819344 + Penalty 3132.188065 = -1655492.631280
  nChanged 23
		SP:Iteration 43Q (2024.670000 sec): 3 clusters
  Score: Raw -1658634.241804 + Penalty 3132.188065 = -1655502.053739
  nChanged 22
		SP:Iteration 44Q (2024.700000 sec): 3 clusters
  Score: Raw -1658641.409826 + Penalty 3132.188065 = -1655509.221762
  nChanged 16
		SP:Iteration 45Q (2024.730000 sec): 3 clusters
  Score: Raw -1658646.684129 + Penalty 3132.188065 = -1655514.496064
  nChanged 15
		SP:Iteration 46Q (2024.760000 sec): 3 clusters
  Score: Raw -1658652.368459 + Penalty 3132.188065 = -1655520.180394
  nChanged 11
		SP:Iteration 47Q (2024.790000 sec): 3 clusters
  Score: Raw -1658656.164348 + Penalty 3132.188065 = -1655523.976283
  nChanged 11
		SP:Iteration 48Q (2024.820000 sec): 3 clusters
  Score: Raw -1658659.052566 + Penalty 3132.188065 = -1655526.864501
  nChanged 11
		SP:Iteration 49Q (2024.850000 sec): 3 clusters
  Score: Raw -1658663.534811 + Penalty 3132.188065 = -1655531.346746
  nChanged 13
		SP:Iteration 50Q (2024.880000 sec): 3 clusters
  Score: Raw -1658667.241780 + Penalty 3132.188065 = -1655535.053715
  nChanged 10
		SP:Iteration 51Q (2024.910000 sec): 3 clusters
  Score: Raw -1658669.473992 + Penalty 3132.188065 = -1655537.285927
  nChanged 6
		SP:Iteration 52Q (2024.940000 sec): 3 clusters
  Score: Raw -1658671.527317 + Penalty 3132.188065 = -1655539.339252
  nChanged 9
		SP:Iteration 53Q (2024.970000 sec): 3 clusters
  Score: Raw -1658674.958724 + Penalty 3132.188065 = -1655542.770659
  nChanged 12
		SP:Iteration 54Q (2025.000000 sec): 3 clusters
  Score: Raw -1658678.850538 + Penalty 3132.188065 = -1655546.662473
  nChanged 13
		SP:Iteration 55Q (2025.030000 sec): 3 clusters
  Score: Raw -1658682.448511 + Penalty 3132.188065 = -1655550.260446
  nChanged 6
		SP:Iteration 56Q (2025.060000 sec): 3 clusters
  Score: Raw -1658684.062165 + Penalty 3132.188065 = -1655551.874100
  nChanged 6
		SP:Iteration 57Q (2025.090000 sec): 3 clusters
  Score: Raw -1658685.671282 + Penalty 3132.188065 = -1655553.483217
  nChanged 8
		SP:Iteration 58Q (2025.120000 sec): 3 clusters
  Score: Raw -1658687.887786 + Penalty 3132.188065 = -1655555.699721
  nChanged 4
		SP:Iteration 59Q (2025.150000 sec): 3 clusters
  Score: Raw -1658689.410419 + Penalty 3132.188065 = -1655557.222354
  nChanged 5
		SP:Iteration 60F (2025.190000 sec): 3 clusters
  Score: Raw -1658691.610218 + Penalty 3132.188065 = -1655559.422153
  nChanged 8
		SP:Iteration 61Q (2025.220000 sec): 3 clusters
  Score: Raw -1658694.606645 + Penalty 3132.188065 = -1655562.418580
  nChanged 4
		SP:Iteration 62Q (2025.250000 sec): 3 clusters
  Score: Raw -1658695.844592 + Penalty 3132.188065 = -1655563.656527
  nChanged 6
		SP:Iteration 63Q (2025.280000 sec): 3 clusters
  Score: Raw -1658697.646631 + Penalty 3132.188065 = -1655565.458566
  nChanged 3
		SP:Iteration 64Q (2025.300000 sec): 3 clusters
  Score: Raw -1658698.257088 + Penalty 3132.188065 = -1655566.069023
  nChanged 2
		SP:Iteration 65Q (2025.340000 sec): 3 clusters
  Score: Raw -1658698.854905 + Penalty 3132.188065 = -1655566.666840
  nChanged 0
		SP:Iteration 66F (2025.370000 sec): 3 clusters
  Score: Raw -1658698.854905 + Penalty 3132.188065 = -1655566.666840
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (1829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2025.390000 sec): 2 clusters
  Score: Raw -191613.321185 + Penalty 1220.622755 = -190392.698430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2025.390000 sec): 3 clusters
  Score: Raw -191055.874279 + Penalty 2441.245511 = -188614.628769
  nChanged 699
		SP:Iteration 1F (2025.400000 sec): 3 clusters
  Score: Raw -192384.856211 + Penalty 2441.245511 = -189943.610700
  nChanged 308
		SP:Iteration 2F (2025.400000 sec): 3 clusters
  Score: Raw -196073.631348 + Penalty 2441.245511 = -193632.385837
  nChanged 489
		SP:Iteration 3F (2025.410000 sec): 3 clusters
  Score: Raw -198913.757193 + Penalty 2441.245511 = -196472.511682
  nChanged 60
		SP:Iteration 4Q (2025.410000 sec): 3 clusters
  Score: Raw -200128.954508 + Penalty 2441.245511 = -197687.708997
  nChanged 6
		SP:Iteration 5Q (2025.410000 sec): 3 clusters
  Score: Raw -200251.835935 + Penalty 2441.245511 = -197810.590425
  nChanged 0
		SP:Iteration 6F (2025.420000 sec): 3 clusters
  Score: Raw -200251.835935 + Penalty 2441.245511 = -197810.590425
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (321498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2026.400000 sec): 2 clusters
  Score: Raw -37269047.833504 + Penalty 2060.621323 = -37266987.212181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2027.270000 sec): 3 clusters
  Score: Raw -37054100.409453 + Penalty 4121.242646 = -37049979.166808
  nChanged 156324
		SP:Iteration 1F (2028.140000 sec): 3 clusters
  Score: Raw -37148993.923225 + Penalty 4121.242646 = -37144872.680580
  nChanged 10023
		SP:Iteration 2Q (2029.030000 sec): 3 clusters
  Score: Raw -37151404.123560 + Penalty 4121.242646 = -37147282.880914
  nChanged 11461
		SP:Iteration 3Q (2029.930000 sec): 3 clusters
  Score: Raw -37154790.977786 + Penalty 4121.242646 = -37150669.735141
  nChanged 13450
		SP:Iteration 4Q (2030.820000 sec): 3 clusters
  Score: Raw -37159711.661840 + Penalty 4121.242646 = -37155590.419195
  nChanged 15674
		SP:Iteration 5Q (2031.720000 sec): 3 clusters
  Score: Raw -37167090.428324 + Penalty 4121.242646 = -37162969.185678
  nChanged 18128
		SP:Iteration 6F (2032.580000 sec): 3 clusters
  Score: Raw -37178173.583728 + Penalty 4121.242646 = -37174052.341082
  nChanged 19860
		SP:Iteration 7F (2033.440000 sec): 3 clusters
  Score: Raw -37193198.132869 + Penalty 4121.242646 = -37189076.890223
  nChanged 19509
		SP:Iteration 8F (2034.290000 sec): 3 clusters
  Score: Raw -37209615.697567 + Penalty 4121.242646 = -37205494.454921
  nChanged 16605
		SP:Iteration 9F (2035.160000 sec): 3 clusters
  Score: Raw -37222337.677805 + Penalty 4121.242646 = -37218216.435159
  nChanged 12427
		SP:Iteration 10Q (2036.000000 sec): 3 clusters
  Score: Raw -37229674.818537 + Penalty 4121.242646 = -37225553.575891
  nChanged 8579
		SP:Iteration 11Q (2036.800000 sec): 3 clusters
  Score: Raw -37233870.038801 + Penalty 4121.242646 = -37229748.796155
  nChanged 6961
		SP:Iteration 12Q (2037.590000 sec): 3 clusters
  Score: Raw -37237084.514660 + Penalty 4121.242646 = -37232963.272015
  nChanged 6395
		SP:Iteration 13Q (2038.350000 sec): 3 clusters
  Score: Raw -37239966.514363 + Penalty 4121.242646 = -37235845.271717
  nChanged 6225
		SP:Iteration 14Q (2039.110000 sec): 3 clusters
  Score: Raw -37242859.399683 + Penalty 4121.242646 = -37238738.157037
  nChanged 6148
		SP:Iteration 15Q (2039.850000 sec): 3 clusters
  Score: Raw -37245853.729035 + Penalty 4121.242646 = -37241732.486390
  nChanged 5940
		SP:Iteration 16Q (2040.580000 sec): 3 clusters
  Score: Raw -37248925.177222 + Penalty 4121.242646 = -37244803.934576
  nChanged 5774
		SP:Iteration 17Q (2041.290000 sec): 3 clusters
  Score: Raw -37252129.123338 + Penalty 4121.242646 = -37248007.880693
  nChanged 5396
		SP:Iteration 18Q (2041.980000 sec): 3 clusters
  Score: Raw -37255264.118279 + Penalty 4121.242646 = -37251142.875633
  nChanged 4757
		SP:Iteration 19Q (2042.660000 sec): 3 clusters
  Score: Raw -37258136.185315 + Penalty 4121.242646 = -37254014.942670
  nChanged 4260
		SP:Iteration 20F (2043.510000 sec): 3 clusters
  Score: Raw -37260809.882900 + Penalty 4121.242646 = -37256688.640254
  nChanged 3587
		SP:Iteration 21Q (2044.160000 sec): 3 clusters
  Score: Raw -37263109.223920 + Penalty 4121.242646 = -37258987.981275
  nChanged 2899
		SP:Iteration 22Q (2044.790000 sec): 3 clusters
  Score: Raw -37265003.067433 + Penalty 4121.242646 = -37260881.824787
  nChanged 2248
		SP:Iteration 23Q (2045.410000 sec): 3 clusters
  Score: Raw -37266435.713777 + Penalty 4121.242646 = -37262314.471132
  nChanged 1574
		SP:Iteration 24Q (2046.010000 sec): 3 clusters
  Score: Raw -37267407.190106 + Penalty 4121.242646 = -37263285.947461
  nChanged 1124
		SP:Iteration 25Q (2046.620000 sec): 3 clusters
  Score: Raw -37268101.747450 + Penalty 4121.242646 = -37263980.504804
  nChanged 731
		SP:Iteration 26Q (2047.210000 sec): 3 clusters
  Score: Raw -37268531.457967 + Penalty 4121.242646 = -37264410.215321
  nChanged 434
		SP:Iteration 27Q (2047.810000 sec): 3 clusters
  Score: Raw -37268772.480460 + Penalty 4121.242646 = -37264651.237815
  nChanged 279
		SP:Iteration 28Q (2048.400000 sec): 3 clusters
  Score: Raw -37268927.480798 + Penalty 4121.242646 = -37264806.238152
  nChanged 165
		SP:Iteration 29Q (2048.990000 sec): 3 clusters
  Score: Raw -37269037.271611 + Penalty 4121.242646 = -37264916.028965
  nChanged 125
		SP:Iteration 30Q (2049.580000 sec): 3 clusters
  Score: Raw -37269122.034643 + Penalty 4121.242646 = -37265000.791998
  nChanged 78
		SP:Iteration 31Q (2050.170000 sec): 3 clusters
  Score: Raw -37269169.627974 + Penalty 4121.242646 = -37265048.385328
  nChanged 55
		SP:Iteration 32Q (2050.760000 sec): 3 clusters
  Score: Raw -37269201.703734 + Penalty 4121.242646 = -37265080.461088
  nChanged 30
		SP:Iteration 33Q (2051.350000 sec): 3 clusters
  Score: Raw -37269220.731417 + Penalty 4121.242646 = -37265099.488772
  nChanged 27
		SP:Iteration 34Q (2051.950000 sec): 3 clusters
  Score: Raw -37269235.133685 + Penalty 4121.242646 = -37265113.891040
  nChanged 19
		SP:Iteration 35Q (2052.540000 sec): 3 clusters
  Score: Raw -37269244.525483 + Penalty 4121.242646 = -37265123.282838
  nChanged 9
		SP:Iteration 36Q (2053.130000 sec): 3 clusters
  Score: Raw -37269249.219951 + Penalty 4121.242646 = -37265127.977306
  nChanged 12
		SP:Iteration 37Q (2053.720000 sec): 3 clusters
  Score: Raw -37269256.531335 + Penalty 4121.242646 = -37265135.288690
  nChanged 13
		SP:Iteration 38Q (2054.310000 sec): 3 clusters
  Score: Raw -37269267.416859 + Penalty 4121.242646 = -37265146.174213
  nChanged 14
		SP:Iteration 39Q (2054.890000 sec): 3 clusters
  Score: Raw -37269280.014366 + Penalty 4121.242646 = -37265158.771721
  nChanged 13
		SP:Iteration 40F (2055.730000 sec): 3 clusters
  Score: Raw -37269290.058774 + Penalty 4121.242646 = -37265168.816128
  nChanged 18
		SP:Iteration 41Q (2056.320000 sec): 3 clusters
  Score: Raw -37269301.297032 + Penalty 4121.242646 = -37265180.054387
  nChanged 12
		SP:Iteration 42Q (2056.910000 sec): 3 clusters
  Score: Raw -37269309.562892 + Penalty 4121.242646 = -37265188.320247
  nChanged 9
		SP:Iteration 43Q (2057.490000 sec): 3 clusters
  Score: Raw -37269314.601388 + Penalty 4121.242646 = -37265193.358743
  nChanged 5
		SP:Iteration 44Q (2058.080000 sec): 3 clusters
  Score: Raw -37269317.526819 + Penalty 4121.242646 = -37265196.284174
  nChanged 4
		SP:Iteration 45Q (2058.660000 sec): 3 clusters
  Score: Raw -37269320.692402 + Penalty 4121.242646 = -37265199.449756
  nChanged 3
		SP:Iteration 46Q (2059.250000 sec): 3 clusters
  Score: Raw -37269323.334851 + Penalty 4121.242646 = -37265202.092205
  nChanged 4
		SP:Iteration 47Q (2059.830000 sec): 3 clusters
  Score: Raw -37269325.148514 + Penalty 4121.242646 = -37265203.905869
  nChanged 2
		SP:Iteration 48Q (2060.420000 sec): 3 clusters
  Score: Raw -37269326.046065 + Penalty 4121.242646 = -37265204.803420
  nChanged 2
		SP:Iteration 49Q (2061.000000 sec): 3 clusters
  Score: Raw -37269326.921461 + Penalty 4121.242646 = -37265205.678815
  nChanged 0
		SP:Iteration 50F (2061.850000 sec): 3 clusters
  Score: Raw -37269326.921461 + Penalty 4121.242646 = -37265205.678815
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2062.030000 sec): 2 clusters
  Score: Raw -486419.100766 + Penalty 1357.136747 = -485061.964019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2062.030000 sec): 3 clusters
  Score: Raw -484258.062464 + Penalty 2714.273494 = -481543.788970
  nChanged 1681
		SP:Iteration 1F (2062.050000 sec): 3 clusters
  Score: Raw -485150.897357 + Penalty 2714.273494 = -482436.623863
  nChanged 310
		SP:Iteration 2F (2062.060000 sec): 3 clusters
  Score: Raw -485308.700547 + Penalty 2714.273494 = -482594.427053
  nChanged 216
		SP:Iteration 3F (2062.070000 sec): 3 clusters
  Score: Raw -485418.685901 + Penalty 2714.273494 = -482704.412407
  nChanged 181
		SP:Iteration 4Q (2062.080000 sec): 3 clusters
  Score: Raw -485503.433151 + Penalty 2714.273494 = -482789.159657
  nChanged 131
		SP:Iteration 5Q (2062.090000 sec): 3 clusters
  Score: Raw -485567.529059 + Penalty 2714.273494 = -482853.255565
  nChanged 113
		SP:Iteration 6Q (2062.100000 sec): 3 clusters
  Score: Raw -485621.199675 + Penalty 2714.273494 = -482906.926181
  nChanged 95
		SP:Iteration 7Q (2062.110000 sec): 3 clusters
  Score: Raw -485657.927672 + Penalty 2714.273494 = -482943.654178
  nChanged 85
		SP:Iteration 8Q (2062.120000 sec): 3 clusters
  Score: Raw -485693.015181 + Penalty 2714.273494 = -482978.741687
  nChanged 79
		SP:Iteration 9Q (2062.130000 sec): 3 clusters
  Score: Raw -485725.036109 + Penalty 2714.273494 = -483010.762615
  nChanged 70
		SP:Iteration 10Q (2062.140000 sec): 3 clusters
  Score: Raw -485751.829824 + Penalty 2714.273494 = -483037.556330
  nChanged 70
		SP:Iteration 11Q (2062.150000 sec): 3 clusters
  Score: Raw -485782.539813 + Penalty 2714.273494 = -483068.266319
  nChanged 81
		SP:Iteration 12Q (2062.170000 sec): 3 clusters
  Score: Raw -485822.552595 + Penalty 2714.273494 = -483108.279102
  nChanged 83
		SP:Iteration 13Q (2062.170000 sec): 3 clusters
  Score: Raw -485856.407372 + Penalty 2714.273494 = -483142.133878
  nChanged 77
		SP:Iteration 14Q (2062.190000 sec): 3 clusters
  Score: Raw -485886.661251 + Penalty 2714.273494 = -483172.387757
  nChanged 75
		SP:Iteration 15Q (2062.200000 sec): 3 clusters
  Score: Raw -485922.372791 + Penalty 2714.273494 = -483208.099297
  nChanged 92
		SP:Iteration 16Q (2062.210000 sec): 3 clusters
  Score: Raw -485975.605506 + Penalty 2714.273494 = -483261.332012
  nChanged 100
		SP:Iteration 17Q (2062.220000 sec): 3 clusters
  Score: Raw -486032.889249 + Penalty 2714.273494 = -483318.615755
  nChanged 84
		SP:Iteration 18Q (2062.230000 sec): 3 clusters
  Score: Raw -486088.829934 + Penalty 2714.273494 = -483374.556440
  nChanged 92
		SP:Iteration 19Q (2062.240000 sec): 3 clusters
  Score: Raw -486160.482850 + Penalty 2714.273494 = -483446.209356
  nChanged 108
		SP:Iteration 20F (2062.250000 sec): 3 clusters
  Score: Raw -486234.747138 + Penalty 2714.273494 = -483520.473644
  nChanged 100
		SP:Iteration 21Q (2062.260000 sec): 3 clusters
  Score: Raw -486307.246802 + Penalty 2714.273494 = -483592.973308
  nChanged 93
		SP:Iteration 22Q (2062.270000 sec): 3 clusters
  Score: Raw -486369.112152 + Penalty 2714.273494 = -483654.838658
  nChanged 74
		SP:Iteration 23Q (2062.280000 sec): 3 clusters
  Score: Raw -486413.484998 + Penalty 2714.273494 = -483699.211504
  nChanged 57
		SP:Iteration 24Q (2062.290000 sec): 3 clusters
  Score: Raw -486453.188946 + Penalty 2714.273494 = -483738.915452
  nChanged 44
		SP:Iteration 25Q (2062.300000 sec): 3 clusters
  Score: Raw -486475.972583 + Penalty 2714.273494 = -483761.699089
  nChanged 35
		SP:Iteration 26Q (2062.310000 sec): 3 clusters
  Score: Raw -486498.055032 + Penalty 2714.273494 = -483783.781538
  nChanged 34
		SP:Iteration 27Q (2062.320000 sec): 3 clusters
  Score: Raw -486516.667145 + Penalty 2714.273494 = -483802.393651
  nChanged 24
		SP:Iteration 28Q (2062.330000 sec): 3 clusters
  Score: Raw -486527.813302 + Penalty 2714.273494 = -483813.539808
  nChanged 20
		SP:Iteration 29Q (2062.340000 sec): 3 clusters
  Score: Raw -486539.021493 + Penalty 2714.273494 = -483824.747999
  nChanged 15
		SP:Iteration 30Q (2062.350000 sec): 3 clusters
  Score: Raw -486546.731145 + Penalty 2714.273494 = -483832.457651
  nChanged 16
		SP:Iteration 31Q (2062.360000 sec): 3 clusters
  Score: Raw -486553.955751 + Penalty 2714.273494 = -483839.682257
  nChanged 12
		SP:Iteration 32Q (2062.370000 sec): 3 clusters
  Score: Raw -486557.391620 + Penalty 2714.273494 = -483843.118126
  nChanged 6
		SP:Iteration 33Q (2062.370000 sec): 3 clusters
  Score: Raw -486558.789325 + Penalty 2714.273494 = -483844.515831
  nChanged 1
		SP:Iteration 34Q (2062.390000 sec): 3 clusters
  Score: Raw -486559.017200 + Penalty 2714.273494 = -483844.743706
  nChanged 2
		SP:Iteration 35Q (2062.390000 sec): 3 clusters
  Score: Raw -486560.054194 + Penalty 2714.273494 = -483845.780700
  nChanged 6
		SP:Iteration 36Q (2062.400000 sec): 3 clusters
  Score: Raw -486561.287199 + Penalty 2714.273494 = -483847.013705
  nChanged 3
		SP:Iteration 37Q (2062.410000 sec): 3 clusters
  Score: Raw -486562.328154 + Penalty 2714.273494 = -483848.054660
  nChanged 4
		SP:Iteration 38Q (2062.420000 sec): 3 clusters
  Score: Raw -486563.962277 + Penalty 2714.273494 = -483849.688783
  nChanged 5
		SP:Iteration 39Q (2062.430000 sec): 3 clusters
  Score: Raw -486565.902325 + Penalty 2714.273494 = -483851.628831
  nChanged 6
		SP:Iteration 40F (2062.440000 sec): 3 clusters
  Score: Raw -486568.120429 + Penalty 2714.273494 = -483853.846935
  nChanged 4
		SP:Iteration 41Q (2062.450000 sec): 3 clusters
  Score: Raw -486569.449414 + Penalty 2714.273494 = -483855.175921
  nChanged 5
		SP:Iteration 42Q (2062.460000 sec): 3 clusters
  Score: Raw -486570.740961 + Penalty 2714.273494 = -483856.467467
  nChanged 1
		SP:Iteration 43Q (2062.470000 sec): 3 clusters
  Score: Raw -486571.097279 + Penalty 2714.273494 = -483856.823785
  nChanged 2
		SP:Iteration 44Q (2062.480000 sec): 3 clusters
  Score: Raw -486571.501955 + Penalty 2714.273494 = -483857.228461
  nChanged 3
		SP:Iteration 45Q (2062.490000 sec): 3 clusters
  Score: Raw -486572.799918 + Penalty 2714.273494 = -483858.526424
  nChanged 5
		SP:Iteration 46Q (2062.500000 sec): 3 clusters
  Score: Raw -486574.446202 + Penalty 2714.273494 = -483860.172708
  nChanged 3
		SP:Iteration 47Q (2062.510000 sec): 3 clusters
  Score: Raw -486576.109041 + Penalty 2714.273494 = -483861.835547
  nChanged 3
		SP:Iteration 48Q (2062.510000 sec): 3 clusters
  Score: Raw -486576.976767 + Penalty 2714.273494 = -483862.703273
  nChanged 3
		SP:Iteration 49Q (2062.530000 sec): 3 clusters
  Score: Raw -486577.729982 + Penalty 2714.273494 = -483863.456488
  nChanged 2
		SP:Iteration 50Q (2062.530000 sec): 3 clusters
  Score: Raw -486578.905612 + Penalty 2714.273494 = -483864.632118
  nChanged 4
		SP:Iteration 51Q (2062.540000 sec): 3 clusters
  Score: Raw -486580.458456 + Penalty 2714.273494 = -483866.184962
  nChanged 0
		SP:Iteration 52F (2062.550000 sec): 3 clusters
  Score: Raw -486580.458456 + Penalty 2714.273494 = -483866.184962
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (22473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2062.630000 sec): 2 clusters
  Score: Raw -2650110.260807 + Penalty 1628.261353 = -2648481.999454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2062.690000 sec): 3 clusters
  Score: Raw -2636533.645532 + Penalty 3256.522707 = -2633277.122825
  nChanged 10176
		SP:Iteration 1F (2062.750000 sec): 3 clusters
  Score: Raw -2642076.902015 + Penalty 3256.522707 = -2638820.379308
  nChanged 881
		SP:Iteration 2Q (2062.810000 sec): 3 clusters
  Score: Raw -2642328.494500 + Penalty 3256.522707 = -2639071.971793
  nChanged 850
		SP:Iteration 3Q (2062.870000 sec): 3 clusters
  Score: Raw -2642569.580046 + Penalty 3256.522707 = -2639313.057339
  nChanged 764
		SP:Iteration 4Q (2062.930000 sec): 3 clusters
  Score: Raw -2642795.722649 + Penalty 3256.522707 = -2639539.199942
  nChanged 757
		SP:Iteration 5Q (2062.990000 sec): 3 clusters
  Score: Raw -2643012.844757 + Penalty 3256.522707 = -2639756.322050
  nChanged 740
		SP:Iteration 6Q (2063.050000 sec): 3 clusters
  Score: Raw -2643237.015681 + Penalty 3256.522707 = -2639980.492974
  nChanged 760
		SP:Iteration 7Q (2063.110000 sec): 3 clusters
  Score: Raw -2643488.556619 + Penalty 3256.522707 = -2640232.033912
  nChanged 829
		SP:Iteration 8Q (2063.170000 sec): 3 clusters
  Score: Raw -2643798.241427 + Penalty 3256.522707 = -2640541.718720
  nChanged 888
		SP:Iteration 9Q (2063.230000 sec): 3 clusters
  Score: Raw -2644211.900081 + Penalty 3256.522707 = -2640955.377374
  nChanged 1045
		SP:Iteration 10Q (2063.290000 sec): 3 clusters
  Score: Raw -2644774.325257 + Penalty 3256.522707 = -2641517.802550
  nChanged 1112
		SP:Iteration 11Q (2063.350000 sec): 3 clusters
  Score: Raw -2645494.694303 + Penalty 3256.522707 = -2642238.171596
  nChanged 1135
		SP:Iteration 12F (2063.410000 sec): 3 clusters
  Score: Raw -2646259.374018 + Penalty 3256.522707 = -2643002.851311
  nChanged 1011
		SP:Iteration 13Q (2063.470000 sec): 3 clusters
  Score: Raw -2646913.454023 + Penalty 3256.522707 = -2643656.931316
  nChanged 870
		SP:Iteration 14Q (2063.530000 sec): 3 clusters
  Score: Raw -2647468.787589 + Penalty 3256.522707 = -2644212.264882
  nChanged 703
		SP:Iteration 15Q (2063.590000 sec): 3 clusters
  Score: Raw -2647891.720766 + Penalty 3256.522707 = -2644635.198059
  nChanged 562
		SP:Iteration 16Q (2063.650000 sec): 3 clusters
  Score: Raw -2648201.958835 + Penalty 3256.522707 = -2644945.436128
  nChanged 427
		SP:Iteration 17Q (2063.710000 sec): 3 clusters
  Score: Raw -2648432.726651 + Penalty 3256.522707 = -2645176.203944
  nChanged 374
		SP:Iteration 18Q (2063.760000 sec): 3 clusters
  Score: Raw -2648620.448960 + Penalty 3256.522707 = -2645363.926253
  nChanged 351
		SP:Iteration 19Q (2063.810000 sec): 3 clusters
  Score: Raw -2648812.358483 + Penalty 3256.522707 = -2645555.835776
  nChanged 347
		SP:Iteration 20F (2063.870000 sec): 3 clusters
  Score: Raw -2648989.093791 + Penalty 3256.522707 = -2645732.571084
  nChanged 314
		SP:Iteration 21Q (2063.930000 sec): 3 clusters
  Score: Raw -2649137.465317 + Penalty 3256.522707 = -2645880.942610
  nChanged 297
		SP:Iteration 22Q (2063.980000 sec): 3 clusters
  Score: Raw -2649260.279774 + Penalty 3256.522707 = -2646003.757067
  nChanged 252
		SP:Iteration 23Q (2064.030000 sec): 3 clusters
  Score: Raw -2649359.365665 + Penalty 3256.522707 = -2646102.842958
  nChanged 224
		SP:Iteration 24Q (2064.080000 sec): 3 clusters
  Score: Raw -2649447.396842 + Penalty 3256.522707 = -2646190.874135
  nChanged 216
		SP:Iteration 25Q (2064.130000 sec): 3 clusters
  Score: Raw -2649532.942108 + Penalty 3256.522707 = -2646276.419401
  nChanged 204
		SP:Iteration 26Q (2064.180000 sec): 3 clusters
  Score: Raw -2649611.776360 + Penalty 3256.522707 = -2646355.253653
  nChanged 207
		SP:Iteration 27Q (2064.230000 sec): 3 clusters
  Score: Raw -2649687.993303 + Penalty 3256.522707 = -2646431.470596
  nChanged 182
		SP:Iteration 28Q (2064.280000 sec): 3 clusters
  Score: Raw -2649751.370980 + Penalty 3256.522707 = -2646494.848273
  nChanged 162
		SP:Iteration 29Q (2064.330000 sec): 3 clusters
  Score: Raw -2649797.492591 + Penalty 3256.522707 = -2646540.969885
  nChanged 137
		SP:Iteration 30Q (2064.380000 sec): 3 clusters
  Score: Raw -2649839.073696 + Penalty 3256.522707 = -2646582.550989
  nChanged 140
		SP:Iteration 31Q (2064.430000 sec): 3 clusters
  Score: Raw -2649880.839834 + Penalty 3256.522707 = -2646624.317127
  nChanged 117
		SP:Iteration 32Q (2064.470000 sec): 3 clusters
  Score: Raw -2649913.109775 + Penalty 3256.522707 = -2646656.587068
  nChanged 101
		SP:Iteration 33Q (2064.520000 sec): 3 clusters
  Score: Raw -2649940.096272 + Penalty 3256.522707 = -2646683.573565
  nChanged 107
		SP:Iteration 34Q (2064.570000 sec): 3 clusters
  Score: Raw -2649970.416671 + Penalty 3256.522707 = -2646713.893964
  nChanged 107
		SP:Iteration 35Q (2064.620000 sec): 3 clusters
  Score: Raw -2650003.100144 + Penalty 3256.522707 = -2646746.577437
  nChanged 101
		SP:Iteration 36Q (2064.670000 sec): 3 clusters
  Score: Raw -2650034.133731 + Penalty 3256.522707 = -2646777.611024
  nChanged 97
		SP:Iteration 37Q (2064.710000 sec): 3 clusters
  Score: Raw -2650064.192306 + Penalty 3256.522707 = -2646807.669599
  nChanged 83
		SP:Iteration 38Q (2064.760000 sec): 3 clusters
  Score: Raw -2650089.185573 + Penalty 3256.522707 = -2646832.662866
  nChanged 90
		SP:Iteration 39Q (2064.810000 sec): 3 clusters
  Score: Raw -2650116.009267 + Penalty 3256.522707 = -2646859.486560
  nChanged 82
		SP:Iteration 40F (2064.860000 sec): 3 clusters
  Score: Raw -2650141.499189 + Penalty 3256.522707 = -2646884.976482
  nChanged 81
		SP:Iteration 41Q (2064.910000 sec): 3 clusters
  Score: Raw -2650169.465240 + Penalty 3256.522707 = -2646912.942533
  nChanged 80
		SP:Iteration 42Q (2064.950000 sec): 3 clusters
  Score: Raw -2650192.753501 + Penalty 3256.522707 = -2646936.230794
  nChanged 57
		SP:Iteration 43Q (2065.000000 sec): 3 clusters
  Score: Raw -2650208.692672 + Penalty 3256.522707 = -2646952.169965
  nChanged 43
		SP:Iteration 44Q (2065.050000 sec): 3 clusters
  Score: Raw -2650220.012263 + Penalty 3256.522707 = -2646963.489556
  nChanged 51
		SP:Iteration 45Q (2065.090000 sec): 3 clusters
  Score: Raw -2650232.511665 + Penalty 3256.522707 = -2646975.988958
  nChanged 44
		SP:Iteration 46Q (2065.140000 sec): 3 clusters
  Score: Raw -2650244.859136 + Penalty 3256.522707 = -2646988.336429
  nChanged 45
		SP:Iteration 47Q (2065.180000 sec): 3 clusters
  Score: Raw -2650257.119214 + Penalty 3256.522707 = -2647000.596507
  nChanged 52
		SP:Iteration 48Q (2065.230000 sec): 3 clusters
  Score: Raw -2650272.167718 + Penalty 3256.522707 = -2647015.645012
  nChanged 50
		SP:Iteration 49Q (2065.270000 sec): 3 clusters
  Score: Raw -2650288.469610 + Penalty 3256.522707 = -2647031.946903
  nChanged 41
		SP:Iteration 50Q (2065.310000 sec): 3 clusters
  Score: Raw -2650299.692947 + Penalty 3256.522707 = -2647043.170240
  nChanged 36
		SP:Iteration 51Q (2065.360000 sec): 3 clusters
  Score: Raw -2650307.502343 + Penalty 3256.522707 = -2647050.979636
  nChanged 19
		SP:Iteration 52Q (2065.410000 sec): 3 clusters
  Score: Raw -2650310.767894 + Penalty 3256.522707 = -2647054.245187
  nChanged 14
		SP:Iteration 53Q (2065.450000 sec): 3 clusters
  Score: Raw -2650312.816938 + Penalty 3256.522707 = -2647056.294231
  nChanged 11
		SP:Iteration 54Q (2065.500000 sec): 3 clusters
  Score: Raw -2650315.074904 + Penalty 3256.522707 = -2647058.552197
  nChanged 11
		SP:Iteration 55Q (2065.540000 sec): 3 clusters
  Score: Raw -2650316.851512 + Penalty 3256.522707 = -2647060.328805
  nChanged 5
		SP:Iteration 56Q (2065.590000 sec): 3 clusters
  Score: Raw -2650318.149367 + Penalty 3256.522707 = -2647061.626660
  nChanged 5
		SP:Iteration 57Q (2065.630000 sec): 3 clusters
  Score: Raw -2650319.090717 + Penalty 3256.522707 = -2647062.568010
  nChanged 4
		SP:Iteration 58Q (2065.680000 sec): 3 clusters
  Score: Raw -2650319.871163 + Penalty 3256.522707 = -2647063.348456
  nChanged 4
		SP:Iteration 59Q (2065.730000 sec): 3 clusters
  Score: Raw -2650320.332304 + Penalty 3256.522707 = -2647063.809597
  nChanged 4
		SP:Iteration 60F (2065.790000 sec): 3 clusters
  Score: Raw -2650320.702286 + Penalty 3256.522707 = -2647064.179579
  nChanged 2
		SP:Iteration 61Q (2065.830000 sec): 3 clusters
  Score: Raw -2650320.872631 + Penalty 3256.522707 = -2647064.349924
  nChanged 1
		SP:Iteration 62Q (2065.870000 sec): 3 clusters
  Score: Raw -2650321.165561 + Penalty 3256.522707 = -2647064.642854
  nChanged 2
		SP:Iteration 63Q (2065.910000 sec): 3 clusters
  Score: Raw -2650321.432792 + Penalty 3256.522707 = -2647064.910085
  nChanged 2
		SP:Iteration 64Q (2065.960000 sec): 3 clusters
  Score: Raw -2650321.736547 + Penalty 3256.522707 = -2647065.213841
  nChanged 3
		SP:Iteration 65Q (2066.000000 sec): 3 clusters
  Score: Raw -2650322.234481 + Penalty 3256.522707 = -2647065.711774
  nChanged 4
		SP:Iteration 66Q (2066.050000 sec): 3 clusters
  Score: Raw -2650322.821115 + Penalty 3256.522707 = -2647066.298408
  nChanged 5
		SP:Iteration 67Q (2066.090000 sec): 3 clusters
  Score: Raw -2650323.722983 + Penalty 3256.522707 = -2647067.200277
  nChanged 6
		SP:Iteration 68Q (2066.130000 sec): 3 clusters
  Score: Raw -2650324.673889 + Penalty 3256.522707 = -2647068.151182
  nChanged 7
		SP:Iteration 69Q (2066.180000 sec): 3 clusters
  Score: Raw -2650325.705477 + Penalty 3256.522707 = -2647069.182770
  nChanged 9
		SP:Iteration 70Q (2066.220000 sec): 3 clusters
  Score: Raw -2650327.330384 + Penalty 3256.522707 = -2647070.807677
  nChanged 4
		SP:Iteration 71Q (2066.260000 sec): 3 clusters
  Score: Raw -2650328.194898 + Penalty 3256.522707 = -2647071.672191
  nChanged 3
		SP:Iteration 72Q (2066.310000 sec): 3 clusters
  Score: Raw -2650328.663745 + Penalty 3256.522707 = -2647072.141039
  nChanged 0
		SP:Iteration 73F (2066.370000 sec): 3 clusters
  Score: Raw -2650328.663745 + Penalty 3256.522707 = -2647072.141039
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2066.390000 sec): 2 clusters
  Score: Raw -784979.595127 + Penalty 1433.387643 = -783546.207484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2066.410000 sec): 3 clusters
  Score: Raw -781315.630362 + Penalty 2866.775286 = -778448.855076
  nChanged 2829
		SP:Iteration 1F (2066.430000 sec): 3 clusters
  Score: Raw -782812.968806 + Penalty 2866.775286 = -779946.193521
  nChanged 423
		SP:Iteration 2F (2066.450000 sec): 3 clusters
  Score: Raw -783012.866090 + Penalty 2866.775286 = -780146.090804
  nChanged 348
		SP:Iteration 3F (2066.460000 sec): 3 clusters
  Score: Raw -783171.072222 + Penalty 2866.775286 = -780304.296936
  nChanged 275
		SP:Iteration 4Q (2066.480000 sec): 3 clusters
  Score: Raw -783303.271763 + Penalty 2866.775286 = -780436.496477
  nChanged 266
		SP:Iteration 5Q (2066.500000 sec): 3 clusters
  Score: Raw -783420.196411 + Penalty 2866.775286 = -780553.421126
  nChanged 232
		SP:Iteration 6Q (2066.510000 sec): 3 clusters
  Score: Raw -783531.333037 + Penalty 2866.775286 = -780664.557751
  nChanged 211
		SP:Iteration 7Q (2066.530000 sec): 3 clusters
  Score: Raw -783629.854100 + Penalty 2866.775286 = -780763.078814
  nChanged 200
		SP:Iteration 8Q (2066.550000 sec): 3 clusters
  Score: Raw -783730.844371 + Penalty 2866.775286 = -780864.069085
  nChanged 210
		SP:Iteration 9Q (2066.560000 sec): 3 clusters
  Score: Raw -783836.117161 + Penalty 2866.775286 = -780969.341875
  nChanged 225
		SP:Iteration 10Q (2066.580000 sec): 3 clusters
  Score: Raw -783957.395742 + Penalty 2866.775286 = -781090.620456
  nChanged 232
		SP:Iteration 11Q (2066.600000 sec): 3 clusters
  Score: Raw -784094.103647 + Penalty 2866.775286 = -781227.328361
  nChanged 234
		SP:Iteration 12Q (2066.610000 sec): 3 clusters
  Score: Raw -784233.968869 + Penalty 2866.775286 = -781367.193583
  nChanged 253
		SP:Iteration 13Q (2066.630000 sec): 3 clusters
  Score: Raw -784382.408904 + Penalty 2866.775286 = -781515.633618
  nChanged 234
		SP:Iteration 14Q (2066.650000 sec): 3 clusters
  Score: Raw -784507.797123 + Penalty 2866.775286 = -781641.021837
  nChanged 208
		SP:Iteration 15Q (2066.670000 sec): 3 clusters
  Score: Raw -784618.036536 + Penalty 2866.775286 = -781751.261250
  nChanged 192
		SP:Iteration 16Q (2066.680000 sec): 3 clusters
  Score: Raw -784721.689687 + Penalty 2866.775286 = -781854.914401
  nChanged 161
		SP:Iteration 17Q (2066.700000 sec): 3 clusters
  Score: Raw -784794.369152 + Penalty 2866.775286 = -781927.593866
  nChanged 136
		SP:Iteration 18Q (2066.710000 sec): 3 clusters
  Score: Raw -784846.519108 + Penalty 2866.775286 = -781979.743823
  nChanged 104
		SP:Iteration 19Q (2066.730000 sec): 3 clusters
  Score: Raw -784884.580575 + Penalty 2866.775286 = -782017.805289
  nChanged 77
		SP:Iteration 20F (2066.750000 sec): 3 clusters
  Score: Raw -784906.967470 + Penalty 2866.775286 = -782040.192185
  nChanged 58
		SP:Iteration 21Q (2066.760000 sec): 3 clusters
  Score: Raw -784926.741029 + Penalty 2866.775286 = -782059.965743
  nChanged 55
		SP:Iteration 22Q (2066.780000 sec): 3 clusters
  Score: Raw -784940.102663 + Penalty 2866.775286 = -782073.327378
  nChanged 43
		SP:Iteration 23Q (2066.790000 sec): 3 clusters
  Score: Raw -784949.522326 + Penalty 2866.775286 = -782082.747040
  nChanged 37
		SP:Iteration 24Q (2066.810000 sec): 3 clusters
  Score: Raw -784957.526083 + Penalty 2866.775286 = -782090.750797
  nChanged 39
		SP:Iteration 25Q (2066.830000 sec): 3 clusters
  Score: Raw -784964.815980 + Penalty 2866.775286 = -782098.040694
  nChanged 36
		SP:Iteration 26Q (2066.840000 sec): 3 clusters
  Score: Raw -784971.569871 + Penalty 2866.775286 = -782104.794585
  nChanged 26
		SP:Iteration 27Q (2066.860000 sec): 3 clusters
  Score: Raw -784976.426194 + Penalty 2866.775286 = -782109.650908
  nChanged 21
		SP:Iteration 28Q (2066.870000 sec): 3 clusters
  Score: Raw -784980.661273 + Penalty 2866.775286 = -782113.885987
  nChanged 16
		SP:Iteration 29Q (2066.890000 sec): 3 clusters
  Score: Raw -784983.740812 + Penalty 2866.775286 = -782116.965526
  nChanged 19
		SP:Iteration 30Q (2066.910000 sec): 3 clusters
  Score: Raw -784988.100088 + Penalty 2866.775286 = -782121.324802
  nChanged 26
		SP:Iteration 31Q (2066.920000 sec): 3 clusters
  Score: Raw -784994.611819 + Penalty 2866.775286 = -782127.836533
  nChanged 24
		SP:Iteration 32Q (2066.940000 sec): 3 clusters
  Score: Raw -784999.757884 + Penalty 2866.775286 = -782132.982598
  nChanged 23
		SP:Iteration 33Q (2066.950000 sec): 3 clusters
  Score: Raw -785004.243264 + Penalty 2866.775286 = -782137.467978
  nChanged 31
		SP:Iteration 34Q (2066.970000 sec): 3 clusters
  Score: Raw -785010.157863 + Penalty 2866.775286 = -782143.382577
  nChanged 25
		SP:Iteration 35Q (2066.990000 sec): 3 clusters
  Score: Raw -785016.433778 + Penalty 2866.775286 = -782149.658492
  nChanged 21
		SP:Iteration 36Q (2067.000000 sec): 3 clusters
  Score: Raw -785021.394383 + Penalty 2866.775286 = -782154.619097
  nChanged 24
		SP:Iteration 37Q (2067.020000 sec): 3 clusters
  Score: Raw -785027.279559 + Penalty 2866.775286 = -782160.504273
  nChanged 20
		SP:Iteration 38Q (2067.030000 sec): 3 clusters
  Score: Raw -785032.441798 + Penalty 2866.775286 = -782165.666512
  nChanged 19
		SP:Iteration 39Q (2067.050000 sec): 3 clusters
  Score: Raw -785036.510051 + Penalty 2866.775286 = -782169.734765
  nChanged 22
		SP:Iteration 40F (2067.070000 sec): 3 clusters
  Score: Raw -785041.083788 + Penalty 2866.775286 = -782174.308502
  nChanged 13
		SP:Iteration 41Q (2067.080000 sec): 3 clusters
  Score: Raw -785043.668082 + Penalty 2866.775286 = -782176.892797
  nChanged 13
		SP:Iteration 42Q (2067.100000 sec): 3 clusters
  Score: Raw -785046.075528 + Penalty 2866.775286 = -782179.300242
  nChanged 6
		SP:Iteration 43Q (2067.110000 sec): 3 clusters
  Score: Raw -785046.844856 + Penalty 2866.775286 = -782180.069570
  nChanged 6
		SP:Iteration 44Q (2067.130000 sec): 3 clusters
  Score: Raw -785047.964862 + Penalty 2866.775286 = -782181.189576
  nChanged 10
		SP:Iteration 45Q (2067.150000 sec): 3 clusters
  Score: Raw -785050.231457 + Penalty 2866.775286 = -782183.456171
  nChanged 12
		SP:Iteration 46Q (2067.160000 sec): 3 clusters
  Score: Raw -785052.182189 + Penalty 2866.775286 = -782185.406903
  nChanged 8
		SP:Iteration 47Q (2067.180000 sec): 3 clusters
  Score: Raw -785053.264649 + Penalty 2866.775286 = -782186.489363
  nChanged 12
		SP:Iteration 48Q (2067.190000 sec): 3 clusters
  Score: Raw -785054.982469 + Penalty 2866.775286 = -782188.207183
  nChanged 14
		SP:Iteration 49Q (2067.210000 sec): 3 clusters
  Score: Raw -785058.161253 + Penalty 2866.775286 = -782191.385967
  nChanged 14
		SP:Iteration 50Q (2067.230000 sec): 3 clusters
  Score: Raw -785061.456771 + Penalty 2866.775286 = -782194.681485
  nChanged 13
		SP:Iteration 51Q (2067.240000 sec): 3 clusters
  Score: Raw -785064.078156 + Penalty 2866.775286 = -782197.302870
  nChanged 14
		SP:Iteration 52Q (2067.260000 sec): 3 clusters
  Score: Raw -785066.550461 + Penalty 2866.775286 = -782199.775175
  nChanged 10
		SP:Iteration 53Q (2067.270000 sec): 3 clusters
  Score: Raw -785068.485261 + Penalty 2866.775286 = -782201.709975
  nChanged 11
		SP:Iteration 54Q (2067.290000 sec): 3 clusters
  Score: Raw -785072.376093 + Penalty 2866.775286 = -782205.600807
  nChanged 19
		SP:Iteration 55Q (2067.300000 sec): 3 clusters
  Score: Raw -785077.524622 + Penalty 2866.775286 = -782210.749337
  nChanged 22
		SP:Iteration 56Q (2067.320000 sec): 3 clusters
  Score: Raw -785082.642820 + Penalty 2866.775286 = -782215.867534
  nChanged 23
		SP:Iteration 57Q (2067.330000 sec): 3 clusters
  Score: Raw -785087.871492 + Penalty 2866.775286 = -782221.096207
  nChanged 34
		SP:Iteration 58Q (2067.350000 sec): 3 clusters
  Score: Raw -785096.303101 + Penalty 2866.775286 = -782229.527815
  nChanged 28
		SP:Iteration 59Q (2067.370000 sec): 3 clusters
  Score: Raw -785104.711691 + Penalty 2866.775286 = -782237.936406
  nChanged 37
		SP:Iteration 60F (2067.380000 sec): 3 clusters
  Score: Raw -785115.230688 + Penalty 2866.775286 = -782248.455403
  nChanged 37
		SP:Iteration 61Q (2067.400000 sec): 3 clusters
  Score: Raw -785127.167981 + Penalty 2866.775286 = -782260.392695
  nChanged 33
		SP:Iteration 62Q (2067.410000 sec): 3 clusters
  Score: Raw -785137.128511 + Penalty 2866.775286 = -782270.353226
  nChanged 27
		SP:Iteration 63Q (2067.430000 sec): 3 clusters
  Score: Raw -785146.625048 + Penalty 2866.775286 = -782279.849763
  nChanged 27
		SP:Iteration 64Q (2067.450000 sec): 3 clusters
  Score: Raw -785155.458994 + Penalty 2866.775286 = -782288.683708
  nChanged 26
		SP:Iteration 65Q (2067.460000 sec): 3 clusters
  Score: Raw -785162.700847 + Penalty 2866.775286 = -782295.925561
  nChanged 27
		SP:Iteration 66Q (2067.480000 sec): 3 clusters
  Score: Raw -785169.184459 + Penalty 2866.775286 = -782302.409173
  nChanged 29
		SP:Iteration 67Q (2067.490000 sec): 3 clusters
  Score: Raw -785177.143829 + Penalty 2866.775286 = -782310.368543
  nChanged 32
		SP:Iteration 68Q (2067.510000 sec): 3 clusters
  Score: Raw -785187.991970 + Penalty 2866.775286 = -782321.216684
  nChanged 20
		SP:Iteration 69Q (2067.520000 sec): 3 clusters
  Score: Raw -785196.413998 + Penalty 2866.775286 = -782329.638712
  nChanged 24
		SP:Iteration 70Q (2067.540000 sec): 3 clusters
  Score: Raw -785203.763354 + Penalty 2866.775286 = -782336.988068
  nChanged 23
		SP:Iteration 71Q (2067.550000 sec): 3 clusters
  Score: Raw -785210.253803 + Penalty 2866.775286 = -782343.478517
  nChanged 20
		SP:Iteration 72Q (2067.570000 sec): 3 clusters
  Score: Raw -785216.437167 + Penalty 2866.775286 = -782349.661881
  nChanged 23
		SP:Iteration 73Q (2067.590000 sec): 3 clusters
  Score: Raw -785224.037473 + Penalty 2866.775286 = -782357.262187
  nChanged 30
		SP:Iteration 74Q (2067.600000 sec): 3 clusters
  Score: Raw -785235.228827 + Penalty 2866.775286 = -782368.453541
  nChanged 35
		SP:Iteration 75Q (2067.610000 sec): 3 clusters
  Score: Raw -785246.265231 + Penalty 2866.775286 = -782379.489945
  nChanged 27
		SP:Iteration 76Q (2067.630000 sec): 3 clusters
  Score: Raw -785253.710796 + Penalty 2866.775286 = -782386.935510
  nChanged 24
		SP:Iteration 77Q (2067.650000 sec): 3 clusters
  Score: Raw -785260.282259 + Penalty 2866.775286 = -782393.506973
  nChanged 27
		SP:Iteration 78Q (2067.660000 sec): 3 clusters
  Score: Raw -785270.459045 + Penalty 2866.775286 = -782403.683759
  nChanged 31
		SP:Iteration 79Q (2067.680000 sec): 3 clusters
  Score: Raw -785285.971630 + Penalty 2866.775286 = -782419.196345
  nChanged 41
		SP:Iteration 80F (2067.690000 sec): 3 clusters
  Score: Raw -785304.341400 + Penalty 2866.775286 = -782437.566114
  nChanged 36
		SP:Iteration 81Q (2067.710000 sec): 3 clusters
  Score: Raw -785318.048200 + Penalty 2866.775286 = -782451.272914
  nChanged 33
		SP:Iteration 82Q (2067.720000 sec): 3 clusters
  Score: Raw -785330.887992 + Penalty 2866.775286 = -782464.112707
  nChanged 27
		SP:Iteration 83Q (2067.740000 sec): 3 clusters
  Score: Raw -785343.703467 + Penalty 2866.775286 = -782476.928181
  nChanged 37
		SP:Iteration 84Q (2067.750000 sec): 3 clusters
  Score: Raw -785360.410930 + Penalty 2866.775286 = -782493.635644
  nChanged 36
		SP:Iteration 85Q (2067.770000 sec): 3 clusters
  Score: Raw -785375.777502 + Penalty 2866.775286 = -782509.002216
  nChanged 31
		SP:Iteration 86Q (2067.780000 sec): 3 clusters
  Score: Raw -785388.663032 + Penalty 2866.775286 = -782521.887746
  nChanged 26
		SP:Iteration 87Q (2067.800000 sec): 3 clusters
  Score: Raw -785397.700976 + Penalty 2866.775286 = -782530.925691
  nChanged 22
		SP:Iteration 88Q (2067.810000 sec): 3 clusters
  Score: Raw -785404.008578 + Penalty 2866.775286 = -782537.233292
  nChanged 16
		SP:Iteration 89Q (2067.830000 sec): 3 clusters
  Score: Raw -785407.225605 + Penalty 2866.775286 = -782540.450319
  nChanged 7
		SP:Iteration 90Q (2067.840000 sec): 3 clusters
  Score: Raw -785409.255485 + Penalty 2866.775286 = -782542.480199
  nChanged 10
		SP:Iteration 91Q (2067.850000 sec): 3 clusters
  Score: Raw -785411.929956 + Penalty 2866.775286 = -782545.154670
  nChanged 10
		SP:Iteration 92Q (2067.870000 sec): 3 clusters
  Score: Raw -785414.931472 + Penalty 2866.775286 = -782548.156186
  nChanged 17
		SP:Iteration 93Q (2067.880000 sec): 3 clusters
  Score: Raw -785419.799486 + Penalty 2866.775286 = -782553.024201
  nChanged 10
		SP:Iteration 94Q (2067.890000 sec): 3 clusters
  Score: Raw -785422.959243 + Penalty 2866.775286 = -782556.183957
  nChanged 6
		SP:Iteration 95Q (2067.910000 sec): 3 clusters
  Score: Raw -785424.418506 + Penalty 2866.775286 = -782557.643220
  nChanged 5
		SP:Iteration 96Q (2067.930000 sec): 3 clusters
  Score: Raw -785425.694872 + Penalty 2866.775286 = -782558.919586
  nChanged 7
		SP:Iteration 97Q (2067.940000 sec): 3 clusters
  Score: Raw -785427.039568 + Penalty 2866.775286 = -782560.264282
  nChanged 7
		SP:Iteration 98Q (2067.950000 sec): 3 clusters
  Score: Raw -785428.399406 + Penalty 2866.775286 = -782561.624120
  nChanged 2
		SP:Iteration 99Q (2067.970000 sec): 3 clusters
  Score: Raw -785428.567007 + Penalty 2866.775286 = -782561.791721
  nChanged 1
		SP:Iteration 100F (2067.980000 sec): 3 clusters
  Score: Raw -785428.871656 + Penalty 2866.775286 = -782562.096371
  nChanged 1
		SP:Iteration 101Q (2068.000000 sec): 3 clusters
  Score: Raw -785428.979310 + Penalty 2866.775286 = -782562.204025
  nChanged 0
		SP:Iteration 102F (2068.010000 sec): 3 clusters
  Score: Raw -785428.979310 + Penalty 2866.775286 = -782562.204025
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (5527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2068.030000 sec): 2 clusters
  Score: Raw -619701.000596 + Penalty 1400.327573 = -618300.673022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2068.050000 sec): 3 clusters
  Score: Raw -616779.294987 + Penalty 2800.655147 = -613978.639841
  nChanged 2262
		SP:Iteration 1F (2068.060000 sec): 3 clusters
  Score: Raw -618097.541109 + Penalty 2800.655147 = -615296.885962
  nChanged 392
		SP:Iteration 2F (2068.070000 sec): 3 clusters
  Score: Raw -618351.678163 + Penalty 2800.655147 = -615551.023016
  nChanged 357
		SP:Iteration 3F (2068.090000 sec): 3 clusters
  Score: Raw -618625.532362 + Penalty 2800.655147 = -615824.877215
  nChanged 321
		SP:Iteration 4F (2068.100000 sec): 3 clusters
  Score: Raw -618919.475641 + Penalty 2800.655147 = -616118.820494
  nChanged 298
		SP:Iteration 5F (2068.120000 sec): 3 clusters
  Score: Raw -619198.553685 + Penalty 2800.655147 = -616397.898539
  nChanged 299
		SP:Iteration 6F (2068.130000 sec): 3 clusters
  Score: Raw -619439.599139 + Penalty 2800.655147 = -616638.943992
  nChanged 295
		SP:Iteration 7F (2068.150000 sec): 3 clusters
  Score: Raw -619667.090554 + Penalty 2800.655147 = -616866.435408
  nChanged 282
		SP:Iteration 8F (2068.160000 sec): 3 clusters
  Score: Raw -619886.101538 + Penalty 2800.655147 = -617085.446391
  nChanged 234
		SP:Iteration 9Q (2068.170000 sec): 3 clusters
  Score: Raw -620101.570705 + Penalty 2800.655147 = -617300.915558
  nChanged 222
		SP:Iteration 10Q (2068.190000 sec): 3 clusters
  Score: Raw -620347.378868 + Penalty 2800.655147 = -617546.723721
  nChanged 206
		SP:Iteration 11Q (2068.200000 sec): 3 clusters
  Score: Raw -620552.642247 + Penalty 2800.655147 = -617751.987100
  nChanged 191
		SP:Iteration 12Q (2068.210000 sec): 3 clusters
  Score: Raw -620727.931482 + Penalty 2800.655147 = -617927.276335
  nChanged 155
		SP:Iteration 13Q (2068.230000 sec): 3 clusters
  Score: Raw -620869.767063 + Penalty 2800.655147 = -618069.111916
  nChanged 137
		SP:Iteration 14Q (2068.230000 sec): 3 clusters
  Score: Raw -620973.149525 + Penalty 2800.655147 = -618172.494378
  nChanged 101
		SP:Iteration 15Q (2068.250000 sec): 3 clusters
  Score: Raw -621036.457904 + Penalty 2800.655147 = -618235.802757
  nChanged 91
		SP:Iteration 16Q (2068.260000 sec): 3 clusters
  Score: Raw -621086.670772 + Penalty 2800.655147 = -618286.015625
  nChanged 80
		SP:Iteration 17Q (2068.270000 sec): 3 clusters
  Score: Raw -621128.030366 + Penalty 2800.655147 = -618327.375219
  nChanged 56
		SP:Iteration 18Q (2068.280000 sec): 3 clusters
  Score: Raw -621155.940143 + Penalty 2800.655147 = -618355.284996
  nChanged 39
		SP:Iteration 19Q (2068.290000 sec): 3 clusters
  Score: Raw -621168.756284 + Penalty 2800.655147 = -618368.101137
  nChanged 33
		SP:Iteration 20F (2068.310000 sec): 3 clusters
  Score: Raw -621180.032944 + Penalty 2800.655147 = -618379.377797
  nChanged 23
		SP:Iteration 21Q (2068.320000 sec): 3 clusters
  Score: Raw -621188.257533 + Penalty 2800.655147 = -618387.602386
  nChanged 24
		SP:Iteration 22Q (2068.330000 sec): 3 clusters
  Score: Raw -621198.195411 + Penalty 2800.655147 = -618397.540264
  nChanged 21
		SP:Iteration 23Q (2068.340000 sec): 3 clusters
  Score: Raw -621207.122606 + Penalty 2800.655147 = -618406.467459
  nChanged 22
		SP:Iteration 24Q (2068.350000 sec): 3 clusters
  Score: Raw -621214.800453 + Penalty 2800.655147 = -618414.145306
  nChanged 19
		SP:Iteration 25Q (2068.370000 sec): 3 clusters
  Score: Raw -621220.144942 + Penalty 2800.655147 = -618419.489795
  nChanged 16
		SP:Iteration 26Q (2068.380000 sec): 3 clusters
  Score: Raw -621222.762566 + Penalty 2800.655147 = -618422.107419
  nChanged 6
		SP:Iteration 27Q (2068.390000 sec): 3 clusters
  Score: Raw -621223.831691 + Penalty 2800.655147 = -618423.176544
  nChanged 4
		SP:Iteration 28Q (2068.400000 sec): 3 clusters
  Score: Raw -621224.719064 + Penalty 2800.655147 = -618424.063917
  nChanged 5
		SP:Iteration 29Q (2068.410000 sec): 3 clusters
  Score: Raw -621226.131595 + Penalty 2800.655147 = -618425.476448
  nChanged 6
		SP:Iteration 30Q (2068.420000 sec): 3 clusters
  Score: Raw -621227.046003 + Penalty 2800.655147 = -618426.390856
  nChanged 2
		SP:Iteration 31Q (2068.430000 sec): 3 clusters
  Score: Raw -621227.451581 + Penalty 2800.655147 = -618426.796434
  nChanged 4
		SP:Iteration 32Q (2068.450000 sec): 3 clusters
  Score: Raw -621228.330537 + Penalty 2800.655147 = -618427.675390
  nChanged 6
		SP:Iteration 33Q (2068.460000 sec): 3 clusters
  Score: Raw -621229.338782 + Penalty 2800.655147 = -618428.683635
  nChanged 2
		SP:Iteration 34Q (2068.470000 sec): 3 clusters
  Score: Raw -621229.711991 + Penalty 2800.655147 = -618429.056845
  nChanged 3
		SP:Iteration 35Q (2068.480000 sec): 3 clusters
  Score: Raw -621230.509645 + Penalty 2800.655147 = -618429.854498
  nChanged 0
		SP:Iteration 36F (2068.490000 sec): 3 clusters
  Score: Raw -621230.509645 + Penalty 2800.655147 = -618429.854498
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2068.510000 sec): 2 clusters
  Score: Raw -149062.789184 + Penalty 1180.972882 = -147881.816302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2068.510000 sec): 3 clusters
  Score: Raw -148615.943137 + Penalty 2361.945764 = -146253.997373
  nChanged 500
		SP:Iteration 1F (2068.510000 sec): 3 clusters
  Score: Raw -149403.615041 + Penalty 2361.945764 = -147041.669277
  nChanged 212
		SP:Iteration 2F (2068.520000 sec): 3 clusters
  Score: Raw -149935.246566 + Penalty 2361.945764 = -147573.300802
  nChanged 138
		SP:Iteration 3F (2068.520000 sec): 3 clusters
  Score: Raw -150216.948029 + Penalty 2361.945764 = -147855.002265
  nChanged 72
		SP:Iteration 4F (2068.530000 sec): 3 clusters
  Score: Raw -150352.576686 + Penalty 2361.945764 = -147990.630922
  nChanged 48
		SP:Iteration 5Q (2068.530000 sec): 3 clusters
  Score: Raw -150430.549549 + Penalty 2361.945764 = -148068.603785
  nChanged 23
		SP:Iteration 6Q (2068.530000 sec): 3 clusters
  Score: Raw -150453.903198 + Penalty 2361.945764 = -148091.957434
  nChanged 16
		SP:Iteration 7Q (2068.540000 sec): 3 clusters
  Score: Raw -150466.469779 + Penalty 2361.945764 = -148104.524015
  nChanged 9
		SP:Iteration 8Q (2068.540000 sec): 3 clusters
  Score: Raw -150472.114993 + Penalty 2361.945764 = -148110.169229
  nChanged 5
		SP:Iteration 9Q (2068.540000 sec): 3 clusters
  Score: Raw -150475.934325 + Penalty 2361.945764 = -148113.988561
  nChanged 9
		SP:Iteration 10Q (2068.550000 sec): 3 clusters
  Score: Raw -150484.924760 + Penalty 2361.945764 = -148122.978996
  nChanged 7
		SP:Iteration 11Q (2068.550000 sec): 3 clusters
  Score: Raw -150491.193154 + Penalty 2361.945764 = -148129.247390
  nChanged 3
		SP:Iteration 12Q (2068.550000 sec): 3 clusters
  Score: Raw -150494.181382 + Penalty 2361.945764 = -148132.235618
  nChanged 1
		SP:Iteration 13Q (2068.550000 sec): 3 clusters
  Score: Raw -150494.583198 + Penalty 2361.945764 = -148132.637434
  nChanged 0
		SP:Iteration 14F (2068.560000 sec): 3 clusters
  Score: Raw -150497.320545 + Penalty 2361.945764 = -148135.374780
  nChanged 1
		SP:Iteration 15Q (2068.560000 sec): 3 clusters
  Score: Raw -150504.002793 + Penalty 2361.945764 = -148142.057029
  nChanged 4
		SP:Iteration 16Q (2068.570000 sec): 3 clusters
  Score: Raw -150510.257070 + Penalty 2361.945764 = -148148.311306
  nChanged 2
		SP:Iteration 17Q (2068.570000 sec): 3 clusters
  Score: Raw -150517.427145 + Penalty 2361.945764 = -148155.481381
  nChanged 3
		SP:Iteration 18Q (2068.570000 sec): 3 clusters
  Score: Raw -150519.502395 + Penalty 2361.945764 = -148157.556631
  nChanged 2
		SP:Iteration 19Q (2068.570000 sec): 3 clusters
  Score: Raw -150525.955892 + Penalty 2361.945764 = -148164.010128
  nChanged 1
		SP:Iteration 20F (2068.580000 sec): 3 clusters
  Score: Raw -150526.270190 + Penalty 2361.945764 = -148164.324426
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (55436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2068.750000 sec): 2 clusters
  Score: Raw -6529075.051497 + Penalty 1774.984978 = -6527300.066519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2068.900000 sec): 3 clusters
  Score: Raw -6493845.403069 + Penalty 3549.969956 = -6490295.433113
  nChanged 26069
		SP:Iteration 1F (2069.050000 sec): 3 clusters
  Score: Raw -6508362.907751 + Penalty 3549.969956 = -6504812.937795
  nChanged 2080
		SP:Iteration 2Q (2069.200000 sec): 3 clusters
  Score: Raw -6508950.570150 + Penalty 3549.969956 = -6505400.600193
  nChanged 2157
		SP:Iteration 3Q (2069.350000 sec): 3 clusters
  Score: Raw -6509595.240641 + Penalty 3549.969956 = -6506045.270684
  nChanged 2248
		SP:Iteration 4Q (2069.510000 sec): 3 clusters
  Score: Raw -6510324.540372 + Penalty 3549.969956 = -6506774.570416
  nChanged 2416
		SP:Iteration 5Q (2069.660000 sec): 3 clusters
  Score: Raw -6511202.177346 + Penalty 3549.969956 = -6507652.207389
  nChanged 2573
		SP:Iteration 6Q (2069.810000 sec): 3 clusters
  Score: Raw -6512190.834696 + Penalty 3549.969956 = -6508640.864740
  nChanged 2684
		SP:Iteration 7Q (2069.960000 sec): 3 clusters
  Score: Raw -6513238.027405 + Penalty 3549.969956 = -6509688.057448
  nChanged 2680
		SP:Iteration 8Q (2070.120000 sec): 3 clusters
  Score: Raw -6514328.357961 + Penalty 3549.969956 = -6510778.388005
  nChanged 2740
		SP:Iteration 9Q (2070.260000 sec): 3 clusters
  Score: Raw -6515540.794919 + Penalty 3549.969956 = -6511990.824962
  nChanged 2744
		SP:Iteration 10Q (2070.420000 sec): 3 clusters
  Score: Raw -6516831.110099 + Penalty 3549.969956 = -6513281.140143
  nChanged 2790
		SP:Iteration 11F (2070.560000 sec): 3 clusters
  Score: Raw -6518279.195288 + Penalty 3549.969956 = -6514729.225332
  nChanged 2766
		SP:Iteration 12Q (2070.710000 sec): 3 clusters
  Score: Raw -6519826.669705 + Penalty 3549.969956 = -6516276.699748
  nChanged 2790
		SP:Iteration 13F (2070.860000 sec): 3 clusters
  Score: Raw -6521550.119365 + Penalty 3549.969956 = -6518000.149409
  nChanged 2658
		SP:Iteration 14Q (2071.010000 sec): 3 clusters
  Score: Raw -6523339.497438 + Penalty 3549.969956 = -6519789.527481
  nChanged 2348
		SP:Iteration 15Q (2071.160000 sec): 3 clusters
  Score: Raw -6525094.405272 + Penalty 3549.969956 = -6521544.435316
  nChanged 1932
		SP:Iteration 16Q (2071.310000 sec): 3 clusters
  Score: Raw -6526642.872217 + Penalty 3549.969956 = -6523092.902261
  nChanged 1392
		SP:Iteration 17Q (2071.450000 sec): 3 clusters
  Score: Raw -6527818.142434 + Penalty 3549.969956 = -6524268.172478
  nChanged 831
		SP:Iteration 18Q (2071.590000 sec): 3 clusters
  Score: Raw -6528530.303333 + Penalty 3549.969956 = -6524980.333376
  nChanged 411
		SP:Iteration 19Q (2071.710000 sec): 3 clusters
  Score: Raw -6528904.726469 + Penalty 3549.969956 = -6525354.756513
  nChanged 175
		SP:Iteration 20F (2071.860000 sec): 3 clusters
  Score: Raw -6529076.709273 + Penalty 3549.969956 = -6525526.739317
  nChanged 82
		SP:Iteration 21Q (2071.970000 sec): 3 clusters
  Score: Raw -6529151.348584 + Penalty 3549.969956 = -6525601.378627
  nChanged 39
		SP:Iteration 22Q (2072.080000 sec): 3 clusters
  Score: Raw -6529192.238625 + Penalty 3549.969956 = -6525642.268669
  nChanged 28
		SP:Iteration 23Q (2072.180000 sec): 3 clusters
  Score: Raw -6529225.510721 + Penalty 3549.969956 = -6525675.540765
  nChanged 19
		SP:Iteration 24Q (2072.290000 sec): 3 clusters
  Score: Raw -6529246.786219 + Penalty 3549.969956 = -6525696.816262
  nChanged 11
		SP:Iteration 25Q (2072.400000 sec): 3 clusters
  Score: Raw -6529260.150586 + Penalty 3549.969956 = -6525710.180630
  nChanged 8
		SP:Iteration 26Q (2072.500000 sec): 3 clusters
  Score: Raw -6529270.164341 + Penalty 3549.969956 = -6525720.194384
  nChanged 3
		SP:Iteration 27Q (2072.610000 sec): 3 clusters
  Score: Raw -6529274.406281 + Penalty 3549.969956 = -6525724.436325
  nChanged 3
		SP:Iteration 28Q (2072.710000 sec): 3 clusters
  Score: Raw -6529280.134478 + Penalty 3549.969956 = -6525730.164522
  nChanged 7
		SP:Iteration 29Q (2072.820000 sec): 3 clusters
  Score: Raw -6529287.581706 + Penalty 3549.969956 = -6525737.611750
  nChanged 3
		SP:Iteration 30Q (2072.920000 sec): 3 clusters
  Score: Raw -6529291.896616 + Penalty 3549.969956 = -6525741.926660
  nChanged 5
		SP:Iteration 31Q (2073.030000 sec): 3 clusters
  Score: Raw -6529296.976118 + Penalty 3549.969956 = -6525747.006162
  nChanged 3
		SP:Iteration 32Q (2073.130000 sec): 3 clusters
  Score: Raw -6529300.394614 + Penalty 3549.969956 = -6525750.424657
  nChanged 1
		SP:Iteration 33Q (2073.240000 sec): 3 clusters
  Score: Raw -6529303.026095 + Penalty 3549.969956 = -6525753.056139
  nChanged 2
		SP:Iteration 34Q (2073.340000 sec): 3 clusters
  Score: Raw -6529306.125182 + Penalty 3549.969956 = -6525756.155226
  nChanged 2
		SP:Iteration 35Q (2073.440000 sec): 3 clusters
  Score: Raw -6529308.896501 + Penalty 3549.969956 = -6525758.926545
  nChanged 1
		SP:Iteration 36Q (2073.540000 sec): 3 clusters
  Score: Raw -6529309.507252 + Penalty 3549.969956 = -6525759.537296
  nChanged 2
		SP:Iteration 37Q (2073.650000 sec): 3 clusters
  Score: Raw -6529310.764328 + Penalty 3549.969956 = -6525760.794372
  nChanged 1
		SP:Iteration 38Q (2073.760000 sec): 3 clusters
  Score: Raw -6529311.837658 + Penalty 3549.969956 = -6525761.867702
  nChanged 1
		SP:Iteration 39Q (2073.860000 sec): 3 clusters
  Score: Raw -6529313.382587 + Penalty 3549.969956 = -6525763.412630
  nChanged 0
		SP:Iteration 40F (2074.010000 sec): 3 clusters
  Score: Raw -6529313.382587 + Penalty 3549.969956 = -6525763.412630
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2074.040000 sec): 2 clusters
  Score: Raw -44456.624542 + Penalty 987.616865 = -43469.007677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2074.040000 sec): 3 clusters
  Score: Raw -44626.337838 + Penalty 1975.233729 = -42651.104109
  nChanged 124
		SP:Iteration 1F (2074.050000 sec): 3 clusters
  Score: Raw -44992.061347 + Penalty 1975.233729 = -43016.827618
  nChanged 57
		SP:Iteration 2F (2074.050000 sec): 3 clusters
  Score: Raw -45185.883775 + Penalty 1975.233729 = -43210.650046
  nChanged 31
		SP:Iteration 3F (2074.050000 sec): 3 clusters
  Score: Raw -45299.283808 + Penalty 1975.233729 = -43324.050078
  nChanged 15
		SP:Iteration 4Q (2074.050000 sec): 3 clusters
  Score: Raw -45350.151798 + Penalty 1975.233729 = -43374.918069
  nChanged 6
		SP:Iteration 5Q (2074.050000 sec): 3 clusters
  Score: Raw -45364.495347 + Penalty 1975.233729 = -43389.261618
  nChanged 1
		SP:Iteration 6Q (2074.050000 sec): 3 clusters
  Score: Raw -45367.310961 + Penalty 1975.233729 = -43392.077231
  nChanged 1
		SP:Iteration 7Q (2074.060000 sec): 3 clusters
  Score: Raw -45368.396659 + Penalty 1975.233729 = -43393.162930
  nChanged 0
		SP:Iteration 8F (2074.060000 sec): 3 clusters
  Score: Raw -45368.396659 + Penalty 1975.233729 = -43393.162930
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (33831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2074.170000 sec): 2 clusters
  Score: Raw -3668709.200024 + Penalty 1694.734083 = -3667014.465941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2074.260000 sec): 3 clusters
  Score: Raw -3647594.351231 + Penalty 3389.468167 = -3644204.883065
  nChanged 15691
		SP:Iteration 1F (2074.350000 sec): 3 clusters
  Score: Raw -3657011.610833 + Penalty 3389.468167 = -3653622.142666
  nChanged 2307
		SP:Iteration 2F (2074.440000 sec): 3 clusters
  Score: Raw -3658485.079927 + Penalty 3389.468167 = -3655095.611760
  nChanged 2604
		SP:Iteration 3F (2074.530000 sec): 3 clusters
  Score: Raw -3660422.853643 + Penalty 3389.468167 = -3657033.385476
  nChanged 2590
		SP:Iteration 4F (2074.620000 sec): 3 clusters
  Score: Raw -3662262.447498 + Penalty 3389.468167 = -3658872.979331
  nChanged 2335
		SP:Iteration 5F (2074.720000 sec): 3 clusters
  Score: Raw -3663763.159324 + Penalty 3389.468167 = -3660373.691158
  nChanged 2011
		SP:Iteration 6F (2074.800000 sec): 3 clusters
  Score: Raw -3664880.007892 + Penalty 3389.468167 = -3661490.539725
  nChanged 1630
		SP:Iteration 7Q (2074.900000 sec): 3 clusters
  Score: Raw -3665671.971733 + Penalty 3389.468167 = -3662282.503566
  nChanged 1272
		SP:Iteration 8Q (2074.990000 sec): 3 clusters
  Score: Raw -3666242.431277 + Penalty 3389.468167 = -3662852.963110
  nChanged 1057
		SP:Iteration 9Q (2075.080000 sec): 3 clusters
  Score: Raw -3666638.580186 + Penalty 3389.468167 = -3663249.112020
  nChanged 811
		SP:Iteration 10Q (2075.170000 sec): 3 clusters
  Score: Raw -3666905.173169 + Penalty 3389.468167 = -3663515.705002
  nChanged 624
		SP:Iteration 11Q (2075.260000 sec): 3 clusters
  Score: Raw -3667081.556560 + Penalty 3389.468167 = -3663692.088394
  nChanged 537
		SP:Iteration 12Q (2075.350000 sec): 3 clusters
  Score: Raw -3667212.931441 + Penalty 3389.468167 = -3663823.463274
  nChanged 426
		SP:Iteration 13Q (2075.440000 sec): 3 clusters
  Score: Raw -3667312.862259 + Penalty 3389.468167 = -3663923.394093
  nChanged 395
		SP:Iteration 14Q (2075.530000 sec): 3 clusters
  Score: Raw -3667393.870267 + Penalty 3389.468167 = -3664004.402101
  nChanged 332
		SP:Iteration 15Q (2075.620000 sec): 3 clusters
  Score: Raw -3667459.768154 + Penalty 3389.468167 = -3664070.299987
  nChanged 281
		SP:Iteration 16Q (2075.700000 sec): 3 clusters
  Score: Raw -3667512.730624 + Penalty 3389.468167 = -3664123.262457
  nChanged 286
		SP:Iteration 17Q (2075.790000 sec): 3 clusters
  Score: Raw -3667564.722648 + Penalty 3389.468167 = -3664175.254482
  nChanged 254
		SP:Iteration 18Q (2075.880000 sec): 3 clusters
  Score: Raw -3667613.665890 + Penalty 3389.468167 = -3664224.197723
  nChanged 258
		SP:Iteration 19Q (2075.970000 sec): 3 clusters
  Score: Raw -3667664.721402 + Penalty 3389.468167 = -3664275.253236
  nChanged 256
		SP:Iteration 20F (2076.060000 sec): 3 clusters
  Score: Raw -3667712.082640 + Penalty 3389.468167 = -3664322.614473
  nChanged 250
		SP:Iteration 21Q (2076.150000 sec): 3 clusters
  Score: Raw -3667768.161108 + Penalty 3389.468167 = -3664378.692941
  nChanged 285
		SP:Iteration 22Q (2076.240000 sec): 3 clusters
  Score: Raw -3667829.721342 + Penalty 3389.468167 = -3664440.253175
  nChanged 279
		SP:Iteration 23Q (2076.330000 sec): 3 clusters
  Score: Raw -3667895.901752 + Penalty 3389.468167 = -3664506.433585
  nChanged 298
		SP:Iteration 24Q (2076.420000 sec): 3 clusters
  Score: Raw -3667975.019215 + Penalty 3389.468167 = -3664585.551049
  nChanged 295
		SP:Iteration 25Q (2076.500000 sec): 3 clusters
  Score: Raw -3668048.829282 + Penalty 3389.468167 = -3664659.361115
  nChanged 304
		SP:Iteration 26Q (2076.590000 sec): 3 clusters
  Score: Raw -3668128.492758 + Penalty 3389.468167 = -3664739.024591
  nChanged 308
		SP:Iteration 27Q (2076.680000 sec): 3 clusters
  Score: Raw -3668208.982993 + Penalty 3389.468167 = -3664819.514826
  nChanged 302
		SP:Iteration 28Q (2076.760000 sec): 3 clusters
  Score: Raw -3668287.730342 + Penalty 3389.468167 = -3664898.262176
  nChanged 286
		SP:Iteration 29Q (2076.850000 sec): 3 clusters
  Score: Raw -3668355.859949 + Penalty 3389.468167 = -3664966.391783
  nChanged 245
		SP:Iteration 30Q (2076.940000 sec): 3 clusters
  Score: Raw -3668409.271959 + Penalty 3389.468167 = -3665019.803792
  nChanged 232
		SP:Iteration 31Q (2077.030000 sec): 3 clusters
  Score: Raw -3668450.746504 + Penalty 3389.468167 = -3665061.278337
  nChanged 212
		SP:Iteration 32Q (2077.110000 sec): 3 clusters
  Score: Raw -3668490.431177 + Penalty 3389.468167 = -3665100.963010
  nChanged 224
		SP:Iteration 33Q (2077.200000 sec): 3 clusters
  Score: Raw -3668533.977063 + Penalty 3389.468167 = -3665144.508896
  nChanged 223
		SP:Iteration 34Q (2077.290000 sec): 3 clusters
  Score: Raw -3668578.021847 + Penalty 3389.468167 = -3665188.553680
  nChanged 202
		SP:Iteration 35Q (2077.370000 sec): 3 clusters
  Score: Raw -3668626.886532 + Penalty 3389.468167 = -3665237.418366
  nChanged 233
		SP:Iteration 36Q (2077.460000 sec): 3 clusters
  Score: Raw -3668681.413030 + Penalty 3389.468167 = -3665291.944863
  nChanged 229
		SP:Iteration 37Q (2077.540000 sec): 3 clusters
  Score: Raw -3668731.407607 + Penalty 3389.468167 = -3665341.939440
  nChanged 238
		SP:Iteration 38Q (2077.620000 sec): 3 clusters
  Score: Raw -3668785.087810 + Penalty 3389.468167 = -3665395.619643
  nChanged 254
		SP:Iteration 39Q (2077.710000 sec): 3 clusters
  Score: Raw -3668848.071374 + Penalty 3389.468167 = -3665458.603208
  nChanged 259
		SP:Iteration 40F (2077.800000 sec): 3 clusters
  Score: Raw -3668919.551926 + Penalty 3389.468167 = -3665530.083759
  nChanged 262
		SP:Iteration 41Q (2077.880000 sec): 3 clusters
  Score: Raw -3668988.976662 + Penalty 3389.468167 = -3665599.508495
  nChanged 247
		SP:Iteration 42Q (2077.960000 sec): 3 clusters
  Score: Raw -3669059.637140 + Penalty 3389.468167 = -3665670.168974
  nChanged 270
		SP:Iteration 43Q (2078.050000 sec): 3 clusters
  Score: Raw -3669141.918924 + Penalty 3389.468167 = -3665752.450757
  nChanged 286
		SP:Iteration 44Q (2078.130000 sec): 3 clusters
  Score: Raw -3669228.782874 + Penalty 3389.468167 = -3665839.314707
  nChanged 276
		SP:Iteration 45Q (2078.220000 sec): 3 clusters
  Score: Raw -3669319.142311 + Penalty 3389.468167 = -3665929.674144
  nChanged 301
		SP:Iteration 46Q (2078.300000 sec): 3 clusters
  Score: Raw -3669410.309486 + Penalty 3389.468167 = -3666020.841319
  nChanged 274
		SP:Iteration 47Q (2078.380000 sec): 3 clusters
  Score: Raw -3669489.607804 + Penalty 3389.468167 = -3666100.139637
  nChanged 274
		SP:Iteration 48Q (2078.460000 sec): 3 clusters
  Score: Raw -3669572.283764 + Penalty 3389.468167 = -3666182.815598
  nChanged 271
		SP:Iteration 49Q (2078.540000 sec): 3 clusters
  Score: Raw -3669660.344911 + Penalty 3389.468167 = -3666270.876744
  nChanged 281
		SP:Iteration 50Q (2078.620000 sec): 3 clusters
  Score: Raw -3669765.252308 + Penalty 3389.468167 = -3666375.784141
  nChanged 286
		SP:Iteration 51Q (2078.700000 sec): 3 clusters
  Score: Raw -3669879.196125 + Penalty 3389.468167 = -3666489.727958
  nChanged 294
		SP:Iteration 52Q (2078.780000 sec): 3 clusters
  Score: Raw -3670003.984684 + Penalty 3389.468167 = -3666614.516517
  nChanged 338
		SP:Iteration 53Q (2078.860000 sec): 3 clusters
  Score: Raw -3670158.926807 + Penalty 3389.468167 = -3666769.458641
  nChanged 324
		SP:Iteration 54Q (2078.940000 sec): 3 clusters
  Score: Raw -3670323.028055 + Penalty 3389.468167 = -3666933.559888
  nChanged 315
		SP:Iteration 55Q (2079.020000 sec): 3 clusters
  Score: Raw -3670491.207125 + Penalty 3389.468167 = -3667101.738959
  nChanged 301
		SP:Iteration 56Q (2079.100000 sec): 3 clusters
  Score: Raw -3670647.629165 + Penalty 3389.468167 = -3667258.160998
  nChanged 260
		SP:Iteration 57Q (2079.180000 sec): 3 clusters
  Score: Raw -3670749.445141 + Penalty 3389.468167 = -3667359.976974
  nChanged 238
		SP:Iteration 58Q (2079.260000 sec): 3 clusters
  Score: Raw -3670820.541050 + Penalty 3389.468167 = -3667431.072883
  nChanged 191
		SP:Iteration 59Q (2079.330000 sec): 3 clusters
  Score: Raw -3670868.702490 + Penalty 3389.468167 = -3667479.234324
  nChanged 165
		SP:Iteration 60F (2079.420000 sec): 3 clusters
  Score: Raw -3670907.932760 + Penalty 3389.468167 = -3667518.464593
  nChanged 140
		SP:Iteration 61Q (2079.500000 sec): 3 clusters
  Score: Raw -3670936.395391 + Penalty 3389.468167 = -3667546.927224
  nChanged 115
		SP:Iteration 62Q (2079.570000 sec): 3 clusters
  Score: Raw -3670958.140191 + Penalty 3389.468167 = -3667568.672024
  nChanged 112
		SP:Iteration 63Q (2079.650000 sec): 3 clusters
  Score: Raw -3670977.825550 + Penalty 3389.468167 = -3667588.357383
  nChanged 96
		SP:Iteration 64Q (2079.720000 sec): 3 clusters
  Score: Raw -3670993.181719 + Penalty 3389.468167 = -3667603.713552
  nChanged 80
		SP:Iteration 65Q (2079.800000 sec): 3 clusters
  Score: Raw -3671004.241039 + Penalty 3389.468167 = -3667614.772872
  nChanged 65
		SP:Iteration 66Q (2079.880000 sec): 3 clusters
  Score: Raw -3671014.380214 + Penalty 3389.468167 = -3667624.912048
  nChanged 74
		SP:Iteration 67Q (2079.950000 sec): 3 clusters
  Score: Raw -3671024.948060 + Penalty 3389.468167 = -3667635.479893
  nChanged 55
		SP:Iteration 68Q (2080.030000 sec): 3 clusters
  Score: Raw -3671032.112762 + Penalty 3389.468167 = -3667642.644595
  nChanged 50
		SP:Iteration 69Q (2080.100000 sec): 3 clusters
  Score: Raw -3671037.973310 + Penalty 3389.468167 = -3667648.505143
  nChanged 49
		SP:Iteration 70Q (2080.180000 sec): 3 clusters
  Score: Raw -3671043.043746 + Penalty 3389.468167 = -3667653.575579
  nChanged 38
		SP:Iteration 71Q (2080.250000 sec): 3 clusters
  Score: Raw -3671047.242462 + Penalty 3389.468167 = -3667657.774295
  nChanged 37
		SP:Iteration 72Q (2080.330000 sec): 3 clusters
  Score: Raw -3671051.956427 + Penalty 3389.468167 = -3667662.488260
  nChanged 44
		SP:Iteration 73Q (2080.400000 sec): 3 clusters
  Score: Raw -3671057.281160 + Penalty 3389.468167 = -3667667.812993
  nChanged 46
		SP:Iteration 74Q (2080.480000 sec): 3 clusters
  Score: Raw -3671062.218568 + Penalty 3389.468167 = -3667672.750401
  nChanged 35
		SP:Iteration 75Q (2080.550000 sec): 3 clusters
  Score: Raw -3671065.311364 + Penalty 3389.468167 = -3667675.843198
  nChanged 22
		SP:Iteration 76Q (2080.630000 sec): 3 clusters
  Score: Raw -3671067.103488 + Penalty 3389.468167 = -3667677.635322
  nChanged 17
		SP:Iteration 77Q (2080.700000 sec): 3 clusters
  Score: Raw -3671068.533807 + Penalty 3389.468167 = -3667679.065640
  nChanged 14
		SP:Iteration 78Q (2080.780000 sec): 3 clusters
  Score: Raw -3671069.459322 + Penalty 3389.468167 = -3667679.991155
  nChanged 10
		SP:Iteration 79Q (2080.860000 sec): 3 clusters
  Score: Raw -3671070.131397 + Penalty 3389.468167 = -3667680.663230
  nChanged 11
		SP:Iteration 80F (2080.940000 sec): 3 clusters
  Score: Raw -3671071.275014 + Penalty 3389.468167 = -3667681.806847
  nChanged 10
		SP:Iteration 81Q (2081.020000 sec): 3 clusters
  Score: Raw -3671072.693916 + Penalty 3389.468167 = -3667683.225749
  nChanged 18
		SP:Iteration 82Q (2081.100000 sec): 3 clusters
  Score: Raw -3671074.602563 + Penalty 3389.468167 = -3667685.134396
  nChanged 21
		SP:Iteration 83Q (2081.170000 sec): 3 clusters
  Score: Raw -3671077.094848 + Penalty 3389.468167 = -3667687.626682
  nChanged 24
		SP:Iteration 84Q (2081.250000 sec): 3 clusters
  Score: Raw -3671079.985809 + Penalty 3389.468167 = -3667690.517642
  nChanged 24
		SP:Iteration 85Q (2081.320000 sec): 3 clusters
  Score: Raw -3671082.559739 + Penalty 3389.468167 = -3667693.091572
  nChanged 20
		SP:Iteration 86Q (2081.400000 sec): 3 clusters
  Score: Raw -3671084.734001 + Penalty 3389.468167 = -3667695.265835
  nChanged 13
		SP:Iteration 87Q (2081.480000 sec): 3 clusters
  Score: Raw -3671085.682909 + Penalty 3389.468167 = -3667696.214742
  nChanged 12
		SP:Iteration 88Q (2081.550000 sec): 3 clusters
  Score: Raw -3671086.795961 + Penalty 3389.468167 = -3667697.327794
  nChanged 15
		SP:Iteration 89Q (2081.620000 sec): 3 clusters
  Score: Raw -3671088.456180 + Penalty 3389.468167 = -3667698.988013
  nChanged 12
		SP:Iteration 90Q (2081.700000 sec): 3 clusters
  Score: Raw -3671089.467404 + Penalty 3389.468167 = -3667699.999237
  nChanged 10
		SP:Iteration 91Q (2081.770000 sec): 3 clusters
  Score: Raw -3671090.061617 + Penalty 3389.468167 = -3667700.593450
  nChanged 5
		SP:Iteration 92Q (2081.840000 sec): 3 clusters
  Score: Raw -3671090.380825 + Penalty 3389.468167 = -3667700.912659
  nChanged 3
		SP:Iteration 93Q (2081.920000 sec): 3 clusters
  Score: Raw -3671090.505108 + Penalty 3389.468167 = -3667701.036941
  nChanged 0
		SP:Iteration 94F (2082.000000 sec): 3 clusters
  Score: Raw -3671090.505108 + Penalty 3389.468167 = -3667701.036941
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (7966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2082.050000 sec): 2 clusters
  Score: Raw -843659.624257 + Penalty 1459.727387 = -842199.896871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2082.070000 sec): 3 clusters
  Score: Raw -839315.903258 + Penalty 2919.454773 = -836396.448485
  nChanged 3334
		SP:Iteration 1F (2082.090000 sec): 3 clusters
  Score: Raw -841720.705105 + Penalty 2919.454773 = -838801.250332
  nChanged 841
		SP:Iteration 2F (2082.110000 sec): 3 clusters
  Score: Raw -842802.456785 + Penalty 2919.454773 = -839883.002012
  nChanged 826
		SP:Iteration 3F (2082.130000 sec): 3 clusters
  Score: Raw -843723.164669 + Penalty 2919.454773 = -840803.709895
  nChanged 652
		SP:Iteration 4F (2082.150000 sec): 3 clusters
  Score: Raw -844309.797649 + Penalty 2919.454773 = -841390.342876
  nChanged 534
		SP:Iteration 5F (2082.170000 sec): 3 clusters
  Score: Raw -844773.054593 + Penalty 2919.454773 = -841853.599820
  nChanged 362
		SP:Iteration 6Q (2082.190000 sec): 3 clusters
  Score: Raw -845026.799090 + Penalty 2919.454773 = -842107.344317
  nChanged 253
		SP:Iteration 7Q (2082.210000 sec): 3 clusters
  Score: Raw -845162.241344 + Penalty 2919.454773 = -842242.786570
  nChanged 182
		SP:Iteration 8Q (2082.230000 sec): 3 clusters
  Score: Raw -845241.886694 + Penalty 2919.454773 = -842322.431921
  nChanged 132
		SP:Iteration 9Q (2082.250000 sec): 3 clusters
  Score: Raw -845293.253631 + Penalty 2919.454773 = -842373.798858
  nChanged 86
		SP:Iteration 10Q (2082.270000 sec): 3 clusters
  Score: Raw -845329.908068 + Penalty 2919.454773 = -842410.453295
  nChanged 61
		SP:Iteration 11Q (2082.290000 sec): 3 clusters
  Score: Raw -845348.933206 + Penalty 2919.454773 = -842429.478433
  nChanged 44
		SP:Iteration 12Q (2082.310000 sec): 3 clusters
  Score: Raw -845359.378994 + Penalty 2919.454773 = -842439.924221
  nChanged 33
		SP:Iteration 13Q (2082.320000 sec): 3 clusters
  Score: Raw -845367.090091 + Penalty 2919.454773 = -842447.635318
  nChanged 24
		SP:Iteration 14Q (2082.340000 sec): 3 clusters
  Score: Raw -845370.303373 + Penalty 2919.454773 = -842450.848599
  nChanged 15
		SP:Iteration 15Q (2082.360000 sec): 3 clusters
  Score: Raw -845372.618043 + Penalty 2919.454773 = -842453.163270
  nChanged 15
		SP:Iteration 16Q (2082.380000 sec): 3 clusters
  Score: Raw -845374.876123 + Penalty 2919.454773 = -842455.421350
  nChanged 9
		SP:Iteration 17Q (2082.400000 sec): 3 clusters
  Score: Raw -845375.991273 + Penalty 2919.454773 = -842456.536500
  nChanged 6
		SP:Iteration 18Q (2082.420000 sec): 3 clusters
  Score: Raw -845377.007832 + Penalty 2919.454773 = -842457.553058
  nChanged 4
		SP:Iteration 19Q (2082.440000 sec): 3 clusters
  Score: Raw -845377.569751 + Penalty 2919.454773 = -842458.114978
  nChanged 3
		SP:Iteration 20F (2082.460000 sec): 3 clusters
  Score: Raw -845377.819901 + Penalty 2919.454773 = -842458.365128
  nChanged 5
		SP:Iteration 21Q (2082.480000 sec): 3 clusters
  Score: Raw -845378.733393 + Penalty 2919.454773 = -842459.278620
  nChanged 2
		SP:Iteration 22Q (2082.500000 sec): 3 clusters
  Score: Raw -845378.910754 + Penalty 2919.454773 = -842459.455980
  nChanged 1
		SP:Iteration 23Q (2082.520000 sec): 3 clusters
  Score: Raw -845378.997244 + Penalty 2919.454773 = -842459.542471
  nChanged 1
		SP:Iteration 24Q (2082.530000 sec): 3 clusters
  Score: Raw -845379.035717 + Penalty 2919.454773 = -842459.580943
  nChanged 1
		SP:Iteration 25Q (2082.550000 sec): 3 clusters
  Score: Raw -845379.129907 + Penalty 2919.454773 = -842459.675134
  nChanged 0
		SP:Iteration 26F (2082.570000 sec): 3 clusters
  Score: Raw -845379.129907 + Penalty 2919.454773 = -842459.675134
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2082.590000 sec): 2 clusters
  Score: Raw -380933.549192 + Penalty 1315.782314 = -379617.766878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2082.600000 sec): 3 clusters
  Score: Raw -379365.356788 + Penalty 2631.564628 = -376733.792160
  nChanged 1266
		SP:Iteration 1F (2082.610000 sec): 3 clusters
  Score: Raw -380100.475044 + Penalty 2631.564628 = -377468.910416
  nChanged 265
		SP:Iteration 2F (2082.620000 sec): 3 clusters
  Score: Raw -380271.258539 + Penalty 2631.564628 = -377639.693911
  nChanged 188
		SP:Iteration 3F (2082.620000 sec): 3 clusters
  Score: Raw -380399.926344 + Penalty 2631.564628 = -377768.361717
  nChanged 141
		SP:Iteration 4Q (2082.630000 sec): 3 clusters
  Score: Raw -380477.650057 + Penalty 2631.564628 = -377846.085430
  nChanged 102
		SP:Iteration 5Q (2082.640000 sec): 3 clusters
  Score: Raw -380531.985836 + Penalty 2631.564628 = -377900.421208
  nChanged 87
		SP:Iteration 6Q (2082.650000 sec): 3 clusters
  Score: Raw -380573.455044 + Penalty 2631.564628 = -377941.890416
  nChanged 80
		SP:Iteration 7Q (2082.660000 sec): 3 clusters
  Score: Raw -380610.768517 + Penalty 2631.564628 = -377979.203889
  nChanged 69
		SP:Iteration 8Q (2082.670000 sec): 3 clusters
  Score: Raw -380639.657806 + Penalty 2631.564628 = -378008.093178
  nChanged 58
		SP:Iteration 9Q (2082.680000 sec): 3 clusters
  Score: Raw -380665.101555 + Penalty 2631.564628 = -378033.536927
  nChanged 46
		SP:Iteration 10Q (2082.680000 sec): 3 clusters
  Score: Raw -380683.864728 + Penalty 2631.564628 = -378052.300101
  nChanged 43
		SP:Iteration 11Q (2082.690000 sec): 3 clusters
  Score: Raw -380704.064488 + Penalty 2631.564628 = -378072.499861
  nChanged 44
		SP:Iteration 12Q (2082.700000 sec): 3 clusters
  Score: Raw -380728.739759 + Penalty 2631.564628 = -378097.175131
  nChanged 44
		SP:Iteration 13Q (2082.710000 sec): 3 clusters
  Score: Raw -380746.516346 + Penalty 2631.564628 = -378114.951719
  nChanged 43
		SP:Iteration 14Q (2082.720000 sec): 3 clusters
  Score: Raw -380763.057941 + Penalty 2631.564628 = -378131.493314
  nChanged 28
		SP:Iteration 15Q (2082.720000 sec): 3 clusters
  Score: Raw -380777.478390 + Penalty 2631.564628 = -378145.913762
  nChanged 42
		SP:Iteration 16Q (2082.730000 sec): 3 clusters
  Score: Raw -380802.882883 + Penalty 2631.564628 = -378171.318255
  nChanged 41
		SP:Iteration 17Q (2082.740000 sec): 3 clusters
  Score: Raw -380822.494147 + Penalty 2631.564628 = -378190.929520
  nChanged 44
		SP:Iteration 18Q (2082.750000 sec): 3 clusters
  Score: Raw -380842.235776 + Penalty 2631.564628 = -378210.671148
  nChanged 40
		SP:Iteration 19Q (2082.760000 sec): 3 clusters
  Score: Raw -380862.799169 + Penalty 2631.564628 = -378231.234542
  nChanged 42
		SP:Iteration 20F (2082.760000 sec): 3 clusters
  Score: Raw -380887.273484 + Penalty 2631.564628 = -378255.708856
  nChanged 43
		SP:Iteration 21Q (2082.770000 sec): 3 clusters
  Score: Raw -380910.232239 + Penalty 2631.564628 = -378278.667612
  nChanged 45
		SP:Iteration 22Q (2082.780000 sec): 3 clusters
  Score: Raw -380935.922910 + Penalty 2631.564628 = -378304.358282
  nChanged 37
		SP:Iteration 23Q (2082.790000 sec): 3 clusters
  Score: Raw -380959.801610 + Penalty 2631.564628 = -378328.236983
  nChanged 34
		SP:Iteration 24Q (2082.800000 sec): 3 clusters
  Score: Raw -380991.720811 + Penalty 2631.564628 = -378360.156184
  nChanged 38
		SP:Iteration 25Q (2082.800000 sec): 3 clusters
  Score: Raw -381047.098853 + Penalty 2631.564628 = -378415.534225
  nChanged 41
		SP:Iteration 26Q (2082.810000 sec): 3 clusters
  Score: Raw -381105.855606 + Penalty 2631.564628 = -378474.290978
  nChanged 49
		SP:Iteration 27Q (2082.820000 sec): 3 clusters
  Score: Raw -381160.185156 + Penalty 2631.564628 = -378528.620529
  nChanged 43
		SP:Iteration 28Q (2082.830000 sec): 3 clusters
  Score: Raw -381197.651769 + Penalty 2631.564628 = -378566.087141
  nChanged 37
		SP:Iteration 29Q (2082.830000 sec): 3 clusters
  Score: Raw -381235.368996 + Penalty 2631.564628 = -378603.804369
  nChanged 26
		SP:Iteration 30Q (2082.840000 sec): 3 clusters
  Score: Raw -381261.784287 + Penalty 2631.564628 = -378630.219660
  nChanged 24
		SP:Iteration 31Q (2082.850000 sec): 3 clusters
  Score: Raw -381276.144383 + Penalty 2631.564628 = -378644.579756
  nChanged 16
		SP:Iteration 32Q (2082.860000 sec): 3 clusters
  Score: Raw -381285.410710 + Penalty 2631.564628 = -378653.846083
  nChanged 14
		SP:Iteration 33Q (2082.860000 sec): 3 clusters
  Score: Raw -381294.611556 + Penalty 2631.564628 = -378663.046928
  nChanged 12
		SP:Iteration 34Q (2082.870000 sec): 3 clusters
  Score: Raw -381304.644377 + Penalty 2631.564628 = -378673.079750
  nChanged 12
		SP:Iteration 35Q (2082.880000 sec): 3 clusters
  Score: Raw -381314.117564 + Penalty 2631.564628 = -378682.552937
  nChanged 11
		SP:Iteration 36Q (2082.880000 sec): 3 clusters
  Score: Raw -381319.888789 + Penalty 2631.564628 = -378688.324161
  nChanged 14
		SP:Iteration 37Q (2082.890000 sec): 3 clusters
  Score: Raw -381327.950440 + Penalty 2631.564628 = -378696.385812
  nChanged 13
		SP:Iteration 38Q (2082.900000 sec): 3 clusters
  Score: Raw -381337.779015 + Penalty 2631.564628 = -378706.214388
  nChanged 11
		SP:Iteration 39Q (2082.900000 sec): 3 clusters
  Score: Raw -381348.219067 + Penalty 2631.564628 = -378716.654439
  nChanged 12
		SP:Iteration 40F (2082.910000 sec): 3 clusters
  Score: Raw -381357.166545 + Penalty 2631.564628 = -378725.601917
  nChanged 14
		SP:Iteration 41Q (2082.920000 sec): 3 clusters
  Score: Raw -381367.870065 + Penalty 2631.564628 = -378736.305438
  nChanged 8
		SP:Iteration 42Q (2082.920000 sec): 3 clusters
  Score: Raw -381373.800275 + Penalty 2631.564628 = -378742.235648
  nChanged 5
		SP:Iteration 43Q (2082.930000 sec): 3 clusters
  Score: Raw -381376.916407 + Penalty 2631.564628 = -378745.351779
  nChanged 5
		SP:Iteration 44Q (2082.940000 sec): 3 clusters
  Score: Raw -381380.033338 + Penalty 2631.564628 = -378748.468711
  nChanged 6
		SP:Iteration 45Q (2082.940000 sec): 3 clusters
  Score: Raw -381384.949464 + Penalty 2631.564628 = -378753.384836
  nChanged 6
		SP:Iteration 46Q (2082.950000 sec): 3 clusters
  Score: Raw -381389.283874 + Penalty 2631.564628 = -378757.719247
  nChanged 8
		SP:Iteration 47Q (2082.960000 sec): 3 clusters
  Score: Raw -381392.995309 + Penalty 2631.564628 = -378761.430682
  nChanged 2
		SP:Iteration 48Q (2082.960000 sec): 3 clusters
  Score: Raw -381393.619321 + Penalty 2631.564628 = -378762.054694
  nChanged 0
		SP:Iteration 49F (2082.970000 sec): 3 clusters
  Score: Raw -381393.619321 + Penalty 2631.564628 = -378762.054694
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (13073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2083.010000 sec): 2 clusters
  Score: Raw -1539260.248482 + Penalty 1540.224451 = -1537720.024031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2083.050000 sec): 3 clusters
  Score: Raw -1531773.139358 + Penalty 3080.448902 = -1528692.690457
  nChanged 5682
		SP:Iteration 1F (2083.080000 sec): 3 clusters
  Score: Raw -1534910.742743 + Penalty 3080.448902 = -1531830.293841
  nChanged 878
		SP:Iteration 2F (2083.120000 sec): 3 clusters
  Score: Raw -1535386.508760 + Penalty 3080.448902 = -1532306.059858
  nChanged 867
		SP:Iteration 3F (2083.150000 sec): 3 clusters
  Score: Raw -1535934.463136 + Penalty 3080.448902 = -1532854.014234
  nChanged 902
		SP:Iteration 4F (2083.180000 sec): 3 clusters
  Score: Raw -1536552.872797 + Penalty 3080.448902 = -1533472.423896
  nChanged 886
		SP:Iteration 5F (2083.220000 sec): 3 clusters
  Score: Raw -1537172.419957 + Penalty 3080.448902 = -1534091.971055
  nChanged 768
		SP:Iteration 6F (2083.250000 sec): 3 clusters
  Score: Raw -1537689.880386 + Penalty 3080.448902 = -1534609.431484
  nChanged 626
		SP:Iteration 7Q (2083.280000 sec): 3 clusters
  Score: Raw -1538093.166179 + Penalty 3080.448902 = -1535012.717277
  nChanged 503
		SP:Iteration 8Q (2083.320000 sec): 3 clusters
  Score: Raw -1538399.016517 + Penalty 3080.448902 = -1535318.567615
  nChanged 384
		SP:Iteration 9Q (2083.350000 sec): 3 clusters
  Score: Raw -1538620.053396 + Penalty 3080.448902 = -1535539.604494
  nChanged 293
		SP:Iteration 10Q (2083.380000 sec): 3 clusters
  Score: Raw -1538791.332625 + Penalty 3080.448902 = -1535710.883723
  nChanged 233
		SP:Iteration 11Q (2083.420000 sec): 3 clusters
  Score: Raw -1538927.564286 + Penalty 3080.448902 = -1535847.115384
  nChanged 190
		SP:Iteration 12Q (2083.450000 sec): 3 clusters
  Score: Raw -1539034.522988 + Penalty 3080.448902 = -1535954.074086
  nChanged 147
		SP:Iteration 13Q (2083.480000 sec): 3 clusters
  Score: Raw -1539122.801236 + Penalty 3080.448902 = -1536042.352334
  nChanged 109
		SP:Iteration 14Q (2083.510000 sec): 3 clusters
  Score: Raw -1539193.394201 + Penalty 3080.448902 = -1536112.945299
  nChanged 78
		SP:Iteration 15Q (2083.540000 sec): 3 clusters
  Score: Raw -1539244.158664 + Penalty 3080.448902 = -1536163.709762
  nChanged 68
		SP:Iteration 16Q (2083.570000 sec): 3 clusters
  Score: Raw -1539288.982281 + Penalty 3080.448902 = -1536208.533379
  nChanged 56
		SP:Iteration 17Q (2083.600000 sec): 3 clusters
  Score: Raw -1539327.307050 + Penalty 3080.448902 = -1536246.858148
  nChanged 40
		SP:Iteration 18Q (2083.630000 sec): 3 clusters
  Score: Raw -1539354.781273 + Penalty 3080.448902 = -1536274.332371
  nChanged 18
		SP:Iteration 19Q (2083.660000 sec): 3 clusters
  Score: Raw -1539367.743833 + Penalty 3080.448902 = -1536287.294931
  nChanged 11
		SP:Iteration 20F (2083.690000 sec): 3 clusters
  Score: Raw -1539375.782273 + Penalty 3080.448902 = -1536295.333371
  nChanged 7
		SP:Iteration 21Q (2083.720000 sec): 3 clusters
  Score: Raw -1539380.320055 + Penalty 3080.448902 = -1536299.871153
  nChanged 9
		SP:Iteration 22Q (2083.750000 sec): 3 clusters
  Score: Raw -1539386.341199 + Penalty 3080.448902 = -1536305.892297
  nChanged 14
		SP:Iteration 23Q (2083.780000 sec): 3 clusters
  Score: Raw -1539394.781180 + Penalty 3080.448902 = -1536314.332278
  nChanged 8
		SP:Iteration 24Q (2083.800000 sec): 3 clusters
  Score: Raw -1539398.559930 + Penalty 3080.448902 = -1536318.111028
  nChanged 4
		SP:Iteration 25Q (2083.830000 sec): 3 clusters
  Score: Raw -1539401.229537 + Penalty 3080.448902 = -1536320.780635
  nChanged 1
		SP:Iteration 26Q (2083.860000 sec): 3 clusters
  Score: Raw -1539401.593997 + Penalty 3080.448902 = -1536321.145095
  nChanged 2
		SP:Iteration 27Q (2083.890000 sec): 3 clusters
  Score: Raw -1539402.089234 + Penalty 3080.448902 = -1536321.640332
  nChanged 0
		SP:Iteration 28F (2083.920000 sec): 3 clusters
  Score: Raw -1539402.089234 + Penalty 3080.448902 = -1536321.640332
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2083.940000 sec): 2 clusters
  Score: Raw -265855.021689 + Penalty 1264.163382 = -264590.858307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2083.940000 sec): 3 clusters
  Score: Raw -264791.929378 + Penalty 2528.326764 = -262263.602613
  nChanged 914
		SP:Iteration 1F (2083.950000 sec): 3 clusters
  Score: Raw -265414.483008 + Penalty 2528.326764 = -262886.156244
  nChanged 217
		SP:Iteration 2F (2083.950000 sec): 3 clusters
  Score: Raw -265603.056494 + Penalty 2528.326764 = -263074.729730
  nChanged 144
		SP:Iteration 3F (2083.960000 sec): 3 clusters
  Score: Raw -265707.673002 + Penalty 2528.326764 = -263179.346238
  nChanged 127
		SP:Iteration 4F (2083.960000 sec): 3 clusters
  Score: Raw -265807.541370 + Penalty 2528.326764 = -263279.214605
  nChanged 109
		SP:Iteration 5Q (2083.970000 sec): 3 clusters
  Score: Raw -265910.434428 + Penalty 2528.326764 = -263382.107663
  nChanged 97
		SP:Iteration 6Q (2083.980000 sec): 3 clusters
  Score: Raw -265992.316642 + Penalty 2528.326764 = -263463.989877
  nChanged 89
		SP:Iteration 7Q (2083.980000 sec): 3 clusters
  Score: Raw -266072.135017 + Penalty 2528.326764 = -263543.808253
  nChanged 95
		SP:Iteration 8Q (2083.990000 sec): 3 clusters
  Score: Raw -266150.784314 + Penalty 2528.326764 = -263622.457550
  nChanged 69
		SP:Iteration 9Q (2084.000000 sec): 3 clusters
  Score: Raw -266208.423335 + Penalty 2528.326764 = -263680.096570
  nChanged 50
		SP:Iteration 10Q (2084.000000 sec): 3 clusters
  Score: Raw -266239.401893 + Penalty 2528.326764 = -263711.075129
  nChanged 32
		SP:Iteration 11Q (2084.010000 sec): 3 clusters
  Score: Raw -266264.003107 + Penalty 2528.326764 = -263735.676343
  nChanged 24
		SP:Iteration 12Q (2084.010000 sec): 3 clusters
  Score: Raw -266279.702194 + Penalty 2528.326764 = -263751.375430
  nChanged 26
		SP:Iteration 13Q (2084.020000 sec): 3 clusters
  Score: Raw -266298.373046 + Penalty 2528.326764 = -263770.046282
  nChanged 19
		SP:Iteration 14Q (2084.020000 sec): 3 clusters
  Score: Raw -266315.264718 + Penalty 2528.326764 = -263786.937954
  nChanged 19
		SP:Iteration 15Q (2084.030000 sec): 3 clusters
  Score: Raw -266332.485702 + Penalty 2528.326764 = -263804.158938
  nChanged 17
		SP:Iteration 16Q (2084.040000 sec): 3 clusters
  Score: Raw -266345.857224 + Penalty 2528.326764 = -263817.530459
  nChanged 14
		SP:Iteration 17Q (2084.040000 sec): 3 clusters
  Score: Raw -266357.662488 + Penalty 2528.326764 = -263829.335723
  nChanged 10
		SP:Iteration 18Q (2084.050000 sec): 3 clusters
  Score: Raw -266364.248927 + Penalty 2528.326764 = -263835.922163
  nChanged 12
		SP:Iteration 19Q (2084.050000 sec): 3 clusters
  Score: Raw -266371.810533 + Penalty 2528.326764 = -263843.483768
  nChanged 9
		SP:Iteration 20F (2084.060000 sec): 3 clusters
  Score: Raw -266376.837073 + Penalty 2528.326764 = -263848.510308
  nChanged 5
		SP:Iteration 21Q (2084.060000 sec): 3 clusters
  Score: Raw -266379.956925 + Penalty 2528.326764 = -263851.630161
  nChanged 2
		SP:Iteration 22Q (2084.070000 sec): 3 clusters
  Score: Raw -266381.216647 + Penalty 2528.326764 = -263852.889883
  nChanged 0
		SP:Iteration 23F (2084.080000 sec): 3 clusters
  Score: Raw -266381.216647 + Penalty 2528.326764 = -263852.889883
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (5345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2084.100000 sec): 2 clusters
  Score: Raw -566079.014126 + Penalty 1394.886484 = -564684.127642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2084.110000 sec): 3 clusters
  Score: Raw -563310.034359 + Penalty 2789.772968 = -560520.261391
  nChanged 2163
		SP:Iteration 1F (2084.120000 sec): 3 clusters
  Score: Raw -564633.123207 + Penalty 2789.772968 = -561843.350239
  nChanged 498
		SP:Iteration 2F (2084.140000 sec): 3 clusters
  Score: Raw -565217.239064 + Penalty 2789.772968 = -562427.466096
  nChanged 511
		SP:Iteration 3F (2084.150000 sec): 3 clusters
  Score: Raw -566135.625197 + Penalty 2789.772968 = -563345.852229
  nChanged 546
		SP:Iteration 4F (2084.160000 sec): 3 clusters
  Score: Raw -567012.328415 + Penalty 2789.772968 = -564222.555448
  nChanged 414
		SP:Iteration 5F (2084.180000 sec): 3 clusters
  Score: Raw -567500.188010 + Penalty 2789.772968 = -564710.415043
  nChanged 295
		SP:Iteration 6F (2084.190000 sec): 3 clusters
  Score: Raw -567830.986037 + Penalty 2789.772968 = -565041.213070
  nChanged 244
		SP:Iteration 7Q (2084.200000 sec): 3 clusters
  Score: Raw -568081.652126 + Penalty 2789.772968 = -565291.879158
  nChanged 217
		SP:Iteration 8Q (2084.220000 sec): 3 clusters
  Score: Raw -568300.520078 + Penalty 2789.772968 = -565510.747111
  nChanged 146
		SP:Iteration 9Q (2084.230000 sec): 3 clusters
  Score: Raw -568425.754601 + Penalty 2789.772968 = -565635.981634
  nChanged 107
		SP:Iteration 10Q (2084.240000 sec): 3 clusters
  Score: Raw -568496.030072 + Penalty 2789.772968 = -565706.257105
  nChanged 77
		SP:Iteration 11Q (2084.250000 sec): 3 clusters
  Score: Raw -568539.295524 + Penalty 2789.772968 = -565749.522556
  nChanged 68
		SP:Iteration 12Q (2084.260000 sec): 3 clusters
  Score: Raw -568599.754300 + Penalty 2789.772968 = -565809.981332
  nChanged 63
		SP:Iteration 13Q (2084.280000 sec): 3 clusters
  Score: Raw -568682.793425 + Penalty 2789.772968 = -565893.020457
  nChanged 73
		SP:Iteration 14Q (2084.290000 sec): 3 clusters
  Score: Raw -568759.399868 + Penalty 2789.772968 = -565969.626900
  nChanged 63
		SP:Iteration 15Q (2084.300000 sec): 3 clusters
  Score: Raw -568811.608910 + Penalty 2789.772968 = -566021.835943
  nChanged 43
		SP:Iteration 16Q (2084.310000 sec): 3 clusters
  Score: Raw -568835.596064 + Penalty 2789.772968 = -566045.823096
  nChanged 20
		SP:Iteration 17Q (2084.320000 sec): 3 clusters
  Score: Raw -568845.357198 + Penalty 2789.772968 = -566055.584230
  nChanged 19
		SP:Iteration 18Q (2084.330000 sec): 3 clusters
  Score: Raw -568852.319165 + Penalty 2789.772968 = -566062.546197
  nChanged 18
		SP:Iteration 19Q (2084.340000 sec): 3 clusters
  Score: Raw -568858.114078 + Penalty 2789.772968 = -566068.341111
  nChanged 12
		SP:Iteration 20F (2084.360000 sec): 3 clusters
  Score: Raw -568863.144557 + Penalty 2789.772968 = -566073.371590
  nChanged 15
		SP:Iteration 21Q (2084.360000 sec): 3 clusters
  Score: Raw -568869.866468 + Penalty 2789.772968 = -566080.093500
  nChanged 8
		SP:Iteration 22Q (2084.380000 sec): 3 clusters
  Score: Raw -568872.183517 + Penalty 2789.772968 = -566082.410549
  nChanged 4
		SP:Iteration 23Q (2084.390000 sec): 3 clusters
  Score: Raw -568873.015404 + Penalty 2789.772968 = -566083.242436
  nChanged 3
		SP:Iteration 24Q (2084.400000 sec): 3 clusters
  Score: Raw -568873.793459 + Penalty 2789.772968 = -566084.020492
  nChanged 0
		SP:Iteration 25F (2084.410000 sec): 3 clusters
  Score: Raw -568873.793459 + Penalty 2789.772968 = -566084.020492
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2084.440000 sec): 2 clusters
  Score: Raw -544389.598430 + Penalty 1382.049201 = -543007.549229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2084.450000 sec): 3 clusters
  Score: Raw -541877.877622 + Penalty 2764.098402 = -539113.779220
  nChanged 2047
		SP:Iteration 1F (2084.460000 sec): 3 clusters
  Score: Raw -543040.578498 + Penalty 2764.098402 = -540276.480096
  nChanged 414
		SP:Iteration 2F (2084.470000 sec): 3 clusters
  Score: Raw -543281.138178 + Penalty 2764.098402 = -540517.039776
  nChanged 307
		SP:Iteration 3F (2084.480000 sec): 3 clusters
  Score: Raw -543501.872401 + Penalty 2764.098402 = -540737.773999
  nChanged 269
		SP:Iteration 4F (2084.500000 sec): 3 clusters
  Score: Raw -543698.811813 + Penalty 2764.098402 = -540934.713411
  nChanged 231
		SP:Iteration 5Q (2084.510000 sec): 3 clusters
  Score: Raw -543859.528677 + Penalty 2764.098402 = -541095.430275
  nChanged 201
		SP:Iteration 6Q (2084.520000 sec): 3 clusters
  Score: Raw -543991.703144 + Penalty 2764.098402 = -541227.604742
  nChanged 189
		SP:Iteration 7Q (2084.540000 sec): 3 clusters
  Score: Raw -544110.808128 + Penalty 2764.098402 = -541346.709726
  nChanged 189
		SP:Iteration 8Q (2084.550000 sec): 3 clusters
  Score: Raw -544229.329228 + Penalty 2764.098402 = -541465.230826
  nChanged 172
		SP:Iteration 9Q (2084.560000 sec): 3 clusters
  Score: Raw -544332.949253 + Penalty 2764.098402 = -541568.850851
  nChanged 162
		SP:Iteration 10Q (2084.570000 sec): 3 clusters
  Score: Raw -544429.986752 + Penalty 2764.098402 = -541665.888350
  nChanged 130
		SP:Iteration 11Q (2084.580000 sec): 3 clusters
  Score: Raw -544495.958542 + Penalty 2764.098402 = -541731.860140
  nChanged 104
		SP:Iteration 12Q (2084.600000 sec): 3 clusters
  Score: Raw -544553.806525 + Penalty 2764.098402 = -541789.708123
  nChanged 105
		SP:Iteration 13Q (2084.610000 sec): 3 clusters
  Score: Raw -544600.512271 + Penalty 2764.098402 = -541836.413869
  nChanged 73
		SP:Iteration 14Q (2084.620000 sec): 3 clusters
  Score: Raw -544641.055996 + Penalty 2764.098402 = -541876.957594
  nChanged 73
		SP:Iteration 15Q (2084.630000 sec): 3 clusters
  Score: Raw -544676.598974 + Penalty 2764.098402 = -541912.500572
  nChanged 69
		SP:Iteration 16Q (2084.640000 sec): 3 clusters
  Score: Raw -544712.591419 + Penalty 2764.098402 = -541948.493017
  nChanged 75
		SP:Iteration 17Q (2084.660000 sec): 3 clusters
  Score: Raw -544751.157564 + Penalty 2764.098402 = -541987.059162
  nChanged 75
		SP:Iteration 18Q (2084.670000 sec): 3 clusters
  Score: Raw -544791.342904 + Penalty 2764.098402 = -542027.244502
  nChanged 67
		SP:Iteration 19Q (2084.680000 sec): 3 clusters
  Score: Raw -544832.722646 + Penalty 2764.098402 = -542068.624244
  nChanged 61
		SP:Iteration 20F (2084.690000 sec): 3 clusters
  Score: Raw -544874.364220 + Penalty 2764.098402 = -542110.265818
  nChanged 65
		SP:Iteration 21Q (2084.700000 sec): 3 clusters
  Score: Raw -544916.412687 + Penalty 2764.098402 = -542152.314285
  nChanged 64
		SP:Iteration 22Q (2084.720000 sec): 3 clusters
  Score: Raw -544965.285616 + Penalty 2764.098402 = -542201.187214
  nChanged 69
		SP:Iteration 23Q (2084.720000 sec): 3 clusters
  Score: Raw -545036.456944 + Penalty 2764.098402 = -542272.358542
  nChanged 75
		SP:Iteration 24Q (2084.740000 sec): 3 clusters
  Score: Raw -545092.972015 + Penalty 2764.098402 = -542328.873613
  nChanged 70
		SP:Iteration 25Q (2084.750000 sec): 3 clusters
  Score: Raw -545133.610303 + Penalty 2764.098402 = -542369.511900
  nChanged 46
		SP:Iteration 26Q (2084.760000 sec): 3 clusters
  Score: Raw -545157.208590 + Penalty 2764.098402 = -542393.110187
  nChanged 33
		SP:Iteration 27Q (2084.770000 sec): 3 clusters
  Score: Raw -545171.715466 + Penalty 2764.098402 = -542407.617064
  nChanged 25
		SP:Iteration 28Q (2084.780000 sec): 3 clusters
  Score: Raw -545180.173071 + Penalty 2764.098402 = -542416.074669
  nChanged 24
		SP:Iteration 29Q (2084.790000 sec): 3 clusters
  Score: Raw -545188.960497 + Penalty 2764.098402 = -542424.862095
  nChanged 23
		SP:Iteration 30Q (2084.800000 sec): 3 clusters
  Score: Raw -545198.231708 + Penalty 2764.098402 = -542434.133306
  nChanged 23
		SP:Iteration 31Q (2084.810000 sec): 3 clusters
  Score: Raw -545206.470224 + Penalty 2764.098402 = -542442.371822
  nChanged 23
		SP:Iteration 32Q (2084.820000 sec): 3 clusters
  Score: Raw -545215.012656 + Penalty 2764.098402 = -542450.914254
  nChanged 28
		SP:Iteration 33Q (2084.830000 sec): 3 clusters
  Score: Raw -545226.843032 + Penalty 2764.098402 = -542462.744630
  nChanged 31
		SP:Iteration 34Q (2084.840000 sec): 3 clusters
  Score: Raw -545241.441415 + Penalty 2764.098402 = -542477.343012
  nChanged 24
		SP:Iteration 35Q (2084.860000 sec): 3 clusters
  Score: Raw -545251.278592 + Penalty 2764.098402 = -542487.180189
  nChanged 21
		SP:Iteration 36Q (2084.860000 sec): 3 clusters
  Score: Raw -545260.277817 + Penalty 2764.098402 = -542496.179415
  nChanged 15
		SP:Iteration 37Q (2084.880000 sec): 3 clusters
  Score: Raw -545266.192123 + Penalty 2764.098402 = -542502.093721
  nChanged 18
		SP:Iteration 38Q (2084.890000 sec): 3 clusters
  Score: Raw -545271.828364 + Penalty 2764.098402 = -542507.729962
  nChanged 14
		SP:Iteration 39Q (2084.900000 sec): 3 clusters
  Score: Raw -545276.614000 + Penalty 2764.098402 = -542512.515598
  nChanged 17
		SP:Iteration 40F (2084.910000 sec): 3 clusters
  Score: Raw -545281.925774 + Penalty 2764.098402 = -542517.827371
  nChanged 21
		SP:Iteration 41Q (2084.920000 sec): 3 clusters
  Score: Raw -545290.024615 + Penalty 2764.098402 = -542525.926213
  nChanged 17
		SP:Iteration 42Q (2084.930000 sec): 3 clusters
  Score: Raw -545296.914567 + Penalty 2764.098402 = -542532.816165
  nChanged 25
		SP:Iteration 43Q (2084.940000 sec): 3 clusters
  Score: Raw -545306.820959 + Penalty 2764.098402 = -542542.722557
  nChanged 26
		SP:Iteration 44Q (2084.950000 sec): 3 clusters
  Score: Raw -545315.919348 + Penalty 2764.098402 = -542551.820945
  nChanged 23
		SP:Iteration 45Q (2084.960000 sec): 3 clusters
  Score: Raw -545323.559087 + Penalty 2764.098402 = -542559.460685
  nChanged 23
		SP:Iteration 46Q (2084.980000 sec): 3 clusters
  Score: Raw -545330.572367 + Penalty 2764.098402 = -542566.473965
  nChanged 15
		SP:Iteration 47Q (2084.980000 sec): 3 clusters
  Score: Raw -545335.412440 + Penalty 2764.098402 = -542571.314038
  nChanged 9
		SP:Iteration 48Q (2085.000000 sec): 3 clusters
  Score: Raw -545338.251962 + Penalty 2764.098402 = -542574.153560
  nChanged 6
		SP:Iteration 49Q (2085.010000 sec): 3 clusters
  Score: Raw -545340.424966 + Penalty 2764.098402 = -542576.326564
  nChanged 7
		SP:Iteration 50Q (2085.020000 sec): 3 clusters
  Score: Raw -545341.747386 + Penalty 2764.098402 = -542577.648984
  nChanged 7
		SP:Iteration 51Q (2085.030000 sec): 3 clusters
  Score: Raw -545343.881591 + Penalty 2764.098402 = -542579.783189
  nChanged 5
		SP:Iteration 52Q (2085.040000 sec): 3 clusters
  Score: Raw -545345.066209 + Penalty 2764.098402 = -542580.967806
  nChanged 6
		SP:Iteration 53Q (2085.050000 sec): 3 clusters
  Score: Raw -545346.391051 + Penalty 2764.098402 = -542582.292649
  nChanged 5
		SP:Iteration 54Q (2085.060000 sec): 3 clusters
  Score: Raw -545347.230011 + Penalty 2764.098402 = -542583.131609
  nChanged 2
		SP:Iteration 55Q (2085.070000 sec): 3 clusters
  Score: Raw -545347.666743 + Penalty 2764.098402 = -542583.568341
  nChanged 2
		SP:Iteration 56Q (2085.080000 sec): 3 clusters
  Score: Raw -545347.849465 + Penalty 2764.098402 = -542583.751062
  nChanged 2
		SP:Iteration 57Q (2085.090000 sec): 3 clusters
  Score: Raw -545348.307360 + Penalty 2764.098402 = -542584.208957
  nChanged 4
		SP:Iteration 58Q (2085.100000 sec): 3 clusters
  Score: Raw -545349.385611 + Penalty 2764.098402 = -542585.287209
  nChanged 4
		SP:Iteration 59Q (2085.110000 sec): 3 clusters
  Score: Raw -545351.186978 + Penalty 2764.098402 = -542587.088575
  nChanged 7
		SP:Iteration 60F (2085.120000 sec): 3 clusters
  Score: Raw -545352.918861 + Penalty 2764.098402 = -542588.820459
  nChanged 4
		SP:Iteration 61Q (2085.140000 sec): 3 clusters
  Score: Raw -545353.646917 + Penalty 2764.098402 = -542589.548515
  nChanged 3
		SP:Iteration 62Q (2085.150000 sec): 3 clusters
  Score: Raw -545354.089479 + Penalty 2764.098402 = -542589.991077
  nChanged 3
		SP:Iteration 63Q (2085.160000 sec): 3 clusters
  Score: Raw -545354.468665 + Penalty 2764.098402 = -542590.370263
  nChanged 5
		SP:Iteration 64Q (2085.170000 sec): 3 clusters
  Score: Raw -545355.578926 + Penalty 2764.098402 = -542591.480524
  nChanged 5
		SP:Iteration 65Q (2085.180000 sec): 3 clusters
  Score: Raw -545356.530110 + Penalty 2764.098402 = -542592.431708
  nChanged 4
		SP:Iteration 66Q (2085.190000 sec): 3 clusters
  Score: Raw -545357.460151 + Penalty 2764.098402 = -542593.361749
  nChanged 4
		SP:Iteration 67Q (2085.200000 sec): 3 clusters
  Score: Raw -545358.499136 + Penalty 2764.098402 = -542594.400733
  nChanged 4
		SP:Iteration 68Q (2085.210000 sec): 3 clusters
  Score: Raw -545359.717698 + Penalty 2764.098402 = -542595.619296
  nChanged 8
		SP:Iteration 69Q (2085.220000 sec): 3 clusters
  Score: Raw -545361.253387 + Penalty 2764.098402 = -542597.154985
  nChanged 3
		SP:Iteration 70Q (2085.230000 sec): 3 clusters
  Score: Raw -545361.601133 + Penalty 2764.098402 = -542597.502730
  nChanged 3
		SP:Iteration 71Q (2085.240000 sec): 3 clusters
  Score: Raw -545362.057634 + Penalty 2764.098402 = -542597.959232
  nChanged 3
		SP:Iteration 72Q (2085.260000 sec): 3 clusters
  Score: Raw -545362.754412 + Penalty 2764.098402 = -542598.656010
  nChanged 1
		SP:Iteration 73Q (2085.260000 sec): 3 clusters
  Score: Raw -545362.911695 + Penalty 2764.098402 = -542598.813293
  nChanged 3
		SP:Iteration 74Q (2085.280000 sec): 3 clusters
  Score: Raw -545363.764645 + Penalty 2764.098402 = -542599.666243
  nChanged 2
		SP:Iteration 75Q (2085.290000 sec): 3 clusters
  Score: Raw -545364.077300 + Penalty 2764.098402 = -542599.978898
  nChanged 4
		SP:Iteration 76Q (2085.300000 sec): 3 clusters
  Score: Raw -545364.819276 + Penalty 2764.098402 = -542600.720873
  nChanged 6
		SP:Iteration 77Q (2085.310000 sec): 3 clusters
  Score: Raw -545365.792110 + Penalty 2764.098402 = -542601.693708
  nChanged 4
		SP:Iteration 78Q (2085.320000 sec): 3 clusters
  Score: Raw -545366.799549 + Penalty 2764.098402 = -542602.701147
  nChanged 3
		SP:Iteration 79Q (2085.330000 sec): 3 clusters
  Score: Raw -545367.154843 + Penalty 2764.098402 = -542603.056441
  nChanged 3
		SP:Iteration 80F (2085.340000 sec): 3 clusters
  Score: Raw -545367.670357 + Penalty 2764.098402 = -542603.571955
  nChanged 1
		SP:Iteration 81Q (2085.350000 sec): 3 clusters
  Score: Raw -545367.923822 + Penalty 2764.098402 = -542603.825420
  nChanged 2
		SP:Iteration 82Q (2085.360000 sec): 3 clusters
  Score: Raw -545368.202915 + Penalty 2764.098402 = -542604.104512
  nChanged 0
		SP:Iteration 83F (2085.380000 sec): 3 clusters
  Score: Raw -545368.202915 + Penalty 2764.098402 = -542604.104512
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2085.380000 sec): 2 clusters
  Score: Raw -143549.337977 + Penalty 1167.008691 = -142382.329286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2085.390000 sec): 3 clusters
  Score: Raw -143081.361884 + Penalty 2334.017382 = -140747.344502
  nChanged 417
		SP:Iteration 1F (2085.390000 sec): 3 clusters
  Score: Raw -143438.883534 + Penalty 2334.017382 = -141104.866152
  nChanged 126
		SP:Iteration 2F (2085.400000 sec): 3 clusters
  Score: Raw -143599.083992 + Penalty 2334.017382 = -141265.066610
  nChanged 84
		SP:Iteration 3F (2085.400000 sec): 3 clusters
  Score: Raw -143720.951333 + Penalty 2334.017382 = -141386.933951
  nChanged 73
		SP:Iteration 4F (2085.400000 sec): 3 clusters
  Score: Raw -143832.352803 + Penalty 2334.017382 = -141498.335421
  nChanged 72
		SP:Iteration 5F (2085.400000 sec): 3 clusters
  Score: Raw -143946.043101 + Penalty 2334.017382 = -141612.025719
  nChanged 66
		SP:Iteration 6F (2085.410000 sec): 3 clusters
  Score: Raw -144060.629410 + Penalty 2334.017382 = -141726.612028
  nChanged 51
		SP:Iteration 7Q (2085.410000 sec): 3 clusters
  Score: Raw -144129.075871 + Penalty 2334.017382 = -141795.058489
  nChanged 35
		SP:Iteration 8Q (2085.420000 sec): 3 clusters
  Score: Raw -144168.332858 + Penalty 2334.017382 = -141834.315476
  nChanged 16
		SP:Iteration 9Q (2085.420000 sec): 3 clusters
  Score: Raw -144189.160167 + Penalty 2334.017382 = -141855.142785
  nChanged 6
		SP:Iteration 10Q (2085.420000 sec): 3 clusters
  Score: Raw -144196.635620 + Penalty 2334.017382 = -141862.618238
  nChanged 6
		SP:Iteration 11Q (2085.420000 sec): 3 clusters
  Score: Raw -144206.483194 + Penalty 2334.017382 = -141872.465812
  nChanged 5
		SP:Iteration 12Q (2085.430000 sec): 3 clusters
  Score: Raw -144214.934367 + Penalty 2334.017382 = -141880.916985
  nChanged 4
		SP:Iteration 13Q (2085.430000 sec): 3 clusters
  Score: Raw -144221.515629 + Penalty 2334.017382 = -141887.498247
  nChanged 3
		SP:Iteration 14Q (2085.430000 sec): 3 clusters
  Score: Raw -144226.624727 + Penalty 2334.017382 = -141892.607345
  nChanged 6
		SP:Iteration 15Q (2085.440000 sec): 3 clusters
  Score: Raw -144235.690786 + Penalty 2334.017382 = -141901.673404
  nChanged 6
		SP:Iteration 16Q (2085.440000 sec): 3 clusters
  Score: Raw -144244.472873 + Penalty 2334.017382 = -141910.455491
  nChanged 5
		SP:Iteration 17Q (2085.440000 sec): 3 clusters
  Score: Raw -144249.249470 + Penalty 2334.017382 = -141915.232088
  nChanged 1
		SP:Iteration 18Q (2085.440000 sec): 3 clusters
  Score: Raw -144250.094247 + Penalty 2334.017382 = -141916.076865
  nChanged 0
		SP:Iteration 19F (2085.450000 sec): 3 clusters
  Score: Raw -144250.094247 + Penalty 2334.017382 = -141916.076865
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (5968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2085.470000 sec): 2 clusters
  Score: Raw -563814.649907 + Penalty 1412.802161 = -562401.847747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2085.480000 sec): 3 clusters
  Score: Raw -560857.585766 + Penalty 2825.604321 = -558031.981445
  nChanged 2496
		SP:Iteration 1F (2085.500000 sec): 3 clusters
  Score: Raw -564005.249384 + Penalty 2825.604321 = -561179.645063
  nChanged 815
		SP:Iteration 2F (2085.520000 sec): 3 clusters
  Score: Raw -565404.947687 + Penalty 2825.604321 = -562579.343366
  nChanged 579
		SP:Iteration 3F (2085.530000 sec): 3 clusters
  Score: Raw -566094.162647 + Penalty 2825.604321 = -563268.558326
  nChanged 352
		SP:Iteration 4F (2085.540000 sec): 3 clusters
  Score: Raw -566443.550794 + Penalty 2825.604321 = -563617.946473
  nChanged 266
		SP:Iteration 5Q (2085.560000 sec): 3 clusters
  Score: Raw -566679.805400 + Penalty 2825.604321 = -563854.201079
  nChanged 182
		SP:Iteration 6Q (2085.570000 sec): 3 clusters
  Score: Raw -566838.664748 + Penalty 2825.604321 = -564013.060426
  nChanged 173
		SP:Iteration 7Q (2085.590000 sec): 3 clusters
  Score: Raw -566990.042202 + Penalty 2825.604321 = -564164.437881
  nChanged 140
		SP:Iteration 8Q (2085.600000 sec): 3 clusters
  Score: Raw -567103.224528 + Penalty 2825.604321 = -564277.620207
  nChanged 113
		SP:Iteration 9Q (2085.610000 sec): 3 clusters
  Score: Raw -567202.587566 + Penalty 2825.604321 = -564376.983245
  nChanged 99
		SP:Iteration 10Q (2085.630000 sec): 3 clusters
  Score: Raw -567290.032995 + Penalty 2825.604321 = -564464.428674
  nChanged 92
		SP:Iteration 11Q (2085.640000 sec): 3 clusters
  Score: Raw -567366.469810 + Penalty 2825.604321 = -564540.865489
  nChanged 86
		SP:Iteration 12Q (2085.650000 sec): 3 clusters
  Score: Raw -567451.266774 + Penalty 2825.604321 = -564625.662453
  nChanged 83
		SP:Iteration 13Q (2085.670000 sec): 3 clusters
  Score: Raw -567528.862253 + Penalty 2825.604321 = -564703.257932
  nChanged 71
		SP:Iteration 14Q (2085.680000 sec): 3 clusters
  Score: Raw -567576.232685 + Penalty 2825.604321 = -564750.628364
  nChanged 62
		SP:Iteration 15Q (2085.690000 sec): 3 clusters
  Score: Raw -567607.899066 + Penalty 2825.604321 = -564782.294745
  nChanged 59
		SP:Iteration 16Q (2085.700000 sec): 3 clusters
  Score: Raw -567643.553543 + Penalty 2825.604321 = -564817.949221
  nChanged 43
		SP:Iteration 17Q (2085.720000 sec): 3 clusters
  Score: Raw -567666.704166 + Penalty 2825.604321 = -564841.099845
  nChanged 40
		SP:Iteration 18Q (2085.730000 sec): 3 clusters
  Score: Raw -567692.914130 + Penalty 2825.604321 = -564867.309809
  nChanged 37
		SP:Iteration 19Q (2085.740000 sec): 3 clusters
  Score: Raw -567714.260003 + Penalty 2825.604321 = -564888.655681
  nChanged 34
		SP:Iteration 20F (2085.760000 sec): 3 clusters
  Score: Raw -567812.288877 + Penalty 2825.604321 = -564986.684556
  nChanged 72
		SP:Iteration 21Q (2085.770000 sec): 3 clusters
  Score: Raw -567930.062727 + Penalty 2825.604321 = -565104.458406
  nChanged 68
		SP:Iteration 22Q (2085.780000 sec): 3 clusters
  Score: Raw -567988.821534 + Penalty 2825.604321 = -565163.217213
  nChanged 75
		SP:Iteration 23Q (2085.800000 sec): 3 clusters
  Score: Raw -568070.664847 + Penalty 2825.604321 = -565245.060526
  nChanged 70
		SP:Iteration 24Q (2085.810000 sec): 3 clusters
  Score: Raw -568127.210459 + Penalty 2825.604321 = -565301.606138
  nChanged 47
		SP:Iteration 25Q (2085.820000 sec): 3 clusters
  Score: Raw -568179.242915 + Penalty 2825.604321 = -565353.638594
  nChanged 40
		SP:Iteration 26Q (2085.840000 sec): 3 clusters
  Score: Raw -568204.439088 + Penalty 2825.604321 = -565378.834767
  nChanged 28
		SP:Iteration 27Q (2085.850000 sec): 3 clusters
  Score: Raw -568217.424785 + Penalty 2825.604321 = -565391.820464
  nChanged 23
		SP:Iteration 28Q (2085.860000 sec): 3 clusters
  Score: Raw -568226.186354 + Penalty 2825.604321 = -565400.582033
  nChanged 18
		SP:Iteration 29Q (2085.870000 sec): 3 clusters
  Score: Raw -568234.860438 + Penalty 2825.604321 = -565409.256117
  nChanged 9
		SP:Iteration 30Q (2085.880000 sec): 3 clusters
  Score: Raw -568240.697016 + Penalty 2825.604321 = -565415.092695
  nChanged 15
		SP:Iteration 31Q (2085.890000 sec): 3 clusters
  Score: Raw -568255.586807 + Penalty 2825.604321 = -565429.982486
  nChanged 18
		SP:Iteration 32Q (2085.900000 sec): 3 clusters
  Score: Raw -568267.962027 + Penalty 2825.604321 = -565442.357705
  nChanged 18
		SP:Iteration 33Q (2085.920000 sec): 3 clusters
  Score: Raw -568281.042682 + Penalty 2825.604321 = -565455.438361
  nChanged 27
		SP:Iteration 34Q (2085.930000 sec): 3 clusters
  Score: Raw -568294.693785 + Penalty 2825.604321 = -565469.089464
  nChanged 15
		SP:Iteration 35Q (2085.940000 sec): 3 clusters
  Score: Raw -568302.646673 + Penalty 2825.604321 = -565477.042352
  nChanged 19
		SP:Iteration 36Q (2085.960000 sec): 3 clusters
  Score: Raw -568311.813814 + Penalty 2825.604321 = -565486.209493
  nChanged 14
		SP:Iteration 37Q (2085.970000 sec): 3 clusters
  Score: Raw -568320.240969 + Penalty 2825.604321 = -565494.636648
  nChanged 15
		SP:Iteration 38Q (2085.980000 sec): 3 clusters
  Score: Raw -568327.385839 + Penalty 2825.604321 = -565501.781517
  nChanged 12
		SP:Iteration 39Q (2085.990000 sec): 3 clusters
  Score: Raw -568338.517600 + Penalty 2825.604321 = -565512.913279
  nChanged 12
		SP:Iteration 40F (2086.010000 sec): 3 clusters
  Score: Raw -568373.382504 + Penalty 2825.604321 = -565547.778183
  nChanged 14
		SP:Iteration 41Q (2086.020000 sec): 3 clusters
  Score: Raw -568424.959180 + Penalty 2825.604321 = -565599.354859
  nChanged 24
		SP:Iteration 42Q (2086.030000 sec): 3 clusters
  Score: Raw -568438.477250 + Penalty 2825.604321 = -565612.872929
  nChanged 15
		SP:Iteration 43Q (2086.040000 sec): 3 clusters
  Score: Raw -568444.507414 + Penalty 2825.604321 = -565618.903092
  nChanged 13
		SP:Iteration 44Q (2086.060000 sec): 3 clusters
  Score: Raw -568450.528618 + Penalty 2825.604321 = -565624.924297
  nChanged 9
		SP:Iteration 45Q (2086.070000 sec): 3 clusters
  Score: Raw -568452.558585 + Penalty 2825.604321 = -565626.954264
  nChanged 4
		SP:Iteration 46Q (2086.080000 sec): 3 clusters
  Score: Raw -568453.519219 + Penalty 2825.604321 = -565627.914898
  nChanged 2
		SP:Iteration 47Q (2086.090000 sec): 3 clusters
  Score: Raw -568453.755520 + Penalty 2825.604321 = -565628.151198
  nChanged 1
		SP:Iteration 48Q (2086.100000 sec): 3 clusters
  Score: Raw -568453.964075 + Penalty 2825.604321 = -565628.359754
  nChanged 1
		SP:Iteration 49Q (2086.120000 sec): 3 clusters
  Score: Raw -568454.153936 + Penalty 2825.604321 = -565628.549615
  nChanged 2
		SP:Iteration 50Q (2086.130000 sec): 3 clusters
  Score: Raw -568454.473819 + Penalty 2825.604321 = -565628.869498
  nChanged 0
		SP:Iteration 51F (2086.140000 sec): 3 clusters
  Score: Raw -568454.473819 + Penalty 2825.604321 = -565628.869498
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (30639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2086.260000 sec): 2 clusters
  Score: Raw -3758805.748075 + Penalty 1678.629710 = -3757127.118364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2086.340000 sec): 3 clusters
  Score: Raw -3739996.495948 + Penalty 3357.259421 = -3736639.236527
  nChanged 13932
		SP:Iteration 1F (2086.420000 sec): 3 clusters
  Score: Raw -3747809.601948 + Penalty 3357.259421 = -3744452.342528
  nChanged 1546
		SP:Iteration 2F (2086.500000 sec): 3 clusters
  Score: Raw -3748514.789898 + Penalty 3357.259421 = -3745157.530477
  nChanged 1755
		SP:Iteration 3F (2086.580000 sec): 3 clusters
  Score: Raw -3749521.989285 + Penalty 3357.259421 = -3746164.729865
  nChanged 1991
		SP:Iteration 4F (2086.660000 sec): 3 clusters
  Score: Raw -3750909.970970 + Penalty 3357.259421 = -3747552.711550
  nChanged 2204
		SP:Iteration 5F (2086.750000 sec): 3 clusters
  Score: Raw -3752670.488746 + Penalty 3357.259421 = -3749313.229325
  nChanged 2180
		SP:Iteration 6F (2086.830000 sec): 3 clusters
  Score: Raw -3754447.253983 + Penalty 3357.259421 = -3751089.994563
  nChanged 1806
		SP:Iteration 7F (2086.910000 sec): 3 clusters
  Score: Raw -3755808.578268 + Penalty 3357.259421 = -3752451.318847
  nChanged 1367
		SP:Iteration 8Q (2086.990000 sec): 3 clusters
  Score: Raw -3756683.665101 + Penalty 3357.259421 = -3753326.405681
  nChanged 953
		SP:Iteration 9Q (2087.070000 sec): 3 clusters
  Score: Raw -3757203.058590 + Penalty 3357.259421 = -3753845.799169
  nChanged 698
		SP:Iteration 10Q (2087.150000 sec): 3 clusters
  Score: Raw -3757547.808540 + Penalty 3357.259421 = -3754190.549119
  nChanged 532
		SP:Iteration 11Q (2087.220000 sec): 3 clusters
  Score: Raw -3757824.661447 + Penalty 3357.259421 = -3754467.402026
  nChanged 487
		SP:Iteration 12Q (2087.300000 sec): 3 clusters
  Score: Raw -3758093.427755 + Penalty 3357.259421 = -3754736.168335
  nChanged 467
		SP:Iteration 13Q (2087.370000 sec): 3 clusters
  Score: Raw -3758393.381383 + Penalty 3357.259421 = -3755036.121962
  nChanged 443
		SP:Iteration 14Q (2087.440000 sec): 3 clusters
  Score: Raw -3758714.099178 + Penalty 3357.259421 = -3755356.839757
  nChanged 418
		SP:Iteration 15Q (2087.510000 sec): 3 clusters
  Score: Raw -3759026.344095 + Penalty 3357.259421 = -3755669.084674
  nChanged 380
		SP:Iteration 16Q (2087.580000 sec): 3 clusters
  Score: Raw -3759299.526203 + Penalty 3357.259421 = -3755942.266782
  nChanged 292
		SP:Iteration 17Q (2087.650000 sec): 3 clusters
  Score: Raw -3759462.997281 + Penalty 3357.259421 = -3756105.737860
  nChanged 228
		SP:Iteration 18Q (2087.720000 sec): 3 clusters
  Score: Raw -3759549.837155 + Penalty 3357.259421 = -3756192.577734
  nChanged 150
		SP:Iteration 19Q (2087.780000 sec): 3 clusters
  Score: Raw -3759590.381635 + Penalty 3357.259421 = -3756233.122215
  nChanged 115
		SP:Iteration 20F (2087.860000 sec): 3 clusters
  Score: Raw -3759617.216449 + Penalty 3357.259421 = -3756259.957029
  nChanged 99
		SP:Iteration 21Q (2087.930000 sec): 3 clusters
  Score: Raw -3759636.835321 + Penalty 3357.259421 = -3756279.575901
  nChanged 72
		SP:Iteration 22Q (2088.000000 sec): 3 clusters
  Score: Raw -3759648.495399 + Penalty 3357.259421 = -3756291.235978
  nChanged 63
		SP:Iteration 23Q (2088.060000 sec): 3 clusters
  Score: Raw -3759658.401896 + Penalty 3357.259421 = -3756301.142475
  nChanged 66
		SP:Iteration 24Q (2088.130000 sec): 3 clusters
  Score: Raw -3759669.569377 + Penalty 3357.259421 = -3756312.309956
  nChanged 64
		SP:Iteration 25Q (2088.190000 sec): 3 clusters
  Score: Raw -3759679.483207 + Penalty 3357.259421 = -3756322.223787
  nChanged 41
		SP:Iteration 26Q (2088.260000 sec): 3 clusters
  Score: Raw -3759684.229535 + Penalty 3357.259421 = -3756326.970115
  nChanged 44
		SP:Iteration 27Q (2088.320000 sec): 3 clusters
  Score: Raw -3759689.386379 + Penalty 3357.259421 = -3756332.126958
  nChanged 36
		SP:Iteration 28Q (2088.380000 sec): 3 clusters
  Score: Raw -3759693.572044 + Penalty 3357.259421 = -3756336.312623
  nChanged 36
		SP:Iteration 29Q (2088.450000 sec): 3 clusters
  Score: Raw -3759697.118257 + Penalty 3357.259421 = -3756339.858837
  nChanged 22
		SP:Iteration 30Q (2088.520000 sec): 3 clusters
  Score: Raw -3759699.368005 + Penalty 3357.259421 = -3756342.108585
  nChanged 22
		SP:Iteration 31Q (2088.580000 sec): 3 clusters
  Score: Raw -3759701.345558 + Penalty 3357.259421 = -3756344.086137
  nChanged 19
		SP:Iteration 32Q (2088.640000 sec): 3 clusters
  Score: Raw -3759702.752072 + Penalty 3357.259421 = -3756345.492651
  nChanged 15
		SP:Iteration 33Q (2088.710000 sec): 3 clusters
  Score: Raw -3759704.044738 + Penalty 3357.259421 = -3756346.785318
  nChanged 20
		SP:Iteration 34Q (2088.770000 sec): 3 clusters
  Score: Raw -3759705.967200 + Penalty 3357.259421 = -3756348.707779
  nChanged 15
		SP:Iteration 35Q (2088.840000 sec): 3 clusters
  Score: Raw -3759707.258353 + Penalty 3357.259421 = -3756349.998933
  nChanged 17
		SP:Iteration 36Q (2088.900000 sec): 3 clusters
  Score: Raw -3759708.636256 + Penalty 3357.259421 = -3756351.376835
  nChanged 11
		SP:Iteration 37Q (2088.960000 sec): 3 clusters
  Score: Raw -3759709.530863 + Penalty 3357.259421 = -3756352.271443
  nChanged 10
		SP:Iteration 38Q (2089.020000 sec): 3 clusters
  Score: Raw -3759710.251038 + Penalty 3357.259421 = -3756352.991618
  nChanged 8
		SP:Iteration 39Q (2089.090000 sec): 3 clusters
  Score: Raw -3759710.751587 + Penalty 3357.259421 = -3756353.492166
  nChanged 7
		SP:Iteration 40F (2089.170000 sec): 3 clusters
  Score: Raw -3759711.281476 + Penalty 3357.259421 = -3756354.022055
  nChanged 3
		SP:Iteration 41Q (2089.240000 sec): 3 clusters
  Score: Raw -3759711.446549 + Penalty 3357.259421 = -3756354.187128
  nChanged 2
		SP:Iteration 42Q (2089.300000 sec): 3 clusters
  Score: Raw -3759711.539138 + Penalty 3357.259421 = -3756354.279717
  nChanged 1
		SP:Iteration 43Q (2089.360000 sec): 3 clusters
  Score: Raw -3759711.570219 + Penalty 3357.259421 = -3756354.310798
  nChanged 2
		SP:Iteration 44Q (2089.420000 sec): 3 clusters
  Score: Raw -3759711.687495 + Penalty 3357.259421 = -3756354.428075
  nChanged 2
		SP:Iteration 45Q (2089.490000 sec): 3 clusters
  Score: Raw -3759711.781642 + Penalty 3357.259421 = -3756354.522222
  nChanged 1
		SP:Iteration 46Q (2089.550000 sec): 3 clusters
  Score: Raw -3759711.878804 + Penalty 3357.259421 = -3756354.619383
  nChanged 2
		SP:Iteration 47Q (2089.620000 sec): 3 clusters
  Score: Raw -3759712.243290 + Penalty 3357.259421 = -3756354.983870
  nChanged 2
		SP:Iteration 48Q (2089.680000 sec): 3 clusters
  Score: Raw -3759712.367438 + Penalty 3357.259421 = -3756355.108017
  nChanged 0
		SP:Iteration 49F (2089.760000 sec): 3 clusters
  Score: Raw -3759712.367438 + Penalty 3357.259421 = -3756355.108017
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2089.800000 sec): 2 clusters
  Score: Raw -1185445.730542 + Penalty 1501.388928 = -1183944.341614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2089.830000 sec): 3 clusters
  Score: Raw -1179653.526570 + Penalty 3002.777856 = -1176650.748714
  nChanged 4370
		SP:Iteration 1F (2089.850000 sec): 3 clusters
  Score: Raw -1181992.107520 + Penalty 3002.777856 = -1178989.329664
  nChanged 591
		SP:Iteration 2F (2089.880000 sec): 3 clusters
  Score: Raw -1182230.788231 + Penalty 3002.777856 = -1179228.010375
  nChanged 481
		SP:Iteration 3Q (2089.900000 sec): 3 clusters
  Score: Raw -1182437.516945 + Penalty 3002.777856 = -1179434.739089
  nChanged 472
		SP:Iteration 4Q (2089.930000 sec): 3 clusters
  Score: Raw -1182661.412105 + Penalty 3002.777856 = -1179658.634249
  nChanged 466
		SP:Iteration 5Q (2089.960000 sec): 3 clusters
  Score: Raw -1182906.148597 + Penalty 3002.777856 = -1179903.370741
  nChanged 497
		SP:Iteration 6Q (2089.980000 sec): 3 clusters
  Score: Raw -1183223.628441 + Penalty 3002.777856 = -1180220.850585
  nChanged 558
		SP:Iteration 7F (2090.010000 sec): 3 clusters
  Score: Raw -1183617.838940 + Penalty 3002.777856 = -1180615.061084
  nChanged 561
		SP:Iteration 8F (2090.040000 sec): 3 clusters
  Score: Raw -1184094.660158 + Penalty 3002.777856 = -1181091.882302
  nChanged 609
		SP:Iteration 9F (2090.060000 sec): 3 clusters
  Score: Raw -1184632.823956 + Penalty 3002.777856 = -1181630.046100
  nChanged 534
		SP:Iteration 10F (2090.090000 sec): 3 clusters
  Score: Raw -1185090.547058 + Penalty 3002.777856 = -1182087.769202
  nChanged 446
		SP:Iteration 11Q (2090.120000 sec): 3 clusters
  Score: Raw -1185425.645721 + Penalty 3002.777856 = -1182422.867865
  nChanged 305
		SP:Iteration 12Q (2090.140000 sec): 3 clusters
  Score: Raw -1185605.166739 + Penalty 3002.777856 = -1182602.388883
  nChanged 189
		SP:Iteration 13Q (2090.160000 sec): 3 clusters
  Score: Raw -1185689.847375 + Penalty 3002.777856 = -1182687.069519
  nChanged 128
		SP:Iteration 14Q (2090.190000 sec): 3 clusters
  Score: Raw -1185734.645795 + Penalty 3002.777856 = -1182731.867939
  nChanged 100
		SP:Iteration 15Q (2090.210000 sec): 3 clusters
  Score: Raw -1185762.828722 + Penalty 3002.777856 = -1182760.050866
  nChanged 71
		SP:Iteration 16Q (2090.230000 sec): 3 clusters
  Score: Raw -1185780.191995 + Penalty 3002.777856 = -1182777.414139
  nChanged 56
		SP:Iteration 17Q (2090.260000 sec): 3 clusters
  Score: Raw -1185791.060900 + Penalty 3002.777856 = -1182788.283044
  nChanged 38
		SP:Iteration 18Q (2090.280000 sec): 3 clusters
  Score: Raw -1185798.546574 + Penalty 3002.777856 = -1182795.768718
  nChanged 35
		SP:Iteration 19Q (2090.300000 sec): 3 clusters
  Score: Raw -1185803.948957 + Penalty 3002.777856 = -1182801.171101
  nChanged 27
		SP:Iteration 20F (2090.330000 sec): 3 clusters
  Score: Raw -1185807.782326 + Penalty 3002.777856 = -1182805.004470
  nChanged 19
		SP:Iteration 21Q (2090.350000 sec): 3 clusters
  Score: Raw -1185810.202488 + Penalty 3002.777856 = -1182807.424632
  nChanged 13
		SP:Iteration 22Q (2090.380000 sec): 3 clusters
  Score: Raw -1185811.779922 + Penalty 3002.777856 = -1182809.002066
  nChanged 8
		SP:Iteration 23Q (2090.400000 sec): 3 clusters
  Score: Raw -1185812.839732 + Penalty 3002.777856 = -1182810.061876
  nChanged 13
		SP:Iteration 24Q (2090.420000 sec): 3 clusters
  Score: Raw -1185814.001697 + Penalty 3002.777856 = -1182811.223841
  nChanged 8
		SP:Iteration 25Q (2090.450000 sec): 3 clusters
  Score: Raw -1185814.892054 + Penalty 3002.777856 = -1182812.114198
  nChanged 7
		SP:Iteration 26Q (2090.470000 sec): 3 clusters
  Score: Raw -1185815.464029 + Penalty 3002.777856 = -1182812.686173
  nChanged 7
		SP:Iteration 27Q (2090.500000 sec): 3 clusters
  Score: Raw -1185816.140946 + Penalty 3002.777856 = -1182813.363090
  nChanged 5
		SP:Iteration 28Q (2090.520000 sec): 3 clusters
  Score: Raw -1185816.667993 + Penalty 3002.777856 = -1182813.890137
  nChanged 4
		SP:Iteration 29Q (2090.540000 sec): 3 clusters
  Score: Raw -1185816.845402 + Penalty 3002.777856 = -1182814.067546
  nChanged 1
		SP:Iteration 30Q (2090.560000 sec): 3 clusters
  Score: Raw -1185816.867698 + Penalty 3002.777856 = -1182814.089842
  nChanged 0
		SP:Iteration 31F (2090.590000 sec): 3 clusters
  Score: Raw -1185816.867698 + Penalty 3002.777856 = -1182814.089842
  nChanged 0
Iteration 99Q (2110.460000 sec): 70 clusters
  Score: Raw -173852185.925269 + Penalty 159844.054790 = -173692341.870479
  nChanged 21296
Iteration 100F (2206.120000 sec): 70 clusters
  Score: Raw -173863085.905382 + Penalty 159844.054790 = -173703241.850592
  nChanged 15579
Iteration 101Q (2218.540000 sec): 70 clusters
  Score: Raw -173866821.986915 + Penalty 159844.054790 = -173706977.932125
  nChanged 7969
Iteration 102Q (2230.440000 sec): 70 clusters
  Score: Raw -173868101.945307 + Penalty 159844.054790 = -173708257.890516
  nChanged 4823
Iteration 103Q (2242.090000 sec): 70 clusters
  Score: Raw -173868779.723291 + Penalty 159844.054790 = -173708935.668501
  nChanged 3359
Iteration 104Q (2253.610000 sec): 70 clusters
  Score: Raw -173869169.930808 + Penalty 159844.054790 = -173709325.876018
  nChanged 2520
Iteration 105Q (2265.070000 sec): 70 clusters
  Score: Raw -173869516.638830 + Penalty 159844.054790 = -173709672.584040
  nChanged 1968
Iteration 106Q (2276.460000 sec): 70 clusters
  Score: Raw -173869948.492651 + Penalty 159844.054790 = -173710104.437860
  nChanged 1598
Iteration 107Q (2287.640000 sec): 70 clusters
  Score: Raw -173870125.872475 + Penalty 159844.054790 = -173710281.817685
  nChanged 1327
Iteration 108Q (2298.710000 sec): 70 clusters
  Score: Raw -173870281.511470 + Penalty 159844.054790 = -173710437.456680
  nChanged 1142
Iteration 109Q (2309.900000 sec): 70 clusters
  Score: Raw -173870419.401347 + Penalty 159844.054790 = -173710575.346556
  nChanged 980
Iteration 110Q (2321.090000 sec): 70 clusters
  Score: Raw -173870561.535574 + Penalty 159844.054790 = -173710717.480784
  nChanged 954
Iteration 111Q (2332.240000 sec): 70 clusters
  Score: Raw -173870673.823925 + Penalty 159844.054790 = -173710829.769135
  nChanged 913
Iteration 112Q (2343.330000 sec): 70 clusters
  Score: Raw -173870760.077154 + Penalty 159844.054790 = -173710916.022364
  nChanged 745
Iteration 113Q (2354.370000 sec): 70 clusters
  Score: Raw -173870829.477960 + Penalty 159844.054790 = -173710985.423170
  nChanged 668
Iteration 114Q (2365.410000 sec): 70 clusters
  Score: Raw -173870885.800340 + Penalty 159844.054790 = -173711041.745550
  nChanged 590
Iteration 115Q (2376.550000 sec): 70 clusters
  Score: Raw -173870944.293219 + Penalty 159844.054790 = -173711100.238429
  nChanged 551
Iteration 116Q (2387.850000 sec): 70 clusters
  Score: Raw -173871000.084884 + Penalty 159844.054790 = -173711156.030093
  nChanged 480
Iteration 117Q (2399.150000 sec): 70 clusters
  Score: Raw -173871050.659247 + Penalty 159844.054790 = -173711206.604457
  nChanged 445
Iteration 118Q (2410.410000 sec): 70 clusters
  Score: Raw -173871097.168179 + Penalty 159844.054790 = -173711253.113389
  nChanged 440
Iteration 119Q (2421.680000 sec): 70 clusters
  Score: Raw -173871140.828127 + Penalty 159844.054790 = -173711296.773336
  nChanged 406
Iteration 120F (2517.150000 sec): 70 clusters
  Score: Raw -173871337.721035 + Penalty 159844.054790 = -173711493.666245
  nChanged 410
Iteration 121Q (2527.960000 sec): 70 clusters
  Score: Raw -173872120.184622 + Penalty 159844.054790 = -173712276.129832
  nChanged 461
Iteration 122Q (2538.600000 sec): 70 clusters
  Score: Raw -173872311.802311 + Penalty 159844.054790 = -173712467.747521
  nChanged 454
Iteration 123Q (2549.150000 sec): 70 clusters
  Score: Raw -173872430.822977 + Penalty 159844.054790 = -173712586.768187
  nChanged 448
Iteration 124Q (2559.610000 sec): 70 clusters
  Score: Raw -173872548.965959 + Penalty 159844.054790 = -173712704.911169
  nChanged 430
Iteration 125Q (2570.220000 sec): 70 clusters
  Score: Raw -173872677.324777 + Penalty 159844.054790 = -173712833.269987
  nChanged 399
Iteration 126Q (2580.930000 sec): 70 clusters
  Score: Raw -173872827.685349 + Penalty 159844.054790 = -173712983.630558
  nChanged 415
Iteration 127Q (2591.520000 sec): 70 clusters
  Score: Raw -173872974.912397 + Penalty 159844.054790 = -173713130.857607
  nChanged 408
Iteration 128Q (2602.080000 sec): 70 clusters
  Score: Raw -173873115.977059 + Penalty 159844.054790 = -173713271.922269
  nChanged 404
Iteration 129Q (2612.640000 sec): 70 clusters
  Score: Raw -173873259.576374 + Penalty 159844.054790 = -173713415.521584
  nChanged 400
Iteration 130Q (2623.220000 sec): 70 clusters
  Score: Raw -173873412.019928 + Penalty 159844.054790 = -173713567.965138
  nChanged 376
Iteration 131Q (2633.850000 sec): 70 clusters
  Score: Raw -173873527.035470 + Penalty 159844.054790 = -173713682.980680
  nChanged 383
Iteration 132Q (2644.470000 sec): 70 clusters
  Score: Raw -173873578.562407 + Penalty 159844.054790 = -173713734.507617
  nChanged 342
Iteration 133Q (2655.160000 sec): 70 clusters
  Score: Raw -173873620.977697 + Penalty 159844.054790 = -173713776.922907
  nChanged 318
Iteration 134Q (2665.790000 sec): 70 clusters
  Score: Raw -173873660.768354 + Penalty 159844.054790 = -173713816.713564
  nChanged 342
Iteration 135Q (2676.440000 sec): 70 clusters
  Score: Raw -173873718.471189 + Penalty 159844.054790 = -173713874.416399
  nChanged 365
Iteration 136Q (2687.120000 sec): 70 clusters
  Score: Raw -173873827.833364 + Penalty 159844.054790 = -173713983.778574
  nChanged 434
Iteration 137Q (2697.770000 sec): 70 clusters
  Score: Raw -173873975.020983 + Penalty 159844.054790 = -173714130.966192
  nChanged 432
Iteration 138Q (2708.430000 sec): 70 clusters
  Score: Raw -173874183.173485 + Penalty 159844.054790 = -173714339.118695
  nChanged 433
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173874183.173485 + Penalty 159844.054790 = -173714339.118695
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2708.720000 sec): 2 clusters
  Score: Raw -3171454.152010 + Penalty 1657.915118 = -3169796.236892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2708.790000 sec): 3 clusters
  Score: Raw -3155027.318630 + Penalty 3315.830235 = -3151711.488395
  nChanged 12367
		SP:Iteration 1F (2708.870000 sec): 3 clusters
  Score: Raw -3161932.353933 + Penalty 3315.830235 = -3158616.523698
  nChanged 1421
		SP:Iteration 2F (2708.930000 sec): 3 clusters
  Score: Raw -3162504.689834 + Penalty 3315.830235 = -3159188.859599
  nChanged 1390
		SP:Iteration 3F (2709.010000 sec): 3 clusters
  Score: Raw -3163136.807639 + Penalty 3315.830235 = -3159820.977404
  nChanged 1404
		SP:Iteration 4F (2709.080000 sec): 3 clusters
  Score: Raw -3163845.718712 + Penalty 3315.830235 = -3160529.888477
  nChanged 1450
		SP:Iteration 5F (2709.150000 sec): 3 clusters
  Score: Raw -3164621.794236 + Penalty 3315.830235 = -3161305.964001
  nChanged 1472
		SP:Iteration 6F (2709.220000 sec): 3 clusters
  Score: Raw -3165445.945379 + Penalty 3315.830235 = -3162130.115144
  nChanged 1412
		SP:Iteration 7F (2709.290000 sec): 3 clusters
  Score: Raw -3166248.401595 + Penalty 3315.830235 = -3162932.571359
  nChanged 1435
		SP:Iteration 8F (2709.360000 sec): 3 clusters
  Score: Raw -3167081.009128 + Penalty 3315.830235 = -3163765.178893
  nChanged 1242
		SP:Iteration 9Q (2709.430000 sec): 3 clusters
  Score: Raw -3167731.447530 + Penalty 3315.830235 = -3164415.617295
  nChanged 981
		SP:Iteration 10Q (2709.490000 sec): 3 clusters
  Score: Raw -3168153.539565 + Penalty 3315.830235 = -3164837.709329
  nChanged 745
		SP:Iteration 11Q (2709.570000 sec): 3 clusters
  Score: Raw -3168401.973454 + Penalty 3315.830235 = -3165086.143219
  nChanged 536
		SP:Iteration 12Q (2709.630000 sec): 3 clusters
  Score: Raw -3168550.672495 + Penalty 3315.830235 = -3165234.842259
  nChanged 389
		SP:Iteration 13Q (2709.700000 sec): 3 clusters
  Score: Raw -3168642.725880 + Penalty 3315.830235 = -3165326.895645
  nChanged 301
		SP:Iteration 14Q (2709.770000 sec): 3 clusters
  Score: Raw -3168707.071843 + Penalty 3315.830235 = -3165391.241607
  nChanged 259
		SP:Iteration 15Q (2709.840000 sec): 3 clusters
  Score: Raw -3168759.926425 + Penalty 3315.830235 = -3165444.096189
  nChanged 240
		SP:Iteration 16Q (2709.910000 sec): 3 clusters
  Score: Raw -3168808.910425 + Penalty 3315.830235 = -3165493.080190
  nChanged 235
		SP:Iteration 17Q (2709.980000 sec): 3 clusters
  Score: Raw -3168854.120282 + Penalty 3315.830235 = -3165538.290047
  nChanged 215
		SP:Iteration 18Q (2710.050000 sec): 3 clusters
  Score: Raw -3168894.704199 + Penalty 3315.830235 = -3165578.873964
  nChanged 198
		SP:Iteration 19Q (2710.120000 sec): 3 clusters
  Score: Raw -3168933.043964 + Penalty 3315.830235 = -3165617.213728
  nChanged 198
		SP:Iteration 20F (2710.190000 sec): 3 clusters
  Score: Raw -3168967.250452 + Penalty 3315.830235 = -3165651.420216
  nChanged 201
		SP:Iteration 21Q (2710.260000 sec): 3 clusters
  Score: Raw -3169004.784428 + Penalty 3315.830235 = -3165688.954193
  nChanged 202
		SP:Iteration 22Q (2710.330000 sec): 3 clusters
  Score: Raw -3169043.201228 + Penalty 3315.830235 = -3165727.370992
  nChanged 205
		SP:Iteration 23Q (2710.400000 sec): 3 clusters
  Score: Raw -3169084.900689 + Penalty 3315.830235 = -3165769.070453
  nChanged 210
		SP:Iteration 24Q (2710.460000 sec): 3 clusters
  Score: Raw -3169125.312543 + Penalty 3315.830235 = -3165809.482308
  nChanged 211
		SP:Iteration 25Q (2710.530000 sec): 3 clusters
  Score: Raw -3169167.466221 + Penalty 3315.830235 = -3165851.635985
  nChanged 215
		SP:Iteration 26Q (2710.600000 sec): 3 clusters
  Score: Raw -3169216.932864 + Penalty 3315.830235 = -3165901.102628
  nChanged 213
		SP:Iteration 27Q (2710.670000 sec): 3 clusters
  Score: Raw -3169264.466822 + Penalty 3315.830235 = -3165948.636587
  nChanged 198
		SP:Iteration 28Q (2710.740000 sec): 3 clusters
  Score: Raw -3169305.293070 + Penalty 3315.830235 = -3165989.462834
  nChanged 201
		SP:Iteration 29Q (2710.800000 sec): 3 clusters
  Score: Raw -3169348.441837 + Penalty 3315.830235 = -3166032.611602
  nChanged 186
		SP:Iteration 30Q (2710.870000 sec): 3 clusters
  Score: Raw -3169392.711702 + Penalty 3315.830235 = -3166076.881467
  nChanged 198
		SP:Iteration 31Q (2710.940000 sec): 3 clusters
  Score: Raw -3169443.339518 + Penalty 3315.830235 = -3166127.509283
  nChanged 197
		SP:Iteration 32Q (2711.000000 sec): 3 clusters
  Score: Raw -3169491.461008 + Penalty 3315.830235 = -3166175.630773
  nChanged 198
		SP:Iteration 33Q (2711.070000 sec): 3 clusters
  Score: Raw -3169535.893231 + Penalty 3315.830235 = -3166220.062996
  nChanged 196
		SP:Iteration 34Q (2711.140000 sec): 3 clusters
  Score: Raw -3169577.750423 + Penalty 3315.830235 = -3166261.920188
  nChanged 201
		SP:Iteration 35Q (2711.200000 sec): 3 clusters
  Score: Raw -3169625.874084 + Penalty 3315.830235 = -3166310.043849
  nChanged 208
		SP:Iteration 36Q (2711.270000 sec): 3 clusters
  Score: Raw -3169675.778341 + Penalty 3315.830235 = -3166359.948106
  nChanged 197
		SP:Iteration 37Q (2711.340000 sec): 3 clusters
  Score: Raw -3169721.367329 + Penalty 3315.830235 = -3166405.537094
  nChanged 195
		SP:Iteration 38Q (2711.400000 sec): 3 clusters
  Score: Raw -3169761.157830 + Penalty 3315.830235 = -3166445.327595
  nChanged 196
		SP:Iteration 39Q (2711.460000 sec): 3 clusters
  Score: Raw -3169805.142104 + Penalty 3315.830235 = -3166489.311868
  nChanged 191
		SP:Iteration 40F (2711.540000 sec): 3 clusters
  Score: Raw -3169845.591280 + Penalty 3315.830235 = -3166529.761044
  nChanged 177
		SP:Iteration 41Q (2711.600000 sec): 3 clusters
  Score: Raw -3169882.427596 + Penalty 3315.830235 = -3166566.597360
  nChanged 189
		SP:Iteration 42Q (2711.660000 sec): 3 clusters
  Score: Raw -3169924.265748 + Penalty 3315.830235 = -3166608.435513
  nChanged 174
		SP:Iteration 43Q (2711.730000 sec): 3 clusters
  Score: Raw -3169960.293007 + Penalty 3315.830235 = -3166644.462772
  nChanged 164
		SP:Iteration 44Q (2711.790000 sec): 3 clusters
  Score: Raw -3169995.468977 + Penalty 3315.830235 = -3166679.638742
  nChanged 176
		SP:Iteration 45Q (2711.860000 sec): 3 clusters
  Score: Raw -3170033.767237 + Penalty 3315.830235 = -3166717.937002
  nChanged 156
		SP:Iteration 46Q (2711.920000 sec): 3 clusters
  Score: Raw -3170060.560680 + Penalty 3315.830235 = -3166744.730444
  nChanged 145
		SP:Iteration 47Q (2711.980000 sec): 3 clusters
  Score: Raw -3170086.898329 + Penalty 3315.830235 = -3166771.068094
  nChanged 159
		SP:Iteration 48Q (2712.040000 sec): 3 clusters
  Score: Raw -3170116.375939 + Penalty 3315.830235 = -3166800.545704
  nChanged 159
		SP:Iteration 49Q (2712.100000 sec): 3 clusters
  Score: Raw -3170145.522839 + Penalty 3315.830235 = -3166829.692604
  nChanged 174
		SP:Iteration 50Q (2712.170000 sec): 3 clusters
  Score: Raw -3170178.872461 + Penalty 3315.830235 = -3166863.042226
  nChanged 169
		SP:Iteration 51Q (2712.230000 sec): 3 clusters
  Score: Raw -3170210.698716 + Penalty 3315.830235 = -3166894.868481
  nChanged 174
		SP:Iteration 52Q (2712.290000 sec): 3 clusters
  Score: Raw -3170247.876231 + Penalty 3315.830235 = -3166932.045996
  nChanged 171
		SP:Iteration 53Q (2712.360000 sec): 3 clusters
  Score: Raw -3170286.305333 + Penalty 3315.830235 = -3166970.475097
  nChanged 181
		SP:Iteration 54Q (2712.420000 sec): 3 clusters
  Score: Raw -3170330.219528 + Penalty 3315.830235 = -3167014.389293
  nChanged 202
		SP:Iteration 55Q (2712.480000 sec): 3 clusters
  Score: Raw -3170384.553059 + Penalty 3315.830235 = -3167068.722824
  nChanged 195
		SP:Iteration 56Q (2712.540000 sec): 3 clusters
  Score: Raw -3170436.300787 + Penalty 3315.830235 = -3167120.470552
  nChanged 196
		SP:Iteration 57Q (2712.600000 sec): 3 clusters
  Score: Raw -3170491.196408 + Penalty 3315.830235 = -3167175.366173
  nChanged 190
		SP:Iteration 58Q (2712.660000 sec): 3 clusters
  Score: Raw -3170546.611492 + Penalty 3315.830235 = -3167230.781257
  nChanged 183
		SP:Iteration 59Q (2712.720000 sec): 3 clusters
  Score: Raw -3170598.308826 + Penalty 3315.830235 = -3167282.478590
  nChanged 161
		SP:Iteration 60F (2712.790000 sec): 3 clusters
  Score: Raw -3170647.145031 + Penalty 3315.830235 = -3167331.314796
  nChanged 179
		SP:Iteration 61Q (2712.850000 sec): 3 clusters
  Score: Raw -3170705.955597 + Penalty 3315.830235 = -3167390.125361
  nChanged 187
		SP:Iteration 62Q (2712.910000 sec): 3 clusters
  Score: Raw -3170767.326882 + Penalty 3315.830235 = -3167451.496646
  nChanged 184
		SP:Iteration 63Q (2712.970000 sec): 3 clusters
  Score: Raw -3170827.646002 + Penalty 3315.830235 = -3167511.815767
  nChanged 173
		SP:Iteration 64Q (2713.030000 sec): 3 clusters
  Score: Raw -3170881.766768 + Penalty 3315.830235 = -3167565.936532
  nChanged 158
		SP:Iteration 65Q (2713.080000 sec): 3 clusters
  Score: Raw -3170931.429443 + Penalty 3315.830235 = -3167615.599208
  nChanged 150
		SP:Iteration 66Q (2713.140000 sec): 3 clusters
  Score: Raw -3170977.826545 + Penalty 3315.830235 = -3167661.996310
  nChanged 142
		SP:Iteration 67Q (2713.200000 sec): 3 clusters
  Score: Raw -3171018.201578 + Penalty 3315.830235 = -3167702.371343
  nChanged 123
		SP:Iteration 68Q (2713.260000 sec): 3 clusters
  Score: Raw -3171053.842820 + Penalty 3315.830235 = -3167738.012585
  nChanged 120
		SP:Iteration 69Q (2713.310000 sec): 3 clusters
  Score: Raw -3171087.809509 + Penalty 3315.830235 = -3167771.979274
  nChanged 123
		SP:Iteration 70Q (2713.370000 sec): 3 clusters
  Score: Raw -3171124.467683 + Penalty 3315.830235 = -3167808.637447
  nChanged 133
		SP:Iteration 71Q (2713.420000 sec): 3 clusters
  Score: Raw -3171165.166462 + Penalty 3315.830235 = -3167849.336227
  nChanged 99
		SP:Iteration 72Q (2713.480000 sec): 3 clusters
  Score: Raw -3171196.799239 + Penalty 3315.830235 = -3167880.969004
  nChanged 106
		SP:Iteration 73Q (2713.530000 sec): 3 clusters
  Score: Raw -3171233.370297 + Penalty 3315.830235 = -3167917.540061
  nChanged 103
		SP:Iteration 74Q (2713.590000 sec): 3 clusters
  Score: Raw -3171273.200550 + Penalty 3315.830235 = -3167957.370315
  nChanged 95
		SP:Iteration 75Q (2713.640000 sec): 3 clusters
  Score: Raw -3171310.427695 + Penalty 3315.830235 = -3167994.597460
  nChanged 99
		SP:Iteration 76Q (2713.700000 sec): 3 clusters
  Score: Raw -3171347.316798 + Penalty 3315.830235 = -3168031.486563
  nChanged 89
		SP:Iteration 77Q (2713.750000 sec): 3 clusters
  Score: Raw -3171380.244648 + Penalty 3315.830235 = -3168064.414413
  nChanged 73
		SP:Iteration 78Q (2713.800000 sec): 3 clusters
  Score: Raw -3171410.874045 + Penalty 3315.830235 = -3168095.043810
  nChanged 63
		SP:Iteration 79Q (2713.850000 sec): 3 clusters
  Score: Raw -3171438.144942 + Penalty 3315.830235 = -3168122.314706
  nChanged 62
		SP:Iteration 80F (2713.920000 sec): 3 clusters
  Score: Raw -3171462.473491 + Penalty 3315.830235 = -3168146.643255
  nChanged 68
		SP:Iteration 81Q (2713.980000 sec): 3 clusters
  Score: Raw -3171487.575893 + Penalty 3315.830235 = -3168171.745658
  nChanged 47
		SP:Iteration 82Q (2714.030000 sec): 3 clusters
  Score: Raw -3171503.311728 + Penalty 3315.830235 = -3168187.481493
  nChanged 44
		SP:Iteration 83Q (2714.080000 sec): 3 clusters
  Score: Raw -3171517.638337 + Penalty 3315.830235 = -3168201.808101
  nChanged 31
		SP:Iteration 84Q (2714.130000 sec): 3 clusters
  Score: Raw -3171528.720948 + Penalty 3315.830235 = -3168212.890713
  nChanged 20
		SP:Iteration 85Q (2714.180000 sec): 3 clusters
  Score: Raw -3171534.259630 + Penalty 3315.830235 = -3168218.429395
  nChanged 21
		SP:Iteration 86Q (2714.230000 sec): 3 clusters
  Score: Raw -3171538.977011 + Penalty 3315.830235 = -3168223.146776
  nChanged 19
		SP:Iteration 87Q (2714.280000 sec): 3 clusters
  Score: Raw -3171545.438933 + Penalty 3315.830235 = -3168229.608698
  nChanged 15
		SP:Iteration 88Q (2714.330000 sec): 3 clusters
  Score: Raw -3171552.489706 + Penalty 3315.830235 = -3168236.659471
  nChanged 22
		SP:Iteration 89Q (2714.380000 sec): 3 clusters
  Score: Raw -3171559.917768 + Penalty 3315.830235 = -3168244.087533
  nChanged 18
		SP:Iteration 90Q (2714.440000 sec): 3 clusters
  Score: Raw -3171566.071985 + Penalty 3315.830235 = -3168250.241749
  nChanged 17
		SP:Iteration 91Q (2714.480000 sec): 3 clusters
  Score: Raw -3171570.399133 + Penalty 3315.830235 = -3168254.568898
  nChanged 15
		SP:Iteration 92Q (2714.540000 sec): 3 clusters
  Score: Raw -3171577.830560 + Penalty 3315.830235 = -3168262.000325
  nChanged 18
		SP:Iteration 93Q (2714.590000 sec): 3 clusters
  Score: Raw -3171585.584983 + Penalty 3315.830235 = -3168269.754748
  nChanged 17
		SP:Iteration 94Q (2714.640000 sec): 3 clusters
  Score: Raw -3171593.787119 + Penalty 3315.830235 = -3168277.956883
  nChanged 17
		SP:Iteration 95Q (2714.690000 sec): 3 clusters
  Score: Raw -3171599.378712 + Penalty 3315.830235 = -3168283.548476
  nChanged 12
		SP:Iteration 96Q (2714.740000 sec): 3 clusters
  Score: Raw -3171603.973945 + Penalty 3315.830235 = -3168288.143710
  nChanged 16
		SP:Iteration 97Q (2714.790000 sec): 3 clusters
  Score: Raw -3171609.836122 + Penalty 3315.830235 = -3168294.005886
  nChanged 12
		SP:Iteration 98Q (2714.840000 sec): 3 clusters
  Score: Raw -3171614.716171 + Penalty 3315.830235 = -3168298.885936
  nChanged 11
		SP:Iteration 99Q (2714.890000 sec): 3 clusters
  Score: Raw -3171618.685916 + Penalty 3315.830235 = -3168302.855681
  nChanged 10
		SP:Iteration 100F (2714.960000 sec): 3 clusters
  Score: Raw -3171624.760563 + Penalty 3315.830235 = -3168308.930328
  nChanged 15
		SP:Iteration 101Q (2715.010000 sec): 3 clusters
  Score: Raw -3171632.747154 + Penalty 3315.830235 = -3168316.916918
  nChanged 14
		SP:Iteration 102Q (2715.060000 sec): 3 clusters
  Score: Raw -3171639.170540 + Penalty 3315.830235 = -3168323.340305
  nChanged 7
		SP:Iteration 103Q (2715.110000 sec): 3 clusters
  Score: Raw -3171642.179150 + Penalty 3315.830235 = -3168326.348915
  nChanged 6
		SP:Iteration 104Q (2715.160000 sec): 3 clusters
  Score: Raw -3171644.261212 + Penalty 3315.830235 = -3168328.430977
  nChanged 4
		SP:Iteration 105Q (2715.210000 sec): 3 clusters
  Score: Raw -3171645.379449 + Penalty 3315.830235 = -3168329.549213
  nChanged 1
		SP:Iteration 106Q (2715.260000 sec): 3 clusters
  Score: Raw -3171645.755107 + Penalty 3315.830235 = -3168329.924872
  nChanged 0
		SP:Iteration 107F (2715.330000 sec): 3 clusters
  Score: Raw -3171645.755107 + Penalty 3315.830235 = -3168329.924872
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2715.370000 sec): 2 clusters
  Score: Raw -1110993.680210 + Penalty 1484.590258 = -1109509.089952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2715.390000 sec): 3 clusters
  Score: Raw -1105717.685289 + Penalty 2969.180516 = -1102748.504773
  nChanged 4019
		SP:Iteration 1F (2715.420000 sec): 3 clusters
  Score: Raw -1108062.975998 + Penalty 2969.180516 = -1105093.795482
  nChanged 656
		SP:Iteration 2F (2715.440000 sec): 3 clusters
  Score: Raw -1108442.557470 + Penalty 2969.180516 = -1105473.376954
  nChanged 580
		SP:Iteration 3F (2715.460000 sec): 3 clusters
  Score: Raw -1108740.242614 + Penalty 2969.180516 = -1105771.062098
  nChanged 503
		SP:Iteration 4F (2715.490000 sec): 3 clusters
  Score: Raw -1109034.154401 + Penalty 2969.180516 = -1106064.973885
  nChanged 529
		SP:Iteration 5F (2715.510000 sec): 3 clusters
  Score: Raw -1109340.709066 + Penalty 2969.180516 = -1106371.528550
  nChanged 472
		SP:Iteration 6F (2715.540000 sec): 3 clusters
  Score: Raw -1109596.491520 + Penalty 2969.180516 = -1106627.311004
  nChanged 418
		SP:Iteration 7Q (2715.560000 sec): 3 clusters
  Score: Raw -1109805.510346 + Penalty 2969.180516 = -1106836.329830
  nChanged 362
		SP:Iteration 8Q (2715.580000 sec): 3 clusters
  Score: Raw -1109967.598843 + Penalty 2969.180516 = -1106998.418327
  nChanged 301
		SP:Iteration 9Q (2715.600000 sec): 3 clusters
  Score: Raw -1110111.383396 + Penalty 2969.180516 = -1107142.202880
  nChanged 297
		SP:Iteration 10Q (2715.630000 sec): 3 clusters
  Score: Raw -1110254.838710 + Penalty 2969.180516 = -1107285.658194
  nChanged 292
		SP:Iteration 11Q (2715.650000 sec): 3 clusters
  Score: Raw -1110417.984242 + Penalty 2969.180516 = -1107448.803726
  nChanged 283
		SP:Iteration 12Q (2715.680000 sec): 3 clusters
  Score: Raw -1110589.248995 + Penalty 2969.180516 = -1107620.068479
  nChanged 281
		SP:Iteration 13Q (2715.700000 sec): 3 clusters
  Score: Raw -1110755.445644 + Penalty 2969.180516 = -1107786.265128
  nChanged 233
		SP:Iteration 14Q (2715.720000 sec): 3 clusters
  Score: Raw -1110893.579839 + Penalty 2969.180516 = -1107924.399323
  nChanged 218
		SP:Iteration 15Q (2715.740000 sec): 3 clusters
  Score: Raw -1111022.431927 + Penalty 2969.180516 = -1108053.251411
  nChanged 175
		SP:Iteration 16Q (2715.770000 sec): 3 clusters
  Score: Raw -1111126.910279 + Penalty 2969.180516 = -1108157.729763
  nChanged 150
		SP:Iteration 17Q (2715.790000 sec): 3 clusters
  Score: Raw -1111220.999123 + Penalty 2969.180516 = -1108251.818607
  nChanged 127
		SP:Iteration 18Q (2715.810000 sec): 3 clusters
  Score: Raw -1111310.795520 + Penalty 2969.180516 = -1108341.615004
  nChanged 108
		SP:Iteration 19Q (2715.840000 sec): 3 clusters
  Score: Raw -1111382.785943 + Penalty 2969.180516 = -1108413.605427
  nChanged 90
		SP:Iteration 20F (2715.860000 sec): 3 clusters
  Score: Raw -1111436.418238 + Penalty 2969.180516 = -1108467.237722
  nChanged 62
		SP:Iteration 21Q (2715.880000 sec): 3 clusters
  Score: Raw -1111469.300864 + Penalty 2969.180516 = -1108500.120348
  nChanged 46
		SP:Iteration 22Q (2715.900000 sec): 3 clusters
  Score: Raw -1111499.637051 + Penalty 2969.180516 = -1108530.456534
  nChanged 36
		SP:Iteration 23Q (2715.920000 sec): 3 clusters
  Score: Raw -1111520.629580 + Penalty 2969.180516 = -1108551.449064
  nChanged 33
		SP:Iteration 24Q (2715.950000 sec): 3 clusters
  Score: Raw -1111542.936046 + Penalty 2969.180516 = -1108573.755530
  nChanged 31
		SP:Iteration 25Q (2715.970000 sec): 3 clusters
  Score: Raw -1111564.554563 + Penalty 2969.180516 = -1108595.374047
  nChanged 31
		SP:Iteration 26Q (2715.990000 sec): 3 clusters
  Score: Raw -1111586.156477 + Penalty 2969.180516 = -1108616.975961
  nChanged 15
		SP:Iteration 27Q (2716.010000 sec): 3 clusters
  Score: Raw -1111597.080135 + Penalty 2969.180516 = -1108627.899619
  nChanged 19
		SP:Iteration 28Q (2716.030000 sec): 3 clusters
  Score: Raw -1111610.661833 + Penalty 2969.180516 = -1108641.481317
  nChanged 14
		SP:Iteration 29Q (2716.050000 sec): 3 clusters
  Score: Raw -1111619.623201 + Penalty 2969.180516 = -1108650.442685
  nChanged 13
		SP:Iteration 30Q (2716.070000 sec): 3 clusters
  Score: Raw -1111627.413380 + Penalty 2969.180516 = -1108658.232864
  nChanged 10
		SP:Iteration 31Q (2716.090000 sec): 3 clusters
  Score: Raw -1111634.680684 + Penalty 2969.180516 = -1108665.500168
  nChanged 4
		SP:Iteration 32Q (2716.110000 sec): 3 clusters
  Score: Raw -1111637.906872 + Penalty 2969.180516 = -1108668.726356
  nChanged 6
		SP:Iteration 33Q (2716.130000 sec): 3 clusters
  Score: Raw -1111639.583828 + Penalty 2969.180516 = -1108670.403312
  nChanged 5
		SP:Iteration 34Q (2716.150000 sec): 3 clusters
  Score: Raw -1111641.558344 + Penalty 2969.180516 = -1108672.377828
  nChanged 2
		SP:Iteration 35Q (2716.170000 sec): 3 clusters
  Score: Raw -1111642.218546 + Penalty 2969.180516 = -1108673.038030
  nChanged 0
		SP:Iteration 36F (2716.190000 sec): 3 clusters
  Score: Raw -1111642.218546 + Penalty 2969.180516 = -1108673.038030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2716.220000 sec): 2 clusters
  Score: Raw -974907.217092 + Penalty 1468.560543 = -973438.656549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2716.240000 sec): 3 clusters
  Score: Raw -970266.201719 + Penalty 2937.121087 = -967329.080632
  nChanged 3540
		SP:Iteration 1F (2716.260000 sec): 3 clusters
  Score: Raw -972107.437373 + Penalty 2937.121087 = -969170.316286
  nChanged 554
		SP:Iteration 2F (2716.280000 sec): 3 clusters
  Score: Raw -972350.910829 + Penalty 2937.121087 = -969413.789742
  nChanged 426
		SP:Iteration 3F (2716.300000 sec): 3 clusters
  Score: Raw -972530.391340 + Penalty 2937.121087 = -969593.270253
  nChanged 366
		SP:Iteration 4Q (2716.320000 sec): 3 clusters
  Score: Raw -972695.534526 + Penalty 2937.121087 = -969758.413439
  nChanged 381
		SP:Iteration 5Q (2716.340000 sec): 3 clusters
  Score: Raw -972858.750644 + Penalty 2937.121087 = -969921.629557
  nChanged 356
		SP:Iteration 6Q (2716.360000 sec): 3 clusters
  Score: Raw -973043.129648 + Penalty 2937.121087 = -970106.008561
  nChanged 365
		SP:Iteration 7Q (2716.390000 sec): 3 clusters
  Score: Raw -973242.035033 + Penalty 2937.121087 = -970304.913946
  nChanged 361
		SP:Iteration 8Q (2716.410000 sec): 3 clusters
  Score: Raw -973435.643010 + Penalty 2937.121087 = -970498.521924
  nChanged 362
		SP:Iteration 9Q (2716.430000 sec): 3 clusters
  Score: Raw -973641.623341 + Penalty 2937.121087 = -970704.502254
  nChanged 356
		SP:Iteration 10Q (2716.450000 sec): 3 clusters
  Score: Raw -973842.253574 + Penalty 2937.121087 = -970905.132487
  nChanged 324
		SP:Iteration 11Q (2716.470000 sec): 3 clusters
  Score: Raw -974013.847755 + Penalty 2937.121087 = -971076.726668
  nChanged 282
		SP:Iteration 12Q (2716.490000 sec): 3 clusters
  Score: Raw -974165.513642 + Penalty 2937.121087 = -971228.392555
  nChanged 249
		SP:Iteration 13Q (2716.520000 sec): 3 clusters
  Score: Raw -974297.297516 + Penalty 2937.121087 = -971360.176429
  nChanged 214
		SP:Iteration 14Q (2716.540000 sec): 3 clusters
  Score: Raw -974412.942148 + Penalty 2937.121087 = -971475.821061
  nChanged 182
		SP:Iteration 15Q (2716.560000 sec): 3 clusters
  Score: Raw -974500.760817 + Penalty 2937.121087 = -971563.639730
  nChanged 162
		SP:Iteration 16Q (2716.580000 sec): 3 clusters
  Score: Raw -974587.384821 + Penalty 2937.121087 = -971650.263734
  nChanged 138
		SP:Iteration 17Q (2716.600000 sec): 3 clusters
  Score: Raw -974661.358060 + Penalty 2937.121087 = -971724.236973
  nChanged 125
		SP:Iteration 18Q (2716.620000 sec): 3 clusters
  Score: Raw -974726.644812 + Penalty 2937.121087 = -971789.523725
  nChanged 93
		SP:Iteration 19Q (2716.640000 sec): 3 clusters
  Score: Raw -974775.169363 + Penalty 2937.121087 = -971838.048276
  nChanged 66
		SP:Iteration 20F (2716.660000 sec): 3 clusters
  Score: Raw -974804.624030 + Penalty 2937.121087 = -971867.502943
  nChanged 66
		SP:Iteration 21Q (2716.690000 sec): 3 clusters
  Score: Raw -974837.302056 + Penalty 2937.121087 = -971900.180969
  nChanged 60
		SP:Iteration 22Q (2716.710000 sec): 3 clusters
  Score: Raw -974866.853039 + Penalty 2937.121087 = -971929.731952
  nChanged 52
		SP:Iteration 23Q (2716.730000 sec): 3 clusters
  Score: Raw -974899.874951 + Penalty 2937.121087 = -971962.753864
  nChanged 47
		SP:Iteration 24Q (2716.750000 sec): 3 clusters
  Score: Raw -974926.768348 + Penalty 2937.121087 = -971989.647262
  nChanged 35
		SP:Iteration 25Q (2716.770000 sec): 3 clusters
  Score: Raw -974944.724041 + Penalty 2937.121087 = -972007.602954
  nChanged 32
		SP:Iteration 26Q (2716.790000 sec): 3 clusters
  Score: Raw -974962.907838 + Penalty 2937.121087 = -972025.786751
  nChanged 24
		SP:Iteration 27Q (2716.810000 sec): 3 clusters
  Score: Raw -974975.457643 + Penalty 2937.121087 = -972038.336556
  nChanged 14
		SP:Iteration 28Q (2716.830000 sec): 3 clusters
  Score: Raw -974982.445914 + Penalty 2937.121087 = -972045.324828
  nChanged 16
		SP:Iteration 29Q (2716.850000 sec): 3 clusters
  Score: Raw -974991.367458 + Penalty 2937.121087 = -972054.246372
  nChanged 16
		SP:Iteration 30Q (2716.870000 sec): 3 clusters
  Score: Raw -974999.651902 + Penalty 2937.121087 = -972062.530815
  nChanged 12
		SP:Iteration 31Q (2716.890000 sec): 3 clusters
  Score: Raw -975007.828131 + Penalty 2937.121087 = -972070.707044
  nChanged 14
		SP:Iteration 32Q (2716.910000 sec): 3 clusters
  Score: Raw -975016.055041 + Penalty 2937.121087 = -972078.933954
  nChanged 13
		SP:Iteration 33Q (2716.930000 sec): 3 clusters
  Score: Raw -975022.488864 + Penalty 2937.121087 = -972085.367777
  nChanged 7
		SP:Iteration 34Q (2716.940000 sec): 3 clusters
  Score: Raw -975025.505395 + Penalty 2937.121087 = -972088.384308
  nChanged 3
		SP:Iteration 35Q (2716.960000 sec): 3 clusters
  Score: Raw -975026.401497 + Penalty 2937.121087 = -972089.280410
  nChanged 3
		SP:Iteration 36Q (2716.980000 sec): 3 clusters
  Score: Raw -975027.298190 + Penalty 2937.121087 = -972090.177103
  nChanged 2
		SP:Iteration 37Q (2717.000000 sec): 3 clusters
  Score: Raw -975028.412704 + Penalty 2937.121087 = -972091.291617
  nChanged 2
		SP:Iteration 38Q (2717.020000 sec): 3 clusters
  Score: Raw -975030.389635 + Penalty 2937.121087 = -972093.268548
  nChanged 5
		SP:Iteration 39Q (2717.040000 sec): 3 clusters
  Score: Raw -975033.017904 + Penalty 2937.121087 = -972095.896817
  nChanged 6
		SP:Iteration 40F (2717.060000 sec): 3 clusters
  Score: Raw -975036.156148 + Penalty 2937.121087 = -972099.035062
  nChanged 8
		SP:Iteration 41Q (2717.080000 sec): 3 clusters
  Score: Raw -975040.030275 + Penalty 2937.121087 = -972102.909188
  nChanged 5
		SP:Iteration 42Q (2717.100000 sec): 3 clusters
  Score: Raw -975043.217144 + Penalty 2937.121087 = -972106.096057
  nChanged 3
		SP:Iteration 43Q (2717.120000 sec): 3 clusters
  Score: Raw -975046.041490 + Penalty 2937.121087 = -972108.920403
  nChanged 4
		SP:Iteration 44Q (2717.140000 sec): 3 clusters
  Score: Raw -975048.554886 + Penalty 2937.121087 = -972111.433799
  nChanged 4
		SP:Iteration 45Q (2717.160000 sec): 3 clusters
  Score: Raw -975051.549964 + Penalty 2937.121087 = -972114.428877
  nChanged 2
		SP:Iteration 46Q (2717.180000 sec): 3 clusters
  Score: Raw -975052.474269 + Penalty 2937.121087 = -972115.353182
  nChanged 2
		SP:Iteration 47Q (2717.200000 sec): 3 clusters
  Score: Raw -975053.678545 + Penalty 2937.121087 = -972116.557458
  nChanged 2
		SP:Iteration 48Q (2717.220000 sec): 3 clusters
  Score: Raw -975054.693042 + Penalty 2937.121087 = -972117.571955
  nChanged 2
		SP:Iteration 49Q (2717.240000 sec): 3 clusters
  Score: Raw -975056.375845 + Penalty 2937.121087 = -972119.254758
  nChanged 4
		SP:Iteration 50Q (2717.260000 sec): 3 clusters
  Score: Raw -975058.445718 + Penalty 2937.121087 = -972121.324631
  nChanged 1
		SP:Iteration 51Q (2717.280000 sec): 3 clusters
  Score: Raw -975058.830082 + Penalty 2937.121087 = -972121.708995
  nChanged 1
		SP:Iteration 52Q (2717.290000 sec): 3 clusters
  Score: Raw -975059.431032 + Penalty 2937.121087 = -972122.309946
  nChanged 2
		SP:Iteration 53Q (2717.310000 sec): 3 clusters
  Score: Raw -975060.175408 + Penalty 2937.121087 = -972123.054321
  nChanged 2
		SP:Iteration 54Q (2717.330000 sec): 3 clusters
  Score: Raw -975060.841979 + Penalty 2937.121087 = -972123.720892
  nChanged 0
		SP:Iteration 55F (2717.350000 sec): 3 clusters
  Score: Raw -975060.841979 + Penalty 2937.121087 = -972123.720892
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (41586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2717.480000 sec): 2 clusters
  Score: Raw -4762402.769462 + Penalty 1728.271813 = -4760674.497649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2717.600000 sec): 3 clusters
  Score: Raw -4736436.792953 + Penalty 3456.543627 = -4732980.249326
  nChanged 19283
		SP:Iteration 1F (2717.710000 sec): 3 clusters
  Score: Raw -4747464.849031 + Penalty 3456.543627 = -4744008.305404
  nChanged 2037
		SP:Iteration 2Q (2717.820000 sec): 3 clusters
  Score: Raw -4748250.503669 + Penalty 3456.543627 = -4744793.960043
  nChanged 2194
		SP:Iteration 3F (2717.930000 sec): 3 clusters
  Score: Raw -4749167.685298 + Penalty 3456.543627 = -4745711.141671
  nChanged 2270
		SP:Iteration 4F (2718.040000 sec): 3 clusters
  Score: Raw -4750183.581649 + Penalty 3456.543627 = -4746727.038022
  nChanged 2356
		SP:Iteration 5F (2718.150000 sec): 3 clusters
  Score: Raw -4751330.208606 + Penalty 3456.543627 = -4747873.664980
  nChanged 2473
		SP:Iteration 6F (2718.260000 sec): 3 clusters
  Score: Raw -4752665.913275 + Penalty 3456.543627 = -4749209.369648
  nChanged 2526
		SP:Iteration 7F (2718.370000 sec): 3 clusters
  Score: Raw -4754204.808471 + Penalty 3456.543627 = -4750748.264844
  nChanged 2479
		SP:Iteration 8F (2718.480000 sec): 3 clusters
  Score: Raw -4755883.014222 + Penalty 3456.543627 = -4752426.470595
  nChanged 2367
		SP:Iteration 9F (2718.600000 sec): 3 clusters
  Score: Raw -4757658.796139 + Penalty 3456.543627 = -4754202.252513
  nChanged 2106
		SP:Iteration 10F (2718.710000 sec): 3 clusters
  Score: Raw -4759368.046371 + Penalty 3456.543627 = -4755911.502745
  nChanged 1643
		SP:Iteration 11Q (2718.820000 sec): 3 clusters
  Score: Raw -4760715.623667 + Penalty 3456.543627 = -4757259.080040
  nChanged 1092
		SP:Iteration 12Q (2718.920000 sec): 3 clusters
  Score: Raw -4761586.099007 + Penalty 3456.543627 = -4758129.555381
  nChanged 643
		SP:Iteration 13Q (2719.020000 sec): 3 clusters
  Score: Raw -4762090.138246 + Penalty 3456.543627 = -4758633.594619
  nChanged 324
		SP:Iteration 14Q (2719.120000 sec): 3 clusters
  Score: Raw -4762345.066316 + Penalty 3456.543627 = -4758888.522689
  nChanged 195
		SP:Iteration 15Q (2719.200000 sec): 3 clusters
  Score: Raw -4762494.187112 + Penalty 3456.543627 = -4759037.643485
  nChanged 77
		SP:Iteration 16Q (2719.290000 sec): 3 clusters
  Score: Raw -4762556.303500 + Penalty 3456.543627 = -4759099.759874
  nChanged 50
		SP:Iteration 17Q (2719.370000 sec): 3 clusters
  Score: Raw -4762600.375540 + Penalty 3456.543627 = -4759143.831913
  nChanged 30
		SP:Iteration 18Q (2719.450000 sec): 3 clusters
  Score: Raw -4762629.397621 + Penalty 3456.543627 = -4759172.853994
  nChanged 23
		SP:Iteration 19Q (2719.530000 sec): 3 clusters
  Score: Raw -4762645.653615 + Penalty 3456.543627 = -4759189.109988
  nChanged 7
		SP:Iteration 20F (2719.640000 sec): 3 clusters
  Score: Raw -4762652.100160 + Penalty 3456.543627 = -4759195.556533
  nChanged 1
		SP:Iteration 21Q (2719.720000 sec): 3 clusters
  Score: Raw -4762653.562191 + Penalty 3456.543627 = -4759197.018565
  nChanged 2
		SP:Iteration 22Q (2719.800000 sec): 3 clusters
  Score: Raw -4762654.495560 + Penalty 3456.543627 = -4759197.951933
  nChanged 0
		SP:Iteration 23F (2719.900000 sec): 3 clusters
  Score: Raw -4762654.495560 + Penalty 3456.543627 = -4759197.951933
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2720.240000 sec): 2 clusters
  Score: Raw -13075138.273495 + Penalty 1887.443954 = -13073250.829541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2720.540000 sec): 3 clusters
  Score: Raw -13002723.477721 + Penalty 3774.887908 = -12998948.589813
  nChanged 53088
		SP:Iteration 1F (2720.830000 sec): 3 clusters
  Score: Raw -13034190.273987 + Penalty 3774.887908 = -13030415.386079
  nChanged 3756
		SP:Iteration 2Q (2721.140000 sec): 3 clusters
  Score: Raw -13035402.043434 + Penalty 3774.887908 = -13031627.155526
  nChanged 4372
		SP:Iteration 3Q (2721.440000 sec): 3 clusters
  Score: Raw -13037283.650642 + Penalty 3774.887908 = -13033508.762734
  nChanged 5442
		SP:Iteration 4Q (2721.740000 sec): 3 clusters
  Score: Raw -13040278.245202 + Penalty 3774.887908 = -13036503.357294
  nChanged 6748
		SP:Iteration 5F (2722.040000 sec): 3 clusters
  Score: Raw -13045027.565994 + Penalty 3774.887908 = -13041252.678086
  nChanged 8096
		SP:Iteration 6F (2722.340000 sec): 3 clusters
  Score: Raw -13051840.258796 + Penalty 3774.887908 = -13048065.370888
  nChanged 8294
		SP:Iteration 7F (2722.640000 sec): 3 clusters
  Score: Raw -13059314.532727 + Penalty 3774.887908 = -13055539.644819
  nChanged 7135
		SP:Iteration 8F (2722.940000 sec): 3 clusters
  Score: Raw -13065794.241059 + Penalty 3774.887908 = -13062019.353151
  nChanged 5119
		SP:Iteration 9Q (2723.210000 sec): 3 clusters
  Score: Raw -13070309.878665 + Penalty 3774.887908 = -13066534.990757
  nChanged 3115
		SP:Iteration 10Q (2723.460000 sec): 3 clusters
  Score: Raw -13073008.879492 + Penalty 3774.887908 = -13069233.991584
  nChanged 1548
		SP:Iteration 11Q (2723.690000 sec): 3 clusters
  Score: Raw -13074314.041552 + Penalty 3774.887908 = -13070539.153644
  nChanged 684
		SP:Iteration 12Q (2723.920000 sec): 3 clusters
  Score: Raw -13074895.164782 + Penalty 3774.887908 = -13071120.276874
  nChanged 292
		SP:Iteration 13Q (2724.130000 sec): 3 clusters
  Score: Raw -13075139.367741 + Penalty 3774.887908 = -13071364.479833
  nChanged 149
		SP:Iteration 14Q (2724.340000 sec): 3 clusters
  Score: Raw -13075275.661382 + Penalty 3774.887908 = -13071500.773474
  nChanged 91
		SP:Iteration 15Q (2724.550000 sec): 3 clusters
  Score: Raw -13075366.768304 + Penalty 3774.887908 = -13071591.880396
  nChanged 63
		SP:Iteration 16Q (2724.750000 sec): 3 clusters
  Score: Raw -13075414.346284 + Penalty 3774.887908 = -13071639.458376
  nChanged 40
		SP:Iteration 17Q (2724.960000 sec): 3 clusters
  Score: Raw -13075440.998912 + Penalty 3774.887908 = -13071666.111004
  nChanged 24
		SP:Iteration 18Q (2725.170000 sec): 3 clusters
  Score: Raw -13075454.652074 + Penalty 3774.887908 = -13071679.764166
  nChanged 17
		SP:Iteration 19Q (2725.380000 sec): 3 clusters
  Score: Raw -13075466.658850 + Penalty 3774.887908 = -13071691.770942
  nChanged 17
		SP:Iteration 20F (2725.670000 sec): 3 clusters
  Score: Raw -13075475.246233 + Penalty 3774.887908 = -13071700.358325
  nChanged 10
		SP:Iteration 21Q (2725.880000 sec): 3 clusters
  Score: Raw -13075480.694519 + Penalty 3774.887908 = -13071705.806611
  nChanged 7
		SP:Iteration 22Q (2726.090000 sec): 3 clusters
  Score: Raw -13075485.579936 + Penalty 3774.887908 = -13071710.692028
  nChanged 6
		SP:Iteration 23Q (2726.300000 sec): 3 clusters
  Score: Raw -13075489.422439 + Penalty 3774.887908 = -13071714.534531
  nChanged 7
		SP:Iteration 24Q (2726.500000 sec): 3 clusters
  Score: Raw -13075493.890581 + Penalty 3774.887908 = -13071719.002673
  nChanged 7
		SP:Iteration 25Q (2726.710000 sec): 3 clusters
  Score: Raw -13075497.405832 + Penalty 3774.887908 = -13071722.517924
  nChanged 4
		SP:Iteration 26Q (2726.920000 sec): 3 clusters
  Score: Raw -13075500.420639 + Penalty 3774.887908 = -13071725.532731
  nChanged 5
		SP:Iteration 27Q (2727.120000 sec): 3 clusters
  Score: Raw -13075505.776279 + Penalty 3774.887908 = -13071730.888371
  nChanged 5
		SP:Iteration 28Q (2727.330000 sec): 3 clusters
  Score: Raw -13075511.083283 + Penalty 3774.887908 = -13071736.195375
  nChanged 4
		SP:Iteration 29Q (2727.530000 sec): 3 clusters
  Score: Raw -13075514.152624 + Penalty 3774.887908 = -13071739.264716
  nChanged 5
		SP:Iteration 30Q (2727.740000 sec): 3 clusters
  Score: Raw -13075516.888960 + Penalty 3774.887908 = -13071742.001052
  nChanged 5
		SP:Iteration 31Q (2727.940000 sec): 3 clusters
  Score: Raw -13075518.782506 + Penalty 3774.887908 = -13071743.894598
  nChanged 2
		SP:Iteration 32Q (2728.150000 sec): 3 clusters
  Score: Raw -13075519.686893 + Penalty 3774.887908 = -13071744.798985
  nChanged 0
		SP:Iteration 33F (2728.440000 sec): 3 clusters
  Score: Raw -13075519.686893 + Penalty 3774.887908 = -13071744.798985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (108143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2728.720000 sec): 2 clusters
  Score: Raw -12381518.822777 + Penalty 1883.571577 = -12379635.251200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2729.010000 sec): 3 clusters
  Score: Raw -12311022.613908 + Penalty 3767.143154 = -12307255.470754
  nChanged 51922
		SP:Iteration 1F (2729.300000 sec): 3 clusters
  Score: Raw -12341669.161458 + Penalty 3767.143154 = -12337902.018304
  nChanged 3976
		SP:Iteration 2Q (2729.600000 sec): 3 clusters
  Score: Raw -12342837.522701 + Penalty 3767.143154 = -12339070.379547
  nChanged 4450
		SP:Iteration 3Q (2729.890000 sec): 3 clusters
  Score: Raw -12344485.448117 + Penalty 3767.143154 = -12340718.304963
  nChanged 5341
		SP:Iteration 4Q (2730.190000 sec): 3 clusters
  Score: Raw -12347072.617485 + Penalty 3767.143154 = -12343305.474331
  nChanged 6509
		SP:Iteration 5F (2730.480000 sec): 3 clusters
  Score: Raw -12351127.173066 + Penalty 3767.143154 = -12347360.029912
  nChanged 7650
		SP:Iteration 6F (2730.770000 sec): 3 clusters
  Score: Raw -12356800.084232 + Penalty 3767.143154 = -12353032.941078
  nChanged 7895
		SP:Iteration 7F (2731.060000 sec): 3 clusters
  Score: Raw -12363201.334391 + Penalty 3767.143154 = -12359434.191237
  nChanged 7000
		SP:Iteration 8F (2731.350000 sec): 3 clusters
  Score: Raw -12369007.078770 + Penalty 3767.143154 = -12365239.935616
  nChanged 5499
		SP:Iteration 9F (2731.630000 sec): 3 clusters
  Score: Raw -12373642.308115 + Penalty 3767.143154 = -12369875.164961
  nChanged 3919
		SP:Iteration 10Q (2731.890000 sec): 3 clusters
  Score: Raw -12376882.779388 + Penalty 3767.143154 = -12373115.636234
  nChanged 2660
		SP:Iteration 11Q (2732.140000 sec): 3 clusters
  Score: Raw -12379055.048121 + Penalty 3767.143154 = -12375287.904967
  nChanged 1653
		SP:Iteration 12Q (2732.370000 sec): 3 clusters
  Score: Raw -12380345.891862 + Penalty 3767.143154 = -12376578.748708
  nChanged 936
		SP:Iteration 13Q (2732.590000 sec): 3 clusters
  Score: Raw -12381012.338526 + Penalty 3767.143154 = -12377245.195372
  nChanged 482
		SP:Iteration 14Q (2732.800000 sec): 3 clusters
  Score: Raw -12381339.087505 + Penalty 3767.143154 = -12377571.944351
  nChanged 282
		SP:Iteration 15Q (2733.010000 sec): 3 clusters
  Score: Raw -12381523.039632 + Penalty 3767.143154 = -12377755.896478
  nChanged 147
		SP:Iteration 16Q (2733.220000 sec): 3 clusters
  Score: Raw -12381627.285972 + Penalty 3767.143154 = -12377860.142818
  nChanged 86
		SP:Iteration 17Q (2733.420000 sec): 3 clusters
  Score: Raw -12381687.127312 + Penalty 3767.143154 = -12377919.984158
  nChanged 52
		SP:Iteration 18Q (2733.640000 sec): 3 clusters
  Score: Raw -12381719.018864 + Penalty 3767.143154 = -12377951.875710
  nChanged 40
		SP:Iteration 19Q (2733.840000 sec): 3 clusters
  Score: Raw -12381748.349106 + Penalty 3767.143154 = -12377981.205952
  nChanged 24
		SP:Iteration 20F (2734.120000 sec): 3 clusters
  Score: Raw -12381767.349880 + Penalty 3767.143154 = -12378000.206726
  nChanged 26
		SP:Iteration 21Q (2734.320000 sec): 3 clusters
  Score: Raw -12381785.808404 + Penalty 3767.143154 = -12378018.665250
  nChanged 18
		SP:Iteration 22Q (2734.530000 sec): 3 clusters
  Score: Raw -12381798.613230 + Penalty 3767.143154 = -12378031.470076
  nChanged 7
		SP:Iteration 23Q (2734.730000 sec): 3 clusters
  Score: Raw -12381802.381610 + Penalty 3767.143154 = -12378035.238456
  nChanged 1
		SP:Iteration 24Q (2734.940000 sec): 3 clusters
  Score: Raw -12381802.576149 + Penalty 3767.143154 = -12378035.432995
  nChanged 0
		SP:Iteration 25F (2735.220000 sec): 3 clusters
  Score: Raw -12381802.576149 + Penalty 3767.143154 = -12378035.432995
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2735.310000 sec): 2 clusters
  Score: Raw -1142521.616257 + Penalty 1491.109659 = -1141030.506598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2735.340000 sec): 3 clusters
  Score: Raw -1137103.609320 + Penalty 2982.219317 = -1134121.390003
  nChanged 4182
		SP:Iteration 1F (2735.360000 sec): 3 clusters
  Score: Raw -1139401.658870 + Penalty 2982.219317 = -1136419.439552
  nChanged 604
		SP:Iteration 2F (2735.380000 sec): 3 clusters
  Score: Raw -1139714.272808 + Penalty 2982.219317 = -1136732.053491
  nChanged 552
		SP:Iteration 3F (2735.410000 sec): 3 clusters
  Score: Raw -1140023.877655 + Penalty 2982.219317 = -1137041.658338
  nChanged 544
		SP:Iteration 4F (2735.440000 sec): 3 clusters
  Score: Raw -1140349.714925 + Penalty 2982.219317 = -1137367.495608
  nChanged 533
		SP:Iteration 5F (2735.460000 sec): 3 clusters
  Score: Raw -1140638.054274 + Penalty 2982.219317 = -1137655.834957
  nChanged 515
		SP:Iteration 6F (2735.480000 sec): 3 clusters
  Score: Raw -1140921.381272 + Penalty 2982.219317 = -1137939.161954
  nChanged 435
		SP:Iteration 7Q (2735.510000 sec): 3 clusters
  Score: Raw -1141172.628468 + Penalty 2982.219317 = -1138190.409151
  nChanged 393
		SP:Iteration 8Q (2735.540000 sec): 3 clusters
  Score: Raw -1141418.677321 + Penalty 2982.219317 = -1138436.458004
  nChanged 372
		SP:Iteration 9Q (2735.560000 sec): 3 clusters
  Score: Raw -1141672.597624 + Penalty 2982.219317 = -1138690.378307
  nChanged 343
		SP:Iteration 10Q (2735.580000 sec): 3 clusters
  Score: Raw -1141902.684085 + Penalty 2982.219317 = -1138920.464768
  nChanged 288
		SP:Iteration 11Q (2735.610000 sec): 3 clusters
  Score: Raw -1142090.058008 + Penalty 2982.219317 = -1139107.838691
  nChanged 244
		SP:Iteration 12Q (2735.630000 sec): 3 clusters
  Score: Raw -1142255.299791 + Penalty 2982.219317 = -1139273.080474
  nChanged 209
		SP:Iteration 13Q (2735.660000 sec): 3 clusters
  Score: Raw -1142394.532586 + Penalty 2982.219317 = -1139412.313268
  nChanged 177
		SP:Iteration 14Q (2735.680000 sec): 3 clusters
  Score: Raw -1142485.416405 + Penalty 2982.219317 = -1139503.197088
  nChanged 131
		SP:Iteration 15Q (2735.700000 sec): 3 clusters
  Score: Raw -1142558.397968 + Penalty 2982.219317 = -1139576.178651
  nChanged 117
		SP:Iteration 16Q (2735.720000 sec): 3 clusters
  Score: Raw -1142618.673589 + Penalty 2982.219317 = -1139636.454271
  nChanged 105
		SP:Iteration 17Q (2735.750000 sec): 3 clusters
  Score: Raw -1142671.288034 + Penalty 2982.219317 = -1139689.068717
  nChanged 85
		SP:Iteration 18Q (2735.770000 sec): 3 clusters
  Score: Raw -1142724.435728 + Penalty 2982.219317 = -1139742.216410
  nChanged 77
		SP:Iteration 19Q (2735.790000 sec): 3 clusters
  Score: Raw -1142770.065327 + Penalty 2982.219317 = -1139787.846009
  nChanged 74
		SP:Iteration 20F (2735.820000 sec): 3 clusters
  Score: Raw -1142813.465802 + Penalty 2982.219317 = -1139831.246484
  nChanged 75
		SP:Iteration 21Q (2735.840000 sec): 3 clusters
  Score: Raw -1142861.010848 + Penalty 2982.219317 = -1139878.791531
  nChanged 69
		SP:Iteration 22Q (2735.860000 sec): 3 clusters
  Score: Raw -1142902.757170 + Penalty 2982.219317 = -1139920.537852
  nChanged 62
		SP:Iteration 23Q (2735.880000 sec): 3 clusters
  Score: Raw -1142937.987460 + Penalty 2982.219317 = -1139955.768143
  nChanged 50
		SP:Iteration 24Q (2735.900000 sec): 3 clusters
  Score: Raw -1142970.734763 + Penalty 2982.219317 = -1139988.515446
  nChanged 51
		SP:Iteration 25Q (2735.920000 sec): 3 clusters
  Score: Raw -1143006.114732 + Penalty 2982.219317 = -1140023.895414
  nChanged 56
		SP:Iteration 26Q (2735.940000 sec): 3 clusters
  Score: Raw -1143050.606535 + Penalty 2982.219317 = -1140068.387217
  nChanged 49
		SP:Iteration 27Q (2735.960000 sec): 3 clusters
  Score: Raw -1143084.163009 + Penalty 2982.219317 = -1140101.943692
  nChanged 30
		SP:Iteration 28Q (2735.980000 sec): 3 clusters
  Score: Raw -1143101.199768 + Penalty 2982.219317 = -1140118.980451
  nChanged 25
		SP:Iteration 29Q (2736.000000 sec): 3 clusters
  Score: Raw -1143117.320416 + Penalty 2982.219317 = -1140135.101099
  nChanged 20
		SP:Iteration 30Q (2736.020000 sec): 3 clusters
  Score: Raw -1143126.994041 + Penalty 2982.219317 = -1140144.774724
  nChanged 11
		SP:Iteration 31Q (2736.040000 sec): 3 clusters
  Score: Raw -1143132.132896 + Penalty 2982.219317 = -1140149.913578
  nChanged 9
		SP:Iteration 32Q (2736.060000 sec): 3 clusters
  Score: Raw -1143136.683899 + Penalty 2982.219317 = -1140154.464581
  nChanged 11
		SP:Iteration 33Q (2736.080000 sec): 3 clusters
  Score: Raw -1143140.221732 + Penalty 2982.219317 = -1140158.002415
  nChanged 4
		SP:Iteration 34Q (2736.100000 sec): 3 clusters
  Score: Raw -1143140.772732 + Penalty 2982.219317 = -1140158.553415
  nChanged 0
		SP:Iteration 35F (2736.120000 sec): 3 clusters
  Score: Raw -1143140.772732 + Penalty 2982.219317 = -1140158.553415
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2736.150000 sec): 2 clusters
  Score: Raw -549644.672132 + Penalty 1385.435419 = -548259.236714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2736.160000 sec): 3 clusters
  Score: Raw -547041.700627 + Penalty 2770.870837 = -544270.829790
  nChanged 2065
		SP:Iteration 1F (2736.180000 sec): 3 clusters
  Score: Raw -548352.858318 + Penalty 2770.870837 = -545581.987481
  nChanged 419
		SP:Iteration 2F (2736.190000 sec): 3 clusters
  Score: Raw -548659.465457 + Penalty 2770.870837 = -545888.594620
  nChanged 335
		SP:Iteration 3F (2736.200000 sec): 3 clusters
  Score: Raw -548890.825919 + Penalty 2770.870837 = -546119.955082
  nChanged 288
		SP:Iteration 4F (2736.220000 sec): 3 clusters
  Score: Raw -549064.184372 + Penalty 2770.870837 = -546293.313535
  nChanged 204
		SP:Iteration 5Q (2736.230000 sec): 3 clusters
  Score: Raw -549177.386885 + Penalty 2770.870837 = -546406.516048
  nChanged 188
		SP:Iteration 6Q (2736.240000 sec): 3 clusters
  Score: Raw -549287.239034 + Penalty 2770.870837 = -546516.368197
  nChanged 180
		SP:Iteration 7Q (2736.260000 sec): 3 clusters
  Score: Raw -549388.645622 + Penalty 2770.870837 = -546617.774785
  nChanged 154
		SP:Iteration 8Q (2736.270000 sec): 3 clusters
  Score: Raw -549479.428639 + Penalty 2770.870837 = -546708.557802
  nChanged 153
		SP:Iteration 9Q (2736.280000 sec): 3 clusters
  Score: Raw -549578.570040 + Penalty 2770.870837 = -546807.699203
  nChanged 123
		SP:Iteration 10Q (2736.290000 sec): 3 clusters
  Score: Raw -549646.468353 + Penalty 2770.870837 = -546875.597516
  nChanged 108
		SP:Iteration 11Q (2736.300000 sec): 3 clusters
  Score: Raw -549705.750822 + Penalty 2770.870837 = -546934.879984
  nChanged 100
		SP:Iteration 12Q (2736.320000 sec): 3 clusters
  Score: Raw -549758.107686 + Penalty 2770.870837 = -546987.236849
  nChanged 93
		SP:Iteration 13Q (2736.330000 sec): 3 clusters
  Score: Raw -549805.588378 + Penalty 2770.870837 = -547034.717541
  nChanged 71
		SP:Iteration 14Q (2736.340000 sec): 3 clusters
  Score: Raw -549839.935136 + Penalty 2770.870837 = -547069.064299
  nChanged 77
		SP:Iteration 15Q (2736.350000 sec): 3 clusters
  Score: Raw -549882.083546 + Penalty 2770.870837 = -547111.212709
  nChanged 60
		SP:Iteration 16Q (2736.360000 sec): 3 clusters
  Score: Raw -549913.588209 + Penalty 2770.870837 = -547142.717372
  nChanged 54
		SP:Iteration 17Q (2736.380000 sec): 3 clusters
  Score: Raw -549943.988336 + Penalty 2770.870837 = -547173.117498
  nChanged 58
		SP:Iteration 18Q (2736.390000 sec): 3 clusters
  Score: Raw -549977.565020 + Penalty 2770.870837 = -547206.694183
  nChanged 46
		SP:Iteration 19Q (2736.400000 sec): 3 clusters
  Score: Raw -549999.477502 + Penalty 2770.870837 = -547228.606665
  nChanged 36
		SP:Iteration 20F (2736.410000 sec): 3 clusters
  Score: Raw -550015.546336 + Penalty 2770.870837 = -547244.675499
  nChanged 32
		SP:Iteration 21Q (2736.420000 sec): 3 clusters
  Score: Raw -550029.966683 + Penalty 2770.870837 = -547259.095846
  nChanged 36
		SP:Iteration 22Q (2736.440000 sec): 3 clusters
  Score: Raw -550051.095317 + Penalty 2770.870837 = -547280.224480
  nChanged 41
		SP:Iteration 23Q (2736.450000 sec): 3 clusters
  Score: Raw -550073.953549 + Penalty 2770.870837 = -547303.082712
  nChanged 41
		SP:Iteration 24Q (2736.460000 sec): 3 clusters
  Score: Raw -550097.443219 + Penalty 2770.870837 = -547326.572381
  nChanged 38
		SP:Iteration 25Q (2736.470000 sec): 3 clusters
  Score: Raw -550115.577647 + Penalty 2770.870837 = -547344.706810
  nChanged 30
		SP:Iteration 26Q (2736.480000 sec): 3 clusters
  Score: Raw -550132.452523 + Penalty 2770.870837 = -547361.581686
  nChanged 24
		SP:Iteration 27Q (2736.490000 sec): 3 clusters
  Score: Raw -550145.581809 + Penalty 2770.870837 = -547374.710972
  nChanged 22
		SP:Iteration 28Q (2736.500000 sec): 3 clusters
  Score: Raw -550155.021501 + Penalty 2770.870837 = -547384.150664
  nChanged 18
		SP:Iteration 29Q (2736.520000 sec): 3 clusters
  Score: Raw -550163.033131 + Penalty 2770.870837 = -547392.162294
  nChanged 8
		SP:Iteration 30Q (2736.520000 sec): 3 clusters
  Score: Raw -550166.857886 + Penalty 2770.870837 = -547395.987049
  nChanged 6
		SP:Iteration 31Q (2736.540000 sec): 3 clusters
  Score: Raw -550172.302250 + Penalty 2770.870837 = -547401.431413
  nChanged 7
		SP:Iteration 32Q (2736.550000 sec): 3 clusters
  Score: Raw -550174.246947 + Penalty 2770.870837 = -547403.376110
  nChanged 3
		SP:Iteration 33Q (2736.560000 sec): 3 clusters
  Score: Raw -550175.514387 + Penalty 2770.870837 = -547404.643550
  nChanged 5
		SP:Iteration 34Q (2736.570000 sec): 3 clusters
  Score: Raw -550180.007231 + Penalty 2770.870837 = -547409.136394
  nChanged 14
		SP:Iteration 35Q (2736.580000 sec): 3 clusters
  Score: Raw -550186.696375 + Penalty 2770.870837 = -547415.825538
  nChanged 13
		SP:Iteration 36Q (2736.590000 sec): 3 clusters
  Score: Raw -550194.112156 + Penalty 2770.870837 = -547423.241319
  nChanged 13
		SP:Iteration 37Q (2736.600000 sec): 3 clusters
  Score: Raw -550203.158882 + Penalty 2770.870837 = -547432.288045
  nChanged 13
		SP:Iteration 38Q (2736.610000 sec): 3 clusters
  Score: Raw -550211.619902 + Penalty 2770.870837 = -547440.749064
  nChanged 11
		SP:Iteration 39Q (2736.620000 sec): 3 clusters
  Score: Raw -550217.999729 + Penalty 2770.870837 = -547447.128892
  nChanged 8
		SP:Iteration 40F (2736.640000 sec): 3 clusters
  Score: Raw -550222.418229 + Penalty 2770.870837 = -547451.547392
  nChanged 9
		SP:Iteration 41Q (2736.640000 sec): 3 clusters
  Score: Raw -550226.956045 + Penalty 2770.870837 = -547456.085207
  nChanged 8
		SP:Iteration 42Q (2736.660000 sec): 3 clusters
  Score: Raw -550230.027182 + Penalty 2770.870837 = -547459.156345
  nChanged 6
		SP:Iteration 43Q (2736.670000 sec): 3 clusters
  Score: Raw -550232.474830 + Penalty 2770.870837 = -547461.603993
  nChanged 3
		SP:Iteration 44Q (2736.680000 sec): 3 clusters
  Score: Raw -550234.127255 + Penalty 2770.870837 = -547463.256417
  nChanged 2
		SP:Iteration 45Q (2736.690000 sec): 3 clusters
  Score: Raw -550234.745135 + Penalty 2770.870837 = -547463.874298
  nChanged 0
		SP:Iteration 46F (2736.700000 sec): 3 clusters
  Score: Raw -550234.745135 + Penalty 2770.870837 = -547463.874298
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2736.710000 sec): 2 clusters
  Score: Raw -24774.253706 + Penalty 904.234566 = -23870.019139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2736.710000 sec): 3 clusters
  Score: Raw -24894.895648 + Penalty 1808.469132 = -23086.426516
  nChanged 56
		SP:Iteration 1F (2736.710000 sec): 3 clusters
  Score: Raw -25112.827050 + Penalty 1808.469132 = -23304.357917
  nChanged 17
		SP:Iteration 2F (2736.710000 sec): 3 clusters
  Score: Raw -25216.566708 + Penalty 1808.469132 = -23408.097575
  nChanged 8
		SP:Iteration 3Q (2736.710000 sec): 3 clusters
  Score: Raw -25257.648169 + Penalty 1808.469132 = -23449.179037
  nChanged 7
		SP:Iteration 4Q (2736.710000 sec): 3 clusters
  Score: Raw -25293.872998 + Penalty 1808.469132 = -23485.403865
  nChanged 4
		SP:Iteration 5Q (2736.710000 sec): 3 clusters
  Score: Raw -25337.537927 + Penalty 1808.469132 = -23529.068794
  nChanged 5
		SP:Iteration 6Q (2736.710000 sec): 3 clusters
  Score: Raw -25367.193196 + Penalty 1808.469132 = -23558.724063
  nChanged 2
		SP:Iteration 7Q (2736.710000 sec): 3 clusters
  Score: Raw -25374.849446 + Penalty 1808.469132 = -23566.380313
  nChanged 3
		SP:Iteration 8Q (2736.710000 sec): 3 clusters
  Score: Raw -25388.722304 + Penalty 1808.469132 = -23580.253172
  nChanged 0
		SP:Iteration 9F (2736.710000 sec): 3 clusters
  Score: Raw -25388.722304 + Penalty 1808.469132 = -23580.253172
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (91723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2736.990000 sec): 2 clusters
  Score: Raw -10712096.048537 + Penalty 1856.810872 = -10710239.237664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2737.240000 sec): 3 clusters
  Score: Raw -10652469.893160 + Penalty 3713.621745 = -10648756.271415
  nChanged 43813
		SP:Iteration 1F (2737.490000 sec): 3 clusters
  Score: Raw -10677900.100234 + Penalty 3713.621745 = -10674186.478490
  nChanged 3250
		SP:Iteration 2Q (2737.740000 sec): 3 clusters
  Score: Raw -10678882.282717 + Penalty 3713.621745 = -10675168.660973
  nChanged 3601
		SP:Iteration 3Q (2737.990000 sec): 3 clusters
  Score: Raw -10680233.491650 + Penalty 3713.621745 = -10676519.869906
  nChanged 4129
		SP:Iteration 4Q (2738.240000 sec): 3 clusters
  Score: Raw -10682000.245769 + Penalty 3713.621745 = -10678286.624024
  nChanged 4572
		SP:Iteration 5Q (2738.490000 sec): 3 clusters
  Score: Raw -10684108.385853 + Penalty 3713.621745 = -10680394.764108
  nChanged 4796
		SP:Iteration 6F (2738.740000 sec): 3 clusters
  Score: Raw -10686363.530742 + Penalty 3713.621745 = -10682649.908998
  nChanged 4837
		SP:Iteration 7F (2738.980000 sec): 3 clusters
  Score: Raw -10688528.253693 + Penalty 3713.621745 = -10684814.631949
  nChanged 4558
		SP:Iteration 8Q (2739.230000 sec): 3 clusters
  Score: Raw -10690455.300828 + Penalty 3713.621745 = -10686741.679083
  nChanged 4096
		SP:Iteration 9Q (2739.480000 sec): 3 clusters
  Score: Raw -10692124.418239 + Penalty 3713.621745 = -10688410.796494
  nChanged 3829
		SP:Iteration 10Q (2739.730000 sec): 3 clusters
  Score: Raw -10693736.789364 + Penalty 3713.621745 = -10690023.167620
  nChanged 3800
		SP:Iteration 11Q (2739.980000 sec): 3 clusters
  Score: Raw -10695507.261033 + Penalty 3713.621745 = -10691793.639288
  nChanged 4029
		SP:Iteration 12Q (2740.230000 sec): 3 clusters
  Score: Raw -10697598.429354 + Penalty 3713.621745 = -10693884.807610
  nChanged 4234
		SP:Iteration 13Q (2740.480000 sec): 3 clusters
  Score: Raw -10700032.391407 + Penalty 3713.621745 = -10696318.769663
  nChanged 4237
		SP:Iteration 14Q (2740.720000 sec): 3 clusters
  Score: Raw -10702601.626726 + Penalty 3713.621745 = -10698888.004981
  nChanged 3857
		SP:Iteration 15Q (2740.960000 sec): 3 clusters
  Score: Raw -10704928.646803 + Penalty 3713.621745 = -10701215.025059
  nChanged 3423
		SP:Iteration 16Q (2741.190000 sec): 3 clusters
  Score: Raw -10706927.932604 + Penalty 3713.621745 = -10703214.310859
  nChanged 2843
		SP:Iteration 17Q (2741.420000 sec): 3 clusters
  Score: Raw -10708555.227333 + Penalty 3713.621745 = -10704841.605588
  nChanged 2338
		SP:Iteration 18Q (2741.640000 sec): 3 clusters
  Score: Raw -10709860.196102 + Penalty 3713.621745 = -10706146.574358
  nChanged 1919
		SP:Iteration 19Q (2741.850000 sec): 3 clusters
  Score: Raw -10710913.598535 + Penalty 3713.621745 = -10707199.976790
  nChanged 1529
		SP:Iteration 20F (2742.090000 sec): 3 clusters
  Score: Raw -10711738.002792 + Penalty 3713.621745 = -10708024.381047
  nChanged 1235
		SP:Iteration 21Q (2742.290000 sec): 3 clusters
  Score: Raw -10712361.464474 + Penalty 3713.621745 = -10708647.842729
  nChanged 928
		SP:Iteration 22Q (2742.490000 sec): 3 clusters
  Score: Raw -10712789.997307 + Penalty 3713.621745 = -10709076.375562
  nChanged 675
		SP:Iteration 23Q (2742.680000 sec): 3 clusters
  Score: Raw -10713087.928036 + Penalty 3713.621745 = -10709374.306291
  nChanged 521
		SP:Iteration 24Q (2742.870000 sec): 3 clusters
  Score: Raw -10713299.898660 + Penalty 3713.621745 = -10709586.276916
  nChanged 398
		SP:Iteration 25Q (2743.070000 sec): 3 clusters
  Score: Raw -10713453.511445 + Penalty 3713.621745 = -10709739.889700
  nChanged 304
		SP:Iteration 26Q (2743.250000 sec): 3 clusters
  Score: Raw -10713553.878751 + Penalty 3713.621745 = -10709840.257006
  nChanged 233
		SP:Iteration 27Q (2743.430000 sec): 3 clusters
  Score: Raw -10713623.952507 + Penalty 3713.621745 = -10709910.330763
  nChanged 165
		SP:Iteration 28Q (2743.610000 sec): 3 clusters
  Score: Raw -10713673.402223 + Penalty 3713.621745 = -10709959.780478
  nChanged 129
		SP:Iteration 29Q (2743.790000 sec): 3 clusters
  Score: Raw -10713710.522018 + Penalty 3713.621745 = -10709996.900274
  nChanged 108
		SP:Iteration 30Q (2743.970000 sec): 3 clusters
  Score: Raw -10713737.131171 + Penalty 3713.621745 = -10710023.509427
  nChanged 86
		SP:Iteration 31Q (2744.150000 sec): 3 clusters
  Score: Raw -10713758.382261 + Penalty 3713.621745 = -10710044.760517
  nChanged 69
		SP:Iteration 32Q (2744.320000 sec): 3 clusters
  Score: Raw -10713774.841670 + Penalty 3713.621745 = -10710061.219926
  nChanged 65
		SP:Iteration 33Q (2744.500000 sec): 3 clusters
  Score: Raw -10713787.654694 + Penalty 3713.621745 = -10710074.032949
  nChanged 43
		SP:Iteration 34Q (2744.670000 sec): 3 clusters
  Score: Raw -10713796.113569 + Penalty 3713.621745 = -10710082.491825
  nChanged 32
		SP:Iteration 35Q (2744.850000 sec): 3 clusters
  Score: Raw -10713802.845752 + Penalty 3713.621745 = -10710089.224008
  nChanged 30
		SP:Iteration 36Q (2745.030000 sec): 3 clusters
  Score: Raw -10713807.942483 + Penalty 3713.621745 = -10710094.320738
  nChanged 20
		SP:Iteration 37Q (2745.210000 sec): 3 clusters
  Score: Raw -10713810.687514 + Penalty 3713.621745 = -10710097.065769
  nChanged 13
		SP:Iteration 38Q (2745.380000 sec): 3 clusters
  Score: Raw -10713813.410157 + Penalty 3713.621745 = -10710099.788412
  nChanged 17
		SP:Iteration 39Q (2745.560000 sec): 3 clusters
  Score: Raw -10713816.333292 + Penalty 3713.621745 = -10710102.711547
  nChanged 11
		SP:Iteration 40F (2745.800000 sec): 3 clusters
  Score: Raw -10713817.330879 + Penalty 3713.621745 = -10710103.709134
  nChanged 5
		SP:Iteration 41Q (2745.970000 sec): 3 clusters
  Score: Raw -10713817.679924 + Penalty 3713.621745 = -10710104.058179
  nChanged 2
		SP:Iteration 42Q (2746.150000 sec): 3 clusters
  Score: Raw -10713817.916722 + Penalty 3713.621745 = -10710104.294977
  nChanged 4
		SP:Iteration 43Q (2746.330000 sec): 3 clusters
  Score: Raw -10713818.564201 + Penalty 3713.621745 = -10710104.942457
  nChanged 1
		SP:Iteration 44Q (2746.500000 sec): 3 clusters
  Score: Raw -10713818.994018 + Penalty 3713.621745 = -10710105.372273
  nChanged 2
		SP:Iteration 45Q (2746.680000 sec): 3 clusters
  Score: Raw -10713819.127446 + Penalty 3713.621745 = -10710105.505702
  nChanged 0
		SP:Iteration 46F (2746.920000 sec): 3 clusters
  Score: Raw -10713819.127446 + Penalty 3713.621745 = -10710105.505702
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2746.980000 sec): 2 clusters
  Score: Raw -276091.176626 + Penalty 1275.578486 = -274815.598140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2746.980000 sec): 3 clusters
  Score: Raw -274891.162720 + Penalty 2551.156971 = -272340.005749
  nChanged 942
		SP:Iteration 1F (2746.990000 sec): 3 clusters
  Score: Raw -275472.113950 + Penalty 2551.156971 = -272920.956979
  nChanged 213
		SP:Iteration 2F (2747.000000 sec): 3 clusters
  Score: Raw -275617.245936 + Penalty 2551.156971 = -273066.088965
  nChanged 130
		SP:Iteration 3F (2747.000000 sec): 3 clusters
  Score: Raw -275710.366551 + Penalty 2551.156971 = -273159.209580
  nChanged 115
		SP:Iteration 4Q (2747.010000 sec): 3 clusters
  Score: Raw -275785.307743 + Penalty 2551.156971 = -273234.150772
  nChanged 102
		SP:Iteration 5Q (2747.020000 sec): 3 clusters
  Score: Raw -275859.543306 + Penalty 2551.156971 = -273308.386335
  nChanged 96
		SP:Iteration 6Q (2747.020000 sec): 3 clusters
  Score: Raw -275926.305299 + Penalty 2551.156971 = -273375.148328
  nChanged 77
		SP:Iteration 7Q (2747.030000 sec): 3 clusters
  Score: Raw -275981.027727 + Penalty 2551.156971 = -273429.870756
  nChanged 69
		SP:Iteration 8Q (2747.030000 sec): 3 clusters
  Score: Raw -276037.480862 + Penalty 2551.156971 = -273486.323891
  nChanged 60
		SP:Iteration 9Q (2747.040000 sec): 3 clusters
  Score: Raw -276079.647693 + Penalty 2551.156971 = -273528.490722
  nChanged 48
		SP:Iteration 10Q (2747.050000 sec): 3 clusters
  Score: Raw -276107.162874 + Penalty 2551.156971 = -273556.005903
  nChanged 38
		SP:Iteration 11Q (2747.050000 sec): 3 clusters
  Score: Raw -276130.699916 + Penalty 2551.156971 = -273579.542945
  nChanged 36
		SP:Iteration 12Q (2747.060000 sec): 3 clusters
  Score: Raw -276150.667722 + Penalty 2551.156971 = -273599.510751
  nChanged 24
		SP:Iteration 13Q (2747.070000 sec): 3 clusters
  Score: Raw -276164.312681 + Penalty 2551.156971 = -273613.155709
  nChanged 19
		SP:Iteration 14Q (2747.070000 sec): 3 clusters
  Score: Raw -276173.244883 + Penalty 2551.156971 = -273622.087912
  nChanged 16
		SP:Iteration 15Q (2747.080000 sec): 3 clusters
  Score: Raw -276180.528159 + Penalty 2551.156971 = -273629.371187
  nChanged 15
		SP:Iteration 16Q (2747.090000 sec): 3 clusters
  Score: Raw -276190.143799 + Penalty 2551.156971 = -273638.986828
  nChanged 14
		SP:Iteration 17Q (2747.090000 sec): 3 clusters
  Score: Raw -276198.762765 + Penalty 2551.156971 = -273647.605794
  nChanged 13
		SP:Iteration 18Q (2747.100000 sec): 3 clusters
  Score: Raw -276205.071878 + Penalty 2551.156971 = -273653.914907
  nChanged 12
		SP:Iteration 19Q (2747.100000 sec): 3 clusters
  Score: Raw -276211.389263 + Penalty 2551.156971 = -273660.232292
  nChanged 14
		SP:Iteration 20F (2747.110000 sec): 3 clusters
  Score: Raw -276222.434414 + Penalty 2551.156971 = -273671.277443
  nChanged 15
		SP:Iteration 21Q (2747.110000 sec): 3 clusters
  Score: Raw -276231.871039 + Penalty 2551.156971 = -273680.714067
  nChanged 17
		SP:Iteration 22Q (2747.120000 sec): 3 clusters
  Score: Raw -276247.505052 + Penalty 2551.156971 = -273696.348080
  nChanged 18
		SP:Iteration 23Q (2747.130000 sec): 3 clusters
  Score: Raw -276261.525298 + Penalty 2551.156971 = -273710.368327
  nChanged 15
		SP:Iteration 24Q (2747.130000 sec): 3 clusters
  Score: Raw -276270.341901 + Penalty 2551.156971 = -273719.184930
  nChanged 10
		SP:Iteration 25Q (2747.140000 sec): 3 clusters
  Score: Raw -276279.292036 + Penalty 2551.156971 = -273728.135065
  nChanged 13
		SP:Iteration 26Q (2747.150000 sec): 3 clusters
  Score: Raw -276290.196754 + Penalty 2551.156971 = -273739.039783
  nChanged 20
		SP:Iteration 27Q (2747.150000 sec): 3 clusters
  Score: Raw -276311.926734 + Penalty 2551.156971 = -273760.769763
  nChanged 27
		SP:Iteration 28Q (2747.160000 sec): 3 clusters
  Score: Raw -276343.588209 + Penalty 2551.156971 = -273792.431238
  nChanged 38
		SP:Iteration 29Q (2747.160000 sec): 3 clusters
  Score: Raw -276383.956616 + Penalty 2551.156971 = -273832.799645
  nChanged 26
		SP:Iteration 30Q (2747.170000 sec): 3 clusters
  Score: Raw -276403.199450 + Penalty 2551.156971 = -273852.042479
  nChanged 19
		SP:Iteration 31Q (2747.170000 sec): 3 clusters
  Score: Raw -276411.147494 + Penalty 2551.156971 = -273859.990523
  nChanged 14
		SP:Iteration 32Q (2747.180000 sec): 3 clusters
  Score: Raw -276417.238604 + Penalty 2551.156971 = -273866.081632
  nChanged 10
		SP:Iteration 33Q (2747.190000 sec): 3 clusters
  Score: Raw -276425.646818 + Penalty 2551.156971 = -273874.489847
  nChanged 9
		SP:Iteration 34Q (2747.190000 sec): 3 clusters
  Score: Raw -276429.376852 + Penalty 2551.156971 = -273878.219881
  nChanged 3
		SP:Iteration 35Q (2747.200000 sec): 3 clusters
  Score: Raw -276430.324793 + Penalty 2551.156971 = -273879.167822
  nChanged 3
		SP:Iteration 36Q (2747.200000 sec): 3 clusters
  Score: Raw -276431.053031 + Penalty 2551.156971 = -273879.896060
  nChanged 1
		SP:Iteration 37Q (2747.210000 sec): 3 clusters
  Score: Raw -276431.158325 + Penalty 2551.156971 = -273880.001354
  nChanged 1
		SP:Iteration 38Q (2747.210000 sec): 3 clusters
  Score: Raw -276431.407629 + Penalty 2551.156971 = -273880.250657
  nChanged 0
		SP:Iteration 39F (2747.220000 sec): 3 clusters
  Score: Raw -276431.407629 + Penalty 2551.156971 = -273880.250657
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2747.260000 sec): 2 clusters
  Score: Raw -1346615.983661 + Penalty 1521.622975 = -1345094.360686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2747.290000 sec): 3 clusters
  Score: Raw -1339888.171598 + Penalty 3043.245950 = -1336844.925648
  nChanged 5063
		SP:Iteration 1F (2747.320000 sec): 3 clusters
  Score: Raw -1342692.791491 + Penalty 3043.245950 = -1339649.545541
  nChanged 691
		SP:Iteration 2F (2747.350000 sec): 3 clusters
  Score: Raw -1342998.234181 + Penalty 3043.245950 = -1339954.988231
  nChanged 599
		SP:Iteration 3F (2747.380000 sec): 3 clusters
  Score: Raw -1343263.964485 + Penalty 3043.245950 = -1340220.718534
  nChanged 553
		SP:Iteration 4Q (2747.410000 sec): 3 clusters
  Score: Raw -1343517.180214 + Penalty 3043.245950 = -1340473.934264
  nChanged 527
		SP:Iteration 5Q (2747.440000 sec): 3 clusters
  Score: Raw -1343811.133547 + Penalty 3043.245950 = -1340767.887597
  nChanged 530
		SP:Iteration 6Q (2747.470000 sec): 3 clusters
  Score: Raw -1344128.395451 + Penalty 3043.245950 = -1341085.149500
  nChanged 545
		SP:Iteration 7Q (2747.510000 sec): 3 clusters
  Score: Raw -1344496.093160 + Penalty 3043.245950 = -1341452.847210
  nChanged 547
		SP:Iteration 8Q (2747.540000 sec): 3 clusters
  Score: Raw -1344884.488623 + Penalty 3043.245950 = -1341841.242673
  nChanged 560
		SP:Iteration 9Q (2747.570000 sec): 3 clusters
  Score: Raw -1345306.616579 + Penalty 3043.245950 = -1342263.370628
  nChanged 511
		SP:Iteration 10Q (2747.600000 sec): 3 clusters
  Score: Raw -1345700.768543 + Penalty 3043.245950 = -1342657.522593
  nChanged 444
		SP:Iteration 11Q (2747.630000 sec): 3 clusters
  Score: Raw -1346036.955069 + Penalty 3043.245950 = -1342993.709119
  nChanged 324
		SP:Iteration 12Q (2747.650000 sec): 3 clusters
  Score: Raw -1346260.729347 + Penalty 3043.245950 = -1343217.483397
  nChanged 245
		SP:Iteration 13Q (2747.680000 sec): 3 clusters
  Score: Raw -1346443.139850 + Penalty 3043.245950 = -1343399.893900
  nChanged 156
		SP:Iteration 14Q (2747.700000 sec): 3 clusters
  Score: Raw -1346559.823655 + Penalty 3043.245950 = -1343516.577705
  nChanged 122
		SP:Iteration 15Q (2747.730000 sec): 3 clusters
  Score: Raw -1346651.809143 + Penalty 3043.245950 = -1343608.563193
  nChanged 91
		SP:Iteration 16Q (2747.750000 sec): 3 clusters
  Score: Raw -1346720.754145 + Penalty 3043.245950 = -1343677.508195
  nChanged 42
		SP:Iteration 17Q (2747.780000 sec): 3 clusters
  Score: Raw -1346758.552217 + Penalty 3043.245950 = -1343715.306267
  nChanged 32
		SP:Iteration 18Q (2747.800000 sec): 3 clusters
  Score: Raw -1346784.704413 + Penalty 3043.245950 = -1343741.458463
  nChanged 27
		SP:Iteration 19Q (2747.830000 sec): 3 clusters
  Score: Raw -1346807.483246 + Penalty 3043.245950 = -1343764.237295
  nChanged 16
		SP:Iteration 20F (2747.850000 sec): 3 clusters
  Score: Raw -1346821.783927 + Penalty 3043.245950 = -1343778.537977
  nChanged 13
		SP:Iteration 21Q (2747.880000 sec): 3 clusters
  Score: Raw -1346830.953944 + Penalty 3043.245950 = -1343787.707994
  nChanged 11
		SP:Iteration 22Q (2747.900000 sec): 3 clusters
  Score: Raw -1346838.800433 + Penalty 3043.245950 = -1343795.554483
  nChanged 10
		SP:Iteration 23Q (2747.920000 sec): 3 clusters
  Score: Raw -1346845.354818 + Penalty 3043.245950 = -1343802.108868
  nChanged 9
		SP:Iteration 24Q (2747.950000 sec): 3 clusters
  Score: Raw -1346851.225125 + Penalty 3043.245950 = -1343807.979175
  nChanged 7
		SP:Iteration 25Q (2747.970000 sec): 3 clusters
  Score: Raw -1346857.995452 + Penalty 3043.245950 = -1343814.749502
  nChanged 3
		SP:Iteration 26Q (2747.990000 sec): 3 clusters
  Score: Raw -1346862.623308 + Penalty 3043.245950 = -1343819.377358
  nChanged 3
		SP:Iteration 27Q (2748.010000 sec): 3 clusters
  Score: Raw -1346865.895614 + Penalty 3043.245950 = -1343822.649664
  nChanged 2
		SP:Iteration 28Q (2748.030000 sec): 3 clusters
  Score: Raw -1346866.775284 + Penalty 3043.245950 = -1343823.529334
  nChanged 1
		SP:Iteration 29Q (2748.060000 sec): 3 clusters
  Score: Raw -1346867.854331 + Penalty 3043.245950 = -1343824.608380
  nChanged 0
		SP:Iteration 30F (2748.090000 sec): 3 clusters
  Score: Raw -1346867.854331 + Penalty 3043.245950 = -1343824.608380
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2748.110000 sec): 2 clusters
  Score: Raw -525353.402892 + Penalty 1381.323753 = -523972.079138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2748.120000 sec): 3 clusters
  Score: Raw -522821.923624 + Penalty 2762.647507 = -520059.276117
  nChanged 2007
		SP:Iteration 1F (2748.130000 sec): 3 clusters
  Score: Raw -524298.442079 + Penalty 2762.647507 = -521535.794572
  nChanged 521
		SP:Iteration 2F (2748.150000 sec): 3 clusters
  Score: Raw -524877.493364 + Penalty 2762.647507 = -522114.845857
  nChanged 480
		SP:Iteration 3F (2748.160000 sec): 3 clusters
  Score: Raw -525413.567316 + Penalty 2762.647507 = -522650.919810
  nChanged 410
		SP:Iteration 4F (2748.170000 sec): 3 clusters
  Score: Raw -525809.317121 + Penalty 2762.647507 = -523046.669614
  nChanged 255
		SP:Iteration 5F (2748.190000 sec): 3 clusters
  Score: Raw -525992.120396 + Penalty 2762.647507 = -523229.472889
  nChanged 157
		SP:Iteration 6Q (2748.200000 sec): 3 clusters
  Score: Raw -526086.597141 + Penalty 2762.647507 = -523323.949635
  nChanged 99
		SP:Iteration 7Q (2748.210000 sec): 3 clusters
  Score: Raw -526130.735675 + Penalty 2762.647507 = -523368.088168
  nChanged 49
		SP:Iteration 8Q (2748.220000 sec): 3 clusters
  Score: Raw -526146.536711 + Penalty 2762.647507 = -523383.889204
  nChanged 27
		SP:Iteration 9Q (2748.230000 sec): 3 clusters
  Score: Raw -526154.020804 + Penalty 2762.647507 = -523391.373298
  nChanged 18
		SP:Iteration 10Q (2748.250000 sec): 3 clusters
  Score: Raw -526158.131348 + Penalty 2762.647507 = -523395.483841
  nChanged 12
		SP:Iteration 11Q (2748.260000 sec): 3 clusters
  Score: Raw -526160.827702 + Penalty 2762.647507 = -523398.180195
  nChanged 8
		SP:Iteration 12Q (2748.270000 sec): 3 clusters
  Score: Raw -526162.440372 + Penalty 2762.647507 = -523399.792865
  nChanged 11
		SP:Iteration 13Q (2748.280000 sec): 3 clusters
  Score: Raw -526165.413357 + Penalty 2762.647507 = -523402.765850
  nChanged 9
		SP:Iteration 14Q (2748.290000 sec): 3 clusters
  Score: Raw -526167.395865 + Penalty 2762.647507 = -523404.748358
  nChanged 6
		SP:Iteration 15Q (2748.310000 sec): 3 clusters
  Score: Raw -526168.855434 + Penalty 2762.647507 = -523406.207927
  nChanged 9
		SP:Iteration 16Q (2748.320000 sec): 3 clusters
  Score: Raw -526171.385719 + Penalty 2762.647507 = -523408.738212
  nChanged 7
		SP:Iteration 17Q (2748.330000 sec): 3 clusters
  Score: Raw -526173.433894 + Penalty 2762.647507 = -523410.786387
  nChanged 2
		SP:Iteration 18Q (2748.340000 sec): 3 clusters
  Score: Raw -526173.848217 + Penalty 2762.647507 = -523411.200711
  nChanged 1
		SP:Iteration 19Q (2748.360000 sec): 3 clusters
  Score: Raw -526173.959181 + Penalty 2762.647507 = -523411.311674
  nChanged 1
		SP:Iteration 20F (2748.370000 sec): 3 clusters
  Score: Raw -526174.367695 + Penalty 2762.647507 = -523411.720188
  nChanged 1
		SP:Iteration 21Q (2748.380000 sec): 3 clusters
  Score: Raw -526174.522391 + Penalty 2762.647507 = -523411.874884
  nChanged 0
		SP:Iteration 22F (2748.390000 sec): 3 clusters
  Score: Raw -526174.522391 + Penalty 2762.647507 = -523411.874884
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2748.450000 sec): 2 clusters
  Score: Raw -2041694.237682 + Penalty 1592.005949 = -2040102.231732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2748.500000 sec): 3 clusters
  Score: Raw -2030986.196259 + Penalty 3184.011899 = -2027802.184360
  nChanged 8026
		SP:Iteration 1F (2748.550000 sec): 3 clusters
  Score: Raw -2035534.918104 + Penalty 3184.011899 = -2032350.906205
  nChanged 1101
		SP:Iteration 2F (2748.590000 sec): 3 clusters
  Score: Raw -2036190.690245 + Penalty 3184.011899 = -2033006.678346
  nChanged 1200
		SP:Iteration 3F (2748.640000 sec): 3 clusters
  Score: Raw -2037050.891114 + Penalty 3184.011899 = -2033866.879215
  nChanged 1390
		SP:Iteration 4F (2748.690000 sec): 3 clusters
  Score: Raw -2037989.613444 + Penalty 3184.011899 = -2034805.601545
  nChanged 1399
		SP:Iteration 5F (2748.730000 sec): 3 clusters
  Score: Raw -2038871.224190 + Penalty 3184.011899 = -2035687.212291
  nChanged 1322
		SP:Iteration 6F (2748.780000 sec): 3 clusters
  Score: Raw -2039757.272282 + Penalty 3184.011899 = -2036573.260383
  nChanged 1165
		SP:Iteration 7F (2748.830000 sec): 3 clusters
  Score: Raw -2040532.612851 + Penalty 3184.011899 = -2037348.600952
  nChanged 965
		SP:Iteration 8F (2748.880000 sec): 3 clusters
  Score: Raw -2041181.170918 + Penalty 3184.011899 = -2037997.159019
  nChanged 822
		SP:Iteration 9Q (2748.930000 sec): 3 clusters
  Score: Raw -2041717.583561 + Penalty 3184.011899 = -2038533.571662
  nChanged 650
		SP:Iteration 10Q (2748.970000 sec): 3 clusters
  Score: Raw -2042101.973246 + Penalty 3184.011899 = -2038917.961347
  nChanged 475
		SP:Iteration 11Q (2749.020000 sec): 3 clusters
  Score: Raw -2042378.348718 + Penalty 3184.011899 = -2039194.336819
  nChanged 374
		SP:Iteration 12Q (2749.070000 sec): 3 clusters
  Score: Raw -2042589.885131 + Penalty 3184.011899 = -2039405.873232
  nChanged 268
		SP:Iteration 13Q (2749.110000 sec): 3 clusters
  Score: Raw -2042721.273586 + Penalty 3184.011899 = -2039537.261687
  nChanged 189
		SP:Iteration 14Q (2749.160000 sec): 3 clusters
  Score: Raw -2042811.820075 + Penalty 3184.011899 = -2039627.808176
  nChanged 127
		SP:Iteration 15Q (2749.210000 sec): 3 clusters
  Score: Raw -2042866.591035 + Penalty 3184.011899 = -2039682.579136
  nChanged 89
		SP:Iteration 16Q (2749.250000 sec): 3 clusters
  Score: Raw -2042895.361144 + Penalty 3184.011899 = -2039711.349245
  nChanged 68
		SP:Iteration 17Q (2749.300000 sec): 3 clusters
  Score: Raw -2042918.849516 + Penalty 3184.011899 = -2039734.837617
  nChanged 48
		SP:Iteration 18Q (2749.350000 sec): 3 clusters
  Score: Raw -2042929.110457 + Penalty 3184.011899 = -2039745.098558
  nChanged 25
		SP:Iteration 19Q (2749.390000 sec): 3 clusters
  Score: Raw -2042934.761180 + Penalty 3184.011899 = -2039750.749281
  nChanged 27
		SP:Iteration 20F (2749.440000 sec): 3 clusters
  Score: Raw -2042940.761644 + Penalty 3184.011899 = -2039756.749745
  nChanged 22
		SP:Iteration 21Q (2749.490000 sec): 3 clusters
  Score: Raw -2042945.514809 + Penalty 3184.011899 = -2039761.502910
  nChanged 22
		SP:Iteration 22Q (2749.530000 sec): 3 clusters
  Score: Raw -2042949.836167 + Penalty 3184.011899 = -2039765.824268
  nChanged 15
		SP:Iteration 23Q (2749.580000 sec): 3 clusters
  Score: Raw -2042952.824862 + Penalty 3184.011899 = -2039768.812963
  nChanged 10
		SP:Iteration 24Q (2749.630000 sec): 3 clusters
  Score: Raw -2042955.173121 + Penalty 3184.011899 = -2039771.161222
  nChanged 13
		SP:Iteration 25Q (2749.670000 sec): 3 clusters
  Score: Raw -2042958.719953 + Penalty 3184.011899 = -2039774.708054
  nChanged 14
		SP:Iteration 26Q (2749.720000 sec): 3 clusters
  Score: Raw -2042961.745169 + Penalty 3184.011899 = -2039777.733270
  nChanged 14
		SP:Iteration 27Q (2749.760000 sec): 3 clusters
  Score: Raw -2042964.402467 + Penalty 3184.011899 = -2039780.390568
  nChanged 14
		SP:Iteration 28Q (2749.810000 sec): 3 clusters
  Score: Raw -2042967.748377 + Penalty 3184.011899 = -2039783.736478
  nChanged 10
		SP:Iteration 29Q (2749.850000 sec): 3 clusters
  Score: Raw -2042969.864635 + Penalty 3184.011899 = -2039785.852736
  nChanged 7
		SP:Iteration 30Q (2749.900000 sec): 3 clusters
  Score: Raw -2042971.070927 + Penalty 3184.011899 = -2039787.059028
  nChanged 4
		SP:Iteration 31Q (2749.950000 sec): 3 clusters
  Score: Raw -2042971.631823 + Penalty 3184.011899 = -2039787.619924
  nChanged 6
		SP:Iteration 32Q (2749.990000 sec): 3 clusters
  Score: Raw -2042973.183445 + Penalty 3184.011899 = -2039789.171546
  nChanged 5
		SP:Iteration 33Q (2750.030000 sec): 3 clusters
  Score: Raw -2042974.245053 + Penalty 3184.011899 = -2039790.233154
  nChanged 4
		SP:Iteration 34Q (2750.080000 sec): 3 clusters
  Score: Raw -2042975.191952 + Penalty 3184.011899 = -2039791.180053
  nChanged 3
		SP:Iteration 35Q (2750.130000 sec): 3 clusters
  Score: Raw -2042976.374825 + Penalty 3184.011899 = -2039792.362926
  nChanged 4
		SP:Iteration 36Q (2750.170000 sec): 3 clusters
  Score: Raw -2042977.310301 + Penalty 3184.011899 = -2039793.298402
  nChanged 4
		SP:Iteration 37Q (2750.220000 sec): 3 clusters
  Score: Raw -2042977.949659 + Penalty 3184.011899 = -2039793.937760
  nChanged 2
		SP:Iteration 38Q (2750.270000 sec): 3 clusters
  Score: Raw -2042978.186105 + Penalty 3184.011899 = -2039794.174206
  nChanged 2
		SP:Iteration 39Q (2750.310000 sec): 3 clusters
  Score: Raw -2042978.692616 + Penalty 3184.011899 = -2039794.680717
  nChanged 3
		SP:Iteration 40F (2750.360000 sec): 3 clusters
  Score: Raw -2042979.119040 + Penalty 3184.011899 = -2039795.107141
  nChanged 2
		SP:Iteration 41Q (2750.410000 sec): 3 clusters
  Score: Raw -2042979.326230 + Penalty 3184.011899 = -2039795.314331
  nChanged 0
		SP:Iteration 42F (2750.450000 sec): 3 clusters
  Score: Raw -2042979.326230 + Penalty 3184.011899 = -2039795.314331
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2750.550000 sec): 2 clusters
  Score: Raw -3956668.048384 + Penalty 1693.785070 = -3954974.263313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2750.640000 sec): 3 clusters
  Score: Raw -3935740.085602 + Penalty 3387.570140 = -3932352.515462
  nChanged 15547
		SP:Iteration 1F (2750.730000 sec): 3 clusters
  Score: Raw -3944490.333641 + Penalty 3387.570140 = -3941102.763501
  nChanged 1589
		SP:Iteration 2Q (2750.820000 sec): 3 clusters
  Score: Raw -3945037.039448 + Penalty 3387.570140 = -3941649.469308
  nChanged 1554
		SP:Iteration 3Q (2750.910000 sec): 3 clusters
  Score: Raw -3945582.988026 + Penalty 3387.570140 = -3942195.417886
  nChanged 1553
		SP:Iteration 4Q (2751.010000 sec): 3 clusters
  Score: Raw -3946171.841822 + Penalty 3387.570140 = -3942784.271682
  nChanged 1628
		SP:Iteration 5Q (2751.100000 sec): 3 clusters
  Score: Raw -3946854.230620 + Penalty 3387.570140 = -3943466.660480
  nChanged 1746
		SP:Iteration 6F (2751.190000 sec): 3 clusters
  Score: Raw -3947715.528021 + Penalty 3387.570140 = -3944327.957881
  nChanged 1876
		SP:Iteration 7F (2751.280000 sec): 3 clusters
  Score: Raw -3948781.813460 + Penalty 3387.570140 = -3945394.243320
  nChanged 1928
		SP:Iteration 8F (2751.370000 sec): 3 clusters
  Score: Raw -3949991.070598 + Penalty 3387.570140 = -3946603.500458
  nChanged 1870
		SP:Iteration 9F (2751.450000 sec): 3 clusters
  Score: Raw -3951290.069643 + Penalty 3387.570140 = -3947902.499503
  nChanged 1705
		SP:Iteration 10F (2751.540000 sec): 3 clusters
  Score: Raw -3952576.690902 + Penalty 3387.570140 = -3949189.120762
  nChanged 1391
		SP:Iteration 11Q (2751.630000 sec): 3 clusters
  Score: Raw -3953681.484600 + Penalty 3387.570140 = -3950293.914459
  nChanged 1078
		SP:Iteration 12Q (2751.720000 sec): 3 clusters
  Score: Raw -3954593.275860 + Penalty 3387.570140 = -3951205.705720
  nChanged 805
		SP:Iteration 13Q (2751.800000 sec): 3 clusters
  Score: Raw -3955275.649109 + Penalty 3387.570140 = -3951888.078968
  nChanged 612
		SP:Iteration 14Q (2751.880000 sec): 3 clusters
  Score: Raw -3955770.750697 + Penalty 3387.570140 = -3952383.180557
  nChanged 467
		SP:Iteration 15Q (2751.950000 sec): 3 clusters
  Score: Raw -3956114.886485 + Penalty 3387.570140 = -3952727.316344
  nChanged 351
		SP:Iteration 16Q (2752.030000 sec): 3 clusters
  Score: Raw -3956346.876192 + Penalty 3387.570140 = -3952959.306052
  nChanged 285
		SP:Iteration 17Q (2752.100000 sec): 3 clusters
  Score: Raw -3956509.011667 + Penalty 3387.570140 = -3953121.441527
  nChanged 232
		SP:Iteration 18Q (2752.170000 sec): 3 clusters
  Score: Raw -3956646.479982 + Penalty 3387.570140 = -3953258.909842
  nChanged 200
		SP:Iteration 19Q (2752.230000 sec): 3 clusters
  Score: Raw -3956759.686467 + Penalty 3387.570140 = -3953372.116327
  nChanged 173
		SP:Iteration 20F (2752.320000 sec): 3 clusters
  Score: Raw -3956844.928823 + Penalty 3387.570140 = -3953457.358683
  nChanged 145
		SP:Iteration 21Q (2752.390000 sec): 3 clusters
  Score: Raw -3956911.485215 + Penalty 3387.570140 = -3953523.915075
  nChanged 121
		SP:Iteration 22Q (2752.460000 sec): 3 clusters
  Score: Raw -3956957.508626 + Penalty 3387.570140 = -3953569.938486
  nChanged 95
		SP:Iteration 23Q (2752.530000 sec): 3 clusters
  Score: Raw -3956999.080118 + Penalty 3387.570140 = -3953611.509978
  nChanged 105
		SP:Iteration 24Q (2752.590000 sec): 3 clusters
  Score: Raw -3957038.843541 + Penalty 3387.570140 = -3953651.273400
  nChanged 86
		SP:Iteration 25Q (2752.660000 sec): 3 clusters
  Score: Raw -3957073.178280 + Penalty 3387.570140 = -3953685.608140
  nChanged 78
		SP:Iteration 26Q (2752.730000 sec): 3 clusters
  Score: Raw -3957103.427757 + Penalty 3387.570140 = -3953715.857617
  nChanged 65
		SP:Iteration 27Q (2752.790000 sec): 3 clusters
  Score: Raw -3957125.177331 + Penalty 3387.570140 = -3953737.607191
  nChanged 60
		SP:Iteration 28Q (2752.860000 sec): 3 clusters
  Score: Raw -3957144.236631 + Penalty 3387.570140 = -3953756.666490
  nChanged 43
		SP:Iteration 29Q (2752.930000 sec): 3 clusters
  Score: Raw -3957157.830660 + Penalty 3387.570140 = -3953770.260520
  nChanged 42
		SP:Iteration 30Q (2752.990000 sec): 3 clusters
  Score: Raw -3957172.091047 + Penalty 3387.570140 = -3953784.520906
  nChanged 32
		SP:Iteration 31Q (2753.060000 sec): 3 clusters
  Score: Raw -3957180.486233 + Penalty 3387.570140 = -3953792.916093
  nChanged 23
		SP:Iteration 32Q (2753.130000 sec): 3 clusters
  Score: Raw -3957188.444991 + Penalty 3387.570140 = -3953800.874851
  nChanged 26
		SP:Iteration 33Q (2753.190000 sec): 3 clusters
  Score: Raw -3957196.970463 + Penalty 3387.570140 = -3953809.400323
  nChanged 25
		SP:Iteration 34Q (2753.250000 sec): 3 clusters
  Score: Raw -3957203.212493 + Penalty 3387.570140 = -3953815.642353
  nChanged 16
		SP:Iteration 35Q (2753.320000 sec): 3 clusters
  Score: Raw -3957206.545020 + Penalty 3387.570140 = -3953818.974880
  nChanged 10
		SP:Iteration 36Q (2753.390000 sec): 3 clusters
  Score: Raw -3957208.771479 + Penalty 3387.570140 = -3953821.201339
  nChanged 9
		SP:Iteration 37Q (2753.450000 sec): 3 clusters
  Score: Raw -3957210.246770 + Penalty 3387.570140 = -3953822.676630
  nChanged 6
		SP:Iteration 38Q (2753.520000 sec): 3 clusters
  Score: Raw -3957211.951055 + Penalty 3387.570140 = -3953824.380915
  nChanged 8
		SP:Iteration 39Q (2753.590000 sec): 3 clusters
  Score: Raw -3957215.100075 + Penalty 3387.570140 = -3953827.529934
  nChanged 12
		SP:Iteration 40F (2753.670000 sec): 3 clusters
  Score: Raw -3957218.744807 + Penalty 3387.570140 = -3953831.174667
  nChanged 16
		SP:Iteration 41Q (2753.740000 sec): 3 clusters
  Score: Raw -3957222.931698 + Penalty 3387.570140 = -3953835.361558
  nChanged 15
		SP:Iteration 42Q (2753.810000 sec): 3 clusters
  Score: Raw -3957227.143707 + Penalty 3387.570140 = -3953839.573567
  nChanged 14
		SP:Iteration 43Q (2753.870000 sec): 3 clusters
  Score: Raw -3957231.300587 + Penalty 3387.570140 = -3953843.730447
  nChanged 7
		SP:Iteration 44Q (2753.940000 sec): 3 clusters
  Score: Raw -3957233.425795 + Penalty 3387.570140 = -3953845.855655
  nChanged 10
		SP:Iteration 45Q (2754.010000 sec): 3 clusters
  Score: Raw -3957235.475552 + Penalty 3387.570140 = -3953847.905412
  nChanged 6
		SP:Iteration 46Q (2754.070000 sec): 3 clusters
  Score: Raw -3957237.636884 + Penalty 3387.570140 = -3953850.066744
  nChanged 5
		SP:Iteration 47Q (2754.130000 sec): 3 clusters
  Score: Raw -3957239.668898 + Penalty 3387.570140 = -3953852.098758
  nChanged 5
		SP:Iteration 48Q (2754.200000 sec): 3 clusters
  Score: Raw -3957241.452600 + Penalty 3387.570140 = -3953853.882460
  nChanged 5
		SP:Iteration 49Q (2754.270000 sec): 3 clusters
  Score: Raw -3957243.976266 + Penalty 3387.570140 = -3953856.406126
  nChanged 4
		SP:Iteration 50Q (2754.330000 sec): 3 clusters
  Score: Raw -3957245.224189 + Penalty 3387.570140 = -3953857.654049
  nChanged 3
		SP:Iteration 51Q (2754.400000 sec): 3 clusters
  Score: Raw -3957246.444350 + Penalty 3387.570140 = -3953858.874209
  nChanged 6
		SP:Iteration 52Q (2754.470000 sec): 3 clusters
  Score: Raw -3957247.757129 + Penalty 3387.570140 = -3953860.186989
  nChanged 2
		SP:Iteration 53Q (2754.530000 sec): 3 clusters
  Score: Raw -3957248.284826 + Penalty 3387.570140 = -3953860.714686
  nChanged 1
		SP:Iteration 54Q (2754.590000 sec): 3 clusters
  Score: Raw -3957248.661997 + Penalty 3387.570140 = -3953861.091857
  nChanged 1
		SP:Iteration 55Q (2754.660000 sec): 3 clusters
  Score: Raw -3957248.938647 + Penalty 3387.570140 = -3953861.368507
  nChanged 2
		SP:Iteration 56Q (2754.720000 sec): 3 clusters
  Score: Raw -3957249.423213 + Penalty 3387.570140 = -3953861.853073
  nChanged 3
		SP:Iteration 57Q (2754.790000 sec): 3 clusters
  Score: Raw -3957249.907699 + Penalty 3387.570140 = -3953862.337559
  nChanged 0
		SP:Iteration 58F (2754.870000 sec): 3 clusters
  Score: Raw -3957249.907699 + Penalty 3387.570140 = -3953862.337559
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2754.910000 sec): 2 clusters
  Score: Raw -668705.753312 + Penalty 1414.992840 = -667290.760472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2754.920000 sec): 3 clusters
  Score: Raw -665508.199866 + Penalty 2829.985681 = -662678.214186
  nChanged 2513
		SP:Iteration 1F (2754.940000 sec): 3 clusters
  Score: Raw -667043.865041 + Penalty 2829.985681 = -664213.879360
  nChanged 555
		SP:Iteration 2F (2754.950000 sec): 3 clusters
  Score: Raw -667486.266995 + Penalty 2829.985681 = -664656.281314
  nChanged 484
		SP:Iteration 3F (2754.970000 sec): 3 clusters
  Score: Raw -667911.630940 + Penalty 2829.985681 = -665081.645259
  nChanged 418
		SP:Iteration 4F (2754.980000 sec): 3 clusters
  Score: Raw -668297.324565 + Penalty 2829.985681 = -665467.338884
  nChanged 372
		SP:Iteration 5F (2755.000000 sec): 3 clusters
  Score: Raw -668590.757380 + Penalty 2829.985681 = -665760.771700
  nChanged 289
		SP:Iteration 6Q (2755.010000 sec): 3 clusters
  Score: Raw -668763.455364 + Penalty 2829.985681 = -665933.469683
  nChanged 206
		SP:Iteration 7Q (2755.030000 sec): 3 clusters
  Score: Raw -668878.767502 + Penalty 2829.985681 = -666048.781821
  nChanged 160
		SP:Iteration 8Q (2755.040000 sec): 3 clusters
  Score: Raw -668963.204386 + Penalty 2829.985681 = -666133.218705
  nChanged 133
		SP:Iteration 9Q (2755.060000 sec): 3 clusters
  Score: Raw -669023.445937 + Penalty 2829.985681 = -666193.460256
  nChanged 108
		SP:Iteration 10Q (2755.070000 sec): 3 clusters
  Score: Raw -669066.668242 + Penalty 2829.985681 = -666236.682561
  nChanged 80
		SP:Iteration 11Q (2755.090000 sec): 3 clusters
  Score: Raw -669095.481009 + Penalty 2829.985681 = -666265.495328
  nChanged 57
		SP:Iteration 12Q (2755.100000 sec): 3 clusters
  Score: Raw -669111.131224 + Penalty 2829.985681 = -666281.145543
  nChanged 42
		SP:Iteration 13Q (2755.120000 sec): 3 clusters
  Score: Raw -669122.217763 + Penalty 2829.985681 = -666292.232082
  nChanged 28
		SP:Iteration 14Q (2755.130000 sec): 3 clusters
  Score: Raw -669128.674347 + Penalty 2829.985681 = -666298.688666
  nChanged 20
		SP:Iteration 15Q (2755.150000 sec): 3 clusters
  Score: Raw -669132.399888 + Penalty 2829.985681 = -666302.414208
  nChanged 13
		SP:Iteration 16Q (2755.160000 sec): 3 clusters
  Score: Raw -669134.537587 + Penalty 2829.985681 = -666304.551906
  nChanged 9
		SP:Iteration 17Q (2755.180000 sec): 3 clusters
  Score: Raw -669135.725155 + Penalty 2829.985681 = -666305.739474
  nChanged 10
		SP:Iteration 18Q (2755.190000 sec): 3 clusters
  Score: Raw -669137.741449 + Penalty 2829.985681 = -666307.755768
  nChanged 10
		SP:Iteration 19Q (2755.210000 sec): 3 clusters
  Score: Raw -669139.493712 + Penalty 2829.985681 = -666309.508031
  nChanged 5
		SP:Iteration 20F (2755.220000 sec): 3 clusters
  Score: Raw -669140.599583 + Penalty 2829.985681 = -666310.613902
  nChanged 6
		SP:Iteration 21Q (2755.240000 sec): 3 clusters
  Score: Raw -669141.603749 + Penalty 2829.985681 = -666311.618069
  nChanged 6
		SP:Iteration 22Q (2755.250000 sec): 3 clusters
  Score: Raw -669142.913696 + Penalty 2829.985681 = -666312.928015
  nChanged 10
		SP:Iteration 23Q (2755.270000 sec): 3 clusters
  Score: Raw -669145.774836 + Penalty 2829.985681 = -666315.789155
  nChanged 12
		SP:Iteration 24Q (2755.280000 sec): 3 clusters
  Score: Raw -669148.951355 + Penalty 2829.985681 = -666318.965675
  nChanged 14
		SP:Iteration 25Q (2755.300000 sec): 3 clusters
  Score: Raw -669152.207105 + Penalty 2829.985681 = -666322.221424
  nChanged 15
		SP:Iteration 26Q (2755.310000 sec): 3 clusters
  Score: Raw -669155.338956 + Penalty 2829.985681 = -666325.353276
  nChanged 11
		SP:Iteration 27Q (2755.330000 sec): 3 clusters
  Score: Raw -669157.535891 + Penalty 2829.985681 = -666327.550210
  nChanged 6
		SP:Iteration 28Q (2755.340000 sec): 3 clusters
  Score: Raw -669159.250593 + Penalty 2829.985681 = -666329.264912
  nChanged 8
		SP:Iteration 29Q (2755.350000 sec): 3 clusters
  Score: Raw -669160.853999 + Penalty 2829.985681 = -666330.868318
  nChanged 8
		SP:Iteration 30Q (2755.370000 sec): 3 clusters
  Score: Raw -669162.455960 + Penalty 2829.985681 = -666332.470280
  nChanged 4
		SP:Iteration 31Q (2755.390000 sec): 3 clusters
  Score: Raw -669163.111822 + Penalty 2829.985681 = -666333.126141
  nChanged 4
		SP:Iteration 32Q (2755.400000 sec): 3 clusters
  Score: Raw -669163.646141 + Penalty 2829.985681 = -666333.660461
  nChanged 4
		SP:Iteration 33Q (2755.410000 sec): 3 clusters
  Score: Raw -669164.323331 + Penalty 2829.985681 = -666334.337651
  nChanged 4
		SP:Iteration 34Q (2755.430000 sec): 3 clusters
  Score: Raw -669164.817398 + Penalty 2829.985681 = -666334.831717
  nChanged 9
		SP:Iteration 35Q (2755.450000 sec): 3 clusters
  Score: Raw -669167.315831 + Penalty 2829.985681 = -666337.330151
  nChanged 13
		SP:Iteration 36Q (2755.460000 sec): 3 clusters
  Score: Raw -669169.799568 + Penalty 2829.985681 = -666339.813887
  nChanged 13
		SP:Iteration 37Q (2755.470000 sec): 3 clusters
  Score: Raw -669172.983100 + Penalty 2829.985681 = -666342.997419
  nChanged 21
		SP:Iteration 38Q (2755.490000 sec): 3 clusters
  Score: Raw -669177.290586 + Penalty 2829.985681 = -666347.304905
  nChanged 14
		SP:Iteration 39Q (2755.510000 sec): 3 clusters
  Score: Raw -669180.839251 + Penalty 2829.985681 = -666350.853570
  nChanged 14
		SP:Iteration 40F (2755.520000 sec): 3 clusters
  Score: Raw -669184.016086 + Penalty 2829.985681 = -666354.030406
  nChanged 15
		SP:Iteration 41Q (2755.530000 sec): 3 clusters
  Score: Raw -669187.874980 + Penalty 2829.985681 = -666357.889299
  nChanged 19
		SP:Iteration 42Q (2755.550000 sec): 3 clusters
  Score: Raw -669192.789150 + Penalty 2829.985681 = -666362.803469
  nChanged 15
		SP:Iteration 43Q (2755.570000 sec): 3 clusters
  Score: Raw -669195.797969 + Penalty 2829.985681 = -666365.812289
  nChanged 11
		SP:Iteration 44Q (2755.580000 sec): 3 clusters
  Score: Raw -669198.623304 + Penalty 2829.985681 = -666368.637623
  nChanged 14
		SP:Iteration 45Q (2755.590000 sec): 3 clusters
  Score: Raw -669201.661498 + Penalty 2829.985681 = -666371.675817
  nChanged 10
		SP:Iteration 46Q (2755.610000 sec): 3 clusters
  Score: Raw -669203.774918 + Penalty 2829.985681 = -666373.789237
  nChanged 10
		SP:Iteration 47Q (2755.630000 sec): 3 clusters
  Score: Raw -669205.450481 + Penalty 2829.985681 = -666375.464800
  nChanged 9
		SP:Iteration 48Q (2755.640000 sec): 3 clusters
  Score: Raw -669207.644402 + Penalty 2829.985681 = -666377.658722
  nChanged 15
		SP:Iteration 49Q (2755.650000 sec): 3 clusters
  Score: Raw -669211.147282 + Penalty 2829.985681 = -666381.161602
  nChanged 21
		SP:Iteration 50Q (2755.670000 sec): 3 clusters
  Score: Raw -669214.955147 + Penalty 2829.985681 = -666384.969467
  nChanged 8
		SP:Iteration 51Q (2755.690000 sec): 3 clusters
  Score: Raw -669216.344679 + Penalty 2829.985681 = -666386.358998
  nChanged 12
		SP:Iteration 52Q (2755.700000 sec): 3 clusters
  Score: Raw -669219.229237 + Penalty 2829.985681 = -666389.243556
  nChanged 11
		SP:Iteration 53Q (2755.710000 sec): 3 clusters
  Score: Raw -669222.624120 + Penalty 2829.985681 = -666392.638440
  nChanged 15
		SP:Iteration 54Q (2755.730000 sec): 3 clusters
  Score: Raw -669227.242111 + Penalty 2829.985681 = -666397.256431
  nChanged 18
		SP:Iteration 55Q (2755.750000 sec): 3 clusters
  Score: Raw -669232.551159 + Penalty 2829.985681 = -666402.565478
  nChanged 13
		SP:Iteration 56Q (2755.760000 sec): 3 clusters
  Score: Raw -669236.104826 + Penalty 2829.985681 = -666406.119145
  nChanged 14
		SP:Iteration 57Q (2755.770000 sec): 3 clusters
  Score: Raw -669240.033196 + Penalty 2829.985681 = -666410.047516
  nChanged 11
		SP:Iteration 58Q (2755.790000 sec): 3 clusters
  Score: Raw -669242.294981 + Penalty 2829.985681 = -666412.309301
  nChanged 6
		SP:Iteration 59Q (2755.800000 sec): 3 clusters
  Score: Raw -669243.500793 + Penalty 2829.985681 = -666413.515112
  nChanged 8
		SP:Iteration 60F (2755.820000 sec): 3 clusters
  Score: Raw -669245.327943 + Penalty 2829.985681 = -666415.342263
  nChanged 6
		SP:Iteration 61Q (2755.830000 sec): 3 clusters
  Score: Raw -669246.304615 + Penalty 2829.985681 = -666416.318935
  nChanged 3
		SP:Iteration 62Q (2755.850000 sec): 3 clusters
  Score: Raw -669246.540420 + Penalty 2829.985681 = -666416.554739
  nChanged 4
		SP:Iteration 63Q (2755.860000 sec): 3 clusters
  Score: Raw -669247.196000 + Penalty 2829.985681 = -666417.210320
  nChanged 3
		SP:Iteration 64Q (2755.880000 sec): 3 clusters
  Score: Raw -669247.382931 + Penalty 2829.985681 = -666417.397251
  nChanged 1
		SP:Iteration 65Q (2755.890000 sec): 3 clusters
  Score: Raw -669247.588041 + Penalty 2829.985681 = -666417.602361
  nChanged 1
		SP:Iteration 66Q (2755.910000 sec): 3 clusters
  Score: Raw -669247.738210 + Penalty 2829.985681 = -666417.752529
  nChanged 0
		SP:Iteration 67F (2755.920000 sec): 3 clusters
  Score: Raw -669247.738210 + Penalty 2829.985681 = -666417.752529
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (1467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2755.930000 sec): 2 clusters
  Score: Raw -166507.266294 + Penalty 1184.783401 = -165322.482892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2755.930000 sec): 3 clusters
  Score: Raw -166008.494569 + Penalty 2369.566803 = -163638.927766
  nChanged 495
		SP:Iteration 1F (2755.940000 sec): 3 clusters
  Score: Raw -166404.394810 + Penalty 2369.566803 = -164034.828007
  nChanged 117
		SP:Iteration 2F (2755.940000 sec): 3 clusters
  Score: Raw -166528.079973 + Penalty 2369.566803 = -164158.513170
  nChanged 87
		SP:Iteration 3F (2755.950000 sec): 3 clusters
  Score: Raw -166611.001786 + Penalty 2369.566803 = -164241.434983
  nChanged 65
		SP:Iteration 4Q (2755.950000 sec): 3 clusters
  Score: Raw -166725.019451 + Penalty 2369.566803 = -164355.452648
  nChanged 63
		SP:Iteration 5Q (2755.950000 sec): 3 clusters
  Score: Raw -166857.432541 + Penalty 2369.566803 = -164487.865739
  nChanged 70
		SP:Iteration 6Q (2755.950000 sec): 3 clusters
  Score: Raw -166995.794646 + Penalty 2369.566803 = -164626.227843
  nChanged 67
		SP:Iteration 7Q (2755.960000 sec): 3 clusters
  Score: Raw -167119.110323 + Penalty 2369.566803 = -164749.543520
  nChanged 54
		SP:Iteration 8Q (2755.960000 sec): 3 clusters
  Score: Raw -167211.590363 + Penalty 2369.566803 = -164842.023560
  nChanged 41
		SP:Iteration 9Q (2755.970000 sec): 3 clusters
  Score: Raw -167278.309444 + Penalty 2369.566803 = -164908.742641
  nChanged 42
		SP:Iteration 10Q (2755.970000 sec): 3 clusters
  Score: Raw -167349.945029 + Penalty 2369.566803 = -164980.378227
  nChanged 33
		SP:Iteration 11Q (2755.970000 sec): 3 clusters
  Score: Raw -167424.629144 + Penalty 2369.566803 = -165055.062342
  nChanged 38
		SP:Iteration 12Q (2755.970000 sec): 3 clusters
  Score: Raw -167481.113508 + Penalty 2369.566803 = -165111.546705
  nChanged 46
		SP:Iteration 13Q (2755.980000 sec): 3 clusters
  Score: Raw -167543.442952 + Penalty 2369.566803 = -165173.876149
  nChanged 36
		SP:Iteration 14Q (2755.980000 sec): 3 clusters
  Score: Raw -167585.555112 + Penalty 2369.566803 = -165215.988309
  nChanged 35
		SP:Iteration 15Q (2755.980000 sec): 3 clusters
  Score: Raw -167633.990130 + Penalty 2369.566803 = -165264.423327
  nChanged 36
		SP:Iteration 16Q (2755.990000 sec): 3 clusters
  Score: Raw -167692.496089 + Penalty 2369.566803 = -165322.929287
  nChanged 31
		SP:Iteration 17Q (2755.990000 sec): 3 clusters
  Score: Raw -167754.262199 + Penalty 2369.566803 = -165384.695396
  nChanged 21
		SP:Iteration 18Q (2755.990000 sec): 3 clusters
  Score: Raw -167794.908924 + Penalty 2369.566803 = -165425.342121
  nChanged 7
		SP:Iteration 19Q (2755.990000 sec): 3 clusters
  Score: Raw -167808.580913 + Penalty 2369.566803 = -165439.014110
  nChanged 4
		SP:Iteration 20F (2756.000000 sec): 3 clusters
  Score: Raw -167826.120055 + Penalty 2369.566803 = -165456.553252
  nChanged 2
		SP:Iteration 21Q (2756.000000 sec): 3 clusters
  Score: Raw -167832.117329 + Penalty 2369.566803 = -165462.550526
  nChanged 2
		SP:Iteration 22Q (2756.000000 sec): 3 clusters
  Score: Raw -167833.359420 + Penalty 2369.566803 = -165463.792618
  nChanged 0
		SP:Iteration 23F (2756.010000 sec): 3 clusters
  Score: Raw -167833.359420 + Penalty 2369.566803 = -165463.792618
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2756.070000 sec): 2 clusters
  Score: Raw -2201361.261452 + Penalty 1604.333597 = -2199756.927854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2756.130000 sec): 3 clusters
  Score: Raw -2189786.621048 + Penalty 3208.667195 = -2186577.953854
  nChanged 8647
		SP:Iteration 1F (2756.180000 sec): 3 clusters
  Score: Raw -2194847.284053 + Penalty 3208.667195 = -2191638.616858
  nChanged 1351
		SP:Iteration 2F (2756.230000 sec): 3 clusters
  Score: Raw -2195772.288946 + Penalty 3208.667195 = -2192563.621751
  nChanged 1589
		SP:Iteration 3F (2756.280000 sec): 3 clusters
  Score: Raw -2197088.377579 + Penalty 3208.667195 = -2193879.710384
  nChanged 1656
		SP:Iteration 4F (2756.330000 sec): 3 clusters
  Score: Raw -2198436.297385 + Penalty 3208.667195 = -2195227.630190
  nChanged 1539
		SP:Iteration 5F (2756.380000 sec): 3 clusters
  Score: Raw -2199622.816791 + Penalty 3208.667195 = -2196414.149596
  nChanged 1114
		SP:Iteration 6F (2756.430000 sec): 3 clusters
  Score: Raw -2200422.187869 + Penalty 3208.667195 = -2197213.520674
  nChanged 784
		SP:Iteration 7Q (2756.480000 sec): 3 clusters
  Score: Raw -2200968.095446 + Penalty 3208.667195 = -2197759.428251
  nChanged 494
		SP:Iteration 8Q (2756.530000 sec): 3 clusters
  Score: Raw -2201285.662756 + Penalty 3208.667195 = -2198076.995561
  nChanged 363
		SP:Iteration 9Q (2756.590000 sec): 3 clusters
  Score: Raw -2201493.997621 + Penalty 3208.667195 = -2198285.330426
  nChanged 255
		SP:Iteration 10Q (2756.640000 sec): 3 clusters
  Score: Raw -2201625.383654 + Penalty 3208.667195 = -2198416.716459
  nChanged 203
		SP:Iteration 11Q (2756.690000 sec): 3 clusters
  Score: Raw -2201720.710444 + Penalty 3208.667195 = -2198512.043249
  nChanged 150
		SP:Iteration 12Q (2756.740000 sec): 3 clusters
  Score: Raw -2201783.467929 + Penalty 3208.667195 = -2198574.800734
  nChanged 120
		SP:Iteration 13Q (2756.790000 sec): 3 clusters
  Score: Raw -2201829.708704 + Penalty 3208.667195 = -2198621.041509
  nChanged 114
		SP:Iteration 14Q (2756.840000 sec): 3 clusters
  Score: Raw -2201877.275853 + Penalty 3208.667195 = -2198668.608658
  nChanged 92
		SP:Iteration 15Q (2756.890000 sec): 3 clusters
  Score: Raw -2201914.347837 + Penalty 3208.667195 = -2198705.680642
  nChanged 64
		SP:Iteration 16Q (2756.940000 sec): 3 clusters
  Score: Raw -2201937.868927 + Penalty 3208.667195 = -2198729.201732
  nChanged 57
		SP:Iteration 17Q (2756.990000 sec): 3 clusters
  Score: Raw -2201954.406388 + Penalty 3208.667195 = -2198745.739193
  nChanged 43
		SP:Iteration 18Q (2757.030000 sec): 3 clusters
  Score: Raw -2201967.461860 + Penalty 3208.667195 = -2198758.794665
  nChanged 30
		SP:Iteration 19Q (2757.080000 sec): 3 clusters
  Score: Raw -2201977.825139 + Penalty 3208.667195 = -2198769.157944
  nChanged 30
		SP:Iteration 20F (2757.130000 sec): 3 clusters
  Score: Raw -2201986.166440 + Penalty 3208.667195 = -2198777.499245
  nChanged 19
		SP:Iteration 21Q (2757.180000 sec): 3 clusters
  Score: Raw -2201990.825400 + Penalty 3208.667195 = -2198782.158205
  nChanged 9
		SP:Iteration 22Q (2757.230000 sec): 3 clusters
  Score: Raw -2201993.863817 + Penalty 3208.667195 = -2198785.196622
  nChanged 12
		SP:Iteration 23Q (2757.270000 sec): 3 clusters
  Score: Raw -2201997.911556 + Penalty 3208.667195 = -2198789.244362
  nChanged 9
		SP:Iteration 24Q (2757.320000 sec): 3 clusters
  Score: Raw -2201999.778924 + Penalty 3208.667195 = -2198791.111729
  nChanged 8
		SP:Iteration 25Q (2757.370000 sec): 3 clusters
  Score: Raw -2202001.875627 + Penalty 3208.667195 = -2198793.208432
  nChanged 7
		SP:Iteration 26Q (2757.420000 sec): 3 clusters
  Score: Raw -2202004.405884 + Penalty 3208.667195 = -2198795.738689
  nChanged 10
		SP:Iteration 27Q (2757.460000 sec): 3 clusters
  Score: Raw -2202006.734698 + Penalty 3208.667195 = -2198798.067503
  nChanged 6
		SP:Iteration 28Q (2757.510000 sec): 3 clusters
  Score: Raw -2202008.457821 + Penalty 3208.667195 = -2198799.790627
  nChanged 5
		SP:Iteration 29Q (2757.560000 sec): 3 clusters
  Score: Raw -2202009.532462 + Penalty 3208.667195 = -2198800.865267
  nChanged 4
		SP:Iteration 30Q (2757.610000 sec): 3 clusters
  Score: Raw -2202010.033837 + Penalty 3208.667195 = -2198801.366642
  nChanged 1
		SP:Iteration 31Q (2757.650000 sec): 3 clusters
  Score: Raw -2202010.139444 + Penalty 3208.667195 = -2198801.472250
  nChanged 0
		SP:Iteration 32F (2757.700000 sec): 3 clusters
  Score: Raw -2202010.139444 + Penalty 3208.667195 = -2198801.472250
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2757.730000 sec): 2 clusters
  Score: Raw -604673.128436 + Penalty 1405.933570 = -603267.194866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2757.750000 sec): 3 clusters
  Score: Raw -601660.597322 + Penalty 2811.867141 = -598848.730181
  nChanged 2343
		SP:Iteration 1F (2757.760000 sec): 3 clusters
  Score: Raw -603051.405572 + Penalty 2811.867141 = -600239.538431
  nChanged 453
		SP:Iteration 2F (2757.770000 sec): 3 clusters
  Score: Raw -603339.232894 + Penalty 2811.867141 = -600527.365753
  nChanged 362
		SP:Iteration 3F (2757.790000 sec): 3 clusters
  Score: Raw -603565.108909 + Penalty 2811.867141 = -600753.241768
  nChanged 306
		SP:Iteration 4F (2757.800000 sec): 3 clusters
  Score: Raw -603755.138145 + Penalty 2811.867141 = -600943.271005
  nChanged 280
		SP:Iteration 5Q (2757.820000 sec): 3 clusters
  Score: Raw -603936.462308 + Penalty 2811.867141 = -601124.595167
  nChanged 261
		SP:Iteration 6Q (2757.830000 sec): 3 clusters
  Score: Raw -604107.899732 + Penalty 2811.867141 = -601296.032592
  nChanged 244
		SP:Iteration 7Q (2757.850000 sec): 3 clusters
  Score: Raw -604285.960410 + Penalty 2811.867141 = -601474.093269
  nChanged 227
		SP:Iteration 8Q (2757.860000 sec): 3 clusters
  Score: Raw -604453.537386 + Penalty 2811.867141 = -601641.670245
  nChanged 177
		SP:Iteration 9Q (2757.870000 sec): 3 clusters
  Score: Raw -604574.493361 + Penalty 2811.867141 = -601762.626220
  nChanged 146
		SP:Iteration 10Q (2757.890000 sec): 3 clusters
  Score: Raw -604690.206252 + Penalty 2811.867141 = -601878.339112
  nChanged 134
		SP:Iteration 11Q (2757.900000 sec): 3 clusters
  Score: Raw -604786.645887 + Penalty 2811.867141 = -601974.778746
  nChanged 109
		SP:Iteration 12Q (2757.920000 sec): 3 clusters
  Score: Raw -604854.043291 + Penalty 2811.867141 = -602042.176150
  nChanged 82
		SP:Iteration 13Q (2757.930000 sec): 3 clusters
  Score: Raw -604908.689117 + Penalty 2811.867141 = -602096.821976
  nChanged 66
		SP:Iteration 14Q (2757.940000 sec): 3 clusters
  Score: Raw -604953.456192 + Penalty 2811.867141 = -602141.589052
  nChanged 59
		SP:Iteration 15Q (2757.950000 sec): 3 clusters
  Score: Raw -604989.322068 + Penalty 2811.867141 = -602177.454927
  nChanged 47
		SP:Iteration 16Q (2757.970000 sec): 3 clusters
  Score: Raw -605017.155119 + Penalty 2811.867141 = -602205.287978
  nChanged 34
		SP:Iteration 17Q (2757.980000 sec): 3 clusters
  Score: Raw -605035.929281 + Penalty 2811.867141 = -602224.062141
  nChanged 24
		SP:Iteration 18Q (2757.990000 sec): 3 clusters
  Score: Raw -605044.848214 + Penalty 2811.867141 = -602232.981074
  nChanged 17
		SP:Iteration 19Q (2758.010000 sec): 3 clusters
  Score: Raw -605052.300779 + Penalty 2811.867141 = -602240.433639
  nChanged 18
		SP:Iteration 20F (2758.020000 sec): 3 clusters
  Score: Raw -605058.569295 + Penalty 2811.867141 = -602246.702154
  nChanged 18
		SP:Iteration 21Q (2758.030000 sec): 3 clusters
  Score: Raw -605066.001526 + Penalty 2811.867141 = -602254.134385
  nChanged 17
		SP:Iteration 22Q (2758.050000 sec): 3 clusters
  Score: Raw -605074.633480 + Penalty 2811.867141 = -602262.766340
  nChanged 10
		SP:Iteration 23Q (2758.060000 sec): 3 clusters
  Score: Raw -605080.320177 + Penalty 2811.867141 = -602268.453037
  nChanged 14
		SP:Iteration 24Q (2758.070000 sec): 3 clusters
  Score: Raw -605089.496604 + Penalty 2811.867141 = -602277.629463
  nChanged 13
		SP:Iteration 25Q (2758.080000 sec): 3 clusters
  Score: Raw -605094.313959 + Penalty 2811.867141 = -602282.446819
  nChanged 12
		SP:Iteration 26Q (2758.100000 sec): 3 clusters
  Score: Raw -605100.325369 + Penalty 2811.867141 = -602288.458228
  nChanged 14
		SP:Iteration 27Q (2758.110000 sec): 3 clusters
  Score: Raw -605108.763677 + Penalty 2811.867141 = -602296.896537
  nChanged 11
		SP:Iteration 28Q (2758.120000 sec): 3 clusters
  Score: Raw -605115.160198 + Penalty 2811.867141 = -602303.293057
  nChanged 11
		SP:Iteration 29Q (2758.130000 sec): 3 clusters
  Score: Raw -605124.153963 + Penalty 2811.867141 = -602312.286822
  nChanged 10
		SP:Iteration 30Q (2758.150000 sec): 3 clusters
  Score: Raw -605132.093772 + Penalty 2811.867141 = -602320.226631
  nChanged 13
		SP:Iteration 31Q (2758.160000 sec): 3 clusters
  Score: Raw -605136.835275 + Penalty 2811.867141 = -602324.968134
  nChanged 13
		SP:Iteration 32Q (2758.170000 sec): 3 clusters
  Score: Raw -605142.921623 + Penalty 2811.867141 = -602331.054483
  nChanged 11
		SP:Iteration 33Q (2758.180000 sec): 3 clusters
  Score: Raw -605146.272193 + Penalty 2811.867141 = -602334.405052
  nChanged 10
		SP:Iteration 34Q (2758.190000 sec): 3 clusters
  Score: Raw -605151.348702 + Penalty 2811.867141 = -602339.481562
  nChanged 13
		SP:Iteration 35Q (2758.210000 sec): 3 clusters
  Score: Raw -605157.420357 + Penalty 2811.867141 = -602345.553217
  nChanged 14
		SP:Iteration 36Q (2758.220000 sec): 3 clusters
  Score: Raw -605166.110724 + Penalty 2811.867141 = -602354.243583
  nChanged 16
		SP:Iteration 37Q (2758.230000 sec): 3 clusters
  Score: Raw -605175.136912 + Penalty 2811.867141 = -602363.269771
  nChanged 11
		SP:Iteration 38Q (2758.250000 sec): 3 clusters
  Score: Raw -605181.537195 + Penalty 2811.867141 = -602369.670054
  nChanged 12
		SP:Iteration 39Q (2758.260000 sec): 3 clusters
  Score: Raw -605186.614379 + Penalty 2811.867141 = -602374.747239
  nChanged 9
		SP:Iteration 40F (2758.270000 sec): 3 clusters
  Score: Raw -605188.986406 + Penalty 2811.867141 = -602377.119266
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (27850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2758.370000 sec): 2 clusters
  Score: Raw -3218583.674220 + Penalty 1663.120590 = -3216920.553630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2758.440000 sec): 3 clusters
  Score: Raw -3201410.596692 + Penalty 3326.241180 = -3198084.355512
  nChanged 12841
		SP:Iteration 1F (2758.510000 sec): 3 clusters
  Score: Raw -3208630.368090 + Penalty 3326.241180 = -3205304.126910
  nChanged 1480
		SP:Iteration 2F (2758.590000 sec): 3 clusters
  Score: Raw -3209294.736287 + Penalty 3326.241180 = -3205968.495107
  nChanged 1641
		SP:Iteration 3F (2758.660000 sec): 3 clusters
  Score: Raw -3210246.972108 + Penalty 3326.241180 = -3206920.730928
  nChanged 1957
		SP:Iteration 4F (2758.730000 sec): 3 clusters
  Score: Raw -3211567.126288 + Penalty 3326.241180 = -3208240.885108
  nChanged 2034
		SP:Iteration 5F (2758.810000 sec): 3 clusters
  Score: Raw -3213172.586045 + Penalty 3326.241180 = -3209846.344865
  nChanged 2124
		SP:Iteration 6F (2758.880000 sec): 3 clusters
  Score: Raw -3215004.492446 + Penalty 3326.241180 = -3211678.251267
  nChanged 1816
		SP:Iteration 7F (2758.950000 sec): 3 clusters
  Score: Raw -3216617.800990 + Penalty 3326.241180 = -3213291.559811
  nChanged 1382
		SP:Iteration 8Q (2759.020000 sec): 3 clusters
  Score: Raw -3217787.706898 + Penalty 3326.241180 = -3214461.465718
  nChanged 872
		SP:Iteration 9Q (2759.090000 sec): 3 clusters
  Score: Raw -3218481.790798 + Penalty 3326.241180 = -3215155.549619
  nChanged 517
		SP:Iteration 10Q (2759.160000 sec): 3 clusters
  Score: Raw -3218849.696895 + Penalty 3326.241180 = -3215523.455715
  nChanged 269
		SP:Iteration 11Q (2759.230000 sec): 3 clusters
  Score: Raw -3219014.772555 + Penalty 3326.241180 = -3215688.531375
  nChanged 172
		SP:Iteration 12Q (2759.290000 sec): 3 clusters
  Score: Raw -3219114.306536 + Penalty 3326.241180 = -3215788.065356
  nChanged 121
		SP:Iteration 13Q (2759.350000 sec): 3 clusters
  Score: Raw -3219176.642896 + Penalty 3326.241180 = -3215850.401716
  nChanged 79
		SP:Iteration 14Q (2759.410000 sec): 3 clusters
  Score: Raw -3219216.844499 + Penalty 3326.241180 = -3215890.603320
  nChanged 50
		SP:Iteration 15Q (2759.470000 sec): 3 clusters
  Score: Raw -3219235.380006 + Penalty 3326.241180 = -3215909.138827
  nChanged 40
		SP:Iteration 16Q (2759.530000 sec): 3 clusters
  Score: Raw -3219251.347245 + Penalty 3326.241180 = -3215925.106065
  nChanged 26
		SP:Iteration 17Q (2759.590000 sec): 3 clusters
  Score: Raw -3219263.203634 + Penalty 3326.241180 = -3215936.962454
  nChanged 26
		SP:Iteration 18Q (2759.650000 sec): 3 clusters
  Score: Raw -3219270.954627 + Penalty 3326.241180 = -3215944.713447
  nChanged 18
		SP:Iteration 19Q (2759.710000 sec): 3 clusters
  Score: Raw -3219276.315804 + Penalty 3326.241180 = -3215950.074624
  nChanged 12
		SP:Iteration 20F (2759.780000 sec): 3 clusters
  Score: Raw -3219282.511480 + Penalty 3326.241180 = -3215956.270300
  nChanged 16
		SP:Iteration 21Q (2759.830000 sec): 3 clusters
  Score: Raw -3219289.684803 + Penalty 3326.241180 = -3215963.443623
  nChanged 19
		SP:Iteration 22Q (2759.890000 sec): 3 clusters
  Score: Raw -3219295.836526 + Penalty 3326.241180 = -3215969.595346
  nChanged 13
		SP:Iteration 23Q (2759.950000 sec): 3 clusters
  Score: Raw -3219301.187481 + Penalty 3326.241180 = -3215974.946301
  nChanged 14
		SP:Iteration 24Q (2760.010000 sec): 3 clusters
  Score: Raw -3219307.307405 + Penalty 3326.241180 = -3215981.066226
  nChanged 15
		SP:Iteration 25Q (2760.060000 sec): 3 clusters
  Score: Raw -3219312.763304 + Penalty 3326.241180 = -3215986.522124
  nChanged 15
		SP:Iteration 26Q (2760.120000 sec): 3 clusters
  Score: Raw -3219317.270849 + Penalty 3326.241180 = -3215991.029669
  nChanged 5
		SP:Iteration 27Q (2760.170000 sec): 3 clusters
  Score: Raw -3219319.414692 + Penalty 3326.241180 = -3215993.173512
  nChanged 3
		SP:Iteration 28Q (2760.230000 sec): 3 clusters
  Score: Raw -3219320.699172 + Penalty 3326.241180 = -3215994.457993
  nChanged 1
		SP:Iteration 29Q (2760.290000 sec): 3 clusters
  Score: Raw -3219321.065256 + Penalty 3326.241180 = -3215994.824076
  nChanged 1
		SP:Iteration 30Q (2760.340000 sec): 3 clusters
  Score: Raw -3219321.403192 + Penalty 3326.241180 = -3215995.162012
  nChanged 1
		SP:Iteration 31Q (2760.400000 sec): 3 clusters
  Score: Raw -3219321.539236 + Penalty 3326.241180 = -3215995.298056
  nChanged 1
		SP:Iteration 32Q (2760.450000 sec): 3 clusters
  Score: Raw -3219321.691638 + Penalty 3326.241180 = -3215995.450459
  nChanged 0
		SP:Iteration 33F (2760.530000 sec): 3 clusters
  Score: Raw -3219321.691638 + Penalty 3326.241180 = -3215995.450459
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2760.950000 sec): 2 clusters
  Score: Raw -16329103.659265 + Penalty 1925.449340 = -16327178.209925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2761.330000 sec): 3 clusters
  Score: Raw -16236933.644688 + Penalty 3850.898680 = -16233082.746008
  nChanged 67484
		SP:Iteration 1F (2761.710000 sec): 3 clusters
  Score: Raw -16276641.887552 + Penalty 3850.898680 = -16272790.988872
  nChanged 4203
		SP:Iteration 2Q (2762.100000 sec): 3 clusters
  Score: Raw -16277682.945121 + Penalty 3850.898680 = -16273832.046441
  nChanged 4614
		SP:Iteration 3Q (2762.480000 sec): 3 clusters
  Score: Raw -16278989.946628 + Penalty 3850.898680 = -16275139.047948
  nChanged 5106
		SP:Iteration 4Q (2762.870000 sec): 3 clusters
  Score: Raw -16280676.700135 + Penalty 3850.898680 = -16276825.801455
  nChanged 5611
		SP:Iteration 5Q (2763.260000 sec): 3 clusters
  Score: Raw -16282778.689725 + Penalty 3850.898680 = -16278927.791045
  nChanged 6140
		SP:Iteration 6Q (2763.650000 sec): 3 clusters
  Score: Raw -16285386.200794 + Penalty 3850.898680 = -16281535.302113
  nChanged 6664
		SP:Iteration 7Q (2764.030000 sec): 3 clusters
  Score: Raw -16288534.405018 + Penalty 3850.898680 = -16284683.506338
  nChanged 6961
		SP:Iteration 8Q (2764.410000 sec): 3 clusters
  Score: Raw -16292242.967868 + Penalty 3850.898680 = -16288392.069188
  nChanged 7371
		SP:Iteration 9F (2764.790000 sec): 3 clusters
  Score: Raw -16296528.273465 + Penalty 3850.898680 = -16292677.374785
  nChanged 7425
		SP:Iteration 10F (2765.170000 sec): 3 clusters
  Score: Raw -16301088.055379 + Penalty 3850.898680 = -16297237.156699
  nChanged 7228
		SP:Iteration 11F (2765.550000 sec): 3 clusters
  Score: Raw -16305559.982207 + Penalty 3850.898680 = -16301709.083527
  nChanged 6502
		SP:Iteration 12Q (2765.920000 sec): 3 clusters
  Score: Raw -16309546.268853 + Penalty 3850.898680 = -16305695.370173
  nChanged 5533
		SP:Iteration 13Q (2766.280000 sec): 3 clusters
  Score: Raw -16312782.026232 + Penalty 3850.898680 = -16308931.127552
  nChanged 4524
		SP:Iteration 14Q (2766.630000 sec): 3 clusters
  Score: Raw -16315310.007723 + Penalty 3850.898680 = -16311459.109043
  nChanged 3688
		SP:Iteration 15Q (2766.980000 sec): 3 clusters
  Score: Raw -16317324.793274 + Penalty 3850.898680 = -16313473.894593
  nChanged 3076
		SP:Iteration 16Q (2767.310000 sec): 3 clusters
  Score: Raw -16319038.787650 + Penalty 3850.898680 = -16315187.888970
  nChanged 2689
		SP:Iteration 17Q (2767.640000 sec): 3 clusters
  Score: Raw -16320528.577997 + Penalty 3850.898680 = -16316677.679317
  nChanged 2460
		SP:Iteration 18Q (2767.960000 sec): 3 clusters
  Score: Raw -16321869.695681 + Penalty 3850.898680 = -16318018.797001
  nChanged 2222
		SP:Iteration 19Q (2768.270000 sec): 3 clusters
  Score: Raw -16323074.610800 + Penalty 3850.898680 = -16319223.712120
  nChanged 2015
		SP:Iteration 20F (2768.650000 sec): 3 clusters
  Score: Raw -16324164.782946 + Penalty 3850.898680 = -16320313.884266
  nChanged 1780
		SP:Iteration 21Q (2768.950000 sec): 3 clusters
  Score: Raw -16325171.933977 + Penalty 3850.898680 = -16321321.035297
  nChanged 1558
		SP:Iteration 22Q (2769.240000 sec): 3 clusters
  Score: Raw -16326064.778032 + Penalty 3850.898680 = -16322213.879352
  nChanged 1356
		SP:Iteration 23Q (2769.530000 sec): 3 clusters
  Score: Raw -16326878.414461 + Penalty 3850.898680 = -16323027.515781
  nChanged 1171
		SP:Iteration 24Q (2769.810000 sec): 3 clusters
  Score: Raw -16327598.363701 + Penalty 3850.898680 = -16323747.465021
  nChanged 984
		SP:Iteration 25Q (2770.090000 sec): 3 clusters
  Score: Raw -16328227.387288 + Penalty 3850.898680 = -16324376.488608
  nChanged 759
		SP:Iteration 26Q (2770.370000 sec): 3 clusters
  Score: Raw -16328706.545727 + Penalty 3850.898680 = -16324855.647047
  nChanged 564
		SP:Iteration 27Q (2770.640000 sec): 3 clusters
  Score: Raw -16329048.036946 + Penalty 3850.898680 = -16325197.138266
  nChanged 458
		SP:Iteration 28Q (2770.910000 sec): 3 clusters
  Score: Raw -16329323.309170 + Penalty 3850.898680 = -16325472.410490
  nChanged 344
		SP:Iteration 29Q (2771.190000 sec): 3 clusters
  Score: Raw -16329506.370585 + Penalty 3850.898680 = -16325655.471905
  nChanged 235
		SP:Iteration 30Q (2771.450000 sec): 3 clusters
  Score: Raw -16329630.529701 + Penalty 3850.898680 = -16325779.631021
  nChanged 187
		SP:Iteration 31Q (2771.720000 sec): 3 clusters
  Score: Raw -16329721.099302 + Penalty 3850.898680 = -16325870.200622
  nChanged 146
		SP:Iteration 32Q (2771.980000 sec): 3 clusters
  Score: Raw -16329788.435670 + Penalty 3850.898680 = -16325937.536990
  nChanged 131
		SP:Iteration 33Q (2772.240000 sec): 3 clusters
  Score: Raw -16329839.627982 + Penalty 3850.898680 = -16325988.729302
  nChanged 85
		SP:Iteration 34Q (2772.510000 sec): 3 clusters
  Score: Raw -16329866.083633 + Penalty 3850.898680 = -16326015.184953
  nChanged 67
		SP:Iteration 35Q (2772.770000 sec): 3 clusters
  Score: Raw -16329884.516437 + Penalty 3850.898680 = -16326033.617757
  nChanged 53
		SP:Iteration 36Q (2773.030000 sec): 3 clusters
  Score: Raw -16329898.995498 + Penalty 3850.898680 = -16326048.096818
  nChanged 38
		SP:Iteration 37Q (2773.290000 sec): 3 clusters
  Score: Raw -16329908.777862 + Penalty 3850.898680 = -16326057.879182
  nChanged 22
		SP:Iteration 38Q (2773.550000 sec): 3 clusters
  Score: Raw -16329914.431259 + Penalty 3850.898680 = -16326063.532579
  nChanged 24
		SP:Iteration 39Q (2773.820000 sec): 3 clusters
  Score: Raw -16329919.582931 + Penalty 3850.898680 = -16326068.684251
  nChanged 16
		SP:Iteration 40F (2774.200000 sec): 3 clusters
  Score: Raw -16329922.612168 + Penalty 3850.898680 = -16326071.713488
  nChanged 13
		SP:Iteration 41Q (2774.460000 sec): 3 clusters
  Score: Raw -16329925.534640 + Penalty 3850.898680 = -16326074.635960
  nChanged 15
		SP:Iteration 42Q (2774.720000 sec): 3 clusters
  Score: Raw -16329930.124495 + Penalty 3850.898680 = -16326079.225815
  nChanged 18
		SP:Iteration 43Q (2774.990000 sec): 3 clusters
  Score: Raw -16329934.957381 + Penalty 3850.898680 = -16326084.058701
  nChanged 13
		SP:Iteration 44Q (2775.250000 sec): 3 clusters
  Score: Raw -16329937.609298 + Penalty 3850.898680 = -16326086.710618
  nChanged 4
		SP:Iteration 45Q (2775.520000 sec): 3 clusters
  Score: Raw -16329938.359173 + Penalty 3850.898680 = -16326087.460493
  nChanged 3
		SP:Iteration 46Q (2775.780000 sec): 3 clusters
  Score: Raw -16329939.067588 + Penalty 3850.898680 = -16326088.168908
  nChanged 3
		SP:Iteration 47Q (2776.040000 sec): 3 clusters
  Score: Raw -16329939.643004 + Penalty 3850.898680 = -16326088.744324
  nChanged 2
		SP:Iteration 48Q (2776.300000 sec): 3 clusters
  Score: Raw -16329939.827034 + Penalty 3850.898680 = -16326088.928354
  nChanged 3
		SP:Iteration 49Q (2776.560000 sec): 3 clusters
  Score: Raw -16329940.292456 + Penalty 3850.898680 = -16326089.393776
  nChanged 2
		SP:Iteration 50Q (2776.820000 sec): 3 clusters
  Score: Raw -16329940.631988 + Penalty 3850.898680 = -16326089.733308
  nChanged 1
		SP:Iteration 51Q (2777.080000 sec): 3 clusters
  Score: Raw -16329940.689496 + Penalty 3850.898680 = -16326089.790816
  nChanged 0
		SP:Iteration 52F (2777.450000 sec): 3 clusters
  Score: Raw -16329940.689496 + Penalty 3850.898680 = -16326089.790816
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (19120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2777.570000 sec): 2 clusters
  Score: Raw -2185568.754949 + Penalty 1602.004655 = -2183966.750293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2777.620000 sec): 3 clusters
  Score: Raw -2174036.285583 + Penalty 3204.009311 = -2170832.276272
  nChanged 8556
		SP:Iteration 1F (2777.670000 sec): 3 clusters
  Score: Raw -2178832.108600 + Penalty 3204.009311 = -2175628.099289
  nChanged 1043
		SP:Iteration 2F (2777.720000 sec): 3 clusters
  Score: Raw -2179218.241516 + Penalty 3204.009311 = -2176014.232206
  nChanged 962
		SP:Iteration 3F (2777.770000 sec): 3 clusters
  Score: Raw -2179570.802709 + Penalty 3204.009311 = -2176366.793398
  nChanged 903
		SP:Iteration 4Q (2777.820000 sec): 3 clusters
  Score: Raw -2179956.930501 + Penalty 3204.009311 = -2176752.921190
  nChanged 949
		SP:Iteration 5Q (2777.880000 sec): 3 clusters
  Score: Raw -2180461.893560 + Penalty 3204.009311 = -2177257.884249
  nChanged 1139
		SP:Iteration 6F (2777.930000 sec): 3 clusters
  Score: Raw -2181132.562596 + Penalty 3204.009311 = -2177928.553285
  nChanged 1125
		SP:Iteration 7F (2777.980000 sec): 3 clusters
  Score: Raw -2181815.541972 + Penalty 3204.009311 = -2178611.532661
  nChanged 1099
		SP:Iteration 8F (2778.030000 sec): 3 clusters
  Score: Raw -2182518.753057 + Penalty 3204.009311 = -2179314.743747
  nChanged 1008
		SP:Iteration 9F (2778.080000 sec): 3 clusters
  Score: Raw -2183215.563571 + Penalty 3204.009311 = -2180011.554261
  nChanged 874
		SP:Iteration 10Q (2778.130000 sec): 3 clusters
  Score: Raw -2183917.188382 + Penalty 3204.009311 = -2180713.179072
  nChanged 749
		SP:Iteration 11Q (2778.180000 sec): 3 clusters
  Score: Raw -2184601.244016 + Penalty 3204.009311 = -2181397.234705
  nChanged 596
		SP:Iteration 12Q (2778.230000 sec): 3 clusters
  Score: Raw -2185172.343864 + Penalty 3204.009311 = -2181968.334553
  nChanged 464
		SP:Iteration 13Q (2778.280000 sec): 3 clusters
  Score: Raw -2185573.970943 + Penalty 3204.009311 = -2182369.961632
  nChanged 356
		SP:Iteration 14Q (2778.320000 sec): 3 clusters
  Score: Raw -2185838.212526 + Penalty 3204.009311 = -2182634.203215
  nChanged 299
		SP:Iteration 15Q (2778.360000 sec): 3 clusters
  Score: Raw -2186015.245046 + Penalty 3204.009311 = -2182811.235735
  nChanged 210
		SP:Iteration 16Q (2778.410000 sec): 3 clusters
  Score: Raw -2186130.408837 + Penalty 3204.009311 = -2182926.399526
  nChanged 171
		SP:Iteration 17Q (2778.450000 sec): 3 clusters
  Score: Raw -2186204.790669 + Penalty 3204.009311 = -2183000.781358
  nChanged 134
		SP:Iteration 18Q (2778.490000 sec): 3 clusters
  Score: Raw -2186259.393627 + Penalty 3204.009311 = -2183055.384317
  nChanged 122
		SP:Iteration 19Q (2778.530000 sec): 3 clusters
  Score: Raw -2186310.051091 + Penalty 3204.009311 = -2183106.041781
  nChanged 103
		SP:Iteration 20F (2778.580000 sec): 3 clusters
  Score: Raw -2186354.331862 + Penalty 3204.009311 = -2183150.322551
  nChanged 93
		SP:Iteration 21Q (2778.620000 sec): 3 clusters
  Score: Raw -2186392.956109 + Penalty 3204.009311 = -2183188.946798
  nChanged 81
		SP:Iteration 22Q (2778.660000 sec): 3 clusters
  Score: Raw -2186417.818502 + Penalty 3204.009311 = -2183213.809191
  nChanged 58
		SP:Iteration 23Q (2778.700000 sec): 3 clusters
  Score: Raw -2186433.858162 + Penalty 3204.009311 = -2183229.848851
  nChanged 47
		SP:Iteration 24Q (2778.740000 sec): 3 clusters
  Score: Raw -2186448.311094 + Penalty 3204.009311 = -2183244.301783
  nChanged 51
		SP:Iteration 25Q (2778.780000 sec): 3 clusters
  Score: Raw -2186463.724906 + Penalty 3204.009311 = -2183259.715595
  nChanged 48
		SP:Iteration 26Q (2778.820000 sec): 3 clusters
  Score: Raw -2186479.284947 + Penalty 3204.009311 = -2183275.275636
  nChanged 41
		SP:Iteration 27Q (2778.860000 sec): 3 clusters
  Score: Raw -2186491.854585 + Penalty 3204.009311 = -2183287.845274
  nChanged 33
		SP:Iteration 28Q (2778.900000 sec): 3 clusters
  Score: Raw -2186504.484860 + Penalty 3204.009311 = -2183300.475549
  nChanged 26
		SP:Iteration 29Q (2778.940000 sec): 3 clusters
  Score: Raw -2186513.301812 + Penalty 3204.009311 = -2183309.292501
  nChanged 29
		SP:Iteration 30Q (2778.980000 sec): 3 clusters
  Score: Raw -2186519.437687 + Penalty 3204.009311 = -2183315.428377
  nChanged 23
		SP:Iteration 31Q (2779.020000 sec): 3 clusters
  Score: Raw -2186525.081208 + Penalty 3204.009311 = -2183321.071897
  nChanged 16
		SP:Iteration 32Q (2779.060000 sec): 3 clusters
  Score: Raw -2186529.118068 + Penalty 3204.009311 = -2183325.108757
  nChanged 11
		SP:Iteration 33Q (2779.100000 sec): 3 clusters
  Score: Raw -2186532.630812 + Penalty 3204.009311 = -2183328.621501
  nChanged 20
		SP:Iteration 34Q (2779.140000 sec): 3 clusters
  Score: Raw -2186537.273881 + Penalty 3204.009311 = -2183333.264571
  nChanged 18
		SP:Iteration 35Q (2779.170000 sec): 3 clusters
  Score: Raw -2186541.102058 + Penalty 3204.009311 = -2183337.092747
  nChanged 5
		SP:Iteration 36Q (2779.210000 sec): 3 clusters
  Score: Raw -2186542.850868 + Penalty 3204.009311 = -2183338.841557
  nChanged 13
		SP:Iteration 37Q (2779.250000 sec): 3 clusters
  Score: Raw -2186545.444912 + Penalty 3204.009311 = -2183341.435602
  nChanged 8
		SP:Iteration 38Q (2779.290000 sec): 3 clusters
  Score: Raw -2186546.770080 + Penalty 3204.009311 = -2183342.760769
  nChanged 5
		SP:Iteration 39Q (2779.330000 sec): 3 clusters
  Score: Raw -2186547.669609 + Penalty 3204.009311 = -2183343.660299
  nChanged 5
		SP:Iteration 40F (2779.380000 sec): 3 clusters
  Score: Raw -2186549.109787 + Penalty 3204.009311 = -2183345.100476
  nChanged 6
		SP:Iteration 41Q (2779.420000 sec): 3 clusters
  Score: Raw -2186549.982986 + Penalty 3204.009311 = -2183345.973676
  nChanged 2
		SP:Iteration 42Q (2779.460000 sec): 3 clusters
  Score: Raw -2186550.342288 + Penalty 3204.009311 = -2183346.332977
  nChanged 1
		SP:Iteration 43Q (2779.500000 sec): 3 clusters
  Score: Raw -2186550.506936 + Penalty 3204.009311 = -2183346.497625
  nChanged 1
		SP:Iteration 44Q (2779.530000 sec): 3 clusters
  Score: Raw -2186550.543723 + Penalty 3204.009311 = -2183346.534412
  nChanged 0
		SP:Iteration 45F (2779.580000 sec): 3 clusters
  Score: Raw -2186550.543723 + Penalty 3204.009311 = -2183346.534412
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2779.690000 sec): 2 clusters
  Score: Raw -3853304.913242 + Penalty 1703.690560 = -3851601.222682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2779.780000 sec): 3 clusters
  Score: Raw -3831114.432320 + Penalty 3407.381121 = -3827707.051199
  nChanged 16477
		SP:Iteration 1F (2779.880000 sec): 3 clusters
  Score: Raw -3841277.974567 + Penalty 3407.381121 = -3837870.593446
  nChanged 2208
		SP:Iteration 2F (2779.970000 sec): 3 clusters
  Score: Raw -3842445.216443 + Penalty 3407.381121 = -3839037.835323
  nChanged 2206
		SP:Iteration 3F (2780.070000 sec): 3 clusters
  Score: Raw -3843603.503232 + Penalty 3407.381121 = -3840196.122111
  nChanged 2103
		SP:Iteration 4F (2780.160000 sec): 3 clusters
  Score: Raw -3844765.813779 + Penalty 3407.381121 = -3841358.432658
  nChanged 1993
		SP:Iteration 5F (2780.260000 sec): 3 clusters
  Score: Raw -3845988.019813 + Penalty 3407.381121 = -3842580.638692
  nChanged 1897
		SP:Iteration 6F (2780.350000 sec): 3 clusters
  Score: Raw -3847221.188004 + Penalty 3407.381121 = -3843813.806883
  nChanged 1749
		SP:Iteration 7Q (2780.450000 sec): 3 clusters
  Score: Raw -3848390.153977 + Penalty 3407.381121 = -3844982.772857
  nChanged 1512
		SP:Iteration 8Q (2780.540000 sec): 3 clusters
  Score: Raw -3849416.396229 + Penalty 3407.381121 = -3846009.015108
  nChanged 1226
		SP:Iteration 9Q (2780.630000 sec): 3 clusters
  Score: Raw -3850262.786691 + Penalty 3407.381121 = -3846855.405571
  nChanged 1016
		SP:Iteration 10Q (2780.720000 sec): 3 clusters
  Score: Raw -3850948.177830 + Penalty 3407.381121 = -3847540.796709
  nChanged 883
		SP:Iteration 11Q (2780.810000 sec): 3 clusters
  Score: Raw -3851536.501399 + Penalty 3407.381121 = -3848129.120278
  nChanged 733
		SP:Iteration 12Q (2780.890000 sec): 3 clusters
  Score: Raw -3852038.799145 + Penalty 3407.381121 = -3848631.418024
  nChanged 610
		SP:Iteration 13Q (2780.970000 sec): 3 clusters
  Score: Raw -3852452.340941 + Penalty 3407.381121 = -3849044.959820
  nChanged 474
		SP:Iteration 14Q (2781.050000 sec): 3 clusters
  Score: Raw -3852743.451621 + Penalty 3407.381121 = -3849336.070500
  nChanged 392
		SP:Iteration 15Q (2781.120000 sec): 3 clusters
  Score: Raw -3852960.775240 + Penalty 3407.381121 = -3849553.394119
  nChanged 324
		SP:Iteration 16Q (2781.200000 sec): 3 clusters
  Score: Raw -3853135.929817 + Penalty 3407.381121 = -3849728.548696
  nChanged 284
		SP:Iteration 17Q (2781.280000 sec): 3 clusters
  Score: Raw -3853303.706873 + Penalty 3407.381121 = -3849896.325753
  nChanged 235
		SP:Iteration 18Q (2781.350000 sec): 3 clusters
  Score: Raw -3853436.698449 + Penalty 3407.381121 = -3850029.317328
  nChanged 201
		SP:Iteration 19Q (2781.420000 sec): 3 clusters
  Score: Raw -3853542.473675 + Penalty 3407.381121 = -3850135.092554
  nChanged 180
		SP:Iteration 20F (2781.520000 sec): 3 clusters
  Score: Raw -3853628.645437 + Penalty 3407.381121 = -3850221.264317
  nChanged 155
		SP:Iteration 21Q (2781.590000 sec): 3 clusters
  Score: Raw -3853699.790466 + Penalty 3407.381121 = -3850292.409345
  nChanged 136
		SP:Iteration 22Q (2781.660000 sec): 3 clusters
  Score: Raw -3853765.999812 + Penalty 3407.381121 = -3850358.618691
  nChanged 100
		SP:Iteration 23Q (2781.730000 sec): 3 clusters
  Score: Raw -3853813.697703 + Penalty 3407.381121 = -3850406.316582
  nChanged 90
		SP:Iteration 24Q (2781.800000 sec): 3 clusters
  Score: Raw -3853862.861653 + Penalty 3407.381121 = -3850455.480533
  nChanged 77
		SP:Iteration 25Q (2781.870000 sec): 3 clusters
  Score: Raw -3853904.283927 + Penalty 3407.381121 = -3850496.902806
  nChanged 72
		SP:Iteration 26Q (2781.940000 sec): 3 clusters
  Score: Raw -3853936.330773 + Penalty 3407.381121 = -3850528.949652
  nChanged 37
		SP:Iteration 27Q (2782.010000 sec): 3 clusters
  Score: Raw -3853948.629156 + Penalty 3407.381121 = -3850541.248035
  nChanged 31
		SP:Iteration 28Q (2782.080000 sec): 3 clusters
  Score: Raw -3853959.806853 + Penalty 3407.381121 = -3850552.425732
  nChanged 22
		SP:Iteration 29Q (2782.140000 sec): 3 clusters
  Score: Raw -3853967.639705 + Penalty 3407.381121 = -3850560.258584
  nChanged 20
		SP:Iteration 30Q (2782.220000 sec): 3 clusters
  Score: Raw -3853973.490117 + Penalty 3407.381121 = -3850566.108996
  nChanged 13
		SP:Iteration 31Q (2782.280000 sec): 3 clusters
  Score: Raw -3853977.166378 + Penalty 3407.381121 = -3850569.785257
  nChanged 9
		SP:Iteration 32Q (2782.350000 sec): 3 clusters
  Score: Raw -3853979.077139 + Penalty 3407.381121 = -3850571.696018
  nChanged 4
		SP:Iteration 33Q (2782.420000 sec): 3 clusters
  Score: Raw -3853980.153385 + Penalty 3407.381121 = -3850572.772264
  nChanged 4
		SP:Iteration 34Q (2782.500000 sec): 3 clusters
  Score: Raw -3853981.217455 + Penalty 3407.381121 = -3850573.836334
  nChanged 4
		SP:Iteration 35Q (2782.570000 sec): 3 clusters
  Score: Raw -3853982.463991 + Penalty 3407.381121 = -3850575.082870
  nChanged 4
		SP:Iteration 36Q (2782.640000 sec): 3 clusters
  Score: Raw -3853983.125784 + Penalty 3407.381121 = -3850575.744663
  nChanged 3
		SP:Iteration 37Q (2782.720000 sec): 3 clusters
  Score: Raw -3853983.844454 + Penalty 3407.381121 = -3850576.463333
  nChanged 3
		SP:Iteration 38Q (2782.780000 sec): 3 clusters
  Score: Raw -3853984.417747 + Penalty 3407.381121 = -3850577.036627
  nChanged 3
		SP:Iteration 39Q (2782.860000 sec): 3 clusters
  Score: Raw -3853985.186074 + Penalty 3407.381121 = -3850577.804954
  nChanged 1
		SP:Iteration 40F (2782.950000 sec): 3 clusters
  Score: Raw -3853985.347768 + Penalty 3407.381121 = -3850577.966647
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2783.060000 sec): 2 clusters
  Score: Raw -4309139.599526 + Penalty 1708.421295 = -4307431.178231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2783.160000 sec): 3 clusters
  Score: Raw -4286150.461804 + Penalty 3416.842590 = -4282733.619215
  nChanged 17086
		SP:Iteration 1F (2783.250000 sec): 3 clusters
  Score: Raw -4296244.539648 + Penalty 3416.842590 = -4292827.697059
  nChanged 2145
		SP:Iteration 2F (2783.350000 sec): 3 clusters
  Score: Raw -4297290.516183 + Penalty 3416.842590 = -4293873.673593
  nChanged 2499
		SP:Iteration 3F (2783.450000 sec): 3 clusters
  Score: Raw -4298732.240807 + Penalty 3416.842590 = -4295315.398217
  nChanged 2640
		SP:Iteration 4F (2783.550000 sec): 3 clusters
  Score: Raw -4300486.601982 + Penalty 3416.842590 = -4297069.759392
  nChanged 2633
		SP:Iteration 5F (2783.640000 sec): 3 clusters
  Score: Raw -4302275.089506 + Penalty 3416.842590 = -4298858.246916
  nChanged 2241
		SP:Iteration 6F (2783.740000 sec): 3 clusters
  Score: Raw -4303778.526246 + Penalty 3416.842590 = -4300361.683656
  nChanged 1828
		SP:Iteration 7Q (2783.840000 sec): 3 clusters
  Score: Raw -4305120.827162 + Penalty 3416.842590 = -4301703.984573
  nChanged 1468
		SP:Iteration 8Q (2783.940000 sec): 3 clusters
  Score: Raw -4306297.127121 + Penalty 3416.842590 = -4302880.284532
  nChanged 1131
		SP:Iteration 9Q (2784.040000 sec): 3 clusters
  Score: Raw -4307256.079507 + Penalty 3416.842590 = -4303839.236918
  nChanged 812
		SP:Iteration 10Q (2784.130000 sec): 3 clusters
  Score: Raw -4307953.996321 + Penalty 3416.842590 = -4304537.153732
  nChanged 547
		SP:Iteration 11Q (2784.220000 sec): 3 clusters
  Score: Raw -4308440.358414 + Penalty 3416.842590 = -4305023.515824
  nChanged 372
		SP:Iteration 12Q (2784.300000 sec): 3 clusters
  Score: Raw -4308798.757851 + Penalty 3416.842590 = -4305381.915262
  nChanged 275
		SP:Iteration 13Q (2784.380000 sec): 3 clusters
  Score: Raw -4309055.424471 + Penalty 3416.842590 = -4305638.581882
  nChanged 207
		SP:Iteration 14Q (2784.450000 sec): 3 clusters
  Score: Raw -4309286.705755 + Penalty 3416.842590 = -4305869.863166
  nChanged 159
		SP:Iteration 15Q (2784.520000 sec): 3 clusters
  Score: Raw -4309442.244485 + Penalty 3416.842590 = -4306025.401896
  nChanged 129
		SP:Iteration 16Q (2784.590000 sec): 3 clusters
  Score: Raw -4309552.683523 + Penalty 3416.842590 = -4306135.840933
  nChanged 98
		SP:Iteration 17Q (2784.660000 sec): 3 clusters
  Score: Raw -4309633.110571 + Penalty 3416.842590 = -4306216.267981
  nChanged 84
		SP:Iteration 18Q (2784.730000 sec): 3 clusters
  Score: Raw -4309696.277905 + Penalty 3416.842590 = -4306279.435315
  nChanged 70
		SP:Iteration 19Q (2784.800000 sec): 3 clusters
  Score: Raw -4309737.456030 + Penalty 3416.842590 = -4306320.613440
  nChanged 47
		SP:Iteration 20F (2784.900000 sec): 3 clusters
  Score: Raw -4309759.808682 + Penalty 3416.842590 = -4306342.966093
  nChanged 26
		SP:Iteration 21Q (2784.970000 sec): 3 clusters
  Score: Raw -4309771.544001 + Penalty 3416.842590 = -4306354.701412
  nChanged 22
		SP:Iteration 22Q (2785.040000 sec): 3 clusters
  Score: Raw -4309781.878556 + Penalty 3416.842590 = -4306365.035966
  nChanged 24
		SP:Iteration 23Q (2785.100000 sec): 3 clusters
  Score: Raw -4309791.527317 + Penalty 3416.842590 = -4306374.684727
  nChanged 17
		SP:Iteration 24Q (2785.170000 sec): 3 clusters
  Score: Raw -4309796.431385 + Penalty 3416.842590 = -4306379.588796
  nChanged 8
		SP:Iteration 25Q (2785.240000 sec): 3 clusters
  Score: Raw -4309798.860644 + Penalty 3416.842590 = -4306382.018055
  nChanged 6
		SP:Iteration 26Q (2785.310000 sec): 3 clusters
  Score: Raw -4309800.216227 + Penalty 3416.842590 = -4306383.373637
  nChanged 6
		SP:Iteration 27Q (2785.380000 sec): 3 clusters
  Score: Raw -4309801.422684 + Penalty 3416.842590 = -4306384.580095
  nChanged 3
		SP:Iteration 28Q (2785.440000 sec): 3 clusters
  Score: Raw -4309802.073321 + Penalty 3416.842590 = -4306385.230732
  nChanged 5
		SP:Iteration 29Q (2785.520000 sec): 3 clusters
  Score: Raw -4309803.205189 + Penalty 3416.842590 = -4306386.362599
  nChanged 9
		SP:Iteration 30Q (2785.580000 sec): 3 clusters
  Score: Raw -4309805.706626 + Penalty 3416.842590 = -4306388.864036
  nChanged 11
		SP:Iteration 31Q (2785.650000 sec): 3 clusters
  Score: Raw -4309808.889722 + Penalty 3416.842590 = -4306392.047133
  nChanged 9
		SP:Iteration 32Q (2785.720000 sec): 3 clusters
  Score: Raw -4309811.343075 + Penalty 3416.842590 = -4306394.500486
  nChanged 8
		SP:Iteration 33Q (2785.790000 sec): 3 clusters
  Score: Raw -4309813.339982 + Penalty 3416.842590 = -4306396.497392
  nChanged 6
		SP:Iteration 34Q (2785.860000 sec): 3 clusters
  Score: Raw -4309816.146482 + Penalty 3416.842590 = -4306399.303892
  nChanged 4
		SP:Iteration 35Q (2785.920000 sec): 3 clusters
  Score: Raw -4309817.156340 + Penalty 3416.842590 = -4306400.313751
  nChanged 4
		SP:Iteration 36Q (2785.990000 sec): 3 clusters
  Score: Raw -4309817.773927 + Penalty 3416.842590 = -4306400.931337
  nChanged 3
		SP:Iteration 37Q (2786.060000 sec): 3 clusters
  Score: Raw -4309818.342490 + Penalty 3416.842590 = -4306401.499900
  nChanged 2
		SP:Iteration 38Q (2786.120000 sec): 3 clusters
  Score: Raw -4309818.980472 + Penalty 3416.842590 = -4306402.137883
  nChanged 2
		SP:Iteration 39Q (2786.190000 sec): 3 clusters
  Score: Raw -4309819.336366 + Penalty 3416.842590 = -4306402.493776
  nChanged 1
		SP:Iteration 40F (2786.290000 sec): 3 clusters
  Score: Raw -4309819.441391 + Penalty 3416.842590 = -4306402.598801
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2786.340000 sec): 2 clusters
  Score: Raw -1422037.071632 + Penalty 1531.858539 = -1420505.213092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2786.370000 sec): 3 clusters
  Score: Raw -1414813.495883 + Penalty 3063.717079 = -1411749.778805
  nChanged 5451
		SP:Iteration 1F (2786.400000 sec): 3 clusters
  Score: Raw -1417722.970866 + Penalty 3063.717079 = -1414659.253787
  nChanged 723
		SP:Iteration 2F (2786.430000 sec): 3 clusters
  Score: Raw -1418024.193133 + Penalty 3063.717079 = -1414960.476054
  nChanged 656
		SP:Iteration 3F (2786.460000 sec): 3 clusters
  Score: Raw -1418292.845045 + Penalty 3063.717079 = -1415229.127967
  nChanged 602
		SP:Iteration 4Q (2786.500000 sec): 3 clusters
  Score: Raw -1418561.496988 + Penalty 3063.717079 = -1415497.779909
  nChanged 569
		SP:Iteration 5Q (2786.530000 sec): 3 clusters
  Score: Raw -1418833.255585 + Penalty 3063.717079 = -1415769.538507
  nChanged 656
		SP:Iteration 6F (2786.560000 sec): 3 clusters
  Score: Raw -1419180.982926 + Penalty 3063.717079 = -1416117.265847
  nChanged 704
		SP:Iteration 7F (2786.590000 sec): 3 clusters
  Score: Raw -1419605.848980 + Penalty 3063.717079 = -1416542.131901
  nChanged 719
		SP:Iteration 8F (2786.620000 sec): 3 clusters
  Score: Raw -1420053.977692 + Penalty 3063.717079 = -1416990.260613
  nChanged 671
		SP:Iteration 9F (2786.660000 sec): 3 clusters
  Score: Raw -1420509.511563 + Penalty 3063.717079 = -1417445.794484
  nChanged 628
		SP:Iteration 10F (2786.680000 sec): 3 clusters
  Score: Raw -1420958.336767 + Penalty 3063.717079 = -1417894.619689
  nChanged 515
		SP:Iteration 11Q (2786.720000 sec): 3 clusters
  Score: Raw -1421311.746645 + Penalty 3063.717079 = -1418248.029566
  nChanged 404
		SP:Iteration 12Q (2786.750000 sec): 3 clusters
  Score: Raw -1421573.450620 + Penalty 3063.717079 = -1418509.733541
  nChanged 290
		SP:Iteration 13Q (2786.780000 sec): 3 clusters
  Score: Raw -1421754.651368 + Penalty 3063.717079 = -1418690.934289
  nChanged 231
		SP:Iteration 14Q (2786.810000 sec): 3 clusters
  Score: Raw -1421897.071869 + Penalty 3063.717079 = -1418833.354790
  nChanged 153
		SP:Iteration 15Q (2786.840000 sec): 3 clusters
  Score: Raw -1422000.264249 + Penalty 3063.717079 = -1418936.547170
  nChanged 113
		SP:Iteration 16Q (2786.870000 sec): 3 clusters
  Score: Raw -1422075.523850 + Penalty 3063.717079 = -1419011.806772
  nChanged 81
		SP:Iteration 17Q (2786.900000 sec): 3 clusters
  Score: Raw -1422133.459083 + Penalty 3063.717079 = -1419069.742005
  nChanged 61
		SP:Iteration 18Q (2786.920000 sec): 3 clusters
  Score: Raw -1422186.363684 + Penalty 3063.717079 = -1419122.646606
  nChanged 49
		SP:Iteration 19Q (2786.950000 sec): 3 clusters
  Score: Raw -1422228.808003 + Penalty 3063.717079 = -1419165.090925
  nChanged 45
		SP:Iteration 20F (2786.980000 sec): 3 clusters
  Score: Raw -1422267.451971 + Penalty 3063.717079 = -1419203.734893
  nChanged 34
		SP:Iteration 21Q (2787.010000 sec): 3 clusters
  Score: Raw -1422289.587764 + Penalty 3063.717079 = -1419225.870686
  nChanged 25
		SP:Iteration 22Q (2787.040000 sec): 3 clusters
  Score: Raw -1422307.131462 + Penalty 3063.717079 = -1419243.414383
  nChanged 22
		SP:Iteration 23Q (2787.070000 sec): 3 clusters
  Score: Raw -1422326.457144 + Penalty 3063.717079 = -1419262.740066
  nChanged 15
		SP:Iteration 24Q (2787.100000 sec): 3 clusters
  Score: Raw -1422338.661458 + Penalty 3063.717079 = -1419274.944380
  nChanged 15
		SP:Iteration 25Q (2787.120000 sec): 3 clusters
  Score: Raw -1422351.379212 + Penalty 3063.717079 = -1419287.662133
  nChanged 10
		SP:Iteration 26Q (2787.150000 sec): 3 clusters
  Score: Raw -1422358.831921 + Penalty 3063.717079 = -1419295.114842
  nChanged 8
		SP:Iteration 27Q (2787.180000 sec): 3 clusters
  Score: Raw -1422361.701112 + Penalty 3063.717079 = -1419297.984033
  nChanged 4
		SP:Iteration 28Q (2787.200000 sec): 3 clusters
  Score: Raw -1422363.382432 + Penalty 3063.717079 = -1419299.665354
  nChanged 6
		SP:Iteration 29Q (2787.230000 sec): 3 clusters
  Score: Raw -1422366.723605 + Penalty 3063.717079 = -1419303.006527
  nChanged 1
		SP:Iteration 30Q (2787.250000 sec): 3 clusters
  Score: Raw -1422367.359242 + Penalty 3063.717079 = -1419303.642164
  nChanged 3
		SP:Iteration 31Q (2787.280000 sec): 3 clusters
  Score: Raw -1422369.573424 + Penalty 3063.717079 = -1419305.856345
  nChanged 1
		SP:Iteration 32Q (2787.300000 sec): 3 clusters
  Score: Raw -1422370.705877 + Penalty 3063.717079 = -1419306.988798
  nChanged 1
		SP:Iteration 33Q (2787.330000 sec): 3 clusters
  Score: Raw -1422371.464117 + Penalty 3063.717079 = -1419307.747039
  nChanged 1
		SP:Iteration 34Q (2787.360000 sec): 3 clusters
  Score: Raw -1422372.081884 + Penalty 3063.717079 = -1419308.364805
  nChanged 1
		SP:Iteration 35Q (2787.380000 sec): 3 clusters
  Score: Raw -1422373.152485 + Penalty 3063.717079 = -1419309.435407
  nChanged 0
		SP:Iteration 36F (2787.410000 sec): 3 clusters
  Score: Raw -1422373.152485 + Penalty 3063.717079 = -1419309.435407
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2787.580000 sec): 2 clusters
  Score: Raw -6161363.496131 + Penalty 1766.935908 = -6159596.560223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2787.720000 sec): 3 clusters
  Score: Raw -6127906.363350 + Penalty 3533.871817 = -6124372.491533
  nChanged 24729
		SP:Iteration 1F (2787.860000 sec): 3 clusters
  Score: Raw -6142012.122101 + Penalty 3533.871817 = -6138478.250284
  nChanged 2218
		SP:Iteration 2Q (2788.010000 sec): 3 clusters
  Score: Raw -6142732.125079 + Penalty 3533.871817 = -6139198.253262
  nChanged 2507
		SP:Iteration 3Q (2788.150000 sec): 3 clusters
  Score: Raw -6143843.170795 + Penalty 3533.871817 = -6140309.298978
  nChanged 3242
		SP:Iteration 4F (2788.290000 sec): 3 clusters
  Score: Raw -6145741.524575 + Penalty 3533.871817 = -6142207.652758
  nChanged 3987
		SP:Iteration 5F (2788.430000 sec): 3 clusters
  Score: Raw -6148689.451336 + Penalty 3533.871817 = -6145155.579519
  nChanged 4347
		SP:Iteration 6F (2788.580000 sec): 3 clusters
  Score: Raw -6152464.258068 + Penalty 3533.871817 = -6148930.386251
  nChanged 3949
		SP:Iteration 7F (2788.720000 sec): 3 clusters
  Score: Raw -6156302.086588 + Penalty 3533.871817 = -6152768.214771
  nChanged 2825
		SP:Iteration 8F (2788.850000 sec): 3 clusters
  Score: Raw -6159117.863058 + Penalty 3533.871817 = -6155583.991242
  nChanged 1509
		SP:Iteration 9Q (2788.980000 sec): 3 clusters
  Score: Raw -6160532.236264 + Penalty 3533.871817 = -6156998.364447
  nChanged 609
		SP:Iteration 10Q (2789.100000 sec): 3 clusters
  Score: Raw -6161085.137713 + Penalty 3533.871817 = -6157551.265896
  nChanged 275
		SP:Iteration 11Q (2789.200000 sec): 3 clusters
  Score: Raw -6161345.777447 + Penalty 3533.871817 = -6157811.905630
  nChanged 120
		SP:Iteration 12Q (2789.300000 sec): 3 clusters
  Score: Raw -6161472.577577 + Penalty 3533.871817 = -6157938.705760
  nChanged 62
		SP:Iteration 13Q (2789.400000 sec): 3 clusters
  Score: Raw -6161536.454941 + Penalty 3533.871817 = -6158002.583124
  nChanged 29
		SP:Iteration 14Q (2789.500000 sec): 3 clusters
  Score: Raw -6161559.821124 + Penalty 3533.871817 = -6158025.949308
  nChanged 14
		SP:Iteration 15Q (2789.600000 sec): 3 clusters
  Score: Raw -6161574.609247 + Penalty 3533.871817 = -6158040.737430
  nChanged 13
		SP:Iteration 16Q (2789.700000 sec): 3 clusters
  Score: Raw -6161585.847555 + Penalty 3533.871817 = -6158051.975739
  nChanged 6
		SP:Iteration 17Q (2789.790000 sec): 3 clusters
  Score: Raw -6161589.128216 + Penalty 3533.871817 = -6158055.256400
  nChanged 3
		SP:Iteration 18Q (2789.890000 sec): 3 clusters
  Score: Raw -6161593.008713 + Penalty 3533.871817 = -6158059.136897
  nChanged 5
		SP:Iteration 19Q (2789.980000 sec): 3 clusters
  Score: Raw -6161599.884078 + Penalty 3533.871817 = -6158066.012262
  nChanged 4
		SP:Iteration 20F (2790.120000 sec): 3 clusters
  Score: Raw -6161603.560127 + Penalty 3533.871817 = -6158069.688310
  nChanged 5
		SP:Iteration 21Q (2790.220000 sec): 3 clusters
  Score: Raw -6161608.582417 + Penalty 3533.871817 = -6158074.710600
  nChanged 5
		SP:Iteration 22Q (2790.320000 sec): 3 clusters
  Score: Raw -6161612.418135 + Penalty 3533.871817 = -6158078.546318
  nChanged 3
		SP:Iteration 23Q (2790.410000 sec): 3 clusters
  Score: Raw -6161614.996538 + Penalty 3533.871817 = -6158081.124722
  nChanged 2
		SP:Iteration 24Q (2790.510000 sec): 3 clusters
  Score: Raw -6161618.440787 + Penalty 3533.871817 = -6158084.568970
  nChanged 2
		SP:Iteration 25Q (2790.600000 sec): 3 clusters
  Score: Raw -6161620.480317 + Penalty 3533.871817 = -6158086.608500
  nChanged 2
		SP:Iteration 26Q (2790.700000 sec): 3 clusters
  Score: Raw -6161621.715848 + Penalty 3533.871817 = -6158087.844031
  nChanged 0
		SP:Iteration 27F (2790.840000 sec): 3 clusters
  Score: Raw -6161621.715848 + Penalty 3533.871817 = -6158087.844031
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (5287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2790.880000 sec): 2 clusters
  Score: Raw -564649.296215 + Penalty 1393.113517 = -563256.182698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2790.890000 sec): 3 clusters
  Score: Raw -561908.873697 + Penalty 2786.227033 = -559122.646664
  nChanged 2141
		SP:Iteration 1F (2790.910000 sec): 3 clusters
  Score: Raw -563519.644584 + Penalty 2786.227033 = -560733.417551
  nChanged 592
		SP:Iteration 2F (2790.920000 sec): 3 clusters
  Score: Raw -564348.173366 + Penalty 2786.227033 = -561561.946333
  nChanged 598
		SP:Iteration 3F (2790.930000 sec): 3 clusters
  Score: Raw -565500.988207 + Penalty 2786.227033 = -562714.761174
  nChanged 527
		SP:Iteration 4F (2790.950000 sec): 3 clusters
  Score: Raw -566442.736252 + Penalty 2786.227033 = -563656.509218
  nChanged 344
		SP:Iteration 5F (2790.960000 sec): 3 clusters
  Score: Raw -566801.021558 + Penalty 2786.227033 = -564014.794525
  nChanged 175
		SP:Iteration 6Q (2790.970000 sec): 3 clusters
  Score: Raw -566933.800369 + Penalty 2786.227033 = -564147.573336
  nChanged 98
		SP:Iteration 7Q (2790.980000 sec): 3 clusters
  Score: Raw -566997.339981 + Penalty 2786.227033 = -564211.112947
  nChanged 64
		SP:Iteration 8Q (2791.000000 sec): 3 clusters
  Score: Raw -567061.224960 + Penalty 2786.227033 = -564274.997927
  nChanged 71
		SP:Iteration 9Q (2791.010000 sec): 3 clusters
  Score: Raw -567148.577069 + Penalty 2786.227033 = -564362.350036
  nChanged 63
		SP:Iteration 10Q (2791.020000 sec): 3 clusters
  Score: Raw -567192.470927 + Penalty 2786.227033 = -564406.243894
  nChanged 58
		SP:Iteration 11Q (2791.030000 sec): 3 clusters
  Score: Raw -567221.435127 + Penalty 2786.227033 = -564435.208094
  nChanged 34
		SP:Iteration 12Q (2791.040000 sec): 3 clusters
  Score: Raw -567232.826824 + Penalty 2786.227033 = -564446.599791
  nChanged 23
		SP:Iteration 13Q (2791.050000 sec): 3 clusters
  Score: Raw -567241.147462 + Penalty 2786.227033 = -564454.920429
  nChanged 25
		SP:Iteration 14Q (2791.060000 sec): 3 clusters
  Score: Raw -567251.329484 + Penalty 2786.227033 = -564465.102451
  nChanged 20
		SP:Iteration 15Q (2791.070000 sec): 3 clusters
  Score: Raw -567257.876646 + Penalty 2786.227033 = -564471.649612
  nChanged 13
		SP:Iteration 16Q (2791.080000 sec): 3 clusters
  Score: Raw -567261.680301 + Penalty 2786.227033 = -564475.453268
  nChanged 9
		SP:Iteration 17Q (2791.100000 sec): 3 clusters
  Score: Raw -567263.637694 + Penalty 2786.227033 = -564477.410661
  nChanged 5
		SP:Iteration 18Q (2791.110000 sec): 3 clusters
  Score: Raw -567264.306681 + Penalty 2786.227033 = -564478.079648
  nChanged 1
		SP:Iteration 19Q (2791.120000 sec): 3 clusters
  Score: Raw -567264.399120 + Penalty 2786.227033 = -564478.172087
  nChanged 1
		SP:Iteration 20F (2791.130000 sec): 3 clusters
  Score: Raw -567264.465824 + Penalty 2786.227033 = -564478.238790
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2791.150000 sec): 2 clusters
  Score: Raw -377118.272543 + Penalty 1316.670294 = -375801.602249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2791.160000 sec): 3 clusters
  Score: Raw -375597.318332 + Penalty 2633.340588 = -372963.977744
  nChanged 1242
		SP:Iteration 1F (2791.170000 sec): 3 clusters
  Score: Raw -376375.823091 + Penalty 2633.340588 = -373742.482503
  nChanged 236
		SP:Iteration 2F (2791.180000 sec): 3 clusters
  Score: Raw -376505.306905 + Penalty 2633.340588 = -373871.966317
  nChanged 169
		SP:Iteration 3F (2791.180000 sec): 3 clusters
  Score: Raw -376598.392988 + Penalty 2633.340588 = -373965.052400
  nChanged 129
		SP:Iteration 4Q (2791.190000 sec): 3 clusters
  Score: Raw -376671.725087 + Penalty 2633.340588 = -374038.384499
  nChanged 119
		SP:Iteration 5Q (2791.200000 sec): 3 clusters
  Score: Raw -376736.028053 + Penalty 2633.340588 = -374102.687465
  nChanged 110
		SP:Iteration 6Q (2791.210000 sec): 3 clusters
  Score: Raw -376804.843090 + Penalty 2633.340588 = -374171.502501
  nChanged 122
		SP:Iteration 7Q (2791.220000 sec): 3 clusters
  Score: Raw -376894.216913 + Penalty 2633.340588 = -374260.876325
  nChanged 138
		SP:Iteration 8Q (2791.220000 sec): 3 clusters
  Score: Raw -377021.241294 + Penalty 2633.340588 = -374387.900706
  nChanged 164
		SP:Iteration 9Q (2791.230000 sec): 3 clusters
  Score: Raw -377191.562307 + Penalty 2633.340588 = -374558.221719
  nChanged 173
		SP:Iteration 10F (2791.240000 sec): 3 clusters
  Score: Raw -377385.634984 + Penalty 2633.340588 = -374752.294396
  nChanged 141
		SP:Iteration 11Q (2791.250000 sec): 3 clusters
  Score: Raw -377590.422142 + Penalty 2633.340588 = -374957.081553
  nChanged 128
		SP:Iteration 12Q (2791.260000 sec): 3 clusters
  Score: Raw -377734.325696 + Penalty 2633.340588 = -375100.985108
  nChanged 100
		SP:Iteration 13Q (2791.260000 sec): 3 clusters
  Score: Raw -377846.867561 + Penalty 2633.340588 = -375213.526973
  nChanged 72
		SP:Iteration 14Q (2791.270000 sec): 3 clusters
  Score: Raw -377933.986028 + Penalty 2633.340588 = -375300.645440
  nChanged 58
		SP:Iteration 15Q (2791.280000 sec): 3 clusters
  Score: Raw -377987.385583 + Penalty 2633.340588 = -375354.044995
  nChanged 41
		SP:Iteration 16Q (2791.290000 sec): 3 clusters
  Score: Raw -378018.127337 + Penalty 2633.340588 = -375384.786748
  nChanged 22
		SP:Iteration 17Q (2791.300000 sec): 3 clusters
  Score: Raw -378030.522454 + Penalty 2633.340588 = -375397.181866
  nChanged 13
		SP:Iteration 18Q (2791.300000 sec): 3 clusters
  Score: Raw -378037.268328 + Penalty 2633.340588 = -375403.927740
  nChanged 8
		SP:Iteration 19Q (2791.310000 sec): 3 clusters
  Score: Raw -378040.566909 + Penalty 2633.340588 = -375407.226321
  nChanged 5
		SP:Iteration 20F (2791.320000 sec): 3 clusters
  Score: Raw -378042.643176 + Penalty 2633.340588 = -375409.302588
  nChanged 1
		SP:Iteration 21Q (2791.330000 sec): 3 clusters
  Score: Raw -378043.092870 + Penalty 2633.340588 = -375409.752282
  nChanged 2
		SP:Iteration 22Q (2791.340000 sec): 3 clusters
  Score: Raw -378044.518679 + Penalty 2633.340588 = -375411.178091
  nChanged 4
		SP:Iteration 23Q (2791.340000 sec): 3 clusters
  Score: Raw -378045.981823 + Penalty 2633.340588 = -375412.641235
  nChanged 0
		SP:Iteration 24F (2791.360000 sec): 3 clusters
  Score: Raw -378045.981823 + Penalty 2633.340588 = -375412.641235
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2791.380000 sec): 2 clusters
  Score: Raw -871371.408411 + Penalty 1459.706986 = -869911.701425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2791.400000 sec): 3 clusters
  Score: Raw -867014.122946 + Penalty 2919.413972 = -864094.708974
  nChanged 3355
		SP:Iteration 1F (2791.420000 sec): 3 clusters
  Score: Raw -868926.221298 + Penalty 2919.413972 = -866006.807326
  nChanged 584
		SP:Iteration 2F (2791.440000 sec): 3 clusters
  Score: Raw -869280.402711 + Penalty 2919.413972 = -866360.988738
  nChanged 508
		SP:Iteration 3F (2791.460000 sec): 3 clusters
  Score: Raw -869578.281661 + Penalty 2919.413972 = -866658.867689
  nChanged 427
		SP:Iteration 4F (2791.480000 sec): 3 clusters
  Score: Raw -869842.236742 + Penalty 2919.413972 = -866922.822769
  nChanged 442
		SP:Iteration 5F (2791.500000 sec): 3 clusters
  Score: Raw -870126.697182 + Penalty 2919.413972 = -867207.283210
  nChanged 406
		SP:Iteration 6F (2791.520000 sec): 3 clusters
  Score: Raw -870412.335388 + Penalty 2919.413972 = -867492.921415
  nChanged 370
		SP:Iteration 7Q (2791.540000 sec): 3 clusters
  Score: Raw -870690.678107 + Penalty 2919.413972 = -867771.264135
  nChanged 352
		SP:Iteration 8Q (2791.560000 sec): 3 clusters
  Score: Raw -870936.810123 + Penalty 2919.413972 = -868017.396150
  nChanged 327
		SP:Iteration 9Q (2791.580000 sec): 3 clusters
  Score: Raw -871152.210151 + Penalty 2919.413972 = -868232.796179
  nChanged 271
		SP:Iteration 10Q (2791.600000 sec): 3 clusters
  Score: Raw -871332.859933 + Penalty 2919.413972 = -868413.445961
  nChanged 233
		SP:Iteration 11Q (2791.620000 sec): 3 clusters
  Score: Raw -871470.915483 + Penalty 2919.413972 = -868551.501511
  nChanged 160
		SP:Iteration 12Q (2791.640000 sec): 3 clusters
  Score: Raw -871547.337596 + Penalty 2919.413972 = -868627.923623
  nChanged 106
		SP:Iteration 13Q (2791.660000 sec): 3 clusters
  Score: Raw -871586.112559 + Penalty 2919.413972 = -868666.698587
  nChanged 86
		SP:Iteration 14Q (2791.680000 sec): 3 clusters
  Score: Raw -871612.574550 + Penalty 2919.413972 = -868693.160578
  nChanged 57
		SP:Iteration 15Q (2791.700000 sec): 3 clusters
  Score: Raw -871631.466172 + Penalty 2919.413972 = -868712.052199
  nChanged 48
		SP:Iteration 16Q (2791.720000 sec): 3 clusters
  Score: Raw -871642.906632 + Penalty 2919.413972 = -868723.492659
  nChanged 39
		SP:Iteration 17Q (2791.740000 sec): 3 clusters
  Score: Raw -871652.953922 + Penalty 2919.413972 = -868733.539950
  nChanged 42
		SP:Iteration 18Q (2791.760000 sec): 3 clusters
  Score: Raw -871663.545531 + Penalty 2919.413972 = -868744.131559
  nChanged 38
		SP:Iteration 19Q (2791.770000 sec): 3 clusters
  Score: Raw -871671.333942 + Penalty 2919.413972 = -868751.919970
  nChanged 31
		SP:Iteration 20F (2791.790000 sec): 3 clusters
  Score: Raw -871677.152288 + Penalty 2919.413972 = -868757.738316
  nChanged 30
		SP:Iteration 21Q (2791.810000 sec): 3 clusters
  Score: Raw -871683.904429 + Penalty 2919.413972 = -868764.490456
  nChanged 23
		SP:Iteration 22Q (2791.830000 sec): 3 clusters
  Score: Raw -871688.775956 + Penalty 2919.413972 = -868769.361983
  nChanged 15
		SP:Iteration 23Q (2791.850000 sec): 3 clusters
  Score: Raw -871692.004363 + Penalty 2919.413972 = -868772.590391
  nChanged 18
		SP:Iteration 24Q (2791.870000 sec): 3 clusters
  Score: Raw -871696.702655 + Penalty 2919.413972 = -868777.288683
  nChanged 25
		SP:Iteration 25Q (2791.890000 sec): 3 clusters
  Score: Raw -871701.506428 + Penalty 2919.413972 = -868782.092455
  nChanged 19
		SP:Iteration 26Q (2791.910000 sec): 3 clusters
  Score: Raw -871704.995148 + Penalty 2919.413972 = -868785.581176
  nChanged 20
		SP:Iteration 27Q (2791.920000 sec): 3 clusters
  Score: Raw -871709.375375 + Penalty 2919.413972 = -868789.961402
  nChanged 23
		SP:Iteration 28Q (2791.940000 sec): 3 clusters
  Score: Raw -871715.728247 + Penalty 2919.413972 = -868796.314275
  nChanged 22
		SP:Iteration 29Q (2791.960000 sec): 3 clusters
  Score: Raw -871722.311812 + Penalty 2919.413972 = -868802.897839
  nChanged 28
		SP:Iteration 30Q (2791.980000 sec): 3 clusters
  Score: Raw -871728.716290 + Penalty 2919.413972 = -868809.302318
  nChanged 24
		SP:Iteration 31Q (2792.000000 sec): 3 clusters
  Score: Raw -871734.295832 + Penalty 2919.413972 = -868814.881860
  nChanged 22
		SP:Iteration 32Q (2792.020000 sec): 3 clusters
  Score: Raw -871737.861004 + Penalty 2919.413972 = -868818.447032
  nChanged 16
		SP:Iteration 33Q (2792.040000 sec): 3 clusters
  Score: Raw -871740.726003 + Penalty 2919.413972 = -868821.312031
  nChanged 11
		SP:Iteration 34Q (2792.060000 sec): 3 clusters
  Score: Raw -871742.378238 + Penalty 2919.413972 = -868822.964266
  nChanged 10
		SP:Iteration 35Q (2792.070000 sec): 3 clusters
  Score: Raw -871743.636032 + Penalty 2919.413972 = -868824.222060
  nChanged 6
		SP:Iteration 36Q (2792.090000 sec): 3 clusters
  Score: Raw -871744.480538 + Penalty 2919.413972 = -868825.066566
  nChanged 6
		SP:Iteration 37Q (2792.110000 sec): 3 clusters
  Score: Raw -871745.587426 + Penalty 2919.413972 = -868826.173453
  nChanged 10
		SP:Iteration 38Q (2792.130000 sec): 3 clusters
  Score: Raw -871747.328174 + Penalty 2919.413972 = -868827.914202
  nChanged 5
		SP:Iteration 39Q (2792.150000 sec): 3 clusters
  Score: Raw -871747.905844 + Penalty 2919.413972 = -868828.491872
  nChanged 3
		SP:Iteration 40F (2792.170000 sec): 3 clusters
  Score: Raw -871748.350168 + Penalty 2919.413972 = -868828.936196
  nChanged 6
		SP:Iteration 41Q (2792.190000 sec): 3 clusters
  Score: Raw -871749.248386 + Penalty 2919.413972 = -868829.834414
  nChanged 6
		SP:Iteration 42Q (2792.200000 sec): 3 clusters
  Score: Raw -871750.019921 + Penalty 2919.413972 = -868830.605949
  nChanged 3
		SP:Iteration 43Q (2792.220000 sec): 3 clusters
  Score: Raw -871750.564874 + Penalty 2919.413972 = -868831.150901
  nChanged 4
		SP:Iteration 44Q (2792.240000 sec): 3 clusters
  Score: Raw -871751.158259 + Penalty 2919.413972 = -868831.744286
  nChanged 5
		SP:Iteration 45Q (2792.260000 sec): 3 clusters
  Score: Raw -871751.836072 + Penalty 2919.413972 = -868832.422100
  nChanged 4
		SP:Iteration 46Q (2792.280000 sec): 3 clusters
  Score: Raw -871752.381249 + Penalty 2919.413972 = -868832.967277
  nChanged 4
		SP:Iteration 47Q (2792.300000 sec): 3 clusters
  Score: Raw -871752.838508 + Penalty 2919.413972 = -868833.424536
  nChanged 4
		SP:Iteration 48Q (2792.320000 sec): 3 clusters
  Score: Raw -871753.448657 + Penalty 2919.413972 = -868834.034685
  nChanged 4
		SP:Iteration 49Q (2792.340000 sec): 3 clusters
  Score: Raw -871754.074065 + Penalty 2919.413972 = -868834.660092
  nChanged 3
		SP:Iteration 50Q (2792.350000 sec): 3 clusters
  Score: Raw -871754.335691 + Penalty 2919.413972 = -868834.921719
  nChanged 3
		SP:Iteration 51Q (2792.370000 sec): 3 clusters
  Score: Raw -871754.626606 + Penalty 2919.413972 = -868835.212633
  nChanged 5
		SP:Iteration 52Q (2792.390000 sec): 3 clusters
  Score: Raw -871755.611041 + Penalty 2919.413972 = -868836.197069
  nChanged 5
		SP:Iteration 53Q (2792.410000 sec): 3 clusters
  Score: Raw -871756.732291 + Penalty 2919.413972 = -868837.318319
  nChanged 9
		SP:Iteration 54Q (2792.430000 sec): 3 clusters
  Score: Raw -871758.173984 + Penalty 2919.413972 = -868838.760012
  nChanged 11
		SP:Iteration 55Q (2792.450000 sec): 3 clusters
  Score: Raw -871760.259905 + Penalty 2919.413972 = -868840.845933
  nChanged 9
		SP:Iteration 56Q (2792.460000 sec): 3 clusters
  Score: Raw -871761.554012 + Penalty 2919.413972 = -868842.140039
  nChanged 10
		SP:Iteration 57Q (2792.480000 sec): 3 clusters
  Score: Raw -871764.037164 + Penalty 2919.413972 = -868844.623192
  nChanged 14
		SP:Iteration 58Q (2792.500000 sec): 3 clusters
  Score: Raw -871766.774869 + Penalty 2919.413972 = -868847.360897
  nChanged 14
		SP:Iteration 59Q (2792.520000 sec): 3 clusters
  Score: Raw -871768.376182 + Penalty 2919.413972 = -868848.962210
  nChanged 5
		SP:Iteration 60F (2792.540000 sec): 3 clusters
  Score: Raw -871768.910226 + Penalty 2919.413972 = -868849.496254
  nChanged 4
		SP:Iteration 61Q (2792.560000 sec): 3 clusters
  Score: Raw -871769.681196 + Penalty 2919.413972 = -868850.267224
  nChanged 6
		SP:Iteration 62Q (2792.580000 sec): 3 clusters
  Score: Raw -871770.350378 + Penalty 2919.413972 = -868850.936405
  nChanged 3
		SP:Iteration 63Q (2792.600000 sec): 3 clusters
  Score: Raw -871770.760025 + Penalty 2919.413972 = -868851.346053
  nChanged 5
		SP:Iteration 64Q (2792.620000 sec): 3 clusters
  Score: Raw -871771.771805 + Penalty 2919.413972 = -868852.357833
  nChanged 6
		SP:Iteration 65Q (2792.630000 sec): 3 clusters
  Score: Raw -871772.919043 + Penalty 2919.413972 = -868853.505071
  nChanged 6
		SP:Iteration 66Q (2792.650000 sec): 3 clusters
  Score: Raw -871775.241765 + Penalty 2919.413972 = -868855.827792
  nChanged 13
		SP:Iteration 67Q (2792.670000 sec): 3 clusters
  Score: Raw -871777.939512 + Penalty 2919.413972 = -868858.525540
  nChanged 17
		SP:Iteration 68Q (2792.690000 sec): 3 clusters
  Score: Raw -871781.465424 + Penalty 2919.413972 = -868862.051452
  nChanged 13
		SP:Iteration 69Q (2792.710000 sec): 3 clusters
  Score: Raw -871784.069105 + Penalty 2919.413972 = -868864.655132
  nChanged 17
		SP:Iteration 70Q (2792.730000 sec): 3 clusters
  Score: Raw -871788.227798 + Penalty 2919.413972 = -868868.813826
  nChanged 13
		SP:Iteration 71Q (2792.740000 sec): 3 clusters
  Score: Raw -871790.487398 + Penalty 2919.413972 = -868871.073426
  nChanged 5
		SP:Iteration 72Q (2792.760000 sec): 3 clusters
  Score: Raw -871791.075020 + Penalty 2919.413972 = -868871.661048
  nChanged 9
		SP:Iteration 73Q (2792.780000 sec): 3 clusters
  Score: Raw -871792.534441 + Penalty 2919.413972 = -868873.120469
  nChanged 10
		SP:Iteration 74Q (2792.800000 sec): 3 clusters
  Score: Raw -871794.448997 + Penalty 2919.413972 = -868875.035024
  nChanged 7
		SP:Iteration 75Q (2792.820000 sec): 3 clusters
  Score: Raw -871796.195252 + Penalty 2919.413972 = -868876.781280
  nChanged 7
		SP:Iteration 76Q (2792.840000 sec): 3 clusters
  Score: Raw -871797.776115 + Penalty 2919.413972 = -868878.362143
  nChanged 12
		SP:Iteration 77Q (2792.860000 sec): 3 clusters
  Score: Raw -871800.169313 + Penalty 2919.413972 = -868880.755341
  nChanged 13
		SP:Iteration 78Q (2792.870000 sec): 3 clusters
  Score: Raw -871803.556335 + Penalty 2919.413972 = -868884.142362
  nChanged 17
		SP:Iteration 79Q (2792.890000 sec): 3 clusters
  Score: Raw -871807.052821 + Penalty 2919.413972 = -868887.638849
  nChanged 12
		SP:Iteration 80F (2792.910000 sec): 3 clusters
  Score: Raw -871808.807979 + Penalty 2919.413972 = -868889.394007
  nChanged 7
		SP:Iteration 81Q (2792.930000 sec): 3 clusters
  Score: Raw -871810.074473 + Penalty 2919.413972 = -868890.660501
  nChanged 8
		SP:Iteration 82Q (2792.950000 sec): 3 clusters
  Score: Raw -871811.484737 + Penalty 2919.413972 = -868892.070764
  nChanged 12
		SP:Iteration 83Q (2792.970000 sec): 3 clusters
  Score: Raw -871814.858544 + Penalty 2919.413972 = -868895.444571
  nChanged 12
		SP:Iteration 84Q (2792.990000 sec): 3 clusters
  Score: Raw -871816.802157 + Penalty 2919.413972 = -868897.388185
  nChanged 9
		SP:Iteration 85Q (2793.000000 sec): 3 clusters
  Score: Raw -871817.833431 + Penalty 2919.413972 = -868898.419459
  nChanged 3
		SP:Iteration 86Q (2793.020000 sec): 3 clusters
  Score: Raw -871818.242954 + Penalty 2919.413972 = -868898.828982
  nChanged 5
		SP:Iteration 87Q (2793.040000 sec): 3 clusters
  Score: Raw -871819.177380 + Penalty 2919.413972 = -868899.763408
  nChanged 4
		SP:Iteration 88Q (2793.060000 sec): 3 clusters
  Score: Raw -871819.803360 + Penalty 2919.413972 = -868900.389388
  nChanged 6
		SP:Iteration 89Q (2793.080000 sec): 3 clusters
  Score: Raw -871821.118591 + Penalty 2919.413972 = -868901.704619
  nChanged 6
		SP:Iteration 90Q (2793.100000 sec): 3 clusters
  Score: Raw -871822.716165 + Penalty 2919.413972 = -868903.302193
  nChanged 8
		SP:Iteration 91Q (2793.120000 sec): 3 clusters
  Score: Raw -871823.911950 + Penalty 2919.413972 = -868904.497978
  nChanged 7
		SP:Iteration 92Q (2793.130000 sec): 3 clusters
  Score: Raw -871825.052997 + Penalty 2919.413972 = -868905.639024
  nChanged 8
		SP:Iteration 93Q (2793.150000 sec): 3 clusters
  Score: Raw -871826.938342 + Penalty 2919.413972 = -868907.524370
  nChanged 10
		SP:Iteration 94Q (2793.170000 sec): 3 clusters
  Score: Raw -871829.154860 + Penalty 2919.413972 = -868909.740888
  nChanged 12
		SP:Iteration 95Q (2793.190000 sec): 3 clusters
  Score: Raw -871831.689018 + Penalty 2919.413972 = -868912.275046
  nChanged 9
		SP:Iteration 96Q (2793.210000 sec): 3 clusters
  Score: Raw -871833.363964 + Penalty 2919.413972 = -868913.949991
  nChanged 8
		SP:Iteration 97Q (2793.220000 sec): 3 clusters
  Score: Raw -871835.108728 + Penalty 2919.413972 = -868915.694755
  nChanged 7
		SP:Iteration 98Q (2793.240000 sec): 3 clusters
  Score: Raw -871835.832127 + Penalty 2919.413972 = -868916.418155
  nChanged 5
		SP:Iteration 99Q (2793.260000 sec): 3 clusters
  Score: Raw -871836.370040 + Penalty 2919.413972 = -868916.956068
  nChanged 6
		SP:Iteration 100F (2793.280000 sec): 3 clusters
  Score: Raw -871837.107646 + Penalty 2919.413972 = -868917.693674
  nChanged 6
		SP:Iteration 101Q (2793.300000 sec): 3 clusters
  Score: Raw -871838.166487 + Penalty 2919.413972 = -868918.752515
  nChanged 6
		SP:Iteration 102Q (2793.320000 sec): 3 clusters
  Score: Raw -871839.664872 + Penalty 2919.413972 = -868920.250899
  nChanged 9
		SP:Iteration 103Q (2793.340000 sec): 3 clusters
  Score: Raw -871840.605265 + Penalty 2919.413972 = -868921.191293
  nChanged 3
		SP:Iteration 104Q (2793.360000 sec): 3 clusters
  Score: Raw -871840.956328 + Penalty 2919.413972 = -868921.542356
  nChanged 1
		SP:Iteration 105Q (2793.370000 sec): 3 clusters
  Score: Raw -871841.178076 + Penalty 2919.413972 = -868921.764103
  nChanged 2
		SP:Iteration 106Q (2793.390000 sec): 3 clusters
  Score: Raw -871841.404548 + Penalty 2919.413972 = -868921.990576
  nChanged 1
		SP:Iteration 107Q (2793.410000 sec): 3 clusters
  Score: Raw -871841.522424 + Penalty 2919.413972 = -868922.108452
  nChanged 0
		SP:Iteration 108F (2793.430000 sec): 3 clusters
  Score: Raw -871841.522424 + Penalty 2919.413972 = -868922.108452
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2793.440000 sec): 2 clusters
  Score: Raw -410877.012149 + Penalty 1342.791558 = -409534.220591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2793.460000 sec): 3 clusters
  Score: Raw -408931.136468 + Penalty 2685.583117 = -406245.553351
  nChanged 1589
		SP:Iteration 1F (2793.460000 sec): 3 clusters
  Score: Raw -409893.076122 + Penalty 2685.583117 = -407207.493005
  nChanged 312
		SP:Iteration 2F (2793.480000 sec): 3 clusters
  Score: Raw -410091.574578 + Penalty 2685.583117 = -407405.991461
  nChanged 231
		SP:Iteration 3F (2793.480000 sec): 3 clusters
  Score: Raw -410216.218993 + Penalty 2685.583117 = -407530.635877
  nChanged 155
		SP:Iteration 4Q (2793.500000 sec): 3 clusters
  Score: Raw -410304.811902 + Penalty 2685.583117 = -407619.228785
  nChanged 145
		SP:Iteration 5Q (2793.500000 sec): 3 clusters
  Score: Raw -410383.559477 + Penalty 2685.583117 = -407697.976360
  nChanged 120
		SP:Iteration 6Q (2793.510000 sec): 3 clusters
  Score: Raw -410460.175217 + Penalty 2685.583117 = -407774.592100
  nChanged 112
		SP:Iteration 7Q (2793.520000 sec): 3 clusters
  Score: Raw -410532.079302 + Penalty 2685.583117 = -407846.496185
  nChanged 126
		SP:Iteration 8Q (2793.530000 sec): 3 clusters
  Score: Raw -410617.708149 + Penalty 2685.583117 = -407932.125032
  nChanged 129
		SP:Iteration 9Q (2793.540000 sec): 3 clusters
  Score: Raw -410713.054973 + Penalty 2685.583117 = -408027.471856
  nChanged 123
		SP:Iteration 10Q (2793.550000 sec): 3 clusters
  Score: Raw -410794.479247 + Penalty 2685.583117 = -408108.896130
  nChanged 127
		SP:Iteration 11Q (2793.560000 sec): 3 clusters
  Score: Raw -410884.981791 + Penalty 2685.583117 = -408199.398674
  nChanged 112
		SP:Iteration 12Q (2793.570000 sec): 3 clusters
  Score: Raw -410958.446958 + Penalty 2685.583117 = -408272.863841
  nChanged 104
		SP:Iteration 13Q (2793.580000 sec): 3 clusters
  Score: Raw -411029.408761 + Penalty 2685.583117 = -408343.825644
  nChanged 90
		SP:Iteration 14Q (2793.580000 sec): 3 clusters
  Score: Raw -411083.000332 + Penalty 2685.583117 = -408397.417215
  nChanged 75
		SP:Iteration 15Q (2793.600000 sec): 3 clusters
  Score: Raw -411118.837037 + Penalty 2685.583117 = -408433.253921
  nChanged 46
		SP:Iteration 16Q (2793.600000 sec): 3 clusters
  Score: Raw -411140.182276 + Penalty 2685.583117 = -408454.599159
  nChanged 45
		SP:Iteration 17Q (2793.610000 sec): 3 clusters
  Score: Raw -411164.451340 + Penalty 2685.583117 = -408478.868223
  nChanged 45
		SP:Iteration 18Q (2793.620000 sec): 3 clusters
  Score: Raw -411185.945299 + Penalty 2685.583117 = -408500.362182
  nChanged 32
		SP:Iteration 19Q (2793.630000 sec): 3 clusters
  Score: Raw -411201.104862 + Penalty 2685.583117 = -408515.521745
  nChanged 33
		SP:Iteration 20F (2793.640000 sec): 3 clusters
  Score: Raw -411219.890966 + Penalty 2685.583117 = -408534.307850
  nChanged 32
		SP:Iteration 21Q (2793.650000 sec): 3 clusters
  Score: Raw -411235.528052 + Penalty 2685.583117 = -408549.944935
  nChanged 31
		SP:Iteration 22Q (2793.660000 sec): 3 clusters
  Score: Raw -411248.301331 + Penalty 2685.583117 = -408562.718214
  nChanged 30
		SP:Iteration 23Q (2793.670000 sec): 3 clusters
  Score: Raw -411261.377145 + Penalty 2685.583117 = -408575.794029
  nChanged 34
		SP:Iteration 24Q (2793.680000 sec): 3 clusters
  Score: Raw -411275.347773 + Penalty 2685.583117 = -408589.764656
  nChanged 30
		SP:Iteration 25Q (2793.690000 sec): 3 clusters
  Score: Raw -411288.033933 + Penalty 2685.583117 = -408602.450816
  nChanged 21
		SP:Iteration 26Q (2793.700000 sec): 3 clusters
  Score: Raw -411295.239105 + Penalty 2685.583117 = -408609.655988
  nChanged 17
		SP:Iteration 27Q (2793.710000 sec): 3 clusters
  Score: Raw -411302.478903 + Penalty 2685.583117 = -408616.895786
  nChanged 13
		SP:Iteration 28Q (2793.720000 sec): 3 clusters
  Score: Raw -411307.060479 + Penalty 2685.583117 = -408621.477362
  nChanged 13
		SP:Iteration 29Q (2793.720000 sec): 3 clusters
  Score: Raw -411314.573694 + Penalty 2685.583117 = -408628.990577
  nChanged 15
		SP:Iteration 30Q (2793.730000 sec): 3 clusters
  Score: Raw -411320.259125 + Penalty 2685.583117 = -408634.676008
  nChanged 15
		SP:Iteration 31Q (2793.740000 sec): 3 clusters
  Score: Raw -411327.651657 + Penalty 2685.583117 = -408642.068540
  nChanged 19
		SP:Iteration 32Q (2793.750000 sec): 3 clusters
  Score: Raw -411334.277170 + Penalty 2685.583117 = -408648.694053
  nChanged 9
		SP:Iteration 33Q (2793.760000 sec): 3 clusters
  Score: Raw -411338.224911 + Penalty 2685.583117 = -408652.641794
  nChanged 16
		SP:Iteration 34Q (2793.770000 sec): 3 clusters
  Score: Raw -411347.702542 + Penalty 2685.583117 = -408662.119425
  nChanged 13
		SP:Iteration 35Q (2793.780000 sec): 3 clusters
  Score: Raw -411352.514133 + Penalty 2685.583117 = -408666.931016
  nChanged 12
		SP:Iteration 36Q (2793.790000 sec): 3 clusters
  Score: Raw -411357.756425 + Penalty 2685.583117 = -408672.173308
  nChanged 16
		SP:Iteration 37Q (2793.800000 sec): 3 clusters
  Score: Raw -411362.761706 + Penalty 2685.583117 = -408677.178589
  nChanged 8
		SP:Iteration 38Q (2793.800000 sec): 3 clusters
  Score: Raw -411365.489479 + Penalty 2685.583117 = -408679.906362
  nChanged 10
		SP:Iteration 39Q (2793.820000 sec): 3 clusters
  Score: Raw -411367.769152 + Penalty 2685.583117 = -408682.186035
  nChanged 6
		SP:Iteration 40F (2793.820000 sec): 3 clusters
  Score: Raw -411371.999863 + Penalty 2685.583117 = -408686.416746
  nChanged 12
		SP:Iteration 41Q (2793.830000 sec): 3 clusters
  Score: Raw -411376.748871 + Penalty 2685.583117 = -408691.165754
  nChanged 4
		SP:Iteration 42Q (2793.840000 sec): 3 clusters
  Score: Raw -411378.097122 + Penalty 2685.583117 = -408692.514005
  nChanged 6
		SP:Iteration 43Q (2793.850000 sec): 3 clusters
  Score: Raw -411379.918527 + Penalty 2685.583117 = -408694.335410
  nChanged 4
		SP:Iteration 44Q (2793.860000 sec): 3 clusters
  Score: Raw -411381.839448 + Penalty 2685.583117 = -408696.256331
  nChanged 7
		SP:Iteration 45Q (2793.870000 sec): 3 clusters
  Score: Raw -411384.505796 + Penalty 2685.583117 = -408698.922679
  nChanged 8
		SP:Iteration 46Q (2793.880000 sec): 3 clusters
  Score: Raw -411387.208604 + Penalty 2685.583117 = -408701.625487
  nChanged 2
		SP:Iteration 47Q (2793.890000 sec): 3 clusters
  Score: Raw -411388.107184 + Penalty 2685.583117 = -408702.524067
  nChanged 1
		SP:Iteration 48Q (2793.900000 sec): 3 clusters
  Score: Raw -411388.367022 + Penalty 2685.583117 = -408702.783905
  nChanged 0
		SP:Iteration 49F (2793.900000 sec): 3 clusters
  Score: Raw -411388.367022 + Penalty 2685.583117 = -408702.783905
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2794.030000 sec): 2 clusters
  Score: Raw -4578791.581301 + Penalty 1717.229525 = -4577074.351776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2794.130000 sec): 3 clusters
  Score: Raw -4554431.397810 + Penalty 3434.459051 = -4550996.938759
  nChanged 18088
		SP:Iteration 1F (2794.240000 sec): 3 clusters
  Score: Raw -4564706.236302 + Penalty 3434.459051 = -4561271.777252
  nChanged 1610
		SP:Iteration 2Q (2794.340000 sec): 3 clusters
  Score: Raw -4565240.526272 + Penalty 3434.459051 = -4561806.067221
  nChanged 1630
		SP:Iteration 3Q (2794.440000 sec): 3 clusters
  Score: Raw -4565879.535734 + Penalty 3434.459051 = -4562445.076683
  nChanged 1713
		SP:Iteration 4Q (2794.550000 sec): 3 clusters
  Score: Raw -4566726.028878 + Penalty 3434.459051 = -4563291.569827
  nChanged 2042
		SP:Iteration 5F (2794.660000 sec): 3 clusters
  Score: Raw -4567929.984128 + Penalty 3434.459051 = -4564495.525077
  nChanged 2289
		SP:Iteration 6F (2794.760000 sec): 3 clusters
  Score: Raw -4569523.323683 + Penalty 3434.459051 = -4566088.864632
  nChanged 2441
		SP:Iteration 7F (2794.860000 sec): 3 clusters
  Score: Raw -4571383.588447 + Penalty 3434.459051 = -4567949.129396
  nChanged 2377
		SP:Iteration 8F (2794.970000 sec): 3 clusters
  Score: Raw -4573277.488355 + Penalty 3434.459051 = -4569843.029304
  nChanged 2244
		SP:Iteration 9F (2795.070000 sec): 3 clusters
  Score: Raw -4575161.713313 + Penalty 3434.459051 = -4571727.254262
  nChanged 1746
		SP:Iteration 10Q (2795.160000 sec): 3 clusters
  Score: Raw -4576624.278173 + Penalty 3434.459051 = -4573189.819122
  nChanged 1227
		SP:Iteration 11Q (2795.250000 sec): 3 clusters
  Score: Raw -4577613.502243 + Penalty 3434.459051 = -4574179.043192
  nChanged 806
		SP:Iteration 12Q (2795.340000 sec): 3 clusters
  Score: Raw -4578264.311740 + Penalty 3434.459051 = -4574829.852689
  nChanged 508
		SP:Iteration 13Q (2795.420000 sec): 3 clusters
  Score: Raw -4578700.186077 + Penalty 3434.459051 = -4575265.727026
  nChanged 300
		SP:Iteration 14Q (2795.500000 sec): 3 clusters
  Score: Raw -4578966.591426 + Penalty 3434.459051 = -4575532.132375
  nChanged 164
		SP:Iteration 15Q (2795.570000 sec): 3 clusters
  Score: Raw -4579091.458656 + Penalty 3434.459051 = -4575656.999605
  nChanged 82
		SP:Iteration 16Q (2795.640000 sec): 3 clusters
  Score: Raw -4579154.813095 + Penalty 3434.459051 = -4575720.354044
  nChanged 63
		SP:Iteration 17Q (2795.720000 sec): 3 clusters
  Score: Raw -4579194.847110 + Penalty 3434.459051 = -4575760.388059
  nChanged 39
		SP:Iteration 18Q (2795.790000 sec): 3 clusters
  Score: Raw -4579220.986198 + Penalty 3434.459051 = -4575786.527147
  nChanged 26
		SP:Iteration 19Q (2795.860000 sec): 3 clusters
  Score: Raw -4579233.930581 + Penalty 3434.459051 = -4575799.471530
  nChanged 17
		SP:Iteration 20F (2795.960000 sec): 3 clusters
  Score: Raw -4579245.475302 + Penalty 3434.459051 = -4575811.016251
  nChanged 19
		SP:Iteration 21Q (2796.040000 sec): 3 clusters
  Score: Raw -4579254.289484 + Penalty 3434.459051 = -4575819.830433
  nChanged 12
		SP:Iteration 22Q (2796.110000 sec): 3 clusters
  Score: Raw -4579260.905951 + Penalty 3434.459051 = -4575826.446900
  nChanged 17
		SP:Iteration 23Q (2796.180000 sec): 3 clusters
  Score: Raw -4579271.044931 + Penalty 3434.459051 = -4575836.585880
  nChanged 10
		SP:Iteration 24Q (2796.250000 sec): 3 clusters
  Score: Raw -4579277.316355 + Penalty 3434.459051 = -4575842.857304
  nChanged 7
		SP:Iteration 25Q (2796.320000 sec): 3 clusters
  Score: Raw -4579281.047822 + Penalty 3434.459051 = -4575846.588771
  nChanged 7
		SP:Iteration 26Q (2796.390000 sec): 3 clusters
  Score: Raw -4579285.848016 + Penalty 3434.459051 = -4575851.388965
  nChanged 8
		SP:Iteration 27Q (2796.460000 sec): 3 clusters
  Score: Raw -4579289.559931 + Penalty 3434.459051 = -4575855.100880
  nChanged 5
		SP:Iteration 28Q (2796.540000 sec): 3 clusters
  Score: Raw -4579291.654506 + Penalty 3434.459051 = -4575857.195455
  nChanged 4
		SP:Iteration 29Q (2796.610000 sec): 3 clusters
  Score: Raw -4579293.774950 + Penalty 3434.459051 = -4575859.315899
  nChanged 4
		SP:Iteration 30Q (2796.680000 sec): 3 clusters
  Score: Raw -4579295.750336 + Penalty 3434.459051 = -4575861.291286
  nChanged 3
		SP:Iteration 31Q (2796.750000 sec): 3 clusters
  Score: Raw -4579297.658708 + Penalty 3434.459051 = -4575863.199657
  nChanged 2
		SP:Iteration 32Q (2796.820000 sec): 3 clusters
  Score: Raw -4579298.232595 + Penalty 3434.459051 = -4575863.773544
  nChanged 0
		SP:Iteration 33F (2796.920000 sec): 3 clusters
  Score: Raw -4579298.232595 + Penalty 3434.459051 = -4575863.773544
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (14940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2796.980000 sec): 2 clusters
  Score: Raw -1614709.251363 + Penalty 1561.917087 = -1613147.334276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2797.020000 sec): 3 clusters
  Score: Raw -1605939.825924 + Penalty 3123.834174 = -1602815.991750
  nChanged 6640
		SP:Iteration 1F (2797.060000 sec): 3 clusters
  Score: Raw -1609652.132279 + Penalty 3123.834174 = -1606528.298105
  nChanged 979
		SP:Iteration 2F (2797.100000 sec): 3 clusters
  Score: Raw -1610127.386554 + Penalty 3123.834174 = -1607003.552380
  nChanged 860
		SP:Iteration 3F (2797.140000 sec): 3 clusters
  Score: Raw -1610612.025732 + Penalty 3123.834174 = -1607488.191557
  nChanged 892
		SP:Iteration 4F (2797.170000 sec): 3 clusters
  Score: Raw -1611204.221473 + Penalty 3123.834174 = -1608080.387299
  nChanged 952
		SP:Iteration 5F (2797.210000 sec): 3 clusters
  Score: Raw -1611859.138114 + Penalty 3123.834174 = -1608735.303940
  nChanged 909
		SP:Iteration 6F (2797.250000 sec): 3 clusters
  Score: Raw -1612501.056488 + Penalty 3123.834174 = -1609377.222314
  nChanged 810
		SP:Iteration 7F (2797.290000 sec): 3 clusters
  Score: Raw -1612987.355513 + Penalty 3123.834174 = -1609863.521339
  nChanged 665
		SP:Iteration 8Q (2797.330000 sec): 3 clusters
  Score: Raw -1613302.924045 + Penalty 3123.834174 = -1610179.089871
  nChanged 526
		SP:Iteration 9Q (2797.360000 sec): 3 clusters
  Score: Raw -1613532.158608 + Penalty 3123.834174 = -1610408.324434
  nChanged 422
		SP:Iteration 10Q (2797.400000 sec): 3 clusters
  Score: Raw -1613738.254105 + Penalty 3123.834174 = -1610614.419931
  nChanged 397
		SP:Iteration 11Q (2797.440000 sec): 3 clusters
  Score: Raw -1613944.577795 + Penalty 3123.834174 = -1610820.743621
  nChanged 370
		SP:Iteration 12Q (2797.480000 sec): 3 clusters
  Score: Raw -1614146.733922 + Penalty 3123.834174 = -1611022.899748
  nChanged 300
		SP:Iteration 13Q (2797.520000 sec): 3 clusters
  Score: Raw -1614286.633492 + Penalty 3123.834174 = -1611162.799318
  nChanged 287
		SP:Iteration 14Q (2797.560000 sec): 3 clusters
  Score: Raw -1614414.822041 + Penalty 3123.834174 = -1611290.987867
  nChanged 222
		SP:Iteration 15Q (2797.590000 sec): 3 clusters
  Score: Raw -1614520.176484 + Penalty 3123.834174 = -1611396.342310
  nChanged 238
		SP:Iteration 16Q (2797.630000 sec): 3 clusters
  Score: Raw -1614627.494239 + Penalty 3123.834174 = -1611503.660065
  nChanged 191
		SP:Iteration 17Q (2797.660000 sec): 3 clusters
  Score: Raw -1614712.031516 + Penalty 3123.834174 = -1611588.197342
  nChanged 190
		SP:Iteration 18Q (2797.700000 sec): 3 clusters
  Score: Raw -1614799.633405 + Penalty 3123.834174 = -1611675.799231
  nChanged 177
		SP:Iteration 19Q (2797.740000 sec): 3 clusters
  Score: Raw -1614882.551389 + Penalty 3123.834174 = -1611758.717215
  nChanged 173
		SP:Iteration 20F (2797.780000 sec): 3 clusters
  Score: Raw -1614962.362262 + Penalty 3123.834174 = -1611838.528088
  nChanged 164
		SP:Iteration 21Q (2797.810000 sec): 3 clusters
  Score: Raw -1615042.580069 + Penalty 3123.834174 = -1611918.745894
  nChanged 168
		SP:Iteration 22Q (2797.840000 sec): 3 clusters
  Score: Raw -1615115.932412 + Penalty 3123.834174 = -1611992.098238
  nChanged 143
		SP:Iteration 23Q (2797.880000 sec): 3 clusters
  Score: Raw -1615179.654187 + Penalty 3123.834174 = -1612055.820013
  nChanged 144
		SP:Iteration 24Q (2797.910000 sec): 3 clusters
  Score: Raw -1615252.136732 + Penalty 3123.834174 = -1612128.302558
  nChanged 140
		SP:Iteration 25Q (2797.940000 sec): 3 clusters
  Score: Raw -1615318.739140 + Penalty 3123.834174 = -1612194.904966
  nChanged 113
		SP:Iteration 26Q (2797.980000 sec): 3 clusters
  Score: Raw -1615371.923006 + Penalty 3123.834174 = -1612248.088832
  nChanged 96
		SP:Iteration 27Q (2798.010000 sec): 3 clusters
  Score: Raw -1615412.129279 + Penalty 3123.834174 = -1612288.295105
  nChanged 107
		SP:Iteration 28Q (2798.040000 sec): 3 clusters
  Score: Raw -1615457.114724 + Penalty 3123.834174 = -1612333.280549
  nChanged 82
		SP:Iteration 29Q (2798.080000 sec): 3 clusters
  Score: Raw -1615487.472733 + Penalty 3123.834174 = -1612363.638559
  nChanged 79
		SP:Iteration 30Q (2798.100000 sec): 3 clusters
  Score: Raw -1615523.198152 + Penalty 3123.834174 = -1612399.363978
  nChanged 63
		SP:Iteration 31Q (2798.140000 sec): 3 clusters
  Score: Raw -1615550.015696 + Penalty 3123.834174 = -1612426.181522
  nChanged 71
		SP:Iteration 32Q (2798.170000 sec): 3 clusters
  Score: Raw -1615584.591034 + Penalty 3123.834174 = -1612460.756860
  nChanged 83
		SP:Iteration 33Q (2798.200000 sec): 3 clusters
  Score: Raw -1615633.620802 + Penalty 3123.834174 = -1612509.786628
  nChanged 76
		SP:Iteration 34Q (2798.230000 sec): 3 clusters
  Score: Raw -1615671.501719 + Penalty 3123.834174 = -1612547.667545
  nChanged 58
		SP:Iteration 35Q (2798.260000 sec): 3 clusters
  Score: Raw -1615698.781781 + Penalty 3123.834174 = -1612574.947607
  nChanged 50
		SP:Iteration 36Q (2798.290000 sec): 3 clusters
  Score: Raw -1615723.424162 + Penalty 3123.834174 = -1612599.589988
  nChanged 50
		SP:Iteration 37Q (2798.320000 sec): 3 clusters
  Score: Raw -1615746.504335 + Penalty 3123.834174 = -1612622.670161
  nChanged 35
		SP:Iteration 38Q (2798.350000 sec): 3 clusters
  Score: Raw -1615762.344127 + Penalty 3123.834174 = -1612638.509953
  nChanged 42
		SP:Iteration 39Q (2798.380000 sec): 3 clusters
  Score: Raw -1615780.861948 + Penalty 3123.834174 = -1612657.027774
  nChanged 35
		SP:Iteration 40F (2798.420000 sec): 3 clusters
  Score: Raw -1615805.378334 + Penalty 3123.834174 = -1612681.544159
  nChanged 37
		SP:Iteration 41Q (2798.450000 sec): 3 clusters
  Score: Raw -1615826.431547 + Penalty 3123.834174 = -1612702.597373
  nChanged 33
		SP:Iteration 42Q (2798.480000 sec): 3 clusters
  Score: Raw -1615840.220884 + Penalty 3123.834174 = -1612716.386710
  nChanged 28
		SP:Iteration 43Q (2798.510000 sec): 3 clusters
  Score: Raw -1615852.621474 + Penalty 3123.834174 = -1612728.787300
  nChanged 24
		SP:Iteration 44Q (2798.540000 sec): 3 clusters
  Score: Raw -1615869.077630 + Penalty 3123.834174 = -1612745.243456
  nChanged 27
		SP:Iteration 45Q (2798.570000 sec): 3 clusters
  Score: Raw -1615884.679835 + Penalty 3123.834174 = -1612760.845661
  nChanged 23
		SP:Iteration 46Q (2798.600000 sec): 3 clusters
  Score: Raw -1615896.898396 + Penalty 3123.834174 = -1612773.064222
  nChanged 24
		SP:Iteration 47Q (2798.620000 sec): 3 clusters
  Score: Raw -1615911.893778 + Penalty 3123.834174 = -1612788.059604
  nChanged 23
		SP:Iteration 48Q (2798.650000 sec): 3 clusters
  Score: Raw -1615926.849547 + Penalty 3123.834174 = -1612803.015373
  nChanged 21
		SP:Iteration 49Q (2798.680000 sec): 3 clusters
  Score: Raw -1615939.234149 + Penalty 3123.834174 = -1612815.399975
  nChanged 21
		SP:Iteration 50Q (2798.710000 sec): 3 clusters
  Score: Raw -1615952.311913 + Penalty 3123.834174 = -1612828.477739
  nChanged 22
		SP:Iteration 51Q (2798.740000 sec): 3 clusters
  Score: Raw -1615964.603449 + Penalty 3123.834174 = -1612840.769275
  nChanged 19
		SP:Iteration 52Q (2798.770000 sec): 3 clusters
  Score: Raw -1615973.810652 + Penalty 3123.834174 = -1612849.976478
  nChanged 13
		SP:Iteration 53Q (2798.800000 sec): 3 clusters
  Score: Raw -1615980.816623 + Penalty 3123.834174 = -1612856.982449
  nChanged 11
		SP:Iteration 54Q (2798.820000 sec): 3 clusters
  Score: Raw -1615989.535325 + Penalty 3123.834174 = -1612865.701151
  nChanged 15
		SP:Iteration 55Q (2798.850000 sec): 3 clusters
  Score: Raw -1615996.194266 + Penalty 3123.834174 = -1612872.360092
  nChanged 11
		SP:Iteration 56Q (2798.880000 sec): 3 clusters
  Score: Raw -1616000.316194 + Penalty 3123.834174 = -1612876.482020
  nChanged 4
		SP:Iteration 57Q (2798.910000 sec): 3 clusters
  Score: Raw -1616001.574453 + Penalty 3123.834174 = -1612877.740279
  nChanged 3
		SP:Iteration 58Q (2798.940000 sec): 3 clusters
  Score: Raw -1616002.978774 + Penalty 3123.834174 = -1612879.144600
  nChanged 8
		SP:Iteration 59Q (2798.970000 sec): 3 clusters
  Score: Raw -1616008.108868 + Penalty 3123.834174 = -1612884.274693
  nChanged 13
		SP:Iteration 60F (2799.000000 sec): 3 clusters
  Score: Raw -1616014.283432 + Penalty 3123.834174 = -1612890.449258
  nChanged 6
		SP:Iteration 61Q (2799.030000 sec): 3 clusters
  Score: Raw -1616017.464287 + Penalty 3123.834174 = -1612893.630113
  nChanged 6
		SP:Iteration 62Q (2799.060000 sec): 3 clusters
  Score: Raw -1616019.631620 + Penalty 3123.834174 = -1612895.797446
  nChanged 0
		SP:Iteration 63F (2799.100000 sec): 3 clusters
  Score: Raw -1616019.631620 + Penalty 3123.834174 = -1612895.797446
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (1587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2799.110000 sec): 2 clusters
  Score: Raw -175689.072757 + Penalty 1197.560117 = -174491.512640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2799.120000 sec): 3 clusters
  Score: Raw -175154.827504 + Penalty 2395.120234 = -172759.707270
  nChanged 517
		SP:Iteration 1F (2799.120000 sec): 3 clusters
  Score: Raw -175635.986379 + Penalty 2395.120234 = -173240.866144
  nChanged 157
		SP:Iteration 2F (2799.120000 sec): 3 clusters
  Score: Raw -175928.568931 + Penalty 2395.120234 = -173533.448696
  nChanged 169
		SP:Iteration 3F (2799.130000 sec): 3 clusters
  Score: Raw -176334.995326 + Penalty 2395.120234 = -173939.875092
  nChanged 148
		SP:Iteration 4F (2799.130000 sec): 3 clusters
  Score: Raw -176641.364581 + Penalty 2395.120234 = -174246.244347
  nChanged 104
		SP:Iteration 5F (2799.140000 sec): 3 clusters
  Score: Raw -176806.530272 + Penalty 2395.120234 = -174411.410038
  nChanged 61
		SP:Iteration 6Q (2799.140000 sec): 3 clusters
  Score: Raw -176894.327665 + Penalty 2395.120234 = -174499.207430
  nChanged 46
		SP:Iteration 7Q (2799.140000 sec): 3 clusters
  Score: Raw -176959.221897 + Penalty 2395.120234 = -174564.101663
  nChanged 27
		SP:Iteration 8Q (2799.150000 sec): 3 clusters
  Score: Raw -176994.125358 + Penalty 2395.120234 = -174599.005124
  nChanged 20
		SP:Iteration 9Q (2799.150000 sec): 3 clusters
  Score: Raw -177024.143675 + Penalty 2395.120234 = -174629.023441
  nChanged 15
		SP:Iteration 10Q (2799.150000 sec): 3 clusters
  Score: Raw -177039.483351 + Penalty 2395.120234 = -174644.363116
  nChanged 10
		SP:Iteration 11Q (2799.160000 sec): 3 clusters
  Score: Raw -177052.330594 + Penalty 2395.120234 = -174657.210360
  nChanged 9
		SP:Iteration 12Q (2799.160000 sec): 3 clusters
  Score: Raw -177061.324311 + Penalty 2395.120234 = -174666.204077
  nChanged 10
		SP:Iteration 13Q (2799.160000 sec): 3 clusters
  Score: Raw -177070.866097 + Penalty 2395.120234 = -174675.745863
  nChanged 8
		SP:Iteration 14Q (2799.170000 sec): 3 clusters
  Score: Raw -177078.203475 + Penalty 2395.120234 = -174683.083241
  nChanged 9
		SP:Iteration 15Q (2799.170000 sec): 3 clusters
  Score: Raw -177086.776051 + Penalty 2395.120234 = -174691.655817
  nChanged 7
		SP:Iteration 16Q (2799.170000 sec): 3 clusters
  Score: Raw -177095.725565 + Penalty 2395.120234 = -174700.605331
  nChanged 8
		SP:Iteration 17Q (2799.180000 sec): 3 clusters
  Score: Raw -177107.807016 + Penalty 2395.120234 = -174712.686782
  nChanged 6
		SP:Iteration 18Q (2799.180000 sec): 3 clusters
  Score: Raw -177119.391599 + Penalty 2395.120234 = -174724.271365
  nChanged 6
		SP:Iteration 19Q (2799.180000 sec): 3 clusters
  Score: Raw -177134.128521 + Penalty 2395.120234 = -174739.008286
  nChanged 7
		SP:Iteration 20F (2799.190000 sec): 3 clusters
  Score: Raw -177152.174924 + Penalty 2395.120234 = -174757.054690
  nChanged 4
		SP:Iteration 21Q (2799.190000 sec): 3 clusters
  Score: Raw -177159.492069 + Penalty 2395.120234 = -174764.371835
  nChanged 3
		SP:Iteration 22Q (2799.190000 sec): 3 clusters
  Score: Raw -177162.434448 + Penalty 2395.120234 = -174767.314214
  nChanged 0
		SP:Iteration 23F (2799.200000 sec): 3 clusters
  Score: Raw -177162.434448 + Penalty 2395.120234 = -174767.314214
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (322107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2800.200000 sec): 2 clusters
  Score: Raw -37338385.920792 + Penalty 2060.928848 = -37336324.991944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2801.090000 sec): 3 clusters
  Score: Raw -37123315.315385 + Penalty 4121.857697 = -37119193.457688
  nChanged 156719
		SP:Iteration 1F (2801.950000 sec): 3 clusters
  Score: Raw -37220120.873833 + Penalty 4121.857697 = -37215999.016137
  nChanged 11749
		SP:Iteration 2Q (2802.840000 sec): 3 clusters
  Score: Raw -37223722.457178 + Penalty 4121.857697 = -37219600.599481
  nChanged 13586
		SP:Iteration 3Q (2803.730000 sec): 3 clusters
  Score: Raw -37228888.293238 + Penalty 4121.857697 = -37224766.435541
  nChanged 16064
		SP:Iteration 4Q (2804.620000 sec): 3 clusters
  Score: Raw -37236499.046154 + Penalty 4121.857697 = -37232377.188457
  nChanged 18300
		SP:Iteration 5F (2805.490000 sec): 3 clusters
  Score: Raw -37247063.450274 + Penalty 4121.857697 = -37242941.592577
  nChanged 19577
		SP:Iteration 6F (2806.360000 sec): 3 clusters
  Score: Raw -37260346.098350 + Penalty 4121.857697 = -37256224.240653
  nChanged 19601
		SP:Iteration 7F (2807.220000 sec): 3 clusters
  Score: Raw -37274230.050738 + Penalty 4121.857697 = -37270108.193041
  nChanged 17008
		SP:Iteration 8F (2808.080000 sec): 3 clusters
  Score: Raw -37284745.465871 + Penalty 4121.857697 = -37280623.608174
  nChanged 12816
		SP:Iteration 9Q (2808.950000 sec): 3 clusters
  Score: Raw -37290207.786183 + Penalty 4121.857697 = -37286085.928486
  nChanged 8079
		SP:Iteration 10Q (2809.790000 sec): 3 clusters
  Score: Raw -37292499.790488 + Penalty 4121.857697 = -37288377.932791
  nChanged 5258
		SP:Iteration 11Q (2810.630000 sec): 3 clusters
  Score: Raw -37293772.880521 + Penalty 4121.857697 = -37289651.022824
  nChanged 4431
		SP:Iteration 12Q (2811.460000 sec): 3 clusters
  Score: Raw -37294878.144897 + Penalty 4121.857697 = -37290756.287200
  nChanged 4331
		SP:Iteration 13Q (2812.290000 sec): 3 clusters
  Score: Raw -37295987.225860 + Penalty 4121.857697 = -37291865.368163
  nChanged 4512
		SP:Iteration 14Q (2813.110000 sec): 3 clusters
  Score: Raw -37297156.659775 + Penalty 4121.857697 = -37293034.802078
  nChanged 4660
		SP:Iteration 15Q (2813.930000 sec): 3 clusters
  Score: Raw -37298431.430104 + Penalty 4121.857697 = -37294309.572407
  nChanged 4970
		SP:Iteration 16Q (2814.740000 sec): 3 clusters
  Score: Raw -37299888.609385 + Penalty 4121.857697 = -37295766.751688
  nChanged 5101
		SP:Iteration 17Q (2815.550000 sec): 3 clusters
  Score: Raw -37301481.402256 + Penalty 4121.857697 = -37297359.544559
  nChanged 5287
		SP:Iteration 18Q (2816.340000 sec): 3 clusters
  Score: Raw -37303226.925803 + Penalty 4121.857697 = -37299105.068106
  nChanged 5372
		SP:Iteration 19Q (2817.130000 sec): 3 clusters
  Score: Raw -37305088.370506 + Penalty 4121.857697 = -37300966.512809
  nChanged 5540
		SP:Iteration 20F (2818.000000 sec): 3 clusters
  Score: Raw -37307165.728541 + Penalty 4121.857697 = -37303043.870844
  nChanged 5790
		SP:Iteration 21Q (2818.770000 sec): 3 clusters
  Score: Raw -37309539.696788 + Penalty 4121.857697 = -37305417.839091
  nChanged 5784
		SP:Iteration 22Q (2819.540000 sec): 3 clusters
  Score: Raw -37312107.771339 + Penalty 4121.857697 = -37307985.913642
  nChanged 5970
		SP:Iteration 23Q (2820.290000 sec): 3 clusters
  Score: Raw -37315008.378832 + Penalty 4121.857697 = -37310886.521135
  nChanged 5912
		SP:Iteration 24Q (2821.030000 sec): 3 clusters
  Score: Raw -37318096.802464 + Penalty 4121.857697 = -37313974.944768
  nChanged 5676
		SP:Iteration 25Q (2821.750000 sec): 3 clusters
  Score: Raw -37321305.122691 + Penalty 4121.857697 = -37317183.264994
  nChanged 5350
		SP:Iteration 26Q (2822.470000 sec): 3 clusters
  Score: Raw -37324529.699814 + Penalty 4121.857697 = -37320407.842117
  nChanged 4792
		SP:Iteration 27Q (2823.190000 sec): 3 clusters
  Score: Raw -37327514.115949 + Penalty 4121.857697 = -37323392.258252
  nChanged 4230
		SP:Iteration 28Q (2823.870000 sec): 3 clusters
  Score: Raw -37330317.518947 + Penalty 4121.857697 = -37326195.661250
  nChanged 3597
		SP:Iteration 29Q (2824.550000 sec): 3 clusters
  Score: Raw -37332885.647176 + Penalty 4121.857697 = -37328763.789479
  nChanged 2968
		SP:Iteration 30Q (2825.210000 sec): 3 clusters
  Score: Raw -37335163.251337 + Penalty 4121.857697 = -37331041.393640
  nChanged 2279
		SP:Iteration 31Q (2825.870000 sec): 3 clusters
  Score: Raw -37336866.032417 + Penalty 4121.857697 = -37332744.174720
  nChanged 1656
		SP:Iteration 32Q (2826.520000 sec): 3 clusters
  Score: Raw -37337913.408562 + Penalty 4121.857697 = -37333791.550865
  nChanged 1255
		SP:Iteration 33Q (2827.150000 sec): 3 clusters
  Score: Raw -37338528.268097 + Penalty 4121.857697 = -37334406.410400
  nChanged 892
		SP:Iteration 34Q (2827.780000 sec): 3 clusters
  Score: Raw -37338834.316108 + Penalty 4121.857697 = -37334712.458411
  nChanged 680
		SP:Iteration 35Q (2828.410000 sec): 3 clusters
  Score: Raw -37339013.137494 + Penalty 4121.857697 = -37334891.279797
  nChanged 540
		SP:Iteration 36Q (2829.030000 sec): 3 clusters
  Score: Raw -37339142.552302 + Penalty 4121.857697 = -37335020.694605
  nChanged 422
		SP:Iteration 37Q (2829.650000 sec): 3 clusters
  Score: Raw -37339225.182989 + Penalty 4121.857697 = -37335103.325292
  nChanged 315
		SP:Iteration 38Q (2830.280000 sec): 3 clusters
  Score: Raw -37339281.594438 + Penalty 4121.857697 = -37335159.736741
  nChanged 283
		SP:Iteration 39Q (2830.900000 sec): 3 clusters
  Score: Raw -37339327.541205 + Penalty 4121.857697 = -37335205.683508
  nChanged 227
		SP:Iteration 40F (2831.750000 sec): 3 clusters
  Score: Raw -37339361.072772 + Penalty 4121.857697 = -37335239.215075
  nChanged 202
		SP:Iteration 41Q (2832.370000 sec): 3 clusters
  Score: Raw -37339389.999886 + Penalty 4121.857697 = -37335268.142189
  nChanged 196
		SP:Iteration 42Q (2833.000000 sec): 3 clusters
  Score: Raw -37339418.148492 + Penalty 4121.857697 = -37335296.290795
  nChanged 153
		SP:Iteration 43Q (2833.610000 sec): 3 clusters
  Score: Raw -37339440.322177 + Penalty 4121.857697 = -37335318.464481
  nChanged 148
		SP:Iteration 44Q (2834.230000 sec): 3 clusters
  Score: Raw -37339462.374482 + Penalty 4121.857697 = -37335340.516785
  nChanged 128
		SP:Iteration 45Q (2834.840000 sec): 3 clusters
  Score: Raw -37339477.690101 + Penalty 4121.857697 = -37335355.832405
  nChanged 101
		SP:Iteration 46Q (2835.460000 sec): 3 clusters
  Score: Raw -37339490.424095 + Penalty 4121.857697 = -37335368.566398
  nChanged 90
		SP:Iteration 47Q (2836.070000 sec): 3 clusters
  Score: Raw -37339502.252543 + Penalty 4121.857697 = -37335380.394846
  nChanged 89
		SP:Iteration 48Q (2836.690000 sec): 3 clusters
  Score: Raw -37339514.356099 + Penalty 4121.857697 = -37335392.498402
  nChanged 76
		SP:Iteration 49Q (2837.300000 sec): 3 clusters
  Score: Raw -37339523.024722 + Penalty 4121.857697 = -37335401.167025
  nChanged 71
		SP:Iteration 50Q (2837.920000 sec): 3 clusters
  Score: Raw -37339529.869648 + Penalty 4121.857697 = -37335408.011951
  nChanged 52
		SP:Iteration 51Q (2838.530000 sec): 3 clusters
  Score: Raw -37339534.580708 + Penalty 4121.857697 = -37335412.723011
  nChanged 39
		SP:Iteration 52Q (2839.150000 sec): 3 clusters
  Score: Raw -37339537.045719 + Penalty 4121.857697 = -37335415.188022
  nChanged 34
		SP:Iteration 53Q (2839.770000 sec): 3 clusters
  Score: Raw -37339539.357968 + Penalty 4121.857697 = -37335417.500271
  nChanged 27
		SP:Iteration 54Q (2840.380000 sec): 3 clusters
  Score: Raw -37339540.936315 + Penalty 4121.857697 = -37335419.078618
  nChanged 27
		SP:Iteration 55Q (2841.000000 sec): 3 clusters
  Score: Raw -37339542.953121 + Penalty 4121.857697 = -37335421.095424
  nChanged 35
		SP:Iteration 56Q (2841.610000 sec): 3 clusters
  Score: Raw -37339545.574196 + Penalty 4121.857697 = -37335423.716500
  nChanged 32
		SP:Iteration 57Q (2842.220000 sec): 3 clusters
  Score: Raw -37339547.578555 + Penalty 4121.857697 = -37335425.720858
  nChanged 17
		SP:Iteration 58Q (2842.830000 sec): 3 clusters
  Score: Raw -37339548.763679 + Penalty 4121.857697 = -37335426.905982
  nChanged 20
		SP:Iteration 59Q (2843.440000 sec): 3 clusters
  Score: Raw -37339549.813879 + Penalty 4121.857697 = -37335427.956182
  nChanged 13
		SP:Iteration 60F (2844.280000 sec): 3 clusters
  Score: Raw -37339550.335274 + Penalty 4121.857697 = -37335428.477577
  nChanged 13
		SP:Iteration 61Q (2844.890000 sec): 3 clusters
  Score: Raw -37339551.027186 + Penalty 4121.857697 = -37335429.169489
  nChanged 10
		SP:Iteration 62Q (2845.500000 sec): 3 clusters
  Score: Raw -37339551.555765 + Penalty 4121.857697 = -37335429.698068
  nChanged 6
		SP:Iteration 63Q (2846.110000 sec): 3 clusters
  Score: Raw -37339551.737889 + Penalty 4121.857697 = -37335429.880192
  nChanged 6
		SP:Iteration 64Q (2846.720000 sec): 3 clusters
  Score: Raw -37339552.036721 + Penalty 4121.857697 = -37335430.179024
  nChanged 6
		SP:Iteration 65Q (2847.330000 sec): 3 clusters
  Score: Raw -37339552.281402 + Penalty 4121.857697 = -37335430.423705
  nChanged 5
		SP:Iteration 66Q (2847.940000 sec): 3 clusters
  Score: Raw -37339552.695140 + Penalty 4121.857697 = -37335430.837443
  nChanged 10
		SP:Iteration 67Q (2848.560000 sec): 3 clusters
  Score: Raw -37339553.478648 + Penalty 4121.857697 = -37335431.620951
  nChanged 13
		SP:Iteration 68Q (2849.170000 sec): 3 clusters
  Score: Raw -37339554.303146 + Penalty 4121.857697 = -37335432.445449
  nChanged 11
		SP:Iteration 69Q (2849.780000 sec): 3 clusters
  Score: Raw -37339555.352821 + Penalty 4121.857697 = -37335433.495124
  nChanged 19
		SP:Iteration 70Q (2850.380000 sec): 3 clusters
  Score: Raw -37339557.517736 + Penalty 4121.857697 = -37335435.660039
  nChanged 23
		SP:Iteration 71Q (2851.000000 sec): 3 clusters
  Score: Raw -37339559.425012 + Penalty 4121.857697 = -37335437.567315
  nChanged 22
		SP:Iteration 72Q (2851.610000 sec): 3 clusters
  Score: Raw -37339561.821122 + Penalty 4121.857697 = -37335439.963425
  nChanged 21
		SP:Iteration 73Q (2852.220000 sec): 3 clusters
  Score: Raw -37339563.735046 + Penalty 4121.857697 = -37335441.877349
  nChanged 17
		SP:Iteration 74Q (2852.830000 sec): 3 clusters
  Score: Raw -37339565.052593 + Penalty 4121.857697 = -37335443.194896
  nChanged 20
		SP:Iteration 75Q (2853.440000 sec): 3 clusters
  Score: Raw -37339566.706108 + Penalty 4121.857697 = -37335444.848411
  nChanged 23
		SP:Iteration 76Q (2854.060000 sec): 3 clusters
  Score: Raw -37339568.206003 + Penalty 4121.857697 = -37335446.348306
  nChanged 21
		SP:Iteration 77Q (2854.670000 sec): 3 clusters
  Score: Raw -37339569.739751 + Penalty 4121.857697 = -37335447.882054
  nChanged 21
		SP:Iteration 78Q (2855.280000 sec): 3 clusters
  Score: Raw -37339571.057505 + Penalty 4121.857697 = -37335449.199808
  nChanged 20
		SP:Iteration 79Q (2855.890000 sec): 3 clusters
  Score: Raw -37339572.414919 + Penalty 4121.857697 = -37335450.557222
  nChanged 18
		SP:Iteration 80F (2856.750000 sec): 3 clusters
  Score: Raw -37339574.077800 + Penalty 4121.857697 = -37335452.220103
  nChanged 16
		SP:Iteration 81Q (2857.370000 sec): 3 clusters
  Score: Raw -37339575.358133 + Penalty 4121.857697 = -37335453.500437
  nChanged 9
		SP:Iteration 82Q (2857.990000 sec): 3 clusters
  Score: Raw -37339576.128080 + Penalty 4121.857697 = -37335454.270383
  nChanged 9
		SP:Iteration 83Q (2858.600000 sec): 3 clusters
  Score: Raw -37339576.640430 + Penalty 4121.857697 = -37335454.782733
  nChanged 5
		SP:Iteration 84Q (2859.200000 sec): 3 clusters
  Score: Raw -37339577.029592 + Penalty 4121.857697 = -37335455.171895
  nChanged 10
		SP:Iteration 85Q (2859.810000 sec): 3 clusters
  Score: Raw -37339577.719610 + Penalty 4121.857697 = -37335455.861913
  nChanged 10
		SP:Iteration 86Q (2860.420000 sec): 3 clusters
  Score: Raw -37339578.401340 + Penalty 4121.857697 = -37335456.543643
  nChanged 10
		SP:Iteration 87Q (2861.040000 sec): 3 clusters
  Score: Raw -37339579.042953 + Penalty 4121.857697 = -37335457.185256
  nChanged 10
		SP:Iteration 88Q (2861.650000 sec): 3 clusters
  Score: Raw -37339579.668532 + Penalty 4121.857697 = -37335457.810835
  nChanged 12
		SP:Iteration 89Q (2862.260000 sec): 3 clusters
  Score: Raw -37339580.680907 + Penalty 4121.857697 = -37335458.823210
  nChanged 10
		SP:Iteration 90Q (2862.880000 sec): 3 clusters
  Score: Raw -37339581.443227 + Penalty 4121.857697 = -37335459.585531
  nChanged 11
		SP:Iteration 91Q (2863.490000 sec): 3 clusters
  Score: Raw -37339582.067874 + Penalty 4121.857697 = -37335460.210178
  nChanged 10
		SP:Iteration 92Q (2864.100000 sec): 3 clusters
  Score: Raw -37339582.756563 + Penalty 4121.857697 = -37335460.898866
  nChanged 11
		SP:Iteration 93Q (2864.720000 sec): 3 clusters
  Score: Raw -37339583.564941 + Penalty 4121.857697 = -37335461.707244
  nChanged 11
		SP:Iteration 94Q (2865.320000 sec): 3 clusters
  Score: Raw -37339584.054954 + Penalty 4121.857697 = -37335462.197257
  nChanged 7
		SP:Iteration 95Q (2865.940000 sec): 3 clusters
  Score: Raw -37339584.432404 + Penalty 4121.857697 = -37335462.574707
  nChanged 3
		SP:Iteration 96Q (2866.550000 sec): 3 clusters
  Score: Raw -37339584.593107 + Penalty 4121.857697 = -37335462.735410
  nChanged 5
		SP:Iteration 97Q (2867.160000 sec): 3 clusters
  Score: Raw -37339584.820130 + Penalty 4121.857697 = -37335462.962433
  nChanged 7
		SP:Iteration 98Q (2867.760000 sec): 3 clusters
  Score: Raw -37339585.297668 + Penalty 4121.857697 = -37335463.439971
  nChanged 6
		SP:Iteration 99Q (2868.380000 sec): 3 clusters
  Score: Raw -37339585.927496 + Penalty 4121.857697 = -37335464.069799
  nChanged 10
		SP:Iteration 100F (2869.240000 sec): 3 clusters
  Score: Raw -37339586.954159 + Penalty 4121.857697 = -37335465.096462
  nChanged 12
		SP:Iteration 101Q (2869.850000 sec): 3 clusters
  Score: Raw -37339587.987079 + Penalty 4121.857697 = -37335466.129382
  nChanged 10
		SP:Iteration 102Q (2870.470000 sec): 3 clusters
  Score: Raw -37339588.906402 + Penalty 4121.857697 = -37335467.048705
  nChanged 11
		SP:Iteration 103Q (2871.090000 sec): 3 clusters
  Score: Raw -37339589.690883 + Penalty 4121.857697 = -37335467.833186
  nChanged 16
		SP:Iteration 104Q (2871.700000 sec): 3 clusters
  Score: Raw -37339590.523273 + Penalty 4121.857697 = -37335468.665576
  nChanged 6
		SP:Iteration 105Q (2872.310000 sec): 3 clusters
  Score: Raw -37339590.831080 + Penalty 4121.857697 = -37335468.973384
  nChanged 9
		SP:Iteration 106Q (2872.920000 sec): 3 clusters
  Score: Raw -37339591.425796 + Penalty 4121.857697 = -37335469.568099
  nChanged 7
		SP:Iteration 107Q (2873.530000 sec): 3 clusters
  Score: Raw -37339591.997421 + Penalty 4121.857697 = -37335470.139724
  nChanged 10
		SP:Iteration 108Q (2874.140000 sec): 3 clusters
  Score: Raw -37339592.787689 + Penalty 4121.857697 = -37335470.929992
  nChanged 8
		SP:Iteration 109Q (2874.770000 sec): 3 clusters
  Score: Raw -37339593.523285 + Penalty 4121.857697 = -37335471.665588
  nChanged 8
		SP:Iteration 110Q (2875.370000 sec): 3 clusters
  Score: Raw -37339593.991099 + Penalty 4121.857697 = -37335472.133402
  nChanged 3
		SP:Iteration 111Q (2875.980000 sec): 3 clusters
  Score: Raw -37339594.242710 + Penalty 4121.857697 = -37335472.385013
  nChanged 4
		SP:Iteration 112Q (2876.590000 sec): 3 clusters
  Score: Raw -37339594.386565 + Penalty 4121.857697 = -37335472.528868
  nChanged 2
		SP:Iteration 113Q (2877.260000 sec): 3 clusters
  Score: Raw -37339594.595150 + Penalty 4121.857697 = -37335472.737453
  nChanged 4
		SP:Iteration 114Q (2877.870000 sec): 3 clusters
  Score: Raw -37339594.847607 + Penalty 4121.857697 = -37335472.989910
  nChanged 3
		SP:Iteration 115Q (2878.480000 sec): 3 clusters
  Score: Raw -37339595.195086 + Penalty 4121.857697 = -37335473.337389
  nChanged 3
		SP:Iteration 116Q (2879.090000 sec): 3 clusters
  Score: Raw -37339595.518743 + Penalty 4121.857697 = -37335473.661046
  nChanged 5
		SP:Iteration 117Q (2879.700000 sec): 3 clusters
  Score: Raw -37339595.728352 + Penalty 4121.857697 = -37335473.870655
  nChanged 3
		SP:Iteration 118Q (2880.310000 sec): 3 clusters
  Score: Raw -37339595.814482 + Penalty 4121.857697 = -37335473.956785
  nChanged 1
		SP:Iteration 119Q (2880.930000 sec): 3 clusters
  Score: Raw -37339595.848099 + Penalty 4121.857697 = -37335473.990402
  nChanged 3
		SP:Iteration 120F (2881.780000 sec): 3 clusters
  Score: Raw -37339595.945150 + Penalty 4121.857697 = -37335474.087453
  nChanged 2
		SP:Iteration 121Q (2882.400000 sec): 3 clusters
  Score: Raw -37339595.983545 + Penalty 4121.857697 = -37335474.125848
  nChanged 1
		SP:Iteration 122Q (2883.010000 sec): 3 clusters
  Score: Raw -37339596.132902 + Penalty 4121.857697 = -37335474.275205
  nChanged 1
		SP:Iteration 123Q (2883.620000 sec): 3 clusters
  Score: Raw -37339596.166894 + Penalty 4121.857697 = -37335474.309197
  nChanged 2
		SP:Iteration 124Q (2884.230000 sec): 3 clusters
  Score: Raw -37339596.226463 + Penalty 4121.857697 = -37335474.368766
  nChanged 0
		SP:Iteration 125F (2885.090000 sec): 3 clusters
  Score: Raw -37339596.226463 + Penalty 4121.857697 = -37335474.368766
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2885.290000 sec): 2 clusters
  Score: Raw -488044.125587 + Penalty 1357.672798 = -486686.452789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2885.300000 sec): 3 clusters
  Score: Raw -485873.415475 + Penalty 2715.345597 = -483158.069878
  nChanged 1689
		SP:Iteration 1F (2885.310000 sec): 3 clusters
  Score: Raw -486794.852531 + Penalty 2715.345597 = -484079.506935
  nChanged 284
		SP:Iteration 2F (2885.320000 sec): 3 clusters
  Score: Raw -486921.683585 + Penalty 2715.345597 = -484206.337989
  nChanged 195
		SP:Iteration 3Q (2885.330000 sec): 3 clusters
  Score: Raw -487010.013304 + Penalty 2715.345597 = -484294.667707
  nChanged 148
		SP:Iteration 4Q (2885.340000 sec): 3 clusters
  Score: Raw -487085.115522 + Penalty 2715.345597 = -484369.769925
  nChanged 144
		SP:Iteration 5Q (2885.350000 sec): 3 clusters
  Score: Raw -487159.781439 + Penalty 2715.345597 = -484444.435842
  nChanged 129
		SP:Iteration 6Q (2885.360000 sec): 3 clusters
  Score: Raw -487231.647195 + Penalty 2715.345597 = -484516.301598
  nChanged 141
		SP:Iteration 7Q (2885.370000 sec): 3 clusters
  Score: Raw -487311.622228 + Penalty 2715.345597 = -484596.276631
  nChanged 133
		SP:Iteration 8Q (2885.390000 sec): 3 clusters
  Score: Raw -487388.463810 + Penalty 2715.345597 = -484673.118213
  nChanged 117
		SP:Iteration 9Q (2885.390000 sec): 3 clusters
  Score: Raw -487457.853665 + Penalty 2715.345597 = -484742.508068
  nChanged 120
		SP:Iteration 10Q (2885.410000 sec): 3 clusters
  Score: Raw -487540.865117 + Penalty 2715.345597 = -484825.519520
  nChanged 133
		SP:Iteration 11Q (2885.410000 sec): 3 clusters
  Score: Raw -487636.076093 + Penalty 2715.345597 = -484920.730497
  nChanged 102
		SP:Iteration 12Q (2885.430000 sec): 3 clusters
  Score: Raw -487706.030255 + Penalty 2715.345597 = -484990.684658
  nChanged 87
		SP:Iteration 13Q (2885.440000 sec): 3 clusters
  Score: Raw -487776.052994 + Penalty 2715.345597 = -485060.707397
  nChanged 92
		SP:Iteration 14Q (2885.450000 sec): 3 clusters
  Score: Raw -487844.211774 + Penalty 2715.345597 = -485128.866178
  nChanged 87
		SP:Iteration 15Q (2885.460000 sec): 3 clusters
  Score: Raw -487911.905037 + Penalty 2715.345597 = -485196.559440
  nChanged 70
		SP:Iteration 16Q (2885.470000 sec): 3 clusters
  Score: Raw -487973.334508 + Penalty 2715.345597 = -485257.988912
  nChanged 65
		SP:Iteration 17Q (2885.480000 sec): 3 clusters
  Score: Raw -488025.215562 + Penalty 2715.345597 = -485309.869965
  nChanged 53
		SP:Iteration 18Q (2885.490000 sec): 3 clusters
  Score: Raw -488066.139164 + Penalty 2715.345597 = -485350.793568
  nChanged 42
		SP:Iteration 19Q (2885.490000 sec): 3 clusters
  Score: Raw -488101.817527 + Penalty 2715.345597 = -485386.471931
  nChanged 41
		SP:Iteration 20F (2885.510000 sec): 3 clusters
  Score: Raw -488137.812174 + Penalty 2715.345597 = -485422.466577
  nChanged 38
		SP:Iteration 21Q (2885.510000 sec): 3 clusters
  Score: Raw -488168.935221 + Penalty 2715.345597 = -485453.589624
  nChanged 25
		SP:Iteration 22Q (2885.520000 sec): 3 clusters
  Score: Raw -488187.228746 + Penalty 2715.345597 = -485471.883149
  nChanged 28
		SP:Iteration 23Q (2885.530000 sec): 3 clusters
  Score: Raw -488206.098656 + Penalty 2715.345597 = -485490.753059
  nChanged 15
		SP:Iteration 24Q (2885.540000 sec): 3 clusters
  Score: Raw -488214.701101 + Penalty 2715.345597 = -485499.355504
  nChanged 8
		SP:Iteration 25Q (2885.550000 sec): 3 clusters
  Score: Raw -488220.155624 + Penalty 2715.345597 = -485504.810027
  nChanged 6
		SP:Iteration 26Q (2885.560000 sec): 3 clusters
  Score: Raw -488223.121977 + Penalty 2715.345597 = -485507.776380
  nChanged 7
		SP:Iteration 27Q (2885.570000 sec): 3 clusters
  Score: Raw -488228.371217 + Penalty 2715.345597 = -485513.025620
  nChanged 9
		SP:Iteration 28Q (2885.580000 sec): 3 clusters
  Score: Raw -488235.100098 + Penalty 2715.345597 = -485519.754501
  nChanged 5
		SP:Iteration 29Q (2885.590000 sec): 3 clusters
  Score: Raw -488238.735346 + Penalty 2715.345597 = -485523.389749
  nChanged 4
		SP:Iteration 30Q (2885.590000 sec): 3 clusters
  Score: Raw -488241.439539 + Penalty 2715.345597 = -485526.093943
  nChanged 4
		SP:Iteration 31Q (2885.600000 sec): 3 clusters
  Score: Raw -488246.002623 + Penalty 2715.345597 = -485530.657026
  nChanged 7
		SP:Iteration 32Q (2885.610000 sec): 3 clusters
  Score: Raw -488251.685544 + Penalty 2715.345597 = -485536.339947
  nChanged 11
		SP:Iteration 33Q (2885.620000 sec): 3 clusters
  Score: Raw -488255.607085 + Penalty 2715.345597 = -485540.261489
  nChanged 4
		SP:Iteration 34Q (2885.630000 sec): 3 clusters
  Score: Raw -488257.281195 + Penalty 2715.345597 = -485541.935598
  nChanged 2
		SP:Iteration 35Q (2885.640000 sec): 3 clusters
  Score: Raw -488257.875550 + Penalty 2715.345597 = -485542.529954
  nChanged 0
		SP:Iteration 36F (2885.650000 sec): 3 clusters
  Score: Raw -488257.875550 + Penalty 2715.345597 = -485542.529954
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (22520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2885.720000 sec): 2 clusters
  Score: Raw -2655331.996527 + Penalty 1628.600851 = -2653703.395676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2885.780000 sec): 3 clusters
  Score: Raw -2641647.608170 + Penalty 3257.201702 = -2638390.406468
  nChanged 10280
		SP:Iteration 1F (2885.840000 sec): 3 clusters
  Score: Raw -2647373.784650 + Penalty 3257.201702 = -2644116.582948
  nChanged 1169
		SP:Iteration 2F (2885.900000 sec): 3 clusters
  Score: Raw -2647892.816555 + Penalty 3257.201702 = -2644635.614854
  nChanged 1315
		SP:Iteration 3F (2885.960000 sec): 3 clusters
  Score: Raw -2648624.245076 + Penalty 3257.201702 = -2645367.043374
  nChanged 1534
		SP:Iteration 4F (2886.020000 sec): 3 clusters
  Score: Raw -2649713.819195 + Penalty 3257.201702 = -2646456.617493
  nChanged 1780
		SP:Iteration 5F (2886.080000 sec): 3 clusters
  Score: Raw -2651233.356796 + Penalty 3257.201702 = -2647976.155095
  nChanged 1681
		SP:Iteration 6F (2886.140000 sec): 3 clusters
  Score: Raw -2652776.980047 + Penalty 3257.201702 = -2649519.778345
  nChanged 1291
		SP:Iteration 7F (2886.190000 sec): 3 clusters
  Score: Raw -2653988.810421 + Penalty 3257.201702 = -2650731.608719
  nChanged 813
		SP:Iteration 8Q (2886.250000 sec): 3 clusters
  Score: Raw -2654720.460547 + Penalty 3257.201702 = -2651463.258845
  nChanged 441
		SP:Iteration 9Q (2886.300000 sec): 3 clusters
  Score: Raw -2655103.861687 + Penalty 3257.201702 = -2651846.659986
  nChanged 222
		SP:Iteration 10Q (2886.350000 sec): 3 clusters
  Score: Raw -2655303.929775 + Penalty 3257.201702 = -2652046.728074
  nChanged 116
		SP:Iteration 11Q (2886.400000 sec): 3 clusters
  Score: Raw -2655427.516921 + Penalty 3257.201702 = -2652170.315219
  nChanged 54
		SP:Iteration 12Q (2886.440000 sec): 3 clusters
  Score: Raw -2655480.707677 + Penalty 3257.201702 = -2652223.505975
  nChanged 25
		SP:Iteration 13Q (2886.480000 sec): 3 clusters
  Score: Raw -2655505.275755 + Penalty 3257.201702 = -2652248.074053
  nChanged 17
		SP:Iteration 14Q (2886.530000 sec): 3 clusters
  Score: Raw -2655521.941556 + Penalty 3257.201702 = -2652264.739855
  nChanged 13
		SP:Iteration 15Q (2886.570000 sec): 3 clusters
  Score: Raw -2655533.846605 + Penalty 3257.201702 = -2652276.644903
  nChanged 7
		SP:Iteration 16Q (2886.610000 sec): 3 clusters
  Score: Raw -2655541.136582 + Penalty 3257.201702 = -2652283.934880
  nChanged 4
		SP:Iteration 17Q (2886.650000 sec): 3 clusters
  Score: Raw -2655545.208439 + Penalty 3257.201702 = -2652288.006737
  nChanged 4
		SP:Iteration 18Q (2886.690000 sec): 3 clusters
  Score: Raw -2655547.051272 + Penalty 3257.201702 = -2652289.849571
  nChanged 1
		SP:Iteration 19Q (2886.730000 sec): 3 clusters
  Score: Raw -2655547.557393 + Penalty 3257.201702 = -2652290.355691
  nChanged 1
		SP:Iteration 20F (2886.790000 sec): 3 clusters
  Score: Raw -2655548.026322 + Penalty 3257.201702 = -2652290.824620
  nChanged 1
		SP:Iteration 21Q (2886.830000 sec): 3 clusters
  Score: Raw -2655548.356873 + Penalty 3257.201702 = -2652291.155171
  nChanged 0
		SP:Iteration 22F (2886.890000 sec): 3 clusters
  Score: Raw -2655548.356873 + Penalty 3257.201702 = -2652291.155171
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2886.920000 sec): 2 clusters
  Score: Raw -782977.371815 + Penalty 1433.099522 = -781544.272293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2886.940000 sec): 3 clusters
  Score: Raw -779369.351087 + Penalty 2866.199045 = -776503.152043
  nChanged 2759
		SP:Iteration 1F (2886.960000 sec): 3 clusters
  Score: Raw -780791.713403 + Penalty 2866.199045 = -777925.514359
  nChanged 460
		SP:Iteration 2F (2886.970000 sec): 3 clusters
  Score: Raw -781029.269003 + Penalty 2866.199045 = -778163.069959
  nChanged 388
		SP:Iteration 3F (2886.990000 sec): 3 clusters
  Score: Raw -781231.246180 + Penalty 2866.199045 = -778365.047136
  nChanged 358
		SP:Iteration 4F (2887.010000 sec): 3 clusters
  Score: Raw -781445.872258 + Penalty 2866.199045 = -778579.673213
  nChanged 351
		SP:Iteration 5F (2887.030000 sec): 3 clusters
  Score: Raw -781654.893708 + Penalty 2866.199045 = -778788.694663
  nChanged 322
		SP:Iteration 6Q (2887.040000 sec): 3 clusters
  Score: Raw -781828.451292 + Penalty 2866.199045 = -778962.252248
  nChanged 277
		SP:Iteration 7Q (2887.060000 sec): 3 clusters
  Score: Raw -781991.358120 + Penalty 2866.199045 = -779125.159075
  nChanged 240
		SP:Iteration 8Q (2887.080000 sec): 3 clusters
  Score: Raw -782148.038948 + Penalty 2866.199045 = -779281.839903
  nChanged 255
		SP:Iteration 9Q (2887.090000 sec): 3 clusters
  Score: Raw -782320.145441 + Penalty 2866.199045 = -779453.946397
  nChanged 230
		SP:Iteration 10Q (2887.110000 sec): 3 clusters
  Score: Raw -782499.023272 + Penalty 2866.199045 = -779632.824227
  nChanged 243
		SP:Iteration 11Q (2887.130000 sec): 3 clusters
  Score: Raw -782674.640321 + Penalty 2866.199045 = -779808.441276
  nChanged 192
		SP:Iteration 12Q (2887.140000 sec): 3 clusters
  Score: Raw -782821.326245 + Penalty 2866.199045 = -779955.127201
  nChanged 154
		SP:Iteration 13Q (2887.160000 sec): 3 clusters
  Score: Raw -782941.182136 + Penalty 2866.199045 = -780074.983092
  nChanged 127
		SP:Iteration 14Q (2887.170000 sec): 3 clusters
  Score: Raw -783031.013448 + Penalty 2866.199045 = -780164.814403
  nChanged 91
		SP:Iteration 15Q (2887.190000 sec): 3 clusters
  Score: Raw -783096.210894 + Penalty 2866.199045 = -780230.011849
  nChanged 79
		SP:Iteration 16Q (2887.210000 sec): 3 clusters
  Score: Raw -783139.265361 + Penalty 2866.199045 = -780273.066317
  nChanged 43
		SP:Iteration 17Q (2887.220000 sec): 3 clusters
  Score: Raw -783165.990797 + Penalty 2866.199045 = -780299.791752
  nChanged 42
		SP:Iteration 18Q (2887.230000 sec): 3 clusters
  Score: Raw -783188.687291 + Penalty 2866.199045 = -780322.488247
  nChanged 35
		SP:Iteration 19Q (2887.250000 sec): 3 clusters
  Score: Raw -783210.455141 + Penalty 2866.199045 = -780344.256097
  nChanged 29
		SP:Iteration 20F (2887.270000 sec): 3 clusters
  Score: Raw -783232.634266 + Penalty 2866.199045 = -780366.435222
  nChanged 32
		SP:Iteration 21Q (2887.280000 sec): 3 clusters
  Score: Raw -783252.842723 + Penalty 2866.199045 = -780386.643679
  nChanged 27
		SP:Iteration 22Q (2887.290000 sec): 3 clusters
  Score: Raw -783264.199339 + Penalty 2866.199045 = -780398.000294
  nChanged 14
		SP:Iteration 23Q (2887.310000 sec): 3 clusters
  Score: Raw -783271.271682 + Penalty 2866.199045 = -780405.072637
  nChanged 13
		SP:Iteration 24Q (2887.320000 sec): 3 clusters
  Score: Raw -783277.186619 + Penalty 2866.199045 = -780410.987575
  nChanged 10
		SP:Iteration 25Q (2887.330000 sec): 3 clusters
  Score: Raw -783281.783442 + Penalty 2866.199045 = -780415.584398
  nChanged 8
		SP:Iteration 26Q (2887.350000 sec): 3 clusters
  Score: Raw -783286.082011 + Penalty 2866.199045 = -780419.882967
  nChanged 6
		SP:Iteration 27Q (2887.360000 sec): 3 clusters
  Score: Raw -783287.832536 + Penalty 2866.199045 = -780421.633492
  nChanged 5
		SP:Iteration 28Q (2887.370000 sec): 3 clusters
  Score: Raw -783288.936235 + Penalty 2866.199045 = -780422.737190
  nChanged 3
		SP:Iteration 29Q (2887.390000 sec): 3 clusters
  Score: Raw -783289.678844 + Penalty 2866.199045 = -780423.479799
  nChanged 3
		SP:Iteration 30Q (2887.400000 sec): 3 clusters
  Score: Raw -783290.322411 + Penalty 2866.199045 = -780424.123366
  nChanged 2
		SP:Iteration 31Q (2887.410000 sec): 3 clusters
  Score: Raw -783291.737739 + Penalty 2866.199045 = -780425.538694
  nChanged 1
		SP:Iteration 32Q (2887.430000 sec): 3 clusters
  Score: Raw -783292.317300 + Penalty 2866.199045 = -780426.118256
  nChanged 4
		SP:Iteration 33Q (2887.440000 sec): 3 clusters
  Score: Raw -783294.066960 + Penalty 2866.199045 = -780427.867915
  nChanged 0
		SP:Iteration 34F (2887.460000 sec): 3 clusters
  Score: Raw -783294.066960 + Penalty 2866.199045 = -780427.867915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2887.470000 sec): 2 clusters
  Score: Raw -388292.275672 + Penalty 1323.510367 = -386968.765305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2887.480000 sec): 3 clusters
  Score: Raw -386612.678484 + Penalty 2647.020735 = -383965.657749
  nChanged 1305
		SP:Iteration 1F (2887.490000 sec): 3 clusters
  Score: Raw -387341.650583 + Penalty 2647.020735 = -384694.629849
  nChanged 275
		SP:Iteration 2F (2887.500000 sec): 3 clusters
  Score: Raw -387517.194982 + Penalty 2647.020735 = -384870.174248
  nChanged 206
		SP:Iteration 3F (2887.510000 sec): 3 clusters
  Score: Raw -387631.613921 + Penalty 2647.020735 = -384984.593186
  nChanged 139
		SP:Iteration 4Q (2887.520000 sec): 3 clusters
  Score: Raw -387698.339036 + Penalty 2647.020735 = -385051.318302
  nChanged 114
		SP:Iteration 5Q (2887.530000 sec): 3 clusters
  Score: Raw -387750.889519 + Penalty 2647.020735 = -385103.868784
  nChanged 86
		SP:Iteration 6Q (2887.530000 sec): 3 clusters
  Score: Raw -387787.688272 + Penalty 2647.020735 = -385140.667538
  nChanged 50
		SP:Iteration 7Q (2887.540000 sec): 3 clusters
  Score: Raw -387806.908946 + Penalty 2647.020735 = -385159.888211
  nChanged 52
		SP:Iteration 8Q (2887.550000 sec): 3 clusters
  Score: Raw -387826.551050 + Penalty 2647.020735 = -385179.530315
  nChanged 37
		SP:Iteration 9Q (2887.560000 sec): 3 clusters
  Score: Raw -387839.973201 + Penalty 2647.020735 = -385192.952467
  nChanged 37
		SP:Iteration 10Q (2887.570000 sec): 3 clusters
  Score: Raw -387854.379391 + Penalty 2647.020735 = -385207.358657
  nChanged 43
		SP:Iteration 11Q (2887.580000 sec): 3 clusters
  Score: Raw -387869.604581 + Penalty 2647.020735 = -385222.583847
  nChanged 44
		SP:Iteration 12Q (2887.590000 sec): 3 clusters
  Score: Raw -387886.795153 + Penalty 2647.020735 = -385239.774418
  nChanged 43
		SP:Iteration 13Q (2887.590000 sec): 3 clusters
  Score: Raw -387905.246685 + Penalty 2647.020735 = -385258.225950
  nChanged 54
		SP:Iteration 14Q (2887.600000 sec): 3 clusters
  Score: Raw -387925.257112 + Penalty 2647.020735 = -385278.236378
  nChanged 48
		SP:Iteration 15Q (2887.610000 sec): 3 clusters
  Score: Raw -387939.105268 + Penalty 2647.020735 = -385292.084533
  nChanged 43
		SP:Iteration 16Q (2887.620000 sec): 3 clusters
  Score: Raw -387954.854713 + Penalty 2647.020735 = -385307.833978
  nChanged 43
		SP:Iteration 17Q (2887.630000 sec): 3 clusters
  Score: Raw -387974.155071 + Penalty 2647.020735 = -385327.134336
  nChanged 49
		SP:Iteration 18Q (2887.640000 sec): 3 clusters
  Score: Raw -387991.040222 + Penalty 2647.020735 = -385344.019488
  nChanged 49
		SP:Iteration 19Q (2887.650000 sec): 3 clusters
  Score: Raw -388011.314665 + Penalty 2647.020735 = -385364.293931
  nChanged 67
		SP:Iteration 20F (2887.650000 sec): 3 clusters
  Score: Raw -388046.792662 + Penalty 2647.020735 = -385399.771927
  nChanged 74
		SP:Iteration 21Q (2887.660000 sec): 3 clusters
  Score: Raw -388093.691625 + Penalty 2647.020735 = -385446.670890
  nChanged 88
		SP:Iteration 22Q (2887.670000 sec): 3 clusters
  Score: Raw -388147.076820 + Penalty 2647.020735 = -385500.056086
  nChanged 74
		SP:Iteration 23Q (2887.680000 sec): 3 clusters
  Score: Raw -388193.785657 + Penalty 2647.020735 = -385546.764923
  nChanged 73
		SP:Iteration 24Q (2887.690000 sec): 3 clusters
  Score: Raw -388237.854956 + Penalty 2647.020735 = -385590.834221
  nChanged 68
		SP:Iteration 25Q (2887.700000 sec): 3 clusters
  Score: Raw -388275.512471 + Penalty 2647.020735 = -385628.491736
  nChanged 49
		SP:Iteration 26Q (2887.710000 sec): 3 clusters
  Score: Raw -388301.360036 + Penalty 2647.020735 = -385654.339301
  nChanged 59
		SP:Iteration 27Q (2887.710000 sec): 3 clusters
  Score: Raw -388333.663747 + Penalty 2647.020735 = -385686.643012
  nChanged 53
		SP:Iteration 28Q (2887.720000 sec): 3 clusters
  Score: Raw -388365.502937 + Penalty 2647.020735 = -385718.482203
  nChanged 52
		SP:Iteration 29Q (2887.730000 sec): 3 clusters
  Score: Raw -388399.425059 + Penalty 2647.020735 = -385752.404324
  nChanged 55
		SP:Iteration 30Q (2887.740000 sec): 3 clusters
  Score: Raw -388436.053912 + Penalty 2647.020735 = -385789.033177
  nChanged 50
		SP:Iteration 31Q (2887.750000 sec): 3 clusters
  Score: Raw -388467.938003 + Penalty 2647.020735 = -385820.917268
  nChanged 30
		SP:Iteration 32Q (2887.750000 sec): 3 clusters
  Score: Raw -388483.164319 + Penalty 2647.020735 = -385836.143584
  nChanged 23
		SP:Iteration 33Q (2887.760000 sec): 3 clusters
  Score: Raw -388496.307843 + Penalty 2647.020735 = -385849.287108
  nChanged 24
		SP:Iteration 34Q (2887.770000 sec): 3 clusters
  Score: Raw -388509.510217 + Penalty 2647.020735 = -385862.489483
  nChanged 16
		SP:Iteration 35Q (2887.780000 sec): 3 clusters
  Score: Raw -388518.985109 + Penalty 2647.020735 = -385871.964374
  nChanged 12
		SP:Iteration 36Q (2887.790000 sec): 3 clusters
  Score: Raw -388524.803473 + Penalty 2647.020735 = -385877.782738
  nChanged 4
		SP:Iteration 37Q (2887.790000 sec): 3 clusters
  Score: Raw -388527.487609 + Penalty 2647.020735 = -385880.466874
  nChanged 7
		SP:Iteration 38Q (2887.800000 sec): 3 clusters
  Score: Raw -388531.562897 + Penalty 2647.020735 = -385884.542163
  nChanged 6
		SP:Iteration 39Q (2887.810000 sec): 3 clusters
  Score: Raw -388534.758699 + Penalty 2647.020735 = -385887.737965
  nChanged 3
		SP:Iteration 40F (2887.820000 sec): 3 clusters
  Score: Raw -388535.976378 + Penalty 2647.020735 = -385888.955643
  nChanged 2
		SP:Iteration 41Q (2887.830000 sec): 3 clusters
  Score: Raw -388537.543508 + Penalty 2647.020735 = -385890.522773
  nChanged 1
		SP:Iteration 42Q (2887.830000 sec): 3 clusters
  Score: Raw -388537.916450 + Penalty 2647.020735 = -385890.895715
  nChanged 1
		SP:Iteration 43Q (2887.840000 sec): 3 clusters
  Score: Raw -388538.701261 + Penalty 2647.020735 = -385891.680527
  nChanged 1
		SP:Iteration 44Q (2887.850000 sec): 3 clusters
  Score: Raw -388540.286872 + Penalty 2647.020735 = -385893.266138
  nChanged 2
		SP:Iteration 45Q (2887.850000 sec): 3 clusters
  Score: Raw -388541.937658 + Penalty 2647.020735 = -385894.916924
  nChanged 2
		SP:Iteration 46Q (2887.860000 sec): 3 clusters
  Score: Raw -388543.003575 + Penalty 2647.020735 = -385895.982840
  nChanged 2
		SP:Iteration 47Q (2887.870000 sec): 3 clusters
  Score: Raw -388543.499185 + Penalty 2647.020735 = -385896.478450
  nChanged 0
		SP:Iteration 48F (2887.870000 sec): 3 clusters
  Score: Raw -388543.499185 + Penalty 2647.020735 = -385896.478450
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2887.890000 sec): 2 clusters
  Score: Raw -150533.943687 + Penalty 1171.637940 = -149362.305748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2887.890000 sec): 3 clusters
  Score: Raw -150047.312484 + Penalty 2343.275879 = -147704.036604
  nChanged 427
		SP:Iteration 1F (2887.890000 sec): 3 clusters
  Score: Raw -150412.553727 + Penalty 2343.275879 = -148069.277848
  nChanged 116
		SP:Iteration 2F (2887.890000 sec): 3 clusters
  Score: Raw -150523.025349 + Penalty 2343.275879 = -148179.749470
  nChanged 76
		SP:Iteration 3F (2887.900000 sec): 3 clusters
  Score: Raw -150623.940727 + Penalty 2343.275879 = -148280.664848
  nChanged 69
		SP:Iteration 4F (2887.900000 sec): 3 clusters
  Score: Raw -150715.337100 + Penalty 2343.275879 = -148372.061221
  nChanged 70
		SP:Iteration 5F (2887.910000 sec): 3 clusters
  Score: Raw -150841.013608 + Penalty 2343.275879 = -148497.737729
  nChanged 73
		SP:Iteration 6F (2887.910000 sec): 3 clusters
  Score: Raw -150980.973842 + Penalty 2343.275879 = -148637.697962
  nChanged 57
		SP:Iteration 7Q (2887.910000 sec): 3 clusters
  Score: Raw -151091.793785 + Penalty 2343.275879 = -148748.517906
  nChanged 52
		SP:Iteration 8Q (2887.910000 sec): 3 clusters
  Score: Raw -151196.387176 + Penalty 2343.275879 = -148853.111297
  nChanged 40
		SP:Iteration 9Q (2887.920000 sec): 3 clusters
  Score: Raw -151266.884013 + Penalty 2343.275879 = -148923.608134
  nChanged 33
		SP:Iteration 10Q (2887.920000 sec): 3 clusters
  Score: Raw -151339.317452 + Penalty 2343.275879 = -148996.041573
  nChanged 25
		SP:Iteration 11Q (2887.920000 sec): 3 clusters
  Score: Raw -151382.227838 + Penalty 2343.275879 = -149038.951958
  nChanged 29
		SP:Iteration 12Q (2887.930000 sec): 3 clusters
  Score: Raw -151412.133487 + Penalty 2343.275879 = -149068.857608
  nChanged 13
		SP:Iteration 13Q (2887.930000 sec): 3 clusters
  Score: Raw -151424.059523 + Penalty 2343.275879 = -149080.783644
  nChanged 9
		SP:Iteration 14Q (2887.930000 sec): 3 clusters
  Score: Raw -151433.995191 + Penalty 2343.275879 = -149090.719312
  nChanged 8
		SP:Iteration 15Q (2887.930000 sec): 3 clusters
  Score: Raw -151441.649371 + Penalty 2343.275879 = -149098.373492
  nChanged 5
		SP:Iteration 16Q (2887.940000 sec): 3 clusters
  Score: Raw -151445.177189 + Penalty 2343.275879 = -149101.901310
  nChanged 6
		SP:Iteration 17Q (2887.940000 sec): 3 clusters
  Score: Raw -151449.079949 + Penalty 2343.275879 = -149105.804070
  nChanged 6
		SP:Iteration 18Q (2887.940000 sec): 3 clusters
  Score: Raw -151453.232620 + Penalty 2343.275879 = -149109.956741
  nChanged 6
		SP:Iteration 19Q (2887.950000 sec): 3 clusters
  Score: Raw -151456.809520 + Penalty 2343.275879 = -149113.533641
  nChanged 5
		SP:Iteration 20F (2887.950000 sec): 3 clusters
  Score: Raw -151460.444787 + Penalty 2343.275879 = -149117.168908
  nChanged 3
		SP:Iteration 21Q (2887.950000 sec): 3 clusters
  Score: Raw -151463.093805 + Penalty 2343.275879 = -149119.817926
  nChanged 1
		SP:Iteration 22Q (2887.950000 sec): 3 clusters
  Score: Raw -151463.398794 + Penalty 2343.275879 = -149120.122915
  nChanged 0
		SP:Iteration 23F (2887.960000 sec): 3 clusters
  Score: Raw -151463.398794 + Penalty 2343.275879 = -149120.122915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (56665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2888.140000 sec): 2 clusters
  Score: Raw -6670344.493746 + Penalty 1778.548202 = -6668565.945544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2888.290000 sec): 3 clusters
  Score: Raw -6634225.181933 + Penalty 3557.096405 = -6630668.085529
  nChanged 26706
		SP:Iteration 1F (2888.440000 sec): 3 clusters
  Score: Raw -6649518.874210 + Penalty 3557.096405 = -6645961.777806
  nChanged 2353
		SP:Iteration 2Q (2888.590000 sec): 3 clusters
  Score: Raw -6650271.364640 + Penalty 3557.096405 = -6646714.268235
  nChanged 2428
		SP:Iteration 3Q (2888.750000 sec): 3 clusters
  Score: Raw -6651178.665636 + Penalty 3557.096405 = -6647621.569231
  nChanged 2600
		SP:Iteration 4Q (2888.910000 sec): 3 clusters
  Score: Raw -6652322.235156 + Penalty 3557.096405 = -6648765.138751
  nChanged 2867
		SP:Iteration 5F (2889.050000 sec): 3 clusters
  Score: Raw -6653838.551392 + Penalty 3557.096405 = -6650281.454987
  nChanged 3272
		SP:Iteration 6F (2889.210000 sec): 3 clusters
  Score: Raw -6655977.391387 + Penalty 3557.096405 = -6652420.294982
  nChanged 3687
		SP:Iteration 7F (2889.350000 sec): 3 clusters
  Score: Raw -6658869.421828 + Penalty 3557.096405 = -6655312.325423
  nChanged 3749
		SP:Iteration 8F (2889.510000 sec): 3 clusters
  Score: Raw -6662043.150495 + Penalty 3557.096405 = -6658486.054090
  nChanged 3195
		SP:Iteration 9F (2889.650000 sec): 3 clusters
  Score: Raw -6664749.541135 + Penalty 3557.096405 = -6661192.444730
  nChanged 2421
		SP:Iteration 10Q (2889.790000 sec): 3 clusters
  Score: Raw -6666716.003576 + Penalty 3557.096405 = -6663158.907171
  nChanged 1780
		SP:Iteration 11Q (2889.930000 sec): 3 clusters
  Score: Raw -6668120.978602 + Penalty 3557.096405 = -6664563.882197
  nChanged 1221
		SP:Iteration 12Q (2890.050000 sec): 3 clusters
  Score: Raw -6669044.888190 + Penalty 3557.096405 = -6665487.791785
  nChanged 790
		SP:Iteration 13Q (2890.170000 sec): 3 clusters
  Score: Raw -6669624.943121 + Penalty 3557.096405 = -6666067.846716
  nChanged 507
		SP:Iteration 14Q (2890.280000 sec): 3 clusters
  Score: Raw -6669988.250365 + Penalty 3557.096405 = -6666431.153961
  nChanged 337
		SP:Iteration 15Q (2890.390000 sec): 3 clusters
  Score: Raw -6670224.620284 + Penalty 3557.096405 = -6666667.523879
  nChanged 198
		SP:Iteration 16Q (2890.490000 sec): 3 clusters
  Score: Raw -6670363.802858 + Penalty 3557.096405 = -6666806.706453
  nChanged 120
		SP:Iteration 17Q (2890.600000 sec): 3 clusters
  Score: Raw -6670440.183229 + Penalty 3557.096405 = -6666883.086824
  nChanged 84
		SP:Iteration 18Q (2890.710000 sec): 3 clusters
  Score: Raw -6670504.118249 + Penalty 3557.096405 = -6666947.021845
  nChanged 70
		SP:Iteration 19Q (2890.820000 sec): 3 clusters
  Score: Raw -6670553.413779 + Penalty 3557.096405 = -6666996.317374
  nChanged 44
		SP:Iteration 20F (2890.970000 sec): 3 clusters
  Score: Raw -6670579.680963 + Penalty 3557.096405 = -6667022.584558
  nChanged 29
		SP:Iteration 21Q (2891.070000 sec): 3 clusters
  Score: Raw -6670598.972267 + Penalty 3557.096405 = -6667041.875862
  nChanged 23
		SP:Iteration 22Q (2891.180000 sec): 3 clusters
  Score: Raw -6670612.960587 + Penalty 3557.096405 = -6667055.864182
  nChanged 21
		SP:Iteration 23Q (2891.290000 sec): 3 clusters
  Score: Raw -6670627.093367 + Penalty 3557.096405 = -6667069.996962
  nChanged 14
		SP:Iteration 24Q (2891.400000 sec): 3 clusters
  Score: Raw -6670639.841891 + Penalty 3557.096405 = -6667082.745486
  nChanged 17
		SP:Iteration 25Q (2891.500000 sec): 3 clusters
  Score: Raw -6670651.304329 + Penalty 3557.096405 = -6667094.207924
  nChanged 12
		SP:Iteration 26Q (2891.610000 sec): 3 clusters
  Score: Raw -6670659.222329 + Penalty 3557.096405 = -6667102.125924
  nChanged 15
		SP:Iteration 27Q (2891.710000 sec): 3 clusters
  Score: Raw -6670669.463142 + Penalty 3557.096405 = -6667112.366737
  nChanged 9
		SP:Iteration 28Q (2891.820000 sec): 3 clusters
  Score: Raw -6670674.321390 + Penalty 3557.096405 = -6667117.224985
  nChanged 7
		SP:Iteration 29Q (2891.920000 sec): 3 clusters
  Score: Raw -6670679.513524 + Penalty 3557.096405 = -6667122.417119
  nChanged 6
		SP:Iteration 30Q (2892.020000 sec): 3 clusters
  Score: Raw -6670683.674896 + Penalty 3557.096405 = -6667126.578491
  nChanged 6
		SP:Iteration 31Q (2892.130000 sec): 3 clusters
  Score: Raw -6670688.268724 + Penalty 3557.096405 = -6667131.172319
  nChanged 7
		SP:Iteration 32Q (2892.230000 sec): 3 clusters
  Score: Raw -6670693.669922 + Penalty 3557.096405 = -6667136.573517
  nChanged 5
		SP:Iteration 33Q (2892.330000 sec): 3 clusters
  Score: Raw -6670697.519463 + Penalty 3557.096405 = -6667140.423058
  nChanged 3
		SP:Iteration 34Q (2892.430000 sec): 3 clusters
  Score: Raw -6670698.711884 + Penalty 3557.096405 = -6667141.615479
  nChanged 2
		SP:Iteration 35Q (2892.530000 sec): 3 clusters
  Score: Raw -6670699.899795 + Penalty 3557.096405 = -6667142.803390
  nChanged 2
		SP:Iteration 36Q (2892.640000 sec): 3 clusters
  Score: Raw -6670701.291742 + Penalty 3557.096405 = -6667144.195337
  nChanged 0
		SP:Iteration 37F (2892.790000 sec): 3 clusters
  Score: Raw -6670701.291742 + Penalty 3557.096405 = -6667144.195337
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2892.820000 sec): 2 clusters
  Score: Raw -51494.454554 + Penalty 1011.490745 = -50482.963809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2892.820000 sec): 3 clusters
  Score: Raw -51601.765210 + Penalty 2022.981490 = -49578.783721
  nChanged 147
		SP:Iteration 1F (2892.820000 sec): 3 clusters
  Score: Raw -51926.130429 + Penalty 2022.981490 = -49903.148939
  nChanged 49
		SP:Iteration 2F (2892.820000 sec): 3 clusters
  Score: Raw -52020.612788 + Penalty 2022.981490 = -49997.631298
  nChanged 42
		SP:Iteration 3F (2892.830000 sec): 3 clusters
  Score: Raw -52112.375878 + Penalty 2022.981490 = -50089.394388
  nChanged 43
		SP:Iteration 4F (2892.830000 sec): 3 clusters
  Score: Raw -52228.724067 + Penalty 2022.981490 = -50205.742577
  nChanged 28
		SP:Iteration 5F (2892.830000 sec): 3 clusters
  Score: Raw -52307.629833 + Penalty 2022.981490 = -50284.648343
  nChanged 12
		SP:Iteration 6Q (2892.830000 sec): 3 clusters
  Score: Raw -52327.840623 + Penalty 2022.981490 = -50304.859134
  nChanged 5
		SP:Iteration 7Q (2892.830000 sec): 3 clusters
  Score: Raw -52339.007201 + Penalty 2022.981490 = -50316.025712
  nChanged 4
		SP:Iteration 8Q (2892.830000 sec): 3 clusters
  Score: Raw -52346.126841 + Penalty 2022.981490 = -50323.145352
  nChanged 2
		SP:Iteration 9Q (2892.830000 sec): 3 clusters
  Score: Raw -52352.964089 + Penalty 2022.981490 = -50329.982600
  nChanged 2
		SP:Iteration 10Q (2892.830000 sec): 3 clusters
  Score: Raw -52356.525628 + Penalty 2022.981490 = -50333.544138
  nChanged 0
		SP:Iteration 11F (2892.830000 sec): 3 clusters
  Score: Raw -52356.525628 + Penalty 2022.981490 = -50333.544138
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (7906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2892.860000 sec): 2 clusters
  Score: Raw -883567.497933 + Penalty 1458.498802 = -882108.999131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2892.880000 sec): 3 clusters
  Score: Raw -879150.238831 + Penalty 2916.997604 = -876233.241227
  nChanged 3362
		SP:Iteration 1F (2892.900000 sec): 3 clusters
  Score: Raw -880904.874158 + Penalty 2916.997604 = -877987.876554
  nChanged 494
		SP:Iteration 2F (2892.920000 sec): 3 clusters
  Score: Raw -881131.233013 + Penalty 2916.997604 = -878214.235409
  nChanged 408
		SP:Iteration 3F (2892.940000 sec): 3 clusters
  Score: Raw -881303.464793 + Penalty 2916.997604 = -878386.467189
  nChanged 379
		SP:Iteration 4Q (2892.960000 sec): 3 clusters
  Score: Raw -881469.247850 + Penalty 2916.997604 = -878552.250246
  nChanged 330
		SP:Iteration 5Q (2892.980000 sec): 3 clusters
  Score: Raw -881624.289562 + Penalty 2916.997604 = -878707.291958
  nChanged 325
		SP:Iteration 6Q (2893.000000 sec): 3 clusters
  Score: Raw -881782.473137 + Penalty 2916.997604 = -878865.475532
  nChanged 326
		SP:Iteration 7Q (2893.020000 sec): 3 clusters
  Score: Raw -881955.557387 + Penalty 2916.997604 = -879038.559782
  nChanged 319
		SP:Iteration 8Q (2893.040000 sec): 3 clusters
  Score: Raw -882137.435014 + Penalty 2916.997604 = -879220.437410
  nChanged 315
		SP:Iteration 9Q (2893.060000 sec): 3 clusters
  Score: Raw -882313.638848 + Penalty 2916.997604 = -879396.641243
  nChanged 313
		SP:Iteration 10Q (2893.080000 sec): 3 clusters
  Score: Raw -882493.418202 + Penalty 2916.997604 = -879576.420598
  nChanged 293
		SP:Iteration 11Q (2893.100000 sec): 3 clusters
  Score: Raw -882655.713659 + Penalty 2916.997604 = -879738.716055
  nChanged 243
		SP:Iteration 12Q (2893.120000 sec): 3 clusters
  Score: Raw -882796.333080 + Penalty 2916.997604 = -879879.335476
  nChanged 236
		SP:Iteration 13Q (2893.140000 sec): 3 clusters
  Score: Raw -882971.320149 + Penalty 2916.997604 = -880054.322544
  nChanged 248
		SP:Iteration 14Q (2893.160000 sec): 3 clusters
  Score: Raw -883141.159814 + Penalty 2916.997604 = -880224.162210
  nChanged 223
		SP:Iteration 15Q (2893.180000 sec): 3 clusters
  Score: Raw -883274.024580 + Penalty 2916.997604 = -880357.026976
  nChanged 142
		SP:Iteration 16Q (2893.200000 sec): 3 clusters
  Score: Raw -883353.060042 + Penalty 2916.997604 = -880436.062438
  nChanged 125
		SP:Iteration 17Q (2893.220000 sec): 3 clusters
  Score: Raw -883411.739659 + Penalty 2916.997604 = -880494.742055
  nChanged 121
		SP:Iteration 18Q (2893.230000 sec): 3 clusters
  Score: Raw -883475.593842 + Penalty 2916.997604 = -880558.596238
  nChanged 111
		SP:Iteration 19Q (2893.250000 sec): 3 clusters
  Score: Raw -883537.972505 + Penalty 2916.997604 = -880620.974901
  nChanged 115
		SP:Iteration 20F (2893.270000 sec): 3 clusters
  Score: Raw -883598.523023 + Penalty 2916.997604 = -880681.525418
  nChanged 91
		SP:Iteration 21Q (2893.290000 sec): 3 clusters
  Score: Raw -883650.422766 + Penalty 2916.997604 = -880733.425162
  nChanged 77
		SP:Iteration 22Q (2893.310000 sec): 3 clusters
  Score: Raw -883697.826546 + Penalty 2916.997604 = -880780.828942
  nChanged 67
		SP:Iteration 23Q (2893.330000 sec): 3 clusters
  Score: Raw -883741.847002 + Penalty 2916.997604 = -880824.849398
  nChanged 65
		SP:Iteration 24Q (2893.340000 sec): 3 clusters
  Score: Raw -883776.267058 + Penalty 2916.997604 = -880859.269454
  nChanged 65
		SP:Iteration 25Q (2893.350000 sec): 3 clusters
  Score: Raw -883811.611486 + Penalty 2916.997604 = -880894.613882
  nChanged 51
		SP:Iteration 26Q (2893.370000 sec): 3 clusters
  Score: Raw -883837.017573 + Penalty 2916.997604 = -880920.019969
  nChanged 45
		SP:Iteration 27Q (2893.390000 sec): 3 clusters
  Score: Raw -883867.700975 + Penalty 2916.997604 = -880950.703371
  nChanged 49
		SP:Iteration 28Q (2893.410000 sec): 3 clusters
  Score: Raw -883905.952417 + Penalty 2916.997604 = -880988.954813
  nChanged 42
		SP:Iteration 29Q (2893.420000 sec): 3 clusters
  Score: Raw -883937.574188 + Penalty 2916.997604 = -881020.576584
  nChanged 37
		SP:Iteration 30Q (2893.440000 sec): 3 clusters
  Score: Raw -883960.470405 + Penalty 2916.997604 = -881043.472801
  nChanged 31
		SP:Iteration 31Q (2893.450000 sec): 3 clusters
  Score: Raw -883981.863842 + Penalty 2916.997604 = -881064.866238
  nChanged 31
		SP:Iteration 32Q (2893.470000 sec): 3 clusters
  Score: Raw -884006.048703 + Penalty 2916.997604 = -881089.051099
  nChanged 29
		SP:Iteration 33Q (2893.480000 sec): 3 clusters
  Score: Raw -884029.176330 + Penalty 2916.997604 = -881112.178725
  nChanged 29
		SP:Iteration 34Q (2893.500000 sec): 3 clusters
  Score: Raw -884058.988494 + Penalty 2916.997604 = -881141.990890
  nChanged 29
		SP:Iteration 35Q (2893.510000 sec): 3 clusters
  Score: Raw -884077.409103 + Penalty 2916.997604 = -881160.411498
  nChanged 28
		SP:Iteration 36Q (2893.530000 sec): 3 clusters
  Score: Raw -884098.111309 + Penalty 2916.997604 = -881181.113705
  nChanged 27
		SP:Iteration 37Q (2893.550000 sec): 3 clusters
  Score: Raw -884121.048017 + Penalty 2916.997604 = -881204.050413
  nChanged 17
		SP:Iteration 38Q (2893.560000 sec): 3 clusters
  Score: Raw -884129.681625 + Penalty 2916.997604 = -881212.684021
  nChanged 8
		SP:Iteration 39Q (2893.570000 sec): 3 clusters
  Score: Raw -884132.595388 + Penalty 2916.997604 = -881215.597784
  nChanged 3
		SP:Iteration 40F (2893.590000 sec): 3 clusters
  Score: Raw -884134.580298 + Penalty 2916.997604 = -881217.582694
  nChanged 8
		SP:Iteration 41Q (2893.610000 sec): 3 clusters
  Score: Raw -884139.227520 + Penalty 2916.997604 = -881222.229915
  nChanged 7
		SP:Iteration 42Q (2893.630000 sec): 3 clusters
  Score: Raw -884143.984351 + Penalty 2916.997604 = -881226.986747
  nChanged 8
		SP:Iteration 43Q (2893.640000 sec): 3 clusters
  Score: Raw -884148.289445 + Penalty 2916.997604 = -881231.291841
  nChanged 4
		SP:Iteration 44Q (2893.650000 sec): 3 clusters
  Score: Raw -884149.764773 + Penalty 2916.997604 = -881232.767169
  nChanged 3
		SP:Iteration 45Q (2893.670000 sec): 3 clusters
  Score: Raw -884150.949032 + Penalty 2916.997604 = -881233.951427
  nChanged 3
		SP:Iteration 46Q (2893.680000 sec): 3 clusters
  Score: Raw -884152.229453 + Penalty 2916.997604 = -881235.231848
  nChanged 0
		SP:Iteration 47F (2893.700000 sec): 3 clusters
  Score: Raw -884152.229453 + Penalty 2916.997604 = -881235.231848
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2893.720000 sec): 2 clusters
  Score: Raw -324413.312272 + Penalty 1302.544362 = -323110.767910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2893.730000 sec): 3 clusters
  Score: Raw -323000.009038 + Penalty 2605.088725 = -320394.920313
  nChanged 1134
		SP:Iteration 1F (2893.730000 sec): 3 clusters
  Score: Raw -323769.094670 + Penalty 2605.088725 = -321164.005945
  nChanged 289
		SP:Iteration 2F (2893.740000 sec): 3 clusters
  Score: Raw -324045.517564 + Penalty 2605.088725 = -321440.428839
  nChanged 220
		SP:Iteration 3F (2893.750000 sec): 3 clusters
  Score: Raw -324304.844810 + Penalty 2605.088725 = -321699.756086
  nChanged 213
		SP:Iteration 4F (2893.760000 sec): 3 clusters
  Score: Raw -324563.026382 + Penalty 2605.088725 = -321957.937658
  nChanged 166
		SP:Iteration 5F (2893.760000 sec): 3 clusters
  Score: Raw -324743.604484 + Penalty 2605.088725 = -322138.515759
  nChanged 158
		SP:Iteration 6F (2893.770000 sec): 3 clusters
  Score: Raw -324893.427805 + Penalty 2605.088725 = -322288.339081
  nChanged 136
		SP:Iteration 7Q (2893.780000 sec): 3 clusters
  Score: Raw -325001.310265 + Penalty 2605.088725 = -322396.221540
  nChanged 104
		SP:Iteration 8Q (2893.790000 sec): 3 clusters
  Score: Raw -325082.591508 + Penalty 2605.088725 = -322477.502784
  nChanged 87
		SP:Iteration 9Q (2893.790000 sec): 3 clusters
  Score: Raw -325149.038988 + Penalty 2605.088725 = -322543.950264
  nChanged 64
		SP:Iteration 10Q (2893.800000 sec): 3 clusters
  Score: Raw -325190.354139 + Penalty 2605.088725 = -322585.265414
  nChanged 52
		SP:Iteration 11Q (2893.810000 sec): 3 clusters
  Score: Raw -325221.895403 + Penalty 2605.088725 = -322616.806678
  nChanged 44
		SP:Iteration 12Q (2893.810000 sec): 3 clusters
  Score: Raw -325243.226237 + Penalty 2605.088725 = -322638.137512
  nChanged 28
		SP:Iteration 13Q (2893.820000 sec): 3 clusters
  Score: Raw -325257.816557 + Penalty 2605.088725 = -322652.727833
  nChanged 24
		SP:Iteration 14Q (2893.830000 sec): 3 clusters
  Score: Raw -325267.353917 + Penalty 2605.088725 = -322662.265193
  nChanged 16
		SP:Iteration 15Q (2893.830000 sec): 3 clusters
  Score: Raw -325272.092583 + Penalty 2605.088725 = -322667.003859
  nChanged 8
		SP:Iteration 16Q (2893.840000 sec): 3 clusters
  Score: Raw -325274.523322 + Penalty 2605.088725 = -322669.434598
  nChanged 5
		SP:Iteration 17Q (2893.850000 sec): 3 clusters
  Score: Raw -325275.820726 + Penalty 2605.088725 = -322670.732002
  nChanged 6
		SP:Iteration 18Q (2893.850000 sec): 3 clusters
  Score: Raw -325277.503250 + Penalty 2605.088725 = -322672.414526
  nChanged 4
		SP:Iteration 19Q (2893.860000 sec): 3 clusters
  Score: Raw -325279.331128 + Penalty 2605.088725 = -322674.242404
  nChanged 5
		SP:Iteration 20F (2893.870000 sec): 3 clusters
  Score: Raw -325280.666571 + Penalty 2605.088725 = -322675.577847
  nChanged 4
		SP:Iteration 21Q (2893.880000 sec): 3 clusters
  Score: Raw -325281.964046 + Penalty 2605.088725 = -322676.875321
  nChanged 4
		SP:Iteration 22Q (2893.890000 sec): 3 clusters
  Score: Raw -325283.097802 + Penalty 2605.088725 = -322678.009077
  nChanged 0
		SP:Iteration 23F (2893.890000 sec): 3 clusters
  Score: Raw -325283.097802 + Penalty 2605.088725 = -322678.009077
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2893.910000 sec): 2 clusters
  Score: Raw -371522.427584 + Penalty 1311.623770 = -370210.803814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2893.910000 sec): 3 clusters
  Score: Raw -369972.483924 + Penalty 2623.247540 = -367349.236384
  nChanged 1228
		SP:Iteration 1F (2893.920000 sec): 3 clusters
  Score: Raw -370678.099079 + Penalty 2623.247540 = -368054.851538
  nChanged 272
		SP:Iteration 2F (2893.930000 sec): 3 clusters
  Score: Raw -370845.548299 + Penalty 2623.247540 = -368222.300759
  nChanged 172
		SP:Iteration 3F (2893.940000 sec): 3 clusters
  Score: Raw -370938.453043 + Penalty 2623.247540 = -368315.205503
  nChanged 111
		SP:Iteration 4Q (2893.950000 sec): 3 clusters
  Score: Raw -371006.189336 + Penalty 2623.247540 = -368382.941796
  nChanged 90
		SP:Iteration 5Q (2893.950000 sec): 3 clusters
  Score: Raw -371059.088488 + Penalty 2623.247540 = -368435.840947
  nChanged 79
		SP:Iteration 6Q (2893.960000 sec): 3 clusters
  Score: Raw -371095.042893 + Penalty 2623.247540 = -368471.795353
  nChanged 55
		SP:Iteration 7Q (2893.970000 sec): 3 clusters
  Score: Raw -371121.780609 + Penalty 2623.247540 = -368498.533068
  nChanged 50
		SP:Iteration 8Q (2893.980000 sec): 3 clusters
  Score: Raw -371143.951033 + Penalty 2623.247540 = -368520.703493
  nChanged 47
		SP:Iteration 9Q (2893.990000 sec): 3 clusters
  Score: Raw -371166.600526 + Penalty 2623.247540 = -368543.352986
  nChanged 36
		SP:Iteration 10Q (2893.990000 sec): 3 clusters
  Score: Raw -371181.658187 + Penalty 2623.247540 = -368558.410646
  nChanged 38
		SP:Iteration 11Q (2894.000000 sec): 3 clusters
  Score: Raw -371199.829348 + Penalty 2623.247540 = -368576.581808
  nChanged 38
		SP:Iteration 12Q (2894.010000 sec): 3 clusters
  Score: Raw -371219.792804 + Penalty 2623.247540 = -368596.545264
  nChanged 36
		SP:Iteration 13Q (2894.020000 sec): 3 clusters
  Score: Raw -371240.030396 + Penalty 2623.247540 = -368616.782855
  nChanged 39
		SP:Iteration 14Q (2894.030000 sec): 3 clusters
  Score: Raw -371259.996488 + Penalty 2623.247540 = -368636.748947
  nChanged 36
		SP:Iteration 15Q (2894.030000 sec): 3 clusters
  Score: Raw -371274.205618 + Penalty 2623.247540 = -368650.958077
  nChanged 27
		SP:Iteration 16Q (2894.040000 sec): 3 clusters
  Score: Raw -371287.163941 + Penalty 2623.247540 = -368663.916401
  nChanged 32
		SP:Iteration 17Q (2894.050000 sec): 3 clusters
  Score: Raw -371300.789883 + Penalty 2623.247540 = -368677.542343
  nChanged 28
		SP:Iteration 18Q (2894.060000 sec): 3 clusters
  Score: Raw -371314.791700 + Penalty 2623.247540 = -368691.544160
  nChanged 26
		SP:Iteration 19Q (2894.070000 sec): 3 clusters
  Score: Raw -371327.364162 + Penalty 2623.247540 = -368704.116622
  nChanged 25
		SP:Iteration 20F (2894.070000 sec): 3 clusters
  Score: Raw -371336.833141 + Penalty 2623.247540 = -368713.585600
  nChanged 20
		SP:Iteration 21Q (2894.080000 sec): 3 clusters
  Score: Raw -371343.599527 + Penalty 2623.247540 = -368720.351986
  nChanged 14
		SP:Iteration 22Q (2894.090000 sec): 3 clusters
  Score: Raw -371349.068027 + Penalty 2623.247540 = -368725.820487
  nChanged 17
		SP:Iteration 23Q (2894.090000 sec): 3 clusters
  Score: Raw -371353.471394 + Penalty 2623.247540 = -368730.223853
  nChanged 12
		SP:Iteration 24Q (2894.100000 sec): 3 clusters
  Score: Raw -371358.349718 + Penalty 2623.247540 = -368735.102178
  nChanged 15
		SP:Iteration 25Q (2894.110000 sec): 3 clusters
  Score: Raw -371365.073902 + Penalty 2623.247540 = -368741.826362
  nChanged 12
		SP:Iteration 26Q (2894.120000 sec): 3 clusters
  Score: Raw -371371.219855 + Penalty 2623.247540 = -368747.972315
  nChanged 7
		SP:Iteration 27Q (2894.130000 sec): 3 clusters
  Score: Raw -371373.268440 + Penalty 2623.247540 = -368750.020899
  nChanged 5
		SP:Iteration 28Q (2894.130000 sec): 3 clusters
  Score: Raw -371376.584230 + Penalty 2623.247540 = -368753.336690
  nChanged 7
		SP:Iteration 29Q (2894.140000 sec): 3 clusters
  Score: Raw -371378.077003 + Penalty 2623.247540 = -368754.829463
  nChanged 5
		SP:Iteration 30Q (2894.150000 sec): 3 clusters
  Score: Raw -371379.331419 + Penalty 2623.247540 = -368756.083879
  nChanged 6
		SP:Iteration 31Q (2894.160000 sec): 3 clusters
  Score: Raw -371381.667036 + Penalty 2623.247540 = -368758.419495
  nChanged 5
		SP:Iteration 32Q (2894.170000 sec): 3 clusters
  Score: Raw -371383.785206 + Penalty 2623.247540 = -368760.537666
  nChanged 5
		SP:Iteration 33Q (2894.170000 sec): 3 clusters
  Score: Raw -371385.322015 + Penalty 2623.247540 = -368762.074475
  nChanged 4
		SP:Iteration 34Q (2894.180000 sec): 3 clusters
  Score: Raw -371386.347608 + Penalty 2623.247540 = -368763.100068
  nChanged 2
		SP:Iteration 35Q (2894.190000 sec): 3 clusters
  Score: Raw -371387.921783 + Penalty 2623.247540 = -368764.674242
  nChanged 2
		SP:Iteration 36Q (2894.200000 sec): 3 clusters
  Score: Raw -371388.680297 + Penalty 2623.247540 = -368765.432757
  nChanged 3
		SP:Iteration 37Q (2894.210000 sec): 3 clusters
  Score: Raw -371389.896159 + Penalty 2623.247540 = -368766.648619
  nChanged 6
		SP:Iteration 38Q (2894.210000 sec): 3 clusters
  Score: Raw -371393.534045 + Penalty 2623.247540 = -368770.286505
  nChanged 10
		SP:Iteration 39Q (2894.220000 sec): 3 clusters
  Score: Raw -371397.352801 + Penalty 2623.247540 = -368774.105261
  nChanged 11
		SP:Iteration 40F (2894.230000 sec): 3 clusters
  Score: Raw -371403.480350 + Penalty 2623.247540 = -368780.232809
  nChanged 14
		SP:Iteration 41Q (2894.240000 sec): 3 clusters
  Score: Raw -371411.447966 + Penalty 2623.247540 = -368788.200425
  nChanged 19
		SP:Iteration 42Q (2894.250000 sec): 3 clusters
  Score: Raw -371420.425714 + Penalty 2623.247540 = -368797.178173
  nChanged 13
		SP:Iteration 43Q (2894.250000 sec): 3 clusters
  Score: Raw -371427.187755 + Penalty 2623.247540 = -368803.940215
  nChanged 18
		SP:Iteration 44Q (2894.260000 sec): 3 clusters
  Score: Raw -371436.639300 + Penalty 2623.247540 = -368813.391760
  nChanged 15
		SP:Iteration 45Q (2894.270000 sec): 3 clusters
  Score: Raw -371443.314566 + Penalty 2623.247540 = -368820.067026
  nChanged 11
		SP:Iteration 46Q (2894.270000 sec): 3 clusters
  Score: Raw -371448.811320 + Penalty 2623.247540 = -368825.563780
  nChanged 19
		SP:Iteration 47Q (2894.280000 sec): 3 clusters
  Score: Raw -371461.356078 + Penalty 2623.247540 = -368838.108538
  nChanged 20
		SP:Iteration 48Q (2894.290000 sec): 3 clusters
  Score: Raw -371470.814784 + Penalty 2623.247540 = -368847.567244
  nChanged 15
		SP:Iteration 49Q (2894.300000 sec): 3 clusters
  Score: Raw -371479.656995 + Penalty 2623.247540 = -368856.409455
  nChanged 22
		SP:Iteration 50Q (2894.310000 sec): 3 clusters
  Score: Raw -371493.768757 + Penalty 2623.247540 = -368870.521217
  nChanged 27
		SP:Iteration 51Q (2894.310000 sec): 3 clusters
  Score: Raw -371504.537137 + Penalty 2623.247540 = -368881.289597
  nChanged 20
		SP:Iteration 52Q (2894.320000 sec): 3 clusters
  Score: Raw -371515.415427 + Penalty 2623.247540 = -368892.167886
  nChanged 18
		SP:Iteration 53Q (2894.330000 sec): 3 clusters
  Score: Raw -371525.701587 + Penalty 2623.247540 = -368902.454047
  nChanged 22
		SP:Iteration 54Q (2894.330000 sec): 3 clusters
  Score: Raw -371539.880108 + Penalty 2623.247540 = -368916.632567
  nChanged 20
		SP:Iteration 55Q (2894.340000 sec): 3 clusters
  Score: Raw -371547.783836 + Penalty 2623.247540 = -368924.536295
  nChanged 12
		SP:Iteration 56Q (2894.350000 sec): 3 clusters
  Score: Raw -371550.676384 + Penalty 2623.247540 = -368927.428844
  nChanged 9
		SP:Iteration 57Q (2894.360000 sec): 3 clusters
  Score: Raw -371552.806903 + Penalty 2623.247540 = -368929.559362
  nChanged 2
		SP:Iteration 58Q (2894.370000 sec): 3 clusters
  Score: Raw -371554.293780 + Penalty 2623.247540 = -368931.046239
  nChanged 3
		SP:Iteration 59Q (2894.370000 sec): 3 clusters
  Score: Raw -371555.345318 + Penalty 2623.247540 = -368932.097778
  nChanged 2
		SP:Iteration 60F (2894.380000 sec): 3 clusters
  Score: Raw -371557.010523 + Penalty 2623.247540 = -368933.762983
  nChanged 4
		SP:Iteration 61Q (2894.390000 sec): 3 clusters
  Score: Raw -371559.294471 + Penalty 2623.247540 = -368936.046931
  nChanged 5
		SP:Iteration 62Q (2894.390000 sec): 3 clusters
  Score: Raw -371560.566187 + Penalty 2623.247540 = -368937.318647
  nChanged 4
		SP:Iteration 63Q (2894.400000 sec): 3 clusters
  Score: Raw -371562.089488 + Penalty 2623.247540 = -368938.841948
  nChanged 5
		SP:Iteration 64Q (2894.410000 sec): 3 clusters
  Score: Raw -371563.805517 + Penalty 2623.247540 = -368940.557976
  nChanged 4
		SP:Iteration 65Q (2894.420000 sec): 3 clusters
  Score: Raw -371565.062945 + Penalty 2623.247540 = -368941.815405
  nChanged 2
		SP:Iteration 66Q (2894.430000 sec): 3 clusters
  Score: Raw -371565.378049 + Penalty 2623.247540 = -368942.130508
  nChanged 1
		SP:Iteration 67Q (2894.430000 sec): 3 clusters
  Score: Raw -371565.595150 + Penalty 2623.247540 = -368942.347609
  nChanged 3
		SP:Iteration 68Q (2894.440000 sec): 3 clusters
  Score: Raw -371566.446518 + Penalty 2623.247540 = -368943.198977
  nChanged 5
		SP:Iteration 69Q (2894.450000 sec): 3 clusters
  Score: Raw -371567.829871 + Penalty 2623.247540 = -368944.582331
  nChanged 4
		SP:Iteration 70Q (2894.450000 sec): 3 clusters
  Score: Raw -371569.049352 + Penalty 2623.247540 = -368945.801812
  nChanged 3
		SP:Iteration 71Q (2894.460000 sec): 3 clusters
  Score: Raw -371570.094571 + Penalty 2623.247540 = -368946.847031
  nChanged 5
		SP:Iteration 72Q (2894.470000 sec): 3 clusters
  Score: Raw -371571.849968 + Penalty 2623.247540 = -368948.602428
  nChanged 6
		SP:Iteration 73Q (2894.470000 sec): 3 clusters
  Score: Raw -371574.636149 + Penalty 2623.247540 = -368951.388609
  nChanged 5
		SP:Iteration 74Q (2894.480000 sec): 3 clusters
  Score: Raw -371576.770221 + Penalty 2623.247540 = -368953.522680
  nChanged 5
		SP:Iteration 75Q (2894.490000 sec): 3 clusters
  Score: Raw -371578.802038 + Penalty 2623.247540 = -368955.554498
  nChanged 5
		SP:Iteration 76Q (2894.490000 sec): 3 clusters
  Score: Raw -371579.750377 + Penalty 2623.247540 = -368956.502836
  nChanged 1
		SP:Iteration 77Q (2894.500000 sec): 3 clusters
  Score: Raw -371580.047796 + Penalty 2623.247540 = -368956.800256
  nChanged 2
		SP:Iteration 78Q (2894.510000 sec): 3 clusters
  Score: Raw -371580.747367 + Penalty 2623.247540 = -368957.499826
  nChanged 2
		SP:Iteration 79Q (2894.510000 sec): 3 clusters
  Score: Raw -371581.756975 + Penalty 2623.247540 = -368958.509435
  nChanged 3
		SP:Iteration 80F (2894.520000 sec): 3 clusters
  Score: Raw -371582.899966 + Penalty 2623.247540 = -368959.652425
  nChanged 4
		SP:Iteration 81Q (2894.530000 sec): 3 clusters
  Score: Raw -371584.685257 + Penalty 2623.247540 = -368961.437717
  nChanged 2
		SP:Iteration 82Q (2894.540000 sec): 3 clusters
  Score: Raw -371586.194490 + Penalty 2623.247540 = -368962.946949
  nChanged 5
		SP:Iteration 83Q (2894.550000 sec): 3 clusters
  Score: Raw -371588.684969 + Penalty 2623.247540 = -368965.437429
  nChanged 2
		SP:Iteration 84Q (2894.550000 sec): 3 clusters
  Score: Raw -371589.241802 + Penalty 2623.247540 = -368965.994262
  nChanged 1
		SP:Iteration 85Q (2894.560000 sec): 3 clusters
  Score: Raw -371589.863077 + Penalty 2623.247540 = -368966.615537
  nChanged 2
		SP:Iteration 86Q (2894.570000 sec): 3 clusters
  Score: Raw -371590.595550 + Penalty 2623.247540 = -368967.348010
  nChanged 2
		SP:Iteration 87Q (2894.570000 sec): 3 clusters
  Score: Raw -371591.088512 + Penalty 2623.247540 = -368967.840971
  nChanged 0
		SP:Iteration 88F (2894.580000 sec): 3 clusters
  Score: Raw -371591.088512 + Penalty 2623.247540 = -368967.840971
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2894.630000 sec): 2 clusters
  Score: Raw -1528693.598670 + Penalty 1539.039270 = -1527154.559399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2894.660000 sec): 3 clusters
  Score: Raw -1521247.106410 + Penalty 3078.078541 = -1518169.027869
  nChanged 5715
		SP:Iteration 1F (2894.690000 sec): 3 clusters
  Score: Raw -1524360.913632 + Penalty 3078.078541 = -1521282.835092
  nChanged 794
		SP:Iteration 2F (2894.730000 sec): 3 clusters
  Score: Raw -1524740.983537 + Penalty 3078.078541 = -1521662.904996
  nChanged 694
		SP:Iteration 3F (2894.760000 sec): 3 clusters
  Score: Raw -1525108.158391 + Penalty 3078.078541 = -1522030.079850
  nChanged 732
		SP:Iteration 4F (2894.790000 sec): 3 clusters
  Score: Raw -1525513.582030 + Penalty 3078.078541 = -1522435.503489
  nChanged 737
		SP:Iteration 5F (2894.830000 sec): 3 clusters
  Score: Raw -1525905.576235 + Penalty 3078.078541 = -1522827.497694
  nChanged 704
		SP:Iteration 6F (2894.860000 sec): 3 clusters
  Score: Raw -1526306.112987 + Penalty 3078.078541 = -1523228.034446
  nChanged 677
		SP:Iteration 7F (2894.890000 sec): 3 clusters
  Score: Raw -1526744.692849 + Penalty 3078.078541 = -1523666.614308
  nChanged 638
		SP:Iteration 8Q (2894.930000 sec): 3 clusters
  Score: Raw -1527162.161223 + Penalty 3078.078541 = -1524084.082682
  nChanged 548
		SP:Iteration 9Q (2894.960000 sec): 3 clusters
  Score: Raw -1527513.399410 + Penalty 3078.078541 = -1524435.320869
  nChanged 472
		SP:Iteration 10Q (2894.990000 sec): 3 clusters
  Score: Raw -1527830.466333 + Penalty 3078.078541 = -1524752.387792
  nChanged 413
		SP:Iteration 11Q (2895.020000 sec): 3 clusters
  Score: Raw -1528122.269679 + Penalty 3078.078541 = -1525044.191138
  nChanged 343
		SP:Iteration 12Q (2895.050000 sec): 3 clusters
  Score: Raw -1528348.645680 + Penalty 3078.078541 = -1525270.567139
  nChanged 280
		SP:Iteration 13Q (2895.090000 sec): 3 clusters
  Score: Raw -1528531.174296 + Penalty 3078.078541 = -1525453.095755
  nChanged 222
		SP:Iteration 14Q (2895.120000 sec): 3 clusters
  Score: Raw -1528658.551229 + Penalty 3078.078541 = -1525580.472688
  nChanged 174
		SP:Iteration 15Q (2895.150000 sec): 3 clusters
  Score: Raw -1528756.186399 + Penalty 3078.078541 = -1525678.107858
  nChanged 138
		SP:Iteration 16Q (2895.170000 sec): 3 clusters
  Score: Raw -1528825.366070 + Penalty 3078.078541 = -1525747.287529
  nChanged 109
		SP:Iteration 17Q (2895.200000 sec): 3 clusters
  Score: Raw -1528879.026691 + Penalty 3078.078541 = -1525800.948150
  nChanged 103
		SP:Iteration 18Q (2895.230000 sec): 3 clusters
  Score: Raw -1528930.291422 + Penalty 3078.078541 = -1525852.212881
  nChanged 90
		SP:Iteration 19Q (2895.260000 sec): 3 clusters
  Score: Raw -1528970.062461 + Penalty 3078.078541 = -1525891.983920
  nChanged 60
		SP:Iteration 20F (2895.290000 sec): 3 clusters
  Score: Raw -1528992.005161 + Penalty 3078.078541 = -1525913.926620
  nChanged 54
		SP:Iteration 21Q (2895.320000 sec): 3 clusters
  Score: Raw -1529014.826219 + Penalty 3078.078541 = -1525936.747678
  nChanged 61
		SP:Iteration 22Q (2895.350000 sec): 3 clusters
  Score: Raw -1529039.934971 + Penalty 3078.078541 = -1525961.856430
  nChanged 57
		SP:Iteration 23Q (2895.370000 sec): 3 clusters
  Score: Raw -1529060.103320 + Penalty 3078.078541 = -1525982.024779
  nChanged 42
		SP:Iteration 24Q (2895.400000 sec): 3 clusters
  Score: Raw -1529075.829442 + Penalty 3078.078541 = -1525997.750901
  nChanged 39
		SP:Iteration 25Q (2895.420000 sec): 3 clusters
  Score: Raw -1529091.118216 + Penalty 3078.078541 = -1526013.039675
  nChanged 37
		SP:Iteration 26Q (2895.450000 sec): 3 clusters
  Score: Raw -1529105.852103 + Penalty 3078.078541 = -1526027.773562
  nChanged 30
		SP:Iteration 27Q (2895.470000 sec): 3 clusters
  Score: Raw -1529115.509362 + Penalty 3078.078541 = -1526037.430821
  nChanged 18
		SP:Iteration 28Q (2895.500000 sec): 3 clusters
  Score: Raw -1529121.079231 + Penalty 3078.078541 = -1526043.000690
  nChanged 16
		SP:Iteration 29Q (2895.530000 sec): 3 clusters
  Score: Raw -1529126.488937 + Penalty 3078.078541 = -1526048.410396
  nChanged 12
		SP:Iteration 30Q (2895.550000 sec): 3 clusters
  Score: Raw -1529129.342957 + Penalty 3078.078541 = -1526051.264416
  nChanged 11
		SP:Iteration 31Q (2895.580000 sec): 3 clusters
  Score: Raw -1529132.184016 + Penalty 3078.078541 = -1526054.105475
  nChanged 9
		SP:Iteration 32Q (2895.600000 sec): 3 clusters
  Score: Raw -1529133.689504 + Penalty 3078.078541 = -1526055.610964
  nChanged 4
		SP:Iteration 33Q (2895.630000 sec): 3 clusters
  Score: Raw -1529134.215943 + Penalty 3078.078541 = -1526056.137402
  nChanged 1
		SP:Iteration 34Q (2895.650000 sec): 3 clusters
  Score: Raw -1529134.366038 + Penalty 3078.078541 = -1526056.287497
  nChanged 2
		SP:Iteration 35Q (2895.680000 sec): 3 clusters
  Score: Raw -1529134.698761 + Penalty 3078.078541 = -1526056.620220
  nChanged 4
		SP:Iteration 36Q (2895.700000 sec): 3 clusters
  Score: Raw -1529135.360180 + Penalty 3078.078541 = -1526057.281639
  nChanged 6
		SP:Iteration 37Q (2895.730000 sec): 3 clusters
  Score: Raw -1529136.365817 + Penalty 3078.078541 = -1526058.287276
  nChanged 8
		SP:Iteration 38Q (2895.750000 sec): 3 clusters
  Score: Raw -1529139.358106 + Penalty 3078.078541 = -1526061.279565
  nChanged 10
		SP:Iteration 39Q (2895.780000 sec): 3 clusters
  Score: Raw -1529143.946579 + Penalty 3078.078541 = -1526065.868038
  nChanged 9
		SP:Iteration 40F (2895.810000 sec): 3 clusters
  Score: Raw -1529147.376023 + Penalty 3078.078541 = -1526069.297482
  nChanged 15
		SP:Iteration 41Q (2895.830000 sec): 3 clusters
  Score: Raw -1529153.059763 + Penalty 3078.078541 = -1526074.981222
  nChanged 9
		SP:Iteration 42Q (2895.860000 sec): 3 clusters
  Score: Raw -1529156.553597 + Penalty 3078.078541 = -1526078.475056
  nChanged 8
		SP:Iteration 43Q (2895.890000 sec): 3 clusters
  Score: Raw -1529157.734085 + Penalty 3078.078541 = -1526079.655544
  nChanged 5
		SP:Iteration 44Q (2895.910000 sec): 3 clusters
  Score: Raw -1529158.360964 + Penalty 3078.078541 = -1526080.282423
  nChanged 0
		SP:Iteration 45F (2895.940000 sec): 3 clusters
  Score: Raw -1529158.360964 + Penalty 3078.078541 = -1526080.282423
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2895.960000 sec): 2 clusters
  Score: Raw -278959.455502 + Penalty 1271.797010 = -277687.658493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2895.970000 sec): 3 clusters
  Score: Raw -277856.911177 + Penalty 2543.594019 = -275313.317158
  nChanged 922
		SP:Iteration 1F (2895.970000 sec): 3 clusters
  Score: Raw -278559.996432 + Penalty 2543.594019 = -276016.402413
  nChanged 226
		SP:Iteration 2F (2895.980000 sec): 3 clusters
  Score: Raw -278768.015412 + Penalty 2543.594019 = -276224.421393
  nChanged 150
		SP:Iteration 3F (2895.990000 sec): 3 clusters
  Score: Raw -278893.986570 + Penalty 2543.594019 = -276350.392551
  nChanged 106
		SP:Iteration 4Q (2895.990000 sec): 3 clusters
  Score: Raw -278977.835438 + Penalty 2543.594019 = -276434.241419
  nChanged 92
		SP:Iteration 5Q (2896.000000 sec): 3 clusters
  Score: Raw -279046.186213 + Penalty 2543.594019 = -276502.592194
  nChanged 80
		SP:Iteration 6Q (2896.000000 sec): 3 clusters
  Score: Raw -279094.262628 + Penalty 2543.594019 = -276550.668609
  nChanged 59
		SP:Iteration 7Q (2896.010000 sec): 3 clusters
  Score: Raw -279128.267679 + Penalty 2543.594019 = -276584.673660
  nChanged 32
		SP:Iteration 8Q (2896.010000 sec): 3 clusters
  Score: Raw -279144.582532 + Penalty 2543.594019 = -276600.988513
  nChanged 33
		SP:Iteration 9Q (2896.020000 sec): 3 clusters
  Score: Raw -279162.726226 + Penalty 2543.594019 = -276619.132207
  nChanged 36
		SP:Iteration 10Q (2896.030000 sec): 3 clusters
  Score: Raw -279184.486643 + Penalty 2543.594019 = -276640.892624
  nChanged 35
		SP:Iteration 11Q (2896.030000 sec): 3 clusters
  Score: Raw -279203.327164 + Penalty 2543.594019 = -276659.733145
  nChanged 31
		SP:Iteration 12Q (2896.040000 sec): 3 clusters
  Score: Raw -279218.343942 + Penalty 2543.594019 = -276674.749923
  nChanged 27
		SP:Iteration 13Q (2896.050000 sec): 3 clusters
  Score: Raw -279230.805082 + Penalty 2543.594019 = -276687.211063
  nChanged 17
		SP:Iteration 14Q (2896.050000 sec): 3 clusters
  Score: Raw -279238.466079 + Penalty 2543.594019 = -276694.872060
  nChanged 28
		SP:Iteration 15Q (2896.060000 sec): 3 clusters
  Score: Raw -279252.121640 + Penalty 2543.594019 = -276708.527621
  nChanged 25
		SP:Iteration 16Q (2896.060000 sec): 3 clusters
  Score: Raw -279263.373108 + Penalty 2543.594019 = -276719.779089
  nChanged 18
		SP:Iteration 17Q (2896.070000 sec): 3 clusters
  Score: Raw -279270.139084 + Penalty 2543.594019 = -276726.545065
  nChanged 9
		SP:Iteration 18Q (2896.070000 sec): 3 clusters
  Score: Raw -279273.046393 + Penalty 2543.594019 = -276729.452374
  nChanged 6
		SP:Iteration 19Q (2896.080000 sec): 3 clusters
  Score: Raw -279275.380949 + Penalty 2543.594019 = -276731.786930
  nChanged 6
		SP:Iteration 20F (2896.090000 sec): 3 clusters
  Score: Raw -279277.840359 + Penalty 2543.594019 = -276734.246340
  nChanged 5
		SP:Iteration 21Q (2896.090000 sec): 3 clusters
  Score: Raw -279279.185416 + Penalty 2543.594019 = -276735.591397
  nChanged 1
		SP:Iteration 22Q (2896.100000 sec): 3 clusters
  Score: Raw -279279.611472 + Penalty 2543.594019 = -276736.017453
  nChanged 2
		SP:Iteration 23Q (2896.110000 sec): 3 clusters
  Score: Raw -279280.406066 + Penalty 2543.594019 = -276736.812047
  nChanged 2
		SP:Iteration 24Q (2896.110000 sec): 3 clusters
  Score: Raw -279281.640075 + Penalty 2543.594019 = -276738.046056
  nChanged 3
		SP:Iteration 25Q (2896.120000 sec): 3 clusters
  Score: Raw -279282.586051 + Penalty 2543.594019 = -276738.992032
  nChanged 2
		SP:Iteration 26Q (2896.130000 sec): 3 clusters
  Score: Raw -279283.020084 + Penalty 2543.594019 = -276739.426065
  nChanged 1
		SP:Iteration 27Q (2896.130000 sec): 3 clusters
  Score: Raw -279284.191679 + Penalty 2543.594019 = -276740.597660
  nChanged 1
		SP:Iteration 28Q (2896.140000 sec): 3 clusters
  Score: Raw -279284.341623 + Penalty 2543.594019 = -276740.747603
  nChanged 2
		SP:Iteration 29Q (2896.140000 sec): 3 clusters
  Score: Raw -279285.264581 + Penalty 2543.594019 = -276741.670562
  nChanged 5
		SP:Iteration 30Q (2896.150000 sec): 3 clusters
  Score: Raw -279286.704500 + Penalty 2543.594019 = -276743.110481
  nChanged 4
		SP:Iteration 31Q (2896.150000 sec): 3 clusters
  Score: Raw -279288.032220 + Penalty 2543.594019 = -276744.438201
  nChanged 9
		SP:Iteration 32Q (2896.160000 sec): 3 clusters
  Score: Raw -279290.870908 + Penalty 2543.594019 = -276747.276888
  nChanged 4
		SP:Iteration 33Q (2896.170000 sec): 3 clusters
  Score: Raw -279292.878706 + Penalty 2543.594019 = -276749.284687
  nChanged 6
		SP:Iteration 34Q (2896.170000 sec): 3 clusters
  Score: Raw -279294.869356 + Penalty 2543.594019 = -276751.275337
  nChanged 3
		SP:Iteration 35Q (2896.180000 sec): 3 clusters
  Score: Raw -279295.686425 + Penalty 2543.594019 = -276752.092406
  nChanged 2
		SP:Iteration 36Q (2896.190000 sec): 3 clusters
  Score: Raw -279296.224201 + Penalty 2543.594019 = -276752.630182
  nChanged 1
		SP:Iteration 37Q (2896.190000 sec): 3 clusters
  Score: Raw -279296.568825 + Penalty 2543.594019 = -276752.974806
  nChanged 0
		SP:Iteration 38F (2896.200000 sec): 3 clusters
  Score: Raw -279296.568825 + Penalty 2543.594019 = -276752.974806
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2896.210000 sec): 2 clusters
  Score: Raw -512694.939291 + Penalty 1376.935669 = -511318.003622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2896.230000 sec): 3 clusters
  Score: Raw -510196.101023 + Penalty 2753.871337 = -507442.229686
  nChanged 1915
		SP:Iteration 1F (2896.240000 sec): 3 clusters
  Score: Raw -511267.638684 + Penalty 2753.871337 = -508513.767347
  nChanged 366
		SP:Iteration 2F (2896.250000 sec): 3 clusters
  Score: Raw -511540.050110 + Penalty 2753.871337 = -508786.178773
  nChanged 329
		SP:Iteration 3F (2896.260000 sec): 3 clusters
  Score: Raw -511810.138378 + Penalty 2753.871337 = -509056.267040
  nChanged 306
		SP:Iteration 4F (2896.270000 sec): 3 clusters
  Score: Raw -512086.385316 + Penalty 2753.871337 = -509332.513979
  nChanged 299
		SP:Iteration 5F (2896.290000 sec): 3 clusters
  Score: Raw -512391.678860 + Penalty 2753.871337 = -509637.807523
  nChanged 283
		SP:Iteration 6F (2896.300000 sec): 3 clusters
  Score: Raw -512695.044120 + Penalty 2753.871337 = -509941.172782
  nChanged 302
		SP:Iteration 7F (2896.310000 sec): 3 clusters
  Score: Raw -512972.078317 + Penalty 2753.871337 = -510218.206980
  nChanged 265
		SP:Iteration 8F (2896.330000 sec): 3 clusters
  Score: Raw -513215.032369 + Penalty 2753.871337 = -510461.161032
  nChanged 212
		SP:Iteration 9Q (2896.330000 sec): 3 clusters
  Score: Raw -513416.228398 + Penalty 2753.871337 = -510662.357061
  nChanged 180
		SP:Iteration 10Q (2896.350000 sec): 3 clusters
  Score: Raw -513577.277331 + Penalty 2753.871337 = -510823.405994
  nChanged 122
		SP:Iteration 11Q (2896.360000 sec): 3 clusters
  Score: Raw -513655.557010 + Penalty 2753.871337 = -510901.685673
  nChanged 82
		SP:Iteration 12Q (2896.370000 sec): 3 clusters
  Score: Raw -513696.252130 + Penalty 2753.871337 = -510942.380793
  nChanged 53
		SP:Iteration 13Q (2896.380000 sec): 3 clusters
  Score: Raw -513718.889411 + Penalty 2753.871337 = -510965.018073
  nChanged 41
		SP:Iteration 14Q (2896.390000 sec): 3 clusters
  Score: Raw -513739.189642 + Penalty 2753.871337 = -510985.318305
  nChanged 37
		SP:Iteration 15Q (2896.400000 sec): 3 clusters
  Score: Raw -513751.830855 + Penalty 2753.871337 = -510997.959518
  nChanged 29
		SP:Iteration 16Q (2896.410000 sec): 3 clusters
  Score: Raw -513762.930794 + Penalty 2753.871337 = -511009.059457
  nChanged 21
		SP:Iteration 17Q (2896.430000 sec): 3 clusters
  Score: Raw -513768.376997 + Penalty 2753.871337 = -511014.505659
  nChanged 15
		SP:Iteration 18Q (2896.430000 sec): 3 clusters
  Score: Raw -513771.657439 + Penalty 2753.871337 = -511017.786102
  nChanged 12
		SP:Iteration 19Q (2896.450000 sec): 3 clusters
  Score: Raw -513774.230686 + Penalty 2753.871337 = -511020.359349
  nChanged 9
		SP:Iteration 20F (2896.460000 sec): 3 clusters
  Score: Raw -513776.328944 + Penalty 2753.871337 = -511022.457607
  nChanged 4
		SP:Iteration 21Q (2896.470000 sec): 3 clusters
  Score: Raw -513776.814567 + Penalty 2753.871337 = -511022.943230
  nChanged 2
		SP:Iteration 22Q (2896.480000 sec): 3 clusters
  Score: Raw -513777.318985 + Penalty 2753.871337 = -511023.447648
  nChanged 2
		SP:Iteration 23Q (2896.490000 sec): 3 clusters
  Score: Raw -513777.547125 + Penalty 2753.871337 = -511023.675788
  nChanged 0
		SP:Iteration 24F (2896.500000 sec): 3 clusters
  Score: Raw -513777.547125 + Penalty 2753.871337 = -511023.675788
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2896.520000 sec): 2 clusters
  Score: Raw -526287.942823 + Penalty 1376.391507 = -524911.551316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2896.530000 sec): 3 clusters
  Score: Raw -523827.682785 + Penalty 2752.783015 = -521074.899770
  nChanged 1916
		SP:Iteration 1F (2896.550000 sec): 3 clusters
  Score: Raw -524997.226697 + Penalty 2752.783015 = -522244.443683
  nChanged 392
		SP:Iteration 2F (2896.560000 sec): 3 clusters
  Score: Raw -525262.545642 + Penalty 2752.783015 = -522509.762627
  nChanged 300
		SP:Iteration 3F (2896.570000 sec): 3 clusters
  Score: Raw -525451.874821 + Penalty 2752.783015 = -522699.091806
  nChanged 232
		SP:Iteration 4Q (2896.580000 sec): 3 clusters
  Score: Raw -525619.734078 + Penalty 2752.783015 = -522866.951063
  nChanged 222
		SP:Iteration 5Q (2896.590000 sec): 3 clusters
  Score: Raw -525791.655301 + Penalty 2752.783015 = -523038.872287
  nChanged 221
		SP:Iteration 6Q (2896.600000 sec): 3 clusters
  Score: Raw -525922.683851 + Penalty 2752.783015 = -523169.900836
  nChanged 187
		SP:Iteration 7Q (2896.610000 sec): 3 clusters
  Score: Raw -526040.540465 + Penalty 2752.783015 = -523287.757450
  nChanged 167
		SP:Iteration 8Q (2896.630000 sec): 3 clusters
  Score: Raw -526130.587618 + Penalty 2752.783015 = -523377.804603
  nChanged 124
		SP:Iteration 9Q (2896.640000 sec): 3 clusters
  Score: Raw -526187.145867 + Penalty 2752.783015 = -523434.362852
  nChanged 103
		SP:Iteration 10Q (2896.650000 sec): 3 clusters
  Score: Raw -526231.731921 + Penalty 2752.783015 = -523478.948906
  nChanged 76
		SP:Iteration 11Q (2896.660000 sec): 3 clusters
  Score: Raw -526268.280697 + Penalty 2752.783015 = -523515.497682
  nChanged 75
		SP:Iteration 12Q (2896.670000 sec): 3 clusters
  Score: Raw -526301.226216 + Penalty 2752.783015 = -523548.443201
  nChanged 60
		SP:Iteration 13Q (2896.690000 sec): 3 clusters
  Score: Raw -526323.145644 + Penalty 2752.783015 = -523570.362630
  nChanged 60
		SP:Iteration 14Q (2896.700000 sec): 3 clusters
  Score: Raw -526347.833959 + Penalty 2752.783015 = -523595.050945
  nChanged 71
		SP:Iteration 15Q (2896.710000 sec): 3 clusters
  Score: Raw -526380.133646 + Penalty 2752.783015 = -523627.350631
  nChanged 72
		SP:Iteration 16Q (2896.720000 sec): 3 clusters
  Score: Raw -526412.052684 + Penalty 2752.783015 = -523659.269669
  nChanged 65
		SP:Iteration 17Q (2896.730000 sec): 3 clusters
  Score: Raw -526442.120750 + Penalty 2752.783015 = -523689.337735
  nChanged 55
		SP:Iteration 18Q (2896.750000 sec): 3 clusters
  Score: Raw -526464.981279 + Penalty 2752.783015 = -523712.198264
  nChanged 52
		SP:Iteration 19Q (2896.760000 sec): 3 clusters
  Score: Raw -526489.084419 + Penalty 2752.783015 = -523736.301404
  nChanged 67
		SP:Iteration 20F (2896.770000 sec): 3 clusters
  Score: Raw -526530.357497 + Penalty 2752.783015 = -523777.574482
  nChanged 75
		SP:Iteration 21Q (2896.780000 sec): 3 clusters
  Score: Raw -526572.343020 + Penalty 2752.783015 = -523819.560005
  nChanged 77
		SP:Iteration 22Q (2896.790000 sec): 3 clusters
  Score: Raw -526616.278417 + Penalty 2752.783015 = -523863.495402
  nChanged 56
		SP:Iteration 23Q (2896.810000 sec): 3 clusters
  Score: Raw -526661.409495 + Penalty 2752.783015 = -523908.626480
  nChanged 44
		SP:Iteration 24Q (2896.810000 sec): 3 clusters
  Score: Raw -526684.876066 + Penalty 2752.783015 = -523932.093051
  nChanged 36
		SP:Iteration 25Q (2896.830000 sec): 3 clusters
  Score: Raw -526705.117156 + Penalty 2752.783015 = -523952.334141
  nChanged 34
		SP:Iteration 26Q (2896.840000 sec): 3 clusters
  Score: Raw -526725.052434 + Penalty 2752.783015 = -523972.269419
  nChanged 24
		SP:Iteration 27Q (2896.850000 sec): 3 clusters
  Score: Raw -526739.342596 + Penalty 2752.783015 = -523986.559582
  nChanged 20
		SP:Iteration 28Q (2896.860000 sec): 3 clusters
  Score: Raw -526751.648277 + Penalty 2752.783015 = -523998.865262
  nChanged 16
		SP:Iteration 29Q (2896.870000 sec): 3 clusters
  Score: Raw -526763.610703 + Penalty 2752.783015 = -524010.827688
  nChanged 15
		SP:Iteration 30Q (2896.880000 sec): 3 clusters
  Score: Raw -526770.714894 + Penalty 2752.783015 = -524017.931879
  nChanged 10
		SP:Iteration 31Q (2896.890000 sec): 3 clusters
  Score: Raw -526774.683427 + Penalty 2752.783015 = -524021.900412
  nChanged 6
		SP:Iteration 32Q (2896.910000 sec): 3 clusters
  Score: Raw -526776.617704 + Penalty 2752.783015 = -524023.834689
  nChanged 5
		SP:Iteration 33Q (2896.920000 sec): 3 clusters
  Score: Raw -526778.919965 + Penalty 2752.783015 = -524026.136950
  nChanged 4
		SP:Iteration 34Q (2896.930000 sec): 3 clusters
  Score: Raw -526780.134553 + Penalty 2752.783015 = -524027.351538
  nChanged 3
		SP:Iteration 35Q (2896.940000 sec): 3 clusters
  Score: Raw -526781.777454 + Penalty 2752.783015 = -524028.994440
  nChanged 5
		SP:Iteration 36Q (2896.950000 sec): 3 clusters
  Score: Raw -526783.251639 + Penalty 2752.783015 = -524030.468625
  nChanged 5
		SP:Iteration 37Q (2896.960000 sec): 3 clusters
  Score: Raw -526784.848487 + Penalty 2752.783015 = -524032.065472
  nChanged 4
		SP:Iteration 38Q (2896.970000 sec): 3 clusters
  Score: Raw -526786.127430 + Penalty 2752.783015 = -524033.344415
  nChanged 1
		SP:Iteration 39Q (2896.980000 sec): 3 clusters
  Score: Raw -526786.307859 + Penalty 2752.783015 = -524033.524844
  nChanged 2
		SP:Iteration 40F (2896.990000 sec): 3 clusters
  Score: Raw -526787.483826 + Penalty 2752.783015 = -524034.700811
  nChanged 2
		SP:Iteration 41Q (2897.010000 sec): 3 clusters
  Score: Raw -526788.565497 + Penalty 2752.783015 = -524035.782483
  nChanged 3
		SP:Iteration 42Q (2897.010000 sec): 3 clusters
  Score: Raw -526790.628830 + Penalty 2752.783015 = -524037.845815
  nChanged 4
		SP:Iteration 43Q (2897.030000 sec): 3 clusters
  Score: Raw -526792.787522 + Penalty 2752.783015 = -524040.004508
  nChanged 5
		SP:Iteration 44Q (2897.040000 sec): 3 clusters
  Score: Raw -526795.269754 + Penalty 2752.783015 = -524042.486739
  nChanged 2
		SP:Iteration 45Q (2897.050000 sec): 3 clusters
  Score: Raw -526796.666751 + Penalty 2752.783015 = -524043.883736
  nChanged 2
		SP:Iteration 46Q (2897.060000 sec): 3 clusters
  Score: Raw -526798.259023 + Penalty 2752.783015 = -524045.476008
  nChanged 5
		SP:Iteration 47Q (2897.070000 sec): 3 clusters
  Score: Raw -526800.580405 + Penalty 2752.783015 = -524047.797390
  nChanged 1
		SP:Iteration 48Q (2897.080000 sec): 3 clusters
  Score: Raw -526800.920213 + Penalty 2752.783015 = -524048.137198
  nChanged 0
		SP:Iteration 49F (2897.090000 sec): 3 clusters
  Score: Raw -526800.920213 + Penalty 2752.783015 = -524048.137198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2897.100000 sec): 2 clusters
  Score: Raw -143490.397247 + Penalty 1166.637545 = -142323.759702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2897.110000 sec): 3 clusters
  Score: Raw -143034.074758 + Penalty 2333.275090 = -140700.799668
  nChanged 382
		SP:Iteration 1F (2897.110000 sec): 3 clusters
  Score: Raw -143336.356359 + Penalty 2333.275090 = -141003.081269
  nChanged 96
		SP:Iteration 2F (2897.110000 sec): 3 clusters
  Score: Raw -143429.119820 + Penalty 2333.275090 = -141095.844730
  nChanged 67
		SP:Iteration 3F (2897.110000 sec): 3 clusters
  Score: Raw -143490.025601 + Penalty 2333.275090 = -141156.750511
  nChanged 51
		SP:Iteration 4Q (2897.120000 sec): 3 clusters
  Score: Raw -143543.196402 + Penalty 2333.275090 = -141209.921312
  nChanged 42
		SP:Iteration 5Q (2897.120000 sec): 3 clusters
  Score: Raw -143585.974594 + Penalty 2333.275090 = -141252.699504
  nChanged 28
		SP:Iteration 6Q (2897.130000 sec): 3 clusters
  Score: Raw -143627.737991 + Penalty 2333.275090 = -141294.462901
  nChanged 40
		SP:Iteration 7Q (2897.130000 sec): 3 clusters
  Score: Raw -143671.307871 + Penalty 2333.275090 = -141338.032781
  nChanged 30
		SP:Iteration 8Q (2897.130000 sec): 3 clusters
  Score: Raw -143709.996938 + Penalty 2333.275090 = -141376.721848
  nChanged 27
		SP:Iteration 9Q (2897.130000 sec): 3 clusters
  Score: Raw -143740.939143 + Penalty 2333.275090 = -141407.664053
  nChanged 20
		SP:Iteration 10Q (2897.140000 sec): 3 clusters
  Score: Raw -143758.946901 + Penalty 2333.275090 = -141425.671811
  nChanged 20
		SP:Iteration 11Q (2897.140000 sec): 3 clusters
  Score: Raw -143775.276369 + Penalty 2333.275090 = -141442.001279
  nChanged 15
		SP:Iteration 12Q (2897.140000 sec): 3 clusters
  Score: Raw -143789.705216 + Penalty 2333.275090 = -141456.430126
  nChanged 11
		SP:Iteration 13Q (2897.150000 sec): 3 clusters
  Score: Raw -143799.932077 + Penalty 2333.275090 = -141466.656987
  nChanged 10
		SP:Iteration 14Q (2897.150000 sec): 3 clusters
  Score: Raw -143808.048617 + Penalty 2333.275090 = -141474.773527
  nChanged 2
		SP:Iteration 15Q (2897.150000 sec): 3 clusters
  Score: Raw -143808.936645 + Penalty 2333.275090 = -141475.661555
  nChanged 2
		SP:Iteration 16Q (2897.150000 sec): 3 clusters
  Score: Raw -143809.890591 + Penalty 2333.275090 = -141476.615501
  nChanged 5
		SP:Iteration 17Q (2897.160000 sec): 3 clusters
  Score: Raw -143811.959989 + Penalty 2333.275090 = -141478.684899
  nChanged 1
		SP:Iteration 18Q (2897.160000 sec): 3 clusters
  Score: Raw -143812.392105 + Penalty 2333.275090 = -141479.117015
  nChanged 0
		SP:Iteration 19F (2897.170000 sec): 3 clusters
  Score: Raw -143812.392105 + Penalty 2333.275090 = -141479.117015
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (3954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2897.180000 sec): 2 clusters
  Score: Raw -388344.642374 + Penalty 1345.903488 = -386998.738886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2897.190000 sec): 3 clusters
  Score: Raw -386470.923751 + Penalty 2691.806976 = -383779.116775
  nChanged 1569
		SP:Iteration 1F (2897.200000 sec): 3 clusters
  Score: Raw -387829.756152 + Penalty 2691.806976 = -385137.949176
  nChanged 471
		SP:Iteration 2F (2897.210000 sec): 3 clusters
  Score: Raw -388457.521572 + Penalty 2691.806976 = -385765.714596
  nChanged 348
		SP:Iteration 3F (2897.220000 sec): 3 clusters
  Score: Raw -388948.157485 + Penalty 2691.806976 = -386256.350509
  nChanged 270
		SP:Iteration 4F (2897.230000 sec): 3 clusters
  Score: Raw -389258.236595 + Penalty 2691.806976 = -386566.429619
  nChanged 195
		SP:Iteration 5Q (2897.240000 sec): 3 clusters
  Score: Raw -389442.714770 + Penalty 2691.806976 = -386750.907794
  nChanged 143
		SP:Iteration 6Q (2897.250000 sec): 3 clusters
  Score: Raw -389604.944016 + Penalty 2691.806976 = -386913.137040
  nChanged 124
		SP:Iteration 7Q (2897.260000 sec): 3 clusters
  Score: Raw -389760.512903 + Penalty 2691.806976 = -387068.705926
  nChanged 119
		SP:Iteration 8Q (2897.270000 sec): 3 clusters
  Score: Raw -389888.924740 + Penalty 2691.806976 = -387197.117764
  nChanged 103
		SP:Iteration 9Q (2897.270000 sec): 3 clusters
  Score: Raw -389972.656211 + Penalty 2691.806976 = -387280.849235
  nChanged 79
		SP:Iteration 10Q (2897.290000 sec): 3 clusters
  Score: Raw -390029.313534 + Penalty 2691.806976 = -387337.506558
  nChanged 62
		SP:Iteration 11Q (2897.290000 sec): 3 clusters
  Score: Raw -390065.033351 + Penalty 2691.806976 = -387373.226374
  nChanged 43
		SP:Iteration 12Q (2897.300000 sec): 3 clusters
  Score: Raw -390084.756852 + Penalty 2691.806976 = -387392.949876
  nChanged 35
		SP:Iteration 13Q (2897.310000 sec): 3 clusters
  Score: Raw -390097.285654 + Penalty 2691.806976 = -387405.478678
  nChanged 19
		SP:Iteration 14Q (2897.320000 sec): 3 clusters
  Score: Raw -390103.269951 + Penalty 2691.806976 = -387411.462975
  nChanged 15
		SP:Iteration 15Q (2897.330000 sec): 3 clusters
  Score: Raw -390107.651003 + Penalty 2691.806976 = -387415.844027
  nChanged 10
		SP:Iteration 16Q (2897.340000 sec): 3 clusters
  Score: Raw -390110.052077 + Penalty 2691.806976 = -387418.245101
  nChanged 4
		SP:Iteration 17Q (2897.350000 sec): 3 clusters
  Score: Raw -390111.019780 + Penalty 2691.806976 = -387419.212804
  nChanged 5
		SP:Iteration 18Q (2897.350000 sec): 3 clusters
  Score: Raw -390111.788557 + Penalty 2691.806976 = -387419.981580
  nChanged 3
		SP:Iteration 19Q (2897.370000 sec): 3 clusters
  Score: Raw -390112.195248 + Penalty 2691.806976 = -387420.388271
  nChanged 3
		SP:Iteration 20F (2897.370000 sec): 3 clusters
  Score: Raw -390112.600155 + Penalty 2691.806976 = -387420.793178
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (32555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2897.490000 sec): 2 clusters
  Score: Raw -3986947.151911 + Penalty 1688.486515 = -3985258.665396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2897.580000 sec): 3 clusters
  Score: Raw -3966676.915353 + Penalty 3376.973030 = -3963299.942324
  nChanged 15048
		SP:Iteration 1F (2897.660000 sec): 3 clusters
  Score: Raw -3974936.946325 + Penalty 3376.973030 = -3971559.973295
  nChanged 1333
		SP:Iteration 2Q (2897.750000 sec): 3 clusters
  Score: Raw -3975316.252176 + Penalty 3376.973030 = -3971939.279146
  nChanged 1275
		SP:Iteration 3Q (2897.840000 sec): 3 clusters
  Score: Raw -3975695.543024 + Penalty 3376.973030 = -3972318.569994
  nChanged 1256
		SP:Iteration 4Q (2897.930000 sec): 3 clusters
  Score: Raw -3976126.733401 + Penalty 3376.973030 = -3972749.760371
  nChanged 1387
		SP:Iteration 5Q (2898.010000 sec): 3 clusters
  Score: Raw -3976699.451646 + Penalty 3376.973030 = -3973322.478616
  nChanged 1627
		SP:Iteration 6Q (2898.100000 sec): 3 clusters
  Score: Raw -3977603.845416 + Penalty 3376.973030 = -3974226.872386
  nChanged 2038
		SP:Iteration 7F (2898.190000 sec): 3 clusters
  Score: Raw -3979100.719960 + Penalty 3376.973030 = -3975723.746930
  nChanged 2386
		SP:Iteration 8F (2898.270000 sec): 3 clusters
  Score: Raw -3981091.146269 + Penalty 3376.973030 = -3977714.173240
  nChanged 2240
		SP:Iteration 9F (2898.360000 sec): 3 clusters
  Score: Raw -3983066.289930 + Penalty 3376.973030 = -3979689.316900
  nChanged 1823
		SP:Iteration 10F (2898.440000 sec): 3 clusters
  Score: Raw -3984705.344565 + Penalty 3376.973030 = -3981328.371535
  nChanged 1325
		SP:Iteration 11Q (2898.530000 sec): 3 clusters
  Score: Raw -3985655.768696 + Penalty 3376.973030 = -3982278.795666
  nChanged 884
		SP:Iteration 12Q (2898.610000 sec): 3 clusters
  Score: Raw -3986107.597710 + Penalty 3376.973030 = -3982730.624680
  nChanged 577
		SP:Iteration 13Q (2898.680000 sec): 3 clusters
  Score: Raw -3986383.740225 + Penalty 3376.973030 = -3983006.767195
  nChanged 451
		SP:Iteration 14Q (2898.750000 sec): 3 clusters
  Score: Raw -3986609.641533 + Penalty 3376.973030 = -3983232.668503
  nChanged 404
		SP:Iteration 15Q (2898.830000 sec): 3 clusters
  Score: Raw -3986854.712108 + Penalty 3376.973030 = -3983477.739078
  nChanged 381
		SP:Iteration 16Q (2898.910000 sec): 3 clusters
  Score: Raw -3987100.537086 + Penalty 3376.973030 = -3983723.564057
  nChanged 361
		SP:Iteration 17Q (2898.980000 sec): 3 clusters
  Score: Raw -3987351.206412 + Penalty 3376.973030 = -3983974.233383
  nChanged 322
		SP:Iteration 18Q (2899.050000 sec): 3 clusters
  Score: Raw -3987565.015482 + Penalty 3376.973030 = -3984188.042452
  nChanged 250
		SP:Iteration 19Q (2899.120000 sec): 3 clusters
  Score: Raw -3987695.847632 + Penalty 3376.973030 = -3984318.874602
  nChanged 195
		SP:Iteration 20F (2899.210000 sec): 3 clusters
  Score: Raw -3987767.862740 + Penalty 3376.973030 = -3984390.889710
  nChanged 135
		SP:Iteration 21Q (2899.280000 sec): 3 clusters
  Score: Raw -3987809.913293 + Penalty 3376.973030 = -3984432.940263
  nChanged 119
		SP:Iteration 22Q (2899.340000 sec): 3 clusters
  Score: Raw -3987835.676741 + Penalty 3376.973030 = -3984458.703711
  nChanged 93
		SP:Iteration 23Q (2899.410000 sec): 3 clusters
  Score: Raw -3987853.383727 + Penalty 3376.973030 = -3984476.410698
  nChanged 81
		SP:Iteration 24Q (2899.480000 sec): 3 clusters
  Score: Raw -3987866.305235 + Penalty 3376.973030 = -3984489.332206
  nChanged 61
		SP:Iteration 25Q (2899.550000 sec): 3 clusters
  Score: Raw -3987877.432756 + Penalty 3376.973030 = -3984500.459726
  nChanged 56
		SP:Iteration 26Q (2899.610000 sec): 3 clusters
  Score: Raw -3987885.488921 + Penalty 3376.973030 = -3984508.515891
  nChanged 41
		SP:Iteration 27Q (2899.670000 sec): 3 clusters
  Score: Raw -3987891.397653 + Penalty 3376.973030 = -3984514.424623
  nChanged 38
		SP:Iteration 28Q (2899.740000 sec): 3 clusters
  Score: Raw -3987897.230289 + Penalty 3376.973030 = -3984520.257259
  nChanged 42
		SP:Iteration 29Q (2899.810000 sec): 3 clusters
  Score: Raw -3987903.117385 + Penalty 3376.973030 = -3984526.144355
  nChanged 37
		SP:Iteration 30Q (2899.870000 sec): 3 clusters
  Score: Raw -3987907.229578 + Penalty 3376.973030 = -3984530.256548
  nChanged 27
		SP:Iteration 31Q (2899.940000 sec): 3 clusters
  Score: Raw -3987910.109949 + Penalty 3376.973030 = -3984533.136919
  nChanged 17
		SP:Iteration 32Q (2900.000000 sec): 3 clusters
  Score: Raw -3987911.613042 + Penalty 3376.973030 = -3984534.640012
  nChanged 7
		SP:Iteration 33Q (2900.070000 sec): 3 clusters
  Score: Raw -3987912.038321 + Penalty 3376.973030 = -3984535.065291
  nChanged 6
		SP:Iteration 34Q (2900.130000 sec): 3 clusters
  Score: Raw -3987912.465473 + Penalty 3376.973030 = -3984535.492443
  nChanged 3
		SP:Iteration 35Q (2900.200000 sec): 3 clusters
  Score: Raw -3987912.678622 + Penalty 3376.973030 = -3984535.705592
  nChanged 6
		SP:Iteration 36Q (2900.270000 sec): 3 clusters
  Score: Raw -3987913.055104 + Penalty 3376.973030 = -3984536.082074
  nChanged 3
		SP:Iteration 37Q (2900.330000 sec): 3 clusters
  Score: Raw -3987913.342404 + Penalty 3376.973030 = -3984536.369374
  nChanged 3
		SP:Iteration 38Q (2900.400000 sec): 3 clusters
  Score: Raw -3987913.707955 + Penalty 3376.973030 = -3984536.734925
  nChanged 3
		SP:Iteration 39Q (2900.460000 sec): 3 clusters
  Score: Raw -3987913.879320 + Penalty 3376.973030 = -3984536.906290
  nChanged 1
		SP:Iteration 40F (2900.550000 sec): 3 clusters
  Score: Raw -3987914.037384 + Penalty 3376.973030 = -3984537.064355
  nChanged 2
		SP:Iteration 41Q (2900.610000 sec): 3 clusters
  Score: Raw -3987914.222331 + Penalty 3376.973030 = -3984537.249301
  nChanged 2
		SP:Iteration 42Q (2900.680000 sec): 3 clusters
  Score: Raw -3987914.308881 + Penalty 3376.973030 = -3984537.335851
  nChanged 2
		SP:Iteration 43Q (2900.750000 sec): 3 clusters
  Score: Raw -3987914.445390 + Penalty 3376.973030 = -3984537.472361
  nChanged 2
		SP:Iteration 44Q (2900.810000 sec): 3 clusters
  Score: Raw -3987914.612688 + Penalty 3376.973030 = -3984537.639658
  nChanged 3
		SP:Iteration 45Q (2900.880000 sec): 3 clusters
  Score: Raw -3987914.847740 + Penalty 3376.973030 = -3984537.874711
  nChanged 1
		SP:Iteration 46Q (2900.950000 sec): 3 clusters
  Score: Raw -3987914.959351 + Penalty 3376.973030 = -3984537.986322
  nChanged 4
		SP:Iteration 47Q (2901.010000 sec): 3 clusters
  Score: Raw -3987915.216173 + Penalty 3376.973030 = -3984538.243143
  nChanged 2
		SP:Iteration 48Q (2901.080000 sec): 3 clusters
  Score: Raw -3987915.366679 + Penalty 3376.973030 = -3984538.393649
  nChanged 1
		SP:Iteration 49Q (2901.150000 sec): 3 clusters
  Score: Raw -3987915.383478 + Penalty 3376.973030 = -3984538.410448
  nChanged 0
		SP:Iteration 50F (2901.230000 sec): 3 clusters
  Score: Raw -3987915.383478 + Penalty 3376.973030 = -3984538.410448
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2901.280000 sec): 2 clusters
  Score: Raw -1164131.830215 + Penalty 1498.281149 = -1162633.549066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2901.300000 sec): 3 clusters
  Score: Raw -1158298.849119 + Penalty 2996.562299 = -1155302.286820
  nChanged 4439
		SP:Iteration 1F (2901.330000 sec): 3 clusters
  Score: Raw -1160722.360826 + Penalty 2996.562299 = -1157725.798527
  nChanged 663
		SP:Iteration 2F (2901.350000 sec): 3 clusters
  Score: Raw -1161027.044910 + Penalty 2996.562299 = -1158030.482611
  nChanged 508
		SP:Iteration 3F (2901.380000 sec): 3 clusters
  Score: Raw -1161233.407005 + Penalty 2996.562299 = -1158236.844707
  nChanged 415
		SP:Iteration 4Q (2901.410000 sec): 3 clusters
  Score: Raw -1161390.301326 + Penalty 2996.562299 = -1158393.739027
  nChanged 374
		SP:Iteration 5Q (2901.430000 sec): 3 clusters
  Score: Raw -1161529.867253 + Penalty 2996.562299 = -1158533.304954
  nChanged 295
		SP:Iteration 6Q (2901.460000 sec): 3 clusters
  Score: Raw -1161632.522337 + Penalty 2996.562299 = -1158635.960038
  nChanged 275
		SP:Iteration 7Q (2901.480000 sec): 3 clusters
  Score: Raw -1161722.958213 + Penalty 2996.562299 = -1158726.395914
  nChanged 256
		SP:Iteration 8Q (2901.510000 sec): 3 clusters
  Score: Raw -1161814.290647 + Penalty 2996.562299 = -1158817.728349
  nChanged 266
		SP:Iteration 9Q (2901.530000 sec): 3 clusters
  Score: Raw -1161902.065239 + Penalty 2996.562299 = -1158905.502941
  nChanged 256
		SP:Iteration 10Q (2901.560000 sec): 3 clusters
  Score: Raw -1161992.472657 + Penalty 2996.562299 = -1158995.910358
  nChanged 279
		SP:Iteration 11Q (2901.590000 sec): 3 clusters
  Score: Raw -1162105.036174 + Penalty 2996.562299 = -1159108.473875
  nChanged 277
		SP:Iteration 12Q (2901.610000 sec): 3 clusters
  Score: Raw -1162221.757137 + Penalty 2996.562299 = -1159225.194838
  nChanged 280
		SP:Iteration 13Q (2901.640000 sec): 3 clusters
  Score: Raw -1162338.561060 + Penalty 2996.562299 = -1159341.998761
  nChanged 300
		SP:Iteration 14Q (2901.670000 sec): 3 clusters
  Score: Raw -1162471.532315 + Penalty 2996.562299 = -1159474.970017
  nChanged 317
		SP:Iteration 15Q (2901.690000 sec): 3 clusters
  Score: Raw -1162621.153184 + Penalty 2996.562299 = -1159624.590885
  nChanged 324
		SP:Iteration 16Q (2901.710000 sec): 3 clusters
  Score: Raw -1162777.884070 + Penalty 2996.562299 = -1159781.321771
  nChanged 307
		SP:Iteration 17Q (2901.740000 sec): 3 clusters
  Score: Raw -1162942.275884 + Penalty 2996.562299 = -1159945.713586
  nChanged 303
		SP:Iteration 18Q (2901.770000 sec): 3 clusters
  Score: Raw -1163099.153399 + Penalty 2996.562299 = -1160102.591100
  nChanged 294
		SP:Iteration 19Q (2901.790000 sec): 3 clusters
  Score: Raw -1163246.516413 + Penalty 2996.562299 = -1160249.954115
  nChanged 257
		SP:Iteration 20F (2901.820000 sec): 3 clusters
  Score: Raw -1163372.774185 + Penalty 2996.562299 = -1160376.211887
  nChanged 228
		SP:Iteration 21Q (2901.840000 sec): 3 clusters
  Score: Raw -1163508.083858 + Penalty 2996.562299 = -1160511.521560
  nChanged 237
		SP:Iteration 22Q (2901.870000 sec): 3 clusters
  Score: Raw -1163658.329135 + Penalty 2996.562299 = -1160661.766837
  nChanged 270
		SP:Iteration 23Q (2901.890000 sec): 3 clusters
  Score: Raw -1163844.671911 + Penalty 2996.562299 = -1160848.109613
  nChanged 248
		SP:Iteration 24Q (2901.910000 sec): 3 clusters
  Score: Raw -1164003.424228 + Penalty 2996.562299 = -1161006.861929
  nChanged 192
		SP:Iteration 25Q (2901.940000 sec): 3 clusters
  Score: Raw -1164118.610700 + Penalty 2996.562299 = -1161122.048401
  nChanged 168
		SP:Iteration 26Q (2901.960000 sec): 3 clusters
  Score: Raw -1164200.224897 + Penalty 2996.562299 = -1161203.662599
  nChanged 146
		SP:Iteration 27Q (2901.990000 sec): 3 clusters
  Score: Raw -1164259.805681 + Penalty 2996.562299 = -1161263.243382
  nChanged 120
		SP:Iteration 28Q (2902.010000 sec): 3 clusters
  Score: Raw -1164307.318831 + Penalty 2996.562299 = -1161310.756532
  nChanged 109
		SP:Iteration 29Q (2902.030000 sec): 3 clusters
  Score: Raw -1164347.270483 + Penalty 2996.562299 = -1161350.708184
  nChanged 94
		SP:Iteration 30Q (2902.060000 sec): 3 clusters
  Score: Raw -1164379.312616 + Penalty 2996.562299 = -1161382.750317
  nChanged 77
		SP:Iteration 31Q (2902.080000 sec): 3 clusters
  Score: Raw -1164400.521424 + Penalty 2996.562299 = -1161403.959125
  nChanged 59
		SP:Iteration 32Q (2902.100000 sec): 3 clusters
  Score: Raw -1164413.285667 + Penalty 2996.562299 = -1161416.723368
  nChanged 50
		SP:Iteration 33Q (2902.130000 sec): 3 clusters
  Score: Raw -1164426.984852 + Penalty 2996.562299 = -1161430.422554
  nChanged 45
		SP:Iteration 34Q (2902.150000 sec): 3 clusters
  Score: Raw -1164437.402829 + Penalty 2996.562299 = -1161440.840531
  nChanged 35
		SP:Iteration 35Q (2902.170000 sec): 3 clusters
  Score: Raw -1164445.523183 + Penalty 2996.562299 = -1161448.960884
  nChanged 28
		SP:Iteration 36Q (2902.200000 sec): 3 clusters
  Score: Raw -1164449.640193 + Penalty 2996.562299 = -1161453.077895
  nChanged 30
		SP:Iteration 37Q (2902.220000 sec): 3 clusters
  Score: Raw -1164453.918309 + Penalty 2996.562299 = -1161457.356011
  nChanged 27
		SP:Iteration 38Q (2902.240000 sec): 3 clusters
  Score: Raw -1164459.553182 + Penalty 2996.562299 = -1161462.990884
  nChanged 26
		SP:Iteration 39Q (2902.260000 sec): 3 clusters
  Score: Raw -1164466.737200 + Penalty 2996.562299 = -1161470.174902
  nChanged 28
		SP:Iteration 40F (2902.290000 sec): 3 clusters
  Score: Raw -1164472.529566 + Penalty 2996.562299 = -1161475.967268
  nChanged 15
		SP:Iteration 41Q (2902.310000 sec): 3 clusters
  Score: Raw -1164474.626392 + Penalty 2996.562299 = -1161478.064093
  nChanged 12
		SP:Iteration 42Q (2902.340000 sec): 3 clusters
  Score: Raw -1164476.093297 + Penalty 2996.562299 = -1161479.530998
  nChanged 11
		SP:Iteration 43Q (2902.360000 sec): 3 clusters
  Score: Raw -1164477.748127 + Penalty 2996.562299 = -1161481.185828
  nChanged 14
		SP:Iteration 44Q (2902.380000 sec): 3 clusters
  Score: Raw -1164479.522889 + Penalty 2996.562299 = -1161482.960590
  nChanged 16
		SP:Iteration 45Q (2902.410000 sec): 3 clusters
  Score: Raw -1164481.672484 + Penalty 2996.562299 = -1161485.110185
  nChanged 12
		SP:Iteration 46Q (2902.430000 sec): 3 clusters
  Score: Raw -1164482.934413 + Penalty 2996.562299 = -1161486.372114
  nChanged 8
		SP:Iteration 47Q (2902.450000 sec): 3 clusters
  Score: Raw -1164484.073984 + Penalty 2996.562299 = -1161487.511685
  nChanged 13
		SP:Iteration 48Q (2902.480000 sec): 3 clusters
  Score: Raw -1164485.334682 + Penalty 2996.562299 = -1161488.772383
  nChanged 10
		SP:Iteration 49Q (2902.500000 sec): 3 clusters
  Score: Raw -1164486.546404 + Penalty 2996.562299 = -1161489.984106
  nChanged 9
		SP:Iteration 50Q (2902.520000 sec): 3 clusters
  Score: Raw -1164487.475585 + Penalty 2996.562299 = -1161490.913287
  nChanged 7
		SP:Iteration 51Q (2902.540000 sec): 3 clusters
  Score: Raw -1164488.108592 + Penalty 2996.562299 = -1161491.546293
  nChanged 3
		SP:Iteration 52Q (2902.570000 sec): 3 clusters
  Score: Raw -1164488.437740 + Penalty 2996.562299 = -1161491.875441
  nChanged 3
		SP:Iteration 53Q (2902.590000 sec): 3 clusters
  Score: Raw -1164488.715063 + Penalty 2996.562299 = -1161492.152764
  nChanged 4
		SP:Iteration 54Q (2902.620000 sec): 3 clusters
  Score: Raw -1164489.088991 + Penalty 2996.562299 = -1161492.526692
  nChanged 4
		SP:Iteration 55Q (2902.640000 sec): 3 clusters
  Score: Raw -1164489.333726 + Penalty 2996.562299 = -1161492.771427
  nChanged 1
		SP:Iteration 56Q (2902.660000 sec): 3 clusters
  Score: Raw -1164489.409445 + Penalty 2996.562299 = -1161492.847147
  nChanged 1
		SP:Iteration 57Q (2902.680000 sec): 3 clusters
  Score: Raw -1164489.453050 + Penalty 2996.562299 = -1161492.890751
  nChanged 2
		SP:Iteration 58Q (2902.710000 sec): 3 clusters
  Score: Raw -1164489.640334 + Penalty 2996.562299 = -1161493.078036
  nChanged 3
		SP:Iteration 59Q (2902.730000 sec): 3 clusters
  Score: Raw -1164490.003131 + Penalty 2996.562299 = -1161493.440833
  nChanged 2
		SP:Iteration 60F (2902.760000 sec): 3 clusters
  Score: Raw -1164490.129229 + Penalty 2996.562299 = -1161493.566931
  nChanged 1
		SP:Iteration 61Q (2902.780000 sec): 3 clusters
  Score: Raw -1164490.220411 + Penalty 2996.562299 = -1161493.658113
  nChanged 3
		SP:Iteration 62Q (2902.800000 sec): 3 clusters
  Score: Raw -1164490.489897 + Penalty 2996.562299 = -1161493.927598
  nChanged 1
		SP:Iteration 63Q (2902.830000 sec): 3 clusters
  Score: Raw -1164490.568723 + Penalty 2996.562299 = -1161494.006424
  nChanged 1
		SP:Iteration 64Q (2902.850000 sec): 3 clusters
  Score: Raw -1164490.633745 + Penalty 2996.562299 = -1161494.071446
  nChanged 0
		SP:Iteration 65F (2902.880000 sec): 3 clusters
  Score: Raw -1164490.633745 + Penalty 2996.562299 = -1161494.071446
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2902.900000 sec): 2 clusters
  Score: Raw -481976.077056 + Penalty 1354.429640 = -480621.647416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2902.910000 sec): 3 clusters
  Score: Raw -479874.893025 + Penalty 2708.859280 = -477166.033745
  nChanged 1688
		SP:Iteration 1F (2902.920000 sec): 3 clusters
  Score: Raw -480851.167543 + Penalty 2708.859280 = -478142.308263
  nChanged 284
		SP:Iteration 2F (2902.930000 sec): 3 clusters
  Score: Raw -481024.416475 + Penalty 2708.859280 = -478315.557195
  nChanged 220
		SP:Iteration 3F (2902.940000 sec): 3 clusters
  Score: Raw -481158.706958 + Penalty 2708.859280 = -478449.847678
  nChanged 181
		SP:Iteration 4Q (2902.950000 sec): 3 clusters
  Score: Raw -481274.994498 + Penalty 2708.859280 = -478566.135218
  nChanged 155
		SP:Iteration 5Q (2902.960000 sec): 3 clusters
  Score: Raw -481370.003333 + Penalty 2708.859280 = -478661.144053
  nChanged 136
		SP:Iteration 6Q (2902.970000 sec): 3 clusters
  Score: Raw -481439.509381 + Penalty 2708.859280 = -478730.650101
  nChanged 115
		SP:Iteration 7Q (2902.980000 sec): 3 clusters
  Score: Raw -481496.586948 + Penalty 2708.859280 = -478787.727668
  nChanged 102
		SP:Iteration 8Q (2902.990000 sec): 3 clusters
  Score: Raw -481545.883841 + Penalty 2708.859280 = -478837.024561
  nChanged 94
		SP:Iteration 9Q (2903.000000 sec): 3 clusters
  Score: Raw -481588.004229 + Penalty 2708.859280 = -478879.144949
  nChanged 96
		SP:Iteration 10Q (2903.010000 sec): 3 clusters
  Score: Raw -481630.400892 + Penalty 2708.859280 = -478921.541612
  nChanged 97
		SP:Iteration 11Q (2903.020000 sec): 3 clusters
  Score: Raw -481671.957009 + Penalty 2708.859280 = -478963.097729
  nChanged 89
		SP:Iteration 12Q (2903.030000 sec): 3 clusters
  Score: Raw -481710.717560 + Penalty 2708.859280 = -479001.858280
  nChanged 104
		SP:Iteration 13Q (2903.040000 sec): 3 clusters
  Score: Raw -481760.775911 + Penalty 2708.859280 = -479051.916631
  nChanged 97
		SP:Iteration 14Q (2903.050000 sec): 3 clusters
  Score: Raw -481808.285439 + Penalty 2708.859280 = -479099.426159
  nChanged 95
		SP:Iteration 15Q (2903.060000 sec): 3 clusters
  Score: Raw -481865.996053 + Penalty 2708.859280 = -479157.136772
  nChanged 109
		SP:Iteration 16Q (2903.080000 sec): 3 clusters
  Score: Raw -481940.381943 + Penalty 2708.859280 = -479231.522663
  nChanged 103
		SP:Iteration 17Q (2903.080000 sec): 3 clusters
  Score: Raw -482005.011629 + Penalty 2708.859280 = -479296.152348
  nChanged 81
		SP:Iteration 18Q (2903.100000 sec): 3 clusters
  Score: Raw -482054.273708 + Penalty 2708.859280 = -479345.414428
  nChanged 74
		SP:Iteration 19Q (2903.100000 sec): 3 clusters
  Score: Raw -482097.677058 + Penalty 2708.859280 = -479388.817778
  nChanged 48
		SP:Iteration 20F (2903.120000 sec): 3 clusters
  Score: Raw -482127.621754 + Penalty 2708.859280 = -479418.762473
  nChanged 44
		SP:Iteration 21Q (2903.120000 sec): 3 clusters
  Score: Raw -482151.098854 + Penalty 2708.859280 = -479442.239574
  nChanged 33
		SP:Iteration 22Q (2903.140000 sec): 3 clusters
  Score: Raw -482170.572999 + Penalty 2708.859280 = -479461.713718
  nChanged 28
		SP:Iteration 23Q (2903.150000 sec): 3 clusters
  Score: Raw -482186.626577 + Penalty 2708.859280 = -479477.767297
  nChanged 20
		SP:Iteration 24Q (2903.160000 sec): 3 clusters
  Score: Raw -482197.482738 + Penalty 2708.859280 = -479488.623458
  nChanged 13
		SP:Iteration 25Q (2903.170000 sec): 3 clusters
  Score: Raw -482206.213250 + Penalty 2708.859280 = -479497.353970
  nChanged 8
		SP:Iteration 26Q (2903.170000 sec): 3 clusters
  Score: Raw -482209.223225 + Penalty 2708.859280 = -479500.363945
  nChanged 6
		SP:Iteration 27Q (2903.180000 sec): 3 clusters
  Score: Raw -482211.661418 + Penalty 2708.859280 = -479502.802138
  nChanged 5
		SP:Iteration 28Q (2903.190000 sec): 3 clusters
  Score: Raw -482213.660274 + Penalty 2708.859280 = -479504.800994
  nChanged 8
		SP:Iteration 29Q (2903.200000 sec): 3 clusters
  Score: Raw -482219.033993 + Penalty 2708.859280 = -479510.174713
  nChanged 7
		SP:Iteration 30Q (2903.210000 sec): 3 clusters
  Score: Raw -482222.033898 + Penalty 2708.859280 = -479513.174617
  nChanged 7
		SP:Iteration 31Q (2903.220000 sec): 3 clusters
  Score: Raw -482225.692337 + Penalty 2708.859280 = -479516.833057
  nChanged 6
		SP:Iteration 32Q (2903.230000 sec): 3 clusters
  Score: Raw -482228.566524 + Penalty 2708.859280 = -479519.707244
  nChanged 3
		SP:Iteration 33Q (2903.240000 sec): 3 clusters
  Score: Raw -482229.949717 + Penalty 2708.859280 = -479521.090436
  nChanged 3
		SP:Iteration 34Q (2903.250000 sec): 3 clusters
  Score: Raw -482231.602414 + Penalty 2708.859280 = -479522.743134
  nChanged 3
		SP:Iteration 35Q (2903.260000 sec): 3 clusters
  Score: Raw -482233.232609 + Penalty 2708.859280 = -479524.373328
  nChanged 6
		SP:Iteration 36Q (2903.270000 sec): 3 clusters
  Score: Raw -482236.701545 + Penalty 2708.859280 = -479527.842265
  nChanged 8
		SP:Iteration 37Q (2903.280000 sec): 3 clusters
  Score: Raw -482242.206391 + Penalty 2708.859280 = -479533.347110
  nChanged 6
		SP:Iteration 38Q (2903.290000 sec): 3 clusters
  Score: Raw -482245.106387 + Penalty 2708.859280 = -479536.247107
  nChanged 2
		SP:Iteration 39Q (2903.300000 sec): 3 clusters
  Score: Raw -482245.793647 + Penalty 2708.859280 = -479536.934366
  nChanged 2
		SP:Iteration 40F (2903.320000 sec): 3 clusters
  Score: Raw -482246.905600 + Penalty 2708.859280 = -479538.046320
  nChanged 1
		SP:Iteration 41Q (2903.320000 sec): 3 clusters
  Score: Raw -482247.268787 + Penalty 2708.859280 = -479538.409507
  nChanged 1
		SP:Iteration 42Q (2903.340000 sec): 3 clusters
  Score: Raw -482247.535880 + Penalty 2708.859280 = -479538.676600
  nChanged 0
		SP:Iteration 43F (2903.340000 sec): 3 clusters
  Score: Raw -482247.535880 + Penalty 2708.859280 = -479538.676600
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2903.360000 sec): 2 clusters
  Score: Raw -148901.495436 + Penalty 1173.666978 = -147727.828458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2903.360000 sec): 3 clusters
  Score: Raw -148411.739350 + Penalty 2347.333956 = -146064.405394
  nChanged 441
		SP:Iteration 1F (2903.360000 sec): 3 clusters
  Score: Raw -148811.485533 + Penalty 2347.333956 = -146464.151577
  nChanged 106
		SP:Iteration 2F (2903.360000 sec): 3 clusters
  Score: Raw -148912.478676 + Penalty 2347.333956 = -146565.144720
  nChanged 61
		SP:Iteration 3Q (2903.370000 sec): 3 clusters
  Score: Raw -148976.113120 + Penalty 2347.333956 = -146628.779164
  nChanged 47
		SP:Iteration 4Q (2903.370000 sec): 3 clusters
  Score: Raw -149025.123763 + Penalty 2347.333956 = -146677.789807
  nChanged 34
		SP:Iteration 5Q (2903.380000 sec): 3 clusters
  Score: Raw -149050.556382 + Penalty 2347.333956 = -146703.222426
  nChanged 24
		SP:Iteration 6Q (2903.380000 sec): 3 clusters
  Score: Raw -149064.216195 + Penalty 2347.333956 = -146716.882238
  nChanged 17
		SP:Iteration 7Q (2903.380000 sec): 3 clusters
  Score: Raw -149077.897740 + Penalty 2347.333956 = -146730.563784
  nChanged 21
		SP:Iteration 8Q (2903.380000 sec): 3 clusters
  Score: Raw -149100.256444 + Penalty 2347.333956 = -146752.922488
  nChanged 25
		SP:Iteration 9Q (2903.390000 sec): 3 clusters
  Score: Raw -149117.668351 + Penalty 2347.333956 = -146770.334395
  nChanged 11
		SP:Iteration 10Q (2903.390000 sec): 3 clusters
  Score: Raw -149128.716512 + Penalty 2347.333956 = -146781.382556
  nChanged 14
		SP:Iteration 11Q (2903.400000 sec): 3 clusters
  Score: Raw -149135.664306 + Penalty 2347.333956 = -146788.330349
  nChanged 13
		SP:Iteration 12Q (2903.400000 sec): 3 clusters
  Score: Raw -149143.310009 + Penalty 2347.333956 = -146795.976053
  nChanged 16
		SP:Iteration 13Q (2903.400000 sec): 3 clusters
  Score: Raw -149155.010313 + Penalty 2347.333956 = -146807.676357
  nChanged 12
		SP:Iteration 14Q (2903.400000 sec): 3 clusters
  Score: Raw -149163.547279 + Penalty 2347.333956 = -146816.213323
  nChanged 14
		SP:Iteration 15Q (2903.410000 sec): 3 clusters
  Score: Raw -149174.116403 + Penalty 2347.333956 = -146826.782447
  nChanged 14
		SP:Iteration 16Q (2903.410000 sec): 3 clusters
  Score: Raw -149183.748281 + Penalty 2347.333956 = -146836.414325
  nChanged 13
		SP:Iteration 17Q (2903.420000 sec): 3 clusters
  Score: Raw -149195.597077 + Penalty 2347.333956 = -146848.263121
  nChanged 10
		SP:Iteration 18Q (2903.420000 sec): 3 clusters
  Score: Raw -149202.039117 + Penalty 2347.333956 = -146854.705161
  nChanged 10
		SP:Iteration 19Q (2903.420000 sec): 3 clusters
  Score: Raw -149210.494779 + Penalty 2347.333956 = -146863.160823
  nChanged 11
		SP:Iteration 20F (2903.420000 sec): 3 clusters
  Score: Raw -149237.399815 + Penalty 2347.333956 = -146890.065859
  nChanged 14
		SP:Iteration 21Q (2903.430000 sec): 3 clusters
  Score: Raw -149265.569703 + Penalty 2347.333956 = -146918.235747
  nChanged 18
		SP:Iteration 22Q (2903.430000 sec): 3 clusters
  Score: Raw -149285.051011 + Penalty 2347.333956 = -146937.717055
  nChanged 16
		SP:Iteration 23Q (2903.430000 sec): 3 clusters
  Score: Raw -149302.830006 + Penalty 2347.333956 = -146955.496050
  nChanged 13
		SP:Iteration 24Q (2903.440000 sec): 3 clusters
  Score: Raw -149314.568267 + Penalty 2347.333956 = -146967.234311
  nChanged 7
		SP:Iteration 25Q (2903.440000 sec): 3 clusters
  Score: Raw -149320.496991 + Penalty 2347.333956 = -146973.163035
  nChanged 4
		SP:Iteration 26Q (2903.440000 sec): 3 clusters
  Score: Raw -149324.446601 + Penalty 2347.333956 = -146977.112645
  nChanged 5
		SP:Iteration 27Q (2903.440000 sec): 3 clusters
  Score: Raw -149329.741732 + Penalty 2347.333956 = -146982.407775
  nChanged 7
		SP:Iteration 28Q (2903.450000 sec): 3 clusters
  Score: Raw -149336.919125 + Penalty 2347.333956 = -146989.585169
  nChanged 8
		SP:Iteration 29Q (2903.450000 sec): 3 clusters
  Score: Raw -149345.231453 + Penalty 2347.333956 = -146997.897497
  nChanged 4
		SP:Iteration 30Q (2903.460000 sec): 3 clusters
  Score: Raw -149350.822527 + Penalty 2347.333956 = -147003.488571
  nChanged 6
		SP:Iteration 31Q (2903.460000 sec): 3 clusters
  Score: Raw -149360.104987 + Penalty 2347.333956 = -147012.771031
  nChanged 5
		SP:Iteration 32Q (2903.460000 sec): 3 clusters
  Score: Raw -149368.158363 + Penalty 2347.333956 = -147020.824407
  nChanged 4
		SP:Iteration 33Q (2903.460000 sec): 3 clusters
  Score: Raw -149371.012612 + Penalty 2347.333956 = -147023.678656
  nChanged 0
		SP:Iteration 34F (2903.470000 sec): 3 clusters
  Score: Raw -149371.012612 + Penalty 2347.333956 = -147023.678656
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2903.560000 sec): 2 clusters
  Score: Raw -3328257.416204 + Penalty 1666.515753 = -3326590.900451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2903.640000 sec): 3 clusters
  Score: Raw -3310819.039837 + Penalty 3333.031506 = -3307486.008330
  nChanged 13008
		SP:Iteration 1F (2903.710000 sec): 3 clusters
  Score: Raw -3317854.213612 + Penalty 3333.031506 = -3314521.182106
  nChanged 1338
		SP:Iteration 2Q (2903.790000 sec): 3 clusters
  Score: Raw -3318341.583360 + Penalty 3333.031506 = -3315008.551854
  nChanged 1376
		SP:Iteration 3Q (2903.860000 sec): 3 clusters
  Score: Raw -3318960.380592 + Penalty 3333.031506 = -3315627.349086
  nChanged 1498
		SP:Iteration 4F (2903.940000 sec): 3 clusters
  Score: Raw -3319738.863815 + Penalty 3333.031506 = -3316405.832309
  nChanged 1637
		SP:Iteration 5F (2904.020000 sec): 3 clusters
  Score: Raw -3320676.813372 + Penalty 3333.031506 = -3317343.781866
  nChanged 1695
		SP:Iteration 6F (2904.090000 sec): 3 clusters
  Score: Raw -3321603.423004 + Penalty 3333.031506 = -3318270.391497
  nChanged 1544
		SP:Iteration 7F (2904.160000 sec): 3 clusters
  Score: Raw -3322445.610368 + Penalty 3333.031506 = -3319112.578862
  nChanged 1383
		SP:Iteration 8Q (2904.240000 sec): 3 clusters
  Score: Raw -3323136.579571 + Penalty 3333.031506 = -3319803.548065
  nChanged 1205
		SP:Iteration 9Q (2904.320000 sec): 3 clusters
  Score: Raw -3323701.950195 + Penalty 3333.031506 = -3320368.918689
  nChanged 1054
		SP:Iteration 10Q (2904.400000 sec): 3 clusters
  Score: Raw -3324161.431352 + Penalty 3333.031506 = -3320828.399846
  nChanged 925
		SP:Iteration 11Q (2904.470000 sec): 3 clusters
  Score: Raw -3324545.619465 + Penalty 3333.031506 = -3321212.587958
  nChanged 789
		SP:Iteration 12Q (2904.540000 sec): 3 clusters
  Score: Raw -3324858.623886 + Penalty 3333.031506 = -3321525.592380
  nChanged 701
		SP:Iteration 13Q (2904.620000 sec): 3 clusters
  Score: Raw -3325100.201702 + Penalty 3333.031506 = -3321767.170195
  nChanged 585
		SP:Iteration 14Q (2904.690000 sec): 3 clusters
  Score: Raw -3325259.537584 + Penalty 3333.031506 = -3321926.506078
  nChanged 452
		SP:Iteration 15Q (2904.770000 sec): 3 clusters
  Score: Raw -3325364.983975 + Penalty 3333.031506 = -3322031.952469
  nChanged 346
		SP:Iteration 16Q (2904.840000 sec): 3 clusters
  Score: Raw -3325427.498966 + Penalty 3333.031506 = -3322094.467460
  nChanged 265
		SP:Iteration 17Q (2904.910000 sec): 3 clusters
  Score: Raw -3325472.667730 + Penalty 3333.031506 = -3322139.636224
  nChanged 213
		SP:Iteration 18Q (2904.990000 sec): 3 clusters
  Score: Raw -3325507.108959 + Penalty 3333.031506 = -3322174.077453
  nChanged 198
		SP:Iteration 19Q (2905.060000 sec): 3 clusters
  Score: Raw -3325541.972499 + Penalty 3333.031506 = -3322208.940993
  nChanged 206
		SP:Iteration 20F (2905.140000 sec): 3 clusters
  Score: Raw -3325577.396763 + Penalty 3333.031506 = -3322244.365256
  nChanged 228
		SP:Iteration 21Q (2905.210000 sec): 3 clusters
  Score: Raw -3325622.657279 + Penalty 3333.031506 = -3322289.625772
  nChanged 194
		SP:Iteration 22Q (2905.280000 sec): 3 clusters
  Score: Raw -3325662.243750 + Penalty 3333.031506 = -3322329.212244
  nChanged 209
		SP:Iteration 23Q (2905.350000 sec): 3 clusters
  Score: Raw -3325713.740277 + Penalty 3333.031506 = -3322380.708771
  nChanged 258
		SP:Iteration 24Q (2905.420000 sec): 3 clusters
  Score: Raw -3325777.273565 + Penalty 3333.031506 = -3322444.242059
  nChanged 267
		SP:Iteration 25Q (2905.500000 sec): 3 clusters
  Score: Raw -3325851.786124 + Penalty 3333.031506 = -3322518.754618
  nChanged 303
		SP:Iteration 26Q (2905.570000 sec): 3 clusters
  Score: Raw -3325937.758034 + Penalty 3333.031506 = -3322604.726527
  nChanged 294
		SP:Iteration 27Q (2905.640000 sec): 3 clusters
  Score: Raw -3326023.117203 + Penalty 3333.031506 = -3322690.085697
  nChanged 314
		SP:Iteration 28Q (2905.720000 sec): 3 clusters
  Score: Raw -3326101.903931 + Penalty 3333.031506 = -3322768.872424
  nChanged 297
		SP:Iteration 29Q (2905.790000 sec): 3 clusters
  Score: Raw -3326178.025135 + Penalty 3333.031506 = -3322844.993629
  nChanged 285
		SP:Iteration 30Q (2905.860000 sec): 3 clusters
  Score: Raw -3326248.372673 + Penalty 3333.031506 = -3322915.341166
  nChanged 271
		SP:Iteration 31Q (2905.940000 sec): 3 clusters
  Score: Raw -3326313.986478 + Penalty 3333.031506 = -3322980.954972
  nChanged 265
		SP:Iteration 32Q (2906.010000 sec): 3 clusters
  Score: Raw -3326378.896689 + Penalty 3333.031506 = -3323045.865182
  nChanged 258
		SP:Iteration 33Q (2906.080000 sec): 3 clusters
  Score: Raw -3326441.873579 + Penalty 3333.031506 = -3323108.842073
  nChanged 279
		SP:Iteration 34Q (2906.150000 sec): 3 clusters
  Score: Raw -3326509.215690 + Penalty 3333.031506 = -3323176.184184
  nChanged 298
		SP:Iteration 35Q (2906.220000 sec): 3 clusters
  Score: Raw -3326580.115171 + Penalty 3333.031506 = -3323247.083665
  nChanged 293
		SP:Iteration 36Q (2906.300000 sec): 3 clusters
  Score: Raw -3326654.754980 + Penalty 3333.031506 = -3323321.723473
  nChanged 290
		SP:Iteration 37Q (2906.370000 sec): 3 clusters
  Score: Raw -3326728.223598 + Penalty 3333.031506 = -3323395.192091
  nChanged 304
		SP:Iteration 38Q (2906.440000 sec): 3 clusters
  Score: Raw -3326808.056827 + Penalty 3333.031506 = -3323475.025321
  nChanged 309
		SP:Iteration 39Q (2906.510000 sec): 3 clusters
  Score: Raw -3326884.620578 + Penalty 3333.031506 = -3323551.589072
  nChanged 323
		SP:Iteration 40F (2906.580000 sec): 3 clusters
  Score: Raw -3326973.982436 + Penalty 3333.031506 = -3323640.950929
  nChanged 312
		SP:Iteration 41Q (2906.650000 sec): 3 clusters
  Score: Raw -3327057.218908 + Penalty 3333.031506 = -3323724.187402
  nChanged 304
		SP:Iteration 42Q (2906.720000 sec): 3 clusters
  Score: Raw -3327135.823759 + Penalty 3333.031506 = -3323802.792253
  nChanged 301
		SP:Iteration 43Q (2906.800000 sec): 3 clusters
  Score: Raw -3327207.743405 + Penalty 3333.031506 = -3323874.711899
  nChanged 268
		SP:Iteration 44Q (2906.860000 sec): 3 clusters
  Score: Raw -3327270.831069 + Penalty 3333.031506 = -3323937.799562
  nChanged 256
		SP:Iteration 45Q (2906.940000 sec): 3 clusters
  Score: Raw -3327335.878321 + Penalty 3333.031506 = -3324002.846814
  nChanged 258
		SP:Iteration 46Q (2907.000000 sec): 3 clusters
  Score: Raw -3327400.948721 + Penalty 3333.031506 = -3324067.917215
  nChanged 268
		SP:Iteration 47Q (2907.080000 sec): 3 clusters
  Score: Raw -3327467.359170 + Penalty 3333.031506 = -3324134.327664
  nChanged 269
		SP:Iteration 48Q (2907.140000 sec): 3 clusters
  Score: Raw -3327535.784665 + Penalty 3333.031506 = -3324202.753159
  nChanged 243
		SP:Iteration 49Q (2907.210000 sec): 3 clusters
  Score: Raw -3327599.440988 + Penalty 3333.031506 = -3324266.409482
  nChanged 230
		SP:Iteration 50Q (2907.280000 sec): 3 clusters
  Score: Raw -3327660.332466 + Penalty 3333.031506 = -3324327.300960
  nChanged 234
		SP:Iteration 51Q (2907.350000 sec): 3 clusters
  Score: Raw -3327718.354980 + Penalty 3333.031506 = -3324385.323473
  nChanged 219
		SP:Iteration 52Q (2907.420000 sec): 3 clusters
  Score: Raw -3327772.825707 + Penalty 3333.031506 = -3324439.794200
  nChanged 206
		SP:Iteration 53Q (2907.480000 sec): 3 clusters
  Score: Raw -3327829.373449 + Penalty 3333.031506 = -3324496.341943
  nChanged 204
		SP:Iteration 54Q (2907.550000 sec): 3 clusters
  Score: Raw -3327882.372428 + Penalty 3333.031506 = -3324549.340922
  nChanged 192
		SP:Iteration 55Q (2907.610000 sec): 3 clusters
  Score: Raw -3327929.059385 + Penalty 3333.031506 = -3324596.027878
  nChanged 179
		SP:Iteration 56Q (2907.680000 sec): 3 clusters
  Score: Raw -3327971.410645 + Penalty 3333.031506 = -3324638.379138
  nChanged 168
		SP:Iteration 57Q (2907.740000 sec): 3 clusters
  Score: Raw -3328014.078287 + Penalty 3333.031506 = -3324681.046780
  nChanged 152
		SP:Iteration 58Q (2907.810000 sec): 3 clusters
  Score: Raw -3328052.443931 + Penalty 3333.031506 = -3324719.412425
  nChanged 156
		SP:Iteration 59Q (2907.870000 sec): 3 clusters
  Score: Raw -3328091.606863 + Penalty 3333.031506 = -3324758.575357
  nChanged 135
		SP:Iteration 60F (2907.950000 sec): 3 clusters
  Score: Raw -3328120.721882 + Penalty 3333.031506 = -3324787.690376
  nChanged 122
		SP:Iteration 61Q (2908.010000 sec): 3 clusters
  Score: Raw -3328146.039741 + Penalty 3333.031506 = -3324813.008235
  nChanged 137
		SP:Iteration 62Q (2908.080000 sec): 3 clusters
  Score: Raw -3328173.985654 + Penalty 3333.031506 = -3324840.954148
  nChanged 136
		SP:Iteration 63Q (2908.140000 sec): 3 clusters
  Score: Raw -3328198.694906 + Penalty 3333.031506 = -3324865.663400
  nChanged 127
		SP:Iteration 64Q (2908.200000 sec): 3 clusters
  Score: Raw -3328221.773784 + Penalty 3333.031506 = -3324888.742278
  nChanged 109
		SP:Iteration 65Q (2908.270000 sec): 3 clusters
  Score: Raw -3328245.920674 + Penalty 3333.031506 = -3324912.889168
  nChanged 113
		SP:Iteration 66Q (2908.340000 sec): 3 clusters
  Score: Raw -3328268.792194 + Penalty 3333.031506 = -3324935.760688
  nChanged 110
		SP:Iteration 67Q (2908.400000 sec): 3 clusters
  Score: Raw -3328293.511947 + Penalty 3333.031506 = -3324960.480441
  nChanged 116
		SP:Iteration 68Q (2908.460000 sec): 3 clusters
  Score: Raw -3328319.812292 + Penalty 3333.031506 = -3324986.780786
  nChanged 115
		SP:Iteration 69Q (2908.530000 sec): 3 clusters
  Score: Raw -3328348.830236 + Penalty 3333.031506 = -3325015.798729
  nChanged 106
		SP:Iteration 70Q (2908.590000 sec): 3 clusters
  Score: Raw -3328370.566962 + Penalty 3333.031506 = -3325037.535455
  nChanged 101
		SP:Iteration 71Q (2908.650000 sec): 3 clusters
  Score: Raw -3328389.870486 + Penalty 3333.031506 = -3325056.838979
  nChanged 87
		SP:Iteration 72Q (2908.710000 sec): 3 clusters
  Score: Raw -3328406.048369 + Penalty 3333.031506 = -3325073.016863
  nChanged 81
		SP:Iteration 73Q (2908.780000 sec): 3 clusters
  Score: Raw -3328422.819415 + Penalty 3333.031506 = -3325089.787908
  nChanged 91
		SP:Iteration 74Q (2908.840000 sec): 3 clusters
  Score: Raw -3328438.755687 + Penalty 3333.031506 = -3325105.724181
  nChanged 65
		SP:Iteration 75Q (2908.900000 sec): 3 clusters
  Score: Raw -3328449.944837 + Penalty 3333.031506 = -3325116.913330
  nChanged 70
		SP:Iteration 76Q (2908.960000 sec): 3 clusters
  Score: Raw -3328466.446089 + Penalty 3333.031506 = -3325133.414583
  nChanged 90
		SP:Iteration 77Q (2909.020000 sec): 3 clusters
  Score: Raw -3328491.443824 + Penalty 3333.031506 = -3325158.412317
  nChanged 90
		SP:Iteration 78Q (2909.080000 sec): 3 clusters
  Score: Raw -3328517.037346 + Penalty 3333.031506 = -3325184.005839
  nChanged 76
		SP:Iteration 79Q (2909.140000 sec): 3 clusters
  Score: Raw -3328541.874152 + Penalty 3333.031506 = -3325208.842646
  nChanged 78
		SP:Iteration 80F (2909.220000 sec): 3 clusters
  Score: Raw -3328562.989833 + Penalty 3333.031506 = -3325229.958326
  nChanged 62
		SP:Iteration 81Q (2909.280000 sec): 3 clusters
  Score: Raw -3328577.345665 + Penalty 3333.031506 = -3325244.314158
  nChanged 64
		SP:Iteration 82Q (2909.340000 sec): 3 clusters
  Score: Raw -3328593.259453 + Penalty 3333.031506 = -3325260.227947
  nChanged 65
		SP:Iteration 83Q (2909.400000 sec): 3 clusters
  Score: Raw -3328608.736690 + Penalty 3333.031506 = -3325275.705184
  nChanged 60
		SP:Iteration 84Q (2909.460000 sec): 3 clusters
  Score: Raw -3328620.881152 + Penalty 3333.031506 = -3325287.849645
  nChanged 61
		SP:Iteration 85Q (2909.520000 sec): 3 clusters
  Score: Raw -3328638.039300 + Penalty 3333.031506 = -3325305.007794
  nChanged 65
		SP:Iteration 86Q (2909.580000 sec): 3 clusters
  Score: Raw -3328655.727816 + Penalty 3333.031506 = -3325322.696310
  nChanged 61
		SP:Iteration 87Q (2909.640000 sec): 3 clusters
  Score: Raw -3328671.865913 + Penalty 3333.031506 = -3325338.834407
  nChanged 63
		SP:Iteration 88Q (2909.700000 sec): 3 clusters
  Score: Raw -3328687.101112 + Penalty 3333.031506 = -3325354.069606
  nChanged 55
		SP:Iteration 89Q (2909.760000 sec): 3 clusters
  Score: Raw -3328700.114064 + Penalty 3333.031506 = -3325367.082558
  nChanged 51
		SP:Iteration 90Q (2909.820000 sec): 3 clusters
  Score: Raw -3328709.852686 + Penalty 3333.031506 = -3325376.821180
  nChanged 41
		SP:Iteration 91Q (2909.880000 sec): 3 clusters
  Score: Raw -3328717.908535 + Penalty 3333.031506 = -3325384.877029
  nChanged 32
		SP:Iteration 92Q (2909.940000 sec): 3 clusters
  Score: Raw -3328724.532136 + Penalty 3333.031506 = -3325391.500630
  nChanged 37
		SP:Iteration 93Q (2910.000000 sec): 3 clusters
  Score: Raw -3328732.301203 + Penalty 3333.031506 = -3325399.269696
  nChanged 33
		SP:Iteration 94Q (2910.060000 sec): 3 clusters
  Score: Raw -3328740.363741 + Penalty 3333.031506 = -3325407.332234
  nChanged 39
		SP:Iteration 95Q (2910.110000 sec): 3 clusters
  Score: Raw -3328747.929151 + Penalty 3333.031506 = -3325414.897645
  nChanged 37
		SP:Iteration 96Q (2910.170000 sec): 3 clusters
  Score: Raw -3328756.655186 + Penalty 3333.031506 = -3325423.623679
  nChanged 41
		SP:Iteration 97Q (2910.230000 sec): 3 clusters
  Score: Raw -3328765.900938 + Penalty 3333.031506 = -3325432.869431
  nChanged 37
		SP:Iteration 98Q (2910.290000 sec): 3 clusters
  Score: Raw -3328774.913901 + Penalty 3333.031506 = -3325441.882395
  nChanged 35
		SP:Iteration 99Q (2910.350000 sec): 3 clusters
  Score: Raw -3328780.921233 + Penalty 3333.031506 = -3325447.889727
  nChanged 25
		SP:Iteration 100F (2910.420000 sec): 3 clusters
  Score: Raw -3328786.803553 + Penalty 3333.031506 = -3325453.772046
  nChanged 27
		SP:Iteration 101Q (2910.480000 sec): 3 clusters
  Score: Raw -3328793.383718 + Penalty 3333.031506 = -3325460.352211
  nChanged 24
		SP:Iteration 102Q (2910.540000 sec): 3 clusters
  Score: Raw -3328798.889686 + Penalty 3333.031506 = -3325465.858180
  nChanged 18
		SP:Iteration 103Q (2910.600000 sec): 3 clusters
  Score: Raw -3328803.309095 + Penalty 3333.031506 = -3325470.277589
  nChanged 16
		SP:Iteration 104Q (2910.660000 sec): 3 clusters
  Score: Raw -3328806.371278 + Penalty 3333.031506 = -3325473.339771
  nChanged 15
		SP:Iteration 105Q (2910.720000 sec): 3 clusters
  Score: Raw -3328809.076863 + Penalty 3333.031506 = -3325476.045357
  nChanged 9
		SP:Iteration 106Q (2910.780000 sec): 3 clusters
  Score: Raw -3328811.278801 + Penalty 3333.031506 = -3325478.247295
  nChanged 10
		SP:Iteration 107Q (2910.840000 sec): 3 clusters
  Score: Raw -3328813.881210 + Penalty 3333.031506 = -3325480.849703
  nChanged 14
		SP:Iteration 108Q (2910.890000 sec): 3 clusters
  Score: Raw -3328816.305741 + Penalty 3333.031506 = -3325483.274235
  nChanged 7
		SP:Iteration 109Q (2910.950000 sec): 3 clusters
  Score: Raw -3328817.749863 + Penalty 3333.031506 = -3325484.718357
  nChanged 12
		SP:Iteration 110Q (2911.010000 sec): 3 clusters
  Score: Raw -3328820.176471 + Penalty 3333.031506 = -3325487.144965
  nChanged 14
		SP:Iteration 111Q (2911.070000 sec): 3 clusters
  Score: Raw -3328822.802323 + Penalty 3333.031506 = -3325489.770816
  nChanged 15
		SP:Iteration 112Q (2911.120000 sec): 3 clusters
  Score: Raw -3328825.118566 + Penalty 3333.031506 = -3325492.087060
  nChanged 10
		SP:Iteration 113Q (2911.180000 sec): 3 clusters
  Score: Raw -3328827.226573 + Penalty 3333.031506 = -3325494.195067
  nChanged 5
		SP:Iteration 114Q (2911.240000 sec): 3 clusters
  Score: Raw -3328827.899266 + Penalty 3333.031506 = -3325494.867760
  nChanged 3
		SP:Iteration 115Q (2911.300000 sec): 3 clusters
  Score: Raw -3328828.452257 + Penalty 3333.031506 = -3325495.420751
  nChanged 3
		SP:Iteration 116Q (2911.360000 sec): 3 clusters
  Score: Raw -3328828.906310 + Penalty 3333.031506 = -3325495.874804
  nChanged 2
		SP:Iteration 117Q (2911.420000 sec): 3 clusters
  Score: Raw -3328829.124044 + Penalty 3333.031506 = -3325496.092538
  nChanged 0
		SP:Iteration 118F (2911.490000 sec): 3 clusters
  Score: Raw -3328829.124044 + Penalty 3333.031506 = -3325496.092538
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2911.530000 sec): 2 clusters
  Score: Raw -919326.310847 + Penalty 1467.572227 = -917858.738619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2911.550000 sec): 3 clusters
  Score: Raw -914588.164593 + Penalty 2935.144454 = -911653.020138
  nChanged 3591
		SP:Iteration 1F (2911.570000 sec): 3 clusters
  Score: Raw -916637.826587 + Penalty 2935.144454 = -913702.682132
  nChanged 598
		SP:Iteration 2F (2911.590000 sec): 3 clusters
  Score: Raw -916969.099402 + Penalty 2935.144454 = -914033.954948
  nChanged 482
		SP:Iteration 3F (2911.610000 sec): 3 clusters
  Score: Raw -917250.045674 + Penalty 2935.144454 = -914314.901220
  nChanged 434
		SP:Iteration 4F (2911.640000 sec): 3 clusters
  Score: Raw -917513.746375 + Penalty 2935.144454 = -914578.601921
  nChanged 386
		SP:Iteration 5Q (2911.660000 sec): 3 clusters
  Score: Raw -917768.861590 + Penalty 2935.144454 = -914833.717135
  nChanged 370
		SP:Iteration 6Q (2911.680000 sec): 3 clusters
  Score: Raw -917976.869223 + Penalty 2935.144454 = -915041.724769
  nChanged 332
		SP:Iteration 7Q (2911.700000 sec): 3 clusters
  Score: Raw -918160.009865 + Penalty 2935.144454 = -915224.865411
  nChanged 300
		SP:Iteration 8Q (2911.720000 sec): 3 clusters
  Score: Raw -918314.457551 + Penalty 2935.144454 = -915379.313097
  nChanged 274
		SP:Iteration 9Q (2911.740000 sec): 3 clusters
  Score: Raw -918462.042837 + Penalty 2935.144454 = -915526.898382
  nChanged 253
		SP:Iteration 10Q (2911.760000 sec): 3 clusters
  Score: Raw -918611.963076 + Penalty 2935.144454 = -915676.818622
  nChanged 238
		SP:Iteration 11Q (2911.780000 sec): 3 clusters
  Score: Raw -918770.820445 + Penalty 2935.144454 = -915835.675991
  nChanged 212
		SP:Iteration 12Q (2911.800000 sec): 3 clusters
  Score: Raw -918896.270689 + Penalty 2935.144454 = -915961.126235
  nChanged 213
		SP:Iteration 13Q (2911.820000 sec): 3 clusters
  Score: Raw -919023.159282 + Penalty 2935.144454 = -916088.014828
  nChanged 208
		SP:Iteration 14Q (2911.840000 sec): 3 clusters
  Score: Raw -919135.384074 + Penalty 2935.144454 = -916200.239620
  nChanged 151
		SP:Iteration 15Q (2911.860000 sec): 3 clusters
  Score: Raw -919233.214057 + Penalty 2935.144454 = -916298.069602
  nChanged 147
		SP:Iteration 16Q (2911.880000 sec): 3 clusters
  Score: Raw -919318.030452 + Penalty 2935.144454 = -916382.885997
  nChanged 122
		SP:Iteration 17Q (2911.900000 sec): 3 clusters
  Score: Raw -919387.216143 + Penalty 2935.144454 = -916452.071689
  nChanged 121
		SP:Iteration 18Q (2911.910000 sec): 3 clusters
  Score: Raw -919450.290525 + Penalty 2935.144454 = -916515.146070
  nChanged 109
		SP:Iteration 19Q (2911.930000 sec): 3 clusters
  Score: Raw -919492.953562 + Penalty 2935.144454 = -916557.809108
  nChanged 69
		SP:Iteration 20F (2911.950000 sec): 3 clusters
  Score: Raw -919521.834532 + Penalty 2935.144454 = -916586.690077
  nChanged 64
		SP:Iteration 21Q (2911.970000 sec): 3 clusters
  Score: Raw -919546.487482 + Penalty 2935.144454 = -916611.343027
  nChanged 68
		SP:Iteration 22Q (2911.990000 sec): 3 clusters
  Score: Raw -919573.402903 + Penalty 2935.144454 = -916638.258448
  nChanged 69
		SP:Iteration 23Q (2912.010000 sec): 3 clusters
  Score: Raw -919600.144864 + Penalty 2935.144454 = -916665.000409
  nChanged 64
		SP:Iteration 24Q (2912.020000 sec): 3 clusters
  Score: Raw -919625.369038 + Penalty 2935.144454 = -916690.224584
  nChanged 56
		SP:Iteration 25Q (2912.040000 sec): 3 clusters
  Score: Raw -919648.054240 + Penalty 2935.144454 = -916712.909786
  nChanged 43
		SP:Iteration 26Q (2912.060000 sec): 3 clusters
  Score: Raw -919666.164610 + Penalty 2935.144454 = -916731.020155
  nChanged 46
		SP:Iteration 27Q (2912.080000 sec): 3 clusters
  Score: Raw -919687.167509 + Penalty 2935.144454 = -916752.023055
  nChanged 55
		SP:Iteration 28Q (2912.100000 sec): 3 clusters
  Score: Raw -919708.572217 + Penalty 2935.144454 = -916773.427762
  nChanged 45
		SP:Iteration 29Q (2912.120000 sec): 3 clusters
  Score: Raw -919725.157329 + Penalty 2935.144454 = -916790.012875
  nChanged 48
		SP:Iteration 30Q (2912.140000 sec): 3 clusters
  Score: Raw -919741.687537 + Penalty 2935.144454 = -916806.543082
  nChanged 37
		SP:Iteration 31Q (2912.150000 sec): 3 clusters
  Score: Raw -919749.678581 + Penalty 2935.144454 = -916814.534126
  nChanged 27
		SP:Iteration 32Q (2912.170000 sec): 3 clusters
  Score: Raw -919756.787396 + Penalty 2935.144454 = -916821.642942
  nChanged 17
		SP:Iteration 33Q (2912.190000 sec): 3 clusters
  Score: Raw -919761.197602 + Penalty 2935.144454 = -916826.053147
  nChanged 13
		SP:Iteration 34Q (2912.210000 sec): 3 clusters
  Score: Raw -919764.300240 + Penalty 2935.144454 = -916829.155785
  nChanged 12
		SP:Iteration 35Q (2912.230000 sec): 3 clusters
  Score: Raw -919767.252357 + Penalty 2935.144454 = -916832.107903
  nChanged 17
		SP:Iteration 36Q (2912.240000 sec): 3 clusters
  Score: Raw -919770.897046 + Penalty 2935.144454 = -916835.752592
  nChanged 20
		SP:Iteration 37Q (2912.260000 sec): 3 clusters
  Score: Raw -919774.711041 + Penalty 2935.144454 = -916839.566587
  nChanged 19
		SP:Iteration 38Q (2912.280000 sec): 3 clusters
  Score: Raw -919778.246941 + Penalty 2935.144454 = -916843.102486
  nChanged 15
		SP:Iteration 39Q (2912.300000 sec): 3 clusters
  Score: Raw -919781.538598 + Penalty 2935.144454 = -916846.394143
  nChanged 13
		SP:Iteration 40F (2912.320000 sec): 3 clusters
  Score: Raw -919784.962556 + Penalty 2935.144454 = -916849.818101
  nChanged 15
		SP:Iteration 41Q (2912.340000 sec): 3 clusters
  Score: Raw -919788.287813 + Penalty 2935.144454 = -916853.143358
  nChanged 13
		SP:Iteration 42Q (2912.360000 sec): 3 clusters
  Score: Raw -919790.428311 + Penalty 2935.144454 = -916855.283856
  nChanged 13
		SP:Iteration 43Q (2912.380000 sec): 3 clusters
  Score: Raw -919792.580405 + Penalty 2935.144454 = -916857.435950
  nChanged 10
		SP:Iteration 44Q (2912.390000 sec): 3 clusters
  Score: Raw -919794.658140 + Penalty 2935.144454 = -916859.513686
  nChanged 11
		SP:Iteration 45Q (2912.410000 sec): 3 clusters
  Score: Raw -919796.640186 + Penalty 2935.144454 = -916861.495731
  nChanged 10
		SP:Iteration 46Q (2912.430000 sec): 3 clusters
  Score: Raw -919798.284932 + Penalty 2935.144454 = -916863.140478
  nChanged 8
		SP:Iteration 47Q (2912.450000 sec): 3 clusters
  Score: Raw -919799.751071 + Penalty 2935.144454 = -916864.606617
  nChanged 5
		SP:Iteration 48Q (2912.460000 sec): 3 clusters
  Score: Raw -919800.626944 + Penalty 2935.144454 = -916865.482489
  nChanged 5
		SP:Iteration 49Q (2912.480000 sec): 3 clusters
  Score: Raw -919801.245407 + Penalty 2935.144454 = -916866.100953
  nChanged 3
		SP:Iteration 50Q (2912.500000 sec): 3 clusters
  Score: Raw -919802.054211 + Penalty 2935.144454 = -916866.909756
  nChanged 7
		SP:Iteration 51Q (2912.520000 sec): 3 clusters
  Score: Raw -919803.917876 + Penalty 2935.144454 = -916868.773421
  nChanged 8
		SP:Iteration 52Q (2912.540000 sec): 3 clusters
  Score: Raw -919805.344241 + Penalty 2935.144454 = -916870.199786
  nChanged 5
		SP:Iteration 53Q (2912.560000 sec): 3 clusters
  Score: Raw -919806.341648 + Penalty 2935.144454 = -916871.197194
  nChanged 4
		SP:Iteration 54Q (2912.580000 sec): 3 clusters
  Score: Raw -919807.060299 + Penalty 2935.144454 = -916871.915844
  nChanged 2
		SP:Iteration 55Q (2912.590000 sec): 3 clusters
  Score: Raw -919807.354007 + Penalty 2935.144454 = -916872.209552
  nChanged 4
		SP:Iteration 56Q (2912.610000 sec): 3 clusters
  Score: Raw -919807.917215 + Penalty 2935.144454 = -916872.772760
  nChanged 3
		SP:Iteration 57Q (2912.630000 sec): 3 clusters
  Score: Raw -919808.414462 + Penalty 2935.144454 = -916873.270008
  nChanged 2
		SP:Iteration 58Q (2912.650000 sec): 3 clusters
  Score: Raw -919808.681756 + Penalty 2935.144454 = -916873.537302
  nChanged 3
		SP:Iteration 59Q (2912.660000 sec): 3 clusters
  Score: Raw -919809.026168 + Penalty 2935.144454 = -916873.881714
  nChanged 1
		SP:Iteration 60F (2912.690000 sec): 3 clusters
  Score: Raw -919809.216840 + Penalty 2935.144454 = -916874.072386
  nChanged 1
		SP:Iteration 61Q (2912.700000 sec): 3 clusters
  Score: Raw -919809.256962 + Penalty 2935.144454 = -916874.112508
  nChanged 0
		SP:Iteration 62F (2912.730000 sec): 3 clusters
  Score: Raw -919809.256962 + Penalty 2935.144454 = -916874.112508
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2912.740000 sec): 2 clusters
  Score: Raw -34643.685724 + Penalty 938.868503 = -33704.817221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2912.740000 sec): 3 clusters
  Score: Raw -34710.932166 + Penalty 1877.737005 = -32833.195161
  nChanged 61
		SP:Iteration 1F (2912.740000 sec): 3 clusters
  Score: Raw -34842.535015 + Penalty 1877.737005 = -32964.798010
  nChanged 21
		SP:Iteration 2F (2912.740000 sec): 3 clusters
  Score: Raw -34904.859793 + Penalty 1877.737005 = -33027.122788
  nChanged 18
		SP:Iteration 3F (2912.740000 sec): 3 clusters
  Score: Raw -34968.593897 + Penalty 1877.737005 = -33090.856892
  nChanged 14
		SP:Iteration 4Q (2912.740000 sec): 3 clusters
  Score: Raw -35014.535261 + Penalty 1877.737005 = -33136.798256
  nChanged 14
		SP:Iteration 5Q (2912.740000 sec): 3 clusters
  Score: Raw -35048.485477 + Penalty 1877.737005 = -33170.748472
  nChanged 10
		SP:Iteration 6Q (2912.740000 sec): 3 clusters
  Score: Raw -35084.749952 + Penalty 1877.737005 = -33207.012947
  nChanged 7
		SP:Iteration 7Q (2912.740000 sec): 3 clusters
  Score: Raw -35104.041241 + Penalty 1877.737005 = -33226.304236
  nChanged 9
		SP:Iteration 8Q (2912.740000 sec): 3 clusters
  Score: Raw -35126.929084 + Penalty 1877.737005 = -33249.192079
  nChanged 6
		SP:Iteration 9Q (2912.740000 sec): 3 clusters
  Score: Raw -35145.845356 + Penalty 1877.737005 = -33268.108351
  nChanged 5
		SP:Iteration 10Q (2912.740000 sec): 3 clusters
  Score: Raw -35176.972683 + Penalty 1877.737005 = -33299.235678
  nChanged 4
		SP:Iteration 11Q (2912.750000 sec): 3 clusters
  Score: Raw -35190.260277 + Penalty 1877.737005 = -33312.523272
  nChanged 3
		SP:Iteration 12Q (2912.750000 sec): 3 clusters
  Score: Raw -35203.674259 + Penalty 1877.737005 = -33325.937254
  nChanged 2
		SP:Iteration 13Q (2912.750000 sec): 3 clusters
  Score: Raw -35210.988006 + Penalty 1877.737005 = -33333.251000
  nChanged 0
		SP:Iteration 14F (2912.750000 sec): 3 clusters
  Score: Raw -35210.988006 + Penalty 1877.737005 = -33333.251000
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2912.760000 sec): 2 clusters
  Score: Raw -189838.247631 + Penalty 1218.025566 = -188620.222065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2912.760000 sec): 3 clusters
  Score: Raw -189128.618021 + Penalty 2436.051132 = -186692.566889
  nChanged 624
		SP:Iteration 1F (2912.770000 sec): 3 clusters
  Score: Raw -189537.627205 + Penalty 2436.051132 = -187101.576073
  nChanged 138
		SP:Iteration 2F (2912.770000 sec): 3 clusters
  Score: Raw -189665.886643 + Penalty 2436.051132 = -187229.835511
  nChanged 94
		SP:Iteration 3F (2912.780000 sec): 3 clusters
  Score: Raw -189759.360500 + Penalty 2436.051132 = -187323.309368
  nChanged 92
		SP:Iteration 4F (2912.780000 sec): 3 clusters
  Score: Raw -189868.767533 + Penalty 2436.051132 = -187432.716401
  nChanged 87
		SP:Iteration 5Q (2912.780000 sec): 3 clusters
  Score: Raw -189973.606748 + Penalty 2436.051132 = -187537.555616
  nChanged 67
		SP:Iteration 6Q (2912.790000 sec): 3 clusters
  Score: Raw -190051.552610 + Penalty 2436.051132 = -187615.501478
  nChanged 52
		SP:Iteration 7Q (2912.800000 sec): 3 clusters
  Score: Raw -190110.514468 + Penalty 2436.051132 = -187674.463336
  nChanged 63
		SP:Iteration 8Q (2912.800000 sec): 3 clusters
  Score: Raw -190172.077479 + Penalty 2436.051132 = -187736.026347
  nChanged 54
		SP:Iteration 9Q (2912.800000 sec): 3 clusters
  Score: Raw -190226.391679 + Penalty 2436.051132 = -187790.340547
  nChanged 29
		SP:Iteration 10Q (2912.810000 sec): 3 clusters
  Score: Raw -190248.115806 + Penalty 2436.051132 = -187812.064674
  nChanged 23
		SP:Iteration 11Q (2912.810000 sec): 3 clusters
  Score: Raw -190263.409874 + Penalty 2436.051132 = -187827.358743
  nChanged 21
		SP:Iteration 12Q (2912.820000 sec): 3 clusters
  Score: Raw -190282.661904 + Penalty 2436.051132 = -187846.610773
  nChanged 20
		SP:Iteration 13Q (2912.820000 sec): 3 clusters
  Score: Raw -190296.660515 + Penalty 2436.051132 = -187860.609384
  nChanged 12
		SP:Iteration 14Q (2912.820000 sec): 3 clusters
  Score: Raw -190302.375015 + Penalty 2436.051132 = -187866.323883
  nChanged 10
		SP:Iteration 15Q (2912.830000 sec): 3 clusters
  Score: Raw -190309.204401 + Penalty 2436.051132 = -187873.153270
  nChanged 11
		SP:Iteration 16Q (2912.830000 sec): 3 clusters
  Score: Raw -190314.784567 + Penalty 2436.051132 = -187878.733436
  nChanged 9
		SP:Iteration 17Q (2912.840000 sec): 3 clusters
  Score: Raw -190318.952883 + Penalty 2436.051132 = -187882.901751
  nChanged 9
		SP:Iteration 18Q (2912.840000 sec): 3 clusters
  Score: Raw -190323.034935 + Penalty 2436.051132 = -187886.983803
  nChanged 7
		SP:Iteration 19Q (2912.840000 sec): 3 clusters
  Score: Raw -190328.002770 + Penalty 2436.051132 = -187891.951639
  nChanged 4
		SP:Iteration 20F (2912.850000 sec): 3 clusters
  Score: Raw -190332.868934 + Penalty 2436.051132 = -187896.817802
  nChanged 4
		SP:Iteration 21Q (2912.850000 sec): 3 clusters
  Score: Raw -190335.639105 + Penalty 2436.051132 = -187899.587974
  nChanged 4
		SP:Iteration 22Q (2912.860000 sec): 3 clusters
  Score: Raw -190336.469669 + Penalty 2436.051132 = -187900.418537
  nChanged 0
		SP:Iteration 23F (2912.860000 sec): 3 clusters
  Score: Raw -190336.469669 + Penalty 2436.051132 = -187900.418537
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2912.880000 sec): 2 clusters
  Score: Raw -466367.438601 + Penalty 1353.647825 = -465013.790776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2912.890000 sec): 3 clusters
  Score: Raw -464278.092167 + Penalty 2707.295650 = -461570.796517
  nChanged 1643
		SP:Iteration 1F (2912.900000 sec): 3 clusters
  Score: Raw -465182.320814 + Penalty 2707.295650 = -462475.025165
  nChanged 318
		SP:Iteration 2F (2912.910000 sec): 3 clusters
  Score: Raw -465395.331263 + Penalty 2707.295650 = -462688.035613
  nChanged 249
		SP:Iteration 3F (2912.920000 sec): 3 clusters
  Score: Raw -465573.565588 + Penalty 2707.295650 = -462866.269938
  nChanged 203
		SP:Iteration 4Q (2912.930000 sec): 3 clusters
  Score: Raw -465718.068615 + Penalty 2707.295650 = -463010.772965
  nChanged 176
		SP:Iteration 5Q (2912.940000 sec): 3 clusters
  Score: Raw -465831.406165 + Penalty 2707.295650 = -463124.110515
  nChanged 137
		SP:Iteration 6Q (2912.950000 sec): 3 clusters
  Score: Raw -465906.186422 + Penalty 2707.295650 = -463198.890773
  nChanged 123
		SP:Iteration 7Q (2912.960000 sec): 3 clusters
  Score: Raw -465966.916265 + Penalty 2707.295650 = -463259.620615
  nChanged 99
		SP:Iteration 8Q (2912.970000 sec): 3 clusters
  Score: Raw -466019.521220 + Penalty 2707.295650 = -463312.225570
  nChanged 92
		SP:Iteration 9Q (2912.980000 sec): 3 clusters
  Score: Raw -466059.125575 + Penalty 2707.295650 = -463351.829925
  nChanged 80
		SP:Iteration 10Q (2913.000000 sec): 3 clusters
  Score: Raw -466094.196561 + Penalty 2707.295650 = -463386.900912
  nChanged 66
		SP:Iteration 11Q (2913.000000 sec): 3 clusters
  Score: Raw -466121.271365 + Penalty 2707.295650 = -463413.975715
  nChanged 66
		SP:Iteration 12Q (2913.020000 sec): 3 clusters
  Score: Raw -466150.354699 + Penalty 2707.295650 = -463443.059049
  nChanged 68
		SP:Iteration 13Q (2913.020000 sec): 3 clusters
  Score: Raw -466180.949190 + Penalty 2707.295650 = -463473.653541
  nChanged 63
		SP:Iteration 14Q (2913.040000 sec): 3 clusters
  Score: Raw -466210.138191 + Penalty 2707.295650 = -463502.842541
  nChanged 61
		SP:Iteration 15Q (2913.040000 sec): 3 clusters
  Score: Raw -466240.050691 + Penalty 2707.295650 = -463532.755041
  nChanged 60
		SP:Iteration 16Q (2913.060000 sec): 3 clusters
  Score: Raw -466273.531064 + Penalty 2707.295650 = -463566.235414
  nChanged 57
		SP:Iteration 17Q (2913.060000 sec): 3 clusters
  Score: Raw -466304.809079 + Penalty 2707.295650 = -463597.513429
  nChanged 52
		SP:Iteration 18Q (2913.080000 sec): 3 clusters
  Score: Raw -466330.098439 + Penalty 2707.295650 = -463622.802790
  nChanged 49
		SP:Iteration 19Q (2913.080000 sec): 3 clusters
  Score: Raw -466352.162367 + Penalty 2707.295650 = -463644.866717
  nChanged 51
		SP:Iteration 20F (2913.100000 sec): 3 clusters
  Score: Raw -466376.250260 + Penalty 2707.295650 = -463668.954610
  nChanged 47
		SP:Iteration 21Q (2913.100000 sec): 3 clusters
  Score: Raw -466402.604046 + Penalty 2707.295650 = -463695.308396
  nChanged 44
		SP:Iteration 22Q (2913.120000 sec): 3 clusters
  Score: Raw -466423.719482 + Penalty 2707.295650 = -463716.423833
  nChanged 32
		SP:Iteration 23Q (2913.120000 sec): 3 clusters
  Score: Raw -466439.877981 + Penalty 2707.295650 = -463732.582331
  nChanged 29
		SP:Iteration 24Q (2913.140000 sec): 3 clusters
  Score: Raw -466454.373864 + Penalty 2707.295650 = -463747.078215
  nChanged 29
		SP:Iteration 25Q (2913.140000 sec): 3 clusters
  Score: Raw -466474.325217 + Penalty 2707.295650 = -463767.029567
  nChanged 33
		SP:Iteration 26Q (2913.160000 sec): 3 clusters
  Score: Raw -466497.025517 + Penalty 2707.295650 = -463789.729867
  nChanged 31
		SP:Iteration 27Q (2913.160000 sec): 3 clusters
  Score: Raw -466517.249842 + Penalty 2707.295650 = -463809.954192
  nChanged 28
		SP:Iteration 28Q (2913.180000 sec): 3 clusters
  Score: Raw -466532.980068 + Penalty 2707.295650 = -463825.684418
  nChanged 27
		SP:Iteration 29Q (2913.180000 sec): 3 clusters
  Score: Raw -466547.334512 + Penalty 2707.295650 = -463840.038863
  nChanged 19
		SP:Iteration 30Q (2913.190000 sec): 3 clusters
  Score: Raw -466558.798373 + Penalty 2707.295650 = -463851.502724
  nChanged 25
		SP:Iteration 31Q (2913.200000 sec): 3 clusters
  Score: Raw -466572.230085 + Penalty 2707.295650 = -463864.934435
  nChanged 22
		SP:Iteration 32Q (2913.210000 sec): 3 clusters
  Score: Raw -466582.334673 + Penalty 2707.295650 = -463875.039023
  nChanged 15
		SP:Iteration 33Q (2913.220000 sec): 3 clusters
  Score: Raw -466589.220150 + Penalty 2707.295650 = -463881.924500
  nChanged 21
		SP:Iteration 34Q (2913.230000 sec): 3 clusters
  Score: Raw -466598.757862 + Penalty 2707.295650 = -463891.462213
  nChanged 22
		SP:Iteration 35Q (2913.240000 sec): 3 clusters
  Score: Raw -466608.025548 + Penalty 2707.295650 = -463900.729899
  nChanged 16
		SP:Iteration 36Q (2913.240000 sec): 3 clusters
  Score: Raw -466615.155050 + Penalty 2707.295650 = -463907.859400
  nChanged 17
		SP:Iteration 37Q (2913.260000 sec): 3 clusters
  Score: Raw -466623.624947 + Penalty 2707.295650 = -463916.329297
  nChanged 23
		SP:Iteration 38Q (2913.260000 sec): 3 clusters
  Score: Raw -466637.599695 + Penalty 2707.295650 = -463930.304045
  nChanged 21
		SP:Iteration 39Q (2913.270000 sec): 3 clusters
  Score: Raw -466650.288128 + Penalty 2707.295650 = -463942.992479
  nChanged 21
		SP:Iteration 40F (2913.280000 sec): 3 clusters
  Score: Raw -466659.567872 + Penalty 2707.295650 = -463952.272223
  nChanged 10
		SP:Iteration 41Q (2913.290000 sec): 3 clusters
  Score: Raw -466664.018608 + Penalty 2707.295650 = -463956.722958
  nChanged 14
		SP:Iteration 42Q (2913.300000 sec): 3 clusters
  Score: Raw -466674.156720 + Penalty 2707.295650 = -463966.861071
  nChanged 17
		SP:Iteration 43Q (2913.310000 sec): 3 clusters
  Score: Raw -466687.585165 + Penalty 2707.295650 = -463980.289515
  nChanged 11
		SP:Iteration 44Q (2913.320000 sec): 3 clusters
  Score: Raw -466692.450217 + Penalty 2707.295650 = -463985.154568
  nChanged 7
		SP:Iteration 45Q (2913.330000 sec): 3 clusters
  Score: Raw -466694.335298 + Penalty 2707.295650 = -463987.039649
  nChanged 5
		SP:Iteration 46Q (2913.340000 sec): 3 clusters
  Score: Raw -466695.657827 + Penalty 2707.295650 = -463988.362178
  nChanged 7
		SP:Iteration 47Q (2913.340000 sec): 3 clusters
  Score: Raw -466698.235197 + Penalty 2707.295650 = -463990.939547
  nChanged 3
		SP:Iteration 48Q (2913.350000 sec): 3 clusters
  Score: Raw -466698.888167 + Penalty 2707.295650 = -463991.592518
  nChanged 1
		SP:Iteration 49Q (2913.360000 sec): 3 clusters
  Score: Raw -466699.472041 + Penalty 2707.295650 = -463992.176392
  nChanged 0
		SP:Iteration 50F (2913.370000 sec): 3 clusters
  Score: Raw -466699.472041 + Penalty 2707.295650 = -463992.176392
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (3467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2913.380000 sec): 2 clusters
  Score: Raw -370130.219151 + Penalty 1324.544804 = -368805.674347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2913.400000 sec): 3 clusters
  Score: Raw -368446.771401 + Penalty 2649.089607 = -365797.681793
  nChanged 1345
		SP:Iteration 1F (2913.400000 sec): 3 clusters
  Score: Raw -369388.043010 + Penalty 2649.089607 = -366738.953403
  nChanged 325
		SP:Iteration 2F (2913.410000 sec): 3 clusters
  Score: Raw -369692.786298 + Penalty 2649.089607 = -367043.696691
  nChanged 247
		SP:Iteration 3F (2913.420000 sec): 3 clusters
  Score: Raw -369952.270478 + Penalty 2649.089607 = -367303.180871
  nChanged 249
		SP:Iteration 4F (2913.430000 sec): 3 clusters
  Score: Raw -370238.264854 + Penalty 2649.089607 = -367589.175246
  nChanged 228
		SP:Iteration 5F (2913.440000 sec): 3 clusters
  Score: Raw -370540.088563 + Penalty 2649.089607 = -367890.998955
  nChanged 216
		SP:Iteration 6F (2913.450000 sec): 3 clusters
  Score: Raw -370864.158808 + Penalty 2649.089607 = -368215.069201
  nChanged 192
		SP:Iteration 7F (2913.460000 sec): 3 clusters
  Score: Raw -371174.824221 + Penalty 2649.089607 = -368525.734614
  nChanged 153
		SP:Iteration 8Q (2913.460000 sec): 3 clusters
  Score: Raw -371409.705124 + Penalty 2649.089607 = -368760.615517
  nChanged 108
		SP:Iteration 9Q (2913.470000 sec): 3 clusters
  Score: Raw -371525.566207 + Penalty 2649.089607 = -368876.476600
  nChanged 82
		SP:Iteration 10Q (2913.480000 sec): 3 clusters
  Score: Raw -371601.077408 + Penalty 2649.089607 = -368951.987801
  nChanged 63
		SP:Iteration 11Q (2913.490000 sec): 3 clusters
  Score: Raw -371678.728136 + Penalty 2649.089607 = -369029.638529
  nChanged 68
		SP:Iteration 12Q (2913.500000 sec): 3 clusters
  Score: Raw -371733.110074 + Penalty 2649.089607 = -369084.020466
  nChanged 60
		SP:Iteration 13Q (2913.500000 sec): 3 clusters
  Score: Raw -371772.142672 + Penalty 2649.089607 = -369123.053065
  nChanged 45
		SP:Iteration 14Q (2913.510000 sec): 3 clusters
  Score: Raw -371798.658246 + Penalty 2649.089607 = -369149.568639
  nChanged 40
		SP:Iteration 15Q (2913.520000 sec): 3 clusters
  Score: Raw -371828.048685 + Penalty 2649.089607 = -369178.959078
  nChanged 41
		SP:Iteration 16Q (2913.530000 sec): 3 clusters
  Score: Raw -371850.203944 + Penalty 2649.089607 = -369201.114336
  nChanged 32
		SP:Iteration 17Q (2913.530000 sec): 3 clusters
  Score: Raw -371871.076133 + Penalty 2649.089607 = -369221.986526
  nChanged 35
		SP:Iteration 18Q (2913.540000 sec): 3 clusters
  Score: Raw -371892.790731 + Penalty 2649.089607 = -369243.701124
  nChanged 36
		SP:Iteration 19Q (2913.550000 sec): 3 clusters
  Score: Raw -371910.006857 + Penalty 2649.089607 = -369260.917250
  nChanged 19
		SP:Iteration 20F (2913.560000 sec): 3 clusters
  Score: Raw -371918.561153 + Penalty 2649.089607 = -369269.471546
  nChanged 20
		SP:Iteration 21Q (2913.560000 sec): 3 clusters
  Score: Raw -371928.424370 + Penalty 2649.089607 = -369279.334762
  nChanged 9
		SP:Iteration 22Q (2913.570000 sec): 3 clusters
  Score: Raw -371931.546418 + Penalty 2649.089607 = -369282.456811
  nChanged 6
		SP:Iteration 23Q (2913.580000 sec): 3 clusters
  Score: Raw -371933.360155 + Penalty 2649.089607 = -369284.270548
  nChanged 5
		SP:Iteration 24Q (2913.590000 sec): 3 clusters
  Score: Raw -371934.758281 + Penalty 2649.089607 = -369285.668674
  nChanged 0
		SP:Iteration 25F (2913.600000 sec): 3 clusters
  Score: Raw -371934.758281 + Penalty 2649.089607 = -369285.668674
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (7596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2913.630000 sec): 2 clusters
  Score: Raw -843866.142373 + Penalty 1451.998774 = -842414.143599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2913.650000 sec): 3 clusters
  Score: Raw -839778.645252 + Penalty 2903.997548 = -836874.647703
  nChanged 3176
		SP:Iteration 1F (2913.670000 sec): 3 clusters
  Score: Raw -841426.243210 + Penalty 2903.997548 = -838522.245662
  nChanged 517
		SP:Iteration 2F (2913.690000 sec): 3 clusters
  Score: Raw -841675.062059 + Penalty 2903.997548 = -838771.064510
  nChanged 424
		SP:Iteration 3F (2913.700000 sec): 3 clusters
  Score: Raw -841885.087174 + Penalty 2903.997548 = -838981.089625
  nChanged 376
		SP:Iteration 4Q (2913.720000 sec): 3 clusters
  Score: Raw -842086.061816 + Penalty 2903.997548 = -839182.064267
  nChanged 355
		SP:Iteration 5Q (2913.740000 sec): 3 clusters
  Score: Raw -842289.432334 + Penalty 2903.997548 = -839385.434786
  nChanged 345
		SP:Iteration 6Q (2913.760000 sec): 3 clusters
  Score: Raw -842492.534433 + Penalty 2903.997548 = -839588.536884
  nChanged 341
		SP:Iteration 7Q (2913.780000 sec): 3 clusters
  Score: Raw -842694.295264 + Penalty 2903.997548 = -839790.297715
  nChanged 335
		SP:Iteration 8Q (2913.800000 sec): 3 clusters
  Score: Raw -842902.826770 + Penalty 2903.997548 = -839998.829222
  nChanged 334
		SP:Iteration 9Q (2913.820000 sec): 3 clusters
  Score: Raw -843130.098073 + Penalty 2903.997548 = -840226.100524
  nChanged 342
		SP:Iteration 10Q (2913.840000 sec): 3 clusters
  Score: Raw -843374.658279 + Penalty 2903.997548 = -840470.660731
  nChanged 330
		SP:Iteration 11Q (2913.860000 sec): 3 clusters
  Score: Raw -843601.452934 + Penalty 2903.997548 = -840697.455386
  nChanged 246
		SP:Iteration 12Q (2913.880000 sec): 3 clusters
  Score: Raw -843758.450612 + Penalty 2903.997548 = -840854.453064
  nChanged 174
		SP:Iteration 13Q (2913.900000 sec): 3 clusters
  Score: Raw -843863.516980 + Penalty 2903.997548 = -840959.519432
  nChanged 147
		SP:Iteration 14Q (2913.920000 sec): 3 clusters
  Score: Raw -843956.018605 + Penalty 2903.997548 = -841052.021057
  nChanged 123
		SP:Iteration 15Q (2913.930000 sec): 3 clusters
  Score: Raw -844027.477470 + Penalty 2903.997548 = -841123.479922
  nChanged 116
		SP:Iteration 16Q (2913.950000 sec): 3 clusters
  Score: Raw -844093.537093 + Penalty 2903.997548 = -841189.539545
  nChanged 87
		SP:Iteration 17Q (2913.970000 sec): 3 clusters
  Score: Raw -844142.990247 + Penalty 2903.997548 = -841238.992699
  nChanged 78
		SP:Iteration 18Q (2913.990000 sec): 3 clusters
  Score: Raw -844187.606402 + Penalty 2903.997548 = -841283.608853
  nChanged 54
		SP:Iteration 19Q (2914.000000 sec): 3 clusters
  Score: Raw -844215.213288 + Penalty 2903.997548 = -841311.215740
  nChanged 38
		SP:Iteration 20F (2914.020000 sec): 3 clusters
  Score: Raw -844246.297095 + Penalty 2903.997548 = -841342.299547
  nChanged 30
		SP:Iteration 21Q (2914.040000 sec): 3 clusters
  Score: Raw -844265.918976 + Penalty 2903.997548 = -841361.921428
  nChanged 22
		SP:Iteration 22Q (2914.060000 sec): 3 clusters
  Score: Raw -844278.802786 + Penalty 2903.997548 = -841374.805237
  nChanged 16
		SP:Iteration 23Q (2914.080000 sec): 3 clusters
  Score: Raw -844286.580272 + Penalty 2903.997548 = -841382.582724
  nChanged 9
		SP:Iteration 24Q (2914.090000 sec): 3 clusters
  Score: Raw -844290.202689 + Penalty 2903.997548 = -841386.205140
  nChanged 4
		SP:Iteration 25Q (2914.110000 sec): 3 clusters
  Score: Raw -844292.558389 + Penalty 2903.997548 = -841388.560841
  nChanged 5
		SP:Iteration 26Q (2914.120000 sec): 3 clusters
  Score: Raw -844294.883561 + Penalty 2903.997548 = -841390.886012
  nChanged 6
		SP:Iteration 27Q (2914.140000 sec): 3 clusters
  Score: Raw -844297.615607 + Penalty 2903.997548 = -841393.618058
  nChanged 7
		SP:Iteration 28Q (2914.160000 sec): 3 clusters
  Score: Raw -844300.706992 + Penalty 2903.997548 = -841396.709444
  nChanged 7
		SP:Iteration 29Q (2914.180000 sec): 3 clusters
  Score: Raw -844304.397557 + Penalty 2903.997548 = -841400.400009
  nChanged 7
		SP:Iteration 30Q (2914.190000 sec): 3 clusters
  Score: Raw -844307.128732 + Penalty 2903.997548 = -841403.131183
  nChanged 3
		SP:Iteration 31Q (2914.210000 sec): 3 clusters
  Score: Raw -844309.623377 + Penalty 2903.997548 = -841405.625829
  nChanged 2
		SP:Iteration 32Q (2914.220000 sec): 3 clusters
  Score: Raw -844310.508918 + Penalty 2903.997548 = -841406.511370
  nChanged 2
		SP:Iteration 33Q (2914.240000 sec): 3 clusters
  Score: Raw -844311.526868 + Penalty 2903.997548 = -841407.529319
  nChanged 2
		SP:Iteration 34Q (2914.260000 sec): 3 clusters
  Score: Raw -844311.987937 + Penalty 2903.997548 = -841407.990388
  nChanged 1
		SP:Iteration 35Q (2914.270000 sec): 3 clusters
  Score: Raw -844312.603242 + Penalty 2903.997548 = -841408.605694
  nChanged 0
		SP:Iteration 36F (2914.290000 sec): 3 clusters
  Score: Raw -844312.603242 + Penalty 2903.997548 = -841408.605694
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2914.390000 sec): 2 clusters
  Score: Raw -3739813.735039 + Penalty 1684.468974 = -3738129.266065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2914.480000 sec): 3 clusters
  Score: Raw -3720059.614950 + Penalty 3368.937947 = -3716690.677002
  nChanged 14683
		SP:Iteration 1F (2914.560000 sec): 3 clusters
  Score: Raw -3728212.937167 + Penalty 3368.937947 = -3724843.999220
  nChanged 1316
		SP:Iteration 2Q (2914.650000 sec): 3 clusters
  Score: Raw -3728613.490061 + Penalty 3368.937947 = -3725244.552114
  nChanged 1340
		SP:Iteration 3Q (2914.740000 sec): 3 clusters
  Score: Raw -3729052.573037 + Penalty 3368.937947 = -3725683.635090
  nChanged 1297
		SP:Iteration 4Q (2914.820000 sec): 3 clusters
  Score: Raw -3729558.807501 + Penalty 3368.937947 = -3726189.869554
  nChanged 1451
		SP:Iteration 5Q (2914.910000 sec): 3 clusters
  Score: Raw -3730260.758956 + Penalty 3368.937947 = -3726891.821008
  nChanged 1709
		SP:Iteration 6F (2915.000000 sec): 3 clusters
  Score: Raw -3731245.364803 + Penalty 3368.937947 = -3727876.426856
  nChanged 2019
		SP:Iteration 7F (2915.080000 sec): 3 clusters
  Score: Raw -3732685.240189 + Penalty 3368.937947 = -3729316.302242
  nChanged 2232
		SP:Iteration 8F (2915.160000 sec): 3 clusters
  Score: Raw -3734452.005435 + Penalty 3368.937947 = -3731083.067488
  nChanged 2084
		SP:Iteration 9F (2915.240000 sec): 3 clusters
  Score: Raw -3736244.237676 + Penalty 3368.937947 = -3732875.299729
  nChanged 1747
		SP:Iteration 10F (2915.330000 sec): 3 clusters
  Score: Raw -3737803.691000 + Penalty 3368.937947 = -3734434.753053
  nChanged 1165
		SP:Iteration 11Q (2915.400000 sec): 3 clusters
  Score: Raw -3738843.461001 + Penalty 3368.937947 = -3735474.523053
  nChanged 634
		SP:Iteration 12Q (2915.480000 sec): 3 clusters
  Score: Raw -3739402.905907 + Penalty 3368.937947 = -3736033.967960
  nChanged 307
		SP:Iteration 13Q (2915.540000 sec): 3 clusters
  Score: Raw -3739661.817122 + Penalty 3368.937947 = -3736292.879174
  nChanged 159
		SP:Iteration 14Q (2915.600000 sec): 3 clusters
  Score: Raw -3739815.503520 + Penalty 3368.937947 = -3736446.565573
  nChanged 100
		SP:Iteration 15Q (2915.660000 sec): 3 clusters
  Score: Raw -3739917.853242 + Penalty 3368.937947 = -3736548.915294
  nChanged 61
		SP:Iteration 16Q (2915.720000 sec): 3 clusters
  Score: Raw -3739969.905943 + Penalty 3368.937947 = -3736600.967996
  nChanged 32
		SP:Iteration 17Q (2915.780000 sec): 3 clusters
  Score: Raw -3740000.742648 + Penalty 3368.937947 = -3736631.804700
  nChanged 24
		SP:Iteration 18Q (2915.840000 sec): 3 clusters
  Score: Raw -3740025.774444 + Penalty 3368.937947 = -3736656.836496
  nChanged 14
		SP:Iteration 19Q (2915.900000 sec): 3 clusters
  Score: Raw -3740038.815734 + Penalty 3368.937947 = -3736669.877787
  nChanged 12
		SP:Iteration 20F (2915.980000 sec): 3 clusters
  Score: Raw -3740050.125391 + Penalty 3368.937947 = -3736681.187444
  nChanged 8
		SP:Iteration 21Q (2916.040000 sec): 3 clusters
  Score: Raw -3740055.972125 + Penalty 3368.937947 = -3736687.034177
  nChanged 4
		SP:Iteration 22Q (2916.100000 sec): 3 clusters
  Score: Raw -3740059.816870 + Penalty 3368.937947 = -3736690.878923
  nChanged 3
		SP:Iteration 23Q (2916.160000 sec): 3 clusters
  Score: Raw -3740061.639901 + Penalty 3368.937947 = -3736692.701954
  nChanged 0
		SP:Iteration 24F (2916.240000 sec): 3 clusters
  Score: Raw -3740061.639901 + Penalty 3368.937947 = -3736692.701954
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2916.260000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2916.260000 sec): 3 clusters
  Score: Raw -28348.350727 + Penalty 1810.950060 = -26537.400667
  nChanged 45
		SP:Iteration 1F (2916.260000 sec): 3 clusters
  Score: Raw -28467.397471 + Penalty 1810.950060 = -26656.447410
  nChanged 12
		SP:Iteration 2Q (2916.260000 sec): 3 clusters
  Score: Raw -28515.766731 + Penalty 1810.950060 = -26704.816671
  nChanged 7
		SP:Iteration 3Q (2916.260000 sec): 3 clusters
  Score: Raw -28545.789349 + Penalty 1810.950060 = -26734.839288
  nChanged 6
		SP:Iteration 4Q (2916.260000 sec): 3 clusters
  Score: Raw -28564.436184 + Penalty 1810.950060 = -26753.486123
  nChanged 1
		SP:Iteration 5Q (2916.260000 sec): 3 clusters
  Score: Raw -28566.738680 + Penalty 1810.950060 = -26755.788620
  nChanged 1
		SP:Iteration 6Q (2916.260000 sec): 3 clusters
  Score: Raw -28568.812430 + Penalty 1810.950060 = -26757.862369
  nChanged 0
		SP:Iteration 7F (2916.260000 sec): 3 clusters
  Score: Raw -28568.812430 + Penalty 1810.950060 = -26757.862369
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2916.280000 sec): 2 clusters
  Score: Raw -285834.575566 + Penalty 1273.281628 = -284561.293938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2916.280000 sec): 3 clusters
  Score: Raw -284694.730389 + Penalty 2546.563255 = -282148.167133
  nChanged 942
		SP:Iteration 1F (2916.280000 sec): 3 clusters
  Score: Raw -285279.550680 + Penalty 2546.563255 = -282732.987425
  nChanged 193
		SP:Iteration 2F (2916.290000 sec): 3 clusters
  Score: Raw -285397.811329 + Penalty 2546.563255 = -282851.248074
  nChanged 127
		SP:Iteration 3F (2916.300000 sec): 3 clusters
  Score: Raw -285488.731208 + Penalty 2546.563255 = -282942.167952
  nChanged 104
		SP:Iteration 4Q (2916.300000 sec): 3 clusters
  Score: Raw -285558.233204 + Penalty 2546.563255 = -283011.669949
  nChanged 100
		SP:Iteration 5Q (2916.310000 sec): 3 clusters
  Score: Raw -285628.762517 + Penalty 2546.563255 = -283082.199262
  nChanged 110
		SP:Iteration 6Q (2916.320000 sec): 3 clusters
  Score: Raw -285704.776682 + Penalty 2546.563255 = -283158.213427
  nChanged 112
		SP:Iteration 7Q (2916.320000 sec): 3 clusters
  Score: Raw -285796.780363 + Penalty 2546.563255 = -283250.217108
  nChanged 99
		SP:Iteration 8Q (2916.330000 sec): 3 clusters
  Score: Raw -285859.851406 + Penalty 2546.563255 = -283313.288151
  nChanged 59
		SP:Iteration 9Q (2916.340000 sec): 3 clusters
  Score: Raw -285892.998944 + Penalty 2546.563255 = -283346.435689
  nChanged 43
		SP:Iteration 10Q (2916.340000 sec): 3 clusters
  Score: Raw -285923.934997 + Penalty 2546.563255 = -283377.371742
  nChanged 48
		SP:Iteration 11Q (2916.350000 sec): 3 clusters
  Score: Raw -285960.662271 + Penalty 2546.563255 = -283414.099016
  nChanged 45
		SP:Iteration 12Q (2916.350000 sec): 3 clusters
  Score: Raw -285987.666789 + Penalty 2546.563255 = -283441.103534
  nChanged 25
		SP:Iteration 13Q (2916.360000 sec): 3 clusters
  Score: Raw -286001.902680 + Penalty 2546.563255 = -283455.339425
  nChanged 22
		SP:Iteration 14Q (2916.360000 sec): 3 clusters
  Score: Raw -286015.928290 + Penalty 2546.563255 = -283469.365035
  nChanged 24
		SP:Iteration 15Q (2916.370000 sec): 3 clusters
  Score: Raw -286031.024763 + Penalty 2546.563255 = -283484.461508
  nChanged 15
		SP:Iteration 16Q (2916.380000 sec): 3 clusters
  Score: Raw -286043.782279 + Penalty 2546.563255 = -283497.219024
  nChanged 15
		SP:Iteration 17Q (2916.380000 sec): 3 clusters
  Score: Raw -286055.129307 + Penalty 2546.563255 = -283508.566052
  nChanged 11
		SP:Iteration 18Q (2916.390000 sec): 3 clusters
  Score: Raw -286060.739273 + Penalty 2546.563255 = -283514.176018
  nChanged 11
		SP:Iteration 19Q (2916.400000 sec): 3 clusters
  Score: Raw -286068.138392 + Penalty 2546.563255 = -283521.575137
  nChanged 11
		SP:Iteration 20F (2916.400000 sec): 3 clusters
  Score: Raw -286074.586833 + Penalty 2546.563255 = -283528.023578
  nChanged 13
		SP:Iteration 21Q (2916.410000 sec): 3 clusters
  Score: Raw -286081.553175 + Penalty 2546.563255 = -283534.989920
  nChanged 8
		SP:Iteration 22Q (2916.420000 sec): 3 clusters
  Score: Raw -286088.956154 + Penalty 2546.563255 = -283542.392899
  nChanged 6
		SP:Iteration 23Q (2916.420000 sec): 3 clusters
  Score: Raw -286093.222913 + Penalty 2546.563255 = -283546.659658
  nChanged 7
		SP:Iteration 24Q (2916.430000 sec): 3 clusters
  Score: Raw -286102.449805 + Penalty 2546.563255 = -283555.886550
  nChanged 8
		SP:Iteration 25Q (2916.430000 sec): 3 clusters
  Score: Raw -286109.534557 + Penalty 2546.563255 = -283562.971302
  nChanged 8
		SP:Iteration 26Q (2916.440000 sec): 3 clusters
  Score: Raw -286115.782360 + Penalty 2546.563255 = -283569.219105
  nChanged 7
		SP:Iteration 27Q (2916.440000 sec): 3 clusters
  Score: Raw -286119.546402 + Penalty 2546.563255 = -283572.983147
  nChanged 2
		SP:Iteration 28Q (2916.450000 sec): 3 clusters
  Score: Raw -286120.290471 + Penalty 2546.563255 = -283573.727216
  nChanged 0
		SP:Iteration 29F (2916.460000 sec): 3 clusters
  Score: Raw -286120.290471 + Penalty 2546.563255 = -283573.727216
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2916.460000 sec): 2 clusters
  Score: Raw -48587.414997 + Penalty 1008.240636 = -47579.174360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2916.460000 sec): 3 clusters
  Score: Raw -48620.757563 + Penalty 2016.481273 = -46604.276290
  nChanged 141
		SP:Iteration 1F (2916.460000 sec): 3 clusters
  Score: Raw -49029.165557 + Penalty 2016.481273 = -47012.684285
  nChanged 70
		SP:Iteration 2F (2916.470000 sec): 3 clusters
  Score: Raw -49480.353326 + Penalty 2016.481273 = -47463.872053
  nChanged 51
		SP:Iteration 3F (2916.470000 sec): 3 clusters
  Score: Raw -49801.926218 + Penalty 2016.481273 = -47785.444945
  nChanged 22
		SP:Iteration 4Q (2916.470000 sec): 3 clusters
  Score: Raw -50100.868404 + Penalty 2016.481273 = -48084.387131
  nChanged 9
		SP:Iteration 5Q (2916.470000 sec): 3 clusters
  Score: Raw -50139.845260 + Penalty 2016.481273 = -48123.363987
  nChanged 3
		SP:Iteration 6Q (2916.470000 sec): 3 clusters
  Score: Raw -50162.755178 + Penalty 2016.481273 = -48146.273905
  nChanged 5
		SP:Iteration 7Q (2916.470000 sec): 3 clusters
  Score: Raw -50213.006241 + Penalty 2016.481273 = -48196.524968
  nChanged 3
		SP:Iteration 8Q (2916.470000 sec): 3 clusters
  Score: Raw -50251.143637 + Penalty 2016.481273 = -48234.662364
  nChanged 2
		SP:Iteration 9Q (2916.470000 sec): 3 clusters
  Score: Raw -50279.215423 + Penalty 2016.481273 = -48262.734151
  nChanged 2
		SP:Iteration 10Q (2916.480000 sec): 3 clusters
  Score: Raw -50297.679766 + Penalty 2016.481273 = -48281.198494
  nChanged 1
		SP:Iteration 11Q (2916.480000 sec): 3 clusters
  Score: Raw -50307.402226 + Penalty 2016.481273 = -48290.920954
  nChanged 1
		SP:Iteration 12Q (2916.480000 sec): 3 clusters
  Score: Raw -50308.899970 + Penalty 2016.481273 = -48292.418697
  nChanged 0
		SP:Iteration 13F (2916.480000 sec): 3 clusters
  Score: Raw -50308.899970 + Penalty 2016.481273 = -48292.418697
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (23472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2916.560000 sec): 2 clusters
  Score: Raw -2547579.445691 + Penalty 1635.329069 = -2545944.116622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2916.620000 sec): 3 clusters
  Score: Raw -2533315.381053 + Penalty 3270.658138 = -2530044.722915
  nChanged 10745
		SP:Iteration 1F (2916.690000 sec): 3 clusters
  Score: Raw -2539831.698806 + Penalty 3270.658138 = -2536561.040669
  nChanged 1712
		SP:Iteration 2F (2916.750000 sec): 3 clusters
  Score: Raw -2541150.536747 + Penalty 3270.658138 = -2537879.878609
  nChanged 1772
		SP:Iteration 3F (2916.810000 sec): 3 clusters
  Score: Raw -2542542.125915 + Penalty 3270.658138 = -2539271.467777
  nChanged 1676
		SP:Iteration 4F (2916.870000 sec): 3 clusters
  Score: Raw -2543715.326928 + Penalty 3270.658138 = -2540444.668791
  nChanged 1438
		SP:Iteration 5F (2916.930000 sec): 3 clusters
  Score: Raw -2544554.752851 + Penalty 3270.658138 = -2541284.094714
  nChanged 1123
		SP:Iteration 6Q (2916.990000 sec): 3 clusters
  Score: Raw -2545087.518668 + Penalty 3270.658138 = -2541816.860530
  nChanged 867
		SP:Iteration 7Q (2917.050000 sec): 3 clusters
  Score: Raw -2545485.563419 + Penalty 3270.658138 = -2542214.905281
  nChanged 734
		SP:Iteration 8Q (2917.110000 sec): 3 clusters
  Score: Raw -2545812.401108 + Penalty 3270.658138 = -2542541.742970
  nChanged 673
		SP:Iteration 9Q (2917.170000 sec): 3 clusters
  Score: Raw -2546154.065190 + Penalty 3270.658138 = -2542883.407052
  nChanged 646
		SP:Iteration 10Q (2917.230000 sec): 3 clusters
  Score: Raw -2546488.672631 + Penalty 3270.658138 = -2543218.014493
  nChanged 618
		SP:Iteration 11Q (2917.290000 sec): 3 clusters
  Score: Raw -2546795.751531 + Penalty 3270.658138 = -2543525.093393
  nChanged 574
		SP:Iteration 12Q (2917.350000 sec): 3 clusters
  Score: Raw -2547064.333496 + Penalty 3270.658138 = -2543793.675359
  nChanged 532
		SP:Iteration 13Q (2917.410000 sec): 3 clusters
  Score: Raw -2547315.997753 + Penalty 3270.658138 = -2544045.339615
  nChanged 524
		SP:Iteration 14Q (2917.470000 sec): 3 clusters
  Score: Raw -2547564.105279 + Penalty 3270.658138 = -2544293.447141
  nChanged 479
		SP:Iteration 15Q (2917.530000 sec): 3 clusters
  Score: Raw -2547813.908980 + Penalty 3270.658138 = -2544543.250842
  nChanged 431
		SP:Iteration 16Q (2917.580000 sec): 3 clusters
  Score: Raw -2548050.237832 + Penalty 3270.658138 = -2544779.579695
  nChanged 380
		SP:Iteration 17Q (2917.640000 sec): 3 clusters
  Score: Raw -2548254.591406 + Penalty 3270.658138 = -2544983.933269
  nChanged 298
		SP:Iteration 18Q (2917.700000 sec): 3 clusters
  Score: Raw -2548395.605341 + Penalty 3270.658138 = -2545124.947203
  nChanged 229
		SP:Iteration 19Q (2917.750000 sec): 3 clusters
  Score: Raw -2548487.269555 + Penalty 3270.658138 = -2545216.611418
  nChanged 207
		SP:Iteration 20F (2917.810000 sec): 3 clusters
  Score: Raw -2548562.928924 + Penalty 3270.658138 = -2545292.270786
  nChanged 158
		SP:Iteration 21Q (2917.870000 sec): 3 clusters
  Score: Raw -2548619.530615 + Penalty 3270.658138 = -2545348.872477
  nChanged 138
		SP:Iteration 22Q (2917.920000 sec): 3 clusters
  Score: Raw -2548669.717064 + Penalty 3270.658138 = -2545399.058927
  nChanged 110
		SP:Iteration 23Q (2917.970000 sec): 3 clusters
  Score: Raw -2548704.621210 + Penalty 3270.658138 = -2545433.963073
  nChanged 83
		SP:Iteration 24Q (2918.030000 sec): 3 clusters
  Score: Raw -2548733.309176 + Penalty 3270.658138 = -2545462.651039
  nChanged 75
		SP:Iteration 25Q (2918.080000 sec): 3 clusters
  Score: Raw -2548759.832599 + Penalty 3270.658138 = -2545489.174461
  nChanged 68
		SP:Iteration 26Q (2918.130000 sec): 3 clusters
  Score: Raw -2548782.524493 + Penalty 3270.658138 = -2545511.866355
  nChanged 63
		SP:Iteration 27Q (2918.180000 sec): 3 clusters
  Score: Raw -2548802.334981 + Penalty 3270.658138 = -2545531.676844
  nChanged 36
		SP:Iteration 28Q (2918.240000 sec): 3 clusters
  Score: Raw -2548812.029068 + Penalty 3270.658138 = -2545541.370931
  nChanged 31
		SP:Iteration 29Q (2918.290000 sec): 3 clusters
  Score: Raw -2548819.761764 + Penalty 3270.658138 = -2545549.103627
  nChanged 25
		SP:Iteration 30Q (2918.340000 sec): 3 clusters
  Score: Raw -2548826.397403 + Penalty 3270.658138 = -2545555.739265
  nChanged 20
		SP:Iteration 31Q (2918.390000 sec): 3 clusters
  Score: Raw -2548829.508855 + Penalty 3270.658138 = -2545558.850717
  nChanged 15
		SP:Iteration 32Q (2918.440000 sec): 3 clusters
  Score: Raw -2548832.264977 + Penalty 3270.658138 = -2545561.606839
  nChanged 8
		SP:Iteration 33Q (2918.490000 sec): 3 clusters
  Score: Raw -2548833.565828 + Penalty 3270.658138 = -2545562.907690
  nChanged 6
		SP:Iteration 34Q (2918.540000 sec): 3 clusters
  Score: Raw -2548834.610520 + Penalty 3270.658138 = -2545563.952383
  nChanged 5
		SP:Iteration 35Q (2918.600000 sec): 3 clusters
  Score: Raw -2548835.284792 + Penalty 3270.658138 = -2545564.626655
  nChanged 1
		SP:Iteration 36Q (2918.650000 sec): 3 clusters
  Score: Raw -2548835.434032 + Penalty 3270.658138 = -2545564.775894
  nChanged 3
		SP:Iteration 37Q (2918.700000 sec): 3 clusters
  Score: Raw -2548836.182133 + Penalty 3270.658138 = -2545565.523995
  nChanged 7
		SP:Iteration 38Q (2918.750000 sec): 3 clusters
  Score: Raw -2548837.469138 + Penalty 3270.658138 = -2545566.811000
  nChanged 5
		SP:Iteration 39Q (2918.800000 sec): 3 clusters
  Score: Raw -2548838.356453 + Penalty 3270.658138 = -2545567.698315
  nChanged 5
		SP:Iteration 40F (2918.860000 sec): 3 clusters
  Score: Raw -2548839.649818 + Penalty 3270.658138 = -2545568.991681
  nChanged 3
		SP:Iteration 41Q (2918.920000 sec): 3 clusters
  Score: Raw -2548840.250935 + Penalty 3270.658138 = -2545569.592797
  nChanged 2
		SP:Iteration 42Q (2918.970000 sec): 3 clusters
  Score: Raw -2548840.516298 + Penalty 3270.658138 = -2545569.858161
  nChanged 0
		SP:Iteration 43F (2919.030000 sec): 3 clusters
  Score: Raw -2548840.516298 + Penalty 3270.658138 = -2545569.858161
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (4976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2919.060000 sec): 2 clusters
  Score: Raw -533272.457565 + Penalty 1383.262016 = -531889.195550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2919.070000 sec): 3 clusters
  Score: Raw -530773.656543 + Penalty 2766.524031 = -528007.132511
  nChanged 2038
		SP:Iteration 1F (2919.080000 sec): 3 clusters
  Score: Raw -532164.419665 + Penalty 2766.524031 = -529397.895634
  nChanged 424
		SP:Iteration 2F (2919.100000 sec): 3 clusters
  Score: Raw -532530.500792 + Penalty 2766.524031 = -529763.976761
  nChanged 358
		SP:Iteration 3F (2919.110000 sec): 3 clusters
  Score: Raw -532858.254603 + Penalty 2766.524031 = -530091.730572
  nChanged 315
		SP:Iteration 4F (2919.120000 sec): 3 clusters
  Score: Raw -533160.847434 + Penalty 2766.524031 = -530394.323403
  nChanged 280
		SP:Iteration 5F (2919.140000 sec): 3 clusters
  Score: Raw -533400.804410 + Penalty 2766.524031 = -530634.280379
  nChanged 218
		SP:Iteration 6Q (2919.150000 sec): 3 clusters
  Score: Raw -533545.141633 + Penalty 2766.524031 = -530778.617601
  nChanged 155
		SP:Iteration 7Q (2919.160000 sec): 3 clusters
  Score: Raw -533624.315855 + Penalty 2766.524031 = -530857.791824
  nChanged 106
		SP:Iteration 8Q (2919.170000 sec): 3 clusters
  Score: Raw -533674.020453 + Penalty 2766.524031 = -530907.496422
  nChanged 88
		SP:Iteration 9Q (2919.180000 sec): 3 clusters
  Score: Raw -533710.998632 + Penalty 2766.524031 = -530944.474601
  nChanged 62
		SP:Iteration 10Q (2919.200000 sec): 3 clusters
  Score: Raw -533740.624439 + Penalty 2766.524031 = -530974.100408
  nChanged 74
		SP:Iteration 11Q (2919.210000 sec): 3 clusters
  Score: Raw -533783.793973 + Penalty 2766.524031 = -531017.269942
  nChanged 61
		SP:Iteration 12Q (2919.220000 sec): 3 clusters
  Score: Raw -533820.707740 + Penalty 2766.524031 = -531054.183709
  nChanged 67
		SP:Iteration 13Q (2919.230000 sec): 3 clusters
  Score: Raw -533865.695868 + Penalty 2766.524031 = -531099.171837
  nChanged 70
		SP:Iteration 14Q (2919.240000 sec): 3 clusters
  Score: Raw -533919.825538 + Penalty 2766.524031 = -531153.301507
  nChanged 49
		SP:Iteration 15Q (2919.260000 sec): 3 clusters
  Score: Raw -533961.152663 + Penalty 2766.524031 = -531194.628632
  nChanged 60
		SP:Iteration 16Q (2919.270000 sec): 3 clusters
  Score: Raw -533992.131302 + Penalty 2766.524031 = -531225.607271
  nChanged 59
		SP:Iteration 17Q (2919.280000 sec): 3 clusters
  Score: Raw -534019.758472 + Penalty 2766.524031 = -531253.234441
  nChanged 67
		SP:Iteration 18Q (2919.290000 sec): 3 clusters
  Score: Raw -534046.646601 + Penalty 2766.524031 = -531280.122570
  nChanged 55
		SP:Iteration 19Q (2919.300000 sec): 3 clusters
  Score: Raw -534070.295127 + Penalty 2766.524031 = -531303.771096
  nChanged 46
		SP:Iteration 20F (2919.320000 sec): 3 clusters
  Score: Raw -534088.408397 + Penalty 2766.524031 = -531321.884366
  nChanged 44
		SP:Iteration 21Q (2919.330000 sec): 3 clusters
  Score: Raw -534104.776741 + Penalty 2766.524031 = -531338.252710
  nChanged 39
		SP:Iteration 22Q (2919.340000 sec): 3 clusters
  Score: Raw -534117.035515 + Penalty 2766.524031 = -531350.511483
  nChanged 35
		SP:Iteration 23Q (2919.350000 sec): 3 clusters
  Score: Raw -534128.455608 + Penalty 2766.524031 = -531361.931577
  nChanged 24
		SP:Iteration 24Q (2919.360000 sec): 3 clusters
  Score: Raw -534134.514298 + Penalty 2766.524031 = -531367.990266
  nChanged 23
		SP:Iteration 25Q (2919.380000 sec): 3 clusters
  Score: Raw -534140.390169 + Penalty 2766.524031 = -531373.866137
  nChanged 15
		SP:Iteration 26Q (2919.390000 sec): 3 clusters
  Score: Raw -534144.311105 + Penalty 2766.524031 = -531377.787074
  nChanged 19
		SP:Iteration 27Q (2919.400000 sec): 3 clusters
  Score: Raw -534151.245232 + Penalty 2766.524031 = -531384.721201
  nChanged 26
		SP:Iteration 28Q (2919.410000 sec): 3 clusters
  Score: Raw -534161.730957 + Penalty 2766.524031 = -531395.206925
  nChanged 36
		SP:Iteration 29Q (2919.420000 sec): 3 clusters
  Score: Raw -534178.385792 + Penalty 2766.524031 = -531411.861761
  nChanged 38
		SP:Iteration 30Q (2919.440000 sec): 3 clusters
  Score: Raw -534197.459469 + Penalty 2766.524031 = -531430.935438
  nChanged 33
		SP:Iteration 31Q (2919.450000 sec): 3 clusters
  Score: Raw -534212.147368 + Penalty 2766.524031 = -531445.623337
  nChanged 31
		SP:Iteration 32Q (2919.460000 sec): 3 clusters
  Score: Raw -534224.600838 + Penalty 2766.524031 = -531458.076807
  nChanged 30
		SP:Iteration 33Q (2919.470000 sec): 3 clusters
  Score: Raw -534234.475405 + Penalty 2766.524031 = -531467.951373
  nChanged 34
		SP:Iteration 34Q (2919.480000 sec): 3 clusters
  Score: Raw -534244.439198 + Penalty 2766.524031 = -531477.915167
  nChanged 26
		SP:Iteration 35Q (2919.490000 sec): 3 clusters
  Score: Raw -534253.783185 + Penalty 2766.524031 = -531487.259153
  nChanged 23
		SP:Iteration 36Q (2919.500000 sec): 3 clusters
  Score: Raw -534263.950338 + Penalty 2766.524031 = -531497.426307
  nChanged 30
		SP:Iteration 37Q (2919.520000 sec): 3 clusters
  Score: Raw -534277.428254 + Penalty 2766.524031 = -531510.904222
  nChanged 24
		SP:Iteration 38Q (2919.530000 sec): 3 clusters
  Score: Raw -534286.198715 + Penalty 2766.524031 = -531519.674684
  nChanged 23
		SP:Iteration 39Q (2919.540000 sec): 3 clusters
  Score: Raw -534295.018988 + Penalty 2766.524031 = -531528.494957
  nChanged 27
		SP:Iteration 40F (2919.560000 sec): 3 clusters
  Score: Raw -534302.558048 + Penalty 2766.524031 = -531536.034017
  nChanged 27
		SP:Iteration 41Q (2919.570000 sec): 3 clusters
  Score: Raw -534310.929148 + Penalty 2766.524031 = -531544.405116
  nChanged 24
		SP:Iteration 42Q (2919.580000 sec): 3 clusters
  Score: Raw -534322.194226 + Penalty 2766.524031 = -531555.670195
  nChanged 30
		SP:Iteration 43Q (2919.590000 sec): 3 clusters
  Score: Raw -534335.656100 + Penalty 2766.524031 = -531569.132068
  nChanged 34
		SP:Iteration 44Q (2919.600000 sec): 3 clusters
  Score: Raw -534352.250110 + Penalty 2766.524031 = -531585.726079
  nChanged 42
		SP:Iteration 45Q (2919.620000 sec): 3 clusters
  Score: Raw -534371.338453 + Penalty 2766.524031 = -531604.814422
  nChanged 29
		SP:Iteration 46Q (2919.630000 sec): 3 clusters
  Score: Raw -534384.462543 + Penalty 2766.524031 = -531617.938512
  nChanged 26
		SP:Iteration 47Q (2919.640000 sec): 3 clusters
  Score: Raw -534391.591548 + Penalty 2766.524031 = -531625.067517
  nChanged 28
		SP:Iteration 48Q (2919.650000 sec): 3 clusters
  Score: Raw -534398.601548 + Penalty 2766.524031 = -531632.077517
  nChanged 19
		SP:Iteration 49Q (2919.660000 sec): 3 clusters
  Score: Raw -534404.669708 + Penalty 2766.524031 = -531638.145677
  nChanged 30
		SP:Iteration 50Q (2919.670000 sec): 3 clusters
  Score: Raw -534413.968897 + Penalty 2766.524031 = -531647.444866
  nChanged 27
		SP:Iteration 51Q (2919.680000 sec): 3 clusters
  Score: Raw -534423.038558 + Penalty 2766.524031 = -531656.514527
  nChanged 33
		SP:Iteration 52Q (2919.700000 sec): 3 clusters
  Score: Raw -534433.352944 + Penalty 2766.524031 = -531666.828912
  nChanged 36
		SP:Iteration 53Q (2919.710000 sec): 3 clusters
  Score: Raw -534446.456194 + Penalty 2766.524031 = -531679.932163
  nChanged 35
		SP:Iteration 54Q (2919.720000 sec): 3 clusters
  Score: Raw -534457.820592 + Penalty 2766.524031 = -531691.296560
  nChanged 27
		SP:Iteration 55Q (2919.730000 sec): 3 clusters
  Score: Raw -534466.718403 + Penalty 2766.524031 = -531700.194372
  nChanged 28
		SP:Iteration 56Q (2919.740000 sec): 3 clusters
  Score: Raw -534473.243982 + Penalty 2766.524031 = -531706.719951
  nChanged 22
		SP:Iteration 57Q (2919.760000 sec): 3 clusters
  Score: Raw -534477.859443 + Penalty 2766.524031 = -531711.335412
  nChanged 16
		SP:Iteration 58Q (2919.770000 sec): 3 clusters
  Score: Raw -534482.941415 + Penalty 2766.524031 = -531716.417384
  nChanged 18
		SP:Iteration 59Q (2919.780000 sec): 3 clusters
  Score: Raw -534487.760079 + Penalty 2766.524031 = -531721.236048
  nChanged 15
		SP:Iteration 60F (2919.790000 sec): 3 clusters
  Score: Raw -534491.941640 + Penalty 2766.524031 = -531725.417609
  nChanged 10
		SP:Iteration 61Q (2919.800000 sec): 3 clusters
  Score: Raw -534493.935876 + Penalty 2766.524031 = -531727.411845
  nChanged 13
		SP:Iteration 62Q (2919.820000 sec): 3 clusters
  Score: Raw -534498.537004 + Penalty 2766.524031 = -531732.012972
  nChanged 13
		SP:Iteration 63Q (2919.820000 sec): 3 clusters
  Score: Raw -534502.053814 + Penalty 2766.524031 = -531735.529783
  nChanged 17
		SP:Iteration 64Q (2919.840000 sec): 3 clusters
  Score: Raw -534507.320064 + Penalty 2766.524031 = -531740.796033
  nChanged 21
		SP:Iteration 65Q (2919.850000 sec): 3 clusters
  Score: Raw -534512.691799 + Penalty 2766.524031 = -531746.167767
  nChanged 11
		SP:Iteration 66Q (2919.860000 sec): 3 clusters
  Score: Raw -534514.381809 + Penalty 2766.524031 = -531747.857778
  nChanged 8
		SP:Iteration 67Q (2919.870000 sec): 3 clusters
  Score: Raw -534516.211488 + Penalty 2766.524031 = -531749.687457
  nChanged 7
		SP:Iteration 68Q (2919.880000 sec): 3 clusters
  Score: Raw -534517.591444 + Penalty 2766.524031 = -531751.067413
  nChanged 6
		SP:Iteration 69Q (2919.900000 sec): 3 clusters
  Score: Raw -534518.812711 + Penalty 2766.524031 = -531752.288680
  nChanged 2
		SP:Iteration 70Q (2919.910000 sec): 3 clusters
  Score: Raw -534519.020021 + Penalty 2766.524031 = -531752.495990
  nChanged 2
		SP:Iteration 71Q (2919.920000 sec): 3 clusters
  Score: Raw -534519.483144 + Penalty 2766.524031 = -531752.959113
  nChanged 4
		SP:Iteration 72Q (2919.930000 sec): 3 clusters
  Score: Raw -534520.295117 + Penalty 2766.524031 = -531753.771086
  nChanged 7
		SP:Iteration 73Q (2919.940000 sec): 3 clusters
  Score: Raw -534522.186933 + Penalty 2766.524031 = -531755.662902
  nChanged 9
		SP:Iteration 74Q (2919.950000 sec): 3 clusters
  Score: Raw -534524.722494 + Penalty 2766.524031 = -531758.198463
  nChanged 12
		SP:Iteration 75Q (2919.960000 sec): 3 clusters
  Score: Raw -534527.608325 + Penalty 2766.524031 = -531761.084294
  nChanged 9
		SP:Iteration 76Q (2919.980000 sec): 3 clusters
  Score: Raw -534530.504750 + Penalty 2766.524031 = -531763.980719
  nChanged 6
		SP:Iteration 77Q (2919.990000 sec): 3 clusters
  Score: Raw -534531.727410 + Penalty 2766.524031 = -531765.203379
  nChanged 6
		SP:Iteration 78Q (2920.000000 sec): 3 clusters
  Score: Raw -534532.885195 + Penalty 2766.524031 = -531766.361164
  nChanged 4
		SP:Iteration 79Q (2920.010000 sec): 3 clusters
  Score: Raw -534533.353619 + Penalty 2766.524031 = -531766.829587
  nChanged 1
		SP:Iteration 80F (2920.020000 sec): 3 clusters
  Score: Raw -534533.568152 + Penalty 2766.524031 = -531767.044121
  nChanged 2
		SP:Iteration 81Q (2920.040000 sec): 3 clusters
  Score: Raw -534533.982895 + Penalty 2766.524031 = -531767.458864
  nChanged 4
		SP:Iteration 82Q (2920.050000 sec): 3 clusters
  Score: Raw -534534.976991 + Penalty 2766.524031 = -531768.452959
  nChanged 3
		SP:Iteration 83Q (2920.060000 sec): 3 clusters
  Score: Raw -534536.437629 + Penalty 2766.524031 = -531769.913597
  nChanged 5
		SP:Iteration 84Q (2920.070000 sec): 3 clusters
  Score: Raw -534537.173265 + Penalty 2766.524031 = -531770.649233
  nChanged 4
		SP:Iteration 85Q (2920.080000 sec): 3 clusters
  Score: Raw -534537.885847 + Penalty 2766.524031 = -531771.361816
  nChanged 6
		SP:Iteration 86Q (2920.090000 sec): 3 clusters
  Score: Raw -534539.297572 + Penalty 2766.524031 = -531772.773541
  nChanged 4
		SP:Iteration 87Q (2920.100000 sec): 3 clusters
  Score: Raw -534539.847338 + Penalty 2766.524031 = -531773.323307
  nChanged 1
		SP:Iteration 88Q (2920.120000 sec): 3 clusters
  Score: Raw -534539.959947 + Penalty 2766.524031 = -531773.435916
  nChanged 0
		SP:Iteration 89F (2920.130000 sec): 3 clusters
  Score: Raw -534539.959947 + Penalty 2766.524031 = -531773.435916
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (2190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2920.140000 sec): 2 clusters
  Score: Raw -237145.830415 + Penalty 1249.894234 = -235895.936181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2920.150000 sec): 3 clusters
  Score: Raw -236244.154756 + Penalty 2499.788467 = -233744.366288
  nChanged 805
		SP:Iteration 1F (2920.150000 sec): 3 clusters
  Score: Raw -236935.706247 + Penalty 2499.788467 = -234435.917780
  nChanged 254
		SP:Iteration 2F (2920.160000 sec): 3 clusters
  Score: Raw -237288.064519 + Penalty 2499.788467 = -234788.276052
  nChanged 185
		SP:Iteration 3F (2920.160000 sec): 3 clusters
  Score: Raw -237540.085151 + Penalty 2499.788467 = -235040.296684
  nChanged 151
		SP:Iteration 4F (2920.170000 sec): 3 clusters
  Score: Raw -237719.417313 + Penalty 2499.788467 = -235219.628846
  nChanged 109
		SP:Iteration 5Q (2920.180000 sec): 3 clusters
  Score: Raw -237843.142326 + Penalty 2499.788467 = -235343.353859
  nChanged 76
		SP:Iteration 6Q (2920.180000 sec): 3 clusters
  Score: Raw -237933.128729 + Penalty 2499.788467 = -235433.340261
  nChanged 58
		SP:Iteration 7Q (2920.180000 sec): 3 clusters
  Score: Raw -238009.228611 + Penalty 2499.788467 = -235509.440144
  nChanged 65
		SP:Iteration 8Q (2920.190000 sec): 3 clusters
  Score: Raw -238132.936075 + Penalty 2499.788467 = -235633.147608
  nChanged 75
		SP:Iteration 9Q (2920.200000 sec): 3 clusters
  Score: Raw -238317.632895 + Penalty 2499.788467 = -235817.844428
  nChanged 67
		SP:Iteration 10Q (2920.200000 sec): 3 clusters
  Score: Raw -238425.355638 + Penalty 2499.788467 = -235925.567170
  nChanged 42
		SP:Iteration 11Q (2920.200000 sec): 3 clusters
  Score: Raw -238466.284265 + Penalty 2499.788467 = -235966.495797
  nChanged 21
		SP:Iteration 12Q (2920.210000 sec): 3 clusters
  Score: Raw -238494.515674 + Penalty 2499.788467 = -235994.727207
  nChanged 20
		SP:Iteration 13Q (2920.220000 sec): 3 clusters
  Score: Raw -238510.246241 + Penalty 2499.788467 = -236010.457774
  nChanged 8
		SP:Iteration 14Q (2920.220000 sec): 3 clusters
  Score: Raw -238517.956854 + Penalty 2499.788467 = -236018.168387
  nChanged 5
		SP:Iteration 15Q (2920.220000 sec): 3 clusters
  Score: Raw -238521.284860 + Penalty 2499.788467 = -236021.496392
  nChanged 1
		SP:Iteration 16Q (2920.230000 sec): 3 clusters
  Score: Raw -238522.106233 + Penalty 2499.788467 = -236022.317765
  nChanged 1
		SP:Iteration 17Q (2920.230000 sec): 3 clusters
  Score: Raw -238523.211950 + Penalty 2499.788467 = -236023.423483
  nChanged 0
		SP:Iteration 18F (2920.240000 sec): 3 clusters
  Score: Raw -238524.520087 + Penalty 2499.788467 = -236024.731620
  nChanged 1
		SP:Iteration 19Q (2920.240000 sec): 3 clusters
  Score: Raw -238526.311213 + Penalty 2499.788467 = -236026.522746
  nChanged 0
		SP:Iteration 20F (2920.250000 sec): 3 clusters
  Score: Raw -238526.311213 + Penalty 2499.788467 = -236026.522746
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (3503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2920.270000 sec): 2 clusters
  Score: Raw -332508.323145 + Penalty 1326.223441 = -331182.099704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2920.280000 sec): 3 clusters
  Score: Raw -330891.873958 + Penalty 2652.446883 = -328239.427076
  nChanged 1391
		SP:Iteration 1F (2920.290000 sec): 3 clusters
  Score: Raw -332419.061511 + Penalty 2652.446883 = -329766.614629
  nChanged 478
		SP:Iteration 2F (2920.300000 sec): 3 clusters
  Score: Raw -333208.277174 + Penalty 2652.446883 = -330555.830292
  nChanged 324
		SP:Iteration 3F (2920.300000 sec): 3 clusters
  Score: Raw -333604.689976 + Penalty 2652.446883 = -330952.243094
  nChanged 200
		SP:Iteration 4F (2920.310000 sec): 3 clusters
  Score: Raw -333776.492074 + Penalty 2652.446883 = -331124.045191
  nChanged 118
		SP:Iteration 5Q (2920.320000 sec): 3 clusters
  Score: Raw -333871.223043 + Penalty 2652.446883 = -331218.776160
  nChanged 80
		SP:Iteration 6Q (2920.330000 sec): 3 clusters
  Score: Raw -333952.785425 + Penalty 2652.446883 = -331300.338542
  nChanged 66
		SP:Iteration 7Q (2920.340000 sec): 3 clusters
  Score: Raw -334003.930111 + Penalty 2652.446883 = -331351.483229
  nChanged 49
		SP:Iteration 8Q (2920.340000 sec): 3 clusters
  Score: Raw -334041.683571 + Penalty 2652.446883 = -331389.236688
  nChanged 43
		SP:Iteration 9Q (2920.360000 sec): 3 clusters
  Score: Raw -334075.805455 + Penalty 2652.446883 = -331423.358573
  nChanged 28
		SP:Iteration 10Q (2920.360000 sec): 3 clusters
  Score: Raw -334094.015906 + Penalty 2652.446883 = -331441.569024
  nChanged 29
		SP:Iteration 11Q (2920.370000 sec): 3 clusters
  Score: Raw -334108.240357 + Penalty 2652.446883 = -331455.793475
  nChanged 20
		SP:Iteration 12Q (2920.380000 sec): 3 clusters
  Score: Raw -334121.192407 + Penalty 2652.446883 = -331468.745524
  nChanged 24
		SP:Iteration 13Q (2920.390000 sec): 3 clusters
  Score: Raw -334134.954526 + Penalty 2652.446883 = -331482.507643
  nChanged 22
		SP:Iteration 14Q (2920.390000 sec): 3 clusters
  Score: Raw -334154.244428 + Penalty 2652.446883 = -331501.797546
  nChanged 35
		SP:Iteration 15Q (2920.400000 sec): 3 clusters
  Score: Raw -334185.174858 + Penalty 2652.446883 = -331532.727975
  nChanged 42
		SP:Iteration 16Q (2920.410000 sec): 3 clusters
  Score: Raw -334221.095653 + Penalty 2652.446883 = -331568.648770
  nChanged 46
		SP:Iteration 17Q (2920.420000 sec): 3 clusters
  Score: Raw -334273.895997 + Penalty 2652.446883 = -331621.449115
  nChanged 55
		SP:Iteration 18Q (2920.420000 sec): 3 clusters
  Score: Raw -334367.406662 + Penalty 2652.446883 = -331714.959779
  nChanged 53
		SP:Iteration 19Q (2920.430000 sec): 3 clusters
  Score: Raw -334453.065025 + Penalty 2652.446883 = -331800.618143
  nChanged 52
		SP:Iteration 20F (2920.440000 sec): 3 clusters
  Score: Raw -334511.600024 + Penalty 2652.446883 = -331859.153141
  nChanged 30
		SP:Iteration 21Q (2920.450000 sec): 3 clusters
  Score: Raw -334547.241035 + Penalty 2652.446883 = -331894.794153
  nChanged 24
		SP:Iteration 22Q (2920.460000 sec): 3 clusters
  Score: Raw -334564.799983 + Penalty 2652.446883 = -331912.353100
  nChanged 30
		SP:Iteration 23Q (2920.460000 sec): 3 clusters
  Score: Raw -334587.503866 + Penalty 2652.446883 = -331935.056984
  nChanged 23
		SP:Iteration 24Q (2920.470000 sec): 3 clusters
  Score: Raw -334600.416224 + Penalty 2652.446883 = -331947.969342
  nChanged 15
		SP:Iteration 25Q (2920.480000 sec): 3 clusters
  Score: Raw -334608.633431 + Penalty 2652.446883 = -331956.186548
  nChanged 9
		SP:Iteration 26Q (2920.490000 sec): 3 clusters
  Score: Raw -334611.768851 + Penalty 2652.446883 = -331959.321968
  nChanged 3
		SP:Iteration 27Q (2920.500000 sec): 3 clusters
  Score: Raw -334613.380591 + Penalty 2652.446883 = -331960.933709
  nChanged 2
		SP:Iteration 28Q (2920.500000 sec): 3 clusters
  Score: Raw -334613.870372 + Penalty 2652.446883 = -331961.423489
  nChanged 1
		SP:Iteration 29Q (2920.510000 sec): 3 clusters
  Score: Raw -334614.292561 + Penalty 2652.446883 = -331961.845679
  nChanged 1
		SP:Iteration 30Q (2920.520000 sec): 3 clusters
  Score: Raw -334614.725493 + Penalty 2652.446883 = -331962.278611
  nChanged 2
		SP:Iteration 31Q (2920.520000 sec): 3 clusters
  Score: Raw -334615.179681 + Penalty 2652.446883 = -331962.732798
  nChanged 2
		SP:Iteration 32Q (2920.530000 sec): 3 clusters
  Score: Raw -334615.845337 + Penalty 2652.446883 = -331963.398454
  nChanged 0
		SP:Iteration 33F (2920.540000 sec): 3 clusters
  Score: Raw -334615.845337 + Penalty 2652.446883 = -331963.398454
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Iteration 139Q (2932.880000 sec): 78 clusters
  Score: Raw -173889805.295251 + Penalty 178376.698824 = -173711428.596428
  nChanged 1935
Iteration 140F (3038.510000 sec): 78 clusters
  Score: Raw -173892282.860860 + Penalty 178376.698824 = -173713906.162036
  nChanged 1976
Iteration 141Q (3050.080000 sec): 78 clusters
  Score: Raw -173898502.116560 + Penalty 178376.698824 = -173720125.417736
  nChanged 1342
Iteration 142Q (3061.600000 sec): 78 clusters
  Score: Raw -173899024.793293 + Penalty 178376.698824 = -173720648.094470
  nChanged 1097
Iteration 143Q (3073.070000 sec): 78 clusters
  Score: Raw -173899358.246188 + Penalty 178376.698824 = -173720981.547365
  nChanged 903
Iteration 144Q (3084.560000 sec): 78 clusters
  Score: Raw -173899660.589928 + Penalty 178376.698824 = -173721283.891104
  nChanged 798
Iteration 145Q (3096.040000 sec): 78 clusters
  Score: Raw -173899979.938988 + Penalty 178376.698824 = -173721603.240164
  nChanged 709
Iteration 146Q (3107.560000 sec): 78 clusters
  Score: Raw -173900197.872059 + Penalty 178376.698824 = -173721821.173236
  nChanged 622
Iteration 147Q (3118.940000 sec): 78 clusters
  Score: Raw -173900353.800195 + Penalty 178376.698824 = -173721977.101371
  nChanged 513
Iteration 148Q (3130.240000 sec): 78 clusters
  Score: Raw -173900446.031208 + Penalty 178376.698824 = -173722069.332384
  nChanged 420
Iteration 149Q (3141.530000 sec): 78 clusters
  Score: Raw -173900511.012578 + Penalty 178376.698824 = -173722134.313754
  nChanged 347
Iteration 150Q (3152.760000 sec): 78 clusters
  Score: Raw -173900557.182950 + Penalty 178376.698824 = -173722180.484126
  nChanged 301
Iteration 151Q (3164.010000 sec): 78 clusters
  Score: Raw -173900592.295528 + Penalty 178376.698824 = -173722215.596704
  nChanged 231
Iteration 152Q (3175.240000 sec): 78 clusters
  Score: Raw -173900618.601512 + Penalty 178376.698824 = -173722241.902688
  nChanged 194
Iteration 153Q (3186.560000 sec): 78 clusters
  Score: Raw -173900640.565454 + Penalty 178376.698824 = -173722263.866630
  nChanged 186
Iteration 154Q (3197.880000 sec): 78 clusters
  Score: Raw -173900658.769939 + Penalty 178376.698824 = -173722282.071115
  nChanged 143
Iteration 155Q (3209.190000 sec): 78 clusters
  Score: Raw -173900679.947913 + Penalty 178376.698824 = -173722303.249089
  nChanged 127
Iteration 156Q (3220.560000 sec): 78 clusters
  Score: Raw -173900689.949634 + Penalty 178376.698824 = -173722313.250811
  nChanged 99
Iteration 157Q (3232.110000 sec): 78 clusters
  Score: Raw -173900697.020357 + Penalty 178376.698824 = -173722320.321533
  nChanged 100
Iteration 158Q (3243.590000 sec): 78 clusters
  Score: Raw -173900705.465923 + Penalty 178376.698824 = -173722328.767099
  nChanged 90
Iteration 159Q (3255.120000 sec): 78 clusters
  Score: Raw -173900713.245886 + Penalty 178376.698824 = -173722336.547062
  nChanged 67
Iteration 160F (3360.840000 sec): 78 clusters
  Score: Raw -173912061.673149 + Penalty 178376.698824 = -173733684.974325
  nChanged 384
Iteration 161Q (3372.280000 sec): 78 clusters
  Score: Raw -173932905.439534 + Penalty 178376.698824 = -173754528.740710
  nChanged 146
Iteration 162Q (3383.760000 sec): 78 clusters
  Score: Raw -173933060.132894 + Penalty 178376.698824 = -173754683.434070
  nChanged 96
Iteration 163Q (3395.130000 sec): 78 clusters
  Score: Raw -173933094.969084 + Penalty 178376.698824 = -173754718.270261
  nChanged 93
Iteration 164Q (3406.550000 sec): 78 clusters
  Score: Raw -173933111.378571 + Penalty 178376.698824 = -173754734.679747
  nChanged 74
Iteration 165Q (3418.020000 sec): 78 clusters
  Score: Raw -173933121.020278 + Penalty 178376.698824 = -173754744.321454
  nChanged 70
Iteration 166Q (3429.380000 sec): 78 clusters
  Score: Raw -173933127.839383 + Penalty 178376.698824 = -173754751.140559
  nChanged 68
Iteration 167Q (3440.860000 sec): 78 clusters
  Score: Raw -173933133.028606 + Penalty 178376.698824 = -173754756.329783
  nChanged 60
Iteration 168Q (3452.230000 sec): 78 clusters
  Score: Raw -173933136.147921 + Penalty 178376.698824 = -173754759.449098
  nChanged 45
Iteration 169Q (3463.620000 sec): 78 clusters
  Score: Raw -173933138.751167 + Penalty 178376.698824 = -173754762.052343
  nChanged 54
Iteration 170Q (3474.770000 sec): 78 clusters
  Score: Raw -173933142.170091 + Penalty 178376.698824 = -173754765.471267
  nChanged 41
Iteration 171Q (3486.060000 sec): 78 clusters
  Score: Raw -173933144.248004 + Penalty 178376.698824 = -173754767.549180
  nChanged 27
Iteration 172Q (3497.260000 sec): 78 clusters
  Score: Raw -173933145.363441 + Penalty 178376.698824 = -173754768.664618
  nChanged 22
Iteration 173Q (3508.510000 sec): 78 clusters
  Score: Raw -173933146.310195 + Penalty 178376.698824 = -173754769.611371
  nChanged 23
Iteration 174Q (3519.700000 sec): 78 clusters
  Score: Raw -173933147.362545 + Penalty 178376.698824 = -173754770.663721
  nChanged 16
Iteration 175Q (3530.930000 sec): 78 clusters
  Score: Raw -173933147.779054 + Penalty 178376.698824 = -173754771.080230
  nChanged 16
Iteration 176Q (3542.160000 sec): 78 clusters
  Score: Raw -173933148.304134 + Penalty 178376.698824 = -173754771.605310
  nChanged 20
Iteration 177Q (3553.390000 sec): 78 clusters
  Score: Raw -173933148.741412 + Penalty 178376.698824 = -173754772.042588
  nChanged 17
Iteration 178Q (3564.600000 sec): 78 clusters
  Score: Raw -173933149.076331 + Penalty 178376.698824 = -173754772.377507
  nChanged 14
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173933149.076331 + Penalty 178376.698824 = -173754772.377507
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3564.940000 sec): 2 clusters
  Score: Raw -3170749.589742 + Penalty 1657.878965 = -3169091.710777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3565.010000 sec): 3 clusters
  Score: Raw -3154400.649132 + Penalty 3315.757930 = -3151084.891202
  nChanged 12300
		SP:Iteration 1F (3565.080000 sec): 3 clusters
  Score: Raw -3161207.195075 + Penalty 3315.757930 = -3157891.437145
  nChanged 1367
		SP:Iteration 2F (3565.140000 sec): 3 clusters
  Score: Raw -3161696.128286 + Penalty 3315.757930 = -3158380.370356
  nChanged 1243
		SP:Iteration 3Q (3565.220000 sec): 3 clusters
  Score: Raw -3162146.432036 + Penalty 3315.757930 = -3158830.674106
  nChanged 1200
		SP:Iteration 4Q (3565.290000 sec): 3 clusters
  Score: Raw -3162613.605824 + Penalty 3315.757930 = -3159297.847894
  nChanged 1195
		SP:Iteration 5Q (3565.360000 sec): 3 clusters
  Score: Raw -3163116.705501 + Penalty 3315.757930 = -3159800.947571
  nChanged 1185
		SP:Iteration 6Q (3565.430000 sec): 3 clusters
  Score: Raw -3163653.080211 + Penalty 3315.757930 = -3160337.322281
  nChanged 1176
		SP:Iteration 7Q (3565.500000 sec): 3 clusters
  Score: Raw -3164247.236690 + Penalty 3315.757930 = -3160931.478760
  nChanged 1226
		SP:Iteration 8Q (3565.570000 sec): 3 clusters
  Score: Raw -3164955.807716 + Penalty 3315.757930 = -3161640.049786
  nChanged 1269
		SP:Iteration 9Q (3565.650000 sec): 3 clusters
  Score: Raw -3165717.206696 + Penalty 3315.757930 = -3162401.448766
  nChanged 1232
		SP:Iteration 10Q (3565.720000 sec): 3 clusters
  Score: Raw -3166440.502662 + Penalty 3315.757930 = -3163124.744732
  nChanged 1210
		SP:Iteration 11Q (3565.790000 sec): 3 clusters
  Score: Raw -3167155.431914 + Penalty 3315.757930 = -3163839.673984
  nChanged 1083
		SP:Iteration 12Q (3565.850000 sec): 3 clusters
  Score: Raw -3167854.235052 + Penalty 3315.757930 = -3164538.477122
  nChanged 1028
		SP:Iteration 13Q (3565.920000 sec): 3 clusters
  Score: Raw -3168537.043786 + Penalty 3315.757930 = -3165221.285857
  nChanged 920
		SP:Iteration 14Q (3565.980000 sec): 3 clusters
  Score: Raw -3169159.552418 + Penalty 3315.757930 = -3165843.794488
  nChanged 782
		SP:Iteration 15Q (3566.040000 sec): 3 clusters
  Score: Raw -3169703.537126 + Penalty 3315.757930 = -3166387.779196
  nChanged 661
		SP:Iteration 16Q (3566.100000 sec): 3 clusters
  Score: Raw -3170174.895116 + Penalty 3315.757930 = -3166859.137186
  nChanged 490
		SP:Iteration 17Q (3566.160000 sec): 3 clusters
  Score: Raw -3170524.171547 + Penalty 3315.757930 = -3167208.413617
  nChanged 347
		SP:Iteration 18Q (3566.210000 sec): 3 clusters
  Score: Raw -3170789.367791 + Penalty 3315.757930 = -3167473.609861
  nChanged 271
		SP:Iteration 19Q (3566.260000 sec): 3 clusters
  Score: Raw -3171014.378382 + Penalty 3315.757930 = -3167698.620452
  nChanged 203
		SP:Iteration 20F (3566.330000 sec): 3 clusters
  Score: Raw -3171172.717328 + Penalty 3315.757930 = -3167856.959398
  nChanged 136
		SP:Iteration 21Q (3566.380000 sec): 3 clusters
  Score: Raw -3171286.774179 + Penalty 3315.757930 = -3167971.016249
  nChanged 82
		SP:Iteration 22Q (3566.440000 sec): 3 clusters
  Score: Raw -3171348.286706 + Penalty 3315.757930 = -3168032.528776
  nChanged 53
		SP:Iteration 23Q (3566.480000 sec): 3 clusters
  Score: Raw -3171387.076506 + Penalty 3315.757930 = -3168071.318576
  nChanged 37
		SP:Iteration 24Q (3566.540000 sec): 3 clusters
  Score: Raw -3171410.505906 + Penalty 3315.757930 = -3168094.747976
  nChanged 32
		SP:Iteration 25Q (3566.580000 sec): 3 clusters
  Score: Raw -3171426.050320 + Penalty 3315.757930 = -3168110.292390
  nChanged 18
		SP:Iteration 26Q (3566.630000 sec): 3 clusters
  Score: Raw -3171434.896012 + Penalty 3315.757930 = -3168119.138082
  nChanged 14
		SP:Iteration 27Q (3566.680000 sec): 3 clusters
  Score: Raw -3171442.801675 + Penalty 3315.757930 = -3168127.043745
  nChanged 11
		SP:Iteration 28Q (3566.730000 sec): 3 clusters
  Score: Raw -3171447.718531 + Penalty 3315.757930 = -3168131.960601
  nChanged 7
		SP:Iteration 29Q (3566.780000 sec): 3 clusters
  Score: Raw -3171452.122400 + Penalty 3315.757930 = -3168136.364470
  nChanged 9
		SP:Iteration 30Q (3566.830000 sec): 3 clusters
  Score: Raw -3171456.527695 + Penalty 3315.757930 = -3168140.769765
  nChanged 5
		SP:Iteration 31Q (3566.880000 sec): 3 clusters
  Score: Raw -3171460.297915 + Penalty 3315.757930 = -3168144.539985
  nChanged 10
		SP:Iteration 32Q (3566.930000 sec): 3 clusters
  Score: Raw -3171467.101016 + Penalty 3315.757930 = -3168151.343086
  nChanged 8
		SP:Iteration 33Q (3566.980000 sec): 3 clusters
  Score: Raw -3171473.583550 + Penalty 3315.757930 = -3168157.825620
  nChanged 6
		SP:Iteration 34Q (3567.020000 sec): 3 clusters
  Score: Raw -3171476.897780 + Penalty 3315.757930 = -3168161.139850
  nChanged 4
		SP:Iteration 35Q (3567.070000 sec): 3 clusters
  Score: Raw -3171478.193644 + Penalty 3315.757930 = -3168162.435714
  nChanged 2
		SP:Iteration 36Q (3567.120000 sec): 3 clusters
  Score: Raw -3171478.864465 + Penalty 3315.757930 = -3168163.106535
  nChanged 1
		SP:Iteration 37Q (3567.170000 sec): 3 clusters
  Score: Raw -3171479.196870 + Penalty 3315.757930 = -3168163.438940
  nChanged 0
		SP:Iteration 38F (3567.240000 sec): 3 clusters
  Score: Raw -3171479.196870 + Penalty 3315.757930 = -3168163.438940
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3567.280000 sec): 2 clusters
  Score: Raw -1110950.693764 + Penalty 1484.590258 = -1109466.103506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3567.300000 sec): 3 clusters
  Score: Raw -1105748.928378 + Penalty 2969.180516 = -1102779.747862
  nChanged 3971
		SP:Iteration 1F (3567.320000 sec): 3 clusters
  Score: Raw -1108078.408333 + Penalty 2969.180516 = -1105109.227817
  nChanged 659
		SP:Iteration 2F (3567.340000 sec): 3 clusters
  Score: Raw -1108510.182178 + Penalty 2969.180516 = -1105541.001662
  nChanged 573
		SP:Iteration 3F (3567.370000 sec): 3 clusters
  Score: Raw -1108897.890674 + Penalty 2969.180516 = -1105928.710158
  nChanged 543
		SP:Iteration 4F (3567.390000 sec): 3 clusters
  Score: Raw -1109253.528330 + Penalty 2969.180516 = -1106284.347814
  nChanged 493
		SP:Iteration 5F (3567.420000 sec): 3 clusters
  Score: Raw -1109555.750338 + Penalty 2969.180516 = -1106586.569822
  nChanged 468
		SP:Iteration 6F (3567.440000 sec): 3 clusters
  Score: Raw -1109800.839716 + Penalty 2969.180516 = -1106831.659200
  nChanged 426
		SP:Iteration 7Q (3567.460000 sec): 3 clusters
  Score: Raw -1110040.728919 + Penalty 2969.180516 = -1107071.548403
  nChanged 367
		SP:Iteration 8Q (3567.480000 sec): 3 clusters
  Score: Raw -1110220.615198 + Penalty 2969.180516 = -1107251.434682
  nChanged 295
		SP:Iteration 9Q (3567.510000 sec): 3 clusters
  Score: Raw -1110351.366709 + Penalty 2969.180516 = -1107382.186193
  nChanged 217
		SP:Iteration 10Q (3567.530000 sec): 3 clusters
  Score: Raw -1110448.120209 + Penalty 2969.180516 = -1107478.939693
  nChanged 208
		SP:Iteration 11Q (3567.550000 sec): 3 clusters
  Score: Raw -1110540.923937 + Penalty 2969.180516 = -1107571.743421
  nChanged 176
		SP:Iteration 12Q (3567.580000 sec): 3 clusters
  Score: Raw -1110613.731370 + Penalty 2969.180516 = -1107644.550854
  nChanged 156
		SP:Iteration 13Q (3567.600000 sec): 3 clusters
  Score: Raw -1110678.981667 + Penalty 2969.180516 = -1107709.801151
  nChanged 157
		SP:Iteration 14Q (3567.620000 sec): 3 clusters
  Score: Raw -1110746.861169 + Penalty 2969.180516 = -1107777.680653
  nChanged 129
		SP:Iteration 15Q (3567.640000 sec): 3 clusters
  Score: Raw -1110794.683071 + Penalty 2969.180516 = -1107825.502555
  nChanged 101
		SP:Iteration 16Q (3567.670000 sec): 3 clusters
  Score: Raw -1110827.774985 + Penalty 2969.180516 = -1107858.594469
  nChanged 89
		SP:Iteration 17Q (3567.690000 sec): 3 clusters
  Score: Raw -1110856.027245 + Penalty 2969.180516 = -1107886.846729
  nChanged 91
		SP:Iteration 18Q (3567.710000 sec): 3 clusters
  Score: Raw -1110886.507530 + Penalty 2969.180516 = -1107917.327014
  nChanged 111
		SP:Iteration 19Q (3567.730000 sec): 3 clusters
  Score: Raw -1110923.512018 + Penalty 2969.180516 = -1107954.331502
  nChanged 111
		SP:Iteration 20F (3567.760000 sec): 3 clusters
  Score: Raw -1110961.160600 + Penalty 2969.180516 = -1107991.980084
  nChanged 104
		SP:Iteration 21Q (3567.780000 sec): 3 clusters
  Score: Raw -1110995.878166 + Penalty 2969.180516 = -1108026.697649
  nChanged 101
		SP:Iteration 22Q (3567.800000 sec): 3 clusters
  Score: Raw -1111028.664509 + Penalty 2969.180516 = -1108059.483993
  nChanged 94
		SP:Iteration 23Q (3567.820000 sec): 3 clusters
  Score: Raw -1111066.909944 + Penalty 2969.180516 = -1108097.729428
  nChanged 104
		SP:Iteration 24Q (3567.840000 sec): 3 clusters
  Score: Raw -1111113.223710 + Penalty 2969.180516 = -1108144.043194
  nChanged 112
		SP:Iteration 25Q (3567.870000 sec): 3 clusters
  Score: Raw -1111162.263340 + Penalty 2969.180516 = -1108193.082824
  nChanged 111
		SP:Iteration 26Q (3567.890000 sec): 3 clusters
  Score: Raw -1111210.757528 + Penalty 2969.180516 = -1108241.577012
  nChanged 102
		SP:Iteration 27Q (3567.910000 sec): 3 clusters
  Score: Raw -1111254.798649 + Penalty 2969.180516 = -1108285.618133
  nChanged 90
		SP:Iteration 28Q (3567.930000 sec): 3 clusters
  Score: Raw -1111289.640338 + Penalty 2969.180516 = -1108320.459822
  nChanged 87
		SP:Iteration 29Q (3567.950000 sec): 3 clusters
  Score: Raw -1111326.620127 + Penalty 2969.180516 = -1108357.439611
  nChanged 88
		SP:Iteration 30Q (3567.980000 sec): 3 clusters
  Score: Raw -1111362.819219 + Penalty 2969.180516 = -1108393.638703
  nChanged 82
		SP:Iteration 31Q (3568.000000 sec): 3 clusters
  Score: Raw -1111398.524717 + Penalty 2969.180516 = -1108429.344201
  nChanged 81
		SP:Iteration 32Q (3568.020000 sec): 3 clusters
  Score: Raw -1111435.515470 + Penalty 2969.180516 = -1108466.334954
  nChanged 75
		SP:Iteration 33Q (3568.040000 sec): 3 clusters
  Score: Raw -1111464.710127 + Penalty 2969.180516 = -1108495.529611
  nChanged 60
		SP:Iteration 34Q (3568.060000 sec): 3 clusters
  Score: Raw -1111487.853045 + Penalty 2969.180516 = -1108518.672529
  nChanged 58
		SP:Iteration 35Q (3568.080000 sec): 3 clusters
  Score: Raw -1111506.739982 + Penalty 2969.180516 = -1108537.559466
  nChanged 52
		SP:Iteration 36Q (3568.100000 sec): 3 clusters
  Score: Raw -1111524.650314 + Penalty 2969.180516 = -1108555.469798
  nChanged 50
		SP:Iteration 37Q (3568.120000 sec): 3 clusters
  Score: Raw -1111542.514320 + Penalty 2969.180516 = -1108573.333804
  nChanged 32
		SP:Iteration 38Q (3568.140000 sec): 3 clusters
  Score: Raw -1111551.206207 + Penalty 2969.180516 = -1108582.025691
  nChanged 32
		SP:Iteration 39Q (3568.160000 sec): 3 clusters
  Score: Raw -1111562.076203 + Penalty 2969.180516 = -1108592.895687
  nChanged 27
		SP:Iteration 40F (3568.180000 sec): 3 clusters
  Score: Raw -1111571.939648 + Penalty 2969.180516 = -1108602.759132
  nChanged 23
		SP:Iteration 41Q (3568.200000 sec): 3 clusters
  Score: Raw -1111583.101050 + Penalty 2969.180516 = -1108613.920534
  nChanged 32
		SP:Iteration 42Q (3568.220000 sec): 3 clusters
  Score: Raw -1111597.669485 + Penalty 2969.180516 = -1108628.488969
  nChanged 37
		SP:Iteration 43Q (3568.240000 sec): 3 clusters
  Score: Raw -1111611.216061 + Penalty 2969.180516 = -1108642.035545
  nChanged 26
		SP:Iteration 44Q (3568.260000 sec): 3 clusters
  Score: Raw -1111618.731821 + Penalty 2969.180516 = -1108649.551304
  nChanged 22
		SP:Iteration 45Q (3568.280000 sec): 3 clusters
  Score: Raw -1111625.257495 + Penalty 2969.180516 = -1108656.076979
  nChanged 20
		SP:Iteration 46Q (3568.300000 sec): 3 clusters
  Score: Raw -1111632.925189 + Penalty 2969.180516 = -1108663.744673
  nChanged 13
		SP:Iteration 47Q (3568.320000 sec): 3 clusters
  Score: Raw -1111637.234715 + Penalty 2969.180516 = -1108668.054199
  nChanged 11
		SP:Iteration 48Q (3568.340000 sec): 3 clusters
  Score: Raw -1111642.461104 + Penalty 2969.180516 = -1108673.280588
  nChanged 10
		SP:Iteration 49Q (3568.360000 sec): 3 clusters
  Score: Raw -1111644.514395 + Penalty 2969.180516 = -1108675.333879
  nChanged 7
		SP:Iteration 50Q (3568.380000 sec): 3 clusters
  Score: Raw -1111645.852366 + Penalty 2969.180516 = -1108676.671850
  nChanged 5
		SP:Iteration 51Q (3568.400000 sec): 3 clusters
  Score: Raw -1111648.969923 + Penalty 2969.180516 = -1108679.789407
  nChanged 10
		SP:Iteration 52Q (3568.420000 sec): 3 clusters
  Score: Raw -1111652.950361 + Penalty 2969.180516 = -1108683.769845
  nChanged 12
		SP:Iteration 53Q (3568.440000 sec): 3 clusters
  Score: Raw -1111657.685465 + Penalty 2969.180516 = -1108688.504949
  nChanged 7
		SP:Iteration 54Q (3568.460000 sec): 3 clusters
  Score: Raw -1111659.157634 + Penalty 2969.180516 = -1108689.977118
  nChanged 3
		SP:Iteration 55Q (3568.470000 sec): 3 clusters
  Score: Raw -1111659.748688 + Penalty 2969.180516 = -1108690.568172
  nChanged 4
		SP:Iteration 56Q (3568.490000 sec): 3 clusters
  Score: Raw -1111660.643096 + Penalty 2969.180516 = -1108691.462580
  nChanged 4
		SP:Iteration 57Q (3568.510000 sec): 3 clusters
  Score: Raw -1111662.044743 + Penalty 2969.180516 = -1108692.864227
  nChanged 1
		SP:Iteration 58Q (3568.530000 sec): 3 clusters
  Score: Raw -1111662.215849 + Penalty 2969.180516 = -1108693.035333
  nChanged 1
		SP:Iteration 59Q (3568.550000 sec): 3 clusters
  Score: Raw -1111662.635327 + Penalty 2969.180516 = -1108693.454811
  nChanged 1
		SP:Iteration 60F (3568.570000 sec): 3 clusters
  Score: Raw -1111662.803102 + Penalty 2969.180516 = -1108693.622586
  nChanged 1
		SP:Iteration 61Q (3568.590000 sec): 3 clusters
  Score: Raw -1111662.921581 + Penalty 2969.180516 = -1108693.741065
  nChanged 1
		SP:Iteration 62Q (3568.610000 sec): 3 clusters
  Score: Raw -1111663.264214 + Penalty 2969.180516 = -1108694.083698
  nChanged 2
		SP:Iteration 63Q (3568.630000 sec): 3 clusters
  Score: Raw -1111663.657721 + Penalty 2969.180516 = -1108694.477205
  nChanged 1
		SP:Iteration 64Q (3568.650000 sec): 3 clusters
  Score: Raw -1111663.847806 + Penalty 2969.180516 = -1108694.667290
  nChanged 4
		SP:Iteration 65Q (3568.670000 sec): 3 clusters
  Score: Raw -1111664.683352 + Penalty 2969.180516 = -1108695.502836
  nChanged 2
		SP:Iteration 66Q (3568.690000 sec): 3 clusters
  Score: Raw -1111665.174220 + Penalty 2969.180516 = -1108695.993704
  nChanged 1
		SP:Iteration 67Q (3568.700000 sec): 3 clusters
  Score: Raw -1111665.589922 + Penalty 2969.180516 = -1108696.409406
  nChanged 1
		SP:Iteration 68Q (3568.720000 sec): 3 clusters
  Score: Raw -1111665.780345 + Penalty 2969.180516 = -1108696.599829
  nChanged 1
		SP:Iteration 69Q (3568.740000 sec): 3 clusters
  Score: Raw -1111665.905045 + Penalty 2969.180516 = -1108696.724529
  nChanged 1
		SP:Iteration 70Q (3568.760000 sec): 3 clusters
  Score: Raw -1111666.060662 + Penalty 2969.180516 = -1108696.880146
  nChanged 1
		SP:Iteration 71Q (3568.780000 sec): 3 clusters
  Score: Raw -1111666.376702 + Penalty 2969.180516 = -1108697.196186
  nChanged 0
		SP:Iteration 72F (3568.800000 sec): 3 clusters
  Score: Raw -1111666.376702 + Penalty 2969.180516 = -1108697.196186
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3568.830000 sec): 2 clusters
  Score: Raw -973328.898162 + Penalty 1468.289839 = -971860.608323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3568.850000 sec): 3 clusters
  Score: Raw -968594.144263 + Penalty 2936.579678 = -965657.564585
  nChanged 3578
		SP:Iteration 1F (3568.870000 sec): 3 clusters
  Score: Raw -970486.358103 + Penalty 2936.579678 = -967549.778425
  nChanged 489
		SP:Iteration 2F (3568.900000 sec): 3 clusters
  Score: Raw -970700.390513 + Penalty 2936.579678 = -967763.810835
  nChanged 408
		SP:Iteration 3Q (3568.920000 sec): 3 clusters
  Score: Raw -970875.349177 + Penalty 2936.579678 = -967938.769499
  nChanged 368
		SP:Iteration 4Q (3568.940000 sec): 3 clusters
  Score: Raw -971054.531051 + Penalty 2936.579678 = -968117.951373
  nChanged 349
		SP:Iteration 5Q (3568.960000 sec): 3 clusters
  Score: Raw -971248.621780 + Penalty 2936.579678 = -968312.042102
  nChanged 365
		SP:Iteration 6Q (3568.980000 sec): 3 clusters
  Score: Raw -971468.655058 + Penalty 2936.579678 = -968532.075380
  nChanged 326
		SP:Iteration 7Q (3569.000000 sec): 3 clusters
  Score: Raw -971670.557650 + Penalty 2936.579678 = -968733.977972
  nChanged 326
		SP:Iteration 8Q (3569.020000 sec): 3 clusters
  Score: Raw -971848.240122 + Penalty 2936.579678 = -968911.660444
  nChanged 312
		SP:Iteration 9Q (3569.040000 sec): 3 clusters
  Score: Raw -972030.315288 + Penalty 2936.579678 = -969093.735610
  nChanged 313
		SP:Iteration 10Q (3569.060000 sec): 3 clusters
  Score: Raw -972192.674892 + Penalty 2936.579678 = -969256.095214
  nChanged 275
		SP:Iteration 11Q (3569.080000 sec): 3 clusters
  Score: Raw -972330.374995 + Penalty 2936.579678 = -969393.795317
  nChanged 252
		SP:Iteration 12Q (3569.100000 sec): 3 clusters
  Score: Raw -972469.358865 + Penalty 2936.579678 = -969532.779187
  nChanged 265
		SP:Iteration 13Q (3569.120000 sec): 3 clusters
  Score: Raw -972626.105477 + Penalty 2936.579678 = -969689.525799
  nChanged 258
		SP:Iteration 14Q (3569.140000 sec): 3 clusters
  Score: Raw -972775.414403 + Penalty 2936.579678 = -969838.834725
  nChanged 223
		SP:Iteration 15Q (3569.160000 sec): 3 clusters
  Score: Raw -972898.487933 + Penalty 2936.579678 = -969961.908255
  nChanged 197
		SP:Iteration 16Q (3569.180000 sec): 3 clusters
  Score: Raw -973008.047852 + Penalty 2936.579678 = -970071.468174
  nChanged 157
		SP:Iteration 17Q (3569.200000 sec): 3 clusters
  Score: Raw -973098.586989 + Penalty 2936.579678 = -970162.007311
  nChanged 139
		SP:Iteration 18Q (3569.210000 sec): 3 clusters
  Score: Raw -973181.784702 + Penalty 2936.579678 = -970245.205024
  nChanged 117
		SP:Iteration 19Q (3569.230000 sec): 3 clusters
  Score: Raw -973256.821978 + Penalty 2936.579678 = -970320.242300
  nChanged 106
		SP:Iteration 20F (3569.250000 sec): 3 clusters
  Score: Raw -973327.882234 + Penalty 2936.579678 = -970391.302556
  nChanged 76
		SP:Iteration 21Q (3569.270000 sec): 3 clusters
  Score: Raw -973366.706800 + Penalty 2936.579678 = -970430.127122
  nChanged 71
		SP:Iteration 22Q (3569.280000 sec): 3 clusters
  Score: Raw -973409.005600 + Penalty 2936.579678 = -970472.425922
  nChanged 63
		SP:Iteration 23Q (3569.300000 sec): 3 clusters
  Score: Raw -973442.025123 + Penalty 2936.579678 = -970505.445445
  nChanged 49
		SP:Iteration 24Q (3569.320000 sec): 3 clusters
  Score: Raw -973473.427787 + Penalty 2936.579678 = -970536.848109
  nChanged 28
		SP:Iteration 25Q (3569.340000 sec): 3 clusters
  Score: Raw -973490.513082 + Penalty 2936.579678 = -970553.933404
  nChanged 21
		SP:Iteration 26Q (3569.350000 sec): 3 clusters
  Score: Raw -973504.562998 + Penalty 2936.579678 = -970567.983320
  nChanged 22
		SP:Iteration 27Q (3569.370000 sec): 3 clusters
  Score: Raw -973519.266241 + Penalty 2936.579678 = -970582.686563
  nChanged 20
		SP:Iteration 28Q (3569.380000 sec): 3 clusters
  Score: Raw -973530.624499 + Penalty 2936.579678 = -970594.044821
  nChanged 21
		SP:Iteration 29Q (3569.400000 sec): 3 clusters
  Score: Raw -973545.093881 + Penalty 2936.579678 = -970608.514203
  nChanged 21
		SP:Iteration 30Q (3569.420000 sec): 3 clusters
  Score: Raw -973555.242663 + Penalty 2936.579678 = -970618.662985
  nChanged 8
		SP:Iteration 31Q (3569.430000 sec): 3 clusters
  Score: Raw -973558.941341 + Penalty 2936.579678 = -970622.361663
  nChanged 5
		SP:Iteration 32Q (3569.450000 sec): 3 clusters
  Score: Raw -973561.379485 + Penalty 2936.579678 = -970624.799808
  nChanged 3
		SP:Iteration 33Q (3569.460000 sec): 3 clusters
  Score: Raw -973562.608837 + Penalty 2936.579678 = -970626.029159
  nChanged 3
		SP:Iteration 34Q (3569.480000 sec): 3 clusters
  Score: Raw -973563.606199 + Penalty 2936.579678 = -970627.026521
  nChanged 3
		SP:Iteration 35Q (3569.500000 sec): 3 clusters
  Score: Raw -973564.856713 + Penalty 2936.579678 = -970628.277035
  nChanged 1
		SP:Iteration 36Q (3569.510000 sec): 3 clusters
  Score: Raw -973565.145963 + Penalty 2936.579678 = -970628.566285
  nChanged 1
		SP:Iteration 37Q (3569.530000 sec): 3 clusters
  Score: Raw -973565.560870 + Penalty 2936.579678 = -970628.981192
  nChanged 2
		SP:Iteration 38Q (3569.540000 sec): 3 clusters
  Score: Raw -973566.003805 + Penalty 2936.579678 = -970629.424127
  nChanged 1
		SP:Iteration 39Q (3569.560000 sec): 3 clusters
  Score: Raw -973566.331734 + Penalty 2936.579678 = -970629.752056
  nChanged 0
		SP:Iteration 40F (3569.580000 sec): 3 clusters
  Score: Raw -973566.331734 + Penalty 2936.579678 = -970629.752056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (41725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3569.720000 sec): 2 clusters
  Score: Raw -4777645.515101 + Penalty 1728.814059 = -4775916.701042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3569.840000 sec): 3 clusters
  Score: Raw -4751375.677093 + Penalty 3457.628118 = -4747918.048975
  nChanged 19504
		SP:Iteration 1F (3569.950000 sec): 3 clusters
  Score: Raw -4762249.654198 + Penalty 3457.628118 = -4758792.026080
  nChanged 1604
		SP:Iteration 2Q (3570.060000 sec): 3 clusters
  Score: Raw -4762713.375456 + Penalty 3457.628118 = -4759255.747338
  nChanged 1707
		SP:Iteration 3Q (3570.180000 sec): 3 clusters
  Score: Raw -4763295.025642 + Penalty 3457.628118 = -4759837.397524
  nChanged 1810
		SP:Iteration 4Q (3570.290000 sec): 3 clusters
  Score: Raw -4763991.463027 + Penalty 3457.628118 = -4760533.834908
  nChanged 1883
		SP:Iteration 5Q (3570.400000 sec): 3 clusters
  Score: Raw -4764774.768802 + Penalty 3457.628118 = -4761317.140683
  nChanged 1883
		SP:Iteration 6Q (3570.510000 sec): 3 clusters
  Score: Raw -4765657.792609 + Penalty 3457.628118 = -4762200.164491
  nChanged 1975
		SP:Iteration 7Q (3570.630000 sec): 3 clusters
  Score: Raw -4766650.528052 + Penalty 3457.628118 = -4763192.899933
  nChanged 2011
		SP:Iteration 8Q (3570.740000 sec): 3 clusters
  Score: Raw -4767797.760997 + Penalty 3457.628118 = -4764340.132879
  nChanged 2217
		SP:Iteration 9F (3570.850000 sec): 3 clusters
  Score: Raw -4769130.710544 + Penalty 3457.628118 = -4765673.082425
  nChanged 2220
		SP:Iteration 10F (3570.960000 sec): 3 clusters
  Score: Raw -4770540.289092 + Penalty 3457.628118 = -4767082.660974
  nChanged 2213
		SP:Iteration 11F (3571.070000 sec): 3 clusters
  Score: Raw -4771991.251750 + Penalty 3457.628118 = -4768533.623632
  nChanged 2159
		SP:Iteration 12F (3571.180000 sec): 3 clusters
  Score: Raw -4773438.615437 + Penalty 3457.628118 = -4769980.987319
  nChanged 1972
		SP:Iteration 13Q (3571.280000 sec): 3 clusters
  Score: Raw -4774778.219731 + Penalty 3457.628118 = -4771320.591612
  nChanged 1630
		SP:Iteration 14Q (3571.380000 sec): 3 clusters
  Score: Raw -4775868.500273 + Penalty 3457.628118 = -4772410.872155
  nChanged 1218
		SP:Iteration 15Q (3571.480000 sec): 3 clusters
  Score: Raw -4776665.518703 + Penalty 3457.628118 = -4773207.890584
  nChanged 857
		SP:Iteration 16Q (3571.580000 sec): 3 clusters
  Score: Raw -4777229.059365 + Penalty 3457.628118 = -4773771.431247
  nChanged 656
		SP:Iteration 17Q (3571.670000 sec): 3 clusters
  Score: Raw -4777710.114079 + Penalty 3457.628118 = -4774252.485960
  nChanged 423
		SP:Iteration 18Q (3571.760000 sec): 3 clusters
  Score: Raw -4778041.978997 + Penalty 3457.628118 = -4774584.350879
  nChanged 260
		SP:Iteration 19Q (3571.840000 sec): 3 clusters
  Score: Raw -4778230.739651 + Penalty 3457.628118 = -4774773.111533
  nChanged 152
		SP:Iteration 20F (3571.960000 sec): 3 clusters
  Score: Raw -4778326.598303 + Penalty 3457.628118 = -4774868.970184
  nChanged 95
		SP:Iteration 21Q (3572.040000 sec): 3 clusters
  Score: Raw -4778369.492980 + Penalty 3457.628118 = -4774911.864862
  nChanged 60
		SP:Iteration 22Q (3572.120000 sec): 3 clusters
  Score: Raw -4778391.692032 + Penalty 3457.628118 = -4774934.063914
  nChanged 43
		SP:Iteration 23Q (3572.190000 sec): 3 clusters
  Score: Raw -4778408.144224 + Penalty 3457.628118 = -4774950.516106
  nChanged 28
		SP:Iteration 24Q (3572.270000 sec): 3 clusters
  Score: Raw -4778416.419210 + Penalty 3457.628118 = -4774958.791091
  nChanged 27
		SP:Iteration 25Q (3572.350000 sec): 3 clusters
  Score: Raw -4778427.143774 + Penalty 3457.628118 = -4774969.515655
  nChanged 17
		SP:Iteration 26Q (3572.430000 sec): 3 clusters
  Score: Raw -4778433.819985 + Penalty 3457.628118 = -4774976.191867
  nChanged 19
		SP:Iteration 27Q (3572.510000 sec): 3 clusters
  Score: Raw -4778439.768163 + Penalty 3457.628118 = -4774982.140045
  nChanged 14
		SP:Iteration 28Q (3572.580000 sec): 3 clusters
  Score: Raw -4778445.274638 + Penalty 3457.628118 = -4774987.646520
  nChanged 9
		SP:Iteration 29Q (3572.660000 sec): 3 clusters
  Score: Raw -4778449.818687 + Penalty 3457.628118 = -4774992.190569
  nChanged 11
		SP:Iteration 30Q (3572.750000 sec): 3 clusters
  Score: Raw -4778453.620785 + Penalty 3457.628118 = -4774995.992666
  nChanged 10
		SP:Iteration 31Q (3572.830000 sec): 3 clusters
  Score: Raw -4778457.086152 + Penalty 3457.628118 = -4774999.458034
  nChanged 11
		SP:Iteration 32Q (3572.900000 sec): 3 clusters
  Score: Raw -4778460.156288 + Penalty 3457.628118 = -4775002.528170
  nChanged 11
		SP:Iteration 33Q (3572.980000 sec): 3 clusters
  Score: Raw -4778462.744919 + Penalty 3457.628118 = -4775005.116801
  nChanged 4
		SP:Iteration 34Q (3573.060000 sec): 3 clusters
  Score: Raw -4778463.889950 + Penalty 3457.628118 = -4775006.261832
  nChanged 4
		SP:Iteration 35Q (3573.140000 sec): 3 clusters
  Score: Raw -4778465.201357 + Penalty 3457.628118 = -4775007.573238
  nChanged 1
		SP:Iteration 36Q (3573.220000 sec): 3 clusters
  Score: Raw -4778465.331360 + Penalty 3457.628118 = -4775007.703242
  nChanged 2
		SP:Iteration 37Q (3573.300000 sec): 3 clusters
  Score: Raw -4778466.060315 + Penalty 3457.628118 = -4775008.432196
  nChanged 8
		SP:Iteration 38Q (3573.380000 sec): 3 clusters
  Score: Raw -4778467.308125 + Penalty 3457.628118 = -4775009.680007
  nChanged 2
		SP:Iteration 39Q (3573.450000 sec): 3 clusters
  Score: Raw -4778467.590200 + Penalty 3457.628118 = -4775009.962081
  nChanged 1
		SP:Iteration 40F (3573.560000 sec): 3 clusters
  Score: Raw -4778467.816044 + Penalty 3457.628118 = -4775010.187926
  nChanged 1
		SP:Iteration 41Q (3573.640000 sec): 3 clusters
  Score: Raw -4778468.054476 + Penalty 3457.628118 = -4775010.426358
  nChanged 1
		SP:Iteration 42Q (3573.720000 sec): 3 clusters
  Score: Raw -4778468.201878 + Penalty 3457.628118 = -4775010.573759
  nChanged 0
		SP:Iteration 43F (3573.830000 sec): 3 clusters
  Score: Raw -4778468.201878 + Penalty 3457.628118 = -4775010.573759
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3574.170000 sec): 2 clusters
  Score: Raw -13068421.267094 + Penalty 1887.355895 = -13066533.911199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3574.470000 sec): 3 clusters
  Score: Raw -12996250.940840 + Penalty 3774.711790 = -12992476.229051
  nChanged 52808
		SP:Iteration 1F (3574.770000 sec): 3 clusters
  Score: Raw -13027019.958472 + Penalty 3774.711790 = -13023245.246683
  nChanged 3153
		SP:Iteration 2Q (3575.070000 sec): 3 clusters
  Score: Raw -13027690.747014 + Penalty 3774.711790 = -13023916.035224
  nChanged 3477
		SP:Iteration 3Q (3575.370000 sec): 3 clusters
  Score: Raw -13028596.013369 + Penalty 3774.711790 = -13024821.301579
  nChanged 4147
		SP:Iteration 4Q (3575.680000 sec): 3 clusters
  Score: Raw -13029993.113250 + Penalty 3774.711790 = -13026218.401461
  nChanged 5313
		SP:Iteration 5Q (3575.980000 sec): 3 clusters
  Score: Raw -13032357.710599 + Penalty 3774.711790 = -13028582.998809
  nChanged 6610
		SP:Iteration 6F (3576.270000 sec): 3 clusters
  Score: Raw -13036100.237162 + Penalty 3774.711790 = -13032325.525372
  nChanged 7893
		SP:Iteration 7F (3576.570000 sec): 3 clusters
  Score: Raw -13041501.820751 + Penalty 3774.711790 = -13037727.108961
  nChanged 8441
		SP:Iteration 8F (3576.870000 sec): 3 clusters
  Score: Raw -13048177.805019 + Penalty 3774.711790 = -13044403.093229
  nChanged 7984
		SP:Iteration 9F (3577.150000 sec): 3 clusters
  Score: Raw -13054781.954910 + Penalty 3774.711790 = -13051007.243121
  nChanged 6296
		SP:Iteration 10F (3577.450000 sec): 3 clusters
  Score: Raw -13060159.510636 + Penalty 3774.711790 = -13056384.798846
  nChanged 4398
		SP:Iteration 11Q (3577.740000 sec): 3 clusters
  Score: Raw -13063956.161109 + Penalty 3774.711790 = -13060181.449319
  nChanged 2705
		SP:Iteration 12Q (3578.020000 sec): 3 clusters
  Score: Raw -13066229.322682 + Penalty 3774.711790 = -13062454.610893
  nChanged 1540
		SP:Iteration 13Q (3578.290000 sec): 3 clusters
  Score: Raw -13067441.212848 + Penalty 3774.711790 = -13063666.501058
  nChanged 855
		SP:Iteration 14Q (3578.530000 sec): 3 clusters
  Score: Raw -13068076.283921 + Penalty 3774.711790 = -13064301.572131
  nChanged 448
		SP:Iteration 15Q (3578.760000 sec): 3 clusters
  Score: Raw -13068405.560273 + Penalty 3774.711790 = -13064630.848483
  nChanged 297
		SP:Iteration 16Q (3578.980000 sec): 3 clusters
  Score: Raw -13068589.957960 + Penalty 3774.711790 = -13064815.246171
  nChanged 180
		SP:Iteration 17Q (3579.200000 sec): 3 clusters
  Score: Raw -13068685.830867 + Penalty 3774.711790 = -13064911.119077
  nChanged 130
		SP:Iteration 18Q (3579.410000 sec): 3 clusters
  Score: Raw -13068747.964952 + Penalty 3774.711790 = -13064973.253163
  nChanged 86
		SP:Iteration 19Q (3579.620000 sec): 3 clusters
  Score: Raw -13068784.252220 + Penalty 3774.711790 = -13065009.540430
  nChanged 58
		SP:Iteration 20F (3579.910000 sec): 3 clusters
  Score: Raw -13068809.274632 + Penalty 3774.711790 = -13065034.562842
  nChanged 57
		SP:Iteration 21Q (3580.130000 sec): 3 clusters
  Score: Raw -13068831.174849 + Penalty 3774.711790 = -13065056.463059
  nChanged 41
		SP:Iteration 22Q (3580.330000 sec): 3 clusters
  Score: Raw -13068845.509790 + Penalty 3774.711790 = -13065070.798001
  nChanged 34
		SP:Iteration 23Q (3580.550000 sec): 3 clusters
  Score: Raw -13068855.445969 + Penalty 3774.711790 = -13065080.734179
  nChanged 29
		SP:Iteration 24Q (3580.750000 sec): 3 clusters
  Score: Raw -13068862.972878 + Penalty 3774.711790 = -13065088.261088
  nChanged 29
		SP:Iteration 25Q (3580.960000 sec): 3 clusters
  Score: Raw -13068870.391271 + Penalty 3774.711790 = -13065095.679482
  nChanged 21
		SP:Iteration 26Q (3581.170000 sec): 3 clusters
  Score: Raw -13068875.905951 + Penalty 3774.711790 = -13065101.194161
  nChanged 23
		SP:Iteration 27Q (3581.380000 sec): 3 clusters
  Score: Raw -13068882.953935 + Penalty 3774.711790 = -13065108.242146
  nChanged 22
		SP:Iteration 28Q (3581.590000 sec): 3 clusters
  Score: Raw -13068890.457981 + Penalty 3774.711790 = -13065115.746191
  nChanged 23
		SP:Iteration 29Q (3581.800000 sec): 3 clusters
  Score: Raw -13068897.282332 + Penalty 3774.711790 = -13065122.570542
  nChanged 14
		SP:Iteration 30Q (3582.010000 sec): 3 clusters
  Score: Raw -13068901.346320 + Penalty 3774.711790 = -13065126.634531
  nChanged 12
		SP:Iteration 31Q (3582.210000 sec): 3 clusters
  Score: Raw -13068904.446960 + Penalty 3774.711790 = -13065129.735171
  nChanged 13
		SP:Iteration 32Q (3582.430000 sec): 3 clusters
  Score: Raw -13068908.777404 + Penalty 3774.711790 = -13065134.065614
  nChanged 14
		SP:Iteration 33Q (3582.650000 sec): 3 clusters
  Score: Raw -13068912.412312 + Penalty 3774.711790 = -13065137.700522
  nChanged 9
		SP:Iteration 34Q (3582.860000 sec): 3 clusters
  Score: Raw -13068914.473596 + Penalty 3774.711790 = -13065139.761807
  nChanged 6
		SP:Iteration 35Q (3583.070000 sec): 3 clusters
  Score: Raw -13068915.975702 + Penalty 3774.711790 = -13065141.263912
  nChanged 5
		SP:Iteration 36Q (3583.270000 sec): 3 clusters
  Score: Raw -13068918.022731 + Penalty 3774.711790 = -13065143.310941
  nChanged 3
		SP:Iteration 37Q (3583.480000 sec): 3 clusters
  Score: Raw -13068919.018575 + Penalty 3774.711790 = -13065144.306786
  nChanged 3
		SP:Iteration 38Q (3583.680000 sec): 3 clusters
  Score: Raw -13068919.833396 + Penalty 3774.711790 = -13065145.121606
  nChanged 4
		SP:Iteration 39Q (3583.890000 sec): 3 clusters
  Score: Raw -13068921.156488 + Penalty 3774.711790 = -13065146.444698
  nChanged 5
		SP:Iteration 40F (3584.190000 sec): 3 clusters
  Score: Raw -13068921.820354 + Penalty 3774.711790 = -13065147.108564
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (107065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3584.460000 sec): 2 clusters
  Score: Raw -12264573.138306 + Penalty 1881.943603 = -12262691.194702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3584.740000 sec): 3 clusters
  Score: Raw -12194520.257084 + Penalty 3763.887207 = -12190756.369877
  nChanged 51384
		SP:Iteration 1F (3585.030000 sec): 3 clusters
  Score: Raw -12224527.793922 + Penalty 3763.887207 = -12220763.906716
  nChanged 3647
		SP:Iteration 2Q (3585.320000 sec): 3 clusters
  Score: Raw -12225641.813676 + Penalty 3763.887207 = -12221877.926470
  nChanged 4264
		SP:Iteration 3Q (3585.610000 sec): 3 clusters
  Score: Raw -12227314.884491 + Penalty 3763.887207 = -12223550.997284
  nChanged 5391
		SP:Iteration 4F (3585.900000 sec): 3 clusters
  Score: Raw -12230103.405911 + Penalty 3763.887207 = -12226339.518704
  nChanged 7024
		SP:Iteration 5F (3586.180000 sec): 3 clusters
  Score: Raw -12234813.856192 + Penalty 3763.887207 = -12231049.968985
  nChanged 8909
		SP:Iteration 6F (3586.470000 sec): 3 clusters
  Score: Raw -12242269.047000 + Penalty 3763.887207 = -12238505.159793
  nChanged 9502
		SP:Iteration 7F (3586.750000 sec): 3 clusters
  Score: Raw -12251314.647433 + Penalty 3763.887207 = -12247550.760226
  nChanged 7563
		SP:Iteration 8F (3587.030000 sec): 3 clusters
  Score: Raw -12258704.310277 + Penalty 3763.887207 = -12254940.423070
  nChanged 4128
		SP:Iteration 9Q (3587.290000 sec): 3 clusters
  Score: Raw -12262571.050930 + Penalty 3763.887207 = -12258807.163724
  nChanged 1625
		SP:Iteration 10Q (3587.530000 sec): 3 clusters
  Score: Raw -12264003.227191 + Penalty 3763.887207 = -12260239.339984
  nChanged 553
		SP:Iteration 11Q (3587.750000 sec): 3 clusters
  Score: Raw -12264454.921163 + Penalty 3763.887207 = -12260691.033956
  nChanged 218
		SP:Iteration 12Q (3587.960000 sec): 3 clusters
  Score: Raw -12264643.962961 + Penalty 3763.887207 = -12260880.075754
  nChanged 99
		SP:Iteration 13Q (3588.160000 sec): 3 clusters
  Score: Raw -12264738.872290 + Penalty 3763.887207 = -12260974.985083
  nChanged 59
		SP:Iteration 14Q (3588.370000 sec): 3 clusters
  Score: Raw -12264802.729199 + Penalty 3763.887207 = -12261038.841993
  nChanged 36
		SP:Iteration 15Q (3588.580000 sec): 3 clusters
  Score: Raw -12264833.044476 + Penalty 3763.887207 = -12261069.157269
  nChanged 20
		SP:Iteration 16Q (3588.780000 sec): 3 clusters
  Score: Raw -12264850.153726 + Penalty 3763.887207 = -12261086.266519
  nChanged 14
		SP:Iteration 17Q (3588.980000 sec): 3 clusters
  Score: Raw -12264860.987940 + Penalty 3763.887207 = -12261097.100733
  nChanged 12
		SP:Iteration 18Q (3589.180000 sec): 3 clusters
  Score: Raw -12264868.446109 + Penalty 3763.887207 = -12261104.558902
  nChanged 7
		SP:Iteration 19Q (3589.380000 sec): 3 clusters
  Score: Raw -12264873.248715 + Penalty 3763.887207 = -12261109.361508
  nChanged 7
		SP:Iteration 20F (3589.660000 sec): 3 clusters
  Score: Raw -12264878.555489 + Penalty 3763.887207 = -12261114.668282
  nChanged 6
		SP:Iteration 21Q (3589.860000 sec): 3 clusters
  Score: Raw -12264882.756383 + Penalty 3763.887207 = -12261118.869177
  nChanged 6
		SP:Iteration 22Q (3590.060000 sec): 3 clusters
  Score: Raw -12264891.721887 + Penalty 3763.887207 = -12261127.834681
  nChanged 7
		SP:Iteration 23Q (3590.260000 sec): 3 clusters
  Score: Raw -12264895.488594 + Penalty 3763.887207 = -12261131.601387
  nChanged 4
		SP:Iteration 24Q (3590.460000 sec): 3 clusters
  Score: Raw -12264900.029811 + Penalty 3763.887207 = -12261136.142604
  nChanged 5
		SP:Iteration 25Q (3590.660000 sec): 3 clusters
  Score: Raw -12264904.554043 + Penalty 3763.887207 = -12261140.666836
  nChanged 6
		SP:Iteration 26Q (3590.860000 sec): 3 clusters
  Score: Raw -12264908.018538 + Penalty 3763.887207 = -12261144.131332
  nChanged 4
		SP:Iteration 27Q (3591.060000 sec): 3 clusters
  Score: Raw -12264912.256035 + Penalty 3763.887207 = -12261148.368828
  nChanged 3
		SP:Iteration 28Q (3591.260000 sec): 3 clusters
  Score: Raw -12264913.188050 + Penalty 3763.887207 = -12261149.300844
  nChanged 0
		SP:Iteration 29F (3591.540000 sec): 3 clusters
  Score: Raw -12264913.188050 + Penalty 3763.887207 = -12261149.300844
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3591.620000 sec): 2 clusters
  Score: Raw -1142049.178449 + Penalty 1491.042378 = -1140558.136071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3591.640000 sec): 3 clusters
  Score: Raw -1136472.290874 + Penalty 2982.084756 = -1133490.206118
  nChanged 4218
		SP:Iteration 1F (3591.670000 sec): 3 clusters
  Score: Raw -1138643.495749 + Penalty 2982.084756 = -1135661.410993
  nChanged 544
		SP:Iteration 2F (3591.690000 sec): 3 clusters
  Score: Raw -1138852.669605 + Penalty 2982.084756 = -1135870.584849
  nChanged 419
		SP:Iteration 3Q (3591.710000 sec): 3 clusters
  Score: Raw -1139014.430859 + Penalty 2982.084756 = -1136032.346103
  nChanged 391
		SP:Iteration 4Q (3591.740000 sec): 3 clusters
  Score: Raw -1139172.746832 + Penalty 2982.084756 = -1136190.662076
  nChanged 376
		SP:Iteration 5Q (3591.760000 sec): 3 clusters
  Score: Raw -1139343.013408 + Penalty 2982.084756 = -1136360.928652
  nChanged 434
		SP:Iteration 6Q (3591.790000 sec): 3 clusters
  Score: Raw -1139589.697864 + Penalty 2982.084756 = -1136607.613108
  nChanged 518
		SP:Iteration 7F (3591.810000 sec): 3 clusters
  Score: Raw -1139927.174623 + Penalty 2982.084756 = -1136945.089867
  nChanged 592
		SP:Iteration 8F (3591.840000 sec): 3 clusters
  Score: Raw -1140344.177875 + Penalty 2982.084756 = -1137362.093119
  nChanged 604
		SP:Iteration 9F (3591.860000 sec): 3 clusters
  Score: Raw -1140801.968732 + Penalty 2982.084756 = -1137819.883977
  nChanged 555
		SP:Iteration 10F (3591.890000 sec): 3 clusters
  Score: Raw -1141212.459672 + Penalty 2982.084756 = -1138230.374916
  nChanged 448
		SP:Iteration 11Q (3591.910000 sec): 3 clusters
  Score: Raw -1141537.187357 + Penalty 2982.084756 = -1138555.102602
  nChanged 347
		SP:Iteration 12Q (3591.930000 sec): 3 clusters
  Score: Raw -1141820.917588 + Penalty 2982.084756 = -1138838.832832
  nChanged 240
		SP:Iteration 13Q (3591.960000 sec): 3 clusters
  Score: Raw -1142019.854939 + Penalty 2982.084756 = -1139037.770183
  nChanged 154
		SP:Iteration 14Q (3591.980000 sec): 3 clusters
  Score: Raw -1142146.996473 + Penalty 2982.084756 = -1139164.911717
  nChanged 127
		SP:Iteration 15Q (3592.010000 sec): 3 clusters
  Score: Raw -1142268.250791 + Penalty 2982.084756 = -1139286.166035
  nChanged 111
		SP:Iteration 16Q (3592.030000 sec): 3 clusters
  Score: Raw -1142356.734353 + Penalty 2982.084756 = -1139374.649597
  nChanged 73
		SP:Iteration 17Q (3592.040000 sec): 3 clusters
  Score: Raw -1142412.227069 + Penalty 2982.084756 = -1139430.142314
  nChanged 52
		SP:Iteration 18Q (3592.060000 sec): 3 clusters
  Score: Raw -1142452.582955 + Penalty 2982.084756 = -1139470.498199
  nChanged 52
		SP:Iteration 19Q (3592.080000 sec): 3 clusters
  Score: Raw -1142497.652852 + Penalty 2982.084756 = -1139515.568096
  nChanged 45
		SP:Iteration 20F (3592.110000 sec): 3 clusters
  Score: Raw -1142541.802626 + Penalty 2982.084756 = -1139559.717870
  nChanged 39
		SP:Iteration 21Q (3592.130000 sec): 3 clusters
  Score: Raw -1142573.411352 + Penalty 2982.084756 = -1139591.326596
  nChanged 28
		SP:Iteration 22Q (3592.150000 sec): 3 clusters
  Score: Raw -1142591.490657 + Penalty 2982.084756 = -1139609.405901
  nChanged 29
		SP:Iteration 23Q (3592.170000 sec): 3 clusters
  Score: Raw -1142614.439354 + Penalty 2982.084756 = -1139632.354598
  nChanged 27
		SP:Iteration 24Q (3592.180000 sec): 3 clusters
  Score: Raw -1142639.326432 + Penalty 2982.084756 = -1139657.241677
  nChanged 23
		SP:Iteration 25Q (3592.200000 sec): 3 clusters
  Score: Raw -1142657.788302 + Penalty 2982.084756 = -1139675.703546
  nChanged 16
		SP:Iteration 26Q (3592.220000 sec): 3 clusters
  Score: Raw -1142669.351762 + Penalty 2982.084756 = -1139687.267006
  nChanged 15
		SP:Iteration 27Q (3592.240000 sec): 3 clusters
  Score: Raw -1142675.344915 + Penalty 2982.084756 = -1139693.260160
  nChanged 5
		SP:Iteration 28Q (3592.260000 sec): 3 clusters
  Score: Raw -1142678.407489 + Penalty 2982.084756 = -1139696.322734
  nChanged 7
		SP:Iteration 29Q (3592.270000 sec): 3 clusters
  Score: Raw -1142681.664474 + Penalty 2982.084756 = -1139699.579718
  nChanged 7
		SP:Iteration 30Q (3592.290000 sec): 3 clusters
  Score: Raw -1142684.263638 + Penalty 2982.084756 = -1139702.178882
  nChanged 4
		SP:Iteration 31Q (3592.310000 sec): 3 clusters
  Score: Raw -1142686.084699 + Penalty 2982.084756 = -1139703.999943
  nChanged 3
		SP:Iteration 32Q (3592.330000 sec): 3 clusters
  Score: Raw -1142687.356832 + Penalty 2982.084756 = -1139705.272077
  nChanged 2
		SP:Iteration 33Q (3592.350000 sec): 3 clusters
  Score: Raw -1142687.941780 + Penalty 2982.084756 = -1139705.857024
  nChanged 2
		SP:Iteration 34Q (3592.370000 sec): 3 clusters
  Score: Raw -1142688.934724 + Penalty 2982.084756 = -1139706.849969
  nChanged 1
		SP:Iteration 35Q (3592.380000 sec): 3 clusters
  Score: Raw -1142689.128360 + Penalty 2982.084756 = -1139707.043604
  nChanged 2
		SP:Iteration 36Q (3592.400000 sec): 3 clusters
  Score: Raw -1142689.574496 + Penalty 2982.084756 = -1139707.489740
  nChanged 0
		SP:Iteration 37F (3592.430000 sec): 3 clusters
  Score: Raw -1142689.574496 + Penalty 2982.084756 = -1139707.489740
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3592.450000 sec): 2 clusters
  Score: Raw -552634.237076 + Penalty 1386.142780 = -551248.094296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3592.460000 sec): 3 clusters
  Score: Raw -549985.776695 + Penalty 2772.285560 = -547213.491134
  nChanged 2073
		SP:Iteration 1F (3592.470000 sec): 3 clusters
  Score: Raw -551246.353595 + Penalty 2772.285560 = -548474.068034
  nChanged 398
		SP:Iteration 2F (3592.480000 sec): 3 clusters
  Score: Raw -551482.441784 + Penalty 2772.285560 = -548710.156223
  nChanged 305
		SP:Iteration 3F (3592.490000 sec): 3 clusters
  Score: Raw -551672.249532 + Penalty 2772.285560 = -548899.963972
  nChanged 252
		SP:Iteration 4Q (3592.510000 sec): 3 clusters
  Score: Raw -551822.071646 + Penalty 2772.285560 = -549049.786086
  nChanged 224
		SP:Iteration 5Q (3592.520000 sec): 3 clusters
  Score: Raw -551933.390726 + Penalty 2772.285560 = -549161.105166
  nChanged 160
		SP:Iteration 6Q (3592.530000 sec): 3 clusters
  Score: Raw -552006.945270 + Penalty 2772.285560 = -549234.659709
  nChanged 132
		SP:Iteration 7Q (3592.550000 sec): 3 clusters
  Score: Raw -552064.162475 + Penalty 2772.285560 = -549291.876915
  nChanged 115
		SP:Iteration 8Q (3592.560000 sec): 3 clusters
  Score: Raw -552106.315875 + Penalty 2772.285560 = -549334.030315
  nChanged 90
		SP:Iteration 9Q (3592.570000 sec): 3 clusters
  Score: Raw -552143.056850 + Penalty 2772.285560 = -549370.771290
  nChanged 94
		SP:Iteration 10Q (3592.580000 sec): 3 clusters
  Score: Raw -552180.578468 + Penalty 2772.285560 = -549408.292908
  nChanged 87
		SP:Iteration 11Q (3592.590000 sec): 3 clusters
  Score: Raw -552211.441524 + Penalty 2772.285560 = -549439.155964
  nChanged 77
		SP:Iteration 12Q (3592.610000 sec): 3 clusters
  Score: Raw -552240.096421 + Penalty 2772.285560 = -549467.810860
  nChanged 76
		SP:Iteration 13Q (3592.620000 sec): 3 clusters
  Score: Raw -552268.684502 + Penalty 2772.285560 = -549496.398942
  nChanged 72
		SP:Iteration 14Q (3592.630000 sec): 3 clusters
  Score: Raw -552298.555563 + Penalty 2772.285560 = -549526.270003
  nChanged 67
		SP:Iteration 15Q (3592.650000 sec): 3 clusters
  Score: Raw -552331.052334 + Penalty 2772.285560 = -549558.766774
  nChanged 81
		SP:Iteration 16Q (3592.660000 sec): 3 clusters
  Score: Raw -552370.610203 + Penalty 2772.285560 = -549598.324643
  nChanged 84
		SP:Iteration 17Q (3592.670000 sec): 3 clusters
  Score: Raw -552412.152528 + Penalty 2772.285560 = -549639.866967
  nChanged 88
		SP:Iteration 18Q (3592.680000 sec): 3 clusters
  Score: Raw -552449.683133 + Penalty 2772.285560 = -549677.397573
  nChanged 71
		SP:Iteration 19Q (3592.690000 sec): 3 clusters
  Score: Raw -552486.314892 + Penalty 2772.285560 = -549714.029331
  nChanged 81
		SP:Iteration 20F (3592.710000 sec): 3 clusters
  Score: Raw -552534.467886 + Penalty 2772.285560 = -549762.182325
  nChanged 76
		SP:Iteration 21Q (3592.720000 sec): 3 clusters
  Score: Raw -552571.615044 + Penalty 2772.285560 = -549799.329483
  nChanged 78
		SP:Iteration 22Q (3592.730000 sec): 3 clusters
  Score: Raw -552619.081999 + Penalty 2772.285560 = -549846.796438
  nChanged 88
		SP:Iteration 23Q (3592.740000 sec): 3 clusters
  Score: Raw -552667.369013 + Penalty 2772.285560 = -549895.083453
  nChanged 63
		SP:Iteration 24Q (3592.750000 sec): 3 clusters
  Score: Raw -552701.837410 + Penalty 2772.285560 = -549929.551850
  nChanged 62
		SP:Iteration 25Q (3592.770000 sec): 3 clusters
  Score: Raw -552732.131391 + Penalty 2772.285560 = -549959.845830
  nChanged 56
		SP:Iteration 26Q (3592.780000 sec): 3 clusters
  Score: Raw -552763.972473 + Penalty 2772.285560 = -549991.686912
  nChanged 48
		SP:Iteration 27Q (3592.790000 sec): 3 clusters
  Score: Raw -552787.536251 + Penalty 2772.285560 = -550015.250691
  nChanged 33
		SP:Iteration 28Q (3592.800000 sec): 3 clusters
  Score: Raw -552807.610934 + Penalty 2772.285560 = -550035.325374
  nChanged 39
		SP:Iteration 29Q (3592.810000 sec): 3 clusters
  Score: Raw -552828.705449 + Penalty 2772.285560 = -550056.419889
  nChanged 52
		SP:Iteration 30Q (3592.820000 sec): 3 clusters
  Score: Raw -552858.265209 + Penalty 2772.285560 = -550085.979648
  nChanged 42
		SP:Iteration 31Q (3592.830000 sec): 3 clusters
  Score: Raw -552884.013198 + Penalty 2772.285560 = -550111.727638
  nChanged 37
		SP:Iteration 32Q (3592.840000 sec): 3 clusters
  Score: Raw -552904.649340 + Penalty 2772.285560 = -550132.363780
  nChanged 36
		SP:Iteration 33Q (3592.850000 sec): 3 clusters
  Score: Raw -552922.261803 + Penalty 2772.285560 = -550149.976242
  nChanged 28
		SP:Iteration 34Q (3592.870000 sec): 3 clusters
  Score: Raw -552937.131203 + Penalty 2772.285560 = -550164.845642
  nChanged 25
		SP:Iteration 35Q (3592.880000 sec): 3 clusters
  Score: Raw -552950.210325 + Penalty 2772.285560 = -550177.924765
  nChanged 26
		SP:Iteration 36Q (3592.890000 sec): 3 clusters
  Score: Raw -552960.993408 + Penalty 2772.285560 = -550188.707847
  nChanged 19
		SP:Iteration 37Q (3592.900000 sec): 3 clusters
  Score: Raw -552967.609758 + Penalty 2772.285560 = -550195.324197
  nChanged 16
		SP:Iteration 38Q (3592.910000 sec): 3 clusters
  Score: Raw -552975.654958 + Penalty 2772.285560 = -550203.369397
  nChanged 19
		SP:Iteration 39Q (3592.920000 sec): 3 clusters
  Score: Raw -552983.350864 + Penalty 2772.285560 = -550211.065304
  nChanged 13
		SP:Iteration 40F (3592.930000 sec): 3 clusters
  Score: Raw -552988.555408 + Penalty 2772.285560 = -550216.269848
  nChanged 17
		SP:Iteration 41Q (3592.940000 sec): 3 clusters
  Score: Raw -552995.593715 + Penalty 2772.285560 = -550223.308154
  nChanged 12
		SP:Iteration 42Q (3592.950000 sec): 3 clusters
  Score: Raw -553001.683573 + Penalty 2772.285560 = -550229.398012
  nChanged 12
		SP:Iteration 43Q (3592.970000 sec): 3 clusters
  Score: Raw -553006.107149 + Penalty 2772.285560 = -550233.821588
  nChanged 20
		SP:Iteration 44Q (3592.970000 sec): 3 clusters
  Score: Raw -553014.630206 + Penalty 2772.285560 = -550242.344645
  nChanged 14
		SP:Iteration 45Q (3592.990000 sec): 3 clusters
  Score: Raw -553023.388977 + Penalty 2772.285560 = -550251.103417
  nChanged 16
		SP:Iteration 46Q (3592.990000 sec): 3 clusters
  Score: Raw -553034.087613 + Penalty 2772.285560 = -550261.802052
  nChanged 17
		SP:Iteration 47Q (3593.010000 sec): 3 clusters
  Score: Raw -553045.376945 + Penalty 2772.285560 = -550273.091385
  nChanged 13
		SP:Iteration 48Q (3593.020000 sec): 3 clusters
  Score: Raw -553054.680624 + Penalty 2772.285560 = -550282.395064
  nChanged 17
		SP:Iteration 49Q (3593.030000 sec): 3 clusters
  Score: Raw -553066.598128 + Penalty 2772.285560 = -550294.312567
  nChanged 16
		SP:Iteration 50Q (3593.040000 sec): 3 clusters
  Score: Raw -553077.020521 + Penalty 2772.285560 = -550304.734961
  nChanged 18
		SP:Iteration 51Q (3593.050000 sec): 3 clusters
  Score: Raw -553087.339773 + Penalty 2772.285560 = -550315.054212
  nChanged 12
		SP:Iteration 52Q (3593.060000 sec): 3 clusters
  Score: Raw -553093.256053 + Penalty 2772.285560 = -550320.970492
  nChanged 18
		SP:Iteration 53Q (3593.070000 sec): 3 clusters
  Score: Raw -553101.910511 + Penalty 2772.285560 = -550329.624951
  nChanged 8
		SP:Iteration 54Q (3593.080000 sec): 3 clusters
  Score: Raw -553105.532716 + Penalty 2772.285560 = -550333.247156
  nChanged 5
		SP:Iteration 55Q (3593.090000 sec): 3 clusters
  Score: Raw -553108.686482 + Penalty 2772.285560 = -550336.400921
  nChanged 3
		SP:Iteration 56Q (3593.100000 sec): 3 clusters
  Score: Raw -553110.547585 + Penalty 2772.285560 = -550338.262025
  nChanged 3
		SP:Iteration 57Q (3593.110000 sec): 3 clusters
  Score: Raw -553112.147271 + Penalty 2772.285560 = -550339.861710
  nChanged 3
		SP:Iteration 58Q (3593.120000 sec): 3 clusters
  Score: Raw -553114.879129 + Penalty 2772.285560 = -550342.593569
  nChanged 7
		SP:Iteration 59Q (3593.130000 sec): 3 clusters
  Score: Raw -553117.707027 + Penalty 2772.285560 = -550345.421467
  nChanged 1
		SP:Iteration 60F (3593.140000 sec): 3 clusters
  Score: Raw -553117.911345 + Penalty 2772.285560 = -550345.625785
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3593.150000 sec): 2 clusters
  Score: Raw -56307.897052 + Penalty 1045.352765 = -55262.544287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3593.150000 sec): 3 clusters
  Score: Raw -56483.256076 + Penalty 2090.705530 = -54392.550546
  nChanged 201
		SP:Iteration 1F (3593.150000 sec): 3 clusters
  Score: Raw -57599.478580 + Penalty 2090.705530 = -55508.773049
  nChanged 119
		SP:Iteration 2F (3593.150000 sec): 3 clusters
  Score: Raw -58645.800827 + Penalty 2090.705530 = -56555.095297
  nChanged 64
		SP:Iteration 3F (3593.150000 sec): 3 clusters
  Score: Raw -59157.949507 + Penalty 2090.705530 = -57067.243977
  nChanged 12
		SP:Iteration 4Q (3593.150000 sec): 3 clusters
  Score: Raw -59788.501563 + Penalty 2090.705530 = -57697.796033
  nChanged 7
		SP:Iteration 5Q (3593.160000 sec): 3 clusters
  Score: Raw -59822.526564 + Penalty 2090.705530 = -57731.821034
  nChanged 9
		SP:Iteration 6Q (3593.160000 sec): 3 clusters
  Score: Raw -59941.919221 + Penalty 2090.705530 = -57851.213691
  nChanged 4
		SP:Iteration 7Q (3593.160000 sec): 3 clusters
  Score: Raw -59985.077206 + Penalty 2090.705530 = -57894.371676
  nChanged 4
		SP:Iteration 8Q (3593.160000 sec): 3 clusters
  Score: Raw -60039.415465 + Penalty 2090.705530 = -57948.709935
  nChanged 2
		SP:Iteration 9Q (3593.160000 sec): 3 clusters
  Score: Raw -60065.060279 + Penalty 2090.705530 = -57974.354749
  nChanged 1
		SP:Iteration 10Q (3593.160000 sec): 3 clusters
  Score: Raw -60068.401814 + Penalty 2090.705530 = -57977.696284
  nChanged 1
		SP:Iteration 11Q (3593.160000 sec): 3 clusters
  Score: Raw -60073.619930 + Penalty 2090.705530 = -57982.914400
  nChanged 0
		SP:Iteration 12F (3593.170000 sec): 3 clusters
  Score: Raw -60073.619930 + Penalty 2090.705530 = -57982.914400
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (91237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3593.440000 sec): 2 clusters
  Score: Raw -10656448.513494 + Penalty 1855.947567 = -10654592.565928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3593.690000 sec): 3 clusters
  Score: Raw -10597326.868020 + Penalty 3711.895134 = -10593614.972886
  nChanged 43541
		SP:Iteration 1F (3593.930000 sec): 3 clusters
  Score: Raw -10623102.625894 + Penalty 3711.895134 = -10619390.730760
  nChanged 3478
		SP:Iteration 2Q (3594.180000 sec): 3 clusters
  Score: Raw -10624231.726053 + Penalty 3711.895134 = -10620519.830920
  nChanged 3866
		SP:Iteration 3Q (3594.430000 sec): 3 clusters
  Score: Raw -10625729.937599 + Penalty 3711.895134 = -10622018.042466
  nChanged 4496
		SP:Iteration 4Q (3594.690000 sec): 3 clusters
  Score: Raw -10627951.136746 + Penalty 3711.895134 = -10624239.241612
  nChanged 5332
		SP:Iteration 5F (3594.930000 sec): 3 clusters
  Score: Raw -10631342.207027 + Penalty 3711.895134 = -10627630.311894
  nChanged 6137
		SP:Iteration 6F (3595.180000 sec): 3 clusters
  Score: Raw -10636297.985105 + Penalty 3711.895134 = -10632586.089971
  nChanged 6262
		SP:Iteration 7F (3595.420000 sec): 3 clusters
  Score: Raw -10642133.048035 + Penalty 3711.895134 = -10638421.152902
  nChanged 5429
		SP:Iteration 8F (3595.670000 sec): 3 clusters
  Score: Raw -10647049.620842 + Penalty 3711.895134 = -10643337.725708
  nChanged 3966
		SP:Iteration 9Q (3595.900000 sec): 3 clusters
  Score: Raw -10649921.782963 + Penalty 3711.895134 = -10646209.887830
  nChanged 2815
		SP:Iteration 10Q (3596.130000 sec): 3 clusters
  Score: Raw -10651528.563612 + Penalty 3711.895134 = -10647816.668478
  nChanged 2053
		SP:Iteration 11Q (3596.340000 sec): 3 clusters
  Score: Raw -10652557.763605 + Penalty 3711.895134 = -10648845.868471
  nChanged 1641
		SP:Iteration 12Q (3596.550000 sec): 3 clusters
  Score: Raw -10653349.398740 + Penalty 3711.895134 = -10649637.503607
  nChanged 1403
		SP:Iteration 13Q (3596.760000 sec): 3 clusters
  Score: Raw -10654025.815267 + Penalty 3711.895134 = -10650313.920134
  nChanged 1249
		SP:Iteration 14Q (3596.960000 sec): 3 clusters
  Score: Raw -10654621.580390 + Penalty 3711.895134 = -10650909.685256
  nChanged 1119
		SP:Iteration 15Q (3597.160000 sec): 3 clusters
  Score: Raw -10655166.647907 + Penalty 3711.895134 = -10651454.752774
  nChanged 955
		SP:Iteration 16Q (3597.360000 sec): 3 clusters
  Score: Raw -10655629.563701 + Penalty 3711.895134 = -10651917.668567
  nChanged 831
		SP:Iteration 17Q (3597.550000 sec): 3 clusters
  Score: Raw -10656026.265139 + Penalty 3711.895134 = -10652314.370005
  nChanged 784
		SP:Iteration 18Q (3597.740000 sec): 3 clusters
  Score: Raw -10656401.874213 + Penalty 3711.895134 = -10652689.979080
  nChanged 660
		SP:Iteration 19Q (3597.930000 sec): 3 clusters
  Score: Raw -10656702.713635 + Penalty 3711.895134 = -10652990.818501
  nChanged 519
		SP:Iteration 20F (3598.170000 sec): 3 clusters
  Score: Raw -10656924.360232 + Penalty 3711.895134 = -10653212.465098
  nChanged 453
		SP:Iteration 21Q (3598.360000 sec): 3 clusters
  Score: Raw -10657111.626360 + Penalty 3711.895134 = -10653399.731226
  nChanged 367
		SP:Iteration 22Q (3598.540000 sec): 3 clusters
  Score: Raw -10657251.375281 + Penalty 3711.895134 = -10653539.480147
  nChanged 299
		SP:Iteration 23Q (3598.730000 sec): 3 clusters
  Score: Raw -10657372.240604 + Penalty 3711.895134 = -10653660.345471
  nChanged 274
		SP:Iteration 24Q (3598.910000 sec): 3 clusters
  Score: Raw -10657492.574812 + Penalty 3711.895134 = -10653780.679678
  nChanged 232
		SP:Iteration 25Q (3599.090000 sec): 3 clusters
  Score: Raw -10657590.282302 + Penalty 3711.895134 = -10653878.387168
  nChanged 203
		SP:Iteration 26Q (3599.270000 sec): 3 clusters
  Score: Raw -10657673.523103 + Penalty 3711.895134 = -10653961.627969
  nChanged 154
		SP:Iteration 27Q (3599.450000 sec): 3 clusters
  Score: Raw -10657725.037289 + Penalty 3711.895134 = -10654013.142155
  nChanged 134
		SP:Iteration 28Q (3599.630000 sec): 3 clusters
  Score: Raw -10657766.607425 + Penalty 3711.895134 = -10654054.712291
  nChanged 114
		SP:Iteration 29Q (3599.810000 sec): 3 clusters
  Score: Raw -10657803.154930 + Penalty 3711.895134 = -10654091.259797
  nChanged 83
		SP:Iteration 30Q (3599.980000 sec): 3 clusters
  Score: Raw -10657829.134258 + Penalty 3711.895134 = -10654117.239124
  nChanged 81
		SP:Iteration 31Q (3600.160000 sec): 3 clusters
  Score: Raw -10657849.653772 + Penalty 3711.895134 = -10654137.758638
  nChanged 62
		SP:Iteration 32Q (3600.330000 sec): 3 clusters
  Score: Raw -10657864.720011 + Penalty 3711.895134 = -10654152.824878
  nChanged 56
		SP:Iteration 33Q (3600.510000 sec): 3 clusters
  Score: Raw -10657877.698328 + Penalty 3711.895134 = -10654165.803194
  nChanged 47
		SP:Iteration 34Q (3600.690000 sec): 3 clusters
  Score: Raw -10657886.155772 + Penalty 3711.895134 = -10654174.260638
  nChanged 33
		SP:Iteration 35Q (3600.870000 sec): 3 clusters
  Score: Raw -10657893.811420 + Penalty 3711.895134 = -10654181.916286
  nChanged 22
		SP:Iteration 36Q (3601.040000 sec): 3 clusters
  Score: Raw -10657899.922171 + Penalty 3711.895134 = -10654188.027037
  nChanged 26
		SP:Iteration 37Q (3601.220000 sec): 3 clusters
  Score: Raw -10657904.731489 + Penalty 3711.895134 = -10654192.836355
  nChanged 19
		SP:Iteration 38Q (3601.390000 sec): 3 clusters
  Score: Raw -10657909.693424 + Penalty 3711.895134 = -10654197.798290
  nChanged 32
		SP:Iteration 39Q (3601.570000 sec): 3 clusters
  Score: Raw -10657916.223072 + Penalty 3711.895134 = -10654204.327938
  nChanged 24
		SP:Iteration 40F (3601.810000 sec): 3 clusters
  Score: Raw -10657924.392518 + Penalty 3711.895134 = -10654212.497385
  nChanged 15
		SP:Iteration 41Q (3601.980000 sec): 3 clusters
  Score: Raw -10657927.387580 + Penalty 3711.895134 = -10654215.492447
  nChanged 20
		SP:Iteration 42Q (3602.160000 sec): 3 clusters
  Score: Raw -10657930.769931 + Penalty 3711.895134 = -10654218.874797
  nChanged 23
		SP:Iteration 43Q (3602.330000 sec): 3 clusters
  Score: Raw -10657935.494559 + Penalty 3711.895134 = -10654223.599425
  nChanged 24
		SP:Iteration 44Q (3602.510000 sec): 3 clusters
  Score: Raw -10657940.500816 + Penalty 3711.895134 = -10654228.605682
  nChanged 25
		SP:Iteration 45Q (3602.680000 sec): 3 clusters
  Score: Raw -10657946.204719 + Penalty 3711.895134 = -10654234.309586
  nChanged 24
		SP:Iteration 46Q (3602.860000 sec): 3 clusters
  Score: Raw -10657952.688409 + Penalty 3711.895134 = -10654240.793276
  nChanged 31
		SP:Iteration 47Q (3603.040000 sec): 3 clusters
  Score: Raw -10657961.985317 + Penalty 3711.895134 = -10654250.090184
  nChanged 40
		SP:Iteration 48Q (3603.220000 sec): 3 clusters
  Score: Raw -10657976.276928 + Penalty 3711.895134 = -10654264.381794
  nChanged 46
		SP:Iteration 49Q (3603.390000 sec): 3 clusters
  Score: Raw -10657989.854245 + Penalty 3711.895134 = -10654277.959111
  nChanged 52
		SP:Iteration 50Q (3603.570000 sec): 3 clusters
  Score: Raw -10658006.857481 + Penalty 3711.895134 = -10654294.962348
  nChanged 48
		SP:Iteration 51Q (3603.750000 sec): 3 clusters
  Score: Raw -10658018.415236 + Penalty 3711.895134 = -10654306.520102
  nChanged 40
		SP:Iteration 52Q (3603.920000 sec): 3 clusters
  Score: Raw -10658028.373148 + Penalty 3711.895134 = -10654316.478015
  nChanged 39
		SP:Iteration 53Q (3604.090000 sec): 3 clusters
  Score: Raw -10658037.989121 + Penalty 3711.895134 = -10654326.093987
  nChanged 29
		SP:Iteration 54Q (3604.270000 sec): 3 clusters
  Score: Raw -10658044.799656 + Penalty 3711.895134 = -10654332.904523
  nChanged 32
		SP:Iteration 55Q (3604.440000 sec): 3 clusters
  Score: Raw -10658052.662667 + Penalty 3711.895134 = -10654340.767533
  nChanged 32
		SP:Iteration 56Q (3604.620000 sec): 3 clusters
  Score: Raw -10658060.577121 + Penalty 3711.895134 = -10654348.681987
  nChanged 32
		SP:Iteration 57Q (3604.790000 sec): 3 clusters
  Score: Raw -10658068.457802 + Penalty 3711.895134 = -10654356.562668
  nChanged 39
		SP:Iteration 58Q (3604.970000 sec): 3 clusters
  Score: Raw -10658079.612463 + Penalty 3711.895134 = -10654367.717330
  nChanged 35
		SP:Iteration 59Q (3605.140000 sec): 3 clusters
  Score: Raw -10658087.606515 + Penalty 3711.895134 = -10654375.711381
  nChanged 32
		SP:Iteration 60F (3605.380000 sec): 3 clusters
  Score: Raw -10658097.289995 + Penalty 3711.895134 = -10654385.394862
  nChanged 31
		SP:Iteration 61Q (3605.550000 sec): 3 clusters
  Score: Raw -10658106.109077 + Penalty 3711.895134 = -10654394.213944
  nChanged 30
		SP:Iteration 62Q (3605.730000 sec): 3 clusters
  Score: Raw -10658113.778421 + Penalty 3711.895134 = -10654401.883288
  nChanged 34
		SP:Iteration 63Q (3605.910000 sec): 3 clusters
  Score: Raw -10658121.815592 + Penalty 3711.895134 = -10654409.920458
  nChanged 35
		SP:Iteration 64Q (3606.080000 sec): 3 clusters
  Score: Raw -10658129.131722 + Penalty 3711.895134 = -10654417.236589
  nChanged 22
		SP:Iteration 65Q (3606.260000 sec): 3 clusters
  Score: Raw -10658133.089308 + Penalty 3711.895134 = -10654421.194174
  nChanged 22
		SP:Iteration 66Q (3606.430000 sec): 3 clusters
  Score: Raw -10658137.294974 + Penalty 3711.895134 = -10654425.399841
  nChanged 20
		SP:Iteration 67Q (3606.610000 sec): 3 clusters
  Score: Raw -10658142.298224 + Penalty 3711.895134 = -10654430.403090
  nChanged 19
		SP:Iteration 68Q (3606.780000 sec): 3 clusters
  Score: Raw -10658146.087368 + Penalty 3711.895134 = -10654434.192234
  nChanged 18
		SP:Iteration 69Q (3606.960000 sec): 3 clusters
  Score: Raw -10658148.903202 + Penalty 3711.895134 = -10654437.008068
  nChanged 12
		SP:Iteration 70Q (3607.140000 sec): 3 clusters
  Score: Raw -10658150.679842 + Penalty 3711.895134 = -10654438.784708
  nChanged 10
		SP:Iteration 71Q (3607.310000 sec): 3 clusters
  Score: Raw -10658152.495137 + Penalty 3711.895134 = -10654440.600003
  nChanged 5
		SP:Iteration 72Q (3607.490000 sec): 3 clusters
  Score: Raw -10658153.065474 + Penalty 3711.895134 = -10654441.170340
  nChanged 5
		SP:Iteration 73Q (3607.670000 sec): 3 clusters
  Score: Raw -10658153.637695 + Penalty 3711.895134 = -10654441.742561
  nChanged 6
		SP:Iteration 74Q (3607.840000 sec): 3 clusters
  Score: Raw -10658154.319050 + Penalty 3711.895134 = -10654442.423916
  nChanged 1
		SP:Iteration 75Q (3608.020000 sec): 3 clusters
  Score: Raw -10658154.402532 + Penalty 3711.895134 = -10654442.507398
  nChanged 1
		SP:Iteration 76Q (3608.190000 sec): 3 clusters
  Score: Raw -10658154.503561 + Penalty 3711.895134 = -10654442.608427
  nChanged 1
		SP:Iteration 77Q (3608.360000 sec): 3 clusters
  Score: Raw -10658154.611667 + Penalty 3711.895134 = -10654442.716534
  nChanged 2
		SP:Iteration 78Q (3608.540000 sec): 3 clusters
  Score: Raw -10658154.978962 + Penalty 3711.895134 = -10654443.083828
  nChanged 1
		SP:Iteration 79Q (3608.710000 sec): 3 clusters
  Score: Raw -10658155.064545 + Penalty 3711.895134 = -10654443.169412
  nChanged 0
		SP:Iteration 80F (3608.950000 sec): 3 clusters
  Score: Raw -10658155.064545 + Penalty 3711.895134 = -10654443.169412
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3609.010000 sec): 2 clusters
  Score: Raw -286657.686333 + Penalty 1281.488228 = -285376.198106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3609.010000 sec): 3 clusters
  Score: Raw -285440.129779 + Penalty 2562.976456 = -282877.153323
  nChanged 1001
		SP:Iteration 1F (3609.020000 sec): 3 clusters
  Score: Raw -286146.520544 + Penalty 2562.976456 = -283583.544088
  nChanged 263
		SP:Iteration 2F (3609.030000 sec): 3 clusters
  Score: Raw -286380.534719 + Penalty 2562.976456 = -283817.558263
  nChanged 193
		SP:Iteration 3F (3609.030000 sec): 3 clusters
  Score: Raw -286548.568139 + Penalty 2562.976456 = -283985.591683
  nChanged 169
		SP:Iteration 4F (3609.040000 sec): 3 clusters
  Score: Raw -286703.498912 + Penalty 2562.976456 = -284140.522456
  nChanged 150
		SP:Iteration 5F (3609.050000 sec): 3 clusters
  Score: Raw -286821.469690 + Penalty 2562.976456 = -284258.493234
  nChanged 94
		SP:Iteration 6Q (3609.050000 sec): 3 clusters
  Score: Raw -286890.687497 + Penalty 2562.976456 = -284327.711042
  nChanged 80
		SP:Iteration 7Q (3609.060000 sec): 3 clusters
  Score: Raw -286948.310753 + Penalty 2562.976456 = -284385.334298
  nChanged 54
		SP:Iteration 8Q (3609.060000 sec): 3 clusters
  Score: Raw -286996.751415 + Penalty 2562.976456 = -284433.774960
  nChanged 53
		SP:Iteration 9Q (3609.070000 sec): 3 clusters
  Score: Raw -287046.560524 + Penalty 2562.976456 = -284483.584069
  nChanged 50
		SP:Iteration 10Q (3609.080000 sec): 3 clusters
  Score: Raw -287097.174830 + Penalty 2562.976456 = -284534.198374
  nChanged 53
		SP:Iteration 11Q (3609.080000 sec): 3 clusters
  Score: Raw -287158.733723 + Penalty 2562.976456 = -284595.757268
  nChanged 54
		SP:Iteration 12Q (3609.090000 sec): 3 clusters
  Score: Raw -287256.000769 + Penalty 2562.976456 = -284693.024313
  nChanged 51
		SP:Iteration 13Q (3609.100000 sec): 3 clusters
  Score: Raw -287336.186462 + Penalty 2562.976456 = -284773.210006
  nChanged 42
		SP:Iteration 14Q (3609.100000 sec): 3 clusters
  Score: Raw -287377.603785 + Penalty 2562.976456 = -284814.627329
  nChanged 26
		SP:Iteration 15Q (3609.110000 sec): 3 clusters
  Score: Raw -287397.246869 + Penalty 2562.976456 = -284834.270413
  nChanged 13
		SP:Iteration 16Q (3609.110000 sec): 3 clusters
  Score: Raw -287404.026903 + Penalty 2562.976456 = -284841.050447
  nChanged 8
		SP:Iteration 17Q (3609.120000 sec): 3 clusters
  Score: Raw -287407.223265 + Penalty 2562.976456 = -284844.246809
  nChanged 2
		SP:Iteration 18Q (3609.120000 sec): 3 clusters
  Score: Raw -287408.160607 + Penalty 2562.976456 = -284845.184151
  nChanged 2
		SP:Iteration 19Q (3609.130000 sec): 3 clusters
  Score: Raw -287409.551902 + Penalty 2562.976456 = -284846.575446
  nChanged 1
		SP:Iteration 20F (3609.140000 sec): 3 clusters
  Score: Raw -287410.141716 + Penalty 2562.976456 = -284847.165261
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3609.180000 sec): 2 clusters
  Score: Raw -1345332.600176 + Penalty 1521.455636 = -1343811.144540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3609.200000 sec): 3 clusters
  Score: Raw -1338616.008781 + Penalty 3042.911272 = -1335573.097509
  nChanged 5088
		SP:Iteration 1F (3609.240000 sec): 3 clusters
  Score: Raw -1341302.683428 + Penalty 3042.911272 = -1338259.772156
  nChanged 667
		SP:Iteration 2F (3609.260000 sec): 3 clusters
  Score: Raw -1341573.865316 + Penalty 3042.911272 = -1338530.954043
  nChanged 592
		SP:Iteration 3F (3609.300000 sec): 3 clusters
  Score: Raw -1341816.407803 + Penalty 3042.911272 = -1338773.496531
  nChanged 580
		SP:Iteration 4Q (3609.320000 sec): 3 clusters
  Score: Raw -1342079.638684 + Penalty 3042.911272 = -1339036.727411
  nChanged 620
		SP:Iteration 5F (3609.350000 sec): 3 clusters
  Score: Raw -1342415.172817 + Penalty 3042.911272 = -1339372.261545
  nChanged 658
		SP:Iteration 6F (3609.380000 sec): 3 clusters
  Score: Raw -1342804.433699 + Penalty 3042.911272 = -1339761.522427
  nChanged 690
		SP:Iteration 7F (3609.410000 sec): 3 clusters
  Score: Raw -1343246.433697 + Penalty 3042.911272 = -1340203.522425
  nChanged 700
		SP:Iteration 8F (3609.440000 sec): 3 clusters
  Score: Raw -1343729.490726 + Penalty 3042.911272 = -1340686.579453
  nChanged 614
		SP:Iteration 9F (3609.470000 sec): 3 clusters
  Score: Raw -1344140.499208 + Penalty 3042.911272 = -1341097.587936
  nChanged 490
		SP:Iteration 10Q (3609.500000 sec): 3 clusters
  Score: Raw -1344459.798105 + Penalty 3042.911272 = -1341416.886833
  nChanged 361
		SP:Iteration 11Q (3609.520000 sec): 3 clusters
  Score: Raw -1344671.096911 + Penalty 3042.911272 = -1341628.185639
  nChanged 268
		SP:Iteration 12Q (3609.560000 sec): 3 clusters
  Score: Raw -1344854.985586 + Penalty 3042.911272 = -1341812.074313
  nChanged 226
		SP:Iteration 13Q (3609.580000 sec): 3 clusters
  Score: Raw -1345048.000382 + Penalty 3042.911272 = -1342005.089109
  nChanged 199
		SP:Iteration 14Q (3609.610000 sec): 3 clusters
  Score: Raw -1345294.978835 + Penalty 3042.911272 = -1342252.067562
  nChanged 231
		SP:Iteration 15Q (3609.640000 sec): 3 clusters
  Score: Raw -1345598.076406 + Penalty 3042.911272 = -1342555.165134
  nChanged 245
		SP:Iteration 16Q (3609.660000 sec): 3 clusters
  Score: Raw -1345844.116631 + Penalty 3042.911272 = -1342801.205358
  nChanged 214
		SP:Iteration 17Q (3609.690000 sec): 3 clusters
  Score: Raw -1345985.788939 + Penalty 3042.911272 = -1342942.877666
  nChanged 158
		SP:Iteration 18Q (3609.710000 sec): 3 clusters
  Score: Raw -1346082.035494 + Penalty 3042.911272 = -1343039.124222
  nChanged 130
		SP:Iteration 19Q (3609.730000 sec): 3 clusters
  Score: Raw -1346159.120657 + Penalty 3042.911272 = -1343116.209384
  nChanged 103
		SP:Iteration 20F (3609.760000 sec): 3 clusters
  Score: Raw -1346208.049748 + Penalty 3042.911272 = -1343165.138476
  nChanged 77
		SP:Iteration 21Q (3609.790000 sec): 3 clusters
  Score: Raw -1346244.699338 + Penalty 3042.911272 = -1343201.788066
  nChanged 62
		SP:Iteration 22Q (3609.810000 sec): 3 clusters
  Score: Raw -1346266.289541 + Penalty 3042.911272 = -1343223.378269
  nChanged 49
		SP:Iteration 23Q (3609.840000 sec): 3 clusters
  Score: Raw -1346281.976069 + Penalty 3042.911272 = -1343239.064797
  nChanged 33
		SP:Iteration 24Q (3609.860000 sec): 3 clusters
  Score: Raw -1346291.083581 + Penalty 3042.911272 = -1343248.172309
  nChanged 25
		SP:Iteration 25Q (3609.880000 sec): 3 clusters
  Score: Raw -1346297.004263 + Penalty 3042.911272 = -1343254.092990
  nChanged 17
		SP:Iteration 26Q (3609.900000 sec): 3 clusters
  Score: Raw -1346300.042155 + Penalty 3042.911272 = -1343257.130882
  nChanged 8
		SP:Iteration 27Q (3609.930000 sec): 3 clusters
  Score: Raw -1346301.399992 + Penalty 3042.911272 = -1343258.488720
  nChanged 4
		SP:Iteration 28Q (3609.950000 sec): 3 clusters
  Score: Raw -1346301.978608 + Penalty 3042.911272 = -1343259.067336
  nChanged 1
		SP:Iteration 29Q (3609.970000 sec): 3 clusters
  Score: Raw -1346302.040155 + Penalty 3042.911272 = -1343259.128882
  nChanged 1
		SP:Iteration 30Q (3610.000000 sec): 3 clusters
  Score: Raw -1346302.088500 + Penalty 3042.911272 = -1343259.177228
  nChanged 1
		SP:Iteration 31Q (3610.020000 sec): 3 clusters
  Score: Raw -1346302.130552 + Penalty 3042.911272 = -1343259.219279
  nChanged 0
		SP:Iteration 32F (3610.050000 sec): 3 clusters
  Score: Raw -1346302.130552 + Penalty 3042.911272 = -1343259.219279
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3610.070000 sec): 2 clusters
  Score: Raw -526215.097759 + Penalty 1381.587927 = -524833.509832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3610.080000 sec): 3 clusters
  Score: Raw -523659.078030 + Penalty 2763.175855 = -520895.902175
  nChanged 1962
		SP:Iteration 1F (3610.100000 sec): 3 clusters
  Score: Raw -524849.568774 + Penalty 2763.175855 = -522086.392919
  nChanged 425
		SP:Iteration 2F (3610.110000 sec): 3 clusters
  Score: Raw -525133.398785 + Penalty 2763.175855 = -522370.222930
  nChanged 344
		SP:Iteration 3F (3610.120000 sec): 3 clusters
  Score: Raw -525351.552740 + Penalty 2763.175855 = -522588.376885
  nChanged 270
		SP:Iteration 4F (3610.130000 sec): 3 clusters
  Score: Raw -525554.304799 + Penalty 2763.175855 = -522791.128944
  nChanged 260
		SP:Iteration 5F (3610.140000 sec): 3 clusters
  Score: Raw -525751.691449 + Penalty 2763.175855 = -522988.515594
  nChanged 230
		SP:Iteration 6Q (3610.160000 sec): 3 clusters
  Score: Raw -525932.360345 + Penalty 2763.175855 = -523169.184490
  nChanged 217
		SP:Iteration 7Q (3610.170000 sec): 3 clusters
  Score: Raw -526112.922186 + Penalty 2763.175855 = -523349.746331
  nChanged 207
		SP:Iteration 8Q (3610.180000 sec): 3 clusters
  Score: Raw -526280.038619 + Penalty 2763.175855 = -523516.862765
  nChanged 172
		SP:Iteration 9Q (3610.190000 sec): 3 clusters
  Score: Raw -526406.285119 + Penalty 2763.175855 = -523643.109264
  nChanged 136
		SP:Iteration 10Q (3610.200000 sec): 3 clusters
  Score: Raw -526493.662881 + Penalty 2763.175855 = -523730.487026
  nChanged 108
		SP:Iteration 11Q (3610.220000 sec): 3 clusters
  Score: Raw -526569.119930 + Penalty 2763.175855 = -523805.944075
  nChanged 114
		SP:Iteration 12Q (3610.230000 sec): 3 clusters
  Score: Raw -526650.880883 + Penalty 2763.175855 = -523887.705028
  nChanged 106
		SP:Iteration 13Q (3610.240000 sec): 3 clusters
  Score: Raw -526718.578390 + Penalty 2763.175855 = -523955.402535
  nChanged 87
		SP:Iteration 14Q (3610.250000 sec): 3 clusters
  Score: Raw -526766.746716 + Penalty 2763.175855 = -524003.570861
  nChanged 67
		SP:Iteration 15Q (3610.260000 sec): 3 clusters
  Score: Raw -526801.141972 + Penalty 2763.175855 = -524037.966117
  nChanged 57
		SP:Iteration 16Q (3610.280000 sec): 3 clusters
  Score: Raw -526831.001475 + Penalty 2763.175855 = -524067.825620
  nChanged 52
		SP:Iteration 17Q (3610.290000 sec): 3 clusters
  Score: Raw -526856.693133 + Penalty 2763.175855 = -524093.517278
  nChanged 39
		SP:Iteration 18Q (3610.300000 sec): 3 clusters
  Score: Raw -526871.402834 + Penalty 2763.175855 = -524108.226979
  nChanged 34
		SP:Iteration 19Q (3610.310000 sec): 3 clusters
  Score: Raw -526880.478470 + Penalty 2763.175855 = -524117.302615
  nChanged 26
		SP:Iteration 20F (3610.320000 sec): 3 clusters
  Score: Raw -526887.640095 + Penalty 2763.175855 = -524124.464240
  nChanged 30
		SP:Iteration 21Q (3610.340000 sec): 3 clusters
  Score: Raw -526896.531968 + Penalty 2763.175855 = -524133.356113
  nChanged 23
		SP:Iteration 22Q (3610.350000 sec): 3 clusters
  Score: Raw -526902.239958 + Penalty 2763.175855 = -524139.064103
  nChanged 17
		SP:Iteration 23Q (3610.360000 sec): 3 clusters
  Score: Raw -526907.694726 + Penalty 2763.175855 = -524144.518871
  nChanged 16
		SP:Iteration 24Q (3610.370000 sec): 3 clusters
  Score: Raw -526911.594726 + Penalty 2763.175855 = -524148.418871
  nChanged 15
		SP:Iteration 25Q (3610.380000 sec): 3 clusters
  Score: Raw -526916.212037 + Penalty 2763.175855 = -524153.036182
  nChanged 14
		SP:Iteration 26Q (3610.400000 sec): 3 clusters
  Score: Raw -526920.882248 + Penalty 2763.175855 = -524157.706393
  nChanged 16
		SP:Iteration 27Q (3610.410000 sec): 3 clusters
  Score: Raw -526924.331443 + Penalty 2763.175855 = -524161.155588
  nChanged 13
		SP:Iteration 28Q (3610.420000 sec): 3 clusters
  Score: Raw -526926.694099 + Penalty 2763.175855 = -524163.518244
  nChanged 7
		SP:Iteration 29Q (3610.430000 sec): 3 clusters
  Score: Raw -526928.745327 + Penalty 2763.175855 = -524165.569472
  nChanged 8
		SP:Iteration 30Q (3610.440000 sec): 3 clusters
  Score: Raw -526930.255687 + Penalty 2763.175855 = -524167.079832
  nChanged 4
		SP:Iteration 31Q (3610.450000 sec): 3 clusters
  Score: Raw -526930.803523 + Penalty 2763.175855 = -524167.627668
  nChanged 3
		SP:Iteration 32Q (3610.460000 sec): 3 clusters
  Score: Raw -526931.609540 + Penalty 2763.175855 = -524168.433685
  nChanged 1
		SP:Iteration 33Q (3610.480000 sec): 3 clusters
  Score: Raw -526931.781630 + Penalty 2763.175855 = -524168.605776
  nChanged 2
		SP:Iteration 34Q (3610.490000 sec): 3 clusters
  Score: Raw -526932.183657 + Penalty 2763.175855 = -524169.007802
  nChanged 3
		SP:Iteration 35Q (3610.500000 sec): 3 clusters
  Score: Raw -526932.854286 + Penalty 2763.175855 = -524169.678431
  nChanged 2
		SP:Iteration 36Q (3610.520000 sec): 3 clusters
  Score: Raw -526933.403271 + Penalty 2763.175855 = -524170.227417
  nChanged 2
		SP:Iteration 37Q (3610.530000 sec): 3 clusters
  Score: Raw -526933.764471 + Penalty 2763.175855 = -524170.588616
  nChanged 3
		SP:Iteration 38Q (3610.540000 sec): 3 clusters
  Score: Raw -526934.642678 + Penalty 2763.175855 = -524171.466824
  nChanged 2
		SP:Iteration 39Q (3610.550000 sec): 3 clusters
  Score: Raw -526935.080110 + Penalty 2763.175855 = -524171.904256
  nChanged 6
		SP:Iteration 40F (3610.560000 sec): 3 clusters
  Score: Raw -526936.443541 + Penalty 2763.175855 = -524173.267687
  nChanged 8
		SP:Iteration 41Q (3610.580000 sec): 3 clusters
  Score: Raw -526938.302322 + Penalty 2763.175855 = -524175.126467
  nChanged 2
		SP:Iteration 42Q (3610.590000 sec): 3 clusters
  Score: Raw -526938.509824 + Penalty 2763.175855 = -524175.333969
  nChanged 0
		SP:Iteration 43F (3610.600000 sec): 3 clusters
  Score: Raw -526938.509824 + Penalty 2763.175855 = -524175.333969
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3610.650000 sec): 2 clusters
  Score: Raw -2040456.373676 + Penalty 1591.897453 = -2038864.476223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3610.700000 sec): 3 clusters
  Score: Raw -2029729.306106 + Penalty 3183.794907 = -2026545.511199
  nChanged 8022
		SP:Iteration 1F (3610.750000 sec): 3 clusters
  Score: Raw -2034244.707175 + Penalty 3183.794907 = -2031060.912268
  nChanged 1149
		SP:Iteration 2F (3610.800000 sec): 3 clusters
  Score: Raw -2034916.721337 + Penalty 3183.794907 = -2031732.926430
  nChanged 1280
		SP:Iteration 3F (3610.840000 sec): 3 clusters
  Score: Raw -2035847.116229 + Penalty 3183.794907 = -2032663.321322
  nChanged 1369
		SP:Iteration 4F (3610.890000 sec): 3 clusters
  Score: Raw -2036793.330306 + Penalty 3183.794907 = -2033609.535399
  nChanged 1283
		SP:Iteration 5F (3610.930000 sec): 3 clusters
  Score: Raw -2037655.380586 + Penalty 3183.794907 = -2034471.585679
  nChanged 1160
		SP:Iteration 6F (3610.980000 sec): 3 clusters
  Score: Raw -2038466.838333 + Penalty 3183.794907 = -2035283.043426
  nChanged 1028
		SP:Iteration 7F (3611.030000 sec): 3 clusters
  Score: Raw -2039135.538034 + Penalty 3183.794907 = -2035951.743127
  nChanged 830
		SP:Iteration 8Q (3611.080000 sec): 3 clusters
  Score: Raw -2039637.543793 + Penalty 3183.794907 = -2036453.748886
  nChanged 709
		SP:Iteration 9Q (3611.120000 sec): 3 clusters
  Score: Raw -2040044.672579 + Penalty 3183.794907 = -2036860.877672
  nChanged 560
		SP:Iteration 10Q (3611.170000 sec): 3 clusters
  Score: Raw -2040357.435501 + Penalty 3183.794907 = -2037173.640594
  nChanged 471
		SP:Iteration 11Q (3611.220000 sec): 3 clusters
  Score: Raw -2040622.522699 + Penalty 3183.794907 = -2037438.727792
  nChanged 371
		SP:Iteration 12Q (3611.260000 sec): 3 clusters
  Score: Raw -2040831.674227 + Penalty 3183.794907 = -2037647.879320
  nChanged 311
		SP:Iteration 13Q (3611.310000 sec): 3 clusters
  Score: Raw -2041016.344172 + Penalty 3183.794907 = -2037832.549265
  nChanged 254
		SP:Iteration 14Q (3611.360000 sec): 3 clusters
  Score: Raw -2041161.998283 + Penalty 3183.794907 = -2037978.203376
  nChanged 214
		SP:Iteration 15Q (3611.400000 sec): 3 clusters
  Score: Raw -2041275.377339 + Penalty 3183.794907 = -2038091.582432
  nChanged 173
		SP:Iteration 16Q (3611.450000 sec): 3 clusters
  Score: Raw -2041358.523975 + Penalty 3183.794907 = -2038174.729068
  nChanged 126
		SP:Iteration 17Q (3611.500000 sec): 3 clusters
  Score: Raw -2041414.365202 + Penalty 3183.794907 = -2038230.570295
  nChanged 102
		SP:Iteration 18Q (3611.550000 sec): 3 clusters
  Score: Raw -2041453.895384 + Penalty 3183.794907 = -2038270.100478
  nChanged 93
		SP:Iteration 19Q (3611.590000 sec): 3 clusters
  Score: Raw -2041483.706783 + Penalty 3183.794907 = -2038299.911876
  nChanged 63
		SP:Iteration 20F (3611.640000 sec): 3 clusters
  Score: Raw -2041499.622202 + Penalty 3183.794907 = -2038315.827295
  nChanged 39
		SP:Iteration 21Q (3611.680000 sec): 3 clusters
  Score: Raw -2041509.690901 + Penalty 3183.794907 = -2038325.895994
  nChanged 36
		SP:Iteration 22Q (3611.730000 sec): 3 clusters
  Score: Raw -2041517.307655 + Penalty 3183.794907 = -2038333.512748
  nChanged 26
		SP:Iteration 23Q (3611.770000 sec): 3 clusters
  Score: Raw -2041523.182745 + Penalty 3183.794907 = -2038339.387838
  nChanged 23
		SP:Iteration 24Q (3611.820000 sec): 3 clusters
  Score: Raw -2041528.246629 + Penalty 3183.794907 = -2038344.451722
  nChanged 23
		SP:Iteration 25Q (3611.860000 sec): 3 clusters
  Score: Raw -2041531.991996 + Penalty 3183.794907 = -2038348.197089
  nChanged 14
		SP:Iteration 26Q (3611.910000 sec): 3 clusters
  Score: Raw -2041534.681402 + Penalty 3183.794907 = -2038350.886495
  nChanged 10
		SP:Iteration 27Q (3611.950000 sec): 3 clusters
  Score: Raw -2041536.962224 + Penalty 3183.794907 = -2038353.167317
  nChanged 13
		SP:Iteration 28Q (3611.990000 sec): 3 clusters
  Score: Raw -2041538.908290 + Penalty 3183.794907 = -2038355.113383
  nChanged 6
		SP:Iteration 29Q (3612.040000 sec): 3 clusters
  Score: Raw -2041539.571930 + Penalty 3183.794907 = -2038355.777024
  nChanged 5
		SP:Iteration 30Q (3612.080000 sec): 3 clusters
  Score: Raw -2041540.258964 + Penalty 3183.794907 = -2038356.464058
  nChanged 4
		SP:Iteration 31Q (3612.120000 sec): 3 clusters
  Score: Raw -2041540.675216 + Penalty 3183.794907 = -2038356.880309
  nChanged 5
		SP:Iteration 32Q (3612.170000 sec): 3 clusters
  Score: Raw -2041541.373230 + Penalty 3183.794907 = -2038357.578323
  nChanged 9
		SP:Iteration 33Q (3612.210000 sec): 3 clusters
  Score: Raw -2041543.727644 + Penalty 3183.794907 = -2038359.932738
  nChanged 10
		SP:Iteration 34Q (3612.260000 sec): 3 clusters
  Score: Raw -2041545.972427 + Penalty 3183.794907 = -2038362.177520
  nChanged 15
		SP:Iteration 35Q (3612.300000 sec): 3 clusters
  Score: Raw -2041549.550931 + Penalty 3183.794907 = -2038365.756024
  nChanged 12
		SP:Iteration 36Q (3612.340000 sec): 3 clusters
  Score: Raw -2041552.030434 + Penalty 3183.794907 = -2038368.235527
  nChanged 13
		SP:Iteration 37Q (3612.390000 sec): 3 clusters
  Score: Raw -2041554.523232 + Penalty 3183.794907 = -2038370.728325
  nChanged 14
		SP:Iteration 38Q (3612.430000 sec): 3 clusters
  Score: Raw -2041557.565669 + Penalty 3183.794907 = -2038373.770763
  nChanged 19
		SP:Iteration 39Q (3612.480000 sec): 3 clusters
  Score: Raw -2041560.638961 + Penalty 3183.794907 = -2038376.844054
  nChanged 8
		SP:Iteration 40F (3612.520000 sec): 3 clusters
  Score: Raw -2041562.126695 + Penalty 3183.794907 = -2038378.331788
  nChanged 7
		SP:Iteration 41Q (3612.570000 sec): 3 clusters
  Score: Raw -2041563.657580 + Penalty 3183.794907 = -2038379.862673
  nChanged 5
		SP:Iteration 42Q (3612.610000 sec): 3 clusters
  Score: Raw -2041564.700269 + Penalty 3183.794907 = -2038380.905362
  nChanged 9
		SP:Iteration 43Q (3612.660000 sec): 3 clusters
  Score: Raw -2041566.399221 + Penalty 3183.794907 = -2038382.604314
  nChanged 6
		SP:Iteration 44Q (3612.700000 sec): 3 clusters
  Score: Raw -2041567.454310 + Penalty 3183.794907 = -2038383.659403
  nChanged 2
		SP:Iteration 45Q (3612.740000 sec): 3 clusters
  Score: Raw -2041567.933842 + Penalty 3183.794907 = -2038384.138935
  nChanged 3
		SP:Iteration 46Q (3612.790000 sec): 3 clusters
  Score: Raw -2041568.638689 + Penalty 3183.794907 = -2038384.843782
  nChanged 5
		SP:Iteration 47Q (3612.830000 sec): 3 clusters
  Score: Raw -2041569.414965 + Penalty 3183.794907 = -2038385.620058
  nChanged 3
		SP:Iteration 48Q (3612.880000 sec): 3 clusters
  Score: Raw -2041570.044500 + Penalty 3183.794907 = -2038386.249593
  nChanged 3
		SP:Iteration 49Q (3612.920000 sec): 3 clusters
  Score: Raw -2041570.406365 + Penalty 3183.794907 = -2038386.611458
  nChanged 0
		SP:Iteration 50F (3612.970000 sec): 3 clusters
  Score: Raw -2041570.406365 + Penalty 3183.794907 = -2038386.611458
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3613.060000 sec): 2 clusters
  Score: Raw -3955408.226021 + Penalty 1693.731916 = -3953714.494105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3613.160000 sec): 3 clusters
  Score: Raw -3934465.898152 + Penalty 3387.463832 = -3931078.434320
  nChanged 15592
		SP:Iteration 1F (3613.250000 sec): 3 clusters
  Score: Raw -3943073.649046 + Penalty 3387.463832 = -3939686.185215
  nChanged 1350
		SP:Iteration 2Q (3613.340000 sec): 3 clusters
  Score: Raw -3943519.025060 + Penalty 3387.463832 = -3940131.561228
  nChanged 1468
		SP:Iteration 3Q (3613.430000 sec): 3 clusters
  Score: Raw -3944123.714338 + Penalty 3387.463832 = -3940736.250506
  nChanged 1645
		SP:Iteration 4Q (3613.520000 sec): 3 clusters
  Score: Raw -3944915.342939 + Penalty 3387.463832 = -3941527.879107
  nChanged 1880
		SP:Iteration 5F (3613.600000 sec): 3 clusters
  Score: Raw -3946031.508228 + Penalty 3387.463832 = -3942644.044397
  nChanged 2156
		SP:Iteration 6F (3613.690000 sec): 3 clusters
  Score: Raw -3947486.030771 + Penalty 3387.463832 = -3944098.566940
  nChanged 2229
		SP:Iteration 7F (3613.780000 sec): 3 clusters
  Score: Raw -3949147.883952 + Penalty 3387.463832 = -3945760.420120
  nChanged 2087
		SP:Iteration 8F (3613.870000 sec): 3 clusters
  Score: Raw -3950807.997033 + Penalty 3387.463832 = -3947420.533201
  nChanged 1794
		SP:Iteration 9F (3613.960000 sec): 3 clusters
  Score: Raw -3952321.771903 + Penalty 3387.463832 = -3948934.308072
  nChanged 1372
		SP:Iteration 10Q (3614.040000 sec): 3 clusters
  Score: Raw -3953506.105705 + Penalty 3387.463832 = -3950118.641873
  nChanged 993
		SP:Iteration 11Q (3614.120000 sec): 3 clusters
  Score: Raw -3954295.519547 + Penalty 3387.463832 = -3950908.055716
  nChanged 686
		SP:Iteration 12Q (3614.200000 sec): 3 clusters
  Score: Raw -3954826.615679 + Penalty 3387.463832 = -3951439.151847
  nChanged 481
		SP:Iteration 13Q (3614.280000 sec): 3 clusters
  Score: Raw -3955190.906130 + Penalty 3387.463832 = -3951803.442298
  nChanged 330
		SP:Iteration 14Q (3614.340000 sec): 3 clusters
  Score: Raw -3955411.148047 + Penalty 3387.463832 = -3952023.684216
  nChanged 261
		SP:Iteration 15Q (3614.420000 sec): 3 clusters
  Score: Raw -3955562.950672 + Penalty 3387.463832 = -3952175.486841
  nChanged 194
		SP:Iteration 16Q (3614.480000 sec): 3 clusters
  Score: Raw -3955663.839060 + Penalty 3387.463832 = -3952276.375229
  nChanged 178
		SP:Iteration 17Q (3614.550000 sec): 3 clusters
  Score: Raw -3955756.694897 + Penalty 3387.463832 = -3952369.231065
  nChanged 135
		SP:Iteration 18Q (3614.620000 sec): 3 clusters
  Score: Raw -3955821.667917 + Penalty 3387.463832 = -3952434.204086
  nChanged 88
		SP:Iteration 19Q (3614.680000 sec): 3 clusters
  Score: Raw -3955864.145433 + Penalty 3387.463832 = -3952476.681602
  nChanged 69
		SP:Iteration 20F (3614.770000 sec): 3 clusters
  Score: Raw -3955888.568475 + Penalty 3387.463832 = -3952501.104644
  nChanged 56
		SP:Iteration 21Q (3614.840000 sec): 3 clusters
  Score: Raw -3955908.528346 + Penalty 3387.463832 = -3952521.064515
  nChanged 53
		SP:Iteration 22Q (3614.900000 sec): 3 clusters
  Score: Raw -3955928.033906 + Penalty 3387.463832 = -3952540.570075
  nChanged 42
		SP:Iteration 23Q (3614.960000 sec): 3 clusters
  Score: Raw -3955941.063051 + Penalty 3387.463832 = -3952553.599220
  nChanged 35
		SP:Iteration 24Q (3615.030000 sec): 3 clusters
  Score: Raw -3955952.973795 + Penalty 3387.463832 = -3952565.509964
  nChanged 30
		SP:Iteration 25Q (3615.100000 sec): 3 clusters
  Score: Raw -3955960.866390 + Penalty 3387.463832 = -3952573.402559
  nChanged 21
		SP:Iteration 26Q (3615.160000 sec): 3 clusters
  Score: Raw -3955965.819028 + Penalty 3387.463832 = -3952578.355197
  nChanged 22
		SP:Iteration 27Q (3615.230000 sec): 3 clusters
  Score: Raw -3955971.975706 + Penalty 3387.463832 = -3952584.511874
  nChanged 21
		SP:Iteration 28Q (3615.290000 sec): 3 clusters
  Score: Raw -3955977.972540 + Penalty 3387.463832 = -3952590.508708
  nChanged 21
		SP:Iteration 29Q (3615.360000 sec): 3 clusters
  Score: Raw -3955983.193380 + Penalty 3387.463832 = -3952595.729549
  nChanged 16
		SP:Iteration 30Q (3615.420000 sec): 3 clusters
  Score: Raw -3955987.861640 + Penalty 3387.463832 = -3952600.397809
  nChanged 12
		SP:Iteration 31Q (3615.490000 sec): 3 clusters
  Score: Raw -3955990.426433 + Penalty 3387.463832 = -3952602.962601
  nChanged 7
		SP:Iteration 32Q (3615.550000 sec): 3 clusters
  Score: Raw -3955992.430926 + Penalty 3387.463832 = -3952604.967095
  nChanged 7
		SP:Iteration 33Q (3615.620000 sec): 3 clusters
  Score: Raw -3955993.853675 + Penalty 3387.463832 = -3952606.389843
  nChanged 3
		SP:Iteration 34Q (3615.680000 sec): 3 clusters
  Score: Raw -3955994.529973 + Penalty 3387.463832 = -3952607.066141
  nChanged 4
		SP:Iteration 35Q (3615.750000 sec): 3 clusters
  Score: Raw -3955995.558019 + Penalty 3387.463832 = -3952608.094188
  nChanged 5
		SP:Iteration 36Q (3615.810000 sec): 3 clusters
  Score: Raw -3955996.732948 + Penalty 3387.463832 = -3952609.269116
  nChanged 6
		SP:Iteration 37Q (3615.880000 sec): 3 clusters
  Score: Raw -3955999.374207 + Penalty 3387.463832 = -3952611.910375
  nChanged 10
		SP:Iteration 38Q (3615.940000 sec): 3 clusters
  Score: Raw -3956002.083459 + Penalty 3387.463832 = -3952614.619628
  nChanged 11
		SP:Iteration 39Q (3616.010000 sec): 3 clusters
  Score: Raw -3956004.275294 + Penalty 3387.463832 = -3952616.811462
  nChanged 4
		SP:Iteration 40F (3616.090000 sec): 3 clusters
  Score: Raw -3956004.943675 + Penalty 3387.463832 = -3952617.479844
  nChanged 4
		SP:Iteration 41Q (3616.160000 sec): 3 clusters
  Score: Raw -3956005.497857 + Penalty 3387.463832 = -3952618.034025
  nChanged 4
		SP:Iteration 42Q (3616.220000 sec): 3 clusters
  Score: Raw -3956006.000587 + Penalty 3387.463832 = -3952618.536756
  nChanged 1
		SP:Iteration 43Q (3616.280000 sec): 3 clusters
  Score: Raw -3956006.293243 + Penalty 3387.463832 = -3952618.829411
  nChanged 0
		SP:Iteration 44F (3616.370000 sec): 3 clusters
  Score: Raw -3956006.293243 + Penalty 3387.463832 = -3952618.829411
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3616.400000 sec): 2 clusters
  Score: Raw -668790.186971 + Penalty 1414.992840 = -667375.194131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3616.420000 sec): 3 clusters
  Score: Raw -665615.817975 + Penalty 2829.985681 = -662785.832294
  nChanged 2396
		SP:Iteration 1F (3616.430000 sec): 3 clusters
  Score: Raw -667017.169155 + Penalty 2829.985681 = -664187.183474
  nChanged 505
		SP:Iteration 2F (3616.450000 sec): 3 clusters
  Score: Raw -667394.392211 + Penalty 2829.985681 = -664564.406530
  nChanged 476
		SP:Iteration 3F (3616.460000 sec): 3 clusters
  Score: Raw -667761.105800 + Penalty 2829.985681 = -664931.120120
  nChanged 429
		SP:Iteration 4F (3616.480000 sec): 3 clusters
  Score: Raw -668094.383675 + Penalty 2829.985681 = -665264.397994
  nChanged 376
		SP:Iteration 5F (3616.490000 sec): 3 clusters
  Score: Raw -668386.570617 + Penalty 2829.985681 = -665556.584936
  nChanged 324
		SP:Iteration 6F (3616.510000 sec): 3 clusters
  Score: Raw -668650.540064 + Penalty 2829.985681 = -665820.554383
  nChanged 277
		SP:Iteration 7Q (3616.520000 sec): 3 clusters
  Score: Raw -668845.056990 + Penalty 2829.985681 = -666015.071309
  nChanged 223
		SP:Iteration 8Q (3616.540000 sec): 3 clusters
  Score: Raw -668976.132834 + Penalty 2829.985681 = -666146.147154
  nChanged 155
		SP:Iteration 9Q (3616.550000 sec): 3 clusters
  Score: Raw -669044.441554 + Penalty 2829.985681 = -666214.455873
  nChanged 118
		SP:Iteration 10Q (3616.570000 sec): 3 clusters
  Score: Raw -669087.262515 + Penalty 2829.985681 = -666257.276835
  nChanged 79
		SP:Iteration 11Q (3616.580000 sec): 3 clusters
  Score: Raw -669120.528325 + Penalty 2829.985681 = -666290.542644
  nChanged 76
		SP:Iteration 12Q (3616.600000 sec): 3 clusters
  Score: Raw -669147.343248 + Penalty 2829.985681 = -666317.357568
  nChanged 61
		SP:Iteration 13Q (3616.610000 sec): 3 clusters
  Score: Raw -669166.381187 + Penalty 2829.985681 = -666336.395507
  nChanged 52
		SP:Iteration 14Q (3616.630000 sec): 3 clusters
  Score: Raw -669179.995402 + Penalty 2829.985681 = -666350.009721
  nChanged 39
		SP:Iteration 15Q (3616.640000 sec): 3 clusters
  Score: Raw -669190.105629 + Penalty 2829.985681 = -666360.119948
  nChanged 42
		SP:Iteration 16Q (3616.660000 sec): 3 clusters
  Score: Raw -669200.433195 + Penalty 2829.985681 = -666370.447515
  nChanged 28
		SP:Iteration 17Q (3616.670000 sec): 3 clusters
  Score: Raw -669205.917445 + Penalty 2829.985681 = -666375.931764
  nChanged 21
		SP:Iteration 18Q (3616.690000 sec): 3 clusters
  Score: Raw -669209.716067 + Penalty 2829.985681 = -666379.730387
  nChanged 17
		SP:Iteration 19Q (3616.700000 sec): 3 clusters
  Score: Raw -669213.070839 + Penalty 2829.985681 = -666383.085158
  nChanged 27
		SP:Iteration 20F (3616.720000 sec): 3 clusters
  Score: Raw -669217.489926 + Penalty 2829.985681 = -666387.504245
  nChanged 19
		SP:Iteration 21Q (3616.730000 sec): 3 clusters
  Score: Raw -669221.579239 + Penalty 2829.985681 = -666391.593558
  nChanged 19
		SP:Iteration 22Q (3616.750000 sec): 3 clusters
  Score: Raw -669225.149329 + Penalty 2829.985681 = -666395.163648
  nChanged 18
		SP:Iteration 23Q (3616.760000 sec): 3 clusters
  Score: Raw -669228.044302 + Penalty 2829.985681 = -666398.058621
  nChanged 15
		SP:Iteration 24Q (3616.780000 sec): 3 clusters
  Score: Raw -669230.720827 + Penalty 2829.985681 = -666400.735147
  nChanged 11
		SP:Iteration 25Q (3616.790000 sec): 3 clusters
  Score: Raw -669232.584701 + Penalty 2829.985681 = -666402.599020
  nChanged 6
		SP:Iteration 26Q (3616.800000 sec): 3 clusters
  Score: Raw -669233.366984 + Penalty 2829.985681 = -666403.381303
  nChanged 5
		SP:Iteration 27Q (3616.820000 sec): 3 clusters
  Score: Raw -669234.180736 + Penalty 2829.985681 = -666404.195056
  nChanged 4
		SP:Iteration 28Q (3616.830000 sec): 3 clusters
  Score: Raw -669234.619933 + Penalty 2829.985681 = -666404.634253
  nChanged 3
		SP:Iteration 29Q (3616.850000 sec): 3 clusters
  Score: Raw -669234.965334 + Penalty 2829.985681 = -666404.979653
  nChanged 3
		SP:Iteration 30Q (3616.860000 sec): 3 clusters
  Score: Raw -669235.207094 + Penalty 2829.985681 = -666405.221413
  nChanged 1
		SP:Iteration 31Q (3616.880000 sec): 3 clusters
  Score: Raw -669235.296768 + Penalty 2829.985681 = -666405.311087
  nChanged 1
		SP:Iteration 32Q (3616.890000 sec): 3 clusters
  Score: Raw -669235.356936 + Penalty 2829.985681 = -666405.371255
  nChanged 2
		SP:Iteration 33Q (3616.910000 sec): 3 clusters
  Score: Raw -669235.615147 + Penalty 2829.985681 = -666405.629466
  nChanged 2
		SP:Iteration 34Q (3616.920000 sec): 3 clusters
  Score: Raw -669235.868425 + Penalty 2829.985681 = -666405.882745
  nChanged 1
		SP:Iteration 35Q (3616.940000 sec): 3 clusters
  Score: Raw -669235.952040 + Penalty 2829.985681 = -666405.966360
  nChanged 1
		SP:Iteration 36Q (3616.950000 sec): 3 clusters
  Score: Raw -669236.038127 + Penalty 2829.985681 = -666406.052447
  nChanged 1
		SP:Iteration 37Q (3616.960000 sec): 3 clusters
  Score: Raw -669236.190268 + Penalty 2829.985681 = -666406.204588
  nChanged 2
		SP:Iteration 38Q (3616.980000 sec): 3 clusters
  Score: Raw -669236.387882 + Penalty 2829.985681 = -666406.402202
  nChanged 2
		SP:Iteration 39Q (3617.000000 sec): 3 clusters
  Score: Raw -669236.780018 + Penalty 2829.985681 = -666406.794337
  nChanged 2
		SP:Iteration 40F (3617.010000 sec): 3 clusters
  Score: Raw -669237.181310 + Penalty 2829.985681 = -666407.195630
  nChanged 3
		SP:Iteration 41Q (3617.020000 sec): 3 clusters
  Score: Raw -669237.531562 + Penalty 2829.985681 = -666407.545881
  nChanged 2
		SP:Iteration 42Q (3617.040000 sec): 3 clusters
  Score: Raw -669237.690206 + Penalty 2829.985681 = -666407.704525
  nChanged 1
		SP:Iteration 43Q (3617.050000 sec): 3 clusters
  Score: Raw -669237.746712 + Penalty 2829.985681 = -666407.761031
  nChanged 0
		SP:Iteration 44F (3617.070000 sec): 3 clusters
  Score: Raw -669237.746712 + Penalty 2829.985681 = -666407.761031
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3617.080000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3617.080000 sec): 3 clusters
  Score: Raw -102336.386520 + Penalty 2207.511939 = -100128.874581
  nChanged 261
		SP:Iteration 1F (3617.080000 sec): 3 clusters
  Score: Raw -102562.551273 + Penalty 2207.511939 = -100355.039334
  nChanged 49
		SP:Iteration 2F (3617.080000 sec): 3 clusters
  Score: Raw -102639.773225 + Penalty 2207.511939 = -100432.261286
  nChanged 43
		SP:Iteration 3Q (3617.090000 sec): 3 clusters
  Score: Raw -102698.531055 + Penalty 2207.511939 = -100491.019116
  nChanged 34
		SP:Iteration 4Q (3617.090000 sec): 3 clusters
  Score: Raw -102738.064266 + Penalty 2207.511939 = -100530.552327
  nChanged 29
		SP:Iteration 5Q (3617.090000 sec): 3 clusters
  Score: Raw -102775.369693 + Penalty 2207.511939 = -100567.857754
  nChanged 25
		SP:Iteration 6Q (3617.090000 sec): 3 clusters
  Score: Raw -102810.504209 + Penalty 2207.511939 = -100602.992270
  nChanged 20
		SP:Iteration 7Q (3617.100000 sec): 3 clusters
  Score: Raw -102839.066383 + Penalty 2207.511939 = -100631.554444
  nChanged 23
		SP:Iteration 8Q (3617.100000 sec): 3 clusters
  Score: Raw -102873.579676 + Penalty 2207.511939 = -100666.067737
  nChanged 20
		SP:Iteration 9Q (3617.100000 sec): 3 clusters
  Score: Raw -102904.978017 + Penalty 2207.511939 = -100697.466078
  nChanged 15
		SP:Iteration 10Q (3617.100000 sec): 3 clusters
  Score: Raw -102918.895269 + Penalty 2207.511939 = -100711.383330
  nChanged 11
		SP:Iteration 11Q (3617.100000 sec): 3 clusters
  Score: Raw -102933.899218 + Penalty 2207.511939 = -100726.387279
  nChanged 7
		SP:Iteration 12Q (3617.100000 sec): 3 clusters
  Score: Raw -102939.720575 + Penalty 2207.511939 = -100732.208636
  nChanged 3
		SP:Iteration 13Q (3617.110000 sec): 3 clusters
  Score: Raw -102943.748395 + Penalty 2207.511939 = -100736.236456
  nChanged 5
		SP:Iteration 14Q (3617.110000 sec): 3 clusters
  Score: Raw -102948.126314 + Penalty 2207.511939 = -100740.614375
  nChanged 2
		SP:Iteration 15Q (3617.110000 sec): 3 clusters
  Score: Raw -102951.778846 + Penalty 2207.511939 = -100744.266907
  nChanged 3
		SP:Iteration 16Q (3617.120000 sec): 3 clusters
  Score: Raw -102954.588599 + Penalty 2207.511939 = -100747.076660
  nChanged 7
		SP:Iteration 17Q (3617.120000 sec): 3 clusters
  Score: Raw -102961.886743 + Penalty 2207.511939 = -100754.374804
  nChanged 7
		SP:Iteration 18Q (3617.120000 sec): 3 clusters
  Score: Raw -102969.163823 + Penalty 2207.511939 = -100761.651885
  nChanged 4
		SP:Iteration 19Q (3617.120000 sec): 3 clusters
  Score: Raw -102973.639236 + Penalty 2207.511939 = -100766.127297
  nChanged 3
		SP:Iteration 20F (3617.120000 sec): 3 clusters
  Score: Raw -102976.584995 + Penalty 2207.511939 = -100769.073056
  nChanged 2
		SP:Iteration 21Q (3617.120000 sec): 3 clusters
  Score: Raw -102977.914805 + Penalty 2207.511939 = -100770.402866
  nChanged 1
		SP:Iteration 22Q (3617.130000 sec): 3 clusters
  Score: Raw -102978.333651 + Penalty 2207.511939 = -100770.821712
  nChanged 1
		SP:Iteration 23Q (3617.130000 sec): 3 clusters
  Score: Raw -102979.180247 + Penalty 2207.511939 = -100771.668308
  nChanged 1
		SP:Iteration 24Q (3617.130000 sec): 3 clusters
  Score: Raw -102979.760212 + Penalty 2207.511939 = -100772.248273
  nChanged 0
		SP:Iteration 25F (3617.130000 sec): 3 clusters
  Score: Raw -102979.760212 + Penalty 2207.511939 = -100772.248273
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3617.200000 sec): 2 clusters
  Score: Raw -2197614.721803 + Penalty 1604.065280 = -2196010.656523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3617.250000 sec): 3 clusters
  Score: Raw -2186041.951139 + Penalty 3208.130559 = -2182833.820580
  nChanged 8703
		SP:Iteration 1F (3617.300000 sec): 3 clusters
  Score: Raw -2191006.532368 + Penalty 3208.130559 = -2187798.401809
  nChanged 1022
		SP:Iteration 2F (3617.350000 sec): 3 clusters
  Score: Raw -2191401.387028 + Penalty 3208.130559 = -2188193.256468
  nChanged 945
		SP:Iteration 3Q (3617.400000 sec): 3 clusters
  Score: Raw -2191799.582829 + Penalty 3208.130559 = -2188591.452270
  nChanged 885
		SP:Iteration 4Q (3617.460000 sec): 3 clusters
  Score: Raw -2192219.105186 + Penalty 3208.130559 = -2189010.974627
  nChanged 858
		SP:Iteration 5Q (3617.500000 sec): 3 clusters
  Score: Raw -2192700.425055 + Penalty 3208.130559 = -2189492.294496
  nChanged 845
		SP:Iteration 6Q (3617.560000 sec): 3 clusters
  Score: Raw -2193266.199960 + Penalty 3208.130559 = -2190058.069401
  nChanged 907
		SP:Iteration 7Q (3617.600000 sec): 3 clusters
  Score: Raw -2193844.729719 + Penalty 3208.130559 = -2190636.599160
  nChanged 852
		SP:Iteration 8Q (3617.660000 sec): 3 clusters
  Score: Raw -2194355.985738 + Penalty 3208.130559 = -2191147.855179
  nChanged 766
		SP:Iteration 9Q (3617.700000 sec): 3 clusters
  Score: Raw -2194737.040203 + Penalty 3208.130559 = -2191528.909644
  nChanged 648
		SP:Iteration 10Q (3617.750000 sec): 3 clusters
  Score: Raw -2195048.257531 + Penalty 3208.130559 = -2191840.126972
  nChanged 623
		SP:Iteration 11Q (3617.800000 sec): 3 clusters
  Score: Raw -2195321.483978 + Penalty 3208.130559 = -2192113.353419
  nChanged 504
		SP:Iteration 12Q (3617.850000 sec): 3 clusters
  Score: Raw -2195554.215301 + Penalty 3208.130559 = -2192346.084742
  nChanged 471
		SP:Iteration 13Q (3617.900000 sec): 3 clusters
  Score: Raw -2195759.858066 + Penalty 3208.130559 = -2192551.727507
  nChanged 439
		SP:Iteration 14Q (3617.940000 sec): 3 clusters
  Score: Raw -2195961.647165 + Penalty 3208.130559 = -2192753.516606
  nChanged 426
		SP:Iteration 15Q (3617.990000 sec): 3 clusters
  Score: Raw -2196145.096076 + Penalty 3208.130559 = -2192936.965517
  nChanged 366
		SP:Iteration 16Q (3618.040000 sec): 3 clusters
  Score: Raw -2196310.594410 + Penalty 3208.130559 = -2193102.463851
  nChanged 345
		SP:Iteration 17Q (3618.080000 sec): 3 clusters
  Score: Raw -2196464.611534 + Penalty 3208.130559 = -2193256.480975
  nChanged 314
		SP:Iteration 18Q (3618.120000 sec): 3 clusters
  Score: Raw -2196610.224324 + Penalty 3208.130559 = -2193402.093765
  nChanged 307
		SP:Iteration 19Q (3618.170000 sec): 3 clusters
  Score: Raw -2196758.729266 + Penalty 3208.130559 = -2193550.598707
  nChanged 276
		SP:Iteration 20F (3618.220000 sec): 3 clusters
  Score: Raw -2196897.699267 + Penalty 3208.130559 = -2193689.568708
  nChanged 254
		SP:Iteration 21Q (3618.260000 sec): 3 clusters
  Score: Raw -2197034.046114 + Penalty 3208.130559 = -2193825.915555
  nChanged 233
		SP:Iteration 22Q (3618.300000 sec): 3 clusters
  Score: Raw -2197165.081432 + Penalty 3208.130559 = -2193956.950873
  nChanged 201
		SP:Iteration 23Q (3618.340000 sec): 3 clusters
  Score: Raw -2197288.588789 + Penalty 3208.130559 = -2194080.458230
  nChanged 179
		SP:Iteration 24Q (3618.380000 sec): 3 clusters
  Score: Raw -2197389.359079 + Penalty 3208.130559 = -2194181.228520
  nChanged 145
		SP:Iteration 25Q (3618.420000 sec): 3 clusters
  Score: Raw -2197474.393525 + Penalty 3208.130559 = -2194266.262966
  nChanged 115
		SP:Iteration 26Q (3618.460000 sec): 3 clusters
  Score: Raw -2197534.842191 + Penalty 3208.130559 = -2194326.711632
  nChanged 86
		SP:Iteration 27Q (3618.500000 sec): 3 clusters
  Score: Raw -2197583.689358 + Penalty 3208.130559 = -2194375.558799
  nChanged 87
		SP:Iteration 28Q (3618.530000 sec): 3 clusters
  Score: Raw -2197635.585455 + Penalty 3208.130559 = -2194427.454896
  nChanged 79
		SP:Iteration 29Q (3618.570000 sec): 3 clusters
  Score: Raw -2197681.283327 + Penalty 3208.130559 = -2194473.152768
  nChanged 56
		SP:Iteration 30Q (3618.610000 sec): 3 clusters
  Score: Raw -2197718.372999 + Penalty 3208.130559 = -2194510.242440
  nChanged 49
		SP:Iteration 31Q (3618.640000 sec): 3 clusters
  Score: Raw -2197751.557838 + Penalty 3208.130559 = -2194543.427278
  nChanged 35
		SP:Iteration 32Q (3618.680000 sec): 3 clusters
  Score: Raw -2197771.156461 + Penalty 3208.130559 = -2194563.025902
  nChanged 35
		SP:Iteration 33Q (3618.720000 sec): 3 clusters
  Score: Raw -2197795.145949 + Penalty 3208.130559 = -2194587.015389
  nChanged 34
		SP:Iteration 34Q (3618.750000 sec): 3 clusters
  Score: Raw -2197815.547823 + Penalty 3208.130559 = -2194607.417264
  nChanged 28
		SP:Iteration 35Q (3618.790000 sec): 3 clusters
  Score: Raw -2197837.931064 + Penalty 3208.130559 = -2194629.800505
  nChanged 21
		SP:Iteration 36Q (3618.820000 sec): 3 clusters
  Score: Raw -2197850.069883 + Penalty 3208.130559 = -2194641.939323
  nChanged 14
		SP:Iteration 37Q (3618.860000 sec): 3 clusters
  Score: Raw -2197858.793940 + Penalty 3208.130559 = -2194650.663381
  nChanged 7
		SP:Iteration 38Q (3618.890000 sec): 3 clusters
  Score: Raw -2197863.917106 + Penalty 3208.130559 = -2194655.786547
  nChanged 5
		SP:Iteration 39Q (3618.930000 sec): 3 clusters
  Score: Raw -2197867.685148 + Penalty 3208.130559 = -2194659.554589
  nChanged 10
		SP:Iteration 40F (3618.980000 sec): 3 clusters
  Score: Raw -2197874.278939 + Penalty 3208.130559 = -2194666.148380
  nChanged 7
		SP:Iteration 41Q (3619.010000 sec): 3 clusters
  Score: Raw -2197880.584190 + Penalty 3208.130559 = -2194672.453631
  nChanged 6
		SP:Iteration 42Q (3619.050000 sec): 3 clusters
  Score: Raw -2197885.147103 + Penalty 3208.130559 = -2194677.016544
  nChanged 8
		SP:Iteration 43Q (3619.080000 sec): 3 clusters
  Score: Raw -2197889.780994 + Penalty 3208.130559 = -2194681.650435
  nChanged 4
		SP:Iteration 44Q (3619.120000 sec): 3 clusters
  Score: Raw -2197891.807411 + Penalty 3208.130559 = -2194683.676852
  nChanged 4
		SP:Iteration 45Q (3619.160000 sec): 3 clusters
  Score: Raw -2197893.497195 + Penalty 3208.130559 = -2194685.366636
  nChanged 3
		SP:Iteration 46Q (3619.190000 sec): 3 clusters
  Score: Raw -2197894.837609 + Penalty 3208.130559 = -2194686.707050
  nChanged 1
		SP:Iteration 47Q (3619.230000 sec): 3 clusters
  Score: Raw -2197896.164136 + Penalty 3208.130559 = -2194688.033577
  nChanged 0
		SP:Iteration 48F (3619.280000 sec): 3 clusters
  Score: Raw -2197896.164136 + Penalty 3208.130559 = -2194688.033577
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3619.300000 sec): 2 clusters
  Score: Raw -599289.597599 + Penalty 1404.277723 = -597885.319875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3619.320000 sec): 3 clusters
  Score: Raw -596305.529076 + Penalty 2808.555446 = -593496.973630
  nChanged 2329
		SP:Iteration 1F (3619.330000 sec): 3 clusters
  Score: Raw -597761.394724 + Penalty 2808.555446 = -594952.839277
  nChanged 479
		SP:Iteration 2F (3619.350000 sec): 3 clusters
  Score: Raw -598126.895485 + Penalty 2808.555446 = -595318.340039
  nChanged 389
		SP:Iteration 3F (3619.360000 sec): 3 clusters
  Score: Raw -598451.881913 + Penalty 2808.555446 = -595643.326467
  nChanged 343
		SP:Iteration 4F (3619.380000 sec): 3 clusters
  Score: Raw -598701.225751 + Penalty 2808.555446 = -595892.670305
  nChanged 276
		SP:Iteration 5Q (3619.390000 sec): 3 clusters
  Score: Raw -598863.226057 + Penalty 2808.555446 = -596054.670610
  nChanged 237
		SP:Iteration 6Q (3619.400000 sec): 3 clusters
  Score: Raw -598995.369512 + Penalty 2808.555446 = -596186.814065
  nChanged 201
		SP:Iteration 7Q (3619.420000 sec): 3 clusters
  Score: Raw -599115.295153 + Penalty 2808.555446 = -596306.739706
  nChanged 173
		SP:Iteration 8Q (3619.430000 sec): 3 clusters
  Score: Raw -599217.593228 + Penalty 2808.555446 = -596409.037782
  nChanged 153
		SP:Iteration 9Q (3619.440000 sec): 3 clusters
  Score: Raw -599297.907025 + Penalty 2808.555446 = -596489.351578
  nChanged 127
		SP:Iteration 10Q (3619.460000 sec): 3 clusters
  Score: Raw -599349.900475 + Penalty 2808.555446 = -596541.345029
  nChanged 106
		SP:Iteration 11Q (3619.470000 sec): 3 clusters
  Score: Raw -599386.542225 + Penalty 2808.555446 = -596577.986779
  nChanged 81
		SP:Iteration 12Q (3619.490000 sec): 3 clusters
  Score: Raw -599421.188635 + Penalty 2808.555446 = -596612.633188
  nChanged 76
		SP:Iteration 13Q (3619.500000 sec): 3 clusters
  Score: Raw -599446.234189 + Penalty 2808.555446 = -596637.678742
  nChanged 54
		SP:Iteration 14Q (3619.510000 sec): 3 clusters
  Score: Raw -599466.008146 + Penalty 2808.555446 = -596657.452699
  nChanged 52
		SP:Iteration 15Q (3619.530000 sec): 3 clusters
  Score: Raw -599482.140449 + Penalty 2808.555446 = -596673.585003
  nChanged 42
		SP:Iteration 16Q (3619.540000 sec): 3 clusters
  Score: Raw -599493.790546 + Penalty 2808.555446 = -596685.235100
  nChanged 38
		SP:Iteration 17Q (3619.560000 sec): 3 clusters
  Score: Raw -599506.472518 + Penalty 2808.555446 = -596697.917072
  nChanged 34
		SP:Iteration 18Q (3619.570000 sec): 3 clusters
  Score: Raw -599514.697933 + Penalty 2808.555446 = -596706.142486
  nChanged 33
		SP:Iteration 19Q (3619.580000 sec): 3 clusters
  Score: Raw -599521.328468 + Penalty 2808.555446 = -596712.773021
  nChanged 18
		SP:Iteration 20F (3619.600000 sec): 3 clusters
  Score: Raw -599524.384960 + Penalty 2808.555446 = -596715.829514
  nChanged 13
		SP:Iteration 21Q (3619.610000 sec): 3 clusters
  Score: Raw -599527.201745 + Penalty 2808.555446 = -596718.646298
  nChanged 12
		SP:Iteration 22Q (3619.620000 sec): 3 clusters
  Score: Raw -599530.578161 + Penalty 2808.555446 = -596722.022715
  nChanged 11
		SP:Iteration 23Q (3619.640000 sec): 3 clusters
  Score: Raw -599532.962599 + Penalty 2808.555446 = -596724.407153
  nChanged 9
		SP:Iteration 24Q (3619.650000 sec): 3 clusters
  Score: Raw -599534.309122 + Penalty 2808.555446 = -596725.753675
  nChanged 9
		SP:Iteration 25Q (3619.660000 sec): 3 clusters
  Score: Raw -599535.729839 + Penalty 2808.555446 = -596727.174392
  nChanged 6
		SP:Iteration 26Q (3619.680000 sec): 3 clusters
  Score: Raw -599536.656705 + Penalty 2808.555446 = -596728.101259
  nChanged 5
		SP:Iteration 27Q (3619.690000 sec): 3 clusters
  Score: Raw -599537.322326 + Penalty 2808.555446 = -596728.766879
  nChanged 6
		SP:Iteration 28Q (3619.700000 sec): 3 clusters
  Score: Raw -599538.077623 + Penalty 2808.555446 = -596729.522177
  nChanged 7
		SP:Iteration 29Q (3619.720000 sec): 3 clusters
  Score: Raw -599539.570118 + Penalty 2808.555446 = -596731.014672
  nChanged 8
		SP:Iteration 30Q (3619.730000 sec): 3 clusters
  Score: Raw -599540.872212 + Penalty 2808.555446 = -596732.316766
  nChanged 11
		SP:Iteration 31Q (3619.750000 sec): 3 clusters
  Score: Raw -599542.951742 + Penalty 2808.555446 = -596734.396295
  nChanged 12
		SP:Iteration 32Q (3619.760000 sec): 3 clusters
  Score: Raw -599544.964258 + Penalty 2808.555446 = -596736.408812
  nChanged 8
		SP:Iteration 33Q (3619.780000 sec): 3 clusters
  Score: Raw -599546.697290 + Penalty 2808.555446 = -596738.141844
  nChanged 7
		SP:Iteration 34Q (3619.790000 sec): 3 clusters
  Score: Raw -599547.764032 + Penalty 2808.555446 = -596739.208585
  nChanged 5
		SP:Iteration 35Q (3619.800000 sec): 3 clusters
  Score: Raw -599548.297747 + Penalty 2808.555446 = -596739.742300
  nChanged 3
		SP:Iteration 36Q (3619.820000 sec): 3 clusters
  Score: Raw -599548.667578 + Penalty 2808.555446 = -596740.112131
  nChanged 1
		SP:Iteration 37Q (3619.830000 sec): 3 clusters
  Score: Raw -599548.878742 + Penalty 2808.555446 = -596740.323295
  nChanged 3
		SP:Iteration 38Q (3619.840000 sec): 3 clusters
  Score: Raw -599549.594370 + Penalty 2808.555446 = -596741.038923
  nChanged 7
		SP:Iteration 39Q (3619.860000 sec): 3 clusters
  Score: Raw -599550.602035 + Penalty 2808.555446 = -596742.046588
  nChanged 5
		SP:Iteration 40F (3619.870000 sec): 3 clusters
  Score: Raw -599551.267632 + Penalty 2808.555446 = -596742.712185
  nChanged 3
		SP:Iteration 41Q (3619.880000 sec): 3 clusters
  Score: Raw -599551.903501 + Penalty 2808.555446 = -596743.348055
  nChanged 5
		SP:Iteration 42Q (3619.900000 sec): 3 clusters
  Score: Raw -599552.856979 + Penalty 2808.555446 = -596744.301533
  nChanged 6
		SP:Iteration 43Q (3619.910000 sec): 3 clusters
  Score: Raw -599553.696006 + Penalty 2808.555446 = -596745.140559
  nChanged 3
		SP:Iteration 44Q (3619.920000 sec): 3 clusters
  Score: Raw -599554.192945 + Penalty 2808.555446 = -596745.637498
  nChanged 2
		SP:Iteration 45Q (3619.940000 sec): 3 clusters
  Score: Raw -599554.467515 + Penalty 2808.555446 = -596745.912068
  nChanged 3
		SP:Iteration 46Q (3619.950000 sec): 3 clusters
  Score: Raw -599555.302731 + Penalty 2808.555446 = -596746.747285
  nChanged 3
		SP:Iteration 47Q (3619.960000 sec): 3 clusters
  Score: Raw -599556.011662 + Penalty 2808.555446 = -596747.456216
  nChanged 6
		SP:Iteration 48Q (3619.980000 sec): 3 clusters
  Score: Raw -599557.503619 + Penalty 2808.555446 = -596748.948173
  nChanged 12
		SP:Iteration 49Q (3619.990000 sec): 3 clusters
  Score: Raw -599561.277813 + Penalty 2808.555446 = -596752.722366
  nChanged 12
		SP:Iteration 50Q (3620.000000 sec): 3 clusters
  Score: Raw -599564.253973 + Penalty 2808.555446 = -596755.698527
  nChanged 9
		SP:Iteration 51Q (3620.020000 sec): 3 clusters
  Score: Raw -599565.449335 + Penalty 2808.555446 = -596756.893889
  nChanged 8
		SP:Iteration 52Q (3620.030000 sec): 3 clusters
  Score: Raw -599566.456233 + Penalty 2808.555446 = -596757.900786
  nChanged 6
		SP:Iteration 53Q (3620.040000 sec): 3 clusters
  Score: Raw -599567.094383 + Penalty 2808.555446 = -596758.538936
  nChanged 6
		SP:Iteration 54Q (3620.060000 sec): 3 clusters
  Score: Raw -599567.714561 + Penalty 2808.555446 = -596759.159114
  nChanged 3
		SP:Iteration 55Q (3620.070000 sec): 3 clusters
  Score: Raw -599568.127847 + Penalty 2808.555446 = -596759.572400
  nChanged 3
		SP:Iteration 56Q (3620.080000 sec): 3 clusters
  Score: Raw -599568.662629 + Penalty 2808.555446 = -596760.107182
  nChanged 5
		SP:Iteration 57Q (3620.100000 sec): 3 clusters
  Score: Raw -599569.668938 + Penalty 2808.555446 = -596761.113491
  nChanged 3
		SP:Iteration 58Q (3620.110000 sec): 3 clusters
  Score: Raw -599570.201653 + Penalty 2808.555446 = -596761.646207
  nChanged 2
		SP:Iteration 59Q (3620.120000 sec): 3 clusters
  Score: Raw -599570.759513 + Penalty 2808.555446 = -596762.204066
  nChanged 3
		SP:Iteration 60F (3620.140000 sec): 3 clusters
  Score: Raw -599571.168724 + Penalty 2808.555446 = -596762.613277
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (27711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3620.220000 sec): 2 clusters
  Score: Raw -3203529.620194 + Penalty 1662.307518 = -3201867.312676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3620.300000 sec): 3 clusters
  Score: Raw -3186576.029691 + Penalty 3324.615036 = -3183251.414655
  nChanged 12708
		SP:Iteration 1F (3620.370000 sec): 3 clusters
  Score: Raw -3193556.162367 + Penalty 3324.615036 = -3190231.547332
  nChanged 1450
		SP:Iteration 2F (3620.440000 sec): 3 clusters
  Score: Raw -3194136.876994 + Penalty 3324.615036 = -3190812.261958
  nChanged 1553
		SP:Iteration 3F (3620.510000 sec): 3 clusters
  Score: Raw -3194847.538688 + Penalty 3324.615036 = -3191522.923652
  nChanged 1717
		SP:Iteration 4F (3620.580000 sec): 3 clusters
  Score: Raw -3195817.960557 + Penalty 3324.615036 = -3192493.345522
  nChanged 1928
		SP:Iteration 5F (3620.660000 sec): 3 clusters
  Score: Raw -3197084.153525 + Penalty 3324.615036 = -3193759.538489
  nChanged 2001
		SP:Iteration 6F (3620.730000 sec): 3 clusters
  Score: Raw -3198510.309353 + Penalty 3324.615036 = -3195185.694317
  nChanged 1791
		SP:Iteration 7F (3620.800000 sec): 3 clusters
  Score: Raw -3199879.730919 + Penalty 3324.615036 = -3196555.115883
  nChanged 1598
		SP:Iteration 8F (3620.870000 sec): 3 clusters
  Score: Raw -3201156.764013 + Penalty 3324.615036 = -3197832.148977
  nChanged 1192
		SP:Iteration 9Q (3620.950000 sec): 3 clusters
  Score: Raw -3202092.129146 + Penalty 3324.615036 = -3198767.514110
  nChanged 879
		SP:Iteration 10Q (3621.020000 sec): 3 clusters
  Score: Raw -3202760.149089 + Penalty 3324.615036 = -3199435.534053
  nChanged 606
		SP:Iteration 11Q (3621.090000 sec): 3 clusters
  Score: Raw -3203186.652016 + Penalty 3324.615036 = -3199862.036980
  nChanged 404
		SP:Iteration 12Q (3621.160000 sec): 3 clusters
  Score: Raw -3203472.034514 + Penalty 3324.615036 = -3200147.419478
  nChanged 283
		SP:Iteration 13Q (3621.220000 sec): 3 clusters
  Score: Raw -3203680.360583 + Penalty 3324.615036 = -3200355.745547
  nChanged 207
		SP:Iteration 14Q (3621.280000 sec): 3 clusters
  Score: Raw -3203822.929020 + Penalty 3324.615036 = -3200498.313984
  nChanged 121
		SP:Iteration 15Q (3621.340000 sec): 3 clusters
  Score: Raw -3203915.824921 + Penalty 3324.615036 = -3200591.209885
  nChanged 98
		SP:Iteration 16Q (3621.400000 sec): 3 clusters
  Score: Raw -3203997.545572 + Penalty 3324.615036 = -3200672.930536
  nChanged 74
		SP:Iteration 17Q (3621.450000 sec): 3 clusters
  Score: Raw -3204068.798922 + Penalty 3324.615036 = -3200744.183886
  nChanged 46
		SP:Iteration 18Q (3621.510000 sec): 3 clusters
  Score: Raw -3204106.584817 + Penalty 3324.615036 = -3200781.969781
  nChanged 42
		SP:Iteration 19Q (3621.560000 sec): 3 clusters
  Score: Raw -3204131.675082 + Penalty 3324.615036 = -3200807.060046
  nChanged 24
		SP:Iteration 20F (3621.630000 sec): 3 clusters
  Score: Raw -3204150.651885 + Penalty 3324.615036 = -3200826.036849
  nChanged 20
		SP:Iteration 21Q (3621.690000 sec): 3 clusters
  Score: Raw -3204164.381874 + Penalty 3324.615036 = -3200839.766838
  nChanged 22
		SP:Iteration 22Q (3621.740000 sec): 3 clusters
  Score: Raw -3204180.497245 + Penalty 3324.615036 = -3200855.882210
  nChanged 17
		SP:Iteration 23Q (3621.800000 sec): 3 clusters
  Score: Raw -3204193.135214 + Penalty 3324.615036 = -3200868.520178
  nChanged 14
		SP:Iteration 24Q (3621.850000 sec): 3 clusters
  Score: Raw -3204200.838139 + Penalty 3324.615036 = -3200876.223103
  nChanged 6
		SP:Iteration 25Q (3621.900000 sec): 3 clusters
  Score: Raw -3204202.248341 + Penalty 3324.615036 = -3200877.633305
  nChanged 5
		SP:Iteration 26Q (3621.950000 sec): 3 clusters
  Score: Raw -3204204.175371 + Penalty 3324.615036 = -3200879.560335
  nChanged 6
		SP:Iteration 27Q (3622.000000 sec): 3 clusters
  Score: Raw -3204206.626918 + Penalty 3324.615036 = -3200882.011882
  nChanged 0
		SP:Iteration 28F (3622.080000 sec): 3 clusters
  Score: Raw -3204206.626918 + Penalty 3324.615036 = -3200882.011882
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3622.480000 sec): 2 clusters
  Score: Raw -16324254.592614 + Penalty 1925.398236 = -16322329.194378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3622.860000 sec): 3 clusters
  Score: Raw -16232580.917350 + Penalty 3850.796472 = -16228730.120878
  nChanged 67461
		SP:Iteration 1F (3623.240000 sec): 3 clusters
  Score: Raw -16272126.134497 + Penalty 3850.796472 = -16268275.338025
  nChanged 5640
		SP:Iteration 2Q (3623.620000 sec): 3 clusters
  Score: Raw -16274084.838404 + Penalty 3850.796472 = -16270234.041932
  nChanged 7474
		SP:Iteration 3F (3624.000000 sec): 3 clusters
  Score: Raw -16277628.786506 + Penalty 3850.796472 = -16273777.990034
  nChanged 9580
		SP:Iteration 4F (3624.370000 sec): 3 clusters
  Score: Raw -16283450.926098 + Penalty 3850.796472 = -16279600.129626
  nChanged 11108
		SP:Iteration 5F (3624.740000 sec): 3 clusters
  Score: Raw -16291575.348407 + Penalty 3850.796472 = -16287724.551935
  nChanged 11261
		SP:Iteration 6F (3625.110000 sec): 3 clusters
  Score: Raw -16300883.405190 + Penalty 3850.796472 = -16297032.608718
  nChanged 9795
		SP:Iteration 7F (3625.480000 sec): 3 clusters
  Score: Raw -16309553.320582 + Penalty 3850.796472 = -16305702.524110
  nChanged 7491
		SP:Iteration 8F (3625.850000 sec): 3 clusters
  Score: Raw -16316615.105180 + Penalty 3850.796472 = -16312764.308707
  nChanged 4706
		SP:Iteration 9Q (3626.220000 sec): 3 clusters
  Score: Raw -16321094.983643 + Penalty 3850.796472 = -16317244.187171
  nChanged 2255
		SP:Iteration 10Q (3626.560000 sec): 3 clusters
  Score: Raw -16323176.688887 + Penalty 3850.796472 = -16319325.892415
  nChanged 853
		SP:Iteration 11Q (3626.850000 sec): 3 clusters
  Score: Raw -16323934.153880 + Penalty 3850.796472 = -16320083.357408
  nChanged 349
		SP:Iteration 12Q (3627.130000 sec): 3 clusters
  Score: Raw -16324253.116788 + Penalty 3850.796472 = -16320402.320315
  nChanged 143
		SP:Iteration 13Q (3627.390000 sec): 3 clusters
  Score: Raw -16324393.930984 + Penalty 3850.796472 = -16320543.134511
  nChanged 82
		SP:Iteration 14Q (3627.660000 sec): 3 clusters
  Score: Raw -16324466.812253 + Penalty 3850.796472 = -16320616.015781
  nChanged 51
		SP:Iteration 15Q (3627.920000 sec): 3 clusters
  Score: Raw -16324511.963301 + Penalty 3850.796472 = -16320661.166829
  nChanged 36
		SP:Iteration 16Q (3628.190000 sec): 3 clusters
  Score: Raw -16324539.886435 + Penalty 3850.796472 = -16320689.089963
  nChanged 25
		SP:Iteration 17Q (3628.450000 sec): 3 clusters
  Score: Raw -16324564.619689 + Penalty 3850.796472 = -16320713.823217
  nChanged 30
		SP:Iteration 18Q (3628.710000 sec): 3 clusters
  Score: Raw -16324588.681164 + Penalty 3850.796472 = -16320737.884692
  nChanged 14
		SP:Iteration 19Q (3628.980000 sec): 3 clusters
  Score: Raw -16324599.034430 + Penalty 3850.796472 = -16320748.237958
  nChanged 12
		SP:Iteration 20F (3629.350000 sec): 3 clusters
  Score: Raw -16324607.822960 + Penalty 3850.796472 = -16320757.026488
  nChanged 11
		SP:Iteration 21Q (3629.600000 sec): 3 clusters
  Score: Raw -16324616.801716 + Penalty 3850.796472 = -16320766.005244
  nChanged 14
		SP:Iteration 22Q (3629.860000 sec): 3 clusters
  Score: Raw -16324628.110777 + Penalty 3850.796472 = -16320777.314305
  nChanged 5
		SP:Iteration 23Q (3630.120000 sec): 3 clusters
  Score: Raw -16324632.320913 + Penalty 3850.796472 = -16320781.524441
  nChanged 7
		SP:Iteration 24Q (3630.370000 sec): 3 clusters
  Score: Raw -16324636.779430 + Penalty 3850.796472 = -16320785.982958
  nChanged 2
		SP:Iteration 25Q (3630.630000 sec): 3 clusters
  Score: Raw -16324637.951015 + Penalty 3850.796472 = -16320787.154542
  nChanged 1
		SP:Iteration 26Q (3630.880000 sec): 3 clusters
  Score: Raw -16324638.963963 + Penalty 3850.796472 = -16320788.167491
  nChanged 5
		SP:Iteration 27Q (3631.140000 sec): 3 clusters
  Score: Raw -16324642.280104 + Penalty 3850.796472 = -16320791.483632
  nChanged 6
		SP:Iteration 28Q (3631.400000 sec): 3 clusters
  Score: Raw -16324645.585514 + Penalty 3850.796472 = -16320794.789042
  nChanged 3
		SP:Iteration 29Q (3631.650000 sec): 3 clusters
  Score: Raw -16324647.682373 + Penalty 3850.796472 = -16320796.885900
  nChanged 4
		SP:Iteration 30Q (3631.910000 sec): 3 clusters
  Score: Raw -16324650.152089 + Penalty 3850.796472 = -16320799.355616
  nChanged 1
		SP:Iteration 31Q (3632.170000 sec): 3 clusters
  Score: Raw -16324651.024003 + Penalty 3850.796472 = -16320800.227531
  nChanged 1
		SP:Iteration 32Q (3632.430000 sec): 3 clusters
  Score: Raw -16324652.046600 + Penalty 3850.796472 = -16320801.250128
  nChanged 1
		SP:Iteration 33Q (3632.680000 sec): 3 clusters
  Score: Raw -16324652.988902 + Penalty 3850.796472 = -16320802.192429
  nChanged 1
		SP:Iteration 34Q (3632.940000 sec): 3 clusters
  Score: Raw -16324653.783150 + Penalty 3850.796472 = -16320802.986677
  nChanged 0
		SP:Iteration 35F (3633.300000 sec): 3 clusters
  Score: Raw -16324653.783150 + Penalty 3850.796472 = -16320802.986677
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (18936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3633.410000 sec): 2 clusters
  Score: Raw -2166627.481990 + Penalty 1600.433275 = -2165027.048715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3633.460000 sec): 3 clusters
  Score: Raw -2155264.015150 + Penalty 3200.866549 = -2152063.148601
  nChanged 8580
		SP:Iteration 1F (3633.510000 sec): 3 clusters
  Score: Raw -2160256.466405 + Penalty 3200.866549 = -2157055.599856
  nChanged 1146
		SP:Iteration 2F (3633.560000 sec): 3 clusters
  Score: Raw -2160757.249916 + Penalty 3200.866549 = -2157556.383367
  nChanged 977
		SP:Iteration 3F (3633.610000 sec): 3 clusters
  Score: Raw -2161155.792003 + Penalty 3200.866549 = -2157954.925453
  nChanged 877
		SP:Iteration 4Q (3633.660000 sec): 3 clusters
  Score: Raw -2161477.623380 + Penalty 3200.866549 = -2158276.756831
  nChanged 762
		SP:Iteration 5Q (3633.710000 sec): 3 clusters
  Score: Raw -2161777.903335 + Penalty 3200.866549 = -2158577.036786
  nChanged 750
		SP:Iteration 6Q (3633.760000 sec): 3 clusters
  Score: Raw -2162101.116476 + Penalty 3200.866549 = -2158900.249927
  nChanged 763
		SP:Iteration 7Q (3633.810000 sec): 3 clusters
  Score: Raw -2162470.838346 + Penalty 3200.866549 = -2159269.971797
  nChanged 770
		SP:Iteration 8Q (3633.860000 sec): 3 clusters
  Score: Raw -2162930.184731 + Penalty 3200.866549 = -2159729.318182
  nChanged 796
		SP:Iteration 9Q (3633.910000 sec): 3 clusters
  Score: Raw -2163496.407739 + Penalty 3200.866549 = -2160295.541190
  nChanged 788
		SP:Iteration 10Q (3633.960000 sec): 3 clusters
  Score: Raw -2164137.222963 + Penalty 3200.866549 = -2160936.356414
  nChanged 783
		SP:Iteration 11Q (3634.000000 sec): 3 clusters
  Score: Raw -2164796.357003 + Penalty 3200.866549 = -2161595.490454
  nChanged 669
		SP:Iteration 12Q (3634.050000 sec): 3 clusters
  Score: Raw -2165195.317054 + Penalty 3200.866549 = -2161994.450505
  nChanged 524
		SP:Iteration 13Q (3634.090000 sec): 3 clusters
  Score: Raw -2165426.155834 + Penalty 3200.866549 = -2162225.289285
  nChanged 373
		SP:Iteration 14Q (3634.140000 sec): 3 clusters
  Score: Raw -2165575.798041 + Penalty 3200.866549 = -2162374.931492
  nChanged 292
		SP:Iteration 15Q (3634.180000 sec): 3 clusters
  Score: Raw -2165668.630394 + Penalty 3200.866549 = -2162467.763845
  nChanged 257
		SP:Iteration 16Q (3634.220000 sec): 3 clusters
  Score: Raw -2165744.526697 + Penalty 3200.866549 = -2162543.660147
  nChanged 217
		SP:Iteration 17Q (3634.270000 sec): 3 clusters
  Score: Raw -2165799.391502 + Penalty 3200.866549 = -2162598.524952
  nChanged 156
		SP:Iteration 18Q (3634.310000 sec): 3 clusters
  Score: Raw -2165837.040106 + Penalty 3200.866549 = -2162636.173557
  nChanged 145
		SP:Iteration 19Q (3634.350000 sec): 3 clusters
  Score: Raw -2165868.534430 + Penalty 3200.866549 = -2162667.667881
  nChanged 127
		SP:Iteration 20F (3634.400000 sec): 3 clusters
  Score: Raw -2165894.018620 + Penalty 3200.866549 = -2162693.152071
  nChanged 122
		SP:Iteration 21Q (3634.440000 sec): 3 clusters
  Score: Raw -2165916.704145 + Penalty 3200.866549 = -2162715.837596
  nChanged 122
		SP:Iteration 22Q (3634.490000 sec): 3 clusters
  Score: Raw -2165946.047184 + Penalty 3200.866549 = -2162745.180635
  nChanged 124
		SP:Iteration 23Q (3634.530000 sec): 3 clusters
  Score: Raw -2165978.978687 + Penalty 3200.866549 = -2162778.112138
  nChanged 136
		SP:Iteration 24Q (3634.570000 sec): 3 clusters
  Score: Raw -2166020.053187 + Penalty 3200.866549 = -2162819.186638
  nChanged 161
		SP:Iteration 25Q (3634.610000 sec): 3 clusters
  Score: Raw -2166072.947765 + Penalty 3200.866549 = -2162872.081216
  nChanged 164
		SP:Iteration 26Q (3634.660000 sec): 3 clusters
  Score: Raw -2166132.494276 + Penalty 3200.866549 = -2162931.627727
  nChanged 167
		SP:Iteration 27Q (3634.700000 sec): 3 clusters
  Score: Raw -2166187.257235 + Penalty 3200.866549 = -2162986.390686
  nChanged 154
		SP:Iteration 28Q (3634.740000 sec): 3 clusters
  Score: Raw -2166236.810066 + Penalty 3200.866549 = -2163035.943517
  nChanged 160
		SP:Iteration 29Q (3634.780000 sec): 3 clusters
  Score: Raw -2166289.062553 + Penalty 3200.866549 = -2163088.196004
  nChanged 144
		SP:Iteration 30Q (3634.820000 sec): 3 clusters
  Score: Raw -2166340.234512 + Penalty 3200.866549 = -2163139.367963
  nChanged 158
		SP:Iteration 31Q (3634.860000 sec): 3 clusters
  Score: Raw -2166397.700529 + Penalty 3200.866549 = -2163196.833980
  nChanged 155
		SP:Iteration 32Q (3634.900000 sec): 3 clusters
  Score: Raw -2166451.511520 + Penalty 3200.866549 = -2163250.644971
  nChanged 152
		SP:Iteration 33Q (3634.940000 sec): 3 clusters
  Score: Raw -2166506.929586 + Penalty 3200.866549 = -2163306.063037
  nChanged 156
		SP:Iteration 34Q (3634.980000 sec): 3 clusters
  Score: Raw -2166569.898103 + Penalty 3200.866549 = -2163369.031554
  nChanged 163
		SP:Iteration 35Q (3635.020000 sec): 3 clusters
  Score: Raw -2166636.082618 + Penalty 3200.866549 = -2163435.216069
  nChanged 125
		SP:Iteration 36Q (3635.060000 sec): 3 clusters
  Score: Raw -2166681.641587 + Penalty 3200.866549 = -2163480.775038
  nChanged 113
		SP:Iteration 37Q (3635.100000 sec): 3 clusters
  Score: Raw -2166724.983889 + Penalty 3200.866549 = -2163524.117340
  nChanged 108
		SP:Iteration 38Q (3635.140000 sec): 3 clusters
  Score: Raw -2166767.002822 + Penalty 3200.866549 = -2163566.136272
  nChanged 104
		SP:Iteration 39Q (3635.180000 sec): 3 clusters
  Score: Raw -2166809.137948 + Penalty 3200.866549 = -2163608.271398
  nChanged 115
		SP:Iteration 40F (3635.230000 sec): 3 clusters
  Score: Raw -2166862.190065 + Penalty 3200.866549 = -2163661.323516
  nChanged 103
		SP:Iteration 41Q (3635.270000 sec): 3 clusters
  Score: Raw -2166902.786300 + Penalty 3200.866549 = -2163701.919751
  nChanged 70
		SP:Iteration 42Q (3635.310000 sec): 3 clusters
  Score: Raw -2166930.396002 + Penalty 3200.866549 = -2163729.529453
  nChanged 62
		SP:Iteration 43Q (3635.350000 sec): 3 clusters
  Score: Raw -2166953.627981 + Penalty 3200.866549 = -2163752.761432
  nChanged 55
		SP:Iteration 44Q (3635.380000 sec): 3 clusters
  Score: Raw -2166975.604916 + Penalty 3200.866549 = -2163774.738367
  nChanged 52
		SP:Iteration 45Q (3635.420000 sec): 3 clusters
  Score: Raw -2166997.711925 + Penalty 3200.866549 = -2163796.845375
  nChanged 55
		SP:Iteration 46Q (3635.470000 sec): 3 clusters
  Score: Raw -2167014.717794 + Penalty 3200.866549 = -2163813.851245
  nChanged 40
		SP:Iteration 47Q (3635.510000 sec): 3 clusters
  Score: Raw -2167025.216901 + Penalty 3200.866549 = -2163824.350352
  nChanged 30
		SP:Iteration 48Q (3635.550000 sec): 3 clusters
  Score: Raw -2167032.256981 + Penalty 3200.866549 = -2163831.390432
  nChanged 23
		SP:Iteration 49Q (3635.590000 sec): 3 clusters
  Score: Raw -2167036.957734 + Penalty 3200.866549 = -2163836.091185
  nChanged 24
		SP:Iteration 50Q (3635.620000 sec): 3 clusters
  Score: Raw -2167042.762875 + Penalty 3200.866549 = -2163841.896326
  nChanged 25
		SP:Iteration 51Q (3635.660000 sec): 3 clusters
  Score: Raw -2167049.600674 + Penalty 3200.866549 = -2163848.734125
  nChanged 18
		SP:Iteration 52Q (3635.700000 sec): 3 clusters
  Score: Raw -2167054.263777 + Penalty 3200.866549 = -2163853.397228
  nChanged 21
		SP:Iteration 53Q (3635.740000 sec): 3 clusters
  Score: Raw -2167058.691349 + Penalty 3200.866549 = -2163857.824800
  nChanged 20
		SP:Iteration 54Q (3635.780000 sec): 3 clusters
  Score: Raw -2167063.975631 + Penalty 3200.866549 = -2163863.109082
  nChanged 20
		SP:Iteration 55Q (3635.820000 sec): 3 clusters
  Score: Raw -2167069.271938 + Penalty 3200.866549 = -2163868.405389
  nChanged 16
		SP:Iteration 56Q (3635.850000 sec): 3 clusters
  Score: Raw -2167073.568381 + Penalty 3200.866549 = -2163872.701832
  nChanged 20
		SP:Iteration 57Q (3635.890000 sec): 3 clusters
  Score: Raw -2167078.378462 + Penalty 3200.866549 = -2163877.511912
  nChanged 13
		SP:Iteration 58Q (3635.930000 sec): 3 clusters
  Score: Raw -2167081.693572 + Penalty 3200.866549 = -2163880.827022
  nChanged 15
		SP:Iteration 59Q (3635.970000 sec): 3 clusters
  Score: Raw -2167084.443108 + Penalty 3200.866549 = -2163883.576559
  nChanged 9
		SP:Iteration 60F (3636.020000 sec): 3 clusters
  Score: Raw -2167086.331772 + Penalty 3200.866549 = -2163885.465223
  nChanged 6
		SP:Iteration 61Q (3636.060000 sec): 3 clusters
  Score: Raw -2167087.420702 + Penalty 3200.866549 = -2163886.554153
  nChanged 5
		SP:Iteration 62Q (3636.100000 sec): 3 clusters
  Score: Raw -2167088.481861 + Penalty 3200.866549 = -2163887.615312
  nChanged 7
		SP:Iteration 63Q (3636.130000 sec): 3 clusters
  Score: Raw -2167090.442684 + Penalty 3200.866549 = -2163889.576134
  nChanged 5
		SP:Iteration 64Q (3636.170000 sec): 3 clusters
  Score: Raw -2167091.568716 + Penalty 3200.866549 = -2163890.702167
  nChanged 6
		SP:Iteration 65Q (3636.210000 sec): 3 clusters
  Score: Raw -2167092.947554 + Penalty 3200.866549 = -2163892.081005
  nChanged 7
		SP:Iteration 66Q (3636.250000 sec): 3 clusters
  Score: Raw -2167094.509365 + Penalty 3200.866549 = -2163893.642816
  nChanged 11
		SP:Iteration 67Q (3636.290000 sec): 3 clusters
  Score: Raw -2167096.951022 + Penalty 3200.866549 = -2163896.084473
  nChanged 11
		SP:Iteration 68Q (3636.330000 sec): 3 clusters
  Score: Raw -2167099.177852 + Penalty 3200.866549 = -2163898.311303
  nChanged 8
		SP:Iteration 69Q (3636.370000 sec): 3 clusters
  Score: Raw -2167101.227885 + Penalty 3200.866549 = -2163900.361336
  nChanged 4
		SP:Iteration 70Q (3636.400000 sec): 3 clusters
  Score: Raw -2167102.031210 + Penalty 3200.866549 = -2163901.164661
  nChanged 3
		SP:Iteration 71Q (3636.440000 sec): 3 clusters
  Score: Raw -2167102.410513 + Penalty 3200.866549 = -2163901.543964
  nChanged 2
		SP:Iteration 72Q (3636.480000 sec): 3 clusters
  Score: Raw -2167103.062858 + Penalty 3200.866549 = -2163902.196309
  nChanged 1
		SP:Iteration 73Q (3636.520000 sec): 3 clusters
  Score: Raw -2167103.321799 + Penalty 3200.866549 = -2163902.455250
  nChanged 0
		SP:Iteration 74F (3636.560000 sec): 3 clusters
  Score: Raw -2167103.321799 + Penalty 3200.866549 = -2163902.455250
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3636.670000 sec): 2 clusters
  Score: Raw -3836817.509620 + Penalty 1702.902244 = -3835114.607377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3636.760000 sec): 3 clusters
  Score: Raw -3814683.981685 + Penalty 3405.804487 = -3811278.177198
  nChanged 16380
		SP:Iteration 1F (3636.860000 sec): 3 clusters
  Score: Raw -3824295.130676 + Penalty 3405.804487 = -3820889.326189
  nChanged 1990
		SP:Iteration 2F (3636.950000 sec): 3 clusters
  Score: Raw -3825233.596843 + Penalty 3405.804487 = -3821827.792355
  nChanged 2030
		SP:Iteration 3F (3637.040000 sec): 3 clusters
  Score: Raw -3826345.374896 + Penalty 3405.804487 = -3822939.570409
  nChanged 2186
		SP:Iteration 4F (3637.140000 sec): 3 clusters
  Score: Raw -3827688.098948 + Penalty 3405.804487 = -3824282.294461
  nChanged 2228
		SP:Iteration 5F (3637.230000 sec): 3 clusters
  Score: Raw -3829032.833318 + Penalty 3405.804487 = -3825627.028831
  nChanged 2036
		SP:Iteration 6F (3637.330000 sec): 3 clusters
  Score: Raw -3830274.862042 + Penalty 3405.804487 = -3826869.057554
  nChanged 1800
		SP:Iteration 7F (3637.420000 sec): 3 clusters
  Score: Raw -3831447.566702 + Penalty 3405.804487 = -3828041.762214
  nChanged 1603
		SP:Iteration 8Q (3637.510000 sec): 3 clusters
  Score: Raw -3832577.660565 + Penalty 3405.804487 = -3829171.856078
  nChanged 1401
		SP:Iteration 9Q (3637.610000 sec): 3 clusters
  Score: Raw -3833565.975341 + Penalty 3405.804487 = -3830160.170853
  nChanged 1194
		SP:Iteration 10Q (3637.700000 sec): 3 clusters
  Score: Raw -3834302.868548 + Penalty 3405.804487 = -3830897.064060
  nChanged 912
		SP:Iteration 11Q (3637.790000 sec): 3 clusters
  Score: Raw -3834772.276821 + Penalty 3405.804487 = -3831366.472333
  nChanged 720
		SP:Iteration 12Q (3637.870000 sec): 3 clusters
  Score: Raw -3835105.817851 + Penalty 3405.804487 = -3831700.013363
  nChanged 626
		SP:Iteration 13Q (3637.960000 sec): 3 clusters
  Score: Raw -3835365.577101 + Penalty 3405.804487 = -3831959.772613
  nChanged 541
		SP:Iteration 14Q (3638.040000 sec): 3 clusters
  Score: Raw -3835593.590782 + Penalty 3405.804487 = -3832187.786295
  nChanged 509
		SP:Iteration 15Q (3638.130000 sec): 3 clusters
  Score: Raw -3835830.558447 + Penalty 3405.804487 = -3832424.753960
  nChanged 483
		SP:Iteration 16Q (3638.210000 sec): 3 clusters
  Score: Raw -3836088.569285 + Penalty 3405.804487 = -3832682.764798
  nChanged 483
		SP:Iteration 17Q (3638.290000 sec): 3 clusters
  Score: Raw -3836356.201241 + Penalty 3405.804487 = -3832950.396754
  nChanged 454
		SP:Iteration 18Q (3638.370000 sec): 3 clusters
  Score: Raw -3836581.120086 + Penalty 3405.804487 = -3833175.315598
  nChanged 361
		SP:Iteration 19Q (3638.450000 sec): 3 clusters
  Score: Raw -3836728.321079 + Penalty 3405.804487 = -3833322.516592
  nChanged 316
		SP:Iteration 20F (3638.540000 sec): 3 clusters
  Score: Raw -3836860.495157 + Penalty 3405.804487 = -3833454.690669
  nChanged 296
		SP:Iteration 21Q (3638.620000 sec): 3 clusters
  Score: Raw -3836984.165137 + Penalty 3405.804487 = -3833578.360650
  nChanged 257
		SP:Iteration 22Q (3638.690000 sec): 3 clusters
  Score: Raw -3837083.900720 + Penalty 3405.804487 = -3833678.096233
  nChanged 204
		SP:Iteration 23Q (3638.770000 sec): 3 clusters
  Score: Raw -3837157.672974 + Penalty 3405.804487 = -3833751.868486
  nChanged 190
		SP:Iteration 24Q (3638.850000 sec): 3 clusters
  Score: Raw -3837222.492598 + Penalty 3405.804487 = -3833816.688110
  nChanged 171
		SP:Iteration 25Q (3638.920000 sec): 3 clusters
  Score: Raw -3837277.987001 + Penalty 3405.804487 = -3833872.182514
  nChanged 137
		SP:Iteration 26Q (3638.990000 sec): 3 clusters
  Score: Raw -3837327.427618 + Penalty 3405.804487 = -3833921.623130
  nChanged 134
		SP:Iteration 27Q (3639.070000 sec): 3 clusters
  Score: Raw -3837372.900273 + Penalty 3405.804487 = -3833967.095786
  nChanged 118
		SP:Iteration 28Q (3639.140000 sec): 3 clusters
  Score: Raw -3837409.839196 + Penalty 3405.804487 = -3834004.034708
  nChanged 113
		SP:Iteration 29Q (3639.210000 sec): 3 clusters
  Score: Raw -3837443.813670 + Penalty 3405.804487 = -3834038.009183
  nChanged 93
		SP:Iteration 30Q (3639.290000 sec): 3 clusters
  Score: Raw -3837469.870473 + Penalty 3405.804487 = -3834064.065985
  nChanged 82
		SP:Iteration 31Q (3639.360000 sec): 3 clusters
  Score: Raw -3837488.438570 + Penalty 3405.804487 = -3834082.634082
  nChanged 61
		SP:Iteration 32Q (3639.430000 sec): 3 clusters
  Score: Raw -3837501.789840 + Penalty 3405.804487 = -3834095.985353
  nChanged 47
		SP:Iteration 33Q (3639.510000 sec): 3 clusters
  Score: Raw -3837511.950470 + Penalty 3405.804487 = -3834106.145983
  nChanged 35
		SP:Iteration 34Q (3639.580000 sec): 3 clusters
  Score: Raw -3837518.972998 + Penalty 3405.804487 = -3834113.168511
  nChanged 38
		SP:Iteration 35Q (3639.650000 sec): 3 clusters
  Score: Raw -3837528.458152 + Penalty 3405.804487 = -3834122.653665
  nChanged 37
		SP:Iteration 36Q (3639.720000 sec): 3 clusters
  Score: Raw -3837536.738988 + Penalty 3405.804487 = -3834130.934500
  nChanged 28
		SP:Iteration 37Q (3639.790000 sec): 3 clusters
  Score: Raw -3837542.554673 + Penalty 3405.804487 = -3834136.750185
  nChanged 22
		SP:Iteration 38Q (3639.870000 sec): 3 clusters
  Score: Raw -3837547.788093 + Penalty 3405.804487 = -3834141.983605
  nChanged 20
		SP:Iteration 39Q (3639.940000 sec): 3 clusters
  Score: Raw -3837551.360947 + Penalty 3405.804487 = -3834145.556460
  nChanged 13
		SP:Iteration 40F (3640.030000 sec): 3 clusters
  Score: Raw -3837554.117216 + Penalty 3405.804487 = -3834148.312729
  nChanged 19
		SP:Iteration 41Q (3640.100000 sec): 3 clusters
  Score: Raw -3837557.559341 + Penalty 3405.804487 = -3834151.754853
  nChanged 18
		SP:Iteration 42Q (3640.170000 sec): 3 clusters
  Score: Raw -3837561.300772 + Penalty 3405.804487 = -3834155.496285
  nChanged 19
		SP:Iteration 43Q (3640.250000 sec): 3 clusters
  Score: Raw -3837565.204713 + Penalty 3405.804487 = -3834159.400226
  nChanged 16
		SP:Iteration 44Q (3640.320000 sec): 3 clusters
  Score: Raw -3837568.796355 + Penalty 3405.804487 = -3834162.991868
  nChanged 14
		SP:Iteration 45Q (3640.400000 sec): 3 clusters
  Score: Raw -3837572.516978 + Penalty 3405.804487 = -3834166.712491
  nChanged 15
		SP:Iteration 46Q (3640.470000 sec): 3 clusters
  Score: Raw -3837576.271839 + Penalty 3405.804487 = -3834170.467352
  nChanged 17
		SP:Iteration 47Q (3640.550000 sec): 3 clusters
  Score: Raw -3837579.701113 + Penalty 3405.804487 = -3834173.896626
  nChanged 7
		SP:Iteration 48Q (3640.620000 sec): 3 clusters
  Score: Raw -3837581.181201 + Penalty 3405.804487 = -3834175.376714
  nChanged 9
		SP:Iteration 49Q (3640.690000 sec): 3 clusters
  Score: Raw -3837583.329828 + Penalty 3405.804487 = -3834177.525341
  nChanged 7
		SP:Iteration 50Q (3640.760000 sec): 3 clusters
  Score: Raw -3837584.569786 + Penalty 3405.804487 = -3834178.765298
  nChanged 5
		SP:Iteration 51Q (3640.830000 sec): 3 clusters
  Score: Raw -3837585.406890 + Penalty 3405.804487 = -3834179.602403
  nChanged 4
		SP:Iteration 52Q (3640.900000 sec): 3 clusters
  Score: Raw -3837586.052738 + Penalty 3405.804487 = -3834180.248251
  nChanged 2
		SP:Iteration 53Q (3640.970000 sec): 3 clusters
  Score: Raw -3837586.416214 + Penalty 3405.804487 = -3834180.611727
  nChanged 2
		SP:Iteration 54Q (3641.050000 sec): 3 clusters
  Score: Raw -3837586.655024 + Penalty 3405.804487 = -3834180.850537
  nChanged 3
		SP:Iteration 55Q (3641.110000 sec): 3 clusters
  Score: Raw -3837587.033837 + Penalty 3405.804487 = -3834181.229350
  nChanged 0
		SP:Iteration 56F (3641.210000 sec): 3 clusters
  Score: Raw -3837587.033837 + Penalty 3405.804487 = -3834181.229350
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3641.310000 sec): 2 clusters
  Score: Raw -4301245.576686 + Penalty 1708.103083 = -4299537.473603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3641.410000 sec): 3 clusters
  Score: Raw -4278303.981386 + Penalty 3416.206166 = -4274887.775220
  nChanged 17082
		SP:Iteration 1F (3641.500000 sec): 3 clusters
  Score: Raw -4287784.244746 + Penalty 3416.206166 = -4284368.038579
  nChanged 1567
		SP:Iteration 2Q (3641.600000 sec): 3 clusters
  Score: Raw -4288282.539728 + Penalty 3416.206166 = -4284866.333562
  nChanged 1496
		SP:Iteration 3Q (3641.700000 sec): 3 clusters
  Score: Raw -4288825.573792 + Penalty 3416.206166 = -4285409.367626
  nChanged 1506
		SP:Iteration 4Q (3641.800000 sec): 3 clusters
  Score: Raw -4289387.854801 + Penalty 3416.206166 = -4285971.648635
  nChanged 1571
		SP:Iteration 5Q (3641.900000 sec): 3 clusters
  Score: Raw -4289972.175420 + Penalty 3416.206166 = -4286555.969254
  nChanged 1511
		SP:Iteration 6Q (3642.000000 sec): 3 clusters
  Score: Raw -4290590.375211 + Penalty 3416.206166 = -4287174.169044
  nChanged 1643
		SP:Iteration 7Q (3642.090000 sec): 3 clusters
  Score: Raw -4291334.693296 + Penalty 3416.206166 = -4287918.487130
  nChanged 1818
		SP:Iteration 8Q (3642.190000 sec): 3 clusters
  Score: Raw -4292298.188498 + Penalty 3416.206166 = -4288881.982332
  nChanged 1926
		SP:Iteration 9F (3642.290000 sec): 3 clusters
  Score: Raw -4293433.684772 + Penalty 3416.206166 = -4290017.478606
  nChanged 1860
		SP:Iteration 10F (3642.390000 sec): 3 clusters
  Score: Raw -4294606.441688 + Penalty 3416.206166 = -4291190.235521
  nChanged 1764
		SP:Iteration 11Q (3642.490000 sec): 3 clusters
  Score: Raw -4295663.764744 + Penalty 3416.206166 = -4292247.558577
  nChanged 1484
		SP:Iteration 12Q (3642.580000 sec): 3 clusters
  Score: Raw -4296373.959392 + Penalty 3416.206166 = -4292957.753225
  nChanged 1088
		SP:Iteration 13Q (3642.680000 sec): 3 clusters
  Score: Raw -4296801.492762 + Penalty 3416.206166 = -4293385.286596
  nChanged 826
		SP:Iteration 14Q (3642.780000 sec): 3 clusters
  Score: Raw -4297125.316906 + Penalty 3416.206166 = -4293709.110740
  nChanged 738
		SP:Iteration 15Q (3642.870000 sec): 3 clusters
  Score: Raw -4297403.067102 + Penalty 3416.206166 = -4293986.860936
  nChanged 696
		SP:Iteration 16Q (3642.970000 sec): 3 clusters
  Score: Raw -4297680.731449 + Penalty 3416.206166 = -4294264.525282
  nChanged 719
		SP:Iteration 17Q (3643.060000 sec): 3 clusters
  Score: Raw -4297983.784537 + Penalty 3416.206166 = -4294567.578370
  nChanged 712
		SP:Iteration 18Q (3643.150000 sec): 3 clusters
  Score: Raw -4298286.738315 + Penalty 3416.206166 = -4294870.532149
  nChanged 692
		SP:Iteration 19Q (3643.250000 sec): 3 clusters
  Score: Raw -4298581.760441 + Penalty 3416.206166 = -4295165.554275
  nChanged 688
		SP:Iteration 20F (3643.350000 sec): 3 clusters
  Score: Raw -4298859.857960 + Penalty 3416.206166 = -4295443.651794
  nChanged 646
		SP:Iteration 21Q (3643.440000 sec): 3 clusters
  Score: Raw -4299120.199539 + Penalty 3416.206166 = -4295703.993373
  nChanged 592
		SP:Iteration 22Q (3643.530000 sec): 3 clusters
  Score: Raw -4299352.771576 + Penalty 3416.206166 = -4295936.565410
  nChanged 554
		SP:Iteration 23Q (3643.620000 sec): 3 clusters
  Score: Raw -4299575.586214 + Penalty 3416.206166 = -4296159.380047
  nChanged 506
		SP:Iteration 24Q (3643.710000 sec): 3 clusters
  Score: Raw -4299776.810201 + Penalty 3416.206166 = -4296360.604034
  nChanged 461
		SP:Iteration 25Q (3643.790000 sec): 3 clusters
  Score: Raw -4299933.129875 + Penalty 3416.206166 = -4296516.923709
  nChanged 408
		SP:Iteration 26Q (3643.880000 sec): 3 clusters
  Score: Raw -4300062.441973 + Penalty 3416.206166 = -4296646.235807
  nChanged 374
		SP:Iteration 27Q (3643.970000 sec): 3 clusters
  Score: Raw -4300176.393634 + Penalty 3416.206166 = -4296760.187468
  nChanged 340
		SP:Iteration 28Q (3644.050000 sec): 3 clusters
  Score: Raw -4300272.257917 + Penalty 3416.206166 = -4296856.051751
  nChanged 296
		SP:Iteration 29Q (3644.140000 sec): 3 clusters
  Score: Raw -4300351.188201 + Penalty 3416.206166 = -4296934.982035
  nChanged 276
		SP:Iteration 30Q (3644.230000 sec): 3 clusters
  Score: Raw -4300420.340337 + Penalty 3416.206166 = -4297004.134171
  nChanged 239
		SP:Iteration 31Q (3644.310000 sec): 3 clusters
  Score: Raw -4300477.423341 + Penalty 3416.206166 = -4297061.217175
  nChanged 222
		SP:Iteration 32Q (3644.400000 sec): 3 clusters
  Score: Raw -4300529.140158 + Penalty 3416.206166 = -4297112.933992
  nChanged 202
		SP:Iteration 33Q (3644.480000 sec): 3 clusters
  Score: Raw -4300576.689962 + Penalty 3416.206166 = -4297160.483796
  nChanged 207
		SP:Iteration 34Q (3644.570000 sec): 3 clusters
  Score: Raw -4300621.487546 + Penalty 3416.206166 = -4297205.281380
  nChanged 182
		SP:Iteration 35Q (3644.650000 sec): 3 clusters
  Score: Raw -4300658.300832 + Penalty 3416.206166 = -4297242.094666
  nChanged 172
		SP:Iteration 36Q (3644.730000 sec): 3 clusters
  Score: Raw -4300697.647854 + Penalty 3416.206166 = -4297281.441688
  nChanged 173
		SP:Iteration 37Q (3644.810000 sec): 3 clusters
  Score: Raw -4300735.520470 + Penalty 3416.206166 = -4297319.314304
  nChanged 169
		SP:Iteration 38Q (3644.890000 sec): 3 clusters
  Score: Raw -4300774.619413 + Penalty 3416.206166 = -4297358.413247
  nChanged 170
		SP:Iteration 39Q (3644.970000 sec): 3 clusters
  Score: Raw -4300814.691046 + Penalty 3416.206166 = -4297398.484879
  nChanged 148
		SP:Iteration 40F (3645.070000 sec): 3 clusters
  Score: Raw -4300851.512224 + Penalty 3416.206166 = -4297435.306058
  nChanged 152
		SP:Iteration 41Q (3645.150000 sec): 3 clusters
  Score: Raw -4300886.665873 + Penalty 3416.206166 = -4297470.459706
  nChanged 138
		SP:Iteration 42Q (3645.230000 sec): 3 clusters
  Score: Raw -4300918.794345 + Penalty 3416.206166 = -4297502.588178
  nChanged 140
		SP:Iteration 43Q (3645.310000 sec): 3 clusters
  Score: Raw -4300957.098657 + Penalty 3416.206166 = -4297540.892491
  nChanged 139
		SP:Iteration 44Q (3645.390000 sec): 3 clusters
  Score: Raw -4300993.524354 + Penalty 3416.206166 = -4297577.318188
  nChanged 127
		SP:Iteration 45Q (3645.470000 sec): 3 clusters
  Score: Raw -4301025.998992 + Penalty 3416.206166 = -4297609.792826
  nChanged 141
		SP:Iteration 46Q (3645.550000 sec): 3 clusters
  Score: Raw -4301065.354736 + Penalty 3416.206166 = -4297649.148569
  nChanged 142
		SP:Iteration 47Q (3645.620000 sec): 3 clusters
  Score: Raw -4301111.126307 + Penalty 3416.206166 = -4297694.920140
  nChanged 141
		SP:Iteration 48Q (3645.700000 sec): 3 clusters
  Score: Raw -4301149.677224 + Penalty 3416.206166 = -4297733.471057
  nChanged 114
		SP:Iteration 49Q (3645.780000 sec): 3 clusters
  Score: Raw -4301184.518668 + Penalty 3416.206166 = -4297768.312502
  nChanged 108
		SP:Iteration 50Q (3645.850000 sec): 3 clusters
  Score: Raw -4301217.491904 + Penalty 3416.206166 = -4297801.285737
  nChanged 107
		SP:Iteration 51Q (3645.930000 sec): 3 clusters
  Score: Raw -4301246.256273 + Penalty 3416.206166 = -4297830.050107
  nChanged 112
		SP:Iteration 52Q (3646.010000 sec): 3 clusters
  Score: Raw -4301279.418262 + Penalty 3416.206166 = -4297863.212096
  nChanged 103
		SP:Iteration 53Q (3646.080000 sec): 3 clusters
  Score: Raw -4301311.820432 + Penalty 3416.206166 = -4297895.614265
  nChanged 102
		SP:Iteration 54Q (3646.160000 sec): 3 clusters
  Score: Raw -4301346.237816 + Penalty 3416.206166 = -4297930.031650
  nChanged 101
		SP:Iteration 55Q (3646.230000 sec): 3 clusters
  Score: Raw -4301385.891146 + Penalty 3416.206166 = -4297969.684980
  nChanged 107
		SP:Iteration 56Q (3646.310000 sec): 3 clusters
  Score: Raw -4301426.458783 + Penalty 3416.206166 = -4298010.252617
  nChanged 117
		SP:Iteration 57Q (3646.380000 sec): 3 clusters
  Score: Raw -4301465.079610 + Penalty 3416.206166 = -4298048.873444
  nChanged 95
		SP:Iteration 58Q (3646.450000 sec): 3 clusters
  Score: Raw -4301499.019696 + Penalty 3416.206166 = -4298082.813529
  nChanged 91
		SP:Iteration 59Q (3646.530000 sec): 3 clusters
  Score: Raw -4301526.957291 + Penalty 3416.206166 = -4298110.751125
  nChanged 91
		SP:Iteration 60F (3646.620000 sec): 3 clusters
  Score: Raw -4301557.207655 + Penalty 3416.206166 = -4298141.001488
  nChanged 76
		SP:Iteration 61Q (3646.690000 sec): 3 clusters
  Score: Raw -4301584.592717 + Penalty 3416.206166 = -4298168.386550
  nChanged 69
		SP:Iteration 62Q (3646.770000 sec): 3 clusters
  Score: Raw -4301607.736452 + Penalty 3416.206166 = -4298191.530285
  nChanged 77
		SP:Iteration 63Q (3646.830000 sec): 3 clusters
  Score: Raw -4301635.817155 + Penalty 3416.206166 = -4298219.610989
  nChanged 74
		SP:Iteration 64Q (3646.910000 sec): 3 clusters
  Score: Raw -4301663.445873 + Penalty 3416.206166 = -4298247.239707
  nChanged 82
		SP:Iteration 65Q (3646.970000 sec): 3 clusters
  Score: Raw -4301690.356314 + Penalty 3416.206166 = -4298274.150148
  nChanged 67
		SP:Iteration 66Q (3647.050000 sec): 3 clusters
  Score: Raw -4301713.471769 + Penalty 3416.206166 = -4298297.265603
  nChanged 53
		SP:Iteration 67Q (3647.120000 sec): 3 clusters
  Score: Raw -4301732.077359 + Penalty 3416.206166 = -4298315.871193
  nChanged 43
		SP:Iteration 68Q (3647.190000 sec): 3 clusters
  Score: Raw -4301743.338349 + Penalty 3416.206166 = -4298327.132183
  nChanged 39
		SP:Iteration 69Q (3647.260000 sec): 3 clusters
  Score: Raw -4301757.599865 + Penalty 3416.206166 = -4298341.393698
  nChanged 52
		SP:Iteration 70Q (3647.330000 sec): 3 clusters
  Score: Raw -4301774.543918 + Penalty 3416.206166 = -4298358.337752
  nChanged 43
		SP:Iteration 71Q (3647.400000 sec): 3 clusters
  Score: Raw -4301786.546606 + Penalty 3416.206166 = -4298370.340439
  nChanged 41
		SP:Iteration 72Q (3647.470000 sec): 3 clusters
  Score: Raw -4301795.596657 + Penalty 3416.206166 = -4298379.390491
  nChanged 35
		SP:Iteration 73Q (3647.540000 sec): 3 clusters
  Score: Raw -4301804.352133 + Penalty 3416.206166 = -4298388.145967
  nChanged 25
		SP:Iteration 74Q (3647.610000 sec): 3 clusters
  Score: Raw -4301809.870704 + Penalty 3416.206166 = -4298393.664537
  nChanged 18
		SP:Iteration 75Q (3647.680000 sec): 3 clusters
  Score: Raw -4301812.916532 + Penalty 3416.206166 = -4298396.710366
  nChanged 13
		SP:Iteration 76Q (3647.750000 sec): 3 clusters
  Score: Raw -4301815.019720 + Penalty 3416.206166 = -4298398.813553
  nChanged 7
		SP:Iteration 77Q (3647.820000 sec): 3 clusters
  Score: Raw -4301816.081790 + Penalty 3416.206166 = -4298399.875624
  nChanged 10
		SP:Iteration 78Q (3647.890000 sec): 3 clusters
  Score: Raw -4301817.930827 + Penalty 3416.206166 = -4298401.724661
  nChanged 11
		SP:Iteration 79Q (3647.960000 sec): 3 clusters
  Score: Raw -4301820.082438 + Penalty 3416.206166 = -4298403.876271
  nChanged 12
		SP:Iteration 80F (3648.060000 sec): 3 clusters
  Score: Raw -4301823.082716 + Penalty 3416.206166 = -4298406.876550
  nChanged 9
		SP:Iteration 81Q (3648.130000 sec): 3 clusters
  Score: Raw -4301825.267972 + Penalty 3416.206166 = -4298409.061805
  nChanged 12
		SP:Iteration 82Q (3648.190000 sec): 3 clusters
  Score: Raw -4301827.435007 + Penalty 3416.206166 = -4298411.228841
  nChanged 12
		SP:Iteration 83Q (3648.270000 sec): 3 clusters
  Score: Raw -4301829.708607 + Penalty 3416.206166 = -4298413.502441
  nChanged 18
		SP:Iteration 84Q (3648.330000 sec): 3 clusters
  Score: Raw -4301832.981208 + Penalty 3416.206166 = -4298416.775042
  nChanged 16
		SP:Iteration 85Q (3648.410000 sec): 3 clusters
  Score: Raw -4301835.540454 + Penalty 3416.206166 = -4298419.334288
  nChanged 11
		SP:Iteration 86Q (3648.480000 sec): 3 clusters
  Score: Raw -4301838.004910 + Penalty 3416.206166 = -4298421.798744
  nChanged 10
		SP:Iteration 87Q (3648.550000 sec): 3 clusters
  Score: Raw -4301840.106733 + Penalty 3416.206166 = -4298423.900567
  nChanged 8
		SP:Iteration 88Q (3648.620000 sec): 3 clusters
  Score: Raw -4301841.857902 + Penalty 3416.206166 = -4298425.651735
  nChanged 7
		SP:Iteration 89Q (3648.690000 sec): 3 clusters
  Score: Raw -4301843.592529 + Penalty 3416.206166 = -4298427.386363
  nChanged 7
		SP:Iteration 90Q (3648.760000 sec): 3 clusters
  Score: Raw -4301845.056714 + Penalty 3416.206166 = -4298428.850547
  nChanged 5
		SP:Iteration 91Q (3648.830000 sec): 3 clusters
  Score: Raw -4301846.119452 + Penalty 3416.206166 = -4298429.913285
  nChanged 6
		SP:Iteration 92Q (3648.900000 sec): 3 clusters
  Score: Raw -4301847.539414 + Penalty 3416.206166 = -4298431.333247
  nChanged 9
		SP:Iteration 93Q (3648.970000 sec): 3 clusters
  Score: Raw -4301849.417891 + Penalty 3416.206166 = -4298433.211725
  nChanged 6
		SP:Iteration 94Q (3649.040000 sec): 3 clusters
  Score: Raw -4301849.925317 + Penalty 3416.206166 = -4298433.719151
  nChanged 5
		SP:Iteration 95Q (3649.110000 sec): 3 clusters
  Score: Raw -4301850.483450 + Penalty 3416.206166 = -4298434.277284
  nChanged 4
		SP:Iteration 96Q (3649.180000 sec): 3 clusters
  Score: Raw -4301851.083518 + Penalty 3416.206166 = -4298434.877352
  nChanged 3
		SP:Iteration 97Q (3649.250000 sec): 3 clusters
  Score: Raw -4301851.781319 + Penalty 3416.206166 = -4298435.575153
  nChanged 1
		SP:Iteration 98Q (3649.320000 sec): 3 clusters
  Score: Raw -4301851.952924 + Penalty 3416.206166 = -4298435.746758
  nChanged 1
		SP:Iteration 99Q (3649.390000 sec): 3 clusters
  Score: Raw -4301852.010814 + Penalty 3416.206166 = -4298435.804648
  nChanged 0
		SP:Iteration 100F (3649.480000 sec): 3 clusters
  Score: Raw -4301852.010814 + Penalty 3416.206166 = -4298435.804648
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3649.530000 sec): 2 clusters
  Score: Raw -1421622.222005 + Penalty 1531.819274 = -1420090.402731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3649.560000 sec): 3 clusters
  Score: Raw -1414456.393473 + Penalty 3063.638548 = -1411392.754925
  nChanged 5379
		SP:Iteration 1F (3649.590000 sec): 3 clusters
  Score: Raw -1417313.889691 + Penalty 3063.638548 = -1414250.251143
  nChanged 710
		SP:Iteration 2F (3649.620000 sec): 3 clusters
  Score: Raw -1417633.546422 + Penalty 3063.638548 = -1414569.907874
  nChanged 663
		SP:Iteration 3F (3649.650000 sec): 3 clusters
  Score: Raw -1417930.915097 + Penalty 3063.638548 = -1414867.276549
  nChanged 652
		SP:Iteration 4F (3649.690000 sec): 3 clusters
  Score: Raw -1418271.324234 + Penalty 3063.638548 = -1415207.685687
  nChanged 717
		SP:Iteration 5F (3649.720000 sec): 3 clusters
  Score: Raw -1418675.377452 + Penalty 3063.638548 = -1415611.738904
  nChanged 743
		SP:Iteration 6F (3649.750000 sec): 3 clusters
  Score: Raw -1419103.614560 + Penalty 3063.638548 = -1416039.976012
  nChanged 755
		SP:Iteration 7F (3649.780000 sec): 3 clusters
  Score: Raw -1419515.392627 + Penalty 3063.638548 = -1416451.754080
  nChanged 657
		SP:Iteration 8F (3649.810000 sec): 3 clusters
  Score: Raw -1419838.407766 + Penalty 3063.638548 = -1416774.769218
  nChanged 534
		SP:Iteration 9Q (3649.840000 sec): 3 clusters
  Score: Raw -1420066.424983 + Penalty 3063.638548 = -1417002.786435
  nChanged 386
		SP:Iteration 10Q (3649.880000 sec): 3 clusters
  Score: Raw -1420203.244015 + Penalty 3063.638548 = -1417139.605467
  nChanged 341
		SP:Iteration 11Q (3649.910000 sec): 3 clusters
  Score: Raw -1420327.384383 + Penalty 3063.638548 = -1417263.745836
  nChanged 302
		SP:Iteration 12Q (3649.940000 sec): 3 clusters
  Score: Raw -1420435.184704 + Penalty 3063.638548 = -1417371.546157
  nChanged 282
		SP:Iteration 13Q (3649.970000 sec): 3 clusters
  Score: Raw -1420540.256985 + Penalty 3063.638548 = -1417476.618437
  nChanged 269
		SP:Iteration 14Q (3650.000000 sec): 3 clusters
  Score: Raw -1420635.153069 + Penalty 3063.638548 = -1417571.514522
  nChanged 255
		SP:Iteration 15Q (3650.030000 sec): 3 clusters
  Score: Raw -1420728.724156 + Penalty 3063.638548 = -1417665.085608
  nChanged 229
		SP:Iteration 16Q (3650.070000 sec): 3 clusters
  Score: Raw -1420816.026035 + Penalty 3063.638548 = -1417752.387487
  nChanged 224
		SP:Iteration 17Q (3650.090000 sec): 3 clusters
  Score: Raw -1420900.825444 + Penalty 3063.638548 = -1417837.186896
  nChanged 206
		SP:Iteration 18Q (3650.130000 sec): 3 clusters
  Score: Raw -1420983.920108 + Penalty 3063.638548 = -1417920.281560
  nChanged 219
		SP:Iteration 19Q (3650.160000 sec): 3 clusters
  Score: Raw -1421079.895961 + Penalty 3063.638548 = -1418016.257413
  nChanged 216
		SP:Iteration 20F (3650.190000 sec): 3 clusters
  Score: Raw -1421182.487587 + Penalty 3063.638548 = -1418118.849040
  nChanged 213
		SP:Iteration 21Q (3650.220000 sec): 3 clusters
  Score: Raw -1421288.257020 + Penalty 3063.638548 = -1418224.618472
  nChanged 207
		SP:Iteration 22Q (3650.250000 sec): 3 clusters
  Score: Raw -1421392.132508 + Penalty 3063.638548 = -1418328.493960
  nChanged 168
		SP:Iteration 23Q (3650.290000 sec): 3 clusters
  Score: Raw -1421478.161627 + Penalty 3063.638548 = -1418414.523079
  nChanged 132
		SP:Iteration 24Q (3650.320000 sec): 3 clusters
  Score: Raw -1421552.149320 + Penalty 3063.638548 = -1418488.510773
  nChanged 124
		SP:Iteration 25Q (3650.350000 sec): 3 clusters
  Score: Raw -1421616.666207 + Penalty 3063.638548 = -1418553.027659
  nChanged 107
		SP:Iteration 26Q (3650.380000 sec): 3 clusters
  Score: Raw -1421676.779729 + Penalty 3063.638548 = -1418613.141181
  nChanged 80
		SP:Iteration 27Q (3650.410000 sec): 3 clusters
  Score: Raw -1421726.918590 + Penalty 3063.638548 = -1418663.280042
  nChanged 68
		SP:Iteration 28Q (3650.440000 sec): 3 clusters
  Score: Raw -1421775.031136 + Penalty 3063.638548 = -1418711.392588
  nChanged 59
		SP:Iteration 29Q (3650.470000 sec): 3 clusters
  Score: Raw -1421810.962590 + Penalty 3063.638548 = -1418747.324043
  nChanged 52
		SP:Iteration 30Q (3650.500000 sec): 3 clusters
  Score: Raw -1421840.807259 + Penalty 3063.638548 = -1418777.168712
  nChanged 34
		SP:Iteration 31Q (3650.530000 sec): 3 clusters
  Score: Raw -1421859.071440 + Penalty 3063.638548 = -1418795.432892
  nChanged 26
		SP:Iteration 32Q (3650.550000 sec): 3 clusters
  Score: Raw -1421869.967446 + Penalty 3063.638548 = -1418806.328898
  nChanged 17
		SP:Iteration 33Q (3650.580000 sec): 3 clusters
  Score: Raw -1421879.021010 + Penalty 3063.638548 = -1418815.382462
  nChanged 11
		SP:Iteration 34Q (3650.610000 sec): 3 clusters
  Score: Raw -1421883.819931 + Penalty 3063.638548 = -1418820.181383
  nChanged 5
		SP:Iteration 35Q (3650.640000 sec): 3 clusters
  Score: Raw -1421886.079852 + Penalty 3063.638548 = -1418822.441304
  nChanged 7
		SP:Iteration 36Q (3650.670000 sec): 3 clusters
  Score: Raw -1421888.444108 + Penalty 3063.638548 = -1418824.805560
  nChanged 1
		SP:Iteration 37Q (3650.690000 sec): 3 clusters
  Score: Raw -1421889.213208 + Penalty 3063.638548 = -1418825.574660
  nChanged 3
		SP:Iteration 38Q (3650.720000 sec): 3 clusters
  Score: Raw -1421890.589802 + Penalty 3063.638548 = -1418826.951254
  nChanged 3
		SP:Iteration 39Q (3650.750000 sec): 3 clusters
  Score: Raw -1421891.990597 + Penalty 3063.638548 = -1418828.352049
  nChanged 1
		SP:Iteration 40F (3650.780000 sec): 3 clusters
  Score: Raw -1421892.756023 + Penalty 3063.638548 = -1418829.117475
  nChanged 1
		SP:Iteration 41Q (3650.810000 sec): 3 clusters
  Score: Raw -1421893.384375 + Penalty 3063.638548 = -1418829.745827
  nChanged 1
		SP:Iteration 42Q (3650.830000 sec): 3 clusters
  Score: Raw -1421893.996249 + Penalty 3063.638548 = -1418830.357702
  nChanged 2
		SP:Iteration 43Q (3650.860000 sec): 3 clusters
  Score: Raw -1421894.605481 + Penalty 3063.638548 = -1418830.966933
  nChanged 1
		SP:Iteration 44Q (3650.890000 sec): 3 clusters
  Score: Raw -1421895.183772 + Penalty 3063.638548 = -1418831.545224
  nChanged 1
		SP:Iteration 45Q (3650.920000 sec): 3 clusters
  Score: Raw -1421895.645035 + Penalty 3063.638548 = -1418832.006487
  nChanged 0
		SP:Iteration 46F (3650.950000 sec): 3 clusters
  Score: Raw -1421895.645035 + Penalty 3063.638548 = -1418832.006487
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3651.110000 sec): 2 clusters
  Score: Raw -6162153.504455 + Penalty 1766.957468 = -6160386.546987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3651.250000 sec): 3 clusters
  Score: Raw -6128666.715025 + Penalty 3533.914936 = -6125132.800089
  nChanged 24815
		SP:Iteration 1F (3651.390000 sec): 3 clusters
  Score: Raw -6142997.429458 + Penalty 3533.914936 = -6139463.514522
  nChanged 2345
		SP:Iteration 2Q (3651.530000 sec): 3 clusters
  Score: Raw -6143815.788834 + Penalty 3533.914936 = -6140281.873898
  nChanged 2744
		SP:Iteration 3F (3651.670000 sec): 3 clusters
  Score: Raw -6145090.705847 + Penalty 3533.914936 = -6141556.790911
  nChanged 3395
		SP:Iteration 4F (3651.810000 sec): 3 clusters
  Score: Raw -6147089.455830 + Penalty 3533.914936 = -6143555.540894
  nChanged 3945
		SP:Iteration 5F (3651.940000 sec): 3 clusters
  Score: Raw -6149984.826232 + Penalty 3533.914936 = -6146450.911296
  nChanged 4290
		SP:Iteration 6F (3652.080000 sec): 3 clusters
  Score: Raw -6153759.644417 + Penalty 3533.914936 = -6150225.729480
  nChanged 3810
		SP:Iteration 7F (3652.220000 sec): 3 clusters
  Score: Raw -6157376.130127 + Penalty 3533.914936 = -6153842.215191
  nChanged 2688
		SP:Iteration 8F (3652.360000 sec): 3 clusters
  Score: Raw -6159979.383340 + Penalty 3533.914936 = -6156445.468404
  nChanged 1422
		SP:Iteration 9Q (3652.490000 sec): 3 clusters
  Score: Raw -6161318.991832 + Penalty 3533.914936 = -6157785.076896
  nChanged 620
		SP:Iteration 10Q (3652.610000 sec): 3 clusters
  Score: Raw -6161939.004683 + Penalty 3533.914936 = -6158405.089747
  nChanged 204
		SP:Iteration 11Q (3652.710000 sec): 3 clusters
  Score: Raw -6162160.957111 + Penalty 3533.914936 = -6158627.042174
  nChanged 93
		SP:Iteration 12Q (3652.810000 sec): 3 clusters
  Score: Raw -6162278.047822 + Penalty 3533.914936 = -6158744.132885
  nChanged 35
		SP:Iteration 13Q (3652.910000 sec): 3 clusters
  Score: Raw -6162318.437088 + Penalty 3533.914936 = -6158784.522152
  nChanged 20
		SP:Iteration 14Q (3653.000000 sec): 3 clusters
  Score: Raw -6162344.115122 + Penalty 3533.914936 = -6158810.200186
  nChanged 12
		SP:Iteration 15Q (3653.100000 sec): 3 clusters
  Score: Raw -6162354.674503 + Penalty 3533.914936 = -6158820.759567
  nChanged 5
		SP:Iteration 16Q (3653.190000 sec): 3 clusters
  Score: Raw -6162359.828235 + Penalty 3533.914936 = -6158825.913299
  nChanged 7
		SP:Iteration 17Q (3653.290000 sec): 3 clusters
  Score: Raw -6162367.168210 + Penalty 3533.914936 = -6158833.253274
  nChanged 8
		SP:Iteration 18Q (3653.380000 sec): 3 clusters
  Score: Raw -6162376.700675 + Penalty 3533.914936 = -6158842.785739
  nChanged 7
		SP:Iteration 19Q (3653.480000 sec): 3 clusters
  Score: Raw -6162384.629601 + Penalty 3533.914936 = -6158850.714664
  nChanged 3
		SP:Iteration 20F (3653.620000 sec): 3 clusters
  Score: Raw -6162387.671162 + Penalty 3533.914936 = -6158853.756225
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (2361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3653.650000 sec): 2 clusters
  Score: Raw -255942.064398 + Penalty 1262.111587 = -254679.952811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3653.650000 sec): 3 clusters
  Score: Raw -254885.462902 + Penalty 2524.223175 = -252361.239728
  nChanged 873
		SP:Iteration 1F (3653.660000 sec): 3 clusters
  Score: Raw -255397.460375 + Penalty 2524.223175 = -252873.237201
  nChanged 181
		SP:Iteration 2F (3653.670000 sec): 3 clusters
  Score: Raw -255524.287927 + Penalty 2524.223175 = -253000.064752
  nChanged 115
		SP:Iteration 3Q (3653.670000 sec): 3 clusters
  Score: Raw -255598.287616 + Penalty 2524.223175 = -253074.064442
  nChanged 73
		SP:Iteration 4Q (3653.680000 sec): 3 clusters
  Score: Raw -255645.407415 + Penalty 2524.223175 = -253121.184241
  nChanged 71
		SP:Iteration 5Q (3653.690000 sec): 3 clusters
  Score: Raw -255704.012225 + Penalty 2524.223175 = -253179.789051
  nChanged 76
		SP:Iteration 6Q (3653.690000 sec): 3 clusters
  Score: Raw -255765.896226 + Penalty 2524.223175 = -253241.673051
  nChanged 70
		SP:Iteration 7Q (3653.700000 sec): 3 clusters
  Score: Raw -255814.716926 + Penalty 2524.223175 = -253290.493752
  nChanged 67
		SP:Iteration 8Q (3653.700000 sec): 3 clusters
  Score: Raw -255867.695456 + Penalty 2524.223175 = -253343.472281
  nChanged 73
		SP:Iteration 9Q (3653.710000 sec): 3 clusters
  Score: Raw -255931.643992 + Penalty 2524.223175 = -253407.420817
  nChanged 71
		SP:Iteration 10Q (3653.710000 sec): 3 clusters
  Score: Raw -255993.564044 + Penalty 2524.223175 = -253469.340869
  nChanged 89
		SP:Iteration 11Q (3653.720000 sec): 3 clusters
  Score: Raw -256105.194506 + Penalty 2524.223175 = -253580.971332
  nChanged 106
		SP:Iteration 12Q (3653.730000 sec): 3 clusters
  Score: Raw -256251.490124 + Penalty 2524.223175 = -253727.266949
  nChanged 136
		SP:Iteration 13F (3653.730000 sec): 3 clusters
  Score: Raw -256478.193820 + Penalty 2524.223175 = -253953.970646
  nChanged 138
		SP:Iteration 14F (3653.740000 sec): 3 clusters
  Score: Raw -256750.636014 + Penalty 2524.223175 = -254226.412839
  nChanged 117
		SP:Iteration 15Q (3653.740000 sec): 3 clusters
  Score: Raw -256956.830907 + Penalty 2524.223175 = -254432.607732
  nChanged 98
		SP:Iteration 16Q (3653.750000 sec): 3 clusters
  Score: Raw -257120.612064 + Penalty 2524.223175 = -254596.388890
  nChanged 68
		SP:Iteration 17Q (3653.750000 sec): 3 clusters
  Score: Raw -257262.558976 + Penalty 2524.223175 = -254738.335802
  nChanged 49
		SP:Iteration 18Q (3653.760000 sec): 3 clusters
  Score: Raw -257342.913690 + Penalty 2524.223175 = -254818.690516
  nChanged 21
		SP:Iteration 19Q (3653.760000 sec): 3 clusters
  Score: Raw -257367.811782 + Penalty 2524.223175 = -254843.588607
  nChanged 15
		SP:Iteration 20F (3653.770000 sec): 3 clusters
  Score: Raw -257382.755063 + Penalty 2524.223175 = -254858.531888
  nChanged 7
		SP:Iteration 21Q (3653.770000 sec): 3 clusters
  Score: Raw -257387.196042 + Penalty 2524.223175 = -254862.972867
  nChanged 1
		SP:Iteration 22Q (3653.770000 sec): 3 clusters
  Score: Raw -257387.544072 + Penalty 2524.223175 = -254863.320897
  nChanged 0
		SP:Iteration 23F (3653.780000 sec): 3 clusters
  Score: Raw -257387.544072 + Penalty 2524.223175 = -254863.320897
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3653.800000 sec): 2 clusters
  Score: Raw -376241.878769 + Penalty 1316.226910 = -374925.651859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3653.810000 sec): 3 clusters
  Score: Raw -374658.664536 + Penalty 2632.453821 = -372026.210715
  nChanged 1296
		SP:Iteration 1F (3653.820000 sec): 3 clusters
  Score: Raw -375384.805970 + Penalty 2632.453821 = -372752.352149
  nChanged 264
		SP:Iteration 2F (3653.830000 sec): 3 clusters
  Score: Raw -375560.599104 + Penalty 2632.453821 = -372928.145283
  nChanged 190
		SP:Iteration 3F (3653.830000 sec): 3 clusters
  Score: Raw -375731.438412 + Penalty 2632.453821 = -373098.984591
  nChanged 201
		SP:Iteration 4F (3653.840000 sec): 3 clusters
  Score: Raw -375956.913246 + Penalty 2632.453821 = -373324.459425
  nChanged 238
		SP:Iteration 5F (3653.850000 sec): 3 clusters
  Score: Raw -376264.605464 + Penalty 2632.453821 = -373632.151643
  nChanged 269
		SP:Iteration 6F (3653.860000 sec): 3 clusters
  Score: Raw -376607.099024 + Penalty 2632.453821 = -373974.645203
  nChanged 244
		SP:Iteration 7F (3653.870000 sec): 3 clusters
  Score: Raw -376858.115606 + Penalty 2632.453821 = -374225.661785
  nChanged 151
		SP:Iteration 8Q (3653.870000 sec): 3 clusters
  Score: Raw -376972.803643 + Penalty 2632.453821 = -374340.349822
  nChanged 99
		SP:Iteration 9Q (3653.880000 sec): 3 clusters
  Score: Raw -377025.684320 + Penalty 2632.453821 = -374393.230499
  nChanged 52
		SP:Iteration 10Q (3653.890000 sec): 3 clusters
  Score: Raw -377053.732077 + Penalty 2632.453821 = -374421.278256
  nChanged 37
		SP:Iteration 11Q (3653.900000 sec): 3 clusters
  Score: Raw -377071.036867 + Penalty 2632.453821 = -374438.583046
  nChanged 24
		SP:Iteration 12Q (3653.910000 sec): 3 clusters
  Score: Raw -377080.758131 + Penalty 2632.453821 = -374448.304310
  nChanged 12
		SP:Iteration 13Q (3653.910000 sec): 3 clusters
  Score: Raw -377084.814933 + Penalty 2632.453821 = -374452.361112
  nChanged 11
		SP:Iteration 14Q (3653.920000 sec): 3 clusters
  Score: Raw -377089.555587 + Penalty 2632.453821 = -374457.101766
  nChanged 6
		SP:Iteration 15Q (3653.930000 sec): 3 clusters
  Score: Raw -377091.228448 + Penalty 2632.453821 = -374458.774627
  nChanged 5
		SP:Iteration 16Q (3653.940000 sec): 3 clusters
  Score: Raw -377092.828098 + Penalty 2632.453821 = -374460.374277
  nChanged 4
		SP:Iteration 17Q (3653.950000 sec): 3 clusters
  Score: Raw -377094.676163 + Penalty 2632.453821 = -374462.222342
  nChanged 2
		SP:Iteration 18Q (3653.950000 sec): 3 clusters
  Score: Raw -377095.265060 + Penalty 2632.453821 = -374462.811239
  nChanged 2
		SP:Iteration 19Q (3653.960000 sec): 3 clusters
  Score: Raw -377095.914930 + Penalty 2632.453821 = -374463.461109
  nChanged 2
		SP:Iteration 20F (3653.970000 sec): 3 clusters
  Score: Raw -377096.457104 + Penalty 2632.453821 = -374464.003283
  nChanged 2
		SP:Iteration 21Q (3653.980000 sec): 3 clusters
  Score: Raw -377097.227598 + Penalty 2632.453821 = -374464.773777
  nChanged 2
		SP:Iteration 22Q (3653.990000 sec): 3 clusters
  Score: Raw -377097.710286 + Penalty 2632.453821 = -374465.256465
  nChanged 2
		SP:Iteration 23Q (3653.990000 sec): 3 clusters
  Score: Raw -377098.170607 + Penalty 2632.453821 = -374465.716786
  nChanged 1
		SP:Iteration 24Q (3654.000000 sec): 3 clusters
  Score: Raw -377098.592077 + Penalty 2632.453821 = -374466.138256
  nChanged 1
		SP:Iteration 25Q (3654.010000 sec): 3 clusters
  Score: Raw -377098.885686 + Penalty 2632.453821 = -374466.431865
  nChanged 1
		SP:Iteration 26Q (3654.020000 sec): 3 clusters
  Score: Raw -377099.036525 + Penalty 2632.453821 = -374466.582704
  nChanged 0
		SP:Iteration 27F (3654.030000 sec): 3 clusters
  Score: Raw -377099.036525 + Penalty 2632.453821 = -374466.582704
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3654.050000 sec): 2 clusters
  Score: Raw -872169.628919 + Penalty 1459.870118 = -870709.758801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3654.070000 sec): 3 clusters
  Score: Raw -867768.277359 + Penalty 2919.740237 = -864848.537123
  nChanged 3396
		SP:Iteration 1F (3654.090000 sec): 3 clusters
  Score: Raw -869607.736008 + Penalty 2919.740237 = -866687.995772
  nChanged 533
		SP:Iteration 2F (3654.110000 sec): 3 clusters
  Score: Raw -869856.299950 + Penalty 2919.740237 = -866936.559714
  nChanged 459
		SP:Iteration 3F (3654.130000 sec): 3 clusters
  Score: Raw -870084.984976 + Penalty 2919.740237 = -867165.244739
  nChanged 401
		SP:Iteration 4F (3654.150000 sec): 3 clusters
  Score: Raw -870288.965129 + Penalty 2919.740237 = -867369.224892
  nChanged 370
		SP:Iteration 5Q (3654.170000 sec): 3 clusters
  Score: Raw -870503.349315 + Penalty 2919.740237 = -867583.609079
  nChanged 371
		SP:Iteration 6Q (3654.190000 sec): 3 clusters
  Score: Raw -870718.351138 + Penalty 2919.740237 = -867798.610901
  nChanged 360
		SP:Iteration 7Q (3654.210000 sec): 3 clusters
  Score: Raw -870940.273432 + Penalty 2919.740237 = -868020.533195
  nChanged 346
		SP:Iteration 8Q (3654.230000 sec): 3 clusters
  Score: Raw -871179.595998 + Penalty 2919.740237 = -868259.855761
  nChanged 326
		SP:Iteration 9Q (3654.250000 sec): 3 clusters
  Score: Raw -871387.030970 + Penalty 2919.740237 = -868467.290733
  nChanged 338
		SP:Iteration 10Q (3654.270000 sec): 3 clusters
  Score: Raw -871589.810593 + Penalty 2919.740237 = -868670.070357
  nChanged 313
		SP:Iteration 11Q (3654.290000 sec): 3 clusters
  Score: Raw -871756.426549 + Penalty 2919.740237 = -868836.686312
  nChanged 246
		SP:Iteration 12Q (3654.310000 sec): 3 clusters
  Score: Raw -871867.939692 + Penalty 2919.740237 = -868948.199456
  nChanged 213
		SP:Iteration 13Q (3654.330000 sec): 3 clusters
  Score: Raw -871948.377375 + Penalty 2919.740237 = -869028.637139
  nChanged 173
		SP:Iteration 14Q (3654.350000 sec): 3 clusters
  Score: Raw -872020.157337 + Penalty 2919.740237 = -869100.417101
  nChanged 154
		SP:Iteration 15Q (3654.370000 sec): 3 clusters
  Score: Raw -872081.949010 + Penalty 2919.740237 = -869162.208774
  nChanged 143
		SP:Iteration 16Q (3654.390000 sec): 3 clusters
  Score: Raw -872143.983393 + Penalty 2919.740237 = -869224.243156
  nChanged 136
		SP:Iteration 17Q (3654.410000 sec): 3 clusters
  Score: Raw -872199.383424 + Penalty 2919.740237 = -869279.643187
  nChanged 112
		SP:Iteration 18Q (3654.430000 sec): 3 clusters
  Score: Raw -872235.181575 + Penalty 2919.740237 = -869315.441339
  nChanged 86
		SP:Iteration 19Q (3654.450000 sec): 3 clusters
  Score: Raw -872258.696588 + Penalty 2919.740237 = -869338.956352
  nChanged 70
		SP:Iteration 20F (3654.470000 sec): 3 clusters
  Score: Raw -872275.941825 + Penalty 2919.740237 = -869356.201588
  nChanged 66
		SP:Iteration 21Q (3654.490000 sec): 3 clusters
  Score: Raw -872292.098343 + Penalty 2919.740237 = -869372.358106
  nChanged 56
		SP:Iteration 22Q (3654.510000 sec): 3 clusters
  Score: Raw -872304.139110 + Penalty 2919.740237 = -869384.398873
  nChanged 46
		SP:Iteration 23Q (3654.530000 sec): 3 clusters
  Score: Raw -872314.623798 + Penalty 2919.740237 = -869394.883562
  nChanged 36
		SP:Iteration 24Q (3654.550000 sec): 3 clusters
  Score: Raw -872322.950216 + Penalty 2919.740237 = -869403.209980
  nChanged 37
		SP:Iteration 25Q (3654.570000 sec): 3 clusters
  Score: Raw -872329.469727 + Penalty 2919.740237 = -869409.729490
  nChanged 29
		SP:Iteration 26Q (3654.590000 sec): 3 clusters
  Score: Raw -872333.078485 + Penalty 2919.740237 = -869413.338249
  nChanged 25
		SP:Iteration 27Q (3654.610000 sec): 3 clusters
  Score: Raw -872337.393347 + Penalty 2919.740237 = -869417.653111
  nChanged 25
		SP:Iteration 28Q (3654.630000 sec): 3 clusters
  Score: Raw -872342.186671 + Penalty 2919.740237 = -869422.446434
  nChanged 22
		SP:Iteration 29Q (3654.650000 sec): 3 clusters
  Score: Raw -872346.213411 + Penalty 2919.740237 = -869426.473174
  nChanged 21
		SP:Iteration 30Q (3654.670000 sec): 3 clusters
  Score: Raw -872349.062670 + Penalty 2919.740237 = -869429.322433
  nChanged 21
		SP:Iteration 31Q (3654.690000 sec): 3 clusters
  Score: Raw -872351.492494 + Penalty 2919.740237 = -869431.752257
  nChanged 12
		SP:Iteration 32Q (3654.700000 sec): 3 clusters
  Score: Raw -872352.753567 + Penalty 2919.740237 = -869433.013331
  nChanged 12
		SP:Iteration 33Q (3654.720000 sec): 3 clusters
  Score: Raw -872354.541907 + Penalty 2919.740237 = -869434.801670
  nChanged 9
		SP:Iteration 34Q (3654.740000 sec): 3 clusters
  Score: Raw -872356.209082 + Penalty 2919.740237 = -869436.468845
  nChanged 8
		SP:Iteration 35Q (3654.760000 sec): 3 clusters
  Score: Raw -872357.169860 + Penalty 2919.740237 = -869437.429623
  nChanged 8
		SP:Iteration 36Q (3654.780000 sec): 3 clusters
  Score: Raw -872358.257285 + Penalty 2919.740237 = -869438.517048
  nChanged 7
		SP:Iteration 37Q (3654.800000 sec): 3 clusters
  Score: Raw -872359.121531 + Penalty 2919.740237 = -869439.381294
  nChanged 3
		SP:Iteration 38Q (3654.820000 sec): 3 clusters
  Score: Raw -872359.437155 + Penalty 2919.740237 = -869439.696919
  nChanged 4
		SP:Iteration 39Q (3654.830000 sec): 3 clusters
  Score: Raw -872359.848653 + Penalty 2919.740237 = -869440.108416
  nChanged 3
		SP:Iteration 40F (3654.850000 sec): 3 clusters
  Score: Raw -872360.091256 + Penalty 2919.740237 = -869440.351019
  nChanged 2
		SP:Iteration 41Q (3654.870000 sec): 3 clusters
  Score: Raw -872360.297337 + Penalty 2919.740237 = -869440.557100
  nChanged 5
		SP:Iteration 42Q (3654.890000 sec): 3 clusters
  Score: Raw -872360.856206 + Penalty 2919.740237 = -869441.115970
  nChanged 6
		SP:Iteration 43Q (3654.910000 sec): 3 clusters
  Score: Raw -872361.556101 + Penalty 2919.740237 = -869441.815864
  nChanged 6
		SP:Iteration 44Q (3654.930000 sec): 3 clusters
  Score: Raw -872362.641025 + Penalty 2919.740237 = -869442.900788
  nChanged 10
		SP:Iteration 45Q (3654.950000 sec): 3 clusters
  Score: Raw -872364.082997 + Penalty 2919.740237 = -869444.342761
  nChanged 10
		SP:Iteration 46Q (3654.970000 sec): 3 clusters
  Score: Raw -872365.329914 + Penalty 2919.740237 = -869445.589677
  nChanged 11
		SP:Iteration 47Q (3654.990000 sec): 3 clusters
  Score: Raw -872366.731352 + Penalty 2919.740237 = -869446.991115
  nChanged 12
		SP:Iteration 48Q (3655.010000 sec): 3 clusters
  Score: Raw -872368.622849 + Penalty 2919.740237 = -869448.882612
  nChanged 12
		SP:Iteration 49Q (3655.030000 sec): 3 clusters
  Score: Raw -872370.615939 + Penalty 2919.740237 = -869450.875703
  nChanged 12
		SP:Iteration 50Q (3655.050000 sec): 3 clusters
  Score: Raw -872372.647691 + Penalty 2919.740237 = -869452.907454
  nChanged 18
		SP:Iteration 51Q (3655.060000 sec): 3 clusters
  Score: Raw -872376.214643 + Penalty 2919.740237 = -869456.474406
  nChanged 16
		SP:Iteration 52Q (3655.080000 sec): 3 clusters
  Score: Raw -872379.135942 + Penalty 2919.740237 = -869459.395706
  nChanged 18
		SP:Iteration 53Q (3655.100000 sec): 3 clusters
  Score: Raw -872383.224096 + Penalty 2919.740237 = -869463.483860
  nChanged 16
		SP:Iteration 54Q (3655.120000 sec): 3 clusters
  Score: Raw -872385.739128 + Penalty 2919.740237 = -869465.998892
  nChanged 10
		SP:Iteration 55Q (3655.140000 sec): 3 clusters
  Score: Raw -872387.597391 + Penalty 2919.740237 = -869467.857154
  nChanged 10
		SP:Iteration 56Q (3655.160000 sec): 3 clusters
  Score: Raw -872389.251280 + Penalty 2919.740237 = -869469.511043
  nChanged 9
		SP:Iteration 57Q (3655.180000 sec): 3 clusters
  Score: Raw -872390.420589 + Penalty 2919.740237 = -869470.680353
  nChanged 7
		SP:Iteration 58Q (3655.190000 sec): 3 clusters
  Score: Raw -872391.926393 + Penalty 2919.740237 = -869472.186156
  nChanged 9
		SP:Iteration 59Q (3655.210000 sec): 3 clusters
  Score: Raw -872393.498725 + Penalty 2919.740237 = -869473.758489
  nChanged 7
		SP:Iteration 60F (3655.230000 sec): 3 clusters
  Score: Raw -872394.494623 + Penalty 2919.740237 = -869474.754386
  nChanged 7
		SP:Iteration 61Q (3655.250000 sec): 3 clusters
  Score: Raw -872395.113610 + Penalty 2919.740237 = -869475.373374
  nChanged 4
		SP:Iteration 62Q (3655.270000 sec): 3 clusters
  Score: Raw -872395.360303 + Penalty 2919.740237 = -869475.620067
  nChanged 3
		SP:Iteration 63Q (3655.290000 sec): 3 clusters
  Score: Raw -872395.802340 + Penalty 2919.740237 = -869476.062103
  nChanged 6
		SP:Iteration 64Q (3655.310000 sec): 3 clusters
  Score: Raw -872396.653861 + Penalty 2919.740237 = -869476.913624
  nChanged 10
		SP:Iteration 65Q (3655.330000 sec): 3 clusters
  Score: Raw -872398.076414 + Penalty 2919.740237 = -869478.336178
  nChanged 5
		SP:Iteration 66Q (3655.350000 sec): 3 clusters
  Score: Raw -872398.987087 + Penalty 2919.740237 = -869479.246850
  nChanged 8
		SP:Iteration 67Q (3655.370000 sec): 3 clusters
  Score: Raw -872399.677494 + Penalty 2919.740237 = -869479.937258
  nChanged 7
		SP:Iteration 68Q (3655.390000 sec): 3 clusters
  Score: Raw -872400.345509 + Penalty 2919.740237 = -869480.605273
  nChanged 8
		SP:Iteration 69Q (3655.400000 sec): 3 clusters
  Score: Raw -872401.419163 + Penalty 2919.740237 = -869481.678926
  nChanged 6
		SP:Iteration 70Q (3655.420000 sec): 3 clusters
  Score: Raw -872402.093560 + Penalty 2919.740237 = -869482.353323
  nChanged 5
		SP:Iteration 71Q (3655.440000 sec): 3 clusters
  Score: Raw -872403.151272 + Penalty 2919.740237 = -869483.411036
  nChanged 9
		SP:Iteration 72Q (3655.460000 sec): 3 clusters
  Score: Raw -872404.447171 + Penalty 2919.740237 = -869484.706935
  nChanged 7
		SP:Iteration 73Q (3655.480000 sec): 3 clusters
  Score: Raw -872405.604309 + Penalty 2919.740237 = -869485.864072
  nChanged 6
		SP:Iteration 74Q (3655.500000 sec): 3 clusters
  Score: Raw -872406.490114 + Penalty 2919.740237 = -869486.749877
  nChanged 9
		SP:Iteration 75Q (3655.520000 sec): 3 clusters
  Score: Raw -872407.650338 + Penalty 2919.740237 = -869487.910102
  nChanged 6
		SP:Iteration 76Q (3655.530000 sec): 3 clusters
  Score: Raw -872408.431908 + Penalty 2919.740237 = -869488.691672
  nChanged 8
		SP:Iteration 77Q (3655.550000 sec): 3 clusters
  Score: Raw -872409.556762 + Penalty 2919.740237 = -869489.816526
  nChanged 6
		SP:Iteration 78Q (3655.570000 sec): 3 clusters
  Score: Raw -872410.410654 + Penalty 2919.740237 = -869490.670417
  nChanged 5
		SP:Iteration 79Q (3655.590000 sec): 3 clusters
  Score: Raw -872411.114875 + Penalty 2919.740237 = -869491.374638
  nChanged 9
		SP:Iteration 80F (3655.610000 sec): 3 clusters
  Score: Raw -872412.780955 + Penalty 2919.740237 = -869493.040718
  nChanged 8
		SP:Iteration 81Q (3655.630000 sec): 3 clusters
  Score: Raw -872414.484803 + Penalty 2919.740237 = -869494.744567
  nChanged 11
		SP:Iteration 82Q (3655.650000 sec): 3 clusters
  Score: Raw -872416.443502 + Penalty 2919.740237 = -869496.703266
  nChanged 12
		SP:Iteration 83Q (3655.670000 sec): 3 clusters
  Score: Raw -872418.524863 + Penalty 2919.740237 = -869498.784626
  nChanged 19
		SP:Iteration 84Q (3655.690000 sec): 3 clusters
  Score: Raw -872422.310923 + Penalty 2919.740237 = -869502.570686
  nChanged 16
		SP:Iteration 85Q (3655.710000 sec): 3 clusters
  Score: Raw -872425.468405 + Penalty 2919.740237 = -869505.728169
  nChanged 18
		SP:Iteration 86Q (3655.730000 sec): 3 clusters
  Score: Raw -872429.083799 + Penalty 2919.740237 = -869509.343562
  nChanged 18
		SP:Iteration 87Q (3655.740000 sec): 3 clusters
  Score: Raw -872432.832293 + Penalty 2919.740237 = -869513.092057
  nChanged 25
		SP:Iteration 88Q (3655.760000 sec): 3 clusters
  Score: Raw -872436.697352 + Penalty 2919.740237 = -869516.957116
  nChanged 20
		SP:Iteration 89Q (3655.780000 sec): 3 clusters
  Score: Raw -872439.543257 + Penalty 2919.740237 = -869519.803020
  nChanged 13
		SP:Iteration 90Q (3655.800000 sec): 3 clusters
  Score: Raw -872441.779896 + Penalty 2919.740237 = -869522.039660
  nChanged 14
		SP:Iteration 91Q (3655.820000 sec): 3 clusters
  Score: Raw -872443.306694 + Penalty 2919.740237 = -869523.566458
  nChanged 7
		SP:Iteration 92Q (3655.840000 sec): 3 clusters
  Score: Raw -872444.090426 + Penalty 2919.740237 = -869524.350190
  nChanged 7
		SP:Iteration 93Q (3655.860000 sec): 3 clusters
  Score: Raw -872444.836869 + Penalty 2919.740237 = -869525.096632
  nChanged 5
		SP:Iteration 94Q (3655.870000 sec): 3 clusters
  Score: Raw -872445.335990 + Penalty 2919.740237 = -869525.595753
  nChanged 3
		SP:Iteration 95Q (3655.890000 sec): 3 clusters
  Score: Raw -872445.678026 + Penalty 2919.740237 = -869525.937789
  nChanged 5
		SP:Iteration 96Q (3655.910000 sec): 3 clusters
  Score: Raw -872446.182736 + Penalty 2919.740237 = -869526.442499
  nChanged 5
		SP:Iteration 97Q (3655.930000 sec): 3 clusters
  Score: Raw -872446.880081 + Penalty 2919.740237 = -869527.139845
  nChanged 6
		SP:Iteration 98Q (3655.950000 sec): 3 clusters
  Score: Raw -872447.799057 + Penalty 2919.740237 = -869528.058820
  nChanged 4
		SP:Iteration 99Q (3655.970000 sec): 3 clusters
  Score: Raw -872448.321677 + Penalty 2919.740237 = -869528.581440
  nChanged 2
		SP:Iteration 100F (3655.990000 sec): 3 clusters
  Score: Raw -872448.475181 + Penalty 2919.740237 = -869528.734944
  nChanged 2
		SP:Iteration 101Q (3656.010000 sec): 3 clusters
  Score: Raw -872448.609171 + Penalty 2919.740237 = -869528.868934
  nChanged 3
		SP:Iteration 102Q (3656.030000 sec): 3 clusters
  Score: Raw -872448.935571 + Penalty 2919.740237 = -869529.195334
  nChanged 4
		SP:Iteration 103Q (3656.050000 sec): 3 clusters
  Score: Raw -872449.169749 + Penalty 2919.740237 = -869529.429512
  nChanged 1
		SP:Iteration 104Q (3656.070000 sec): 3 clusters
  Score: Raw -872449.239168 + Penalty 2919.740237 = -869529.498932
  nChanged 0
		SP:Iteration 105F (3656.090000 sec): 3 clusters
  Score: Raw -872449.239168 + Penalty 2919.740237 = -869529.498932
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3656.100000 sec): 2 clusters
  Score: Raw -407372.116604 + Penalty 1341.191805 = -406030.924799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3656.110000 sec): 3 clusters
  Score: Raw -405422.293545 + Penalty 2682.383609 = -402739.909936
  nChanged 1532
		SP:Iteration 1F (3656.120000 sec): 3 clusters
  Score: Raw -406432.222541 + Penalty 2682.383609 = -403749.838932
  nChanged 327
		SP:Iteration 2F (3656.130000 sec): 3 clusters
  Score: Raw -406644.645907 + Penalty 2682.383609 = -403962.262298
  nChanged 209
		SP:Iteration 3F (3656.140000 sec): 3 clusters
  Score: Raw -406784.489875 + Penalty 2682.383609 = -404102.106266
  nChanged 171
		SP:Iteration 4Q (3656.150000 sec): 3 clusters
  Score: Raw -406901.083800 + Penalty 2682.383609 = -404218.700191
  nChanged 164
		SP:Iteration 5Q (3656.160000 sec): 3 clusters
  Score: Raw -406992.607953 + Penalty 2682.383609 = -404310.224343
  nChanged 133
		SP:Iteration 6Q (3656.170000 sec): 3 clusters
  Score: Raw -407083.689149 + Penalty 2682.383609 = -404401.305540
  nChanged 118
		SP:Iteration 7Q (3656.180000 sec): 3 clusters
  Score: Raw -407167.557437 + Penalty 2682.383609 = -404485.173827
  nChanged 123
		SP:Iteration 8Q (3656.190000 sec): 3 clusters
  Score: Raw -407260.001990 + Penalty 2682.383609 = -404577.618381
  nChanged 114
		SP:Iteration 9Q (3656.190000 sec): 3 clusters
  Score: Raw -407330.436732 + Penalty 2682.383609 = -404648.053123
  nChanged 95
		SP:Iteration 10Q (3656.210000 sec): 3 clusters
  Score: Raw -407397.963649 + Penalty 2682.383609 = -404715.580040
  nChanged 94
		SP:Iteration 11Q (3656.210000 sec): 3 clusters
  Score: Raw -407462.476508 + Penalty 2682.383609 = -404780.092899
  nChanged 100
		SP:Iteration 12Q (3656.220000 sec): 3 clusters
  Score: Raw -407523.305173 + Penalty 2682.383609 = -404840.921564
  nChanged 79
		SP:Iteration 13Q (3656.230000 sec): 3 clusters
  Score: Raw -407570.687428 + Penalty 2682.383609 = -404888.303819
  nChanged 72
		SP:Iteration 14Q (3656.240000 sec): 3 clusters
  Score: Raw -407607.601817 + Penalty 2682.383609 = -404925.218208
  nChanged 59
		SP:Iteration 15Q (3656.250000 sec): 3 clusters
  Score: Raw -407634.237421 + Penalty 2682.383609 = -404951.853812
  nChanged 43
		SP:Iteration 16Q (3656.260000 sec): 3 clusters
  Score: Raw -407651.306372 + Penalty 2682.383609 = -404968.922763
  nChanged 37
		SP:Iteration 17Q (3656.270000 sec): 3 clusters
  Score: Raw -407668.794793 + Penalty 2682.383609 = -404986.411184
  nChanged 41
		SP:Iteration 18Q (3656.280000 sec): 3 clusters
  Score: Raw -407684.911807 + Penalty 2682.383609 = -405002.528197
  nChanged 23
		SP:Iteration 19Q (3656.290000 sec): 3 clusters
  Score: Raw -407693.229207 + Penalty 2682.383609 = -405010.845598
  nChanged 18
		SP:Iteration 20F (3656.290000 sec): 3 clusters
  Score: Raw -407700.130204 + Penalty 2682.383609 = -405017.746595
  nChanged 16
		SP:Iteration 21Q (3656.310000 sec): 3 clusters
  Score: Raw -407708.109913 + Penalty 2682.383609 = -405025.726304
  nChanged 16
		SP:Iteration 22Q (3656.310000 sec): 3 clusters
  Score: Raw -407714.604722 + Penalty 2682.383609 = -405032.221113
  nChanged 19
		SP:Iteration 23Q (3656.320000 sec): 3 clusters
  Score: Raw -407723.096568 + Penalty 2682.383609 = -405040.712959
  nChanged 28
		SP:Iteration 24Q (3656.330000 sec): 3 clusters
  Score: Raw -407735.890733 + Penalty 2682.383609 = -405053.507124
  nChanged 29
		SP:Iteration 25Q (3656.340000 sec): 3 clusters
  Score: Raw -407745.048226 + Penalty 2682.383609 = -405062.664617
  nChanged 16
		SP:Iteration 26Q (3656.350000 sec): 3 clusters
  Score: Raw -407750.808288 + Penalty 2682.383609 = -405068.424679
  nChanged 21
		SP:Iteration 27Q (3656.360000 sec): 3 clusters
  Score: Raw -407757.485427 + Penalty 2682.383609 = -405075.101818
  nChanged 22
		SP:Iteration 28Q (3656.370000 sec): 3 clusters
  Score: Raw -407766.350166 + Penalty 2682.383609 = -405083.966557
  nChanged 19
		SP:Iteration 29Q (3656.370000 sec): 3 clusters
  Score: Raw -407772.436983 + Penalty 2682.383609 = -405090.053374
  nChanged 16
		SP:Iteration 30Q (3656.390000 sec): 3 clusters
  Score: Raw -407776.519189 + Penalty 2682.383609 = -405094.135580
  nChanged 10
		SP:Iteration 31Q (3656.390000 sec): 3 clusters
  Score: Raw -407779.591438 + Penalty 2682.383609 = -405097.207829
  nChanged 8
		SP:Iteration 32Q (3656.400000 sec): 3 clusters
  Score: Raw -407781.012512 + Penalty 2682.383609 = -405098.628902
  nChanged 3
		SP:Iteration 33Q (3656.410000 sec): 3 clusters
  Score: Raw -407781.721951 + Penalty 2682.383609 = -405099.338342
  nChanged 3
		SP:Iteration 34Q (3656.420000 sec): 3 clusters
  Score: Raw -407782.601025 + Penalty 2682.383609 = -405100.217416
  nChanged 1
		SP:Iteration 35Q (3656.430000 sec): 3 clusters
  Score: Raw -407782.836524 + Penalty 2682.383609 = -405100.452914
  nChanged 3
		SP:Iteration 36Q (3656.440000 sec): 3 clusters
  Score: Raw -407783.530502 + Penalty 2682.383609 = -405101.146893
  nChanged 2
		SP:Iteration 37Q (3656.450000 sec): 3 clusters
  Score: Raw -407783.958777 + Penalty 2682.383609 = -405101.575168
  nChanged 0
		SP:Iteration 38F (3656.460000 sec): 3 clusters
  Score: Raw -407783.958777 + Penalty 2682.383609 = -405101.575168
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3656.580000 sec): 2 clusters
  Score: Raw -4582609.791875 + Penalty 1717.367484 = -4580892.424391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3656.680000 sec): 3 clusters
  Score: Raw -4558121.039190 + Penalty 3434.734967 = -4554686.304223
  nChanged 18190
		SP:Iteration 1F (3656.780000 sec): 3 clusters
  Score: Raw -4568534.960366 + Penalty 3434.734967 = -4565100.225399
  nChanged 1759
		SP:Iteration 2Q (3656.890000 sec): 3 clusters
  Score: Raw -4569145.685196 + Penalty 3434.734967 = -4565710.950229
  nChanged 1789
		SP:Iteration 3Q (3656.990000 sec): 3 clusters
  Score: Raw -4569879.391586 + Penalty 3434.734967 = -4566444.656619
  nChanged 1989
		SP:Iteration 4F (3657.100000 sec): 3 clusters
  Score: Raw -4570795.853688 + Penalty 3434.734967 = -4567361.118720
  nChanged 2171
		SP:Iteration 5F (3657.200000 sec): 3 clusters
  Score: Raw -4571872.590811 + Penalty 3434.734967 = -4568437.855844
  nChanged 2219
		SP:Iteration 6F (3657.300000 sec): 3 clusters
  Score: Raw -4572941.722032 + Penalty 3434.734967 = -4569506.987065
  nChanged 2097
		SP:Iteration 7F (3657.410000 sec): 3 clusters
  Score: Raw -4573888.036896 + Penalty 3434.734967 = -4570453.301929
  nChanged 1828
		SP:Iteration 8Q (3657.510000 sec): 3 clusters
  Score: Raw -4574602.979120 + Penalty 3434.734967 = -4571168.244153
  nChanged 1472
		SP:Iteration 9Q (3657.610000 sec): 3 clusters
  Score: Raw -4575084.113761 + Penalty 3434.734967 = -4571649.378794
  nChanged 1166
		SP:Iteration 10Q (3657.720000 sec): 3 clusters
  Score: Raw -4575404.117100 + Penalty 3434.734967 = -4571969.382133
  nChanged 963
		SP:Iteration 11Q (3657.820000 sec): 3 clusters
  Score: Raw -4575652.625064 + Penalty 3434.734967 = -4572217.890097
  nChanged 839
		SP:Iteration 12Q (3657.930000 sec): 3 clusters
  Score: Raw -4575886.384323 + Penalty 3434.734967 = -4572451.649356
  nChanged 841
		SP:Iteration 13Q (3658.030000 sec): 3 clusters
  Score: Raw -4576155.650379 + Penalty 3434.734967 = -4572720.915412
  nChanged 820
		SP:Iteration 14Q (3658.130000 sec): 3 clusters
  Score: Raw -4576472.641079 + Penalty 3434.734967 = -4573037.906112
  nChanged 914
		SP:Iteration 15Q (3658.240000 sec): 3 clusters
  Score: Raw -4576874.994619 + Penalty 3434.734967 = -4573440.259652
  nChanged 938
		SP:Iteration 16Q (3658.340000 sec): 3 clusters
  Score: Raw -4577348.224191 + Penalty 3434.734967 = -4573913.489224
  nChanged 958
		SP:Iteration 17Q (3658.450000 sec): 3 clusters
  Score: Raw -4577907.547692 + Penalty 3434.734967 = -4574472.812725
  nChanged 993
		SP:Iteration 18Q (3658.550000 sec): 3 clusters
  Score: Raw -4578580.353093 + Penalty 3434.734967 = -4575145.618126
  nChanged 980
		SP:Iteration 19Q (3658.650000 sec): 3 clusters
  Score: Raw -4579271.482419 + Penalty 3434.734967 = -4575836.747452
  nChanged 884
		SP:Iteration 20F (3658.750000 sec): 3 clusters
  Score: Raw -4579802.942299 + Penalty 3434.734967 = -4576368.207332
  nChanged 741
		SP:Iteration 21Q (3658.850000 sec): 3 clusters
  Score: Raw -4580212.640250 + Penalty 3434.734967 = -4576777.905282
  nChanged 634
		SP:Iteration 22Q (3658.950000 sec): 3 clusters
  Score: Raw -4580510.321882 + Penalty 3434.734967 = -4577075.586915
  nChanged 517
		SP:Iteration 23Q (3659.040000 sec): 3 clusters
  Score: Raw -4580740.092598 + Penalty 3434.734967 = -4577305.357631
  nChanged 454
		SP:Iteration 24Q (3659.130000 sec): 3 clusters
  Score: Raw -4580924.920484 + Penalty 3434.734967 = -4577490.185517
  nChanged 415
		SP:Iteration 25Q (3659.210000 sec): 3 clusters
  Score: Raw -4581079.228351 + Penalty 3434.734967 = -4577644.493384
  nChanged 391
		SP:Iteration 26Q (3659.300000 sec): 3 clusters
  Score: Raw -4581231.949802 + Penalty 3434.734967 = -4577797.214835
  nChanged 388
		SP:Iteration 27Q (3659.390000 sec): 3 clusters
  Score: Raw -4581391.815778 + Penalty 3434.734967 = -4577957.080810
  nChanged 369
		SP:Iteration 28Q (3659.470000 sec): 3 clusters
  Score: Raw -4581543.268309 + Penalty 3434.734967 = -4578108.533342
  nChanged 350
		SP:Iteration 29Q (3659.550000 sec): 3 clusters
  Score: Raw -4581693.793377 + Penalty 3434.734967 = -4578259.058410
  nChanged 334
		SP:Iteration 30Q (3659.640000 sec): 3 clusters
  Score: Raw -4581842.851055 + Penalty 3434.734967 = -4578408.116088
  nChanged 305
		SP:Iteration 31Q (3659.720000 sec): 3 clusters
  Score: Raw -4581967.721065 + Penalty 3434.734967 = -4578532.986098
  nChanged 265
		SP:Iteration 32Q (3659.800000 sec): 3 clusters
  Score: Raw -4582080.073745 + Penalty 3434.734967 = -4578645.338778
  nChanged 267
		SP:Iteration 33Q (3659.880000 sec): 3 clusters
  Score: Raw -4582196.862229 + Penalty 3434.734967 = -4578762.127262
  nChanged 259
		SP:Iteration 34Q (3659.960000 sec): 3 clusters
  Score: Raw -4582313.994908 + Penalty 3434.734967 = -4578879.259940
  nChanged 246
		SP:Iteration 35Q (3660.040000 sec): 3 clusters
  Score: Raw -4582429.120927 + Penalty 3434.734967 = -4578994.385960
  nChanged 229
		SP:Iteration 36Q (3660.120000 sec): 3 clusters
  Score: Raw -4582536.698202 + Penalty 3434.734967 = -4579101.963235
  nChanged 182
		SP:Iteration 37Q (3660.190000 sec): 3 clusters
  Score: Raw -4582619.384403 + Penalty 3434.734967 = -4579184.649436
  nChanged 159
		SP:Iteration 38Q (3660.270000 sec): 3 clusters
  Score: Raw -4582695.015562 + Penalty 3434.734967 = -4579260.280595
  nChanged 134
		SP:Iteration 39Q (3660.350000 sec): 3 clusters
  Score: Raw -4582752.689104 + Penalty 3434.734967 = -4579317.954137
  nChanged 122
		SP:Iteration 40F (3660.450000 sec): 3 clusters
  Score: Raw -4582807.863755 + Penalty 3434.734967 = -4579373.128788
  nChanged 102
		SP:Iteration 41Q (3660.520000 sec): 3 clusters
  Score: Raw -4582853.319075 + Penalty 3434.734967 = -4579418.584108
  nChanged 90
		SP:Iteration 42Q (3660.600000 sec): 3 clusters
  Score: Raw -4582900.419002 + Penalty 3434.734967 = -4579465.684035
  nChanged 78
		SP:Iteration 43Q (3660.670000 sec): 3 clusters
  Score: Raw -4582935.587069 + Penalty 3434.734967 = -4579500.852102
  nChanged 64
		SP:Iteration 44Q (3660.740000 sec): 3 clusters
  Score: Raw -4582961.422852 + Penalty 3434.734967 = -4579526.687885
  nChanged 51
		SP:Iteration 45Q (3660.820000 sec): 3 clusters
  Score: Raw -4582982.321101 + Penalty 3434.734967 = -4579547.586134
  nChanged 44
		SP:Iteration 46Q (3660.890000 sec): 3 clusters
  Score: Raw -4583002.928614 + Penalty 3434.734967 = -4579568.193647
  nChanged 44
		SP:Iteration 47Q (3660.970000 sec): 3 clusters
  Score: Raw -4583025.974472 + Penalty 3434.734967 = -4579591.239505
  nChanged 43
		SP:Iteration 48Q (3661.040000 sec): 3 clusters
  Score: Raw -4583044.373593 + Penalty 3434.734967 = -4579609.638626
  nChanged 31
		SP:Iteration 49Q (3661.110000 sec): 3 clusters
  Score: Raw -4583057.967391 + Penalty 3434.734967 = -4579623.232424
  nChanged 23
		SP:Iteration 50Q (3661.180000 sec): 3 clusters
  Score: Raw -4583068.805570 + Penalty 3434.734967 = -4579634.070603
  nChanged 20
		SP:Iteration 51Q (3661.250000 sec): 3 clusters
  Score: Raw -4583077.386331 + Penalty 3434.734967 = -4579642.651364
  nChanged 21
		SP:Iteration 52Q (3661.320000 sec): 3 clusters
  Score: Raw -4583087.096172 + Penalty 3434.734967 = -4579652.361205
  nChanged 20
		SP:Iteration 53Q (3661.390000 sec): 3 clusters
  Score: Raw -4583095.670648 + Penalty 3434.734967 = -4579660.935680
  nChanged 20
		SP:Iteration 54Q (3661.470000 sec): 3 clusters
  Score: Raw -4583102.245700 + Penalty 3434.734967 = -4579667.510733
  nChanged 19
		SP:Iteration 55Q (3661.540000 sec): 3 clusters
  Score: Raw -4583109.843284 + Penalty 3434.734967 = -4579675.108316
  nChanged 15
		SP:Iteration 56Q (3661.610000 sec): 3 clusters
  Score: Raw -4583115.443613 + Penalty 3434.734967 = -4579680.708646
  nChanged 9
		SP:Iteration 57Q (3661.680000 sec): 3 clusters
  Score: Raw -4583119.203130 + Penalty 3434.734967 = -4579684.468163
  nChanged 10
		SP:Iteration 58Q (3661.750000 sec): 3 clusters
  Score: Raw -4583124.008285 + Penalty 3434.734967 = -4579689.273318
  nChanged 12
		SP:Iteration 59Q (3661.830000 sec): 3 clusters
  Score: Raw -4583129.563707 + Penalty 3434.734967 = -4579694.828740
  nChanged 12
		SP:Iteration 60F (3661.930000 sec): 3 clusters
  Score: Raw -4583134.592380 + Penalty 3434.734967 = -4579699.857413
  nChanged 9
		SP:Iteration 61Q (3662.000000 sec): 3 clusters
  Score: Raw -4583137.921270 + Penalty 3434.734967 = -4579703.186302
  nChanged 9
		SP:Iteration 62Q (3662.070000 sec): 3 clusters
  Score: Raw -4583141.670010 + Penalty 3434.734967 = -4579706.935043
  nChanged 6
		SP:Iteration 63Q (3662.140000 sec): 3 clusters
  Score: Raw -4583143.860836 + Penalty 3434.734967 = -4579709.125869
  nChanged 7
		SP:Iteration 64Q (3662.210000 sec): 3 clusters
  Score: Raw -4583146.647580 + Penalty 3434.734967 = -4579711.912613
  nChanged 3
		SP:Iteration 65Q (3662.280000 sec): 3 clusters
  Score: Raw -4583147.488696 + Penalty 3434.734967 = -4579712.753729
  nChanged 1
		SP:Iteration 66Q (3662.350000 sec): 3 clusters
  Score: Raw -4583147.875363 + Penalty 3434.734967 = -4579713.140396
  nChanged 0
		SP:Iteration 67F (3662.450000 sec): 3 clusters
  Score: Raw -4583147.875363 + Penalty 3434.734967 = -4579713.140396
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (14963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3662.510000 sec): 2 clusters
  Score: Raw -1617091.622174 + Penalty 1562.167062 = -1615529.455112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3662.550000 sec): 3 clusters
  Score: Raw -1608277.860672 + Penalty 3124.334124 = -1605153.526548
  nChanged 6661
		SP:Iteration 1F (3662.590000 sec): 3 clusters
  Score: Raw -1612220.706237 + Penalty 3124.334124 = -1609096.372113
  nChanged 1054
		SP:Iteration 2F (3662.630000 sec): 3 clusters
  Score: Raw -1612880.964840 + Penalty 3124.334124 = -1609756.630716
  nChanged 1017
		SP:Iteration 3F (3662.670000 sec): 3 clusters
  Score: Raw -1613522.299204 + Penalty 3124.334124 = -1610397.965080
  nChanged 950
		SP:Iteration 4F (3662.700000 sec): 3 clusters
  Score: Raw -1614087.085502 + Penalty 3124.334124 = -1610962.751378
  nChanged 848
		SP:Iteration 5F (3662.740000 sec): 3 clusters
  Score: Raw -1614521.096713 + Penalty 3124.334124 = -1611396.762589
  nChanged 690
		SP:Iteration 6Q (3662.780000 sec): 3 clusters
  Score: Raw -1614831.038429 + Penalty 3124.334124 = -1611706.704305
  nChanged 536
		SP:Iteration 7Q (3662.830000 sec): 3 clusters
  Score: Raw -1615037.888017 + Penalty 3124.334124 = -1611913.553893
  nChanged 444
		SP:Iteration 8Q (3662.860000 sec): 3 clusters
  Score: Raw -1615207.777810 + Penalty 3124.334124 = -1612083.443686
  nChanged 419
		SP:Iteration 9Q (3662.900000 sec): 3 clusters
  Score: Raw -1615347.617184 + Penalty 3124.334124 = -1612223.283060
  nChanged 343
		SP:Iteration 10Q (3662.940000 sec): 3 clusters
  Score: Raw -1615455.710623 + Penalty 3124.334124 = -1612331.376499
  nChanged 298
		SP:Iteration 11Q (3662.980000 sec): 3 clusters
  Score: Raw -1615540.942062 + Penalty 3124.334124 = -1612416.607938
  nChanged 266
		SP:Iteration 12Q (3663.020000 sec): 3 clusters
  Score: Raw -1615609.309561 + Penalty 3124.334124 = -1612484.975437
  nChanged 246
		SP:Iteration 13Q (3663.060000 sec): 3 clusters
  Score: Raw -1615670.009424 + Penalty 3124.334124 = -1612545.675300
  nChanged 223
		SP:Iteration 14Q (3663.090000 sec): 3 clusters
  Score: Raw -1615739.101931 + Penalty 3124.334124 = -1612614.767807
  nChanged 223
		SP:Iteration 15Q (3663.130000 sec): 3 clusters
  Score: Raw -1615809.897769 + Penalty 3124.334124 = -1612685.563645
  nChanged 256
		SP:Iteration 16Q (3663.170000 sec): 3 clusters
  Score: Raw -1615894.284650 + Penalty 3124.334124 = -1612769.950526
  nChanged 275
		SP:Iteration 17Q (3663.210000 sec): 3 clusters
  Score: Raw -1615995.338174 + Penalty 3124.334124 = -1612871.004050
  nChanged 277
		SP:Iteration 18Q (3663.240000 sec): 3 clusters
  Score: Raw -1616106.830806 + Penalty 3124.334124 = -1612982.496682
  nChanged 264
		SP:Iteration 19Q (3663.280000 sec): 3 clusters
  Score: Raw -1616210.396314 + Penalty 3124.334124 = -1613086.062190
  nChanged 245
		SP:Iteration 20F (3663.320000 sec): 3 clusters
  Score: Raw -1616295.173642 + Penalty 3124.334124 = -1613170.839518
  nChanged 220
		SP:Iteration 21Q (3663.350000 sec): 3 clusters
  Score: Raw -1616356.571993 + Penalty 3124.334124 = -1613232.237869
  nChanged 192
		SP:Iteration 22Q (3663.390000 sec): 3 clusters
  Score: Raw -1616420.480973 + Penalty 3124.334124 = -1613296.146849
  nChanged 210
		SP:Iteration 23Q (3663.430000 sec): 3 clusters
  Score: Raw -1616492.692272 + Penalty 3124.334124 = -1613368.358148
  nChanged 186
		SP:Iteration 24Q (3663.470000 sec): 3 clusters
  Score: Raw -1616538.032892 + Penalty 3124.334124 = -1613413.698768
  nChanged 147
		SP:Iteration 25Q (3663.500000 sec): 3 clusters
  Score: Raw -1616569.041459 + Penalty 3124.334124 = -1613444.707335
  nChanged 119
		SP:Iteration 26Q (3663.540000 sec): 3 clusters
  Score: Raw -1616592.006773 + Penalty 3124.334124 = -1613467.672649
  nChanged 91
		SP:Iteration 27Q (3663.570000 sec): 3 clusters
  Score: Raw -1616606.984304 + Penalty 3124.334124 = -1613482.650180
  nChanged 58
		SP:Iteration 28Q (3663.610000 sec): 3 clusters
  Score: Raw -1616614.436652 + Penalty 3124.334124 = -1613490.102528
  nChanged 53
		SP:Iteration 29Q (3663.650000 sec): 3 clusters
  Score: Raw -1616623.251551 + Penalty 3124.334124 = -1613498.917427
  nChanged 67
		SP:Iteration 30Q (3663.680000 sec): 3 clusters
  Score: Raw -1616633.447656 + Penalty 3124.334124 = -1613509.113532
  nChanged 59
		SP:Iteration 31Q (3663.720000 sec): 3 clusters
  Score: Raw -1616641.614860 + Penalty 3124.334124 = -1613517.280736
  nChanged 58
		SP:Iteration 32Q (3663.750000 sec): 3 clusters
  Score: Raw -1616648.758904 + Penalty 3124.334124 = -1613524.424780
  nChanged 60
		SP:Iteration 33Q (3663.790000 sec): 3 clusters
  Score: Raw -1616656.238376 + Penalty 3124.334124 = -1613531.904252
  nChanged 44
		SP:Iteration 34Q (3663.830000 sec): 3 clusters
  Score: Raw -1616662.249045 + Penalty 3124.334124 = -1613537.914921
  nChanged 40
		SP:Iteration 35Q (3663.860000 sec): 3 clusters
  Score: Raw -1616666.856568 + Penalty 3124.334124 = -1613542.522444
  nChanged 29
		SP:Iteration 36Q (3663.900000 sec): 3 clusters
  Score: Raw -1616669.873045 + Penalty 3124.334124 = -1613545.538921
  nChanged 33
		SP:Iteration 37Q (3663.930000 sec): 3 clusters
  Score: Raw -1616674.711503 + Penalty 3124.334124 = -1613550.377379
  nChanged 44
		SP:Iteration 38Q (3663.970000 sec): 3 clusters
  Score: Raw -1616680.562697 + Penalty 3124.334124 = -1613556.228573
  nChanged 45
		SP:Iteration 39Q (3664.010000 sec): 3 clusters
  Score: Raw -1616686.367115 + Penalty 3124.334124 = -1613562.032991
  nChanged 37
		SP:Iteration 40F (3664.050000 sec): 3 clusters
  Score: Raw -1616691.124933 + Penalty 3124.334124 = -1613566.790809
  nChanged 31
		SP:Iteration 41Q (3664.080000 sec): 3 clusters
  Score: Raw -1616694.240716 + Penalty 3124.334124 = -1613569.906592
  nChanged 28
		SP:Iteration 42Q (3664.120000 sec): 3 clusters
  Score: Raw -1616697.114479 + Penalty 3124.334124 = -1613572.780355
  nChanged 25
		SP:Iteration 43Q (3664.150000 sec): 3 clusters
  Score: Raw -1616699.923047 + Penalty 3124.334124 = -1613575.588923
  nChanged 29
		SP:Iteration 44Q (3664.190000 sec): 3 clusters
  Score: Raw -1616702.933642 + Penalty 3124.334124 = -1613578.599518
  nChanged 32
		SP:Iteration 45Q (3664.230000 sec): 3 clusters
  Score: Raw -1616706.697371 + Penalty 3124.334124 = -1613582.363247
  nChanged 36
		SP:Iteration 46Q (3664.260000 sec): 3 clusters
  Score: Raw -1616711.204892 + Penalty 3124.334124 = -1613586.870768
  nChanged 37
		SP:Iteration 47Q (3664.300000 sec): 3 clusters
  Score: Raw -1616715.878356 + Penalty 3124.334124 = -1613591.544232
  nChanged 33
		SP:Iteration 48Q (3664.330000 sec): 3 clusters
  Score: Raw -1616720.037466 + Penalty 3124.334124 = -1613595.703342
  nChanged 43
		SP:Iteration 49Q (3664.370000 sec): 3 clusters
  Score: Raw -1616727.777168 + Penalty 3124.334124 = -1613603.443044
  nChanged 54
		SP:Iteration 50Q (3664.410000 sec): 3 clusters
  Score: Raw -1616734.998032 + Penalty 3124.334124 = -1613610.663908
  nChanged 55
		SP:Iteration 51Q (3664.440000 sec): 3 clusters
  Score: Raw -1616743.337067 + Penalty 3124.334124 = -1613619.002943
  nChanged 59
		SP:Iteration 52Q (3664.480000 sec): 3 clusters
  Score: Raw -1616754.450271 + Penalty 3124.334124 = -1613630.116147
  nChanged 66
		SP:Iteration 53Q (3664.510000 sec): 3 clusters
  Score: Raw -1616769.091573 + Penalty 3124.334124 = -1613644.757449
  nChanged 81
		SP:Iteration 54Q (3664.550000 sec): 3 clusters
  Score: Raw -1616788.034973 + Penalty 3124.334124 = -1613663.700849
  nChanged 83
		SP:Iteration 55Q (3664.590000 sec): 3 clusters
  Score: Raw -1616806.690324 + Penalty 3124.334124 = -1613682.356200
  nChanged 90
		SP:Iteration 56Q (3664.630000 sec): 3 clusters
  Score: Raw -1616828.411661 + Penalty 3124.334124 = -1613704.077537
  nChanged 96
		SP:Iteration 57Q (3664.660000 sec): 3 clusters
  Score: Raw -1616852.107234 + Penalty 3124.334124 = -1613727.773110
  nChanged 92
		SP:Iteration 58Q (3664.700000 sec): 3 clusters
  Score: Raw -1616872.239925 + Penalty 3124.334124 = -1613747.905801
  nChanged 93
		SP:Iteration 59Q (3664.730000 sec): 3 clusters
  Score: Raw -1616893.407959 + Penalty 3124.334124 = -1613769.073835
  nChanged 77
		SP:Iteration 60F (3664.770000 sec): 3 clusters
  Score: Raw -1616910.058955 + Penalty 3124.334124 = -1613785.724831
  nChanged 74
		SP:Iteration 61Q (3664.810000 sec): 3 clusters
  Score: Raw -1616925.890786 + Penalty 3124.334124 = -1613801.556662
  nChanged 78
		SP:Iteration 62Q (3664.840000 sec): 3 clusters
  Score: Raw -1616943.341199 + Penalty 3124.334124 = -1613819.007075
  nChanged 87
		SP:Iteration 63Q (3664.870000 sec): 3 clusters
  Score: Raw -1616960.724906 + Penalty 3124.334124 = -1613836.390782
  nChanged 88
		SP:Iteration 64Q (3664.910000 sec): 3 clusters
  Score: Raw -1616979.425399 + Penalty 3124.334124 = -1613855.091275
  nChanged 99
		SP:Iteration 65Q (3664.940000 sec): 3 clusters
  Score: Raw -1616999.802920 + Penalty 3124.334124 = -1613875.468796
  nChanged 100
		SP:Iteration 66Q (3664.980000 sec): 3 clusters
  Score: Raw -1617021.132403 + Penalty 3124.334124 = -1613896.798279
  nChanged 84
		SP:Iteration 67Q (3665.010000 sec): 3 clusters
  Score: Raw -1617040.526763 + Penalty 3124.334124 = -1613916.192639
  nChanged 91
		SP:Iteration 68Q (3665.050000 sec): 3 clusters
  Score: Raw -1617062.731080 + Penalty 3124.334124 = -1613938.396956
  nChanged 103
		SP:Iteration 69Q (3665.080000 sec): 3 clusters
  Score: Raw -1617088.675004 + Penalty 3124.334124 = -1613964.340880
  nChanged 118
		SP:Iteration 70Q (3665.110000 sec): 3 clusters
  Score: Raw -1617120.185111 + Penalty 3124.334124 = -1613995.850987
  nChanged 118
		SP:Iteration 71Q (3665.150000 sec): 3 clusters
  Score: Raw -1617152.614064 + Penalty 3124.334124 = -1614028.279940
  nChanged 121
		SP:Iteration 72Q (3665.180000 sec): 3 clusters
  Score: Raw -1617186.529502 + Penalty 3124.334124 = -1614062.195378
  nChanged 134
		SP:Iteration 73Q (3665.220000 sec): 3 clusters
  Score: Raw -1617227.125177 + Penalty 3124.334124 = -1614102.791053
  nChanged 139
		SP:Iteration 74Q (3665.250000 sec): 3 clusters
  Score: Raw -1617270.521587 + Penalty 3124.334124 = -1614146.187463
  nChanged 144
		SP:Iteration 75Q (3665.290000 sec): 3 clusters
  Score: Raw -1617316.230841 + Penalty 3124.334124 = -1614191.896717
  nChanged 141
		SP:Iteration 76Q (3665.320000 sec): 3 clusters
  Score: Raw -1617367.389014 + Penalty 3124.334124 = -1614243.054890
  nChanged 139
		SP:Iteration 77Q (3665.350000 sec): 3 clusters
  Score: Raw -1617419.243534 + Penalty 3124.334124 = -1614294.909410
  nChanged 154
		SP:Iteration 78Q (3665.380000 sec): 3 clusters
  Score: Raw -1617479.887231 + Penalty 3124.334124 = -1614355.553107
  nChanged 137
		SP:Iteration 79Q (3665.420000 sec): 3 clusters
  Score: Raw -1617543.700688 + Penalty 3124.334124 = -1614419.366564
  nChanged 157
		SP:Iteration 80F (3665.450000 sec): 3 clusters
  Score: Raw -1617623.283798 + Penalty 3124.334124 = -1614498.949674
  nChanged 159
		SP:Iteration 81Q (3665.490000 sec): 3 clusters
  Score: Raw -1617700.472709 + Penalty 3124.334124 = -1614576.138585
  nChanged 159
		SP:Iteration 82Q (3665.520000 sec): 3 clusters
  Score: Raw -1617776.239179 + Penalty 3124.334124 = -1614651.905055
  nChanged 152
		SP:Iteration 83Q (3665.550000 sec): 3 clusters
  Score: Raw -1617860.200786 + Penalty 3124.334124 = -1614735.866662
  nChanged 139
		SP:Iteration 84Q (3665.580000 sec): 3 clusters
  Score: Raw -1617932.028854 + Penalty 3124.334124 = -1614807.694730
  nChanged 141
		SP:Iteration 85Q (3665.610000 sec): 3 clusters
  Score: Raw -1618010.445889 + Penalty 3124.334124 = -1614886.111765
  nChanged 124
		SP:Iteration 86Q (3665.640000 sec): 3 clusters
  Score: Raw -1618084.118739 + Penalty 3124.334124 = -1614959.784615
  nChanged 116
		SP:Iteration 87Q (3665.670000 sec): 3 clusters
  Score: Raw -1618157.370437 + Penalty 3124.334124 = -1615033.036313
  nChanged 107
		SP:Iteration 88Q (3665.700000 sec): 3 clusters
  Score: Raw -1618216.484420 + Penalty 3124.334124 = -1615092.150296
  nChanged 72
		SP:Iteration 89Q (3665.730000 sec): 3 clusters
  Score: Raw -1618257.945618 + Penalty 3124.334124 = -1615133.611494
  nChanged 70
		SP:Iteration 90Q (3665.760000 sec): 3 clusters
  Score: Raw -1618295.800469 + Penalty 3124.334124 = -1615171.466345
  nChanged 58
		SP:Iteration 91Q (3665.790000 sec): 3 clusters
  Score: Raw -1618327.418182 + Penalty 3124.334124 = -1615203.084058
  nChanged 53
		SP:Iteration 92Q (3665.820000 sec): 3 clusters
  Score: Raw -1618356.976108 + Penalty 3124.334124 = -1615232.641984
  nChanged 41
		SP:Iteration 93Q (3665.850000 sec): 3 clusters
  Score: Raw -1618382.417774 + Penalty 3124.334124 = -1615258.083650
  nChanged 33
		SP:Iteration 94Q (3665.880000 sec): 3 clusters
  Score: Raw -1618408.058479 + Penalty 3124.334124 = -1615283.724355
  nChanged 32
		SP:Iteration 95Q (3665.910000 sec): 3 clusters
  Score: Raw -1618433.233226 + Penalty 3124.334124 = -1615308.899102
  nChanged 33
		SP:Iteration 96Q (3665.940000 sec): 3 clusters
  Score: Raw -1618456.069499 + Penalty 3124.334124 = -1615331.735375
  nChanged 29
		SP:Iteration 97Q (3665.970000 sec): 3 clusters
  Score: Raw -1618475.399747 + Penalty 3124.334124 = -1615351.065623
  nChanged 24
		SP:Iteration 98Q (3665.990000 sec): 3 clusters
  Score: Raw -1618490.988735 + Penalty 3124.334124 = -1615366.654611
  nChanged 26
		SP:Iteration 99Q (3666.020000 sec): 3 clusters
  Score: Raw -1618505.535174 + Penalty 3124.334124 = -1615381.201050
  nChanged 21
		SP:Iteration 100F (3666.060000 sec): 3 clusters
  Score: Raw -1618514.085667 + Penalty 3124.334124 = -1615389.751543
  nChanged 17
		SP:Iteration 101Q (3666.090000 sec): 3 clusters
  Score: Raw -1618518.348957 + Penalty 3124.334124 = -1615394.014833
  nChanged 7
		SP:Iteration 102Q (3666.120000 sec): 3 clusters
  Score: Raw -1618519.858860 + Penalty 3124.334124 = -1615395.524736
  nChanged 4
		SP:Iteration 103Q (3666.150000 sec): 3 clusters
  Score: Raw -1618521.211669 + Penalty 3124.334124 = -1615396.877545
  nChanged 2
		SP:Iteration 104Q (3666.170000 sec): 3 clusters
  Score: Raw -1618522.024486 + Penalty 3124.334124 = -1615397.690362
  nChanged 2
		SP:Iteration 105Q (3666.200000 sec): 3 clusters
  Score: Raw -1618522.545457 + Penalty 3124.334124 = -1615398.211333
  nChanged 1
		SP:Iteration 106Q (3666.230000 sec): 3 clusters
  Score: Raw -1618523.166289 + Penalty 3124.334124 = -1615398.832165
  nChanged 2
		SP:Iteration 107Q (3666.250000 sec): 3 clusters
  Score: Raw -1618523.876127 + Penalty 3124.334124 = -1615399.542003
  nChanged 1
		SP:Iteration 108Q (3666.280000 sec): 3 clusters
  Score: Raw -1618524.968112 + Penalty 3124.334124 = -1615400.633988
  nChanged 4
		SP:Iteration 109Q (3666.310000 sec): 3 clusters
  Score: Raw -1618526.974840 + Penalty 3124.334124 = -1615402.640716
  nChanged 4
		SP:Iteration 110Q (3666.340000 sec): 3 clusters
  Score: Raw -1618528.114805 + Penalty 3124.334124 = -1615403.780681
  nChanged 5
		SP:Iteration 111Q (3666.370000 sec): 3 clusters
  Score: Raw -1618529.629190 + Penalty 3124.334124 = -1615405.295066
  nChanged 1
		SP:Iteration 112Q (3666.400000 sec): 3 clusters
  Score: Raw -1618530.183366 + Penalty 3124.334124 = -1615405.849242
  nChanged 1
		SP:Iteration 113Q (3666.430000 sec): 3 clusters
  Score: Raw -1618530.352104 + Penalty 3124.334124 = -1615406.017980
  nChanged 0
		SP:Iteration 114F (3666.470000 sec): 3 clusters
  Score: Raw -1618530.352104 + Penalty 3124.334124 = -1615406.017980
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3666.480000 sec): 2 clusters
  Score: Raw -150689.586392 + Penalty 1169.583245 = -149520.003147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3666.490000 sec): 3 clusters
  Score: Raw -150210.645876 + Penalty 2339.166490 = -147871.479386
  nChanged 429
		SP:Iteration 1F (3666.490000 sec): 3 clusters
  Score: Raw -150608.241541 + Penalty 2339.166490 = -148269.075051
  nChanged 129
		SP:Iteration 2F (3666.490000 sec): 3 clusters
  Score: Raw -150746.840975 + Penalty 2339.166490 = -148407.674485
  nChanged 83
		SP:Iteration 3F (3666.490000 sec): 3 clusters
  Score: Raw -150841.856852 + Penalty 2339.166490 = -148502.690361
  nChanged 66
		SP:Iteration 4Q (3666.500000 sec): 3 clusters
  Score: Raw -150905.829905 + Penalty 2339.166490 = -148566.663415
  nChanged 45
		SP:Iteration 5Q (3666.500000 sec): 3 clusters
  Score: Raw -150944.918773 + Penalty 2339.166490 = -148605.752283
  nChanged 42
		SP:Iteration 6Q (3666.500000 sec): 3 clusters
  Score: Raw -150997.512028 + Penalty 2339.166490 = -148658.345538
  nChanged 51
		SP:Iteration 7Q (3666.510000 sec): 3 clusters
  Score: Raw -151047.231610 + Penalty 2339.166490 = -148708.065120
  nChanged 45
		SP:Iteration 8Q (3666.510000 sec): 3 clusters
  Score: Raw -151101.289548 + Penalty 2339.166490 = -148762.123058
  nChanged 37
		SP:Iteration 9Q (3666.510000 sec): 3 clusters
  Score: Raw -151140.275113 + Penalty 2339.166490 = -148801.108623
  nChanged 26
		SP:Iteration 10Q (3666.520000 sec): 3 clusters
  Score: Raw -151166.580030 + Penalty 2339.166490 = -148827.413540
  nChanged 20
		SP:Iteration 11Q (3666.520000 sec): 3 clusters
  Score: Raw -151189.968481 + Penalty 2339.166490 = -148850.801991
  nChanged 18
		SP:Iteration 12Q (3666.520000 sec): 3 clusters
  Score: Raw -151210.999251 + Penalty 2339.166490 = -148871.832760
  nChanged 18
		SP:Iteration 13Q (3666.530000 sec): 3 clusters
  Score: Raw -151234.979150 + Penalty 2339.166490 = -148895.812660
  nChanged 13
		SP:Iteration 14Q (3666.530000 sec): 3 clusters
  Score: Raw -151255.260548 + Penalty 2339.166490 = -148916.094058
  nChanged 13
		SP:Iteration 15Q (3666.530000 sec): 3 clusters
  Score: Raw -151274.310564 + Penalty 2339.166490 = -148935.144074
  nChanged 10
		SP:Iteration 16Q (3666.530000 sec): 3 clusters
  Score: Raw -151288.633675 + Penalty 2339.166490 = -148949.467185
  nChanged 8
		SP:Iteration 17Q (3666.540000 sec): 3 clusters
  Score: Raw -151299.385340 + Penalty 2339.166490 = -148960.218850
  nChanged 4
		SP:Iteration 18Q (3666.540000 sec): 3 clusters
  Score: Raw -151306.545798 + Penalty 2339.166490 = -148967.379308
  nChanged 7
		SP:Iteration 19Q (3666.540000 sec): 3 clusters
  Score: Raw -151314.622766 + Penalty 2339.166490 = -148975.456276
  nChanged 4
		SP:Iteration 20F (3666.550000 sec): 3 clusters
  Score: Raw -151319.338972 + Penalty 2339.166490 = -148980.172482
  nChanged 4
		SP:Iteration 21Q (3666.550000 sec): 3 clusters
  Score: Raw -151324.074521 + Penalty 2339.166490 = -148984.908031
  nChanged 3
		SP:Iteration 22Q (3666.550000 sec): 3 clusters
  Score: Raw -151326.085425 + Penalty 2339.166490 = -148986.918935
  nChanged 1
		SP:Iteration 23Q (3666.550000 sec): 3 clusters
  Score: Raw -151326.733795 + Penalty 2339.166490 = -148987.567305
  nChanged 0
		SP:Iteration 24F (3666.560000 sec): 3 clusters
  Score: Raw -151326.733795 + Penalty 2339.166490 = -148987.567305
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (321960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3667.510000 sec): 2 clusters
  Score: Raw -37321956.427837 + Penalty 2060.854671 = -37319895.573166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3668.380000 sec): 3 clusters
  Score: Raw -37106941.706546 + Penalty 4121.709343 = -37102819.997204
  nChanged 156928
		SP:Iteration 1F (3669.230000 sec): 3 clusters
  Score: Raw -37200627.128761 + Penalty 4121.709343 = -37196505.419418
  nChanged 10638
		SP:Iteration 2Q (3670.110000 sec): 3 clusters
  Score: Raw -37203815.634257 + Penalty 4121.709343 = -37199693.924914
  nChanged 14111
		SP:Iteration 3Q (3670.990000 sec): 3 clusters
  Score: Raw -37209763.008543 + Penalty 4121.709343 = -37205641.299201
  nChanged 19610
		SP:Iteration 4F (3671.850000 sec): 3 clusters
  Score: Raw -37221285.262392 + Penalty 4121.709343 = -37217163.553049
  nChanged 25674
		SP:Iteration 5F (3672.700000 sec): 3 clusters
  Score: Raw -37241032.541554 + Penalty 4121.709343 = -37236910.832211
  nChanged 28980
		SP:Iteration 6F (3673.550000 sec): 3 clusters
  Score: Raw -37267729.541245 + Penalty 4121.709343 = -37263607.831903
  nChanged 25670
		SP:Iteration 7F (3674.390000 sec): 3 clusters
  Score: Raw -37293334.594238 + Penalty 4121.709343 = -37289212.884895
  nChanged 16768
		SP:Iteration 8F (3675.240000 sec): 3 clusters
  Score: Raw -37309936.437645 + Penalty 4121.709343 = -37305814.728303
  nChanged 8286
		SP:Iteration 9Q (3675.980000 sec): 3 clusters
  Score: Raw -37317776.726129 + Penalty 4121.709343 = -37313655.016786
  nChanged 3358
		SP:Iteration 10Q (3676.640000 sec): 3 clusters
  Score: Raw -37320726.118093 + Penalty 4121.709343 = -37316604.408750
  nChanged 1138
		SP:Iteration 11Q (3677.260000 sec): 3 clusters
  Score: Raw -37321652.856832 + Penalty 4121.709343 = -37317531.147489
  nChanged 376
		SP:Iteration 12Q (3677.860000 sec): 3 clusters
  Score: Raw -37321949.873477 + Penalty 4121.709343 = -37317828.164135
  nChanged 142
		SP:Iteration 13Q (3678.450000 sec): 3 clusters
  Score: Raw -37322079.546303 + Penalty 4121.709343 = -37317957.836960
  nChanged 65
		SP:Iteration 14Q (3679.040000 sec): 3 clusters
  Score: Raw -37322156.156976 + Penalty 4121.709343 = -37318034.447633
  nChanged 34
		SP:Iteration 15Q (3679.630000 sec): 3 clusters
  Score: Raw -37322200.510879 + Penalty 4121.709343 = -37318078.801536
  nChanged 15
		SP:Iteration 16Q (3680.220000 sec): 3 clusters
  Score: Raw -37322216.126709 + Penalty 4121.709343 = -37318094.417366
  nChanged 14
		SP:Iteration 17Q (3680.810000 sec): 3 clusters
  Score: Raw -37322230.210459 + Penalty 4121.709343 = -37318108.501116
  nChanged 9
		SP:Iteration 18Q (3681.390000 sec): 3 clusters
  Score: Raw -37322241.885020 + Penalty 4121.709343 = -37318120.175678
  nChanged 8
		SP:Iteration 19Q (3681.970000 sec): 3 clusters
  Score: Raw -37322247.429057 + Penalty 4121.709343 = -37318125.719715
  nChanged 3
		SP:Iteration 20F (3682.820000 sec): 3 clusters
  Score: Raw -37322249.536001 + Penalty 4121.709343 = -37318127.826658
  nChanged 3
		SP:Iteration 21Q (3683.400000 sec): 3 clusters
  Score: Raw -37322252.163016 + Penalty 4121.709343 = -37318130.453673
  nChanged 4
		SP:Iteration 22Q (3684.000000 sec): 3 clusters
  Score: Raw -37322256.806135 + Penalty 4121.709343 = -37318135.096792
  nChanged 4
		SP:Iteration 23Q (3684.580000 sec): 3 clusters
  Score: Raw -37322260.086697 + Penalty 4121.709343 = -37318138.377354
  nChanged 2
		SP:Iteration 24Q (3685.170000 sec): 3 clusters
  Score: Raw -37322262.029336 + Penalty 4121.709343 = -37318140.319993
  nChanged 3
		SP:Iteration 25Q (3685.750000 sec): 3 clusters
  Score: Raw -37322267.257304 + Penalty 4121.709343 = -37318145.547962
  nChanged 5
		SP:Iteration 26Q (3686.330000 sec): 3 clusters
  Score: Raw -37322272.977934 + Penalty 4121.709343 = -37318151.268591
  nChanged 2
		SP:Iteration 27Q (3686.920000 sec): 3 clusters
  Score: Raw -37322275.798502 + Penalty 4121.709343 = -37318154.089159
  nChanged 2
		SP:Iteration 28Q (3687.500000 sec): 3 clusters
  Score: Raw -37322277.030315 + Penalty 4121.709343 = -37318155.320972
  nChanged 2
		SP:Iteration 29Q (3688.090000 sec): 3 clusters
  Score: Raw -37322277.823351 + Penalty 4121.709343 = -37318156.114008
  nChanged 1
		SP:Iteration 30Q (3688.680000 sec): 3 clusters
  Score: Raw -37322278.921399 + Penalty 4121.709343 = -37318157.212056
  nChanged 0
		SP:Iteration 31F (3689.520000 sec): 3 clusters
  Score: Raw -37322278.921399 + Penalty 4121.709343 = -37318157.212056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3689.710000 sec): 2 clusters
  Score: Raw -489141.677595 + Penalty 1357.978321 = -487783.699274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3689.720000 sec): 3 clusters
  Score: Raw -486967.187937 + Penalty 2715.956643 = -484251.231294
  nChanged 1711
		SP:Iteration 1F (3689.730000 sec): 3 clusters
  Score: Raw -487921.475083 + Penalty 2715.956643 = -485205.518440
  nChanged 308
		SP:Iteration 2F (3689.740000 sec): 3 clusters
  Score: Raw -488071.955511 + Penalty 2715.956643 = -485355.998869
  nChanged 205
		SP:Iteration 3Q (3689.750000 sec): 3 clusters
  Score: Raw -488166.318673 + Penalty 2715.956643 = -485450.362030
  nChanged 139
		SP:Iteration 4Q (3689.760000 sec): 3 clusters
  Score: Raw -488219.669382 + Penalty 2715.956643 = -485503.712740
  nChanged 102
		SP:Iteration 5Q (3689.780000 sec): 3 clusters
  Score: Raw -488251.207402 + Penalty 2715.956643 = -485535.250760
  nChanged 70
		SP:Iteration 6Q (3689.780000 sec): 3 clusters
  Score: Raw -488278.106344 + Penalty 2715.956643 = -485562.149701
  nChanged 71
		SP:Iteration 7Q (3689.800000 sec): 3 clusters
  Score: Raw -488302.904318 + Penalty 2715.956643 = -485586.947676
  nChanged 59
		SP:Iteration 8Q (3689.810000 sec): 3 clusters
  Score: Raw -488322.230708 + Penalty 2715.956643 = -485606.274066
  nChanged 52
		SP:Iteration 9Q (3689.820000 sec): 3 clusters
  Score: Raw -488339.645375 + Penalty 2715.956643 = -485623.688732
  nChanged 44
		SP:Iteration 10Q (3689.830000 sec): 3 clusters
  Score: Raw -488352.328450 + Penalty 2715.956643 = -485636.371807
  nChanged 36
		SP:Iteration 11Q (3689.840000 sec): 3 clusters
  Score: Raw -488362.840103 + Penalty 2715.956643 = -485646.883461
  nChanged 39
		SP:Iteration 12Q (3689.850000 sec): 3 clusters
  Score: Raw -488373.353442 + Penalty 2715.956643 = -485657.396800
  nChanged 26
		SP:Iteration 13Q (3689.860000 sec): 3 clusters
  Score: Raw -488379.715555 + Penalty 2715.956643 = -485663.758912
  nChanged 28
		SP:Iteration 14Q (3689.870000 sec): 3 clusters
  Score: Raw -488386.626504 + Penalty 2715.956643 = -485670.669861
  nChanged 24
		SP:Iteration 15Q (3689.880000 sec): 3 clusters
  Score: Raw -488391.849689 + Penalty 2715.956643 = -485675.893047
  nChanged 17
		SP:Iteration 16Q (3689.890000 sec): 3 clusters
  Score: Raw -488395.766477 + Penalty 2715.956643 = -485679.809835
  nChanged 15
		SP:Iteration 17Q (3689.900000 sec): 3 clusters
  Score: Raw -488398.511703 + Penalty 2715.956643 = -485682.555060
  nChanged 10
		SP:Iteration 18Q (3689.910000 sec): 3 clusters
  Score: Raw -488400.225068 + Penalty 2715.956643 = -485684.268425
  nChanged 10
		SP:Iteration 19Q (3689.920000 sec): 3 clusters
  Score: Raw -488402.005390 + Penalty 2715.956643 = -485686.048747
  nChanged 10
		SP:Iteration 20F (3689.930000 sec): 3 clusters
  Score: Raw -488404.799037 + Penalty 2715.956643 = -485688.842394
  nChanged 17
		SP:Iteration 21Q (3689.940000 sec): 3 clusters
  Score: Raw -488407.828860 + Penalty 2715.956643 = -485691.872218
  nChanged 13
		SP:Iteration 22Q (3689.960000 sec): 3 clusters
  Score: Raw -488410.121387 + Penalty 2715.956643 = -485694.164744
  nChanged 9
		SP:Iteration 23Q (3689.960000 sec): 3 clusters
  Score: Raw -488411.632295 + Penalty 2715.956643 = -485695.675652
  nChanged 7
		SP:Iteration 24Q (3689.980000 sec): 3 clusters
  Score: Raw -488413.111296 + Penalty 2715.956643 = -485697.154653
  nChanged 9
		SP:Iteration 25Q (3689.990000 sec): 3 clusters
  Score: Raw -488414.934563 + Penalty 2715.956643 = -485698.977920
  nChanged 7
		SP:Iteration 26Q (3690.000000 sec): 3 clusters
  Score: Raw -488416.113998 + Penalty 2715.956643 = -485700.157356
  nChanged 6
		SP:Iteration 27Q (3690.010000 sec): 3 clusters
  Score: Raw -488417.271949 + Penalty 2715.956643 = -485701.315306
  nChanged 7
		SP:Iteration 28Q (3690.020000 sec): 3 clusters
  Score: Raw -488418.351542 + Penalty 2715.956643 = -485702.394899
  nChanged 7
		SP:Iteration 29Q (3690.030000 sec): 3 clusters
  Score: Raw -488419.897682 + Penalty 2715.956643 = -485703.941040
  nChanged 6
		SP:Iteration 30Q (3690.040000 sec): 3 clusters
  Score: Raw -488420.538324 + Penalty 2715.956643 = -485704.581682
  nChanged 1
		SP:Iteration 31Q (3690.050000 sec): 3 clusters
  Score: Raw -488420.651480 + Penalty 2715.956643 = -485704.694837
  nChanged 1
		SP:Iteration 32Q (3690.060000 sec): 3 clusters
  Score: Raw -488420.900343 + Penalty 2715.956643 = -485704.943701
  nChanged 2
		SP:Iteration 33Q (3690.070000 sec): 3 clusters
  Score: Raw -488421.186044 + Penalty 2715.956643 = -485705.229401
  nChanged 3
		SP:Iteration 34Q (3690.080000 sec): 3 clusters
  Score: Raw -488421.701876 + Penalty 2715.956643 = -485705.745233
  nChanged 2
		SP:Iteration 35Q (3690.090000 sec): 3 clusters
  Score: Raw -488422.122707 + Penalty 2715.956643 = -485706.166065
  nChanged 7
		SP:Iteration 36Q (3690.100000 sec): 3 clusters
  Score: Raw -488423.186100 + Penalty 2715.956643 = -485707.229457
  nChanged 9
		SP:Iteration 37Q (3690.110000 sec): 3 clusters
  Score: Raw -488424.429212 + Penalty 2715.956643 = -485708.472569
  nChanged 6
		SP:Iteration 38Q (3690.120000 sec): 3 clusters
  Score: Raw -488425.537136 + Penalty 2715.956643 = -485709.580493
  nChanged 9
		SP:Iteration 39Q (3690.140000 sec): 3 clusters
  Score: Raw -488427.548034 + Penalty 2715.956643 = -485711.591392
  nChanged 6
		SP:Iteration 40F (3690.140000 sec): 3 clusters
  Score: Raw -488428.572466 + Penalty 2715.956643 = -485712.615823
  nChanged 9
		SP:Iteration 41Q (3690.160000 sec): 3 clusters
  Score: Raw -488430.564229 + Penalty 2715.956643 = -485714.607586
  nChanged 17
		SP:Iteration 42Q (3690.160000 sec): 3 clusters
  Score: Raw -488434.022657 + Penalty 2715.956643 = -485718.066015
  nChanged 14
		SP:Iteration 43Q (3690.180000 sec): 3 clusters
  Score: Raw -488436.763169 + Penalty 2715.956643 = -485720.806526
  nChanged 15
		SP:Iteration 44Q (3690.190000 sec): 3 clusters
  Score: Raw -488440.011734 + Penalty 2715.956643 = -485724.055092
  nChanged 11
		SP:Iteration 45Q (3690.200000 sec): 3 clusters
  Score: Raw -488442.610932 + Penalty 2715.956643 = -485726.654289
  nChanged 10
		SP:Iteration 46Q (3690.210000 sec): 3 clusters
  Score: Raw -488445.052303 + Penalty 2715.956643 = -485729.095660
  nChanged 8
		SP:Iteration 47Q (3690.220000 sec): 3 clusters
  Score: Raw -488446.456991 + Penalty 2715.956643 = -485730.500348
  nChanged 5
		SP:Iteration 48Q (3690.230000 sec): 3 clusters
  Score: Raw -488447.889402 + Penalty 2715.956643 = -485731.932759
  nChanged 12
		SP:Iteration 49Q (3690.240000 sec): 3 clusters
  Score: Raw -488450.982554 + Penalty 2715.956643 = -485735.025911
  nChanged 15
		SP:Iteration 50Q (3690.250000 sec): 3 clusters
  Score: Raw -488454.717298 + Penalty 2715.956643 = -485738.760655
  nChanged 21
		SP:Iteration 51Q (3690.260000 sec): 3 clusters
  Score: Raw -488460.281432 + Penalty 2715.956643 = -485744.324789
  nChanged 21
		SP:Iteration 52Q (3690.270000 sec): 3 clusters
  Score: Raw -488465.712688 + Penalty 2715.956643 = -485749.756046
  nChanged 23
		SP:Iteration 53Q (3690.280000 sec): 3 clusters
  Score: Raw -488472.921815 + Penalty 2715.956643 = -485756.965172
  nChanged 28
		SP:Iteration 54Q (3690.290000 sec): 3 clusters
  Score: Raw -488481.597994 + Penalty 2715.956643 = -485765.641351
  nChanged 17
		SP:Iteration 55Q (3690.300000 sec): 3 clusters
  Score: Raw -488486.963003 + Penalty 2715.956643 = -485771.006360
  nChanged 24
		SP:Iteration 56Q (3690.320000 sec): 3 clusters
  Score: Raw -488494.186166 + Penalty 2715.956643 = -485778.229523
  nChanged 20
		SP:Iteration 57Q (3690.320000 sec): 3 clusters
  Score: Raw -488497.911738 + Penalty 2715.956643 = -485781.955095
  nChanged 19
		SP:Iteration 58Q (3690.340000 sec): 3 clusters
  Score: Raw -488502.745142 + Penalty 2715.956643 = -485786.788499
  nChanged 20
		SP:Iteration 59Q (3690.350000 sec): 3 clusters
  Score: Raw -488507.143852 + Penalty 2715.956643 = -485791.187209
  nChanged 17
		SP:Iteration 60F (3690.360000 sec): 3 clusters
  Score: Raw -488511.657245 + Penalty 2715.956643 = -485795.700602
  nChanged 29
		SP:Iteration 61Q (3690.370000 sec): 3 clusters
  Score: Raw -488519.433759 + Penalty 2715.956643 = -485803.477116
  nChanged 24
		SP:Iteration 62Q (3690.380000 sec): 3 clusters
  Score: Raw -488526.530530 + Penalty 2715.956643 = -485810.573888
  nChanged 35
		SP:Iteration 63Q (3690.390000 sec): 3 clusters
  Score: Raw -488536.655060 + Penalty 2715.956643 = -485820.698418
  nChanged 31
		SP:Iteration 64Q (3690.400000 sec): 3 clusters
  Score: Raw -488545.203878 + Penalty 2715.956643 = -485829.247235
  nChanged 32
		SP:Iteration 65Q (3690.410000 sec): 3 clusters
  Score: Raw -488556.020394 + Penalty 2715.956643 = -485840.063751
  nChanged 40
		SP:Iteration 66Q (3690.420000 sec): 3 clusters
  Score: Raw -488567.467942 + Penalty 2715.956643 = -485851.511299
  nChanged 41
		SP:Iteration 67Q (3690.430000 sec): 3 clusters
  Score: Raw -488579.392813 + Penalty 2715.956643 = -485863.436170
  nChanged 34
		SP:Iteration 68Q (3690.440000 sec): 3 clusters
  Score: Raw -488593.642142 + Penalty 2715.956643 = -485877.685499
  nChanged 55
		SP:Iteration 69Q (3690.450000 sec): 3 clusters
  Score: Raw -488617.807259 + Penalty 2715.956643 = -485901.850616
  nChanged 63
		SP:Iteration 70Q (3690.460000 sec): 3 clusters
  Score: Raw -488649.523381 + Penalty 2715.956643 = -485933.566738
  nChanged 84
		SP:Iteration 71Q (3690.470000 sec): 3 clusters
  Score: Raw -488698.317735 + Penalty 2715.956643 = -485982.361092
  nChanged 80
		SP:Iteration 72Q (3690.480000 sec): 3 clusters
  Score: Raw -488742.229657 + Penalty 2715.956643 = -486026.273014
  nChanged 80
		SP:Iteration 73Q (3690.500000 sec): 3 clusters
  Score: Raw -488788.018442 + Penalty 2715.956643 = -486072.061799
  nChanged 87
		SP:Iteration 74Q (3690.500000 sec): 3 clusters
  Score: Raw -488842.534394 + Penalty 2715.956643 = -486126.577752
  nChanged 71
		SP:Iteration 75Q (3690.520000 sec): 3 clusters
  Score: Raw -488883.451140 + Penalty 2715.956643 = -486167.494497
  nChanged 64
		SP:Iteration 76Q (3690.520000 sec): 3 clusters
  Score: Raw -488914.362750 + Penalty 2715.956643 = -486198.406108
  nChanged 52
		SP:Iteration 77Q (3690.540000 sec): 3 clusters
  Score: Raw -488939.991316 + Penalty 2715.956643 = -486224.034674
  nChanged 44
		SP:Iteration 78Q (3690.550000 sec): 3 clusters
  Score: Raw -488961.251292 + Penalty 2715.956643 = -486245.294649
  nChanged 37
		SP:Iteration 79Q (3690.560000 sec): 3 clusters
  Score: Raw -488981.099740 + Penalty 2715.956643 = -486265.143098
  nChanged 50
		SP:Iteration 80F (3690.570000 sec): 3 clusters
  Score: Raw -489007.869002 + Penalty 2715.956643 = -486291.912359
  nChanged 44
		SP:Iteration 81Q (3690.580000 sec): 3 clusters
  Score: Raw -489036.298431 + Penalty 2715.956643 = -486320.341788
  nChanged 51
		SP:Iteration 82Q (3690.590000 sec): 3 clusters
  Score: Raw -489063.523251 + Penalty 2715.956643 = -486347.566608
  nChanged 41
		SP:Iteration 83Q (3690.600000 sec): 3 clusters
  Score: Raw -489083.820488 + Penalty 2715.956643 = -486367.863845
  nChanged 30
		SP:Iteration 84Q (3690.610000 sec): 3 clusters
  Score: Raw -489102.568598 + Penalty 2715.956643 = -486386.611955
  nChanged 31
		SP:Iteration 85Q (3690.620000 sec): 3 clusters
  Score: Raw -489123.930296 + Penalty 2715.956643 = -486407.973653
  nChanged 24
		SP:Iteration 86Q (3690.620000 sec): 3 clusters
  Score: Raw -489141.467075 + Penalty 2715.956643 = -486425.510432
  nChanged 32
		SP:Iteration 87Q (3690.630000 sec): 3 clusters
  Score: Raw -489163.750501 + Penalty 2715.956643 = -486447.793858
  nChanged 30
		SP:Iteration 88Q (3690.640000 sec): 3 clusters
  Score: Raw -489186.388414 + Penalty 2715.956643 = -486470.431772
  nChanged 32
		SP:Iteration 89Q (3690.650000 sec): 3 clusters
  Score: Raw -489216.394561 + Penalty 2715.956643 = -486500.437918
  nChanged 33
		SP:Iteration 90Q (3690.660000 sec): 3 clusters
  Score: Raw -489240.910410 + Penalty 2715.956643 = -486524.953767
  nChanged 21
		SP:Iteration 91Q (3690.670000 sec): 3 clusters
  Score: Raw -489254.582464 + Penalty 2715.956643 = -486538.625821
  nChanged 19
		SP:Iteration 92Q (3690.680000 sec): 3 clusters
  Score: Raw -489267.522074 + Penalty 2715.956643 = -486551.565431
  nChanged 9
		SP:Iteration 93Q (3690.680000 sec): 3 clusters
  Score: Raw -489273.961684 + Penalty 2715.956643 = -486558.005041
  nChanged 12
		SP:Iteration 94Q (3690.700000 sec): 3 clusters
  Score: Raw -489285.585306 + Penalty 2715.956643 = -486569.628664
  nChanged 12
		SP:Iteration 95Q (3690.700000 sec): 3 clusters
  Score: Raw -489296.894007 + Penalty 2715.956643 = -486580.937364
  nChanged 11
		SP:Iteration 96Q (3690.710000 sec): 3 clusters
  Score: Raw -489306.417500 + Penalty 2715.956643 = -486590.460857
  nChanged 15
		SP:Iteration 97Q (3690.720000 sec): 3 clusters
  Score: Raw -489319.324521 + Penalty 2715.956643 = -486603.367878
  nChanged 16
		SP:Iteration 98Q (3690.730000 sec): 3 clusters
  Score: Raw -489333.418044 + Penalty 2715.956643 = -486617.461401
  nChanged 11
		SP:Iteration 99Q (3690.740000 sec): 3 clusters
  Score: Raw -489342.115814 + Penalty 2715.956643 = -486626.159171
  nChanged 5
		SP:Iteration 100F (3690.750000 sec): 3 clusters
  Score: Raw -489347.631332 + Penalty 2715.956643 = -486631.674689
  nChanged 5
		SP:Iteration 101Q (3690.760000 sec): 3 clusters
  Score: Raw -489358.892336 + Penalty 2715.956643 = -486642.935693
  nChanged 11
		SP:Iteration 102Q (3690.760000 sec): 3 clusters
  Score: Raw -489374.807963 + Penalty 2715.956643 = -486658.851321
  nChanged 9
		SP:Iteration 103Q (3690.780000 sec): 3 clusters
  Score: Raw -489381.691960 + Penalty 2715.956643 = -486665.735317
  nChanged 8
		SP:Iteration 104Q (3690.780000 sec): 3 clusters
  Score: Raw -489387.817721 + Penalty 2715.956643 = -486671.861079
  nChanged 7
		SP:Iteration 105Q (3690.790000 sec): 3 clusters
  Score: Raw -489392.940669 + Penalty 2715.956643 = -486676.984026
  nChanged 4
		SP:Iteration 106Q (3690.800000 sec): 3 clusters
  Score: Raw -489395.896500 + Penalty 2715.956643 = -486679.939858
  nChanged 2
		SP:Iteration 107Q (3690.810000 sec): 3 clusters
  Score: Raw -489397.101848 + Penalty 2715.956643 = -486681.145205
  nChanged 0
		SP:Iteration 108F (3690.820000 sec): 3 clusters
  Score: Raw -489397.101848 + Penalty 2715.956643 = -486681.145205
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (22539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3690.890000 sec): 2 clusters
  Score: Raw -2657575.716766 + Penalty 1628.737893 = -2655946.978873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3690.950000 sec): 3 clusters
  Score: Raw -2643942.115628 + Penalty 3257.475787 = -2640684.639841
  nChanged 10289
		SP:Iteration 1F (3691.000000 sec): 3 clusters
  Score: Raw -2649548.275179 + Penalty 3257.475787 = -2646290.799392
  nChanged 1248
		SP:Iteration 2F (3691.060000 sec): 3 clusters
  Score: Raw -2650052.711143 + Penalty 3257.475787 = -2646795.235356
  nChanged 1225
		SP:Iteration 3F (3691.120000 sec): 3 clusters
  Score: Raw -2650605.731004 + Penalty 3257.475787 = -2647348.255217
  nChanged 1293
		SP:Iteration 4F (3691.180000 sec): 3 clusters
  Score: Raw -2651291.778325 + Penalty 3257.475787 = -2648034.302539
  nChanged 1428
		SP:Iteration 5F (3691.240000 sec): 3 clusters
  Score: Raw -2652081.896987 + Penalty 3257.475787 = -2648824.421200
  nChanged 1372
		SP:Iteration 6F (3691.300000 sec): 3 clusters
  Score: Raw -2652829.284053 + Penalty 3257.475787 = -2649571.808266
  nChanged 1281
		SP:Iteration 7F (3691.360000 sec): 3 clusters
  Score: Raw -2653554.481735 + Penalty 3257.475787 = -2650297.005948
  nChanged 1167
		SP:Iteration 8F (3691.420000 sec): 3 clusters
  Score: Raw -2654222.160540 + Penalty 3257.475787 = -2650964.684753
  nChanged 1019
		SP:Iteration 9Q (3691.480000 sec): 3 clusters
  Score: Raw -2654855.135729 + Penalty 3257.475787 = -2651597.659942
  nChanged 955
		SP:Iteration 10Q (3691.540000 sec): 3 clusters
  Score: Raw -2655454.464564 + Penalty 3257.475787 = -2652196.988777
  nChanged 795
		SP:Iteration 11Q (3691.600000 sec): 3 clusters
  Score: Raw -2655961.829018 + Penalty 3257.475787 = -2652704.353232
  nChanged 654
		SP:Iteration 12Q (3691.660000 sec): 3 clusters
  Score: Raw -2656370.198093 + Penalty 3257.475787 = -2653112.722306
  nChanged 560
		SP:Iteration 13Q (3691.720000 sec): 3 clusters
  Score: Raw -2656738.463849 + Penalty 3257.475787 = -2653480.988062
  nChanged 432
		SP:Iteration 14Q (3691.780000 sec): 3 clusters
  Score: Raw -2657020.655497 + Penalty 3257.475787 = -2653763.179710
  nChanged 304
		SP:Iteration 15Q (3691.840000 sec): 3 clusters
  Score: Raw -2657209.221340 + Penalty 3257.475787 = -2653951.745553
  nChanged 232
		SP:Iteration 16Q (3691.890000 sec): 3 clusters
  Score: Raw -2657359.278217 + Penalty 3257.475787 = -2654101.802430
  nChanged 160
		SP:Iteration 17Q (3691.950000 sec): 3 clusters
  Score: Raw -2657475.399762 + Penalty 3257.475787 = -2654217.923975
  nChanged 127
		SP:Iteration 18Q (3692.000000 sec): 3 clusters
  Score: Raw -2657572.212332 + Penalty 3257.475787 = -2654314.736545
  nChanged 72
		SP:Iteration 19Q (3692.050000 sec): 3 clusters
  Score: Raw -2657630.058118 + Penalty 3257.475787 = -2654372.582331
  nChanged 53
		SP:Iteration 20F (3692.110000 sec): 3 clusters
  Score: Raw -2657675.847215 + Penalty 3257.475787 = -2654418.371429
  nChanged 41
		SP:Iteration 21Q (3692.160000 sec): 3 clusters
  Score: Raw -2657709.285206 + Penalty 3257.475787 = -2654451.809419
  nChanged 24
		SP:Iteration 22Q (3692.200000 sec): 3 clusters
  Score: Raw -2657733.489266 + Penalty 3257.475787 = -2654476.013479
  nChanged 21
		SP:Iteration 23Q (3692.250000 sec): 3 clusters
  Score: Raw -2657757.324505 + Penalty 3257.475787 = -2654499.848718
  nChanged 26
		SP:Iteration 24Q (3692.290000 sec): 3 clusters
  Score: Raw -2657778.363236 + Penalty 3257.475787 = -2654520.887449
  nChanged 13
		SP:Iteration 25Q (3692.340000 sec): 3 clusters
  Score: Raw -2657789.979503 + Penalty 3257.475787 = -2654532.503716
  nChanged 4
		SP:Iteration 26Q (3692.380000 sec): 3 clusters
  Score: Raw -2657791.802129 + Penalty 3257.475787 = -2654534.326342
  nChanged 2
		SP:Iteration 27Q (3692.420000 sec): 3 clusters
  Score: Raw -2657792.593722 + Penalty 3257.475787 = -2654535.117935
  nChanged 1
		SP:Iteration 28Q (3692.470000 sec): 3 clusters
  Score: Raw -2657793.902159 + Penalty 3257.475787 = -2654536.426373
  nChanged 0
		SP:Iteration 29F (3692.530000 sec): 3 clusters
  Score: Raw -2657793.902159 + Penalty 3257.475787 = -2654536.426373
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3692.560000 sec): 2 clusters
  Score: Raw -784642.572664 + Penalty 1433.459593 = -783209.113071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3692.570000 sec): 3 clusters
  Score: Raw -781015.388540 + Penalty 2866.919187 = -778148.469354
  nChanged 2769
		SP:Iteration 1F (3692.590000 sec): 3 clusters
  Score: Raw -782495.541852 + Penalty 2866.919187 = -779628.622665
  nChanged 446
		SP:Iteration 2F (3692.600000 sec): 3 clusters
  Score: Raw -782728.203600 + Penalty 2866.919187 = -779861.284414
  nChanged 369
		SP:Iteration 3F (3692.620000 sec): 3 clusters
  Score: Raw -782912.206973 + Penalty 2866.919187 = -780045.287786
  nChanged 337
		SP:Iteration 4Q (3692.640000 sec): 3 clusters
  Score: Raw -783073.998145 + Penalty 2866.919187 = -780207.078959
  nChanged 273
		SP:Iteration 5Q (3692.660000 sec): 3 clusters
  Score: Raw -783202.951964 + Penalty 2866.919187 = -780336.032777
  nChanged 221
		SP:Iteration 6Q (3692.670000 sec): 3 clusters
  Score: Raw -783312.124922 + Penalty 2866.919187 = -780445.205735
  nChanged 219
		SP:Iteration 7Q (3692.690000 sec): 3 clusters
  Score: Raw -783402.438911 + Penalty 2866.919187 = -780535.519724
  nChanged 188
		SP:Iteration 8Q (3692.710000 sec): 3 clusters
  Score: Raw -783477.412390 + Penalty 2866.919187 = -780610.493204
  nChanged 170
		SP:Iteration 9Q (3692.720000 sec): 3 clusters
  Score: Raw -783539.115197 + Penalty 2866.919187 = -780672.196010
  nChanged 167
		SP:Iteration 10Q (3692.740000 sec): 3 clusters
  Score: Raw -783590.784623 + Penalty 2866.919187 = -780723.865436
  nChanged 111
		SP:Iteration 11Q (3692.760000 sec): 3 clusters
  Score: Raw -783621.001816 + Penalty 2866.919187 = -780754.082630
  nChanged 102
		SP:Iteration 12Q (3692.770000 sec): 3 clusters
  Score: Raw -783654.711360 + Penalty 2866.919187 = -780787.792174
  nChanged 108
		SP:Iteration 13Q (3692.790000 sec): 3 clusters
  Score: Raw -783688.871693 + Penalty 2866.919187 = -780821.952507
  nChanged 100
		SP:Iteration 14Q (3692.810000 sec): 3 clusters
  Score: Raw -783722.826925 + Penalty 2866.919187 = -780855.907738
  nChanged 95
		SP:Iteration 15Q (3692.820000 sec): 3 clusters
  Score: Raw -783753.406046 + Penalty 2866.919187 = -780886.486859
  nChanged 87
		SP:Iteration 16Q (3692.840000 sec): 3 clusters
  Score: Raw -783778.720098 + Penalty 2866.919187 = -780911.800911
  nChanged 82
		SP:Iteration 17Q (3692.860000 sec): 3 clusters
  Score: Raw -783799.287520 + Penalty 2866.919187 = -780932.368333
  nChanged 57
		SP:Iteration 18Q (3692.870000 sec): 3 clusters
  Score: Raw -783815.476229 + Penalty 2866.919187 = -780948.557042
  nChanged 60
		SP:Iteration 19Q (3692.890000 sec): 3 clusters
  Score: Raw -783828.435339 + Penalty 2866.919187 = -780961.516153
  nChanged 39
		SP:Iteration 20F (3692.910000 sec): 3 clusters
  Score: Raw -783834.686139 + Penalty 2866.919187 = -780967.766952
  nChanged 29
		SP:Iteration 21Q (3692.920000 sec): 3 clusters
  Score: Raw -783841.439555 + Penalty 2866.919187 = -780974.520368
  nChanged 45
		SP:Iteration 22Q (3692.940000 sec): 3 clusters
  Score: Raw -783852.790616 + Penalty 2866.919187 = -780985.871430
  nChanged 54
		SP:Iteration 23Q (3692.960000 sec): 3 clusters
  Score: Raw -783865.433920 + Penalty 2866.919187 = -780998.514733
  nChanged 52
		SP:Iteration 24Q (3692.970000 sec): 3 clusters
  Score: Raw -783880.778105 + Penalty 2866.919187 = -781013.858918
  nChanged 69
		SP:Iteration 25Q (3692.990000 sec): 3 clusters
  Score: Raw -783903.493281 + Penalty 2866.919187 = -781036.574094
  nChanged 62
		SP:Iteration 26Q (3693.010000 sec): 3 clusters
  Score: Raw -783924.222762 + Penalty 2866.919187 = -781057.303576
  nChanged 65
		SP:Iteration 27Q (3693.020000 sec): 3 clusters
  Score: Raw -783951.504389 + Penalty 2866.919187 = -781084.585202
  nChanged 85
		SP:Iteration 28Q (3693.040000 sec): 3 clusters
  Score: Raw -783985.257688 + Penalty 2866.919187 = -781118.338501
  nChanged 81
		SP:Iteration 29Q (3693.060000 sec): 3 clusters
  Score: Raw -784011.920652 + Penalty 2866.919187 = -781145.001466
  nChanged 84
		SP:Iteration 30Q (3693.070000 sec): 3 clusters
  Score: Raw -784040.013671 + Penalty 2866.919187 = -781173.094485
  nChanged 72
		SP:Iteration 31Q (3693.090000 sec): 3 clusters
  Score: Raw -784063.054438 + Penalty 2866.919187 = -781196.135252
  nChanged 73
		SP:Iteration 32Q (3693.110000 sec): 3 clusters
  Score: Raw -784094.762406 + Penalty 2866.919187 = -781227.843219
  nChanged 85
		SP:Iteration 33Q (3693.120000 sec): 3 clusters
  Score: Raw -784130.037887 + Penalty 2866.919187 = -781263.118701
  nChanged 95
		SP:Iteration 34Q (3693.140000 sec): 3 clusters
  Score: Raw -784169.482907 + Penalty 2866.919187 = -781302.563720
  nChanged 97
		SP:Iteration 35Q (3693.160000 sec): 3 clusters
  Score: Raw -784205.010445 + Penalty 2866.919187 = -781338.091258
  nChanged 84
		SP:Iteration 36Q (3693.170000 sec): 3 clusters
  Score: Raw -784235.624920 + Penalty 2866.919187 = -781368.705733
  nChanged 62
		SP:Iteration 37Q (3693.190000 sec): 3 clusters
  Score: Raw -784254.490458 + Penalty 2866.919187 = -781387.571271
  nChanged 50
		SP:Iteration 38Q (3693.200000 sec): 3 clusters
  Score: Raw -784271.785939 + Penalty 2866.919187 = -781404.866752
  nChanged 59
		SP:Iteration 39Q (3693.220000 sec): 3 clusters
  Score: Raw -784290.992700 + Penalty 2866.919187 = -781424.073514
  nChanged 49
		SP:Iteration 40F (3693.240000 sec): 3 clusters
  Score: Raw -784305.925455 + Penalty 2866.919187 = -781439.006268
  nChanged 49
		SP:Iteration 41Q (3693.250000 sec): 3 clusters
  Score: Raw -784320.243302 + Penalty 2866.919187 = -781453.324116
  nChanged 48
		SP:Iteration 42Q (3693.270000 sec): 3 clusters
  Score: Raw -784333.459665 + Penalty 2866.919187 = -781466.540478
  nChanged 43
		SP:Iteration 43Q (3693.280000 sec): 3 clusters
  Score: Raw -784344.695953 + Penalty 2866.919187 = -781477.776766
  nChanged 36
		SP:Iteration 44Q (3693.300000 sec): 3 clusters
  Score: Raw -784355.145407 + Penalty 2866.919187 = -781488.226220
  nChanged 29
		SP:Iteration 45Q (3693.320000 sec): 3 clusters
  Score: Raw -784361.009406 + Penalty 2866.919187 = -781494.090219
  nChanged 22
		SP:Iteration 46Q (3693.330000 sec): 3 clusters
  Score: Raw -784366.949258 + Penalty 2866.919187 = -781500.030071
  nChanged 21
		SP:Iteration 47Q (3693.340000 sec): 3 clusters
  Score: Raw -784372.799527 + Penalty 2866.919187 = -781505.880340
  nChanged 13
		SP:Iteration 48Q (3693.360000 sec): 3 clusters
  Score: Raw -784377.057221 + Penalty 2866.919187 = -781510.138035
  nChanged 18
		SP:Iteration 49Q (3693.380000 sec): 3 clusters
  Score: Raw -784382.697020 + Penalty 2866.919187 = -781515.777833
  nChanged 26
		SP:Iteration 50Q (3693.390000 sec): 3 clusters
  Score: Raw -784389.849282 + Penalty 2866.919187 = -781522.930095
  nChanged 19
		SP:Iteration 51Q (3693.410000 sec): 3 clusters
  Score: Raw -784395.562531 + Penalty 2866.919187 = -781528.643345
  nChanged 22
		SP:Iteration 52Q (3693.420000 sec): 3 clusters
  Score: Raw -784402.131273 + Penalty 2866.919187 = -781535.212087
  nChanged 31
		SP:Iteration 53Q (3693.440000 sec): 3 clusters
  Score: Raw -784410.235982 + Penalty 2866.919187 = -781543.316795
  nChanged 23
		SP:Iteration 54Q (3693.450000 sec): 3 clusters
  Score: Raw -784417.437799 + Penalty 2866.919187 = -781550.518613
  nChanged 27
		SP:Iteration 55Q (3693.470000 sec): 3 clusters
  Score: Raw -784425.474794 + Penalty 2866.919187 = -781558.555608
  nChanged 25
		SP:Iteration 56Q (3693.480000 sec): 3 clusters
  Score: Raw -784431.148529 + Penalty 2866.919187 = -781564.229342
  nChanged 22
		SP:Iteration 57Q (3693.500000 sec): 3 clusters
  Score: Raw -784438.158183 + Penalty 2866.919187 = -781571.238996
  nChanged 26
		SP:Iteration 58Q (3693.510000 sec): 3 clusters
  Score: Raw -784445.924736 + Penalty 2866.919187 = -781579.005549
  nChanged 25
		SP:Iteration 59Q (3693.530000 sec): 3 clusters
  Score: Raw -784454.321465 + Penalty 2866.919187 = -781587.402278
  nChanged 24
		SP:Iteration 60F (3693.540000 sec): 3 clusters
  Score: Raw -784463.319367 + Penalty 2866.919187 = -781596.400180
  nChanged 27
		SP:Iteration 61Q (3693.560000 sec): 3 clusters
  Score: Raw -784470.164230 + Penalty 2866.919187 = -781603.245043
  nChanged 23
		SP:Iteration 62Q (3693.580000 sec): 3 clusters
  Score: Raw -784476.533765 + Penalty 2866.919187 = -781609.614579
  nChanged 18
		SP:Iteration 63Q (3693.590000 sec): 3 clusters
  Score: Raw -784480.244096 + Penalty 2866.919187 = -781613.324909
  nChanged 16
		SP:Iteration 64Q (3693.610000 sec): 3 clusters
  Score: Raw -784484.232509 + Penalty 2866.919187 = -781617.313322
  nChanged 15
		SP:Iteration 65Q (3693.620000 sec): 3 clusters
  Score: Raw -784487.497139 + Penalty 2866.919187 = -781620.577952
  nChanged 11
		SP:Iteration 66Q (3693.640000 sec): 3 clusters
  Score: Raw -784489.875592 + Penalty 2866.919187 = -781622.956405
  nChanged 13
		SP:Iteration 67Q (3693.650000 sec): 3 clusters
  Score: Raw -784492.372493 + Penalty 2866.919187 = -781625.453306
  nChanged 13
		SP:Iteration 68Q (3693.670000 sec): 3 clusters
  Score: Raw -784494.586585 + Penalty 2866.919187 = -781627.667399
  nChanged 9
		SP:Iteration 69Q (3693.680000 sec): 3 clusters
  Score: Raw -784496.218133 + Penalty 2866.919187 = -781629.298946
  nChanged 11
		SP:Iteration 70Q (3693.700000 sec): 3 clusters
  Score: Raw -784498.158400 + Penalty 2866.919187 = -781631.239213
  nChanged 11
		SP:Iteration 71Q (3693.710000 sec): 3 clusters
  Score: Raw -784500.297518 + Penalty 2866.919187 = -781633.378332
  nChanged 11
		SP:Iteration 72Q (3693.730000 sec): 3 clusters
  Score: Raw -784503.897780 + Penalty 2866.919187 = -781636.978594
  nChanged 19
		SP:Iteration 73Q (3693.740000 sec): 3 clusters
  Score: Raw -784509.034763 + Penalty 2866.919187 = -781642.115576
  nChanged 16
		SP:Iteration 74Q (3693.760000 sec): 3 clusters
  Score: Raw -784512.682463 + Penalty 2866.919187 = -781645.763277
  nChanged 18
		SP:Iteration 75Q (3693.770000 sec): 3 clusters
  Score: Raw -784516.712499 + Penalty 2866.919187 = -781649.793312
  nChanged 17
		SP:Iteration 76Q (3693.790000 sec): 3 clusters
  Score: Raw -784520.631101 + Penalty 2866.919187 = -781653.711914
  nChanged 17
		SP:Iteration 77Q (3693.800000 sec): 3 clusters
  Score: Raw -784524.739188 + Penalty 2866.919187 = -781657.820001
  nChanged 18
		SP:Iteration 78Q (3693.820000 sec): 3 clusters
  Score: Raw -784529.797754 + Penalty 2866.919187 = -781662.878568
  nChanged 18
		SP:Iteration 79Q (3693.830000 sec): 3 clusters
  Score: Raw -784535.241969 + Penalty 2866.919187 = -781668.322782
  nChanged 18
		SP:Iteration 80F (3693.850000 sec): 3 clusters
  Score: Raw -784540.457705 + Penalty 2866.919187 = -781673.538519
  nChanged 19
		SP:Iteration 81Q (3693.860000 sec): 3 clusters
  Score: Raw -784547.053310 + Penalty 2866.919187 = -781680.134124
  nChanged 16
		SP:Iteration 82Q (3693.880000 sec): 3 clusters
  Score: Raw -784550.409051 + Penalty 2866.919187 = -781683.489864
  nChanged 11
		SP:Iteration 83Q (3693.890000 sec): 3 clusters
  Score: Raw -784552.969183 + Penalty 2866.919187 = -781686.049996
  nChanged 12
		SP:Iteration 84Q (3693.910000 sec): 3 clusters
  Score: Raw -784556.373367 + Penalty 2866.919187 = -781689.454181
  nChanged 8
		SP:Iteration 85Q (3693.920000 sec): 3 clusters
  Score: Raw -784557.903237 + Penalty 2866.919187 = -781690.984050
  nChanged 5
		SP:Iteration 86Q (3693.940000 sec): 3 clusters
  Score: Raw -784558.803828 + Penalty 2866.919187 = -781691.884641
  nChanged 5
		SP:Iteration 87Q (3693.950000 sec): 3 clusters
  Score: Raw -784559.318486 + Penalty 2866.919187 = -781692.399300
  nChanged 5
		SP:Iteration 88Q (3693.960000 sec): 3 clusters
  Score: Raw -784560.203473 + Penalty 2866.919187 = -781693.284286
  nChanged 6
		SP:Iteration 89Q (3693.980000 sec): 3 clusters
  Score: Raw -784561.638931 + Penalty 2866.919187 = -781694.719745
  nChanged 5
		SP:Iteration 90Q (3693.990000 sec): 3 clusters
  Score: Raw -784564.023723 + Penalty 2866.919187 = -781697.104536
  nChanged 7
		SP:Iteration 91Q (3694.010000 sec): 3 clusters
  Score: Raw -784565.336676 + Penalty 2866.919187 = -781698.417489
  nChanged 5
		SP:Iteration 92Q (3694.020000 sec): 3 clusters
  Score: Raw -784566.854865 + Penalty 2866.919187 = -781699.935678
  nChanged 3
		SP:Iteration 93Q (3694.040000 sec): 3 clusters
  Score: Raw -784567.653674 + Penalty 2866.919187 = -781700.734487
  nChanged 6
		SP:Iteration 94Q (3694.050000 sec): 3 clusters
  Score: Raw -784569.201714 + Penalty 2866.919187 = -781702.282527
  nChanged 8
		SP:Iteration 95Q (3694.060000 sec): 3 clusters
  Score: Raw -784571.297062 + Penalty 2866.919187 = -781704.377875
  nChanged 12
		SP:Iteration 96Q (3694.080000 sec): 3 clusters
  Score: Raw -784574.795627 + Penalty 2866.919187 = -781707.876440
  nChanged 12
		SP:Iteration 97Q (3694.100000 sec): 3 clusters
  Score: Raw -784576.977925 + Penalty 2866.919187 = -781710.058739
  nChanged 7
		SP:Iteration 98Q (3694.110000 sec): 3 clusters
  Score: Raw -784578.298408 + Penalty 2866.919187 = -781711.379221
  nChanged 6
		SP:Iteration 99Q (3694.120000 sec): 3 clusters
  Score: Raw -784579.646042 + Penalty 2866.919187 = -781712.726855
  nChanged 8
		SP:Iteration 100F (3694.140000 sec): 3 clusters
  Score: Raw -784581.902433 + Penalty 2866.919187 = -781714.983247
  nChanged 9
		SP:Iteration 101Q (3694.150000 sec): 3 clusters
  Score: Raw -784584.063726 + Penalty 2866.919187 = -781717.144539
  nChanged 9
		SP:Iteration 102Q (3694.160000 sec): 3 clusters
  Score: Raw -784586.174498 + Penalty 2866.919187 = -781719.255312
  nChanged 9
		SP:Iteration 103Q (3694.180000 sec): 3 clusters
  Score: Raw -784588.131859 + Penalty 2866.919187 = -781721.212672
  nChanged 6
		SP:Iteration 104Q (3694.190000 sec): 3 clusters
  Score: Raw -784589.316409 + Penalty 2866.919187 = -781722.397222
  nChanged 4
		SP:Iteration 105Q (3694.210000 sec): 3 clusters
  Score: Raw -784590.246014 + Penalty 2866.919187 = -781723.326828
  nChanged 4
		SP:Iteration 106Q (3694.220000 sec): 3 clusters
  Score: Raw -784591.094363 + Penalty 2866.919187 = -781724.175176
  nChanged 3
		SP:Iteration 107Q (3694.240000 sec): 3 clusters
  Score: Raw -784592.137996 + Penalty 2866.919187 = -781725.218809
  nChanged 8
		SP:Iteration 108Q (3694.250000 sec): 3 clusters
  Score: Raw -784594.178719 + Penalty 2866.919187 = -781727.259533
  nChanged 10
		SP:Iteration 109Q (3694.260000 sec): 3 clusters
  Score: Raw -784596.022068 + Penalty 2866.919187 = -781729.102881
  nChanged 7
		SP:Iteration 110Q (3694.280000 sec): 3 clusters
  Score: Raw -784597.902651 + Penalty 2866.919187 = -781730.983464
  nChanged 8
		SP:Iteration 111Q (3694.300000 sec): 3 clusters
  Score: Raw -784600.018228 + Penalty 2866.919187 = -781733.099041
  nChanged 7
		SP:Iteration 112Q (3694.310000 sec): 3 clusters
  Score: Raw -784601.791564 + Penalty 2866.919187 = -781734.872377
  nChanged 7
		SP:Iteration 113Q (3694.320000 sec): 3 clusters
  Score: Raw -784603.554825 + Penalty 2866.919187 = -781736.635639
  nChanged 8
		SP:Iteration 114Q (3694.340000 sec): 3 clusters
  Score: Raw -784605.322791 + Penalty 2866.919187 = -781738.403604
  nChanged 13
		SP:Iteration 115Q (3694.350000 sec): 3 clusters
  Score: Raw -784608.775650 + Penalty 2866.919187 = -781741.856463
  nChanged 12
		SP:Iteration 116Q (3694.370000 sec): 3 clusters
  Score: Raw -784611.389550 + Penalty 2866.919187 = -781744.470364
  nChanged 12
		SP:Iteration 117Q (3694.380000 sec): 3 clusters
  Score: Raw -784614.506131 + Penalty 2866.919187 = -781747.586944
  nChanged 12
		SP:Iteration 118Q (3694.400000 sec): 3 clusters
  Score: Raw -784619.818919 + Penalty 2866.919187 = -781752.899732
  nChanged 19
		SP:Iteration 119Q (3694.410000 sec): 3 clusters
  Score: Raw -784625.418294 + Penalty 2866.919187 = -781758.499107
  nChanged 15
		SP:Iteration 120F (3694.420000 sec): 3 clusters
  Score: Raw -784630.500276 + Penalty 2866.919187 = -781763.581090
  nChanged 13
		SP:Iteration 121Q (3694.440000 sec): 3 clusters
  Score: Raw -784634.343991 + Penalty 2866.919187 = -781767.424805
  nChanged 12
		SP:Iteration 122Q (3694.450000 sec): 3 clusters
  Score: Raw -784640.104319 + Penalty 2866.919187 = -781773.185133
  nChanged 19
		SP:Iteration 123Q (3694.470000 sec): 3 clusters
  Score: Raw -784648.848262 + Penalty 2866.919187 = -781781.929075
  nChanged 22
		SP:Iteration 124Q (3694.480000 sec): 3 clusters
  Score: Raw -784657.154372 + Penalty 2866.919187 = -781790.235185
  nChanged 22
		SP:Iteration 125Q (3694.500000 sec): 3 clusters
  Score: Raw -784663.478039 + Penalty 2866.919187 = -781796.558852
  nChanged 19
		SP:Iteration 126Q (3694.510000 sec): 3 clusters
  Score: Raw -784670.441349 + Penalty 2866.919187 = -781803.522163
  nChanged 26
		SP:Iteration 127Q (3694.520000 sec): 3 clusters
  Score: Raw -784681.009364 + Penalty 2866.919187 = -781814.090177
  nChanged 20
		SP:Iteration 128Q (3694.540000 sec): 3 clusters
  Score: Raw -784689.304049 + Penalty 2866.919187 = -781822.384862
  nChanged 20
		SP:Iteration 129Q (3694.550000 sec): 3 clusters
  Score: Raw -784696.183904 + Penalty 2866.919187 = -781829.264718
  nChanged 18
		SP:Iteration 130Q (3694.560000 sec): 3 clusters
  Score: Raw -784703.599694 + Penalty 2866.919187 = -781836.680508
  nChanged 22
		SP:Iteration 131Q (3694.580000 sec): 3 clusters
  Score: Raw -784711.207433 + Penalty 2866.919187 = -781844.288247
  nChanged 18
		SP:Iteration 132Q (3694.590000 sec): 3 clusters
  Score: Raw -784716.204796 + Penalty 2866.919187 = -781849.285610
  nChanged 11
		SP:Iteration 133Q (3694.610000 sec): 3 clusters
  Score: Raw -784719.379845 + Penalty 2866.919187 = -781852.460658
  nChanged 10
		SP:Iteration 134Q (3694.620000 sec): 3 clusters
  Score: Raw -784722.750821 + Penalty 2866.919187 = -781855.831634
  nChanged 8
		SP:Iteration 135Q (3694.640000 sec): 3 clusters
  Score: Raw -784724.887993 + Penalty 2866.919187 = -781857.968806
  nChanged 7
		SP:Iteration 136Q (3694.650000 sec): 3 clusters
  Score: Raw -784726.754286 + Penalty 2866.919187 = -781859.835099
  nChanged 5
		SP:Iteration 137Q (3694.660000 sec): 3 clusters
  Score: Raw -784728.250033 + Penalty 2866.919187 = -781861.330846
  nChanged 3
		SP:Iteration 138Q (3694.680000 sec): 3 clusters
  Score: Raw -784728.706413 + Penalty 2866.919187 = -781861.787227
  nChanged 2
		SP:Iteration 139Q (3694.690000 sec): 3 clusters
  Score: Raw -784729.007995 + Penalty 2866.919187 = -781862.088809
  nChanged 2
		SP:Iteration 140F (3694.710000 sec): 3 clusters
  Score: Raw -784729.468698 + Penalty 2866.919187 = -781862.549511
  nChanged 1
		SP:Iteration 141Q (3694.720000 sec): 3 clusters
  Score: Raw -784729.625706 + Penalty 2866.919187 = -781862.706519
  nChanged 0
		SP:Iteration 142F (3694.740000 sec): 3 clusters
  Score: Raw -784729.625706 + Penalty 2866.919187 = -781862.706519
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3694.750000 sec): 2 clusters
  Score: Raw -390599.940212 + Penalty 1324.497926 = -389275.442285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3694.760000 sec): 3 clusters
  Score: Raw -388896.231977 + Penalty 2648.995853 = -386247.236124
  nChanged 1307
		SP:Iteration 1F (3694.770000 sec): 3 clusters
  Score: Raw -389658.906966 + Penalty 2648.995853 = -387009.911114
  nChanged 277
		SP:Iteration 2F (3694.780000 sec): 3 clusters
  Score: Raw -389821.429615 + Penalty 2648.995853 = -387172.433762
  nChanged 205
		SP:Iteration 3F (3694.790000 sec): 3 clusters
  Score: Raw -389933.952082 + Penalty 2648.995853 = -387284.956229
  nChanged 153
		SP:Iteration 4Q (3694.800000 sec): 3 clusters
  Score: Raw -390016.418953 + Penalty 2648.995853 = -387367.423100
  nChanged 122
		SP:Iteration 5Q (3694.800000 sec): 3 clusters
  Score: Raw -390091.343690 + Penalty 2648.995853 = -387442.347837
  nChanged 111
		SP:Iteration 6Q (3694.820000 sec): 3 clusters
  Score: Raw -390149.485986 + Penalty 2648.995853 = -387500.490133
  nChanged 89
		SP:Iteration 7Q (3694.820000 sec): 3 clusters
  Score: Raw -390189.687481 + Penalty 2648.995853 = -387540.691628
  nChanged 79
		SP:Iteration 8Q (3694.830000 sec): 3 clusters
  Score: Raw -390237.678784 + Penalty 2648.995853 = -387588.682931
  nChanged 91
		SP:Iteration 9Q (3694.840000 sec): 3 clusters
  Score: Raw -390295.096369 + Penalty 2648.995853 = -387646.100516
  nChanged 94
		SP:Iteration 10Q (3694.850000 sec): 3 clusters
  Score: Raw -390364.298341 + Penalty 2648.995853 = -387715.302488
  nChanged 98
		SP:Iteration 11Q (3694.860000 sec): 3 clusters
  Score: Raw -390430.446501 + Penalty 2648.995853 = -387781.450648
  nChanged 96
		SP:Iteration 12Q (3694.860000 sec): 3 clusters
  Score: Raw -390499.584288 + Penalty 2648.995853 = -387850.588435
  nChanged 97
		SP:Iteration 13Q (3694.880000 sec): 3 clusters
  Score: Raw -390574.763759 + Penalty 2648.995853 = -387925.767906
  nChanged 96
		SP:Iteration 14Q (3694.880000 sec): 3 clusters
  Score: Raw -390646.459821 + Penalty 2648.995853 = -387997.463968
  nChanged 92
		SP:Iteration 15Q (3694.890000 sec): 3 clusters
  Score: Raw -390714.008341 + Penalty 2648.995853 = -388065.012488
  nChanged 71
		SP:Iteration 16Q (3694.900000 sec): 3 clusters
  Score: Raw -390771.110364 + Penalty 2648.995853 = -388122.114512
  nChanged 60
		SP:Iteration 17Q (3694.910000 sec): 3 clusters
  Score: Raw -390821.926046 + Penalty 2648.995853 = -388172.930193
  nChanged 71
		SP:Iteration 18Q (3694.920000 sec): 3 clusters
  Score: Raw -390886.570785 + Penalty 2648.995853 = -388237.574932
  nChanged 70
		SP:Iteration 19Q (3694.920000 sec): 3 clusters
  Score: Raw -390939.728368 + Penalty 2648.995853 = -388290.732515
  nChanged 58
		SP:Iteration 20F (3694.930000 sec): 3 clusters
  Score: Raw -390990.605709 + Penalty 2648.995853 = -388341.609857
  nChanged 59
		SP:Iteration 21Q (3694.940000 sec): 3 clusters
  Score: Raw -391043.505230 + Penalty 2648.995853 = -388394.509378
  nChanged 48
		SP:Iteration 22Q (3694.950000 sec): 3 clusters
  Score: Raw -391081.309667 + Penalty 2648.995853 = -388432.313814
  nChanged 29
		SP:Iteration 23Q (3694.960000 sec): 3 clusters
  Score: Raw -391096.530026 + Penalty 2648.995853 = -388447.534173
  nChanged 13
		SP:Iteration 24Q (3694.960000 sec): 3 clusters
  Score: Raw -391101.447386 + Penalty 2648.995853 = -388452.451534
  nChanged 8
		SP:Iteration 25Q (3694.970000 sec): 3 clusters
  Score: Raw -391108.092933 + Penalty 2648.995853 = -388459.097080
  nChanged 7
		SP:Iteration 26Q (3694.980000 sec): 3 clusters
  Score: Raw -391113.124800 + Penalty 2648.995853 = -388464.128947
  nChanged 7
		SP:Iteration 27Q (3694.980000 sec): 3 clusters
  Score: Raw -391117.351809 + Penalty 2648.995853 = -388468.355956
  nChanged 7
		SP:Iteration 28Q (3694.990000 sec): 3 clusters
  Score: Raw -391120.650774 + Penalty 2648.995853 = -388471.654921
  nChanged 7
		SP:Iteration 29Q (3695.000000 sec): 3 clusters
  Score: Raw -391127.666203 + Penalty 2648.995853 = -388478.670351
  nChanged 7
		SP:Iteration 30Q (3695.010000 sec): 3 clusters
  Score: Raw -391133.291686 + Penalty 2648.995853 = -388484.295833
  nChanged 2
		SP:Iteration 31Q (3695.020000 sec): 3 clusters
  Score: Raw -391134.644175 + Penalty 2648.995853 = -388485.648322
  nChanged 1
		SP:Iteration 32Q (3695.020000 sec): 3 clusters
  Score: Raw -391135.253165 + Penalty 2648.995853 = -388486.257312
  nChanged 2
		SP:Iteration 33Q (3695.030000 sec): 3 clusters
  Score: Raw -391135.799295 + Penalty 2648.995853 = -388486.803442
  nChanged 1
		SP:Iteration 34Q (3695.040000 sec): 3 clusters
  Score: Raw -391136.057697 + Penalty 2648.995853 = -388487.061844
  nChanged 3
		SP:Iteration 35Q (3695.040000 sec): 3 clusters
  Score: Raw -391137.072054 + Penalty 2648.995853 = -388488.076201
  nChanged 0
		SP:Iteration 36F (3695.050000 sec): 3 clusters
  Score: Raw -391137.072054 + Penalty 2648.995853 = -388488.076201
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3695.060000 sec): 2 clusters
  Score: Raw -151164.505093 + Penalty 1171.877969 = -149992.627124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3695.060000 sec): 3 clusters
  Score: Raw -150667.563832 + Penalty 2343.755938 = -148323.807894
  nChanged 452
		SP:Iteration 1F (3695.070000 sec): 3 clusters
  Score: Raw -151046.515924 + Penalty 2343.755938 = -148702.759986
  nChanged 120
		SP:Iteration 2F (3695.070000 sec): 3 clusters
  Score: Raw -151138.022137 + Penalty 2343.755938 = -148794.266199
  nChanged 50
		SP:Iteration 3Q (3695.080000 sec): 3 clusters
  Score: Raw -151176.586258 + Penalty 2343.755938 = -148832.830320
  nChanged 46
		SP:Iteration 4Q (3695.080000 sec): 3 clusters
  Score: Raw -151218.498000 + Penalty 2343.755938 = -148874.742062
  nChanged 41
		SP:Iteration 5Q (3695.080000 sec): 3 clusters
  Score: Raw -151252.064403 + Penalty 2343.755938 = -148908.308465
  nChanged 36
		SP:Iteration 6Q (3695.080000 sec): 3 clusters
  Score: Raw -151289.048746 + Penalty 2343.755938 = -148945.292808
  nChanged 32
		SP:Iteration 7Q (3695.090000 sec): 3 clusters
  Score: Raw -151327.567126 + Penalty 2343.755938 = -148983.811187
  nChanged 37
		SP:Iteration 8Q (3695.090000 sec): 3 clusters
  Score: Raw -151375.247415 + Penalty 2343.755938 = -149031.491477
  nChanged 40
		SP:Iteration 9Q (3695.090000 sec): 3 clusters
  Score: Raw -151426.499295 + Penalty 2343.755938 = -149082.743357
  nChanged 42
		SP:Iteration 10Q (3695.100000 sec): 3 clusters
  Score: Raw -151487.454179 + Penalty 2343.755938 = -149143.698241
  nChanged 44
		SP:Iteration 11Q (3695.100000 sec): 3 clusters
  Score: Raw -151567.035376 + Penalty 2343.755938 = -149223.279438
  nChanged 48
		SP:Iteration 12Q (3695.100000 sec): 3 clusters
  Score: Raw -151648.150527 + Penalty 2343.755938 = -149304.394589
  nChanged 42
		SP:Iteration 13Q (3695.110000 sec): 3 clusters
  Score: Raw -151712.869915 + Penalty 2343.755938 = -149369.113977
  nChanged 27
		SP:Iteration 14Q (3695.110000 sec): 3 clusters
  Score: Raw -151745.597243 + Penalty 2343.755938 = -149401.841304
  nChanged 28
		SP:Iteration 15Q (3695.110000 sec): 3 clusters
  Score: Raw -151800.820799 + Penalty 2343.755938 = -149457.064861
  nChanged 40
		SP:Iteration 16Q (3695.120000 sec): 3 clusters
  Score: Raw -151864.506863 + Penalty 2343.755938 = -149520.750925
  nChanged 35
		SP:Iteration 17Q (3695.120000 sec): 3 clusters
  Score: Raw -151909.387121 + Penalty 2343.755938 = -149565.631183
  nChanged 18
		SP:Iteration 18Q (3695.120000 sec): 3 clusters
  Score: Raw -151941.890044 + Penalty 2343.755938 = -149598.134105
  nChanged 25
		SP:Iteration 19Q (3695.120000 sec): 3 clusters
  Score: Raw -151983.927954 + Penalty 2343.755938 = -149640.172016
  nChanged 14
		SP:Iteration 20F (3695.130000 sec): 3 clusters
  Score: Raw -152001.694541 + Penalty 2343.755938 = -149657.938603
  nChanged 17
		SP:Iteration 21Q (3695.130000 sec): 3 clusters
  Score: Raw -152031.236670 + Penalty 2343.755938 = -149687.480732
  nChanged 17
		SP:Iteration 22Q (3695.130000 sec): 3 clusters
  Score: Raw -152059.716108 + Penalty 2343.755938 = -149715.960169
  nChanged 12
		SP:Iteration 23Q (3695.140000 sec): 3 clusters
  Score: Raw -152082.754609 + Penalty 2343.755938 = -149738.998671
  nChanged 10
		SP:Iteration 24Q (3695.140000 sec): 3 clusters
  Score: Raw -152101.164561 + Penalty 2343.755938 = -149757.408622
  nChanged 3
		SP:Iteration 25Q (3695.140000 sec): 3 clusters
  Score: Raw -152110.764523 + Penalty 2343.755938 = -149767.008585
  nChanged 2
		SP:Iteration 26Q (3695.140000 sec): 3 clusters
  Score: Raw -152114.674224 + Penalty 2343.755938 = -149770.918285
  nChanged 0
		SP:Iteration 27F (3695.140000 sec): 3 clusters
  Score: Raw -152114.674224 + Penalty 2343.755938 = -149770.918285
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (57004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3695.320000 sec): 2 clusters
  Score: Raw -6709213.204000 + Penalty 1779.517467 = -6707433.686533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3695.470000 sec): 3 clusters
  Score: Raw -6673126.966749 + Penalty 3559.034934 = -6669567.931815
  nChanged 26768
		SP:Iteration 1F (3695.620000 sec): 3 clusters
  Score: Raw -6688815.524549 + Penalty 3559.034934 = -6685256.489615
  nChanged 3124
		SP:Iteration 2F (3695.770000 sec): 3 clusters
  Score: Raw -6690327.425889 + Penalty 3559.034934 = -6686768.390955
  nChanged 3909
		SP:Iteration 3F (3695.920000 sec): 3 clusters
  Score: Raw -6692811.827775 + Penalty 3559.034934 = -6689252.792841
  nChanged 4675
		SP:Iteration 4F (3696.080000 sec): 3 clusters
  Score: Raw -6696551.729608 + Penalty 3559.034934 = -6692992.694674
  nChanged 4799
		SP:Iteration 5F (3696.220000 sec): 3 clusters
  Score: Raw -6700935.937240 + Penalty 3559.034934 = -6697376.902306
  nChanged 4078
		SP:Iteration 6F (3696.370000 sec): 3 clusters
  Score: Raw -6704927.142412 + Penalty 3559.034934 = -6701368.107478
  nChanged 2715
		SP:Iteration 7Q (3696.520000 sec): 3 clusters
  Score: Raw -6707521.302163 + Penalty 3559.034934 = -6703962.267229
  nChanged 1348
		SP:Iteration 8Q (3696.670000 sec): 3 clusters
  Score: Raw -6708768.881018 + Penalty 3559.034934 = -6705209.846084
  nChanged 552
		SP:Iteration 9Q (3696.800000 sec): 3 clusters
  Score: Raw -6709353.483987 + Penalty 3559.034934 = -6705794.449053
  nChanged 228
		SP:Iteration 10Q (3696.920000 sec): 3 clusters
  Score: Raw -6709610.969192 + Penalty 3559.034934 = -6706051.934258
  nChanged 123
		SP:Iteration 11Q (3697.030000 sec): 3 clusters
  Score: Raw -6709774.927319 + Penalty 3559.034934 = -6706215.892385
  nChanged 78
		SP:Iteration 12Q (3697.140000 sec): 3 clusters
  Score: Raw -6709872.369096 + Penalty 3559.034934 = -6706313.334163
  nChanged 48
		SP:Iteration 13Q (3697.240000 sec): 3 clusters
  Score: Raw -6709921.303296 + Penalty 3559.034934 = -6706362.268362
  nChanged 34
		SP:Iteration 14Q (3697.340000 sec): 3 clusters
  Score: Raw -6709944.719009 + Penalty 3559.034934 = -6706385.684075
  nChanged 21
		SP:Iteration 15Q (3697.450000 sec): 3 clusters
  Score: Raw -6709955.507896 + Penalty 3559.034934 = -6706396.472962
  nChanged 12
		SP:Iteration 16Q (3697.550000 sec): 3 clusters
  Score: Raw -6709963.390611 + Penalty 3559.034934 = -6706404.355677
  nChanged 10
		SP:Iteration 17Q (3697.650000 sec): 3 clusters
  Score: Raw -6709968.258241 + Penalty 3559.034934 = -6706409.223307
  nChanged 5
		SP:Iteration 18Q (3697.760000 sec): 3 clusters
  Score: Raw -6709969.599603 + Penalty 3559.034934 = -6706410.564669
  nChanged 2
		SP:Iteration 19Q (3697.860000 sec): 3 clusters
  Score: Raw -6709970.612742 + Penalty 3559.034934 = -6706411.577808
  nChanged 5
		SP:Iteration 20F (3698.000000 sec): 3 clusters
  Score: Raw -6709973.324292 + Penalty 3559.034934 = -6706414.289358
  nChanged 6
		SP:Iteration 21Q (3698.110000 sec): 3 clusters
  Score: Raw -6709976.243004 + Penalty 3559.034934 = -6706417.208070
  nChanged 6
		SP:Iteration 22Q (3698.210000 sec): 3 clusters
  Score: Raw -6709979.634513 + Penalty 3559.034934 = -6706420.599580
  nChanged 11
		SP:Iteration 23Q (3698.320000 sec): 3 clusters
  Score: Raw -6709986.706206 + Penalty 3559.034934 = -6706427.671272
  nChanged 10
		SP:Iteration 24Q (3698.420000 sec): 3 clusters
  Score: Raw -6709993.402196 + Penalty 3559.034934 = -6706434.367262
  nChanged 10
		SP:Iteration 25Q (3698.520000 sec): 3 clusters
  Score: Raw -6709999.349797 + Penalty 3559.034934 = -6706440.314864
  nChanged 10
		SP:Iteration 26Q (3698.630000 sec): 3 clusters
  Score: Raw -6710003.194111 + Penalty 3559.034934 = -6706444.159177
  nChanged 3
		SP:Iteration 27Q (3698.730000 sec): 3 clusters
  Score: Raw -6710004.489591 + Penalty 3559.034934 = -6706445.454657
  nChanged 4
		SP:Iteration 28Q (3698.830000 sec): 3 clusters
  Score: Raw -6710005.887836 + Penalty 3559.034934 = -6706446.852902
  nChanged 2
		SP:Iteration 29Q (3698.940000 sec): 3 clusters
  Score: Raw -6710006.787814 + Penalty 3559.034934 = -6706447.752880
  nChanged 2
		SP:Iteration 30Q (3699.040000 sec): 3 clusters
  Score: Raw -6710007.463456 + Penalty 3559.034934 = -6706448.428522
  nChanged 2
		SP:Iteration 31Q (3699.140000 sec): 3 clusters
  Score: Raw -6710008.348134 + Penalty 3559.034934 = -6706449.313201
  nChanged 2
		SP:Iteration 32Q (3699.240000 sec): 3 clusters
  Score: Raw -6710009.253980 + Penalty 3559.034934 = -6706450.219046
  nChanged 5
		SP:Iteration 33Q (3699.350000 sec): 3 clusters
  Score: Raw -6710010.587598 + Penalty 3559.034934 = -6706451.552664
  nChanged 2
		SP:Iteration 34Q (3699.450000 sec): 3 clusters
  Score: Raw -6710011.501301 + Penalty 3559.034934 = -6706452.466367
  nChanged 1
		SP:Iteration 35Q (3699.550000 sec): 3 clusters
  Score: Raw -6710012.006477 + Penalty 3559.034934 = -6706452.971543
  nChanged 1
		SP:Iteration 36Q (3699.660000 sec): 3 clusters
  Score: Raw -6710012.274239 + Penalty 3559.034934 = -6706453.239305
  nChanged 1
		SP:Iteration 37Q (3699.760000 sec): 3 clusters
  Score: Raw -6710012.742789 + Penalty 3559.034934 = -6706453.707855
  nChanged 0
		SP:Iteration 38F (3699.900000 sec): 3 clusters
  Score: Raw -6710012.742789 + Penalty 3559.034934 = -6706453.707855
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3699.940000 sec): 2 clusters
  Score: Raw -52230.122238 + Penalty 1013.727752 = -51216.394487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3699.950000 sec): 3 clusters
  Score: Raw -52243.880702 + Penalty 2027.455503 = -50216.425199
  nChanged 146
		SP:Iteration 1F (3699.950000 sec): 3 clusters
  Score: Raw -52505.404387 + Penalty 2027.455503 = -50477.948884
  nChanged 56
		SP:Iteration 2F (3699.950000 sec): 3 clusters
  Score: Raw -52666.907287 + Penalty 2027.455503 = -50639.451784
  nChanged 41
		SP:Iteration 3F (3699.950000 sec): 3 clusters
  Score: Raw -52853.651861 + Penalty 2027.455503 = -50826.196358
  nChanged 41
		SP:Iteration 4F (3699.950000 sec): 3 clusters
  Score: Raw -52967.618074 + Penalty 2027.455503 = -50940.162571
  nChanged 24
		SP:Iteration 5Q (3699.950000 sec): 3 clusters
  Score: Raw -53058.873470 + Penalty 2027.455503 = -51031.417966
  nChanged 20
		SP:Iteration 6Q (3699.960000 sec): 3 clusters
  Score: Raw -53129.878350 + Penalty 2027.455503 = -51102.422847
  nChanged 8
		SP:Iteration 7Q (3699.960000 sec): 3 clusters
  Score: Raw -53145.675570 + Penalty 2027.455503 = -51118.220066
  nChanged 5
		SP:Iteration 8Q (3699.960000 sec): 3 clusters
  Score: Raw -53164.701205 + Penalty 2027.455503 = -51137.245702
  nChanged 3
		SP:Iteration 9Q (3699.960000 sec): 3 clusters
  Score: Raw -53174.948900 + Penalty 2027.455503 = -51147.493397
  nChanged 2
		SP:Iteration 10Q (3699.960000 sec): 3 clusters
  Score: Raw -53179.038057 + Penalty 2027.455503 = -51151.582554
  nChanged 0
		SP:Iteration 11F (3699.960000 sec): 3 clusters
  Score: Raw -53191.889819 + Penalty 2027.455503 = -51164.434316
  nChanged 2
		SP:Iteration 12Q (3699.960000 sec): 3 clusters
  Score: Raw -53278.752814 + Penalty 2027.455503 = -51251.297311
  nChanged 7
		SP:Iteration 13Q (3699.960000 sec): 3 clusters
  Score: Raw -53318.328064 + Penalty 2027.455503 = -51290.872561
  nChanged 4
		SP:Iteration 14Q (3699.960000 sec): 3 clusters
  Score: Raw -53340.225897 + Penalty 2027.455503 = -51312.770393
  nChanged 0
		SP:Iteration 15F (3699.960000 sec): 3 clusters
  Score: Raw -53340.225897 + Penalty 2027.455503 = -51312.770393
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (8617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3700.000000 sec): 2 clusters
  Score: Raw -960722.700650 + Penalty 1472.492495 = -959250.208155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3700.020000 sec): 3 clusters
  Score: Raw -955905.757176 + Penalty 2944.984989 = -952960.772186
  nChanged 3709
		SP:Iteration 1F (3700.040000 sec): 3 clusters
  Score: Raw -958023.564915 + Penalty 2944.984989 = -955078.579926
  nChanged 641
		SP:Iteration 2F (3700.060000 sec): 3 clusters
  Score: Raw -958368.552889 + Penalty 2944.984989 = -955423.567899
  nChanged 531
		SP:Iteration 3F (3700.090000 sec): 3 clusters
  Score: Raw -958656.057304 + Penalty 2944.984989 = -955711.072315
  nChanged 449
		SP:Iteration 4F (3700.110000 sec): 3 clusters
  Score: Raw -958880.286420 + Penalty 2944.984989 = -955935.301430
  nChanged 408
		SP:Iteration 5Q (3700.130000 sec): 3 clusters
  Score: Raw -959094.406190 + Penalty 2944.984989 = -956149.421200
  nChanged 386
		SP:Iteration 6Q (3700.150000 sec): 3 clusters
  Score: Raw -959311.959854 + Penalty 2944.984989 = -956366.974865
  nChanged 368
		SP:Iteration 7Q (3700.180000 sec): 3 clusters
  Score: Raw -959541.673527 + Penalty 2944.984989 = -956596.688538
  nChanged 375
		SP:Iteration 8Q (3700.200000 sec): 3 clusters
  Score: Raw -959787.836419 + Penalty 2944.984989 = -956842.851430
  nChanged 357
		SP:Iteration 9Q (3700.220000 sec): 3 clusters
  Score: Raw -960045.828257 + Penalty 2944.984989 = -957100.843268
  nChanged 303
		SP:Iteration 10Q (3700.240000 sec): 3 clusters
  Score: Raw -960259.544546 + Penalty 2944.984989 = -957314.559557
  nChanged 227
		SP:Iteration 11Q (3700.260000 sec): 3 clusters
  Score: Raw -960427.149205 + Penalty 2944.984989 = -957482.164215
  nChanged 171
		SP:Iteration 12Q (3700.280000 sec): 3 clusters
  Score: Raw -960557.632065 + Penalty 2944.984989 = -957612.647075
  nChanged 124
		SP:Iteration 13Q (3700.300000 sec): 3 clusters
  Score: Raw -960645.947773 + Penalty 2944.984989 = -957700.962783
  nChanged 85
		SP:Iteration 14Q (3700.320000 sec): 3 clusters
  Score: Raw -960709.161906 + Penalty 2944.984989 = -957764.176916
  nChanged 56
		SP:Iteration 15Q (3700.340000 sec): 3 clusters
  Score: Raw -960753.548254 + Penalty 2944.984989 = -957808.563264
  nChanged 54
		SP:Iteration 16Q (3700.360000 sec): 3 clusters
  Score: Raw -960793.928070 + Penalty 2944.984989 = -957848.943081
  nChanged 33
		SP:Iteration 17Q (3700.380000 sec): 3 clusters
  Score: Raw -960822.737022 + Penalty 2944.984989 = -957877.752033
  nChanged 28
		SP:Iteration 18Q (3700.400000 sec): 3 clusters
  Score: Raw -960849.162067 + Penalty 2944.984989 = -957904.177077
  nChanged 19
		SP:Iteration 19Q (3700.420000 sec): 3 clusters
  Score: Raw -960865.248601 + Penalty 2944.984989 = -957920.263611
  nChanged 16
		SP:Iteration 20F (3700.440000 sec): 3 clusters
  Score: Raw -960879.839166 + Penalty 2944.984989 = -957934.854177
  nChanged 12
		SP:Iteration 21Q (3700.460000 sec): 3 clusters
  Score: Raw -960890.688855 + Penalty 2944.984989 = -957945.703865
  nChanged 7
		SP:Iteration 22Q (3700.480000 sec): 3 clusters
  Score: Raw -960898.127749 + Penalty 2944.984989 = -957953.142760
  nChanged 5
		SP:Iteration 23Q (3700.490000 sec): 3 clusters
  Score: Raw -960901.185729 + Penalty 2944.984989 = -957956.200739
  nChanged 2
		SP:Iteration 24Q (3700.510000 sec): 3 clusters
  Score: Raw -960902.022509 + Penalty 2944.984989 = -957957.037520
  nChanged 0
		SP:Iteration 25F (3700.530000 sec): 3 clusters
  Score: Raw -960902.022509 + Penalty 2944.984989 = -957957.037520
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3700.550000 sec): 2 clusters
  Score: Raw -317642.500685 + Penalty 1299.072935 = -316343.427749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3700.560000 sec): 3 clusters
  Score: Raw -316226.112701 + Penalty 2598.145871 = -313627.966831
  nChanged 1127
		SP:Iteration 1F (3700.560000 sec): 3 clusters
  Score: Raw -316916.416823 + Penalty 2598.145871 = -314318.270952
  nChanged 266
		SP:Iteration 2F (3700.570000 sec): 3 clusters
  Score: Raw -317109.498840 + Penalty 2598.145871 = -314511.352969
  nChanged 181
		SP:Iteration 3F (3700.580000 sec): 3 clusters
  Score: Raw -317258.394612 + Penalty 2598.145871 = -314660.248741
  nChanged 182
		SP:Iteration 4F (3700.580000 sec): 3 clusters
  Score: Raw -317449.370578 + Penalty 2598.145871 = -314851.224707
  nChanged 184
		SP:Iteration 5F (3700.590000 sec): 3 clusters
  Score: Raw -317653.419631 + Penalty 2598.145871 = -315055.273760
  nChanged 161
		SP:Iteration 6F (3700.600000 sec): 3 clusters
  Score: Raw -317845.448515 + Penalty 2598.145871 = -315247.302644
  nChanged 155
		SP:Iteration 7F (3700.610000 sec): 3 clusters
  Score: Raw -318049.933778 + Penalty 2598.145871 = -315451.787908
  nChanged 134
		SP:Iteration 8Q (3700.620000 sec): 3 clusters
  Score: Raw -318199.186439 + Penalty 2598.145871 = -315601.040568
  nChanged 100
		SP:Iteration 9Q (3700.620000 sec): 3 clusters
  Score: Raw -318320.419958 + Penalty 2598.145871 = -315722.274088
  nChanged 91
		SP:Iteration 10Q (3700.630000 sec): 3 clusters
  Score: Raw -318429.034395 + Penalty 2598.145871 = -315830.888525
  nChanged 74
		SP:Iteration 11Q (3700.640000 sec): 3 clusters
  Score: Raw -318499.798583 + Penalty 2598.145871 = -315901.652712
  nChanged 63
		SP:Iteration 12Q (3700.640000 sec): 3 clusters
  Score: Raw -318553.293120 + Penalty 2598.145871 = -315955.147249
  nChanged 39
		SP:Iteration 13Q (3700.650000 sec): 3 clusters
  Score: Raw -318578.112122 + Penalty 2598.145871 = -315979.966251
  nChanged 26
		SP:Iteration 14Q (3700.660000 sec): 3 clusters
  Score: Raw -318598.095109 + Penalty 2598.145871 = -315999.949239
  nChanged 16
		SP:Iteration 15Q (3700.660000 sec): 3 clusters
  Score: Raw -318607.946186 + Penalty 2598.145871 = -316009.800315
  nChanged 22
		SP:Iteration 16Q (3700.670000 sec): 3 clusters
  Score: Raw -318619.166406 + Penalty 2598.145871 = -316021.020536
  nChanged 14
		SP:Iteration 17Q (3700.680000 sec): 3 clusters
  Score: Raw -318625.067068 + Penalty 2598.145871 = -316026.921198
  nChanged 5
		SP:Iteration 18Q (3700.680000 sec): 3 clusters
  Score: Raw -318626.603445 + Penalty 2598.145871 = -316028.457574
  nChanged 6
		SP:Iteration 19Q (3700.690000 sec): 3 clusters
  Score: Raw -318628.147680 + Penalty 2598.145871 = -316030.001809
  nChanged 1
		SP:Iteration 20F (3700.700000 sec): 3 clusters
  Score: Raw -318628.341424 + Penalty 2598.145871 = -316030.195553
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3700.710000 sec): 2 clusters
  Score: Raw -370646.356298 + Penalty 1311.217266 = -369335.139032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3700.720000 sec): 3 clusters
  Score: Raw -369129.075610 + Penalty 2622.434532 = -366506.641078
  nChanged 1194
		SP:Iteration 1F (3700.720000 sec): 3 clusters
  Score: Raw -369817.776551 + Penalty 2622.434532 = -367195.342019
  nChanged 276
		SP:Iteration 2F (3700.730000 sec): 3 clusters
  Score: Raw -370003.987470 + Penalty 2622.434532 = -367381.552938
  nChanged 189
		SP:Iteration 3F (3700.740000 sec): 3 clusters
  Score: Raw -370108.842695 + Penalty 2622.434532 = -367486.408163
  nChanged 123
		SP:Iteration 4Q (3700.750000 sec): 3 clusters
  Score: Raw -370173.543413 + Penalty 2622.434532 = -367551.108881
  nChanged 111
		SP:Iteration 5Q (3700.760000 sec): 3 clusters
  Score: Raw -370238.669955 + Penalty 2622.434532 = -367616.235424
  nChanged 95
		SP:Iteration 6Q (3700.760000 sec): 3 clusters
  Score: Raw -370291.618162 + Penalty 2622.434532 = -367669.183630
  nChanged 92
		SP:Iteration 7Q (3700.770000 sec): 3 clusters
  Score: Raw -370339.569538 + Penalty 2622.434532 = -367717.135006
  nChanged 63
		SP:Iteration 8Q (3700.780000 sec): 3 clusters
  Score: Raw -370375.804760 + Penalty 2622.434532 = -367753.370228
  nChanged 62
		SP:Iteration 9Q (3700.790000 sec): 3 clusters
  Score: Raw -370409.218174 + Penalty 2622.434532 = -367786.783642
  nChanged 66
		SP:Iteration 10Q (3700.800000 sec): 3 clusters
  Score: Raw -370444.924159 + Penalty 2622.434532 = -367822.489628
  nChanged 59
		SP:Iteration 11Q (3700.800000 sec): 3 clusters
  Score: Raw -370477.312558 + Penalty 2622.434532 = -367854.878027
  nChanged 65
		SP:Iteration 12Q (3700.810000 sec): 3 clusters
  Score: Raw -370516.859161 + Penalty 2622.434532 = -367894.424629
  nChanged 57
		SP:Iteration 13Q (3700.820000 sec): 3 clusters
  Score: Raw -370550.850419 + Penalty 2622.434532 = -367928.415887
  nChanged 46
		SP:Iteration 14Q (3700.830000 sec): 3 clusters
  Score: Raw -370579.125252 + Penalty 2622.434532 = -367956.690720
  nChanged 49
		SP:Iteration 15Q (3700.830000 sec): 3 clusters
  Score: Raw -370609.015759 + Penalty 2622.434532 = -367986.581227
  nChanged 40
		SP:Iteration 16Q (3700.840000 sec): 3 clusters
  Score: Raw -370632.384879 + Penalty 2622.434532 = -368009.950347
  nChanged 40
		SP:Iteration 17Q (3700.850000 sec): 3 clusters
  Score: Raw -370657.521330 + Penalty 2622.434532 = -368035.086798
  nChanged 27
		SP:Iteration 18Q (3700.860000 sec): 3 clusters
  Score: Raw -370672.530762 + Penalty 2622.434532 = -368050.096231
  nChanged 24
		SP:Iteration 19Q (3700.860000 sec): 3 clusters
  Score: Raw -370683.734626 + Penalty 2622.434532 = -368061.300094
  nChanged 14
		SP:Iteration 20F (3700.870000 sec): 3 clusters
  Score: Raw -370691.395774 + Penalty 2622.434532 = -368068.961243
  nChanged 13
		SP:Iteration 21Q (3700.880000 sec): 3 clusters
  Score: Raw -370701.826009 + Penalty 2622.434532 = -368079.391477
  nChanged 20
		SP:Iteration 22Q (3700.890000 sec): 3 clusters
  Score: Raw -370712.422743 + Penalty 2622.434532 = -368089.988211
  nChanged 21
		SP:Iteration 23Q (3700.900000 sec): 3 clusters
  Score: Raw -370730.146448 + Penalty 2622.434532 = -368107.711917
  nChanged 23
		SP:Iteration 24Q (3700.900000 sec): 3 clusters
  Score: Raw -370744.199494 + Penalty 2622.434532 = -368121.764962
  nChanged 17
		SP:Iteration 25Q (3700.910000 sec): 3 clusters
  Score: Raw -370754.801561 + Penalty 2622.434532 = -368132.367030
  nChanged 20
		SP:Iteration 26Q (3700.920000 sec): 3 clusters
  Score: Raw -370766.492994 + Penalty 2622.434532 = -368144.058462
  nChanged 16
		SP:Iteration 27Q (3700.920000 sec): 3 clusters
  Score: Raw -370778.982090 + Penalty 2622.434532 = -368156.547558
  nChanged 18
		SP:Iteration 28Q (3700.930000 sec): 3 clusters
  Score: Raw -370791.666687 + Penalty 2622.434532 = -368169.232155
  nChanged 16
		SP:Iteration 29Q (3700.940000 sec): 3 clusters
  Score: Raw -370803.570287 + Penalty 2622.434532 = -368181.135756
  nChanged 13
		SP:Iteration 30Q (3700.940000 sec): 3 clusters
  Score: Raw -370813.533499 + Penalty 2622.434532 = -368191.098967
  nChanged 10
		SP:Iteration 31Q (3700.950000 sec): 3 clusters
  Score: Raw -370823.730995 + Penalty 2622.434532 = -368201.296464
  nChanged 8
		SP:Iteration 32Q (3700.960000 sec): 3 clusters
  Score: Raw -370828.262472 + Penalty 2622.434532 = -368205.827941
  nChanged 6
		SP:Iteration 33Q (3700.970000 sec): 3 clusters
  Score: Raw -370830.579418 + Penalty 2622.434532 = -368208.144886
  nChanged 5
		SP:Iteration 34Q (3700.970000 sec): 3 clusters
  Score: Raw -370832.764617 + Penalty 2622.434532 = -368210.330085
  nChanged 2
		SP:Iteration 35Q (3700.980000 sec): 3 clusters
  Score: Raw -370833.505322 + Penalty 2622.434532 = -368211.070790
  nChanged 2
		SP:Iteration 36Q (3700.990000 sec): 3 clusters
  Score: Raw -370834.278849 + Penalty 2622.434532 = -368211.844317
  nChanged 3
		SP:Iteration 37Q (3701.000000 sec): 3 clusters
  Score: Raw -370835.983373 + Penalty 2622.434532 = -368213.548841
  nChanged 1
		SP:Iteration 38Q (3701.000000 sec): 3 clusters
  Score: Raw -370836.368344 + Penalty 2622.434532 = -368213.933812
  nChanged 0
		SP:Iteration 39F (3701.010000 sec): 3 clusters
  Score: Raw -370836.368344 + Penalty 2622.434532 = -368213.933812
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3701.050000 sec): 2 clusters
  Score: Raw -1526883.371379 + Penalty 1538.838808 = -1525344.532571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3701.080000 sec): 3 clusters
  Score: Raw -1519398.741495 + Penalty 3077.677616 = -1516321.063879
  nChanged 5695
		SP:Iteration 1F (3701.120000 sec): 3 clusters
  Score: Raw -1522463.194469 + Penalty 3077.677616 = -1519385.516853
  nChanged 758
		SP:Iteration 2F (3701.150000 sec): 3 clusters
  Score: Raw -1522793.510024 + Penalty 3077.677616 = -1519715.832408
  nChanged 706
		SP:Iteration 3F (3701.180000 sec): 3 clusters
  Score: Raw -1523130.564218 + Penalty 3077.677616 = -1520052.886603
  nChanged 746
		SP:Iteration 4F (3701.220000 sec): 3 clusters
  Score: Raw -1523548.519155 + Penalty 3077.677616 = -1520470.841539
  nChanged 813
		SP:Iteration 5F (3701.250000 sec): 3 clusters
  Score: Raw -1524108.230156 + Penalty 3077.677616 = -1521030.552541
  nChanged 878
		SP:Iteration 6F (3701.280000 sec): 3 clusters
  Score: Raw -1524771.527648 + Penalty 3077.677616 = -1521693.850032
  nChanged 841
		SP:Iteration 7F (3701.320000 sec): 3 clusters
  Score: Raw -1525405.584865 + Penalty 3077.677616 = -1522327.907249
  nChanged 704
		SP:Iteration 8F (3701.350000 sec): 3 clusters
  Score: Raw -1525874.284679 + Penalty 3077.677616 = -1522796.607063
  nChanged 487
		SP:Iteration 9Q (3701.380000 sec): 3 clusters
  Score: Raw -1526160.243616 + Penalty 3077.677616 = -1523082.566001
  nChanged 344
		SP:Iteration 10Q (3701.410000 sec): 3 clusters
  Score: Raw -1526368.017608 + Penalty 3077.677616 = -1523290.339993
  nChanged 276
		SP:Iteration 11Q (3701.440000 sec): 3 clusters
  Score: Raw -1526538.329709 + Penalty 3077.677616 = -1523460.652093
  nChanged 225
		SP:Iteration 12Q (3701.480000 sec): 3 clusters
  Score: Raw -1526689.288521 + Penalty 3077.677616 = -1523611.610905
  nChanged 204
		SP:Iteration 13Q (3701.500000 sec): 3 clusters
  Score: Raw -1526812.826716 + Penalty 3077.677616 = -1523735.149100
  nChanged 149
		SP:Iteration 14Q (3701.540000 sec): 3 clusters
  Score: Raw -1526899.910611 + Penalty 3077.677616 = -1523822.232995
  nChanged 126
		SP:Iteration 15Q (3701.560000 sec): 3 clusters
  Score: Raw -1526976.495251 + Penalty 3077.677616 = -1523898.817636
  nChanged 119
		SP:Iteration 16Q (3701.590000 sec): 3 clusters
  Score: Raw -1527047.723094 + Penalty 3077.677616 = -1523970.045478
  nChanged 95
		SP:Iteration 17Q (3701.620000 sec): 3 clusters
  Score: Raw -1527105.812101 + Penalty 3077.677616 = -1524028.134486
  nChanged 89
		SP:Iteration 18Q (3701.650000 sec): 3 clusters
  Score: Raw -1527169.996671 + Penalty 3077.677616 = -1524092.319055
  nChanged 81
		SP:Iteration 19Q (3701.680000 sec): 3 clusters
  Score: Raw -1527211.215583 + Penalty 3077.677616 = -1524133.537967
  nChanged 53
		SP:Iteration 20F (3701.710000 sec): 3 clusters
  Score: Raw -1527237.749647 + Penalty 3077.677616 = -1524160.072032
  nChanged 48
		SP:Iteration 21Q (3701.740000 sec): 3 clusters
  Score: Raw -1527263.072300 + Penalty 3077.677616 = -1524185.394684
  nChanged 41
		SP:Iteration 22Q (3701.760000 sec): 3 clusters
  Score: Raw -1527278.864024 + Penalty 3077.677616 = -1524201.186409
  nChanged 39
		SP:Iteration 23Q (3701.790000 sec): 3 clusters
  Score: Raw -1527294.343265 + Penalty 3077.677616 = -1524216.665650
  nChanged 36
		SP:Iteration 24Q (3701.810000 sec): 3 clusters
  Score: Raw -1527307.587603 + Penalty 3077.677616 = -1524229.909987
  nChanged 30
		SP:Iteration 25Q (3701.840000 sec): 3 clusters
  Score: Raw -1527317.954564 + Penalty 3077.677616 = -1524240.276948
  nChanged 23
		SP:Iteration 26Q (3701.860000 sec): 3 clusters
  Score: Raw -1527326.178940 + Penalty 3077.677616 = -1524248.501325
  nChanged 19
		SP:Iteration 27Q (3701.890000 sec): 3 clusters
  Score: Raw -1527331.503130 + Penalty 3077.677616 = -1524253.825515
  nChanged 16
		SP:Iteration 28Q (3701.920000 sec): 3 clusters
  Score: Raw -1527335.939068 + Penalty 3077.677616 = -1524258.261452
  nChanged 16
		SP:Iteration 29Q (3701.940000 sec): 3 clusters
  Score: Raw -1527340.784005 + Penalty 3077.677616 = -1524263.106389
  nChanged 12
		SP:Iteration 30Q (3701.960000 sec): 3 clusters
  Score: Raw -1527343.766136 + Penalty 3077.677616 = -1524266.088520
  nChanged 5
		SP:Iteration 31Q (3701.990000 sec): 3 clusters
  Score: Raw -1527345.382422 + Penalty 3077.677616 = -1524267.704806
  nChanged 6
		SP:Iteration 32Q (3702.020000 sec): 3 clusters
  Score: Raw -1527347.067235 + Penalty 3077.677616 = -1524269.389619
  nChanged 5
		SP:Iteration 33Q (3702.040000 sec): 3 clusters
  Score: Raw -1527348.994091 + Penalty 3077.677616 = -1524271.316475
  nChanged 9
		SP:Iteration 34Q (3702.060000 sec): 3 clusters
  Score: Raw -1527352.240955 + Penalty 3077.677616 = -1524274.563339
  nChanged 10
		SP:Iteration 35Q (3702.090000 sec): 3 clusters
  Score: Raw -1527355.121883 + Penalty 3077.677616 = -1524277.444267
  nChanged 5
		SP:Iteration 36Q (3702.120000 sec): 3 clusters
  Score: Raw -1527355.920568 + Penalty 3077.677616 = -1524278.242953
  nChanged 2
		SP:Iteration 37Q (3702.140000 sec): 3 clusters
  Score: Raw -1527356.231453 + Penalty 3077.677616 = -1524278.553838
  nChanged 2
		SP:Iteration 38Q (3702.170000 sec): 3 clusters
  Score: Raw -1527356.546388 + Penalty 3077.677616 = -1524278.868773
  nChanged 2
		SP:Iteration 39Q (3702.190000 sec): 3 clusters
  Score: Raw -1527356.820027 + Penalty 3077.677616 = -1524279.142411
  nChanged 1
		SP:Iteration 40F (3702.220000 sec): 3 clusters
  Score: Raw -1527357.019026 + Penalty 3077.677616 = -1524279.341411
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3702.240000 sec): 2 clusters
  Score: Raw -280149.581153 + Penalty 1272.573285 = -278877.007868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3702.250000 sec): 3 clusters
  Score: Raw -278991.961625 + Penalty 2545.146570 = -276446.815055
  nChanged 916
		SP:Iteration 1F (3702.250000 sec): 3 clusters
  Score: Raw -279593.183452 + Penalty 2545.146570 = -277048.036883
  nChanged 221
		SP:Iteration 2F (3702.260000 sec): 3 clusters
  Score: Raw -279784.351957 + Penalty 2545.146570 = -277239.205387
  nChanged 162
		SP:Iteration 3F (3702.270000 sec): 3 clusters
  Score: Raw -279916.786314 + Penalty 2545.146570 = -277371.639745
  nChanged 146
		SP:Iteration 4F (3702.270000 sec): 3 clusters
  Score: Raw -280034.442652 + Penalty 2545.146570 = -277489.296083
  nChanged 141
		SP:Iteration 5F (3702.280000 sec): 3 clusters
  Score: Raw -280171.794473 + Penalty 2545.146570 = -277626.647903
  nChanged 120
		SP:Iteration 6Q (3702.290000 sec): 3 clusters
  Score: Raw -280294.163516 + Penalty 2545.146570 = -277749.016946
  nChanged 103
		SP:Iteration 7Q (3702.290000 sec): 3 clusters
  Score: Raw -280370.647037 + Penalty 2545.146570 = -277825.500467
  nChanged 63
		SP:Iteration 8Q (3702.300000 sec): 3 clusters
  Score: Raw -280416.063060 + Penalty 2545.146570 = -277870.916490
  nChanged 45
		SP:Iteration 9Q (3702.300000 sec): 3 clusters
  Score: Raw -280447.784875 + Penalty 2545.146570 = -277902.638305
  nChanged 39
		SP:Iteration 10Q (3702.310000 sec): 3 clusters
  Score: Raw -280473.336627 + Penalty 2545.146570 = -277928.190058
  nChanged 34
		SP:Iteration 11Q (3702.310000 sec): 3 clusters
  Score: Raw -280494.171806 + Penalty 2545.146570 = -277949.025237
  nChanged 27
		SP:Iteration 12Q (3702.320000 sec): 3 clusters
  Score: Raw -280520.145033 + Penalty 2545.146570 = -277974.998463
  nChanged 26
		SP:Iteration 13Q (3702.330000 sec): 3 clusters
  Score: Raw -280542.444398 + Penalty 2545.146570 = -277997.297828
  nChanged 25
		SP:Iteration 14Q (3702.330000 sec): 3 clusters
  Score: Raw -280563.202921 + Penalty 2545.146570 = -278018.056351
  nChanged 21
		SP:Iteration 15Q (3702.340000 sec): 3 clusters
  Score: Raw -280578.724606 + Penalty 2545.146570 = -278033.578036
  nChanged 18
		SP:Iteration 16Q (3702.350000 sec): 3 clusters
  Score: Raw -280593.153748 + Penalty 2545.146570 = -278048.007178
  nChanged 15
		SP:Iteration 17Q (3702.350000 sec): 3 clusters
  Score: Raw -280603.825421 + Penalty 2545.146570 = -278058.678851
  nChanged 10
		SP:Iteration 18Q (3702.360000 sec): 3 clusters
  Score: Raw -280608.384978 + Penalty 2545.146570 = -278063.238409
  nChanged 7
		SP:Iteration 19Q (3702.370000 sec): 3 clusters
  Score: Raw -280611.381977 + Penalty 2545.146570 = -278066.235407
  nChanged 5
		SP:Iteration 20F (3702.370000 sec): 3 clusters
  Score: Raw -280613.313261 + Penalty 2545.146570 = -278068.166692
  nChanged 6
		SP:Iteration 21Q (3702.380000 sec): 3 clusters
  Score: Raw -280615.491286 + Penalty 2545.146570 = -278070.344717
  nChanged 8
		SP:Iteration 22Q (3702.380000 sec): 3 clusters
  Score: Raw -280618.175454 + Penalty 2545.146570 = -278073.028884
  nChanged 4
		SP:Iteration 23Q (3702.390000 sec): 3 clusters
  Score: Raw -280619.568291 + Penalty 2545.146570 = -278074.421721
  nChanged 2
		SP:Iteration 24Q (3702.390000 sec): 3 clusters
  Score: Raw -280620.393048 + Penalty 2545.146570 = -278075.246478
  nChanged 1
		SP:Iteration 25Q (3702.400000 sec): 3 clusters
  Score: Raw -280620.653161 + Penalty 2545.146570 = -278075.506592
  nChanged 1
		SP:Iteration 26Q (3702.410000 sec): 3 clusters
  Score: Raw -280620.803367 + Penalty 2545.146570 = -278075.656797
  nChanged 0
		SP:Iteration 27F (3702.410000 sec): 3 clusters
  Score: Raw -280620.803367 + Penalty 2545.146570 = -278075.656797
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3702.430000 sec): 2 clusters
  Score: Raw -507118.673301 + Penalty 1374.988719 = -505743.684582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3702.440000 sec): 3 clusters
  Score: Raw -504739.027751 + Penalty 2749.977439 = -501989.050312
  nChanged 1902
		SP:Iteration 1F (3702.450000 sec): 3 clusters
  Score: Raw -505831.517611 + Penalty 2749.977439 = -503081.540172
  nChanged 357
		SP:Iteration 2F (3702.470000 sec): 3 clusters
  Score: Raw -506069.654489 + Penalty 2749.977439 = -503319.677050
  nChanged 285
		SP:Iteration 3F (3702.480000 sec): 3 clusters
  Score: Raw -506248.913349 + Penalty 2749.977439 = -503498.935910
  nChanged 247
		SP:Iteration 4F (3702.490000 sec): 3 clusters
  Score: Raw -506395.530416 + Penalty 2749.977439 = -503645.552977
  nChanged 220
		SP:Iteration 5Q (3702.500000 sec): 3 clusters
  Score: Raw -506532.926352 + Penalty 2749.977439 = -503782.948913
  nChanged 196
		SP:Iteration 6Q (3702.510000 sec): 3 clusters
  Score: Raw -506686.953837 + Penalty 2749.977439 = -503936.976399
  nChanged 196
		SP:Iteration 7Q (3702.530000 sec): 3 clusters
  Score: Raw -506808.252908 + Penalty 2749.977439 = -504058.275469
  nChanged 148
		SP:Iteration 8Q (3702.540000 sec): 3 clusters
  Score: Raw -506905.072976 + Penalty 2749.977439 = -504155.095537
  nChanged 142
		SP:Iteration 9Q (3702.550000 sec): 3 clusters
  Score: Raw -506988.998232 + Penalty 2749.977439 = -504239.020793
  nChanged 108
		SP:Iteration 10Q (3702.560000 sec): 3 clusters
  Score: Raw -507063.956222 + Penalty 2749.977439 = -504313.978783
  nChanged 102
		SP:Iteration 11Q (3702.570000 sec): 3 clusters
  Score: Raw -507143.845084 + Penalty 2749.977439 = -504393.867646
  nChanged 119
		SP:Iteration 12Q (3702.580000 sec): 3 clusters
  Score: Raw -507270.382082 + Penalty 2749.977439 = -504520.404643
  nChanged 144
		SP:Iteration 13Q (3702.590000 sec): 3 clusters
  Score: Raw -507424.854220 + Penalty 2749.977439 = -504674.876781
  nChanged 165
		SP:Iteration 14Q (3702.610000 sec): 3 clusters
  Score: Raw -507580.233014 + Penalty 2749.977439 = -504830.255575
  nChanged 166
		SP:Iteration 15Q (3702.620000 sec): 3 clusters
  Score: Raw -507726.515505 + Penalty 2749.977439 = -504976.538066
  nChanged 158
		SP:Iteration 16Q (3702.630000 sec): 3 clusters
  Score: Raw -507865.207245 + Penalty 2749.977439 = -505115.229806
  nChanged 128
		SP:Iteration 17Q (3702.640000 sec): 3 clusters
  Score: Raw -507972.648092 + Penalty 2749.977439 = -505222.670653
  nChanged 104
		SP:Iteration 18Q (3702.650000 sec): 3 clusters
  Score: Raw -508044.372660 + Penalty 2749.977439 = -505294.395222
  nChanged 72
		SP:Iteration 19Q (3702.660000 sec): 3 clusters
  Score: Raw -508095.534824 + Penalty 2749.977439 = -505345.557385
  nChanged 64
		SP:Iteration 20F (3702.670000 sec): 3 clusters
  Score: Raw -508131.569707 + Penalty 2749.977439 = -505381.592268
  nChanged 61
		SP:Iteration 21Q (3702.680000 sec): 3 clusters
  Score: Raw -508159.773511 + Penalty 2749.977439 = -505409.796072
  nChanged 43
		SP:Iteration 22Q (3702.690000 sec): 3 clusters
  Score: Raw -508178.721578 + Penalty 2749.977439 = -505428.744139
  nChanged 33
		SP:Iteration 23Q (3702.710000 sec): 3 clusters
  Score: Raw -508192.562117 + Penalty 2749.977439 = -505442.584678
  nChanged 29
		SP:Iteration 24Q (3702.720000 sec): 3 clusters
  Score: Raw -508202.317693 + Penalty 2749.977439 = -505452.340254
  nChanged 21
		SP:Iteration 25Q (3702.730000 sec): 3 clusters
  Score: Raw -508208.456840 + Penalty 2749.977439 = -505458.479402
  nChanged 21
		SP:Iteration 26Q (3702.740000 sec): 3 clusters
  Score: Raw -508213.039631 + Penalty 2749.977439 = -505463.062192
  nChanged 6
		SP:Iteration 27Q (3702.750000 sec): 3 clusters
  Score: Raw -508214.091669 + Penalty 2749.977439 = -505464.114230
  nChanged 5
		SP:Iteration 28Q (3702.760000 sec): 3 clusters
  Score: Raw -508215.656204 + Penalty 2749.977439 = -505465.678765
  nChanged 5
		SP:Iteration 29Q (3702.770000 sec): 3 clusters
  Score: Raw -508216.387033 + Penalty 2749.977439 = -505466.409595
  nChanged 3
		SP:Iteration 30Q (3702.780000 sec): 3 clusters
  Score: Raw -508216.948244 + Penalty 2749.977439 = -505466.970805
  nChanged 3
		SP:Iteration 31Q (3702.790000 sec): 3 clusters
  Score: Raw -508217.773772 + Penalty 2749.977439 = -505467.796333
  nChanged 1
		SP:Iteration 32Q (3702.800000 sec): 3 clusters
  Score: Raw -508217.909668 + Penalty 2749.977439 = -505467.932229
  nChanged 0
		SP:Iteration 33F (3702.810000 sec): 3 clusters
  Score: Raw -508217.909668 + Penalty 2749.977439 = -505467.932229
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3702.830000 sec): 2 clusters
  Score: Raw -527363.739888 + Penalty 1376.799799 = -525986.940089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3702.840000 sec): 3 clusters
  Score: Raw -524859.863660 + Penalty 2753.599598 = -522106.264062
  nChanged 1940
		SP:Iteration 1F (3702.850000 sec): 3 clusters
  Score: Raw -526035.977356 + Penalty 2753.599598 = -523282.377757
  nChanged 380
		SP:Iteration 2F (3702.870000 sec): 3 clusters
  Score: Raw -526260.226703 + Penalty 2753.599598 = -523506.627105
  nChanged 257
		SP:Iteration 3F (3702.880000 sec): 3 clusters
  Score: Raw -526411.263006 + Penalty 2753.599598 = -523657.663408
  nChanged 230
		SP:Iteration 4Q (3702.890000 sec): 3 clusters
  Score: Raw -526558.526986 + Penalty 2753.599598 = -523804.927388
  nChanged 192
		SP:Iteration 5Q (3702.900000 sec): 3 clusters
  Score: Raw -526686.962750 + Penalty 2753.599598 = -523933.363152
  nChanged 203
		SP:Iteration 6Q (3702.910000 sec): 3 clusters
  Score: Raw -526813.008807 + Penalty 2753.599598 = -524059.409208
  nChanged 184
		SP:Iteration 7Q (3702.930000 sec): 3 clusters
  Score: Raw -526954.573279 + Penalty 2753.599598 = -524200.973681
  nChanged 177
		SP:Iteration 8Q (3702.940000 sec): 3 clusters
  Score: Raw -527071.725629 + Penalty 2753.599598 = -524318.126031
  nChanged 143
		SP:Iteration 9Q (3702.950000 sec): 3 clusters
  Score: Raw -527169.130633 + Penalty 2753.599598 = -524415.531035
  nChanged 129
		SP:Iteration 10Q (3702.960000 sec): 3 clusters
  Score: Raw -527250.039388 + Penalty 2753.599598 = -524496.439790
  nChanged 102
		SP:Iteration 11Q (3702.970000 sec): 3 clusters
  Score: Raw -527311.816313 + Penalty 2753.599598 = -524558.216715
  nChanged 95
		SP:Iteration 12Q (3702.990000 sec): 3 clusters
  Score: Raw -527362.496588 + Penalty 2753.599598 = -524608.896990
  nChanged 90
		SP:Iteration 13Q (3702.990000 sec): 3 clusters
  Score: Raw -527403.426631 + Penalty 2753.599598 = -524649.827033
  nChanged 78
		SP:Iteration 14Q (3703.010000 sec): 3 clusters
  Score: Raw -527442.249566 + Penalty 2753.599598 = -524688.649968
  nChanged 76
		SP:Iteration 15Q (3703.020000 sec): 3 clusters
  Score: Raw -527480.007757 + Penalty 2753.599598 = -524726.408159
  nChanged 67
		SP:Iteration 16Q (3703.030000 sec): 3 clusters
  Score: Raw -527510.623694 + Penalty 2753.599598 = -524757.024096
  nChanged 61
		SP:Iteration 17Q (3703.040000 sec): 3 clusters
  Score: Raw -527532.513906 + Penalty 2753.599598 = -524778.914308
  nChanged 46
		SP:Iteration 18Q (3703.050000 sec): 3 clusters
  Score: Raw -527545.941162 + Penalty 2753.599598 = -524792.341564
  nChanged 36
		SP:Iteration 19Q (3703.060000 sec): 3 clusters
  Score: Raw -527559.065636 + Penalty 2753.599598 = -524805.466038
  nChanged 31
		SP:Iteration 20F (3703.070000 sec): 3 clusters
  Score: Raw -527570.642824 + Penalty 2753.599598 = -524817.043226
  nChanged 34
		SP:Iteration 21Q (3703.080000 sec): 3 clusters
  Score: Raw -527584.665910 + Penalty 2753.599598 = -524831.066312
  nChanged 41
		SP:Iteration 22Q (3703.090000 sec): 3 clusters
  Score: Raw -527601.014519 + Penalty 2753.599598 = -524847.414921
  nChanged 40
		SP:Iteration 23Q (3703.110000 sec): 3 clusters
  Score: Raw -527616.797745 + Penalty 2753.599598 = -524863.198147
  nChanged 38
		SP:Iteration 24Q (3703.120000 sec): 3 clusters
  Score: Raw -527630.814794 + Penalty 2753.599598 = -524877.215196
  nChanged 44
		SP:Iteration 25Q (3703.130000 sec): 3 clusters
  Score: Raw -527654.587884 + Penalty 2753.599598 = -524900.988286
  nChanged 48
		SP:Iteration 26Q (3703.140000 sec): 3 clusters
  Score: Raw -527680.172378 + Penalty 2753.599598 = -524926.572780
  nChanged 52
		SP:Iteration 27Q (3703.150000 sec): 3 clusters
  Score: Raw -527710.072903 + Penalty 2753.599598 = -524956.473305
  nChanged 53
		SP:Iteration 28Q (3703.160000 sec): 3 clusters
  Score: Raw -527736.931897 + Penalty 2753.599598 = -524983.332299
  nChanged 42
		SP:Iteration 29Q (3703.170000 sec): 3 clusters
  Score: Raw -527761.936666 + Penalty 2753.599598 = -525008.337068
  nChanged 34
		SP:Iteration 30Q (3703.180000 sec): 3 clusters
  Score: Raw -527776.607942 + Penalty 2753.599598 = -525023.008344
  nChanged 39
		SP:Iteration 31Q (3703.190000 sec): 3 clusters
  Score: Raw -527804.182448 + Penalty 2753.599598 = -525050.582850
  nChanged 61
		SP:Iteration 32Q (3703.200000 sec): 3 clusters
  Score: Raw -527832.555018 + Penalty 2753.599598 = -525078.955420
  nChanged 48
		SP:Iteration 33Q (3703.210000 sec): 3 clusters
  Score: Raw -527853.823278 + Penalty 2753.599598 = -525100.223680
  nChanged 38
		SP:Iteration 34Q (3703.220000 sec): 3 clusters
  Score: Raw -527869.859958 + Penalty 2753.599598 = -525116.260359
  nChanged 40
		SP:Iteration 35Q (3703.230000 sec): 3 clusters
  Score: Raw -527887.692991 + Penalty 2753.599598 = -525134.093393
  nChanged 37
		SP:Iteration 36Q (3703.240000 sec): 3 clusters
  Score: Raw -527910.792483 + Penalty 2753.599598 = -525157.192885
  nChanged 54
		SP:Iteration 37Q (3703.250000 sec): 3 clusters
  Score: Raw -527937.634683 + Penalty 2753.599598 = -525184.035085
  nChanged 51
		SP:Iteration 38Q (3703.260000 sec): 3 clusters
  Score: Raw -527967.794091 + Penalty 2753.599598 = -525214.194493
  nChanged 57
		SP:Iteration 39Q (3703.270000 sec): 3 clusters
  Score: Raw -528002.547869 + Penalty 2753.599598 = -525248.948271
  nChanged 60
		SP:Iteration 40F (3703.290000 sec): 3 clusters
  Score: Raw -528044.265668 + Penalty 2753.599598 = -525290.666070
  nChanged 57
		SP:Iteration 41Q (3703.290000 sec): 3 clusters
  Score: Raw -528081.967524 + Penalty 2753.599598 = -525328.367926
  nChanged 47
		SP:Iteration 42Q (3703.310000 sec): 3 clusters
  Score: Raw -528104.190448 + Penalty 2753.599598 = -525350.590849
  nChanged 45
		SP:Iteration 43Q (3703.310000 sec): 3 clusters
  Score: Raw -528127.379703 + Penalty 2753.599598 = -525373.780105
  nChanged 32
		SP:Iteration 44Q (3703.330000 sec): 3 clusters
  Score: Raw -528145.977420 + Penalty 2753.599598 = -525392.377822
  nChanged 38
		SP:Iteration 45Q (3703.340000 sec): 3 clusters
  Score: Raw -528171.048981 + Penalty 2753.599598 = -525417.449383
  nChanged 37
		SP:Iteration 46Q (3703.350000 sec): 3 clusters
  Score: Raw -528191.137393 + Penalty 2753.599598 = -525437.537795
  nChanged 36
		SP:Iteration 47Q (3703.360000 sec): 3 clusters
  Score: Raw -528207.925071 + Penalty 2753.599598 = -525454.325473
  nChanged 24
		SP:Iteration 48Q (3703.370000 sec): 3 clusters
  Score: Raw -528220.029356 + Penalty 2753.599598 = -525466.429758
  nChanged 27
		SP:Iteration 49Q (3703.380000 sec): 3 clusters
  Score: Raw -528230.690375 + Penalty 2753.599598 = -525477.090777
  nChanged 22
		SP:Iteration 50Q (3703.390000 sec): 3 clusters
  Score: Raw -528239.708371 + Penalty 2753.599598 = -525486.108773
  nChanged 24
		SP:Iteration 51Q (3703.400000 sec): 3 clusters
  Score: Raw -528248.756930 + Penalty 2753.599598 = -525495.157332
  nChanged 15
		SP:Iteration 52Q (3703.410000 sec): 3 clusters
  Score: Raw -528253.856716 + Penalty 2753.599598 = -525500.257118
  nChanged 8
		SP:Iteration 53Q (3703.420000 sec): 3 clusters
  Score: Raw -528255.603218 + Penalty 2753.599598 = -525502.003620
  nChanged 8
		SP:Iteration 54Q (3703.430000 sec): 3 clusters
  Score: Raw -528258.503209 + Penalty 2753.599598 = -525504.903611
  nChanged 13
		SP:Iteration 55Q (3703.440000 sec): 3 clusters
  Score: Raw -528262.679592 + Penalty 2753.599598 = -525509.079994
  nChanged 8
		SP:Iteration 56Q (3703.450000 sec): 3 clusters
  Score: Raw -528265.274734 + Penalty 2753.599598 = -525511.675135
  nChanged 6
		SP:Iteration 57Q (3703.460000 sec): 3 clusters
  Score: Raw -528266.813724 + Penalty 2753.599598 = -525513.214126
  nChanged 5
		SP:Iteration 58Q (3703.470000 sec): 3 clusters
  Score: Raw -528267.772998 + Penalty 2753.599598 = -525514.173400
  nChanged 2
		SP:Iteration 59Q (3703.480000 sec): 3 clusters
  Score: Raw -528268.084127 + Penalty 2753.599598 = -525514.484529
  nChanged 1
		SP:Iteration 60F (3703.490000 sec): 3 clusters
  Score: Raw -528268.354391 + Penalty 2753.599598 = -525514.754793
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3703.500000 sec): 2 clusters
  Score: Raw -143755.832300 + Penalty 1166.885070 = -142588.947230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3703.500000 sec): 3 clusters
  Score: Raw -143314.716763 + Penalty 2333.770140 = -140980.946623
  nChanged 428
		SP:Iteration 1F (3703.510000 sec): 3 clusters
  Score: Raw -143768.271600 + Penalty 2333.770140 = -141434.501460
  nChanged 127
		SP:Iteration 2F (3703.510000 sec): 3 clusters
  Score: Raw -143968.472334 + Penalty 2333.770140 = -141634.702194
  nChanged 76
		SP:Iteration 3F (3703.510000 sec): 3 clusters
  Score: Raw -144051.062964 + Penalty 2333.770140 = -141717.292824
  nChanged 48
		SP:Iteration 4Q (3703.520000 sec): 3 clusters
  Score: Raw -144107.027750 + Penalty 2333.770140 = -141773.257611
  nChanged 51
		SP:Iteration 5Q (3703.520000 sec): 3 clusters
  Score: Raw -144152.517648 + Penalty 2333.770140 = -141818.747508
  nChanged 29
		SP:Iteration 6Q (3703.520000 sec): 3 clusters
  Score: Raw -144189.524213 + Penalty 2333.770140 = -141855.754074
  nChanged 27
		SP:Iteration 7Q (3703.530000 sec): 3 clusters
  Score: Raw -144219.233481 + Penalty 2333.770140 = -141885.463341
  nChanged 22
		SP:Iteration 8Q (3703.530000 sec): 3 clusters
  Score: Raw -144245.247759 + Penalty 2333.770140 = -141911.477619
  nChanged 16
		SP:Iteration 9Q (3703.530000 sec): 3 clusters
  Score: Raw -144262.851141 + Penalty 2333.770140 = -141929.081001
  nChanged 14
		SP:Iteration 10Q (3703.530000 sec): 3 clusters
  Score: Raw -144277.009876 + Penalty 2333.770140 = -141943.239736
  nChanged 10
		SP:Iteration 11Q (3703.540000 sec): 3 clusters
  Score: Raw -144289.000616 + Penalty 2333.770140 = -141955.230477
  nChanged 4
		SP:Iteration 12Q (3703.540000 sec): 3 clusters
  Score: Raw -144291.000901 + Penalty 2333.770140 = -141957.230761
  nChanged 6
		SP:Iteration 13Q (3703.540000 sec): 3 clusters
  Score: Raw -144295.780934 + Penalty 2333.770140 = -141962.010794
  nChanged 6
		SP:Iteration 14Q (3703.550000 sec): 3 clusters
  Score: Raw -144301.000343 + Penalty 2333.770140 = -141967.230203
  nChanged 7
		SP:Iteration 15Q (3703.550000 sec): 3 clusters
  Score: Raw -144308.500874 + Penalty 2333.770140 = -141974.730734
  nChanged 3
		SP:Iteration 16Q (3703.550000 sec): 3 clusters
  Score: Raw -144314.077623 + Penalty 2333.770140 = -141980.307484
  nChanged 6
		SP:Iteration 17Q (3703.550000 sec): 3 clusters
  Score: Raw -144318.521957 + Penalty 2333.770140 = -141984.751817
  nChanged 5
		SP:Iteration 18Q (3703.560000 sec): 3 clusters
  Score: Raw -144322.229834 + Penalty 2333.770140 = -141988.459695
  nChanged 5
		SP:Iteration 19Q (3703.560000 sec): 3 clusters
  Score: Raw -144325.527588 + Penalty 2333.770140 = -141991.757448
  nChanged 2
		SP:Iteration 20F (3703.570000 sec): 3 clusters
  Score: Raw -144326.852392 + Penalty 2333.770140 = -141993.082252
  nChanged 3
		SP:Iteration 21Q (3703.570000 sec): 3 clusters
  Score: Raw -144327.892970 + Penalty 2333.770140 = -141994.122831
  nChanged 3
		SP:Iteration 22Q (3703.570000 sec): 3 clusters
  Score: Raw -144329.269433 + Penalty 2333.770140 = -141995.499293
  nChanged 2
		SP:Iteration 23Q (3703.570000 sec): 3 clusters
  Score: Raw -144330.250512 + Penalty 2333.770140 = -141996.480372
  nChanged 2
		SP:Iteration 24Q (3703.580000 sec): 3 clusters
  Score: Raw -144331.855010 + Penalty 2333.770140 = -141998.084870
  nChanged 3
		SP:Iteration 25Q (3703.580000 sec): 3 clusters
  Score: Raw -144334.725432 + Penalty 2333.770140 = -142000.955292
  nChanged 5
		SP:Iteration 26Q (3703.580000 sec): 3 clusters
  Score: Raw -144338.641205 + Penalty 2333.770140 = -142004.871066
  nChanged 8
		SP:Iteration 27Q (3703.590000 sec): 3 clusters
  Score: Raw -144345.818529 + Penalty 2333.770140 = -142012.048389
  nChanged 7
		SP:Iteration 28Q (3703.590000 sec): 3 clusters
  Score: Raw -144355.203902 + Penalty 2333.770140 = -142021.433763
  nChanged 7
		SP:Iteration 29Q (3703.590000 sec): 3 clusters
  Score: Raw -144360.804784 + Penalty 2333.770140 = -142027.034644
  nChanged 7
		SP:Iteration 30Q (3703.590000 sec): 3 clusters
  Score: Raw -144369.865597 + Penalty 2333.770140 = -142036.095457
  nChanged 9
		SP:Iteration 31Q (3703.600000 sec): 3 clusters
  Score: Raw -144382.158662 + Penalty 2333.770140 = -142048.388523
  nChanged 12
		SP:Iteration 32Q (3703.600000 sec): 3 clusters
  Score: Raw -144399.060198 + Penalty 2333.770140 = -142065.290058
  nChanged 8
		SP:Iteration 33Q (3703.600000 sec): 3 clusters
  Score: Raw -144409.382809 + Penalty 2333.770140 = -142075.612669
  nChanged 10
		SP:Iteration 34Q (3703.610000 sec): 3 clusters
  Score: Raw -144417.753004 + Penalty 2333.770140 = -142083.982864
  nChanged 8
		SP:Iteration 35Q (3703.610000 sec): 3 clusters
  Score: Raw -144422.228102 + Penalty 2333.770140 = -142088.457963
  nChanged 8
		SP:Iteration 36Q (3703.610000 sec): 3 clusters
  Score: Raw -144430.076847 + Penalty 2333.770140 = -142096.306707
  nChanged 8
		SP:Iteration 37Q (3703.610000 sec): 3 clusters
  Score: Raw -144440.840991 + Penalty 2333.770140 = -142107.070851
  nChanged 9
		SP:Iteration 38Q (3703.620000 sec): 3 clusters
  Score: Raw -144451.124437 + Penalty 2333.770140 = -142117.354297
  nChanged 6
		SP:Iteration 39Q (3703.620000 sec): 3 clusters
  Score: Raw -144457.806544 + Penalty 2333.770140 = -142124.036404
  nChanged 7
		SP:Iteration 40F (3703.620000 sec): 3 clusters
  Score: Raw -144463.251048 + Penalty 2333.770140 = -142129.480909
  nChanged 5
		SP:Iteration 41Q (3703.630000 sec): 3 clusters
  Score: Raw -144467.043610 + Penalty 2333.770140 = -142133.273471
  nChanged 3
		SP:Iteration 42Q (3703.630000 sec): 3 clusters
  Score: Raw -144471.530579 + Penalty 2333.770140 = -142137.760439
  nChanged 5
		SP:Iteration 43Q (3703.630000 sec): 3 clusters
  Score: Raw -144476.354296 + Penalty 2333.770140 = -142142.584156
  nChanged 7
		SP:Iteration 44Q (3703.630000 sec): 3 clusters
  Score: Raw -144482.287359 + Penalty 2333.770140 = -142148.517219
  nChanged 5
		SP:Iteration 45Q (3703.640000 sec): 3 clusters
  Score: Raw -144487.289623 + Penalty 2333.770140 = -142153.519484
  nChanged 3
		SP:Iteration 46Q (3703.640000 sec): 3 clusters
  Score: Raw -144488.838420 + Penalty 2333.770140 = -142155.068281
  nChanged 3
		SP:Iteration 47Q (3703.640000 sec): 3 clusters
  Score: Raw -144490.694605 + Penalty 2333.770140 = -142156.924466
  nChanged 1
		SP:Iteration 48Q (3703.650000 sec): 3 clusters
  Score: Raw -144491.023322 + Penalty 2333.770140 = -142157.253183
  nChanged 0
		SP:Iteration 49F (3703.650000 sec): 3 clusters
  Score: Raw -144491.023322 + Penalty 2333.770140 = -142157.253183
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (2163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3703.660000 sec): 2 clusters
  Score: Raw -209406.299484 + Penalty 1247.878357 = -208158.421128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3703.660000 sec): 3 clusters
  Score: Raw -208521.895535 + Penalty 2495.756713 = -206026.138822
  nChanged 772
		SP:Iteration 1F (3703.670000 sec): 3 clusters
  Score: Raw -209236.566632 + Penalty 2495.756713 = -206740.809918
  nChanged 242
		SP:Iteration 2F (3703.670000 sec): 3 clusters
  Score: Raw -209626.371590 + Penalty 2495.756713 = -207130.614877
  nChanged 174
		SP:Iteration 3F (3703.680000 sec): 3 clusters
  Score: Raw -209953.057670 + Penalty 2495.756713 = -207457.300956
  nChanged 166
		SP:Iteration 4F (3703.690000 sec): 3 clusters
  Score: Raw -210215.412438 + Penalty 2495.756713 = -207719.655725
  nChanged 121
		SP:Iteration 5F (3703.690000 sec): 3 clusters
  Score: Raw -210365.053177 + Penalty 2495.756713 = -207869.296464
  nChanged 93
		SP:Iteration 6Q (3703.690000 sec): 3 clusters
  Score: Raw -210496.514685 + Penalty 2495.756713 = -208000.757971
  nChanged 74
		SP:Iteration 7Q (3703.700000 sec): 3 clusters
  Score: Raw -210587.789200 + Penalty 2495.756713 = -208092.032486
  nChanged 66
		SP:Iteration 8Q (3703.710000 sec): 3 clusters
  Score: Raw -210688.035704 + Penalty 2495.756713 = -208192.278991
  nChanged 44
		SP:Iteration 9Q (3703.710000 sec): 3 clusters
  Score: Raw -210738.750435 + Penalty 2495.756713 = -208242.993721
  nChanged 22
		SP:Iteration 10Q (3703.710000 sec): 3 clusters
  Score: Raw -210762.957821 + Penalty 2495.756713 = -208267.201108
  nChanged 13
		SP:Iteration 11Q (3703.720000 sec): 3 clusters
  Score: Raw -210774.467377 + Penalty 2495.756713 = -208278.710664
  nChanged 24
		SP:Iteration 12Q (3703.720000 sec): 3 clusters
  Score: Raw -210794.105347 + Penalty 2495.756713 = -208298.348634
  nChanged 18
		SP:Iteration 13Q (3703.730000 sec): 3 clusters
  Score: Raw -210824.799540 + Penalty 2495.756713 = -208329.042827
  nChanged 25
		SP:Iteration 14Q (3703.730000 sec): 3 clusters
  Score: Raw -210866.964673 + Penalty 2495.756713 = -208371.207960
  nChanged 22
		SP:Iteration 15Q (3703.730000 sec): 3 clusters
  Score: Raw -210900.683078 + Penalty 2495.756713 = -208404.926365
  nChanged 18
		SP:Iteration 16Q (3703.740000 sec): 3 clusters
  Score: Raw -210923.189715 + Penalty 2495.756713 = -208427.433001
  nChanged 18
		SP:Iteration 17Q (3703.750000 sec): 3 clusters
  Score: Raw -210941.373010 + Penalty 2495.756713 = -208445.616296
  nChanged 11
		SP:Iteration 18Q (3703.750000 sec): 3 clusters
  Score: Raw -210953.482635 + Penalty 2495.756713 = -208457.725921
  nChanged 15
		SP:Iteration 19Q (3703.750000 sec): 3 clusters
  Score: Raw -210968.724608 + Penalty 2495.756713 = -208472.967894
  nChanged 15
		SP:Iteration 20F (3703.760000 sec): 3 clusters
  Score: Raw -211015.947090 + Penalty 2495.756713 = -208520.190376
  nChanged 22
		SP:Iteration 21Q (3703.760000 sec): 3 clusters
  Score: Raw -211072.028824 + Penalty 2495.756713 = -208576.272111
  nChanged 22
		SP:Iteration 22Q (3703.770000 sec): 3 clusters
  Score: Raw -211101.940756 + Penalty 2495.756713 = -208606.184043
  nChanged 16
		SP:Iteration 23Q (3703.770000 sec): 3 clusters
  Score: Raw -211125.801801 + Penalty 2495.756713 = -208630.045088
  nChanged 16
		SP:Iteration 24Q (3703.770000 sec): 3 clusters
  Score: Raw -211143.380134 + Penalty 2495.756713 = -208647.623421
  nChanged 6
		SP:Iteration 25Q (3703.780000 sec): 3 clusters
  Score: Raw -211147.185437 + Penalty 2495.756713 = -208651.428723
  nChanged 5
		SP:Iteration 26Q (3703.780000 sec): 3 clusters
  Score: Raw -211152.765524 + Penalty 2495.756713 = -208657.008810
  nChanged 6
		SP:Iteration 27Q (3703.790000 sec): 3 clusters
  Score: Raw -211159.163639 + Penalty 2495.756713 = -208663.406925
  nChanged 7
		SP:Iteration 28Q (3703.790000 sec): 3 clusters
  Score: Raw -211167.742026 + Penalty 2495.756713 = -208671.985312
  nChanged 6
		SP:Iteration 29Q (3703.790000 sec): 3 clusters
  Score: Raw -211170.640369 + Penalty 2495.756713 = -208674.883656
  nChanged 3
		SP:Iteration 30Q (3703.800000 sec): 3 clusters
  Score: Raw -211171.835784 + Penalty 2495.756713 = -208676.079070
  nChanged 0
		SP:Iteration 31F (3703.810000 sec): 3 clusters
  Score: Raw -211171.835784 + Penalty 2495.756713 = -208676.079070
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (32654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3703.910000 sec): 2 clusters
  Score: Raw -3998721.380165 + Penalty 1688.979929 = -3997032.400236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3704.000000 sec): 3 clusters
  Score: Raw -3978600.594358 + Penalty 3377.959858 = -3975222.634500
  nChanged 15042
		SP:Iteration 1F (3704.080000 sec): 3 clusters
  Score: Raw -3986788.137724 + Penalty 3377.959858 = -3983410.177866
  nChanged 1372
		SP:Iteration 2Q (3704.170000 sec): 3 clusters
  Score: Raw -3987196.031264 + Penalty 3377.959858 = -3983818.071406
  nChanged 1312
		SP:Iteration 3Q (3704.260000 sec): 3 clusters
  Score: Raw -3987622.603869 + Penalty 3377.959858 = -3984244.644012
  nChanged 1356
		SP:Iteration 4Q (3704.350000 sec): 3 clusters
  Score: Raw -3988181.513895 + Penalty 3377.959858 = -3984803.554038
  nChanged 1521
		SP:Iteration 5Q (3704.440000 sec): 3 clusters
  Score: Raw -3988953.514919 + Penalty 3377.959858 = -3985575.555062
  nChanged 1783
		SP:Iteration 6F (3704.530000 sec): 3 clusters
  Score: Raw -3990095.620280 + Penalty 3377.959858 = -3986717.660423
  nChanged 2093
		SP:Iteration 7F (3704.610000 sec): 3 clusters
  Score: Raw -3991761.546034 + Penalty 3377.959858 = -3988383.586176
  nChanged 2245
		SP:Iteration 8F (3704.700000 sec): 3 clusters
  Score: Raw -3993711.046795 + Penalty 3377.959858 = -3990333.086937
  nChanged 2059
		SP:Iteration 9F (3704.790000 sec): 3 clusters
  Score: Raw -3995566.359138 + Penalty 3377.959858 = -3992188.399280
  nChanged 1568
		SP:Iteration 10Q (3704.870000 sec): 3 clusters
  Score: Raw -3996955.350909 + Penalty 3377.959858 = -3993577.391051
  nChanged 1058
		SP:Iteration 11Q (3704.950000 sec): 3 clusters
  Score: Raw -3997857.056811 + Penalty 3377.959858 = -3994479.096954
  nChanged 604
		SP:Iteration 12Q (3705.010000 sec): 3 clusters
  Score: Raw -3998332.192663 + Penalty 3377.959858 = -3994954.232805
  nChanged 316
		SP:Iteration 13Q (3705.080000 sec): 3 clusters
  Score: Raw -3998585.166188 + Penalty 3377.959858 = -3995207.206330
  nChanged 176
		SP:Iteration 14Q (3705.150000 sec): 3 clusters
  Score: Raw -3998723.723323 + Penalty 3377.959858 = -3995345.763465
  nChanged 103
		SP:Iteration 15Q (3705.210000 sec): 3 clusters
  Score: Raw -3998805.983098 + Penalty 3377.959858 = -3995428.023241
  nChanged 59
		SP:Iteration 16Q (3705.270000 sec): 3 clusters
  Score: Raw -3998848.563389 + Penalty 3377.959858 = -3995470.603531
  nChanged 37
		SP:Iteration 17Q (3705.330000 sec): 3 clusters
  Score: Raw -3998883.261934 + Penalty 3377.959858 = -3995505.302077
  nChanged 32
		SP:Iteration 18Q (3705.390000 sec): 3 clusters
  Score: Raw -3998912.443733 + Penalty 3377.959858 = -3995534.483876
  nChanged 27
		SP:Iteration 19Q (3705.460000 sec): 3 clusters
  Score: Raw -3998933.542645 + Penalty 3377.959858 = -3995555.582787
  nChanged 13
		SP:Iteration 20F (3705.550000 sec): 3 clusters
  Score: Raw -3998948.535062 + Penalty 3377.959858 = -3995570.575205
  nChanged 13
		SP:Iteration 21Q (3705.610000 sec): 3 clusters
  Score: Raw -3998961.530081 + Penalty 3377.959858 = -3995583.570224
  nChanged 12
		SP:Iteration 22Q (3705.670000 sec): 3 clusters
  Score: Raw -3998977.084946 + Penalty 3377.959858 = -3995599.125088
  nChanged 12
		SP:Iteration 23Q (3705.730000 sec): 3 clusters
  Score: Raw -3998991.991840 + Penalty 3377.959858 = -3995614.031982
  nChanged 13
		SP:Iteration 24Q (3705.790000 sec): 3 clusters
  Score: Raw -3999003.295678 + Penalty 3377.959858 = -3995625.335820
  nChanged 6
		SP:Iteration 25Q (3705.850000 sec): 3 clusters
  Score: Raw -3999007.158694 + Penalty 3377.959858 = -3995629.198837
  nChanged 3
		SP:Iteration 26Q (3705.900000 sec): 3 clusters
  Score: Raw -3999011.300552 + Penalty 3377.959858 = -3995633.340694
  nChanged 4
		SP:Iteration 27Q (3705.960000 sec): 3 clusters
  Score: Raw -3999016.620843 + Penalty 3377.959858 = -3995638.660986
  nChanged 4
		SP:Iteration 28Q (3706.020000 sec): 3 clusters
  Score: Raw -3999020.277534 + Penalty 3377.959858 = -3995642.317676
  nChanged 2
		SP:Iteration 29Q (3706.080000 sec): 3 clusters
  Score: Raw -3999021.678883 + Penalty 3377.959858 = -3995643.719026
  nChanged 1
		SP:Iteration 30Q (3706.140000 sec): 3 clusters
  Score: Raw -3999022.092543 + Penalty 3377.959858 = -3995644.132685
  nChanged 0
		SP:Iteration 31F (3706.230000 sec): 3 clusters
  Score: Raw -3999022.092543 + Penalty 3377.959858 = -3995644.132685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3706.270000 sec): 2 clusters
  Score: Raw -1158469.192992 + Penalty 1497.474616 = -1156971.718376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3706.290000 sec): 3 clusters
  Score: Raw -1152790.916642 + Penalty 2994.949232 = -1149795.967410
  nChanged 4338
		SP:Iteration 1F (3706.320000 sec): 3 clusters
  Score: Raw -1155107.556490 + Penalty 2994.949232 = -1152112.607258
  nChanged 574
		SP:Iteration 2F (3706.350000 sec): 3 clusters
  Score: Raw -1155325.228962 + Penalty 2994.949232 = -1152330.279730
  nChanged 490
		SP:Iteration 3Q (3706.370000 sec): 3 clusters
  Score: Raw -1155533.628460 + Penalty 2994.949232 = -1152538.679228
  nChanged 492
		SP:Iteration 4Q (3706.400000 sec): 3 clusters
  Score: Raw -1155738.107594 + Penalty 2994.949232 = -1152743.158362
  nChanged 422
		SP:Iteration 5Q (3706.420000 sec): 3 clusters
  Score: Raw -1155921.171748 + Penalty 2994.949232 = -1152926.222516
  nChanged 434
		SP:Iteration 6Q (3706.450000 sec): 3 clusters
  Score: Raw -1156140.888388 + Penalty 2994.949232 = -1153145.939156
  nChanged 452
		SP:Iteration 7Q (3706.470000 sec): 3 clusters
  Score: Raw -1156403.850446 + Penalty 2994.949232 = -1153408.901214
  nChanged 473
		SP:Iteration 8Q (3706.500000 sec): 3 clusters
  Score: Raw -1156692.061107 + Penalty 2994.949232 = -1153697.111875
  nChanged 470
		SP:Iteration 9Q (3706.520000 sec): 3 clusters
  Score: Raw -1157010.386963 + Penalty 2994.949232 = -1154015.437731
  nChanged 458
		SP:Iteration 10Q (3706.550000 sec): 3 clusters
  Score: Raw -1157327.249437 + Penalty 2994.949232 = -1154332.300205
  nChanged 408
		SP:Iteration 11Q (3706.570000 sec): 3 clusters
  Score: Raw -1157639.618108 + Penalty 2994.949232 = -1154644.668876
  nChanged 348
		SP:Iteration 12Q (3706.600000 sec): 3 clusters
  Score: Raw -1157906.247617 + Penalty 2994.949232 = -1154911.298386
  nChanged 301
		SP:Iteration 13Q (3706.620000 sec): 3 clusters
  Score: Raw -1158123.297147 + Penalty 2994.949232 = -1155128.347915
  nChanged 234
		SP:Iteration 14Q (3706.650000 sec): 3 clusters
  Score: Raw -1158288.711751 + Penalty 2994.949232 = -1155293.762519
  nChanged 200
		SP:Iteration 15Q (3706.670000 sec): 3 clusters
  Score: Raw -1158455.425286 + Penalty 2994.949232 = -1155460.476054
  nChanged 154
		SP:Iteration 16Q (3706.690000 sec): 3 clusters
  Score: Raw -1158586.708977 + Penalty 2994.949232 = -1155591.759745
  nChanged 119
		SP:Iteration 17Q (3706.710000 sec): 3 clusters
  Score: Raw -1158667.751902 + Penalty 2994.949232 = -1155672.802670
  nChanged 75
		SP:Iteration 18Q (3706.730000 sec): 3 clusters
  Score: Raw -1158710.965242 + Penalty 2994.949232 = -1155716.016010
  nChanged 59
		SP:Iteration 19Q (3706.750000 sec): 3 clusters
  Score: Raw -1158748.909035 + Penalty 2994.949232 = -1155753.959803
  nChanged 53
		SP:Iteration 20F (3706.780000 sec): 3 clusters
  Score: Raw -1158788.708416 + Penalty 2994.949232 = -1155793.759184
  nChanged 54
		SP:Iteration 21Q (3706.800000 sec): 3 clusters
  Score: Raw -1158833.990957 + Penalty 2994.949232 = -1155839.041725
  nChanged 44
		SP:Iteration 22Q (3706.820000 sec): 3 clusters
  Score: Raw -1158865.456862 + Penalty 2994.949232 = -1155870.507630
  nChanged 33
		SP:Iteration 23Q (3706.840000 sec): 3 clusters
  Score: Raw -1158883.810731 + Penalty 2994.949232 = -1155888.861499
  nChanged 31
		SP:Iteration 24Q (3706.860000 sec): 3 clusters
  Score: Raw -1158898.344431 + Penalty 2994.949232 = -1155903.395199
  nChanged 24
		SP:Iteration 25Q (3706.880000 sec): 3 clusters
  Score: Raw -1158907.173937 + Penalty 2994.949232 = -1155912.224705
  nChanged 22
		SP:Iteration 26Q (3706.900000 sec): 3 clusters
  Score: Raw -1158917.476558 + Penalty 2994.949232 = -1155922.527326
  nChanged 15
		SP:Iteration 27Q (3706.910000 sec): 3 clusters
  Score: Raw -1158923.048573 + Penalty 2994.949232 = -1155928.099341
  nChanged 13
		SP:Iteration 28Q (3706.930000 sec): 3 clusters
  Score: Raw -1158927.054206 + Penalty 2994.949232 = -1155932.104974
  nChanged 7
		SP:Iteration 29Q (3706.950000 sec): 3 clusters
  Score: Raw -1158928.827782 + Penalty 2994.949232 = -1155933.878550
  nChanged 6
		SP:Iteration 30Q (3706.970000 sec): 3 clusters
  Score: Raw -1158930.252297 + Penalty 2994.949232 = -1155935.303065
  nChanged 3
		SP:Iteration 31Q (3706.990000 sec): 3 clusters
  Score: Raw -1158931.213425 + Penalty 2994.949232 = -1155936.264193
  nChanged 3
		SP:Iteration 32Q (3707.010000 sec): 3 clusters
  Score: Raw -1158932.548298 + Penalty 2994.949232 = -1155937.599066
  nChanged 2
		SP:Iteration 33Q (3707.030000 sec): 3 clusters
  Score: Raw -1158933.288049 + Penalty 2994.949232 = -1155938.338817
  nChanged 0
		SP:Iteration 34F (3707.050000 sec): 3 clusters
  Score: Raw -1158933.288049 + Penalty 2994.949232 = -1155938.338817
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3707.070000 sec): 2 clusters
  Score: Raw -484009.851518 + Penalty 1355.130072 = -482654.721446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3707.080000 sec): 3 clusters
  Score: Raw -481813.555279 + Penalty 2710.260144 = -479103.295135
  nChanged 1698
		SP:Iteration 1F (3707.090000 sec): 3 clusters
  Score: Raw -482763.442347 + Penalty 2710.260144 = -480053.182203
  nChanged 355
		SP:Iteration 2F (3707.110000 sec): 3 clusters
  Score: Raw -483005.135856 + Penalty 2710.260144 = -480294.875712
  nChanged 284
		SP:Iteration 3F (3707.110000 sec): 3 clusters
  Score: Raw -483209.508138 + Penalty 2710.260144 = -480499.247994
  nChanged 277
		SP:Iteration 4F (3707.130000 sec): 3 clusters
  Score: Raw -483399.181510 + Penalty 2710.260144 = -480688.921366
  nChanged 229
		SP:Iteration 5F (3707.130000 sec): 3 clusters
  Score: Raw -483544.463435 + Penalty 2710.260144 = -480834.203291
  nChanged 174
		SP:Iteration 6Q (3707.150000 sec): 3 clusters
  Score: Raw -483674.475448 + Penalty 2710.260144 = -480964.215303
  nChanged 187
		SP:Iteration 7Q (3707.160000 sec): 3 clusters
  Score: Raw -483806.420490 + Penalty 2710.260144 = -481096.160345
  nChanged 154
		SP:Iteration 8Q (3707.170000 sec): 3 clusters
  Score: Raw -483899.423627 + Penalty 2710.260144 = -481189.163483
  nChanged 116
		SP:Iteration 9Q (3707.180000 sec): 3 clusters
  Score: Raw -483960.303675 + Penalty 2710.260144 = -481250.043530
  nChanged 82
		SP:Iteration 10Q (3707.190000 sec): 3 clusters
  Score: Raw -484005.234507 + Penalty 2710.260144 = -481294.974363
  nChanged 78
		SP:Iteration 11Q (3707.200000 sec): 3 clusters
  Score: Raw -484052.517338 + Penalty 2710.260144 = -481342.257194
  nChanged 58
		SP:Iteration 12Q (3707.210000 sec): 3 clusters
  Score: Raw -484090.079266 + Penalty 2710.260144 = -481379.819122
  nChanged 51
		SP:Iteration 13Q (3707.220000 sec): 3 clusters
  Score: Raw -484126.617274 + Penalty 2710.260144 = -481416.357130
  nChanged 41
		SP:Iteration 14Q (3707.230000 sec): 3 clusters
  Score: Raw -484157.288624 + Penalty 2710.260144 = -481447.028479
  nChanged 46
		SP:Iteration 15Q (3707.240000 sec): 3 clusters
  Score: Raw -484189.696867 + Penalty 2710.260144 = -481479.436722
  nChanged 39
		SP:Iteration 16Q (3707.250000 sec): 3 clusters
  Score: Raw -484210.966036 + Penalty 2710.260144 = -481500.705891
  nChanged 24
		SP:Iteration 17Q (3707.260000 sec): 3 clusters
  Score: Raw -484220.294081 + Penalty 2710.260144 = -481510.033937
  nChanged 19
		SP:Iteration 18Q (3707.270000 sec): 3 clusters
  Score: Raw -484227.636132 + Penalty 2710.260144 = -481517.375988
  nChanged 24
		SP:Iteration 19Q (3707.280000 sec): 3 clusters
  Score: Raw -484237.263109 + Penalty 2710.260144 = -481527.002965
  nChanged 19
		SP:Iteration 20F (3707.290000 sec): 3 clusters
  Score: Raw -484245.322047 + Penalty 2710.260144 = -481535.061903
  nChanged 11
		SP:Iteration 21Q (3707.300000 sec): 3 clusters
  Score: Raw -484250.414655 + Penalty 2710.260144 = -481540.154510
  nChanged 12
		SP:Iteration 22Q (3707.310000 sec): 3 clusters
  Score: Raw -484255.055092 + Penalty 2710.260144 = -481544.794947
  nChanged 13
		SP:Iteration 23Q (3707.320000 sec): 3 clusters
  Score: Raw -484259.625427 + Penalty 2710.260144 = -481549.365283
  nChanged 10
		SP:Iteration 24Q (3707.330000 sec): 3 clusters
  Score: Raw -484262.430851 + Penalty 2710.260144 = -481552.170706
  nChanged 9
		SP:Iteration 25Q (3707.340000 sec): 3 clusters
  Score: Raw -484266.705569 + Penalty 2710.260144 = -481556.445425
  nChanged 12
		SP:Iteration 26Q (3707.350000 sec): 3 clusters
  Score: Raw -484273.256167 + Penalty 2710.260144 = -481562.996022
  nChanged 10
		SP:Iteration 27Q (3707.360000 sec): 3 clusters
  Score: Raw -484277.768704 + Penalty 2710.260144 = -481567.508560
  nChanged 9
		SP:Iteration 28Q (3707.370000 sec): 3 clusters
  Score: Raw -484282.070719 + Penalty 2710.260144 = -481571.810574
  nChanged 3
		SP:Iteration 29Q (3707.380000 sec): 3 clusters
  Score: Raw -484283.088087 + Penalty 2710.260144 = -481572.827943
  nChanged 7
		SP:Iteration 30Q (3707.390000 sec): 3 clusters
  Score: Raw -484285.238079 + Penalty 2710.260144 = -481574.977935
  nChanged 8
		SP:Iteration 31Q (3707.400000 sec): 3 clusters
  Score: Raw -484287.878774 + Penalty 2710.260144 = -481577.618629
  nChanged 5
		SP:Iteration 32Q (3707.410000 sec): 3 clusters
  Score: Raw -484290.002558 + Penalty 2710.260144 = -481579.742413
  nChanged 1
		SP:Iteration 33Q (3707.420000 sec): 3 clusters
  Score: Raw -484290.536440 + Penalty 2710.260144 = -481580.276295
  nChanged 2
		SP:Iteration 34Q (3707.430000 sec): 3 clusters
  Score: Raw -484291.145198 + Penalty 2710.260144 = -481580.885053
  nChanged 2
		SP:Iteration 35Q (3707.450000 sec): 3 clusters
  Score: Raw -484291.747090 + Penalty 2710.260144 = -481581.486946
  nChanged 4
		SP:Iteration 36Q (3707.450000 sec): 3 clusters
  Score: Raw -484293.215161 + Penalty 2710.260144 = -481582.955017
  nChanged 2
		SP:Iteration 37Q (3707.460000 sec): 3 clusters
  Score: Raw -484293.890070 + Penalty 2710.260144 = -481583.629925
  nChanged 2
		SP:Iteration 38Q (3707.470000 sec): 3 clusters
  Score: Raw -484295.297202 + Penalty 2710.260144 = -481585.037057
  nChanged 7
		SP:Iteration 39Q (3707.480000 sec): 3 clusters
  Score: Raw -484297.864942 + Penalty 2710.260144 = -481587.604798
  nChanged 8
		SP:Iteration 40F (3707.490000 sec): 3 clusters
  Score: Raw -484300.698682 + Penalty 2710.260144 = -481590.438537
  nChanged 9
		SP:Iteration 41Q (3707.500000 sec): 3 clusters
  Score: Raw -484304.919205 + Penalty 2710.260144 = -481594.659060
  nChanged 8
		SP:Iteration 42Q (3707.510000 sec): 3 clusters
  Score: Raw -484307.514542 + Penalty 2710.260144 = -481597.254397
  nChanged 4
		SP:Iteration 43Q (3707.520000 sec): 3 clusters
  Score: Raw -484309.521234 + Penalty 2710.260144 = -481599.261089
  nChanged 5
		SP:Iteration 44Q (3707.530000 sec): 3 clusters
  Score: Raw -484311.029135 + Penalty 2710.260144 = -481600.768991
  nChanged 3
		SP:Iteration 45Q (3707.540000 sec): 3 clusters
  Score: Raw -484311.976206 + Penalty 2710.260144 = -481601.716062
  nChanged 2
		SP:Iteration 46Q (3707.550000 sec): 3 clusters
  Score: Raw -484312.655599 + Penalty 2710.260144 = -481602.395455
  nChanged 4
		SP:Iteration 47Q (3707.560000 sec): 3 clusters
  Score: Raw -484314.116771 + Penalty 2710.260144 = -481603.856626
  nChanged 4
		SP:Iteration 48Q (3707.570000 sec): 3 clusters
  Score: Raw -484314.925979 + Penalty 2710.260144 = -481604.665834
  nChanged 1
		SP:Iteration 49Q (3707.580000 sec): 3 clusters
  Score: Raw -484315.385035 + Penalty 2710.260144 = -481605.124890
  nChanged 3
		SP:Iteration 50Q (3707.590000 sec): 3 clusters
  Score: Raw -484316.379250 + Penalty 2710.260144 = -481606.119106
  nChanged 1
		SP:Iteration 51Q (3707.600000 sec): 3 clusters
  Score: Raw -484316.794768 + Penalty 2710.260144 = -481606.534624
  nChanged 4
		SP:Iteration 52Q (3707.610000 sec): 3 clusters
  Score: Raw -484318.356846 + Penalty 2710.260144 = -481608.096702
  nChanged 2
		SP:Iteration 53Q (3707.630000 sec): 3 clusters
  Score: Raw -484318.967995 + Penalty 2710.260144 = -481608.707851
  nChanged 2
		SP:Iteration 54Q (3707.630000 sec): 3 clusters
  Score: Raw -484319.846364 + Penalty 2710.260144 = -481609.586219
  nChanged 1
		SP:Iteration 55Q (3707.650000 sec): 3 clusters
  Score: Raw -484320.338785 + Penalty 2710.260144 = -481610.078641
  nChanged 1
		SP:Iteration 56Q (3707.650000 sec): 3 clusters
  Score: Raw -484320.793066 + Penalty 2710.260144 = -481610.532921
  nChanged 1
		SP:Iteration 57Q (3707.670000 sec): 3 clusters
  Score: Raw -484320.983007 + Penalty 2710.260144 = -481610.722862
  nChanged 1
		SP:Iteration 58Q (3707.670000 sec): 3 clusters
  Score: Raw -484321.509211 + Penalty 2710.260144 = -481611.249067
  nChanged 0
		SP:Iteration 59F (3707.690000 sec): 3 clusters
  Score: Raw -484321.509211 + Penalty 2710.260144 = -481611.249067
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3707.690000 sec): 2 clusters
  Score: Raw -151970.381243 + Penalty 1178.458767 = -150791.922476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3707.690000 sec): 3 clusters
  Score: Raw -151489.420279 + Penalty 2356.917534 = -149132.502745
  nChanged 481
		SP:Iteration 1F (3707.700000 sec): 3 clusters
  Score: Raw -151918.105411 + Penalty 2356.917534 = -149561.187877
  nChanged 143
		SP:Iteration 2F (3707.700000 sec): 3 clusters
  Score: Raw -152068.722745 + Penalty 2356.917534 = -149711.805210
  nChanged 92
		SP:Iteration 3F (3707.710000 sec): 3 clusters
  Score: Raw -152180.640788 + Penalty 2356.917534 = -149823.723254
  nChanged 64
		SP:Iteration 4Q (3707.710000 sec): 3 clusters
  Score: Raw -152253.703516 + Penalty 2356.917534 = -149896.785982
  nChanged 52
		SP:Iteration 5Q (3707.710000 sec): 3 clusters
  Score: Raw -152310.796769 + Penalty 2356.917534 = -149953.879234
  nChanged 38
		SP:Iteration 6Q (3707.710000 sec): 3 clusters
  Score: Raw -152347.140893 + Penalty 2356.917534 = -149990.223359
  nChanged 37
		SP:Iteration 7Q (3707.720000 sec): 3 clusters
  Score: Raw -152394.351399 + Penalty 2356.917534 = -150037.433865
  nChanged 31
		SP:Iteration 8Q (3707.720000 sec): 3 clusters
  Score: Raw -152439.488759 + Penalty 2356.917534 = -150082.571224
  nChanged 30
		SP:Iteration 9Q (3707.730000 sec): 3 clusters
  Score: Raw -152473.859044 + Penalty 2356.917534 = -150116.941510
  nChanged 19
		SP:Iteration 10Q (3707.730000 sec): 3 clusters
  Score: Raw -152498.938108 + Penalty 2356.917534 = -150142.020574
  nChanged 12
		SP:Iteration 11Q (3707.730000 sec): 3 clusters
  Score: Raw -152523.303063 + Penalty 2356.917534 = -150166.385529
  nChanged 22
		SP:Iteration 12Q (3707.730000 sec): 3 clusters
  Score: Raw -152547.291543 + Penalty 2356.917534 = -150190.374008
  nChanged 13
		SP:Iteration 13Q (3707.740000 sec): 3 clusters
  Score: Raw -152563.277730 + Penalty 2356.917534 = -150206.360195
  nChanged 6
		SP:Iteration 14Q (3707.740000 sec): 3 clusters
  Score: Raw -152567.492413 + Penalty 2356.917534 = -150210.574879
  nChanged 3
		SP:Iteration 15Q (3707.750000 sec): 3 clusters
  Score: Raw -152570.285751 + Penalty 2356.917534 = -150213.368217
  nChanged 4
		SP:Iteration 16Q (3707.750000 sec): 3 clusters
  Score: Raw -152575.881017 + Penalty 2356.917534 = -150218.963483
  nChanged 4
		SP:Iteration 17Q (3707.750000 sec): 3 clusters
  Score: Raw -152578.884984 + Penalty 2356.917534 = -150221.967450
  nChanged 6
		SP:Iteration 18Q (3707.750000 sec): 3 clusters
  Score: Raw -152583.992511 + Penalty 2356.917534 = -150227.074977
  nChanged 3
		SP:Iteration 19Q (3707.760000 sec): 3 clusters
  Score: Raw -152587.800101 + Penalty 2356.917534 = -150230.882567
  nChanged 1
		SP:Iteration 20F (3707.760000 sec): 3 clusters
  Score: Raw -152588.606698 + Penalty 2356.917534 = -150231.689164
  nChanged 2
		SP:Iteration 21Q (3707.770000 sec): 3 clusters
  Score: Raw -152593.016201 + Penalty 2356.917534 = -150236.098667
  nChanged 2
		SP:Iteration 22Q (3707.770000 sec): 3 clusters
  Score: Raw -152594.436436 + Penalty 2356.917534 = -150237.518902
  nChanged 0
		SP:Iteration 23F (3707.770000 sec): 3 clusters
  Score: Raw -152594.436436 + Penalty 2356.917534 = -150237.518902
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3707.860000 sec): 2 clusters
  Score: Raw -3327467.516477 + Penalty 1666.475749 = -3325801.040728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3707.940000 sec): 3 clusters
  Score: Raw -3309931.122471 + Penalty 3332.951498 = -3306598.170973
  nChanged 13107
		SP:Iteration 1F (3708.010000 sec): 3 clusters
  Score: Raw -3317450.155361 + Penalty 3332.951498 = -3314117.203864
  nChanged 1789
		SP:Iteration 2F (3708.090000 sec): 3 clusters
  Score: Raw -3318365.938675 + Penalty 3332.951498 = -3315032.987177
  nChanged 1976
		SP:Iteration 3F (3708.160000 sec): 3 clusters
  Score: Raw -3319635.826215 + Penalty 3332.951498 = -3316302.874717
  nChanged 2192
		SP:Iteration 4F (3708.230000 sec): 3 clusters
  Score: Raw -3321271.834360 + Penalty 3332.951498 = -3317938.882862
  nChanged 2122
		SP:Iteration 5F (3708.310000 sec): 3 clusters
  Score: Raw -3322973.029644 + Penalty 3332.951498 = -3319640.078146
  nChanged 1758
		SP:Iteration 6F (3708.380000 sec): 3 clusters
  Score: Raw -3324391.377375 + Penalty 3332.951498 = -3321058.425877
  nChanged 1393
		SP:Iteration 7Q (3708.460000 sec): 3 clusters
  Score: Raw -3325515.253269 + Penalty 3332.951498 = -3322182.301771
  nChanged 1022
		SP:Iteration 8Q (3708.530000 sec): 3 clusters
  Score: Raw -3326343.228777 + Penalty 3332.951498 = -3323010.277279
  nChanged 698
		SP:Iteration 9Q (3708.610000 sec): 3 clusters
  Score: Raw -3326948.235300 + Penalty 3332.951498 = -3323615.283802
  nChanged 425
		SP:Iteration 10Q (3708.670000 sec): 3 clusters
  Score: Raw -3327310.196206 + Penalty 3332.951498 = -3323977.244709
  nChanged 212
		SP:Iteration 11Q (3708.740000 sec): 3 clusters
  Score: Raw -3327484.676483 + Penalty 3332.951498 = -3324151.724985
  nChanged 137
		SP:Iteration 12Q (3708.800000 sec): 3 clusters
  Score: Raw -3327589.471295 + Penalty 3332.951498 = -3324256.519797
  nChanged 77
		SP:Iteration 13Q (3708.860000 sec): 3 clusters
  Score: Raw -3327637.966287 + Penalty 3332.951498 = -3324305.014789
  nChanged 39
		SP:Iteration 14Q (3708.920000 sec): 3 clusters
  Score: Raw -3327664.129590 + Penalty 3332.951498 = -3324331.178092
  nChanged 34
		SP:Iteration 15Q (3708.970000 sec): 3 clusters
  Score: Raw -3327685.798357 + Penalty 3332.951498 = -3324352.846859
  nChanged 19
		SP:Iteration 16Q (3709.030000 sec): 3 clusters
  Score: Raw -3327700.097401 + Penalty 3332.951498 = -3324367.145903
  nChanged 14
		SP:Iteration 17Q (3709.090000 sec): 3 clusters
  Score: Raw -3327709.293490 + Penalty 3332.951498 = -3324376.341992
  nChanged 11
		SP:Iteration 18Q (3709.140000 sec): 3 clusters
  Score: Raw -3327716.613374 + Penalty 3332.951498 = -3324383.661876
  nChanged 7
		SP:Iteration 19Q (3709.190000 sec): 3 clusters
  Score: Raw -3327724.803887 + Penalty 3332.951498 = -3324391.852389
  nChanged 7
		SP:Iteration 20F (3709.270000 sec): 3 clusters
  Score: Raw -3327728.837114 + Penalty 3332.951498 = -3324395.885616
  nChanged 5
		SP:Iteration 21Q (3709.320000 sec): 3 clusters
  Score: Raw -3327732.579692 + Penalty 3332.951498 = -3324399.628194
  nChanged 1
		SP:Iteration 22Q (3709.380000 sec): 3 clusters
  Score: Raw -3327732.836847 + Penalty 3332.951498 = -3324399.885349
  nChanged 0
		SP:Iteration 23F (3709.450000 sec): 3 clusters
  Score: Raw -3327732.836847 + Penalty 3332.951498 = -3324399.885349
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3709.490000 sec): 2 clusters
  Score: Raw -917779.466542 + Penalty 1467.358271 = -916312.108271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3709.510000 sec): 3 clusters
  Score: Raw -913132.439806 + Penalty 2934.716541 = -910197.723265
  nChanged 3596
		SP:Iteration 1F (3709.530000 sec): 3 clusters
  Score: Raw -915224.356537 + Penalty 2934.716541 = -912289.639996
  nChanged 624
		SP:Iteration 2F (3709.550000 sec): 3 clusters
  Score: Raw -915573.782022 + Penalty 2934.716541 = -912639.065481
  nChanged 514
		SP:Iteration 3F (3709.570000 sec): 3 clusters
  Score: Raw -915883.250923 + Penalty 2934.716541 = -912948.534381
  nChanged 474
		SP:Iteration 4F (3709.590000 sec): 3 clusters
  Score: Raw -916157.469453 + Penalty 2934.716541 = -913222.752912
  nChanged 434
		SP:Iteration 5F (3709.610000 sec): 3 clusters
  Score: Raw -916413.509219 + Penalty 2934.716541 = -913478.792677
  nChanged 395
		SP:Iteration 6Q (3709.630000 sec): 3 clusters
  Score: Raw -916644.524791 + Penalty 2934.716541 = -913709.808249
  nChanged 360
		SP:Iteration 7Q (3709.650000 sec): 3 clusters
  Score: Raw -916837.824368 + Penalty 2934.716541 = -913903.107826
  nChanged 283
		SP:Iteration 8Q (3709.670000 sec): 3 clusters
  Score: Raw -916985.789038 + Penalty 2934.716541 = -914051.072497
  nChanged 261
		SP:Iteration 9Q (3709.690000 sec): 3 clusters
  Score: Raw -917111.766542 + Penalty 2934.716541 = -914177.050001
  nChanged 197
		SP:Iteration 10Q (3709.710000 sec): 3 clusters
  Score: Raw -917208.561901 + Penalty 2934.716541 = -914273.845360
  nChanged 199
		SP:Iteration 11Q (3709.740000 sec): 3 clusters
  Score: Raw -917303.827177 + Penalty 2934.716541 = -914369.110636
  nChanged 170
		SP:Iteration 12Q (3709.760000 sec): 3 clusters
  Score: Raw -917377.616672 + Penalty 2934.716541 = -914442.900131
  nChanged 164
		SP:Iteration 13Q (3709.780000 sec): 3 clusters
  Score: Raw -917457.338244 + Penalty 2934.716541 = -914522.621702
  nChanged 166
		SP:Iteration 14Q (3709.800000 sec): 3 clusters
  Score: Raw -917544.359742 + Penalty 2934.716541 = -914609.643200
  nChanged 166
		SP:Iteration 15Q (3709.820000 sec): 3 clusters
  Score: Raw -917642.369936 + Penalty 2934.716541 = -914707.653395
  nChanged 148
		SP:Iteration 16Q (3709.840000 sec): 3 clusters
  Score: Raw -917726.955903 + Penalty 2934.716541 = -914792.239361
  nChanged 139
		SP:Iteration 17Q (3709.860000 sec): 3 clusters
  Score: Raw -917807.581958 + Penalty 2934.716541 = -914872.865416
  nChanged 126
		SP:Iteration 18Q (3709.880000 sec): 3 clusters
  Score: Raw -917865.612179 + Penalty 2934.716541 = -914930.895638
  nChanged 95
		SP:Iteration 19Q (3709.900000 sec): 3 clusters
  Score: Raw -917919.806415 + Penalty 2934.716541 = -914985.089873
  nChanged 79
		SP:Iteration 20F (3709.920000 sec): 3 clusters
  Score: Raw -917955.366282 + Penalty 2934.716541 = -915020.649741
  nChanged 56
		SP:Iteration 21Q (3709.940000 sec): 3 clusters
  Score: Raw -917980.025353 + Penalty 2934.716541 = -915045.308812
  nChanged 43
		SP:Iteration 22Q (3709.960000 sec): 3 clusters
  Score: Raw -918000.139004 + Penalty 2934.716541 = -915065.422463
  nChanged 50
		SP:Iteration 23Q (3709.980000 sec): 3 clusters
  Score: Raw -918019.693929 + Penalty 2934.716541 = -915084.977388
  nChanged 33
		SP:Iteration 24Q (3710.000000 sec): 3 clusters
  Score: Raw -918038.197148 + Penalty 2934.716541 = -915103.480607
  nChanged 35
		SP:Iteration 25Q (3710.020000 sec): 3 clusters
  Score: Raw -918059.859810 + Penalty 2934.716541 = -915125.143269
  nChanged 38
		SP:Iteration 26Q (3710.030000 sec): 3 clusters
  Score: Raw -918078.635353 + Penalty 2934.716541 = -915143.918812
  nChanged 32
		SP:Iteration 27Q (3710.050000 sec): 3 clusters
  Score: Raw -918094.724957 + Penalty 2934.716541 = -915160.008416
  nChanged 30
		SP:Iteration 28Q (3710.070000 sec): 3 clusters
  Score: Raw -918110.901379 + Penalty 2934.716541 = -915176.184837
  nChanged 25
		SP:Iteration 29Q (3710.090000 sec): 3 clusters
  Score: Raw -918128.587201 + Penalty 2934.716541 = -915193.870659
  nChanged 24
		SP:Iteration 30Q (3710.110000 sec): 3 clusters
  Score: Raw -918148.308514 + Penalty 2934.716541 = -915213.591973
  nChanged 31
		SP:Iteration 31Q (3710.130000 sec): 3 clusters
  Score: Raw -918167.318814 + Penalty 2934.716541 = -915232.602272
  nChanged 22
		SP:Iteration 32Q (3710.150000 sec): 3 clusters
  Score: Raw -918177.237241 + Penalty 2934.716541 = -915242.520700
  nChanged 10
		SP:Iteration 33Q (3710.170000 sec): 3 clusters
  Score: Raw -918183.651845 + Penalty 2934.716541 = -915248.935304
  nChanged 9
		SP:Iteration 34Q (3710.190000 sec): 3 clusters
  Score: Raw -918188.342817 + Penalty 2934.716541 = -915253.626276
  nChanged 8
		SP:Iteration 35Q (3710.200000 sec): 3 clusters
  Score: Raw -918193.660514 + Penalty 2934.716541 = -915258.943973
  nChanged 6
		SP:Iteration 36Q (3710.220000 sec): 3 clusters
  Score: Raw -918197.052834 + Penalty 2934.716541 = -915262.336293
  nChanged 4
		SP:Iteration 37Q (3710.240000 sec): 3 clusters
  Score: Raw -918198.105088 + Penalty 2934.716541 = -915263.388546
  nChanged 3
		SP:Iteration 38Q (3710.260000 sec): 3 clusters
  Score: Raw -918198.912297 + Penalty 2934.716541 = -915264.195755
  nChanged 2
		SP:Iteration 39Q (3710.270000 sec): 3 clusters
  Score: Raw -918199.353788 + Penalty 2934.716541 = -915264.637247
  nChanged 1
		SP:Iteration 40F (3710.290000 sec): 3 clusters
  Score: Raw -918199.699908 + Penalty 2934.716541 = -915264.983366
  nChanged 1
		SP:Iteration 41Q (3710.310000 sec): 3 clusters
  Score: Raw -918200.319096 + Penalty 2934.716541 = -915265.602554
  nChanged 0
		SP:Iteration 42F (3710.330000 sec): 3 clusters
  Score: Raw -918200.319096 + Penalty 2934.716541 = -915265.602554
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3710.350000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3710.350000 sec): 3 clusters
  Score: Raw -34522.432893 + Penalty 1875.718365 = -32646.714528
  nChanged 70
		SP:Iteration 1F (3710.350000 sec): 3 clusters
  Score: Raw -34649.771925 + Penalty 1875.718365 = -32774.053560
  nChanged 19
		SP:Iteration 2F (3710.350000 sec): 3 clusters
  Score: Raw -34693.937788 + Penalty 1875.718365 = -32818.219423
  nChanged 8
		SP:Iteration 3Q (3710.350000 sec): 3 clusters
  Score: Raw -34714.627385 + Penalty 1875.718365 = -32838.909020
  nChanged 14
		SP:Iteration 4Q (3710.350000 sec): 3 clusters
  Score: Raw -34752.367624 + Penalty 1875.718365 = -32876.649259
  nChanged 10
		SP:Iteration 5Q (3710.350000 sec): 3 clusters
  Score: Raw -34806.134127 + Penalty 1875.718365 = -32930.415762
  nChanged 10
		SP:Iteration 6Q (3710.350000 sec): 3 clusters
  Score: Raw -34826.672948 + Penalty 1875.718365 = -32950.954583
  nChanged 5
		SP:Iteration 7Q (3710.350000 sec): 3 clusters
  Score: Raw -34841.955683 + Penalty 1875.718365 = -32966.237318
  nChanged 4
		SP:Iteration 8Q (3710.350000 sec): 3 clusters
  Score: Raw -34849.434208 + Penalty 1875.718365 = -32973.715843
  nChanged 5
		SP:Iteration 9Q (3710.350000 sec): 3 clusters
  Score: Raw -34860.054435 + Penalty 1875.718365 = -32984.336070
  nChanged 2
		SP:Iteration 10Q (3710.350000 sec): 3 clusters
  Score: Raw -34867.133952 + Penalty 1875.718365 = -32991.415587
  nChanged 2
		SP:Iteration 11Q (3710.350000 sec): 3 clusters
  Score: Raw -34872.273452 + Penalty 1875.718365 = -32996.555087
  nChanged 1
		SP:Iteration 12Q (3710.350000 sec): 3 clusters
  Score: Raw -34875.528451 + Penalty 1875.718365 = -32999.810086
  nChanged 2
		SP:Iteration 13Q (3710.350000 sec): 3 clusters
  Score: Raw -34880.687342 + Penalty 1875.718365 = -33004.968977
  nChanged 0
		SP:Iteration 14F (3710.350000 sec): 3 clusters
  Score: Raw -34880.687342 + Penalty 1875.718365 = -33004.968977
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3710.370000 sec): 2 clusters
  Score: Raw -190900.990313 + Penalty 1218.746188 = -189682.244125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3710.370000 sec): 3 clusters
  Score: Raw -190158.790428 + Penalty 2437.492376 = -187721.298052
  nChanged 653
		SP:Iteration 1F (3710.370000 sec): 3 clusters
  Score: Raw -190662.296110 + Penalty 2437.492376 = -188224.803734
  nChanged 167
		SP:Iteration 2F (3710.380000 sec): 3 clusters
  Score: Raw -190855.417824 + Penalty 2437.492376 = -188417.925448
  nChanged 114
		SP:Iteration 3F (3710.380000 sec): 3 clusters
  Score: Raw -190963.393960 + Penalty 2437.492376 = -188525.901584
  nChanged 85
		SP:Iteration 4Q (3710.390000 sec): 3 clusters
  Score: Raw -191048.930736 + Penalty 2437.492376 = -188611.438360
  nChanged 61
		SP:Iteration 5Q (3710.390000 sec): 3 clusters
  Score: Raw -191104.909700 + Penalty 2437.492376 = -188667.417325
  nChanged 57
		SP:Iteration 6Q (3710.400000 sec): 3 clusters
  Score: Raw -191173.074057 + Penalty 2437.492376 = -188735.581681
  nChanged 53
		SP:Iteration 7Q (3710.400000 sec): 3 clusters
  Score: Raw -191232.800471 + Penalty 2437.492376 = -188795.308095
  nChanged 37
		SP:Iteration 8Q (3710.410000 sec): 3 clusters
  Score: Raw -191275.853166 + Penalty 2437.492376 = -188838.360790
  nChanged 34
		SP:Iteration 9Q (3710.410000 sec): 3 clusters
  Score: Raw -191306.413641 + Penalty 2437.492376 = -188868.921266
  nChanged 35
		SP:Iteration 10Q (3710.410000 sec): 3 clusters
  Score: Raw -191331.938401 + Penalty 2437.492376 = -188894.446025
  nChanged 13
		SP:Iteration 11Q (3710.420000 sec): 3 clusters
  Score: Raw -191338.600958 + Penalty 2437.492376 = -188901.108582
  nChanged 11
		SP:Iteration 12Q (3710.420000 sec): 3 clusters
  Score: Raw -191345.007962 + Penalty 2437.492376 = -188907.515586
  nChanged 8
		SP:Iteration 13Q (3710.430000 sec): 3 clusters
  Score: Raw -191350.797216 + Penalty 2437.492376 = -188913.304840
  nChanged 9
		SP:Iteration 14Q (3710.430000 sec): 3 clusters
  Score: Raw -191357.390870 + Penalty 2437.492376 = -188919.898494
  nChanged 7
		SP:Iteration 15Q (3710.430000 sec): 3 clusters
  Score: Raw -191360.686545 + Penalty 2437.492376 = -188923.194169
  nChanged 3
		SP:Iteration 16Q (3710.440000 sec): 3 clusters
  Score: Raw -191361.691848 + Penalty 2437.492376 = -188924.199472
  nChanged 1
		SP:Iteration 17Q (3710.440000 sec): 3 clusters
  Score: Raw -191361.949022 + Penalty 2437.492376 = -188924.456646
  nChanged 2
		SP:Iteration 18Q (3710.450000 sec): 3 clusters
  Score: Raw -191363.042180 + Penalty 2437.492376 = -188925.549805
  nChanged 0
		SP:Iteration 19F (3710.450000 sec): 3 clusters
  Score: Raw -191363.042180 + Penalty 2437.492376 = -188925.549805
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3710.470000 sec): 2 clusters
  Score: Raw -476185.857548 + Penalty 1357.098390 = -474828.759158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3710.480000 sec): 3 clusters
  Score: Raw -474008.392319 + Penalty 2714.196780 = -471294.195539
  nChanged 1690
		SP:Iteration 1F (3710.490000 sec): 3 clusters
  Score: Raw -474929.950403 + Penalty 2714.196780 = -472215.753623
  nChanged 338
		SP:Iteration 2F (3710.500000 sec): 3 clusters
  Score: Raw -475139.617934 + Penalty 2714.196780 = -472425.421154
  nChanged 251
		SP:Iteration 3F (3710.510000 sec): 3 clusters
  Score: Raw -475290.661951 + Penalty 2714.196780 = -472576.465171
  nChanged 206
		SP:Iteration 4Q (3710.520000 sec): 3 clusters
  Score: Raw -475407.524201 + Penalty 2714.196780 = -472693.327421
  nChanged 162
		SP:Iteration 5Q (3710.530000 sec): 3 clusters
  Score: Raw -475512.250448 + Penalty 2714.196780 = -472798.053669
  nChanged 136
		SP:Iteration 6Q (3710.540000 sec): 3 clusters
  Score: Raw -475592.751247 + Penalty 2714.196780 = -472878.554467
  nChanged 134
		SP:Iteration 7Q (3710.550000 sec): 3 clusters
  Score: Raw -475667.844053 + Penalty 2714.196780 = -472953.647273
  nChanged 131
		SP:Iteration 8Q (3710.560000 sec): 3 clusters
  Score: Raw -475753.043440 + Penalty 2714.196780 = -473038.846660
  nChanged 131
		SP:Iteration 9Q (3710.570000 sec): 3 clusters
  Score: Raw -475823.077263 + Penalty 2714.196780 = -473108.880483
  nChanged 119
		SP:Iteration 10Q (3710.580000 sec): 3 clusters
  Score: Raw -475890.710486 + Penalty 2714.196780 = -473176.513706
  nChanged 123
		SP:Iteration 11Q (3710.590000 sec): 3 clusters
  Score: Raw -475978.090384 + Penalty 2714.196780 = -473263.893604
  nChanged 143
		SP:Iteration 12Q (3710.600000 sec): 3 clusters
  Score: Raw -476077.823173 + Penalty 2714.196780 = -473363.626394
  nChanged 132
		SP:Iteration 13Q (3710.610000 sec): 3 clusters
  Score: Raw -476169.435472 + Penalty 2714.196780 = -473455.238692
  nChanged 123
		SP:Iteration 14Q (3710.620000 sec): 3 clusters
  Score: Raw -476256.675825 + Penalty 2714.196780 = -473542.479045
  nChanged 109
		SP:Iteration 15Q (3710.630000 sec): 3 clusters
  Score: Raw -476319.941259 + Penalty 2714.196780 = -473605.744480
  nChanged 86
		SP:Iteration 16Q (3710.640000 sec): 3 clusters
  Score: Raw -476370.805847 + Penalty 2714.196780 = -473656.609067
  nChanged 84
		SP:Iteration 17Q (3710.650000 sec): 3 clusters
  Score: Raw -476425.162911 + Penalty 2714.196780 = -473710.966131
  nChanged 82
		SP:Iteration 18Q (3710.660000 sec): 3 clusters
  Score: Raw -476469.855894 + Penalty 2714.196780 = -473755.659114
  nChanged 64
		SP:Iteration 19Q (3710.670000 sec): 3 clusters
  Score: Raw -476507.586130 + Penalty 2714.196780 = -473793.389350
  nChanged 59
		SP:Iteration 20F (3710.690000 sec): 3 clusters
  Score: Raw -476553.351031 + Penalty 2714.196780 = -473839.154251
  nChanged 66
		SP:Iteration 21Q (3710.690000 sec): 3 clusters
  Score: Raw -476600.527594 + Penalty 2714.196780 = -473886.330814
  nChanged 64
		SP:Iteration 22Q (3710.700000 sec): 3 clusters
  Score: Raw -476648.860399 + Penalty 2714.196780 = -473934.663620
  nChanged 52
		SP:Iteration 23Q (3710.710000 sec): 3 clusters
  Score: Raw -476686.467401 + Penalty 2714.196780 = -473972.270621
  nChanged 55
		SP:Iteration 24Q (3710.720000 sec): 3 clusters
  Score: Raw -476717.178830 + Penalty 2714.196780 = -474002.982051
  nChanged 34
		SP:Iteration 25Q (3710.730000 sec): 3 clusters
  Score: Raw -476734.693458 + Penalty 2714.196780 = -474020.496678
  nChanged 24
		SP:Iteration 26Q (3710.740000 sec): 3 clusters
  Score: Raw -476748.838400 + Penalty 2714.196780 = -474034.641620
  nChanged 36
		SP:Iteration 27Q (3710.750000 sec): 3 clusters
  Score: Raw -476770.403854 + Penalty 2714.196780 = -474056.207075
  nChanged 33
		SP:Iteration 28Q (3710.760000 sec): 3 clusters
  Score: Raw -476785.486484 + Penalty 2714.196780 = -474071.289704
  nChanged 30
		SP:Iteration 29Q (3710.770000 sec): 3 clusters
  Score: Raw -476797.452793 + Penalty 2714.196780 = -474083.256013
  nChanged 22
		SP:Iteration 30Q (3710.780000 sec): 3 clusters
  Score: Raw -476805.883979 + Penalty 2714.196780 = -474091.687199
  nChanged 10
		SP:Iteration 31Q (3710.790000 sec): 3 clusters
  Score: Raw -476810.277223 + Penalty 2714.196780 = -474096.080444
  nChanged 8
		SP:Iteration 32Q (3710.800000 sec): 3 clusters
  Score: Raw -476814.617990 + Penalty 2714.196780 = -474100.421210
  nChanged 8
		SP:Iteration 33Q (3710.810000 sec): 3 clusters
  Score: Raw -476817.559065 + Penalty 2714.196780 = -474103.362285
  nChanged 10
		SP:Iteration 34Q (3710.820000 sec): 3 clusters
  Score: Raw -476822.131194 + Penalty 2714.196780 = -474107.934414
  nChanged 8
		SP:Iteration 35Q (3710.830000 sec): 3 clusters
  Score: Raw -476826.365994 + Penalty 2714.196780 = -474112.169214
  nChanged 8
		SP:Iteration 36Q (3710.830000 sec): 3 clusters
  Score: Raw -476830.511844 + Penalty 2714.196780 = -474116.315064
  nChanged 5
		SP:Iteration 37Q (3710.850000 sec): 3 clusters
  Score: Raw -476832.385709 + Penalty 2714.196780 = -474118.188930
  nChanged 5
		SP:Iteration 38Q (3710.850000 sec): 3 clusters
  Score: Raw -476833.735636 + Penalty 2714.196780 = -474119.538857
  nChanged 5
		SP:Iteration 39Q (3710.860000 sec): 3 clusters
  Score: Raw -476836.089767 + Penalty 2714.196780 = -474121.892987
  nChanged 6
		SP:Iteration 40F (3710.870000 sec): 3 clusters
  Score: Raw -476838.255561 + Penalty 2714.196780 = -474124.058782
  nChanged 7
		SP:Iteration 41Q (3710.880000 sec): 3 clusters
  Score: Raw -476840.452483 + Penalty 2714.196780 = -474126.255704
  nChanged 7
		SP:Iteration 42Q (3710.890000 sec): 3 clusters
  Score: Raw -476842.841030 + Penalty 2714.196780 = -474128.644251
  nChanged 2
		SP:Iteration 43Q (3710.900000 sec): 3 clusters
  Score: Raw -476843.152825 + Penalty 2714.196780 = -474128.956045
  nChanged 4
		SP:Iteration 44Q (3710.910000 sec): 3 clusters
  Score: Raw -476843.947691 + Penalty 2714.196780 = -474129.750911
  nChanged 1
		SP:Iteration 45Q (3710.920000 sec): 3 clusters
  Score: Raw -476844.148814 + Penalty 2714.196780 = -474129.952035
  nChanged 0
		SP:Iteration 46F (3710.930000 sec): 3 clusters
  Score: Raw -476844.148814 + Penalty 2714.196780 = -474129.952035
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3710.940000 sec): 2 clusters
  Score: Raw -263187.271199 + Penalty 1264.909263 = -261922.361936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3710.950000 sec): 3 clusters
  Score: Raw -262115.475290 + Penalty 2529.818526 = -259585.656765
  nChanged 898
		SP:Iteration 1F (3710.950000 sec): 3 clusters
  Score: Raw -262695.373528 + Penalty 2529.818526 = -260165.555002
  nChanged 217
		SP:Iteration 2F (3710.960000 sec): 3 clusters
  Score: Raw -262860.826838 + Penalty 2529.818526 = -260331.008312
  nChanged 134
		SP:Iteration 3F (3710.970000 sec): 3 clusters
  Score: Raw -262941.805082 + Penalty 2529.818526 = -260411.986556
  nChanged 97
		SP:Iteration 4Q (3710.970000 sec): 3 clusters
  Score: Raw -263001.440482 + Penalty 2529.818526 = -260471.621956
  nChanged 76
		SP:Iteration 5Q (3710.980000 sec): 3 clusters
  Score: Raw -263053.969675 + Penalty 2529.818526 = -260524.151149
  nChanged 72
		SP:Iteration 6Q (3710.990000 sec): 3 clusters
  Score: Raw -263094.193330 + Penalty 2529.818526 = -260564.374804
  nChanged 46
		SP:Iteration 7Q (3710.990000 sec): 3 clusters
  Score: Raw -263118.941814 + Penalty 2529.818526 = -260589.123288
  nChanged 48
		SP:Iteration 8Q (3711.000000 sec): 3 clusters
  Score: Raw -263153.633871 + Penalty 2529.818526 = -260623.815345
  nChanged 55
		SP:Iteration 9Q (3711.000000 sec): 3 clusters
  Score: Raw -263196.688953 + Penalty 2529.818526 = -260666.870427
  nChanged 59
		SP:Iteration 10Q (3711.010000 sec): 3 clusters
  Score: Raw -263239.199594 + Penalty 2529.818526 = -260709.381068
  nChanged 53
		SP:Iteration 11Q (3711.010000 sec): 3 clusters
  Score: Raw -263278.751879 + Penalty 2529.818526 = -260748.933354
  nChanged 48
		SP:Iteration 12Q (3711.020000 sec): 3 clusters
  Score: Raw -263315.312709 + Penalty 2529.818526 = -260785.494183
  nChanged 50
		SP:Iteration 13Q (3711.030000 sec): 3 clusters
  Score: Raw -263356.849034 + Penalty 2529.818526 = -260827.030508
  nChanged 47
		SP:Iteration 14Q (3711.030000 sec): 3 clusters
  Score: Raw -263393.392609 + Penalty 2529.818526 = -260863.574083
  nChanged 38
		SP:Iteration 15Q (3711.040000 sec): 3 clusters
  Score: Raw -263428.138807 + Penalty 2529.818526 = -260898.320281
  nChanged 40
		SP:Iteration 16Q (3711.040000 sec): 3 clusters
  Score: Raw -263471.327166 + Penalty 2529.818526 = -260941.508640
  nChanged 47
		SP:Iteration 17Q (3711.050000 sec): 3 clusters
  Score: Raw -263526.772958 + Penalty 2529.818526 = -260996.954432
  nChanged 47
		SP:Iteration 18Q (3711.050000 sec): 3 clusters
  Score: Raw -263576.041038 + Penalty 2529.818526 = -261046.222512
  nChanged 40
		SP:Iteration 19Q (3711.060000 sec): 3 clusters
  Score: Raw -263606.507818 + Penalty 2529.818526 = -261076.689292
  nChanged 27
		SP:Iteration 20F (3711.070000 sec): 3 clusters
  Score: Raw -263629.213274 + Penalty 2529.818526 = -261099.394748
  nChanged 21
		SP:Iteration 21Q (3711.070000 sec): 3 clusters
  Score: Raw -263647.725560 + Penalty 2529.818526 = -261117.907034
  nChanged 20
		SP:Iteration 22Q (3711.080000 sec): 3 clusters
  Score: Raw -263660.484654 + Penalty 2529.818526 = -261130.666128
  nChanged 13
		SP:Iteration 23Q (3711.080000 sec): 3 clusters
  Score: Raw -263666.840558 + Penalty 2529.818526 = -261137.022032
  nChanged 11
		SP:Iteration 24Q (3711.090000 sec): 3 clusters
  Score: Raw -263673.009430 + Penalty 2529.818526 = -261143.190904
  nChanged 10
		SP:Iteration 25Q (3711.090000 sec): 3 clusters
  Score: Raw -263678.148029 + Penalty 2529.818526 = -261148.329504
  nChanged 12
		SP:Iteration 26Q (3711.100000 sec): 3 clusters
  Score: Raw -263687.644277 + Penalty 2529.818526 = -261157.825751
  nChanged 7
		SP:Iteration 27Q (3711.100000 sec): 3 clusters
  Score: Raw -263692.696802 + Penalty 2529.818526 = -261162.878276
  nChanged 6
		SP:Iteration 28Q (3711.110000 sec): 3 clusters
  Score: Raw -263694.916151 + Penalty 2529.818526 = -261165.097626
  nChanged 4
		SP:Iteration 29Q (3711.110000 sec): 3 clusters
  Score: Raw -263697.818449 + Penalty 2529.818526 = -261167.999923
  nChanged 3
		SP:Iteration 30Q (3711.120000 sec): 3 clusters
  Score: Raw -263698.678587 + Penalty 2529.818526 = -261168.860061
  nChanged 2
		SP:Iteration 31Q (3711.120000 sec): 3 clusters
  Score: Raw -263699.426726 + Penalty 2529.818526 = -261169.608200
  nChanged 0
		SP:Iteration 32F (3711.130000 sec): 3 clusters
  Score: Raw -263699.426726 + Penalty 2529.818526 = -261169.608200
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (7650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3711.160000 sec): 2 clusters
  Score: Raw -849590.304331 + Penalty 1453.149901 = -848137.154431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3711.170000 sec): 3 clusters
  Score: Raw -845410.660235 + Penalty 2906.299801 = -842504.360434
  nChanged 3270
		SP:Iteration 1F (3711.190000 sec): 3 clusters
  Score: Raw -847343.500453 + Penalty 2906.299801 = -844437.200652
  nChanged 518
		SP:Iteration 2F (3711.210000 sec): 3 clusters
  Score: Raw -847675.862937 + Penalty 2906.299801 = -844769.563136
  nChanged 455
		SP:Iteration 3F (3711.230000 sec): 3 clusters
  Score: Raw -847948.674103 + Penalty 2906.299801 = -845042.374302
  nChanged 421
		SP:Iteration 4F (3711.250000 sec): 3 clusters
  Score: Raw -848253.434011 + Penalty 2906.299801 = -845347.134209
  nChanged 405
		SP:Iteration 5F (3711.270000 sec): 3 clusters
  Score: Raw -848531.947615 + Penalty 2906.299801 = -845625.647814
  nChanged 386
		SP:Iteration 6F (3711.290000 sec): 3 clusters
  Score: Raw -848758.729817 + Penalty 2906.299801 = -845852.430016
  nChanged 287
		SP:Iteration 7Q (3711.310000 sec): 3 clusters
  Score: Raw -848945.262905 + Penalty 2906.299801 = -846038.963104
  nChanged 283
		SP:Iteration 8Q (3711.330000 sec): 3 clusters
  Score: Raw -849114.381981 + Penalty 2906.299801 = -846208.082180
  nChanged 232
		SP:Iteration 9Q (3711.350000 sec): 3 clusters
  Score: Raw -849214.732365 + Penalty 2906.299801 = -846308.432563
  nChanged 161
		SP:Iteration 10Q (3711.370000 sec): 3 clusters
  Score: Raw -849284.140555 + Penalty 2906.299801 = -846377.840753
  nChanged 141
		SP:Iteration 11Q (3711.380000 sec): 3 clusters
  Score: Raw -849337.503495 + Penalty 2906.299801 = -846431.203693
  nChanged 109
		SP:Iteration 12Q (3711.400000 sec): 3 clusters
  Score: Raw -849376.011417 + Penalty 2906.299801 = -846469.711615
  nChanged 84
		SP:Iteration 13Q (3711.420000 sec): 3 clusters
  Score: Raw -849400.356437 + Penalty 2906.299801 = -846494.056636
  nChanged 73
		SP:Iteration 14Q (3711.440000 sec): 3 clusters
  Score: Raw -849421.386718 + Penalty 2906.299801 = -846515.086917
  nChanged 54
		SP:Iteration 15Q (3711.450000 sec): 3 clusters
  Score: Raw -849436.070178 + Penalty 2906.299801 = -846529.770376
  nChanged 55
		SP:Iteration 16Q (3711.470000 sec): 3 clusters
  Score: Raw -849448.286813 + Penalty 2906.299801 = -846541.987012
  nChanged 37
		SP:Iteration 17Q (3711.490000 sec): 3 clusters
  Score: Raw -849456.694570 + Penalty 2906.299801 = -846550.394769
  nChanged 42
		SP:Iteration 18Q (3711.510000 sec): 3 clusters
  Score: Raw -849467.289213 + Penalty 2906.299801 = -846560.989411
  nChanged 55
		SP:Iteration 19Q (3711.530000 sec): 3 clusters
  Score: Raw -849479.243276 + Penalty 2906.299801 = -846572.943475
  nChanged 45
		SP:Iteration 20F (3711.550000 sec): 3 clusters
  Score: Raw -849491.212442 + Penalty 2906.299801 = -846584.912641
  nChanged 46
		SP:Iteration 21Q (3711.560000 sec): 3 clusters
  Score: Raw -849503.092067 + Penalty 2906.299801 = -846596.792266
  nChanged 48
		SP:Iteration 22Q (3711.580000 sec): 3 clusters
  Score: Raw -849516.446990 + Penalty 2906.299801 = -846610.147189
  nChanged 44
		SP:Iteration 23Q (3711.600000 sec): 3 clusters
  Score: Raw -849529.299472 + Penalty 2906.299801 = -846622.999671
  nChanged 43
		SP:Iteration 24Q (3711.620000 sec): 3 clusters
  Score: Raw -849539.964753 + Penalty 2906.299801 = -846633.664951
  nChanged 35
		SP:Iteration 25Q (3711.630000 sec): 3 clusters
  Score: Raw -849550.511004 + Penalty 2906.299801 = -846644.211203
  nChanged 49
		SP:Iteration 26Q (3711.650000 sec): 3 clusters
  Score: Raw -849565.123906 + Penalty 2906.299801 = -846658.824105
  nChanged 45
		SP:Iteration 27Q (3711.670000 sec): 3 clusters
  Score: Raw -849579.263601 + Penalty 2906.299801 = -846672.963800
  nChanged 53
		SP:Iteration 28Q (3711.690000 sec): 3 clusters
  Score: Raw -849596.235416 + Penalty 2906.299801 = -846689.935615
  nChanged 52
		SP:Iteration 29Q (3711.700000 sec): 3 clusters
  Score: Raw -849615.520370 + Penalty 2906.299801 = -846709.220568
  nChanged 64
		SP:Iteration 30Q (3711.720000 sec): 3 clusters
  Score: Raw -849637.712956 + Penalty 2906.299801 = -846731.413154
  nChanged 62
		SP:Iteration 31Q (3711.740000 sec): 3 clusters
  Score: Raw -849659.498080 + Penalty 2906.299801 = -846753.198278
  nChanged 56
		SP:Iteration 32Q (3711.750000 sec): 3 clusters
  Score: Raw -849677.658390 + Penalty 2906.299801 = -846771.358589
  nChanged 42
		SP:Iteration 33Q (3711.770000 sec): 3 clusters
  Score: Raw -849690.274993 + Penalty 2906.299801 = -846783.975191
  nChanged 31
		SP:Iteration 34Q (3711.790000 sec): 3 clusters
  Score: Raw -849699.327655 + Penalty 2906.299801 = -846793.027853
  nChanged 24
		SP:Iteration 35Q (3711.810000 sec): 3 clusters
  Score: Raw -849707.960113 + Penalty 2906.299801 = -846801.660312
  nChanged 30
		SP:Iteration 36Q (3711.820000 sec): 3 clusters
  Score: Raw -849719.310814 + Penalty 2906.299801 = -846813.011012
  nChanged 35
		SP:Iteration 37Q (3711.840000 sec): 3 clusters
  Score: Raw -849729.117523 + Penalty 2906.299801 = -846822.817722
  nChanged 26
		SP:Iteration 38Q (3711.850000 sec): 3 clusters
  Score: Raw -849736.605995 + Penalty 2906.299801 = -846830.306194
  nChanged 25
		SP:Iteration 39Q (3711.870000 sec): 3 clusters
  Score: Raw -849742.533223 + Penalty 2906.299801 = -846836.233422
  nChanged 20
		SP:Iteration 40F (3711.890000 sec): 3 clusters
  Score: Raw -849747.557451 + Penalty 2906.299801 = -846841.257650
  nChanged 22
		SP:Iteration 41Q (3711.910000 sec): 3 clusters
  Score: Raw -849752.633668 + Penalty 2906.299801 = -846846.333867
  nChanged 19
		SP:Iteration 42Q (3711.920000 sec): 3 clusters
  Score: Raw -849756.833117 + Penalty 2906.299801 = -846850.533316
  nChanged 23
		SP:Iteration 43Q (3711.940000 sec): 3 clusters
  Score: Raw -849762.098110 + Penalty 2906.299801 = -846855.798309
  nChanged 20
		SP:Iteration 44Q (3711.950000 sec): 3 clusters
  Score: Raw -849766.984879 + Penalty 2906.299801 = -846860.685078
  nChanged 13
		SP:Iteration 45Q (3711.970000 sec): 3 clusters
  Score: Raw -849769.848395 + Penalty 2906.299801 = -846863.548594
  nChanged 9
		SP:Iteration 46Q (3711.990000 sec): 3 clusters
  Score: Raw -849772.277882 + Penalty 2906.299801 = -846865.978080
  nChanged 13
		SP:Iteration 47Q (3712.000000 sec): 3 clusters
  Score: Raw -849775.018955 + Penalty 2906.299801 = -846868.719154
  nChanged 13
		SP:Iteration 48Q (3712.020000 sec): 3 clusters
  Score: Raw -849778.824902 + Penalty 2906.299801 = -846872.525100
  nChanged 15
		SP:Iteration 49Q (3712.040000 sec): 3 clusters
  Score: Raw -849781.975058 + Penalty 2906.299801 = -846875.675257
  nChanged 11
		SP:Iteration 50Q (3712.050000 sec): 3 clusters
  Score: Raw -849785.328065 + Penalty 2906.299801 = -846879.028264
  nChanged 13
		SP:Iteration 51Q (3712.070000 sec): 3 clusters
  Score: Raw -849788.023714 + Penalty 2906.299801 = -846881.723912
  nChanged 17
		SP:Iteration 52Q (3712.080000 sec): 3 clusters
  Score: Raw -849793.998535 + Penalty 2906.299801 = -846887.698734
  nChanged 18
		SP:Iteration 53Q (3712.100000 sec): 3 clusters
  Score: Raw -849799.745987 + Penalty 2906.299801 = -846893.446186
  nChanged 15
		SP:Iteration 54Q (3712.110000 sec): 3 clusters
  Score: Raw -849803.522268 + Penalty 2906.299801 = -846897.222467
  nChanged 15
		SP:Iteration 55Q (3712.130000 sec): 3 clusters
  Score: Raw -849806.608605 + Penalty 2906.299801 = -846900.308804
  nChanged 16
		SP:Iteration 56Q (3712.150000 sec): 3 clusters
  Score: Raw -849811.450978 + Penalty 2906.299801 = -846905.151177
  nChanged 17
		SP:Iteration 57Q (3712.160000 sec): 3 clusters
  Score: Raw -849815.648000 + Penalty 2906.299801 = -846909.348199
  nChanged 17
		SP:Iteration 58Q (3712.180000 sec): 3 clusters
  Score: Raw -849821.107975 + Penalty 2906.299801 = -846914.808174
  nChanged 13
		SP:Iteration 59Q (3712.190000 sec): 3 clusters
  Score: Raw -849825.464687 + Penalty 2906.299801 = -846919.164886
  nChanged 17
		SP:Iteration 60F (3712.210000 sec): 3 clusters
  Score: Raw -849830.672995 + Penalty 2906.299801 = -846924.373194
  nChanged 17
		SP:Iteration 61Q (3712.230000 sec): 3 clusters
  Score: Raw -849836.578528 + Penalty 2906.299801 = -846930.278727
  nChanged 17
		SP:Iteration 62Q (3712.250000 sec): 3 clusters
  Score: Raw -849841.101513 + Penalty 2906.299801 = -846934.801712
  nChanged 10
		SP:Iteration 63Q (3712.260000 sec): 3 clusters
  Score: Raw -849843.133343 + Penalty 2906.299801 = -846936.833541
  nChanged 4
		SP:Iteration 64Q (3712.280000 sec): 3 clusters
  Score: Raw -849843.954147 + Penalty 2906.299801 = -846937.654346
  nChanged 2
		SP:Iteration 65Q (3712.290000 sec): 3 clusters
  Score: Raw -849844.355899 + Penalty 2906.299801 = -846938.056097
  nChanged 3
		SP:Iteration 66Q (3712.310000 sec): 3 clusters
  Score: Raw -849844.968025 + Penalty 2906.299801 = -846938.668224
  nChanged 3
		SP:Iteration 67Q (3712.320000 sec): 3 clusters
  Score: Raw -849845.405565 + Penalty 2906.299801 = -846939.105763
  nChanged 2
		SP:Iteration 68Q (3712.340000 sec): 3 clusters
  Score: Raw -849845.636663 + Penalty 2906.299801 = -846939.336861
  nChanged 0
		SP:Iteration 69F (3712.360000 sec): 3 clusters
  Score: Raw -849845.636663 + Penalty 2906.299801 = -846939.336861
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3712.450000 sec): 2 clusters
  Score: Raw -3741403.905349 + Penalty 1684.530360 = -3739719.374989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3712.540000 sec): 3 clusters
  Score: Raw -3721658.753867 + Penalty 3369.060720 = -3718289.693147
  nChanged 14667
		SP:Iteration 1F (3712.630000 sec): 3 clusters
  Score: Raw -3729973.827033 + Penalty 3369.060720 = -3726604.766312
  nChanged 1598
		SP:Iteration 2F (3712.710000 sec): 3 clusters
  Score: Raw -3730609.407922 + Penalty 3369.060720 = -3727240.347202
  nChanged 1722
		SP:Iteration 3F (3712.800000 sec): 3 clusters
  Score: Raw -3731464.430615 + Penalty 3369.060720 = -3728095.369894
  nChanged 2050
		SP:Iteration 4F (3712.880000 sec): 3 clusters
  Score: Raw -3732761.996209 + Penalty 3369.060720 = -3729392.935489
  nChanged 2356
		SP:Iteration 5F (3712.970000 sec): 3 clusters
  Score: Raw -3734624.260073 + Penalty 3369.060720 = -3731255.199353
  nChanged 2419
		SP:Iteration 6F (3713.050000 sec): 3 clusters
  Score: Raw -3736752.326851 + Penalty 3369.060720 = -3733383.266130
  nChanged 2033
		SP:Iteration 7F (3713.140000 sec): 3 clusters
  Score: Raw -3738564.470799 + Penalty 3369.060720 = -3735195.410079
  nChanged 1462
		SP:Iteration 8Q (3713.220000 sec): 3 clusters
  Score: Raw -3739835.411368 + Penalty 3369.060720 = -3736466.350647
  nChanged 951
		SP:Iteration 9Q (3713.290000 sec): 3 clusters
  Score: Raw -3740610.849051 + Penalty 3369.060720 = -3737241.788331
  nChanged 572
		SP:Iteration 10Q (3713.370000 sec): 3 clusters
  Score: Raw -3741069.848124 + Penalty 3369.060720 = -3737700.787404
  nChanged 316
		SP:Iteration 11Q (3713.430000 sec): 3 clusters
  Score: Raw -3741324.373664 + Penalty 3369.060720 = -3737955.312944
  nChanged 183
		SP:Iteration 12Q (3713.500000 sec): 3 clusters
  Score: Raw -3741474.463816 + Penalty 3369.060720 = -3738105.403095
  nChanged 94
		SP:Iteration 13Q (3713.560000 sec): 3 clusters
  Score: Raw -3741552.542496 + Penalty 3369.060720 = -3738183.481776
  nChanged 48
		SP:Iteration 14Q (3713.620000 sec): 3 clusters
  Score: Raw -3741591.849280 + Penalty 3369.060720 = -3738222.788559
  nChanged 25
		SP:Iteration 15Q (3713.680000 sec): 3 clusters
  Score: Raw -3741615.229374 + Penalty 3369.060720 = -3738246.168654
  nChanged 24
		SP:Iteration 16Q (3713.740000 sec): 3 clusters
  Score: Raw -3741647.162040 + Penalty 3369.060720 = -3738278.101320
  nChanged 18
		SP:Iteration 17Q (3713.800000 sec): 3 clusters
  Score: Raw -3741665.855326 + Penalty 3369.060720 = -3738296.794606
  nChanged 16
		SP:Iteration 18Q (3713.860000 sec): 3 clusters
  Score: Raw -3741682.204181 + Penalty 3369.060720 = -3738313.143460
  nChanged 10
		SP:Iteration 19Q (3713.920000 sec): 3 clusters
  Score: Raw -3741690.847376 + Penalty 3369.060720 = -3738321.786655
  nChanged 6
		SP:Iteration 20F (3714.000000 sec): 3 clusters
  Score: Raw -3741696.706845 + Penalty 3369.060720 = -3738327.646124
  nChanged 6
		SP:Iteration 21Q (3714.060000 sec): 3 clusters
  Score: Raw -3741701.589669 + Penalty 3369.060720 = -3738332.528948
  nChanged 6
		SP:Iteration 22Q (3714.120000 sec): 3 clusters
  Score: Raw -3741707.397889 + Penalty 3369.060720 = -3738338.337168
  nChanged 3
		SP:Iteration 23Q (3714.180000 sec): 3 clusters
  Score: Raw -3741708.348489 + Penalty 3369.060720 = -3738339.287769
  nChanged 2
		SP:Iteration 24Q (3714.230000 sec): 3 clusters
  Score: Raw -3741709.682327 + Penalty 3369.060720 = -3738340.621607
  nChanged 2
		SP:Iteration 25Q (3714.290000 sec): 3 clusters
  Score: Raw -3741713.002060 + Penalty 3369.060720 = -3738343.941339
  nChanged 2
		SP:Iteration 26Q (3714.350000 sec): 3 clusters
  Score: Raw -3741714.525317 + Penalty 3369.060720 = -3738345.464597
  nChanged 2
		SP:Iteration 27Q (3714.420000 sec): 3 clusters
  Score: Raw -3741716.538208 + Penalty 3369.060720 = -3738347.477487
  nChanged 2
		SP:Iteration 28Q (3714.470000 sec): 3 clusters
  Score: Raw -3741718.692376 + Penalty 3369.060720 = -3738349.631655
  nChanged 1
		SP:Iteration 29Q (3714.530000 sec): 3 clusters
  Score: Raw -3741719.602595 + Penalty 3369.060720 = -3738350.541875
  nChanged 1
		SP:Iteration 30Q (3714.590000 sec): 3 clusters
  Score: Raw -3741721.438700 + Penalty 3369.060720 = -3738352.377979
  nChanged 3
		SP:Iteration 31Q (3714.650000 sec): 3 clusters
  Score: Raw -3741723.376828 + Penalty 3369.060720 = -3738354.316108
  nChanged 2
		SP:Iteration 32Q (3714.710000 sec): 3 clusters
  Score: Raw -3741726.120905 + Penalty 3369.060720 = -3738357.060184
  nChanged 1
		SP:Iteration 33Q (3714.770000 sec): 3 clusters
  Score: Raw -3741726.631285 + Penalty 3369.060720 = -3738357.570565
  nChanged 1
		SP:Iteration 34Q (3714.820000 sec): 3 clusters
  Score: Raw -3741727.648696 + Penalty 3369.060720 = -3738358.587976
  nChanged 1
		SP:Iteration 35Q (3714.880000 sec): 3 clusters
  Score: Raw -3741728.376444 + Penalty 3369.060720 = -3738359.315724
  nChanged 0
		SP:Iteration 36F (3714.960000 sec): 3 clusters
  Score: Raw -3741728.376444 + Penalty 3369.060720 = -3738359.315724
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3714.990000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3714.990000 sec): 3 clusters
  Score: Raw -28355.144894 + Penalty 1810.950060 = -26544.194833
  nChanged 46
		SP:Iteration 1F (3714.990000 sec): 3 clusters
  Score: Raw -28463.778723 + Penalty 1810.950060 = -26652.828662
  nChanged 8
		SP:Iteration 2Q (3714.990000 sec): 3 clusters
  Score: Raw -28487.369707 + Penalty 1810.950060 = -26676.419647
  nChanged 7
		SP:Iteration 3Q (3714.990000 sec): 3 clusters
  Score: Raw -28505.966656 + Penalty 1810.950060 = -26695.016596
  nChanged 2
		SP:Iteration 4Q (3714.990000 sec): 3 clusters
  Score: Raw -28509.794981 + Penalty 1810.950060 = -26698.844920
  nChanged 1
		SP:Iteration 5Q (3714.990000 sec): 3 clusters
  Score: Raw -28511.259621 + Penalty 1810.950060 = -26700.309561
  nChanged 1
		SP:Iteration 6Q (3714.990000 sec): 3 clusters
  Score: Raw -28512.898458 + Penalty 1810.950060 = -26701.948397
  nChanged 0
		SP:Iteration 7F (3714.990000 sec): 3 clusters
  Score: Raw -28512.898458 + Penalty 1810.950060 = -26701.948397
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3715.000000 sec): 2 clusters
  Score: Raw -288052.861986 + Penalty 1274.561666 = -286778.300320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3715.010000 sec): 3 clusters
  Score: Raw -286863.816883 + Penalty 2549.123331 = -284314.693552
  nChanged 952
		SP:Iteration 1F (3715.010000 sec): 3 clusters
  Score: Raw -287446.506135 + Penalty 2549.123331 = -284897.382803
  nChanged 177
		SP:Iteration 2F (3715.020000 sec): 3 clusters
  Score: Raw -287544.761202 + Penalty 2549.123331 = -284995.637870
  nChanged 96
		SP:Iteration 3Q (3715.030000 sec): 3 clusters
  Score: Raw -287599.552141 + Penalty 2549.123331 = -285050.428810
  nChanged 82
		SP:Iteration 4Q (3715.030000 sec): 3 clusters
  Score: Raw -287658.398523 + Penalty 2549.123331 = -285109.275192
  nChanged 84
		SP:Iteration 5Q (3715.040000 sec): 3 clusters
  Score: Raw -287724.962956 + Penalty 2549.123331 = -285175.839624
  nChanged 85
		SP:Iteration 6Q (3715.050000 sec): 3 clusters
  Score: Raw -287788.356649 + Penalty 2549.123331 = -285239.233317
  nChanged 88
		SP:Iteration 7Q (3715.050000 sec): 3 clusters
  Score: Raw -287852.763910 + Penalty 2549.123331 = -285303.640579
  nChanged 87
		SP:Iteration 8Q (3715.060000 sec): 3 clusters
  Score: Raw -287917.195975 + Penalty 2549.123331 = -285368.072643
  nChanged 82
		SP:Iteration 9Q (3715.070000 sec): 3 clusters
  Score: Raw -287977.156267 + Penalty 2549.123331 = -285428.032936
  nChanged 70
		SP:Iteration 10Q (3715.070000 sec): 3 clusters
  Score: Raw -288033.353530 + Penalty 2549.123331 = -285484.230198
  nChanged 69
		SP:Iteration 11Q (3715.080000 sec): 3 clusters
  Score: Raw -288086.799101 + Penalty 2549.123331 = -285537.675769
  nChanged 81
		SP:Iteration 12Q (3715.080000 sec): 3 clusters
  Score: Raw -288140.038212 + Penalty 2549.123331 = -285590.914880
  nChanged 58
		SP:Iteration 13Q (3715.090000 sec): 3 clusters
  Score: Raw -288181.859549 + Penalty 2549.123331 = -285632.736218
  nChanged 49
		SP:Iteration 14Q (3715.090000 sec): 3 clusters
  Score: Raw -288218.080722 + Penalty 2549.123331 = -285668.957390
  nChanged 36
		SP:Iteration 15Q (3715.100000 sec): 3 clusters
  Score: Raw -288240.237527 + Penalty 2549.123331 = -285691.114195
  nChanged 27
		SP:Iteration 16Q (3715.110000 sec): 3 clusters
  Score: Raw -288257.092064 + Penalty 2549.123331 = -285707.968733
  nChanged 25
		SP:Iteration 17Q (3715.110000 sec): 3 clusters
  Score: Raw -288274.268996 + Penalty 2549.123331 = -285725.145665
  nChanged 28
		SP:Iteration 18Q (3715.120000 sec): 3 clusters
  Score: Raw -288289.993364 + Penalty 2549.123331 = -285740.870033
  nChanged 24
		SP:Iteration 19Q (3715.130000 sec): 3 clusters
  Score: Raw -288309.503721 + Penalty 2549.123331 = -285760.380390
  nChanged 19
		SP:Iteration 20F (3715.130000 sec): 3 clusters
  Score: Raw -288321.907576 + Penalty 2549.123331 = -285772.784245
  nChanged 10
		SP:Iteration 21Q (3715.140000 sec): 3 clusters
  Score: Raw -288330.308740 + Penalty 2549.123331 = -285781.185409
  nChanged 10
		SP:Iteration 22Q (3715.150000 sec): 3 clusters
  Score: Raw -288336.744739 + Penalty 2549.123331 = -285787.621408
  nChanged 12
		SP:Iteration 23Q (3715.150000 sec): 3 clusters
  Score: Raw -288344.299673 + Penalty 2549.123331 = -285795.176341
  nChanged 9
		SP:Iteration 24Q (3715.160000 sec): 3 clusters
  Score: Raw -288352.070729 + Penalty 2549.123331 = -285802.947398
  nChanged 14
		SP:Iteration 25Q (3715.160000 sec): 3 clusters
  Score: Raw -288362.719190 + Penalty 2549.123331 = -285813.595858
  nChanged 10
		SP:Iteration 26Q (3715.170000 sec): 3 clusters
  Score: Raw -288368.825324 + Penalty 2549.123331 = -285819.701992
  nChanged 7
		SP:Iteration 27Q (3715.170000 sec): 3 clusters
  Score: Raw -288373.400041 + Penalty 2549.123331 = -285824.276709
  nChanged 10
		SP:Iteration 28Q (3715.180000 sec): 3 clusters
  Score: Raw -288379.160113 + Penalty 2549.123331 = -285830.036782
  nChanged 7
		SP:Iteration 29Q (3715.190000 sec): 3 clusters
  Score: Raw -288383.046718 + Penalty 2549.123331 = -285833.923387
  nChanged 7
		SP:Iteration 30Q (3715.190000 sec): 3 clusters
  Score: Raw -288385.714994 + Penalty 2549.123331 = -285836.591663
  nChanged 7
		SP:Iteration 31Q (3715.200000 sec): 3 clusters
  Score: Raw -288388.756197 + Penalty 2549.123331 = -285839.632865
  nChanged 5
		SP:Iteration 32Q (3715.200000 sec): 3 clusters
  Score: Raw -288392.701295 + Penalty 2549.123331 = -285843.577964
  nChanged 1
		SP:Iteration 33Q (3715.210000 sec): 3 clusters
  Score: Raw -288393.112574 + Penalty 2549.123331 = -285843.989243
  nChanged 1
		SP:Iteration 34Q (3715.210000 sec): 3 clusters
  Score: Raw -288393.259015 + Penalty 2549.123331 = -285844.135684
  nChanged 1
		SP:Iteration 35Q (3715.220000 sec): 3 clusters
  Score: Raw -288393.343343 + Penalty 2549.123331 = -285844.220011
  nChanged 0
		SP:Iteration 36F (3715.230000 sec): 3 clusters
  Score: Raw -288393.343343 + Penalty 2549.123331 = -285844.220011
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3715.230000 sec): 2 clusters
  Score: Raw -20462.290591 + Penalty 870.445270 = -19591.845322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3715.230000 sec): 3 clusters
  Score: Raw -20538.686270 + Penalty 1740.890539 = -18797.795730
  nChanged 33
		SP:Iteration 1F (3715.230000 sec): 3 clusters
  Score: Raw -20629.630921 + Penalty 1740.890539 = -18888.740381
  nChanged 8
		SP:Iteration 2Q (3715.230000 sec): 3 clusters
  Score: Raw -20655.751191 + Penalty 1740.890539 = -18914.860651
  nChanged 4
		SP:Iteration 3Q (3715.230000 sec): 3 clusters
  Score: Raw -20665.742865 + Penalty 1740.890539 = -18924.852326
  nChanged 0
		SP:Iteration 4F (3715.230000 sec): 3 clusters
  Score: Raw -20665.742865 + Penalty 1740.890539 = -18924.852326
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (22227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3715.310000 sec): 2 clusters
  Score: Raw -2417008.975871 + Penalty 1626.472745 = -2415382.503126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3715.370000 sec): 3 clusters
  Score: Raw -2403537.909566 + Penalty 3252.945490 = -2400284.964076
  nChanged 10109
		SP:Iteration 1F (3715.420000 sec): 3 clusters
  Score: Raw -2409396.841782 + Penalty 3252.945490 = -2406143.896292
  nChanged 1353
		SP:Iteration 2F (3715.480000 sec): 3 clusters
  Score: Raw -2410140.483045 + Penalty 3252.945490 = -2406887.537555
  nChanged 1402
		SP:Iteration 3F (3715.540000 sec): 3 clusters
  Score: Raw -2411084.788657 + Penalty 3252.945490 = -2407831.843167
  nChanged 1567
		SP:Iteration 4F (3715.600000 sec): 3 clusters
  Score: Raw -2412263.318558 + Penalty 3252.945490 = -2409010.373069
  nChanged 1610
		SP:Iteration 5F (3715.650000 sec): 3 clusters
  Score: Raw -2413435.751338 + Penalty 3252.945490 = -2410182.805848
  nChanged 1457
		SP:Iteration 6F (3715.710000 sec): 3 clusters
  Score: Raw -2414437.434823 + Penalty 3252.945490 = -2411184.489333
  nChanged 1219
		SP:Iteration 7F (3715.770000 sec): 3 clusters
  Score: Raw -2415184.722531 + Penalty 3252.945490 = -2411931.777041
  nChanged 969
		SP:Iteration 8Q (3715.830000 sec): 3 clusters
  Score: Raw -2415735.142322 + Penalty 3252.945490 = -2412482.196832
  nChanged 764
		SP:Iteration 9Q (3715.890000 sec): 3 clusters
  Score: Raw -2416117.099592 + Penalty 3252.945490 = -2412864.154103
  nChanged 609
		SP:Iteration 10Q (3715.940000 sec): 3 clusters
  Score: Raw -2416379.099858 + Penalty 3252.945490 = -2413126.154369
  nChanged 522
		SP:Iteration 11Q (3716.000000 sec): 3 clusters
  Score: Raw -2416580.253059 + Penalty 3252.945490 = -2413327.307569
  nChanged 449
		SP:Iteration 12Q (3716.060000 sec): 3 clusters
  Score: Raw -2416737.594393 + Penalty 3252.945490 = -2413484.648903
  nChanged 403
		SP:Iteration 13Q (3716.120000 sec): 3 clusters
  Score: Raw -2416885.267115 + Penalty 3252.945490 = -2413632.321625
  nChanged 403
		SP:Iteration 14Q (3716.180000 sec): 3 clusters
  Score: Raw -2417035.220466 + Penalty 3252.945490 = -2413782.274977
  nChanged 354
		SP:Iteration 15Q (3716.230000 sec): 3 clusters
  Score: Raw -2417157.826383 + Penalty 3252.945490 = -2413904.880893
  nChanged 304
		SP:Iteration 16Q (3716.290000 sec): 3 clusters
  Score: Raw -2417253.252796 + Penalty 3252.945490 = -2414000.307306
  nChanged 283
		SP:Iteration 17Q (3716.340000 sec): 3 clusters
  Score: Raw -2417346.854382 + Penalty 3252.945490 = -2414093.908892
  nChanged 273
		SP:Iteration 18Q (3716.400000 sec): 3 clusters
  Score: Raw -2417442.650850 + Penalty 3252.945490 = -2414189.705360
  nChanged 251
		SP:Iteration 19Q (3716.450000 sec): 3 clusters
  Score: Raw -2417539.568285 + Penalty 3252.945490 = -2414286.622796
  nChanged 219
		SP:Iteration 20F (3716.510000 sec): 3 clusters
  Score: Raw -2417613.584660 + Penalty 3252.945490 = -2414360.639171
  nChanged 209
		SP:Iteration 21Q (3716.560000 sec): 3 clusters
  Score: Raw -2417679.647656 + Penalty 3252.945490 = -2414426.702167
  nChanged 193
		SP:Iteration 22Q (3716.610000 sec): 3 clusters
  Score: Raw -2417736.256579 + Penalty 3252.945490 = -2414483.311089
  nChanged 151
		SP:Iteration 23Q (3716.660000 sec): 3 clusters
  Score: Raw -2417783.976391 + Penalty 3252.945490 = -2414531.030901
  nChanged 141
		SP:Iteration 24Q (3716.720000 sec): 3 clusters
  Score: Raw -2417830.595572 + Penalty 3252.945490 = -2414577.650083
  nChanged 133
		SP:Iteration 25Q (3716.770000 sec): 3 clusters
  Score: Raw -2417867.793741 + Penalty 3252.945490 = -2414614.848251
  nChanged 104
		SP:Iteration 26Q (3716.820000 sec): 3 clusters
  Score: Raw -2417895.581676 + Penalty 3252.945490 = -2414642.636186
  nChanged 78
		SP:Iteration 27Q (3716.870000 sec): 3 clusters
  Score: Raw -2417914.686843 + Penalty 3252.945490 = -2414661.741354
  nChanged 66
		SP:Iteration 28Q (3716.920000 sec): 3 clusters
  Score: Raw -2417935.364552 + Penalty 3252.945490 = -2414682.419063
  nChanged 69
		SP:Iteration 29Q (3716.970000 sec): 3 clusters
  Score: Raw -2417955.157664 + Penalty 3252.945490 = -2414702.212174
  nChanged 54
		SP:Iteration 30Q (3717.020000 sec): 3 clusters
  Score: Raw -2417969.200201 + Penalty 3252.945490 = -2414716.254712
  nChanged 44
		SP:Iteration 31Q (3717.070000 sec): 3 clusters
  Score: Raw -2417980.678770 + Penalty 3252.945490 = -2414727.733280
  nChanged 41
		SP:Iteration 32Q (3717.120000 sec): 3 clusters
  Score: Raw -2417990.298808 + Penalty 3252.945490 = -2414737.353318
  nChanged 29
		SP:Iteration 33Q (3717.180000 sec): 3 clusters
  Score: Raw -2417998.153190 + Penalty 3252.945490 = -2414745.207700
  nChanged 27
		SP:Iteration 34Q (3717.230000 sec): 3 clusters
  Score: Raw -2418004.720056 + Penalty 3252.945490 = -2414751.774566
  nChanged 30
		SP:Iteration 35Q (3717.280000 sec): 3 clusters
  Score: Raw -2418010.718672 + Penalty 3252.945490 = -2414757.773183
  nChanged 20
		SP:Iteration 36Q (3717.330000 sec): 3 clusters
  Score: Raw -2418014.476472 + Penalty 3252.945490 = -2414761.530982
  nChanged 20
		SP:Iteration 37Q (3717.380000 sec): 3 clusters
  Score: Raw -2418020.544238 + Penalty 3252.945490 = -2414767.598748
  nChanged 22
		SP:Iteration 38Q (3717.420000 sec): 3 clusters
  Score: Raw -2418026.004407 + Penalty 3252.945490 = -2414773.058917
  nChanged 21
		SP:Iteration 39Q (3717.470000 sec): 3 clusters
  Score: Raw -2418030.141397 + Penalty 3252.945490 = -2414777.195907
  nChanged 15
		SP:Iteration 40F (3717.530000 sec): 3 clusters
  Score: Raw -2418035.192829 + Penalty 3252.945490 = -2414782.247340
  nChanged 12
		SP:Iteration 41Q (3717.580000 sec): 3 clusters
  Score: Raw -2418038.401177 + Penalty 3252.945490 = -2414785.455687
  nChanged 17
		SP:Iteration 42Q (3717.630000 sec): 3 clusters
  Score: Raw -2418042.492201 + Penalty 3252.945490 = -2414789.546711
  nChanged 11
		SP:Iteration 43Q (3717.680000 sec): 3 clusters
  Score: Raw -2418044.954313 + Penalty 3252.945490 = -2414792.008824
  nChanged 16
		SP:Iteration 44Q (3717.720000 sec): 3 clusters
  Score: Raw -2418048.003288 + Penalty 3252.945490 = -2414795.057798
  nChanged 10
		SP:Iteration 45Q (3717.770000 sec): 3 clusters
  Score: Raw -2418052.336739 + Penalty 3252.945490 = -2414799.391250
  nChanged 22
		SP:Iteration 46Q (3717.820000 sec): 3 clusters
  Score: Raw -2418062.080572 + Penalty 3252.945490 = -2414809.135082
  nChanged 23
		SP:Iteration 47Q (3717.870000 sec): 3 clusters
  Score: Raw -2418068.548822 + Penalty 3252.945490 = -2414815.603333
  nChanged 19
		SP:Iteration 48Q (3717.920000 sec): 3 clusters
  Score: Raw -2418074.872457 + Penalty 3252.945490 = -2414821.926968
  nChanged 22
		SP:Iteration 49Q (3717.970000 sec): 3 clusters
  Score: Raw -2418078.668836 + Penalty 3252.945490 = -2414825.723346
  nChanged 12
		SP:Iteration 50Q (3718.020000 sec): 3 clusters
  Score: Raw -2418080.557957 + Penalty 3252.945490 = -2414827.612467
  nChanged 10
		SP:Iteration 51Q (3718.060000 sec): 3 clusters
  Score: Raw -2418082.081860 + Penalty 3252.945490 = -2414829.136370
  nChanged 3
		SP:Iteration 52Q (3718.110000 sec): 3 clusters
  Score: Raw -2418082.796499 + Penalty 3252.945490 = -2414829.851009
  nChanged 3
		SP:Iteration 53Q (3718.160000 sec): 3 clusters
  Score: Raw -2418083.434648 + Penalty 3252.945490 = -2414830.489158
  nChanged 4
		SP:Iteration 54Q (3718.200000 sec): 3 clusters
  Score: Raw -2418084.103311 + Penalty 3252.945490 = -2414831.157822
  nChanged 4
		SP:Iteration 55Q (3718.250000 sec): 3 clusters
  Score: Raw -2418084.516277 + Penalty 3252.945490 = -2414831.570787
  nChanged 3
		SP:Iteration 56Q (3718.300000 sec): 3 clusters
  Score: Raw -2418084.941790 + Penalty 3252.945490 = -2414831.996301
  nChanged 5
		SP:Iteration 57Q (3718.350000 sec): 3 clusters
  Score: Raw -2418085.527044 + Penalty 3252.945490 = -2414832.581554
  nChanged 2
		SP:Iteration 58Q (3718.400000 sec): 3 clusters
  Score: Raw -2418085.684885 + Penalty 3252.945490 = -2414832.739395
  nChanged 2
		SP:Iteration 59Q (3718.440000 sec): 3 clusters
  Score: Raw -2418086.133626 + Penalty 3252.945490 = -2414833.188136
  nChanged 3
		SP:Iteration 60F (3718.500000 sec): 3 clusters
  Score: Raw -2418086.701163 + Penalty 3252.945490 = -2414833.755674
  nChanged 4
		SP:Iteration 61Q (3718.550000 sec): 3 clusters
  Score: Raw -2418087.492151 + Penalty 3252.945490 = -2414834.546661
  nChanged 2
		SP:Iteration 62Q (3718.600000 sec): 3 clusters
  Score: Raw -2418087.625685 + Penalty 3252.945490 = -2414834.680195
  nChanged 2
		SP:Iteration 63Q (3718.650000 sec): 3 clusters
  Score: Raw -2418087.802218 + Penalty 3252.945490 = -2414834.856729
  nChanged 1
		SP:Iteration 64Q (3718.700000 sec): 3 clusters
  Score: Raw -2418087.884020 + Penalty 3252.945490 = -2414834.938530
  nChanged 1
		SP:Iteration 65Q (3718.740000 sec): 3 clusters
  Score: Raw -2418087.988697 + Penalty 3252.945490 = -2414835.043208
  nChanged 0
		SP:Iteration 66F (3718.800000 sec): 3 clusters
  Score: Raw -2418087.988697 + Penalty 3252.945490 = -2414835.043208
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (4937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3718.830000 sec): 2 clusters
  Score: Raw -530652.312348 + Penalty 1381.983385 = -529270.328963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3718.840000 sec): 3 clusters
  Score: Raw -528082.918407 + Penalty 2763.966770 = -525318.951637
  nChanged 2033
		SP:Iteration 1F (3718.850000 sec): 3 clusters
  Score: Raw -529313.546000 + Penalty 2763.966770 = -526549.579230
  nChanged 414
		SP:Iteration 2F (3718.860000 sec): 3 clusters
  Score: Raw -529659.684610 + Penalty 2763.966770 = -526895.717840
  nChanged 352
		SP:Iteration 3F (3718.880000 sec): 3 clusters
  Score: Raw -529966.589074 + Penalty 2763.966770 = -527202.622304
  nChanged 341
		SP:Iteration 4F (3718.890000 sec): 3 clusters
  Score: Raw -530236.607720 + Penalty 2763.966770 = -527472.640950
  nChanged 306
		SP:Iteration 5F (3718.900000 sec): 3 clusters
  Score: Raw -530530.281938 + Penalty 2763.966770 = -527766.315168
  nChanged 284
		SP:Iteration 6F (3718.920000 sec): 3 clusters
  Score: Raw -530828.668530 + Penalty 2763.966770 = -528064.701760
  nChanged 267
		SP:Iteration 7F (3718.930000 sec): 3 clusters
  Score: Raw -531065.506946 + Penalty 2763.966770 = -528301.540176
  nChanged 222
		SP:Iteration 8Q (3718.940000 sec): 3 clusters
  Score: Raw -531258.000265 + Penalty 2763.966770 = -528494.033495
  nChanged 194
		SP:Iteration 9Q (3718.950000 sec): 3 clusters
  Score: Raw -531396.800818 + Penalty 2763.966770 = -528632.834048
  nChanged 152
		SP:Iteration 10Q (3718.960000 sec): 3 clusters
  Score: Raw -531494.525699 + Penalty 2763.966770 = -528730.558929
  nChanged 96
		SP:Iteration 11Q (3718.980000 sec): 3 clusters
  Score: Raw -531550.600952 + Penalty 2763.966770 = -528786.634182
  nChanged 79
		SP:Iteration 12Q (3718.980000 sec): 3 clusters
  Score: Raw -531587.100124 + Penalty 2763.966770 = -528823.133354
  nChanged 60
		SP:Iteration 13Q (3719.000000 sec): 3 clusters
  Score: Raw -531614.299706 + Penalty 2763.966770 = -528850.332936
  nChanged 50
		SP:Iteration 14Q (3719.010000 sec): 3 clusters
  Score: Raw -531640.422885 + Penalty 2763.966770 = -528876.456115
  nChanged 47
		SP:Iteration 15Q (3719.020000 sec): 3 clusters
  Score: Raw -531659.134612 + Penalty 2763.966770 = -528895.167842
  nChanged 34
		SP:Iteration 16Q (3719.030000 sec): 3 clusters
  Score: Raw -531671.430811 + Penalty 2763.966770 = -528907.464041
  nChanged 22
		SP:Iteration 17Q (3719.040000 sec): 3 clusters
  Score: Raw -531679.074091 + Penalty 2763.966770 = -528915.107321
  nChanged 20
		SP:Iteration 18Q (3719.060000 sec): 3 clusters
  Score: Raw -531683.850242 + Penalty 2763.966770 = -528919.883472
  nChanged 17
		SP:Iteration 19Q (3719.070000 sec): 3 clusters
  Score: Raw -531687.963076 + Penalty 2763.966770 = -528923.996306
  nChanged 15
		SP:Iteration 20F (3719.080000 sec): 3 clusters
  Score: Raw -531693.302058 + Penalty 2763.966770 = -528929.335288
  nChanged 18
		SP:Iteration 21Q (3719.090000 sec): 3 clusters
  Score: Raw -531698.776960 + Penalty 2763.966770 = -528934.810190
  nChanged 16
		SP:Iteration 22Q (3719.100000 sec): 3 clusters
  Score: Raw -531703.063115 + Penalty 2763.966770 = -528939.096345
  nChanged 10
		SP:Iteration 23Q (3719.110000 sec): 3 clusters
  Score: Raw -531705.117304 + Penalty 2763.966770 = -528941.150535
  nChanged 6
		SP:Iteration 24Q (3719.120000 sec): 3 clusters
  Score: Raw -531706.661694 + Penalty 2763.966770 = -528942.694924
  nChanged 6
		SP:Iteration 25Q (3719.140000 sec): 3 clusters
  Score: Raw -531709.739117 + Penalty 2763.966770 = -528945.772347
  nChanged 7
		SP:Iteration 26Q (3719.150000 sec): 3 clusters
  Score: Raw -531711.661538 + Penalty 2763.966770 = -528947.694768
  nChanged 7
		SP:Iteration 27Q (3719.160000 sec): 3 clusters
  Score: Raw -531714.321454 + Penalty 2763.966770 = -528950.354685
  nChanged 7
		SP:Iteration 28Q (3719.170000 sec): 3 clusters
  Score: Raw -531716.063938 + Penalty 2763.966770 = -528952.097168
  nChanged 4
		SP:Iteration 29Q (3719.180000 sec): 3 clusters
  Score: Raw -531716.986810 + Penalty 2763.966770 = -528953.020040
  nChanged 6
		SP:Iteration 30Q (3719.190000 sec): 3 clusters
  Score: Raw -531719.119949 + Penalty 2763.966770 = -528955.153179
  nChanged 4
		SP:Iteration 31Q (3719.200000 sec): 3 clusters
  Score: Raw -531720.093817 + Penalty 2763.966770 = -528956.127047
  nChanged 6
		SP:Iteration 32Q (3719.220000 sec): 3 clusters
  Score: Raw -531721.256987 + Penalty 2763.966770 = -528957.290217
  nChanged 6
		SP:Iteration 33Q (3719.230000 sec): 3 clusters
  Score: Raw -531722.483981 + Penalty 2763.966770 = -528958.517211
  nChanged 5
		SP:Iteration 34Q (3719.240000 sec): 3 clusters
  Score: Raw -531723.179984 + Penalty 2763.966770 = -528959.213214
  nChanged 0
		SP:Iteration 35F (3719.250000 sec): 3 clusters
  Score: Raw -531723.179984 + Penalty 2763.966770 = -528959.213214
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.260000 sec): 2 clusters
  Score: Raw -94669.445944 + Penalty 1099.506154 = -93569.939791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.260000 sec): 3 clusters
  Score: Raw -94392.319093 + Penalty 2199.012307 = -92193.306785
  nChanged 256
		SP:Iteration 1F (3719.260000 sec): 3 clusters
  Score: Raw -94620.655572 + Penalty 2199.012307 = -92421.643264
  nChanged 60
		SP:Iteration 2F (3719.270000 sec): 3 clusters
  Score: Raw -94691.888258 + Penalty 2199.012307 = -92492.875951
  nChanged 30
		SP:Iteration 3Q (3719.270000 sec): 3 clusters
  Score: Raw -94725.896553 + Penalty 2199.012307 = -92526.884246
  nChanged 23
		SP:Iteration 4Q (3719.270000 sec): 3 clusters
  Score: Raw -94749.437466 + Penalty 2199.012307 = -92550.425159
  nChanged 17
		SP:Iteration 5Q (3719.270000 sec): 3 clusters
  Score: Raw -94768.993262 + Penalty 2199.012307 = -92569.980955
  nChanged 14
		SP:Iteration 6Q (3719.280000 sec): 3 clusters
  Score: Raw -94780.346181 + Penalty 2199.012307 = -92581.333873
  nChanged 8
		SP:Iteration 7Q (3719.280000 sec): 3 clusters
  Score: Raw -94788.765957 + Penalty 2199.012307 = -92589.753649
  nChanged 9
		SP:Iteration 8Q (3719.280000 sec): 3 clusters
  Score: Raw -94800.540436 + Penalty 2199.012307 = -92601.528129
  nChanged 11
		SP:Iteration 9Q (3719.280000 sec): 3 clusters
  Score: Raw -94816.905004 + Penalty 2199.012307 = -92617.892696
  nChanged 15
		SP:Iteration 10Q (3719.280000 sec): 3 clusters
  Score: Raw -94831.245921 + Penalty 2199.012307 = -92632.233614
  nChanged 10
		SP:Iteration 11Q (3719.280000 sec): 3 clusters
  Score: Raw -94841.902946 + Penalty 2199.012307 = -92642.890639
  nChanged 7
		SP:Iteration 12Q (3719.290000 sec): 3 clusters
  Score: Raw -94855.579663 + Penalty 2199.012307 = -92656.567356
  nChanged 11
		SP:Iteration 13Q (3719.290000 sec): 3 clusters
  Score: Raw -94875.868121 + Penalty 2199.012307 = -92676.855814
  nChanged 7
		SP:Iteration 14Q (3719.290000 sec): 3 clusters
  Score: Raw -94881.640860 + Penalty 2199.012307 = -92682.628552
  nChanged 10
		SP:Iteration 15Q (3719.290000 sec): 3 clusters
  Score: Raw -94893.922498 + Penalty 2199.012307 = -92694.910191
  nChanged 5
		SP:Iteration 16Q (3719.300000 sec): 3 clusters
  Score: Raw -94900.317608 + Penalty 2199.012307 = -92701.305300
  nChanged 9
		SP:Iteration 17Q (3719.300000 sec): 3 clusters
  Score: Raw -94915.014591 + Penalty 2199.012307 = -92716.002284
  nChanged 9
		SP:Iteration 18Q (3719.300000 sec): 3 clusters
  Score: Raw -94928.499924 + Penalty 2199.012307 = -92729.487616
  nChanged 10
		SP:Iteration 19Q (3719.300000 sec): 3 clusters
  Score: Raw -94946.447355 + Penalty 2199.012307 = -92747.435048
  nChanged 7
		SP:Iteration 20F (3719.300000 sec): 3 clusters
  Score: Raw -94954.508807 + Penalty 2199.012307 = -92755.496500
  nChanged 7
		SP:Iteration 21Q (3719.300000 sec): 3 clusters
  Score: Raw -94966.985813 + Penalty 2199.012307 = -92767.973506
  nChanged 11
		SP:Iteration 22Q (3719.310000 sec): 3 clusters
  Score: Raw -94977.382007 + Penalty 2199.012307 = -92778.369700
  nChanged 8
		SP:Iteration 23Q (3719.310000 sec): 3 clusters
  Score: Raw -94995.951469 + Penalty 2199.012307 = -92796.939161
  nChanged 16
		SP:Iteration 24Q (3719.310000 sec): 3 clusters
  Score: Raw -95016.398417 + Penalty 2199.012307 = -92817.386110
  nChanged 15
		SP:Iteration 25Q (3719.310000 sec): 3 clusters
  Score: Raw -95034.075307 + Penalty 2199.012307 = -92835.063000
  nChanged 14
		SP:Iteration 26Q (3719.320000 sec): 3 clusters
  Score: Raw -95049.110870 + Penalty 2199.012307 = -92850.098563
  nChanged 8
		SP:Iteration 27Q (3719.320000 sec): 3 clusters
  Score: Raw -95059.642006 + Penalty 2199.012307 = -92860.629698
  nChanged 5
		SP:Iteration 28Q (3719.320000 sec): 3 clusters
  Score: Raw -95064.613613 + Penalty 2199.012307 = -92865.601306
  nChanged 3
		SP:Iteration 29Q (3719.320000 sec): 3 clusters
  Score: Raw -95068.855611 + Penalty 2199.012307 = -92869.843304
  nChanged 8
		SP:Iteration 30Q (3719.320000 sec): 3 clusters
  Score: Raw -95074.663336 + Penalty 2199.012307 = -92875.651029
  nChanged 7
		SP:Iteration 31Q (3719.320000 sec): 3 clusters
  Score: Raw -95081.373460 + Penalty 2199.012307 = -92882.361152
  nChanged 3
		SP:Iteration 32Q (3719.330000 sec): 3 clusters
  Score: Raw -95084.395492 + Penalty 2199.012307 = -92885.383185
  nChanged 5
		SP:Iteration 33Q (3719.330000 sec): 3 clusters
  Score: Raw -95090.074462 + Penalty 2199.012307 = -92891.062155
  nChanged 2
		SP:Iteration 34Q (3719.330000 sec): 3 clusters
  Score: Raw -95093.710549 + Penalty 2199.012307 = -92894.698242
  nChanged 3
		SP:Iteration 35Q (3719.330000 sec): 3 clusters
  Score: Raw -95095.612230 + Penalty 2199.012307 = -92896.599923
  nChanged 1
		SP:Iteration 36Q (3719.340000 sec): 3 clusters
  Score: Raw -95096.354348 + Penalty 2199.012307 = -92897.342041
  nChanged 1
		SP:Iteration 37Q (3719.340000 sec): 3 clusters
  Score: Raw -95097.738792 + Penalty 2199.012307 = -92898.726485
  nChanged 2
		SP:Iteration 38Q (3719.340000 sec): 3 clusters
  Score: Raw -95098.603942 + Penalty 2199.012307 = -92899.591635
  nChanged 1
		SP:Iteration 39Q (3719.340000 sec): 3 clusters
  Score: Raw -95099.297333 + Penalty 2199.012307 = -92900.285025
  nChanged 1
		SP:Iteration 40F (3719.340000 sec): 3 clusters
  Score: Raw -95099.718332 + Penalty 2199.012307 = -92900.706024
  nChanged 1
		SP:Iteration 41Q (3719.340000 sec): 3 clusters
  Score: Raw -95100.148404 + Penalty 2199.012307 = -92901.136096
  nChanged 0
		SP:Iteration 42F (3719.350000 sec): 3 clusters
  Score: Raw -95100.148404 + Penalty 2199.012307 = -92901.136096
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.360000 sec): 2 clusters
  Score: Raw -135639.113637 + Penalty 1170.674260 = -134468.439377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.360000 sec): 3 clusters
  Score: Raw -135158.005901 + Penalty 2341.348520 = -132816.657382
  nChanged 439
		SP:Iteration 1F (3719.360000 sec): 3 clusters
  Score: Raw -135570.861561 + Penalty 2341.348520 = -133229.513041
  nChanged 122
		SP:Iteration 2F (3719.360000 sec): 3 clusters
  Score: Raw -135744.323604 + Penalty 2341.348520 = -133402.975085
  nChanged 99
		SP:Iteration 3F (3719.370000 sec): 3 clusters
  Score: Raw -135885.267874 + Penalty 2341.348520 = -133543.919354
  nChanged 66
		SP:Iteration 4Q (3719.370000 sec): 3 clusters
  Score: Raw -135971.224811 + Penalty 2341.348520 = -133629.876291
  nChanged 42
		SP:Iteration 5Q (3719.380000 sec): 3 clusters
  Score: Raw -136019.059426 + Penalty 2341.348520 = -133677.710906
  nChanged 29
		SP:Iteration 6Q (3719.380000 sec): 3 clusters
  Score: Raw -136043.996788 + Penalty 2341.348520 = -133702.648268
  nChanged 17
		SP:Iteration 7Q (3719.380000 sec): 3 clusters
  Score: Raw -136057.267161 + Penalty 2341.348520 = -133715.918641
  nChanged 17
		SP:Iteration 8Q (3719.380000 sec): 3 clusters
  Score: Raw -136072.499247 + Penalty 2341.348520 = -133731.150727
  nChanged 10
		SP:Iteration 9Q (3719.390000 sec): 3 clusters
  Score: Raw -136086.269858 + Penalty 2341.348520 = -133744.921338
  nChanged 12
		SP:Iteration 10Q (3719.390000 sec): 3 clusters
  Score: Raw -136098.435334 + Penalty 2341.348520 = -133757.086814
  nChanged 6
		SP:Iteration 11Q (3719.390000 sec): 3 clusters
  Score: Raw -136103.482300 + Penalty 2341.348520 = -133762.133780
  nChanged 8
		SP:Iteration 12Q (3719.400000 sec): 3 clusters
  Score: Raw -136111.672773 + Penalty 2341.348520 = -133770.324253
  nChanged 8
		SP:Iteration 13Q (3719.400000 sec): 3 clusters
  Score: Raw -136120.330066 + Penalty 2341.348520 = -133778.981546
  nChanged 6
		SP:Iteration 14Q (3719.400000 sec): 3 clusters
  Score: Raw -136125.903407 + Penalty 2341.348520 = -133784.554887
  nChanged 5
		SP:Iteration 15Q (3719.400000 sec): 3 clusters
  Score: Raw -136128.449915 + Penalty 2341.348520 = -133787.101395
  nChanged 2
		SP:Iteration 16Q (3719.410000 sec): 3 clusters
  Score: Raw -136130.606553 + Penalty 2341.348520 = -133789.258033
  nChanged 0
		SP:Iteration 17F (3719.410000 sec): 3 clusters
  Score: Raw -136130.606553 + Penalty 2341.348520 = -133789.258033
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.420000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.420000 sec): 3 clusters
  Score: Raw -66349.947754 + Penalty 2066.861507 = -64283.086247
  nChanged 150
		SP:Iteration 1F (3719.420000 sec): 3 clusters
  Score: Raw -66552.000729 + Penalty 2066.861507 = -64485.139221
  nChanged 42
		SP:Iteration 2F (3719.420000 sec): 3 clusters
  Score: Raw -66626.817580 + Penalty 2066.861507 = -64559.956073
  nChanged 22
		SP:Iteration 3Q (3719.420000 sec): 3 clusters
  Score: Raw -66665.380212 + Penalty 2066.861507 = -64598.518705
  nChanged 24
		SP:Iteration 4Q (3719.420000 sec): 3 clusters
  Score: Raw -66702.807955 + Penalty 2066.861507 = -64635.946448
  nChanged 14
		SP:Iteration 5Q (3719.420000 sec): 3 clusters
  Score: Raw -66726.044914 + Penalty 2066.861507 = -64659.183407
  nChanged 5
		SP:Iteration 6Q (3719.420000 sec): 3 clusters
  Score: Raw -66732.960145 + Penalty 2066.861507 = -64666.098638
  nChanged 10
		SP:Iteration 7Q (3719.420000 sec): 3 clusters
  Score: Raw -66746.880334 + Penalty 2066.861507 = -64680.018827
  nChanged 9
		SP:Iteration 8Q (3719.430000 sec): 3 clusters
  Score: Raw -66763.651561 + Penalty 2066.861507 = -64696.790054
  nChanged 12
		SP:Iteration 9Q (3719.430000 sec): 3 clusters
  Score: Raw -66795.443310 + Penalty 2066.861507 = -64728.581803
  nChanged 12
		SP:Iteration 10Q (3719.430000 sec): 3 clusters
  Score: Raw -66819.801088 + Penalty 2066.861507 = -64752.939580
  nChanged 10
		SP:Iteration 11Q (3719.430000 sec): 3 clusters
  Score: Raw -66842.885331 + Penalty 2066.861507 = -64776.023824
  nChanged 9
		SP:Iteration 12Q (3719.430000 sec): 3 clusters
  Score: Raw -66866.091255 + Penalty 2066.861507 = -64799.229748
  nChanged 7
		SP:Iteration 13Q (3719.430000 sec): 3 clusters
  Score: Raw -66874.565117 + Penalty 2066.861507 = -64807.703609
  nChanged 6
		SP:Iteration 14Q (3719.440000 sec): 3 clusters
  Score: Raw -66885.214044 + Penalty 2066.861507 = -64818.352537
  nChanged 5
		SP:Iteration 15Q (3719.440000 sec): 3 clusters
  Score: Raw -66894.261254 + Penalty 2066.861507 = -64827.399747
  nChanged 4
		SP:Iteration 16Q (3719.440000 sec): 3 clusters
  Score: Raw -66899.834646 + Penalty 2066.861507 = -64832.973139
  nChanged 0
		SP:Iteration 17F (3719.440000 sec): 3 clusters
  Score: Raw -66899.834646 + Penalty 2066.861507 = -64832.973139
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.450000 sec): 2 clusters
  Score: Raw -348171.675303 + Penalty 1311.013632 = -346860.661671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.460000 sec): 3 clusters
  Score: Raw -346654.030102 + Penalty 2622.027264 = -344032.002838
  nChanged 1215
		SP:Iteration 1F (3719.470000 sec): 3 clusters
  Score: Raw -347344.933490 + Penalty 2622.027264 = -344722.906226
  nChanged 269
		SP:Iteration 2F (3719.480000 sec): 3 clusters
  Score: Raw -347531.330600 + Penalty 2622.027264 = -344909.303336
  nChanged 196
		SP:Iteration 3F (3719.480000 sec): 3 clusters
  Score: Raw -347669.784693 + Penalty 2622.027264 = -345047.757429
  nChanged 154
		SP:Iteration 4Q (3719.490000 sec): 3 clusters
  Score: Raw -347771.215009 + Penalty 2622.027264 = -345149.187746
  nChanged 115
		SP:Iteration 5Q (3719.500000 sec): 3 clusters
  Score: Raw -347851.062994 + Penalty 2622.027264 = -345229.035730
  nChanged 118
		SP:Iteration 6Q (3719.510000 sec): 3 clusters
  Score: Raw -347934.196013 + Penalty 2622.027264 = -345312.168749
  nChanged 91
		SP:Iteration 7Q (3719.520000 sec): 3 clusters
  Score: Raw -348012.010425 + Penalty 2622.027264 = -345389.983161
  nChanged 91
		SP:Iteration 8Q (3719.520000 sec): 3 clusters
  Score: Raw -348073.087589 + Penalty 2622.027264 = -345451.060325
  nChanged 72
		SP:Iteration 9Q (3719.530000 sec): 3 clusters
  Score: Raw -348123.176384 + Penalty 2622.027264 = -345501.149120
  nChanged 73
		SP:Iteration 10Q (3719.540000 sec): 3 clusters
  Score: Raw -348172.404675 + Penalty 2622.027264 = -345550.377411
  nChanged 79
		SP:Iteration 11Q (3719.550000 sec): 3 clusters
  Score: Raw -348227.589579 + Penalty 2622.027264 = -345605.562315
  nChanged 72
		SP:Iteration 12Q (3719.560000 sec): 3 clusters
  Score: Raw -348281.790664 + Penalty 2622.027264 = -345659.763401
  nChanged 64
		SP:Iteration 13Q (3719.560000 sec): 3 clusters
  Score: Raw -348325.531550 + Penalty 2622.027264 = -345703.504286
  nChanged 56
		SP:Iteration 14Q (3719.570000 sec): 3 clusters
  Score: Raw -348364.406906 + Penalty 2622.027264 = -345742.379642
  nChanged 38
		SP:Iteration 15Q (3719.580000 sec): 3 clusters
  Score: Raw -348383.061877 + Penalty 2622.027264 = -345761.034613
  nChanged 25
		SP:Iteration 16Q (3719.590000 sec): 3 clusters
  Score: Raw -348398.635007 + Penalty 2622.027264 = -345776.607743
  nChanged 13
		SP:Iteration 17Q (3719.600000 sec): 3 clusters
  Score: Raw -348404.051748 + Penalty 2622.027264 = -345782.024484
  nChanged 12
		SP:Iteration 18Q (3719.600000 sec): 3 clusters
  Score: Raw -348408.129373 + Penalty 2622.027264 = -345786.102109
  nChanged 6
		SP:Iteration 19Q (3719.610000 sec): 3 clusters
  Score: Raw -348412.775617 + Penalty 2622.027264 = -345790.748353
  nChanged 8
		SP:Iteration 20F (3719.620000 sec): 3 clusters
  Score: Raw -348416.998996 + Penalty 2622.027264 = -345794.971733
  nChanged 7
		SP:Iteration 21Q (3719.620000 sec): 3 clusters
  Score: Raw -348420.339332 + Penalty 2622.027264 = -345798.312068
  nChanged 5
		SP:Iteration 22Q (3719.630000 sec): 3 clusters
  Score: Raw -348422.159894 + Penalty 2622.027264 = -345800.132630
  nChanged 0
		SP:Iteration 23F (3719.640000 sec): 3 clusters
  Score: Raw -348422.159894 + Penalty 2622.027264 = -345800.132630
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.650000 sec): 2 clusters
  Score: Raw -27164.744125 + Penalty 897.886103 = -26266.858022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.650000 sec): 3 clusters
  Score: Raw -27246.146779 + Penalty 1795.772205 = -25450.374574
  nChanged 43
		SP:Iteration 1F (3719.650000 sec): 3 clusters
  Score: Raw -27330.157820 + Penalty 1795.772205 = -25534.385615
  nChanged 10
		SP:Iteration 2Q (3719.650000 sec): 3 clusters
  Score: Raw -27356.789277 + Penalty 1795.772205 = -25561.017072
  nChanged 3
		SP:Iteration 3Q (3719.650000 sec): 3 clusters
  Score: Raw -27366.487454 + Penalty 1795.772205 = -25570.715249
  nChanged 3
		SP:Iteration 4Q (3719.650000 sec): 3 clusters
  Score: Raw -27371.560444 + Penalty 1795.772205 = -25575.788239
  nChanged 1
		SP:Iteration 5Q (3719.650000 sec): 3 clusters
  Score: Raw -27373.382192 + Penalty 1795.772205 = -25577.609987
  nChanged 0
		SP:Iteration 6F (3719.650000 sec): 3 clusters
  Score: Raw -27373.382192 + Penalty 1795.772205 = -25577.609987
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.660000 sec): 2 clusters
  Score: Raw -249032.921299 + Penalty 1266.591821 = -247766.329478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.670000 sec): 3 clusters
  Score: Raw -247971.643494 + Penalty 2533.183642 = -245438.459852
  nChanged 888
		SP:Iteration 1F (3719.680000 sec): 3 clusters
  Score: Raw -248687.729030 + Penalty 2533.183642 = -246154.545388
  nChanged 260
		SP:Iteration 2F (3719.680000 sec): 3 clusters
  Score: Raw -248965.982814 + Penalty 2533.183642 = -246432.799172
  nChanged 194
		SP:Iteration 3F (3719.690000 sec): 3 clusters
  Score: Raw -249235.468396 + Penalty 2533.183642 = -246702.284754
  nChanged 176
		SP:Iteration 4F (3719.700000 sec): 3 clusters
  Score: Raw -249508.930317 + Penalty 2533.183642 = -246975.746676
  nChanged 144
		SP:Iteration 5F (3719.700000 sec): 3 clusters
  Score: Raw -249670.665602 + Penalty 2533.183642 = -247137.481960
  nChanged 102
		SP:Iteration 6Q (3719.700000 sec): 3 clusters
  Score: Raw -249760.206146 + Penalty 2533.183642 = -247227.022504
  nChanged 69
		SP:Iteration 7Q (3719.710000 sec): 3 clusters
  Score: Raw -249810.533608 + Penalty 2533.183642 = -247277.349966
  nChanged 53
		SP:Iteration 8Q (3719.720000 sec): 3 clusters
  Score: Raw -249855.951732 + Penalty 2533.183642 = -247322.768090
  nChanged 43
		SP:Iteration 9Q (3719.720000 sec): 3 clusters
  Score: Raw -249911.869112 + Penalty 2533.183642 = -247378.685470
  nChanged 45
		SP:Iteration 10Q (3719.730000 sec): 3 clusters
  Score: Raw -249961.200758 + Penalty 2533.183642 = -247428.017116
  nChanged 32
		SP:Iteration 11Q (3719.730000 sec): 3 clusters
  Score: Raw -249989.853197 + Penalty 2533.183642 = -247456.669555
  nChanged 33
		SP:Iteration 12Q (3719.740000 sec): 3 clusters
  Score: Raw -250014.873511 + Penalty 2533.183642 = -247481.689869
  nChanged 20
		SP:Iteration 13Q (3719.740000 sec): 3 clusters
  Score: Raw -250030.833184 + Penalty 2533.183642 = -247497.649542
  nChanged 12
		SP:Iteration 14Q (3719.750000 sec): 3 clusters
  Score: Raw -250041.978568 + Penalty 2533.183642 = -247508.794926
  nChanged 11
		SP:Iteration 15Q (3719.760000 sec): 3 clusters
  Score: Raw -250054.654705 + Penalty 2533.183642 = -247521.471063
  nChanged 11
		SP:Iteration 16Q (3719.760000 sec): 3 clusters
  Score: Raw -250063.625115 + Penalty 2533.183642 = -247530.441473
  nChanged 5
		SP:Iteration 17Q (3719.760000 sec): 3 clusters
  Score: Raw -250067.427155 + Penalty 2533.183642 = -247534.243513
  nChanged 4
		SP:Iteration 18Q (3719.770000 sec): 3 clusters
  Score: Raw -250069.944786 + Penalty 2533.183642 = -247536.761144
  nChanged 2
		SP:Iteration 19Q (3719.780000 sec): 3 clusters
  Score: Raw -250071.097582 + Penalty 2533.183642 = -247537.913940
  nChanged 4
		SP:Iteration 20F (3719.780000 sec): 3 clusters
  Score: Raw -250090.586426 + Penalty 2533.183642 = -247557.402784
  nChanged 6
		SP:Iteration 21Q (3719.790000 sec): 3 clusters
  Score: Raw -250106.187724 + Penalty 2533.183642 = -247573.004082
  nChanged 12
		SP:Iteration 22Q (3719.790000 sec): 3 clusters
  Score: Raw -250117.174697 + Penalty 2533.183642 = -247583.991055
  nChanged 7
		SP:Iteration 23Q (3719.800000 sec): 3 clusters
  Score: Raw -250123.038567 + Penalty 2533.183642 = -247589.854925
  nChanged 2
		SP:Iteration 24Q (3719.800000 sec): 3 clusters
  Score: Raw -250123.501230 + Penalty 2533.183642 = -247590.317588
  nChanged 2
		SP:Iteration 25Q (3719.810000 sec): 3 clusters
  Score: Raw -250124.225768 + Penalty 2533.183642 = -247591.042126
  nChanged 2
		SP:Iteration 26Q (3719.810000 sec): 3 clusters
  Score: Raw -250125.100192 + Penalty 2533.183642 = -247591.916550
  nChanged 2
		SP:Iteration 27Q (3719.820000 sec): 3 clusters
  Score: Raw -250125.773647 + Penalty 2533.183642 = -247592.590005
  nChanged 0
		SP:Iteration 28F (3719.820000 sec): 3 clusters
  Score: Raw -250125.773647 + Penalty 2533.183642 = -247592.590005
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.830000 sec): 2 clusters
  Score: Raw -189641.686845 + Penalty 1214.834720 = -188426.852125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.840000 sec): 3 clusters
  Score: Raw -188954.572227 + Penalty 2429.669440 = -186524.902787
  nChanged 610
		SP:Iteration 1F (3719.840000 sec): 3 clusters
  Score: Raw -189415.569707 + Penalty 2429.669440 = -186985.900267
  nChanged 166
		SP:Iteration 2F (3719.840000 sec): 3 clusters
  Score: Raw -189636.401356 + Penalty 2429.669440 = -187206.731916
  nChanged 121
		SP:Iteration 3F (3719.850000 sec): 3 clusters
  Score: Raw -189783.295203 + Penalty 2429.669440 = -187353.625763
  nChanged 104
		SP:Iteration 4F (3719.850000 sec): 3 clusters
  Score: Raw -189942.878729 + Penalty 2429.669440 = -187513.209289
  nChanged 112
		SP:Iteration 5F (3719.860000 sec): 3 clusters
  Score: Raw -190139.169174 + Penalty 2429.669440 = -187709.499734
  nChanged 109
		SP:Iteration 6F (3719.860000 sec): 3 clusters
  Score: Raw -190307.550812 + Penalty 2429.669440 = -187877.881372
  nChanged 87
		SP:Iteration 7Q (3719.870000 sec): 3 clusters
  Score: Raw -190401.581427 + Penalty 2429.669440 = -187971.911987
  nChanged 62
		SP:Iteration 8Q (3719.870000 sec): 3 clusters
  Score: Raw -190484.151197 + Penalty 2429.669440 = -188054.481757
  nChanged 46
		SP:Iteration 9Q (3719.880000 sec): 3 clusters
  Score: Raw -190530.198060 + Penalty 2429.669440 = -188100.528620
  nChanged 39
		SP:Iteration 10Q (3719.880000 sec): 3 clusters
  Score: Raw -190560.459798 + Penalty 2429.669440 = -188130.790358
  nChanged 21
		SP:Iteration 11Q (3719.880000 sec): 3 clusters
  Score: Raw -190574.960617 + Penalty 2429.669440 = -188145.291177
  nChanged 10
		SP:Iteration 12Q (3719.880000 sec): 3 clusters
  Score: Raw -190583.203958 + Penalty 2429.669440 = -188153.534518
  nChanged 11
		SP:Iteration 13Q (3719.890000 sec): 3 clusters
  Score: Raw -190592.949800 + Penalty 2429.669440 = -188163.280360
  nChanged 10
		SP:Iteration 14Q (3719.890000 sec): 3 clusters
  Score: Raw -190598.589325 + Penalty 2429.669440 = -188168.919885
  nChanged 7
		SP:Iteration 15Q (3719.900000 sec): 3 clusters
  Score: Raw -190604.018589 + Penalty 2429.669440 = -188174.349149
  nChanged 4
		SP:Iteration 16Q (3719.900000 sec): 3 clusters
  Score: Raw -190606.536444 + Penalty 2429.669440 = -188176.867004
  nChanged 2
		SP:Iteration 17Q (3719.900000 sec): 3 clusters
  Score: Raw -190609.209244 + Penalty 2429.669440 = -188179.539803
  nChanged 3
		SP:Iteration 18Q (3719.910000 sec): 3 clusters
  Score: Raw -190610.464282 + Penalty 2429.669440 = -188180.794842
  nChanged 2
		SP:Iteration 19Q (3719.910000 sec): 3 clusters
  Score: Raw -190611.693301 + Penalty 2429.669440 = -188182.023861
  nChanged 0
		SP:Iteration 20F (3719.920000 sec): 3 clusters
  Score: Raw -190611.693301 + Penalty 2429.669440 = -188182.023861
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.920000 sec): 2 clusters
  Score: Raw -47847.779793 + Penalty 993.113443 = -46854.666351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.920000 sec): 3 clusters
  Score: Raw -48013.532314 + Penalty 1986.226885 = -46027.305428
  nChanged 120
		SP:Iteration 1F (3719.920000 sec): 3 clusters
  Score: Raw -48282.608959 + Penalty 1986.226885 = -46296.382074
  nChanged 46
		SP:Iteration 2F (3719.920000 sec): 3 clusters
  Score: Raw -48424.906583 + Penalty 1986.226885 = -46438.679697
  nChanged 21
		SP:Iteration 3Q (3719.930000 sec): 3 clusters
  Score: Raw -48503.539299 + Penalty 1986.226885 = -46517.312414
  nChanged 14
		SP:Iteration 4Q (3719.930000 sec): 3 clusters
  Score: Raw -48547.888870 + Penalty 1986.226885 = -46561.661984
  nChanged 5
		SP:Iteration 5Q (3719.930000 sec): 3 clusters
  Score: Raw -48565.011867 + Penalty 1986.226885 = -46578.784982
  nChanged 4
		SP:Iteration 6Q (3719.930000 sec): 3 clusters
  Score: Raw -48575.429736 + Penalty 1986.226885 = -46589.202851
  nChanged 2
		SP:Iteration 7Q (3719.930000 sec): 3 clusters
  Score: Raw -48581.425309 + Penalty 1986.226885 = -46595.198423
  nChanged 1
		SP:Iteration 8Q (3719.930000 sec): 3 clusters
  Score: Raw -48584.961356 + Penalty 1986.226885 = -46598.734470
  nChanged 1
		SP:Iteration 9Q (3719.930000 sec): 3 clusters
  Score: Raw -48587.308029 + Penalty 1986.226885 = -46601.081144
  nChanged 2
		SP:Iteration 10Q (3719.930000 sec): 3 clusters
  Score: Raw -48589.896882 + Penalty 1986.226885 = -46603.669997
  nChanged 0
		SP:Iteration 11F (3719.940000 sec): 3 clusters
  Score: Raw -48589.896882 + Penalty 1986.226885 = -46603.669997
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3719.940000 sec): 2 clusters
  Score: Raw -181194.355498 + Penalty 1203.886217 = -179990.469281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3719.950000 sec): 3 clusters
  Score: Raw -180518.252536 + Penalty 2407.772434 = -178110.480101
  nChanged 517
		SP:Iteration 1F (3719.950000 sec): 3 clusters
  Score: Raw -180900.353018 + Penalty 2407.772434 = -178492.580584
  nChanged 112
		SP:Iteration 2F (3719.960000 sec): 3 clusters
  Score: Raw -180998.803709 + Penalty 2407.772434 = -178591.031274
  nChanged 81
		SP:Iteration 3Q (3719.960000 sec): 3 clusters
  Score: Raw -181076.627363 + Penalty 2407.772434 = -178668.854929
  nChanged 60
		SP:Iteration 4Q (3719.960000 sec): 3 clusters
  Score: Raw -181130.798424 + Penalty 2407.772434 = -178723.025990
  nChanged 58
		SP:Iteration 5Q (3719.970000 sec): 3 clusters
  Score: Raw -181169.458153 + Penalty 2407.772434 = -178761.685718
  nChanged 31
		SP:Iteration 6Q (3719.970000 sec): 3 clusters
  Score: Raw -181192.491639 + Penalty 2407.772434 = -178784.719205
  nChanged 19
		SP:Iteration 7Q (3719.980000 sec): 3 clusters
  Score: Raw -181210.500783 + Penalty 2407.772434 = -178802.728349
  nChanged 25
		SP:Iteration 8Q (3719.980000 sec): 3 clusters
  Score: Raw -181225.782849 + Penalty 2407.772434 = -178818.010414
  nChanged 17
		SP:Iteration 9Q (3719.980000 sec): 3 clusters
  Score: Raw -181235.055340 + Penalty 2407.772434 = -178827.282905
  nChanged 12
		SP:Iteration 10Q (3719.990000 sec): 3 clusters
  Score: Raw -181243.854046 + Penalty 2407.772434 = -178836.081612
  nChanged 12
		SP:Iteration 11Q (3719.990000 sec): 3 clusters
  Score: Raw -181249.155475 + Penalty 2407.772434 = -178841.383041
  nChanged 13
		SP:Iteration 12Q (3720.000000 sec): 3 clusters
  Score: Raw -181254.820529 + Penalty 2407.772434 = -178847.048095
  nChanged 7
		SP:Iteration 13Q (3720.000000 sec): 3 clusters
  Score: Raw -181258.290487 + Penalty 2407.772434 = -178850.518052
  nChanged 9
		SP:Iteration 14Q (3720.000000 sec): 3 clusters
  Score: Raw -181261.944356 + Penalty 2407.772434 = -178854.171922
  nChanged 5
		SP:Iteration 15Q (3720.010000 sec): 3 clusters
  Score: Raw -181263.551785 + Penalty 2407.772434 = -178855.779351
  nChanged 3
		SP:Iteration 16Q (3720.010000 sec): 3 clusters
  Score: Raw -181265.473373 + Penalty 2407.772434 = -178857.700939
  nChanged 6
		SP:Iteration 17Q (3720.020000 sec): 3 clusters
  Score: Raw -181267.552602 + Penalty 2407.772434 = -178859.780167
  nChanged 4
		SP:Iteration 18Q (3720.020000 sec): 3 clusters
  Score: Raw -181269.453503 + Penalty 2407.772434 = -178861.681069
  nChanged 5
		SP:Iteration 19Q (3720.020000 sec): 3 clusters
  Score: Raw -181274.222078 + Penalty 2407.772434 = -178866.449644
  nChanged 7
		SP:Iteration 20F (3720.030000 sec): 3 clusters
  Score: Raw -181277.498933 + Penalty 2407.772434 = -178869.726499
  nChanged 3
		SP:Iteration 21Q (3720.030000 sec): 3 clusters
  Score: Raw -181278.301302 + Penalty 2407.772434 = -178870.528868
  nChanged 3
		SP:Iteration 22Q (3720.040000 sec): 3 clusters
  Score: Raw -181279.152691 + Penalty 2407.772434 = -178871.380256
  nChanged 1
		SP:Iteration 23Q (3720.040000 sec): 3 clusters
  Score: Raw -181279.516944 + Penalty 2407.772434 = -178871.744509
  nChanged 1
		SP:Iteration 24Q (3720.040000 sec): 3 clusters
  Score: Raw -181279.634585 + Penalty 2407.772434 = -178871.862151
  nChanged 0
		SP:Iteration 25F (3720.050000 sec): 3 clusters
  Score: Raw -181279.634585 + Penalty 2407.772434 = -178871.862151
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (2405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3720.060000 sec): 2 clusters
  Score: Raw -227281.762632 + Penalty 1265.112092 = -226016.650540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3720.060000 sec): 3 clusters
  Score: Raw -226300.173050 + Penalty 2530.224184 = -223769.948866
  nChanged 897
		SP:Iteration 1F (3720.070000 sec): 3 clusters
  Score: Raw -227041.920627 + Penalty 2530.224184 = -224511.696442
  nChanged 256
		SP:Iteration 2F (3720.080000 sec): 3 clusters
  Score: Raw -227374.398388 + Penalty 2530.224184 = -224844.174203
  nChanged 213
		SP:Iteration 3F (3720.080000 sec): 3 clusters
  Score: Raw -227600.271522 + Penalty 2530.224184 = -225070.047338
  nChanged 128
		SP:Iteration 4F (3720.090000 sec): 3 clusters
  Score: Raw -227712.058331 + Penalty 2530.224184 = -225181.834147
  nChanged 89
		SP:Iteration 5Q (3720.090000 sec): 3 clusters
  Score: Raw -227802.318554 + Penalty 2530.224184 = -225272.094370
  nChanged 79
		SP:Iteration 6Q (3720.100000 sec): 3 clusters
  Score: Raw -227855.750400 + Penalty 2530.224184 = -225325.526216
  nChanged 54
		SP:Iteration 7Q (3720.100000 sec): 3 clusters
  Score: Raw -227894.455439 + Penalty 2530.224184 = -225364.231255
  nChanged 47
		SP:Iteration 8Q (3720.110000 sec): 3 clusters
  Score: Raw -227921.884908 + Penalty 2530.224184 = -225391.660724
  nChanged 31
		SP:Iteration 9Q (3720.120000 sec): 3 clusters
  Score: Raw -227943.165666 + Penalty 2530.224184 = -225412.941482
  nChanged 35
		SP:Iteration 10Q (3720.120000 sec): 3 clusters
  Score: Raw -227973.323401 + Penalty 2530.224184 = -225443.099217
  nChanged 39
		SP:Iteration 11Q (3720.130000 sec): 3 clusters
  Score: Raw -227999.858098 + Penalty 2530.224184 = -225469.633914
  nChanged 35
		SP:Iteration 12Q (3720.130000 sec): 3 clusters
  Score: Raw -228022.849444 + Penalty 2530.224184 = -225492.625260
  nChanged 29
		SP:Iteration 13Q (3720.140000 sec): 3 clusters
  Score: Raw -228046.440331 + Penalty 2530.224184 = -225516.216146
  nChanged 28
		SP:Iteration 14Q (3720.140000 sec): 3 clusters
  Score: Raw -228061.363456 + Penalty 2530.224184 = -225531.139271
  nChanged 26
		SP:Iteration 15Q (3720.150000 sec): 3 clusters
  Score: Raw -228073.102941 + Penalty 2530.224184 = -225542.878757
  nChanged 21
		SP:Iteration 16Q (3720.160000 sec): 3 clusters
  Score: Raw -228085.164319 + Penalty 2530.224184 = -225554.940134
  nChanged 13
		SP:Iteration 17Q (3720.160000 sec): 3 clusters
  Score: Raw -228091.282825 + Penalty 2530.224184 = -225561.058640
  nChanged 11
		SP:Iteration 18Q (3720.160000 sec): 3 clusters
  Score: Raw -228097.265991 + Penalty 2530.224184 = -225567.041807
  nChanged 17
		SP:Iteration 19Q (3720.170000 sec): 3 clusters
  Score: Raw -228106.301040 + Penalty 2530.224184 = -225576.076856
  nChanged 11
		SP:Iteration 20F (3720.180000 sec): 3 clusters
  Score: Raw -228111.327618 + Penalty 2530.224184 = -225581.103434
  nChanged 11
		SP:Iteration 21Q (3720.180000 sec): 3 clusters
  Score: Raw -228116.611089 + Penalty 2530.224184 = -225586.386905
  nChanged 10
		SP:Iteration 22Q (3720.190000 sec): 3 clusters
  Score: Raw -228121.207331 + Penalty 2530.224184 = -225590.983146
  nChanged 6
		SP:Iteration 23Q (3720.190000 sec): 3 clusters
  Score: Raw -228123.444413 + Penalty 2530.224184 = -225593.220229
  nChanged 8
		SP:Iteration 24Q (3720.200000 sec): 3 clusters
  Score: Raw -228126.089963 + Penalty 2530.224184 = -225595.865779
  nChanged 9
		SP:Iteration 25Q (3720.200000 sec): 3 clusters
  Score: Raw -228129.352351 + Penalty 2530.224184 = -225599.128166
  nChanged 6
		SP:Iteration 26Q (3720.210000 sec): 3 clusters
  Score: Raw -228131.340071 + Penalty 2530.224184 = -225601.115887
  nChanged 7
		SP:Iteration 27Q (3720.220000 sec): 3 clusters
  Score: Raw -228135.851943 + Penalty 2530.224184 = -225605.627759
  nChanged 8
		SP:Iteration 28Q (3720.220000 sec): 3 clusters
  Score: Raw -228140.238615 + Penalty 2530.224184 = -225610.014431
  nChanged 10
		SP:Iteration 29Q (3720.220000 sec): 3 clusters
  Score: Raw -228144.856812 + Penalty 2530.224184 = -225614.632628
  nChanged 9
		SP:Iteration 30Q (3720.230000 sec): 3 clusters
  Score: Raw -228148.355783 + Penalty 2530.224184 = -225618.131599
  nChanged 10
		SP:Iteration 31Q (3720.240000 sec): 3 clusters
  Score: Raw -228151.210481 + Penalty 2530.224184 = -225620.986297
  nChanged 9
		SP:Iteration 32Q (3720.240000 sec): 3 clusters
  Score: Raw -228154.726582 + Penalty 2530.224184 = -225624.502397
  nChanged 11
		SP:Iteration 33Q (3720.250000 sec): 3 clusters
  Score: Raw -228159.585551 + Penalty 2530.224184 = -225629.361367
  nChanged 10
		SP:Iteration 34Q (3720.250000 sec): 3 clusters
  Score: Raw -228164.669646 + Penalty 2530.224184 = -225634.445462
  nChanged 7
		SP:Iteration 35Q (3720.260000 sec): 3 clusters
  Score: Raw -228167.813368 + Penalty 2530.224184 = -225637.589183
  nChanged 3
		SP:Iteration 36Q (3720.260000 sec): 3 clusters
  Score: Raw -228169.988913 + Penalty 2530.224184 = -225639.764729
  nChanged 3
		SP:Iteration 37Q (3720.270000 sec): 3 clusters
  Score: Raw -228177.486668 + Penalty 2530.224184 = -225647.262484
  nChanged 6
		SP:Iteration 38Q (3720.280000 sec): 3 clusters
  Score: Raw -228180.684797 + Penalty 2530.224184 = -225650.460612
  nChanged 7
		SP:Iteration 39Q (3720.280000 sec): 3 clusters
  Score: Raw -228185.927537 + Penalty 2530.224184 = -225655.703353
  nChanged 5
		SP:Iteration 40F (3720.280000 sec): 3 clusters
  Score: Raw -228189.262217 + Penalty 2530.224184 = -225659.038033
  nChanged 6
		SP:Iteration 41Q (3720.290000 sec): 3 clusters
  Score: Raw -228192.026549 + Penalty 2530.224184 = -225661.802365
  nChanged 2
		SP:Iteration 42Q (3720.300000 sec): 3 clusters
  Score: Raw -228192.828049 + Penalty 2530.224184 = -225662.603865
  nChanged 3
		SP:Iteration 43Q (3720.300000 sec): 3 clusters
  Score: Raw -228194.238285 + Penalty 2530.224184 = -225664.014100
  nChanged 0
		SP:Iteration 44F (3720.310000 sec): 3 clusters
  Score: Raw -228194.238285 + Penalty 2530.224184 = -225664.014100
  nChanged 0
Iteration 179Q (3732.220000 sec): 82 clusters
  Score: Raw -174018157.951635 + Penalty 187643.020841 = -173830514.930794
  nChanged 1774
Iteration 180F (3843.680000 sec): 82 clusters
  Score: Raw -174079211.522151 + Penalty 187643.020841 = -173891568.501310
  nChanged 1039
Iteration 181Q (3855.580000 sec): 82 clusters
  Score: Raw -174084818.784133 + Penalty 187643.020841 = -173897175.763293
  nChanged 673
Iteration 182Q (3867.510000 sec): 82 clusters
  Score: Raw -174085385.765230 + Penalty 187643.020841 = -173897742.744390
  nChanged 625
Iteration 183Q (3879.390000 sec): 82 clusters
  Score: Raw -174085673.918234 + Penalty 187643.020841 = -173898030.897394
  nChanged 581
Iteration 184Q (3891.230000 sec): 82 clusters
  Score: Raw -174085940.890347 + Penalty 187643.020841 = -173898297.869506
  nChanged 516
Iteration 185Q (3903.120000 sec): 82 clusters
  Score: Raw -174086151.176098 + Penalty 187643.020841 = -173898508.155257
  nChanged 492
Iteration 186Q (3914.880000 sec): 82 clusters
  Score: Raw -174086307.650466 + Penalty 187643.020841 = -173898664.629625
  nChanged 441
Iteration 187Q (3926.670000 sec): 82 clusters
  Score: Raw -174086413.554582 + Penalty 187643.020841 = -173898770.533742
  nChanged 375
Iteration 188Q (3938.300000 sec): 82 clusters
  Score: Raw -174086500.566911 + Penalty 187643.020841 = -173898857.546070
  nChanged 301
Iteration 189Q (3949.820000 sec): 82 clusters
  Score: Raw -174086590.991832 + Penalty 187643.020841 = -173898947.970992
  nChanged 304
Iteration 190Q (3961.420000 sec): 82 clusters
  Score: Raw -174086668.783121 + Penalty 187643.020841 = -173899025.762281
  nChanged 286
Iteration 191Q (3973.030000 sec): 82 clusters
  Score: Raw -174086737.013107 + Penalty 187643.020841 = -173899093.992266
  nChanged 256
Iteration 192Q (3984.680000 sec): 82 clusters
  Score: Raw -174086836.651073 + Penalty 187643.020841 = -173899193.630233
  nChanged 244
Iteration 193Q (3996.300000 sec): 82 clusters
  Score: Raw -174086953.063253 + Penalty 187643.020841 = -173899310.042413
  nChanged 248
Iteration 194Q (4007.910000 sec): 82 clusters
  Score: Raw -174087136.367774 + Penalty 187643.020841 = -173899493.346933
  nChanged 265
Iteration 195Q (4019.560000 sec): 82 clusters
  Score: Raw -174087286.524265 + Penalty 187643.020841 = -173899643.503424
  nChanged 231
Iteration 196Q (4031.200000 sec): 82 clusters
  Score: Raw -174087353.606868 + Penalty 187643.020841 = -173899710.586027
  nChanged 190
Iteration 197Q (4042.720000 sec): 82 clusters
  Score: Raw -174087391.356747 + Penalty 187643.020841 = -173899748.335907
  nChanged 163
Iteration 198Q (4054.310000 sec): 82 clusters
  Score: Raw -174087418.662054 + Penalty 187643.020841 = -173899775.641214
  nChanged 152
Iteration 199Q (4065.970000 sec): 82 clusters
  Score: Raw -174087442.077911 + Penalty 187643.020841 = -173899799.057070
  nChanged 141
Iteration 200F (4177.210000 sec): 82 clusters
  Score: Raw -174097722.306748 + Penalty 187643.020841 = -173910079.285907
  nChanged 456
Iteration 201Q (4189.070000 sec): 82 clusters
  Score: Raw -174107651.824476 + Penalty 187643.020841 = -173920008.803635
  nChanged 180
Iteration 202Q (4200.870000 sec): 82 clusters
  Score: Raw -174107704.962731 + Penalty 187643.020841 = -173920061.941891
  nChanged 157
Iteration 203Q (4212.690000 sec): 82 clusters
  Score: Raw -174107745.932043 + Penalty 187643.020841 = -173920102.911203
  nChanged 132
Iteration 204Q (4224.510000 sec): 82 clusters
  Score: Raw -174107772.053704 + Penalty 187643.020841 = -173920129.032863
  nChanged 113
Iteration 205Q (4236.300000 sec): 82 clusters
  Score: Raw -174107784.985086 + Penalty 187643.020841 = -173920141.964245
  nChanged 95
Iteration 206Q (4248.320000 sec): 82 clusters
  Score: Raw -174107800.327429 + Penalty 187643.020841 = -173920157.306589
  nChanged 106
Iteration 207Q (4260.160000 sec): 82 clusters
  Score: Raw -174107815.655427 + Penalty 187643.020841 = -173920172.634586
  nChanged 106
Iteration 208Q (4271.960000 sec): 82 clusters
  Score: Raw -174107835.105479 + Penalty 187643.020841 = -173920192.084639
  nChanged 117
Iteration 209Q (4283.690000 sec): 82 clusters
  Score: Raw -174107852.143147 + Penalty 187643.020841 = -173920209.122306
  nChanged 91
Iteration 210Q (4295.410000 sec): 82 clusters
  Score: Raw -174107869.257704 + Penalty 187643.020841 = -173920226.236863
  nChanged 90
Iteration 211Q (4307.040000 sec): 82 clusters
  Score: Raw -174107881.221904 + Penalty 187643.020841 = -173920238.201063
  nChanged 85
Iteration 212Q (4318.760000 sec): 82 clusters
  Score: Raw -174107894.292109 + Penalty 187643.020841 = -173920251.271268
  nChanged 103
Iteration 213Q (4330.320000 sec): 82 clusters
  Score: Raw -174107905.977762 + Penalty 187643.020841 = -173920262.956921
  nChanged 96
Iteration 214Q (4341.870000 sec): 82 clusters
  Score: Raw -174107914.542288 + Penalty 187643.020841 = -173920271.521448
  nChanged 70
Iteration 215Q (4353.370000 sec): 82 clusters
  Score: Raw -174107922.795566 + Penalty 187643.020841 = -173920279.774725
  nChanged 54
Iteration 216Q (4364.980000 sec): 82 clusters
  Score: Raw -174107927.259988 + Penalty 187643.020841 = -173920284.239147
  nChanged 52
Iteration 217Q (4376.470000 sec): 82 clusters
  Score: Raw -174107931.458965 + Penalty 187643.020841 = -173920288.438124
  nChanged 48
Iteration 218Q (4387.970000 sec): 82 clusters
  Score: Raw -174107935.573104 + Penalty 187643.020841 = -173920292.552264
  nChanged 31
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -174107935.573104 + Penalty 187643.020841 = -173920292.552264
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4388.260000 sec): 2 clusters
  Score: Raw -3166691.935381 + Penalty 1657.661880 = -3165034.273501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4388.330000 sec): 3 clusters
  Score: Raw -3150283.131190 + Penalty 3315.323760 = -3146967.807430
  nChanged 12247
		SP:Iteration 1F (4388.400000 sec): 3 clusters
  Score: Raw -3157206.208172 + Penalty 3315.323760 = -3153890.884412
  nChanged 1464
		SP:Iteration 2F (4388.470000 sec): 3 clusters
  Score: Raw -3157837.281716 + Penalty 3315.323760 = -3154521.957956
  nChanged 1561
		SP:Iteration 3F (4388.540000 sec): 3 clusters
  Score: Raw -3158614.566012 + Penalty 3315.323760 = -3155299.242252
  nChanged 1742
		SP:Iteration 4F (4388.610000 sec): 3 clusters
  Score: Raw -3159611.497416 + Penalty 3315.323760 = -3156296.173655
  nChanged 1866
		SP:Iteration 5F (4388.680000 sec): 3 clusters
  Score: Raw -3160886.657254 + Penalty 3315.323760 = -3157571.333494
  nChanged 1903
		SP:Iteration 6F (4388.750000 sec): 3 clusters
  Score: Raw -3162342.220583 + Penalty 3315.323760 = -3159026.896823
  nChanged 1763
		SP:Iteration 7F (4388.820000 sec): 3 clusters
  Score: Raw -3163812.388147 + Penalty 3315.323760 = -3160497.064386
  nChanged 1429
		SP:Iteration 8F (4388.890000 sec): 3 clusters
  Score: Raw -3165018.572458 + Penalty 3315.323760 = -3161703.248697
  nChanged 957
		SP:Iteration 9Q (4388.970000 sec): 3 clusters
  Score: Raw -3165805.202006 + Penalty 3315.323760 = -3162489.878246
  nChanged 583
		SP:Iteration 10Q (4389.030000 sec): 3 clusters
  Score: Raw -3166292.014276 + Penalty 3315.323760 = -3162976.690516
  nChanged 322
		SP:Iteration 11Q (4389.100000 sec): 3 clusters
  Score: Raw -3166563.663298 + Penalty 3315.323760 = -3163248.339538
  nChanged 171
		SP:Iteration 12Q (4389.160000 sec): 3 clusters
  Score: Raw -3166704.256116 + Penalty 3315.323760 = -3163388.932356
  nChanged 105
		SP:Iteration 13Q (4389.220000 sec): 3 clusters
  Score: Raw -3166785.543730 + Penalty 3315.323760 = -3163470.219970
  nChanged 54
		SP:Iteration 14Q (4389.280000 sec): 3 clusters
  Score: Raw -3166827.110591 + Penalty 3315.323760 = -3163511.786830
  nChanged 26
		SP:Iteration 15Q (4389.340000 sec): 3 clusters
  Score: Raw -3166849.430289 + Penalty 3315.323760 = -3163534.106529
  nChanged 27
		SP:Iteration 16Q (4389.390000 sec): 3 clusters
  Score: Raw -3166874.195525 + Penalty 3315.323760 = -3163558.871764
  nChanged 15
		SP:Iteration 17Q (4389.450000 sec): 3 clusters
  Score: Raw -3166886.781858 + Penalty 3315.323760 = -3163571.458097
  nChanged 12
		SP:Iteration 18Q (4389.500000 sec): 3 clusters
  Score: Raw -3166896.968905 + Penalty 3315.323760 = -3163581.645145
  nChanged 7
		SP:Iteration 19Q (4389.550000 sec): 3 clusters
  Score: Raw -3166903.003985 + Penalty 3315.323760 = -3163587.680225
  nChanged 5
		SP:Iteration 20F (4389.630000 sec): 3 clusters
  Score: Raw -3166906.230197 + Penalty 3315.323760 = -3163590.906437
  nChanged 6
		SP:Iteration 21Q (4389.680000 sec): 3 clusters
  Score: Raw -3166910.429256 + Penalty 3315.323760 = -3163595.105496
  nChanged 4
		SP:Iteration 22Q (4389.730000 sec): 3 clusters
  Score: Raw -3166913.944799 + Penalty 3315.323760 = -3163598.621039
  nChanged 6
		SP:Iteration 23Q (4389.790000 sec): 3 clusters
  Score: Raw -3166917.386498 + Penalty 3315.323760 = -3163602.062738
  nChanged 5
		SP:Iteration 24Q (4389.840000 sec): 3 clusters
  Score: Raw -3166920.654968 + Penalty 3315.323760 = -3163605.331208
  nChanged 3
		SP:Iteration 25Q (4389.890000 sec): 3 clusters
  Score: Raw -3166924.405035 + Penalty 3315.323760 = -3163609.081275
  nChanged 5
		SP:Iteration 26Q (4389.940000 sec): 3 clusters
  Score: Raw -3166930.119165 + Penalty 3315.323760 = -3163614.795405
  nChanged 4
		SP:Iteration 27Q (4389.990000 sec): 3 clusters
  Score: Raw -3166934.565072 + Penalty 3315.323760 = -3163619.241312
  nChanged 4
		SP:Iteration 28Q (4390.050000 sec): 3 clusters
  Score: Raw -3166938.767442 + Penalty 3315.323760 = -3163623.443682
  nChanged 2
		SP:Iteration 29Q (4390.100000 sec): 3 clusters
  Score: Raw -3166939.385889 + Penalty 3315.323760 = -3163624.062129
  nChanged 1
		SP:Iteration 30Q (4390.150000 sec): 3 clusters
  Score: Raw -3166939.667344 + Penalty 3315.323760 = -3163624.343584
  nChanged 0
		SP:Iteration 31F (4390.220000 sec): 3 clusters
  Score: Raw -3166939.667344 + Penalty 3315.323760 = -3163624.343584
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4390.260000 sec): 2 clusters
  Score: Raw -1108628.703284 + Penalty 1484.274860 = -1107144.428424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4390.290000 sec): 3 clusters
  Score: Raw -1103373.097931 + Penalty 2968.549720 = -1100404.548211
  nChanged 4000
		SP:Iteration 1F (4390.310000 sec): 3 clusters
  Score: Raw -1105659.618429 + Penalty 2968.549720 = -1102691.068709
  nChanged 601
		SP:Iteration 2F (4390.330000 sec): 3 clusters
  Score: Raw -1106011.557672 + Penalty 2968.549720 = -1103043.007952
  nChanged 564
		SP:Iteration 3F (4390.350000 sec): 3 clusters
  Score: Raw -1106377.366625 + Penalty 2968.549720 = -1103408.816905
  nChanged 547
		SP:Iteration 4F (4390.380000 sec): 3 clusters
  Score: Raw -1106764.686608 + Penalty 2968.549720 = -1103796.136888
  nChanged 570
		SP:Iteration 5F (4390.410000 sec): 3 clusters
  Score: Raw -1107175.671308 + Penalty 2968.549720 = -1104207.121587
  nChanged 567
		SP:Iteration 6F (4390.430000 sec): 3 clusters
  Score: Raw -1107581.304698 + Penalty 2968.549720 = -1104612.754978
  nChanged 508
		SP:Iteration 7F (4390.460000 sec): 3 clusters
  Score: Raw -1107964.882252 + Penalty 2968.549720 = -1104996.332532
  nChanged 422
		SP:Iteration 8Q (4390.480000 sec): 3 clusters
  Score: Raw -1108301.574580 + Penalty 2968.549720 = -1105333.024859
  nChanged 335
		SP:Iteration 9Q (4390.500000 sec): 3 clusters
  Score: Raw -1108568.787185 + Penalty 2968.549720 = -1105600.237465
  nChanged 240
		SP:Iteration 10Q (4390.520000 sec): 3 clusters
  Score: Raw -1108786.190459 + Penalty 2968.549720 = -1105817.640739
  nChanged 166
		SP:Iteration 11Q (4390.540000 sec): 3 clusters
  Score: Raw -1108985.450370 + Penalty 2968.549720 = -1106016.900650
  nChanged 137
		SP:Iteration 12Q (4390.560000 sec): 3 clusters
  Score: Raw -1109162.648327 + Penalty 2968.549720 = -1106194.098607
  nChanged 100
		SP:Iteration 13Q (4390.580000 sec): 3 clusters
  Score: Raw -1109272.224330 + Penalty 2968.549720 = -1106303.674610
  nChanged 92
		SP:Iteration 14Q (4390.600000 sec): 3 clusters
  Score: Raw -1109354.943466 + Penalty 2968.549720 = -1106386.393746
  nChanged 59
		SP:Iteration 15Q (4390.620000 sec): 3 clusters
  Score: Raw -1109399.825282 + Penalty 2968.549720 = -1106431.275562
  nChanged 40
		SP:Iteration 16Q (4390.640000 sec): 3 clusters
  Score: Raw -1109418.285348 + Penalty 2968.549720 = -1106449.735628
  nChanged 29
		SP:Iteration 17Q (4390.660000 sec): 3 clusters
  Score: Raw -1109427.499188 + Penalty 2968.549720 = -1106458.949468
  nChanged 12
		SP:Iteration 18Q (4390.680000 sec): 3 clusters
  Score: Raw -1109432.629961 + Penalty 2968.549720 = -1106464.080241
  nChanged 14
		SP:Iteration 19Q (4390.690000 sec): 3 clusters
  Score: Raw -1109438.148022 + Penalty 2968.549720 = -1106469.598302
  nChanged 10
		SP:Iteration 20F (4390.720000 sec): 3 clusters
  Score: Raw -1109441.079367 + Penalty 2968.549720 = -1106472.529647
  nChanged 4
		SP:Iteration 21Q (4390.740000 sec): 3 clusters
  Score: Raw -1109442.506344 + Penalty 2968.549720 = -1106473.956624
  nChanged 2
		SP:Iteration 22Q (4390.750000 sec): 3 clusters
  Score: Raw -1109443.215626 + Penalty 2968.549720 = -1106474.665906
  nChanged 2
		SP:Iteration 23Q (4390.770000 sec): 3 clusters
  Score: Raw -1109443.816586 + Penalty 2968.549720 = -1106475.266866
  nChanged 1
		SP:Iteration 24Q (4390.790000 sec): 3 clusters
  Score: Raw -1109443.947820 + Penalty 2968.549720 = -1106475.398100
  nChanged 1
		SP:Iteration 25Q (4390.810000 sec): 3 clusters
  Score: Raw -1109444.215120 + Penalty 2968.549720 = -1106475.665400
  nChanged 2
		SP:Iteration 26Q (4390.830000 sec): 3 clusters
  Score: Raw -1109444.654855 + Penalty 2968.549720 = -1106476.105135
  nChanged 1
		SP:Iteration 27Q (4390.840000 sec): 3 clusters
  Score: Raw -1109444.841130 + Penalty 2968.549720 = -1106476.291410
  nChanged 1
		SP:Iteration 28Q (4390.860000 sec): 3 clusters
  Score: Raw -1109445.171732 + Penalty 2968.549720 = -1106476.622012
  nChanged 0
		SP:Iteration 29F (4390.890000 sec): 3 clusters
  Score: Raw -1109445.171732 + Penalty 2968.549720 = -1106476.622012
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4390.910000 sec): 2 clusters
  Score: Raw -972256.526881 + Penalty 1468.096202 = -970788.430679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4390.930000 sec): 3 clusters
  Score: Raw -967594.276827 + Penalty 2936.192404 = -964658.084423
  nChanged 3533
		SP:Iteration 1F (4390.960000 sec): 3 clusters
  Score: Raw -969453.122285 + Penalty 2936.192404 = -966516.929880
  nChanged 512
		SP:Iteration 2F (4390.980000 sec): 3 clusters
  Score: Raw -969662.697774 + Penalty 2936.192404 = -966726.505369
  nChanged 402
		SP:Iteration 3Q (4391.000000 sec): 3 clusters
  Score: Raw -969812.589395 + Penalty 2936.192404 = -966876.396991
  nChanged 323
		SP:Iteration 4Q (4391.020000 sec): 3 clusters
  Score: Raw -969928.984962 + Penalty 2936.192404 = -966992.792558
  nChanged 276
		SP:Iteration 5Q (4391.040000 sec): 3 clusters
  Score: Raw -970027.574335 + Penalty 2936.192404 = -967091.381931
  nChanged 291
		SP:Iteration 6Q (4391.060000 sec): 3 clusters
  Score: Raw -970140.771272 + Penalty 2936.192404 = -967204.578868
  nChanged 303
		SP:Iteration 7Q (4391.080000 sec): 3 clusters
  Score: Raw -970276.211961 + Penalty 2936.192404 = -967340.019557
  nChanged 321
		SP:Iteration 8Q (4391.100000 sec): 3 clusters
  Score: Raw -970444.021116 + Penalty 2936.192404 = -967507.828712
  nChanged 360
		SP:Iteration 9Q (4391.120000 sec): 3 clusters
  Score: Raw -970656.836254 + Penalty 2936.192404 = -967720.643850
  nChanged 407
		SP:Iteration 10Q (4391.140000 sec): 3 clusters
  Score: Raw -970939.188794 + Penalty 2936.192404 = -968002.996389
  nChanged 416
		SP:Iteration 11Q (4391.160000 sec): 3 clusters
  Score: Raw -971238.484097 + Penalty 2936.192404 = -968302.291693
  nChanged 391
		SP:Iteration 12Q (4391.190000 sec): 3 clusters
  Score: Raw -971541.660881 + Penalty 2936.192404 = -968605.468477
  nChanged 333
		SP:Iteration 13Q (4391.210000 sec): 3 clusters
  Score: Raw -971815.140826 + Penalty 2936.192404 = -968878.948422
  nChanged 268
		SP:Iteration 14Q (4391.230000 sec): 3 clusters
  Score: Raw -972035.845808 + Penalty 2936.192404 = -969099.653404
  nChanged 176
		SP:Iteration 15Q (4391.250000 sec): 3 clusters
  Score: Raw -972173.654657 + Penalty 2936.192404 = -969237.462253
  nChanged 101
		SP:Iteration 16Q (4391.260000 sec): 3 clusters
  Score: Raw -972258.167276 + Penalty 2936.192404 = -969321.974871
  nChanged 64
		SP:Iteration 17Q (4391.280000 sec): 3 clusters
  Score: Raw -972310.285710 + Penalty 2936.192404 = -969374.093306
  nChanged 52
		SP:Iteration 18Q (4391.300000 sec): 3 clusters
  Score: Raw -972352.920665 + Penalty 2936.192404 = -969416.728261
  nChanged 20
		SP:Iteration 19Q (4391.320000 sec): 3 clusters
  Score: Raw -972368.294275 + Penalty 2936.192404 = -969432.101871
  nChanged 17
		SP:Iteration 20F (4391.340000 sec): 3 clusters
  Score: Raw -972383.259378 + Penalty 2936.192404 = -969447.066973
  nChanged 17
		SP:Iteration 21Q (4391.360000 sec): 3 clusters
  Score: Raw -972401.049959 + Penalty 2936.192404 = -969464.857555
  nChanged 12
		SP:Iteration 22Q (4391.380000 sec): 3 clusters
  Score: Raw -972414.002022 + Penalty 2936.192404 = -969477.809617
  nChanged 9
		SP:Iteration 23Q (4391.390000 sec): 3 clusters
  Score: Raw -972426.138299 + Penalty 2936.192404 = -969489.945895
  nChanged 6
		SP:Iteration 24Q (4391.410000 sec): 3 clusters
  Score: Raw -972434.553610 + Penalty 2936.192404 = -969498.361206
  nChanged 6
		SP:Iteration 25Q (4391.420000 sec): 3 clusters
  Score: Raw -972440.725980 + Penalty 2936.192404 = -969504.533576
  nChanged 4
		SP:Iteration 26Q (4391.440000 sec): 3 clusters
  Score: Raw -972445.846582 + Penalty 2936.192404 = -969509.654178
  nChanged 1
		SP:Iteration 27Q (4391.460000 sec): 3 clusters
  Score: Raw -972446.882212 + Penalty 2936.192404 = -969510.689807
  nChanged 0
		SP:Iteration 28F (4391.480000 sec): 3 clusters
  Score: Raw -972446.882212 + Penalty 2936.192404 = -969510.689807
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (41828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4391.600000 sec): 2 clusters
  Score: Raw -4788744.781449 + Penalty 1729.214703 = -4787015.566746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4391.720000 sec): 3 clusters
  Score: Raw -4762383.430552 + Penalty 3458.429406 = -4758925.001146
  nChanged 19449
		SP:Iteration 1F (4391.820000 sec): 3 clusters
  Score: Raw -4773547.705523 + Penalty 3458.429406 = -4770089.276117
  nChanged 1918
		SP:Iteration 2Q (4391.940000 sec): 3 clusters
  Score: Raw -4774277.504932 + Penalty 3458.429406 = -4770819.075525
  nChanged 2218
		SP:Iteration 3F (4392.050000 sec): 3 clusters
  Score: Raw -4775330.894494 + Penalty 3458.429406 = -4771872.465087
  nChanged 2613
		SP:Iteration 4F (4392.160000 sec): 3 clusters
  Score: Raw -4776875.046855 + Penalty 3458.429406 = -4773416.617449
  nChanged 3066
		SP:Iteration 5F (4392.270000 sec): 3 clusters
  Score: Raw -4779085.245826 + Penalty 3458.429406 = -4775626.816420
  nChanged 3231
		SP:Iteration 6F (4392.380000 sec): 3 clusters
  Score: Raw -4781798.613906 + Penalty 3458.429406 = -4778340.184499
  nChanged 2984
		SP:Iteration 7F (4392.490000 sec): 3 clusters
  Score: Raw -4784589.279738 + Penalty 3458.429406 = -4781130.850331
  nChanged 2261
		SP:Iteration 8F (4392.600000 sec): 3 clusters
  Score: Raw -4786777.255993 + Penalty 3458.429406 = -4783318.826587
  nChanged 1331
		SP:Iteration 9Q (4392.700000 sec): 3 clusters
  Score: Raw -4788058.713487 + Penalty 3458.429406 = -4784600.284080
  nChanged 571
		SP:Iteration 10Q (4392.790000 sec): 3 clusters
  Score: Raw -4788576.240135 + Penalty 3458.429406 = -4785117.810728
  nChanged 202
		SP:Iteration 11Q (4392.880000 sec): 3 clusters
  Score: Raw -4788766.879492 + Penalty 3458.429406 = -4785308.450085
  nChanged 84
		SP:Iteration 12Q (4392.960000 sec): 3 clusters
  Score: Raw -4788856.739669 + Penalty 3458.429406 = -4785398.310263
  nChanged 28
		SP:Iteration 13Q (4393.040000 sec): 3 clusters
  Score: Raw -4788887.588074 + Penalty 3458.429406 = -4785429.158668
  nChanged 11
		SP:Iteration 14Q (4393.120000 sec): 3 clusters
  Score: Raw -4788896.356040 + Penalty 3458.429406 = -4785437.926634
  nChanged 5
		SP:Iteration 15Q (4393.200000 sec): 3 clusters
  Score: Raw -4788901.236472 + Penalty 3458.429406 = -4785442.807066
  nChanged 4
		SP:Iteration 16Q (4393.280000 sec): 3 clusters
  Score: Raw -4788907.587417 + Penalty 3458.429406 = -4785449.158011
  nChanged 8
		SP:Iteration 17Q (4393.350000 sec): 3 clusters
  Score: Raw -4788916.228710 + Penalty 3458.429406 = -4785457.799303
  nChanged 3
		SP:Iteration 18Q (4393.430000 sec): 3 clusters
  Score: Raw -4788921.315193 + Penalty 3458.429406 = -4785462.885787
  nChanged 8
		SP:Iteration 19Q (4393.510000 sec): 3 clusters
  Score: Raw -4788926.218727 + Penalty 3458.429406 = -4785467.789320
  nChanged 4
		SP:Iteration 20F (4393.620000 sec): 3 clusters
  Score: Raw -4788931.172372 + Penalty 3458.429406 = -4785472.742966
  nChanged 6
		SP:Iteration 21Q (4393.700000 sec): 3 clusters
  Score: Raw -4788937.434798 + Penalty 3458.429406 = -4785479.005391
  nChanged 3
		SP:Iteration 22Q (4393.780000 sec): 3 clusters
  Score: Raw -4788943.018459 + Penalty 3458.429406 = -4785484.589053
  nChanged 5
		SP:Iteration 23Q (4393.860000 sec): 3 clusters
  Score: Raw -4788951.426605 + Penalty 3458.429406 = -4785492.997199
  nChanged 3
		SP:Iteration 24Q (4393.930000 sec): 3 clusters
  Score: Raw -4788957.542212 + Penalty 3458.429406 = -4785499.112805
  nChanged 2
		SP:Iteration 25Q (4394.010000 sec): 3 clusters
  Score: Raw -4788959.508066 + Penalty 3458.429406 = -4785501.078660
  nChanged 1
		SP:Iteration 26Q (4394.080000 sec): 3 clusters
  Score: Raw -4788961.136169 + Penalty 3458.429406 = -4785502.706762
  nChanged 0
		SP:Iteration 27F (4394.190000 sec): 3 clusters
  Score: Raw -4788961.136169 + Penalty 3458.429406 = -4785502.706762
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4394.510000 sec): 2 clusters
  Score: Raw -13062699.365966 + Penalty 1887.282476 = -13060812.083490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4394.810000 sec): 3 clusters
  Score: Raw -12990324.732942 + Penalty 3774.564952 = -12986550.167991
  nChanged 53279
		SP:Iteration 1F (4395.110000 sec): 3 clusters
  Score: Raw -13021464.512044 + Penalty 3774.564952 = -13017689.947092
  nChanged 4144
		SP:Iteration 2Q (4395.410000 sec): 3 clusters
  Score: Raw -13022670.893627 + Penalty 3774.564952 = -13018896.328676
  nChanged 4859
		SP:Iteration 3Q (4395.710000 sec): 3 clusters
  Score: Raw -13024528.907221 + Penalty 3774.564952 = -13020754.342270
  nChanged 6109
		SP:Iteration 4F (4396.010000 sec): 3 clusters
  Score: Raw -13027666.032629 + Penalty 3774.564952 = -13023891.467677
  nChanged 7773
		SP:Iteration 5F (4396.310000 sec): 3 clusters
  Score: Raw -13032868.640074 + Penalty 3774.564952 = -13029094.075122
  nChanged 9293
		SP:Iteration 6F (4396.610000 sec): 3 clusters
  Score: Raw -13040545.870106 + Penalty 3774.564952 = -13036771.305155
  nChanged 9081
		SP:Iteration 7F (4396.910000 sec): 3 clusters
  Score: Raw -13048868.322323 + Penalty 3774.564952 = -13045093.757371
  nChanged 7069
		SP:Iteration 8F (4397.200000 sec): 3 clusters
  Score: Raw -13055550.871805 + Penalty 3774.564952 = -13051776.306854
  nChanged 4292
		SP:Iteration 9Q (4397.490000 sec): 3 clusters
  Score: Raw -13059449.078032 + Penalty 3774.564952 = -13055674.513081
  nChanged 2250
		SP:Iteration 10Q (4397.760000 sec): 3 clusters
  Score: Raw -13061407.331716 + Penalty 3774.564952 = -13057632.766765
  nChanged 1030
		SP:Iteration 11Q (4398.010000 sec): 3 clusters
  Score: Raw -13062272.618662 + Penalty 3774.564952 = -13058498.053710
  nChanged 472
		SP:Iteration 12Q (4398.240000 sec): 3 clusters
  Score: Raw -13062656.546969 + Penalty 3774.564952 = -13058881.982017
  nChanged 231
		SP:Iteration 13Q (4398.460000 sec): 3 clusters
  Score: Raw -13062837.786203 + Penalty 3774.564952 = -13059063.221252
  nChanged 132
		SP:Iteration 14Q (4398.680000 sec): 3 clusters
  Score: Raw -13062926.646747 + Penalty 3774.564952 = -13059152.081796
  nChanged 94
		SP:Iteration 15Q (4398.900000 sec): 3 clusters
  Score: Raw -13062996.510451 + Penalty 3774.564952 = -13059221.945499
  nChanged 67
		SP:Iteration 16Q (4399.110000 sec): 3 clusters
  Score: Raw -13063043.018678 + Penalty 3774.564952 = -13059268.453727
  nChanged 50
		SP:Iteration 17Q (4399.320000 sec): 3 clusters
  Score: Raw -13063074.892772 + Penalty 3774.564952 = -13059300.327820
  nChanged 41
		SP:Iteration 18Q (4399.530000 sec): 3 clusters
  Score: Raw -13063101.604877 + Penalty 3774.564952 = -13059327.039926
  nChanged 35
		SP:Iteration 19Q (4399.740000 sec): 3 clusters
  Score: Raw -13063118.771443 + Penalty 3774.564952 = -13059344.206492
  nChanged 22
		SP:Iteration 20F (4400.030000 sec): 3 clusters
  Score: Raw -13063127.957692 + Penalty 3774.564952 = -13059353.392741
  nChanged 14
		SP:Iteration 21Q (4400.240000 sec): 3 clusters
  Score: Raw -13063136.015630 + Penalty 3774.564952 = -13059361.450679
  nChanged 11
		SP:Iteration 22Q (4400.450000 sec): 3 clusters
  Score: Raw -13063143.558050 + Penalty 3774.564952 = -13059368.993099
  nChanged 20
		SP:Iteration 23Q (4400.660000 sec): 3 clusters
  Score: Raw -13063155.054277 + Penalty 3774.564952 = -13059380.489326
  nChanged 13
		SP:Iteration 24Q (4400.860000 sec): 3 clusters
  Score: Raw -13063160.378776 + Penalty 3774.564952 = -13059385.813825
  nChanged 11
		SP:Iteration 25Q (4401.070000 sec): 3 clusters
  Score: Raw -13063164.801306 + Penalty 3774.564952 = -13059390.236354
  nChanged 6
		SP:Iteration 26Q (4401.280000 sec): 3 clusters
  Score: Raw -13063167.000490 + Penalty 3774.564952 = -13059392.435539
  nChanged 3
		SP:Iteration 27Q (4401.490000 sec): 3 clusters
  Score: Raw -13063168.687589 + Penalty 3774.564952 = -13059394.122638
  nChanged 3
		SP:Iteration 28Q (4401.700000 sec): 3 clusters
  Score: Raw -13063169.764332 + Penalty 3774.564952 = -13059395.199380
  nChanged 2
		SP:Iteration 29Q (4401.910000 sec): 3 clusters
  Score: Raw -13063170.580452 + Penalty 3774.564952 = -13059396.015500
  nChanged 5
		SP:Iteration 30Q (4402.120000 sec): 3 clusters
  Score: Raw -13063172.179254 + Penalty 3774.564952 = -13059397.614302
  nChanged 2
		SP:Iteration 31Q (4402.330000 sec): 3 clusters
  Score: Raw -13063172.599137 + Penalty 3774.564952 = -13059398.034185
  nChanged 0
		SP:Iteration 32F (4402.620000 sec): 3 clusters
  Score: Raw -13063172.599137 + Penalty 3774.564952 = -13059398.034185
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (106944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4402.900000 sec): 2 clusters
  Score: Raw -12251896.484886 + Penalty 1881.759849 = -12250014.725036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4403.180000 sec): 3 clusters
  Score: Raw -12182491.210983 + Penalty 3763.519699 = -12178727.691284
  nChanged 51330
		SP:Iteration 1F (4403.470000 sec): 3 clusters
  Score: Raw -12212848.701604 + Penalty 3763.519699 = -12209085.181905
  nChanged 4185
		SP:Iteration 2Q (4403.760000 sec): 3 clusters
  Score: Raw -12214267.812864 + Penalty 3763.519699 = -12210504.293165
  nChanged 4706
		SP:Iteration 3Q (4404.060000 sec): 3 clusters
  Score: Raw -12216313.167886 + Penalty 3763.519699 = -12212549.648187
  nChanged 5651
		SP:Iteration 4F (4404.340000 sec): 3 clusters
  Score: Raw -12219390.401910 + Penalty 3763.519699 = -12215626.882211
  nChanged 6676
		SP:Iteration 5F (4404.630000 sec): 3 clusters
  Score: Raw -12224036.999602 + Penalty 3763.519699 = -12220273.479903
  nChanged 7518
		SP:Iteration 6F (4404.920000 sec): 3 clusters
  Score: Raw -12230241.542997 + Penalty 3763.519699 = -12226478.023298
  nChanged 7461
		SP:Iteration 7F (4405.200000 sec): 3 clusters
  Score: Raw -12236820.873616 + Penalty 3763.519699 = -12233057.353918
  nChanged 6408
		SP:Iteration 8F (4405.490000 sec): 3 clusters
  Score: Raw -12242701.909196 + Penalty 3763.519699 = -12238938.389497
  nChanged 4775
		SP:Iteration 9Q (4405.750000 sec): 3 clusters
  Score: Raw -12246969.057472 + Penalty 3763.519699 = -12243205.537774
  nChanged 3106
		SP:Iteration 10Q (4406.000000 sec): 3 clusters
  Score: Raw -12249627.176468 + Penalty 3763.519699 = -12245863.656769
  nChanged 1988
		SP:Iteration 11Q (4406.240000 sec): 3 clusters
  Score: Raw -12251244.104575 + Penalty 3763.519699 = -12247480.584876
  nChanged 1126
		SP:Iteration 12Q (4406.470000 sec): 3 clusters
  Score: Raw -12252133.472718 + Penalty 3763.519699 = -12248369.953019
  nChanged 648
		SP:Iteration 13Q (4406.680000 sec): 3 clusters
  Score: Raw -12252640.442723 + Penalty 3763.519699 = -12248876.923024
  nChanged 366
		SP:Iteration 14Q (4406.890000 sec): 3 clusters
  Score: Raw -12252886.097827 + Penalty 3763.519699 = -12249122.578128
  nChanged 214
		SP:Iteration 15Q (4407.100000 sec): 3 clusters
  Score: Raw -12253026.138802 + Penalty 3763.519699 = -12249262.619103
  nChanged 148
		SP:Iteration 16Q (4407.300000 sec): 3 clusters
  Score: Raw -12253131.416110 + Penalty 3763.519699 = -12249367.896411
  nChanged 106
		SP:Iteration 17Q (4407.500000 sec): 3 clusters
  Score: Raw -12253207.815830 + Penalty 3763.519699 = -12249444.296132
  nChanged 80
		SP:Iteration 18Q (4407.710000 sec): 3 clusters
  Score: Raw -12253263.906935 + Penalty 3763.519699 = -12249500.387236
  nChanged 56
		SP:Iteration 19Q (4407.910000 sec): 3 clusters
  Score: Raw -12253300.636427 + Penalty 3763.519699 = -12249537.116728
  nChanged 50
		SP:Iteration 20F (4408.190000 sec): 3 clusters
  Score: Raw -12253333.010281 + Penalty 3763.519699 = -12249569.490582
  nChanged 26
		SP:Iteration 21Q (4408.390000 sec): 3 clusters
  Score: Raw -12253356.195473 + Penalty 3763.519699 = -12249592.675774
  nChanged 30
		SP:Iteration 22Q (4408.590000 sec): 3 clusters
  Score: Raw -12253374.242337 + Penalty 3763.519699 = -12249610.722638
  nChanged 24
		SP:Iteration 23Q (4408.790000 sec): 3 clusters
  Score: Raw -12253384.583418 + Penalty 3763.519699 = -12249621.063719
  nChanged 19
		SP:Iteration 24Q (4408.990000 sec): 3 clusters
  Score: Raw -12253394.654549 + Penalty 3763.519699 = -12249631.134850
  nChanged 16
		SP:Iteration 25Q (4409.190000 sec): 3 clusters
  Score: Raw -12253404.040545 + Penalty 3763.519699 = -12249640.520846
  nChanged 19
		SP:Iteration 26Q (4409.390000 sec): 3 clusters
  Score: Raw -12253411.739456 + Penalty 3763.519699 = -12249648.219757
  nChanged 13
		SP:Iteration 27Q (4409.580000 sec): 3 clusters
  Score: Raw -12253418.500082 + Penalty 3763.519699 = -12249654.980383
  nChanged 13
		SP:Iteration 28Q (4409.780000 sec): 3 clusters
  Score: Raw -12253424.857455 + Penalty 3763.519699 = -12249661.337756
  nChanged 11
		SP:Iteration 29Q (4409.980000 sec): 3 clusters
  Score: Raw -12253430.855287 + Penalty 3763.519699 = -12249667.335588
  nChanged 7
		SP:Iteration 30Q (4410.180000 sec): 3 clusters
  Score: Raw -12253433.743625 + Penalty 3763.519699 = -12249670.223927
  nChanged 4
		SP:Iteration 31Q (4410.380000 sec): 3 clusters
  Score: Raw -12253435.051886 + Penalty 3763.519699 = -12249671.532187
  nChanged 5
		SP:Iteration 32Q (4410.570000 sec): 3 clusters
  Score: Raw -12253436.875553 + Penalty 3763.519699 = -12249673.355854
  nChanged 5
		SP:Iteration 33Q (4410.770000 sec): 3 clusters
  Score: Raw -12253439.060265 + Penalty 3763.519699 = -12249675.540566
  nChanged 4
		SP:Iteration 34Q (4410.970000 sec): 3 clusters
  Score: Raw -12253440.132626 + Penalty 3763.519699 = -12249676.612927
  nChanged 1
		SP:Iteration 35Q (4411.160000 sec): 3 clusters
  Score: Raw -12253440.580623 + Penalty 3763.519699 = -12249677.060924
  nChanged 1
		SP:Iteration 36Q (4411.360000 sec): 3 clusters
  Score: Raw -12253440.830453 + Penalty 3763.519699 = -12249677.310754
  nChanged 3
		SP:Iteration 37Q (4411.560000 sec): 3 clusters
  Score: Raw -12253442.650122 + Penalty 3763.519699 = -12249679.130423
  nChanged 0
		SP:Iteration 38F (4411.850000 sec): 3 clusters
  Score: Raw -12253442.650122 + Penalty 3763.519699 = -12249679.130423
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4411.930000 sec): 2 clusters
  Score: Raw -1142049.178449 + Penalty 1491.042378 = -1140558.136071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4411.950000 sec): 3 clusters
  Score: Raw -1136595.544957 + Penalty 2982.084756 = -1133613.460202
  nChanged 4105
		SP:Iteration 1F (4411.980000 sec): 3 clusters
  Score: Raw -1138858.185901 + Penalty 2982.084756 = -1135876.101146
  nChanged 674
		SP:Iteration 2F (4412.000000 sec): 3 clusters
  Score: Raw -1139267.515822 + Penalty 2982.084756 = -1136285.431066
  nChanged 645
		SP:Iteration 3F (4412.030000 sec): 3 clusters
  Score: Raw -1139682.580527 + Penalty 2982.084756 = -1136700.495771
  nChanged 640
		SP:Iteration 4F (4412.050000 sec): 3 clusters
  Score: Raw -1140113.946567 + Penalty 2982.084756 = -1137131.861811
  nChanged 561
		SP:Iteration 5F (4412.080000 sec): 3 clusters
  Score: Raw -1140468.437558 + Penalty 2982.084756 = -1137486.352802
  nChanged 487
		SP:Iteration 6F (4412.100000 sec): 3 clusters
  Score: Raw -1140769.493819 + Penalty 2982.084756 = -1137787.409064
  nChanged 431
		SP:Iteration 7Q (4412.130000 sec): 3 clusters
  Score: Raw -1141040.292071 + Penalty 2982.084756 = -1138058.207315
  nChanged 408
		SP:Iteration 8Q (4412.150000 sec): 3 clusters
  Score: Raw -1141292.073662 + Penalty 2982.084756 = -1138309.988906
  nChanged 327
		SP:Iteration 9Q (4412.170000 sec): 3 clusters
  Score: Raw -1141489.381445 + Penalty 2982.084756 = -1138507.296690
  nChanged 273
		SP:Iteration 10Q (4412.200000 sec): 3 clusters
  Score: Raw -1141674.447919 + Penalty 2982.084756 = -1138692.363163
  nChanged 240
		SP:Iteration 11Q (4412.220000 sec): 3 clusters
  Score: Raw -1141843.372089 + Penalty 2982.084756 = -1138861.287334
  nChanged 193
		SP:Iteration 12Q (4412.250000 sec): 3 clusters
  Score: Raw -1141979.716810 + Penalty 2982.084756 = -1138997.632055
  nChanged 155
		SP:Iteration 13Q (4412.270000 sec): 3 clusters
  Score: Raw -1142063.706000 + Penalty 2982.084756 = -1139081.621244
  nChanged 132
		SP:Iteration 14Q (4412.290000 sec): 3 clusters
  Score: Raw -1142128.144074 + Penalty 2982.084756 = -1139146.059318
  nChanged 106
		SP:Iteration 15Q (4412.310000 sec): 3 clusters
  Score: Raw -1142183.071686 + Penalty 2982.084756 = -1139200.986930
  nChanged 85
		SP:Iteration 16Q (4412.340000 sec): 3 clusters
  Score: Raw -1142224.747325 + Penalty 2982.084756 = -1139242.662569
  nChanged 68
		SP:Iteration 17Q (4412.360000 sec): 3 clusters
  Score: Raw -1142258.336079 + Penalty 2982.084756 = -1139276.251324
  nChanged 60
		SP:Iteration 18Q (4412.380000 sec): 3 clusters
  Score: Raw -1142289.194396 + Penalty 2982.084756 = -1139307.109640
  nChanged 71
		SP:Iteration 19Q (4412.400000 sec): 3 clusters
  Score: Raw -1142322.541031 + Penalty 2982.084756 = -1139340.456276
  nChanged 53
		SP:Iteration 20F (4412.430000 sec): 3 clusters
  Score: Raw -1142350.444745 + Penalty 2982.084756 = -1139368.359989
  nChanged 54
		SP:Iteration 21Q (4412.450000 sec): 3 clusters
  Score: Raw -1142379.622310 + Penalty 2982.084756 = -1139397.537555
  nChanged 57
		SP:Iteration 22Q (4412.470000 sec): 3 clusters
  Score: Raw -1142411.663225 + Penalty 2982.084756 = -1139429.578470
  nChanged 52
		SP:Iteration 23Q (4412.490000 sec): 3 clusters
  Score: Raw -1142439.212492 + Penalty 2982.084756 = -1139457.127736
  nChanged 39
		SP:Iteration 24Q (4412.510000 sec): 3 clusters
  Score: Raw -1142465.916378 + Penalty 2982.084756 = -1139483.831622
  nChanged 50
		SP:Iteration 25Q (4412.530000 sec): 3 clusters
  Score: Raw -1142498.399704 + Penalty 2982.084756 = -1139516.314949
  nChanged 53
		SP:Iteration 26Q (4412.550000 sec): 3 clusters
  Score: Raw -1142526.775354 + Penalty 2982.084756 = -1139544.690598
  nChanged 40
		SP:Iteration 27Q (4412.570000 sec): 3 clusters
  Score: Raw -1142554.468510 + Penalty 2982.084756 = -1139572.383754
  nChanged 38
		SP:Iteration 28Q (4412.590000 sec): 3 clusters
  Score: Raw -1142579.592894 + Penalty 2982.084756 = -1139597.508138
  nChanged 27
		SP:Iteration 29Q (4412.610000 sec): 3 clusters
  Score: Raw -1142593.888467 + Penalty 2982.084756 = -1139611.803712
  nChanged 23
		SP:Iteration 30Q (4412.630000 sec): 3 clusters
  Score: Raw -1142606.198106 + Penalty 2982.084756 = -1139624.113350
  nChanged 29
		SP:Iteration 31Q (4412.650000 sec): 3 clusters
  Score: Raw -1142623.530040 + Penalty 2982.084756 = -1139641.445284
  nChanged 25
		SP:Iteration 32Q (4412.670000 sec): 3 clusters
  Score: Raw -1142637.191981 + Penalty 2982.084756 = -1139655.107225
  nChanged 22
		SP:Iteration 33Q (4412.690000 sec): 3 clusters
  Score: Raw -1142649.164017 + Penalty 2982.084756 = -1139667.079261
  nChanged 17
		SP:Iteration 34Q (4412.700000 sec): 3 clusters
  Score: Raw -1142658.565905 + Penalty 2982.084756 = -1139676.481150
  nChanged 13
		SP:Iteration 35Q (4412.720000 sec): 3 clusters
  Score: Raw -1142663.564137 + Penalty 2982.084756 = -1139681.479381
  nChanged 9
		SP:Iteration 36Q (4412.740000 sec): 3 clusters
  Score: Raw -1142668.060181 + Penalty 2982.084756 = -1139685.975425
  nChanged 9
		SP:Iteration 37Q (4412.760000 sec): 3 clusters
  Score: Raw -1142672.144695 + Penalty 2982.084756 = -1139690.059940
  nChanged 8
		SP:Iteration 38Q (4412.780000 sec): 3 clusters
  Score: Raw -1142674.958699 + Penalty 2982.084756 = -1139692.873943
  nChanged 8
		SP:Iteration 39Q (4412.800000 sec): 3 clusters
  Score: Raw -1142677.959769 + Penalty 2982.084756 = -1139695.875013
  nChanged 2
		SP:Iteration 40F (4412.820000 sec): 3 clusters
  Score: Raw -1142678.420494 + Penalty 2982.084756 = -1139696.335738
  nChanged 1
		SP:Iteration 41Q (4412.840000 sec): 3 clusters
  Score: Raw -1142678.670265 + Penalty 2982.084756 = -1139696.585509
  nChanged 1
		SP:Iteration 42Q (4412.860000 sec): 3 clusters
  Score: Raw -1142678.867453 + Penalty 2982.084756 = -1139696.782698
  nChanged 2
		SP:Iteration 43Q (4412.880000 sec): 3 clusters
  Score: Raw -1142679.358993 + Penalty 2982.084756 = -1139697.274238
  nChanged 1
		SP:Iteration 44Q (4412.900000 sec): 3 clusters
  Score: Raw -1142679.467595 + Penalty 2982.084756 = -1139697.382839
  nChanged 2
		SP:Iteration 45Q (4412.920000 sec): 3 clusters
  Score: Raw -1142679.716997 + Penalty 2982.084756 = -1139697.632241
  nChanged 0
		SP:Iteration 46F (4412.950000 sec): 3 clusters
  Score: Raw -1142679.716997 + Penalty 2982.084756 = -1139697.632241
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4412.970000 sec): 2 clusters
  Score: Raw -553176.392972 + Penalty 1386.303116 = -551790.089856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4412.980000 sec): 3 clusters
  Score: Raw -550607.232194 + Penalty 2772.606231 = -547834.625963
  nChanged 2002
		SP:Iteration 1F (4412.990000 sec): 3 clusters
  Score: Raw -551683.639558 + Penalty 2772.606231 = -548911.033327
  nChanged 339
		SP:Iteration 2F (4413.010000 sec): 3 clusters
  Score: Raw -551875.584747 + Penalty 2772.606231 = -549102.978515
  nChanged 275
		SP:Iteration 3F (4413.020000 sec): 3 clusters
  Score: Raw -552030.473609 + Penalty 2772.606231 = -549257.867377
  nChanged 242
		SP:Iteration 4Q (4413.030000 sec): 3 clusters
  Score: Raw -552174.655246 + Penalty 2772.606231 = -549402.049014
  nChanged 215
		SP:Iteration 5Q (4413.050000 sec): 3 clusters
  Score: Raw -552295.291354 + Penalty 2772.606231 = -549522.685123
  nChanged 200
		SP:Iteration 6Q (4413.060000 sec): 3 clusters
  Score: Raw -552396.687688 + Penalty 2772.606231 = -549624.081457
  nChanged 166
		SP:Iteration 7Q (4413.070000 sec): 3 clusters
  Score: Raw -552483.899105 + Penalty 2772.606231 = -549711.292874
  nChanged 152
		SP:Iteration 8Q (4413.090000 sec): 3 clusters
  Score: Raw -552550.804430 + Penalty 2772.606231 = -549778.198198
  nChanged 141
		SP:Iteration 9Q (4413.100000 sec): 3 clusters
  Score: Raw -552613.933610 + Penalty 2772.606231 = -549841.327378
  nChanged 119
		SP:Iteration 10Q (4413.110000 sec): 3 clusters
  Score: Raw -552673.100515 + Penalty 2772.606231 = -549900.494283
  nChanged 112
		SP:Iteration 11Q (4413.120000 sec): 3 clusters
  Score: Raw -552723.992021 + Penalty 2772.606231 = -549951.385789
  nChanged 102
		SP:Iteration 12Q (4413.130000 sec): 3 clusters
  Score: Raw -552763.700458 + Penalty 2772.606231 = -549991.094227
  nChanged 104
		SP:Iteration 13Q (4413.150000 sec): 3 clusters
  Score: Raw -552809.326752 + Penalty 2772.606231 = -550036.720520
  nChanged 100
		SP:Iteration 14Q (4413.160000 sec): 3 clusters
  Score: Raw -552847.555455 + Penalty 2772.606231 = -550074.949224
  nChanged 98
		SP:Iteration 15Q (4413.170000 sec): 3 clusters
  Score: Raw -552890.665622 + Penalty 2772.606231 = -550118.059391
  nChanged 101
		SP:Iteration 16Q (4413.190000 sec): 3 clusters
  Score: Raw -552930.240231 + Penalty 2772.606231 = -550157.634000
  nChanged 75
		SP:Iteration 17Q (4413.200000 sec): 3 clusters
  Score: Raw -552963.415471 + Penalty 2772.606231 = -550190.809239
  nChanged 73
		SP:Iteration 18Q (4413.210000 sec): 3 clusters
  Score: Raw -552992.419184 + Penalty 2772.606231 = -550219.812952
  nChanged 60
		SP:Iteration 19Q (4413.220000 sec): 3 clusters
  Score: Raw -553017.436147 + Penalty 2772.606231 = -550244.829916
  nChanged 62
		SP:Iteration 20F (4413.230000 sec): 3 clusters
  Score: Raw -553045.467828 + Penalty 2772.606231 = -550272.861596
  nChanged 69
		SP:Iteration 21Q (4413.250000 sec): 3 clusters
  Score: Raw -553079.106112 + Penalty 2772.606231 = -550306.499881
  nChanged 78
		SP:Iteration 22Q (4413.260000 sec): 3 clusters
  Score: Raw -553114.050062 + Penalty 2772.606231 = -550341.443831
  nChanged 59
		SP:Iteration 23Q (4413.270000 sec): 3 clusters
  Score: Raw -553143.988193 + Penalty 2772.606231 = -550371.381962
  nChanged 72
		SP:Iteration 24Q (4413.290000 sec): 3 clusters
  Score: Raw -553177.054229 + Penalty 2772.606231 = -550404.447998
  nChanged 69
		SP:Iteration 25Q (4413.300000 sec): 3 clusters
  Score: Raw -553204.393913 + Penalty 2772.606231 = -550431.787681
  nChanged 54
		SP:Iteration 26Q (4413.310000 sec): 3 clusters
  Score: Raw -553232.185778 + Penalty 2772.606231 = -550459.579547
  nChanged 61
		SP:Iteration 27Q (4413.320000 sec): 3 clusters
  Score: Raw -553260.775963 + Penalty 2772.606231 = -550488.169732
  nChanged 67
		SP:Iteration 28Q (4413.330000 sec): 3 clusters
  Score: Raw -553293.418965 + Penalty 2772.606231 = -550520.812734
  nChanged 63
		SP:Iteration 29Q (4413.340000 sec): 3 clusters
  Score: Raw -553330.093809 + Penalty 2772.606231 = -550557.487578
  nChanged 53
		SP:Iteration 30Q (4413.350000 sec): 3 clusters
  Score: Raw -553359.933317 + Penalty 2772.606231 = -550587.327086
  nChanged 47
		SP:Iteration 31Q (4413.370000 sec): 3 clusters
  Score: Raw -553384.207002 + Penalty 2772.606231 = -550611.600770
  nChanged 47
		SP:Iteration 32Q (4413.380000 sec): 3 clusters
  Score: Raw -553406.658363 + Penalty 2772.606231 = -550634.052132
  nChanged 38
		SP:Iteration 33Q (4413.390000 sec): 3 clusters
  Score: Raw -553423.402444 + Penalty 2772.606231 = -550650.796212
  nChanged 33
		SP:Iteration 34Q (4413.400000 sec): 3 clusters
  Score: Raw -553435.169446 + Penalty 2772.606231 = -550662.563214
  nChanged 22
		SP:Iteration 35Q (4413.410000 sec): 3 clusters
  Score: Raw -553441.966105 + Penalty 2772.606231 = -550669.359874
  nChanged 17
		SP:Iteration 36Q (4413.420000 sec): 3 clusters
  Score: Raw -553448.487759 + Penalty 2772.606231 = -550675.881527
  nChanged 17
		SP:Iteration 37Q (4413.430000 sec): 3 clusters
  Score: Raw -553454.704491 + Penalty 2772.606231 = -550682.098259
  nChanged 14
		SP:Iteration 38Q (4413.440000 sec): 3 clusters
  Score: Raw -553459.545662 + Penalty 2772.606231 = -550686.939431
  nChanged 12
		SP:Iteration 39Q (4413.450000 sec): 3 clusters
  Score: Raw -553463.543781 + Penalty 2772.606231 = -550690.937550
  nChanged 11
		SP:Iteration 40F (4413.470000 sec): 3 clusters
  Score: Raw -553466.843408 + Penalty 2772.606231 = -550694.237177
  nChanged 11
		SP:Iteration 41Q (4413.480000 sec): 3 clusters
  Score: Raw -553469.880051 + Penalty 2772.606231 = -550697.273819
  nChanged 9
		SP:Iteration 42Q (4413.490000 sec): 3 clusters
  Score: Raw -553473.825595 + Penalty 2772.606231 = -550701.219364
  nChanged 14
		SP:Iteration 43Q (4413.500000 sec): 3 clusters
  Score: Raw -553478.658066 + Penalty 2772.606231 = -550706.051835
  nChanged 9
		SP:Iteration 44Q (4413.510000 sec): 3 clusters
  Score: Raw -553482.084062 + Penalty 2772.606231 = -550709.477830
  nChanged 8
		SP:Iteration 45Q (4413.520000 sec): 3 clusters
  Score: Raw -553485.239941 + Penalty 2772.606231 = -550712.633710
  nChanged 6
		SP:Iteration 46Q (4413.530000 sec): 3 clusters
  Score: Raw -553487.474092 + Penalty 2772.606231 = -550714.867861
  nChanged 6
		SP:Iteration 47Q (4413.550000 sec): 3 clusters
  Score: Raw -553489.295406 + Penalty 2772.606231 = -550716.689175
  nChanged 2
		SP:Iteration 48Q (4413.550000 sec): 3 clusters
  Score: Raw -553490.758232 + Penalty 2772.606231 = -550718.152001
  nChanged 5
		SP:Iteration 49Q (4413.570000 sec): 3 clusters
  Score: Raw -553492.037839 + Penalty 2772.606231 = -550719.431608
  nChanged 5
		SP:Iteration 50Q (4413.580000 sec): 3 clusters
  Score: Raw -553493.070191 + Penalty 2772.606231 = -550720.463959
  nChanged 3
		SP:Iteration 51Q (4413.590000 sec): 3 clusters
  Score: Raw -553493.782019 + Penalty 2772.606231 = -550721.175787
  nChanged 4
		SP:Iteration 52Q (4413.600000 sec): 3 clusters
  Score: Raw -553495.149663 + Penalty 2772.606231 = -550722.543431
  nChanged 9
		SP:Iteration 53Q (4413.610000 sec): 3 clusters
  Score: Raw -553497.537571 + Penalty 2772.606231 = -550724.931340
  nChanged 14
		SP:Iteration 54Q (4413.620000 sec): 3 clusters
  Score: Raw -553502.496104 + Penalty 2772.606231 = -550729.889872
  nChanged 12
		SP:Iteration 55Q (4413.630000 sec): 3 clusters
  Score: Raw -553507.905402 + Penalty 2772.606231 = -550735.299171
  nChanged 16
		SP:Iteration 56Q (4413.640000 sec): 3 clusters
  Score: Raw -553513.910525 + Penalty 2772.606231 = -550741.304293
  nChanged 17
		SP:Iteration 57Q (4413.650000 sec): 3 clusters
  Score: Raw -553525.557423 + Penalty 2772.606231 = -550752.951192
  nChanged 24
		SP:Iteration 58Q (4413.670000 sec): 3 clusters
  Score: Raw -553537.336564 + Penalty 2772.606231 = -550764.730333
  nChanged 23
		SP:Iteration 59Q (4413.670000 sec): 3 clusters
  Score: Raw -553552.482253 + Penalty 2772.606231 = -550779.876022
  nChanged 21
		SP:Iteration 60F (4413.690000 sec): 3 clusters
  Score: Raw -553562.420367 + Penalty 2772.606231 = -550789.814136
  nChanged 24
		SP:Iteration 61Q (4413.700000 sec): 3 clusters
  Score: Raw -553573.815409 + Penalty 2772.606231 = -550801.209177
  nChanged 19
		SP:Iteration 62Q (4413.710000 sec): 3 clusters
  Score: Raw -553583.150782 + Penalty 2772.606231 = -550810.544551
  nChanged 17
		SP:Iteration 63Q (4413.720000 sec): 3 clusters
  Score: Raw -553593.735257 + Penalty 2772.606231 = -550821.129026
  nChanged 23
		SP:Iteration 64Q (4413.730000 sec): 3 clusters
  Score: Raw -553604.811369 + Penalty 2772.606231 = -550832.205138
  nChanged 19
		SP:Iteration 65Q (4413.740000 sec): 3 clusters
  Score: Raw -553614.201077 + Penalty 2772.606231 = -550841.594845
  nChanged 13
		SP:Iteration 66Q (4413.750000 sec): 3 clusters
  Score: Raw -553621.340264 + Penalty 2772.606231 = -550848.734033
  nChanged 12
		SP:Iteration 67Q (4413.760000 sec): 3 clusters
  Score: Raw -553625.495843 + Penalty 2772.606231 = -550852.889612
  nChanged 10
		SP:Iteration 68Q (4413.770000 sec): 3 clusters
  Score: Raw -553631.375286 + Penalty 2772.606231 = -550858.769055
  nChanged 17
		SP:Iteration 69Q (4413.780000 sec): 3 clusters
  Score: Raw -553637.972255 + Penalty 2772.606231 = -550865.366024
  nChanged 11
		SP:Iteration 70Q (4413.790000 sec): 3 clusters
  Score: Raw -553643.718049 + Penalty 2772.606231 = -550871.111818
  nChanged 11
		SP:Iteration 71Q (4413.810000 sec): 3 clusters
  Score: Raw -553647.798552 + Penalty 2772.606231 = -550875.192321
  nChanged 7
		SP:Iteration 72Q (4413.810000 sec): 3 clusters
  Score: Raw -553651.220081 + Penalty 2772.606231 = -550878.613850
  nChanged 9
		SP:Iteration 73Q (4413.830000 sec): 3 clusters
  Score: Raw -553655.167392 + Penalty 2772.606231 = -550882.561161
  nChanged 8
		SP:Iteration 74Q (4413.840000 sec): 3 clusters
  Score: Raw -553658.306483 + Penalty 2772.606231 = -550885.700251
  nChanged 8
		SP:Iteration 75Q (4413.850000 sec): 3 clusters
  Score: Raw -553661.964236 + Penalty 2772.606231 = -550889.358005
  nChanged 4
		SP:Iteration 76Q (4413.860000 sec): 3 clusters
  Score: Raw -553663.732796 + Penalty 2772.606231 = -550891.126565
  nChanged 5
		SP:Iteration 77Q (4413.870000 sec): 3 clusters
  Score: Raw -553665.718605 + Penalty 2772.606231 = -550893.112373
  nChanged 5
		SP:Iteration 78Q (4413.880000 sec): 3 clusters
  Score: Raw -553667.521722 + Penalty 2772.606231 = -550894.915490
  nChanged 5
		SP:Iteration 79Q (4413.890000 sec): 3 clusters
  Score: Raw -553669.564161 + Penalty 2772.606231 = -550896.957930
  nChanged 9
		SP:Iteration 80F (4413.900000 sec): 3 clusters
  Score: Raw -553672.583763 + Penalty 2772.606231 = -550899.977532
  nChanged 3
		SP:Iteration 81Q (4413.910000 sec): 3 clusters
  Score: Raw -553673.764124 + Penalty 2772.606231 = -550901.157893
  nChanged 1
		SP:Iteration 82Q (4413.920000 sec): 3 clusters
  Score: Raw -553674.025003 + Penalty 2772.606231 = -550901.418772
  nChanged 3
		SP:Iteration 83Q (4413.930000 sec): 3 clusters
  Score: Raw -553675.074397 + Penalty 2772.606231 = -550902.468165
  nChanged 2
		SP:Iteration 84Q (4413.940000 sec): 3 clusters
  Score: Raw -553675.715750 + Penalty 2772.606231 = -550903.109519
  nChanged 2
		SP:Iteration 85Q (4413.950000 sec): 3 clusters
  Score: Raw -553676.343621 + Penalty 2772.606231 = -550903.737390
  nChanged 1
		SP:Iteration 86Q (4413.960000 sec): 3 clusters
  Score: Raw -553677.389275 + Penalty 2772.606231 = -550904.783044
  nChanged 1
		SP:Iteration 87Q (4413.970000 sec): 3 clusters
  Score: Raw -553677.676539 + Penalty 2772.606231 = -550905.070308
  nChanged 0
		SP:Iteration 88F (4413.990000 sec): 3 clusters
  Score: Raw -553677.676539 + Penalty 2772.606231 = -550905.070308
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4413.990000 sec): 2 clusters
  Score: Raw -21739.281179 + Penalty 881.554378 = -20857.726801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4413.990000 sec): 3 clusters
  Score: Raw -21874.846154 + Penalty 1763.108756 = -20111.737399
  nChanged 44
		SP:Iteration 1F (4413.990000 sec): 3 clusters
  Score: Raw -22025.458788 + Penalty 1763.108756 = -20262.350033
  nChanged 12
		SP:Iteration 2F (4413.990000 sec): 3 clusters
  Score: Raw -22075.833119 + Penalty 1763.108756 = -20312.724364
  nChanged 3
		SP:Iteration 3Q (4413.990000 sec): 3 clusters
  Score: Raw -22082.697071 + Penalty 1763.108756 = -20319.588315
  nChanged 1
		SP:Iteration 4Q (4413.990000 sec): 3 clusters
  Score: Raw -22086.468901 + Penalty 1763.108756 = -20323.360145
  nChanged 1
		SP:Iteration 5Q (4414.000000 sec): 3 clusters
  Score: Raw -22090.160239 + Penalty 1763.108756 = -20327.051484
  nChanged 1
		SP:Iteration 6Q (4414.000000 sec): 3 clusters
  Score: Raw -22091.504095 + Penalty 1763.108756 = -20328.395339
  nChanged 0
		SP:Iteration 7F (4414.000000 sec): 3 clusters
  Score: Raw -22091.504095 + Penalty 1763.108756 = -20328.395339
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (91018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4414.270000 sec): 2 clusters
  Score: Raw -10631568.590055 + Penalty 1855.557042 = -10629713.033012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4414.520000 sec): 3 clusters
  Score: Raw -10572531.601647 + Penalty 3711.114085 = -10568820.487562
  nChanged 43349
		SP:Iteration 1F (4414.760000 sec): 3 clusters
  Score: Raw -10597252.349974 + Penalty 3711.114085 = -10593541.235889
  nChanged 2575
		SP:Iteration 2Q (4415.010000 sec): 3 clusters
  Score: Raw -10597762.980952 + Penalty 3711.114085 = -10594051.866867
  nChanged 2579
		SP:Iteration 3Q (4415.260000 sec): 3 clusters
  Score: Raw -10598314.077966 + Penalty 3711.114085 = -10594602.963881
  nChanged 2707
		SP:Iteration 4Q (4415.510000 sec): 3 clusters
  Score: Raw -10598998.857977 + Penalty 3711.114085 = -10595287.743892
  nChanged 2968
		SP:Iteration 5Q (4415.760000 sec): 3 clusters
  Score: Raw -10599945.449680 + Penalty 3711.114085 = -10596234.335595
  nChanged 3483
		SP:Iteration 6Q (4416.010000 sec): 3 clusters
  Score: Raw -10601413.718321 + Penalty 3711.114085 = -10597702.604236
  nChanged 4167
		SP:Iteration 7Q (4416.260000 sec): 3 clusters
  Score: Raw -10603650.518324 + Penalty 3711.114085 = -10599939.404239
  nChanged 4820
		SP:Iteration 8F (4416.510000 sec): 3 clusters
  Score: Raw -10606718.446580 + Penalty 3711.114085 = -10603007.332495
  nChanged 5454
		SP:Iteration 9F (4416.750000 sec): 3 clusters
  Score: Raw -10610440.711304 + Penalty 3711.114085 = -10606729.597219
  nChanged 5648
		SP:Iteration 10F (4417.000000 sec): 3 clusters
  Score: Raw -10614346.348090 + Penalty 3711.114085 = -10610635.234005
  nChanged 5202
		SP:Iteration 11F (4417.250000 sec): 3 clusters
  Score: Raw -10617678.370011 + Penalty 3711.114085 = -10613967.255926
  nChanged 4511
		SP:Iteration 12Q (4417.490000 sec): 3 clusters
  Score: Raw -10620402.067284 + Penalty 3711.114085 = -10616690.953199
  nChanged 3860
		SP:Iteration 13Q (4417.730000 sec): 3 clusters
  Score: Raw -10622649.966263 + Penalty 3711.114085 = -10618938.852178
  nChanged 3281
		SP:Iteration 14Q (4417.950000 sec): 3 clusters
  Score: Raw -10624485.792194 + Penalty 3711.114085 = -10620774.678109
  nChanged 2825
		SP:Iteration 15Q (4418.180000 sec): 3 clusters
  Score: Raw -10626098.195310 + Penalty 3711.114085 = -10622387.081225
  nChanged 2524
		SP:Iteration 16Q (4418.400000 sec): 3 clusters
  Score: Raw -10627602.043701 + Penalty 3711.114085 = -10623890.929616
  nChanged 2164
		SP:Iteration 17Q (4418.610000 sec): 3 clusters
  Score: Raw -10628897.304955 + Penalty 3711.114085 = -10625186.190871
  nChanged 1805
		SP:Iteration 18Q (4418.820000 sec): 3 clusters
  Score: Raw -10630012.288270 + Penalty 3711.114085 = -10626301.174185
  nChanged 1450
		SP:Iteration 19Q (4419.030000 sec): 3 clusters
  Score: Raw -10630908.217994 + Penalty 3711.114085 = -10627197.103910
  nChanged 1102
		SP:Iteration 20F (4419.270000 sec): 3 clusters
  Score: Raw -10631610.481186 + Penalty 3711.114085 = -10627899.367102
  nChanged 847
		SP:Iteration 21Q (4419.470000 sec): 3 clusters
  Score: Raw -10632136.213241 + Penalty 3711.114085 = -10628425.099157
  nChanged 586
		SP:Iteration 22Q (4419.650000 sec): 3 clusters
  Score: Raw -10632454.671423 + Penalty 3711.114085 = -10628743.557338
  nChanged 403
		SP:Iteration 23Q (4419.840000 sec): 3 clusters
  Score: Raw -10632638.690632 + Penalty 3711.114085 = -10628927.576548
  nChanged 304
		SP:Iteration 24Q (4420.030000 sec): 3 clusters
  Score: Raw -10632754.394214 + Penalty 3711.114085 = -10629043.280130
  nChanged 218
		SP:Iteration 25Q (4420.210000 sec): 3 clusters
  Score: Raw -10632828.176828 + Penalty 3711.114085 = -10629117.062743
  nChanged 178
		SP:Iteration 26Q (4420.390000 sec): 3 clusters
  Score: Raw -10632881.959442 + Penalty 3711.114085 = -10629170.845358
  nChanged 140
		SP:Iteration 27Q (4420.570000 sec): 3 clusters
  Score: Raw -10632928.559428 + Penalty 3711.114085 = -10629217.445343
  nChanged 117
		SP:Iteration 28Q (4420.740000 sec): 3 clusters
  Score: Raw -10632961.020929 + Penalty 3711.114085 = -10629249.906845
  nChanged 85
		SP:Iteration 29Q (4420.920000 sec): 3 clusters
  Score: Raw -10632981.401369 + Penalty 3711.114085 = -10629270.287284
  nChanged 64
		SP:Iteration 30Q (4421.090000 sec): 3 clusters
  Score: Raw -10632995.614834 + Penalty 3711.114085 = -10629284.500750
  nChanged 51
		SP:Iteration 31Q (4421.270000 sec): 3 clusters
  Score: Raw -10633008.041558 + Penalty 3711.114085 = -10629296.927473
  nChanged 54
		SP:Iteration 32Q (4421.450000 sec): 3 clusters
  Score: Raw -10633021.154297 + Penalty 3711.114085 = -10629310.040213
  nChanged 61
		SP:Iteration 33Q (4421.620000 sec): 3 clusters
  Score: Raw -10633036.567857 + Penalty 3711.114085 = -10629325.453773
  nChanged 53
		SP:Iteration 34Q (4421.800000 sec): 3 clusters
  Score: Raw -10633052.181794 + Penalty 3711.114085 = -10629341.067709
  nChanged 60
		SP:Iteration 35Q (4421.980000 sec): 3 clusters
  Score: Raw -10633068.747900 + Penalty 3711.114085 = -10629357.633816
  nChanged 61
		SP:Iteration 36Q (4422.150000 sec): 3 clusters
  Score: Raw -10633083.341326 + Penalty 3711.114085 = -10629372.227241
  nChanged 50
		SP:Iteration 37Q (4422.330000 sec): 3 clusters
  Score: Raw -10633094.971426 + Penalty 3711.114085 = -10629383.857341
  nChanged 49
		SP:Iteration 38Q (4422.510000 sec): 3 clusters
  Score: Raw -10633107.818935 + Penalty 3711.114085 = -10629396.704850
  nChanged 42
		SP:Iteration 39Q (4422.680000 sec): 3 clusters
  Score: Raw -10633119.271240 + Penalty 3711.114085 = -10629408.157155
  nChanged 50
		SP:Iteration 40F (4422.920000 sec): 3 clusters
  Score: Raw -10633130.654497 + Penalty 3711.114085 = -10629419.540413
  nChanged 43
		SP:Iteration 41Q (4423.100000 sec): 3 clusters
  Score: Raw -10633142.790013 + Penalty 3711.114085 = -10629431.675928
  nChanged 49
		SP:Iteration 42Q (4423.280000 sec): 3 clusters
  Score: Raw -10633157.704405 + Penalty 3711.114085 = -10629446.590321
  nChanged 52
		SP:Iteration 43Q (4423.450000 sec): 3 clusters
  Score: Raw -10633170.675398 + Penalty 3711.114085 = -10629459.561313
  nChanged 43
		SP:Iteration 44Q (4423.630000 sec): 3 clusters
  Score: Raw -10633179.791213 + Penalty 3711.114085 = -10629468.677128
  nChanged 29
		SP:Iteration 45Q (4423.800000 sec): 3 clusters
  Score: Raw -10633186.035980 + Penalty 3711.114085 = -10629474.921896
  nChanged 32
		SP:Iteration 46Q (4423.970000 sec): 3 clusters
  Score: Raw -10633195.468028 + Penalty 3711.114085 = -10629484.353944
  nChanged 32
		SP:Iteration 47Q (4424.150000 sec): 3 clusters
  Score: Raw -10633204.965031 + Penalty 3711.114085 = -10629493.850947
  nChanged 42
		SP:Iteration 48Q (4424.320000 sec): 3 clusters
  Score: Raw -10633216.592253 + Penalty 3711.114085 = -10629505.478169
  nChanged 47
		SP:Iteration 49Q (4424.490000 sec): 3 clusters
  Score: Raw -10633229.740372 + Penalty 3711.114085 = -10629518.626288
  nChanged 45
		SP:Iteration 50Q (4424.670000 sec): 3 clusters
  Score: Raw -10633240.665732 + Penalty 3711.114085 = -10629529.551647
  nChanged 34
		SP:Iteration 51Q (4424.850000 sec): 3 clusters
  Score: Raw -10633246.971500 + Penalty 3711.114085 = -10629535.857416
  nChanged 24
		SP:Iteration 52Q (4425.020000 sec): 3 clusters
  Score: Raw -10633252.048198 + Penalty 3711.114085 = -10629540.934113
  nChanged 30
		SP:Iteration 53Q (4425.200000 sec): 3 clusters
  Score: Raw -10633258.177381 + Penalty 3711.114085 = -10629547.063296
  nChanged 22
		SP:Iteration 54Q (4425.370000 sec): 3 clusters
  Score: Raw -10633262.823265 + Penalty 3711.114085 = -10629551.709180
  nChanged 25
		SP:Iteration 55Q (4425.550000 sec): 3 clusters
  Score: Raw -10633267.272951 + Penalty 3711.114085 = -10629556.158866
  nChanged 11
		SP:Iteration 56Q (4425.720000 sec): 3 clusters
  Score: Raw -10633268.652594 + Penalty 3711.114085 = -10629557.538509
  nChanged 6
		SP:Iteration 57Q (4425.900000 sec): 3 clusters
  Score: Raw -10633269.514426 + Penalty 3711.114085 = -10629558.400341
  nChanged 7
		SP:Iteration 58Q (4426.070000 sec): 3 clusters
  Score: Raw -10633270.524136 + Penalty 3711.114085 = -10629559.410052
  nChanged 5
		SP:Iteration 59Q (4426.250000 sec): 3 clusters
  Score: Raw -10633271.308024 + Penalty 3711.114085 = -10629560.193939
  nChanged 6
		SP:Iteration 60F (4426.490000 sec): 3 clusters
  Score: Raw -10633272.170469 + Penalty 3711.114085 = -10629561.056385
  nChanged 4
		SP:Iteration 61Q (4426.670000 sec): 3 clusters
  Score: Raw -10633272.630698 + Penalty 3711.114085 = -10629561.516614
  nChanged 4
		SP:Iteration 62Q (4426.840000 sec): 3 clusters
  Score: Raw -10633273.042739 + Penalty 3711.114085 = -10629561.928654
  nChanged 2
		SP:Iteration 63Q (4427.010000 sec): 3 clusters
  Score: Raw -10633273.294695 + Penalty 3711.114085 = -10629562.180611
  nChanged 1
		SP:Iteration 64Q (4427.190000 sec): 3 clusters
  Score: Raw -10633273.516931 + Penalty 3711.114085 = -10629562.402847
  nChanged 1
		SP:Iteration 65Q (4427.370000 sec): 3 clusters
  Score: Raw -10633273.680554 + Penalty 3711.114085 = -10629562.566469
  nChanged 2
		SP:Iteration 66Q (4427.540000 sec): 3 clusters
  Score: Raw -10633273.911480 + Penalty 3711.114085 = -10629562.797395
  nChanged 4
		SP:Iteration 67Q (4427.720000 sec): 3 clusters
  Score: Raw -10633274.349820 + Penalty 3711.114085 = -10629563.235736
  nChanged 3
		SP:Iteration 68Q (4427.900000 sec): 3 clusters
  Score: Raw -10633274.565234 + Penalty 3711.114085 = -10629563.451149
  nChanged 1
		SP:Iteration 69Q (4428.070000 sec): 3 clusters
  Score: Raw -10633274.671434 + Penalty 3711.114085 = -10629563.557350
  nChanged 1
		SP:Iteration 70Q (4428.250000 sec): 3 clusters
  Score: Raw -10633274.780382 + Penalty 3711.114085 = -10629563.666297
  nChanged 0
		SP:Iteration 71F (4428.490000 sec): 3 clusters
  Score: Raw -10633274.780382 + Penalty 3711.114085 = -10629563.666297
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4428.550000 sec): 2 clusters
  Score: Raw -289286.811932 + Penalty 1282.644816 = -288004.167116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4428.550000 sec): 3 clusters
  Score: Raw -288008.332257 + Penalty 2565.289633 = -285443.042625
  nChanged 1038
		SP:Iteration 1F (4428.560000 sec): 3 clusters
  Score: Raw -288632.573530 + Penalty 2565.289633 = -286067.283897
  nChanged 236
		SP:Iteration 2F (4428.570000 sec): 3 clusters
  Score: Raw -288856.944460 + Penalty 2565.289633 = -286291.654828
  nChanged 182
		SP:Iteration 3F (4428.570000 sec): 3 clusters
  Score: Raw -289034.835310 + Penalty 2565.289633 = -286469.545678
  nChanged 152
		SP:Iteration 4F (4428.580000 sec): 3 clusters
  Score: Raw -289175.962343 + Penalty 2565.289633 = -286610.672710
  nChanged 147
		SP:Iteration 5F (4428.590000 sec): 3 clusters
  Score: Raw -289303.476836 + Penalty 2565.289633 = -286738.187203
  nChanged 127
		SP:Iteration 6Q (4428.590000 sec): 3 clusters
  Score: Raw -289421.857561 + Penalty 2565.289633 = -286856.567929
  nChanged 99
		SP:Iteration 7Q (4428.600000 sec): 3 clusters
  Score: Raw -289522.922186 + Penalty 2565.289633 = -286957.632553
  nChanged 103
		SP:Iteration 8Q (4428.610000 sec): 3 clusters
  Score: Raw -289603.029662 + Penalty 2565.289633 = -287037.740030
  nChanged 75
		SP:Iteration 9Q (4428.610000 sec): 3 clusters
  Score: Raw -289653.098788 + Penalty 2565.289633 = -287087.809156
  nChanged 57
		SP:Iteration 10Q (4428.620000 sec): 3 clusters
  Score: Raw -289696.706892 + Penalty 2565.289633 = -287131.417259
  nChanged 40
		SP:Iteration 11Q (4428.630000 sec): 3 clusters
  Score: Raw -289723.503276 + Penalty 2565.289633 = -287158.213643
  nChanged 25
		SP:Iteration 12Q (4428.630000 sec): 3 clusters
  Score: Raw -289743.093577 + Penalty 2565.289633 = -287177.803944
  nChanged 27
		SP:Iteration 13Q (4428.640000 sec): 3 clusters
  Score: Raw -289764.851262 + Penalty 2565.289633 = -287199.561630
  nChanged 27
		SP:Iteration 14Q (4428.640000 sec): 3 clusters
  Score: Raw -289786.265717 + Penalty 2565.289633 = -287220.976084
  nChanged 36
		SP:Iteration 15Q (4428.650000 sec): 3 clusters
  Score: Raw -289811.980785 + Penalty 2565.289633 = -287246.691153
  nChanged 24
		SP:Iteration 16Q (4428.650000 sec): 3 clusters
  Score: Raw -289823.428143 + Penalty 2565.289633 = -287258.138510
  nChanged 27
		SP:Iteration 17Q (4428.660000 sec): 3 clusters
  Score: Raw -289836.621642 + Penalty 2565.289633 = -287271.332009
  nChanged 32
		SP:Iteration 18Q (4428.670000 sec): 3 clusters
  Score: Raw -289855.096233 + Penalty 2565.289633 = -287289.806600
  nChanged 22
		SP:Iteration 19Q (4428.670000 sec): 3 clusters
  Score: Raw -289869.708234 + Penalty 2565.289633 = -287304.418602
  nChanged 21
		SP:Iteration 20F (4428.680000 sec): 3 clusters
  Score: Raw -289881.864539 + Penalty 2565.289633 = -287316.574906
  nChanged 16
		SP:Iteration 21Q (4428.690000 sec): 3 clusters
  Score: Raw -289889.804653 + Penalty 2565.289633 = -287324.515021
  nChanged 9
		SP:Iteration 22Q (4428.690000 sec): 3 clusters
  Score: Raw -289895.848185 + Penalty 2565.289633 = -287330.558553
  nChanged 12
		SP:Iteration 23Q (4428.700000 sec): 3 clusters
  Score: Raw -289901.883095 + Penalty 2565.289633 = -287336.593462
  nChanged 9
		SP:Iteration 24Q (4428.700000 sec): 3 clusters
  Score: Raw -289906.920787 + Penalty 2565.289633 = -287341.631155
  nChanged 14
		SP:Iteration 25Q (4428.710000 sec): 3 clusters
  Score: Raw -289913.578976 + Penalty 2565.289633 = -287348.289343
  nChanged 14
		SP:Iteration 26Q (4428.710000 sec): 3 clusters
  Score: Raw -289920.330293 + Penalty 2565.289633 = -287355.040660
  nChanged 9
		SP:Iteration 27Q (4428.720000 sec): 3 clusters
  Score: Raw -289926.441974 + Penalty 2565.289633 = -287361.152342
  nChanged 12
		SP:Iteration 28Q (4428.730000 sec): 3 clusters
  Score: Raw -289932.230442 + Penalty 2565.289633 = -287366.940810
  nChanged 8
		SP:Iteration 29Q (4428.730000 sec): 3 clusters
  Score: Raw -289936.714043 + Penalty 2565.289633 = -287371.424410
  nChanged 4
		SP:Iteration 30Q (4428.740000 sec): 3 clusters
  Score: Raw -289938.367314 + Penalty 2565.289633 = -287373.077681
  nChanged 3
		SP:Iteration 31Q (4428.750000 sec): 3 clusters
  Score: Raw -289940.680089 + Penalty 2565.289633 = -287375.390456
  nChanged 0
		SP:Iteration 32F (4428.750000 sec): 3 clusters
  Score: Raw -289940.680089 + Penalty 2565.289633 = -287375.390456
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4428.790000 sec): 2 clusters
  Score: Raw -1345227.273756 + Penalty 1521.441684 = -1343705.832073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4428.820000 sec): 3 clusters
  Score: Raw -1338548.840411 + Penalty 3042.883367 = -1335505.957044
  nChanged 5065
		SP:Iteration 1F (4428.850000 sec): 3 clusters
  Score: Raw -1341420.914954 + Penalty 3042.883367 = -1338378.031587
  nChanged 738
		SP:Iteration 2F (4428.880000 sec): 3 clusters
  Score: Raw -1341767.128302 + Penalty 3042.883367 = -1338724.244935
  nChanged 669
		SP:Iteration 3F (4428.910000 sec): 3 clusters
  Score: Raw -1342108.498264 + Penalty 3042.883367 = -1339065.614897
  nChanged 636
		SP:Iteration 4F (4428.940000 sec): 3 clusters
  Score: Raw -1342473.012524 + Penalty 3042.883367 = -1339430.129156
  nChanged 694
		SP:Iteration 5F (4428.970000 sec): 3 clusters
  Score: Raw -1342897.784314 + Penalty 3042.883367 = -1339854.900947
  nChanged 633
		SP:Iteration 6F (4429.000000 sec): 3 clusters
  Score: Raw -1343278.491663 + Penalty 3042.883367 = -1340235.608296
  nChanged 589
		SP:Iteration 7F (4429.030000 sec): 3 clusters
  Score: Raw -1343659.937362 + Penalty 3042.883367 = -1340617.053995
  nChanged 555
		SP:Iteration 8Q (4429.060000 sec): 3 clusters
  Score: Raw -1344032.509508 + Penalty 3042.883367 = -1340989.626141
  nChanged 486
		SP:Iteration 9Q (4429.090000 sec): 3 clusters
  Score: Raw -1344357.349143 + Penalty 3042.883367 = -1341314.465776
  nChanged 427
		SP:Iteration 10Q (4429.110000 sec): 3 clusters
  Score: Raw -1344645.691274 + Penalty 3042.883367 = -1341602.807907
  nChanged 355
		SP:Iteration 11Q (4429.150000 sec): 3 clusters
  Score: Raw -1344876.330147 + Penalty 3042.883367 = -1341833.446780
  nChanged 245
		SP:Iteration 12Q (4429.170000 sec): 3 clusters
  Score: Raw -1345044.711508 + Penalty 3042.883367 = -1342001.828141
  nChanged 176
		SP:Iteration 13Q (4429.200000 sec): 3 clusters
  Score: Raw -1345156.164910 + Penalty 3042.883367 = -1342113.281543
  nChanged 124
		SP:Iteration 14Q (4429.230000 sec): 3 clusters
  Score: Raw -1345230.415433 + Penalty 3042.883367 = -1342187.532066
  nChanged 100
		SP:Iteration 15Q (4429.260000 sec): 3 clusters
  Score: Raw -1345294.853433 + Penalty 3042.883367 = -1342251.970066
  nChanged 67
		SP:Iteration 16Q (4429.290000 sec): 3 clusters
  Score: Raw -1345344.117212 + Penalty 3042.883367 = -1342301.233845
  nChanged 52
		SP:Iteration 17Q (4429.310000 sec): 3 clusters
  Score: Raw -1345384.177363 + Penalty 3042.883367 = -1342341.293996
  nChanged 44
		SP:Iteration 18Q (4429.340000 sec): 3 clusters
  Score: Raw -1345420.456204 + Penalty 3042.883367 = -1342377.572837
  nChanged 30
		SP:Iteration 19Q (4429.360000 sec): 3 clusters
  Score: Raw -1345439.481840 + Penalty 3042.883367 = -1342396.598473
  nChanged 15
		SP:Iteration 20F (4429.390000 sec): 3 clusters
  Score: Raw -1345446.713105 + Penalty 3042.883367 = -1342403.829738
  nChanged 4
		SP:Iteration 21Q (4429.420000 sec): 3 clusters
  Score: Raw -1345448.761780 + Penalty 3042.883367 = -1342405.878413
  nChanged 5
		SP:Iteration 22Q (4429.440000 sec): 3 clusters
  Score: Raw -1345451.500338 + Penalty 3042.883367 = -1342408.616971
  nChanged 4
		SP:Iteration 23Q (4429.470000 sec): 3 clusters
  Score: Raw -1345453.254968 + Penalty 3042.883367 = -1342410.371601
  nChanged 5
		SP:Iteration 24Q (4429.490000 sec): 3 clusters
  Score: Raw -1345456.430797 + Penalty 3042.883367 = -1342413.547430
  nChanged 5
		SP:Iteration 25Q (4429.520000 sec): 3 clusters
  Score: Raw -1345460.131639 + Penalty 3042.883367 = -1342417.248272
  nChanged 4
		SP:Iteration 26Q (4429.540000 sec): 3 clusters
  Score: Raw -1345464.285037 + Penalty 3042.883367 = -1342421.401670
  nChanged 7
		SP:Iteration 27Q (4429.570000 sec): 3 clusters
  Score: Raw -1345468.720809 + Penalty 3042.883367 = -1342425.837442
  nChanged 4
		SP:Iteration 28Q (4429.590000 sec): 3 clusters
  Score: Raw -1345470.208937 + Penalty 3042.883367 = -1342427.325570
  nChanged 3
		SP:Iteration 29Q (4429.620000 sec): 3 clusters
  Score: Raw -1345471.088968 + Penalty 3042.883367 = -1342428.205601
  nChanged 1
		SP:Iteration 30Q (4429.640000 sec): 3 clusters
  Score: Raw -1345471.701368 + Penalty 3042.883367 = -1342428.818001
  nChanged 0
		SP:Iteration 31F (4429.670000 sec): 3 clusters
  Score: Raw -1345471.701368 + Penalty 3042.883367 = -1342428.818001
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4429.690000 sec): 2 clusters
  Score: Raw -503115.883165 + Penalty 1373.435005 = -501742.448160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4429.700000 sec): 3 clusters
  Score: Raw -500714.827979 + Penalty 2746.870011 = -497967.957968
  nChanged 1903
		SP:Iteration 1F (4429.710000 sec): 3 clusters
  Score: Raw -502017.063033 + Penalty 2746.870011 = -499270.193022
  nChanged 450
		SP:Iteration 2F (4429.730000 sec): 3 clusters
  Score: Raw -502441.133281 + Penalty 2746.870011 = -499694.263271
  nChanged 353
		SP:Iteration 3F (4429.740000 sec): 3 clusters
  Score: Raw -502767.553592 + Penalty 2746.870011 = -500020.683581
  nChanged 276
		SP:Iteration 4F (4429.750000 sec): 3 clusters
  Score: Raw -502989.717223 + Penalty 2746.870011 = -500242.847212
  nChanged 222
		SP:Iteration 5Q (4429.760000 sec): 3 clusters
  Score: Raw -503159.192884 + Penalty 2746.870011 = -500412.322873
  nChanged 169
		SP:Iteration 6Q (4429.770000 sec): 3 clusters
  Score: Raw -503267.209344 + Penalty 2746.870011 = -500520.339333
  nChanged 112
		SP:Iteration 7Q (4429.790000 sec): 3 clusters
  Score: Raw -503331.842455 + Penalty 2746.870011 = -500584.972444
  nChanged 89
		SP:Iteration 8Q (4429.800000 sec): 3 clusters
  Score: Raw -503385.917025 + Penalty 2746.870011 = -500639.047014
  nChanged 79
		SP:Iteration 9Q (4429.810000 sec): 3 clusters
  Score: Raw -503422.363333 + Penalty 2746.870011 = -500675.493323
  nChanged 71
		SP:Iteration 10Q (4429.820000 sec): 3 clusters
  Score: Raw -503452.814120 + Penalty 2746.870011 = -500705.944109
  nChanged 51
		SP:Iteration 11Q (4429.830000 sec): 3 clusters
  Score: Raw -503473.853062 + Penalty 2746.870011 = -500726.983052
  nChanged 37
		SP:Iteration 12Q (4429.850000 sec): 3 clusters
  Score: Raw -503487.699568 + Penalty 2746.870011 = -500740.829558
  nChanged 38
		SP:Iteration 13Q (4429.850000 sec): 3 clusters
  Score: Raw -503500.113363 + Penalty 2746.870011 = -500753.243352
  nChanged 23
		SP:Iteration 14Q (4429.870000 sec): 3 clusters
  Score: Raw -503509.872997 + Penalty 2746.870011 = -500763.002986
  nChanged 25
		SP:Iteration 15Q (4429.880000 sec): 3 clusters
  Score: Raw -503517.417281 + Penalty 2746.870011 = -500770.547271
  nChanged 22
		SP:Iteration 16Q (4429.890000 sec): 3 clusters
  Score: Raw -503522.869073 + Penalty 2746.870011 = -500775.999062
  nChanged 15
		SP:Iteration 17Q (4429.900000 sec): 3 clusters
  Score: Raw -503527.019627 + Penalty 2746.870011 = -500780.149616
  nChanged 15
		SP:Iteration 18Q (4429.910000 sec): 3 clusters
  Score: Raw -503530.882761 + Penalty 2746.870011 = -500784.012751
  nChanged 12
		SP:Iteration 19Q (4429.930000 sec): 3 clusters
  Score: Raw -503534.820290 + Penalty 2746.870011 = -500787.950279
  nChanged 15
		SP:Iteration 20F (4429.940000 sec): 3 clusters
  Score: Raw -503539.023728 + Penalty 2746.870011 = -500792.153717
  nChanged 14
		SP:Iteration 21Q (4429.950000 sec): 3 clusters
  Score: Raw -503543.059106 + Penalty 2746.870011 = -500796.189096
  nChanged 20
		SP:Iteration 22Q (4429.960000 sec): 3 clusters
  Score: Raw -503548.975676 + Penalty 2746.870011 = -500802.105665
  nChanged 17
		SP:Iteration 23Q (4429.970000 sec): 3 clusters
  Score: Raw -503554.418283 + Penalty 2746.870011 = -500807.548272
  nChanged 18
		SP:Iteration 24Q (4429.980000 sec): 3 clusters
  Score: Raw -503560.765233 + Penalty 2746.870011 = -500813.895223
  nChanged 23
		SP:Iteration 25Q (4429.990000 sec): 3 clusters
  Score: Raw -503567.742450 + Penalty 2746.870011 = -500820.872440
  nChanged 28
		SP:Iteration 26Q (4430.010000 sec): 3 clusters
  Score: Raw -503576.346997 + Penalty 2746.870011 = -500829.476987
  nChanged 24
		SP:Iteration 27Q (4430.020000 sec): 3 clusters
  Score: Raw -503585.869226 + Penalty 2746.870011 = -500838.999215
  nChanged 33
		SP:Iteration 28Q (4430.030000 sec): 3 clusters
  Score: Raw -503602.135659 + Penalty 2746.870011 = -500855.265649
  nChanged 42
		SP:Iteration 29Q (4430.040000 sec): 3 clusters
  Score: Raw -503618.624635 + Penalty 2746.870011 = -500871.754625
  nChanged 33
		SP:Iteration 30Q (4430.050000 sec): 3 clusters
  Score: Raw -503630.331993 + Penalty 2746.870011 = -500883.461983
  nChanged 33
		SP:Iteration 31Q (4430.060000 sec): 3 clusters
  Score: Raw -503642.801724 + Penalty 2746.870011 = -500895.931714
  nChanged 38
		SP:Iteration 32Q (4430.070000 sec): 3 clusters
  Score: Raw -503657.063025 + Penalty 2746.870011 = -500910.193014
  nChanged 40
		SP:Iteration 33Q (4430.090000 sec): 3 clusters
  Score: Raw -503669.620833 + Penalty 2746.870011 = -500922.750822
  nChanged 32
		SP:Iteration 34Q (4430.100000 sec): 3 clusters
  Score: Raw -503680.263241 + Penalty 2746.870011 = -500933.393231
  nChanged 28
		SP:Iteration 35Q (4430.110000 sec): 3 clusters
  Score: Raw -503689.115844 + Penalty 2746.870011 = -500942.245833
  nChanged 29
		SP:Iteration 36Q (4430.120000 sec): 3 clusters
  Score: Raw -503697.368258 + Penalty 2746.870011 = -500950.498248
  nChanged 30
		SP:Iteration 37Q (4430.130000 sec): 3 clusters
  Score: Raw -503705.691366 + Penalty 2746.870011 = -500958.821355
  nChanged 19
		SP:Iteration 38Q (4430.140000 sec): 3 clusters
  Score: Raw -503710.512252 + Penalty 2746.870011 = -500963.642242
  nChanged 20
		SP:Iteration 39Q (4430.150000 sec): 3 clusters
  Score: Raw -503715.552410 + Penalty 2746.870011 = -500968.682399
  nChanged 15
		SP:Iteration 40F (4430.160000 sec): 3 clusters
  Score: Raw -503718.974811 + Penalty 2746.870011 = -500972.104800
  nChanged 10
		SP:Iteration 41Q (4430.170000 sec): 3 clusters
  Score: Raw -503721.312933 + Penalty 2746.870011 = -500974.442923
  nChanged 7
		SP:Iteration 42Q (4430.190000 sec): 3 clusters
  Score: Raw -503723.154384 + Penalty 2746.870011 = -500976.284373
  nChanged 16
		SP:Iteration 43Q (4430.200000 sec): 3 clusters
  Score: Raw -503726.496721 + Penalty 2746.870011 = -500979.626710
  nChanged 16
		SP:Iteration 44Q (4430.210000 sec): 3 clusters
  Score: Raw -503730.281222 + Penalty 2746.870011 = -500983.411212
  nChanged 12
		SP:Iteration 45Q (4430.220000 sec): 3 clusters
  Score: Raw -503733.088069 + Penalty 2746.870011 = -500986.218059
  nChanged 9
		SP:Iteration 46Q (4430.230000 sec): 3 clusters
  Score: Raw -503735.477819 + Penalty 2746.870011 = -500988.607809
  nChanged 13
		SP:Iteration 47Q (4430.240000 sec): 3 clusters
  Score: Raw -503737.810572 + Penalty 2746.870011 = -500990.940561
  nChanged 13
		SP:Iteration 48Q (4430.250000 sec): 3 clusters
  Score: Raw -503740.845922 + Penalty 2746.870011 = -500993.975911
  nChanged 13
		SP:Iteration 49Q (4430.270000 sec): 3 clusters
  Score: Raw -503743.849941 + Penalty 2746.870011 = -500996.979931
  nChanged 13
		SP:Iteration 50Q (4430.270000 sec): 3 clusters
  Score: Raw -503746.717873 + Penalty 2746.870011 = -500999.847863
  nChanged 10
		SP:Iteration 51Q (4430.290000 sec): 3 clusters
  Score: Raw -503749.200323 + Penalty 2746.870011 = -501002.330312
  nChanged 10
		SP:Iteration 52Q (4430.300000 sec): 3 clusters
  Score: Raw -503751.437698 + Penalty 2746.870011 = -501004.567687
  nChanged 13
		SP:Iteration 53Q (4430.310000 sec): 3 clusters
  Score: Raw -503755.976419 + Penalty 2746.870011 = -501009.106408
  nChanged 10
		SP:Iteration 54Q (4430.320000 sec): 3 clusters
  Score: Raw -503759.008754 + Penalty 2746.870011 = -501012.138744
  nChanged 6
		SP:Iteration 55Q (4430.330000 sec): 3 clusters
  Score: Raw -503760.835246 + Penalty 2746.870011 = -501013.965236
  nChanged 6
		SP:Iteration 56Q (4430.340000 sec): 3 clusters
  Score: Raw -503762.500069 + Penalty 2746.870011 = -501015.630058
  nChanged 6
		SP:Iteration 57Q (4430.350000 sec): 3 clusters
  Score: Raw -503764.027604 + Penalty 2746.870011 = -501017.157593
  nChanged 6
		SP:Iteration 58Q (4430.370000 sec): 3 clusters
  Score: Raw -503765.038102 + Penalty 2746.870011 = -501018.168092
  nChanged 3
		SP:Iteration 59Q (4430.370000 sec): 3 clusters
  Score: Raw -503766.158162 + Penalty 2746.870011 = -501019.288152
  nChanged 5
		SP:Iteration 60F (4430.390000 sec): 3 clusters
  Score: Raw -503767.063558 + Penalty 2746.870011 = -501020.193548
  nChanged 2
		SP:Iteration 61Q (4430.400000 sec): 3 clusters
  Score: Raw -503767.731183 + Penalty 2746.870011 = -501020.861172
  nChanged 2
		SP:Iteration 62Q (4430.410000 sec): 3 clusters
  Score: Raw -503768.075432 + Penalty 2746.870011 = -501021.205421
  nChanged 0
		SP:Iteration 63F (4430.420000 sec): 3 clusters
  Score: Raw -503768.075432 + Penalty 2746.870011 = -501021.205421
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4430.480000 sec): 2 clusters
  Score: Raw -2038170.964052 + Penalty 1591.707411 = -2036579.256641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4430.530000 sec): 3 clusters
  Score: Raw -2027455.236906 + Penalty 3183.414822 = -2024271.822085
  nChanged 8054
		SP:Iteration 1F (4430.570000 sec): 3 clusters
  Score: Raw -2032049.935662 + Penalty 3183.414822 = -2028866.520840
  nChanged 1130
		SP:Iteration 2F (4430.620000 sec): 3 clusters
  Score: Raw -2032812.813354 + Penalty 3183.414822 = -2029629.398532
  nChanged 1255
		SP:Iteration 3F (4430.670000 sec): 3 clusters
  Score: Raw -2033710.977290 + Penalty 3183.414822 = -2030527.562469
  nChanged 1285
		SP:Iteration 4F (4430.710000 sec): 3 clusters
  Score: Raw -2034587.964066 + Penalty 3183.414822 = -2031404.549244
  nChanged 1192
		SP:Iteration 5F (4430.760000 sec): 3 clusters
  Score: Raw -2035283.286291 + Penalty 3183.414822 = -2032099.871469
  nChanged 990
		SP:Iteration 6F (4430.810000 sec): 3 clusters
  Score: Raw -2035745.357753 + Penalty 3183.414822 = -2032561.942932
  nChanged 804
		SP:Iteration 7Q (4430.860000 sec): 3 clusters
  Score: Raw -2036057.199579 + Penalty 3183.414822 = -2032873.784757
  nChanged 621
		SP:Iteration 8Q (4430.910000 sec): 3 clusters
  Score: Raw -2036267.843442 + Penalty 3183.414822 = -2033084.428620
  nChanged 520
		SP:Iteration 9Q (4430.950000 sec): 3 clusters
  Score: Raw -2036444.638214 + Penalty 3183.414822 = -2033261.223393
  nChanged 480
		SP:Iteration 10Q (4431.000000 sec): 3 clusters
  Score: Raw -2036597.785530 + Penalty 3183.414822 = -2033414.370709
  nChanged 443
		SP:Iteration 11Q (4431.050000 sec): 3 clusters
  Score: Raw -2036726.269057 + Penalty 3183.414822 = -2033542.854236
  nChanged 397
		SP:Iteration 12Q (4431.100000 sec): 3 clusters
  Score: Raw -2036836.955969 + Penalty 3183.414822 = -2033653.541148
  nChanged 367
		SP:Iteration 13Q (4431.150000 sec): 3 clusters
  Score: Raw -2036940.481400 + Penalty 3183.414822 = -2033757.066578
  nChanged 385
		SP:Iteration 14Q (4431.190000 sec): 3 clusters
  Score: Raw -2037052.352320 + Penalty 3183.414822 = -2033868.937499
  nChanged 378
		SP:Iteration 15Q (4431.240000 sec): 3 clusters
  Score: Raw -2037166.743577 + Penalty 3183.414822 = -2033983.328756
  nChanged 373
		SP:Iteration 16Q (4431.290000 sec): 3 clusters
  Score: Raw -2037289.814902 + Penalty 3183.414822 = -2034106.400080
  nChanged 386
		SP:Iteration 17Q (4431.340000 sec): 3 clusters
  Score: Raw -2037422.263808 + Penalty 3183.414822 = -2034238.848986
  nChanged 374
		SP:Iteration 18Q (4431.380000 sec): 3 clusters
  Score: Raw -2037562.460677 + Penalty 3183.414822 = -2034379.045855
  nChanged 424
		SP:Iteration 19Q (4431.430000 sec): 3 clusters
  Score: Raw -2037730.039215 + Penalty 3183.414822 = -2034546.624393
  nChanged 388
		SP:Iteration 20F (4431.480000 sec): 3 clusters
  Score: Raw -2037898.266136 + Penalty 3183.414822 = -2034714.851314
  nChanged 404
		SP:Iteration 21Q (4431.530000 sec): 3 clusters
  Score: Raw -2038086.247522 + Penalty 3183.414822 = -2034902.832701
  nChanged 378
		SP:Iteration 22Q (4431.570000 sec): 3 clusters
  Score: Raw -2038277.973172 + Penalty 3183.414822 = -2035094.558351
  nChanged 348
		SP:Iteration 23Q (4431.630000 sec): 3 clusters
  Score: Raw -2038462.341506 + Penalty 3183.414822 = -2035278.926685
  nChanged 310
		SP:Iteration 24Q (4431.670000 sec): 3 clusters
  Score: Raw -2038643.471337 + Penalty 3183.414822 = -2035460.056515
  nChanged 280
		SP:Iteration 25Q (4431.720000 sec): 3 clusters
  Score: Raw -2038809.943890 + Penalty 3183.414822 = -2035626.529069
  nChanged 217
		SP:Iteration 26Q (4431.770000 sec): 3 clusters
  Score: Raw -2038932.128520 + Penalty 3183.414822 = -2035748.713699
  nChanged 160
		SP:Iteration 27Q (4431.820000 sec): 3 clusters
  Score: Raw -2039023.150469 + Penalty 3183.414822 = -2035839.735648
  nChanged 116
		SP:Iteration 28Q (4431.870000 sec): 3 clusters
  Score: Raw -2039087.427670 + Penalty 3183.414822 = -2035904.012848
  nChanged 92
		SP:Iteration 29Q (4431.910000 sec): 3 clusters
  Score: Raw -2039146.771988 + Penalty 3183.414822 = -2035963.357166
  nChanged 69
		SP:Iteration 30Q (4431.960000 sec): 3 clusters
  Score: Raw -2039183.945380 + Penalty 3183.414822 = -2036000.530559
  nChanged 48
		SP:Iteration 31Q (4432.000000 sec): 3 clusters
  Score: Raw -2039204.555825 + Penalty 3183.414822 = -2036021.141003
  nChanged 33
		SP:Iteration 32Q (4432.050000 sec): 3 clusters
  Score: Raw -2039218.252675 + Penalty 3183.414822 = -2036034.837853
  nChanged 29
		SP:Iteration 33Q (4432.090000 sec): 3 clusters
  Score: Raw -2039228.253350 + Penalty 3183.414822 = -2036044.838529
  nChanged 20
		SP:Iteration 34Q (4432.140000 sec): 3 clusters
  Score: Raw -2039234.981235 + Penalty 3183.414822 = -2036051.566414
  nChanged 26
		SP:Iteration 35Q (4432.190000 sec): 3 clusters
  Score: Raw -2039245.284364 + Penalty 3183.414822 = -2036061.869543
  nChanged 15
		SP:Iteration 36Q (4432.230000 sec): 3 clusters
  Score: Raw -2039251.347685 + Penalty 3183.414822 = -2036067.932864
  nChanged 10
		SP:Iteration 37Q (4432.270000 sec): 3 clusters
  Score: Raw -2039253.758507 + Penalty 3183.414822 = -2036070.343685
  nChanged 9
		SP:Iteration 38Q (4432.320000 sec): 3 clusters
  Score: Raw -2039258.113567 + Penalty 3183.414822 = -2036074.698745
  nChanged 9
		SP:Iteration 39Q (4432.370000 sec): 3 clusters
  Score: Raw -2039261.714180 + Penalty 3183.414822 = -2036078.299358
  nChanged 3
		SP:Iteration 40F (4432.410000 sec): 3 clusters
  Score: Raw -2039262.670202 + Penalty 3183.414822 = -2036079.255380
  nChanged 3
		SP:Iteration 41Q (4432.460000 sec): 3 clusters
  Score: Raw -2039263.505515 + Penalty 3183.414822 = -2036080.090694
  nChanged 3
		SP:Iteration 42Q (4432.500000 sec): 3 clusters
  Score: Raw -2039265.034091 + Penalty 3183.414822 = -2036081.619269
  nChanged 6
		SP:Iteration 43Q (4432.550000 sec): 3 clusters
  Score: Raw -2039267.541173 + Penalty 3183.414822 = -2036084.126351
  nChanged 6
		SP:Iteration 44Q (4432.590000 sec): 3 clusters
  Score: Raw -2039269.023655 + Penalty 3183.414822 = -2036085.608833
  nChanged 1
		SP:Iteration 45Q (4432.630000 sec): 3 clusters
  Score: Raw -2039269.195131 + Penalty 3183.414822 = -2036085.780309
  nChanged 1
		SP:Iteration 46Q (4432.680000 sec): 3 clusters
  Score: Raw -2039269.357746 + Penalty 3183.414822 = -2036085.942925
  nChanged 0
		SP:Iteration 47F (4432.730000 sec): 3 clusters
  Score: Raw -2039269.357746 + Penalty 3183.414822 = -2036085.942925
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4432.830000 sec): 2 clusters
  Score: Raw -3955005.393882 + Penalty 1693.712583 = -3953311.681300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4432.920000 sec): 3 clusters
  Score: Raw -3934237.238869 + Penalty 3387.425165 = -3930849.813704
  nChanged 15392
		SP:Iteration 1F (4433.010000 sec): 3 clusters
  Score: Raw -3942976.384904 + Penalty 3387.425165 = -3939588.959739
  nChanged 1721
		SP:Iteration 2F (4433.100000 sec): 3 clusters
  Score: Raw -3943649.372092 + Penalty 3387.425165 = -3940261.946927
  nChanged 1923
		SP:Iteration 3F (4433.190000 sec): 3 clusters
  Score: Raw -3944638.161878 + Penalty 3387.425165 = -3941250.736713
  nChanged 2303
		SP:Iteration 4F (4433.280000 sec): 3 clusters
  Score: Raw -3946126.548605 + Penalty 3387.425165 = -3942739.123440
  nChanged 2554
		SP:Iteration 5F (4433.370000 sec): 3 clusters
  Score: Raw -3948174.158260 + Penalty 3387.425165 = -3944786.733095
  nChanged 2650
		SP:Iteration 6F (4433.460000 sec): 3 clusters
  Score: Raw -3950565.055631 + Penalty 3387.425165 = -3947177.630465
  nChanged 2117
		SP:Iteration 7F (4433.550000 sec): 3 clusters
  Score: Raw -3952486.293593 + Penalty 3387.425165 = -3949098.868428
  nChanged 1474
		SP:Iteration 8Q (4433.640000 sec): 3 clusters
  Score: Raw -3953773.593908 + Penalty 3387.425165 = -3950386.168743
  nChanged 864
		SP:Iteration 9Q (4433.730000 sec): 3 clusters
  Score: Raw -3954478.122942 + Penalty 3387.425165 = -3951090.697777
  nChanged 468
		SP:Iteration 10Q (4433.820000 sec): 3 clusters
  Score: Raw -3954847.214367 + Penalty 3387.425165 = -3951459.789202
  nChanged 231
		SP:Iteration 11Q (4433.890000 sec): 3 clusters
  Score: Raw -3955022.440196 + Penalty 3387.425165 = -3951635.015031
  nChanged 110
		SP:Iteration 12Q (4433.970000 sec): 3 clusters
  Score: Raw -3955102.841238 + Penalty 3387.425165 = -3951715.416073
  nChanged 67
		SP:Iteration 13Q (4434.040000 sec): 3 clusters
  Score: Raw -3955153.386803 + Penalty 3387.425165 = -3951765.961637
  nChanged 49
		SP:Iteration 14Q (4434.110000 sec): 3 clusters
  Score: Raw -3955192.674656 + Penalty 3387.425165 = -3951805.249490
  nChanged 31
		SP:Iteration 15Q (4434.180000 sec): 3 clusters
  Score: Raw -3955216.822237 + Penalty 3387.425165 = -3951829.397072
  nChanged 20
		SP:Iteration 16Q (4434.260000 sec): 3 clusters
  Score: Raw -3955234.048692 + Penalty 3387.425165 = -3951846.623527
  nChanged 17
		SP:Iteration 17Q (4434.330000 sec): 3 clusters
  Score: Raw -3955246.932768 + Penalty 3387.425165 = -3951859.507603
  nChanged 9
		SP:Iteration 18Q (4434.390000 sec): 3 clusters
  Score: Raw -3955256.024655 + Penalty 3387.425165 = -3951868.599490
  nChanged 6
		SP:Iteration 19Q (4434.460000 sec): 3 clusters
  Score: Raw -3955261.128728 + Penalty 3387.425165 = -3951873.703563
  nChanged 6
		SP:Iteration 20F (4434.550000 sec): 3 clusters
  Score: Raw -3955266.750223 + Penalty 3387.425165 = -3951879.325057
  nChanged 2
		SP:Iteration 21Q (4434.620000 sec): 3 clusters
  Score: Raw -3955267.608508 + Penalty 3387.425165 = -3951880.183343
  nChanged 1
		SP:Iteration 22Q (4434.680000 sec): 3 clusters
  Score: Raw -3955268.132124 + Penalty 3387.425165 = -3951880.706958
  nChanged 0
		SP:Iteration 23F (4434.770000 sec): 3 clusters
  Score: Raw -3955268.132124 + Penalty 3387.425165 = -3951880.706958
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4434.800000 sec): 2 clusters
  Score: Raw -668857.169599 + Penalty 1414.939104 = -667442.230496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4434.820000 sec): 3 clusters
  Score: Raw -665661.464918 + Penalty 2829.878207 = -662831.586711
  nChanged 2478
		SP:Iteration 1F (4434.840000 sec): 3 clusters
  Score: Raw -667085.814172 + Penalty 2829.878207 = -664255.935965
  nChanged 416
		SP:Iteration 2F (4434.850000 sec): 3 clusters
  Score: Raw -667289.590476 + Penalty 2829.878207 = -664459.712269
  nChanged 287
		SP:Iteration 3Q (4434.870000 sec): 3 clusters
  Score: Raw -667425.237044 + Penalty 2829.878207 = -664595.358837
  nChanged 253
		SP:Iteration 4Q (4434.880000 sec): 3 clusters
  Score: Raw -667561.654845 + Penalty 2829.878207 = -664731.776638
  nChanged 238
		SP:Iteration 5Q (4434.900000 sec): 3 clusters
  Score: Raw -667718.592746 + Penalty 2829.878207 = -664888.714539
  nChanged 255
		SP:Iteration 6Q (4434.910000 sec): 3 clusters
  Score: Raw -667879.891270 + Penalty 2829.878207 = -665050.013063
  nChanged 268
		SP:Iteration 7Q (4434.930000 sec): 3 clusters
  Score: Raw -668079.356174 + Penalty 2829.878207 = -665249.477967
  nChanged 313
		SP:Iteration 8F (4434.940000 sec): 3 clusters
  Score: Raw -668344.269435 + Penalty 2829.878207 = -665514.391228
  nChanged 311
		SP:Iteration 9F (4434.960000 sec): 3 clusters
  Score: Raw -668581.069184 + Penalty 2829.878207 = -665751.190977
  nChanged 246
		SP:Iteration 10Q (4434.970000 sec): 3 clusters
  Score: Raw -668766.082230 + Penalty 2829.878207 = -665936.204023
  nChanged 226
		SP:Iteration 11Q (4434.990000 sec): 3 clusters
  Score: Raw -668911.885259 + Penalty 2829.878207 = -666082.007051
  nChanged 183
		SP:Iteration 12Q (4435.000000 sec): 3 clusters
  Score: Raw -669035.785602 + Penalty 2829.878207 = -666205.907395
  nChanged 152
		SP:Iteration 13Q (4435.020000 sec): 3 clusters
  Score: Raw -669114.352033 + Penalty 2829.878207 = -666284.473826
  nChanged 112
		SP:Iteration 14Q (4435.030000 sec): 3 clusters
  Score: Raw -669160.137693 + Penalty 2829.878207 = -666330.259486
  nChanged 82
		SP:Iteration 15Q (4435.050000 sec): 3 clusters
  Score: Raw -669186.586169 + Penalty 2829.878207 = -666356.707962
  nChanged 47
		SP:Iteration 16Q (4435.060000 sec): 3 clusters
  Score: Raw -669200.041662 + Penalty 2829.878207 = -666370.163455
  nChanged 36
		SP:Iteration 17Q (4435.080000 sec): 3 clusters
  Score: Raw -669210.913322 + Penalty 2829.878207 = -666381.035115
  nChanged 28
		SP:Iteration 18Q (4435.090000 sec): 3 clusters
  Score: Raw -669220.167927 + Penalty 2829.878207 = -666390.289720
  nChanged 28
		SP:Iteration 19Q (4435.100000 sec): 3 clusters
  Score: Raw -669228.694477 + Penalty 2829.878207 = -666398.816270
  nChanged 21
		SP:Iteration 20F (4435.120000 sec): 3 clusters
  Score: Raw -669236.133816 + Penalty 2829.878207 = -666406.255609
  nChanged 25
		SP:Iteration 21Q (4435.130000 sec): 3 clusters
  Score: Raw -669242.559323 + Penalty 2829.878207 = -666412.681116
  nChanged 21
		SP:Iteration 22Q (4435.150000 sec): 3 clusters
  Score: Raw -669247.249533 + Penalty 2829.878207 = -666417.371325
  nChanged 17
		SP:Iteration 23Q (4435.160000 sec): 3 clusters
  Score: Raw -669251.292172 + Penalty 2829.878207 = -666421.413965
  nChanged 22
		SP:Iteration 24Q (4435.180000 sec): 3 clusters
  Score: Raw -669255.928090 + Penalty 2829.878207 = -666426.049883
  nChanged 12
		SP:Iteration 25Q (4435.190000 sec): 3 clusters
  Score: Raw -669258.024042 + Penalty 2829.878207 = -666428.145835
  nChanged 11
		SP:Iteration 26Q (4435.200000 sec): 3 clusters
  Score: Raw -669260.543476 + Penalty 2829.878207 = -666430.665269
  nChanged 10
		SP:Iteration 27Q (4435.220000 sec): 3 clusters
  Score: Raw -669262.523951 + Penalty 2829.878207 = -666432.645744
  nChanged 9
		SP:Iteration 28Q (4435.230000 sec): 3 clusters
  Score: Raw -669264.584001 + Penalty 2829.878207 = -666434.705794
  nChanged 11
		SP:Iteration 29Q (4435.240000 sec): 3 clusters
  Score: Raw -669266.642544 + Penalty 2829.878207 = -666436.764336
  nChanged 9
		SP:Iteration 30Q (4435.260000 sec): 3 clusters
  Score: Raw -669268.684650 + Penalty 2829.878207 = -666438.806443
  nChanged 9
		SP:Iteration 31Q (4435.280000 sec): 3 clusters
  Score: Raw -669270.257510 + Penalty 2829.878207 = -666440.379302
  nChanged 11
		SP:Iteration 32Q (4435.290000 sec): 3 clusters
  Score: Raw -669272.496316 + Penalty 2829.878207 = -666442.618109
  nChanged 12
		SP:Iteration 33Q (4435.300000 sec): 3 clusters
  Score: Raw -669274.669820 + Penalty 2829.878207 = -666444.791613
  nChanged 8
		SP:Iteration 34Q (4435.320000 sec): 3 clusters
  Score: Raw -669275.784463 + Penalty 2829.878207 = -666445.906256
  nChanged 6
		SP:Iteration 35Q (4435.330000 sec): 3 clusters
  Score: Raw -669277.225201 + Penalty 2829.878207 = -666447.346994
  nChanged 4
		SP:Iteration 36Q (4435.340000 sec): 3 clusters
  Score: Raw -669278.364592 + Penalty 2829.878207 = -666448.486385
  nChanged 4
		SP:Iteration 37Q (4435.360000 sec): 3 clusters
  Score: Raw -669278.678258 + Penalty 2829.878207 = -666448.800051
  nChanged 1
		SP:Iteration 38Q (4435.370000 sec): 3 clusters
  Score: Raw -669278.791710 + Penalty 2829.878207 = -666448.913502
  nChanged 1
		SP:Iteration 39Q (4435.390000 sec): 3 clusters
  Score: Raw -669278.975402 + Penalty 2829.878207 = -666449.097195
  nChanged 1
		SP:Iteration 40F (4435.400000 sec): 3 clusters
  Score: Raw -669279.062024 + Penalty 2829.878207 = -666449.183817
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4435.410000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4435.420000 sec): 3 clusters
  Score: Raw -102347.809988 + Penalty 2207.511939 = -100140.298049
  nChanged 269
		SP:Iteration 1F (4435.420000 sec): 3 clusters
  Score: Raw -102604.126355 + Penalty 2207.511939 = -100396.614416
  nChanged 75
		SP:Iteration 2F (4435.420000 sec): 3 clusters
  Score: Raw -102726.723456 + Penalty 2207.511939 = -100519.211517
  nChanged 35
		SP:Iteration 3Q (4435.420000 sec): 3 clusters
  Score: Raw -102775.574628 + Penalty 2207.511939 = -100568.062689
  nChanged 25
		SP:Iteration 4Q (4435.420000 sec): 3 clusters
  Score: Raw -102798.234618 + Penalty 2207.511939 = -100590.722679
  nChanged 19
		SP:Iteration 5Q (4435.420000 sec): 3 clusters
  Score: Raw -102811.611940 + Penalty 2207.511939 = -100604.100001
  nChanged 10
		SP:Iteration 6Q (4435.430000 sec): 3 clusters
  Score: Raw -102830.214637 + Penalty 2207.511939 = -100622.702698
  nChanged 10
		SP:Iteration 7Q (4435.430000 sec): 3 clusters
  Score: Raw -102842.871017 + Penalty 2207.511939 = -100635.359078
  nChanged 4
		SP:Iteration 8Q (4435.430000 sec): 3 clusters
  Score: Raw -102847.677544 + Penalty 2207.511939 = -100640.165605
  nChanged 4
		SP:Iteration 9Q (4435.430000 sec): 3 clusters
  Score: Raw -102850.708676 + Penalty 2207.511939 = -100643.196737
  nChanged 3
		SP:Iteration 10Q (4435.440000 sec): 3 clusters
  Score: Raw -102853.991060 + Penalty 2207.511939 = -100646.479121
  nChanged 2
		SP:Iteration 11Q (4435.440000 sec): 3 clusters
  Score: Raw -102856.262194 + Penalty 2207.511939 = -100648.750255
  nChanged 2
		SP:Iteration 12Q (4435.440000 sec): 3 clusters
  Score: Raw -102860.028750 + Penalty 2207.511939 = -100652.516811
  nChanged 3
		SP:Iteration 13Q (4435.440000 sec): 3 clusters
  Score: Raw -102862.245527 + Penalty 2207.511939 = -100654.733588
  nChanged 3
		SP:Iteration 14Q (4435.440000 sec): 3 clusters
  Score: Raw -102863.506537 + Penalty 2207.511939 = -100655.994598
  nChanged 3
		SP:Iteration 15Q (4435.450000 sec): 3 clusters
  Score: Raw -102865.384608 + Penalty 2207.511939 = -100657.872669
  nChanged 3
		SP:Iteration 16Q (4435.450000 sec): 3 clusters
  Score: Raw -102866.894574 + Penalty 2207.511939 = -100659.382635
  nChanged 0
		SP:Iteration 17F (4435.450000 sec): 3 clusters
  Score: Raw -102866.894574 + Penalty 2207.511939 = -100659.382635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4435.520000 sec): 2 clusters
  Score: Raw -2219296.805969 + Penalty 1605.185916 = -2217691.620053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4435.570000 sec): 3 clusters
  Score: Raw -2207659.687435 + Penalty 3210.371832 = -2204449.315604
  nChanged 8802
		SP:Iteration 1F (4435.620000 sec): 3 clusters
  Score: Raw -2212529.162854 + Penalty 3210.371832 = -2209318.791022
  nChanged 1127
		SP:Iteration 2F (4435.670000 sec): 3 clusters
  Score: Raw -2213157.534020 + Penalty 3210.371832 = -2209947.162188
  nChanged 1156
		SP:Iteration 3F (4435.720000 sec): 3 clusters
  Score: Raw -2213880.494504 + Penalty 3210.371832 = -2210670.122672
  nChanged 1266
		SP:Iteration 4F (4435.770000 sec): 3 clusters
  Score: Raw -2214641.170080 + Penalty 3210.371832 = -2211430.798248
  nChanged 1240
		SP:Iteration 5F (4435.820000 sec): 3 clusters
  Score: Raw -2215349.764714 + Penalty 3210.371832 = -2212139.392882
  nChanged 1133
		SP:Iteration 6F (4435.870000 sec): 3 clusters
  Score: Raw -2215938.089089 + Penalty 3210.371832 = -2212727.717257
  nChanged 943
		SP:Iteration 7Q (4435.920000 sec): 3 clusters
  Score: Raw -2216358.330996 + Penalty 3210.371832 = -2213147.959164
  nChanged 699
		SP:Iteration 8Q (4435.970000 sec): 3 clusters
  Score: Raw -2216606.065748 + Penalty 3210.371832 = -2213395.693916
  nChanged 532
		SP:Iteration 9Q (4436.020000 sec): 3 clusters
  Score: Raw -2216748.829102 + Penalty 3210.371832 = -2213538.457270
  nChanged 375
		SP:Iteration 10Q (4436.080000 sec): 3 clusters
  Score: Raw -2216846.933911 + Penalty 3210.371832 = -2213636.562079
  nChanged 317
		SP:Iteration 11Q (4436.130000 sec): 3 clusters
  Score: Raw -2216922.805741 + Penalty 3210.371832 = -2213712.433909
  nChanged 283
		SP:Iteration 12Q (4436.180000 sec): 3 clusters
  Score: Raw -2216994.117414 + Penalty 3210.371832 = -2213783.745583
  nChanged 277
		SP:Iteration 13Q (4436.230000 sec): 3 clusters
  Score: Raw -2217063.768045 + Penalty 3210.371832 = -2213853.396213
  nChanged 297
		SP:Iteration 14Q (4436.280000 sec): 3 clusters
  Score: Raw -2217150.436658 + Penalty 3210.371832 = -2213940.064826
  nChanged 342
		SP:Iteration 15Q (4436.330000 sec): 3 clusters
  Score: Raw -2217258.803351 + Penalty 3210.371832 = -2214048.431519
  nChanged 366
		SP:Iteration 16Q (4436.380000 sec): 3 clusters
  Score: Raw -2217380.009955 + Penalty 3210.371832 = -2214169.638123
  nChanged 399
		SP:Iteration 17Q (4436.430000 sec): 3 clusters
  Score: Raw -2217524.837809 + Penalty 3210.371832 = -2214314.465977
  nChanged 424
		SP:Iteration 18Q (4436.480000 sec): 3 clusters
  Score: Raw -2217679.941821 + Penalty 3210.371832 = -2214469.569989
  nChanged 403
		SP:Iteration 19Q (4436.530000 sec): 3 clusters
  Score: Raw -2217839.556572 + Penalty 3210.371832 = -2214629.184740
  nChanged 412
		SP:Iteration 20F (4436.580000 sec): 3 clusters
  Score: Raw -2218013.314191 + Penalty 3210.371832 = -2214802.942359
  nChanged 392
		SP:Iteration 21Q (4436.630000 sec): 3 clusters
  Score: Raw -2218193.877821 + Penalty 3210.371832 = -2214983.505989
  nChanged 390
		SP:Iteration 22Q (4436.680000 sec): 3 clusters
  Score: Raw -2218389.827953 + Penalty 3210.371832 = -2215179.456121
  nChanged 363
		SP:Iteration 23Q (4436.730000 sec): 3 clusters
  Score: Raw -2218604.490360 + Penalty 3210.371832 = -2215394.118528
  nChanged 307
		SP:Iteration 24Q (4436.780000 sec): 3 clusters
  Score: Raw -2218828.998954 + Penalty 3210.371832 = -2215618.627122
  nChanged 270
		SP:Iteration 25Q (4436.830000 sec): 3 clusters
  Score: Raw -2219102.496015 + Penalty 3210.371832 = -2215892.124183
  nChanged 210
		SP:Iteration 26Q (4436.880000 sec): 3 clusters
  Score: Raw -2219487.212830 + Penalty 3210.371832 = -2216276.840998
  nChanged 138
		SP:Iteration 27Q (4436.920000 sec): 3 clusters
  Score: Raw -2219765.201467 + Penalty 3210.371832 = -2216554.829635
  nChanged 101
		SP:Iteration 28Q (4436.960000 sec): 3 clusters
  Score: Raw -2219864.606679 + Penalty 3210.371832 = -2216654.234847
  nChanged 78
		SP:Iteration 29Q (4437.000000 sec): 3 clusters
  Score: Raw -2219907.725421 + Penalty 3210.371832 = -2216697.353589
  nChanged 52
		SP:Iteration 30Q (4437.040000 sec): 3 clusters
  Score: Raw -2219927.121656 + Penalty 3210.371832 = -2216716.749824
  nChanged 34
		SP:Iteration 31Q (4437.080000 sec): 3 clusters
  Score: Raw -2219938.090059 + Penalty 3210.371832 = -2216727.718228
  nChanged 23
		SP:Iteration 32Q (4437.120000 sec): 3 clusters
  Score: Raw -2219944.345493 + Penalty 3210.371832 = -2216733.973661
  nChanged 25
		SP:Iteration 33Q (4437.160000 sec): 3 clusters
  Score: Raw -2219953.038815 + Penalty 3210.371832 = -2216742.666983
  nChanged 22
		SP:Iteration 34Q (4437.200000 sec): 3 clusters
  Score: Raw -2219962.416747 + Penalty 3210.371832 = -2216752.044915
  nChanged 16
		SP:Iteration 35Q (4437.240000 sec): 3 clusters
  Score: Raw -2219968.577052 + Penalty 3210.371832 = -2216758.205220
  nChanged 12
		SP:Iteration 36Q (4437.280000 sec): 3 clusters
  Score: Raw -2219971.896877 + Penalty 3210.371832 = -2216761.525045
  nChanged 10
		SP:Iteration 37Q (4437.310000 sec): 3 clusters
  Score: Raw -2219974.373708 + Penalty 3210.371832 = -2216764.001876
  nChanged 6
		SP:Iteration 38Q (4437.350000 sec): 3 clusters
  Score: Raw -2219975.737744 + Penalty 3210.371832 = -2216765.365912
  nChanged 4
		SP:Iteration 39Q (4437.390000 sec): 3 clusters
  Score: Raw -2219976.542632 + Penalty 3210.371832 = -2216766.170800
  nChanged 3
		SP:Iteration 40F (4437.440000 sec): 3 clusters
  Score: Raw -2219977.458220 + Penalty 3210.371832 = -2216767.086388
  nChanged 3
		SP:Iteration 41Q (4437.480000 sec): 3 clusters
  Score: Raw -2219978.328015 + Penalty 3210.371832 = -2216767.956183
  nChanged 2
		SP:Iteration 42Q (4437.520000 sec): 3 clusters
  Score: Raw -2219978.750952 + Penalty 3210.371832 = -2216768.379120
  nChanged 1
		SP:Iteration 43Q (4437.550000 sec): 3 clusters
  Score: Raw -2219979.004721 + Penalty 3210.371832 = -2216768.632889
  nChanged 3
		SP:Iteration 44Q (4437.590000 sec): 3 clusters
  Score: Raw -2219979.439652 + Penalty 3210.371832 = -2216769.067820
  nChanged 3
		SP:Iteration 45Q (4437.630000 sec): 3 clusters
  Score: Raw -2219979.828026 + Penalty 3210.371832 = -2216769.456194
  nChanged 0
		SP:Iteration 46F (4437.680000 sec): 3 clusters
  Score: Raw -2219979.828026 + Penalty 3210.371832 = -2216769.456194
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4437.700000 sec): 2 clusters
  Score: Raw -598416.320408 + Penalty 1404.019262 = -597012.301146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4437.720000 sec): 3 clusters
  Score: Raw -595484.773437 + Penalty 2808.038525 = -592676.734912
  nChanged 2289
		SP:Iteration 1F (4437.730000 sec): 3 clusters
  Score: Raw -596990.415300 + Penalty 2808.038525 = -594182.376775
  nChanged 574
		SP:Iteration 2F (4437.740000 sec): 3 clusters
  Score: Raw -597501.624789 + Penalty 2808.038525 = -594693.586264
  nChanged 451
		SP:Iteration 3F (4437.760000 sec): 3 clusters
  Score: Raw -597871.199340 + Penalty 2808.038525 = -595063.160815
  nChanged 367
		SP:Iteration 4F (4437.770000 sec): 3 clusters
  Score: Raw -598175.485371 + Penalty 2808.038525 = -595367.446846
  nChanged 311
		SP:Iteration 5F (4437.790000 sec): 3 clusters
  Score: Raw -598414.463966 + Penalty 2808.038525 = -595606.425441
  nChanged 234
		SP:Iteration 6Q (4437.800000 sec): 3 clusters
  Score: Raw -598545.548874 + Penalty 2808.038525 = -595737.510350
  nChanged 166
		SP:Iteration 7Q (4437.820000 sec): 3 clusters
  Score: Raw -598620.413337 + Penalty 2808.038525 = -595812.374812
  nChanged 111
		SP:Iteration 8Q (4437.830000 sec): 3 clusters
  Score: Raw -598659.168013 + Penalty 2808.038525 = -595851.129488
  nChanged 61
		SP:Iteration 9Q (4437.840000 sec): 3 clusters
  Score: Raw -598675.082649 + Penalty 2808.038525 = -595867.044124
  nChanged 41
		SP:Iteration 10Q (4437.860000 sec): 3 clusters
  Score: Raw -598687.999335 + Penalty 2808.038525 = -595879.960810
  nChanged 30
		SP:Iteration 11Q (4437.870000 sec): 3 clusters
  Score: Raw -598696.389595 + Penalty 2808.038525 = -595888.351070
  nChanged 23
		SP:Iteration 12Q (4437.880000 sec): 3 clusters
  Score: Raw -598702.313455 + Penalty 2808.038525 = -595894.274930
  nChanged 19
		SP:Iteration 13Q (4437.900000 sec): 3 clusters
  Score: Raw -598705.626314 + Penalty 2808.038525 = -595897.587789
  nChanged 15
		SP:Iteration 14Q (4437.910000 sec): 3 clusters
  Score: Raw -598708.775381 + Penalty 2808.038525 = -595900.736856
  nChanged 12
		SP:Iteration 15Q (4437.920000 sec): 3 clusters
  Score: Raw -598710.952968 + Penalty 2808.038525 = -595902.914443
  nChanged 8
		SP:Iteration 16Q (4437.940000 sec): 3 clusters
  Score: Raw -598712.420282 + Penalty 2808.038525 = -595904.381757
  nChanged 5
		SP:Iteration 17Q (4437.950000 sec): 3 clusters
  Score: Raw -598713.148253 + Penalty 2808.038525 = -595905.109728
  nChanged 6
		SP:Iteration 18Q (4437.960000 sec): 3 clusters
  Score: Raw -598714.273274 + Penalty 2808.038525 = -595906.234749
  nChanged 6
		SP:Iteration 19Q (4437.980000 sec): 3 clusters
  Score: Raw -598714.993160 + Penalty 2808.038525 = -595906.954635
  nChanged 2
		SP:Iteration 20F (4437.990000 sec): 3 clusters
  Score: Raw -598715.116515 + Penalty 2808.038525 = -595907.077990
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (27685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4438.080000 sec): 2 clusters
  Score: Raw -3200685.925807 + Penalty 1662.154980 = -3199023.770827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4438.150000 sec): 3 clusters
  Score: Raw -3183687.013474 + Penalty 3324.309960 = -3180362.703514
  nChanged 12744
		SP:Iteration 1F (4438.220000 sec): 3 clusters
  Score: Raw -3190919.306146 + Penalty 3324.309960 = -3187594.996186
  nChanged 1541
		SP:Iteration 2F (4438.300000 sec): 3 clusters
  Score: Raw -3191642.184450 + Penalty 3324.309960 = -3188317.874491
  nChanged 1753
		SP:Iteration 3F (4438.370000 sec): 3 clusters
  Score: Raw -3192732.509596 + Penalty 3324.309960 = -3189408.199636
  nChanged 2062
		SP:Iteration 4F (4438.440000 sec): 3 clusters
  Score: Raw -3194254.737541 + Penalty 3324.309960 = -3190930.427582
  nChanged 2216
		SP:Iteration 5F (4438.510000 sec): 3 clusters
  Score: Raw -3196042.327062 + Penalty 3324.309960 = -3192718.017103
  nChanged 1986
		SP:Iteration 6F (4438.590000 sec): 3 clusters
  Score: Raw -3197650.978935 + Penalty 3324.309960 = -3194326.668976
  nChanged 1580
		SP:Iteration 7F (4438.660000 sec): 3 clusters
  Score: Raw -3198902.134499 + Penalty 3324.309960 = -3195577.824540
  nChanged 1166
		SP:Iteration 8Q (4438.730000 sec): 3 clusters
  Score: Raw -3199792.742454 + Penalty 3324.309960 = -3196468.432494
  nChanged 828
		SP:Iteration 9Q (4438.810000 sec): 3 clusters
  Score: Raw -3200344.926059 + Penalty 3324.309960 = -3197020.616099
  nChanged 537
		SP:Iteration 10Q (4438.870000 sec): 3 clusters
  Score: Raw -3200684.755240 + Penalty 3324.309960 = -3197360.445280
  nChanged 367
		SP:Iteration 11Q (4438.940000 sec): 3 clusters
  Score: Raw -3200927.369153 + Penalty 3324.309960 = -3197603.059194
  nChanged 257
		SP:Iteration 12Q (4439.010000 sec): 3 clusters
  Score: Raw -3201096.806823 + Penalty 3324.309960 = -3197772.496864
  nChanged 176
		SP:Iteration 13Q (4439.070000 sec): 3 clusters
  Score: Raw -3201202.688172 + Penalty 3324.309960 = -3197878.378212
  nChanged 108
		SP:Iteration 14Q (4439.140000 sec): 3 clusters
  Score: Raw -3201256.466404 + Penalty 3324.309960 = -3197932.156445
  nChanged 59
		SP:Iteration 15Q (4439.200000 sec): 3 clusters
  Score: Raw -3201282.700331 + Penalty 3324.309960 = -3197958.390371
  nChanged 40
		SP:Iteration 16Q (4439.260000 sec): 3 clusters
  Score: Raw -3201300.105277 + Penalty 3324.309960 = -3197975.795317
  nChanged 39
		SP:Iteration 17Q (4439.320000 sec): 3 clusters
  Score: Raw -3201313.429871 + Penalty 3324.309960 = -3197989.119912
  nChanged 30
		SP:Iteration 18Q (4439.380000 sec): 3 clusters
  Score: Raw -3201325.210899 + Penalty 3324.309960 = -3198000.900939
  nChanged 23
		SP:Iteration 19Q (4439.430000 sec): 3 clusters
  Score: Raw -3201338.147845 + Penalty 3324.309960 = -3198013.837886
  nChanged 28
		SP:Iteration 20F (4439.510000 sec): 3 clusters
  Score: Raw -3201351.149607 + Penalty 3324.309960 = -3198026.839647
  nChanged 24
		SP:Iteration 21Q (4439.570000 sec): 3 clusters
  Score: Raw -3201360.167280 + Penalty 3324.309960 = -3198035.857321
  nChanged 18
		SP:Iteration 22Q (4439.620000 sec): 3 clusters
  Score: Raw -3201366.925142 + Penalty 3324.309960 = -3198042.615183
  nChanged 21
		SP:Iteration 23Q (4439.680000 sec): 3 clusters
  Score: Raw -3201374.100473 + Penalty 3324.309960 = -3198049.790513
  nChanged 17
		SP:Iteration 24Q (4439.740000 sec): 3 clusters
  Score: Raw -3201380.067477 + Penalty 3324.309960 = -3198055.757518
  nChanged 12
		SP:Iteration 25Q (4439.790000 sec): 3 clusters
  Score: Raw -3201385.313994 + Penalty 3324.309960 = -3198061.004034
  nChanged 15
		SP:Iteration 26Q (4439.850000 sec): 3 clusters
  Score: Raw -3201390.343428 + Penalty 3324.309960 = -3198066.033468
  nChanged 5
		SP:Iteration 27Q (4439.910000 sec): 3 clusters
  Score: Raw -3201392.011568 + Penalty 3324.309960 = -3198067.701609
  nChanged 6
		SP:Iteration 28Q (4439.970000 sec): 3 clusters
  Score: Raw -3201393.831823 + Penalty 3324.309960 = -3198069.521863
  nChanged 2
		SP:Iteration 29Q (4440.020000 sec): 3 clusters
  Score: Raw -3201394.912470 + Penalty 3324.309960 = -3198070.602510
  nChanged 3
		SP:Iteration 30Q (4440.080000 sec): 3 clusters
  Score: Raw -3201395.939413 + Penalty 3324.309960 = -3198071.629453
  nChanged 2
		SP:Iteration 31Q (4440.130000 sec): 3 clusters
  Score: Raw -3201396.218381 + Penalty 3324.309960 = -3198071.908421
  nChanged 1
		SP:Iteration 32Q (4440.190000 sec): 3 clusters
  Score: Raw -3201396.500500 + Penalty 3324.309960 = -3198072.190540
  nChanged 0
		SP:Iteration 33F (4440.260000 sec): 3 clusters
  Score: Raw -3201396.500500 + Penalty 3324.309960 = -3198072.190540
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4440.670000 sec): 2 clusters
  Score: Raw -16323714.849448 + Penalty 1925.392428 = -16321789.457020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4441.050000 sec): 3 clusters
  Score: Raw -16231814.506354 + Penalty 3850.784856 = -16227963.721499
  nChanged 67483
		SP:Iteration 1F (4441.420000 sec): 3 clusters
  Score: Raw -16272440.953139 + Penalty 3850.784856 = -16268590.168284
  nChanged 4780
		SP:Iteration 2Q (4441.810000 sec): 3 clusters
  Score: Raw -16273813.232446 + Penalty 3850.784856 = -16269962.447590
  nChanged 5116
		SP:Iteration 3Q (4442.190000 sec): 3 clusters
  Score: Raw -16275515.670341 + Penalty 3850.784856 = -16271664.885485
  nChanged 5764
		SP:Iteration 4Q (4442.580000 sec): 3 clusters
  Score: Raw -16277956.526034 + Penalty 3850.784856 = -16274105.741178
  nChanged 6531
		SP:Iteration 5Q (4442.960000 sec): 3 clusters
  Score: Raw -16281205.373390 + Penalty 3850.784856 = -16277354.588535
  nChanged 7202
		SP:Iteration 6F (4443.340000 sec): 3 clusters
  Score: Raw -16285253.391318 + Penalty 3850.784856 = -16281402.606463
  nChanged 7807
		SP:Iteration 7F (4443.710000 sec): 3 clusters
  Score: Raw -16290098.391573 + Penalty 3850.784856 = -16286247.606718
  nChanged 7832
		SP:Iteration 8F (4444.090000 sec): 3 clusters
  Score: Raw -16295107.803370 + Penalty 3850.784856 = -16291257.018514
  nChanged 7362
		SP:Iteration 9F (4444.460000 sec): 3 clusters
  Score: Raw -16299591.732298 + Penalty 3850.784856 = -16295740.947443
  nChanged 6298
		SP:Iteration 10Q (4444.830000 sec): 3 clusters
  Score: Raw -16303157.115326 + Penalty 3850.784856 = -16299306.330470
  nChanged 5111
		SP:Iteration 11Q (4445.190000 sec): 3 clusters
  Score: Raw -16305798.051996 + Penalty 3850.784856 = -16301947.267141
  nChanged 4153
		SP:Iteration 12Q (4445.540000 sec): 3 clusters
  Score: Raw -16307889.711467 + Penalty 3850.784856 = -16304038.926612
  nChanged 3698
		SP:Iteration 13Q (4445.880000 sec): 3 clusters
  Score: Raw -16309778.050271 + Penalty 3850.784856 = -16305927.265415
  nChanged 3367
		SP:Iteration 14Q (4446.210000 sec): 3 clusters
  Score: Raw -16311593.742860 + Penalty 3850.784856 = -16307742.958004
  nChanged 3276
		SP:Iteration 15Q (4446.550000 sec): 3 clusters
  Score: Raw -16313482.137802 + Penalty 3850.784856 = -16309631.352946
  nChanged 3143
		SP:Iteration 16Q (4446.870000 sec): 3 clusters
  Score: Raw -16315406.276942 + Penalty 3850.784856 = -16311555.492086
  nChanged 2860
		SP:Iteration 17Q (4447.180000 sec): 3 clusters
  Score: Raw -16317213.766552 + Penalty 3850.784856 = -16313362.981696
  nChanged 2462
		SP:Iteration 18Q (4447.490000 sec): 3 clusters
  Score: Raw -16318803.953107 + Penalty 3850.784856 = -16314953.168251
  nChanged 1990
		SP:Iteration 19Q (4447.780000 sec): 3 clusters
  Score: Raw -16320060.091594 + Penalty 3850.784856 = -16316209.306739
  nChanged 1655
		SP:Iteration 20F (4448.150000 sec): 3 clusters
  Score: Raw -16321108.694025 + Penalty 3850.784856 = -16317257.909169
  nChanged 1300
		SP:Iteration 21Q (4448.440000 sec): 3 clusters
  Score: Raw -16321922.425261 + Penalty 3850.784856 = -16318071.640406
  nChanged 975
		SP:Iteration 22Q (4448.720000 sec): 3 clusters
  Score: Raw -16322487.916174 + Penalty 3850.784856 = -16318637.131319
  nChanged 794
		SP:Iteration 23Q (4448.990000 sec): 3 clusters
  Score: Raw -16322934.373261 + Penalty 3850.784856 = -16319083.588405
  nChanged 577
		SP:Iteration 24Q (4449.260000 sec): 3 clusters
  Score: Raw -16323263.061620 + Penalty 3850.784856 = -16319412.276765
  nChanged 459
		SP:Iteration 25Q (4449.530000 sec): 3 clusters
  Score: Raw -16323509.492213 + Penalty 3850.784856 = -16319658.707357
  nChanged 313
		SP:Iteration 26Q (4449.800000 sec): 3 clusters
  Score: Raw -16323662.671538 + Penalty 3850.784856 = -16319811.886682
  nChanged 239
		SP:Iteration 27Q (4450.070000 sec): 3 clusters
  Score: Raw -16323774.374314 + Penalty 3850.784856 = -16319923.589458
  nChanged 189
		SP:Iteration 28Q (4450.330000 sec): 3 clusters
  Score: Raw -16323868.764624 + Penalty 3850.784856 = -16320017.979768
  nChanged 150
		SP:Iteration 29Q (4450.600000 sec): 3 clusters
  Score: Raw -16323931.719472 + Penalty 3850.784856 = -16320080.934616
  nChanged 108
		SP:Iteration 30Q (4450.870000 sec): 3 clusters
  Score: Raw -16323976.543379 + Penalty 3850.784856 = -16320125.758523
  nChanged 85
		SP:Iteration 31Q (4451.140000 sec): 3 clusters
  Score: Raw -16324014.871527 + Penalty 3850.784856 = -16320164.086672
  nChanged 73
		SP:Iteration 32Q (4451.410000 sec): 3 clusters
  Score: Raw -16324045.108723 + Penalty 3850.784856 = -16320194.323867
  nChanged 59
		SP:Iteration 33Q (4451.670000 sec): 3 clusters
  Score: Raw -16324070.871940 + Penalty 3850.784856 = -16320220.087084
  nChanged 51
		SP:Iteration 34Q (4451.940000 sec): 3 clusters
  Score: Raw -16324089.840447 + Penalty 3850.784856 = -16320239.055592
  nChanged 43
		SP:Iteration 35Q (4452.200000 sec): 3 clusters
  Score: Raw -16324105.673544 + Penalty 3850.784856 = -16320254.888688
  nChanged 38
		SP:Iteration 36Q (4452.470000 sec): 3 clusters
  Score: Raw -16324123.405844 + Penalty 3850.784856 = -16320272.620988
  nChanged 41
		SP:Iteration 37Q (4452.730000 sec): 3 clusters
  Score: Raw -16324140.191410 + Penalty 3850.784856 = -16320289.406555
  nChanged 30
		SP:Iteration 38Q (4452.990000 sec): 3 clusters
  Score: Raw -16324150.004698 + Penalty 3850.784856 = -16320299.219842
  nChanged 26
		SP:Iteration 39Q (4453.260000 sec): 3 clusters
  Score: Raw -16324156.970269 + Penalty 3850.784856 = -16320306.185413
  nChanged 21
		SP:Iteration 40F (4453.630000 sec): 3 clusters
  Score: Raw -16324163.714473 + Penalty 3850.784856 = -16320312.929617
  nChanged 14
		SP:Iteration 41Q (4453.900000 sec): 3 clusters
  Score: Raw -16324168.774926 + Penalty 3850.784856 = -16320317.990070
  nChanged 14
		SP:Iteration 42Q (4454.160000 sec): 3 clusters
  Score: Raw -16324172.925840 + Penalty 3850.784856 = -16320322.140984
  nChanged 8
		SP:Iteration 43Q (4454.420000 sec): 3 clusters
  Score: Raw -16324174.870528 + Penalty 3850.784856 = -16320324.085673
  nChanged 6
		SP:Iteration 44Q (4454.690000 sec): 3 clusters
  Score: Raw -16324176.250599 + Penalty 3850.784856 = -16320325.465743
  nChanged 5
		SP:Iteration 45Q (4454.950000 sec): 3 clusters
  Score: Raw -16324177.557224 + Penalty 3850.784856 = -16320326.772368
  nChanged 3
		SP:Iteration 46Q (4455.210000 sec): 3 clusters
  Score: Raw -16324178.534370 + Penalty 3850.784856 = -16320327.749514
  nChanged 3
		SP:Iteration 47Q (4455.470000 sec): 3 clusters
  Score: Raw -16324179.075877 + Penalty 3850.784856 = -16320328.291021
  nChanged 1
		SP:Iteration 48Q (4455.730000 sec): 3 clusters
  Score: Raw -16324179.337150 + Penalty 3850.784856 = -16320328.552294
  nChanged 3
		SP:Iteration 49Q (4455.990000 sec): 3 clusters
  Score: Raw -16324180.503766 + Penalty 3850.784856 = -16320329.718910
  nChanged 4
		SP:Iteration 50Q (4456.260000 sec): 3 clusters
  Score: Raw -16324181.374315 + Penalty 3850.784856 = -16320330.589459
  nChanged 2
		SP:Iteration 51Q (4456.520000 sec): 3 clusters
  Score: Raw -16324181.776069 + Penalty 3850.784856 = -16320330.991213
  nChanged 1
		SP:Iteration 52Q (4456.790000 sec): 3 clusters
  Score: Raw -16324181.939338 + Penalty 3850.784856 = -16320331.154482
  nChanged 3
		SP:Iteration 53Q (4457.050000 sec): 3 clusters
  Score: Raw -16324182.990108 + Penalty 3850.784856 = -16320332.205253
  nChanged 6
		SP:Iteration 54Q (4457.310000 sec): 3 clusters
  Score: Raw -16324184.381316 + Penalty 3850.784856 = -16320333.596461
  nChanged 6
		SP:Iteration 55Q (4457.570000 sec): 3 clusters
  Score: Raw -16324186.044755 + Penalty 3850.784856 = -16320335.259899
  nChanged 6
		SP:Iteration 56Q (4457.830000 sec): 3 clusters
  Score: Raw -16324187.564014 + Penalty 3850.784856 = -16320336.779159
  nChanged 6
		SP:Iteration 57Q (4458.090000 sec): 3 clusters
  Score: Raw -16324189.591261 + Penalty 3850.784856 = -16320338.806405
  nChanged 11
		SP:Iteration 58Q (4458.350000 sec): 3 clusters
  Score: Raw -16324192.824763 + Penalty 3850.784856 = -16320342.039908
  nChanged 7
		SP:Iteration 59Q (4458.620000 sec): 3 clusters
  Score: Raw -16324194.668364 + Penalty 3850.784856 = -16320343.883508
  nChanged 4
		SP:Iteration 60F (4458.980000 sec): 3 clusters
  Score: Raw -16324196.077522 + Penalty 3850.784856 = -16320345.292666
  nChanged 4
		SP:Iteration 61Q (4459.250000 sec): 3 clusters
  Score: Raw -16324197.390965 + Penalty 3850.784856 = -16320346.606110
  nChanged 5
		SP:Iteration 62Q (4459.500000 sec): 3 clusters
  Score: Raw -16324198.932685 + Penalty 3850.784856 = -16320348.147829
  nChanged 6
		SP:Iteration 63Q (4459.770000 sec): 3 clusters
  Score: Raw -16324200.532532 + Penalty 3850.784856 = -16320349.747676
  nChanged 6
		SP:Iteration 64Q (4460.030000 sec): 3 clusters
  Score: Raw -16324201.951209 + Penalty 3850.784856 = -16320351.166353
  nChanged 1
		SP:Iteration 65Q (4460.290000 sec): 3 clusters
  Score: Raw -16324202.223041 + Penalty 3850.784856 = -16320351.438186
  nChanged 2
		SP:Iteration 66Q (4460.550000 sec): 3 clusters
  Score: Raw -16324203.308659 + Penalty 3850.784856 = -16320352.523803
  nChanged 3
		SP:Iteration 67Q (4460.810000 sec): 3 clusters
  Score: Raw -16324204.229322 + Penalty 3850.784856 = -16320353.444466
  nChanged 4
		SP:Iteration 68Q (4461.070000 sec): 3 clusters
  Score: Raw -16324205.416660 + Penalty 3850.784856 = -16320354.631805
  nChanged 3
		SP:Iteration 69Q (4461.330000 sec): 3 clusters
  Score: Raw -16324206.655322 + Penalty 3850.784856 = -16320355.870466
  nChanged 10
		SP:Iteration 70Q (4461.590000 sec): 3 clusters
  Score: Raw -16324210.021759 + Penalty 3850.784856 = -16320359.236903
  nChanged 7
		SP:Iteration 71Q (4461.850000 sec): 3 clusters
  Score: Raw -16324212.122937 + Penalty 3850.784856 = -16320361.338082
  nChanged 7
		SP:Iteration 72Q (4462.110000 sec): 3 clusters
  Score: Raw -16324214.231366 + Penalty 3850.784856 = -16320363.446511
  nChanged 5
		SP:Iteration 73Q (4462.370000 sec): 3 clusters
  Score: Raw -16324215.743836 + Penalty 3850.784856 = -16320364.958980
  nChanged 5
		SP:Iteration 74Q (4462.630000 sec): 3 clusters
  Score: Raw -16324217.768848 + Penalty 3850.784856 = -16320366.983993
  nChanged 8
		SP:Iteration 75Q (4462.900000 sec): 3 clusters
  Score: Raw -16324219.811049 + Penalty 3850.784856 = -16320369.026193
  nChanged 3
		SP:Iteration 76Q (4463.160000 sec): 3 clusters
  Score: Raw -16324220.376835 + Penalty 3850.784856 = -16320369.591979
  nChanged 3
		SP:Iteration 77Q (4463.420000 sec): 3 clusters
  Score: Raw -16324221.050817 + Penalty 3850.784856 = -16320370.265961
  nChanged 0
		SP:Iteration 78F (4463.790000 sec): 3 clusters
  Score: Raw -16324221.050817 + Penalty 3850.784856 = -16320370.265961
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (18925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4463.900000 sec): 2 clusters
  Score: Raw -2165524.626635 + Penalty 1600.338850 = -2163924.287785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4463.950000 sec): 3 clusters
  Score: Raw -2154198.515825 + Penalty 3200.677700 = -2150997.838124
  nChanged 8485
		SP:Iteration 1F (4464.000000 sec): 3 clusters
  Score: Raw -2159043.081355 + Penalty 3200.677700 = -2155842.403655
  nChanged 1162
		SP:Iteration 2F (4464.050000 sec): 3 clusters
  Score: Raw -2159602.405942 + Penalty 3200.677700 = -2156401.728242
  nChanged 1181
		SP:Iteration 3F (4464.090000 sec): 3 clusters
  Score: Raw -2160290.078671 + Penalty 3200.677700 = -2157089.400971
  nChanged 1299
		SP:Iteration 4F (4464.140000 sec): 3 clusters
  Score: Raw -2161103.292957 + Penalty 3200.677700 = -2157902.615257
  nChanged 1207
		SP:Iteration 5F (4464.190000 sec): 3 clusters
  Score: Raw -2161921.778137 + Penalty 3200.677700 = -2158721.100437
  nChanged 1205
		SP:Iteration 6F (4464.240000 sec): 3 clusters
  Score: Raw -2162745.916034 + Penalty 3200.677700 = -2159545.238333
  nChanged 1033
		SP:Iteration 7F (4464.290000 sec): 3 clusters
  Score: Raw -2163459.711190 + Penalty 3200.677700 = -2160259.033490
  nChanged 865
		SP:Iteration 8Q (4464.340000 sec): 3 clusters
  Score: Raw -2164057.992993 + Penalty 3200.677700 = -2160857.315292
  nChanged 685
		SP:Iteration 9Q (4464.390000 sec): 3 clusters
  Score: Raw -2164548.269086 + Penalty 3200.677700 = -2161347.591386
  nChanged 536
		SP:Iteration 10Q (4464.430000 sec): 3 clusters
  Score: Raw -2164945.747911 + Penalty 3200.677700 = -2161745.070211
  nChanged 394
		SP:Iteration 11Q (4464.480000 sec): 3 clusters
  Score: Raw -2165263.248784 + Penalty 3200.677700 = -2162062.571083
  nChanged 290
		SP:Iteration 12Q (4464.530000 sec): 3 clusters
  Score: Raw -2165491.395501 + Penalty 3200.677700 = -2162290.717801
  nChanged 188
		SP:Iteration 13Q (4464.570000 sec): 3 clusters
  Score: Raw -2165670.671565 + Penalty 3200.677700 = -2162469.993864
  nChanged 109
		SP:Iteration 14Q (4464.610000 sec): 3 clusters
  Score: Raw -2165775.807335 + Penalty 3200.677700 = -2162575.129634
  nChanged 89
		SP:Iteration 15Q (4464.650000 sec): 3 clusters
  Score: Raw -2165839.476487 + Penalty 3200.677700 = -2162638.798786
  nChanged 58
		SP:Iteration 16Q (4464.690000 sec): 3 clusters
  Score: Raw -2165871.110730 + Penalty 3200.677700 = -2162670.433030
  nChanged 54
		SP:Iteration 17Q (4464.730000 sec): 3 clusters
  Score: Raw -2165898.135493 + Penalty 3200.677700 = -2162697.457792
  nChanged 38
		SP:Iteration 18Q (4464.760000 sec): 3 clusters
  Score: Raw -2165914.851197 + Penalty 3200.677700 = -2162714.173496
  nChanged 40
		SP:Iteration 19Q (4464.800000 sec): 3 clusters
  Score: Raw -2165928.156647 + Penalty 3200.677700 = -2162727.478946
  nChanged 33
		SP:Iteration 20F (4464.850000 sec): 3 clusters
  Score: Raw -2165938.630770 + Penalty 3200.677700 = -2162737.953069
  nChanged 26
		SP:Iteration 21Q (4464.890000 sec): 3 clusters
  Score: Raw -2165949.081893 + Penalty 3200.677700 = -2162748.404192
  nChanged 28
		SP:Iteration 22Q (4464.930000 sec): 3 clusters
  Score: Raw -2165960.025238 + Penalty 3200.677700 = -2162759.347538
  nChanged 33
		SP:Iteration 23Q (4464.970000 sec): 3 clusters
  Score: Raw -2165971.842829 + Penalty 3200.677700 = -2162771.165128
  nChanged 25
		SP:Iteration 24Q (4465.000000 sec): 3 clusters
  Score: Raw -2165981.175802 + Penalty 3200.677700 = -2162780.498101
  nChanged 19
		SP:Iteration 25Q (4465.040000 sec): 3 clusters
  Score: Raw -2165988.284714 + Penalty 3200.677700 = -2162787.607014
  nChanged 24
		SP:Iteration 26Q (4465.080000 sec): 3 clusters
  Score: Raw -2165996.237429 + Penalty 3200.677700 = -2162795.559729
  nChanged 19
		SP:Iteration 27Q (4465.120000 sec): 3 clusters
  Score: Raw -2166003.447409 + Penalty 3200.677700 = -2162802.769709
  nChanged 15
		SP:Iteration 28Q (4465.150000 sec): 3 clusters
  Score: Raw -2166008.018364 + Penalty 3200.677700 = -2162807.340663
  nChanged 18
		SP:Iteration 29Q (4465.190000 sec): 3 clusters
  Score: Raw -2166013.522753 + Penalty 3200.677700 = -2162812.845052
  nChanged 12
		SP:Iteration 30Q (4465.230000 sec): 3 clusters
  Score: Raw -2166016.280038 + Penalty 3200.677700 = -2162815.602337
  nChanged 11
		SP:Iteration 31Q (4465.260000 sec): 3 clusters
  Score: Raw -2166018.630060 + Penalty 3200.677700 = -2162817.952360
  nChanged 8
		SP:Iteration 32Q (4465.300000 sec): 3 clusters
  Score: Raw -2166020.460686 + Penalty 3200.677700 = -2162819.782985
  nChanged 10
		SP:Iteration 33Q (4465.340000 sec): 3 clusters
  Score: Raw -2166023.784521 + Penalty 3200.677700 = -2162823.106820
  nChanged 9
		SP:Iteration 34Q (4465.380000 sec): 3 clusters
  Score: Raw -2166025.802007 + Penalty 3200.677700 = -2162825.124306
  nChanged 5
		SP:Iteration 35Q (4465.420000 sec): 3 clusters
  Score: Raw -2166026.575587 + Penalty 3200.677700 = -2162825.897886
  nChanged 4
		SP:Iteration 36Q (4465.460000 sec): 3 clusters
  Score: Raw -2166027.160188 + Penalty 3200.677700 = -2162826.482488
  nChanged 3
		SP:Iteration 37Q (4465.490000 sec): 3 clusters
  Score: Raw -2166027.973545 + Penalty 3200.677700 = -2162827.295844
  nChanged 0
		SP:Iteration 38F (4465.540000 sec): 3 clusters
  Score: Raw -2166027.973545 + Penalty 3200.677700 = -2162827.295844
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4465.650000 sec): 2 clusters
  Score: Raw -3837662.257689 + Penalty 1702.934215 = -3835959.323474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4465.750000 sec): 3 clusters
  Score: Raw -3815544.725861 + Penalty 3405.868431 = -3812138.857430
  nChanged 16451
		SP:Iteration 1F (4465.840000 sec): 3 clusters
  Score: Raw -3825133.132853 + Penalty 3405.868431 = -3821727.264422
  nChanged 1999
		SP:Iteration 2F (4465.940000 sec): 3 clusters
  Score: Raw -3826171.340593 + Penalty 3405.868431 = -3822765.472162
  nChanged 2121
		SP:Iteration 3F (4466.040000 sec): 3 clusters
  Score: Raw -3827324.137815 + Penalty 3405.868431 = -3823918.269384
  nChanged 2161
		SP:Iteration 4F (4466.130000 sec): 3 clusters
  Score: Raw -3828474.863679 + Penalty 3405.868431 = -3825068.995249
  nChanged 2066
		SP:Iteration 5F (4466.220000 sec): 3 clusters
  Score: Raw -3829627.171935 + Penalty 3405.868431 = -3826221.303505
  nChanged 1915
		SP:Iteration 6F (4466.320000 sec): 3 clusters
  Score: Raw -3830673.533925 + Penalty 3405.868431 = -3827267.665494
  nChanged 1754
		SP:Iteration 7Q (4466.420000 sec): 3 clusters
  Score: Raw -3831636.101586 + Penalty 3405.868431 = -3828230.233155
  nChanged 1613
		SP:Iteration 8Q (4466.510000 sec): 3 clusters
  Score: Raw -3832517.312797 + Penalty 3405.868431 = -3829111.444367
  nChanged 1419
		SP:Iteration 9Q (4466.600000 sec): 3 clusters
  Score: Raw -3833281.208481 + Penalty 3405.868431 = -3829875.340050
  nChanged 1324
		SP:Iteration 10Q (4466.700000 sec): 3 clusters
  Score: Raw -3834000.763334 + Penalty 3405.868431 = -3830594.894904
  nChanged 1195
		SP:Iteration 11Q (4466.790000 sec): 3 clusters
  Score: Raw -3834671.792306 + Penalty 3405.868431 = -3831265.923876
  nChanged 980
		SP:Iteration 12Q (4466.880000 sec): 3 clusters
  Score: Raw -3835231.744009 + Penalty 3405.868431 = -3831825.875578
  nChanged 894
		SP:Iteration 13Q (4466.970000 sec): 3 clusters
  Score: Raw -3835790.644504 + Penalty 3405.868431 = -3832384.776073
  nChanged 779
		SP:Iteration 14Q (4467.060000 sec): 3 clusters
  Score: Raw -3836283.055567 + Penalty 3405.868431 = -3832877.187136
  nChanged 662
		SP:Iteration 15Q (4467.140000 sec): 3 clusters
  Score: Raw -3836678.173647 + Penalty 3405.868431 = -3833272.305217
  nChanged 542
		SP:Iteration 16Q (4467.220000 sec): 3 clusters
  Score: Raw -3836990.528394 + Penalty 3405.868431 = -3833584.659964
  nChanged 440
		SP:Iteration 17Q (4467.300000 sec): 3 clusters
  Score: Raw -3837244.484400 + Penalty 3405.868431 = -3833838.615969
  nChanged 378
		SP:Iteration 18Q (4467.370000 sec): 3 clusters
  Score: Raw -3837455.396508 + Penalty 3405.868431 = -3834049.528078
  nChanged 302
		SP:Iteration 19Q (4467.450000 sec): 3 clusters
  Score: Raw -3837614.378683 + Penalty 3405.868431 = -3834208.510253
  nChanged 228
		SP:Iteration 20F (4467.540000 sec): 3 clusters
  Score: Raw -3837726.192013 + Penalty 3405.868431 = -3834320.323582
  nChanged 181
		SP:Iteration 21Q (4467.620000 sec): 3 clusters
  Score: Raw -3837824.654211 + Penalty 3405.868431 = -3834418.785780
  nChanged 143
		SP:Iteration 22Q (4467.690000 sec): 3 clusters
  Score: Raw -3837894.666373 + Penalty 3405.868431 = -3834488.797943
  nChanged 113
		SP:Iteration 23Q (4467.760000 sec): 3 clusters
  Score: Raw -3837952.926123 + Penalty 3405.868431 = -3834547.057692
  nChanged 104
		SP:Iteration 24Q (4467.830000 sec): 3 clusters
  Score: Raw -3838020.850336 + Penalty 3405.868431 = -3834614.981906
  nChanged 90
		SP:Iteration 25Q (4467.900000 sec): 3 clusters
  Score: Raw -3838077.565207 + Penalty 3405.868431 = -3834671.696777
  nChanged 82
		SP:Iteration 26Q (4467.980000 sec): 3 clusters
  Score: Raw -3838113.993210 + Penalty 3405.868431 = -3834708.124779
  nChanged 74
		SP:Iteration 27Q (4468.040000 sec): 3 clusters
  Score: Raw -3838149.805583 + Penalty 3405.868431 = -3834743.937153
  nChanged 62
		SP:Iteration 28Q (4468.120000 sec): 3 clusters
  Score: Raw -3838175.454394 + Penalty 3405.868431 = -3834769.585963
  nChanged 49
		SP:Iteration 29Q (4468.180000 sec): 3 clusters
  Score: Raw -3838196.795190 + Penalty 3405.868431 = -3834790.926760
  nChanged 42
		SP:Iteration 30Q (4468.260000 sec): 3 clusters
  Score: Raw -3838215.149626 + Penalty 3405.868431 = -3834809.281196
  nChanged 41
		SP:Iteration 31Q (4468.320000 sec): 3 clusters
  Score: Raw -3838236.691204 + Penalty 3405.868431 = -3834830.822773
  nChanged 49
		SP:Iteration 32Q (4468.390000 sec): 3 clusters
  Score: Raw -3838264.075143 + Penalty 3405.868431 = -3834858.206713
  nChanged 46
		SP:Iteration 33Q (4468.470000 sec): 3 clusters
  Score: Raw -3838287.086464 + Penalty 3405.868431 = -3834881.218033
  nChanged 30
		SP:Iteration 34Q (4468.540000 sec): 3 clusters
  Score: Raw -3838302.140221 + Penalty 3405.868431 = -3834896.271790
  nChanged 34
		SP:Iteration 35Q (4468.600000 sec): 3 clusters
  Score: Raw -3838318.990919 + Penalty 3405.868431 = -3834913.122489
  nChanged 26
		SP:Iteration 36Q (4468.680000 sec): 3 clusters
  Score: Raw -3838328.192087 + Penalty 3405.868431 = -3834922.323656
  nChanged 16
		SP:Iteration 37Q (4468.740000 sec): 3 clusters
  Score: Raw -3838334.291256 + Penalty 3405.868431 = -3834928.422825
  nChanged 11
		SP:Iteration 38Q (4468.810000 sec): 3 clusters
  Score: Raw -3838338.067409 + Penalty 3405.868431 = -3834932.198978
  nChanged 11
		SP:Iteration 39Q (4468.880000 sec): 3 clusters
  Score: Raw -3838343.296364 + Penalty 3405.868431 = -3834937.427933
  nChanged 14
		SP:Iteration 40F (4468.970000 sec): 3 clusters
  Score: Raw -3838348.670342 + Penalty 3405.868431 = -3834942.801912
  nChanged 19
		SP:Iteration 41Q (4469.040000 sec): 3 clusters
  Score: Raw -3838355.925885 + Penalty 3405.868431 = -3834950.057454
  nChanged 12
		SP:Iteration 42Q (4469.110000 sec): 3 clusters
  Score: Raw -3838359.550732 + Penalty 3405.868431 = -3834953.682302
  nChanged 13
		SP:Iteration 43Q (4469.180000 sec): 3 clusters
  Score: Raw -3838363.310984 + Penalty 3405.868431 = -3834957.442554
  nChanged 10
		SP:Iteration 44Q (4469.250000 sec): 3 clusters
  Score: Raw -3838366.615195 + Penalty 3405.868431 = -3834960.746765
  nChanged 9
		SP:Iteration 45Q (4469.320000 sec): 3 clusters
  Score: Raw -3838369.265258 + Penalty 3405.868431 = -3834963.396828
  nChanged 9
		SP:Iteration 46Q (4469.380000 sec): 3 clusters
  Score: Raw -3838371.759778 + Penalty 3405.868431 = -3834965.891348
  nChanged 6
		SP:Iteration 47Q (4469.450000 sec): 3 clusters
  Score: Raw -3838373.863687 + Penalty 3405.868431 = -3834967.995256
  nChanged 9
		SP:Iteration 48Q (4469.520000 sec): 3 clusters
  Score: Raw -3838376.623803 + Penalty 3405.868431 = -3834970.755373
  nChanged 8
		SP:Iteration 49Q (4469.590000 sec): 3 clusters
  Score: Raw -3838379.578152 + Penalty 3405.868431 = -3834973.709721
  nChanged 10
		SP:Iteration 50Q (4469.660000 sec): 3 clusters
  Score: Raw -3838382.861247 + Penalty 3405.868431 = -3834976.992816
  nChanged 6
		SP:Iteration 51Q (4469.720000 sec): 3 clusters
  Score: Raw -3838385.725301 + Penalty 3405.868431 = -3834979.856870
  nChanged 5
		SP:Iteration 52Q (4469.790000 sec): 3 clusters
  Score: Raw -3838387.438629 + Penalty 3405.868431 = -3834981.570199
  nChanged 3
		SP:Iteration 53Q (4469.860000 sec): 3 clusters
  Score: Raw -3838388.031250 + Penalty 3405.868431 = -3834982.162819
  nChanged 1
		SP:Iteration 54Q (4469.920000 sec): 3 clusters
  Score: Raw -3838388.315567 + Penalty 3405.868431 = -3834982.447136
  nChanged 1
		SP:Iteration 55Q (4469.990000 sec): 3 clusters
  Score: Raw -3838388.608837 + Penalty 3405.868431 = -3834982.740407
  nChanged 3
		SP:Iteration 56Q (4470.060000 sec): 3 clusters
  Score: Raw -3838389.483371 + Penalty 3405.868431 = -3834983.614940
  nChanged 3
		SP:Iteration 57Q (4470.130000 sec): 3 clusters
  Score: Raw -3838391.237382 + Penalty 3405.868431 = -3834985.368952
  nChanged 5
		SP:Iteration 58Q (4470.200000 sec): 3 clusters
  Score: Raw -3838393.493962 + Penalty 3405.868431 = -3834987.625532
  nChanged 8
		SP:Iteration 59Q (4470.270000 sec): 3 clusters
  Score: Raw -3838395.945059 + Penalty 3405.868431 = -3834990.076628
  nChanged 2
		SP:Iteration 60F (4470.370000 sec): 3 clusters
  Score: Raw -3838396.874171 + Penalty 3405.868431 = -3834991.005740
  nChanged 3
		SP:Iteration 61Q (4470.430000 sec): 3 clusters
  Score: Raw -3838397.517136 + Penalty 3405.868431 = -3834991.648706
  nChanged 3
		SP:Iteration 62Q (4470.510000 sec): 3 clusters
  Score: Raw -3838398.621941 + Penalty 3405.868431 = -3834992.753510
  nChanged 4
		SP:Iteration 63Q (4470.570000 sec): 3 clusters
  Score: Raw -3838399.791821 + Penalty 3405.868431 = -3834993.923390
  nChanged 1
		SP:Iteration 64Q (4470.640000 sec): 3 clusters
  Score: Raw -3838400.064902 + Penalty 3405.868431 = -3834994.196471
  nChanged 2
		SP:Iteration 65Q (4470.710000 sec): 3 clusters
  Score: Raw -3838400.708947 + Penalty 3405.868431 = -3834994.840516
  nChanged 2
		SP:Iteration 66Q (4470.780000 sec): 3 clusters
  Score: Raw -3838401.176731 + Penalty 3405.868431 = -3834995.308300
  nChanged 3
		SP:Iteration 67Q (4470.850000 sec): 3 clusters
  Score: Raw -3838402.078084 + Penalty 3405.868431 = -3834996.209654
  nChanged 0
		SP:Iteration 68F (4470.940000 sec): 3 clusters
  Score: Raw -3838402.078084 + Penalty 3405.868431 = -3834996.209654
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4471.050000 sec): 2 clusters
  Score: Raw -4299774.579253 + Penalty 1708.045562 = -4298066.533691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4471.150000 sec): 3 clusters
  Score: Raw -4276910.036418 + Penalty 3416.091124 = -4273493.945294
  nChanged 17021
		SP:Iteration 1F (4471.240000 sec): 3 clusters
  Score: Raw -4286626.609989 + Penalty 3416.091124 = -4283210.518865
  nChanged 1904
		SP:Iteration 2F (4471.340000 sec): 3 clusters
  Score: Raw -4287450.644609 + Penalty 3416.091124 = -4284034.553486
  nChanged 2236
		SP:Iteration 3F (4471.440000 sec): 3 clusters
  Score: Raw -4288676.136180 + Penalty 3416.091124 = -4285260.045056
  nChanged 2618
		SP:Iteration 4F (4471.540000 sec): 3 clusters
  Score: Raw -4290511.468551 + Penalty 3416.091124 = -4287095.377427
  nChanged 3055
		SP:Iteration 5F (4471.640000 sec): 3 clusters
  Score: Raw -4293110.799610 + Penalty 3416.091124 = -4289694.708486
  nChanged 2824
		SP:Iteration 6F (4471.730000 sec): 3 clusters
  Score: Raw -4295651.756027 + Penalty 3416.091124 = -4292235.664904
  nChanged 2080
		SP:Iteration 7F (4471.830000 sec): 3 clusters
  Score: Raw -4297552.355356 + Penalty 3416.091124 = -4294136.264233
  nChanged 1305
		SP:Iteration 8Q (4471.930000 sec): 3 clusters
  Score: Raw -4298726.807546 + Penalty 3416.091124 = -4295310.716423
  nChanged 694
		SP:Iteration 9Q (4472.030000 sec): 3 clusters
  Score: Raw -4299348.005975 + Penalty 3416.091124 = -4295931.914851
  nChanged 355
		SP:Iteration 10Q (4472.110000 sec): 3 clusters
  Score: Raw -4299659.214910 + Penalty 3416.091124 = -4296243.123786
  nChanged 163
		SP:Iteration 11Q (4472.190000 sec): 3 clusters
  Score: Raw -4299811.506968 + Penalty 3416.091124 = -4296395.415844
  nChanged 81
		SP:Iteration 12Q (4472.270000 sec): 3 clusters
  Score: Raw -4299906.489422 + Penalty 3416.091124 = -4296490.398298
  nChanged 45
		SP:Iteration 13Q (4472.340000 sec): 3 clusters
  Score: Raw -4299959.203221 + Penalty 3416.091124 = -4296543.112098
  nChanged 20
		SP:Iteration 14Q (4472.410000 sec): 3 clusters
  Score: Raw -4299982.396347 + Penalty 3416.091124 = -4296566.305224
  nChanged 14
		SP:Iteration 15Q (4472.480000 sec): 3 clusters
  Score: Raw -4299997.002793 + Penalty 3416.091124 = -4296580.911669
  nChanged 11
		SP:Iteration 16Q (4472.550000 sec): 3 clusters
  Score: Raw -4300010.365332 + Penalty 3416.091124 = -4296594.274208
  nChanged 9
		SP:Iteration 17Q (4472.620000 sec): 3 clusters
  Score: Raw -4300024.185484 + Penalty 3416.091124 = -4296608.094360
  nChanged 14
		SP:Iteration 18Q (4472.690000 sec): 3 clusters
  Score: Raw -4300040.780792 + Penalty 3416.091124 = -4296624.689668
  nChanged 10
		SP:Iteration 19Q (4472.760000 sec): 3 clusters
  Score: Raw -4300050.663574 + Penalty 3416.091124 = -4296634.572451
  nChanged 11
		SP:Iteration 20F (4472.860000 sec): 3 clusters
  Score: Raw -4300059.701681 + Penalty 3416.091124 = -4296643.610558
  nChanged 12
		SP:Iteration 21Q (4472.930000 sec): 3 clusters
  Score: Raw -4300066.032220 + Penalty 3416.091124 = -4296649.941096
  nChanged 6
		SP:Iteration 22Q (4473.000000 sec): 3 clusters
  Score: Raw -4300070.635725 + Penalty 3416.091124 = -4296654.544601
  nChanged 5
		SP:Iteration 23Q (4473.070000 sec): 3 clusters
  Score: Raw -4300079.256307 + Penalty 3416.091124 = -4296663.165184
  nChanged 10
		SP:Iteration 24Q (4473.140000 sec): 3 clusters
  Score: Raw -4300089.923998 + Penalty 3416.091124 = -4296673.832875
  nChanged 8
		SP:Iteration 25Q (4473.210000 sec): 3 clusters
  Score: Raw -4300099.427483 + Penalty 3416.091124 = -4296683.336360
  nChanged 3
		SP:Iteration 26Q (4473.280000 sec): 3 clusters
  Score: Raw -4300104.220811 + Penalty 3416.091124 = -4296688.129687
  nChanged 4
		SP:Iteration 27Q (4473.350000 sec): 3 clusters
  Score: Raw -4300109.437544 + Penalty 3416.091124 = -4296693.346421
  nChanged 3
		SP:Iteration 28Q (4473.420000 sec): 3 clusters
  Score: Raw -4300111.626442 + Penalty 3416.091124 = -4296695.535319
  nChanged 3
		SP:Iteration 29Q (4473.490000 sec): 3 clusters
  Score: Raw -4300115.971766 + Penalty 3416.091124 = -4296699.880642
  nChanged 2
		SP:Iteration 30Q (4473.550000 sec): 3 clusters
  Score: Raw -4300117.322453 + Penalty 3416.091124 = -4296701.231329
  nChanged 1
		SP:Iteration 31Q (4473.630000 sec): 3 clusters
  Score: Raw -4300117.837104 + Penalty 3416.091124 = -4296701.745981
  nChanged 0
		SP:Iteration 32F (4473.730000 sec): 3 clusters
  Score: Raw -4300117.837104 + Penalty 3416.091124 = -4296701.745981
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4473.780000 sec): 2 clusters
  Score: Raw -1420764.741063 + Penalty 1531.714520 = -1419233.026543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4473.810000 sec): 3 clusters
  Score: Raw -1413607.015900 + Penalty 3063.429039 = -1410543.586860
  nChanged 5442
		SP:Iteration 1F (4473.850000 sec): 3 clusters
  Score: Raw -1416518.774151 + Penalty 3063.429039 = -1413455.345112
  nChanged 734
		SP:Iteration 2F (4473.880000 sec): 3 clusters
  Score: Raw -1416851.245932 + Penalty 3063.429039 = -1413787.816893
  nChanged 703
		SP:Iteration 3F (4473.910000 sec): 3 clusters
  Score: Raw -1417174.137137 + Penalty 3063.429039 = -1414110.708097
  nChanged 646
		SP:Iteration 4F (4473.950000 sec): 3 clusters
  Score: Raw -1417501.609829 + Penalty 3063.429039 = -1414438.180790
  nChanged 620
		SP:Iteration 5Q (4473.980000 sec): 3 clusters
  Score: Raw -1417823.617447 + Penalty 3063.429039 = -1414760.188408
  nChanged 628
		SP:Iteration 6F (4474.010000 sec): 3 clusters
  Score: Raw -1418133.988547 + Penalty 3063.429039 = -1415070.559508
  nChanged 579
		SP:Iteration 7Q (4474.040000 sec): 3 clusters
  Score: Raw -1418427.813755 + Penalty 3063.429039 = -1415364.384716
  nChanged 546
		SP:Iteration 8Q (4474.070000 sec): 3 clusters
  Score: Raw -1418711.852094 + Penalty 3063.429039 = -1415648.423054
  nChanged 514
		SP:Iteration 9Q (4474.100000 sec): 3 clusters
  Score: Raw -1418977.802744 + Penalty 3063.429039 = -1415914.373705
  nChanged 461
		SP:Iteration 10Q (4474.130000 sec): 3 clusters
  Score: Raw -1419207.709244 + Penalty 3063.429039 = -1416144.280205
  nChanged 421
		SP:Iteration 11Q (4474.170000 sec): 3 clusters
  Score: Raw -1419406.100805 + Penalty 3063.429039 = -1416342.671766
  nChanged 366
		SP:Iteration 12Q (4474.200000 sec): 3 clusters
  Score: Raw -1419589.658424 + Penalty 3063.429039 = -1416526.229384
  nChanged 361
		SP:Iteration 13Q (4474.230000 sec): 3 clusters
  Score: Raw -1419755.006900 + Penalty 3063.429039 = -1416691.577860
  nChanged 307
		SP:Iteration 14Q (4474.260000 sec): 3 clusters
  Score: Raw -1419896.773858 + Penalty 3063.429039 = -1416833.344819
  nChanged 277
		SP:Iteration 15Q (4474.290000 sec): 3 clusters
  Score: Raw -1420022.373939 + Penalty 3063.429039 = -1416958.944900
  nChanged 275
		SP:Iteration 16Q (4474.320000 sec): 3 clusters
  Score: Raw -1420155.242605 + Penalty 3063.429039 = -1417091.813566
  nChanged 223
		SP:Iteration 17Q (4474.350000 sec): 3 clusters
  Score: Raw -1420275.247551 + Penalty 3063.429039 = -1417211.818512
  nChanged 230
		SP:Iteration 18Q (4474.380000 sec): 3 clusters
  Score: Raw -1420391.826257 + Penalty 3063.429039 = -1417328.397217
  nChanged 200
		SP:Iteration 19Q (4474.410000 sec): 3 clusters
  Score: Raw -1420494.095405 + Penalty 3063.429039 = -1417430.666366
  nChanged 179
		SP:Iteration 20F (4474.440000 sec): 3 clusters
  Score: Raw -1420594.427870 + Penalty 3063.429039 = -1417530.998830
  nChanged 156
		SP:Iteration 21Q (4474.470000 sec): 3 clusters
  Score: Raw -1420688.206903 + Penalty 3063.429039 = -1417624.777863
  nChanged 117
		SP:Iteration 22Q (4474.500000 sec): 3 clusters
  Score: Raw -1420760.213423 + Penalty 3063.429039 = -1417696.784384
  nChanged 89
		SP:Iteration 23Q (4474.530000 sec): 3 clusters
  Score: Raw -1420811.752929 + Penalty 3063.429039 = -1417748.323890
  nChanged 72
		SP:Iteration 24Q (4474.550000 sec): 3 clusters
  Score: Raw -1420856.714563 + Penalty 3063.429039 = -1417793.285524
  nChanged 63
		SP:Iteration 25Q (4474.580000 sec): 3 clusters
  Score: Raw -1420898.487310 + Penalty 3063.429039 = -1417835.058271
  nChanged 57
		SP:Iteration 26Q (4474.610000 sec): 3 clusters
  Score: Raw -1420940.258996 + Penalty 3063.429039 = -1417876.829957
  nChanged 45
		SP:Iteration 27Q (4474.630000 sec): 3 clusters
  Score: Raw -1420969.019391 + Penalty 3063.429039 = -1417905.590352
  nChanged 30
		SP:Iteration 28Q (4474.660000 sec): 3 clusters
  Score: Raw -1420986.540736 + Penalty 3063.429039 = -1417923.111696
  nChanged 23
		SP:Iteration 29Q (4474.690000 sec): 3 clusters
  Score: Raw -1421005.948808 + Penalty 3063.429039 = -1417942.519769
  nChanged 33
		SP:Iteration 30Q (4474.710000 sec): 3 clusters
  Score: Raw -1421030.788178 + Penalty 3063.429039 = -1417967.359139
  nChanged 25
		SP:Iteration 31Q (4474.740000 sec): 3 clusters
  Score: Raw -1421046.891975 + Penalty 3063.429039 = -1417983.462935
  nChanged 12
		SP:Iteration 32Q (4474.770000 sec): 3 clusters
  Score: Raw -1421055.259403 + Penalty 3063.429039 = -1417991.830363
  nChanged 11
		SP:Iteration 33Q (4474.790000 sec): 3 clusters
  Score: Raw -1421061.194212 + Penalty 3063.429039 = -1417997.765173
  nChanged 6
		SP:Iteration 34Q (4474.820000 sec): 3 clusters
  Score: Raw -1421063.885218 + Penalty 3063.429039 = -1418000.456179
  nChanged 6
		SP:Iteration 35Q (4474.840000 sec): 3 clusters
  Score: Raw -1421068.997938 + Penalty 3063.429039 = -1418005.568899
  nChanged 5
		SP:Iteration 36Q (4474.870000 sec): 3 clusters
  Score: Raw -1421073.517112 + Penalty 3063.429039 = -1418010.088073
  nChanged 8
		SP:Iteration 37Q (4474.890000 sec): 3 clusters
  Score: Raw -1421079.364576 + Penalty 3063.429039 = -1418015.935536
  nChanged 6
		SP:Iteration 38Q (4474.920000 sec): 3 clusters
  Score: Raw -1421082.169027 + Penalty 3063.429039 = -1418018.739988
  nChanged 1
		SP:Iteration 39Q (4474.950000 sec): 3 clusters
  Score: Raw -1421083.213905 + Penalty 3063.429039 = -1418019.784866
  nChanged 1
		SP:Iteration 40F (4474.980000 sec): 3 clusters
  Score: Raw -1421083.965662 + Penalty 3063.429039 = -1418020.536622
  nChanged 2
		SP:Iteration 41Q (4475.000000 sec): 3 clusters
  Score: Raw -1421085.748170 + Penalty 3063.429039 = -1418022.319131
  nChanged 2
		SP:Iteration 42Q (4475.030000 sec): 3 clusters
  Score: Raw -1421086.995325 + Penalty 3063.429039 = -1418023.566286
  nChanged 0
		SP:Iteration 43F (4475.060000 sec): 3 clusters
  Score: Raw -1421086.995325 + Penalty 3063.429039 = -1418023.566286
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4475.210000 sec): 2 clusters
  Score: Raw -6148498.914520 + Penalty 1766.575129 = -6146732.339391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4475.350000 sec): 3 clusters
  Score: Raw -6114983.904897 + Penalty 3533.150259 = -6111450.754638
  nChanged 24789
		SP:Iteration 1F (4475.490000 sec): 3 clusters
  Score: Raw -6129661.593963 + Penalty 3533.150259 = -6126128.443704
  nChanged 2902
		SP:Iteration 2F (4475.630000 sec): 3 clusters
  Score: Raw -6131006.492339 + Penalty 3533.150259 = -6127473.342080
  nChanged 3344
		SP:Iteration 3F (4475.770000 sec): 3 clusters
  Score: Raw -6132831.507124 + Penalty 3533.150259 = -6129298.356865
  nChanged 3484
		SP:Iteration 4F (4475.910000 sec): 3 clusters
  Score: Raw -6135088.929198 + Penalty 3533.150259 = -6131555.778939
  nChanged 3594
		SP:Iteration 5F (4476.050000 sec): 3 clusters
  Score: Raw -6137673.011776 + Penalty 3533.150259 = -6134139.861517
  nChanged 3409
		SP:Iteration 6F (4476.190000 sec): 3 clusters
  Score: Raw -6140374.346957 + Penalty 3533.150259 = -6136841.196698
  nChanged 3066
		SP:Iteration 7F (4476.330000 sec): 3 clusters
  Score: Raw -6143057.521580 + Penalty 3533.150259 = -6139524.371321
  nChanged 2480
		SP:Iteration 8Q (4476.470000 sec): 3 clusters
  Score: Raw -6145300.673677 + Penalty 3533.150259 = -6141767.523418
  nChanged 1770
		SP:Iteration 9Q (4476.610000 sec): 3 clusters
  Score: Raw -6146906.907967 + Penalty 3533.150259 = -6143373.757708
  nChanged 998
		SP:Iteration 10Q (4476.730000 sec): 3 clusters
  Score: Raw -6147764.021777 + Penalty 3533.150259 = -6144230.871518
  nChanged 511
		SP:Iteration 11Q (4476.840000 sec): 3 clusters
  Score: Raw -6148192.941897 + Penalty 3533.150259 = -6144659.791638
  nChanged 264
		SP:Iteration 12Q (4476.950000 sec): 3 clusters
  Score: Raw -6148422.171368 + Penalty 3533.150259 = -6144889.021109
  nChanged 160
		SP:Iteration 13Q (4477.050000 sec): 3 clusters
  Score: Raw -6148545.179642 + Penalty 3533.150259 = -6145012.029383
  nChanged 89
		SP:Iteration 14Q (4477.160000 sec): 3 clusters
  Score: Raw -6148620.263122 + Penalty 3533.150259 = -6145087.112863
  nChanged 61
		SP:Iteration 15Q (4477.260000 sec): 3 clusters
  Score: Raw -6148657.700771 + Penalty 3533.150259 = -6145124.550512
  nChanged 26
		SP:Iteration 16Q (4477.370000 sec): 3 clusters
  Score: Raw -6148677.060230 + Penalty 3533.150259 = -6145143.909971
  nChanged 24
		SP:Iteration 17Q (4477.470000 sec): 3 clusters
  Score: Raw -6148693.298234 + Penalty 3533.150259 = -6145160.147975
  nChanged 19
		SP:Iteration 18Q (4477.570000 sec): 3 clusters
  Score: Raw -6148704.493173 + Penalty 3533.150259 = -6145171.342915
  nChanged 12
		SP:Iteration 19Q (4477.670000 sec): 3 clusters
  Score: Raw -6148711.452137 + Penalty 3533.150259 = -6145178.301878
  nChanged 13
		SP:Iteration 20F (4477.800000 sec): 3 clusters
  Score: Raw -6148720.667720 + Penalty 3533.150259 = -6145187.517461
  nChanged 9
		SP:Iteration 21Q (4477.900000 sec): 3 clusters
  Score: Raw -6148726.586088 + Penalty 3533.150259 = -6145193.435829
  nChanged 8
		SP:Iteration 22Q (4478.000000 sec): 3 clusters
  Score: Raw -6148730.736019 + Penalty 3533.150259 = -6145197.585760
  nChanged 5
		SP:Iteration 23Q (4478.090000 sec): 3 clusters
  Score: Raw -6148733.400685 + Penalty 3533.150259 = -6145200.250426
  nChanged 3
		SP:Iteration 24Q (4478.190000 sec): 3 clusters
  Score: Raw -6148735.598015 + Penalty 3533.150259 = -6145202.447756
  nChanged 3
		SP:Iteration 25Q (4478.290000 sec): 3 clusters
  Score: Raw -6148737.855587 + Penalty 3533.150259 = -6145204.705328
  nChanged 6
		SP:Iteration 26Q (4478.390000 sec): 3 clusters
  Score: Raw -6148742.539413 + Penalty 3533.150259 = -6145209.389154
  nChanged 4
		SP:Iteration 27Q (4478.490000 sec): 3 clusters
  Score: Raw -6148745.574933 + Penalty 3533.150259 = -6145212.424674
  nChanged 4
		SP:Iteration 28Q (4478.580000 sec): 3 clusters
  Score: Raw -6148748.546644 + Penalty 3533.150259 = -6145215.396385
  nChanged 7
		SP:Iteration 29Q (4478.680000 sec): 3 clusters
  Score: Raw -6148754.924598 + Penalty 3533.150259 = -6145221.774339
  nChanged 10
		SP:Iteration 30Q (4478.770000 sec): 3 clusters
  Score: Raw -6148762.386576 + Penalty 3533.150259 = -6145229.236317
  nChanged 9
		SP:Iteration 31Q (4478.870000 sec): 3 clusters
  Score: Raw -6148767.725400 + Penalty 3533.150259 = -6145234.575141
  nChanged 4
		SP:Iteration 32Q (4478.970000 sec): 3 clusters
  Score: Raw -6148770.986212 + Penalty 3533.150259 = -6145237.835953
  nChanged 10
		SP:Iteration 33Q (4479.070000 sec): 3 clusters
  Score: Raw -6148777.352469 + Penalty 3533.150259 = -6145244.202210
  nChanged 3
		SP:Iteration 34Q (4479.170000 sec): 3 clusters
  Score: Raw -6148779.898441 + Penalty 3533.150259 = -6145246.748182
  nChanged 3
		SP:Iteration 35Q (4479.270000 sec): 3 clusters
  Score: Raw -6148782.424536 + Penalty 3533.150259 = -6145249.274277
  nChanged 5
		SP:Iteration 36Q (4479.360000 sec): 3 clusters
  Score: Raw -6148786.545142 + Penalty 3533.150259 = -6145253.394883
  nChanged 7
		SP:Iteration 37Q (4479.460000 sec): 3 clusters
  Score: Raw -6148792.600790 + Penalty 3533.150259 = -6145259.450531
  nChanged 8
		SP:Iteration 38Q (4479.550000 sec): 3 clusters
  Score: Raw -6148798.097107 + Penalty 3533.150259 = -6145264.946848
  nChanged 3
		SP:Iteration 39Q (4479.650000 sec): 3 clusters
  Score: Raw -6148799.965663 + Penalty 3533.150259 = -6145266.815404
  nChanged 1
		SP:Iteration 40F (4479.790000 sec): 3 clusters
  Score: Raw -6148800.929851 + Penalty 3533.150259 = -6145267.779592
  nChanged 2
		SP:Iteration 41Q (4479.880000 sec): 3 clusters
  Score: Raw -6148802.077019 + Penalty 3533.150259 = -6145268.926760
  nChanged 0
		SP:Iteration 42F (4480.020000 sec): 3 clusters
  Score: Raw -6148802.077019 + Penalty 3533.150259 = -6145268.926760
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (1816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4480.060000 sec): 2 clusters
  Score: Raw -198315.961122 + Penalty 1219.463628 = -197096.497494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4480.070000 sec): 3 clusters
  Score: Raw -197606.722580 + Penalty 2438.927257 = -195167.795324
  nChanged 607
		SP:Iteration 1F (4480.070000 sec): 3 clusters
  Score: Raw -198024.168426 + Penalty 2438.927257 = -195585.241169
  nChanged 136
		SP:Iteration 2F (4480.070000 sec): 3 clusters
  Score: Raw -198152.827752 + Penalty 2438.927257 = -195713.900496
  nChanged 99
		SP:Iteration 3F (4480.080000 sec): 3 clusters
  Score: Raw -198247.078899 + Penalty 2438.927257 = -195808.151642
  nChanged 82
		SP:Iteration 4Q (4480.080000 sec): 3 clusters
  Score: Raw -198307.851897 + Penalty 2438.927257 = -195868.924641
  nChanged 61
		SP:Iteration 5Q (4480.090000 sec): 3 clusters
  Score: Raw -198352.991373 + Penalty 2438.927257 = -195914.064117
  nChanged 39
		SP:Iteration 6Q (4480.090000 sec): 3 clusters
  Score: Raw -198389.153049 + Penalty 2438.927257 = -195950.225792
  nChanged 47
		SP:Iteration 7Q (4480.090000 sec): 3 clusters
  Score: Raw -198427.103777 + Penalty 2438.927257 = -195988.176521
  nChanged 45
		SP:Iteration 8Q (4480.100000 sec): 3 clusters
  Score: Raw -198462.016099 + Penalty 2438.927257 = -196023.088843
  nChanged 32
		SP:Iteration 9Q (4480.110000 sec): 3 clusters
  Score: Raw -198489.834220 + Penalty 2438.927257 = -196050.906963
  nChanged 24
		SP:Iteration 10Q (4480.110000 sec): 3 clusters
  Score: Raw -198505.389636 + Penalty 2438.927257 = -196066.462379
  nChanged 17
		SP:Iteration 11Q (4480.110000 sec): 3 clusters
  Score: Raw -198513.283243 + Penalty 2438.927257 = -196074.355986
  nChanged 12
		SP:Iteration 12Q (4480.120000 sec): 3 clusters
  Score: Raw -198517.983732 + Penalty 2438.927257 = -196079.056475
  nChanged 7
		SP:Iteration 13Q (4480.120000 sec): 3 clusters
  Score: Raw -198520.286531 + Penalty 2438.927257 = -196081.359274
  nChanged 7
		SP:Iteration 14Q (4480.130000 sec): 3 clusters
  Score: Raw -198523.763732 + Penalty 2438.927257 = -196084.836475
  nChanged 6
		SP:Iteration 15Q (4480.130000 sec): 3 clusters
  Score: Raw -198527.175399 + Penalty 2438.927257 = -196088.248143
  nChanged 4
		SP:Iteration 16Q (4480.130000 sec): 3 clusters
  Score: Raw -198528.591423 + Penalty 2438.927257 = -196089.664166
  nChanged 6
		SP:Iteration 17Q (4480.140000 sec): 3 clusters
  Score: Raw -198531.653960 + Penalty 2438.927257 = -196092.726703
  nChanged 2
		SP:Iteration 18Q (4480.140000 sec): 3 clusters
  Score: Raw -198532.227863 + Penalty 2438.927257 = -196093.300606
  nChanged 0
		SP:Iteration 19F (4480.150000 sec): 3 clusters
  Score: Raw -198532.227863 + Penalty 2438.927257 = -196093.300606
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4480.160000 sec): 2 clusters
  Score: Raw -376241.878769 + Penalty 1316.226910 = -374925.651859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4480.170000 sec): 3 clusters
  Score: Raw -374652.414622 + Penalty 2632.453821 = -372019.960801
  nChanged 1305
		SP:Iteration 1F (4480.180000 sec): 3 clusters
  Score: Raw -375413.816438 + Penalty 2632.453821 = -372781.362617
  nChanged 259
		SP:Iteration 2F (4480.190000 sec): 3 clusters
  Score: Raw -375561.259384 + Penalty 2632.453821 = -372928.805563
  nChanged 186
		SP:Iteration 3F (4480.190000 sec): 3 clusters
  Score: Raw -375657.705662 + Penalty 2632.453821 = -373025.251841
  nChanged 123
		SP:Iteration 4Q (4480.200000 sec): 3 clusters
  Score: Raw -375731.169503 + Penalty 2632.453821 = -373098.715682
  nChanged 115
		SP:Iteration 5Q (4480.210000 sec): 3 clusters
  Score: Raw -375796.053463 + Penalty 2632.453821 = -373163.599642
  nChanged 103
		SP:Iteration 6Q (4480.220000 sec): 3 clusters
  Score: Raw -375859.690159 + Penalty 2632.453821 = -373227.236338
  nChanged 112
		SP:Iteration 7Q (4480.230000 sec): 3 clusters
  Score: Raw -375928.998497 + Penalty 2632.453821 = -373296.544676
  nChanged 126
		SP:Iteration 8Q (4480.240000 sec): 3 clusters
  Score: Raw -376014.010268 + Penalty 2632.453821 = -373381.556447
  nChanged 148
		SP:Iteration 9Q (4480.250000 sec): 3 clusters
  Score: Raw -376148.941929 + Penalty 2632.453821 = -373516.488108
  nChanged 153
		SP:Iteration 10Q (4480.250000 sec): 3 clusters
  Score: Raw -376327.823576 + Penalty 2632.453821 = -373695.369755
  nChanged 185
		SP:Iteration 11F (4480.260000 sec): 3 clusters
  Score: Raw -376582.934792 + Penalty 2632.453821 = -373950.480971
  nChanged 177
		SP:Iteration 12F (4480.270000 sec): 3 clusters
  Score: Raw -376798.132404 + Penalty 2632.453821 = -374165.678583
  nChanged 138
		SP:Iteration 13Q (4480.280000 sec): 3 clusters
  Score: Raw -376947.997428 + Penalty 2632.453821 = -374315.543607
  nChanged 108
		SP:Iteration 14Q (4480.290000 sec): 3 clusters
  Score: Raw -377032.505350 + Penalty 2632.453821 = -374400.051529
  nChanged 61
		SP:Iteration 15Q (4480.290000 sec): 3 clusters
  Score: Raw -377065.180736 + Penalty 2632.453821 = -374432.726915
  nChanged 30
		SP:Iteration 16Q (4480.300000 sec): 3 clusters
  Score: Raw -377081.207398 + Penalty 2632.453821 = -374448.753577
  nChanged 25
		SP:Iteration 17Q (4480.310000 sec): 3 clusters
  Score: Raw -377092.424510 + Penalty 2632.453821 = -374459.970689
  nChanged 18
		SP:Iteration 18Q (4480.320000 sec): 3 clusters
  Score: Raw -377100.710904 + Penalty 2632.453821 = -374468.257083
  nChanged 11
		SP:Iteration 19Q (4480.330000 sec): 3 clusters
  Score: Raw -377104.124372 + Penalty 2632.453821 = -374471.670551
  nChanged 9
		SP:Iteration 20F (4480.330000 sec): 3 clusters
  Score: Raw -377107.556495 + Penalty 2632.453821 = -374475.102674
  nChanged 7
		SP:Iteration 21Q (4480.340000 sec): 3 clusters
  Score: Raw -377110.716708 + Penalty 2632.453821 = -374478.262887
  nChanged 7
		SP:Iteration 22Q (4480.350000 sec): 3 clusters
  Score: Raw -377115.029277 + Penalty 2632.453821 = -374482.575456
  nChanged 3
		SP:Iteration 23Q (4480.360000 sec): 3 clusters
  Score: Raw -377116.907569 + Penalty 2632.453821 = -374484.453748
  nChanged 2
		SP:Iteration 24Q (4480.370000 sec): 3 clusters
  Score: Raw -377117.676536 + Penalty 2632.453821 = -374485.222715
  nChanged 1
		SP:Iteration 25Q (4480.370000 sec): 3 clusters
  Score: Raw -377118.006353 + Penalty 2632.453821 = -374485.552532
  nChanged 0
		SP:Iteration 26F (4480.380000 sec): 3 clusters
  Score: Raw -377118.006353 + Penalty 2632.453821 = -374485.552532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4480.410000 sec): 2 clusters
  Score: Raw -863328.456574 + Penalty 1457.963517 = -861870.493056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4480.430000 sec): 3 clusters
  Score: Raw -858952.437986 + Penalty 2915.927034 = -856036.510951
  nChanged 3324
		SP:Iteration 1F (4480.450000 sec): 3 clusters
  Score: Raw -860714.908549 + Penalty 2915.927034 = -857798.981514
  nChanged 560
		SP:Iteration 2F (4480.470000 sec): 3 clusters
  Score: Raw -861018.482346 + Penalty 2915.927034 = -858102.555312
  nChanged 473
		SP:Iteration 3F (4480.490000 sec): 3 clusters
  Score: Raw -861273.734763 + Penalty 2915.927034 = -858357.807729
  nChanged 420
		SP:Iteration 4F (4480.510000 sec): 3 clusters
  Score: Raw -861503.630427 + Penalty 2915.927034 = -858587.703392
  nChanged 399
		SP:Iteration 5F (4480.530000 sec): 3 clusters
  Score: Raw -861726.869688 + Penalty 2915.927034 = -858810.942654
  nChanged 397
		SP:Iteration 6F (4480.550000 sec): 3 clusters
  Score: Raw -861934.694183 + Penalty 2915.927034 = -859018.767148
  nChanged 333
		SP:Iteration 7Q (4480.570000 sec): 3 clusters
  Score: Raw -862121.605188 + Penalty 2915.927034 = -859205.678154
  nChanged 336
		SP:Iteration 8Q (4480.590000 sec): 3 clusters
  Score: Raw -862323.023364 + Penalty 2915.927034 = -859407.096330
  nChanged 292
		SP:Iteration 9Q (4480.610000 sec): 3 clusters
  Score: Raw -862486.899440 + Penalty 2915.927034 = -859570.972405
  nChanged 263
		SP:Iteration 10Q (4480.630000 sec): 3 clusters
  Score: Raw -862619.522860 + Penalty 2915.927034 = -859703.595825
  nChanged 249
		SP:Iteration 11Q (4480.650000 sec): 3 clusters
  Score: Raw -862755.695248 + Penalty 2915.927034 = -859839.768214
  nChanged 238
		SP:Iteration 12Q (4480.670000 sec): 3 clusters
  Score: Raw -862912.351622 + Penalty 2915.927034 = -859996.424588
  nChanged 240
		SP:Iteration 13Q (4480.690000 sec): 3 clusters
  Score: Raw -863092.809498 + Penalty 2915.927034 = -860176.882463
  nChanged 248
		SP:Iteration 14Q (4480.710000 sec): 3 clusters
  Score: Raw -863255.297247 + Penalty 2915.927034 = -860339.370212
  nChanged 215
		SP:Iteration 15Q (4480.730000 sec): 3 clusters
  Score: Raw -863387.283953 + Penalty 2915.927034 = -860471.356918
  nChanged 169
		SP:Iteration 16Q (4480.750000 sec): 3 clusters
  Score: Raw -863488.323583 + Penalty 2915.927034 = -860572.396548
  nChanged 135
		SP:Iteration 17Q (4480.770000 sec): 3 clusters
  Score: Raw -863565.397882 + Penalty 2915.927034 = -860649.470848
  nChanged 123
		SP:Iteration 18Q (4480.780000 sec): 3 clusters
  Score: Raw -863627.044636 + Penalty 2915.927034 = -860711.117602
  nChanged 98
		SP:Iteration 19Q (4480.800000 sec): 3 clusters
  Score: Raw -863668.912872 + Penalty 2915.927034 = -860752.985837
  nChanged 84
		SP:Iteration 20F (4480.820000 sec): 3 clusters
  Score: Raw -863709.458195 + Penalty 2915.927034 = -860793.531161
  nChanged 65
		SP:Iteration 21Q (4480.840000 sec): 3 clusters
  Score: Raw -863734.324334 + Penalty 2915.927034 = -860818.397300
  nChanged 47
		SP:Iteration 22Q (4480.860000 sec): 3 clusters
  Score: Raw -863749.338155 + Penalty 2915.927034 = -860833.411121
  nChanged 34
		SP:Iteration 23Q (4480.880000 sec): 3 clusters
  Score: Raw -863759.786103 + Penalty 2915.927034 = -860843.859068
  nChanged 30
		SP:Iteration 24Q (4480.900000 sec): 3 clusters
  Score: Raw -863768.743566 + Penalty 2915.927034 = -860852.816531
  nChanged 33
		SP:Iteration 25Q (4480.910000 sec): 3 clusters
  Score: Raw -863777.586236 + Penalty 2915.927034 = -860861.659201
  nChanged 24
		SP:Iteration 26Q (4480.930000 sec): 3 clusters
  Score: Raw -863781.759292 + Penalty 2915.927034 = -860865.832258
  nChanged 17
		SP:Iteration 27Q (4480.950000 sec): 3 clusters
  Score: Raw -863785.201338 + Penalty 2915.927034 = -860869.274303
  nChanged 12
		SP:Iteration 28Q (4480.970000 sec): 3 clusters
  Score: Raw -863787.435885 + Penalty 2915.927034 = -860871.508851
  nChanged 17
		SP:Iteration 29Q (4480.980000 sec): 3 clusters
  Score: Raw -863790.012910 + Penalty 2915.927034 = -860874.085876
  nChanged 8
		SP:Iteration 30Q (4481.000000 sec): 3 clusters
  Score: Raw -863791.635025 + Penalty 2915.927034 = -860875.707991
  nChanged 7
		SP:Iteration 31Q (4481.020000 sec): 3 clusters
  Score: Raw -863793.352105 + Penalty 2915.927034 = -860877.425071
  nChanged 7
		SP:Iteration 32Q (4481.040000 sec): 3 clusters
  Score: Raw -863794.808296 + Penalty 2915.927034 = -860878.881262
  nChanged 5
		SP:Iteration 33Q (4481.060000 sec): 3 clusters
  Score: Raw -863795.279585 + Penalty 2915.927034 = -860879.352550
  nChanged 3
		SP:Iteration 34Q (4481.080000 sec): 3 clusters
  Score: Raw -863795.573730 + Penalty 2915.927034 = -860879.646696
  nChanged 1
		SP:Iteration 35Q (4481.090000 sec): 3 clusters
  Score: Raw -863795.693931 + Penalty 2915.927034 = -860879.766897
  nChanged 0
		SP:Iteration 36F (4481.110000 sec): 3 clusters
  Score: Raw -863795.693931 + Penalty 2915.927034 = -860879.766897
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4481.130000 sec): 2 clusters
  Score: Raw -408643.794365 + Penalty 1341.656513 = -407302.137852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4481.140000 sec): 3 clusters
  Score: Raw -406695.600435 + Penalty 2683.313026 = -404012.287409
  nChanged 1526
		SP:Iteration 1F (4481.150000 sec): 3 clusters
  Score: Raw -407759.315832 + Penalty 2683.313026 = -405076.002806
  nChanged 353
		SP:Iteration 2F (4481.160000 sec): 3 clusters
  Score: Raw -408044.659840 + Penalty 2683.313026 = -405361.346814
  nChanged 265
		SP:Iteration 3F (4481.170000 sec): 3 clusters
  Score: Raw -408260.590487 + Penalty 2683.313026 = -405577.277461
  nChanged 198
		SP:Iteration 4F (4481.180000 sec): 3 clusters
  Score: Raw -408395.112563 + Penalty 2683.313026 = -405711.799537
  nChanged 143
		SP:Iteration 5Q (4481.190000 sec): 3 clusters
  Score: Raw -408470.251435 + Penalty 2683.313026 = -405786.938409
  nChanged 105
		SP:Iteration 6Q (4481.200000 sec): 3 clusters
  Score: Raw -408530.742828 + Penalty 2683.313026 = -405847.429802
  nChanged 90
		SP:Iteration 7Q (4481.200000 sec): 3 clusters
  Score: Raw -408581.233633 + Penalty 2683.313026 = -405897.920607
  nChanged 94
		SP:Iteration 8Q (4481.220000 sec): 3 clusters
  Score: Raw -408629.767161 + Penalty 2683.313026 = -405946.454134
  nChanged 86
		SP:Iteration 9Q (4481.220000 sec): 3 clusters
  Score: Raw -408677.427125 + Penalty 2683.313026 = -405994.114099
  nChanged 83
		SP:Iteration 10Q (4481.230000 sec): 3 clusters
  Score: Raw -408720.431006 + Penalty 2683.313026 = -406037.117980
  nChanged 73
		SP:Iteration 11Q (4481.240000 sec): 3 clusters
  Score: Raw -408752.018815 + Penalty 2683.313026 = -406068.705788
  nChanged 52
		SP:Iteration 12Q (4481.250000 sec): 3 clusters
  Score: Raw -408776.235526 + Penalty 2683.313026 = -406092.922499
  nChanged 38
		SP:Iteration 13Q (4481.260000 sec): 3 clusters
  Score: Raw -408792.046724 + Penalty 2683.313026 = -406108.733698
  nChanged 42
		SP:Iteration 14Q (4481.270000 sec): 3 clusters
  Score: Raw -408804.774051 + Penalty 2683.313026 = -406121.461024
  nChanged 30
		SP:Iteration 15Q (4481.280000 sec): 3 clusters
  Score: Raw -408813.020870 + Penalty 2683.313026 = -406129.707843
  nChanged 18
		SP:Iteration 16Q (4481.290000 sec): 3 clusters
  Score: Raw -408818.380063 + Penalty 2683.313026 = -406135.067036
  nChanged 13
		SP:Iteration 17Q (4481.300000 sec): 3 clusters
  Score: Raw -408822.395816 + Penalty 2683.313026 = -406139.082790
  nChanged 10
		SP:Iteration 18Q (4481.310000 sec): 3 clusters
  Score: Raw -408826.537777 + Penalty 2683.313026 = -406143.224751
  nChanged 6
		SP:Iteration 19Q (4481.320000 sec): 3 clusters
  Score: Raw -408828.137750 + Penalty 2683.313026 = -406144.824723
  nChanged 12
		SP:Iteration 20F (4481.320000 sec): 3 clusters
  Score: Raw -408831.362211 + Penalty 2683.313026 = -406148.049185
  nChanged 12
		SP:Iteration 21Q (4481.340000 sec): 3 clusters
  Score: Raw -408836.336316 + Penalty 2683.313026 = -406153.023290
  nChanged 14
		SP:Iteration 22Q (4481.340000 sec): 3 clusters
  Score: Raw -408840.800537 + Penalty 2683.313026 = -406157.487510
  nChanged 18
		SP:Iteration 23Q (4481.350000 sec): 3 clusters
  Score: Raw -408845.768358 + Penalty 2683.313026 = -406162.455332
  nChanged 13
		SP:Iteration 24Q (4481.360000 sec): 3 clusters
  Score: Raw -408849.627779 + Penalty 2683.313026 = -406166.314752
  nChanged 13
		SP:Iteration 25Q (4481.370000 sec): 3 clusters
  Score: Raw -408856.324155 + Penalty 2683.313026 = -406173.011129
  nChanged 11
		SP:Iteration 26Q (4481.380000 sec): 3 clusters
  Score: Raw -408859.547280 + Penalty 2683.313026 = -406176.234254
  nChanged 7
		SP:Iteration 27Q (4481.390000 sec): 3 clusters
  Score: Raw -408860.860272 + Penalty 2683.313026 = -406177.547246
  nChanged 3
		SP:Iteration 28Q (4481.400000 sec): 3 clusters
  Score: Raw -408861.393253 + Penalty 2683.313026 = -406178.080227
  nChanged 3
		SP:Iteration 29Q (4481.410000 sec): 3 clusters
  Score: Raw -408861.835093 + Penalty 2683.313026 = -406178.522067
  nChanged 1
		SP:Iteration 30Q (4481.420000 sec): 3 clusters
  Score: Raw -408862.317039 + Penalty 2683.313026 = -406179.004013
  nChanged 4
		SP:Iteration 31Q (4481.430000 sec): 3 clusters
  Score: Raw -408862.866146 + Penalty 2683.313026 = -406179.553120
  nChanged 8
		SP:Iteration 32Q (4481.440000 sec): 3 clusters
  Score: Raw -408864.690781 + Penalty 2683.313026 = -406181.377755
  nChanged 7
		SP:Iteration 33Q (4481.440000 sec): 3 clusters
  Score: Raw -408865.566845 + Penalty 2683.313026 = -406182.253819
  nChanged 4
		SP:Iteration 34Q (4481.460000 sec): 3 clusters
  Score: Raw -408866.063440 + Penalty 2683.313026 = -406182.750414
  nChanged 2
		SP:Iteration 35Q (4481.460000 sec): 3 clusters
  Score: Raw -408866.852651 + Penalty 2683.313026 = -406183.539625
  nChanged 4
		SP:Iteration 36Q (4481.470000 sec): 3 clusters
  Score: Raw -408867.802035 + Penalty 2683.313026 = -406184.489009
  nChanged 5
		SP:Iteration 37Q (4481.480000 sec): 3 clusters
  Score: Raw -408868.840542 + Penalty 2683.313026 = -406185.527516
  nChanged 2
		SP:Iteration 38Q (4481.490000 sec): 3 clusters
  Score: Raw -408870.034060 + Penalty 2683.313026 = -406186.721034
  nChanged 2
		SP:Iteration 39Q (4481.500000 sec): 3 clusters
  Score: Raw -408870.606001 + Penalty 2683.313026 = -406187.292975
  nChanged 2
		SP:Iteration 40F (4481.510000 sec): 3 clusters
  Score: Raw -408870.919056 + Penalty 2683.313026 = -406187.606030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4481.620000 sec): 2 clusters
  Score: Raw -4582540.204748 + Penalty 1717.363305 = -4580822.841444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4481.730000 sec): 3 clusters
  Score: Raw -4558076.202482 + Penalty 3434.726609 = -4554641.475872
  nChanged 18153
		SP:Iteration 1F (4481.830000 sec): 3 clusters
  Score: Raw -4568355.452089 + Penalty 3434.726609 = -4564920.725480
  nChanged 1645
		SP:Iteration 2Q (4481.940000 sec): 3 clusters
  Score: Raw -4568889.240913 + Penalty 3434.726609 = -4565454.514304
  nChanged 1690
		SP:Iteration 3Q (4482.040000 sec): 3 clusters
  Score: Raw -4569514.961588 + Penalty 3434.726609 = -4566080.234978
  nChanged 1912
		SP:Iteration 4Q (4482.150000 sec): 3 clusters
  Score: Raw -4570395.576968 + Penalty 3434.726609 = -4566960.850359
  nChanged 2284
		SP:Iteration 5F (4482.250000 sec): 3 clusters
  Score: Raw -4571694.353964 + Penalty 3434.726609 = -4568259.627355
  nChanged 2694
		SP:Iteration 6F (4482.350000 sec): 3 clusters
  Score: Raw -4573517.132297 + Penalty 3434.726609 = -4570082.405687
  nChanged 2819
		SP:Iteration 7F (4482.460000 sec): 3 clusters
  Score: Raw -4575650.337832 + Penalty 3434.726609 = -4572215.611222
  nChanged 2755
		SP:Iteration 8F (4482.560000 sec): 3 clusters
  Score: Raw -4577918.074301 + Penalty 3434.726609 = -4574483.347692
  nChanged 2216
		SP:Iteration 9F (4482.660000 sec): 3 clusters
  Score: Raw -4579783.406073 + Penalty 3434.726609 = -4576348.679464
  nChanged 1542
		SP:Iteration 10Q (4482.760000 sec): 3 clusters
  Score: Raw -4581061.547861 + Penalty 3434.726609 = -4577626.821251
  nChanged 985
		SP:Iteration 11Q (4482.860000 sec): 3 clusters
  Score: Raw -4581863.549493 + Penalty 3434.726609 = -4578428.822883
  nChanged 533
		SP:Iteration 12Q (4482.950000 sec): 3 clusters
  Score: Raw -4582282.308562 + Penalty 3434.726609 = -4578847.581953
  nChanged 257
		SP:Iteration 13Q (4483.030000 sec): 3 clusters
  Score: Raw -4582491.800365 + Penalty 3434.726609 = -4579057.073755
  nChanged 114
		SP:Iteration 14Q (4483.120000 sec): 3 clusters
  Score: Raw -4582596.270229 + Penalty 3434.726609 = -4579161.543619
  nChanged 57
		SP:Iteration 15Q (4483.190000 sec): 3 clusters
  Score: Raw -4582646.510147 + Penalty 3434.726609 = -4579211.783538
  nChanged 35
		SP:Iteration 16Q (4483.270000 sec): 3 clusters
  Score: Raw -4582677.014410 + Penalty 3434.726609 = -4579242.287800
  nChanged 22
		SP:Iteration 17Q (4483.340000 sec): 3 clusters
  Score: Raw -4582694.035905 + Penalty 3434.726609 = -4579259.309296
  nChanged 12
		SP:Iteration 18Q (4483.420000 sec): 3 clusters
  Score: Raw -4582705.980772 + Penalty 3434.726609 = -4579271.254163
  nChanged 12
		SP:Iteration 19Q (4483.490000 sec): 3 clusters
  Score: Raw -4582714.338937 + Penalty 3434.726609 = -4579279.612327
  nChanged 4
		SP:Iteration 20F (4483.600000 sec): 3 clusters
  Score: Raw -4582717.837935 + Penalty 3434.726609 = -4579283.111325
  nChanged 3
		SP:Iteration 21Q (4483.670000 sec): 3 clusters
  Score: Raw -4582721.031882 + Penalty 3434.726609 = -4579286.305273
  nChanged 1
		SP:Iteration 22Q (4483.740000 sec): 3 clusters
  Score: Raw -4582722.129431 + Penalty 3434.726609 = -4579287.402822
  nChanged 1
		SP:Iteration 23Q (4483.820000 sec): 3 clusters
  Score: Raw -4582722.789099 + Penalty 3434.726609 = -4579288.062490
  nChanged 0
		SP:Iteration 24F (4483.920000 sec): 3 clusters
  Score: Raw -4582722.789099 + Penalty 3434.726609 = -4579288.062490
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (14929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4483.970000 sec): 2 clusters
  Score: Raw -1615649.547122 + Penalty 1561.797398 = -1614087.749724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4484.010000 sec): 3 clusters
  Score: Raw -1606878.984052 + Penalty 3123.594795 = -1603755.389257
  nChanged 6578
		SP:Iteration 1F (4484.050000 sec): 3 clusters
  Score: Raw -1610659.356331 + Penalty 3123.594795 = -1607535.761536
  nChanged 1008
		SP:Iteration 2F (4484.090000 sec): 3 clusters
  Score: Raw -1611217.183590 + Penalty 3123.594795 = -1608093.588795
  nChanged 944
		SP:Iteration 3F (4484.130000 sec): 3 clusters
  Score: Raw -1611789.378591 + Penalty 3123.594795 = -1608665.783796
  nChanged 904
		SP:Iteration 4F (4484.170000 sec): 3 clusters
  Score: Raw -1612358.595439 + Penalty 3123.594795 = -1609235.000643
  nChanged 854
		SP:Iteration 5F (4484.210000 sec): 3 clusters
  Score: Raw -1612865.543309 + Penalty 3123.594795 = -1609741.948514
  nChanged 762
		SP:Iteration 6F (4484.240000 sec): 3 clusters
  Score: Raw -1613336.105215 + Penalty 3123.594795 = -1610212.510419
  nChanged 698
		SP:Iteration 7Q (4484.280000 sec): 3 clusters
  Score: Raw -1613760.862211 + Penalty 3123.594795 = -1610637.267416
  nChanged 643
		SP:Iteration 8Q (4484.320000 sec): 3 clusters
  Score: Raw -1614155.983665 + Penalty 3123.594795 = -1611032.388870
  nChanged 560
		SP:Iteration 9Q (4484.360000 sec): 3 clusters
  Score: Raw -1614496.366713 + Penalty 3123.594795 = -1611372.771918
  nChanged 519
		SP:Iteration 10Q (4484.390000 sec): 3 clusters
  Score: Raw -1614783.508861 + Penalty 3123.594795 = -1611659.914065
  nChanged 439
		SP:Iteration 11Q (4484.430000 sec): 3 clusters
  Score: Raw -1615016.294002 + Penalty 3123.594795 = -1611892.699207
  nChanged 394
		SP:Iteration 12Q (4484.470000 sec): 3 clusters
  Score: Raw -1615220.142211 + Penalty 3123.594795 = -1612096.547415
  nChanged 333
		SP:Iteration 13Q (4484.500000 sec): 3 clusters
  Score: Raw -1615397.834291 + Penalty 3123.594795 = -1612274.239495
  nChanged 290
		SP:Iteration 14Q (4484.540000 sec): 3 clusters
  Score: Raw -1615571.923704 + Penalty 3123.594795 = -1612448.328908
  nChanged 270
		SP:Iteration 15Q (4484.570000 sec): 3 clusters
  Score: Raw -1615759.120493 + Penalty 3123.594795 = -1612635.525698
  nChanged 227
		SP:Iteration 16Q (4484.610000 sec): 3 clusters
  Score: Raw -1615908.211909 + Penalty 3123.594795 = -1612784.617114
  nChanged 182
		SP:Iteration 17Q (4484.640000 sec): 3 clusters
  Score: Raw -1616019.785329 + Penalty 3123.594795 = -1612896.190534
  nChanged 163
		SP:Iteration 18Q (4484.670000 sec): 3 clusters
  Score: Raw -1616122.472255 + Penalty 3123.594795 = -1612998.877460
  nChanged 141
		SP:Iteration 19Q (4484.710000 sec): 3 clusters
  Score: Raw -1616217.543549 + Penalty 3123.594795 = -1613093.948754
  nChanged 112
		SP:Iteration 20F (4484.750000 sec): 3 clusters
  Score: Raw -1616278.794271 + Penalty 3123.594795 = -1613155.199476
  nChanged 65
		SP:Iteration 21Q (4484.780000 sec): 3 clusters
  Score: Raw -1616315.833969 + Penalty 3123.594795 = -1613192.239173
  nChanged 62
		SP:Iteration 22Q (4484.810000 sec): 3 clusters
  Score: Raw -1616352.009425 + Penalty 3123.594795 = -1613228.414630
  nChanged 44
		SP:Iteration 23Q (4484.840000 sec): 3 clusters
  Score: Raw -1616372.842056 + Penalty 3123.594795 = -1613249.247260
  nChanged 29
		SP:Iteration 24Q (4484.870000 sec): 3 clusters
  Score: Raw -1616384.260261 + Penalty 3123.594795 = -1613260.665466
  nChanged 25
		SP:Iteration 25Q (4484.900000 sec): 3 clusters
  Score: Raw -1616393.480181 + Penalty 3123.594795 = -1613269.885385
  nChanged 20
		SP:Iteration 26Q (4484.930000 sec): 3 clusters
  Score: Raw -1616401.327925 + Penalty 3123.594795 = -1613277.733129
  nChanged 21
		SP:Iteration 27Q (4484.960000 sec): 3 clusters
  Score: Raw -1616411.612374 + Penalty 3123.594795 = -1613288.017579
  nChanged 21
		SP:Iteration 28Q (4484.990000 sec): 3 clusters
  Score: Raw -1616422.372187 + Penalty 3123.594795 = -1613298.777392
  nChanged 20
		SP:Iteration 29Q (4485.020000 sec): 3 clusters
  Score: Raw -1616433.141191 + Penalty 3123.594795 = -1613309.546395
  nChanged 15
		SP:Iteration 30Q (4485.050000 sec): 3 clusters
  Score: Raw -1616438.571424 + Penalty 3123.594795 = -1613314.976628
  nChanged 16
		SP:Iteration 31Q (4485.080000 sec): 3 clusters
  Score: Raw -1616449.338825 + Penalty 3123.594795 = -1613325.744030
  nChanged 28
		SP:Iteration 32Q (4485.110000 sec): 3 clusters
  Score: Raw -1616474.417465 + Penalty 3123.594795 = -1613350.822669
  nChanged 29
		SP:Iteration 33Q (4485.140000 sec): 3 clusters
  Score: Raw -1616499.808851 + Penalty 3123.594795 = -1613376.214056
  nChanged 26
		SP:Iteration 34Q (4485.170000 sec): 3 clusters
  Score: Raw -1616517.802557 + Penalty 3123.594795 = -1613394.207762
  nChanged 23
		SP:Iteration 35Q (4485.200000 sec): 3 clusters
  Score: Raw -1616532.719408 + Penalty 3123.594795 = -1613409.124612
  nChanged 18
		SP:Iteration 36Q (4485.230000 sec): 3 clusters
  Score: Raw -1616542.944415 + Penalty 3123.594795 = -1613419.349620
  nChanged 18
		SP:Iteration 37Q (4485.250000 sec): 3 clusters
  Score: Raw -1616554.202749 + Penalty 3123.594795 = -1613430.607954
  nChanged 14
		SP:Iteration 38Q (4485.280000 sec): 3 clusters
  Score: Raw -1616560.336059 + Penalty 3123.594795 = -1613436.741264
  nChanged 6
		SP:Iteration 39Q (4485.310000 sec): 3 clusters
  Score: Raw -1616564.323232 + Penalty 3123.594795 = -1613440.728437
  nChanged 5
		SP:Iteration 40F (4485.350000 sec): 3 clusters
  Score: Raw -1616566.812604 + Penalty 3123.594795 = -1613443.217809
  nChanged 6
		SP:Iteration 41Q (4485.370000 sec): 3 clusters
  Score: Raw -1616569.312116 + Penalty 3123.594795 = -1613445.717321
  nChanged 4
		SP:Iteration 42Q (4485.410000 sec): 3 clusters
  Score: Raw -1616570.435739 + Penalty 3123.594795 = -1613446.840944
  nChanged 3
		SP:Iteration 43Q (4485.430000 sec): 3 clusters
  Score: Raw -1616571.372065 + Penalty 3123.594795 = -1613447.777269
  nChanged 2
		SP:Iteration 44Q (4485.460000 sec): 3 clusters
  Score: Raw -1616572.015708 + Penalty 3123.594795 = -1613448.420912
  nChanged 3
		SP:Iteration 45Q (4485.490000 sec): 3 clusters
  Score: Raw -1616572.737431 + Penalty 3123.594795 = -1613449.142636
  nChanged 1
		SP:Iteration 46Q (4485.520000 sec): 3 clusters
  Score: Raw -1616572.997859 + Penalty 3123.594795 = -1613449.403063
  nChanged 0
		SP:Iteration 47F (4485.560000 sec): 3 clusters
  Score: Raw -1616572.997859 + Penalty 3123.594795 = -1613449.403063
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4485.570000 sec): 2 clusters
  Score: Raw -150689.586392 + Penalty 1169.583245 = -149520.003147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4485.580000 sec): 3 clusters
  Score: Raw -150277.077853 + Penalty 2339.166490 = -147937.911363
  nChanged 423
		SP:Iteration 1F (4485.580000 sec): 3 clusters
  Score: Raw -150631.441692 + Penalty 2339.166490 = -148292.275202
  nChanged 124
		SP:Iteration 2F (4485.590000 sec): 3 clusters
  Score: Raw -150744.214866 + Penalty 2339.166490 = -148405.048376
  nChanged 54
		SP:Iteration 3Q (4485.590000 sec): 3 clusters
  Score: Raw -150801.666133 + Penalty 2339.166490 = -148462.499643
  nChanged 56
		SP:Iteration 4Q (4485.590000 sec): 3 clusters
  Score: Raw -150856.805888 + Penalty 2339.166490 = -148517.639398
  nChanged 39
		SP:Iteration 5Q (4485.590000 sec): 3 clusters
  Score: Raw -150890.833519 + Penalty 2339.166490 = -148551.667029
  nChanged 30
		SP:Iteration 6Q (4485.600000 sec): 3 clusters
  Score: Raw -150917.471350 + Penalty 2339.166490 = -148578.304860
  nChanged 19
		SP:Iteration 7Q (4485.600000 sec): 3 clusters
  Score: Raw -150931.807788 + Penalty 2339.166490 = -148592.641298
  nChanged 27
		SP:Iteration 8Q (4485.610000 sec): 3 clusters
  Score: Raw -150955.011689 + Penalty 2339.166490 = -148615.845199
  nChanged 27
		SP:Iteration 9Q (4485.610000 sec): 3 clusters
  Score: Raw -150982.949617 + Penalty 2339.166490 = -148643.783127
  nChanged 20
		SP:Iteration 10Q (4485.610000 sec): 3 clusters
  Score: Raw -151004.575229 + Penalty 2339.166490 = -148665.408739
  nChanged 27
		SP:Iteration 11Q (4485.610000 sec): 3 clusters
  Score: Raw -151036.576751 + Penalty 2339.166490 = -148697.410261
  nChanged 22
		SP:Iteration 12Q (4485.620000 sec): 3 clusters
  Score: Raw -151067.791104 + Penalty 2339.166490 = -148728.624614
  nChanged 31
		SP:Iteration 13Q (4485.620000 sec): 3 clusters
  Score: Raw -151107.127114 + Penalty 2339.166490 = -148767.960624
  nChanged 31
		SP:Iteration 14Q (4485.630000 sec): 3 clusters
  Score: Raw -151180.649663 + Penalty 2339.166490 = -148841.483173
  nChanged 39
		SP:Iteration 15Q (4485.630000 sec): 3 clusters
  Score: Raw -151262.304215 + Penalty 2339.166490 = -148923.137725
  nChanged 30
		SP:Iteration 16Q (4485.630000 sec): 3 clusters
  Score: Raw -151314.930953 + Penalty 2339.166490 = -148975.764463
  nChanged 22
		SP:Iteration 17Q (4485.630000 sec): 3 clusters
  Score: Raw -151350.260063 + Penalty 2339.166490 = -149011.093573
  nChanged 23
		SP:Iteration 18Q (4485.630000 sec): 3 clusters
  Score: Raw -151384.827129 + Penalty 2339.166490 = -149045.660639
  nChanged 21
		SP:Iteration 19Q (4485.640000 sec): 3 clusters
  Score: Raw -151418.651420 + Penalty 2339.166490 = -149079.484930
  nChanged 21
		SP:Iteration 20F (4485.640000 sec): 3 clusters
  Score: Raw -151449.223366 + Penalty 2339.166490 = -149110.056876
  nChanged 24
		SP:Iteration 21Q (4485.650000 sec): 3 clusters
  Score: Raw -151487.215608 + Penalty 2339.166490 = -149148.049118
  nChanged 17
		SP:Iteration 22Q (4485.650000 sec): 3 clusters
  Score: Raw -151525.498023 + Penalty 2339.166490 = -149186.331533
  nChanged 17
		SP:Iteration 23Q (4485.650000 sec): 3 clusters
  Score: Raw -151570.100090 + Penalty 2339.166490 = -149230.933600
  nChanged 15
		SP:Iteration 24Q (4485.650000 sec): 3 clusters
  Score: Raw -151615.757864 + Penalty 2339.166490 = -149276.591374
  nChanged 14
		SP:Iteration 25Q (4485.650000 sec): 3 clusters
  Score: Raw -151640.550495 + Penalty 2339.166490 = -149301.384005
  nChanged 5
		SP:Iteration 26Q (4485.660000 sec): 3 clusters
  Score: Raw -151644.509183 + Penalty 2339.166490 = -149305.342692
  nChanged 2
		SP:Iteration 27Q (4485.660000 sec): 3 clusters
  Score: Raw -151646.827806 + Penalty 2339.166490 = -149307.661316
  nChanged 7
		SP:Iteration 28Q (4485.660000 sec): 3 clusters
  Score: Raw -151654.838187 + Penalty 2339.166490 = -149315.671696
  nChanged 2
		SP:Iteration 29Q (4485.670000 sec): 3 clusters
  Score: Raw -151656.736918 + Penalty 2339.166490 = -149317.570428
  nChanged 1
		SP:Iteration 30Q (4485.670000 sec): 3 clusters
  Score: Raw -151657.508562 + Penalty 2339.166490 = -149318.342072
  nChanged 0
		SP:Iteration 31F (4485.670000 sec): 3 clusters
  Score: Raw -151657.508562 + Penalty 2339.166490 = -149318.342072
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (320907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4486.610000 sec): 2 clusters
  Score: Raw -37201715.813286 + Penalty 2060.322329 = -37199655.490957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4487.490000 sec): 3 clusters
  Score: Raw -36986751.964673 + Penalty 4120.644658 = -36982631.320015
  nChanged 157045
		SP:Iteration 1F (4488.360000 sec): 3 clusters
  Score: Raw -37080184.919068 + Penalty 4120.644658 = -37076064.274410
  nChanged 8993
		SP:Iteration 2Q (4489.250000 sec): 3 clusters
  Score: Raw -37082455.558428 + Penalty 4120.644658 = -37078334.913770
  nChanged 10912
		SP:Iteration 3Q (4490.140000 sec): 3 clusters
  Score: Raw -37086271.892268 + Penalty 4120.644658 = -37082151.247610
  nChanged 14344
		SP:Iteration 4Q (4491.030000 sec): 3 clusters
  Score: Raw -37093059.089433 + Penalty 4120.644658 = -37088938.444775
  nChanged 19516
		SP:Iteration 5F (4491.900000 sec): 3 clusters
  Score: Raw -37105296.056266 + Penalty 4120.644658 = -37101175.411608
  nChanged 25299
		SP:Iteration 6F (4492.770000 sec): 3 clusters
  Score: Raw -37125123.068143 + Penalty 4120.644658 = -37121002.423485
  nChanged 28703
		SP:Iteration 7F (4493.640000 sec): 3 clusters
  Score: Raw -37151219.053627 + Penalty 4120.644658 = -37147098.408969
  nChanged 25297
		SP:Iteration 8F (4494.510000 sec): 3 clusters
  Score: Raw -37175701.194574 + Penalty 4120.644658 = -37171580.549916
  nChanged 16300
		SP:Iteration 9F (4495.370000 sec): 3 clusters
  Score: Raw -37191301.888726 + Penalty 4120.644658 = -37187181.244067
  nChanged 7565
		SP:Iteration 10Q (4496.090000 sec): 3 clusters
  Score: Raw -37198298.369723 + Penalty 4120.644658 = -37194177.725065
  nChanged 2743
		SP:Iteration 11Q (4496.760000 sec): 3 clusters
  Score: Raw -37200822.249053 + Penalty 4120.644658 = -37196701.604395
  nChanged 887
		SP:Iteration 12Q (4497.390000 sec): 3 clusters
  Score: Raw -37201680.214342 + Penalty 4120.644658 = -37197559.569684
  nChanged 375
		SP:Iteration 13Q (4497.990000 sec): 3 clusters
  Score: Raw -37202014.687335 + Penalty 4120.644658 = -37197894.042676
  nChanged 258
		SP:Iteration 14Q (4498.590000 sec): 3 clusters
  Score: Raw -37202196.280277 + Penalty 4120.644658 = -37198075.635619
  nChanged 192
		SP:Iteration 15Q (4499.210000 sec): 3 clusters
  Score: Raw -37202313.509563 + Penalty 4120.644658 = -37198192.864905
  nChanged 155
		SP:Iteration 16Q (4499.810000 sec): 3 clusters
  Score: Raw -37202390.537018 + Penalty 4120.644658 = -37198269.892360
  nChanged 110
		SP:Iteration 17Q (4500.410000 sec): 3 clusters
  Score: Raw -37202438.453185 + Penalty 4120.644658 = -37198317.808527
  nChanged 77
		SP:Iteration 18Q (4501.030000 sec): 3 clusters
  Score: Raw -37202467.901874 + Penalty 4120.644658 = -37198347.257216
  nChanged 67
		SP:Iteration 19Q (4501.650000 sec): 3 clusters
  Score: Raw -37202490.333209 + Penalty 4120.644658 = -37198369.688551
  nChanged 52
		SP:Iteration 20F (4502.520000 sec): 3 clusters
  Score: Raw -37202506.872987 + Penalty 4120.644658 = -37198386.228329
  nChanged 47
		SP:Iteration 21Q (4503.120000 sec): 3 clusters
  Score: Raw -37202522.728508 + Penalty 4120.644658 = -37198402.083850
  nChanged 35
		SP:Iteration 22Q (4503.720000 sec): 3 clusters
  Score: Raw -37202533.174128 + Penalty 4120.644658 = -37198412.529470
  nChanged 34
		SP:Iteration 23Q (4504.320000 sec): 3 clusters
  Score: Raw -37202546.959074 + Penalty 4120.644658 = -37198426.314416
  nChanged 49
		SP:Iteration 24Q (4504.910000 sec): 3 clusters
  Score: Raw -37202561.978113 + Penalty 4120.644658 = -37198441.333454
  nChanged 40
		SP:Iteration 25Q (4505.500000 sec): 3 clusters
  Score: Raw -37202572.700328 + Penalty 4120.644658 = -37198452.055670
  nChanged 33
		SP:Iteration 26Q (4506.100000 sec): 3 clusters
  Score: Raw -37202579.897557 + Penalty 4120.644658 = -37198459.252899
  nChanged 26
		SP:Iteration 27Q (4506.700000 sec): 3 clusters
  Score: Raw -37202586.014769 + Penalty 4120.644658 = -37198465.370110
  nChanged 24
		SP:Iteration 28Q (4507.300000 sec): 3 clusters
  Score: Raw -37202591.845773 + Penalty 4120.644658 = -37198471.201115
  nChanged 24
		SP:Iteration 29Q (4507.900000 sec): 3 clusters
  Score: Raw -37202597.732907 + Penalty 4120.644658 = -37198477.088249
  nChanged 19
		SP:Iteration 30Q (4508.500000 sec): 3 clusters
  Score: Raw -37202603.244107 + Penalty 4120.644658 = -37198482.599449
  nChanged 20
		SP:Iteration 31Q (4509.090000 sec): 3 clusters
  Score: Raw -37202608.382800 + Penalty 4120.644658 = -37198487.738142
  nChanged 21
		SP:Iteration 32Q (4509.680000 sec): 3 clusters
  Score: Raw -37202615.261648 + Penalty 4120.644658 = -37198494.616990
  nChanged 29
		SP:Iteration 33Q (4510.290000 sec): 3 clusters
  Score: Raw -37202626.295214 + Penalty 4120.644658 = -37198505.650556
  nChanged 30
		SP:Iteration 34Q (4510.900000 sec): 3 clusters
  Score: Raw -37202636.215888 + Penalty 4120.644658 = -37198515.571229
  nChanged 35
		SP:Iteration 35Q (4511.510000 sec): 3 clusters
  Score: Raw -37202644.949241 + Penalty 4120.644658 = -37198524.304583
  nChanged 29
		SP:Iteration 36Q (4512.120000 sec): 3 clusters
  Score: Raw -37202652.509635 + Penalty 4120.644658 = -37198531.864977
  nChanged 30
		SP:Iteration 37Q (4512.720000 sec): 3 clusters
  Score: Raw -37202660.718999 + Penalty 4120.644658 = -37198540.074341
  nChanged 26
		SP:Iteration 38Q (4513.320000 sec): 3 clusters
  Score: Raw -37202666.459776 + Penalty 4120.644658 = -37198545.815117
  nChanged 21
		SP:Iteration 39Q (4513.940000 sec): 3 clusters
  Score: Raw -37202669.514491 + Penalty 4120.644658 = -37198548.869833
  nChanged 13
		SP:Iteration 40F (4514.800000 sec): 3 clusters
  Score: Raw -37202672.159016 + Penalty 4120.644658 = -37198551.514358
  nChanged 10
		SP:Iteration 41Q (4515.400000 sec): 3 clusters
  Score: Raw -37202675.005263 + Penalty 4120.644658 = -37198554.360605
  nChanged 6
		SP:Iteration 42Q (4516.000000 sec): 3 clusters
  Score: Raw -37202675.940809 + Penalty 4120.644658 = -37198555.296151
  nChanged 11
		SP:Iteration 43Q (4516.600000 sec): 3 clusters
  Score: Raw -37202677.889349 + Penalty 4120.644658 = -37198557.244691
  nChanged 11
		SP:Iteration 44Q (4517.200000 sec): 3 clusters
  Score: Raw -37202679.646397 + Penalty 4120.644658 = -37198559.001739
  nChanged 5
		SP:Iteration 45Q (4517.810000 sec): 3 clusters
  Score: Raw -37202680.804538 + Penalty 4120.644658 = -37198560.159880
  nChanged 8
		SP:Iteration 46Q (4518.400000 sec): 3 clusters
  Score: Raw -37202682.193989 + Penalty 4120.644658 = -37198561.549331
  nChanged 7
		SP:Iteration 47Q (4519.010000 sec): 3 clusters
  Score: Raw -37202683.579506 + Penalty 4120.644658 = -37198562.934847
  nChanged 9
		SP:Iteration 48Q (4519.600000 sec): 3 clusters
  Score: Raw -37202684.935507 + Penalty 4120.644658 = -37198564.290849
  nChanged 7
		SP:Iteration 49Q (4520.210000 sec): 3 clusters
  Score: Raw -37202685.965250 + Penalty 4120.644658 = -37198565.320591
  nChanged 6
		SP:Iteration 50Q (4520.810000 sec): 3 clusters
  Score: Raw -37202686.935378 + Penalty 4120.644658 = -37198566.290720
  nChanged 3
		SP:Iteration 51Q (4521.410000 sec): 3 clusters
  Score: Raw -37202687.165406 + Penalty 4120.644658 = -37198566.520748
  nChanged 3
		SP:Iteration 52Q (4522.010000 sec): 3 clusters
  Score: Raw -37202687.465909 + Penalty 4120.644658 = -37198566.821250
  nChanged 2
		SP:Iteration 53Q (4522.620000 sec): 3 clusters
  Score: Raw -37202687.698820 + Penalty 4120.644658 = -37198567.054162
  nChanged 2
		SP:Iteration 54Q (4523.220000 sec): 3 clusters
  Score: Raw -37202688.268311 + Penalty 4120.644658 = -37198567.623653
  nChanged 6
		SP:Iteration 55Q (4523.820000 sec): 3 clusters
  Score: Raw -37202688.949502 + Penalty 4120.644658 = -37198568.304844
  nChanged 3
		SP:Iteration 56Q (4524.410000 sec): 3 clusters
  Score: Raw -37202689.228650 + Penalty 4120.644658 = -37198568.583992
  nChanged 2
		SP:Iteration 57Q (4525.000000 sec): 3 clusters
  Score: Raw -37202689.580697 + Penalty 4120.644658 = -37198568.936039
  nChanged 3
		SP:Iteration 58Q (4525.600000 sec): 3 clusters
  Score: Raw -37202689.914305 + Penalty 4120.644658 = -37198569.269646
  nChanged 1
		SP:Iteration 59Q (4526.210000 sec): 3 clusters
  Score: Raw -37202690.005766 + Penalty 4120.644658 = -37198569.361108
  nChanged 3
		SP:Iteration 60F (4527.060000 sec): 3 clusters
  Score: Raw -37202690.508763 + Penalty 4120.644658 = -37198569.864105
  nChanged 2
		SP:Iteration 61Q (4527.660000 sec): 3 clusters
  Score: Raw -37202690.870607 + Penalty 4120.644658 = -37198570.225949
  nChanged 4
		SP:Iteration 62Q (4528.260000 sec): 3 clusters
  Score: Raw -37202691.436715 + Penalty 4120.644658 = -37198570.792057
  nChanged 4
		SP:Iteration 63Q (4528.860000 sec): 3 clusters
  Score: Raw -37202692.262969 + Penalty 4120.644658 = -37198571.618311
  nChanged 4
		SP:Iteration 64Q (4529.460000 sec): 3 clusters
  Score: Raw -37202692.766009 + Penalty 4120.644658 = -37198572.121351
  nChanged 1
		SP:Iteration 65Q (4530.060000 sec): 3 clusters
  Score: Raw -37202692.855539 + Penalty 4120.644658 = -37198572.210881
  nChanged 1
		SP:Iteration 66Q (4530.660000 sec): 3 clusters
  Score: Raw -37202693.225218 + Penalty 4120.644658 = -37198572.580560
  nChanged 3
		SP:Iteration 67Q (4531.270000 sec): 3 clusters
  Score: Raw -37202693.768810 + Penalty 4120.644658 = -37198573.124152
  nChanged 1
		SP:Iteration 68Q (4531.870000 sec): 3 clusters
  Score: Raw -37202693.915039 + Penalty 4120.644658 = -37198573.270381
  nChanged 1
		SP:Iteration 69Q (4532.480000 sec): 3 clusters
  Score: Raw -37202694.029545 + Penalty 4120.644658 = -37198573.384887
  nChanged 1
		SP:Iteration 70Q (4533.080000 sec): 3 clusters
  Score: Raw -37202694.128409 + Penalty 4120.644658 = -37198573.483750
  nChanged 1
		SP:Iteration 71Q (4533.690000 sec): 3 clusters
  Score: Raw -37202694.438465 + Penalty 4120.644658 = -37198573.793807
  nChanged 0
		SP:Iteration 72F (4534.540000 sec): 3 clusters
  Score: Raw -37202694.438465 + Penalty 4120.644658 = -37198573.793807
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4534.700000 sec): 2 clusters
  Score: Raw -489141.677595 + Penalty 1357.978321 = -487783.699274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4534.710000 sec): 3 clusters
  Score: Raw -486926.770922 + Penalty 2715.956643 = -484210.814279
  nChanged 1712
		SP:Iteration 1F (4534.730000 sec): 3 clusters
  Score: Raw -487849.470859 + Penalty 2715.956643 = -485133.514216
  nChanged 304
		SP:Iteration 2F (4534.730000 sec): 3 clusters
  Score: Raw -488001.123795 + Penalty 2715.956643 = -485285.167152
  nChanged 175
		SP:Iteration 3Q (4534.750000 sec): 3 clusters
  Score: Raw -488079.808532 + Penalty 2715.956643 = -485363.851890
  nChanged 137
		SP:Iteration 4Q (4534.760000 sec): 3 clusters
  Score: Raw -488141.080034 + Penalty 2715.956643 = -485425.123391
  nChanged 120
		SP:Iteration 5Q (4534.770000 sec): 3 clusters
  Score: Raw -488189.093387 + Penalty 2715.956643 = -485473.136745
  nChanged 84
		SP:Iteration 6Q (4534.780000 sec): 3 clusters
  Score: Raw -488222.809292 + Penalty 2715.956643 = -485506.852649
  nChanged 72
		SP:Iteration 7Q (4534.790000 sec): 3 clusters
  Score: Raw -488246.169780 + Penalty 2715.956643 = -485530.213137
  nChanged 66
		SP:Iteration 8Q (4534.800000 sec): 3 clusters
  Score: Raw -488269.630898 + Penalty 2715.956643 = -485553.674256
  nChanged 66
		SP:Iteration 9Q (4534.810000 sec): 3 clusters
  Score: Raw -488294.701385 + Penalty 2715.956643 = -485578.744743
  nChanged 75
		SP:Iteration 10Q (4534.820000 sec): 3 clusters
  Score: Raw -488319.871943 + Penalty 2715.956643 = -485603.915300
  nChanged 74
		SP:Iteration 11Q (4534.830000 sec): 3 clusters
  Score: Raw -488342.978426 + Penalty 2715.956643 = -485627.021783
  nChanged 63
		SP:Iteration 12Q (4534.840000 sec): 3 clusters
  Score: Raw -488360.615407 + Penalty 2715.956643 = -485644.658764
  nChanged 54
		SP:Iteration 13Q (4534.850000 sec): 3 clusters
  Score: Raw -488375.952341 + Penalty 2715.956643 = -485659.995698
  nChanged 42
		SP:Iteration 14Q (4534.860000 sec): 3 clusters
  Score: Raw -488389.131788 + Penalty 2715.956643 = -485673.175145
  nChanged 40
		SP:Iteration 15Q (4534.870000 sec): 3 clusters
  Score: Raw -488400.853656 + Penalty 2715.956643 = -485684.897013
  nChanged 38
		SP:Iteration 16Q (4534.880000 sec): 3 clusters
  Score: Raw -488411.356936 + Penalty 2715.956643 = -485695.400293
  nChanged 37
		SP:Iteration 17Q (4534.890000 sec): 3 clusters
  Score: Raw -488423.576747 + Penalty 2715.956643 = -485707.620104
  nChanged 46
		SP:Iteration 18Q (4534.910000 sec): 3 clusters
  Score: Raw -488440.307838 + Penalty 2715.956643 = -485724.351196
  nChanged 61
		SP:Iteration 19Q (4534.910000 sec): 3 clusters
  Score: Raw -488462.578775 + Penalty 2715.956643 = -485746.622132
  nChanged 55
		SP:Iteration 20F (4534.930000 sec): 3 clusters
  Score: Raw -488483.757103 + Penalty 2715.956643 = -485767.800460
  nChanged 57
		SP:Iteration 21Q (4534.940000 sec): 3 clusters
  Score: Raw -488504.238947 + Penalty 2715.956643 = -485788.282304
  nChanged 71
		SP:Iteration 22Q (4534.950000 sec): 3 clusters
  Score: Raw -488531.259812 + Penalty 2715.956643 = -485815.303169
  nChanged 86
		SP:Iteration 23Q (4534.960000 sec): 3 clusters
  Score: Raw -488567.653915 + Penalty 2715.956643 = -485851.697273
  nChanged 92
		SP:Iteration 24Q (4534.970000 sec): 3 clusters
  Score: Raw -488612.436241 + Penalty 2715.956643 = -485896.479598
  nChanged 100
		SP:Iteration 25Q (4534.980000 sec): 3 clusters
  Score: Raw -488658.231730 + Penalty 2715.956643 = -485942.275087
  nChanged 89
		SP:Iteration 26Q (4534.990000 sec): 3 clusters
  Score: Raw -488706.110422 + Penalty 2715.956643 = -485990.153779
  nChanged 101
		SP:Iteration 27Q (4535.000000 sec): 3 clusters
  Score: Raw -488765.789177 + Penalty 2715.956643 = -486049.832534
  nChanged 116
		SP:Iteration 28Q (4535.010000 sec): 3 clusters
  Score: Raw -488839.952831 + Penalty 2715.956643 = -486123.996188
  nChanged 106
		SP:Iteration 29Q (4535.020000 sec): 3 clusters
  Score: Raw -488909.222959 + Penalty 2715.956643 = -486193.266317
  nChanged 88
		SP:Iteration 30Q (4535.030000 sec): 3 clusters
  Score: Raw -488971.006374 + Penalty 2715.956643 = -486255.049731
  nChanged 75
		SP:Iteration 31Q (4535.040000 sec): 3 clusters
  Score: Raw -489027.698130 + Penalty 2715.956643 = -486311.741488
  nChanged 65
		SP:Iteration 32Q (4535.050000 sec): 3 clusters
  Score: Raw -489081.997612 + Penalty 2715.956643 = -486366.040969
  nChanged 53
		SP:Iteration 33Q (4535.060000 sec): 3 clusters
  Score: Raw -489131.022928 + Penalty 2715.956643 = -486415.066285
  nChanged 50
		SP:Iteration 34Q (4535.070000 sec): 3 clusters
  Score: Raw -489170.885201 + Penalty 2715.956643 = -486454.928558
  nChanged 38
		SP:Iteration 35Q (4535.080000 sec): 3 clusters
  Score: Raw -489197.224992 + Penalty 2715.956643 = -486481.268349
  nChanged 22
		SP:Iteration 36Q (4535.090000 sec): 3 clusters
  Score: Raw -489217.447002 + Penalty 2715.956643 = -486501.490359
  nChanged 24
		SP:Iteration 37Q (4535.090000 sec): 3 clusters
  Score: Raw -489238.054874 + Penalty 2715.956643 = -486522.098231
  nChanged 8
		SP:Iteration 38Q (4535.110000 sec): 3 clusters
  Score: Raw -489248.458244 + Penalty 2715.956643 = -486532.501602
  nChanged 12
		SP:Iteration 39Q (4535.110000 sec): 3 clusters
  Score: Raw -489259.612164 + Penalty 2715.956643 = -486543.655522
  nChanged 8
		SP:Iteration 40F (4535.130000 sec): 3 clusters
  Score: Raw -489268.632813 + Penalty 2715.956643 = -486552.676170
  nChanged 12
		SP:Iteration 41Q (4535.130000 sec): 3 clusters
  Score: Raw -489281.353727 + Penalty 2715.956643 = -486565.397084
  nChanged 11
		SP:Iteration 42Q (4535.140000 sec): 3 clusters
  Score: Raw -489289.930621 + Penalty 2715.956643 = -486573.973978
  nChanged 3
		SP:Iteration 43Q (4535.150000 sec): 3 clusters
  Score: Raw -489291.882673 + Penalty 2715.956643 = -486575.926031
  nChanged 1
		SP:Iteration 44Q (4535.160000 sec): 3 clusters
  Score: Raw -489292.444777 + Penalty 2715.956643 = -486576.488135
  nChanged 2
		SP:Iteration 45Q (4535.170000 sec): 3 clusters
  Score: Raw -489294.467935 + Penalty 2715.956643 = -486578.511292
  nChanged 1
		SP:Iteration 46Q (4535.180000 sec): 3 clusters
  Score: Raw -489296.391292 + Penalty 2715.956643 = -486580.434649
  nChanged 3
		SP:Iteration 47Q (4535.190000 sec): 3 clusters
  Score: Raw -489298.542986 + Penalty 2715.956643 = -486582.586343
  nChanged 1
		SP:Iteration 48Q (4535.190000 sec): 3 clusters
  Score: Raw -489299.167408 + Penalty 2715.956643 = -486583.210765
  nChanged 0
		SP:Iteration 49F (4535.200000 sec): 3 clusters
  Score: Raw -489299.167408 + Penalty 2715.956643 = -486583.210765
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (22541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4535.270000 sec): 2 clusters
  Score: Raw -2657801.627641 + Penalty 1628.752312 = -2656172.875329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4535.330000 sec): 3 clusters
  Score: Raw -2644092.249108 + Penalty 3257.504624 = -2640834.744484
  nChanged 10277
		SP:Iteration 1F (4535.390000 sec): 3 clusters
  Score: Raw -2649835.038653 + Penalty 3257.504624 = -2646577.534029
  nChanged 1189
		SP:Iteration 2F (4535.450000 sec): 3 clusters
  Score: Raw -2650332.661089 + Penalty 3257.504624 = -2647075.156465
  nChanged 1133
		SP:Iteration 3F (4535.510000 sec): 3 clusters
  Score: Raw -2650806.499478 + Penalty 3257.504624 = -2647548.994853
  nChanged 1054
		SP:Iteration 4Q (4535.570000 sec): 3 clusters
  Score: Raw -2651238.870986 + Penalty 3257.504624 = -2647981.366362
  nChanged 994
		SP:Iteration 5Q (4535.630000 sec): 3 clusters
  Score: Raw -2651651.916197 + Penalty 3257.504624 = -2648394.411573
  nChanged 958
		SP:Iteration 6Q (4535.690000 sec): 3 clusters
  Score: Raw -2652058.230422 + Penalty 3257.504624 = -2648800.725798
  nChanged 949
		SP:Iteration 7Q (4535.750000 sec): 3 clusters
  Score: Raw -2652508.004870 + Penalty 3257.504624 = -2649250.500245
  nChanged 945
		SP:Iteration 8Q (4535.810000 sec): 3 clusters
  Score: Raw -2653013.565595 + Penalty 3257.504624 = -2649756.060970
  nChanged 1005
		SP:Iteration 9Q (4535.870000 sec): 3 clusters
  Score: Raw -2653658.327316 + Penalty 3257.504624 = -2650400.822692
  nChanged 1027
		SP:Iteration 10Q (4535.930000 sec): 3 clusters
  Score: Raw -2654349.458058 + Penalty 3257.504624 = -2651091.953433
  nChanged 994
		SP:Iteration 11Q (4535.990000 sec): 3 clusters
  Score: Raw -2655004.331253 + Penalty 3257.504624 = -2651746.826629
  nChanged 873
		SP:Iteration 12Q (4536.040000 sec): 3 clusters
  Score: Raw -2655586.633851 + Penalty 3257.504624 = -2652329.129226
  nChanged 762
		SP:Iteration 13Q (4536.100000 sec): 3 clusters
  Score: Raw -2656081.264916 + Penalty 3257.504624 = -2652823.760292
  nChanged 620
		SP:Iteration 14Q (4536.150000 sec): 3 clusters
  Score: Raw -2656424.259736 + Penalty 3257.504624 = -2653166.755111
  nChanged 467
		SP:Iteration 15Q (4536.210000 sec): 3 clusters
  Score: Raw -2656651.757485 + Penalty 3257.504624 = -2653394.252861
  nChanged 386
		SP:Iteration 16Q (4536.260000 sec): 3 clusters
  Score: Raw -2656823.526543 + Penalty 3257.504624 = -2653566.021918
  nChanged 305
		SP:Iteration 17Q (4536.310000 sec): 3 clusters
  Score: Raw -2656951.206526 + Penalty 3257.504624 = -2653693.701902
  nChanged 260
		SP:Iteration 18Q (4536.360000 sec): 3 clusters
  Score: Raw -2657058.351235 + Penalty 3257.504624 = -2653800.846611
  nChanged 238
		SP:Iteration 19Q (4536.410000 sec): 3 clusters
  Score: Raw -2657151.929602 + Penalty 3257.504624 = -2653894.424978
  nChanged 228
		SP:Iteration 20F (4536.470000 sec): 3 clusters
  Score: Raw -2657233.075054 + Penalty 3257.504624 = -2653975.570429
  nChanged 205
		SP:Iteration 21Q (4536.520000 sec): 3 clusters
  Score: Raw -2657301.406072 + Penalty 3257.504624 = -2654043.901448
  nChanged 180
		SP:Iteration 22Q (4536.570000 sec): 3 clusters
  Score: Raw -2657358.416756 + Penalty 3257.504624 = -2654100.912132
  nChanged 161
		SP:Iteration 23Q (4536.620000 sec): 3 clusters
  Score: Raw -2657407.778080 + Penalty 3257.504624 = -2654150.273455
  nChanged 152
		SP:Iteration 24Q (4536.670000 sec): 3 clusters
  Score: Raw -2657453.437534 + Penalty 3257.504624 = -2654195.932910
  nChanged 145
		SP:Iteration 25Q (4536.720000 sec): 3 clusters
  Score: Raw -2657496.114216 + Penalty 3257.504624 = -2654238.609592
  nChanged 134
		SP:Iteration 26Q (4536.770000 sec): 3 clusters
  Score: Raw -2657530.053772 + Penalty 3257.504624 = -2654272.549148
  nChanged 123
		SP:Iteration 27Q (4536.820000 sec): 3 clusters
  Score: Raw -2657562.161926 + Penalty 3257.504624 = -2654304.657302
  nChanged 122
		SP:Iteration 28Q (4536.870000 sec): 3 clusters
  Score: Raw -2657593.362074 + Penalty 3257.504624 = -2654335.857450
  nChanged 108
		SP:Iteration 29Q (4536.920000 sec): 3 clusters
  Score: Raw -2657619.142599 + Penalty 3257.504624 = -2654361.637975
  nChanged 89
		SP:Iteration 30Q (4536.970000 sec): 3 clusters
  Score: Raw -2657641.078321 + Penalty 3257.504624 = -2654383.573697
  nChanged 95
		SP:Iteration 31Q (4537.010000 sec): 3 clusters
  Score: Raw -2657665.466062 + Penalty 3257.504624 = -2654407.961437
  nChanged 98
		SP:Iteration 32Q (4537.060000 sec): 3 clusters
  Score: Raw -2657693.478542 + Penalty 3257.504624 = -2654435.973917
  nChanged 96
		SP:Iteration 33Q (4537.110000 sec): 3 clusters
  Score: Raw -2657717.508583 + Penalty 3257.504624 = -2654460.003958
  nChanged 95
		SP:Iteration 34Q (4537.150000 sec): 3 clusters
  Score: Raw -2657740.656345 + Penalty 3257.504624 = -2654483.151720
  nChanged 80
		SP:Iteration 35Q (4537.200000 sec): 3 clusters
  Score: Raw -2657761.164233 + Penalty 3257.504624 = -2654503.659608
  nChanged 77
		SP:Iteration 36Q (4537.250000 sec): 3 clusters
  Score: Raw -2657779.694419 + Penalty 3257.504624 = -2654522.189795
  nChanged 78
		SP:Iteration 37Q (4537.290000 sec): 3 clusters
  Score: Raw -2657800.326865 + Penalty 3257.504624 = -2654542.822241
  nChanged 89
		SP:Iteration 38Q (4537.340000 sec): 3 clusters
  Score: Raw -2657824.900763 + Penalty 3257.504624 = -2654567.396138
  nChanged 80
		SP:Iteration 39Q (4537.390000 sec): 3 clusters
  Score: Raw -2657846.146936 + Penalty 3257.504624 = -2654588.642311
  nChanged 75
		SP:Iteration 40F (4537.440000 sec): 3 clusters
  Score: Raw -2657870.567999 + Penalty 3257.504624 = -2654613.063374
  nChanged 81
		SP:Iteration 41Q (4537.490000 sec): 3 clusters
  Score: Raw -2657899.035126 + Penalty 3257.504624 = -2654641.530501
  nChanged 78
		SP:Iteration 42Q (4537.530000 sec): 3 clusters
  Score: Raw -2657922.633187 + Penalty 3257.504624 = -2654665.128562
  nChanged 56
		SP:Iteration 43Q (4537.580000 sec): 3 clusters
  Score: Raw -2657937.634455 + Penalty 3257.504624 = -2654680.129830
  nChanged 43
		SP:Iteration 44Q (4537.630000 sec): 3 clusters
  Score: Raw -2657947.746832 + Penalty 3257.504624 = -2654690.242208
  nChanged 47
		SP:Iteration 45Q (4537.670000 sec): 3 clusters
  Score: Raw -2657958.985570 + Penalty 3257.504624 = -2654701.480946
  nChanged 36
		SP:Iteration 46Q (4537.710000 sec): 3 clusters
  Score: Raw -2657967.492539 + Penalty 3257.504624 = -2654709.987914
  nChanged 40
		SP:Iteration 47Q (4537.760000 sec): 3 clusters
  Score: Raw -2657978.016809 + Penalty 3257.504624 = -2654720.512184
  nChanged 34
		SP:Iteration 48Q (4537.800000 sec): 3 clusters
  Score: Raw -2657987.849721 + Penalty 3257.504624 = -2654730.345097
  nChanged 40
		SP:Iteration 49Q (4537.850000 sec): 3 clusters
  Score: Raw -2658000.579265 + Penalty 3257.504624 = -2654743.074641
  nChanged 48
		SP:Iteration 50Q (4537.890000 sec): 3 clusters
  Score: Raw -2658012.939532 + Penalty 3257.504624 = -2654755.434908
  nChanged 32
		SP:Iteration 51Q (4537.940000 sec): 3 clusters
  Score: Raw -2658022.487612 + Penalty 3257.504624 = -2654764.982988
  nChanged 32
		SP:Iteration 52Q (4537.980000 sec): 3 clusters
  Score: Raw -2658030.822015 + Penalty 3257.504624 = -2654773.317391
  nChanged 23
		SP:Iteration 53Q (4538.030000 sec): 3 clusters
  Score: Raw -2658035.458600 + Penalty 3257.504624 = -2654777.953975
  nChanged 14
		SP:Iteration 54Q (4538.070000 sec): 3 clusters
  Score: Raw -2658038.728979 + Penalty 3257.504624 = -2654781.224355
  nChanged 15
		SP:Iteration 55Q (4538.110000 sec): 3 clusters
  Score: Raw -2658041.749246 + Penalty 3257.504624 = -2654784.244622
  nChanged 18
		SP:Iteration 56Q (4538.160000 sec): 3 clusters
  Score: Raw -2658045.904618 + Penalty 3257.504624 = -2654788.399993
  nChanged 13
		SP:Iteration 57Q (4538.200000 sec): 3 clusters
  Score: Raw -2658048.914329 + Penalty 3257.504624 = -2654791.409704
  nChanged 14
		SP:Iteration 58Q (4538.240000 sec): 3 clusters
  Score: Raw -2658052.107750 + Penalty 3257.504624 = -2654794.603125
  nChanged 12
		SP:Iteration 59Q (4538.290000 sec): 3 clusters
  Score: Raw -2658054.149762 + Penalty 3257.504624 = -2654796.645138
  nChanged 11
		SP:Iteration 60F (4538.350000 sec): 3 clusters
  Score: Raw -2658056.801598 + Penalty 3257.504624 = -2654799.296974
  nChanged 13
		SP:Iteration 61Q (4538.390000 sec): 3 clusters
  Score: Raw -2658060.356211 + Penalty 3257.504624 = -2654802.851586
  nChanged 12
		SP:Iteration 62Q (4538.430000 sec): 3 clusters
  Score: Raw -2658062.745653 + Penalty 3257.504624 = -2654805.241029
  nChanged 10
		SP:Iteration 63Q (4538.480000 sec): 3 clusters
  Score: Raw -2658064.755102 + Penalty 3257.504624 = -2654807.250478
  nChanged 9
		SP:Iteration 64Q (4538.520000 sec): 3 clusters
  Score: Raw -2658067.360040 + Penalty 3257.504624 = -2654809.855415
  nChanged 11
		SP:Iteration 65Q (4538.560000 sec): 3 clusters
  Score: Raw -2658069.509196 + Penalty 3257.504624 = -2654812.004572
  nChanged 9
		SP:Iteration 66Q (4538.610000 sec): 3 clusters
  Score: Raw -2658071.259094 + Penalty 3257.504624 = -2654813.754470
  nChanged 9
		SP:Iteration 67Q (4538.650000 sec): 3 clusters
  Score: Raw -2658073.274965 + Penalty 3257.504624 = -2654815.770340
  nChanged 6
		SP:Iteration 68Q (4538.690000 sec): 3 clusters
  Score: Raw -2658074.757563 + Penalty 3257.504624 = -2654817.252939
  nChanged 7
		SP:Iteration 69Q (4538.740000 sec): 3 clusters
  Score: Raw -2658076.301117 + Penalty 3257.504624 = -2654818.796492
  nChanged 4
		SP:Iteration 70Q (4538.780000 sec): 3 clusters
  Score: Raw -2658076.851900 + Penalty 3257.504624 = -2654819.347275
  nChanged 2
		SP:Iteration 71Q (4538.820000 sec): 3 clusters
  Score: Raw -2658077.102156 + Penalty 3257.504624 = -2654819.597532
  nChanged 0
		SP:Iteration 72F (4538.880000 sec): 3 clusters
  Score: Raw -2658077.102156 + Penalty 3257.504624 = -2654819.597532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4538.910000 sec): 2 clusters
  Score: Raw -784756.970292 + Penalty 1433.483570 = -783323.486722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4538.930000 sec): 3 clusters
  Score: Raw -781104.941910 + Penalty 2866.967139 = -778237.974770
  nChanged 2840
		SP:Iteration 1F (4538.950000 sec): 3 clusters
  Score: Raw -782659.371535 + Penalty 2866.967139 = -779792.404396
  nChanged 454
		SP:Iteration 2F (4538.960000 sec): 3 clusters
  Score: Raw -782885.183940 + Penalty 2866.967139 = -780018.216801
  nChanged 383
		SP:Iteration 3F (4538.980000 sec): 3 clusters
  Score: Raw -783083.410800 + Penalty 2866.967139 = -780216.443661
  nChanged 347
		SP:Iteration 4F (4539.000000 sec): 3 clusters
  Score: Raw -783257.394130 + Penalty 2866.967139 = -780390.426990
  nChanged 323
		SP:Iteration 5Q (4539.010000 sec): 3 clusters
  Score: Raw -783437.958335 + Penalty 2866.967139 = -780570.991196
  nChanged 333
		SP:Iteration 6Q (4539.030000 sec): 3 clusters
  Score: Raw -783648.453921 + Penalty 2866.967139 = -780781.486781
  nChanged 300
		SP:Iteration 7Q (4539.050000 sec): 3 clusters
  Score: Raw -783830.583213 + Penalty 2866.967139 = -780963.616074
  nChanged 255
		SP:Iteration 8Q (4539.070000 sec): 3 clusters
  Score: Raw -783980.027883 + Penalty 2866.967139 = -781113.060744
  nChanged 234
		SP:Iteration 9Q (4539.080000 sec): 3 clusters
  Score: Raw -784130.495991 + Penalty 2866.967139 = -781263.528852
  nChanged 227
		SP:Iteration 10Q (4539.100000 sec): 3 clusters
  Score: Raw -784285.450510 + Penalty 2866.967139 = -781418.483370
  nChanged 219
		SP:Iteration 11Q (4539.110000 sec): 3 clusters
  Score: Raw -784427.813965 + Penalty 2866.967139 = -781560.846826
  nChanged 150
		SP:Iteration 12Q (4539.130000 sec): 3 clusters
  Score: Raw -784544.814176 + Penalty 2866.967139 = -781677.847036
  nChanged 148
		SP:Iteration 13Q (4539.150000 sec): 3 clusters
  Score: Raw -784660.955868 + Penalty 2866.967139 = -781793.988729
  nChanged 125
		SP:Iteration 14Q (4539.160000 sec): 3 clusters
  Score: Raw -784781.699636 + Penalty 2866.967139 = -781914.732497
  nChanged 108
		SP:Iteration 15Q (4539.180000 sec): 3 clusters
  Score: Raw -784883.372191 + Penalty 2866.967139 = -782016.405052
  nChanged 89
		SP:Iteration 16Q (4539.190000 sec): 3 clusters
  Score: Raw -784957.903130 + Penalty 2866.967139 = -782090.935990
  nChanged 58
		SP:Iteration 17Q (4539.210000 sec): 3 clusters
  Score: Raw -785003.706200 + Penalty 2866.967139 = -782136.739060
  nChanged 51
		SP:Iteration 18Q (4539.220000 sec): 3 clusters
  Score: Raw -785041.235124 + Penalty 2866.967139 = -782174.267985
  nChanged 37
		SP:Iteration 19Q (4539.230000 sec): 3 clusters
  Score: Raw -785063.406319 + Penalty 2866.967139 = -782196.439179
  nChanged 22
		SP:Iteration 20F (4539.250000 sec): 3 clusters
  Score: Raw -785078.529139 + Penalty 2866.967139 = -782211.562000
  nChanged 21
		SP:Iteration 21Q (4539.260000 sec): 3 clusters
  Score: Raw -785097.717183 + Penalty 2866.967139 = -782230.750044
  nChanged 20
		SP:Iteration 22Q (4539.280000 sec): 3 clusters
  Score: Raw -785117.028442 + Penalty 2866.967139 = -782250.061302
  nChanged 27
		SP:Iteration 23Q (4539.290000 sec): 3 clusters
  Score: Raw -785138.628419 + Penalty 2866.967139 = -782271.661279
  nChanged 21
		SP:Iteration 24Q (4539.300000 sec): 3 clusters
  Score: Raw -785168.404127 + Penalty 2866.967139 = -782301.436988
  nChanged 26
		SP:Iteration 25Q (4539.310000 sec): 3 clusters
  Score: Raw -785188.458534 + Penalty 2866.967139 = -782321.491395
  nChanged 16
		SP:Iteration 26Q (4539.330000 sec): 3 clusters
  Score: Raw -785200.710676 + Penalty 2866.967139 = -782333.743537
  nChanged 11
		SP:Iteration 27Q (4539.340000 sec): 3 clusters
  Score: Raw -785208.370862 + Penalty 2866.967139 = -782341.403723
  nChanged 9
		SP:Iteration 28Q (4539.350000 sec): 3 clusters
  Score: Raw -785213.710115 + Penalty 2866.967139 = -782346.742976
  nChanged 5
		SP:Iteration 29Q (4539.370000 sec): 3 clusters
  Score: Raw -785217.045804 + Penalty 2866.967139 = -782350.078665
  nChanged 7
		SP:Iteration 30Q (4539.380000 sec): 3 clusters
  Score: Raw -785219.982018 + Penalty 2866.967139 = -782353.014879
  nChanged 1
		SP:Iteration 31Q (4539.390000 sec): 3 clusters
  Score: Raw -785221.726512 + Penalty 2866.967139 = -782354.759372
  nChanged 4
		SP:Iteration 32Q (4539.400000 sec): 3 clusters
  Score: Raw -785225.645568 + Penalty 2866.967139 = -782358.678428
  nChanged 5
		SP:Iteration 33Q (4539.410000 sec): 3 clusters
  Score: Raw -785227.613984 + Penalty 2866.967139 = -782360.646845
  nChanged 8
		SP:Iteration 34Q (4539.430000 sec): 3 clusters
  Score: Raw -785230.011600 + Penalty 2866.967139 = -782363.044460
  nChanged 6
		SP:Iteration 35Q (4539.440000 sec): 3 clusters
  Score: Raw -785231.590852 + Penalty 2866.967139 = -782364.623712
  nChanged 0
		SP:Iteration 36F (4539.460000 sec): 3 clusters
  Score: Raw -785231.590852 + Penalty 2866.967139 = -782364.623712
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.470000 sec): 2 clusters
  Score: Raw -390924.063610 + Penalty 1324.638518 = -389599.425092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4539.480000 sec): 3 clusters
  Score: Raw -389258.559324 + Penalty 2649.277035 = -386609.282289
  nChanged 1313
		SP:Iteration 1F (4539.490000 sec): 3 clusters
  Score: Raw -389998.200850 + Penalty 2649.277035 = -387348.923815
  nChanged 247
		SP:Iteration 2F (4539.500000 sec): 3 clusters
  Score: Raw -390147.058318 + Penalty 2649.277035 = -387497.781283
  nChanged 187
		SP:Iteration 3F (4539.510000 sec): 3 clusters
  Score: Raw -390273.767855 + Penalty 2649.277035 = -387624.490819
  nChanged 167
		SP:Iteration 4Q (4539.510000 sec): 3 clusters
  Score: Raw -390370.715234 + Penalty 2649.277035 = -387721.438199
  nChanged 133
		SP:Iteration 5Q (4539.530000 sec): 3 clusters
  Score: Raw -390453.385992 + Penalty 2649.277035 = -387804.108956
  nChanged 132
		SP:Iteration 6Q (4539.530000 sec): 3 clusters
  Score: Raw -390535.286484 + Penalty 2649.277035 = -387886.009449
  nChanged 117
		SP:Iteration 7Q (4539.540000 sec): 3 clusters
  Score: Raw -390601.051399 + Penalty 2649.277035 = -387951.774364
  nChanged 98
		SP:Iteration 8Q (4539.550000 sec): 3 clusters
  Score: Raw -390663.794778 + Penalty 2649.277035 = -388014.517742
  nChanged 108
		SP:Iteration 9Q (4539.560000 sec): 3 clusters
  Score: Raw -390733.402604 + Penalty 2649.277035 = -388084.125568
  nChanged 99
		SP:Iteration 10Q (4539.570000 sec): 3 clusters
  Score: Raw -390792.661601 + Penalty 2649.277035 = -388143.384565
  nChanged 88
		SP:Iteration 11Q (4539.570000 sec): 3 clusters
  Score: Raw -390849.571933 + Penalty 2649.277035 = -388200.294898
  nChanged 96
		SP:Iteration 12Q (4539.580000 sec): 3 clusters
  Score: Raw -390913.726344 + Penalty 2649.277035 = -388264.449309
  nChanged 72
		SP:Iteration 13Q (4539.590000 sec): 3 clusters
  Score: Raw -390964.148482 + Penalty 2649.277035 = -388314.871447
  nChanged 62
		SP:Iteration 14Q (4539.600000 sec): 3 clusters
  Score: Raw -391002.082007 + Penalty 2649.277035 = -388352.804971
  nChanged 41
		SP:Iteration 15Q (4539.610000 sec): 3 clusters
  Score: Raw -391023.789906 + Penalty 2649.277035 = -388374.512870
  nChanged 33
		SP:Iteration 16Q (4539.620000 sec): 3 clusters
  Score: Raw -391040.973645 + Penalty 2649.277035 = -388391.696610
  nChanged 19
		SP:Iteration 17Q (4539.630000 sec): 3 clusters
  Score: Raw -391050.499973 + Penalty 2649.277035 = -388401.222938
  nChanged 22
		SP:Iteration 18Q (4539.630000 sec): 3 clusters
  Score: Raw -391067.434854 + Penalty 2649.277035 = -388418.157819
  nChanged 23
		SP:Iteration 19Q (4539.640000 sec): 3 clusters
  Score: Raw -391089.516125 + Penalty 2649.277035 = -388440.239090
  nChanged 30
		SP:Iteration 20F (4539.650000 sec): 3 clusters
  Score: Raw -391107.323833 + Penalty 2649.277035 = -388458.046798
  nChanged 25
		SP:Iteration 21Q (4539.660000 sec): 3 clusters
  Score: Raw -391122.686903 + Penalty 2649.277035 = -388473.409868
  nChanged 27
		SP:Iteration 22Q (4539.670000 sec): 3 clusters
  Score: Raw -391137.677963 + Penalty 2649.277035 = -388488.400928
  nChanged 18
		SP:Iteration 23Q (4539.670000 sec): 3 clusters
  Score: Raw -391148.880413 + Penalty 2649.277035 = -388499.603378
  nChanged 11
		SP:Iteration 24Q (4539.680000 sec): 3 clusters
  Score: Raw -391153.896069 + Penalty 2649.277035 = -388504.619034
  nChanged 12
		SP:Iteration 25Q (4539.690000 sec): 3 clusters
  Score: Raw -391159.417246 + Penalty 2649.277035 = -388510.140211
  nChanged 8
		SP:Iteration 26Q (4539.700000 sec): 3 clusters
  Score: Raw -391163.804247 + Penalty 2649.277035 = -388514.527212
  nChanged 10
		SP:Iteration 27Q (4539.710000 sec): 3 clusters
  Score: Raw -391169.040338 + Penalty 2649.277035 = -388519.763303
  nChanged 9
		SP:Iteration 28Q (4539.710000 sec): 3 clusters
  Score: Raw -391173.691431 + Penalty 2649.277035 = -388524.414395
  nChanged 8
		SP:Iteration 29Q (4539.720000 sec): 3 clusters
  Score: Raw -391180.310065 + Penalty 2649.277035 = -388531.033030
  nChanged 9
		SP:Iteration 30Q (4539.730000 sec): 3 clusters
  Score: Raw -391184.633036 + Penalty 2649.277035 = -388535.356001
  nChanged 10
		SP:Iteration 31Q (4539.740000 sec): 3 clusters
  Score: Raw -391190.601150 + Penalty 2649.277035 = -388541.324114
  nChanged 5
		SP:Iteration 32Q (4539.750000 sec): 3 clusters
  Score: Raw -391193.429419 + Penalty 2649.277035 = -388544.152383
  nChanged 7
		SP:Iteration 33Q (4539.750000 sec): 3 clusters
  Score: Raw -391199.133908 + Penalty 2649.277035 = -388549.856873
  nChanged 7
		SP:Iteration 34Q (4539.760000 sec): 3 clusters
  Score: Raw -391202.261813 + Penalty 2649.277035 = -388552.984777
  nChanged 5
		SP:Iteration 35Q (4539.770000 sec): 3 clusters
  Score: Raw -391203.545810 + Penalty 2649.277035 = -388554.268775
  nChanged 1
		SP:Iteration 36Q (4539.780000 sec): 3 clusters
  Score: Raw -391203.849123 + Penalty 2649.277035 = -388554.572088
  nChanged 1
		SP:Iteration 37Q (4539.790000 sec): 3 clusters
  Score: Raw -391204.334932 + Penalty 2649.277035 = -388555.057896
  nChanged 1
		SP:Iteration 38Q (4539.790000 sec): 3 clusters
  Score: Raw -391204.552419 + Penalty 2649.277035 = -388555.275384
  nChanged 2
		SP:Iteration 39Q (4539.800000 sec): 3 clusters
  Score: Raw -391205.620593 + Penalty 2649.277035 = -388556.343558
  nChanged 1
		SP:Iteration 40F (4539.810000 sec): 3 clusters
  Score: Raw -391206.536730 + Penalty 2649.277035 = -388557.259694
  nChanged 2
		SP:Iteration 41Q (4539.820000 sec): 3 clusters
  Score: Raw -391207.623943 + Penalty 2649.277035 = -388558.346907
  nChanged 2
		SP:Iteration 42Q (4539.830000 sec): 3 clusters
  Score: Raw -391209.032486 + Penalty 2649.277035 = -388559.755451
  nChanged 2
		SP:Iteration 43Q (4539.830000 sec): 3 clusters
  Score: Raw -391211.070042 + Penalty 2649.277035 = -388561.793007
  nChanged 5
		SP:Iteration 44Q (4539.840000 sec): 3 clusters
  Score: Raw -391213.180351 + Penalty 2649.277035 = -388563.903316
  nChanged 4
		SP:Iteration 45Q (4539.850000 sec): 3 clusters
  Score: Raw -391214.346715 + Penalty 2649.277035 = -388565.069680
  nChanged 4
		SP:Iteration 46Q (4539.850000 sec): 3 clusters
  Score: Raw -391218.260062 + Penalty 2649.277035 = -388568.983026
  nChanged 8
		SP:Iteration 47Q (4539.860000 sec): 3 clusters
  Score: Raw -391222.374199 + Penalty 2649.277035 = -388573.097164
  nChanged 0
		SP:Iteration 48F (4539.870000 sec): 3 clusters
  Score: Raw -391222.374199 + Penalty 2649.277035 = -388573.097164
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4539.880000 sec): 2 clusters
  Score: Raw -151057.364158 + Penalty 1171.757999 = -149885.606159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4539.890000 sec): 3 clusters
  Score: Raw -150553.369355 + Penalty 2343.515997 = -148209.853358
  nChanged 423
		SP:Iteration 1F (4539.890000 sec): 3 clusters
  Score: Raw -150840.558846 + Penalty 2343.515997 = -148497.042849
  nChanged 101
		SP:Iteration 2F (4539.900000 sec): 3 clusters
  Score: Raw -150926.565236 + Penalty 2343.515997 = -148583.049238
  nChanged 62
		SP:Iteration 3Q (4539.900000 sec): 3 clusters
  Score: Raw -150982.564349 + Penalty 2343.515997 = -148639.048352
  nChanged 50
		SP:Iteration 4Q (4539.900000 sec): 3 clusters
  Score: Raw -151030.254521 + Penalty 2343.515997 = -148686.738523
  nChanged 48
		SP:Iteration 5Q (4539.900000 sec): 3 clusters
  Score: Raw -151074.445433 + Penalty 2343.515997 = -148730.929435
  nChanged 31
		SP:Iteration 6Q (4539.910000 sec): 3 clusters
  Score: Raw -151100.166804 + Penalty 2343.515997 = -148756.650806
  nChanged 29
		SP:Iteration 7Q (4539.910000 sec): 3 clusters
  Score: Raw -151122.260278 + Penalty 2343.515997 = -148778.744280
  nChanged 24
		SP:Iteration 8Q (4539.920000 sec): 3 clusters
  Score: Raw -151139.350704 + Penalty 2343.515997 = -148795.834706
  nChanged 17
		SP:Iteration 9Q (4539.920000 sec): 3 clusters
  Score: Raw -151155.797082 + Penalty 2343.515997 = -148812.281085
  nChanged 22
		SP:Iteration 10Q (4539.920000 sec): 3 clusters
  Score: Raw -151173.305331 + Penalty 2343.515997 = -148829.789334
  nChanged 15
		SP:Iteration 11Q (4539.920000 sec): 3 clusters
  Score: Raw -151188.269275 + Penalty 2343.515997 = -148844.753278
  nChanged 18
		SP:Iteration 12Q (4539.930000 sec): 3 clusters
  Score: Raw -151204.110808 + Penalty 2343.515997 = -148860.594810
  nChanged 17
		SP:Iteration 13Q (4539.930000 sec): 3 clusters
  Score: Raw -151218.445567 + Penalty 2343.515997 = -148874.929570
  nChanged 13
		SP:Iteration 14Q (4539.940000 sec): 3 clusters
  Score: Raw -151228.529767 + Penalty 2343.515997 = -148885.013769
  nChanged 12
		SP:Iteration 15Q (4539.940000 sec): 3 clusters
  Score: Raw -151239.015555 + Penalty 2343.515997 = -148895.499558
  nChanged 13
		SP:Iteration 16Q (4539.940000 sec): 3 clusters
  Score: Raw -151248.040509 + Penalty 2343.515997 = -148904.524512
  nChanged 7
		SP:Iteration 17Q (4539.940000 sec): 3 clusters
  Score: Raw -151256.340322 + Penalty 2343.515997 = -148912.824325
  nChanged 11
		SP:Iteration 18Q (4539.950000 sec): 3 clusters
  Score: Raw -151268.242873 + Penalty 2343.515997 = -148924.726876
  nChanged 10
		SP:Iteration 19Q (4539.950000 sec): 3 clusters
  Score: Raw -151276.415828 + Penalty 2343.515997 = -148932.899831
  nChanged 10
		SP:Iteration 20F (4539.960000 sec): 3 clusters
  Score: Raw -151287.900173 + Penalty 2343.515997 = -148944.384175
  nChanged 13
		SP:Iteration 21Q (4539.960000 sec): 3 clusters
  Score: Raw -151297.127717 + Penalty 2343.515997 = -148953.611720
  nChanged 7
		SP:Iteration 22Q (4539.960000 sec): 3 clusters
  Score: Raw -151307.207610 + Penalty 2343.515997 = -148963.691613
  nChanged 9
		SP:Iteration 23Q (4539.960000 sec): 3 clusters
  Score: Raw -151316.771886 + Penalty 2343.515997 = -148973.255889
  nChanged 12
		SP:Iteration 24Q (4539.970000 sec): 3 clusters
  Score: Raw -151324.772805 + Penalty 2343.515997 = -148981.256808
  nChanged 8
		SP:Iteration 25Q (4539.970000 sec): 3 clusters
  Score: Raw -151330.140934 + Penalty 2343.515997 = -148986.624936
  nChanged 2
		SP:Iteration 26Q (4539.980000 sec): 3 clusters
  Score: Raw -151331.647487 + Penalty 2343.515997 = -148988.131489
  nChanged 4
		SP:Iteration 27Q (4539.980000 sec): 3 clusters
  Score: Raw -151334.398744 + Penalty 2343.515997 = -148990.882747
  nChanged 4
		SP:Iteration 28Q (4539.980000 sec): 3 clusters
  Score: Raw -151336.117185 + Penalty 2343.515997 = -148992.601187
  nChanged 3
		SP:Iteration 29Q (4539.980000 sec): 3 clusters
  Score: Raw -151337.564155 + Penalty 2343.515997 = -148994.048157
  nChanged 2
		SP:Iteration 30Q (4539.990000 sec): 3 clusters
  Score: Raw -151339.393391 + Penalty 2343.515997 = -148995.877394
  nChanged 2
		SP:Iteration 31Q (4539.990000 sec): 3 clusters
  Score: Raw -151340.662454 + Penalty 2343.515997 = -148997.146456
  nChanged 2
		SP:Iteration 32Q (4539.990000 sec): 3 clusters
  Score: Raw -151343.111997 + Penalty 2343.515997 = -148999.596000
  nChanged 5
		SP:Iteration 33Q (4540.000000 sec): 3 clusters
  Score: Raw -151347.742550 + Penalty 2343.515997 = -149004.226553
  nChanged 8
		SP:Iteration 34Q (4540.000000 sec): 3 clusters
  Score: Raw -151352.938226 + Penalty 2343.515997 = -149009.422228
  nChanged 5
		SP:Iteration 35Q (4540.000000 sec): 3 clusters
  Score: Raw -151356.469140 + Penalty 2343.515997 = -149012.953143
  nChanged 2
		SP:Iteration 36Q (4540.010000 sec): 3 clusters
  Score: Raw -151357.301183 + Penalty 2343.515997 = -149013.785186
  nChanged 3
		SP:Iteration 37Q (4540.010000 sec): 3 clusters
  Score: Raw -151360.528378 + Penalty 2343.515997 = -149017.012380
  nChanged 4
		SP:Iteration 38Q (4540.010000 sec): 3 clusters
  Score: Raw -151363.905861 + Penalty 2343.515997 = -149020.389863
  nChanged 3
		SP:Iteration 39Q (4540.020000 sec): 3 clusters
  Score: Raw -151366.153888 + Penalty 2343.515997 = -149022.637891
  nChanged 4
		SP:Iteration 40F (4540.020000 sec): 3 clusters
  Score: Raw -151368.465439 + Penalty 2343.515997 = -149024.949442
  nChanged 9
		SP:Iteration 41Q (4540.020000 sec): 3 clusters
  Score: Raw -151375.213085 + Penalty 2343.515997 = -149031.697088
  nChanged 12
		SP:Iteration 42Q (4540.020000 sec): 3 clusters
  Score: Raw -151387.124947 + Penalty 2343.515997 = -149043.608949
  nChanged 14
		SP:Iteration 43Q (4540.030000 sec): 3 clusters
  Score: Raw -151399.238778 + Penalty 2343.515997 = -149055.722780
  nChanged 16
		SP:Iteration 44Q (4540.030000 sec): 3 clusters
  Score: Raw -151423.338171 + Penalty 2343.515997 = -149079.822174
  nChanged 18
		SP:Iteration 45Q (4540.040000 sec): 3 clusters
  Score: Raw -151445.992082 + Penalty 2343.515997 = -149102.476084
  nChanged 17
		SP:Iteration 46Q (4540.040000 sec): 3 clusters
  Score: Raw -151469.637887 + Penalty 2343.515997 = -149126.121889
  nChanged 27
		SP:Iteration 47Q (4540.040000 sec): 3 clusters
  Score: Raw -151508.287931 + Penalty 2343.515997 = -149164.771933
  nChanged 37
		SP:Iteration 48Q (4540.040000 sec): 3 clusters
  Score: Raw -151574.324577 + Penalty 2343.515997 = -149230.808579
  nChanged 46
		SP:Iteration 49Q (4540.050000 sec): 3 clusters
  Score: Raw -151660.614550 + Penalty 2343.515997 = -149317.098552
  nChanged 36
		SP:Iteration 50Q (4540.050000 sec): 3 clusters
  Score: Raw -151727.501451 + Penalty 2343.515997 = -149383.985454
  nChanged 27
		SP:Iteration 51Q (4540.050000 sec): 3 clusters
  Score: Raw -151775.153014 + Penalty 2343.515997 = -149431.637017
  nChanged 28
		SP:Iteration 52Q (4540.060000 sec): 3 clusters
  Score: Raw -151820.143359 + Penalty 2343.515997 = -149476.627361
  nChanged 28
		SP:Iteration 53Q (4540.060000 sec): 3 clusters
  Score: Raw -151857.036113 + Penalty 2343.515997 = -149513.520116
  nChanged 22
		SP:Iteration 54Q (4540.060000 sec): 3 clusters
  Score: Raw -151898.314348 + Penalty 2343.515997 = -149554.798350
  nChanged 17
		SP:Iteration 55Q (4540.060000 sec): 3 clusters
  Score: Raw -151925.424313 + Penalty 2343.515997 = -149581.908316
  nChanged 14
		SP:Iteration 56Q (4540.070000 sec): 3 clusters
  Score: Raw -151945.073970 + Penalty 2343.515997 = -149601.557973
  nChanged 12
		SP:Iteration 57Q (4540.070000 sec): 3 clusters
  Score: Raw -151960.838764 + Penalty 2343.515997 = -149617.322766
  nChanged 11
		SP:Iteration 58Q (4540.070000 sec): 3 clusters
  Score: Raw -151974.634306 + Penalty 2343.515997 = -149631.118309
  nChanged 8
		SP:Iteration 59Q (4540.080000 sec): 3 clusters
  Score: Raw -151987.098920 + Penalty 2343.515997 = -149643.582923
  nChanged 6
		SP:Iteration 60F (4540.080000 sec): 3 clusters
  Score: Raw -151996.155966 + Penalty 2343.515997 = -149652.639969
  nChanged 2
		SP:Iteration 61Q (4540.080000 sec): 3 clusters
  Score: Raw -151999.873357 + Penalty 2343.515997 = -149656.357360
  nChanged 2
		SP:Iteration 62Q (4540.080000 sec): 3 clusters
  Score: Raw -152001.713527 + Penalty 2343.515997 = -149658.197529
  nChanged 3
		SP:Iteration 63Q (4540.080000 sec): 3 clusters
  Score: Raw -152004.249864 + Penalty 2343.515997 = -149660.733867
  nChanged 2
		SP:Iteration 64Q (4540.090000 sec): 3 clusters
  Score: Raw -152005.491298 + Penalty 2343.515997 = -149661.975301
  nChanged 1
		SP:Iteration 65Q (4540.090000 sec): 3 clusters
  Score: Raw -152005.727891 + Penalty 2343.515997 = -149662.211894
  nChanged 1
		SP:Iteration 66Q (4540.090000 sec): 3 clusters
  Score: Raw -152006.017039 + Penalty 2343.515997 = -149662.501042
  nChanged 0
		SP:Iteration 67F (4540.100000 sec): 3 clusters
  Score: Raw -152006.017039 + Penalty 2343.515997 = -149662.501042
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (57016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4540.280000 sec): 2 clusters
  Score: Raw -6710782.630902 + Penalty 1779.551671 = -6709003.079231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4540.430000 sec): 3 clusters
  Score: Raw -6674500.693884 + Penalty 3559.103343 = -6670941.590541
  nChanged 26786
		SP:Iteration 1F (4540.580000 sec): 3 clusters
  Score: Raw -6689963.973810 + Penalty 3559.103343 = -6686404.870467
  nChanged 2512
		SP:Iteration 2Q (4540.730000 sec): 3 clusters
  Score: Raw -6690899.426103 + Penalty 3559.103343 = -6687340.322760
  nChanged 3107
		SP:Iteration 3F (4540.880000 sec): 3 clusters
  Score: Raw -6692485.086028 + Penalty 3559.103343 = -6688925.982685
  nChanged 4103
		SP:Iteration 4F (4541.030000 sec): 3 clusters
  Score: Raw -6695260.643711 + Penalty 3559.103343 = -6691701.540368
  nChanged 4898
		SP:Iteration 5F (4541.180000 sec): 3 clusters
  Score: Raw -6699356.171203 + Penalty 3559.103343 = -6695797.067860
  nChanged 4897
		SP:Iteration 6F (4541.330000 sec): 3 clusters
  Score: Raw -6704009.088058 + Penalty 3559.103343 = -6700449.984715
  nChanged 3797
		SP:Iteration 7F (4541.480000 sec): 3 clusters
  Score: Raw -6707684.673237 + Penalty 3559.103343 = -6704125.569894
  nChanged 2180
		SP:Iteration 8Q (4541.630000 sec): 3 clusters
  Score: Raw -6709675.640469 + Penalty 3559.103343 = -6706116.537126
  nChanged 980
		SP:Iteration 9Q (4541.770000 sec): 3 clusters
  Score: Raw -6710594.721790 + Penalty 3559.103343 = -6707035.618447
  nChanged 390
		SP:Iteration 10Q (4541.900000 sec): 3 clusters
  Score: Raw -6711023.398084 + Penalty 3559.103343 = -6707464.294741
  nChanged 158
		SP:Iteration 11Q (4542.020000 sec): 3 clusters
  Score: Raw -6711263.851451 + Penalty 3559.103343 = -6707704.748108
  nChanged 88
		SP:Iteration 12Q (4542.120000 sec): 3 clusters
  Score: Raw -6711397.133629 + Penalty 3559.103343 = -6707838.030286
  nChanged 74
		SP:Iteration 13Q (4542.230000 sec): 3 clusters
  Score: Raw -6711474.603386 + Penalty 3559.103343 = -6707915.500043
  nChanged 60
		SP:Iteration 14Q (4542.340000 sec): 3 clusters
  Score: Raw -6711517.926406 + Penalty 3559.103343 = -6707958.823063
  nChanged 34
		SP:Iteration 15Q (4542.440000 sec): 3 clusters
  Score: Raw -6711539.544679 + Penalty 3559.103343 = -6707980.441336
  nChanged 25
		SP:Iteration 16Q (4542.540000 sec): 3 clusters
  Score: Raw -6711554.510357 + Penalty 3559.103343 = -6707995.407014
  nChanged 15
		SP:Iteration 17Q (4542.640000 sec): 3 clusters
  Score: Raw -6711563.185549 + Penalty 3559.103343 = -6708004.082206
  nChanged 11
		SP:Iteration 18Q (4542.750000 sec): 3 clusters
  Score: Raw -6711568.348786 + Penalty 3559.103343 = -6708009.245443
  nChanged 5
		SP:Iteration 19Q (4542.850000 sec): 3 clusters
  Score: Raw -6711570.280048 + Penalty 3559.103343 = -6708011.176705
  nChanged 4
		SP:Iteration 20F (4543.000000 sec): 3 clusters
  Score: Raw -6711571.916669 + Penalty 3559.103343 = -6708012.813326
  nChanged 4
		SP:Iteration 21Q (4543.100000 sec): 3 clusters
  Score: Raw -6711573.611382 + Penalty 3559.103343 = -6708014.508039
  nChanged 3
		SP:Iteration 22Q (4543.200000 sec): 3 clusters
  Score: Raw -6711574.893135 + Penalty 3559.103343 = -6708015.789792
  nChanged 2
		SP:Iteration 23Q (4543.300000 sec): 3 clusters
  Score: Raw -6711575.878205 + Penalty 3559.103343 = -6708016.774862
  nChanged 2
		SP:Iteration 24Q (4543.410000 sec): 3 clusters
  Score: Raw -6711576.786801 + Penalty 3559.103343 = -6708017.683458
  nChanged 3
		SP:Iteration 25Q (4543.510000 sec): 3 clusters
  Score: Raw -6711578.128495 + Penalty 3559.103343 = -6708019.025152
  nChanged 1
		SP:Iteration 26Q (4543.610000 sec): 3 clusters
  Score: Raw -6711578.438177 + Penalty 3559.103343 = -6708019.334834
  nChanged 1
		SP:Iteration 27Q (4543.710000 sec): 3 clusters
  Score: Raw -6711578.825927 + Penalty 3559.103343 = -6708019.722584
  nChanged 2
		SP:Iteration 28Q (4543.820000 sec): 3 clusters
  Score: Raw -6711579.783662 + Penalty 3559.103343 = -6708020.680319
  nChanged 0
		SP:Iteration 29F (4543.960000 sec): 3 clusters
  Score: Raw -6711579.783662 + Penalty 3559.103343 = -6708020.680319
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4544.000000 sec): 2 clusters
  Score: Raw -103236.856943 + Penalty 1113.489417 = -102123.367526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4544.000000 sec): 3 clusters
  Score: Raw -102976.084999 + Penalty 2226.978835 = -100749.106164
  nChanged 291
		SP:Iteration 1F (4544.000000 sec): 3 clusters
  Score: Raw -103244.723301 + Penalty 2226.978835 = -101017.744466
  nChanged 57
		SP:Iteration 2F (4544.000000 sec): 3 clusters
  Score: Raw -103303.829629 + Penalty 2226.978835 = -101076.850794
  nChanged 29
		SP:Iteration 3Q (4544.000000 sec): 3 clusters
  Score: Raw -103330.620946 + Penalty 2226.978835 = -101103.642111
  nChanged 15
		SP:Iteration 4Q (4544.010000 sec): 3 clusters
  Score: Raw -103351.019866 + Penalty 2226.978835 = -101124.041031
  nChanged 11
		SP:Iteration 5Q (4544.010000 sec): 3 clusters
  Score: Raw -103362.988890 + Penalty 2226.978835 = -101136.010055
  nChanged 10
		SP:Iteration 6Q (4544.010000 sec): 3 clusters
  Score: Raw -103370.523619 + Penalty 2226.978835 = -101143.544784
  nChanged 2
		SP:Iteration 7Q (4544.020000 sec): 3 clusters
  Score: Raw -103372.707172 + Penalty 2226.978835 = -101145.728337
  nChanged 2
		SP:Iteration 8Q (4544.020000 sec): 3 clusters
  Score: Raw -103373.642605 + Penalty 2226.978835 = -101146.663770
  nChanged 0
		SP:Iteration 9F (4544.020000 sec): 3 clusters
  Score: Raw -103373.642605 + Penalty 2226.978835 = -101146.663770
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (8873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4544.050000 sec): 2 clusters
  Score: Raw -988648.225652 + Penalty 1477.249838 = -987170.975814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4544.070000 sec): 3 clusters
  Score: Raw -983718.950158 + Penalty 2954.499677 = -980764.450481
  nChanged 3791
		SP:Iteration 1F (4544.100000 sec): 3 clusters
  Score: Raw -985955.028395 + Penalty 2954.499677 = -983000.528718
  nChanged 639
		SP:Iteration 2F (4544.120000 sec): 3 clusters
  Score: Raw -986386.432706 + Penalty 2954.499677 = -983431.933029
  nChanged 630
		SP:Iteration 3F (4544.140000 sec): 3 clusters
  Score: Raw -986835.380502 + Penalty 2954.499677 = -983880.880825
  nChanged 637
		SP:Iteration 4F (4544.160000 sec): 3 clusters
  Score: Raw -987269.178848 + Penalty 2954.499677 = -984314.679171
  nChanged 508
		SP:Iteration 5F (4544.180000 sec): 3 clusters
  Score: Raw -987597.573793 + Penalty 2954.499677 = -984643.074116
  nChanged 400
		SP:Iteration 6Q (4544.210000 sec): 3 clusters
  Score: Raw -987839.894559 + Penalty 2954.499677 = -984885.394882
  nChanged 288
		SP:Iteration 7Q (4544.230000 sec): 3 clusters
  Score: Raw -987998.993694 + Penalty 2954.499677 = -985044.494017
  nChanged 241
		SP:Iteration 8Q (4544.250000 sec): 3 clusters
  Score: Raw -988138.946803 + Penalty 2954.499677 = -985184.447126
  nChanged 178
		SP:Iteration 9Q (4544.270000 sec): 3 clusters
  Score: Raw -988241.861613 + Penalty 2954.499677 = -985287.361936
  nChanged 165
		SP:Iteration 10Q (4544.300000 sec): 3 clusters
  Score: Raw -988349.247393 + Penalty 2954.499677 = -985394.747716
  nChanged 172
		SP:Iteration 11Q (4544.320000 sec): 3 clusters
  Score: Raw -988462.185617 + Penalty 2954.499677 = -985507.685940
  nChanged 146
		SP:Iteration 12Q (4544.340000 sec): 3 clusters
  Score: Raw -988558.793472 + Penalty 2954.499677 = -985604.293795
  nChanged 132
		SP:Iteration 13Q (4544.360000 sec): 3 clusters
  Score: Raw -988648.900505 + Penalty 2954.499677 = -985694.400828
  nChanged 111
		SP:Iteration 14Q (4544.380000 sec): 3 clusters
  Score: Raw -988716.608514 + Penalty 2954.499677 = -985762.108837
  nChanged 82
		SP:Iteration 15Q (4544.400000 sec): 3 clusters
  Score: Raw -988762.152988 + Penalty 2954.499677 = -985807.653311
  nChanged 57
		SP:Iteration 16Q (4544.420000 sec): 3 clusters
  Score: Raw -988798.730744 + Penalty 2954.499677 = -985844.231067
  nChanged 55
		SP:Iteration 17Q (4544.440000 sec): 3 clusters
  Score: Raw -988830.352973 + Penalty 2954.499677 = -985875.853296
  nChanged 52
		SP:Iteration 18Q (4544.460000 sec): 3 clusters
  Score: Raw -988854.249764 + Penalty 2954.499677 = -985899.750087
  nChanged 46
		SP:Iteration 19Q (4544.480000 sec): 3 clusters
  Score: Raw -988881.716567 + Penalty 2954.499677 = -985927.216890
  nChanged 50
		SP:Iteration 20F (4544.500000 sec): 3 clusters
  Score: Raw -988913.913329 + Penalty 2954.499677 = -985959.413652
  nChanged 45
		SP:Iteration 21Q (4544.520000 sec): 3 clusters
  Score: Raw -988941.480119 + Penalty 2954.499677 = -985986.980442
  nChanged 37
		SP:Iteration 22Q (4544.530000 sec): 3 clusters
  Score: Raw -988962.301659 + Penalty 2954.499677 = -986007.801982
  nChanged 34
		SP:Iteration 23Q (4544.550000 sec): 3 clusters
  Score: Raw -988980.980796 + Penalty 2954.499677 = -986026.481119
  nChanged 39
		SP:Iteration 24Q (4544.570000 sec): 3 clusters
  Score: Raw -988998.889865 + Penalty 2954.499677 = -986044.390188
  nChanged 33
		SP:Iteration 25Q (4544.590000 sec): 3 clusters
  Score: Raw -989014.407620 + Penalty 2954.499677 = -986059.907943
  nChanged 29
		SP:Iteration 26Q (4544.600000 sec): 3 clusters
  Score: Raw -989032.910602 + Penalty 2954.499677 = -986078.410925
  nChanged 34
		SP:Iteration 27Q (4544.620000 sec): 3 clusters
  Score: Raw -989052.032414 + Penalty 2954.499677 = -986097.532738
  nChanged 28
		SP:Iteration 28Q (4544.640000 sec): 3 clusters
  Score: Raw -989067.320704 + Penalty 2954.499677 = -986112.821027
  nChanged 24
		SP:Iteration 29Q (4544.660000 sec): 3 clusters
  Score: Raw -989080.572460 + Penalty 2954.499677 = -986126.072783
  nChanged 22
		SP:Iteration 30Q (4544.680000 sec): 3 clusters
  Score: Raw -989087.619258 + Penalty 2954.499677 = -986133.119581
  nChanged 10
		SP:Iteration 31Q (4544.690000 sec): 3 clusters
  Score: Raw -989090.015444 + Penalty 2954.499677 = -986135.515767
  nChanged 5
		SP:Iteration 32Q (4544.710000 sec): 3 clusters
  Score: Raw -989092.591151 + Penalty 2954.499677 = -986138.091474
  nChanged 10
		SP:Iteration 33Q (4544.730000 sec): 3 clusters
  Score: Raw -989095.589095 + Penalty 2954.499677 = -986141.089418
  nChanged 7
		SP:Iteration 34Q (4544.740000 sec): 3 clusters
  Score: Raw -989099.446806 + Penalty 2954.499677 = -986144.947129
  nChanged 13
		SP:Iteration 35Q (4544.760000 sec): 3 clusters
  Score: Raw -989106.603008 + Penalty 2954.499677 = -986152.103331
  nChanged 13
		SP:Iteration 36Q (4544.780000 sec): 3 clusters
  Score: Raw -989112.349515 + Penalty 2954.499677 = -986157.849838
  nChanged 10
		SP:Iteration 37Q (4544.800000 sec): 3 clusters
  Score: Raw -989118.022210 + Penalty 2954.499677 = -986163.522533
  nChanged 6
		SP:Iteration 38Q (4544.810000 sec): 3 clusters
  Score: Raw -989120.855128 + Penalty 2954.499677 = -986166.355451
  nChanged 7
		SP:Iteration 39Q (4544.830000 sec): 3 clusters
  Score: Raw -989124.393333 + Penalty 2954.499677 = -986169.893656
  nChanged 6
		SP:Iteration 40F (4544.850000 sec): 3 clusters
  Score: Raw -989126.856481 + Penalty 2954.499677 = -986172.356804
  nChanged 7
		SP:Iteration 41Q (4544.870000 sec): 3 clusters
  Score: Raw -989130.043112 + Penalty 2954.499677 = -986175.543435
  nChanged 7
		SP:Iteration 42Q (4544.890000 sec): 3 clusters
  Score: Raw -989133.582825 + Penalty 2954.499677 = -986179.083148
  nChanged 10
		SP:Iteration 43Q (4544.900000 sec): 3 clusters
  Score: Raw -989137.384061 + Penalty 2954.499677 = -986182.884384
  nChanged 8
		SP:Iteration 44Q (4544.920000 sec): 3 clusters
  Score: Raw -989142.362523 + Penalty 2954.499677 = -986187.862846
  nChanged 8
		SP:Iteration 45Q (4544.940000 sec): 3 clusters
  Score: Raw -989145.417781 + Penalty 2954.499677 = -986190.918104
  nChanged 6
		SP:Iteration 46Q (4544.960000 sec): 3 clusters
  Score: Raw -989147.599781 + Penalty 2954.499677 = -986193.100104
  nChanged 4
		SP:Iteration 47Q (4544.970000 sec): 3 clusters
  Score: Raw -989148.833670 + Penalty 2954.499677 = -986194.333993
  nChanged 7
		SP:Iteration 48Q (4544.990000 sec): 3 clusters
  Score: Raw -989151.367403 + Penalty 2954.499677 = -986196.867726
  nChanged 5
		SP:Iteration 49Q (4545.010000 sec): 3 clusters
  Score: Raw -989153.549813 + Penalty 2954.499677 = -986199.050136
  nChanged 3
		SP:Iteration 50Q (4545.020000 sec): 3 clusters
  Score: Raw -989155.006332 + Penalty 2954.499677 = -986200.506655
  nChanged 4
		SP:Iteration 51Q (4545.040000 sec): 3 clusters
  Score: Raw -989155.622877 + Penalty 2954.499677 = -986201.123200
  nChanged 0
		SP:Iteration 52F (4545.060000 sec): 3 clusters
  Score: Raw -989155.622877 + Penalty 2954.499677 = -986201.123200
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4545.080000 sec): 2 clusters
  Score: Raw -318216.255016 + Penalty 1299.346827 = -316916.908188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4545.080000 sec): 3 clusters
  Score: Raw -316862.289962 + Penalty 2598.693654 = -314263.596307
  nChanged 1115
		SP:Iteration 1F (4545.090000 sec): 3 clusters
  Score: Raw -317537.843190 + Penalty 2598.693654 = -314939.149536
  nChanged 246
		SP:Iteration 2F (4545.100000 sec): 3 clusters
  Score: Raw -317705.698629 + Penalty 2598.693654 = -315107.004974
  nChanged 157
		SP:Iteration 3F (4545.110000 sec): 3 clusters
  Score: Raw -317806.214520 + Penalty 2598.693654 = -315207.520866
  nChanged 120
		SP:Iteration 4Q (4545.120000 sec): 3 clusters
  Score: Raw -317875.379490 + Penalty 2598.693654 = -315276.685836
  nChanged 104
		SP:Iteration 5Q (4545.120000 sec): 3 clusters
  Score: Raw -317946.038305 + Penalty 2598.693654 = -315347.344651
  nChanged 89
		SP:Iteration 6Q (4545.130000 sec): 3 clusters
  Score: Raw -318001.868875 + Penalty 2598.693654 = -315403.175220
  nChanged 71
		SP:Iteration 7Q (4545.140000 sec): 3 clusters
  Score: Raw -318050.469772 + Penalty 2598.693654 = -315451.776118
  nChanged 79
		SP:Iteration 8Q (4545.140000 sec): 3 clusters
  Score: Raw -318103.421231 + Penalty 2598.693654 = -315504.727577
  nChanged 74
		SP:Iteration 9Q (4545.150000 sec): 3 clusters
  Score: Raw -318173.317644 + Penalty 2598.693654 = -315574.623989
  nChanged 84
		SP:Iteration 10Q (4545.160000 sec): 3 clusters
  Score: Raw -318255.722315 + Penalty 2598.693654 = -315657.028661
  nChanged 74
		SP:Iteration 11Q (4545.160000 sec): 3 clusters
  Score: Raw -318306.314163 + Penalty 2598.693654 = -315707.620509
  nChanged 65
		SP:Iteration 12Q (4545.170000 sec): 3 clusters
  Score: Raw -318374.348338 + Penalty 2598.693654 = -315775.654684
  nChanged 78
		SP:Iteration 13Q (4545.180000 sec): 3 clusters
  Score: Raw -318440.014317 + Penalty 2598.693654 = -315841.320663
  nChanged 66
		SP:Iteration 14Q (4545.190000 sec): 3 clusters
  Score: Raw -318491.152447 + Penalty 2598.693654 = -315892.458792
  nChanged 56
		SP:Iteration 15Q (4545.190000 sec): 3 clusters
  Score: Raw -318536.975849 + Penalty 2598.693654 = -315938.282195
  nChanged 54
		SP:Iteration 16Q (4545.200000 sec): 3 clusters
  Score: Raw -318571.161532 + Penalty 2598.693654 = -315972.467878
  nChanged 42
		SP:Iteration 17Q (4545.210000 sec): 3 clusters
  Score: Raw -318594.500498 + Penalty 2598.693654 = -315995.806843
  nChanged 33
		SP:Iteration 18Q (4545.220000 sec): 3 clusters
  Score: Raw -318612.281685 + Penalty 2598.693654 = -316013.588030
  nChanged 25
		SP:Iteration 19Q (4545.220000 sec): 3 clusters
  Score: Raw -318625.006774 + Penalty 2598.693654 = -316026.313120
  nChanged 25
		SP:Iteration 20F (4545.230000 sec): 3 clusters
  Score: Raw -318639.723264 + Penalty 2598.693654 = -316041.029610
  nChanged 24
		SP:Iteration 21Q (4545.240000 sec): 3 clusters
  Score: Raw -318656.764451 + Penalty 2598.693654 = -316058.070796
  nChanged 20
		SP:Iteration 22Q (4545.240000 sec): 3 clusters
  Score: Raw -318669.938969 + Penalty 2598.693654 = -316071.245314
  nChanged 19
		SP:Iteration 23Q (4545.250000 sec): 3 clusters
  Score: Raw -318681.418716 + Penalty 2598.693654 = -316082.725062
  nChanged 23
		SP:Iteration 24Q (4545.260000 sec): 3 clusters
  Score: Raw -318697.822035 + Penalty 2598.693654 = -316099.128381
  nChanged 27
		SP:Iteration 25Q (4545.260000 sec): 3 clusters
  Score: Raw -318728.219218 + Penalty 2598.693654 = -316129.525564
  nChanged 27
		SP:Iteration 26Q (4545.270000 sec): 3 clusters
  Score: Raw -318765.837995 + Penalty 2598.693654 = -316167.144341
  nChanged 38
		SP:Iteration 27Q (4545.280000 sec): 3 clusters
  Score: Raw -318808.735878 + Penalty 2598.693654 = -316210.042224
  nChanged 29
		SP:Iteration 28Q (4545.280000 sec): 3 clusters
  Score: Raw -318849.866696 + Penalty 2598.693654 = -316251.173042
  nChanged 30
		SP:Iteration 29Q (4545.290000 sec): 3 clusters
  Score: Raw -318882.582974 + Penalty 2598.693654 = -316283.889320
  nChanged 31
		SP:Iteration 30Q (4545.300000 sec): 3 clusters
  Score: Raw -318918.947676 + Penalty 2598.693654 = -316320.254022
  nChanged 37
		SP:Iteration 31Q (4545.300000 sec): 3 clusters
  Score: Raw -318984.861080 + Penalty 2598.693654 = -316386.167426
  nChanged 43
		SP:Iteration 32Q (4545.310000 sec): 3 clusters
  Score: Raw -319042.144571 + Penalty 2598.693654 = -316443.450917
  nChanged 43
		SP:Iteration 33Q (4545.310000 sec): 3 clusters
  Score: Raw -319081.267820 + Penalty 2598.693654 = -316482.574165
  nChanged 27
		SP:Iteration 34Q (4545.320000 sec): 3 clusters
  Score: Raw -319099.137761 + Penalty 2598.693654 = -316500.444107
  nChanged 14
		SP:Iteration 35Q (4545.320000 sec): 3 clusters
  Score: Raw -319105.956024 + Penalty 2598.693654 = -316507.262370
  nChanged 12
		SP:Iteration 36Q (4545.330000 sec): 3 clusters
  Score: Raw -319112.321425 + Penalty 2598.693654 = -316513.627771
  nChanged 11
		SP:Iteration 37Q (4545.340000 sec): 3 clusters
  Score: Raw -319118.954440 + Penalty 2598.693654 = -316520.260786
  nChanged 10
		SP:Iteration 38Q (4545.340000 sec): 3 clusters
  Score: Raw -319126.425575 + Penalty 2598.693654 = -316527.731921
  nChanged 8
		SP:Iteration 39Q (4545.350000 sec): 3 clusters
  Score: Raw -319132.977788 + Penalty 2598.693654 = -316534.284134
  nChanged 9
		SP:Iteration 40F (4545.360000 sec): 3 clusters
  Score: Raw -319137.569948 + Penalty 2598.693654 = -316538.876294
  nChanged 4
		SP:Iteration 41Q (4545.360000 sec): 3 clusters
  Score: Raw -319140.174247 + Penalty 2598.693654 = -316541.480593
  nChanged 4
		SP:Iteration 42Q (4545.370000 sec): 3 clusters
  Score: Raw -319143.024029 + Penalty 2598.693654 = -316544.330375
  nChanged 7
		SP:Iteration 43Q (4545.380000 sec): 3 clusters
  Score: Raw -319145.928491 + Penalty 2598.693654 = -316547.234836
  nChanged 8
		SP:Iteration 44Q (4545.380000 sec): 3 clusters
  Score: Raw -319150.035261 + Penalty 2598.693654 = -316551.341607
  nChanged 12
		SP:Iteration 45Q (4545.390000 sec): 3 clusters
  Score: Raw -319155.582225 + Penalty 2598.693654 = -316556.888571
  nChanged 12
		SP:Iteration 46Q (4545.400000 sec): 3 clusters
  Score: Raw -319159.673790 + Penalty 2598.693654 = -316560.980136
  nChanged 6
		SP:Iteration 47Q (4545.400000 sec): 3 clusters
  Score: Raw -319161.113158 + Penalty 2598.693654 = -316562.419503
  nChanged 3
		SP:Iteration 48Q (4545.410000 sec): 3 clusters
  Score: Raw -319161.990449 + Penalty 2598.693654 = -316563.296794
  nChanged 2
		SP:Iteration 49Q (4545.420000 sec): 3 clusters
  Score: Raw -319162.639781 + Penalty 2598.693654 = -316563.946126
  nChanged 2
		SP:Iteration 50Q (4545.420000 sec): 3 clusters
  Score: Raw -319162.962099 + Penalty 2598.693654 = -316564.268444
  nChanged 2
		SP:Iteration 51Q (4545.430000 sec): 3 clusters
  Score: Raw -319164.557915 + Penalty 2598.693654 = -316565.864261
  nChanged 2
		SP:Iteration 52Q (4545.430000 sec): 3 clusters
  Score: Raw -319165.422266 + Penalty 2598.693654 = -316566.728611
  nChanged 4
		SP:Iteration 53Q (4545.440000 sec): 3 clusters
  Score: Raw -319167.255558 + Penalty 2598.693654 = -316568.561904
  nChanged 4
		SP:Iteration 54Q (4545.440000 sec): 3 clusters
  Score: Raw -319169.115704 + Penalty 2598.693654 = -316570.422050
  nChanged 4
		SP:Iteration 55Q (4545.450000 sec): 3 clusters
  Score: Raw -319170.601523 + Penalty 2598.693654 = -316571.907868
  nChanged 2
		SP:Iteration 56Q (4545.460000 sec): 3 clusters
  Score: Raw -319171.624235 + Penalty 2598.693654 = -316572.930581
  nChanged 1
		SP:Iteration 57Q (4545.460000 sec): 3 clusters
  Score: Raw -319171.971794 + Penalty 2598.693654 = -316573.278140
  nChanged 0
		SP:Iteration 58F (4545.470000 sec): 3 clusters
  Score: Raw -319171.971794 + Penalty 2598.693654 = -316573.278140
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4545.480000 sec): 2 clusters
  Score: Raw -370646.356298 + Penalty 1311.217266 = -369335.139032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4545.490000 sec): 3 clusters
  Score: Raw -369139.190030 + Penalty 2622.434532 = -366516.755499
  nChanged 1200
		SP:Iteration 1F (4545.500000 sec): 3 clusters
  Score: Raw -369848.539555 + Penalty 2622.434532 = -367226.105024
  nChanged 237
		SP:Iteration 2F (4545.510000 sec): 3 clusters
  Score: Raw -369991.873203 + Penalty 2622.434532 = -367369.438671
  nChanged 151
		SP:Iteration 3Q (4545.520000 sec): 3 clusters
  Score: Raw -370070.746738 + Penalty 2622.434532 = -367448.312206
  nChanged 110
		SP:Iteration 4Q (4545.520000 sec): 3 clusters
  Score: Raw -370134.122475 + Penalty 2622.434532 = -367511.687943
  nChanged 92
		SP:Iteration 5Q (4545.530000 sec): 3 clusters
  Score: Raw -370190.593191 + Penalty 2622.434532 = -367568.158659
  nChanged 90
		SP:Iteration 6Q (4545.540000 sec): 3 clusters
  Score: Raw -370241.614410 + Penalty 2622.434532 = -367619.179878
  nChanged 81
		SP:Iteration 7Q (4545.550000 sec): 3 clusters
  Score: Raw -370272.278804 + Penalty 2622.434532 = -367649.844272
  nChanged 60
		SP:Iteration 8Q (4545.560000 sec): 3 clusters
  Score: Raw -370298.255731 + Penalty 2622.434532 = -367675.821199
  nChanged 60
		SP:Iteration 9Q (4545.560000 sec): 3 clusters
  Score: Raw -370325.329902 + Penalty 2622.434532 = -367702.895370
  nChanged 46
		SP:Iteration 10Q (4545.570000 sec): 3 clusters
  Score: Raw -370346.128343 + Penalty 2622.434532 = -367723.693812
  nChanged 42
		SP:Iteration 11Q (4545.580000 sec): 3 clusters
  Score: Raw -370369.403048 + Penalty 2622.434532 = -367746.968517
  nChanged 47
		SP:Iteration 12Q (4545.590000 sec): 3 clusters
  Score: Raw -370389.433286 + Penalty 2622.434532 = -367766.998754
  nChanged 34
		SP:Iteration 13Q (4545.600000 sec): 3 clusters
  Score: Raw -370400.949117 + Penalty 2622.434532 = -367778.514585
  nChanged 19
		SP:Iteration 14Q (4545.600000 sec): 3 clusters
  Score: Raw -370409.517485 + Penalty 2622.434532 = -367787.082953
  nChanged 26
		SP:Iteration 15Q (4545.610000 sec): 3 clusters
  Score: Raw -370420.518896 + Penalty 2622.434532 = -367798.084364
  nChanged 15
		SP:Iteration 16Q (4545.620000 sec): 3 clusters
  Score: Raw -370426.695287 + Penalty 2622.434532 = -367804.260755
  nChanged 9
		SP:Iteration 17Q (4545.630000 sec): 3 clusters
  Score: Raw -370431.016489 + Penalty 2622.434532 = -367808.581957
  nChanged 9
		SP:Iteration 18Q (4545.640000 sec): 3 clusters
  Score: Raw -370432.624053 + Penalty 2622.434532 = -367810.189521
  nChanged 6
		SP:Iteration 19Q (4545.640000 sec): 3 clusters
  Score: Raw -370434.412463 + Penalty 2622.434532 = -367811.977932
  nChanged 9
		SP:Iteration 20F (4545.650000 sec): 3 clusters
  Score: Raw -370438.384976 + Penalty 2622.434532 = -367815.950444
  nChanged 12
		SP:Iteration 21Q (4545.660000 sec): 3 clusters
  Score: Raw -370442.121306 + Penalty 2622.434532 = -367819.686774
  nChanged 6
		SP:Iteration 22Q (4545.670000 sec): 3 clusters
  Score: Raw -370443.671836 + Penalty 2622.434532 = -367821.237304
  nChanged 5
		SP:Iteration 23Q (4545.680000 sec): 3 clusters
  Score: Raw -370445.682829 + Penalty 2622.434532 = -367823.248297
  nChanged 10
		SP:Iteration 24Q (4545.680000 sec): 3 clusters
  Score: Raw -370448.783957 + Penalty 2622.434532 = -367826.349425
  nChanged 16
		SP:Iteration 25Q (4545.690000 sec): 3 clusters
  Score: Raw -370453.789970 + Penalty 2622.434532 = -367831.355438
  nChanged 13
		SP:Iteration 26Q (4545.700000 sec): 3 clusters
  Score: Raw -370457.761763 + Penalty 2622.434532 = -367835.327231
  nChanged 13
		SP:Iteration 27Q (4545.710000 sec): 3 clusters
  Score: Raw -370462.841555 + Penalty 2622.434532 = -367840.407023
  nChanged 18
		SP:Iteration 28Q (4545.720000 sec): 3 clusters
  Score: Raw -370470.281011 + Penalty 2622.434532 = -367847.846479
  nChanged 18
		SP:Iteration 29Q (4545.720000 sec): 3 clusters
  Score: Raw -370478.994388 + Penalty 2622.434532 = -367856.559856
  nChanged 21
		SP:Iteration 30Q (4545.730000 sec): 3 clusters
  Score: Raw -370487.258842 + Penalty 2622.434532 = -367864.824310
  nChanged 18
		SP:Iteration 31Q (4545.740000 sec): 3 clusters
  Score: Raw -370496.662727 + Penalty 2622.434532 = -367874.228196
  nChanged 22
		SP:Iteration 32Q (4545.750000 sec): 3 clusters
  Score: Raw -370509.138090 + Penalty 2622.434532 = -367886.703558
  nChanged 22
		SP:Iteration 33Q (4545.760000 sec): 3 clusters
  Score: Raw -370520.465350 + Penalty 2622.434532 = -367898.030818
  nChanged 22
		SP:Iteration 34Q (4545.760000 sec): 3 clusters
  Score: Raw -370533.433037 + Penalty 2622.434532 = -367910.998505
  nChanged 28
		SP:Iteration 35Q (4545.770000 sec): 3 clusters
  Score: Raw -370551.680148 + Penalty 2622.434532 = -367929.245616
  nChanged 31
		SP:Iteration 36Q (4545.780000 sec): 3 clusters
  Score: Raw -370564.955825 + Penalty 2622.434532 = -367942.521293
  nChanged 19
		SP:Iteration 37Q (4545.790000 sec): 3 clusters
  Score: Raw -370573.005993 + Penalty 2622.434532 = -367950.571461
  nChanged 25
		SP:Iteration 38Q (4545.800000 sec): 3 clusters
  Score: Raw -370585.333862 + Penalty 2622.434532 = -367962.899330
  nChanged 27
		SP:Iteration 39Q (4545.800000 sec): 3 clusters
  Score: Raw -370597.309169 + Penalty 2622.434532 = -367974.874637
  nChanged 16
		SP:Iteration 40F (4545.810000 sec): 3 clusters
  Score: Raw -370604.218680 + Penalty 2622.434532 = -367981.784149
  nChanged 9
		SP:Iteration 41Q (4545.820000 sec): 3 clusters
  Score: Raw -370606.580108 + Penalty 2622.434532 = -367984.145576
  nChanged 6
		SP:Iteration 42Q (4545.820000 sec): 3 clusters
  Score: Raw -370607.955133 + Penalty 2622.434532 = -367985.520601
  nChanged 3
		SP:Iteration 43Q (4545.830000 sec): 3 clusters
  Score: Raw -370609.165323 + Penalty 2622.434532 = -367986.730791
  nChanged 2
		SP:Iteration 44Q (4545.840000 sec): 3 clusters
  Score: Raw -370609.472421 + Penalty 2622.434532 = -367987.037889
  nChanged 3
		SP:Iteration 45Q (4545.850000 sec): 3 clusters
  Score: Raw -370610.365584 + Penalty 2622.434532 = -367987.931052
  nChanged 5
		SP:Iteration 46Q (4545.860000 sec): 3 clusters
  Score: Raw -370612.359953 + Penalty 2622.434532 = -367989.925421
  nChanged 11
		SP:Iteration 47Q (4545.860000 sec): 3 clusters
  Score: Raw -370617.808897 + Penalty 2622.434532 = -367995.374365
  nChanged 16
		SP:Iteration 48Q (4545.870000 sec): 3 clusters
  Score: Raw -370625.028017 + Penalty 2622.434532 = -368002.593485
  nChanged 15
		SP:Iteration 49Q (4545.880000 sec): 3 clusters
  Score: Raw -370631.599784 + Penalty 2622.434532 = -368009.165252
  nChanged 12
		SP:Iteration 50Q (4545.890000 sec): 3 clusters
  Score: Raw -370635.709007 + Penalty 2622.434532 = -368013.274475
  nChanged 11
		SP:Iteration 51Q (4545.900000 sec): 3 clusters
  Score: Raw -370641.409567 + Penalty 2622.434532 = -368018.975035
  nChanged 15
		SP:Iteration 52Q (4545.900000 sec): 3 clusters
  Score: Raw -370650.288424 + Penalty 2622.434532 = -368027.853892
  nChanged 23
		SP:Iteration 53Q (4545.910000 sec): 3 clusters
  Score: Raw -370663.716757 + Penalty 2622.434532 = -368041.282226
  nChanged 23
		SP:Iteration 54Q (4545.920000 sec): 3 clusters
  Score: Raw -370678.813683 + Penalty 2622.434532 = -368056.379151
  nChanged 25
		SP:Iteration 55Q (4545.920000 sec): 3 clusters
  Score: Raw -370692.111585 + Penalty 2622.434532 = -368069.677053
  nChanged 18
		SP:Iteration 56Q (4545.930000 sec): 3 clusters
  Score: Raw -370699.677067 + Penalty 2622.434532 = -368077.242535
  nChanged 12
		SP:Iteration 57Q (4545.940000 sec): 3 clusters
  Score: Raw -370703.980572 + Penalty 2622.434532 = -368081.546040
  nChanged 14
		SP:Iteration 58Q (4545.950000 sec): 3 clusters
  Score: Raw -370712.371614 + Penalty 2622.434532 = -368089.937082
  nChanged 17
		SP:Iteration 59Q (4545.960000 sec): 3 clusters
  Score: Raw -370722.425990 + Penalty 2622.434532 = -368099.991458
  nChanged 17
		SP:Iteration 60F (4545.960000 sec): 3 clusters
  Score: Raw -370731.612033 + Penalty 2622.434532 = -368109.177501
  nChanged 18
		SP:Iteration 61Q (4545.970000 sec): 3 clusters
  Score: Raw -370743.458996 + Penalty 2622.434532 = -368121.024464
  nChanged 17
		SP:Iteration 62Q (4545.980000 sec): 3 clusters
  Score: Raw -370753.253353 + Penalty 2622.434532 = -368130.818821
  nChanged 7
		SP:Iteration 63Q (4545.980000 sec): 3 clusters
  Score: Raw -370756.771174 + Penalty 2622.434532 = -368134.336642
  nChanged 5
		SP:Iteration 64Q (4545.990000 sec): 3 clusters
  Score: Raw -370760.596637 + Penalty 2622.434532 = -368138.162105
  nChanged 7
		SP:Iteration 65Q (4546.000000 sec): 3 clusters
  Score: Raw -370767.923069 + Penalty 2622.434532 = -368145.488537
  nChanged 5
		SP:Iteration 66Q (4546.010000 sec): 3 clusters
  Score: Raw -370772.203637 + Penalty 2622.434532 = -368149.769105
  nChanged 8
		SP:Iteration 67Q (4546.020000 sec): 3 clusters
  Score: Raw -370776.225814 + Penalty 2622.434532 = -368153.791282
  nChanged 4
		SP:Iteration 68Q (4546.020000 sec): 3 clusters
  Score: Raw -370777.947620 + Penalty 2622.434532 = -368155.513088
  nChanged 4
		SP:Iteration 69Q (4546.030000 sec): 3 clusters
  Score: Raw -370779.214846 + Penalty 2622.434532 = -368156.780314
  nChanged 2
		SP:Iteration 70Q (4546.040000 sec): 3 clusters
  Score: Raw -370779.567974 + Penalty 2622.434532 = -368157.133443
  nChanged 3
		SP:Iteration 71Q (4546.040000 sec): 3 clusters
  Score: Raw -370780.784988 + Penalty 2622.434532 = -368158.350456
  nChanged 4
		SP:Iteration 72Q (4546.050000 sec): 3 clusters
  Score: Raw -370782.705582 + Penalty 2622.434532 = -368160.271050
  nChanged 2
		SP:Iteration 73Q (4546.060000 sec): 3 clusters
  Score: Raw -370784.115503 + Penalty 2622.434532 = -368161.680971
  nChanged 1
		SP:Iteration 74Q (4546.060000 sec): 3 clusters
  Score: Raw -370784.664359 + Penalty 2622.434532 = -368162.229828
  nChanged 1
		SP:Iteration 75Q (4546.070000 sec): 3 clusters
  Score: Raw -370784.953289 + Penalty 2622.434532 = -368162.518757
  nChanged 1
		SP:Iteration 76Q (4546.080000 sec): 3 clusters
  Score: Raw -370785.092027 + Penalty 2622.434532 = -368162.657496
  nChanged 1
		SP:Iteration 77Q (4546.090000 sec): 3 clusters
  Score: Raw -370785.650551 + Penalty 2622.434532 = -368163.216019
  nChanged 2
		SP:Iteration 78Q (4546.100000 sec): 3 clusters
  Score: Raw -370786.466018 + Penalty 2622.434532 = -368164.031487
  nChanged 3
		SP:Iteration 79Q (4546.100000 sec): 3 clusters
  Score: Raw -370787.508987 + Penalty 2622.434532 = -368165.074455
  nChanged 4
		SP:Iteration 80F (4546.110000 sec): 3 clusters
  Score: Raw -370789.896948 + Penalty 2622.434532 = -368167.462416
  nChanged 3
		SP:Iteration 81Q (4546.120000 sec): 3 clusters
  Score: Raw -370792.077736 + Penalty 2622.434532 = -368169.643204
  nChanged 4
		SP:Iteration 82Q (4546.120000 sec): 3 clusters
  Score: Raw -370794.495638 + Penalty 2622.434532 = -368172.061106
  nChanged 3
		SP:Iteration 83Q (4546.130000 sec): 3 clusters
  Score: Raw -370796.066778 + Penalty 2622.434532 = -368173.632246
  nChanged 3
		SP:Iteration 84Q (4546.140000 sec): 3 clusters
  Score: Raw -370799.678193 + Penalty 2622.434532 = -368177.243661
  nChanged 3
		SP:Iteration 85Q (4546.150000 sec): 3 clusters
  Score: Raw -370801.662006 + Penalty 2622.434532 = -368179.227474
  nChanged 5
		SP:Iteration 86Q (4546.150000 sec): 3 clusters
  Score: Raw -370806.205074 + Penalty 2622.434532 = -368183.770542
  nChanged 3
		SP:Iteration 87Q (4546.160000 sec): 3 clusters
  Score: Raw -370807.814971 + Penalty 2622.434532 = -368185.380439
  nChanged 2
		SP:Iteration 88Q (4546.170000 sec): 3 clusters
  Score: Raw -370809.215853 + Penalty 2622.434532 = -368186.781321
  nChanged 2
		SP:Iteration 89Q (4546.180000 sec): 3 clusters
  Score: Raw -370810.259815 + Penalty 2622.434532 = -368187.825284
  nChanged 1
		SP:Iteration 90Q (4546.180000 sec): 3 clusters
  Score: Raw -370811.816897 + Penalty 2622.434532 = -368189.382365
  nChanged 7
		SP:Iteration 91Q (4546.190000 sec): 3 clusters
  Score: Raw -370821.817895 + Penalty 2622.434532 = -368199.383364
  nChanged 13
		SP:Iteration 92Q (4546.200000 sec): 3 clusters
  Score: Raw -370832.326860 + Penalty 2622.434532 = -368209.892328
  nChanged 7
		SP:Iteration 93Q (4546.200000 sec): 3 clusters
  Score: Raw -370837.777784 + Penalty 2622.434532 = -368215.343252
  nChanged 4
		SP:Iteration 94Q (4546.210000 sec): 3 clusters
  Score: Raw -370840.309913 + Penalty 2622.434532 = -368217.875381
  nChanged 1
		SP:Iteration 95Q (4546.220000 sec): 3 clusters
  Score: Raw -370841.380217 + Penalty 2622.434532 = -368218.945686
  nChanged 4
		SP:Iteration 96Q (4546.230000 sec): 3 clusters
  Score: Raw -370845.080586 + Penalty 2622.434532 = -368222.646055
  nChanged 4
		SP:Iteration 97Q (4546.230000 sec): 3 clusters
  Score: Raw -370848.267758 + Penalty 2622.434532 = -368225.833226
  nChanged 4
		SP:Iteration 98Q (4546.240000 sec): 3 clusters
  Score: Raw -370849.653748 + Penalty 2622.434532 = -368227.219216
  nChanged 0
		SP:Iteration 99F (4546.250000 sec): 3 clusters
  Score: Raw -370849.653748 + Penalty 2622.434532 = -368227.219216
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4546.290000 sec): 2 clusters
  Score: Raw -1527429.790634 + Penalty 1538.901479 = -1525890.889155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4546.320000 sec): 3 clusters
  Score: Raw -1519930.720017 + Penalty 3077.802958 = -1516852.917059
  nChanged 5722
		SP:Iteration 1F (4546.360000 sec): 3 clusters
  Score: Raw -1523173.082790 + Penalty 3077.802958 = -1520095.279832
  nChanged 832
		SP:Iteration 2F (4546.390000 sec): 3 clusters
  Score: Raw -1523605.161566 + Penalty 3077.802958 = -1520527.358608
  nChanged 807
		SP:Iteration 3F (4546.420000 sec): 3 clusters
  Score: Raw -1524014.976122 + Penalty 3077.802958 = -1520937.173164
  nChanged 714
		SP:Iteration 4F (4546.460000 sec): 3 clusters
  Score: Raw -1524362.534719 + Penalty 3077.802958 = -1521284.731761
  nChanged 674
		SP:Iteration 5F (4546.490000 sec): 3 clusters
  Score: Raw -1524682.840676 + Penalty 3077.802958 = -1521605.037718
  nChanged 577
		SP:Iteration 6Q (4546.520000 sec): 3 clusters
  Score: Raw -1524946.425937 + Penalty 3077.802958 = -1521868.622979
  nChanged 543
		SP:Iteration 7Q (4546.560000 sec): 3 clusters
  Score: Raw -1525196.161438 + Penalty 3077.802958 = -1522118.358480
  nChanged 502
		SP:Iteration 8Q (4546.590000 sec): 3 clusters
  Score: Raw -1525423.372775 + Penalty 3077.802958 = -1522345.569817
  nChanged 439
		SP:Iteration 9Q (4546.630000 sec): 3 clusters
  Score: Raw -1525621.449232 + Penalty 3077.802958 = -1522543.646274
  nChanged 393
		SP:Iteration 10Q (4546.660000 sec): 3 clusters
  Score: Raw -1525794.728338 + Penalty 3077.802958 = -1522716.925380
  nChanged 403
		SP:Iteration 11Q (4546.690000 sec): 3 clusters
  Score: Raw -1525974.812614 + Penalty 3077.802958 = -1522897.009656
  nChanged 374
		SP:Iteration 12Q (4546.730000 sec): 3 clusters
  Score: Raw -1526132.342497 + Penalty 3077.802958 = -1523054.539539
  nChanged 328
		SP:Iteration 13Q (4546.760000 sec): 3 clusters
  Score: Raw -1526287.434189 + Penalty 3077.802958 = -1523209.631231
  nChanged 309
		SP:Iteration 14Q (4546.800000 sec): 3 clusters
  Score: Raw -1526442.168896 + Penalty 3077.802958 = -1523364.365938
  nChanged 290
		SP:Iteration 15Q (4546.830000 sec): 3 clusters
  Score: Raw -1526585.789263 + Penalty 3077.802958 = -1523507.986305
  nChanged 292
		SP:Iteration 16Q (4546.860000 sec): 3 clusters
  Score: Raw -1526728.019405 + Penalty 3077.802958 = -1523650.216447
  nChanged 254
		SP:Iteration 17Q (4546.900000 sec): 3 clusters
  Score: Raw -1526867.329428 + Penalty 3077.802958 = -1523789.526470
  nChanged 219
		SP:Iteration 18Q (4546.930000 sec): 3 clusters
  Score: Raw -1526994.186544 + Penalty 3077.802958 = -1523916.383586
  nChanged 192
		SP:Iteration 19Q (4546.960000 sec): 3 clusters
  Score: Raw -1527111.270399 + Penalty 3077.802958 = -1524033.467441
  nChanged 164
		SP:Iteration 20F (4547.000000 sec): 3 clusters
  Score: Raw -1527215.299916 + Penalty 3077.802958 = -1524137.496958
  nChanged 120
		SP:Iteration 21Q (4547.020000 sec): 3 clusters
  Score: Raw -1527295.793430 + Penalty 3077.802958 = -1524217.990472
  nChanged 95
		SP:Iteration 22Q (4547.060000 sec): 3 clusters
  Score: Raw -1527356.582490 + Penalty 3077.802958 = -1524278.779532
  nChanged 67
		SP:Iteration 23Q (4547.080000 sec): 3 clusters
  Score: Raw -1527403.845152 + Penalty 3077.802958 = -1524326.042194
  nChanged 50
		SP:Iteration 24Q (4547.120000 sec): 3 clusters
  Score: Raw -1527445.007698 + Penalty 3077.802958 = -1524367.204740
  nChanged 46
		SP:Iteration 25Q (4547.140000 sec): 3 clusters
  Score: Raw -1527482.373398 + Penalty 3077.802958 = -1524404.570440
  nChanged 34
		SP:Iteration 26Q (4547.170000 sec): 3 clusters
  Score: Raw -1527508.405486 + Penalty 3077.802958 = -1524430.602528
  nChanged 28
		SP:Iteration 27Q (4547.200000 sec): 3 clusters
  Score: Raw -1527527.890566 + Penalty 3077.802958 = -1524450.087608
  nChanged 19
		SP:Iteration 28Q (4547.220000 sec): 3 clusters
  Score: Raw -1527539.500965 + Penalty 3077.802958 = -1524461.698007
  nChanged 11
		SP:Iteration 29Q (4547.250000 sec): 3 clusters
  Score: Raw -1527548.766810 + Penalty 3077.802958 = -1524470.963852
  nChanged 14
		SP:Iteration 30Q (4547.280000 sec): 3 clusters
  Score: Raw -1527560.182215 + Penalty 3077.802958 = -1524482.379257
  nChanged 8
		SP:Iteration 31Q (4547.300000 sec): 3 clusters
  Score: Raw -1527567.310439 + Penalty 3077.802958 = -1524489.507481
  nChanged 10
		SP:Iteration 32Q (4547.330000 sec): 3 clusters
  Score: Raw -1527573.727484 + Penalty 3077.802958 = -1524495.924526
  nChanged 6
		SP:Iteration 33Q (4547.360000 sec): 3 clusters
  Score: Raw -1527578.688568 + Penalty 3077.802958 = -1524500.885610
  nChanged 7
		SP:Iteration 34Q (4547.380000 sec): 3 clusters
  Score: Raw -1527584.761192 + Penalty 3077.802958 = -1524506.958234
  nChanged 7
		SP:Iteration 35Q (4547.410000 sec): 3 clusters
  Score: Raw -1527588.846993 + Penalty 3077.802958 = -1524511.044035
  nChanged 5
		SP:Iteration 36Q (4547.440000 sec): 3 clusters
  Score: Raw -1527591.205195 + Penalty 3077.802958 = -1524513.402237
  nChanged 3
		SP:Iteration 37Q (4547.460000 sec): 3 clusters
  Score: Raw -1527593.359570 + Penalty 3077.802958 = -1524515.556612
  nChanged 1
		SP:Iteration 38Q (4547.490000 sec): 3 clusters
  Score: Raw -1527594.558491 + Penalty 3077.802958 = -1524516.755533
  nChanged 2
		SP:Iteration 39Q (4547.510000 sec): 3 clusters
  Score: Raw -1527596.190882 + Penalty 3077.802958 = -1524518.387925
  nChanged 0
		SP:Iteration 40F (4547.540000 sec): 3 clusters
  Score: Raw -1527596.190882 + Penalty 3077.802958 = -1524518.387925
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4547.560000 sec): 2 clusters
  Score: Raw -279804.144000 + Penalty 1272.379563 = -278531.764436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4547.570000 sec): 3 clusters
  Score: Raw -278671.267110 + Penalty 2544.759127 = -276126.507983
  nChanged 922
		SP:Iteration 1F (4547.580000 sec): 3 clusters
  Score: Raw -279367.229706 + Penalty 2544.759127 = -276822.470579
  nChanged 214
		SP:Iteration 2F (4547.580000 sec): 3 clusters
  Score: Raw -279551.258874 + Penalty 2544.759127 = -277006.499748
  nChanged 157
		SP:Iteration 3F (4547.590000 sec): 3 clusters
  Score: Raw -279699.840444 + Penalty 2544.759127 = -277155.081317
  nChanged 140
		SP:Iteration 4F (4547.590000 sec): 3 clusters
  Score: Raw -279817.779545 + Penalty 2544.759127 = -277273.020418
  nChanged 116
		SP:Iteration 5Q (4547.600000 sec): 3 clusters
  Score: Raw -279922.583794 + Penalty 2544.759127 = -277377.824667
  nChanged 99
		SP:Iteration 6Q (4547.600000 sec): 3 clusters
  Score: Raw -279993.354662 + Penalty 2544.759127 = -277448.595535
  nChanged 73
		SP:Iteration 7Q (4547.610000 sec): 3 clusters
  Score: Raw -280048.267505 + Penalty 2544.759127 = -277503.508378
  nChanged 64
		SP:Iteration 8Q (4547.620000 sec): 3 clusters
  Score: Raw -280089.989886 + Penalty 2544.759127 = -277545.230759
  nChanged 50
		SP:Iteration 9Q (4547.620000 sec): 3 clusters
  Score: Raw -280124.990508 + Penalty 2544.759127 = -277580.231381
  nChanged 40
		SP:Iteration 10Q (4547.630000 sec): 3 clusters
  Score: Raw -280155.285419 + Penalty 2544.759127 = -277610.526292
  nChanged 31
		SP:Iteration 11Q (4547.640000 sec): 3 clusters
  Score: Raw -280177.457154 + Penalty 2544.759127 = -277632.698028
  nChanged 26
		SP:Iteration 12Q (4547.640000 sec): 3 clusters
  Score: Raw -280193.768868 + Penalty 2544.759127 = -277649.009742
  nChanged 19
		SP:Iteration 13Q (4547.650000 sec): 3 clusters
  Score: Raw -280204.703669 + Penalty 2544.759127 = -277659.944542
  nChanged 12
		SP:Iteration 14Q (4547.660000 sec): 3 clusters
  Score: Raw -280211.592454 + Penalty 2544.759127 = -277666.833327
  nChanged 13
		SP:Iteration 15Q (4547.660000 sec): 3 clusters
  Score: Raw -280220.492011 + Penalty 2544.759127 = -277675.732884
  nChanged 11
		SP:Iteration 16Q (4547.670000 sec): 3 clusters
  Score: Raw -280224.796180 + Penalty 2544.759127 = -277680.037053
  nChanged 7
		SP:Iteration 17Q (4547.670000 sec): 3 clusters
  Score: Raw -280227.104238 + Penalty 2544.759127 = -277682.345111
  nChanged 4
		SP:Iteration 18Q (4547.680000 sec): 3 clusters
  Score: Raw -280229.105162 + Penalty 2544.759127 = -277684.346035
  nChanged 3
		SP:Iteration 19Q (4547.680000 sec): 3 clusters
  Score: Raw -280229.704272 + Penalty 2544.759127 = -277684.945145
  nChanged 0
		SP:Iteration 20F (4547.690000 sec): 3 clusters
  Score: Raw -280229.704272 + Penalty 2544.759127 = -277684.945145
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4547.710000 sec): 2 clusters
  Score: Raw -482098.878118 + Penalty 1366.597484 = -480732.280634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4547.720000 sec): 3 clusters
  Score: Raw -479866.064806 + Penalty 2733.194969 = -477132.869838
  nChanged 1774
		SP:Iteration 1F (4547.730000 sec): 3 clusters
  Score: Raw -480934.496517 + Penalty 2733.194969 = -478201.301548
  nChanged 383
		SP:Iteration 2F (4547.740000 sec): 3 clusters
  Score: Raw -481250.958646 + Penalty 2733.194969 = -478517.763677
  nChanged 339
		SP:Iteration 3F (4547.750000 sec): 3 clusters
  Score: Raw -481520.590684 + Penalty 2733.194969 = -478787.395716
  nChanged 282
		SP:Iteration 4F (4547.760000 sec): 3 clusters
  Score: Raw -481766.963613 + Penalty 2733.194969 = -479033.768644
  nChanged 249
		SP:Iteration 5F (4547.780000 sec): 3 clusters
  Score: Raw -481970.185991 + Penalty 2733.194969 = -479236.991022
  nChanged 209
		SP:Iteration 6Q (4547.790000 sec): 3 clusters
  Score: Raw -482128.647665 + Penalty 2733.194969 = -479395.452696
  nChanged 166
		SP:Iteration 7Q (4547.800000 sec): 3 clusters
  Score: Raw -482236.552699 + Penalty 2733.194969 = -479503.357730
  nChanged 121
		SP:Iteration 8Q (4547.810000 sec): 3 clusters
  Score: Raw -482305.720955 + Penalty 2733.194969 = -479572.525986
  nChanged 93
		SP:Iteration 9Q (4547.820000 sec): 3 clusters
  Score: Raw -482370.069219 + Penalty 2733.194969 = -479636.874250
  nChanged 102
		SP:Iteration 10Q (4547.830000 sec): 3 clusters
  Score: Raw -482444.467360 + Penalty 2733.194969 = -479711.272391
  nChanged 101
		SP:Iteration 11Q (4547.840000 sec): 3 clusters
  Score: Raw -482530.175387 + Penalty 2733.194969 = -479796.980418
  nChanged 100
		SP:Iteration 12Q (4547.850000 sec): 3 clusters
  Score: Raw -482624.148768 + Penalty 2733.194969 = -479890.953799
  nChanged 107
		SP:Iteration 13Q (4547.860000 sec): 3 clusters
  Score: Raw -482709.713329 + Penalty 2733.194969 = -479976.518360
  nChanged 68
		SP:Iteration 14Q (4547.870000 sec): 3 clusters
  Score: Raw -482753.857145 + Penalty 2733.194969 = -480020.662176
  nChanged 61
		SP:Iteration 15Q (4547.880000 sec): 3 clusters
  Score: Raw -482792.052959 + Penalty 2733.194969 = -480058.857990
  nChanged 45
		SP:Iteration 16Q (4547.890000 sec): 3 clusters
  Score: Raw -482814.273294 + Penalty 2733.194969 = -480081.078326
  nChanged 43
		SP:Iteration 17Q (4547.900000 sec): 3 clusters
  Score: Raw -482837.593979 + Penalty 2733.194969 = -480104.399010
  nChanged 27
		SP:Iteration 18Q (4547.910000 sec): 3 clusters
  Score: Raw -482849.903798 + Penalty 2733.194969 = -480116.708829
  nChanged 28
		SP:Iteration 19Q (4547.920000 sec): 3 clusters
  Score: Raw -482860.265325 + Penalty 2733.194969 = -480127.070356
  nChanged 20
		SP:Iteration 20F (4547.940000 sec): 3 clusters
  Score: Raw -482865.959308 + Penalty 2733.194969 = -480132.764340
  nChanged 9
		SP:Iteration 21Q (4547.940000 sec): 3 clusters
  Score: Raw -482867.856857 + Penalty 2733.194969 = -480134.661888
  nChanged 5
		SP:Iteration 22Q (4547.960000 sec): 3 clusters
  Score: Raw -482868.639774 + Penalty 2733.194969 = -480135.444805
  nChanged 5
		SP:Iteration 23Q (4547.960000 sec): 3 clusters
  Score: Raw -482870.468465 + Penalty 2733.194969 = -480137.273496
  nChanged 8
		SP:Iteration 24Q (4547.980000 sec): 3 clusters
  Score: Raw -482872.490018 + Penalty 2733.194969 = -480139.295049
  nChanged 4
		SP:Iteration 25Q (4547.980000 sec): 3 clusters
  Score: Raw -482873.210993 + Penalty 2733.194969 = -480140.016025
  nChanged 2
		SP:Iteration 26Q (4548.000000 sec): 3 clusters
  Score: Raw -482873.438886 + Penalty 2733.194969 = -480140.243918
  nChanged 2
		SP:Iteration 27Q (4548.000000 sec): 3 clusters
  Score: Raw -482873.880791 + Penalty 2733.194969 = -480140.685822
  nChanged 2
		SP:Iteration 28Q (4548.020000 sec): 3 clusters
  Score: Raw -482874.275442 + Penalty 2733.194969 = -480141.080474
  nChanged 2
		SP:Iteration 29Q (4548.020000 sec): 3 clusters
  Score: Raw -482874.491769 + Penalty 2733.194969 = -480141.296801
  nChanged 0
		SP:Iteration 30F (4548.040000 sec): 3 clusters
  Score: Raw -482874.491769 + Penalty 2733.194969 = -480141.296801
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4548.050000 sec): 2 clusters
  Score: Raw -527622.581037 + Penalty 1376.833777 = -526245.747260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4548.060000 sec): 3 clusters
  Score: Raw -525152.093196 + Penalty 2753.667554 = -522398.425642
  nChanged 1973
		SP:Iteration 1F (4548.080000 sec): 3 clusters
  Score: Raw -526305.699461 + Penalty 2753.667554 = -523552.031907
  nChanged 364
		SP:Iteration 2F (4548.090000 sec): 3 clusters
  Score: Raw -526522.844215 + Penalty 2753.667554 = -523769.176661
  nChanged 297
		SP:Iteration 3F (4548.100000 sec): 3 clusters
  Score: Raw -526710.779930 + Penalty 2753.667554 = -523957.112376
  nChanged 257
		SP:Iteration 4F (4548.120000 sec): 3 clusters
  Score: Raw -526850.093934 + Penalty 2753.667554 = -524096.426379
  nChanged 220
		SP:Iteration 5Q (4548.130000 sec): 3 clusters
  Score: Raw -526981.311851 + Penalty 2753.667554 = -524227.644296
  nChanged 182
		SP:Iteration 6Q (4548.140000 sec): 3 clusters
  Score: Raw -527078.552265 + Penalty 2753.667554 = -524324.884711
  nChanged 169
		SP:Iteration 7Q (4548.150000 sec): 3 clusters
  Score: Raw -527169.538936 + Penalty 2753.667554 = -524415.871382
  nChanged 180
		SP:Iteration 8Q (4548.160000 sec): 3 clusters
  Score: Raw -527268.214728 + Penalty 2753.667554 = -524514.547174
  nChanged 163
		SP:Iteration 9Q (4548.170000 sec): 3 clusters
  Score: Raw -527367.928272 + Penalty 2753.667554 = -524614.260718
  nChanged 177
		SP:Iteration 10Q (4548.180000 sec): 3 clusters
  Score: Raw -527499.040603 + Penalty 2753.667554 = -524745.373049
  nChanged 178
		SP:Iteration 11Q (4548.200000 sec): 3 clusters
  Score: Raw -527649.325316 + Penalty 2753.667554 = -524895.657762
  nChanged 171
		SP:Iteration 12Q (4548.210000 sec): 3 clusters
  Score: Raw -527787.422326 + Penalty 2753.667554 = -525033.754772
  nChanged 129
		SP:Iteration 13Q (4548.220000 sec): 3 clusters
  Score: Raw -527888.771418 + Penalty 2753.667554 = -525135.103863
  nChanged 94
		SP:Iteration 14Q (4548.230000 sec): 3 clusters
  Score: Raw -527968.661462 + Penalty 2753.667554 = -525214.993907
  nChanged 83
		SP:Iteration 15Q (4548.240000 sec): 3 clusters
  Score: Raw -528039.496188 + Penalty 2753.667554 = -525285.828634
  nChanged 58
		SP:Iteration 16Q (4548.260000 sec): 3 clusters
  Score: Raw -528090.154637 + Penalty 2753.667554 = -525336.487082
  nChanged 35
		SP:Iteration 17Q (4548.260000 sec): 3 clusters
  Score: Raw -528118.314788 + Penalty 2753.667554 = -525364.647234
  nChanged 28
		SP:Iteration 18Q (4548.280000 sec): 3 clusters
  Score: Raw -528139.640252 + Penalty 2753.667554 = -525385.972698
  nChanged 18
		SP:Iteration 19Q (4548.290000 sec): 3 clusters
  Score: Raw -528154.465238 + Penalty 2753.667554 = -525400.797683
  nChanged 11
		SP:Iteration 20F (4548.300000 sec): 3 clusters
  Score: Raw -528164.831131 + Penalty 2753.667554 = -525411.163576
  nChanged 11
		SP:Iteration 21Q (4548.310000 sec): 3 clusters
  Score: Raw -528171.514481 + Penalty 2753.667554 = -525417.846927
  nChanged 5
		SP:Iteration 22Q (4548.320000 sec): 3 clusters
  Score: Raw -528174.536830 + Penalty 2753.667554 = -525420.869276
  nChanged 5
		SP:Iteration 23Q (4548.330000 sec): 3 clusters
  Score: Raw -528178.059181 + Penalty 2753.667554 = -525424.391626
  nChanged 3
		SP:Iteration 24Q (4548.340000 sec): 3 clusters
  Score: Raw -528179.040685 + Penalty 2753.667554 = -525425.373131
  nChanged 4
		SP:Iteration 25Q (4548.350000 sec): 3 clusters
  Score: Raw -528180.327777 + Penalty 2753.667554 = -525426.660223
  nChanged 3
		SP:Iteration 26Q (4548.360000 sec): 3 clusters
  Score: Raw -528181.327149 + Penalty 2753.667554 = -525427.659595
  nChanged 1
		SP:Iteration 27Q (4548.370000 sec): 3 clusters
  Score: Raw -528181.616444 + Penalty 2753.667554 = -525427.948890
  nChanged 0
		SP:Iteration 28F (4548.380000 sec): 3 clusters
  Score: Raw -528181.616444 + Penalty 2753.667554 = -525427.948890
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4548.390000 sec): 2 clusters
  Score: Raw -142142.139302 + Penalty 1164.643655 = -140977.495647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4548.400000 sec): 3 clusters
  Score: Raw -141652.686551 + Penalty 2329.287310 = -139323.399241
  nChanged 419
		SP:Iteration 1F (4548.400000 sec): 3 clusters
  Score: Raw -142049.004897 + Penalty 2329.287310 = -139719.717587
  nChanged 125
		SP:Iteration 2F (4548.400000 sec): 3 clusters
  Score: Raw -142181.531067 + Penalty 2329.287310 = -139852.243757
  nChanged 75
		SP:Iteration 3F (4548.400000 sec): 3 clusters
  Score: Raw -142278.327081 + Penalty 2329.287310 = -139949.039771
  nChanged 64
		SP:Iteration 4Q (4548.410000 sec): 3 clusters
  Score: Raw -142353.886586 + Penalty 2329.287310 = -140024.599276
  nChanged 42
		SP:Iteration 5Q (4548.410000 sec): 3 clusters
  Score: Raw -142409.311464 + Penalty 2329.287310 = -140080.024154
  nChanged 39
		SP:Iteration 6Q (4548.420000 sec): 3 clusters
  Score: Raw -142464.165877 + Penalty 2329.287310 = -140134.878567
  nChanged 31
		SP:Iteration 7Q (4548.420000 sec): 3 clusters
  Score: Raw -142502.956580 + Penalty 2329.287310 = -140173.669270
  nChanged 28
		SP:Iteration 8Q (4548.420000 sec): 3 clusters
  Score: Raw -142536.601180 + Penalty 2329.287310 = -140207.313870
  nChanged 15
		SP:Iteration 9Q (4548.420000 sec): 3 clusters
  Score: Raw -142550.490709 + Penalty 2329.287310 = -140221.203399
  nChanged 8
		SP:Iteration 10Q (4548.430000 sec): 3 clusters
  Score: Raw -142556.234454 + Penalty 2329.287310 = -140226.947144
  nChanged 5
		SP:Iteration 11Q (4548.430000 sec): 3 clusters
  Score: Raw -142563.031821 + Penalty 2329.287310 = -140233.744511
  nChanged 8
		SP:Iteration 12Q (4548.430000 sec): 3 clusters
  Score: Raw -142574.563234 + Penalty 2329.287310 = -140245.275924
  nChanged 9
		SP:Iteration 13Q (4548.440000 sec): 3 clusters
  Score: Raw -142582.161766 + Penalty 2329.287310 = -140252.874456
  nChanged 6
		SP:Iteration 14Q (4548.440000 sec): 3 clusters
  Score: Raw -142588.476994 + Penalty 2329.287310 = -140259.189684
  nChanged 4
		SP:Iteration 15Q (4548.440000 sec): 3 clusters
  Score: Raw -142591.285366 + Penalty 2329.287310 = -140261.998056
  nChanged 3
		SP:Iteration 16Q (4548.440000 sec): 3 clusters
  Score: Raw -142594.859981 + Penalty 2329.287310 = -140265.572671
  nChanged 4
		SP:Iteration 17Q (4548.450000 sec): 3 clusters
  Score: Raw -142598.030291 + Penalty 2329.287310 = -140268.742981
  nChanged 2
		SP:Iteration 18Q (4548.450000 sec): 3 clusters
  Score: Raw -142599.909856 + Penalty 2329.287310 = -140270.622546
  nChanged 2
		SP:Iteration 19Q (4548.450000 sec): 3 clusters
  Score: Raw -142601.412224 + Penalty 2329.287310 = -140272.124914
  nChanged 0
		SP:Iteration 20F (4548.460000 sec): 3 clusters
  Score: Raw -142601.412224 + Penalty 2329.287310 = -140272.124914
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (1083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4548.460000 sec): 2 clusters
  Score: Raw -109607.163352 + Penalty 1135.467165 = -108471.696187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4548.470000 sec): 3 clusters
  Score: Raw -109252.798839 + Penalty 2270.934330 = -106981.864509
  nChanged 357
		SP:Iteration 1F (4548.470000 sec): 3 clusters
  Score: Raw -109594.523311 + Penalty 2270.934330 = -107323.588981
  nChanged 106
		SP:Iteration 2F (4548.470000 sec): 3 clusters
  Score: Raw -109724.729496 + Penalty 2270.934330 = -107453.795166
  nChanged 66
		SP:Iteration 3F (4548.480000 sec): 3 clusters
  Score: Raw -109794.400495 + Penalty 2270.934330 = -107523.466165
  nChanged 36
		SP:Iteration 4Q (4548.480000 sec): 3 clusters
  Score: Raw -109830.277319 + Penalty 2270.934330 = -107559.342989
  nChanged 26
		SP:Iteration 5Q (4548.480000 sec): 3 clusters
  Score: Raw -109859.014856 + Penalty 2270.934330 = -107588.080526
  nChanged 20
		SP:Iteration 6Q (4548.480000 sec): 3 clusters
  Score: Raw -109881.086228 + Penalty 2270.934330 = -107610.151898
  nChanged 10
		SP:Iteration 7Q (4548.480000 sec): 3 clusters
  Score: Raw -109889.781251 + Penalty 2270.934330 = -107618.846920
  nChanged 8
		SP:Iteration 8Q (4548.490000 sec): 3 clusters
  Score: Raw -109896.523673 + Penalty 2270.934330 = -107625.589343
  nChanged 3
		SP:Iteration 9Q (4548.490000 sec): 3 clusters
  Score: Raw -109902.494494 + Penalty 2270.934330 = -107631.560164
  nChanged 6
		SP:Iteration 10Q (4548.490000 sec): 3 clusters
  Score: Raw -109907.640847 + Penalty 2270.934330 = -107636.706517
  nChanged 5
		SP:Iteration 11Q (4548.500000 sec): 3 clusters
  Score: Raw -109913.972548 + Penalty 2270.934330 = -107643.038218
  nChanged 1
		SP:Iteration 12Q (4548.500000 sec): 3 clusters
  Score: Raw -109916.131488 + Penalty 2270.934330 = -107645.197157
  nChanged 3
		SP:Iteration 13Q (4548.500000 sec): 3 clusters
  Score: Raw -109918.950434 + Penalty 2270.934330 = -107648.016104
  nChanged 2
		SP:Iteration 14Q (4548.500000 sec): 3 clusters
  Score: Raw -109920.726144 + Penalty 2270.934330 = -107649.791813
  nChanged 1
		SP:Iteration 15Q (4548.510000 sec): 3 clusters
  Score: Raw -109921.864409 + Penalty 2270.934330 = -107650.930078
  nChanged 1
		SP:Iteration 16Q (4548.510000 sec): 3 clusters
  Score: Raw -109922.351342 + Penalty 2270.934330 = -107651.417012
  nChanged 1
		SP:Iteration 17Q (4548.510000 sec): 3 clusters
  Score: Raw -109922.946205 + Penalty 2270.934330 = -107652.011875
  nChanged 0
		SP:Iteration 18F (4548.520000 sec): 3 clusters
  Score: Raw -109922.946205 + Penalty 2270.934330 = -107652.011875
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (33008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4548.620000 sec): 2 clusters
  Score: Raw -4040922.328169 + Penalty 1690.732101 = -4039231.596069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4548.700000 sec): 3 clusters
  Score: Raw -4020409.311492 + Penalty 3381.464201 = -4017027.847291
  nChanged 15118
		SP:Iteration 1F (4548.790000 sec): 3 clusters
  Score: Raw -4029138.864307 + Penalty 3381.464201 = -4025757.400105
  nChanged 1429
		SP:Iteration 2Q (4548.880000 sec): 3 clusters
  Score: Raw -4029572.361214 + Penalty 3381.464201 = -4026190.897012
  nChanged 1317
		SP:Iteration 3Q (4548.970000 sec): 3 clusters
  Score: Raw -4030004.525241 + Penalty 3381.464201 = -4026623.061040
  nChanged 1333
		SP:Iteration 4Q (4549.060000 sec): 3 clusters
  Score: Raw -4030508.155816 + Penalty 3381.464201 = -4027126.691614
  nChanged 1410
		SP:Iteration 5Q (4549.150000 sec): 3 clusters
  Score: Raw -4031147.595881 + Penalty 3381.464201 = -4027766.131679
  nChanged 1550
		SP:Iteration 6Q (4549.240000 sec): 3 clusters
  Score: Raw -4032045.581134 + Penalty 3381.464201 = -4028664.116933
  nChanged 1775
		SP:Iteration 7F (4549.330000 sec): 3 clusters
  Score: Raw -4033381.024009 + Penalty 3381.464201 = -4029999.559807
  nChanged 1914
		SP:Iteration 8F (4549.410000 sec): 3 clusters
  Score: Raw -4035066.188239 + Penalty 3381.464201 = -4031684.724038
  nChanged 1797
		SP:Iteration 9F (4549.500000 sec): 3 clusters
  Score: Raw -4036613.610499 + Penalty 3381.464201 = -4033232.146297
  nChanged 1433
		SP:Iteration 10Q (4549.580000 sec): 3 clusters
  Score: Raw -4037673.560647 + Penalty 3381.464201 = -4034292.096446
  nChanged 1107
		SP:Iteration 11Q (4549.670000 sec): 3 clusters
  Score: Raw -4038349.773897 + Penalty 3381.464201 = -4034968.309695
  nChanged 846
		SP:Iteration 12Q (4549.740000 sec): 3 clusters
  Score: Raw -4038806.588346 + Penalty 3381.464201 = -4035425.124144
  nChanged 660
		SP:Iteration 13Q (4549.820000 sec): 3 clusters
  Score: Raw -4039133.181542 + Penalty 3381.464201 = -4035751.717341
  nChanged 523
		SP:Iteration 14Q (4549.900000 sec): 3 clusters
  Score: Raw -4039377.424001 + Penalty 3381.464201 = -4035995.959800
  nChanged 459
		SP:Iteration 15Q (4549.970000 sec): 3 clusters
  Score: Raw -4039578.586293 + Penalty 3381.464201 = -4036197.122092
  nChanged 404
		SP:Iteration 16Q (4550.040000 sec): 3 clusters
  Score: Raw -4039759.148076 + Penalty 3381.464201 = -4036377.683874
  nChanged 350
		SP:Iteration 17Q (4550.110000 sec): 3 clusters
  Score: Raw -4039919.463210 + Penalty 3381.464201 = -4036537.999008
  nChanged 324
		SP:Iteration 18Q (4550.180000 sec): 3 clusters
  Score: Raw -4040090.039306 + Penalty 3381.464201 = -4036708.575104
  nChanged 279
		SP:Iteration 19Q (4550.250000 sec): 3 clusters
  Score: Raw -4040245.032220 + Penalty 3381.464201 = -4036863.568018
  nChanged 262
		SP:Iteration 20F (4550.340000 sec): 3 clusters
  Score: Raw -4040397.551970 + Penalty 3381.464201 = -4037016.087769
  nChanged 245
		SP:Iteration 21Q (4550.400000 sec): 3 clusters
  Score: Raw -4040528.587583 + Penalty 3381.464201 = -4037147.123381
  nChanged 200
		SP:Iteration 22Q (4550.470000 sec): 3 clusters
  Score: Raw -4040636.193782 + Penalty 3381.464201 = -4037254.729581
  nChanged 154
		SP:Iteration 23Q (4550.530000 sec): 3 clusters
  Score: Raw -4040727.980743 + Penalty 3381.464201 = -4037346.516541
  nChanged 143
		SP:Iteration 24Q (4550.600000 sec): 3 clusters
  Score: Raw -4040813.704196 + Penalty 3381.464201 = -4037432.239995
  nChanged 123
		SP:Iteration 25Q (4550.660000 sec): 3 clusters
  Score: Raw -4040890.766853 + Penalty 3381.464201 = -4037509.302652
  nChanged 103
		SP:Iteration 26Q (4550.720000 sec): 3 clusters
  Score: Raw -4040967.729225 + Penalty 3381.464201 = -4037586.265024
  nChanged 95
		SP:Iteration 27Q (4550.790000 sec): 3 clusters
  Score: Raw -4041040.354474 + Penalty 3381.464201 = -4037658.890272
  nChanged 74
		SP:Iteration 28Q (4550.850000 sec): 3 clusters
  Score: Raw -4041088.713977 + Penalty 3381.464201 = -4037707.249775
  nChanged 59
		SP:Iteration 29Q (4550.910000 sec): 3 clusters
  Score: Raw -4041129.298615 + Penalty 3381.464201 = -4037747.834414
  nChanged 59
		SP:Iteration 30Q (4550.980000 sec): 3 clusters
  Score: Raw -4041169.362277 + Penalty 3381.464201 = -4037787.898075
  nChanged 42
		SP:Iteration 31Q (4551.040000 sec): 3 clusters
  Score: Raw -4041195.245807 + Penalty 3381.464201 = -4037813.781605
  nChanged 34
		SP:Iteration 32Q (4551.100000 sec): 3 clusters
  Score: Raw -4041215.279281 + Penalty 3381.464201 = -4037833.815080
  nChanged 33
		SP:Iteration 33Q (4551.160000 sec): 3 clusters
  Score: Raw -4041229.754993 + Penalty 3381.464201 = -4037848.290792
  nChanged 20
		SP:Iteration 34Q (4551.220000 sec): 3 clusters
  Score: Raw -4041239.486465 + Penalty 3381.464201 = -4037858.022263
  nChanged 25
		SP:Iteration 35Q (4551.280000 sec): 3 clusters
  Score: Raw -4041248.084241 + Penalty 3381.464201 = -4037866.620039
  nChanged 15
		SP:Iteration 36Q (4551.350000 sec): 3 clusters
  Score: Raw -4041256.095541 + Penalty 3381.464201 = -4037874.631340
  nChanged 18
		SP:Iteration 37Q (4551.410000 sec): 3 clusters
  Score: Raw -4041263.728356 + Penalty 3381.464201 = -4037882.264155
  nChanged 14
		SP:Iteration 38Q (4551.470000 sec): 3 clusters
  Score: Raw -4041269.362889 + Penalty 3381.464201 = -4037887.898688
  nChanged 11
		SP:Iteration 39Q (4551.530000 sec): 3 clusters
  Score: Raw -4041274.368493 + Penalty 3381.464201 = -4037892.904291
  nChanged 7
		SP:Iteration 40F (4551.620000 sec): 3 clusters
  Score: Raw -4041276.852312 + Penalty 3381.464201 = -4037895.388111
  nChanged 7
		SP:Iteration 41Q (4551.680000 sec): 3 clusters
  Score: Raw -4041279.951125 + Penalty 3381.464201 = -4037898.486924
  nChanged 3
		SP:Iteration 42Q (4551.740000 sec): 3 clusters
  Score: Raw -4041281.494097 + Penalty 3381.464201 = -4037900.029895
  nChanged 4
		SP:Iteration 43Q (4551.800000 sec): 3 clusters
  Score: Raw -4041283.529127 + Penalty 3381.464201 = -4037902.064926
  nChanged 8
		SP:Iteration 44Q (4551.860000 sec): 3 clusters
  Score: Raw -4041287.375775 + Penalty 3381.464201 = -4037905.911574
  nChanged 5
		SP:Iteration 45Q (4551.920000 sec): 3 clusters
  Score: Raw -4041289.094888 + Penalty 3381.464201 = -4037907.630686
  nChanged 4
		SP:Iteration 46Q (4551.980000 sec): 3 clusters
  Score: Raw -4041290.303399 + Penalty 3381.464201 = -4037908.839198
  nChanged 2
		SP:Iteration 47Q (4552.040000 sec): 3 clusters
  Score: Raw -4041291.460279 + Penalty 3381.464201 = -4037909.996078
  nChanged 5
		SP:Iteration 48Q (4552.100000 sec): 3 clusters
  Score: Raw -4041292.973409 + Penalty 3381.464201 = -4037911.509207
  nChanged 0
		SP:Iteration 49F (4552.190000 sec): 3 clusters
  Score: Raw -4041292.973409 + Penalty 3381.464201 = -4037911.509207
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4552.230000 sec): 2 clusters
  Score: Raw -1158252.829023 + Penalty 1497.442271 = -1156755.386751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4552.260000 sec): 3 clusters
  Score: Raw -1152571.681646 + Penalty 2994.884542 = -1149576.797104
  nChanged 4277
		SP:Iteration 1F (4552.280000 sec): 3 clusters
  Score: Raw -1154875.487348 + Penalty 2994.884542 = -1151880.602805
  nChanged 591
		SP:Iteration 2F (4552.310000 sec): 3 clusters
  Score: Raw -1155123.821191 + Penalty 2994.884542 = -1152128.936648
  nChanged 542
		SP:Iteration 3F (4552.340000 sec): 3 clusters
  Score: Raw -1155355.795121 + Penalty 2994.884542 = -1152360.910579
  nChanged 490
		SP:Iteration 4Q (4552.360000 sec): 3 clusters
  Score: Raw -1155594.891057 + Penalty 2994.884542 = -1152600.006514
  nChanged 475
		SP:Iteration 5Q (4552.390000 sec): 3 clusters
  Score: Raw -1155866.651765 + Penalty 2994.884542 = -1152871.767223
  nChanged 499
		SP:Iteration 6Q (4552.410000 sec): 3 clusters
  Score: Raw -1156203.132339 + Penalty 2994.884542 = -1153208.247797
  nChanged 511
		SP:Iteration 7F (4552.440000 sec): 3 clusters
  Score: Raw -1156579.955405 + Penalty 2994.884542 = -1153585.070862
  nChanged 527
		SP:Iteration 8F (4552.460000 sec): 3 clusters
  Score: Raw -1156920.147246 + Penalty 2994.884542 = -1153925.262703
  nChanged 451
		SP:Iteration 9Q (4552.490000 sec): 3 clusters
  Score: Raw -1157163.836092 + Penalty 2994.884542 = -1154168.951549
  nChanged 323
		SP:Iteration 10Q (4552.510000 sec): 3 clusters
  Score: Raw -1157307.416656 + Penalty 2994.884542 = -1154312.532113
  nChanged 260
		SP:Iteration 11Q (4552.540000 sec): 3 clusters
  Score: Raw -1157415.312544 + Penalty 2994.884542 = -1154420.428001
  nChanged 188
		SP:Iteration 12Q (4552.560000 sec): 3 clusters
  Score: Raw -1157476.493921 + Penalty 2994.884542 = -1154481.609379
  nChanged 141
		SP:Iteration 13Q (4552.590000 sec): 3 clusters
  Score: Raw -1157523.015093 + Penalty 2994.884542 = -1154528.130551
  nChanged 141
		SP:Iteration 14Q (4552.610000 sec): 3 clusters
  Score: Raw -1157571.997662 + Penalty 2994.884542 = -1154577.113120
  nChanged 128
		SP:Iteration 15Q (4552.640000 sec): 3 clusters
  Score: Raw -1157613.755654 + Penalty 2994.884542 = -1154618.871112
  nChanged 122
		SP:Iteration 16Q (4552.660000 sec): 3 clusters
  Score: Raw -1157652.420695 + Penalty 2994.884542 = -1154657.536153
  nChanged 116
		SP:Iteration 17Q (4552.680000 sec): 3 clusters
  Score: Raw -1157691.256544 + Penalty 2994.884542 = -1154696.372002
  nChanged 102
		SP:Iteration 18Q (4552.710000 sec): 3 clusters
  Score: Raw -1157725.320078 + Penalty 2994.884542 = -1154730.435536
  nChanged 112
		SP:Iteration 19Q (4552.740000 sec): 3 clusters
  Score: Raw -1157760.784461 + Penalty 2994.884542 = -1154765.899919
  nChanged 103
		SP:Iteration 20F (4552.760000 sec): 3 clusters
  Score: Raw -1157788.816561 + Penalty 2994.884542 = -1154793.932018
  nChanged 90
		SP:Iteration 21Q (4552.780000 sec): 3 clusters
  Score: Raw -1157811.230768 + Penalty 2994.884542 = -1154816.346225
  nChanged 90
		SP:Iteration 22Q (4552.810000 sec): 3 clusters
  Score: Raw -1157836.362189 + Penalty 2994.884542 = -1154841.477646
  nChanged 101
		SP:Iteration 23Q (4552.830000 sec): 3 clusters
  Score: Raw -1157866.800142 + Penalty 2994.884542 = -1154871.915600
  nChanged 94
		SP:Iteration 24Q (4552.860000 sec): 3 clusters
  Score: Raw -1157895.287743 + Penalty 2994.884542 = -1154900.403200
  nChanged 98
		SP:Iteration 25Q (4552.880000 sec): 3 clusters
  Score: Raw -1157923.391737 + Penalty 2994.884542 = -1154928.507194
  nChanged 77
		SP:Iteration 26Q (4552.900000 sec): 3 clusters
  Score: Raw -1157942.697758 + Penalty 2994.884542 = -1154947.813216
  nChanged 68
		SP:Iteration 27Q (4552.930000 sec): 3 clusters
  Score: Raw -1157960.120586 + Penalty 2994.884542 = -1154965.236043
  nChanged 63
		SP:Iteration 28Q (4552.950000 sec): 3 clusters
  Score: Raw -1157977.001948 + Penalty 2994.884542 = -1154982.117405
  nChanged 83
		SP:Iteration 29Q (4552.980000 sec): 3 clusters
  Score: Raw -1157998.870139 + Penalty 2994.884542 = -1155003.985596
  nChanged 75
		SP:Iteration 30Q (4553.000000 sec): 3 clusters
  Score: Raw -1158020.289788 + Penalty 2994.884542 = -1155025.405246
  nChanged 86
		SP:Iteration 31Q (4553.020000 sec): 3 clusters
  Score: Raw -1158050.688963 + Penalty 2994.884542 = -1155055.804421
  nChanged 90
		SP:Iteration 32Q (4553.050000 sec): 3 clusters
  Score: Raw -1158084.387224 + Penalty 2994.884542 = -1155089.502681
  nChanged 111
		SP:Iteration 33Q (4553.070000 sec): 3 clusters
  Score: Raw -1158121.220075 + Penalty 2994.884542 = -1155126.335533
  nChanged 115
		SP:Iteration 34Q (4553.090000 sec): 3 clusters
  Score: Raw -1158165.947949 + Penalty 2994.884542 = -1155171.063407
  nChanged 125
		SP:Iteration 35Q (4553.120000 sec): 3 clusters
  Score: Raw -1158217.414734 + Penalty 2994.884542 = -1155222.530191
  nChanged 118
		SP:Iteration 36Q (4553.140000 sec): 3 clusters
  Score: Raw -1158265.287167 + Penalty 2994.884542 = -1155270.402625
  nChanged 112
		SP:Iteration 37Q (4553.160000 sec): 3 clusters
  Score: Raw -1158316.849889 + Penalty 2994.884542 = -1155321.965347
  nChanged 101
		SP:Iteration 38Q (4553.190000 sec): 3 clusters
  Score: Raw -1158365.581739 + Penalty 2994.884542 = -1155370.697196
  nChanged 103
		SP:Iteration 39Q (4553.210000 sec): 3 clusters
  Score: Raw -1158417.234718 + Penalty 2994.884542 = -1155422.350175
  nChanged 102
		SP:Iteration 40F (4553.240000 sec): 3 clusters
  Score: Raw -1158466.147092 + Penalty 2994.884542 = -1155471.262549
  nChanged 98
		SP:Iteration 41Q (4553.260000 sec): 3 clusters
  Score: Raw -1158505.110052 + Penalty 2994.884542 = -1155510.225510
  nChanged 97
		SP:Iteration 42Q (4553.290000 sec): 3 clusters
  Score: Raw -1158536.960159 + Penalty 2994.884542 = -1155542.075616
  nChanged 80
		SP:Iteration 43Q (4553.310000 sec): 3 clusters
  Score: Raw -1158555.783013 + Penalty 2994.884542 = -1155560.898470
  nChanged 53
		SP:Iteration 44Q (4553.330000 sec): 3 clusters
  Score: Raw -1158567.810383 + Penalty 2994.884542 = -1155572.925840
  nChanged 55
		SP:Iteration 45Q (4553.360000 sec): 3 clusters
  Score: Raw -1158581.350264 + Penalty 2994.884542 = -1155586.465721
  nChanged 49
		SP:Iteration 46Q (4553.380000 sec): 3 clusters
  Score: Raw -1158591.720416 + Penalty 2994.884542 = -1155596.835873
  nChanged 43
		SP:Iteration 47Q (4553.400000 sec): 3 clusters
  Score: Raw -1158598.934228 + Penalty 2994.884542 = -1155604.049685
  nChanged 31
		SP:Iteration 48Q (4553.430000 sec): 3 clusters
  Score: Raw -1158604.857166 + Penalty 2994.884542 = -1155609.972623
  nChanged 31
		SP:Iteration 49Q (4553.450000 sec): 3 clusters
  Score: Raw -1158609.320160 + Penalty 2994.884542 = -1155614.435618
  nChanged 24
		SP:Iteration 50Q (4553.470000 sec): 3 clusters
  Score: Raw -1158612.811051 + Penalty 2994.884542 = -1155617.926508
  nChanged 16
		SP:Iteration 51Q (4553.500000 sec): 3 clusters
  Score: Raw -1158614.270383 + Penalty 2994.884542 = -1155619.385840
  nChanged 7
		SP:Iteration 52Q (4553.520000 sec): 3 clusters
  Score: Raw -1158614.678054 + Penalty 2994.884542 = -1155619.793511
  nChanged 1
		SP:Iteration 53Q (4553.540000 sec): 3 clusters
  Score: Raw -1158614.872194 + Penalty 2994.884542 = -1155619.987651
  nChanged 3
		SP:Iteration 54Q (4553.570000 sec): 3 clusters
  Score: Raw -1158615.294930 + Penalty 2994.884542 = -1155620.410388
  nChanged 2
		SP:Iteration 55Q (4553.590000 sec): 3 clusters
  Score: Raw -1158615.391950 + Penalty 2994.884542 = -1155620.507408
  nChanged 1
		SP:Iteration 56Q (4553.610000 sec): 3 clusters
  Score: Raw -1158615.508870 + Penalty 2994.884542 = -1155620.624327
  nChanged 1
		SP:Iteration 57Q (4553.640000 sec): 3 clusters
  Score: Raw -1158615.552699 + Penalty 2994.884542 = -1155620.668156
  nChanged 0
		SP:Iteration 58F (4553.660000 sec): 3 clusters
  Score: Raw -1158615.552699 + Penalty 2994.884542 = -1155620.668156
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.680000 sec): 2 clusters
  Score: Raw -484429.713392 + Penalty 1355.246518 = -483074.466874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4553.690000 sec): 3 clusters
  Score: Raw -482319.217033 + Penalty 2710.493036 = -479608.723997
  nChanged 1658
		SP:Iteration 1F (4553.700000 sec): 3 clusters
  Score: Raw -483263.923336 + Penalty 2710.493036 = -480553.430300
  nChanged 320
		SP:Iteration 2F (4553.720000 sec): 3 clusters
  Score: Raw -483455.066941 + Penalty 2710.493036 = -480744.573906
  nChanged 261
		SP:Iteration 3F (4553.720000 sec): 3 clusters
  Score: Raw -483614.320233 + Penalty 2710.493036 = -480903.827198
  nChanged 199
		SP:Iteration 4Q (4553.740000 sec): 3 clusters
  Score: Raw -483718.861431 + Penalty 2710.493036 = -481008.368395
  nChanged 156
		SP:Iteration 5Q (4553.750000 sec): 3 clusters
  Score: Raw -483806.239220 + Penalty 2710.493036 = -481095.746184
  nChanged 148
		SP:Iteration 6Q (4553.760000 sec): 3 clusters
  Score: Raw -483883.221249 + Penalty 2710.493036 = -481172.728214
  nChanged 141
		SP:Iteration 7Q (4553.770000 sec): 3 clusters
  Score: Raw -483952.301366 + Penalty 2710.493036 = -481241.808330
  nChanged 112
		SP:Iteration 8Q (4553.780000 sec): 3 clusters
  Score: Raw -484007.412695 + Penalty 2710.493036 = -481296.919659
  nChanged 88
		SP:Iteration 9Q (4553.790000 sec): 3 clusters
  Score: Raw -484046.611308 + Penalty 2710.493036 = -481336.118272
  nChanged 98
		SP:Iteration 10Q (4553.800000 sec): 3 clusters
  Score: Raw -484092.300711 + Penalty 2710.493036 = -481381.807675
  nChanged 77
		SP:Iteration 11Q (4553.810000 sec): 3 clusters
  Score: Raw -484126.727966 + Penalty 2710.493036 = -481416.234930
  nChanged 66
		SP:Iteration 12Q (4553.820000 sec): 3 clusters
  Score: Raw -484153.692289 + Penalty 2710.493036 = -481443.199253
  nChanged 62
		SP:Iteration 13Q (4553.830000 sec): 3 clusters
  Score: Raw -484178.430546 + Penalty 2710.493036 = -481467.937510
  nChanged 70
		SP:Iteration 14Q (4553.840000 sec): 3 clusters
  Score: Raw -484214.450782 + Penalty 2710.493036 = -481503.957746
  nChanged 74
		SP:Iteration 15Q (4553.850000 sec): 3 clusters
  Score: Raw -484247.892363 + Penalty 2710.493036 = -481537.399327
  nChanged 63
		SP:Iteration 16Q (4553.860000 sec): 3 clusters
  Score: Raw -484273.327188 + Penalty 2710.493036 = -481562.834152
  nChanged 60
		SP:Iteration 17Q (4553.870000 sec): 3 clusters
  Score: Raw -484298.851399 + Penalty 2710.493036 = -481588.358363
  nChanged 66
		SP:Iteration 18Q (4553.880000 sec): 3 clusters
  Score: Raw -484329.541183 + Penalty 2710.493036 = -481619.048147
  nChanged 54
		SP:Iteration 19Q (4553.900000 sec): 3 clusters
  Score: Raw -484353.792436 + Penalty 2710.493036 = -481643.299400
  nChanged 44
		SP:Iteration 20F (4553.900000 sec): 3 clusters
  Score: Raw -484368.874015 + Penalty 2710.493036 = -481658.380979
  nChanged 35
		SP:Iteration 21Q (4553.920000 sec): 3 clusters
  Score: Raw -484382.176897 + Penalty 2710.493036 = -481671.683861
  nChanged 31
		SP:Iteration 22Q (4553.920000 sec): 3 clusters
  Score: Raw -484395.517581 + Penalty 2710.493036 = -481685.024545
  nChanged 34
		SP:Iteration 23Q (4553.940000 sec): 3 clusters
  Score: Raw -484419.644573 + Penalty 2710.493036 = -481709.151538
  nChanged 50
		SP:Iteration 24Q (4553.950000 sec): 3 clusters
  Score: Raw -484460.066717 + Penalty 2710.493036 = -481749.573681
  nChanged 56
		SP:Iteration 25Q (4553.960000 sec): 3 clusters
  Score: Raw -484508.135141 + Penalty 2710.493036 = -481797.642105
  nChanged 49
		SP:Iteration 26Q (4553.970000 sec): 3 clusters
  Score: Raw -484555.832254 + Penalty 2710.493036 = -481845.339218
  nChanged 59
		SP:Iteration 27Q (4553.980000 sec): 3 clusters
  Score: Raw -484605.604143 + Penalty 2710.493036 = -481895.111107
  nChanged 49
		SP:Iteration 28Q (4553.990000 sec): 3 clusters
  Score: Raw -484638.631272 + Penalty 2710.493036 = -481928.138236
  nChanged 42
		SP:Iteration 29Q (4554.000000 sec): 3 clusters
  Score: Raw -484660.119746 + Penalty 2710.493036 = -481949.626710
  nChanged 36
		SP:Iteration 30Q (4554.010000 sec): 3 clusters
  Score: Raw -484675.656411 + Penalty 2710.493036 = -481965.163375
  nChanged 30
		SP:Iteration 31Q (4554.020000 sec): 3 clusters
  Score: Raw -484686.601547 + Penalty 2710.493036 = -481976.108511
  nChanged 16
		SP:Iteration 32Q (4554.030000 sec): 3 clusters
  Score: Raw -484692.381791 + Penalty 2710.493036 = -481981.888755
  nChanged 13
		SP:Iteration 33Q (4554.040000 sec): 3 clusters
  Score: Raw -484697.805483 + Penalty 2710.493036 = -481987.312447
  nChanged 11
		SP:Iteration 34Q (4554.050000 sec): 3 clusters
  Score: Raw -484700.856624 + Penalty 2710.493036 = -481990.363588
  nChanged 7
		SP:Iteration 35Q (4554.060000 sec): 3 clusters
  Score: Raw -484702.766029 + Penalty 2710.493036 = -481992.272993
  nChanged 1
		SP:Iteration 36Q (4554.070000 sec): 3 clusters
  Score: Raw -484703.315418 + Penalty 2710.493036 = -481992.822383
  nChanged 0
		SP:Iteration 37F (4554.080000 sec): 3 clusters
  Score: Raw -484703.315418 + Penalty 2710.493036 = -481992.822383
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4554.090000 sec): 2 clusters
  Score: Raw -149204.117595 + Penalty 1174.495156 = -148029.622439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4554.090000 sec): 3 clusters
  Score: Raw -148689.137036 + Penalty 2348.990312 = -146340.146724
  nChanged 459
		SP:Iteration 1F (4554.100000 sec): 3 clusters
  Score: Raw -149073.226678 + Penalty 2348.990312 = -146724.236366
  nChanged 126
		SP:Iteration 2F (4554.100000 sec): 3 clusters
  Score: Raw -149250.876080 + Penalty 2348.990312 = -146901.885768
  nChanged 85
		SP:Iteration 3F (4554.100000 sec): 3 clusters
  Score: Raw -149406.998807 + Penalty 2348.990312 = -147058.008495
  nChanged 95
		SP:Iteration 4F (4554.110000 sec): 3 clusters
  Score: Raw -149568.039081 + Penalty 2348.990312 = -147219.048769
  nChanged 71
		SP:Iteration 5F (4554.110000 sec): 3 clusters
  Score: Raw -149650.920423 + Penalty 2348.990312 = -147301.930111
  nChanged 41
		SP:Iteration 6Q (4554.110000 sec): 3 clusters
  Score: Raw -149689.529912 + Penalty 2348.990312 = -147340.539600
  nChanged 29
		SP:Iteration 7Q (4554.120000 sec): 3 clusters
  Score: Raw -149715.809299 + Penalty 2348.990312 = -147366.818987
  nChanged 21
		SP:Iteration 8Q (4554.120000 sec): 3 clusters
  Score: Raw -149731.804659 + Penalty 2348.990312 = -147382.814347
  nChanged 15
		SP:Iteration 9Q (4554.120000 sec): 3 clusters
  Score: Raw -149740.259227 + Penalty 2348.990312 = -147391.268915
  nChanged 9
		SP:Iteration 10Q (4554.120000 sec): 3 clusters
  Score: Raw -149748.542032 + Penalty 2348.990312 = -147399.551720
  nChanged 11
		SP:Iteration 11Q (4554.130000 sec): 3 clusters
  Score: Raw -149755.135202 + Penalty 2348.990312 = -147406.144890
  nChanged 7
		SP:Iteration 12Q (4554.130000 sec): 3 clusters
  Score: Raw -149759.470202 + Penalty 2348.990312 = -147410.479890
  nChanged 5
		SP:Iteration 13Q (4554.140000 sec): 3 clusters
  Score: Raw -149762.757527 + Penalty 2348.990312 = -147413.767215
  nChanged 6
		SP:Iteration 14Q (4554.140000 sec): 3 clusters
  Score: Raw -149766.002968 + Penalty 2348.990312 = -147417.012656
  nChanged 5
		SP:Iteration 15Q (4554.140000 sec): 3 clusters
  Score: Raw -149769.997973 + Penalty 2348.990312 = -147421.007661
  nChanged 4
		SP:Iteration 16Q (4554.140000 sec): 3 clusters
  Score: Raw -149772.548732 + Penalty 2348.990312 = -147423.558420
  nChanged 1
		SP:Iteration 17Q (4554.150000 sec): 3 clusters
  Score: Raw -149773.399216 + Penalty 2348.990312 = -147424.408904
  nChanged 1
		SP:Iteration 18Q (4554.150000 sec): 3 clusters
  Score: Raw -149773.643049 + Penalty 2348.990312 = -147424.652737
  nChanged 0
		SP:Iteration 19F (4554.160000 sec): 3 clusters
  Score: Raw -149773.643049 + Penalty 2348.990312 = -147424.652737
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4554.240000 sec): 2 clusters
  Score: Raw -3327129.573844 + Penalty 1666.458601 = -3325463.115242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4554.320000 sec): 3 clusters
  Score: Raw -3309640.022859 + Penalty 3332.917203 = -3306307.105656
  nChanged 13015
		SP:Iteration 1F (4554.390000 sec): 3 clusters
  Score: Raw -3316821.513394 + Penalty 3332.917203 = -3313488.596191
  nChanged 1247
		SP:Iteration 2Q (4554.470000 sec): 3 clusters
  Score: Raw -3317205.503490 + Penalty 3332.917203 = -3313872.586288
  nChanged 1165
		SP:Iteration 3Q (4554.540000 sec): 3 clusters
  Score: Raw -3317590.315013 + Penalty 3332.917203 = -3314257.397810
  nChanged 1204
		SP:Iteration 4Q (4554.620000 sec): 3 clusters
  Score: Raw -3318064.105717 + Penalty 3332.917203 = -3314731.188515
  nChanged 1340
		SP:Iteration 5Q (4554.690000 sec): 3 clusters
  Score: Raw -3318698.882802 + Penalty 3332.917203 = -3315365.965599
  nChanged 1541
		SP:Iteration 6F (4554.770000 sec): 3 clusters
  Score: Raw -3319533.885917 + Penalty 3332.917203 = -3316200.968715
  nChanged 1752
		SP:Iteration 7F (4554.840000 sec): 3 clusters
  Score: Raw -3320656.422650 + Penalty 3332.917203 = -3317323.505447
  nChanged 1958
		SP:Iteration 8F (4554.920000 sec): 3 clusters
  Score: Raw -3322165.649304 + Penalty 3332.917203 = -3318832.732102
  nChanged 1952
		SP:Iteration 9F (4554.990000 sec): 3 clusters
  Score: Raw -3323855.931670 + Penalty 3332.917203 = -3320523.014467
  nChanged 1638
		SP:Iteration 10F (4555.060000 sec): 3 clusters
  Score: Raw -3325295.656979 + Penalty 3332.917203 = -3321962.739777
  nChanged 1077
		SP:Iteration 11Q (4555.140000 sec): 3 clusters
  Score: Raw -3326241.688805 + Penalty 3332.917203 = -3322908.771602
  nChanged 633
		SP:Iteration 12Q (4555.200000 sec): 3 clusters
  Score: Raw -3326788.835613 + Penalty 3332.917203 = -3323455.918410
  nChanged 346
		SP:Iteration 13Q (4555.270000 sec): 3 clusters
  Score: Raw -3327089.112620 + Penalty 3332.917203 = -3323756.195417
  nChanged 161
		SP:Iteration 14Q (4555.330000 sec): 3 clusters
  Score: Raw -3327241.078978 + Penalty 3332.917203 = -3323908.161775
  nChanged 104
		SP:Iteration 15Q (4555.390000 sec): 3 clusters
  Score: Raw -3327329.064302 + Penalty 3332.917203 = -3323996.147099
  nChanged 55
		SP:Iteration 16Q (4555.440000 sec): 3 clusters
  Score: Raw -3327393.914071 + Penalty 3332.917203 = -3324060.996868
  nChanged 37
		SP:Iteration 17Q (4555.500000 sec): 3 clusters
  Score: Raw -3327435.738679 + Penalty 3332.917203 = -3324102.821476
  nChanged 31
		SP:Iteration 18Q (4555.550000 sec): 3 clusters
  Score: Raw -3327466.555428 + Penalty 3332.917203 = -3324133.638226
  nChanged 19
		SP:Iteration 19Q (4555.610000 sec): 3 clusters
  Score: Raw -3327483.642287 + Penalty 3332.917203 = -3324150.725084
  nChanged 15
		SP:Iteration 20F (4555.680000 sec): 3 clusters
  Score: Raw -3327495.209685 + Penalty 3332.917203 = -3324162.292482
  nChanged 18
		SP:Iteration 21Q (4555.730000 sec): 3 clusters
  Score: Raw -3327511.060731 + Penalty 3332.917203 = -3324178.143528
  nChanged 19
		SP:Iteration 22Q (4555.780000 sec): 3 clusters
  Score: Raw -3327529.407688 + Penalty 3332.917203 = -3324196.490485
  nChanged 15
		SP:Iteration 23Q (4555.840000 sec): 3 clusters
  Score: Raw -3327545.977574 + Penalty 3332.917203 = -3324213.060371
  nChanged 17
		SP:Iteration 24Q (4555.890000 sec): 3 clusters
  Score: Raw -3327570.606113 + Penalty 3332.917203 = -3324237.688911
  nChanged 13
		SP:Iteration 25Q (4555.940000 sec): 3 clusters
  Score: Raw -3327585.140381 + Penalty 3332.917203 = -3324252.223179
  nChanged 9
		SP:Iteration 26Q (4555.990000 sec): 3 clusters
  Score: Raw -3327591.891563 + Penalty 3332.917203 = -3324258.974361
  nChanged 6
		SP:Iteration 27Q (4556.040000 sec): 3 clusters
  Score: Raw -3327595.570816 + Penalty 3332.917203 = -3324262.653613
  nChanged 1
		SP:Iteration 28Q (4556.100000 sec): 3 clusters
  Score: Raw -3327595.992466 + Penalty 3332.917203 = -3324263.075263
  nChanged 1
		SP:Iteration 29Q (4556.150000 sec): 3 clusters
  Score: Raw -3327596.364865 + Penalty 3332.917203 = -3324263.447663
  nChanged 2
		SP:Iteration 30Q (4556.200000 sec): 3 clusters
  Score: Raw -3327597.277631 + Penalty 3332.917203 = -3324264.360429
  nChanged 0
		SP:Iteration 31F (4556.280000 sec): 3 clusters
  Score: Raw -3327597.277631 + Penalty 3332.917203 = -3324264.360429
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4556.320000 sec): 2 clusters
  Score: Raw -919724.483648 + Penalty 1467.630530 = -918256.853117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4556.340000 sec): 3 clusters
  Score: Raw -915104.581654 + Penalty 2935.261060 = -912169.320594
  nChanged 3548
		SP:Iteration 1F (4556.360000 sec): 3 clusters
  Score: Raw -917030.415827 + Penalty 2935.261060 = -914095.154767
  nChanged 591
		SP:Iteration 2F (4556.380000 sec): 3 clusters
  Score: Raw -917366.012310 + Penalty 2935.261060 = -914430.751250
  nChanged 547
		SP:Iteration 3F (4556.400000 sec): 3 clusters
  Score: Raw -917662.076159 + Penalty 2935.261060 = -914726.815099
  nChanged 472
		SP:Iteration 4F (4556.420000 sec): 3 clusters
  Score: Raw -917934.284422 + Penalty 2935.261060 = -914999.023362
  nChanged 431
		SP:Iteration 5F (4556.440000 sec): 3 clusters
  Score: Raw -918134.854888 + Penalty 2935.261060 = -915199.593828
  nChanged 316
		SP:Iteration 6Q (4556.460000 sec): 3 clusters
  Score: Raw -918272.140605 + Penalty 2935.261060 = -915336.879544
  nChanged 293
		SP:Iteration 7Q (4556.480000 sec): 3 clusters
  Score: Raw -918391.330387 + Penalty 2935.261060 = -915456.069326
  nChanged 255
		SP:Iteration 8Q (4556.510000 sec): 3 clusters
  Score: Raw -918491.331765 + Penalty 2935.261060 = -915556.070705
  nChanged 199
		SP:Iteration 9Q (4556.530000 sec): 3 clusters
  Score: Raw -918559.315444 + Penalty 2935.261060 = -915624.054383
  nChanged 165
		SP:Iteration 10Q (4556.550000 sec): 3 clusters
  Score: Raw -918614.772691 + Penalty 2935.261060 = -915679.511631
  nChanged 158
		SP:Iteration 11Q (4556.570000 sec): 3 clusters
  Score: Raw -918668.618434 + Penalty 2935.261060 = -915733.357374
  nChanged 148
		SP:Iteration 12Q (4556.590000 sec): 3 clusters
  Score: Raw -918708.233028 + Penalty 2935.261060 = -915772.971967
  nChanged 133
		SP:Iteration 13Q (4556.610000 sec): 3 clusters
  Score: Raw -918747.259359 + Penalty 2935.261060 = -915811.998299
  nChanged 122
		SP:Iteration 14Q (4556.640000 sec): 3 clusters
  Score: Raw -918776.662093 + Penalty 2935.261060 = -915841.401032
  nChanged 105
		SP:Iteration 15Q (4556.660000 sec): 3 clusters
  Score: Raw -918801.984315 + Penalty 2935.261060 = -915866.723255
  nChanged 94
		SP:Iteration 16Q (4556.680000 sec): 3 clusters
  Score: Raw -918825.334487 + Penalty 2935.261060 = -915890.073426
  nChanged 88
		SP:Iteration 17Q (4556.700000 sec): 3 clusters
  Score: Raw -918846.236855 + Penalty 2935.261060 = -915910.975795
  nChanged 90
		SP:Iteration 18Q (4556.720000 sec): 3 clusters
  Score: Raw -918865.675499 + Penalty 2935.261060 = -915930.414439
  nChanged 81
		SP:Iteration 19Q (4556.740000 sec): 3 clusters
  Score: Raw -918881.715348 + Penalty 2935.261060 = -915946.454288
  nChanged 73
		SP:Iteration 20F (4556.760000 sec): 3 clusters
  Score: Raw -918898.213557 + Penalty 2935.261060 = -915962.952497
  nChanged 77
		SP:Iteration 21Q (4556.780000 sec): 3 clusters
  Score: Raw -918917.045583 + Penalty 2935.261060 = -915981.784523
  nChanged 76
		SP:Iteration 22Q (4556.800000 sec): 3 clusters
  Score: Raw -918934.533303 + Penalty 2935.261060 = -915999.272243
  nChanged 69
		SP:Iteration 23Q (4556.820000 sec): 3 clusters
  Score: Raw -918950.100410 + Penalty 2935.261060 = -916014.839349
  nChanged 81
		SP:Iteration 24Q (4556.840000 sec): 3 clusters
  Score: Raw -918967.023935 + Penalty 2935.261060 = -916031.762875
  nChanged 68
		SP:Iteration 25Q (4556.860000 sec): 3 clusters
  Score: Raw -918979.881921 + Penalty 2935.261060 = -916044.620860
  nChanged 66
		SP:Iteration 26Q (4556.890000 sec): 3 clusters
  Score: Raw -918993.855391 + Penalty 2935.261060 = -916058.594331
  nChanged 68
		SP:Iteration 27Q (4556.910000 sec): 3 clusters
  Score: Raw -919009.516008 + Penalty 2935.261060 = -916074.254947
  nChanged 75
		SP:Iteration 28Q (4556.930000 sec): 3 clusters
  Score: Raw -919026.901720 + Penalty 2935.261060 = -916091.640660
  nChanged 76
		SP:Iteration 29Q (4556.950000 sec): 3 clusters
  Score: Raw -919045.030527 + Penalty 2935.261060 = -916109.769467
  nChanged 92
		SP:Iteration 30Q (4556.970000 sec): 3 clusters
  Score: Raw -919075.514950 + Penalty 2935.261060 = -916140.253890
  nChanged 124
		SP:Iteration 31Q (4556.990000 sec): 3 clusters
  Score: Raw -919123.974657 + Penalty 2935.261060 = -916188.713597
  nChanged 135
		SP:Iteration 32Q (4557.010000 sec): 3 clusters
  Score: Raw -919186.317141 + Penalty 2935.261060 = -916251.056081
  nChanged 156
		SP:Iteration 33Q (4557.030000 sec): 3 clusters
  Score: Raw -919262.401823 + Penalty 2935.261060 = -916327.140762
  nChanged 154
		SP:Iteration 34Q (4557.060000 sec): 3 clusters
  Score: Raw -919351.288853 + Penalty 2935.261060 = -916416.027792
  nChanged 156
		SP:Iteration 35Q (4557.080000 sec): 3 clusters
  Score: Raw -919435.863012 + Penalty 2935.261060 = -916500.601951
  nChanged 161
		SP:Iteration 36Q (4557.100000 sec): 3 clusters
  Score: Raw -919519.535485 + Penalty 2935.261060 = -916584.274425
  nChanged 163
		SP:Iteration 37Q (4557.120000 sec): 3 clusters
  Score: Raw -919600.694553 + Penalty 2935.261060 = -916665.433492
  nChanged 132
		SP:Iteration 38Q (4557.140000 sec): 3 clusters
  Score: Raw -919666.623899 + Penalty 2935.261060 = -916731.362838
  nChanged 109
		SP:Iteration 39Q (4557.160000 sec): 3 clusters
  Score: Raw -919716.136892 + Penalty 2935.261060 = -916780.875832
  nChanged 94
		SP:Iteration 40F (4557.180000 sec): 3 clusters
  Score: Raw -919758.571103 + Penalty 2935.261060 = -916823.310042
  nChanged 72
		SP:Iteration 41Q (4557.200000 sec): 3 clusters
  Score: Raw -919787.132515 + Penalty 2935.261060 = -916851.871454
  nChanged 60
		SP:Iteration 42Q (4557.220000 sec): 3 clusters
  Score: Raw -919810.823511 + Penalty 2935.261060 = -916875.562450
  nChanged 46
		SP:Iteration 43Q (4557.240000 sec): 3 clusters
  Score: Raw -919830.794727 + Penalty 2935.261060 = -916895.533666
  nChanged 46
		SP:Iteration 44Q (4557.260000 sec): 3 clusters
  Score: Raw -919850.140875 + Penalty 2935.261060 = -916914.879814
  nChanged 43
		SP:Iteration 45Q (4557.280000 sec): 3 clusters
  Score: Raw -919875.450950 + Penalty 2935.261060 = -916940.189890
  nChanged 50
		SP:Iteration 46Q (4557.300000 sec): 3 clusters
  Score: Raw -919901.436783 + Penalty 2935.261060 = -916966.175723
  nChanged 33
		SP:Iteration 47Q (4557.320000 sec): 3 clusters
  Score: Raw -919921.705803 + Penalty 2935.261060 = -916986.444743
  nChanged 42
		SP:Iteration 48Q (4557.350000 sec): 3 clusters
  Score: Raw -919948.711392 + Penalty 2935.261060 = -917013.450331
  nChanged 42
		SP:Iteration 49Q (4557.370000 sec): 3 clusters
  Score: Raw -919971.177004 + Penalty 2935.261060 = -917035.915944
  nChanged 36
		SP:Iteration 50Q (4557.390000 sec): 3 clusters
  Score: Raw -919991.179907 + Penalty 2935.261060 = -917055.918847
  nChanged 35
		SP:Iteration 51Q (4557.410000 sec): 3 clusters
  Score: Raw -920011.998971 + Penalty 2935.261060 = -917076.737911
  nChanged 30
		SP:Iteration 52Q (4557.430000 sec): 3 clusters
  Score: Raw -920027.776119 + Penalty 2935.261060 = -917092.515059
  nChanged 26
		SP:Iteration 53Q (4557.450000 sec): 3 clusters
  Score: Raw -920041.940393 + Penalty 2935.261060 = -917106.679333
  nChanged 25
		SP:Iteration 54Q (4557.470000 sec): 3 clusters
  Score: Raw -920055.745459 + Penalty 2935.261060 = -917120.484399
  nChanged 18
		SP:Iteration 55Q (4557.480000 sec): 3 clusters
  Score: Raw -920065.506014 + Penalty 2935.261060 = -917130.244954
  nChanged 11
		SP:Iteration 56Q (4557.500000 sec): 3 clusters
  Score: Raw -920070.090005 + Penalty 2935.261060 = -917134.828944
  nChanged 9
		SP:Iteration 57Q (4557.520000 sec): 3 clusters
  Score: Raw -920073.315637 + Penalty 2935.261060 = -917138.054577
  nChanged 7
		SP:Iteration 58Q (4557.540000 sec): 3 clusters
  Score: Raw -920075.594914 + Penalty 2935.261060 = -917140.333854
  nChanged 6
		SP:Iteration 59Q (4557.560000 sec): 3 clusters
  Score: Raw -920078.452261 + Penalty 2935.261060 = -917143.191201
  nChanged 8
		SP:Iteration 60F (4557.580000 sec): 3 clusters
  Score: Raw -920082.081057 + Penalty 2935.261060 = -917146.819996
  nChanged 6
		SP:Iteration 61Q (4557.600000 sec): 3 clusters
  Score: Raw -920084.050202 + Penalty 2935.261060 = -917148.789142
  nChanged 6
		SP:Iteration 62Q (4557.620000 sec): 3 clusters
  Score: Raw -920086.294537 + Penalty 2935.261060 = -917151.033477
  nChanged 5
		SP:Iteration 63Q (4557.640000 sec): 3 clusters
  Score: Raw -920088.381224 + Penalty 2935.261060 = -917153.120164
  nChanged 4
		SP:Iteration 64Q (4557.660000 sec): 3 clusters
  Score: Raw -920090.895276 + Penalty 2935.261060 = -917155.634215
  nChanged 4
		SP:Iteration 65Q (4557.680000 sec): 3 clusters
  Score: Raw -920092.636482 + Penalty 2935.261060 = -917157.375422
  nChanged 3
		SP:Iteration 66Q (4557.700000 sec): 3 clusters
  Score: Raw -920094.304859 + Penalty 2935.261060 = -917159.043798
  nChanged 4
		SP:Iteration 67Q (4557.720000 sec): 3 clusters
  Score: Raw -920095.529361 + Penalty 2935.261060 = -917160.268300
  nChanged 2
		SP:Iteration 68Q (4557.740000 sec): 3 clusters
  Score: Raw -920096.050842 + Penalty 2935.261060 = -917160.789781
  nChanged 2
		SP:Iteration 69Q (4557.760000 sec): 3 clusters
  Score: Raw -920096.715164 + Penalty 2935.261060 = -917161.454104
  nChanged 2
		SP:Iteration 70Q (4557.780000 sec): 3 clusters
  Score: Raw -920097.754277 + Penalty 2935.261060 = -917162.493217
  nChanged 3
		SP:Iteration 71Q (4557.800000 sec): 3 clusters
  Score: Raw -920099.094106 + Penalty 2935.261060 = -917163.833046
  nChanged 1
		SP:Iteration 72Q (4557.810000 sec): 3 clusters
  Score: Raw -920099.515238 + Penalty 2935.261060 = -917164.254178
  nChanged 1
		SP:Iteration 73Q (4557.830000 sec): 3 clusters
  Score: Raw -920099.828029 + Penalty 2935.261060 = -917164.566969
  nChanged 0
		SP:Iteration 74F (4557.850000 sec): 3 clusters
  Score: Raw -920099.828029 + Penalty 2935.261060 = -917164.566969
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4557.860000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4557.860000 sec): 3 clusters
  Score: Raw -34560.559676 + Penalty 1875.718365 = -32684.841311
  nChanged 76
		SP:Iteration 1F (4557.870000 sec): 3 clusters
  Score: Raw -34701.853451 + Penalty 1875.718365 = -32826.135086
  nChanged 18
		SP:Iteration 2F (4557.870000 sec): 3 clusters
  Score: Raw -34748.646778 + Penalty 1875.718365 = -32872.928413
  nChanged 6
		SP:Iteration 3Q (4557.870000 sec): 3 clusters
  Score: Raw -34768.730745 + Penalty 1875.718365 = -32893.012380
  nChanged 6
		SP:Iteration 4Q (4557.870000 sec): 3 clusters
  Score: Raw -34785.835869 + Penalty 1875.718365 = -32910.117504
  nChanged 8
		SP:Iteration 5Q (4557.870000 sec): 3 clusters
  Score: Raw -34808.175177 + Penalty 1875.718365 = -32932.456812
  nChanged 7
		SP:Iteration 6Q (4557.870000 sec): 3 clusters
  Score: Raw -34831.213186 + Penalty 1875.718365 = -32955.494821
  nChanged 5
		SP:Iteration 7Q (4557.870000 sec): 3 clusters
  Score: Raw -34849.092911 + Penalty 1875.718365 = -32973.374546
  nChanged 4
		SP:Iteration 8Q (4557.870000 sec): 3 clusters
  Score: Raw -34866.058091 + Penalty 1875.718365 = -32990.339726
  nChanged 1
		SP:Iteration 9Q (4557.870000 sec): 3 clusters
  Score: Raw -34869.454181 + Penalty 1875.718365 = -32993.735816
  nChanged 1
		SP:Iteration 10Q (4557.870000 sec): 3 clusters
  Score: Raw -34870.371408 + Penalty 1875.718365 = -32994.653043
  nChanged 0
		SP:Iteration 11F (4557.870000 sec): 3 clusters
  Score: Raw -34870.371408 + Penalty 1875.718365 = -32994.653043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4557.880000 sec): 2 clusters
  Score: Raw -191226.378075 + Penalty 1219.015599 = -190007.362476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4557.890000 sec): 3 clusters
  Score: Raw -190461.123975 + Penalty 2438.031199 = -188023.092776
  nChanged 627
		SP:Iteration 1F (4557.890000 sec): 3 clusters
  Score: Raw -190885.685977 + Penalty 2438.031199 = -188447.654778
  nChanged 150
		SP:Iteration 2F (4557.890000 sec): 3 clusters
  Score: Raw -191020.658135 + Penalty 2438.031199 = -188582.626937
  nChanged 106
		SP:Iteration 3F (4557.900000 sec): 3 clusters
  Score: Raw -191102.215386 + Penalty 2438.031199 = -188664.184187
  nChanged 62
		SP:Iteration 4Q (4557.900000 sec): 3 clusters
  Score: Raw -191165.641146 + Penalty 2438.031199 = -188727.609948
  nChanged 59
		SP:Iteration 5Q (4557.910000 sec): 3 clusters
  Score: Raw -191228.725266 + Penalty 2438.031199 = -188790.694067
  nChanged 57
		SP:Iteration 6Q (4557.910000 sec): 3 clusters
  Score: Raw -191276.333621 + Penalty 2438.031199 = -188838.302423
  nChanged 48
		SP:Iteration 7Q (4557.920000 sec): 3 clusters
  Score: Raw -191314.203642 + Penalty 2438.031199 = -188876.172443
  nChanged 46
		SP:Iteration 8Q (4557.920000 sec): 3 clusters
  Score: Raw -191351.799768 + Penalty 2438.031199 = -188913.768569
  nChanged 41
		SP:Iteration 9Q (4557.930000 sec): 3 clusters
  Score: Raw -191392.710201 + Penalty 2438.031199 = -188954.679003
  nChanged 47
		SP:Iteration 10Q (4557.930000 sec): 3 clusters
  Score: Raw -191431.876694 + Penalty 2438.031199 = -188993.845495
  nChanged 51
		SP:Iteration 11Q (4557.930000 sec): 3 clusters
  Score: Raw -191481.590294 + Penalty 2438.031199 = -189043.559095
  nChanged 44
		SP:Iteration 12Q (4557.940000 sec): 3 clusters
  Score: Raw -191521.562292 + Penalty 2438.031199 = -189083.531094
  nChanged 34
		SP:Iteration 13Q (4557.940000 sec): 3 clusters
  Score: Raw -191550.364599 + Penalty 2438.031199 = -189112.333400
  nChanged 26
		SP:Iteration 14Q (4557.950000 sec): 3 clusters
  Score: Raw -191570.440242 + Penalty 2438.031199 = -189132.409044
  nChanged 31
		SP:Iteration 15Q (4557.950000 sec): 3 clusters
  Score: Raw -191596.955776 + Penalty 2438.031199 = -189158.924577
  nChanged 31
		SP:Iteration 16Q (4557.950000 sec): 3 clusters
  Score: Raw -191620.123778 + Penalty 2438.031199 = -189182.092579
  nChanged 30
		SP:Iteration 17Q (4557.960000 sec): 3 clusters
  Score: Raw -191643.272936 + Penalty 2438.031199 = -189205.241737
  nChanged 31
		SP:Iteration 18Q (4557.960000 sec): 3 clusters
  Score: Raw -191667.835081 + Penalty 2438.031199 = -189229.803883
  nChanged 24
		SP:Iteration 19Q (4557.970000 sec): 3 clusters
  Score: Raw -191687.058040 + Penalty 2438.031199 = -189249.026841
  nChanged 18
		SP:Iteration 20F (4557.970000 sec): 3 clusters
  Score: Raw -191701.413163 + Penalty 2438.031199 = -189263.381965
  nChanged 18
		SP:Iteration 21Q (4557.980000 sec): 3 clusters
  Score: Raw -191714.200540 + Penalty 2438.031199 = -189276.169342
  nChanged 15
		SP:Iteration 22Q (4557.980000 sec): 3 clusters
  Score: Raw -191726.956873 + Penalty 2438.031199 = -189288.925674
  nChanged 21
		SP:Iteration 23Q (4557.990000 sec): 3 clusters
  Score: Raw -191745.267667 + Penalty 2438.031199 = -189307.236468
  nChanged 24
		SP:Iteration 24Q (4557.990000 sec): 3 clusters
  Score: Raw -191771.063422 + Penalty 2438.031199 = -189333.032223
  nChanged 24
		SP:Iteration 25Q (4557.990000 sec): 3 clusters
  Score: Raw -191797.340858 + Penalty 2438.031199 = -189359.309659
  nChanged 20
		SP:Iteration 26Q (4558.000000 sec): 3 clusters
  Score: Raw -191815.091580 + Penalty 2438.031199 = -189377.060381
  nChanged 13
		SP:Iteration 27Q (4558.000000 sec): 3 clusters
  Score: Raw -191825.414490 + Penalty 2438.031199 = -189387.383291
  nChanged 13
		SP:Iteration 28Q (4558.010000 sec): 3 clusters
  Score: Raw -191834.042637 + Penalty 2438.031199 = -189396.011438
  nChanged 10
		SP:Iteration 29Q (4558.010000 sec): 3 clusters
  Score: Raw -191841.592789 + Penalty 2438.031199 = -189403.561590
  nChanged 7
		SP:Iteration 30Q (4558.010000 sec): 3 clusters
  Score: Raw -191845.747872 + Penalty 2438.031199 = -189407.716673
  nChanged 1
		SP:Iteration 31Q (4558.020000 sec): 3 clusters
  Score: Raw -191846.307992 + Penalty 2438.031199 = -189408.276794
  nChanged 2
		SP:Iteration 32Q (4558.020000 sec): 3 clusters
  Score: Raw -191847.266400 + Penalty 2438.031199 = -189409.235201
  nChanged 0
		SP:Iteration 33F (4558.030000 sec): 3 clusters
  Score: Raw -191847.266400 + Penalty 2438.031199 = -189409.235201
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4558.040000 sec): 2 clusters
  Score: Raw -478616.427599 + Penalty 1357.940162 = -477258.487436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4558.050000 sec): 3 clusters
  Score: Raw -476465.928550 + Penalty 2715.880325 = -473750.048225
  nChanged 1701
		SP:Iteration 1F (4558.060000 sec): 3 clusters
  Score: Raw -477456.664827 + Penalty 2715.880325 = -474740.784502
  nChanged 303
		SP:Iteration 2F (4558.070000 sec): 3 clusters
  Score: Raw -477624.123617 + Penalty 2715.880325 = -474908.243293
  nChanged 218
		SP:Iteration 3F (4558.080000 sec): 3 clusters
  Score: Raw -477758.091704 + Penalty 2715.880325 = -475042.211380
  nChanged 187
		SP:Iteration 4Q (4558.090000 sec): 3 clusters
  Score: Raw -477887.409148 + Penalty 2715.880325 = -475171.528823
  nChanged 175
		SP:Iteration 5Q (4558.110000 sec): 3 clusters
  Score: Raw -478007.411822 + Penalty 2715.880325 = -475291.531497
  nChanged 165
		SP:Iteration 6Q (4558.110000 sec): 3 clusters
  Score: Raw -478112.749361 + Penalty 2715.880325 = -475396.869037
  nChanged 164
		SP:Iteration 7Q (4558.130000 sec): 3 clusters
  Score: Raw -478211.331103 + Penalty 2715.880325 = -475495.450778
  nChanged 136
		SP:Iteration 8Q (4558.140000 sec): 3 clusters
  Score: Raw -478298.756839 + Penalty 2715.880325 = -475582.876514
  nChanged 138
		SP:Iteration 9Q (4558.150000 sec): 3 clusters
  Score: Raw -478407.922356 + Penalty 2715.880325 = -475692.042031
  nChanged 176
		SP:Iteration 10Q (4558.160000 sec): 3 clusters
  Score: Raw -478547.409159 + Penalty 2715.880325 = -475831.528834
  nChanged 165
		SP:Iteration 11Q (4558.170000 sec): 3 clusters
  Score: Raw -478704.463426 + Penalty 2715.880325 = -475988.583101
  nChanged 162
		SP:Iteration 12Q (4558.180000 sec): 3 clusters
  Score: Raw -478864.932226 + Penalty 2715.880325 = -476149.051901
  nChanged 135
		SP:Iteration 13Q (4558.190000 sec): 3 clusters
  Score: Raw -478981.568337 + Penalty 2715.880325 = -476265.688012
  nChanged 119
		SP:Iteration 14Q (4558.200000 sec): 3 clusters
  Score: Raw -479080.113475 + Penalty 2715.880325 = -476364.233150
  nChanged 82
		SP:Iteration 15Q (4558.210000 sec): 3 clusters
  Score: Raw -479139.963606 + Penalty 2715.880325 = -476424.083281
  nChanged 69
		SP:Iteration 16Q (4558.220000 sec): 3 clusters
  Score: Raw -479192.457752 + Penalty 2715.880325 = -476476.577428
  nChanged 45
		SP:Iteration 17Q (4558.230000 sec): 3 clusters
  Score: Raw -479217.855638 + Penalty 2715.880325 = -476501.975314
  nChanged 29
		SP:Iteration 18Q (4558.240000 sec): 3 clusters
  Score: Raw -479231.784201 + Penalty 2715.880325 = -476515.903876
  nChanged 23
		SP:Iteration 19Q (4558.250000 sec): 3 clusters
  Score: Raw -479240.219107 + Penalty 2715.880325 = -476524.338782
  nChanged 9
		SP:Iteration 20F (4558.260000 sec): 3 clusters
  Score: Raw -479246.737204 + Penalty 2715.880325 = -476530.856880
  nChanged 11
		SP:Iteration 21Q (4558.270000 sec): 3 clusters
  Score: Raw -479251.102829 + Penalty 2715.880325 = -476535.222504
  nChanged 12
		SP:Iteration 22Q (4558.270000 sec): 3 clusters
  Score: Raw -479258.085568 + Penalty 2715.880325 = -476542.205243
  nChanged 14
		SP:Iteration 23Q (4558.290000 sec): 3 clusters
  Score: Raw -479263.549004 + Penalty 2715.880325 = -476547.668680
  nChanged 6
		SP:Iteration 24Q (4558.290000 sec): 3 clusters
  Score: Raw -479266.750425 + Penalty 2715.880325 = -476550.870100
  nChanged 10
		SP:Iteration 25Q (4558.300000 sec): 3 clusters
  Score: Raw -479272.407184 + Penalty 2715.880325 = -476556.526860
  nChanged 11
		SP:Iteration 26Q (4558.310000 sec): 3 clusters
  Score: Raw -479275.614962 + Penalty 2715.880325 = -476559.734638
  nChanged 12
		SP:Iteration 27Q (4558.320000 sec): 3 clusters
  Score: Raw -479278.390824 + Penalty 2715.880325 = -476562.510499
  nChanged 5
		SP:Iteration 28Q (4558.330000 sec): 3 clusters
  Score: Raw -479279.763836 + Penalty 2715.880325 = -476563.883511
  nChanged 4
		SP:Iteration 29Q (4558.340000 sec): 3 clusters
  Score: Raw -479281.041951 + Penalty 2715.880325 = -476565.161626
  nChanged 3
		SP:Iteration 30Q (4558.350000 sec): 3 clusters
  Score: Raw -479281.778305 + Penalty 2715.880325 = -476565.897980
  nChanged 1
		SP:Iteration 31Q (4558.360000 sec): 3 clusters
  Score: Raw -479281.991862 + Penalty 2715.880325 = -476566.111537
  nChanged 2
		SP:Iteration 32Q (4558.370000 sec): 3 clusters
  Score: Raw -479282.450698 + Penalty 2715.880325 = -476566.570374
  nChanged 1
		SP:Iteration 33Q (4558.370000 sec): 3 clusters
  Score: Raw -479282.639265 + Penalty 2715.880325 = -476566.758941
  nChanged 0
		SP:Iteration 34F (4558.390000 sec): 3 clusters
  Score: Raw -479282.639265 + Penalty 2715.880325 = -476566.758941
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4558.400000 sec): 2 clusters
  Score: Raw -264913.556186 + Penalty 1265.920887 = -263647.635299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4558.400000 sec): 3 clusters
  Score: Raw -263869.419599 + Penalty 2531.841774 = -261337.577825
  nChanged 861
		SP:Iteration 1F (4558.410000 sec): 3 clusters
  Score: Raw -264392.308955 + Penalty 2531.841774 = -261860.467181
  nChanged 175
		SP:Iteration 2F (4558.410000 sec): 3 clusters
  Score: Raw -264535.031647 + Penalty 2531.841774 = -262003.189873
  nChanged 124
		SP:Iteration 3F (4558.420000 sec): 3 clusters
  Score: Raw -264648.735877 + Penalty 2531.841774 = -262116.894103
  nChanged 120
		SP:Iteration 4Q (4558.430000 sec): 3 clusters
  Score: Raw -264772.354678 + Penalty 2531.841774 = -262240.512904
  nChanged 135
		SP:Iteration 5F (4558.430000 sec): 3 clusters
  Score: Raw -264906.055632 + Penalty 2531.841774 = -262374.213859
  nChanged 114
		SP:Iteration 6Q (4558.440000 sec): 3 clusters
  Score: Raw -265020.735552 + Penalty 2531.841774 = -262488.893778
  nChanged 91
		SP:Iteration 7Q (4558.450000 sec): 3 clusters
  Score: Raw -265110.962433 + Penalty 2531.841774 = -262579.120659
  nChanged 86
		SP:Iteration 8Q (4558.450000 sec): 3 clusters
  Score: Raw -265213.331895 + Penalty 2531.841774 = -262681.490122
  nChanged 85
		SP:Iteration 9Q (4558.460000 sec): 3 clusters
  Score: Raw -265311.226435 + Penalty 2531.841774 = -262779.384661
  nChanged 81
		SP:Iteration 10Q (4558.460000 sec): 3 clusters
  Score: Raw -265401.410874 + Penalty 2531.841774 = -262869.569100
  nChanged 68
		SP:Iteration 11Q (4558.470000 sec): 3 clusters
  Score: Raw -265473.684868 + Penalty 2531.841774 = -262941.843094
  nChanged 52
		SP:Iteration 12Q (4558.470000 sec): 3 clusters
  Score: Raw -265533.411635 + Penalty 2531.841774 = -263001.569861
  nChanged 46
		SP:Iteration 13Q (4558.480000 sec): 3 clusters
  Score: Raw -265587.722388 + Penalty 2531.841774 = -263055.880614
  nChanged 30
		SP:Iteration 14Q (4558.490000 sec): 3 clusters
  Score: Raw -265622.926826 + Penalty 2531.841774 = -263091.085052
  nChanged 22
		SP:Iteration 15Q (4558.490000 sec): 3 clusters
  Score: Raw -265646.689324 + Penalty 2531.841774 = -263114.847551
  nChanged 15
		SP:Iteration 16Q (4558.490000 sec): 3 clusters
  Score: Raw -265661.816063 + Penalty 2531.841774 = -263129.974289
  nChanged 11
		SP:Iteration 17Q (4558.500000 sec): 3 clusters
  Score: Raw -265669.087046 + Penalty 2531.841774 = -263137.245272
  nChanged 5
		SP:Iteration 18Q (4558.500000 sec): 3 clusters
  Score: Raw -265671.740468 + Penalty 2531.841774 = -263139.898694
  nChanged 5
		SP:Iteration 19Q (4558.510000 sec): 3 clusters
  Score: Raw -265675.845201 + Penalty 2531.841774 = -263144.003427
  nChanged 5
		SP:Iteration 20F (4558.510000 sec): 3 clusters
  Score: Raw -265679.585730 + Penalty 2531.841774 = -263147.743956
  nChanged 9
		SP:Iteration 21Q (4558.520000 sec): 3 clusters
  Score: Raw -265687.396880 + Penalty 2531.841774 = -263155.555106
  nChanged 10
		SP:Iteration 22Q (4558.520000 sec): 3 clusters
  Score: Raw -265696.274327 + Penalty 2531.841774 = -263164.432553
  nChanged 8
		SP:Iteration 23Q (4558.530000 sec): 3 clusters
  Score: Raw -265702.816901 + Penalty 2531.841774 = -263170.975127
  nChanged 9
		SP:Iteration 24Q (4558.530000 sec): 3 clusters
  Score: Raw -265709.573474 + Penalty 2531.841774 = -263177.731700
  nChanged 2
		SP:Iteration 25Q (4558.540000 sec): 3 clusters
  Score: Raw -265711.074165 + Penalty 2531.841774 = -263179.232391
  nChanged 1
		SP:Iteration 26Q (4558.540000 sec): 3 clusters
  Score: Raw -265711.537626 + Penalty 2531.841774 = -263179.695852
  nChanged 1
		SP:Iteration 27Q (4558.550000 sec): 3 clusters
  Score: Raw -265711.648794 + Penalty 2531.841774 = -263179.807020
  nChanged 0
		SP:Iteration 28F (4558.550000 sec): 3 clusters
  Score: Raw -265711.648794 + Penalty 2531.841774 = -263179.807020
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (7794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4558.580000 sec): 2 clusters
  Score: Raw -865750.129507 + Penalty 1456.180291 = -864293.949215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4558.600000 sec): 3 clusters
  Score: Raw -861437.289321 + Penalty 2912.360583 = -858524.928738
  nChanged 3318
		SP:Iteration 1F (4558.620000 sec): 3 clusters
  Score: Raw -863318.872418 + Penalty 2912.360583 = -860406.511835
  nChanged 605
		SP:Iteration 2F (4558.640000 sec): 3 clusters
  Score: Raw -863682.875314 + Penalty 2912.360583 = -860770.514731
  nChanged 539
		SP:Iteration 3F (4558.660000 sec): 3 clusters
  Score: Raw -864002.558359 + Penalty 2912.360583 = -861090.197776
  nChanged 473
		SP:Iteration 4F (4558.680000 sec): 3 clusters
  Score: Raw -864294.936471 + Penalty 2912.360583 = -861382.575888
  nChanged 401
		SP:Iteration 5F (4558.700000 sec): 3 clusters
  Score: Raw -864536.987198 + Penalty 2912.360583 = -861624.626615
  nChanged 345
		SP:Iteration 6Q (4558.720000 sec): 3 clusters
  Score: Raw -864741.703746 + Penalty 2912.360583 = -861829.343163
  nChanged 306
		SP:Iteration 7Q (4558.740000 sec): 3 clusters
  Score: Raw -864931.254308 + Penalty 2912.360583 = -862018.893725
  nChanged 300
		SP:Iteration 8Q (4558.750000 sec): 3 clusters
  Score: Raw -865141.164429 + Penalty 2912.360583 = -862228.803846
  nChanged 279
		SP:Iteration 9Q (4558.770000 sec): 3 clusters
  Score: Raw -865340.407854 + Penalty 2912.360583 = -862428.047271
  nChanged 257
		SP:Iteration 10Q (4558.790000 sec): 3 clusters
  Score: Raw -865536.188378 + Penalty 2912.360583 = -862623.827795
  nChanged 186
		SP:Iteration 11Q (4558.810000 sec): 3 clusters
  Score: Raw -865686.956417 + Penalty 2912.360583 = -862774.595834
  nChanged 146
		SP:Iteration 12Q (4558.830000 sec): 3 clusters
  Score: Raw -865808.894441 + Penalty 2912.360583 = -862896.533858
  nChanged 102
		SP:Iteration 13Q (4558.850000 sec): 3 clusters
  Score: Raw -865891.895771 + Penalty 2912.360583 = -862979.535189
  nChanged 77
		SP:Iteration 14Q (4558.870000 sec): 3 clusters
  Score: Raw -865939.614676 + Penalty 2912.360583 = -863027.254094
  nChanged 37
		SP:Iteration 15Q (4558.880000 sec): 3 clusters
  Score: Raw -865964.272073 + Penalty 2912.360583 = -863051.911490
  nChanged 27
		SP:Iteration 16Q (4558.900000 sec): 3 clusters
  Score: Raw -865979.052388 + Penalty 2912.360583 = -863066.691805
  nChanged 17
		SP:Iteration 17Q (4558.920000 sec): 3 clusters
  Score: Raw -865991.010645 + Penalty 2912.360583 = -863078.650062
  nChanged 16
		SP:Iteration 18Q (4558.930000 sec): 3 clusters
  Score: Raw -866002.676865 + Penalty 2912.360583 = -863090.316282
  nChanged 12
		SP:Iteration 19Q (4558.950000 sec): 3 clusters
  Score: Raw -866012.399463 + Penalty 2912.360583 = -863100.038880
  nChanged 12
		SP:Iteration 20F (4558.970000 sec): 3 clusters
  Score: Raw -866019.634309 + Penalty 2912.360583 = -863107.273726
  nChanged 17
		SP:Iteration 21Q (4558.990000 sec): 3 clusters
  Score: Raw -866034.793323 + Penalty 2912.360583 = -863122.432740
  nChanged 15
		SP:Iteration 22Q (4559.000000 sec): 3 clusters
  Score: Raw -866043.035156 + Penalty 2912.360583 = -863130.674573
  nChanged 11
		SP:Iteration 23Q (4559.020000 sec): 3 clusters
  Score: Raw -866053.140399 + Penalty 2912.360583 = -863140.779816
  nChanged 9
		SP:Iteration 24Q (4559.030000 sec): 3 clusters
  Score: Raw -866062.373016 + Penalty 2912.360583 = -863150.012433
  nChanged 10
		SP:Iteration 25Q (4559.050000 sec): 3 clusters
  Score: Raw -866071.580380 + Penalty 2912.360583 = -863159.219797
  nChanged 6
		SP:Iteration 26Q (4559.070000 sec): 3 clusters
  Score: Raw -866075.454450 + Penalty 2912.360583 = -863163.093867
  nChanged 1
		SP:Iteration 27Q (4559.080000 sec): 3 clusters
  Score: Raw -866075.818273 + Penalty 2912.360583 = -863163.457690
  nChanged 1
		SP:Iteration 28Q (4559.100000 sec): 3 clusters
  Score: Raw -866076.482103 + Penalty 2912.360583 = -863164.121520
  nChanged 0
		SP:Iteration 29F (4559.120000 sec): 3 clusters
  Score: Raw -866076.482103 + Penalty 2912.360583 = -863164.121520
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4559.220000 sec): 2 clusters
  Score: Raw -3743168.835489 + Penalty 1684.607061 = -3741484.228429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4559.300000 sec): 3 clusters
  Score: Raw -3723443.967332 + Penalty 3369.214121 = -3720074.753211
  nChanged 14698
		SP:Iteration 1F (4559.390000 sec): 3 clusters
  Score: Raw -3731512.072719 + Penalty 3369.214121 = -3728142.858598
  nChanged 1427
		SP:Iteration 2Q (4559.470000 sec): 3 clusters
  Score: Raw -3731967.595294 + Penalty 3369.214121 = -3728598.381173
  nChanged 1381
		SP:Iteration 3Q (4559.560000 sec): 3 clusters
  Score: Raw -3732469.228393 + Penalty 3369.214121 = -3729100.014272
  nChanged 1449
		SP:Iteration 4Q (4559.640000 sec): 3 clusters
  Score: Raw -3733046.598002 + Penalty 3369.214121 = -3729677.383881
  nChanged 1478
		SP:Iteration 5Q (4559.730000 sec): 3 clusters
  Score: Raw -3733661.424545 + Penalty 3369.214121 = -3730292.210424
  nChanged 1628
		SP:Iteration 6F (4559.810000 sec): 3 clusters
  Score: Raw -3734443.728280 + Penalty 3369.214121 = -3731074.514159
  nChanged 1735
		SP:Iteration 7F (4559.900000 sec): 3 clusters
  Score: Raw -3735389.262683 + Penalty 3369.214121 = -3732020.048562
  nChanged 1790
		SP:Iteration 8F (4559.980000 sec): 3 clusters
  Score: Raw -3736456.188020 + Penalty 3369.214121 = -3733086.973899
  nChanged 1654
		SP:Iteration 9F (4560.070000 sec): 3 clusters
  Score: Raw -3737588.935762 + Penalty 3369.214121 = -3734219.721641
  nChanged 1584
		SP:Iteration 10Q (4560.150000 sec): 3 clusters
  Score: Raw -3738703.370153 + Penalty 3369.214121 = -3735334.156032
  nChanged 1290
		SP:Iteration 11Q (4560.230000 sec): 3 clusters
  Score: Raw -3739507.116538 + Penalty 3369.214121 = -3736137.902417
  nChanged 953
		SP:Iteration 12Q (4560.310000 sec): 3 clusters
  Score: Raw -3740023.950004 + Penalty 3369.214121 = -3736654.735883
  nChanged 730
		SP:Iteration 13Q (4560.390000 sec): 3 clusters
  Score: Raw -3740370.050568 + Penalty 3369.214121 = -3737000.836447
  nChanged 624
		SP:Iteration 14Q (4560.470000 sec): 3 clusters
  Score: Raw -3740636.602511 + Penalty 3369.214121 = -3737267.388390
  nChanged 531
		SP:Iteration 15Q (4560.550000 sec): 3 clusters
  Score: Raw -3740864.166112 + Penalty 3369.214121 = -3737494.951991
  nChanged 527
		SP:Iteration 16Q (4560.620000 sec): 3 clusters
  Score: Raw -3741099.528487 + Penalty 3369.214121 = -3737730.314366
  nChanged 509
		SP:Iteration 17Q (4560.700000 sec): 3 clusters
  Score: Raw -3741314.408855 + Penalty 3369.214121 = -3737945.194734
  nChanged 445
		SP:Iteration 18Q (4560.770000 sec): 3 clusters
  Score: Raw -3741504.509587 + Penalty 3369.214121 = -3738135.295466
  nChanged 419
		SP:Iteration 19Q (4560.840000 sec): 3 clusters
  Score: Raw -3741684.048432 + Penalty 3369.214121 = -3738314.834311
  nChanged 396
		SP:Iteration 20F (4560.930000 sec): 3 clusters
  Score: Raw -3741846.480207 + Penalty 3369.214121 = -3738477.266086
  nChanged 349
		SP:Iteration 21Q (4561.000000 sec): 3 clusters
  Score: Raw -3741992.605865 + Penalty 3369.214121 = -3738623.391744
  nChanged 340
		SP:Iteration 22Q (4561.070000 sec): 3 clusters
  Score: Raw -3742137.810096 + Penalty 3369.214121 = -3738768.595975
  nChanged 331
		SP:Iteration 23Q (4561.130000 sec): 3 clusters
  Score: Raw -3742290.103909 + Penalty 3369.214121 = -3738920.889788
  nChanged 342
		SP:Iteration 24Q (4561.200000 sec): 3 clusters
  Score: Raw -3742462.571336 + Penalty 3369.214121 = -3739093.357215
  nChanged 320
		SP:Iteration 25Q (4561.270000 sec): 3 clusters
  Score: Raw -3742627.350976 + Penalty 3369.214121 = -3739258.136855
  nChanged 273
		SP:Iteration 26Q (4561.330000 sec): 3 clusters
  Score: Raw -3742764.841529 + Penalty 3369.214121 = -3739395.627408
  nChanged 247
		SP:Iteration 27Q (4561.400000 sec): 3 clusters
  Score: Raw -3742886.524836 + Penalty 3369.214121 = -3739517.310715
  nChanged 179
		SP:Iteration 28Q (4561.470000 sec): 3 clusters
  Score: Raw -3742976.339715 + Penalty 3369.214121 = -3739607.125594
  nChanged 172
		SP:Iteration 29Q (4561.530000 sec): 3 clusters
  Score: Raw -3743068.713983 + Penalty 3369.214121 = -3739699.499862
  nChanged 150
		SP:Iteration 30Q (4561.590000 sec): 3 clusters
  Score: Raw -3743141.709245 + Penalty 3369.214121 = -3739772.495124
  nChanged 126
		SP:Iteration 31Q (4561.650000 sec): 3 clusters
  Score: Raw -3743202.366046 + Penalty 3369.214121 = -3739833.151925
  nChanged 118
		SP:Iteration 32Q (4561.710000 sec): 3 clusters
  Score: Raw -3743261.031867 + Penalty 3369.214121 = -3739891.817746
  nChanged 86
		SP:Iteration 33Q (4561.780000 sec): 3 clusters
  Score: Raw -3743298.923019 + Penalty 3369.214121 = -3739929.708898
  nChanged 63
		SP:Iteration 34Q (4561.840000 sec): 3 clusters
  Score: Raw -3743324.562542 + Penalty 3369.214121 = -3739955.348421
  nChanged 43
		SP:Iteration 35Q (4561.900000 sec): 3 clusters
  Score: Raw -3743342.437339 + Penalty 3369.214121 = -3739973.223218
  nChanged 47
		SP:Iteration 36Q (4561.960000 sec): 3 clusters
  Score: Raw -3743363.153119 + Penalty 3369.214121 = -3739993.938998
  nChanged 46
		SP:Iteration 37Q (4562.020000 sec): 3 clusters
  Score: Raw -3743380.968697 + Penalty 3369.214121 = -3740011.754576
  nChanged 38
		SP:Iteration 38Q (4562.080000 sec): 3 clusters
  Score: Raw -3743396.416664 + Penalty 3369.214121 = -3740027.202543
  nChanged 35
		SP:Iteration 39Q (4562.140000 sec): 3 clusters
  Score: Raw -3743410.457766 + Penalty 3369.214121 = -3740041.243645
  nChanged 34
		SP:Iteration 40F (4562.220000 sec): 3 clusters
  Score: Raw -3743429.218416 + Penalty 3369.214121 = -3740060.004295
  nChanged 48
		SP:Iteration 41Q (4562.280000 sec): 3 clusters
  Score: Raw -3743451.347765 + Penalty 3369.214121 = -3740082.133644
  nChanged 34
		SP:Iteration 42Q (4562.340000 sec): 3 clusters
  Score: Raw -3743462.522558 + Penalty 3369.214121 = -3740093.308437
  nChanged 24
		SP:Iteration 43Q (4562.400000 sec): 3 clusters
  Score: Raw -3743471.499720 + Penalty 3369.214121 = -3740102.285599
  nChanged 22
		SP:Iteration 44Q (4562.460000 sec): 3 clusters
  Score: Raw -3743481.734202 + Penalty 3369.214121 = -3740112.520081
  nChanged 21
		SP:Iteration 45Q (4562.510000 sec): 3 clusters
  Score: Raw -3743490.944046 + Penalty 3369.214121 = -3740121.729925
  nChanged 17
		SP:Iteration 46Q (4562.570000 sec): 3 clusters
  Score: Raw -3743498.197566 + Penalty 3369.214121 = -3740128.983445
  nChanged 15
		SP:Iteration 47Q (4562.630000 sec): 3 clusters
  Score: Raw -3743503.432081 + Penalty 3369.214121 = -3740134.217960
  nChanged 9
		SP:Iteration 48Q (4562.690000 sec): 3 clusters
  Score: Raw -3743505.740152 + Penalty 3369.214121 = -3740136.526031
  nChanged 7
		SP:Iteration 49Q (4562.750000 sec): 3 clusters
  Score: Raw -3743508.257611 + Penalty 3369.214121 = -3740139.043490
  nChanged 2
		SP:Iteration 50Q (4562.810000 sec): 3 clusters
  Score: Raw -3743509.092019 + Penalty 3369.214121 = -3740139.877898
  nChanged 3
		SP:Iteration 51Q (4562.870000 sec): 3 clusters
  Score: Raw -3743510.104385 + Penalty 3369.214121 = -3740140.890264
  nChanged 2
		SP:Iteration 52Q (4562.930000 sec): 3 clusters
  Score: Raw -3743510.963026 + Penalty 3369.214121 = -3740141.748905
  nChanged 2
		SP:Iteration 53Q (4562.990000 sec): 3 clusters
  Score: Raw -3743511.743836 + Penalty 3369.214121 = -3740142.529715
  nChanged 3
		SP:Iteration 54Q (4563.050000 sec): 3 clusters
  Score: Raw -3743512.754490 + Penalty 3369.214121 = -3740143.540369
  nChanged 1
		SP:Iteration 55Q (4563.110000 sec): 3 clusters
  Score: Raw -3743512.997249 + Penalty 3369.214121 = -3740143.783128
  nChanged 1
		SP:Iteration 56Q (4563.170000 sec): 3 clusters
  Score: Raw -3743513.252597 + Penalty 3369.214121 = -3740144.038476
  nChanged 0
		SP:Iteration 57F (4563.250000 sec): 3 clusters
  Score: Raw -3743513.252597 + Penalty 3369.214121 = -3740144.038476
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4563.280000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4563.280000 sec): 3 clusters
  Score: Raw -28350.582317 + Penalty 1810.950060 = -26539.632256
  nChanged 40
		SP:Iteration 1F (4563.280000 sec): 3 clusters
  Score: Raw -28473.914344 + Penalty 1810.950060 = -26662.964284
  nChanged 10
		SP:Iteration 2Q (4563.280000 sec): 3 clusters
  Score: Raw -28502.862942 + Penalty 1810.950060 = -26691.912882
  nChanged 8
		SP:Iteration 3Q (4563.280000 sec): 3 clusters
  Score: Raw -28524.359679 + Penalty 1810.950060 = -26713.409618
  nChanged 6
		SP:Iteration 4Q (4563.280000 sec): 3 clusters
  Score: Raw -28541.666876 + Penalty 1810.950060 = -26730.716816
  nChanged 2
		SP:Iteration 5Q (4563.280000 sec): 3 clusters
  Score: Raw -28547.249843 + Penalty 1810.950060 = -26736.299782
  nChanged 2
		SP:Iteration 6Q (4563.280000 sec): 3 clusters
  Score: Raw -28552.730194 + Penalty 1810.950060 = -26741.780134
  nChanged 3
		SP:Iteration 7Q (4563.280000 sec): 3 clusters
  Score: Raw -28563.956653 + Penalty 1810.950060 = -26753.006592
  nChanged 2
		SP:Iteration 8Q (4563.280000 sec): 3 clusters
  Score: Raw -28579.829886 + Penalty 1810.950060 = -26768.879826
  nChanged 3
		SP:Iteration 9Q (4563.280000 sec): 3 clusters
  Score: Raw -28594.849023 + Penalty 1810.950060 = -26783.898963
  nChanged 3
		SP:Iteration 10Q (4563.280000 sec): 3 clusters
  Score: Raw -28617.209307 + Penalty 1810.950060 = -26806.259246
  nChanged 2
		SP:Iteration 11Q (4563.290000 sec): 3 clusters
  Score: Raw -28623.900230 + Penalty 1810.950060 = -26812.950170
  nChanged 0
		SP:Iteration 12F (4563.290000 sec): 3 clusters
  Score: Raw -28623.900230 + Penalty 1810.950060 = -26812.950170
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4563.300000 sec): 2 clusters
  Score: Raw -288052.861986 + Penalty 1274.561666 = -286778.300320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4563.300000 sec): 3 clusters
  Score: Raw -286881.181430 + Penalty 2549.123331 = -284332.058099
  nChanged 921
		SP:Iteration 1F (4563.310000 sec): 3 clusters
  Score: Raw -287521.680229 + Penalty 2549.123331 = -284972.556897
  nChanged 229
		SP:Iteration 2F (4563.320000 sec): 3 clusters
  Score: Raw -287713.136422 + Penalty 2549.123331 = -285164.013090
  nChanged 177
		SP:Iteration 3F (4563.320000 sec): 3 clusters
  Score: Raw -287846.364337 + Penalty 2549.123331 = -285297.241005
  nChanged 119
		SP:Iteration 4Q (4563.330000 sec): 3 clusters
  Score: Raw -287931.919594 + Penalty 2549.123331 = -285382.796262
  nChanged 99
		SP:Iteration 5Q (4563.330000 sec): 3 clusters
  Score: Raw -287997.728655 + Penalty 2549.123331 = -285448.605324
  nChanged 70
		SP:Iteration 6Q (4563.340000 sec): 3 clusters
  Score: Raw -288045.162846 + Penalty 2549.123331 = -285496.039515
  nChanged 53
		SP:Iteration 7Q (4563.350000 sec): 3 clusters
  Score: Raw -288076.958854 + Penalty 2549.123331 = -285527.835523
  nChanged 50
		SP:Iteration 8Q (4563.350000 sec): 3 clusters
  Score: Raw -288110.254644 + Penalty 2549.123331 = -285561.131312
  nChanged 46
		SP:Iteration 9Q (4563.360000 sec): 3 clusters
  Score: Raw -288138.775201 + Penalty 2549.123331 = -285589.651870
  nChanged 34
		SP:Iteration 10Q (4563.370000 sec): 3 clusters
  Score: Raw -288159.641324 + Penalty 2549.123331 = -285610.517993
  nChanged 34
		SP:Iteration 11Q (4563.370000 sec): 3 clusters
  Score: Raw -288180.637961 + Penalty 2549.123331 = -285631.514630
  nChanged 32
		SP:Iteration 12Q (4563.380000 sec): 3 clusters
  Score: Raw -288199.022423 + Penalty 2549.123331 = -285649.899092
  nChanged 26
		SP:Iteration 13Q (4563.390000 sec): 3 clusters
  Score: Raw -288219.000026 + Penalty 2549.123331 = -285669.876694
  nChanged 33
		SP:Iteration 14Q (4563.390000 sec): 3 clusters
  Score: Raw -288240.828464 + Penalty 2549.123331 = -285691.705133
  nChanged 28
		SP:Iteration 15Q (4563.400000 sec): 3 clusters
  Score: Raw -288260.227325 + Penalty 2549.123331 = -285711.103994
  nChanged 22
		SP:Iteration 16Q (4563.410000 sec): 3 clusters
  Score: Raw -288276.216642 + Penalty 2549.123331 = -285727.093311
  nChanged 13
		SP:Iteration 17Q (4563.410000 sec): 3 clusters
  Score: Raw -288283.630438 + Penalty 2549.123331 = -285734.507106
  nChanged 7
		SP:Iteration 18Q (4563.420000 sec): 3 clusters
  Score: Raw -288287.136114 + Penalty 2549.123331 = -285738.012783
  nChanged 7
		SP:Iteration 19Q (4563.420000 sec): 3 clusters
  Score: Raw -288291.728382 + Penalty 2549.123331 = -285742.605051
  nChanged 6
		SP:Iteration 20F (4563.430000 sec): 3 clusters
  Score: Raw -288295.997829 + Penalty 2549.123331 = -285746.874498
  nChanged 8
		SP:Iteration 21Q (4563.440000 sec): 3 clusters
  Score: Raw -288302.308488 + Penalty 2549.123331 = -285753.185157
  nChanged 13
		SP:Iteration 22Q (4563.440000 sec): 3 clusters
  Score: Raw -288311.528978 + Penalty 2549.123331 = -285762.405647
  nChanged 10
		SP:Iteration 23Q (4563.450000 sec): 3 clusters
  Score: Raw -288317.169317 + Penalty 2549.123331 = -285768.045986
  nChanged 4
		SP:Iteration 24Q (4563.450000 sec): 3 clusters
  Score: Raw -288320.654786 + Penalty 2549.123331 = -285771.531454
  nChanged 4
		SP:Iteration 25Q (4563.460000 sec): 3 clusters
  Score: Raw -288323.545091 + Penalty 2549.123331 = -285774.421760
  nChanged 0
		SP:Iteration 26F (4563.470000 sec): 3 clusters
  Score: Raw -288323.545091 + Penalty 2549.123331 = -285774.421760
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4563.470000 sec): 2 clusters
  Score: Raw -20642.902015 + Penalty 871.971102 = -19770.930913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4563.470000 sec): 3 clusters
  Score: Raw -20703.070473 + Penalty 1743.942205 = -18959.128269
  nChanged 35
		SP:Iteration 1F (4563.470000 sec): 3 clusters
  Score: Raw -20838.798425 + Penalty 1743.942205 = -19094.856221
  nChanged 13
		SP:Iteration 2F (4563.470000 sec): 3 clusters
  Score: Raw -20890.954399 + Penalty 1743.942205 = -19147.012194
  nChanged 8
		SP:Iteration 3Q (4563.470000 sec): 3 clusters
  Score: Raw -20923.183951 + Penalty 1743.942205 = -19179.241746
  nChanged 2
		SP:Iteration 4Q (4563.480000 sec): 3 clusters
  Score: Raw -20930.007168 + Penalty 1743.942205 = -19186.064964
  nChanged 1
		SP:Iteration 5Q (4563.480000 sec): 3 clusters
  Score: Raw -20935.531224 + Penalty 1743.942205 = -19191.589019
  nChanged 1
		SP:Iteration 6Q (4563.480000 sec): 3 clusters
  Score: Raw -20941.037951 + Penalty 1743.942205 = -19197.095746
  nChanged 0
		SP:Iteration 7F (4563.480000 sec): 3 clusters
  Score: Raw -20941.037951 + Penalty 1743.942205 = -19197.095746
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (21464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4563.550000 sec): 2 clusters
  Score: Raw -2337640.326810 + Penalty 1620.796514 = -2336019.530296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4563.610000 sec): 3 clusters
  Score: Raw -2324705.866883 + Penalty 3241.593027 = -2321464.273856
  nChanged 9760
		SP:Iteration 1F (4563.660000 sec): 3 clusters
  Score: Raw -2330092.169136 + Penalty 3241.593027 = -2326850.576108
  nChanged 1246
		SP:Iteration 2F (4563.720000 sec): 3 clusters
  Score: Raw -2330638.011288 + Penalty 3241.593027 = -2327396.418260
  nChanged 1199
		SP:Iteration 3F (4563.770000 sec): 3 clusters
  Score: Raw -2331234.469419 + Penalty 3241.593027 = -2327992.876391
  nChanged 1206
		SP:Iteration 4F (4563.830000 sec): 3 clusters
  Score: Raw -2331987.704962 + Penalty 3241.593027 = -2328746.111935
  nChanged 1311
		SP:Iteration 5F (4563.890000 sec): 3 clusters
  Score: Raw -2333038.445714 + Penalty 3241.593027 = -2329796.852687
  nChanged 1473
		SP:Iteration 6F (4563.940000 sec): 3 clusters
  Score: Raw -2334304.596807 + Penalty 3241.593027 = -2331063.003780
  nChanged 1419
		SP:Iteration 7F (4564.000000 sec): 3 clusters
  Score: Raw -2335542.609502 + Penalty 3241.593027 = -2332301.016475
  nChanged 1211
		SP:Iteration 8F (4564.050000 sec): 3 clusters
  Score: Raw -2336633.147645 + Penalty 3241.593027 = -2333391.554618
  nChanged 1040
		SP:Iteration 9Q (4564.110000 sec): 3 clusters
  Score: Raw -2337654.122975 + Penalty 3241.593027 = -2334412.529948
  nChanged 812
		SP:Iteration 10Q (4564.160000 sec): 3 clusters
  Score: Raw -2338527.425534 + Penalty 3241.593027 = -2335285.832506
  nChanged 633
		SP:Iteration 11Q (4564.210000 sec): 3 clusters
  Score: Raw -2339215.748835 + Penalty 3241.593027 = -2335974.155807
  nChanged 491
		SP:Iteration 12Q (4564.260000 sec): 3 clusters
  Score: Raw -2339752.745601 + Penalty 3241.593027 = -2336511.152573
  nChanged 357
		SP:Iteration 13Q (4564.310000 sec): 3 clusters
  Score: Raw -2340121.637224 + Penalty 3241.593027 = -2336880.044196
  nChanged 261
		SP:Iteration 14Q (4564.360000 sec): 3 clusters
  Score: Raw -2340300.058624 + Penalty 3241.593027 = -2337058.465597
  nChanged 181
		SP:Iteration 15Q (4564.400000 sec): 3 clusters
  Score: Raw -2340383.149155 + Penalty 3241.593027 = -2337141.556127
  nChanged 123
		SP:Iteration 16Q (4564.450000 sec): 3 clusters
  Score: Raw -2340422.833434 + Penalty 3241.593027 = -2337181.240407
  nChanged 68
		SP:Iteration 17Q (4564.490000 sec): 3 clusters
  Score: Raw -2340439.722371 + Penalty 3241.593027 = -2337198.129343
  nChanged 55
		SP:Iteration 18Q (4564.540000 sec): 3 clusters
  Score: Raw -2340451.820537 + Penalty 3241.593027 = -2337210.227509
  nChanged 41
		SP:Iteration 19Q (4564.580000 sec): 3 clusters
  Score: Raw -2340458.569283 + Penalty 3241.593027 = -2337216.976256
  nChanged 29
		SP:Iteration 20F (4564.640000 sec): 3 clusters
  Score: Raw -2340462.936188 + Penalty 3241.593027 = -2337221.343161
  nChanged 21
		SP:Iteration 21Q (4564.680000 sec): 3 clusters
  Score: Raw -2340466.010958 + Penalty 3241.593027 = -2337224.417931
  nChanged 11
		SP:Iteration 22Q (4564.730000 sec): 3 clusters
  Score: Raw -2340466.980703 + Penalty 3241.593027 = -2337225.387676
  nChanged 8
		SP:Iteration 23Q (4564.770000 sec): 3 clusters
  Score: Raw -2340467.867942 + Penalty 3241.593027 = -2337226.274914
  nChanged 5
		SP:Iteration 24Q (4564.820000 sec): 3 clusters
  Score: Raw -2340468.429211 + Penalty 3241.593027 = -2337226.836184
  nChanged 4
		SP:Iteration 25Q (4564.860000 sec): 3 clusters
  Score: Raw -2340468.759567 + Penalty 3241.593027 = -2337227.166540
  nChanged 2
		SP:Iteration 26Q (4564.910000 sec): 3 clusters
  Score: Raw -2340468.977008 + Penalty 3241.593027 = -2337227.383981
  nChanged 5
		SP:Iteration 27Q (4564.950000 sec): 3 clusters
  Score: Raw -2340469.586387 + Penalty 3241.593027 = -2337227.993360
  nChanged 4
		SP:Iteration 28Q (4565.000000 sec): 3 clusters
  Score: Raw -2340469.841943 + Penalty 3241.593027 = -2337228.248915
  nChanged 2
		SP:Iteration 29Q (4565.040000 sec): 3 clusters
  Score: Raw -2340469.943928 + Penalty 3241.593027 = -2337228.350901
  nChanged 1
		SP:Iteration 30Q (4565.090000 sec): 3 clusters
  Score: Raw -2340470.013120 + Penalty 3241.593027 = -2337228.420093
  nChanged 2
		SP:Iteration 31Q (4565.130000 sec): 3 clusters
  Score: Raw -2340470.342896 + Penalty 3241.593027 = -2337228.749868
  nChanged 3
		SP:Iteration 32Q (4565.180000 sec): 3 clusters
  Score: Raw -2340470.766402 + Penalty 3241.593027 = -2337229.173375
  nChanged 3
		SP:Iteration 33Q (4565.220000 sec): 3 clusters
  Score: Raw -2340471.110112 + Penalty 3241.593027 = -2337229.517085
  nChanged 1
		SP:Iteration 34Q (4565.270000 sec): 3 clusters
  Score: Raw -2340471.171913 + Penalty 3241.593027 = -2337229.578885
  nChanged 2
		SP:Iteration 35Q (4565.310000 sec): 3 clusters
  Score: Raw -2340471.415442 + Penalty 3241.593027 = -2337229.822415
  nChanged 1
		SP:Iteration 36Q (4565.360000 sec): 3 clusters
  Score: Raw -2340471.501113 + Penalty 3241.593027 = -2337229.908086
  nChanged 0
		SP:Iteration 37F (4565.420000 sec): 3 clusters
  Score: Raw -2340471.501113 + Penalty 3241.593027 = -2337229.908086
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (4901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4565.450000 sec): 2 clusters
  Score: Raw -526981.777243 + Penalty 1380.794114 = -525600.983130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4565.460000 sec): 3 clusters
  Score: Raw -524448.265130 + Penalty 2761.588227 = -521686.676903
  nChanged 1990
		SP:Iteration 1F (4565.470000 sec): 3 clusters
  Score: Raw -525788.005016 + Penalty 2761.588227 = -523026.416789
  nChanged 435
		SP:Iteration 2F (4565.490000 sec): 3 clusters
  Score: Raw -526274.636779 + Penalty 2761.588227 = -523513.048552
  nChanged 401
		SP:Iteration 3F (4565.500000 sec): 3 clusters
  Score: Raw -526758.415406 + Penalty 2761.588227 = -523996.827179
  nChanged 361
		SP:Iteration 4F (4565.510000 sec): 3 clusters
  Score: Raw -527089.855780 + Penalty 2761.588227 = -524328.267553
  nChanged 275
		SP:Iteration 5F (4565.530000 sec): 3 clusters
  Score: Raw -527262.785809 + Penalty 2761.588227 = -524501.197582
  nChanged 192
		SP:Iteration 6Q (4565.540000 sec): 3 clusters
  Score: Raw -527370.386570 + Penalty 2761.588227 = -524608.798343
  nChanged 154
		SP:Iteration 7Q (4565.550000 sec): 3 clusters
  Score: Raw -527444.072717 + Penalty 2761.588227 = -524682.484490
  nChanged 115
		SP:Iteration 8Q (4565.560000 sec): 3 clusters
  Score: Raw -527495.485355 + Penalty 2761.588227 = -524733.897127
  nChanged 90
		SP:Iteration 9Q (4565.570000 sec): 3 clusters
  Score: Raw -527541.819719 + Penalty 2761.588227 = -524780.231491
  nChanged 97
		SP:Iteration 10Q (4565.590000 sec): 3 clusters
  Score: Raw -527593.573584 + Penalty 2761.588227 = -524831.985357
  nChanged 88
		SP:Iteration 11Q (4565.600000 sec): 3 clusters
  Score: Raw -527635.368939 + Penalty 2761.588227 = -524873.780712
  nChanged 76
		SP:Iteration 12Q (4565.610000 sec): 3 clusters
  Score: Raw -527666.355045 + Penalty 2761.588227 = -524904.766818
  nChanged 55
		SP:Iteration 13Q (4565.620000 sec): 3 clusters
  Score: Raw -527690.489591 + Penalty 2761.588227 = -524928.901364
  nChanged 55
		SP:Iteration 14Q (4565.630000 sec): 3 clusters
  Score: Raw -527713.257363 + Penalty 2761.588227 = -524951.669136
  nChanged 53
		SP:Iteration 15Q (4565.640000 sec): 3 clusters
  Score: Raw -527736.449720 + Penalty 2761.588227 = -524974.861493
  nChanged 60
		SP:Iteration 16Q (4565.650000 sec): 3 clusters
  Score: Raw -527761.370628 + Penalty 2761.588227 = -524999.782401
  nChanged 51
		SP:Iteration 17Q (4565.670000 sec): 3 clusters
  Score: Raw -527781.392038 + Penalty 2761.588227 = -525019.803811
  nChanged 42
		SP:Iteration 18Q (4565.680000 sec): 3 clusters
  Score: Raw -527795.631285 + Penalty 2761.588227 = -525034.043058
  nChanged 37
		SP:Iteration 19Q (4565.690000 sec): 3 clusters
  Score: Raw -527807.807724 + Penalty 2761.588227 = -525046.219497
  nChanged 31
		SP:Iteration 20F (4565.700000 sec): 3 clusters
  Score: Raw -527816.508814 + Penalty 2761.588227 = -525054.920587
  nChanged 26
		SP:Iteration 21Q (4565.710000 sec): 3 clusters
  Score: Raw -527825.130941 + Penalty 2761.588227 = -525063.542714
  nChanged 22
		SP:Iteration 22Q (4565.730000 sec): 3 clusters
  Score: Raw -527831.222039 + Penalty 2761.588227 = -525069.633812
  nChanged 14
		SP:Iteration 23Q (4565.740000 sec): 3 clusters
  Score: Raw -527835.042078 + Penalty 2761.588227 = -525073.453851
  nChanged 16
		SP:Iteration 24Q (4565.750000 sec): 3 clusters
  Score: Raw -527839.551659 + Penalty 2761.588227 = -525077.963432
  nChanged 12
		SP:Iteration 25Q (4565.760000 sec): 3 clusters
  Score: Raw -527842.105982 + Penalty 2761.588227 = -525080.517755
  nChanged 10
		SP:Iteration 26Q (4565.770000 sec): 3 clusters
  Score: Raw -527843.782473 + Penalty 2761.588227 = -525082.194246
  nChanged 8
		SP:Iteration 27Q (4565.780000 sec): 3 clusters
  Score: Raw -527846.547812 + Penalty 2761.588227 = -525084.959585
  nChanged 10
		SP:Iteration 28Q (4565.790000 sec): 3 clusters
  Score: Raw -527848.650707 + Penalty 2761.588227 = -525087.062480
  nChanged 7
		SP:Iteration 29Q (4565.810000 sec): 3 clusters
  Score: Raw -527850.191579 + Penalty 2761.588227 = -525088.603351
  nChanged 7
		SP:Iteration 30Q (4565.820000 sec): 3 clusters
  Score: Raw -527852.572441 + Penalty 2761.588227 = -525090.984214
  nChanged 4
		SP:Iteration 31Q (4565.830000 sec): 3 clusters
  Score: Raw -527853.812162 + Penalty 2761.588227 = -525092.223935
  nChanged 6
		SP:Iteration 32Q (4565.840000 sec): 3 clusters
  Score: Raw -527855.044186 + Penalty 2761.588227 = -525093.455959
  nChanged 8
		SP:Iteration 33Q (4565.850000 sec): 3 clusters
  Score: Raw -527856.951118 + Penalty 2761.588227 = -525095.362891
  nChanged 4
		SP:Iteration 34Q (4565.860000 sec): 3 clusters
  Score: Raw -527857.732728 + Penalty 2761.588227 = -525096.144501
  nChanged 7
		SP:Iteration 35Q (4565.870000 sec): 3 clusters
  Score: Raw -527860.494748 + Penalty 2761.588227 = -525098.906521
  nChanged 8
		SP:Iteration 36Q (4565.890000 sec): 3 clusters
  Score: Raw -527862.277886 + Penalty 2761.588227 = -525100.689659
  nChanged 8
		SP:Iteration 37Q (4565.900000 sec): 3 clusters
  Score: Raw -527864.322103 + Penalty 2761.588227 = -525102.733876
  nChanged 10
		SP:Iteration 38Q (4565.910000 sec): 3 clusters
  Score: Raw -527866.872707 + Penalty 2761.588227 = -525105.284480
  nChanged 6
		SP:Iteration 39Q (4565.920000 sec): 3 clusters
  Score: Raw -527868.393225 + Penalty 2761.588227 = -525106.804997
  nChanged 4
		SP:Iteration 40F (4565.930000 sec): 3 clusters
  Score: Raw -527869.590051 + Penalty 2761.588227 = -525108.001824
  nChanged 4
		SP:Iteration 41Q (4565.950000 sec): 3 clusters
  Score: Raw -527871.206450 + Penalty 2761.588227 = -525109.618223
  nChanged 7
		SP:Iteration 42Q (4565.960000 sec): 3 clusters
  Score: Raw -527874.250822 + Penalty 2761.588227 = -525112.662595
  nChanged 6
		SP:Iteration 43Q (4565.970000 sec): 3 clusters
  Score: Raw -527876.300931 + Penalty 2761.588227 = -525114.712704
  nChanged 9
		SP:Iteration 44Q (4565.980000 sec): 3 clusters
  Score: Raw -527879.848280 + Penalty 2761.588227 = -525118.260053
  nChanged 13
		SP:Iteration 45Q (4565.990000 sec): 3 clusters
  Score: Raw -527885.188817 + Penalty 2761.588227 = -525123.600589
  nChanged 16
		SP:Iteration 46Q (4566.000000 sec): 3 clusters
  Score: Raw -527890.776793 + Penalty 2761.588227 = -525129.188565
  nChanged 15
		SP:Iteration 47Q (4566.020000 sec): 3 clusters
  Score: Raw -527898.014541 + Penalty 2761.588227 = -525136.426314
  nChanged 20
		SP:Iteration 48Q (4566.030000 sec): 3 clusters
  Score: Raw -527908.915802 + Penalty 2761.588227 = -525147.327574
  nChanged 22
		SP:Iteration 49Q (4566.040000 sec): 3 clusters
  Score: Raw -527919.440412 + Penalty 2761.588227 = -525157.852185
  nChanged 25
		SP:Iteration 50Q (4566.060000 sec): 3 clusters
  Score: Raw -527929.582097 + Penalty 2761.588227 = -525167.993870
  nChanged 21
		SP:Iteration 51Q (4566.070000 sec): 3 clusters
  Score: Raw -527938.364986 + Penalty 2761.588227 = -525176.776759
  nChanged 22
		SP:Iteration 52Q (4566.080000 sec): 3 clusters
  Score: Raw -527946.762093 + Penalty 2761.588227 = -525185.173866
  nChanged 19
		SP:Iteration 53Q (4566.090000 sec): 3 clusters
  Score: Raw -527954.447853 + Penalty 2761.588227 = -525192.859626
  nChanged 20
		SP:Iteration 54Q (4566.100000 sec): 3 clusters
  Score: Raw -527962.292948 + Penalty 2761.588227 = -525200.704720
  nChanged 25
		SP:Iteration 55Q (4566.110000 sec): 3 clusters
  Score: Raw -527972.550751 + Penalty 2761.588227 = -525210.962524
  nChanged 20
		SP:Iteration 56Q (4566.120000 sec): 3 clusters
  Score: Raw -527980.003066 + Penalty 2761.588227 = -525218.414838
  nChanged 22
		SP:Iteration 57Q (4566.140000 sec): 3 clusters
  Score: Raw -527990.153881 + Penalty 2761.588227 = -525228.565654
  nChanged 16
		SP:Iteration 58Q (4566.150000 sec): 3 clusters
  Score: Raw -527997.116535 + Penalty 2761.588227 = -525235.528308
  nChanged 14
		SP:Iteration 59Q (4566.160000 sec): 3 clusters
  Score: Raw -528001.975774 + Penalty 2761.588227 = -525240.387547
  nChanged 12
		SP:Iteration 60F (4566.170000 sec): 3 clusters
  Score: Raw -528005.539461 + Penalty 2761.588227 = -525243.951234
  nChanged 5
		SP:Iteration 61Q (4566.180000 sec): 3 clusters
  Score: Raw -528008.276866 + Penalty 2761.588227 = -525246.688639
  nChanged 11
		SP:Iteration 62Q (4566.190000 sec): 3 clusters
  Score: Raw -528013.958782 + Penalty 2761.588227 = -525252.370555
  nChanged 14
		SP:Iteration 63Q (4566.200000 sec): 3 clusters
  Score: Raw -528020.519044 + Penalty 2761.588227 = -525258.930817
  nChanged 16
		SP:Iteration 64Q (4566.220000 sec): 3 clusters
  Score: Raw -528030.481898 + Penalty 2761.588227 = -525268.893671
  nChanged 27
		SP:Iteration 65Q (4566.230000 sec): 3 clusters
  Score: Raw -528050.696467 + Penalty 2761.588227 = -525289.108240
  nChanged 31
		SP:Iteration 66Q (4566.240000 sec): 3 clusters
  Score: Raw -528076.459892 + Penalty 2761.588227 = -525314.871665
  nChanged 24
		SP:Iteration 67Q (4566.250000 sec): 3 clusters
  Score: Raw -528101.797552 + Penalty 2761.588227 = -525340.209325
  nChanged 29
		SP:Iteration 68Q (4566.260000 sec): 3 clusters
  Score: Raw -528127.309854 + Penalty 2761.588227 = -525365.721627
  nChanged 18
		SP:Iteration 69Q (4566.270000 sec): 3 clusters
  Score: Raw -528137.529814 + Penalty 2761.588227 = -525375.941587
  nChanged 15
		SP:Iteration 70Q (4566.280000 sec): 3 clusters
  Score: Raw -528144.516562 + Penalty 2761.588227 = -525382.928335
  nChanged 14
		SP:Iteration 71Q (4566.300000 sec): 3 clusters
  Score: Raw -528154.182580 + Penalty 2761.588227 = -525392.594353
  nChanged 15
		SP:Iteration 72Q (4566.300000 sec): 3 clusters
  Score: Raw -528164.287807 + Penalty 2761.588227 = -525402.699580
  nChanged 11
		SP:Iteration 73Q (4566.320000 sec): 3 clusters
  Score: Raw -528171.024189 + Penalty 2761.588227 = -525409.435962
  nChanged 10
		SP:Iteration 74Q (4566.330000 sec): 3 clusters
  Score: Raw -528177.371704 + Penalty 2761.588227 = -525415.783477
  nChanged 9
		SP:Iteration 75Q (4566.340000 sec): 3 clusters
  Score: Raw -528182.165329 + Penalty 2761.588227 = -525420.577102
  nChanged 6
		SP:Iteration 76Q (4566.350000 sec): 3 clusters
  Score: Raw -528184.795111 + Penalty 2761.588227 = -525423.206884
  nChanged 7
		SP:Iteration 77Q (4566.360000 sec): 3 clusters
  Score: Raw -528187.686642 + Penalty 2761.588227 = -525426.098415
  nChanged 2
		SP:Iteration 78Q (4566.370000 sec): 3 clusters
  Score: Raw -528188.573562 + Penalty 2761.588227 = -525426.985334
  nChanged 3
		SP:Iteration 79Q (4566.390000 sec): 3 clusters
  Score: Raw -528190.407899 + Penalty 2761.588227 = -525428.819672
  nChanged 5
		SP:Iteration 80F (4566.400000 sec): 3 clusters
  Score: Raw -528193.631586 + Penalty 2761.588227 = -525432.043359
  nChanged 4
		SP:Iteration 81Q (4566.410000 sec): 3 clusters
  Score: Raw -528194.966921 + Penalty 2761.588227 = -525433.378694
  nChanged 4
		SP:Iteration 82Q (4566.420000 sec): 3 clusters
  Score: Raw -528196.616216 + Penalty 2761.588227 = -525435.027988
  nChanged 7
		SP:Iteration 83Q (4566.430000 sec): 3 clusters
  Score: Raw -528200.503151 + Penalty 2761.588227 = -525438.914924
  nChanged 11
		SP:Iteration 84Q (4566.440000 sec): 3 clusters
  Score: Raw -528205.522803 + Penalty 2761.588227 = -525443.934576
  nChanged 9
		SP:Iteration 85Q (4566.450000 sec): 3 clusters
  Score: Raw -528208.293774 + Penalty 2761.588227 = -525446.705547
  nChanged 5
		SP:Iteration 86Q (4566.460000 sec): 3 clusters
  Score: Raw -528209.788740 + Penalty 2761.588227 = -525448.200513
  nChanged 2
		SP:Iteration 87Q (4566.470000 sec): 3 clusters
  Score: Raw -528210.264851 + Penalty 2761.588227 = -525448.676624
  nChanged 2
		SP:Iteration 88Q (4566.480000 sec): 3 clusters
  Score: Raw -528210.790503 + Penalty 2761.588227 = -525449.202276
  nChanged 0
		SP:Iteration 89F (4566.500000 sec): 3 clusters
  Score: Raw -528210.790503 + Penalty 2761.588227 = -525449.202276
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (1018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4566.510000 sec): 2 clusters
  Score: Raw -111151.813772 + Penalty 1125.409220 = -110026.404553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.510000 sec): 3 clusters
  Score: Raw -110815.045540 + Penalty 2250.818439 = -108564.227101
  nChanged 332
		SP:Iteration 1F (4566.510000 sec): 3 clusters
  Score: Raw -111118.932317 + Penalty 2250.818439 = -108868.113878
  nChanged 65
		SP:Iteration 2F (4566.510000 sec): 3 clusters
  Score: Raw -111182.624904 + Penalty 2250.818439 = -108931.806465
  nChanged 37
		SP:Iteration 3Q (4566.510000 sec): 3 clusters
  Score: Raw -111221.057288 + Penalty 2250.818439 = -108970.238848
  nChanged 31
		SP:Iteration 4Q (4566.520000 sec): 3 clusters
  Score: Raw -111260.507131 + Penalty 2250.818439 = -109009.688692
  nChanged 27
		SP:Iteration 5Q (4566.520000 sec): 3 clusters
  Score: Raw -111286.288116 + Penalty 2250.818439 = -109035.469677
  nChanged 23
		SP:Iteration 6Q (4566.520000 sec): 3 clusters
  Score: Raw -111307.059007 + Penalty 2250.818439 = -109056.240568
  nChanged 9
		SP:Iteration 7Q (4566.530000 sec): 3 clusters
  Score: Raw -111314.457997 + Penalty 2250.818439 = -109063.639558
  nChanged 10
		SP:Iteration 8Q (4566.530000 sec): 3 clusters
  Score: Raw -111320.272771 + Penalty 2250.818439 = -109069.454332
  nChanged 4
		SP:Iteration 9Q (4566.530000 sec): 3 clusters
  Score: Raw -111326.427324 + Penalty 2250.818439 = -109075.608885
  nChanged 13
		SP:Iteration 10Q (4566.530000 sec): 3 clusters
  Score: Raw -111342.975833 + Penalty 2250.818439 = -109092.157394
  nChanged 15
		SP:Iteration 11Q (4566.530000 sec): 3 clusters
  Score: Raw -111363.140969 + Penalty 2250.818439 = -109112.322530
  nChanged 13
		SP:Iteration 12Q (4566.540000 sec): 3 clusters
  Score: Raw -111382.318459 + Penalty 2250.818439 = -109131.500020
  nChanged 19
		SP:Iteration 13Q (4566.540000 sec): 3 clusters
  Score: Raw -111398.394383 + Penalty 2250.818439 = -109147.575944
  nChanged 7
		SP:Iteration 14Q (4566.540000 sec): 3 clusters
  Score: Raw -111404.287594 + Penalty 2250.818439 = -109153.469155
  nChanged 7
		SP:Iteration 15Q (4566.550000 sec): 3 clusters
  Score: Raw -111409.724635 + Penalty 2250.818439 = -109158.906196
  nChanged 4
		SP:Iteration 16Q (4566.550000 sec): 3 clusters
  Score: Raw -111417.347080 + Penalty 2250.818439 = -109166.528641
  nChanged 8
		SP:Iteration 17Q (4566.550000 sec): 3 clusters
  Score: Raw -111424.734915 + Penalty 2250.818439 = -109173.916476
  nChanged 7
		SP:Iteration 18Q (4566.550000 sec): 3 clusters
  Score: Raw -111433.343737 + Penalty 2250.818439 = -109182.525298
  nChanged 9
		SP:Iteration 19Q (4566.550000 sec): 3 clusters
  Score: Raw -111442.141849 + Penalty 2250.818439 = -109191.323410
  nChanged 5
		SP:Iteration 20F (4566.560000 sec): 3 clusters
  Score: Raw -111446.450621 + Penalty 2250.818439 = -109195.632182
  nChanged 3
		SP:Iteration 21Q (4566.560000 sec): 3 clusters
  Score: Raw -111448.614518 + Penalty 2250.818439 = -109197.796079
  nChanged 6
		SP:Iteration 22Q (4566.560000 sec): 3 clusters
  Score: Raw -111454.767818 + Penalty 2250.818439 = -109203.949379
  nChanged 6
		SP:Iteration 23Q (4566.570000 sec): 3 clusters
  Score: Raw -111462.330332 + Penalty 2250.818439 = -109211.511893
  nChanged 6
		SP:Iteration 24Q (4566.570000 sec): 3 clusters
  Score: Raw -111467.871050 + Penalty 2250.818439 = -109217.052611
  nChanged 7
		SP:Iteration 25Q (4566.570000 sec): 3 clusters
  Score: Raw -111472.506831 + Penalty 2250.818439 = -109221.688392
  nChanged 10
		SP:Iteration 26Q (4566.570000 sec): 3 clusters
  Score: Raw -111478.008726 + Penalty 2250.818439 = -109227.190287
  nChanged 4
		SP:Iteration 27Q (4566.570000 sec): 3 clusters
  Score: Raw -111481.039130 + Penalty 2250.818439 = -109230.220691
  nChanged 4
		SP:Iteration 28Q (4566.580000 sec): 3 clusters
  Score: Raw -111483.413674 + Penalty 2250.818439 = -109232.595235
  nChanged 2
		SP:Iteration 29Q (4566.580000 sec): 3 clusters
  Score: Raw -111484.600031 + Penalty 2250.818439 = -109233.781592
  nChanged 3
		SP:Iteration 30Q (4566.580000 sec): 3 clusters
  Score: Raw -111491.286969 + Penalty 2250.818439 = -109240.468530
  nChanged 7
		SP:Iteration 31Q (4566.580000 sec): 3 clusters
  Score: Raw -111498.235778 + Penalty 2250.818439 = -109247.417339
  nChanged 11
		SP:Iteration 32Q (4566.590000 sec): 3 clusters
  Score: Raw -111508.086602 + Penalty 2250.818439 = -109257.268162
  nChanged 5
		SP:Iteration 33Q (4566.590000 sec): 3 clusters
  Score: Raw -111514.689296 + Penalty 2250.818439 = -109263.870857
  nChanged 2
		SP:Iteration 34Q (4566.590000 sec): 3 clusters
  Score: Raw -111516.927658 + Penalty 2250.818439 = -109266.109219
  nChanged 1
		SP:Iteration 35Q (4566.590000 sec): 3 clusters
  Score: Raw -111517.577561 + Penalty 2250.818439 = -109266.759122
  nChanged 1
		SP:Iteration 36Q (4566.590000 sec): 3 clusters
  Score: Raw -111517.772385 + Penalty 2250.818439 = -109266.953946
  nChanged 1
		SP:Iteration 37Q (4566.600000 sec): 3 clusters
  Score: Raw -111518.663201 + Penalty 2250.818439 = -109267.844762
  nChanged 2
		SP:Iteration 38Q (4566.600000 sec): 3 clusters
  Score: Raw -111521.192900 + Penalty 2250.818439 = -109270.374461
  nChanged 3
		SP:Iteration 39Q (4566.600000 sec): 3 clusters
  Score: Raw -111524.805858 + Penalty 2250.818439 = -109273.987419
  nChanged 4
		SP:Iteration 40F (4566.610000 sec): 3 clusters
  Score: Raw -111530.225794 + Penalty 2250.818439 = -109279.407355
  nChanged 5
		SP:Iteration 41Q (4566.610000 sec): 3 clusters
  Score: Raw -111536.376939 + Penalty 2250.818439 = -109285.558500
  nChanged 3
		SP:Iteration 42Q (4566.610000 sec): 3 clusters
  Score: Raw -111539.701516 + Penalty 2250.818439 = -109288.883077
  nChanged 3
		SP:Iteration 43Q (4566.610000 sec): 3 clusters
  Score: Raw -111543.397407 + Penalty 2250.818439 = -109292.578968
  nChanged 4
		SP:Iteration 44Q (4566.610000 sec): 3 clusters
  Score: Raw -111549.071930 + Penalty 2250.818439 = -109298.253491
  nChanged 4
		SP:Iteration 45Q (4566.620000 sec): 3 clusters
  Score: Raw -111553.843958 + Penalty 2250.818439 = -109303.025518
  nChanged 3
		SP:Iteration 46Q (4566.620000 sec): 3 clusters
  Score: Raw -111557.148706 + Penalty 2250.818439 = -109306.330267
  nChanged 3
		SP:Iteration 47Q (4566.620000 sec): 3 clusters
  Score: Raw -111560.012766 + Penalty 2250.818439 = -109309.194327
  nChanged 3
		SP:Iteration 48Q (4566.620000 sec): 3 clusters
  Score: Raw -111561.745977 + Penalty 2250.818439 = -109310.927538
  nChanged 2
		SP:Iteration 49Q (4566.630000 sec): 3 clusters
  Score: Raw -111563.198575 + Penalty 2250.818439 = -109312.380136
  nChanged 0
		SP:Iteration 50F (4566.630000 sec): 3 clusters
  Score: Raw -111563.198575 + Penalty 2250.818439 = -109312.380136
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4566.640000 sec): 2 clusters
  Score: Raw -126736.442762 + Penalty 1159.160593 = -125577.282169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.640000 sec): 3 clusters
  Score: Raw -126297.949263 + Penalty 2318.321185 = -123979.628078
  nChanged 404
		SP:Iteration 1F (4566.640000 sec): 3 clusters
  Score: Raw -126631.736660 + Penalty 2318.321185 = -124313.415475
  nChanged 102
		SP:Iteration 2F (4566.650000 sec): 3 clusters
  Score: Raw -126754.721839 + Penalty 2318.321185 = -124436.400653
  nChanged 90
		SP:Iteration 3F (4566.650000 sec): 3 clusters
  Score: Raw -126862.527339 + Penalty 2318.321185 = -124544.206153
  nChanged 57
		SP:Iteration 4Q (4566.650000 sec): 3 clusters
  Score: Raw -126943.424831 + Penalty 2318.321185 = -124625.103646
  nChanged 64
		SP:Iteration 5F (4566.650000 sec): 3 clusters
  Score: Raw -127065.433996 + Penalty 2318.321185 = -124747.112811
  nChanged 53
		SP:Iteration 6Q (4566.660000 sec): 3 clusters
  Score: Raw -127162.818810 + Penalty 2318.321185 = -124844.497624
  nChanged 42
		SP:Iteration 7Q (4566.660000 sec): 3 clusters
  Score: Raw -127210.003712 + Penalty 2318.321185 = -124891.682527
  nChanged 25
		SP:Iteration 8Q (4566.670000 sec): 3 clusters
  Score: Raw -127239.117116 + Penalty 2318.321185 = -124920.795931
  nChanged 16
		SP:Iteration 9Q (4566.670000 sec): 3 clusters
  Score: Raw -127255.852019 + Penalty 2318.321185 = -124937.530833
  nChanged 14
		SP:Iteration 10Q (4566.670000 sec): 3 clusters
  Score: Raw -127265.740232 + Penalty 2318.321185 = -124947.419047
  nChanged 7
		SP:Iteration 11Q (4566.670000 sec): 3 clusters
  Score: Raw -127271.406353 + Penalty 2318.321185 = -124953.085168
  nChanged 2
		SP:Iteration 12Q (4566.670000 sec): 3 clusters
  Score: Raw -127272.683099 + Penalty 2318.321185 = -124954.361914
  nChanged 3
		SP:Iteration 13Q (4566.680000 sec): 3 clusters
  Score: Raw -127274.697398 + Penalty 2318.321185 = -124956.376212
  nChanged 2
		SP:Iteration 14Q (4566.680000 sec): 3 clusters
  Score: Raw -127275.929365 + Penalty 2318.321185 = -124957.608180
  nChanged 1
		SP:Iteration 15Q (4566.690000 sec): 3 clusters
  Score: Raw -127276.480124 + Penalty 2318.321185 = -124958.158938
  nChanged 0
		SP:Iteration 16F (4566.690000 sec): 3 clusters
  Score: Raw -127276.480124 + Penalty 2318.321185 = -124958.158938
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4566.690000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.690000 sec): 3 clusters
  Score: Raw -66367.891046 + Penalty 2066.861507 = -64301.029539
  nChanged 159
		SP:Iteration 1F (4566.700000 sec): 3 clusters
  Score: Raw -66537.571776 + Penalty 2066.861507 = -64470.710268
  nChanged 32
		SP:Iteration 2F (4566.700000 sec): 3 clusters
  Score: Raw -66572.051425 + Penalty 2066.861507 = -64505.189918
  nChanged 11
		SP:Iteration 3Q (4566.700000 sec): 3 clusters
  Score: Raw -66591.971111 + Penalty 2066.861507 = -64525.109604
  nChanged 12
		SP:Iteration 4Q (4566.700000 sec): 3 clusters
  Score: Raw -66605.403372 + Penalty 2066.861507 = -64538.541864
  nChanged 15
		SP:Iteration 5Q (4566.700000 sec): 3 clusters
  Score: Raw -66628.098783 + Penalty 2066.861507 = -64561.237276
  nChanged 12
		SP:Iteration 6Q (4566.710000 sec): 3 clusters
  Score: Raw -66657.183859 + Penalty 2066.861507 = -64590.322351
  nChanged 9
		SP:Iteration 7Q (4566.710000 sec): 3 clusters
  Score: Raw -66671.926716 + Penalty 2066.861507 = -64605.065209
  nChanged 8
		SP:Iteration 8Q (4566.710000 sec): 3 clusters
  Score: Raw -66688.263880 + Penalty 2066.861507 = -64621.402373
  nChanged 6
		SP:Iteration 9Q (4566.710000 sec): 3 clusters
  Score: Raw -66694.833322 + Penalty 2066.861507 = -64627.971815
  nChanged 6
		SP:Iteration 10Q (4566.710000 sec): 3 clusters
  Score: Raw -66704.369413 + Penalty 2066.861507 = -64637.507906
  nChanged 6
		SP:Iteration 11Q (4566.710000 sec): 3 clusters
  Score: Raw -66710.141224 + Penalty 2066.861507 = -64643.279717
  nChanged 3
		SP:Iteration 12Q (4566.710000 sec): 3 clusters
  Score: Raw -66712.652703 + Penalty 2066.861507 = -64645.791196
  nChanged 0
		SP:Iteration 13F (4566.710000 sec): 3 clusters
  Score: Raw -66712.652703 + Penalty 2066.861507 = -64645.791196
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4566.730000 sec): 2 clusters
  Score: Raw -344458.664234 + Penalty 1309.117820 = -343149.546415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.740000 sec): 3 clusters
  Score: Raw -342921.603836 + Penalty 2618.235639 = -340303.368197
  nChanged 1212
		SP:Iteration 1F (4566.750000 sec): 3 clusters
  Score: Raw -343574.830591 + Penalty 2618.235639 = -340956.594951
  nChanged 218
		SP:Iteration 2F (4566.750000 sec): 3 clusters
  Score: Raw -343718.858932 + Penalty 2618.235639 = -341100.623293
  nChanged 165
		SP:Iteration 3F (4566.760000 sec): 3 clusters
  Score: Raw -343818.766510 + Penalty 2618.235639 = -341200.530870
  nChanged 126
		SP:Iteration 4Q (4566.770000 sec): 3 clusters
  Score: Raw -343882.820365 + Penalty 2618.235639 = -341264.584725
  nChanged 89
		SP:Iteration 5Q (4566.770000 sec): 3 clusters
  Score: Raw -343926.001676 + Penalty 2618.235639 = -341307.766036
  nChanged 73
		SP:Iteration 6Q (4566.780000 sec): 3 clusters
  Score: Raw -343973.974654 + Penalty 2618.235639 = -341355.739014
  nChanged 77
		SP:Iteration 7Q (4566.790000 sec): 3 clusters
  Score: Raw -344017.206157 + Penalty 2618.235639 = -341398.970517
  nChanged 76
		SP:Iteration 8Q (4566.800000 sec): 3 clusters
  Score: Raw -344064.949178 + Penalty 2618.235639 = -341446.713539
  nChanged 88
		SP:Iteration 9Q (4566.810000 sec): 3 clusters
  Score: Raw -344133.467505 + Penalty 2618.235639 = -341515.231866
  nChanged 88
		SP:Iteration 10Q (4566.810000 sec): 3 clusters
  Score: Raw -344196.865666 + Penalty 2618.235639 = -341578.630027
  nChanged 100
		SP:Iteration 11Q (4566.820000 sec): 3 clusters
  Score: Raw -344272.320663 + Penalty 2618.235639 = -341654.085023
  nChanged 92
		SP:Iteration 12Q (4566.830000 sec): 3 clusters
  Score: Raw -344336.314559 + Penalty 2618.235639 = -341718.078920
  nChanged 75
		SP:Iteration 13Q (4566.840000 sec): 3 clusters
  Score: Raw -344395.555322 + Penalty 2618.235639 = -341777.319682
  nChanged 75
		SP:Iteration 14Q (4566.850000 sec): 3 clusters
  Score: Raw -344457.964024 + Penalty 2618.235639 = -341839.728385
  nChanged 75
		SP:Iteration 15Q (4566.850000 sec): 3 clusters
  Score: Raw -344508.676430 + Penalty 2618.235639 = -341890.440790
  nChanged 51
		SP:Iteration 16Q (4566.860000 sec): 3 clusters
  Score: Raw -344548.331178 + Penalty 2618.235639 = -341930.095539
  nChanged 39
		SP:Iteration 17Q (4566.870000 sec): 3 clusters
  Score: Raw -344580.806581 + Penalty 2618.235639 = -341962.570941
  nChanged 36
		SP:Iteration 18Q (4566.870000 sec): 3 clusters
  Score: Raw -344608.005179 + Penalty 2618.235639 = -341989.769539
  nChanged 31
		SP:Iteration 19Q (4566.880000 sec): 3 clusters
  Score: Raw -344633.914680 + Penalty 2618.235639 = -342015.679040
  nChanged 32
		SP:Iteration 20F (4566.890000 sec): 3 clusters
  Score: Raw -344665.531578 + Penalty 2618.235639 = -342047.295939
  nChanged 22
		SP:Iteration 21Q (4566.900000 sec): 3 clusters
  Score: Raw -344689.594572 + Penalty 2618.235639 = -342071.358932
  nChanged 21
		SP:Iteration 22Q (4566.910000 sec): 3 clusters
  Score: Raw -344705.265439 + Penalty 2618.235639 = -342087.029800
  nChanged 16
		SP:Iteration 23Q (4566.910000 sec): 3 clusters
  Score: Raw -344718.492343 + Penalty 2618.235639 = -342100.256704
  nChanged 20
		SP:Iteration 24Q (4566.920000 sec): 3 clusters
  Score: Raw -344731.919652 + Penalty 2618.235639 = -342113.684012
  nChanged 12
		SP:Iteration 25Q (4566.930000 sec): 3 clusters
  Score: Raw -344740.887051 + Penalty 2618.235639 = -342122.651412
  nChanged 11
		SP:Iteration 26Q (4566.930000 sec): 3 clusters
  Score: Raw -344748.932625 + Penalty 2618.235639 = -342130.696985
  nChanged 9
		SP:Iteration 27Q (4566.940000 sec): 3 clusters
  Score: Raw -344757.155828 + Penalty 2618.235639 = -342138.920188
  nChanged 6
		SP:Iteration 28Q (4566.950000 sec): 3 clusters
  Score: Raw -344761.316430 + Penalty 2618.235639 = -342143.080790
  nChanged 3
		SP:Iteration 29Q (4566.950000 sec): 3 clusters
  Score: Raw -344763.219348 + Penalty 2618.235639 = -342144.983709
  nChanged 2
		SP:Iteration 30Q (4566.960000 sec): 3 clusters
  Score: Raw -344764.148320 + Penalty 2618.235639 = -342145.912681
  nChanged 0
		SP:Iteration 31F (4566.970000 sec): 3 clusters
  Score: Raw -344764.148320 + Penalty 2618.235639 = -342145.912681
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4566.970000 sec): 2 clusters
  Score: Raw -27164.744125 + Penalty 897.886103 = -26266.858022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.970000 sec): 3 clusters
  Score: Raw -27240.385370 + Penalty 1795.772205 = -25444.613165
  nChanged 40
		SP:Iteration 1F (4566.970000 sec): 3 clusters
  Score: Raw -27330.786716 + Penalty 1795.772205 = -25535.014511
  nChanged 11
		SP:Iteration 2Q (4566.970000 sec): 3 clusters
  Score: Raw -27357.648059 + Penalty 1795.772205 = -25561.875854
  nChanged 4
		SP:Iteration 3Q (4566.980000 sec): 3 clusters
  Score: Raw -27370.659169 + Penalty 1795.772205 = -25574.886964
  nChanged 3
		SP:Iteration 4Q (4566.980000 sec): 3 clusters
  Score: Raw -27380.953243 + Penalty 1795.772205 = -25585.181037
  nChanged 2
		SP:Iteration 5Q (4566.980000 sec): 3 clusters
  Score: Raw -27385.766198 + Penalty 1795.772205 = -25589.993992
  nChanged 2
		SP:Iteration 6Q (4566.980000 sec): 3 clusters
  Score: Raw -27393.782838 + Penalty 1795.772205 = -25598.010633
  nChanged 1
		SP:Iteration 7Q (4566.980000 sec): 3 clusters
  Score: Raw -27397.117306 + Penalty 1795.772205 = -25601.345101
  nChanged 1
		SP:Iteration 8Q (4566.980000 sec): 3 clusters
  Score: Raw -27399.108206 + Penalty 1795.772205 = -25603.336001
  nChanged 0
		SP:Iteration 9F (4566.980000 sec): 3 clusters
  Score: Raw -27399.108206 + Penalty 1795.772205 = -25603.336001
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4566.990000 sec): 2 clusters
  Score: Raw -231695.994070 + Penalty 1252.324599 = -230443.669472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4566.990000 sec): 3 clusters
  Score: Raw -230717.552307 + Penalty 2504.649197 = -228212.903110
  nChanged 817
		SP:Iteration 1F (4567.000000 sec): 3 clusters
  Score: Raw -231304.651679 + Penalty 2504.649197 = -228800.002482
  nChanged 178
		SP:Iteration 2F (4567.010000 sec): 3 clusters
  Score: Raw -231446.694227 + Penalty 2504.649197 = -228942.045030
  nChanged 117
		SP:Iteration 3F (4567.010000 sec): 3 clusters
  Score: Raw -231526.798443 + Penalty 2504.649197 = -229022.149246
  nChanged 75
		SP:Iteration 4Q (4567.020000 sec): 3 clusters
  Score: Raw -231580.019780 + Penalty 2504.649197 = -229075.370583
  nChanged 67
		SP:Iteration 5Q (4567.020000 sec): 3 clusters
  Score: Raw -231627.346958 + Penalty 2504.649197 = -229122.697761
  nChanged 63
		SP:Iteration 6Q (4567.030000 sec): 3 clusters
  Score: Raw -231674.232250 + Penalty 2504.649197 = -229169.583052
  nChanged 70
		SP:Iteration 7Q (4567.030000 sec): 3 clusters
  Score: Raw -231759.057699 + Penalty 2504.649197 = -229254.408502
  nChanged 87
		SP:Iteration 8Q (4567.030000 sec): 3 clusters
  Score: Raw -231876.467458 + Penalty 2504.649197 = -229371.818261
  nChanged 94
		SP:Iteration 9Q (4567.040000 sec): 3 clusters
  Score: Raw -232007.433979 + Penalty 2504.649197 = -229502.784782
  nChanged 84
		SP:Iteration 10Q (4567.050000 sec): 3 clusters
  Score: Raw -232128.271193 + Penalty 2504.649197 = -229623.621996
  nChanged 101
		SP:Iteration 11Q (4567.050000 sec): 3 clusters
  Score: Raw -232265.623449 + Penalty 2504.649197 = -229760.974252
  nChanged 102
		SP:Iteration 12Q (4567.060000 sec): 3 clusters
  Score: Raw -232398.609543 + Penalty 2504.649197 = -229893.960346
  nChanged 76
		SP:Iteration 13Q (4567.060000 sec): 3 clusters
  Score: Raw -232470.931516 + Penalty 2504.649197 = -229966.282319
  nChanged 53
		SP:Iteration 14Q (4567.070000 sec): 3 clusters
  Score: Raw -232522.341584 + Penalty 2504.649197 = -230017.692387
  nChanged 46
		SP:Iteration 15Q (4567.070000 sec): 3 clusters
  Score: Raw -232587.385509 + Penalty 2504.649197 = -230082.736312
  nChanged 39
		SP:Iteration 16Q (4567.080000 sec): 3 clusters
  Score: Raw -232626.710346 + Penalty 2504.649197 = -230122.061149
  nChanged 34
		SP:Iteration 17Q (4567.080000 sec): 3 clusters
  Score: Raw -232660.077234 + Penalty 2504.649197 = -230155.428037
  nChanged 32
		SP:Iteration 18Q (4567.090000 sec): 3 clusters
  Score: Raw -232687.523920 + Penalty 2504.649197 = -230182.874723
  nChanged 23
		SP:Iteration 19Q (4567.090000 sec): 3 clusters
  Score: Raw -232711.322909 + Penalty 2504.649197 = -230206.673712
  nChanged 30
		SP:Iteration 20F (4567.100000 sec): 3 clusters
  Score: Raw -232747.055369 + Penalty 2504.649197 = -230242.406172
  nChanged 29
		SP:Iteration 21Q (4567.100000 sec): 3 clusters
  Score: Raw -232788.327645 + Penalty 2504.649197 = -230283.678448
  nChanged 21
		SP:Iteration 22Q (4567.110000 sec): 3 clusters
  Score: Raw -232813.636401 + Penalty 2504.649197 = -230308.987204
  nChanged 15
		SP:Iteration 23Q (4567.110000 sec): 3 clusters
  Score: Raw -232825.192399 + Penalty 2504.649197 = -230320.543202
  nChanged 15
		SP:Iteration 24Q (4567.110000 sec): 3 clusters
  Score: Raw -232840.819739 + Penalty 2504.649197 = -230336.170542
  nChanged 14
		SP:Iteration 25Q (4567.120000 sec): 3 clusters
  Score: Raw -232848.186560 + Penalty 2504.649197 = -230343.537363
  nChanged 9
		SP:Iteration 26Q (4567.130000 sec): 3 clusters
  Score: Raw -232857.540635 + Penalty 2504.649197 = -230352.891438
  nChanged 10
		SP:Iteration 27Q (4567.130000 sec): 3 clusters
  Score: Raw -232863.712622 + Penalty 2504.649197 = -230359.063425
  nChanged 4
		SP:Iteration 28Q (4567.130000 sec): 3 clusters
  Score: Raw -232865.586654 + Penalty 2504.649197 = -230360.937457
  nChanged 4
		SP:Iteration 29Q (4567.140000 sec): 3 clusters
  Score: Raw -232867.857023 + Penalty 2504.649197 = -230363.207826
  nChanged 4
		SP:Iteration 30Q (4567.140000 sec): 3 clusters
  Score: Raw -232869.425943 + Penalty 2504.649197 = -230364.776746
  nChanged 3
		SP:Iteration 31Q (4567.150000 sec): 3 clusters
  Score: Raw -232870.055433 + Penalty 2504.649197 = -230365.406236
  nChanged 0
		SP:Iteration 32F (4567.150000 sec): 3 clusters
  Score: Raw -232870.055433 + Penalty 2504.649197 = -230365.406236
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.160000 sec): 2 clusters
  Score: Raw -161335.320357 + Penalty 1188.289943 = -160147.030413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.170000 sec): 3 clusters
  Score: Raw -160787.666733 + Penalty 2376.579887 = -158411.086846
  nChanged 496
		SP:Iteration 1F (4567.170000 sec): 3 clusters
  Score: Raw -161227.377222 + Penalty 2376.579887 = -158850.797335
  nChanged 145
		SP:Iteration 2F (4567.170000 sec): 3 clusters
  Score: Raw -161444.348427 + Penalty 2376.579887 = -159067.768540
  nChanged 114
		SP:Iteration 3F (4567.180000 sec): 3 clusters
  Score: Raw -161647.208813 + Penalty 2376.579887 = -159270.628926
  nChanged 116
		SP:Iteration 4F (4567.180000 sec): 3 clusters
  Score: Raw -161872.445849 + Penalty 2376.579887 = -159495.865962
  nChanged 99
		SP:Iteration 5F (4567.190000 sec): 3 clusters
  Score: Raw -162036.940689 + Penalty 2376.579887 = -159660.360802
  nChanged 71
		SP:Iteration 6Q (4567.190000 sec): 3 clusters
  Score: Raw -162139.760288 + Penalty 2376.579887 = -159763.180401
  nChanged 47
		SP:Iteration 7Q (4567.190000 sec): 3 clusters
  Score: Raw -162199.804560 + Penalty 2376.579887 = -159823.224673
  nChanged 33
		SP:Iteration 8Q (4567.190000 sec): 3 clusters
  Score: Raw -162244.127850 + Penalty 2376.579887 = -159867.547963
  nChanged 27
		SP:Iteration 9Q (4567.200000 sec): 3 clusters
  Score: Raw -162268.251815 + Penalty 2376.579887 = -159891.671928
  nChanged 18
		SP:Iteration 10Q (4567.200000 sec): 3 clusters
  Score: Raw -162282.657542 + Penalty 2376.579887 = -159906.077655
  nChanged 8
		SP:Iteration 11Q (4567.200000 sec): 3 clusters
  Score: Raw -162288.822987 + Penalty 2376.579887 = -159912.243100
  nChanged 6
		SP:Iteration 12Q (4567.210000 sec): 3 clusters
  Score: Raw -162291.602251 + Penalty 2376.579887 = -159915.022364
  nChanged 2
		SP:Iteration 13Q (4567.210000 sec): 3 clusters
  Score: Raw -162292.271212 + Penalty 2376.579887 = -159915.691325
  nChanged 1
		SP:Iteration 14Q (4567.210000 sec): 3 clusters
  Score: Raw -162292.453990 + Penalty 2376.579887 = -159915.874103
  nChanged 0
		SP:Iteration 15F (4567.220000 sec): 3 clusters
  Score: Raw -162292.453990 + Penalty 2376.579887 = -159915.874103
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.230000 sec): 2 clusters
  Score: Raw -47957.077975 + Penalty 993.473354 = -46963.604621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.230000 sec): 3 clusters
  Score: Raw -48164.272772 + Penalty 1986.946708 = -46177.326063
  nChanged 120
		SP:Iteration 1F (4567.230000 sec): 3 clusters
  Score: Raw -48440.918499 + Penalty 1986.946708 = -46453.971790
  nChanged 30
		SP:Iteration 2F (4567.230000 sec): 3 clusters
  Score: Raw -48525.118199 + Penalty 1986.946708 = -46538.171490
  nChanged 12
		SP:Iteration 3Q (4567.230000 sec): 3 clusters
  Score: Raw -48555.592737 + Penalty 1986.946708 = -46568.646029
  nChanged 11
		SP:Iteration 4Q (4567.240000 sec): 3 clusters
  Score: Raw -48577.293916 + Penalty 1986.946708 = -46590.347208
  nChanged 7
		SP:Iteration 5Q (4567.240000 sec): 3 clusters
  Score: Raw -48600.259738 + Penalty 1986.946708 = -46613.313030
  nChanged 8
		SP:Iteration 6Q (4567.240000 sec): 3 clusters
  Score: Raw -48620.715383 + Penalty 1986.946708 = -46633.768674
  nChanged 3
		SP:Iteration 7Q (4567.240000 sec): 3 clusters
  Score: Raw -48631.027211 + Penalty 1986.946708 = -46644.080503
  nChanged 1
		SP:Iteration 8Q (4567.240000 sec): 3 clusters
  Score: Raw -48632.016336 + Penalty 1986.946708 = -46645.069628
  nChanged 0
		SP:Iteration 9F (4567.240000 sec): 3 clusters
  Score: Raw -48632.016336 + Penalty 1986.946708 = -46645.069628
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.250000 sec): 2 clusters
  Score: Raw -193241.550048 + Penalty 1214.558281 = -192026.991767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.250000 sec): 3 clusters
  Score: Raw -192539.607011 + Penalty 2429.116562 = -190110.490449
  nChanged 615
		SP:Iteration 1F (4567.260000 sec): 3 clusters
  Score: Raw -192973.436977 + Penalty 2429.116562 = -190544.320415
  nChanged 147
		SP:Iteration 2F (4567.260000 sec): 3 clusters
  Score: Raw -193082.416119 + Penalty 2429.116562 = -190653.299557
  nChanged 79
		SP:Iteration 3Q (4567.270000 sec): 3 clusters
  Score: Raw -193153.754026 + Penalty 2429.116562 = -190724.637464
  nChanged 78
		SP:Iteration 4Q (4567.270000 sec): 3 clusters
  Score: Raw -193221.814014 + Penalty 2429.116562 = -190792.697452
  nChanged 81
		SP:Iteration 5Q (4567.280000 sec): 3 clusters
  Score: Raw -193287.165872 + Penalty 2429.116562 = -190858.049310
  nChanged 76
		SP:Iteration 6Q (4567.280000 sec): 3 clusters
  Score: Raw -193355.836335 + Penalty 2429.116562 = -190926.719773
  nChanged 64
		SP:Iteration 7Q (4567.280000 sec): 3 clusters
  Score: Raw -193414.633692 + Penalty 2429.116562 = -190985.517130
  nChanged 47
		SP:Iteration 8Q (4567.290000 sec): 3 clusters
  Score: Raw -193449.582966 + Penalty 2429.116562 = -191020.466404
  nChanged 35
		SP:Iteration 9Q (4567.290000 sec): 3 clusters
  Score: Raw -193469.582776 + Penalty 2429.116562 = -191040.466214
  nChanged 26
		SP:Iteration 10Q (4567.300000 sec): 3 clusters
  Score: Raw -193489.780293 + Penalty 2429.116562 = -191060.663730
  nChanged 23
		SP:Iteration 11Q (4567.300000 sec): 3 clusters
  Score: Raw -193507.927013 + Penalty 2429.116562 = -191078.810451
  nChanged 16
		SP:Iteration 12Q (4567.300000 sec): 3 clusters
  Score: Raw -193521.976172 + Penalty 2429.116562 = -191092.859609
  nChanged 16
		SP:Iteration 13Q (4567.310000 sec): 3 clusters
  Score: Raw -193533.119254 + Penalty 2429.116562 = -191104.002692
  nChanged 11
		SP:Iteration 14Q (4567.310000 sec): 3 clusters
  Score: Raw -193543.920553 + Penalty 2429.116562 = -191114.803991
  nChanged 12
		SP:Iteration 15Q (4567.320000 sec): 3 clusters
  Score: Raw -193551.682072 + Penalty 2429.116562 = -191122.565510
  nChanged 7
		SP:Iteration 16Q (4567.320000 sec): 3 clusters
  Score: Raw -193557.362103 + Penalty 2429.116562 = -191128.245541
  nChanged 3
		SP:Iteration 17Q (4567.330000 sec): 3 clusters
  Score: Raw -193559.910926 + Penalty 2429.116562 = -191130.794364
  nChanged 3
		SP:Iteration 18Q (4567.330000 sec): 3 clusters
  Score: Raw -193562.577772 + Penalty 2429.116562 = -191133.461210
  nChanged 2
		SP:Iteration 19Q (4567.340000 sec): 3 clusters
  Score: Raw -193563.286620 + Penalty 2429.116562 = -191134.170058
  nChanged 0
		SP:Iteration 20F (4567.340000 sec): 3 clusters
  Score: Raw -193563.286620 + Penalty 2429.116562 = -191134.170058
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (2384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.350000 sec): 2 clusters
  Score: Raw -225327.763849 + Penalty 1263.686942 = -224064.076907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.360000 sec): 3 clusters
  Score: Raw -224276.629368 + Penalty 2527.373884 = -221749.255484
  nChanged 902
		SP:Iteration 1F (4567.360000 sec): 3 clusters
  Score: Raw -225031.126261 + Penalty 2527.373884 = -222503.752377
  nChanged 260
		SP:Iteration 2F (4567.370000 sec): 3 clusters
  Score: Raw -225396.833684 + Penalty 2527.373884 = -222869.459800
  nChanged 208
		SP:Iteration 3F (4567.370000 sec): 3 clusters
  Score: Raw -225752.401332 + Penalty 2527.373884 = -223225.027448
  nChanged 186
		SP:Iteration 4F (4567.380000 sec): 3 clusters
  Score: Raw -226015.953906 + Penalty 2527.373884 = -223488.580022
  nChanged 114
		SP:Iteration 5Q (4567.380000 sec): 3 clusters
  Score: Raw -226134.381135 + Penalty 2527.373884 = -223607.007251
  nChanged 82
		SP:Iteration 6Q (4567.390000 sec): 3 clusters
  Score: Raw -226207.350299 + Penalty 2527.373884 = -223679.976415
  nChanged 57
		SP:Iteration 7Q (4567.400000 sec): 3 clusters
  Score: Raw -226245.537510 + Penalty 2527.373884 = -223718.163626
  nChanged 30
		SP:Iteration 8Q (4567.400000 sec): 3 clusters
  Score: Raw -226261.991703 + Penalty 2527.373884 = -223734.617819
  nChanged 22
		SP:Iteration 9Q (4567.410000 sec): 3 clusters
  Score: Raw -226275.296300 + Penalty 2527.373884 = -223747.922416
  nChanged 25
		SP:Iteration 10Q (4567.410000 sec): 3 clusters
  Score: Raw -226291.602225 + Penalty 2527.373884 = -223764.228340
  nChanged 27
		SP:Iteration 11Q (4567.420000 sec): 3 clusters
  Score: Raw -226305.054522 + Penalty 2527.373884 = -223777.680638
  nChanged 23
		SP:Iteration 12Q (4567.420000 sec): 3 clusters
  Score: Raw -226317.197882 + Penalty 2527.373884 = -223789.823997
  nChanged 15
		SP:Iteration 13Q (4567.430000 sec): 3 clusters
  Score: Raw -226326.729288 + Penalty 2527.373884 = -223799.355404
  nChanged 18
		SP:Iteration 14Q (4567.430000 sec): 3 clusters
  Score: Raw -226340.031048 + Penalty 2527.373884 = -223812.657164
  nChanged 13
		SP:Iteration 15Q (4567.440000 sec): 3 clusters
  Score: Raw -226345.193780 + Penalty 2527.373884 = -223817.819896
  nChanged 15
		SP:Iteration 16Q (4567.440000 sec): 3 clusters
  Score: Raw -226352.465148 + Penalty 2527.373884 = -223825.091264
  nChanged 9
		SP:Iteration 17Q (4567.450000 sec): 3 clusters
  Score: Raw -226356.467565 + Penalty 2527.373884 = -223829.093681
  nChanged 11
		SP:Iteration 18Q (4567.460000 sec): 3 clusters
  Score: Raw -226361.510513 + Penalty 2527.373884 = -223834.136629
  nChanged 9
		SP:Iteration 19Q (4567.460000 sec): 3 clusters
  Score: Raw -226365.502501 + Penalty 2527.373884 = -223838.128616
  nChanged 9
		SP:Iteration 20F (4567.470000 sec): 3 clusters
  Score: Raw -226369.495225 + Penalty 2527.373884 = -223842.121341
  nChanged 9
		SP:Iteration 21Q (4567.470000 sec): 3 clusters
  Score: Raw -226374.074392 + Penalty 2527.373884 = -223846.700508
  nChanged 9
		SP:Iteration 22Q (4567.480000 sec): 3 clusters
  Score: Raw -226378.555888 + Penalty 2527.373884 = -223851.182004
  nChanged 6
		SP:Iteration 23Q (4567.480000 sec): 3 clusters
  Score: Raw -226380.738541 + Penalty 2527.373884 = -223853.364657
  nChanged 7
		SP:Iteration 24Q (4567.490000 sec): 3 clusters
  Score: Raw -226386.424228 + Penalty 2527.373884 = -223859.050344
  nChanged 9
		SP:Iteration 25Q (4567.490000 sec): 3 clusters
  Score: Raw -226390.323704 + Penalty 2527.373884 = -223862.949820
  nChanged 6
		SP:Iteration 26Q (4567.500000 sec): 3 clusters
  Score: Raw -226392.239152 + Penalty 2527.373884 = -223864.865268
  nChanged 4
		SP:Iteration 27Q (4567.500000 sec): 3 clusters
  Score: Raw -226393.192594 + Penalty 2527.373884 = -223865.818710
  nChanged 1
		SP:Iteration 28Q (4567.510000 sec): 3 clusters
  Score: Raw -226393.649810 + Penalty 2527.373884 = -223866.275926
  nChanged 2
		SP:Iteration 29Q (4567.510000 sec): 3 clusters
  Score: Raw -226393.968160 + Penalty 2527.373884 = -223866.594276
  nChanged 0
		SP:Iteration 30F (4567.520000 sec): 3 clusters
  Score: Raw -226393.968160 + Penalty 2527.373884 = -223866.594276
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (2417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.530000 sec): 2 clusters
  Score: Raw -209567.653248 + Penalty 1265.920887 = -208301.732361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.540000 sec): 3 clusters
  Score: Raw -208857.645126 + Penalty 2531.841774 = -206325.803353
  nChanged 1021
		SP:Iteration 1F (4567.540000 sec): 3 clusters
  Score: Raw -212635.865467 + Penalty 2531.841774 = -210104.023693
  nChanged 384
		SP:Iteration 2F (4567.550000 sec): 3 clusters
  Score: Raw -215078.885823 + Penalty 2531.841774 = -212547.044050
  nChanged 167
		SP:Iteration 3F (4567.560000 sec): 3 clusters
  Score: Raw -217731.168762 + Penalty 2531.841774 = -215199.326988
  nChanged 89
		SP:Iteration 4Q (4567.560000 sec): 3 clusters
  Score: Raw -218558.826625 + Penalty 2531.841774 = -216026.984851
  nChanged 38
		SP:Iteration 5Q (4567.560000 sec): 3 clusters
  Score: Raw -218765.835803 + Penalty 2531.841774 = -216233.994029
  nChanged 16
		SP:Iteration 6Q (4567.570000 sec): 3 clusters
  Score: Raw -218897.211313 + Penalty 2531.841774 = -216365.369539
  nChanged 11
		SP:Iteration 7Q (4567.570000 sec): 3 clusters
  Score: Raw -218956.635865 + Penalty 2531.841774 = -216424.794092
  nChanged 5
		SP:Iteration 8Q (4567.580000 sec): 3 clusters
  Score: Raw -218979.612293 + Penalty 2531.841774 = -216447.770520
  nChanged 9
		SP:Iteration 9Q (4567.580000 sec): 3 clusters
  Score: Raw -219058.542076 + Penalty 2531.841774 = -216526.700302
  nChanged 7
		SP:Iteration 10Q (4567.580000 sec): 3 clusters
  Score: Raw -219182.414317 + Penalty 2531.841774 = -216650.572544
  nChanged 10
		SP:Iteration 11Q (4567.590000 sec): 3 clusters
  Score: Raw -219286.258261 + Penalty 2531.841774 = -216754.416487
  nChanged 7
		SP:Iteration 12Q (4567.590000 sec): 3 clusters
  Score: Raw -219361.894633 + Penalty 2531.841774 = -216830.052860
  nChanged 7
		SP:Iteration 13Q (4567.600000 sec): 3 clusters
  Score: Raw -219490.466725 + Penalty 2531.841774 = -216958.624952
  nChanged 7
		SP:Iteration 14Q (4567.600000 sec): 3 clusters
  Score: Raw -219923.511999 + Penalty 2531.841774 = -217391.670226
  nChanged 12
		SP:Iteration 15Q (4567.600000 sec): 3 clusters
  Score: Raw -221171.916205 + Penalty 2531.841774 = -218640.074431
  nChanged 6
		SP:Iteration 16Q (4567.610000 sec): 3 clusters
  Score: Raw -222554.054736 + Penalty 2531.841774 = -220022.212962
  nChanged 6
		SP:Iteration 17Q (4567.610000 sec): 3 clusters
  Score: Raw -222569.798085 + Penalty 2531.841774 = -220037.956312
  nChanged 3
		SP:Iteration 18Q (4567.620000 sec): 3 clusters
  Score: Raw -222573.931524 + Penalty 2531.841774 = -220042.089750
  nChanged 0
		SP:Iteration 19F (4567.620000 sec): 3 clusters
  Score: Raw -222573.931524 + Penalty 2531.841774 = -220042.089750
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (1068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.640000 sec): 2 clusters
  Score: Raw -117179.158343 + Penalty 1133.200741 = -116045.957602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.640000 sec): 3 clusters
  Score: Raw -116849.707085 + Penalty 2266.401481 = -114583.305604
  nChanged 302
		SP:Iteration 1F (4567.640000 sec): 3 clusters
  Score: Raw -117110.042345 + Penalty 2266.401481 = -114843.640864
  nChanged 66
		SP:Iteration 2F (4567.640000 sec): 3 clusters
  Score: Raw -117164.973204 + Penalty 2266.401481 = -114898.571723
  nChanged 27
		SP:Iteration 3Q (4567.640000 sec): 3 clusters
  Score: Raw -117185.705723 + Penalty 2266.401481 = -114919.304242
  nChanged 10
		SP:Iteration 4Q (4567.650000 sec): 3 clusters
  Score: Raw -117191.949749 + Penalty 2266.401481 = -114925.548268
  nChanged 10
		SP:Iteration 5Q (4567.650000 sec): 3 clusters
  Score: Raw -117201.545284 + Penalty 2266.401481 = -114935.143803
  nChanged 10
		SP:Iteration 6Q (4567.650000 sec): 3 clusters
  Score: Raw -117207.668406 + Penalty 2266.401481 = -114941.266925
  nChanged 4
		SP:Iteration 7Q (4567.660000 sec): 3 clusters
  Score: Raw -117210.602972 + Penalty 2266.401481 = -114944.201491
  nChanged 3
		SP:Iteration 8Q (4567.660000 sec): 3 clusters
  Score: Raw -117213.825109 + Penalty 2266.401481 = -114947.423628
  nChanged 9
		SP:Iteration 9Q (4567.660000 sec): 3 clusters
  Score: Raw -117219.995293 + Penalty 2266.401481 = -114953.593812
  nChanged 5
		SP:Iteration 10Q (4567.660000 sec): 3 clusters
  Score: Raw -117221.566040 + Penalty 2266.401481 = -114955.164559
  nChanged 3
		SP:Iteration 11Q (4567.670000 sec): 3 clusters
  Score: Raw -117224.960025 + Penalty 2266.401481 = -114958.558543
  nChanged 0
		SP:Iteration 12F (4567.670000 sec): 3 clusters
  Score: Raw -117224.960025 + Penalty 2266.401481 = -114958.558543
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.670000 sec): 2 clusters
  Score: Raw -13634.898358 + Penalty 803.016894 = -12831.881464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.680000 sec): 3 clusters
  Score: Raw -13787.298629 + Penalty 1606.033787 = -12181.264842
  nChanged 13
		SP:Iteration 1F (4567.680000 sec): 3 clusters
  Score: Raw -13840.784541 + Penalty 1606.033787 = -12234.750754
  nChanged 2
		SP:Iteration 2Q (4567.680000 sec): 3 clusters
  Score: Raw -13844.513116 + Penalty 1606.033787 = -12238.479329
  nChanged 0
		SP:Iteration 3F (4567.680000 sec): 3 clusters
  Score: Raw -13844.513116 + Penalty 1606.033787 = -12238.479329
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 81 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4567.690000 sec): 2 clusters
  Score: Raw -226240.099699 + Penalty 1260.312165 = -224979.787534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4567.690000 sec): 3 clusters
  Score: Raw -225261.083953 + Penalty 2520.624330 = -222740.459622
  nChanged 809
		SP:Iteration 1F (4567.700000 sec): 3 clusters
  Score: Raw -225878.140462 + Penalty 2520.624330 = -223357.516132
  nChanged 212
		SP:Iteration 2F (4567.700000 sec): 3 clusters
  Score: Raw -226095.410281 + Penalty 2520.624330 = -223574.785951
  nChanged 154
		SP:Iteration 3F (4567.710000 sec): 3 clusters
  Score: Raw -226240.567868 + Penalty 2520.624330 = -223719.943538
  nChanged 109
		SP:Iteration 4Q (4567.720000 sec): 3 clusters
  Score: Raw -226340.649372 + Penalty 2520.624330 = -223820.025042
  nChanged 86
		SP:Iteration 5Q (4567.720000 sec): 3 clusters
  Score: Raw -226411.811347 + Penalty 2520.624330 = -223891.187017
  nChanged 73
		SP:Iteration 6Q (4567.730000 sec): 3 clusters
  Score: Raw -226465.877061 + Penalty 2520.624330 = -223945.252731
  nChanged 55
		SP:Iteration 7Q (4567.730000 sec): 3 clusters
  Score: Raw -226501.824785 + Penalty 2520.624330 = -223981.200455
  nChanged 47
		SP:Iteration 8Q (4567.740000 sec): 3 clusters
  Score: Raw -226534.169659 + Penalty 2520.624330 = -224013.545329
  nChanged 41
		SP:Iteration 9Q (4567.740000 sec): 3 clusters
  Score: Raw -226571.913400 + Penalty 2520.624330 = -224051.289070
  nChanged 41
		SP:Iteration 10Q (4567.750000 sec): 3 clusters
  Score: Raw -226599.979088 + Penalty 2520.624330 = -224079.354758
  nChanged 38
		SP:Iteration 11Q (4567.750000 sec): 3 clusters
  Score: Raw -226621.342110 + Penalty 2520.624330 = -224100.717780
  nChanged 32
		SP:Iteration 12Q (4567.760000 sec): 3 clusters
  Score: Raw -226647.803854 + Penalty 2520.624330 = -224127.179524
  nChanged 41
		SP:Iteration 13Q (4567.760000 sec): 3 clusters
  Score: Raw -226687.779935 + Penalty 2520.624330 = -224167.155605
  nChanged 50
		SP:Iteration 14Q (4567.770000 sec): 3 clusters
  Score: Raw -226737.144501 + Penalty 2520.624330 = -224216.520170
  nChanged 63
		SP:Iteration 15Q (4567.780000 sec): 3 clusters
  Score: Raw -226789.792793 + Penalty 2520.624330 = -224269.168463
  nChanged 46
		SP:Iteration 16Q (4567.780000 sec): 3 clusters
  Score: Raw -226836.840288 + Penalty 2520.624330 = -224316.215958
  nChanged 47
		SP:Iteration 17Q (4567.790000 sec): 3 clusters
  Score: Raw -226893.823957 + Penalty 2520.624330 = -224373.199627
  nChanged 44
		SP:Iteration 18Q (4567.790000 sec): 3 clusters
  Score: Raw -226941.287998 + Penalty 2520.624330 = -224420.663668
  nChanged 36
		SP:Iteration 19Q (4567.800000 sec): 3 clusters
  Score: Raw -226977.216682 + Penalty 2520.624330 = -224456.592352
  nChanged 28
		SP:Iteration 20F (4567.800000 sec): 3 clusters
  Score: Raw -227008.193081 + Penalty 2520.624330 = -224487.568750
  nChanged 29
		SP:Iteration 21Q (4567.810000 sec): 3 clusters
  Score: Raw -227038.686352 + Penalty 2520.624330 = -224518.062022
  nChanged 19
		SP:Iteration 22Q (4567.810000 sec): 3 clusters
  Score: Raw -227058.210750 + Penalty 2520.624330 = -224537.586420
  nChanged 23
		SP:Iteration 23Q (4567.820000 sec): 3 clusters
  Score: Raw -227081.513483 + Penalty 2520.624330 = -224560.889152
  nChanged 14
		SP:Iteration 24Q (4567.820000 sec): 3 clusters
  Score: Raw -227098.810959 + Penalty 2520.624330 = -224578.186628
  nChanged 14
		SP:Iteration 25Q (4567.830000 sec): 3 clusters
  Score: Raw -227109.429607 + Penalty 2520.624330 = -224588.805276
  nChanged 7
		SP:Iteration 26Q (4567.830000 sec): 3 clusters
  Score: Raw -227113.400385 + Penalty 2520.624330 = -224592.776055
  nChanged 6
		SP:Iteration 27Q (4567.840000 sec): 3 clusters
  Score: Raw -227116.557060 + Penalty 2520.624330 = -224595.932729
  nChanged 4
		SP:Iteration 28Q (4567.840000 sec): 3 clusters
  Score: Raw -227117.792671 + Penalty 2520.624330 = -224597.168340
  nChanged 2
		SP:Iteration 29Q (4567.850000 sec): 3 clusters
  Score: Raw -227118.656786 + Penalty 2520.624330 = -224598.032456
  nChanged 3
		SP:Iteration 30Q (4567.850000 sec): 3 clusters
  Score: Raw -227120.488047 + Penalty 2520.624330 = -224599.863716
  nChanged 2
		SP:Iteration 31Q (4567.860000 sec): 3 clusters
  Score: Raw -227122.509556 + Penalty 2520.624330 = -224601.885225
  nChanged 1
		SP:Iteration 32Q (4567.860000 sec): 3 clusters
  Score: Raw -227123.044891 + Penalty 2520.624330 = -224602.420561
  nChanged 1
		SP:Iteration 33Q (4567.860000 sec): 3 clusters
  Score: Raw -227123.342620 + Penalty 2520.624330 = -224602.718290
  nChanged 0
		SP:Iteration 34F (4567.870000 sec): 3 clusters
  Score: Raw -227123.342620 + Penalty 2520.624330 = -224602.718290
  nChanged 0
Iteration 219Q (4579.850000 sec): 84 clusters
  Score: Raw -174129661.249783 + Penalty 192276.181849 = -173937385.067934
  nChanged 1871
Iteration 220F (4693.530000 sec): 84 clusters
  Score: Raw -174132315.153431 + Penalty 192276.181849 = -173940038.971582
  nChanged 1172
Iteration 221Q (4705.300000 sec): 84 clusters
  Score: Raw -174132505.966822 + Penalty 192276.181849 = -173940229.784973
  nChanged 707
Iteration 222Q (4717.150000 sec): 84 clusters
  Score: Raw -174132589.605697 + Penalty 192276.181849 = -173940313.423848
  nChanged 504
Iteration 223Q (4729.050000 sec): 84 clusters
  Score: Raw -174132646.074229 + Penalty 192276.181849 = -173940369.892380
  nChanged 412
Iteration 224Q (4740.950000 sec): 84 clusters
  Score: Raw -174132689.473804 + Penalty 192276.181849 = -173940413.291955
  nChanged 336
Iteration 225Q (4752.850000 sec): 84 clusters
  Score: Raw -174132719.866491 + Penalty 192276.181849 = -173940443.684642
  nChanged 295
Iteration 226Q (4764.720000 sec): 84 clusters
  Score: Raw -174132746.645059 + Penalty 192276.181849 = -173940470.463210
  nChanged 236
Iteration 227Q (4776.710000 sec): 84 clusters
  Score: Raw -174132766.118493 + Penalty 192276.181849 = -173940489.936644
  nChanged 217
Iteration 228Q (4788.640000 sec): 84 clusters
  Score: Raw -174132783.579189 + Penalty 192276.181849 = -173940507.397340
  nChanged 157
Iteration 229Q (4800.590000 sec): 84 clusters
  Score: Raw -174132796.000150 + Penalty 192276.181849 = -173940519.818301
  nChanged 162
Iteration 230Q (4812.410000 sec): 84 clusters
  Score: Raw -174132807.299687 + Penalty 192276.181849 = -173940531.117838
  nChanged 143
Iteration 231Q (4824.240000 sec): 84 clusters
  Score: Raw -174132818.027442 + Penalty 192276.181849 = -173940541.845593
  nChanged 114
Iteration 232Q (4836.040000 sec): 84 clusters
  Score: Raw -174132824.586404 + Penalty 192276.181849 = -173940548.404555
  nChanged 91
Iteration 233Q (4847.920000 sec): 84 clusters
  Score: Raw -174132832.495132 + Penalty 192276.181849 = -173940556.313283
  nChanged 91
Iteration 234Q (4859.710000 sec): 84 clusters
  Score: Raw -174132841.236950 + Penalty 192276.181849 = -173940565.055101
  nChanged 80
Iteration 235Q (4871.380000 sec): 84 clusters
  Score: Raw -174132846.758226 + Penalty 192276.181849 = -173940570.576377
  nChanged 76
Iteration 236Q (4883.030000 sec): 84 clusters
  Score: Raw -174132850.448877 + Penalty 192276.181849 = -173940574.267028
  nChanged 79
Iteration 237Q (4894.790000 sec): 84 clusters
  Score: Raw -174132854.039492 + Penalty 192276.181849 = -173940577.857643
  nChanged 66
Iteration 238Q (4906.520000 sec): 84 clusters
  Score: Raw -174132857.019475 + Penalty 192276.181849 = -173940580.837626
  nChanged 63
Iteration 239Q (4918.340000 sec): 84 clusters
  Score: Raw -174132860.028942 + Penalty 192276.181849 = -173940583.847093
  nChanged 48
Iteration 240F (5032.190000 sec): 84 clusters
  Score: Raw -174132862.043985 + Penalty 192276.181849 = -173940585.862136
  nChanged 35
Iteration 241Q (5044.120000 sec): 84 clusters
  Score: Raw -174132864.244821 + Penalty 192276.181849 = -173940588.062972
  nChanged 37
Iteration 242Q (5056.020000 sec): 84 clusters
  Score: Raw -174132866.116275 + Penalty 192276.181849 = -173940589.934426
  nChanged 31
Iteration 243Q (5067.850000 sec): 84 clusters
  Score: Raw -174132867.513921 + Penalty 192276.181849 = -173940591.332072
  nChanged 22
Iteration 244Q (5079.670000 sec): 84 clusters
  Score: Raw -174132868.380512 + Penalty 192276.181849 = -173940592.198663
  nChanged 21
Iteration 245Q (5091.440000 sec): 84 clusters
  Score: Raw -174132869.224774 + Penalty 192276.181849 = -173940593.042925
  nChanged 22
Iteration 246Q (5103.290000 sec): 84 clusters
  Score: Raw -174132870.134704 + Penalty 192276.181849 = -173940593.952855
  nChanged 26
Iteration 247Q (5115.130000 sec): 84 clusters
  Score: Raw -174132871.450280 + Penalty 192276.181849 = -173940595.268431
  nChanged 14
Iteration 248Q (5126.940000 sec): 84 clusters
  Score: Raw -174132872.037489 + Penalty 192276.181849 = -173940595.855640
  nChanged 20
Iteration 249Q (5138.710000 sec): 84 clusters
  Score: Raw -174132872.792388 + Penalty 192276.181849 = -173940596.610539
  nChanged 24
Iteration 250Q (5150.400000 sec): 84 clusters
  Score: Raw -174132874.069572 + Penalty 192276.181849 = -173940597.887723
  nChanged 19
Iteration 251Q (5162.210000 sec): 84 clusters
  Score: Raw -174132875.084538 + Penalty 192276.181849 = -173940598.902689
  nChanged 25
Iteration 252Q (5173.910000 sec): 84 clusters
  Score: Raw -174132876.301465 + Penalty 192276.181849 = -173940600.119616
  nChanged 21
Iteration 253Q (5185.680000 sec): 84 clusters
  Score: Raw -174132877.434287 + Penalty 192276.181849 = -173940601.252438
  nChanged 30
Iteration 254Q (5197.660000 sec): 84 clusters
  Score: Raw -174132878.790902 + Penalty 192276.181849 = -173940602.609053
  nChanged 33
Iteration 255Q (5209.450000 sec): 84 clusters
  Score: Raw -174132880.027750 + Penalty 192276.181849 = -173940603.845901
  nChanged 37
Iteration 256Q (5221.250000 sec): 84 clusters
  Score: Raw -174132881.393078 + Penalty 192276.181849 = -173940605.211229
  nChanged 40
Iteration 257Q (5232.960000 sec): 84 clusters
  Score: Raw -174132882.680442 + Penalty 192276.181849 = -173940606.498593
  nChanged 34
Iteration 258Q (5244.780000 sec): 84 clusters
  Score: Raw -174132883.616992 + Penalty 192276.181849 = -173940607.435143
  nChanged 23
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -174132883.616992 + Penalty 192276.181849 = -173940607.435143
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5245.080000 sec): 2 clusters
  Score: Raw -3165477.099732 + Penalty 1657.595491 = -3163819.504241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5245.150000 sec): 3 clusters
  Score: Raw -3148946.471568 + Penalty 3315.190982 = -3145631.280586
  nChanged 12398
		SP:Iteration 1F (5245.220000 sec): 3 clusters
  Score: Raw -3155917.767607 + Penalty 3315.190982 = -3152602.576625
  nChanged 1365
		SP:Iteration 2F (5245.300000 sec): 3 clusters
  Score: Raw -3156489.525149 + Penalty 3315.190982 = -3153174.334168
  nChanged 1451
		SP:Iteration 3F (5245.370000 sec): 3 clusters
  Score: Raw -3157165.188205 + Penalty 3315.190982 = -3153849.997223
  nChanged 1542
		SP:Iteration 4F (5245.440000 sec): 3 clusters
  Score: Raw -3157966.721112 + Penalty 3315.190982 = -3154651.530130
  nChanged 1539
		SP:Iteration 5F (5245.510000 sec): 3 clusters
  Score: Raw -3158867.919468 + Penalty 3315.190982 = -3155552.728486
  nChanged 1512
		SP:Iteration 6F (5245.580000 sec): 3 clusters
  Score: Raw -3159844.479280 + Penalty 3315.190982 = -3156529.288298
  nChanged 1395
		SP:Iteration 7F (5245.660000 sec): 3 clusters
  Score: Raw -3160861.433570 + Penalty 3315.190982 = -3157546.242588
  nChanged 1287
		SP:Iteration 8Q (5245.730000 sec): 3 clusters
  Score: Raw -3161859.559547 + Penalty 3315.190982 = -3158544.368565
  nChanged 1024
		SP:Iteration 9Q (5245.800000 sec): 3 clusters
  Score: Raw -3162594.509987 + Penalty 3315.190982 = -3159279.319005
  nChanged 820
		SP:Iteration 10Q (5245.870000 sec): 3 clusters
  Score: Raw -3163111.343781 + Penalty 3315.190982 = -3159796.152800
  nChanged 654
		SP:Iteration 11Q (5245.940000 sec): 3 clusters
  Score: Raw -3163482.793129 + Penalty 3315.190982 = -3160167.602148
  nChanged 557
		SP:Iteration 12Q (5246.000000 sec): 3 clusters
  Score: Raw -3163805.489908 + Penalty 3315.190982 = -3160490.298926
  nChanged 518
		SP:Iteration 13Q (5246.060000 sec): 3 clusters
  Score: Raw -3164115.728561 + Penalty 3315.190982 = -3160800.537579
  nChanged 448
		SP:Iteration 14Q (5246.120000 sec): 3 clusters
  Score: Raw -3164385.362348 + Penalty 3315.190982 = -3161070.171366
  nChanged 391
		SP:Iteration 15Q (5246.180000 sec): 3 clusters
  Score: Raw -3164659.806558 + Penalty 3315.190982 = -3161344.615576
  nChanged 377
		SP:Iteration 16Q (5246.240000 sec): 3 clusters
  Score: Raw -3164947.323384 + Penalty 3315.190982 = -3161632.132402
  nChanged 326
		SP:Iteration 17Q (5246.300000 sec): 3 clusters
  Score: Raw -3165204.293932 + Penalty 3315.190982 = -3161889.102951
  nChanged 258
		SP:Iteration 18Q (5246.360000 sec): 3 clusters
  Score: Raw -3165395.370126 + Penalty 3315.190982 = -3162080.179145
  nChanged 215
		SP:Iteration 19Q (5246.420000 sec): 3 clusters
  Score: Raw -3165564.999373 + Penalty 3315.190982 = -3162249.808391
  nChanged 195
		SP:Iteration 20F (5246.480000 sec): 3 clusters
  Score: Raw -3165704.576048 + Penalty 3315.190982 = -3162389.385066
  nChanged 135
		SP:Iteration 21Q (5246.540000 sec): 3 clusters
  Score: Raw -3165792.822460 + Penalty 3315.190982 = -3162477.631478
  nChanged 95
		SP:Iteration 22Q (5246.600000 sec): 3 clusters
  Score: Raw -3165857.774348 + Penalty 3315.190982 = -3162542.583366
  nChanged 83
		SP:Iteration 23Q (5246.650000 sec): 3 clusters
  Score: Raw -3165910.148122 + Penalty 3315.190982 = -3162594.957140
  nChanged 82
		SP:Iteration 24Q (5246.700000 sec): 3 clusters
  Score: Raw -3165958.963801 + Penalty 3315.190982 = -3162643.772820
  nChanged 69
		SP:Iteration 25Q (5246.750000 sec): 3 clusters
  Score: Raw -3165998.671107 + Penalty 3315.190982 = -3162683.480125
  nChanged 56
		SP:Iteration 26Q (5246.800000 sec): 3 clusters
  Score: Raw -3166039.549746 + Penalty 3315.190982 = -3162724.358764
  nChanged 66
		SP:Iteration 27Q (5246.860000 sec): 3 clusters
  Score: Raw -3166111.789090 + Penalty 3315.190982 = -3162796.598108
  nChanged 74
		SP:Iteration 28Q (5246.910000 sec): 3 clusters
  Score: Raw -3166192.365093 + Penalty 3315.190982 = -3162877.174111
  nChanged 63
		SP:Iteration 29Q (5246.960000 sec): 3 clusters
  Score: Raw -3166260.005023 + Penalty 3315.190982 = -3162944.814041
  nChanged 54
		SP:Iteration 30Q (5247.010000 sec): 3 clusters
  Score: Raw -3166310.493608 + Penalty 3315.190982 = -3162995.302627
  nChanged 52
		SP:Iteration 31Q (5247.060000 sec): 3 clusters
  Score: Raw -3166356.219402 + Penalty 3315.190982 = -3163041.028420
  nChanged 38
		SP:Iteration 32Q (5247.110000 sec): 3 clusters
  Score: Raw -3166380.157355 + Penalty 3315.190982 = -3163064.966373
  nChanged 25
		SP:Iteration 33Q (5247.160000 sec): 3 clusters
  Score: Raw -3166398.015627 + Penalty 3315.190982 = -3163082.824645
  nChanged 24
		SP:Iteration 34Q (5247.210000 sec): 3 clusters
  Score: Raw -3166413.035296 + Penalty 3315.190982 = -3163097.844314
  nChanged 22
		SP:Iteration 35Q (5247.260000 sec): 3 clusters
  Score: Raw -3166428.711078 + Penalty 3315.190982 = -3163113.520096
  nChanged 21
		SP:Iteration 36Q (5247.310000 sec): 3 clusters
  Score: Raw -3166443.498981 + Penalty 3315.190982 = -3163128.308000
  nChanged 16
		SP:Iteration 37Q (5247.360000 sec): 3 clusters
  Score: Raw -3166454.815046 + Penalty 3315.190982 = -3163139.624064
  nChanged 13
		SP:Iteration 38Q (5247.410000 sec): 3 clusters
  Score: Raw -3166462.283663 + Penalty 3315.190982 = -3163147.092681
  nChanged 9
		SP:Iteration 39Q (5247.460000 sec): 3 clusters
  Score: Raw -3166467.788230 + Penalty 3315.190982 = -3163152.597248
  nChanged 10
		SP:Iteration 40F (5247.530000 sec): 3 clusters
  Score: Raw -3166471.985442 + Penalty 3315.190982 = -3163156.794460
  nChanged 6
		SP:Iteration 41Q (5247.580000 sec): 3 clusters
  Score: Raw -3166474.955639 + Penalty 3315.190982 = -3163159.764658
  nChanged 2
		SP:Iteration 42Q (5247.630000 sec): 3 clusters
  Score: Raw -3166476.153125 + Penalty 3315.190982 = -3163160.962144
  nChanged 3
		SP:Iteration 43Q (5247.680000 sec): 3 clusters
  Score: Raw -3166477.487316 + Penalty 3315.190982 = -3163162.296335
  nChanged 0
		SP:Iteration 44F (5247.750000 sec): 3 clusters
  Score: Raw -3166477.487316 + Penalty 3315.190982 = -3163162.296335
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5247.780000 sec): 2 clusters
  Score: Raw -1108137.955253 + Penalty 1484.204688 = -1106653.750565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5247.810000 sec): 3 clusters
  Score: Raw -1102940.114184 + Penalty 2968.409377 = -1099971.704808
  nChanged 3936
		SP:Iteration 1F (5247.830000 sec): 3 clusters
  Score: Raw -1105112.257971 + Penalty 2968.409377 = -1102143.848594
  nChanged 646
		SP:Iteration 2F (5247.850000 sec): 3 clusters
  Score: Raw -1105521.654698 + Penalty 2968.409377 = -1102553.245321
  nChanged 605
		SP:Iteration 3F (5247.880000 sec): 3 clusters
  Score: Raw -1105917.336661 + Penalty 2968.409377 = -1102948.927284
  nChanged 564
		SP:Iteration 4F (5247.900000 sec): 3 clusters
  Score: Raw -1106242.528017 + Penalty 2968.409377 = -1103274.118641
  nChanged 561
		SP:Iteration 5F (5247.920000 sec): 3 clusters
  Score: Raw -1106568.769166 + Penalty 2968.409377 = -1103600.359789
  nChanged 523
		SP:Iteration 6F (5247.950000 sec): 3 clusters
  Score: Raw -1106894.830346 + Penalty 2968.409377 = -1103926.420969
  nChanged 482
		SP:Iteration 7F (5247.970000 sec): 3 clusters
  Score: Raw -1107206.429895 + Penalty 2968.409377 = -1104238.020519
  nChanged 450
		SP:Iteration 8Q (5247.990000 sec): 3 clusters
  Score: Raw -1107530.954417 + Penalty 2968.409377 = -1104562.545040
  nChanged 427
		SP:Iteration 9Q (5248.020000 sec): 3 clusters
  Score: Raw -1107834.261757 + Penalty 2968.409377 = -1104865.852380
  nChanged 369
		SP:Iteration 10Q (5248.040000 sec): 3 clusters
  Score: Raw -1108101.483414 + Penalty 2968.409377 = -1105133.074037
  nChanged 307
		SP:Iteration 11Q (5248.060000 sec): 3 clusters
  Score: Raw -1108319.441265 + Penalty 2968.409377 = -1105351.031888
  nChanged 208
		SP:Iteration 12Q (5248.080000 sec): 3 clusters
  Score: Raw -1108449.455990 + Penalty 2968.409377 = -1105481.046613
  nChanged 168
		SP:Iteration 13Q (5248.110000 sec): 3 clusters
  Score: Raw -1108562.509087 + Penalty 2968.409377 = -1105594.099710
  nChanged 111
		SP:Iteration 14Q (5248.130000 sec): 3 clusters
  Score: Raw -1108625.068063 + Penalty 2968.409377 = -1105656.658686
  nChanged 77
		SP:Iteration 15Q (5248.150000 sec): 3 clusters
  Score: Raw -1108681.559997 + Penalty 2968.409377 = -1105713.150620
  nChanged 61
		SP:Iteration 16Q (5248.170000 sec): 3 clusters
  Score: Raw -1108731.991865 + Penalty 2968.409377 = -1105763.582488
  nChanged 42
		SP:Iteration 17Q (5248.190000 sec): 3 clusters
  Score: Raw -1108774.162877 + Penalty 2968.409377 = -1105805.753500
  nChanged 36
		SP:Iteration 18Q (5248.210000 sec): 3 clusters
  Score: Raw -1108810.764983 + Penalty 2968.409377 = -1105842.355606
  nChanged 24
		SP:Iteration 19Q (5248.230000 sec): 3 clusters
  Score: Raw -1108835.039424 + Penalty 2968.409377 = -1105866.630048
  nChanged 18
		SP:Iteration 20F (5248.260000 sec): 3 clusters
  Score: Raw -1108849.301527 + Penalty 2968.409377 = -1105880.892150
  nChanged 11
		SP:Iteration 21Q (5248.280000 sec): 3 clusters
  Score: Raw -1108854.634935 + Penalty 2968.409377 = -1105886.225558
  nChanged 6
		SP:Iteration 22Q (5248.300000 sec): 3 clusters
  Score: Raw -1108858.583428 + Penalty 2968.409377 = -1105890.174051
  nChanged 6
		SP:Iteration 23Q (5248.320000 sec): 3 clusters
  Score: Raw -1108861.881092 + Penalty 2968.409377 = -1105893.471715
  nChanged 5
		SP:Iteration 24Q (5248.330000 sec): 3 clusters
  Score: Raw -1108865.359324 + Penalty 2968.409377 = -1105896.949948
  nChanged 4
		SP:Iteration 25Q (5248.350000 sec): 3 clusters
  Score: Raw -1108867.983339 + Penalty 2968.409377 = -1105899.573962
  nChanged 6
		SP:Iteration 26Q (5248.370000 sec): 3 clusters
  Score: Raw -1108871.790727 + Penalty 2968.409377 = -1105903.381350
  nChanged 5
		SP:Iteration 27Q (5248.390000 sec): 3 clusters
  Score: Raw -1108875.018353 + Penalty 2968.409377 = -1105906.608976
  nChanged 4
		SP:Iteration 28Q (5248.410000 sec): 3 clusters
  Score: Raw -1108877.223846 + Penalty 2968.409377 = -1105908.814469
  nChanged 1
		SP:Iteration 29Q (5248.430000 sec): 3 clusters
  Score: Raw -1108877.708362 + Penalty 2968.409377 = -1105909.298985
  nChanged 0
		SP:Iteration 30F (5248.450000 sec): 3 clusters
  Score: Raw -1108877.708362 + Penalty 2968.409377 = -1105909.298985
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5248.480000 sec): 2 clusters
  Score: Raw -971807.131730 + Penalty 1468.018683 = -970339.113047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5248.500000 sec): 3 clusters
  Score: Raw -967204.534295 + Penalty 2936.037366 = -964268.496930
  nChanged 3567
		SP:Iteration 1F (5248.520000 sec): 3 clusters
  Score: Raw -969192.147189 + Penalty 2936.037366 = -966256.109823
  nChanged 580
		SP:Iteration 2F (5248.540000 sec): 3 clusters
  Score: Raw -969493.881350 + Penalty 2936.037366 = -966557.843984
  nChanged 492
		SP:Iteration 3F (5248.560000 sec): 3 clusters
  Score: Raw -969754.913289 + Penalty 2936.037366 = -966818.875924
  nChanged 441
		SP:Iteration 4F (5248.580000 sec): 3 clusters
  Score: Raw -969989.814249 + Penalty 2936.037366 = -967053.776883
  nChanged 405
		SP:Iteration 5Q (5248.600000 sec): 3 clusters
  Score: Raw -970210.221738 + Penalty 2936.037366 = -967274.184373
  nChanged 390
		SP:Iteration 6Q (5248.630000 sec): 3 clusters
  Score: Raw -970433.972188 + Penalty 2936.037366 = -967497.934822
  nChanged 383
		SP:Iteration 7Q (5248.640000 sec): 3 clusters
  Score: Raw -970660.807568 + Penalty 2936.037366 = -967724.770203
  nChanged 336
		SP:Iteration 8Q (5248.660000 sec): 3 clusters
  Score: Raw -970844.871551 + Penalty 2936.037366 = -967908.834185
  nChanged 293
		SP:Iteration 9Q (5248.680000 sec): 3 clusters
  Score: Raw -970988.264912 + Penalty 2936.037366 = -968052.227547
  nChanged 241
		SP:Iteration 10Q (5248.710000 sec): 3 clusters
  Score: Raw -971099.945746 + Penalty 2936.037366 = -968163.908380
  nChanged 195
		SP:Iteration 11Q (5248.730000 sec): 3 clusters
  Score: Raw -971191.978810 + Penalty 2936.037366 = -968255.941445
  nChanged 180
		SP:Iteration 12Q (5248.750000 sec): 3 clusters
  Score: Raw -971271.952057 + Penalty 2936.037366 = -968335.914691
  nChanged 158
		SP:Iteration 13Q (5248.770000 sec): 3 clusters
  Score: Raw -971346.643175 + Penalty 2936.037366 = -968410.605810
  nChanged 139
		SP:Iteration 14Q (5248.790000 sec): 3 clusters
  Score: Raw -971417.101770 + Penalty 2936.037366 = -968481.064404
  nChanged 141
		SP:Iteration 15Q (5248.810000 sec): 3 clusters
  Score: Raw -971480.539333 + Penalty 2936.037366 = -968544.501968
  nChanged 110
		SP:Iteration 16Q (5248.830000 sec): 3 clusters
  Score: Raw -971531.050687 + Penalty 2936.037366 = -968595.013321
  nChanged 103
		SP:Iteration 17Q (5248.850000 sec): 3 clusters
  Score: Raw -971580.822688 + Penalty 2936.037366 = -968644.785323
  nChanged 90
		SP:Iteration 18Q (5248.880000 sec): 3 clusters
  Score: Raw -971627.585677 + Penalty 2936.037366 = -968691.548312
  nChanged 93
		SP:Iteration 19Q (5248.900000 sec): 3 clusters
  Score: Raw -971682.421251 + Penalty 2936.037366 = -968746.383886
  nChanged 86
		SP:Iteration 20F (5248.920000 sec): 3 clusters
  Score: Raw -971728.731815 + Penalty 2936.037366 = -968792.694449
  nChanged 71
		SP:Iteration 21Q (5248.940000 sec): 3 clusters
  Score: Raw -971768.765280 + Penalty 2936.037366 = -968832.727914
  nChanged 60
		SP:Iteration 22Q (5248.960000 sec): 3 clusters
  Score: Raw -971808.963961 + Penalty 2936.037366 = -968872.926595
  nChanged 57
		SP:Iteration 23Q (5248.980000 sec): 3 clusters
  Score: Raw -971845.493231 + Penalty 2936.037366 = -968909.455865
  nChanged 45
		SP:Iteration 24Q (5249.000000 sec): 3 clusters
  Score: Raw -971875.344034 + Penalty 2936.037366 = -968939.306669
  nChanged 32
		SP:Iteration 25Q (5249.020000 sec): 3 clusters
  Score: Raw -971892.549303 + Penalty 2936.037366 = -968956.511937
  nChanged 22
		SP:Iteration 26Q (5249.040000 sec): 3 clusters
  Score: Raw -971904.794188 + Penalty 2936.037366 = -968968.756822
  nChanged 22
		SP:Iteration 27Q (5249.060000 sec): 3 clusters
  Score: Raw -971919.902262 + Penalty 2936.037366 = -968983.864897
  nChanged 21
		SP:Iteration 28Q (5249.080000 sec): 3 clusters
  Score: Raw -971936.534464 + Penalty 2936.037366 = -969000.497098
  nChanged 19
		SP:Iteration 29Q (5249.100000 sec): 3 clusters
  Score: Raw -971950.510436 + Penalty 2936.037366 = -969014.473071
  nChanged 18
		SP:Iteration 30Q (5249.120000 sec): 3 clusters
  Score: Raw -971961.384053 + Penalty 2936.037366 = -969025.346687
  nChanged 15
		SP:Iteration 31Q (5249.130000 sec): 3 clusters
  Score: Raw -971972.890115 + Penalty 2936.037366 = -969036.852749
  nChanged 16
		SP:Iteration 32Q (5249.150000 sec): 3 clusters
  Score: Raw -971985.034763 + Penalty 2936.037366 = -969048.997397
  nChanged 15
		SP:Iteration 33Q (5249.170000 sec): 3 clusters
  Score: Raw -971994.485103 + Penalty 2936.037366 = -969058.447737
  nChanged 14
		SP:Iteration 34Q (5249.190000 sec): 3 clusters
  Score: Raw -972001.867298 + Penalty 2936.037366 = -969065.829932
  nChanged 9
		SP:Iteration 35Q (5249.210000 sec): 3 clusters
  Score: Raw -972007.153576 + Penalty 2936.037366 = -969071.116211
  nChanged 9
		SP:Iteration 36Q (5249.230000 sec): 3 clusters
  Score: Raw -972013.320706 + Penalty 2936.037366 = -969077.283340
  nChanged 7
		SP:Iteration 37Q (5249.240000 sec): 3 clusters
  Score: Raw -972019.938979 + Penalty 2936.037366 = -969083.901613
  nChanged 6
		SP:Iteration 38Q (5249.260000 sec): 3 clusters
  Score: Raw -972024.225865 + Penalty 2936.037366 = -969088.188500
  nChanged 1
		SP:Iteration 39Q (5249.280000 sec): 3 clusters
  Score: Raw -972024.803262 + Penalty 2936.037366 = -969088.765897
  nChanged 1
		SP:Iteration 40F (5249.300000 sec): 3 clusters
  Score: Raw -972025.209839 + Penalty 2936.037366 = -969089.172474
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (41984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5249.430000 sec): 2 clusters
  Score: Raw -4806136.229491 + Penalty 1729.819629 = -4804406.409862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5249.540000 sec): 3 clusters
  Score: Raw -4779809.338621 + Penalty 3459.639258 = -4776349.699362
  nChanged 19604
		SP:Iteration 1F (5249.650000 sec): 3 clusters
  Score: Raw -4791020.044966 + Penalty 3459.639258 = -4787560.405707
  nChanged 1964
		SP:Iteration 2Q (5249.770000 sec): 3 clusters
  Score: Raw -4791709.118895 + Penalty 3459.639258 = -4788249.479637
  nChanged 2082
		SP:Iteration 3Q (5249.880000 sec): 3 clusters
  Score: Raw -4792528.947002 + Penalty 3459.639258 = -4789069.307743
  nChanged 2254
		SP:Iteration 4F (5250.000000 sec): 3 clusters
  Score: Raw -4793519.630601 + Penalty 3459.639258 = -4790059.991342
  nChanged 2432
		SP:Iteration 5F (5250.110000 sec): 3 clusters
  Score: Raw -4794741.204746 + Penalty 3459.639258 = -4791281.565488
  nChanged 2536
		SP:Iteration 6F (5250.220000 sec): 3 clusters
  Score: Raw -4796134.574244 + Penalty 3459.639258 = -4792674.934985
  nChanged 2502
		SP:Iteration 7F (5250.330000 sec): 3 clusters
  Score: Raw -4797638.617348 + Penalty 3459.639258 = -4794178.978090
  nChanged 2387
		SP:Iteration 8F (5250.440000 sec): 3 clusters
  Score: Raw -4799201.433933 + Penalty 3459.639258 = -4795741.794674
  nChanged 2339
		SP:Iteration 9F (5250.560000 sec): 3 clusters
  Score: Raw -4800897.376130 + Penalty 3459.639258 = -4797437.736871
  nChanged 2156
		SP:Iteration 10F (5250.670000 sec): 3 clusters
  Score: Raw -4802645.304775 + Penalty 3459.639258 = -4799185.665516
  nChanged 1795
		SP:Iteration 11Q (5250.780000 sec): 3 clusters
  Score: Raw -4804135.884841 + Penalty 3459.639258 = -4800676.245583
  nChanged 1237
		SP:Iteration 12Q (5250.900000 sec): 3 clusters
  Score: Raw -4805168.903602 + Penalty 3459.639258 = -4801709.264343
  nChanged 724
		SP:Iteration 13Q (5251.000000 sec): 3 clusters
  Score: Raw -4805745.595746 + Penalty 3459.639258 = -4802285.956487
  nChanged 381
		SP:Iteration 14Q (5251.100000 sec): 3 clusters
  Score: Raw -4806038.567936 + Penalty 3459.639258 = -4802578.928677
  nChanged 179
		SP:Iteration 15Q (5251.190000 sec): 3 clusters
  Score: Raw -4806178.901312 + Penalty 3459.639258 = -4802719.262053
  nChanged 89
		SP:Iteration 16Q (5251.280000 sec): 3 clusters
  Score: Raw -4806250.027369 + Penalty 3459.639258 = -4802790.388110
  nChanged 58
		SP:Iteration 17Q (5251.370000 sec): 3 clusters
  Score: Raw -4806294.300798 + Penalty 3459.639258 = -4802834.661539
  nChanged 46
		SP:Iteration 18Q (5251.450000 sec): 3 clusters
  Score: Raw -4806332.956599 + Penalty 3459.639258 = -4802873.317341
  nChanged 29
		SP:Iteration 19Q (5251.540000 sec): 3 clusters
  Score: Raw -4806355.356289 + Penalty 3459.639258 = -4802895.717030
  nChanged 25
		SP:Iteration 20F (5251.650000 sec): 3 clusters
  Score: Raw -4806375.976864 + Penalty 3459.639258 = -4802916.337605
  nChanged 12
		SP:Iteration 21Q (5251.740000 sec): 3 clusters
  Score: Raw -4806383.472289 + Penalty 3459.639258 = -4802923.833030
  nChanged 5
		SP:Iteration 22Q (5251.820000 sec): 3 clusters
  Score: Raw -4806386.369362 + Penalty 3459.639258 = -4802926.730104
  nChanged 4
		SP:Iteration 23Q (5251.910000 sec): 3 clusters
  Score: Raw -4806389.671068 + Penalty 3459.639258 = -4802930.031809
  nChanged 3
		SP:Iteration 24Q (5251.990000 sec): 3 clusters
  Score: Raw -4806391.549098 + Penalty 3459.639258 = -4802931.909839
  nChanged 2
		SP:Iteration 25Q (5252.080000 sec): 3 clusters
  Score: Raw -4806393.285312 + Penalty 3459.639258 = -4802933.646053
  nChanged 2
		SP:Iteration 26Q (5252.160000 sec): 3 clusters
  Score: Raw -4806394.842037 + Penalty 3459.639258 = -4802935.202778
  nChanged 4
		SP:Iteration 27Q (5252.250000 sec): 3 clusters
  Score: Raw -4806398.318866 + Penalty 3459.639258 = -4802938.679608
  nChanged 5
		SP:Iteration 28Q (5252.330000 sec): 3 clusters
  Score: Raw -4806401.165892 + Penalty 3459.639258 = -4802941.526634
  nChanged 1
		SP:Iteration 29Q (5252.420000 sec): 3 clusters
  Score: Raw -4806402.243045 + Penalty 3459.639258 = -4802942.603787
  nChanged 2
		SP:Iteration 30Q (5252.500000 sec): 3 clusters
  Score: Raw -4806404.014029 + Penalty 3459.639258 = -4802944.374771
  nChanged 2
		SP:Iteration 31Q (5252.590000 sec): 3 clusters
  Score: Raw -4806406.173695 + Penalty 3459.639258 = -4802946.534436
  nChanged 1
		SP:Iteration 32Q (5252.670000 sec): 3 clusters
  Score: Raw -4806407.509198 + Penalty 3459.639258 = -4802947.869939
  nChanged 2
		SP:Iteration 33Q (5252.750000 sec): 3 clusters
  Score: Raw -4806408.956355 + Penalty 3459.639258 = -4802949.317097
  nChanged 2
		SP:Iteration 34Q (5252.830000 sec): 3 clusters
  Score: Raw -4806411.483290 + Penalty 3459.639258 = -4802951.844031
  nChanged 1
		SP:Iteration 35Q (5252.910000 sec): 3 clusters
  Score: Raw -4806413.422028 + Penalty 3459.639258 = -4802953.782769
  nChanged 2
		SP:Iteration 36Q (5252.990000 sec): 3 clusters
  Score: Raw -4806414.982176 + Penalty 3459.639258 = -4802955.342917
  nChanged 2
		SP:Iteration 37Q (5253.070000 sec): 3 clusters
  Score: Raw -4806416.006062 + Penalty 3459.639258 = -4802956.366804
  nChanged 0
		SP:Iteration 38F (5253.180000 sec): 3 clusters
  Score: Raw -4806416.006062 + Penalty 3459.639258 = -4802956.366804
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5253.520000 sec): 2 clusters
  Score: Raw -13059562.645440 + Penalty 1887.241347 = -13057675.404093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5253.820000 sec): 3 clusters
  Score: Raw -12987217.823303 + Penalty 3774.482693 = -12983443.340610
  nChanged 53164
		SP:Iteration 1F (5254.110000 sec): 3 clusters
  Score: Raw -13018193.236026 + Penalty 3774.482693 = -13014418.753333
  nChanged 3620
		SP:Iteration 2Q (5254.410000 sec): 3 clusters
  Score: Raw -13019163.403425 + Penalty 3774.482693 = -13015388.920732
  nChanged 4244
		SP:Iteration 3Q (5254.720000 sec): 3 clusters
  Score: Raw -13020628.630684 + Penalty 3774.482693 = -13016854.147991
  nChanged 5330
		SP:Iteration 4Q (5255.020000 sec): 3 clusters
  Score: Raw -13023066.192377 + Penalty 3774.482693 = -13019291.709684
  nChanged 7024
		SP:Iteration 5F (5255.320000 sec): 3 clusters
  Score: Raw -13027330.182077 + Penalty 3774.482693 = -13023555.699384
  nChanged 8839
		SP:Iteration 6F (5255.620000 sec): 3 clusters
  Score: Raw -13034280.075078 + Penalty 3774.482693 = -13030505.592384
  nChanged 9880
		SP:Iteration 7F (5255.910000 sec): 3 clusters
  Score: Raw -13043420.178485 + Penalty 3774.482693 = -13039645.695792
  nChanged 8414
		SP:Iteration 8F (5256.200000 sec): 3 clusters
  Score: Raw -13051723.754010 + Penalty 3774.482693 = -13047949.271317
  nChanged 5134
		SP:Iteration 9Q (5256.500000 sec): 3 clusters
  Score: Raw -13056701.799613 + Penalty 3774.482693 = -13052927.316920
  nChanged 2210
		SP:Iteration 10Q (5256.770000 sec): 3 clusters
  Score: Raw -13058687.657837 + Penalty 3774.482693 = -13054913.175144
  nChanged 738
		SP:Iteration 11Q (5257.010000 sec): 3 clusters
  Score: Raw -13059319.204146 + Penalty 3774.482693 = -13055544.721453
  nChanged 259
		SP:Iteration 12Q (5257.240000 sec): 3 clusters
  Score: Raw -13059549.460345 + Penalty 3774.482693 = -13055774.977652
  nChanged 89
		SP:Iteration 13Q (5257.460000 sec): 3 clusters
  Score: Raw -13059646.276786 + Penalty 3774.482693 = -13055871.794093
  nChanged 44
		SP:Iteration 14Q (5257.680000 sec): 3 clusters
  Score: Raw -13059702.178154 + Penalty 3774.482693 = -13055927.695460
  nChanged 28
		SP:Iteration 15Q (5257.880000 sec): 3 clusters
  Score: Raw -13059740.695630 + Penalty 3774.482693 = -13055966.212937
  nChanged 12
		SP:Iteration 16Q (5258.100000 sec): 3 clusters
  Score: Raw -13059754.283720 + Penalty 3774.482693 = -13055979.801027
  nChanged 7
		SP:Iteration 17Q (5258.300000 sec): 3 clusters
  Score: Raw -13059761.819193 + Penalty 3774.482693 = -13055987.336500
  nChanged 4
		SP:Iteration 18Q (5258.510000 sec): 3 clusters
  Score: Raw -13059768.498465 + Penalty 3774.482693 = -13055994.015772
  nChanged 4
		SP:Iteration 19Q (5258.710000 sec): 3 clusters
  Score: Raw -13059773.106035 + Penalty 3774.482693 = -13055998.623341
  nChanged 2
		SP:Iteration 20F (5258.990000 sec): 3 clusters
  Score: Raw -13059775.830340 + Penalty 3774.482693 = -13056001.347647
  nChanged 3
		SP:Iteration 21Q (5259.190000 sec): 3 clusters
  Score: Raw -13059780.289409 + Penalty 3774.482693 = -13056005.806716
  nChanged 1
		SP:Iteration 22Q (5259.390000 sec): 3 clusters
  Score: Raw -13059780.687501 + Penalty 3774.482693 = -13056006.204808
  nChanged 1
		SP:Iteration 23Q (5259.590000 sec): 3 clusters
  Score: Raw -13059782.005485 + Penalty 3774.482693 = -13056007.522792
  nChanged 0
		SP:Iteration 24F (5259.870000 sec): 3 clusters
  Score: Raw -13059782.005485 + Penalty 3774.482693 = -13056007.522792
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (106939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5260.130000 sec): 2 clusters
  Score: Raw -12251371.275337 + Penalty 1881.752252 = -12249489.523085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5260.410000 sec): 3 clusters
  Score: Raw -12181594.362758 + Penalty 3763.504504 = -12177830.858254
  nChanged 51319
		SP:Iteration 1F (5260.680000 sec): 3 clusters
  Score: Raw -12212235.734238 + Penalty 3763.504504 = -12208472.229734
  nChanged 4106
		SP:Iteration 2Q (5260.960000 sec): 3 clusters
  Score: Raw -12213568.603461 + Penalty 3763.504504 = -12209805.098958
  nChanged 4938
		SP:Iteration 3Q (5261.240000 sec): 3 clusters
  Score: Raw -12215702.320354 + Penalty 3763.504504 = -12211938.815850
  nChanged 6377
		SP:Iteration 4F (5261.510000 sec): 3 clusters
  Score: Raw -12219347.793248 + Penalty 3763.504504 = -12215584.288745
  nChanged 8094
		SP:Iteration 5F (5261.790000 sec): 3 clusters
  Score: Raw -12225322.936662 + Penalty 3763.504504 = -12221559.432159
  nChanged 8985
		SP:Iteration 6F (5262.060000 sec): 3 clusters
  Score: Raw -12233334.822198 + Penalty 3763.504504 = -12229571.317694
  nChanged 8191
		SP:Iteration 7F (5262.330000 sec): 3 clusters
  Score: Raw -12241324.711448 + Penalty 3763.504504 = -12237561.206944
  nChanged 5861
		SP:Iteration 8F (5262.600000 sec): 3 clusters
  Score: Raw -12246989.881130 + Penalty 3763.504504 = -12243226.376627
  nChanged 3210
		SP:Iteration 9Q (5262.850000 sec): 3 clusters
  Score: Raw -12249957.705389 + Penalty 3763.504504 = -12246194.200885
  nChanged 1607
		SP:Iteration 10Q (5263.080000 sec): 3 clusters
  Score: Raw -12251408.758608 + Penalty 3763.504504 = -12247645.254105
  nChanged 705
		SP:Iteration 11Q (5263.300000 sec): 3 clusters
  Score: Raw -12252058.835754 + Penalty 3763.504504 = -12248295.331250
  nChanged 286
		SP:Iteration 12Q (5263.500000 sec): 3 clusters
  Score: Raw -12252354.894167 + Penalty 3763.504504 = -12248591.389663
  nChanged 130
		SP:Iteration 13Q (5263.700000 sec): 3 clusters
  Score: Raw -12252523.007994 + Penalty 3763.504504 = -12248759.503490
  nChanged 87
		SP:Iteration 14Q (5263.900000 sec): 3 clusters
  Score: Raw -12252618.613100 + Penalty 3763.504504 = -12248855.108596
  nChanged 64
		SP:Iteration 15Q (5264.090000 sec): 3 clusters
  Score: Raw -12252664.358626 + Penalty 3763.504504 = -12248900.854122
  nChanged 46
		SP:Iteration 16Q (5264.280000 sec): 3 clusters
  Score: Raw -12252686.296757 + Penalty 3763.504504 = -12248922.792254
  nChanged 25
		SP:Iteration 17Q (5264.470000 sec): 3 clusters
  Score: Raw -12252695.570750 + Penalty 3763.504504 = -12248932.066246
  nChanged 15
		SP:Iteration 18Q (5264.670000 sec): 3 clusters
  Score: Raw -12252701.288811 + Penalty 3763.504504 = -12248937.784307
  nChanged 13
		SP:Iteration 19Q (5264.860000 sec): 3 clusters
  Score: Raw -12252705.891820 + Penalty 3763.504504 = -12248942.387316
  nChanged 9
		SP:Iteration 20F (5265.130000 sec): 3 clusters
  Score: Raw -12252708.709092 + Penalty 3763.504504 = -12248945.204588
  nChanged 6
		SP:Iteration 21Q (5265.320000 sec): 3 clusters
  Score: Raw -12252710.576765 + Penalty 3763.504504 = -12248947.072261
  nChanged 0
		SP:Iteration 22F (5265.590000 sec): 3 clusters
  Score: Raw -12252710.576765 + Penalty 3763.504504 = -12248947.072261
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5265.670000 sec): 2 clusters
  Score: Raw -1142049.178449 + Penalty 1491.042378 = -1140558.136071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5265.690000 sec): 3 clusters
  Score: Raw -1136651.601903 + Penalty 2982.084756 = -1133669.517148
  nChanged 4090
		SP:Iteration 1F (5265.720000 sec): 3 clusters
  Score: Raw -1138878.105951 + Penalty 2982.084756 = -1135896.021196
  nChanged 611
		SP:Iteration 2F (5265.740000 sec): 3 clusters
  Score: Raw -1139223.885049 + Penalty 2982.084756 = -1136241.800293
  nChanged 615
		SP:Iteration 3F (5265.760000 sec): 3 clusters
  Score: Raw -1139592.814161 + Penalty 2982.084756 = -1136610.729405
  nChanged 590
		SP:Iteration 4F (5265.790000 sec): 3 clusters
  Score: Raw -1139933.369124 + Penalty 2982.084756 = -1136951.284369
  nChanged 550
		SP:Iteration 5F (5265.810000 sec): 3 clusters
  Score: Raw -1140268.420517 + Penalty 2982.084756 = -1137286.335761
  nChanged 492
		SP:Iteration 6F (5265.830000 sec): 3 clusters
  Score: Raw -1140613.054284 + Penalty 2982.084756 = -1137630.969528
  nChanged 487
		SP:Iteration 7F (5265.850000 sec): 3 clusters
  Score: Raw -1140993.133783 + Penalty 2982.084756 = -1138011.049028
  nChanged 417
		SP:Iteration 8Q (5265.880000 sec): 3 clusters
  Score: Raw -1141359.409831 + Penalty 2982.084756 = -1138377.325076
  nChanged 315
		SP:Iteration 9Q (5265.900000 sec): 3 clusters
  Score: Raw -1141632.311113 + Penalty 2982.084756 = -1138650.226358
  nChanged 260
		SP:Iteration 10Q (5265.920000 sec): 3 clusters
  Score: Raw -1141831.524403 + Penalty 2982.084756 = -1138849.439647
  nChanged 199
		SP:Iteration 11Q (5265.940000 sec): 3 clusters
  Score: Raw -1141973.698360 + Penalty 2982.084756 = -1138991.613604
  nChanged 144
		SP:Iteration 12Q (5265.960000 sec): 3 clusters
  Score: Raw -1142061.960425 + Penalty 2982.084756 = -1139079.875669
  nChanged 118
		SP:Iteration 13Q (5265.980000 sec): 3 clusters
  Score: Raw -1142126.166708 + Penalty 2982.084756 = -1139144.081952
  nChanged 79
		SP:Iteration 14Q (5266.000000 sec): 3 clusters
  Score: Raw -1142169.499866 + Penalty 2982.084756 = -1139187.415111
  nChanged 74
		SP:Iteration 15Q (5266.020000 sec): 3 clusters
  Score: Raw -1142209.722812 + Penalty 2982.084756 = -1139227.638056
  nChanged 66
		SP:Iteration 16Q (5266.040000 sec): 3 clusters
  Score: Raw -1142250.605094 + Penalty 2982.084756 = -1139268.520338
  nChanged 59
		SP:Iteration 17Q (5266.060000 sec): 3 clusters
  Score: Raw -1142285.426116 + Penalty 2982.084756 = -1139303.341361
  nChanged 49
		SP:Iteration 18Q (5266.080000 sec): 3 clusters
  Score: Raw -1142307.521573 + Penalty 2982.084756 = -1139325.436817
  nChanged 38
		SP:Iteration 19Q (5266.090000 sec): 3 clusters
  Score: Raw -1142321.090942 + Penalty 2982.084756 = -1139339.006186
  nChanged 20
		SP:Iteration 20F (5266.120000 sec): 3 clusters
  Score: Raw -1142327.784926 + Penalty 2982.084756 = -1139345.700171
  nChanged 17
		SP:Iteration 21Q (5266.130000 sec): 3 clusters
  Score: Raw -1142332.992511 + Penalty 2982.084756 = -1139350.907755
  nChanged 14
		SP:Iteration 22Q (5266.150000 sec): 3 clusters
  Score: Raw -1142337.320242 + Penalty 2982.084756 = -1139355.235486
  nChanged 17
		SP:Iteration 23Q (5266.170000 sec): 3 clusters
  Score: Raw -1142341.839678 + Penalty 2982.084756 = -1139359.754923
  nChanged 7
		SP:Iteration 24Q (5266.190000 sec): 3 clusters
  Score: Raw -1142345.085696 + Penalty 2982.084756 = -1139363.000940
  nChanged 14
		SP:Iteration 25Q (5266.210000 sec): 3 clusters
  Score: Raw -1142348.499229 + Penalty 2982.084756 = -1139366.414473
  nChanged 5
		SP:Iteration 26Q (5266.230000 sec): 3 clusters
  Score: Raw -1142349.432107 + Penalty 2982.084756 = -1139367.347351
  nChanged 6
		SP:Iteration 27Q (5266.240000 sec): 3 clusters
  Score: Raw -1142351.018877 + Penalty 2982.084756 = -1139368.934121
  nChanged 4
		SP:Iteration 28Q (5266.260000 sec): 3 clusters
  Score: Raw -1142352.629266 + Penalty 2982.084756 = -1139370.544510
  nChanged 6
		SP:Iteration 29Q (5266.280000 sec): 3 clusters
  Score: Raw -1142355.006680 + Penalty 2982.084756 = -1139372.921924
  nChanged 11
		SP:Iteration 30Q (5266.300000 sec): 3 clusters
  Score: Raw -1142359.076557 + Penalty 2982.084756 = -1139376.991801
  nChanged 11
		SP:Iteration 31Q (5266.310000 sec): 3 clusters
  Score: Raw -1142364.843697 + Penalty 2982.084756 = -1139382.758941
  nChanged 17
		SP:Iteration 32Q (5266.330000 sec): 3 clusters
  Score: Raw -1142372.393337 + Penalty 2982.084756 = -1139390.308581
  nChanged 17
		SP:Iteration 33Q (5266.350000 sec): 3 clusters
  Score: Raw -1142380.512617 + Penalty 2982.084756 = -1139398.427861
  nChanged 17
		SP:Iteration 34Q (5266.370000 sec): 3 clusters
  Score: Raw -1142391.192640 + Penalty 2982.084756 = -1139409.107884
  nChanged 38
		SP:Iteration 35Q (5266.390000 sec): 3 clusters
  Score: Raw -1142419.768190 + Penalty 2982.084756 = -1139437.683435
  nChanged 45
		SP:Iteration 36Q (5266.400000 sec): 3 clusters
  Score: Raw -1142472.485520 + Penalty 2982.084756 = -1139490.400765
  nChanged 59
		SP:Iteration 37Q (5266.420000 sec): 3 clusters
  Score: Raw -1142546.981082 + Penalty 2982.084756 = -1139564.896326
  nChanged 50
		SP:Iteration 38Q (5266.440000 sec): 3 clusters
  Score: Raw -1142609.147497 + Penalty 2982.084756 = -1139627.062741
  nChanged 45
		SP:Iteration 39Q (5266.450000 sec): 3 clusters
  Score: Raw -1142640.146116 + Penalty 2982.084756 = -1139658.061361
  nChanged 28
		SP:Iteration 40F (5266.480000 sec): 3 clusters
  Score: Raw -1142659.096113 + Penalty 2982.084756 = -1139677.011357
  nChanged 23
		SP:Iteration 41Q (5266.490000 sec): 3 clusters
  Score: Raw -1142670.527609 + Penalty 2982.084756 = -1139688.442853
  nChanged 16
		SP:Iteration 42Q (5266.510000 sec): 3 clusters
  Score: Raw -1142676.598554 + Penalty 2982.084756 = -1139694.513799
  nChanged 10
		SP:Iteration 43Q (5266.530000 sec): 3 clusters
  Score: Raw -1142682.889316 + Penalty 2982.084756 = -1139700.804560
  nChanged 9
		SP:Iteration 44Q (5266.550000 sec): 3 clusters
  Score: Raw -1142687.994414 + Penalty 2982.084756 = -1139705.909658
  nChanged 6
		SP:Iteration 45Q (5266.560000 sec): 3 clusters
  Score: Raw -1142690.146575 + Penalty 2982.084756 = -1139708.061819
  nChanged 3
		SP:Iteration 46Q (5266.580000 sec): 3 clusters
  Score: Raw -1142690.895981 + Penalty 2982.084756 = -1139708.811225
  nChanged 1
		SP:Iteration 47Q (5266.590000 sec): 3 clusters
  Score: Raw -1142691.185639 + Penalty 2982.084756 = -1139709.100883
  nChanged 0
		SP:Iteration 48F (5266.620000 sec): 3 clusters
  Score: Raw -1142691.185639 + Penalty 2982.084756 = -1139709.100883
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5266.640000 sec): 2 clusters
  Score: Raw -553808.674382 + Penalty 1386.495310 = -552422.179073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5266.650000 sec): 3 clusters
  Score: Raw -551158.605728 + Penalty 2772.990619 = -548385.615109
  nChanged 2086
		SP:Iteration 1F (5266.660000 sec): 3 clusters
  Score: Raw -552478.229324 + Penalty 2772.990619 = -549705.238705
  nChanged 416
		SP:Iteration 2F (5266.670000 sec): 3 clusters
  Score: Raw -552793.862918 + Penalty 2772.990619 = -550020.872298
  nChanged 337
		SP:Iteration 3F (5266.690000 sec): 3 clusters
  Score: Raw -553067.379456 + Penalty 2772.990619 = -550294.388836
  nChanged 298
		SP:Iteration 4F (5266.700000 sec): 3 clusters
  Score: Raw -553268.485006 + Penalty 2772.990619 = -550495.494387
  nChanged 234
		SP:Iteration 5Q (5266.710000 sec): 3 clusters
  Score: Raw -553412.941912 + Penalty 2772.990619 = -550639.951293
  nChanged 191
		SP:Iteration 6Q (5266.720000 sec): 3 clusters
  Score: Raw -553507.463965 + Penalty 2772.990619 = -550734.473346
  nChanged 132
		SP:Iteration 7Q (5266.730000 sec): 3 clusters
  Score: Raw -553574.983078 + Penalty 2772.990619 = -550801.992459
  nChanged 111
		SP:Iteration 8Q (5266.740000 sec): 3 clusters
  Score: Raw -553623.995034 + Penalty 2772.990619 = -550851.004415
  nChanged 78
		SP:Iteration 9Q (5266.750000 sec): 3 clusters
  Score: Raw -553659.265385 + Penalty 2772.990619 = -550886.274766
  nChanged 68
		SP:Iteration 10Q (5266.770000 sec): 3 clusters
  Score: Raw -553689.159022 + Penalty 2772.990619 = -550916.168403
  nChanged 77
		SP:Iteration 11Q (5266.780000 sec): 3 clusters
  Score: Raw -553720.964124 + Penalty 2772.990619 = -550947.973504
  nChanged 77
		SP:Iteration 12Q (5266.790000 sec): 3 clusters
  Score: Raw -553759.742850 + Penalty 2772.990619 = -550986.752231
  nChanged 78
		SP:Iteration 13Q (5266.800000 sec): 3 clusters
  Score: Raw -553792.257793 + Penalty 2772.990619 = -551019.267173
  nChanged 66
		SP:Iteration 14Q (5266.810000 sec): 3 clusters
  Score: Raw -553823.593601 + Penalty 2772.990619 = -551050.602981
  nChanged 70
		SP:Iteration 15Q (5266.830000 sec): 3 clusters
  Score: Raw -553854.384533 + Penalty 2772.990619 = -551081.393914
  nChanged 58
		SP:Iteration 16Q (5266.840000 sec): 3 clusters
  Score: Raw -553882.167645 + Penalty 2772.990619 = -551109.177026
  nChanged 54
		SP:Iteration 17Q (5266.850000 sec): 3 clusters
  Score: Raw -553915.505079 + Penalty 2772.990619 = -551142.514460
  nChanged 68
		SP:Iteration 18Q (5266.860000 sec): 3 clusters
  Score: Raw -553952.570289 + Penalty 2772.990619 = -551179.579670
  nChanged 62
		SP:Iteration 19Q (5266.870000 sec): 3 clusters
  Score: Raw -553977.581996 + Penalty 2772.990619 = -551204.591377
  nChanged 41
		SP:Iteration 20F (5266.890000 sec): 3 clusters
  Score: Raw -553993.973161 + Penalty 2772.990619 = -551220.982542
  nChanged 38
		SP:Iteration 21Q (5266.900000 sec): 3 clusters
  Score: Raw -554007.366415 + Penalty 2772.990619 = -551234.375795
  nChanged 24
		SP:Iteration 22Q (5266.910000 sec): 3 clusters
  Score: Raw -554015.382379 + Penalty 2772.990619 = -551242.391759
  nChanged 27
		SP:Iteration 23Q (5266.920000 sec): 3 clusters
  Score: Raw -554024.934197 + Penalty 2772.990619 = -551251.943578
  nChanged 17
		SP:Iteration 24Q (5266.930000 sec): 3 clusters
  Score: Raw -554031.476429 + Penalty 2772.990619 = -551258.485809
  nChanged 17
		SP:Iteration 25Q (5266.950000 sec): 3 clusters
  Score: Raw -554036.578589 + Penalty 2772.990619 = -551263.587970
  nChanged 18
		SP:Iteration 26Q (5266.960000 sec): 3 clusters
  Score: Raw -554043.158434 + Penalty 2772.990619 = -551270.167815
  nChanged 13
		SP:Iteration 27Q (5266.970000 sec): 3 clusters
  Score: Raw -554046.659939 + Penalty 2772.990619 = -551273.669319
  nChanged 8
		SP:Iteration 28Q (5266.980000 sec): 3 clusters
  Score: Raw -554050.200156 + Penalty 2772.990619 = -551277.209537
  nChanged 15
		SP:Iteration 29Q (5266.990000 sec): 3 clusters
  Score: Raw -554054.505545 + Penalty 2772.990619 = -551281.514926
  nChanged 10
		SP:Iteration 30Q (5267.010000 sec): 3 clusters
  Score: Raw -554056.685239 + Penalty 2772.990619 = -551283.694620
  nChanged 10
		SP:Iteration 31Q (5267.020000 sec): 3 clusters
  Score: Raw -554058.461783 + Penalty 2772.990619 = -551285.471163
  nChanged 3
		SP:Iteration 32Q (5267.030000 sec): 3 clusters
  Score: Raw -554058.858700 + Penalty 2772.990619 = -551285.868080
  nChanged 2
		SP:Iteration 33Q (5267.040000 sec): 3 clusters
  Score: Raw -554059.441568 + Penalty 2772.990619 = -551286.450949
  nChanged 6
		SP:Iteration 34Q (5267.050000 sec): 3 clusters
  Score: Raw -554060.663316 + Penalty 2772.990619 = -551287.672696
  nChanged 6
		SP:Iteration 35Q (5267.070000 sec): 3 clusters
  Score: Raw -554061.603053 + Penalty 2772.990619 = -551288.612433
  nChanged 4
		SP:Iteration 36Q (5267.070000 sec): 3 clusters
  Score: Raw -554062.542288 + Penalty 2772.990619 = -551289.551669
  nChanged 1
		SP:Iteration 37Q (5267.090000 sec): 3 clusters
  Score: Raw -554062.859918 + Penalty 2772.990619 = -551289.869299
  nChanged 1
		SP:Iteration 38Q (5267.100000 sec): 3 clusters
  Score: Raw -554063.079261 + Penalty 2772.990619 = -551290.088641
  nChanged 1
		SP:Iteration 39Q (5267.110000 sec): 3 clusters
  Score: Raw -554063.220058 + Penalty 2772.990619 = -551290.229439
  nChanged 1
		SP:Iteration 40F (5267.120000 sec): 3 clusters
  Score: Raw -554063.348660 + Penalty 2772.990619 = -551290.358041
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5267.130000 sec): 2 clusters
  Score: Raw -22179.991576 + Penalty 884.392878 = -21295.598698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5267.130000 sec): 3 clusters
  Score: Raw -22354.804296 + Penalty 1768.785756 = -20586.018540
  nChanged 45
		SP:Iteration 1F (5267.130000 sec): 3 clusters
  Score: Raw -22528.790872 + Penalty 1768.785756 = -20760.005116
  nChanged 11
		SP:Iteration 2Q (5267.130000 sec): 3 clusters
  Score: Raw -22567.485918 + Penalty 1768.785756 = -20798.700162
  nChanged 5
		SP:Iteration 3Q (5267.130000 sec): 3 clusters
  Score: Raw -22583.748422 + Penalty 1768.785756 = -20814.962666
  nChanged 3
		SP:Iteration 4Q (5267.130000 sec): 3 clusters
  Score: Raw -22592.033768 + Penalty 1768.785756 = -20823.248012
  nChanged 2
		SP:Iteration 5Q (5267.130000 sec): 3 clusters
  Score: Raw -22598.825719 + Penalty 1768.785756 = -20830.039963
  nChanged 2
		SP:Iteration 6Q (5267.130000 sec): 3 clusters
  Score: Raw -22609.585636 + Penalty 1768.785756 = -20840.799880
  nChanged 1
		SP:Iteration 7Q (5267.130000 sec): 3 clusters
  Score: Raw -22630.782977 + Penalty 1768.785756 = -20861.997221
  nChanged 0
		SP:Iteration 8F (5267.140000 sec): 3 clusters
  Score: Raw -22630.782977 + Penalty 1768.785756 = -20861.997221
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (91015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5267.410000 sec): 2 clusters
  Score: Raw -10628609.529600 + Penalty 1855.551686 = -10626753.977914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5267.660000 sec): 3 clusters
  Score: Raw -10569378.296184 + Penalty 3711.103372 = -10565667.192812
  nChanged 43475
		SP:Iteration 1F (5267.910000 sec): 3 clusters
  Score: Raw -10594836.567089 + Penalty 3711.103372 = -10591125.463717
  nChanged 3273
		SP:Iteration 2Q (5268.160000 sec): 3 clusters
  Score: Raw -10595819.475584 + Penalty 3711.103372 = -10592108.372212
  nChanged 3655
		SP:Iteration 3Q (5268.410000 sec): 3 clusters
  Score: Raw -10597276.392692 + Penalty 3711.103372 = -10593565.289320
  nChanged 4259
		SP:Iteration 4Q (5268.670000 sec): 3 clusters
  Score: Raw -10599407.178955 + Penalty 3711.103372 = -10595696.075582
  nChanged 4960
		SP:Iteration 5F (5268.910000 sec): 3 clusters
  Score: Raw -10602158.204794 + Penalty 3711.103372 = -10598447.101422
  nChanged 5359
		SP:Iteration 6F (5269.150000 sec): 3 clusters
  Score: Raw -10605318.968736 + Penalty 3711.103372 = -10601607.865364
  nChanged 5494
		SP:Iteration 7F (5269.400000 sec): 3 clusters
  Score: Raw -10608691.131584 + Penalty 3711.103372 = -10604980.028212
  nChanged 5188
		SP:Iteration 8F (5269.650000 sec): 3 clusters
  Score: Raw -10612061.774124 + Penalty 3711.103372 = -10608350.670751
  nChanged 4831
		SP:Iteration 9F (5269.890000 sec): 3 clusters
  Score: Raw -10615143.805649 + Penalty 3711.103372 = -10611432.702277
  nChanged 4376
		SP:Iteration 10Q (5270.130000 sec): 3 clusters
  Score: Raw -10617957.991355 + Penalty 3711.103372 = -10614246.887983
  nChanged 3939
		SP:Iteration 11Q (5270.370000 sec): 3 clusters
  Score: Raw -10620457.716128 + Penalty 3711.103372 = -10616746.612755
  nChanged 3409
		SP:Iteration 12Q (5270.620000 sec): 3 clusters
  Score: Raw -10622616.613882 + Penalty 3711.103372 = -10618905.510509
  nChanged 2954
		SP:Iteration 13Q (5270.840000 sec): 3 clusters
  Score: Raw -10624574.503789 + Penalty 3711.103372 = -10620863.400417
  nChanged 2521
		SP:Iteration 14Q (5271.060000 sec): 3 clusters
  Score: Raw -10626324.499659 + Penalty 3711.103372 = -10622613.396287
  nChanged 1970
		SP:Iteration 15Q (5271.270000 sec): 3 clusters
  Score: Raw -10627637.353396 + Penalty 3711.103372 = -10623926.250024
  nChanged 1464
		SP:Iteration 16Q (5271.480000 sec): 3 clusters
  Score: Raw -10628501.776291 + Penalty 3711.103372 = -10624790.672918
  nChanged 1074
		SP:Iteration 17Q (5271.680000 sec): 3 clusters
  Score: Raw -10629087.236583 + Penalty 3711.103372 = -10625376.133210
  nChanged 786
		SP:Iteration 18Q (5271.870000 sec): 3 clusters
  Score: Raw -10629472.662861 + Penalty 3711.103372 = -10625761.559489
  nChanged 572
		SP:Iteration 19Q (5272.060000 sec): 3 clusters
  Score: Raw -10629720.710217 + Penalty 3711.103372 = -10626009.606845
  nChanged 427
		SP:Iteration 20F (5272.300000 sec): 3 clusters
  Score: Raw -10629891.156403 + Penalty 3711.103372 = -10626180.053031
  nChanged 314
		SP:Iteration 21Q (5272.480000 sec): 3 clusters
  Score: Raw -10630000.350023 + Penalty 3711.103372 = -10626289.246650
  nChanged 241
		SP:Iteration 22Q (5272.670000 sec): 3 clusters
  Score: Raw -10630081.726779 + Penalty 3711.103372 = -10626370.623406
  nChanged 192
		SP:Iteration 23Q (5272.850000 sec): 3 clusters
  Score: Raw -10630137.860912 + Penalty 3711.103372 = -10626426.757539
  nChanged 133
		SP:Iteration 24Q (5273.030000 sec): 3 clusters
  Score: Raw -10630174.504941 + Penalty 3711.103372 = -10626463.401569
  nChanged 126
		SP:Iteration 25Q (5273.200000 sec): 3 clusters
  Score: Raw -10630207.224313 + Penalty 3711.103372 = -10626496.120941
  nChanged 93
		SP:Iteration 26Q (5273.380000 sec): 3 clusters
  Score: Raw -10630228.050961 + Penalty 3711.103372 = -10626516.947589
  nChanged 60
		SP:Iteration 27Q (5273.560000 sec): 3 clusters
  Score: Raw -10630242.440802 + Penalty 3711.103372 = -10626531.337429
  nChanged 52
		SP:Iteration 28Q (5273.740000 sec): 3 clusters
  Score: Raw -10630253.239627 + Penalty 3711.103372 = -10626542.136255
  nChanged 37
		SP:Iteration 29Q (5273.920000 sec): 3 clusters
  Score: Raw -10630259.628351 + Penalty 3711.103372 = -10626548.524979
  nChanged 29
		SP:Iteration 30Q (5274.090000 sec): 3 clusters
  Score: Raw -10630265.144906 + Penalty 3711.103372 = -10626554.041533
  nChanged 29
		SP:Iteration 31Q (5274.270000 sec): 3 clusters
  Score: Raw -10630271.377251 + Penalty 3711.103372 = -10626560.273879
  nChanged 26
		SP:Iteration 32Q (5274.440000 sec): 3 clusters
  Score: Raw -10630278.355860 + Penalty 3711.103372 = -10626567.252488
  nChanged 24
		SP:Iteration 33Q (5274.620000 sec): 3 clusters
  Score: Raw -10630282.300507 + Penalty 3711.103372 = -10626571.197135
  nChanged 23
		SP:Iteration 34Q (5274.800000 sec): 3 clusters
  Score: Raw -10630286.073817 + Penalty 3711.103372 = -10626574.970445
  nChanged 11
		SP:Iteration 35Q (5274.970000 sec): 3 clusters
  Score: Raw -10630288.035834 + Penalty 3711.103372 = -10626576.932462
  nChanged 6
		SP:Iteration 36Q (5275.140000 sec): 3 clusters
  Score: Raw -10630288.983925 + Penalty 3711.103372 = -10626577.880553
  nChanged 5
		SP:Iteration 37Q (5275.320000 sec): 3 clusters
  Score: Raw -10630289.815001 + Penalty 3711.103372 = -10626578.711629
  nChanged 4
		SP:Iteration 38Q (5275.490000 sec): 3 clusters
  Score: Raw -10630290.348523 + Penalty 3711.103372 = -10626579.245151
  nChanged 5
		SP:Iteration 39Q (5275.670000 sec): 3 clusters
  Score: Raw -10630291.070575 + Penalty 3711.103372 = -10626579.967203
  nChanged 4
		SP:Iteration 40F (5275.910000 sec): 3 clusters
  Score: Raw -10630291.486768 + Penalty 3711.103372 = -10626580.383396
  nChanged 5
		SP:Iteration 41Q (5276.080000 sec): 3 clusters
  Score: Raw -10630292.552622 + Penalty 3711.103372 = -10626581.449250
  nChanged 7
		SP:Iteration 42Q (5276.260000 sec): 3 clusters
  Score: Raw -10630293.530910 + Penalty 3711.103372 = -10626582.427538
  nChanged 6
		SP:Iteration 43Q (5276.430000 sec): 3 clusters
  Score: Raw -10630294.357354 + Penalty 3711.103372 = -10626583.253981
  nChanged 7
		SP:Iteration 44Q (5276.600000 sec): 3 clusters
  Score: Raw -10630295.322642 + Penalty 3711.103372 = -10626584.219269
  nChanged 5
		SP:Iteration 45Q (5276.780000 sec): 3 clusters
  Score: Raw -10630295.851186 + Penalty 3711.103372 = -10626584.747814
  nChanged 3
		SP:Iteration 46Q (5276.950000 sec): 3 clusters
  Score: Raw -10630296.261693 + Penalty 3711.103372 = -10626585.158320
  nChanged 3
		SP:Iteration 47Q (5277.120000 sec): 3 clusters
  Score: Raw -10630296.787018 + Penalty 3711.103372 = -10626585.683646
  nChanged 5
		SP:Iteration 48Q (5277.300000 sec): 3 clusters
  Score: Raw -10630297.431846 + Penalty 3711.103372 = -10626586.328474
  nChanged 2
		SP:Iteration 49Q (5277.470000 sec): 3 clusters
  Score: Raw -10630297.715445 + Penalty 3711.103372 = -10626586.612072
  nChanged 4
		SP:Iteration 50Q (5277.640000 sec): 3 clusters
  Score: Raw -10630298.242319 + Penalty 3711.103372 = -10626587.138946
  nChanged 3
		SP:Iteration 51Q (5277.820000 sec): 3 clusters
  Score: Raw -10630298.395378 + Penalty 3711.103372 = -10626587.292005
  nChanged 0
		SP:Iteration 52F (5278.060000 sec): 3 clusters
  Score: Raw -10630298.395378 + Penalty 3711.103372 = -10626587.292005
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5278.120000 sec): 2 clusters
  Score: Raw -290194.524670 + Penalty 1283.129349 = -288911.395321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5278.130000 sec): 3 clusters
  Score: Raw -288982.710450 + Penalty 2566.258698 = -286416.451752
  nChanged 1020
		SP:Iteration 1F (5278.130000 sec): 3 clusters
  Score: Raw -289691.049542 + Penalty 2566.258698 = -287124.790844
  nChanged 263
		SP:Iteration 2F (5278.140000 sec): 3 clusters
  Score: Raw -289964.003468 + Penalty 2566.258698 = -287397.744770
  nChanged 200
		SP:Iteration 3F (5278.150000 sec): 3 clusters
  Score: Raw -290159.881964 + Penalty 2566.258698 = -287593.623267
  nChanged 152
		SP:Iteration 4F (5278.150000 sec): 3 clusters
  Score: Raw -290322.477028 + Penalty 2566.258698 = -287756.218331
  nChanged 125
		SP:Iteration 5Q (5278.160000 sec): 3 clusters
  Score: Raw -290430.378786 + Penalty 2566.258698 = -287864.120088
  nChanged 92
		SP:Iteration 6Q (5278.170000 sec): 3 clusters
  Score: Raw -290500.997947 + Penalty 2566.258698 = -287934.739249
  nChanged 70
		SP:Iteration 7Q (5278.170000 sec): 3 clusters
  Score: Raw -290553.234315 + Penalty 2566.258698 = -287986.975617
  nChanged 44
		SP:Iteration 8Q (5278.180000 sec): 3 clusters
  Score: Raw -290586.845019 + Penalty 2566.258698 = -288020.586321
  nChanged 39
		SP:Iteration 9Q (5278.190000 sec): 3 clusters
  Score: Raw -290622.927243 + Penalty 2566.258698 = -288056.668545
  nChanged 38
		SP:Iteration 10Q (5278.190000 sec): 3 clusters
  Score: Raw -290653.439186 + Penalty 2566.258698 = -288087.180489
  nChanged 38
		SP:Iteration 11Q (5278.200000 sec): 3 clusters
  Score: Raw -290680.093005 + Penalty 2566.258698 = -288113.834307
  nChanged 33
		SP:Iteration 12Q (5278.200000 sec): 3 clusters
  Score: Raw -290702.450937 + Penalty 2566.258698 = -288136.192240
  nChanged 36
		SP:Iteration 13Q (5278.210000 sec): 3 clusters
  Score: Raw -290719.365495 + Penalty 2566.258698 = -288153.106797
  nChanged 23
		SP:Iteration 14Q (5278.220000 sec): 3 clusters
  Score: Raw -290733.425606 + Penalty 2566.258698 = -288167.166908
  nChanged 15
		SP:Iteration 15Q (5278.220000 sec): 3 clusters
  Score: Raw -290740.507425 + Penalty 2566.258698 = -288174.248728
  nChanged 11
		SP:Iteration 16Q (5278.230000 sec): 3 clusters
  Score: Raw -290746.443253 + Penalty 2566.258698 = -288180.184555
  nChanged 11
		SP:Iteration 17Q (5278.240000 sec): 3 clusters
  Score: Raw -290753.272856 + Penalty 2566.258698 = -288187.014158
  nChanged 12
		SP:Iteration 18Q (5278.240000 sec): 3 clusters
  Score: Raw -290762.005933 + Penalty 2566.258698 = -288195.747236
  nChanged 10
		SP:Iteration 19Q (5278.250000 sec): 3 clusters
  Score: Raw -290767.148266 + Penalty 2566.258698 = -288200.889568
  nChanged 6
		SP:Iteration 20F (5278.260000 sec): 3 clusters
  Score: Raw -290769.538529 + Penalty 2566.258698 = -288203.279831
  nChanged 5
		SP:Iteration 21Q (5278.260000 sec): 3 clusters
  Score: Raw -290771.467522 + Penalty 2566.258698 = -288205.208824
  nChanged 5
		SP:Iteration 22Q (5278.270000 sec): 3 clusters
  Score: Raw -290772.760537 + Penalty 2566.258698 = -288206.501839
  nChanged 3
		SP:Iteration 23Q (5278.280000 sec): 3 clusters
  Score: Raw -290773.923698 + Penalty 2566.258698 = -288207.665000
  nChanged 2
		SP:Iteration 24Q (5278.280000 sec): 3 clusters
  Score: Raw -290774.777243 + Penalty 2566.258698 = -288208.518545
  nChanged 0
		SP:Iteration 25F (5278.290000 sec): 3 clusters
  Score: Raw -290774.777243 + Penalty 2566.258698 = -288208.518545
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5278.320000 sec): 2 clusters
  Score: Raw -1344465.686386 + Penalty 1521.343981 = -1342944.342405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5278.350000 sec): 3 clusters
  Score: Raw -1337834.436856 + Penalty 3042.687962 = -1334791.748894
  nChanged 5055
		SP:Iteration 1F (5278.380000 sec): 3 clusters
  Score: Raw -1340369.362644 + Penalty 3042.687962 = -1337326.674682
  nChanged 625
		SP:Iteration 2F (5278.410000 sec): 3 clusters
  Score: Raw -1340617.738229 + Penalty 3042.687962 = -1337575.050267
  nChanged 550
		SP:Iteration 3Q (5278.440000 sec): 3 clusters
  Score: Raw -1340854.223861 + Penalty 3042.687962 = -1337811.535899
  nChanged 548
		SP:Iteration 4Q (5278.470000 sec): 3 clusters
  Score: Raw -1341124.032254 + Penalty 3042.687962 = -1338081.344291
  nChanged 626
		SP:Iteration 5F (5278.500000 sec): 3 clusters
  Score: Raw -1341483.735220 + Penalty 3042.687962 = -1338441.047258
  nChanged 735
		SP:Iteration 6F (5278.530000 sec): 3 clusters
  Score: Raw -1341995.960853 + Penalty 3042.687962 = -1338953.272891
  nChanged 828
		SP:Iteration 7F (5278.560000 sec): 3 clusters
  Score: Raw -1342649.642622 + Penalty 3042.687962 = -1339606.954660
  nChanged 795
		SP:Iteration 8F (5278.590000 sec): 3 clusters
  Score: Raw -1343284.138792 + Penalty 3042.687962 = -1340241.450829
  nChanged 614
		SP:Iteration 9F (5278.620000 sec): 3 clusters
  Score: Raw -1343756.339987 + Penalty 3042.687962 = -1340713.652025
  nChanged 420
		SP:Iteration 10Q (5278.650000 sec): 3 clusters
  Score: Raw -1344057.484563 + Penalty 3042.687962 = -1341014.796600
  nChanged 326
		SP:Iteration 11Q (5278.680000 sec): 3 clusters
  Score: Raw -1344296.770549 + Penalty 3042.687962 = -1341254.082587
  nChanged 228
		SP:Iteration 12Q (5278.710000 sec): 3 clusters
  Score: Raw -1344439.409592 + Penalty 3042.687962 = -1341396.721630
  nChanged 157
		SP:Iteration 13Q (5278.740000 sec): 3 clusters
  Score: Raw -1344545.056043 + Penalty 3042.687962 = -1341502.368081
  nChanged 116
		SP:Iteration 14Q (5278.760000 sec): 3 clusters
  Score: Raw -1344622.708728 + Penalty 3042.687962 = -1341580.020766
  nChanged 69
		SP:Iteration 15Q (5278.790000 sec): 3 clusters
  Score: Raw -1344666.162236 + Penalty 3042.687962 = -1341623.474274
  nChanged 66
		SP:Iteration 16Q (5278.820000 sec): 3 clusters
  Score: Raw -1344716.945158 + Penalty 3042.687962 = -1341674.257196
  nChanged 52
		SP:Iteration 17Q (5278.850000 sec): 3 clusters
  Score: Raw -1344753.455803 + Penalty 3042.687962 = -1341710.767841
  nChanged 35
		SP:Iteration 18Q (5278.880000 sec): 3 clusters
  Score: Raw -1344774.677585 + Penalty 3042.687962 = -1341731.989623
  nChanged 25
		SP:Iteration 19Q (5278.900000 sec): 3 clusters
  Score: Raw -1344791.249051 + Penalty 3042.687962 = -1341748.561088
  nChanged 16
		SP:Iteration 20F (5278.930000 sec): 3 clusters
  Score: Raw -1344799.087040 + Penalty 3042.687962 = -1341756.399078
  nChanged 7
		SP:Iteration 21Q (5278.960000 sec): 3 clusters
  Score: Raw -1344801.662260 + Penalty 3042.687962 = -1341758.974298
  nChanged 6
		SP:Iteration 22Q (5278.990000 sec): 3 clusters
  Score: Raw -1344806.294625 + Penalty 3042.687962 = -1341763.606663
  nChanged 6
		SP:Iteration 23Q (5279.010000 sec): 3 clusters
  Score: Raw -1344809.265401 + Penalty 3042.687962 = -1341766.577439
  nChanged 2
		SP:Iteration 24Q (5279.040000 sec): 3 clusters
  Score: Raw -1344810.136864 + Penalty 3042.687962 = -1341767.448901
  nChanged 4
		SP:Iteration 25Q (5279.070000 sec): 3 clusters
  Score: Raw -1344811.915196 + Penalty 3042.687962 = -1341769.227234
  nChanged 1
		SP:Iteration 26Q (5279.090000 sec): 3 clusters
  Score: Raw -1344812.169806 + Penalty 3042.687962 = -1341769.481844
  nChanged 0
		SP:Iteration 27F (5279.120000 sec): 3 clusters
  Score: Raw -1344812.169806 + Penalty 3042.687962 = -1341769.481844
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5279.140000 sec): 2 clusters
  Score: Raw -494999.664345 + Penalty 1370.600326 = -493629.064019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5279.160000 sec): 3 clusters
  Score: Raw -492665.700935 + Penalty 2741.200652 = -489924.500284
  nChanged 1865
		SP:Iteration 1F (5279.160000 sec): 3 clusters
  Score: Raw -493906.434266 + Penalty 2741.200652 = -491165.233614
  nChanged 452
		SP:Iteration 2F (5279.180000 sec): 3 clusters
  Score: Raw -494387.796385 + Penalty 2741.200652 = -491646.595733
  nChanged 387
		SP:Iteration 3F (5279.190000 sec): 3 clusters
  Score: Raw -494799.397326 + Penalty 2741.200652 = -492058.196674
  nChanged 343
		SP:Iteration 4F (5279.200000 sec): 3 clusters
  Score: Raw -495094.744164 + Penalty 2741.200652 = -492353.543512
  nChanged 242
		SP:Iteration 5F (5279.210000 sec): 3 clusters
  Score: Raw -495259.643068 + Penalty 2741.200652 = -492518.442416
  nChanged 149
		SP:Iteration 6Q (5279.220000 sec): 3 clusters
  Score: Raw -495326.518901 + Penalty 2741.200652 = -492585.318249
  nChanged 77
		SP:Iteration 7Q (5279.240000 sec): 3 clusters
  Score: Raw -495351.054284 + Penalty 2741.200652 = -492609.853633
  nChanged 46
		SP:Iteration 8Q (5279.250000 sec): 3 clusters
  Score: Raw -495366.206027 + Penalty 2741.200652 = -492625.005375
  nChanged 36
		SP:Iteration 9Q (5279.260000 sec): 3 clusters
  Score: Raw -495378.518948 + Penalty 2741.200652 = -492637.318297
  nChanged 30
		SP:Iteration 10Q (5279.270000 sec): 3 clusters
  Score: Raw -495389.677669 + Penalty 2741.200652 = -492648.477017
  nChanged 20
		SP:Iteration 11Q (5279.280000 sec): 3 clusters
  Score: Raw -495396.239508 + Penalty 2741.200652 = -492655.038857
  nChanged 23
		SP:Iteration 12Q (5279.290000 sec): 3 clusters
  Score: Raw -495403.571268 + Penalty 2741.200652 = -492662.370616
  nChanged 14
		SP:Iteration 13Q (5279.300000 sec): 3 clusters
  Score: Raw -495406.906181 + Penalty 2741.200652 = -492665.705529
  nChanged 8
		SP:Iteration 14Q (5279.320000 sec): 3 clusters
  Score: Raw -495408.831125 + Penalty 2741.200652 = -492667.630473
  nChanged 11
		SP:Iteration 15Q (5279.320000 sec): 3 clusters
  Score: Raw -495411.780261 + Penalty 2741.200652 = -492670.579609
  nChanged 4
		SP:Iteration 16Q (5279.340000 sec): 3 clusters
  Score: Raw -495413.082620 + Penalty 2741.200652 = -492671.881968
  nChanged 3
		SP:Iteration 17Q (5279.350000 sec): 3 clusters
  Score: Raw -495413.419511 + Penalty 2741.200652 = -492672.218859
  nChanged 0
		SP:Iteration 18F (5279.360000 sec): 3 clusters
  Score: Raw -495413.419511 + Penalty 2741.200652 = -492672.218859
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5279.420000 sec): 2 clusters
  Score: Raw -2038271.271727 + Penalty 1591.716465 = -2036679.555262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5279.460000 sec): 3 clusters
  Score: Raw -2027554.686301 + Penalty 3183.432931 = -2024371.253370
  nChanged 8053
		SP:Iteration 1F (5279.510000 sec): 3 clusters
  Score: Raw -2032035.664742 + Penalty 3183.432931 = -2028852.231811
  nChanged 1006
		SP:Iteration 2F (5279.560000 sec): 3 clusters
  Score: Raw -2032572.382847 + Penalty 3183.432931 = -2029388.949916
  nChanged 996
		SP:Iteration 3F (5279.600000 sec): 3 clusters
  Score: Raw -2033142.036076 + Penalty 3183.432931 = -2029958.603145
  nChanged 959
		SP:Iteration 4F (5279.650000 sec): 3 clusters
  Score: Raw -2033706.842220 + Penalty 3183.432931 = -2030523.409289
  nChanged 957
		SP:Iteration 5F (5279.700000 sec): 3 clusters
  Score: Raw -2034321.562018 + Penalty 3183.432931 = -2031138.129088
  nChanged 997
		SP:Iteration 6F (5279.750000 sec): 3 clusters
  Score: Raw -2034936.864875 + Penalty 3183.432931 = -2031753.431944
  nChanged 1004
		SP:Iteration 7F (5279.800000 sec): 3 clusters
  Score: Raw -2035637.445923 + Penalty 3183.432931 = -2032454.012992
  nChanged 1116
		SP:Iteration 8F (5279.840000 sec): 3 clusters
  Score: Raw -2036451.139938 + Penalty 3183.432931 = -2033267.707007
  nChanged 1110
		SP:Iteration 9F (5279.890000 sec): 3 clusters
  Score: Raw -2037255.656074 + Penalty 3183.432931 = -2034072.223143
  nChanged 984
		SP:Iteration 10F (5279.940000 sec): 3 clusters
  Score: Raw -2038051.222024 + Penalty 3183.432931 = -2034867.789093
  nChanged 772
		SP:Iteration 11Q (5279.980000 sec): 3 clusters
  Score: Raw -2038682.741771 + Penalty 3183.432931 = -2035499.308841
  nChanged 507
		SP:Iteration 12Q (5280.030000 sec): 3 clusters
  Score: Raw -2039068.471281 + Penalty 3183.432931 = -2035885.038350
  nChanged 259
		SP:Iteration 13Q (5280.080000 sec): 3 clusters
  Score: Raw -2039215.619725 + Penalty 3183.432931 = -2036032.186795
  nChanged 125
		SP:Iteration 14Q (5280.120000 sec): 3 clusters
  Score: Raw -2039272.536248 + Penalty 3183.432931 = -2036089.103317
  nChanged 69
		SP:Iteration 15Q (5280.160000 sec): 3 clusters
  Score: Raw -2039302.468628 + Penalty 3183.432931 = -2036119.035697
  nChanged 50
		SP:Iteration 16Q (5280.210000 sec): 3 clusters
  Score: Raw -2039318.895353 + Penalty 3183.432931 = -2036135.462422
  nChanged 28
		SP:Iteration 17Q (5280.260000 sec): 3 clusters
  Score: Raw -2039328.397404 + Penalty 3183.432931 = -2036144.964473
  nChanged 21
		SP:Iteration 18Q (5280.300000 sec): 3 clusters
  Score: Raw -2039334.248755 + Penalty 3183.432931 = -2036150.815824
  nChanged 9
		SP:Iteration 19Q (5280.340000 sec): 3 clusters
  Score: Raw -2039337.301380 + Penalty 3183.432931 = -2036153.868449
  nChanged 9
		SP:Iteration 20F (5280.390000 sec): 3 clusters
  Score: Raw -2039352.719356 + Penalty 3183.432931 = -2036169.286425
  nChanged 12
		SP:Iteration 21Q (5280.440000 sec): 3 clusters
  Score: Raw -2039363.639334 + Penalty 3183.432931 = -2036180.206403
  nChanged 18
		SP:Iteration 22Q (5280.480000 sec): 3 clusters
  Score: Raw -2039371.361853 + Penalty 3183.432931 = -2036187.928922
  nChanged 15
		SP:Iteration 23Q (5280.520000 sec): 3 clusters
  Score: Raw -2039377.790790 + Penalty 3183.432931 = -2036194.357859
  nChanged 12
		SP:Iteration 24Q (5280.570000 sec): 3 clusters
  Score: Raw -2039381.567611 + Penalty 3183.432931 = -2036198.134680
  nChanged 7
		SP:Iteration 25Q (5280.620000 sec): 3 clusters
  Score: Raw -2039383.629627 + Penalty 3183.432931 = -2036200.196696
  nChanged 2
		SP:Iteration 26Q (5280.660000 sec): 3 clusters
  Score: Raw -2039384.052728 + Penalty 3183.432931 = -2036200.619798
  nChanged 0
		SP:Iteration 27F (5280.710000 sec): 3 clusters
  Score: Raw -2039384.052728 + Penalty 3183.432931 = -2036200.619798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5280.810000 sec): 2 clusters
  Score: Raw -3955118.933172 + Penalty 1693.717416 = -3953425.215755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5280.900000 sec): 3 clusters
  Score: Raw -3934129.973956 + Penalty 3387.434832 = -3930742.539124
  nChanged 15628
		SP:Iteration 1F (5280.990000 sec): 3 clusters
  Score: Raw -3942888.570447 + Penalty 3387.434832 = -3939501.135615
  nChanged 1555
		SP:Iteration 2Q (5281.080000 sec): 3 clusters
  Score: Raw -3943461.832042 + Penalty 3387.434832 = -3940074.397210
  nChanged 1637
		SP:Iteration 3Q (5281.180000 sec): 3 clusters
  Score: Raw -3944124.273159 + Penalty 3387.434832 = -3940736.838327
  nChanged 1641
		SP:Iteration 4Q (5281.270000 sec): 3 clusters
  Score: Raw -3944842.894751 + Penalty 3387.434832 = -3941455.459918
  nChanged 1660
		SP:Iteration 5Q (5281.360000 sec): 3 clusters
  Score: Raw -3945635.542806 + Penalty 3387.434832 = -3942248.107974
  nChanged 1743
		SP:Iteration 6F (5281.450000 sec): 3 clusters
  Score: Raw -3946577.722739 + Penalty 3387.434832 = -3943190.287907
  nChanged 1767
		SP:Iteration 7F (5281.540000 sec): 3 clusters
  Score: Raw -3947567.765210 + Penalty 3387.434832 = -3944180.330378
  nChanged 1714
		SP:Iteration 8F (5281.630000 sec): 3 clusters
  Score: Raw -3948553.575276 + Penalty 3387.434832 = -3945166.140444
  nChanged 1622
		SP:Iteration 9Q (5281.720000 sec): 3 clusters
  Score: Raw -3949448.302954 + Penalty 3387.434832 = -3946060.868121
  nChanged 1451
		SP:Iteration 10Q (5281.810000 sec): 3 clusters
  Score: Raw -3950105.536808 + Penalty 3387.434832 = -3946718.101975
  nChanged 1099
		SP:Iteration 11Q (5281.900000 sec): 3 clusters
  Score: Raw -3950496.524404 + Penalty 3387.434832 = -3947109.089571
  nChanged 796
		SP:Iteration 12Q (5281.990000 sec): 3 clusters
  Score: Raw -3950709.951167 + Penalty 3387.434832 = -3947322.516334
  nChanged 581
		SP:Iteration 13Q (5282.080000 sec): 3 clusters
  Score: Raw -3950837.919956 + Penalty 3387.434832 = -3947450.485123
  nChanged 417
		SP:Iteration 14Q (5282.160000 sec): 3 clusters
  Score: Raw -3950914.827243 + Penalty 3387.434832 = -3947527.392411
  nChanged 311
		SP:Iteration 15Q (5282.250000 sec): 3 clusters
  Score: Raw -3950968.052405 + Penalty 3387.434832 = -3947580.617572
  nChanged 271
		SP:Iteration 16Q (5282.340000 sec): 3 clusters
  Score: Raw -3951015.545180 + Penalty 3387.434832 = -3947628.110347
  nChanged 287
		SP:Iteration 17Q (5282.420000 sec): 3 clusters
  Score: Raw -3951070.586636 + Penalty 3387.434832 = -3947683.151804
  nChanged 284
		SP:Iteration 18Q (5282.510000 sec): 3 clusters
  Score: Raw -3951127.466443 + Penalty 3387.434832 = -3947740.031610
  nChanged 285
		SP:Iteration 19Q (5282.590000 sec): 3 clusters
  Score: Raw -3951182.091198 + Penalty 3387.434832 = -3947794.656366
  nChanged 255
		SP:Iteration 20F (5282.680000 sec): 3 clusters
  Score: Raw -3951229.350165 + Penalty 3387.434832 = -3947841.915333
  nChanged 271
		SP:Iteration 21Q (5282.770000 sec): 3 clusters
  Score: Raw -3951278.614620 + Penalty 3387.434832 = -3947891.179788
  nChanged 272
		SP:Iteration 22Q (5282.850000 sec): 3 clusters
  Score: Raw -3951328.580367 + Penalty 3387.434832 = -3947941.145535
  nChanged 259
		SP:Iteration 23Q (5282.940000 sec): 3 clusters
  Score: Raw -3951377.371951 + Penalty 3387.434832 = -3947989.937119
  nChanged 249
		SP:Iteration 24Q (5283.030000 sec): 3 clusters
  Score: Raw -3951427.420672 + Penalty 3387.434832 = -3948039.985840
  nChanged 275
		SP:Iteration 25Q (5283.110000 sec): 3 clusters
  Score: Raw -3951480.335321 + Penalty 3387.434832 = -3948092.900488
  nChanged 283
		SP:Iteration 26Q (5283.200000 sec): 3 clusters
  Score: Raw -3951539.281874 + Penalty 3387.434832 = -3948151.847042
  nChanged 276
		SP:Iteration 27Q (5283.280000 sec): 3 clusters
  Score: Raw -3951601.466642 + Penalty 3387.434832 = -3948214.031810
  nChanged 262
		SP:Iteration 28Q (5283.370000 sec): 3 clusters
  Score: Raw -3951657.040612 + Penalty 3387.434832 = -3948269.605780
  nChanged 256
		SP:Iteration 29Q (5283.450000 sec): 3 clusters
  Score: Raw -3951712.524058 + Penalty 3387.434832 = -3948325.089226
  nChanged 288
		SP:Iteration 30Q (5283.540000 sec): 3 clusters
  Score: Raw -3951773.656602 + Penalty 3387.434832 = -3948386.221770
  nChanged 294
		SP:Iteration 31Q (5283.620000 sec): 3 clusters
  Score: Raw -3951832.132040 + Penalty 3387.434832 = -3948444.697208
  nChanged 270
		SP:Iteration 32Q (5283.710000 sec): 3 clusters
  Score: Raw -3951885.079949 + Penalty 3387.434832 = -3948497.645117
  nChanged 255
		SP:Iteration 33Q (5283.790000 sec): 3 clusters
  Score: Raw -3951930.877530 + Penalty 3387.434832 = -3948543.442697
  nChanged 241
		SP:Iteration 34Q (5283.880000 sec): 3 clusters
  Score: Raw -3951973.289134 + Penalty 3387.434832 = -3948585.854302
  nChanged 255
		SP:Iteration 35Q (5283.960000 sec): 3 clusters
  Score: Raw -3952020.189249 + Penalty 3387.434832 = -3948632.754417
  nChanged 269
		SP:Iteration 36Q (5284.040000 sec): 3 clusters
  Score: Raw -3952076.707090 + Penalty 3387.434832 = -3948689.272257
  nChanged 270
		SP:Iteration 37Q (5284.120000 sec): 3 clusters
  Score: Raw -3952132.711587 + Penalty 3387.434832 = -3948745.276755
  nChanged 268
		SP:Iteration 38Q (5284.210000 sec): 3 clusters
  Score: Raw -3952181.350374 + Penalty 3387.434832 = -3948793.915542
  nChanged 246
		SP:Iteration 39Q (5284.290000 sec): 3 clusters
  Score: Raw -3952222.659761 + Penalty 3387.434832 = -3948835.224929
  nChanged 243
		SP:Iteration 40F (5284.380000 sec): 3 clusters
  Score: Raw -3952265.635529 + Penalty 3387.434832 = -3948878.200697
  nChanged 261
		SP:Iteration 41Q (5284.460000 sec): 3 clusters
  Score: Raw -3952311.477917 + Penalty 3387.434832 = -3948924.043085
  nChanged 246
		SP:Iteration 42Q (5284.550000 sec): 3 clusters
  Score: Raw -3952358.822636 + Penalty 3387.434832 = -3948971.387804
  nChanged 256
		SP:Iteration 43Q (5284.630000 sec): 3 clusters
  Score: Raw -3952408.324895 + Penalty 3387.434832 = -3949020.890063
  nChanged 276
		SP:Iteration 44Q (5284.710000 sec): 3 clusters
  Score: Raw -3952464.776080 + Penalty 3387.434832 = -3949077.341248
  nChanged 287
		SP:Iteration 45Q (5284.790000 sec): 3 clusters
  Score: Raw -3952526.007650 + Penalty 3387.434832 = -3949138.572818
  nChanged 322
		SP:Iteration 46Q (5284.880000 sec): 3 clusters
  Score: Raw -3952601.431570 + Penalty 3387.434832 = -3949213.996738
  nChanged 323
		SP:Iteration 47Q (5284.960000 sec): 3 clusters
  Score: Raw -3952677.695501 + Penalty 3387.434832 = -3949290.260668
  nChanged 330
		SP:Iteration 48Q (5285.040000 sec): 3 clusters
  Score: Raw -3952763.061478 + Penalty 3387.434832 = -3949375.626646
  nChanged 325
		SP:Iteration 49Q (5285.120000 sec): 3 clusters
  Score: Raw -3952845.477868 + Penalty 3387.434832 = -3949458.043036
  nChanged 307
		SP:Iteration 50Q (5285.200000 sec): 3 clusters
  Score: Raw -3952923.187140 + Penalty 3387.434832 = -3949535.752308
  nChanged 327
		SP:Iteration 51Q (5285.280000 sec): 3 clusters
  Score: Raw -3953011.555443 + Penalty 3387.434832 = -3949624.120611
  nChanged 342
		SP:Iteration 52Q (5285.360000 sec): 3 clusters
  Score: Raw -3953110.107143 + Penalty 3387.434832 = -3949722.672311
  nChanged 363
		SP:Iteration 53Q (5285.440000 sec): 3 clusters
  Score: Raw -3953223.956216 + Penalty 3387.434832 = -3949836.521383
  nChanged 364
		SP:Iteration 54Q (5285.510000 sec): 3 clusters
  Score: Raw -3953341.296612 + Penalty 3387.434832 = -3949953.861779
  nChanged 370
		SP:Iteration 55Q (5285.590000 sec): 3 clusters
  Score: Raw -3953462.484529 + Penalty 3387.434832 = -3950075.049697
  nChanged 378
		SP:Iteration 56Q (5285.670000 sec): 3 clusters
  Score: Raw -3953596.453595 + Penalty 3387.434832 = -3950209.018763
  nChanged 365
		SP:Iteration 57Q (5285.750000 sec): 3 clusters
  Score: Raw -3953729.741478 + Penalty 3387.434832 = -3950342.306645
  nChanged 344
		SP:Iteration 58Q (5285.820000 sec): 3 clusters
  Score: Raw -3953849.971060 + Penalty 3387.434832 = -3950462.536228
  nChanged 340
		SP:Iteration 59Q (5285.900000 sec): 3 clusters
  Score: Raw -3953975.504929 + Penalty 3387.434832 = -3950588.070097
  nChanged 328
		SP:Iteration 60F (5285.990000 sec): 3 clusters
  Score: Raw -3954093.819556 + Penalty 3387.434832 = -3950706.384724
  nChanged 323
		SP:Iteration 61Q (5286.060000 sec): 3 clusters
  Score: Raw -3954204.953180 + Penalty 3387.434832 = -3950817.518347
  nChanged 315
		SP:Iteration 62Q (5286.140000 sec): 3 clusters
  Score: Raw -3954315.391187 + Penalty 3387.434832 = -3950927.956354
  nChanged 320
		SP:Iteration 63Q (5286.210000 sec): 3 clusters
  Score: Raw -3954430.932717 + Penalty 3387.434832 = -3951043.497885
  nChanged 293
		SP:Iteration 64Q (5286.280000 sec): 3 clusters
  Score: Raw -3954536.644387 + Penalty 3387.434832 = -3951149.209555
  nChanged 269
		SP:Iteration 65Q (5286.360000 sec): 3 clusters
  Score: Raw -3954639.218759 + Penalty 3387.434832 = -3951251.783927
  nChanged 264
		SP:Iteration 66Q (5286.420000 sec): 3 clusters
  Score: Raw -3954747.446829 + Penalty 3387.434832 = -3951360.011996
  nChanged 233
		SP:Iteration 67Q (5286.500000 sec): 3 clusters
  Score: Raw -3954848.581601 + Penalty 3387.434832 = -3951461.146769
  nChanged 221
		SP:Iteration 68Q (5286.570000 sec): 3 clusters
  Score: Raw -3954942.620286 + Penalty 3387.434832 = -3951555.185454
  nChanged 179
		SP:Iteration 69Q (5286.640000 sec): 3 clusters
  Score: Raw -3955015.374009 + Penalty 3387.434832 = -3951627.939177
  nChanged 144
		SP:Iteration 70Q (5286.710000 sec): 3 clusters
  Score: Raw -3955075.322400 + Penalty 3387.434832 = -3951687.887568
  nChanged 136
		SP:Iteration 71Q (5286.780000 sec): 3 clusters
  Score: Raw -3955134.720134 + Penalty 3387.434832 = -3951747.285301
  nChanged 135
		SP:Iteration 72Q (5286.850000 sec): 3 clusters
  Score: Raw -3955199.935908 + Penalty 3387.434832 = -3951812.501075
  nChanged 128
		SP:Iteration 73Q (5286.920000 sec): 3 clusters
  Score: Raw -3955260.131548 + Penalty 3387.434832 = -3951872.696716
  nChanged 133
		SP:Iteration 74Q (5286.980000 sec): 3 clusters
  Score: Raw -3955322.231727 + Penalty 3387.434832 = -3951934.796895
  nChanged 95
		SP:Iteration 75Q (5287.050000 sec): 3 clusters
  Score: Raw -3955365.927311 + Penalty 3387.434832 = -3951978.492479
  nChanged 72
		SP:Iteration 76Q (5287.110000 sec): 3 clusters
  Score: Raw -3955396.273990 + Penalty 3387.434832 = -3952008.839158
  nChanged 56
		SP:Iteration 77Q (5287.180000 sec): 3 clusters
  Score: Raw -3955417.918632 + Penalty 3387.434832 = -3952030.483799
  nChanged 51
		SP:Iteration 78Q (5287.240000 sec): 3 clusters
  Score: Raw -3955438.632219 + Penalty 3387.434832 = -3952051.197387
  nChanged 53
		SP:Iteration 79Q (5287.310000 sec): 3 clusters
  Score: Raw -3955461.354079 + Penalty 3387.434832 = -3952073.919247
  nChanged 37
		SP:Iteration 80F (5287.400000 sec): 3 clusters
  Score: Raw -3955477.135530 + Penalty 3387.434832 = -3952089.700698
  nChanged 39
		SP:Iteration 81Q (5287.460000 sec): 3 clusters
  Score: Raw -3955494.645565 + Penalty 3387.434832 = -3952107.210733
  nChanged 37
		SP:Iteration 82Q (5287.520000 sec): 3 clusters
  Score: Raw -3955510.235798 + Penalty 3387.434832 = -3952122.800965
  nChanged 28
		SP:Iteration 83Q (5287.590000 sec): 3 clusters
  Score: Raw -3955522.737923 + Penalty 3387.434832 = -3952135.303091
  nChanged 18
		SP:Iteration 84Q (5287.650000 sec): 3 clusters
  Score: Raw -3955528.382745 + Penalty 3387.434832 = -3952140.947913
  nChanged 11
		SP:Iteration 85Q (5287.720000 sec): 3 clusters
  Score: Raw -3955531.456961 + Penalty 3387.434832 = -3952144.022129
  nChanged 12
		SP:Iteration 86Q (5287.780000 sec): 3 clusters
  Score: Raw -3955534.794153 + Penalty 3387.434832 = -3952147.359321
  nChanged 8
		SP:Iteration 87Q (5287.840000 sec): 3 clusters
  Score: Raw -3955538.974016 + Penalty 3387.434832 = -3952151.539184
  nChanged 15
		SP:Iteration 88Q (5287.910000 sec): 3 clusters
  Score: Raw -3955543.745574 + Penalty 3387.434832 = -3952156.310742
  nChanged 10
		SP:Iteration 89Q (5287.970000 sec): 3 clusters
  Score: Raw -3955547.111507 + Penalty 3387.434832 = -3952159.676675
  nChanged 7
		SP:Iteration 90Q (5288.030000 sec): 3 clusters
  Score: Raw -3955548.621434 + Penalty 3387.434832 = -3952161.186602
  nChanged 5
		SP:Iteration 91Q (5288.100000 sec): 3 clusters
  Score: Raw -3955549.649237 + Penalty 3387.434832 = -3952162.214404
  nChanged 1
		SP:Iteration 92Q (5288.160000 sec): 3 clusters
  Score: Raw -3955549.835841 + Penalty 3387.434832 = -3952162.401009
  nChanged 0
		SP:Iteration 93F (5288.250000 sec): 3 clusters
  Score: Raw -3955549.835841 + Penalty 3387.434832 = -3952162.401009
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5288.280000 sec): 2 clusters
  Score: Raw -670895.956743 + Penalty 1415.475673 = -669480.481070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5288.300000 sec): 3 clusters
  Score: Raw -667664.562147 + Penalty 2830.951347 = -664833.610801
  nChanged 2487
		SP:Iteration 1F (5288.310000 sec): 3 clusters
  Score: Raw -669127.789073 + Penalty 2830.951347 = -666296.837726
  nChanged 518
		SP:Iteration 2F (5288.330000 sec): 3 clusters
  Score: Raw -669526.620213 + Penalty 2830.951347 = -666695.668867
  nChanged 470
		SP:Iteration 3F (5288.340000 sec): 3 clusters
  Score: Raw -669877.630903 + Penalty 2830.951347 = -667046.679556
  nChanged 403
		SP:Iteration 4F (5288.360000 sec): 3 clusters
  Score: Raw -670191.492619 + Penalty 2830.951347 = -667360.541272
  nChanged 357
		SP:Iteration 5F (5288.380000 sec): 3 clusters
  Score: Raw -670459.459735 + Penalty 2830.951347 = -667628.508388
  nChanged 311
		SP:Iteration 6F (5288.390000 sec): 3 clusters
  Score: Raw -670678.097401 + Penalty 2830.951347 = -667847.146055
  nChanged 249
		SP:Iteration 7Q (5288.400000 sec): 3 clusters
  Score: Raw -670837.660710 + Penalty 2830.951347 = -668006.709363
  nChanged 208
		SP:Iteration 8Q (5288.420000 sec): 3 clusters
  Score: Raw -670952.695783 + Penalty 2830.951347 = -668121.744436
  nChanged 137
		SP:Iteration 9Q (5288.440000 sec): 3 clusters
  Score: Raw -671002.049374 + Penalty 2830.951347 = -668171.098028
  nChanged 76
		SP:Iteration 10Q (5288.450000 sec): 3 clusters
  Score: Raw -671032.166811 + Penalty 2830.951347 = -668201.215464
  nChanged 74
		SP:Iteration 11Q (5288.460000 sec): 3 clusters
  Score: Raw -671065.034360 + Penalty 2830.951347 = -668234.083013
  nChanged 76
		SP:Iteration 12Q (5288.480000 sec): 3 clusters
  Score: Raw -671096.159380 + Penalty 2830.951347 = -668265.208034
  nChanged 59
		SP:Iteration 13Q (5288.500000 sec): 3 clusters
  Score: Raw -671121.895040 + Penalty 2830.951347 = -668290.943694
  nChanged 52
		SP:Iteration 14Q (5288.510000 sec): 3 clusters
  Score: Raw -671136.942752 + Penalty 2830.951347 = -668305.991406
  nChanged 42
		SP:Iteration 15Q (5288.520000 sec): 3 clusters
  Score: Raw -671147.906974 + Penalty 2830.951347 = -668316.955628
  nChanged 26
		SP:Iteration 16Q (5288.540000 sec): 3 clusters
  Score: Raw -671154.030494 + Penalty 2830.951347 = -668323.079147
  nChanged 20
		SP:Iteration 17Q (5288.550000 sec): 3 clusters
  Score: Raw -671159.049975 + Penalty 2830.951347 = -668328.098629
  nChanged 23
		SP:Iteration 18Q (5288.570000 sec): 3 clusters
  Score: Raw -671164.582182 + Penalty 2830.951347 = -668333.630836
  nChanged 18
		SP:Iteration 19Q (5288.580000 sec): 3 clusters
  Score: Raw -671169.598268 + Penalty 2830.951347 = -668338.646921
  nChanged 22
		SP:Iteration 20F (5288.600000 sec): 3 clusters
  Score: Raw -671175.957613 + Penalty 2830.951347 = -668345.006267
  nChanged 24
		SP:Iteration 21Q (5288.610000 sec): 3 clusters
  Score: Raw -671181.357178 + Penalty 2830.951347 = -668350.405831
  nChanged 17
		SP:Iteration 22Q (5288.630000 sec): 3 clusters
  Score: Raw -671185.161007 + Penalty 2830.951347 = -668354.209660
  nChanged 15
		SP:Iteration 23Q (5288.640000 sec): 3 clusters
  Score: Raw -671189.536037 + Penalty 2830.951347 = -668358.584690
  nChanged 9
		SP:Iteration 24Q (5288.660000 sec): 3 clusters
  Score: Raw -671191.872898 + Penalty 2830.951347 = -668360.921551
  nChanged 10
		SP:Iteration 25Q (5288.670000 sec): 3 clusters
  Score: Raw -671194.235909 + Penalty 2830.951347 = -668363.284562
  nChanged 9
		SP:Iteration 26Q (5288.680000 sec): 3 clusters
  Score: Raw -671196.700619 + Penalty 2830.951347 = -668365.749273
  nChanged 6
		SP:Iteration 27Q (5288.700000 sec): 3 clusters
  Score: Raw -671198.032819 + Penalty 2830.951347 = -668367.081473
  nChanged 5
		SP:Iteration 28Q (5288.710000 sec): 3 clusters
  Score: Raw -671198.780277 + Penalty 2830.951347 = -668367.828931
  nChanged 2
		SP:Iteration 29Q (5288.730000 sec): 3 clusters
  Score: Raw -671199.123472 + Penalty 2830.951347 = -668368.172126
  nChanged 1
		SP:Iteration 30Q (5288.740000 sec): 3 clusters
  Score: Raw -671199.325160 + Penalty 2830.951347 = -668368.373814
  nChanged 3
		SP:Iteration 31Q (5288.760000 sec): 3 clusters
  Score: Raw -671200.015344 + Penalty 2830.951347 = -668369.063997
  nChanged 6
		SP:Iteration 32Q (5288.770000 sec): 3 clusters
  Score: Raw -671201.234333 + Penalty 2830.951347 = -668370.282987
  nChanged 4
		SP:Iteration 33Q (5288.780000 sec): 3 clusters
  Score: Raw -671202.279201 + Penalty 2830.951347 = -668371.327855
  nChanged 4
		SP:Iteration 34Q (5288.800000 sec): 3 clusters
  Score: Raw -671202.777840 + Penalty 2830.951347 = -668371.826493
  nChanged 0
		SP:Iteration 35F (5288.820000 sec): 3 clusters
  Score: Raw -671202.777840 + Penalty 2830.951347 = -668371.826493
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5288.820000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5288.830000 sec): 3 clusters
  Score: Raw -102339.291443 + Penalty 2207.511939 = -100131.779504
  nChanged 255
		SP:Iteration 1F (5288.830000 sec): 3 clusters
  Score: Raw -102604.337310 + Penalty 2207.511939 = -100396.825371
  nChanged 68
		SP:Iteration 2F (5288.830000 sec): 3 clusters
  Score: Raw -102707.574815 + Penalty 2207.511939 = -100500.062876
  nChanged 41
		SP:Iteration 3Q (5288.830000 sec): 3 clusters
  Score: Raw -102756.423410 + Penalty 2207.511939 = -100548.911471
  nChanged 16
		SP:Iteration 4Q (5288.840000 sec): 3 clusters
  Score: Raw -102772.213532 + Penalty 2207.511939 = -100564.701593
  nChanged 12
		SP:Iteration 5Q (5288.840000 sec): 3 clusters
  Score: Raw -102779.657224 + Penalty 2207.511939 = -100572.145285
  nChanged 4
		SP:Iteration 6Q (5288.840000 sec): 3 clusters
  Score: Raw -102783.085402 + Penalty 2207.511939 = -100575.573463
  nChanged 6
		SP:Iteration 7Q (5288.840000 sec): 3 clusters
  Score: Raw -102789.158599 + Penalty 2207.511939 = -100581.646660
  nChanged 7
		SP:Iteration 8Q (5288.840000 sec): 3 clusters
  Score: Raw -102799.118194 + Penalty 2207.511939 = -100591.606255
  nChanged 11
		SP:Iteration 9Q (5288.840000 sec): 3 clusters
  Score: Raw -102815.288723 + Penalty 2207.511939 = -100607.776784
  nChanged 9
		SP:Iteration 10Q (5288.850000 sec): 3 clusters
  Score: Raw -102824.798255 + Penalty 2207.511939 = -100617.286316
  nChanged 10
		SP:Iteration 11Q (5288.850000 sec): 3 clusters
  Score: Raw -102833.302460 + Penalty 2207.511939 = -100625.790521
  nChanged 7
		SP:Iteration 12Q (5288.850000 sec): 3 clusters
  Score: Raw -102841.909447 + Penalty 2207.511939 = -100634.397508
  nChanged 8
		SP:Iteration 13Q (5288.860000 sec): 3 clusters
  Score: Raw -102850.144909 + Penalty 2207.511939 = -100642.632970
  nChanged 4
		SP:Iteration 14Q (5288.860000 sec): 3 clusters
  Score: Raw -102855.075751 + Penalty 2207.511939 = -100647.563812
  nChanged 11
		SP:Iteration 15Q (5288.860000 sec): 3 clusters
  Score: Raw -102866.668989 + Penalty 2207.511939 = -100659.157050
  nChanged 11
		SP:Iteration 16Q (5288.860000 sec): 3 clusters
  Score: Raw -102875.070828 + Penalty 2207.511939 = -100667.558890
  nChanged 8
		SP:Iteration 17Q (5288.860000 sec): 3 clusters
  Score: Raw -102884.237115 + Penalty 2207.511939 = -100676.725176
  nChanged 6
		SP:Iteration 18Q (5288.860000 sec): 3 clusters
  Score: Raw -102889.184865 + Penalty 2207.511939 = -100681.672926
  nChanged 3
		SP:Iteration 19Q (5288.870000 sec): 3 clusters
  Score: Raw -102892.218581 + Penalty 2207.511939 = -100684.706642
  nChanged 3
		SP:Iteration 20F (5288.870000 sec): 3 clusters
  Score: Raw -102894.427110 + Penalty 2207.511939 = -100686.915171
  nChanged 1
		SP:Iteration 21Q (5288.870000 sec): 3 clusters
  Score: Raw -102894.808437 + Penalty 2207.511939 = -100687.296498
  nChanged 1
		SP:Iteration 22Q (5288.870000 sec): 3 clusters
  Score: Raw -102895.809982 + Penalty 2207.511939 = -100688.298043
  nChanged 0
		SP:Iteration 23F (5288.880000 sec): 3 clusters
  Score: Raw -102895.809982 + Penalty 2207.511939 = -100688.298043
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5288.940000 sec): 2 clusters
  Score: Raw -2219292.190636 + Penalty 1605.185916 = -2217687.004720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5288.990000 sec): 3 clusters
  Score: Raw -2207666.754887 + Penalty 3210.371832 = -2204456.383055
  nChanged 8786
		SP:Iteration 1F (5289.040000 sec): 3 clusters
  Score: Raw -2212802.777099 + Penalty 3210.371832 = -2209592.405267
  nChanged 1150
		SP:Iteration 2F (5289.090000 sec): 3 clusters
  Score: Raw -2213381.708239 + Penalty 3210.371832 = -2210171.336407
  nChanged 1092
		SP:Iteration 3F (5289.140000 sec): 3 clusters
  Score: Raw -2213897.967073 + Penalty 3210.371832 = -2210687.595241
  nChanged 1063
		SP:Iteration 4F (5289.200000 sec): 3 clusters
  Score: Raw -2214413.046417 + Penalty 3210.371832 = -2211202.674585
  nChanged 1047
		SP:Iteration 5F (5289.250000 sec): 3 clusters
  Score: Raw -2214950.157417 + Penalty 3210.371832 = -2211739.785585
  nChanged 1068
		SP:Iteration 6F (5289.300000 sec): 3 clusters
  Score: Raw -2215514.483691 + Penalty 3210.371832 = -2212304.111859
  nChanged 1028
		SP:Iteration 7F (5289.360000 sec): 3 clusters
  Score: Raw -2216104.228514 + Penalty 3210.371832 = -2212893.856682
  nChanged 951
		SP:Iteration 8Q (5289.410000 sec): 3 clusters
  Score: Raw -2216733.806731 + Penalty 3210.371832 = -2213523.434899
  nChanged 856
		SP:Iteration 9Q (5289.460000 sec): 3 clusters
  Score: Raw -2217386.080632 + Penalty 3210.371832 = -2214175.708800
  nChanged 709
		SP:Iteration 10Q (5289.510000 sec): 3 clusters
  Score: Raw -2217949.344795 + Penalty 3210.371832 = -2214738.972963
  nChanged 607
		SP:Iteration 11Q (5289.560000 sec): 3 clusters
  Score: Raw -2218398.819815 + Penalty 3210.371832 = -2215188.447984
  nChanged 504
		SP:Iteration 12Q (5289.610000 sec): 3 clusters
  Score: Raw -2218754.879995 + Penalty 3210.371832 = -2215544.508163
  nChanged 403
		SP:Iteration 13Q (5289.660000 sec): 3 clusters
  Score: Raw -2219038.195259 + Penalty 3210.371832 = -2215827.823427
  nChanged 334
		SP:Iteration 14Q (5289.700000 sec): 3 clusters
  Score: Raw -2219263.520226 + Penalty 3210.371832 = -2216053.148394
  nChanged 292
		SP:Iteration 15Q (5289.750000 sec): 3 clusters
  Score: Raw -2219464.768135 + Penalty 3210.371832 = -2216254.396303
  nChanged 236
		SP:Iteration 16Q (5289.790000 sec): 3 clusters
  Score: Raw -2219621.630761 + Penalty 3210.371832 = -2216411.258929
  nChanged 180
		SP:Iteration 17Q (5289.840000 sec): 3 clusters
  Score: Raw -2219728.077560 + Penalty 3210.371832 = -2216517.705728
  nChanged 119
		SP:Iteration 18Q (5289.880000 sec): 3 clusters
  Score: Raw -2219784.971977 + Penalty 3210.371832 = -2216574.600145
  nChanged 104
		SP:Iteration 19Q (5289.920000 sec): 3 clusters
  Score: Raw -2219825.306510 + Penalty 3210.371832 = -2216614.934678
  nChanged 80
		SP:Iteration 20F (5289.960000 sec): 3 clusters
  Score: Raw -2219857.040374 + Penalty 3210.371832 = -2216646.668543
  nChanged 67
		SP:Iteration 21Q (5290.000000 sec): 3 clusters
  Score: Raw -2219882.277027 + Penalty 3210.371832 = -2216671.905195
  nChanged 46
		SP:Iteration 22Q (5290.040000 sec): 3 clusters
  Score: Raw -2219897.102681 + Penalty 3210.371832 = -2216686.730849
  nChanged 42
		SP:Iteration 23Q (5290.080000 sec): 3 clusters
  Score: Raw -2219907.366584 + Penalty 3210.371832 = -2216696.994753
  nChanged 23
		SP:Iteration 24Q (5290.120000 sec): 3 clusters
  Score: Raw -2219913.936518 + Penalty 3210.371832 = -2216703.564686
  nChanged 22
		SP:Iteration 25Q (5290.160000 sec): 3 clusters
  Score: Raw -2219920.024276 + Penalty 3210.371832 = -2216709.652444
  nChanged 25
		SP:Iteration 26Q (5290.200000 sec): 3 clusters
  Score: Raw -2219926.550780 + Penalty 3210.371832 = -2216716.178948
  nChanged 19
		SP:Iteration 27Q (5290.240000 sec): 3 clusters
  Score: Raw -2219932.271369 + Penalty 3210.371832 = -2216721.899537
  nChanged 20
		SP:Iteration 28Q (5290.280000 sec): 3 clusters
  Score: Raw -2219938.570094 + Penalty 3210.371832 = -2216728.198262
  nChanged 14
		SP:Iteration 29Q (5290.320000 sec): 3 clusters
  Score: Raw -2219942.094423 + Penalty 3210.371832 = -2216731.722592
  nChanged 15
		SP:Iteration 30Q (5290.360000 sec): 3 clusters
  Score: Raw -2219946.097718 + Penalty 3210.371832 = -2216735.725886
  nChanged 14
		SP:Iteration 31Q (5290.400000 sec): 3 clusters
  Score: Raw -2219949.949000 + Penalty 3210.371832 = -2216739.577168
  nChanged 12
		SP:Iteration 32Q (5290.440000 sec): 3 clusters
  Score: Raw -2219952.663918 + Penalty 3210.371832 = -2216742.292086
  nChanged 8
		SP:Iteration 33Q (5290.470000 sec): 3 clusters
  Score: Raw -2219954.518511 + Penalty 3210.371832 = -2216744.146679
  nChanged 8
		SP:Iteration 34Q (5290.510000 sec): 3 clusters
  Score: Raw -2219955.526694 + Penalty 3210.371832 = -2216745.154862
  nChanged 4
		SP:Iteration 35Q (5290.550000 sec): 3 clusters
  Score: Raw -2219956.113594 + Penalty 3210.371832 = -2216745.741762
  nChanged 2
		SP:Iteration 36Q (5290.580000 sec): 3 clusters
  Score: Raw -2219956.506683 + Penalty 3210.371832 = -2216746.134851
  nChanged 1
		SP:Iteration 37Q (5290.620000 sec): 3 clusters
  Score: Raw -2219956.751572 + Penalty 3210.371832 = -2216746.379740
  nChanged 2
		SP:Iteration 38Q (5290.660000 sec): 3 clusters
  Score: Raw -2219957.181037 + Penalty 3210.371832 = -2216746.809205
  nChanged 3
		SP:Iteration 39Q (5290.700000 sec): 3 clusters
  Score: Raw -2219957.903628 + Penalty 3210.371832 = -2216747.531796
  nChanged 1
		SP:Iteration 40F (5290.750000 sec): 3 clusters
  Score: Raw -2219958.163341 + Penalty 3210.371832 = -2216747.791509
  nChanged 3
		SP:Iteration 41Q (5290.790000 sec): 3 clusters
  Score: Raw -2219958.596184 + Penalty 3210.371832 = -2216748.224352
  nChanged 2
		SP:Iteration 42Q (5290.820000 sec): 3 clusters
  Score: Raw -2219959.614917 + Penalty 3210.371832 = -2216749.243085
  nChanged 5
		SP:Iteration 43Q (5290.860000 sec): 3 clusters
  Score: Raw -2219960.637961 + Penalty 3210.371832 = -2216750.266129
  nChanged 3
		SP:Iteration 44Q (5290.900000 sec): 3 clusters
  Score: Raw -2219961.396109 + Penalty 3210.371832 = -2216751.024277
  nChanged 3
		SP:Iteration 45Q (5290.940000 sec): 3 clusters
  Score: Raw -2219962.578959 + Penalty 3210.371832 = -2216752.207127
  nChanged 2
		SP:Iteration 46Q (5290.980000 sec): 3 clusters
  Score: Raw -2219962.816868 + Penalty 3210.371832 = -2216752.445036
  nChanged 2
		SP:Iteration 47Q (5291.020000 sec): 3 clusters
  Score: Raw -2219963.343609 + Penalty 3210.371832 = -2216752.971777
  nChanged 3
		SP:Iteration 48Q (5291.060000 sec): 3 clusters
  Score: Raw -2219963.827618 + Penalty 3210.371832 = -2216753.455786
  nChanged 1
		SP:Iteration 49Q (5291.090000 sec): 3 clusters
  Score: Raw -2219964.007848 + Penalty 3210.371832 = -2216753.636016
  nChanged 1
		SP:Iteration 50Q (5291.130000 sec): 3 clusters
  Score: Raw -2219964.546258 + Penalty 3210.371832 = -2216754.174426
  nChanged 4
		SP:Iteration 51Q (5291.170000 sec): 3 clusters
  Score: Raw -2219966.401823 + Penalty 3210.371832 = -2216756.029991
  nChanged 8
		SP:Iteration 52Q (5291.210000 sec): 3 clusters
  Score: Raw -2219970.021205 + Penalty 3210.371832 = -2216759.649373
  nChanged 10
		SP:Iteration 53Q (5291.250000 sec): 3 clusters
  Score: Raw -2219973.241035 + Penalty 3210.371832 = -2216762.869203
  nChanged 8
		SP:Iteration 54Q (5291.280000 sec): 3 clusters
  Score: Raw -2219975.261807 + Penalty 3210.371832 = -2216764.889975
  nChanged 8
		SP:Iteration 55Q (5291.320000 sec): 3 clusters
  Score: Raw -2219977.446564 + Penalty 3210.371832 = -2216767.074732
  nChanged 9
		SP:Iteration 56Q (5291.360000 sec): 3 clusters
  Score: Raw -2219979.579539 + Penalty 3210.371832 = -2216769.207707
  nChanged 8
		SP:Iteration 57Q (5291.400000 sec): 3 clusters
  Score: Raw -2219981.830480 + Penalty 3210.371832 = -2216771.458648
  nChanged 8
		SP:Iteration 58Q (5291.440000 sec): 3 clusters
  Score: Raw -2219983.115088 + Penalty 3210.371832 = -2216772.743256
  nChanged 2
		SP:Iteration 59Q (5291.480000 sec): 3 clusters
  Score: Raw -2219983.443897 + Penalty 3210.371832 = -2216773.072065
  nChanged 2
		SP:Iteration 60F (5291.530000 sec): 3 clusters
  Score: Raw -2219983.879800 + Penalty 3210.371832 = -2216773.507968
  nChanged 1
		SP:Iteration 61Q (5291.570000 sec): 3 clusters
  Score: Raw -2219984.118578 + Penalty 3210.371832 = -2216773.746747
  nChanged 1
		SP:Iteration 62Q (5291.600000 sec): 3 clusters
  Score: Raw -2219984.324485 + Penalty 3210.371832 = -2216773.952653
  nChanged 2
		SP:Iteration 63Q (5291.640000 sec): 3 clusters
  Score: Raw -2219984.736933 + Penalty 3210.371832 = -2216774.365102
  nChanged 0
		SP:Iteration 64F (5291.700000 sec): 3 clusters
  Score: Raw -2219984.736933 + Penalty 3210.371832 = -2216774.365102
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5291.720000 sec): 2 clusters
  Score: Raw -598212.587312 + Penalty 1403.961771 = -596808.625542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5291.740000 sec): 3 clusters
  Score: Raw -595304.159561 + Penalty 2807.923542 = -592496.236019
  nChanged 2314
		SP:Iteration 1F (5291.750000 sec): 3 clusters
  Score: Raw -596842.268475 + Penalty 2807.923542 = -594034.344933
  nChanged 482
		SP:Iteration 2F (5291.760000 sec): 3 clusters
  Score: Raw -597199.568372 + Penalty 2807.923542 = -594391.644830
  nChanged 348
		SP:Iteration 3F (5291.780000 sec): 3 clusters
  Score: Raw -597455.477221 + Penalty 2807.923542 = -594647.553680
  nChanged 284
		SP:Iteration 4F (5291.790000 sec): 3 clusters
  Score: Raw -597611.862004 + Penalty 2807.923542 = -594803.938462
  nChanged 207
		SP:Iteration 5Q (5291.810000 sec): 3 clusters
  Score: Raw -597711.108217 + Penalty 2807.923542 = -594903.184676
  nChanged 159
		SP:Iteration 6Q (5291.820000 sec): 3 clusters
  Score: Raw -597787.569201 + Penalty 2807.923542 = -594979.645660
  nChanged 156
		SP:Iteration 7Q (5291.840000 sec): 3 clusters
  Score: Raw -597860.245759 + Penalty 2807.923542 = -595052.322217
  nChanged 129
		SP:Iteration 8Q (5291.850000 sec): 3 clusters
  Score: Raw -597922.064474 + Penalty 2807.923542 = -595114.140933
  nChanged 126
		SP:Iteration 9Q (5291.860000 sec): 3 clusters
  Score: Raw -597983.166055 + Penalty 2807.923542 = -595175.242514
  nChanged 108
		SP:Iteration 10Q (5291.880000 sec): 3 clusters
  Score: Raw -598038.244854 + Penalty 2807.923542 = -595230.321312
  nChanged 101
		SP:Iteration 11Q (5291.890000 sec): 3 clusters
  Score: Raw -598084.106159 + Penalty 2807.923542 = -595276.182617
  nChanged 77
		SP:Iteration 12Q (5291.900000 sec): 3 clusters
  Score: Raw -598117.372044 + Penalty 2807.923542 = -595309.448503
  nChanged 81
		SP:Iteration 13Q (5291.920000 sec): 3 clusters
  Score: Raw -598155.963891 + Penalty 2807.923542 = -595348.040350
  nChanged 84
		SP:Iteration 14Q (5291.930000 sec): 3 clusters
  Score: Raw -598189.516489 + Penalty 2807.923542 = -595381.592947
  nChanged 61
		SP:Iteration 15Q (5291.950000 sec): 3 clusters
  Score: Raw -598216.779601 + Penalty 2807.923542 = -595408.856059
  nChanged 54
		SP:Iteration 16Q (5291.960000 sec): 3 clusters
  Score: Raw -598240.754262 + Penalty 2807.923542 = -595432.830721
  nChanged 61
		SP:Iteration 17Q (5291.970000 sec): 3 clusters
  Score: Raw -598274.549789 + Penalty 2807.923542 = -595466.626247
  nChanged 56
		SP:Iteration 18Q (5291.990000 sec): 3 clusters
  Score: Raw -598309.720485 + Penalty 2807.923542 = -595501.796943
  nChanged 55
		SP:Iteration 19Q (5292.000000 sec): 3 clusters
  Score: Raw -598341.059232 + Penalty 2807.923542 = -595533.135690
  nChanged 49
		SP:Iteration 20F (5292.020000 sec): 3 clusters
  Score: Raw -598373.392139 + Penalty 2807.923542 = -595565.468597
  nChanged 43
		SP:Iteration 21Q (5292.030000 sec): 3 clusters
  Score: Raw -598392.162371 + Penalty 2807.923542 = -595584.238829
  nChanged 32
		SP:Iteration 22Q (5292.040000 sec): 3 clusters
  Score: Raw -598408.414642 + Penalty 2807.923542 = -595600.491100
  nChanged 32
		SP:Iteration 23Q (5292.060000 sec): 3 clusters
  Score: Raw -598421.833760 + Penalty 2807.923542 = -595613.910218
  nChanged 19
		SP:Iteration 24Q (5292.070000 sec): 3 clusters
  Score: Raw -598431.271109 + Penalty 2807.923542 = -595623.347567
  nChanged 26
		SP:Iteration 25Q (5292.080000 sec): 3 clusters
  Score: Raw -598441.040987 + Penalty 2807.923542 = -595633.117445
  nChanged 23
		SP:Iteration 26Q (5292.100000 sec): 3 clusters
  Score: Raw -598451.191617 + Penalty 2807.923542 = -595643.268075
  nChanged 21
		SP:Iteration 27Q (5292.110000 sec): 3 clusters
  Score: Raw -598460.403934 + Penalty 2807.923542 = -595652.480392
  nChanged 16
		SP:Iteration 28Q (5292.120000 sec): 3 clusters
  Score: Raw -598469.071161 + Penalty 2807.923542 = -595661.147619
  nChanged 17
		SP:Iteration 29Q (5292.130000 sec): 3 clusters
  Score: Raw -598476.902053 + Penalty 2807.923542 = -595668.978511
  nChanged 14
		SP:Iteration 30Q (5292.150000 sec): 3 clusters
  Score: Raw -598482.641039 + Penalty 2807.923542 = -595674.717498
  nChanged 14
		SP:Iteration 31Q (5292.160000 sec): 3 clusters
  Score: Raw -598485.890684 + Penalty 2807.923542 = -595677.967142
  nChanged 8
		SP:Iteration 32Q (5292.170000 sec): 3 clusters
  Score: Raw -598488.766523 + Penalty 2807.923542 = -595680.842981
  nChanged 6
		SP:Iteration 33Q (5292.180000 sec): 3 clusters
  Score: Raw -598490.237001 + Penalty 2807.923542 = -595682.313459
  nChanged 3
		SP:Iteration 34Q (5292.200000 sec): 3 clusters
  Score: Raw -598491.628583 + Penalty 2807.923542 = -595683.705041
  nChanged 2
		SP:Iteration 35Q (5292.210000 sec): 3 clusters
  Score: Raw -598492.089374 + Penalty 2807.923542 = -595684.165832
  nChanged 0
		SP:Iteration 36F (5292.220000 sec): 3 clusters
  Score: Raw -598492.089374 + Penalty 2807.923542 = -595684.165832
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (27682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5292.310000 sec): 2 clusters
  Score: Raw -3200351.339777 + Penalty 1662.137370 = -3198689.202407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5292.380000 sec): 3 clusters
  Score: Raw -3183136.398994 + Penalty 3324.274740 = -3179812.124254
  nChanged 12823
		SP:Iteration 1F (5292.460000 sec): 3 clusters
  Score: Raw -3190260.254233 + Penalty 3324.274740 = -3186935.979493
  nChanged 1375
		SP:Iteration 2Q (5292.530000 sec): 3 clusters
  Score: Raw -3190790.325470 + Penalty 3324.274740 = -3187466.050730
  nChanged 1357
		SP:Iteration 3Q (5292.610000 sec): 3 clusters
  Score: Raw -3191341.974791 + Penalty 3324.274740 = -3188017.700051
  nChanged 1382
		SP:Iteration 4Q (5292.680000 sec): 3 clusters
  Score: Raw -3192017.850683 + Penalty 3324.274740 = -3188693.575943
  nChanged 1448
		SP:Iteration 5F (5292.760000 sec): 3 clusters
  Score: Raw -3192728.971272 + Penalty 3324.274740 = -3189404.696532
  nChanged 1448
		SP:Iteration 6F (5292.830000 sec): 3 clusters
  Score: Raw -3193474.594283 + Penalty 3324.274740 = -3190150.319543
  nChanged 1430
		SP:Iteration 7F (5292.900000 sec): 3 clusters
  Score: Raw -3194202.923697 + Penalty 3324.274740 = -3190878.648957
  nChanged 1365
		SP:Iteration 8Q (5292.980000 sec): 3 clusters
  Score: Raw -3194864.737787 + Penalty 3324.274740 = -3191540.463047
  nChanged 1267
		SP:Iteration 9Q (5293.050000 sec): 3 clusters
  Score: Raw -3195513.039342 + Penalty 3324.274740 = -3192188.764602
  nChanged 1191
		SP:Iteration 10Q (5293.130000 sec): 3 clusters
  Score: Raw -3196208.391354 + Penalty 3324.274740 = -3192884.116614
  nChanged 1158
		SP:Iteration 11Q (5293.200000 sec): 3 clusters
  Score: Raw -3196905.293875 + Penalty 3324.274740 = -3193581.019135
  nChanged 1026
		SP:Iteration 12Q (5293.270000 sec): 3 clusters
  Score: Raw -3197534.223948 + Penalty 3324.274740 = -3194209.949208
  nChanged 968
		SP:Iteration 13Q (5293.340000 sec): 3 clusters
  Score: Raw -3198075.010163 + Penalty 3324.274740 = -3194750.735423
  nChanged 885
		SP:Iteration 14Q (5293.410000 sec): 3 clusters
  Score: Raw -3198488.425099 + Penalty 3324.274740 = -3195164.150359
  nChanged 752
		SP:Iteration 15Q (5293.480000 sec): 3 clusters
  Score: Raw -3198799.906395 + Penalty 3324.274740 = -3195475.631655
  nChanged 652
		SP:Iteration 16Q (5293.550000 sec): 3 clusters
  Score: Raw -3199024.291366 + Penalty 3324.274740 = -3195700.016626
  nChanged 535
		SP:Iteration 17Q (5293.620000 sec): 3 clusters
  Score: Raw -3199192.237719 + Penalty 3324.274740 = -3195867.962979
  nChanged 491
		SP:Iteration 18Q (5293.680000 sec): 3 clusters
  Score: Raw -3199341.333732 + Penalty 3324.274740 = -3196017.058992
  nChanged 448
		SP:Iteration 19Q (5293.750000 sec): 3 clusters
  Score: Raw -3199481.948101 + Penalty 3324.274740 = -3196157.673361
  nChanged 416
		SP:Iteration 20F (5293.820000 sec): 3 clusters
  Score: Raw -3199623.700865 + Penalty 3324.274740 = -3196299.426125
  nChanged 390
		SP:Iteration 21Q (5293.890000 sec): 3 clusters
  Score: Raw -3199767.971342 + Penalty 3324.274740 = -3196443.696602
  nChanged 384
		SP:Iteration 22Q (5293.960000 sec): 3 clusters
  Score: Raw -3199915.725627 + Penalty 3324.274740 = -3196591.450887
  nChanged 364
		SP:Iteration 23Q (5294.020000 sec): 3 clusters
  Score: Raw -3200058.346255 + Penalty 3324.274740 = -3196734.071515
  nChanged 354
		SP:Iteration 24Q (5294.090000 sec): 3 clusters
  Score: Raw -3200182.558482 + Penalty 3324.274740 = -3196858.283742
  nChanged 311
		SP:Iteration 25Q (5294.160000 sec): 3 clusters
  Score: Raw -3200273.034362 + Penalty 3324.274740 = -3196948.759622
  nChanged 254
		SP:Iteration 26Q (5294.220000 sec): 3 clusters
  Score: Raw -3200346.242775 + Penalty 3324.274740 = -3197021.968035
  nChanged 225
		SP:Iteration 27Q (5294.290000 sec): 3 clusters
  Score: Raw -3200401.716864 + Penalty 3324.274740 = -3197077.442124
  nChanged 175
		SP:Iteration 28Q (5294.350000 sec): 3 clusters
  Score: Raw -3200444.136270 + Penalty 3324.274740 = -3197119.861530
  nChanged 170
		SP:Iteration 29Q (5294.420000 sec): 3 clusters
  Score: Raw -3200482.535880 + Penalty 3324.274740 = -3197158.261140
  nChanged 166
		SP:Iteration 30Q (5294.480000 sec): 3 clusters
  Score: Raw -3200512.038441 + Penalty 3324.274740 = -3197187.763701
  nChanged 126
		SP:Iteration 31Q (5294.550000 sec): 3 clusters
  Score: Raw -3200535.934281 + Penalty 3324.274740 = -3197211.659541
  nChanged 123
		SP:Iteration 32Q (5294.620000 sec): 3 clusters
  Score: Raw -3200556.541934 + Penalty 3324.274740 = -3197232.267194
  nChanged 125
		SP:Iteration 33Q (5294.680000 sec): 3 clusters
  Score: Raw -3200577.154552 + Penalty 3324.274740 = -3197252.879812
  nChanged 115
		SP:Iteration 34Q (5294.750000 sec): 3 clusters
  Score: Raw -3200598.878976 + Penalty 3324.274740 = -3197274.604236
  nChanged 125
		SP:Iteration 35Q (5294.820000 sec): 3 clusters
  Score: Raw -3200623.010011 + Penalty 3324.274740 = -3197298.735271
  nChanged 138
		SP:Iteration 36Q (5294.880000 sec): 3 clusters
  Score: Raw -3200645.173817 + Penalty 3324.274740 = -3197320.899077
  nChanged 120
		SP:Iteration 37Q (5294.950000 sec): 3 clusters
  Score: Raw -3200658.702068 + Penalty 3324.274740 = -3197334.427328
  nChanged 111
		SP:Iteration 38Q (5295.010000 sec): 3 clusters
  Score: Raw -3200672.386332 + Penalty 3324.274740 = -3197348.111592
  nChanged 100
		SP:Iteration 39Q (5295.080000 sec): 3 clusters
  Score: Raw -3200684.350425 + Penalty 3324.274740 = -3197360.075685
  nChanged 93
		SP:Iteration 40F (5295.150000 sec): 3 clusters
  Score: Raw -3200695.760830 + Penalty 3324.274740 = -3197371.486090
  nChanged 99
		SP:Iteration 41Q (5295.220000 sec): 3 clusters
  Score: Raw -3200706.803592 + Penalty 3324.274740 = -3197382.528852
  nChanged 92
		SP:Iteration 42Q (5295.280000 sec): 3 clusters
  Score: Raw -3200718.497447 + Penalty 3324.274740 = -3197394.222707
  nChanged 114
		SP:Iteration 43Q (5295.350000 sec): 3 clusters
  Score: Raw -3200733.593735 + Penalty 3324.274740 = -3197409.318995
  nChanged 122
		SP:Iteration 44Q (5295.420000 sec): 3 clusters
  Score: Raw -3200750.555983 + Penalty 3324.274740 = -3197426.281243
  nChanged 133
		SP:Iteration 45Q (5295.480000 sec): 3 clusters
  Score: Raw -3200769.750648 + Penalty 3324.274740 = -3197445.475908
  nChanged 139
		SP:Iteration 46Q (5295.550000 sec): 3 clusters
  Score: Raw -3200789.938485 + Penalty 3324.274740 = -3197465.663745
  nChanged 148
		SP:Iteration 47Q (5295.620000 sec): 3 clusters
  Score: Raw -3200815.297099 + Penalty 3324.274740 = -3197491.022359
  nChanged 180
		SP:Iteration 48Q (5295.690000 sec): 3 clusters
  Score: Raw -3200848.585602 + Penalty 3324.274740 = -3197524.310862
  nChanged 180
		SP:Iteration 49Q (5295.760000 sec): 3 clusters
  Score: Raw -3200883.672794 + Penalty 3324.274740 = -3197559.398054
  nChanged 209
		SP:Iteration 50Q (5295.820000 sec): 3 clusters
  Score: Raw -3200932.071062 + Penalty 3324.274740 = -3197607.796322
  nChanged 252
		SP:Iteration 51Q (5295.890000 sec): 3 clusters
  Score: Raw -3201003.548413 + Penalty 3324.274740 = -3197679.273673
  nChanged 279
		SP:Iteration 52Q (5295.950000 sec): 3 clusters
  Score: Raw -3201086.483734 + Penalty 3324.274740 = -3197762.208994
  nChanged 311
		SP:Iteration 53Q (5296.020000 sec): 3 clusters
  Score: Raw -3201186.612245 + Penalty 3324.274740 = -3197862.337505
  nChanged 331
		SP:Iteration 54Q (5296.090000 sec): 3 clusters
  Score: Raw -3201302.197282 + Penalty 3324.274740 = -3197977.922542
  nChanged 334
		SP:Iteration 55Q (5296.150000 sec): 3 clusters
  Score: Raw -3201409.520418 + Penalty 3324.274740 = -3198085.245678
  nChanged 294
		SP:Iteration 56Q (5296.220000 sec): 3 clusters
  Score: Raw -3201497.444936 + Penalty 3324.274740 = -3198173.170196
  nChanged 293
		SP:Iteration 57Q (5296.280000 sec): 3 clusters
  Score: Raw -3201586.495150 + Penalty 3324.274740 = -3198262.220410
  nChanged 291
		SP:Iteration 58Q (5296.350000 sec): 3 clusters
  Score: Raw -3201676.144382 + Penalty 3324.274740 = -3198351.869642
  nChanged 275
		SP:Iteration 59Q (5296.410000 sec): 3 clusters
  Score: Raw -3201750.756897 + Penalty 3324.274740 = -3198426.482157
  nChanged 233
		SP:Iteration 60F (5296.480000 sec): 3 clusters
  Score: Raw -3201805.637245 + Penalty 3324.274740 = -3198481.362505
  nChanged 182
		SP:Iteration 61Q (5296.550000 sec): 3 clusters
  Score: Raw -3201840.769376 + Penalty 3324.274740 = -3198516.494636
  nChanged 157
		SP:Iteration 62Q (5296.620000 sec): 3 clusters
  Score: Raw -3201868.301734 + Penalty 3324.274740 = -3198544.026994
  nChanged 139
		SP:Iteration 63Q (5296.680000 sec): 3 clusters
  Score: Raw -3201893.299563 + Penalty 3324.274740 = -3198569.024823
  nChanged 130
		SP:Iteration 64Q (5296.750000 sec): 3 clusters
  Score: Raw -3201916.154464 + Penalty 3324.274740 = -3198591.879724
  nChanged 124
		SP:Iteration 65Q (5296.810000 sec): 3 clusters
  Score: Raw -3201936.503551 + Penalty 3324.274740 = -3198612.228811
  nChanged 118
		SP:Iteration 66Q (5296.880000 sec): 3 clusters
  Score: Raw -3201953.433305 + Penalty 3324.274740 = -3198629.158565
  nChanged 99
		SP:Iteration 67Q (5296.940000 sec): 3 clusters
  Score: Raw -3201965.438898 + Penalty 3324.274740 = -3198641.164158
  nChanged 92
		SP:Iteration 68Q (5297.000000 sec): 3 clusters
  Score: Raw -3201976.475499 + Penalty 3324.274740 = -3198652.200759
  nChanged 87
		SP:Iteration 69Q (5297.070000 sec): 3 clusters
  Score: Raw -3201986.616840 + Penalty 3324.274740 = -3198662.342100
  nChanged 72
		SP:Iteration 70Q (5297.130000 sec): 3 clusters
  Score: Raw -3201994.470438 + Penalty 3324.274740 = -3198670.195698
  nChanged 62
		SP:Iteration 71Q (5297.200000 sec): 3 clusters
  Score: Raw -3201999.707696 + Penalty 3324.274740 = -3198675.432956
  nChanged 51
		SP:Iteration 72Q (5297.260000 sec): 3 clusters
  Score: Raw -3202004.359937 + Penalty 3324.274740 = -3198680.085197
  nChanged 52
		SP:Iteration 73Q (5297.320000 sec): 3 clusters
  Score: Raw -3202008.845971 + Penalty 3324.274740 = -3198684.571231
  nChanged 44
		SP:Iteration 74Q (5297.390000 sec): 3 clusters
  Score: Raw -3202012.161957 + Penalty 3324.274740 = -3198687.887217
  nChanged 36
		SP:Iteration 75Q (5297.450000 sec): 3 clusters
  Score: Raw -3202014.712604 + Penalty 3324.274740 = -3198690.437864
  nChanged 32
		SP:Iteration 76Q (5297.520000 sec): 3 clusters
  Score: Raw -3202017.094593 + Penalty 3324.274740 = -3198692.819853
  nChanged 33
		SP:Iteration 77Q (5297.580000 sec): 3 clusters
  Score: Raw -3202019.361316 + Penalty 3324.274740 = -3198695.086576
  nChanged 26
		SP:Iteration 78Q (5297.640000 sec): 3 clusters
  Score: Raw -3202020.882713 + Penalty 3324.274740 = -3198696.607973
  nChanged 18
		SP:Iteration 79Q (5297.710000 sec): 3 clusters
  Score: Raw -3202021.826071 + Penalty 3324.274740 = -3198697.551331
  nChanged 17
		SP:Iteration 80F (5297.780000 sec): 3 clusters
  Score: Raw -3202022.710802 + Penalty 3324.274740 = -3198698.436062
  nChanged 16
		SP:Iteration 81Q (5297.840000 sec): 3 clusters
  Score: Raw -3202023.623630 + Penalty 3324.274740 = -3198699.348890
  nChanged 9
		SP:Iteration 82Q (5297.910000 sec): 3 clusters
  Score: Raw -3202024.008206 + Penalty 3324.274740 = -3198699.733466
  nChanged 11
		SP:Iteration 83Q (5297.970000 sec): 3 clusters
  Score: Raw -3202024.651253 + Penalty 3324.274740 = -3198700.376513
  nChanged 11
		SP:Iteration 84Q (5298.040000 sec): 3 clusters
  Score: Raw -3202025.412053 + Penalty 3324.274740 = -3198701.137313
  nChanged 18
		SP:Iteration 85Q (5298.100000 sec): 3 clusters
  Score: Raw -3202026.373495 + Penalty 3324.274740 = -3198702.098755
  nChanged 15
		SP:Iteration 86Q (5298.170000 sec): 3 clusters
  Score: Raw -3202027.161690 + Penalty 3324.274740 = -3198702.886950
  nChanged 11
		SP:Iteration 87Q (5298.230000 sec): 3 clusters
  Score: Raw -3202027.819215 + Penalty 3324.274740 = -3198703.544475
  nChanged 8
		SP:Iteration 88Q (5298.300000 sec): 3 clusters
  Score: Raw -3202028.232339 + Penalty 3324.274740 = -3198703.957599
  nChanged 6
		SP:Iteration 89Q (5298.360000 sec): 3 clusters
  Score: Raw -3202028.394786 + Penalty 3324.274740 = -3198704.120046
  nChanged 3
		SP:Iteration 90Q (5298.420000 sec): 3 clusters
  Score: Raw -3202028.458060 + Penalty 3324.274740 = -3198704.183320
  nChanged 3
		SP:Iteration 91Q (5298.490000 sec): 3 clusters
  Score: Raw -3202028.576410 + Penalty 3324.274740 = -3198704.301670
  nChanged 2
		SP:Iteration 92Q (5298.550000 sec): 3 clusters
  Score: Raw -3202028.640014 + Penalty 3324.274740 = -3198704.365274
  nChanged 2
		SP:Iteration 93Q (5298.620000 sec): 3 clusters
  Score: Raw -3202028.678489 + Penalty 3324.274740 = -3198704.403749
  nChanged 1
		SP:Iteration 94Q (5298.680000 sec): 3 clusters
  Score: Raw -3202028.706720 + Penalty 3324.274740 = -3198704.431980
  nChanged 0
		SP:Iteration 95F (5298.750000 sec): 3 clusters
  Score: Raw -3202028.706720 + Penalty 3324.274740 = -3198704.431980
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5299.180000 sec): 2 clusters
  Score: Raw -16321443.507433 + Penalty 1925.368031 = -16319518.139402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5299.570000 sec): 3 clusters
  Score: Raw -16229825.194995 + Penalty 3850.736062 = -16225974.458934
  nChanged 67290
		SP:Iteration 1F (5299.950000 sec): 3 clusters
  Score: Raw -16268870.412123 + Penalty 3850.736062 = -16265019.676062
  nChanged 4271
		SP:Iteration 2Q (5300.340000 sec): 3 clusters
  Score: Raw -16270077.023137 + Penalty 3850.736062 = -16266226.287076
  nChanged 5080
		SP:Iteration 3Q (5300.740000 sec): 3 clusters
  Score: Raw -16271981.961544 + Penalty 3850.736062 = -16268131.225483
  nChanged 6474
		SP:Iteration 4Q (5301.120000 sec): 3 clusters
  Score: Raw -16275253.562792 + Penalty 3850.736062 = -16271402.826730
  nChanged 8564
		SP:Iteration 5F (5301.500000 sec): 3 clusters
  Score: Raw -16280817.901431 + Penalty 3850.736062 = -16276967.165370
  nChanged 10895
		SP:Iteration 6F (5301.880000 sec): 3 clusters
  Score: Raw -16289594.991744 + Penalty 3850.736062 = -16285744.255682
  nChanged 11890
		SP:Iteration 7F (5302.260000 sec): 3 clusters
  Score: Raw -16300587.915312 + Penalty 3850.736062 = -16296737.179250
  nChanged 10095
		SP:Iteration 8F (5302.630000 sec): 3 clusters
  Score: Raw -16310306.472473 + Penalty 3850.736062 = -16306455.736412
  nChanged 6511
		SP:Iteration 9Q (5302.980000 sec): 3 clusters
  Score: Raw -16316479.267440 + Penalty 3850.736062 = -16312628.531378
  nChanged 3359
		SP:Iteration 10Q (5303.300000 sec): 3 clusters
  Score: Raw -16319411.530337 + Penalty 3850.736062 = -16315560.794276
  nChanged 1549
		SP:Iteration 11Q (5303.600000 sec): 3 clusters
  Score: Raw -16320666.227716 + Penalty 3850.736062 = -16316815.491655
  nChanged 748
		SP:Iteration 12Q (5303.880000 sec): 3 clusters
  Score: Raw -16321248.610110 + Penalty 3850.736062 = -16317397.874048
  nChanged 354
		SP:Iteration 13Q (5304.150000 sec): 3 clusters
  Score: Raw -16321525.188413 + Penalty 3850.736062 = -16317674.452351
  nChanged 203
		SP:Iteration 14Q (5304.420000 sec): 3 clusters
  Score: Raw -16321697.820483 + Penalty 3850.736062 = -16317847.084421
  nChanged 135
		SP:Iteration 15Q (5304.690000 sec): 3 clusters
  Score: Raw -16321821.480861 + Penalty 3850.736062 = -16317970.744800
  nChanged 101
		SP:Iteration 16Q (5304.950000 sec): 3 clusters
  Score: Raw -16321901.869126 + Penalty 3850.736062 = -16318051.133064
  nChanged 79
		SP:Iteration 17Q (5305.210000 sec): 3 clusters
  Score: Raw -16321975.777432 + Penalty 3850.736062 = -16318125.041371
  nChanged 62
		SP:Iteration 18Q (5305.480000 sec): 3 clusters
  Score: Raw -16322037.511089 + Penalty 3850.736062 = -16318186.775027
  nChanged 52
		SP:Iteration 19Q (5305.740000 sec): 3 clusters
  Score: Raw -16322096.919192 + Penalty 3850.736062 = -16318246.183130
  nChanged 53
		SP:Iteration 20F (5306.110000 sec): 3 clusters
  Score: Raw -16322146.240437 + Penalty 3850.736062 = -16318295.504376
  nChanged 54
		SP:Iteration 21Q (5306.370000 sec): 3 clusters
  Score: Raw -16322179.066504 + Penalty 3850.736062 = -16318328.330442
  nChanged 27
		SP:Iteration 22Q (5306.630000 sec): 3 clusters
  Score: Raw -16322195.973842 + Penalty 3850.736062 = -16318345.237781
  nChanged 17
		SP:Iteration 23Q (5306.890000 sec): 3 clusters
  Score: Raw -16322205.608216 + Penalty 3850.736062 = -16318354.872155
  nChanged 19
		SP:Iteration 24Q (5307.150000 sec): 3 clusters
  Score: Raw -16322214.090922 + Penalty 3850.736062 = -16318363.354860
  nChanged 15
		SP:Iteration 25Q (5307.410000 sec): 3 clusters
  Score: Raw -16322222.254407 + Penalty 3850.736062 = -16318371.518346
  nChanged 10
		SP:Iteration 26Q (5307.670000 sec): 3 clusters
  Score: Raw -16322226.518420 + Penalty 3850.736062 = -16318375.782358
  nChanged 6
		SP:Iteration 27Q (5307.930000 sec): 3 clusters
  Score: Raw -16322228.253077 + Penalty 3850.736062 = -16318377.517016
  nChanged 3
		SP:Iteration 28Q (5308.200000 sec): 3 clusters
  Score: Raw -16322229.770812 + Penalty 3850.736062 = -16318379.034750
  nChanged 4
		SP:Iteration 29Q (5308.460000 sec): 3 clusters
  Score: Raw -16322231.301037 + Penalty 3850.736062 = -16318380.564975
  nChanged 4
		SP:Iteration 30Q (5308.720000 sec): 3 clusters
  Score: Raw -16322232.672801 + Penalty 3850.736062 = -16318381.936740
  nChanged 3
		SP:Iteration 31Q (5308.980000 sec): 3 clusters
  Score: Raw -16322234.058642 + Penalty 3850.736062 = -16318383.322581
  nChanged 3
		SP:Iteration 32Q (5309.240000 sec): 3 clusters
  Score: Raw -16322234.809689 + Penalty 3850.736062 = -16318384.073628
  nChanged 1
		SP:Iteration 33Q (5309.500000 sec): 3 clusters
  Score: Raw -16322235.171626 + Penalty 3850.736062 = -16318384.435565
  nChanged 0
		SP:Iteration 34F (5309.870000 sec): 3 clusters
  Score: Raw -16322235.171626 + Penalty 3850.736062 = -16318384.435565
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (18934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5309.990000 sec): 2 clusters
  Score: Raw -2166238.210557 + Penalty 1600.416111 = -2164637.794446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5310.030000 sec): 3 clusters
  Score: Raw -2154974.402813 + Penalty 3200.832221 = -2151773.570592
  nChanged 8436
		SP:Iteration 1F (5310.090000 sec): 3 clusters
  Score: Raw -2159719.938477 + Penalty 3200.832221 = -2156519.106256
  nChanged 1154
		SP:Iteration 2F (5310.130000 sec): 3 clusters
  Score: Raw -2160354.540817 + Penalty 3200.832221 = -2157153.708596
  nChanged 1222
		SP:Iteration 3F (5310.180000 sec): 3 clusters
  Score: Raw -2161056.185720 + Penalty 3200.832221 = -2157855.353499
  nChanged 1231
		SP:Iteration 4F (5310.230000 sec): 3 clusters
  Score: Raw -2161760.095681 + Penalty 3200.832221 = -2158559.263460
  nChanged 1169
		SP:Iteration 5F (5310.280000 sec): 3 clusters
  Score: Raw -2162420.860389 + Penalty 3200.832221 = -2159220.028167
  nChanged 1040
		SP:Iteration 6F (5310.330000 sec): 3 clusters
  Score: Raw -2162991.961220 + Penalty 3200.832221 = -2159791.128999
  nChanged 917
		SP:Iteration 7Q (5310.380000 sec): 3 clusters
  Score: Raw -2163472.844731 + Penalty 3200.832221 = -2160272.012510
  nChanged 824
		SP:Iteration 8Q (5310.430000 sec): 3 clusters
  Score: Raw -2163912.896907 + Penalty 3200.832221 = -2160712.064686
  nChanged 786
		SP:Iteration 9Q (5310.480000 sec): 3 clusters
  Score: Raw -2164396.446219 + Penalty 3200.832221 = -2161195.613998
  nChanged 813
		SP:Iteration 10Q (5310.530000 sec): 3 clusters
  Score: Raw -2165008.989797 + Penalty 3200.832221 = -2161808.157576
  nChanged 813
		SP:Iteration 11Q (5310.580000 sec): 3 clusters
  Score: Raw -2165759.732391 + Penalty 3200.832221 = -2162558.900170
  nChanged 809
		SP:Iteration 12Q (5310.630000 sec): 3 clusters
  Score: Raw -2166601.493911 + Penalty 3200.832221 = -2163400.661690
  nChanged 665
		SP:Iteration 13Q (5310.670000 sec): 3 clusters
  Score: Raw -2167212.049218 + Penalty 3200.832221 = -2164011.216997
  nChanged 449
		SP:Iteration 14Q (5310.720000 sec): 3 clusters
  Score: Raw -2167545.509555 + Penalty 3200.832221 = -2164344.677333
  nChanged 257
		SP:Iteration 15Q (5310.770000 sec): 3 clusters
  Score: Raw -2167672.838359 + Penalty 3200.832221 = -2164472.006138
  nChanged 135
		SP:Iteration 16Q (5310.810000 sec): 3 clusters
  Score: Raw -2167723.870083 + Penalty 3200.832221 = -2164523.037861
  nChanged 106
		SP:Iteration 17Q (5310.850000 sec): 3 clusters
  Score: Raw -2167752.729330 + Penalty 3200.832221 = -2164551.897109
  nChanged 68
		SP:Iteration 18Q (5310.890000 sec): 3 clusters
  Score: Raw -2167764.397141 + Penalty 3200.832221 = -2164563.564920
  nChanged 44
		SP:Iteration 19Q (5310.940000 sec): 3 clusters
  Score: Raw -2167771.486469 + Penalty 3200.832221 = -2164570.654248
  nChanged 22
		SP:Iteration 20F (5310.990000 sec): 3 clusters
  Score: Raw -2167776.480744 + Penalty 3200.832221 = -2164575.648523
  nChanged 22
		SP:Iteration 21Q (5311.030000 sec): 3 clusters
  Score: Raw -2167779.059134 + Penalty 3200.832221 = -2164578.226913
  nChanged 16
		SP:Iteration 22Q (5311.070000 sec): 3 clusters
  Score: Raw -2167780.584815 + Penalty 3200.832221 = -2164579.752594
  nChanged 13
		SP:Iteration 23Q (5311.110000 sec): 3 clusters
  Score: Raw -2167781.696076 + Penalty 3200.832221 = -2164580.863855
  nChanged 9
		SP:Iteration 24Q (5311.160000 sec): 3 clusters
  Score: Raw -2167782.261793 + Penalty 3200.832221 = -2164581.429572
  nChanged 4
		SP:Iteration 25Q (5311.200000 sec): 3 clusters
  Score: Raw -2167782.593939 + Penalty 3200.832221 = -2164581.761718
  nChanged 1
		SP:Iteration 26Q (5311.250000 sec): 3 clusters
  Score: Raw -2167782.763103 + Penalty 3200.832221 = -2164581.930881
  nChanged 5
		SP:Iteration 27Q (5311.290000 sec): 3 clusters
  Score: Raw -2167783.461593 + Penalty 3200.832221 = -2164582.629372
  nChanged 7
		SP:Iteration 28Q (5311.330000 sec): 3 clusters
  Score: Raw -2167784.010705 + Penalty 3200.832221 = -2164583.178483
  nChanged 5
		SP:Iteration 29Q (5311.370000 sec): 3 clusters
  Score: Raw -2167784.425741 + Penalty 3200.832221 = -2164583.593520
  nChanged 6
		SP:Iteration 30Q (5311.420000 sec): 3 clusters
  Score: Raw -2167785.056737 + Penalty 3200.832221 = -2164584.224516
  nChanged 9
		SP:Iteration 31Q (5311.460000 sec): 3 clusters
  Score: Raw -2167785.709644 + Penalty 3200.832221 = -2164584.877423
  nChanged 7
		SP:Iteration 32Q (5311.510000 sec): 3 clusters
  Score: Raw -2167786.128329 + Penalty 3200.832221 = -2164585.296108
  nChanged 3
		SP:Iteration 33Q (5311.550000 sec): 3 clusters
  Score: Raw -2167786.197508 + Penalty 3200.832221 = -2164585.365287
  nChanged 0
		SP:Iteration 34F (5311.600000 sec): 3 clusters
  Score: Raw -2167786.197508 + Penalty 3200.832221 = -2164585.365287
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5311.710000 sec): 2 clusters
  Score: Raw -3832722.521204 + Penalty 1702.714855 = -3831019.806349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5311.810000 sec): 3 clusters
  Score: Raw -3810539.521592 + Penalty 3405.429711 = -3807134.091881
  nChanged 16552
		SP:Iteration 1F (5311.900000 sec): 3 clusters
  Score: Raw -3820835.059331 + Penalty 3405.429711 = -3817429.629620
  nChanged 2168
		SP:Iteration 2F (5311.990000 sec): 3 clusters
  Score: Raw -3821939.345199 + Penalty 3405.429711 = -3818533.915488
  nChanged 2198
		SP:Iteration 3F (5312.090000 sec): 3 clusters
  Score: Raw -3823116.501993 + Penalty 3405.429711 = -3819711.072283
  nChanged 2141
		SP:Iteration 4F (5312.190000 sec): 3 clusters
  Score: Raw -3824306.141758 + Penalty 3405.429711 = -3820900.712047
  nChanged 2040
		SP:Iteration 5F (5312.280000 sec): 3 clusters
  Score: Raw -3825348.449733 + Penalty 3405.429711 = -3821943.020023
  nChanged 1852
		SP:Iteration 6F (5312.370000 sec): 3 clusters
  Score: Raw -3826218.989308 + Penalty 3405.429711 = -3822813.559597
  nChanged 1606
		SP:Iteration 7Q (5312.470000 sec): 3 clusters
  Score: Raw -3826968.028860 + Penalty 3405.429711 = -3823562.599149
  nChanged 1399
		SP:Iteration 8Q (5312.570000 sec): 3 clusters
  Score: Raw -3827572.077328 + Penalty 3405.429711 = -3824166.647617
  nChanged 1169
		SP:Iteration 9Q (5312.670000 sec): 3 clusters
  Score: Raw -3828038.917482 + Penalty 3405.429711 = -3824633.487771
  nChanged 1053
		SP:Iteration 10Q (5312.760000 sec): 3 clusters
  Score: Raw -3828468.002920 + Penalty 3405.429711 = -3825062.573209
  nChanged 959
		SP:Iteration 11Q (5312.860000 sec): 3 clusters
  Score: Raw -3828866.476431 + Penalty 3405.429711 = -3825461.046721
  nChanged 909
		SP:Iteration 12Q (5312.950000 sec): 3 clusters
  Score: Raw -3829228.169138 + Penalty 3405.429711 = -3825822.739427
  nChanged 759
		SP:Iteration 13Q (5313.050000 sec): 3 clusters
  Score: Raw -3829479.461465 + Penalty 3405.429711 = -3826074.031754
  nChanged 635
		SP:Iteration 14Q (5313.140000 sec): 3 clusters
  Score: Raw -3829673.822791 + Penalty 3405.429711 = -3826268.393080
  nChanged 550
		SP:Iteration 15Q (5313.230000 sec): 3 clusters
  Score: Raw -3829819.276096 + Penalty 3405.429711 = -3826413.846386
  nChanged 467
		SP:Iteration 16Q (5313.320000 sec): 3 clusters
  Score: Raw -3829928.438413 + Penalty 3405.429711 = -3826523.008702
  nChanged 421
		SP:Iteration 17Q (5313.410000 sec): 3 clusters
  Score: Raw -3830030.108773 + Penalty 3405.429711 = -3826624.679062
  nChanged 415
		SP:Iteration 18Q (5313.500000 sec): 3 clusters
  Score: Raw -3830125.094733 + Penalty 3405.429711 = -3826719.665023
  nChanged 392
		SP:Iteration 19Q (5313.590000 sec): 3 clusters
  Score: Raw -3830225.080255 + Penalty 3405.429711 = -3826819.650544
  nChanged 406
		SP:Iteration 20F (5313.680000 sec): 3 clusters
  Score: Raw -3830329.425489 + Penalty 3405.429711 = -3826923.995778
  nChanged 403
		SP:Iteration 21Q (5313.770000 sec): 3 clusters
  Score: Raw -3830435.926497 + Penalty 3405.429711 = -3827030.496786
  nChanged 397
		SP:Iteration 22Q (5313.850000 sec): 3 clusters
  Score: Raw -3830543.934763 + Penalty 3405.429711 = -3827138.505052
  nChanged 384
		SP:Iteration 23Q (5313.940000 sec): 3 clusters
  Score: Raw -3830644.166286 + Penalty 3405.429711 = -3827238.736575
  nChanged 414
		SP:Iteration 24Q (5314.030000 sec): 3 clusters
  Score: Raw -3830768.536368 + Penalty 3405.429711 = -3827363.106657
  nChanged 436
		SP:Iteration 25Q (5314.110000 sec): 3 clusters
  Score: Raw -3830919.248650 + Penalty 3405.429711 = -3827513.818939
  nChanged 470
		SP:Iteration 26Q (5314.200000 sec): 3 clusters
  Score: Raw -3831090.832443 + Penalty 3405.429711 = -3827685.402733
  nChanged 491
		SP:Iteration 27Q (5314.280000 sec): 3 clusters
  Score: Raw -3831286.008617 + Penalty 3405.429711 = -3827880.578906
  nChanged 511
		SP:Iteration 28Q (5314.370000 sec): 3 clusters
  Score: Raw -3831494.021390 + Penalty 3405.429711 = -3828088.591679
  nChanged 534
		SP:Iteration 29Q (5314.450000 sec): 3 clusters
  Score: Raw -3831730.988389 + Penalty 3405.429711 = -3828325.558679
  nChanged 547
		SP:Iteration 30Q (5314.530000 sec): 3 clusters
  Score: Raw -3832017.080763 + Penalty 3405.429711 = -3828611.651052
  nChanged 538
		SP:Iteration 31Q (5314.620000 sec): 3 clusters
  Score: Raw -3832311.698090 + Penalty 3405.429711 = -3828906.268380
  nChanged 527
		SP:Iteration 32Q (5314.700000 sec): 3 clusters
  Score: Raw -3832592.394999 + Penalty 3405.429711 = -3829186.965288
  nChanged 441
		SP:Iteration 33Q (5314.780000 sec): 3 clusters
  Score: Raw -3832836.533736 + Penalty 3405.429711 = -3829431.104026
  nChanged 388
		SP:Iteration 34Q (5314.850000 sec): 3 clusters
  Score: Raw -3833059.670933 + Penalty 3405.429711 = -3829654.241222
  nChanged 313
		SP:Iteration 35Q (5314.930000 sec): 3 clusters
  Score: Raw -3833228.336498 + Penalty 3405.429711 = -3829822.906788
  nChanged 271
		SP:Iteration 36Q (5315.010000 sec): 3 clusters
  Score: Raw -3833371.429572 + Penalty 3405.429711 = -3829965.999861
  nChanged 234
		SP:Iteration 37Q (5315.080000 sec): 3 clusters
  Score: Raw -3833508.800404 + Penalty 3405.429711 = -3830103.370693
  nChanged 177
		SP:Iteration 38Q (5315.160000 sec): 3 clusters
  Score: Raw -3833608.100978 + Penalty 3405.429711 = -3830202.671267
  nChanged 139
		SP:Iteration 39Q (5315.230000 sec): 3 clusters
  Score: Raw -3833685.159803 + Penalty 3405.429711 = -3830279.730092
  nChanged 113
		SP:Iteration 40F (5315.330000 sec): 3 clusters
  Score: Raw -3833752.430358 + Penalty 3405.429711 = -3830347.000647
  nChanged 107
		SP:Iteration 41Q (5315.400000 sec): 3 clusters
  Score: Raw -3833818.898048 + Penalty 3405.429711 = -3830413.468337
  nChanged 95
		SP:Iteration 42Q (5315.470000 sec): 3 clusters
  Score: Raw -3833869.817178 + Penalty 3405.429711 = -3830464.387467
  nChanged 68
		SP:Iteration 43Q (5315.540000 sec): 3 clusters
  Score: Raw -3833903.949083 + Penalty 3405.429711 = -3830498.519372
  nChanged 47
		SP:Iteration 44Q (5315.610000 sec): 3 clusters
  Score: Raw -3833923.030415 + Penalty 3405.429711 = -3830517.600704
  nChanged 42
		SP:Iteration 45Q (5315.680000 sec): 3 clusters
  Score: Raw -3833936.855854 + Penalty 3405.429711 = -3830531.426143
  nChanged 29
		SP:Iteration 46Q (5315.750000 sec): 3 clusters
  Score: Raw -3833949.041384 + Penalty 3405.429711 = -3830543.611673
  nChanged 35
		SP:Iteration 47Q (5315.820000 sec): 3 clusters
  Score: Raw -3833961.415247 + Penalty 3405.429711 = -3830555.985537
  nChanged 28
		SP:Iteration 48Q (5315.890000 sec): 3 clusters
  Score: Raw -3833971.711071 + Penalty 3405.429711 = -3830566.281360
  nChanged 29
		SP:Iteration 49Q (5315.970000 sec): 3 clusters
  Score: Raw -3833988.075666 + Penalty 3405.429711 = -3830582.645955
  nChanged 37
		SP:Iteration 50Q (5316.040000 sec): 3 clusters
  Score: Raw -3834008.249972 + Penalty 3405.429711 = -3830602.820261
  nChanged 38
		SP:Iteration 51Q (5316.110000 sec): 3 clusters
  Score: Raw -3834037.094109 + Penalty 3405.429711 = -3830631.664398
  nChanged 37
		SP:Iteration 52Q (5316.180000 sec): 3 clusters
  Score: Raw -3834063.148791 + Penalty 3405.429711 = -3830657.719080
  nChanged 43
		SP:Iteration 53Q (5316.250000 sec): 3 clusters
  Score: Raw -3834093.266385 + Penalty 3405.429711 = -3830687.836675
  nChanged 31
		SP:Iteration 54Q (5316.320000 sec): 3 clusters
  Score: Raw -3834112.280381 + Penalty 3405.429711 = -3830706.850670
  nChanged 26
		SP:Iteration 55Q (5316.390000 sec): 3 clusters
  Score: Raw -3834127.311090 + Penalty 3405.429711 = -3830721.881379
  nChanged 27
		SP:Iteration 56Q (5316.450000 sec): 3 clusters
  Score: Raw -3834141.910718 + Penalty 3405.429711 = -3830736.481007
  nChanged 24
		SP:Iteration 57Q (5316.520000 sec): 3 clusters
  Score: Raw -3834150.960943 + Penalty 3405.429711 = -3830745.531233
  nChanged 10
		SP:Iteration 58Q (5316.590000 sec): 3 clusters
  Score: Raw -3834153.600613 + Penalty 3405.429711 = -3830748.170902
  nChanged 6
		SP:Iteration 59Q (5316.650000 sec): 3 clusters
  Score: Raw -3834155.220205 + Penalty 3405.429711 = -3830749.790494
  nChanged 4
		SP:Iteration 60F (5316.750000 sec): 3 clusters
  Score: Raw -3834156.355992 + Penalty 3405.429711 = -3830750.926282
  nChanged 7
		SP:Iteration 61Q (5316.810000 sec): 3 clusters
  Score: Raw -3834158.482662 + Penalty 3405.429711 = -3830753.052951
  nChanged 7
		SP:Iteration 62Q (5316.880000 sec): 3 clusters
  Score: Raw -3834160.044343 + Penalty 3405.429711 = -3830754.614632
  nChanged 9
		SP:Iteration 63Q (5316.950000 sec): 3 clusters
  Score: Raw -3834162.430985 + Penalty 3405.429711 = -3830757.001274
  nChanged 10
		SP:Iteration 64Q (5317.020000 sec): 3 clusters
  Score: Raw -3834165.053300 + Penalty 3405.429711 = -3830759.623590
  nChanged 7
		SP:Iteration 65Q (5317.090000 sec): 3 clusters
  Score: Raw -3834167.829425 + Penalty 3405.429711 = -3830762.399715
  nChanged 9
		SP:Iteration 66Q (5317.150000 sec): 3 clusters
  Score: Raw -3834170.115023 + Penalty 3405.429711 = -3830764.685312
  nChanged 5
		SP:Iteration 67Q (5317.220000 sec): 3 clusters
  Score: Raw -3834171.020398 + Penalty 3405.429711 = -3830765.590687
  nChanged 4
		SP:Iteration 68Q (5317.290000 sec): 3 clusters
  Score: Raw -3834171.865384 + Penalty 3405.429711 = -3830766.435673
  nChanged 4
		SP:Iteration 69Q (5317.350000 sec): 3 clusters
  Score: Raw -3834172.834573 + Penalty 3405.429711 = -3830767.404863
  nChanged 3
		SP:Iteration 70Q (5317.420000 sec): 3 clusters
  Score: Raw -3834174.337834 + Penalty 3405.429711 = -3830768.908123
  nChanged 3
		SP:Iteration 71Q (5317.490000 sec): 3 clusters
  Score: Raw -3834175.248755 + Penalty 3405.429711 = -3830769.819044
  nChanged 1
		SP:Iteration 72Q (5317.560000 sec): 3 clusters
  Score: Raw -3834175.383682 + Penalty 3405.429711 = -3830769.953971
  nChanged 1
		SP:Iteration 73Q (5317.630000 sec): 3 clusters
  Score: Raw -3834175.494711 + Penalty 3405.429711 = -3830770.065000
  nChanged 0
		SP:Iteration 74F (5317.720000 sec): 3 clusters
  Score: Raw -3834175.494711 + Penalty 3405.429711 = -3830770.065000
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5317.820000 sec): 2 clusters
  Score: Raw -4299426.711688 + Penalty 1708.032285 = -4297718.679403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5317.920000 sec): 3 clusters
  Score: Raw -4276639.828424 + Penalty 3416.064570 = -4273223.763855
  nChanged 17007
		SP:Iteration 1F (5318.020000 sec): 3 clusters
  Score: Raw -4286448.389709 + Penalty 3416.064570 = -4283032.325139
  nChanged 1976
		SP:Iteration 2F (5318.120000 sec): 3 clusters
  Score: Raw -4287359.746884 + Penalty 3416.064570 = -4283943.682314
  nChanged 2263
		SP:Iteration 3F (5318.220000 sec): 3 clusters
  Score: Raw -4288595.841783 + Penalty 3416.064570 = -4285179.777213
  nChanged 2418
		SP:Iteration 4F (5318.320000 sec): 3 clusters
  Score: Raw -4289963.324900 + Penalty 3416.064570 = -4286547.260330
  nChanged 2387
		SP:Iteration 5F (5318.420000 sec): 3 clusters
  Score: Raw -4291216.942803 + Penalty 3416.064570 = -4287800.878234
  nChanged 2021
		SP:Iteration 6F (5318.510000 sec): 3 clusters
  Score: Raw -4292131.518761 + Penalty 3416.064570 = -4288715.454191
  nChanged 1612
		SP:Iteration 7Q (5318.610000 sec): 3 clusters
  Score: Raw -4292707.845721 + Penalty 3416.064570 = -4289291.781152
  nChanged 1175
		SP:Iteration 8Q (5318.720000 sec): 3 clusters
  Score: Raw -4293019.784309 + Penalty 3416.064570 = -4289603.719740
  nChanged 886
		SP:Iteration 9Q (5318.820000 sec): 3 clusters
  Score: Raw -4293233.236430 + Penalty 3416.064570 = -4289817.171860
  nChanged 707
		SP:Iteration 10Q (5318.920000 sec): 3 clusters
  Score: Raw -4293400.188276 + Penalty 3416.064570 = -4289984.123706
  nChanged 673
		SP:Iteration 11Q (5319.020000 sec): 3 clusters
  Score: Raw -4293584.779763 + Penalty 3416.064570 = -4290168.715194
  nChanged 664
		SP:Iteration 12Q (5319.120000 sec): 3 clusters
  Score: Raw -4293806.981539 + Penalty 3416.064570 = -4290390.916970
  nChanged 706
		SP:Iteration 13Q (5319.220000 sec): 3 clusters
  Score: Raw -4294102.766350 + Penalty 3416.064570 = -4290686.701781
  nChanged 788
		SP:Iteration 14Q (5319.320000 sec): 3 clusters
  Score: Raw -4294490.058331 + Penalty 3416.064570 = -4291073.993761
  nChanged 878
		SP:Iteration 15Q (5319.420000 sec): 3 clusters
  Score: Raw -4295005.439043 + Penalty 3416.064570 = -4291589.374474
  nChanged 935
		SP:Iteration 16Q (5319.510000 sec): 3 clusters
  Score: Raw -4295639.823117 + Penalty 3416.064570 = -4292223.758547
  nChanged 942
		SP:Iteration 17Q (5319.610000 sec): 3 clusters
  Score: Raw -4296306.530388 + Penalty 3416.064570 = -4292890.465818
  nChanged 834
		SP:Iteration 18Q (5319.710000 sec): 3 clusters
  Score: Raw -4296935.382271 + Penalty 3416.064570 = -4293519.317702
  nChanged 751
		SP:Iteration 19Q (5319.810000 sec): 3 clusters
  Score: Raw -4297434.710760 + Penalty 3416.064570 = -4294018.646191
  nChanged 598
		SP:Iteration 20F (5319.900000 sec): 3 clusters
  Score: Raw -4297832.682634 + Penalty 3416.064570 = -4294416.618065
  nChanged 523
		SP:Iteration 21Q (5319.990000 sec): 3 clusters
  Score: Raw -4298159.697697 + Penalty 3416.064570 = -4294743.633127
  nChanged 428
		SP:Iteration 22Q (5320.070000 sec): 3 clusters
  Score: Raw -4298411.220660 + Penalty 3416.064570 = -4294995.156091
  nChanged 351
		SP:Iteration 23Q (5320.160000 sec): 3 clusters
  Score: Raw -4298614.444649 + Penalty 3416.064570 = -4295198.380079
  nChanged 305
		SP:Iteration 24Q (5320.240000 sec): 3 clusters
  Score: Raw -4298795.731574 + Penalty 3416.064570 = -4295379.667005
  nChanged 302
		SP:Iteration 25Q (5320.320000 sec): 3 clusters
  Score: Raw -4298951.300697 + Penalty 3416.064570 = -4295535.236128
  nChanged 274
		SP:Iteration 26Q (5320.400000 sec): 3 clusters
  Score: Raw -4299071.882963 + Penalty 3416.064570 = -4295655.818394
  nChanged 203
		SP:Iteration 27Q (5320.480000 sec): 3 clusters
  Score: Raw -4299155.758077 + Penalty 3416.064570 = -4295739.693508
  nChanged 203
		SP:Iteration 28Q (5320.560000 sec): 3 clusters
  Score: Raw -4299241.970476 + Penalty 3416.064570 = -4295825.905907
  nChanged 198
		SP:Iteration 29Q (5320.640000 sec): 3 clusters
  Score: Raw -4299324.209168 + Penalty 3416.064570 = -4295908.144598
  nChanged 163
		SP:Iteration 30Q (5320.710000 sec): 3 clusters
  Score: Raw -4299381.950368 + Penalty 3416.064570 = -4295965.885799
  nChanged 158
		SP:Iteration 31Q (5320.790000 sec): 3 clusters
  Score: Raw -4299436.001009 + Penalty 3416.064570 = -4296019.936440
  nChanged 136
		SP:Iteration 32Q (5320.870000 sec): 3 clusters
  Score: Raw -4299487.605779 + Penalty 3416.064570 = -4296071.541210
  nChanged 128
		SP:Iteration 33Q (5320.950000 sec): 3 clusters
  Score: Raw -4299536.252767 + Penalty 3416.064570 = -4296120.188198
  nChanged 124
		SP:Iteration 34Q (5321.020000 sec): 3 clusters
  Score: Raw -4299581.283072 + Penalty 3416.064570 = -4296165.218502
  nChanged 115
		SP:Iteration 35Q (5321.090000 sec): 3 clusters
  Score: Raw -4299619.444573 + Penalty 3416.064570 = -4296203.380003
  nChanged 102
		SP:Iteration 36Q (5321.170000 sec): 3 clusters
  Score: Raw -4299655.530743 + Penalty 3416.064570 = -4296239.466174
  nChanged 107
		SP:Iteration 37Q (5321.250000 sec): 3 clusters
  Score: Raw -4299693.162162 + Penalty 3416.064570 = -4296277.097592
  nChanged 87
		SP:Iteration 38Q (5321.320000 sec): 3 clusters
  Score: Raw -4299723.365983 + Penalty 3416.064570 = -4296307.301413
  nChanged 70
		SP:Iteration 39Q (5321.390000 sec): 3 clusters
  Score: Raw -4299745.977240 + Penalty 3416.064570 = -4296329.912671
  nChanged 77
		SP:Iteration 40F (5321.490000 sec): 3 clusters
  Score: Raw -4299769.726464 + Penalty 3416.064570 = -4296353.661894
  nChanged 59
		SP:Iteration 41Q (5321.560000 sec): 3 clusters
  Score: Raw -4299791.121646 + Penalty 3416.064570 = -4296375.057076
  nChanged 58
		SP:Iteration 42Q (5321.630000 sec): 3 clusters
  Score: Raw -4299810.162283 + Penalty 3416.064570 = -4296394.097714
  nChanged 64
		SP:Iteration 43Q (5321.710000 sec): 3 clusters
  Score: Raw -4299832.488571 + Penalty 3416.064570 = -4296416.424001
  nChanged 56
		SP:Iteration 44Q (5321.780000 sec): 3 clusters
  Score: Raw -4299845.812916 + Penalty 3416.064570 = -4296429.748346
  nChanged 56
		SP:Iteration 45Q (5321.850000 sec): 3 clusters
  Score: Raw -4299865.670341 + Penalty 3416.064570 = -4296449.605771
  nChanged 65
		SP:Iteration 46Q (5321.920000 sec): 3 clusters
  Score: Raw -4299888.980985 + Penalty 3416.064570 = -4296472.916416
  nChanged 55
		SP:Iteration 47Q (5321.990000 sec): 3 clusters
  Score: Raw -4299907.388966 + Penalty 3416.064570 = -4296491.324396
  nChanged 54
		SP:Iteration 48Q (5322.070000 sec): 3 clusters
  Score: Raw -4299926.403090 + Penalty 3416.064570 = -4296510.338521
  nChanged 45
		SP:Iteration 49Q (5322.140000 sec): 3 clusters
  Score: Raw -4299939.520332 + Penalty 3416.064570 = -4296523.455762
  nChanged 34
		SP:Iteration 50Q (5322.210000 sec): 3 clusters
  Score: Raw -4299948.423582 + Penalty 3416.064570 = -4296532.359012
  nChanged 36
		SP:Iteration 51Q (5322.280000 sec): 3 clusters
  Score: Raw -4299956.791645 + Penalty 3416.064570 = -4296540.727075
  nChanged 30
		SP:Iteration 52Q (5322.350000 sec): 3 clusters
  Score: Raw -4299963.303387 + Penalty 3416.064570 = -4296547.238818
  nChanged 28
		SP:Iteration 53Q (5322.420000 sec): 3 clusters
  Score: Raw -4299968.805239 + Penalty 3416.064570 = -4296552.740670
  nChanged 19
		SP:Iteration 54Q (5322.490000 sec): 3 clusters
  Score: Raw -4299972.274887 + Penalty 3416.064570 = -4296556.210317
  nChanged 11
		SP:Iteration 55Q (5322.560000 sec): 3 clusters
  Score: Raw -4299974.835552 + Penalty 3416.064570 = -4296558.770982
  nChanged 13
		SP:Iteration 56Q (5322.630000 sec): 3 clusters
  Score: Raw -4299978.252523 + Penalty 3416.064570 = -4296562.187954
  nChanged 18
		SP:Iteration 57Q (5322.700000 sec): 3 clusters
  Score: Raw -4299981.972797 + Penalty 3416.064570 = -4296565.908227
  nChanged 19
		SP:Iteration 58Q (5322.770000 sec): 3 clusters
  Score: Raw -4299987.350717 + Penalty 3416.064570 = -4296571.286147
  nChanged 21
		SP:Iteration 59Q (5322.850000 sec): 3 clusters
  Score: Raw -4299992.158942 + Penalty 3416.064570 = -4296576.094373
  nChanged 14
		SP:Iteration 60F (5322.940000 sec): 3 clusters
  Score: Raw -4299994.710458 + Penalty 3416.064570 = -4296578.645888
  nChanged 19
		SP:Iteration 61Q (5323.010000 sec): 3 clusters
  Score: Raw -4299998.133489 + Penalty 3416.064570 = -4296582.068920
  nChanged 15
		SP:Iteration 62Q (5323.090000 sec): 3 clusters
  Score: Raw -4300001.406291 + Penalty 3416.064570 = -4296585.341722
  nChanged 16
		SP:Iteration 63Q (5323.150000 sec): 3 clusters
  Score: Raw -4300004.360648 + Penalty 3416.064570 = -4296588.296079
  nChanged 10
		SP:Iteration 64Q (5323.230000 sec): 3 clusters
  Score: Raw -4300006.507673 + Penalty 3416.064570 = -4296590.443104
  nChanged 10
		SP:Iteration 65Q (5323.300000 sec): 3 clusters
  Score: Raw -4300008.948712 + Penalty 3416.064570 = -4296592.884143
  nChanged 12
		SP:Iteration 66Q (5323.370000 sec): 3 clusters
  Score: Raw -4300010.572217 + Penalty 3416.064570 = -4296594.507648
  nChanged 8
		SP:Iteration 67Q (5323.440000 sec): 3 clusters
  Score: Raw -4300012.069216 + Penalty 3416.064570 = -4296596.004646
  nChanged 5
		SP:Iteration 68Q (5323.510000 sec): 3 clusters
  Score: Raw -4300013.033319 + Penalty 3416.064570 = -4296596.968750
  nChanged 6
		SP:Iteration 69Q (5323.580000 sec): 3 clusters
  Score: Raw -4300013.766804 + Penalty 3416.064570 = -4296597.702234
  nChanged 4
		SP:Iteration 70Q (5323.650000 sec): 3 clusters
  Score: Raw -4300014.326153 + Penalty 3416.064570 = -4296598.261583
  nChanged 4
		SP:Iteration 71Q (5323.720000 sec): 3 clusters
  Score: Raw -4300014.987929 + Penalty 3416.064570 = -4296598.923359
  nChanged 7
		SP:Iteration 72Q (5323.790000 sec): 3 clusters
  Score: Raw -4300015.846005 + Penalty 3416.064570 = -4296599.781435
  nChanged 3
		SP:Iteration 73Q (5323.860000 sec): 3 clusters
  Score: Raw -4300016.442402 + Penalty 3416.064570 = -4296600.377833
  nChanged 6
		SP:Iteration 74Q (5323.930000 sec): 3 clusters
  Score: Raw -4300017.307658 + Penalty 3416.064570 = -4296601.243089
  nChanged 7
		SP:Iteration 75Q (5324.000000 sec): 3 clusters
  Score: Raw -4300018.881302 + Penalty 3416.064570 = -4296602.816732
  nChanged 8
		SP:Iteration 76Q (5324.070000 sec): 3 clusters
  Score: Raw -4300021.128228 + Penalty 3416.064570 = -4296605.063658
  nChanged 12
		SP:Iteration 77Q (5324.150000 sec): 3 clusters
  Score: Raw -4300023.289373 + Penalty 3416.064570 = -4296607.224804
  nChanged 11
		SP:Iteration 78Q (5324.220000 sec): 3 clusters
  Score: Raw -4300025.308253 + Penalty 3416.064570 = -4296609.243683
  nChanged 8
		SP:Iteration 79Q (5324.290000 sec): 3 clusters
  Score: Raw -4300026.221761 + Penalty 3416.064570 = -4296610.157191
  nChanged 6
		SP:Iteration 80F (5324.390000 sec): 3 clusters
  Score: Raw -4300027.073563 + Penalty 3416.064570 = -4296611.008993
  nChanged 3
		SP:Iteration 81Q (5324.450000 sec): 3 clusters
  Score: Raw -4300027.506385 + Penalty 3416.064570 = -4296611.441816
  nChanged 3
		SP:Iteration 82Q (5324.530000 sec): 3 clusters
  Score: Raw -4300027.909086 + Penalty 3416.064570 = -4296611.844516
  nChanged 1
		SP:Iteration 83Q (5324.590000 sec): 3 clusters
  Score: Raw -4300027.999987 + Penalty 3416.064570 = -4296611.935417
  nChanged 0
		SP:Iteration 84F (5324.690000 sec): 3 clusters
  Score: Raw -4300027.999987 + Penalty 3416.064570 = -4296611.935417
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5324.740000 sec): 2 clusters
  Score: Raw -1420854.439141 + Penalty 1531.727618 = -1419322.711523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5324.770000 sec): 3 clusters
  Score: Raw -1413670.614602 + Penalty 3063.455235 = -1410607.159367
  nChanged 5405
		SP:Iteration 1F (5324.810000 sec): 3 clusters
  Score: Raw -1416639.452716 + Penalty 3063.455235 = -1413575.997481
  nChanged 744
		SP:Iteration 2F (5324.840000 sec): 3 clusters
  Score: Raw -1416966.534669 + Penalty 3063.455235 = -1413903.079434
  nChanged 652
		SP:Iteration 3F (5324.870000 sec): 3 clusters
  Score: Raw -1417240.526535 + Penalty 3063.455235 = -1414177.071300
  nChanged 605
		SP:Iteration 4Q (5324.900000 sec): 3 clusters
  Score: Raw -1417500.799563 + Penalty 3063.455235 = -1414437.344328
  nChanged 568
		SP:Iteration 5Q (5324.930000 sec): 3 clusters
  Score: Raw -1417755.438950 + Penalty 3063.455235 = -1414691.983715
  nChanged 568
		SP:Iteration 6Q (5324.960000 sec): 3 clusters
  Score: Raw -1418006.696402 + Penalty 3063.455235 = -1414943.241166
  nChanged 549
		SP:Iteration 7Q (5324.990000 sec): 3 clusters
  Score: Raw -1418258.261877 + Penalty 3063.455235 = -1415194.806642
  nChanged 560
		SP:Iteration 8Q (5325.030000 sec): 3 clusters
  Score: Raw -1418540.562607 + Penalty 3063.455235 = -1415477.107372
  nChanged 527
		SP:Iteration 9Q (5325.060000 sec): 3 clusters
  Score: Raw -1418763.379906 + Penalty 3063.455235 = -1415699.924670
  nChanged 461
		SP:Iteration 10Q (5325.090000 sec): 3 clusters
  Score: Raw -1418932.614479 + Penalty 3063.455235 = -1415869.159244
  nChanged 391
		SP:Iteration 11Q (5325.120000 sec): 3 clusters
  Score: Raw -1419077.843424 + Penalty 3063.455235 = -1416014.388189
  nChanged 376
		SP:Iteration 12Q (5325.150000 sec): 3 clusters
  Score: Raw -1419217.396691 + Penalty 3063.455235 = -1416153.941456
  nChanged 330
		SP:Iteration 13Q (5325.180000 sec): 3 clusters
  Score: Raw -1419344.163540 + Penalty 3063.455235 = -1416280.708304
  nChanged 298
		SP:Iteration 14Q (5325.210000 sec): 3 clusters
  Score: Raw -1419455.091805 + Penalty 3063.455235 = -1416391.636569
  nChanged 289
		SP:Iteration 15Q (5325.250000 sec): 3 clusters
  Score: Raw -1419559.859560 + Penalty 3063.455235 = -1416496.404325
  nChanged 265
		SP:Iteration 16Q (5325.280000 sec): 3 clusters
  Score: Raw -1419659.810678 + Penalty 3063.455235 = -1416596.355443
  nChanged 276
		SP:Iteration 17Q (5325.310000 sec): 3 clusters
  Score: Raw -1419775.628246 + Penalty 3063.455235 = -1416712.173010
  nChanged 289
		SP:Iteration 18Q (5325.340000 sec): 3 clusters
  Score: Raw -1419901.168906 + Penalty 3063.455235 = -1416837.713670
  nChanged 292
		SP:Iteration 19Q (5325.370000 sec): 3 clusters
  Score: Raw -1420045.922800 + Penalty 3063.455235 = -1416982.467565
  nChanged 287
		SP:Iteration 20F (5325.400000 sec): 3 clusters
  Score: Raw -1420202.015321 + Penalty 3063.455235 = -1417138.560086
  nChanged 294
		SP:Iteration 21Q (5325.430000 sec): 3 clusters
  Score: Raw -1420363.037264 + Penalty 3063.455235 = -1417299.582028
  nChanged 257
		SP:Iteration 22Q (5325.470000 sec): 3 clusters
  Score: Raw -1420511.769104 + Penalty 3063.455235 = -1417448.313868
  nChanged 206
		SP:Iteration 23Q (5325.500000 sec): 3 clusters
  Score: Raw -1420625.391016 + Penalty 3063.455235 = -1417561.935781
  nChanged 158
		SP:Iteration 24Q (5325.530000 sec): 3 clusters
  Score: Raw -1420713.293930 + Penalty 3063.455235 = -1417649.838694
  nChanged 149
		SP:Iteration 25Q (5325.560000 sec): 3 clusters
  Score: Raw -1420810.468944 + Penalty 3063.455235 = -1417747.013709
  nChanged 118
		SP:Iteration 26Q (5325.590000 sec): 3 clusters
  Score: Raw -1420887.468179 + Penalty 3063.455235 = -1417824.012943
  nChanged 76
		SP:Iteration 27Q (5325.620000 sec): 3 clusters
  Score: Raw -1420932.748791 + Penalty 3063.455235 = -1417869.293556
  nChanged 60
		SP:Iteration 28Q (5325.650000 sec): 3 clusters
  Score: Raw -1420973.926997 + Penalty 3063.455235 = -1417910.471762
  nChanged 47
		SP:Iteration 29Q (5325.680000 sec): 3 clusters
  Score: Raw -1421010.757519 + Penalty 3063.455235 = -1417947.302284
  nChanged 44
		SP:Iteration 30Q (5325.710000 sec): 3 clusters
  Score: Raw -1421044.587107 + Penalty 3063.455235 = -1417981.131872
  nChanged 33
		SP:Iteration 31Q (5325.740000 sec): 3 clusters
  Score: Raw -1421069.229999 + Penalty 3063.455235 = -1418005.774764
  nChanged 24
		SP:Iteration 32Q (5325.770000 sec): 3 clusters
  Score: Raw -1421085.507169 + Penalty 3063.455235 = -1418022.051934
  nChanged 17
		SP:Iteration 33Q (5325.800000 sec): 3 clusters
  Score: Raw -1421099.658312 + Penalty 3063.455235 = -1418036.203077
  nChanged 18
		SP:Iteration 34Q (5325.830000 sec): 3 clusters
  Score: Raw -1421113.583703 + Penalty 3063.455235 = -1418050.128468
  nChanged 12
		SP:Iteration 35Q (5325.850000 sec): 3 clusters
  Score: Raw -1421120.810484 + Penalty 3063.455235 = -1418057.355249
  nChanged 8
		SP:Iteration 36Q (5325.880000 sec): 3 clusters
  Score: Raw -1421124.568792 + Penalty 3063.455235 = -1418061.113556
  nChanged 3
		SP:Iteration 37Q (5325.910000 sec): 3 clusters
  Score: Raw -1421126.337722 + Penalty 3063.455235 = -1418062.882487
  nChanged 5
		SP:Iteration 38Q (5325.940000 sec): 3 clusters
  Score: Raw -1421128.262006 + Penalty 3063.455235 = -1418064.806771
  nChanged 3
		SP:Iteration 39Q (5325.970000 sec): 3 clusters
  Score: Raw -1421130.596024 + Penalty 3063.455235 = -1418067.140789
  nChanged 6
		SP:Iteration 40F (5326.000000 sec): 3 clusters
  Score: Raw -1421133.681613 + Penalty 3063.455235 = -1418070.226378
  nChanged 2
		SP:Iteration 41Q (5326.030000 sec): 3 clusters
  Score: Raw -1421135.094321 + Penalty 3063.455235 = -1418071.639085
  nChanged 2
		SP:Iteration 42Q (5326.050000 sec): 3 clusters
  Score: Raw -1421136.746606 + Penalty 3063.455235 = -1418073.291370
  nChanged 1
		SP:Iteration 43Q (5326.080000 sec): 3 clusters
  Score: Raw -1421137.237481 + Penalty 3063.455235 = -1418073.782246
  nChanged 3
		SP:Iteration 44Q (5326.110000 sec): 3 clusters
  Score: Raw -1421138.515034 + Penalty 3063.455235 = -1418075.059799
  nChanged 0
		SP:Iteration 45F (5326.140000 sec): 3 clusters
  Score: Raw -1421138.515034 + Penalty 3063.455235 = -1418075.059799
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5326.330000 sec): 2 clusters
  Score: Raw -6133150.144271 + Penalty 1766.148563 = -6131383.995708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5326.470000 sec): 3 clusters
  Score: Raw -6099836.918896 + Penalty 3532.297127 = -6096304.621770
  nChanged 24621
		SP:Iteration 1F (5326.610000 sec): 3 clusters
  Score: Raw -6113855.614617 + Penalty 3532.297127 = -6110323.317490
  nChanged 2021
		SP:Iteration 2Q (5326.770000 sec): 3 clusters
  Score: Raw -6114402.056667 + Penalty 3532.297127 = -6110869.759541
  nChanged 1915
		SP:Iteration 3Q (5326.910000 sec): 3 clusters
  Score: Raw -6114979.763847 + Penalty 3532.297127 = -6111447.466720
  nChanged 2003
		SP:Iteration 4Q (5327.060000 sec): 3 clusters
  Score: Raw -6115681.572121 + Penalty 3532.297127 = -6112149.274994
  nChanged 2159
		SP:Iteration 5Q (5327.210000 sec): 3 clusters
  Score: Raw -6116585.611048 + Penalty 3532.297127 = -6113053.313921
  nChanged 2528
		SP:Iteration 6Q (5327.350000 sec): 3 clusters
  Score: Raw -6117877.792322 + Penalty 3532.297127 = -6114345.495196
  nChanged 2844
		SP:Iteration 7F (5327.500000 sec): 3 clusters
  Score: Raw -6119546.751969 + Penalty 3532.297127 = -6116014.454843
  nChanged 3002
		SP:Iteration 8F (5327.650000 sec): 3 clusters
  Score: Raw -6121569.922819 + Penalty 3532.297127 = -6118037.625692
  nChanged 2932
		SP:Iteration 9F (5327.790000 sec): 3 clusters
  Score: Raw -6123726.490683 + Penalty 3532.297127 = -6120194.193557
  nChanged 2582
		SP:Iteration 10Q (5327.930000 sec): 3 clusters
  Score: Raw -6125519.730623 + Penalty 3532.297127 = -6121987.433497
  nChanged 2041
		SP:Iteration 11Q (5328.070000 sec): 3 clusters
  Score: Raw -6126738.418745 + Penalty 3532.297127 = -6123206.121619
  nChanged 1488
		SP:Iteration 12Q (5328.210000 sec): 3 clusters
  Score: Raw -6127546.038722 + Penalty 3532.297127 = -6124013.741596
  nChanged 1203
		SP:Iteration 13Q (5328.350000 sec): 3 clusters
  Score: Raw -6128173.267835 + Penalty 3532.297127 = -6124640.970709
  nChanged 1039
		SP:Iteration 14Q (5328.470000 sec): 3 clusters
  Score: Raw -6128722.084116 + Penalty 3532.297127 = -6125189.786990
  nChanged 971
		SP:Iteration 15Q (5328.600000 sec): 3 clusters
  Score: Raw -6129215.366912 + Penalty 3532.297127 = -6125683.069786
  nChanged 938
		SP:Iteration 16Q (5328.730000 sec): 3 clusters
  Score: Raw -6129676.506015 + Penalty 3532.297127 = -6126144.208888
  nChanged 849
		SP:Iteration 17Q (5328.850000 sec): 3 clusters
  Score: Raw -6130056.967607 + Penalty 3532.297127 = -6126524.670480
  nChanged 781
		SP:Iteration 18Q (5328.980000 sec): 3 clusters
  Score: Raw -6130372.012859 + Penalty 3532.297127 = -6126839.715733
  nChanged 683
		SP:Iteration 19Q (5329.100000 sec): 3 clusters
  Score: Raw -6130626.151260 + Penalty 3532.297127 = -6127093.854134
  nChanged 607
		SP:Iteration 20F (5329.240000 sec): 3 clusters
  Score: Raw -6130860.585188 + Penalty 3532.297127 = -6127328.288062
  nChanged 597
		SP:Iteration 21Q (5329.360000 sec): 3 clusters
  Score: Raw -6131086.377969 + Penalty 3532.297127 = -6127554.080843
  nChanged 550
		SP:Iteration 22Q (5329.480000 sec): 3 clusters
  Score: Raw -6131282.936412 + Penalty 3532.297127 = -6127750.639286
  nChanged 511
		SP:Iteration 23Q (5329.590000 sec): 3 clusters
  Score: Raw -6131447.020666 + Penalty 3532.297127 = -6127914.723540
  nChanged 453
		SP:Iteration 24Q (5329.710000 sec): 3 clusters
  Score: Raw -6131582.307454 + Penalty 3532.297127 = -6128050.010327
  nChanged 452
		SP:Iteration 25Q (5329.830000 sec): 3 clusters
  Score: Raw -6131714.332279 + Penalty 3532.297127 = -6128182.035153
  nChanged 413
		SP:Iteration 26Q (5329.940000 sec): 3 clusters
  Score: Raw -6131822.718050 + Penalty 3532.297127 = -6128290.420923
  nChanged 382
		SP:Iteration 27Q (5330.060000 sec): 3 clusters
  Score: Raw -6131924.674369 + Penalty 3532.297127 = -6128392.377242
  nChanged 338
		SP:Iteration 28Q (5330.170000 sec): 3 clusters
  Score: Raw -6132015.776695 + Penalty 3532.297127 = -6128483.479569
  nChanged 351
		SP:Iteration 29Q (5330.280000 sec): 3 clusters
  Score: Raw -6132110.349700 + Penalty 3532.297127 = -6128578.052574
  nChanged 311
		SP:Iteration 30Q (5330.390000 sec): 3 clusters
  Score: Raw -6132194.215929 + Penalty 3532.297127 = -6128661.918802
  nChanged 304
		SP:Iteration 31Q (5330.510000 sec): 3 clusters
  Score: Raw -6132275.564049 + Penalty 3532.297127 = -6128743.266923
  nChanged 314
		SP:Iteration 32Q (5330.620000 sec): 3 clusters
  Score: Raw -6132358.865773 + Penalty 3532.297127 = -6128826.568647
  nChanged 284
		SP:Iteration 33Q (5330.730000 sec): 3 clusters
  Score: Raw -6132427.870199 + Penalty 3532.297127 = -6128895.573072
  nChanged 259
		SP:Iteration 34Q (5330.850000 sec): 3 clusters
  Score: Raw -6132496.185681 + Penalty 3532.297127 = -6128963.888555
  nChanged 265
		SP:Iteration 35Q (5330.960000 sec): 3 clusters
  Score: Raw -6132563.933962 + Penalty 3532.297127 = -6129031.636835
  nChanged 250
		SP:Iteration 36Q (5331.070000 sec): 3 clusters
  Score: Raw -6132632.126980 + Penalty 3532.297127 = -6129099.829853
  nChanged 249
		SP:Iteration 37Q (5331.180000 sec): 3 clusters
  Score: Raw -6132701.729897 + Penalty 3532.297127 = -6129169.432771
  nChanged 241
		SP:Iteration 38Q (5331.290000 sec): 3 clusters
  Score: Raw -6132770.062406 + Penalty 3532.297127 = -6129237.765279
  nChanged 234
		SP:Iteration 39Q (5331.390000 sec): 3 clusters
  Score: Raw -6132834.068977 + Penalty 3532.297127 = -6129301.771851
  nChanged 226
		SP:Iteration 40F (5331.530000 sec): 3 clusters
  Score: Raw -6132896.628030 + Penalty 3532.297127 = -6129364.330904
  nChanged 216
		SP:Iteration 41Q (5331.640000 sec): 3 clusters
  Score: Raw -6132966.884530 + Penalty 3532.297127 = -6129434.587404
  nChanged 214
		SP:Iteration 42Q (5331.740000 sec): 3 clusters
  Score: Raw -6133030.724630 + Penalty 3532.297127 = -6129498.427503
  nChanged 202
		SP:Iteration 43Q (5331.850000 sec): 3 clusters
  Score: Raw -6133093.671719 + Penalty 3532.297127 = -6129561.374593
  nChanged 194
		SP:Iteration 44Q (5331.950000 sec): 3 clusters
  Score: Raw -6133148.915413 + Penalty 3532.297127 = -6129616.618287
  nChanged 166
		SP:Iteration 45Q (5332.060000 sec): 3 clusters
  Score: Raw -6133196.613794 + Penalty 3532.297127 = -6129664.316667
  nChanged 154
		SP:Iteration 46Q (5332.160000 sec): 3 clusters
  Score: Raw -6133239.241121 + Penalty 3532.297127 = -6129706.943994
  nChanged 120
		SP:Iteration 47Q (5332.270000 sec): 3 clusters
  Score: Raw -6133272.644448 + Penalty 3532.297127 = -6129740.347322
  nChanged 117
		SP:Iteration 48Q (5332.370000 sec): 3 clusters
  Score: Raw -6133310.447894 + Penalty 3532.297127 = -6129778.150767
  nChanged 117
		SP:Iteration 49Q (5332.470000 sec): 3 clusters
  Score: Raw -6133345.518620 + Penalty 3532.297127 = -6129813.221494
  nChanged 107
		SP:Iteration 50Q (5332.570000 sec): 3 clusters
  Score: Raw -6133377.053539 + Penalty 3532.297127 = -6129844.756413
  nChanged 91
		SP:Iteration 51Q (5332.680000 sec): 3 clusters
  Score: Raw -6133405.302796 + Penalty 3532.297127 = -6129873.005669
  nChanged 83
		SP:Iteration 52Q (5332.780000 sec): 3 clusters
  Score: Raw -6133426.908127 + Penalty 3532.297127 = -6129894.611000
  nChanged 78
		SP:Iteration 53Q (5332.880000 sec): 3 clusters
  Score: Raw -6133449.267385 + Penalty 3532.297127 = -6129916.970259
  nChanged 65
		SP:Iteration 54Q (5332.990000 sec): 3 clusters
  Score: Raw -6133469.504394 + Penalty 3532.297127 = -6129937.207267
  nChanged 78
		SP:Iteration 55Q (5333.090000 sec): 3 clusters
  Score: Raw -6133495.022529 + Penalty 3532.297127 = -6129962.725402
  nChanged 62
		SP:Iteration 56Q (5333.190000 sec): 3 clusters
  Score: Raw -6133513.846844 + Penalty 3532.297127 = -6129981.549717
  nChanged 74
		SP:Iteration 57Q (5333.300000 sec): 3 clusters
  Score: Raw -6133533.710932 + Penalty 3532.297127 = -6130001.413805
  nChanged 50
		SP:Iteration 58Q (5333.400000 sec): 3 clusters
  Score: Raw -6133545.692784 + Penalty 3532.297127 = -6130013.395657
  nChanged 39
		SP:Iteration 59Q (5333.500000 sec): 3 clusters
  Score: Raw -6133554.469445 + Penalty 3532.297127 = -6130022.172319
  nChanged 35
		SP:Iteration 60F (5333.640000 sec): 3 clusters
  Score: Raw -6133563.658349 + Penalty 3532.297127 = -6130031.361223
  nChanged 35
		SP:Iteration 61Q (5333.740000 sec): 3 clusters
  Score: Raw -6133571.577452 + Penalty 3532.297127 = -6130039.280325
  nChanged 32
		SP:Iteration 62Q (5333.840000 sec): 3 clusters
  Score: Raw -6133577.954817 + Penalty 3532.297127 = -6130045.657690
  nChanged 24
		SP:Iteration 63Q (5333.940000 sec): 3 clusters
  Score: Raw -6133582.686111 + Penalty 3532.297127 = -6130050.388984
  nChanged 20
		SP:Iteration 64Q (5334.040000 sec): 3 clusters
  Score: Raw -6133586.522428 + Penalty 3532.297127 = -6130054.225302
  nChanged 18
		SP:Iteration 65Q (5334.140000 sec): 3 clusters
  Score: Raw -6133589.128241 + Penalty 3532.297127 = -6130056.831114
  nChanged 11
		SP:Iteration 66Q (5334.240000 sec): 3 clusters
  Score: Raw -6133590.781772 + Penalty 3532.297127 = -6130058.484645
  nChanged 6
		SP:Iteration 67Q (5334.340000 sec): 3 clusters
  Score: Raw -6133591.866433 + Penalty 3532.297127 = -6130059.569306
  nChanged 7
		SP:Iteration 68Q (5334.440000 sec): 3 clusters
  Score: Raw -6133593.992557 + Penalty 3532.297127 = -6130061.695430
  nChanged 13
		SP:Iteration 69Q (5334.540000 sec): 3 clusters
  Score: Raw -6133597.031952 + Penalty 3532.297127 = -6130064.734825
  nChanged 18
		SP:Iteration 70Q (5334.640000 sec): 3 clusters
  Score: Raw -6133600.478585 + Penalty 3532.297127 = -6130068.181459
  nChanged 9
		SP:Iteration 71Q (5334.740000 sec): 3 clusters
  Score: Raw -6133602.945192 + Penalty 3532.297127 = -6130070.648065
  nChanged 15
		SP:Iteration 72Q (5334.840000 sec): 3 clusters
  Score: Raw -6133605.753156 + Penalty 3532.297127 = -6130073.456029
  nChanged 18
		SP:Iteration 73Q (5334.950000 sec): 3 clusters
  Score: Raw -6133609.423908 + Penalty 3532.297127 = -6130077.126781
  nChanged 14
		SP:Iteration 74Q (5335.050000 sec): 3 clusters
  Score: Raw -6133612.251778 + Penalty 3532.297127 = -6130079.954651
  nChanged 13
		SP:Iteration 75Q (5335.150000 sec): 3 clusters
  Score: Raw -6133614.869522 + Penalty 3532.297127 = -6130082.572395
  nChanged 15
		SP:Iteration 76Q (5335.250000 sec): 3 clusters
  Score: Raw -6133617.338889 + Penalty 3532.297127 = -6130085.041763
  nChanged 11
		SP:Iteration 77Q (5335.350000 sec): 3 clusters
  Score: Raw -6133619.087338 + Penalty 3532.297127 = -6130086.790211
  nChanged 10
		SP:Iteration 78Q (5335.450000 sec): 3 clusters
  Score: Raw -6133621.436235 + Penalty 3532.297127 = -6130089.139108
  nChanged 8
		SP:Iteration 79Q (5335.550000 sec): 3 clusters
  Score: Raw -6133622.678896 + Penalty 3532.297127 = -6130090.381770
  nChanged 10
		SP:Iteration 80F (5335.680000 sec): 3 clusters
  Score: Raw -6133625.183865 + Penalty 3532.297127 = -6130092.886738
  nChanged 10
		SP:Iteration 81Q (5335.780000 sec): 3 clusters
  Score: Raw -6133627.181117 + Penalty 3532.297127 = -6130094.883991
  nChanged 7
		SP:Iteration 82Q (5335.880000 sec): 3 clusters
  Score: Raw -6133628.186989 + Penalty 3532.297127 = -6130095.889862
  nChanged 7
		SP:Iteration 83Q (5335.990000 sec): 3 clusters
  Score: Raw -6133629.238297 + Penalty 3532.297127 = -6130096.941170
  nChanged 5
		SP:Iteration 84Q (5336.090000 sec): 3 clusters
  Score: Raw -6133630.277997 + Penalty 3532.297127 = -6130097.980870
  nChanged 6
		SP:Iteration 85Q (5336.180000 sec): 3 clusters
  Score: Raw -6133631.536806 + Penalty 3532.297127 = -6130099.239679
  nChanged 12
		SP:Iteration 86Q (5336.280000 sec): 3 clusters
  Score: Raw -6133633.879016 + Penalty 3532.297127 = -6130101.581890
  nChanged 8
		SP:Iteration 87Q (5336.380000 sec): 3 clusters
  Score: Raw -6133635.335484 + Penalty 3532.297127 = -6130103.038358
  nChanged 8
		SP:Iteration 88Q (5336.480000 sec): 3 clusters
  Score: Raw -6133636.648593 + Penalty 3532.297127 = -6130104.351467
  nChanged 9
		SP:Iteration 89Q (5336.580000 sec): 3 clusters
  Score: Raw -6133638.190647 + Penalty 3532.297127 = -6130105.893520
  nChanged 4
		SP:Iteration 90Q (5336.680000 sec): 3 clusters
  Score: Raw -6133638.983405 + Penalty 3532.297127 = -6130106.686279
  nChanged 9
		SP:Iteration 91Q (5336.780000 sec): 3 clusters
  Score: Raw -6133640.964575 + Penalty 3532.297127 = -6130108.667449
  nChanged 7
		SP:Iteration 92Q (5336.880000 sec): 3 clusters
  Score: Raw -6133642.670509 + Penalty 3532.297127 = -6130110.373382
  nChanged 6
		SP:Iteration 93Q (5336.970000 sec): 3 clusters
  Score: Raw -6133643.352013 + Penalty 3532.297127 = -6130111.054887
  nChanged 3
		SP:Iteration 94Q (5337.070000 sec): 3 clusters
  Score: Raw -6133643.838568 + Penalty 3532.297127 = -6130111.541441
  nChanged 7
		SP:Iteration 95Q (5337.170000 sec): 3 clusters
  Score: Raw -6133645.020226 + Penalty 3532.297127 = -6130112.723100
  nChanged 8
		SP:Iteration 96Q (5337.270000 sec): 3 clusters
  Score: Raw -6133647.014406 + Penalty 3532.297127 = -6130114.717279
  nChanged 10
		SP:Iteration 97Q (5337.370000 sec): 3 clusters
  Score: Raw -6133648.690869 + Penalty 3532.297127 = -6130116.393743
  nChanged 10
		SP:Iteration 98Q (5337.470000 sec): 3 clusters
  Score: Raw -6133650.526421 + Penalty 3532.297127 = -6130118.229295
  nChanged 5
		SP:Iteration 99Q (5337.570000 sec): 3 clusters
  Score: Raw -6133650.999933 + Penalty 3532.297127 = -6130118.702806
  nChanged 5
		SP:Iteration 100F (5337.710000 sec): 3 clusters
  Score: Raw -6133651.860148 + Penalty 3532.297127 = -6130119.563021
  nChanged 4
		SP:Iteration 101Q (5337.810000 sec): 3 clusters
  Score: Raw -6133652.313692 + Penalty 3532.297127 = -6130120.016565
  nChanged 2
		SP:Iteration 102Q (5337.910000 sec): 3 clusters
  Score: Raw -6133652.637237 + Penalty 3532.297127 = -6130120.340110
  nChanged 4
		SP:Iteration 103Q (5338.010000 sec): 3 clusters
  Score: Raw -6133653.616017 + Penalty 3532.297127 = -6130121.318890
  nChanged 4
		SP:Iteration 104Q (5338.110000 sec): 3 clusters
  Score: Raw -6133654.613582 + Penalty 3532.297127 = -6130122.316456
  nChanged 8
		SP:Iteration 105Q (5338.210000 sec): 3 clusters
  Score: Raw -6133656.890179 + Penalty 3532.297127 = -6130124.593052
  nChanged 8
		SP:Iteration 106Q (5338.310000 sec): 3 clusters
  Score: Raw -6133658.806455 + Penalty 3532.297127 = -6130126.509329
  nChanged 5
		SP:Iteration 107Q (5338.410000 sec): 3 clusters
  Score: Raw -6133659.678714 + Penalty 3532.297127 = -6130127.381587
  nChanged 2
		SP:Iteration 108Q (5338.510000 sec): 3 clusters
  Score: Raw -6133660.045353 + Penalty 3532.297127 = -6130127.748226
  nChanged 3
		SP:Iteration 109Q (5338.610000 sec): 3 clusters
  Score: Raw -6133660.738156 + Penalty 3532.297127 = -6130128.441030
  nChanged 3
		SP:Iteration 110Q (5338.710000 sec): 3 clusters
  Score: Raw -6133661.121621 + Penalty 3532.297127 = -6130128.824494
  nChanged 0
		SP:Iteration 111F (5338.850000 sec): 3 clusters
  Score: Raw -6133661.121621 + Penalty 3532.297127 = -6130128.824494
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (1819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5338.880000 sec): 2 clusters
  Score: Raw -198650.334099 + Penalty 1219.731854 = -197430.602245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5338.890000 sec): 3 clusters
  Score: Raw -197909.250376 + Penalty 2439.463708 = -195469.786668
  nChanged 600
		SP:Iteration 1F (5338.890000 sec): 3 clusters
  Score: Raw -198296.971306 + Penalty 2439.463708 = -195857.507598
  nChanged 141
		SP:Iteration 2F (5338.900000 sec): 3 clusters
  Score: Raw -198398.626201 + Penalty 2439.463708 = -195959.162493
  nChanged 77
		SP:Iteration 3Q (5338.900000 sec): 3 clusters
  Score: Raw -198461.468338 + Penalty 2439.463708 = -196022.004630
  nChanged 70
		SP:Iteration 4Q (5338.900000 sec): 3 clusters
  Score: Raw -198526.269343 + Penalty 2439.463708 = -196086.805635
  nChanged 64
		SP:Iteration 5Q (5338.910000 sec): 3 clusters
  Score: Raw -198567.593419 + Penalty 2439.463708 = -196128.129711
  nChanged 45
		SP:Iteration 6Q (5338.920000 sec): 3 clusters
  Score: Raw -198592.448022 + Penalty 2439.463708 = -196152.984314
  nChanged 37
		SP:Iteration 7Q (5338.930000 sec): 3 clusters
  Score: Raw -198619.833057 + Penalty 2439.463708 = -196180.369349
  nChanged 35
		SP:Iteration 8Q (5338.930000 sec): 3 clusters
  Score: Raw -198641.242315 + Penalty 2439.463708 = -196201.778607
  nChanged 27
		SP:Iteration 9Q (5338.930000 sec): 3 clusters
  Score: Raw -198659.867805 + Penalty 2439.463708 = -196220.404097
  nChanged 28
		SP:Iteration 10Q (5338.940000 sec): 3 clusters
  Score: Raw -198683.515313 + Penalty 2439.463708 = -196244.051605
  nChanged 28
		SP:Iteration 11Q (5338.940000 sec): 3 clusters
  Score: Raw -198696.363706 + Penalty 2439.463708 = -196256.899998
  nChanged 9
		SP:Iteration 12Q (5338.950000 sec): 3 clusters
  Score: Raw -198699.465485 + Penalty 2439.463708 = -196260.001777
  nChanged 5
		SP:Iteration 13Q (5338.950000 sec): 3 clusters
  Score: Raw -198702.972108 + Penalty 2439.463708 = -196263.508400
  nChanged 6
		SP:Iteration 14Q (5338.950000 sec): 3 clusters
  Score: Raw -198706.422693 + Penalty 2439.463708 = -196266.958985
  nChanged 4
		SP:Iteration 15Q (5338.960000 sec): 3 clusters
  Score: Raw -198707.733594 + Penalty 2439.463708 = -196268.269886
  nChanged 5
		SP:Iteration 16Q (5338.970000 sec): 3 clusters
  Score: Raw -198709.239240 + Penalty 2439.463708 = -196269.775532
  nChanged 3
		SP:Iteration 17Q (5338.970000 sec): 3 clusters
  Score: Raw -198710.278916 + Penalty 2439.463708 = -196270.815208
  nChanged 3
		SP:Iteration 18Q (5338.970000 sec): 3 clusters
  Score: Raw -198712.201015 + Penalty 2439.463708 = -196272.737307
  nChanged 6
		SP:Iteration 19Q (5338.980000 sec): 3 clusters
  Score: Raw -198715.207291 + Penalty 2439.463708 = -196275.743583
  nChanged 6
		SP:Iteration 20F (5338.980000 sec): 3 clusters
  Score: Raw -198716.977276 + Penalty 2439.463708 = -196277.513568
  nChanged 3
		SP:Iteration 21Q (5338.990000 sec): 3 clusters
  Score: Raw -198718.112071 + Penalty 2439.463708 = -196278.648363
  nChanged 3
		SP:Iteration 22Q (5338.990000 sec): 3 clusters
  Score: Raw -198719.161941 + Penalty 2439.463708 = -196279.698233
  nChanged 3
		SP:Iteration 23Q (5338.990000 sec): 3 clusters
  Score: Raw -198720.455811 + Penalty 2439.463708 = -196280.992103
  nChanged 3
		SP:Iteration 24Q (5339.000000 sec): 3 clusters
  Score: Raw -198721.746447 + Penalty 2439.463708 = -196282.282739
  nChanged 5
		SP:Iteration 25Q (5339.010000 sec): 3 clusters
  Score: Raw -198724.076768 + Penalty 2439.463708 = -196284.613060
  nChanged 8
		SP:Iteration 26Q (5339.010000 sec): 3 clusters
  Score: Raw -198729.784048 + Penalty 2439.463708 = -196290.320340
  nChanged 14
		SP:Iteration 27Q (5339.010000 sec): 3 clusters
  Score: Raw -198738.385146 + Penalty 2439.463708 = -196298.921438
  nChanged 14
		SP:Iteration 28Q (5339.020000 sec): 3 clusters
  Score: Raw -198745.415371 + Penalty 2439.463708 = -196305.951663
  nChanged 9
		SP:Iteration 29Q (5339.020000 sec): 3 clusters
  Score: Raw -198752.240428 + Penalty 2439.463708 = -196312.776720
  nChanged 17
		SP:Iteration 30Q (5339.030000 sec): 3 clusters
  Score: Raw -198758.594743 + Penalty 2439.463708 = -196319.131035
  nChanged 4
		SP:Iteration 31Q (5339.030000 sec): 3 clusters
  Score: Raw -198759.742343 + Penalty 2439.463708 = -196320.278635
  nChanged 3
		SP:Iteration 32Q (5339.030000 sec): 3 clusters
  Score: Raw -198760.647350 + Penalty 2439.463708 = -196321.183642
  nChanged 0
		SP:Iteration 33F (5339.040000 sec): 3 clusters
  Score: Raw -198760.647350 + Penalty 2439.463708 = -196321.183642
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5339.050000 sec): 2 clusters
  Score: Raw -376241.878769 + Penalty 1316.226910 = -374925.651859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5339.060000 sec): 3 clusters
  Score: Raw -374656.837491 + Penalty 2632.453821 = -372024.383670
  nChanged 1278
		SP:Iteration 1F (5339.070000 sec): 3 clusters
  Score: Raw -375492.422539 + Penalty 2632.453821 = -372859.968718
  nChanged 333
		SP:Iteration 2F (5339.080000 sec): 3 clusters
  Score: Raw -375877.964936 + Penalty 2632.453821 = -373245.511115
  nChanged 311
		SP:Iteration 3F (5339.090000 sec): 3 clusters
  Score: Raw -376240.172920 + Penalty 2632.453821 = -373607.719099
  nChanged 265
		SP:Iteration 4F (5339.090000 sec): 3 clusters
  Score: Raw -376574.749563 + Penalty 2632.453821 = -373942.295742
  nChanged 214
		SP:Iteration 5F (5339.100000 sec): 3 clusters
  Score: Raw -376809.817248 + Penalty 2632.453821 = -374177.363427
  nChanged 134
		SP:Iteration 6Q (5339.110000 sec): 3 clusters
  Score: Raw -376935.087503 + Penalty 2632.453821 = -374302.633682
  nChanged 100
		SP:Iteration 7Q (5339.120000 sec): 3 clusters
  Score: Raw -377009.985324 + Penalty 2632.453821 = -374377.531503
  nChanged 66
		SP:Iteration 8Q (5339.130000 sec): 3 clusters
  Score: Raw -377049.033686 + Penalty 2632.453821 = -374416.579865
  nChanged 49
		SP:Iteration 9Q (5339.140000 sec): 3 clusters
  Score: Raw -377071.869811 + Penalty 2632.453821 = -374439.415990
  nChanged 28
		SP:Iteration 10Q (5339.150000 sec): 3 clusters
  Score: Raw -377085.099449 + Penalty 2632.453821 = -374452.645628
  nChanged 16
		SP:Iteration 11Q (5339.150000 sec): 3 clusters
  Score: Raw -377090.719571 + Penalty 2632.453821 = -374458.265750
  nChanged 8
		SP:Iteration 12Q (5339.160000 sec): 3 clusters
  Score: Raw -377093.364394 + Penalty 2632.453821 = -374460.910573
  nChanged 8
		SP:Iteration 13Q (5339.170000 sec): 3 clusters
  Score: Raw -377098.286118 + Penalty 2632.453821 = -374465.832297
  nChanged 10
		SP:Iteration 14Q (5339.180000 sec): 3 clusters
  Score: Raw -377101.944740 + Penalty 2632.453821 = -374469.490919
  nChanged 10
		SP:Iteration 15Q (5339.190000 sec): 3 clusters
  Score: Raw -377106.196996 + Penalty 2632.453821 = -374473.743175
  nChanged 12
		SP:Iteration 16Q (5339.190000 sec): 3 clusters
  Score: Raw -377110.683416 + Penalty 2632.453821 = -374478.229595
  nChanged 9
		SP:Iteration 17Q (5339.200000 sec): 3 clusters
  Score: Raw -377113.480467 + Penalty 2632.453821 = -374481.026646
  nChanged 2
		SP:Iteration 18Q (5339.210000 sec): 3 clusters
  Score: Raw -377114.201632 + Penalty 2632.453821 = -374481.747811
  nChanged 5
		SP:Iteration 19Q (5339.220000 sec): 3 clusters
  Score: Raw -377115.800008 + Penalty 2632.453821 = -374483.346187
  nChanged 4
		SP:Iteration 20F (5339.230000 sec): 3 clusters
  Score: Raw -377117.206228 + Penalty 2632.453821 = -374484.752407
  nChanged 3
		SP:Iteration 21Q (5339.230000 sec): 3 clusters
  Score: Raw -377118.574772 + Penalty 2632.453821 = -374486.120951
  nChanged 4
		SP:Iteration 22Q (5339.240000 sec): 3 clusters
  Score: Raw -377119.595036 + Penalty 2632.453821 = -374487.141215
  nChanged 2
		SP:Iteration 23Q (5339.250000 sec): 3 clusters
  Score: Raw -377120.268353 + Penalty 2632.453821 = -374487.814532
  nChanged 0
		SP:Iteration 24F (5339.260000 sec): 3 clusters
  Score: Raw -377120.268353 + Penalty 2632.453821 = -374487.814532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5339.290000 sec): 2 clusters
  Score: Raw -866800.200210 + Penalty 1458.642617 = -865341.557594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5339.310000 sec): 3 clusters
  Score: Raw -862397.949489 + Penalty 2917.285233 = -859480.664256
  nChanged 3370
		SP:Iteration 1F (5339.330000 sec): 3 clusters
  Score: Raw -864306.323322 + Penalty 2917.285233 = -861389.038089
  nChanged 564
		SP:Iteration 2F (5339.350000 sec): 3 clusters
  Score: Raw -864629.409319 + Penalty 2917.285233 = -861712.124086
  nChanged 510
		SP:Iteration 3F (5339.370000 sec): 3 clusters
  Score: Raw -864932.835254 + Penalty 2917.285233 = -862015.550021
  nChanged 462
		SP:Iteration 4F (5339.390000 sec): 3 clusters
  Score: Raw -865202.538368 + Penalty 2917.285233 = -862285.253135
  nChanged 455
		SP:Iteration 5F (5339.410000 sec): 3 clusters
  Score: Raw -865481.235560 + Penalty 2917.285233 = -862563.950327
  nChanged 411
		SP:Iteration 6F (5339.430000 sec): 3 clusters
  Score: Raw -865745.526984 + Penalty 2917.285233 = -862828.241751
  nChanged 348
		SP:Iteration 7Q (5339.450000 sec): 3 clusters
  Score: Raw -865969.247677 + Penalty 2917.285233 = -863051.962444
  nChanged 297
		SP:Iteration 8Q (5339.470000 sec): 3 clusters
  Score: Raw -866164.751302 + Penalty 2917.285233 = -863247.466069
  nChanged 246
		SP:Iteration 9Q (5339.490000 sec): 3 clusters
  Score: Raw -866328.185993 + Penalty 2917.285233 = -863410.900760
  nChanged 211
		SP:Iteration 10Q (5339.510000 sec): 3 clusters
  Score: Raw -866478.417919 + Penalty 2917.285233 = -863561.132686
  nChanged 189
		SP:Iteration 11Q (5339.530000 sec): 3 clusters
  Score: Raw -866611.416235 + Penalty 2917.285233 = -863694.131002
  nChanged 152
		SP:Iteration 12Q (5339.550000 sec): 3 clusters
  Score: Raw -866721.338430 + Penalty 2917.285233 = -863804.053197
  nChanged 125
		SP:Iteration 13Q (5339.570000 sec): 3 clusters
  Score: Raw -866813.442812 + Penalty 2917.285233 = -863896.157578
  nChanged 88
		SP:Iteration 14Q (5339.590000 sec): 3 clusters
  Score: Raw -866870.282467 + Penalty 2917.285233 = -863952.997234
  nChanged 80
		SP:Iteration 15Q (5339.610000 sec): 3 clusters
  Score: Raw -866928.869245 + Penalty 2917.285233 = -864011.584012
  nChanged 67
		SP:Iteration 16Q (5339.620000 sec): 3 clusters
  Score: Raw -866975.321413 + Penalty 2917.285233 = -864058.036180
  nChanged 48
		SP:Iteration 17Q (5339.640000 sec): 3 clusters
  Score: Raw -867001.542372 + Penalty 2917.285233 = -864084.257139
  nChanged 34
		SP:Iteration 18Q (5339.660000 sec): 3 clusters
  Score: Raw -867020.787824 + Penalty 2917.285233 = -864103.502591
  nChanged 26
		SP:Iteration 19Q (5339.670000 sec): 3 clusters
  Score: Raw -867031.282399 + Penalty 2917.285233 = -864113.997166
  nChanged 20
		SP:Iteration 20F (5339.690000 sec): 3 clusters
  Score: Raw -867043.040373 + Penalty 2917.285233 = -864125.755140
  nChanged 18
		SP:Iteration 21Q (5339.710000 sec): 3 clusters
  Score: Raw -867053.443540 + Penalty 2917.285233 = -864136.158307
  nChanged 14
		SP:Iteration 22Q (5339.730000 sec): 3 clusters
  Score: Raw -867059.836798 + Penalty 2917.285233 = -864142.551565
  nChanged 10
		SP:Iteration 23Q (5339.750000 sec): 3 clusters
  Score: Raw -867065.805227 + Penalty 2917.285233 = -864148.519994
  nChanged 8
		SP:Iteration 24Q (5339.760000 sec): 3 clusters
  Score: Raw -867069.972910 + Penalty 2917.285233 = -864152.687677
  nChanged 10
		SP:Iteration 25Q (5339.780000 sec): 3 clusters
  Score: Raw -867076.003146 + Penalty 2917.285233 = -864158.717913
  nChanged 12
		SP:Iteration 26Q (5339.790000 sec): 3 clusters
  Score: Raw -867085.704155 + Penalty 2917.285233 = -864168.418922
  nChanged 26
		SP:Iteration 27Q (5339.810000 sec): 3 clusters
  Score: Raw -867102.347832 + Penalty 2917.285233 = -864185.062599
  nChanged 22
		SP:Iteration 28Q (5339.830000 sec): 3 clusters
  Score: Raw -867115.771068 + Penalty 2917.285233 = -864198.485835
  nChanged 15
		SP:Iteration 29Q (5339.840000 sec): 3 clusters
  Score: Raw -867123.537786 + Penalty 2917.285233 = -864206.252553
  nChanged 13
		SP:Iteration 30Q (5339.860000 sec): 3 clusters
  Score: Raw -867131.967662 + Penalty 2917.285233 = -864214.682429
  nChanged 8
		SP:Iteration 31Q (5339.870000 sec): 3 clusters
  Score: Raw -867138.460489 + Penalty 2917.285233 = -864221.175256
  nChanged 11
		SP:Iteration 32Q (5339.890000 sec): 3 clusters
  Score: Raw -867143.790178 + Penalty 2917.285233 = -864226.504945
  nChanged 12
		SP:Iteration 33Q (5339.900000 sec): 3 clusters
  Score: Raw -867149.102804 + Penalty 2917.285233 = -864231.817571
  nChanged 9
		SP:Iteration 34Q (5339.920000 sec): 3 clusters
  Score: Raw -867154.426441 + Penalty 2917.285233 = -864237.141208
  nChanged 11
		SP:Iteration 35Q (5339.930000 sec): 3 clusters
  Score: Raw -867159.300424 + Penalty 2917.285233 = -864242.015191
  nChanged 9
		SP:Iteration 36Q (5339.950000 sec): 3 clusters
  Score: Raw -867163.164958 + Penalty 2917.285233 = -864245.879725
  nChanged 8
		SP:Iteration 37Q (5339.970000 sec): 3 clusters
  Score: Raw -867165.836287 + Penalty 2917.285233 = -864248.551054
  nChanged 3
		SP:Iteration 38Q (5339.980000 sec): 3 clusters
  Score: Raw -867167.165121 + Penalty 2917.285233 = -864249.879888
  nChanged 3
		SP:Iteration 39Q (5339.990000 sec): 3 clusters
  Score: Raw -867168.466235 + Penalty 2917.285233 = -864251.181002
  nChanged 4
		SP:Iteration 40F (5340.010000 sec): 3 clusters
  Score: Raw -867170.924087 + Penalty 2917.285233 = -864253.638854
  nChanged 5
		SP:Iteration 41Q (5340.030000 sec): 3 clusters
  Score: Raw -867173.156696 + Penalty 2917.285233 = -864255.871463
  nChanged 2
		SP:Iteration 42Q (5340.050000 sec): 3 clusters
  Score: Raw -867174.195358 + Penalty 2917.285233 = -864256.910124
  nChanged 3
		SP:Iteration 43Q (5340.060000 sec): 3 clusters
  Score: Raw -867175.035708 + Penalty 2917.285233 = -864257.750475
  nChanged 3
		SP:Iteration 44Q (5340.080000 sec): 3 clusters
  Score: Raw -867176.101733 + Penalty 2917.285233 = -864258.816500
  nChanged 4
		SP:Iteration 45Q (5340.090000 sec): 3 clusters
  Score: Raw -867177.771741 + Penalty 2917.285233 = -864260.486508
  nChanged 2
		SP:Iteration 46Q (5340.110000 sec): 3 clusters
  Score: Raw -867178.789123 + Penalty 2917.285233 = -864261.503890
  nChanged 2
		SP:Iteration 47Q (5340.130000 sec): 3 clusters
  Score: Raw -867180.127259 + Penalty 2917.285233 = -864262.842026
  nChanged 2
		SP:Iteration 48Q (5340.140000 sec): 3 clusters
  Score: Raw -867180.683622 + Penalty 2917.285233 = -864263.398389
  nChanged 0
		SP:Iteration 49F (5340.160000 sec): 3 clusters
  Score: Raw -867180.683622 + Penalty 2917.285233 = -864263.398389
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5340.170000 sec): 2 clusters
  Score: Raw -409060.300978 + Penalty 1341.825169 = -407718.475809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5340.190000 sec): 3 clusters
  Score: Raw -407184.260578 + Penalty 2683.650338 = -404500.610240
  nChanged 1504
		SP:Iteration 1F (5340.190000 sec): 3 clusters
  Score: Raw -408146.124890 + Penalty 2683.650338 = -405462.474552
  nChanged 321
		SP:Iteration 2F (5340.210000 sec): 3 clusters
  Score: Raw -408369.791112 + Penalty 2683.650338 = -405686.140774
  nChanged 223
		SP:Iteration 3F (5340.210000 sec): 3 clusters
  Score: Raw -408536.005944 + Penalty 2683.650338 = -405852.355606
  nChanged 178
		SP:Iteration 4Q (5340.230000 sec): 3 clusters
  Score: Raw -408666.834939 + Penalty 2683.650338 = -405983.184601
  nChanged 166
		SP:Iteration 5Q (5340.230000 sec): 3 clusters
  Score: Raw -408796.789221 + Penalty 2683.650338 = -406113.138882
  nChanged 183
		SP:Iteration 6Q (5340.240000 sec): 3 clusters
  Score: Raw -408943.879307 + Penalty 2683.650338 = -406260.228969
  nChanged 167
		SP:Iteration 7Q (5340.250000 sec): 3 clusters
  Score: Raw -409077.823772 + Penalty 2683.650338 = -406394.173433
  nChanged 144
		SP:Iteration 8Q (5340.260000 sec): 3 clusters
  Score: Raw -409192.388125 + Penalty 2683.650338 = -406508.737787
  nChanged 128
		SP:Iteration 9Q (5340.270000 sec): 3 clusters
  Score: Raw -409295.356860 + Penalty 2683.650338 = -406611.706522
  nChanged 108
		SP:Iteration 10Q (5340.280000 sec): 3 clusters
  Score: Raw -409365.842155 + Penalty 2683.650338 = -406682.191817
  nChanged 80
		SP:Iteration 11Q (5340.290000 sec): 3 clusters
  Score: Raw -409420.896213 + Penalty 2683.650338 = -406737.245875
  nChanged 76
		SP:Iteration 12Q (5340.300000 sec): 3 clusters
  Score: Raw -409466.695010 + Penalty 2683.650338 = -406783.044672
  nChanged 55
		SP:Iteration 13Q (5340.310000 sec): 3 clusters
  Score: Raw -409496.873352 + Penalty 2683.650338 = -406813.223014
  nChanged 54
		SP:Iteration 14Q (5340.320000 sec): 3 clusters
  Score: Raw -409531.073846 + Penalty 2683.650338 = -406847.423508
  nChanged 56
		SP:Iteration 15Q (5340.330000 sec): 3 clusters
  Score: Raw -409555.836790 + Penalty 2683.650338 = -406872.186451
  nChanged 38
		SP:Iteration 16Q (5340.330000 sec): 3 clusters
  Score: Raw -409572.862356 + Penalty 2683.650338 = -406889.212018
  nChanged 25
		SP:Iteration 17Q (5340.340000 sec): 3 clusters
  Score: Raw -409582.221268 + Penalty 2683.650338 = -406898.570930
  nChanged 19
		SP:Iteration 18Q (5340.350000 sec): 3 clusters
  Score: Raw -409588.483264 + Penalty 2683.650338 = -406904.832926
  nChanged 9
		SP:Iteration 19Q (5340.360000 sec): 3 clusters
  Score: Raw -409592.203800 + Penalty 2683.650338 = -406908.553462
  nChanged 12
		SP:Iteration 20F (5340.370000 sec): 3 clusters
  Score: Raw -409596.200764 + Penalty 2683.650338 = -406912.550426
  nChanged 8
		SP:Iteration 21Q (5340.380000 sec): 3 clusters
  Score: Raw -409598.504668 + Penalty 2683.650338 = -406914.854329
  nChanged 3
		SP:Iteration 22Q (5340.390000 sec): 3 clusters
  Score: Raw -409599.389491 + Penalty 2683.650338 = -406915.739153
  nChanged 3
		SP:Iteration 23Q (5340.400000 sec): 3 clusters
  Score: Raw -409600.230488 + Penalty 2683.650338 = -406916.580150
  nChanged 1
		SP:Iteration 24Q (5340.410000 sec): 3 clusters
  Score: Raw -409600.420119 + Penalty 2683.650338 = -406916.769780
  nChanged 2
		SP:Iteration 25Q (5340.410000 sec): 3 clusters
  Score: Raw -409600.917355 + Penalty 2683.650338 = -406917.267017
  nChanged 1
		SP:Iteration 26Q (5340.430000 sec): 3 clusters
  Score: Raw -409601.599978 + Penalty 2683.650338 = -406917.949640
  nChanged 1
		SP:Iteration 27Q (5340.430000 sec): 3 clusters
  Score: Raw -409601.893600 + Penalty 2683.650338 = -406918.243262
  nChanged 2
		SP:Iteration 28Q (5340.440000 sec): 3 clusters
  Score: Raw -409602.535077 + Penalty 2683.650338 = -406918.884739
  nChanged 2
		SP:Iteration 29Q (5340.450000 sec): 3 clusters
  Score: Raw -409603.596699 + Penalty 2683.650338 = -406919.946361
  nChanged 3
		SP:Iteration 30Q (5340.460000 sec): 3 clusters
  Score: Raw -409604.315658 + Penalty 2683.650338 = -406920.665320
  nChanged 2
		SP:Iteration 31Q (5340.470000 sec): 3 clusters
  Score: Raw -409605.151480 + Penalty 2683.650338 = -406921.501142
  nChanged 2
		SP:Iteration 32Q (5340.480000 sec): 3 clusters
  Score: Raw -409605.320527 + Penalty 2683.650338 = -406921.670189
  nChanged 1
		SP:Iteration 33Q (5340.490000 sec): 3 clusters
  Score: Raw -409605.491840 + Penalty 2683.650338 = -406921.841502
  nChanged 1
		SP:Iteration 34Q (5340.490000 sec): 3 clusters
  Score: Raw -409606.635770 + Penalty 2683.650338 = -406922.985432
  nChanged 5
		SP:Iteration 35Q (5340.510000 sec): 3 clusters
  Score: Raw -409607.860020 + Penalty 2683.650338 = -406924.209681
  nChanged 3
		SP:Iteration 36Q (5340.510000 sec): 3 clusters
  Score: Raw -409608.576154 + Penalty 2683.650338 = -406924.925816
  nChanged 1
		SP:Iteration 37Q (5340.520000 sec): 3 clusters
  Score: Raw -409608.860332 + Penalty 2683.650338 = -406925.209994
  nChanged 0
		SP:Iteration 38F (5340.530000 sec): 3 clusters
  Score: Raw -409608.860332 + Penalty 2683.650338 = -406925.209994
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5340.660000 sec): 2 clusters
  Score: Raw -4581851.873488 + Penalty 1717.338230 = -4580134.535258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5340.760000 sec): 3 clusters
  Score: Raw -4557602.307099 + Penalty 3434.676459 = -4554167.630640
  nChanged 17985
		SP:Iteration 1F (5340.870000 sec): 3 clusters
  Score: Raw -4567994.268035 + Penalty 3434.676459 = -4564559.591576
  nChanged 1950
		SP:Iteration 2F (5340.970000 sec): 3 clusters
  Score: Raw -4568749.394741 + Penalty 3434.676459 = -4565314.718282
  nChanged 1973
		SP:Iteration 3F (5341.070000 sec): 3 clusters
  Score: Raw -4569566.084815 + Penalty 3434.676459 = -4566131.408356
  nChanged 1984
		SP:Iteration 4F (5341.170000 sec): 3 clusters
  Score: Raw -4570419.399489 + Penalty 3434.676459 = -4566984.723030
  nChanged 1967
		SP:Iteration 5F (5341.280000 sec): 3 clusters
  Score: Raw -4571300.418301 + Penalty 3434.676459 = -4567865.741842
  nChanged 1914
		SP:Iteration 6Q (5341.390000 sec): 3 clusters
  Score: Raw -4572113.451381 + Penalty 3434.676459 = -4568678.774921
  nChanged 1726
		SP:Iteration 7Q (5341.490000 sec): 3 clusters
  Score: Raw -4572770.799145 + Penalty 3434.676459 = -4569336.122686
  nChanged 1537
		SP:Iteration 8Q (5341.600000 sec): 3 clusters
  Score: Raw -4573296.206365 + Penalty 3434.676459 = -4569861.529906
  nChanged 1283
		SP:Iteration 9Q (5341.700000 sec): 3 clusters
  Score: Raw -4573680.670351 + Penalty 3434.676459 = -4570245.993892
  nChanged 1044
		SP:Iteration 10Q (5341.810000 sec): 3 clusters
  Score: Raw -4573960.560962 + Penalty 3434.676459 = -4570525.884503
  nChanged 879
		SP:Iteration 11Q (5341.910000 sec): 3 clusters
  Score: Raw -4574186.083379 + Penalty 3434.676459 = -4570751.406920
  nChanged 792
		SP:Iteration 12Q (5342.020000 sec): 3 clusters
  Score: Raw -4574371.152911 + Penalty 3434.676459 = -4570936.476452
  nChanged 719
		SP:Iteration 13Q (5342.130000 sec): 3 clusters
  Score: Raw -4574573.685183 + Penalty 3434.676459 = -4571139.008724
  nChanged 722
		SP:Iteration 14Q (5342.230000 sec): 3 clusters
  Score: Raw -4574770.026858 + Penalty 3434.676459 = -4571335.350399
  nChanged 708
		SP:Iteration 15Q (5342.330000 sec): 3 clusters
  Score: Raw -4574979.757977 + Penalty 3434.676459 = -4571545.081518
  nChanged 768
		SP:Iteration 16Q (5342.440000 sec): 3 clusters
  Score: Raw -4575223.840648 + Penalty 3434.676459 = -4571789.164189
  nChanged 882
		SP:Iteration 17Q (5342.550000 sec): 3 clusters
  Score: Raw -4575534.198934 + Penalty 3434.676459 = -4572099.522475
  nChanged 979
		SP:Iteration 18Q (5342.650000 sec): 3 clusters
  Score: Raw -4575866.908110 + Penalty 3434.676459 = -4572432.231651
  nChanged 1047
		SP:Iteration 19Q (5342.750000 sec): 3 clusters
  Score: Raw -4576230.396473 + Penalty 3434.676459 = -4572795.720014
  nChanged 1081
		SP:Iteration 20F (5342.860000 sec): 3 clusters
  Score: Raw -4576630.195579 + Penalty 3434.676459 = -4573195.519120
  nChanged 1174
		SP:Iteration 21Q (5342.960000 sec): 3 clusters
  Score: Raw -4577093.345879 + Penalty 3434.676459 = -4573658.669419
  nChanged 1225
		SP:Iteration 22Q (5343.070000 sec): 3 clusters
  Score: Raw -4577607.043751 + Penalty 3434.676459 = -4574172.367292
  nChanged 1222
		SP:Iteration 23Q (5343.160000 sec): 3 clusters
  Score: Raw -4578141.640237 + Penalty 3434.676459 = -4574706.963778
  nChanged 1247
		SP:Iteration 24Q (5343.260000 sec): 3 clusters
  Score: Raw -4578694.982569 + Penalty 3434.676459 = -4575260.306110
  nChanged 1196
		SP:Iteration 25Q (5343.360000 sec): 3 clusters
  Score: Raw -4579235.134112 + Penalty 3434.676459 = -4575800.457653
  nChanged 1052
		SP:Iteration 26Q (5343.450000 sec): 3 clusters
  Score: Raw -4579710.651450 + Penalty 3434.676459 = -4576275.974991
  nChanged 934
		SP:Iteration 27Q (5343.550000 sec): 3 clusters
  Score: Raw -4580103.405876 + Penalty 3434.676459 = -4576668.729417
  nChanged 828
		SP:Iteration 28Q (5343.640000 sec): 3 clusters
  Score: Raw -4580454.666639 + Penalty 3434.676459 = -4577019.990180
  nChanged 734
		SP:Iteration 29Q (5343.730000 sec): 3 clusters
  Score: Raw -4580757.563258 + Penalty 3434.676459 = -4577322.886799
  nChanged 621
		SP:Iteration 30Q (5343.820000 sec): 3 clusters
  Score: Raw -4581006.040219 + Penalty 3434.676459 = -4577571.363760
  nChanged 535
		SP:Iteration 31Q (5343.910000 sec): 3 clusters
  Score: Raw -4581214.691684 + Penalty 3434.676459 = -4577780.015225
  nChanged 431
		SP:Iteration 32Q (5343.990000 sec): 3 clusters
  Score: Raw -4581374.490542 + Penalty 3434.676459 = -4577939.814083
  nChanged 352
		SP:Iteration 33Q (5344.070000 sec): 3 clusters
  Score: Raw -4581505.951329 + Penalty 3434.676459 = -4578071.274870
  nChanged 330
		SP:Iteration 34Q (5344.160000 sec): 3 clusters
  Score: Raw -4581638.813516 + Penalty 3434.676459 = -4578204.137057
  nChanged 251
		SP:Iteration 35Q (5344.240000 sec): 3 clusters
  Score: Raw -4581737.199526 + Penalty 3434.676459 = -4578302.523067
  nChanged 224
		SP:Iteration 36Q (5344.320000 sec): 3 clusters
  Score: Raw -4581822.043883 + Penalty 3434.676459 = -4578387.367423
  nChanged 176
		SP:Iteration 37Q (5344.400000 sec): 3 clusters
  Score: Raw -4581881.149097 + Penalty 3434.676459 = -4578446.472638
  nChanged 141
		SP:Iteration 38Q (5344.480000 sec): 3 clusters
  Score: Raw -4581929.060732 + Penalty 3434.676459 = -4578494.384273
  nChanged 115
		SP:Iteration 39Q (5344.570000 sec): 3 clusters
  Score: Raw -4581968.388189 + Penalty 3434.676459 = -4578533.711730
  nChanged 89
		SP:Iteration 40F (5344.670000 sec): 3 clusters
  Score: Raw -4581998.915207 + Penalty 3434.676459 = -4578564.238747
  nChanged 95
		SP:Iteration 41Q (5344.750000 sec): 3 clusters
  Score: Raw -4582031.320195 + Penalty 3434.676459 = -4578596.643736
  nChanged 70
		SP:Iteration 42Q (5344.830000 sec): 3 clusters
  Score: Raw -4582060.401727 + Penalty 3434.676459 = -4578625.725268
  nChanged 77
		SP:Iteration 43Q (5344.910000 sec): 3 clusters
  Score: Raw -4582088.435737 + Penalty 3434.676459 = -4578653.759278
  nChanged 70
		SP:Iteration 44Q (5344.980000 sec): 3 clusters
  Score: Raw -4582114.089328 + Penalty 3434.676459 = -4578679.412869
  nChanged 52
		SP:Iteration 45Q (5345.060000 sec): 3 clusters
  Score: Raw -4582131.596063 + Penalty 3434.676459 = -4578696.919604
  nChanged 56
		SP:Iteration 46Q (5345.140000 sec): 3 clusters
  Score: Raw -4582153.677928 + Penalty 3434.676459 = -4578719.001469
  nChanged 45
		SP:Iteration 47Q (5345.210000 sec): 3 clusters
  Score: Raw -4582169.847855 + Penalty 3434.676459 = -4578735.171396
  nChanged 40
		SP:Iteration 48Q (5345.290000 sec): 3 clusters
  Score: Raw -4582183.004403 + Penalty 3434.676459 = -4578748.327944
  nChanged 35
		SP:Iteration 49Q (5345.370000 sec): 3 clusters
  Score: Raw -4582194.529127 + Penalty 3434.676459 = -4578759.852667
  nChanged 27
		SP:Iteration 50Q (5345.450000 sec): 3 clusters
  Score: Raw -4582203.526942 + Penalty 3434.676459 = -4578768.850483
  nChanged 31
		SP:Iteration 51Q (5345.530000 sec): 3 clusters
  Score: Raw -4582214.273820 + Penalty 3434.676459 = -4578779.597361
  nChanged 27
		SP:Iteration 52Q (5345.600000 sec): 3 clusters
  Score: Raw -4582222.926913 + Penalty 3434.676459 = -4578788.250454
  nChanged 25
		SP:Iteration 53Q (5345.680000 sec): 3 clusters
  Score: Raw -4582232.328616 + Penalty 3434.676459 = -4578797.652157
  nChanged 24
		SP:Iteration 54Q (5345.750000 sec): 3 clusters
  Score: Raw -4582241.360684 + Penalty 3434.676459 = -4578806.684225
  nChanged 24
		SP:Iteration 55Q (5345.830000 sec): 3 clusters
  Score: Raw -4582249.339524 + Penalty 3434.676459 = -4578814.663065
  nChanged 19
		SP:Iteration 56Q (5345.910000 sec): 3 clusters
  Score: Raw -4582254.912197 + Penalty 3434.676459 = -4578820.235738
  nChanged 15
		SP:Iteration 57Q (5345.980000 sec): 3 clusters
  Score: Raw -4582261.195313 + Penalty 3434.676459 = -4578826.518854
  nChanged 20
		SP:Iteration 58Q (5346.060000 sec): 3 clusters
  Score: Raw -4582269.121578 + Penalty 3434.676459 = -4578834.445119
  nChanged 18
		SP:Iteration 59Q (5346.130000 sec): 3 clusters
  Score: Raw -4582276.331791 + Penalty 3434.676459 = -4578841.655332
  nChanged 13
		SP:Iteration 60F (5346.230000 sec): 3 clusters
  Score: Raw -4582282.040579 + Penalty 3434.676459 = -4578847.364120
  nChanged 18
		SP:Iteration 61Q (5346.310000 sec): 3 clusters
  Score: Raw -4582288.910389 + Penalty 3434.676459 = -4578854.233930
  nChanged 11
		SP:Iteration 62Q (5346.390000 sec): 3 clusters
  Score: Raw -4582291.972081 + Penalty 3434.676459 = -4578857.295622
  nChanged 8
		SP:Iteration 63Q (5346.460000 sec): 3 clusters
  Score: Raw -4582294.372843 + Penalty 3434.676459 = -4578859.696384
  nChanged 5
		SP:Iteration 64Q (5346.540000 sec): 3 clusters
  Score: Raw -4582296.194894 + Penalty 3434.676459 = -4578861.518435
  nChanged 3
		SP:Iteration 65Q (5346.610000 sec): 3 clusters
  Score: Raw -4582297.057063 + Penalty 3434.676459 = -4578862.380604
  nChanged 3
		SP:Iteration 66Q (5346.690000 sec): 3 clusters
  Score: Raw -4582297.934702 + Penalty 3434.676459 = -4578863.258243
  nChanged 2
		SP:Iteration 67Q (5346.760000 sec): 3 clusters
  Score: Raw -4582298.393242 + Penalty 3434.676459 = -4578863.716783
  nChanged 0
		SP:Iteration 68F (5346.870000 sec): 3 clusters
  Score: Raw -4582298.393242 + Penalty 3434.676459 = -4578863.716783
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (15147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5346.920000 sec): 2 clusters
  Score: Raw -1639664.028602 + Penalty 1564.153138 = -1638099.875464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5346.960000 sec): 3 clusters
  Score: Raw -1630746.488597 + Penalty 3128.306276 = -1627618.182321
  nChanged 6799
		SP:Iteration 1F (5347.000000 sec): 3 clusters
  Score: Raw -1634825.884964 + Penalty 3128.306276 = -1631697.578689
  nChanged 1042
		SP:Iteration 2F (5347.040000 sec): 3 clusters
  Score: Raw -1635404.541780 + Penalty 3128.306276 = -1632276.235505
  nChanged 948
		SP:Iteration 3F (5347.080000 sec): 3 clusters
  Score: Raw -1635962.972134 + Penalty 3128.306276 = -1632834.665858
  nChanged 872
		SP:Iteration 4F (5347.120000 sec): 3 clusters
  Score: Raw -1636486.471340 + Penalty 3128.306276 = -1633358.165064
  nChanged 783
		SP:Iteration 5F (5347.160000 sec): 3 clusters
  Score: Raw -1636943.795240 + Penalty 3128.306276 = -1633815.488964
  nChanged 682
		SP:Iteration 6Q (5347.200000 sec): 3 clusters
  Score: Raw -1637339.607082 + Penalty 3128.306276 = -1634211.300806
  nChanged 615
		SP:Iteration 7Q (5347.240000 sec): 3 clusters
  Score: Raw -1637684.578114 + Penalty 3128.306276 = -1634556.271838
  nChanged 555
		SP:Iteration 8Q (5347.280000 sec): 3 clusters
  Score: Raw -1637995.443200 + Penalty 3128.306276 = -1634867.136925
  nChanged 472
		SP:Iteration 9Q (5347.320000 sec): 3 clusters
  Score: Raw -1638240.286638 + Penalty 3128.306276 = -1635111.980362
  nChanged 407
		SP:Iteration 10Q (5347.360000 sec): 3 clusters
  Score: Raw -1638435.070483 + Penalty 3128.306276 = -1635306.764207
  nChanged 343
		SP:Iteration 11Q (5347.400000 sec): 3 clusters
  Score: Raw -1638583.612919 + Penalty 3128.306276 = -1635455.306643
  nChanged 290
		SP:Iteration 12Q (5347.440000 sec): 3 clusters
  Score: Raw -1638713.294608 + Penalty 3128.306276 = -1635584.988332
  nChanged 282
		SP:Iteration 13Q (5347.480000 sec): 3 clusters
  Score: Raw -1638852.241230 + Penalty 3128.306276 = -1635723.934954
  nChanged 276
		SP:Iteration 14Q (5347.520000 sec): 3 clusters
  Score: Raw -1638991.963143 + Penalty 3128.306276 = -1635863.656867
  nChanged 274
		SP:Iteration 15Q (5347.550000 sec): 3 clusters
  Score: Raw -1639134.596573 + Penalty 3128.306276 = -1636006.290297
  nChanged 266
		SP:Iteration 16Q (5347.590000 sec): 3 clusters
  Score: Raw -1639287.554095 + Penalty 3128.306276 = -1636159.247820
  nChanged 261
		SP:Iteration 17Q (5347.630000 sec): 3 clusters
  Score: Raw -1639434.297380 + Penalty 3128.306276 = -1636305.991104
  nChanged 224
		SP:Iteration 18Q (5347.670000 sec): 3 clusters
  Score: Raw -1639561.230711 + Penalty 3128.306276 = -1636432.924435
  nChanged 205
		SP:Iteration 19Q (5347.700000 sec): 3 clusters
  Score: Raw -1639675.646328 + Penalty 3128.306276 = -1636547.340052
  nChanged 187
		SP:Iteration 20F (5347.740000 sec): 3 clusters
  Score: Raw -1639769.875399 + Penalty 3128.306276 = -1636641.569123
  nChanged 164
		SP:Iteration 21Q (5347.780000 sec): 3 clusters
  Score: Raw -1639866.002140 + Penalty 3128.306276 = -1636737.695864
  nChanged 147
		SP:Iteration 22Q (5347.810000 sec): 3 clusters
  Score: Raw -1639966.865043 + Penalty 3128.306276 = -1636838.558767
  nChanged 173
		SP:Iteration 23Q (5347.850000 sec): 3 clusters
  Score: Raw -1640074.601863 + Penalty 3128.306276 = -1636946.295587
  nChanged 177
		SP:Iteration 24Q (5347.880000 sec): 3 clusters
  Score: Raw -1640183.633009 + Penalty 3128.306276 = -1637055.326734
  nChanged 135
		SP:Iteration 25Q (5347.910000 sec): 3 clusters
  Score: Raw -1640256.167928 + Penalty 3128.306276 = -1637127.861652
  nChanged 122
		SP:Iteration 26Q (5347.950000 sec): 3 clusters
  Score: Raw -1640317.744712 + Penalty 3128.306276 = -1637189.438436
  nChanged 101
		SP:Iteration 27Q (5347.980000 sec): 3 clusters
  Score: Raw -1640371.380208 + Penalty 3128.306276 = -1637243.073932
  nChanged 89
		SP:Iteration 28Q (5348.010000 sec): 3 clusters
  Score: Raw -1640417.618516 + Penalty 3128.306276 = -1637289.312240
  nChanged 84
		SP:Iteration 29Q (5348.050000 sec): 3 clusters
  Score: Raw -1640452.116969 + Penalty 3128.306276 = -1637323.810694
  nChanged 60
		SP:Iteration 30Q (5348.080000 sec): 3 clusters
  Score: Raw -1640480.055441 + Penalty 3128.306276 = -1637351.749166
  nChanged 41
		SP:Iteration 31Q (5348.110000 sec): 3 clusters
  Score: Raw -1640497.479337 + Penalty 3128.306276 = -1637369.173061
  nChanged 32
		SP:Iteration 32Q (5348.150000 sec): 3 clusters
  Score: Raw -1640506.239060 + Penalty 3128.306276 = -1637377.932784
  nChanged 20
		SP:Iteration 33Q (5348.180000 sec): 3 clusters
  Score: Raw -1640510.018379 + Penalty 3128.306276 = -1637381.712103
  nChanged 10
		SP:Iteration 34Q (5348.210000 sec): 3 clusters
  Score: Raw -1640512.710413 + Penalty 3128.306276 = -1637384.404137
  nChanged 9
		SP:Iteration 35Q (5348.240000 sec): 3 clusters
  Score: Raw -1640515.246262 + Penalty 3128.306276 = -1637386.939986
  nChanged 11
		SP:Iteration 36Q (5348.270000 sec): 3 clusters
  Score: Raw -1640517.826076 + Penalty 3128.306276 = -1637389.519800
  nChanged 8
		SP:Iteration 37Q (5348.300000 sec): 3 clusters
  Score: Raw -1640519.863988 + Penalty 3128.306276 = -1637391.557713
  nChanged 10
		SP:Iteration 38Q (5348.330000 sec): 3 clusters
  Score: Raw -1640522.330448 + Penalty 3128.306276 = -1637394.024172
  nChanged 7
		SP:Iteration 39Q (5348.360000 sec): 3 clusters
  Score: Raw -1640523.518212 + Penalty 3128.306276 = -1637395.211936
  nChanged 4
		SP:Iteration 40F (5348.400000 sec): 3 clusters
  Score: Raw -1640524.581482 + Penalty 3128.306276 = -1637396.275206
  nChanged 7
		SP:Iteration 41Q (5348.430000 sec): 3 clusters
  Score: Raw -1640526.171165 + Penalty 3128.306276 = -1637397.864890
  nChanged 9
		SP:Iteration 42Q (5348.460000 sec): 3 clusters
  Score: Raw -1640527.780594 + Penalty 3128.306276 = -1637399.474319
  nChanged 4
		SP:Iteration 43Q (5348.490000 sec): 3 clusters
  Score: Raw -1640528.985577 + Penalty 3128.306276 = -1637400.679301
  nChanged 3
		SP:Iteration 44Q (5348.520000 sec): 3 clusters
  Score: Raw -1640529.608479 + Penalty 3128.306276 = -1637401.302203
  nChanged 2
		SP:Iteration 45Q (5348.550000 sec): 3 clusters
  Score: Raw -1640530.565952 + Penalty 3128.306276 = -1637402.259676
  nChanged 7
		SP:Iteration 46Q (5348.580000 sec): 3 clusters
  Score: Raw -1640532.190016 + Penalty 3128.306276 = -1637403.883740
  nChanged 6
		SP:Iteration 47Q (5348.610000 sec): 3 clusters
  Score: Raw -1640533.913604 + Penalty 3128.306276 = -1637405.607329
  nChanged 5
		SP:Iteration 48Q (5348.650000 sec): 3 clusters
  Score: Raw -1640535.768005 + Penalty 3128.306276 = -1637407.461729
  nChanged 1
		SP:Iteration 49Q (5348.670000 sec): 3 clusters
  Score: Raw -1640535.891796 + Penalty 3128.306276 = -1637407.585520
  nChanged 4
		SP:Iteration 50Q (5348.710000 sec): 3 clusters
  Score: Raw -1640537.054157 + Penalty 3128.306276 = -1637408.747882
  nChanged 8
		SP:Iteration 51Q (5348.740000 sec): 3 clusters
  Score: Raw -1640539.638294 + Penalty 3128.306276 = -1637411.332019
  nChanged 7
		SP:Iteration 52Q (5348.770000 sec): 3 clusters
  Score: Raw -1640542.141973 + Penalty 3128.306276 = -1637413.835697
  nChanged 5
		SP:Iteration 53Q (5348.800000 sec): 3 clusters
  Score: Raw -1640543.015909 + Penalty 3128.306276 = -1637414.709633
  nChanged 4
		SP:Iteration 54Q (5348.830000 sec): 3 clusters
  Score: Raw -1640543.746884 + Penalty 3128.306276 = -1637415.440608
  nChanged 3
		SP:Iteration 55Q (5348.860000 sec): 3 clusters
  Score: Raw -1640544.269719 + Penalty 3128.306276 = -1637415.963444
  nChanged 2
		SP:Iteration 56Q (5348.890000 sec): 3 clusters
  Score: Raw -1640544.686519 + Penalty 3128.306276 = -1637416.380243
  nChanged 1
		SP:Iteration 57Q (5348.920000 sec): 3 clusters
  Score: Raw -1640545.112882 + Penalty 3128.306276 = -1637416.806606
  nChanged 4
		SP:Iteration 58Q (5348.950000 sec): 3 clusters
  Score: Raw -1640546.111931 + Penalty 3128.306276 = -1637417.805655
  nChanged 3
		SP:Iteration 59Q (5348.980000 sec): 3 clusters
  Score: Raw -1640546.735936 + Penalty 3128.306276 = -1637418.429660
  nChanged 3
		SP:Iteration 60F (5349.020000 sec): 3 clusters
  Score: Raw -1640547.035460 + Penalty 3128.306276 = -1637418.729184
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5349.040000 sec): 2 clusters
  Score: Raw -150689.586392 + Penalty 1169.583245 = -149520.003147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5349.040000 sec): 3 clusters
  Score: Raw -150210.844376 + Penalty 2339.166490 = -147871.677886
  nChanged 426
		SP:Iteration 1F (5349.050000 sec): 3 clusters
  Score: Raw -150608.630133 + Penalty 2339.166490 = -148269.463643
  nChanged 128
		SP:Iteration 2F (5349.050000 sec): 3 clusters
  Score: Raw -150838.966310 + Penalty 2339.166490 = -148499.799820
  nChanged 93
		SP:Iteration 3F (5349.050000 sec): 3 clusters
  Score: Raw -150985.475206 + Penalty 2339.166490 = -148646.308716
  nChanged 71
		SP:Iteration 4F (5349.050000 sec): 3 clusters
  Score: Raw -151073.813547 + Penalty 2339.166490 = -148734.647057
  nChanged 55
		SP:Iteration 5Q (5349.060000 sec): 3 clusters
  Score: Raw -151144.326014 + Penalty 2339.166490 = -148805.159524
  nChanged 47
		SP:Iteration 6Q (5349.060000 sec): 3 clusters
  Score: Raw -151211.618318 + Penalty 2339.166490 = -148872.451828
  nChanged 36
		SP:Iteration 7Q (5349.070000 sec): 3 clusters
  Score: Raw -151257.392784 + Penalty 2339.166490 = -148918.226294
  nChanged 32
		SP:Iteration 8Q (5349.070000 sec): 3 clusters
  Score: Raw -151306.314777 + Penalty 2339.166490 = -148967.148287
  nChanged 24
		SP:Iteration 9Q (5349.070000 sec): 3 clusters
  Score: Raw -151335.131144 + Penalty 2339.166490 = -148995.964654
  nChanged 16
		SP:Iteration 10Q (5349.070000 sec): 3 clusters
  Score: Raw -151357.885615 + Penalty 2339.166490 = -149018.719125
  nChanged 15
		SP:Iteration 11Q (5349.080000 sec): 3 clusters
  Score: Raw -151375.119404 + Penalty 2339.166490 = -149035.952914
  nChanged 11
		SP:Iteration 12Q (5349.080000 sec): 3 clusters
  Score: Raw -151397.253527 + Penalty 2339.166490 = -149058.087037
  nChanged 12
		SP:Iteration 13Q (5349.080000 sec): 3 clusters
  Score: Raw -151416.883326 + Penalty 2339.166490 = -149077.716836
  nChanged 13
		SP:Iteration 14Q (5349.090000 sec): 3 clusters
  Score: Raw -151429.709759 + Penalty 2339.166490 = -149090.543269
  nChanged 11
		SP:Iteration 15Q (5349.090000 sec): 3 clusters
  Score: Raw -151439.776243 + Penalty 2339.166490 = -149100.609753
  nChanged 7
		SP:Iteration 16Q (5349.090000 sec): 3 clusters
  Score: Raw -151451.812030 + Penalty 2339.166490 = -149112.645540
  nChanged 9
		SP:Iteration 17Q (5349.090000 sec): 3 clusters
  Score: Raw -151469.099303 + Penalty 2339.166490 = -149129.932813
  nChanged 9
		SP:Iteration 18Q (5349.090000 sec): 3 clusters
  Score: Raw -151484.782476 + Penalty 2339.166490 = -149145.615986
  nChanged 7
		SP:Iteration 19Q (5349.100000 sec): 3 clusters
  Score: Raw -151492.783835 + Penalty 2339.166490 = -149153.617345
  nChanged 2
		SP:Iteration 20F (5349.100000 sec): 3 clusters
  Score: Raw -151494.903773 + Penalty 2339.166490 = -149155.737282
  nChanged 3
		SP:Iteration 21Q (5349.110000 sec): 3 clusters
  Score: Raw -151500.132278 + Penalty 2339.166490 = -149160.965788
  nChanged 5
		SP:Iteration 22Q (5349.110000 sec): 3 clusters
  Score: Raw -151504.754089 + Penalty 2339.166490 = -149165.587598
  nChanged 6
		SP:Iteration 23Q (5349.110000 sec): 3 clusters
  Score: Raw -151511.508416 + Penalty 2339.166490 = -149172.341926
  nChanged 3
		SP:Iteration 24Q (5349.110000 sec): 3 clusters
  Score: Raw -151515.660667 + Penalty 2339.166490 = -149176.494176
  nChanged 4
		SP:Iteration 25Q (5349.110000 sec): 3 clusters
  Score: Raw -151521.588696 + Penalty 2339.166490 = -149182.422206
  nChanged 4
		SP:Iteration 26Q (5349.120000 sec): 3 clusters
  Score: Raw -151526.468284 + Penalty 2339.166490 = -149187.301794
  nChanged 4
		SP:Iteration 27Q (5349.120000 sec): 3 clusters
  Score: Raw -151529.878926 + Penalty 2339.166490 = -149190.712436
  nChanged 4
		SP:Iteration 28Q (5349.120000 sec): 3 clusters
  Score: Raw -151533.798838 + Penalty 2339.166490 = -149194.632348
  nChanged 1
		SP:Iteration 29Q (5349.130000 sec): 3 clusters
  Score: Raw -151534.586638 + Penalty 2339.166490 = -149195.420148
  nChanged 0
		SP:Iteration 30F (5349.130000 sec): 3 clusters
  Score: Raw -151535.456314 + Penalty 2339.166490 = -149196.289824
  nChanged 1
		SP:Iteration 31Q (5349.130000 sec): 3 clusters
  Score: Raw -151538.333757 + Penalty 2339.166490 = -149199.167267
  nChanged 4
		SP:Iteration 32Q (5349.130000 sec): 3 clusters
  Score: Raw -151549.212545 + Penalty 2339.166490 = -149210.046055
  nChanged 6
		SP:Iteration 33Q (5349.140000 sec): 3 clusters
  Score: Raw -151567.010647 + Penalty 2339.166490 = -149227.844156
  nChanged 6
		SP:Iteration 34Q (5349.140000 sec): 3 clusters
  Score: Raw -151578.584318 + Penalty 2339.166490 = -149239.417828
  nChanged 5
		SP:Iteration 35Q (5349.140000 sec): 3 clusters
  Score: Raw -151584.424140 + Penalty 2339.166490 = -149245.257650
  nChanged 5
		SP:Iteration 36Q (5349.140000 sec): 3 clusters
  Score: Raw -151590.195110 + Penalty 2339.166490 = -149251.028620
  nChanged 2
		SP:Iteration 37Q (5349.150000 sec): 3 clusters
  Score: Raw -151594.458297 + Penalty 2339.166490 = -149255.291807
  nChanged 4
		SP:Iteration 38Q (5349.150000 sec): 3 clusters
  Score: Raw -151610.385570 + Penalty 2339.166490 = -149271.219080
  nChanged 5
		SP:Iteration 39Q (5349.150000 sec): 3 clusters
  Score: Raw -151622.565321 + Penalty 2339.166490 = -149283.398831
  nChanged 4
		SP:Iteration 40F (5349.150000 sec): 3 clusters
  Score: Raw -151626.674369 + Penalty 2339.166490 = -149287.507879
  nChanged 2
		SP:Iteration 41Q (5349.160000 sec): 3 clusters
  Score: Raw -151631.601601 + Penalty 2339.166490 = -149292.435111
  nChanged 4
		SP:Iteration 42Q (5349.160000 sec): 3 clusters
  Score: Raw -151634.450990 + Penalty 2339.166490 = -149295.284500
  nChanged 2
		SP:Iteration 43Q (5349.160000 sec): 3 clusters
  Score: Raw -151636.003509 + Penalty 2339.166490 = -149296.837019
  nChanged 2
		SP:Iteration 44Q (5349.170000 sec): 3 clusters
  Score: Raw -151639.435668 + Penalty 2339.166490 = -149300.269178
  nChanged 0
		SP:Iteration 45F (5349.170000 sec): 3 clusters
  Score: Raw -151639.435668 + Penalty 2339.166490 = -149300.269178
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (320912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5350.150000 sec): 2 clusters
  Score: Raw -37202231.551484 + Penalty 2060.324861 = -37200171.226623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5351.030000 sec): 3 clusters
  Score: Raw -36987655.290681 + Penalty 4120.649722 = -36983534.640959
  nChanged 156556
		SP:Iteration 1F (5351.890000 sec): 3 clusters
  Score: Raw -37082823.680590 + Penalty 4120.649722 = -37078703.030868
  nChanged 11666
		SP:Iteration 2Q (5352.770000 sec): 3 clusters
  Score: Raw -37086363.784334 + Penalty 4120.649722 = -37082243.134612
  nChanged 14279
		SP:Iteration 3Q (5353.650000 sec): 3 clusters
  Score: Raw -37092053.483154 + Penalty 4120.649722 = -37087932.833432
  nChanged 18070
		SP:Iteration 4F (5354.520000 sec): 3 clusters
  Score: Raw -37101598.852196 + Penalty 4120.649722 = -37097478.202475
  nChanged 22571
		SP:Iteration 5F (5355.370000 sec): 3 clusters
  Score: Raw -37116712.698759 + Penalty 4120.649722 = -37112592.049037
  nChanged 26009
		SP:Iteration 6F (5356.230000 sec): 3 clusters
  Score: Raw -37137765.998599 + Penalty 4120.649722 = -37133645.348877
  nChanged 25577
		SP:Iteration 7F (5357.080000 sec): 3 clusters
  Score: Raw -37161276.918914 + Penalty 4120.649722 = -37157156.269192
  nChanged 20061
		SP:Iteration 8F (5357.930000 sec): 3 clusters
  Score: Raw -37180736.790692 + Penalty 4120.649722 = -37176616.140970
  nChanged 12233
		SP:Iteration 9Q (5358.740000 sec): 3 clusters
  Score: Raw -37192741.666255 + Penalty 4120.649722 = -37188621.016533
  nChanged 5801
		SP:Iteration 10Q (5359.480000 sec): 3 clusters
  Score: Raw -37198947.844119 + Penalty 4120.649722 = -37194827.194397
  nChanged 2440
		SP:Iteration 11Q (5360.140000 sec): 3 clusters
  Score: Raw -37201770.820520 + Penalty 4120.649722 = -37197650.170799
  nChanged 1355
		SP:Iteration 12Q (5360.760000 sec): 3 clusters
  Score: Raw -37202622.229556 + Penalty 4120.649722 = -37198501.579834
  nChanged 811
		SP:Iteration 13Q (5361.380000 sec): 3 clusters
  Score: Raw -37202943.673114 + Penalty 4120.649722 = -37198823.023392
  nChanged 546
		SP:Iteration 14Q (5361.990000 sec): 3 clusters
  Score: Raw -37203094.414988 + Penalty 4120.649722 = -37198973.765266
  nChanged 365
		SP:Iteration 15Q (5362.600000 sec): 3 clusters
  Score: Raw -37203174.965705 + Penalty 4120.649722 = -37199054.315983
  nChanged 254
		SP:Iteration 16Q (5363.210000 sec): 3 clusters
  Score: Raw -37203227.960561 + Penalty 4120.649722 = -37199107.310839
  nChanged 213
		SP:Iteration 17Q (5363.810000 sec): 3 clusters
  Score: Raw -37203264.624945 + Penalty 4120.649722 = -37199143.975223
  nChanged 171
		SP:Iteration 18Q (5364.420000 sec): 3 clusters
  Score: Raw -37203293.395154 + Penalty 4120.649722 = -37199172.745432
  nChanged 125
		SP:Iteration 19Q (5365.020000 sec): 3 clusters
  Score: Raw -37203311.635726 + Penalty 4120.649722 = -37199190.986004
  nChanged 101
		SP:Iteration 20F (5365.860000 sec): 3 clusters
  Score: Raw -37203324.068618 + Penalty 4120.649722 = -37199203.418896
  nChanged 89
		SP:Iteration 21Q (5366.470000 sec): 3 clusters
  Score: Raw -37203336.873006 + Penalty 4120.649722 = -37199216.223284
  nChanged 89
		SP:Iteration 22Q (5367.070000 sec): 3 clusters
  Score: Raw -37203348.695095 + Penalty 4120.649722 = -37199228.045373
  nChanged 66
		SP:Iteration 23Q (5367.680000 sec): 3 clusters
  Score: Raw -37203355.250256 + Penalty 4120.649722 = -37199234.600534
  nChanged 42
		SP:Iteration 24Q (5368.280000 sec): 3 clusters
  Score: Raw -37203359.383504 + Penalty 4120.649722 = -37199238.733782
  nChanged 41
		SP:Iteration 25Q (5368.880000 sec): 3 clusters
  Score: Raw -37203363.704034 + Penalty 4120.649722 = -37199243.054312
  nChanged 44
		SP:Iteration 26Q (5369.480000 sec): 3 clusters
  Score: Raw -37203367.980084 + Penalty 4120.649722 = -37199247.330362
  nChanged 42
		SP:Iteration 27Q (5370.090000 sec): 3 clusters
  Score: Raw -37203372.131475 + Penalty 4120.649722 = -37199251.481753
  nChanged 27
		SP:Iteration 28Q (5370.700000 sec): 3 clusters
  Score: Raw -37203374.554865 + Penalty 4120.649722 = -37199253.905143
  nChanged 31
		SP:Iteration 29Q (5371.300000 sec): 3 clusters
  Score: Raw -37203377.163362 + Penalty 4120.649722 = -37199256.513640
  nChanged 26
		SP:Iteration 30Q (5371.900000 sec): 3 clusters
  Score: Raw -37203379.780604 + Penalty 4120.649722 = -37199259.130882
  nChanged 24
		SP:Iteration 31Q (5372.500000 sec): 3 clusters
  Score: Raw -37203382.217473 + Penalty 4120.649722 = -37199261.567751
  nChanged 26
		SP:Iteration 32Q (5373.110000 sec): 3 clusters
  Score: Raw -37203384.736696 + Penalty 4120.649722 = -37199264.086974
  nChanged 25
		SP:Iteration 33Q (5373.710000 sec): 3 clusters
  Score: Raw -37203387.033075 + Penalty 4120.649722 = -37199266.383353
  nChanged 24
		SP:Iteration 34Q (5374.330000 sec): 3 clusters
  Score: Raw -37203388.842591 + Penalty 4120.649722 = -37199268.192869
  nChanged 21
		SP:Iteration 35Q (5374.930000 sec): 3 clusters
  Score: Raw -37203390.422786 + Penalty 4120.649722 = -37199269.773064
  nChanged 23
		SP:Iteration 36Q (5375.530000 sec): 3 clusters
  Score: Raw -37203392.729301 + Penalty 4120.649722 = -37199272.079580
  nChanged 22
		SP:Iteration 37Q (5376.140000 sec): 3 clusters
  Score: Raw -37203394.333062 + Penalty 4120.649722 = -37199273.683340
  nChanged 21
		SP:Iteration 38Q (5376.740000 sec): 3 clusters
  Score: Raw -37203395.694915 + Penalty 4120.649722 = -37199275.045193
  nChanged 17
		SP:Iteration 39Q (5377.340000 sec): 3 clusters
  Score: Raw -37203397.152640 + Penalty 4120.649722 = -37199276.502918
  nChanged 27
		SP:Iteration 40F (5378.180000 sec): 3 clusters
  Score: Raw -37203399.733893 + Penalty 4120.649722 = -37199279.084171
  nChanged 21
		SP:Iteration 41Q (5378.790000 sec): 3 clusters
  Score: Raw -37203401.616547 + Penalty 4120.649722 = -37199280.966825
  nChanged 22
		SP:Iteration 42Q (5379.390000 sec): 3 clusters
  Score: Raw -37203403.465345 + Penalty 4120.649722 = -37199282.815623
  nChanged 18
		SP:Iteration 43Q (5379.980000 sec): 3 clusters
  Score: Raw -37203404.915251 + Penalty 4120.649722 = -37199284.265529
  nChanged 12
		SP:Iteration 44Q (5380.580000 sec): 3 clusters
  Score: Raw -37203405.747837 + Penalty 4120.649722 = -37199285.098115
  nChanged 9
		SP:Iteration 45Q (5381.180000 sec): 3 clusters
  Score: Raw -37203406.314665 + Penalty 4120.649722 = -37199285.664943
  nChanged 12
		SP:Iteration 46Q (5381.790000 sec): 3 clusters
  Score: Raw -37203407.197696 + Penalty 4120.649722 = -37199286.547975
  nChanged 14
		SP:Iteration 47Q (5382.400000 sec): 3 clusters
  Score: Raw -37203408.339801 + Penalty 4120.649722 = -37199287.690079
  nChanged 16
		SP:Iteration 48Q (5383.010000 sec): 3 clusters
  Score: Raw -37203409.181274 + Penalty 4120.649722 = -37199288.531552
  nChanged 9
		SP:Iteration 49Q (5383.610000 sec): 3 clusters
  Score: Raw -37203410.011781 + Penalty 4120.649722 = -37199289.362059
  nChanged 13
		SP:Iteration 50Q (5384.220000 sec): 3 clusters
  Score: Raw -37203411.271472 + Penalty 4120.649722 = -37199290.621751
  nChanged 20
		SP:Iteration 51Q (5384.830000 sec): 3 clusters
  Score: Raw -37203413.446886 + Penalty 4120.649722 = -37199292.797164
  nChanged 21
		SP:Iteration 52Q (5385.430000 sec): 3 clusters
  Score: Raw -37203415.199473 + Penalty 4120.649722 = -37199294.549751
  nChanged 18
		SP:Iteration 53Q (5386.050000 sec): 3 clusters
  Score: Raw -37203416.808533 + Penalty 4120.649722 = -37199296.158811
  nChanged 14
		SP:Iteration 54Q (5386.650000 sec): 3 clusters
  Score: Raw -37203417.855951 + Penalty 4120.649722 = -37199297.206229
  nChanged 19
		SP:Iteration 55Q (5387.250000 sec): 3 clusters
  Score: Raw -37203419.232615 + Penalty 4120.649722 = -37199298.582893
  nChanged 11
		SP:Iteration 56Q (5387.870000 sec): 3 clusters
  Score: Raw -37203419.841631 + Penalty 4120.649722 = -37199299.191909
  nChanged 7
		SP:Iteration 57Q (5388.470000 sec): 3 clusters
  Score: Raw -37203420.211639 + Penalty 4120.649722 = -37199299.561917
  nChanged 10
		SP:Iteration 58Q (5389.080000 sec): 3 clusters
  Score: Raw -37203420.982177 + Penalty 4120.649722 = -37199300.332455
  nChanged 13
		SP:Iteration 59Q (5389.690000 sec): 3 clusters
  Score: Raw -37203421.931213 + Penalty 4120.649722 = -37199301.281491
  nChanged 8
		SP:Iteration 60F (5390.530000 sec): 3 clusters
  Score: Raw -37203422.502717 + Penalty 4120.649722 = -37199301.852995
  nChanged 7
		SP:Iteration 61Q (5391.130000 sec): 3 clusters
  Score: Raw -37203423.072876 + Penalty 4120.649722 = -37199302.423154
  nChanged 5
		SP:Iteration 62Q (5391.740000 sec): 3 clusters
  Score: Raw -37203423.411706 + Penalty 4120.649722 = -37199302.761984
  nChanged 5
		SP:Iteration 63Q (5392.350000 sec): 3 clusters
  Score: Raw -37203423.771520 + Penalty 4120.649722 = -37199303.121798
  nChanged 3
		SP:Iteration 64Q (5392.950000 sec): 3 clusters
  Score: Raw -37203423.992162 + Penalty 4120.649722 = -37199303.342440
  nChanged 6
		SP:Iteration 65Q (5393.560000 sec): 3 clusters
  Score: Raw -37203424.605595 + Penalty 4120.649722 = -37199303.955873
  nChanged 5
		SP:Iteration 66Q (5394.180000 sec): 3 clusters
  Score: Raw -37203425.090076 + Penalty 4120.649722 = -37199304.440354
  nChanged 6
		SP:Iteration 67Q (5394.790000 sec): 3 clusters
  Score: Raw -37203425.499057 + Penalty 4120.649722 = -37199304.849335
  nChanged 2
		SP:Iteration 68Q (5395.400000 sec): 3 clusters
  Score: Raw -37203425.603673 + Penalty 4120.649722 = -37199304.953952
  nChanged 3
		SP:Iteration 69Q (5396.010000 sec): 3 clusters
  Score: Raw -37203425.860309 + Penalty 4120.649722 = -37199305.210587
  nChanged 5
		SP:Iteration 70Q (5396.620000 sec): 3 clusters
  Score: Raw -37203426.126913 + Penalty 4120.649722 = -37199305.477191
  nChanged 4
		SP:Iteration 71Q (5397.230000 sec): 3 clusters
  Score: Raw -37203426.329996 + Penalty 4120.649722 = -37199305.680274
  nChanged 2
		SP:Iteration 72Q (5397.830000 sec): 3 clusters
  Score: Raw -37203426.504908 + Penalty 4120.649722 = -37199305.855186
  nChanged 1
		SP:Iteration 73Q (5398.440000 sec): 3 clusters
  Score: Raw -37203426.632784 + Penalty 4120.649722 = -37199305.983062
  nChanged 3
		SP:Iteration 74Q (5399.050000 sec): 3 clusters
  Score: Raw -37203426.966130 + Penalty 4120.649722 = -37199306.316408
  nChanged 3
		SP:Iteration 75Q (5399.650000 sec): 3 clusters
  Score: Raw -37203427.140246 + Penalty 4120.649722 = -37199306.490524
  nChanged 1
		SP:Iteration 76Q (5400.260000 sec): 3 clusters
  Score: Raw -37203427.240132 + Penalty 4120.649722 = -37199306.590410
  nChanged 2
		SP:Iteration 77Q (5400.860000 sec): 3 clusters
  Score: Raw -37203427.415916 + Penalty 4120.649722 = -37199306.766194
  nChanged 3
		SP:Iteration 78Q (5401.480000 sec): 3 clusters
  Score: Raw -37203427.632910 + Penalty 4120.649722 = -37199306.983188
  nChanged 2
		SP:Iteration 79Q (5402.080000 sec): 3 clusters
  Score: Raw -37203427.729213 + Penalty 4120.649722 = -37199307.079492
  nChanged 4
		SP:Iteration 80F (5402.930000 sec): 3 clusters
  Score: Raw -37203427.933961 + Penalty 4120.649722 = -37199307.284239
  nChanged 3
		SP:Iteration 81Q (5403.530000 sec): 3 clusters
  Score: Raw -37203428.082392 + Penalty 4120.649722 = -37199307.432670
  nChanged 2
		SP:Iteration 82Q (5404.140000 sec): 3 clusters
  Score: Raw -37203428.183402 + Penalty 4120.649722 = -37199307.533680
  nChanged 2
		SP:Iteration 83Q (5404.740000 sec): 3 clusters
  Score: Raw -37203428.340266 + Penalty 4120.649722 = -37199307.690544
  nChanged 2
		SP:Iteration 84Q (5405.340000 sec): 3 clusters
  Score: Raw -37203428.450468 + Penalty 4120.649722 = -37199307.800746
  nChanged 0
		SP:Iteration 85F (5406.180000 sec): 3 clusters
  Score: Raw -37203428.450468 + Penalty 4120.649722 = -37199307.800746
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5406.360000 sec): 2 clusters
  Score: Raw -489141.677595 + Penalty 1357.978321 = -487783.699274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5406.370000 sec): 3 clusters
  Score: Raw -486988.152341 + Penalty 2715.956643 = -484272.195699
  nChanged 1663
		SP:Iteration 1F (5406.380000 sec): 3 clusters
  Score: Raw -487894.691892 + Penalty 2715.956643 = -485178.735249
  nChanged 313
		SP:Iteration 2F (5406.390000 sec): 3 clusters
  Score: Raw -488047.285874 + Penalty 2715.956643 = -485331.329232
  nChanged 204
		SP:Iteration 3Q (5406.400000 sec): 3 clusters
  Score: Raw -488143.576859 + Penalty 2715.956643 = -485427.620217
  nChanged 140
		SP:Iteration 4Q (5406.410000 sec): 3 clusters
  Score: Raw -488208.250608 + Penalty 2715.956643 = -485492.293965
  nChanged 124
		SP:Iteration 5Q (5406.420000 sec): 3 clusters
  Score: Raw -488257.127575 + Penalty 2715.956643 = -485541.170933
  nChanged 88
		SP:Iteration 6Q (5406.440000 sec): 3 clusters
  Score: Raw -488288.799437 + Penalty 2715.956643 = -485572.842795
  nChanged 78
		SP:Iteration 7Q (5406.440000 sec): 3 clusters
  Score: Raw -488317.884340 + Penalty 2715.956643 = -485601.927697
  nChanged 73
		SP:Iteration 8Q (5406.460000 sec): 3 clusters
  Score: Raw -488342.649994 + Penalty 2715.956643 = -485626.693351
  nChanged 71
		SP:Iteration 9Q (5406.470000 sec): 3 clusters
  Score: Raw -488367.674538 + Penalty 2715.956643 = -485651.717896
  nChanged 65
		SP:Iteration 10Q (5406.480000 sec): 3 clusters
  Score: Raw -488390.544766 + Penalty 2715.956643 = -485674.588123
  nChanged 57
		SP:Iteration 11Q (5406.490000 sec): 3 clusters
  Score: Raw -488410.554539 + Penalty 2715.956643 = -485694.597896
  nChanged 52
		SP:Iteration 12Q (5406.500000 sec): 3 clusters
  Score: Raw -488428.507478 + Penalty 2715.956643 = -485712.550835
  nChanged 52
		SP:Iteration 13Q (5406.510000 sec): 3 clusters
  Score: Raw -488449.095038 + Penalty 2715.956643 = -485733.138396
  nChanged 57
		SP:Iteration 14Q (5406.520000 sec): 3 clusters
  Score: Raw -488469.217758 + Penalty 2715.956643 = -485753.261115
  nChanged 64
		SP:Iteration 15Q (5406.530000 sec): 3 clusters
  Score: Raw -488492.308926 + Penalty 2715.956643 = -485776.352284
  nChanged 57
		SP:Iteration 16Q (5406.540000 sec): 3 clusters
  Score: Raw -488517.040549 + Penalty 2715.956643 = -485801.083906
  nChanged 75
		SP:Iteration 17Q (5406.550000 sec): 3 clusters
  Score: Raw -488558.089579 + Penalty 2715.956643 = -485842.132936
  nChanged 83
		SP:Iteration 18Q (5406.560000 sec): 3 clusters
  Score: Raw -488603.047704 + Penalty 2715.956643 = -485887.091061
  nChanged 82
		SP:Iteration 19Q (5406.570000 sec): 3 clusters
  Score: Raw -488642.778934 + Penalty 2715.956643 = -485926.822291
  nChanged 67
		SP:Iteration 20F (5406.580000 sec): 3 clusters
  Score: Raw -488681.311459 + Penalty 2715.956643 = -485965.354816
  nChanged 63
		SP:Iteration 21Q (5406.600000 sec): 3 clusters
  Score: Raw -488718.018317 + Penalty 2715.956643 = -486002.061674
  nChanged 76
		SP:Iteration 22Q (5406.600000 sec): 3 clusters
  Score: Raw -488758.397227 + Penalty 2715.956643 = -486042.440584
  nChanged 61
		SP:Iteration 23Q (5406.620000 sec): 3 clusters
  Score: Raw -488791.861715 + Penalty 2715.956643 = -486075.905073
  nChanged 62
		SP:Iteration 24Q (5406.630000 sec): 3 clusters
  Score: Raw -488831.711283 + Penalty 2715.956643 = -486115.754640
  nChanged 57
		SP:Iteration 25Q (5406.640000 sec): 3 clusters
  Score: Raw -488866.773188 + Penalty 2715.956643 = -486150.816545
  nChanged 45
		SP:Iteration 26Q (5406.650000 sec): 3 clusters
  Score: Raw -488891.315459 + Penalty 2715.956643 = -486175.358816
  nChanged 44
		SP:Iteration 27Q (5406.660000 sec): 3 clusters
  Score: Raw -488916.810137 + Penalty 2715.956643 = -486200.853494
  nChanged 44
		SP:Iteration 28Q (5406.670000 sec): 3 clusters
  Score: Raw -488953.300992 + Penalty 2715.956643 = -486237.344349
  nChanged 44
		SP:Iteration 29Q (5406.680000 sec): 3 clusters
  Score: Raw -488985.927495 + Penalty 2715.956643 = -486269.970852
  nChanged 43
		SP:Iteration 30Q (5406.690000 sec): 3 clusters
  Score: Raw -489020.368955 + Penalty 2715.956643 = -486304.412312
  nChanged 35
		SP:Iteration 31Q (5406.700000 sec): 3 clusters
  Score: Raw -489053.398892 + Penalty 2715.956643 = -486337.442250
  nChanged 47
		SP:Iteration 32Q (5406.710000 sec): 3 clusters
  Score: Raw -489091.758256 + Penalty 2715.956643 = -486375.801613
  nChanged 39
		SP:Iteration 33Q (5406.720000 sec): 3 clusters
  Score: Raw -489127.491985 + Penalty 2715.956643 = -486411.535342
  nChanged 32
		SP:Iteration 34Q (5406.720000 sec): 3 clusters
  Score: Raw -489150.736567 + Penalty 2715.956643 = -486434.779925
  nChanged 24
		SP:Iteration 35Q (5406.740000 sec): 3 clusters
  Score: Raw -489165.902405 + Penalty 2715.956643 = -486449.945762
  nChanged 22
		SP:Iteration 36Q (5406.740000 sec): 3 clusters
  Score: Raw -489180.545844 + Penalty 2715.956643 = -486464.589201
  nChanged 17
		SP:Iteration 37Q (5406.750000 sec): 3 clusters
  Score: Raw -489192.400371 + Penalty 2715.956643 = -486476.443728
  nChanged 23
		SP:Iteration 38Q (5406.760000 sec): 3 clusters
  Score: Raw -489210.139127 + Penalty 2715.956643 = -486494.182484
  nChanged 21
		SP:Iteration 39Q (5406.770000 sec): 3 clusters
  Score: Raw -489226.226303 + Penalty 2715.956643 = -486510.269661
  nChanged 18
		SP:Iteration 40F (5406.780000 sec): 3 clusters
  Score: Raw -489238.001888 + Penalty 2715.956643 = -486522.045246
  nChanged 11
		SP:Iteration 41Q (5406.790000 sec): 3 clusters
  Score: Raw -489243.920064 + Penalty 2715.956643 = -486527.963422
  nChanged 7
		SP:Iteration 42Q (5406.800000 sec): 3 clusters
  Score: Raw -489247.462194 + Penalty 2715.956643 = -486531.505551
  nChanged 9
		SP:Iteration 43Q (5406.810000 sec): 3 clusters
  Score: Raw -489251.657823 + Penalty 2715.956643 = -486535.701180
  nChanged 10
		SP:Iteration 44Q (5406.820000 sec): 3 clusters
  Score: Raw -489257.199067 + Penalty 2715.956643 = -486541.242424
  nChanged 8
		SP:Iteration 45Q (5406.820000 sec): 3 clusters
  Score: Raw -489261.028760 + Penalty 2715.956643 = -486545.072118
  nChanged 5
		SP:Iteration 46Q (5406.830000 sec): 3 clusters
  Score: Raw -489263.495545 + Penalty 2715.956643 = -486547.538902
  nChanged 5
		SP:Iteration 47Q (5406.840000 sec): 3 clusters
  Score: Raw -489267.194226 + Penalty 2715.956643 = -486551.237583
  nChanged 1
		SP:Iteration 48Q (5406.850000 sec): 3 clusters
  Score: Raw -489267.567484 + Penalty 2715.956643 = -486551.610842
  nChanged 1
		SP:Iteration 49Q (5406.860000 sec): 3 clusters
  Score: Raw -489268.292108 + Penalty 2715.956643 = -486552.335465
  nChanged 1
		SP:Iteration 50Q (5406.870000 sec): 3 clusters
  Score: Raw -489268.571671 + Penalty 2715.956643 = -486552.615028
  nChanged 0
		SP:Iteration 51F (5406.880000 sec): 3 clusters
  Score: Raw -489268.571671 + Penalty 2715.956643 = -486552.615028
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (22541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5406.950000 sec): 2 clusters
  Score: Raw -2657832.673456 + Penalty 1628.752312 = -2656203.921144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5407.020000 sec): 3 clusters
  Score: Raw -2644286.097910 + Penalty 3257.504624 = -2641028.593286
  nChanged 10169
		SP:Iteration 1F (5407.080000 sec): 3 clusters
  Score: Raw -2649907.732703 + Penalty 3257.504624 = -2646650.228079
  nChanged 1012
		SP:Iteration 2Q (5407.140000 sec): 3 clusters
  Score: Raw -2650247.251900 + Penalty 3257.504624 = -2646989.747275
  nChanged 951
		SP:Iteration 3Q (5407.200000 sec): 3 clusters
  Score: Raw -2650570.324876 + Penalty 3257.504624 = -2647312.820252
  nChanged 926
		SP:Iteration 4Q (5407.260000 sec): 3 clusters
  Score: Raw -2650916.114753 + Penalty 3257.504624 = -2647658.610129
  nChanged 999
		SP:Iteration 5Q (5407.320000 sec): 3 clusters
  Score: Raw -2651335.819772 + Penalty 3257.504624 = -2648078.315148
  nChanged 1088
		SP:Iteration 6Q (5407.380000 sec): 3 clusters
  Score: Raw -2651830.611543 + Penalty 3257.504624 = -2648573.106918
  nChanged 1156
		SP:Iteration 7F (5407.440000 sec): 3 clusters
  Score: Raw -2652474.856827 + Penalty 3257.504624 = -2649217.352202
  nChanged 1369
		SP:Iteration 8F (5407.500000 sec): 3 clusters
  Score: Raw -2653372.196032 + Penalty 3257.504624 = -2650114.691407
  nChanged 1492
		SP:Iteration 9F (5407.560000 sec): 3 clusters
  Score: Raw -2654467.562987 + Penalty 3257.504624 = -2651210.058363
  nChanged 1357
		SP:Iteration 10F (5407.620000 sec): 3 clusters
  Score: Raw -2655537.650047 + Penalty 3257.504624 = -2652280.145423
  nChanged 1105
		SP:Iteration 11Q (5407.680000 sec): 3 clusters
  Score: Raw -2656447.151095 + Penalty 3257.504624 = -2653189.646471
  nChanged 792
		SP:Iteration 12Q (5407.740000 sec): 3 clusters
  Score: Raw -2657104.750134 + Penalty 3257.504624 = -2653847.245510
  nChanged 469
		SP:Iteration 13Q (5407.800000 sec): 3 clusters
  Score: Raw -2657474.951247 + Penalty 3257.504624 = -2654217.446622
  nChanged 282
		SP:Iteration 14Q (5407.860000 sec): 3 clusters
  Score: Raw -2657693.709503 + Penalty 3257.504624 = -2654436.204878
  nChanged 158
		SP:Iteration 15Q (5407.920000 sec): 3 clusters
  Score: Raw -2657809.910996 + Penalty 3257.504624 = -2654552.406371
  nChanged 82
		SP:Iteration 16Q (5407.970000 sec): 3 clusters
  Score: Raw -2657868.062549 + Penalty 3257.504624 = -2654610.557925
  nChanged 46
		SP:Iteration 17Q (5408.020000 sec): 3 clusters
  Score: Raw -2657908.764292 + Penalty 3257.504624 = -2654651.259667
  nChanged 33
		SP:Iteration 18Q (5408.070000 sec): 3 clusters
  Score: Raw -2657934.717176 + Penalty 3257.504624 = -2654677.212551
  nChanged 22
		SP:Iteration 19Q (5408.120000 sec): 3 clusters
  Score: Raw -2657949.306887 + Penalty 3257.504624 = -2654691.802263
  nChanged 13
		SP:Iteration 20F (5408.180000 sec): 3 clusters
  Score: Raw -2657957.869303 + Penalty 3257.504624 = -2654700.364679
  nChanged 17
		SP:Iteration 21Q (5408.230000 sec): 3 clusters
  Score: Raw -2657976.301668 + Penalty 3257.504624 = -2654718.797043
  nChanged 15
		SP:Iteration 22Q (5408.280000 sec): 3 clusters
  Score: Raw -2657986.822298 + Penalty 3257.504624 = -2654729.317673
  nChanged 10
		SP:Iteration 23Q (5408.320000 sec): 3 clusters
  Score: Raw -2657996.014782 + Penalty 3257.504624 = -2654738.510157
  nChanged 8
		SP:Iteration 24Q (5408.370000 sec): 3 clusters
  Score: Raw -2658001.207193 + Penalty 3257.504624 = -2654743.702569
  nChanged 5
		SP:Iteration 25Q (5408.420000 sec): 3 clusters
  Score: Raw -2658006.562378 + Penalty 3257.504624 = -2654749.057754
  nChanged 8
		SP:Iteration 26Q (5408.470000 sec): 3 clusters
  Score: Raw -2658014.714455 + Penalty 3257.504624 = -2654757.209831
  nChanged 6
		SP:Iteration 27Q (5408.520000 sec): 3 clusters
  Score: Raw -2658020.069185 + Penalty 3257.504624 = -2654762.564560
  nChanged 6
		SP:Iteration 28Q (5408.560000 sec): 3 clusters
  Score: Raw -2658027.176734 + Penalty 3257.504624 = -2654769.672109
  nChanged 6
		SP:Iteration 29Q (5408.610000 sec): 3 clusters
  Score: Raw -2658034.033458 + Penalty 3257.504624 = -2654776.528833
  nChanged 4
		SP:Iteration 30Q (5408.660000 sec): 3 clusters
  Score: Raw -2658036.283607 + Penalty 3257.504624 = -2654778.778982
  nChanged 1
		SP:Iteration 31Q (5408.700000 sec): 3 clusters
  Score: Raw -2658037.099898 + Penalty 3257.504624 = -2654779.595273
  nChanged 1
		SP:Iteration 32Q (5408.740000 sec): 3 clusters
  Score: Raw -2658038.162025 + Penalty 3257.504624 = -2654780.657401
  nChanged 1
		SP:Iteration 33Q (5408.790000 sec): 3 clusters
  Score: Raw -2658038.639695 + Penalty 3257.504624 = -2654781.135070
  nChanged 1
		SP:Iteration 34Q (5408.830000 sec): 3 clusters
  Score: Raw -2658039.040283 + Penalty 3257.504624 = -2654781.535659
  nChanged 0
		SP:Iteration 35F (5408.890000 sec): 3 clusters
  Score: Raw -2658039.040283 + Penalty 3257.504624 = -2654781.535659
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5408.920000 sec): 2 clusters
  Score: Raw -784974.229690 + Penalty 1433.531512 = -783540.698178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5408.940000 sec): 3 clusters
  Score: Raw -781289.656894 + Penalty 2867.063024 = -778422.593870
  nChanged 2790
		SP:Iteration 1F (5408.960000 sec): 3 clusters
  Score: Raw -782890.709026 + Penalty 2867.063024 = -780023.646002
  nChanged 497
		SP:Iteration 2F (5408.970000 sec): 3 clusters
  Score: Raw -783214.386599 + Penalty 2867.063024 = -780347.323575
  nChanged 442
		SP:Iteration 3F (5408.990000 sec): 3 clusters
  Score: Raw -783488.111008 + Penalty 2867.063024 = -780621.047984
  nChanged 372
		SP:Iteration 4F (5409.010000 sec): 3 clusters
  Score: Raw -783719.118746 + Penalty 2867.063024 = -780852.055722
  nChanged 317
		SP:Iteration 5Q (5409.020000 sec): 3 clusters
  Score: Raw -783911.877997 + Penalty 2867.063024 = -781044.814973
  nChanged 305
		SP:Iteration 6Q (5409.040000 sec): 3 clusters
  Score: Raw -784085.098462 + Penalty 2867.063024 = -781218.035438
  nChanged 243
		SP:Iteration 7Q (5409.060000 sec): 3 clusters
  Score: Raw -784208.630054 + Penalty 2867.063024 = -781341.567030
  nChanged 219
		SP:Iteration 8Q (5409.070000 sec): 3 clusters
  Score: Raw -784317.780835 + Penalty 2867.063024 = -781450.717811
  nChanged 204
		SP:Iteration 9Q (5409.090000 sec): 3 clusters
  Score: Raw -784413.814107 + Penalty 2867.063024 = -781546.751083
  nChanged 174
		SP:Iteration 10Q (5409.110000 sec): 3 clusters
  Score: Raw -784485.282223 + Penalty 2867.063024 = -781618.219199
  nChanged 150
		SP:Iteration 11Q (5409.120000 sec): 3 clusters
  Score: Raw -784538.205870 + Penalty 2867.063024 = -781671.142846
  nChanged 129
		SP:Iteration 12Q (5409.140000 sec): 3 clusters
  Score: Raw -784590.264296 + Penalty 2867.063024 = -781723.201272
  nChanged 98
		SP:Iteration 13Q (5409.160000 sec): 3 clusters
  Score: Raw -784625.762022 + Penalty 2867.063024 = -781758.698998
  nChanged 90
		SP:Iteration 14Q (5409.170000 sec): 3 clusters
  Score: Raw -784660.142211 + Penalty 2867.063024 = -781793.079188
  nChanged 81
		SP:Iteration 15Q (5409.190000 sec): 3 clusters
  Score: Raw -784684.814567 + Penalty 2867.063024 = -781817.751543
  nChanged 68
		SP:Iteration 16Q (5409.200000 sec): 3 clusters
  Score: Raw -784702.658082 + Penalty 2867.063024 = -781835.595058
  nChanged 54
		SP:Iteration 17Q (5409.220000 sec): 3 clusters
  Score: Raw -784715.375258 + Penalty 2867.063024 = -781848.312234
  nChanged 42
		SP:Iteration 18Q (5409.240000 sec): 3 clusters
  Score: Raw -784725.309833 + Penalty 2867.063024 = -781858.246809
  nChanged 33
		SP:Iteration 19Q (5409.260000 sec): 3 clusters
  Score: Raw -784733.737741 + Penalty 2867.063024 = -781866.674718
  nChanged 36
		SP:Iteration 20F (5409.270000 sec): 3 clusters
  Score: Raw -784742.672038 + Penalty 2867.063024 = -781875.609014
  nChanged 38
		SP:Iteration 21Q (5409.290000 sec): 3 clusters
  Score: Raw -784752.332688 + Penalty 2867.063024 = -781885.269664
  nChanged 32
		SP:Iteration 22Q (5409.300000 sec): 3 clusters
  Score: Raw -784758.356474 + Penalty 2867.063024 = -781891.293450
  nChanged 24
		SP:Iteration 23Q (5409.320000 sec): 3 clusters
  Score: Raw -784763.628866 + Penalty 2867.063024 = -781896.565842
  nChanged 25
		SP:Iteration 24Q (5409.340000 sec): 3 clusters
  Score: Raw -784768.976694 + Penalty 2867.063024 = -781901.913670
  nChanged 27
		SP:Iteration 25Q (5409.350000 sec): 3 clusters
  Score: Raw -784775.339686 + Penalty 2867.063024 = -781908.276662
  nChanged 31
		SP:Iteration 26Q (5409.370000 sec): 3 clusters
  Score: Raw -784780.421370 + Penalty 2867.063024 = -781913.358347
  nChanged 29
		SP:Iteration 27Q (5409.380000 sec): 3 clusters
  Score: Raw -784785.653186 + Penalty 2867.063024 = -781918.590162
  nChanged 19
		SP:Iteration 28Q (5409.400000 sec): 3 clusters
  Score: Raw -784789.774399 + Penalty 2867.063024 = -781922.711375
  nChanged 27
		SP:Iteration 29Q (5409.420000 sec): 3 clusters
  Score: Raw -784796.339740 + Penalty 2867.063024 = -781929.276716
  nChanged 21
		SP:Iteration 30Q (5409.430000 sec): 3 clusters
  Score: Raw -784800.016645 + Penalty 2867.063024 = -781932.953621
  nChanged 23
		SP:Iteration 31Q (5409.450000 sec): 3 clusters
  Score: Raw -784803.714857 + Penalty 2867.063024 = -781936.651833
  nChanged 18
		SP:Iteration 32Q (5409.460000 sec): 3 clusters
  Score: Raw -784806.779483 + Penalty 2867.063024 = -781939.716459
  nChanged 24
		SP:Iteration 33Q (5409.480000 sec): 3 clusters
  Score: Raw -784810.479286 + Penalty 2867.063024 = -781943.416262
  nChanged 18
		SP:Iteration 34Q (5409.500000 sec): 3 clusters
  Score: Raw -784813.389864 + Penalty 2867.063024 = -781946.326840
  nChanged 20
		SP:Iteration 35Q (5409.510000 sec): 3 clusters
  Score: Raw -784816.954420 + Penalty 2867.063024 = -781949.891397
  nChanged 16
		SP:Iteration 36Q (5409.530000 sec): 3 clusters
  Score: Raw -784820.898785 + Penalty 2867.063024 = -781953.835761
  nChanged 13
		SP:Iteration 37Q (5409.550000 sec): 3 clusters
  Score: Raw -784823.086918 + Penalty 2867.063024 = -781956.023894
  nChanged 15
		SP:Iteration 38Q (5409.560000 sec): 3 clusters
  Score: Raw -784825.340051 + Penalty 2867.063024 = -781958.277027
  nChanged 17
		SP:Iteration 39Q (5409.580000 sec): 3 clusters
  Score: Raw -784829.917412 + Penalty 2867.063024 = -781962.854388
  nChanged 30
		SP:Iteration 40F (5409.600000 sec): 3 clusters
  Score: Raw -784837.158092 + Penalty 2867.063024 = -781970.095068
  nChanged 33
		SP:Iteration 41Q (5409.610000 sec): 3 clusters
  Score: Raw -784844.300871 + Penalty 2867.063024 = -781977.237847
  nChanged 29
		SP:Iteration 42Q (5409.630000 sec): 3 clusters
  Score: Raw -784851.260601 + Penalty 2867.063024 = -781984.197577
  nChanged 33
		SP:Iteration 43Q (5409.640000 sec): 3 clusters
  Score: Raw -784858.415968 + Penalty 2867.063024 = -781991.352945
  nChanged 32
		SP:Iteration 44Q (5409.660000 sec): 3 clusters
  Score: Raw -784864.795923 + Penalty 2867.063024 = -781997.732900
  nChanged 27
		SP:Iteration 45Q (5409.680000 sec): 3 clusters
  Score: Raw -784872.391823 + Penalty 2867.063024 = -782005.328799
  nChanged 39
		SP:Iteration 46Q (5409.690000 sec): 3 clusters
  Score: Raw -784883.212536 + Penalty 2867.063024 = -782016.149513
  nChanged 41
		SP:Iteration 47Q (5409.710000 sec): 3 clusters
  Score: Raw -784894.626343 + Penalty 2867.063024 = -782027.563320
  nChanged 43
		SP:Iteration 48Q (5409.720000 sec): 3 clusters
  Score: Raw -784907.890135 + Penalty 2867.063024 = -782040.827111
  nChanged 35
		SP:Iteration 49Q (5409.740000 sec): 3 clusters
  Score: Raw -784915.951534 + Penalty 2867.063024 = -782048.888510
  nChanged 34
		SP:Iteration 50Q (5409.760000 sec): 3 clusters
  Score: Raw -784924.117657 + Penalty 2867.063024 = -782057.054633
  nChanged 34
		SP:Iteration 51Q (5409.770000 sec): 3 clusters
  Score: Raw -784931.107758 + Penalty 2867.063024 = -782064.044734
  nChanged 29
		SP:Iteration 52Q (5409.790000 sec): 3 clusters
  Score: Raw -784937.711579 + Penalty 2867.063024 = -782070.648555
  nChanged 33
		SP:Iteration 53Q (5409.800000 sec): 3 clusters
  Score: Raw -784946.870489 + Penalty 2867.063024 = -782079.807465
  nChanged 29
		SP:Iteration 54Q (5409.820000 sec): 3 clusters
  Score: Raw -784954.389186 + Penalty 2867.063024 = -782087.326163
  nChanged 28
		SP:Iteration 55Q (5409.840000 sec): 3 clusters
  Score: Raw -784963.592880 + Penalty 2867.063024 = -782096.529856
  nChanged 35
		SP:Iteration 56Q (5409.850000 sec): 3 clusters
  Score: Raw -784976.379304 + Penalty 2867.063024 = -782109.316280
  nChanged 51
		SP:Iteration 57Q (5409.870000 sec): 3 clusters
  Score: Raw -784993.142478 + Penalty 2867.063024 = -782126.079454
  nChanged 46
		SP:Iteration 58Q (5409.880000 sec): 3 clusters
  Score: Raw -785006.605448 + Penalty 2867.063024 = -782139.542424
  nChanged 44
		SP:Iteration 59Q (5409.900000 sec): 3 clusters
  Score: Raw -785017.234893 + Penalty 2867.063024 = -782150.171869
  nChanged 31
		SP:Iteration 60F (5409.920000 sec): 3 clusters
  Score: Raw -785023.983748 + Penalty 2867.063024 = -782156.920724
  nChanged 29
		SP:Iteration 61Q (5409.930000 sec): 3 clusters
  Score: Raw -785031.733580 + Penalty 2867.063024 = -782164.670557
  nChanged 32
		SP:Iteration 62Q (5409.950000 sec): 3 clusters
  Score: Raw -785043.274142 + Penalty 2867.063024 = -782176.211118
  nChanged 37
		SP:Iteration 63Q (5409.960000 sec): 3 clusters
  Score: Raw -785055.004625 + Penalty 2867.063024 = -782187.941601
  nChanged 28
		SP:Iteration 64Q (5409.980000 sec): 3 clusters
  Score: Raw -785061.904591 + Penalty 2867.063024 = -782194.841567
  nChanged 25
		SP:Iteration 65Q (5410.000000 sec): 3 clusters
  Score: Raw -785068.068098 + Penalty 2867.063024 = -782201.005074
  nChanged 25
		SP:Iteration 66Q (5410.010000 sec): 3 clusters
  Score: Raw -785074.963008 + Penalty 2867.063024 = -782207.899984
  nChanged 27
		SP:Iteration 67Q (5410.020000 sec): 3 clusters
  Score: Raw -785082.290309 + Penalty 2867.063024 = -782215.227285
  nChanged 22
		SP:Iteration 68Q (5410.040000 sec): 3 clusters
  Score: Raw -785087.641889 + Penalty 2867.063024 = -782220.578866
  nChanged 23
		SP:Iteration 69Q (5410.060000 sec): 3 clusters
  Score: Raw -785094.585921 + Penalty 2867.063024 = -782227.522897
  nChanged 28
		SP:Iteration 70Q (5410.070000 sec): 3 clusters
  Score: Raw -785102.313176 + Penalty 2867.063024 = -782235.250153
  nChanged 29
		SP:Iteration 71Q (5410.090000 sec): 3 clusters
  Score: Raw -785108.092167 + Penalty 2867.063024 = -782241.029143
  nChanged 27
		SP:Iteration 72Q (5410.100000 sec): 3 clusters
  Score: Raw -785114.609920 + Penalty 2867.063024 = -782247.546896
  nChanged 24
		SP:Iteration 73Q (5410.120000 sec): 3 clusters
  Score: Raw -785120.740842 + Penalty 2867.063024 = -782253.677818
  nChanged 19
		SP:Iteration 74Q (5410.130000 sec): 3 clusters
  Score: Raw -785124.743407 + Penalty 2867.063024 = -782257.680383
  nChanged 13
		SP:Iteration 75Q (5410.150000 sec): 3 clusters
  Score: Raw -785128.451041 + Penalty 2867.063024 = -782261.388017
  nChanged 14
		SP:Iteration 76Q (5410.160000 sec): 3 clusters
  Score: Raw -785132.829372 + Penalty 2867.063024 = -782265.766348
  nChanged 19
		SP:Iteration 77Q (5410.180000 sec): 3 clusters
  Score: Raw -785136.970797 + Penalty 2867.063024 = -782269.907773
  nChanged 13
		SP:Iteration 78Q (5410.190000 sec): 3 clusters
  Score: Raw -785140.007315 + Penalty 2867.063024 = -782272.944292
  nChanged 9
		SP:Iteration 79Q (5410.210000 sec): 3 clusters
  Score: Raw -785141.516397 + Penalty 2867.063024 = -782274.453373
  nChanged 5
		SP:Iteration 80F (5410.230000 sec): 3 clusters
  Score: Raw -785142.510548 + Penalty 2867.063024 = -782275.447525
  nChanged 6
		SP:Iteration 81Q (5410.240000 sec): 3 clusters
  Score: Raw -785143.914178 + Penalty 2867.063024 = -782276.851154
  nChanged 8
		SP:Iteration 82Q (5410.260000 sec): 3 clusters
  Score: Raw -785145.489244 + Penalty 2867.063024 = -782278.426220
  nChanged 7
		SP:Iteration 83Q (5410.270000 sec): 3 clusters
  Score: Raw -785146.745806 + Penalty 2867.063024 = -782279.682782
  nChanged 4
		SP:Iteration 84Q (5410.290000 sec): 3 clusters
  Score: Raw -785147.703206 + Penalty 2867.063024 = -782280.640182
  nChanged 8
		SP:Iteration 85Q (5410.300000 sec): 3 clusters
  Score: Raw -785149.257140 + Penalty 2867.063024 = -782282.194117
  nChanged 5
		SP:Iteration 86Q (5410.320000 sec): 3 clusters
  Score: Raw -785150.329672 + Penalty 2867.063024 = -782283.266648
  nChanged 7
		SP:Iteration 87Q (5410.330000 sec): 3 clusters
  Score: Raw -785151.980377 + Penalty 2867.063024 = -782284.917353
  nChanged 11
		SP:Iteration 88Q (5410.350000 sec): 3 clusters
  Score: Raw -785154.838420 + Penalty 2867.063024 = -782287.775396
  nChanged 13
		SP:Iteration 89Q (5410.360000 sec): 3 clusters
  Score: Raw -785158.273888 + Penalty 2867.063024 = -782291.210864
  nChanged 17
		SP:Iteration 90Q (5410.380000 sec): 3 clusters
  Score: Raw -785161.957772 + Penalty 2867.063024 = -782294.894748
  nChanged 10
		SP:Iteration 91Q (5410.390000 sec): 3 clusters
  Score: Raw -785164.360169 + Penalty 2867.063024 = -782297.297145
  nChanged 10
		SP:Iteration 92Q (5410.410000 sec): 3 clusters
  Score: Raw -785167.785177 + Penalty 2867.063024 = -782300.722154
  nChanged 9
		SP:Iteration 93Q (5410.420000 sec): 3 clusters
  Score: Raw -785171.917678 + Penalty 2867.063024 = -782304.854654
  nChanged 13
		SP:Iteration 94Q (5410.440000 sec): 3 clusters
  Score: Raw -785178.498327 + Penalty 2867.063024 = -782311.435303
  nChanged 15
		SP:Iteration 95Q (5410.450000 sec): 3 clusters
  Score: Raw -785182.976286 + Penalty 2867.063024 = -782315.913262
  nChanged 14
		SP:Iteration 96Q (5410.470000 sec): 3 clusters
  Score: Raw -785186.714565 + Penalty 2867.063024 = -782319.651541
  nChanged 11
		SP:Iteration 97Q (5410.480000 sec): 3 clusters
  Score: Raw -785190.039912 + Penalty 2867.063024 = -782322.976888
  nChanged 11
		SP:Iteration 98Q (5410.500000 sec): 3 clusters
  Score: Raw -785193.049435 + Penalty 2867.063024 = -782325.986411
  nChanged 8
		SP:Iteration 99Q (5410.510000 sec): 3 clusters
  Score: Raw -785196.043595 + Penalty 2867.063024 = -782328.980571
  nChanged 12
		SP:Iteration 100F (5410.530000 sec): 3 clusters
  Score: Raw -785198.984960 + Penalty 2867.063024 = -782331.921937
  nChanged 15
		SP:Iteration 101Q (5410.540000 sec): 3 clusters
  Score: Raw -785204.612435 + Penalty 2867.063024 = -782337.549411
  nChanged 23
		SP:Iteration 102Q (5410.560000 sec): 3 clusters
  Score: Raw -785212.375071 + Penalty 2867.063024 = -782345.312047
  nChanged 17
		SP:Iteration 103Q (5410.570000 sec): 3 clusters
  Score: Raw -785218.447922 + Penalty 2867.063024 = -782351.384898
  nChanged 24
		SP:Iteration 104Q (5410.590000 sec): 3 clusters
  Score: Raw -785227.237553 + Penalty 2867.063024 = -782360.174529
  nChanged 26
		SP:Iteration 105Q (5410.600000 sec): 3 clusters
  Score: Raw -785243.008588 + Penalty 2867.063024 = -782375.945564
  nChanged 37
		SP:Iteration 106Q (5410.620000 sec): 3 clusters
  Score: Raw -785268.524563 + Penalty 2867.063024 = -782401.461539
  nChanged 47
		SP:Iteration 107Q (5410.630000 sec): 3 clusters
  Score: Raw -785291.214221 + Penalty 2867.063024 = -782424.151198
  nChanged 27
		SP:Iteration 108Q (5410.650000 sec): 3 clusters
  Score: Raw -785303.407664 + Penalty 2867.063024 = -782436.344640
  nChanged 24
		SP:Iteration 109Q (5410.660000 sec): 3 clusters
  Score: Raw -785313.675476 + Penalty 2867.063024 = -782446.612453
  nChanged 23
		SP:Iteration 110Q (5410.680000 sec): 3 clusters
  Score: Raw -785321.736534 + Penalty 2867.063024 = -782454.673510
  nChanged 17
		SP:Iteration 111Q (5410.690000 sec): 3 clusters
  Score: Raw -785327.335787 + Penalty 2867.063024 = -782460.272763
  nChanged 13
		SP:Iteration 112Q (5410.700000 sec): 3 clusters
  Score: Raw -785331.713090 + Penalty 2867.063024 = -782464.650066
  nChanged 12
		SP:Iteration 113Q (5410.720000 sec): 3 clusters
  Score: Raw -785336.463799 + Penalty 2867.063024 = -782469.400775
  nChanged 12
		SP:Iteration 114Q (5410.730000 sec): 3 clusters
  Score: Raw -785339.745885 + Penalty 2867.063024 = -782472.682861
  nChanged 7
		SP:Iteration 115Q (5410.740000 sec): 3 clusters
  Score: Raw -785340.930849 + Penalty 2867.063024 = -782473.867825
  nChanged 7
		SP:Iteration 116Q (5410.760000 sec): 3 clusters
  Score: Raw -785342.957779 + Penalty 2867.063024 = -782475.894755
  nChanged 9
		SP:Iteration 117Q (5410.770000 sec): 3 clusters
  Score: Raw -785345.927729 + Penalty 2867.063024 = -782478.864705
  nChanged 9
		SP:Iteration 118Q (5410.790000 sec): 3 clusters
  Score: Raw -785348.468405 + Penalty 2867.063024 = -782481.405381
  nChanged 6
		SP:Iteration 119Q (5410.800000 sec): 3 clusters
  Score: Raw -785350.471690 + Penalty 2867.063024 = -782483.408667
  nChanged 5
		SP:Iteration 120F (5410.820000 sec): 3 clusters
  Score: Raw -785352.627983 + Penalty 2867.063024 = -782485.564959
  nChanged 8
		SP:Iteration 121Q (5410.830000 sec): 3 clusters
  Score: Raw -785356.629341 + Penalty 2867.063024 = -782489.566318
  nChanged 13
		SP:Iteration 122Q (5410.850000 sec): 3 clusters
  Score: Raw -785364.041258 + Penalty 2867.063024 = -782496.978235
  nChanged 17
		SP:Iteration 123Q (5410.860000 sec): 3 clusters
  Score: Raw -785371.005967 + Penalty 2867.063024 = -782503.942943
  nChanged 14
		SP:Iteration 124Q (5410.880000 sec): 3 clusters
  Score: Raw -785375.814781 + Penalty 2867.063024 = -782508.751757
  nChanged 13
		SP:Iteration 125Q (5410.890000 sec): 3 clusters
  Score: Raw -785379.015325 + Penalty 2867.063024 = -782511.952302
  nChanged 5
		SP:Iteration 126Q (5410.900000 sec): 3 clusters
  Score: Raw -785381.356718 + Penalty 2867.063024 = -782514.293694
  nChanged 5
		SP:Iteration 127Q (5410.920000 sec): 3 clusters
  Score: Raw -785382.408482 + Penalty 2867.063024 = -782515.345458
  nChanged 3
		SP:Iteration 128Q (5410.930000 sec): 3 clusters
  Score: Raw -785382.575270 + Penalty 2867.063024 = -782515.512246
  nChanged 0
		SP:Iteration 129F (5410.940000 sec): 3 clusters
  Score: Raw -785382.575270 + Penalty 2867.063024 = -782515.512246
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5410.960000 sec): 2 clusters
  Score: Raw -391134.284768 + Penalty 1324.732178 = -389809.552590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5410.970000 sec): 3 clusters
  Score: Raw -389421.800917 + Penalty 2649.464355 = -386772.336562
  nChanged 1320
		SP:Iteration 1F (5410.980000 sec): 3 clusters
  Score: Raw -390160.219122 + Penalty 2649.464355 = -387510.754767
  nChanged 251
		SP:Iteration 2F (5410.990000 sec): 3 clusters
  Score: Raw -390287.204266 + Penalty 2649.464355 = -387637.739911
  nChanged 166
		SP:Iteration 3Q (5411.000000 sec): 3 clusters
  Score: Raw -390368.921854 + Penalty 2649.464355 = -387719.457499
  nChanged 108
		SP:Iteration 4Q (5411.000000 sec): 3 clusters
  Score: Raw -390421.192933 + Penalty 2649.464355 = -387771.728578
  nChanged 102
		SP:Iteration 5Q (5411.010000 sec): 3 clusters
  Score: Raw -390465.080632 + Penalty 2649.464355 = -387815.616277
  nChanged 85
		SP:Iteration 6Q (5411.020000 sec): 3 clusters
  Score: Raw -390513.617244 + Penalty 2649.464355 = -387864.152889
  nChanged 93
		SP:Iteration 7Q (5411.030000 sec): 3 clusters
  Score: Raw -390570.700329 + Penalty 2649.464355 = -387921.235974
  nChanged 97
		SP:Iteration 8Q (5411.040000 sec): 3 clusters
  Score: Raw -390626.727465 + Penalty 2649.464355 = -387977.263109
  nChanged 101
		SP:Iteration 9Q (5411.050000 sec): 3 clusters
  Score: Raw -390684.987957 + Penalty 2649.464355 = -388035.523601
  nChanged 87
		SP:Iteration 10Q (5411.060000 sec): 3 clusters
  Score: Raw -390733.884609 + Penalty 2649.464355 = -388084.420254
  nChanged 84
		SP:Iteration 11Q (5411.060000 sec): 3 clusters
  Score: Raw -390774.556929 + Penalty 2649.464355 = -388125.092574
  nChanged 67
		SP:Iteration 12Q (5411.070000 sec): 3 clusters
  Score: Raw -390811.402201 + Penalty 2649.464355 = -388161.937846
  nChanged 72
		SP:Iteration 13Q (5411.080000 sec): 3 clusters
  Score: Raw -390856.821791 + Penalty 2649.464355 = -388207.357436
  nChanged 85
		SP:Iteration 14Q (5411.090000 sec): 3 clusters
  Score: Raw -390919.037796 + Penalty 2649.464355 = -388269.573441
  nChanged 93
		SP:Iteration 15Q (5411.100000 sec): 3 clusters
  Score: Raw -390972.496671 + Penalty 2649.464355 = -388323.032316
  nChanged 64
		SP:Iteration 16Q (5411.110000 sec): 3 clusters
  Score: Raw -391010.656541 + Penalty 2649.464355 = -388361.192185
  nChanged 56
		SP:Iteration 17Q (5411.120000 sec): 3 clusters
  Score: Raw -391043.093928 + Penalty 2649.464355 = -388393.629573
  nChanged 47
		SP:Iteration 18Q (5411.120000 sec): 3 clusters
  Score: Raw -391068.247325 + Penalty 2649.464355 = -388418.782970
  nChanged 42
		SP:Iteration 19Q (5411.130000 sec): 3 clusters
  Score: Raw -391090.814928 + Penalty 2649.464355 = -388441.350573
  nChanged 43
		SP:Iteration 20F (5411.140000 sec): 3 clusters
  Score: Raw -391120.136159 + Penalty 2649.464355 = -388470.671804
  nChanged 58
		SP:Iteration 21Q (5411.150000 sec): 3 clusters
  Score: Raw -391172.519903 + Penalty 2649.464355 = -388523.055548
  nChanged 63
		SP:Iteration 22Q (5411.160000 sec): 3 clusters
  Score: Raw -391229.793106 + Penalty 2649.464355 = -388580.328751
  nChanged 54
		SP:Iteration 23Q (5411.160000 sec): 3 clusters
  Score: Raw -391270.034929 + Penalty 2649.464355 = -388620.570573
  nChanged 47
		SP:Iteration 24Q (5411.170000 sec): 3 clusters
  Score: Raw -391300.730043 + Penalty 2649.464355 = -388651.265687
  nChanged 46
		SP:Iteration 25Q (5411.180000 sec): 3 clusters
  Score: Raw -391328.185275 + Penalty 2649.464355 = -388678.720920
  nChanged 41
		SP:Iteration 26Q (5411.190000 sec): 3 clusters
  Score: Raw -391352.535685 + Penalty 2649.464355 = -388703.071330
  nChanged 34
		SP:Iteration 27Q (5411.200000 sec): 3 clusters
  Score: Raw -391374.392081 + Penalty 2649.464355 = -388724.927726
  nChanged 34
		SP:Iteration 28Q (5411.200000 sec): 3 clusters
  Score: Raw -391392.595283 + Penalty 2649.464355 = -388743.130928
  nChanged 29
		SP:Iteration 29Q (5411.210000 sec): 3 clusters
  Score: Raw -391406.204305 + Penalty 2649.464355 = -388756.739950
  nChanged 17
		SP:Iteration 30Q (5411.220000 sec): 3 clusters
  Score: Raw -391417.668059 + Penalty 2649.464355 = -388768.203704
  nChanged 21
		SP:Iteration 31Q (5411.230000 sec): 3 clusters
  Score: Raw -391428.315408 + Penalty 2649.464355 = -388778.851052
  nChanged 12
		SP:Iteration 32Q (5411.240000 sec): 3 clusters
  Score: Raw -391433.233135 + Penalty 2649.464355 = -388783.768780
  nChanged 9
		SP:Iteration 33Q (5411.240000 sec): 3 clusters
  Score: Raw -391437.532407 + Penalty 2649.464355 = -388788.068052
  nChanged 9
		SP:Iteration 34Q (5411.250000 sec): 3 clusters
  Score: Raw -391440.502942 + Penalty 2649.464355 = -388791.038587
  nChanged 6
		SP:Iteration 35Q (5411.260000 sec): 3 clusters
  Score: Raw -391444.842113 + Penalty 2649.464355 = -388795.377758
  nChanged 8
		SP:Iteration 36Q (5411.270000 sec): 3 clusters
  Score: Raw -391450.213884 + Penalty 2649.464355 = -388800.749529
  nChanged 9
		SP:Iteration 37Q (5411.270000 sec): 3 clusters
  Score: Raw -391454.604466 + Penalty 2649.464355 = -388805.140111
  nChanged 6
		SP:Iteration 38Q (5411.280000 sec): 3 clusters
  Score: Raw -391457.344151 + Penalty 2649.464355 = -388807.879796
  nChanged 10
		SP:Iteration 39Q (5411.290000 sec): 3 clusters
  Score: Raw -391461.660489 + Penalty 2649.464355 = -388812.196134
  nChanged 2
		SP:Iteration 40F (5411.300000 sec): 3 clusters
  Score: Raw -391461.930821 + Penalty 2649.464355 = -388812.466466
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5411.310000 sec): 2 clusters
  Score: Raw -151057.364158 + Penalty 1171.757999 = -149885.606159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5411.310000 sec): 3 clusters
  Score: Raw -150558.059451 + Penalty 2343.515997 = -148214.543454
  nChanged 435
		SP:Iteration 1F (5411.310000 sec): 3 clusters
  Score: Raw -150873.372621 + Penalty 2343.515997 = -148529.856624
  nChanged 102
		SP:Iteration 2F (5411.320000 sec): 3 clusters
  Score: Raw -150979.933253 + Penalty 2343.515997 = -148636.417255
  nChanged 76
		SP:Iteration 3F (5411.320000 sec): 3 clusters
  Score: Raw -151073.179738 + Penalty 2343.515997 = -148729.663741
  nChanged 59
		SP:Iteration 4Q (5411.320000 sec): 3 clusters
  Score: Raw -151139.953743 + Penalty 2343.515997 = -148796.437746
  nChanged 50
		SP:Iteration 5Q (5411.330000 sec): 3 clusters
  Score: Raw -151215.327466 + Penalty 2343.515997 = -148871.811469
  nChanged 49
		SP:Iteration 6Q (5411.330000 sec): 3 clusters
  Score: Raw -151301.518342 + Penalty 2343.515997 = -148958.002344
  nChanged 56
		SP:Iteration 7Q (5411.330000 sec): 3 clusters
  Score: Raw -151388.351798 + Penalty 2343.515997 = -149044.835801
  nChanged 50
		SP:Iteration 8Q (5411.340000 sec): 3 clusters
  Score: Raw -151484.989724 + Penalty 2343.515997 = -149141.473726
  nChanged 58
		SP:Iteration 9Q (5411.340000 sec): 3 clusters
  Score: Raw -151578.988763 + Penalty 2343.515997 = -149235.472765
  nChanged 55
		SP:Iteration 10Q (5411.340000 sec): 3 clusters
  Score: Raw -151690.382619 + Penalty 2343.515997 = -149346.866622
  nChanged 44
		SP:Iteration 11Q (5411.340000 sec): 3 clusters
  Score: Raw -151736.104656 + Penalty 2343.515997 = -149392.588659
  nChanged 21
		SP:Iteration 12Q (5411.350000 sec): 3 clusters
  Score: Raw -151769.302287 + Penalty 2343.515997 = -149425.786289
  nChanged 21
		SP:Iteration 13Q (5411.350000 sec): 3 clusters
  Score: Raw -151805.798031 + Penalty 2343.515997 = -149462.282034
  nChanged 18
		SP:Iteration 14Q (5411.350000 sec): 3 clusters
  Score: Raw -151836.030435 + Penalty 2343.515997 = -149492.514438
  nChanged 14
		SP:Iteration 15Q (5411.360000 sec): 3 clusters
  Score: Raw -151855.519746 + Penalty 2343.515997 = -149512.003749
  nChanged 11
		SP:Iteration 16Q (5411.360000 sec): 3 clusters
  Score: Raw -151872.025679 + Penalty 2343.515997 = -149528.509682
  nChanged 13
		SP:Iteration 17Q (5411.360000 sec): 3 clusters
  Score: Raw -151899.498126 + Penalty 2343.515997 = -149555.982129
  nChanged 14
		SP:Iteration 18Q (5411.360000 sec): 3 clusters
  Score: Raw -151927.292252 + Penalty 2343.515997 = -149583.776255
  nChanged 7
		SP:Iteration 19Q (5411.370000 sec): 3 clusters
  Score: Raw -151940.374122 + Penalty 2343.515997 = -149596.858125
  nChanged 6
		SP:Iteration 20F (5411.370000 sec): 3 clusters
  Score: Raw -151947.576696 + Penalty 2343.515997 = -149604.060699
  nChanged 6
		SP:Iteration 21Q (5411.370000 sec): 3 clusters
  Score: Raw -151956.892277 + Penalty 2343.515997 = -149613.376279
  nChanged 7
		SP:Iteration 22Q (5411.380000 sec): 3 clusters
  Score: Raw -151968.562369 + Penalty 2343.515997 = -149625.046372
  nChanged 6
		SP:Iteration 23Q (5411.380000 sec): 3 clusters
  Score: Raw -151979.376518 + Penalty 2343.515997 = -149635.860521
  nChanged 3
		SP:Iteration 24Q (5411.380000 sec): 3 clusters
  Score: Raw -151984.540407 + Penalty 2343.515997 = -149641.024409
  nChanged 4
		SP:Iteration 25Q (5411.380000 sec): 3 clusters
  Score: Raw -151990.525552 + Penalty 2343.515997 = -149647.009554
  nChanged 3
		SP:Iteration 26Q (5411.380000 sec): 3 clusters
  Score: Raw -151994.488508 + Penalty 2343.515997 = -149650.972511
  nChanged 4
		SP:Iteration 27Q (5411.390000 sec): 3 clusters
  Score: Raw -152002.242803 + Penalty 2343.515997 = -149658.726806
  nChanged 4
		SP:Iteration 28Q (5411.390000 sec): 3 clusters
  Score: Raw -152006.059026 + Penalty 2343.515997 = -149662.543029
  nChanged 0
		SP:Iteration 29F (5411.390000 sec): 3 clusters
  Score: Raw -152006.059026 + Penalty 2343.515997 = -149662.543029
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (57562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5411.570000 sec): 2 clusters
  Score: Raw -6772399.635471 + Penalty 1781.100410 = -6770618.535061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5411.720000 sec): 3 clusters
  Score: Raw -6735614.025939 + Penalty 3562.200820 = -6732051.825119
  nChanged 27165
		SP:Iteration 1F (5411.870000 sec): 3 clusters
  Score: Raw -6751335.050730 + Penalty 3562.200820 = -6747772.849910
  nChanged 2857
		SP:Iteration 2Q (5412.030000 sec): 3 clusters
  Score: Raw -6752564.311259 + Penalty 3562.200820 = -6749002.110439
  nChanged 3524
		SP:Iteration 3F (5412.180000 sec): 3 clusters
  Score: Raw -6754592.949934 + Penalty 3562.200820 = -6751030.749114
  nChanged 4566
		SP:Iteration 4F (5412.330000 sec): 3 clusters
  Score: Raw -6758043.258370 + Penalty 3562.200820 = -6754481.057550
  nChanged 5259
		SP:Iteration 5F (5412.480000 sec): 3 clusters
  Score: Raw -6762856.062989 + Penalty 3562.200820 = -6759293.862169
  nChanged 4814
		SP:Iteration 6F (5412.640000 sec): 3 clusters
  Score: Raw -6767592.698142 + Penalty 3562.200820 = -6764030.497322
  nChanged 3103
		SP:Iteration 7F (5412.790000 sec): 3 clusters
  Score: Raw -6770577.038354 + Penalty 3562.200820 = -6767014.837535
  nChanged 1492
		SP:Iteration 8Q (5412.930000 sec): 3 clusters
  Score: Raw -6771963.665976 + Penalty 3562.200820 = -6768401.465156
  nChanged 592
		SP:Iteration 9Q (5413.070000 sec): 3 clusters
  Score: Raw -6772576.864397 + Penalty 3562.200820 = -6769014.663578
  nChanged 241
		SP:Iteration 10Q (5413.190000 sec): 3 clusters
  Score: Raw -6772822.882826 + Penalty 3562.200820 = -6769260.682006
  nChanged 103
		SP:Iteration 11Q (5413.300000 sec): 3 clusters
  Score: Raw -6772925.013992 + Penalty 3562.200820 = -6769362.813172
  nChanged 81
		SP:Iteration 12Q (5413.420000 sec): 3 clusters
  Score: Raw -6772996.010102 + Penalty 3562.200820 = -6769433.809282
  nChanged 46
		SP:Iteration 13Q (5413.520000 sec): 3 clusters
  Score: Raw -6773024.982743 + Penalty 3562.200820 = -6769462.781923
  nChanged 36
		SP:Iteration 14Q (5413.630000 sec): 3 clusters
  Score: Raw -6773053.668656 + Penalty 3562.200820 = -6769491.467836
  nChanged 29
		SP:Iteration 15Q (5413.740000 sec): 3 clusters
  Score: Raw -6773081.162697 + Penalty 3562.200820 = -6769518.961877
  nChanged 23
		SP:Iteration 16Q (5413.850000 sec): 3 clusters
  Score: Raw -6773106.313026 + Penalty 3562.200820 = -6769544.112206
  nChanged 28
		SP:Iteration 17Q (5413.950000 sec): 3 clusters
  Score: Raw -6773137.697196 + Penalty 3562.200820 = -6769575.496376
  nChanged 30
		SP:Iteration 18Q (5414.060000 sec): 3 clusters
  Score: Raw -6773164.783356 + Penalty 3562.200820 = -6769602.582536
  nChanged 28
		SP:Iteration 19Q (5414.160000 sec): 3 clusters
  Score: Raw -6773186.811211 + Penalty 3562.200820 = -6769624.610391
  nChanged 25
		SP:Iteration 20F (5414.320000 sec): 3 clusters
  Score: Raw -6773207.335337 + Penalty 3562.200820 = -6769645.134517
  nChanged 22
		SP:Iteration 21Q (5414.420000 sec): 3 clusters
  Score: Raw -6773221.505175 + Penalty 3562.200820 = -6769659.304355
  nChanged 18
		SP:Iteration 22Q (5414.530000 sec): 3 clusters
  Score: Raw -6773229.401619 + Penalty 3562.200820 = -6769667.200799
  nChanged 9
		SP:Iteration 23Q (5414.640000 sec): 3 clusters
  Score: Raw -6773232.828884 + Penalty 3562.200820 = -6769670.628064
  nChanged 4
		SP:Iteration 24Q (5414.740000 sec): 3 clusters
  Score: Raw -6773234.423372 + Penalty 3562.200820 = -6769672.222552
  nChanged 3
		SP:Iteration 25Q (5414.850000 sec): 3 clusters
  Score: Raw -6773235.377434 + Penalty 3562.200820 = -6769673.176614
  nChanged 2
		SP:Iteration 26Q (5414.950000 sec): 3 clusters
  Score: Raw -6773236.249072 + Penalty 3562.200820 = -6769674.048252
  nChanged 2
		SP:Iteration 27Q (5415.060000 sec): 3 clusters
  Score: Raw -6773236.745246 + Penalty 3562.200820 = -6769674.544426
  nChanged 0
		SP:Iteration 28F (5415.210000 sec): 3 clusters
  Score: Raw -6773236.745246 + Penalty 3562.200820 = -6769674.544426
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5415.240000 sec): 2 clusters
  Score: Raw -103236.856943 + Penalty 1113.489417 = -102123.367526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5415.250000 sec): 3 clusters
  Score: Raw -102939.289343 + Penalty 2226.978835 = -100712.310508
  nChanged 291
		SP:Iteration 1F (5415.250000 sec): 3 clusters
  Score: Raw -103199.171923 + Penalty 2226.978835 = -100972.193088
  nChanged 69
		SP:Iteration 2F (5415.250000 sec): 3 clusters
  Score: Raw -103278.253448 + Penalty 2226.978835 = -101051.274613
  nChanged 44
		SP:Iteration 3Q (5415.260000 sec): 3 clusters
  Score: Raw -103324.312784 + Penalty 2226.978835 = -101097.333949
  nChanged 24
		SP:Iteration 4Q (5415.260000 sec): 3 clusters
  Score: Raw -103349.362361 + Penalty 2226.978835 = -101122.383526
  nChanged 19
		SP:Iteration 5Q (5415.260000 sec): 3 clusters
  Score: Raw -103373.433821 + Penalty 2226.978835 = -101146.454986
  nChanged 7
		SP:Iteration 6Q (5415.260000 sec): 3 clusters
  Score: Raw -103381.173178 + Penalty 2226.978835 = -101154.194343
  nChanged 11
		SP:Iteration 7Q (5415.260000 sec): 3 clusters
  Score: Raw -103391.222490 + Penalty 2226.978835 = -101164.243655
  nChanged 5
		SP:Iteration 8Q (5415.270000 sec): 3 clusters
  Score: Raw -103395.059263 + Penalty 2226.978835 = -101168.080428
  nChanged 6
		SP:Iteration 9Q (5415.270000 sec): 3 clusters
  Score: Raw -103400.018357 + Penalty 2226.978835 = -101173.039522
  nChanged 7
		SP:Iteration 10Q (5415.270000 sec): 3 clusters
  Score: Raw -103405.469732 + Penalty 2226.978835 = -101178.490898
  nChanged 8
		SP:Iteration 11Q (5415.270000 sec): 3 clusters
  Score: Raw -103414.995972 + Penalty 2226.978835 = -101188.017137
  nChanged 7
		SP:Iteration 12Q (5415.280000 sec): 3 clusters
  Score: Raw -103422.717993 + Penalty 2226.978835 = -101195.739158
  nChanged 4
		SP:Iteration 13Q (5415.280000 sec): 3 clusters
  Score: Raw -103427.017793 + Penalty 2226.978835 = -101200.038958
  nChanged 4
		SP:Iteration 14Q (5415.280000 sec): 3 clusters
  Score: Raw -103430.173114 + Penalty 2226.978835 = -101203.194279
  nChanged 1
		SP:Iteration 15Q (5415.280000 sec): 3 clusters
  Score: Raw -103430.644883 + Penalty 2226.978835 = -101203.666048
  nChanged 0
		SP:Iteration 16F (5415.280000 sec): 3 clusters
  Score: Raw -103430.644883 + Penalty 2226.978835 = -101203.666048
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (9166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5415.320000 sec): 2 clusters
  Score: Raw -1020143.904657 + Penalty 1482.529143 = -1018661.375514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5415.340000 sec): 3 clusters
  Score: Raw -1014985.425091 + Penalty 2965.058286 = -1012020.366805
  nChanged 3963
		SP:Iteration 1F (5415.360000 sec): 3 clusters
  Score: Raw -1017154.231301 + Penalty 2965.058286 = -1014189.173015
  nChanged 620
		SP:Iteration 2F (5415.400000 sec): 3 clusters
  Score: Raw -1017450.613912 + Penalty 2965.058286 = -1014485.555626
  nChanged 473
		SP:Iteration 3F (5415.420000 sec): 3 clusters
  Score: Raw -1017673.335072 + Penalty 2965.058286 = -1014708.276786
  nChanged 421
		SP:Iteration 4Q (5415.440000 sec): 3 clusters
  Score: Raw -1017876.664294 + Penalty 2965.058286 = -1014911.606008
  nChanged 387
		SP:Iteration 5Q (5415.460000 sec): 3 clusters
  Score: Raw -1018069.100848 + Penalty 2965.058286 = -1015104.042562
  nChanged 360
		SP:Iteration 6Q (5415.490000 sec): 3 clusters
  Score: Raw -1018262.283036 + Penalty 2965.058286 = -1015297.224749
  nChanged 370
		SP:Iteration 7Q (5415.510000 sec): 3 clusters
  Score: Raw -1018467.584206 + Penalty 2965.058286 = -1015502.525920
  nChanged 358
		SP:Iteration 8Q (5415.530000 sec): 3 clusters
  Score: Raw -1018698.358604 + Penalty 2965.058286 = -1015733.300317
  nChanged 375
		SP:Iteration 9Q (5415.560000 sec): 3 clusters
  Score: Raw -1018946.346118 + Penalty 2965.058286 = -1015981.287832
  nChanged 342
		SP:Iteration 10Q (5415.580000 sec): 3 clusters
  Score: Raw -1019170.525961 + Penalty 2965.058286 = -1016205.467675
  nChanged 310
		SP:Iteration 11Q (5415.600000 sec): 3 clusters
  Score: Raw -1019375.646275 + Penalty 2965.058286 = -1016410.587989
  nChanged 277
		SP:Iteration 12Q (5415.620000 sec): 3 clusters
  Score: Raw -1019563.551451 + Penalty 2965.058286 = -1016598.493165
  nChanged 254
		SP:Iteration 13Q (5415.640000 sec): 3 clusters
  Score: Raw -1019735.183485 + Penalty 2965.058286 = -1016770.125199
  nChanged 208
		SP:Iteration 14Q (5415.660000 sec): 3 clusters
  Score: Raw -1019883.381208 + Penalty 2965.058286 = -1016918.322922
  nChanged 161
		SP:Iteration 15Q (5415.680000 sec): 3 clusters
  Score: Raw -1019992.529807 + Penalty 2965.058286 = -1017027.471521
  nChanged 122
		SP:Iteration 16Q (5415.700000 sec): 3 clusters
  Score: Raw -1020075.795855 + Penalty 2965.058286 = -1017110.737569
  nChanged 81
		SP:Iteration 17Q (5415.720000 sec): 3 clusters
  Score: Raw -1020139.234810 + Penalty 2965.058286 = -1017174.176524
  nChanged 60
		SP:Iteration 18Q (5415.740000 sec): 3 clusters
  Score: Raw -1020182.087008 + Penalty 2965.058286 = -1017217.028722
  nChanged 39
		SP:Iteration 19Q (5415.760000 sec): 3 clusters
  Score: Raw -1020216.036713 + Penalty 2965.058286 = -1017250.978427
  nChanged 30
		SP:Iteration 20F (5415.780000 sec): 3 clusters
  Score: Raw -1020242.271712 + Penalty 2965.058286 = -1017277.213425
  nChanged 23
		SP:Iteration 21Q (5415.800000 sec): 3 clusters
  Score: Raw -1020259.938496 + Penalty 2965.058286 = -1017294.880210
  nChanged 22
		SP:Iteration 22Q (5415.820000 sec): 3 clusters
  Score: Raw -1020278.636818 + Penalty 2965.058286 = -1017313.578531
  nChanged 21
		SP:Iteration 23Q (5415.840000 sec): 3 clusters
  Score: Raw -1020302.534734 + Penalty 2965.058286 = -1017337.476448
  nChanged 20
		SP:Iteration 24Q (5415.850000 sec): 3 clusters
  Score: Raw -1020319.943349 + Penalty 2965.058286 = -1017354.885063
  nChanged 16
		SP:Iteration 25Q (5415.870000 sec): 3 clusters
  Score: Raw -1020333.709216 + Penalty 2965.058286 = -1017368.650929
  nChanged 11
		SP:Iteration 26Q (5415.890000 sec): 3 clusters
  Score: Raw -1020344.254871 + Penalty 2965.058286 = -1017379.196584
  nChanged 9
		SP:Iteration 27Q (5415.900000 sec): 3 clusters
  Score: Raw -1020350.156393 + Penalty 2965.058286 = -1017385.098107
  nChanged 6
		SP:Iteration 28Q (5415.920000 sec): 3 clusters
  Score: Raw -1020352.547518 + Penalty 2965.058286 = -1017387.489232
  nChanged 3
		SP:Iteration 29Q (5415.940000 sec): 3 clusters
  Score: Raw -1020354.310158 + Penalty 2965.058286 = -1017389.251872
  nChanged 1
		SP:Iteration 30Q (5415.960000 sec): 3 clusters
  Score: Raw -1020354.995887 + Penalty 2965.058286 = -1017389.937600
  nChanged 1
		SP:Iteration 31Q (5415.970000 sec): 3 clusters
  Score: Raw -1020355.290166 + Penalty 2965.058286 = -1017390.231880
  nChanged 0
		SP:Iteration 32F (5416.000000 sec): 3 clusters
  Score: Raw -1020355.290166 + Penalty 2965.058286 = -1017390.231880
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5416.010000 sec): 2 clusters
  Score: Raw -318437.439918 + Penalty 1299.456255 = -317137.983663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5416.020000 sec): 3 clusters
  Score: Raw -317069.195406 + Penalty 2598.912510 = -314470.282897
  nChanged 1153
		SP:Iteration 1F (5416.020000 sec): 3 clusters
  Score: Raw -317821.129487 + Penalty 2598.912510 = -315222.216977
  nChanged 261
		SP:Iteration 2F (5416.030000 sec): 3 clusters
  Score: Raw -318083.856656 + Penalty 2598.912510 = -315484.944147
  nChanged 216
		SP:Iteration 3F (5416.040000 sec): 3 clusters
  Score: Raw -318324.889586 + Penalty 2598.912510 = -315725.977076
  nChanged 190
		SP:Iteration 4F (5416.050000 sec): 3 clusters
  Score: Raw -318542.213397 + Penalty 2598.912510 = -315943.300888
  nChanged 169
		SP:Iteration 5F (5416.060000 sec): 3 clusters
  Score: Raw -318710.509551 + Penalty 2598.912510 = -316111.597041
  nChanged 133
		SP:Iteration 6Q (5416.060000 sec): 3 clusters
  Score: Raw -318815.830955 + Penalty 2598.912510 = -316216.918445
  nChanged 94
		SP:Iteration 7Q (5416.070000 sec): 3 clusters
  Score: Raw -318872.970309 + Penalty 2598.912510 = -316274.057800
  nChanged 65
		SP:Iteration 8Q (5416.080000 sec): 3 clusters
  Score: Raw -318915.682906 + Penalty 2598.912510 = -316316.770397
  nChanged 53
		SP:Iteration 9Q (5416.080000 sec): 3 clusters
  Score: Raw -318946.289549 + Penalty 2598.912510 = -316347.377039
  nChanged 38
		SP:Iteration 10Q (5416.090000 sec): 3 clusters
  Score: Raw -318964.813170 + Penalty 2598.912510 = -316365.900660
  nChanged 27
		SP:Iteration 11Q (5416.100000 sec): 3 clusters
  Score: Raw -318982.113258 + Penalty 2598.912510 = -316383.200748
  nChanged 29
		SP:Iteration 12Q (5416.100000 sec): 3 clusters
  Score: Raw -319001.550790 + Penalty 2598.912510 = -316402.638280
  nChanged 23
		SP:Iteration 13Q (5416.110000 sec): 3 clusters
  Score: Raw -319014.252269 + Penalty 2598.912510 = -316415.339759
  nChanged 19
		SP:Iteration 14Q (5416.120000 sec): 3 clusters
  Score: Raw -319027.935911 + Penalty 2598.912510 = -316429.023402
  nChanged 25
		SP:Iteration 15Q (5416.120000 sec): 3 clusters
  Score: Raw -319040.268209 + Penalty 2598.912510 = -316441.355700
  nChanged 14
		SP:Iteration 16Q (5416.130000 sec): 3 clusters
  Score: Raw -319047.730009 + Penalty 2598.912510 = -316448.817500
  nChanged 16
		SP:Iteration 17Q (5416.140000 sec): 3 clusters
  Score: Raw -319058.069798 + Penalty 2598.912510 = -316459.157289
  nChanged 20
		SP:Iteration 18Q (5416.140000 sec): 3 clusters
  Score: Raw -319079.308552 + Penalty 2598.912510 = -316480.396042
  nChanged 36
		SP:Iteration 19Q (5416.150000 sec): 3 clusters
  Score: Raw -319129.885062 + Penalty 2598.912510 = -316530.972552
  nChanged 53
		SP:Iteration 20F (5416.160000 sec): 3 clusters
  Score: Raw -319191.261764 + Penalty 2598.912510 = -316592.349255
  nChanged 57
		SP:Iteration 21Q (5416.170000 sec): 3 clusters
  Score: Raw -319254.670705 + Penalty 2598.912510 = -316655.758196
  nChanged 50
		SP:Iteration 22Q (5416.170000 sec): 3 clusters
  Score: Raw -319286.763901 + Penalty 2598.912510 = -316687.851392
  nChanged 29
		SP:Iteration 23Q (5416.180000 sec): 3 clusters
  Score: Raw -319303.318241 + Penalty 2598.912510 = -316704.405731
  nChanged 25
		SP:Iteration 24Q (5416.190000 sec): 3 clusters
  Score: Raw -319317.361507 + Penalty 2598.912510 = -316718.448997
  nChanged 18
		SP:Iteration 25Q (5416.190000 sec): 3 clusters
  Score: Raw -319324.335019 + Penalty 2598.912510 = -316725.422509
  nChanged 9
		SP:Iteration 26Q (5416.200000 sec): 3 clusters
  Score: Raw -319327.299933 + Penalty 2598.912510 = -316728.387423
  nChanged 4
		SP:Iteration 27Q (5416.210000 sec): 3 clusters
  Score: Raw -319328.216019 + Penalty 2598.912510 = -316729.303510
  nChanged 3
		SP:Iteration 28Q (5416.210000 sec): 3 clusters
  Score: Raw -319329.676136 + Penalty 2598.912510 = -316730.763626
  nChanged 2
		SP:Iteration 29Q (5416.220000 sec): 3 clusters
  Score: Raw -319330.717388 + Penalty 2598.912510 = -316731.804878
  nChanged 2
		SP:Iteration 30Q (5416.230000 sec): 3 clusters
  Score: Raw -319332.574598 + Penalty 2598.912510 = -316733.662088
  nChanged 1
		SP:Iteration 31Q (5416.230000 sec): 3 clusters
  Score: Raw -319333.946429 + Penalty 2598.912510 = -316735.033920
  nChanged 2
		SP:Iteration 32Q (5416.240000 sec): 3 clusters
  Score: Raw -319334.625338 + Penalty 2598.912510 = -316735.712829
  nChanged 2
		SP:Iteration 33Q (5416.250000 sec): 3 clusters
  Score: Raw -319335.204425 + Penalty 2598.912510 = -316736.291916
  nChanged 3
		SP:Iteration 34Q (5416.250000 sec): 3 clusters
  Score: Raw -319336.665588 + Penalty 2598.912510 = -316737.753079
  nChanged 1
		SP:Iteration 35Q (5416.260000 sec): 3 clusters
  Score: Raw -319336.954583 + Penalty 2598.912510 = -316738.042073
  nChanged 0
		SP:Iteration 36F (5416.270000 sec): 3 clusters
  Score: Raw -319336.954583 + Penalty 2598.912510 = -316738.042073
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5416.280000 sec): 2 clusters
  Score: Raw -370646.356298 + Penalty 1311.217266 = -369335.139032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5416.290000 sec): 3 clusters
  Score: Raw -369124.394575 + Penalty 2622.434532 = -366501.960043
  nChanged 1201
		SP:Iteration 1F (5416.300000 sec): 3 clusters
  Score: Raw -369833.389669 + Penalty 2622.434532 = -367210.955137
  nChanged 234
		SP:Iteration 2F (5416.300000 sec): 3 clusters
  Score: Raw -369975.973200 + Penalty 2622.434532 = -367353.538668
  nChanged 152
		SP:Iteration 3Q (5416.310000 sec): 3 clusters
  Score: Raw -370063.626365 + Penalty 2622.434532 = -367441.191833
  nChanged 117
		SP:Iteration 4Q (5416.320000 sec): 3 clusters
  Score: Raw -370123.280215 + Penalty 2622.434532 = -367500.845683
  nChanged 89
		SP:Iteration 5Q (5416.320000 sec): 3 clusters
  Score: Raw -370167.023425 + Penalty 2622.434532 = -367544.588894
  nChanged 60
		SP:Iteration 6Q (5416.330000 sec): 3 clusters
  Score: Raw -370192.269221 + Penalty 2622.434532 = -367569.834689
  nChanged 60
		SP:Iteration 7Q (5416.340000 sec): 3 clusters
  Score: Raw -370220.368148 + Penalty 2622.434532 = -367597.933616
  nChanged 54
		SP:Iteration 8Q (5416.350000 sec): 3 clusters
  Score: Raw -370241.798534 + Penalty 2622.434532 = -367619.364003
  nChanged 57
		SP:Iteration 9Q (5416.360000 sec): 3 clusters
  Score: Raw -370271.170651 + Penalty 2622.434532 = -367648.736119
  nChanged 58
		SP:Iteration 10Q (5416.360000 sec): 3 clusters
  Score: Raw -370303.124030 + Penalty 2622.434532 = -367680.689498
  nChanged 63
		SP:Iteration 11Q (5416.370000 sec): 3 clusters
  Score: Raw -370336.297518 + Penalty 2622.434532 = -367713.862986
  nChanged 68
		SP:Iteration 12Q (5416.380000 sec): 3 clusters
  Score: Raw -370366.509497 + Penalty 2622.434532 = -367744.074965
  nChanged 43
		SP:Iteration 13Q (5416.390000 sec): 3 clusters
  Score: Raw -370384.698319 + Penalty 2622.434532 = -367762.263787
  nChanged 34
		SP:Iteration 14Q (5416.400000 sec): 3 clusters
  Score: Raw -370404.500796 + Penalty 2622.434532 = -367782.066264
  nChanged 28
		SP:Iteration 15Q (5416.400000 sec): 3 clusters
  Score: Raw -370416.354236 + Penalty 2622.434532 = -367793.919704
  nChanged 32
		SP:Iteration 16Q (5416.410000 sec): 3 clusters
  Score: Raw -370430.429416 + Penalty 2622.434532 = -367807.994885
  nChanged 34
		SP:Iteration 17Q (5416.420000 sec): 3 clusters
  Score: Raw -370445.383842 + Penalty 2622.434532 = -367822.949310
  nChanged 28
		SP:Iteration 18Q (5416.430000 sec): 3 clusters
  Score: Raw -370458.179121 + Penalty 2622.434532 = -367835.744589
  nChanged 32
		SP:Iteration 19Q (5416.440000 sec): 3 clusters
  Score: Raw -370473.361389 + Penalty 2622.434532 = -367850.926857
  nChanged 35
		SP:Iteration 20F (5416.440000 sec): 3 clusters
  Score: Raw -370490.361047 + Penalty 2622.434532 = -367867.926515
  nChanged 33
		SP:Iteration 21Q (5416.450000 sec): 3 clusters
  Score: Raw -370510.010544 + Penalty 2622.434532 = -367887.576012
  nChanged 42
		SP:Iteration 22Q (5416.460000 sec): 3 clusters
  Score: Raw -370531.336145 + Penalty 2622.434532 = -367908.901613
  nChanged 36
		SP:Iteration 23Q (5416.460000 sec): 3 clusters
  Score: Raw -370547.362909 + Penalty 2622.434532 = -367924.928377
  nChanged 32
		SP:Iteration 24Q (5416.470000 sec): 3 clusters
  Score: Raw -370562.212716 + Penalty 2622.434532 = -367939.778184
  nChanged 24
		SP:Iteration 25Q (5416.480000 sec): 3 clusters
  Score: Raw -370573.296596 + Penalty 2622.434532 = -367950.862064
  nChanged 23
		SP:Iteration 26Q (5416.490000 sec): 3 clusters
  Score: Raw -370581.274552 + Penalty 2622.434532 = -367958.840020
  nChanged 21
		SP:Iteration 27Q (5416.500000 sec): 3 clusters
  Score: Raw -370591.142614 + Penalty 2622.434532 = -367968.708082
  nChanged 20
		SP:Iteration 28Q (5416.500000 sec): 3 clusters
  Score: Raw -370601.293571 + Penalty 2622.434532 = -367978.859039
  nChanged 22
		SP:Iteration 29Q (5416.510000 sec): 3 clusters
  Score: Raw -370611.980877 + Penalty 2622.434532 = -367989.546345
  nChanged 20
		SP:Iteration 30Q (5416.520000 sec): 3 clusters
  Score: Raw -370621.009827 + Penalty 2622.434532 = -367998.575295
  nChanged 20
		SP:Iteration 31Q (5416.520000 sec): 3 clusters
  Score: Raw -370628.860101 + Penalty 2622.434532 = -368006.425569
  nChanged 21
		SP:Iteration 32Q (5416.530000 sec): 3 clusters
  Score: Raw -370637.392050 + Penalty 2622.434532 = -368014.957518
  nChanged 20
		SP:Iteration 33Q (5416.540000 sec): 3 clusters
  Score: Raw -370646.237135 + Penalty 2622.434532 = -368023.802603
  nChanged 21
		SP:Iteration 34Q (5416.550000 sec): 3 clusters
  Score: Raw -370655.433535 + Penalty 2622.434532 = -368032.999003
  nChanged 22
		SP:Iteration 35Q (5416.560000 sec): 3 clusters
  Score: Raw -370666.817157 + Penalty 2622.434532 = -368044.382625
  nChanged 24
		SP:Iteration 36Q (5416.560000 sec): 3 clusters
  Score: Raw -370677.889462 + Penalty 2622.434532 = -368055.454930
  nChanged 22
		SP:Iteration 37Q (5416.570000 sec): 3 clusters
  Score: Raw -370688.823263 + Penalty 2622.434532 = -368066.388731
  nChanged 23
		SP:Iteration 38Q (5416.580000 sec): 3 clusters
  Score: Raw -370702.978701 + Penalty 2622.434532 = -368080.544169
  nChanged 19
		SP:Iteration 39Q (5416.580000 sec): 3 clusters
  Score: Raw -370714.369800 + Penalty 2622.434532 = -368091.935269
  nChanged 32
		SP:Iteration 40F (5416.590000 sec): 3 clusters
  Score: Raw -370730.244408 + Penalty 2622.434532 = -368107.809876
  nChanged 21
		SP:Iteration 41Q (5416.600000 sec): 3 clusters
  Score: Raw -370740.105545 + Penalty 2622.434532 = -368117.671013
  nChanged 13
		SP:Iteration 42Q (5416.600000 sec): 3 clusters
  Score: Raw -370744.957917 + Penalty 2622.434532 = -368122.523385
  nChanged 13
		SP:Iteration 43Q (5416.610000 sec): 3 clusters
  Score: Raw -370748.896724 + Penalty 2622.434532 = -368126.462192
  nChanged 11
		SP:Iteration 44Q (5416.620000 sec): 3 clusters
  Score: Raw -370752.556063 + Penalty 2622.434532 = -368130.121532
  nChanged 4
		SP:Iteration 45Q (5416.630000 sec): 3 clusters
  Score: Raw -370754.430708 + Penalty 2622.434532 = -368131.996176
  nChanged 4
		SP:Iteration 46Q (5416.630000 sec): 3 clusters
  Score: Raw -370756.365979 + Penalty 2622.434532 = -368133.931447
  nChanged 6
		SP:Iteration 47Q (5416.640000 sec): 3 clusters
  Score: Raw -370759.337912 + Penalty 2622.434532 = -368136.903380
  nChanged 6
		SP:Iteration 48Q (5416.650000 sec): 3 clusters
  Score: Raw -370761.770779 + Penalty 2622.434532 = -368139.336247
  nChanged 5
		SP:Iteration 49Q (5416.660000 sec): 3 clusters
  Score: Raw -370763.231082 + Penalty 2622.434532 = -368140.796550
  nChanged 8
		SP:Iteration 50Q (5416.660000 sec): 3 clusters
  Score: Raw -370765.674922 + Penalty 2622.434532 = -368143.240390
  nChanged 9
		SP:Iteration 51Q (5416.670000 sec): 3 clusters
  Score: Raw -370769.217155 + Penalty 2622.434532 = -368146.782623
  nChanged 9
		SP:Iteration 52Q (5416.680000 sec): 3 clusters
  Score: Raw -370773.626315 + Penalty 2622.434532 = -368151.191784
  nChanged 12
		SP:Iteration 53Q (5416.680000 sec): 3 clusters
  Score: Raw -370782.375532 + Penalty 2622.434532 = -368159.941000
  nChanged 13
		SP:Iteration 54Q (5416.690000 sec): 3 clusters
  Score: Raw -370791.956810 + Penalty 2622.434532 = -368169.522278
  nChanged 15
		SP:Iteration 55Q (5416.700000 sec): 3 clusters
  Score: Raw -370797.982698 + Penalty 2622.434532 = -368175.548167
  nChanged 16
		SP:Iteration 56Q (5416.700000 sec): 3 clusters
  Score: Raw -370804.303922 + Penalty 2622.434532 = -368181.869390
  nChanged 13
		SP:Iteration 57Q (5416.710000 sec): 3 clusters
  Score: Raw -370808.248084 + Penalty 2622.434532 = -368185.813552
  nChanged 8
		SP:Iteration 58Q (5416.720000 sec): 3 clusters
  Score: Raw -370811.713772 + Penalty 2622.434532 = -368189.279240
  nChanged 9
		SP:Iteration 59Q (5416.720000 sec): 3 clusters
  Score: Raw -370815.033365 + Penalty 2622.434532 = -368192.598833
  nChanged 7
		SP:Iteration 60F (5416.730000 sec): 3 clusters
  Score: Raw -370818.786159 + Penalty 2622.434532 = -368196.351627
  nChanged 4
		SP:Iteration 61Q (5416.740000 sec): 3 clusters
  Score: Raw -370820.765221 + Penalty 2622.434532 = -368198.330689
  nChanged 4
		SP:Iteration 62Q (5416.740000 sec): 3 clusters
  Score: Raw -370821.772605 + Penalty 2622.434532 = -368199.338073
  nChanged 0
		SP:Iteration 63F (5416.750000 sec): 3 clusters
  Score: Raw -370821.772605 + Penalty 2622.434532 = -368199.338073
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5416.800000 sec): 2 clusters
  Score: Raw -1527427.973108 + Penalty 1538.901479 = -1525889.071629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5416.830000 sec): 3 clusters
  Score: Raw -1519910.008248 + Penalty 3077.802958 = -1516832.205290
  nChanged 5738
		SP:Iteration 1F (5416.860000 sec): 3 clusters
  Score: Raw -1523155.594743 + Penalty 3077.802958 = -1520077.791785
  nChanged 818
		SP:Iteration 2F (5416.900000 sec): 3 clusters
  Score: Raw -1523555.497790 + Penalty 3077.802958 = -1520477.694832
  nChanged 732
		SP:Iteration 3F (5416.930000 sec): 3 clusters
  Score: Raw -1523943.496509 + Penalty 3077.802958 = -1520865.693551
  nChanged 703
		SP:Iteration 4F (5416.960000 sec): 3 clusters
  Score: Raw -1524346.673954 + Penalty 3077.802958 = -1521268.870996
  nChanged 724
		SP:Iteration 5F (5416.990000 sec): 3 clusters
  Score: Raw -1524777.752452 + Penalty 3077.802958 = -1521699.949494
  nChanged 737
		SP:Iteration 6F (5417.030000 sec): 3 clusters
  Score: Raw -1525228.863744 + Penalty 3077.802958 = -1522151.060786
  nChanged 694
		SP:Iteration 7F (5417.060000 sec): 3 clusters
  Score: Raw -1525649.950010 + Penalty 3077.802958 = -1522572.147052
  nChanged 670
		SP:Iteration 8F (5417.090000 sec): 3 clusters
  Score: Raw -1526091.066026 + Penalty 3077.802958 = -1523013.263068
  nChanged 566
		SP:Iteration 9Q (5417.120000 sec): 3 clusters
  Score: Raw -1526442.589453 + Penalty 3077.802958 = -1523364.786495
  nChanged 416
		SP:Iteration 10Q (5417.160000 sec): 3 clusters
  Score: Raw -1526709.689560 + Penalty 3077.802958 = -1523631.886602
  nChanged 381
		SP:Iteration 11Q (5417.190000 sec): 3 clusters
  Score: Raw -1526949.068047 + Penalty 3077.802958 = -1523871.265089
  nChanged 280
		SP:Iteration 12Q (5417.220000 sec): 3 clusters
  Score: Raw -1527125.847122 + Penalty 3077.802958 = -1524048.044164
  nChanged 248
		SP:Iteration 13Q (5417.250000 sec): 3 clusters
  Score: Raw -1527294.873793 + Penalty 3077.802958 = -1524217.070835
  nChanged 211
		SP:Iteration 14Q (5417.280000 sec): 3 clusters
  Score: Raw -1527423.529832 + Penalty 3077.802958 = -1524345.726874
  nChanged 164
		SP:Iteration 15Q (5417.310000 sec): 3 clusters
  Score: Raw -1527514.215983 + Penalty 3077.802958 = -1524436.413025
  nChanged 147
		SP:Iteration 16Q (5417.340000 sec): 3 clusters
  Score: Raw -1527597.921701 + Penalty 3077.802958 = -1524520.118743
  nChanged 107
		SP:Iteration 17Q (5417.370000 sec): 3 clusters
  Score: Raw -1527656.683475 + Penalty 3077.802958 = -1524578.880517
  nChanged 93
		SP:Iteration 18Q (5417.400000 sec): 3 clusters
  Score: Raw -1527705.107690 + Penalty 3077.802958 = -1524627.304732
  nChanged 74
		SP:Iteration 19Q (5417.420000 sec): 3 clusters
  Score: Raw -1527740.935984 + Penalty 3077.802958 = -1524663.133026
  nChanged 69
		SP:Iteration 20F (5417.460000 sec): 3 clusters
  Score: Raw -1527770.325539 + Penalty 3077.802958 = -1524692.522582
  nChanged 56
		SP:Iteration 21Q (5417.480000 sec): 3 clusters
  Score: Raw -1527795.162069 + Penalty 3077.802958 = -1524717.359111
  nChanged 48
		SP:Iteration 22Q (5417.510000 sec): 3 clusters
  Score: Raw -1527814.801857 + Penalty 3077.802958 = -1524736.998899
  nChanged 51
		SP:Iteration 23Q (5417.540000 sec): 3 clusters
  Score: Raw -1527835.262998 + Penalty 3077.802958 = -1524757.460040
  nChanged 37
		SP:Iteration 24Q (5417.560000 sec): 3 clusters
  Score: Raw -1527846.550387 + Penalty 3077.802958 = -1524768.747429
  nChanged 23
		SP:Iteration 25Q (5417.590000 sec): 3 clusters
  Score: Raw -1527853.059106 + Penalty 3077.802958 = -1524775.256148
  nChanged 16
		SP:Iteration 26Q (5417.610000 sec): 3 clusters
  Score: Raw -1527857.935755 + Penalty 3077.802958 = -1524780.132797
  nChanged 13
		SP:Iteration 27Q (5417.640000 sec): 3 clusters
  Score: Raw -1527863.048688 + Penalty 3077.802958 = -1524785.245730
  nChanged 16
		SP:Iteration 28Q (5417.660000 sec): 3 clusters
  Score: Raw -1527867.002309 + Penalty 3077.802958 = -1524789.199351
  nChanged 10
		SP:Iteration 29Q (5417.690000 sec): 3 clusters
  Score: Raw -1527868.980352 + Penalty 3077.802958 = -1524791.177394
  nChanged 4
		SP:Iteration 30Q (5417.710000 sec): 3 clusters
  Score: Raw -1527869.478566 + Penalty 3077.802958 = -1524791.675608
  nChanged 2
		SP:Iteration 31Q (5417.740000 sec): 3 clusters
  Score: Raw -1527869.709518 + Penalty 3077.802958 = -1524791.906560
  nChanged 1
		SP:Iteration 32Q (5417.760000 sec): 3 clusters
  Score: Raw -1527869.807207 + Penalty 3077.802958 = -1524792.004249
  nChanged 1
		SP:Iteration 33Q (5417.790000 sec): 3 clusters
  Score: Raw -1527869.866928 + Penalty 3077.802958 = -1524792.063970
  nChanged 0
		SP:Iteration 34F (5417.820000 sec): 3 clusters
  Score: Raw -1527869.866928 + Penalty 3077.802958 = -1524792.063970
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5417.840000 sec): 2 clusters
  Score: Raw -279173.862540 + Penalty 1271.991426 = -277901.871114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5417.840000 sec): 3 clusters
  Score: Raw -278073.025613 + Penalty 2543.982853 = -275529.042761
  nChanged 921
		SP:Iteration 1F (5417.850000 sec): 3 clusters
  Score: Raw -278621.550938 + Penalty 2543.982853 = -276077.568085
  nChanged 195
		SP:Iteration 2F (5417.860000 sec): 3 clusters
  Score: Raw -278755.367949 + Penalty 2543.982853 = -276211.385096
  nChanged 121
		SP:Iteration 3Q (5417.860000 sec): 3 clusters
  Score: Raw -278834.741995 + Penalty 2543.982853 = -276290.759142
  nChanged 85
		SP:Iteration 4Q (5417.870000 sec): 3 clusters
  Score: Raw -278877.156759 + Penalty 2543.982853 = -276333.173907
  nChanged 70
		SP:Iteration 5Q (5417.880000 sec): 3 clusters
  Score: Raw -278927.402823 + Penalty 2543.982853 = -276383.419971
  nChanged 78
		SP:Iteration 6Q (5417.880000 sec): 3 clusters
  Score: Raw -278972.004619 + Penalty 2543.982853 = -276428.021766
  nChanged 53
		SP:Iteration 7Q (5417.890000 sec): 3 clusters
  Score: Raw -279003.621708 + Penalty 2543.982853 = -276459.638856
  nChanged 45
		SP:Iteration 8Q (5417.890000 sec): 3 clusters
  Score: Raw -279032.805851 + Penalty 2543.982853 = -276488.822998
  nChanged 47
		SP:Iteration 9Q (5417.900000 sec): 3 clusters
  Score: Raw -279055.749066 + Penalty 2543.982853 = -276511.766213
  nChanged 37
		SP:Iteration 10Q (5417.900000 sec): 3 clusters
  Score: Raw -279072.171521 + Penalty 2543.982853 = -276528.188668
  nChanged 25
		SP:Iteration 11Q (5417.910000 sec): 3 clusters
  Score: Raw -279082.471744 + Penalty 2543.982853 = -276538.488892
  nChanged 27
		SP:Iteration 12Q (5417.920000 sec): 3 clusters
  Score: Raw -279098.551182 + Penalty 2543.982853 = -276554.568330
  nChanged 28
		SP:Iteration 13Q (5417.920000 sec): 3 clusters
  Score: Raw -279110.872735 + Penalty 2543.982853 = -276566.889883
  nChanged 22
		SP:Iteration 14Q (5417.930000 sec): 3 clusters
  Score: Raw -279121.128232 + Penalty 2543.982853 = -276577.145379
  nChanged 18
		SP:Iteration 15Q (5417.940000 sec): 3 clusters
  Score: Raw -279127.405470 + Penalty 2543.982853 = -276583.422618
  nChanged 13
		SP:Iteration 16Q (5417.940000 sec): 3 clusters
  Score: Raw -279131.004216 + Penalty 2543.982853 = -276587.021363
  nChanged 8
		SP:Iteration 17Q (5417.950000 sec): 3 clusters
  Score: Raw -279133.843100 + Penalty 2543.982853 = -276589.860247
  nChanged 9
		SP:Iteration 18Q (5417.960000 sec): 3 clusters
  Score: Raw -279136.130341 + Penalty 2543.982853 = -276592.147489
  nChanged 7
		SP:Iteration 19Q (5417.960000 sec): 3 clusters
  Score: Raw -279137.772011 + Penalty 2543.982853 = -276593.789158
  nChanged 10
		SP:Iteration 20F (5417.970000 sec): 3 clusters
  Score: Raw -279141.539543 + Penalty 2543.982853 = -276597.556691
  nChanged 12
		SP:Iteration 21Q (5417.970000 sec): 3 clusters
  Score: Raw -279144.506765 + Penalty 2543.982853 = -276600.523912
  nChanged 9
		SP:Iteration 22Q (5417.980000 sec): 3 clusters
  Score: Raw -279147.652945 + Penalty 2543.982853 = -276603.670092
  nChanged 6
		SP:Iteration 23Q (5417.980000 sec): 3 clusters
  Score: Raw -279149.283821 + Penalty 2543.982853 = -276605.300969
  nChanged 9
		SP:Iteration 24Q (5417.990000 sec): 3 clusters
  Score: Raw -279152.002469 + Penalty 2543.982853 = -276608.019617
  nChanged 6
		SP:Iteration 25Q (5418.000000 sec): 3 clusters
  Score: Raw -279154.811913 + Penalty 2543.982853 = -276610.829060
  nChanged 5
		SP:Iteration 26Q (5418.000000 sec): 3 clusters
  Score: Raw -279156.688641 + Penalty 2543.982853 = -276612.705788
  nChanged 2
		SP:Iteration 27Q (5418.010000 sec): 3 clusters
  Score: Raw -279157.458462 + Penalty 2543.982853 = -276613.475609
  nChanged 3
		SP:Iteration 28Q (5418.020000 sec): 3 clusters
  Score: Raw -279158.362112 + Penalty 2543.982853 = -276614.379259
  nChanged 3
		SP:Iteration 29Q (5418.020000 sec): 3 clusters
  Score: Raw -279159.022653 + Penalty 2543.982853 = -276615.039801
  nChanged 3
		SP:Iteration 30Q (5418.030000 sec): 3 clusters
  Score: Raw -279159.856175 + Penalty 2543.982853 = -276615.873323
  nChanged 3
		SP:Iteration 31Q (5418.040000 sec): 3 clusters
  Score: Raw -279160.709400 + Penalty 2543.982853 = -276616.726547
  nChanged 4
		SP:Iteration 32Q (5418.040000 sec): 3 clusters
  Score: Raw -279162.301190 + Penalty 2543.982853 = -276618.318338
  nChanged 4
		SP:Iteration 33Q (5418.050000 sec): 3 clusters
  Score: Raw -279163.387621 + Penalty 2543.982853 = -276619.404768
  nChanged 3
		SP:Iteration 34Q (5418.050000 sec): 3 clusters
  Score: Raw -279164.208752 + Penalty 2543.982853 = -276620.225900
  nChanged 0
		SP:Iteration 35F (5418.060000 sec): 3 clusters
  Score: Raw -279164.208752 + Penalty 2543.982853 = -276620.225900
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5418.080000 sec): 2 clusters
  Score: Raw -478127.892842 + Penalty 1365.253150 = -476762.639692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5418.090000 sec): 3 clusters
  Score: Raw -475897.307705 + Penalty 2730.506301 = -473166.801405
  nChanged 1740
		SP:Iteration 1F (5418.100000 sec): 3 clusters
  Score: Raw -476933.047609 + Penalty 2730.506301 = -474202.541309
  nChanged 362
		SP:Iteration 2F (5418.110000 sec): 3 clusters
  Score: Raw -477208.293394 + Penalty 2730.506301 = -474477.787094
  nChanged 280
		SP:Iteration 3F (5418.120000 sec): 3 clusters
  Score: Raw -477425.071275 + Penalty 2730.506301 = -474694.564975
  nChanged 244
		SP:Iteration 4F (5418.130000 sec): 3 clusters
  Score: Raw -477612.645643 + Penalty 2730.506301 = -474882.139342
  nChanged 212
		SP:Iteration 5Q (5418.140000 sec): 3 clusters
  Score: Raw -477769.653600 + Penalty 2730.506301 = -475039.147300
  nChanged 187
		SP:Iteration 6Q (5418.150000 sec): 3 clusters
  Score: Raw -477899.377530 + Penalty 2730.506301 = -475168.871229
  nChanged 171
		SP:Iteration 7Q (5418.160000 sec): 3 clusters
  Score: Raw -478016.714344 + Penalty 2730.506301 = -475286.208043
  nChanged 177
		SP:Iteration 8Q (5418.180000 sec): 3 clusters
  Score: Raw -478160.268413 + Penalty 2730.506301 = -475429.762113
  nChanged 166
		SP:Iteration 9Q (5418.180000 sec): 3 clusters
  Score: Raw -478293.875602 + Penalty 2730.506301 = -475563.369302
  nChanged 154
		SP:Iteration 10Q (5418.200000 sec): 3 clusters
  Score: Raw -478410.284243 + Penalty 2730.506301 = -475679.777942
  nChanged 136
		SP:Iteration 11Q (5418.210000 sec): 3 clusters
  Score: Raw -478508.768606 + Penalty 2730.506301 = -475778.262306
  nChanged 111
		SP:Iteration 12Q (5418.220000 sec): 3 clusters
  Score: Raw -478575.385745 + Penalty 2730.506301 = -475844.879445
  nChanged 95
		SP:Iteration 13Q (5418.230000 sec): 3 clusters
  Score: Raw -478633.479076 + Penalty 2730.506301 = -475902.972775
  nChanged 70
		SP:Iteration 14Q (5418.240000 sec): 3 clusters
  Score: Raw -478678.285065 + Penalty 2730.506301 = -475947.778764
  nChanged 72
		SP:Iteration 15Q (5418.250000 sec): 3 clusters
  Score: Raw -478724.331477 + Penalty 2730.506301 = -475993.825176
  nChanged 58
		SP:Iteration 16Q (5418.260000 sec): 3 clusters
  Score: Raw -478767.356142 + Penalty 2730.506301 = -476036.849841
  nChanged 53
		SP:Iteration 17Q (5418.270000 sec): 3 clusters
  Score: Raw -478803.093345 + Penalty 2730.506301 = -476072.587045
  nChanged 49
		SP:Iteration 18Q (5418.280000 sec): 3 clusters
  Score: Raw -478828.688723 + Penalty 2730.506301 = -476098.182423
  nChanged 39
		SP:Iteration 19Q (5418.290000 sec): 3 clusters
  Score: Raw -478846.483510 + Penalty 2730.506301 = -476115.977209
  nChanged 31
		SP:Iteration 20F (5418.300000 sec): 3 clusters
  Score: Raw -478859.854886 + Penalty 2730.506301 = -476129.348586
  nChanged 24
		SP:Iteration 21Q (5418.310000 sec): 3 clusters
  Score: Raw -478870.034664 + Penalty 2730.506301 = -476139.528363
  nChanged 24
		SP:Iteration 22Q (5418.320000 sec): 3 clusters
  Score: Raw -478885.007351 + Penalty 2730.506301 = -476154.501051
  nChanged 30
		SP:Iteration 23Q (5418.330000 sec): 3 clusters
  Score: Raw -478903.248374 + Penalty 2730.506301 = -476172.742073
  nChanged 29
		SP:Iteration 24Q (5418.340000 sec): 3 clusters
  Score: Raw -478916.890627 + Penalty 2730.506301 = -476186.384326
  nChanged 21
		SP:Iteration 25Q (5418.350000 sec): 3 clusters
  Score: Raw -478925.518659 + Penalty 2730.506301 = -476195.012358
  nChanged 19
		SP:Iteration 26Q (5418.360000 sec): 3 clusters
  Score: Raw -478932.573164 + Penalty 2730.506301 = -476202.066863
  nChanged 15
		SP:Iteration 27Q (5418.370000 sec): 3 clusters
  Score: Raw -478937.944354 + Penalty 2730.506301 = -476207.438053
  nChanged 10
		SP:Iteration 28Q (5418.380000 sec): 3 clusters
  Score: Raw -478940.757622 + Penalty 2730.506301 = -476210.251322
  nChanged 11
		SP:Iteration 29Q (5418.390000 sec): 3 clusters
  Score: Raw -478943.022108 + Penalty 2730.506301 = -476212.515807
  nChanged 6
		SP:Iteration 30Q (5418.400000 sec): 3 clusters
  Score: Raw -478944.361290 + Penalty 2730.506301 = -476213.854990
  nChanged 3
		SP:Iteration 31Q (5418.400000 sec): 3 clusters
  Score: Raw -478945.072454 + Penalty 2730.506301 = -476214.566153
  nChanged 1
		SP:Iteration 32Q (5418.420000 sec): 3 clusters
  Score: Raw -478945.700387 + Penalty 2730.506301 = -476215.194086
  nChanged 1
		SP:Iteration 33Q (5418.420000 sec): 3 clusters
  Score: Raw -478945.936617 + Penalty 2730.506301 = -476215.430316
  nChanged 0
		SP:Iteration 34F (5418.440000 sec): 3 clusters
  Score: Raw -478945.936617 + Penalty 2730.506301 = -476215.430316
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5418.450000 sec): 2 clusters
  Score: Raw -528539.507823 + Penalty 1377.105346 = -527162.402477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5418.460000 sec): 3 clusters
  Score: Raw -526100.230342 + Penalty 2754.210692 = -523346.019650
  nChanged 1972
		SP:Iteration 1F (5418.480000 sec): 3 clusters
  Score: Raw -527200.173243 + Penalty 2754.210692 = -524445.962551
  nChanged 341
		SP:Iteration 2F (5418.490000 sec): 3 clusters
  Score: Raw -527394.793163 + Penalty 2754.210692 = -524640.582471
  nChanged 246
		SP:Iteration 3F (5418.500000 sec): 3 clusters
  Score: Raw -527519.062634 + Penalty 2754.210692 = -524764.851942
  nChanged 194
		SP:Iteration 4Q (5418.510000 sec): 3 clusters
  Score: Raw -527643.819875 + Penalty 2754.210692 = -524889.609183
  nChanged 210
		SP:Iteration 5Q (5418.520000 sec): 3 clusters
  Score: Raw -527811.972821 + Penalty 2754.210692 = -525057.762129
  nChanged 216
		SP:Iteration 6Q (5418.540000 sec): 3 clusters
  Score: Raw -527961.924052 + Penalty 2754.210692 = -525207.713360
  nChanged 208
		SP:Iteration 7Q (5418.550000 sec): 3 clusters
  Score: Raw -528103.460689 + Penalty 2754.210692 = -525349.249997
  nChanged 222
		SP:Iteration 8Q (5418.560000 sec): 3 clusters
  Score: Raw -528251.944362 + Penalty 2754.210692 = -525497.733670
  nChanged 169
		SP:Iteration 9Q (5418.570000 sec): 3 clusters
  Score: Raw -528338.180179 + Penalty 2754.210692 = -525583.969487
  nChanged 121
		SP:Iteration 10Q (5418.580000 sec): 3 clusters
  Score: Raw -528398.465300 + Penalty 2754.210692 = -525644.254608
  nChanged 109
		SP:Iteration 11Q (5418.600000 sec): 3 clusters
  Score: Raw -528447.013373 + Penalty 2754.210692 = -525692.802681
  nChanged 94
		SP:Iteration 12Q (5418.610000 sec): 3 clusters
  Score: Raw -528493.475615 + Penalty 2754.210692 = -525739.264923
  nChanged 93
		SP:Iteration 13Q (5418.620000 sec): 3 clusters
  Score: Raw -528543.437065 + Penalty 2754.210692 = -525789.226373
  nChanged 86
		SP:Iteration 14Q (5418.630000 sec): 3 clusters
  Score: Raw -528581.798743 + Penalty 2754.210692 = -525827.588052
  nChanged 76
		SP:Iteration 15Q (5418.640000 sec): 3 clusters
  Score: Raw -528613.769126 + Penalty 2754.210692 = -525859.558434
  nChanged 69
		SP:Iteration 16Q (5418.660000 sec): 3 clusters
  Score: Raw -528639.171099 + Penalty 2754.210692 = -525884.960407
  nChanged 36
		SP:Iteration 17Q (5418.660000 sec): 3 clusters
  Score: Raw -528651.839933 + Penalty 2754.210692 = -525897.629241
  nChanged 28
		SP:Iteration 18Q (5418.680000 sec): 3 clusters
  Score: Raw -528659.757848 + Penalty 2754.210692 = -525905.547156
  nChanged 27
		SP:Iteration 19Q (5418.690000 sec): 3 clusters
  Score: Raw -528668.607923 + Penalty 2754.210692 = -525914.397231
  nChanged 26
		SP:Iteration 20F (5418.700000 sec): 3 clusters
  Score: Raw -528676.770323 + Penalty 2754.210692 = -525922.559631
  nChanged 31
		SP:Iteration 21Q (5418.710000 sec): 3 clusters
  Score: Raw -528687.103082 + Penalty 2754.210692 = -525932.892390
  nChanged 32
		SP:Iteration 22Q (5418.720000 sec): 3 clusters
  Score: Raw -528698.776708 + Penalty 2754.210692 = -525944.566016
  nChanged 26
		SP:Iteration 23Q (5418.740000 sec): 3 clusters
  Score: Raw -528706.888095 + Penalty 2754.210692 = -525952.677403
  nChanged 24
		SP:Iteration 24Q (5418.750000 sec): 3 clusters
  Score: Raw -528713.919361 + Penalty 2754.210692 = -525959.708669
  nChanged 16
		SP:Iteration 25Q (5418.760000 sec): 3 clusters
  Score: Raw -528718.673881 + Penalty 2754.210692 = -525964.463189
  nChanged 17
		SP:Iteration 26Q (5418.770000 sec): 3 clusters
  Score: Raw -528724.176479 + Penalty 2754.210692 = -525969.965787
  nChanged 20
		SP:Iteration 27Q (5418.780000 sec): 3 clusters
  Score: Raw -528729.968512 + Penalty 2754.210692 = -525975.757820
  nChanged 23
		SP:Iteration 28Q (5418.790000 sec): 3 clusters
  Score: Raw -528737.125460 + Penalty 2754.210692 = -525982.914768
  nChanged 18
		SP:Iteration 29Q (5418.800000 sec): 3 clusters
  Score: Raw -528741.645208 + Penalty 2754.210692 = -525987.434516
  nChanged 16
		SP:Iteration 30Q (5418.820000 sec): 3 clusters
  Score: Raw -528745.429434 + Penalty 2754.210692 = -525991.218742
  nChanged 15
		SP:Iteration 31Q (5418.830000 sec): 3 clusters
  Score: Raw -528751.126007 + Penalty 2754.210692 = -525996.915316
  nChanged 14
		SP:Iteration 32Q (5418.840000 sec): 3 clusters
  Score: Raw -528756.541445 + Penalty 2754.210692 = -526002.330753
  nChanged 13
		SP:Iteration 33Q (5418.850000 sec): 3 clusters
  Score: Raw -528761.604219 + Penalty 2754.210692 = -526007.393527
  nChanged 17
		SP:Iteration 34Q (5418.860000 sec): 3 clusters
  Score: Raw -528766.267516 + Penalty 2754.210692 = -526012.056824
  nChanged 16
		SP:Iteration 35Q (5418.870000 sec): 3 clusters
  Score: Raw -528770.820096 + Penalty 2754.210692 = -526016.609404
  nChanged 17
		SP:Iteration 36Q (5418.880000 sec): 3 clusters
  Score: Raw -528775.968014 + Penalty 2754.210692 = -526021.757322
  nChanged 20
		SP:Iteration 37Q (5418.890000 sec): 3 clusters
  Score: Raw -528780.865395 + Penalty 2754.210692 = -526026.654703
  nChanged 17
		SP:Iteration 38Q (5418.900000 sec): 3 clusters
  Score: Raw -528784.997871 + Penalty 2754.210692 = -526030.787179
  nChanged 26
		SP:Iteration 39Q (5418.920000 sec): 3 clusters
  Score: Raw -528792.135728 + Penalty 2754.210692 = -526037.925036
  nChanged 27
		SP:Iteration 40F (5418.930000 sec): 3 clusters
  Score: Raw -528799.559555 + Penalty 2754.210692 = -526045.348863
  nChanged 30
		SP:Iteration 41Q (5418.940000 sec): 3 clusters
  Score: Raw -528810.162275 + Penalty 2754.210692 = -526055.951583
  nChanged 38
		SP:Iteration 42Q (5418.950000 sec): 3 clusters
  Score: Raw -528824.379617 + Penalty 2754.210692 = -526070.168925
  nChanged 44
		SP:Iteration 43Q (5418.960000 sec): 3 clusters
  Score: Raw -528840.196945 + Penalty 2754.210692 = -526085.986253
  nChanged 35
		SP:Iteration 44Q (5418.970000 sec): 3 clusters
  Score: Raw -528854.188187 + Penalty 2754.210692 = -526099.977495
  nChanged 45
		SP:Iteration 45Q (5418.980000 sec): 3 clusters
  Score: Raw -528871.254235 + Penalty 2754.210692 = -526117.043543
  nChanged 29
		SP:Iteration 46Q (5418.990000 sec): 3 clusters
  Score: Raw -528881.089206 + Penalty 2754.210692 = -526126.878514
  nChanged 26
		SP:Iteration 47Q (5419.000000 sec): 3 clusters
  Score: Raw -528889.278758 + Penalty 2754.210692 = -526135.068066
  nChanged 21
		SP:Iteration 48Q (5419.020000 sec): 3 clusters
  Score: Raw -528897.881271 + Penalty 2754.210692 = -526143.670579
  nChanged 23
		SP:Iteration 49Q (5419.030000 sec): 3 clusters
  Score: Raw -528910.248393 + Penalty 2754.210692 = -526156.037701
  nChanged 21
		SP:Iteration 50Q (5419.040000 sec): 3 clusters
  Score: Raw -528916.931592 + Penalty 2754.210692 = -526162.720900
  nChanged 20
		SP:Iteration 51Q (5419.050000 sec): 3 clusters
  Score: Raw -528924.786434 + Penalty 2754.210692 = -526170.575742
  nChanged 23
		SP:Iteration 52Q (5419.060000 sec): 3 clusters
  Score: Raw -528935.583333 + Penalty 2754.210692 = -526181.372641
  nChanged 22
		SP:Iteration 53Q (5419.070000 sec): 3 clusters
  Score: Raw -528947.663127 + Penalty 2754.210692 = -526193.452435
  nChanged 28
		SP:Iteration 54Q (5419.080000 sec): 3 clusters
  Score: Raw -528961.888492 + Penalty 2754.210692 = -526207.677800
  nChanged 24
		SP:Iteration 55Q (5419.100000 sec): 3 clusters
  Score: Raw -528974.222390 + Penalty 2754.210692 = -526220.011698
  nChanged 25
		SP:Iteration 56Q (5419.100000 sec): 3 clusters
  Score: Raw -528989.008740 + Penalty 2754.210692 = -526234.798048
  nChanged 19
		SP:Iteration 57Q (5419.120000 sec): 3 clusters
  Score: Raw -528998.156018 + Penalty 2754.210692 = -526243.945326
  nChanged 17
		SP:Iteration 58Q (5419.130000 sec): 3 clusters
  Score: Raw -529005.150466 + Penalty 2754.210692 = -526250.939774
  nChanged 11
		SP:Iteration 59Q (5419.140000 sec): 3 clusters
  Score: Raw -529010.871170 + Penalty 2754.210692 = -526256.660478
  nChanged 13
		SP:Iteration 60F (5419.150000 sec): 3 clusters
  Score: Raw -529018.150782 + Penalty 2754.210692 = -526263.940090
  nChanged 17
		SP:Iteration 61Q (5419.160000 sec): 3 clusters
  Score: Raw -529025.519212 + Penalty 2754.210692 = -526271.308520
  nChanged 10
		SP:Iteration 62Q (5419.170000 sec): 3 clusters
  Score: Raw -529029.939322 + Penalty 2754.210692 = -526275.728630
  nChanged 8
		SP:Iteration 63Q (5419.180000 sec): 3 clusters
  Score: Raw -529033.064751 + Penalty 2754.210692 = -526278.854059
  nChanged 7
		SP:Iteration 64Q (5419.200000 sec): 3 clusters
  Score: Raw -529037.052067 + Penalty 2754.210692 = -526282.841375
  nChanged 12
		SP:Iteration 65Q (5419.200000 sec): 3 clusters
  Score: Raw -529042.934519 + Penalty 2754.210692 = -526288.723827
  nChanged 11
		SP:Iteration 66Q (5419.220000 sec): 3 clusters
  Score: Raw -529047.841445 + Penalty 2754.210692 = -526293.630753
  nChanged 5
		SP:Iteration 67Q (5419.230000 sec): 3 clusters
  Score: Raw -529051.925800 + Penalty 2754.210692 = -526297.715108
  nChanged 8
		SP:Iteration 68Q (5419.240000 sec): 3 clusters
  Score: Raw -529055.438426 + Penalty 2754.210692 = -526301.227734
  nChanged 7
		SP:Iteration 69Q (5419.250000 sec): 3 clusters
  Score: Raw -529058.935216 + Penalty 2754.210692 = -526304.724524
  nChanged 3
		SP:Iteration 70Q (5419.260000 sec): 3 clusters
  Score: Raw -529059.789636 + Penalty 2754.210692 = -526305.578944
  nChanged 6
		SP:Iteration 71Q (5419.270000 sec): 3 clusters
  Score: Raw -529062.986358 + Penalty 2754.210692 = -526308.775666
  nChanged 5
		SP:Iteration 72Q (5419.280000 sec): 3 clusters
  Score: Raw -529065.129267 + Penalty 2754.210692 = -526310.918575
  nChanged 3
		SP:Iteration 73Q (5419.290000 sec): 3 clusters
  Score: Raw -529067.705492 + Penalty 2754.210692 = -526313.494800
  nChanged 5
		SP:Iteration 74Q (5419.300000 sec): 3 clusters
  Score: Raw -529070.462885 + Penalty 2754.210692 = -526316.252193
  nChanged 5
		SP:Iteration 75Q (5419.310000 sec): 3 clusters
  Score: Raw -529073.307638 + Penalty 2754.210692 = -526319.096946
  nChanged 3
		SP:Iteration 76Q (5419.320000 sec): 3 clusters
  Score: Raw -529074.679044 + Penalty 2754.210692 = -526320.468352
  nChanged 3
		SP:Iteration 77Q (5419.340000 sec): 3 clusters
  Score: Raw -529075.960074 + Penalty 2754.210692 = -526321.749382
  nChanged 5
		SP:Iteration 78Q (5419.340000 sec): 3 clusters
  Score: Raw -529079.110917 + Penalty 2754.210692 = -526324.900225
  nChanged 3
		SP:Iteration 79Q (5419.360000 sec): 3 clusters
  Score: Raw -529080.073975 + Penalty 2754.210692 = -526325.863283
  nChanged 3
		SP:Iteration 80F (5419.370000 sec): 3 clusters
  Score: Raw -529081.646718 + Penalty 2754.210692 = -526327.436026
  nChanged 4
		SP:Iteration 81Q (5419.380000 sec): 3 clusters
  Score: Raw -529083.409045 + Penalty 2754.210692 = -526329.198353
  nChanged 4
		SP:Iteration 82Q (5419.390000 sec): 3 clusters
  Score: Raw -529086.477786 + Penalty 2754.210692 = -526332.267094
  nChanged 7
		SP:Iteration 83Q (5419.400000 sec): 3 clusters
  Score: Raw -529089.137840 + Penalty 2754.210692 = -526334.927148
  nChanged 4
		SP:Iteration 84Q (5419.410000 sec): 3 clusters
  Score: Raw -529090.728900 + Penalty 2754.210692 = -526336.518208
  nChanged 1
		SP:Iteration 85Q (5419.420000 sec): 3 clusters
  Score: Raw -529091.287861 + Penalty 2754.210692 = -526337.077169
  nChanged 1
		SP:Iteration 86Q (5419.430000 sec): 3 clusters
  Score: Raw -529091.515817 + Penalty 2754.210692 = -526337.305125
  nChanged 1
		SP:Iteration 87Q (5419.440000 sec): 3 clusters
  Score: Raw -529092.056911 + Penalty 2754.210692 = -526337.846219
  nChanged 0
		SP:Iteration 88F (5419.460000 sec): 3 clusters
  Score: Raw -529092.056911 + Penalty 2754.210692 = -526337.846219
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5419.460000 sec): 2 clusters
  Score: Raw -142254.881570 + Penalty 1164.768992 = -141090.112577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5419.470000 sec): 3 clusters
  Score: Raw -141828.625898 + Penalty 2329.537985 = -139499.087913
  nChanged 383
		SP:Iteration 1F (5419.470000 sec): 3 clusters
  Score: Raw -142146.086491 + Penalty 2329.537985 = -139816.548506
  nChanged 87
		SP:Iteration 2F (5419.470000 sec): 3 clusters
  Score: Raw -142259.192442 + Penalty 2329.537985 = -139929.654457
  nChanged 71
		SP:Iteration 3F (5419.480000 sec): 3 clusters
  Score: Raw -142325.756077 + Penalty 2329.537985 = -139996.218092
  nChanged 43
		SP:Iteration 4Q (5419.480000 sec): 3 clusters
  Score: Raw -142372.814103 + Penalty 2329.537985 = -140043.276118
  nChanged 33
		SP:Iteration 5Q (5419.480000 sec): 3 clusters
  Score: Raw -142411.586125 + Penalty 2329.537985 = -140082.048140
  nChanged 27
		SP:Iteration 6Q (5419.490000 sec): 3 clusters
  Score: Raw -142459.858131 + Penalty 2329.537985 = -140130.320146
  nChanged 27
		SP:Iteration 7Q (5419.490000 sec): 3 clusters
  Score: Raw -142514.195061 + Penalty 2329.537985 = -140184.657076
  nChanged 41
		SP:Iteration 8Q (5419.490000 sec): 3 clusters
  Score: Raw -142584.426210 + Penalty 2329.537985 = -140254.888225
  nChanged 40
		SP:Iteration 9Q (5419.500000 sec): 3 clusters
  Score: Raw -142665.889897 + Penalty 2329.537985 = -140336.351912
  nChanged 38
		SP:Iteration 10Q (5419.500000 sec): 3 clusters
  Score: Raw -142712.828951 + Penalty 2329.537985 = -140383.290966
  nChanged 32
		SP:Iteration 11Q (5419.500000 sec): 3 clusters
  Score: Raw -142759.339952 + Penalty 2329.537985 = -140429.801967
  nChanged 29
		SP:Iteration 12Q (5419.500000 sec): 3 clusters
  Score: Raw -142792.904680 + Penalty 2329.537985 = -140463.366695
  nChanged 20
		SP:Iteration 13Q (5419.510000 sec): 3 clusters
  Score: Raw -142818.780706 + Penalty 2329.537985 = -140489.242721
  nChanged 22
		SP:Iteration 14Q (5419.510000 sec): 3 clusters
  Score: Raw -142833.386133 + Penalty 2329.537985 = -140503.848148
  nChanged 10
		SP:Iteration 15Q (5419.510000 sec): 3 clusters
  Score: Raw -142840.229644 + Penalty 2329.537985 = -140510.691659
  nChanged 9
		SP:Iteration 16Q (5419.520000 sec): 3 clusters
  Score: Raw -142847.206885 + Penalty 2329.537985 = -140517.668900
  nChanged 10
		SP:Iteration 17Q (5419.520000 sec): 3 clusters
  Score: Raw -142855.090303 + Penalty 2329.537985 = -140525.552318
  nChanged 11
		SP:Iteration 18Q (5419.520000 sec): 3 clusters
  Score: Raw -142861.226014 + Penalty 2329.537985 = -140531.688030
  nChanged 10
		SP:Iteration 19Q (5419.520000 sec): 3 clusters
  Score: Raw -142867.372330 + Penalty 2329.537985 = -140537.834345
  nChanged 9
		SP:Iteration 20F (5419.530000 sec): 3 clusters
  Score: Raw -142874.589620 + Penalty 2329.537985 = -140545.051636
  nChanged 13
		SP:Iteration 21Q (5419.530000 sec): 3 clusters
  Score: Raw -142886.259801 + Penalty 2329.537985 = -140556.721816
  nChanged 17
		SP:Iteration 22Q (5419.530000 sec): 3 clusters
  Score: Raw -142906.447139 + Penalty 2329.537985 = -140576.909154
  nChanged 19
		SP:Iteration 23Q (5419.540000 sec): 3 clusters
  Score: Raw -142928.835290 + Penalty 2329.537985 = -140599.297305
  nChanged 10
		SP:Iteration 24Q (5419.540000 sec): 3 clusters
  Score: Raw -142936.507917 + Penalty 2329.537985 = -140606.969932
  nChanged 8
		SP:Iteration 25Q (5419.540000 sec): 3 clusters
  Score: Raw -142941.976631 + Penalty 2329.537985 = -140612.438646
  nChanged 7
		SP:Iteration 26Q (5419.540000 sec): 3 clusters
  Score: Raw -142947.357280 + Penalty 2329.537985 = -140617.819295
  nChanged 6
		SP:Iteration 27Q (5419.550000 sec): 3 clusters
  Score: Raw -142951.766799 + Penalty 2329.537985 = -140622.228814
  nChanged 8
		SP:Iteration 28Q (5419.550000 sec): 3 clusters
  Score: Raw -142957.280883 + Penalty 2329.537985 = -140627.742898
  nChanged 6
		SP:Iteration 29Q (5419.550000 sec): 3 clusters
  Score: Raw -142967.358473 + Penalty 2329.537985 = -140637.820488
  nChanged 4
		SP:Iteration 30Q (5419.560000 sec): 3 clusters
  Score: Raw -142970.717942 + Penalty 2329.537985 = -140641.179957
  nChanged 1
		SP:Iteration 31Q (5419.560000 sec): 3 clusters
  Score: Raw -142971.488685 + Penalty 2329.537985 = -140641.950700
  nChanged 1
		SP:Iteration 32Q (5419.560000 sec): 3 clusters
  Score: Raw -142973.403024 + Penalty 2329.537985 = -140643.865039
  nChanged 3
		SP:Iteration 33Q (5419.560000 sec): 3 clusters
  Score: Raw -142974.608943 + Penalty 2329.537985 = -140645.070958
  nChanged 0
		SP:Iteration 34F (5419.570000 sec): 3 clusters
  Score: Raw -142974.608943 + Penalty 2329.537985 = -140645.070958
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (1094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5419.570000 sec): 2 clusters
  Score: Raw -110538.629668 + Penalty 1137.109347 = -109401.520320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5419.580000 sec): 3 clusters
  Score: Raw -110173.661454 + Penalty 2274.218694 = -107899.442760
  nChanged 337
		SP:Iteration 1F (5419.580000 sec): 3 clusters
  Score: Raw -110466.522640 + Penalty 2274.218694 = -108192.303945
  nChanged 95
		SP:Iteration 2F (5419.580000 sec): 3 clusters
  Score: Raw -110598.855150 + Penalty 2274.218694 = -108324.636456
  nChanged 69
		SP:Iteration 3F (5419.580000 sec): 3 clusters
  Score: Raw -110702.779398 + Penalty 2274.218694 = -108428.560704
  nChanged 52
		SP:Iteration 4Q (5419.590000 sec): 3 clusters
  Score: Raw -110777.028754 + Penalty 2274.218694 = -108502.810060
  nChanged 37
		SP:Iteration 5Q (5419.590000 sec): 3 clusters
  Score: Raw -110841.486733 + Penalty 2274.218694 = -108567.268038
  nChanged 33
		SP:Iteration 6Q (5419.590000 sec): 3 clusters
  Score: Raw -110878.266541 + Penalty 2274.218694 = -108604.047847
  nChanged 21
		SP:Iteration 7Q (5419.600000 sec): 3 clusters
  Score: Raw -110900.891901 + Penalty 2274.218694 = -108626.673207
  nChanged 9
		SP:Iteration 8Q (5419.600000 sec): 3 clusters
  Score: Raw -110908.561854 + Penalty 2274.218694 = -108634.343160
  nChanged 3
		SP:Iteration 9Q (5419.600000 sec): 3 clusters
  Score: Raw -110914.466106 + Penalty 2274.218694 = -108640.247411
  nChanged 4
		SP:Iteration 10Q (5419.600000 sec): 3 clusters
  Score: Raw -110918.308853 + Penalty 2274.218694 = -108644.090159
  nChanged 6
		SP:Iteration 11Q (5419.600000 sec): 3 clusters
  Score: Raw -110923.528091 + Penalty 2274.218694 = -108649.309396
  nChanged 3
		SP:Iteration 12Q (5419.610000 sec): 3 clusters
  Score: Raw -110925.170758 + Penalty 2274.218694 = -108650.952064
  nChanged 2
		SP:Iteration 13Q (5419.610000 sec): 3 clusters
  Score: Raw -110926.925257 + Penalty 2274.218694 = -108652.706562
  nChanged 1
		SP:Iteration 14Q (5419.610000 sec): 3 clusters
  Score: Raw -110928.289635 + Penalty 2274.218694 = -108654.070940
  nChanged 3
		SP:Iteration 15Q (5419.620000 sec): 3 clusters
  Score: Raw -110929.636754 + Penalty 2274.218694 = -108655.418059
  nChanged 0
		SP:Iteration 16F (5419.620000 sec): 3 clusters
  Score: Raw -110929.636754 + Penalty 2274.218694 = -108655.418059
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (33022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5419.720000 sec): 2 clusters
  Score: Raw -4042595.013207 + Penalty 1690.801009 = -4040904.212198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5419.810000 sec): 3 clusters
  Score: Raw -4022060.699779 + Penalty 3381.602018 = -4018679.097762
  nChanged 15350
		SP:Iteration 1F (5419.900000 sec): 3 clusters
  Score: Raw -4030798.267654 + Penalty 3381.602018 = -4027416.665637
  nChanged 1605
		SP:Iteration 2Q (5419.980000 sec): 3 clusters
  Score: Raw -4031465.699484 + Penalty 3381.602018 = -4028084.097466
  nChanged 1602
		SP:Iteration 3Q (5420.070000 sec): 3 clusters
  Score: Raw -4032269.124899 + Penalty 3381.602018 = -4028887.522881
  nChanged 1745
		SP:Iteration 4F (5420.160000 sec): 3 clusters
  Score: Raw -4033279.189154 + Penalty 3381.602018 = -4029897.587137
  nChanged 1956
		SP:Iteration 5F (5420.250000 sec): 3 clusters
  Score: Raw -4034537.728359 + Penalty 3381.602018 = -4031156.126342
  nChanged 2122
		SP:Iteration 6F (5420.340000 sec): 3 clusters
  Score: Raw -4036036.823332 + Penalty 3381.602018 = -4032655.221314
  nChanged 2113
		SP:Iteration 7F (5420.420000 sec): 3 clusters
  Score: Raw -4037616.508181 + Penalty 3381.602018 = -4034234.906163
  nChanged 1880
		SP:Iteration 8F (5420.510000 sec): 3 clusters
  Score: Raw -4038956.421465 + Penalty 3381.602018 = -4035574.819448
  nChanged 1440
		SP:Iteration 9Q (5420.590000 sec): 3 clusters
  Score: Raw -4039859.893818 + Penalty 3381.602018 = -4036478.291800
  nChanged 1056
		SP:Iteration 10Q (5420.680000 sec): 3 clusters
  Score: Raw -4040559.877543 + Penalty 3381.602018 = -4037178.275525
  nChanged 910
		SP:Iteration 11Q (5420.760000 sec): 3 clusters
  Score: Raw -4041197.862479 + Penalty 3381.602018 = -4037816.260461
  nChanged 834
		SP:Iteration 12Q (5420.840000 sec): 3 clusters
  Score: Raw -4041831.800487 + Penalty 3381.602018 = -4038450.198470
  nChanged 740
		SP:Iteration 13Q (5420.920000 sec): 3 clusters
  Score: Raw -4042349.935029 + Penalty 3381.602018 = -4038968.333011
  nChanged 603
		SP:Iteration 14Q (5421.000000 sec): 3 clusters
  Score: Raw -4042720.502024 + Penalty 3381.602018 = -4039338.900007
  nChanged 466
		SP:Iteration 15Q (5421.080000 sec): 3 clusters
  Score: Raw -4042962.534795 + Penalty 3381.602018 = -4039580.932778
  nChanged 347
		SP:Iteration 16Q (5421.150000 sec): 3 clusters
  Score: Raw -4043100.609911 + Penalty 3381.602018 = -4039719.007893
  nChanged 290
		SP:Iteration 17Q (5421.230000 sec): 3 clusters
  Score: Raw -4043197.352999 + Penalty 3381.602018 = -4039815.750981
  nChanged 241
		SP:Iteration 18Q (5421.300000 sec): 3 clusters
  Score: Raw -4043267.874380 + Penalty 3381.602018 = -4039886.272363
  nChanged 210
		SP:Iteration 19Q (5421.370000 sec): 3 clusters
  Score: Raw -4043323.113284 + Penalty 3381.602018 = -4039941.511267
  nChanged 188
		SP:Iteration 20F (5421.460000 sec): 3 clusters
  Score: Raw -4043365.714224 + Penalty 3381.602018 = -4039984.112206
  nChanged 153
		SP:Iteration 21Q (5421.530000 sec): 3 clusters
  Score: Raw -4043394.763971 + Penalty 3381.602018 = -4040013.161954
  nChanged 134
		SP:Iteration 22Q (5421.600000 sec): 3 clusters
  Score: Raw -4043416.633073 + Penalty 3381.602018 = -4040035.031056
  nChanged 102
		SP:Iteration 23Q (5421.680000 sec): 3 clusters
  Score: Raw -4043431.769364 + Penalty 3381.602018 = -4040050.167347
  nChanged 90
		SP:Iteration 24Q (5421.740000 sec): 3 clusters
  Score: Raw -4043443.736489 + Penalty 3381.602018 = -4040062.134471
  nChanged 75
		SP:Iteration 25Q (5421.820000 sec): 3 clusters
  Score: Raw -4043454.299747 + Penalty 3381.602018 = -4040072.697729
  nChanged 73
		SP:Iteration 26Q (5421.880000 sec): 3 clusters
  Score: Raw -4043463.455570 + Penalty 3381.602018 = -4040081.853552
  nChanged 56
		SP:Iteration 27Q (5421.960000 sec): 3 clusters
  Score: Raw -4043469.380902 + Penalty 3381.602018 = -4040087.778885
  nChanged 39
		SP:Iteration 28Q (5422.020000 sec): 3 clusters
  Score: Raw -4043473.211163 + Penalty 3381.602018 = -4040091.609145
  nChanged 41
		SP:Iteration 29Q (5422.100000 sec): 3 clusters
  Score: Raw -4043477.197950 + Penalty 3381.602018 = -4040095.595932
  nChanged 37
		SP:Iteration 30Q (5422.160000 sec): 3 clusters
  Score: Raw -4043480.700358 + Penalty 3381.602018 = -4040099.098340
  nChanged 34
		SP:Iteration 31Q (5422.240000 sec): 3 clusters
  Score: Raw -4043484.309397 + Penalty 3381.602018 = -4040102.707379
  nChanged 35
		SP:Iteration 32Q (5422.300000 sec): 3 clusters
  Score: Raw -4043488.235746 + Penalty 3381.602018 = -4040106.633729
  nChanged 32
		SP:Iteration 33Q (5422.370000 sec): 3 clusters
  Score: Raw -4043491.580369 + Penalty 3381.602018 = -4040109.978351
  nChanged 30
		SP:Iteration 34Q (5422.440000 sec): 3 clusters
  Score: Raw -4043495.029933 + Penalty 3381.602018 = -4040113.427915
  nChanged 32
		SP:Iteration 35Q (5422.510000 sec): 3 clusters
  Score: Raw -4043497.938600 + Penalty 3381.602018 = -4040116.336583
  nChanged 33
		SP:Iteration 36Q (5422.580000 sec): 3 clusters
  Score: Raw -4043501.483900 + Penalty 3381.602018 = -4040119.881883
  nChanged 39
		SP:Iteration 37Q (5422.650000 sec): 3 clusters
  Score: Raw -4043506.430905 + Penalty 3381.602018 = -4040124.828888
  nChanged 45
		SP:Iteration 38Q (5422.720000 sec): 3 clusters
  Score: Raw -4043511.390157 + Penalty 3381.602018 = -4040129.788139
  nChanged 41
		SP:Iteration 39Q (5422.780000 sec): 3 clusters
  Score: Raw -4043516.708986 + Penalty 3381.602018 = -4040135.106968
  nChanged 44
		SP:Iteration 40F (5422.870000 sec): 3 clusters
  Score: Raw -4043521.298070 + Penalty 3381.602018 = -4040139.696053
  nChanged 29
		SP:Iteration 41Q (5422.940000 sec): 3 clusters
  Score: Raw -4043524.118098 + Penalty 3381.602018 = -4040142.516080
  nChanged 26
		SP:Iteration 42Q (5423.010000 sec): 3 clusters
  Score: Raw -4043527.292745 + Penalty 3381.602018 = -4040145.690728
  nChanged 30
		SP:Iteration 43Q (5423.080000 sec): 3 clusters
  Score: Raw -4043530.146904 + Penalty 3381.602018 = -4040148.544887
  nChanged 30
		SP:Iteration 44Q (5423.150000 sec): 3 clusters
  Score: Raw -4043533.512425 + Penalty 3381.602018 = -4040151.910408
  nChanged 37
		SP:Iteration 45Q (5423.220000 sec): 3 clusters
  Score: Raw -4043537.637436 + Penalty 3381.602018 = -4040156.035418
  nChanged 35
		SP:Iteration 46Q (5423.290000 sec): 3 clusters
  Score: Raw -4043541.472990 + Penalty 3381.602018 = -4040159.870972
  nChanged 37
		SP:Iteration 47Q (5423.360000 sec): 3 clusters
  Score: Raw -4043545.968774 + Penalty 3381.602018 = -4040164.366756
  nChanged 35
		SP:Iteration 48Q (5423.420000 sec): 3 clusters
  Score: Raw -4043549.634967 + Penalty 3381.602018 = -4040168.032950
  nChanged 31
		SP:Iteration 49Q (5423.490000 sec): 3 clusters
  Score: Raw -4043552.167782 + Penalty 3381.602018 = -4040170.565765
  nChanged 25
		SP:Iteration 50Q (5423.560000 sec): 3 clusters
  Score: Raw -4043555.241806 + Penalty 3381.602018 = -4040173.639788
  nChanged 22
		SP:Iteration 51Q (5423.630000 sec): 3 clusters
  Score: Raw -4043558.091902 + Penalty 3381.602018 = -4040176.489884
  nChanged 29
		SP:Iteration 52Q (5423.700000 sec): 3 clusters
  Score: Raw -4043560.487180 + Penalty 3381.602018 = -4040178.885163
  nChanged 21
		SP:Iteration 53Q (5423.760000 sec): 3 clusters
  Score: Raw -4043562.257532 + Penalty 3381.602018 = -4040180.655515
  nChanged 17
		SP:Iteration 54Q (5423.830000 sec): 3 clusters
  Score: Raw -4043564.554183 + Penalty 3381.602018 = -4040182.952166
  nChanged 17
		SP:Iteration 55Q (5423.900000 sec): 3 clusters
  Score: Raw -4043566.225709 + Penalty 3381.602018 = -4040184.623691
  nChanged 20
		SP:Iteration 56Q (5423.960000 sec): 3 clusters
  Score: Raw -4043568.869613 + Penalty 3381.602018 = -4040187.267595
  nChanged 23
		SP:Iteration 57Q (5424.030000 sec): 3 clusters
  Score: Raw -4043571.047793 + Penalty 3381.602018 = -4040189.445775
  nChanged 16
		SP:Iteration 58Q (5424.100000 sec): 3 clusters
  Score: Raw -4043572.369286 + Penalty 3381.602018 = -4040190.767268
  nChanged 19
		SP:Iteration 59Q (5424.170000 sec): 3 clusters
  Score: Raw -4043574.137432 + Penalty 3381.602018 = -4040192.535415
  nChanged 15
		SP:Iteration 60F (5424.250000 sec): 3 clusters
  Score: Raw -4043575.050448 + Penalty 3381.602018 = -4040193.448430
  nChanged 11
		SP:Iteration 61Q (5424.320000 sec): 3 clusters
  Score: Raw -4043575.937694 + Penalty 3381.602018 = -4040194.335676
  nChanged 7
		SP:Iteration 62Q (5424.390000 sec): 3 clusters
  Score: Raw -4043576.440151 + Penalty 3381.602018 = -4040194.838134
  nChanged 10
		SP:Iteration 63Q (5424.460000 sec): 3 clusters
  Score: Raw -4043577.181144 + Penalty 3381.602018 = -4040195.579126
  nChanged 7
		SP:Iteration 64Q (5424.520000 sec): 3 clusters
  Score: Raw -4043577.797846 + Penalty 3381.602018 = -4040196.195828
  nChanged 2
		SP:Iteration 65Q (5424.590000 sec): 3 clusters
  Score: Raw -4043577.952657 + Penalty 3381.602018 = -4040196.350640
  nChanged 1
		SP:Iteration 66Q (5424.660000 sec): 3 clusters
  Score: Raw -4043578.072081 + Penalty 3381.602018 = -4040196.470063
  nChanged 2
		SP:Iteration 67Q (5424.720000 sec): 3 clusters
  Score: Raw -4043578.311285 + Penalty 3381.602018 = -4040196.709267
  nChanged 3
		SP:Iteration 68Q (5424.790000 sec): 3 clusters
  Score: Raw -4043578.617846 + Penalty 3381.602018 = -4040197.015829
  nChanged 5
		SP:Iteration 69Q (5424.860000 sec): 3 clusters
  Score: Raw -4043579.137300 + Penalty 3381.602018 = -4040197.535282
  nChanged 6
		SP:Iteration 70Q (5424.920000 sec): 3 clusters
  Score: Raw -4043579.706108 + Penalty 3381.602018 = -4040198.104090
  nChanged 8
		SP:Iteration 71Q (5424.990000 sec): 3 clusters
  Score: Raw -4043580.129058 + Penalty 3381.602018 = -4040198.527040
  nChanged 3
		SP:Iteration 72Q (5425.060000 sec): 3 clusters
  Score: Raw -4043580.338838 + Penalty 3381.602018 = -4040198.736820
  nChanged 4
		SP:Iteration 73Q (5425.130000 sec): 3 clusters
  Score: Raw -4043580.545249 + Penalty 3381.602018 = -4040198.943232
  nChanged 4
		SP:Iteration 74Q (5425.190000 sec): 3 clusters
  Score: Raw -4043580.716917 + Penalty 3381.602018 = -4040199.114899
  nChanged 1
		SP:Iteration 75Q (5425.260000 sec): 3 clusters
  Score: Raw -4043580.733162 + Penalty 3381.602018 = -4040199.131145
  nChanged 0
		SP:Iteration 76F (5425.350000 sec): 3 clusters
  Score: Raw -4043580.733162 + Penalty 3381.602018 = -4040199.131145
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5425.390000 sec): 2 clusters
  Score: Raw -1158252.829023 + Penalty 1497.442271 = -1156755.386751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5425.420000 sec): 3 clusters
  Score: Raw -1152579.182924 + Penalty 2994.884542 = -1149584.298382
  nChanged 4326
		SP:Iteration 1F (5425.440000 sec): 3 clusters
  Score: Raw -1154962.290666 + Penalty 2994.884542 = -1151967.406124
  nChanged 600
		SP:Iteration 2F (5425.470000 sec): 3 clusters
  Score: Raw -1155211.137964 + Penalty 2994.884542 = -1152216.253422
  nChanged 480
		SP:Iteration 3Q (5425.490000 sec): 3 clusters
  Score: Raw -1155406.372434 + Penalty 2994.884542 = -1152411.487892
  nChanged 399
		SP:Iteration 4Q (5425.520000 sec): 3 clusters
  Score: Raw -1155586.589247 + Penalty 2994.884542 = -1152591.704705
  nChanged 385
		SP:Iteration 5Q (5425.540000 sec): 3 clusters
  Score: Raw -1155776.218844 + Penalty 2994.884542 = -1152781.334302
  nChanged 395
		SP:Iteration 6Q (5425.570000 sec): 3 clusters
  Score: Raw -1155988.930634 + Penalty 2994.884542 = -1152994.046092
  nChanged 465
		SP:Iteration 7Q (5425.590000 sec): 3 clusters
  Score: Raw -1156250.647790 + Penalty 2994.884542 = -1153255.763247
  nChanged 445
		SP:Iteration 8Q (5425.620000 sec): 3 clusters
  Score: Raw -1156508.614215 + Penalty 2994.884542 = -1153513.729672
  nChanged 426
		SP:Iteration 9Q (5425.640000 sec): 3 clusters
  Score: Raw -1156762.873262 + Penalty 2994.884542 = -1153767.988720
  nChanged 418
		SP:Iteration 10Q (5425.670000 sec): 3 clusters
  Score: Raw -1157027.926119 + Penalty 2994.884542 = -1154033.041577
  nChanged 391
		SP:Iteration 11Q (5425.690000 sec): 3 clusters
  Score: Raw -1157303.877183 + Penalty 2994.884542 = -1154308.992641
  nChanged 376
		SP:Iteration 12Q (5425.720000 sec): 3 clusters
  Score: Raw -1157576.895107 + Penalty 2994.884542 = -1154582.010565
  nChanged 285
		SP:Iteration 13Q (5425.740000 sec): 3 clusters
  Score: Raw -1157759.743721 + Penalty 2994.884542 = -1154764.859178
  nChanged 244
		SP:Iteration 14Q (5425.770000 sec): 3 clusters
  Score: Raw -1157883.099330 + Penalty 2994.884542 = -1154888.214787
  nChanged 177
		SP:Iteration 15Q (5425.790000 sec): 3 clusters
  Score: Raw -1157955.188412 + Penalty 2994.884542 = -1154960.303869
  nChanged 116
		SP:Iteration 16Q (5425.810000 sec): 3 clusters
  Score: Raw -1158000.827768 + Penalty 2994.884542 = -1155005.943225
  nChanged 97
		SP:Iteration 17Q (5425.840000 sec): 3 clusters
  Score: Raw -1158036.219754 + Penalty 2994.884542 = -1155041.335211
  nChanged 92
		SP:Iteration 18Q (5425.860000 sec): 3 clusters
  Score: Raw -1158064.189600 + Penalty 2994.884542 = -1155069.305057
  nChanged 87
		SP:Iteration 19Q (5425.880000 sec): 3 clusters
  Score: Raw -1158087.239299 + Penalty 2994.884542 = -1155092.354756
  nChanged 63
		SP:Iteration 20F (5425.900000 sec): 3 clusters
  Score: Raw -1158104.428841 + Penalty 2994.884542 = -1155109.544299
  nChanged 67
		SP:Iteration 21Q (5425.930000 sec): 3 clusters
  Score: Raw -1158122.206330 + Penalty 2994.884542 = -1155127.321788
  nChanged 52
		SP:Iteration 22Q (5425.950000 sec): 3 clusters
  Score: Raw -1158134.428959 + Penalty 2994.884542 = -1155139.544416
  nChanged 44
		SP:Iteration 23Q (5425.970000 sec): 3 clusters
  Score: Raw -1158144.529646 + Penalty 2994.884542 = -1155149.645104
  nChanged 33
		SP:Iteration 24Q (5426.000000 sec): 3 clusters
  Score: Raw -1158150.990359 + Penalty 2994.884542 = -1155156.105816
  nChanged 22
		SP:Iteration 25Q (5426.020000 sec): 3 clusters
  Score: Raw -1158155.268397 + Penalty 2994.884542 = -1155160.383855
  nChanged 27
		SP:Iteration 26Q (5426.040000 sec): 3 clusters
  Score: Raw -1158161.725095 + Penalty 2994.884542 = -1155166.840553
  nChanged 29
		SP:Iteration 27Q (5426.060000 sec): 3 clusters
  Score: Raw -1158168.049758 + Penalty 2994.884542 = -1155173.165215
  nChanged 29
		SP:Iteration 28Q (5426.080000 sec): 3 clusters
  Score: Raw -1158173.325990 + Penalty 2994.884542 = -1155178.441447
  nChanged 18
		SP:Iteration 29Q (5426.100000 sec): 3 clusters
  Score: Raw -1158176.978448 + Penalty 2994.884542 = -1155182.093906
  nChanged 18
		SP:Iteration 30Q (5426.120000 sec): 3 clusters
  Score: Raw -1158180.835037 + Penalty 2994.884542 = -1155185.950494
  nChanged 24
		SP:Iteration 31Q (5426.150000 sec): 3 clusters
  Score: Raw -1158188.793865 + Penalty 2994.884542 = -1155193.909323
  nChanged 33
		SP:Iteration 32Q (5426.170000 sec): 3 clusters
  Score: Raw -1158197.471891 + Penalty 2994.884542 = -1155202.587349
  nChanged 41
		SP:Iteration 33Q (5426.190000 sec): 3 clusters
  Score: Raw -1158208.907569 + Penalty 2994.884542 = -1155214.023027
  nChanged 46
		SP:Iteration 34Q (5426.210000 sec): 3 clusters
  Score: Raw -1158223.121272 + Penalty 2994.884542 = -1155228.236730
  nChanged 46
		SP:Iteration 35Q (5426.230000 sec): 3 clusters
  Score: Raw -1158236.338574 + Penalty 2994.884542 = -1155241.454031
  nChanged 34
		SP:Iteration 36Q (5426.260000 sec): 3 clusters
  Score: Raw -1158245.763765 + Penalty 2994.884542 = -1155250.879223
  nChanged 32
		SP:Iteration 37Q (5426.280000 sec): 3 clusters
  Score: Raw -1158253.056104 + Penalty 2994.884542 = -1155258.171561
  nChanged 29
		SP:Iteration 38Q (5426.300000 sec): 3 clusters
  Score: Raw -1158259.226784 + Penalty 2994.884542 = -1155264.342241
  nChanged 23
		SP:Iteration 39Q (5426.320000 sec): 3 clusters
  Score: Raw -1158263.162506 + Penalty 2994.884542 = -1155268.277964
  nChanged 25
		SP:Iteration 40F (5426.340000 sec): 3 clusters
  Score: Raw -1158269.383927 + Penalty 2994.884542 = -1155274.499385
  nChanged 29
		SP:Iteration 41Q (5426.370000 sec): 3 clusters
  Score: Raw -1158276.863299 + Penalty 2994.884542 = -1155281.978756
  nChanged 30
		SP:Iteration 42Q (5426.390000 sec): 3 clusters
  Score: Raw -1158284.703331 + Penalty 2994.884542 = -1155289.818789
  nChanged 29
		SP:Iteration 43Q (5426.410000 sec): 3 clusters
  Score: Raw -1158293.290300 + Penalty 2994.884542 = -1155298.405757
  nChanged 35
		SP:Iteration 44Q (5426.430000 sec): 3 clusters
  Score: Raw -1158302.983443 + Penalty 2994.884542 = -1155308.098901
  nChanged 26
		SP:Iteration 45Q (5426.450000 sec): 3 clusters
  Score: Raw -1158307.938706 + Penalty 2994.884542 = -1155313.054163
  nChanged 13
		SP:Iteration 46Q (5426.470000 sec): 3 clusters
  Score: Raw -1158310.763347 + Penalty 2994.884542 = -1155315.878805
  nChanged 12
		SP:Iteration 47Q (5426.490000 sec): 3 clusters
  Score: Raw -1158313.033281 + Penalty 2994.884542 = -1155318.148739
  nChanged 13
		SP:Iteration 48Q (5426.510000 sec): 3 clusters
  Score: Raw -1158315.314917 + Penalty 2994.884542 = -1155320.430374
  nChanged 12
		SP:Iteration 49Q (5426.540000 sec): 3 clusters
  Score: Raw -1158317.516402 + Penalty 2994.884542 = -1155322.631859
  nChanged 10
		SP:Iteration 50Q (5426.560000 sec): 3 clusters
  Score: Raw -1158319.987892 + Penalty 2994.884542 = -1155325.103349
  nChanged 19
		SP:Iteration 51Q (5426.580000 sec): 3 clusters
  Score: Raw -1158324.255745 + Penalty 2994.884542 = -1155329.371203
  nChanged 11
		SP:Iteration 52Q (5426.600000 sec): 3 clusters
  Score: Raw -1158326.050268 + Penalty 2994.884542 = -1155331.165725
  nChanged 13
		SP:Iteration 53Q (5426.620000 sec): 3 clusters
  Score: Raw -1158328.535162 + Penalty 2994.884542 = -1155333.650619
  nChanged 12
		SP:Iteration 54Q (5426.640000 sec): 3 clusters
  Score: Raw -1158331.310617 + Penalty 2994.884542 = -1155336.426074
  nChanged 14
		SP:Iteration 55Q (5426.660000 sec): 3 clusters
  Score: Raw -1158334.289227 + Penalty 2994.884542 = -1155339.404684
  nChanged 10
		SP:Iteration 56Q (5426.680000 sec): 3 clusters
  Score: Raw -1158336.256822 + Penalty 2994.884542 = -1155341.372279
  nChanged 9
		SP:Iteration 57Q (5426.700000 sec): 3 clusters
  Score: Raw -1158337.778140 + Penalty 2994.884542 = -1155342.893598
  nChanged 1
		SP:Iteration 58Q (5426.720000 sec): 3 clusters
  Score: Raw -1158338.117470 + Penalty 2994.884542 = -1155343.232928
  nChanged 2
		SP:Iteration 59Q (5426.740000 sec): 3 clusters
  Score: Raw -1158338.315653 + Penalty 2994.884542 = -1155343.431110
  nChanged 3
		SP:Iteration 60F (5426.770000 sec): 3 clusters
  Score: Raw -1158338.756902 + Penalty 2994.884542 = -1155343.872360
  nChanged 6
		SP:Iteration 61Q (5426.790000 sec): 3 clusters
  Score: Raw -1158339.623668 + Penalty 2994.884542 = -1155344.739125
  nChanged 5
		SP:Iteration 62Q (5426.810000 sec): 3 clusters
  Score: Raw -1158341.077087 + Penalty 2994.884542 = -1155346.192544
  nChanged 9
		SP:Iteration 63Q (5426.830000 sec): 3 clusters
  Score: Raw -1158343.352345 + Penalty 2994.884542 = -1155348.467802
  nChanged 12
		SP:Iteration 64Q (5426.850000 sec): 3 clusters
  Score: Raw -1158346.729491 + Penalty 2994.884542 = -1155351.844949
  nChanged 12
		SP:Iteration 65Q (5426.870000 sec): 3 clusters
  Score: Raw -1158349.472988 + Penalty 2994.884542 = -1155354.588446
  nChanged 14
		SP:Iteration 66Q (5426.890000 sec): 3 clusters
  Score: Raw -1158352.695089 + Penalty 2994.884542 = -1155357.810547
  nChanged 10
		SP:Iteration 67Q (5426.910000 sec): 3 clusters
  Score: Raw -1158354.812580 + Penalty 2994.884542 = -1155359.928037
  nChanged 8
		SP:Iteration 68Q (5426.930000 sec): 3 clusters
  Score: Raw -1158356.685108 + Penalty 2994.884542 = -1155361.800566
  nChanged 8
		SP:Iteration 69Q (5426.950000 sec): 3 clusters
  Score: Raw -1158358.333084 + Penalty 2994.884542 = -1155363.448542
  nChanged 6
		SP:Iteration 70Q (5426.970000 sec): 3 clusters
  Score: Raw -1158359.704631 + Penalty 2994.884542 = -1155364.820089
  nChanged 7
		SP:Iteration 71Q (5426.990000 sec): 3 clusters
  Score: Raw -1158361.716752 + Penalty 2994.884542 = -1155366.832210
  nChanged 12
		SP:Iteration 72Q (5427.010000 sec): 3 clusters
  Score: Raw -1158365.132211 + Penalty 2994.884542 = -1155370.247668
  nChanged 11
		SP:Iteration 73Q (5427.040000 sec): 3 clusters
  Score: Raw -1158367.230950 + Penalty 2994.884542 = -1155372.346408
  nChanged 5
		SP:Iteration 74Q (5427.060000 sec): 3 clusters
  Score: Raw -1158368.068500 + Penalty 2994.884542 = -1155373.183958
  nChanged 6
		SP:Iteration 75Q (5427.080000 sec): 3 clusters
  Score: Raw -1158369.025341 + Penalty 2994.884542 = -1155374.140799
  nChanged 9
		SP:Iteration 76Q (5427.100000 sec): 3 clusters
  Score: Raw -1158371.039822 + Penalty 2994.884542 = -1155376.155280
  nChanged 8
		SP:Iteration 77Q (5427.120000 sec): 3 clusters
  Score: Raw -1158373.115147 + Penalty 2994.884542 = -1155378.230605
  nChanged 13
		SP:Iteration 78Q (5427.140000 sec): 3 clusters
  Score: Raw -1158377.188644 + Penalty 2994.884542 = -1155382.304102
  nChanged 15
		SP:Iteration 79Q (5427.160000 sec): 3 clusters
  Score: Raw -1158382.152047 + Penalty 2994.884542 = -1155387.267505
  nChanged 18
		SP:Iteration 80F (5427.180000 sec): 3 clusters
  Score: Raw -1158387.083383 + Penalty 2994.884542 = -1155392.198841
  nChanged 13
		SP:Iteration 81Q (5427.200000 sec): 3 clusters
  Score: Raw -1158390.938145 + Penalty 2994.884542 = -1155396.053603
  nChanged 17
		SP:Iteration 82Q (5427.220000 sec): 3 clusters
  Score: Raw -1158395.729102 + Penalty 2994.884542 = -1155400.844560
  nChanged 18
		SP:Iteration 83Q (5427.240000 sec): 3 clusters
  Score: Raw -1158402.344274 + Penalty 2994.884542 = -1155407.459731
  nChanged 21
		SP:Iteration 84Q (5427.260000 sec): 3 clusters
  Score: Raw -1158408.499150 + Penalty 2994.884542 = -1155413.614608
  nChanged 24
		SP:Iteration 85Q (5427.280000 sec): 3 clusters
  Score: Raw -1158415.876041 + Penalty 2994.884542 = -1155420.991499
  nChanged 21
		SP:Iteration 86Q (5427.300000 sec): 3 clusters
  Score: Raw -1158422.083418 + Penalty 2994.884542 = -1155427.198876
  nChanged 17
		SP:Iteration 87Q (5427.320000 sec): 3 clusters
  Score: Raw -1158427.765409 + Penalty 2994.884542 = -1155432.880867
  nChanged 22
		SP:Iteration 88Q (5427.350000 sec): 3 clusters
  Score: Raw -1158435.573996 + Penalty 2994.884542 = -1155440.689453
  nChanged 26
		SP:Iteration 89Q (5427.370000 sec): 3 clusters
  Score: Raw -1158445.288281 + Penalty 2994.884542 = -1155450.403739
  nChanged 31
		SP:Iteration 90Q (5427.390000 sec): 3 clusters
  Score: Raw -1158456.191011 + Penalty 2994.884542 = -1155461.306468
  nChanged 15
		SP:Iteration 91Q (5427.410000 sec): 3 clusters
  Score: Raw -1158460.972928 + Penalty 2994.884542 = -1155466.088386
  nChanged 17
		SP:Iteration 92Q (5427.430000 sec): 3 clusters
  Score: Raw -1158465.540317 + Penalty 2994.884542 = -1155470.655775
  nChanged 11
		SP:Iteration 93Q (5427.450000 sec): 3 clusters
  Score: Raw -1158468.731161 + Penalty 2994.884542 = -1155473.846618
  nChanged 11
		SP:Iteration 94Q (5427.470000 sec): 3 clusters
  Score: Raw -1158471.223364 + Penalty 2994.884542 = -1155476.338821
  nChanged 9
		SP:Iteration 95Q (5427.490000 sec): 3 clusters
  Score: Raw -1158472.963605 + Penalty 2994.884542 = -1155478.079062
  nChanged 11
		SP:Iteration 96Q (5427.510000 sec): 3 clusters
  Score: Raw -1158475.581100 + Penalty 2994.884542 = -1155480.696557
  nChanged 7
		SP:Iteration 97Q (5427.530000 sec): 3 clusters
  Score: Raw -1158477.466262 + Penalty 2994.884542 = -1155482.581719
  nChanged 8
		SP:Iteration 98Q (5427.550000 sec): 3 clusters
  Score: Raw -1158479.658372 + Penalty 2994.884542 = -1155484.773829
  nChanged 12
		SP:Iteration 99Q (5427.570000 sec): 3 clusters
  Score: Raw -1158483.319475 + Penalty 2994.884542 = -1155488.434933
  nChanged 10
		SP:Iteration 100F (5427.590000 sec): 3 clusters
  Score: Raw -1158486.214121 + Penalty 2994.884542 = -1155491.329578
  nChanged 11
		SP:Iteration 101Q (5427.610000 sec): 3 clusters
  Score: Raw -1158490.900085 + Penalty 2994.884542 = -1155496.015543
  nChanged 11
		SP:Iteration 102Q (5427.630000 sec): 3 clusters
  Score: Raw -1158496.243451 + Penalty 2994.884542 = -1155501.358908
  nChanged 14
		SP:Iteration 103Q (5427.650000 sec): 3 clusters
  Score: Raw -1158502.772019 + Penalty 2994.884542 = -1155507.887477
  nChanged 13
		SP:Iteration 104Q (5427.670000 sec): 3 clusters
  Score: Raw -1158509.048378 + Penalty 2994.884542 = -1155514.163836
  nChanged 17
		SP:Iteration 105Q (5427.690000 sec): 3 clusters
  Score: Raw -1158516.650927 + Penalty 2994.884542 = -1155521.766385
  nChanged 19
		SP:Iteration 106Q (5427.710000 sec): 3 clusters
  Score: Raw -1158524.390456 + Penalty 2994.884542 = -1155529.505914
  nChanged 12
		SP:Iteration 107Q (5427.730000 sec): 3 clusters
  Score: Raw -1158527.861706 + Penalty 2994.884542 = -1155532.977163
  nChanged 10
		SP:Iteration 108Q (5427.750000 sec): 3 clusters
  Score: Raw -1158531.590151 + Penalty 2994.884542 = -1155536.705609
  nChanged 11
		SP:Iteration 109Q (5427.770000 sec): 3 clusters
  Score: Raw -1158537.653249 + Penalty 2994.884542 = -1155542.768706
  nChanged 19
		SP:Iteration 110Q (5427.790000 sec): 3 clusters
  Score: Raw -1158547.256040 + Penalty 2994.884542 = -1155552.371498
  nChanged 17
		SP:Iteration 111Q (5427.810000 sec): 3 clusters
  Score: Raw -1158558.370053 + Penalty 2994.884542 = -1155563.485511
  nChanged 19
		SP:Iteration 112Q (5427.830000 sec): 3 clusters
  Score: Raw -1158572.440926 + Penalty 2994.884542 = -1155577.556384
  nChanged 22
		SP:Iteration 113Q (5427.850000 sec): 3 clusters
  Score: Raw -1158592.466163 + Penalty 2994.884542 = -1155597.581621
  nChanged 21
		SP:Iteration 114Q (5427.870000 sec): 3 clusters
  Score: Raw -1158618.784956 + Penalty 2994.884542 = -1155623.900414
  nChanged 26
		SP:Iteration 115Q (5427.890000 sec): 3 clusters
  Score: Raw -1158640.735695 + Penalty 2994.884542 = -1155645.851153
  nChanged 21
		SP:Iteration 116Q (5427.900000 sec): 3 clusters
  Score: Raw -1158654.771278 + Penalty 2994.884542 = -1155659.886736
  nChanged 14
		SP:Iteration 117Q (5427.920000 sec): 3 clusters
  Score: Raw -1158664.455755 + Penalty 2994.884542 = -1155669.571213
  nChanged 17
		SP:Iteration 118Q (5427.940000 sec): 3 clusters
  Score: Raw -1158676.973524 + Penalty 2994.884542 = -1155682.088982
  nChanged 20
		SP:Iteration 119Q (5427.960000 sec): 3 clusters
  Score: Raw -1158689.956985 + Penalty 2994.884542 = -1155695.072443
  nChanged 17
		SP:Iteration 120F (5427.990000 sec): 3 clusters
  Score: Raw -1158700.092812 + Penalty 2994.884542 = -1155705.208270
  nChanged 9
		SP:Iteration 121Q (5428.000000 sec): 3 clusters
  Score: Raw -1158705.608785 + Penalty 2994.884542 = -1155710.724243
  nChanged 9
		SP:Iteration 122Q (5428.020000 sec): 3 clusters
  Score: Raw -1158711.044884 + Penalty 2994.884542 = -1155716.160342
  nChanged 6
		SP:Iteration 123Q (5428.040000 sec): 3 clusters
  Score: Raw -1158713.618984 + Penalty 2994.884542 = -1155718.734442
  nChanged 4
		SP:Iteration 124Q (5428.060000 sec): 3 clusters
  Score: Raw -1158714.887683 + Penalty 2994.884542 = -1155720.003141
  nChanged 4
		SP:Iteration 125Q (5428.080000 sec): 3 clusters
  Score: Raw -1158716.210482 + Penalty 2994.884542 = -1155721.325939
  nChanged 3
		SP:Iteration 126Q (5428.100000 sec): 3 clusters
  Score: Raw -1158716.959755 + Penalty 2994.884542 = -1155722.075212
  nChanged 1
		SP:Iteration 127Q (5428.120000 sec): 3 clusters
  Score: Raw -1158717.389589 + Penalty 2994.884542 = -1155722.505047
  nChanged 1
		SP:Iteration 128Q (5428.140000 sec): 3 clusters
  Score: Raw -1158717.937579 + Penalty 2994.884542 = -1155723.053037
  nChanged 2
		SP:Iteration 129Q (5428.160000 sec): 3 clusters
  Score: Raw -1158718.472351 + Penalty 2994.884542 = -1155723.587808
  nChanged 0
		SP:Iteration 130F (5428.180000 sec): 3 clusters
  Score: Raw -1158718.472351 + Penalty 2994.884542 = -1155723.587808
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5428.200000 sec): 2 clusters
  Score: Raw -486062.426827 + Penalty 1355.788831 = -484706.637997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5428.210000 sec): 3 clusters
  Score: Raw -483906.547995 + Penalty 2711.577661 = -481194.970334
  nChanged 1668
		SP:Iteration 1F (5428.220000 sec): 3 clusters
  Score: Raw -484833.946170 + Penalty 2711.577661 = -482122.368508
  nChanged 316
		SP:Iteration 2F (5428.230000 sec): 3 clusters
  Score: Raw -484997.906182 + Penalty 2711.577661 = -482286.328521
  nChanged 214
		SP:Iteration 3F (5428.240000 sec): 3 clusters
  Score: Raw -485108.791127 + Penalty 2711.577661 = -482397.213466
  nChanged 168
		SP:Iteration 4Q (5428.250000 sec): 3 clusters
  Score: Raw -485186.262812 + Penalty 2711.577661 = -482474.685151
  nChanged 137
		SP:Iteration 5Q (5428.260000 sec): 3 clusters
  Score: Raw -485246.945437 + Penalty 2711.577661 = -482535.367775
  nChanged 107
		SP:Iteration 6Q (5428.270000 sec): 3 clusters
  Score: Raw -485306.763541 + Penalty 2711.577661 = -482595.185880
  nChanged 109
		SP:Iteration 7Q (5428.280000 sec): 3 clusters
  Score: Raw -485350.276399 + Penalty 2711.577661 = -482638.698738
  nChanged 94
		SP:Iteration 8Q (5428.290000 sec): 3 clusters
  Score: Raw -485388.805912 + Penalty 2711.577661 = -482677.228251
  nChanged 90
		SP:Iteration 9Q (5428.300000 sec): 3 clusters
  Score: Raw -485423.591769 + Penalty 2711.577661 = -482712.014107
  nChanged 81
		SP:Iteration 10Q (5428.310000 sec): 3 clusters
  Score: Raw -485448.385726 + Penalty 2711.577661 = -482736.808065
  nChanged 52
		SP:Iteration 11Q (5428.320000 sec): 3 clusters
  Score: Raw -485468.973593 + Penalty 2711.577661 = -482757.395931
  nChanged 54
		SP:Iteration 12Q (5428.330000 sec): 3 clusters
  Score: Raw -485491.341899 + Penalty 2711.577661 = -482779.764237
  nChanged 48
		SP:Iteration 13Q (5428.340000 sec): 3 clusters
  Score: Raw -485510.969773 + Penalty 2711.577661 = -482799.392112
  nChanged 47
		SP:Iteration 14Q (5428.360000 sec): 3 clusters
  Score: Raw -485530.211235 + Penalty 2711.577661 = -482818.633573
  nChanged 53
		SP:Iteration 15Q (5428.360000 sec): 3 clusters
  Score: Raw -485550.035334 + Penalty 2711.577661 = -482838.457672
  nChanged 54
		SP:Iteration 16Q (5428.380000 sec): 3 clusters
  Score: Raw -485568.644711 + Penalty 2711.577661 = -482857.067049
  nChanged 49
		SP:Iteration 17Q (5428.380000 sec): 3 clusters
  Score: Raw -485585.446792 + Penalty 2711.577661 = -482873.869131
  nChanged 44
		SP:Iteration 18Q (5428.400000 sec): 3 clusters
  Score: Raw -485605.257854 + Penalty 2711.577661 = -482893.680192
  nChanged 48
		SP:Iteration 19Q (5428.410000 sec): 3 clusters
  Score: Raw -485624.345032 + Penalty 2711.577661 = -482912.767371
  nChanged 50
		SP:Iteration 20F (5428.420000 sec): 3 clusters
  Score: Raw -485644.630616 + Penalty 2711.577661 = -482933.052955
  nChanged 40
		SP:Iteration 21Q (5428.430000 sec): 3 clusters
  Score: Raw -485656.139923 + Penalty 2711.577661 = -482944.562261
  nChanged 32
		SP:Iteration 22Q (5428.440000 sec): 3 clusters
  Score: Raw -485669.627918 + Penalty 2711.577661 = -482958.050257
  nChanged 44
		SP:Iteration 23Q (5428.450000 sec): 3 clusters
  Score: Raw -485689.604099 + Penalty 2711.577661 = -482978.026438
  nChanged 52
		SP:Iteration 24Q (5428.460000 sec): 3 clusters
  Score: Raw -485708.358094 + Penalty 2711.577661 = -482996.780432
  nChanged 52
		SP:Iteration 25Q (5428.470000 sec): 3 clusters
  Score: Raw -485731.240372 + Penalty 2711.577661 = -483019.662711
  nChanged 56
		SP:Iteration 26Q (5428.480000 sec): 3 clusters
  Score: Raw -485754.562581 + Penalty 2711.577661 = -483042.984919
  nChanged 54
		SP:Iteration 27Q (5428.490000 sec): 3 clusters
  Score: Raw -485780.042915 + Penalty 2711.577661 = -483068.465253
  nChanged 55
		SP:Iteration 28Q (5428.500000 sec): 3 clusters
  Score: Raw -485806.562037 + Penalty 2711.577661 = -483094.984376
  nChanged 58
		SP:Iteration 29Q (5428.510000 sec): 3 clusters
  Score: Raw -485832.492140 + Penalty 2711.577661 = -483120.914479
  nChanged 57
		SP:Iteration 30Q (5428.520000 sec): 3 clusters
  Score: Raw -485849.678412 + Penalty 2711.577661 = -483138.100750
  nChanged 37
		SP:Iteration 31Q (5428.530000 sec): 3 clusters
  Score: Raw -485861.295215 + Penalty 2711.577661 = -483149.717553
  nChanged 34
		SP:Iteration 32Q (5428.540000 sec): 3 clusters
  Score: Raw -485871.467547 + Penalty 2711.577661 = -483159.889886
  nChanged 32
		SP:Iteration 33Q (5428.550000 sec): 3 clusters
  Score: Raw -485879.549035 + Penalty 2711.577661 = -483167.971373
  nChanged 33
		SP:Iteration 34Q (5428.560000 sec): 3 clusters
  Score: Raw -485888.950833 + Penalty 2711.577661 = -483177.373171
  nChanged 18
		SP:Iteration 35Q (5428.570000 sec): 3 clusters
  Score: Raw -485893.204083 + Penalty 2711.577661 = -483181.626421
  nChanged 13
		SP:Iteration 36Q (5428.580000 sec): 3 clusters
  Score: Raw -485896.554939 + Penalty 2711.577661 = -483184.977278
  nChanged 17
		SP:Iteration 37Q (5428.590000 sec): 3 clusters
  Score: Raw -485901.027203 + Penalty 2711.577661 = -483189.449542
  nChanged 18
		SP:Iteration 38Q (5428.600000 sec): 3 clusters
  Score: Raw -485905.400960 + Penalty 2711.577661 = -483193.823298
  nChanged 12
		SP:Iteration 39Q (5428.610000 sec): 3 clusters
  Score: Raw -485908.376308 + Penalty 2711.577661 = -483196.798647
  nChanged 10
		SP:Iteration 40F (5428.620000 sec): 3 clusters
  Score: Raw -485910.509751 + Penalty 2711.577661 = -483198.932089
  nChanged 11
		SP:Iteration 41Q (5428.630000 sec): 3 clusters
  Score: Raw -485913.437729 + Penalty 2711.577661 = -483201.860067
  nChanged 8
		SP:Iteration 42Q (5428.640000 sec): 3 clusters
  Score: Raw -485915.220847 + Penalty 2711.577661 = -483203.643186
  nChanged 9
		SP:Iteration 43Q (5428.650000 sec): 3 clusters
  Score: Raw -485917.380251 + Penalty 2711.577661 = -483205.802589
  nChanged 12
		SP:Iteration 44Q (5428.660000 sec): 3 clusters
  Score: Raw -485920.737691 + Penalty 2711.577661 = -483209.160030
  nChanged 16
		SP:Iteration 45Q (5428.670000 sec): 3 clusters
  Score: Raw -485925.335405 + Penalty 2711.577661 = -483213.757744
  nChanged 14
		SP:Iteration 46Q (5428.680000 sec): 3 clusters
  Score: Raw -485929.376722 + Penalty 2711.577661 = -483217.799061
  nChanged 18
		SP:Iteration 47Q (5428.700000 sec): 3 clusters
  Score: Raw -485933.841303 + Penalty 2711.577661 = -483222.263642
  nChanged 17
		SP:Iteration 48Q (5428.700000 sec): 3 clusters
  Score: Raw -485941.252936 + Penalty 2711.577661 = -483229.675274
  nChanged 25
		SP:Iteration 49Q (5428.720000 sec): 3 clusters
  Score: Raw -485952.631407 + Penalty 2711.577661 = -483241.053746
  nChanged 31
		SP:Iteration 50Q (5428.720000 sec): 3 clusters
  Score: Raw -485967.208368 + Penalty 2711.577661 = -483255.630707
  nChanged 44
		SP:Iteration 51Q (5428.740000 sec): 3 clusters
  Score: Raw -485995.751228 + Penalty 2711.577661 = -483284.173567
  nChanged 61
		SP:Iteration 52Q (5428.740000 sec): 3 clusters
  Score: Raw -486031.623181 + Penalty 2711.577661 = -483320.045519
  nChanged 66
		SP:Iteration 53Q (5428.760000 sec): 3 clusters
  Score: Raw -486071.066735 + Penalty 2711.577661 = -483359.489074
  nChanged 64
		SP:Iteration 54Q (5428.770000 sec): 3 clusters
  Score: Raw -486105.822579 + Penalty 2711.577661 = -483394.244917
  nChanged 54
		SP:Iteration 55Q (5428.780000 sec): 3 clusters
  Score: Raw -486126.920566 + Penalty 2711.577661 = -483415.342904
  nChanged 55
		SP:Iteration 56Q (5428.790000 sec): 3 clusters
  Score: Raw -486152.641639 + Penalty 2711.577661 = -483441.063977
  nChanged 48
		SP:Iteration 57Q (5428.800000 sec): 3 clusters
  Score: Raw -486172.760676 + Penalty 2711.577661 = -483461.183014
  nChanged 43
		SP:Iteration 58Q (5428.810000 sec): 3 clusters
  Score: Raw -486190.001291 + Penalty 2711.577661 = -483478.423630
  nChanged 35
		SP:Iteration 59Q (5428.820000 sec): 3 clusters
  Score: Raw -486200.972347 + Penalty 2711.577661 = -483489.394686
  nChanged 30
		SP:Iteration 60F (5428.830000 sec): 3 clusters
  Score: Raw -486211.158758 + Penalty 2711.577661 = -483499.581096
  nChanged 32
		SP:Iteration 61Q (5428.840000 sec): 3 clusters
  Score: Raw -486219.722839 + Penalty 2711.577661 = -483508.145178
  nChanged 16
		SP:Iteration 62Q (5428.850000 sec): 3 clusters
  Score: Raw -486222.631658 + Penalty 2711.577661 = -483511.053997
  nChanged 12
		SP:Iteration 63Q (5428.860000 sec): 3 clusters
  Score: Raw -486224.793289 + Penalty 2711.577661 = -483513.215628
  nChanged 5
		SP:Iteration 64Q (5428.870000 sec): 3 clusters
  Score: Raw -486225.572496 + Penalty 2711.577661 = -483513.994834
  nChanged 3
		SP:Iteration 65Q (5428.880000 sec): 3 clusters
  Score: Raw -486226.134854 + Penalty 2711.577661 = -483514.557192
  nChanged 4
		SP:Iteration 66Q (5428.890000 sec): 3 clusters
  Score: Raw -486227.133198 + Penalty 2711.577661 = -483515.555537
  nChanged 5
		SP:Iteration 67Q (5428.900000 sec): 3 clusters
  Score: Raw -486228.035933 + Penalty 2711.577661 = -483516.458271
  nChanged 4
		SP:Iteration 68Q (5428.910000 sec): 3 clusters
  Score: Raw -486228.745545 + Penalty 2711.577661 = -483517.167884
  nChanged 5
		SP:Iteration 69Q (5428.920000 sec): 3 clusters
  Score: Raw -486229.825118 + Penalty 2711.577661 = -483518.247457
  nChanged 5
		SP:Iteration 70Q (5428.930000 sec): 3 clusters
  Score: Raw -486230.820465 + Penalty 2711.577661 = -483519.242803
  nChanged 4
		SP:Iteration 71Q (5428.940000 sec): 3 clusters
  Score: Raw -486231.529976 + Penalty 2711.577661 = -483519.952314
  nChanged 7
		SP:Iteration 72Q (5428.950000 sec): 3 clusters
  Score: Raw -486232.786967 + Penalty 2711.577661 = -483521.209306
  nChanged 4
		SP:Iteration 73Q (5428.960000 sec): 3 clusters
  Score: Raw -486233.600833 + Penalty 2711.577661 = -483522.023171
  nChanged 2
		SP:Iteration 74Q (5428.970000 sec): 3 clusters
  Score: Raw -486233.902355 + Penalty 2711.577661 = -483522.324693
  nChanged 1
		SP:Iteration 75Q (5428.980000 sec): 3 clusters
  Score: Raw -486234.130140 + Penalty 2711.577661 = -483522.552479
  nChanged 1
		SP:Iteration 76Q (5428.990000 sec): 3 clusters
  Score: Raw -486234.282898 + Penalty 2711.577661 = -483522.705237
  nChanged 4
		SP:Iteration 77Q (5429.000000 sec): 3 clusters
  Score: Raw -486234.856447 + Penalty 2711.577661 = -483523.278786
  nChanged 2
		SP:Iteration 78Q (5429.010000 sec): 3 clusters
  Score: Raw -486235.362231 + Penalty 2711.577661 = -483523.784569
  nChanged 3
		SP:Iteration 79Q (5429.020000 sec): 3 clusters
  Score: Raw -486235.932900 + Penalty 2711.577661 = -483524.355238
  nChanged 5
		SP:Iteration 80F (5429.030000 sec): 3 clusters
  Score: Raw -486236.833447 + Penalty 2711.577661 = -483525.255786
  nChanged 5
		SP:Iteration 81Q (5429.040000 sec): 3 clusters
  Score: Raw -486237.608518 + Penalty 2711.577661 = -483526.030856
  nChanged 2
		SP:Iteration 82Q (5429.050000 sec): 3 clusters
  Score: Raw -486237.923319 + Penalty 2711.577661 = -483526.345657
  nChanged 1
		SP:Iteration 83Q (5429.060000 sec): 3 clusters
  Score: Raw -486238.027119 + Penalty 2711.577661 = -483526.449458
  nChanged 1
		SP:Iteration 84Q (5429.070000 sec): 3 clusters
  Score: Raw -486238.127493 + Penalty 2711.577661 = -483526.549832
  nChanged 2
		SP:Iteration 85Q (5429.080000 sec): 3 clusters
  Score: Raw -486238.444013 + Penalty 2711.577661 = -483526.866352
  nChanged 0
		SP:Iteration 86F (5429.090000 sec): 3 clusters
  Score: Raw -486238.444013 + Penalty 2711.577661 = -483526.866352
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5429.100000 sec): 2 clusters
  Score: Raw -148728.191620 + Penalty 1173.904031 = -147554.287589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5429.110000 sec): 3 clusters
  Score: Raw -148264.402862 + Penalty 2347.808063 = -145916.594800
  nChanged 445
		SP:Iteration 1F (5429.110000 sec): 3 clusters
  Score: Raw -148675.678159 + Penalty 2347.808063 = -146327.870096
  nChanged 128
		SP:Iteration 2F (5429.110000 sec): 3 clusters
  Score: Raw -148867.866954 + Penalty 2347.808063 = -146520.058891
  nChanged 97
		SP:Iteration 3F (5429.120000 sec): 3 clusters
  Score: Raw -149011.300977 + Penalty 2347.808063 = -146663.492914
  nChanged 72
		SP:Iteration 4F (5429.120000 sec): 3 clusters
  Score: Raw -149091.062310 + Penalty 2347.808063 = -146743.254248
  nChanged 39
		SP:Iteration 5Q (5429.120000 sec): 3 clusters
  Score: Raw -149122.137644 + Penalty 2347.808063 = -146774.329581
  nChanged 30
		SP:Iteration 6Q (5429.130000 sec): 3 clusters
  Score: Raw -149150.221388 + Penalty 2347.808063 = -146802.413326
  nChanged 22
		SP:Iteration 7Q (5429.130000 sec): 3 clusters
  Score: Raw -149168.268147 + Penalty 2347.808063 = -146820.460084
  nChanged 15
		SP:Iteration 8Q (5429.130000 sec): 3 clusters
  Score: Raw -149180.326989 + Penalty 2347.808063 = -146832.518927
  nChanged 16
		SP:Iteration 9Q (5429.140000 sec): 3 clusters
  Score: Raw -149196.324272 + Penalty 2347.808063 = -146848.516209
  nChanged 18
		SP:Iteration 10Q (5429.140000 sec): 3 clusters
  Score: Raw -149211.285586 + Penalty 2347.808063 = -146863.477523
  nChanged 11
		SP:Iteration 11Q (5429.140000 sec): 3 clusters
  Score: Raw -149223.239301 + Penalty 2347.808063 = -146875.431238
  nChanged 7
		SP:Iteration 12Q (5429.150000 sec): 3 clusters
  Score: Raw -149227.462939 + Penalty 2347.808063 = -146879.654876
  nChanged 6
		SP:Iteration 13Q (5429.150000 sec): 3 clusters
  Score: Raw -149237.087615 + Penalty 2347.808063 = -146889.279552
  nChanged 11
		SP:Iteration 14Q (5429.150000 sec): 3 clusters
  Score: Raw -149248.194816 + Penalty 2347.808063 = -146900.386753
  nChanged 10
		SP:Iteration 15Q (5429.160000 sec): 3 clusters
  Score: Raw -149254.331608 + Penalty 2347.808063 = -146906.523545
  nChanged 11
		SP:Iteration 16Q (5429.160000 sec): 3 clusters
  Score: Raw -149264.326314 + Penalty 2347.808063 = -146916.518251
  nChanged 10
		SP:Iteration 17Q (5429.160000 sec): 3 clusters
  Score: Raw -149272.737356 + Penalty 2347.808063 = -146924.929293
  nChanged 7
		SP:Iteration 18Q (5429.160000 sec): 3 clusters
  Score: Raw -149278.056579 + Penalty 2347.808063 = -146930.248516
  nChanged 5
		SP:Iteration 19Q (5429.170000 sec): 3 clusters
  Score: Raw -149283.312898 + Penalty 2347.808063 = -146935.504836
  nChanged 4
		SP:Iteration 20F (5429.170000 sec): 3 clusters
  Score: Raw -149286.989989 + Penalty 2347.808063 = -146939.181927
  nChanged 7
		SP:Iteration 21Q (5429.180000 sec): 3 clusters
  Score: Raw -149290.363386 + Penalty 2347.808063 = -146942.555323
  nChanged 2
		SP:Iteration 22Q (5429.180000 sec): 3 clusters
  Score: Raw -149291.651893 + Penalty 2347.808063 = -146943.843831
  nChanged 1
		SP:Iteration 23Q (5429.180000 sec): 3 clusters
  Score: Raw -149292.030802 + Penalty 2347.808063 = -146944.222740
  nChanged 0
		SP:Iteration 24F (5429.180000 sec): 3 clusters
  Score: Raw -149292.030802 + Penalty 2347.808063 = -146944.222740
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5429.280000 sec): 2 clusters
  Score: Raw -3326384.348436 + Penalty 1666.418583 = -3324717.929853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5429.350000 sec): 3 clusters
  Score: Raw -3308899.646701 + Penalty 3332.837166 = -3305566.809535
  nChanged 13044
		SP:Iteration 1F (5429.430000 sec): 3 clusters
  Score: Raw -3316320.869292 + Penalty 3332.837166 = -3312988.032126
  nChanged 1564
		SP:Iteration 2F (5429.500000 sec): 3 clusters
  Score: Raw -3317123.174137 + Penalty 3332.837166 = -3313790.336971
  nChanged 1722
		SP:Iteration 3F (5429.580000 sec): 3 clusters
  Score: Raw -3318150.251693 + Penalty 3332.837166 = -3314817.414527
  nChanged 1815
		SP:Iteration 4F (5429.650000 sec): 3 clusters
  Score: Raw -3319326.672199 + Penalty 3332.837166 = -3315993.835033
  nChanged 1800
		SP:Iteration 5F (5429.720000 sec): 3 clusters
  Score: Raw -3320537.854291 + Penalty 3332.837166 = -3317205.017125
  nChanged 1690
		SP:Iteration 6F (5429.800000 sec): 3 clusters
  Score: Raw -3321729.850532 + Penalty 3332.837166 = -3318397.013366
  nChanged 1486
		SP:Iteration 7F (5429.880000 sec): 3 clusters
  Score: Raw -3322854.656168 + Penalty 3332.837166 = -3319521.819002
  nChanged 1199
		SP:Iteration 8Q (5429.950000 sec): 3 clusters
  Score: Raw -3323768.310649 + Penalty 3332.837166 = -3320435.473483
  nChanged 946
		SP:Iteration 9Q (5430.020000 sec): 3 clusters
  Score: Raw -3324507.407110 + Penalty 3332.837166 = -3321174.569944
  nChanged 726
		SP:Iteration 10Q (5430.090000 sec): 3 clusters
  Score: Raw -3325031.947241 + Penalty 3332.837166 = -3321699.110075
  nChanged 571
		SP:Iteration 11Q (5430.160000 sec): 3 clusters
  Score: Raw -3325371.069724 + Penalty 3332.837166 = -3322038.232558
  nChanged 439
		SP:Iteration 12Q (5430.220000 sec): 3 clusters
  Score: Raw -3325586.730765 + Penalty 3332.837166 = -3322253.893599
  nChanged 330
		SP:Iteration 13Q (5430.280000 sec): 3 clusters
  Score: Raw -3325745.216088 + Penalty 3332.837166 = -3322412.378922
  nChanged 304
		SP:Iteration 14Q (5430.340000 sec): 3 clusters
  Score: Raw -3325885.739740 + Penalty 3332.837166 = -3322552.902574
  nChanged 280
		SP:Iteration 15Q (5430.410000 sec): 3 clusters
  Score: Raw -3326007.240996 + Penalty 3332.837166 = -3322674.403830
  nChanged 242
		SP:Iteration 16Q (5430.470000 sec): 3 clusters
  Score: Raw -3326102.766909 + Penalty 3332.837166 = -3322769.929743
  nChanged 203
		SP:Iteration 17Q (5430.530000 sec): 3 clusters
  Score: Raw -3326196.095692 + Penalty 3332.837166 = -3322863.258526
  nChanged 192
		SP:Iteration 18Q (5430.590000 sec): 3 clusters
  Score: Raw -3326281.527385 + Penalty 3332.837166 = -3322948.690219
  nChanged 193
		SP:Iteration 19Q (5430.650000 sec): 3 clusters
  Score: Raw -3326366.302096 + Penalty 3332.837166 = -3323033.464930
  nChanged 151
		SP:Iteration 20F (5430.720000 sec): 3 clusters
  Score: Raw -3326430.928518 + Penalty 3332.837166 = -3323098.091352
  nChanged 136
		SP:Iteration 21Q (5430.780000 sec): 3 clusters
  Score: Raw -3326478.656191 + Penalty 3332.837166 = -3323145.819025
  nChanged 113
		SP:Iteration 22Q (5430.830000 sec): 3 clusters
  Score: Raw -3326520.167887 + Penalty 3332.837166 = -3323187.330721
  nChanged 106
		SP:Iteration 23Q (5430.890000 sec): 3 clusters
  Score: Raw -3326559.018628 + Penalty 3332.837166 = -3323226.181462
  nChanged 81
		SP:Iteration 24Q (5430.950000 sec): 3 clusters
  Score: Raw -3326584.617192 + Penalty 3332.837166 = -3323251.780026
  nChanged 58
		SP:Iteration 25Q (5431.010000 sec): 3 clusters
  Score: Raw -3326602.269883 + Penalty 3332.837166 = -3323269.432717
  nChanged 47
		SP:Iteration 26Q (5431.060000 sec): 3 clusters
  Score: Raw -3326616.153374 + Penalty 3332.837166 = -3323283.316208
  nChanged 44
		SP:Iteration 27Q (5431.120000 sec): 3 clusters
  Score: Raw -3326629.770155 + Penalty 3332.837166 = -3323296.932989
  nChanged 43
		SP:Iteration 28Q (5431.170000 sec): 3 clusters
  Score: Raw -3326643.624379 + Penalty 3332.837166 = -3323310.787213
  nChanged 31
		SP:Iteration 29Q (5431.230000 sec): 3 clusters
  Score: Raw -3326651.893272 + Penalty 3332.837166 = -3323319.056106
  nChanged 32
		SP:Iteration 30Q (5431.280000 sec): 3 clusters
  Score: Raw -3326661.881949 + Penalty 3332.837166 = -3323329.044783
  nChanged 17
		SP:Iteration 31Q (5431.340000 sec): 3 clusters
  Score: Raw -3326666.830423 + Penalty 3332.837166 = -3323333.993257
  nChanged 21
		SP:Iteration 32Q (5431.390000 sec): 3 clusters
  Score: Raw -3326672.675670 + Penalty 3332.837166 = -3323339.838504
  nChanged 19
		SP:Iteration 33Q (5431.450000 sec): 3 clusters
  Score: Raw -3326678.381186 + Penalty 3332.837166 = -3323345.544020
  nChanged 20
		SP:Iteration 34Q (5431.500000 sec): 3 clusters
  Score: Raw -3326683.987840 + Penalty 3332.837166 = -3323351.150674
  nChanged 18
		SP:Iteration 35Q (5431.560000 sec): 3 clusters
  Score: Raw -3326688.147130 + Penalty 3332.837166 = -3323355.309964
  nChanged 12
		SP:Iteration 36Q (5431.610000 sec): 3 clusters
  Score: Raw -3326690.278844 + Penalty 3332.837166 = -3323357.441678
  nChanged 17
		SP:Iteration 37Q (5431.670000 sec): 3 clusters
  Score: Raw -3326694.310071 + Penalty 3332.837166 = -3323361.472905
  nChanged 14
		SP:Iteration 38Q (5431.730000 sec): 3 clusters
  Score: Raw -3326698.775422 + Penalty 3332.837166 = -3323365.938256
  nChanged 16
		SP:Iteration 39Q (5431.780000 sec): 3 clusters
  Score: Raw -3326702.698541 + Penalty 3332.837166 = -3323369.861375
  nChanged 14
		SP:Iteration 40F (5431.850000 sec): 3 clusters
  Score: Raw -3326705.670558 + Penalty 3332.837166 = -3323372.833392
  nChanged 8
		SP:Iteration 41Q (5431.910000 sec): 3 clusters
  Score: Raw -3326707.375705 + Penalty 3332.837166 = -3323374.538539
  nChanged 9
		SP:Iteration 42Q (5431.960000 sec): 3 clusters
  Score: Raw -3326709.080110 + Penalty 3332.837166 = -3323376.242944
  nChanged 8
		SP:Iteration 43Q (5432.020000 sec): 3 clusters
  Score: Raw -3326710.530414 + Penalty 3332.837166 = -3323377.693248
  nChanged 7
		SP:Iteration 44Q (5432.070000 sec): 3 clusters
  Score: Raw -3326711.691473 + Penalty 3332.837166 = -3323378.854307
  nChanged 3
		SP:Iteration 45Q (5432.130000 sec): 3 clusters
  Score: Raw -3326712.584212 + Penalty 3332.837166 = -3323379.747046
  nChanged 3
		SP:Iteration 46Q (5432.180000 sec): 3 clusters
  Score: Raw -3326713.083753 + Penalty 3332.837166 = -3323380.246587
  nChanged 2
		SP:Iteration 47Q (5432.230000 sec): 3 clusters
  Score: Raw -3326713.408814 + Penalty 3332.837166 = -3323380.571648
  nChanged 1
		SP:Iteration 48Q (5432.290000 sec): 3 clusters
  Score: Raw -3326713.541688 + Penalty 3332.837166 = -3323380.704522
  nChanged 4
		SP:Iteration 49Q (5432.350000 sec): 3 clusters
  Score: Raw -3326714.181016 + Penalty 3332.837166 = -3323381.343850
  nChanged 3
		SP:Iteration 50Q (5432.400000 sec): 3 clusters
  Score: Raw -3326714.915949 + Penalty 3332.837166 = -3323382.078783
  nChanged 5
		SP:Iteration 51Q (5432.450000 sec): 3 clusters
  Score: Raw -3326716.712442 + Penalty 3332.837166 = -3323383.875276
  nChanged 7
		SP:Iteration 52Q (5432.510000 sec): 3 clusters
  Score: Raw -3326718.783146 + Penalty 3332.837166 = -3323385.945981
  nChanged 7
		SP:Iteration 53Q (5432.560000 sec): 3 clusters
  Score: Raw -3326720.663111 + Penalty 3332.837166 = -3323387.825945
  nChanged 11
		SP:Iteration 54Q (5432.620000 sec): 3 clusters
  Score: Raw -3326723.785034 + Penalty 3332.837166 = -3323390.947868
  nChanged 10
		SP:Iteration 55Q (5432.670000 sec): 3 clusters
  Score: Raw -3326726.510437 + Penalty 3332.837166 = -3323393.673271
  nChanged 9
		SP:Iteration 56Q (5432.730000 sec): 3 clusters
  Score: Raw -3326728.646263 + Penalty 3332.837166 = -3323395.809097
  nChanged 5
		SP:Iteration 57Q (5432.780000 sec): 3 clusters
  Score: Raw -3326729.724487 + Penalty 3332.837166 = -3323396.887322
  nChanged 7
		SP:Iteration 58Q (5432.830000 sec): 3 clusters
  Score: Raw -3326731.346393 + Penalty 3332.837166 = -3323398.509227
  nChanged 8
		SP:Iteration 59Q (5432.890000 sec): 3 clusters
  Score: Raw -3326733.676324 + Penalty 3332.837166 = -3323400.839158
  nChanged 6
		SP:Iteration 60F (5432.960000 sec): 3 clusters
  Score: Raw -3326736.097367 + Penalty 3332.837166 = -3323403.260202
  nChanged 7
		SP:Iteration 61Q (5433.010000 sec): 3 clusters
  Score: Raw -3326738.849554 + Penalty 3332.837166 = -3323406.012388
  nChanged 9
		SP:Iteration 62Q (5433.070000 sec): 3 clusters
  Score: Raw -3326741.492959 + Penalty 3332.837166 = -3323408.655793
  nChanged 12
		SP:Iteration 63Q (5433.120000 sec): 3 clusters
  Score: Raw -3326746.582115 + Penalty 3332.837166 = -3323413.744949
  nChanged 10
		SP:Iteration 64Q (5433.180000 sec): 3 clusters
  Score: Raw -3326749.398633 + Penalty 3332.837166 = -3323416.561467
  nChanged 8
		SP:Iteration 65Q (5433.230000 sec): 3 clusters
  Score: Raw -3326750.827356 + Penalty 3332.837166 = -3323417.990190
  nChanged 5
		SP:Iteration 66Q (5433.290000 sec): 3 clusters
  Score: Raw -3326752.570333 + Penalty 3332.837166 = -3323419.733167
  nChanged 8
		SP:Iteration 67Q (5433.340000 sec): 3 clusters
  Score: Raw -3326755.585328 + Penalty 3332.837166 = -3323422.748162
  nChanged 11
		SP:Iteration 68Q (5433.390000 sec): 3 clusters
  Score: Raw -3326759.749262 + Penalty 3332.837166 = -3323426.912096
  nChanged 9
		SP:Iteration 69Q (5433.450000 sec): 3 clusters
  Score: Raw -3326761.977303 + Penalty 3332.837166 = -3323429.140137
  nChanged 5
		SP:Iteration 70Q (5433.500000 sec): 3 clusters
  Score: Raw -3326763.074819 + Penalty 3332.837166 = -3323430.237653
  nChanged 4
		SP:Iteration 71Q (5433.550000 sec): 3 clusters
  Score: Raw -3326764.042834 + Penalty 3332.837166 = -3323431.205668
  nChanged 4
		SP:Iteration 72Q (5433.610000 sec): 3 clusters
  Score: Raw -3326765.507879 + Penalty 3332.837166 = -3323432.670713
  nChanged 5
		SP:Iteration 73Q (5433.660000 sec): 3 clusters
  Score: Raw -3326767.234387 + Penalty 3332.837166 = -3323434.397221
  nChanged 3
		SP:Iteration 74Q (5433.710000 sec): 3 clusters
  Score: Raw -3326767.810482 + Penalty 3332.837166 = -3323434.973316
  nChanged 2
		SP:Iteration 75Q (5433.770000 sec): 3 clusters
  Score: Raw -3326768.438359 + Penalty 3332.837166 = -3323435.601193
  nChanged 4
		SP:Iteration 76Q (5433.820000 sec): 3 clusters
  Score: Raw -3326769.233251 + Penalty 3332.837166 = -3323436.396085
  nChanged 2
		SP:Iteration 77Q (5433.880000 sec): 3 clusters
  Score: Raw -3326769.476187 + Penalty 3332.837166 = -3323436.639022
  nChanged 0
		SP:Iteration 78F (5433.950000 sec): 3 clusters
  Score: Raw -3326769.476187 + Penalty 3332.837166 = -3323436.639022
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5433.990000 sec): 2 clusters
  Score: Raw -919794.240503 + Penalty 1467.649960 = -918326.590543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5434.010000 sec): 3 clusters
  Score: Raw -915251.512764 + Penalty 2935.299920 = -912316.212844
  nChanged 3562
		SP:Iteration 1F (5434.030000 sec): 3 clusters
  Score: Raw -917243.939982 + Penalty 2935.299920 = -914308.640063
  nChanged 645
		SP:Iteration 2F (5434.050000 sec): 3 clusters
  Score: Raw -917635.044286 + Penalty 2935.299920 = -914699.744366
  nChanged 603
		SP:Iteration 3F (5434.070000 sec): 3 clusters
  Score: Raw -918048.694837 + Penalty 2935.299920 = -915113.394917
  nChanged 588
		SP:Iteration 4F (5434.090000 sec): 3 clusters
  Score: Raw -918473.062519 + Penalty 2935.299920 = -915537.762599
  nChanged 520
		SP:Iteration 5F (5434.110000 sec): 3 clusters
  Score: Raw -918823.030012 + Penalty 2935.299920 = -915887.730092
  nChanged 432
		SP:Iteration 6F (5434.130000 sec): 3 clusters
  Score: Raw -919110.697723 + Penalty 2935.299920 = -916175.397803
  nChanged 372
		SP:Iteration 7Q (5434.160000 sec): 3 clusters
  Score: Raw -919329.986673 + Penalty 2935.299920 = -916394.686753
  nChanged 284
		SP:Iteration 8Q (5434.180000 sec): 3 clusters
  Score: Raw -919474.372319 + Penalty 2935.299920 = -916539.072399
  nChanged 195
		SP:Iteration 9Q (5434.200000 sec): 3 clusters
  Score: Raw -919564.775213 + Penalty 2935.299920 = -916629.475293
  nChanged 175
		SP:Iteration 10Q (5434.220000 sec): 3 clusters
  Score: Raw -919647.464305 + Penalty 2935.299920 = -916712.164385
  nChanged 142
		SP:Iteration 11Q (5434.240000 sec): 3 clusters
  Score: Raw -919702.660828 + Penalty 2935.299920 = -916767.360908
  nChanged 118
		SP:Iteration 12Q (5434.260000 sec): 3 clusters
  Score: Raw -919748.361111 + Penalty 2935.299920 = -916813.061191
  nChanged 99
		SP:Iteration 13Q (5434.280000 sec): 3 clusters
  Score: Raw -919786.747953 + Penalty 2935.299920 = -916851.448033
  nChanged 102
		SP:Iteration 14Q (5434.300000 sec): 3 clusters
  Score: Raw -919824.694582 + Penalty 2935.299920 = -916889.394662
  nChanged 96
		SP:Iteration 15Q (5434.320000 sec): 3 clusters
  Score: Raw -919868.071563 + Penalty 2935.299920 = -916932.771643
  nChanged 84
		SP:Iteration 16Q (5434.340000 sec): 3 clusters
  Score: Raw -919906.477434 + Penalty 2935.299920 = -916971.177515
  nChanged 76
		SP:Iteration 17Q (5434.360000 sec): 3 clusters
  Score: Raw -919942.520405 + Penalty 2935.299920 = -917007.220485
  nChanged 72
		SP:Iteration 18Q (5434.380000 sec): 3 clusters
  Score: Raw -919968.719626 + Penalty 2935.299920 = -917033.419706
  nChanged 48
		SP:Iteration 19Q (5434.400000 sec): 3 clusters
  Score: Raw -919989.918435 + Penalty 2935.299920 = -917054.618516
  nChanged 50
		SP:Iteration 20F (5434.430000 sec): 3 clusters
  Score: Raw -920010.812279 + Penalty 2935.299920 = -917075.512359
  nChanged 39
		SP:Iteration 21Q (5434.450000 sec): 3 clusters
  Score: Raw -920025.868103 + Penalty 2935.299920 = -917090.568183
  nChanged 35
		SP:Iteration 22Q (5434.470000 sec): 3 clusters
  Score: Raw -920039.337347 + Penalty 2935.299920 = -917104.037427
  nChanged 29
		SP:Iteration 23Q (5434.490000 sec): 3 clusters
  Score: Raw -920050.292768 + Penalty 2935.299920 = -917114.992849
  nChanged 28
		SP:Iteration 24Q (5434.500000 sec): 3 clusters
  Score: Raw -920060.574815 + Penalty 2935.299920 = -917125.274896
  nChanged 24
		SP:Iteration 25Q (5434.520000 sec): 3 clusters
  Score: Raw -920069.556813 + Penalty 2935.299920 = -917134.256894
  nChanged 16
		SP:Iteration 26Q (5434.540000 sec): 3 clusters
  Score: Raw -920075.180388 + Penalty 2935.299920 = -917139.880468
  nChanged 13
		SP:Iteration 27Q (5434.560000 sec): 3 clusters
  Score: Raw -920079.773617 + Penalty 2935.299920 = -917144.473697
  nChanged 8
		SP:Iteration 28Q (5434.580000 sec): 3 clusters
  Score: Raw -920082.361790 + Penalty 2935.299920 = -917147.061870
  nChanged 14
		SP:Iteration 29Q (5434.600000 sec): 3 clusters
  Score: Raw -920087.244636 + Penalty 2935.299920 = -917151.944716
  nChanged 9
		SP:Iteration 30Q (5434.620000 sec): 3 clusters
  Score: Raw -920090.082936 + Penalty 2935.299920 = -917154.783016
  nChanged 10
		SP:Iteration 31Q (5434.640000 sec): 3 clusters
  Score: Raw -920093.133193 + Penalty 2935.299920 = -917157.833274
  nChanged 7
		SP:Iteration 32Q (5434.660000 sec): 3 clusters
  Score: Raw -920095.391445 + Penalty 2935.299920 = -917160.091526
  nChanged 9
		SP:Iteration 33Q (5434.680000 sec): 3 clusters
  Score: Raw -920098.759800 + Penalty 2935.299920 = -917163.459881
  nChanged 5
		SP:Iteration 34Q (5434.700000 sec): 3 clusters
  Score: Raw -920100.492051 + Penalty 2935.299920 = -917165.192131
  nChanged 3
		SP:Iteration 35Q (5434.720000 sec): 3 clusters
  Score: Raw -920101.402135 + Penalty 2935.299920 = -917166.102215
  nChanged 5
		SP:Iteration 36Q (5434.740000 sec): 3 clusters
  Score: Raw -920103.011388 + Penalty 2935.299920 = -917167.711468
  nChanged 3
		SP:Iteration 37Q (5434.760000 sec): 3 clusters
  Score: Raw -920103.904195 + Penalty 2935.299920 = -917168.604276
  nChanged 3
		SP:Iteration 38Q (5434.770000 sec): 3 clusters
  Score: Raw -920105.259043 + Penalty 2935.299920 = -917169.959123
  nChanged 5
		SP:Iteration 39Q (5434.790000 sec): 3 clusters
  Score: Raw -920106.633299 + Penalty 2935.299920 = -917171.333379
  nChanged 4
		SP:Iteration 40F (5434.820000 sec): 3 clusters
  Score: Raw -920107.710810 + Penalty 2935.299920 = -917172.410890
  nChanged 4
		SP:Iteration 41Q (5434.830000 sec): 3 clusters
  Score: Raw -920108.985678 + Penalty 2935.299920 = -917173.685759
  nChanged 3
		SP:Iteration 42Q (5434.850000 sec): 3 clusters
  Score: Raw -920110.378351 + Penalty 2935.299920 = -917175.078432
  nChanged 5
		SP:Iteration 43Q (5434.870000 sec): 3 clusters
  Score: Raw -920112.806611 + Penalty 2935.299920 = -917177.506691
  nChanged 8
		SP:Iteration 44Q (5434.890000 sec): 3 clusters
  Score: Raw -920116.394710 + Penalty 2935.299920 = -917181.094791
  nChanged 10
		SP:Iteration 45Q (5434.910000 sec): 3 clusters
  Score: Raw -920120.309665 + Penalty 2935.299920 = -917185.009745
  nChanged 9
		SP:Iteration 46Q (5434.930000 sec): 3 clusters
  Score: Raw -920124.176917 + Penalty 2935.299920 = -917188.876997
  nChanged 11
		SP:Iteration 47Q (5434.950000 sec): 3 clusters
  Score: Raw -920128.173988 + Penalty 2935.299920 = -917192.874068
  nChanged 4
		SP:Iteration 48Q (5434.970000 sec): 3 clusters
  Score: Raw -920130.009933 + Penalty 2935.299920 = -917194.710014
  nChanged 5
		SP:Iteration 49Q (5434.990000 sec): 3 clusters
  Score: Raw -920131.323134 + Penalty 2935.299920 = -917196.023214
  nChanged 4
		SP:Iteration 50Q (5435.010000 sec): 3 clusters
  Score: Raw -920132.330807 + Penalty 2935.299920 = -917197.030887
  nChanged 5
		SP:Iteration 51Q (5435.030000 sec): 3 clusters
  Score: Raw -920135.113049 + Penalty 2935.299920 = -917199.813129
  nChanged 7
		SP:Iteration 52Q (5435.050000 sec): 3 clusters
  Score: Raw -920137.856885 + Penalty 2935.299920 = -917202.556965
  nChanged 9
		SP:Iteration 53Q (5435.070000 sec): 3 clusters
  Score: Raw -920139.916009 + Penalty 2935.299920 = -917204.616089
  nChanged 2
		SP:Iteration 54Q (5435.080000 sec): 3 clusters
  Score: Raw -920140.794993 + Penalty 2935.299920 = -917205.495073
  nChanged 2
		SP:Iteration 55Q (5435.100000 sec): 3 clusters
  Score: Raw -920141.476854 + Penalty 2935.299920 = -917206.176934
  nChanged 1
		SP:Iteration 56Q (5435.120000 sec): 3 clusters
  Score: Raw -920141.697575 + Penalty 2935.299920 = -917206.397655
  nChanged 1
		SP:Iteration 57Q (5435.140000 sec): 3 clusters
  Score: Raw -920142.002759 + Penalty 2935.299920 = -917206.702840
  nChanged 0
		SP:Iteration 58F (5435.160000 sec): 3 clusters
  Score: Raw -920142.002759 + Penalty 2935.299920 = -917206.702840
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5435.170000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5435.170000 sec): 3 clusters
  Score: Raw -34528.228151 + Penalty 1875.718365 = -32652.509786
  nChanged 65
		SP:Iteration 1F (5435.170000 sec): 3 clusters
  Score: Raw -34641.595270 + Penalty 1875.718365 = -32765.876905
  nChanged 17
		SP:Iteration 2F (5435.170000 sec): 3 clusters
  Score: Raw -34691.196014 + Penalty 1875.718365 = -32815.477649
  nChanged 8
		SP:Iteration 3Q (5435.170000 sec): 3 clusters
  Score: Raw -34705.145670 + Penalty 1875.718365 = -32829.427305
  nChanged 3
		SP:Iteration 4Q (5435.170000 sec): 3 clusters
  Score: Raw -34715.513244 + Penalty 1875.718365 = -32839.794879
  nChanged 5
		SP:Iteration 5Q (5435.170000 sec): 3 clusters
  Score: Raw -34728.442733 + Penalty 1875.718365 = -32852.724368
  nChanged 4
		SP:Iteration 6Q (5435.170000 sec): 3 clusters
  Score: Raw -34734.645713 + Penalty 1875.718365 = -32858.927348
  nChanged 1
		SP:Iteration 7Q (5435.180000 sec): 3 clusters
  Score: Raw -34736.106351 + Penalty 1875.718365 = -32860.387986
  nChanged 2
		SP:Iteration 8Q (5435.180000 sec): 3 clusters
  Score: Raw -34740.859801 + Penalty 1875.718365 = -32865.141436
  nChanged 2
		SP:Iteration 9Q (5435.180000 sec): 3 clusters
  Score: Raw -34744.223281 + Penalty 1875.718365 = -32868.504916
  nChanged 1
		SP:Iteration 10Q (5435.180000 sec): 3 clusters
  Score: Raw -34745.198318 + Penalty 1875.718365 = -32869.479953
  nChanged 0
		SP:Iteration 11F (5435.180000 sec): 3 clusters
  Score: Raw -34745.198318 + Penalty 1875.718365 = -32869.479953
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5435.190000 sec): 2 clusters
  Score: Raw -191226.378075 + Penalty 1219.015599 = -190007.362476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5435.190000 sec): 3 clusters
  Score: Raw -190486.053771 + Penalty 2438.031199 = -188048.022572
  nChanged 632
		SP:Iteration 1F (5435.200000 sec): 3 clusters
  Score: Raw -190931.607098 + Penalty 2438.031199 = -188493.575899
  nChanged 147
		SP:Iteration 2F (5435.200000 sec): 3 clusters
  Score: Raw -191082.032697 + Penalty 2438.031199 = -188644.001498
  nChanged 108
		SP:Iteration 3F (5435.210000 sec): 3 clusters
  Score: Raw -191179.993882 + Penalty 2438.031199 = -188741.962683
  nChanged 69
		SP:Iteration 4Q (5435.210000 sec): 3 clusters
  Score: Raw -191242.418874 + Penalty 2438.031199 = -188804.387675
  nChanged 56
		SP:Iteration 5Q (5435.210000 sec): 3 clusters
  Score: Raw -191282.623693 + Penalty 2438.031199 = -188844.592494
  nChanged 49
		SP:Iteration 6Q (5435.220000 sec): 3 clusters
  Score: Raw -191313.820105 + Penalty 2438.031199 = -188875.788906
  nChanged 31
		SP:Iteration 7Q (5435.230000 sec): 3 clusters
  Score: Raw -191338.731184 + Penalty 2438.031199 = -188900.699985
  nChanged 33
		SP:Iteration 8Q (5435.230000 sec): 3 clusters
  Score: Raw -191362.000398 + Penalty 2438.031199 = -188923.969199
  nChanged 31
		SP:Iteration 9Q (5435.230000 sec): 3 clusters
  Score: Raw -191390.796090 + Penalty 2438.031199 = -188952.764891
  nChanged 26
		SP:Iteration 10Q (5435.240000 sec): 3 clusters
  Score: Raw -191406.143221 + Penalty 2438.031199 = -188968.112022
  nChanged 20
		SP:Iteration 11Q (5435.240000 sec): 3 clusters
  Score: Raw -191416.205412 + Penalty 2438.031199 = -188978.174214
  nChanged 19
		SP:Iteration 12Q (5435.250000 sec): 3 clusters
  Score: Raw -191428.704779 + Penalty 2438.031199 = -188990.673581
  nChanged 22
		SP:Iteration 13Q (5435.250000 sec): 3 clusters
  Score: Raw -191445.354662 + Penalty 2438.031199 = -189007.323464
  nChanged 17
		SP:Iteration 14Q (5435.250000 sec): 3 clusters
  Score: Raw -191454.772653 + Penalty 2438.031199 = -189016.741454
  nChanged 16
		SP:Iteration 15Q (5435.260000 sec): 3 clusters
  Score: Raw -191465.471990 + Penalty 2438.031199 = -189027.440791
  nChanged 19
		SP:Iteration 16Q (5435.260000 sec): 3 clusters
  Score: Raw -191479.525529 + Penalty 2438.031199 = -189041.494330
  nChanged 19
		SP:Iteration 17Q (5435.270000 sec): 3 clusters
  Score: Raw -191490.462507 + Penalty 2438.031199 = -189052.431308
  nChanged 22
		SP:Iteration 18Q (5435.270000 sec): 3 clusters
  Score: Raw -191503.776561 + Penalty 2438.031199 = -189065.745362
  nChanged 17
		SP:Iteration 19Q (5435.270000 sec): 3 clusters
  Score: Raw -191512.114448 + Penalty 2438.031199 = -189074.083249
  nChanged 9
		SP:Iteration 20F (5435.280000 sec): 3 clusters
  Score: Raw -191517.336930 + Penalty 2438.031199 = -189079.305732
  nChanged 6
		SP:Iteration 21Q (5435.290000 sec): 3 clusters
  Score: Raw -191524.398657 + Penalty 2438.031199 = -189086.367458
  nChanged 13
		SP:Iteration 22Q (5435.290000 sec): 3 clusters
  Score: Raw -191532.912157 + Penalty 2438.031199 = -189094.880958
  nChanged 16
		SP:Iteration 23Q (5435.290000 sec): 3 clusters
  Score: Raw -191544.488359 + Penalty 2438.031199 = -189106.457160
  nChanged 10
		SP:Iteration 24Q (5435.300000 sec): 3 clusters
  Score: Raw -191549.709811 + Penalty 2438.031199 = -189111.678612
  nChanged 7
		SP:Iteration 25Q (5435.300000 sec): 3 clusters
  Score: Raw -191554.377241 + Penalty 2438.031199 = -189116.346042
  nChanged 9
		SP:Iteration 26Q (5435.310000 sec): 3 clusters
  Score: Raw -191560.052185 + Penalty 2438.031199 = -189122.020986
  nChanged 8
		SP:Iteration 27Q (5435.310000 sec): 3 clusters
  Score: Raw -191566.141832 + Penalty 2438.031199 = -189128.110633
  nChanged 15
		SP:Iteration 28Q (5435.310000 sec): 3 clusters
  Score: Raw -191576.000237 + Penalty 2438.031199 = -189137.969038
  nChanged 12
		SP:Iteration 29Q (5435.320000 sec): 3 clusters
  Score: Raw -191586.849623 + Penalty 2438.031199 = -189148.818424
  nChanged 8
		SP:Iteration 30Q (5435.320000 sec): 3 clusters
  Score: Raw -191595.382624 + Penalty 2438.031199 = -189157.351425
  nChanged 10
		SP:Iteration 31Q (5435.330000 sec): 3 clusters
  Score: Raw -191612.812947 + Penalty 2438.031199 = -189174.781748
  nChanged 13
		SP:Iteration 32Q (5435.330000 sec): 3 clusters
  Score: Raw -191639.253862 + Penalty 2438.031199 = -189201.222664
  nChanged 15
		SP:Iteration 33Q (5435.330000 sec): 3 clusters
  Score: Raw -191677.702007 + Penalty 2438.031199 = -189239.670808
  nChanged 16
		SP:Iteration 34Q (5435.340000 sec): 3 clusters
  Score: Raw -191693.843123 + Penalty 2438.031199 = -189255.811924
  nChanged 7
		SP:Iteration 35Q (5435.340000 sec): 3 clusters
  Score: Raw -191698.893324 + Penalty 2438.031199 = -189260.862125
  nChanged 6
		SP:Iteration 36Q (5435.350000 sec): 3 clusters
  Score: Raw -191702.203855 + Penalty 2438.031199 = -189264.172656
  nChanged 5
		SP:Iteration 37Q (5435.350000 sec): 3 clusters
  Score: Raw -191704.300201 + Penalty 2438.031199 = -189266.269002
  nChanged 4
		SP:Iteration 38Q (5435.350000 sec): 3 clusters
  Score: Raw -191706.651342 + Penalty 2438.031199 = -189268.620143
  nChanged 1
		SP:Iteration 39Q (5435.360000 sec): 3 clusters
  Score: Raw -191706.961205 + Penalty 2438.031199 = -189268.930006
  nChanged 1
		SP:Iteration 40F (5435.360000 sec): 3 clusters
  Score: Raw -191707.448885 + Penalty 2438.031199 = -189269.417687
  nChanged 1
		SP:Iteration 41Q (5435.370000 sec): 3 clusters
  Score: Raw -191707.694914 + Penalty 2438.031199 = -189269.663715
  nChanged 0
		SP:Iteration 42F (5435.370000 sec): 3 clusters
  Score: Raw -191707.694914 + Penalty 2438.031199 = -189269.663715
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5435.390000 sec): 2 clusters
  Score: Raw -488568.689326 + Penalty 1361.376447 = -487207.312879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5435.400000 sec): 3 clusters
  Score: Raw -486336.595064 + Penalty 2722.752894 = -483613.842170
  nChanged 1763
		SP:Iteration 1F (5435.410000 sec): 3 clusters
  Score: Raw -487318.059697 + Penalty 2722.752894 = -484595.306803
  nChanged 350
		SP:Iteration 2F (5435.420000 sec): 3 clusters
  Score: Raw -487544.031100 + Penalty 2722.752894 = -484821.278206
  nChanged 286
		SP:Iteration 3F (5435.430000 sec): 3 clusters
  Score: Raw -487717.787347 + Penalty 2722.752894 = -484995.034453
  nChanged 219
		SP:Iteration 4F (5435.440000 sec): 3 clusters
  Score: Raw -487843.961105 + Penalty 2722.752894 = -485121.208211
  nChanged 164
		SP:Iteration 5Q (5435.450000 sec): 3 clusters
  Score: Raw -487921.963473 + Penalty 2722.752894 = -485199.210579
  nChanged 124
		SP:Iteration 6Q (5435.470000 sec): 3 clusters
  Score: Raw -487977.756438 + Penalty 2722.752894 = -485255.003544
  nChanged 112
		SP:Iteration 7Q (5435.470000 sec): 3 clusters
  Score: Raw -488032.673002 + Penalty 2722.752894 = -485309.920108
  nChanged 123
		SP:Iteration 8Q (5435.490000 sec): 3 clusters
  Score: Raw -488085.700358 + Penalty 2722.752894 = -485362.947464
  nChanged 89
		SP:Iteration 9Q (5435.500000 sec): 3 clusters
  Score: Raw -488122.425460 + Penalty 2722.752894 = -485399.672566
  nChanged 70
		SP:Iteration 10Q (5435.510000 sec): 3 clusters
  Score: Raw -488158.945304 + Penalty 2722.752894 = -485436.192410
  nChanged 78
		SP:Iteration 11Q (5435.520000 sec): 3 clusters
  Score: Raw -488195.245987 + Penalty 2722.752894 = -485472.493093
  nChanged 69
		SP:Iteration 12Q (5435.530000 sec): 3 clusters
  Score: Raw -488219.257345 + Penalty 2722.752894 = -485496.504451
  nChanged 58
		SP:Iteration 13Q (5435.540000 sec): 3 clusters
  Score: Raw -488243.976764 + Penalty 2722.752894 = -485521.223869
  nChanged 64
		SP:Iteration 14Q (5435.550000 sec): 3 clusters
  Score: Raw -488275.104762 + Penalty 2722.752894 = -485552.351868
  nChanged 54
		SP:Iteration 15Q (5435.570000 sec): 3 clusters
  Score: Raw -488300.686671 + Penalty 2722.752894 = -485577.933777
  nChanged 56
		SP:Iteration 16Q (5435.580000 sec): 3 clusters
  Score: Raw -488323.180553 + Penalty 2722.752894 = -485600.427659
  nChanged 51
		SP:Iteration 17Q (5435.590000 sec): 3 clusters
  Score: Raw -488343.953729 + Penalty 2722.752894 = -485621.200835
  nChanged 42
		SP:Iteration 18Q (5435.600000 sec): 3 clusters
  Score: Raw -488362.734397 + Penalty 2722.752894 = -485639.981503
  nChanged 40
		SP:Iteration 19Q (5435.610000 sec): 3 clusters
  Score: Raw -488374.458041 + Penalty 2722.752894 = -485651.705147
  nChanged 33
		SP:Iteration 20F (5435.620000 sec): 3 clusters
  Score: Raw -488383.762794 + Penalty 2722.752894 = -485661.009900
  nChanged 23
		SP:Iteration 21Q (5435.630000 sec): 3 clusters
  Score: Raw -488390.550501 + Penalty 2722.752894 = -485667.797607
  nChanged 23
		SP:Iteration 22Q (5435.640000 sec): 3 clusters
  Score: Raw -488397.069038 + Penalty 2722.752894 = -485674.316144
  nChanged 20
		SP:Iteration 23Q (5435.650000 sec): 3 clusters
  Score: Raw -488403.242097 + Penalty 2722.752894 = -485680.489203
  nChanged 23
		SP:Iteration 24Q (5435.660000 sec): 3 clusters
  Score: Raw -488410.237172 + Penalty 2722.752894 = -485687.484277
  nChanged 17
		SP:Iteration 25Q (5435.670000 sec): 3 clusters
  Score: Raw -488415.931129 + Penalty 2722.752894 = -485693.178235
  nChanged 19
		SP:Iteration 26Q (5435.680000 sec): 3 clusters
  Score: Raw -488421.026383 + Penalty 2722.752894 = -485698.273489
  nChanged 17
		SP:Iteration 27Q (5435.700000 sec): 3 clusters
  Score: Raw -488426.195750 + Penalty 2722.752894 = -485703.442856
  nChanged 10
		SP:Iteration 28Q (5435.700000 sec): 3 clusters
  Score: Raw -488428.817105 + Penalty 2722.752894 = -485706.064211
  nChanged 11
		SP:Iteration 29Q (5435.720000 sec): 3 clusters
  Score: Raw -488431.463965 + Penalty 2722.752894 = -485708.711071
  nChanged 7
		SP:Iteration 30Q (5435.730000 sec): 3 clusters
  Score: Raw -488432.557094 + Penalty 2722.752894 = -485709.804200
  nChanged 3
		SP:Iteration 31Q (5435.740000 sec): 3 clusters
  Score: Raw -488432.977758 + Penalty 2722.752894 = -485710.224864
  nChanged 3
		SP:Iteration 32Q (5435.750000 sec): 3 clusters
  Score: Raw -488433.528249 + Penalty 2722.752894 = -485710.775355
  nChanged 4
		SP:Iteration 33Q (5435.760000 sec): 3 clusters
  Score: Raw -488434.306024 + Penalty 2722.752894 = -485711.553130
  nChanged 4
		SP:Iteration 34Q (5435.770000 sec): 3 clusters
  Score: Raw -488434.941881 + Penalty 2722.752894 = -485712.188987
  nChanged 6
		SP:Iteration 35Q (5435.780000 sec): 3 clusters
  Score: Raw -488436.422052 + Penalty 2722.752894 = -485713.669158
  nChanged 9
		SP:Iteration 36Q (5435.790000 sec): 3 clusters
  Score: Raw -488439.667995 + Penalty 2722.752894 = -485716.915101
  nChanged 16
		SP:Iteration 37Q (5435.800000 sec): 3 clusters
  Score: Raw -488445.843317 + Penalty 2722.752894 = -485723.090423
  nChanged 18
		SP:Iteration 38Q (5435.810000 sec): 3 clusters
  Score: Raw -488450.339240 + Penalty 2722.752894 = -485727.586346
  nChanged 15
		SP:Iteration 39Q (5435.820000 sec): 3 clusters
  Score: Raw -488454.919227 + Penalty 2722.752894 = -485732.166333
  nChanged 12
		SP:Iteration 40F (5435.830000 sec): 3 clusters
  Score: Raw -488458.153864 + Penalty 2722.752894 = -485735.400970
  nChanged 11
		SP:Iteration 41Q (5435.840000 sec): 3 clusters
  Score: Raw -488461.553920 + Penalty 2722.752894 = -485738.801026
  nChanged 16
		SP:Iteration 42Q (5435.860000 sec): 3 clusters
  Score: Raw -488466.186452 + Penalty 2722.752894 = -485743.433558
  nChanged 19
		SP:Iteration 43Q (5435.860000 sec): 3 clusters
  Score: Raw -488472.227252 + Penalty 2722.752894 = -485749.474358
  nChanged 11
		SP:Iteration 44Q (5435.880000 sec): 3 clusters
  Score: Raw -488475.975792 + Penalty 2722.752894 = -485753.222898
  nChanged 9
		SP:Iteration 45Q (5435.890000 sec): 3 clusters
  Score: Raw -488479.350187 + Penalty 2722.752894 = -485756.597293
  nChanged 8
		SP:Iteration 46Q (5435.900000 sec): 3 clusters
  Score: Raw -488481.855810 + Penalty 2722.752894 = -485759.102916
  nChanged 8
		SP:Iteration 47Q (5435.910000 sec): 3 clusters
  Score: Raw -488483.835707 + Penalty 2722.752894 = -485761.082813
  nChanged 7
		SP:Iteration 48Q (5435.920000 sec): 3 clusters
  Score: Raw -488486.020994 + Penalty 2722.752894 = -485763.268100
  nChanged 5
		SP:Iteration 49Q (5435.930000 sec): 3 clusters
  Score: Raw -488486.806738 + Penalty 2722.752894 = -485764.053844
  nChanged 6
		SP:Iteration 50Q (5435.940000 sec): 3 clusters
  Score: Raw -488488.685292 + Penalty 2722.752894 = -485765.932398
  nChanged 12
		SP:Iteration 51Q (5435.950000 sec): 3 clusters
  Score: Raw -488491.925282 + Penalty 2722.752894 = -485769.172388
  nChanged 6
		SP:Iteration 52Q (5435.960000 sec): 3 clusters
  Score: Raw -488493.965365 + Penalty 2722.752894 = -485771.212470
  nChanged 8
		SP:Iteration 53Q (5435.970000 sec): 3 clusters
  Score: Raw -488496.196050 + Penalty 2722.752894 = -485773.443156
  nChanged 9
		SP:Iteration 54Q (5435.980000 sec): 3 clusters
  Score: Raw -488498.942246 + Penalty 2722.752894 = -485776.189352
  nChanged 13
		SP:Iteration 55Q (5435.990000 sec): 3 clusters
  Score: Raw -488502.908511 + Penalty 2722.752894 = -485780.155617
  nChanged 7
		SP:Iteration 56Q (5436.000000 sec): 3 clusters
  Score: Raw -488505.016420 + Penalty 2722.752894 = -485782.263526
  nChanged 2
		SP:Iteration 57Q (5436.010000 sec): 3 clusters
  Score: Raw -488505.320196 + Penalty 2722.752894 = -485782.567302
  nChanged 0
		SP:Iteration 58F (5436.020000 sec): 3 clusters
  Score: Raw -488505.320196 + Penalty 2722.752894 = -485782.567302
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5436.040000 sec): 2 clusters
  Score: Raw -263790.507020 + Penalty 1265.179646 = -262525.327375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5436.040000 sec): 3 clusters
  Score: Raw -262717.893640 + Penalty 2530.359291 = -260187.534349
  nChanged 876
		SP:Iteration 1F (5436.050000 sec): 3 clusters
  Score: Raw -263317.160253 + Penalty 2530.359291 = -260786.800962
  nChanged 194
		SP:Iteration 2F (5436.050000 sec): 3 clusters
  Score: Raw -263467.875044 + Penalty 2530.359291 = -260937.515753
  nChanged 136
		SP:Iteration 3F (5436.060000 sec): 3 clusters
  Score: Raw -263555.481829 + Penalty 2530.359291 = -261025.122537
  nChanged 107
		SP:Iteration 4Q (5436.060000 sec): 3 clusters
  Score: Raw -263628.104273 + Penalty 2530.359291 = -261097.744982
  nChanged 80
		SP:Iteration 5Q (5436.070000 sec): 3 clusters
  Score: Raw -263682.129234 + Penalty 2530.359291 = -261151.769943
  nChanged 64
		SP:Iteration 6Q (5436.080000 sec): 3 clusters
  Score: Raw -263722.333864 + Penalty 2530.359291 = -261191.974572
  nChanged 45
		SP:Iteration 7Q (5436.080000 sec): 3 clusters
  Score: Raw -263749.135526 + Penalty 2530.359291 = -261218.776235
  nChanged 42
		SP:Iteration 8Q (5436.090000 sec): 3 clusters
  Score: Raw -263770.818255 + Penalty 2530.359291 = -261240.458963
  nChanged 31
		SP:Iteration 9Q (5436.100000 sec): 3 clusters
  Score: Raw -263789.650218 + Penalty 2530.359291 = -261259.290926
  nChanged 31
		SP:Iteration 10Q (5436.100000 sec): 3 clusters
  Score: Raw -263812.044149 + Penalty 2530.359291 = -261281.684857
  nChanged 25
		SP:Iteration 11Q (5436.110000 sec): 3 clusters
  Score: Raw -263833.104100 + Penalty 2530.359291 = -261302.744808
  nChanged 21
		SP:Iteration 12Q (5436.110000 sec): 3 clusters
  Score: Raw -263846.747945 + Penalty 2530.359291 = -261316.388654
  nChanged 23
		SP:Iteration 13Q (5436.120000 sec): 3 clusters
  Score: Raw -263858.780017 + Penalty 2530.359291 = -261328.420726
  nChanged 19
		SP:Iteration 14Q (5436.120000 sec): 3 clusters
  Score: Raw -263872.066264 + Penalty 2530.359291 = -261341.706973
  nChanged 14
		SP:Iteration 15Q (5436.130000 sec): 3 clusters
  Score: Raw -263881.325886 + Penalty 2530.359291 = -261350.966595
  nChanged 14
		SP:Iteration 16Q (5436.140000 sec): 3 clusters
  Score: Raw -263886.852569 + Penalty 2530.359291 = -261356.493277
  nChanged 8
		SP:Iteration 17Q (5436.140000 sec): 3 clusters
  Score: Raw -263890.105793 + Penalty 2530.359291 = -261359.746502
  nChanged 12
		SP:Iteration 18Q (5436.150000 sec): 3 clusters
  Score: Raw -263895.540831 + Penalty 2530.359291 = -261365.181539
  nChanged 6
		SP:Iteration 19Q (5436.150000 sec): 3 clusters
  Score: Raw -263899.359388 + Penalty 2530.359291 = -261369.000097
  nChanged 6
		SP:Iteration 20F (5436.160000 sec): 3 clusters
  Score: Raw -263901.600631 + Penalty 2530.359291 = -261371.241340
  nChanged 2
		SP:Iteration 21Q (5436.160000 sec): 3 clusters
  Score: Raw -263902.226343 + Penalty 2530.359291 = -261371.867051
  nChanged 1
		SP:Iteration 22Q (5436.170000 sec): 3 clusters
  Score: Raw -263902.616224 + Penalty 2530.359291 = -261372.256932
  nChanged 2
		SP:Iteration 23Q (5436.180000 sec): 3 clusters
  Score: Raw -263903.231630 + Penalty 2530.359291 = -261372.872338
  nChanged 0
		SP:Iteration 24F (5436.180000 sec): 3 clusters
  Score: Raw -263903.231630 + Penalty 2530.359291 = -261372.872338
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (8065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5436.210000 sec): 2 clusters
  Score: Raw -895361.399360 + Penalty 1461.734461 = -893899.664899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5436.230000 sec): 3 clusters
  Score: Raw -890852.945193 + Penalty 2923.468922 = -887929.476271
  nChanged 3463
		SP:Iteration 1F (5436.250000 sec): 3 clusters
  Score: Raw -892750.862019 + Penalty 2923.468922 = -889827.393097
  nChanged 567
		SP:Iteration 2F (5436.270000 sec): 3 clusters
  Score: Raw -893063.606100 + Penalty 2923.468922 = -890140.137178
  nChanged 508
		SP:Iteration 3F (5436.290000 sec): 3 clusters
  Score: Raw -893355.024459 + Penalty 2923.468922 = -890431.555537
  nChanged 453
		SP:Iteration 4F (5436.310000 sec): 3 clusters
  Score: Raw -893597.347813 + Penalty 2923.468922 = -890673.878891
  nChanged 408
		SP:Iteration 5F (5436.330000 sec): 3 clusters
  Score: Raw -893847.167828 + Penalty 2923.468922 = -890923.698906
  nChanged 385
		SP:Iteration 6Q (5436.350000 sec): 3 clusters
  Score: Raw -894111.393551 + Penalty 2923.468922 = -891187.924630
  nChanged 384
		SP:Iteration 7Q (5436.370000 sec): 3 clusters
  Score: Raw -894368.435440 + Penalty 2923.468922 = -891444.966519
  nChanged 327
		SP:Iteration 8Q (5436.390000 sec): 3 clusters
  Score: Raw -894585.952863 + Penalty 2923.468922 = -891662.483941
  nChanged 285
		SP:Iteration 9Q (5436.410000 sec): 3 clusters
  Score: Raw -894752.596887 + Penalty 2923.468922 = -891829.127965
  nChanged 240
		SP:Iteration 10Q (5436.430000 sec): 3 clusters
  Score: Raw -894866.553852 + Penalty 2923.468922 = -891943.084930
  nChanged 185
		SP:Iteration 11Q (5436.450000 sec): 3 clusters
  Score: Raw -894956.488476 + Penalty 2923.468922 = -892033.019554
  nChanged 149
		SP:Iteration 12Q (5436.470000 sec): 3 clusters
  Score: Raw -895034.164556 + Penalty 2923.468922 = -892110.695634
  nChanged 146
		SP:Iteration 13Q (5436.490000 sec): 3 clusters
  Score: Raw -895103.125808 + Penalty 2923.468922 = -892179.656886
  nChanged 122
		SP:Iteration 14Q (5436.510000 sec): 3 clusters
  Score: Raw -895162.167553 + Penalty 2923.468922 = -892238.698631
  nChanged 108
		SP:Iteration 15Q (5436.530000 sec): 3 clusters
  Score: Raw -895207.968911 + Penalty 2923.468922 = -892284.499989
  nChanged 86
		SP:Iteration 16Q (5436.540000 sec): 3 clusters
  Score: Raw -895248.207745 + Penalty 2923.468922 = -892324.738824
  nChanged 90
		SP:Iteration 17Q (5436.560000 sec): 3 clusters
  Score: Raw -895290.237762 + Penalty 2923.468922 = -892366.768840
  nChanged 90
		SP:Iteration 18Q (5436.580000 sec): 3 clusters
  Score: Raw -895331.531329 + Penalty 2923.468922 = -892408.062407
  nChanged 81
		SP:Iteration 19Q (5436.600000 sec): 3 clusters
  Score: Raw -895374.854530 + Penalty 2923.468922 = -892451.385608
  nChanged 83
		SP:Iteration 20F (5436.620000 sec): 3 clusters
  Score: Raw -895420.194897 + Penalty 2923.468922 = -892496.725975
  nChanged 76
		SP:Iteration 21Q (5436.640000 sec): 3 clusters
  Score: Raw -895465.383203 + Penalty 2923.468922 = -892541.914281
  nChanged 68
		SP:Iteration 22Q (5436.660000 sec): 3 clusters
  Score: Raw -895502.830028 + Penalty 2923.468922 = -892579.361106
  nChanged 64
		SP:Iteration 23Q (5436.670000 sec): 3 clusters
  Score: Raw -895534.933483 + Penalty 2923.468922 = -892611.464561
  nChanged 61
		SP:Iteration 24Q (5436.690000 sec): 3 clusters
  Score: Raw -895567.476739 + Penalty 2923.468922 = -892644.007818
  nChanged 53
		SP:Iteration 25Q (5436.710000 sec): 3 clusters
  Score: Raw -895594.275226 + Penalty 2923.468922 = -892670.806304
  nChanged 44
		SP:Iteration 26Q (5436.720000 sec): 3 clusters
  Score: Raw -895612.872553 + Penalty 2923.468922 = -892689.403631
  nChanged 37
		SP:Iteration 27Q (5436.740000 sec): 3 clusters
  Score: Raw -895630.145202 + Penalty 2923.468922 = -892706.676280
  nChanged 34
		SP:Iteration 28Q (5436.750000 sec): 3 clusters
  Score: Raw -895643.472942 + Penalty 2923.468922 = -892720.004020
  nChanged 21
		SP:Iteration 29Q (5436.770000 sec): 3 clusters
  Score: Raw -895651.021066 + Penalty 2923.468922 = -892727.552145
  nChanged 18
		SP:Iteration 30Q (5436.780000 sec): 3 clusters
  Score: Raw -895657.954263 + Penalty 2923.468922 = -892734.485341
  nChanged 19
		SP:Iteration 31Q (5436.800000 sec): 3 clusters
  Score: Raw -895662.763572 + Penalty 2923.468922 = -892739.294650
  nChanged 18
		SP:Iteration 32Q (5436.820000 sec): 3 clusters
  Score: Raw -895667.775710 + Penalty 2923.468922 = -892744.306788
  nChanged 14
		SP:Iteration 33Q (5436.830000 sec): 3 clusters
  Score: Raw -895672.216414 + Penalty 2923.468922 = -892748.747492
  nChanged 13
		SP:Iteration 34Q (5436.850000 sec): 3 clusters
  Score: Raw -895675.364532 + Penalty 2923.468922 = -892751.895610
  nChanged 11
		SP:Iteration 35Q (5436.870000 sec): 3 clusters
  Score: Raw -895678.873341 + Penalty 2923.468922 = -892755.404419
  nChanged 15
		SP:Iteration 36Q (5436.880000 sec): 3 clusters
  Score: Raw -895683.257778 + Penalty 2923.468922 = -892759.788856
  nChanged 14
		SP:Iteration 37Q (5436.900000 sec): 3 clusters
  Score: Raw -895688.110934 + Penalty 2923.468922 = -892764.642012
  nChanged 17
		SP:Iteration 38Q (5436.920000 sec): 3 clusters
  Score: Raw -895694.865119 + Penalty 2923.468922 = -892771.396197
  nChanged 16
		SP:Iteration 39Q (5436.930000 sec): 3 clusters
  Score: Raw -895701.395439 + Penalty 2923.468922 = -892777.926517
  nChanged 18
		SP:Iteration 40F (5436.950000 sec): 3 clusters
  Score: Raw -895707.534737 + Penalty 2923.468922 = -892784.065815
  nChanged 13
		SP:Iteration 41Q (5436.970000 sec): 3 clusters
  Score: Raw -895711.134296 + Penalty 2923.468922 = -892787.665374
  nChanged 8
		SP:Iteration 42Q (5436.980000 sec): 3 clusters
  Score: Raw -895712.952565 + Penalty 2923.468922 = -892789.483643
  nChanged 9
		SP:Iteration 43Q (5437.000000 sec): 3 clusters
  Score: Raw -895715.276079 + Penalty 2923.468922 = -892791.807157
  nChanged 14
		SP:Iteration 44Q (5437.020000 sec): 3 clusters
  Score: Raw -895720.376878 + Penalty 2923.468922 = -892796.907956
  nChanged 12
		SP:Iteration 45Q (5437.030000 sec): 3 clusters
  Score: Raw -895727.817172 + Penalty 2923.468922 = -892804.348250
  nChanged 21
		SP:Iteration 46Q (5437.050000 sec): 3 clusters
  Score: Raw -895739.019285 + Penalty 2923.468922 = -892815.550363
  nChanged 18
		SP:Iteration 47Q (5437.060000 sec): 3 clusters
  Score: Raw -895745.660498 + Penalty 2923.468922 = -892822.191576
  nChanged 14
		SP:Iteration 48Q (5437.080000 sec): 3 clusters
  Score: Raw -895750.775009 + Penalty 2923.468922 = -892827.306087
  nChanged 15
		SP:Iteration 49Q (5437.090000 sec): 3 clusters
  Score: Raw -895756.271561 + Penalty 2923.468922 = -892832.802639
  nChanged 11
		SP:Iteration 50Q (5437.110000 sec): 3 clusters
  Score: Raw -895759.532239 + Penalty 2923.468922 = -892836.063317
  nChanged 9
		SP:Iteration 51Q (5437.120000 sec): 3 clusters
  Score: Raw -895762.491582 + Penalty 2923.468922 = -892839.022660
  nChanged 8
		SP:Iteration 52Q (5437.140000 sec): 3 clusters
  Score: Raw -895764.986180 + Penalty 2923.468922 = -892841.517258
  nChanged 8
		SP:Iteration 53Q (5437.160000 sec): 3 clusters
  Score: Raw -895767.336525 + Penalty 2923.468922 = -892843.867603
  nChanged 7
		SP:Iteration 54Q (5437.170000 sec): 3 clusters
  Score: Raw -895769.655021 + Penalty 2923.468922 = -892846.186099
  nChanged 10
		SP:Iteration 55Q (5437.190000 sec): 3 clusters
  Score: Raw -895774.402695 + Penalty 2923.468922 = -892850.933773
  nChanged 11
		SP:Iteration 56Q (5437.200000 sec): 3 clusters
  Score: Raw -895778.597662 + Penalty 2923.468922 = -892855.128740
  nChanged 5
		SP:Iteration 57Q (5437.220000 sec): 3 clusters
  Score: Raw -895779.914668 + Penalty 2923.468922 = -892856.445746
  nChanged 2
		SP:Iteration 58Q (5437.240000 sec): 3 clusters
  Score: Raw -895780.143805 + Penalty 2923.468922 = -892856.674883
  nChanged 1
		SP:Iteration 59Q (5437.250000 sec): 3 clusters
  Score: Raw -895780.429591 + Penalty 2923.468922 = -892856.960669
  nChanged 0
		SP:Iteration 60F (5437.270000 sec): 3 clusters
  Score: Raw -895780.429591 + Penalty 2923.468922 = -892856.960669
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5437.370000 sec): 2 clusters
  Score: Raw -3743499.628057 + Penalty 1684.622396 = -3741815.005660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5437.460000 sec): 3 clusters
  Score: Raw -3723832.959780 + Penalty 3369.244793 = -3720463.714988
  nChanged 14639
		SP:Iteration 1F (5437.540000 sec): 3 clusters
  Score: Raw -3731816.685174 + Penalty 3369.244793 = -3728447.440382
  nChanged 1518
		SP:Iteration 2Q (5437.630000 sec): 3 clusters
  Score: Raw -3732379.528377 + Penalty 3369.244793 = -3729010.283585
  nChanged 1630
		SP:Iteration 3F (5437.710000 sec): 3 clusters
  Score: Raw -3733038.014386 + Penalty 3369.244793 = -3729668.769594
  nChanged 1724
		SP:Iteration 4F (5437.790000 sec): 3 clusters
  Score: Raw -3733864.372255 + Penalty 3369.244793 = -3730495.127463
  nChanged 1971
		SP:Iteration 5F (5437.880000 sec): 3 clusters
  Score: Raw -3735056.771032 + Penalty 3369.244793 = -3731687.526240
  nChanged 2122
		SP:Iteration 6F (5437.960000 sec): 3 clusters
  Score: Raw -3736541.335210 + Penalty 3369.244793 = -3733172.090418
  nChanged 2060
		SP:Iteration 7F (5438.050000 sec): 3 clusters
  Score: Raw -3738109.424263 + Penalty 3369.244793 = -3734740.179470
  nChanged 1772
		SP:Iteration 8F (5438.130000 sec): 3 clusters
  Score: Raw -3739563.240040 + Penalty 3369.244793 = -3736193.995248
  nChanged 1428
		SP:Iteration 9Q (5438.210000 sec): 3 clusters
  Score: Raw -3740703.452267 + Penalty 3369.244793 = -3737334.207474
  nChanged 978
		SP:Iteration 10Q (5438.290000 sec): 3 clusters
  Score: Raw -3741388.594786 + Penalty 3369.244793 = -3738019.349993
  nChanged 695
		SP:Iteration 11Q (5438.360000 sec): 3 clusters
  Score: Raw -3741822.913506 + Penalty 3369.244793 = -3738453.668714
  nChanged 521
		SP:Iteration 12Q (5438.430000 sec): 3 clusters
  Score: Raw -3742108.488802 + Penalty 3369.244793 = -3738739.244009
  nChanged 419
		SP:Iteration 13Q (5438.500000 sec): 3 clusters
  Score: Raw -3742340.139273 + Penalty 3369.244793 = -3738970.894480
  nChanged 399
		SP:Iteration 14Q (5438.570000 sec): 3 clusters
  Score: Raw -3742576.288782 + Penalty 3369.244793 = -3739207.043990
  nChanged 344
		SP:Iteration 15Q (5438.640000 sec): 3 clusters
  Score: Raw -3742790.539937 + Penalty 3369.244793 = -3739421.295144
  nChanged 325
		SP:Iteration 16Q (5438.710000 sec): 3 clusters
  Score: Raw -3742992.812933 + Penalty 3369.244793 = -3739623.568141
  nChanged 284
		SP:Iteration 17Q (5438.770000 sec): 3 clusters
  Score: Raw -3743172.112578 + Penalty 3369.244793 = -3739802.867786
  nChanged 250
		SP:Iteration 18Q (5438.830000 sec): 3 clusters
  Score: Raw -3743345.324250 + Penalty 3369.244793 = -3739976.079458
  nChanged 191
		SP:Iteration 19Q (5438.890000 sec): 3 clusters
  Score: Raw -3743480.665476 + Penalty 3369.244793 = -3740111.420683
  nChanged 162
		SP:Iteration 20F (5438.980000 sec): 3 clusters
  Score: Raw -3743582.786852 + Penalty 3369.244793 = -3740213.542060
  nChanged 111
		SP:Iteration 21Q (5439.040000 sec): 3 clusters
  Score: Raw -3743646.098240 + Penalty 3369.244793 = -3740276.853447
  nChanged 89
		SP:Iteration 22Q (5439.100000 sec): 3 clusters
  Score: Raw -3743698.109894 + Penalty 3369.244793 = -3740328.865102
  nChanged 68
		SP:Iteration 23Q (5439.160000 sec): 3 clusters
  Score: Raw -3743733.351915 + Penalty 3369.244793 = -3740364.107122
  nChanged 45
		SP:Iteration 24Q (5439.220000 sec): 3 clusters
  Score: Raw -3743756.215282 + Penalty 3369.244793 = -3740386.970489
  nChanged 37
		SP:Iteration 25Q (5439.280000 sec): 3 clusters
  Score: Raw -3743779.571059 + Penalty 3369.244793 = -3740410.326267
  nChanged 32
		SP:Iteration 26Q (5439.340000 sec): 3 clusters
  Score: Raw -3743796.177198 + Penalty 3369.244793 = -3740426.932405
  nChanged 23
		SP:Iteration 27Q (5439.400000 sec): 3 clusters
  Score: Raw -3743809.048149 + Penalty 3369.244793 = -3740439.803356
  nChanged 27
		SP:Iteration 28Q (5439.460000 sec): 3 clusters
  Score: Raw -3743825.460581 + Penalty 3369.244793 = -3740456.215789
  nChanged 20
		SP:Iteration 29Q (5439.520000 sec): 3 clusters
  Score: Raw -3743837.480344 + Penalty 3369.244793 = -3740468.235551
  nChanged 13
		SP:Iteration 30Q (5439.580000 sec): 3 clusters
  Score: Raw -3743844.702595 + Penalty 3369.244793 = -3740475.457802
  nChanged 5
		SP:Iteration 31Q (5439.640000 sec): 3 clusters
  Score: Raw -3743848.233016 + Penalty 3369.244793 = -3740478.988223
  nChanged 5
		SP:Iteration 32Q (5439.700000 sec): 3 clusters
  Score: Raw -3743850.232564 + Penalty 3369.244793 = -3740480.987771
  nChanged 4
		SP:Iteration 33Q (5439.750000 sec): 3 clusters
  Score: Raw -3743851.587058 + Penalty 3369.244793 = -3740482.342265
  nChanged 3
		SP:Iteration 34Q (5439.810000 sec): 3 clusters
  Score: Raw -3743852.243642 + Penalty 3369.244793 = -3740482.998849
  nChanged 0
		SP:Iteration 35F (5439.900000 sec): 3 clusters
  Score: Raw -3743852.243642 + Penalty 3369.244793 = -3740482.998849
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5439.920000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5439.920000 sec): 3 clusters
  Score: Raw -28316.286390 + Penalty 1810.950060 = -26505.336330
  nChanged 42
		SP:Iteration 1F (5439.920000 sec): 3 clusters
  Score: Raw -28422.532668 + Penalty 1810.950060 = -26611.582608
  nChanged 15
		SP:Iteration 2F (5439.920000 sec): 3 clusters
  Score: Raw -28475.586336 + Penalty 1810.950060 = -26664.636276
  nChanged 5
		SP:Iteration 3Q (5439.920000 sec): 3 clusters
  Score: Raw -28491.842865 + Penalty 1810.950060 = -26680.892805
  nChanged 4
		SP:Iteration 4Q (5439.920000 sec): 3 clusters
  Score: Raw -28504.324358 + Penalty 1810.950060 = -26693.374298
  nChanged 2
		SP:Iteration 5Q (5439.920000 sec): 3 clusters
  Score: Raw -28510.025982 + Penalty 1810.950060 = -26699.075921
  nChanged 3
		SP:Iteration 6Q (5439.920000 sec): 3 clusters
  Score: Raw -28515.886723 + Penalty 1810.950060 = -26704.936662
  nChanged 1
		SP:Iteration 7Q (5439.920000 sec): 3 clusters
  Score: Raw -28517.973192 + Penalty 1810.950060 = -26707.023131
  nChanged 3
		SP:Iteration 8Q (5439.920000 sec): 3 clusters
  Score: Raw -28525.058174 + Penalty 1810.950060 = -26714.108114
  nChanged 3
		SP:Iteration 9Q (5439.920000 sec): 3 clusters
  Score: Raw -28530.157061 + Penalty 1810.950060 = -26719.207001
  nChanged 3
		SP:Iteration 10Q (5439.920000 sec): 3 clusters
  Score: Raw -28535.761628 + Penalty 1810.950060 = -26724.811567
  nChanged 0
		SP:Iteration 11F (5439.930000 sec): 3 clusters
  Score: Raw -28535.761628 + Penalty 1810.950060 = -26724.811567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5439.930000 sec): 2 clusters
  Score: Raw -287831.154092 + Penalty 1274.434115 = -286556.719977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5439.940000 sec): 3 clusters
  Score: Raw -286702.218801 + Penalty 2548.868229 = -284153.350571
  nChanged 913
		SP:Iteration 1F (5439.950000 sec): 3 clusters
  Score: Raw -287219.501485 + Penalty 2548.868229 = -284670.633255
  nChanged 175
		SP:Iteration 2F (5439.950000 sec): 3 clusters
  Score: Raw -287316.121612 + Penalty 2548.868229 = -284767.253383
  nChanged 120
		SP:Iteration 3Q (5439.960000 sec): 3 clusters
  Score: Raw -287392.101732 + Penalty 2548.868229 = -284843.233502
  nChanged 97
		SP:Iteration 4Q (5439.970000 sec): 3 clusters
  Score: Raw -287445.046259 + Penalty 2548.868229 = -284896.178029
  nChanged 64
		SP:Iteration 5Q (5439.970000 sec): 3 clusters
  Score: Raw -287482.784566 + Penalty 2548.868229 = -284933.916336
  nChanged 74
		SP:Iteration 6Q (5439.980000 sec): 3 clusters
  Score: Raw -287526.384780 + Penalty 2548.868229 = -284977.516551
  nChanged 70
		SP:Iteration 7Q (5439.990000 sec): 3 clusters
  Score: Raw -287563.808550 + Penalty 2548.868229 = -285014.940320
  nChanged 63
		SP:Iteration 8Q (5439.990000 sec): 3 clusters
  Score: Raw -287598.344969 + Penalty 2548.868229 = -285049.476740
  nChanged 62
		SP:Iteration 9Q (5440.000000 sec): 3 clusters
  Score: Raw -287635.301284 + Penalty 2548.868229 = -285086.433055
  nChanged 55
		SP:Iteration 10Q (5440.010000 sec): 3 clusters
  Score: Raw -287671.746998 + Penalty 2548.868229 = -285122.878769
  nChanged 64
		SP:Iteration 11Q (5440.010000 sec): 3 clusters
  Score: Raw -287715.577854 + Penalty 2548.868229 = -285166.709625
  nChanged 63
		SP:Iteration 12Q (5440.020000 sec): 3 clusters
  Score: Raw -287747.916133 + Penalty 2548.868229 = -285199.047903
  nChanged 45
		SP:Iteration 13Q (5440.030000 sec): 3 clusters
  Score: Raw -287771.011263 + Penalty 2548.868229 = -285222.143034
  nChanged 49
		SP:Iteration 14Q (5440.030000 sec): 3 clusters
  Score: Raw -287799.160718 + Penalty 2548.868229 = -285250.292489
  nChanged 43
		SP:Iteration 15Q (5440.040000 sec): 3 clusters
  Score: Raw -287820.094447 + Penalty 2548.868229 = -285271.226218
  nChanged 43
		SP:Iteration 16Q (5440.050000 sec): 3 clusters
  Score: Raw -287847.923084 + Penalty 2548.868229 = -285299.054855
  nChanged 43
		SP:Iteration 17Q (5440.050000 sec): 3 clusters
  Score: Raw -287871.472666 + Penalty 2548.868229 = -285322.604436
  nChanged 28
		SP:Iteration 18Q (5440.060000 sec): 3 clusters
  Score: Raw -287885.838462 + Penalty 2548.868229 = -285336.970232
  nChanged 24
		SP:Iteration 19Q (5440.060000 sec): 3 clusters
  Score: Raw -287895.823270 + Penalty 2548.868229 = -285346.955040
  nChanged 21
		SP:Iteration 20F (5440.070000 sec): 3 clusters
  Score: Raw -287904.812792 + Penalty 2548.868229 = -285355.944562
  nChanged 11
		SP:Iteration 21Q (5440.080000 sec): 3 clusters
  Score: Raw -287909.406104 + Penalty 2548.868229 = -285360.537875
  nChanged 17
		SP:Iteration 22Q (5440.080000 sec): 3 clusters
  Score: Raw -287919.280519 + Penalty 2548.868229 = -285370.412289
  nChanged 23
		SP:Iteration 23Q (5440.090000 sec): 3 clusters
  Score: Raw -287930.075460 + Penalty 2548.868229 = -285381.207231
  nChanged 21
		SP:Iteration 24Q (5440.090000 sec): 3 clusters
  Score: Raw -287945.000849 + Penalty 2548.868229 = -285396.132620
  nChanged 27
		SP:Iteration 25Q (5440.100000 sec): 3 clusters
  Score: Raw -287965.551772 + Penalty 2548.868229 = -285416.683542
  nChanged 25
		SP:Iteration 26Q (5440.100000 sec): 3 clusters
  Score: Raw -287982.870557 + Penalty 2548.868229 = -285434.002327
  nChanged 23
		SP:Iteration 27Q (5440.110000 sec): 3 clusters
  Score: Raw -287997.267081 + Penalty 2548.868229 = -285448.398852
  nChanged 19
		SP:Iteration 28Q (5440.120000 sec): 3 clusters
  Score: Raw -288010.461541 + Penalty 2548.868229 = -285461.593311
  nChanged 17
		SP:Iteration 29Q (5440.120000 sec): 3 clusters
  Score: Raw -288024.780340 + Penalty 2548.868229 = -285475.912111
  nChanged 19
		SP:Iteration 30Q (5440.130000 sec): 3 clusters
  Score: Raw -288039.277892 + Penalty 2548.868229 = -285490.409663
  nChanged 24
		SP:Iteration 31Q (5440.130000 sec): 3 clusters
  Score: Raw -288059.163816 + Penalty 2548.868229 = -285510.295586
  nChanged 21
		SP:Iteration 32Q (5440.140000 sec): 3 clusters
  Score: Raw -288080.045687 + Penalty 2548.868229 = -285531.177457
  nChanged 19
		SP:Iteration 33Q (5440.140000 sec): 3 clusters
  Score: Raw -288099.102489 + Penalty 2548.868229 = -285550.234260
  nChanged 21
		SP:Iteration 34Q (5440.150000 sec): 3 clusters
  Score: Raw -288113.674137 + Penalty 2548.868229 = -285564.805908
  nChanged 11
		SP:Iteration 35Q (5440.150000 sec): 3 clusters
  Score: Raw -288120.623786 + Penalty 2548.868229 = -285571.755557
  nChanged 11
		SP:Iteration 36Q (5440.160000 sec): 3 clusters
  Score: Raw -288128.973478 + Penalty 2548.868229 = -285580.105249
  nChanged 5
		SP:Iteration 37Q (5440.170000 sec): 3 clusters
  Score: Raw -288133.448957 + Penalty 2548.868229 = -285584.580727
  nChanged 3
		SP:Iteration 38Q (5440.170000 sec): 3 clusters
  Score: Raw -288137.106741 + Penalty 2548.868229 = -285588.238512
  nChanged 4
		SP:Iteration 39Q (5440.180000 sec): 3 clusters
  Score: Raw -288139.966335 + Penalty 2548.868229 = -285591.098105
  nChanged 5
		SP:Iteration 40F (5440.190000 sec): 3 clusters
  Score: Raw -288142.890934 + Penalty 2548.868229 = -285594.022704
  nChanged 3
		SP:Iteration 41Q (5440.190000 sec): 3 clusters
  Score: Raw -288148.445188 + Penalty 2548.868229 = -285599.576959
  nChanged 6
		SP:Iteration 42Q (5440.200000 sec): 3 clusters
  Score: Raw -288153.354022 + Penalty 2548.868229 = -285604.485793
  nChanged 3
		SP:Iteration 43Q (5440.200000 sec): 3 clusters
  Score: Raw -288156.858028 + Penalty 2548.868229 = -285607.989798
  nChanged 1
		SP:Iteration 44Q (5440.210000 sec): 3 clusters
  Score: Raw -288157.679349 + Penalty 2548.868229 = -285608.811119
  nChanged 2
		SP:Iteration 45Q (5440.210000 sec): 3 clusters
  Score: Raw -288158.651905 + Penalty 2548.868229 = -285609.783676
  nChanged 1
		SP:Iteration 46Q (5440.220000 sec): 3 clusters
  Score: Raw -288159.083292 + Penalty 2548.868229 = -285610.215063
  nChanged 3
		SP:Iteration 47Q (5440.230000 sec): 3 clusters
  Score: Raw -288161.323066 + Penalty 2548.868229 = -285612.454836
  nChanged 2
		SP:Iteration 48Q (5440.230000 sec): 3 clusters
  Score: Raw -288163.379086 + Penalty 2548.868229 = -285614.510857
  nChanged 2
		SP:Iteration 49Q (5440.240000 sec): 3 clusters
  Score: Raw -288164.747528 + Penalty 2548.868229 = -285615.879299
  nChanged 1
		SP:Iteration 50Q (5440.250000 sec): 3 clusters
  Score: Raw -288165.504113 + Penalty 2548.868229 = -285616.635884
  nChanged 3
		SP:Iteration 51Q (5440.250000 sec): 3 clusters
  Score: Raw -288167.340327 + Penalty 2548.868229 = -285618.472097
  nChanged 4
		SP:Iteration 52Q (5440.260000 sec): 3 clusters
  Score: Raw -288169.926364 + Penalty 2548.868229 = -285621.058135
  nChanged 4
		SP:Iteration 53Q (5440.260000 sec): 3 clusters
  Score: Raw -288172.580204 + Penalty 2548.868229 = -285623.711975
  nChanged 1
		SP:Iteration 54Q (5440.270000 sec): 3 clusters
  Score: Raw -288173.797033 + Penalty 2548.868229 = -285624.928803
  nChanged 0
		SP:Iteration 55F (5440.270000 sec): 3 clusters
  Score: Raw -288173.797033 + Penalty 2548.868229 = -285624.928803
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5440.280000 sec): 2 clusters
  Score: Raw -20746.235033 + Penalty 872.728680 = -19873.506354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5440.280000 sec): 3 clusters
  Score: Raw -20863.337982 + Penalty 1745.457359 = -19117.880623
  nChanged 29
		SP:Iteration 1F (5440.280000 sec): 3 clusters
  Score: Raw -20965.599138 + Penalty 1745.457359 = -19220.141779
  nChanged 6
		SP:Iteration 2Q (5440.280000 sec): 3 clusters
  Score: Raw -20990.789137 + Penalty 1745.457359 = -19245.331778
  nChanged 3
		SP:Iteration 3Q (5440.280000 sec): 3 clusters
  Score: Raw -21003.865175 + Penalty 1745.457359 = -19258.407815
  nChanged 3
		SP:Iteration 4Q (5440.280000 sec): 3 clusters
  Score: Raw -21024.618150 + Penalty 1745.457359 = -19279.160791
  nChanged 1
		SP:Iteration 5Q (5440.290000 sec): 3 clusters
  Score: Raw -21027.254745 + Penalty 1745.457359 = -19281.797386
  nChanged 2
		SP:Iteration 6Q (5440.290000 sec): 3 clusters
  Score: Raw -21034.394386 + Penalty 1745.457359 = -19288.937027
  nChanged 1
		SP:Iteration 7Q (5440.290000 sec): 3 clusters
  Score: Raw -21037.464140 + Penalty 1745.457359 = -19292.006781
  nChanged 1
		SP:Iteration 8Q (5440.290000 sec): 3 clusters
  Score: Raw -21039.412898 + Penalty 1745.457359 = -19293.955539
  nChanged 1
		SP:Iteration 9Q (5440.290000 sec): 3 clusters
  Score: Raw -21052.174680 + Penalty 1745.457359 = -19306.717321
  nChanged 0
		SP:Iteration 10F (5440.290000 sec): 3 clusters
  Score: Raw -21052.174680 + Penalty 1745.457359 = -19306.717321
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (16155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5440.350000 sec): 2 clusters
  Score: Raw -1759803.153713 + Penalty 1574.622543 = -1758228.531171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5440.390000 sec): 3 clusters
  Score: Raw -1750285.627807 + Penalty 3149.245085 = -1747136.382722
  nChanged 7238
		SP:Iteration 1F (5440.430000 sec): 3 clusters
  Score: Raw -1754306.259547 + Penalty 3149.245085 = -1751157.014462
  nChanged 1003
		SP:Iteration 2F (5440.470000 sec): 3 clusters
  Score: Raw -1754773.934081 + Penalty 3149.245085 = -1751624.688995
  nChanged 915
		SP:Iteration 3F (5440.520000 sec): 3 clusters
  Score: Raw -1755195.865066 + Penalty 3149.245085 = -1752046.619981
  nChanged 814
		SP:Iteration 4F (5440.560000 sec): 3 clusters
  Score: Raw -1755576.579207 + Penalty 3149.245085 = -1752427.334121
  nChanged 785
		SP:Iteration 5Q (5440.600000 sec): 3 clusters
  Score: Raw -1755926.122620 + Penalty 3149.245085 = -1752776.877534
  nChanged 701
		SP:Iteration 6Q (5440.640000 sec): 3 clusters
  Score: Raw -1756233.544603 + Penalty 3149.245085 = -1753084.299518
  nChanged 658
		SP:Iteration 7Q (5440.680000 sec): 3 clusters
  Score: Raw -1756548.002533 + Penalty 3149.245085 = -1753398.757448
  nChanged 624
		SP:Iteration 8Q (5440.730000 sec): 3 clusters
  Score: Raw -1756860.806222 + Penalty 3149.245085 = -1753711.561137
  nChanged 627
		SP:Iteration 9Q (5440.770000 sec): 3 clusters
  Score: Raw -1757180.913550 + Penalty 3149.245085 = -1754031.668465
  nChanged 620
		SP:Iteration 10Q (5440.810000 sec): 3 clusters
  Score: Raw -1757516.865025 + Penalty 3149.245085 = -1754367.619940
  nChanged 585
		SP:Iteration 11Q (5440.860000 sec): 3 clusters
  Score: Raw -1757833.911848 + Penalty 3149.245085 = -1754684.666762
  nChanged 531
		SP:Iteration 12Q (5440.900000 sec): 3 clusters
  Score: Raw -1758080.413823 + Penalty 3149.245085 = -1754931.168738
  nChanged 434
		SP:Iteration 13Q (5440.940000 sec): 3 clusters
  Score: Raw -1758276.457477 + Penalty 3149.245085 = -1755127.212392
  nChanged 357
		SP:Iteration 14Q (5440.980000 sec): 3 clusters
  Score: Raw -1758439.978960 + Penalty 3149.245085 = -1755290.733875
  nChanged 331
		SP:Iteration 15Q (5441.020000 sec): 3 clusters
  Score: Raw -1758579.500913 + Penalty 3149.245085 = -1755430.255827
  nChanged 305
		SP:Iteration 16Q (5441.060000 sec): 3 clusters
  Score: Raw -1758704.007633 + Penalty 3149.245085 = -1755554.762548
  nChanged 284
		SP:Iteration 17Q (5441.100000 sec): 3 clusters
  Score: Raw -1758820.186574 + Penalty 3149.245085 = -1755670.941489
  nChanged 280
		SP:Iteration 18Q (5441.140000 sec): 3 clusters
  Score: Raw -1758940.294349 + Penalty 3149.245085 = -1755791.049264
  nChanged 242
		SP:Iteration 19Q (5441.180000 sec): 3 clusters
  Score: Raw -1759037.062738 + Penalty 3149.245085 = -1755887.817653
  nChanged 218
		SP:Iteration 20F (5441.220000 sec): 3 clusters
  Score: Raw -1759120.769504 + Penalty 3149.245085 = -1755971.524419
  nChanged 203
		SP:Iteration 21Q (5441.260000 sec): 3 clusters
  Score: Raw -1759198.654866 + Penalty 3149.245085 = -1756049.409780
  nChanged 195
		SP:Iteration 22Q (5441.300000 sec): 3 clusters
  Score: Raw -1759274.404682 + Penalty 3149.245085 = -1756125.159597
  nChanged 209
		SP:Iteration 23Q (5441.330000 sec): 3 clusters
  Score: Raw -1759360.855616 + Penalty 3149.245085 = -1756211.610530
  nChanged 207
		SP:Iteration 24Q (5441.370000 sec): 3 clusters
  Score: Raw -1759448.316707 + Penalty 3149.245085 = -1756299.071622
  nChanged 207
		SP:Iteration 25Q (5441.410000 sec): 3 clusters
  Score: Raw -1759535.521045 + Penalty 3149.245085 = -1756386.275960
  nChanged 184
		SP:Iteration 26Q (5441.440000 sec): 3 clusters
  Score: Raw -1759617.588420 + Penalty 3149.245085 = -1756468.343335
  nChanged 155
		SP:Iteration 27Q (5441.480000 sec): 3 clusters
  Score: Raw -1759679.454521 + Penalty 3149.245085 = -1756530.209436
  nChanged 142
		SP:Iteration 28Q (5441.520000 sec): 3 clusters
  Score: Raw -1759750.867394 + Penalty 3149.245085 = -1756601.622308
  nChanged 144
		SP:Iteration 29Q (5441.550000 sec): 3 clusters
  Score: Raw -1759828.509862 + Penalty 3149.245085 = -1756679.264776
  nChanged 136
		SP:Iteration 30Q (5441.590000 sec): 3 clusters
  Score: Raw -1759917.060968 + Penalty 3149.245085 = -1756767.815882
  nChanged 137
		SP:Iteration 31Q (5441.620000 sec): 3 clusters
  Score: Raw -1760011.223810 + Penalty 3149.245085 = -1756861.978724
  nChanged 118
		SP:Iteration 32Q (5441.660000 sec): 3 clusters
  Score: Raw -1760083.819972 + Penalty 3149.245085 = -1756934.574886
  nChanged 108
		SP:Iteration 33Q (5441.690000 sec): 3 clusters
  Score: Raw -1760141.015256 + Penalty 3149.245085 = -1756991.770171
  nChanged 89
		SP:Iteration 34Q (5441.720000 sec): 3 clusters
  Score: Raw -1760182.233046 + Penalty 3149.245085 = -1757032.987960
  nChanged 83
		SP:Iteration 35Q (5441.760000 sec): 3 clusters
  Score: Raw -1760225.424479 + Penalty 3149.245085 = -1757076.179393
  nChanged 65
		SP:Iteration 36Q (5441.790000 sec): 3 clusters
  Score: Raw -1760261.003922 + Penalty 3149.245085 = -1757111.758837
  nChanged 59
		SP:Iteration 37Q (5441.820000 sec): 3 clusters
  Score: Raw -1760289.416452 + Penalty 3149.245085 = -1757140.171366
  nChanged 53
		SP:Iteration 38Q (5441.850000 sec): 3 clusters
  Score: Raw -1760312.168187 + Penalty 3149.245085 = -1757162.923102
  nChanged 45
		SP:Iteration 39Q (5441.880000 sec): 3 clusters
  Score: Raw -1760328.177889 + Penalty 3149.245085 = -1757178.932804
  nChanged 25
		SP:Iteration 40F (5441.920000 sec): 3 clusters
  Score: Raw -1760337.903771 + Penalty 3149.245085 = -1757188.658686
  nChanged 27
		SP:Iteration 41Q (5441.960000 sec): 3 clusters
  Score: Raw -1760345.338623 + Penalty 3149.245085 = -1757196.093538
  nChanged 18
		SP:Iteration 42Q (5441.990000 sec): 3 clusters
  Score: Raw -1760351.646386 + Penalty 3149.245085 = -1757202.401300
  nChanged 17
		SP:Iteration 43Q (5442.020000 sec): 3 clusters
  Score: Raw -1760359.283778 + Penalty 3149.245085 = -1757210.038692
  nChanged 20
		SP:Iteration 44Q (5442.050000 sec): 3 clusters
  Score: Raw -1760366.713604 + Penalty 3149.245085 = -1757217.468519
  nChanged 18
		SP:Iteration 45Q (5442.080000 sec): 3 clusters
  Score: Raw -1760373.905815 + Penalty 3149.245085 = -1757224.660729
  nChanged 18
		SP:Iteration 46Q (5442.110000 sec): 3 clusters
  Score: Raw -1760381.568247 + Penalty 3149.245085 = -1757232.323162
  nChanged 20
		SP:Iteration 47Q (5442.140000 sec): 3 clusters
  Score: Raw -1760389.278929 + Penalty 3149.245085 = -1757240.033844
  nChanged 15
		SP:Iteration 48Q (5442.180000 sec): 3 clusters
  Score: Raw -1760393.835823 + Penalty 3149.245085 = -1757244.590738
  nChanged 17
		SP:Iteration 49Q (5442.210000 sec): 3 clusters
  Score: Raw -1760398.474549 + Penalty 3149.245085 = -1757249.229463
  nChanged 6
		SP:Iteration 50Q (5442.250000 sec): 3 clusters
  Score: Raw -1760400.597680 + Penalty 3149.245085 = -1757251.352595
  nChanged 5
		SP:Iteration 51Q (5442.270000 sec): 3 clusters
  Score: Raw -1760401.893020 + Penalty 3149.245085 = -1757252.647934
  nChanged 4
		SP:Iteration 52Q (5442.310000 sec): 3 clusters
  Score: Raw -1760403.174115 + Penalty 3149.245085 = -1757253.929029
  nChanged 0
		SP:Iteration 53F (5442.350000 sec): 3 clusters
  Score: Raw -1760403.174115 + Penalty 3149.245085 = -1757253.929029
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (4900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5442.370000 sec): 2 clusters
  Score: Raw -526859.353708 + Penalty 1380.760954 = -525478.592754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5442.380000 sec): 3 clusters
  Score: Raw -524347.408425 + Penalty 2761.521907 = -521585.886518
  nChanged 1908
		SP:Iteration 1F (5442.390000 sec): 3 clusters
  Score: Raw -525470.948187 + Penalty 2761.521907 = -522709.426280
  nChanged 384
		SP:Iteration 2F (5442.410000 sec): 3 clusters
  Score: Raw -525715.407359 + Penalty 2761.521907 = -522953.885452
  nChanged 311
		SP:Iteration 3F (5442.420000 sec): 3 clusters
  Score: Raw -525959.916703 + Penalty 2761.521907 = -523198.394796
  nChanged 277
		SP:Iteration 4F (5442.430000 sec): 3 clusters
  Score: Raw -526219.947377 + Penalty 2761.521907 = -523458.425469
  nChanged 279
		SP:Iteration 5F (5442.440000 sec): 3 clusters
  Score: Raw -526485.265326 + Penalty 2761.521907 = -523723.743419
  nChanged 281
		SP:Iteration 6F (5442.460000 sec): 3 clusters
  Score: Raw -526734.906490 + Penalty 2761.521907 = -523973.384583
  nChanged 266
		SP:Iteration 7F (5442.470000 sec): 3 clusters
  Score: Raw -526956.203260 + Penalty 2761.521907 = -524194.681353
  nChanged 213
		SP:Iteration 8Q (5442.480000 sec): 3 clusters
  Score: Raw -527116.567878 + Penalty 2761.521907 = -524355.045970
  nChanged 151
		SP:Iteration 9Q (5442.490000 sec): 3 clusters
  Score: Raw -527250.788589 + Penalty 2761.521907 = -524489.266682
  nChanged 176
		SP:Iteration 10Q (5442.500000 sec): 3 clusters
  Score: Raw -527381.501466 + Penalty 2761.521907 = -524619.979558
  nChanged 145
		SP:Iteration 11Q (5442.510000 sec): 3 clusters
  Score: Raw -527461.790777 + Penalty 2761.521907 = -524700.268870
  nChanged 114
		SP:Iteration 12Q (5442.530000 sec): 3 clusters
  Score: Raw -527516.947394 + Penalty 2761.521907 = -524755.425487
  nChanged 87
		SP:Iteration 13Q (5442.540000 sec): 3 clusters
  Score: Raw -527544.381313 + Penalty 2761.521907 = -524782.859406
  nChanged 61
		SP:Iteration 14Q (5442.550000 sec): 3 clusters
  Score: Raw -527565.320606 + Penalty 2761.521907 = -524803.798698
  nChanged 51
		SP:Iteration 15Q (5442.560000 sec): 3 clusters
  Score: Raw -527580.399422 + Penalty 2761.521907 = -524818.877515
  nChanged 49
		SP:Iteration 16Q (5442.570000 sec): 3 clusters
  Score: Raw -527599.570324 + Penalty 2761.521907 = -524838.048416
  nChanged 46
		SP:Iteration 17Q (5442.590000 sec): 3 clusters
  Score: Raw -527613.875013 + Penalty 2761.521907 = -524852.353105
  nChanged 39
		SP:Iteration 18Q (5442.590000 sec): 3 clusters
  Score: Raw -527626.144568 + Penalty 2761.521907 = -524864.622661
  nChanged 45
		SP:Iteration 19Q (5442.610000 sec): 3 clusters
  Score: Raw -527637.856628 + Penalty 2761.521907 = -524876.334721
  nChanged 32
		SP:Iteration 20F (5442.620000 sec): 3 clusters
  Score: Raw -527647.907172 + Penalty 2761.521907 = -524886.385264
  nChanged 36
		SP:Iteration 21Q (5442.630000 sec): 3 clusters
  Score: Raw -527662.493213 + Penalty 2761.521907 = -524900.971306
  nChanged 37
		SP:Iteration 22Q (5442.640000 sec): 3 clusters
  Score: Raw -527677.316655 + Penalty 2761.521907 = -524915.794748
  nChanged 47
		SP:Iteration 23Q (5442.650000 sec): 3 clusters
  Score: Raw -527697.134339 + Penalty 2761.521907 = -524935.612432
  nChanged 44
		SP:Iteration 24Q (5442.670000 sec): 3 clusters
  Score: Raw -527718.079156 + Penalty 2761.521907 = -524956.557248
  nChanged 52
		SP:Iteration 25Q (5442.680000 sec): 3 clusters
  Score: Raw -527738.895438 + Penalty 2761.521907 = -524977.373531
  nChanged 45
		SP:Iteration 26Q (5442.690000 sec): 3 clusters
  Score: Raw -527753.927076 + Penalty 2761.521907 = -524992.405169
  nChanged 45
		SP:Iteration 27Q (5442.700000 sec): 3 clusters
  Score: Raw -527771.527636 + Penalty 2761.521907 = -525010.005728
  nChanged 43
		SP:Iteration 28Q (5442.710000 sec): 3 clusters
  Score: Raw -527787.951486 + Penalty 2761.521907 = -525026.429579
  nChanged 39
		SP:Iteration 29Q (5442.720000 sec): 3 clusters
  Score: Raw -527803.256680 + Penalty 2761.521907 = -525041.734772
  nChanged 47
		SP:Iteration 30Q (5442.730000 sec): 3 clusters
  Score: Raw -527825.072796 + Penalty 2761.521907 = -525063.550888
  nChanged 41
		SP:Iteration 31Q (5442.750000 sec): 3 clusters
  Score: Raw -527842.798065 + Penalty 2761.521907 = -525081.276157
  nChanged 35
		SP:Iteration 32Q (5442.750000 sec): 3 clusters
  Score: Raw -527858.672656 + Penalty 2761.521907 = -525097.150749
  nChanged 34
		SP:Iteration 33Q (5442.770000 sec): 3 clusters
  Score: Raw -527875.306766 + Penalty 2761.521907 = -525113.784859
  nChanged 23
		SP:Iteration 34Q (5442.780000 sec): 3 clusters
  Score: Raw -527886.877410 + Penalty 2761.521907 = -525125.355503
  nChanged 24
		SP:Iteration 35Q (5442.790000 sec): 3 clusters
  Score: Raw -527896.585100 + Penalty 2761.521907 = -525135.063192
  nChanged 17
		SP:Iteration 36Q (5442.800000 sec): 3 clusters
  Score: Raw -527901.694367 + Penalty 2761.521907 = -525140.172460
  nChanged 18
		SP:Iteration 37Q (5442.810000 sec): 3 clusters
  Score: Raw -527905.448602 + Penalty 2761.521907 = -525143.926694
  nChanged 11
		SP:Iteration 38Q (5442.820000 sec): 3 clusters
  Score: Raw -527908.077093 + Penalty 2761.521907 = -525146.555186
  nChanged 9
		SP:Iteration 39Q (5442.830000 sec): 3 clusters
  Score: Raw -527909.883847 + Penalty 2761.521907 = -525148.361940
  nChanged 8
		SP:Iteration 40F (5442.850000 sec): 3 clusters
  Score: Raw -527911.878807 + Penalty 2761.521907 = -525150.356900
  nChanged 13
		SP:Iteration 41Q (5442.860000 sec): 3 clusters
  Score: Raw -527915.026560 + Penalty 2761.521907 = -525153.504653
  nChanged 6
		SP:Iteration 42Q (5442.870000 sec): 3 clusters
  Score: Raw -527916.411186 + Penalty 2761.521907 = -525154.889279
  nChanged 5
		SP:Iteration 43Q (5442.880000 sec): 3 clusters
  Score: Raw -527917.269242 + Penalty 2761.521907 = -525155.747335
  nChanged 2
		SP:Iteration 44Q (5442.890000 sec): 3 clusters
  Score: Raw -527917.589345 + Penalty 2761.521907 = -525156.067437
  nChanged 2
		SP:Iteration 45Q (5442.900000 sec): 3 clusters
  Score: Raw -527918.056780 + Penalty 2761.521907 = -525156.534873
  nChanged 6
		SP:Iteration 46Q (5442.910000 sec): 3 clusters
  Score: Raw -527919.804286 + Penalty 2761.521907 = -525158.282378
  nChanged 7
		SP:Iteration 47Q (5442.930000 sec): 3 clusters
  Score: Raw -527920.670552 + Penalty 2761.521907 = -525159.148645
  nChanged 3
		SP:Iteration 48Q (5442.930000 sec): 3 clusters
  Score: Raw -527921.098273 + Penalty 2761.521907 = -525159.576366
  nChanged 5
		SP:Iteration 49Q (5442.950000 sec): 3 clusters
  Score: Raw -527922.447291 + Penalty 2761.521907 = -525160.925383
  nChanged 7
		SP:Iteration 50Q (5442.960000 sec): 3 clusters
  Score: Raw -527923.889384 + Penalty 2761.521907 = -525162.367477
  nChanged 2
		SP:Iteration 51Q (5442.970000 sec): 3 clusters
  Score: Raw -527924.388407 + Penalty 2761.521907 = -525162.866499
  nChanged 2
		SP:Iteration 52Q (5442.980000 sec): 3 clusters
  Score: Raw -527924.984649 + Penalty 2761.521907 = -525163.462742
  nChanged 0
		SP:Iteration 53F (5442.990000 sec): 3 clusters
  Score: Raw -527924.984649 + Penalty 2761.521907 = -525163.462742
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (1094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.000000 sec): 2 clusters
  Score: Raw -119422.917148 + Penalty 1137.109347 = -118285.807800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.010000 sec): 3 clusters
  Score: Raw -119061.318727 + Penalty 2274.218694 = -116787.100032
  nChanged 346
		SP:Iteration 1F (5443.010000 sec): 3 clusters
  Score: Raw -119362.850839 + Penalty 2274.218694 = -117088.632145
  nChanged 96
		SP:Iteration 2F (5443.010000 sec): 3 clusters
  Score: Raw -119472.998254 + Penalty 2274.218694 = -117198.779560
  nChanged 50
		SP:Iteration 3Q (5443.010000 sec): 3 clusters
  Score: Raw -119526.142511 + Penalty 2274.218694 = -117251.923817
  nChanged 26
		SP:Iteration 4Q (5443.010000 sec): 3 clusters
  Score: Raw -119554.547137 + Penalty 2274.218694 = -117280.328442
  nChanged 25
		SP:Iteration 5Q (5443.020000 sec): 3 clusters
  Score: Raw -119580.706138 + Penalty 2274.218694 = -117306.487443
  nChanged 25
		SP:Iteration 6Q (5443.020000 sec): 3 clusters
  Score: Raw -119611.487135 + Penalty 2274.218694 = -117337.268440
  nChanged 25
		SP:Iteration 7Q (5443.020000 sec): 3 clusters
  Score: Raw -119634.234834 + Penalty 2274.218694 = -117360.016140
  nChanged 20
		SP:Iteration 8Q (5443.030000 sec): 3 clusters
  Score: Raw -119650.371082 + Penalty 2274.218694 = -117376.152387
  nChanged 14
		SP:Iteration 9Q (5443.030000 sec): 3 clusters
  Score: Raw -119661.948699 + Penalty 2274.218694 = -117387.730005
  nChanged 16
		SP:Iteration 10Q (5443.030000 sec): 3 clusters
  Score: Raw -119672.826828 + Penalty 2274.218694 = -117398.608133
  nChanged 13
		SP:Iteration 11Q (5443.030000 sec): 3 clusters
  Score: Raw -119681.288960 + Penalty 2274.218694 = -117407.070265
  nChanged 10
		SP:Iteration 12Q (5443.030000 sec): 3 clusters
  Score: Raw -119691.106938 + Penalty 2274.218694 = -117416.888243
  nChanged 10
		SP:Iteration 13Q (5443.040000 sec): 3 clusters
  Score: Raw -119699.337834 + Penalty 2274.218694 = -117425.119139
  nChanged 11
		SP:Iteration 14Q (5443.040000 sec): 3 clusters
  Score: Raw -119709.911315 + Penalty 2274.218694 = -117435.692620
  nChanged 10
		SP:Iteration 15Q (5443.040000 sec): 3 clusters
  Score: Raw -119720.512328 + Penalty 2274.218694 = -117446.293634
  nChanged 6
		SP:Iteration 16Q (5443.050000 sec): 3 clusters
  Score: Raw -119724.528709 + Penalty 2274.218694 = -117450.310014
  nChanged 3
		SP:Iteration 17Q (5443.050000 sec): 3 clusters
  Score: Raw -119725.448514 + Penalty 2274.218694 = -117451.229819
  nChanged 1
		SP:Iteration 18Q (5443.050000 sec): 3 clusters
  Score: Raw -119726.121472 + Penalty 2274.218694 = -117451.902777
  nChanged 2
		SP:Iteration 19Q (5443.050000 sec): 3 clusters
  Score: Raw -119726.944935 + Penalty 2274.218694 = -117452.726240
  nChanged 0
		SP:Iteration 20F (5443.060000 sec): 3 clusters
  Score: Raw -119726.944935 + Penalty 2274.218694 = -117452.726240
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.070000 sec): 2 clusters
  Score: Raw -126536.372348 + Penalty 1158.901008 = -125377.471340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.070000 sec): 3 clusters
  Score: Raw -126081.887996 + Penalty 2317.802016 = -123764.085980
  nChanged 404
		SP:Iteration 1F (5443.070000 sec): 3 clusters
  Score: Raw -126407.818835 + Penalty 2317.802016 = -124090.016819
  nChanged 121
		SP:Iteration 2F (5443.070000 sec): 3 clusters
  Score: Raw -126552.803905 + Penalty 2317.802016 = -124235.001889
  nChanged 85
		SP:Iteration 3F (5443.080000 sec): 3 clusters
  Score: Raw -126670.132784 + Penalty 2317.802016 = -124352.330768
  nChanged 62
		SP:Iteration 4Q (5443.080000 sec): 3 clusters
  Score: Raw -126753.098118 + Penalty 2317.802016 = -124435.296102
  nChanged 51
		SP:Iteration 5Q (5443.080000 sec): 3 clusters
  Score: Raw -126838.011635 + Penalty 2317.802016 = -124520.209619
  nChanged 32
		SP:Iteration 6Q (5443.090000 sec): 3 clusters
  Score: Raw -126879.753494 + Penalty 2317.802016 = -124561.951478
  nChanged 26
		SP:Iteration 7Q (5443.090000 sec): 3 clusters
  Score: Raw -126917.461472 + Penalty 2317.802016 = -124599.659456
  nChanged 25
		SP:Iteration 8Q (5443.090000 sec): 3 clusters
  Score: Raw -126941.462756 + Penalty 2317.802016 = -124623.660740
  nChanged 10
		SP:Iteration 9Q (5443.090000 sec): 3 clusters
  Score: Raw -126950.084317 + Penalty 2317.802016 = -124632.282301
  nChanged 5
		SP:Iteration 10Q (5443.100000 sec): 3 clusters
  Score: Raw -126953.224811 + Penalty 2317.802016 = -124635.422795
  nChanged 6
		SP:Iteration 11Q (5443.100000 sec): 3 clusters
  Score: Raw -126959.393420 + Penalty 2317.802016 = -124641.591405
  nChanged 4
		SP:Iteration 12Q (5443.100000 sec): 3 clusters
  Score: Raw -126961.595152 + Penalty 2317.802016 = -124643.793136
  nChanged 2
		SP:Iteration 13Q (5443.110000 sec): 3 clusters
  Score: Raw -126962.490423 + Penalty 2317.802016 = -124644.688407
  nChanged 2
		SP:Iteration 14Q (5443.110000 sec): 3 clusters
  Score: Raw -126963.278910 + Penalty 2317.802016 = -124645.476894
  nChanged 2
		SP:Iteration 15Q (5443.110000 sec): 3 clusters
  Score: Raw -126964.419132 + Penalty 2317.802016 = -124646.617116
  nChanged 1
		SP:Iteration 16Q (5443.110000 sec): 3 clusters
  Score: Raw -126964.904054 + Penalty 2317.802016 = -124647.102038
  nChanged 1
		SP:Iteration 17Q (5443.120000 sec): 3 clusters
  Score: Raw -126965.323028 + Penalty 2317.802016 = -124647.521012
  nChanged 0
		SP:Iteration 18F (5443.120000 sec): 3 clusters
  Score: Raw -126965.323028 + Penalty 2317.802016 = -124647.521012
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.130000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.130000 sec): 3 clusters
  Score: Raw -66365.200840 + Penalty 2066.861507 = -64298.339333
  nChanged 156
		SP:Iteration 1F (5443.130000 sec): 3 clusters
  Score: Raw -66613.655743 + Penalty 2066.861507 = -64546.794236
  nChanged 56
		SP:Iteration 2F (5443.130000 sec): 3 clusters
  Score: Raw -66694.821427 + Penalty 2066.861507 = -64627.959920
  nChanged 26
		SP:Iteration 3Q (5443.130000 sec): 3 clusters
  Score: Raw -66740.872111 + Penalty 2066.861507 = -64674.010603
  nChanged 20
		SP:Iteration 4Q (5443.130000 sec): 3 clusters
  Score: Raw -66772.058173 + Penalty 2066.861507 = -64705.196665
  nChanged 9
		SP:Iteration 5Q (5443.140000 sec): 3 clusters
  Score: Raw -66783.102377 + Penalty 2066.861507 = -64716.240870
  nChanged 5
		SP:Iteration 6Q (5443.140000 sec): 3 clusters
  Score: Raw -66791.866720 + Penalty 2066.861507 = -64725.005212
  nChanged 4
		SP:Iteration 7Q (5443.140000 sec): 3 clusters
  Score: Raw -66797.397304 + Penalty 2066.861507 = -64730.535797
  nChanged 9
		SP:Iteration 8Q (5443.140000 sec): 3 clusters
  Score: Raw -66806.856365 + Penalty 2066.861507 = -64739.994858
  nChanged 4
		SP:Iteration 9Q (5443.140000 sec): 3 clusters
  Score: Raw -66810.875373 + Penalty 2066.861507 = -64744.013865
  nChanged 2
		SP:Iteration 10Q (5443.140000 sec): 3 clusters
  Score: Raw -66819.884358 + Penalty 2066.861507 = -64753.022850
  nChanged 3
		SP:Iteration 11Q (5443.150000 sec): 3 clusters
  Score: Raw -66825.415280 + Penalty 2066.861507 = -64758.553773
  nChanged 5
		SP:Iteration 12Q (5443.150000 sec): 3 clusters
  Score: Raw -66834.410807 + Penalty 2066.861507 = -64767.549300
  nChanged 2
		SP:Iteration 13Q (5443.150000 sec): 3 clusters
  Score: Raw -66835.663301 + Penalty 2066.861507 = -64768.801794
  nChanged 0
		SP:Iteration 14F (5443.150000 sec): 3 clusters
  Score: Raw -66835.663301 + Penalty 2066.861507 = -64768.801794
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.160000 sec): 2 clusters
  Score: Raw -340650.933854 + Penalty 1307.251770 = -339343.682084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.170000 sec): 3 clusters
  Score: Raw -339197.002591 + Penalty 2614.503541 = -336582.499050
  nChanged 1147
		SP:Iteration 1F (5443.180000 sec): 3 clusters
  Score: Raw -339798.305755 + Penalty 2614.503541 = -337183.802214
  nChanged 206
		SP:Iteration 2F (5443.190000 sec): 3 clusters
  Score: Raw -339906.448394 + Penalty 2614.503541 = -337291.944853
  nChanged 127
		SP:Iteration 3Q (5443.190000 sec): 3 clusters
  Score: Raw -339977.984233 + Penalty 2614.503541 = -337363.480692
  nChanged 96
		SP:Iteration 4Q (5443.200000 sec): 3 clusters
  Score: Raw -340025.123763 + Penalty 2614.503541 = -337410.620222
  nChanged 85
		SP:Iteration 5Q (5443.210000 sec): 3 clusters
  Score: Raw -340072.122773 + Penalty 2614.503541 = -337457.619232
  nChanged 77
		SP:Iteration 6Q (5443.220000 sec): 3 clusters
  Score: Raw -340103.696508 + Penalty 2614.503541 = -337489.192967
  nChanged 54
		SP:Iteration 7Q (5443.220000 sec): 3 clusters
  Score: Raw -340125.740044 + Penalty 2614.503541 = -337511.236503
  nChanged 44
		SP:Iteration 8Q (5443.230000 sec): 3 clusters
  Score: Raw -340144.031381 + Penalty 2614.503541 = -337529.527840
  nChanged 42
		SP:Iteration 9Q (5443.240000 sec): 3 clusters
  Score: Raw -340163.182811 + Penalty 2614.503541 = -337548.679270
  nChanged 43
		SP:Iteration 10Q (5443.250000 sec): 3 clusters
  Score: Raw -340181.217560 + Penalty 2614.503541 = -337566.714019
  nChanged 46
		SP:Iteration 11Q (5443.250000 sec): 3 clusters
  Score: Raw -340203.450314 + Penalty 2614.503541 = -337588.946773
  nChanged 44
		SP:Iteration 12Q (5443.260000 sec): 3 clusters
  Score: Raw -340225.255184 + Penalty 2614.503541 = -337610.751643
  nChanged 40
		SP:Iteration 13Q (5443.270000 sec): 3 clusters
  Score: Raw -340244.238214 + Penalty 2614.503541 = -337629.734673
  nChanged 40
		SP:Iteration 14Q (5443.280000 sec): 3 clusters
  Score: Raw -340259.187443 + Penalty 2614.503541 = -337644.683902
  nChanged 25
		SP:Iteration 15Q (5443.290000 sec): 3 clusters
  Score: Raw -340267.711494 + Penalty 2614.503541 = -337653.207953
  nChanged 18
		SP:Iteration 16Q (5443.290000 sec): 3 clusters
  Score: Raw -340275.234841 + Penalty 2614.503541 = -337660.731300
  nChanged 23
		SP:Iteration 17Q (5443.300000 sec): 3 clusters
  Score: Raw -340283.959010 + Penalty 2614.503541 = -337669.455469
  nChanged 20
		SP:Iteration 18Q (5443.310000 sec): 3 clusters
  Score: Raw -340290.555120 + Penalty 2614.503541 = -337676.051579
  nChanged 19
		SP:Iteration 19Q (5443.320000 sec): 3 clusters
  Score: Raw -340299.241042 + Penalty 2614.503541 = -337684.737502
  nChanged 18
		SP:Iteration 20F (5443.330000 sec): 3 clusters
  Score: Raw -340309.232585 + Penalty 2614.503541 = -337694.729044
  nChanged 21
		SP:Iteration 21Q (5443.330000 sec): 3 clusters
  Score: Raw -340321.479070 + Penalty 2614.503541 = -337706.975529
  nChanged 25
		SP:Iteration 22Q (5443.340000 sec): 3 clusters
  Score: Raw -340335.146273 + Penalty 2614.503541 = -337720.642732
  nChanged 33
		SP:Iteration 23Q (5443.350000 sec): 3 clusters
  Score: Raw -340349.062603 + Penalty 2614.503541 = -337734.559062
  nChanged 32
		SP:Iteration 24Q (5443.350000 sec): 3 clusters
  Score: Raw -340365.518879 + Penalty 2614.503541 = -337751.015338
  nChanged 42
		SP:Iteration 25Q (5443.360000 sec): 3 clusters
  Score: Raw -340386.145759 + Penalty 2614.503541 = -337771.642218
  nChanged 42
		SP:Iteration 26Q (5443.370000 sec): 3 clusters
  Score: Raw -340409.402983 + Penalty 2614.503541 = -337794.899442
  nChanged 42
		SP:Iteration 27Q (5443.380000 sec): 3 clusters
  Score: Raw -340432.458698 + Penalty 2614.503541 = -337817.955157
  nChanged 41
		SP:Iteration 28Q (5443.390000 sec): 3 clusters
  Score: Raw -340463.086303 + Penalty 2614.503541 = -337848.582762
  nChanged 45
		SP:Iteration 29Q (5443.390000 sec): 3 clusters
  Score: Raw -340493.118331 + Penalty 2614.503541 = -337878.614790
  nChanged 45
		SP:Iteration 30Q (5443.400000 sec): 3 clusters
  Score: Raw -340519.303554 + Penalty 2614.503541 = -337904.800013
  nChanged 52
		SP:Iteration 31Q (5443.410000 sec): 3 clusters
  Score: Raw -340558.175315 + Penalty 2614.503541 = -337943.671774
  nChanged 36
		SP:Iteration 32Q (5443.410000 sec): 3 clusters
  Score: Raw -340586.093987 + Penalty 2614.503541 = -337971.590446
  nChanged 33
		SP:Iteration 33Q (5443.420000 sec): 3 clusters
  Score: Raw -340606.573784 + Penalty 2614.503541 = -337992.070243
  nChanged 26
		SP:Iteration 34Q (5443.430000 sec): 3 clusters
  Score: Raw -340621.009484 + Penalty 2614.503541 = -338006.505943
  nChanged 20
		SP:Iteration 35Q (5443.430000 sec): 3 clusters
  Score: Raw -340631.339016 + Penalty 2614.503541 = -338016.835475
  nChanged 18
		SP:Iteration 36Q (5443.440000 sec): 3 clusters
  Score: Raw -340641.672044 + Penalty 2614.503541 = -338027.168503
  nChanged 17
		SP:Iteration 37Q (5443.450000 sec): 3 clusters
  Score: Raw -340651.092055 + Penalty 2614.503541 = -338036.588514
  nChanged 24
		SP:Iteration 38Q (5443.460000 sec): 3 clusters
  Score: Raw -340666.466118 + Penalty 2614.503541 = -338051.962577
  nChanged 22
		SP:Iteration 39Q (5443.460000 sec): 3 clusters
  Score: Raw -340683.865512 + Penalty 2614.503541 = -338069.361971
  nChanged 19
		SP:Iteration 40F (5443.470000 sec): 3 clusters
  Score: Raw -340697.911672 + Penalty 2614.503541 = -338083.408131
  nChanged 15
		SP:Iteration 41Q (5443.480000 sec): 3 clusters
  Score: Raw -340706.839989 + Penalty 2614.503541 = -338092.336448
  nChanged 16
		SP:Iteration 42Q (5443.490000 sec): 3 clusters
  Score: Raw -340715.425532 + Penalty 2614.503541 = -338100.921991
  nChanged 10
		SP:Iteration 43Q (5443.490000 sec): 3 clusters
  Score: Raw -340720.862780 + Penalty 2614.503541 = -338106.359239
  nChanged 14
		SP:Iteration 44Q (5443.500000 sec): 3 clusters
  Score: Raw -340727.608261 + Penalty 2614.503541 = -338113.104720
  nChanged 12
		SP:Iteration 45Q (5443.510000 sec): 3 clusters
  Score: Raw -340736.076631 + Penalty 2614.503541 = -338121.573090
  nChanged 10
		SP:Iteration 46Q (5443.510000 sec): 3 clusters
  Score: Raw -340742.567163 + Penalty 2614.503541 = -338128.063622
  nChanged 12
		SP:Iteration 47Q (5443.520000 sec): 3 clusters
  Score: Raw -340750.933950 + Penalty 2614.503541 = -338136.430409
  nChanged 13
		SP:Iteration 48Q (5443.530000 sec): 3 clusters
  Score: Raw -340757.988306 + Penalty 2614.503541 = -338143.484765
  nChanged 12
		SP:Iteration 49Q (5443.530000 sec): 3 clusters
  Score: Raw -340768.473902 + Penalty 2614.503541 = -338153.970361
  nChanged 10
		SP:Iteration 50Q (5443.540000 sec): 3 clusters
  Score: Raw -340774.379248 + Penalty 2614.503541 = -338159.875707
  nChanged 6
		SP:Iteration 51Q (5443.550000 sec): 3 clusters
  Score: Raw -340778.225137 + Penalty 2614.503541 = -338163.721596
  nChanged 5
		SP:Iteration 52Q (5443.550000 sec): 3 clusters
  Score: Raw -340781.754528 + Penalty 2614.503541 = -338167.250987
  nChanged 3
		SP:Iteration 53Q (5443.560000 sec): 3 clusters
  Score: Raw -340783.900210 + Penalty 2614.503541 = -338169.396669
  nChanged 2
		SP:Iteration 54Q (5443.570000 sec): 3 clusters
  Score: Raw -340784.780908 + Penalty 2614.503541 = -338170.277367
  nChanged 2
		SP:Iteration 55Q (5443.570000 sec): 3 clusters
  Score: Raw -340785.508725 + Penalty 2614.503541 = -338171.005184
  nChanged 2
		SP:Iteration 56Q (5443.580000 sec): 3 clusters
  Score: Raw -340787.612423 + Penalty 2614.503541 = -338173.108882
  nChanged 3
		SP:Iteration 57Q (5443.590000 sec): 3 clusters
  Score: Raw -340789.126498 + Penalty 2614.503541 = -338174.622957
  nChanged 1
		SP:Iteration 58Q (5443.590000 sec): 3 clusters
  Score: Raw -340790.306049 + Penalty 2614.503541 = -338175.802508
  nChanged 2
		SP:Iteration 59Q (5443.600000 sec): 3 clusters
  Score: Raw -340790.879884 + Penalty 2614.503541 = -338176.376343
  nChanged 0
		SP:Iteration 60F (5443.610000 sec): 3 clusters
  Score: Raw -340790.879884 + Penalty 2614.503541 = -338176.376343
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.610000 sec): 2 clusters
  Score: Raw -27164.744125 + Penalty 897.886103 = -26266.858022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.610000 sec): 3 clusters
  Score: Raw -27243.317141 + Penalty 1795.772205 = -25447.544936
  nChanged 39
		SP:Iteration 1F (5443.610000 sec): 3 clusters
  Score: Raw -27341.053384 + Penalty 1795.772205 = -25545.281179
  nChanged 9
		SP:Iteration 2Q (5443.610000 sec): 3 clusters
  Score: Raw -27371.132940 + Penalty 1795.772205 = -25575.360735
  nChanged 0
		SP:Iteration 3F (5443.610000 sec): 3 clusters
  Score: Raw -27371.132940 + Penalty 1795.772205 = -25575.360735
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.630000 sec): 2 clusters
  Score: Raw -226769.136512 + Penalty 1248.702661 = -225520.433851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.630000 sec): 3 clusters
  Score: Raw -225804.415520 + Penalty 2497.405322 = -223307.010198
  nChanged 761
		SP:Iteration 1F (5443.630000 sec): 3 clusters
  Score: Raw -226314.877278 + Penalty 2497.405322 = -223817.471956
  nChanged 197
		SP:Iteration 2F (5443.640000 sec): 3 clusters
  Score: Raw -226466.404356 + Penalty 2497.405322 = -223968.999034
  nChanged 120
		SP:Iteration 3F (5443.650000 sec): 3 clusters
  Score: Raw -226569.158916 + Penalty 2497.405322 = -224071.753594
  nChanged 99
		SP:Iteration 4Q (5443.650000 sec): 3 clusters
  Score: Raw -226653.271432 + Penalty 2497.405322 = -224155.866110
  nChanged 79
		SP:Iteration 5Q (5443.660000 sec): 3 clusters
  Score: Raw -226720.067800 + Penalty 2497.405322 = -224222.662478
  nChanged 68
		SP:Iteration 6Q (5443.660000 sec): 3 clusters
  Score: Raw -226771.188755 + Penalty 2497.405322 = -224273.783433
  nChanged 59
		SP:Iteration 7Q (5443.670000 sec): 3 clusters
  Score: Raw -226809.731700 + Penalty 2497.405322 = -224312.326378
  nChanged 41
		SP:Iteration 8Q (5443.670000 sec): 3 clusters
  Score: Raw -226845.303483 + Penalty 2497.405322 = -224347.898161
  nChanged 46
		SP:Iteration 9Q (5443.680000 sec): 3 clusters
  Score: Raw -226874.769897 + Penalty 2497.405322 = -224377.364575
  nChanged 30
		SP:Iteration 10Q (5443.680000 sec): 3 clusters
  Score: Raw -226894.604385 + Penalty 2497.405322 = -224397.199063
  nChanged 23
		SP:Iteration 11Q (5443.690000 sec): 3 clusters
  Score: Raw -226911.199520 + Penalty 2497.405322 = -224413.794198
  nChanged 31
		SP:Iteration 12Q (5443.690000 sec): 3 clusters
  Score: Raw -226933.371056 + Penalty 2497.405322 = -224435.965734
  nChanged 21
		SP:Iteration 13Q (5443.700000 sec): 3 clusters
  Score: Raw -226948.422076 + Penalty 2497.405322 = -224451.016754
  nChanged 25
		SP:Iteration 14Q (5443.710000 sec): 3 clusters
  Score: Raw -226967.492500 + Penalty 2497.405322 = -224470.087178
  nChanged 30
		SP:Iteration 15Q (5443.710000 sec): 3 clusters
  Score: Raw -226986.622521 + Penalty 2497.405322 = -224489.217199
  nChanged 20
		SP:Iteration 16Q (5443.710000 sec): 3 clusters
  Score: Raw -226999.812706 + Penalty 2497.405322 = -224502.407384
  nChanged 19
		SP:Iteration 17Q (5443.720000 sec): 3 clusters
  Score: Raw -227014.629699 + Penalty 2497.405322 = -224517.224377
  nChanged 19
		SP:Iteration 18Q (5443.730000 sec): 3 clusters
  Score: Raw -227028.260975 + Penalty 2497.405322 = -224530.855653
  nChanged 13
		SP:Iteration 19Q (5443.730000 sec): 3 clusters
  Score: Raw -227035.173633 + Penalty 2497.405322 = -224537.768311
  nChanged 8
		SP:Iteration 20F (5443.730000 sec): 3 clusters
  Score: Raw -227038.838615 + Penalty 2497.405322 = -224541.433293
  nChanged 6
		SP:Iteration 21Q (5443.740000 sec): 3 clusters
  Score: Raw -227043.941107 + Penalty 2497.405322 = -224546.535785
  nChanged 5
		SP:Iteration 22Q (5443.750000 sec): 3 clusters
  Score: Raw -227046.953806 + Penalty 2497.405322 = -224549.548484
  nChanged 4
		SP:Iteration 23Q (5443.750000 sec): 3 clusters
  Score: Raw -227049.467737 + Penalty 2497.405322 = -224552.062415
  nChanged 4
		SP:Iteration 24Q (5443.750000 sec): 3 clusters
  Score: Raw -227052.865433 + Penalty 2497.405322 = -224555.460111
  nChanged 7
		SP:Iteration 25Q (5443.760000 sec): 3 clusters
  Score: Raw -227056.919336 + Penalty 2497.405322 = -224559.514014
  nChanged 8
		SP:Iteration 26Q (5443.770000 sec): 3 clusters
  Score: Raw -227060.814006 + Penalty 2497.405322 = -224563.408684
  nChanged 4
		SP:Iteration 27Q (5443.770000 sec): 3 clusters
  Score: Raw -227063.577086 + Penalty 2497.405322 = -224566.171764
  nChanged 7
		SP:Iteration 28Q (5443.770000 sec): 3 clusters
  Score: Raw -227067.503889 + Penalty 2497.405322 = -224570.098567
  nChanged 4
		SP:Iteration 29Q (5443.780000 sec): 3 clusters
  Score: Raw -227069.086001 + Penalty 2497.405322 = -224571.680679
  nChanged 2
		SP:Iteration 30Q (5443.790000 sec): 3 clusters
  Score: Raw -227069.595094 + Penalty 2497.405322 = -224572.189772
  nChanged 0
		SP:Iteration 31F (5443.790000 sec): 3 clusters
  Score: Raw -227069.595094 + Penalty 2497.405322 = -224572.189772
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.800000 sec): 2 clusters
  Score: Raw -159820.603593 + Penalty 1186.765133 = -158633.838460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.800000 sec): 3 clusters
  Score: Raw -159302.489103 + Penalty 2373.530267 = -156928.958836
  nChanged 521
		SP:Iteration 1F (5443.810000 sec): 3 clusters
  Score: Raw -159751.317947 + Penalty 2373.530267 = -157377.787681
  nChanged 143
		SP:Iteration 2F (5443.810000 sec): 3 clusters
  Score: Raw -159931.421519 + Penalty 2373.530267 = -157557.891252
  nChanged 86
		SP:Iteration 3F (5443.810000 sec): 3 clusters
  Score: Raw -160051.849817 + Penalty 2373.530267 = -157678.319550
  nChanged 72
		SP:Iteration 4Q (5443.820000 sec): 3 clusters
  Score: Raw -160152.367159 + Penalty 2373.530267 = -157778.836892
  nChanged 55
		SP:Iteration 5Q (5443.820000 sec): 3 clusters
  Score: Raw -160245.752072 + Penalty 2373.530267 = -157872.221805
  nChanged 57
		SP:Iteration 6Q (5443.830000 sec): 3 clusters
  Score: Raw -160351.191840 + Penalty 2373.530267 = -157977.661573
  nChanged 55
		SP:Iteration 7Q (5443.830000 sec): 3 clusters
  Score: Raw -160443.550300 + Penalty 2373.530267 = -158070.020034
  nChanged 41
		SP:Iteration 8Q (5443.830000 sec): 3 clusters
  Score: Raw -160517.664783 + Penalty 2373.530267 = -158144.134516
  nChanged 40
		SP:Iteration 9Q (5443.830000 sec): 3 clusters
  Score: Raw -160578.577550 + Penalty 2373.530267 = -158205.047283
  nChanged 24
		SP:Iteration 10Q (5443.840000 sec): 3 clusters
  Score: Raw -160610.482685 + Penalty 2373.530267 = -158236.952418
  nChanged 25
		SP:Iteration 11Q (5443.840000 sec): 3 clusters
  Score: Raw -160640.732970 + Penalty 2373.530267 = -158267.202704
  nChanged 17
		SP:Iteration 12Q (5443.850000 sec): 3 clusters
  Score: Raw -160658.340136 + Penalty 2373.530267 = -158284.809869
  nChanged 16
		SP:Iteration 13Q (5443.850000 sec): 3 clusters
  Score: Raw -160673.348593 + Penalty 2373.530267 = -158299.818326
  nChanged 14
		SP:Iteration 14Q (5443.850000 sec): 3 clusters
  Score: Raw -160689.339155 + Penalty 2373.530267 = -158315.808889
  nChanged 11
		SP:Iteration 15Q (5443.850000 sec): 3 clusters
  Score: Raw -160695.513941 + Penalty 2373.530267 = -158321.983674
  nChanged 3
		SP:Iteration 16Q (5443.860000 sec): 3 clusters
  Score: Raw -160697.370885 + Penalty 2373.530267 = -158323.840618
  nChanged 3
		SP:Iteration 17Q (5443.860000 sec): 3 clusters
  Score: Raw -160699.073852 + Penalty 2373.530267 = -158325.543585
  nChanged 6
		SP:Iteration 18Q (5443.860000 sec): 3 clusters
  Score: Raw -160704.667743 + Penalty 2373.530267 = -158331.137477
  nChanged 5
		SP:Iteration 19Q (5443.870000 sec): 3 clusters
  Score: Raw -160708.668885 + Penalty 2373.530267 = -158335.138618
  nChanged 3
		SP:Iteration 20F (5443.870000 sec): 3 clusters
  Score: Raw -160710.468251 + Penalty 2373.530267 = -158336.937985
  nChanged 3
		SP:Iteration 21Q (5443.870000 sec): 3 clusters
  Score: Raw -160711.614641 + Penalty 2373.530267 = -158338.084374
  nChanged 5
		SP:Iteration 22Q (5443.880000 sec): 3 clusters
  Score: Raw -160714.992130 + Penalty 2373.530267 = -158341.461864
  nChanged 5
		SP:Iteration 23Q (5443.880000 sec): 3 clusters
  Score: Raw -160717.161044 + Penalty 2373.530267 = -158343.630777
  nChanged 2
		SP:Iteration 24Q (5443.880000 sec): 3 clusters
  Score: Raw -160717.851744 + Penalty 2373.530267 = -158344.321478
  nChanged 2
		SP:Iteration 25Q (5443.890000 sec): 3 clusters
  Score: Raw -160718.848395 + Penalty 2373.530267 = -158345.318128
  nChanged 1
		SP:Iteration 26Q (5443.890000 sec): 3 clusters
  Score: Raw -160719.444117 + Penalty 2373.530267 = -158345.913850
  nChanged 0
		SP:Iteration 27F (5443.890000 sec): 3 clusters
  Score: Raw -160719.444117 + Penalty 2373.530267 = -158345.913850
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.900000 sec): 2 clusters
  Score: Raw -47957.077975 + Penalty 993.473354 = -46963.604621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.900000 sec): 3 clusters
  Score: Raw -47993.527557 + Penalty 1986.946708 = -46006.580849
  nChanged 101
		SP:Iteration 1F (5443.900000 sec): 3 clusters
  Score: Raw -48270.753535 + Penalty 1986.946708 = -46283.806826
  nChanged 40
		SP:Iteration 2F (5443.900000 sec): 3 clusters
  Score: Raw -48340.895533 + Penalty 1986.946708 = -46353.948825
  nChanged 21
		SP:Iteration 3Q (5443.910000 sec): 3 clusters
  Score: Raw -48383.898003 + Penalty 1986.946708 = -46396.951295
  nChanged 15
		SP:Iteration 4Q (5443.910000 sec): 3 clusters
  Score: Raw -48412.826886 + Penalty 1986.946708 = -46425.880178
  nChanged 9
		SP:Iteration 5Q (5443.910000 sec): 3 clusters
  Score: Raw -48431.130573 + Penalty 1986.946708 = -46444.183865
  nChanged 6
		SP:Iteration 6Q (5443.910000 sec): 3 clusters
  Score: Raw -48444.034751 + Penalty 1986.946708 = -46457.088043
  nChanged 3
		SP:Iteration 7Q (5443.910000 sec): 3 clusters
  Score: Raw -48453.587061 + Penalty 1986.946708 = -46466.640353
  nChanged 3
		SP:Iteration 8Q (5443.910000 sec): 3 clusters
  Score: Raw -48457.637819 + Penalty 1986.946708 = -46470.691111
  nChanged 3
		SP:Iteration 9Q (5443.910000 sec): 3 clusters
  Score: Raw -48460.194959 + Penalty 1986.946708 = -46473.248251
  nChanged 1
		SP:Iteration 10Q (5443.910000 sec): 3 clusters
  Score: Raw -48461.023713 + Penalty 1986.946708 = -46474.077005
  nChanged 0
		SP:Iteration 11F (5443.910000 sec): 3 clusters
  Score: Raw -48461.023713 + Penalty 1986.946708 = -46474.077005
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5443.920000 sec): 2 clusters
  Score: Raw -194637.130477 + Penalty 1215.752802 = -193421.377675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5443.920000 sec): 3 clusters
  Score: Raw -193930.156423 + Penalty 2431.505603 = -191498.650819
  nChanged 633
		SP:Iteration 1F (5443.930000 sec): 3 clusters
  Score: Raw -194376.489898 + Penalty 2431.505603 = -191944.984295
  nChanged 148
		SP:Iteration 2F (5443.930000 sec): 3 clusters
  Score: Raw -194500.286086 + Penalty 2431.505603 = -192068.780483
  nChanged 90
		SP:Iteration 3F (5443.930000 sec): 3 clusters
  Score: Raw -194576.247008 + Penalty 2431.505603 = -192144.741405
  nChanged 69
		SP:Iteration 4Q (5443.940000 sec): 3 clusters
  Score: Raw -194640.734074 + Penalty 2431.505603 = -192209.228471
  nChanged 52
		SP:Iteration 5Q (5443.950000 sec): 3 clusters
  Score: Raw -194688.218192 + Penalty 2431.505603 = -192256.712589
  nChanged 52
		SP:Iteration 6Q (5443.950000 sec): 3 clusters
  Score: Raw -194726.065646 + Penalty 2431.505603 = -192294.560043
  nChanged 45
		SP:Iteration 7Q (5443.950000 sec): 3 clusters
  Score: Raw -194760.617296 + Penalty 2431.505603 = -192329.111692
  nChanged 40
		SP:Iteration 8Q (5443.960000 sec): 3 clusters
  Score: Raw -194788.111682 + Penalty 2431.505603 = -192356.606079
  nChanged 33
		SP:Iteration 9Q (5443.960000 sec): 3 clusters
  Score: Raw -194813.652654 + Penalty 2431.505603 = -192382.147051
  nChanged 27
		SP:Iteration 10Q (5443.970000 sec): 3 clusters
  Score: Raw -194832.812253 + Penalty 2431.505603 = -192401.306650
  nChanged 21
		SP:Iteration 11Q (5443.970000 sec): 3 clusters
  Score: Raw -194844.708867 + Penalty 2431.505603 = -192413.203264
  nChanged 18
		SP:Iteration 12Q (5443.970000 sec): 3 clusters
  Score: Raw -194859.375537 + Penalty 2431.505603 = -192427.869934
  nChanged 19
		SP:Iteration 13Q (5443.980000 sec): 3 clusters
  Score: Raw -194870.812832 + Penalty 2431.505603 = -192439.307229
  nChanged 6
		SP:Iteration 14Q (5443.980000 sec): 3 clusters
  Score: Raw -194872.881400 + Penalty 2431.505603 = -192441.375797
  nChanged 5
		SP:Iteration 15Q (5443.990000 sec): 3 clusters
  Score: Raw -194876.529489 + Penalty 2431.505603 = -192445.023886
  nChanged 8
		SP:Iteration 16Q (5443.990000 sec): 3 clusters
  Score: Raw -194880.176702 + Penalty 2431.505603 = -192448.671099
  nChanged 10
		SP:Iteration 17Q (5443.990000 sec): 3 clusters
  Score: Raw -194885.869559 + Penalty 2431.505603 = -192454.363956
  nChanged 8
		SP:Iteration 18Q (5444.000000 sec): 3 clusters
  Score: Raw -194890.226124 + Penalty 2431.505603 = -192458.720521
  nChanged 3
		SP:Iteration 19Q (5444.010000 sec): 3 clusters
  Score: Raw -194892.728683 + Penalty 2431.505603 = -192461.223080
  nChanged 6
		SP:Iteration 20F (5444.010000 sec): 3 clusters
  Score: Raw -194895.203413 + Penalty 2431.505603 = -192463.697810
  nChanged 5
		SP:Iteration 21Q (5444.010000 sec): 3 clusters
  Score: Raw -194897.638087 + Penalty 2431.505603 = -192466.132484
  nChanged 3
		SP:Iteration 22Q (5444.020000 sec): 3 clusters
  Score: Raw -194899.732615 + Penalty 2431.505603 = -192468.227012
  nChanged 3
		SP:Iteration 23Q (5444.020000 sec): 3 clusters
  Score: Raw -194901.106977 + Penalty 2431.505603 = -192469.601374
  nChanged 3
		SP:Iteration 24Q (5444.030000 sec): 3 clusters
  Score: Raw -194902.476727 + Penalty 2431.505603 = -192470.971124
  nChanged 4
		SP:Iteration 25Q (5444.030000 sec): 3 clusters
  Score: Raw -194904.342626 + Penalty 2431.505603 = -192472.837023
  nChanged 4
		SP:Iteration 26Q (5444.030000 sec): 3 clusters
  Score: Raw -194905.746333 + Penalty 2431.505603 = -192474.240730
  nChanged 4
		SP:Iteration 27Q (5444.040000 sec): 3 clusters
  Score: Raw -194907.629358 + Penalty 2431.505603 = -192476.123755
  nChanged 5
		SP:Iteration 28Q (5444.040000 sec): 3 clusters
  Score: Raw -194910.251986 + Penalty 2431.505603 = -192478.746383
  nChanged 7
		SP:Iteration 29Q (5444.050000 sec): 3 clusters
  Score: Raw -194913.448887 + Penalty 2431.505603 = -192481.943284
  nChanged 9
		SP:Iteration 30Q (5444.050000 sec): 3 clusters
  Score: Raw -194919.751091 + Penalty 2431.505603 = -192488.245488
  nChanged 12
		SP:Iteration 31Q (5444.060000 sec): 3 clusters
  Score: Raw -194927.443408 + Penalty 2431.505603 = -192495.937805
  nChanged 10
		SP:Iteration 32Q (5444.060000 sec): 3 clusters
  Score: Raw -194934.561423 + Penalty 2431.505603 = -192503.055820
  nChanged 12
		SP:Iteration 33Q (5444.070000 sec): 3 clusters
  Score: Raw -194941.354416 + Penalty 2431.505603 = -192509.848813
  nChanged 8
		SP:Iteration 34Q (5444.070000 sec): 3 clusters
  Score: Raw -194945.178221 + Penalty 2431.505603 = -192513.672618
  nChanged 5
		SP:Iteration 35Q (5444.070000 sec): 3 clusters
  Score: Raw -194949.165598 + Penalty 2431.505603 = -192517.659995
  nChanged 8
		SP:Iteration 36Q (5444.080000 sec): 3 clusters
  Score: Raw -194952.176508 + Penalty 2431.505603 = -192520.670905
  nChanged 6
		SP:Iteration 37Q (5444.080000 sec): 3 clusters
  Score: Raw -194955.369934 + Penalty 2431.505603 = -192523.864331
  nChanged 6
		SP:Iteration 38Q (5444.090000 sec): 3 clusters
  Score: Raw -194957.853988 + Penalty 2431.505603 = -192526.348385
  nChanged 4
		SP:Iteration 39Q (5444.090000 sec): 3 clusters
  Score: Raw -194959.646636 + Penalty 2431.505603 = -192528.141032
  nChanged 2
		SP:Iteration 40F (5444.090000 sec): 3 clusters
  Score: Raw -194960.964540 + Penalty 2431.505603 = -192529.458937
  nChanged 2
		SP:Iteration 41Q (5444.100000 sec): 3 clusters
  Score: Raw -194961.735721 + Penalty 2431.505603 = -192530.230118
  nChanged 3
		SP:Iteration 42Q (5444.100000 sec): 3 clusters
  Score: Raw -194964.082782 + Penalty 2431.505603 = -192532.577179
  nChanged 3
		SP:Iteration 43Q (5444.110000 sec): 3 clusters
  Score: Raw -194965.571650 + Penalty 2431.505603 = -192534.066047
  nChanged 1
		SP:Iteration 44Q (5444.110000 sec): 3 clusters
  Score: Raw -194966.368963 + Penalty 2431.505603 = -192534.863360
  nChanged 2
		SP:Iteration 45Q (5444.120000 sec): 3 clusters
  Score: Raw -194967.662225 + Penalty 2431.505603 = -192536.156622
  nChanged 4
		SP:Iteration 46Q (5444.120000 sec): 3 clusters
  Score: Raw -194971.684570 + Penalty 2431.505603 = -192540.178967
  nChanged 1
		SP:Iteration 47Q (5444.130000 sec): 3 clusters
  Score: Raw -194972.310766 + Penalty 2431.505603 = -192540.805162
  nChanged 0
		SP:Iteration 48F (5444.130000 sec): 3 clusters
  Score: Raw -194972.310766 + Penalty 2431.505603 = -192540.805162
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (2372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5444.140000 sec): 2 clusters
  Score: Raw -224242.762513 + Penalty 1262.866924 = -222979.895590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5444.150000 sec): 3 clusters
  Score: Raw -223311.362695 + Penalty 2525.733847 = -220785.628848
  nChanged 887
		SP:Iteration 1F (5444.150000 sec): 3 clusters
  Score: Raw -224053.224951 + Penalty 2525.733847 = -221527.491104
  nChanged 237
		SP:Iteration 2F (5444.160000 sec): 3 clusters
  Score: Raw -224292.553300 + Penalty 2525.733847 = -221766.819453
  nChanged 152
		SP:Iteration 3F (5444.160000 sec): 3 clusters
  Score: Raw -224435.494425 + Penalty 2525.733847 = -221909.760578
  nChanged 111
		SP:Iteration 4Q (5444.170000 sec): 3 clusters
  Score: Raw -224516.244607 + Penalty 2525.733847 = -221990.510760
  nChanged 73
		SP:Iteration 5Q (5444.170000 sec): 3 clusters
  Score: Raw -224567.907867 + Penalty 2525.733847 = -222042.174020
  nChanged 59
		SP:Iteration 6Q (5444.180000 sec): 3 clusters
  Score: Raw -224609.904951 + Penalty 2525.733847 = -222084.171104
  nChanged 59
		SP:Iteration 7Q (5444.190000 sec): 3 clusters
  Score: Raw -224649.399650 + Penalty 2525.733847 = -222123.665803
  nChanged 54
		SP:Iteration 8Q (5444.190000 sec): 3 clusters
  Score: Raw -224679.233858 + Penalty 2525.733847 = -222153.500011
  nChanged 38
		SP:Iteration 9Q (5444.200000 sec): 3 clusters
  Score: Raw -224702.862741 + Penalty 2525.733847 = -222177.128894
  nChanged 28
		SP:Iteration 10Q (5444.200000 sec): 3 clusters
  Score: Raw -224722.208228 + Penalty 2525.733847 = -222196.474381
  nChanged 33
		SP:Iteration 11Q (5444.210000 sec): 3 clusters
  Score: Raw -224749.797218 + Penalty 2525.733847 = -222224.063371
  nChanged 24
		SP:Iteration 12Q (5444.210000 sec): 3 clusters
  Score: Raw -224769.968835 + Penalty 2525.733847 = -222244.234988
  nChanged 22
		SP:Iteration 13Q (5444.220000 sec): 3 clusters
  Score: Raw -224783.869398 + Penalty 2525.733847 = -222258.135551
  nChanged 20
		SP:Iteration 14Q (5444.230000 sec): 3 clusters
  Score: Raw -224793.904561 + Penalty 2525.733847 = -222268.170714
  nChanged 11
		SP:Iteration 15Q (5444.230000 sec): 3 clusters
  Score: Raw -224798.441599 + Penalty 2525.733847 = -222272.707752
  nChanged 10
		SP:Iteration 16Q (5444.230000 sec): 3 clusters
  Score: Raw -224804.036510 + Penalty 2525.733847 = -222278.302663
  nChanged 9
		SP:Iteration 17Q (5444.240000 sec): 3 clusters
  Score: Raw -224810.201159 + Penalty 2525.733847 = -222284.467312
  nChanged 14
		SP:Iteration 18Q (5444.250000 sec): 3 clusters
  Score: Raw -224815.809496 + Penalty 2525.733847 = -222290.075649
  nChanged 10
		SP:Iteration 19Q (5444.250000 sec): 3 clusters
  Score: Raw -224824.232167 + Penalty 2525.733847 = -222298.498320
  nChanged 10
		SP:Iteration 20F (5444.260000 sec): 3 clusters
  Score: Raw -224830.504965 + Penalty 2525.733847 = -222304.771118
  nChanged 7
		SP:Iteration 21Q (5444.260000 sec): 3 clusters
  Score: Raw -224832.893847 + Penalty 2525.733847 = -222307.160000
  nChanged 5
		SP:Iteration 22Q (5444.270000 sec): 3 clusters
  Score: Raw -224835.326751 + Penalty 2525.733847 = -222309.592904
  nChanged 2
		SP:Iteration 23Q (5444.270000 sec): 3 clusters
  Score: Raw -224836.020793 + Penalty 2525.733847 = -222310.286946
  nChanged 3
		SP:Iteration 24Q (5444.280000 sec): 3 clusters
  Score: Raw -224838.981950 + Penalty 2525.733847 = -222313.248103
  nChanged 2
		SP:Iteration 25Q (5444.290000 sec): 3 clusters
  Score: Raw -224841.087522 + Penalty 2525.733847 = -222315.353674
  nChanged 4
		SP:Iteration 26Q (5444.290000 sec): 3 clusters
  Score: Raw -224843.546507 + Penalty 2525.733847 = -222317.812660
  nChanged 3
		SP:Iteration 27Q (5444.300000 sec): 3 clusters
  Score: Raw -224844.775625 + Penalty 2525.733847 = -222319.041778
  nChanged 0
		SP:Iteration 28F (5444.300000 sec): 3 clusters
  Score: Raw -224844.775625 + Penalty 2525.733847 = -222319.041778
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (1773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5444.310000 sec): 2 clusters
  Score: Raw -169930.923701 + Penalty 1215.569600 = -168715.354101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5444.320000 sec): 3 clusters
  Score: Raw -169390.964088 + Penalty 2431.139199 = -166959.824889
  nChanged 669
		SP:Iteration 1F (5444.320000 sec): 3 clusters
  Score: Raw -170826.034719 + Penalty 2431.139199 = -168394.895519
  nChanged 234
		SP:Iteration 2F (5444.330000 sec): 3 clusters
  Score: Raw -171300.709767 + Penalty 2431.139199 = -168869.570567
  nChanged 123
		SP:Iteration 3F (5444.330000 sec): 3 clusters
  Score: Raw -171581.355893 + Penalty 2431.139199 = -169150.216693
  nChanged 76
		SP:Iteration 4Q (5444.330000 sec): 3 clusters
  Score: Raw -171827.984419 + Penalty 2431.139199 = -169396.845220
  nChanged 44
		SP:Iteration 5Q (5444.340000 sec): 3 clusters
  Score: Raw -171925.526409 + Penalty 2431.139199 = -169494.387210
  nChanged 21
		SP:Iteration 6Q (5444.340000 sec): 3 clusters
  Score: Raw -171961.093094 + Penalty 2431.139199 = -169529.953895
  nChanged 11
		SP:Iteration 7Q (5444.340000 sec): 3 clusters
  Score: Raw -171973.815678 + Penalty 2431.139199 = -169542.676479
  nChanged 8
		SP:Iteration 8Q (5444.350000 sec): 3 clusters
  Score: Raw -171986.867685 + Penalty 2431.139199 = -169555.728485
  nChanged 8
		SP:Iteration 9Q (5444.350000 sec): 3 clusters
  Score: Raw -172003.520288 + Penalty 2431.139199 = -169572.381089
  nChanged 7
		SP:Iteration 10Q (5444.350000 sec): 3 clusters
  Score: Raw -172019.350466 + Penalty 2431.139199 = -169588.211267
  nChanged 9
		SP:Iteration 11Q (5444.360000 sec): 3 clusters
  Score: Raw -172031.832987 + Penalty 2431.139199 = -169600.693788
  nChanged 7
		SP:Iteration 12Q (5444.360000 sec): 3 clusters
  Score: Raw -172054.488494 + Penalty 2431.139199 = -169623.349295
  nChanged 8
		SP:Iteration 13Q (5444.370000 sec): 3 clusters
  Score: Raw -172061.347154 + Penalty 2431.139199 = -169630.207955
  nChanged 7
		SP:Iteration 14Q (5444.370000 sec): 3 clusters
  Score: Raw -172065.480081 + Penalty 2431.139199 = -169634.340881
  nChanged 2
		SP:Iteration 15Q (5444.370000 sec): 3 clusters
  Score: Raw -172066.189396 + Penalty 2431.139199 = -169635.050196
  nChanged 0
		SP:Iteration 16F (5444.370000 sec): 3 clusters
  Score: Raw -172066.189396 + Penalty 2431.139199 = -169635.050196
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5444.390000 sec): 2 clusters
  Score: Raw -117363.572170 + Penalty 1133.504763 = -116230.067407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5444.390000 sec): 3 clusters
  Score: Raw -117023.350381 + Penalty 2267.009526 = -114756.340854
  nChanged 315
		SP:Iteration 1F (5444.390000 sec): 3 clusters
  Score: Raw -117282.952196 + Penalty 2267.009526 = -115015.942670
  nChanged 80
		SP:Iteration 2F (5444.400000 sec): 3 clusters
  Score: Raw -117359.265231 + Penalty 2267.009526 = -115092.255704
  nChanged 36
		SP:Iteration 3Q (5444.400000 sec): 3 clusters
  Score: Raw -117392.391180 + Penalty 2267.009526 = -115125.381653
  nChanged 22
		SP:Iteration 4Q (5444.400000 sec): 3 clusters
  Score: Raw -117415.712259 + Penalty 2267.009526 = -115148.702732
  nChanged 18
		SP:Iteration 5Q (5444.410000 sec): 3 clusters
  Score: Raw -117436.278601 + Penalty 2267.009526 = -115169.269074
  nChanged 15
		SP:Iteration 6Q (5444.410000 sec): 3 clusters
  Score: Raw -117447.574888 + Penalty 2267.009526 = -115180.565362
  nChanged 6
		SP:Iteration 7Q (5444.410000 sec): 3 clusters
  Score: Raw -117450.522417 + Penalty 2267.009526 = -115183.512891
  nChanged 4
		SP:Iteration 8Q (5444.410000 sec): 3 clusters
  Score: Raw -117459.582804 + Penalty 2267.009526 = -115192.573278
  nChanged 7
		SP:Iteration 9Q (5444.410000 sec): 3 clusters
  Score: Raw -117467.286308 + Penalty 2267.009526 = -115200.276782
  nChanged 8
		SP:Iteration 10Q (5444.420000 sec): 3 clusters
  Score: Raw -117475.052308 + Penalty 2267.009526 = -115208.042782
  nChanged 4
		SP:Iteration 11Q (5444.420000 sec): 3 clusters
  Score: Raw -117478.159383 + Penalty 2267.009526 = -115211.149857
  nChanged 6
		SP:Iteration 12Q (5444.420000 sec): 3 clusters
  Score: Raw -117482.680782 + Penalty 2267.009526 = -115215.671256
  nChanged 2
		SP:Iteration 13Q (5444.430000 sec): 3 clusters
  Score: Raw -117484.250837 + Penalty 2267.009526 = -115217.241311
  nChanged 3
		SP:Iteration 14Q (5444.430000 sec): 3 clusters
  Score: Raw -117486.309044 + Penalty 2267.009526 = -115219.299517
  nChanged 0
		SP:Iteration 15F (5444.430000 sec): 3 clusters
  Score: Raw -117486.309044 + Penalty 2267.009526 = -115219.299517
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5444.430000 sec): 2 clusters
  Score: Raw -13634.898358 + Penalty 803.016894 = -12831.881464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5444.430000 sec): 3 clusters
  Score: Raw -13755.580604 + Penalty 1606.033787 = -12149.546816
  nChanged 14
		SP:Iteration 1F (5444.440000 sec): 3 clusters
  Score: Raw -13818.886008 + Penalty 1606.033787 = -12212.852221
  nChanged 2
		SP:Iteration 2Q (5444.440000 sec): 3 clusters
  Score: Raw -13826.202495 + Penalty 1606.033787 = -12220.168707
  nChanged 1
		SP:Iteration 3Q (5444.440000 sec): 3 clusters
  Score: Raw -13828.851011 + Penalty 1606.033787 = -12222.817223
  nChanged 1
		SP:Iteration 4Q (5444.440000 sec): 3 clusters
  Score: Raw -13831.568716 + Penalty 1606.033787 = -12225.534929
  nChanged 0
		SP:Iteration 5F (5444.440000 sec): 3 clusters
  Score: Raw -13831.568716 + Penalty 1606.033787 = -12225.534929
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 81 (2475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5444.450000 sec): 2 clusters
  Score: Raw -240056.313280 + Penalty 1269.774297 = -238786.538983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5444.450000 sec): 3 clusters
  Score: Raw -238997.624694 + Penalty 2539.548594 = -236458.076100
  nChanged 887
		SP:Iteration 1F (5444.460000 sec): 3 clusters
  Score: Raw -239730.702136 + Penalty 2539.548594 = -237191.153541
  nChanged 270
		SP:Iteration 2F (5444.470000 sec): 3 clusters
  Score: Raw -240049.385991 + Penalty 2539.548594 = -237509.837396
  nChanged 192
		SP:Iteration 3F (5444.470000 sec): 3 clusters
  Score: Raw -240241.263468 + Penalty 2539.548594 = -237701.714874
  nChanged 140
		SP:Iteration 4F (5444.480000 sec): 3 clusters
  Score: Raw -240390.126377 + Penalty 2539.548594 = -237850.577783
  nChanged 119
		SP:Iteration 5Q (5444.490000 sec): 3 clusters
  Score: Raw -240486.684518 + Penalty 2539.548594 = -237947.135924
  nChanged 76
		SP:Iteration 6Q (5444.490000 sec): 3 clusters
  Score: Raw -240546.000073 + Penalty 2539.548594 = -238006.451479
  nChanged 58
		SP:Iteration 7Q (5444.500000 sec): 3 clusters
  Score: Raw -240598.787316 + Penalty 2539.548594 = -238059.238721
  nChanged 47
		SP:Iteration 8Q (5444.500000 sec): 3 clusters
  Score: Raw -240634.009242 + Penalty 2539.548594 = -238094.460648
  nChanged 43
		SP:Iteration 9Q (5444.510000 sec): 3 clusters
  Score: Raw -240666.195392 + Penalty 2539.548594 = -238126.646797
  nChanged 49
		SP:Iteration 10Q (5444.510000 sec): 3 clusters
  Score: Raw -240705.902558 + Penalty 2539.548594 = -238166.353963
  nChanged 35
		SP:Iteration 11Q (5444.520000 sec): 3 clusters
  Score: Raw -240727.873149 + Penalty 2539.548594 = -238188.324554
  nChanged 18
		SP:Iteration 12Q (5444.530000 sec): 3 clusters
  Score: Raw -240741.753528 + Penalty 2539.548594 = -238202.204934
  nChanged 13
		SP:Iteration 13Q (5444.530000 sec): 3 clusters
  Score: Raw -240747.142212 + Penalty 2539.548594 = -238207.593618
  nChanged 5
		SP:Iteration 14Q (5444.540000 sec): 3 clusters
  Score: Raw -240748.666111 + Penalty 2539.548594 = -238209.117516
  nChanged 4
		SP:Iteration 15Q (5444.540000 sec): 3 clusters
  Score: Raw -240750.393449 + Penalty 2539.548594 = -238210.844855
  nChanged 5
		SP:Iteration 16Q (5444.550000 sec): 3 clusters
  Score: Raw -240752.353132 + Penalty 2539.548594 = -238212.804538
  nChanged 3
		SP:Iteration 17Q (5444.550000 sec): 3 clusters
  Score: Raw -240754.230300 + Penalty 2539.548594 = -238214.681705
  nChanged 6
		SP:Iteration 18Q (5444.560000 sec): 3 clusters
  Score: Raw -240758.200176 + Penalty 2539.548594 = -238218.651582
  nChanged 9
		SP:Iteration 19Q (5444.570000 sec): 3 clusters
  Score: Raw -240761.923727 + Penalty 2539.548594 = -238222.375133
  nChanged 7
		SP:Iteration 20F (5444.570000 sec): 3 clusters
  Score: Raw -240764.716506 + Penalty 2539.548594 = -238225.167911
  nChanged 7
		SP:Iteration 21Q (5444.580000 sec): 3 clusters
  Score: Raw -240768.656790 + Penalty 2539.548594 = -238229.108195
  nChanged 6
		SP:Iteration 22Q (5444.590000 sec): 3 clusters
  Score: Raw -240771.045489 + Penalty 2539.548594 = -238231.496894
  nChanged 6
		SP:Iteration 23Q (5444.590000 sec): 3 clusters
  Score: Raw -240773.316170 + Penalty 2539.548594 = -238233.767575
  nChanged 5
		SP:Iteration 24Q (5444.590000 sec): 3 clusters
  Score: Raw -240776.319745 + Penalty 2539.548594 = -238236.771151
  nChanged 7
		SP:Iteration 25Q (5444.600000 sec): 3 clusters
  Score: Raw -240781.465056 + Penalty 2539.548594 = -238241.916462
  nChanged 9
		SP:Iteration 26Q (5444.610000 sec): 3 clusters
  Score: Raw -240785.979864 + Penalty 2539.548594 = -238246.431269
  nChanged 6
		SP:Iteration 27Q (5444.610000 sec): 3 clusters
  Score: Raw -240788.057536 + Penalty 2539.548594 = -238248.508942
  nChanged 7
		SP:Iteration 28Q (5444.620000 sec): 3 clusters
  Score: Raw -240789.651919 + Penalty 2539.548594 = -238250.103325
  nChanged 1
		SP:Iteration 29Q (5444.630000 sec): 3 clusters
  Score: Raw -240790.399996 + Penalty 2539.548594 = -238250.851402
  nChanged 3
		SP:Iteration 30Q (5444.630000 sec): 3 clusters
  Score: Raw -240792.366163 + Penalty 2539.548594 = -238252.817569
  nChanged 3
		SP:Iteration 31Q (5444.630000 sec): 3 clusters
  Score: Raw -240794.793484 + Penalty 2539.548594 = -238255.244890
  nChanged 11
		SP:Iteration 32Q (5444.640000 sec): 3 clusters
  Score: Raw -240801.728646 + Penalty 2539.548594 = -238262.180052
  nChanged 5
		SP:Iteration 33Q (5444.650000 sec): 3 clusters
  Score: Raw -240805.266522 + Penalty 2539.548594 = -238265.717927
  nChanged 3
		SP:Iteration 34Q (5444.650000 sec): 3 clusters
  Score: Raw -240806.393861 + Penalty 2539.548594 = -238266.845267
  nChanged 2
		SP:Iteration 35Q (5444.660000 sec): 3 clusters
  Score: Raw -240807.556609 + Penalty 2539.548594 = -238268.008014
  nChanged 3
		SP:Iteration 36Q (5444.670000 sec): 3 clusters
  Score: Raw -240808.285379 + Penalty 2539.548594 = -238268.736784
  nChanged 3
		SP:Iteration 37Q (5444.670000 sec): 3 clusters
  Score: Raw -240809.663272 + Penalty 2539.548594 = -238270.114678
  nChanged 5
		SP:Iteration 38Q (5444.670000 sec): 3 clusters
  Score: Raw -240812.134897 + Penalty 2539.548594 = -238272.586303
  nChanged 3
		SP:Iteration 39Q (5444.680000 sec): 3 clusters
  Score: Raw -240813.725657 + Penalty 2539.548594 = -238274.177062
  nChanged 6
		SP:Iteration 40F (5444.690000 sec): 3 clusters
  Score: Raw -240816.932180 + Penalty 2539.548594 = -238277.383586
  nChanged 6
		SP:Iteration 41Q (5444.690000 sec): 3 clusters
  Score: Raw -240819.699050 + Penalty 2539.548594 = -238280.150456
  nChanged 4
		SP:Iteration 42Q (5444.700000 sec): 3 clusters
  Score: Raw -240822.432315 + Penalty 2539.548594 = -238282.883720
  nChanged 7
		SP:Iteration 43Q (5444.710000 sec): 3 clusters
  Score: Raw -240825.297892 + Penalty 2539.548594 = -238285.749298
  nChanged 6
		SP:Iteration 44Q (5444.710000 sec): 3 clusters
  Score: Raw -240827.116871 + Penalty 2539.548594 = -238287.568276
  nChanged 2
		SP:Iteration 45Q (5444.710000 sec): 3 clusters
  Score: Raw -240828.142714 + Penalty 2539.548594 = -238288.594119
  nChanged 4
		SP:Iteration 46Q (5444.720000 sec): 3 clusters
  Score: Raw -240830.907575 + Penalty 2539.548594 = -238291.358981
  nChanged 4
		SP:Iteration 47Q (5444.730000 sec): 3 clusters
  Score: Raw -240832.039272 + Penalty 2539.548594 = -238292.490678
  nChanged 4
		SP:Iteration 48Q (5444.730000 sec): 3 clusters
  Score: Raw -240833.829893 + Penalty 2539.548594 = -238294.281299
  nChanged 3
		SP:Iteration 49Q (5444.740000 sec): 3 clusters
  Score: Raw -240836.069454 + Penalty 2539.548594 = -238296.520860
  nChanged 3
		SP:Iteration 50Q (5444.740000 sec): 3 clusters
  Score: Raw -240837.026700 + Penalty 2539.548594 = -238297.478106
  nChanged 1
		SP:Iteration 51Q (5444.750000 sec): 3 clusters
  Score: Raw -240837.287442 + Penalty 2539.548594 = -238297.738848
  nChanged 0
		SP:Iteration 52F (5444.750000 sec): 3 clusters
  Score: Raw -240837.287442 + Penalty 2539.548594 = -238297.738848
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 82 (3894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5444.770000 sec): 2 clusters
  Score: Raw -439211.939678 + Penalty 1343.418730 = -437868.520947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5444.780000 sec): 3 clusters
  Score: Raw -437266.548243 + Penalty 2686.837460 = -434579.710783
  nChanged 1500
		SP:Iteration 1F (5444.790000 sec): 3 clusters
  Score: Raw -438022.494416 + Penalty 2686.837460 = -435335.656956
  nChanged 268
		SP:Iteration 2F (5444.800000 sec): 3 clusters
  Score: Raw -438187.371496 + Penalty 2686.837460 = -435500.534035
  nChanged 220
		SP:Iteration 3F (5444.810000 sec): 3 clusters
  Score: Raw -438312.528147 + Penalty 2686.837460 = -435625.690687
  nChanged 183
		SP:Iteration 4Q (5444.820000 sec): 3 clusters
  Score: Raw -438419.042970 + Penalty 2686.837460 = -435732.205509
  nChanged 158
		SP:Iteration 5Q (5444.830000 sec): 3 clusters
  Score: Raw -438514.323352 + Penalty 2686.837460 = -435827.485892
  nChanged 130
		SP:Iteration 6Q (5444.840000 sec): 3 clusters
  Score: Raw -438586.581967 + Penalty 2686.837460 = -435899.744506
  nChanged 118
		SP:Iteration 7Q (5444.850000 sec): 3 clusters
  Score: Raw -438644.294313 + Penalty 2686.837460 = -435957.456853
  nChanged 94
		SP:Iteration 8Q (5444.860000 sec): 3 clusters
  Score: Raw -438690.724180 + Penalty 2686.837460 = -436003.886720
  nChanged 87
		SP:Iteration 9Q (5444.870000 sec): 3 clusters
  Score: Raw -438729.519593 + Penalty 2686.837460 = -436042.682133
  nChanged 71
		SP:Iteration 10Q (5444.880000 sec): 3 clusters
  Score: Raw -438764.507001 + Penalty 2686.837460 = -436077.669540
  nChanged 76
		SP:Iteration 11Q (5444.890000 sec): 3 clusters
  Score: Raw -438801.178897 + Penalty 2686.837460 = -436114.341437
  nChanged 77
		SP:Iteration 12Q (5444.890000 sec): 3 clusters
  Score: Raw -438839.206625 + Penalty 2686.837460 = -436152.369165
  nChanged 82
		SP:Iteration 13Q (5444.910000 sec): 3 clusters
  Score: Raw -438887.896389 + Penalty 2686.837460 = -436201.058928
  nChanged 90
		SP:Iteration 14Q (5444.910000 sec): 3 clusters
  Score: Raw -438935.005575 + Penalty 2686.837460 = -436248.168114
  nChanged 74
		SP:Iteration 15Q (5444.930000 sec): 3 clusters
  Score: Raw -438981.621520 + Penalty 2686.837460 = -436294.784060
  nChanged 89
		SP:Iteration 16Q (5444.930000 sec): 3 clusters
  Score: Raw -439037.315098 + Penalty 2686.837460 = -436350.477637
  nChanged 95
		SP:Iteration 17Q (5444.940000 sec): 3 clusters
  Score: Raw -439099.731180 + Penalty 2686.837460 = -436412.893720
  nChanged 78
		SP:Iteration 18Q (5444.950000 sec): 3 clusters
  Score: Raw -439151.707369 + Penalty 2686.837460 = -436464.869909
  nChanged 64
		SP:Iteration 19Q (5444.960000 sec): 3 clusters
  Score: Raw -439191.620040 + Penalty 2686.837460 = -436504.782580
  nChanged 51
		SP:Iteration 20F (5444.970000 sec): 3 clusters
  Score: Raw -439220.859141 + Penalty 2686.837460 = -436534.021681
  nChanged 40
		SP:Iteration 21Q (5444.980000 sec): 3 clusters
  Score: Raw -439243.606173 + Penalty 2686.837460 = -436556.768713
  nChanged 36
		SP:Iteration 22Q (5444.990000 sec): 3 clusters
  Score: Raw -439265.724514 + Penalty 2686.837460 = -436578.887053
  nChanged 38
		SP:Iteration 23Q (5445.000000 sec): 3 clusters
  Score: Raw -439288.360758 + Penalty 2686.837460 = -436601.523298
  nChanged 31
		SP:Iteration 24Q (5445.010000 sec): 3 clusters
  Score: Raw -439305.463241 + Penalty 2686.837460 = -436618.625781
  nChanged 22
		SP:Iteration 25Q (5445.010000 sec): 3 clusters
  Score: Raw -439316.105608 + Penalty 2686.837460 = -436629.268147
  nChanged 20
		SP:Iteration 26Q (5445.020000 sec): 3 clusters
  Score: Raw -439328.231045 + Penalty 2686.837460 = -436641.393585
  nChanged 15
		SP:Iteration 27Q (5445.030000 sec): 3 clusters
  Score: Raw -439335.199220 + Penalty 2686.837460 = -436648.361759
  nChanged 10
		SP:Iteration 28Q (5445.040000 sec): 3 clusters
  Score: Raw -439341.408461 + Penalty 2686.837460 = -436654.571001
  nChanged 13
		SP:Iteration 29Q (5445.050000 sec): 3 clusters
  Score: Raw -439348.454545 + Penalty 2686.837460 = -436661.617085
  nChanged 14
		SP:Iteration 30Q (5445.060000 sec): 3 clusters
  Score: Raw -439355.880076 + Penalty 2686.837460 = -436669.042615
  nChanged 11
		SP:Iteration 31Q (5445.070000 sec): 3 clusters
  Score: Raw -439363.472679 + Penalty 2686.837460 = -436676.635218
  nChanged 7
		SP:Iteration 32Q (5445.070000 sec): 3 clusters
  Score: Raw -439368.358403 + Penalty 2686.837460 = -436681.520943
  nChanged 12
		SP:Iteration 33Q (5445.080000 sec): 3 clusters
  Score: Raw -439375.754937 + Penalty 2686.837460 = -436688.917477
  nChanged 5
		SP:Iteration 34Q (5445.090000 sec): 3 clusters
  Score: Raw -439377.950606 + Penalty 2686.837460 = -436691.113146
  nChanged 5
		SP:Iteration 35Q (5445.100000 sec): 3 clusters
  Score: Raw -439379.614059 + Penalty 2686.837460 = -436692.776599
  nChanged 5
		SP:Iteration 36Q (5445.110000 sec): 3 clusters
  Score: Raw -439381.719270 + Penalty 2686.837460 = -436694.881810
  nChanged 8
		SP:Iteration 37Q (5445.120000 sec): 3 clusters
  Score: Raw -439387.084518 + Penalty 2686.837460 = -436700.247057
  nChanged 8
		SP:Iteration 38Q (5445.130000 sec): 3 clusters
  Score: Raw -439391.878340 + Penalty 2686.837460 = -436705.040880
  nChanged 9
		SP:Iteration 39Q (5445.130000 sec): 3 clusters
  Score: Raw -439398.624746 + Penalty 2686.837460 = -436711.787286
  nChanged 4
		SP:Iteration 40F (5445.140000 sec): 3 clusters
  Score: Raw -439402.009132 + Penalty 2686.837460 = -436715.171671
  nChanged 7
		SP:Iteration 41Q (5445.150000 sec): 3 clusters
  Score: Raw -439407.378108 + Penalty 2686.837460 = -436720.540648
  nChanged 9
		SP:Iteration 42Q (5445.160000 sec): 3 clusters
  Score: Raw -439412.875461 + Penalty 2686.837460 = -436726.038001
  nChanged 8
		SP:Iteration 43Q (5445.170000 sec): 3 clusters
  Score: Raw -439419.311285 + Penalty 2686.837460 = -436732.473825
  nChanged 7
		SP:Iteration 44Q (5445.170000 sec): 3 clusters
  Score: Raw -439423.581618 + Penalty 2686.837460 = -436736.744158
  nChanged 7
		SP:Iteration 45Q (5445.190000 sec): 3 clusters
  Score: Raw -439429.751465 + Penalty 2686.837460 = -436742.914005
  nChanged 9
		SP:Iteration 46Q (5445.190000 sec): 3 clusters
  Score: Raw -439434.440988 + Penalty 2686.837460 = -436747.603528
  nChanged 5
		SP:Iteration 47Q (5445.200000 sec): 3 clusters
  Score: Raw -439436.954922 + Penalty 2686.837460 = -436750.117462
  nChanged 2
		SP:Iteration 48Q (5445.210000 sec): 3 clusters
  Score: Raw -439438.310546 + Penalty 2686.837460 = -436751.473086
  nChanged 1
		SP:Iteration 49Q (5445.220000 sec): 3 clusters
  Score: Raw -439439.671403 + Penalty 2686.837460 = -436752.833943
  nChanged 2
		SP:Iteration 50Q (5445.230000 sec): 3 clusters
  Score: Raw -439441.010492 + Penalty 2686.837460 = -436754.173032
  nChanged 2
		SP:Iteration 51Q (5445.230000 sec): 3 clusters
  Score: Raw -439442.563741 + Penalty 2686.837460 = -436755.726280
  nChanged 2
		SP:Iteration 52Q (5445.240000 sec): 3 clusters
  Score: Raw -439443.313425 + Penalty 2686.837460 = -436756.475964
  nChanged 1
		SP:Iteration 53Q (5445.250000 sec): 3 clusters
  Score: Raw -439444.187880 + Penalty 2686.837460 = -436757.350420
  nChanged 1
		SP:Iteration 54Q (5445.260000 sec): 3 clusters
  Score: Raw -439444.788606 + Penalty 2686.837460 = -436757.951146
  nChanged 1
		SP:Iteration 55Q (5445.270000 sec): 3 clusters
  Score: Raw -439445.879498 + Penalty 2686.837460 = -436759.042037
  nChanged 1
		SP:Iteration 56Q (5445.270000 sec): 3 clusters
  Score: Raw -439446.017881 + Penalty 2686.837460 = -436759.180420
  nChanged 0
		SP:Iteration 57F (5445.280000 sec): 3 clusters
  Score: Raw -439446.017881 + Penalty 2686.837460 = -436759.180420
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 83 (746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5445.290000 sec): 2 clusters
  Score: Raw -61778.729202 + Penalty 1074.892910 = -60703.836292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5445.290000 sec): 3 clusters
  Score: Raw -61753.173662 + Penalty 2149.785820 = -59603.387842
  nChanged 273
		SP:Iteration 1F (5445.290000 sec): 3 clusters
  Score: Raw -62992.748895 + Penalty 2149.785820 = -60842.963075
  nChanged 96
		SP:Iteration 2F (5445.290000 sec): 3 clusters
  Score: Raw -63597.282111 + Penalty 2149.785820 = -61447.496291
  nChanged 36
		SP:Iteration 3Q (5445.300000 sec): 3 clusters
  Score: Raw -63811.685184 + Penalty 2149.785820 = -61661.899364
  nChanged 21
		SP:Iteration 4Q (5445.300000 sec): 3 clusters
  Score: Raw -63962.577258 + Penalty 2149.785820 = -61812.791437
  nChanged 19
		SP:Iteration 5Q (5445.300000 sec): 3 clusters
  Score: Raw -64247.801338 + Penalty 2149.785820 = -62098.015517
  nChanged 9
		SP:Iteration 6Q (5445.300000 sec): 3 clusters
  Score: Raw -64409.165788 + Penalty 2149.785820 = -62259.379968
  nChanged 2
		SP:Iteration 7Q (5445.300000 sec): 3 clusters
  Score: Raw -64412.368709 + Penalty 2149.785820 = -62262.582889
  nChanged 0
		SP:Iteration 8F (5445.300000 sec): 3 clusters
  Score: Raw -64412.368709 + Penalty 2149.785820 = -62262.582889
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Iteration 259Q (5458.690000 sec): 87 clusters
  Score: Raw -174139915.733634 + Penalty 199225.923362 = -173940689.810273
  nChanged 1142
Iteration 260F (5576.420000 sec): 87 clusters
  Score: Raw -174140272.738159 + Penalty 199225.923362 = -173941046.814797
  nChanged 698
Iteration 261Q (5588.620000 sec): 87 clusters
  Score: Raw -174140383.625621 + Penalty 199225.923362 = -173941157.702259
  nChanged 406
Iteration 262Q (5600.730000 sec): 87 clusters
  Score: Raw -174140428.490547 + Penalty 199225.923362 = -173941202.567186
  nChanged 307
Iteration 263Q (5612.790000 sec): 87 clusters
  Score: Raw -174140461.101963 + Penalty 199225.923362 = -173941235.178602
  nChanged 222
Iteration 264Q (5624.820000 sec): 87 clusters
  Score: Raw -174140489.721176 + Penalty 199225.923362 = -173941263.797814
  nChanged 193
Iteration 265Q (5636.740000 sec): 87 clusters
  Score: Raw -174140516.373524 + Penalty 199225.923362 = -173941290.450163
  nChanged 179
Iteration 266Q (5648.650000 sec): 87 clusters
  Score: Raw -174140537.208744 + Penalty 199225.923362 = -173941311.285382
  nChanged 159
Iteration 267Q (5660.520000 sec): 87 clusters
  Score: Raw -174140552.578009 + Penalty 199225.923362 = -173941326.654648
  nChanged 125
Iteration 268Q (5672.460000 sec): 87 clusters
  Score: Raw -174140565.680248 + Penalty 199225.923362 = -173941339.756886
  nChanged 115
Iteration 269Q (5684.300000 sec): 87 clusters
  Score: Raw -174140573.997539 + Penalty 199225.923362 = -173941348.074178
  nChanged 78
Iteration 270Q (5696.130000 sec): 87 clusters
  Score: Raw -174140580.754733 + Penalty 199225.923362 = -173941354.831371
  nChanged 66
Iteration 271Q (5708.000000 sec): 87 clusters
  Score: Raw -174140590.556091 + Penalty 199225.923362 = -173941364.632729
  nChanged 61
Iteration 272Q (5719.750000 sec): 87 clusters
  Score: Raw -174140595.436500 + Penalty 199225.923362 = -173941369.513138
  nChanged 48
Iteration 273Q (5731.520000 sec): 87 clusters
  Score: Raw -174140598.928806 + Penalty 199225.923362 = -173941373.005444
  nChanged 41
Iteration 274Q (5743.270000 sec): 87 clusters
  Score: Raw -174140603.042293 + Penalty 199225.923362 = -173941377.118931
  nChanged 38
Iteration 275Q (5755.020000 sec): 87 clusters
  Score: Raw -174140607.348774 + Penalty 199225.923362 = -173941381.425412
  nChanged 27
Iteration 276Q (5766.820000 sec): 87 clusters
  Score: Raw -174140612.000009 + Penalty 199225.923362 = -173941386.076647
  nChanged 28
Iteration 277Q (5778.590000 sec): 87 clusters
  Score: Raw -174140614.446109 + Penalty 199225.923362 = -173941388.522748
  nChanged 20
Iteration 278Q (5790.360000 sec): 87 clusters
  Score: Raw -174140620.111531 + Penalty 199225.923362 = -173941394.188169
  nChanged 24
Iteration 279Q (5802.290000 sec): 87 clusters
  Score: Raw -174140621.857492 + Penalty 199225.923362 = -173941395.934130
  nChanged 28
Iteration 280F (5920.100000 sec): 87 clusters
  Score: Raw -174140623.824471 + Penalty 199225.923362 = -173941397.901109
  nChanged 22
Iteration 281Q (5931.950000 sec): 87 clusters
  Score: Raw -174140626.525374 + Penalty 199225.923362 = -173941400.602013
  nChanged 17
Iteration 282Q (5943.880000 sec): 87 clusters
  Score: Raw -174140628.655658 + Penalty 199225.923362 = -173941402.732296
  nChanged 13
Iteration 283Q (5955.820000 sec): 87 clusters
  Score: Raw -174140629.987160 + Penalty 199225.923362 = -173941404.063798
  nChanged 13
Iteration 284Q (5967.640000 sec): 87 clusters
  Score: Raw -174140630.872217 + Penalty 199225.923362 = -173941404.948855
  nChanged 14
Iteration 285Q (5980.210000 sec): 87 clusters
  Score: Raw -174140631.543909 + Penalty 199225.923362 = -173941405.620548
  nChanged 14
Iteration 286Q (5992.040000 sec): 87 clusters
  Score: Raw -174140632.079658 + Penalty 199225.923362 = -173941406.156296
  nChanged 10
Iteration 287Q (6003.900000 sec): 87 clusters
  Score: Raw -174140632.375084 + Penalty 199225.923362 = -173941406.451722
  nChanged 8
Iteration 288Q (6015.690000 sec): 87 clusters
  Score: Raw -174140632.718215 + Penalty 199225.923362 = -173941406.794854
  nChanged 11
Iteration 289Q (6027.480000 sec): 87 clusters
  Score: Raw -174140633.027547 + Penalty 199225.923362 = -173941407.104185
  nChanged 7
Iteration 290Q (6039.240000 sec): 87 clusters
  Score: Raw -174140633.329793 + Penalty 199225.923362 = -173941407.406432
  nChanged 4
Iteration 291Q (6050.970000 sec): 87 clusters
  Score: Raw -174140633.550138 + Penalty 199225.923362 = -173941407.626776
  nChanged 5
Iteration 292Q (6062.630000 sec): 87 clusters
  Score: Raw -174140633.795628 + Penalty 199225.923362 = -173941407.872266
  nChanged 10
Iteration 293Q (6074.200000 sec): 87 clusters
  Score: Raw -174140634.187622 + Penalty 199225.923362 = -173941408.264260
  nChanged 10
Iteration 294Q (6085.770000 sec): 87 clusters
  Score: Raw -174140634.546431 + Penalty 199225.923362 = -173941408.623070
  nChanged 8
Iteration 295Q (6097.580000 sec): 87 clusters
  Score: Raw -174140634.928074 + Penalty 199225.923362 = -173941409.004712
  nChanged 11
Iteration 296Q (6109.480000 sec): 87 clusters
  Score: Raw -174140635.431715 + Penalty 199225.923362 = -173941409.508354
  nChanged 8
Iteration 297Q (6121.550000 sec): 87 clusters
  Score: Raw -174140635.735301 + Penalty 199225.923362 = -173941409.811939
  nChanged 7
Iteration 298Q (6133.630000 sec): 87 clusters
  Score: Raw -174140636.102331 + Penalty 199225.923362 = -173941410.178970
  nChanged 5
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -174140636.102331 + Penalty 199225.923362 = -173941410.178970
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6134.150000 sec): 2 clusters
  Score: Raw -3165366.665387 + Penalty 1657.589454 = -3163709.075933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6134.230000 sec): 3 clusters
  Score: Raw -3148763.941683 + Penalty 3315.178908 = -3145448.762775
  nChanged 12414
		SP:Iteration 1F (6134.310000 sec): 3 clusters
  Score: Raw -3155520.965888 + Penalty 3315.178908 = -3152205.786980
  nChanged 1231
		SP:Iteration 2Q (6134.400000 sec): 3 clusters
  Score: Raw -3155914.387609 + Penalty 3315.178908 = -3152599.208700
  nChanged 1149
		SP:Iteration 3Q (6134.480000 sec): 3 clusters
  Score: Raw -3156285.045770 + Penalty 3315.178908 = -3152969.866862
  nChanged 1081
		SP:Iteration 4Q (6134.560000 sec): 3 clusters
  Score: Raw -3156649.604533 + Penalty 3315.178908 = -3153334.425625
  nChanged 1116
		SP:Iteration 5Q (6134.640000 sec): 3 clusters
  Score: Raw -3157051.020237 + Penalty 3315.178908 = -3153735.841329
  nChanged 1157
		SP:Iteration 6Q (6134.720000 sec): 3 clusters
  Score: Raw -3157523.731214 + Penalty 3315.178908 = -3154208.552306
  nChanged 1229
		SP:Iteration 7Q (6134.800000 sec): 3 clusters
  Score: Raw -3158014.004184 + Penalty 3315.178908 = -3154698.825276
  nChanged 1175
		SP:Iteration 8Q (6134.890000 sec): 3 clusters
  Score: Raw -3158490.735988 + Penalty 3315.178908 = -3155175.557080
  nChanged 1130
		SP:Iteration 9Q (6134.990000 sec): 3 clusters
  Score: Raw -3158930.532700 + Penalty 3315.178908 = -3155615.353792
  nChanged 1115
		SP:Iteration 10Q (6135.060000 sec): 3 clusters
  Score: Raw -3159365.209804 + Penalty 3315.178908 = -3156050.030895
  nChanged 1087
		SP:Iteration 11Q (6135.130000 sec): 3 clusters
  Score: Raw -3159777.570256 + Penalty 3315.178908 = -3156462.391348
  nChanged 1007
		SP:Iteration 12Q (6135.210000 sec): 3 clusters
  Score: Raw -3160136.963172 + Penalty 3315.178908 = -3156821.784264
  nChanged 873
		SP:Iteration 13Q (6135.280000 sec): 3 clusters
  Score: Raw -3160450.021146 + Penalty 3315.178908 = -3157134.842238
  nChanged 784
		SP:Iteration 14Q (6135.350000 sec): 3 clusters
  Score: Raw -3160725.129362 + Penalty 3315.178908 = -3157409.950454
  nChanged 764
		SP:Iteration 15Q (6135.420000 sec): 3 clusters
  Score: Raw -3161014.544616 + Penalty 3315.178908 = -3157699.365707
  nChanged 712
		SP:Iteration 16Q (6135.500000 sec): 3 clusters
  Score: Raw -3161298.154963 + Penalty 3315.178908 = -3157982.976055
  nChanged 744
		SP:Iteration 17Q (6135.570000 sec): 3 clusters
  Score: Raw -3161626.184543 + Penalty 3315.178908 = -3158311.005635
  nChanged 824
		SP:Iteration 18Q (6135.650000 sec): 3 clusters
  Score: Raw -3162012.529782 + Penalty 3315.178908 = -3158697.350873
  nChanged 830
		SP:Iteration 19Q (6135.720000 sec): 3 clusters
  Score: Raw -3162423.320764 + Penalty 3315.178908 = -3159108.141856
  nChanged 820
		SP:Iteration 20F (6135.790000 sec): 3 clusters
  Score: Raw -3162842.701204 + Penalty 3315.178908 = -3159527.522296
  nChanged 771
		SP:Iteration 21Q (6135.860000 sec): 3 clusters
  Score: Raw -3163264.779451 + Penalty 3315.178908 = -3159949.600543
  nChanged 702
		SP:Iteration 22Q (6135.930000 sec): 3 clusters
  Score: Raw -3163663.711550 + Penalty 3315.178908 = -3160348.532641
  nChanged 660
		SP:Iteration 23Q (6135.990000 sec): 3 clusters
  Score: Raw -3164070.095341 + Penalty 3315.178908 = -3160754.916432
  nChanged 560
		SP:Iteration 24Q (6136.060000 sec): 3 clusters
  Score: Raw -3164424.823533 + Penalty 3315.178908 = -3161109.644625
  nChanged 450
		SP:Iteration 25Q (6136.120000 sec): 3 clusters
  Score: Raw -3164713.494787 + Penalty 3315.178908 = -3161398.315879
  nChanged 373
		SP:Iteration 26Q (6136.180000 sec): 3 clusters
  Score: Raw -3164972.580612 + Penalty 3315.178908 = -3161657.401704
  nChanged 315
		SP:Iteration 27Q (6136.240000 sec): 3 clusters
  Score: Raw -3165191.582786 + Penalty 3315.178908 = -3161876.403877
  nChanged 197
		SP:Iteration 28Q (6136.300000 sec): 3 clusters
  Score: Raw -3165337.552732 + Penalty 3315.178908 = -3162022.373824
  nChanged 156
		SP:Iteration 29Q (6136.350000 sec): 3 clusters
  Score: Raw -3165451.998288 + Penalty 3315.178908 = -3162136.819380
  nChanged 102
		SP:Iteration 30Q (6136.410000 sec): 3 clusters
  Score: Raw -3165520.410047 + Penalty 3315.178908 = -3162205.231139
  nChanged 60
		SP:Iteration 31Q (6136.460000 sec): 3 clusters
  Score: Raw -3165560.771706 + Penalty 3315.178908 = -3162245.592798
  nChanged 41
		SP:Iteration 32Q (6136.520000 sec): 3 clusters
  Score: Raw -3165587.374271 + Penalty 3315.178908 = -3162272.195362
  nChanged 26
		SP:Iteration 33Q (6136.570000 sec): 3 clusters
  Score: Raw -3165602.312162 + Penalty 3315.178908 = -3162287.133254
  nChanged 16
		SP:Iteration 34Q (6136.620000 sec): 3 clusters
  Score: Raw -3165611.528376 + Penalty 3315.178908 = -3162296.349468
  nChanged 8
		SP:Iteration 35Q (6136.670000 sec): 3 clusters
  Score: Raw -3165616.246743 + Penalty 3315.178908 = -3162301.067834
  nChanged 2
		SP:Iteration 36Q (6136.730000 sec): 3 clusters
  Score: Raw -3165617.109539 + Penalty 3315.178908 = -3162301.930631
  nChanged 0
		SP:Iteration 37F (6136.800000 sec): 3 clusters
  Score: Raw -3165617.109539 + Penalty 3315.178908 = -3162301.930631
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6136.840000 sec): 2 clusters
  Score: Raw -1108137.955253 + Penalty 1484.204688 = -1106653.750565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.870000 sec): 3 clusters
  Score: Raw -1102928.151684 + Penalty 2968.409377 = -1099959.742307
  nChanged 3955
		SP:Iteration 1F (6136.890000 sec): 3 clusters
  Score: Raw -1105188.686926 + Penalty 2968.409377 = -1102220.277550
  nChanged 610
		SP:Iteration 2F (6136.910000 sec): 3 clusters
  Score: Raw -1105525.180906 + Penalty 2968.409377 = -1102556.771529
  nChanged 525
		SP:Iteration 3F (6136.930000 sec): 3 clusters
  Score: Raw -1105798.432676 + Penalty 2968.409377 = -1102830.023299
  nChanged 480
		SP:Iteration 4F (6136.960000 sec): 3 clusters
  Score: Raw -1106039.343756 + Penalty 2968.409377 = -1103070.934379
  nChanged 447
		SP:Iteration 5Q (6136.980000 sec): 3 clusters
  Score: Raw -1106271.921606 + Penalty 2968.409377 = -1103303.512230
  nChanged 419
		SP:Iteration 6Q (6137.010000 sec): 3 clusters
  Score: Raw -1106480.751601 + Penalty 2968.409377 = -1103512.342225
  nChanged 403
		SP:Iteration 7Q (6137.030000 sec): 3 clusters
  Score: Raw -1106665.773764 + Penalty 2968.409377 = -1103697.364388
  nChanged 351
		SP:Iteration 8Q (6137.050000 sec): 3 clusters
  Score: Raw -1106818.667049 + Penalty 2968.409377 = -1103850.257672
  nChanged 330
		SP:Iteration 9Q (6137.070000 sec): 3 clusters
  Score: Raw -1106957.325909 + Penalty 2968.409377 = -1103988.916532
  nChanged 288
		SP:Iteration 10Q (6137.100000 sec): 3 clusters
  Score: Raw -1107078.731695 + Penalty 2968.409377 = -1104110.322318
  nChanged 266
		SP:Iteration 11Q (6137.120000 sec): 3 clusters
  Score: Raw -1107186.732541 + Penalty 2968.409377 = -1104218.323164
  nChanged 248
		SP:Iteration 12Q (6137.150000 sec): 3 clusters
  Score: Raw -1107296.398513 + Penalty 2968.409377 = -1104327.989136
  nChanged 232
		SP:Iteration 13Q (6137.170000 sec): 3 clusters
  Score: Raw -1107398.391920 + Penalty 2968.409377 = -1104429.982544
  nChanged 232
		SP:Iteration 14Q (6137.190000 sec): 3 clusters
  Score: Raw -1107501.164150 + Penalty 2968.409377 = -1104532.754774
  nChanged 198
		SP:Iteration 15Q (6137.210000 sec): 3 clusters
  Score: Raw -1107581.405945 + Penalty 2968.409377 = -1104612.996569
  nChanged 167
		SP:Iteration 16Q (6137.240000 sec): 3 clusters
  Score: Raw -1107657.031173 + Penalty 2968.409377 = -1104688.621796
  nChanged 165
		SP:Iteration 17Q (6137.260000 sec): 3 clusters
  Score: Raw -1107717.507279 + Penalty 2968.409377 = -1104749.097902
  nChanged 140
		SP:Iteration 18Q (6137.290000 sec): 3 clusters
  Score: Raw -1107768.930727 + Penalty 2968.409377 = -1104800.521350
  nChanged 122
		SP:Iteration 19Q (6137.310000 sec): 3 clusters
  Score: Raw -1107817.439125 + Penalty 2968.409377 = -1104849.029748
  nChanged 133
		SP:Iteration 20F (6137.330000 sec): 3 clusters
  Score: Raw -1107868.538972 + Penalty 2968.409377 = -1104900.129595
  nChanged 131
		SP:Iteration 21Q (6137.350000 sec): 3 clusters
  Score: Raw -1107918.991913 + Penalty 2968.409377 = -1104950.582536
  nChanged 144
		SP:Iteration 22Q (6137.370000 sec): 3 clusters
  Score: Raw -1107975.879921 + Penalty 2968.409377 = -1105007.470544
  nChanged 154
		SP:Iteration 23Q (6137.400000 sec): 3 clusters
  Score: Raw -1108038.863082 + Penalty 2968.409377 = -1105070.453706
  nChanged 139
		SP:Iteration 24Q (6137.420000 sec): 3 clusters
  Score: Raw -1108092.479838 + Penalty 2968.409377 = -1105124.070461
  nChanged 103
		SP:Iteration 25Q (6137.440000 sec): 3 clusters
  Score: Raw -1108132.409149 + Penalty 2968.409377 = -1105163.999773
  nChanged 89
		SP:Iteration 26Q (6137.470000 sec): 3 clusters
  Score: Raw -1108162.543265 + Penalty 2968.409377 = -1105194.133889
  nChanged 81
		SP:Iteration 27Q (6137.490000 sec): 3 clusters
  Score: Raw -1108183.866051 + Penalty 2968.409377 = -1105215.456675
  nChanged 71
		SP:Iteration 28Q (6137.510000 sec): 3 clusters
  Score: Raw -1108207.097275 + Penalty 2968.409377 = -1105238.687898
  nChanged 85
		SP:Iteration 29Q (6137.540000 sec): 3 clusters
  Score: Raw -1108238.198365 + Penalty 2968.409377 = -1105269.788988
  nChanged 78
		SP:Iteration 30Q (6137.560000 sec): 3 clusters
  Score: Raw -1108270.356741 + Penalty 2968.409377 = -1105301.947364
  nChanged 84
		SP:Iteration 31Q (6137.590000 sec): 3 clusters
  Score: Raw -1108300.192424 + Penalty 2968.409377 = -1105331.783047
  nChanged 76
		SP:Iteration 32Q (6137.610000 sec): 3 clusters
  Score: Raw -1108328.292295 + Penalty 2968.409377 = -1105359.882919
  nChanged 75
		SP:Iteration 33Q (6137.630000 sec): 3 clusters
  Score: Raw -1108352.186898 + Penalty 2968.409377 = -1105383.777521
  nChanged 77
		SP:Iteration 34Q (6137.650000 sec): 3 clusters
  Score: Raw -1108379.123164 + Penalty 2968.409377 = -1105410.713787
  nChanged 68
		SP:Iteration 35Q (6137.670000 sec): 3 clusters
  Score: Raw -1108402.424090 + Penalty 2968.409377 = -1105434.014714
  nChanged 51
		SP:Iteration 36Q (6137.690000 sec): 3 clusters
  Score: Raw -1108417.249678 + Penalty 2968.409377 = -1105448.840301
  nChanged 49
		SP:Iteration 37Q (6137.710000 sec): 3 clusters
  Score: Raw -1108430.823251 + Penalty 2968.409377 = -1105462.413874
  nChanged 53
		SP:Iteration 38Q (6137.730000 sec): 3 clusters
  Score: Raw -1108444.965516 + Penalty 2968.409377 = -1105476.556139
  nChanged 53
		SP:Iteration 39Q (6137.760000 sec): 3 clusters
  Score: Raw -1108460.637691 + Penalty 2968.409377 = -1105492.228314
  nChanged 52
		SP:Iteration 40F (6137.780000 sec): 3 clusters
  Score: Raw -1108478.145328 + Penalty 2968.409377 = -1105509.735951
  nChanged 54
		SP:Iteration 41Q (6137.800000 sec): 3 clusters
  Score: Raw -1108496.211705 + Penalty 2968.409377 = -1105527.802328
  nChanged 56
		SP:Iteration 42Q (6137.820000 sec): 3 clusters
  Score: Raw -1108513.210718 + Penalty 2968.409377 = -1105544.801342
  nChanged 43
		SP:Iteration 43Q (6137.840000 sec): 3 clusters
  Score: Raw -1108529.188437 + Penalty 2968.409377 = -1105560.779060
  nChanged 40
		SP:Iteration 44Q (6137.860000 sec): 3 clusters
  Score: Raw -1108540.232683 + Penalty 2968.409377 = -1105571.823307
  nChanged 35
		SP:Iteration 45Q (6137.890000 sec): 3 clusters
  Score: Raw -1108552.780838 + Penalty 2968.409377 = -1105584.371461
  nChanged 42
		SP:Iteration 46Q (6137.910000 sec): 3 clusters
  Score: Raw -1108566.382953 + Penalty 2968.409377 = -1105597.973576
  nChanged 40
		SP:Iteration 47Q (6137.930000 sec): 3 clusters
  Score: Raw -1108577.245234 + Penalty 2968.409377 = -1105608.835857
  nChanged 40
		SP:Iteration 48Q (6137.950000 sec): 3 clusters
  Score: Raw -1108589.248587 + Penalty 2968.409377 = -1105620.839210
  nChanged 30
		SP:Iteration 49Q (6137.970000 sec): 3 clusters
  Score: Raw -1108600.042670 + Penalty 2968.409377 = -1105631.633293
  nChanged 36
		SP:Iteration 50Q (6137.990000 sec): 3 clusters
  Score: Raw -1108614.874882 + Penalty 2968.409377 = -1105646.465505
  nChanged 38
		SP:Iteration 51Q (6138.010000 sec): 3 clusters
  Score: Raw -1108629.453944 + Penalty 2968.409377 = -1105661.044568
  nChanged 32
		SP:Iteration 52Q (6138.030000 sec): 3 clusters
  Score: Raw -1108636.795153 + Penalty 2968.409377 = -1105668.385776
  nChanged 27
		SP:Iteration 53Q (6138.050000 sec): 3 clusters
  Score: Raw -1108643.606351 + Penalty 2968.409377 = -1105675.196975
  nChanged 27
		SP:Iteration 54Q (6138.070000 sec): 3 clusters
  Score: Raw -1108649.783697 + Penalty 2968.409377 = -1105681.374320
  nChanged 18
		SP:Iteration 55Q (6138.090000 sec): 3 clusters
  Score: Raw -1108656.913727 + Penalty 2968.409377 = -1105688.504350
  nChanged 29
		SP:Iteration 56Q (6138.110000 sec): 3 clusters
  Score: Raw -1108670.145124 + Penalty 2968.409377 = -1105701.735748
  nChanged 35
		SP:Iteration 57Q (6138.130000 sec): 3 clusters
  Score: Raw -1108681.639083 + Penalty 2968.409377 = -1105713.229706
  nChanged 32
		SP:Iteration 58Q (6138.150000 sec): 3 clusters
  Score: Raw -1108691.906485 + Penalty 2968.409377 = -1105723.497109
  nChanged 31
		SP:Iteration 59Q (6138.170000 sec): 3 clusters
  Score: Raw -1108701.943816 + Penalty 2968.409377 = -1105733.534439
  nChanged 25
		SP:Iteration 60F (6138.200000 sec): 3 clusters
  Score: Raw -1108707.831398 + Penalty 2968.409377 = -1105739.422021
  nChanged 17
		SP:Iteration 61Q (6138.240000 sec): 3 clusters
  Score: Raw -1108710.927170 + Penalty 2968.409377 = -1105742.517794
  nChanged 11
		SP:Iteration 62Q (6138.270000 sec): 3 clusters
  Score: Raw -1108712.996762 + Penalty 2968.409377 = -1105744.587385
  nChanged 12
		SP:Iteration 63Q (6138.300000 sec): 3 clusters
  Score: Raw -1108716.023793 + Penalty 2968.409377 = -1105747.614416
  nChanged 12
		SP:Iteration 64Q (6138.320000 sec): 3 clusters
  Score: Raw -1108718.710133 + Penalty 2968.409377 = -1105750.300756
  nChanged 11
		SP:Iteration 65Q (6138.340000 sec): 3 clusters
  Score: Raw -1108721.317928 + Penalty 2968.409377 = -1105752.908551
  nChanged 8
		SP:Iteration 66Q (6138.360000 sec): 3 clusters
  Score: Raw -1108722.881729 + Penalty 2968.409377 = -1105754.472352
  nChanged 11
		SP:Iteration 67Q (6138.380000 sec): 3 clusters
  Score: Raw -1108725.568867 + Penalty 2968.409377 = -1105757.159490
  nChanged 7
		SP:Iteration 68Q (6138.400000 sec): 3 clusters
  Score: Raw -1108727.541180 + Penalty 2968.409377 = -1105759.131804
  nChanged 8
		SP:Iteration 69Q (6138.420000 sec): 3 clusters
  Score: Raw -1108730.089436 + Penalty 2968.409377 = -1105761.680059
  nChanged 15
		SP:Iteration 70Q (6138.440000 sec): 3 clusters
  Score: Raw -1108735.355920 + Penalty 2968.409377 = -1105766.946543
  nChanged 14
		SP:Iteration 71Q (6138.460000 sec): 3 clusters
  Score: Raw -1108740.121346 + Penalty 2968.409377 = -1105771.711969
  nChanged 13
		SP:Iteration 72Q (6138.480000 sec): 3 clusters
  Score: Raw -1108743.858294 + Penalty 2968.409377 = -1105775.448917
  nChanged 10
		SP:Iteration 73Q (6138.500000 sec): 3 clusters
  Score: Raw -1108747.694252 + Penalty 2968.409377 = -1105779.284875
  nChanged 12
		SP:Iteration 74Q (6138.520000 sec): 3 clusters
  Score: Raw -1108752.737807 + Penalty 2968.409377 = -1105784.328430
  nChanged 21
		SP:Iteration 75Q (6138.540000 sec): 3 clusters
  Score: Raw -1108760.695062 + Penalty 2968.409377 = -1105792.285685
  nChanged 20
		SP:Iteration 76Q (6138.560000 sec): 3 clusters
  Score: Raw -1108768.981747 + Penalty 2968.409377 = -1105800.572371
  nChanged 22
		SP:Iteration 77Q (6138.570000 sec): 3 clusters
  Score: Raw -1108780.530318 + Penalty 2968.409377 = -1105812.120941
  nChanged 30
		SP:Iteration 78Q (6138.590000 sec): 3 clusters
  Score: Raw -1108792.840711 + Penalty 2968.409377 = -1105824.431334
  nChanged 27
		SP:Iteration 79Q (6138.610000 sec): 3 clusters
  Score: Raw -1108802.605420 + Penalty 2968.409377 = -1105834.196043
  nChanged 21
		SP:Iteration 80F (6138.640000 sec): 3 clusters
  Score: Raw -1108810.595926 + Penalty 2968.409377 = -1105842.186549
  nChanged 21
		SP:Iteration 81Q (6138.660000 sec): 3 clusters
  Score: Raw -1108816.218726 + Penalty 2968.409377 = -1105847.809350
  nChanged 19
		SP:Iteration 82Q (6138.680000 sec): 3 clusters
  Score: Raw -1108821.529836 + Penalty 2968.409377 = -1105853.120459
  nChanged 17
		SP:Iteration 83Q (6138.690000 sec): 3 clusters
  Score: Raw -1108826.933044 + Penalty 2968.409377 = -1105858.523667
  nChanged 28
		SP:Iteration 84Q (6138.710000 sec): 3 clusters
  Score: Raw -1108834.987320 + Penalty 2968.409377 = -1105866.577943
  nChanged 12
		SP:Iteration 85Q (6138.730000 sec): 3 clusters
  Score: Raw -1108838.313571 + Penalty 2968.409377 = -1105869.904194
  nChanged 9
		SP:Iteration 86Q (6138.750000 sec): 3 clusters
  Score: Raw -1108841.868073 + Penalty 2968.409377 = -1105873.458696
  nChanged 11
		SP:Iteration 87Q (6138.770000 sec): 3 clusters
  Score: Raw -1108845.892331 + Penalty 2968.409377 = -1105877.482954
  nChanged 14
		SP:Iteration 88Q (6138.790000 sec): 3 clusters
  Score: Raw -1108850.800344 + Penalty 2968.409377 = -1105882.390968
  nChanged 11
		SP:Iteration 89Q (6138.810000 sec): 3 clusters
  Score: Raw -1108854.561364 + Penalty 2968.409377 = -1105886.151987
  nChanged 6
		SP:Iteration 90Q (6138.830000 sec): 3 clusters
  Score: Raw -1108855.497195 + Penalty 2968.409377 = -1105887.087819
  nChanged 2
		SP:Iteration 91Q (6138.850000 sec): 3 clusters
  Score: Raw -1108855.752109 + Penalty 2968.409377 = -1105887.342732
  nChanged 1
		SP:Iteration 92Q (6138.870000 sec): 3 clusters
  Score: Raw -1108855.855254 + Penalty 2968.409377 = -1105887.445877
  nChanged 0
		SP:Iteration 93F (6138.890000 sec): 3 clusters
  Score: Raw -1108855.855254 + Penalty 2968.409377 = -1105887.445877
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6138.920000 sec): 2 clusters
  Score: Raw -942304.536848 + Penalty 1462.958912 = -940841.577936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6138.940000 sec): 3 clusters
  Score: Raw -937810.949846 + Penalty 2925.917825 = -934885.032021
  nChanged 3399
		SP:Iteration 1F (6138.970000 sec): 3 clusters
  Score: Raw -939499.360514 + Penalty 2925.917825 = -936573.442689
  nChanged 488
		SP:Iteration 2F (6138.990000 sec): 3 clusters
  Score: Raw -939719.745450 + Penalty 2925.917825 = -936793.827625
  nChanged 380
		SP:Iteration 3Q (6139.010000 sec): 3 clusters
  Score: Raw -939881.463206 + Penalty 2925.917825 = -936955.545381
  nChanged 337
		SP:Iteration 4Q (6139.030000 sec): 3 clusters
  Score: Raw -940018.744825 + Penalty 2925.917825 = -937092.827000
  nChanged 313
		SP:Iteration 5Q (6139.050000 sec): 3 clusters
  Score: Raw -940160.577616 + Penalty 2925.917825 = -937234.659791
  nChanged 288
		SP:Iteration 6Q (6139.070000 sec): 3 clusters
  Score: Raw -940276.200993 + Penalty 2925.917825 = -937350.283168
  nChanged 263
		SP:Iteration 7Q (6139.090000 sec): 3 clusters
  Score: Raw -940384.207112 + Penalty 2925.917825 = -937458.289287
  nChanged 255
		SP:Iteration 8Q (6139.110000 sec): 3 clusters
  Score: Raw -940490.900894 + Penalty 2925.917825 = -937564.983070
  nChanged 233
		SP:Iteration 9Q (6139.130000 sec): 3 clusters
  Score: Raw -940596.178570 + Penalty 2925.917825 = -937670.260745
  nChanged 264
		SP:Iteration 10Q (6139.150000 sec): 3 clusters
  Score: Raw -940716.637111 + Penalty 2925.917825 = -937790.719286
  nChanged 286
		SP:Iteration 11Q (6139.170000 sec): 3 clusters
  Score: Raw -940844.357105 + Penalty 2925.917825 = -937918.439281
  nChanged 261
		SP:Iteration 12Q (6139.200000 sec): 3 clusters
  Score: Raw -940958.053995 + Penalty 2925.917825 = -938032.136170
  nChanged 275
		SP:Iteration 13Q (6139.220000 sec): 3 clusters
  Score: Raw -941071.532892 + Penalty 2925.917825 = -938145.615068
  nChanged 252
		SP:Iteration 14Q (6139.240000 sec): 3 clusters
  Score: Raw -941167.999984 + Penalty 2925.917825 = -938242.082159
  nChanged 213
		SP:Iteration 15Q (6139.260000 sec): 3 clusters
  Score: Raw -941242.238370 + Penalty 2925.917825 = -938316.320545
  nChanged 165
		SP:Iteration 16Q (6139.280000 sec): 3 clusters
  Score: Raw -941299.599695 + Penalty 2925.917825 = -938373.681870
  nChanged 142
		SP:Iteration 17Q (6139.300000 sec): 3 clusters
  Score: Raw -941343.081380 + Penalty 2925.917825 = -938417.163555
  nChanged 131
		SP:Iteration 18Q (6139.320000 sec): 3 clusters
  Score: Raw -941380.214402 + Penalty 2925.917825 = -938454.296577
  nChanged 116
		SP:Iteration 19Q (6139.340000 sec): 3 clusters
  Score: Raw -941413.967878 + Penalty 2925.917825 = -938488.050053
  nChanged 120
		SP:Iteration 20F (6139.360000 sec): 3 clusters
  Score: Raw -941449.579723 + Penalty 2925.917825 = -938523.661898
  nChanged 124
		SP:Iteration 21Q (6139.380000 sec): 3 clusters
  Score: Raw -941483.294367 + Penalty 2925.917825 = -938557.376543
  nChanged 93
		SP:Iteration 22Q (6139.400000 sec): 3 clusters
  Score: Raw -941504.025765 + Penalty 2925.917825 = -938578.107940
  nChanged 84
		SP:Iteration 23Q (6139.420000 sec): 3 clusters
  Score: Raw -941525.879717 + Penalty 2925.917825 = -938599.961893
  nChanged 91
		SP:Iteration 24Q (6139.440000 sec): 3 clusters
  Score: Raw -941554.903581 + Penalty 2925.917825 = -938628.985757
  nChanged 104
		SP:Iteration 25Q (6139.460000 sec): 3 clusters
  Score: Raw -941586.181369 + Penalty 2925.917825 = -938660.263544
  nChanged 87
		SP:Iteration 26Q (6139.480000 sec): 3 clusters
  Score: Raw -941609.926608 + Penalty 2925.917825 = -938684.008783
  nChanged 81
		SP:Iteration 27Q (6139.500000 sec): 3 clusters
  Score: Raw -941631.907836 + Penalty 2925.917825 = -938705.990011
  nChanged 93
		SP:Iteration 28Q (6139.520000 sec): 3 clusters
  Score: Raw -941657.184495 + Penalty 2925.917825 = -938731.266670
  nChanged 84
		SP:Iteration 29Q (6139.540000 sec): 3 clusters
  Score: Raw -941683.140945 + Penalty 2925.917825 = -938757.223121
  nChanged 92
		SP:Iteration 30Q (6139.570000 sec): 3 clusters
  Score: Raw -941710.350719 + Penalty 2925.917825 = -938784.432895
  nChanged 91
		SP:Iteration 31Q (6139.590000 sec): 3 clusters
  Score: Raw -941745.916552 + Penalty 2925.917825 = -938819.998728
  nChanged 112
		SP:Iteration 32Q (6139.610000 sec): 3 clusters
  Score: Raw -941788.273265 + Penalty 2925.917825 = -938862.355440
  nChanged 100
		SP:Iteration 33Q (6139.630000 sec): 3 clusters
  Score: Raw -941825.599683 + Penalty 2925.917825 = -938899.681859
  nChanged 112
		SP:Iteration 34Q (6139.650000 sec): 3 clusters
  Score: Raw -941870.667453 + Penalty 2925.917825 = -938944.749628
  nChanged 113
		SP:Iteration 35Q (6139.670000 sec): 3 clusters
  Score: Raw -941916.413121 + Penalty 2925.917825 = -938990.495296
  nChanged 111
		SP:Iteration 36Q (6139.690000 sec): 3 clusters
  Score: Raw -941964.798585 + Penalty 2925.917825 = -939038.880760
  nChanged 101
		SP:Iteration 37Q (6139.710000 sec): 3 clusters
  Score: Raw -942010.874591 + Penalty 2925.917825 = -939084.956766
  nChanged 102
		SP:Iteration 38Q (6139.730000 sec): 3 clusters
  Score: Raw -942064.956885 + Penalty 2925.917825 = -939139.039060
  nChanged 102
		SP:Iteration 39Q (6139.750000 sec): 3 clusters
  Score: Raw -942111.032974 + Penalty 2925.917825 = -939185.115149
  nChanged 99
		SP:Iteration 40F (6139.770000 sec): 3 clusters
  Score: Raw -942157.251333 + Penalty 2925.917825 = -939231.333508
  nChanged 84
		SP:Iteration 41Q (6139.790000 sec): 3 clusters
  Score: Raw -942196.818892 + Penalty 2925.917825 = -939270.901067
  nChanged 65
		SP:Iteration 42Q (6139.810000 sec): 3 clusters
  Score: Raw -942230.521100 + Penalty 2925.917825 = -939304.603275
  nChanged 70
		SP:Iteration 43Q (6139.830000 sec): 3 clusters
  Score: Raw -942268.153845 + Penalty 2925.917825 = -939342.236020
  nChanged 54
		SP:Iteration 44Q (6139.850000 sec): 3 clusters
  Score: Raw -942298.733511 + Penalty 2925.917825 = -939372.815686
  nChanged 56
		SP:Iteration 45Q (6139.870000 sec): 3 clusters
  Score: Raw -942335.138681 + Penalty 2925.917825 = -939409.220856
  nChanged 52
		SP:Iteration 46Q (6139.890000 sec): 3 clusters
  Score: Raw -942370.323111 + Penalty 2925.917825 = -939444.405286
  nChanged 46
		SP:Iteration 47Q (6139.910000 sec): 3 clusters
  Score: Raw -942399.759130 + Penalty 2925.917825 = -939473.841305
  nChanged 34
		SP:Iteration 48Q (6139.930000 sec): 3 clusters
  Score: Raw -942420.774147 + Penalty 2925.917825 = -939494.856322
  nChanged 24
		SP:Iteration 49Q (6139.950000 sec): 3 clusters
  Score: Raw -942436.370935 + Penalty 2925.917825 = -939510.453110
  nChanged 23
		SP:Iteration 50Q (6139.970000 sec): 3 clusters
  Score: Raw -942452.233336 + Penalty 2925.917825 = -939526.315511
  nChanged 18
		SP:Iteration 51Q (6139.990000 sec): 3 clusters
  Score: Raw -942463.289401 + Penalty 2925.917825 = -939537.371576
  nChanged 11
		SP:Iteration 52Q (6140.010000 sec): 3 clusters
  Score: Raw -942470.169812 + Penalty 2925.917825 = -939544.251987
  nChanged 9
		SP:Iteration 53Q (6140.020000 sec): 3 clusters
  Score: Raw -942476.550915 + Penalty 2925.917825 = -939550.633090
  nChanged 10
		SP:Iteration 54Q (6140.040000 sec): 3 clusters
  Score: Raw -942482.518557 + Penalty 2925.917825 = -939556.600732
  nChanged 14
		SP:Iteration 55Q (6140.060000 sec): 3 clusters
  Score: Raw -942491.846899 + Penalty 2925.917825 = -939565.929074
  nChanged 6
		SP:Iteration 56Q (6140.080000 sec): 3 clusters
  Score: Raw -942496.840865 + Penalty 2925.917825 = -939570.923040
  nChanged 7
		SP:Iteration 57Q (6140.100000 sec): 3 clusters
  Score: Raw -942502.033744 + Penalty 2925.917825 = -939576.115919
  nChanged 7
		SP:Iteration 58Q (6140.110000 sec): 3 clusters
  Score: Raw -942506.315756 + Penalty 2925.917825 = -939580.397931
  nChanged 3
		SP:Iteration 59Q (6140.130000 sec): 3 clusters
  Score: Raw -942508.276490 + Penalty 2925.917825 = -939582.358665
  nChanged 1
		SP:Iteration 60F (6140.150000 sec): 3 clusters
  Score: Raw -942508.635261 + Penalty 2925.917825 = -939582.717436
  nChanged 1
		SP:Iteration 61Q (6140.170000 sec): 3 clusters
  Score: Raw -942509.205540 + Penalty 2925.917825 = -939583.287715
  nChanged 1
		SP:Iteration 62Q (6140.190000 sec): 3 clusters
  Score: Raw -942510.077078 + Penalty 2925.917825 = -939584.159253
  nChanged 0
		SP:Iteration 63F (6140.210000 sec): 3 clusters
  Score: Raw -942510.077078 + Penalty 2925.917825 = -939584.159253
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (41996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6140.350000 sec): 2 clusters
  Score: Raw -4807442.688316 + Penalty 1729.866069 = -4805712.822247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.470000 sec): 3 clusters
  Score: Raw -4781280.321978 + Penalty 3459.732138 = -4777820.589840
  nChanged 19517
		SP:Iteration 1F (6140.590000 sec): 3 clusters
  Score: Raw -4792183.311085 + Penalty 3459.732138 = -4788723.578947
  nChanged 1760
		SP:Iteration 2Q (6140.720000 sec): 3 clusters
  Score: Raw -4792707.349520 + Penalty 3459.732138 = -4789247.617383
  nChanged 1854
		SP:Iteration 3Q (6140.840000 sec): 3 clusters
  Score: Raw -4793335.446235 + Penalty 3459.732138 = -4789875.714097
  nChanged 2013
		SP:Iteration 4Q (6140.960000 sec): 3 clusters
  Score: Raw -4794137.495944 + Penalty 3459.732138 = -4790677.763807
  nChanged 2261
		SP:Iteration 5F (6141.080000 sec): 3 clusters
  Score: Raw -4795223.953994 + Penalty 3459.732138 = -4791764.221856
  nChanged 2534
		SP:Iteration 6F (6141.210000 sec): 3 clusters
  Score: Raw -4796699.410236 + Penalty 3459.732138 = -4793239.678098
  nChanged 2837
		SP:Iteration 7F (6141.320000 sec): 3 clusters
  Score: Raw -4798689.115104 + Penalty 3459.732138 = -4795229.382966
  nChanged 2912
		SP:Iteration 8F (6141.430000 sec): 3 clusters
  Score: Raw -4801039.689754 + Penalty 3459.732138 = -4797579.957617
  nChanged 2690
		SP:Iteration 9F (6141.540000 sec): 3 clusters
  Score: Raw -4803386.844323 + Penalty 3459.732138 = -4799927.112185
  nChanged 2060
		SP:Iteration 10Q (6141.650000 sec): 3 clusters
  Score: Raw -4805201.950402 + Penalty 3459.732138 = -4801742.218264
  nChanged 1391
		SP:Iteration 11Q (6141.770000 sec): 3 clusters
  Score: Raw -4806435.972488 + Penalty 3459.732138 = -4802976.240350
  nChanged 757
		SP:Iteration 12Q (6141.870000 sec): 3 clusters
  Score: Raw -4807053.598465 + Penalty 3459.732138 = -4803593.866327
  nChanged 346
		SP:Iteration 13Q (6141.970000 sec): 3 clusters
  Score: Raw -4807332.399393 + Penalty 3459.732138 = -4803872.667256
  nChanged 185
		SP:Iteration 14Q (6142.060000 sec): 3 clusters
  Score: Raw -4807479.625100 + Penalty 3459.732138 = -4804019.892962
  nChanged 86
		SP:Iteration 15Q (6142.150000 sec): 3 clusters
  Score: Raw -4807553.782407 + Penalty 3459.732138 = -4804094.050269
  nChanged 60
		SP:Iteration 16Q (6142.240000 sec): 3 clusters
  Score: Raw -4807602.457238 + Penalty 3459.732138 = -4804142.725101
  nChanged 31
		SP:Iteration 17Q (6142.320000 sec): 3 clusters
  Score: Raw -4807627.036208 + Penalty 3459.732138 = -4804167.304070
  nChanged 18
		SP:Iteration 18Q (6142.410000 sec): 3 clusters
  Score: Raw -4807639.245291 + Penalty 3459.732138 = -4804179.513153
  nChanged 15
		SP:Iteration 19Q (6142.480000 sec): 3 clusters
  Score: Raw -4807651.171857 + Penalty 3459.732138 = -4804191.439720
  nChanged 9
		SP:Iteration 20F (6142.590000 sec): 3 clusters
  Score: Raw -4807659.058186 + Penalty 3459.732138 = -4804199.326048
  nChanged 7
		SP:Iteration 21Q (6142.670000 sec): 3 clusters
  Score: Raw -4807665.760280 + Penalty 3459.732138 = -4804206.028142
  nChanged 8
		SP:Iteration 22Q (6142.750000 sec): 3 clusters
  Score: Raw -4807674.701271 + Penalty 3459.732138 = -4804214.969133
  nChanged 8
		SP:Iteration 23Q (6142.820000 sec): 3 clusters
  Score: Raw -4807683.445091 + Penalty 3459.732138 = -4804223.712953
  nChanged 11
		SP:Iteration 24Q (6142.910000 sec): 3 clusters
  Score: Raw -4807695.231271 + Penalty 3459.732138 = -4804235.499134
  nChanged 6
		SP:Iteration 25Q (6142.990000 sec): 3 clusters
  Score: Raw -4807701.513907 + Penalty 3459.732138 = -4804241.781770
  nChanged 4
		SP:Iteration 26Q (6143.070000 sec): 3 clusters
  Score: Raw -4807705.553608 + Penalty 3459.732138 = -4804245.821470
  nChanged 4
		SP:Iteration 27Q (6143.150000 sec): 3 clusters
  Score: Raw -4807710.085445 + Penalty 3459.732138 = -4804250.353307
  nChanged 3
		SP:Iteration 28Q (6143.220000 sec): 3 clusters
  Score: Raw -4807716.459624 + Penalty 3459.732138 = -4804256.727487
  nChanged 5
		SP:Iteration 29Q (6143.300000 sec): 3 clusters
  Score: Raw -4807722.000428 + Penalty 3459.732138 = -4804262.268290
  nChanged 1
		SP:Iteration 30Q (6143.380000 sec): 3 clusters
  Score: Raw -4807723.251969 + Penalty 3459.732138 = -4804263.519831
  nChanged 0
		SP:Iteration 31F (6143.490000 sec): 3 clusters
  Score: Raw -4807723.251969 + Penalty 3459.732138 = -4804263.519831
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6143.850000 sec): 2 clusters
  Score: Raw -13059077.877624 + Penalty 1887.235470 = -13057190.642154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6144.150000 sec): 3 clusters
  Score: Raw -12986815.296784 + Penalty 3774.470940 = -12983040.825844
  nChanged 52993
		SP:Iteration 1F (6144.440000 sec): 3 clusters
  Score: Raw -13018009.226655 + Penalty 3774.470940 = -13014234.755715
  nChanged 4417
		SP:Iteration 2Q (6144.740000 sec): 3 clusters
  Score: Raw -13019599.072355 + Penalty 3774.470940 = -13015824.601415
  nChanged 5813
		SP:Iteration 3F (6145.040000 sec): 3 clusters
  Score: Raw -13022481.079549 + Penalty 3774.470940 = -13018706.608609
  nChanged 8053
		SP:Iteration 4F (6145.330000 sec): 3 clusters
  Score: Raw -13027925.733408 + Penalty 3774.470940 = -13024151.262468
  nChanged 10337
		SP:Iteration 5F (6145.630000 sec): 3 clusters
  Score: Raw -13037158.175366 + Penalty 3774.470940 = -13033383.704426
  nChanged 10548
		SP:Iteration 6F (6145.920000 sec): 3 clusters
  Score: Raw -13048184.872713 + Penalty 3774.470940 = -13044410.401773
  nChanged 7043
		SP:Iteration 7F (6146.210000 sec): 3 clusters
  Score: Raw -13055677.867369 + Penalty 3774.470940 = -13051903.396429
  nChanged 2712
		SP:Iteration 8Q (6146.490000 sec): 3 clusters
  Score: Raw -13058359.541444 + Penalty 3774.470940 = -13054585.070503
  nChanged 674
		SP:Iteration 9Q (6146.730000 sec): 3 clusters
  Score: Raw -13059023.128574 + Penalty 3774.470940 = -13055248.657634
  nChanged 138
		SP:Iteration 10Q (6146.940000 sec): 3 clusters
  Score: Raw -13059214.092342 + Penalty 3774.470940 = -13055439.621401
  nChanged 43
		SP:Iteration 11Q (6147.150000 sec): 3 clusters
  Score: Raw -13059297.253975 + Penalty 3774.470940 = -13055522.783035
  nChanged 16
		SP:Iteration 12Q (6147.350000 sec): 3 clusters
  Score: Raw -13059325.432315 + Penalty 3774.470940 = -13055550.961375
  nChanged 9
		SP:Iteration 13Q (6147.550000 sec): 3 clusters
  Score: Raw -13059338.482788 + Penalty 3774.470940 = -13055564.011848
  nChanged 8
		SP:Iteration 14Q (6147.760000 sec): 3 clusters
  Score: Raw -13059347.630603 + Penalty 3774.470940 = -13055573.159663
  nChanged 2
		SP:Iteration 15Q (6147.980000 sec): 3 clusters
  Score: Raw -13059349.454459 + Penalty 3774.470940 = -13055574.983518
  nChanged 0
		SP:Iteration 16F (6148.270000 sec): 3 clusters
  Score: Raw -13059349.454459 + Penalty 3774.470940 = -13055574.983518
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (106935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6148.540000 sec): 2 clusters
  Score: Raw -12250940.325601 + Penalty 1881.746173 = -12249058.579427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6148.830000 sec): 3 clusters
  Score: Raw -12181213.742874 + Penalty 3763.492347 = -12177450.250527
  nChanged 51175
		SP:Iteration 1F (6149.110000 sec): 3 clusters
  Score: Raw -12211225.042687 + Penalty 3763.492347 = -12207461.550340
  nChanged 4288
		SP:Iteration 2Q (6149.400000 sec): 3 clusters
  Score: Raw -12212658.701404 + Penalty 3763.492347 = -12208895.209057
  nChanged 5278
		SP:Iteration 3Q (6149.700000 sec): 3 clusters
  Score: Raw -12214990.657029 + Penalty 3763.492347 = -12211227.164682
  nChanged 6497
		SP:Iteration 4F (6149.990000 sec): 3 clusters
  Score: Raw -12218491.858030 + Penalty 3763.492347 = -12214728.365683
  nChanged 7463
		SP:Iteration 5F (6150.270000 sec): 3 clusters
  Score: Raw -12223110.294871 + Penalty 3763.492347 = -12219346.802524
  nChanged 7801
		SP:Iteration 6F (6150.550000 sec): 3 clusters
  Score: Raw -12228183.261496 + Penalty 3763.492347 = -12224419.769149
  nChanged 7240
		SP:Iteration 7F (6150.840000 sec): 3 clusters
  Score: Raw -12232959.170119 + Penalty 3763.492347 = -12229195.677772
  nChanged 6261
		SP:Iteration 8F (6151.120000 sec): 3 clusters
  Score: Raw -12237247.257000 + Penalty 3763.492347 = -12233483.764653
  nChanged 5344
		SP:Iteration 9Q (6151.410000 sec): 3 clusters
  Score: Raw -12241034.198847 + Penalty 3763.492347 = -12237270.706500
  nChanged 4499
		SP:Iteration 10Q (6151.700000 sec): 3 clusters
  Score: Raw -12244394.487603 + Penalty 3763.492347 = -12240630.995256
  nChanged 3553
		SP:Iteration 11Q (6151.990000 sec): 3 clusters
  Score: Raw -12247182.234540 + Penalty 3763.492347 = -12243418.742193
  nChanged 2498
		SP:Iteration 12Q (6152.260000 sec): 3 clusters
  Score: Raw -12249251.114665 + Penalty 3763.492347 = -12245487.622318
  nChanged 1584
		SP:Iteration 13Q (6152.530000 sec): 3 clusters
  Score: Raw -12250602.786668 + Penalty 3763.492347 = -12246839.294321
  nChanged 793
		SP:Iteration 14Q (6152.770000 sec): 3 clusters
  Score: Raw -12251302.361498 + Penalty 3763.492347 = -12247538.869151
  nChanged 385
		SP:Iteration 15Q (6153.010000 sec): 3 clusters
  Score: Raw -12251647.333894 + Penalty 3763.492347 = -12247883.841547
  nChanged 210
		SP:Iteration 16Q (6153.230000 sec): 3 clusters
  Score: Raw -12251817.516916 + Penalty 3763.492347 = -12248054.024569
  nChanged 112
		SP:Iteration 17Q (6153.460000 sec): 3 clusters
  Score: Raw -12251889.532529 + Penalty 3763.492347 = -12248126.040182
  nChanged 70
		SP:Iteration 18Q (6153.670000 sec): 3 clusters
  Score: Raw -12251927.017199 + Penalty 3763.492347 = -12248163.524852
  nChanged 47
		SP:Iteration 19Q (6153.880000 sec): 3 clusters
  Score: Raw -12251955.123798 + Penalty 3763.492347 = -12248191.631451
  nChanged 48
		SP:Iteration 20F (6154.160000 sec): 3 clusters
  Score: Raw -12251981.877194 + Penalty 3763.492347 = -12248218.384847
  nChanged 37
		SP:Iteration 21Q (6154.370000 sec): 3 clusters
  Score: Raw -12252006.711514 + Penalty 3763.492347 = -12248243.219167
  nChanged 34
		SP:Iteration 22Q (6154.580000 sec): 3 clusters
  Score: Raw -12252023.508568 + Penalty 3763.492347 = -12248260.016221
  nChanged 32
		SP:Iteration 23Q (6154.780000 sec): 3 clusters
  Score: Raw -12252039.971682 + Penalty 3763.492347 = -12248276.479335
  nChanged 23
		SP:Iteration 24Q (6154.990000 sec): 3 clusters
  Score: Raw -12252055.449454 + Penalty 3763.492347 = -12248291.957107
  nChanged 24
		SP:Iteration 25Q (6155.200000 sec): 3 clusters
  Score: Raw -12252069.298038 + Penalty 3763.492347 = -12248305.805691
  nChanged 28
		SP:Iteration 26Q (6155.400000 sec): 3 clusters
  Score: Raw -12252084.259915 + Penalty 3763.492347 = -12248320.767568
  nChanged 25
		SP:Iteration 27Q (6155.610000 sec): 3 clusters
  Score: Raw -12252100.946755 + Penalty 3763.492347 = -12248337.454408
  nChanged 30
		SP:Iteration 28Q (6155.810000 sec): 3 clusters
  Score: Raw -12252128.113824 + Penalty 3763.492347 = -12248364.621477
  nChanged 35
		SP:Iteration 29Q (6156.020000 sec): 3 clusters
  Score: Raw -12252161.699924 + Penalty 3763.492347 = -12248398.207577
  nChanged 37
		SP:Iteration 30Q (6156.220000 sec): 3 clusters
  Score: Raw -12252190.984797 + Penalty 3763.492347 = -12248427.492450
  nChanged 36
		SP:Iteration 31Q (6156.420000 sec): 3 clusters
  Score: Raw -12252214.239639 + Penalty 3763.492347 = -12248450.747292
  nChanged 29
		SP:Iteration 32Q (6156.620000 sec): 3 clusters
  Score: Raw -12252229.066160 + Penalty 3763.492347 = -12248465.573813
  nChanged 18
		SP:Iteration 33Q (6156.810000 sec): 3 clusters
  Score: Raw -12252236.659410 + Penalty 3763.492347 = -12248473.167063
  nChanged 16
		SP:Iteration 34Q (6157.010000 sec): 3 clusters
  Score: Raw -12252243.170381 + Penalty 3763.492347 = -12248479.678034
  nChanged 11
		SP:Iteration 35Q (6157.220000 sec): 3 clusters
  Score: Raw -12252246.923937 + Penalty 3763.492347 = -12248483.431590
  nChanged 7
		SP:Iteration 36Q (6157.420000 sec): 3 clusters
  Score: Raw -12252249.088649 + Penalty 3763.492347 = -12248485.596302
  nChanged 6
		SP:Iteration 37Q (6157.610000 sec): 3 clusters
  Score: Raw -12252251.358334 + Penalty 3763.492347 = -12248487.865987
  nChanged 7
		SP:Iteration 38Q (6157.820000 sec): 3 clusters
  Score: Raw -12252255.116064 + Penalty 3763.492347 = -12248491.623717
  nChanged 9
		SP:Iteration 39Q (6158.020000 sec): 3 clusters
  Score: Raw -12252259.532415 + Penalty 3763.492347 = -12248496.040068
  nChanged 8
		SP:Iteration 40F (6158.300000 sec): 3 clusters
  Score: Raw -12252261.786520 + Penalty 3763.492347 = -12248498.294173
  nChanged 3
		SP:Iteration 41Q (6158.500000 sec): 3 clusters
  Score: Raw -12252262.662153 + Penalty 3763.492347 = -12248499.169806
  nChanged 3
		SP:Iteration 42Q (6158.700000 sec): 3 clusters
  Score: Raw -12252263.634051 + Penalty 3763.492347 = -12248500.141704
  nChanged 1
		SP:Iteration 43Q (6158.900000 sec): 3 clusters
  Score: Raw -12252264.012016 + Penalty 3763.492347 = -12248500.519669
  nChanged 1
		SP:Iteration 44Q (6159.100000 sec): 3 clusters
  Score: Raw -12252264.210936 + Penalty 3763.492347 = -12248500.718589
  nChanged 3
		SP:Iteration 45Q (6159.300000 sec): 3 clusters
  Score: Raw -12252264.639695 + Penalty 3763.492347 = -12248501.147348
  nChanged 0
		SP:Iteration 46F (6159.590000 sec): 3 clusters
  Score: Raw -12252264.639695 + Penalty 3763.492347 = -12248501.147348
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6159.680000 sec): 2 clusters
  Score: Raw -1142159.157854 + Penalty 1491.059201 = -1140668.098653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6159.700000 sec): 3 clusters
  Score: Raw -1136729.167826 + Penalty 2982.118401 = -1133747.049425
  nChanged 4134
		SP:Iteration 1F (6159.740000 sec): 3 clusters
  Score: Raw -1139141.082303 + Penalty 2982.118401 = -1136158.963901
  nChanged 662
		SP:Iteration 2F (6159.770000 sec): 3 clusters
  Score: Raw -1139552.819616 + Penalty 2982.118401 = -1136570.701215
  nChanged 607
		SP:Iteration 3F (6159.800000 sec): 3 clusters
  Score: Raw -1139935.768101 + Penalty 2982.118401 = -1136953.649700
  nChanged 572
		SP:Iteration 4F (6159.820000 sec): 3 clusters
  Score: Raw -1140259.783085 + Penalty 2982.118401 = -1137277.664683
  nChanged 550
		SP:Iteration 5F (6159.850000 sec): 3 clusters
  Score: Raw -1140573.036086 + Penalty 2982.118401 = -1137590.917684
  nChanged 494
		SP:Iteration 6F (6159.880000 sec): 3 clusters
  Score: Raw -1140869.983882 + Penalty 2982.118401 = -1137887.865481
  nChanged 440
		SP:Iteration 7Q (6159.900000 sec): 3 clusters
  Score: Raw -1141170.258249 + Penalty 2982.118401 = -1138188.139847
  nChanged 376
		SP:Iteration 8Q (6159.930000 sec): 3 clusters
  Score: Raw -1141434.647803 + Penalty 2982.118401 = -1138452.529402
  nChanged 327
		SP:Iteration 9Q (6159.960000 sec): 3 clusters
  Score: Raw -1141665.716673 + Penalty 2982.118401 = -1138683.598272
  nChanged 274
		SP:Iteration 10Q (6159.990000 sec): 3 clusters
  Score: Raw -1141849.141544 + Penalty 2982.118401 = -1138867.023142
  nChanged 226
		SP:Iteration 11Q (6160.020000 sec): 3 clusters
  Score: Raw -1142006.664587 + Penalty 2982.118401 = -1139024.546186
  nChanged 185
		SP:Iteration 12Q (6160.040000 sec): 3 clusters
  Score: Raw -1142137.006148 + Penalty 2982.118401 = -1139154.887747
  nChanged 166
		SP:Iteration 13Q (6160.070000 sec): 3 clusters
  Score: Raw -1142228.069905 + Penalty 2982.118401 = -1139245.951504
  nChanged 123
		SP:Iteration 14Q (6160.100000 sec): 3 clusters
  Score: Raw -1142293.803983 + Penalty 2982.118401 = -1139311.685582
  nChanged 98
		SP:Iteration 15Q (6160.130000 sec): 3 clusters
  Score: Raw -1142335.904113 + Penalty 2982.118401 = -1139353.785712
  nChanged 70
		SP:Iteration 16Q (6160.150000 sec): 3 clusters
  Score: Raw -1142373.079019 + Penalty 2982.118401 = -1139390.960618
  nChanged 72
		SP:Iteration 17Q (6160.180000 sec): 3 clusters
  Score: Raw -1142408.135440 + Penalty 2982.118401 = -1139426.017038
  nChanged 63
		SP:Iteration 18Q (6160.200000 sec): 3 clusters
  Score: Raw -1142442.567310 + Penalty 2982.118401 = -1139460.448908
  nChanged 66
		SP:Iteration 19Q (6160.220000 sec): 3 clusters
  Score: Raw -1142483.846994 + Penalty 2982.118401 = -1139501.728592
  nChanged 66
		SP:Iteration 20F (6160.250000 sec): 3 clusters
  Score: Raw -1142528.397076 + Penalty 2982.118401 = -1139546.278675
  nChanged 64
		SP:Iteration 21Q (6160.270000 sec): 3 clusters
  Score: Raw -1142566.317431 + Penalty 2982.118401 = -1139584.199029
  nChanged 53
		SP:Iteration 22Q (6160.290000 sec): 3 clusters
  Score: Raw -1142609.049305 + Penalty 2982.118401 = -1139626.930904
  nChanged 63
		SP:Iteration 23Q (6160.310000 sec): 3 clusters
  Score: Raw -1142659.368932 + Penalty 2982.118401 = -1139677.250530
  nChanged 49
		SP:Iteration 24Q (6160.330000 sec): 3 clusters
  Score: Raw -1142691.706172 + Penalty 2982.118401 = -1139709.587770
  nChanged 42
		SP:Iteration 25Q (6160.350000 sec): 3 clusters
  Score: Raw -1142712.916910 + Penalty 2982.118401 = -1139730.798508
  nChanged 30
		SP:Iteration 26Q (6160.370000 sec): 3 clusters
  Score: Raw -1142728.530590 + Penalty 2982.118401 = -1139746.412188
  nChanged 24
		SP:Iteration 27Q (6160.390000 sec): 3 clusters
  Score: Raw -1142740.186417 + Penalty 2982.118401 = -1139758.068015
  nChanged 20
		SP:Iteration 28Q (6160.410000 sec): 3 clusters
  Score: Raw -1142749.640332 + Penalty 2982.118401 = -1139767.521931
  nChanged 19
		SP:Iteration 29Q (6160.430000 sec): 3 clusters
  Score: Raw -1142756.087493 + Penalty 2982.118401 = -1139773.969091
  nChanged 10
		SP:Iteration 30Q (6160.450000 sec): 3 clusters
  Score: Raw -1142759.930126 + Penalty 2982.118401 = -1139777.811725
  nChanged 13
		SP:Iteration 31Q (6160.470000 sec): 3 clusters
  Score: Raw -1142766.116914 + Penalty 2982.118401 = -1139783.998513
  nChanged 12
		SP:Iteration 32Q (6160.490000 sec): 3 clusters
  Score: Raw -1142770.392425 + Penalty 2982.118401 = -1139788.274024
  nChanged 10
		SP:Iteration 33Q (6160.510000 sec): 3 clusters
  Score: Raw -1142773.965091 + Penalty 2982.118401 = -1139791.846690
  nChanged 5
		SP:Iteration 34Q (6160.530000 sec): 3 clusters
  Score: Raw -1142775.480971 + Penalty 2982.118401 = -1139793.362570
  nChanged 2
		SP:Iteration 35Q (6160.550000 sec): 3 clusters
  Score: Raw -1142776.861745 + Penalty 2982.118401 = -1139794.743343
  nChanged 3
		SP:Iteration 36Q (6160.560000 sec): 3 clusters
  Score: Raw -1142777.929575 + Penalty 2982.118401 = -1139795.811173
  nChanged 0
		SP:Iteration 37F (6160.590000 sec): 3 clusters
  Score: Raw -1142777.929575 + Penalty 2982.118401 = -1139795.811173
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6160.610000 sec): 2 clusters
  Score: Raw -554350.402722 + Penalty 1386.655298 = -552963.747424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6160.630000 sec): 3 clusters
  Score: Raw -551808.502956 + Penalty 2773.310596 = -549035.192360
  nChanged 2026
		SP:Iteration 1F (6160.650000 sec): 3 clusters
  Score: Raw -553165.777522 + Penalty 2773.310596 = -550392.466926
  nChanged 440
		SP:Iteration 2F (6160.660000 sec): 3 clusters
  Score: Raw -553496.453539 + Penalty 2773.310596 = -550723.142943
  nChanged 314
		SP:Iteration 3F (6160.670000 sec): 3 clusters
  Score: Raw -553687.395527 + Penalty 2773.310596 = -550914.084932
  nChanged 235
		SP:Iteration 4Q (6160.690000 sec): 3 clusters
  Score: Raw -553812.672120 + Penalty 2773.310596 = -551039.361525
  nChanged 179
		SP:Iteration 5Q (6160.700000 sec): 3 clusters
  Score: Raw -553896.971421 + Penalty 2773.310596 = -551123.660826
  nChanged 149
		SP:Iteration 6Q (6160.720000 sec): 3 clusters
  Score: Raw -553972.641790 + Penalty 2773.310596 = -551199.331195
  nChanged 129
		SP:Iteration 7Q (6160.730000 sec): 3 clusters
  Score: Raw -554032.004893 + Penalty 2773.310596 = -551258.694297
  nChanged 121
		SP:Iteration 8Q (6160.750000 sec): 3 clusters
  Score: Raw -554096.830758 + Penalty 2773.310596 = -551323.520162
  nChanged 118
		SP:Iteration 9Q (6160.760000 sec): 3 clusters
  Score: Raw -554155.575647 + Penalty 2773.310596 = -551382.265051
  nChanged 93
		SP:Iteration 10Q (6160.770000 sec): 3 clusters
  Score: Raw -554201.883574 + Penalty 2773.310596 = -551428.572978
  nChanged 101
		SP:Iteration 11Q (6160.790000 sec): 3 clusters
  Score: Raw -554248.209635 + Penalty 2773.310596 = -551474.899039
  nChanged 99
		SP:Iteration 12Q (6160.800000 sec): 3 clusters
  Score: Raw -554290.877439 + Penalty 2773.310596 = -551517.566844
  nChanged 73
		SP:Iteration 13Q (6160.820000 sec): 3 clusters
  Score: Raw -554318.882071 + Penalty 2773.310596 = -551545.571475
  nChanged 52
		SP:Iteration 14Q (6160.830000 sec): 3 clusters
  Score: Raw -554340.082234 + Penalty 2773.310596 = -551566.771638
  nChanged 49
		SP:Iteration 15Q (6160.840000 sec): 3 clusters
  Score: Raw -554357.727135 + Penalty 2773.310596 = -551584.416539
  nChanged 37
		SP:Iteration 16Q (6160.850000 sec): 3 clusters
  Score: Raw -554369.710692 + Penalty 2773.310596 = -551596.400096
  nChanged 41
		SP:Iteration 17Q (6160.870000 sec): 3 clusters
  Score: Raw -554380.223649 + Penalty 2773.310596 = -551606.913053
  nChanged 29
		SP:Iteration 18Q (6160.880000 sec): 3 clusters
  Score: Raw -554386.907557 + Penalty 2773.310596 = -551613.596961
  nChanged 26
		SP:Iteration 19Q (6160.890000 sec): 3 clusters
  Score: Raw -554392.634076 + Penalty 2773.310596 = -551619.323481
  nChanged 14
		SP:Iteration 20F (6160.910000 sec): 3 clusters
  Score: Raw -554396.716317 + Penalty 2773.310596 = -551623.405721
  nChanged 16
		SP:Iteration 21Q (6160.920000 sec): 3 clusters
  Score: Raw -554400.617019 + Penalty 2773.310596 = -551627.306423
  nChanged 16
		SP:Iteration 22Q (6160.930000 sec): 3 clusters
  Score: Raw -554404.328554 + Penalty 2773.310596 = -551631.017958
  nChanged 17
		SP:Iteration 23Q (6160.950000 sec): 3 clusters
  Score: Raw -554410.174660 + Penalty 2773.310596 = -551636.864064
  nChanged 14
		SP:Iteration 24Q (6160.960000 sec): 3 clusters
  Score: Raw -554414.645437 + Penalty 2773.310596 = -551641.334841
  nChanged 18
		SP:Iteration 25Q (6160.970000 sec): 3 clusters
  Score: Raw -554421.200270 + Penalty 2773.310596 = -551647.889674
  nChanged 21
		SP:Iteration 26Q (6160.980000 sec): 3 clusters
  Score: Raw -554426.945681 + Penalty 2773.310596 = -551653.635085
  nChanged 18
		SP:Iteration 27Q (6161.000000 sec): 3 clusters
  Score: Raw -554430.533294 + Penalty 2773.310596 = -551657.222698
  nChanged 10
		SP:Iteration 28Q (6161.010000 sec): 3 clusters
  Score: Raw -554433.274348 + Penalty 2773.310596 = -551659.963753
  nChanged 12
		SP:Iteration 29Q (6161.020000 sec): 3 clusters
  Score: Raw -554436.104892 + Penalty 2773.310596 = -551662.794296
  nChanged 9
		SP:Iteration 30Q (6161.030000 sec): 3 clusters
  Score: Raw -554438.577571 + Penalty 2773.310596 = -551665.266975
  nChanged 10
		SP:Iteration 31Q (6161.050000 sec): 3 clusters
  Score: Raw -554440.323120 + Penalty 2773.310596 = -551667.012524
  nChanged 12
		SP:Iteration 32Q (6161.060000 sec): 3 clusters
  Score: Raw -554444.334645 + Penalty 2773.310596 = -551671.024049
  nChanged 15
		SP:Iteration 33Q (6161.070000 sec): 3 clusters
  Score: Raw -554448.162020 + Penalty 2773.310596 = -551674.851424
  nChanged 17
		SP:Iteration 34Q (6161.090000 sec): 3 clusters
  Score: Raw -554453.229120 + Penalty 2773.310596 = -551679.918524
  nChanged 13
		SP:Iteration 35Q (6161.100000 sec): 3 clusters
  Score: Raw -554455.676087 + Penalty 2773.310596 = -551682.365492
  nChanged 8
		SP:Iteration 36Q (6161.120000 sec): 3 clusters
  Score: Raw -554457.061699 + Penalty 2773.310596 = -551683.751103
  nChanged 7
		SP:Iteration 37Q (6161.130000 sec): 3 clusters
  Score: Raw -554458.440704 + Penalty 2773.310596 = -551685.130108
  nChanged 8
		SP:Iteration 38Q (6161.150000 sec): 3 clusters
  Score: Raw -554460.344702 + Penalty 2773.310596 = -551687.034106
  nChanged 6
		SP:Iteration 39Q (6161.160000 sec): 3 clusters
  Score: Raw -554461.622612 + Penalty 2773.310596 = -551688.312016
  nChanged 4
		SP:Iteration 40F (6161.170000 sec): 3 clusters
  Score: Raw -554462.214053 + Penalty 2773.310596 = -551688.903458
  nChanged 3
		SP:Iteration 41Q (6161.190000 sec): 3 clusters
  Score: Raw -554462.580027 + Penalty 2773.310596 = -551689.269431
  nChanged 2
		SP:Iteration 42Q (6161.200000 sec): 3 clusters
  Score: Raw -554462.936008 + Penalty 2773.310596 = -551689.625412
  nChanged 3
		SP:Iteration 43Q (6161.210000 sec): 3 clusters
  Score: Raw -554463.846773 + Penalty 2773.310596 = -551690.536178
  nChanged 5
		SP:Iteration 44Q (6161.230000 sec): 3 clusters
  Score: Raw -554464.696169 + Penalty 2773.310596 = -551691.385573
  nChanged 1
		SP:Iteration 45Q (6161.240000 sec): 3 clusters
  Score: Raw -554464.788383 + Penalty 2773.310596 = -551691.477787
  nChanged 0
		SP:Iteration 46F (6161.250000 sec): 3 clusters
  Score: Raw -554464.788383 + Penalty 2773.310596 = -551691.477787
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6161.260000 sec): 2 clusters
  Score: Raw -22179.991576 + Penalty 884.392878 = -21295.598698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6161.260000 sec): 3 clusters
  Score: Raw -22350.858387 + Penalty 1768.785756 = -20582.072632
  nChanged 42
		SP:Iteration 1F (6161.260000 sec): 3 clusters
  Score: Raw -22489.941925 + Penalty 1768.785756 = -20721.156169
  nChanged 12
		SP:Iteration 2F (6161.260000 sec): 3 clusters
  Score: Raw -22553.960611 + Penalty 1768.785756 = -20785.174855
  nChanged 8
		SP:Iteration 3Q (6161.270000 sec): 3 clusters
  Score: Raw -22578.558877 + Penalty 1768.785756 = -20809.773121
  nChanged 3
		SP:Iteration 4Q (6161.270000 sec): 3 clusters
  Score: Raw -22594.675637 + Penalty 1768.785756 = -20825.889881
  nChanged 3
		SP:Iteration 5Q (6161.270000 sec): 3 clusters
  Score: Raw -22638.207543 + Penalty 1768.785756 = -20869.421787
  nChanged 7
		SP:Iteration 6Q (6161.270000 sec): 3 clusters
  Score: Raw -22674.523574 + Penalty 1768.785756 = -20905.737818
  nChanged 4
		SP:Iteration 7Q (6161.270000 sec): 3 clusters
  Score: Raw -22698.863885 + Penalty 1768.785756 = -20930.078129
  nChanged 0
		SP:Iteration 8F (6161.270000 sec): 3 clusters
  Score: Raw -22698.863885 + Penalty 1768.785756 = -20930.078129
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (91021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6161.600000 sec): 2 clusters
  Score: Raw -10629158.401271 + Penalty 1855.562398 = -10627302.838872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6161.850000 sec): 3 clusters
  Score: Raw -10569873.115131 + Penalty 3711.124797 = -10566161.990334
  nChanged 43696
		SP:Iteration 1F (6162.120000 sec): 3 clusters
  Score: Raw -10595568.958494 + Penalty 3711.124797 = -10591857.833698
  nChanged 3498
		SP:Iteration 2Q (6162.370000 sec): 3 clusters
  Score: Raw -10596679.077268 + Penalty 3711.124797 = -10592967.952472
  nChanged 4098
		SP:Iteration 3Q (6162.630000 sec): 3 clusters
  Score: Raw -10598309.710864 + Penalty 3711.124797 = -10594598.586067
  nChanged 5025
		SP:Iteration 4F (6162.870000 sec): 3 clusters
  Score: Raw -10600928.481316 + Penalty 3711.124797 = -10597217.356519
  nChanged 6246
		SP:Iteration 5F (6163.130000 sec): 3 clusters
  Score: Raw -10604907.129864 + Penalty 3711.124797 = -10601196.005068
  nChanged 6930
		SP:Iteration 6F (6163.370000 sec): 3 clusters
  Score: Raw -10610080.187284 + Penalty 3711.124797 = -10606369.062488
  nChanged 6686
		SP:Iteration 7F (6163.610000 sec): 3 clusters
  Score: Raw -10615777.516484 + Penalty 3711.124797 = -10612066.391687
  nChanged 5497
		SP:Iteration 8F (6163.850000 sec): 3 clusters
  Score: Raw -10620894.054859 + Penalty 3711.124797 = -10617182.930063
  nChanged 3799
		SP:Iteration 9Q (6164.090000 sec): 3 clusters
  Score: Raw -10624803.104117 + Penalty 3711.124797 = -10621091.979320
  nChanged 2358
		SP:Iteration 10Q (6164.310000 sec): 3 clusters
  Score: Raw -10627137.670914 + Penalty 3711.124797 = -10623426.546117
  nChanged 1484
		SP:Iteration 11Q (6164.510000 sec): 3 clusters
  Score: Raw -10628306.940880 + Penalty 3711.124797 = -10624595.816084
  nChanged 1016
		SP:Iteration 12Q (6164.710000 sec): 3 clusters
  Score: Raw -10628948.535792 + Penalty 3711.124797 = -10625237.410996
  nChanged 734
		SP:Iteration 13Q (6164.900000 sec): 3 clusters
  Score: Raw -10629359.480611 + Penalty 3711.124797 = -10625648.355815
  nChanged 571
		SP:Iteration 14Q (6165.090000 sec): 3 clusters
  Score: Raw -10629697.731023 + Penalty 3711.124797 = -10625986.606227
  nChanged 473
		SP:Iteration 15Q (6165.270000 sec): 3 clusters
  Score: Raw -10630056.393520 + Penalty 3711.124797 = -10626345.268723
  nChanged 404
		SP:Iteration 16Q (6165.460000 sec): 3 clusters
  Score: Raw -10630410.949545 + Penalty 3711.124797 = -10626699.824749
  nChanged 330
		SP:Iteration 17Q (6165.640000 sec): 3 clusters
  Score: Raw -10630604.777846 + Penalty 3711.124797 = -10626893.653050
  nChanged 240
		SP:Iteration 18Q (6165.820000 sec): 3 clusters
  Score: Raw -10630677.435659 + Penalty 3711.124797 = -10626966.310863
  nChanged 184
		SP:Iteration 19Q (6166.000000 sec): 3 clusters
  Score: Raw -10630716.450777 + Penalty 3711.124797 = -10627005.325980
  nChanged 124
		SP:Iteration 20F (6166.240000 sec): 3 clusters
  Score: Raw -10630736.814526 + Penalty 3711.124797 = -10627025.689729
  nChanged 87
		SP:Iteration 21Q (6166.420000 sec): 3 clusters
  Score: Raw -10630745.385865 + Penalty 3711.124797 = -10627034.261068
  nChanged 55
		SP:Iteration 22Q (6166.600000 sec): 3 clusters
  Score: Raw -10630749.495382 + Penalty 3711.124797 = -10627038.370585
  nChanged 34
		SP:Iteration 23Q (6166.780000 sec): 3 clusters
  Score: Raw -10630751.950559 + Penalty 3711.124797 = -10627040.825762
  nChanged 18
		SP:Iteration 24Q (6166.960000 sec): 3 clusters
  Score: Raw -10630752.900137 + Penalty 3711.124797 = -10627041.775340
  nChanged 15
		SP:Iteration 25Q (6167.140000 sec): 3 clusters
  Score: Raw -10630753.769512 + Penalty 3711.124797 = -10627042.644715
  nChanged 15
		SP:Iteration 26Q (6167.320000 sec): 3 clusters
  Score: Raw -10630754.755083 + Penalty 3711.124797 = -10627043.630286
  nChanged 11
		SP:Iteration 27Q (6167.500000 sec): 3 clusters
  Score: Raw -10630755.234920 + Penalty 3711.124797 = -10627044.110123
  nChanged 5
		SP:Iteration 28Q (6167.680000 sec): 3 clusters
  Score: Raw -10630755.535509 + Penalty 3711.124797 = -10627044.410713
  nChanged 5
		SP:Iteration 29Q (6167.860000 sec): 3 clusters
  Score: Raw -10630755.773258 + Penalty 3711.124797 = -10627044.648461
  nChanged 2
		SP:Iteration 30Q (6168.040000 sec): 3 clusters
  Score: Raw -10630755.848407 + Penalty 3711.124797 = -10627044.723610
  nChanged 4
		SP:Iteration 31Q (6168.220000 sec): 3 clusters
  Score: Raw -10630756.102583 + Penalty 3711.124797 = -10627044.977786
  nChanged 5
		SP:Iteration 32Q (6168.400000 sec): 3 clusters
  Score: Raw -10630756.442887 + Penalty 3711.124797 = -10627045.318091
  nChanged 6
		SP:Iteration 33Q (6168.580000 sec): 3 clusters
  Score: Raw -10630756.921581 + Penalty 3711.124797 = -10627045.796784
  nChanged 8
		SP:Iteration 34Q (6168.760000 sec): 3 clusters
  Score: Raw -10630757.341717 + Penalty 3711.124797 = -10627046.216921
  nChanged 9
		SP:Iteration 35Q (6168.940000 sec): 3 clusters
  Score: Raw -10630757.728428 + Penalty 3711.124797 = -10627046.603631
  nChanged 5
		SP:Iteration 36Q (6169.120000 sec): 3 clusters
  Score: Raw -10630757.967548 + Penalty 3711.124797 = -10627046.842751
  nChanged 3
		SP:Iteration 37Q (6169.300000 sec): 3 clusters
  Score: Raw -10630758.119323 + Penalty 3711.124797 = -10627046.994526
  nChanged 3
		SP:Iteration 38Q (6169.480000 sec): 3 clusters
  Score: Raw -10630758.291457 + Penalty 3711.124797 = -10627047.166660
  nChanged 1
		SP:Iteration 39Q (6169.660000 sec): 3 clusters
  Score: Raw -10630758.348928 + Penalty 3711.124797 = -10627047.224131
  nChanged 1
		SP:Iteration 40F (6169.900000 sec): 3 clusters
  Score: Raw -10630758.404344 + Penalty 3711.124797 = -10627047.279547
  nChanged 1
		SP:Iteration 41Q (6170.080000 sec): 3 clusters
  Score: Raw -10630758.449787 + Penalty 3711.124797 = -10627047.324990
  nChanged 0
		SP:Iteration 42F (6170.320000 sec): 3 clusters
  Score: Raw -10630758.449787 + Penalty 3711.124797 = -10627047.324990
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6170.380000 sec): 2 clusters
  Score: Raw -301094.355881 + Penalty 1289.008850 = -299805.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6170.380000 sec): 3 clusters
  Score: Raw -299798.698619 + Penalty 2578.017700 = -297220.680919
  nChanged 1048
		SP:Iteration 1F (6170.390000 sec): 3 clusters
  Score: Raw -300468.239373 + Penalty 2578.017700 = -297890.221673
  nChanged 254
		SP:Iteration 2F (6170.400000 sec): 3 clusters
  Score: Raw -300677.947289 + Penalty 2578.017700 = -298099.929589
  nChanged 185
		SP:Iteration 3F (6170.400000 sec): 3 clusters
  Score: Raw -300856.438272 + Penalty 2578.017700 = -298278.420572
  nChanged 161
		SP:Iteration 4F (6170.410000 sec): 3 clusters
  Score: Raw -300999.720788 + Penalty 2578.017700 = -298421.703088
  nChanged 143
		SP:Iteration 5F (6170.420000 sec): 3 clusters
  Score: Raw -301111.197266 + Penalty 2578.017700 = -298533.179566
  nChanged 120
		SP:Iteration 6Q (6170.420000 sec): 3 clusters
  Score: Raw -301227.716558 + Penalty 2578.017700 = -298649.698858
  nChanged 113
		SP:Iteration 7Q (6170.430000 sec): 3 clusters
  Score: Raw -301330.851945 + Penalty 2578.017700 = -298752.834245
  nChanged 89
		SP:Iteration 8Q (6170.440000 sec): 3 clusters
  Score: Raw -301399.633406 + Penalty 2578.017700 = -298821.615706
  nChanged 62
		SP:Iteration 9Q (6170.440000 sec): 3 clusters
  Score: Raw -301447.886136 + Penalty 2578.017700 = -298869.868436
  nChanged 50
		SP:Iteration 10Q (6170.450000 sec): 3 clusters
  Score: Raw -301477.505070 + Penalty 2578.017700 = -298899.487369
  nChanged 43
		SP:Iteration 11Q (6170.460000 sec): 3 clusters
  Score: Raw -301503.471914 + Penalty 2578.017700 = -298925.454214
  nChanged 34
		SP:Iteration 12Q (6170.460000 sec): 3 clusters
  Score: Raw -301518.942413 + Penalty 2578.017700 = -298940.924713
  nChanged 22
		SP:Iteration 13Q (6170.470000 sec): 3 clusters
  Score: Raw -301529.353970 + Penalty 2578.017700 = -298951.336270
  nChanged 19
		SP:Iteration 14Q (6170.480000 sec): 3 clusters
  Score: Raw -301537.196107 + Penalty 2578.017700 = -298959.178407
  nChanged 15
		SP:Iteration 15Q (6170.480000 sec): 3 clusters
  Score: Raw -301544.229202 + Penalty 2578.017700 = -298966.211502
  nChanged 13
		SP:Iteration 16Q (6170.490000 sec): 3 clusters
  Score: Raw -301549.734402 + Penalty 2578.017700 = -298971.716701
  nChanged 10
		SP:Iteration 17Q (6170.500000 sec): 3 clusters
  Score: Raw -301552.819320 + Penalty 2578.017700 = -298974.801620
  nChanged 11
		SP:Iteration 18Q (6170.500000 sec): 3 clusters
  Score: Raw -301557.505595 + Penalty 2578.017700 = -298979.487895
  nChanged 12
		SP:Iteration 19Q (6170.510000 sec): 3 clusters
  Score: Raw -301564.204371 + Penalty 2578.017700 = -298986.186671
  nChanged 15
		SP:Iteration 20F (6170.520000 sec): 3 clusters
  Score: Raw -301573.363765 + Penalty 2578.017700 = -298995.346065
  nChanged 21
		SP:Iteration 21Q (6170.520000 sec): 3 clusters
  Score: Raw -301585.642346 + Penalty 2578.017700 = -299007.624646
  nChanged 23
		SP:Iteration 22Q (6170.530000 sec): 3 clusters
  Score: Raw -301598.194764 + Penalty 2578.017700 = -299020.177064
  nChanged 21
		SP:Iteration 23Q (6170.530000 sec): 3 clusters
  Score: Raw -301607.130087 + Penalty 2578.017700 = -299029.112387
  nChanged 15
		SP:Iteration 24Q (6170.540000 sec): 3 clusters
  Score: Raw -301613.298218 + Penalty 2578.017700 = -299035.280518
  nChanged 10
		SP:Iteration 25Q (6170.550000 sec): 3 clusters
  Score: Raw -301618.151311 + Penalty 2578.017700 = -299040.133611
  nChanged 4
		SP:Iteration 26Q (6170.550000 sec): 3 clusters
  Score: Raw -301620.032213 + Penalty 2578.017700 = -299042.014513
  nChanged 3
		SP:Iteration 27Q (6170.560000 sec): 3 clusters
  Score: Raw -301621.884016 + Penalty 2578.017700 = -299043.866316
  nChanged 5
		SP:Iteration 28Q (6170.560000 sec): 3 clusters
  Score: Raw -301625.042473 + Penalty 2578.017700 = -299047.024773
  nChanged 8
		SP:Iteration 29Q (6170.570000 sec): 3 clusters
  Score: Raw -301628.500487 + Penalty 2578.017700 = -299050.482787
  nChanged 8
		SP:Iteration 30Q (6170.580000 sec): 3 clusters
  Score: Raw -301631.722440 + Penalty 2578.017700 = -299053.704740
  nChanged 6
		SP:Iteration 31Q (6170.580000 sec): 3 clusters
  Score: Raw -301633.691323 + Penalty 2578.017700 = -299055.673622
  nChanged 2
		SP:Iteration 32Q (6170.590000 sec): 3 clusters
  Score: Raw -301635.058853 + Penalty 2578.017700 = -299057.041153
  nChanged 6
		SP:Iteration 33Q (6170.600000 sec): 3 clusters
  Score: Raw -301637.469973 + Penalty 2578.017700 = -299059.452273
  nChanged 3
		SP:Iteration 34Q (6170.600000 sec): 3 clusters
  Score: Raw -301638.273848 + Penalty 2578.017700 = -299060.256148
  nChanged 4
		SP:Iteration 35Q (6170.610000 sec): 3 clusters
  Score: Raw -301639.377424 + Penalty 2578.017700 = -299061.359724
  nChanged 2
		SP:Iteration 36Q (6170.620000 sec): 3 clusters
  Score: Raw -301639.655969 + Penalty 2578.017700 = -299061.638269
  nChanged 0
		SP:Iteration 37F (6170.620000 sec): 3 clusters
  Score: Raw -301639.655969 + Penalty 2578.017700 = -299061.638269
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6170.660000 sec): 2 clusters
  Score: Raw -1344698.380939 + Penalty 1521.371902 = -1343177.009037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6170.690000 sec): 3 clusters
  Score: Raw -1338111.946047 + Penalty 3042.743804 = -1335069.202243
  nChanged 5038
		SP:Iteration 1F (6170.720000 sec): 3 clusters
  Score: Raw -1340905.280726 + Penalty 3042.743804 = -1337862.536922
  nChanged 637
		SP:Iteration 2F (6170.740000 sec): 3 clusters
  Score: Raw -1341167.739369 + Penalty 3042.743804 = -1338124.995564
  nChanged 571
		SP:Iteration 3Q (6170.780000 sec): 3 clusters
  Score: Raw -1341379.677473 + Penalty 3042.743804 = -1338336.933668
  nChanged 492
		SP:Iteration 4Q (6170.800000 sec): 3 clusters
  Score: Raw -1341564.692331 + Penalty 3042.743804 = -1338521.948527
  nChanged 435
		SP:Iteration 5Q (6170.830000 sec): 3 clusters
  Score: Raw -1341716.208952 + Penalty 3042.743804 = -1338673.465147
  nChanged 384
		SP:Iteration 6Q (6170.860000 sec): 3 clusters
  Score: Raw -1341851.252301 + Penalty 3042.743804 = -1338808.508497
  nChanged 362
		SP:Iteration 7Q (6170.890000 sec): 3 clusters
  Score: Raw -1341994.130879 + Penalty 3042.743804 = -1338951.387075
  nChanged 365
		SP:Iteration 8Q (6170.920000 sec): 3 clusters
  Score: Raw -1342127.740785 + Penalty 3042.743804 = -1339084.996981
  nChanged 335
		SP:Iteration 9Q (6170.950000 sec): 3 clusters
  Score: Raw -1342243.018000 + Penalty 3042.743804 = -1339200.274196
  nChanged 341
		SP:Iteration 10Q (6170.980000 sec): 3 clusters
  Score: Raw -1342352.485598 + Penalty 3042.743804 = -1339309.741793
  nChanged 309
		SP:Iteration 11Q (6171.010000 sec): 3 clusters
  Score: Raw -1342448.878778 + Penalty 3042.743804 = -1339406.134974
  nChanged 297
		SP:Iteration 12Q (6171.040000 sec): 3 clusters
  Score: Raw -1342558.887843 + Penalty 3042.743804 = -1339516.144039
  nChanged 316
		SP:Iteration 13Q (6171.070000 sec): 3 clusters
  Score: Raw -1342666.878055 + Penalty 3042.743804 = -1339624.134251
  nChanged 289
		SP:Iteration 14Q (6171.100000 sec): 3 clusters
  Score: Raw -1342769.932920 + Penalty 3042.743804 = -1339727.189116
  nChanged 305
		SP:Iteration 15Q (6171.120000 sec): 3 clusters
  Score: Raw -1342890.721457 + Penalty 3042.743804 = -1339847.977653
  nChanged 315
		SP:Iteration 16Q (6171.150000 sec): 3 clusters
  Score: Raw -1343021.616202 + Penalty 3042.743804 = -1339978.872398
  nChanged 351
		SP:Iteration 17Q (6171.180000 sec): 3 clusters
  Score: Raw -1343183.831661 + Penalty 3042.743804 = -1340141.087857
  nChanged 388
		SP:Iteration 18Q (6171.210000 sec): 3 clusters
  Score: Raw -1343355.280728 + Penalty 3042.743804 = -1340312.536924
  nChanged 364
		SP:Iteration 19Q (6171.240000 sec): 3 clusters
  Score: Raw -1343512.344506 + Penalty 3042.743804 = -1340469.600702
  nChanged 358
		SP:Iteration 20F (6171.270000 sec): 3 clusters
  Score: Raw -1343681.239827 + Penalty 3042.743804 = -1340638.496023
  nChanged 335
		SP:Iteration 21Q (6171.300000 sec): 3 clusters
  Score: Raw -1343846.989052 + Penalty 3042.743804 = -1340804.245248
  nChanged 341
		SP:Iteration 22Q (6171.330000 sec): 3 clusters
  Score: Raw -1344033.512422 + Penalty 3042.743804 = -1340990.768618
  nChanged 321
		SP:Iteration 23Q (6171.360000 sec): 3 clusters
  Score: Raw -1344244.320875 + Penalty 3042.743804 = -1341201.577071
  nChanged 286
		SP:Iteration 24Q (6171.380000 sec): 3 clusters
  Score: Raw -1344502.307794 + Penalty 3042.743804 = -1341459.563990
  nChanged 302
		SP:Iteration 25Q (6171.410000 sec): 3 clusters
  Score: Raw -1344892.717844 + Penalty 3042.743804 = -1341849.974040
  nChanged 285
		SP:Iteration 26Q (6171.440000 sec): 3 clusters
  Score: Raw -1345275.518672 + Penalty 3042.743804 = -1342232.774868
  nChanged 203
		SP:Iteration 27Q (6171.470000 sec): 3 clusters
  Score: Raw -1345466.193757 + Penalty 3042.743804 = -1342423.449953
  nChanged 128
		SP:Iteration 28Q (6171.490000 sec): 3 clusters
  Score: Raw -1345542.183613 + Penalty 3042.743804 = -1342499.439809
  nChanged 88
		SP:Iteration 29Q (6171.520000 sec): 3 clusters
  Score: Raw -1345580.476274 + Penalty 3042.743804 = -1342537.732470
  nChanged 67
		SP:Iteration 30Q (6171.540000 sec): 3 clusters
  Score: Raw -1345603.685423 + Penalty 3042.743804 = -1342560.941619
  nChanged 50
		SP:Iteration 31Q (6171.560000 sec): 3 clusters
  Score: Raw -1345618.419448 + Penalty 3042.743804 = -1342575.675644
  nChanged 37
		SP:Iteration 32Q (6171.590000 sec): 3 clusters
  Score: Raw -1345628.242986 + Penalty 3042.743804 = -1342585.499182
  nChanged 22
		SP:Iteration 33Q (6171.610000 sec): 3 clusters
  Score: Raw -1345632.910309 + Penalty 3042.743804 = -1342590.166505
  nChanged 21
		SP:Iteration 34Q (6171.640000 sec): 3 clusters
  Score: Raw -1345638.036095 + Penalty 3042.743804 = -1342595.292290
  nChanged 16
		SP:Iteration 35Q (6171.660000 sec): 3 clusters
  Score: Raw -1345640.701400 + Penalty 3042.743804 = -1342597.957595
  nChanged 14
		SP:Iteration 36Q (6171.680000 sec): 3 clusters
  Score: Raw -1345642.999918 + Penalty 3042.743804 = -1342600.256114
  nChanged 10
		SP:Iteration 37Q (6171.710000 sec): 3 clusters
  Score: Raw -1345644.756750 + Penalty 3042.743804 = -1342602.012946
  nChanged 9
		SP:Iteration 38Q (6171.730000 sec): 3 clusters
  Score: Raw -1345646.140374 + Penalty 3042.743804 = -1342603.396570
  nChanged 7
		SP:Iteration 39Q (6171.760000 sec): 3 clusters
  Score: Raw -1345647.357072 + Penalty 3042.743804 = -1342604.613268
  nChanged 3
		SP:Iteration 40F (6171.780000 sec): 3 clusters
  Score: Raw -1345647.850841 + Penalty 3042.743804 = -1342605.107037
  nChanged 2
		SP:Iteration 41Q (6171.810000 sec): 3 clusters
  Score: Raw -1345648.023520 + Penalty 3042.743804 = -1342605.279715
  nChanged 1
		SP:Iteration 42Q (6171.830000 sec): 3 clusters
  Score: Raw -1345648.163845 + Penalty 3042.743804 = -1342605.420041
  nChanged 4
		SP:Iteration 43Q (6171.860000 sec): 3 clusters
  Score: Raw -1345649.041864 + Penalty 3042.743804 = -1342606.298060
  nChanged 5
		SP:Iteration 44Q (6171.880000 sec): 3 clusters
  Score: Raw -1345649.828478 + Penalty 3042.743804 = -1342607.084673
  nChanged 2
		SP:Iteration 45Q (6171.900000 sec): 3 clusters
  Score: Raw -1345650.125590 + Penalty 3042.743804 = -1342607.381786
  nChanged 0
		SP:Iteration 46F (6171.930000 sec): 3 clusters
  Score: Raw -1345650.125590 + Penalty 3042.743804 = -1342607.381786
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6171.960000 sec): 2 clusters
  Score: Raw -493884.829989 + Penalty 1370.211527 = -492514.618462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6171.970000 sec): 3 clusters
  Score: Raw -491537.746984 + Penalty 2740.423055 = -488797.323930
  nChanged 1802
		SP:Iteration 1F (6171.980000 sec): 3 clusters
  Score: Raw -492552.418750 + Penalty 2740.423055 = -489811.995695
  nChanged 379
		SP:Iteration 2F (6171.990000 sec): 3 clusters
  Score: Raw -492810.717621 + Penalty 2740.423055 = -490070.294566
  nChanged 312
		SP:Iteration 3F (6172.010000 sec): 3 clusters
  Score: Raw -493059.614245 + Penalty 2740.423055 = -490319.191190
  nChanged 274
		SP:Iteration 4F (6172.020000 sec): 3 clusters
  Score: Raw -493301.879678 + Penalty 2740.423055 = -490561.456624
  nChanged 239
		SP:Iteration 5F (6172.030000 sec): 3 clusters
  Score: Raw -493517.744405 + Penalty 2740.423055 = -490777.321350
  nChanged 220
		SP:Iteration 6Q (6172.040000 sec): 3 clusters
  Score: Raw -493716.107658 + Penalty 2740.423055 = -490975.684603
  nChanged 182
		SP:Iteration 7Q (6172.050000 sec): 3 clusters
  Score: Raw -493842.358399 + Penalty 2740.423055 = -491101.935344
  nChanged 164
		SP:Iteration 8Q (6172.060000 sec): 3 clusters
  Score: Raw -493951.468516 + Penalty 2740.423055 = -491211.045461
  nChanged 110
		SP:Iteration 9Q (6172.070000 sec): 3 clusters
  Score: Raw -494019.061266 + Penalty 2740.423055 = -491278.638211
  nChanged 103
		SP:Iteration 10Q (6172.090000 sec): 3 clusters
  Score: Raw -494078.573472 + Penalty 2740.423055 = -491338.150417
  nChanged 78
		SP:Iteration 11Q (6172.090000 sec): 3 clusters
  Score: Raw -494120.049829 + Penalty 2740.423055 = -491379.626774
  nChanged 73
		SP:Iteration 12Q (6172.110000 sec): 3 clusters
  Score: Raw -494160.554192 + Penalty 2740.423055 = -491420.131137
  nChanged 70
		SP:Iteration 13Q (6172.120000 sec): 3 clusters
  Score: Raw -494207.182981 + Penalty 2740.423055 = -491466.759926
  nChanged 66
		SP:Iteration 14Q (6172.130000 sec): 3 clusters
  Score: Raw -494251.534551 + Penalty 2740.423055 = -491511.111497
  nChanged 67
		SP:Iteration 15Q (6172.140000 sec): 3 clusters
  Score: Raw -494289.506729 + Penalty 2740.423055 = -491549.083674
  nChanged 70
		SP:Iteration 16Q (6172.150000 sec): 3 clusters
  Score: Raw -494326.561749 + Penalty 2740.423055 = -491586.138694
  nChanged 63
		SP:Iteration 17Q (6172.160000 sec): 3 clusters
  Score: Raw -494358.510178 + Penalty 2740.423055 = -491618.087123
  nChanged 51
		SP:Iteration 18Q (6172.170000 sec): 3 clusters
  Score: Raw -494383.488278 + Penalty 2740.423055 = -491643.065223
  nChanged 43
		SP:Iteration 19Q (6172.180000 sec): 3 clusters
  Score: Raw -494403.397194 + Penalty 2740.423055 = -491662.974139
  nChanged 37
		SP:Iteration 20F (6172.190000 sec): 3 clusters
  Score: Raw -494422.781047 + Penalty 2740.423055 = -491682.357993
  nChanged 42
		SP:Iteration 21Q (6172.200000 sec): 3 clusters
  Score: Raw -494443.202825 + Penalty 2740.423055 = -491702.779770
  nChanged 38
		SP:Iteration 22Q (6172.210000 sec): 3 clusters
  Score: Raw -494469.675709 + Penalty 2740.423055 = -491729.252654
  nChanged 51
		SP:Iteration 23Q (6172.220000 sec): 3 clusters
  Score: Raw -494505.028412 + Penalty 2740.423055 = -491764.605358
  nChanged 60
		SP:Iteration 24Q (6172.230000 sec): 3 clusters
  Score: Raw -494540.029785 + Penalty 2740.423055 = -491799.606730
  nChanged 50
		SP:Iteration 25Q (6172.240000 sec): 3 clusters
  Score: Raw -494570.489540 + Penalty 2740.423055 = -491830.066485
  nChanged 47
		SP:Iteration 26Q (6172.250000 sec): 3 clusters
  Score: Raw -494597.759650 + Penalty 2740.423055 = -491857.336595
  nChanged 46
		SP:Iteration 27Q (6172.260000 sec): 3 clusters
  Score: Raw -494618.079006 + Penalty 2740.423055 = -491877.655951
  nChanged 37
		SP:Iteration 28Q (6172.270000 sec): 3 clusters
  Score: Raw -494634.614958 + Penalty 2740.423055 = -491894.191903
  nChanged 36
		SP:Iteration 29Q (6172.280000 sec): 3 clusters
  Score: Raw -494651.269020 + Penalty 2740.423055 = -491910.845966
  nChanged 24
		SP:Iteration 30Q (6172.290000 sec): 3 clusters
  Score: Raw -494661.666649 + Penalty 2740.423055 = -491921.243594
  nChanged 27
		SP:Iteration 31Q (6172.300000 sec): 3 clusters
  Score: Raw -494669.584025 + Penalty 2740.423055 = -491929.160970
  nChanged 10
		SP:Iteration 32Q (6172.310000 sec): 3 clusters
  Score: Raw -494671.607854 + Penalty 2740.423055 = -491931.184799
  nChanged 7
		SP:Iteration 33Q (6172.320000 sec): 3 clusters
  Score: Raw -494673.097525 + Penalty 2740.423055 = -491932.674471
  nChanged 5
		SP:Iteration 34Q (6172.330000 sec): 3 clusters
  Score: Raw -494674.630156 + Penalty 2740.423055 = -491934.207101
  nChanged 4
		SP:Iteration 35Q (6172.340000 sec): 3 clusters
  Score: Raw -494676.215736 + Penalty 2740.423055 = -491935.792681
  nChanged 8
		SP:Iteration 36Q (6172.350000 sec): 3 clusters
  Score: Raw -494679.091143 + Penalty 2740.423055 = -491938.668088
  nChanged 9
		SP:Iteration 37Q (6172.360000 sec): 3 clusters
  Score: Raw -494681.188804 + Penalty 2740.423055 = -491940.765749
  nChanged 3
		SP:Iteration 38Q (6172.370000 sec): 3 clusters
  Score: Raw -494681.615902 + Penalty 2740.423055 = -491941.192847
  nChanged 1
		SP:Iteration 39Q (6172.380000 sec): 3 clusters
  Score: Raw -494681.640975 + Penalty 2740.423055 = -491941.217920
  nChanged 0
		SP:Iteration 40F (6172.390000 sec): 3 clusters
  Score: Raw -494681.640975 + Penalty 2740.423055 = -491941.217920
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6172.450000 sec): 2 clusters
  Score: Raw -2038055.606683 + Penalty 1591.698356 = -2036463.908328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6172.500000 sec): 3 clusters
  Score: Raw -2027410.338135 + Penalty 3183.396711 = -2024226.941424
  nChanged 8093
		SP:Iteration 1F (6172.550000 sec): 3 clusters
  Score: Raw -2032030.910322 + Penalty 3183.396711 = -2028847.513611
  nChanged 1291
		SP:Iteration 2F (6172.590000 sec): 3 clusters
  Score: Raw -2032966.617701 + Penalty 3183.396711 = -2029783.220990
  nChanged 1504
		SP:Iteration 3F (6172.640000 sec): 3 clusters
  Score: Raw -2034219.651864 + Penalty 3183.396711 = -2031036.255153
  nChanged 1598
		SP:Iteration 4F (6172.680000 sec): 3 clusters
  Score: Raw -2035501.503745 + Penalty 3183.396711 = -2032318.107034
  nChanged 1401
		SP:Iteration 5F (6172.730000 sec): 3 clusters
  Score: Raw -2036435.159078 + Penalty 3183.396711 = -2033251.762367
  nChanged 982
		SP:Iteration 6F (6172.780000 sec): 3 clusters
  Score: Raw -2036935.699678 + Penalty 3183.396711 = -2033752.302967
  nChanged 678
		SP:Iteration 7Q (6172.820000 sec): 3 clusters
  Score: Raw -2037257.318834 + Penalty 3183.396711 = -2034073.922123
  nChanged 524
		SP:Iteration 8Q (6172.870000 sec): 3 clusters
  Score: Raw -2037505.466619 + Penalty 3183.396711 = -2034322.069908
  nChanged 470
		SP:Iteration 9Q (6172.920000 sec): 3 clusters
  Score: Raw -2037739.224935 + Penalty 3183.396711 = -2034555.828224
  nChanged 431
		SP:Iteration 10Q (6172.960000 sec): 3 clusters
  Score: Raw -2037968.964318 + Penalty 3183.396711 = -2034785.567606
  nChanged 399
		SP:Iteration 11Q (6173.010000 sec): 3 clusters
  Score: Raw -2038205.572028 + Penalty 3183.396711 = -2035022.175317
  nChanged 375
		SP:Iteration 12Q (6173.060000 sec): 3 clusters
  Score: Raw -2038420.912687 + Penalty 3183.396711 = -2035237.515976
  nChanged 308
		SP:Iteration 13Q (6173.100000 sec): 3 clusters
  Score: Raw -2038599.102332 + Penalty 3183.396711 = -2035415.705621
  nChanged 268
		SP:Iteration 14Q (6173.140000 sec): 3 clusters
  Score: Raw -2038753.324675 + Penalty 3183.396711 = -2035569.927964
  nChanged 234
		SP:Iteration 15Q (6173.190000 sec): 3 clusters
  Score: Raw -2038891.965232 + Penalty 3183.396711 = -2035708.568521
  nChanged 163
		SP:Iteration 16Q (6173.240000 sec): 3 clusters
  Score: Raw -2038980.255762 + Penalty 3183.396711 = -2035796.859051
  nChanged 123
		SP:Iteration 17Q (6173.280000 sec): 3 clusters
  Score: Raw -2039042.041151 + Penalty 3183.396711 = -2035858.644439
  nChanged 84
		SP:Iteration 18Q (6173.330000 sec): 3 clusters
  Score: Raw -2039072.678752 + Penalty 3183.396711 = -2035889.282041
  nChanged 70
		SP:Iteration 19Q (6173.370000 sec): 3 clusters
  Score: Raw -2039095.015231 + Penalty 3183.396711 = -2035911.618520
  nChanged 46
		SP:Iteration 20F (6173.420000 sec): 3 clusters
  Score: Raw -2039108.071118 + Penalty 3183.396711 = -2035924.674407
  nChanged 35
		SP:Iteration 21Q (6173.460000 sec): 3 clusters
  Score: Raw -2039117.511694 + Penalty 3183.396711 = -2035934.114983
  nChanged 29
		SP:Iteration 22Q (6173.510000 sec): 3 clusters
  Score: Raw -2039123.435674 + Penalty 3183.396711 = -2035940.038963
  nChanged 16
		SP:Iteration 23Q (6173.550000 sec): 3 clusters
  Score: Raw -2039127.168572 + Penalty 3183.396711 = -2035943.771861
  nChanged 19
		SP:Iteration 24Q (6173.600000 sec): 3 clusters
  Score: Raw -2039131.068171 + Penalty 3183.396711 = -2035947.671460
  nChanged 18
		SP:Iteration 25Q (6173.640000 sec): 3 clusters
  Score: Raw -2039135.412797 + Penalty 3183.396711 = -2035952.016086
  nChanged 17
		SP:Iteration 26Q (6173.680000 sec): 3 clusters
  Score: Raw -2039139.311213 + Penalty 3183.396711 = -2035955.914502
  nChanged 17
		SP:Iteration 27Q (6173.730000 sec): 3 clusters
  Score: Raw -2039142.696418 + Penalty 3183.396711 = -2035959.299706
  nChanged 9
		SP:Iteration 28Q (6173.770000 sec): 3 clusters
  Score: Raw -2039144.547260 + Penalty 3183.396711 = -2035961.150549
  nChanged 6
		SP:Iteration 29Q (6173.820000 sec): 3 clusters
  Score: Raw -2039145.789762 + Penalty 3183.396711 = -2035962.393051
  nChanged 6
		SP:Iteration 30Q (6173.860000 sec): 3 clusters
  Score: Raw -2039146.632056 + Penalty 3183.396711 = -2035963.235345
  nChanged 7
		SP:Iteration 31Q (6173.900000 sec): 3 clusters
  Score: Raw -2039147.892053 + Penalty 3183.396711 = -2035964.495342
  nChanged 5
		SP:Iteration 32Q (6173.950000 sec): 3 clusters
  Score: Raw -2039148.584389 + Penalty 3183.396711 = -2035965.187678
  nChanged 6
		SP:Iteration 33Q (6173.990000 sec): 3 clusters
  Score: Raw -2039149.634747 + Penalty 3183.396711 = -2035966.238036
  nChanged 5
		SP:Iteration 34Q (6174.040000 sec): 3 clusters
  Score: Raw -2039150.795595 + Penalty 3183.396711 = -2035967.398884
  nChanged 5
		SP:Iteration 35Q (6174.080000 sec): 3 clusters
  Score: Raw -2039152.197642 + Penalty 3183.396711 = -2035968.800931
  nChanged 7
		SP:Iteration 36Q (6174.120000 sec): 3 clusters
  Score: Raw -2039153.570557 + Penalty 3183.396711 = -2035970.173846
  nChanged 6
		SP:Iteration 37Q (6174.170000 sec): 3 clusters
  Score: Raw -2039154.484544 + Penalty 3183.396711 = -2035971.087832
  nChanged 2
		SP:Iteration 38Q (6174.210000 sec): 3 clusters
  Score: Raw -2039154.946054 + Penalty 3183.396711 = -2035971.549343
  nChanged 3
		SP:Iteration 39Q (6174.260000 sec): 3 clusters
  Score: Raw -2039155.391238 + Penalty 3183.396711 = -2035971.994527
  nChanged 2
		SP:Iteration 40F (6174.300000 sec): 3 clusters
  Score: Raw -2039155.564219 + Penalty 3183.396711 = -2035972.167508
  nChanged 1
		SP:Iteration 41Q (6174.350000 sec): 3 clusters
  Score: Raw -2039155.678829 + Penalty 3183.396711 = -2035972.282118
  nChanged 2
		SP:Iteration 42Q (6174.390000 sec): 3 clusters
  Score: Raw -2039156.119478 + Penalty 3183.396711 = -2035972.722767
  nChanged 4
		SP:Iteration 43Q (6174.440000 sec): 3 clusters
  Score: Raw -2039156.725253 + Penalty 3183.396711 = -2035973.328542
  nChanged 5
		SP:Iteration 44Q (6174.480000 sec): 3 clusters
  Score: Raw -2039157.389172 + Penalty 3183.396711 = -2035973.992461
  nChanged 4
		SP:Iteration 45Q (6174.520000 sec): 3 clusters
  Score: Raw -2039158.382511 + Penalty 3183.396711 = -2035974.985800
  nChanged 5
		SP:Iteration 46Q (6174.570000 sec): 3 clusters
  Score: Raw -2039159.137450 + Penalty 3183.396711 = -2035975.740739
  nChanged 3
		SP:Iteration 47Q (6174.610000 sec): 3 clusters
  Score: Raw -2039159.528194 + Penalty 3183.396711 = -2035976.131483
  nChanged 2
		SP:Iteration 48Q (6174.660000 sec): 3 clusters
  Score: Raw -2039159.986773 + Penalty 3183.396711 = -2035976.590062
  nChanged 3
		SP:Iteration 49Q (6174.700000 sec): 3 clusters
  Score: Raw -2039160.420804 + Penalty 3183.396711 = -2035977.024093
  nChanged 1
		SP:Iteration 50Q (6174.740000 sec): 3 clusters
  Score: Raw -2039160.556804 + Penalty 3183.396711 = -2035977.160093
  nChanged 2
		SP:Iteration 51Q (6174.790000 sec): 3 clusters
  Score: Raw -2039161.015297 + Penalty 3183.396711 = -2035977.618586
  nChanged 1
		SP:Iteration 52Q (6174.830000 sec): 3 clusters
  Score: Raw -2039161.071370 + Penalty 3183.396711 = -2035977.674659
  nChanged 1
		SP:Iteration 53Q (6174.880000 sec): 3 clusters
  Score: Raw -2039161.153411 + Penalty 3183.396711 = -2035977.756700
  nChanged 1
		SP:Iteration 54Q (6174.920000 sec): 3 clusters
  Score: Raw -2039161.444860 + Penalty 3183.396711 = -2035978.048149
  nChanged 0
		SP:Iteration 55F (6174.960000 sec): 3 clusters
  Score: Raw -2039161.444860 + Penalty 3183.396711 = -2035978.048149
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6175.080000 sec): 2 clusters
  Score: Raw -3952368.191196 + Penalty 1693.601372 = -3950674.589824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6175.170000 sec): 3 clusters
  Score: Raw -3931542.928595 + Penalty 3387.202745 = -3928155.725850
  nChanged 15538
		SP:Iteration 1F (6175.260000 sec): 3 clusters
  Score: Raw -3940218.434640 + Penalty 3387.202745 = -3936831.231895
  nChanged 1467
		SP:Iteration 2Q (6175.350000 sec): 3 clusters
  Score: Raw -3940641.092472 + Penalty 3387.202745 = -3937253.889728
  nChanged 1320
		SP:Iteration 3Q (6175.440000 sec): 3 clusters
  Score: Raw -3941030.951481 + Penalty 3387.202745 = -3937643.748736
  nChanged 1291
		SP:Iteration 4Q (6175.530000 sec): 3 clusters
  Score: Raw -3941488.094530 + Penalty 3387.202745 = -3938100.891786
  nChanged 1423
		SP:Iteration 5Q (6175.620000 sec): 3 clusters
  Score: Raw -3942121.464400 + Penalty 3387.202745 = -3938734.261655
  nChanged 1664
		SP:Iteration 6Q (6175.710000 sec): 3 clusters
  Score: Raw -3943030.089150 + Penalty 3387.202745 = -3939642.886405
  nChanged 2021
		SP:Iteration 7F (6175.800000 sec): 3 clusters
  Score: Raw -3944363.270634 + Penalty 3387.202745 = -3940976.067889
  nChanged 2198
		SP:Iteration 8F (6175.890000 sec): 3 clusters
  Score: Raw -3946081.152870 + Penalty 3387.202745 = -3942693.950125
  nChanged 2078
		SP:Iteration 9F (6175.980000 sec): 3 clusters
  Score: Raw -3947853.684986 + Penalty 3387.202745 = -3944466.482241
  nChanged 1746
		SP:Iteration 10F (6176.060000 sec): 3 clusters
  Score: Raw -3949346.494856 + Penalty 3387.202745 = -3945959.292111
  nChanged 1330
		SP:Iteration 11Q (6176.140000 sec): 3 clusters
  Score: Raw -3950451.025173 + Penalty 3387.202745 = -3947063.822428
  nChanged 913
		SP:Iteration 12Q (6176.220000 sec): 3 clusters
  Score: Raw -3951133.287245 + Penalty 3387.202745 = -3947746.084500
  nChanged 669
		SP:Iteration 13Q (6176.300000 sec): 3 clusters
  Score: Raw -3951624.468838 + Penalty 3387.202745 = -3948237.266093
  nChanged 463
		SP:Iteration 14Q (6176.360000 sec): 3 clusters
  Score: Raw -3951962.654245 + Penalty 3387.202745 = -3948575.451500
  nChanged 311
		SP:Iteration 15Q (6176.430000 sec): 3 clusters
  Score: Raw -3952186.959044 + Penalty 3387.202745 = -3948799.756299
  nChanged 190
		SP:Iteration 16Q (6176.500000 sec): 3 clusters
  Score: Raw -3952309.290616 + Penalty 3387.202745 = -3948922.087872
  nChanged 111
		SP:Iteration 17Q (6176.560000 sec): 3 clusters
  Score: Raw -3952376.890681 + Penalty 3387.202745 = -3948989.687937
  nChanged 88
		SP:Iteration 18Q (6176.630000 sec): 3 clusters
  Score: Raw -3952433.747744 + Penalty 3387.202745 = -3949046.544999
  nChanged 60
		SP:Iteration 19Q (6176.690000 sec): 3 clusters
  Score: Raw -3952477.877555 + Penalty 3387.202745 = -3949090.674810
  nChanged 41
		SP:Iteration 20F (6176.780000 sec): 3 clusters
  Score: Raw -3952503.043366 + Penalty 3387.202745 = -3949115.840621
  nChanged 25
		SP:Iteration 21Q (6176.840000 sec): 3 clusters
  Score: Raw -3952517.087406 + Penalty 3387.202745 = -3949129.884661
  nChanged 19
		SP:Iteration 22Q (6176.900000 sec): 3 clusters
  Score: Raw -3952531.718839 + Penalty 3387.202745 = -3949144.516094
  nChanged 17
		SP:Iteration 23Q (6176.960000 sec): 3 clusters
  Score: Raw -3952544.220931 + Penalty 3387.202745 = -3949157.018186
  nChanged 12
		SP:Iteration 24Q (6177.030000 sec): 3 clusters
  Score: Raw -3952551.107645 + Penalty 3387.202745 = -3949163.904901
  nChanged 8
		SP:Iteration 25Q (6177.090000 sec): 3 clusters
  Score: Raw -3952554.701155 + Penalty 3387.202745 = -3949167.498410
  nChanged 4
		SP:Iteration 26Q (6177.150000 sec): 3 clusters
  Score: Raw -3952556.664245 + Penalty 3387.202745 = -3949169.461501
  nChanged 3
		SP:Iteration 27Q (6177.210000 sec): 3 clusters
  Score: Raw -3952559.488144 + Penalty 3387.202745 = -3949172.285399
  nChanged 5
		SP:Iteration 28Q (6177.280000 sec): 3 clusters
  Score: Raw -3952563.135343 + Penalty 3387.202745 = -3949175.932598
  nChanged 4
		SP:Iteration 29Q (6177.340000 sec): 3 clusters
  Score: Raw -3952566.578506 + Penalty 3387.202745 = -3949179.375761
  nChanged 4
		SP:Iteration 30Q (6177.400000 sec): 3 clusters
  Score: Raw -3952568.765597 + Penalty 3387.202745 = -3949181.562852
  nChanged 4
		SP:Iteration 31Q (6177.460000 sec): 3 clusters
  Score: Raw -3952571.063819 + Penalty 3387.202745 = -3949183.861074
  nChanged 4
		SP:Iteration 32Q (6177.520000 sec): 3 clusters
  Score: Raw -3952572.416962 + Penalty 3387.202745 = -3949185.214217
  nChanged 3
		SP:Iteration 33Q (6177.580000 sec): 3 clusters
  Score: Raw -3952574.121149 + Penalty 3387.202745 = -3949186.918405
  nChanged 3
		SP:Iteration 34Q (6177.650000 sec): 3 clusters
  Score: Raw -3952576.370203 + Penalty 3387.202745 = -3949189.167458
  nChanged 4
		SP:Iteration 35Q (6177.710000 sec): 3 clusters
  Score: Raw -3952579.101467 + Penalty 3387.202745 = -3949191.898722
  nChanged 2
		SP:Iteration 36Q (6177.770000 sec): 3 clusters
  Score: Raw -3952582.245086 + Penalty 3387.202745 = -3949195.042341
  nChanged 8
		SP:Iteration 37Q (6177.830000 sec): 3 clusters
  Score: Raw -3952589.136704 + Penalty 3387.202745 = -3949201.933959
  nChanged 5
		SP:Iteration 38Q (6177.900000 sec): 3 clusters
  Score: Raw -3952593.380086 + Penalty 3387.202745 = -3949206.177342
  nChanged 5
		SP:Iteration 39Q (6177.960000 sec): 3 clusters
  Score: Raw -3952597.827331 + Penalty 3387.202745 = -3949210.624586
  nChanged 8
		SP:Iteration 40F (6178.040000 sec): 3 clusters
  Score: Raw -3952604.460037 + Penalty 3387.202745 = -3949217.257293
  nChanged 5
		SP:Iteration 41Q (6178.100000 sec): 3 clusters
  Score: Raw -3952607.199290 + Penalty 3387.202745 = -3949219.996545
  nChanged 3
		SP:Iteration 42Q (6178.170000 sec): 3 clusters
  Score: Raw -3952608.634711 + Penalty 3387.202745 = -3949221.431967
  nChanged 2
		SP:Iteration 43Q (6178.230000 sec): 3 clusters
  Score: Raw -3952609.325406 + Penalty 3387.202745 = -3949222.122661
  nChanged 1
		SP:Iteration 44Q (6178.290000 sec): 3 clusters
  Score: Raw -3952610.567618 + Penalty 3387.202745 = -3949223.364873
  nChanged 1
		SP:Iteration 45Q (6178.350000 sec): 3 clusters
  Score: Raw -3952611.959706 + Penalty 3387.202745 = -3949224.756961
  nChanged 2
		SP:Iteration 46Q (6178.420000 sec): 3 clusters
  Score: Raw -3952614.733757 + Penalty 3387.202745 = -3949227.531013
  nChanged 4
		SP:Iteration 47Q (6178.480000 sec): 3 clusters
  Score: Raw -3952617.185453 + Penalty 3387.202745 = -3949229.982708
  nChanged 2
		SP:Iteration 48Q (6178.540000 sec): 3 clusters
  Score: Raw -3952617.662002 + Penalty 3387.202745 = -3949230.459258
  nChanged 0
		SP:Iteration 49F (6178.630000 sec): 3 clusters
  Score: Raw -3952617.662002 + Penalty 3387.202745 = -3949230.459258
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6178.660000 sec): 2 clusters
  Score: Raw -671211.495166 + Penalty 1415.556006 = -669795.939160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6178.680000 sec): 3 clusters
  Score: Raw -668030.774216 + Penalty 2831.112012 = -665199.662204
  nChanged 2483
		SP:Iteration 1F (6178.690000 sec): 3 clusters
  Score: Raw -669479.616769 + Penalty 2831.112012 = -666648.504757
  nChanged 537
		SP:Iteration 2F (6178.710000 sec): 3 clusters
  Score: Raw -669894.649784 + Penalty 2831.112012 = -667063.537771
  nChanged 479
		SP:Iteration 3F (6178.720000 sec): 3 clusters
  Score: Raw -670279.532876 + Penalty 2831.112012 = -667448.420864
  nChanged 420
		SP:Iteration 4F (6178.740000 sec): 3 clusters
  Score: Raw -670643.839933 + Penalty 2831.112012 = -667812.727921
  nChanged 352
		SP:Iteration 5F (6178.760000 sec): 3 clusters
  Score: Raw -670951.050117 + Penalty 2831.112012 = -668119.938105
  nChanged 326
		SP:Iteration 6F (6178.770000 sec): 3 clusters
  Score: Raw -671176.654780 + Penalty 2831.112012 = -668345.542767
  nChanged 236
		SP:Iteration 7Q (6178.780000 sec): 3 clusters
  Score: Raw -671316.116743 + Penalty 2831.112012 = -668485.004731
  nChanged 178
		SP:Iteration 8Q (6178.800000 sec): 3 clusters
  Score: Raw -671415.211031 + Penalty 2831.112012 = -668584.099019
  nChanged 151
		SP:Iteration 9Q (6178.810000 sec): 3 clusters
  Score: Raw -671491.291675 + Penalty 2831.112012 = -668660.179663
  nChanged 128
		SP:Iteration 10Q (6178.830000 sec): 3 clusters
  Score: Raw -671543.233706 + Penalty 2831.112012 = -668712.121694
  nChanged 99
		SP:Iteration 11Q (6178.840000 sec): 3 clusters
  Score: Raw -671589.009253 + Penalty 2831.112012 = -668757.897240
  nChanged 92
		SP:Iteration 12Q (6178.860000 sec): 3 clusters
  Score: Raw -671633.358919 + Penalty 2831.112012 = -668802.246907
  nChanged 103
		SP:Iteration 13Q (6178.870000 sec): 3 clusters
  Score: Raw -671685.229262 + Penalty 2831.112012 = -668854.117249
  nChanged 103
		SP:Iteration 14Q (6178.880000 sec): 3 clusters
  Score: Raw -671742.031192 + Penalty 2831.112012 = -668910.919180
  nChanged 85
		SP:Iteration 15Q (6178.900000 sec): 3 clusters
  Score: Raw -671780.852120 + Penalty 2831.112012 = -668949.740108
  nChanged 66
		SP:Iteration 16Q (6178.910000 sec): 3 clusters
  Score: Raw -671804.153396 + Penalty 2831.112012 = -668973.041384
  nChanged 51
		SP:Iteration 17Q (6178.920000 sec): 3 clusters
  Score: Raw -671823.492752 + Penalty 2831.112012 = -668992.380739
  nChanged 55
		SP:Iteration 18Q (6178.940000 sec): 3 clusters
  Score: Raw -671842.228641 + Penalty 2831.112012 = -669011.116629
  nChanged 37
		SP:Iteration 19Q (6178.950000 sec): 3 clusters
  Score: Raw -671853.693386 + Penalty 2831.112012 = -669022.581373
  nChanged 36
		SP:Iteration 20F (6178.970000 sec): 3 clusters
  Score: Raw -671867.850047 + Penalty 2831.112012 = -669036.738035
  nChanged 39
		SP:Iteration 21Q (6178.980000 sec): 3 clusters
  Score: Raw -671879.618735 + Penalty 2831.112012 = -669048.506723
  nChanged 34
		SP:Iteration 22Q (6179.000000 sec): 3 clusters
  Score: Raw -671890.042567 + Penalty 2831.112012 = -669058.930555
  nChanged 32
		SP:Iteration 23Q (6179.010000 sec): 3 clusters
  Score: Raw -671897.207980 + Penalty 2831.112012 = -669066.095968
  nChanged 25
		SP:Iteration 24Q (6179.020000 sec): 3 clusters
  Score: Raw -671903.562428 + Penalty 2831.112012 = -669072.450416
  nChanged 21
		SP:Iteration 25Q (6179.040000 sec): 3 clusters
  Score: Raw -671908.071479 + Penalty 2831.112012 = -669076.959466
  nChanged 16
		SP:Iteration 26Q (6179.050000 sec): 3 clusters
  Score: Raw -671911.890181 + Penalty 2831.112012 = -669080.778168
  nChanged 12
		SP:Iteration 27Q (6179.060000 sec): 3 clusters
  Score: Raw -671914.884442 + Penalty 2831.112012 = -669083.772430
  nChanged 12
		SP:Iteration 28Q (6179.080000 sec): 3 clusters
  Score: Raw -671917.818434 + Penalty 2831.112012 = -669086.706421
  nChanged 18
		SP:Iteration 29Q (6179.090000 sec): 3 clusters
  Score: Raw -671922.179518 + Penalty 2831.112012 = -669091.067506
  nChanged 13
		SP:Iteration 30Q (6179.100000 sec): 3 clusters
  Score: Raw -671925.084614 + Penalty 2831.112012 = -669093.972602
  nChanged 10
		SP:Iteration 31Q (6179.120000 sec): 3 clusters
  Score: Raw -671927.425065 + Penalty 2831.112012 = -669096.313053
  nChanged 6
		SP:Iteration 32Q (6179.130000 sec): 3 clusters
  Score: Raw -671928.802217 + Penalty 2831.112012 = -669097.690205
  nChanged 10
		SP:Iteration 33Q (6179.140000 sec): 3 clusters
  Score: Raw -671930.874383 + Penalty 2831.112012 = -669099.762371
  nChanged 6
		SP:Iteration 34Q (6179.150000 sec): 3 clusters
  Score: Raw -671931.697885 + Penalty 2831.112012 = -669100.585873
  nChanged 3
		SP:Iteration 35Q (6179.170000 sec): 3 clusters
  Score: Raw -671932.192856 + Penalty 2831.112012 = -669101.080844
  nChanged 3
		SP:Iteration 36Q (6179.180000 sec): 3 clusters
  Score: Raw -671932.889900 + Penalty 2831.112012 = -669101.777888
  nChanged 3
		SP:Iteration 37Q (6179.190000 sec): 3 clusters
  Score: Raw -671933.585367 + Penalty 2831.112012 = -669102.473355
  nChanged 3
		SP:Iteration 38Q (6179.210000 sec): 3 clusters
  Score: Raw -671934.325322 + Penalty 2831.112012 = -669103.213310
  nChanged 3
		SP:Iteration 39Q (6179.220000 sec): 3 clusters
  Score: Raw -671934.769879 + Penalty 2831.112012 = -669103.657867
  nChanged 0
		SP:Iteration 40F (6179.240000 sec): 3 clusters
  Score: Raw -671934.769879 + Penalty 2831.112012 = -669103.657867
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6179.240000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6179.240000 sec): 3 clusters
  Score: Raw -102346.711623 + Penalty 2207.511939 = -100139.199685
  nChanged 279
		SP:Iteration 1F (6179.250000 sec): 3 clusters
  Score: Raw -102578.606344 + Penalty 2207.511939 = -100371.094405
  nChanged 68
		SP:Iteration 2F (6179.250000 sec): 3 clusters
  Score: Raw -102671.682241 + Penalty 2207.511939 = -100464.170302
  nChanged 35
		SP:Iteration 3Q (6179.250000 sec): 3 clusters
  Score: Raw -102720.643623 + Penalty 2207.511939 = -100513.131684
  nChanged 40
		SP:Iteration 4Q (6179.260000 sec): 3 clusters
  Score: Raw -102764.651215 + Penalty 2207.511939 = -100557.139276
  nChanged 20
		SP:Iteration 5Q (6179.260000 sec): 3 clusters
  Score: Raw -102789.910159 + Penalty 2207.511939 = -100582.398220
  nChanged 19
		SP:Iteration 6Q (6179.260000 sec): 3 clusters
  Score: Raw -102812.522731 + Penalty 2207.511939 = -100605.010792
  nChanged 17
		SP:Iteration 7Q (6179.260000 sec): 3 clusters
  Score: Raw -102832.279903 + Penalty 2207.511939 = -100624.767964
  nChanged 14
		SP:Iteration 8Q (6179.260000 sec): 3 clusters
  Score: Raw -102847.297004 + Penalty 2207.511939 = -100639.785065
  nChanged 10
		SP:Iteration 9Q (6179.260000 sec): 3 clusters
  Score: Raw -102859.209648 + Penalty 2207.511939 = -100651.697710
  nChanged 12
		SP:Iteration 10Q (6179.270000 sec): 3 clusters
  Score: Raw -102872.138824 + Penalty 2207.511939 = -100664.626885
  nChanged 7
		SP:Iteration 11Q (6179.270000 sec): 3 clusters
  Score: Raw -102878.604667 + Penalty 2207.511939 = -100671.092728
  nChanged 10
		SP:Iteration 12Q (6179.270000 sec): 3 clusters
  Score: Raw -102888.569316 + Penalty 2207.511939 = -100681.057377
  nChanged 9
		SP:Iteration 13Q (6179.270000 sec): 3 clusters
  Score: Raw -102894.235252 + Penalty 2207.511939 = -100686.723313
  nChanged 5
		SP:Iteration 14Q (6179.280000 sec): 3 clusters
  Score: Raw -102898.090564 + Penalty 2207.511939 = -100690.578625
  nChanged 0
		SP:Iteration 15F (6179.280000 sec): 3 clusters
  Score: Raw -102898.090564 + Penalty 2207.511939 = -100690.578625
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6179.360000 sec): 2 clusters
  Score: Raw -2220181.111942 + Penalty 1605.252576 = -2218575.859366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6179.400000 sec): 3 clusters
  Score: Raw -2208486.528894 + Penalty 3210.505152 = -2205276.023742
  nChanged 8813
		SP:Iteration 1F (6179.460000 sec): 3 clusters
  Score: Raw -2213200.969210 + Penalty 3210.505152 = -2209990.464058
  nChanged 968
		SP:Iteration 2Q (6179.510000 sec): 3 clusters
  Score: Raw -2213559.462755 + Penalty 3210.505152 = -2210348.957604
  nChanged 903
		SP:Iteration 3Q (6179.560000 sec): 3 clusters
  Score: Raw -2213931.921243 + Penalty 3210.505152 = -2210721.416091
  nChanged 883
		SP:Iteration 4Q (6179.610000 sec): 3 clusters
  Score: Raw -2214355.818511 + Penalty 3210.505152 = -2211145.313359
  nChanged 1038
		SP:Iteration 5F (6179.660000 sec): 3 clusters
  Score: Raw -2214922.795693 + Penalty 3210.505152 = -2211712.290541
  nChanged 1211
		SP:Iteration 6F (6179.710000 sec): 3 clusters
  Score: Raw -2215600.409011 + Penalty 3210.505152 = -2212389.903859
  nChanged 1247
		SP:Iteration 7F (6179.760000 sec): 3 clusters
  Score: Raw -2216335.494679 + Penalty 3210.505152 = -2213124.989528
  nChanged 1204
		SP:Iteration 8F (6179.820000 sec): 3 clusters
  Score: Raw -2217047.646011 + Penalty 3210.505152 = -2213837.140859
  nChanged 1039
		SP:Iteration 9F (6179.860000 sec): 3 clusters
  Score: Raw -2217669.203804 + Penalty 3210.505152 = -2214458.698652
  nChanged 839
		SP:Iteration 10Q (6179.920000 sec): 3 clusters
  Score: Raw -2218112.170348 + Penalty 3210.505152 = -2214901.665197
  nChanged 682
		SP:Iteration 11Q (6179.970000 sec): 3 clusters
  Score: Raw -2218459.262004 + Penalty 3210.505152 = -2215248.756852
  nChanged 621
		SP:Iteration 12Q (6180.020000 sec): 3 clusters
  Score: Raw -2218780.867489 + Penalty 3210.505152 = -2215570.362337
  nChanged 512
		SP:Iteration 13Q (6180.070000 sec): 3 clusters
  Score: Raw -2219055.644332 + Penalty 3210.505152 = -2215845.139181
  nChanged 430
		SP:Iteration 14Q (6180.120000 sec): 3 clusters
  Score: Raw -2219279.158193 + Penalty 3210.505152 = -2216068.653041
  nChanged 373
		SP:Iteration 15Q (6180.170000 sec): 3 clusters
  Score: Raw -2219481.848281 + Penalty 3210.505152 = -2216271.343129
  nChanged 334
		SP:Iteration 16Q (6180.220000 sec): 3 clusters
  Score: Raw -2219691.789104 + Penalty 3210.505152 = -2216481.283952
  nChanged 304
		SP:Iteration 17Q (6180.270000 sec): 3 clusters
  Score: Raw -2219930.013725 + Penalty 3210.505152 = -2216719.508573
  nChanged 244
		SP:Iteration 18Q (6180.320000 sec): 3 clusters
  Score: Raw -2220225.412541 + Penalty 3210.505152 = -2217014.907389
  nChanged 147
		SP:Iteration 19Q (6180.360000 sec): 3 clusters
  Score: Raw -2220563.843958 + Penalty 3210.505152 = -2217353.338806
  nChanged 104
		SP:Iteration 20F (6180.410000 sec): 3 clusters
  Score: Raw -2220727.322326 + Penalty 3210.505152 = -2217516.817174
  nChanged 77
		SP:Iteration 21Q (6180.450000 sec): 3 clusters
  Score: Raw -2220783.725342 + Penalty 3210.505152 = -2217573.220191
  nChanged 60
		SP:Iteration 22Q (6180.490000 sec): 3 clusters
  Score: Raw -2220811.535013 + Penalty 3210.505152 = -2217601.029861
  nChanged 45
		SP:Iteration 23Q (6180.520000 sec): 3 clusters
  Score: Raw -2220829.420053 + Penalty 3210.505152 = -2217618.914901
  nChanged 30
		SP:Iteration 24Q (6180.560000 sec): 3 clusters
  Score: Raw -2220838.954835 + Penalty 3210.505152 = -2217628.449683
  nChanged 24
		SP:Iteration 25Q (6180.600000 sec): 3 clusters
  Score: Raw -2220846.684154 + Penalty 3210.505152 = -2217636.179003
  nChanged 24
		SP:Iteration 26Q (6180.640000 sec): 3 clusters
  Score: Raw -2220855.805054 + Penalty 3210.505152 = -2217645.299902
  nChanged 18
		SP:Iteration 27Q (6180.670000 sec): 3 clusters
  Score: Raw -2220859.655329 + Penalty 3210.505152 = -2217649.150178
  nChanged 9
		SP:Iteration 28Q (6180.710000 sec): 3 clusters
  Score: Raw -2220862.209659 + Penalty 3210.505152 = -2217651.704508
  nChanged 12
		SP:Iteration 29Q (6180.750000 sec): 3 clusters
  Score: Raw -2220866.020946 + Penalty 3210.505152 = -2217655.515795
  nChanged 7
		SP:Iteration 30Q (6180.780000 sec): 3 clusters
  Score: Raw -2220868.144930 + Penalty 3210.505152 = -2217657.639779
  nChanged 4
		SP:Iteration 31Q (6180.820000 sec): 3 clusters
  Score: Raw -2220870.030002 + Penalty 3210.505152 = -2217659.524850
  nChanged 8
		SP:Iteration 32Q (6180.860000 sec): 3 clusters
  Score: Raw -2220872.580438 + Penalty 3210.505152 = -2217662.075287
  nChanged 9
		SP:Iteration 33Q (6180.900000 sec): 3 clusters
  Score: Raw -2220874.931317 + Penalty 3210.505152 = -2217664.426165
  nChanged 6
		SP:Iteration 34Q (6180.930000 sec): 3 clusters
  Score: Raw -2220876.335524 + Penalty 3210.505152 = -2217665.830373
  nChanged 2
		SP:Iteration 35Q (6180.970000 sec): 3 clusters
  Score: Raw -2220876.562261 + Penalty 3210.505152 = -2217666.057110
  nChanged 0
		SP:Iteration 36F (6181.020000 sec): 3 clusters
  Score: Raw -2220876.562261 + Penalty 3210.505152 = -2217666.057110
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6181.050000 sec): 2 clusters
  Score: Raw -598958.509780 + Penalty 1404.162903 = -597554.346878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6181.060000 sec): 3 clusters
  Score: Raw -596057.453962 + Penalty 2808.325805 = -593249.128157
  nChanged 2313
		SP:Iteration 1F (6181.080000 sec): 3 clusters
  Score: Raw -597538.810084 + Penalty 2808.325805 = -594730.484279
  nChanged 483
		SP:Iteration 2F (6181.090000 sec): 3 clusters
  Score: Raw -597877.286930 + Penalty 2808.325805 = -595068.961125
  nChanged 380
		SP:Iteration 3F (6181.100000 sec): 3 clusters
  Score: Raw -598168.889374 + Penalty 2808.325805 = -595360.563569
  nChanged 343
		SP:Iteration 4F (6181.120000 sec): 3 clusters
  Score: Raw -598410.996773 + Penalty 2808.325805 = -595602.670968
  nChanged 290
		SP:Iteration 5F (6181.130000 sec): 3 clusters
  Score: Raw -598647.849070 + Penalty 2808.325805 = -595839.523264
  nChanged 273
		SP:Iteration 6Q (6181.140000 sec): 3 clusters
  Score: Raw -598842.271444 + Penalty 2808.325805 = -596033.945639
  nChanged 207
		SP:Iteration 7Q (6181.160000 sec): 3 clusters
  Score: Raw -598978.942829 + Penalty 2808.325805 = -596170.617024
  nChanged 189
		SP:Iteration 8Q (6181.170000 sec): 3 clusters
  Score: Raw -599096.737952 + Penalty 2808.325805 = -596288.412147
  nChanged 176
		SP:Iteration 9Q (6181.180000 sec): 3 clusters
  Score: Raw -599197.029400 + Penalty 2808.325805 = -596388.703595
  nChanged 141
		SP:Iteration 10Q (6181.200000 sec): 3 clusters
  Score: Raw -599266.366485 + Penalty 2808.325805 = -596458.040680
  nChanged 94
		SP:Iteration 11Q (6181.210000 sec): 3 clusters
  Score: Raw -599320.278061 + Penalty 2808.325805 = -596511.952256
  nChanged 72
		SP:Iteration 12Q (6181.230000 sec): 3 clusters
  Score: Raw -599347.734918 + Penalty 2808.325805 = -596539.409113
  nChanged 56
		SP:Iteration 13Q (6181.240000 sec): 3 clusters
  Score: Raw -599365.495940 + Penalty 2808.325805 = -596557.170135
  nChanged 41
		SP:Iteration 14Q (6181.250000 sec): 3 clusters
  Score: Raw -599382.077709 + Penalty 2808.325805 = -596573.751904
  nChanged 44
		SP:Iteration 15Q (6181.270000 sec): 3 clusters
  Score: Raw -599400.421708 + Penalty 2808.325805 = -596592.095902
  nChanged 44
		SP:Iteration 16Q (6181.280000 sec): 3 clusters
  Score: Raw -599417.844457 + Penalty 2808.325805 = -596609.518652
  nChanged 32
		SP:Iteration 17Q (6181.290000 sec): 3 clusters
  Score: Raw -599430.658025 + Penalty 2808.325805 = -596622.332219
  nChanged 28
		SP:Iteration 18Q (6181.310000 sec): 3 clusters
  Score: Raw -599442.924857 + Penalty 2808.325805 = -596634.599052
  nChanged 26
		SP:Iteration 19Q (6181.320000 sec): 3 clusters
  Score: Raw -599450.854709 + Penalty 2808.325805 = -596642.528904
  nChanged 19
		SP:Iteration 20F (6181.330000 sec): 3 clusters
  Score: Raw -599455.055341 + Penalty 2808.325805 = -596646.729536
  nChanged 13
		SP:Iteration 21Q (6181.350000 sec): 3 clusters
  Score: Raw -599457.286612 + Penalty 2808.325805 = -596648.960807
  nChanged 10
		SP:Iteration 22Q (6181.360000 sec): 3 clusters
  Score: Raw -599459.050910 + Penalty 2808.325805 = -596650.725105
  nChanged 10
		SP:Iteration 23Q (6181.370000 sec): 3 clusters
  Score: Raw -599460.311397 + Penalty 2808.325805 = -596651.985592
  nChanged 5
		SP:Iteration 24Q (6181.390000 sec): 3 clusters
  Score: Raw -599461.791853 + Penalty 2808.325805 = -596653.466047
  nChanged 4
		SP:Iteration 25Q (6181.400000 sec): 3 clusters
  Score: Raw -599462.578793 + Penalty 2808.325805 = -596654.252988
  nChanged 4
		SP:Iteration 26Q (6181.410000 sec): 3 clusters
  Score: Raw -599463.446600 + Penalty 2808.325805 = -596655.120795
  nChanged 3
		SP:Iteration 27Q (6181.430000 sec): 3 clusters
  Score: Raw -599464.562533 + Penalty 2808.325805 = -596656.236728
  nChanged 5
		SP:Iteration 28Q (6181.440000 sec): 3 clusters
  Score: Raw -599465.873604 + Penalty 2808.325805 = -596657.547799
  nChanged 3
		SP:Iteration 29Q (6181.450000 sec): 3 clusters
  Score: Raw -599466.367852 + Penalty 2808.325805 = -596658.042047
  nChanged 3
		SP:Iteration 30Q (6181.470000 sec): 3 clusters
  Score: Raw -599467.033163 + Penalty 2808.325805 = -596658.707357
  nChanged 4
		SP:Iteration 31Q (6181.480000 sec): 3 clusters
  Score: Raw -599467.409866 + Penalty 2808.325805 = -596659.084060
  nChanged 1
		SP:Iteration 32Q (6181.490000 sec): 3 clusters
  Score: Raw -599467.498261 + Penalty 2808.325805 = -596659.172456
  nChanged 1
		SP:Iteration 33Q (6181.510000 sec): 3 clusters
  Score: Raw -599467.654289 + Penalty 2808.325805 = -596659.328484
  nChanged 0
		SP:Iteration 34F (6181.520000 sec): 3 clusters
  Score: Raw -599467.654289 + Penalty 2808.325805 = -596659.328484
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (8610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6181.550000 sec): 2 clusters
  Score: Raw -1005945.211764 + Penalty 1472.360435 = -1004472.851329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6181.570000 sec): 3 clusters
  Score: Raw -1001168.554684 + Penalty 2944.720869 = -998223.833814
  nChanged 3689
		SP:Iteration 1F (6181.590000 sec): 3 clusters
  Score: Raw -1003103.888291 + Penalty 2944.720869 = -1000159.167421
  nChanged 551
		SP:Iteration 2F (6181.610000 sec): 3 clusters
  Score: Raw -1003351.780693 + Penalty 2944.720869 = -1000407.059824
  nChanged 461
		SP:Iteration 3F (6181.640000 sec): 3 clusters
  Score: Raw -1003572.859435 + Penalty 2944.720869 = -1000628.138566
  nChanged 383
		SP:Iteration 4Q (6181.660000 sec): 3 clusters
  Score: Raw -1003735.744454 + Penalty 2944.720869 = -1000791.023585
  nChanged 346
		SP:Iteration 5Q (6181.680000 sec): 3 clusters
  Score: Raw -1003880.586356 + Penalty 2944.720869 = -1000935.865487
  nChanged 323
		SP:Iteration 6Q (6181.700000 sec): 3 clusters
  Score: Raw -1004012.764783 + Penalty 2944.720869 = -1001068.043914
  nChanged 301
		SP:Iteration 7Q (6181.720000 sec): 3 clusters
  Score: Raw -1004132.553189 + Penalty 2944.720869 = -1001187.832319
  nChanged 301
		SP:Iteration 8Q (6181.740000 sec): 3 clusters
  Score: Raw -1004254.600023 + Penalty 2944.720869 = -1001309.879154
  nChanged 310
		SP:Iteration 9Q (6181.760000 sec): 3 clusters
  Score: Raw -1004391.917407 + Penalty 2944.720869 = -1001447.196538
  nChanged 296
		SP:Iteration 10Q (6181.790000 sec): 3 clusters
  Score: Raw -1004528.008625 + Penalty 2944.720869 = -1001583.287756
  nChanged 297
		SP:Iteration 11Q (6181.810000 sec): 3 clusters
  Score: Raw -1004660.757704 + Penalty 2944.720869 = -1001716.036835
  nChanged 282
		SP:Iteration 12Q (6181.830000 sec): 3 clusters
  Score: Raw -1004806.506078 + Penalty 2944.720869 = -1001861.785209
  nChanged 300
		SP:Iteration 13Q (6181.850000 sec): 3 clusters
  Score: Raw -1004967.776432 + Penalty 2944.720869 = -1002023.055562
  nChanged 286
		SP:Iteration 14Q (6181.880000 sec): 3 clusters
  Score: Raw -1005133.641390 + Penalty 2944.720869 = -1002188.920521
  nChanged 278
		SP:Iteration 15Q (6181.900000 sec): 3 clusters
  Score: Raw -1005297.308605 + Penalty 2944.720869 = -1002352.587736
  nChanged 259
		SP:Iteration 16Q (6181.920000 sec): 3 clusters
  Score: Raw -1005447.382790 + Penalty 2944.720869 = -1002502.661921
  nChanged 202
		SP:Iteration 17Q (6181.940000 sec): 3 clusters
  Score: Raw -1005575.149592 + Penalty 2944.720869 = -1002630.428722
  nChanged 183
		SP:Iteration 18Q (6181.960000 sec): 3 clusters
  Score: Raw -1005699.329453 + Penalty 2944.720869 = -1002754.608583
  nChanged 137
		SP:Iteration 19Q (6181.980000 sec): 3 clusters
  Score: Raw -1005781.757310 + Penalty 2944.720869 = -1002837.036440
  nChanged 99
		SP:Iteration 20F (6182.000000 sec): 3 clusters
  Score: Raw -1005843.396499 + Penalty 2944.720869 = -1002898.675630
  nChanged 76
		SP:Iteration 21Q (6182.020000 sec): 3 clusters
  Score: Raw -1005899.956591 + Penalty 2944.720869 = -1002955.235722
  nChanged 64
		SP:Iteration 22Q (6182.040000 sec): 3 clusters
  Score: Raw -1005952.554384 + Penalty 2944.720869 = -1003007.833515
  nChanged 63
		SP:Iteration 23Q (6182.060000 sec): 3 clusters
  Score: Raw -1005990.823403 + Penalty 2944.720869 = -1003046.102533
  nChanged 32
		SP:Iteration 24Q (6182.080000 sec): 3 clusters
  Score: Raw -1006014.043886 + Penalty 2944.720869 = -1003069.323017
  nChanged 34
		SP:Iteration 25Q (6182.100000 sec): 3 clusters
  Score: Raw -1006039.697371 + Penalty 2944.720869 = -1003094.976502
  nChanged 22
		SP:Iteration 26Q (6182.120000 sec): 3 clusters
  Score: Raw -1006056.066056 + Penalty 2944.720869 = -1003111.345187
  nChanged 17
		SP:Iteration 27Q (6182.140000 sec): 3 clusters
  Score: Raw -1006066.500172 + Penalty 2944.720869 = -1003121.779303
  nChanged 13
		SP:Iteration 28Q (6182.160000 sec): 3 clusters
  Score: Raw -1006077.388914 + Penalty 2944.720869 = -1003132.668044
  nChanged 14
		SP:Iteration 29Q (6182.180000 sec): 3 clusters
  Score: Raw -1006087.166091 + Penalty 2944.720869 = -1003142.445222
  nChanged 7
		SP:Iteration 30Q (6182.200000 sec): 3 clusters
  Score: Raw -1006091.998130 + Penalty 2944.720869 = -1003147.277261
  nChanged 7
		SP:Iteration 31Q (6182.220000 sec): 3 clusters
  Score: Raw -1006099.215945 + Penalty 2944.720869 = -1003154.495076
  nChanged 10
		SP:Iteration 32Q (6182.230000 sec): 3 clusters
  Score: Raw -1006106.413058 + Penalty 2944.720869 = -1003161.692189
  nChanged 5
		SP:Iteration 33Q (6182.250000 sec): 3 clusters
  Score: Raw -1006110.236283 + Penalty 2944.720869 = -1003165.515414
  nChanged 6
		SP:Iteration 34Q (6182.270000 sec): 3 clusters
  Score: Raw -1006113.037222 + Penalty 2944.720869 = -1003168.316353
  nChanged 6
		SP:Iteration 35Q (6182.280000 sec): 3 clusters
  Score: Raw -1006116.198021 + Penalty 2944.720869 = -1003171.477151
  nChanged 4
		SP:Iteration 36Q (6182.300000 sec): 3 clusters
  Score: Raw -1006118.649942 + Penalty 2944.720869 = -1003173.929073
  nChanged 1
		SP:Iteration 37Q (6182.320000 sec): 3 clusters
  Score: Raw -1006119.365589 + Penalty 2944.720869 = -1003174.644719
  nChanged 1
		SP:Iteration 38Q (6182.340000 sec): 3 clusters
  Score: Raw -1006120.798501 + Penalty 2944.720869 = -1003176.077632
  nChanged 3
		SP:Iteration 39Q (6182.360000 sec): 3 clusters
  Score: Raw -1006122.688282 + Penalty 2944.720869 = -1003177.967413
  nChanged 5
		SP:Iteration 40F (6182.380000 sec): 3 clusters
  Score: Raw -1006125.107270 + Penalty 2944.720869 = -1003180.386401
  nChanged 2
		SP:Iteration 41Q (6182.400000 sec): 3 clusters
  Score: Raw -1006126.160721 + Penalty 2944.720869 = -1003181.439852
  nChanged 3
		SP:Iteration 42Q (6182.420000 sec): 3 clusters
  Score: Raw -1006127.831618 + Penalty 2944.720869 = -1003183.110749
  nChanged 3
		SP:Iteration 43Q (6182.430000 sec): 3 clusters
  Score: Raw -1006128.756321 + Penalty 2944.720869 = -1003184.035452
  nChanged 0
		SP:Iteration 44F (6182.450000 sec): 3 clusters
  Score: Raw -1006128.756321 + Penalty 2944.720869 = -1003184.035452
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6182.890000 sec): 2 clusters
  Score: Raw -16321443.221361 + Penalty 1925.368031 = -16319517.853330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6183.270000 sec): 3 clusters
  Score: Raw -16229567.546152 + Penalty 3850.736062 = -16225716.810090
  nChanged 67301
		SP:Iteration 1F (6183.640000 sec): 3 clusters
  Score: Raw -16268623.909088 + Penalty 3850.736062 = -16264773.173026
  nChanged 4642
		SP:Iteration 2Q (6184.020000 sec): 3 clusters
  Score: Raw -16269858.797882 + Penalty 3850.736062 = -16266008.061821
  nChanged 5361
		SP:Iteration 3Q (6184.400000 sec): 3 clusters
  Score: Raw -16271640.151372 + Penalty 3850.736062 = -16267789.415310
  nChanged 6364
		SP:Iteration 4Q (6184.790000 sec): 3 clusters
  Score: Raw -16274106.982602 + Penalty 3850.736062 = -16270256.246540
  nChanged 7453
		SP:Iteration 5F (6185.160000 sec): 3 clusters
  Score: Raw -16277367.560552 + Penalty 3850.736062 = -16273516.824490
  nChanged 8232
		SP:Iteration 6F (6185.530000 sec): 3 clusters
  Score: Raw -16281251.441904 + Penalty 3850.736062 = -16277400.705843
  nChanged 8365
		SP:Iteration 7F (6185.910000 sec): 3 clusters
  Score: Raw -16285389.604059 + Penalty 3850.736062 = -16281538.867997
  nChanged 8109
		SP:Iteration 8F (6186.280000 sec): 3 clusters
  Score: Raw -16289550.732234 + Penalty 3850.736062 = -16285699.996172
  nChanged 7604
		SP:Iteration 9F (6186.650000 sec): 3 clusters
  Score: Raw -16293761.459619 + Penalty 3850.736062 = -16289910.723557
  nChanged 7108
		SP:Iteration 10F (6187.030000 sec): 3 clusters
  Score: Raw -16298113.098783 + Penalty 3850.736062 = -16294262.362721
  nChanged 6941
		SP:Iteration 11Q (6187.410000 sec): 3 clusters
  Score: Raw -16302911.855470 + Penalty 3850.736062 = -16299061.119409
  nChanged 6521
		SP:Iteration 12Q (6187.780000 sec): 3 clusters
  Score: Raw -16307955.300227 + Penalty 3850.736062 = -16304104.564166
  nChanged 5555
		SP:Iteration 13Q (6188.150000 sec): 3 clusters
  Score: Raw -16312662.758618 + Penalty 3850.736062 = -16308812.022556
  nChanged 4074
		SP:Iteration 14Q (6188.500000 sec): 3 clusters
  Score: Raw -16316166.150319 + Penalty 3850.736062 = -16312315.414258
  nChanged 2676
		SP:Iteration 15Q (6188.830000 sec): 3 clusters
  Score: Raw -16318385.510493 + Penalty 3850.736062 = -16314534.774431
  nChanged 1719
		SP:Iteration 16Q (6189.130000 sec): 3 clusters
  Score: Raw -16319754.369356 + Penalty 3850.736062 = -16315903.633294
  nChanged 1095
		SP:Iteration 17Q (6189.410000 sec): 3 clusters
  Score: Raw -16320549.993966 + Penalty 3850.736062 = -16316699.257904
  nChanged 707
		SP:Iteration 18Q (6189.690000 sec): 3 clusters
  Score: Raw -16321056.272858 + Penalty 3850.736062 = -16317205.536796
  nChanged 444
		SP:Iteration 19Q (6189.950000 sec): 3 clusters
  Score: Raw -16321351.768840 + Penalty 3850.736062 = -16317501.032779
  nChanged 300
		SP:Iteration 20F (6190.320000 sec): 3 clusters
  Score: Raw -16321524.609878 + Penalty 3850.736062 = -16317673.873817
  nChanged 197
		SP:Iteration 21Q (6190.590000 sec): 3 clusters
  Score: Raw -16321630.153367 + Penalty 3850.736062 = -16317779.417305
  nChanged 146
		SP:Iteration 22Q (6190.850000 sec): 3 clusters
  Score: Raw -16321702.091521 + Penalty 3850.736062 = -16317851.355459
  nChanged 102
		SP:Iteration 23Q (6191.110000 sec): 3 clusters
  Score: Raw -16321753.275187 + Penalty 3850.736062 = -16317902.539126
  nChanged 91
		SP:Iteration 24Q (6191.370000 sec): 3 clusters
  Score: Raw -16321795.141605 + Penalty 3850.736062 = -16317944.405543
  nChanged 83
		SP:Iteration 25Q (6191.630000 sec): 3 clusters
  Score: Raw -16321826.398151 + Penalty 3850.736062 = -16317975.662089
  nChanged 45
		SP:Iteration 26Q (6191.890000 sec): 3 clusters
  Score: Raw -16321842.123683 + Penalty 3850.736062 = -16317991.387621
  nChanged 42
		SP:Iteration 27Q (6192.150000 sec): 3 clusters
  Score: Raw -16321858.385970 + Penalty 3850.736062 = -16318007.649908
  nChanged 34
		SP:Iteration 28Q (6192.410000 sec): 3 clusters
  Score: Raw -16321873.476580 + Penalty 3850.736062 = -16318022.740519
  nChanged 33
		SP:Iteration 29Q (6192.670000 sec): 3 clusters
  Score: Raw -16321882.561240 + Penalty 3850.736062 = -16318031.825178
  nChanged 20
		SP:Iteration 30Q (6192.930000 sec): 3 clusters
  Score: Raw -16321889.881357 + Penalty 3850.736062 = -16318039.145296
  nChanged 22
		SP:Iteration 31Q (6193.190000 sec): 3 clusters
  Score: Raw -16321897.492071 + Penalty 3850.736062 = -16318046.756009
  nChanged 19
		SP:Iteration 32Q (6193.450000 sec): 3 clusters
  Score: Raw -16321904.184833 + Penalty 3850.736062 = -16318053.448771
  nChanged 14
		SP:Iteration 33Q (6193.710000 sec): 3 clusters
  Score: Raw -16321908.627632 + Penalty 3850.736062 = -16318057.891571
  nChanged 13
		SP:Iteration 34Q (6193.970000 sec): 3 clusters
  Score: Raw -16321913.041610 + Penalty 3850.736062 = -16318062.305549
  nChanged 16
		SP:Iteration 35Q (6194.230000 sec): 3 clusters
  Score: Raw -16321918.867191 + Penalty 3850.736062 = -16318068.131129
  nChanged 16
		SP:Iteration 36Q (6194.480000 sec): 3 clusters
  Score: Raw -16321924.794053 + Penalty 3850.736062 = -16318074.057991
  nChanged 16
		SP:Iteration 37Q (6194.750000 sec): 3 clusters
  Score: Raw -16321930.927388 + Penalty 3850.736062 = -16318080.191326
  nChanged 15
		SP:Iteration 38Q (6195.010000 sec): 3 clusters
  Score: Raw -16321937.201575 + Penalty 3850.736062 = -16318086.465513
  nChanged 16
		SP:Iteration 39Q (6195.270000 sec): 3 clusters
  Score: Raw -16321942.036117 + Penalty 3850.736062 = -16318091.300056
  nChanged 13
		SP:Iteration 40F (6195.630000 sec): 3 clusters
  Score: Raw -16321945.254398 + Penalty 3850.736062 = -16318094.518336
  nChanged 12
		SP:Iteration 41Q (6195.890000 sec): 3 clusters
  Score: Raw -16321949.294118 + Penalty 3850.736062 = -16318098.558057
  nChanged 9
		SP:Iteration 42Q (6196.150000 sec): 3 clusters
  Score: Raw -16321952.621296 + Penalty 3850.736062 = -16318101.885235
  nChanged 10
		SP:Iteration 43Q (6196.410000 sec): 3 clusters
  Score: Raw -16321956.530443 + Penalty 3850.736062 = -16318105.794381
  nChanged 8
		SP:Iteration 44Q (6196.670000 sec): 3 clusters
  Score: Raw -16321959.352808 + Penalty 3850.736062 = -16318108.616747
  nChanged 10
		SP:Iteration 45Q (6196.930000 sec): 3 clusters
  Score: Raw -16321962.418557 + Penalty 3850.736062 = -16318111.682496
  nChanged 5
		SP:Iteration 46Q (6197.190000 sec): 3 clusters
  Score: Raw -16321963.584201 + Penalty 3850.736062 = -16318112.848139
  nChanged 3
		SP:Iteration 47Q (6197.450000 sec): 3 clusters
  Score: Raw -16321964.769367 + Penalty 3850.736062 = -16318114.033305
  nChanged 5
		SP:Iteration 48Q (6197.710000 sec): 3 clusters
  Score: Raw -16321965.805981 + Penalty 3850.736062 = -16318115.069919
  nChanged 2
		SP:Iteration 49Q (6197.960000 sec): 3 clusters
  Score: Raw -16321966.141395 + Penalty 3850.736062 = -16318115.405333
  nChanged 1
		SP:Iteration 50Q (6198.220000 sec): 3 clusters
  Score: Raw -16321966.343941 + Penalty 3850.736062 = -16318115.607880
  nChanged 0
		SP:Iteration 51F (6198.590000 sec): 3 clusters
  Score: Raw -16321966.343941 + Penalty 3850.736062 = -16318115.607880
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (18935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6198.720000 sec): 2 clusters
  Score: Raw -2166322.996852 + Penalty 1600.424693 = -2164722.572159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6198.760000 sec): 3 clusters
  Score: Raw -2154995.465282 + Penalty 3200.849386 = -2151794.615896
  nChanged 8514
		SP:Iteration 1F (6198.820000 sec): 3 clusters
  Score: Raw -2159730.602696 + Penalty 3200.849386 = -2156529.753310
  nChanged 1103
		SP:Iteration 2F (6198.860000 sec): 3 clusters
  Score: Raw -2160311.709925 + Penalty 3200.849386 = -2157110.860539
  nChanged 1156
		SP:Iteration 3F (6198.910000 sec): 3 clusters
  Score: Raw -2160979.680074 + Penalty 3200.849386 = -2157778.830689
  nChanged 1125
		SP:Iteration 4F (6198.960000 sec): 3 clusters
  Score: Raw -2161648.608929 + Penalty 3200.849386 = -2158447.759543
  nChanged 1139
		SP:Iteration 5F (6199.010000 sec): 3 clusters
  Score: Raw -2162348.233590 + Penalty 3200.849386 = -2159147.384204
  nChanged 1102
		SP:Iteration 6F (6199.060000 sec): 3 clusters
  Score: Raw -2163000.316312 + Penalty 3200.849386 = -2159799.466926
  nChanged 987
		SP:Iteration 7F (6199.110000 sec): 3 clusters
  Score: Raw -2163585.931371 + Penalty 3200.849386 = -2160385.081985
  nChanged 906
		SP:Iteration 8Q (6199.160000 sec): 3 clusters
  Score: Raw -2164094.749170 + Penalty 3200.849386 = -2160893.899785
  nChanged 732
		SP:Iteration 9Q (6199.210000 sec): 3 clusters
  Score: Raw -2164538.856955 + Penalty 3200.849386 = -2161338.007569
  nChanged 722
		SP:Iteration 10Q (6199.260000 sec): 3 clusters
  Score: Raw -2164991.730629 + Penalty 3200.849386 = -2161790.881244
  nChanged 667
		SP:Iteration 11Q (6199.300000 sec): 3 clusters
  Score: Raw -2165447.012683 + Penalty 3200.849386 = -2162246.163298
  nChanged 648
		SP:Iteration 12Q (6199.350000 sec): 3 clusters
  Score: Raw -2165961.499569 + Penalty 3200.849386 = -2162760.650183
  nChanged 669
		SP:Iteration 13Q (6199.400000 sec): 3 clusters
  Score: Raw -2166571.079406 + Penalty 3200.849386 = -2163370.230021
  nChanged 661
		SP:Iteration 14Q (6199.440000 sec): 3 clusters
  Score: Raw -2167247.038995 + Penalty 3200.849386 = -2164046.189609
  nChanged 591
		SP:Iteration 15Q (6199.480000 sec): 3 clusters
  Score: Raw -2167749.282514 + Penalty 3200.849386 = -2164548.433129
  nChanged 409
		SP:Iteration 16Q (6199.530000 sec): 3 clusters
  Score: Raw -2168024.971172 + Penalty 3200.849386 = -2164824.121787
  nChanged 283
		SP:Iteration 17Q (6199.570000 sec): 3 clusters
  Score: Raw -2168164.989082 + Penalty 3200.849386 = -2164964.139697
  nChanged 193
		SP:Iteration 18Q (6199.620000 sec): 3 clusters
  Score: Raw -2168231.624668 + Penalty 3200.849386 = -2165030.775282
  nChanged 130
		SP:Iteration 19Q (6199.660000 sec): 3 clusters
  Score: Raw -2168264.229698 + Penalty 3200.849386 = -2165063.380312
  nChanged 85
		SP:Iteration 20F (6199.710000 sec): 3 clusters
  Score: Raw -2168280.700090 + Penalty 3200.849386 = -2165079.850704
  nChanged 55
		SP:Iteration 21Q (6199.750000 sec): 3 clusters
  Score: Raw -2168291.734454 + Penalty 3200.849386 = -2165090.885068
  nChanged 44
		SP:Iteration 22Q (6199.790000 sec): 3 clusters
  Score: Raw -2168297.733037 + Penalty 3200.849386 = -2165096.883651
  nChanged 33
		SP:Iteration 23Q (6199.840000 sec): 3 clusters
  Score: Raw -2168301.708727 + Penalty 3200.849386 = -2165100.859341
  nChanged 27
		SP:Iteration 24Q (6199.880000 sec): 3 clusters
  Score: Raw -2168304.485768 + Penalty 3200.849386 = -2165103.636383
  nChanged 28
		SP:Iteration 25Q (6199.930000 sec): 3 clusters
  Score: Raw -2168306.852059 + Penalty 3200.849386 = -2165106.002673
  nChanged 11
		SP:Iteration 26Q (6199.970000 sec): 3 clusters
  Score: Raw -2168307.788615 + Penalty 3200.849386 = -2165106.939229
  nChanged 9
		SP:Iteration 27Q (6200.010000 sec): 3 clusters
  Score: Raw -2168308.478493 + Penalty 3200.849386 = -2165107.629108
  nChanged 11
		SP:Iteration 28Q (6200.050000 sec): 3 clusters
  Score: Raw -2168309.261287 + Penalty 3200.849386 = -2165108.411901
  nChanged 13
		SP:Iteration 29Q (6200.090000 sec): 3 clusters
  Score: Raw -2168310.398843 + Penalty 3200.849386 = -2165109.549457
  nChanged 15
		SP:Iteration 30Q (6200.140000 sec): 3 clusters
  Score: Raw -2168311.584268 + Penalty 3200.849386 = -2165110.734882
  nChanged 11
		SP:Iteration 31Q (6200.180000 sec): 3 clusters
  Score: Raw -2168312.222533 + Penalty 3200.849386 = -2165111.373147
  nChanged 13
		SP:Iteration 32Q (6200.220000 sec): 3 clusters
  Score: Raw -2168313.278367 + Penalty 3200.849386 = -2165112.428981
  nChanged 6
		SP:Iteration 33Q (6200.270000 sec): 3 clusters
  Score: Raw -2168313.610623 + Penalty 3200.849386 = -2165112.761237
  nChanged 5
		SP:Iteration 34Q (6200.310000 sec): 3 clusters
  Score: Raw -2168313.988830 + Penalty 3200.849386 = -2165113.139445
  nChanged 5
		SP:Iteration 35Q (6200.350000 sec): 3 clusters
  Score: Raw -2168314.262094 + Penalty 3200.849386 = -2165113.412708
  nChanged 5
		SP:Iteration 36Q (6200.390000 sec): 3 clusters
  Score: Raw -2168314.540255 + Penalty 3200.849386 = -2165113.690870
  nChanged 1
		SP:Iteration 37Q (6200.440000 sec): 3 clusters
  Score: Raw -2168314.572118 + Penalty 3200.849386 = -2165113.722733
  nChanged 0
		SP:Iteration 38F (6200.490000 sec): 3 clusters
  Score: Raw -2168314.572118 + Penalty 3200.849386 = -2165113.722733
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6200.600000 sec): 2 clusters
  Score: Raw -3832612.056756 + Penalty 1702.710282 = -3830909.346473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6200.700000 sec): 3 clusters
  Score: Raw -3810415.684585 + Penalty 3405.420564 = -3807010.264020
  nChanged 16385
		SP:Iteration 1F (6200.790000 sec): 3 clusters
  Score: Raw -3819697.105129 + Penalty 3405.420564 = -3816291.684565
  nChanged 1825
		SP:Iteration 2F (6200.890000 sec): 3 clusters
  Score: Raw -3820417.727862 + Penalty 3405.420564 = -3817012.307298
  nChanged 1879
		SP:Iteration 3F (6200.980000 sec): 3 clusters
  Score: Raw -3821221.890919 + Penalty 3405.420564 = -3817816.470355
  nChanged 1861
		SP:Iteration 4F (6201.070000 sec): 3 clusters
  Score: Raw -3822045.687973 + Penalty 3405.420564 = -3818640.267409
  nChanged 1783
		SP:Iteration 5F (6201.170000 sec): 3 clusters
  Score: Raw -3822894.505884 + Penalty 3405.420564 = -3819489.085320
  nChanged 1777
		SP:Iteration 6F (6201.270000 sec): 3 clusters
  Score: Raw -3823739.765218 + Penalty 3405.420564 = -3820334.344654
  nChanged 1679
		SP:Iteration 7Q (6201.360000 sec): 3 clusters
  Score: Raw -3824516.972248 + Penalty 3405.420564 = -3821111.551683
  nChanged 1519
		SP:Iteration 8Q (6201.460000 sec): 3 clusters
  Score: Raw -3825199.733124 + Penalty 3405.420564 = -3821794.312559
  nChanged 1385
		SP:Iteration 9Q (6201.550000 sec): 3 clusters
  Score: Raw -3825805.605099 + Penalty 3405.420564 = -3822400.184535
  nChanged 1268
		SP:Iteration 10Q (6201.650000 sec): 3 clusters
  Score: Raw -3826366.536330 + Penalty 3405.420564 = -3822961.115765
  nChanged 1157
		SP:Iteration 11Q (6201.740000 sec): 3 clusters
  Score: Raw -3826881.234873 + Penalty 3405.420564 = -3823475.814309
  nChanged 1062
		SP:Iteration 12Q (6201.840000 sec): 3 clusters
  Score: Raw -3827387.890397 + Penalty 3405.420564 = -3823982.469832
  nChanged 1085
		SP:Iteration 13Q (6201.930000 sec): 3 clusters
  Score: Raw -3827922.573226 + Penalty 3405.420564 = -3824517.152661
  nChanged 1066
		SP:Iteration 14Q (6202.030000 sec): 3 clusters
  Score: Raw -3828445.330293 + Penalty 3405.420564 = -3825039.909728
  nChanged 1011
		SP:Iteration 15Q (6202.120000 sec): 3 clusters
  Score: Raw -3828962.033552 + Penalty 3405.420564 = -3825556.612988
  nChanged 978
		SP:Iteration 16Q (6202.210000 sec): 3 clusters
  Score: Raw -3829482.320556 + Penalty 3405.420564 = -3826076.899992
  nChanged 955
		SP:Iteration 17Q (6202.290000 sec): 3 clusters
  Score: Raw -3830023.068483 + Penalty 3405.420564 = -3826617.647918
  nChanged 852
		SP:Iteration 18Q (6202.380000 sec): 3 clusters
  Score: Raw -3830520.863140 + Penalty 3405.420564 = -3827115.442575
  nChanged 776
		SP:Iteration 19Q (6202.460000 sec): 3 clusters
  Score: Raw -3831006.109414 + Penalty 3405.420564 = -3827600.688850
  nChanged 687
		SP:Iteration 20F (6202.560000 sec): 3 clusters
  Score: Raw -3831431.516039 + Penalty 3405.420564 = -3828026.095475
  nChanged 548
		SP:Iteration 21Q (6202.640000 sec): 3 clusters
  Score: Raw -3831750.483552 + Penalty 3405.420564 = -3828345.062988
  nChanged 469
		SP:Iteration 22Q (6202.710000 sec): 3 clusters
  Score: Raw -3832031.427575 + Penalty 3405.420564 = -3828626.007011
  nChanged 401
		SP:Iteration 23Q (6202.790000 sec): 3 clusters
  Score: Raw -3832285.576767 + Penalty 3405.420564 = -3828880.156202
  nChanged 306
		SP:Iteration 24Q (6202.870000 sec): 3 clusters
  Score: Raw -3832464.868770 + Penalty 3405.420564 = -3829059.448205
  nChanged 223
		SP:Iteration 25Q (6202.940000 sec): 3 clusters
  Score: Raw -3832577.485317 + Penalty 3405.420564 = -3829172.064753
  nChanged 176
		SP:Iteration 26Q (6203.010000 sec): 3 clusters
  Score: Raw -3832668.843277 + Penalty 3405.420564 = -3829263.422712
  nChanged 146
		SP:Iteration 27Q (6203.080000 sec): 3 clusters
  Score: Raw -3832741.790680 + Penalty 3405.420564 = -3829336.370116
  nChanged 115
		SP:Iteration 28Q (6203.150000 sec): 3 clusters
  Score: Raw -3832803.664813 + Penalty 3405.420564 = -3829398.244249
  nChanged 107
		SP:Iteration 29Q (6203.220000 sec): 3 clusters
  Score: Raw -3832861.235888 + Penalty 3405.420564 = -3829455.815323
  nChanged 100
		SP:Iteration 30Q (6203.290000 sec): 3 clusters
  Score: Raw -3832915.880886 + Penalty 3405.420564 = -3829510.460322
  nChanged 77
		SP:Iteration 31Q (6203.360000 sec): 3 clusters
  Score: Raw -3832958.264594 + Penalty 3405.420564 = -3829552.844029
  nChanged 67
		SP:Iteration 32Q (6203.430000 sec): 3 clusters
  Score: Raw -3832992.352158 + Penalty 3405.420564 = -3829586.931594
  nChanged 45
		SP:Iteration 33Q (6203.490000 sec): 3 clusters
  Score: Raw -3833022.749834 + Penalty 3405.420564 = -3829617.329270
  nChanged 38
		SP:Iteration 34Q (6203.560000 sec): 3 clusters
  Score: Raw -3833043.885221 + Penalty 3405.420564 = -3829638.464656
  nChanged 37
		SP:Iteration 35Q (6203.630000 sec): 3 clusters
  Score: Raw -3833059.987882 + Penalty 3405.420564 = -3829654.567318
  nChanged 24
		SP:Iteration 36Q (6203.700000 sec): 3 clusters
  Score: Raw -3833070.833539 + Penalty 3405.420564 = -3829665.412975
  nChanged 23
		SP:Iteration 37Q (6203.760000 sec): 3 clusters
  Score: Raw -3833086.836415 + Penalty 3405.420564 = -3829681.415850
  nChanged 30
		SP:Iteration 38Q (6203.830000 sec): 3 clusters
  Score: Raw -3833102.281203 + Penalty 3405.420564 = -3829696.860639
  nChanged 22
		SP:Iteration 39Q (6203.900000 sec): 3 clusters
  Score: Raw -3833111.059111 + Penalty 3405.420564 = -3829705.638547
  nChanged 14
		SP:Iteration 40F (6203.990000 sec): 3 clusters
  Score: Raw -3833116.211197 + Penalty 3405.420564 = -3829710.790633
  nChanged 8
		SP:Iteration 41Q (6204.050000 sec): 3 clusters
  Score: Raw -3833118.776865 + Penalty 3405.420564 = -3829713.356301
  nChanged 10
		SP:Iteration 42Q (6204.120000 sec): 3 clusters
  Score: Raw -3833122.551560 + Penalty 3405.420564 = -3829717.130995
  nChanged 9
		SP:Iteration 43Q (6204.190000 sec): 3 clusters
  Score: Raw -3833127.396591 + Penalty 3405.420564 = -3829721.976026
  nChanged 15
		SP:Iteration 44Q (6204.250000 sec): 3 clusters
  Score: Raw -3833137.121468 + Penalty 3405.420564 = -3829731.700904
  nChanged 16
		SP:Iteration 45Q (6204.320000 sec): 3 clusters
  Score: Raw -3833146.268704 + Penalty 3405.420564 = -3829740.848140
  nChanged 18
		SP:Iteration 46Q (6204.390000 sec): 3 clusters
  Score: Raw -3833156.358471 + Penalty 3405.420564 = -3829750.937907
  nChanged 14
		SP:Iteration 47Q (6204.450000 sec): 3 clusters
  Score: Raw -3833163.098873 + Penalty 3405.420564 = -3829757.678309
  nChanged 15
		SP:Iteration 48Q (6204.520000 sec): 3 clusters
  Score: Raw -3833171.184427 + Penalty 3405.420564 = -3829765.763863
  nChanged 18
		SP:Iteration 49Q (6204.580000 sec): 3 clusters
  Score: Raw -3833179.034530 + Penalty 3405.420564 = -3829773.613965
  nChanged 17
		SP:Iteration 50Q (6204.650000 sec): 3 clusters
  Score: Raw -3833186.616453 + Penalty 3405.420564 = -3829781.195889
  nChanged 15
		SP:Iteration 51Q (6204.710000 sec): 3 clusters
  Score: Raw -3833193.309806 + Penalty 3405.420564 = -3829787.889241
  nChanged 14
		SP:Iteration 52Q (6204.780000 sec): 3 clusters
  Score: Raw -3833198.832856 + Penalty 3405.420564 = -3829793.412292
  nChanged 11
		SP:Iteration 53Q (6204.850000 sec): 3 clusters
  Score: Raw -3833203.348866 + Penalty 3405.420564 = -3829797.928302
  nChanged 13
		SP:Iteration 54Q (6204.910000 sec): 3 clusters
  Score: Raw -3833208.180656 + Penalty 3405.420564 = -3829802.760092
  nChanged 11
		SP:Iteration 55Q (6204.980000 sec): 3 clusters
  Score: Raw -3833213.240430 + Penalty 3405.420564 = -3829807.819866
  nChanged 9
		SP:Iteration 56Q (6205.050000 sec): 3 clusters
  Score: Raw -3833216.474432 + Penalty 3405.420564 = -3829811.053867
  nChanged 9
		SP:Iteration 57Q (6205.110000 sec): 3 clusters
  Score: Raw -3833220.920750 + Penalty 3405.420564 = -3829815.500186
  nChanged 8
		SP:Iteration 58Q (6205.180000 sec): 3 clusters
  Score: Raw -3833225.029233 + Penalty 3405.420564 = -3829819.608668
  nChanged 5
		SP:Iteration 59Q (6205.240000 sec): 3 clusters
  Score: Raw -3833226.820502 + Penalty 3405.420564 = -3829821.399938
  nChanged 5
		SP:Iteration 60F (6205.330000 sec): 3 clusters
  Score: Raw -3833228.650887 + Penalty 3405.420564 = -3829823.230322
  nChanged 5
		SP:Iteration 61Q (6205.400000 sec): 3 clusters
  Score: Raw -3833229.673885 + Penalty 3405.420564 = -3829824.253321
  nChanged 0
		SP:Iteration 62F (6205.490000 sec): 3 clusters
  Score: Raw -3833229.673885 + Penalty 3405.420564 = -3829824.253321
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6205.590000 sec): 2 clusters
  Score: Raw -4299205.419978 + Penalty 1708.023433 = -4297497.396545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6205.690000 sec): 3 clusters
  Score: Raw -4276444.342048 + Penalty 3416.046866 = -4273028.295182
  nChanged 16857
		SP:Iteration 1F (6205.790000 sec): 3 clusters
  Score: Raw -4286313.729471 + Penalty 3416.046866 = -4282897.682606
  nChanged 2020
		SP:Iteration 2F (6205.890000 sec): 3 clusters
  Score: Raw -4287269.777006 + Penalty 3416.046866 = -4283853.730141
  nChanged 2387
		SP:Iteration 3F (6205.980000 sec): 3 clusters
  Score: Raw -4288689.633935 + Penalty 3416.046866 = -4285273.587069
  nChanged 2605
		SP:Iteration 4F (6206.080000 sec): 3 clusters
  Score: Raw -4290341.778955 + Penalty 3416.046866 = -4286925.732089
  nChanged 2501
		SP:Iteration 5F (6206.180000 sec): 3 clusters
  Score: Raw -4291912.103545 + Penalty 3416.046866 = -4288496.056680
  nChanged 2214
		SP:Iteration 6F (6206.270000 sec): 3 clusters
  Score: Raw -4293271.155852 + Penalty 3416.046866 = -4289855.108986
  nChanged 1799
		SP:Iteration 7Q (6206.370000 sec): 3 clusters
  Score: Raw -4294368.390098 + Penalty 3416.046866 = -4290952.343232
  nChanged 1357
		SP:Iteration 8Q (6206.470000 sec): 3 clusters
  Score: Raw -4295294.149214 + Penalty 3416.046866 = -4291878.102349
  nChanged 1151
		SP:Iteration 9Q (6206.570000 sec): 3 clusters
  Score: Raw -4296166.684181 + Penalty 3416.046866 = -4292750.637315
  nChanged 931
		SP:Iteration 10Q (6206.660000 sec): 3 clusters
  Score: Raw -4296818.239570 + Penalty 3416.046866 = -4293402.192704
  nChanged 774
		SP:Iteration 11Q (6206.750000 sec): 3 clusters
  Score: Raw -4297317.587778 + Penalty 3416.046866 = -4293901.540912
  nChanged 595
		SP:Iteration 12Q (6206.850000 sec): 3 clusters
  Score: Raw -4297645.342201 + Penalty 3416.046866 = -4294229.295336
  nChanged 460
		SP:Iteration 13Q (6206.930000 sec): 3 clusters
  Score: Raw -4297884.525564 + Penalty 3416.046866 = -4294468.478699
  nChanged 397
		SP:Iteration 14Q (6207.020000 sec): 3 clusters
  Score: Raw -4298060.105181 + Penalty 3416.046866 = -4294644.058315
  nChanged 340
		SP:Iteration 15Q (6207.110000 sec): 3 clusters
  Score: Raw -4298179.293146 + Penalty 3416.046866 = -4294763.246280
  nChanged 308
		SP:Iteration 16Q (6207.190000 sec): 3 clusters
  Score: Raw -4298286.976970 + Penalty 3416.046866 = -4294870.930105
  nChanged 291
		SP:Iteration 17Q (6207.270000 sec): 3 clusters
  Score: Raw -4298383.760353 + Penalty 3416.046866 = -4294967.713488
  nChanged 253
		SP:Iteration 18Q (6207.360000 sec): 3 clusters
  Score: Raw -4298458.726112 + Penalty 3416.046866 = -4295042.679246
  nChanged 213
		SP:Iteration 19Q (6207.440000 sec): 3 clusters
  Score: Raw -4298516.135134 + Penalty 3416.046866 = -4295100.088269
  nChanged 198
		SP:Iteration 20F (6207.540000 sec): 3 clusters
  Score: Raw -4298564.002974 + Penalty 3416.046866 = -4295147.956108
  nChanged 177
		SP:Iteration 21Q (6207.620000 sec): 3 clusters
  Score: Raw -4298601.576334 + Penalty 3416.046866 = -4295185.529468
  nChanged 163
		SP:Iteration 22Q (6207.700000 sec): 3 clusters
  Score: Raw -4298642.052125 + Penalty 3416.046866 = -4295226.005260
  nChanged 162
		SP:Iteration 23Q (6207.780000 sec): 3 clusters
  Score: Raw -4298681.514970 + Penalty 3416.046866 = -4295265.468104
  nChanged 175
		SP:Iteration 24Q (6207.860000 sec): 3 clusters
  Score: Raw -4298727.301346 + Penalty 3416.046866 = -4295311.254481
  nChanged 179
		SP:Iteration 25Q (6207.940000 sec): 3 clusters
  Score: Raw -4298771.739262 + Penalty 3416.046866 = -4295355.692396
  nChanged 154
		SP:Iteration 26Q (6208.020000 sec): 3 clusters
  Score: Raw -4298808.605958 + Penalty 3416.046866 = -4295392.559092
  nChanged 132
		SP:Iteration 27Q (6208.100000 sec): 3 clusters
  Score: Raw -4298840.292426 + Penalty 3416.046866 = -4295424.245560
  nChanged 130
		SP:Iteration 28Q (6208.180000 sec): 3 clusters
  Score: Raw -4298873.477115 + Penalty 3416.046866 = -4295457.430250
  nChanged 135
		SP:Iteration 29Q (6208.260000 sec): 3 clusters
  Score: Raw -4298909.286937 + Penalty 3416.046866 = -4295493.240071
  nChanged 133
		SP:Iteration 30Q (6208.340000 sec): 3 clusters
  Score: Raw -4298941.373232 + Penalty 3416.046866 = -4295525.326366
  nChanged 118
		SP:Iteration 31Q (6208.420000 sec): 3 clusters
  Score: Raw -4298971.478600 + Penalty 3416.046866 = -4295555.431734
  nChanged 129
		SP:Iteration 32Q (6208.490000 sec): 3 clusters
  Score: Raw -4299009.128888 + Penalty 3416.046866 = -4295593.082022
  nChanged 131
		SP:Iteration 33Q (6208.570000 sec): 3 clusters
  Score: Raw -4299050.126011 + Penalty 3416.046866 = -4295634.079145
  nChanged 138
		SP:Iteration 34Q (6208.650000 sec): 3 clusters
  Score: Raw -4299092.274306 + Penalty 3416.046866 = -4295676.227441
  nChanged 121
		SP:Iteration 35Q (6208.730000 sec): 3 clusters
  Score: Raw -4299127.742254 + Penalty 3416.046866 = -4295711.695388
  nChanged 125
		SP:Iteration 36Q (6208.800000 sec): 3 clusters
  Score: Raw -4299166.250280 + Penalty 3416.046866 = -4295750.203414
  nChanged 118
		SP:Iteration 37Q (6208.880000 sec): 3 clusters
  Score: Raw -4299198.965246 + Penalty 3416.046866 = -4295782.918381
  nChanged 95
		SP:Iteration 38Q (6208.960000 sec): 3 clusters
  Score: Raw -4299224.282498 + Penalty 3416.046866 = -4295808.235632
  nChanged 90
		SP:Iteration 39Q (6209.030000 sec): 3 clusters
  Score: Raw -4299254.008187 + Penalty 3416.046866 = -4295837.961321
  nChanged 91
		SP:Iteration 40F (6209.130000 sec): 3 clusters
  Score: Raw -4299285.434022 + Penalty 3416.046866 = -4295869.387156
  nChanged 109
		SP:Iteration 41Q (6209.200000 sec): 3 clusters
  Score: Raw -4299329.512554 + Penalty 3416.046866 = -4295913.465688
  nChanged 118
		SP:Iteration 42Q (6209.270000 sec): 3 clusters
  Score: Raw -4299373.990617 + Penalty 3416.046866 = -4295957.943751
  nChanged 97
		SP:Iteration 43Q (6209.350000 sec): 3 clusters
  Score: Raw -4299405.063122 + Penalty 3416.046866 = -4295989.016257
  nChanged 98
		SP:Iteration 44Q (6209.420000 sec): 3 clusters
  Score: Raw -4299436.884663 + Penalty 3416.046866 = -4296020.837797
  nChanged 91
		SP:Iteration 45Q (6209.490000 sec): 3 clusters
  Score: Raw -4299466.906297 + Penalty 3416.046866 = -4296050.859431
  nChanged 86
		SP:Iteration 46Q (6209.570000 sec): 3 clusters
  Score: Raw -4299496.664060 + Penalty 3416.046866 = -4296080.617195
  nChanged 79
		SP:Iteration 47Q (6209.640000 sec): 3 clusters
  Score: Raw -4299524.599656 + Penalty 3416.046866 = -4296108.552790
  nChanged 73
		SP:Iteration 48Q (6209.710000 sec): 3 clusters
  Score: Raw -4299548.935011 + Penalty 3416.046866 = -4296132.888145
  nChanged 79
		SP:Iteration 49Q (6209.780000 sec): 3 clusters
  Score: Raw -4299578.618340 + Penalty 3416.046866 = -4296162.571474
  nChanged 68
		SP:Iteration 50Q (6209.850000 sec): 3 clusters
  Score: Raw -4299602.468245 + Penalty 3416.046866 = -4296186.421379
  nChanged 70
		SP:Iteration 51Q (6209.930000 sec): 3 clusters
  Score: Raw -4299625.757031 + Penalty 3416.046866 = -4296209.710166
  nChanged 66
		SP:Iteration 52Q (6210.000000 sec): 3 clusters
  Score: Raw -4299647.601217 + Penalty 3416.046866 = -4296231.554352
  nChanged 56
		SP:Iteration 53Q (6210.070000 sec): 3 clusters
  Score: Raw -4299667.963815 + Penalty 3416.046866 = -4296251.916949
  nChanged 52
		SP:Iteration 54Q (6210.140000 sec): 3 clusters
  Score: Raw -4299681.648051 + Penalty 3416.046866 = -4296265.601186
  nChanged 37
		SP:Iteration 55Q (6210.210000 sec): 3 clusters
  Score: Raw -4299691.914144 + Penalty 3416.046866 = -4296275.867279
  nChanged 32
		SP:Iteration 56Q (6210.280000 sec): 3 clusters
  Score: Raw -4299704.278003 + Penalty 3416.046866 = -4296288.231138
  nChanged 42
		SP:Iteration 57Q (6210.350000 sec): 3 clusters
  Score: Raw -4299718.220934 + Penalty 3416.046866 = -4296302.174069
  nChanged 39
		SP:Iteration 58Q (6210.420000 sec): 3 clusters
  Score: Raw -4299729.275019 + Penalty 3416.046866 = -4296313.228154
  nChanged 33
		SP:Iteration 59Q (6210.490000 sec): 3 clusters
  Score: Raw -4299736.073120 + Penalty 3416.046866 = -4296320.026255
  nChanged 37
		SP:Iteration 60F (6210.590000 sec): 3 clusters
  Score: Raw -4299743.692272 + Penalty 3416.046866 = -4296327.645406
  nChanged 29
		SP:Iteration 61Q (6210.650000 sec): 3 clusters
  Score: Raw -4299749.647190 + Penalty 3416.046866 = -4296333.600324
  nChanged 12
		SP:Iteration 62Q (6210.730000 sec): 3 clusters
  Score: Raw -4299751.702323 + Penalty 3416.046866 = -4296335.655458
  nChanged 11
		SP:Iteration 63Q (6210.790000 sec): 3 clusters
  Score: Raw -4299753.473801 + Penalty 3416.046866 = -4296337.426935
  nChanged 10
		SP:Iteration 64Q (6210.870000 sec): 3 clusters
  Score: Raw -4299755.400406 + Penalty 3416.046866 = -4296339.353540
  nChanged 17
		SP:Iteration 65Q (6210.930000 sec): 3 clusters
  Score: Raw -4299760.482682 + Penalty 3416.046866 = -4296344.435816
  nChanged 26
		SP:Iteration 66Q (6211.010000 sec): 3 clusters
  Score: Raw -4299766.863985 + Penalty 3416.046866 = -4296350.817119
  nChanged 17
		SP:Iteration 67Q (6211.070000 sec): 3 clusters
  Score: Raw -4299770.848269 + Penalty 3416.046866 = -4296354.801404
  nChanged 20
		SP:Iteration 68Q (6211.150000 sec): 3 clusters
  Score: Raw -4299775.158061 + Penalty 3416.046866 = -4296359.111195
  nChanged 21
		SP:Iteration 69Q (6211.210000 sec): 3 clusters
  Score: Raw -4299780.089530 + Penalty 3416.046866 = -4296364.042664
  nChanged 15
		SP:Iteration 70Q (6211.280000 sec): 3 clusters
  Score: Raw -4299782.273087 + Penalty 3416.046866 = -4296366.226222
  nChanged 15
		SP:Iteration 71Q (6211.350000 sec): 3 clusters
  Score: Raw -4299785.264250 + Penalty 3416.046866 = -4296369.217385
  nChanged 11
		SP:Iteration 72Q (6211.420000 sec): 3 clusters
  Score: Raw -4299787.693561 + Penalty 3416.046866 = -4296371.646695
  nChanged 13
		SP:Iteration 73Q (6211.490000 sec): 3 clusters
  Score: Raw -4299790.353050 + Penalty 3416.046866 = -4296374.306184
  nChanged 9
		SP:Iteration 74Q (6211.560000 sec): 3 clusters
  Score: Raw -4299792.042872 + Penalty 3416.046866 = -4296375.996006
  nChanged 8
		SP:Iteration 75Q (6211.630000 sec): 3 clusters
  Score: Raw -4299793.437384 + Penalty 3416.046866 = -4296377.390519
  nChanged 7
		SP:Iteration 76Q (6211.700000 sec): 3 clusters
  Score: Raw -4299794.293052 + Penalty 3416.046866 = -4296378.246187
  nChanged 8
		SP:Iteration 77Q (6211.770000 sec): 3 clusters
  Score: Raw -4299795.505172 + Penalty 3416.046866 = -4296379.458307
  nChanged 11
		SP:Iteration 78Q (6211.840000 sec): 3 clusters
  Score: Raw -4299797.679744 + Penalty 3416.046866 = -4296381.632878
  nChanged 11
		SP:Iteration 79Q (6211.910000 sec): 3 clusters
  Score: Raw -4299799.886600 + Penalty 3416.046866 = -4296383.839735
  nChanged 9
		SP:Iteration 80F (6212.000000 sec): 3 clusters
  Score: Raw -4299802.363097 + Penalty 3416.046866 = -4296386.316231
  nChanged 10
		SP:Iteration 81Q (6212.070000 sec): 3 clusters
  Score: Raw -4299803.867074 + Penalty 3416.046866 = -4296387.820209
  nChanged 5
		SP:Iteration 82Q (6212.140000 sec): 3 clusters
  Score: Raw -4299804.290824 + Penalty 3416.046866 = -4296388.243959
  nChanged 2
		SP:Iteration 83Q (6212.210000 sec): 3 clusters
  Score: Raw -4299804.436171 + Penalty 3416.046866 = -4296388.389305
  nChanged 2
		SP:Iteration 84Q (6212.280000 sec): 3 clusters
  Score: Raw -4299804.638751 + Penalty 3416.046866 = -4296388.591886
  nChanged 1
		SP:Iteration 85Q (6212.350000 sec): 3 clusters
  Score: Raw -4299804.707691 + Penalty 3416.046866 = -4296388.660825
  nChanged 3
		SP:Iteration 86Q (6212.420000 sec): 3 clusters
  Score: Raw -4299804.931223 + Penalty 3416.046866 = -4296388.884357
  nChanged 0
		SP:Iteration 87F (6212.510000 sec): 3 clusters
  Score: Raw -4299804.931223 + Penalty 3416.046866 = -4296388.884357
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6212.560000 sec): 2 clusters
  Score: Raw -1420738.084942 + Penalty 1531.714520 = -1419206.370422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6212.590000 sec): 3 clusters
  Score: Raw -1413606.653312 + Penalty 3063.429039 = -1410543.224272
  nChanged 5418
		SP:Iteration 1F (6212.630000 sec): 3 clusters
  Score: Raw -1416705.427354 + Penalty 3063.429039 = -1413641.998315
  nChanged 846
		SP:Iteration 2F (6212.650000 sec): 3 clusters
  Score: Raw -1417177.991766 + Penalty 3063.429039 = -1414114.562727
  nChanged 867
		SP:Iteration 3F (6212.690000 sec): 3 clusters
  Score: Raw -1417741.684689 + Penalty 3063.429039 = -1414678.255650
  nChanged 894
		SP:Iteration 4F (6212.720000 sec): 3 clusters
  Score: Raw -1418408.303140 + Penalty 3063.429039 = -1415344.874100
  nChanged 848
		SP:Iteration 5F (6212.750000 sec): 3 clusters
  Score: Raw -1419046.099512 + Penalty 3063.429039 = -1415982.670472
  nChanged 733
		SP:Iteration 6F (6212.780000 sec): 3 clusters
  Score: Raw -1419536.249144 + Penalty 3063.429039 = -1416472.820105
  nChanged 531
		SP:Iteration 7Q (6212.810000 sec): 3 clusters
  Score: Raw -1419871.288427 + Penalty 3063.429039 = -1416807.859387
  nChanged 405
		SP:Iteration 8Q (6212.840000 sec): 3 clusters
  Score: Raw -1420128.885824 + Penalty 3063.429039 = -1417065.456785
  nChanged 332
		SP:Iteration 9Q (6212.870000 sec): 3 clusters
  Score: Raw -1420327.698065 + Penalty 3063.429039 = -1417264.269026
  nChanged 274
		SP:Iteration 10Q (6212.910000 sec): 3 clusters
  Score: Raw -1420500.233105 + Penalty 3063.429039 = -1417436.804065
  nChanged 207
		SP:Iteration 11Q (6212.930000 sec): 3 clusters
  Score: Raw -1420628.840153 + Penalty 3063.429039 = -1417565.411114
  nChanged 155
		SP:Iteration 12Q (6212.970000 sec): 3 clusters
  Score: Raw -1420715.697425 + Penalty 3063.429039 = -1417652.268385
  nChanged 109
		SP:Iteration 13Q (6213.000000 sec): 3 clusters
  Score: Raw -1420782.221727 + Penalty 3063.429039 = -1417718.792688
  nChanged 83
		SP:Iteration 14Q (6213.030000 sec): 3 clusters
  Score: Raw -1420826.195732 + Penalty 3063.429039 = -1417762.766692
  nChanged 60
		SP:Iteration 15Q (6213.060000 sec): 3 clusters
  Score: Raw -1420865.361798 + Penalty 3063.429039 = -1417801.932759
  nChanged 48
		SP:Iteration 16Q (6213.090000 sec): 3 clusters
  Score: Raw -1420894.252912 + Penalty 3063.429039 = -1417830.823873
  nChanged 41
		SP:Iteration 17Q (6213.110000 sec): 3 clusters
  Score: Raw -1420923.339572 + Penalty 3063.429039 = -1417859.910533
  nChanged 41
		SP:Iteration 18Q (6213.140000 sec): 3 clusters
  Score: Raw -1420952.210822 + Penalty 3063.429039 = -1417888.781783
  nChanged 37
		SP:Iteration 19Q (6213.170000 sec): 3 clusters
  Score: Raw -1420978.759558 + Penalty 3063.429039 = -1417915.330518
  nChanged 35
		SP:Iteration 20F (6213.200000 sec): 3 clusters
  Score: Raw -1421003.983741 + Penalty 3063.429039 = -1417940.554701
  nChanged 24
		SP:Iteration 21Q (6213.230000 sec): 3 clusters
  Score: Raw -1421015.415539 + Penalty 3063.429039 = -1417951.986500
  nChanged 8
		SP:Iteration 22Q (6213.260000 sec): 3 clusters
  Score: Raw -1421018.927667 + Penalty 3063.429039 = -1417955.498628
  nChanged 9
		SP:Iteration 23Q (6213.280000 sec): 3 clusters
  Score: Raw -1421022.632694 + Penalty 3063.429039 = -1417959.203655
  nChanged 4
		SP:Iteration 24Q (6213.310000 sec): 3 clusters
  Score: Raw -1421024.198812 + Penalty 3063.429039 = -1417960.769773
  nChanged 1
		SP:Iteration 25Q (6213.330000 sec): 3 clusters
  Score: Raw -1421024.484366 + Penalty 3063.429039 = -1417961.055327
  nChanged 0
		SP:Iteration 26F (6213.370000 sec): 3 clusters
  Score: Raw -1421024.484366 + Penalty 3063.429039 = -1417961.055327
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6213.530000 sec): 2 clusters
  Score: Raw -6130057.709070 + Penalty 1766.061877 = -6128291.647194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6213.670000 sec): 3 clusters
  Score: Raw -6096651.993625 + Penalty 3532.123754 = -6093119.869872
  nChanged 24737
		SP:Iteration 1F (6213.810000 sec): 3 clusters
  Score: Raw -6110941.152539 + Penalty 3532.123754 = -6107409.028785
  nChanged 2329
		SP:Iteration 2Q (6213.950000 sec): 3 clusters
  Score: Raw -6111770.498496 + Penalty 3532.123754 = -6108238.374743
  nChanged 2651
		SP:Iteration 3F (6214.090000 sec): 3 clusters
  Score: Raw -6112985.043743 + Penalty 3532.123754 = -6109452.919990
  nChanged 3152
		SP:Iteration 4F (6214.220000 sec): 3 clusters
  Score: Raw -6114835.445472 + Penalty 3532.123754 = -6111303.321718
  nChanged 3553
		SP:Iteration 5F (6214.360000 sec): 3 clusters
  Score: Raw -6117334.149679 + Penalty 3532.123754 = -6113802.025925
  nChanged 3725
		SP:Iteration 6F (6214.500000 sec): 3 clusters
  Score: Raw -6120223.563676 + Penalty 3532.123754 = -6116691.439923
  nChanged 3482
		SP:Iteration 7F (6214.640000 sec): 3 clusters
  Score: Raw -6123080.102846 + Penalty 3532.123754 = -6119547.979093
  nChanged 2984
		SP:Iteration 8F (6214.770000 sec): 3 clusters
  Score: Raw -6125646.737736 + Penalty 3532.123754 = -6122114.613983
  nChanged 2287
		SP:Iteration 9Q (6214.910000 sec): 3 clusters
  Score: Raw -6127681.863697 + Penalty 3532.123754 = -6124149.739943
  nChanged 1481
		SP:Iteration 10Q (6215.030000 sec): 3 clusters
  Score: Raw -6128982.223274 + Penalty 3532.123754 = -6125450.099521
  nChanged 780
		SP:Iteration 11Q (6215.150000 sec): 3 clusters
  Score: Raw -6129655.988419 + Penalty 3532.123754 = -6126123.864665
  nChanged 355
		SP:Iteration 12Q (6215.260000 sec): 3 clusters
  Score: Raw -6129940.865796 + Penalty 3532.123754 = -6126408.742043
  nChanged 157
		SP:Iteration 13Q (6215.370000 sec): 3 clusters
  Score: Raw -6130076.062284 + Penalty 3532.123754 = -6126543.938531
  nChanged 75
		SP:Iteration 14Q (6215.470000 sec): 3 clusters
  Score: Raw -6130142.497813 + Penalty 3532.123754 = -6126610.374059
  nChanged 44
		SP:Iteration 15Q (6215.570000 sec): 3 clusters
  Score: Raw -6130184.641514 + Penalty 3532.123754 = -6126652.517760
  nChanged 28
		SP:Iteration 16Q (6215.670000 sec): 3 clusters
  Score: Raw -6130211.311755 + Penalty 3532.123754 = -6126679.188001
  nChanged 21
		SP:Iteration 17Q (6215.760000 sec): 3 clusters
  Score: Raw -6130229.217490 + Penalty 3532.123754 = -6126697.093736
  nChanged 15
		SP:Iteration 18Q (6215.860000 sec): 3 clusters
  Score: Raw -6130246.665048 + Penalty 3532.123754 = -6126714.541294
  nChanged 11
		SP:Iteration 19Q (6215.950000 sec): 3 clusters
  Score: Raw -6130255.154179 + Penalty 3532.123754 = -6126723.030425
  nChanged 5
		SP:Iteration 20F (6216.090000 sec): 3 clusters
  Score: Raw -6130261.409851 + Penalty 3532.123754 = -6126729.286097
  nChanged 5
		SP:Iteration 21Q (6216.190000 sec): 3 clusters
  Score: Raw -6130265.108554 + Penalty 3532.123754 = -6126732.984801
  nChanged 4
		SP:Iteration 22Q (6216.280000 sec): 3 clusters
  Score: Raw -6130269.458593 + Penalty 3532.123754 = -6126737.334840
  nChanged 5
		SP:Iteration 23Q (6216.370000 sec): 3 clusters
  Score: Raw -6130275.897685 + Penalty 3532.123754 = -6126743.773932
  nChanged 2
		SP:Iteration 24Q (6216.470000 sec): 3 clusters
  Score: Raw -6130277.824299 + Penalty 3532.123754 = -6126745.700545
  nChanged 4
		SP:Iteration 25Q (6216.570000 sec): 3 clusters
  Score: Raw -6130280.506765 + Penalty 3532.123754 = -6126748.383012
  nChanged 3
		SP:Iteration 26Q (6216.660000 sec): 3 clusters
  Score: Raw -6130284.589716 + Penalty 3532.123754 = -6126752.465962
  nChanged 3
		SP:Iteration 27Q (6216.760000 sec): 3 clusters
  Score: Raw -6130288.414038 + Penalty 3532.123754 = -6126756.290285
  nChanged 2
		SP:Iteration 28Q (6216.850000 sec): 3 clusters
  Score: Raw -6130290.855926 + Penalty 3532.123754 = -6126758.732172
  nChanged 6
		SP:Iteration 29Q (6216.950000 sec): 3 clusters
  Score: Raw -6130298.107962 + Penalty 3532.123754 = -6126765.984208
  nChanged 5
		SP:Iteration 30Q (6217.040000 sec): 3 clusters
  Score: Raw -6130301.430575 + Penalty 3532.123754 = -6126769.306821
  nChanged 2
		SP:Iteration 31Q (6217.140000 sec): 3 clusters
  Score: Raw -6130302.750814 + Penalty 3532.123754 = -6126770.627060
  nChanged 0
		SP:Iteration 32F (6217.270000 sec): 3 clusters
  Score: Raw -6130302.750814 + Penalty 3532.123754 = -6126770.627060
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (1820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6217.310000 sec): 2 clusters
  Score: Raw -198758.972471 + Penalty 1219.821164 = -197539.151306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6217.310000 sec): 3 clusters
  Score: Raw -198010.963411 + Penalty 2439.642329 = -195571.321083
  nChanged 645
		SP:Iteration 1F (6217.310000 sec): 3 clusters
  Score: Raw -198445.661458 + Penalty 2439.642329 = -196006.019130
  nChanged 155
		SP:Iteration 2F (6217.320000 sec): 3 clusters
  Score: Raw -198564.573522 + Penalty 2439.642329 = -196124.931194
  nChanged 86
		SP:Iteration 3Q (6217.320000 sec): 3 clusters
  Score: Raw -198621.792867 + Penalty 2439.642329 = -196182.150538
  nChanged 50
		SP:Iteration 4Q (6217.330000 sec): 3 clusters
  Score: Raw -198659.345514 + Penalty 2439.642329 = -196219.703186
  nChanged 49
		SP:Iteration 5Q (6217.330000 sec): 3 clusters
  Score: Raw -198691.428574 + Penalty 2439.642329 = -196251.786246
  nChanged 46
		SP:Iteration 6Q (6217.340000 sec): 3 clusters
  Score: Raw -198719.215627 + Penalty 2439.642329 = -196279.573299
  nChanged 36
		SP:Iteration 7Q (6217.340000 sec): 3 clusters
  Score: Raw -198744.882237 + Penalty 2439.642329 = -196305.239909
  nChanged 42
		SP:Iteration 8Q (6217.350000 sec): 3 clusters
  Score: Raw -198769.751123 + Penalty 2439.642329 = -196330.108795
  nChanged 34
		SP:Iteration 9Q (6217.350000 sec): 3 clusters
  Score: Raw -198790.445712 + Penalty 2439.642329 = -196350.803383
  nChanged 32
		SP:Iteration 10Q (6217.350000 sec): 3 clusters
  Score: Raw -198811.245537 + Penalty 2439.642329 = -196371.603208
  nChanged 29
		SP:Iteration 11Q (6217.360000 sec): 3 clusters
  Score: Raw -198831.087668 + Penalty 2439.642329 = -196391.445339
  nChanged 21
		SP:Iteration 12Q (6217.360000 sec): 3 clusters
  Score: Raw -198845.736696 + Penalty 2439.642329 = -196406.094367
  nChanged 14
		SP:Iteration 13Q (6217.370000 sec): 3 clusters
  Score: Raw -198853.304871 + Penalty 2439.642329 = -196413.662543
  nChanged 11
		SP:Iteration 14Q (6217.370000 sec): 3 clusters
  Score: Raw -198860.471244 + Penalty 2439.642329 = -196420.828915
  nChanged 19
		SP:Iteration 15Q (6217.380000 sec): 3 clusters
  Score: Raw -198871.586412 + Penalty 2439.642329 = -196431.944083
  nChanged 16
		SP:Iteration 16Q (6217.380000 sec): 3 clusters
  Score: Raw -198883.353636 + Penalty 2439.642329 = -196443.711308
  nChanged 25
		SP:Iteration 17Q (6217.390000 sec): 3 clusters
  Score: Raw -198901.201820 + Penalty 2439.642329 = -196461.559491
  nChanged 25
		SP:Iteration 18Q (6217.390000 sec): 3 clusters
  Score: Raw -198924.307441 + Penalty 2439.642329 = -196484.665113
  nChanged 27
		SP:Iteration 19Q (6217.390000 sec): 3 clusters
  Score: Raw -198952.394139 + Penalty 2439.642329 = -196512.751811
  nChanged 32
		SP:Iteration 20F (6217.400000 sec): 3 clusters
  Score: Raw -198977.229379 + Penalty 2439.642329 = -196537.587051
  nChanged 19
		SP:Iteration 21Q (6217.400000 sec): 3 clusters
  Score: Raw -198996.889992 + Penalty 2439.642329 = -196557.247663
  nChanged 18
		SP:Iteration 22Q (6217.410000 sec): 3 clusters
  Score: Raw -199006.147159 + Penalty 2439.642329 = -196566.504830
  nChanged 11
		SP:Iteration 23Q (6217.410000 sec): 3 clusters
  Score: Raw -199017.662719 + Penalty 2439.642329 = -196578.020391
  nChanged 15
		SP:Iteration 24Q (6217.420000 sec): 3 clusters
  Score: Raw -199028.131077 + Penalty 2439.642329 = -196588.488749
  nChanged 11
		SP:Iteration 25Q (6217.420000 sec): 3 clusters
  Score: Raw -199037.650681 + Penalty 2439.642329 = -196598.008352
  nChanged 11
		SP:Iteration 26Q (6217.430000 sec): 3 clusters
  Score: Raw -199043.979147 + Penalty 2439.642329 = -196604.336818
  nChanged 5
		SP:Iteration 27Q (6217.430000 sec): 3 clusters
  Score: Raw -199048.473051 + Penalty 2439.642329 = -196608.830722
  nChanged 6
		SP:Iteration 28Q (6217.430000 sec): 3 clusters
  Score: Raw -199052.638324 + Penalty 2439.642329 = -196612.995995
  nChanged 9
		SP:Iteration 29Q (6217.440000 sec): 3 clusters
  Score: Raw -199057.043692 + Penalty 2439.642329 = -196617.401363
  nChanged 6
		SP:Iteration 30Q (6217.440000 sec): 3 clusters
  Score: Raw -199060.871355 + Penalty 2439.642329 = -196621.229026
  nChanged 5
		SP:Iteration 31Q (6217.450000 sec): 3 clusters
  Score: Raw -199064.797550 + Penalty 2439.642329 = -196625.155221
  nChanged 6
		SP:Iteration 32Q (6217.450000 sec): 3 clusters
  Score: Raw -199069.886889 + Penalty 2439.642329 = -196630.244561
  nChanged 11
		SP:Iteration 33Q (6217.450000 sec): 3 clusters
  Score: Raw -199076.840143 + Penalty 2439.642329 = -196637.197815
  nChanged 4
		SP:Iteration 34Q (6217.460000 sec): 3 clusters
  Score: Raw -199079.405997 + Penalty 2439.642329 = -196639.763668
  nChanged 3
		SP:Iteration 35Q (6217.460000 sec): 3 clusters
  Score: Raw -199081.416308 + Penalty 2439.642329 = -196641.773980
  nChanged 4
		SP:Iteration 36Q (6217.470000 sec): 3 clusters
  Score: Raw -199085.359140 + Penalty 2439.642329 = -196645.716812
  nChanged 4
		SP:Iteration 37Q (6217.470000 sec): 3 clusters
  Score: Raw -199087.301543 + Penalty 2439.642329 = -196647.659215
  nChanged 4
		SP:Iteration 38Q (6217.470000 sec): 3 clusters
  Score: Raw -199089.206962 + Penalty 2439.642329 = -196649.564633
  nChanged 2
		SP:Iteration 39Q (6217.480000 sec): 3 clusters
  Score: Raw -199089.869416 + Penalty 2439.642329 = -196650.227088
  nChanged 2
		SP:Iteration 40F (6217.480000 sec): 3 clusters
  Score: Raw -199090.269493 + Penalty 2439.642329 = -196650.627164
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6217.500000 sec): 2 clusters
  Score: Raw -376459.421759 + Penalty 1316.325545 = -375143.096215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6217.510000 sec): 3 clusters
  Score: Raw -374876.862050 + Penalty 2632.651090 = -372244.210960
  nChanged 1247
		SP:Iteration 1F (6217.510000 sec): 3 clusters
  Score: Raw -375550.159606 + Penalty 2632.651090 = -372917.508517
  nChanged 257
		SP:Iteration 2F (6217.520000 sec): 3 clusters
  Score: Raw -375708.026623 + Penalty 2632.651090 = -373075.375534
  nChanged 175
		SP:Iteration 3F (6217.530000 sec): 3 clusters
  Score: Raw -375819.802260 + Penalty 2632.651090 = -373187.151170
  nChanged 143
		SP:Iteration 4Q (6217.540000 sec): 3 clusters
  Score: Raw -375911.196880 + Penalty 2632.651090 = -373278.545791
  nChanged 123
		SP:Iteration 5Q (6217.550000 sec): 3 clusters
  Score: Raw -375993.178322 + Penalty 2632.651090 = -373360.527232
  nChanged 140
		SP:Iteration 6Q (6217.550000 sec): 3 clusters
  Score: Raw -376083.111572 + Penalty 2632.651090 = -373450.460482
  nChanged 150
		SP:Iteration 7Q (6217.560000 sec): 3 clusters
  Score: Raw -376178.068784 + Penalty 2632.651090 = -373545.417695
  nChanged 144
		SP:Iteration 8Q (6217.570000 sec): 3 clusters
  Score: Raw -376281.923100 + Penalty 2632.651090 = -373649.272010
  nChanged 155
		SP:Iteration 9Q (6217.580000 sec): 3 clusters
  Score: Raw -376413.103208 + Penalty 2632.651090 = -373780.452118
  nChanged 181
		SP:Iteration 10F (6217.590000 sec): 3 clusters
  Score: Raw -376584.607376 + Penalty 2632.651090 = -373951.956286
  nChanged 183
		SP:Iteration 11F (6217.590000 sec): 3 clusters
  Score: Raw -376791.580413 + Penalty 2632.651090 = -374158.929323
  nChanged 162
		SP:Iteration 12Q (6217.600000 sec): 3 clusters
  Score: Raw -376974.261173 + Penalty 2632.651090 = -374341.610083
  nChanged 132
		SP:Iteration 13Q (6217.610000 sec): 3 clusters
  Score: Raw -377116.337295 + Penalty 2632.651090 = -374483.686206
  nChanged 96
		SP:Iteration 14Q (6217.620000 sec): 3 clusters
  Score: Raw -377209.109449 + Penalty 2632.651090 = -374576.458360
  nChanged 61
		SP:Iteration 15Q (6217.630000 sec): 3 clusters
  Score: Raw -377252.494527 + Penalty 2632.651090 = -374619.843437
  nChanged 28
		SP:Iteration 16Q (6217.630000 sec): 3 clusters
  Score: Raw -377268.191232 + Penalty 2632.651090 = -374635.540142
  nChanged 16
		SP:Iteration 17Q (6217.640000 sec): 3 clusters
  Score: Raw -377276.325736 + Penalty 2632.651090 = -374643.674646
  nChanged 11
		SP:Iteration 18Q (6217.650000 sec): 3 clusters
  Score: Raw -377281.970878 + Penalty 2632.651090 = -374649.319788
  nChanged 9
		SP:Iteration 19Q (6217.660000 sec): 3 clusters
  Score: Raw -377287.082464 + Penalty 2632.651090 = -374654.431374
  nChanged 5
		SP:Iteration 20F (6217.670000 sec): 3 clusters
  Score: Raw -377289.751850 + Penalty 2632.651090 = -374657.100761
  nChanged 3
		SP:Iteration 21Q (6217.670000 sec): 3 clusters
  Score: Raw -377291.285655 + Penalty 2632.651090 = -374658.634565
  nChanged 5
		SP:Iteration 22Q (6217.680000 sec): 3 clusters
  Score: Raw -377293.897555 + Penalty 2632.651090 = -374661.246466
  nChanged 3
		SP:Iteration 23Q (6217.690000 sec): 3 clusters
  Score: Raw -377295.991898 + Penalty 2632.651090 = -374663.340808
  nChanged 3
		SP:Iteration 24Q (6217.700000 sec): 3 clusters
  Score: Raw -377297.727730 + Penalty 2632.651090 = -374665.076641
  nChanged 3
		SP:Iteration 25Q (6217.710000 sec): 3 clusters
  Score: Raw -377299.338050 + Penalty 2632.651090 = -374666.686961
  nChanged 1
		SP:Iteration 26Q (6217.710000 sec): 3 clusters
  Score: Raw -377299.802461 + Penalty 2632.651090 = -374667.151372
  nChanged 1
		SP:Iteration 27Q (6217.720000 sec): 3 clusters
  Score: Raw -377300.184716 + Penalty 2632.651090 = -374667.533626
  nChanged 1
		SP:Iteration 28Q (6217.730000 sec): 3 clusters
  Score: Raw -377300.775527 + Penalty 2632.651090 = -374668.124438
  nChanged 1
		SP:Iteration 29Q (6217.730000 sec): 3 clusters
  Score: Raw -377301.254341 + Penalty 2632.651090 = -374668.603251
  nChanged 0
		SP:Iteration 30F (6217.740000 sec): 3 clusters
  Score: Raw -377301.254341 + Penalty 2632.651090 = -374668.603251
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6217.770000 sec): 2 clusters
  Score: Raw -865905.368779 + Penalty 1458.457689 = -864446.911090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6217.790000 sec): 3 clusters
  Score: Raw -861592.266654 + Penalty 2916.915378 = -858675.351276
  nChanged 3329
		SP:Iteration 1F (6217.810000 sec): 3 clusters
  Score: Raw -863483.788445 + Penalty 2916.915378 = -860566.873068
  nChanged 599
		SP:Iteration 2F (6217.830000 sec): 3 clusters
  Score: Raw -863824.669208 + Penalty 2916.915378 = -860907.753830
  nChanged 505
		SP:Iteration 3F (6217.850000 sec): 3 clusters
  Score: Raw -864123.866438 + Penalty 2916.915378 = -861206.951060
  nChanged 437
		SP:Iteration 4F (6217.870000 sec): 3 clusters
  Score: Raw -864371.150964 + Penalty 2916.915378 = -861454.235586
  nChanged 371
		SP:Iteration 5Q (6217.890000 sec): 3 clusters
  Score: Raw -864577.511153 + Penalty 2916.915378 = -861660.595775
  nChanged 326
		SP:Iteration 6Q (6217.910000 sec): 3 clusters
  Score: Raw -864750.171370 + Penalty 2916.915378 = -861833.255992
  nChanged 305
		SP:Iteration 7Q (6217.920000 sec): 3 clusters
  Score: Raw -864914.572290 + Penalty 2916.915378 = -861997.656913
  nChanged 267
		SP:Iteration 8Q (6217.940000 sec): 3 clusters
  Score: Raw -865044.828255 + Penalty 2916.915378 = -862127.912877
  nChanged 226
		SP:Iteration 9Q (6217.960000 sec): 3 clusters
  Score: Raw -865151.300154 + Penalty 2916.915378 = -862234.384776
  nChanged 202
		SP:Iteration 10Q (6217.980000 sec): 3 clusters
  Score: Raw -865226.931252 + Penalty 2916.915378 = -862310.015874
  nChanged 169
		SP:Iteration 11Q (6218.000000 sec): 3 clusters
  Score: Raw -865293.156417 + Penalty 2916.915378 = -862376.241039
  nChanged 153
		SP:Iteration 12Q (6218.020000 sec): 3 clusters
  Score: Raw -865356.611308 + Penalty 2916.915378 = -862439.695930
  nChanged 144
		SP:Iteration 13Q (6218.040000 sec): 3 clusters
  Score: Raw -865422.282021 + Penalty 2916.915378 = -862505.366643
  nChanged 146
		SP:Iteration 14Q (6218.060000 sec): 3 clusters
  Score: Raw -865487.153340 + Penalty 2916.915378 = -862570.237962
  nChanged 139
		SP:Iteration 15Q (6218.080000 sec): 3 clusters
  Score: Raw -865539.256525 + Penalty 2916.915378 = -862622.341148
  nChanged 129
		SP:Iteration 16Q (6218.090000 sec): 3 clusters
  Score: Raw -865596.616574 + Penalty 2916.915378 = -862679.701196
  nChanged 140
		SP:Iteration 17Q (6218.110000 sec): 3 clusters
  Score: Raw -865648.947012 + Penalty 2916.915378 = -862732.031634
  nChanged 114
		SP:Iteration 18Q (6218.130000 sec): 3 clusters
  Score: Raw -865688.848621 + Penalty 2916.915378 = -862771.933243
  nChanged 122
		SP:Iteration 19Q (6218.150000 sec): 3 clusters
  Score: Raw -865740.868015 + Penalty 2916.915378 = -862823.952637
  nChanged 121
		SP:Iteration 20F (6218.170000 sec): 3 clusters
  Score: Raw -865793.472148 + Penalty 2916.915378 = -862876.556770
  nChanged 112
		SP:Iteration 21Q (6218.190000 sec): 3 clusters
  Score: Raw -865842.478095 + Penalty 2916.915378 = -862925.562717
  nChanged 114
		SP:Iteration 22Q (6218.210000 sec): 3 clusters
  Score: Raw -865897.473968 + Penalty 2916.915378 = -862980.558590
  nChanged 121
		SP:Iteration 23Q (6218.230000 sec): 3 clusters
  Score: Raw -865958.494537 + Penalty 2916.915378 = -863041.579159
  nChanged 97
		SP:Iteration 24Q (6218.240000 sec): 3 clusters
  Score: Raw -866006.533635 + Penalty 2916.915378 = -863089.618257
  nChanged 101
		SP:Iteration 25Q (6218.260000 sec): 3 clusters
  Score: Raw -866051.431227 + Penalty 2916.915378 = -863134.515849
  nChanged 88
		SP:Iteration 26Q (6218.280000 sec): 3 clusters
  Score: Raw -866089.644980 + Penalty 2916.915378 = -863172.729602
  nChanged 99
		SP:Iteration 27Q (6218.300000 sec): 3 clusters
  Score: Raw -866130.634624 + Penalty 2916.915378 = -863213.719246
  nChanged 82
		SP:Iteration 28Q (6218.310000 sec): 3 clusters
  Score: Raw -866160.243344 + Penalty 2916.915378 = -863243.327966
  nChanged 71
		SP:Iteration 29Q (6218.330000 sec): 3 clusters
  Score: Raw -866186.199076 + Penalty 2916.915378 = -863269.283699
  nChanged 65
		SP:Iteration 30Q (6218.350000 sec): 3 clusters
  Score: Raw -866207.866126 + Penalty 2916.915378 = -863290.950749
  nChanged 52
		SP:Iteration 31Q (6218.370000 sec): 3 clusters
  Score: Raw -866226.788611 + Penalty 2916.915378 = -863309.873233
  nChanged 59
		SP:Iteration 32Q (6218.390000 sec): 3 clusters
  Score: Raw -866245.542830 + Penalty 2916.915378 = -863328.627452
  nChanged 58
		SP:Iteration 33Q (6218.400000 sec): 3 clusters
  Score: Raw -866266.964066 + Penalty 2916.915378 = -863350.048688
  nChanged 62
		SP:Iteration 34Q (6218.420000 sec): 3 clusters
  Score: Raw -866286.835874 + Penalty 2916.915378 = -863369.920496
  nChanged 48
		SP:Iteration 35Q (6218.440000 sec): 3 clusters
  Score: Raw -866299.677301 + Penalty 2916.915378 = -863382.761923
  nChanged 38
		SP:Iteration 36Q (6218.450000 sec): 3 clusters
  Score: Raw -866312.972720 + Penalty 2916.915378 = -863396.057342
  nChanged 36
		SP:Iteration 37Q (6218.470000 sec): 3 clusters
  Score: Raw -866322.636058 + Penalty 2916.915378 = -863405.720680
  nChanged 33
		SP:Iteration 38Q (6218.490000 sec): 3 clusters
  Score: Raw -866332.733453 + Penalty 2916.915378 = -863415.818075
  nChanged 29
		SP:Iteration 39Q (6218.510000 sec): 3 clusters
  Score: Raw -866341.672716 + Penalty 2916.915378 = -863424.757338
  nChanged 35
		SP:Iteration 40F (6218.530000 sec): 3 clusters
  Score: Raw -866350.216727 + Penalty 2916.915378 = -863433.301349
  nChanged 25
		SP:Iteration 41Q (6218.540000 sec): 3 clusters
  Score: Raw -866354.793773 + Penalty 2916.915378 = -863437.878395
  nChanged 23
		SP:Iteration 42Q (6218.560000 sec): 3 clusters
  Score: Raw -866360.669424 + Penalty 2916.915378 = -863443.754046
  nChanged 17
		SP:Iteration 43Q (6218.580000 sec): 3 clusters
  Score: Raw -866365.444009 + Penalty 2916.915378 = -863448.528631
  nChanged 14
		SP:Iteration 44Q (6218.590000 sec): 3 clusters
  Score: Raw -866367.251266 + Penalty 2916.915378 = -863450.335888
  nChanged 3
		SP:Iteration 45Q (6218.610000 sec): 3 clusters
  Score: Raw -866367.869260 + Penalty 2916.915378 = -863450.953882
  nChanged 8
		SP:Iteration 46Q (6218.630000 sec): 3 clusters
  Score: Raw -866369.317757 + Penalty 2916.915378 = -863452.402379
  nChanged 7
		SP:Iteration 47Q (6218.650000 sec): 3 clusters
  Score: Raw -866370.947049 + Penalty 2916.915378 = -863454.031671
  nChanged 9
		SP:Iteration 48Q (6218.660000 sec): 3 clusters
  Score: Raw -866372.625902 + Penalty 2916.915378 = -863455.710525
  nChanged 9
		SP:Iteration 49Q (6218.680000 sec): 3 clusters
  Score: Raw -866374.559334 + Penalty 2916.915378 = -863457.643956
  nChanged 16
		SP:Iteration 50Q (6218.700000 sec): 3 clusters
  Score: Raw -866378.735602 + Penalty 2916.915378 = -863461.820224
  nChanged 18
		SP:Iteration 51Q (6218.710000 sec): 3 clusters
  Score: Raw -866382.577771 + Penalty 2916.915378 = -863465.662393
  nChanged 14
		SP:Iteration 52Q (6218.730000 sec): 3 clusters
  Score: Raw -866384.823218 + Penalty 2916.915378 = -863467.907840
  nChanged 11
		SP:Iteration 53Q (6218.750000 sec): 3 clusters
  Score: Raw -866388.310583 + Penalty 2916.915378 = -863471.395205
  nChanged 19
		SP:Iteration 54Q (6218.770000 sec): 3 clusters
  Score: Raw -866393.602824 + Penalty 2916.915378 = -863476.687446
  nChanged 24
		SP:Iteration 55Q (6218.780000 sec): 3 clusters
  Score: Raw -866401.005233 + Penalty 2916.915378 = -863484.089855
  nChanged 24
		SP:Iteration 56Q (6218.800000 sec): 3 clusters
  Score: Raw -866408.089106 + Penalty 2916.915378 = -863491.173729
  nChanged 17
		SP:Iteration 57Q (6218.820000 sec): 3 clusters
  Score: Raw -866412.225856 + Penalty 2916.915378 = -863495.310478
  nChanged 17
		SP:Iteration 58Q (6218.830000 sec): 3 clusters
  Score: Raw -866415.023330 + Penalty 2916.915378 = -863498.107952
  nChanged 6
		SP:Iteration 59Q (6218.850000 sec): 3 clusters
  Score: Raw -866415.894436 + Penalty 2916.915378 = -863498.979058
  nChanged 8
		SP:Iteration 60F (6218.870000 sec): 3 clusters
  Score: Raw -866417.721235 + Penalty 2916.915378 = -863500.805858
  nChanged 7
		SP:Iteration 61Q (6218.890000 sec): 3 clusters
  Score: Raw -866418.981705 + Penalty 2916.915378 = -863502.066328
  nChanged 8
		SP:Iteration 62Q (6218.910000 sec): 3 clusters
  Score: Raw -866420.101003 + Penalty 2916.915378 = -863503.185625
  nChanged 6
		SP:Iteration 63Q (6218.920000 sec): 3 clusters
  Score: Raw -866421.086693 + Penalty 2916.915378 = -863504.171315
  nChanged 3
		SP:Iteration 64Q (6218.940000 sec): 3 clusters
  Score: Raw -866421.956518 + Penalty 2916.915378 = -863505.041140
  nChanged 1
		SP:Iteration 65Q (6218.960000 sec): 3 clusters
  Score: Raw -866422.451023 + Penalty 2916.915378 = -863505.535645
  nChanged 2
		SP:Iteration 66Q (6218.970000 sec): 3 clusters
  Score: Raw -866422.697992 + Penalty 2916.915378 = -863505.782614
  nChanged 0
		SP:Iteration 67F (6218.990000 sec): 3 clusters
  Score: Raw -866422.697992 + Penalty 2916.915378 = -863505.782614
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6219.010000 sec): 2 clusters
  Score: Raw -409933.894871 + Penalty 1342.161957 = -408591.732914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6219.020000 sec): 3 clusters
  Score: Raw -408035.901153 + Penalty 2684.323913 = -405351.577239
  nChanged 1534
		SP:Iteration 1F (6219.030000 sec): 3 clusters
  Score: Raw -409041.291534 + Penalty 2684.323913 = -406356.967621
  nChanged 363
		SP:Iteration 2F (6219.040000 sec): 3 clusters
  Score: Raw -409335.838062 + Penalty 2684.323913 = -406651.514148
  nChanged 276
		SP:Iteration 3F (6219.050000 sec): 3 clusters
  Score: Raw -409547.345102 + Penalty 2684.323913 = -406863.021189
  nChanged 210
		SP:Iteration 4F (6219.060000 sec): 3 clusters
  Score: Raw -409692.804394 + Penalty 2684.323913 = -407008.480480
  nChanged 173
		SP:Iteration 5Q (6219.070000 sec): 3 clusters
  Score: Raw -409815.946556 + Penalty 2684.323913 = -407131.622642
  nChanged 156
		SP:Iteration 6Q (6219.080000 sec): 3 clusters
  Score: Raw -409924.854529 + Penalty 2684.323913 = -407240.530616
  nChanged 118
		SP:Iteration 7Q (6219.090000 sec): 3 clusters
  Score: Raw -409998.462309 + Penalty 2684.323913 = -407314.138396
  nChanged 97
		SP:Iteration 8Q (6219.100000 sec): 3 clusters
  Score: Raw -410059.880436 + Penalty 2684.323913 = -407375.556522
  nChanged 82
		SP:Iteration 9Q (6219.110000 sec): 3 clusters
  Score: Raw -410102.040819 + Penalty 2684.323913 = -407417.716906
  nChanged 58
		SP:Iteration 10Q (6219.110000 sec): 3 clusters
  Score: Raw -410125.625130 + Penalty 2684.323913 = -407441.301216
  nChanged 44
		SP:Iteration 11Q (6219.130000 sec): 3 clusters
  Score: Raw -410143.029472 + Penalty 2684.323913 = -407458.705558
  nChanged 40
		SP:Iteration 12Q (6219.130000 sec): 3 clusters
  Score: Raw -410163.033061 + Penalty 2684.323913 = -407478.709147
  nChanged 39
		SP:Iteration 13Q (6219.140000 sec): 3 clusters
  Score: Raw -410184.472456 + Penalty 2684.323913 = -407500.148543
  nChanged 31
		SP:Iteration 14Q (6219.150000 sec): 3 clusters
  Score: Raw -410202.207027 + Penalty 2684.323913 = -407517.883113
  nChanged 26
		SP:Iteration 15Q (6219.160000 sec): 3 clusters
  Score: Raw -410215.264343 + Penalty 2684.323913 = -407530.940429
  nChanged 32
		SP:Iteration 16Q (6219.170000 sec): 3 clusters
  Score: Raw -410227.865766 + Penalty 2684.323913 = -407543.541852
  nChanged 28
		SP:Iteration 17Q (6219.180000 sec): 3 clusters
  Score: Raw -410237.396231 + Penalty 2684.323913 = -407553.072318
  nChanged 26
		SP:Iteration 18Q (6219.190000 sec): 3 clusters
  Score: Raw -410246.736988 + Penalty 2684.323913 = -407562.413074
  nChanged 19
		SP:Iteration 19Q (6219.200000 sec): 3 clusters
  Score: Raw -410253.090848 + Penalty 2684.323913 = -407568.766934
  nChanged 17
		SP:Iteration 20F (6219.210000 sec): 3 clusters
  Score: Raw -410260.890147 + Penalty 2684.323913 = -407576.566233
  nChanged 25
		SP:Iteration 21Q (6219.220000 sec): 3 clusters
  Score: Raw -410273.447625 + Penalty 2684.323913 = -407589.123711
  nChanged 25
		SP:Iteration 22Q (6219.230000 sec): 3 clusters
  Score: Raw -410287.798057 + Penalty 2684.323913 = -407603.474143
  nChanged 26
		SP:Iteration 23Q (6219.240000 sec): 3 clusters
  Score: Raw -410300.337856 + Penalty 2684.323913 = -407616.013943
  nChanged 14
		SP:Iteration 24Q (6219.250000 sec): 3 clusters
  Score: Raw -410305.650006 + Penalty 2684.323913 = -407621.326092
  nChanged 10
		SP:Iteration 25Q (6219.250000 sec): 3 clusters
  Score: Raw -410309.305382 + Penalty 2684.323913 = -407624.981468
  nChanged 7
		SP:Iteration 26Q (6219.270000 sec): 3 clusters
  Score: Raw -410313.736108 + Penalty 2684.323913 = -407629.412194
  nChanged 14
		SP:Iteration 27Q (6219.270000 sec): 3 clusters
  Score: Raw -410317.859748 + Penalty 2684.323913 = -407633.535835
  nChanged 6
		SP:Iteration 28Q (6219.280000 sec): 3 clusters
  Score: Raw -410320.930242 + Penalty 2684.323913 = -407636.606329
  nChanged 8
		SP:Iteration 29Q (6219.290000 sec): 3 clusters
  Score: Raw -410324.340134 + Penalty 2684.323913 = -407640.016220
  nChanged 12
		SP:Iteration 30Q (6219.300000 sec): 3 clusters
  Score: Raw -410329.311542 + Penalty 2684.323913 = -407644.987629
  nChanged 8
		SP:Iteration 31Q (6219.310000 sec): 3 clusters
  Score: Raw -410333.063117 + Penalty 2684.323913 = -407648.739203
  nChanged 10
		SP:Iteration 32Q (6219.320000 sec): 3 clusters
  Score: Raw -410336.245826 + Penalty 2684.323913 = -407651.921913
  nChanged 7
		SP:Iteration 33Q (6219.330000 sec): 3 clusters
  Score: Raw -410339.758051 + Penalty 2684.323913 = -407655.434137
  nChanged 9
		SP:Iteration 34Q (6219.340000 sec): 3 clusters
  Score: Raw -410342.841810 + Penalty 2684.323913 = -407658.517896
  nChanged 8
		SP:Iteration 35Q (6219.350000 sec): 3 clusters
  Score: Raw -410344.560764 + Penalty 2684.323913 = -407660.236851
  nChanged 5
		SP:Iteration 36Q (6219.360000 sec): 3 clusters
  Score: Raw -410346.089221 + Penalty 2684.323913 = -407661.765307
  nChanged 3
		SP:Iteration 37Q (6219.370000 sec): 3 clusters
  Score: Raw -410347.620654 + Penalty 2684.323913 = -407663.296741
  nChanged 3
		SP:Iteration 38Q (6219.370000 sec): 3 clusters
  Score: Raw -410348.459159 + Penalty 2684.323913 = -407664.135245
  nChanged 5
		SP:Iteration 39Q (6219.390000 sec): 3 clusters
  Score: Raw -410349.677690 + Penalty 2684.323913 = -407665.353777
  nChanged 3
		SP:Iteration 40F (6219.390000 sec): 3 clusters
  Score: Raw -410350.200711 + Penalty 2684.323913 = -407665.876798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6219.530000 sec): 2 clusters
  Score: Raw -4578627.054787 + Penalty 1717.216978 = -4576909.837809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6219.630000 sec): 3 clusters
  Score: Raw -4554322.888975 + Penalty 3434.433956 = -4550888.455019
  nChanged 18011
		SP:Iteration 1F (6219.730000 sec): 3 clusters
  Score: Raw -4564250.719821 + Penalty 3434.433956 = -4560816.285865
  nChanged 1589
		SP:Iteration 2Q (6219.840000 sec): 3 clusters
  Score: Raw -4564664.613007 + Penalty 3434.433956 = -4561230.179051
  nChanged 1456
		SP:Iteration 3Q (6219.950000 sec): 3 clusters
  Score: Raw -4565034.463387 + Penalty 3434.433956 = -4561600.029431
  nChanged 1342
		SP:Iteration 4Q (6220.050000 sec): 3 clusters
  Score: Raw -4565414.143103 + Penalty 3434.433956 = -4561979.709147
  nChanged 1416
		SP:Iteration 5Q (6220.160000 sec): 3 clusters
  Score: Raw -4565890.806949 + Penalty 3434.433956 = -4562456.372993
  nChanged 1617
		SP:Iteration 6Q (6220.270000 sec): 3 clusters
  Score: Raw -4566548.930988 + Penalty 3434.433956 = -4563114.497032
  nChanged 1790
		SP:Iteration 7Q (6220.370000 sec): 3 clusters
  Score: Raw -4567395.570584 + Penalty 3434.433956 = -4563961.136628
  nChanged 1982
		SP:Iteration 8F (6220.480000 sec): 3 clusters
  Score: Raw -4568353.043298 + Penalty 3434.433956 = -4564918.609342
  nChanged 2032
		SP:Iteration 9F (6220.580000 sec): 3 clusters
  Score: Raw -4569296.803522 + Penalty 3434.433956 = -4565862.369566
  nChanged 1903
		SP:Iteration 10Q (6220.690000 sec): 3 clusters
  Score: Raw -4570119.051083 + Penalty 3434.433956 = -4566684.617127
  nChanged 1669
		SP:Iteration 11Q (6220.790000 sec): 3 clusters
  Score: Raw -4570790.621819 + Penalty 3434.433956 = -4567356.187863
  nChanged 1469
		SP:Iteration 12Q (6220.900000 sec): 3 clusters
  Score: Raw -4571383.550323 + Penalty 3434.433956 = -4567949.116367
  nChanged 1379
		SP:Iteration 13Q (6221.000000 sec): 3 clusters
  Score: Raw -4571955.887542 + Penalty 3434.433956 = -4568521.453586
  nChanged 1318
		SP:Iteration 14Q (6221.110000 sec): 3 clusters
  Score: Raw -4572541.754974 + Penalty 3434.433956 = -4569107.321018
  nChanged 1227
		SP:Iteration 15Q (6221.210000 sec): 3 clusters
  Score: Raw -4573173.027897 + Penalty 3434.433956 = -4569738.593941
  nChanged 1302
		SP:Iteration 16Q (6221.320000 sec): 3 clusters
  Score: Raw -4573976.787991 + Penalty 3434.433956 = -4570542.354035
  nChanged 1264
		SP:Iteration 17Q (6221.420000 sec): 3 clusters
  Score: Raw -4574890.428138 + Penalty 3434.433956 = -4571455.994182
  nChanged 1113
		SP:Iteration 18Q (6221.520000 sec): 3 clusters
  Score: Raw -4575756.558623 + Penalty 3434.433956 = -4572322.124667
  nChanged 909
		SP:Iteration 19Q (6221.620000 sec): 3 clusters
  Score: Raw -4576427.945368 + Penalty 3434.433956 = -4572993.511412
  nChanged 722
		SP:Iteration 20F (6221.730000 sec): 3 clusters
  Score: Raw -4576918.276816 + Penalty 3434.433956 = -4573483.842860
  nChanged 591
		SP:Iteration 21Q (6221.810000 sec): 3 clusters
  Score: Raw -4577267.244990 + Penalty 3434.433956 = -4573832.811033
  nChanged 473
		SP:Iteration 22Q (6221.910000 sec): 3 clusters
  Score: Raw -4577518.570224 + Penalty 3434.433956 = -4574084.136268
  nChanged 415
		SP:Iteration 23Q (6222.000000 sec): 3 clusters
  Score: Raw -4577720.937945 + Penalty 3434.433956 = -4574286.503989
  nChanged 398
		SP:Iteration 24Q (6222.080000 sec): 3 clusters
  Score: Raw -4577924.260627 + Penalty 3434.433956 = -4574489.826671
  nChanged 342
		SP:Iteration 25Q (6222.160000 sec): 3 clusters
  Score: Raw -4578086.651006 + Penalty 3434.433956 = -4574652.217050
  nChanged 294
		SP:Iteration 26Q (6222.250000 sec): 3 clusters
  Score: Raw -4578210.837158 + Penalty 3434.433956 = -4574776.403202
  nChanged 266
		SP:Iteration 27Q (6222.330000 sec): 3 clusters
  Score: Raw -4578329.575494 + Penalty 3434.433956 = -4574895.141538
  nChanged 229
		SP:Iteration 28Q (6222.410000 sec): 3 clusters
  Score: Raw -4578434.534888 + Penalty 3434.433956 = -4575000.100932
  nChanged 219
		SP:Iteration 29Q (6222.490000 sec): 3 clusters
  Score: Raw -4578531.118907 + Penalty 3434.433956 = -4575096.684951
  nChanged 188
		SP:Iteration 30Q (6222.570000 sec): 3 clusters
  Score: Raw -4578615.403531 + Penalty 3434.433956 = -4575180.969575
  nChanged 180
		SP:Iteration 31Q (6222.650000 sec): 3 clusters
  Score: Raw -4578695.813642 + Penalty 3434.433956 = -4575261.379685
  nChanged 129
		SP:Iteration 32Q (6222.730000 sec): 3 clusters
  Score: Raw -4578747.384074 + Penalty 3434.433956 = -4575312.950118
  nChanged 106
		SP:Iteration 33Q (6222.810000 sec): 3 clusters
  Score: Raw -4578784.341117 + Penalty 3434.433956 = -4575349.907161
  nChanged 88
		SP:Iteration 34Q (6222.880000 sec): 3 clusters
  Score: Raw -4578815.519106 + Penalty 3434.433956 = -4575381.085150
  nChanged 79
		SP:Iteration 35Q (6222.960000 sec): 3 clusters
  Score: Raw -4578847.733528 + Penalty 3434.433956 = -4575413.299572
  nChanged 71
		SP:Iteration 36Q (6223.040000 sec): 3 clusters
  Score: Raw -4578877.635848 + Penalty 3434.433956 = -4575443.201892
  nChanged 65
		SP:Iteration 37Q (6223.120000 sec): 3 clusters
  Score: Raw -4578904.944557 + Penalty 3434.433956 = -4575470.510601
  nChanged 65
		SP:Iteration 38Q (6223.190000 sec): 3 clusters
  Score: Raw -4578928.780716 + Penalty 3434.433956 = -4575494.346760
  nChanged 48
		SP:Iteration 39Q (6223.270000 sec): 3 clusters
  Score: Raw -4578944.551148 + Penalty 3434.433956 = -4575510.117192
  nChanged 43
		SP:Iteration 40F (6223.370000 sec): 3 clusters
  Score: Raw -4578960.003552 + Penalty 3434.433956 = -4575525.569596
  nChanged 57
		SP:Iteration 41Q (6223.450000 sec): 3 clusters
  Score: Raw -4578982.938350 + Penalty 3434.433956 = -4575548.504394
  nChanged 45
		SP:Iteration 42Q (6223.520000 sec): 3 clusters
  Score: Raw -4579000.653251 + Penalty 3434.433956 = -4575566.219295
  nChanged 47
		SP:Iteration 43Q (6223.600000 sec): 3 clusters
  Score: Raw -4579019.460472 + Penalty 3434.433956 = -4575585.026516
  nChanged 38
		SP:Iteration 44Q (6223.680000 sec): 3 clusters
  Score: Raw -4579031.946663 + Penalty 3434.433956 = -4575597.512707
  nChanged 32
		SP:Iteration 45Q (6223.750000 sec): 3 clusters
  Score: Raw -4579042.426959 + Penalty 3434.433956 = -4575607.993003
  nChanged 28
		SP:Iteration 46Q (6223.820000 sec): 3 clusters
  Score: Raw -4579053.414169 + Penalty 3434.433956 = -4575618.980212
  nChanged 27
		SP:Iteration 47Q (6223.900000 sec): 3 clusters
  Score: Raw -4579062.733810 + Penalty 3434.433956 = -4575628.299854
  nChanged 22
		SP:Iteration 48Q (6223.970000 sec): 3 clusters
  Score: Raw -4579069.093388 + Penalty 3434.433956 = -4575634.659432
  nChanged 13
		SP:Iteration 49Q (6224.040000 sec): 3 clusters
  Score: Raw -4579074.781679 + Penalty 3434.433956 = -4575640.347723
  nChanged 20
		SP:Iteration 50Q (6224.120000 sec): 3 clusters
  Score: Raw -4579081.499747 + Penalty 3434.433956 = -4575647.065791
  nChanged 20
		SP:Iteration 51Q (6224.190000 sec): 3 clusters
  Score: Raw -4579088.098621 + Penalty 3434.433956 = -4575653.664665
  nChanged 12
		SP:Iteration 52Q (6224.270000 sec): 3 clusters
  Score: Raw -4579092.877022 + Penalty 3434.433956 = -4575658.443066
  nChanged 13
		SP:Iteration 53Q (6224.340000 sec): 3 clusters
  Score: Raw -4579097.285595 + Penalty 3434.433956 = -4575662.851639
  nChanged 11
		SP:Iteration 54Q (6224.410000 sec): 3 clusters
  Score: Raw -4579100.454165 + Penalty 3434.433956 = -4575666.020209
  nChanged 10
		SP:Iteration 55Q (6224.490000 sec): 3 clusters
  Score: Raw -4579103.829950 + Penalty 3434.433956 = -4575669.395994
  nChanged 12
		SP:Iteration 56Q (6224.560000 sec): 3 clusters
  Score: Raw -4579107.028406 + Penalty 3434.433956 = -4575672.594450
  nChanged 6
		SP:Iteration 57Q (6224.630000 sec): 3 clusters
  Score: Raw -4579108.812447 + Penalty 3434.433956 = -4575674.378491
  nChanged 10
		SP:Iteration 58Q (6224.710000 sec): 3 clusters
  Score: Raw -4579111.715977 + Penalty 3434.433956 = -4575677.282021
  nChanged 6
		SP:Iteration 59Q (6224.780000 sec): 3 clusters
  Score: Raw -4579113.192216 + Penalty 3434.433956 = -4575678.758260
  nChanged 4
		SP:Iteration 60F (6224.880000 sec): 3 clusters
  Score: Raw -4579114.925498 + Penalty 3434.433956 = -4575680.491542
  nChanged 3
		SP:Iteration 61Q (6224.960000 sec): 3 clusters
  Score: Raw -4579115.764676 + Penalty 3434.433956 = -4575681.330720
  nChanged 2
		SP:Iteration 62Q (6225.030000 sec): 3 clusters
  Score: Raw -4579116.687535 + Penalty 3434.433956 = -4575682.253579
  nChanged 6
		SP:Iteration 63Q (6225.100000 sec): 3 clusters
  Score: Raw -4579118.487836 + Penalty 3434.433956 = -4575684.053880
  nChanged 6
		SP:Iteration 64Q (6225.180000 sec): 3 clusters
  Score: Raw -4579120.545853 + Penalty 3434.433956 = -4575686.111897
  nChanged 5
		SP:Iteration 65Q (6225.250000 sec): 3 clusters
  Score: Raw -4579122.545496 + Penalty 3434.433956 = -4575688.111540
  nChanged 5
		SP:Iteration 66Q (6225.320000 sec): 3 clusters
  Score: Raw -4579123.834751 + Penalty 3434.433956 = -4575689.400795
  nChanged 4
		SP:Iteration 67Q (6225.400000 sec): 3 clusters
  Score: Raw -4579125.707988 + Penalty 3434.433956 = -4575691.274032
  nChanged 5
		SP:Iteration 68Q (6225.470000 sec): 3 clusters
  Score: Raw -4579127.285281 + Penalty 3434.433956 = -4575692.851325
  nChanged 0
		SP:Iteration 69F (6225.570000 sec): 3 clusters
  Score: Raw -4579127.285281 + Penalty 3434.433956 = -4575692.851325
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (15160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6225.620000 sec): 2 clusters
  Score: Raw -1641136.866896 + Penalty 1564.292545 = -1639572.574352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6225.660000 sec): 3 clusters
  Score: Raw -1632132.612332 + Penalty 3128.585089 = -1629004.027243
  nChanged 6836
		SP:Iteration 1F (6225.700000 sec): 3 clusters
  Score: Raw -1636177.635000 + Penalty 3128.585089 = -1633049.049911
  nChanged 1060
		SP:Iteration 2F (6225.740000 sec): 3 clusters
  Score: Raw -1636760.545106 + Penalty 3128.585089 = -1633631.960017
  nChanged 996
		SP:Iteration 3F (6225.780000 sec): 3 clusters
  Score: Raw -1637336.734932 + Penalty 3128.585089 = -1634208.149842
  nChanged 950
		SP:Iteration 4F (6225.820000 sec): 3 clusters
  Score: Raw -1637907.241365 + Penalty 3128.585089 = -1634778.656276
  nChanged 860
		SP:Iteration 5F (6225.860000 sec): 3 clusters
  Score: Raw -1638385.240972 + Penalty 3128.585089 = -1635256.655883
  nChanged 733
		SP:Iteration 6Q (6225.900000 sec): 3 clusters
  Score: Raw -1638749.069298 + Penalty 3128.585089 = -1635620.484209
  nChanged 646
		SP:Iteration 7Q (6225.940000 sec): 3 clusters
  Score: Raw -1639026.923782 + Penalty 3128.585089 = -1635898.338693
  nChanged 517
		SP:Iteration 8Q (6225.970000 sec): 3 clusters
  Score: Raw -1639223.743151 + Penalty 3128.585089 = -1636095.158062
  nChanged 440
		SP:Iteration 9Q (6226.010000 sec): 3 clusters
  Score: Raw -1639374.916312 + Penalty 3128.585089 = -1636246.331223
  nChanged 350
		SP:Iteration 10Q (6226.050000 sec): 3 clusters
  Score: Raw -1639483.895871 + Penalty 3128.585089 = -1636355.310782
  nChanged 304
		SP:Iteration 11Q (6226.090000 sec): 3 clusters
  Score: Raw -1639572.249649 + Penalty 3128.585089 = -1636443.664560
  nChanged 282
		SP:Iteration 12Q (6226.120000 sec): 3 clusters
  Score: Raw -1639653.075015 + Penalty 3128.585089 = -1636524.489926
  nChanged 289
		SP:Iteration 13Q (6226.160000 sec): 3 clusters
  Score: Raw -1639750.263239 + Penalty 3128.585089 = -1636621.678150
  nChanged 282
		SP:Iteration 14Q (6226.200000 sec): 3 clusters
  Score: Raw -1639843.662574 + Penalty 3128.585089 = -1636715.077484
  nChanged 286
		SP:Iteration 15Q (6226.240000 sec): 3 clusters
  Score: Raw -1639938.074471 + Penalty 3128.585089 = -1636809.489381
  nChanged 254
		SP:Iteration 16Q (6226.280000 sec): 3 clusters
  Score: Raw -1640023.177380 + Penalty 3128.585089 = -1636894.592291
  nChanged 265
		SP:Iteration 17Q (6226.320000 sec): 3 clusters
  Score: Raw -1640102.491626 + Penalty 3128.585089 = -1636973.906536
  nChanged 238
		SP:Iteration 18Q (6226.350000 sec): 3 clusters
  Score: Raw -1640165.993892 + Penalty 3128.585089 = -1637037.408803
  nChanged 210
		SP:Iteration 19Q (6226.390000 sec): 3 clusters
  Score: Raw -1640229.994346 + Penalty 3128.585089 = -1637101.409257
  nChanged 209
		SP:Iteration 20F (6226.430000 sec): 3 clusters
  Score: Raw -1640280.847171 + Penalty 3128.585089 = -1637152.262081
  nChanged 189
		SP:Iteration 21Q (6226.470000 sec): 3 clusters
  Score: Raw -1640327.018555 + Penalty 3128.585089 = -1637198.433466
  nChanged 161
		SP:Iteration 22Q (6226.500000 sec): 3 clusters
  Score: Raw -1640365.277223 + Penalty 3128.585089 = -1637236.692133
  nChanged 122
		SP:Iteration 23Q (6226.540000 sec): 3 clusters
  Score: Raw -1640389.770322 + Penalty 3128.585089 = -1637261.185233
  nChanged 110
		SP:Iteration 24Q (6226.580000 sec): 3 clusters
  Score: Raw -1640412.447746 + Penalty 3128.585089 = -1637283.862657
  nChanged 118
		SP:Iteration 25Q (6226.620000 sec): 3 clusters
  Score: Raw -1640436.923829 + Penalty 3128.585089 = -1637308.338740
  nChanged 105
		SP:Iteration 26Q (6226.650000 sec): 3 clusters
  Score: Raw -1640459.168198 + Penalty 3128.585089 = -1637330.583109
  nChanged 114
		SP:Iteration 27Q (6226.690000 sec): 3 clusters
  Score: Raw -1640488.524814 + Penalty 3128.585089 = -1637359.939724
  nChanged 115
		SP:Iteration 28Q (6226.730000 sec): 3 clusters
  Score: Raw -1640512.767812 + Penalty 3128.585089 = -1637384.182723
  nChanged 114
		SP:Iteration 29Q (6226.760000 sec): 3 clusters
  Score: Raw -1640540.101461 + Penalty 3128.585089 = -1637411.516372
  nChanged 123
		SP:Iteration 30Q (6226.800000 sec): 3 clusters
  Score: Raw -1640569.534431 + Penalty 3128.585089 = -1637440.949341
  nChanged 112
		SP:Iteration 31Q (6226.840000 sec): 3 clusters
  Score: Raw -1640599.161934 + Penalty 3128.585089 = -1637470.576844
  nChanged 115
		SP:Iteration 32Q (6226.880000 sec): 3 clusters
  Score: Raw -1640631.233916 + Penalty 3128.585089 = -1637502.648827
  nChanged 139
		SP:Iteration 33Q (6226.910000 sec): 3 clusters
  Score: Raw -1640675.853293 + Penalty 3128.585089 = -1637547.268204
  nChanged 153
		SP:Iteration 34Q (6226.950000 sec): 3 clusters
  Score: Raw -1640735.111552 + Penalty 3128.585089 = -1637606.526463
  nChanged 148
		SP:Iteration 35Q (6226.990000 sec): 3 clusters
  Score: Raw -1640792.014656 + Penalty 3128.585089 = -1637663.429567
  nChanged 150
		SP:Iteration 36Q (6227.020000 sec): 3 clusters
  Score: Raw -1640844.070870 + Penalty 3128.585089 = -1637715.485780
  nChanged 152
		SP:Iteration 37Q (6227.060000 sec): 3 clusters
  Score: Raw -1640891.379208 + Penalty 3128.585089 = -1637762.794119
  nChanged 148
		SP:Iteration 38Q (6227.100000 sec): 3 clusters
  Score: Raw -1640940.847226 + Penalty 3128.585089 = -1637812.262137
  nChanged 158
		SP:Iteration 39Q (6227.130000 sec): 3 clusters
  Score: Raw -1640993.567661 + Penalty 3128.585089 = -1637864.982572
  nChanged 154
		SP:Iteration 40F (6227.170000 sec): 3 clusters
  Score: Raw -1641042.809770 + Penalty 3128.585089 = -1637914.224681
  nChanged 156
		SP:Iteration 41Q (6227.210000 sec): 3 clusters
  Score: Raw -1641098.421098 + Penalty 3128.585089 = -1637969.836008
  nChanged 157
		SP:Iteration 42Q (6227.240000 sec): 3 clusters
  Score: Raw -1641145.996227 + Penalty 3128.585089 = -1638017.411137
  nChanged 139
		SP:Iteration 43Q (6227.280000 sec): 3 clusters
  Score: Raw -1641193.666663 + Penalty 3128.585089 = -1638065.081574
  nChanged 140
		SP:Iteration 44Q (6227.310000 sec): 3 clusters
  Score: Raw -1641239.796314 + Penalty 3128.585089 = -1638111.211225
  nChanged 131
		SP:Iteration 45Q (6227.350000 sec): 3 clusters
  Score: Raw -1641287.233701 + Penalty 3128.585089 = -1638158.648612
  nChanged 131
		SP:Iteration 46Q (6227.380000 sec): 3 clusters
  Score: Raw -1641336.488951 + Penalty 3128.585089 = -1638207.903862
  nChanged 146
		SP:Iteration 47Q (6227.420000 sec): 3 clusters
  Score: Raw -1641398.877777 + Penalty 3128.585089 = -1638270.292688
  nChanged 150
		SP:Iteration 48Q (6227.450000 sec): 3 clusters
  Score: Raw -1641462.889883 + Penalty 3128.585089 = -1638334.304794
  nChanged 164
		SP:Iteration 49Q (6227.480000 sec): 3 clusters
  Score: Raw -1641543.562099 + Penalty 3128.585089 = -1638414.977009
  nChanged 169
		SP:Iteration 50Q (6227.520000 sec): 3 clusters
  Score: Raw -1641625.053118 + Penalty 3128.585089 = -1638496.468029
  nChanged 163
		SP:Iteration 51Q (6227.550000 sec): 3 clusters
  Score: Raw -1641714.249612 + Penalty 3128.585089 = -1638585.664523
  nChanged 153
		SP:Iteration 52Q (6227.580000 sec): 3 clusters
  Score: Raw -1641784.729877 + Penalty 3128.585089 = -1638656.144788
  nChanged 134
		SP:Iteration 53Q (6227.620000 sec): 3 clusters
  Score: Raw -1641852.850757 + Penalty 3128.585089 = -1638724.265668
  nChanged 130
		SP:Iteration 54Q (6227.650000 sec): 3 clusters
  Score: Raw -1641928.388036 + Penalty 3128.585089 = -1638799.802947
  nChanged 121
		SP:Iteration 55Q (6227.680000 sec): 3 clusters
  Score: Raw -1642000.498062 + Penalty 3128.585089 = -1638871.912973
  nChanged 123
		SP:Iteration 56Q (6227.710000 sec): 3 clusters
  Score: Raw -1642070.488639 + Penalty 3128.585089 = -1638941.903550
  nChanged 107
		SP:Iteration 57Q (6227.740000 sec): 3 clusters
  Score: Raw -1642127.647455 + Penalty 3128.585089 = -1638999.062366
  nChanged 99
		SP:Iteration 58Q (6227.770000 sec): 3 clusters
  Score: Raw -1642183.054348 + Penalty 3128.585089 = -1639054.469258
  nChanged 85
		SP:Iteration 59Q (6227.800000 sec): 3 clusters
  Score: Raw -1642227.501363 + Penalty 3128.585089 = -1639098.916274
  nChanged 66
		SP:Iteration 60F (6227.840000 sec): 3 clusters
  Score: Raw -1642250.579630 + Penalty 3128.585089 = -1639121.994541
  nChanged 50
		SP:Iteration 61Q (6227.880000 sec): 3 clusters
  Score: Raw -1642267.441895 + Penalty 3128.585089 = -1639138.856806
  nChanged 34
		SP:Iteration 62Q (6227.900000 sec): 3 clusters
  Score: Raw -1642282.596542 + Penalty 3128.585089 = -1639154.011452
  nChanged 39
		SP:Iteration 63Q (6227.940000 sec): 3 clusters
  Score: Raw -1642303.233805 + Penalty 3128.585089 = -1639174.648716
  nChanged 41
		SP:Iteration 64Q (6227.970000 sec): 3 clusters
  Score: Raw -1642321.779559 + Penalty 3128.585089 = -1639193.194469
  nChanged 35
		SP:Iteration 65Q (6228.000000 sec): 3 clusters
  Score: Raw -1642336.780677 + Penalty 3128.585089 = -1639208.195588
  nChanged 24
		SP:Iteration 66Q (6228.030000 sec): 3 clusters
  Score: Raw -1642347.624464 + Penalty 3128.585089 = -1639219.039375
  nChanged 28
		SP:Iteration 67Q (6228.060000 sec): 3 clusters
  Score: Raw -1642357.704215 + Penalty 3128.585089 = -1639229.119125
  nChanged 22
		SP:Iteration 68Q (6228.090000 sec): 3 clusters
  Score: Raw -1642366.975614 + Penalty 3128.585089 = -1639238.390525
  nChanged 21
		SP:Iteration 69Q (6228.120000 sec): 3 clusters
  Score: Raw -1642374.332426 + Penalty 3128.585089 = -1639245.747337
  nChanged 16
		SP:Iteration 70Q (6228.150000 sec): 3 clusters
  Score: Raw -1642381.350264 + Penalty 3128.585089 = -1639252.765175
  nChanged 14
		SP:Iteration 71Q (6228.180000 sec): 3 clusters
  Score: Raw -1642387.519734 + Penalty 3128.585089 = -1639258.934645
  nChanged 15
		SP:Iteration 72Q (6228.210000 sec): 3 clusters
  Score: Raw -1642392.804661 + Penalty 3128.585089 = -1639264.219572
  nChanged 10
		SP:Iteration 73Q (6228.240000 sec): 3 clusters
  Score: Raw -1642396.108406 + Penalty 3128.585089 = -1639267.523317
  nChanged 8
		SP:Iteration 74Q (6228.270000 sec): 3 clusters
  Score: Raw -1642398.723777 + Penalty 3128.585089 = -1639270.138688
  nChanged 5
		SP:Iteration 75Q (6228.300000 sec): 3 clusters
  Score: Raw -1642400.439824 + Penalty 3128.585089 = -1639271.854735
  nChanged 2
		SP:Iteration 76Q (6228.330000 sec): 3 clusters
  Score: Raw -1642401.345311 + Penalty 3128.585089 = -1639272.760222
  nChanged 3
		SP:Iteration 77Q (6228.360000 sec): 3 clusters
  Score: Raw -1642402.004631 + Penalty 3128.585089 = -1639273.419542
  nChanged 2
		SP:Iteration 78Q (6228.390000 sec): 3 clusters
  Score: Raw -1642402.635779 + Penalty 3128.585089 = -1639274.050690
  nChanged 2
		SP:Iteration 79Q (6228.420000 sec): 3 clusters
  Score: Raw -1642403.035278 + Penalty 3128.585089 = -1639274.450188
  nChanged 0
		SP:Iteration 80F (6228.460000 sec): 3 clusters
  Score: Raw -1642403.035278 + Penalty 3128.585089 = -1639274.450188
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6228.470000 sec): 2 clusters
  Score: Raw -150689.586392 + Penalty 1169.583245 = -149520.003147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6228.470000 sec): 3 clusters
  Score: Raw -150215.969536 + Penalty 2339.166490 = -147876.803046
  nChanged 410
		SP:Iteration 1F (6228.480000 sec): 3 clusters
  Score: Raw -150555.557758 + Penalty 2339.166490 = -148216.391268
  nChanged 110
		SP:Iteration 2F (6228.480000 sec): 3 clusters
  Score: Raw -150723.312442 + Penalty 2339.166490 = -148384.145952
  nChanged 90
		SP:Iteration 3F (6228.480000 sec): 3 clusters
  Score: Raw -150833.133535 + Penalty 2339.166490 = -148493.967045
  nChanged 59
		SP:Iteration 4Q (6228.490000 sec): 3 clusters
  Score: Raw -150910.942383 + Penalty 2339.166490 = -148571.775892
  nChanged 51
		SP:Iteration 5Q (6228.490000 sec): 3 clusters
  Score: Raw -150964.535180 + Penalty 2339.166490 = -148625.368690
  nChanged 30
		SP:Iteration 6Q (6228.490000 sec): 3 clusters
  Score: Raw -150995.847790 + Penalty 2339.166490 = -148656.681300
  nChanged 25
		SP:Iteration 7Q (6228.500000 sec): 3 clusters
  Score: Raw -151018.799337 + Penalty 2339.166490 = -148679.632847
  nChanged 20
		SP:Iteration 8Q (6228.500000 sec): 3 clusters
  Score: Raw -151034.177223 + Penalty 2339.166490 = -148695.010733
  nChanged 17
		SP:Iteration 9Q (6228.500000 sec): 3 clusters
  Score: Raw -151047.733769 + Penalty 2339.166490 = -148708.567279
  nChanged 17
		SP:Iteration 10Q (6228.500000 sec): 3 clusters
  Score: Raw -151061.583857 + Penalty 2339.166490 = -148722.417366
  nChanged 16
		SP:Iteration 11Q (6228.510000 sec): 3 clusters
  Score: Raw -151071.202833 + Penalty 2339.166490 = -148732.036343
  nChanged 9
		SP:Iteration 12Q (6228.510000 sec): 3 clusters
  Score: Raw -151077.210138 + Penalty 2339.166490 = -148738.043648
  nChanged 12
		SP:Iteration 13Q (6228.520000 sec): 3 clusters
  Score: Raw -151087.415308 + Penalty 2339.166490 = -148748.248818
  nChanged 10
		SP:Iteration 14Q (6228.520000 sec): 3 clusters
  Score: Raw -151099.209423 + Penalty 2339.166490 = -148760.042933
  nChanged 13
		SP:Iteration 15Q (6228.520000 sec): 3 clusters
  Score: Raw -151111.462659 + Penalty 2339.166490 = -148772.296169
  nChanged 12
		SP:Iteration 16Q (6228.520000 sec): 3 clusters
  Score: Raw -151121.230427 + Penalty 2339.166490 = -148782.063937
  nChanged 14
		SP:Iteration 17Q (6228.530000 sec): 3 clusters
  Score: Raw -151134.971224 + Penalty 2339.166490 = -148795.804734
  nChanged 13
		SP:Iteration 18Q (6228.530000 sec): 3 clusters
  Score: Raw -151145.365407 + Penalty 2339.166490 = -148806.198917
  nChanged 8
		SP:Iteration 19Q (6228.530000 sec): 3 clusters
  Score: Raw -151150.875311 + Penalty 2339.166490 = -148811.708821
  nChanged 5
		SP:Iteration 20F (6228.540000 sec): 3 clusters
  Score: Raw -151153.235129 + Penalty 2339.166490 = -148814.068639
  nChanged 7
		SP:Iteration 21Q (6228.540000 sec): 3 clusters
  Score: Raw -151157.974736 + Penalty 2339.166490 = -148818.808246
  nChanged 8
		SP:Iteration 22Q (6228.540000 sec): 3 clusters
  Score: Raw -151162.524824 + Penalty 2339.166490 = -148823.358334
  nChanged 5
		SP:Iteration 23Q (6228.540000 sec): 3 clusters
  Score: Raw -151168.022485 + Penalty 2339.166490 = -148828.855995
  nChanged 9
		SP:Iteration 24Q (6228.550000 sec): 3 clusters
  Score: Raw -151175.304268 + Penalty 2339.166490 = -148836.137778
  nChanged 11
		SP:Iteration 25Q (6228.550000 sec): 3 clusters
  Score: Raw -151195.067766 + Penalty 2339.166490 = -148855.901276
  nChanged 16
		SP:Iteration 26Q (6228.560000 sec): 3 clusters
  Score: Raw -151215.610237 + Penalty 2339.166490 = -148876.443747
  nChanged 16
		SP:Iteration 27Q (6228.560000 sec): 3 clusters
  Score: Raw -151234.906268 + Penalty 2339.166490 = -148895.739778
  nChanged 21
		SP:Iteration 28Q (6228.560000 sec): 3 clusters
  Score: Raw -151259.516854 + Penalty 2339.166490 = -148920.350364
  nChanged 24
		SP:Iteration 29Q (6228.560000 sec): 3 clusters
  Score: Raw -151289.134612 + Penalty 2339.166490 = -148949.968122
  nChanged 22
		SP:Iteration 30Q (6228.570000 sec): 3 clusters
  Score: Raw -151328.665303 + Penalty 2339.166490 = -148989.498813
  nChanged 32
		SP:Iteration 31Q (6228.570000 sec): 3 clusters
  Score: Raw -151386.143359 + Penalty 2339.166490 = -149046.976869
  nChanged 28
		SP:Iteration 32Q (6228.570000 sec): 3 clusters
  Score: Raw -151429.771599 + Penalty 2339.166490 = -149090.605109
  nChanged 26
		SP:Iteration 33Q (6228.580000 sec): 3 clusters
  Score: Raw -151476.945613 + Penalty 2339.166490 = -149137.779123
  nChanged 18
		SP:Iteration 34Q (6228.580000 sec): 3 clusters
  Score: Raw -151505.100298 + Penalty 2339.166490 = -149165.933808
  nChanged 19
		SP:Iteration 35Q (6228.580000 sec): 3 clusters
  Score: Raw -151557.559145 + Penalty 2339.166490 = -149218.392655
  nChanged 19
		SP:Iteration 36Q (6228.580000 sec): 3 clusters
  Score: Raw -151588.543352 + Penalty 2339.166490 = -149249.376862
  nChanged 11
		SP:Iteration 37Q (6228.580000 sec): 3 clusters
  Score: Raw -151601.634306 + Penalty 2339.166490 = -149262.467816
  nChanged 10
		SP:Iteration 38Q (6228.590000 sec): 3 clusters
  Score: Raw -151611.360207 + Penalty 2339.166490 = -149272.193717
  nChanged 6
		SP:Iteration 39Q (6228.590000 sec): 3 clusters
  Score: Raw -151618.517722 + Penalty 2339.166490 = -149279.351232
  nChanged 6
		SP:Iteration 40F (6228.590000 sec): 3 clusters
  Score: Raw -151643.008665 + Penalty 2339.166490 = -149303.842175
  nChanged 8
		SP:Iteration 41Q (6228.600000 sec): 3 clusters
  Score: Raw -151662.549860 + Penalty 2339.166490 = -149323.383370
  nChanged 6
		SP:Iteration 42Q (6228.600000 sec): 3 clusters
  Score: Raw -151666.858149 + Penalty 2339.166490 = -149327.691659
  nChanged 4
		SP:Iteration 43Q (6228.600000 sec): 3 clusters
  Score: Raw -151668.859814 + Penalty 2339.166490 = -149329.693324
  nChanged 1
		SP:Iteration 44Q (6228.600000 sec): 3 clusters
  Score: Raw -151669.420705 + Penalty 2339.166490 = -149330.254215
  nChanged 2
		SP:Iteration 45Q (6228.600000 sec): 3 clusters
  Score: Raw -151671.605991 + Penalty 2339.166490 = -149332.439501
  nChanged 3
		SP:Iteration 46Q (6228.610000 sec): 3 clusters
  Score: Raw -151674.460082 + Penalty 2339.166490 = -149335.293592
  nChanged 2
		SP:Iteration 47Q (6228.610000 sec): 3 clusters
  Score: Raw -151675.393883 + Penalty 2339.166490 = -149336.227393
  nChanged 2
		SP:Iteration 48Q (6228.610000 sec): 3 clusters
  Score: Raw -151676.386645 + Penalty 2339.166490 = -149337.220155
  nChanged 0
		SP:Iteration 49F (6228.620000 sec): 3 clusters
  Score: Raw -151676.386645 + Penalty 2339.166490 = -149337.220155
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (320898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6229.570000 sec): 2 clusters
  Score: Raw -37200765.078242 + Penalty 2060.317772 = -37198704.760471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6230.450000 sec): 3 clusters
  Score: Raw -36986594.828617 + Penalty 4120.635543 = -36982474.193074
  nChanged 156491
		SP:Iteration 1F (6231.320000 sec): 3 clusters
  Score: Raw -37082275.559300 + Penalty 4120.635543 = -37078154.923757
  nChanged 12718
		SP:Iteration 2Q (6232.200000 sec): 3 clusters
  Score: Raw -37086694.613922 + Penalty 4120.635543 = -37082573.978379
  nChanged 16853
		SP:Iteration 3F (6233.050000 sec): 3 clusters
  Score: Raw -37094842.292686 + Penalty 4120.635543 = -37090721.657143
  nChanged 22520
		SP:Iteration 4F (6233.910000 sec): 3 clusters
  Score: Raw -37109505.619958 + Penalty 4120.635543 = -37105384.984414
  nChanged 27792
		SP:Iteration 5F (6234.770000 sec): 3 clusters
  Score: Raw -37132562.465948 + Penalty 4120.635543 = -37128441.830405
  nChanged 28804
		SP:Iteration 6F (6235.620000 sec): 3 clusters
  Score: Raw -37160338.697031 + Penalty 4120.635543 = -37156218.061488
  nChanged 22573
		SP:Iteration 7F (6236.470000 sec): 3 clusters
  Score: Raw -37183084.496156 + Penalty 4120.635543 = -37178963.860613
  nChanged 12386
		SP:Iteration 8Q (6237.290000 sec): 3 clusters
  Score: Raw -37195146.260063 + Penalty 4120.635543 = -37191025.624520
  nChanged 4661
		SP:Iteration 9Q (6238.040000 sec): 3 clusters
  Score: Raw -37199362.953186 + Penalty 4120.635543 = -37195242.317643
  nChanged 1367
		SP:Iteration 10Q (6238.710000 sec): 3 clusters
  Score: Raw -37200518.724397 + Penalty 4120.635543 = -37196398.088854
  nChanged 326
		SP:Iteration 11Q (6239.340000 sec): 3 clusters
  Score: Raw -37200804.986179 + Penalty 4120.635543 = -37196684.350636
  nChanged 122
		SP:Iteration 12Q (6239.950000 sec): 3 clusters
  Score: Raw -37200930.261883 + Penalty 4120.635543 = -37196809.626339
  nChanged 56
		SP:Iteration 13Q (6240.550000 sec): 3 clusters
  Score: Raw -37200981.316056 + Penalty 4120.635543 = -37196860.680513
  nChanged 25
		SP:Iteration 14Q (6241.160000 sec): 3 clusters
  Score: Raw -37201008.755504 + Penalty 4120.635543 = -37196888.119961
  nChanged 20
		SP:Iteration 15Q (6241.760000 sec): 3 clusters
  Score: Raw -37201030.418590 + Penalty 4120.635543 = -37196909.783047
  nChanged 15
		SP:Iteration 16Q (6242.360000 sec): 3 clusters
  Score: Raw -37201044.546894 + Penalty 4120.635543 = -37196923.911351
  nChanged 7
		SP:Iteration 17Q (6242.960000 sec): 3 clusters
  Score: Raw -37201055.039763 + Penalty 4120.635543 = -37196934.404220
  nChanged 8
		SP:Iteration 18Q (6243.560000 sec): 3 clusters
  Score: Raw -37201063.858769 + Penalty 4120.635543 = -37196943.223226
  nChanged 7
		SP:Iteration 19Q (6244.150000 sec): 3 clusters
  Score: Raw -37201071.732295 + Penalty 4120.635543 = -37196951.096752
  nChanged 6
		SP:Iteration 20F (6244.990000 sec): 3 clusters
  Score: Raw -37201075.339214 + Penalty 4120.635543 = -37196954.703671
  nChanged 3
		SP:Iteration 21Q (6245.590000 sec): 3 clusters
  Score: Raw -37201079.504827 + Penalty 4120.635543 = -37196958.869284
  nChanged 1
		SP:Iteration 22Q (6246.190000 sec): 3 clusters
  Score: Raw -37201079.840499 + Penalty 4120.635543 = -37196959.204956
  nChanged 0
		SP:Iteration 23F (6247.030000 sec): 3 clusters
  Score: Raw -37201079.840499 + Penalty 4120.635543 = -37196959.204956
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6247.210000 sec): 2 clusters
  Score: Raw -490916.990030 + Penalty 1358.549633 = -489558.440397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6247.220000 sec): 3 clusters
  Score: Raw -488736.705508 + Penalty 2717.099267 = -486019.606242
  nChanged 1680
		SP:Iteration 1F (6247.230000 sec): 3 clusters
  Score: Raw -489593.637724 + Penalty 2717.099267 = -486876.538457
  nChanged 265
		SP:Iteration 2F (6247.240000 sec): 3 clusters
  Score: Raw -489721.726438 + Penalty 2717.099267 = -487004.627171
  nChanged 195
		SP:Iteration 3Q (6247.250000 sec): 3 clusters
  Score: Raw -489814.539596 + Penalty 2717.099267 = -487097.440329
  nChanged 163
		SP:Iteration 4Q (6247.260000 sec): 3 clusters
  Score: Raw -489891.962626 + Penalty 2717.099267 = -487174.863360
  nChanged 145
		SP:Iteration 5Q (6247.270000 sec): 3 clusters
  Score: Raw -489957.854294 + Penalty 2717.099267 = -487240.755027
  nChanged 121
		SP:Iteration 6Q (6247.280000 sec): 3 clusters
  Score: Raw -490010.225192 + Penalty 2717.099267 = -487293.125926
  nChanged 102
		SP:Iteration 7Q (6247.290000 sec): 3 clusters
  Score: Raw -490060.575449 + Penalty 2717.099267 = -487343.476183
  nChanged 100
		SP:Iteration 8Q (6247.300000 sec): 3 clusters
  Score: Raw -490097.851843 + Penalty 2717.099267 = -487380.752576
  nChanged 80
		SP:Iteration 9Q (6247.310000 sec): 3 clusters
  Score: Raw -490129.169275 + Penalty 2717.099267 = -487412.070008
  nChanged 76
		SP:Iteration 10Q (6247.330000 sec): 3 clusters
  Score: Raw -490159.496838 + Penalty 2717.099267 = -487442.397571
  nChanged 76
		SP:Iteration 11Q (6247.330000 sec): 3 clusters
  Score: Raw -490193.173417 + Penalty 2717.099267 = -487476.074151
  nChanged 97
		SP:Iteration 12Q (6247.350000 sec): 3 clusters
  Score: Raw -490242.318789 + Penalty 2717.099267 = -487525.219522
  nChanged 95
		SP:Iteration 13Q (6247.360000 sec): 3 clusters
  Score: Raw -490291.102443 + Penalty 2717.099267 = -487574.003176
  nChanged 100
		SP:Iteration 14Q (6247.370000 sec): 3 clusters
  Score: Raw -490334.662877 + Penalty 2717.099267 = -487617.563610
  nChanged 97
		SP:Iteration 15Q (6247.380000 sec): 3 clusters
  Score: Raw -490383.099995 + Penalty 2717.099267 = -487666.000729
  nChanged 96
		SP:Iteration 16Q (6247.390000 sec): 3 clusters
  Score: Raw -490440.962988 + Penalty 2717.099267 = -487723.863722
  nChanged 98
		SP:Iteration 17Q (6247.400000 sec): 3 clusters
  Score: Raw -490500.534593 + Penalty 2717.099267 = -487783.435326
  nChanged 115
		SP:Iteration 18Q (6247.410000 sec): 3 clusters
  Score: Raw -490588.142966 + Penalty 2717.099267 = -487871.043699
  nChanged 98
		SP:Iteration 19Q (6247.420000 sec): 3 clusters
  Score: Raw -490647.104639 + Penalty 2717.099267 = -487930.005373
  nChanged 74
		SP:Iteration 20F (6247.430000 sec): 3 clusters
  Score: Raw -490690.294782 + Penalty 2717.099267 = -487973.195515
  nChanged 74
		SP:Iteration 21Q (6247.440000 sec): 3 clusters
  Score: Raw -490742.890026 + Penalty 2717.099267 = -488025.790759
  nChanged 59
		SP:Iteration 22Q (6247.450000 sec): 3 clusters
  Score: Raw -490781.129720 + Penalty 2717.099267 = -488064.030453
  nChanged 55
		SP:Iteration 23Q (6247.460000 sec): 3 clusters
  Score: Raw -490818.779855 + Penalty 2717.099267 = -488101.680588
  nChanged 45
		SP:Iteration 24Q (6247.470000 sec): 3 clusters
  Score: Raw -490849.081794 + Penalty 2717.099267 = -488131.982527
  nChanged 49
		SP:Iteration 25Q (6247.480000 sec): 3 clusters
  Score: Raw -490892.580019 + Penalty 2717.099267 = -488175.480753
  nChanged 40
		SP:Iteration 26Q (6247.490000 sec): 3 clusters
  Score: Raw -490923.441566 + Penalty 2717.099267 = -488206.342299
  nChanged 34
		SP:Iteration 27Q (6247.500000 sec): 3 clusters
  Score: Raw -490947.961969 + Penalty 2717.099267 = -488230.862702
  nChanged 23
		SP:Iteration 28Q (6247.510000 sec): 3 clusters
  Score: Raw -490965.703657 + Penalty 2717.099267 = -488248.604390
  nChanged 22
		SP:Iteration 29Q (6247.520000 sec): 3 clusters
  Score: Raw -490988.166966 + Penalty 2717.099267 = -488271.067699
  nChanged 23
		SP:Iteration 30Q (6247.530000 sec): 3 clusters
  Score: Raw -491006.248440 + Penalty 2717.099267 = -488289.149174
  nChanged 15
		SP:Iteration 31Q (6247.540000 sec): 3 clusters
  Score: Raw -491023.848244 + Penalty 2717.099267 = -488306.748977
  nChanged 10
		SP:Iteration 32Q (6247.550000 sec): 3 clusters
  Score: Raw -491032.031964 + Penalty 2717.099267 = -488314.932697
  nChanged 9
		SP:Iteration 33Q (6247.550000 sec): 3 clusters
  Score: Raw -491039.983053 + Penalty 2717.099267 = -488322.883786
  nChanged 9
		SP:Iteration 34Q (6247.560000 sec): 3 clusters
  Score: Raw -491047.677705 + Penalty 2717.099267 = -488330.578439
  nChanged 6
		SP:Iteration 35Q (6247.570000 sec): 3 clusters
  Score: Raw -491052.174497 + Penalty 2717.099267 = -488335.075231
  nChanged 3
		SP:Iteration 36Q (6247.580000 sec): 3 clusters
  Score: Raw -491054.011165 + Penalty 2717.099267 = -488336.911898
  nChanged 2
		SP:Iteration 37Q (6247.590000 sec): 3 clusters
  Score: Raw -491055.679170 + Penalty 2717.099267 = -488338.579903
  nChanged 0
		SP:Iteration 38F (6247.600000 sec): 3 clusters
  Score: Raw -491055.679170 + Penalty 2717.099267 = -488338.579903
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (24077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6247.680000 sec): 2 clusters
  Score: Raw -2834947.195212 + Penalty 1639.464500 = -2833307.730713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6247.750000 sec): 3 clusters
  Score: Raw -2820170.648613 + Penalty 3278.929000 = -2816891.719613
  nChanged 11010
		SP:Iteration 1F (6247.810000 sec): 3 clusters
  Score: Raw -2826148.169428 + Penalty 3278.929000 = -2822869.240428
  nChanged 1060
		SP:Iteration 2Q (6247.870000 sec): 3 clusters
  Score: Raw -2826438.440185 + Penalty 3278.929000 = -2823159.511185
  nChanged 902
		SP:Iteration 3Q (6247.940000 sec): 3 clusters
  Score: Raw -2826678.931661 + Penalty 3278.929000 = -2823400.002662
  nChanged 803
		SP:Iteration 4Q (6248.000000 sec): 3 clusters
  Score: Raw -2826883.927402 + Penalty 3278.929000 = -2823604.998402
  nChanged 765
		SP:Iteration 5Q (6248.070000 sec): 3 clusters
  Score: Raw -2827089.660310 + Penalty 3278.929000 = -2823810.731310
  nChanged 756
		SP:Iteration 6Q (6248.130000 sec): 3 clusters
  Score: Raw -2827346.713497 + Penalty 3278.929000 = -2824067.784498
  nChanged 869
		SP:Iteration 7Q (6248.190000 sec): 3 clusters
  Score: Raw -2827722.111119 + Penalty 3278.929000 = -2824443.182119
  nChanged 1078
		SP:Iteration 8Q (6248.270000 sec): 3 clusters
  Score: Raw -2828305.620525 + Penalty 3278.929000 = -2825026.691525
  nChanged 1252
		SP:Iteration 9F (6248.330000 sec): 3 clusters
  Score: Raw -2829119.377444 + Penalty 3278.929000 = -2825840.448444
  nChanged 1476
		SP:Iteration 10F (6248.390000 sec): 3 clusters
  Score: Raw -2830234.657066 + Penalty 3278.929000 = -2826955.728066
  nChanged 1556
		SP:Iteration 11F (6248.460000 sec): 3 clusters
  Score: Raw -2831501.795650 + Penalty 3278.929000 = -2828222.866650
  nChanged 1397
		SP:Iteration 12F (6248.520000 sec): 3 clusters
  Score: Raw -2832703.786121 + Penalty 3278.929000 = -2829424.857121
  nChanged 1112
		SP:Iteration 13Q (6248.580000 sec): 3 clusters
  Score: Raw -2833671.088658 + Penalty 3278.929000 = -2830392.159658
  nChanged 728
		SP:Iteration 14Q (6248.630000 sec): 3 clusters
  Score: Raw -2834324.727972 + Penalty 3278.929000 = -2831045.798972
  nChanged 416
		SP:Iteration 15Q (6248.680000 sec): 3 clusters
  Score: Raw -2834699.617972 + Penalty 3278.929000 = -2831420.688972
  nChanged 211
		SP:Iteration 16Q (6248.740000 sec): 3 clusters
  Score: Raw -2834896.078777 + Penalty 3278.929000 = -2831617.149777
  nChanged 100
		SP:Iteration 17Q (6248.780000 sec): 3 clusters
  Score: Raw -2834988.872111 + Penalty 3278.929000 = -2831709.943111
  nChanged 51
		SP:Iteration 18Q (6248.820000 sec): 3 clusters
  Score: Raw -2835055.622573 + Penalty 3278.929000 = -2831776.693574
  nChanged 36
		SP:Iteration 19Q (6248.870000 sec): 3 clusters
  Score: Raw -2835108.082592 + Penalty 3278.929000 = -2831829.153592
  nChanged 23
		SP:Iteration 20F (6248.930000 sec): 3 clusters
  Score: Raw -2835135.100522 + Penalty 3278.929000 = -2831856.171522
  nChanged 14
		SP:Iteration 21Q (6248.980000 sec): 3 clusters
  Score: Raw -2835149.591356 + Penalty 3278.929000 = -2831870.662356
  nChanged 11
		SP:Iteration 22Q (6249.020000 sec): 3 clusters
  Score: Raw -2835167.239823 + Penalty 3278.929000 = -2831888.310823
  nChanged 10
		SP:Iteration 23Q (6249.060000 sec): 3 clusters
  Score: Raw -2835180.015003 + Penalty 3278.929000 = -2831901.086003
  nChanged 10
		SP:Iteration 24Q (6249.110000 sec): 3 clusters
  Score: Raw -2835189.314058 + Penalty 3278.929000 = -2831910.385058
  nChanged 4
		SP:Iteration 25Q (6249.150000 sec): 3 clusters
  Score: Raw -2835193.263213 + Penalty 3278.929000 = -2831914.334214
  nChanged 3
		SP:Iteration 26Q (6249.190000 sec): 3 clusters
  Score: Raw -2835196.915356 + Penalty 3278.929000 = -2831917.986356
  nChanged 2
		SP:Iteration 27Q (6249.240000 sec): 3 clusters
  Score: Raw -2835198.253639 + Penalty 3278.929000 = -2831919.324640
  nChanged 2
		SP:Iteration 28Q (6249.280000 sec): 3 clusters
  Score: Raw -2835200.583501 + Penalty 3278.929000 = -2831921.654501
  nChanged 1
		SP:Iteration 29Q (6249.320000 sec): 3 clusters
  Score: Raw -2835201.766932 + Penalty 3278.929000 = -2831922.837932
  nChanged 0
		SP:Iteration 30F (6249.380000 sec): 3 clusters
  Score: Raw -2835201.766932 + Penalty 3278.929000 = -2831922.837932
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6249.410000 sec): 2 clusters
  Score: Raw -784974.229690 + Penalty 1433.531512 = -783540.698178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6249.430000 sec): 3 clusters
  Score: Raw -781302.513731 + Penalty 2867.063024 = -778435.450707
  nChanged 2839
		SP:Iteration 1F (6249.450000 sec): 3 clusters
  Score: Raw -782828.649710 + Penalty 2867.063024 = -779961.586687
  nChanged 485
		SP:Iteration 2F (6249.460000 sec): 3 clusters
  Score: Raw -783106.642722 + Penalty 2867.063024 = -780239.579698
  nChanged 409
		SP:Iteration 3F (6249.480000 sec): 3 clusters
  Score: Raw -783354.973855 + Penalty 2867.063024 = -780487.910832
  nChanged 366
		SP:Iteration 4F (6249.500000 sec): 3 clusters
  Score: Raw -783575.043524 + Penalty 2867.063024 = -780707.980500
  nChanged 343
		SP:Iteration 5F (6249.520000 sec): 3 clusters
  Score: Raw -783780.259992 + Penalty 2867.063024 = -780913.196968
  nChanged 330
		SP:Iteration 6Q (6249.530000 sec): 3 clusters
  Score: Raw -783962.690407 + Penalty 2867.063024 = -781095.627383
  nChanged 294
		SP:Iteration 7Q (6249.550000 sec): 3 clusters
  Score: Raw -784142.008808 + Penalty 2867.063024 = -781274.945784
  nChanged 262
		SP:Iteration 8Q (6249.570000 sec): 3 clusters
  Score: Raw -784310.197007 + Penalty 2867.063024 = -781443.133983
  nChanged 256
		SP:Iteration 9Q (6249.580000 sec): 3 clusters
  Score: Raw -784489.712146 + Penalty 2867.063024 = -781622.649123
  nChanged 232
		SP:Iteration 10Q (6249.600000 sec): 3 clusters
  Score: Raw -784657.748859 + Penalty 2867.063024 = -781790.685835
  nChanged 206
		SP:Iteration 11Q (6249.620000 sec): 3 clusters
  Score: Raw -784796.758103 + Penalty 2867.063024 = -781929.695079
  nChanged 161
		SP:Iteration 12Q (6249.640000 sec): 3 clusters
  Score: Raw -784889.006368 + Penalty 2867.063024 = -782021.943344
  nChanged 127
		SP:Iteration 13Q (6249.650000 sec): 3 clusters
  Score: Raw -784951.241197 + Penalty 2867.063024 = -782084.178173
  nChanged 97
		SP:Iteration 14Q (6249.670000 sec): 3 clusters
  Score: Raw -784995.274993 + Penalty 2867.063024 = -782128.211970
  nChanged 84
		SP:Iteration 15Q (6249.680000 sec): 3 clusters
  Score: Raw -785029.245756 + Penalty 2867.063024 = -782162.182732
  nChanged 65
		SP:Iteration 16Q (6249.700000 sec): 3 clusters
  Score: Raw -785055.119907 + Penalty 2867.063024 = -782188.056883
  nChanged 53
		SP:Iteration 17Q (6249.710000 sec): 3 clusters
  Score: Raw -785074.715853 + Penalty 2867.063024 = -782207.652829
  nChanged 44
		SP:Iteration 18Q (6249.730000 sec): 3 clusters
  Score: Raw -785085.078227 + Penalty 2867.063024 = -782218.015203
  nChanged 26
		SP:Iteration 19Q (6249.740000 sec): 3 clusters
  Score: Raw -785092.706982 + Penalty 2867.063024 = -782225.643959
  nChanged 28
		SP:Iteration 20F (6249.760000 sec): 3 clusters
  Score: Raw -785099.506623 + Penalty 2867.063024 = -782232.443600
  nChanged 24
		SP:Iteration 21Q (6249.780000 sec): 3 clusters
  Score: Raw -785104.716498 + Penalty 2867.063024 = -782237.653474
  nChanged 19
		SP:Iteration 22Q (6249.790000 sec): 3 clusters
  Score: Raw -785109.419739 + Penalty 2867.063024 = -782242.356715
  nChanged 24
		SP:Iteration 23Q (6249.810000 sec): 3 clusters
  Score: Raw -785114.834340 + Penalty 2867.063024 = -782247.771316
  nChanged 20
		SP:Iteration 24Q (6249.820000 sec): 3 clusters
  Score: Raw -785118.845712 + Penalty 2867.063024 = -782251.782688
  nChanged 10
		SP:Iteration 25Q (6249.840000 sec): 3 clusters
  Score: Raw -785121.159145 + Penalty 2867.063024 = -782254.096121
  nChanged 15
		SP:Iteration 26Q (6249.860000 sec): 3 clusters
  Score: Raw -785124.932031 + Penalty 2867.063024 = -782257.869007
  nChanged 14
		SP:Iteration 27Q (6249.870000 sec): 3 clusters
  Score: Raw -785126.908872 + Penalty 2867.063024 = -782259.845848
  nChanged 7
		SP:Iteration 28Q (6249.880000 sec): 3 clusters
  Score: Raw -785128.302038 + Penalty 2867.063024 = -782261.239014
  nChanged 8
		SP:Iteration 29Q (6249.900000 sec): 3 clusters
  Score: Raw -785129.870719 + Penalty 2867.063024 = -782262.807696
  nChanged 11
		SP:Iteration 30Q (6249.920000 sec): 3 clusters
  Score: Raw -785132.323453 + Penalty 2867.063024 = -782265.260429
  nChanged 14
		SP:Iteration 31Q (6249.930000 sec): 3 clusters
  Score: Raw -785135.087705 + Penalty 2867.063024 = -782268.024682
  nChanged 8
		SP:Iteration 32Q (6249.950000 sec): 3 clusters
  Score: Raw -785136.191781 + Penalty 2867.063024 = -782269.128757
  nChanged 4
		SP:Iteration 33Q (6249.960000 sec): 3 clusters
  Score: Raw -785136.917969 + Penalty 2867.063024 = -782269.854945
  nChanged 3
		SP:Iteration 34Q (6249.980000 sec): 3 clusters
  Score: Raw -785137.390990 + Penalty 2867.063024 = -782270.327966
  nChanged 4
		SP:Iteration 35Q (6249.990000 sec): 3 clusters
  Score: Raw -785138.129069 + Penalty 2867.063024 = -782271.066045
  nChanged 4
		SP:Iteration 36Q (6250.010000 sec): 3 clusters
  Score: Raw -785138.635325 + Penalty 2867.063024 = -782271.572302
  nChanged 3
		SP:Iteration 37Q (6250.020000 sec): 3 clusters
  Score: Raw -785139.352222 + Penalty 2867.063024 = -782272.289198
  nChanged 7
		SP:Iteration 38Q (6250.040000 sec): 3 clusters
  Score: Raw -785140.356107 + Penalty 2867.063024 = -782273.293083
  nChanged 3
		SP:Iteration 39Q (6250.050000 sec): 3 clusters
  Score: Raw -785140.958081 + Penalty 2867.063024 = -782273.895057
  nChanged 2
		SP:Iteration 40F (6250.070000 sec): 3 clusters
  Score: Raw -785141.082951 + Penalty 2867.063024 = -782274.019927
  nChanged 4
		SP:Iteration 41Q (6250.090000 sec): 3 clusters
  Score: Raw -785141.928770 + Penalty 2867.063024 = -782274.865747
  nChanged 10
		SP:Iteration 42Q (6250.100000 sec): 3 clusters
  Score: Raw -785144.333812 + Penalty 2867.063024 = -782277.270788
  nChanged 14
		SP:Iteration 43Q (6250.120000 sec): 3 clusters
  Score: Raw -785147.158212 + Penalty 2867.063024 = -782280.095188
  nChanged 10
		SP:Iteration 44Q (6250.130000 sec): 3 clusters
  Score: Raw -785149.278191 + Penalty 2867.063024 = -782282.215167
  nChanged 13
		SP:Iteration 45Q (6250.150000 sec): 3 clusters
  Score: Raw -785152.451445 + Penalty 2867.063024 = -782285.388421
  nChanged 19
		SP:Iteration 46Q (6250.160000 sec): 3 clusters
  Score: Raw -785157.210072 + Penalty 2867.063024 = -782290.147048
  nChanged 19
		SP:Iteration 47Q (6250.180000 sec): 3 clusters
  Score: Raw -785161.635459 + Penalty 2867.063024 = -782294.572435
  nChanged 16
		SP:Iteration 48Q (6250.190000 sec): 3 clusters
  Score: Raw -785165.528553 + Penalty 2867.063024 = -782298.465530
  nChanged 18
		SP:Iteration 49Q (6250.210000 sec): 3 clusters
  Score: Raw -785169.086209 + Penalty 2867.063024 = -782302.023185
  nChanged 12
		SP:Iteration 50Q (6250.220000 sec): 3 clusters
  Score: Raw -785172.416933 + Penalty 2867.063024 = -782305.353909
  nChanged 14
		SP:Iteration 51Q (6250.240000 sec): 3 clusters
  Score: Raw -785175.095651 + Penalty 2867.063024 = -782308.032627
  nChanged 11
		SP:Iteration 52Q (6250.260000 sec): 3 clusters
  Score: Raw -785177.460686 + Penalty 2867.063024 = -782310.397662
  nChanged 12
		SP:Iteration 53Q (6250.270000 sec): 3 clusters
  Score: Raw -785180.280364 + Penalty 2867.063024 = -782313.217340
  nChanged 16
		SP:Iteration 54Q (6250.280000 sec): 3 clusters
  Score: Raw -785183.300255 + Penalty 2867.063024 = -782316.237232
  nChanged 19
		SP:Iteration 55Q (6250.300000 sec): 3 clusters
  Score: Raw -785187.449883 + Penalty 2867.063024 = -782320.386859
  nChanged 17
		SP:Iteration 56Q (6250.320000 sec): 3 clusters
  Score: Raw -785191.388246 + Penalty 2867.063024 = -782324.325222
  nChanged 17
		SP:Iteration 57Q (6250.330000 sec): 3 clusters
  Score: Raw -785195.189214 + Penalty 2867.063024 = -782328.126190
  nChanged 19
		SP:Iteration 58Q (6250.350000 sec): 3 clusters
  Score: Raw -785200.142606 + Penalty 2867.063024 = -782333.079582
  nChanged 20
		SP:Iteration 59Q (6250.360000 sec): 3 clusters
  Score: Raw -785204.955355 + Penalty 2867.063024 = -782337.892332
  nChanged 23
		SP:Iteration 60F (6250.380000 sec): 3 clusters
  Score: Raw -785210.311710 + Penalty 2867.063024 = -782343.248687
  nChanged 18
		SP:Iteration 61Q (6250.400000 sec): 3 clusters
  Score: Raw -785215.246435 + Penalty 2867.063024 = -782348.183411
  nChanged 12
		SP:Iteration 62Q (6250.410000 sec): 3 clusters
  Score: Raw -785218.767991 + Penalty 2867.063024 = -782351.704967
  nChanged 17
		SP:Iteration 63Q (6250.430000 sec): 3 clusters
  Score: Raw -785222.149825 + Penalty 2867.063024 = -782355.086801
  nChanged 12
		SP:Iteration 64Q (6250.440000 sec): 3 clusters
  Score: Raw -785224.460022 + Penalty 2867.063024 = -782357.396998
  nChanged 11
		SP:Iteration 65Q (6250.460000 sec): 3 clusters
  Score: Raw -785227.094939 + Penalty 2867.063024 = -782360.031915
  nChanged 8
		SP:Iteration 66Q (6250.470000 sec): 3 clusters
  Score: Raw -785228.678108 + Penalty 2867.063024 = -782361.615084
  nChanged 8
		SP:Iteration 67Q (6250.490000 sec): 3 clusters
  Score: Raw -785229.801848 + Penalty 2867.063024 = -782362.738824
  nChanged 4
		SP:Iteration 68Q (6250.500000 sec): 3 clusters
  Score: Raw -785230.439538 + Penalty 2867.063024 = -782363.376514
  nChanged 4
		SP:Iteration 69Q (6250.520000 sec): 3 clusters
  Score: Raw -785230.961299 + Penalty 2867.063024 = -782363.898275
  nChanged 3
		SP:Iteration 70Q (6250.530000 sec): 3 clusters
  Score: Raw -785231.348095 + Penalty 2867.063024 = -782364.285071
  nChanged 3
		SP:Iteration 71Q (6250.550000 sec): 3 clusters
  Score: Raw -785232.143268 + Penalty 2867.063024 = -782365.080244
  nChanged 5
		SP:Iteration 72Q (6250.560000 sec): 3 clusters
  Score: Raw -785232.866603 + Penalty 2867.063024 = -782365.803579
  nChanged 5
		SP:Iteration 73Q (6250.580000 sec): 3 clusters
  Score: Raw -785233.550858 + Penalty 2867.063024 = -782366.487834
  nChanged 4
		SP:Iteration 74Q (6250.600000 sec): 3 clusters
  Score: Raw -785234.107157 + Penalty 2867.063024 = -782367.044133
  nChanged 2
		SP:Iteration 75Q (6250.610000 sec): 3 clusters
  Score: Raw -785234.404795 + Penalty 2867.063024 = -782367.341772
  nChanged 3
		SP:Iteration 76Q (6250.620000 sec): 3 clusters
  Score: Raw -785234.961956 + Penalty 2867.063024 = -782367.898932
  nChanged 2
		SP:Iteration 77Q (6250.640000 sec): 3 clusters
  Score: Raw -785235.440028 + Penalty 2867.063024 = -782368.377004
  nChanged 3
		SP:Iteration 78Q (6250.660000 sec): 3 clusters
  Score: Raw -785235.685355 + Penalty 2867.063024 = -782368.622331
  nChanged 3
		SP:Iteration 79Q (6250.670000 sec): 3 clusters
  Score: Raw -785236.225960 + Penalty 2867.063024 = -782369.162936
  nChanged 2
		SP:Iteration 80F (6250.690000 sec): 3 clusters
  Score: Raw -785236.402220 + Penalty 2867.063024 = -782369.339196
  nChanged 1
		SP:Iteration 81Q (6250.700000 sec): 3 clusters
  Score: Raw -785236.565174 + Penalty 2867.063024 = -782369.502151
  nChanged 1
		SP:Iteration 82Q (6250.720000 sec): 3 clusters
  Score: Raw -785236.641340 + Penalty 2867.063024 = -782369.578316
  nChanged 1
		SP:Iteration 83Q (6250.740000 sec): 3 clusters
  Score: Raw -785236.744165 + Penalty 2867.063024 = -782369.681141
  nChanged 0
		SP:Iteration 84F (6250.750000 sec): 3 clusters
  Score: Raw -785236.744165 + Penalty 2867.063024 = -782369.681141
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6250.760000 sec): 2 clusters
  Score: Raw -391134.284768 + Penalty 1324.732178 = -389809.552590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6250.780000 sec): 3 clusters
  Score: Raw -389470.283882 + Penalty 2649.464355 = -386820.819527
  nChanged 1338
		SP:Iteration 1F (6250.780000 sec): 3 clusters
  Score: Raw -390303.772672 + Penalty 2649.464355 = -387654.308317
  nChanged 299
		SP:Iteration 2F (6250.790000 sec): 3 clusters
  Score: Raw -390508.920913 + Penalty 2649.464355 = -387859.456558
  nChanged 209
		SP:Iteration 3F (6250.800000 sec): 3 clusters
  Score: Raw -390636.612912 + Penalty 2649.464355 = -387987.148557
  nChanged 166
		SP:Iteration 4Q (6250.810000 sec): 3 clusters
  Score: Raw -390745.313925 + Penalty 2649.464355 = -388095.849570
  nChanged 138
		SP:Iteration 5Q (6250.820000 sec): 3 clusters
  Score: Raw -390834.113253 + Penalty 2649.464355 = -388184.648897
  nChanged 129
		SP:Iteration 6Q (6250.830000 sec): 3 clusters
  Score: Raw -390917.745132 + Penalty 2649.464355 = -388268.280777
  nChanged 129
		SP:Iteration 7Q (6250.840000 sec): 3 clusters
  Score: Raw -391012.472923 + Penalty 2649.464355 = -388363.008568
  nChanged 120
		SP:Iteration 8Q (6250.840000 sec): 3 clusters
  Score: Raw -391089.314372 + Penalty 2649.464355 = -388439.850017
  nChanged 114
		SP:Iteration 9Q (6250.850000 sec): 3 clusters
  Score: Raw -391153.229912 + Penalty 2649.464355 = -388503.765557
  nChanged 68
		SP:Iteration 10Q (6250.860000 sec): 3 clusters
  Score: Raw -391193.476414 + Penalty 2649.464355 = -388544.012059
  nChanged 72
		SP:Iteration 11Q (6250.870000 sec): 3 clusters
  Score: Raw -391229.811346 + Penalty 2649.464355 = -388580.346991
  nChanged 53
		SP:Iteration 12Q (6250.880000 sec): 3 clusters
  Score: Raw -391258.544326 + Penalty 2649.464355 = -388609.079971
  nChanged 39
		SP:Iteration 13Q (6250.890000 sec): 3 clusters
  Score: Raw -391281.179423 + Penalty 2649.464355 = -388631.715068
  nChanged 38
		SP:Iteration 14Q (6250.900000 sec): 3 clusters
  Score: Raw -391303.666550 + Penalty 2649.464355 = -388654.202195
  nChanged 40
		SP:Iteration 15Q (6250.900000 sec): 3 clusters
  Score: Raw -391329.489999 + Penalty 2649.464355 = -388680.025644
  nChanged 29
		SP:Iteration 16Q (6250.910000 sec): 3 clusters
  Score: Raw -391349.001338 + Penalty 2649.464355 = -388699.536983
  nChanged 27
		SP:Iteration 17Q (6250.920000 sec): 3 clusters
  Score: Raw -391362.379462 + Penalty 2649.464355 = -388712.915107
  nChanged 20
		SP:Iteration 18Q (6250.930000 sec): 3 clusters
  Score: Raw -391373.955773 + Penalty 2649.464355 = -388724.491418
  nChanged 25
		SP:Iteration 19Q (6250.940000 sec): 3 clusters
  Score: Raw -391390.305722 + Penalty 2649.464355 = -388740.841367
  nChanged 15
		SP:Iteration 20F (6250.950000 sec): 3 clusters
  Score: Raw -391400.471792 + Penalty 2649.464355 = -388751.007437
  nChanged 10
		SP:Iteration 21Q (6250.960000 sec): 3 clusters
  Score: Raw -391404.909045 + Penalty 2649.464355 = -388755.444690
  nChanged 3
		SP:Iteration 22Q (6250.960000 sec): 3 clusters
  Score: Raw -391406.345686 + Penalty 2649.464355 = -388756.881331
  nChanged 2
		SP:Iteration 23Q (6250.970000 sec): 3 clusters
  Score: Raw -391407.203881 + Penalty 2649.464355 = -388757.739526
  nChanged 3
		SP:Iteration 24Q (6250.980000 sec): 3 clusters
  Score: Raw -391408.201942 + Penalty 2649.464355 = -388758.737587
  nChanged 4
		SP:Iteration 25Q (6250.990000 sec): 3 clusters
  Score: Raw -391409.949661 + Penalty 2649.464355 = -388760.485306
  nChanged 2
		SP:Iteration 26Q (6251.000000 sec): 3 clusters
  Score: Raw -391410.623193 + Penalty 2649.464355 = -388761.158838
  nChanged 2
		SP:Iteration 27Q (6251.000000 sec): 3 clusters
  Score: Raw -391411.492592 + Penalty 2649.464355 = -388762.028237
  nChanged 1
		SP:Iteration 28Q (6251.010000 sec): 3 clusters
  Score: Raw -391411.813304 + Penalty 2649.464355 = -388762.348949
  nChanged 1
		SP:Iteration 29Q (6251.020000 sec): 3 clusters
  Score: Raw -391412.105493 + Penalty 2649.464355 = -388762.641138
  nChanged 3
		SP:Iteration 30Q (6251.030000 sec): 3 clusters
  Score: Raw -391413.274138 + Penalty 2649.464355 = -388763.809782
  nChanged 3
		SP:Iteration 31Q (6251.040000 sec): 3 clusters
  Score: Raw -391413.912577 + Penalty 2649.464355 = -388764.448222
  nChanged 1
		SP:Iteration 32Q (6251.040000 sec): 3 clusters
  Score: Raw -391414.384481 + Penalty 2649.464355 = -388764.920125
  nChanged 0
		SP:Iteration 33F (6251.060000 sec): 3 clusters
  Score: Raw -391414.384481 + Penalty 2649.464355 = -388764.920125
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6251.060000 sec): 2 clusters
  Score: Raw -151401.832669 + Penalty 1172.117645 = -150229.715024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6251.070000 sec): 3 clusters
  Score: Raw -150880.447691 + Penalty 2344.235289 = -148536.212402
  nChanged 459
		SP:Iteration 1F (6251.070000 sec): 3 clusters
  Score: Raw -151231.598042 + Penalty 2344.235289 = -148887.362752
  nChanged 117
		SP:Iteration 2F (6251.070000 sec): 3 clusters
  Score: Raw -151356.055288 + Penalty 2344.235289 = -149011.819998
  nChanged 79
		SP:Iteration 3F (6251.080000 sec): 3 clusters
  Score: Raw -151450.098905 + Penalty 2344.235289 = -149105.863615
  nChanged 64
		SP:Iteration 4Q (6251.080000 sec): 3 clusters
  Score: Raw -151526.971469 + Penalty 2344.235289 = -149182.736180
  nChanged 46
		SP:Iteration 5Q (6251.080000 sec): 3 clusters
  Score: Raw -151569.550776 + Penalty 2344.235289 = -149225.315487
  nChanged 30
		SP:Iteration 6Q (6251.090000 sec): 3 clusters
  Score: Raw -151601.712172 + Penalty 2344.235289 = -149257.476883
  nChanged 29
		SP:Iteration 7Q (6251.090000 sec): 3 clusters
  Score: Raw -151639.569998 + Penalty 2344.235289 = -149295.334709
  nChanged 32
		SP:Iteration 8Q (6251.090000 sec): 3 clusters
  Score: Raw -151683.069778 + Penalty 2344.235289 = -149338.834488
  nChanged 31
		SP:Iteration 9Q (6251.100000 sec): 3 clusters
  Score: Raw -151745.072989 + Penalty 2344.235289 = -149400.837700
  nChanged 39
		SP:Iteration 10Q (6251.100000 sec): 3 clusters
  Score: Raw -151824.212899 + Penalty 2344.235289 = -149479.977609
  nChanged 39
		SP:Iteration 11Q (6251.100000 sec): 3 clusters
  Score: Raw -151873.019726 + Penalty 2344.235289 = -149528.784436
  nChanged 37
		SP:Iteration 12Q (6251.110000 sec): 3 clusters
  Score: Raw -151943.434461 + Penalty 2344.235289 = -149599.199171
  nChanged 43
		SP:Iteration 13Q (6251.110000 sec): 3 clusters
  Score: Raw -152033.031199 + Penalty 2344.235289 = -149688.795909
  nChanged 43
		SP:Iteration 14Q (6251.110000 sec): 3 clusters
  Score: Raw -152108.801734 + Penalty 2344.235289 = -149764.566445
  nChanged 39
		SP:Iteration 15Q (6251.120000 sec): 3 clusters
  Score: Raw -152172.336510 + Penalty 2344.235289 = -149828.101221
  nChanged 38
		SP:Iteration 16Q (6251.120000 sec): 3 clusters
  Score: Raw -152224.170355 + Penalty 2344.235289 = -149879.935065
  nChanged 22
		SP:Iteration 17Q (6251.120000 sec): 3 clusters
  Score: Raw -152250.475043 + Penalty 2344.235289 = -149906.239754
  nChanged 17
		SP:Iteration 18Q (6251.120000 sec): 3 clusters
  Score: Raw -152267.543566 + Penalty 2344.235289 = -149923.308277
  nChanged 16
		SP:Iteration 19Q (6251.120000 sec): 3 clusters
  Score: Raw -152283.139977 + Penalty 2344.235289 = -149938.904688
  nChanged 9
		SP:Iteration 20F (6251.130000 sec): 3 clusters
  Score: Raw -152299.025737 + Penalty 2344.235289 = -149954.790448
  nChanged 9
		SP:Iteration 21Q (6251.130000 sec): 3 clusters
  Score: Raw -152312.238649 + Penalty 2344.235289 = -149968.003360
  nChanged 6
		SP:Iteration 22Q (6251.140000 sec): 3 clusters
  Score: Raw -152317.468964 + Penalty 2344.235289 = -149973.233674
  nChanged 2
		SP:Iteration 23Q (6251.140000 sec): 3 clusters
  Score: Raw -152319.581615 + Penalty 2344.235289 = -149975.346325
  nChanged 2
		SP:Iteration 24Q (6251.140000 sec): 3 clusters
  Score: Raw -152321.265419 + Penalty 2344.235289 = -149977.030129
  nChanged 1
		SP:Iteration 25Q (6251.140000 sec): 3 clusters
  Score: Raw -152321.858757 + Penalty 2344.235289 = -149977.623468
  nChanged 0
		SP:Iteration 26F (6251.140000 sec): 3 clusters
  Score: Raw -152321.858757 + Penalty 2344.235289 = -149977.623468
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (57582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6251.320000 sec): 2 clusters
  Score: Raw -6774676.942720 + Penalty 1781.156861 = -6772895.785859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6251.480000 sec): 3 clusters
  Score: Raw -6737865.042754 + Penalty 3562.313722 = -6734302.729033
  nChanged 27281
		SP:Iteration 1F (6251.630000 sec): 3 clusters
  Score: Raw -6753441.339313 + Penalty 3562.313722 = -6749879.025591
  nChanged 2077
		SP:Iteration 2Q (6251.790000 sec): 3 clusters
  Score: Raw -6754020.695490 + Penalty 3562.313722 = -6750458.381769
  nChanged 2161
		SP:Iteration 3Q (6251.940000 sec): 3 clusters
  Score: Raw -6754690.385097 + Penalty 3562.313722 = -6751128.071375
  nChanged 2216
		SP:Iteration 4Q (6252.100000 sec): 3 clusters
  Score: Raw -6755516.748364 + Penalty 3562.313722 = -6751954.434642
  nChanged 2517
		SP:Iteration 5Q (6252.250000 sec): 3 clusters
  Score: Raw -6756603.713117 + Penalty 3562.313722 = -6753041.399396
  nChanged 2731
		SP:Iteration 6Q (6252.410000 sec): 3 clusters
  Score: Raw -6757965.134358 + Penalty 3562.313722 = -6754402.820637
  nChanged 2899
		SP:Iteration 7F (6252.560000 sec): 3 clusters
  Score: Raw -6759604.919487 + Penalty 3562.313722 = -6756042.605765
  nChanged 3061
		SP:Iteration 8F (6252.720000 sec): 3 clusters
  Score: Raw -6761484.775194 + Penalty 3562.313722 = -6757922.461472
  nChanged 3050
		SP:Iteration 9F (6252.870000 sec): 3 clusters
  Score: Raw -6763322.409460 + Penalty 3562.313722 = -6759760.095738
  nChanged 2909
		SP:Iteration 10F (6253.020000 sec): 3 clusters
  Score: Raw -6765056.948022 + Penalty 3562.313722 = -6761494.634300
  nChanged 2731
		SP:Iteration 11Q (6253.180000 sec): 3 clusters
  Score: Raw -6766684.809198 + Penalty 3562.313722 = -6763122.495476
  nChanged 2530
		SP:Iteration 12Q (6253.320000 sec): 3 clusters
  Score: Raw -6768181.045154 + Penalty 3562.313722 = -6764618.731432
  nChanged 2192
		SP:Iteration 13Q (6253.460000 sec): 3 clusters
  Score: Raw -6769518.056149 + Penalty 3562.313722 = -6765955.742427
  nChanged 2085
		SP:Iteration 14Q (6253.600000 sec): 3 clusters
  Score: Raw -6770834.440059 + Penalty 3562.313722 = -6767272.126337
  nChanged 1748
		SP:Iteration 15Q (6253.740000 sec): 3 clusters
  Score: Raw -6771909.857077 + Penalty 3562.313722 = -6768347.543355
  nChanged 1413
		SP:Iteration 16Q (6253.870000 sec): 3 clusters
  Score: Raw -6772760.377876 + Penalty 3562.313722 = -6769198.064154
  nChanged 1067
		SP:Iteration 17Q (6253.990000 sec): 3 clusters
  Score: Raw -6773414.048427 + Penalty 3562.313722 = -6769851.734705
  nChanged 839
		SP:Iteration 18Q (6254.110000 sec): 3 clusters
  Score: Raw -6773915.086996 + Penalty 3562.313722 = -6770352.773275
  nChanged 591
		SP:Iteration 19Q (6254.230000 sec): 3 clusters
  Score: Raw -6774259.175816 + Penalty 3562.313722 = -6770696.862094
  nChanged 391
		SP:Iteration 20F (6254.380000 sec): 3 clusters
  Score: Raw -6774476.751245 + Penalty 3562.313722 = -6770914.437523
  nChanged 266
		SP:Iteration 21Q (6254.500000 sec): 3 clusters
  Score: Raw -6774614.925669 + Penalty 3562.313722 = -6771052.611947
  nChanged 166
		SP:Iteration 22Q (6254.610000 sec): 3 clusters
  Score: Raw -6774702.689248 + Penalty 3562.313722 = -6771140.375526
  nChanged 123
		SP:Iteration 23Q (6254.720000 sec): 3 clusters
  Score: Raw -6774760.536599 + Penalty 3562.313722 = -6771198.222878
  nChanged 78
		SP:Iteration 24Q (6254.830000 sec): 3 clusters
  Score: Raw -6774801.244148 + Penalty 3562.313722 = -6771238.930426
  nChanged 79
		SP:Iteration 25Q (6254.940000 sec): 3 clusters
  Score: Raw -6774842.411638 + Penalty 3562.313722 = -6771280.097916
  nChanged 69
		SP:Iteration 26Q (6255.040000 sec): 3 clusters
  Score: Raw -6774882.844958 + Penalty 3562.313722 = -6771320.531236
  nChanged 56
		SP:Iteration 27Q (6255.150000 sec): 3 clusters
  Score: Raw -6774914.353261 + Penalty 3562.313722 = -6771352.039540
  nChanged 51
		SP:Iteration 28Q (6255.260000 sec): 3 clusters
  Score: Raw -6774945.390661 + Penalty 3562.313722 = -6771383.076939
  nChanged 38
		SP:Iteration 29Q (6255.360000 sec): 3 clusters
  Score: Raw -6774971.604616 + Penalty 3562.313722 = -6771409.290894
  nChanged 27
		SP:Iteration 30Q (6255.470000 sec): 3 clusters
  Score: Raw -6774985.399399 + Penalty 3562.313722 = -6771423.085677
  nChanged 16
		SP:Iteration 31Q (6255.580000 sec): 3 clusters
  Score: Raw -6774996.853699 + Penalty 3562.313722 = -6771434.539977
  nChanged 16
		SP:Iteration 32Q (6255.680000 sec): 3 clusters
  Score: Raw -6775004.427963 + Penalty 3562.313722 = -6771442.114241
  nChanged 12
		SP:Iteration 33Q (6255.790000 sec): 3 clusters
  Score: Raw -6775008.944898 + Penalty 3562.313722 = -6771446.631176
  nChanged 5
		SP:Iteration 34Q (6255.890000 sec): 3 clusters
  Score: Raw -6775010.990261 + Penalty 3562.313722 = -6771448.676539
  nChanged 2
		SP:Iteration 35Q (6256.000000 sec): 3 clusters
  Score: Raw -6775011.818221 + Penalty 3562.313722 = -6771449.504500
  nChanged 1
		SP:Iteration 36Q (6256.100000 sec): 3 clusters
  Score: Raw -6775012.238367 + Penalty 3562.313722 = -6771449.924645
  nChanged 3
		SP:Iteration 37Q (6256.210000 sec): 3 clusters
  Score: Raw -6775013.792569 + Penalty 3562.313722 = -6771451.478847
  nChanged 4
		SP:Iteration 38Q (6256.320000 sec): 3 clusters
  Score: Raw -6775016.495570 + Penalty 3562.313722 = -6771454.181848
  nChanged 3
		SP:Iteration 39Q (6256.420000 sec): 3 clusters
  Score: Raw -6775017.811786 + Penalty 3562.313722 = -6771455.498065
  nChanged 3
		SP:Iteration 40F (6256.570000 sec): 3 clusters
  Score: Raw -6775019.144990 + Penalty 3562.313722 = -6771456.831268
  nChanged 1
		SP:Iteration 41Q (6256.680000 sec): 3 clusters
  Score: Raw -6775019.465737 + Penalty 3562.313722 = -6771457.152016
  nChanged 0
		SP:Iteration 42F (6256.820000 sec): 3 clusters
  Score: Raw -6775019.465737 + Penalty 3562.313722 = -6771457.152016
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6256.860000 sec): 2 clusters
  Score: Raw -103344.611661 + Penalty 1113.661103 = -102230.950558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6256.860000 sec): 3 clusters
  Score: Raw -103082.604655 + Penalty 2227.322205 = -100855.282450
  nChanged 275
		SP:Iteration 1F (6256.860000 sec): 3 clusters
  Score: Raw -103335.401399 + Penalty 2227.322205 = -101108.079194
  nChanged 58
		SP:Iteration 2F (6256.870000 sec): 3 clusters
  Score: Raw -103389.586278 + Penalty 2227.322205 = -101162.264073
  nChanged 33
		SP:Iteration 3Q (6256.870000 sec): 3 clusters
  Score: Raw -103427.614427 + Penalty 2227.322205 = -101200.292222
  nChanged 20
		SP:Iteration 4Q (6256.870000 sec): 3 clusters
  Score: Raw -103451.651095 + Penalty 2227.322205 = -101224.328889
  nChanged 10
		SP:Iteration 5Q (6256.880000 sec): 3 clusters
  Score: Raw -103459.716457 + Penalty 2227.322205 = -101232.394252
  nChanged 5
		SP:Iteration 6Q (6256.880000 sec): 3 clusters
  Score: Raw -103465.150826 + Penalty 2227.322205 = -101237.828621
  nChanged 7
		SP:Iteration 7Q (6256.880000 sec): 3 clusters
  Score: Raw -103476.560991 + Penalty 2227.322205 = -101249.238786
  nChanged 5
		SP:Iteration 8Q (6256.880000 sec): 3 clusters
  Score: Raw -103481.393203 + Penalty 2227.322205 = -101254.070998
  nChanged 2
		SP:Iteration 9Q (6256.880000 sec): 3 clusters
  Score: Raw -103482.613227 + Penalty 2227.322205 = -101255.291022
  nChanged 1
		SP:Iteration 10Q (6256.890000 sec): 3 clusters
  Score: Raw -103484.255002 + Penalty 2227.322205 = -101256.932797
  nChanged 1
		SP:Iteration 11Q (6256.890000 sec): 3 clusters
  Score: Raw -103485.866211 + Penalty 2227.322205 = -101258.544005
  nChanged 1
		SP:Iteration 12Q (6256.890000 sec): 3 clusters
  Score: Raw -103486.104017 + Penalty 2227.322205 = -101258.781812
  nChanged 0
		SP:Iteration 13F (6256.890000 sec): 3 clusters
  Score: Raw -103486.104017 + Penalty 2227.322205 = -101258.781812
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (9190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6256.920000 sec): 2 clusters
  Score: Raw -1022706.858105 + Penalty 1482.954072 = -1021223.904032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6256.950000 sec): 3 clusters
  Score: Raw -1017639.881771 + Penalty 2965.908145 = -1014673.973626
  nChanged 3880
		SP:Iteration 1F (6256.970000 sec): 3 clusters
  Score: Raw -1019694.988450 + Penalty 2965.908145 = -1016729.080305
  nChanged 624
		SP:Iteration 2F (6257.000000 sec): 3 clusters
  Score: Raw -1020001.538050 + Penalty 2965.908145 = -1017035.629905
  nChanged 472
		SP:Iteration 3F (6257.020000 sec): 3 clusters
  Score: Raw -1020246.653982 + Penalty 2965.908145 = -1017280.745837
  nChanged 475
		SP:Iteration 4F (6257.040000 sec): 3 clusters
  Score: Raw -1020527.663431 + Penalty 2965.908145 = -1017561.755286
  nChanged 453
		SP:Iteration 5Q (6257.070000 sec): 3 clusters
  Score: Raw -1020825.722766 + Penalty 2965.908145 = -1017859.814621
  nChanged 441
		SP:Iteration 6Q (6257.090000 sec): 3 clusters
  Score: Raw -1021103.064121 + Penalty 2965.908145 = -1018137.155976
  nChanged 416
		SP:Iteration 7Q (6257.120000 sec): 3 clusters
  Score: Raw -1021374.120820 + Penalty 2965.908145 = -1018408.212675
  nChanged 404
		SP:Iteration 8Q (6257.140000 sec): 3 clusters
  Score: Raw -1021628.305717 + Penalty 2965.908145 = -1018662.397572
  nChanged 375
		SP:Iteration 9Q (6257.160000 sec): 3 clusters
  Score: Raw -1021866.822872 + Penalty 2965.908145 = -1018900.914727
  nChanged 323
		SP:Iteration 10Q (6257.180000 sec): 3 clusters
  Score: Raw -1022056.871291 + Penalty 2965.908145 = -1019090.963146
  nChanged 261
		SP:Iteration 11Q (6257.210000 sec): 3 clusters
  Score: Raw -1022169.501365 + Penalty 2965.908145 = -1019203.593220
  nChanged 182
		SP:Iteration 12Q (6257.230000 sec): 3 clusters
  Score: Raw -1022241.061698 + Penalty 2965.908145 = -1019275.153553
  nChanged 135
		SP:Iteration 13Q (6257.250000 sec): 3 clusters
  Score: Raw -1022288.933175 + Penalty 2965.908145 = -1019323.025030
  nChanged 97
		SP:Iteration 14Q (6257.270000 sec): 3 clusters
  Score: Raw -1022322.326287 + Penalty 2965.908145 = -1019356.418142
  nChanged 99
		SP:Iteration 15Q (6257.300000 sec): 3 clusters
  Score: Raw -1022351.496564 + Penalty 2965.908145 = -1019385.588419
  nChanged 75
		SP:Iteration 16Q (6257.320000 sec): 3 clusters
  Score: Raw -1022372.265806 + Penalty 2965.908145 = -1019406.357661
  nChanged 57
		SP:Iteration 17Q (6257.340000 sec): 3 clusters
  Score: Raw -1022386.870407 + Penalty 2965.908145 = -1019420.962262
  nChanged 48
		SP:Iteration 18Q (6257.360000 sec): 3 clusters
  Score: Raw -1022398.485445 + Penalty 2965.908145 = -1019432.577300
  nChanged 42
		SP:Iteration 19Q (6257.380000 sec): 3 clusters
  Score: Raw -1022409.798292 + Penalty 2965.908145 = -1019443.890147
  nChanged 52
		SP:Iteration 20F (6257.400000 sec): 3 clusters
  Score: Raw -1022425.985763 + Penalty 2965.908145 = -1019460.077618
  nChanged 50
		SP:Iteration 21Q (6257.430000 sec): 3 clusters
  Score: Raw -1022440.352070 + Penalty 2965.908145 = -1019474.443925
  nChanged 57
		SP:Iteration 22Q (6257.450000 sec): 3 clusters
  Score: Raw -1022458.860554 + Penalty 2965.908145 = -1019492.952409
  nChanged 55
		SP:Iteration 23Q (6257.470000 sec): 3 clusters
  Score: Raw -1022475.888825 + Penalty 2965.908145 = -1019509.980680
  nChanged 58
		SP:Iteration 24Q (6257.490000 sec): 3 clusters
  Score: Raw -1022491.687836 + Penalty 2965.908145 = -1019525.779691
  nChanged 54
		SP:Iteration 25Q (6257.510000 sec): 3 clusters
  Score: Raw -1022505.623081 + Penalty 2965.908145 = -1019539.714936
  nChanged 47
		SP:Iteration 26Q (6257.530000 sec): 3 clusters
  Score: Raw -1022516.145499 + Penalty 2965.908145 = -1019550.237354
  nChanged 50
		SP:Iteration 27Q (6257.550000 sec): 3 clusters
  Score: Raw -1022529.476046 + Penalty 2965.908145 = -1019563.567901
  nChanged 43
		SP:Iteration 28Q (6257.580000 sec): 3 clusters
  Score: Raw -1022541.635612 + Penalty 2965.908145 = -1019575.727467
  nChanged 44
		SP:Iteration 29Q (6257.600000 sec): 3 clusters
  Score: Raw -1022553.200090 + Penalty 2965.908145 = -1019587.291945
  nChanged 41
		SP:Iteration 30Q (6257.620000 sec): 3 clusters
  Score: Raw -1022566.314985 + Penalty 2965.908145 = -1019600.406840
  nChanged 47
		SP:Iteration 31Q (6257.640000 sec): 3 clusters
  Score: Raw -1022581.324188 + Penalty 2965.908145 = -1019615.416043
  nChanged 45
		SP:Iteration 32Q (6257.660000 sec): 3 clusters
  Score: Raw -1022593.894406 + Penalty 2965.908145 = -1019627.986261
  nChanged 25
		SP:Iteration 33Q (6257.680000 sec): 3 clusters
  Score: Raw -1022600.726416 + Penalty 2965.908145 = -1019634.818271
  nChanged 29
		SP:Iteration 34Q (6257.700000 sec): 3 clusters
  Score: Raw -1022608.783626 + Penalty 2965.908145 = -1019642.875481
  nChanged 25
		SP:Iteration 35Q (6257.720000 sec): 3 clusters
  Score: Raw -1022615.381250 + Penalty 2965.908145 = -1019649.473105
  nChanged 27
		SP:Iteration 36Q (6257.740000 sec): 3 clusters
  Score: Raw -1022621.762255 + Penalty 2965.908145 = -1019655.854111
  nChanged 19
		SP:Iteration 37Q (6257.760000 sec): 3 clusters
  Score: Raw -1022626.770236 + Penalty 2965.908145 = -1019660.862091
  nChanged 21
		SP:Iteration 38Q (6257.780000 sec): 3 clusters
  Score: Raw -1022631.586959 + Penalty 2965.908145 = -1019665.678814
  nChanged 22
		SP:Iteration 39Q (6257.800000 sec): 3 clusters
  Score: Raw -1022636.705085 + Penalty 2965.908145 = -1019670.796940
  nChanged 16
		SP:Iteration 40F (6257.820000 sec): 3 clusters
  Score: Raw -1022639.534673 + Penalty 2965.908145 = -1019673.626528
  nChanged 13
		SP:Iteration 41Q (6257.840000 sec): 3 clusters
  Score: Raw -1022642.541563 + Penalty 2965.908145 = -1019676.633418
  nChanged 12
		SP:Iteration 42Q (6257.860000 sec): 3 clusters
  Score: Raw -1022645.041335 + Penalty 2965.908145 = -1019679.133190
  nChanged 7
		SP:Iteration 43Q (6257.880000 sec): 3 clusters
  Score: Raw -1022646.173806 + Penalty 2965.908145 = -1019680.265661
  nChanged 8
		SP:Iteration 44Q (6257.900000 sec): 3 clusters
  Score: Raw -1022648.099955 + Penalty 2965.908145 = -1019682.191810
  nChanged 11
		SP:Iteration 45Q (6257.920000 sec): 3 clusters
  Score: Raw -1022650.339368 + Penalty 2965.908145 = -1019684.431223
  nChanged 13
		SP:Iteration 46Q (6257.940000 sec): 3 clusters
  Score: Raw -1022652.432214 + Penalty 2965.908145 = -1019686.524069
  nChanged 9
		SP:Iteration 47Q (6257.960000 sec): 3 clusters
  Score: Raw -1022654.106279 + Penalty 2965.908145 = -1019688.198134
  nChanged 9
		SP:Iteration 48Q (6257.980000 sec): 3 clusters
  Score: Raw -1022656.151987 + Penalty 2965.908145 = -1019690.243842
  nChanged 11
		SP:Iteration 49Q (6258.000000 sec): 3 clusters
  Score: Raw -1022657.923106 + Penalty 2965.908145 = -1019692.014961
  nChanged 12
		SP:Iteration 50Q (6258.020000 sec): 3 clusters
  Score: Raw -1022660.769281 + Penalty 2965.908145 = -1019694.861136
  nChanged 14
		SP:Iteration 51Q (6258.040000 sec): 3 clusters
  Score: Raw -1022663.465918 + Penalty 2965.908145 = -1019697.557773
  nChanged 11
		SP:Iteration 52Q (6258.060000 sec): 3 clusters
  Score: Raw -1022665.306795 + Penalty 2965.908145 = -1019699.398650
  nChanged 9
		SP:Iteration 53Q (6258.080000 sec): 3 clusters
  Score: Raw -1022666.536228 + Penalty 2965.908145 = -1019700.628083
  nChanged 8
		SP:Iteration 54Q (6258.100000 sec): 3 clusters
  Score: Raw -1022667.831281 + Penalty 2965.908145 = -1019701.923136
  nChanged 10
		SP:Iteration 55Q (6258.120000 sec): 3 clusters
  Score: Raw -1022669.190928 + Penalty 2965.908145 = -1019703.282783
  nChanged 8
		SP:Iteration 56Q (6258.140000 sec): 3 clusters
  Score: Raw -1022670.398221 + Penalty 2965.908145 = -1019704.490076
  nChanged 3
		SP:Iteration 57Q (6258.160000 sec): 3 clusters
  Score: Raw -1022670.800232 + Penalty 2965.908145 = -1019704.892087
  nChanged 3
		SP:Iteration 58Q (6258.180000 sec): 3 clusters
  Score: Raw -1022671.131201 + Penalty 2965.908145 = -1019705.223056
  nChanged 2
		SP:Iteration 59Q (6258.200000 sec): 3 clusters
  Score: Raw -1022671.314621 + Penalty 2965.908145 = -1019705.406476
  nChanged 2
		SP:Iteration 60F (6258.220000 sec): 3 clusters
  Score: Raw -1022671.812083 + Penalty 2965.908145 = -1019705.903938
  nChanged 5
		SP:Iteration 61Q (6258.240000 sec): 3 clusters
  Score: Raw -1022672.755600 + Penalty 2965.908145 = -1019706.847455
  nChanged 5
		SP:Iteration 62Q (6258.260000 sec): 3 clusters
  Score: Raw -1022673.579075 + Penalty 2965.908145 = -1019707.670930
  nChanged 2
		SP:Iteration 63Q (6258.280000 sec): 3 clusters
  Score: Raw -1022673.812420 + Penalty 2965.908145 = -1019707.904275
  nChanged 0
		SP:Iteration 64F (6258.310000 sec): 3 clusters
  Score: Raw -1022673.812420 + Penalty 2965.908145 = -1019707.904275
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.320000 sec): 2 clusters
  Score: Raw -317124.810065 + Penalty 1298.798581 = -315826.011484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.330000 sec): 3 clusters
  Score: Raw -315771.543134 + Penalty 2597.597162 = -313173.945972
  nChanged 1114
		SP:Iteration 1F (6258.340000 sec): 3 clusters
  Score: Raw -316547.456977 + Penalty 2597.597162 = -313949.859815
  nChanged 263
		SP:Iteration 2F (6258.340000 sec): 3 clusters
  Score: Raw -316890.234161 + Penalty 2597.597162 = -314292.636999
  nChanged 262
		SP:Iteration 3F (6258.350000 sec): 3 clusters
  Score: Raw -317293.134523 + Penalty 2597.597162 = -314695.537361
  nChanged 241
		SP:Iteration 4F (6258.360000 sec): 3 clusters
  Score: Raw -317593.335840 + Penalty 2597.597162 = -314995.738678
  nChanged 176
		SP:Iteration 5F (6258.370000 sec): 3 clusters
  Score: Raw -317769.907007 + Penalty 2597.597162 = -315172.309845
  nChanged 108
		SP:Iteration 6Q (6258.370000 sec): 3 clusters
  Score: Raw -317863.847937 + Penalty 2597.597162 = -315266.250775
  nChanged 74
		SP:Iteration 7Q (6258.380000 sec): 3 clusters
  Score: Raw -317915.099161 + Penalty 2597.597162 = -315317.501999
  nChanged 45
		SP:Iteration 8Q (6258.390000 sec): 3 clusters
  Score: Raw -317945.660293 + Penalty 2597.597162 = -315348.063131
  nChanged 35
		SP:Iteration 9Q (6258.400000 sec): 3 clusters
  Score: Raw -317964.844551 + Penalty 2597.597162 = -315367.247389
  nChanged 22
		SP:Iteration 10Q (6258.400000 sec): 3 clusters
  Score: Raw -317972.064560 + Penalty 2597.597162 = -315374.467397
  nChanged 12
		SP:Iteration 11Q (6258.410000 sec): 3 clusters
  Score: Raw -317976.703055 + Penalty 2597.597162 = -315379.105893
  nChanged 8
		SP:Iteration 12Q (6258.420000 sec): 3 clusters
  Score: Raw -317979.606093 + Penalty 2597.597162 = -315382.008931
  nChanged 5
		SP:Iteration 13Q (6258.420000 sec): 3 clusters
  Score: Raw -317981.027581 + Penalty 2597.597162 = -315383.430419
  nChanged 1
		SP:Iteration 14Q (6258.430000 sec): 3 clusters
  Score: Raw -317981.612187 + Penalty 2597.597162 = -315384.015025
  nChanged 2
		SP:Iteration 15Q (6258.440000 sec): 3 clusters
  Score: Raw -317982.153708 + Penalty 2597.597162 = -315384.556546
  nChanged 2
		SP:Iteration 16Q (6258.440000 sec): 3 clusters
  Score: Raw -317982.534583 + Penalty 2597.597162 = -315384.937421
  nChanged 2
		SP:Iteration 17Q (6258.450000 sec): 3 clusters
  Score: Raw -317982.750410 + Penalty 2597.597162 = -315385.153248
  nChanged 1
		SP:Iteration 18Q (6258.460000 sec): 3 clusters
  Score: Raw -317983.129487 + Penalty 2597.597162 = -315385.532325
  nChanged 2
		SP:Iteration 19Q (6258.460000 sec): 3 clusters
  Score: Raw -317983.279763 + Penalty 2597.597162 = -315385.682601
  nChanged 1
		SP:Iteration 20F (6258.470000 sec): 3 clusters
  Score: Raw -317983.520163 + Penalty 2597.597162 = -315385.923001
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6258.480000 sec): 2 clusters
  Score: Raw -370419.434788 + Penalty 1311.115481 = -369108.319307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6258.490000 sec): 3 clusters
  Score: Raw -368890.572058 + Penalty 2622.230962 = -366268.341096
  nChanged 1215
		SP:Iteration 1F (6258.500000 sec): 3 clusters
  Score: Raw -369542.377806 + Penalty 2622.230962 = -366920.146844
  nChanged 231
		SP:Iteration 2F (6258.510000 sec): 3 clusters
  Score: Raw -369654.233286 + Penalty 2622.230962 = -367032.002324
  nChanged 139
		SP:Iteration 3Q (6258.520000 sec): 3 clusters
  Score: Raw -369728.058077 + Penalty 2622.230962 = -367105.827116
  nChanged 119
		SP:Iteration 4Q (6258.520000 sec): 3 clusters
  Score: Raw -369797.180829 + Penalty 2622.230962 = -367174.949867
  nChanged 87
		SP:Iteration 5Q (6258.530000 sec): 3 clusters
  Score: Raw -369847.021051 + Penalty 2622.230962 = -367224.790089
  nChanged 71
		SP:Iteration 6Q (6258.540000 sec): 3 clusters
  Score: Raw -369881.714417 + Penalty 2622.230962 = -367259.483455
  nChanged 72
		SP:Iteration 7Q (6258.550000 sec): 3 clusters
  Score: Raw -369919.314721 + Penalty 2622.230962 = -367297.083760
  nChanged 69
		SP:Iteration 8Q (6258.560000 sec): 3 clusters
  Score: Raw -369959.417772 + Penalty 2622.230962 = -367337.186811
  nChanged 52
		SP:Iteration 9Q (6258.560000 sec): 3 clusters
  Score: Raw -369985.181385 + Penalty 2622.230962 = -367362.950423
  nChanged 57
		SP:Iteration 10Q (6258.570000 sec): 3 clusters
  Score: Raw -370014.086342 + Penalty 2622.230962 = -367391.855380
  nChanged 45
		SP:Iteration 11Q (6258.580000 sec): 3 clusters
  Score: Raw -370039.540244 + Penalty 2622.230962 = -367417.309282
  nChanged 47
		SP:Iteration 12Q (6258.590000 sec): 3 clusters
  Score: Raw -370063.072374 + Penalty 2622.230962 = -367440.841412
  nChanged 46
		SP:Iteration 13Q (6258.600000 sec): 3 clusters
  Score: Raw -370080.130184 + Penalty 2622.230962 = -367457.899223
  nChanged 38
		SP:Iteration 14Q (6258.600000 sec): 3 clusters
  Score: Raw -370096.440359 + Penalty 2622.230962 = -367474.209397
  nChanged 47
		SP:Iteration 15Q (6258.610000 sec): 3 clusters
  Score: Raw -370116.324684 + Penalty 2622.230962 = -367494.093722
  nChanged 37
		SP:Iteration 16Q (6258.620000 sec): 3 clusters
  Score: Raw -370133.422246 + Penalty 2622.230962 = -367511.191285
  nChanged 39
		SP:Iteration 17Q (6258.630000 sec): 3 clusters
  Score: Raw -370147.153043 + Penalty 2622.230962 = -367524.922081
  nChanged 32
		SP:Iteration 18Q (6258.640000 sec): 3 clusters
  Score: Raw -370161.021228 + Penalty 2622.230962 = -367538.790266
  nChanged 36
		SP:Iteration 19Q (6258.640000 sec): 3 clusters
  Score: Raw -370175.226613 + Penalty 2622.230962 = -367552.995651
  nChanged 30
		SP:Iteration 20F (6258.650000 sec): 3 clusters
  Score: Raw -370188.841899 + Penalty 2622.230962 = -367566.610937
  nChanged 36
		SP:Iteration 21Q (6258.660000 sec): 3 clusters
  Score: Raw -370203.834714 + Penalty 2622.230962 = -367581.603752
  nChanged 19
		SP:Iteration 22Q (6258.660000 sec): 3 clusters
  Score: Raw -370210.955348 + Penalty 2622.230962 = -367588.724386
  nChanged 23
		SP:Iteration 23Q (6258.670000 sec): 3 clusters
  Score: Raw -370220.424091 + Penalty 2622.230962 = -367598.193130
  nChanged 29
		SP:Iteration 24Q (6258.680000 sec): 3 clusters
  Score: Raw -370232.292576 + Penalty 2622.230962 = -367610.061614
  nChanged 30
		SP:Iteration 25Q (6258.690000 sec): 3 clusters
  Score: Raw -370243.902243 + Penalty 2622.230962 = -367621.671281
  nChanged 28
		SP:Iteration 26Q (6258.700000 sec): 3 clusters
  Score: Raw -370257.366970 + Penalty 2622.230962 = -367635.136008
  nChanged 29
		SP:Iteration 27Q (6258.700000 sec): 3 clusters
  Score: Raw -370267.318631 + Penalty 2622.230962 = -367645.087669
  nChanged 21
		SP:Iteration 28Q (6258.710000 sec): 3 clusters
  Score: Raw -370273.372469 + Penalty 2622.230962 = -367651.141507
  nChanged 11
		SP:Iteration 29Q (6258.720000 sec): 3 clusters
  Score: Raw -370276.833863 + Penalty 2622.230962 = -367654.602902
  nChanged 11
		SP:Iteration 30Q (6258.730000 sec): 3 clusters
  Score: Raw -370280.974673 + Penalty 2622.230962 = -367658.743711
  nChanged 14
		SP:Iteration 31Q (6258.740000 sec): 3 clusters
  Score: Raw -370285.778675 + Penalty 2622.230962 = -367663.547713
  nChanged 11
		SP:Iteration 32Q (6258.740000 sec): 3 clusters
  Score: Raw -370289.538857 + Penalty 2622.230962 = -367667.307896
  nChanged 11
		SP:Iteration 33Q (6258.750000 sec): 3 clusters
  Score: Raw -370292.582618 + Penalty 2622.230962 = -367670.351657
  nChanged 8
		SP:Iteration 34Q (6258.760000 sec): 3 clusters
  Score: Raw -370295.799840 + Penalty 2622.230962 = -367673.568879
  nChanged 12
		SP:Iteration 35Q (6258.770000 sec): 3 clusters
  Score: Raw -370299.732409 + Penalty 2622.230962 = -367677.501448
  nChanged 8
		SP:Iteration 36Q (6258.780000 sec): 3 clusters
  Score: Raw -370303.339708 + Penalty 2622.230962 = -367681.108746
  nChanged 19
		SP:Iteration 37Q (6258.780000 sec): 3 clusters
  Score: Raw -370311.906379 + Penalty 2622.230962 = -367689.675417
  nChanged 15
		SP:Iteration 38Q (6258.790000 sec): 3 clusters
  Score: Raw -370317.921035 + Penalty 2622.230962 = -367695.690073
  nChanged 15
		SP:Iteration 39Q (6258.800000 sec): 3 clusters
  Score: Raw -370321.785861 + Penalty 2622.230962 = -367699.554900
  nChanged 6
		SP:Iteration 40F (6258.810000 sec): 3 clusters
  Score: Raw -370323.406029 + Penalty 2622.230962 = -367701.175068
  nChanged 5
		SP:Iteration 41Q (6258.820000 sec): 3 clusters
  Score: Raw -370324.856500 + Penalty 2622.230962 = -367702.625538
  nChanged 3
		SP:Iteration 42Q (6258.820000 sec): 3 clusters
  Score: Raw -370325.750825 + Penalty 2622.230962 = -367703.519863
  nChanged 5
		SP:Iteration 43Q (6258.830000 sec): 3 clusters
  Score: Raw -370327.196796 + Penalty 2622.230962 = -367704.965835
  nChanged 4
		SP:Iteration 44Q (6258.840000 sec): 3 clusters
  Score: Raw -370328.390006 + Penalty 2622.230962 = -367706.159044
  nChanged 8
		SP:Iteration 45Q (6258.840000 sec): 3 clusters
  Score: Raw -370330.114906 + Penalty 2622.230962 = -367707.883945
  nChanged 5
		SP:Iteration 46Q (6258.850000 sec): 3 clusters
  Score: Raw -370332.184624 + Penalty 2622.230962 = -367709.953663
  nChanged 2
		SP:Iteration 47Q (6258.860000 sec): 3 clusters
  Score: Raw -370332.740305 + Penalty 2622.230962 = -367710.509344
  nChanged 4
		SP:Iteration 48Q (6258.870000 sec): 3 clusters
  Score: Raw -370333.688718 + Penalty 2622.230962 = -367711.457757
  nChanged 2
		SP:Iteration 49Q (6258.880000 sec): 3 clusters
  Score: Raw -370334.749915 + Penalty 2622.230962 = -367712.518954
  nChanged 3
		SP:Iteration 50Q (6258.880000 sec): 3 clusters
  Score: Raw -370335.847400 + Penalty 2622.230962 = -367713.616439
  nChanged 6
		SP:Iteration 51Q (6258.890000 sec): 3 clusters
  Score: Raw -370337.341217 + Penalty 2622.230962 = -367715.110256
  nChanged 5
		SP:Iteration 52Q (6258.900000 sec): 3 clusters
  Score: Raw -370338.438400 + Penalty 2622.230962 = -367716.207439
  nChanged 5
		SP:Iteration 53Q (6258.910000 sec): 3 clusters
  Score: Raw -370340.216553 + Penalty 2622.230962 = -367717.985591
  nChanged 3
		SP:Iteration 54Q (6258.920000 sec): 3 clusters
  Score: Raw -370340.885553 + Penalty 2622.230962 = -367718.654592
  nChanged 2
		SP:Iteration 55Q (6258.920000 sec): 3 clusters
  Score: Raw -370341.908433 + Penalty 2622.230962 = -367719.677472
  nChanged 5
		SP:Iteration 56Q (6258.930000 sec): 3 clusters
  Score: Raw -370343.954730 + Penalty 2622.230962 = -367721.723769
  nChanged 4
		SP:Iteration 57Q (6258.940000 sec): 3 clusters
  Score: Raw -370344.969975 + Penalty 2622.230962 = -367722.739013
  nChanged 4
		SP:Iteration 58Q (6258.950000 sec): 3 clusters
  Score: Raw -370346.558831 + Penalty 2622.230962 = -367724.327869
  nChanged 1
		SP:Iteration 59Q (6258.960000 sec): 3 clusters
  Score: Raw -370346.785062 + Penalty 2622.230962 = -367724.554101
  nChanged 2
		SP:Iteration 60F (6258.960000 sec): 3 clusters
  Score: Raw -370347.707842 + Penalty 2622.230962 = -367725.476881
  nChanged 2
		SP:Iteration 61Q (6258.970000 sec): 3 clusters
  Score: Raw -370348.998099 + Penalty 2622.230962 = -367726.767138
  nChanged 3
		SP:Iteration 62Q (6258.980000 sec): 3 clusters
  Score: Raw -370349.755580 + Penalty 2622.230962 = -367727.524618
  nChanged 4
		SP:Iteration 63Q (6258.990000 sec): 3 clusters
  Score: Raw -370351.026749 + Penalty 2622.230962 = -367728.795788
  nChanged 3
		SP:Iteration 64Q (6258.990000 sec): 3 clusters
  Score: Raw -370352.235239 + Penalty 2622.230962 = -367730.004278
  nChanged 2
		SP:Iteration 65Q (6259.000000 sec): 3 clusters
  Score: Raw -370353.177734 + Penalty 2622.230962 = -367730.946772
  nChanged 4
		SP:Iteration 66Q (6259.010000 sec): 3 clusters
  Score: Raw -370354.412379 + Penalty 2622.230962 = -367732.181417
  nChanged 6
		SP:Iteration 67Q (6259.020000 sec): 3 clusters
  Score: Raw -370355.719692 + Penalty 2622.230962 = -367733.488730
  nChanged 6
		SP:Iteration 68Q (6259.020000 sec): 3 clusters
  Score: Raw -370357.594378 + Penalty 2622.230962 = -367735.363416
  nChanged 3
		SP:Iteration 69Q (6259.030000 sec): 3 clusters
  Score: Raw -370358.416483 + Penalty 2622.230962 = -367736.185521
  nChanged 4
		SP:Iteration 70Q (6259.040000 sec): 3 clusters
  Score: Raw -370359.525823 + Penalty 2622.230962 = -367737.294862
  nChanged 6
		SP:Iteration 71Q (6259.050000 sec): 3 clusters
  Score: Raw -370361.641793 + Penalty 2622.230962 = -367739.410832
  nChanged 11
		SP:Iteration 72Q (6259.060000 sec): 3 clusters
  Score: Raw -370365.624533 + Penalty 2622.230962 = -367743.393571
  nChanged 9
		SP:Iteration 73Q (6259.060000 sec): 3 clusters
  Score: Raw -370367.688908 + Penalty 2622.230962 = -367745.457947
  nChanged 3
		SP:Iteration 74Q (6259.070000 sec): 3 clusters
  Score: Raw -370368.518286 + Penalty 2622.230962 = -367746.287325
  nChanged 4
		SP:Iteration 75Q (6259.080000 sec): 3 clusters
  Score: Raw -370369.438895 + Penalty 2622.230962 = -367747.207933
  nChanged 2
		SP:Iteration 76Q (6259.090000 sec): 3 clusters
  Score: Raw -370369.917803 + Penalty 2622.230962 = -367747.686842
  nChanged 2
		SP:Iteration 77Q (6259.100000 sec): 3 clusters
  Score: Raw -370370.400160 + Penalty 2622.230962 = -367748.169199
  nChanged 1
		SP:Iteration 78Q (6259.100000 sec): 3 clusters
  Score: Raw -370370.544956 + Penalty 2622.230962 = -367748.313995
  nChanged 1
		SP:Iteration 79Q (6259.110000 sec): 3 clusters
  Score: Raw -370370.748052 + Penalty 2622.230962 = -367748.517091
  nChanged 0
		SP:Iteration 80F (6259.120000 sec): 3 clusters
  Score: Raw -370370.748052 + Penalty 2622.230962 = -367748.517091
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6259.160000 sec): 2 clusters
  Score: Raw -1503017.426622 + Penalty 1536.222777 = -1501481.203845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6259.190000 sec): 3 clusters
  Score: Raw -1495592.723489 + Penalty 3072.445555 = -1492520.277934
  nChanged 5673
		SP:Iteration 1F (6259.220000 sec): 3 clusters
  Score: Raw -1498479.042200 + Penalty 3072.445555 = -1495406.596645
  nChanged 737
		SP:Iteration 2F (6259.260000 sec): 3 clusters
  Score: Raw -1498788.845899 + Penalty 3072.445555 = -1495716.400344
  nChanged 700
		SP:Iteration 3F (6259.290000 sec): 3 clusters
  Score: Raw -1499122.858681 + Penalty 3072.445555 = -1496050.413126
  nChanged 756
		SP:Iteration 4F (6259.320000 sec): 3 clusters
  Score: Raw -1499547.584411 + Penalty 3072.445555 = -1496475.138856
  nChanged 797
		SP:Iteration 5F (6259.360000 sec): 3 clusters
  Score: Raw -1500023.839416 + Penalty 3072.445555 = -1496951.393861
  nChanged 837
		SP:Iteration 6F (6259.390000 sec): 3 clusters
  Score: Raw -1500540.031751 + Penalty 3072.445555 = -1497467.586196
  nChanged 774
		SP:Iteration 7F (6259.420000 sec): 3 clusters
  Score: Raw -1501038.864560 + Penalty 3072.445555 = -1497966.419005
  nChanged 688
		SP:Iteration 8F (6259.450000 sec): 3 clusters
  Score: Raw -1501459.585453 + Penalty 3072.445555 = -1498387.139898
  nChanged 551
		SP:Iteration 9Q (6259.480000 sec): 3 clusters
  Score: Raw -1501768.055417 + Penalty 3072.445555 = -1498695.609862
  nChanged 438
		SP:Iteration 10Q (6259.520000 sec): 3 clusters
  Score: Raw -1501991.337567 + Penalty 3072.445555 = -1498918.892012
  nChanged 345
		SP:Iteration 11Q (6259.550000 sec): 3 clusters
  Score: Raw -1502145.260943 + Penalty 3072.445555 = -1499072.815388
  nChanged 265
		SP:Iteration 12Q (6259.580000 sec): 3 clusters
  Score: Raw -1502261.236892 + Penalty 3072.445555 = -1499188.791337
  nChanged 233
		SP:Iteration 13Q (6259.620000 sec): 3 clusters
  Score: Raw -1502376.684071 + Penalty 3072.445555 = -1499304.238516
  nChanged 237
		SP:Iteration 14Q (6259.650000 sec): 3 clusters
  Score: Raw -1502493.741711 + Penalty 3072.445555 = -1499421.296156
  nChanged 192
		SP:Iteration 15Q (6259.680000 sec): 3 clusters
  Score: Raw -1502594.150100 + Penalty 3072.445555 = -1499521.704546
  nChanged 165
		SP:Iteration 16Q (6259.720000 sec): 3 clusters
  Score: Raw -1502683.891938 + Penalty 3072.445555 = -1499611.446383
  nChanged 156
		SP:Iteration 17Q (6259.750000 sec): 3 clusters
  Score: Raw -1502766.698480 + Penalty 3072.445555 = -1499694.252925
  nChanged 122
		SP:Iteration 18Q (6259.780000 sec): 3 clusters
  Score: Raw -1502822.989690 + Penalty 3072.445555 = -1499750.544136
  nChanged 93
		SP:Iteration 19Q (6259.810000 sec): 3 clusters
  Score: Raw -1502860.942398 + Penalty 3072.445555 = -1499788.496843
  nChanged 82
		SP:Iteration 20F (6259.840000 sec): 3 clusters
  Score: Raw -1502895.865270 + Penalty 3072.445555 = -1499823.419715
  nChanged 70
		SP:Iteration 21Q (6259.880000 sec): 3 clusters
  Score: Raw -1502928.093137 + Penalty 3072.445555 = -1499855.647582
  nChanged 66
		SP:Iteration 22Q (6259.900000 sec): 3 clusters
  Score: Raw -1502953.950262 + Penalty 3072.445555 = -1499881.504707
  nChanged 50
		SP:Iteration 23Q (6259.940000 sec): 3 clusters
  Score: Raw -1502977.516678 + Penalty 3072.445555 = -1499905.071123
  nChanged 58
		SP:Iteration 24Q (6259.960000 sec): 3 clusters
  Score: Raw -1503009.158198 + Penalty 3072.445555 = -1499936.712643
  nChanged 66
		SP:Iteration 25Q (6260.000000 sec): 3 clusters
  Score: Raw -1503045.661716 + Penalty 3072.445555 = -1499973.216161
  nChanged 45
		SP:Iteration 26Q (6260.020000 sec): 3 clusters
  Score: Raw -1503065.398220 + Penalty 3072.445555 = -1499992.952666
  nChanged 29
		SP:Iteration 27Q (6260.050000 sec): 3 clusters
  Score: Raw -1503078.980010 + Penalty 3072.445555 = -1500006.534455
  nChanged 24
		SP:Iteration 28Q (6260.080000 sec): 3 clusters
  Score: Raw -1503088.528889 + Penalty 3072.445555 = -1500016.083334
  nChanged 22
		SP:Iteration 29Q (6260.110000 sec): 3 clusters
  Score: Raw -1503100.892429 + Penalty 3072.445555 = -1500028.446874
  nChanged 24
		SP:Iteration 30Q (6260.140000 sec): 3 clusters
  Score: Raw -1503113.144321 + Penalty 3072.445555 = -1500040.698766
  nChanged 21
		SP:Iteration 31Q (6260.170000 sec): 3 clusters
  Score: Raw -1503121.872976 + Penalty 3072.445555 = -1500049.427421
  nChanged 17
		SP:Iteration 32Q (6260.200000 sec): 3 clusters
  Score: Raw -1503132.755514 + Penalty 3072.445555 = -1500060.309959
  nChanged 14
		SP:Iteration 33Q (6260.220000 sec): 3 clusters
  Score: Raw -1503139.872077 + Penalty 3072.445555 = -1500067.426522
  nChanged 14
		SP:Iteration 34Q (6260.250000 sec): 3 clusters
  Score: Raw -1503146.285669 + Penalty 3072.445555 = -1500073.840114
  nChanged 12
		SP:Iteration 35Q (6260.280000 sec): 3 clusters
  Score: Raw -1503151.766532 + Penalty 3072.445555 = -1500079.320977
  nChanged 7
		SP:Iteration 36Q (6260.300000 sec): 3 clusters
  Score: Raw -1503156.175607 + Penalty 3072.445555 = -1500083.730052
  nChanged 6
		SP:Iteration 37Q (6260.330000 sec): 3 clusters
  Score: Raw -1503158.910909 + Penalty 3072.445555 = -1500086.465354
  nChanged 8
		SP:Iteration 38Q (6260.360000 sec): 3 clusters
  Score: Raw -1503162.271852 + Penalty 3072.445555 = -1500089.826298
  nChanged 7
		SP:Iteration 39Q (6260.390000 sec): 3 clusters
  Score: Raw -1503166.463854 + Penalty 3072.445555 = -1500094.018299
  nChanged 11
		SP:Iteration 40F (6260.420000 sec): 3 clusters
  Score: Raw -1503172.251785 + Penalty 3072.445555 = -1500099.806230
  nChanged 9
		SP:Iteration 41Q (6260.450000 sec): 3 clusters
  Score: Raw -1503179.117221 + Penalty 3072.445555 = -1500106.671666
  nChanged 10
		SP:Iteration 42Q (6260.470000 sec): 3 clusters
  Score: Raw -1503184.478954 + Penalty 3072.445555 = -1500112.033399
  nChanged 7
		SP:Iteration 43Q (6260.500000 sec): 3 clusters
  Score: Raw -1503186.452544 + Penalty 3072.445555 = -1500114.006989
  nChanged 3
		SP:Iteration 44Q (6260.520000 sec): 3 clusters
  Score: Raw -1503188.348010 + Penalty 3072.445555 = -1500115.902455
  nChanged 3
		SP:Iteration 45Q (6260.550000 sec): 3 clusters
  Score: Raw -1503190.829362 + Penalty 3072.445555 = -1500118.383807
  nChanged 10
		SP:Iteration 46Q (6260.580000 sec): 3 clusters
  Score: Raw -1503195.481607 + Penalty 3072.445555 = -1500123.036052
  nChanged 7
		SP:Iteration 47Q (6260.600000 sec): 3 clusters
  Score: Raw -1503198.694488 + Penalty 3072.445555 = -1500126.248933
  nChanged 6
		SP:Iteration 48Q (6260.630000 sec): 3 clusters
  Score: Raw -1503201.697180 + Penalty 3072.445555 = -1500129.251625
  nChanged 3
		SP:Iteration 49Q (6260.660000 sec): 3 clusters
  Score: Raw -1503203.676840 + Penalty 3072.445555 = -1500131.231285
  nChanged 2
		SP:Iteration 50Q (6260.680000 sec): 3 clusters
  Score: Raw -1503203.948701 + Penalty 3072.445555 = -1500131.503146
  nChanged 0
		SP:Iteration 51F (6260.720000 sec): 3 clusters
  Score: Raw -1503203.948701 + Penalty 3072.445555 = -1500131.503146
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6260.730000 sec): 2 clusters
  Score: Raw -279173.862540 + Penalty 1271.991426 = -277901.871114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6260.740000 sec): 3 clusters
  Score: Raw -278022.054925 + Penalty 2543.982853 = -275478.072073
  nChanged 976
		SP:Iteration 1F (6260.740000 sec): 3 clusters
  Score: Raw -278664.645755 + Penalty 2543.982853 = -276120.662902
  nChanged 245
		SP:Iteration 2F (6260.750000 sec): 3 clusters
  Score: Raw -278871.909675 + Penalty 2543.982853 = -276327.926822
  nChanged 175
		SP:Iteration 3F (6260.760000 sec): 3 clusters
  Score: Raw -279028.994314 + Penalty 2543.982853 = -276485.011462
  nChanged 124
		SP:Iteration 4Q (6260.760000 sec): 3 clusters
  Score: Raw -279140.234997 + Penalty 2543.982853 = -276596.252145
  nChanged 123
		SP:Iteration 5Q (6260.770000 sec): 3 clusters
  Score: Raw -279249.328978 + Penalty 2543.982853 = -276705.346125
  nChanged 105
		SP:Iteration 6Q (6260.780000 sec): 3 clusters
  Score: Raw -279324.908886 + Penalty 2543.982853 = -276780.926033
  nChanged 59
		SP:Iteration 7Q (6260.780000 sec): 3 clusters
  Score: Raw -279361.493348 + Penalty 2543.982853 = -276817.510496
  nChanged 42
		SP:Iteration 8Q (6260.790000 sec): 3 clusters
  Score: Raw -279390.497479 + Penalty 2543.982853 = -276846.514626
  nChanged 35
		SP:Iteration 9Q (6260.800000 sec): 3 clusters
  Score: Raw -279411.849770 + Penalty 2543.982853 = -276867.866917
  nChanged 34
		SP:Iteration 10Q (6260.800000 sec): 3 clusters
  Score: Raw -279441.443903 + Penalty 2543.982853 = -276897.461050
  nChanged 42
		SP:Iteration 11Q (6260.810000 sec): 3 clusters
  Score: Raw -279474.330171 + Penalty 2543.982853 = -276930.347319
  nChanged 44
		SP:Iteration 12Q (6260.810000 sec): 3 clusters
  Score: Raw -279501.531504 + Penalty 2543.982853 = -276957.548652
  nChanged 30
		SP:Iteration 13Q (6260.820000 sec): 3 clusters
  Score: Raw -279519.119291 + Penalty 2543.982853 = -276975.136439
  nChanged 28
		SP:Iteration 14Q (6260.820000 sec): 3 clusters
  Score: Raw -279532.790149 + Penalty 2543.982853 = -276988.807297
  nChanged 25
		SP:Iteration 15Q (6260.830000 sec): 3 clusters
  Score: Raw -279554.527897 + Penalty 2543.982853 = -277010.545044
  nChanged 20
		SP:Iteration 16Q (6260.840000 sec): 3 clusters
  Score: Raw -279572.033905 + Penalty 2543.982853 = -277028.051053
  nChanged 27
		SP:Iteration 17Q (6260.840000 sec): 3 clusters
  Score: Raw -279592.010006 + Penalty 2543.982853 = -277048.027153
  nChanged 20
		SP:Iteration 18Q (6260.850000 sec): 3 clusters
  Score: Raw -279603.918871 + Penalty 2543.982853 = -277059.936019
  nChanged 17
		SP:Iteration 19Q (6260.860000 sec): 3 clusters
  Score: Raw -279615.037845 + Penalty 2543.982853 = -277071.054993
  nChanged 14
		SP:Iteration 20F (6260.860000 sec): 3 clusters
  Score: Raw -279622.834675 + Penalty 2543.982853 = -277078.851822
  nChanged 13
		SP:Iteration 21Q (6260.870000 sec): 3 clusters
  Score: Raw -279629.160639 + Penalty 2543.982853 = -277085.177786
  nChanged 7
		SP:Iteration 22Q (6260.880000 sec): 3 clusters
  Score: Raw -279632.317930 + Penalty 2543.982853 = -277088.335078
  nChanged 5
		SP:Iteration 23Q (6260.880000 sec): 3 clusters
  Score: Raw -279634.088511 + Penalty 2543.982853 = -277090.105658
  nChanged 5
		SP:Iteration 24Q (6260.890000 sec): 3 clusters
  Score: Raw -279636.696850 + Penalty 2543.982853 = -277092.713997
  nChanged 4
		SP:Iteration 25Q (6260.890000 sec): 3 clusters
  Score: Raw -279638.206639 + Penalty 2543.982853 = -277094.223787
  nChanged 3
		SP:Iteration 26Q (6260.900000 sec): 3 clusters
  Score: Raw -279639.344126 + Penalty 2543.982853 = -277095.361274
  nChanged 3
		SP:Iteration 27Q (6260.910000 sec): 3 clusters
  Score: Raw -279642.063545 + Penalty 2543.982853 = -277098.080693
  nChanged 3
		SP:Iteration 28Q (6260.910000 sec): 3 clusters
  Score: Raw -279642.898375 + Penalty 2543.982853 = -277098.915522
  nChanged 1
		SP:Iteration 29Q (6260.920000 sec): 3 clusters
  Score: Raw -279643.436038 + Penalty 2543.982853 = -277099.453186
  nChanged 0
		SP:Iteration 30F (6260.920000 sec): 3 clusters
  Score: Raw -279643.436038 + Penalty 2543.982853 = -277099.453186
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6260.940000 sec): 2 clusters
  Score: Raw -477284.883118 + Penalty 1364.961015 = -475919.922103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6260.950000 sec): 3 clusters
  Score: Raw -475009.956040 + Penalty 2729.922031 = -472280.034010
  nChanged 1821
		SP:Iteration 1F (6260.960000 sec): 3 clusters
  Score: Raw -476278.417664 + Penalty 2729.922031 = -473548.495633
  nChanged 370
		SP:Iteration 2F (6260.980000 sec): 3 clusters
  Score: Raw -476625.686049 + Penalty 2729.922031 = -473895.764019
  nChanged 302
		SP:Iteration 3F (6260.990000 sec): 3 clusters
  Score: Raw -476890.738664 + Penalty 2729.922031 = -474160.816633
  nChanged 270
		SP:Iteration 4F (6261.000000 sec): 3 clusters
  Score: Raw -477131.482095 + Penalty 2729.922031 = -474401.560064
  nChanged 240
		SP:Iteration 5F (6261.010000 sec): 3 clusters
  Score: Raw -477368.169557 + Penalty 2729.922031 = -474638.247526
  nChanged 219
		SP:Iteration 6Q (6261.020000 sec): 3 clusters
  Score: Raw -477590.215570 + Penalty 2729.922031 = -474860.293539
  nChanged 169
		SP:Iteration 7Q (6261.030000 sec): 3 clusters
  Score: Raw -477723.370533 + Penalty 2729.922031 = -474993.448502
  nChanged 131
		SP:Iteration 8Q (6261.040000 sec): 3 clusters
  Score: Raw -477807.613400 + Penalty 2729.922031 = -475077.691369
  nChanged 97
		SP:Iteration 9Q (6261.050000 sec): 3 clusters
  Score: Raw -477846.401834 + Penalty 2729.922031 = -475116.479804
  nChanged 51
		SP:Iteration 10Q (6261.060000 sec): 3 clusters
  Score: Raw -477863.114453 + Penalty 2729.922031 = -475133.192422
  nChanged 37
		SP:Iteration 11Q (6261.070000 sec): 3 clusters
  Score: Raw -477872.961211 + Penalty 2729.922031 = -475143.039181
  nChanged 18
		SP:Iteration 12Q (6261.080000 sec): 3 clusters
  Score: Raw -477877.755121 + Penalty 2729.922031 = -475147.833090
  nChanged 9
		SP:Iteration 13Q (6261.090000 sec): 3 clusters
  Score: Raw -477879.631815 + Penalty 2729.922031 = -475149.709784
  nChanged 10
		SP:Iteration 14Q (6261.100000 sec): 3 clusters
  Score: Raw -477882.158027 + Penalty 2729.922031 = -475152.235996
  nChanged 11
		SP:Iteration 15Q (6261.120000 sec): 3 clusters
  Score: Raw -477884.362320 + Penalty 2729.922031 = -475154.440289
  nChanged 5
		SP:Iteration 16Q (6261.120000 sec): 3 clusters
  Score: Raw -477886.375484 + Penalty 2729.922031 = -475156.453453
  nChanged 6
		SP:Iteration 17Q (6261.140000 sec): 3 clusters
  Score: Raw -477887.854920 + Penalty 2729.922031 = -475157.932889
  nChanged 1
		SP:Iteration 18Q (6261.140000 sec): 3 clusters
  Score: Raw -477888.170670 + Penalty 2729.922031 = -475158.248640
  nChanged 1
		SP:Iteration 19Q (6261.160000 sec): 3 clusters
  Score: Raw -477888.289344 + Penalty 2729.922031 = -475158.367313
  nChanged 0
		SP:Iteration 20F (6261.170000 sec): 3 clusters
  Score: Raw -477888.289344 + Penalty 2729.922031 = -475158.367313
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6261.180000 sec): 2 clusters
  Score: Raw -528539.507823 + Penalty 1377.105346 = -527162.402477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6261.200000 sec): 3 clusters
  Score: Raw -526090.382675 + Penalty 2754.210692 = -523336.171983
  nChanged 1955
		SP:Iteration 1F (6261.210000 sec): 3 clusters
  Score: Raw -527202.489944 + Penalty 2754.210692 = -524448.279252
  nChanged 314
		SP:Iteration 2F (6261.220000 sec): 3 clusters
  Score: Raw -527380.650374 + Penalty 2754.210692 = -524626.439682
  nChanged 261
		SP:Iteration 3F (6261.230000 sec): 3 clusters
  Score: Raw -527520.970457 + Penalty 2754.210692 = -524766.759765
  nChanged 222
		SP:Iteration 4Q (6261.240000 sec): 3 clusters
  Score: Raw -527634.744351 + Penalty 2754.210692 = -524880.533659
  nChanged 182
		SP:Iteration 5Q (6261.260000 sec): 3 clusters
  Score: Raw -527720.033783 + Penalty 2754.210692 = -524965.823091
  nChanged 154
		SP:Iteration 6Q (6261.270000 sec): 3 clusters
  Score: Raw -527786.879316 + Penalty 2754.210692 = -525032.668624
  nChanged 131
		SP:Iteration 7Q (6261.280000 sec): 3 clusters
  Score: Raw -527846.449847 + Penalty 2754.210692 = -525092.239155
  nChanged 128
		SP:Iteration 8Q (6261.290000 sec): 3 clusters
  Score: Raw -527904.223252 + Penalty 2754.210692 = -525150.012560
  nChanged 122
		SP:Iteration 9Q (6261.300000 sec): 3 clusters
  Score: Raw -527967.334067 + Penalty 2754.210692 = -525213.123375
  nChanged 141
		SP:Iteration 10Q (6261.320000 sec): 3 clusters
  Score: Raw -528035.188736 + Penalty 2754.210692 = -525280.978044
  nChanged 126
		SP:Iteration 11Q (6261.330000 sec): 3 clusters
  Score: Raw -528093.076964 + Penalty 2754.210692 = -525338.866272
  nChanged 112
		SP:Iteration 12Q (6261.340000 sec): 3 clusters
  Score: Raw -528147.763002 + Penalty 2754.210692 = -525393.552310
  nChanged 109
		SP:Iteration 13Q (6261.350000 sec): 3 clusters
  Score: Raw -528204.456842 + Penalty 2754.210692 = -525450.246150
  nChanged 93
		SP:Iteration 14Q (6261.360000 sec): 3 clusters
  Score: Raw -528246.168741 + Penalty 2754.210692 = -525491.958049
  nChanged 69
		SP:Iteration 15Q (6261.380000 sec): 3 clusters
  Score: Raw -528277.185614 + Penalty 2754.210692 = -525522.974922
  nChanged 67
		SP:Iteration 16Q (6261.390000 sec): 3 clusters
  Score: Raw -528313.374951 + Penalty 2754.210692 = -525559.164259
  nChanged 78
		SP:Iteration 17Q (6261.400000 sec): 3 clusters
  Score: Raw -528361.066866 + Penalty 2754.210692 = -525606.856174
  nChanged 82
		SP:Iteration 18Q (6261.410000 sec): 3 clusters
  Score: Raw -528407.357343 + Penalty 2754.210692 = -525653.146651
  nChanged 84
		SP:Iteration 19Q (6261.420000 sec): 3 clusters
  Score: Raw -528461.638146 + Penalty 2754.210692 = -525707.427454
  nChanged 75
		SP:Iteration 20F (6261.440000 sec): 3 clusters
  Score: Raw -528506.891994 + Penalty 2754.210692 = -525752.681302
  nChanged 74
		SP:Iteration 21Q (6261.450000 sec): 3 clusters
  Score: Raw -528573.177256 + Penalty 2754.210692 = -525818.966564
  nChanged 86
		SP:Iteration 22Q (6261.460000 sec): 3 clusters
  Score: Raw -528654.649065 + Penalty 2754.210692 = -525900.438373
  nChanged 97
		SP:Iteration 23Q (6261.470000 sec): 3 clusters
  Score: Raw -528750.577516 + Penalty 2754.210692 = -525996.366824
  nChanged 107
		SP:Iteration 24Q (6261.480000 sec): 3 clusters
  Score: Raw -528831.118459 + Penalty 2754.210692 = -526076.907767
  nChanged 77
		SP:Iteration 25Q (6261.490000 sec): 3 clusters
  Score: Raw -528892.453423 + Penalty 2754.210692 = -526138.242731
  nChanged 70
		SP:Iteration 26Q (6261.500000 sec): 3 clusters
  Score: Raw -528941.688014 + Penalty 2754.210692 = -526187.477322
  nChanged 54
		SP:Iteration 27Q (6261.520000 sec): 3 clusters
  Score: Raw -528978.326779 + Penalty 2754.210692 = -526224.116087
  nChanged 44
		SP:Iteration 28Q (6261.530000 sec): 3 clusters
  Score: Raw -529008.417940 + Penalty 2754.210692 = -526254.207248
  nChanged 41
		SP:Iteration 29Q (6261.540000 sec): 3 clusters
  Score: Raw -529040.459193 + Penalty 2754.210692 = -526286.248501
  nChanged 29
		SP:Iteration 30Q (6261.550000 sec): 3 clusters
  Score: Raw -529060.916464 + Penalty 2754.210692 = -526306.705772
  nChanged 19
		SP:Iteration 31Q (6261.560000 sec): 3 clusters
  Score: Raw -529070.464254 + Penalty 2754.210692 = -526316.253562
  nChanged 8
		SP:Iteration 32Q (6261.570000 sec): 3 clusters
  Score: Raw -529074.909837 + Penalty 2754.210692 = -526320.699145
  nChanged 5
		SP:Iteration 33Q (6261.580000 sec): 3 clusters
  Score: Raw -529079.714916 + Penalty 2754.210692 = -526325.504224
  nChanged 8
		SP:Iteration 34Q (6261.590000 sec): 3 clusters
  Score: Raw -529085.531277 + Penalty 2754.210692 = -526331.320585
  nChanged 4
		SP:Iteration 35Q (6261.600000 sec): 3 clusters
  Score: Raw -529087.601267 + Penalty 2754.210692 = -526333.390575
  nChanged 2
		SP:Iteration 36Q (6261.610000 sec): 3 clusters
  Score: Raw -529088.572168 + Penalty 2754.210692 = -526334.361476
  nChanged 1
		SP:Iteration 37Q (6261.620000 sec): 3 clusters
  Score: Raw -529088.723905 + Penalty 2754.210692 = -526334.513213
  nChanged 0
		SP:Iteration 38F (6261.630000 sec): 3 clusters
  Score: Raw -529089.719038 + Penalty 2754.210692 = -526335.508346
  nChanged 1
		SP:Iteration 39Q (6261.640000 sec): 3 clusters
  Score: Raw -529091.696784 + Penalty 2754.210692 = -526337.486092
  nChanged 3
		SP:Iteration 40F (6261.660000 sec): 3 clusters
  Score: Raw -529093.312705 + Penalty 2754.210692 = -526339.102013
  nChanged 2
		SP:Iteration 41Q (6261.660000 sec): 3 clusters
  Score: Raw -529094.247904 + Penalty 2754.210692 = -526340.037212
  nChanged 3
		SP:Iteration 42Q (6261.680000 sec): 3 clusters
  Score: Raw -529095.670600 + Penalty 2754.210692 = -526341.459908
  nChanged 3
		SP:Iteration 43Q (6261.690000 sec): 3 clusters
  Score: Raw -529097.944236 + Penalty 2754.210692 = -526343.733544
  nChanged 2
		SP:Iteration 44Q (6261.700000 sec): 3 clusters
  Score: Raw -529099.128744 + Penalty 2754.210692 = -526344.918052
  nChanged 1
		SP:Iteration 45Q (6261.710000 sec): 3 clusters
  Score: Raw -529099.423825 + Penalty 2754.210692 = -526345.213133
  nChanged 2
		SP:Iteration 46Q (6261.720000 sec): 3 clusters
  Score: Raw -529099.863890 + Penalty 2754.210692 = -526345.653198
  nChanged 1
		SP:Iteration 47Q (6261.730000 sec): 3 clusters
  Score: Raw -529100.431492 + Penalty 2754.210692 = -526346.220800
  nChanged 0
		SP:Iteration 48F (6261.740000 sec): 3 clusters
  Score: Raw -529100.431492 + Penalty 2754.210692 = -526346.220800
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6261.750000 sec): 2 clusters
  Score: Raw -142254.881570 + Penalty 1164.768992 = -141090.112577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6261.760000 sec): 3 clusters
  Score: Raw -141767.271236 + Penalty 2329.537985 = -139437.733251
  nChanged 402
		SP:Iteration 1F (6261.760000 sec): 3 clusters
  Score: Raw -142090.189408 + Penalty 2329.537985 = -139760.651423
  nChanged 96
		SP:Iteration 2F (6261.760000 sec): 3 clusters
  Score: Raw -142209.711833 + Penalty 2329.537985 = -139880.173848
  nChanged 72
		SP:Iteration 3F (6261.760000 sec): 3 clusters
  Score: Raw -142306.351703 + Penalty 2329.537985 = -139976.813718
  nChanged 80
		SP:Iteration 4F (6261.770000 sec): 3 clusters
  Score: Raw -142444.005586 + Penalty 2329.537985 = -140114.467601
  nChanged 75
		SP:Iteration 5F (6261.770000 sec): 3 clusters
  Score: Raw -142568.591249 + Penalty 2329.537985 = -140239.053264
  nChanged 59
		SP:Iteration 6Q (6261.770000 sec): 3 clusters
  Score: Raw -142644.298111 + Penalty 2329.537985 = -140314.760126
  nChanged 40
		SP:Iteration 7Q (6261.780000 sec): 3 clusters
  Score: Raw -142701.194754 + Penalty 2329.537985 = -140371.656769
  nChanged 29
		SP:Iteration 8Q (6261.780000 sec): 3 clusters
  Score: Raw -142735.973928 + Penalty 2329.537985 = -140406.435944
  nChanged 24
		SP:Iteration 9Q (6261.780000 sec): 3 clusters
  Score: Raw -142759.292374 + Penalty 2329.537985 = -140429.754389
  nChanged 12
		SP:Iteration 10Q (6261.780000 sec): 3 clusters
  Score: Raw -142770.954650 + Penalty 2329.537985 = -140441.416665
  nChanged 14
		SP:Iteration 11Q (6261.790000 sec): 3 clusters
  Score: Raw -142783.210664 + Penalty 2329.537985 = -140453.672679
  nChanged 11
		SP:Iteration 12Q (6261.790000 sec): 3 clusters
  Score: Raw -142794.097034 + Penalty 2329.537985 = -140464.559049
  nChanged 5
		SP:Iteration 13Q (6261.800000 sec): 3 clusters
  Score: Raw -142798.154169 + Penalty 2329.537985 = -140468.616185
  nChanged 5
		SP:Iteration 14Q (6261.800000 sec): 3 clusters
  Score: Raw -142803.500856 + Penalty 2329.537985 = -140473.962871
  nChanged 4
		SP:Iteration 15Q (6261.800000 sec): 3 clusters
  Score: Raw -142808.360002 + Penalty 2329.537985 = -140478.822017
  nChanged 1
		SP:Iteration 16Q (6261.800000 sec): 3 clusters
  Score: Raw -142808.639911 + Penalty 2329.537985 = -140479.101926
  nChanged 1
		SP:Iteration 17Q (6261.800000 sec): 3 clusters
  Score: Raw -142808.859895 + Penalty 2329.537985 = -140479.321910
  nChanged 1
		SP:Iteration 18Q (6261.810000 sec): 3 clusters
  Score: Raw -142809.300116 + Penalty 2329.537985 = -140479.762131
  nChanged 0
		SP:Iteration 19F (6261.810000 sec): 3 clusters
  Score: Raw -142809.300116 + Penalty 2329.537985 = -140479.762131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (1099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6261.820000 sec): 2 clusters
  Score: Raw -111035.909286 + Penalty 1137.850343 = -109898.058944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6261.820000 sec): 3 clusters
  Score: Raw -110692.326075 + Penalty 2275.700685 = -108416.625390
  nChanged 328
		SP:Iteration 1F (6261.820000 sec): 3 clusters
  Score: Raw -111026.715696 + Penalty 2275.700685 = -108751.015011
  nChanged 90
		SP:Iteration 2F (6261.830000 sec): 3 clusters
  Score: Raw -111134.510962 + Penalty 2275.700685 = -108858.810277
  nChanged 54
		SP:Iteration 3Q (6261.830000 sec): 3 clusters
  Score: Raw -111201.482377 + Penalty 2275.700685 = -108925.781692
  nChanged 39
		SP:Iteration 4Q (6261.830000 sec): 3 clusters
  Score: Raw -111259.188538 + Penalty 2275.700685 = -108983.487853
  nChanged 40
		SP:Iteration 5Q (6261.840000 sec): 3 clusters
  Score: Raw -111328.536601 + Penalty 2275.700685 = -109052.835916
  nChanged 45
		SP:Iteration 6Q (6261.840000 sec): 3 clusters
  Score: Raw -111433.154217 + Penalty 2275.700685 = -109157.453531
  nChanged 43
		SP:Iteration 7Q (6261.840000 sec): 3 clusters
  Score: Raw -111556.053813 + Penalty 2275.700685 = -109280.353128
  nChanged 50
		SP:Iteration 8Q (6261.840000 sec): 3 clusters
  Score: Raw -111663.919928 + Penalty 2275.700685 = -109388.219243
  nChanged 32
		SP:Iteration 9Q (6261.840000 sec): 3 clusters
  Score: Raw -111725.647335 + Penalty 2275.700685 = -109449.946649
  nChanged 26
		SP:Iteration 10Q (6261.850000 sec): 3 clusters
  Score: Raw -111769.497509 + Penalty 2275.700685 = -109493.796824
  nChanged 20
		SP:Iteration 11Q (6261.850000 sec): 3 clusters
  Score: Raw -111800.066649 + Penalty 2275.700685 = -109524.365963
  nChanged 18
		SP:Iteration 12Q (6261.850000 sec): 3 clusters
  Score: Raw -111825.032012 + Penalty 2275.700685 = -109549.331326
  nChanged 8
		SP:Iteration 13Q (6261.860000 sec): 3 clusters
  Score: Raw -111833.734007 + Penalty 2275.700685 = -109558.033322
  nChanged 5
		SP:Iteration 14Q (6261.860000 sec): 3 clusters
  Score: Raw -111840.377027 + Penalty 2275.700685 = -109564.676341
  nChanged 4
		SP:Iteration 15Q (6261.860000 sec): 3 clusters
  Score: Raw -111846.974395 + Penalty 2275.700685 = -109571.273710
  nChanged 6
		SP:Iteration 16Q (6261.860000 sec): 3 clusters
  Score: Raw -111854.261705 + Penalty 2275.700685 = -109578.561020
  nChanged 2
		SP:Iteration 17Q (6261.860000 sec): 3 clusters
  Score: Raw -111858.126555 + Penalty 2275.700685 = -109582.425869
  nChanged 1
		SP:Iteration 18Q (6261.870000 sec): 3 clusters
  Score: Raw -111858.481121 + Penalty 2275.700685 = -109582.780435
  nChanged 0
		SP:Iteration 19F (6261.870000 sec): 3 clusters
  Score: Raw -111861.919430 + Penalty 2275.700685 = -109586.218745
  nChanged 1
		SP:Iteration 20F (6261.870000 sec): 3 clusters
  Score: Raw -111868.695351 + Penalty 2275.700685 = -109592.994666
  nChanged 2
		SP:Iteration 21Q (6261.880000 sec): 3 clusters
  Score: Raw -111871.943366 + Penalty 2275.700685 = -109596.242681
  nChanged 3
		SP:Iteration 22Q (6261.880000 sec): 3 clusters
  Score: Raw -111875.085556 + Penalty 2275.700685 = -109599.384871
  nChanged 2
		SP:Iteration 23Q (6261.880000 sec): 3 clusters
  Score: Raw -111876.440948 + Penalty 2275.700685 = -109600.740263
  nChanged 0
		SP:Iteration 24F (6261.880000 sec): 3 clusters
  Score: Raw -111876.440948 + Penalty 2275.700685 = -109600.740263
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (33025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6261.990000 sec): 2 clusters
  Score: Raw -4042952.007867 + Penalty 1690.815771 = -4041261.192096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6262.080000 sec): 3 clusters
  Score: Raw -4022445.099124 + Penalty 3381.631542 = -4019063.467582
  nChanged 15289
		SP:Iteration 1F (6262.160000 sec): 3 clusters
  Score: Raw -4030988.752525 + Penalty 3381.631542 = -4027607.120982
  nChanged 1419
		SP:Iteration 2Q (6262.250000 sec): 3 clusters
  Score: Raw -4031419.396400 + Penalty 3381.631542 = -4028037.764858
  nChanged 1350
		SP:Iteration 3Q (6262.340000 sec): 3 clusters
  Score: Raw -4031902.913582 + Penalty 3381.631542 = -4028521.282040
  nChanged 1393
		SP:Iteration 4Q (6262.430000 sec): 3 clusters
  Score: Raw -4032453.847940 + Penalty 3381.631542 = -4029072.216397
  nChanged 1442
		SP:Iteration 5Q (6262.520000 sec): 3 clusters
  Score: Raw -4033130.076613 + Penalty 3381.631542 = -4029748.445071
  nChanged 1594
		SP:Iteration 6Q (6262.620000 sec): 3 clusters
  Score: Raw -4034056.585251 + Penalty 3381.631542 = -4030674.953709
  nChanged 1731
		SP:Iteration 7F (6262.700000 sec): 3 clusters
  Score: Raw -4035320.090339 + Penalty 3381.631542 = -4031938.458797
  nChanged 1986
		SP:Iteration 8F (6262.790000 sec): 3 clusters
  Score: Raw -4036864.246479 + Penalty 3381.631542 = -4033482.614937
  nChanged 1993
		SP:Iteration 9F (6262.880000 sec): 3 clusters
  Score: Raw -4038201.897273 + Penalty 3381.631542 = -4034820.265731
  nChanged 1610
		SP:Iteration 10Q (6262.970000 sec): 3 clusters
  Score: Raw -4038977.900507 + Penalty 3381.631542 = -4035596.268965
  nChanged 1105
		SP:Iteration 11Q (6263.050000 sec): 3 clusters
  Score: Raw -4039373.708081 + Penalty 3381.631542 = -4035992.076539
  nChanged 737
		SP:Iteration 12Q (6263.140000 sec): 3 clusters
  Score: Raw -4039593.327534 + Penalty 3381.631542 = -4036211.695992
  nChanged 560
		SP:Iteration 13Q (6263.220000 sec): 3 clusters
  Score: Raw -4039758.765468 + Penalty 3381.631542 = -4036377.133926
  nChanged 519
		SP:Iteration 14Q (6263.310000 sec): 3 clusters
  Score: Raw -4039921.448783 + Penalty 3381.631542 = -4036539.817241
  nChanged 469
		SP:Iteration 15Q (6263.400000 sec): 3 clusters
  Score: Raw -4040062.496121 + Penalty 3381.631542 = -4036680.864579
  nChanged 447
		SP:Iteration 16Q (6263.480000 sec): 3 clusters
  Score: Raw -4040183.332040 + Penalty 3381.631542 = -4036801.700498
  nChanged 422
		SP:Iteration 17Q (6263.560000 sec): 3 clusters
  Score: Raw -4040292.017502 + Penalty 3381.631542 = -4036910.385960
  nChanged 412
		SP:Iteration 18Q (6263.650000 sec): 3 clusters
  Score: Raw -4040398.757941 + Penalty 3381.631542 = -4037017.126399
  nChanged 396
		SP:Iteration 19Q (6263.730000 sec): 3 clusters
  Score: Raw -4040499.079014 + Penalty 3381.631542 = -4037117.447472
  nChanged 412
		SP:Iteration 20F (6263.820000 sec): 3 clusters
  Score: Raw -4040600.903119 + Penalty 3381.631542 = -4037219.271577
  nChanged 399
		SP:Iteration 21Q (6263.910000 sec): 3 clusters
  Score: Raw -4040691.023605 + Penalty 3381.631542 = -4037309.392063
  nChanged 366
		SP:Iteration 22Q (6263.990000 sec): 3 clusters
  Score: Raw -4040771.464153 + Penalty 3381.631542 = -4037389.832611
  nChanged 374
		SP:Iteration 23Q (6264.080000 sec): 3 clusters
  Score: Raw -4040849.717591 + Penalty 3381.631542 = -4037468.086049
  nChanged 356
		SP:Iteration 24Q (6264.170000 sec): 3 clusters
  Score: Raw -4040923.999463 + Penalty 3381.631542 = -4037542.367921
  nChanged 332
		SP:Iteration 25Q (6264.250000 sec): 3 clusters
  Score: Raw -4040988.555899 + Penalty 3381.631542 = -4037606.924357
  nChanged 321
		SP:Iteration 26Q (6264.330000 sec): 3 clusters
  Score: Raw -4041054.177057 + Penalty 3381.631542 = -4037672.545515
  nChanged 320
		SP:Iteration 27Q (6264.420000 sec): 3 clusters
  Score: Raw -4041120.766846 + Penalty 3381.631542 = -4037739.135304
  nChanged 322
		SP:Iteration 28Q (6264.510000 sec): 3 clusters
  Score: Raw -4041185.394129 + Penalty 3381.631542 = -4037803.762587
  nChanged 311
		SP:Iteration 29Q (6264.590000 sec): 3 clusters
  Score: Raw -4041245.899023 + Penalty 3381.631542 = -4037864.267480
  nChanged 286
		SP:Iteration 30Q (6264.670000 sec): 3 clusters
  Score: Raw -4041300.220333 + Penalty 3381.631542 = -4037918.588791
  nChanged 270
		SP:Iteration 31Q (6264.760000 sec): 3 clusters
  Score: Raw -4041346.566501 + Penalty 3381.631542 = -4037964.934959
  nChanged 265
		SP:Iteration 32Q (6264.840000 sec): 3 clusters
  Score: Raw -4041392.905557 + Penalty 3381.631542 = -4038011.274015
  nChanged 266
		SP:Iteration 33Q (6264.930000 sec): 3 clusters
  Score: Raw -4041439.013615 + Penalty 3381.631542 = -4038057.382072
  nChanged 244
		SP:Iteration 34Q (6265.010000 sec): 3 clusters
  Score: Raw -4041478.984468 + Penalty 3381.631542 = -4038097.352926
  nChanged 229
		SP:Iteration 35Q (6265.090000 sec): 3 clusters
  Score: Raw -4041515.210402 + Penalty 3381.631542 = -4038133.578860
  nChanged 245
		SP:Iteration 36Q (6265.170000 sec): 3 clusters
  Score: Raw -4041558.852881 + Penalty 3381.631542 = -4038177.221339
  nChanged 250
		SP:Iteration 37Q (6265.260000 sec): 3 clusters
  Score: Raw -4041599.901141 + Penalty 3381.631542 = -4038218.269599
  nChanged 227
		SP:Iteration 38Q (6265.340000 sec): 3 clusters
  Score: Raw -4041636.954328 + Penalty 3381.631542 = -4038255.322786
  nChanged 231
		SP:Iteration 39Q (6265.420000 sec): 3 clusters
  Score: Raw -4041675.371691 + Penalty 3381.631542 = -4038293.740149
  nChanged 218
		SP:Iteration 40F (6265.510000 sec): 3 clusters
  Score: Raw -4041712.355513 + Penalty 3381.631542 = -4038330.723971
  nChanged 233
		SP:Iteration 41Q (6265.590000 sec): 3 clusters
  Score: Raw -4041754.157228 + Penalty 3381.631542 = -4038372.525686
  nChanged 241
		SP:Iteration 42Q (6265.670000 sec): 3 clusters
  Score: Raw -4041798.258446 + Penalty 3381.631542 = -4038416.626904
  nChanged 214
		SP:Iteration 43Q (6265.750000 sec): 3 clusters
  Score: Raw -4041835.208769 + Penalty 3381.631542 = -4038453.577227
  nChanged 221
		SP:Iteration 44Q (6265.830000 sec): 3 clusters
  Score: Raw -4041873.428656 + Penalty 3381.631542 = -4038491.797114
  nChanged 206
		SP:Iteration 45Q (6265.910000 sec): 3 clusters
  Score: Raw -4041909.075203 + Penalty 3381.631542 = -4038527.443661
  nChanged 191
		SP:Iteration 46Q (6266.000000 sec): 3 clusters
  Score: Raw -4041940.824344 + Penalty 3381.631542 = -4038559.192802
  nChanged 185
		SP:Iteration 47Q (6266.080000 sec): 3 clusters
  Score: Raw -4041969.837773 + Penalty 3381.631542 = -4038588.206231
  nChanged 192
		SP:Iteration 48Q (6266.160000 sec): 3 clusters
  Score: Raw -4042003.817716 + Penalty 3381.631542 = -4038622.186173
  nChanged 204
		SP:Iteration 49Q (6266.240000 sec): 3 clusters
  Score: Raw -4042049.092612 + Penalty 3381.631542 = -4038667.461070
  nChanged 230
		SP:Iteration 50Q (6266.320000 sec): 3 clusters
  Score: Raw -4042101.611559 + Penalty 3381.631542 = -4038719.980017
  nChanged 223
		SP:Iteration 51Q (6266.390000 sec): 3 clusters
  Score: Raw -4042149.568665 + Penalty 3381.631542 = -4038767.937123
  nChanged 242
		SP:Iteration 52Q (6266.470000 sec): 3 clusters
  Score: Raw -4042206.622200 + Penalty 3381.631542 = -4038824.990658
  nChanged 232
		SP:Iteration 53Q (6266.550000 sec): 3 clusters
  Score: Raw -4042262.760077 + Penalty 3381.631542 = -4038881.128535
  nChanged 236
		SP:Iteration 54Q (6266.630000 sec): 3 clusters
  Score: Raw -4042326.479288 + Penalty 3381.631542 = -4038944.847745
  nChanged 277
		SP:Iteration 55Q (6266.710000 sec): 3 clusters
  Score: Raw -4042421.138350 + Penalty 3381.631542 = -4039039.506808
  nChanged 289
		SP:Iteration 56Q (6266.780000 sec): 3 clusters
  Score: Raw -4042531.130207 + Penalty 3381.631542 = -4039149.498665
  nChanged 307
		SP:Iteration 57Q (6266.860000 sec): 3 clusters
  Score: Raw -4042659.718863 + Penalty 3381.631542 = -4039278.087321
  nChanged 306
		SP:Iteration 58Q (6266.930000 sec): 3 clusters
  Score: Raw -4042791.491314 + Penalty 3381.631542 = -4039409.859772
  nChanged 300
		SP:Iteration 59Q (6267.010000 sec): 3 clusters
  Score: Raw -4042945.483209 + Penalty 3381.631542 = -4039563.851667
  nChanged 325
		SP:Iteration 60F (6267.100000 sec): 3 clusters
  Score: Raw -4043144.059662 + Penalty 3381.631542 = -4039762.428120
  nChanged 326
		SP:Iteration 61Q (6267.170000 sec): 3 clusters
  Score: Raw -4043368.603884 + Penalty 3381.631542 = -4039986.972342
  nChanged 287
		SP:Iteration 62Q (6267.250000 sec): 3 clusters
  Score: Raw -4043557.405478 + Penalty 3381.631542 = -4040175.773936
  nChanged 260
		SP:Iteration 63Q (6267.320000 sec): 3 clusters
  Score: Raw -4043692.645671 + Penalty 3381.631542 = -4040311.014129
  nChanged 203
		SP:Iteration 64Q (6267.390000 sec): 3 clusters
  Score: Raw -4043770.312287 + Penalty 3381.631542 = -4040388.680745
  nChanged 164
		SP:Iteration 65Q (6267.460000 sec): 3 clusters
  Score: Raw -4043811.918379 + Penalty 3381.631542 = -4040430.286837
  nChanged 103
		SP:Iteration 66Q (6267.530000 sec): 3 clusters
  Score: Raw -4043830.422796 + Penalty 3381.631542 = -4040448.791254
  nChanged 78
		SP:Iteration 67Q (6267.600000 sec): 3 clusters
  Score: Raw -4043841.254326 + Penalty 3381.631542 = -4040459.622784
  nChanged 60
		SP:Iteration 68Q (6267.670000 sec): 3 clusters
  Score: Raw -4043848.035354 + Penalty 3381.631542 = -4040466.403812
  nChanged 50
		SP:Iteration 69Q (6267.740000 sec): 3 clusters
  Score: Raw -4043854.368523 + Penalty 3381.631542 = -4040472.736981
  nChanged 42
		SP:Iteration 70Q (6267.810000 sec): 3 clusters
  Score: Raw -4043859.246825 + Penalty 3381.631542 = -4040477.615283
  nChanged 44
		SP:Iteration 71Q (6267.880000 sec): 3 clusters
  Score: Raw -4043864.967542 + Penalty 3381.631542 = -4040483.336000
  nChanged 52
		SP:Iteration 72Q (6267.950000 sec): 3 clusters
  Score: Raw -4043870.961404 + Penalty 3381.631542 = -4040489.329862
  nChanged 45
		SP:Iteration 73Q (6268.020000 sec): 3 clusters
  Score: Raw -4043876.228040 + Penalty 3381.631542 = -4040494.596498
  nChanged 49
		SP:Iteration 74Q (6268.090000 sec): 3 clusters
  Score: Raw -4043883.618334 + Penalty 3381.631542 = -4040501.986792
  nChanged 49
		SP:Iteration 75Q (6268.160000 sec): 3 clusters
  Score: Raw -4043890.720802 + Penalty 3381.631542 = -4040509.089260
  nChanged 49
		SP:Iteration 76Q (6268.230000 sec): 3 clusters
  Score: Raw -4043896.565866 + Penalty 3381.631542 = -4040514.934324
  nChanged 38
		SP:Iteration 77Q (6268.290000 sec): 3 clusters
  Score: Raw -4043900.673467 + Penalty 3381.631542 = -4040519.041925
  nChanged 35
		SP:Iteration 78Q (6268.360000 sec): 3 clusters
  Score: Raw -4043904.113303 + Penalty 3381.631542 = -4040522.481761
  nChanged 31
		SP:Iteration 79Q (6268.430000 sec): 3 clusters
  Score: Raw -4043907.417904 + Penalty 3381.631542 = -4040525.786362
  nChanged 29
		SP:Iteration 80F (6268.520000 sec): 3 clusters
  Score: Raw -4043909.926948 + Penalty 3381.631542 = -4040528.295406
  nChanged 21
		SP:Iteration 81Q (6268.590000 sec): 3 clusters
  Score: Raw -4043912.640629 + Penalty 3381.631542 = -4040531.009087
  nChanged 23
		SP:Iteration 82Q (6268.660000 sec): 3 clusters
  Score: Raw -4043915.030390 + Penalty 3381.631542 = -4040533.398848
  nChanged 21
		SP:Iteration 83Q (6268.730000 sec): 3 clusters
  Score: Raw -4043916.956318 + Penalty 3381.631542 = -4040535.324776
  nChanged 23
		SP:Iteration 84Q (6268.800000 sec): 3 clusters
  Score: Raw -4043918.848755 + Penalty 3381.631542 = -4040537.217213
  nChanged 20
		SP:Iteration 85Q (6268.870000 sec): 3 clusters
  Score: Raw -4043920.527869 + Penalty 3381.631542 = -4040538.896327
  nChanged 17
		SP:Iteration 86Q (6268.940000 sec): 3 clusters
  Score: Raw -4043922.743836 + Penalty 3381.631542 = -4040541.112294
  nChanged 21
		SP:Iteration 87Q (6269.010000 sec): 3 clusters
  Score: Raw -4043925.316375 + Penalty 3381.631542 = -4040543.684833
  nChanged 20
		SP:Iteration 88Q (6269.070000 sec): 3 clusters
  Score: Raw -4043927.658028 + Penalty 3381.631542 = -4040546.026486
  nChanged 19
		SP:Iteration 89Q (6269.140000 sec): 3 clusters
  Score: Raw -4043929.422393 + Penalty 3381.631542 = -4040547.790851
  nChanged 16
		SP:Iteration 90Q (6269.210000 sec): 3 clusters
  Score: Raw -4043930.668248 + Penalty 3381.631542 = -4040549.036706
  nChanged 16
		SP:Iteration 91Q (6269.280000 sec): 3 clusters
  Score: Raw -4043931.951182 + Penalty 3381.631542 = -4040550.319640
  nChanged 12
		SP:Iteration 92Q (6269.350000 sec): 3 clusters
  Score: Raw -4043932.883735 + Penalty 3381.631542 = -4040551.252193
  nChanged 7
		SP:Iteration 93Q (6269.410000 sec): 3 clusters
  Score: Raw -4043933.326331 + Penalty 3381.631542 = -4040551.694789
  nChanged 5
		SP:Iteration 94Q (6269.480000 sec): 3 clusters
  Score: Raw -4043933.890255 + Penalty 3381.631542 = -4040552.258713
  nChanged 5
		SP:Iteration 95Q (6269.550000 sec): 3 clusters
  Score: Raw -4043934.250758 + Penalty 3381.631542 = -4040552.619216
  nChanged 6
		SP:Iteration 96Q (6269.620000 sec): 3 clusters
  Score: Raw -4043934.680295 + Penalty 3381.631542 = -4040553.048753
  nChanged 4
		SP:Iteration 97Q (6269.690000 sec): 3 clusters
  Score: Raw -4043934.959928 + Penalty 3381.631542 = -4040553.328386
  nChanged 4
		SP:Iteration 98Q (6269.750000 sec): 3 clusters
  Score: Raw -4043935.178412 + Penalty 3381.631542 = -4040553.546870
  nChanged 1
		SP:Iteration 99Q (6269.820000 sec): 3 clusters
  Score: Raw -4043935.308039 + Penalty 3381.631542 = -4040553.676497
  nChanged 2
		SP:Iteration 100F (6269.910000 sec): 3 clusters
  Score: Raw -4043935.471214 + Penalty 3381.631542 = -4040553.839672
  nChanged 3
		SP:Iteration 101Q (6269.980000 sec): 3 clusters
  Score: Raw -4043935.765913 + Penalty 3381.631542 = -4040554.134371
  nChanged 2
		SP:Iteration 102Q (6270.050000 sec): 3 clusters
  Score: Raw -4043936.050327 + Penalty 3381.631542 = -4040554.418785
  nChanged 4
		SP:Iteration 103Q (6270.110000 sec): 3 clusters
  Score: Raw -4043936.494830 + Penalty 3381.631542 = -4040554.863288
  nChanged 8
		SP:Iteration 104Q (6270.180000 sec): 3 clusters
  Score: Raw -4043937.051883 + Penalty 3381.631542 = -4040555.420341
  nChanged 5
		SP:Iteration 105Q (6270.250000 sec): 3 clusters
  Score: Raw -4043937.324816 + Penalty 3381.631542 = -4040555.693274
  nChanged 4
		SP:Iteration 106Q (6270.310000 sec): 3 clusters
  Score: Raw -4043937.624407 + Penalty 3381.631542 = -4040555.992865
  nChanged 5
		SP:Iteration 107Q (6270.380000 sec): 3 clusters
  Score: Raw -4043937.876010 + Penalty 3381.631542 = -4040556.244468
  nChanged 5
		SP:Iteration 108Q (6270.450000 sec): 3 clusters
  Score: Raw -4043938.094476 + Penalty 3381.631542 = -4040556.462934
  nChanged 2
		SP:Iteration 109Q (6270.520000 sec): 3 clusters
  Score: Raw -4043938.221992 + Penalty 3381.631542 = -4040556.590450
  nChanged 3
		SP:Iteration 110Q (6270.590000 sec): 3 clusters
  Score: Raw -4043938.414700 + Penalty 3381.631542 = -4040556.783158
  nChanged 1
		SP:Iteration 111Q (6270.650000 sec): 3 clusters
  Score: Raw -4043938.458137 + Penalty 3381.631542 = -4040556.826595
  nChanged 2
		SP:Iteration 112Q (6270.720000 sec): 3 clusters
  Score: Raw -4043938.600137 + Penalty 3381.631542 = -4040556.968595
  nChanged 1
		SP:Iteration 113Q (6270.790000 sec): 3 clusters
  Score: Raw -4043938.676271 + Penalty 3381.631542 = -4040557.044729
  nChanged 1
		SP:Iteration 114Q (6270.860000 sec): 3 clusters
  Score: Raw -4043938.693464 + Penalty 3381.631542 = -4040557.061922
  nChanged 1
		SP:Iteration 115Q (6270.930000 sec): 3 clusters
  Score: Raw -4043938.746678 + Penalty 3381.631542 = -4040557.115136
  nChanged 1
		SP:Iteration 116Q (6270.990000 sec): 3 clusters
  Score: Raw -4043938.809851 + Penalty 3381.631542 = -4040557.178309
  nChanged 2
		SP:Iteration 117Q (6271.060000 sec): 3 clusters
  Score: Raw -4043938.896405 + Penalty 3381.631542 = -4040557.264863
  nChanged 2
		SP:Iteration 118Q (6271.130000 sec): 3 clusters
  Score: Raw -4043939.122955 + Penalty 3381.631542 = -4040557.491413
  nChanged 6
		SP:Iteration 119Q (6271.200000 sec): 3 clusters
  Score: Raw -4043939.562353 + Penalty 3381.631542 = -4040557.930811
  nChanged 4
		SP:Iteration 120F (6271.290000 sec): 3 clusters
  Score: Raw -4043939.807426 + Penalty 3381.631542 = -4040558.175884
  nChanged 5
		SP:Iteration 121Q (6271.350000 sec): 3 clusters
  Score: Raw -4043940.145359 + Penalty 3381.631542 = -4040558.513817
  nChanged 5
		SP:Iteration 122Q (6271.420000 sec): 3 clusters
  Score: Raw -4043940.369949 + Penalty 3381.631542 = -4040558.738407
  nChanged 2
		SP:Iteration 123Q (6271.490000 sec): 3 clusters
  Score: Raw -4043940.472703 + Penalty 3381.631542 = -4040558.841161
  nChanged 3
		SP:Iteration 124Q (6271.560000 sec): 3 clusters
  Score: Raw -4043940.607126 + Penalty 3381.631542 = -4040558.975584
  nChanged 1
		SP:Iteration 125Q (6271.630000 sec): 3 clusters
  Score: Raw -4043940.699123 + Penalty 3381.631542 = -4040559.067581
  nChanged 1
		SP:Iteration 126Q (6271.690000 sec): 3 clusters
  Score: Raw -4043940.744983 + Penalty 3381.631542 = -4040559.113441
  nChanged 0
		SP:Iteration 127F (6271.780000 sec): 3 clusters
  Score: Raw -4043940.744983 + Penalty 3381.631542 = -4040559.113441
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6271.820000 sec): 2 clusters
  Score: Raw -1155853.726022 + Penalty 1497.102262 = -1154356.623760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6271.850000 sec): 3 clusters
  Score: Raw -1150202.105180 + Penalty 2994.204524 = -1147207.900656
  nChanged 4309
		SP:Iteration 1F (6271.870000 sec): 3 clusters
  Score: Raw -1152532.327286 + Penalty 2994.204524 = -1149538.122762
  nChanged 637
		SP:Iteration 2F (6271.900000 sec): 3 clusters
  Score: Raw -1152850.730545 + Penalty 2994.204524 = -1149856.526021
  nChanged 561
		SP:Iteration 3F (6271.930000 sec): 3 clusters
  Score: Raw -1153106.795677 + Penalty 2994.204524 = -1150112.591153
  nChanged 505
		SP:Iteration 4F (6271.950000 sec): 3 clusters
  Score: Raw -1153372.864029 + Penalty 2994.204524 = -1150378.659505
  nChanged 535
		SP:Iteration 5F (6271.980000 sec): 3 clusters
  Score: Raw -1153679.679121 + Penalty 2994.204524 = -1150685.474597
  nChanged 525
		SP:Iteration 6F (6272.000000 sec): 3 clusters
  Score: Raw -1154009.821952 + Penalty 2994.204524 = -1151015.617428
  nChanged 531
		SP:Iteration 7F (6272.030000 sec): 3 clusters
  Score: Raw -1154363.815211 + Penalty 2994.204524 = -1151369.610687
  nChanged 481
		SP:Iteration 8Q (6272.050000 sec): 3 clusters
  Score: Raw -1154689.759593 + Penalty 2994.204524 = -1151695.555069
  nChanged 409
		SP:Iteration 9Q (6272.080000 sec): 3 clusters
  Score: Raw -1154981.785058 + Penalty 2994.204524 = -1151987.580534
  nChanged 345
		SP:Iteration 10Q (6272.100000 sec): 3 clusters
  Score: Raw -1155222.885045 + Penalty 2994.204524 = -1152228.680521
  nChanged 295
		SP:Iteration 11Q (6272.130000 sec): 3 clusters
  Score: Raw -1155450.915805 + Penalty 2994.204524 = -1152456.711281
  nChanged 269
		SP:Iteration 12Q (6272.150000 sec): 3 clusters
  Score: Raw -1155692.344410 + Penalty 2994.204524 = -1152698.139886
  nChanged 202
		SP:Iteration 13Q (6272.170000 sec): 3 clusters
  Score: Raw -1155884.257355 + Penalty 2994.204524 = -1152890.052830
  nChanged 124
		SP:Iteration 14Q (6272.200000 sec): 3 clusters
  Score: Raw -1155984.986547 + Penalty 2994.204524 = -1152990.782023
  nChanged 98
		SP:Iteration 15Q (6272.220000 sec): 3 clusters
  Score: Raw -1156068.446218 + Penalty 2994.204524 = -1153074.241694
  nChanged 59
		SP:Iteration 16Q (6272.240000 sec): 3 clusters
  Score: Raw -1156124.385770 + Penalty 2994.204524 = -1153130.181246
  nChanged 51
		SP:Iteration 17Q (6272.260000 sec): 3 clusters
  Score: Raw -1156169.826889 + Penalty 2994.204524 = -1153175.622365
  nChanged 35
		SP:Iteration 18Q (6272.280000 sec): 3 clusters
  Score: Raw -1156204.873368 + Penalty 2994.204524 = -1153210.668844
  nChanged 31
		SP:Iteration 19Q (6272.300000 sec): 3 clusters
  Score: Raw -1156235.909854 + Penalty 2994.204524 = -1153241.705330
  nChanged 29
		SP:Iteration 20F (6272.320000 sec): 3 clusters
  Score: Raw -1156255.037918 + Penalty 2994.204524 = -1153260.833393
  nChanged 20
		SP:Iteration 21Q (6272.340000 sec): 3 clusters
  Score: Raw -1156266.649622 + Penalty 2994.204524 = -1153272.445098
  nChanged 10
		SP:Iteration 22Q (6272.360000 sec): 3 clusters
  Score: Raw -1156271.397818 + Penalty 2994.204524 = -1153277.193294
  nChanged 5
		SP:Iteration 23Q (6272.380000 sec): 3 clusters
  Score: Raw -1156274.263620 + Penalty 2994.204524 = -1153280.059096
  nChanged 8
		SP:Iteration 24Q (6272.400000 sec): 3 clusters
  Score: Raw -1156279.468204 + Penalty 2994.204524 = -1153285.263680
  nChanged 12
		SP:Iteration 25Q (6272.420000 sec): 3 clusters
  Score: Raw -1156285.255628 + Penalty 2994.204524 = -1153291.051104
  nChanged 7
		SP:Iteration 26Q (6272.430000 sec): 3 clusters
  Score: Raw -1156287.711518 + Penalty 2994.204524 = -1153293.506993
  nChanged 1
		SP:Iteration 27Q (6272.450000 sec): 3 clusters
  Score: Raw -1156288.012138 + Penalty 2994.204524 = -1153293.807614
  nChanged 2
		SP:Iteration 28Q (6272.470000 sec): 3 clusters
  Score: Raw -1156288.506924 + Penalty 2994.204524 = -1153294.302400
  nChanged 0
		SP:Iteration 29F (6272.500000 sec): 3 clusters
  Score: Raw -1156288.506924 + Penalty 2994.204524 = -1153294.302400
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6272.510000 sec): 2 clusters
  Score: Raw -486069.033236 + Penalty 1355.788831 = -484713.244405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6272.530000 sec): 3 clusters
  Score: Raw -483919.883827 + Penalty 2711.577661 = -481208.306166
  nChanged 1664
		SP:Iteration 1F (6272.540000 sec): 3 clusters
  Score: Raw -484851.747973 + Penalty 2711.577661 = -482140.170312
  nChanged 293
		SP:Iteration 2F (6272.550000 sec): 3 clusters
  Score: Raw -484997.273463 + Penalty 2711.577661 = -482285.695802
  nChanged 198
		SP:Iteration 3Q (6272.560000 sec): 3 clusters
  Score: Raw -485092.246350 + Penalty 2711.577661 = -482380.668688
  nChanged 148
		SP:Iteration 4Q (6272.570000 sec): 3 clusters
  Score: Raw -485153.028869 + Penalty 2711.577661 = -482441.451208
  nChanged 121
		SP:Iteration 5Q (6272.580000 sec): 3 clusters
  Score: Raw -485212.008420 + Penalty 2711.577661 = -482500.430758
  nChanged 131
		SP:Iteration 6Q (6272.590000 sec): 3 clusters
  Score: Raw -485283.767008 + Penalty 2711.577661 = -482572.189347
  nChanged 134
		SP:Iteration 7Q (6272.600000 sec): 3 clusters
  Score: Raw -485361.007169 + Penalty 2711.577661 = -482649.429508
  nChanged 130
		SP:Iteration 8Q (6272.610000 sec): 3 clusters
  Score: Raw -485427.066197 + Penalty 2711.577661 = -482715.488536
  nChanged 129
		SP:Iteration 9Q (6272.620000 sec): 3 clusters
  Score: Raw -485491.548222 + Penalty 2711.577661 = -482779.970560
  nChanged 113
		SP:Iteration 10Q (6272.630000 sec): 3 clusters
  Score: Raw -485555.441169 + Penalty 2711.577661 = -482843.863507
  nChanged 121
		SP:Iteration 11Q (6272.640000 sec): 3 clusters
  Score: Raw -485615.984295 + Penalty 2711.577661 = -482904.406633
  nChanged 116
		SP:Iteration 12Q (6272.650000 sec): 3 clusters
  Score: Raw -485668.466431 + Penalty 2711.577661 = -482956.888770
  nChanged 90
		SP:Iteration 13Q (6272.660000 sec): 3 clusters
  Score: Raw -485714.242777 + Penalty 2711.577661 = -483002.665116
  nChanged 101
		SP:Iteration 14Q (6272.670000 sec): 3 clusters
  Score: Raw -485766.623921 + Penalty 2711.577661 = -483055.046259
  nChanged 105
		SP:Iteration 15Q (6272.680000 sec): 3 clusters
  Score: Raw -485818.110016 + Penalty 2711.577661 = -483106.532355
  nChanged 92
		SP:Iteration 16Q (6272.690000 sec): 3 clusters
  Score: Raw -485867.087345 + Penalty 2711.577661 = -483155.509684
  nChanged 105
		SP:Iteration 17Q (6272.710000 sec): 3 clusters
  Score: Raw -485932.687076 + Penalty 2711.577661 = -483221.109415
  nChanged 130
		SP:Iteration 18Q (6272.710000 sec): 3 clusters
  Score: Raw -486008.494439 + Penalty 2711.577661 = -483296.916778
  nChanged 117
		SP:Iteration 19Q (6272.730000 sec): 3 clusters
  Score: Raw -486083.875940 + Penalty 2711.577661 = -483372.298279
  nChanged 105
		SP:Iteration 20F (6272.730000 sec): 3 clusters
  Score: Raw -486145.809303 + Penalty 2711.577661 = -483434.231642
  nChanged 90
		SP:Iteration 21Q (6272.750000 sec): 3 clusters
  Score: Raw -486199.318666 + Penalty 2711.577661 = -483487.741004
  nChanged 81
		SP:Iteration 22Q (6272.760000 sec): 3 clusters
  Score: Raw -486238.943541 + Penalty 2711.577661 = -483527.365879
  nChanged 49
		SP:Iteration 23Q (6272.770000 sec): 3 clusters
  Score: Raw -486262.928205 + Penalty 2711.577661 = -483551.350544
  nChanged 45
		SP:Iteration 24Q (6272.780000 sec): 3 clusters
  Score: Raw -486290.437121 + Penalty 2711.577661 = -483578.859459
  nChanged 43
		SP:Iteration 25Q (6272.790000 sec): 3 clusters
  Score: Raw -486308.697555 + Penalty 2711.577661 = -483597.119893
  nChanged 34
		SP:Iteration 26Q (6272.800000 sec): 3 clusters
  Score: Raw -486321.914334 + Penalty 2711.577661 = -483610.336673
  nChanged 27
		SP:Iteration 27Q (6272.810000 sec): 3 clusters
  Score: Raw -486330.978790 + Penalty 2711.577661 = -483619.401128
  nChanged 18
		SP:Iteration 28Q (6272.820000 sec): 3 clusters
  Score: Raw -486337.416367 + Penalty 2711.577661 = -483625.838705
  nChanged 10
		SP:Iteration 29Q (6272.830000 sec): 3 clusters
  Score: Raw -486342.886387 + Penalty 2711.577661 = -483631.308726
  nChanged 18
		SP:Iteration 30Q (6272.840000 sec): 3 clusters
  Score: Raw -486351.379633 + Penalty 2711.577661 = -483639.801972
  nChanged 18
		SP:Iteration 31Q (6272.850000 sec): 3 clusters
  Score: Raw -486357.258088 + Penalty 2711.577661 = -483645.680426
  nChanged 11
		SP:Iteration 32Q (6272.860000 sec): 3 clusters
  Score: Raw -486361.083507 + Penalty 2711.577661 = -483649.505845
  nChanged 8
		SP:Iteration 33Q (6272.870000 sec): 3 clusters
  Score: Raw -486363.081713 + Penalty 2711.577661 = -483651.504051
  nChanged 5
		SP:Iteration 34Q (6272.880000 sec): 3 clusters
  Score: Raw -486364.772232 + Penalty 2711.577661 = -483653.194571
  nChanged 9
		SP:Iteration 35Q (6272.890000 sec): 3 clusters
  Score: Raw -486368.081813 + Penalty 2711.577661 = -483656.504152
  nChanged 10
		SP:Iteration 36Q (6272.900000 sec): 3 clusters
  Score: Raw -486370.930208 + Penalty 2711.577661 = -483659.352546
  nChanged 4
		SP:Iteration 37Q (6272.910000 sec): 3 clusters
  Score: Raw -486371.599876 + Penalty 2711.577661 = -483660.022214
  nChanged 2
		SP:Iteration 38Q (6272.920000 sec): 3 clusters
  Score: Raw -486372.197428 + Penalty 2711.577661 = -483660.619767
  nChanged 3
		SP:Iteration 39Q (6272.930000 sec): 3 clusters
  Score: Raw -486372.778637 + Penalty 2711.577661 = -483661.200975
  nChanged 2
		SP:Iteration 40F (6272.940000 sec): 3 clusters
  Score: Raw -486373.242578 + Penalty 2711.577661 = -483661.664916
  nChanged 3
		SP:Iteration 41Q (6272.950000 sec): 3 clusters
  Score: Raw -486373.860588 + Penalty 2711.577661 = -483662.282927
  nChanged 1
		SP:Iteration 42Q (6272.960000 sec): 3 clusters
  Score: Raw -486374.258040 + Penalty 2711.577661 = -483662.680379
  nChanged 1
		SP:Iteration 43Q (6272.970000 sec): 3 clusters
  Score: Raw -486374.601947 + Penalty 2711.577661 = -483663.024286
  nChanged 2
		SP:Iteration 44Q (6272.990000 sec): 3 clusters
  Score: Raw -486375.247696 + Penalty 2711.577661 = -483663.670034
  nChanged 1
		SP:Iteration 45Q (6272.990000 sec): 3 clusters
  Score: Raw -486375.568191 + Penalty 2711.577661 = -483663.990529
  nChanged 2
		SP:Iteration 46Q (6273.010000 sec): 3 clusters
  Score: Raw -486376.352239 + Penalty 2711.577661 = -483664.774578
  nChanged 0
		SP:Iteration 47F (6273.010000 sec): 3 clusters
  Score: Raw -486376.352239 + Penalty 2711.577661 = -483664.774578
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6273.030000 sec): 2 clusters
  Score: Raw -148844.975641 + Penalty 1174.022428 = -147670.953213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6273.030000 sec): 3 clusters
  Score: Raw -148381.552667 + Penalty 2348.044857 = -146033.507810
  nChanged 436
		SP:Iteration 1F (6273.030000 sec): 3 clusters
  Score: Raw -148831.382179 + Penalty 2348.044857 = -146483.337322
  nChanged 136
		SP:Iteration 2F (6273.030000 sec): 3 clusters
  Score: Raw -149043.779307 + Penalty 2348.044857 = -146695.734450
  nChanged 102
		SP:Iteration 3F (6273.040000 sec): 3 clusters
  Score: Raw -149172.289909 + Penalty 2348.044857 = -146824.245052
  nChanged 62
		SP:Iteration 4Q (6273.040000 sec): 3 clusters
  Score: Raw -149232.510612 + Penalty 2348.044857 = -146884.465755
  nChanged 44
		SP:Iteration 5Q (6273.050000 sec): 3 clusters
  Score: Raw -149272.141846 + Penalty 2348.044857 = -146924.096989
  nChanged 25
		SP:Iteration 6Q (6273.050000 sec): 3 clusters
  Score: Raw -149293.065412 + Penalty 2348.044857 = -146945.020555
  nChanged 16
		SP:Iteration 7Q (6273.050000 sec): 3 clusters
  Score: Raw -149303.770949 + Penalty 2348.044857 = -146955.726092
  nChanged 17
		SP:Iteration 8Q (6273.050000 sec): 3 clusters
  Score: Raw -149313.423927 + Penalty 2348.044857 = -146965.379070
  nChanged 10
		SP:Iteration 9Q (6273.060000 sec): 3 clusters
  Score: Raw -149318.197258 + Penalty 2348.044857 = -146970.152401
  nChanged 6
		SP:Iteration 10Q (6273.060000 sec): 3 clusters
  Score: Raw -149322.745795 + Penalty 2348.044857 = -146974.700938
  nChanged 5
		SP:Iteration 11Q (6273.070000 sec): 3 clusters
  Score: Raw -149326.381198 + Penalty 2348.044857 = -146978.336341
  nChanged 3
		SP:Iteration 12Q (6273.070000 sec): 3 clusters
  Score: Raw -149328.562387 + Penalty 2348.044857 = -146980.517530
  nChanged 3
		SP:Iteration 13Q (6273.070000 sec): 3 clusters
  Score: Raw -149329.968386 + Penalty 2348.044857 = -146981.923530
  nChanged 4
		SP:Iteration 14Q (6273.070000 sec): 3 clusters
  Score: Raw -149332.158974 + Penalty 2348.044857 = -146984.114117
  nChanged 4
		SP:Iteration 15Q (6273.080000 sec): 3 clusters
  Score: Raw -149334.764652 + Penalty 2348.044857 = -146986.719795
  nChanged 7
		SP:Iteration 16Q (6273.080000 sec): 3 clusters
  Score: Raw -149338.569235 + Penalty 2348.044857 = -146990.524378
  nChanged 6
		SP:Iteration 17Q (6273.080000 sec): 3 clusters
  Score: Raw -149343.952472 + Penalty 2348.044857 = -146995.907615
  nChanged 8
		SP:Iteration 18Q (6273.090000 sec): 3 clusters
  Score: Raw -149348.599840 + Penalty 2348.044857 = -147000.554983
  nChanged 6
		SP:Iteration 19Q (6273.090000 sec): 3 clusters
  Score: Raw -149351.997258 + Penalty 2348.044857 = -147003.952401
  nChanged 6
		SP:Iteration 20F (6273.090000 sec): 3 clusters
  Score: Raw -149355.504828 + Penalty 2348.044857 = -147007.459972
  nChanged 5
		SP:Iteration 21Q (6273.100000 sec): 3 clusters
  Score: Raw -149359.719232 + Penalty 2348.044857 = -147011.674375
  nChanged 6
		SP:Iteration 22Q (6273.100000 sec): 3 clusters
  Score: Raw -149363.073841 + Penalty 2348.044857 = -147015.028985
  nChanged 4
		SP:Iteration 23Q (6273.100000 sec): 3 clusters
  Score: Raw -149365.056081 + Penalty 2348.044857 = -147017.011224
  nChanged 3
		SP:Iteration 24Q (6273.110000 sec): 3 clusters
  Score: Raw -149367.210650 + Penalty 2348.044857 = -147019.165793
  nChanged 3
		SP:Iteration 25Q (6273.110000 sec): 3 clusters
  Score: Raw -149369.510259 + Penalty 2348.044857 = -147021.465402
  nChanged 5
		SP:Iteration 26Q (6273.110000 sec): 3 clusters
  Score: Raw -149372.218874 + Penalty 2348.044857 = -147024.174017
  nChanged 2
		SP:Iteration 27Q (6273.110000 sec): 3 clusters
  Score: Raw -149373.403026 + Penalty 2348.044857 = -147025.358169
  nChanged 0
		SP:Iteration 28F (6273.110000 sec): 3 clusters
  Score: Raw -149373.403026 + Penalty 2348.044857 = -147025.358169
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6273.210000 sec): 2 clusters
  Score: Raw -3326140.845230 + Penalty 1666.407147 = -3324474.438083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6273.280000 sec): 3 clusters
  Score: Raw -3308633.705110 + Penalty 3332.814295 = -3305300.890815
  nChanged 13090
		SP:Iteration 1F (6273.350000 sec): 3 clusters
  Score: Raw -3315809.602193 + Penalty 3332.814295 = -3312476.787898
  nChanged 1182
		SP:Iteration 2Q (6273.430000 sec): 3 clusters
  Score: Raw -3316148.611278 + Penalty 3332.814295 = -3312815.796983
  nChanged 1103
		SP:Iteration 3Q (6273.510000 sec): 3 clusters
  Score: Raw -3316477.839614 + Penalty 3332.814295 = -3313145.025320
  nChanged 1014
		SP:Iteration 4Q (6273.590000 sec): 3 clusters
  Score: Raw -3316780.846807 + Penalty 3332.814295 = -3313448.032513
  nChanged 957
		SP:Iteration 5Q (6273.660000 sec): 3 clusters
  Score: Raw -3317090.758140 + Penalty 3332.814295 = -3313757.943845
  nChanged 998
		SP:Iteration 6Q (6273.740000 sec): 3 clusters
  Score: Raw -3317466.238634 + Penalty 3332.814295 = -3314133.424340
  nChanged 1140
		SP:Iteration 7Q (6273.810000 sec): 3 clusters
  Score: Raw -3317995.570988 + Penalty 3332.814295 = -3314662.756694
  nChanged 1443
		SP:Iteration 8F (6273.890000 sec): 3 clusters
  Score: Raw -3318825.467787 + Penalty 3332.814295 = -3315492.653492
  nChanged 1735
		SP:Iteration 9F (6273.970000 sec): 3 clusters
  Score: Raw -3319990.168691 + Penalty 3332.814295 = -3316657.354397
  nChanged 2019
		SP:Iteration 10F (6274.040000 sec): 3 clusters
  Score: Raw -3321596.115237 + Penalty 3332.814295 = -3318263.300942
  nChanged 1996
		SP:Iteration 11F (6274.110000 sec): 3 clusters
  Score: Raw -3323338.036197 + Penalty 3332.814295 = -3320005.221903
  nChanged 1553
		SP:Iteration 12F (6274.190000 sec): 3 clusters
  Score: Raw -3324729.958149 + Penalty 3332.814295 = -3321397.143854
  nChanged 962
		SP:Iteration 13Q (6274.250000 sec): 3 clusters
  Score: Raw -3325575.508245 + Penalty 3332.814295 = -3322242.693950
  nChanged 450
		SP:Iteration 14Q (6274.320000 sec): 3 clusters
  Score: Raw -3325957.725297 + Penalty 3332.814295 = -3322624.911002
  nChanged 205
		SP:Iteration 15Q (6274.370000 sec): 3 clusters
  Score: Raw -3326147.421384 + Penalty 3332.814295 = -3322814.607089
  nChanged 112
		SP:Iteration 16Q (6274.430000 sec): 3 clusters
  Score: Raw -3326255.487950 + Penalty 3332.814295 = -3322922.673655
  nChanged 45
		SP:Iteration 17Q (6274.480000 sec): 3 clusters
  Score: Raw -3326307.801555 + Penalty 3332.814295 = -3322974.987260
  nChanged 21
		SP:Iteration 18Q (6274.530000 sec): 3 clusters
  Score: Raw -3326333.806424 + Penalty 3332.814295 = -3323000.992129
  nChanged 14
		SP:Iteration 19Q (6274.590000 sec): 3 clusters
  Score: Raw -3326350.340126 + Penalty 3332.814295 = -3323017.525832
  nChanged 9
		SP:Iteration 20F (6274.660000 sec): 3 clusters
  Score: Raw -3326362.770191 + Penalty 3332.814295 = -3323029.955897
  nChanged 5
		SP:Iteration 21Q (6274.710000 sec): 3 clusters
  Score: Raw -3326368.055230 + Penalty 3332.814295 = -3323035.240935
  nChanged 0
		SP:Iteration 22F (6274.790000 sec): 3 clusters
  Score: Raw -3326368.055230 + Penalty 3332.814295 = -3323035.240935
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6274.820000 sec): 2 clusters
  Score: Raw -919684.885849 + Penalty 1467.630530 = -918217.255319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6274.840000 sec): 3 clusters
  Score: Raw -915040.923290 + Penalty 2935.261060 = -912105.662230
  nChanged 3585
		SP:Iteration 1F (6274.860000 sec): 3 clusters
  Score: Raw -917071.590845 + Penalty 2935.261060 = -914136.329784
  nChanged 621
		SP:Iteration 2F (6274.890000 sec): 3 clusters
  Score: Raw -917427.809722 + Penalty 2935.261060 = -914492.548661
  nChanged 558
		SP:Iteration 3F (6274.910000 sec): 3 clusters
  Score: Raw -917795.625626 + Penalty 2935.261060 = -914860.364565
  nChanged 539
		SP:Iteration 4F (6274.930000 sec): 3 clusters
  Score: Raw -918169.859751 + Penalty 2935.261060 = -915234.598690
  nChanged 516
		SP:Iteration 5F (6274.950000 sec): 3 clusters
  Score: Raw -918524.485340 + Penalty 2935.261060 = -915589.224279
  nChanged 443
		SP:Iteration 6F (6274.970000 sec): 3 clusters
  Score: Raw -918815.767709 + Penalty 2935.261060 = -915880.506649
  nChanged 385
		SP:Iteration 7Q (6274.990000 sec): 3 clusters
  Score: Raw -919065.185252 + Penalty 2935.261060 = -916129.924191
  nChanged 340
		SP:Iteration 8Q (6275.010000 sec): 3 clusters
  Score: Raw -919274.619130 + Penalty 2935.261060 = -916339.358069
  nChanged 275
		SP:Iteration 9Q (6275.030000 sec): 3 clusters
  Score: Raw -919420.519961 + Penalty 2935.261060 = -916485.258901
  nChanged 211
		SP:Iteration 10Q (6275.050000 sec): 3 clusters
  Score: Raw -919532.662417 + Penalty 2935.261060 = -916597.401357
  nChanged 172
		SP:Iteration 11Q (6275.070000 sec): 3 clusters
  Score: Raw -919617.984769 + Penalty 2935.261060 = -916682.723709
  nChanged 132
		SP:Iteration 12Q (6275.090000 sec): 3 clusters
  Score: Raw -919684.831990 + Penalty 2935.261060 = -916749.570929
  nChanged 122
		SP:Iteration 13Q (6275.120000 sec): 3 clusters
  Score: Raw -919750.037012 + Penalty 2935.261060 = -916814.775951
  nChanged 97
		SP:Iteration 14Q (6275.140000 sec): 3 clusters
  Score: Raw -919803.668905 + Penalty 2935.261060 = -916868.407845
  nChanged 79
		SP:Iteration 15Q (6275.160000 sec): 3 clusters
  Score: Raw -919844.104256 + Penalty 2935.261060 = -916908.843195
  nChanged 66
		SP:Iteration 16Q (6275.180000 sec): 3 clusters
  Score: Raw -919879.557218 + Penalty 2935.261060 = -916944.296158
  nChanged 56
		SP:Iteration 17Q (6275.200000 sec): 3 clusters
  Score: Raw -919912.424986 + Penalty 2935.261060 = -916977.163926
  nChanged 47
		SP:Iteration 18Q (6275.220000 sec): 3 clusters
  Score: Raw -919933.186714 + Penalty 2935.261060 = -916997.925654
  nChanged 32
		SP:Iteration 19Q (6275.240000 sec): 3 clusters
  Score: Raw -919947.799823 + Penalty 2935.261060 = -917012.538763
  nChanged 36
		SP:Iteration 20F (6275.260000 sec): 3 clusters
  Score: Raw -919963.073801 + Penalty 2935.261060 = -917027.812740
  nChanged 24
		SP:Iteration 21Q (6275.280000 sec): 3 clusters
  Score: Raw -919973.376297 + Penalty 2935.261060 = -917038.115237
  nChanged 25
		SP:Iteration 22Q (6275.300000 sec): 3 clusters
  Score: Raw -919985.404210 + Penalty 2935.261060 = -917050.143150
  nChanged 26
		SP:Iteration 23Q (6275.320000 sec): 3 clusters
  Score: Raw -919996.271553 + Penalty 2935.261060 = -917061.010493
  nChanged 22
		SP:Iteration 24Q (6275.340000 sec): 3 clusters
  Score: Raw -920005.465969 + Penalty 2935.261060 = -917070.204909
  nChanged 14
		SP:Iteration 25Q (6275.360000 sec): 3 clusters
  Score: Raw -920012.636608 + Penalty 2935.261060 = -917077.375548
  nChanged 19
		SP:Iteration 26Q (6275.380000 sec): 3 clusters
  Score: Raw -920021.527321 + Penalty 2935.261060 = -917086.266261
  nChanged 12
		SP:Iteration 27Q (6275.400000 sec): 3 clusters
  Score: Raw -920027.269560 + Penalty 2935.261060 = -917092.008499
  nChanged 19
		SP:Iteration 28Q (6275.420000 sec): 3 clusters
  Score: Raw -920037.486574 + Penalty 2935.261060 = -917102.225513
  nChanged 16
		SP:Iteration 29Q (6275.430000 sec): 3 clusters
  Score: Raw -920044.588803 + Penalty 2935.261060 = -917109.327742
  nChanged 9
		SP:Iteration 30Q (6275.450000 sec): 3 clusters
  Score: Raw -920047.650010 + Penalty 2935.261060 = -917112.388949
  nChanged 7
		SP:Iteration 31Q (6275.470000 sec): 3 clusters
  Score: Raw -920049.241969 + Penalty 2935.261060 = -917113.980908
  nChanged 1
		SP:Iteration 32Q (6275.490000 sec): 3 clusters
  Score: Raw -920049.514579 + Penalty 2935.261060 = -917114.253519
  nChanged 2
		SP:Iteration 33Q (6275.510000 sec): 3 clusters
  Score: Raw -920050.151493 + Penalty 2935.261060 = -917114.890432
  nChanged 3
		SP:Iteration 34Q (6275.530000 sec): 3 clusters
  Score: Raw -920050.909328 + Penalty 2935.261060 = -917115.648268
  nChanged 4
		SP:Iteration 35Q (6275.550000 sec): 3 clusters
  Score: Raw -920051.627714 + Penalty 2935.261060 = -917116.366653
  nChanged 3
		SP:Iteration 36Q (6275.570000 sec): 3 clusters
  Score: Raw -920053.385614 + Penalty 2935.261060 = -917118.124553
  nChanged 5
		SP:Iteration 37Q (6275.590000 sec): 3 clusters
  Score: Raw -920056.168387 + Penalty 2935.261060 = -917120.907326
  nChanged 8
		SP:Iteration 38Q (6275.610000 sec): 3 clusters
  Score: Raw -920058.893908 + Penalty 2935.261060 = -917123.632848
  nChanged 6
		SP:Iteration 39Q (6275.630000 sec): 3 clusters
  Score: Raw -920060.491797 + Penalty 2935.261060 = -917125.230737
  nChanged 3
		SP:Iteration 40F (6275.650000 sec): 3 clusters
  Score: Raw -920061.738314 + Penalty 2935.261060 = -917126.477254
  nChanged 3
		SP:Iteration 41Q (6275.670000 sec): 3 clusters
  Score: Raw -920062.569567 + Penalty 2935.261060 = -917127.308507
  nChanged 2
		SP:Iteration 42Q (6275.690000 sec): 3 clusters
  Score: Raw -920063.091421 + Penalty 2935.261060 = -917127.830361
  nChanged 2
		SP:Iteration 43Q (6275.710000 sec): 3 clusters
  Score: Raw -920064.601043 + Penalty 2935.261060 = -917129.339983
  nChanged 3
		SP:Iteration 44Q (6275.720000 sec): 3 clusters
  Score: Raw -920065.547649 + Penalty 2935.261060 = -917130.286588
  nChanged 3
		SP:Iteration 45Q (6275.740000 sec): 3 clusters
  Score: Raw -920066.234446 + Penalty 2935.261060 = -917130.973386
  nChanged 1
		SP:Iteration 46Q (6275.760000 sec): 3 clusters
  Score: Raw -920066.629508 + Penalty 2935.261060 = -917131.368448
  nChanged 3
		SP:Iteration 47Q (6275.780000 sec): 3 clusters
  Score: Raw -920067.595751 + Penalty 2935.261060 = -917132.334690
  nChanged 1
		SP:Iteration 48Q (6275.800000 sec): 3 clusters
  Score: Raw -920067.912280 + Penalty 2935.261060 = -917132.651220
  nChanged 0
		SP:Iteration 49F (6275.820000 sec): 3 clusters
  Score: Raw -920067.912280 + Penalty 2935.261060 = -917132.651220
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6275.830000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6275.830000 sec): 3 clusters
  Score: Raw -34494.212346 + Penalty 1875.718365 = -32618.493981
  nChanged 71
		SP:Iteration 1F (6275.830000 sec): 3 clusters
  Score: Raw -34642.446531 + Penalty 1875.718365 = -32766.728166
  nChanged 17
		SP:Iteration 2F (6275.830000 sec): 3 clusters
  Score: Raw -34676.935104 + Penalty 1875.718365 = -32801.216739
  nChanged 12
		SP:Iteration 3Q (6275.830000 sec): 3 clusters
  Score: Raw -34721.336614 + Penalty 1875.718365 = -32845.618249
  nChanged 8
		SP:Iteration 4Q (6275.830000 sec): 3 clusters
  Score: Raw -34740.165099 + Penalty 1875.718365 = -32864.446734
  nChanged 8
		SP:Iteration 5Q (6275.830000 sec): 3 clusters
  Score: Raw -34758.625131 + Penalty 1875.718365 = -32882.906766
  nChanged 7
		SP:Iteration 6Q (6275.830000 sec): 3 clusters
  Score: Raw -34771.893770 + Penalty 1875.718365 = -32896.175405
  nChanged 4
		SP:Iteration 7Q (6275.830000 sec): 3 clusters
  Score: Raw -34780.419164 + Penalty 1875.718365 = -32904.700799
  nChanged 3
		SP:Iteration 8Q (6275.830000 sec): 3 clusters
  Score: Raw -34784.141124 + Penalty 1875.718365 = -32908.422759
  nChanged 0
		SP:Iteration 9F (6275.840000 sec): 3 clusters
  Score: Raw -34784.141124 + Penalty 1875.718365 = -32908.422759
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6275.850000 sec): 2 clusters
  Score: Raw -191448.646630 + Penalty 1219.194959 = -190229.451671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6275.850000 sec): 3 clusters
  Score: Raw -190718.901276 + Penalty 2438.389918 = -188280.511358
  nChanged 625
		SP:Iteration 1F (6275.850000 sec): 3 clusters
  Score: Raw -191200.051236 + Penalty 2438.389918 = -188761.661317
  nChanged 146
		SP:Iteration 2F (6275.860000 sec): 3 clusters
  Score: Raw -191337.265617 + Penalty 2438.389918 = -188898.875698
  nChanged 88
		SP:Iteration 3Q (6275.870000 sec): 3 clusters
  Score: Raw -191412.258230 + Penalty 2438.389918 = -188973.868311
  nChanged 66
		SP:Iteration 4Q (6275.870000 sec): 3 clusters
  Score: Raw -191484.936033 + Penalty 2438.389918 = -189046.546114
  nChanged 66
		SP:Iteration 5Q (6275.870000 sec): 3 clusters
  Score: Raw -191550.930159 + Penalty 2438.389918 = -189112.540240
  nChanged 44
		SP:Iteration 6Q (6275.880000 sec): 3 clusters
  Score: Raw -191590.317426 + Penalty 2438.389918 = -189151.927508
  nChanged 35
		SP:Iteration 7Q (6275.880000 sec): 3 clusters
  Score: Raw -191610.760637 + Penalty 2438.389918 = -189172.370719
  nChanged 21
		SP:Iteration 8Q (6275.890000 sec): 3 clusters
  Score: Raw -191625.848233 + Penalty 2438.389918 = -189187.458314
  nChanged 26
		SP:Iteration 9Q (6275.890000 sec): 3 clusters
  Score: Raw -191645.580475 + Penalty 2438.389918 = -189207.190556
  nChanged 23
		SP:Iteration 10Q (6275.890000 sec): 3 clusters
  Score: Raw -191661.710789 + Penalty 2438.389918 = -189223.320870
  nChanged 16
		SP:Iteration 11Q (6275.900000 sec): 3 clusters
  Score: Raw -191670.936025 + Penalty 2438.389918 = -189232.546106
  nChanged 8
		SP:Iteration 12Q (6275.900000 sec): 3 clusters
  Score: Raw -191674.636497 + Penalty 2438.389918 = -189236.246578
  nChanged 6
		SP:Iteration 13Q (6275.910000 sec): 3 clusters
  Score: Raw -191677.180805 + Penalty 2438.389918 = -189238.790887
  nChanged 5
		SP:Iteration 14Q (6275.910000 sec): 3 clusters
  Score: Raw -191680.422554 + Penalty 2438.389918 = -189242.032635
  nChanged 9
		SP:Iteration 15Q (6275.920000 sec): 3 clusters
  Score: Raw -191683.476249 + Penalty 2438.389918 = -189245.086330
  nChanged 6
		SP:Iteration 16Q (6275.920000 sec): 3 clusters
  Score: Raw -191685.166446 + Penalty 2438.389918 = -189246.776528
  nChanged 1
		SP:Iteration 17Q (6275.930000 sec): 3 clusters
  Score: Raw -191686.014217 + Penalty 2438.389918 = -189247.624298
  nChanged 2
		SP:Iteration 18Q (6275.930000 sec): 3 clusters
  Score: Raw -191687.235968 + Penalty 2438.389918 = -189248.846049
  nChanged 3
		SP:Iteration 19Q (6275.930000 sec): 3 clusters
  Score: Raw -191687.900384 + Penalty 2438.389918 = -189249.510465
  nChanged 0
		SP:Iteration 20F (6275.940000 sec): 3 clusters
  Score: Raw -191687.900384 + Penalty 2438.389918 = -189249.510465
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6275.950000 sec): 2 clusters
  Score: Raw -488972.655236 + Penalty 1361.525838 = -487611.129398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6275.970000 sec): 3 clusters
  Score: Raw -486720.344581 + Penalty 2723.051676 = -483997.292905
  nChanged 1724
		SP:Iteration 1F (6275.980000 sec): 3 clusters
  Score: Raw -487647.853527 + Penalty 2723.051676 = -484924.801851
  nChanged 345
		SP:Iteration 2F (6275.990000 sec): 3 clusters
  Score: Raw -487861.933861 + Penalty 2723.051676 = -485138.882185
  nChanged 227
		SP:Iteration 3F (6276.000000 sec): 3 clusters
  Score: Raw -487989.532352 + Penalty 2723.051676 = -485266.480676
  nChanged 197
		SP:Iteration 4Q (6276.010000 sec): 3 clusters
  Score: Raw -488112.038681 + Penalty 2723.051676 = -485388.987005
  nChanged 163
		SP:Iteration 5Q (6276.020000 sec): 3 clusters
  Score: Raw -488206.155083 + Penalty 2723.051676 = -485483.103407
  nChanged 178
		SP:Iteration 6Q (6276.030000 sec): 3 clusters
  Score: Raw -488308.899959 + Penalty 2723.051676 = -485585.848283
  nChanged 178
		SP:Iteration 7Q (6276.040000 sec): 3 clusters
  Score: Raw -488422.101545 + Penalty 2723.051676 = -485699.049869
  nChanged 183
		SP:Iteration 8Q (6276.050000 sec): 3 clusters
  Score: Raw -488534.777063 + Penalty 2723.051676 = -485811.725387
  nChanged 147
		SP:Iteration 9Q (6276.070000 sec): 3 clusters
  Score: Raw -488626.709407 + Penalty 2723.051676 = -485903.657731
  nChanged 136
		SP:Iteration 10Q (6276.080000 sec): 3 clusters
  Score: Raw -488724.554402 + Penalty 2723.051676 = -486001.502726
  nChanged 124
		SP:Iteration 11Q (6276.090000 sec): 3 clusters
  Score: Raw -488811.389250 + Penalty 2723.051676 = -486088.337574
  nChanged 126
		SP:Iteration 12Q (6276.100000 sec): 3 clusters
  Score: Raw -488908.913294 + Penalty 2723.051676 = -486185.861618
  nChanged 117
		SP:Iteration 13Q (6276.110000 sec): 3 clusters
  Score: Raw -488999.469575 + Penalty 2723.051676 = -486276.417899
  nChanged 100
		SP:Iteration 14Q (6276.120000 sec): 3 clusters
  Score: Raw -489077.925833 + Penalty 2723.051676 = -486354.874157
  nChanged 69
		SP:Iteration 15Q (6276.130000 sec): 3 clusters
  Score: Raw -489134.153224 + Penalty 2723.051676 = -486411.101548
  nChanged 47
		SP:Iteration 16Q (6276.140000 sec): 3 clusters
  Score: Raw -489167.241314 + Penalty 2723.051676 = -486444.189638
  nChanged 34
		SP:Iteration 17Q (6276.150000 sec): 3 clusters
  Score: Raw -489191.694130 + Penalty 2723.051676 = -486468.642454
  nChanged 36
		SP:Iteration 18Q (6276.160000 sec): 3 clusters
  Score: Raw -489217.611519 + Penalty 2723.051676 = -486494.559843
  nChanged 20
		SP:Iteration 19Q (6276.170000 sec): 3 clusters
  Score: Raw -489232.004430 + Penalty 2723.051676 = -486508.952754
  nChanged 11
		SP:Iteration 20F (6276.180000 sec): 3 clusters
  Score: Raw -489239.129118 + Penalty 2723.051676 = -486516.077442
  nChanged 10
		SP:Iteration 21Q (6276.190000 sec): 3 clusters
  Score: Raw -489245.151854 + Penalty 2723.051676 = -486522.100178
  nChanged 8
		SP:Iteration 22Q (6276.200000 sec): 3 clusters
  Score: Raw -489248.679718 + Penalty 2723.051676 = -486525.628042
  nChanged 5
		SP:Iteration 23Q (6276.210000 sec): 3 clusters
  Score: Raw -489250.884489 + Penalty 2723.051676 = -486527.832813
  nChanged 2
		SP:Iteration 24Q (6276.220000 sec): 3 clusters
  Score: Raw -489251.973584 + Penalty 2723.051676 = -486528.921908
  nChanged 2
		SP:Iteration 25Q (6276.230000 sec): 3 clusters
  Score: Raw -489253.312614 + Penalty 2723.051676 = -486530.260938
  nChanged 2
		SP:Iteration 26Q (6276.240000 sec): 3 clusters
  Score: Raw -489254.713443 + Penalty 2723.051676 = -486531.661767
  nChanged 1
		SP:Iteration 27Q (6276.250000 sec): 3 clusters
  Score: Raw -489255.470526 + Penalty 2723.051676 = -486532.418850
  nChanged 2
		SP:Iteration 28Q (6276.260000 sec): 3 clusters
  Score: Raw -489256.845101 + Penalty 2723.051676 = -486533.793425
  nChanged 1
		SP:Iteration 29Q (6276.270000 sec): 3 clusters
  Score: Raw -489257.352082 + Penalty 2723.051676 = -486534.300406
  nChanged 1
		SP:Iteration 30Q (6276.280000 sec): 3 clusters
  Score: Raw -489258.325134 + Penalty 2723.051676 = -486535.273458
  nChanged 1
		SP:Iteration 31Q (6276.290000 sec): 3 clusters
  Score: Raw -489259.829152 + Penalty 2723.051676 = -486536.777476
  nChanged 1
		SP:Iteration 32Q (6276.290000 sec): 3 clusters
  Score: Raw -489260.335964 + Penalty 2723.051676 = -486537.284288
  nChanged 1
		SP:Iteration 33Q (6276.310000 sec): 3 clusters
  Score: Raw -489260.924532 + Penalty 2723.051676 = -486537.872856
  nChanged 1
		SP:Iteration 34Q (6276.310000 sec): 3 clusters
  Score: Raw -489261.202897 + Penalty 2723.051676 = -486538.151221
  nChanged 0
		SP:Iteration 35F (6276.330000 sec): 3 clusters
  Score: Raw -489261.202897 + Penalty 2723.051676 = -486538.151221
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6276.340000 sec): 2 clusters
  Score: Raw -263483.045952 + Penalty 1264.976901 = -262218.069051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6276.350000 sec): 3 clusters
  Score: Raw -262414.175680 + Penalty 2529.953802 = -259884.221879
  nChanged 867
		SP:Iteration 1F (6276.350000 sec): 3 clusters
  Score: Raw -262930.899008 + Penalty 2529.953802 = -260400.945206
  nChanged 182
		SP:Iteration 2F (6276.360000 sec): 3 clusters
  Score: Raw -263062.964233 + Penalty 2529.953802 = -260533.010431
  nChanged 114
		SP:Iteration 3Q (6276.360000 sec): 3 clusters
  Score: Raw -263140.401911 + Penalty 2529.953802 = -260610.448109
  nChanged 96
		SP:Iteration 4Q (6276.370000 sec): 3 clusters
  Score: Raw -263208.532773 + Penalty 2529.953802 = -260678.578972
  nChanged 84
		SP:Iteration 5Q (6276.370000 sec): 3 clusters
  Score: Raw -263269.289828 + Penalty 2529.953802 = -260739.336026
  nChanged 82
		SP:Iteration 6Q (6276.380000 sec): 3 clusters
  Score: Raw -263328.526222 + Penalty 2529.953802 = -260798.572420
  nChanged 79
		SP:Iteration 7Q (6276.390000 sec): 3 clusters
  Score: Raw -263399.696817 + Penalty 2529.953802 = -260869.743016
  nChanged 90
		SP:Iteration 8Q (6276.390000 sec): 3 clusters
  Score: Raw -263497.889611 + Penalty 2529.953802 = -260967.935809
  nChanged 99
		SP:Iteration 9Q (6276.400000 sec): 3 clusters
  Score: Raw -263600.228949 + Penalty 2529.953802 = -261070.275148
  nChanged 92
		SP:Iteration 10Q (6276.410000 sec): 3 clusters
  Score: Raw -263677.629052 + Penalty 2529.953802 = -261147.675250
  nChanged 80
		SP:Iteration 11Q (6276.410000 sec): 3 clusters
  Score: Raw -263755.334188 + Penalty 2529.953802 = -261225.380387
  nChanged 87
		SP:Iteration 12Q (6276.420000 sec): 3 clusters
  Score: Raw -263842.050829 + Penalty 2529.953802 = -261312.097028
  nChanged 84
		SP:Iteration 13Q (6276.420000 sec): 3 clusters
  Score: Raw -263919.484318 + Penalty 2529.953802 = -261389.530516
  nChanged 73
		SP:Iteration 14Q (6276.430000 sec): 3 clusters
  Score: Raw -263987.072056 + Penalty 2529.953802 = -261457.118254
  nChanged 52
		SP:Iteration 15Q (6276.430000 sec): 3 clusters
  Score: Raw -264040.907300 + Penalty 2529.953802 = -261510.953498
  nChanged 37
		SP:Iteration 16Q (6276.440000 sec): 3 clusters
  Score: Raw -264075.301402 + Penalty 2529.953802 = -261545.347600
  nChanged 28
		SP:Iteration 17Q (6276.450000 sec): 3 clusters
  Score: Raw -264106.441776 + Penalty 2529.953802 = -261576.487974
  nChanged 29
		SP:Iteration 18Q (6276.450000 sec): 3 clusters
  Score: Raw -264133.992142 + Penalty 2529.953802 = -261604.038341
  nChanged 23
		SP:Iteration 19Q (6276.450000 sec): 3 clusters
  Score: Raw -264151.969036 + Penalty 2529.953802 = -261622.015234
  nChanged 19
		SP:Iteration 20F (6276.460000 sec): 3 clusters
  Score: Raw -264166.316401 + Penalty 2529.953802 = -261636.362599
  nChanged 14
		SP:Iteration 21Q (6276.470000 sec): 3 clusters
  Score: Raw -264180.849129 + Penalty 2529.953802 = -261650.895328
  nChanged 15
		SP:Iteration 22Q (6276.470000 sec): 3 clusters
  Score: Raw -264194.290913 + Penalty 2529.953802 = -261664.337111
  nChanged 9
		SP:Iteration 23Q (6276.480000 sec): 3 clusters
  Score: Raw -264202.717209 + Penalty 2529.953802 = -261672.763408
  nChanged 9
		SP:Iteration 24Q (6276.480000 sec): 3 clusters
  Score: Raw -264215.636594 + Penalty 2529.953802 = -261685.682792
  nChanged 11
		SP:Iteration 25Q (6276.490000 sec): 3 clusters
  Score: Raw -264228.008047 + Penalty 2529.953802 = -261698.054245
  nChanged 13
		SP:Iteration 26Q (6276.490000 sec): 3 clusters
  Score: Raw -264243.960579 + Penalty 2529.953802 = -261714.006777
  nChanged 13
		SP:Iteration 27Q (6276.500000 sec): 3 clusters
  Score: Raw -264254.334159 + Penalty 2529.953802 = -261724.380357
  nChanged 10
		SP:Iteration 28Q (6276.510000 sec): 3 clusters
  Score: Raw -264262.391279 + Penalty 2529.953802 = -261732.437478
  nChanged 6
		SP:Iteration 29Q (6276.510000 sec): 3 clusters
  Score: Raw -264270.885055 + Penalty 2529.953802 = -261740.931254
  nChanged 6
		SP:Iteration 30Q (6276.510000 sec): 3 clusters
  Score: Raw -264274.743489 + Penalty 2529.953802 = -261744.789688
  nChanged 3
		SP:Iteration 31Q (6276.520000 sec): 3 clusters
  Score: Raw -264278.406706 + Penalty 2529.953802 = -261748.452905
  nChanged 3
		SP:Iteration 32Q (6276.530000 sec): 3 clusters
  Score: Raw -264280.950411 + Penalty 2529.953802 = -261750.996610
  nChanged 0
		SP:Iteration 33F (6276.530000 sec): 3 clusters
  Score: Raw -264280.950411 + Penalty 2529.953802 = -261750.996610
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (8074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6276.560000 sec): 2 clusters
  Score: Raw -896344.603791 + Penalty 1461.915699 = -894882.688092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6276.580000 sec): 3 clusters
  Score: Raw -891871.979660 + Penalty 2923.831398 = -888948.148262
  nChanged 3433
		SP:Iteration 1F (6276.600000 sec): 3 clusters
  Score: Raw -893703.973795 + Penalty 2923.831398 = -890780.142397
  nChanged 575
		SP:Iteration 2F (6276.620000 sec): 3 clusters
  Score: Raw -894039.538101 + Penalty 2923.831398 = -891115.706703
  nChanged 540
		SP:Iteration 3F (6276.640000 sec): 3 clusters
  Score: Raw -894385.110965 + Penalty 2923.831398 = -891461.279567
  nChanged 548
		SP:Iteration 4F (6276.660000 sec): 3 clusters
  Score: Raw -894780.573652 + Penalty 2923.831398 = -891856.742254
  nChanged 534
		SP:Iteration 5F (6276.680000 sec): 3 clusters
  Score: Raw -895206.083425 + Penalty 2923.831398 = -892282.252027
  nChanged 509
		SP:Iteration 6F (6276.700000 sec): 3 clusters
  Score: Raw -895617.807861 + Penalty 2923.831398 = -892693.976463
  nChanged 441
		SP:Iteration 7F (6276.720000 sec): 3 clusters
  Score: Raw -895934.578515 + Penalty 2923.831398 = -893010.747117
  nChanged 318
		SP:Iteration 8Q (6276.740000 sec): 3 clusters
  Score: Raw -896156.407708 + Penalty 2923.831398 = -893232.576310
  nChanged 269
		SP:Iteration 9Q (6276.760000 sec): 3 clusters
  Score: Raw -896343.895577 + Penalty 2923.831398 = -893420.064179
  nChanged 188
		SP:Iteration 10Q (6276.780000 sec): 3 clusters
  Score: Raw -896449.165354 + Penalty 2923.831398 = -893525.333956
  nChanged 129
		SP:Iteration 11Q (6276.800000 sec): 3 clusters
  Score: Raw -896522.536361 + Penalty 2923.831398 = -893598.704963
  nChanged 108
		SP:Iteration 12Q (6276.820000 sec): 3 clusters
  Score: Raw -896584.072141 + Penalty 2923.831398 = -893660.240743
  nChanged 98
		SP:Iteration 13Q (6276.840000 sec): 3 clusters
  Score: Raw -896637.847678 + Penalty 2923.831398 = -893714.016280
  nChanged 61
		SP:Iteration 14Q (6276.860000 sec): 3 clusters
  Score: Raw -896670.175116 + Penalty 2923.831398 = -893746.343718
  nChanged 43
		SP:Iteration 15Q (6276.880000 sec): 3 clusters
  Score: Raw -896696.751514 + Penalty 2923.831398 = -893772.920116
  nChanged 44
		SP:Iteration 16Q (6276.900000 sec): 3 clusters
  Score: Raw -896728.082776 + Penalty 2923.831398 = -893804.251378
  nChanged 36
		SP:Iteration 17Q (6276.920000 sec): 3 clusters
  Score: Raw -896751.609050 + Penalty 2923.831398 = -893827.777652
  nChanged 27
		SP:Iteration 18Q (6276.940000 sec): 3 clusters
  Score: Raw -896769.309465 + Penalty 2923.831398 = -893845.478067
  nChanged 27
		SP:Iteration 19Q (6276.950000 sec): 3 clusters
  Score: Raw -896781.255118 + Penalty 2923.831398 = -893857.423720
  nChanged 18
		SP:Iteration 20F (6276.970000 sec): 3 clusters
  Score: Raw -896791.340812 + Penalty 2923.831398 = -893867.509414
  nChanged 17
		SP:Iteration 21Q (6276.990000 sec): 3 clusters
  Score: Raw -896801.332561 + Penalty 2923.831398 = -893877.501163
  nChanged 18
		SP:Iteration 22Q (6277.010000 sec): 3 clusters
  Score: Raw -896811.551444 + Penalty 2923.831398 = -893887.720046
  nChanged 14
		SP:Iteration 23Q (6277.030000 sec): 3 clusters
  Score: Raw -896818.665766 + Penalty 2923.831398 = -893894.834369
  nChanged 8
		SP:Iteration 24Q (6277.050000 sec): 3 clusters
  Score: Raw -896822.238704 + Penalty 2923.831398 = -893898.407306
  nChanged 6
		SP:Iteration 25Q (6277.070000 sec): 3 clusters
  Score: Raw -896823.804248 + Penalty 2923.831398 = -893899.972850
  nChanged 3
		SP:Iteration 26Q (6277.080000 sec): 3 clusters
  Score: Raw -896824.839570 + Penalty 2923.831398 = -893901.008172
  nChanged 2
		SP:Iteration 27Q (6277.100000 sec): 3 clusters
  Score: Raw -896825.363129 + Penalty 2923.831398 = -893901.531731
  nChanged 1
		SP:Iteration 28Q (6277.120000 sec): 3 clusters
  Score: Raw -896825.763790 + Penalty 2923.831398 = -893901.932392
  nChanged 0
		SP:Iteration 29F (6277.140000 sec): 3 clusters
  Score: Raw -896825.763790 + Penalty 2923.831398 = -893901.932392
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6277.240000 sec): 2 clusters
  Score: Raw -3749640.813966 + Penalty 1684.898192 = -3747955.915774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6277.330000 sec): 3 clusters
  Score: Raw -3729787.377607 + Penalty 3369.796385 = -3726417.581222
  nChanged 14722
		SP:Iteration 1F (6277.410000 sec): 3 clusters
  Score: Raw -3738136.289551 + Penalty 3369.796385 = -3734766.493167
  nChanged 1561
		SP:Iteration 2Q (6277.500000 sec): 3 clusters
  Score: Raw -3738741.872967 + Penalty 3369.796385 = -3735372.076582
  nChanged 1656
		SP:Iteration 3F (6277.590000 sec): 3 clusters
  Score: Raw -3739463.846954 + Penalty 3369.796385 = -3736094.050570
  nChanged 1697
		SP:Iteration 4F (6277.670000 sec): 3 clusters
  Score: Raw -3740313.596758 + Penalty 3369.796385 = -3736943.800373
  nChanged 1902
		SP:Iteration 5F (6277.750000 sec): 3 clusters
  Score: Raw -3741435.803923 + Penalty 3369.796385 = -3738066.007539
  nChanged 1930
		SP:Iteration 6F (6277.840000 sec): 3 clusters
  Score: Raw -3742804.664022 + Penalty 3369.796385 = -3739434.867637
  nChanged 1956
		SP:Iteration 7F (6277.920000 sec): 3 clusters
  Score: Raw -3744271.112984 + Penalty 3369.796385 = -3740901.316599
  nChanged 1740
		SP:Iteration 8F (6278.010000 sec): 3 clusters
  Score: Raw -3745633.908533 + Penalty 3369.796385 = -3742264.112149
  nChanged 1366
		SP:Iteration 9Q (6278.090000 sec): 3 clusters
  Score: Raw -3746574.694993 + Penalty 3369.796385 = -3743204.898609
  nChanged 1004
		SP:Iteration 10Q (6278.170000 sec): 3 clusters
  Score: Raw -3747093.890298 + Penalty 3369.796385 = -3743724.093913
  nChanged 636
		SP:Iteration 11Q (6278.250000 sec): 3 clusters
  Score: Raw -3747325.975735 + Penalty 3369.796385 = -3743956.179351
  nChanged 428
		SP:Iteration 12Q (6278.330000 sec): 3 clusters
  Score: Raw -3747476.333119 + Penalty 3369.796385 = -3744106.536735
  nChanged 379
		SP:Iteration 13Q (6278.400000 sec): 3 clusters
  Score: Raw -3747603.471031 + Penalty 3369.796385 = -3744233.674647
  nChanged 376
		SP:Iteration 14Q (6278.480000 sec): 3 clusters
  Score: Raw -3747727.246576 + Penalty 3369.796385 = -3744357.450192
  nChanged 355
		SP:Iteration 15Q (6278.550000 sec): 3 clusters
  Score: Raw -3747846.670193 + Penalty 3369.796385 = -3744476.873808
  nChanged 367
		SP:Iteration 16Q (6278.630000 sec): 3 clusters
  Score: Raw -3747971.632246 + Penalty 3369.796385 = -3744601.835862
  nChanged 345
		SP:Iteration 17Q (6278.700000 sec): 3 clusters
  Score: Raw -3748090.151985 + Penalty 3369.796385 = -3744720.355601
  nChanged 329
		SP:Iteration 18Q (6278.770000 sec): 3 clusters
  Score: Raw -3748196.678022 + Penalty 3369.796385 = -3744826.881637
  nChanged 313
		SP:Iteration 19Q (6278.850000 sec): 3 clusters
  Score: Raw -3748301.179915 + Penalty 3369.796385 = -3744931.383531
  nChanged 315
		SP:Iteration 20F (6278.930000 sec): 3 clusters
  Score: Raw -3748413.421040 + Penalty 3369.796385 = -3745043.624656
  nChanged 333
		SP:Iteration 21Q (6279.000000 sec): 3 clusters
  Score: Raw -3748537.758679 + Penalty 3369.796385 = -3745167.962295
  nChanged 309
		SP:Iteration 22Q (6279.070000 sec): 3 clusters
  Score: Raw -3748655.221510 + Penalty 3369.796385 = -3745285.425126
  nChanged 309
		SP:Iteration 23Q (6279.140000 sec): 3 clusters
  Score: Raw -3748774.139177 + Penalty 3369.796385 = -3745404.342792
  nChanged 283
		SP:Iteration 24Q (6279.210000 sec): 3 clusters
  Score: Raw -3748882.401535 + Penalty 3369.796385 = -3745512.605150
  nChanged 277
		SP:Iteration 25Q (6279.280000 sec): 3 clusters
  Score: Raw -3748992.969894 + Penalty 3369.796385 = -3745623.173509
  nChanged 263
		SP:Iteration 26Q (6279.350000 sec): 3 clusters
  Score: Raw -3749096.084343 + Penalty 3369.796385 = -3745726.287958
  nChanged 230
		SP:Iteration 27Q (6279.410000 sec): 3 clusters
  Score: Raw -3749184.249451 + Penalty 3369.796385 = -3745814.453066
  nChanged 202
		SP:Iteration 28Q (6279.480000 sec): 3 clusters
  Score: Raw -3749260.214064 + Penalty 3369.796385 = -3745890.417679
  nChanged 195
		SP:Iteration 29Q (6279.550000 sec): 3 clusters
  Score: Raw -3749332.916009 + Penalty 3369.796385 = -3745963.119625
  nChanged 166
		SP:Iteration 30Q (6279.610000 sec): 3 clusters
  Score: Raw -3749396.305678 + Penalty 3369.796385 = -3746026.509294
  nChanged 144
		SP:Iteration 31Q (6279.670000 sec): 3 clusters
  Score: Raw -3749444.390938 + Penalty 3369.796385 = -3746074.594553
  nChanged 132
		SP:Iteration 32Q (6279.740000 sec): 3 clusters
  Score: Raw -3749490.346812 + Penalty 3369.796385 = -3746120.550428
  nChanged 123
		SP:Iteration 33Q (6279.800000 sec): 3 clusters
  Score: Raw -3749534.699942 + Penalty 3369.796385 = -3746164.903557
  nChanged 109
		SP:Iteration 34Q (6279.870000 sec): 3 clusters
  Score: Raw -3749572.938793 + Penalty 3369.796385 = -3746203.142409
  nChanged 95
		SP:Iteration 35Q (6279.930000 sec): 3 clusters
  Score: Raw -3749609.396391 + Penalty 3369.796385 = -3746239.600006
  nChanged 98
		SP:Iteration 36Q (6279.990000 sec): 3 clusters
  Score: Raw -3749645.835636 + Penalty 3369.796385 = -3746276.039251
  nChanged 81
		SP:Iteration 37Q (6280.050000 sec): 3 clusters
  Score: Raw -3749675.797235 + Penalty 3369.796385 = -3746306.000851
  nChanged 69
		SP:Iteration 38Q (6280.120000 sec): 3 clusters
  Score: Raw -3749701.598166 + Penalty 3369.796385 = -3746331.801781
  nChanged 67
		SP:Iteration 39Q (6280.180000 sec): 3 clusters
  Score: Raw -3749728.045257 + Penalty 3369.796385 = -3746358.248873
  nChanged 47
		SP:Iteration 40F (6280.260000 sec): 3 clusters
  Score: Raw -3749747.050975 + Penalty 3369.796385 = -3746377.254590
  nChanged 40
		SP:Iteration 41Q (6280.320000 sec): 3 clusters
  Score: Raw -3749760.724376 + Penalty 3369.796385 = -3746390.927991
  nChanged 33
		SP:Iteration 42Q (6280.380000 sec): 3 clusters
  Score: Raw -3749772.471242 + Penalty 3369.796385 = -3746402.674858
  nChanged 40
		SP:Iteration 43Q (6280.450000 sec): 3 clusters
  Score: Raw -3749787.391220 + Penalty 3369.796385 = -3746417.594836
  nChanged 32
		SP:Iteration 44Q (6280.510000 sec): 3 clusters
  Score: Raw -3749801.234127 + Penalty 3369.796385 = -3746431.437743
  nChanged 35
		SP:Iteration 45Q (6280.570000 sec): 3 clusters
  Score: Raw -3749813.790946 + Penalty 3369.796385 = -3746443.994561
  nChanged 35
		SP:Iteration 46Q (6280.630000 sec): 3 clusters
  Score: Raw -3749827.477130 + Penalty 3369.796385 = -3746457.680745
  nChanged 33
		SP:Iteration 47Q (6280.690000 sec): 3 clusters
  Score: Raw -3749841.412868 + Penalty 3369.796385 = -3746471.616483
  nChanged 33
		SP:Iteration 48Q (6280.750000 sec): 3 clusters
  Score: Raw -3749856.087758 + Penalty 3369.796385 = -3746486.291373
  nChanged 20
		SP:Iteration 49Q (6280.810000 sec): 3 clusters
  Score: Raw -3749863.860862 + Penalty 3369.796385 = -3746494.064477
  nChanged 20
		SP:Iteration 50Q (6280.870000 sec): 3 clusters
  Score: Raw -3749873.628472 + Penalty 3369.796385 = -3746503.832088
  nChanged 20
		SP:Iteration 51Q (6280.920000 sec): 3 clusters
  Score: Raw -3749881.741346 + Penalty 3369.796385 = -3746511.944961
  nChanged 21
		SP:Iteration 52Q (6280.980000 sec): 3 clusters
  Score: Raw -3749891.687191 + Penalty 3369.796385 = -3746521.890807
  nChanged 18
		SP:Iteration 53Q (6281.040000 sec): 3 clusters
  Score: Raw -3749898.685325 + Penalty 3369.796385 = -3746528.888940
  nChanged 11
		SP:Iteration 54Q (6281.100000 sec): 3 clusters
  Score: Raw -3749902.536275 + Penalty 3369.796385 = -3746532.739891
  nChanged 11
		SP:Iteration 55Q (6281.160000 sec): 3 clusters
  Score: Raw -3749905.581763 + Penalty 3369.796385 = -3746535.785378
  nChanged 14
		SP:Iteration 56Q (6281.220000 sec): 3 clusters
  Score: Raw -3749911.699137 + Penalty 3369.796385 = -3746541.902752
  nChanged 13
		SP:Iteration 57Q (6281.280000 sec): 3 clusters
  Score: Raw -3749916.250074 + Penalty 3369.796385 = -3746546.453690
  nChanged 11
		SP:Iteration 58Q (6281.340000 sec): 3 clusters
  Score: Raw -3749919.844848 + Penalty 3369.796385 = -3746550.048463
  nChanged 7
		SP:Iteration 59Q (6281.400000 sec): 3 clusters
  Score: Raw -3749921.490807 + Penalty 3369.796385 = -3746551.694422
  nChanged 2
		SP:Iteration 60F (6281.480000 sec): 3 clusters
  Score: Raw -3749922.540712 + Penalty 3369.796385 = -3746552.744328
  nChanged 4
		SP:Iteration 61Q (6281.540000 sec): 3 clusters
  Score: Raw -3749923.673475 + Penalty 3369.796385 = -3746553.877090
  nChanged 2
		SP:Iteration 62Q (6281.600000 sec): 3 clusters
  Score: Raw -3749924.263126 + Penalty 3369.796385 = -3746554.466742
  nChanged 1
		SP:Iteration 63Q (6281.660000 sec): 3 clusters
  Score: Raw -3749924.425219 + Penalty 3369.796385 = -3746554.628834
  nChanged 0
		SP:Iteration 64F (6281.740000 sec): 3 clusters
  Score: Raw -3749924.425219 + Penalty 3369.796385 = -3746554.628834
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6281.770000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6281.770000 sec): 3 clusters
  Score: Raw -28336.575933 + Penalty 1810.950060 = -26525.625873
  nChanged 43
		SP:Iteration 1F (6281.770000 sec): 3 clusters
  Score: Raw -28432.353264 + Penalty 1810.950060 = -26621.403204
  nChanged 10
		SP:Iteration 2Q (6281.770000 sec): 3 clusters
  Score: Raw -28462.246614 + Penalty 1810.950060 = -26651.296553
  nChanged 6
		SP:Iteration 3Q (6281.770000 sec): 3 clusters
  Score: Raw -28482.717959 + Penalty 1810.950060 = -26671.767899
  nChanged 3
		SP:Iteration 4Q (6281.770000 sec): 3 clusters
  Score: Raw -28490.459489 + Penalty 1810.950060 = -26679.509428
  nChanged 3
		SP:Iteration 5Q (6281.770000 sec): 3 clusters
  Score: Raw -28498.956604 + Penalty 1810.950060 = -26688.006543
  nChanged 2
		SP:Iteration 6Q (6281.770000 sec): 3 clusters
  Score: Raw -28500.979064 + Penalty 1810.950060 = -26690.029004
  nChanged 0
		SP:Iteration 7F (6281.770000 sec): 3 clusters
  Score: Raw -28500.979064 + Penalty 1810.950060 = -26690.029004
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6281.780000 sec): 2 clusters
  Score: Raw -287831.154092 + Penalty 1274.434115 = -286556.719977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6281.790000 sec): 3 clusters
  Score: Raw -286679.465680 + Penalty 2548.868229 = -284130.597451
  nChanged 899
		SP:Iteration 1F (6281.790000 sec): 3 clusters
  Score: Raw -287207.630667 + Penalty 2548.868229 = -284658.762438
  nChanged 208
		SP:Iteration 2F (6281.800000 sec): 3 clusters
  Score: Raw -287350.498276 + Penalty 2548.868229 = -284801.630047
  nChanged 152
		SP:Iteration 3F (6281.810000 sec): 3 clusters
  Score: Raw -287471.332875 + Penalty 2548.868229 = -284922.464646
  nChanged 120
		SP:Iteration 4Q (6281.810000 sec): 3 clusters
  Score: Raw -287560.147423 + Penalty 2548.868229 = -285011.279194
  nChanged 99
		SP:Iteration 5Q (6281.820000 sec): 3 clusters
  Score: Raw -287637.976203 + Penalty 2548.868229 = -285089.107973
  nChanged 85
		SP:Iteration 6Q (6281.830000 sec): 3 clusters
  Score: Raw -287692.519691 + Penalty 2548.868229 = -285143.651461
  nChanged 76
		SP:Iteration 7Q (6281.830000 sec): 3 clusters
  Score: Raw -287741.357842 + Penalty 2548.868229 = -285192.489613
  nChanged 54
		SP:Iteration 8Q (6281.840000 sec): 3 clusters
  Score: Raw -287773.366918 + Penalty 2548.868229 = -285224.498689
  nChanged 52
		SP:Iteration 9Q (6281.850000 sec): 3 clusters
  Score: Raw -287805.396171 + Penalty 2548.868229 = -285256.527941
  nChanged 44
		SP:Iteration 10Q (6281.850000 sec): 3 clusters
  Score: Raw -287838.598571 + Penalty 2548.868229 = -285289.730341
  nChanged 57
		SP:Iteration 11Q (6281.860000 sec): 3 clusters
  Score: Raw -287882.009597 + Penalty 2548.868229 = -285333.141368
  nChanged 68
		SP:Iteration 12Q (6281.870000 sec): 3 clusters
  Score: Raw -287956.438925 + Penalty 2548.868229 = -285407.570696
  nChanged 71
		SP:Iteration 13Q (6281.870000 sec): 3 clusters
  Score: Raw -288038.829241 + Penalty 2548.868229 = -285489.961011
  nChanged 72
		SP:Iteration 14Q (6281.880000 sec): 3 clusters
  Score: Raw -288103.348030 + Penalty 2548.868229 = -285554.479800
  nChanged 47
		SP:Iteration 15Q (6281.880000 sec): 3 clusters
  Score: Raw -288138.113539 + Penalty 2548.868229 = -285589.245309
  nChanged 50
		SP:Iteration 16Q (6281.890000 sec): 3 clusters
  Score: Raw -288172.550116 + Penalty 2548.868229 = -285623.681886
  nChanged 35
		SP:Iteration 17Q (6281.890000 sec): 3 clusters
  Score: Raw -288192.433416 + Penalty 2548.868229 = -285643.565187
  nChanged 26
		SP:Iteration 18Q (6281.900000 sec): 3 clusters
  Score: Raw -288208.746943 + Penalty 2548.868229 = -285659.878713
  nChanged 18
		SP:Iteration 19Q (6281.910000 sec): 3 clusters
  Score: Raw -288219.015976 + Penalty 2548.868229 = -285670.147746
  nChanged 15
		SP:Iteration 20F (6281.910000 sec): 3 clusters
  Score: Raw -288225.906775 + Penalty 2548.868229 = -285677.038546
  nChanged 12
		SP:Iteration 21Q (6281.920000 sec): 3 clusters
  Score: Raw -288232.463269 + Penalty 2548.868229 = -285683.595040
  nChanged 15
		SP:Iteration 22Q (6281.930000 sec): 3 clusters
  Score: Raw -288241.576057 + Penalty 2548.868229 = -285692.707828
  nChanged 11
		SP:Iteration 23Q (6281.930000 sec): 3 clusters
  Score: Raw -288247.291264 + Penalty 2548.868229 = -285698.423034
  nChanged 10
		SP:Iteration 24Q (6281.940000 sec): 3 clusters
  Score: Raw -288255.301064 + Penalty 2548.868229 = -285706.432834
  nChanged 15
		SP:Iteration 25Q (6281.940000 sec): 3 clusters
  Score: Raw -288264.255252 + Penalty 2548.868229 = -285715.387023
  nChanged 13
		SP:Iteration 26Q (6281.950000 sec): 3 clusters
  Score: Raw -288271.247555 + Penalty 2548.868229 = -285722.379326
  nChanged 11
		SP:Iteration 27Q (6281.950000 sec): 3 clusters
  Score: Raw -288277.399239 + Penalty 2548.868229 = -285728.531010
  nChanged 12
		SP:Iteration 28Q (6281.960000 sec): 3 clusters
  Score: Raw -288285.433728 + Penalty 2548.868229 = -285736.565498
  nChanged 9
		SP:Iteration 29Q (6281.970000 sec): 3 clusters
  Score: Raw -288291.708374 + Penalty 2548.868229 = -285742.840144
  nChanged 17
		SP:Iteration 30Q (6281.970000 sec): 3 clusters
  Score: Raw -288301.420391 + Penalty 2548.868229 = -285752.552162
  nChanged 12
		SP:Iteration 31Q (6281.980000 sec): 3 clusters
  Score: Raw -288308.479888 + Penalty 2548.868229 = -285759.611658
  nChanged 11
		SP:Iteration 32Q (6281.980000 sec): 3 clusters
  Score: Raw -288315.238540 + Penalty 2548.868229 = -285766.370311
  nChanged 9
		SP:Iteration 33Q (6281.990000 sec): 3 clusters
  Score: Raw -288319.581558 + Penalty 2548.868229 = -285770.713329
  nChanged 4
		SP:Iteration 34Q (6281.990000 sec): 3 clusters
  Score: Raw -288321.982063 + Penalty 2548.868229 = -285773.113833
  nChanged 2
		SP:Iteration 35Q (6282.000000 sec): 3 clusters
  Score: Raw -288322.581661 + Penalty 2548.868229 = -285773.713431
  nChanged 0
		SP:Iteration 36F (6282.010000 sec): 3 clusters
  Score: Raw -288322.581661 + Penalty 2548.868229 = -285773.713431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6282.010000 sec): 2 clusters
  Score: Raw -20746.235033 + Penalty 872.728680 = -19873.506354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6282.010000 sec): 3 clusters
  Score: Raw -20808.264275 + Penalty 1745.457359 = -19062.806916
  nChanged 27
		SP:Iteration 1F (6282.010000 sec): 3 clusters
  Score: Raw -20889.661817 + Penalty 1745.457359 = -19144.204458
  nChanged 11
		SP:Iteration 2F (6282.010000 sec): 3 clusters
  Score: Raw -20921.729264 + Penalty 1745.457359 = -19176.271904
  nChanged 2
		SP:Iteration 3Q (6282.010000 sec): 3 clusters
  Score: Raw -20928.182362 + Penalty 1745.457359 = -19182.725003
  nChanged 3
		SP:Iteration 4Q (6282.020000 sec): 3 clusters
  Score: Raw -20980.959940 + Penalty 1745.457359 = -19235.502581
  nChanged 2
		SP:Iteration 5Q (6282.020000 sec): 3 clusters
  Score: Raw -20986.499988 + Penalty 1745.457359 = -19241.042629
  nChanged 2
		SP:Iteration 6Q (6282.020000 sec): 3 clusters
  Score: Raw -21004.395360 + Penalty 1745.457359 = -19258.938001
  nChanged 2
		SP:Iteration 7Q (6282.020000 sec): 3 clusters
  Score: Raw -21021.320376 + Penalty 1745.457359 = -19275.863017
  nChanged 1
		SP:Iteration 8Q (6282.020000 sec): 3 clusters
  Score: Raw -21022.301724 + Penalty 1745.457359 = -19276.844365
  nChanged 1
		SP:Iteration 9Q (6282.020000 sec): 3 clusters
  Score: Raw -21023.631692 + Penalty 1745.457359 = -19278.174333
  nChanged 1
		SP:Iteration 10Q (6282.020000 sec): 3 clusters
  Score: Raw -21026.349463 + Penalty 1745.457359 = -19280.892104
  nChanged 1
		SP:Iteration 11Q (6282.020000 sec): 3 clusters
  Score: Raw -21027.991564 + Penalty 1745.457359 = -19282.534205
  nChanged 0
		SP:Iteration 12F (6282.020000 sec): 3 clusters
  Score: Raw -21027.991564 + Penalty 1745.457359 = -19282.534205
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (16084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6282.070000 sec): 2 clusters
  Score: Raw -1752140.501440 + Penalty 1573.906794 = -1750566.594647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6282.110000 sec): 3 clusters
  Score: Raw -1742637.226691 + Penalty 3147.813587 = -1739489.413104
  nChanged 7208
		SP:Iteration 1F (6282.160000 sec): 3 clusters
  Score: Raw -1746708.278033 + Penalty 3147.813587 = -1743560.464446
  nChanged 1018
		SP:Iteration 2F (6282.200000 sec): 3 clusters
  Score: Raw -1747200.337491 + Penalty 3147.813587 = -1744052.523904
  nChanged 918
		SP:Iteration 3F (6282.240000 sec): 3 clusters
  Score: Raw -1747653.010975 + Penalty 3147.813587 = -1744505.197388
  nChanged 832
		SP:Iteration 4F (6282.280000 sec): 3 clusters
  Score: Raw -1748045.704494 + Penalty 3147.813587 = -1744897.890907
  nChanged 791
		SP:Iteration 5Q (6282.330000 sec): 3 clusters
  Score: Raw -1748430.317213 + Penalty 3147.813587 = -1745282.503626
  nChanged 734
		SP:Iteration 6Q (6282.370000 sec): 3 clusters
  Score: Raw -1748778.597207 + Penalty 3147.813587 = -1745630.783620
  nChanged 663
		SP:Iteration 7Q (6282.410000 sec): 3 clusters
  Score: Raw -1749093.557499 + Penalty 3147.813587 = -1745945.743912
  nChanged 613
		SP:Iteration 8Q (6282.450000 sec): 3 clusters
  Score: Raw -1749416.754468 + Penalty 3147.813587 = -1746268.940881
  nChanged 612
		SP:Iteration 9Q (6282.490000 sec): 3 clusters
  Score: Raw -1749777.997838 + Penalty 3147.813587 = -1746630.184251
  nChanged 587
		SP:Iteration 10Q (6282.540000 sec): 3 clusters
  Score: Raw -1750199.401811 + Penalty 3147.813587 = -1747051.588224
  nChanged 552
		SP:Iteration 11Q (6282.580000 sec): 3 clusters
  Score: Raw -1750645.374648 + Penalty 3147.813587 = -1747497.561061
  nChanged 475
		SP:Iteration 12Q (6282.620000 sec): 3 clusters
  Score: Raw -1750989.123645 + Penalty 3147.813587 = -1747841.310057
  nChanged 402
		SP:Iteration 13Q (6282.660000 sec): 3 clusters
  Score: Raw -1751223.502994 + Penalty 3147.813587 = -1748075.689407
  nChanged 321
		SP:Iteration 14Q (6282.700000 sec): 3 clusters
  Score: Raw -1751388.058451 + Penalty 3147.813587 = -1748240.244864
  nChanged 253
		SP:Iteration 15Q (6282.740000 sec): 3 clusters
  Score: Raw -1751499.149406 + Penalty 3147.813587 = -1748351.335819
  nChanged 221
		SP:Iteration 16Q (6282.770000 sec): 3 clusters
  Score: Raw -1751582.437566 + Penalty 3147.813587 = -1748434.623979
  nChanged 189
		SP:Iteration 17Q (6282.810000 sec): 3 clusters
  Score: Raw -1751654.483706 + Penalty 3147.813587 = -1748506.670119
  nChanged 169
		SP:Iteration 18Q (6282.850000 sec): 3 clusters
  Score: Raw -1751718.026340 + Penalty 3147.813587 = -1748570.212753
  nChanged 175
		SP:Iteration 19Q (6282.890000 sec): 3 clusters
  Score: Raw -1751791.972598 + Penalty 3147.813587 = -1748644.159010
  nChanged 156
		SP:Iteration 20F (6282.930000 sec): 3 clusters
  Score: Raw -1751849.119061 + Penalty 3147.813587 = -1748701.305474
  nChanged 141
		SP:Iteration 21Q (6282.970000 sec): 3 clusters
  Score: Raw -1751896.819907 + Penalty 3147.813587 = -1748749.006320
  nChanged 129
		SP:Iteration 22Q (6283.000000 sec): 3 clusters
  Score: Raw -1751943.714450 + Penalty 3147.813587 = -1748795.900863
  nChanged 123
		SP:Iteration 23Q (6283.040000 sec): 3 clusters
  Score: Raw -1751977.863042 + Penalty 3147.813587 = -1748830.049455
  nChanged 104
		SP:Iteration 24Q (6283.070000 sec): 3 clusters
  Score: Raw -1752005.004069 + Penalty 3147.813587 = -1748857.190482
  nChanged 99
		SP:Iteration 25Q (6283.110000 sec): 3 clusters
  Score: Raw -1752033.127773 + Penalty 3147.813587 = -1748885.314186
  nChanged 93
		SP:Iteration 26Q (6283.150000 sec): 3 clusters
  Score: Raw -1752055.708735 + Penalty 3147.813587 = -1748907.895148
  nChanged 79
		SP:Iteration 27Q (6283.180000 sec): 3 clusters
  Score: Raw -1752074.818927 + Penalty 3147.813587 = -1748927.005340
  nChanged 66
		SP:Iteration 28Q (6283.210000 sec): 3 clusters
  Score: Raw -1752089.891581 + Penalty 3147.813587 = -1748942.077993
  nChanged 73
		SP:Iteration 29Q (6283.250000 sec): 3 clusters
  Score: Raw -1752107.417330 + Penalty 3147.813587 = -1748959.603743
  nChanged 63
		SP:Iteration 30Q (6283.290000 sec): 3 clusters
  Score: Raw -1752122.840640 + Penalty 3147.813587 = -1748975.027053
  nChanged 51
		SP:Iteration 31Q (6283.320000 sec): 3 clusters
  Score: Raw -1752133.119707 + Penalty 3147.813587 = -1748985.306119
  nChanged 40
		SP:Iteration 32Q (6283.350000 sec): 3 clusters
  Score: Raw -1752140.643707 + Penalty 3147.813587 = -1748992.830119
  nChanged 43
		SP:Iteration 33Q (6283.390000 sec): 3 clusters
  Score: Raw -1752149.098217 + Penalty 3147.813587 = -1749001.284630
  nChanged 40
		SP:Iteration 34Q (6283.430000 sec): 3 clusters
  Score: Raw -1752156.736281 + Penalty 3147.813587 = -1749008.922694
  nChanged 38
		SP:Iteration 35Q (6283.460000 sec): 3 clusters
  Score: Raw -1752163.902530 + Penalty 3147.813587 = -1749016.088943
  nChanged 29
		SP:Iteration 36Q (6283.490000 sec): 3 clusters
  Score: Raw -1752167.813876 + Penalty 3147.813587 = -1749020.000289
  nChanged 23
		SP:Iteration 37Q (6283.530000 sec): 3 clusters
  Score: Raw -1752170.555634 + Penalty 3147.813587 = -1749022.742047
  nChanged 16
		SP:Iteration 38Q (6283.570000 sec): 3 clusters
  Score: Raw -1752172.358507 + Penalty 3147.813587 = -1749024.544919
  nChanged 19
		SP:Iteration 39Q (6283.600000 sec): 3 clusters
  Score: Raw -1752175.263782 + Penalty 3147.813587 = -1749027.450195
  nChanged 28
		SP:Iteration 40F (6283.640000 sec): 3 clusters
  Score: Raw -1752179.761482 + Penalty 3147.813587 = -1749031.947895
  nChanged 29
		SP:Iteration 41Q (6283.680000 sec): 3 clusters
  Score: Raw -1752184.306631 + Penalty 3147.813587 = -1749036.493044
  nChanged 22
		SP:Iteration 42Q (6283.710000 sec): 3 clusters
  Score: Raw -1752187.767638 + Penalty 3147.813587 = -1749039.954051
  nChanged 23
		SP:Iteration 43Q (6283.750000 sec): 3 clusters
  Score: Raw -1752191.039818 + Penalty 3147.813587 = -1749043.226231
  nChanged 21
		SP:Iteration 44Q (6283.780000 sec): 3 clusters
  Score: Raw -1752193.739966 + Penalty 3147.813587 = -1749045.926379
  nChanged 15
		SP:Iteration 45Q (6283.810000 sec): 3 clusters
  Score: Raw -1752195.614264 + Penalty 3147.813587 = -1749047.800677
  nChanged 14
		SP:Iteration 46Q (6283.850000 sec): 3 clusters
  Score: Raw -1752197.663727 + Penalty 3147.813587 = -1749049.850140
  nChanged 13
		SP:Iteration 47Q (6283.890000 sec): 3 clusters
  Score: Raw -1752199.056006 + Penalty 3147.813587 = -1749051.242419
  nChanged 13
		SP:Iteration 48Q (6283.920000 sec): 3 clusters
  Score: Raw -1752200.669503 + Penalty 3147.813587 = -1749052.855916
  nChanged 11
		SP:Iteration 49Q (6283.950000 sec): 3 clusters
  Score: Raw -1752201.947154 + Penalty 3147.813587 = -1749054.133567
  nChanged 10
		SP:Iteration 50Q (6283.990000 sec): 3 clusters
  Score: Raw -1752203.351704 + Penalty 3147.813587 = -1749055.538117
  nChanged 13
		SP:Iteration 51Q (6284.030000 sec): 3 clusters
  Score: Raw -1752205.132287 + Penalty 3147.813587 = -1749057.318700
  nChanged 14
		SP:Iteration 52Q (6284.060000 sec): 3 clusters
  Score: Raw -1752206.977385 + Penalty 3147.813587 = -1749059.163798
  nChanged 12
		SP:Iteration 53Q (6284.090000 sec): 3 clusters
  Score: Raw -1752208.543594 + Penalty 3147.813587 = -1749060.730006
  nChanged 13
		SP:Iteration 54Q (6284.130000 sec): 3 clusters
  Score: Raw -1752210.725593 + Penalty 3147.813587 = -1749062.912006
  nChanged 12
		SP:Iteration 55Q (6284.170000 sec): 3 clusters
  Score: Raw -1752212.486535 + Penalty 3147.813587 = -1749064.672947
  nChanged 7
		SP:Iteration 56Q (6284.200000 sec): 3 clusters
  Score: Raw -1752213.158517 + Penalty 3147.813587 = -1749065.344930
  nChanged 3
		SP:Iteration 57Q (6284.230000 sec): 3 clusters
  Score: Raw -1752213.432314 + Penalty 3147.813587 = -1749065.618727
  nChanged 2
		SP:Iteration 58Q (6284.270000 sec): 3 clusters
  Score: Raw -1752213.572218 + Penalty 3147.813587 = -1749065.758631
  nChanged 1
		SP:Iteration 59Q (6284.310000 sec): 3 clusters
  Score: Raw -1752213.638457 + Penalty 3147.813587 = -1749065.824870
  nChanged 1
		SP:Iteration 60F (6284.350000 sec): 3 clusters
  Score: Raw -1752213.734021 + Penalty 3147.813587 = -1749065.920434
  nChanged 1
		SP:Iteration 61Q (6284.380000 sec): 3 clusters
  Score: Raw -1752213.813876 + Penalty 3147.813587 = -1749066.000289
  nChanged 3
		SP:Iteration 62Q (6284.420000 sec): 3 clusters
  Score: Raw -1752214.441098 + Penalty 3147.813587 = -1749066.627511
  nChanged 6
		SP:Iteration 63Q (6284.450000 sec): 3 clusters
  Score: Raw -1752215.273654 + Penalty 3147.813587 = -1749067.460067
  nChanged 6
		SP:Iteration 64Q (6284.490000 sec): 3 clusters
  Score: Raw -1752216.006959 + Penalty 3147.813587 = -1749068.193372
  nChanged 3
		SP:Iteration 65Q (6284.520000 sec): 3 clusters
  Score: Raw -1752216.501952 + Penalty 3147.813587 = -1749068.688365
  nChanged 3
		SP:Iteration 66Q (6284.560000 sec): 3 clusters
  Score: Raw -1752217.021811 + Penalty 3147.813587 = -1749069.208224
  nChanged 4
		SP:Iteration 67Q (6284.590000 sec): 3 clusters
  Score: Raw -1752217.358454 + Penalty 3147.813587 = -1749069.544867
  nChanged 5
		SP:Iteration 68Q (6284.630000 sec): 3 clusters
  Score: Raw -1752217.820314 + Penalty 3147.813587 = -1749070.006727
  nChanged 4
		SP:Iteration 69Q (6284.660000 sec): 3 clusters
  Score: Raw -1752218.219390 + Penalty 3147.813587 = -1749070.405803
  nChanged 1
		SP:Iteration 70Q (6284.700000 sec): 3 clusters
  Score: Raw -1752218.357412 + Penalty 3147.813587 = -1749070.543825
  nChanged 5
		SP:Iteration 71Q (6284.730000 sec): 3 clusters
  Score: Raw -1752219.014749 + Penalty 3147.813587 = -1749071.201162
  nChanged 7
		SP:Iteration 72Q (6284.770000 sec): 3 clusters
  Score: Raw -1752219.864817 + Penalty 3147.813587 = -1749072.051230
  nChanged 7
		SP:Iteration 73Q (6284.800000 sec): 3 clusters
  Score: Raw -1752221.124349 + Penalty 3147.813587 = -1749073.310761
  nChanged 9
		SP:Iteration 74Q (6284.840000 sec): 3 clusters
  Score: Raw -1752222.563250 + Penalty 3147.813587 = -1749074.749663
  nChanged 10
		SP:Iteration 75Q (6284.870000 sec): 3 clusters
  Score: Raw -1752223.760663 + Penalty 3147.813587 = -1749075.947076
  nChanged 12
		SP:Iteration 76Q (6284.910000 sec): 3 clusters
  Score: Raw -1752225.541940 + Penalty 3147.813587 = -1749077.728353
  nChanged 13
		SP:Iteration 77Q (6284.940000 sec): 3 clusters
  Score: Raw -1752226.956783 + Penalty 3147.813587 = -1749079.143196
  nChanged 10
		SP:Iteration 78Q (6284.980000 sec): 3 clusters
  Score: Raw -1752228.912706 + Penalty 3147.813587 = -1749081.099119
  nChanged 12
		SP:Iteration 79Q (6285.010000 sec): 3 clusters
  Score: Raw -1752230.536409 + Penalty 3147.813587 = -1749082.722822
  nChanged 10
		SP:Iteration 80F (6285.050000 sec): 3 clusters
  Score: Raw -1752231.898347 + Penalty 3147.813587 = -1749084.084759
  nChanged 14
		SP:Iteration 81Q (6285.090000 sec): 3 clusters
  Score: Raw -1752233.649140 + Penalty 3147.813587 = -1749085.835553
  nChanged 12
		SP:Iteration 82Q (6285.120000 sec): 3 clusters
  Score: Raw -1752235.347406 + Penalty 3147.813587 = -1749087.533819
  nChanged 9
		SP:Iteration 83Q (6285.160000 sec): 3 clusters
  Score: Raw -1752236.426789 + Penalty 3147.813587 = -1749088.613202
  nChanged 8
		SP:Iteration 84Q (6285.190000 sec): 3 clusters
  Score: Raw -1752238.499326 + Penalty 3147.813587 = -1749090.685739
  nChanged 14
		SP:Iteration 85Q (6285.230000 sec): 3 clusters
  Score: Raw -1752240.560543 + Penalty 3147.813587 = -1749092.746956
  nChanged 12
		SP:Iteration 86Q (6285.260000 sec): 3 clusters
  Score: Raw -1752242.594963 + Penalty 3147.813587 = -1749094.781376
  nChanged 16
		SP:Iteration 87Q (6285.300000 sec): 3 clusters
  Score: Raw -1752245.711000 + Penalty 3147.813587 = -1749097.897413
  nChanged 15
		SP:Iteration 88Q (6285.330000 sec): 3 clusters
  Score: Raw -1752248.091162 + Penalty 3147.813587 = -1749100.277575
  nChanged 17
		SP:Iteration 89Q (6285.370000 sec): 3 clusters
  Score: Raw -1752250.152582 + Penalty 3147.813587 = -1749102.338995
  nChanged 6
		SP:Iteration 90Q (6285.410000 sec): 3 clusters
  Score: Raw -1752250.906543 + Penalty 3147.813587 = -1749103.092956
  nChanged 5
		SP:Iteration 91Q (6285.440000 sec): 3 clusters
  Score: Raw -1752251.564811 + Penalty 3147.813587 = -1749103.751224
  nChanged 2
		SP:Iteration 92Q (6285.480000 sec): 3 clusters
  Score: Raw -1752252.073868 + Penalty 3147.813587 = -1749104.260281
  nChanged 6
		SP:Iteration 93Q (6285.510000 sec): 3 clusters
  Score: Raw -1752252.883957 + Penalty 3147.813587 = -1749105.070370
  nChanged 3
		SP:Iteration 94Q (6285.550000 sec): 3 clusters
  Score: Raw -1752253.436198 + Penalty 3147.813587 = -1749105.622611
  nChanged 3
		SP:Iteration 95Q (6285.590000 sec): 3 clusters
  Score: Raw -1752253.642345 + Penalty 3147.813587 = -1749105.828758
  nChanged 2
		SP:Iteration 96Q (6285.620000 sec): 3 clusters
  Score: Raw -1752253.866475 + Penalty 3147.813587 = -1749106.052888
  nChanged 3
		SP:Iteration 97Q (6285.660000 sec): 3 clusters
  Score: Raw -1752254.305774 + Penalty 3147.813587 = -1749106.492187
  nChanged 2
		SP:Iteration 98Q (6285.690000 sec): 3 clusters
  Score: Raw -1752254.629751 + Penalty 3147.813587 = -1749106.816164
  nChanged 4
		SP:Iteration 99Q (6285.730000 sec): 3 clusters
  Score: Raw -1752255.061670 + Penalty 3147.813587 = -1749107.248083
  nChanged 3
		SP:Iteration 100F (6285.770000 sec): 3 clusters
  Score: Raw -1752255.682952 + Penalty 3147.813587 = -1749107.869365
  nChanged 8
		SP:Iteration 101Q (6285.800000 sec): 3 clusters
  Score: Raw -1752256.633334 + Penalty 3147.813587 = -1749108.819747
  nChanged 7
		SP:Iteration 102Q (6285.840000 sec): 3 clusters
  Score: Raw -1752257.381929 + Penalty 3147.813587 = -1749109.568342
  nChanged 7
		SP:Iteration 103Q (6285.870000 sec): 3 clusters
  Score: Raw -1752257.981915 + Penalty 3147.813587 = -1749110.168328
  nChanged 7
		SP:Iteration 104Q (6285.910000 sec): 3 clusters
  Score: Raw -1752258.773249 + Penalty 3147.813587 = -1749110.959662
  nChanged 6
		SP:Iteration 105Q (6285.940000 sec): 3 clusters
  Score: Raw -1752259.445150 + Penalty 3147.813587 = -1749111.631563
  nChanged 4
		SP:Iteration 106Q (6285.970000 sec): 3 clusters
  Score: Raw -1752259.936893 + Penalty 3147.813587 = -1749112.123306
  nChanged 6
		SP:Iteration 107Q (6286.010000 sec): 3 clusters
  Score: Raw -1752260.697344 + Penalty 3147.813587 = -1749112.883757
  nChanged 7
		SP:Iteration 108Q (6286.040000 sec): 3 clusters
  Score: Raw -1752261.735937 + Penalty 3147.813587 = -1749113.922349
  nChanged 5
		SP:Iteration 109Q (6286.070000 sec): 3 clusters
  Score: Raw -1752262.198059 + Penalty 3147.813587 = -1749114.384471
  nChanged 2
		SP:Iteration 110Q (6286.110000 sec): 3 clusters
  Score: Raw -1752262.347541 + Penalty 3147.813587 = -1749114.533954
  nChanged 0
		SP:Iteration 111F (6286.150000 sec): 3 clusters
  Score: Raw -1752262.347541 + Penalty 3147.813587 = -1749114.533954
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (5023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6286.170000 sec): 2 clusters
  Score: Raw -540330.031302 + Penalty 1384.789680 = -538945.241622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6286.190000 sec): 3 clusters
  Score: Raw -537730.755005 + Penalty 2769.579359 = -534961.175646
  nChanged 2050
		SP:Iteration 1F (6286.200000 sec): 3 clusters
  Score: Raw -539124.919328 + Penalty 2769.579359 = -536355.339969
  nChanged 451
		SP:Iteration 2F (6286.210000 sec): 3 clusters
  Score: Raw -539448.436874 + Penalty 2769.579359 = -536678.857515
  nChanged 344
		SP:Iteration 3F (6286.220000 sec): 3 clusters
  Score: Raw -539696.137557 + Penalty 2769.579359 = -536926.558198
  nChanged 286
		SP:Iteration 4F (6286.230000 sec): 3 clusters
  Score: Raw -539877.703328 + Penalty 2769.579359 = -537108.123969
  nChanged 254
		SP:Iteration 5F (6286.250000 sec): 3 clusters
  Score: Raw -540052.802794 + Penalty 2769.579359 = -537283.223435
  nChanged 221
		SP:Iteration 6Q (6286.260000 sec): 3 clusters
  Score: Raw -540235.835764 + Penalty 2769.579359 = -537466.256404
  nChanged 242
		SP:Iteration 7Q (6286.270000 sec): 3 clusters
  Score: Raw -540427.576018 + Penalty 2769.579359 = -537657.996659
  nChanged 229
		SP:Iteration 8Q (6286.290000 sec): 3 clusters
  Score: Raw -540604.559578 + Penalty 2769.579359 = -537834.980218
  nChanged 203
		SP:Iteration 9Q (6286.300000 sec): 3 clusters
  Score: Raw -540755.827034 + Penalty 2769.579359 = -537986.247675
  nChanged 160
		SP:Iteration 10Q (6286.310000 sec): 3 clusters
  Score: Raw -540861.516307 + Penalty 2769.579359 = -538091.936947
  nChanged 142
		SP:Iteration 11Q (6286.320000 sec): 3 clusters
  Score: Raw -540947.724212 + Penalty 2769.579359 = -538178.144852
  nChanged 107
		SP:Iteration 12Q (6286.330000 sec): 3 clusters
  Score: Raw -541010.543439 + Penalty 2769.579359 = -538240.964080
  nChanged 86
		SP:Iteration 13Q (6286.350000 sec): 3 clusters
  Score: Raw -541065.379008 + Penalty 2769.579359 = -538295.799649
  nChanged 86
		SP:Iteration 14Q (6286.360000 sec): 3 clusters
  Score: Raw -541115.811010 + Penalty 2769.579359 = -538346.231651
  nChanged 60
		SP:Iteration 15Q (6286.370000 sec): 3 clusters
  Score: Raw -541152.880308 + Penalty 2769.579359 = -538383.300949
  nChanged 58
		SP:Iteration 16Q (6286.380000 sec): 3 clusters
  Score: Raw -541184.571282 + Penalty 2769.579359 = -538414.991923
  nChanged 50
		SP:Iteration 17Q (6286.390000 sec): 3 clusters
  Score: Raw -541209.867231 + Penalty 2769.579359 = -538440.287872
  nChanged 41
		SP:Iteration 18Q (6286.410000 sec): 3 clusters
  Score: Raw -541231.518043 + Penalty 2769.579359 = -538461.938684
  nChanged 40
		SP:Iteration 19Q (6286.420000 sec): 3 clusters
  Score: Raw -541259.471349 + Penalty 2769.579359 = -538489.891990
  nChanged 36
		SP:Iteration 20F (6286.430000 sec): 3 clusters
  Score: Raw -541288.321085 + Penalty 2769.579359 = -538518.741725
  nChanged 39
		SP:Iteration 21Q (6286.440000 sec): 3 clusters
  Score: Raw -541317.732148 + Penalty 2769.579359 = -538548.152789
  nChanged 37
		SP:Iteration 22Q (6286.450000 sec): 3 clusters
  Score: Raw -541341.293689 + Penalty 2769.579359 = -538571.714329
  nChanged 25
		SP:Iteration 23Q (6286.460000 sec): 3 clusters
  Score: Raw -541355.611007 + Penalty 2769.579359 = -538586.031648
  nChanged 24
		SP:Iteration 24Q (6286.470000 sec): 3 clusters
  Score: Raw -541367.018588 + Penalty 2769.579359 = -538597.439229
  nChanged 18
		SP:Iteration 25Q (6286.490000 sec): 3 clusters
  Score: Raw -541374.803383 + Penalty 2769.579359 = -538605.224024
  nChanged 18
		SP:Iteration 26Q (6286.500000 sec): 3 clusters
  Score: Raw -541383.104135 + Penalty 2769.579359 = -538613.524776
  nChanged 16
		SP:Iteration 27Q (6286.510000 sec): 3 clusters
  Score: Raw -541390.100742 + Penalty 2769.579359 = -538620.521383
  nChanged 13
		SP:Iteration 28Q (6286.520000 sec): 3 clusters
  Score: Raw -541395.401303 + Penalty 2769.579359 = -538625.821943
  nChanged 14
		SP:Iteration 29Q (6286.530000 sec): 3 clusters
  Score: Raw -541402.350305 + Penalty 2769.579359 = -538632.770945
  nChanged 17
		SP:Iteration 30Q (6286.540000 sec): 3 clusters
  Score: Raw -541412.204672 + Penalty 2769.579359 = -538642.625313
  nChanged 18
		SP:Iteration 31Q (6286.550000 sec): 3 clusters
  Score: Raw -541427.777505 + Penalty 2769.579359 = -538658.198146
  nChanged 16
		SP:Iteration 32Q (6286.560000 sec): 3 clusters
  Score: Raw -541437.410932 + Penalty 2769.579359 = -538667.831573
  nChanged 15
		SP:Iteration 33Q (6286.570000 sec): 3 clusters
  Score: Raw -541443.496646 + Penalty 2769.579359 = -538673.917287
  nChanged 8
		SP:Iteration 34Q (6286.590000 sec): 3 clusters
  Score: Raw -541447.042314 + Penalty 2769.579359 = -538677.462954
  nChanged 9
		SP:Iteration 35Q (6286.600000 sec): 3 clusters
  Score: Raw -541451.531620 + Penalty 2769.579359 = -538681.952260
  nChanged 9
		SP:Iteration 36Q (6286.610000 sec): 3 clusters
  Score: Raw -541456.360439 + Penalty 2769.579359 = -538686.781080
  nChanged 11
		SP:Iteration 37Q (6286.620000 sec): 3 clusters
  Score: Raw -541463.357288 + Penalty 2769.579359 = -538693.777929
  nChanged 12
		SP:Iteration 38Q (6286.630000 sec): 3 clusters
  Score: Raw -541476.569635 + Penalty 2769.579359 = -538706.990275
  nChanged 27
		SP:Iteration 39Q (6286.640000 sec): 3 clusters
  Score: Raw -541512.106484 + Penalty 2769.579359 = -538742.527124
  nChanged 28
		SP:Iteration 40F (6286.650000 sec): 3 clusters
  Score: Raw -541568.885165 + Penalty 2769.579359 = -538799.305805
  nChanged 23
		SP:Iteration 41Q (6286.660000 sec): 3 clusters
  Score: Raw -541588.053097 + Penalty 2769.579359 = -538818.473738
  nChanged 11
		SP:Iteration 42Q (6286.670000 sec): 3 clusters
  Score: Raw -541592.763881 + Penalty 2769.579359 = -538823.184522
  nChanged 5
		SP:Iteration 43Q (6286.690000 sec): 3 clusters
  Score: Raw -541595.750117 + Penalty 2769.579359 = -538826.170758
  nChanged 7
		SP:Iteration 44Q (6286.690000 sec): 3 clusters
  Score: Raw -541600.858472 + Penalty 2769.579359 = -538831.279113
  nChanged 5
		SP:Iteration 45Q (6286.710000 sec): 3 clusters
  Score: Raw -541602.013701 + Penalty 2769.579359 = -538832.434342
  nChanged 5
		SP:Iteration 46Q (6286.710000 sec): 3 clusters
  Score: Raw -541603.776019 + Penalty 2769.579359 = -538834.196659
  nChanged 3
		SP:Iteration 47Q (6286.730000 sec): 3 clusters
  Score: Raw -541605.364998 + Penalty 2769.579359 = -538835.785639
  nChanged 1
		SP:Iteration 48Q (6286.740000 sec): 3 clusters
  Score: Raw -541605.959089 + Penalty 2769.579359 = -538836.379730
  nChanged 1
		SP:Iteration 49Q (6286.750000 sec): 3 clusters
  Score: Raw -541606.337995 + Penalty 2769.579359 = -538836.758635
  nChanged 1
		SP:Iteration 50Q (6286.760000 sec): 3 clusters
  Score: Raw -541606.594440 + Penalty 2769.579359 = -538837.015081
  nChanged 0
		SP:Iteration 51F (6286.770000 sec): 3 clusters
  Score: Raw -541606.594440 + Penalty 2769.579359 = -538837.015081
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (1121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6286.780000 sec): 2 clusters
  Score: Raw -122312.896028 + Penalty 1141.071169 = -121171.824859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6286.780000 sec): 3 clusters
  Score: Raw -121945.194281 + Penalty 2282.142337 = -119663.051943
  nChanged 354
		SP:Iteration 1F (6286.790000 sec): 3 clusters
  Score: Raw -122221.174455 + Penalty 2282.142337 = -119939.032118
  nChanged 82
		SP:Iteration 2F (6286.790000 sec): 3 clusters
  Score: Raw -122301.947555 + Penalty 2282.142337 = -120019.805217
  nChanged 46
		SP:Iteration 3Q (6286.790000 sec): 3 clusters
  Score: Raw -122355.931635 + Penalty 2282.142337 = -120073.789297
  nChanged 43
		SP:Iteration 4Q (6286.790000 sec): 3 clusters
  Score: Raw -122413.717768 + Penalty 2282.142337 = -120131.575430
  nChanged 35
		SP:Iteration 5Q (6286.800000 sec): 3 clusters
  Score: Raw -122454.669615 + Penalty 2282.142337 = -120172.527277
  nChanged 31
		SP:Iteration 6Q (6286.800000 sec): 3 clusters
  Score: Raw -122489.218570 + Penalty 2282.142337 = -120207.076232
  nChanged 29
		SP:Iteration 7Q (6286.800000 sec): 3 clusters
  Score: Raw -122517.047427 + Penalty 2282.142337 = -120234.905089
  nChanged 31
		SP:Iteration 8Q (6286.810000 sec): 3 clusters
  Score: Raw -122550.445270 + Penalty 2282.142337 = -120268.302933
  nChanged 35
		SP:Iteration 9Q (6286.810000 sec): 3 clusters
  Score: Raw -122597.709723 + Penalty 2282.142337 = -120315.567385
  nChanged 28
		SP:Iteration 10Q (6286.810000 sec): 3 clusters
  Score: Raw -122626.998446 + Penalty 2282.142337 = -120344.856109
  nChanged 16
		SP:Iteration 11Q (6286.810000 sec): 3 clusters
  Score: Raw -122644.897416 + Penalty 2282.142337 = -120362.755078
  nChanged 15
		SP:Iteration 12Q (6286.810000 sec): 3 clusters
  Score: Raw -122658.730353 + Penalty 2282.142337 = -120376.588015
  nChanged 12
		SP:Iteration 13Q (6286.820000 sec): 3 clusters
  Score: Raw -122676.412379 + Penalty 2282.142337 = -120394.270042
  nChanged 14
		SP:Iteration 14Q (6286.820000 sec): 3 clusters
  Score: Raw -122687.466541 + Penalty 2282.142337 = -120405.324203
  nChanged 9
		SP:Iteration 15Q (6286.820000 sec): 3 clusters
  Score: Raw -122696.389683 + Penalty 2282.142337 = -120414.247346
  nChanged 9
		SP:Iteration 16Q (6286.830000 sec): 3 clusters
  Score: Raw -122706.138884 + Penalty 2282.142337 = -120423.996546
  nChanged 8
		SP:Iteration 17Q (6286.830000 sec): 3 clusters
  Score: Raw -122715.702676 + Penalty 2282.142337 = -120433.560339
  nChanged 12
		SP:Iteration 18Q (6286.830000 sec): 3 clusters
  Score: Raw -122726.949676 + Penalty 2282.142337 = -120444.807339
  nChanged 10
		SP:Iteration 19Q (6286.830000 sec): 3 clusters
  Score: Raw -122742.179429 + Penalty 2282.142337 = -120460.037092
  nChanged 11
		SP:Iteration 20F (6286.840000 sec): 3 clusters
  Score: Raw -122760.166534 + Penalty 2282.142337 = -120478.024196
  nChanged 15
		SP:Iteration 21Q (6286.840000 sec): 3 clusters
  Score: Raw -122772.859994 + Penalty 2282.142337 = -120490.717656
  nChanged 13
		SP:Iteration 22Q (6286.840000 sec): 3 clusters
  Score: Raw -122784.906827 + Penalty 2282.142337 = -120502.764490
  nChanged 7
		SP:Iteration 23Q (6286.850000 sec): 3 clusters
  Score: Raw -122789.914803 + Penalty 2282.142337 = -120507.772466
  nChanged 1
		SP:Iteration 24Q (6286.850000 sec): 3 clusters
  Score: Raw -122790.848328 + Penalty 2282.142337 = -120508.705990
  nChanged 2
		SP:Iteration 25Q (6286.850000 sec): 3 clusters
  Score: Raw -122794.143672 + Penalty 2282.142337 = -120512.001335
  nChanged 3
		SP:Iteration 26Q (6286.850000 sec): 3 clusters
  Score: Raw -122796.215939 + Penalty 2282.142337 = -120514.073601
  nChanged 0
		SP:Iteration 27F (6286.850000 sec): 3 clusters
  Score: Raw -122796.215939 + Penalty 2282.142337 = -120514.073601
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6286.860000 sec): 2 clusters
  Score: Raw -126747.547184 + Penalty 1159.160593 = -125588.386592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6286.870000 sec): 3 clusters
  Score: Raw -126365.933105 + Penalty 2318.321185 = -124047.611920
  nChanged 403
		SP:Iteration 1F (6286.870000 sec): 3 clusters
  Score: Raw -126784.347497 + Penalty 2318.321185 = -124466.026312
  nChanged 96
		SP:Iteration 2F (6286.870000 sec): 3 clusters
  Score: Raw -126884.143832 + Penalty 2318.321185 = -124565.822647
  nChanged 51
		SP:Iteration 3Q (6286.870000 sec): 3 clusters
  Score: Raw -126947.349062 + Penalty 2318.321185 = -124629.027876
  nChanged 42
		SP:Iteration 4Q (6286.880000 sec): 3 clusters
  Score: Raw -126993.180601 + Penalty 2318.321185 = -124674.859415
  nChanged 31
		SP:Iteration 5Q (6286.880000 sec): 3 clusters
  Score: Raw -127021.149519 + Penalty 2318.321185 = -124702.828333
  nChanged 25
		SP:Iteration 6Q (6286.880000 sec): 3 clusters
  Score: Raw -127047.758288 + Penalty 2318.321185 = -124729.437102
  nChanged 23
		SP:Iteration 7Q (6286.890000 sec): 3 clusters
  Score: Raw -127073.622936 + Penalty 2318.321185 = -124755.301751
  nChanged 17
		SP:Iteration 8Q (6286.890000 sec): 3 clusters
  Score: Raw -127098.307402 + Penalty 2318.321185 = -124779.986217
  nChanged 12
		SP:Iteration 9Q (6286.890000 sec): 3 clusters
  Score: Raw -127109.545449 + Penalty 2318.321185 = -124791.224264
  nChanged 11
		SP:Iteration 10Q (6286.890000 sec): 3 clusters
  Score: Raw -127118.580663 + Penalty 2318.321185 = -124800.259477
  nChanged 12
		SP:Iteration 11Q (6286.900000 sec): 3 clusters
  Score: Raw -127125.266038 + Penalty 2318.321185 = -124806.944853
  nChanged 7
		SP:Iteration 12Q (6286.900000 sec): 3 clusters
  Score: Raw -127129.268021 + Penalty 2318.321185 = -124810.946835
  nChanged 5
		SP:Iteration 13Q (6286.910000 sec): 3 clusters
  Score: Raw -127133.701275 + Penalty 2318.321185 = -124815.380090
  nChanged 5
		SP:Iteration 14Q (6286.910000 sec): 3 clusters
  Score: Raw -127137.029064 + Penalty 2318.321185 = -124818.707878
  nChanged 4
		SP:Iteration 15Q (6286.910000 sec): 3 clusters
  Score: Raw -127138.706620 + Penalty 2318.321185 = -124820.385434
  nChanged 4
		SP:Iteration 16Q (6286.910000 sec): 3 clusters
  Score: Raw -127142.619558 + Penalty 2318.321185 = -124824.298373
  nChanged 6
		SP:Iteration 17Q (6286.910000 sec): 3 clusters
  Score: Raw -127147.533037 + Penalty 2318.321185 = -124829.211852
  nChanged 5
		SP:Iteration 18Q (6286.920000 sec): 3 clusters
  Score: Raw -127149.811240 + Penalty 2318.321185 = -124831.490055
  nChanged 2
		SP:Iteration 19Q (6286.920000 sec): 3 clusters
  Score: Raw -127152.644874 + Penalty 2318.321185 = -124834.323688
  nChanged 2
		SP:Iteration 20F (6286.930000 sec): 3 clusters
  Score: Raw -127153.427140 + Penalty 2318.321185 = -124835.105955
  nChanged 1
		SP:Iteration 21Q (6286.930000 sec): 3 clusters
  Score: Raw -127154.070697 + Penalty 2318.321185 = -124835.749511
  nChanged 2
		SP:Iteration 22Q (6286.930000 sec): 3 clusters
  Score: Raw -127154.818619 + Penalty 2318.321185 = -124836.497434
  nChanged 2
		SP:Iteration 23Q (6286.930000 sec): 3 clusters
  Score: Raw -127157.339131 + Penalty 2318.321185 = -124839.017946
  nChanged 6
		SP:Iteration 24Q (6286.940000 sec): 3 clusters
  Score: Raw -127160.981505 + Penalty 2318.321185 = -124842.660320
  nChanged 10
		SP:Iteration 25Q (6286.940000 sec): 3 clusters
  Score: Raw -127168.512307 + Penalty 2318.321185 = -124850.191122
  nChanged 13
		SP:Iteration 26Q (6286.940000 sec): 3 clusters
  Score: Raw -127180.687651 + Penalty 2318.321185 = -124862.366466
  nChanged 16
		SP:Iteration 27Q (6286.950000 sec): 3 clusters
  Score: Raw -127196.708169 + Penalty 2318.321185 = -124878.386984
  nChanged 9
		SP:Iteration 28Q (6286.950000 sec): 3 clusters
  Score: Raw -127205.227772 + Penalty 2318.321185 = -124886.906586
  nChanged 10
		SP:Iteration 29Q (6286.950000 sec): 3 clusters
  Score: Raw -127220.029867 + Penalty 2318.321185 = -124901.708682
  nChanged 14
		SP:Iteration 30Q (6286.950000 sec): 3 clusters
  Score: Raw -127229.346263 + Penalty 2318.321185 = -124911.025078
  nChanged 9
		SP:Iteration 31Q (6286.960000 sec): 3 clusters
  Score: Raw -127238.111188 + Penalty 2318.321185 = -124919.790003
  nChanged 9
		SP:Iteration 32Q (6286.960000 sec): 3 clusters
  Score: Raw -127245.551095 + Penalty 2318.321185 = -124927.229910
  nChanged 7
		SP:Iteration 33Q (6286.960000 sec): 3 clusters
  Score: Raw -127248.467695 + Penalty 2318.321185 = -124930.146509
  nChanged 7
		SP:Iteration 34Q (6286.970000 sec): 3 clusters
  Score: Raw -127253.920900 + Penalty 2318.321185 = -124935.599714
  nChanged 5
		SP:Iteration 35Q (6286.970000 sec): 3 clusters
  Score: Raw -127258.195730 + Penalty 2318.321185 = -124939.874545
  nChanged 9
		SP:Iteration 36Q (6286.970000 sec): 3 clusters
  Score: Raw -127263.926289 + Penalty 2318.321185 = -124945.605104
  nChanged 5
		SP:Iteration 37Q (6286.970000 sec): 3 clusters
  Score: Raw -127266.200626 + Penalty 2318.321185 = -124947.879441
  nChanged 2
		SP:Iteration 38Q (6286.980000 sec): 3 clusters
  Score: Raw -127266.975811 + Penalty 2318.321185 = -124948.654626
  nChanged 3
		SP:Iteration 39Q (6286.980000 sec): 3 clusters
  Score: Raw -127269.540683 + Penalty 2318.321185 = -124951.219498
  nChanged 2
		SP:Iteration 40F (6286.980000 sec): 3 clusters
  Score: Raw -127270.247390 + Penalty 2318.321185 = -124951.926205
  nChanged 1
		SP:Iteration 41Q (6286.990000 sec): 3 clusters
  Score: Raw -127270.540820 + Penalty 2318.321185 = -124952.219635
  nChanged 0
		SP:Iteration 42F (6286.990000 sec): 3 clusters
  Score: Raw -127270.540820 + Penalty 2318.321185 = -124952.219635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6286.990000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.000000 sec): 3 clusters
  Score: Raw -66373.890864 + Penalty 2066.861507 = -64307.029357
  nChanged 137
		SP:Iteration 1F (6287.000000 sec): 3 clusters
  Score: Raw -66526.526768 + Penalty 2066.861507 = -64459.665261
  nChanged 39
		SP:Iteration 2F (6287.000000 sec): 3 clusters
  Score: Raw -66586.072709 + Penalty 2066.861507 = -64519.211202
  nChanged 18
		SP:Iteration 3Q (6287.000000 sec): 3 clusters
  Score: Raw -66618.886880 + Penalty 2066.861507 = -64552.025372
  nChanged 13
		SP:Iteration 4Q (6287.000000 sec): 3 clusters
  Score: Raw -66630.823205 + Penalty 2066.861507 = -64563.961697
  nChanged 10
		SP:Iteration 5Q (6287.000000 sec): 3 clusters
  Score: Raw -66651.486662 + Penalty 2066.861507 = -64584.625155
  nChanged 5
		SP:Iteration 6Q (6287.010000 sec): 3 clusters
  Score: Raw -66660.473384 + Penalty 2066.861507 = -64593.611877
  nChanged 2
		SP:Iteration 7Q (6287.010000 sec): 3 clusters
  Score: Raw -66664.224662 + Penalty 2066.861507 = -64597.363155
  nChanged 1
		SP:Iteration 8Q (6287.010000 sec): 3 clusters
  Score: Raw -66665.729429 + Penalty 2066.861507 = -64598.867921
  nChanged 1
		SP:Iteration 9Q (6287.010000 sec): 3 clusters
  Score: Raw -66667.568665 + Penalty 2066.861507 = -64600.707157
  nChanged 1
		SP:Iteration 10Q (6287.010000 sec): 3 clusters
  Score: Raw -66668.732638 + Penalty 2066.861507 = -64601.871131
  nChanged 0
		SP:Iteration 11F (6287.010000 sec): 3 clusters
  Score: Raw -66668.732638 + Penalty 2066.861507 = -64601.871131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.030000 sec): 2 clusters
  Score: Raw -340544.910072 + Penalty 1307.199629 = -339237.710443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.030000 sec): 3 clusters
  Score: Raw -339076.666835 + Penalty 2614.399257 = -336462.267578
  nChanged 1153
		SP:Iteration 1F (6287.040000 sec): 3 clusters
  Score: Raw -339751.128884 + Penalty 2614.399257 = -337136.729626
  nChanged 223
		SP:Iteration 2F (6287.050000 sec): 3 clusters
  Score: Raw -339899.500888 + Penalty 2614.399257 = -337285.101631
  nChanged 158
		SP:Iteration 3F (6287.060000 sec): 3 clusters
  Score: Raw -340001.337748 + Penalty 2614.399257 = -337386.938491
  nChanged 122
		SP:Iteration 4Q (6287.070000 sec): 3 clusters
  Score: Raw -340077.886141 + Penalty 2614.399257 = -337463.486884
  nChanged 105
		SP:Iteration 5Q (6287.070000 sec): 3 clusters
  Score: Raw -340124.295809 + Penalty 2614.399257 = -337509.896552
  nChanged 71
		SP:Iteration 6Q (6287.080000 sec): 3 clusters
  Score: Raw -340159.738234 + Penalty 2614.399257 = -337545.338976
  nChanged 72
		SP:Iteration 7Q (6287.090000 sec): 3 clusters
  Score: Raw -340205.940499 + Penalty 2614.399257 = -337591.541242
  nChanged 73
		SP:Iteration 8Q (6287.100000 sec): 3 clusters
  Score: Raw -340247.796307 + Penalty 2614.399257 = -337633.397050
  nChanged 75
		SP:Iteration 9Q (6287.110000 sec): 3 clusters
  Score: Raw -340286.505194 + Penalty 2614.399257 = -337672.105937
  nChanged 80
		SP:Iteration 10Q (6287.110000 sec): 3 clusters
  Score: Raw -340333.436131 + Penalty 2614.399257 = -337719.036874
  nChanged 76
		SP:Iteration 11Q (6287.120000 sec): 3 clusters
  Score: Raw -340369.347674 + Penalty 2614.399257 = -337754.948417
  nChanged 55
		SP:Iteration 12Q (6287.130000 sec): 3 clusters
  Score: Raw -340394.638966 + Penalty 2614.399257 = -337780.239709
  nChanged 62
		SP:Iteration 13Q (6287.130000 sec): 3 clusters
  Score: Raw -340428.858809 + Penalty 2614.399257 = -337814.459552
  nChanged 63
		SP:Iteration 14Q (6287.140000 sec): 3 clusters
  Score: Raw -340466.624905 + Penalty 2614.399257 = -337852.225648
  nChanged 70
		SP:Iteration 15Q (6287.150000 sec): 3 clusters
  Score: Raw -340509.851125 + Penalty 2614.399257 = -337895.451868
  nChanged 64
		SP:Iteration 16Q (6287.150000 sec): 3 clusters
  Score: Raw -340551.780678 + Penalty 2614.399257 = -337937.381420
  nChanged 49
		SP:Iteration 17Q (6287.160000 sec): 3 clusters
  Score: Raw -340580.517692 + Penalty 2614.399257 = -337966.118434
  nChanged 32
		SP:Iteration 18Q (6287.170000 sec): 3 clusters
  Score: Raw -340597.388534 + Penalty 2614.399257 = -337982.989277
  nChanged 30
		SP:Iteration 19Q (6287.180000 sec): 3 clusters
  Score: Raw -340613.497068 + Penalty 2614.399257 = -337999.097811
  nChanged 25
		SP:Iteration 20F (6287.190000 sec): 3 clusters
  Score: Raw -340630.100719 + Penalty 2614.399257 = -338015.701461
  nChanged 31
		SP:Iteration 21Q (6287.190000 sec): 3 clusters
  Score: Raw -340650.407294 + Penalty 2614.399257 = -338036.008036
  nChanged 37
		SP:Iteration 22Q (6287.200000 sec): 3 clusters
  Score: Raw -340670.442391 + Penalty 2614.399257 = -338056.043133
  nChanged 21
		SP:Iteration 23Q (6287.210000 sec): 3 clusters
  Score: Raw -340680.698586 + Penalty 2614.399257 = -338066.299328
  nChanged 22
		SP:Iteration 24Q (6287.210000 sec): 3 clusters
  Score: Raw -340691.096224 + Penalty 2614.399257 = -338076.696966
  nChanged 17
		SP:Iteration 25Q (6287.220000 sec): 3 clusters
  Score: Raw -340699.679185 + Penalty 2614.399257 = -338085.279928
  nChanged 14
		SP:Iteration 26Q (6287.230000 sec): 3 clusters
  Score: Raw -340707.386323 + Penalty 2614.399257 = -338092.987066
  nChanged 23
		SP:Iteration 27Q (6287.240000 sec): 3 clusters
  Score: Raw -340723.053234 + Penalty 2614.399257 = -338108.653977
  nChanged 20
		SP:Iteration 28Q (6287.250000 sec): 3 clusters
  Score: Raw -340734.340583 + Penalty 2614.399257 = -338119.941325
  nChanged 18
		SP:Iteration 29Q (6287.250000 sec): 3 clusters
  Score: Raw -340744.193377 + Penalty 2614.399257 = -338129.794120
  nChanged 12
		SP:Iteration 30Q (6287.260000 sec): 3 clusters
  Score: Raw -340750.487451 + Penalty 2614.399257 = -338136.088194
  nChanged 8
		SP:Iteration 31Q (6287.270000 sec): 3 clusters
  Score: Raw -340753.786574 + Penalty 2614.399257 = -338139.387317
  nChanged 2
		SP:Iteration 32Q (6287.270000 sec): 3 clusters
  Score: Raw -340754.519383 + Penalty 2614.399257 = -338140.120126
  nChanged 3
		SP:Iteration 33Q (6287.280000 sec): 3 clusters
  Score: Raw -340755.538507 + Penalty 2614.399257 = -338141.139250
  nChanged 2
		SP:Iteration 34Q (6287.290000 sec): 3 clusters
  Score: Raw -340756.017005 + Penalty 2614.399257 = -338141.617748
  nChanged 1
		SP:Iteration 35Q (6287.290000 sec): 3 clusters
  Score: Raw -340756.428966 + Penalty 2614.399257 = -338142.029709
  nChanged 1
		SP:Iteration 36Q (6287.300000 sec): 3 clusters
  Score: Raw -340756.701210 + Penalty 2614.399257 = -338142.301952
  nChanged 1
		SP:Iteration 37Q (6287.310000 sec): 3 clusters
  Score: Raw -340757.026705 + Penalty 2614.399257 = -338142.627448
  nChanged 2
		SP:Iteration 38Q (6287.320000 sec): 3 clusters
  Score: Raw -340757.761184 + Penalty 2614.399257 = -338143.361926
  nChanged 2
		SP:Iteration 39Q (6287.320000 sec): 3 clusters
  Score: Raw -340758.207703 + Penalty 2614.399257 = -338143.808446
  nChanged 0
		SP:Iteration 40F (6287.330000 sec): 3 clusters
  Score: Raw -340758.207703 + Penalty 2614.399257 = -338143.808446
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.340000 sec): 2 clusters
  Score: Raw -27164.744125 + Penalty 897.886103 = -26266.858022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.340000 sec): 3 clusters
  Score: Raw -27291.927102 + Penalty 1795.772205 = -25496.154897
  nChanged 35
		SP:Iteration 1F (6287.340000 sec): 3 clusters
  Score: Raw -27376.874285 + Penalty 1795.772205 = -25581.102080
  nChanged 11
		SP:Iteration 2Q (6287.340000 sec): 3 clusters
  Score: Raw -27421.248180 + Penalty 1795.772205 = -25625.475975
  nChanged 4
		SP:Iteration 3Q (6287.340000 sec): 3 clusters
  Score: Raw -27428.484958 + Penalty 1795.772205 = -25632.712753
  nChanged 1
		SP:Iteration 4Q (6287.340000 sec): 3 clusters
  Score: Raw -27433.800247 + Penalty 1795.772205 = -25638.028042
  nChanged 0
		SP:Iteration 5F (6287.340000 sec): 3 clusters
  Score: Raw -27433.800247 + Penalty 1795.772205 = -25638.028042
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.350000 sec): 2 clusters
  Score: Raw -224335.303247 + Penalty 1246.823158 = -223088.480089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.360000 sec): 3 clusters
  Score: Raw -223441.860159 + Penalty 2493.646316 = -220948.213843
  nChanged 750
		SP:Iteration 1F (6287.360000 sec): 3 clusters
  Score: Raw -224077.735486 + Penalty 2493.646316 = -221584.089170
  nChanged 203
		SP:Iteration 2F (6287.370000 sec): 3 clusters
  Score: Raw -224360.403206 + Penalty 2493.646316 = -221866.756889
  nChanged 158
		SP:Iteration 3F (6287.370000 sec): 3 clusters
  Score: Raw -224565.189276 + Penalty 2493.646316 = -222071.542959
  nChanged 117
		SP:Iteration 4F (6287.380000 sec): 3 clusters
  Score: Raw -224740.453100 + Penalty 2493.646316 = -222246.806784
  nChanged 121
		SP:Iteration 5F (6287.390000 sec): 3 clusters
  Score: Raw -224938.085699 + Penalty 2493.646316 = -222444.439383
  nChanged 110
		SP:Iteration 6F (6287.390000 sec): 3 clusters
  Score: Raw -225096.762121 + Penalty 2493.646316 = -222603.115804
  nChanged 89
		SP:Iteration 7Q (6287.390000 sec): 3 clusters
  Score: Raw -225216.365615 + Penalty 2493.646316 = -222722.719298
  nChanged 62
		SP:Iteration 8Q (6287.400000 sec): 3 clusters
  Score: Raw -225323.262597 + Penalty 2493.646316 = -222829.616281
  nChanged 59
		SP:Iteration 9Q (6287.410000 sec): 3 clusters
  Score: Raw -225401.230359 + Penalty 2493.646316 = -222907.584042
  nChanged 30
		SP:Iteration 10Q (6287.410000 sec): 3 clusters
  Score: Raw -225429.827276 + Penalty 2493.646316 = -222936.180960
  nChanged 21
		SP:Iteration 11Q (6287.410000 sec): 3 clusters
  Score: Raw -225446.573384 + Penalty 2493.646316 = -222952.927068
  nChanged 15
		SP:Iteration 12Q (6287.420000 sec): 3 clusters
  Score: Raw -225456.732028 + Penalty 2493.646316 = -222963.085711
  nChanged 13
		SP:Iteration 13Q (6287.420000 sec): 3 clusters
  Score: Raw -225464.465817 + Penalty 2493.646316 = -222970.819501
  nChanged 8
		SP:Iteration 14Q (6287.430000 sec): 3 clusters
  Score: Raw -225469.397269 + Penalty 2493.646316 = -222975.750953
  nChanged 5
		SP:Iteration 15Q (6287.430000 sec): 3 clusters
  Score: Raw -225471.549126 + Penalty 2493.646316 = -222977.902809
  nChanged 3
		SP:Iteration 16Q (6287.440000 sec): 3 clusters
  Score: Raw -225473.165129 + Penalty 2493.646316 = -222979.518813
  nChanged 3
		SP:Iteration 17Q (6287.440000 sec): 3 clusters
  Score: Raw -225474.823175 + Penalty 2493.646316 = -222981.176858
  nChanged 3
		SP:Iteration 18Q (6287.450000 sec): 3 clusters
  Score: Raw -225476.080075 + Penalty 2493.646316 = -222982.433758
  nChanged 0
		SP:Iteration 19F (6287.450000 sec): 3 clusters
  Score: Raw -225476.080075 + Penalty 2493.646316 = -222982.433758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.460000 sec): 2 clusters
  Score: Raw -159376.491118 + Penalty 1186.326832 = -158190.164286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.460000 sec): 3 clusters
  Score: Raw -158832.158157 + Penalty 2372.653665 = -156459.504493
  nChanged 492
		SP:Iteration 1F (6287.470000 sec): 3 clusters
  Score: Raw -159228.902186 + Penalty 2372.653665 = -156856.248522
  nChanged 131
		SP:Iteration 2F (6287.470000 sec): 3 clusters
  Score: Raw -159372.987990 + Penalty 2372.653665 = -157000.334325
  nChanged 80
		SP:Iteration 3F (6287.470000 sec): 3 clusters
  Score: Raw -159466.450787 + Penalty 2372.653665 = -157093.797122
  nChanged 71
		SP:Iteration 4Q (6287.480000 sec): 3 clusters
  Score: Raw -159555.154756 + Penalty 2372.653665 = -157182.501091
  nChanged 58
		SP:Iteration 5Q (6287.480000 sec): 3 clusters
  Score: Raw -159628.993694 + Penalty 2372.653665 = -157256.340029
  nChanged 63
		SP:Iteration 6Q (6287.490000 sec): 3 clusters
  Score: Raw -159697.570709 + Penalty 2372.653665 = -157324.917044
  nChanged 48
		SP:Iteration 7Q (6287.490000 sec): 3 clusters
  Score: Raw -159747.921614 + Penalty 2372.653665 = -157375.267949
  nChanged 40
		SP:Iteration 8Q (6287.490000 sec): 3 clusters
  Score: Raw -159802.618506 + Penalty 2372.653665 = -157429.964841
  nChanged 43
		SP:Iteration 9Q (6287.500000 sec): 3 clusters
  Score: Raw -159864.915168 + Penalty 2372.653665 = -157492.261503
  nChanged 41
		SP:Iteration 10Q (6287.500000 sec): 3 clusters
  Score: Raw -159913.127675 + Penalty 2372.653665 = -157540.474011
  nChanged 31
		SP:Iteration 11Q (6287.500000 sec): 3 clusters
  Score: Raw -159960.361953 + Penalty 2372.653665 = -157587.708288
  nChanged 44
		SP:Iteration 12Q (6287.510000 sec): 3 clusters
  Score: Raw -160026.150238 + Penalty 2372.653665 = -157653.496573
  nChanged 43
		SP:Iteration 13Q (6287.510000 sec): 3 clusters
  Score: Raw -160078.662287 + Penalty 2372.653665 = -157706.008622
  nChanged 35
		SP:Iteration 14Q (6287.510000 sec): 3 clusters
  Score: Raw -160130.999084 + Penalty 2372.653665 = -157758.345419
  nChanged 31
		SP:Iteration 15Q (6287.520000 sec): 3 clusters
  Score: Raw -160173.522764 + Penalty 2372.653665 = -157800.869099
  nChanged 28
		SP:Iteration 16Q (6287.520000 sec): 3 clusters
  Score: Raw -160204.485774 + Penalty 2372.653665 = -157831.832109
  nChanged 24
		SP:Iteration 17Q (6287.520000 sec): 3 clusters
  Score: Raw -160230.174703 + Penalty 2372.653665 = -157857.521039
  nChanged 9
		SP:Iteration 18Q (6287.530000 sec): 3 clusters
  Score: Raw -160236.924281 + Penalty 2372.653665 = -157864.270617
  nChanged 4
		SP:Iteration 19Q (6287.530000 sec): 3 clusters
  Score: Raw -160239.858064 + Penalty 2372.653665 = -157867.204399
  nChanged 5
		SP:Iteration 20F (6287.530000 sec): 3 clusters
  Score: Raw -160243.613324 + Penalty 2372.653665 = -157870.959660
  nChanged 10
		SP:Iteration 21Q (6287.540000 sec): 3 clusters
  Score: Raw -160252.211052 + Penalty 2372.653665 = -157879.557387
  nChanged 11
		SP:Iteration 22Q (6287.540000 sec): 3 clusters
  Score: Raw -160260.166887 + Penalty 2372.653665 = -157887.513222
  nChanged 9
		SP:Iteration 23Q (6287.540000 sec): 3 clusters
  Score: Raw -160265.079349 + Penalty 2372.653665 = -157892.425684
  nChanged 5
		SP:Iteration 24Q (6287.550000 sec): 3 clusters
  Score: Raw -160267.889499 + Penalty 2372.653665 = -157895.235835
  nChanged 3
		SP:Iteration 25Q (6287.550000 sec): 3 clusters
  Score: Raw -160270.728001 + Penalty 2372.653665 = -157898.074336
  nChanged 2
		SP:Iteration 26Q (6287.550000 sec): 3 clusters
  Score: Raw -160272.100657 + Penalty 2372.653665 = -157899.446993
  nChanged 6
		SP:Iteration 27Q (6287.550000 sec): 3 clusters
  Score: Raw -160276.175773 + Penalty 2372.653665 = -157903.522108
  nChanged 5
		SP:Iteration 28Q (6287.560000 sec): 3 clusters
  Score: Raw -160280.074661 + Penalty 2372.653665 = -157907.420997
  nChanged 4
		SP:Iteration 29Q (6287.560000 sec): 3 clusters
  Score: Raw -160282.885214 + Penalty 2372.653665 = -157910.231549
  nChanged 5
		SP:Iteration 30Q (6287.570000 sec): 3 clusters
  Score: Raw -160284.336913 + Penalty 2372.653665 = -157911.683248
  nChanged 0
		SP:Iteration 31F (6287.570000 sec): 3 clusters
  Score: Raw -160284.336913 + Penalty 2372.653665 = -157911.683248
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.570000 sec): 2 clusters
  Score: Raw -48158.456005 + Penalty 994.190795 = -47164.265210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.580000 sec): 3 clusters
  Score: Raw -48140.601032 + Penalty 1988.381589 = -46152.219442
  nChanged 101
		SP:Iteration 1F (6287.580000 sec): 3 clusters
  Score: Raw -48429.537024 + Penalty 1988.381589 = -46441.155434
  nChanged 39
		SP:Iteration 2F (6287.580000 sec): 3 clusters
  Score: Raw -48534.597149 + Penalty 1988.381589 = -46546.215560
  nChanged 30
		SP:Iteration 3F (6287.580000 sec): 3 clusters
  Score: Raw -48600.374596 + Penalty 1988.381589 = -46611.993007
  nChanged 24
		SP:Iteration 4F (6287.580000 sec): 3 clusters
  Score: Raw -48641.226000 + Penalty 1988.381589 = -46652.844410
  nChanged 16
		SP:Iteration 5Q (6287.580000 sec): 3 clusters
  Score: Raw -48666.435636 + Penalty 1988.381589 = -46678.054047
  nChanged 14
		SP:Iteration 6Q (6287.580000 sec): 3 clusters
  Score: Raw -48693.822382 + Penalty 1988.381589 = -46705.440793
  nChanged 11
		SP:Iteration 7Q (6287.590000 sec): 3 clusters
  Score: Raw -48715.964006 + Penalty 1988.381589 = -46727.582416
  nChanged 12
		SP:Iteration 8Q (6287.590000 sec): 3 clusters
  Score: Raw -48739.263285 + Penalty 1988.381589 = -46750.881696
  nChanged 5
		SP:Iteration 9Q (6287.590000 sec): 3 clusters
  Score: Raw -48748.047395 + Penalty 1988.381589 = -46759.665806
  nChanged 8
		SP:Iteration 10Q (6287.590000 sec): 3 clusters
  Score: Raw -48766.576824 + Penalty 1988.381589 = -46778.195235
  nChanged 4
		SP:Iteration 11Q (6287.590000 sec): 3 clusters
  Score: Raw -48773.098676 + Penalty 1988.381589 = -46784.717087
  nChanged 5
		SP:Iteration 12Q (6287.590000 sec): 3 clusters
  Score: Raw -48788.749029 + Penalty 1988.381589 = -46800.367440
  nChanged 5
		SP:Iteration 13Q (6287.590000 sec): 3 clusters
  Score: Raw -48798.952728 + Penalty 1988.381589 = -46810.571138
  nChanged 5
		SP:Iteration 14Q (6287.590000 sec): 3 clusters
  Score: Raw -48809.760869 + Penalty 1988.381589 = -46821.379280
  nChanged 1
		SP:Iteration 15Q (6287.590000 sec): 3 clusters
  Score: Raw -48810.511663 + Penalty 1988.381589 = -46822.130074
  nChanged 0
		SP:Iteration 16F (6287.590000 sec): 3 clusters
  Score: Raw -48810.511663 + Penalty 1988.381589 = -46822.130074
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.600000 sec): 2 clusters
  Score: Raw -195025.713460 + Penalty 1216.118587 = -193809.594873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.610000 sec): 3 clusters
  Score: Raw -194321.422945 + Penalty 2432.237173 = -191889.185772
  nChanged 608
		SP:Iteration 1F (6287.610000 sec): 3 clusters
  Score: Raw -194753.817749 + Penalty 2432.237173 = -192321.580575
  nChanged 147
		SP:Iteration 2F (6287.620000 sec): 3 clusters
  Score: Raw -194878.030803 + Penalty 2432.237173 = -192445.793630
  nChanged 95
		SP:Iteration 3F (6287.620000 sec): 3 clusters
  Score: Raw -194948.125847 + Penalty 2432.237173 = -192515.888674
  nChanged 65
		SP:Iteration 4Q (6287.630000 sec): 3 clusters
  Score: Raw -194992.205827 + Penalty 2432.237173 = -192559.968654
  nChanged 41
		SP:Iteration 5Q (6287.630000 sec): 3 clusters
  Score: Raw -195010.673174 + Penalty 2432.237173 = -192578.436000
  nChanged 25
		SP:Iteration 6Q (6287.630000 sec): 3 clusters
  Score: Raw -195024.451774 + Penalty 2432.237173 = -192592.214600
  nChanged 24
		SP:Iteration 7Q (6287.640000 sec): 3 clusters
  Score: Raw -195040.542107 + Penalty 2432.237173 = -192608.304933
  nChanged 21
		SP:Iteration 8Q (6287.640000 sec): 3 clusters
  Score: Raw -195053.669158 + Penalty 2432.237173 = -192621.431985
  nChanged 16
		SP:Iteration 9Q (6287.650000 sec): 3 clusters
  Score: Raw -195062.089420 + Penalty 2432.237173 = -192629.852246
  nChanged 17
		SP:Iteration 10Q (6287.650000 sec): 3 clusters
  Score: Raw -195073.276351 + Penalty 2432.237173 = -192641.039177
  nChanged 14
		SP:Iteration 11Q (6287.650000 sec): 3 clusters
  Score: Raw -195081.573251 + Penalty 2432.237173 = -192649.336078
  nChanged 13
		SP:Iteration 12Q (6287.660000 sec): 3 clusters
  Score: Raw -195088.497170 + Penalty 2432.237173 = -192656.259997
  nChanged 10
		SP:Iteration 13Q (6287.660000 sec): 3 clusters
  Score: Raw -195095.677624 + Penalty 2432.237173 = -192663.440451
  nChanged 13
		SP:Iteration 14Q (6287.670000 sec): 3 clusters
  Score: Raw -195102.967063 + Penalty 2432.237173 = -192670.729889
  nChanged 16
		SP:Iteration 15Q (6287.670000 sec): 3 clusters
  Score: Raw -195112.284562 + Penalty 2432.237173 = -192680.047389
  nChanged 21
		SP:Iteration 16Q (6287.680000 sec): 3 clusters
  Score: Raw -195125.691059 + Penalty 2432.237173 = -192693.453885
  nChanged 13
		SP:Iteration 17Q (6287.680000 sec): 3 clusters
  Score: Raw -195132.524606 + Penalty 2432.237173 = -192700.287433
  nChanged 18
		SP:Iteration 18Q (6287.690000 sec): 3 clusters
  Score: Raw -195142.016897 + Penalty 2432.237173 = -192709.779723
  nChanged 14
		SP:Iteration 19Q (6287.690000 sec): 3 clusters
  Score: Raw -195149.091340 + Penalty 2432.237173 = -192716.854166
  nChanged 12
		SP:Iteration 20F (6287.690000 sec): 3 clusters
  Score: Raw -195155.569154 + Penalty 2432.237173 = -192723.331981
  nChanged 10
		SP:Iteration 21Q (6287.700000 sec): 3 clusters
  Score: Raw -195159.859538 + Penalty 2432.237173 = -192727.622365
  nChanged 7
		SP:Iteration 22Q (6287.700000 sec): 3 clusters
  Score: Raw -195161.826927 + Penalty 2432.237173 = -192729.589754
  nChanged 5
		SP:Iteration 23Q (6287.710000 sec): 3 clusters
  Score: Raw -195163.729960 + Penalty 2432.237173 = -192731.492787
  nChanged 7
		SP:Iteration 24Q (6287.710000 sec): 3 clusters
  Score: Raw -195168.598628 + Penalty 2432.237173 = -192736.361455
  nChanged 12
		SP:Iteration 25Q (6287.710000 sec): 3 clusters
  Score: Raw -195176.609694 + Penalty 2432.237173 = -192744.372521
  nChanged 14
		SP:Iteration 26Q (6287.720000 sec): 3 clusters
  Score: Raw -195184.032889 + Penalty 2432.237173 = -192751.795715
  nChanged 11
		SP:Iteration 27Q (6287.730000 sec): 3 clusters
  Score: Raw -195189.888993 + Penalty 2432.237173 = -192757.651820
  nChanged 6
		SP:Iteration 28Q (6287.730000 sec): 3 clusters
  Score: Raw -195194.654646 + Penalty 2432.237173 = -192762.417472
  nChanged 5
		SP:Iteration 29Q (6287.730000 sec): 3 clusters
  Score: Raw -195196.709370 + Penalty 2432.237173 = -192764.472196
  nChanged 4
		SP:Iteration 30Q (6287.740000 sec): 3 clusters
  Score: Raw -195197.921755 + Penalty 2432.237173 = -192765.684581
  nChanged 3
		SP:Iteration 31Q (6287.740000 sec): 3 clusters
  Score: Raw -195198.740865 + Penalty 2432.237173 = -192766.503691
  nChanged 2
		SP:Iteration 32Q (6287.750000 sec): 3 clusters
  Score: Raw -195199.355403 + Penalty 2432.237173 = -192767.118229
  nChanged 1
		SP:Iteration 33Q (6287.750000 sec): 3 clusters
  Score: Raw -195199.547593 + Penalty 2432.237173 = -192767.310419
  nChanged 0
		SP:Iteration 34F (6287.750000 sec): 3 clusters
  Score: Raw -195199.547593 + Penalty 2432.237173 = -192767.310419
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (2369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.770000 sec): 2 clusters
  Score: Raw -223981.142233 + Penalty 1262.661271 = -222718.480962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.770000 sec): 3 clusters
  Score: Raw -222991.979215 + Penalty 2525.322541 = -220466.656674
  nChanged 871
		SP:Iteration 1F (6287.780000 sec): 3 clusters
  Score: Raw -223813.535481 + Penalty 2525.322541 = -221288.212940
  nChanged 255
		SP:Iteration 2F (6287.780000 sec): 3 clusters
  Score: Raw -224138.216969 + Penalty 2525.322541 = -221612.894428
  nChanged 165
		SP:Iteration 3F (6287.790000 sec): 3 clusters
  Score: Raw -224321.577144 + Penalty 2525.322541 = -221796.254603
  nChanged 136
		SP:Iteration 4F (6287.790000 sec): 3 clusters
  Score: Raw -224463.080827 + Penalty 2525.322541 = -221937.758286
  nChanged 100
		SP:Iteration 5Q (6287.800000 sec): 3 clusters
  Score: Raw -224605.015698 + Penalty 2525.322541 = -222079.693157
  nChanged 90
		SP:Iteration 6Q (6287.810000 sec): 3 clusters
  Score: Raw -224680.508950 + Penalty 2525.322541 = -222155.186408
  nChanged 50
		SP:Iteration 7Q (6287.810000 sec): 3 clusters
  Score: Raw -224723.904385 + Penalty 2525.322541 = -222198.581844
  nChanged 47
		SP:Iteration 8Q (6287.820000 sec): 3 clusters
  Score: Raw -224760.231788 + Penalty 2525.322541 = -222234.909246
  nChanged 42
		SP:Iteration 9Q (6287.820000 sec): 3 clusters
  Score: Raw -224791.655406 + Penalty 2525.322541 = -222266.332865
  nChanged 34
		SP:Iteration 10Q (6287.830000 sec): 3 clusters
  Score: Raw -224815.288701 + Penalty 2525.322541 = -222289.966159
  nChanged 26
		SP:Iteration 11Q (6287.830000 sec): 3 clusters
  Score: Raw -224831.855060 + Penalty 2525.322541 = -222306.532519
  nChanged 25
		SP:Iteration 12Q (6287.840000 sec): 3 clusters
  Score: Raw -224854.672743 + Penalty 2525.322541 = -222329.350202
  nChanged 27
		SP:Iteration 13Q (6287.850000 sec): 3 clusters
  Score: Raw -224883.141007 + Penalty 2525.322541 = -222357.818465
  nChanged 41
		SP:Iteration 14Q (6287.850000 sec): 3 clusters
  Score: Raw -224925.683264 + Penalty 2525.322541 = -222400.360723
  nChanged 46
		SP:Iteration 15Q (6287.860000 sec): 3 clusters
  Score: Raw -224969.150686 + Penalty 2525.322541 = -222443.828145
  nChanged 50
		SP:Iteration 16Q (6287.860000 sec): 3 clusters
  Score: Raw -225016.517308 + Penalty 2525.322541 = -222491.194767
  nChanged 43
		SP:Iteration 17Q (6287.870000 sec): 3 clusters
  Score: Raw -225055.092185 + Penalty 2525.322541 = -222529.769644
  nChanged 30
		SP:Iteration 18Q (6287.870000 sec): 3 clusters
  Score: Raw -225078.741965 + Penalty 2525.322541 = -222553.419423
  nChanged 22
		SP:Iteration 19Q (6287.880000 sec): 3 clusters
  Score: Raw -225096.736003 + Penalty 2525.322541 = -222571.413462
  nChanged 22
		SP:Iteration 20F (6287.880000 sec): 3 clusters
  Score: Raw -225118.428695 + Penalty 2525.322541 = -222593.106154
  nChanged 22
		SP:Iteration 21Q (6287.890000 sec): 3 clusters
  Score: Raw -225133.137050 + Penalty 2525.322541 = -222607.814509
  nChanged 17
		SP:Iteration 22Q (6287.890000 sec): 3 clusters
  Score: Raw -225145.664645 + Penalty 2525.322541 = -222620.342103
  nChanged 16
		SP:Iteration 23Q (6287.900000 sec): 3 clusters
  Score: Raw -225160.208773 + Penalty 2525.322541 = -222634.886231
  nChanged 13
		SP:Iteration 24Q (6287.910000 sec): 3 clusters
  Score: Raw -225168.388136 + Penalty 2525.322541 = -222643.065595
  nChanged 8
		SP:Iteration 25Q (6287.910000 sec): 3 clusters
  Score: Raw -225173.616269 + Penalty 2525.322541 = -222648.293728
  nChanged 6
		SP:Iteration 26Q (6287.910000 sec): 3 clusters
  Score: Raw -225178.708766 + Penalty 2525.322541 = -222653.386225
  nChanged 6
		SP:Iteration 27Q (6287.920000 sec): 3 clusters
  Score: Raw -225182.727611 + Penalty 2525.322541 = -222657.405069
  nChanged 4
		SP:Iteration 28Q (6287.930000 sec): 3 clusters
  Score: Raw -225184.546090 + Penalty 2525.322541 = -222659.223549
  nChanged 4
		SP:Iteration 29Q (6287.930000 sec): 3 clusters
  Score: Raw -225187.710714 + Penalty 2525.322541 = -222662.388173
  nChanged 2
		SP:Iteration 30Q (6287.930000 sec): 3 clusters
  Score: Raw -225190.036909 + Penalty 2525.322541 = -222664.714368
  nChanged 5
		SP:Iteration 31Q (6287.940000 sec): 3 clusters
  Score: Raw -225195.946983 + Penalty 2525.322541 = -222670.624442
  nChanged 7
		SP:Iteration 32Q (6287.950000 sec): 3 clusters
  Score: Raw -225199.658260 + Penalty 2525.322541 = -222674.335719
  nChanged 5
		SP:Iteration 33Q (6287.950000 sec): 3 clusters
  Score: Raw -225204.431660 + Penalty 2525.322541 = -222679.109119
  nChanged 6
		SP:Iteration 34Q (6287.950000 sec): 3 clusters
  Score: Raw -225210.424401 + Penalty 2525.322541 = -222685.101859
  nChanged 4
		SP:Iteration 35Q (6287.960000 sec): 3 clusters
  Score: Raw -225214.930629 + Penalty 2525.322541 = -222689.608087
  nChanged 3
		SP:Iteration 36Q (6287.970000 sec): 3 clusters
  Score: Raw -225217.672075 + Penalty 2525.322541 = -222692.349534
  nChanged 3
		SP:Iteration 37Q (6287.970000 sec): 3 clusters
  Score: Raw -225221.716579 + Penalty 2525.322541 = -222696.394037
  nChanged 5
		SP:Iteration 38Q (6287.970000 sec): 3 clusters
  Score: Raw -225225.350920 + Penalty 2525.322541 = -222700.028378
  nChanged 5
		SP:Iteration 39Q (6287.980000 sec): 3 clusters
  Score: Raw -225236.514049 + Penalty 2525.322541 = -222711.191508
  nChanged 7
		SP:Iteration 40F (6287.990000 sec): 3 clusters
  Score: Raw -225241.198732 + Penalty 2525.322541 = -222715.876191
  nChanged 4
		SP:Iteration 41Q (6287.990000 sec): 3 clusters
  Score: Raw -225244.830773 + Penalty 2525.322541 = -222719.508232
  nChanged 7
		SP:Iteration 42Q (6288.000000 sec): 3 clusters
  Score: Raw -225249.022888 + Penalty 2525.322541 = -222723.700347
  nChanged 3
		SP:Iteration 43Q (6288.000000 sec): 3 clusters
  Score: Raw -225256.479733 + Penalty 2525.322541 = -222731.157191
  nChanged 9
		SP:Iteration 44Q (6288.010000 sec): 3 clusters
  Score: Raw -225263.916118 + Penalty 2525.322541 = -222738.593577
  nChanged 8
		SP:Iteration 45Q (6288.010000 sec): 3 clusters
  Score: Raw -225269.603442 + Penalty 2525.322541 = -222744.280901
  nChanged 3
		SP:Iteration 46Q (6288.020000 sec): 3 clusters
  Score: Raw -225271.561310 + Penalty 2525.322541 = -222746.238769
  nChanged 3
		SP:Iteration 47Q (6288.020000 sec): 3 clusters
  Score: Raw -225273.039645 + Penalty 2525.322541 = -222747.717103
  nChanged 3
		SP:Iteration 48Q (6288.030000 sec): 3 clusters
  Score: Raw -225276.517464 + Penalty 2525.322541 = -222751.194922
  nChanged 3
		SP:Iteration 49Q (6288.030000 sec): 3 clusters
  Score: Raw -225278.285799 + Penalty 2525.322541 = -222752.963258
  nChanged 3
		SP:Iteration 50Q (6288.030000 sec): 3 clusters
  Score: Raw -225280.189369 + Penalty 2525.322541 = -222754.866827
  nChanged 2
		SP:Iteration 51Q (6288.040000 sec): 3 clusters
  Score: Raw -225281.320701 + Penalty 2525.322541 = -222755.998159
  nChanged 4
		SP:Iteration 52Q (6288.050000 sec): 3 clusters
  Score: Raw -225283.340367 + Penalty 2525.322541 = -222758.017826
  nChanged 2
		SP:Iteration 53Q (6288.050000 sec): 3 clusters
  Score: Raw -225284.749274 + Penalty 2525.322541 = -222759.426733
  nChanged 4
		SP:Iteration 54Q (6288.050000 sec): 3 clusters
  Score: Raw -225286.898785 + Penalty 2525.322541 = -222761.576244
  nChanged 3
		SP:Iteration 55Q (6288.060000 sec): 3 clusters
  Score: Raw -225292.811572 + Penalty 2525.322541 = -222767.489031
  nChanged 7
		SP:Iteration 56Q (6288.070000 sec): 3 clusters
  Score: Raw -225307.710467 + Penalty 2525.322541 = -222782.387926
  nChanged 11
		SP:Iteration 57Q (6288.070000 sec): 3 clusters
  Score: Raw -225328.197062 + Penalty 2525.322541 = -222802.874520
  nChanged 10
		SP:Iteration 58Q (6288.070000 sec): 3 clusters
  Score: Raw -225341.795203 + Penalty 2525.322541 = -222816.472661
  nChanged 9
		SP:Iteration 59Q (6288.080000 sec): 3 clusters
  Score: Raw -225357.105862 + Penalty 2525.322541 = -222831.783321
  nChanged 10
		SP:Iteration 60F (6288.090000 sec): 3 clusters
  Score: Raw -225379.581541 + Penalty 2525.322541 = -222854.259000
  nChanged 11
		SP:Iteration 61Q (6288.090000 sec): 3 clusters
  Score: Raw -225398.090608 + Penalty 2525.322541 = -222872.768066
  nChanged 11
		SP:Iteration 62Q (6288.090000 sec): 3 clusters
  Score: Raw -225417.759022 + Penalty 2525.322541 = -222892.436481
  nChanged 11
		SP:Iteration 63Q (6288.100000 sec): 3 clusters
  Score: Raw -225428.697165 + Penalty 2525.322541 = -222903.374623
  nChanged 6
		SP:Iteration 64Q (6288.110000 sec): 3 clusters
  Score: Raw -225436.360899 + Penalty 2525.322541 = -222911.038357
  nChanged 4
		SP:Iteration 65Q (6288.110000 sec): 3 clusters
  Score: Raw -225446.565860 + Penalty 2525.322541 = -222921.243318
  nChanged 11
		SP:Iteration 66Q (6288.110000 sec): 3 clusters
  Score: Raw -225483.792422 + Penalty 2525.322541 = -222958.469881
  nChanged 18
		SP:Iteration 67Q (6288.120000 sec): 3 clusters
  Score: Raw -225530.954082 + Penalty 2525.322541 = -223005.631541
  nChanged 20
		SP:Iteration 68Q (6288.120000 sec): 3 clusters
  Score: Raw -225565.210490 + Penalty 2525.322541 = -223039.887949
  nChanged 12
		SP:Iteration 69Q (6288.130000 sec): 3 clusters
  Score: Raw -225582.370145 + Penalty 2525.322541 = -223057.047604
  nChanged 9
		SP:Iteration 70Q (6288.130000 sec): 3 clusters
  Score: Raw -225596.692218 + Penalty 2525.322541 = -223071.369677
  nChanged 9
		SP:Iteration 71Q (6288.140000 sec): 3 clusters
  Score: Raw -225612.342315 + Penalty 2525.322541 = -223087.019774
  nChanged 8
		SP:Iteration 72Q (6288.140000 sec): 3 clusters
  Score: Raw -225619.813712 + Penalty 2525.322541 = -223094.491170
  nChanged 5
		SP:Iteration 73Q (6288.150000 sec): 3 clusters
  Score: Raw -225624.625389 + Penalty 2525.322541 = -223099.302848
  nChanged 1
		SP:Iteration 74Q (6288.150000 sec): 3 clusters
  Score: Raw -225625.345751 + Penalty 2525.322541 = -223100.023209
  nChanged 0
		SP:Iteration 75F (6288.160000 sec): 3 clusters
  Score: Raw -225625.345751 + Penalty 2525.322541 = -223100.023209
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6288.170000 sec): 2 clusters
  Score: Raw -53346.063983 + Penalty 1024.175584 = -52321.888399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6288.170000 sec): 3 clusters
  Score: Raw -53329.292950 + Penalty 2048.351167 = -51280.941783
  nChanged 146
		SP:Iteration 1F (6288.170000 sec): 3 clusters
  Score: Raw -53696.201185 + Penalty 2048.351167 = -51647.850018
  nChanged 53
		SP:Iteration 2F (6288.170000 sec): 3 clusters
  Score: Raw -53952.902553 + Penalty 2048.351167 = -51904.551386
  nChanged 40
		SP:Iteration 3F (6288.170000 sec): 3 clusters
  Score: Raw -54176.539942 + Penalty 2048.351167 = -52128.188775
  nChanged 27
		SP:Iteration 4Q (6288.170000 sec): 3 clusters
  Score: Raw -54403.116562 + Penalty 2048.351167 = -52354.765395
  nChanged 16
		SP:Iteration 5Q (6288.180000 sec): 3 clusters
  Score: Raw -54585.041877 + Penalty 2048.351167 = -52536.690710
  nChanged 6
		SP:Iteration 6Q (6288.180000 sec): 3 clusters
  Score: Raw -54598.440608 + Penalty 2048.351167 = -52550.089441
  nChanged 4
		SP:Iteration 7Q (6288.180000 sec): 3 clusters
  Score: Raw -54619.415416 + Penalty 2048.351167 = -52571.064249
  nChanged 5
		SP:Iteration 8Q (6288.180000 sec): 3 clusters
  Score: Raw -54631.343718 + Penalty 2048.351167 = -52582.992550
  nChanged 4
		SP:Iteration 9Q (6288.180000 sec): 3 clusters
  Score: Raw -54652.558206 + Penalty 2048.351167 = -52604.207039
  nChanged 4
		SP:Iteration 10Q (6288.180000 sec): 3 clusters
  Score: Raw -54657.341070 + Penalty 2048.351167 = -52608.989903
  nChanged 2
		SP:Iteration 11Q (6288.180000 sec): 3 clusters
  Score: Raw -54662.172955 + Penalty 2048.351167 = -52613.821788
  nChanged 0
		SP:Iteration 12F (6288.190000 sec): 3 clusters
  Score: Raw -54662.172955 + Penalty 2048.351167 = -52613.821788
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (1071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6288.200000 sec): 2 clusters
  Score: Raw -117457.305554 + Penalty 1133.656561 = -116323.648992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6288.200000 sec): 3 clusters
  Score: Raw -117122.387179 + Penalty 2267.313123 = -114855.074056
  nChanged 322
		SP:Iteration 1F (6288.200000 sec): 3 clusters
  Score: Raw -117428.309705 + Penalty 2267.313123 = -115160.996582
  nChanged 90
		SP:Iteration 2F (6288.210000 sec): 3 clusters
  Score: Raw -117529.319304 + Penalty 2267.313123 = -115262.006181
  nChanged 50
		SP:Iteration 3Q (6288.210000 sec): 3 clusters
  Score: Raw -117574.229530 + Penalty 2267.313123 = -115306.916407
  nChanged 30
		SP:Iteration 4Q (6288.210000 sec): 3 clusters
  Score: Raw -117614.504176 + Penalty 2267.313123 = -115347.191053
  nChanged 25
		SP:Iteration 5Q (6288.210000 sec): 3 clusters
  Score: Raw -117636.437557 + Penalty 2267.313123 = -115369.124434
  nChanged 16
		SP:Iteration 6Q (6288.210000 sec): 3 clusters
  Score: Raw -117652.075351 + Penalty 2267.313123 = -115384.762228
  nChanged 13
		SP:Iteration 7Q (6288.220000 sec): 3 clusters
  Score: Raw -117662.059199 + Penalty 2267.313123 = -115394.746076
  nChanged 10
		SP:Iteration 8Q (6288.220000 sec): 3 clusters
  Score: Raw -117669.866153 + Penalty 2267.313123 = -115402.553030
  nChanged 8
		SP:Iteration 9Q (6288.220000 sec): 3 clusters
  Score: Raw -117675.361283 + Penalty 2267.313123 = -115408.048160
  nChanged 3
		SP:Iteration 10Q (6288.230000 sec): 3 clusters
  Score: Raw -117678.416209 + Penalty 2267.313123 = -115411.103086
  nChanged 4
		SP:Iteration 11Q (6288.230000 sec): 3 clusters
  Score: Raw -117683.348930 + Penalty 2267.313123 = -115416.035808
  nChanged 3
		SP:Iteration 12Q (6288.230000 sec): 3 clusters
  Score: Raw -117685.857341 + Penalty 2267.313123 = -115418.544219
  nChanged 2
		SP:Iteration 13Q (6288.230000 sec): 3 clusters
  Score: Raw -117687.663773 + Penalty 2267.313123 = -115420.350650
  nChanged 2
		SP:Iteration 14Q (6288.240000 sec): 3 clusters
  Score: Raw -117689.505798 + Penalty 2267.313123 = -115422.192675
  nChanged 3
		SP:Iteration 15Q (6288.240000 sec): 3 clusters
  Score: Raw -117691.926222 + Penalty 2267.313123 = -115424.613099
  nChanged 2
		SP:Iteration 16Q (6288.240000 sec): 3 clusters
  Score: Raw -117692.658825 + Penalty 2267.313123 = -115425.345702
  nChanged 1
		SP:Iteration 17Q (6288.240000 sec): 3 clusters
  Score: Raw -117693.202291 + Penalty 2267.313123 = -115425.889168
  nChanged 1
		SP:Iteration 18Q (6288.250000 sec): 3 clusters
  Score: Raw -117693.675371 + Penalty 2267.313123 = -115426.362249
  nChanged 0
		SP:Iteration 19F (6288.250000 sec): 3 clusters
  Score: Raw -117693.675371 + Penalty 2267.313123 = -115426.362249
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6288.250000 sec): 2 clusters
  Score: Raw -13634.898358 + Penalty 803.016894 = -12831.881464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6288.250000 sec): 3 clusters
  Score: Raw -13770.182853 + Penalty 1606.033787 = -12164.149066
  nChanged 9
		SP:Iteration 1F (6288.250000 sec): 3 clusters
  Score: Raw -13809.849043 + Penalty 1606.033787 = -12203.815255
  nChanged 2
		SP:Iteration 2Q (6288.250000 sec): 3 clusters
  Score: Raw -13817.651183 + Penalty 1606.033787 = -12211.617396
  nChanged 1
		SP:Iteration 3Q (6288.250000 sec): 3 clusters
  Score: Raw -13822.118867 + Penalty 1606.033787 = -12216.085079
  nChanged 0
		SP:Iteration 4F (6288.260000 sec): 3 clusters
  Score: Raw -13822.118867 + Penalty 1606.033787 = -12216.085079
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 81 (2501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6288.270000 sec): 2 clusters
  Score: Raw -242594.585714 + Penalty 1271.472464 = -241323.113250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6288.270000 sec): 3 clusters
  Score: Raw -241476.873875 + Penalty 2542.944928 = -238933.928948
  nChanged 965
		SP:Iteration 1F (6288.280000 sec): 3 clusters
  Score: Raw -242295.564212 + Penalty 2542.944928 = -239752.619285
  nChanged 227
		SP:Iteration 2F (6288.290000 sec): 3 clusters
  Score: Raw -242525.193525 + Penalty 2542.944928 = -239982.248597
  nChanged 142
		SP:Iteration 3F (6288.290000 sec): 3 clusters
  Score: Raw -242635.598483 + Penalty 2542.944928 = -240092.653556
  nChanged 94
		SP:Iteration 4Q (6288.300000 sec): 3 clusters
  Score: Raw -242703.724479 + Penalty 2542.944928 = -240160.779551
  nChanged 75
		SP:Iteration 5Q (6288.310000 sec): 3 clusters
  Score: Raw -242745.160040 + Penalty 2542.944928 = -240202.215113
  nChanged 53
		SP:Iteration 6Q (6288.310000 sec): 3 clusters
  Score: Raw -242788.212057 + Penalty 2542.944928 = -240245.267129
  nChanged 61
		SP:Iteration 7Q (6288.320000 sec): 3 clusters
  Score: Raw -242826.325136 + Penalty 2542.944928 = -240283.380208
  nChanged 50
		SP:Iteration 8Q (6288.320000 sec): 3 clusters
  Score: Raw -242855.727132 + Penalty 2542.944928 = -240312.782205
  nChanged 49
		SP:Iteration 9Q (6288.330000 sec): 3 clusters
  Score: Raw -242884.013206 + Penalty 2542.944928 = -240341.068278
  nChanged 33
		SP:Iteration 10Q (6288.330000 sec): 3 clusters
  Score: Raw -242902.232023 + Penalty 2542.944928 = -240359.287095
  nChanged 32
		SP:Iteration 11Q (6288.340000 sec): 3 clusters
  Score: Raw -242918.599287 + Penalty 2542.944928 = -240375.654359
  nChanged 24
		SP:Iteration 12Q (6288.350000 sec): 3 clusters
  Score: Raw -242931.581348 + Penalty 2542.944928 = -240388.636420
  nChanged 28
		SP:Iteration 13Q (6288.350000 sec): 3 clusters
  Score: Raw -242950.034697 + Penalty 2542.944928 = -240407.089770
  nChanged 22
		SP:Iteration 14Q (6288.360000 sec): 3 clusters
  Score: Raw -242973.683347 + Penalty 2542.944928 = -240430.738420
  nChanged 30
		SP:Iteration 15Q (6288.370000 sec): 3 clusters
  Score: Raw -243001.135165 + Penalty 2542.944928 = -240458.190237
  nChanged 32
		SP:Iteration 16Q (6288.370000 sec): 3 clusters
  Score: Raw -243021.532195 + Penalty 2542.944928 = -240478.587267
  nChanged 29
		SP:Iteration 17Q (6288.380000 sec): 3 clusters
  Score: Raw -243034.011661 + Penalty 2542.944928 = -240491.066733
  nChanged 24
		SP:Iteration 18Q (6288.380000 sec): 3 clusters
  Score: Raw -243048.777176 + Penalty 2542.944928 = -240505.832249
  nChanged 24
		SP:Iteration 19Q (6288.390000 sec): 3 clusters
  Score: Raw -243058.291934 + Penalty 2542.944928 = -240515.347007
  nChanged 17
		SP:Iteration 20F (6288.390000 sec): 3 clusters
  Score: Raw -243065.168928 + Penalty 2542.944928 = -240522.224001
  nChanged 16
		SP:Iteration 21Q (6288.400000 sec): 3 clusters
  Score: Raw -243070.932755 + Penalty 2542.944928 = -240527.987828
  nChanged 19
		SP:Iteration 22Q (6288.410000 sec): 3 clusters
  Score: Raw -243079.470028 + Penalty 2542.944928 = -240536.525100
  nChanged 12
		SP:Iteration 23Q (6288.410000 sec): 3 clusters
  Score: Raw -243084.774370 + Penalty 2542.944928 = -240541.829442
  nChanged 12
		SP:Iteration 24Q (6288.420000 sec): 3 clusters
  Score: Raw -243091.153439 + Penalty 2542.944928 = -240548.208511
  nChanged 17
		SP:Iteration 25Q (6288.430000 sec): 3 clusters
  Score: Raw -243097.739539 + Penalty 2542.944928 = -240554.794612
  nChanged 12
		SP:Iteration 26Q (6288.430000 sec): 3 clusters
  Score: Raw -243102.956561 + Penalty 2542.944928 = -240560.011634
  nChanged 13
		SP:Iteration 27Q (6288.440000 sec): 3 clusters
  Score: Raw -243109.279569 + Penalty 2542.944928 = -240566.334641
  nChanged 12
		SP:Iteration 28Q (6288.440000 sec): 3 clusters
  Score: Raw -243115.832445 + Penalty 2542.944928 = -240572.887518
  nChanged 11
		SP:Iteration 29Q (6288.450000 sec): 3 clusters
  Score: Raw -243120.828840 + Penalty 2542.944928 = -240577.883912
  nChanged 10
		SP:Iteration 30Q (6288.450000 sec): 3 clusters
  Score: Raw -243126.070252 + Penalty 2542.944928 = -240583.125325
  nChanged 14
		SP:Iteration 31Q (6288.460000 sec): 3 clusters
  Score: Raw -243137.914628 + Penalty 2542.944928 = -240594.969700
  nChanged 21
		SP:Iteration 32Q (6288.470000 sec): 3 clusters
  Score: Raw -243164.056519 + Penalty 2542.944928 = -240621.111592
  nChanged 24
		SP:Iteration 33Q (6288.470000 sec): 3 clusters
  Score: Raw -243197.254910 + Penalty 2542.944928 = -240654.309982
  nChanged 35
		SP:Iteration 34Q (6288.480000 sec): 3 clusters
  Score: Raw -243226.867267 + Penalty 2542.944928 = -240683.922339
  nChanged 33
		SP:Iteration 35Q (6288.490000 sec): 3 clusters
  Score: Raw -243251.956524 + Penalty 2542.944928 = -240709.011597
  nChanged 23
		SP:Iteration 36Q (6288.490000 sec): 3 clusters
  Score: Raw -243270.623411 + Penalty 2542.944928 = -240727.678483
  nChanged 19
		SP:Iteration 37Q (6288.490000 sec): 3 clusters
  Score: Raw -243279.852720 + Penalty 2542.944928 = -240736.907792
  nChanged 12
		SP:Iteration 38Q (6288.500000 sec): 3 clusters
  Score: Raw -243285.214705 + Penalty 2542.944928 = -240742.269778
  nChanged 10
		SP:Iteration 39Q (6288.510000 sec): 3 clusters
  Score: Raw -243289.738027 + Penalty 2542.944928 = -240746.793100
  nChanged 9
		SP:Iteration 40F (6288.510000 sec): 3 clusters
  Score: Raw -243296.770658 + Penalty 2542.944928 = -240753.825731
  nChanged 7
		SP:Iteration 41Q (6288.520000 sec): 3 clusters
  Score: Raw -243303.599977 + Penalty 2542.944928 = -240760.655050
  nChanged 8
		SP:Iteration 42Q (6288.530000 sec): 3 clusters
  Score: Raw -243310.868987 + Penalty 2542.944928 = -240767.924059
  nChanged 9
		SP:Iteration 43Q (6288.530000 sec): 3 clusters
  Score: Raw -243315.652037 + Penalty 2542.944928 = -240772.707109
  nChanged 5
		SP:Iteration 44Q (6288.540000 sec): 3 clusters
  Score: Raw -243320.466344 + Penalty 2542.944928 = -240777.521417
  nChanged 7
		SP:Iteration 45Q (6288.540000 sec): 3 clusters
  Score: Raw -243323.122520 + Penalty 2542.944928 = -240780.177592
  nChanged 8
		SP:Iteration 46Q (6288.550000 sec): 3 clusters
  Score: Raw -243326.595833 + Penalty 2542.944928 = -240783.650905
  nChanged 5
		SP:Iteration 47Q (6288.550000 sec): 3 clusters
  Score: Raw -243328.690907 + Penalty 2542.944928 = -240785.745980
  nChanged 6
		SP:Iteration 48Q (6288.560000 sec): 3 clusters
  Score: Raw -243332.283318 + Penalty 2542.944928 = -240789.338390
  nChanged 9
		SP:Iteration 49Q (6288.570000 sec): 3 clusters
  Score: Raw -243337.255579 + Penalty 2542.944928 = -240794.310652
  nChanged 11
		SP:Iteration 50Q (6288.570000 sec): 3 clusters
  Score: Raw -243344.336764 + Penalty 2542.944928 = -240801.391837
  nChanged 13
		SP:Iteration 51Q (6288.580000 sec): 3 clusters
  Score: Raw -243354.857006 + Penalty 2542.944928 = -240811.912078
  nChanged 11
		SP:Iteration 52Q (6288.580000 sec): 3 clusters
  Score: Raw -243362.156297 + Penalty 2542.944928 = -240819.211370
  nChanged 12
		SP:Iteration 53Q (6288.590000 sec): 3 clusters
  Score: Raw -243367.823451 + Penalty 2542.944928 = -240824.878523
  nChanged 9
		SP:Iteration 54Q (6288.590000 sec): 3 clusters
  Score: Raw -243371.552540 + Penalty 2542.944928 = -240828.607613
  nChanged 7
		SP:Iteration 55Q (6288.600000 sec): 3 clusters
  Score: Raw -243374.400989 + Penalty 2542.944928 = -240831.456062
  nChanged 6
		SP:Iteration 56Q (6288.610000 sec): 3 clusters
  Score: Raw -243378.695198 + Penalty 2542.944928 = -240835.750270
  nChanged 7
		SP:Iteration 57Q (6288.610000 sec): 3 clusters
  Score: Raw -243381.286585 + Penalty 2542.944928 = -240838.341657
  nChanged 4
		SP:Iteration 58Q (6288.610000 sec): 3 clusters
  Score: Raw -243384.006189 + Penalty 2542.944928 = -240841.061262
  nChanged 5
		SP:Iteration 59Q (6288.620000 sec): 3 clusters
  Score: Raw -243387.628978 + Penalty 2542.944928 = -240844.684050
  nChanged 5
		SP:Iteration 60F (6288.630000 sec): 3 clusters
  Score: Raw -243390.786222 + Penalty 2542.944928 = -240847.841294
  nChanged 5
		SP:Iteration 61Q (6288.630000 sec): 3 clusters
  Score: Raw -243392.431773 + Penalty 2542.944928 = -240849.486845
  nChanged 6
		SP:Iteration 62Q (6288.640000 sec): 3 clusters
  Score: Raw -243396.470975 + Penalty 2542.944928 = -240853.526048
  nChanged 5
		SP:Iteration 63Q (6288.650000 sec): 3 clusters
  Score: Raw -243399.895743 + Penalty 2542.944928 = -240856.950815
  nChanged 11
		SP:Iteration 64Q (6288.650000 sec): 3 clusters
  Score: Raw -243404.979078 + Penalty 2542.944928 = -240862.034150
  nChanged 7
		SP:Iteration 65Q (6288.650000 sec): 3 clusters
  Score: Raw -243409.956593 + Penalty 2542.944928 = -240867.011666
  nChanged 10
		SP:Iteration 66Q (6288.660000 sec): 3 clusters
  Score: Raw -243415.590476 + Penalty 2542.944928 = -240872.645548
  nChanged 9
		SP:Iteration 67Q (6288.670000 sec): 3 clusters
  Score: Raw -243422.102006 + Penalty 2542.944928 = -240879.157079
  nChanged 7
		SP:Iteration 68Q (6288.670000 sec): 3 clusters
  Score: Raw -243424.929485 + Penalty 2542.944928 = -240881.984558
  nChanged 6
		SP:Iteration 69Q (6288.680000 sec): 3 clusters
  Score: Raw -243427.524006 + Penalty 2542.944928 = -240884.579079
  nChanged 4
		SP:Iteration 70Q (6288.680000 sec): 3 clusters
  Score: Raw -243429.161445 + Penalty 2542.944928 = -240886.216517
  nChanged 4
		SP:Iteration 71Q (6288.690000 sec): 3 clusters
  Score: Raw -243431.479717 + Penalty 2542.944928 = -240888.534789
  nChanged 2
		SP:Iteration 72Q (6288.690000 sec): 3 clusters
  Score: Raw -243432.451801 + Penalty 2542.944928 = -240889.506874
  nChanged 3
		SP:Iteration 73Q (6288.700000 sec): 3 clusters
  Score: Raw -243433.800107 + Penalty 2542.944928 = -240890.855179
  nChanged 0
		SP:Iteration 74F (6288.710000 sec): 3 clusters
  Score: Raw -243433.800107 + Penalty 2542.944928 = -240890.855179
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 82 (3894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6288.720000 sec): 2 clusters
  Score: Raw -439211.939678 + Penalty 1343.418730 = -437868.520947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6288.730000 sec): 3 clusters
  Score: Raw -437229.383272 + Penalty 2686.837460 = -434542.545811
  nChanged 1582
		SP:Iteration 1F (6288.740000 sec): 3 clusters
  Score: Raw -438169.873310 + Penalty 2686.837460 = -435483.035849
  nChanged 332
		SP:Iteration 2F (6288.750000 sec): 3 clusters
  Score: Raw -438371.984653 + Penalty 2686.837460 = -435685.147193
  nChanged 227
		SP:Iteration 3F (6288.760000 sec): 3 clusters
  Score: Raw -438486.376568 + Penalty 2686.837460 = -435799.539108
  nChanged 160
		SP:Iteration 4Q (6288.770000 sec): 3 clusters
  Score: Raw -438566.862989 + Penalty 2686.837460 = -435880.025529
  nChanged 121
		SP:Iteration 5Q (6288.780000 sec): 3 clusters
  Score: Raw -438622.534054 + Penalty 2686.837460 = -435935.696594
  nChanged 89
		SP:Iteration 6Q (6288.790000 sec): 3 clusters
  Score: Raw -438661.218681 + Penalty 2686.837460 = -435974.381221
  nChanged 71
		SP:Iteration 7Q (6288.800000 sec): 3 clusters
  Score: Raw -438693.414242 + Penalty 2686.837460 = -436006.576781
  nChanged 60
		SP:Iteration 8Q (6288.810000 sec): 3 clusters
  Score: Raw -438718.564649 + Penalty 2686.837460 = -436031.727188
  nChanged 61
		SP:Iteration 9Q (6288.820000 sec): 3 clusters
  Score: Raw -438740.797019 + Penalty 2686.837460 = -436053.959558
  nChanged 54
		SP:Iteration 10Q (6288.830000 sec): 3 clusters
  Score: Raw -438760.850745 + Penalty 2686.837460 = -436074.013285
  nChanged 51
		SP:Iteration 11Q (6288.840000 sec): 3 clusters
  Score: Raw -438780.204913 + Penalty 2686.837460 = -436093.367453
  nChanged 45
		SP:Iteration 12Q (6288.850000 sec): 3 clusters
  Score: Raw -438798.916886 + Penalty 2686.837460 = -436112.079425
  nChanged 38
		SP:Iteration 13Q (6288.860000 sec): 3 clusters
  Score: Raw -438812.171505 + Penalty 2686.837460 = -436125.334045
  nChanged 29
		SP:Iteration 14Q (6288.870000 sec): 3 clusters
  Score: Raw -438818.905106 + Penalty 2686.837460 = -436132.067645
  nChanged 26
		SP:Iteration 15Q (6288.880000 sec): 3 clusters
  Score: Raw -438825.966878 + Penalty 2686.837460 = -436139.129418
  nChanged 22
		SP:Iteration 16Q (6288.890000 sec): 3 clusters
  Score: Raw -438833.191985 + Penalty 2686.837460 = -436146.354525
  nChanged 24
		SP:Iteration 17Q (6288.900000 sec): 3 clusters
  Score: Raw -438840.273299 + Penalty 2686.837460 = -436153.435839
  nChanged 20
		SP:Iteration 18Q (6288.910000 sec): 3 clusters
  Score: Raw -438845.227697 + Penalty 2686.837460 = -436158.390237
  nChanged 22
		SP:Iteration 19Q (6288.920000 sec): 3 clusters
  Score: Raw -438853.704846 + Penalty 2686.837460 = -436166.867385
  nChanged 23
		SP:Iteration 20F (6288.930000 sec): 3 clusters
  Score: Raw -438861.767334 + Penalty 2686.837460 = -436174.929873
  nChanged 36
		SP:Iteration 21Q (6288.940000 sec): 3 clusters
  Score: Raw -438875.301487 + Penalty 2686.837460 = -436188.464027
  nChanged 37
		SP:Iteration 22Q (6288.950000 sec): 3 clusters
  Score: Raw -438888.144423 + Penalty 2686.837460 = -436201.306962
  nChanged 39
		SP:Iteration 23Q (6288.960000 sec): 3 clusters
  Score: Raw -438900.219803 + Penalty 2686.837460 = -436213.382342
  nChanged 34
		SP:Iteration 24Q (6288.970000 sec): 3 clusters
  Score: Raw -438911.651667 + Penalty 2686.837460 = -436224.814206
  nChanged 36
		SP:Iteration 25Q (6288.980000 sec): 3 clusters
  Score: Raw -438924.152880 + Penalty 2686.837460 = -436237.315419
  nChanged 38
		SP:Iteration 26Q (6288.990000 sec): 3 clusters
  Score: Raw -438935.696467 + Penalty 2686.837460 = -436248.859006
  nChanged 46
		SP:Iteration 27Q (6289.000000 sec): 3 clusters
  Score: Raw -438952.528914 + Penalty 2686.837460 = -436265.691453
  nChanged 45
		SP:Iteration 28Q (6289.010000 sec): 3 clusters
  Score: Raw -438975.138711 + Penalty 2686.837460 = -436288.301250
  nChanged 47
		SP:Iteration 29Q (6289.020000 sec): 3 clusters
  Score: Raw -438995.940012 + Penalty 2686.837460 = -436309.102551
  nChanged 41
		SP:Iteration 30Q (6289.030000 sec): 3 clusters
  Score: Raw -439014.547953 + Penalty 2686.837460 = -436327.710492
  nChanged 50
		SP:Iteration 31Q (6289.040000 sec): 3 clusters
  Score: Raw -439037.250034 + Penalty 2686.837460 = -436350.412574
  nChanged 47
		SP:Iteration 32Q (6289.050000 sec): 3 clusters
  Score: Raw -439057.511264 + Penalty 2686.837460 = -436370.673803
  nChanged 52
		SP:Iteration 33Q (6289.050000 sec): 3 clusters
  Score: Raw -439080.808471 + Penalty 2686.837460 = -436393.971011
  nChanged 52
		SP:Iteration 34Q (6289.070000 sec): 3 clusters
  Score: Raw -439104.993534 + Penalty 2686.837460 = -436418.156074
  nChanged 45
		SP:Iteration 35Q (6289.070000 sec): 3 clusters
  Score: Raw -439128.864714 + Penalty 2686.837460 = -436442.027253
  nChanged 55
		SP:Iteration 36Q (6289.080000 sec): 3 clusters
  Score: Raw -439155.435840 + Penalty 2686.837460 = -436468.598379
  nChanged 52
		SP:Iteration 37Q (6289.090000 sec): 3 clusters
  Score: Raw -439178.720516 + Penalty 2686.837460 = -436491.883056
  nChanged 39
		SP:Iteration 38Q (6289.100000 sec): 3 clusters
  Score: Raw -439197.453857 + Penalty 2686.837460 = -436510.616396
  nChanged 35
		SP:Iteration 39Q (6289.110000 sec): 3 clusters
  Score: Raw -439213.215918 + Penalty 2686.837460 = -436526.378458
  nChanged 38
		SP:Iteration 40F (6289.120000 sec): 3 clusters
  Score: Raw -439229.835221 + Penalty 2686.837460 = -436542.997761
  nChanged 34
		SP:Iteration 41Q (6289.130000 sec): 3 clusters
  Score: Raw -439243.830425 + Penalty 2686.837460 = -436556.992965
  nChanged 23
		SP:Iteration 42Q (6289.140000 sec): 3 clusters
  Score: Raw -439254.543003 + Penalty 2686.837460 = -436567.705542
  nChanged 20
		SP:Iteration 43Q (6289.150000 sec): 3 clusters
  Score: Raw -439262.855912 + Penalty 2686.837460 = -436576.018451
  nChanged 17
		SP:Iteration 44Q (6289.160000 sec): 3 clusters
  Score: Raw -439271.551063 + Penalty 2686.837460 = -436584.713602
  nChanged 17
		SP:Iteration 45Q (6289.170000 sec): 3 clusters
  Score: Raw -439279.183717 + Penalty 2686.837460 = -436592.346257
  nChanged 19
		SP:Iteration 46Q (6289.170000 sec): 3 clusters
  Score: Raw -439285.810440 + Penalty 2686.837460 = -436598.972980
  nChanged 14
		SP:Iteration 47Q (6289.180000 sec): 3 clusters
  Score: Raw -439293.271497 + Penalty 2686.837460 = -436606.434037
  nChanged 17
		SP:Iteration 48Q (6289.190000 sec): 3 clusters
  Score: Raw -439302.723376 + Penalty 2686.837460 = -436615.885916
  nChanged 19
		SP:Iteration 49Q (6289.200000 sec): 3 clusters
  Score: Raw -439310.936775 + Penalty 2686.837460 = -436624.099315
  nChanged 22
		SP:Iteration 50Q (6289.210000 sec): 3 clusters
  Score: Raw -439321.266852 + Penalty 2686.837460 = -436634.429392
  nChanged 17
		SP:Iteration 51Q (6289.220000 sec): 3 clusters
  Score: Raw -439331.732924 + Penalty 2686.837460 = -436644.895463
  nChanged 17
		SP:Iteration 52Q (6289.230000 sec): 3 clusters
  Score: Raw -439342.996550 + Penalty 2686.837460 = -436656.159089
  nChanged 24
		SP:Iteration 53Q (6289.230000 sec): 3 clusters
  Score: Raw -439357.238817 + Penalty 2686.837460 = -436670.401356
  nChanged 23
		SP:Iteration 54Q (6289.240000 sec): 3 clusters
  Score: Raw -439367.393875 + Penalty 2686.837460 = -436680.556415
  nChanged 15
		SP:Iteration 55Q (6289.250000 sec): 3 clusters
  Score: Raw -439374.155494 + Penalty 2686.837460 = -436687.318033
  nChanged 11
		SP:Iteration 56Q (6289.260000 sec): 3 clusters
  Score: Raw -439379.925034 + Penalty 2686.837460 = -436693.087574
  nChanged 11
		SP:Iteration 57Q (6289.270000 sec): 3 clusters
  Score: Raw -439385.638232 + Penalty 2686.837460 = -436698.800772
  nChanged 6
		SP:Iteration 58Q (6289.280000 sec): 3 clusters
  Score: Raw -439389.467897 + Penalty 2686.837460 = -436702.630437
  nChanged 10
		SP:Iteration 59Q (6289.290000 sec): 3 clusters
  Score: Raw -439393.752215 + Penalty 2686.837460 = -436706.914755
  nChanged 7
		SP:Iteration 60F (6289.290000 sec): 3 clusters
  Score: Raw -439396.370204 + Penalty 2686.837460 = -436709.532744
  nChanged 6
		SP:Iteration 61Q (6289.300000 sec): 3 clusters
  Score: Raw -439398.764928 + Penalty 2686.837460 = -436711.927467
  nChanged 6
		SP:Iteration 62Q (6289.310000 sec): 3 clusters
  Score: Raw -439401.058485 + Penalty 2686.837460 = -436714.221025
  nChanged 2
		SP:Iteration 63Q (6289.320000 sec): 3 clusters
  Score: Raw -439401.608870 + Penalty 2686.837460 = -436714.771409
  nChanged 2
		SP:Iteration 64Q (6289.330000 sec): 3 clusters
  Score: Raw -439402.177155 + Penalty 2686.837460 = -436715.339695
  nChanged 3
		SP:Iteration 65Q (6289.340000 sec): 3 clusters
  Score: Raw -439404.153214 + Penalty 2686.837460 = -436717.315753
  nChanged 4
		SP:Iteration 66Q (6289.350000 sec): 3 clusters
  Score: Raw -439405.418492 + Penalty 2686.837460 = -436718.581032
  nChanged 1
		SP:Iteration 67Q (6289.350000 sec): 3 clusters
  Score: Raw -439405.844927 + Penalty 2686.837460 = -436719.007467
  nChanged 0
		SP:Iteration 68F (6289.360000 sec): 3 clusters
  Score: Raw -439405.844927 + Penalty 2686.837460 = -436719.007467
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 83 (401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6289.370000 sec): 2 clusters
  Score: Raw -34964.950599 + Penalty 974.018732 = -33990.931867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6289.370000 sec): 3 clusters
  Score: Raw -34976.504594 + Penalty 1948.037464 = -33028.467130
  nChanged 108
		SP:Iteration 1F (6289.370000 sec): 3 clusters
  Score: Raw -35340.618274 + Penalty 1948.037464 = -33392.580810
  nChanged 49
		SP:Iteration 2F (6289.370000 sec): 3 clusters
  Score: Raw -35664.146307 + Penalty 1948.037464 = -33716.108843
  nChanged 28
		SP:Iteration 3F (6289.370000 sec): 3 clusters
  Score: Raw -35880.012002 + Penalty 1948.037464 = -33931.974538
  nChanged 17
		SP:Iteration 4Q (6289.370000 sec): 3 clusters
  Score: Raw -36083.250323 + Penalty 1948.037464 = -34135.212859
  nChanged 12
		SP:Iteration 5Q (6289.370000 sec): 3 clusters
  Score: Raw -36203.438184 + Penalty 1948.037464 = -34255.400720
  nChanged 5
		SP:Iteration 6Q (6289.380000 sec): 3 clusters
  Score: Raw -36296.283350 + Penalty 1948.037464 = -34348.245887
  nChanged 6
		SP:Iteration 7Q (6289.380000 sec): 3 clusters
  Score: Raw -36350.270106 + Penalty 1948.037464 = -34402.232642
  nChanged 1
		SP:Iteration 8Q (6289.380000 sec): 3 clusters
  Score: Raw -36370.804789 + Penalty 1948.037464 = -34422.767325
  nChanged 1
		SP:Iteration 9Q (6289.380000 sec): 3 clusters
  Score: Raw -36386.959948 + Penalty 1948.037464 = -34438.922484
  nChanged 1
		SP:Iteration 10Q (6289.380000 sec): 3 clusters
  Score: Raw -36414.766753 + Penalty 1948.037464 = -34466.729289
  nChanged 1
		SP:Iteration 11Q (6289.380000 sec): 3 clusters
  Score: Raw -36479.395318 + Penalty 1948.037464 = -34531.357854
  nChanged 1
		SP:Iteration 12Q (6289.380000 sec): 3 clusters
  Score: Raw -36570.300384 + Penalty 1948.037464 = -34622.262920
  nChanged 1
		SP:Iteration 13Q (6289.380000 sec): 3 clusters
  Score: Raw -36576.499026 + Penalty 1948.037464 = -34628.461562
  nChanged 0
		SP:Iteration 14F (6289.380000 sec): 3 clusters
  Score: Raw -36576.499026 + Penalty 1948.037464 = -34628.461562
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 84 (17794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6289.450000 sec): 2 clusters
  Score: Raw -2067767.898845 + Penalty 1590.325198 = -2066177.573648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6289.490000 sec): 3 clusters
  Score: Raw -2057168.955963 + Penalty 3180.650395 = -2053988.305568
  nChanged 8025
		SP:Iteration 1F (6289.540000 sec): 3 clusters
  Score: Raw -2061605.824559 + Penalty 3180.650395 = -2058425.174164
  nChanged 993
		SP:Iteration 2F (6289.590000 sec): 3 clusters
  Score: Raw -2062041.444105 + Penalty 3180.650395 = -2058860.793710
  nChanged 1014
		SP:Iteration 3F (6289.630000 sec): 3 clusters
  Score: Raw -2062541.049036 + Penalty 3180.650395 = -2059360.398641
  nChanged 1051
		SP:Iteration 4F (6289.680000 sec): 3 clusters
  Score: Raw -2063139.027963 + Penalty 3180.650395 = -2059958.377568
  nChanged 1141
		SP:Iteration 5F (6289.730000 sec): 3 clusters
  Score: Raw -2063843.992323 + Penalty 3180.650395 = -2060663.341928
  nChanged 1113
		SP:Iteration 6F (6289.770000 sec): 3 clusters
  Score: Raw -2064538.970808 + Penalty 3180.650395 = -2061358.320412
  nChanged 1063
		SP:Iteration 7F (6289.820000 sec): 3 clusters
  Score: Raw -2065238.868900 + Penalty 3180.650395 = -2062058.218505
  nChanged 1008
		SP:Iteration 8F (6289.860000 sec): 3 clusters
  Score: Raw -2065898.577645 + Penalty 3180.650395 = -2062717.927250
  nChanged 860
		SP:Iteration 9Q (6289.910000 sec): 3 clusters
  Score: Raw -2066420.922772 + Penalty 3180.650395 = -2063240.272377
  nChanged 670
		SP:Iteration 10Q (6289.960000 sec): 3 clusters
  Score: Raw -2066818.921478 + Penalty 3180.650395 = -2063638.271082
  nChanged 539
		SP:Iteration 11Q (6290.000000 sec): 3 clusters
  Score: Raw -2067132.803164 + Penalty 3180.650395 = -2063952.152768
  nChanged 446
		SP:Iteration 12Q (6290.050000 sec): 3 clusters
  Score: Raw -2067396.574564 + Penalty 3180.650395 = -2064215.924169
  nChanged 362
		SP:Iteration 13Q (6290.100000 sec): 3 clusters
  Score: Raw -2067588.697525 + Penalty 3180.650395 = -2064408.047130
  nChanged 318
		SP:Iteration 14Q (6290.140000 sec): 3 clusters
  Score: Raw -2067759.202587 + Penalty 3180.650395 = -2064578.552192
  nChanged 258
		SP:Iteration 15Q (6290.190000 sec): 3 clusters
  Score: Raw -2067900.819297 + Penalty 3180.650395 = -2064720.168901
  nChanged 174
		SP:Iteration 16Q (6290.230000 sec): 3 clusters
  Score: Raw -2068008.535686 + Penalty 3180.650395 = -2064827.885291
  nChanged 162
		SP:Iteration 17Q (6290.280000 sec): 3 clusters
  Score: Raw -2068102.412862 + Penalty 3180.650395 = -2064921.762467
  nChanged 113
		SP:Iteration 18Q (6290.330000 sec): 3 clusters
  Score: Raw -2068168.296741 + Penalty 3180.650395 = -2064987.646346
  nChanged 78
		SP:Iteration 19Q (6290.370000 sec): 3 clusters
  Score: Raw -2068211.663449 + Penalty 3180.650395 = -2065031.013054
  nChanged 48
		SP:Iteration 20F (6290.410000 sec): 3 clusters
  Score: Raw -2068235.895501 + Penalty 3180.650395 = -2065055.245106
  nChanged 36
		SP:Iteration 21Q (6290.460000 sec): 3 clusters
  Score: Raw -2068252.798831 + Penalty 3180.650395 = -2065072.148436
  nChanged 32
		SP:Iteration 22Q (6290.500000 sec): 3 clusters
  Score: Raw -2068270.515526 + Penalty 3180.650395 = -2065089.865131
  nChanged 25
		SP:Iteration 23Q (6290.540000 sec): 3 clusters
  Score: Raw -2068282.004805 + Penalty 3180.650395 = -2065101.354410
  nChanged 21
		SP:Iteration 24Q (6290.580000 sec): 3 clusters
  Score: Raw -2068289.478357 + Penalty 3180.650395 = -2065108.827961
  nChanged 16
		SP:Iteration 25Q (6290.620000 sec): 3 clusters
  Score: Raw -2068294.915661 + Penalty 3180.650395 = -2065114.265266
  nChanged 10
		SP:Iteration 26Q (6290.660000 sec): 3 clusters
  Score: Raw -2068299.426132 + Penalty 3180.650395 = -2065118.775737
  nChanged 9
		SP:Iteration 27Q (6290.690000 sec): 3 clusters
  Score: Raw -2068304.328152 + Penalty 3180.650395 = -2065123.677757
  nChanged 8
		SP:Iteration 28Q (6290.730000 sec): 3 clusters
  Score: Raw -2068306.902568 + Penalty 3180.650395 = -2065126.252173
  nChanged 3
		SP:Iteration 29Q (6290.770000 sec): 3 clusters
  Score: Raw -2068307.657559 + Penalty 3180.650395 = -2065127.007164
  nChanged 2
		SP:Iteration 30Q (6290.810000 sec): 3 clusters
  Score: Raw -2068308.201276 + Penalty 3180.650395 = -2065127.550881
  nChanged 1
		SP:Iteration 31Q (6290.850000 sec): 3 clusters
  Score: Raw -2068308.425621 + Penalty 3180.650395 = -2065127.775226
  nChanged 1
		SP:Iteration 32Q (6290.890000 sec): 3 clusters
  Score: Raw -2068308.597744 + Penalty 3180.650395 = -2065127.947349
  nChanged 0
		SP:Iteration 33F (6290.940000 sec): 3 clusters
  Score: Raw -2068308.597744 + Penalty 3180.650395 = -2065127.947349
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 85 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6290.950000 sec): 2 clusters
  Score: Raw -120174.057568 + Penalty 1156.282096 = -119017.775472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6290.960000 sec): 3 clusters
  Score: Raw -119915.469267 + Penalty 2312.564191 = -117602.905076
  nChanged 438
		SP:Iteration 1F (6290.960000 sec): 3 clusters
  Score: Raw -120958.121553 + Penalty 2312.564191 = -118645.557362
  nChanged 181
		SP:Iteration 2F (6290.960000 sec): 3 clusters
  Score: Raw -121504.993879 + Penalty 2312.564191 = -119192.429688
  nChanged 85
		SP:Iteration 3F (6290.970000 sec): 3 clusters
  Score: Raw -121843.068123 + Penalty 2312.564191 = -119530.503932
  nChanged 51
		SP:Iteration 4Q (6290.970000 sec): 3 clusters
  Score: Raw -122015.156160 + Penalty 2312.564191 = -119702.591969
  nChanged 21
		SP:Iteration 5Q (6290.970000 sec): 3 clusters
  Score: Raw -122080.214457 + Penalty 2312.564191 = -119767.650266
  nChanged 15
		SP:Iteration 6Q (6290.970000 sec): 3 clusters
  Score: Raw -122126.506463 + Penalty 2312.564191 = -119813.942272
  nChanged 9
		SP:Iteration 7Q (6290.970000 sec): 3 clusters
  Score: Raw -122181.256094 + Penalty 2312.564191 = -119868.691903
  nChanged 13
		SP:Iteration 8Q (6290.980000 sec): 3 clusters
  Score: Raw -122239.759284 + Penalty 2312.564191 = -119927.195093
  nChanged 7
		SP:Iteration 9Q (6290.980000 sec): 3 clusters
  Score: Raw -122251.111827 + Penalty 2312.564191 = -119938.547636
  nChanged 4
		SP:Iteration 10Q (6290.980000 sec): 3 clusters
  Score: Raw -122264.501846 + Penalty 2312.564191 = -119951.937655
  nChanged 3
		SP:Iteration 11Q (6290.990000 sec): 3 clusters
  Score: Raw -122267.809024 + Penalty 2312.564191 = -119955.244833
  nChanged 3
		SP:Iteration 12Q (6290.990000 sec): 3 clusters
  Score: Raw -122269.249873 + Penalty 2312.564191 = -119956.685682
  nChanged 1
		SP:Iteration 13Q (6290.990000 sec): 3 clusters
  Score: Raw -122269.742488 + Penalty 2312.564191 = -119957.178297
  nChanged 0
		SP:Iteration 14F (6290.990000 sec): 3 clusters
  Score: Raw -122269.742488 + Penalty 2312.564191 = -119957.178297
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 86 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6291.000000 sec): 2 clusters
  Score: Raw -29695.401914 + Penalty 947.680903 = -28747.721012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6291.010000 sec): 3 clusters
  Score: Raw -29733.961540 + Penalty 1895.361805 = -27838.599735
  nChanged 94
		SP:Iteration 1F (6291.010000 sec): 3 clusters
  Score: Raw -30149.863786 + Penalty 1895.361805 = -28254.501981
  nChanged 44
		SP:Iteration 2F (6291.010000 sec): 3 clusters
  Score: Raw -30768.279104 + Penalty 1895.361805 = -28872.917299
  nChanged 23
		SP:Iteration 3F (6291.010000 sec): 3 clusters
  Score: Raw -30983.879235 + Penalty 1895.361805 = -29088.517430
  nChanged 9
		SP:Iteration 4Q (6291.010000 sec): 3 clusters
  Score: Raw -31090.037121 + Penalty 1895.361805 = -29194.675316
  nChanged 4
		SP:Iteration 5Q (6291.010000 sec): 3 clusters
  Score: Raw -31137.841579 + Penalty 1895.361805 = -29242.479773
  nChanged 6
		SP:Iteration 6Q (6291.010000 sec): 3 clusters
  Score: Raw -31234.452351 + Penalty 1895.361805 = -29339.090546
  nChanged 3
		SP:Iteration 7Q (6291.010000 sec): 3 clusters
  Score: Raw -31277.987594 + Penalty 1895.361805 = -29382.625789
  nChanged 3
		SP:Iteration 8Q (6291.010000 sec): 3 clusters
  Score: Raw -31339.081789 + Penalty 1895.361805 = -29443.719984
  nChanged 1
		SP:Iteration 9Q (6291.010000 sec): 3 clusters
  Score: Raw -31411.225314 + Penalty 1895.361805 = -29515.863509
  nChanged 1
		SP:Iteration 10Q (6291.010000 sec): 3 clusters
  Score: Raw -31426.737767 + Penalty 1895.361805 = -29531.375962
  nChanged 1
		SP:Iteration 11Q (6291.010000 sec): 3 clusters
  Score: Raw -31452.711678 + Penalty 1895.361805 = -29557.349873
  nChanged 1
		SP:Iteration 12Q (6291.010000 sec): 3 clusters
  Score: Raw -31484.439442 + Penalty 1895.361805 = -29589.077637
  nChanged 1
		SP:Iteration 13Q (6291.010000 sec): 3 clusters
  Score: Raw -31489.188256 + Penalty 1895.361805 = -29593.826451
  nChanged 2
		SP:Iteration 14Q (6291.010000 sec): 3 clusters
  Score: Raw -31504.351560 + Penalty 1895.361805 = -29608.989755
  nChanged 1
		SP:Iteration 15Q (6291.010000 sec): 3 clusters
  Score: Raw -31517.617805 + Penalty 1895.361805 = -29622.256000
  nChanged 1
		SP:Iteration 16Q (6291.010000 sec): 3 clusters
  Score: Raw -31528.883407 + Penalty 1895.361805 = -29633.521602
  nChanged 2
		SP:Iteration 17Q (6291.020000 sec): 3 clusters
  Score: Raw -31545.124882 + Penalty 1895.361805 = -29649.763077
  nChanged 1
		SP:Iteration 18Q (6291.020000 sec): 3 clusters
  Score: Raw -31556.387307 + Penalty 1895.361805 = -29661.025502
  nChanged 1
		SP:Iteration 19Q (6291.020000 sec): 3 clusters
  Score: Raw -31571.207066 + Penalty 1895.361805 = -29675.845261
  nChanged 1
		SP:Iteration 20F (6291.020000 sec): 3 clusters
  Score: Raw -31601.709856 + Penalty 1895.361805 = -29706.348051
  nChanged 3
		SP:Iteration 21Q (6291.020000 sec): 3 clusters
  Score: Raw -31656.469282 + Penalty 1895.361805 = -29761.107476
  nChanged 3
		SP:Iteration 22Q (6291.020000 sec): 3 clusters
  Score: Raw -31694.929264 + Penalty 1895.361805 = -29799.567459
  nChanged 5
		SP:Iteration 23Q (6291.020000 sec): 3 clusters
  Score: Raw -31863.989181 + Penalty 1895.361805 = -29968.627376
  nChanged 2
		SP:Iteration 24Q (6291.020000 sec): 3 clusters
  Score: Raw -32154.026391 + Penalty 1895.361805 = -30258.664586
  nChanged 1
		SP:Iteration 25Q (6291.020000 sec): 3 clusters
  Score: Raw -32156.233390 + Penalty 1895.361805 = -30260.871585
  nChanged 0
		SP:Iteration 26F (6291.020000 sec): 3 clusters
  Score: Raw -32156.233390 + Penalty 1895.361805 = -30260.871585
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Iteration 299Q (6304.480000 sec): 93 clusters
  Score: Raw -174152706.362732 + Penalty 213125.406387 = -173939580.956346
  nChanged 1655
Iteration 300F (6430.400000 sec): 93 clusters
  Score: Raw -174153599.599783 + Penalty 213125.406387 = -173940474.193396
  nChanged 1445
Iteration 301Q (6442.840000 sec): 93 clusters
  Score: Raw -174154170.198449 + Penalty 213125.406387 = -173941044.792062
  nChanged 845
Iteration 302Q (6455.300000 sec): 93 clusters
  Score: Raw -174154329.221961 + Penalty 213125.406387 = -173941203.815574
  nChanged 617
Iteration 303Q (6467.630000 sec): 93 clusters
  Score: Raw -174154425.839121 + Penalty 213125.406387 = -173941300.432734
  nChanged 477
Iteration 304Q (6479.970000 sec): 93 clusters
  Score: Raw -174154549.779385 + Penalty 213125.406387 = -173941424.372998
  nChanged 371
Iteration 305Q (6492.200000 sec): 93 clusters
  Score: Raw -174154661.588385 + Penalty 213125.406387 = -173941536.181999
  nChanged 302
Iteration 306Q (6504.440000 sec): 93 clusters
  Score: Raw -174154725.723719 + Penalty 213125.406387 = -173941600.317332
  nChanged 269
Iteration 307Q (6516.730000 sec): 93 clusters
  Score: Raw -174154774.678117 + Penalty 213125.406387 = -173941649.271730
  nChanged 224
Iteration 308Q (6528.920000 sec): 93 clusters
  Score: Raw -174154803.544884 + Penalty 213125.406387 = -173941678.138497
  nChanged 226
Iteration 309Q (6541.130000 sec): 93 clusters
  Score: Raw -174154839.600670 + Penalty 213125.406387 = -173941714.194283
  nChanged 238
Iteration 310Q (6553.290000 sec): 93 clusters
  Score: Raw -174154874.391546 + Penalty 213125.406387 = -173941748.985159
  nChanged 219
Iteration 311Q (6565.390000 sec): 93 clusters
  Score: Raw -174154919.422723 + Penalty 213125.406387 = -173941794.016336
  nChanged 192
Iteration 312Q (6577.600000 sec): 93 clusters
  Score: Raw -174154939.624913 + Penalty 213125.406387 = -173941814.218526
  nChanged 163
Iteration 313Q (6589.770000 sec): 93 clusters
  Score: Raw -174154951.776916 + Penalty 213125.406387 = -173941826.370529
  nChanged 158
Iteration 314Q (6601.930000 sec): 93 clusters
  Score: Raw -174154965.965377 + Penalty 213125.406387 = -173941840.558990
  nChanged 162
Iteration 315Q (6614.250000 sec): 93 clusters
  Score: Raw -174154974.687702 + Penalty 213125.406387 = -173941849.281315
  nChanged 147
Iteration 316Q (6626.370000 sec): 93 clusters
  Score: Raw -174154981.077294 + Penalty 213125.406387 = -173941855.670907
  nChanged 128
Iteration 317Q (6638.340000 sec): 93 clusters
  Score: Raw -174154987.203319 + Penalty 213125.406387 = -173941861.796933
  nChanged 129
Iteration 318Q (6650.450000 sec): 93 clusters
  Score: Raw -174154992.235550 + Penalty 213125.406387 = -173941866.829163
  nChanged 131
Iteration 319Q (6662.630000 sec): 93 clusters
  Score: Raw -174154997.151751 + Penalty 213125.406387 = -173941871.745364
  nChanged 126
Iteration 320F (6788.450000 sec): 93 clusters
  Score: Raw -174155014.511221 + Penalty 213125.406387 = -173941889.104834
  nChanged 101
Iteration 321Q (6801.000000 sec): 93 clusters
  Score: Raw -174155036.730352 + Penalty 213125.406387 = -173941911.323965
  nChanged 84
Iteration 322Q (6813.440000 sec): 93 clusters
  Score: Raw -174155040.668283 + Penalty 213125.406387 = -173941915.261896
  nChanged 80
Iteration 323Q (6825.980000 sec): 93 clusters
  Score: Raw -174155044.095197 + Penalty 213125.406387 = -173941918.688810
  nChanged 91
Iteration 324Q (6838.310000 sec): 93 clusters
  Score: Raw -174155046.903572 + Penalty 213125.406387 = -173941921.497185
  nChanged 87
Iteration 325Q (6850.720000 sec): 93 clusters
  Score: Raw -174155049.592573 + Penalty 213125.406387 = -173941924.186186
  nChanged 83
Iteration 326Q (6862.990000 sec): 93 clusters
  Score: Raw -174155051.662884 + Penalty 213125.406387 = -173941926.256497
  nChanged 79
Iteration 327Q (6875.420000 sec): 93 clusters
  Score: Raw -174155053.224348 + Penalty 213125.406387 = -173941927.817962
  nChanged 72
Iteration 328Q (6887.800000 sec): 93 clusters
  Score: Raw -174155054.744960 + Penalty 213125.406387 = -173941929.338573
  nChanged 61
Iteration 329Q (6900.110000 sec): 93 clusters
  Score: Raw -174155055.977542 + Penalty 213125.406387 = -173941930.571155
  nChanged 61
Iteration 330Q (6912.360000 sec): 93 clusters
  Score: Raw -174155057.080257 + Penalty 213125.406387 = -173941931.673870
  nChanged 55
Iteration 331Q (6924.530000 sec): 93 clusters
  Score: Raw -174155058.300743 + Penalty 213125.406387 = -173941932.894356
  nChanged 46
Iteration 332Q (6936.790000 sec): 93 clusters
  Score: Raw -174155059.340536 + Penalty 213125.406387 = -173941933.934149
  nChanged 30
Iteration 333Q (6949.050000 sec): 93 clusters
  Score: Raw -174155060.214515 + Penalty 213125.406387 = -173941934.808128
  nChanged 40
Iteration 334Q (6961.310000 sec): 93 clusters
  Score: Raw -174155061.133356 + Penalty 213125.406387 = -173941935.726970
  nChanged 41
Iteration 335Q (6973.780000 sec): 93 clusters
  Score: Raw -174155061.873523 + Penalty 213125.406387 = -173941936.467136
  nChanged 37
Iteration 336Q (6986.190000 sec): 93 clusters
  Score: Raw -174155062.494326 + Penalty 213125.406387 = -173941937.087939
  nChanged 32
Iteration 337Q (6998.620000 sec): 93 clusters
  Score: Raw -174155063.096255 + Penalty 213125.406387 = -173941937.689868
  nChanged 29
Iteration 338Q (7011.000000 sec): 93 clusters
  Score: Raw -174155063.887454 + Penalty 213125.406387 = -173941938.481068
  nChanged 19
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -174155063.887454 + Penalty 213125.406387 = -173941938.481068
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7011.330000 sec): 2 clusters
  Score: Raw -3165825.114687 + Penalty 1657.613600 = -3164167.501087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7011.400000 sec): 3 clusters
  Score: Raw -3149375.543360 + Penalty 3315.227199 = -3146060.316160
  nChanged 12318
		SP:Iteration 1F (7011.480000 sec): 3 clusters
  Score: Raw -3156373.154560 + Penalty 3315.227199 = -3153057.927360
  nChanged 1270
		SP:Iteration 2Q (7011.560000 sec): 3 clusters
  Score: Raw -3156814.908879 + Penalty 3315.227199 = -3153499.681680
  nChanged 1219
		SP:Iteration 3Q (7011.630000 sec): 3 clusters
  Score: Raw -3157265.027046 + Penalty 3315.227199 = -3153949.799846
  nChanged 1195
		SP:Iteration 4Q (7011.710000 sec): 3 clusters
  Score: Raw -3157760.843145 + Penalty 3315.227199 = -3154445.615946
  nChanged 1252
		SP:Iteration 5Q (7011.780000 sec): 3 clusters
  Score: Raw -3158342.244238 + Penalty 3315.227199 = -3155027.017038
  nChanged 1249
		SP:Iteration 6Q (7011.860000 sec): 3 clusters
  Score: Raw -3159000.692585 + Penalty 3315.227199 = -3155685.465386
  nChanged 1298
		SP:Iteration 7Q (7011.930000 sec): 3 clusters
  Score: Raw -3159716.647541 + Penalty 3315.227199 = -3156401.420342
  nChanged 1320
		SP:Iteration 8Q (7012.000000 sec): 3 clusters
  Score: Raw -3160544.044488 + Penalty 3315.227199 = -3157228.817289
  nChanged 1402
		SP:Iteration 9F (7012.080000 sec): 3 clusters
  Score: Raw -3161473.272137 + Penalty 3315.227199 = -3158158.044938
  nChanged 1428
		SP:Iteration 10F (7012.150000 sec): 3 clusters
  Score: Raw -3162514.973394 + Penalty 3315.227199 = -3159199.746195
  nChanged 1388
		SP:Iteration 11F (7012.220000 sec): 3 clusters
  Score: Raw -3163515.297390 + Penalty 3315.227199 = -3160200.070190
  nChanged 1207
		SP:Iteration 12Q (7012.290000 sec): 3 clusters
  Score: Raw -3164435.312234 + Penalty 3315.227199 = -3161120.085034
  nChanged 953
		SP:Iteration 13Q (7012.360000 sec): 3 clusters
  Score: Raw -3165097.761229 + Penalty 3315.227199 = -3161782.534030
  nChanged 694
		SP:Iteration 14Q (7012.420000 sec): 3 clusters
  Score: Raw -3165548.638135 + Penalty 3315.227199 = -3162233.410936
  nChanged 529
		SP:Iteration 15Q (7012.490000 sec): 3 clusters
  Score: Raw -3165873.504144 + Penalty 3315.227199 = -3162558.276945
  nChanged 454
		SP:Iteration 16Q (7012.550000 sec): 3 clusters
  Score: Raw -3166149.731575 + Penalty 3315.227199 = -3162834.504376
  nChanged 325
		SP:Iteration 17Q (7012.610000 sec): 3 clusters
  Score: Raw -3166341.213156 + Penalty 3315.227199 = -3163025.985957
  nChanged 254
		SP:Iteration 18Q (7012.660000 sec): 3 clusters
  Score: Raw -3166488.814608 + Penalty 3315.227199 = -3163173.587409
  nChanged 181
		SP:Iteration 19Q (7012.720000 sec): 3 clusters
  Score: Raw -3166583.703701 + Penalty 3315.227199 = -3163268.476502
  nChanged 145
		SP:Iteration 20F (7012.790000 sec): 3 clusters
  Score: Raw -3166640.401266 + Penalty 3315.227199 = -3163325.174067
  nChanged 115
		SP:Iteration 21Q (7012.850000 sec): 3 clusters
  Score: Raw -3166682.026945 + Penalty 3315.227199 = -3163366.799745
  nChanged 82
		SP:Iteration 22Q (7012.900000 sec): 3 clusters
  Score: Raw -3166710.048105 + Penalty 3315.227199 = -3163394.820906
  nChanged 80
		SP:Iteration 23Q (7012.960000 sec): 3 clusters
  Score: Raw -3166743.052288 + Penalty 3315.227199 = -3163427.825088
  nChanged 65
		SP:Iteration 24Q (7013.020000 sec): 3 clusters
  Score: Raw -3166763.898417 + Penalty 3315.227199 = -3163448.671218
  nChanged 48
		SP:Iteration 25Q (7013.070000 sec): 3 clusters
  Score: Raw -3166776.977388 + Penalty 3315.227199 = -3163461.750188
  nChanged 39
		SP:Iteration 26Q (7013.120000 sec): 3 clusters
  Score: Raw -3166788.879222 + Penalty 3315.227199 = -3163473.652023
  nChanged 38
		SP:Iteration 27Q (7013.180000 sec): 3 clusters
  Score: Raw -3166800.910379 + Penalty 3315.227199 = -3163485.683179
  nChanged 31
		SP:Iteration 28Q (7013.230000 sec): 3 clusters
  Score: Raw -3166810.677300 + Penalty 3315.227199 = -3163495.450100
  nChanged 29
		SP:Iteration 29Q (7013.280000 sec): 3 clusters
  Score: Raw -3166819.306012 + Penalty 3315.227199 = -3163504.078812
  nChanged 25
		SP:Iteration 30Q (7013.340000 sec): 3 clusters
  Score: Raw -3166827.412532 + Penalty 3315.227199 = -3163512.185333
  nChanged 23
		SP:Iteration 31Q (7013.390000 sec): 3 clusters
  Score: Raw -3166833.487993 + Penalty 3315.227199 = -3163518.260793
  nChanged 16
		SP:Iteration 32Q (7013.440000 sec): 3 clusters
  Score: Raw -3166836.520018 + Penalty 3315.227199 = -3163521.292819
  nChanged 8
		SP:Iteration 33Q (7013.500000 sec): 3 clusters
  Score: Raw -3166838.392718 + Penalty 3315.227199 = -3163523.165519
  nChanged 10
		SP:Iteration 34Q (7013.550000 sec): 3 clusters
  Score: Raw -3166840.456474 + Penalty 3315.227199 = -3163525.229275
  nChanged 9
		SP:Iteration 35Q (7013.610000 sec): 3 clusters
  Score: Raw -3166845.078701 + Penalty 3315.227199 = -3163529.851502
  nChanged 13
		SP:Iteration 36Q (7013.660000 sec): 3 clusters
  Score: Raw -3166848.927736 + Penalty 3315.227199 = -3163533.700537
  nChanged 16
		SP:Iteration 37Q (7013.710000 sec): 3 clusters
  Score: Raw -3166853.526309 + Penalty 3315.227199 = -3163538.299110
  nChanged 12
		SP:Iteration 38Q (7013.760000 sec): 3 clusters
  Score: Raw -3166857.601856 + Penalty 3315.227199 = -3163542.374657
  nChanged 12
		SP:Iteration 39Q (7013.820000 sec): 3 clusters
  Score: Raw -3166861.509829 + Penalty 3315.227199 = -3163546.282629
  nChanged 14
		SP:Iteration 40F (7013.890000 sec): 3 clusters
  Score: Raw -3166864.561472 + Penalty 3315.227199 = -3163549.334273
  nChanged 5
		SP:Iteration 41Q (7013.940000 sec): 3 clusters
  Score: Raw -3166866.251768 + Penalty 3315.227199 = -3163551.024569
  nChanged 6
		SP:Iteration 42Q (7013.990000 sec): 3 clusters
  Score: Raw -3166867.714001 + Penalty 3315.227199 = -3163552.486802
  nChanged 5
		SP:Iteration 43Q (7014.040000 sec): 3 clusters
  Score: Raw -3166868.300424 + Penalty 3315.227199 = -3163553.073225
  nChanged 2
		SP:Iteration 44Q (7014.100000 sec): 3 clusters
  Score: Raw -3166868.609671 + Penalty 3315.227199 = -3163553.382472
  nChanged 1
		SP:Iteration 45Q (7014.150000 sec): 3 clusters
  Score: Raw -3166868.782297 + Penalty 3315.227199 = -3163553.555098
  nChanged 0
		SP:Iteration 46F (7014.220000 sec): 3 clusters
  Score: Raw -3166868.782297 + Penalty 3315.227199 = -3163553.555098
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7014.270000 sec): 2 clusters
  Score: Raw -1108259.233723 + Penalty 1484.222234 = -1106775.011489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7014.300000 sec): 3 clusters
  Score: Raw -1103082.990005 + Penalty 2968.444468 = -1100114.545536
  nChanged 3923
		SP:Iteration 1F (7014.320000 sec): 3 clusters
  Score: Raw -1105282.876244 + Penalty 2968.444468 = -1102314.431775
  nChanged 643
		SP:Iteration 2F (7014.340000 sec): 3 clusters
  Score: Raw -1105624.163887 + Penalty 2968.444468 = -1102655.719418
  nChanged 520
		SP:Iteration 3F (7014.370000 sec): 3 clusters
  Score: Raw -1105920.104799 + Penalty 2968.444468 = -1102951.660330
  nChanged 536
		SP:Iteration 4F (7014.390000 sec): 3 clusters
  Score: Raw -1106205.465710 + Penalty 2968.444468 = -1103237.021242
  nChanged 457
		SP:Iteration 5Q (7014.410000 sec): 3 clusters
  Score: Raw -1106464.762660 + Penalty 2968.444468 = -1103496.318192
  nChanged 460
		SP:Iteration 6Q (7014.440000 sec): 3 clusters
  Score: Raw -1106743.777543 + Penalty 2968.444468 = -1103775.333075
  nChanged 503
		SP:Iteration 7F (7014.460000 sec): 3 clusters
  Score: Raw -1107062.247192 + Penalty 2968.444468 = -1104093.802724
  nChanged 458
		SP:Iteration 8Q (7014.480000 sec): 3 clusters
  Score: Raw -1107346.300023 + Penalty 2968.444468 = -1104377.855555
  nChanged 437
		SP:Iteration 9Q (7014.510000 sec): 3 clusters
  Score: Raw -1107618.444178 + Penalty 2968.444468 = -1104649.999710
  nChanged 380
		SP:Iteration 10Q (7014.530000 sec): 3 clusters
  Score: Raw -1107857.292902 + Penalty 2968.444468 = -1104888.848434
  nChanged 309
		SP:Iteration 11Q (7014.550000 sec): 3 clusters
  Score: Raw -1108049.425638 + Penalty 2968.444468 = -1105080.981169
  nChanged 253
		SP:Iteration 12Q (7014.580000 sec): 3 clusters
  Score: Raw -1108209.783422 + Penalty 2968.444468 = -1105241.338954
  nChanged 229
		SP:Iteration 13Q (7014.600000 sec): 3 clusters
  Score: Raw -1108342.992619 + Penalty 2968.444468 = -1105374.548151
  nChanged 204
		SP:Iteration 14Q (7014.620000 sec): 3 clusters
  Score: Raw -1108447.145625 + Penalty 2968.444468 = -1105478.701157
  nChanged 146
		SP:Iteration 15Q (7014.640000 sec): 3 clusters
  Score: Raw -1108531.094241 + Penalty 2968.444468 = -1105562.649773
  nChanged 143
		SP:Iteration 16Q (7014.660000 sec): 3 clusters
  Score: Raw -1108611.195734 + Penalty 2968.444468 = -1105642.751266
  nChanged 132
		SP:Iteration 17Q (7014.690000 sec): 3 clusters
  Score: Raw -1108679.558749 + Penalty 2968.444468 = -1105711.114281
  nChanged 98
		SP:Iteration 18Q (7014.710000 sec): 3 clusters
  Score: Raw -1108727.844147 + Penalty 2968.444468 = -1105759.399678
  nChanged 91
		SP:Iteration 19Q (7014.730000 sec): 3 clusters
  Score: Raw -1108770.807408 + Penalty 2968.444468 = -1105802.362940
  nChanged 77
		SP:Iteration 20F (7014.750000 sec): 3 clusters
  Score: Raw -1108804.418806 + Penalty 2968.444468 = -1105835.974337
  nChanged 65
		SP:Iteration 21Q (7014.780000 sec): 3 clusters
  Score: Raw -1108832.865279 + Penalty 2968.444468 = -1105864.420810
  nChanged 52
		SP:Iteration 22Q (7014.800000 sec): 3 clusters
  Score: Raw -1108851.891560 + Penalty 2968.444468 = -1105883.447091
  nChanged 31
		SP:Iteration 23Q (7014.820000 sec): 3 clusters
  Score: Raw -1108861.798253 + Penalty 2968.444468 = -1105893.353784
  nChanged 21
		SP:Iteration 24Q (7014.840000 sec): 3 clusters
  Score: Raw -1108868.109061 + Penalty 2968.444468 = -1105899.664593
  nChanged 21
		SP:Iteration 25Q (7014.860000 sec): 3 clusters
  Score: Raw -1108875.801434 + Penalty 2968.444468 = -1105907.356966
  nChanged 26
		SP:Iteration 26Q (7014.880000 sec): 3 clusters
  Score: Raw -1108882.735108 + Penalty 2968.444468 = -1105914.290640
  nChanged 21
		SP:Iteration 27Q (7014.900000 sec): 3 clusters
  Score: Raw -1108889.878102 + Penalty 2968.444468 = -1105921.433634
  nChanged 23
		SP:Iteration 28Q (7014.920000 sec): 3 clusters
  Score: Raw -1108898.749211 + Penalty 2968.444468 = -1105930.304743
  nChanged 23
		SP:Iteration 29Q (7014.940000 sec): 3 clusters
  Score: Raw -1108908.011130 + Penalty 2968.444468 = -1105939.566662
  nChanged 23
		SP:Iteration 30Q (7014.960000 sec): 3 clusters
  Score: Raw -1108914.403627 + Penalty 2968.444468 = -1105945.959159
  nChanged 14
		SP:Iteration 31Q (7014.990000 sec): 3 clusters
  Score: Raw -1108919.486254 + Penalty 2968.444468 = -1105951.041786
  nChanged 12
		SP:Iteration 32Q (7015.010000 sec): 3 clusters
  Score: Raw -1108923.192722 + Penalty 2968.444468 = -1105954.748254
  nChanged 14
		SP:Iteration 33Q (7015.030000 sec): 3 clusters
  Score: Raw -1108928.432258 + Penalty 2968.444468 = -1105959.987790
  nChanged 18
		SP:Iteration 34Q (7015.050000 sec): 3 clusters
  Score: Raw -1108933.039688 + Penalty 2968.444468 = -1105964.595219
  nChanged 15
		SP:Iteration 35Q (7015.070000 sec): 3 clusters
  Score: Raw -1108938.140908 + Penalty 2968.444468 = -1105969.696440
  nChanged 11
		SP:Iteration 36Q (7015.090000 sec): 3 clusters
  Score: Raw -1108941.642455 + Penalty 2968.444468 = -1105973.197987
  nChanged 11
		SP:Iteration 37Q (7015.110000 sec): 3 clusters
  Score: Raw -1108944.848042 + Penalty 2968.444468 = -1105976.403574
  nChanged 10
		SP:Iteration 38Q (7015.130000 sec): 3 clusters
  Score: Raw -1108947.659244 + Penalty 2968.444468 = -1105979.214775
  nChanged 8
		SP:Iteration 39Q (7015.150000 sec): 3 clusters
  Score: Raw -1108949.982758 + Penalty 2968.444468 = -1105981.538289
  nChanged 5
		SP:Iteration 40F (7015.170000 sec): 3 clusters
  Score: Raw -1108951.701620 + Penalty 2968.444468 = -1105983.257152
  nChanged 5
		SP:Iteration 41Q (7015.190000 sec): 3 clusters
  Score: Raw -1108955.000603 + Penalty 2968.444468 = -1105986.556135
  nChanged 9
		SP:Iteration 42Q (7015.210000 sec): 3 clusters
  Score: Raw -1108956.809817 + Penalty 2968.444468 = -1105988.365348
  nChanged 2
		SP:Iteration 43Q (7015.230000 sec): 3 clusters
  Score: Raw -1108960.195397 + Penalty 2968.444468 = -1105991.750929
  nChanged 4
		SP:Iteration 44Q (7015.250000 sec): 3 clusters
  Score: Raw -1108961.627705 + Penalty 2968.444468 = -1105993.183236
  nChanged 4
		SP:Iteration 45Q (7015.270000 sec): 3 clusters
  Score: Raw -1108962.783494 + Penalty 2968.444468 = -1105994.339026
  nChanged 2
		SP:Iteration 46Q (7015.290000 sec): 3 clusters
  Score: Raw -1108963.426044 + Penalty 2968.444468 = -1105994.981576
  nChanged 4
		SP:Iteration 47Q (7015.310000 sec): 3 clusters
  Score: Raw -1108965.098117 + Penalty 2968.444468 = -1105996.653648
  nChanged 2
		SP:Iteration 48Q (7015.330000 sec): 3 clusters
  Score: Raw -1108965.485401 + Penalty 2968.444468 = -1105997.040933
  nChanged 1
		SP:Iteration 49Q (7015.350000 sec): 3 clusters
  Score: Raw -1108965.642959 + Penalty 2968.444468 = -1105997.198490
  nChanged 1
		SP:Iteration 50Q (7015.370000 sec): 3 clusters
  Score: Raw -1108966.052312 + Penalty 2968.444468 = -1105997.607844
  nChanged 3
		SP:Iteration 51Q (7015.390000 sec): 3 clusters
  Score: Raw -1108966.688401 + Penalty 2968.444468 = -1105998.243933
  nChanged 2
		SP:Iteration 52Q (7015.410000 sec): 3 clusters
  Score: Raw -1108967.123303 + Penalty 2968.444468 = -1105998.678835
  nChanged 4
		SP:Iteration 53Q (7015.430000 sec): 3 clusters
  Score: Raw -1108968.107995 + Penalty 2968.444468 = -1105999.663527
  nChanged 4
		SP:Iteration 54Q (7015.450000 sec): 3 clusters
  Score: Raw -1108969.431970 + Penalty 2968.444468 = -1106000.987502
  nChanged 4
		SP:Iteration 55Q (7015.470000 sec): 3 clusters
  Score: Raw -1108971.334630 + Penalty 2968.444468 = -1106002.890162
  nChanged 5
		SP:Iteration 56Q (7015.490000 sec): 3 clusters
  Score: Raw -1108972.536392 + Penalty 2968.444468 = -1106004.091923
  nChanged 4
		SP:Iteration 57Q (7015.510000 sec): 3 clusters
  Score: Raw -1108973.191662 + Penalty 2968.444468 = -1106004.747194
  nChanged 2
		SP:Iteration 58Q (7015.530000 sec): 3 clusters
  Score: Raw -1108973.734162 + Penalty 2968.444468 = -1106005.289694
  nChanged 3
		SP:Iteration 59Q (7015.550000 sec): 3 clusters
  Score: Raw -1108974.136235 + Penalty 2968.444468 = -1106005.691767
  nChanged 1
		SP:Iteration 60F (7015.570000 sec): 3 clusters
  Score: Raw -1108974.511893 + Penalty 2968.444468 = -1106006.067425
  nChanged 2
		SP:Iteration 61Q (7015.590000 sec): 3 clusters
  Score: Raw -1108975.376106 + Penalty 2968.444468 = -1106006.931638
  nChanged 1
		SP:Iteration 62Q (7015.610000 sec): 3 clusters
  Score: Raw -1108975.529690 + Penalty 2968.444468 = -1106007.085222
  nChanged 0
		SP:Iteration 63F (7015.630000 sec): 3 clusters
  Score: Raw -1108975.529690 + Penalty 2968.444468 = -1106007.085222
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7015.660000 sec): 2 clusters
  Score: Raw -941213.714002 + Penalty 1462.758814 = -939750.955188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7015.680000 sec): 3 clusters
  Score: Raw -936755.980557 + Penalty 2925.517628 = -933830.462929
  nChanged 3363
		SP:Iteration 1F (7015.700000 sec): 3 clusters
  Score: Raw -938540.071234 + Penalty 2925.517628 = -935614.553606
  nChanged 526
		SP:Iteration 2F (7015.720000 sec): 3 clusters
  Score: Raw -938785.430848 + Penalty 2925.517628 = -935859.913220
  nChanged 437
		SP:Iteration 3F (7015.740000 sec): 3 clusters
  Score: Raw -939000.048741 + Penalty 2925.517628 = -936074.531113
  nChanged 375
		SP:Iteration 4Q (7015.760000 sec): 3 clusters
  Score: Raw -939198.532912 + Penalty 2925.517628 = -936273.015284
  nChanged 357
		SP:Iteration 5Q (7015.780000 sec): 3 clusters
  Score: Raw -939418.264032 + Penalty 2925.517628 = -936492.746404
  nChanged 352
		SP:Iteration 6Q (7015.810000 sec): 3 clusters
  Score: Raw -939637.420306 + Penalty 2925.517628 = -936711.902678
  nChanged 322
		SP:Iteration 7Q (7015.830000 sec): 3 clusters
  Score: Raw -939829.720628 + Penalty 2925.517628 = -936904.203000
  nChanged 302
		SP:Iteration 8Q (7015.850000 sec): 3 clusters
  Score: Raw -940010.766013 + Penalty 2925.517628 = -937085.248385
  nChanged 293
		SP:Iteration 9Q (7015.870000 sec): 3 clusters
  Score: Raw -940196.817194 + Penalty 2925.517628 = -937271.299566
  nChanged 289
		SP:Iteration 10Q (7015.890000 sec): 3 clusters
  Score: Raw -940385.651402 + Penalty 2925.517628 = -937460.133774
  nChanged 276
		SP:Iteration 11Q (7015.900000 sec): 3 clusters
  Score: Raw -940574.233436 + Penalty 2925.517628 = -937648.715808
  nChanged 245
		SP:Iteration 12Q (7015.920000 sec): 3 clusters
  Score: Raw -940754.026504 + Penalty 2925.517628 = -937828.508877
  nChanged 217
		SP:Iteration 13Q (7015.940000 sec): 3 clusters
  Score: Raw -940905.279461 + Penalty 2925.517628 = -937979.761833
  nChanged 154
		SP:Iteration 14Q (7015.960000 sec): 3 clusters
  Score: Raw -941016.664847 + Penalty 2925.517628 = -938091.147219
  nChanged 124
		SP:Iteration 15Q (7015.970000 sec): 3 clusters
  Score: Raw -941098.095604 + Penalty 2925.517628 = -938172.577977
  nChanged 95
		SP:Iteration 16Q (7015.990000 sec): 3 clusters
  Score: Raw -941165.338187 + Penalty 2925.517628 = -938239.820559
  nChanged 83
		SP:Iteration 17Q (7016.010000 sec): 3 clusters
  Score: Raw -941222.362915 + Penalty 2925.517628 = -938296.845288
  nChanged 66
		SP:Iteration 18Q (7016.030000 sec): 3 clusters
  Score: Raw -941264.470323 + Penalty 2925.517628 = -938338.952695
  nChanged 57
		SP:Iteration 19Q (7016.040000 sec): 3 clusters
  Score: Raw -941295.943662 + Penalty 2925.517628 = -938370.426034
  nChanged 30
		SP:Iteration 20F (7016.060000 sec): 3 clusters
  Score: Raw -941317.613952 + Penalty 2925.517628 = -938392.096324
  nChanged 31
		SP:Iteration 21Q (7016.080000 sec): 3 clusters
  Score: Raw -941338.415449 + Penalty 2925.517628 = -938412.897821
  nChanged 26
		SP:Iteration 22Q (7016.090000 sec): 3 clusters
  Score: Raw -941358.945250 + Penalty 2925.517628 = -938433.427622
  nChanged 20
		SP:Iteration 23Q (7016.110000 sec): 3 clusters
  Score: Raw -941373.374284 + Penalty 2925.517628 = -938447.856656
  nChanged 14
		SP:Iteration 24Q (7016.130000 sec): 3 clusters
  Score: Raw -941382.493969 + Penalty 2925.517628 = -938456.976341
  nChanged 8
		SP:Iteration 25Q (7016.140000 sec): 3 clusters
  Score: Raw -941388.298209 + Penalty 2925.517628 = -938462.780581
  nChanged 8
		SP:Iteration 26Q (7016.150000 sec): 3 clusters
  Score: Raw -941396.408332 + Penalty 2925.517628 = -938470.890705
  nChanged 3
		SP:Iteration 27Q (7016.170000 sec): 3 clusters
  Score: Raw -941398.858947 + Penalty 2925.517628 = -938473.341319
  nChanged 3
		SP:Iteration 28Q (7016.190000 sec): 3 clusters
  Score: Raw -941400.254829 + Penalty 2925.517628 = -938474.737202
  nChanged 3
		SP:Iteration 29Q (7016.200000 sec): 3 clusters
  Score: Raw -941402.943160 + Penalty 2925.517628 = -938477.425532
  nChanged 3
		SP:Iteration 30Q (7016.220000 sec): 3 clusters
  Score: Raw -941406.131237 + Penalty 2925.517628 = -938480.613610
  nChanged 4
		SP:Iteration 31Q (7016.230000 sec): 3 clusters
  Score: Raw -941409.362563 + Penalty 2925.517628 = -938483.844935
  nChanged 2
		SP:Iteration 32Q (7016.250000 sec): 3 clusters
  Score: Raw -941410.672583 + Penalty 2925.517628 = -938485.154956
  nChanged 3
		SP:Iteration 33Q (7016.270000 sec): 3 clusters
  Score: Raw -941411.475161 + Penalty 2925.517628 = -938485.957533
  nChanged 1
		SP:Iteration 34Q (7016.280000 sec): 3 clusters
  Score: Raw -941411.859860 + Penalty 2925.517628 = -938486.342232
  nChanged 0
		SP:Iteration 35F (7016.300000 sec): 3 clusters
  Score: Raw -941411.859860 + Penalty 2925.517628 = -938486.342232
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (42026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7016.470000 sec): 2 clusters
  Score: Raw -4811226.867900 + Penalty 1729.982110 = -4809496.885790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7016.590000 sec): 3 clusters
  Score: Raw -4784959.587745 + Penalty 3459.964220 = -4781499.623525
  nChanged 19636
		SP:Iteration 1F (7016.700000 sec): 3 clusters
  Score: Raw -4796326.068609 + Penalty 3459.964220 = -4792866.104389
  nChanged 2064
		SP:Iteration 2Q (7016.820000 sec): 3 clusters
  Score: Raw -4797172.441360 + Penalty 3459.964220 = -4793712.477140
  nChanged 2256
		SP:Iteration 3F (7016.930000 sec): 3 clusters
  Score: Raw -4798193.609029 + Penalty 3459.964220 = -4794733.644810
  nChanged 2395
		SP:Iteration 4F (7017.040000 sec): 3 clusters
  Score: Raw -4799339.664681 + Penalty 3459.964220 = -4795879.700461
  nChanged 2404
		SP:Iteration 5F (7017.160000 sec): 3 clusters
  Score: Raw -4800562.850591 + Penalty 3459.964220 = -4797102.886371
  nChanged 2455
		SP:Iteration 6F (7017.270000 sec): 3 clusters
  Score: Raw -4801902.655194 + Penalty 3459.964220 = -4798442.690975
  nChanged 2294
		SP:Iteration 7F (7017.380000 sec): 3 clusters
  Score: Raw -4803241.210997 + Penalty 3459.964220 = -4799781.246777
  nChanged 2272
		SP:Iteration 8F (7017.500000 sec): 3 clusters
  Score: Raw -4804731.446132 + Penalty 3459.964220 = -4801271.481912
  nChanged 2186
		SP:Iteration 9F (7017.610000 sec): 3 clusters
  Score: Raw -4806359.014843 + Penalty 3459.964220 = -4802899.050623
  nChanged 2034
		SP:Iteration 10Q (7017.720000 sec): 3 clusters
  Score: Raw -4808105.752023 + Penalty 3459.964220 = -4804645.787803
  nChanged 1631
		SP:Iteration 11Q (7017.840000 sec): 3 clusters
  Score: Raw -4809630.785034 + Penalty 3459.964220 = -4806170.820814
  nChanged 1053
		SP:Iteration 12Q (7017.950000 sec): 3 clusters
  Score: Raw -4810593.647130 + Penalty 3459.964220 = -4807133.682910
  nChanged 520
		SP:Iteration 13Q (7018.050000 sec): 3 clusters
  Score: Raw -4811036.406238 + Penalty 3459.964220 = -4807576.442018
  nChanged 230
		SP:Iteration 14Q (7018.150000 sec): 3 clusters
  Score: Raw -4811246.262662 + Penalty 3459.964220 = -4807786.298442
  nChanged 108
		SP:Iteration 15Q (7018.240000 sec): 3 clusters
  Score: Raw -4811340.167414 + Penalty 3459.964220 = -4807880.203194
  nChanged 64
		SP:Iteration 16Q (7018.320000 sec): 3 clusters
  Score: Raw -4811391.314377 + Penalty 3459.964220 = -4807931.350157
  nChanged 36
		SP:Iteration 17Q (7018.410000 sec): 3 clusters
  Score: Raw -4811422.486483 + Penalty 3459.964220 = -4807962.522263
  nChanged 27
		SP:Iteration 18Q (7018.490000 sec): 3 clusters
  Score: Raw -4811447.554854 + Penalty 3459.964220 = -4807987.590634
  nChanged 22
		SP:Iteration 19Q (7018.570000 sec): 3 clusters
  Score: Raw -4811471.755381 + Penalty 3459.964220 = -4808011.791161
  nChanged 28
		SP:Iteration 20F (7018.680000 sec): 3 clusters
  Score: Raw -4811499.113778 + Penalty 3459.964220 = -4808039.149559
  nChanged 11
		SP:Iteration 21Q (7018.760000 sec): 3 clusters
  Score: Raw -4811513.143385 + Penalty 3459.964220 = -4808053.179165
  nChanged 4
		SP:Iteration 22Q (7018.840000 sec): 3 clusters
  Score: Raw -4811518.846663 + Penalty 3459.964220 = -4808058.882443
  nChanged 5
		SP:Iteration 23Q (7018.920000 sec): 3 clusters
  Score: Raw -4811522.358683 + Penalty 3459.964220 = -4808062.394463
  nChanged 3
		SP:Iteration 24Q (7019.000000 sec): 3 clusters
  Score: Raw -4811524.884775 + Penalty 3459.964220 = -4808064.920556
  nChanged 3
		SP:Iteration 25Q (7019.080000 sec): 3 clusters
  Score: Raw -4811526.410948 + Penalty 3459.964220 = -4808066.446728
  nChanged 2
		SP:Iteration 26Q (7019.160000 sec): 3 clusters
  Score: Raw -4811528.279760 + Penalty 3459.964220 = -4808068.315540
  nChanged 0
		SP:Iteration 27F (7019.280000 sec): 3 clusters
  Score: Raw -4811528.279760 + Penalty 3459.964220 = -4808068.315540
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7019.610000 sec): 2 clusters
  Score: Raw -13058282.956273 + Penalty 1887.225186 = -13056395.731088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7019.910000 sec): 3 clusters
  Score: Raw -12986047.147987 + Penalty 3774.450372 = -12982272.697616
  nChanged 53089
		SP:Iteration 1F (7020.200000 sec): 3 clusters
  Score: Raw -13017123.135818 + Penalty 3774.450372 = -13013348.685446
  nChanged 3512
		SP:Iteration 2Q (7020.510000 sec): 3 clusters
  Score: Raw -13018071.115420 + Penalty 3774.450372 = -13014296.665049
  nChanged 3828
		SP:Iteration 3Q (7020.820000 sec): 3 clusters
  Score: Raw -13019324.525982 + Penalty 3774.450372 = -13015550.075610
  nChanged 4419
		SP:Iteration 4Q (7021.120000 sec): 3 clusters
  Score: Raw -13021134.321592 + Penalty 3774.450372 = -13017359.871221
  nChanged 5179
		SP:Iteration 5Q (7021.420000 sec): 3 clusters
  Score: Raw -13023753.531532 + Penalty 3774.450372 = -13019979.081160
  nChanged 6118
		SP:Iteration 6F (7021.720000 sec): 3 clusters
  Score: Raw -13027696.499705 + Penalty 3774.450372 = -13023922.049333
  nChanged 7037
		SP:Iteration 7F (7022.010000 sec): 3 clusters
  Score: Raw -13033022.744860 + Penalty 3774.450372 = -13029248.294488
  nChanged 7341
		SP:Iteration 8F (7022.310000 sec): 3 clusters
  Score: Raw -13039076.068396 + Penalty 3774.450372 = -13035301.618025
  nChanged 6722
		SP:Iteration 9F (7022.610000 sec): 3 clusters
  Score: Raw -13044684.406618 + Penalty 3774.450372 = -13040909.956247
  nChanged 5736
		SP:Iteration 10F (7022.900000 sec): 3 clusters
  Score: Raw -13049303.836780 + Penalty 3774.450372 = -13045529.386408
  nChanged 4374
		SP:Iteration 11Q (7023.170000 sec): 3 clusters
  Score: Raw -13052699.808103 + Penalty 3774.450372 = -13048925.357731
  nChanged 3079
		SP:Iteration 12Q (7023.420000 sec): 3 clusters
  Score: Raw -13055001.308360 + Penalty 3774.450372 = -13051226.857988
  nChanged 2120
		SP:Iteration 13Q (7023.660000 sec): 3 clusters
  Score: Raw -13056534.675847 + Penalty 3774.450372 = -13052760.225476
  nChanged 1373
		SP:Iteration 14Q (7023.900000 sec): 3 clusters
  Score: Raw -13057438.705856 + Penalty 3774.450372 = -13053664.255485
  nChanged 809
		SP:Iteration 15Q (7024.120000 sec): 3 clusters
  Score: Raw -13057942.837175 + Penalty 3774.450372 = -13054168.386803
  nChanged 526
		SP:Iteration 16Q (7024.340000 sec): 3 clusters
  Score: Raw -13058267.938180 + Penalty 3774.450372 = -13054493.487808
  nChanged 357
		SP:Iteration 17Q (7024.560000 sec): 3 clusters
  Score: Raw -13058498.105956 + Penalty 3774.450372 = -13054723.655584
  nChanged 214
		SP:Iteration 18Q (7024.760000 sec): 3 clusters
  Score: Raw -13058627.873167 + Penalty 3774.450372 = -13054853.422796
  nChanged 164
		SP:Iteration 19Q (7024.980000 sec): 3 clusters
  Score: Raw -13058723.305317 + Penalty 3774.450372 = -13054948.854945
  nChanged 113
		SP:Iteration 20F (7025.270000 sec): 3 clusters
  Score: Raw -13058790.619487 + Penalty 3774.450372 = -13055016.169115
  nChanged 93
		SP:Iteration 21Q (7025.480000 sec): 3 clusters
  Score: Raw -13058849.395393 + Penalty 3774.450372 = -13055074.945021
  nChanged 80
		SP:Iteration 22Q (7025.680000 sec): 3 clusters
  Score: Raw -13058897.395808 + Penalty 3774.450372 = -13055122.945436
  nChanged 56
		SP:Iteration 23Q (7025.890000 sec): 3 clusters
  Score: Raw -13058924.831766 + Penalty 3774.450372 = -13055150.381395
  nChanged 43
		SP:Iteration 24Q (7026.100000 sec): 3 clusters
  Score: Raw -13058940.655354 + Penalty 3774.450372 = -13055166.204982
  nChanged 26
		SP:Iteration 25Q (7026.300000 sec): 3 clusters
  Score: Raw -13058950.024627 + Penalty 3774.450372 = -13055175.574255
  nChanged 22
		SP:Iteration 26Q (7026.510000 sec): 3 clusters
  Score: Raw -13058958.149782 + Penalty 3774.450372 = -13055183.699411
  nChanged 19
		SP:Iteration 27Q (7026.720000 sec): 3 clusters
  Score: Raw -13058966.151260 + Penalty 3774.450372 = -13055191.700888
  nChanged 18
		SP:Iteration 28Q (7026.920000 sec): 3 clusters
  Score: Raw -13058973.784787 + Penalty 3774.450372 = -13055199.334416
  nChanged 14
		SP:Iteration 29Q (7027.130000 sec): 3 clusters
  Score: Raw -13058978.925980 + Penalty 3774.450372 = -13055204.475608
  nChanged 19
		SP:Iteration 30Q (7027.340000 sec): 3 clusters
  Score: Raw -13058986.042408 + Penalty 3774.450372 = -13055211.592036
  nChanged 19
		SP:Iteration 31Q (7027.540000 sec): 3 clusters
  Score: Raw -13058996.706116 + Penalty 3774.450372 = -13055222.255744
  nChanged 20
		SP:Iteration 32Q (7027.750000 sec): 3 clusters
  Score: Raw -13059004.595342 + Penalty 3774.450372 = -13055230.144970
  nChanged 10
		SP:Iteration 33Q (7027.950000 sec): 3 clusters
  Score: Raw -13059008.415960 + Penalty 3774.450372 = -13055233.965588
  nChanged 8
		SP:Iteration 34Q (7028.160000 sec): 3 clusters
  Score: Raw -13059011.675420 + Penalty 3774.450372 = -13055237.225048
  nChanged 3
		SP:Iteration 35Q (7028.360000 sec): 3 clusters
  Score: Raw -13059013.258532 + Penalty 3774.450372 = -13055238.808161
  nChanged 4
		SP:Iteration 36Q (7028.570000 sec): 3 clusters
  Score: Raw -13059014.731893 + Penalty 3774.450372 = -13055240.281522
  nChanged 3
		SP:Iteration 37Q (7028.770000 sec): 3 clusters
  Score: Raw -13059015.531906 + Penalty 3774.450372 = -13055241.081534
  nChanged 3
		SP:Iteration 38Q (7028.980000 sec): 3 clusters
  Score: Raw -13059017.071669 + Penalty 3774.450372 = -13055242.621297
  nChanged 1
		SP:Iteration 39Q (7029.180000 sec): 3 clusters
  Score: Raw -13059017.199402 + Penalty 3774.450372 = -13055242.749030
  nChanged 0
		SP:Iteration 40F (7029.470000 sec): 3 clusters
  Score: Raw -13059017.199402 + Penalty 3774.450372 = -13055242.749030
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (104729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7029.750000 sec): 2 clusters
  Score: Raw -12002497.591496 + Penalty 1878.358843 = -12000619.232653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7030.030000 sec): 3 clusters
  Score: Raw -11934191.541264 + Penalty 3756.717686 = -11930434.823579
  nChanged 50470
		SP:Iteration 1F (7030.310000 sec): 3 clusters
  Score: Raw -11963491.354648 + Penalty 3756.717686 = -11959734.636962
  nChanged 4002
		SP:Iteration 2Q (7030.600000 sec): 3 clusters
  Score: Raw -11964817.085725 + Penalty 3756.717686 = -11961060.368040
  nChanged 4977
		SP:Iteration 3Q (7030.880000 sec): 3 clusters
  Score: Raw -11966994.343861 + Penalty 3756.717686 = -11963237.626175
  nChanged 6379
		SP:Iteration 4F (7031.160000 sec): 3 clusters
  Score: Raw -11970678.584103 + Penalty 3756.717686 = -11966921.866417
  nChanged 7948
		SP:Iteration 5F (7031.440000 sec): 3 clusters
  Score: Raw -11976337.940877 + Penalty 3756.717686 = -11972581.223191
  nChanged 8499
		SP:Iteration 6F (7031.720000 sec): 3 clusters
  Score: Raw -11983257.064092 + Penalty 3756.717686 = -11979500.346406
  nChanged 7763
		SP:Iteration 7F (7032.000000 sec): 3 clusters
  Score: Raw -11989976.696018 + Penalty 3756.717686 = -11986219.978333
  nChanged 5968
		SP:Iteration 8F (7032.280000 sec): 3 clusters
  Score: Raw -11995281.264729 + Penalty 3756.717686 = -11991524.547044
  nChanged 4041
		SP:Iteration 9Q (7032.550000 sec): 3 clusters
  Score: Raw -11998726.524284 + Penalty 3756.717686 = -11994969.806598
  nChanged 2454
		SP:Iteration 10Q (7032.800000 sec): 3 clusters
  Score: Raw -12000702.026019 + Penalty 3756.717686 = -11996945.308333
  nChanged 1350
		SP:Iteration 11Q (7033.040000 sec): 3 clusters
  Score: Raw -12001711.731907 + Penalty 3756.717686 = -11997955.014221
  nChanged 684
		SP:Iteration 12Q (7033.250000 sec): 3 clusters
  Score: Raw -12002183.814760 + Penalty 3756.717686 = -11998427.097075
  nChanged 370
		SP:Iteration 13Q (7033.470000 sec): 3 clusters
  Score: Raw -12002420.001192 + Penalty 3756.717686 = -11998663.283507
  nChanged 215
		SP:Iteration 14Q (7033.670000 sec): 3 clusters
  Score: Raw -12002563.538083 + Penalty 3756.717686 = -11998806.820397
  nChanged 123
		SP:Iteration 15Q (7033.870000 sec): 3 clusters
  Score: Raw -12002649.459076 + Penalty 3756.717686 = -11998892.741390
  nChanged 72
		SP:Iteration 16Q (7034.070000 sec): 3 clusters
  Score: Raw -12002696.230379 + Penalty 3756.717686 = -11998939.512694
  nChanged 45
		SP:Iteration 17Q (7034.280000 sec): 3 clusters
  Score: Raw -12002724.151526 + Penalty 3756.717686 = -11998967.433841
  nChanged 37
		SP:Iteration 18Q (7034.470000 sec): 3 clusters
  Score: Raw -12002744.628359 + Penalty 3756.717686 = -11998987.910674
  nChanged 27
		SP:Iteration 19Q (7034.670000 sec): 3 clusters
  Score: Raw -12002758.829174 + Penalty 3756.717686 = -11999002.111488
  nChanged 18
		SP:Iteration 20F (7034.950000 sec): 3 clusters
  Score: Raw -12002770.766989 + Penalty 3756.717686 = -11999014.049303
  nChanged 13
		SP:Iteration 21Q (7035.150000 sec): 3 clusters
  Score: Raw -12002779.307372 + Penalty 3756.717686 = -11999022.589686
  nChanged 7
		SP:Iteration 22Q (7035.350000 sec): 3 clusters
  Score: Raw -12002783.963144 + Penalty 3756.717686 = -11999027.245458
  nChanged 9
		SP:Iteration 23Q (7035.540000 sec): 3 clusters
  Score: Raw -12002788.715655 + Penalty 3756.717686 = -11999031.997969
  nChanged 6
		SP:Iteration 24Q (7035.750000 sec): 3 clusters
  Score: Raw -12002792.881157 + Penalty 3756.717686 = -11999036.163472
  nChanged 8
		SP:Iteration 25Q (7035.940000 sec): 3 clusters
  Score: Raw -12002796.964510 + Penalty 3756.717686 = -11999040.246824
  nChanged 7
		SP:Iteration 26Q (7036.130000 sec): 3 clusters
  Score: Raw -12002801.098731 + Penalty 3756.717686 = -11999044.381045
  nChanged 12
		SP:Iteration 27Q (7036.330000 sec): 3 clusters
  Score: Raw -12002806.841135 + Penalty 3756.717686 = -11999050.123450
  nChanged 3
		SP:Iteration 28Q (7036.520000 sec): 3 clusters
  Score: Raw -12002809.152176 + Penalty 3756.717686 = -11999052.434491
  nChanged 5
		SP:Iteration 29Q (7036.710000 sec): 3 clusters
  Score: Raw -12002812.478969 + Penalty 3756.717686 = -11999055.761284
  nChanged 2
		SP:Iteration 30Q (7036.910000 sec): 3 clusters
  Score: Raw -12002813.267915 + Penalty 3756.717686 = -11999056.550230
  nChanged 1
		SP:Iteration 31Q (7037.100000 sec): 3 clusters
  Score: Raw -12002813.509252 + Penalty 3756.717686 = -11999056.791566
  nChanged 2
		SP:Iteration 32Q (7037.300000 sec): 3 clusters
  Score: Raw -12002814.105706 + Penalty 3756.717686 = -11999057.388021
  nChanged 0
		SP:Iteration 33F (7037.570000 sec): 3 clusters
  Score: Raw -12002814.105706 + Penalty 3756.717686 = -11999057.388021
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7037.650000 sec): 2 clusters
  Score: Raw -1142159.157854 + Penalty 1491.059201 = -1140668.098653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7037.680000 sec): 3 clusters
  Score: Raw -1136672.938548 + Penalty 2982.118401 = -1133690.820146
  nChanged 4193
		SP:Iteration 1F (7037.710000 sec): 3 clusters
  Score: Raw -1138932.888962 + Penalty 2982.118401 = -1135950.770561
  nChanged 579
		SP:Iteration 2F (7037.730000 sec): 3 clusters
  Score: Raw -1139173.947200 + Penalty 2982.118401 = -1136191.828798
  nChanged 461
		SP:Iteration 3Q (7037.750000 sec): 3 clusters
  Score: Raw -1139353.139695 + Penalty 2982.118401 = -1136371.021293
  nChanged 378
		SP:Iteration 4Q (7037.780000 sec): 3 clusters
  Score: Raw -1139496.719461 + Penalty 2982.118401 = -1136514.601060
  nChanged 342
		SP:Iteration 5Q (7037.810000 sec): 3 clusters
  Score: Raw -1139657.994330 + Penalty 2982.118401 = -1136675.875928
  nChanged 358
		SP:Iteration 6Q (7037.830000 sec): 3 clusters
  Score: Raw -1139827.330509 + Penalty 2982.118401 = -1136845.212108
  nChanged 341
		SP:Iteration 7Q (7037.850000 sec): 3 clusters
  Score: Raw -1139997.664251 + Penalty 2982.118401 = -1137015.545849
  nChanged 330
		SP:Iteration 8Q (7037.880000 sec): 3 clusters
  Score: Raw -1140147.137711 + Penalty 2982.118401 = -1137165.019309
  nChanged 319
		SP:Iteration 9Q (7037.900000 sec): 3 clusters
  Score: Raw -1140293.533199 + Penalty 2982.118401 = -1137311.414797
  nChanged 301
		SP:Iteration 10Q (7037.930000 sec): 3 clusters
  Score: Raw -1140431.400346 + Penalty 2982.118401 = -1137449.281944
  nChanged 282
		SP:Iteration 11Q (7037.950000 sec): 3 clusters
  Score: Raw -1140558.432497 + Penalty 2982.118401 = -1137576.314095
  nChanged 255
		SP:Iteration 12Q (7037.980000 sec): 3 clusters
  Score: Raw -1140670.521744 + Penalty 2982.118401 = -1137688.403342
  nChanged 269
		SP:Iteration 13Q (7038.000000 sec): 3 clusters
  Score: Raw -1140806.750241 + Penalty 2982.118401 = -1137824.631839
  nChanged 247
		SP:Iteration 14Q (7038.030000 sec): 3 clusters
  Score: Raw -1140957.484578 + Penalty 2982.118401 = -1137975.366177
  nChanged 256
		SP:Iteration 15Q (7038.050000 sec): 3 clusters
  Score: Raw -1141089.761276 + Penalty 2982.118401 = -1138107.642875
  nChanged 250
		SP:Iteration 16Q (7038.070000 sec): 3 clusters
  Score: Raw -1141223.335155 + Penalty 2982.118401 = -1138241.216754
  nChanged 240
		SP:Iteration 17Q (7038.090000 sec): 3 clusters
  Score: Raw -1141375.882827 + Penalty 2982.118401 = -1138393.764426
  nChanged 224
		SP:Iteration 18Q (7038.120000 sec): 3 clusters
  Score: Raw -1141535.480120 + Penalty 2982.118401 = -1138553.361719
  nChanged 201
		SP:Iteration 19Q (7038.140000 sec): 3 clusters
  Score: Raw -1141689.122627 + Penalty 2982.118401 = -1138707.004226
  nChanged 190
		SP:Iteration 20F (7038.170000 sec): 3 clusters
  Score: Raw -1141821.232164 + Penalty 2982.118401 = -1138839.113762
  nChanged 168
		SP:Iteration 21Q (7038.190000 sec): 3 clusters
  Score: Raw -1141934.025340 + Penalty 2982.118401 = -1138951.906939
  nChanged 134
		SP:Iteration 22Q (7038.210000 sec): 3 clusters
  Score: Raw -1142019.492606 + Penalty 2982.118401 = -1139037.374205
  nChanged 115
		SP:Iteration 23Q (7038.230000 sec): 3 clusters
  Score: Raw -1142082.173446 + Penalty 2982.118401 = -1139100.055044
  nChanged 92
		SP:Iteration 24Q (7038.250000 sec): 3 clusters
  Score: Raw -1142127.611371 + Penalty 2982.118401 = -1139145.492969
  nChanged 75
		SP:Iteration 25Q (7038.270000 sec): 3 clusters
  Score: Raw -1142162.894146 + Penalty 2982.118401 = -1139180.775745
  nChanged 62
		SP:Iteration 26Q (7038.290000 sec): 3 clusters
  Score: Raw -1142195.235492 + Penalty 2982.118401 = -1139213.117090
  nChanged 52
		SP:Iteration 27Q (7038.310000 sec): 3 clusters
  Score: Raw -1142222.346019 + Penalty 2982.118401 = -1139240.227618
  nChanged 46
		SP:Iteration 28Q (7038.330000 sec): 3 clusters
  Score: Raw -1142245.585964 + Penalty 2982.118401 = -1139263.467563
  nChanged 41
		SP:Iteration 29Q (7038.350000 sec): 3 clusters
  Score: Raw -1142265.172008 + Penalty 2982.118401 = -1139283.053606
  nChanged 35
		SP:Iteration 30Q (7038.370000 sec): 3 clusters
  Score: Raw -1142281.748579 + Penalty 2982.118401 = -1139299.630178
  nChanged 41
		SP:Iteration 31Q (7038.400000 sec): 3 clusters
  Score: Raw -1142303.484678 + Penalty 2982.118401 = -1139321.366276
  nChanged 40
		SP:Iteration 32Q (7038.410000 sec): 3 clusters
  Score: Raw -1142325.147422 + Penalty 2982.118401 = -1139343.029021
  nChanged 37
		SP:Iteration 33Q (7038.430000 sec): 3 clusters
  Score: Raw -1142345.906020 + Penalty 2982.118401 = -1139363.787619
  nChanged 31
		SP:Iteration 34Q (7038.450000 sec): 3 clusters
  Score: Raw -1142362.483828 + Penalty 2982.118401 = -1139380.365427
  nChanged 26
		SP:Iteration 35Q (7038.470000 sec): 3 clusters
  Score: Raw -1142374.216315 + Penalty 2982.118401 = -1139392.097914
  nChanged 28
		SP:Iteration 36Q (7038.490000 sec): 3 clusters
  Score: Raw -1142388.219796 + Penalty 2982.118401 = -1139406.101394
  nChanged 28
		SP:Iteration 37Q (7038.510000 sec): 3 clusters
  Score: Raw -1142404.027029 + Penalty 2982.118401 = -1139421.908627
  nChanged 22
		SP:Iteration 38Q (7038.530000 sec): 3 clusters
  Score: Raw -1142414.222513 + Penalty 2982.118401 = -1139432.104112
  nChanged 14
		SP:Iteration 39Q (7038.550000 sec): 3 clusters
  Score: Raw -1142420.039775 + Penalty 2982.118401 = -1139437.921374
  nChanged 15
		SP:Iteration 40F (7038.570000 sec): 3 clusters
  Score: Raw -1142426.381947 + Penalty 2982.118401 = -1139444.263546
  nChanged 8
		SP:Iteration 41Q (7038.590000 sec): 3 clusters
  Score: Raw -1142429.360107 + Penalty 2982.118401 = -1139447.241706
  nChanged 5
		SP:Iteration 42Q (7038.610000 sec): 3 clusters
  Score: Raw -1142431.643959 + Penalty 2982.118401 = -1139449.525558
  nChanged 6
		SP:Iteration 43Q (7038.630000 sec): 3 clusters
  Score: Raw -1142434.556860 + Penalty 2982.118401 = -1139452.438459
  nChanged 4
		SP:Iteration 44Q (7038.650000 sec): 3 clusters
  Score: Raw -1142436.221413 + Penalty 2982.118401 = -1139454.103012
  nChanged 3
		SP:Iteration 45Q (7038.670000 sec): 3 clusters
  Score: Raw -1142437.244310 + Penalty 2982.118401 = -1139455.125909
  nChanged 1
		SP:Iteration 46Q (7038.690000 sec): 3 clusters
  Score: Raw -1142437.537690 + Penalty 2982.118401 = -1139455.419289
  nChanged 1
		SP:Iteration 47Q (7038.710000 sec): 3 clusters
  Score: Raw -1142437.791455 + Penalty 2982.118401 = -1139455.673054
  nChanged 0
		SP:Iteration 48F (7038.730000 sec): 3 clusters
  Score: Raw -1142437.791455 + Penalty 2982.118401 = -1139455.673054
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7038.750000 sec): 2 clusters
  Score: Raw -554724.735299 + Penalty 1386.751215 = -553337.984083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7038.770000 sec): 3 clusters
  Score: Raw -552066.962632 + Penalty 2773.502431 = -549293.460201
  nChanged 2059
		SP:Iteration 1F (7038.780000 sec): 3 clusters
  Score: Raw -553219.825469 + Penalty 2773.502431 = -550446.323039
  nChanged 383
		SP:Iteration 2F (7038.790000 sec): 3 clusters
  Score: Raw -553466.627370 + Penalty 2773.502431 = -550693.124939
  nChanged 292
		SP:Iteration 3F (7038.800000 sec): 3 clusters
  Score: Raw -553649.568354 + Penalty 2773.502431 = -550876.065924
  nChanged 269
		SP:Iteration 4F (7038.810000 sec): 3 clusters
  Score: Raw -553823.404948 + Penalty 2773.502431 = -551049.902517
  nChanged 240
		SP:Iteration 5Q (7038.830000 sec): 3 clusters
  Score: Raw -553955.246687 + Penalty 2773.502431 = -551181.744256
  nChanged 213
		SP:Iteration 6Q (7038.840000 sec): 3 clusters
  Score: Raw -554086.106119 + Penalty 2773.502431 = -551312.603689
  nChanged 189
		SP:Iteration 7Q (7038.850000 sec): 3 clusters
  Score: Raw -554207.343727 + Penalty 2773.502431 = -551433.841296
  nChanged 189
		SP:Iteration 8Q (7038.870000 sec): 3 clusters
  Score: Raw -554318.884781 + Penalty 2773.502431 = -551545.382351
  nChanged 176
		SP:Iteration 9Q (7038.880000 sec): 3 clusters
  Score: Raw -554407.212338 + Penalty 2773.502431 = -551633.709908
  nChanged 137
		SP:Iteration 10Q (7038.890000 sec): 3 clusters
  Score: Raw -554476.118779 + Penalty 2773.502431 = -551702.616348
  nChanged 130
		SP:Iteration 11Q (7038.910000 sec): 3 clusters
  Score: Raw -554533.123281 + Penalty 2773.502431 = -551759.620851
  nChanged 82
		SP:Iteration 12Q (7038.920000 sec): 3 clusters
  Score: Raw -554564.458212 + Penalty 2773.502431 = -551790.955781
  nChanged 81
		SP:Iteration 13Q (7038.930000 sec): 3 clusters
  Score: Raw -554594.441070 + Penalty 2773.502431 = -551820.938640
  nChanged 78
		SP:Iteration 14Q (7038.940000 sec): 3 clusters
  Score: Raw -554620.316031 + Penalty 2773.502431 = -551846.813600
  nChanged 52
		SP:Iteration 15Q (7038.950000 sec): 3 clusters
  Score: Raw -554637.051668 + Penalty 2773.502431 = -551863.549237
  nChanged 49
		SP:Iteration 16Q (7038.970000 sec): 3 clusters
  Score: Raw -554653.272485 + Penalty 2773.502431 = -551879.770055
  nChanged 50
		SP:Iteration 17Q (7038.980000 sec): 3 clusters
  Score: Raw -554671.135830 + Penalty 2773.502431 = -551897.633400
  nChanged 58
		SP:Iteration 18Q (7038.990000 sec): 3 clusters
  Score: Raw -554689.079053 + Penalty 2773.502431 = -551915.576623
  nChanged 47
		SP:Iteration 19Q (7039.010000 sec): 3 clusters
  Score: Raw -554701.729863 + Penalty 2773.502431 = -551928.227433
  nChanged 39
		SP:Iteration 20F (7039.020000 sec): 3 clusters
  Score: Raw -554712.985257 + Penalty 2773.502431 = -551939.482827
  nChanged 31
		SP:Iteration 21Q (7039.030000 sec): 3 clusters
  Score: Raw -554722.030553 + Penalty 2773.502431 = -551948.528122
  nChanged 28
		SP:Iteration 22Q (7039.040000 sec): 3 clusters
  Score: Raw -554731.513722 + Penalty 2773.502431 = -551958.011291
  nChanged 44
		SP:Iteration 23Q (7039.060000 sec): 3 clusters
  Score: Raw -554746.640733 + Penalty 2773.502431 = -551973.138302
  nChanged 39
		SP:Iteration 24Q (7039.070000 sec): 3 clusters
  Score: Raw -554758.211060 + Penalty 2773.502431 = -551984.708630
  nChanged 34
		SP:Iteration 25Q (7039.080000 sec): 3 clusters
  Score: Raw -554768.782267 + Penalty 2773.502431 = -551995.279836
  nChanged 22
		SP:Iteration 26Q (7039.090000 sec): 3 clusters
  Score: Raw -554773.992701 + Penalty 2773.502431 = -552000.490271
  nChanged 22
		SP:Iteration 27Q (7039.110000 sec): 3 clusters
  Score: Raw -554779.447857 + Penalty 2773.502431 = -552005.945426
  nChanged 18
		SP:Iteration 28Q (7039.120000 sec): 3 clusters
  Score: Raw -554784.113230 + Penalty 2773.502431 = -552010.610799
  nChanged 22
		SP:Iteration 29Q (7039.130000 sec): 3 clusters
  Score: Raw -554789.417216 + Penalty 2773.502431 = -552015.914786
  nChanged 20
		SP:Iteration 30Q (7039.150000 sec): 3 clusters
  Score: Raw -554794.232740 + Penalty 2773.502431 = -552020.730310
  nChanged 15
		SP:Iteration 31Q (7039.160000 sec): 3 clusters
  Score: Raw -554798.225065 + Penalty 2773.502431 = -552024.722635
  nChanged 19
		SP:Iteration 32Q (7039.170000 sec): 3 clusters
  Score: Raw -554806.011960 + Penalty 2773.502431 = -552032.509529
  nChanged 32
		SP:Iteration 33Q (7039.180000 sec): 3 clusters
  Score: Raw -554816.707249 + Penalty 2773.502431 = -552043.204819
  nChanged 28
		SP:Iteration 34Q (7039.190000 sec): 3 clusters
  Score: Raw -554823.870446 + Penalty 2773.502431 = -552050.368015
  nChanged 19
		SP:Iteration 35Q (7039.210000 sec): 3 clusters
  Score: Raw -554829.233562 + Penalty 2773.502431 = -552055.731131
  nChanged 17
		SP:Iteration 36Q (7039.220000 sec): 3 clusters
  Score: Raw -554835.385292 + Penalty 2773.502431 = -552061.882861
  nChanged 19
		SP:Iteration 37Q (7039.230000 sec): 3 clusters
  Score: Raw -554844.856914 + Penalty 2773.502431 = -552071.354484
  nChanged 34
		SP:Iteration 38Q (7039.250000 sec): 3 clusters
  Score: Raw -554857.536931 + Penalty 2773.502431 = -552084.034500
  nChanged 39
		SP:Iteration 39Q (7039.260000 sec): 3 clusters
  Score: Raw -554870.905182 + Penalty 2773.502431 = -552097.402751
  nChanged 34
		SP:Iteration 40F (7039.270000 sec): 3 clusters
  Score: Raw -554879.969726 + Penalty 2773.502431 = -552106.467296
  nChanged 30
		SP:Iteration 41Q (7039.280000 sec): 3 clusters
  Score: Raw -554887.497223 + Penalty 2773.502431 = -552113.994792
  nChanged 21
		SP:Iteration 42Q (7039.290000 sec): 3 clusters
  Score: Raw -554892.632719 + Penalty 2773.502431 = -552119.130289
  nChanged 27
		SP:Iteration 43Q (7039.310000 sec): 3 clusters
  Score: Raw -554899.435823 + Penalty 2773.502431 = -552125.933393
  nChanged 18
		SP:Iteration 44Q (7039.320000 sec): 3 clusters
  Score: Raw -554903.666544 + Penalty 2773.502431 = -552130.164113
  nChanged 17
		SP:Iteration 45Q (7039.330000 sec): 3 clusters
  Score: Raw -554909.623412 + Penalty 2773.502431 = -552136.120982
  nChanged 28
		SP:Iteration 46Q (7039.340000 sec): 3 clusters
  Score: Raw -554918.463873 + Penalty 2773.502431 = -552144.961442
  nChanged 25
		SP:Iteration 47Q (7039.360000 sec): 3 clusters
  Score: Raw -554923.333188 + Penalty 2773.502431 = -552149.830757
  nChanged 13
		SP:Iteration 48Q (7039.370000 sec): 3 clusters
  Score: Raw -554925.734131 + Penalty 2773.502431 = -552152.231700
  nChanged 8
		SP:Iteration 49Q (7039.380000 sec): 3 clusters
  Score: Raw -554927.639330 + Penalty 2773.502431 = -552154.136899
  nChanged 8
		SP:Iteration 50Q (7039.390000 sec): 3 clusters
  Score: Raw -554929.458469 + Penalty 2773.502431 = -552155.956038
  nChanged 11
		SP:Iteration 51Q (7039.410000 sec): 3 clusters
  Score: Raw -554932.683950 + Penalty 2773.502431 = -552159.181519
  nChanged 16
		SP:Iteration 52Q (7039.420000 sec): 3 clusters
  Score: Raw -554936.879330 + Penalty 2773.502431 = -552163.376900
  nChanged 19
		SP:Iteration 53Q (7039.430000 sec): 3 clusters
  Score: Raw -554942.191658 + Penalty 2773.502431 = -552168.689228
  nChanged 19
		SP:Iteration 54Q (7039.440000 sec): 3 clusters
  Score: Raw -554948.739465 + Penalty 2773.502431 = -552175.237035
  nChanged 25
		SP:Iteration 55Q (7039.450000 sec): 3 clusters
  Score: Raw -554956.295340 + Penalty 2773.502431 = -552182.792909
  nChanged 22
		SP:Iteration 56Q (7039.470000 sec): 3 clusters
  Score: Raw -554964.361152 + Penalty 2773.502431 = -552190.858722
  nChanged 30
		SP:Iteration 57Q (7039.480000 sec): 3 clusters
  Score: Raw -554975.587743 + Penalty 2773.502431 = -552202.085312
  nChanged 29
		SP:Iteration 58Q (7039.490000 sec): 3 clusters
  Score: Raw -554986.145344 + Penalty 2773.502431 = -552212.642913
  nChanged 24
		SP:Iteration 59Q (7039.500000 sec): 3 clusters
  Score: Raw -554994.709501 + Penalty 2773.502431 = -552221.207070
  nChanged 22
		SP:Iteration 60F (7039.510000 sec): 3 clusters
  Score: Raw -555003.389040 + Penalty 2773.502431 = -552229.886610
  nChanged 29
		SP:Iteration 61Q (7039.530000 sec): 3 clusters
  Score: Raw -555014.774801 + Penalty 2773.502431 = -552241.272371
  nChanged 27
		SP:Iteration 62Q (7039.540000 sec): 3 clusters
  Score: Raw -555022.662656 + Penalty 2773.502431 = -552249.160226
  nChanged 20
		SP:Iteration 63Q (7039.550000 sec): 3 clusters
  Score: Raw -555030.263958 + Penalty 2773.502431 = -552256.761527
  nChanged 21
		SP:Iteration 64Q (7039.560000 sec): 3 clusters
  Score: Raw -555035.323412 + Penalty 2773.502431 = -552261.820981
  nChanged 13
		SP:Iteration 65Q (7039.570000 sec): 3 clusters
  Score: Raw -555037.311260 + Penalty 2773.502431 = -552263.808830
  nChanged 7
		SP:Iteration 66Q (7039.590000 sec): 3 clusters
  Score: Raw -555038.690145 + Penalty 2773.502431 = -552265.187715
  nChanged 8
		SP:Iteration 67Q (7039.600000 sec): 3 clusters
  Score: Raw -555040.227683 + Penalty 2773.502431 = -552266.725253
  nChanged 7
		SP:Iteration 68Q (7039.610000 sec): 3 clusters
  Score: Raw -555043.378956 + Penalty 2773.502431 = -552269.876525
  nChanged 11
		SP:Iteration 69Q (7039.620000 sec): 3 clusters
  Score: Raw -555046.514655 + Penalty 2773.502431 = -552273.012224
  nChanged 11
		SP:Iteration 70Q (7039.630000 sec): 3 clusters
  Score: Raw -555051.017655 + Penalty 2773.502431 = -552277.515225
  nChanged 11
		SP:Iteration 71Q (7039.650000 sec): 3 clusters
  Score: Raw -555055.029149 + Penalty 2773.502431 = -552281.526718
  nChanged 14
		SP:Iteration 72Q (7039.660000 sec): 3 clusters
  Score: Raw -555058.700167 + Penalty 2773.502431 = -552285.197736
  nChanged 11
		SP:Iteration 73Q (7039.670000 sec): 3 clusters
  Score: Raw -555063.106500 + Penalty 2773.502431 = -552289.604070
  nChanged 15
		SP:Iteration 74Q (7039.680000 sec): 3 clusters
  Score: Raw -555067.387182 + Penalty 2773.502431 = -552293.884751
  nChanged 21
		SP:Iteration 75Q (7039.690000 sec): 3 clusters
  Score: Raw -555073.346462 + Penalty 2773.502431 = -552299.844032
  nChanged 18
		SP:Iteration 76Q (7039.710000 sec): 3 clusters
  Score: Raw -555077.430169 + Penalty 2773.502431 = -552303.927738
  nChanged 11
		SP:Iteration 77Q (7039.720000 sec): 3 clusters
  Score: Raw -555080.031875 + Penalty 2773.502431 = -552306.529445
  nChanged 13
		SP:Iteration 78Q (7039.730000 sec): 3 clusters
  Score: Raw -555083.375379 + Penalty 2773.502431 = -552309.872949
  nChanged 10
		SP:Iteration 79Q (7039.740000 sec): 3 clusters
  Score: Raw -555087.404809 + Penalty 2773.502431 = -552313.902378
  nChanged 6
		SP:Iteration 80F (7039.750000 sec): 3 clusters
  Score: Raw -555089.269730 + Penalty 2773.502431 = -552315.767299
  nChanged 4
		SP:Iteration 81Q (7039.770000 sec): 3 clusters
  Score: Raw -555090.704565 + Penalty 2773.502431 = -552317.202135
  nChanged 6
		SP:Iteration 82Q (7039.780000 sec): 3 clusters
  Score: Raw -555092.081643 + Penalty 2773.502431 = -552318.579213
  nChanged 4
		SP:Iteration 83Q (7039.790000 sec): 3 clusters
  Score: Raw -555093.317043 + Penalty 2773.502431 = -552319.814613
  nChanged 6
		SP:Iteration 84Q (7039.800000 sec): 3 clusters
  Score: Raw -555094.684687 + Penalty 2773.502431 = -552321.182256
  nChanged 1
		SP:Iteration 85Q (7039.810000 sec): 3 clusters
  Score: Raw -555094.859977 + Penalty 2773.502431 = -552321.357546
  nChanged 3
		SP:Iteration 86Q (7039.820000 sec): 3 clusters
  Score: Raw -555096.006930 + Penalty 2773.502431 = -552322.504500
  nChanged 4
		SP:Iteration 87Q (7039.830000 sec): 3 clusters
  Score: Raw -555097.324555 + Penalty 2773.502431 = -552323.822125
  nChanged 4
		SP:Iteration 88Q (7039.850000 sec): 3 clusters
  Score: Raw -555098.165435 + Penalty 2773.502431 = -552324.663004
  nChanged 4
		SP:Iteration 89Q (7039.860000 sec): 3 clusters
  Score: Raw -555098.796778 + Penalty 2773.502431 = -552325.294348
  nChanged 1
		SP:Iteration 90Q (7039.870000 sec): 3 clusters
  Score: Raw -555099.165322 + Penalty 2773.502431 = -552325.662891
  nChanged 1
		SP:Iteration 91Q (7039.880000 sec): 3 clusters
  Score: Raw -555099.401958 + Penalty 2773.502431 = -552325.899527
  nChanged 1
		SP:Iteration 92Q (7039.890000 sec): 3 clusters
  Score: Raw -555099.569068 + Penalty 2773.502431 = -552326.066638
  nChanged 2
		SP:Iteration 93Q (7039.910000 sec): 3 clusters
  Score: Raw -555100.328759 + Penalty 2773.502431 = -552326.826328
  nChanged 2
		SP:Iteration 94Q (7039.920000 sec): 3 clusters
  Score: Raw -555100.747280 + Penalty 2773.502431 = -552327.244849
  nChanged 3
		SP:Iteration 95Q (7039.930000 sec): 3 clusters
  Score: Raw -555101.233146 + Penalty 2773.502431 = -552327.730716
  nChanged 2
		SP:Iteration 96Q (7039.940000 sec): 3 clusters
  Score: Raw -555101.435723 + Penalty 2773.502431 = -552327.933292
  nChanged 1
		SP:Iteration 97Q (7039.950000 sec): 3 clusters
  Score: Raw -555101.612499 + Penalty 2773.502431 = -552328.110068
  nChanged 3
		SP:Iteration 98Q (7039.960000 sec): 3 clusters
  Score: Raw -555102.989942 + Penalty 2773.502431 = -552329.487512
  nChanged 8
		SP:Iteration 99Q (7039.970000 sec): 3 clusters
  Score: Raw -555105.117437 + Penalty 2773.502431 = -552331.615006
  nChanged 5
		SP:Iteration 100F (7039.990000 sec): 3 clusters
  Score: Raw -555106.093157 + Penalty 2773.502431 = -552332.590726
  nChanged 4
		SP:Iteration 101Q (7040.000000 sec): 3 clusters
  Score: Raw -555107.269230 + Penalty 2773.502431 = -552333.766800
  nChanged 1
		SP:Iteration 102Q (7040.010000 sec): 3 clusters
  Score: Raw -555107.429507 + Penalty 2773.502431 = -552333.927077
  nChanged 1
		SP:Iteration 103Q (7040.020000 sec): 3 clusters
  Score: Raw -555107.787005 + Penalty 2773.502431 = -552334.284575
  nChanged 3
		SP:Iteration 104Q (7040.030000 sec): 3 clusters
  Score: Raw -555108.837279 + Penalty 2773.502431 = -552335.334848
  nChanged 4
		SP:Iteration 105Q (7040.040000 sec): 3 clusters
  Score: Raw -555109.446836 + Penalty 2773.502431 = -552335.944405
  nChanged 1
		SP:Iteration 106Q (7040.050000 sec): 3 clusters
  Score: Raw -555109.680440 + Penalty 2773.502431 = -552336.178010
  nChanged 0
		SP:Iteration 107F (7040.070000 sec): 3 clusters
  Score: Raw -555109.680440 + Penalty 2773.502431 = -552336.178010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7040.070000 sec): 2 clusters
  Score: Raw -22179.991576 + Penalty 884.392878 = -21295.598698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7040.070000 sec): 3 clusters
  Score: Raw -22337.983759 + Penalty 1768.785756 = -20569.198003
  nChanged 44
		SP:Iteration 1F (7040.080000 sec): 3 clusters
  Score: Raw -22515.850409 + Penalty 1768.785756 = -20747.064653
  nChanged 19
		SP:Iteration 2F (7040.080000 sec): 3 clusters
  Score: Raw -22637.686713 + Penalty 1768.785756 = -20868.900957
  nChanged 10
		SP:Iteration 3Q (7040.080000 sec): 3 clusters
  Score: Raw -22675.688908 + Penalty 1768.785756 = -20906.903153
  nChanged 0
		SP:Iteration 4F (7040.080000 sec): 3 clusters
  Score: Raw -22675.688908 + Penalty 1768.785756 = -20906.903153
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (89202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7040.350000 sec): 2 clusters
  Score: Raw -10417843.902069 + Penalty 1852.282045 = -10415991.620023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7040.600000 sec): 3 clusters
  Score: Raw -10359985.006315 + Penalty 3704.564090 = -10356280.442225
  nChanged 42596
		SP:Iteration 1F (7040.840000 sec): 3 clusters
  Score: Raw -10387465.755350 + Penalty 3704.564090 = -10383761.191260
  nChanged 5939
		SP:Iteration 2F (7041.080000 sec): 3 clusters
  Score: Raw -10391053.825697 + Penalty 3704.564090 = -10387349.261606
  nChanged 6841
		SP:Iteration 3F (7041.320000 sec): 3 clusters
  Score: Raw -10395888.448776 + Penalty 3704.564090 = -10392183.884685
  nChanged 7048
		SP:Iteration 4F (7041.560000 sec): 3 clusters
  Score: Raw -10401040.489103 + Penalty 3704.564090 = -10397335.925013
  nChanged 6002
		SP:Iteration 5F (7041.800000 sec): 3 clusters
  Score: Raw -10405540.193817 + Penalty 3704.564090 = -10401835.629727
  nChanged 4640
		SP:Iteration 6F (7042.040000 sec): 3 clusters
  Score: Raw -10409558.210394 + Penalty 3704.564090 = -10405853.646304
  nChanged 3377
		SP:Iteration 7Q (7042.280000 sec): 3 clusters
  Score: Raw -10413004.746246 + Penalty 3704.564090 = -10409300.182156
  nChanged 2336
		SP:Iteration 8Q (7042.520000 sec): 3 clusters
  Score: Raw -10415284.954842 + Penalty 3704.564090 = -10411580.390752
  nChanged 1579
		SP:Iteration 9Q (7042.730000 sec): 3 clusters
  Score: Raw -10416434.374268 + Penalty 3704.564090 = -10412729.810178
  nChanged 1075
		SP:Iteration 10Q (7042.930000 sec): 3 clusters
  Score: Raw -10417082.113652 + Penalty 3704.564090 = -10413377.549562
  nChanged 801
		SP:Iteration 11Q (7043.120000 sec): 3 clusters
  Score: Raw -10417521.669160 + Penalty 3704.564090 = -10413817.105070
  nChanged 657
		SP:Iteration 12Q (7043.320000 sec): 3 clusters
  Score: Raw -10417881.041467 + Penalty 3704.564090 = -10414176.477377
  nChanged 556
		SP:Iteration 13Q (7043.500000 sec): 3 clusters
  Score: Raw -10418209.149876 + Penalty 3704.564090 = -10414504.585785
  nChanged 500
		SP:Iteration 14Q (7043.690000 sec): 3 clusters
  Score: Raw -10418588.791403 + Penalty 3704.564090 = -10414884.227312
  nChanged 427
		SP:Iteration 15Q (7043.880000 sec): 3 clusters
  Score: Raw -10418942.810359 + Penalty 3704.564090 = -10415238.246268
  nChanged 367
		SP:Iteration 16Q (7044.060000 sec): 3 clusters
  Score: Raw -10419166.399906 + Penalty 3704.564090 = -10415461.835816
  nChanged 289
		SP:Iteration 17Q (7044.240000 sec): 3 clusters
  Score: Raw -10419257.770390 + Penalty 3704.564090 = -10415553.206300
  nChanged 201
		SP:Iteration 18Q (7044.420000 sec): 3 clusters
  Score: Raw -10419302.584702 + Penalty 3704.564090 = -10415598.020612
  nChanged 139
		SP:Iteration 19Q (7044.600000 sec): 3 clusters
  Score: Raw -10419324.673669 + Penalty 3704.564090 = -10415620.109578
  nChanged 95
		SP:Iteration 20F (7044.840000 sec): 3 clusters
  Score: Raw -10419336.604907 + Penalty 3704.564090 = -10415632.040817
  nChanged 52
		SP:Iteration 21Q (7045.010000 sec): 3 clusters
  Score: Raw -10419341.489160 + Penalty 3704.564090 = -10415636.925069
  nChanged 39
		SP:Iteration 22Q (7045.190000 sec): 3 clusters
  Score: Raw -10419344.259186 + Penalty 3704.564090 = -10415639.695096
  nChanged 28
		SP:Iteration 23Q (7045.370000 sec): 3 clusters
  Score: Raw -10419345.965606 + Penalty 3704.564090 = -10415641.401515
  nChanged 22
		SP:Iteration 24Q (7045.560000 sec): 3 clusters
  Score: Raw -10419347.103463 + Penalty 3704.564090 = -10415642.539372
  nChanged 16
		SP:Iteration 25Q (7045.740000 sec): 3 clusters
  Score: Raw -10419347.856012 + Penalty 3704.564090 = -10415643.291922
  nChanged 9
		SP:Iteration 26Q (7045.920000 sec): 3 clusters
  Score: Raw -10419348.373418 + Penalty 3704.564090 = -10415643.809327
  nChanged 9
		SP:Iteration 27Q (7046.090000 sec): 3 clusters
  Score: Raw -10419348.688706 + Penalty 3704.564090 = -10415644.124615
  nChanged 4
		SP:Iteration 28Q (7046.270000 sec): 3 clusters
  Score: Raw -10419348.792618 + Penalty 3704.564090 = -10415644.228528
  nChanged 5
		SP:Iteration 29Q (7046.450000 sec): 3 clusters
  Score: Raw -10419349.042061 + Penalty 3704.564090 = -10415644.477970
  nChanged 6
		SP:Iteration 30Q (7046.630000 sec): 3 clusters
  Score: Raw -10419349.313726 + Penalty 3704.564090 = -10415644.749636
  nChanged 3
		SP:Iteration 31Q (7046.810000 sec): 3 clusters
  Score: Raw -10419349.419578 + Penalty 3704.564090 = -10415644.855488
  nChanged 4
		SP:Iteration 32Q (7046.990000 sec): 3 clusters
  Score: Raw -10419349.636823 + Penalty 3704.564090 = -10415645.072732
  nChanged 4
		SP:Iteration 33Q (7047.170000 sec): 3 clusters
  Score: Raw -10419349.821899 + Penalty 3704.564090 = -10415645.257809
  nChanged 3
		SP:Iteration 34Q (7047.350000 sec): 3 clusters
  Score: Raw -10419349.920056 + Penalty 3704.564090 = -10415645.355966
  nChanged 4
		SP:Iteration 35Q (7047.530000 sec): 3 clusters
  Score: Raw -10419350.078011 + Penalty 3704.564090 = -10415645.513920
  nChanged 4
		SP:Iteration 36Q (7047.700000 sec): 3 clusters
  Score: Raw -10419350.241101 + Penalty 3704.564090 = -10415645.677011
  nChanged 5
		SP:Iteration 37Q (7047.880000 sec): 3 clusters
  Score: Raw -10419350.562761 + Penalty 3704.564090 = -10415645.998670
  nChanged 8
		SP:Iteration 38Q (7048.060000 sec): 3 clusters
  Score: Raw -10419350.915935 + Penalty 3704.564090 = -10415646.351845
  nChanged 1
		SP:Iteration 39Q (7048.230000 sec): 3 clusters
  Score: Raw -10419350.943133 + Penalty 3704.564090 = -10415646.379043
  nChanged 1
		SP:Iteration 40F (7048.460000 sec): 3 clusters
  Score: Raw -10419351.026710 + Penalty 3704.564090 = -10415646.462619
  nChanged 2
		SP:Iteration 41Q (7048.640000 sec): 3 clusters
  Score: Raw -10419351.151209 + Penalty 3704.564090 = -10415646.587118
  nChanged 1
		SP:Iteration 42Q (7048.820000 sec): 3 clusters
  Score: Raw -10419351.157766 + Penalty 3704.564090 = -10415646.593675
  nChanged 0
		SP:Iteration 43F (7049.060000 sec): 3 clusters
  Score: Raw -10419351.157766 + Penalty 3704.564090 = -10415646.593675
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7049.110000 sec): 2 clusters
  Score: Raw -300821.162465 + Penalty 1288.833774 = -299532.328692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7049.120000 sec): 3 clusters
  Score: Raw -299558.205605 + Penalty 2577.667547 = -296980.538057
  nChanged 1027
		SP:Iteration 1F (7049.130000 sec): 3 clusters
  Score: Raw -300259.057461 + Penalty 2577.667547 = -297681.389914
  nChanged 238
		SP:Iteration 2F (7049.140000 sec): 3 clusters
  Score: Raw -300446.344964 + Penalty 2577.667547 = -297868.677416
  nChanged 159
		SP:Iteration 3F (7049.140000 sec): 3 clusters
  Score: Raw -300574.828846 + Penalty 2577.667547 = -297997.161298
  nChanged 140
		SP:Iteration 4F (7049.150000 sec): 3 clusters
  Score: Raw -300693.723860 + Penalty 2577.667547 = -298116.056312
  nChanged 130
		SP:Iteration 5Q (7049.160000 sec): 3 clusters
  Score: Raw -300807.288581 + Penalty 2577.667547 = -298229.621034
  nChanged 123
		SP:Iteration 6Q (7049.160000 sec): 3 clusters
  Score: Raw -300908.377432 + Penalty 2577.667547 = -298330.709884
  nChanged 111
		SP:Iteration 7Q (7049.170000 sec): 3 clusters
  Score: Raw -300995.314140 + Penalty 2577.667547 = -298417.646593
  nChanged 96
		SP:Iteration 8Q (7049.180000 sec): 3 clusters
  Score: Raw -301079.835039 + Penalty 2577.667547 = -298502.167491
  nChanged 100
		SP:Iteration 9Q (7049.180000 sec): 3 clusters
  Score: Raw -301170.218019 + Penalty 2577.667547 = -298592.550472
  nChanged 58
		SP:Iteration 10Q (7049.190000 sec): 3 clusters
  Score: Raw -301215.950346 + Penalty 2577.667547 = -298638.282799
  nChanged 54
		SP:Iteration 11Q (7049.200000 sec): 3 clusters
  Score: Raw -301254.685441 + Penalty 2577.667547 = -298677.017893
  nChanged 48
		SP:Iteration 12Q (7049.200000 sec): 3 clusters
  Score: Raw -301295.389345 + Penalty 2577.667547 = -298717.721797
  nChanged 50
		SP:Iteration 13Q (7049.210000 sec): 3 clusters
  Score: Raw -301348.692456 + Penalty 2577.667547 = -298771.024908
  nChanged 45
		SP:Iteration 14Q (7049.220000 sec): 3 clusters
  Score: Raw -301399.732517 + Penalty 2577.667547 = -298822.064969
  nChanged 51
		SP:Iteration 15Q (7049.220000 sec): 3 clusters
  Score: Raw -301459.792213 + Penalty 2577.667547 = -298882.124666
  nChanged 32
		SP:Iteration 16Q (7049.230000 sec): 3 clusters
  Score: Raw -301490.579070 + Penalty 2577.667547 = -298912.911523
  nChanged 17
		SP:Iteration 17Q (7049.240000 sec): 3 clusters
  Score: Raw -301500.895060 + Penalty 2577.667547 = -298923.227512
  nChanged 9
		SP:Iteration 18Q (7049.240000 sec): 3 clusters
  Score: Raw -301507.493458 + Penalty 2577.667547 = -298929.825910
  nChanged 11
		SP:Iteration 19Q (7049.250000 sec): 3 clusters
  Score: Raw -301512.017705 + Penalty 2577.667547 = -298934.350157
  nChanged 5
		SP:Iteration 20F (7049.250000 sec): 3 clusters
  Score: Raw -301514.006958 + Penalty 2577.667547 = -298936.339411
  nChanged 3
		SP:Iteration 21Q (7049.260000 sec): 3 clusters
  Score: Raw -301514.700646 + Penalty 2577.667547 = -298937.033098
  nChanged 1
		SP:Iteration 22Q (7049.260000 sec): 3 clusters
  Score: Raw -301514.894438 + Penalty 2577.667547 = -298937.226891
  nChanged 0
		SP:Iteration 23F (7049.270000 sec): 3 clusters
  Score: Raw -301514.894438 + Penalty 2577.667547 = -298937.226891
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7049.310000 sec): 2 clusters
  Score: Raw -1344698.380939 + Penalty 1521.371902 = -1343177.009037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7049.340000 sec): 3 clusters
  Score: Raw -1337951.668969 + Penalty 3042.743804 = -1334908.925165
  nChanged 5152
		SP:Iteration 1F (7049.370000 sec): 3 clusters
  Score: Raw -1340715.658809 + Penalty 3042.743804 = -1337672.915004
  nChanged 811
		SP:Iteration 2F (7049.400000 sec): 3 clusters
  Score: Raw -1341122.922913 + Penalty 3042.743804 = -1338080.179109
  nChanged 782
		SP:Iteration 3F (7049.430000 sec): 3 clusters
  Score: Raw -1341574.237043 + Penalty 3042.743804 = -1338531.493238
  nChanged 759
		SP:Iteration 4F (7049.460000 sec): 3 clusters
  Score: Raw -1342060.550587 + Penalty 3042.743804 = -1339017.806783
  nChanged 790
		SP:Iteration 5F (7049.490000 sec): 3 clusters
  Score: Raw -1342644.800776 + Penalty 3042.743804 = -1339602.056972
  nChanged 797
		SP:Iteration 6F (7049.520000 sec): 3 clusters
  Score: Raw -1343305.421196 + Penalty 3042.743804 = -1340262.677392
  nChanged 725
		SP:Iteration 7F (7049.550000 sec): 3 clusters
  Score: Raw -1343878.104410 + Penalty 3042.743804 = -1340835.360606
  nChanged 516
		SP:Iteration 8Q (7049.580000 sec): 3 clusters
  Score: Raw -1344255.559251 + Penalty 3042.743804 = -1341212.815447
  nChanged 382
		SP:Iteration 9Q (7049.610000 sec): 3 clusters
  Score: Raw -1344537.209813 + Penalty 3042.743804 = -1341494.466008
  nChanged 258
		SP:Iteration 10Q (7049.640000 sec): 3 clusters
  Score: Raw -1344726.991476 + Penalty 3042.743804 = -1341684.247672
  nChanged 157
		SP:Iteration 11Q (7049.670000 sec): 3 clusters
  Score: Raw -1344822.741880 + Penalty 3042.743804 = -1341779.998075
  nChanged 98
		SP:Iteration 12Q (7049.700000 sec): 3 clusters
  Score: Raw -1344885.925884 + Penalty 3042.743804 = -1341843.182080
  nChanged 65
		SP:Iteration 13Q (7049.730000 sec): 3 clusters
  Score: Raw -1344929.490129 + Penalty 3042.743804 = -1341886.746324
  nChanged 50
		SP:Iteration 14Q (7049.760000 sec): 3 clusters
  Score: Raw -1344963.424032 + Penalty 3042.743804 = -1341920.680228
  nChanged 36
		SP:Iteration 15Q (7049.780000 sec): 3 clusters
  Score: Raw -1344986.679357 + Penalty 3042.743804 = -1341943.935553
  nChanged 28
		SP:Iteration 16Q (7049.820000 sec): 3 clusters
  Score: Raw -1345004.512491 + Penalty 3042.743804 = -1341961.768687
  nChanged 21
		SP:Iteration 17Q (7049.840000 sec): 3 clusters
  Score: Raw -1345020.931498 + Penalty 3042.743804 = -1341978.187693
  nChanged 21
		SP:Iteration 18Q (7049.870000 sec): 3 clusters
  Score: Raw -1345034.637909 + Penalty 3042.743804 = -1341991.894105
  nChanged 14
		SP:Iteration 19Q (7049.900000 sec): 3 clusters
  Score: Raw -1345041.967689 + Penalty 3042.743804 = -1341999.223885
  nChanged 6
		SP:Iteration 20F (7049.930000 sec): 3 clusters
  Score: Raw -1345044.766284 + Penalty 3042.743804 = -1342002.022480
  nChanged 5
		SP:Iteration 21Q (7049.960000 sec): 3 clusters
  Score: Raw -1345047.855944 + Penalty 3042.743804 = -1342005.112140
  nChanged 4
		SP:Iteration 22Q (7049.980000 sec): 3 clusters
  Score: Raw -1345049.498564 + Penalty 3042.743804 = -1342006.754760
  nChanged 4
		SP:Iteration 23Q (7050.010000 sec): 3 clusters
  Score: Raw -1345052.674044 + Penalty 3042.743804 = -1342009.930240
  nChanged 1
		SP:Iteration 24Q (7050.040000 sec): 3 clusters
  Score: Raw -1345052.879713 + Penalty 3042.743804 = -1342010.135909
  nChanged 2
		SP:Iteration 25Q (7050.060000 sec): 3 clusters
  Score: Raw -1345053.568755 + Penalty 3042.743804 = -1342010.824951
  nChanged 1
		SP:Iteration 26Q (7050.090000 sec): 3 clusters
  Score: Raw -1345054.142994 + Penalty 3042.743804 = -1342011.399190
  nChanged 1
		SP:Iteration 27Q (7050.120000 sec): 3 clusters
  Score: Raw -1345054.869890 + Penalty 3042.743804 = -1342012.126086
  nChanged 1
		SP:Iteration 28Q (7050.140000 sec): 3 clusters
  Score: Raw -1345055.073753 + Penalty 3042.743804 = -1342012.329949
  nChanged 0
		SP:Iteration 29F (7050.170000 sec): 3 clusters
  Score: Raw -1345055.073753 + Penalty 3042.743804 = -1342012.329949
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7050.190000 sec): 2 clusters
  Score: Raw -492758.381036 + Penalty 1369.821797 = -491388.559240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7050.200000 sec): 3 clusters
  Score: Raw -490411.353227 + Penalty 2739.643593 = -487671.709634
  nChanged 1847
		SP:Iteration 1F (7050.220000 sec): 3 clusters
  Score: Raw -491540.439899 + Penalty 2739.643593 = -488800.796306
  nChanged 368
		SP:Iteration 2F (7050.230000 sec): 3 clusters
  Score: Raw -491857.205554 + Penalty 2739.643593 = -489117.561961
  nChanged 333
		SP:Iteration 3F (7050.240000 sec): 3 clusters
  Score: Raw -492187.401355 + Penalty 2739.643593 = -489447.757762
  nChanged 328
		SP:Iteration 4F (7050.250000 sec): 3 clusters
  Score: Raw -492504.552042 + Penalty 2739.643593 = -489764.908449
  nChanged 290
		SP:Iteration 5F (7050.260000 sec): 3 clusters
  Score: Raw -492746.510992 + Penalty 2739.643593 = -490006.867399
  nChanged 240
		SP:Iteration 6F (7050.270000 sec): 3 clusters
  Score: Raw -492949.596940 + Penalty 2739.643593 = -490209.953347
  nChanged 189
		SP:Iteration 7Q (7050.280000 sec): 3 clusters
  Score: Raw -493065.422967 + Penalty 2739.643593 = -490325.779374
  nChanged 131
		SP:Iteration 8Q (7050.300000 sec): 3 clusters
  Score: Raw -493129.731567 + Penalty 2739.643593 = -490390.087974
  nChanged 90
		SP:Iteration 9Q (7050.310000 sec): 3 clusters
  Score: Raw -493168.305120 + Penalty 2739.643593 = -490428.661527
  nChanged 77
		SP:Iteration 10Q (7050.320000 sec): 3 clusters
  Score: Raw -493208.635513 + Penalty 2739.643593 = -490468.991920
  nChanged 69
		SP:Iteration 11Q (7050.330000 sec): 3 clusters
  Score: Raw -493238.077278 + Penalty 2739.643593 = -490498.433685
  nChanged 51
		SP:Iteration 12Q (7050.340000 sec): 3 clusters
  Score: Raw -493262.614069 + Penalty 2739.643593 = -490522.970476
  nChanged 36
		SP:Iteration 13Q (7050.350000 sec): 3 clusters
  Score: Raw -493274.287475 + Penalty 2739.643593 = -490534.643882
  nChanged 32
		SP:Iteration 14Q (7050.360000 sec): 3 clusters
  Score: Raw -493283.207095 + Penalty 2739.643593 = -490543.563502
  nChanged 22
		SP:Iteration 15Q (7050.370000 sec): 3 clusters
  Score: Raw -493289.869601 + Penalty 2739.643593 = -490550.226008
  nChanged 19
		SP:Iteration 16Q (7050.380000 sec): 3 clusters
  Score: Raw -493296.984133 + Penalty 2739.643593 = -490557.340539
  nChanged 19
		SP:Iteration 17Q (7050.400000 sec): 3 clusters
  Score: Raw -493304.300399 + Penalty 2739.643593 = -490564.656806
  nChanged 22
		SP:Iteration 18Q (7050.410000 sec): 3 clusters
  Score: Raw -493310.836366 + Penalty 2739.643593 = -490571.192773
  nChanged 15
		SP:Iteration 19Q (7050.420000 sec): 3 clusters
  Score: Raw -493316.826622 + Penalty 2739.643593 = -490577.183029
  nChanged 23
		SP:Iteration 20F (7050.430000 sec): 3 clusters
  Score: Raw -493325.334166 + Penalty 2739.643593 = -490585.690573
  nChanged 20
		SP:Iteration 21Q (7050.440000 sec): 3 clusters
  Score: Raw -493332.843358 + Penalty 2739.643593 = -490593.199765
  nChanged 13
		SP:Iteration 22Q (7050.450000 sec): 3 clusters
  Score: Raw -493337.659531 + Penalty 2739.643593 = -490598.015938
  nChanged 16
		SP:Iteration 23Q (7050.460000 sec): 3 clusters
  Score: Raw -493344.389420 + Penalty 2739.643593 = -490604.745827
  nChanged 20
		SP:Iteration 24Q (7050.470000 sec): 3 clusters
  Score: Raw -493352.533588 + Penalty 2739.643593 = -490612.889995
  nChanged 31
		SP:Iteration 25Q (7050.480000 sec): 3 clusters
  Score: Raw -493363.177387 + Penalty 2739.643593 = -490623.533794
  nChanged 21
		SP:Iteration 26Q (7050.490000 sec): 3 clusters
  Score: Raw -493371.484177 + Penalty 2739.643593 = -490631.840584
  nChanged 19
		SP:Iteration 27Q (7050.500000 sec): 3 clusters
  Score: Raw -493378.876939 + Penalty 2739.643593 = -490639.233346
  nChanged 23
		SP:Iteration 28Q (7050.510000 sec): 3 clusters
  Score: Raw -493387.551275 + Penalty 2739.643593 = -490647.907682
  nChanged 16
		SP:Iteration 29Q (7050.520000 sec): 3 clusters
  Score: Raw -493393.516412 + Penalty 2739.643593 = -490653.872819
  nChanged 21
		SP:Iteration 30Q (7050.540000 sec): 3 clusters
  Score: Raw -493399.599046 + Penalty 2739.643593 = -490659.955453
  nChanged 20
		SP:Iteration 31Q (7050.540000 sec): 3 clusters
  Score: Raw -493403.724593 + Penalty 2739.643593 = -490664.081000
  nChanged 15
		SP:Iteration 32Q (7050.560000 sec): 3 clusters
  Score: Raw -493407.910722 + Penalty 2739.643593 = -490668.267129
  nChanged 17
		SP:Iteration 33Q (7050.570000 sec): 3 clusters
  Score: Raw -493413.551932 + Penalty 2739.643593 = -490673.908339
  nChanged 10
		SP:Iteration 34Q (7050.580000 sec): 3 clusters
  Score: Raw -493415.843512 + Penalty 2739.643593 = -490676.199919
  nChanged 12
		SP:Iteration 35Q (7050.590000 sec): 3 clusters
  Score: Raw -493418.796138 + Penalty 2739.643593 = -490679.152545
  nChanged 13
		SP:Iteration 36Q (7050.600000 sec): 3 clusters
  Score: Raw -493422.895560 + Penalty 2739.643593 = -490683.251967
  nChanged 13
		SP:Iteration 37Q (7050.610000 sec): 3 clusters
  Score: Raw -493426.700522 + Penalty 2739.643593 = -490687.056929
  nChanged 16
		SP:Iteration 38Q (7050.620000 sec): 3 clusters
  Score: Raw -493431.786253 + Penalty 2739.643593 = -490692.142660
  nChanged 12
		SP:Iteration 39Q (7050.630000 sec): 3 clusters
  Score: Raw -493434.973706 + Penalty 2739.643593 = -490695.330113
  nChanged 12
		SP:Iteration 40F (7050.640000 sec): 3 clusters
  Score: Raw -493438.977625 + Penalty 2739.643593 = -490699.334032
  nChanged 13
		SP:Iteration 41Q (7050.650000 sec): 3 clusters
  Score: Raw -493445.028186 + Penalty 2739.643593 = -490705.384593
  nChanged 16
		SP:Iteration 42Q (7050.660000 sec): 3 clusters
  Score: Raw -493450.622127 + Penalty 2739.643593 = -490710.978534
  nChanged 18
		SP:Iteration 43Q (7050.670000 sec): 3 clusters
  Score: Raw -493457.586236 + Penalty 2739.643593 = -490717.942643
  nChanged 18
		SP:Iteration 44Q (7050.680000 sec): 3 clusters
  Score: Raw -493464.502516 + Penalty 2739.643593 = -490724.858923
  nChanged 18
		SP:Iteration 45Q (7050.690000 sec): 3 clusters
  Score: Raw -493470.438015 + Penalty 2739.643593 = -490730.794422
  nChanged 12
		SP:Iteration 46Q (7050.700000 sec): 3 clusters
  Score: Raw -493474.627145 + Penalty 2739.643593 = -490734.983552
  nChanged 3
		SP:Iteration 47Q (7050.720000 sec): 3 clusters
  Score: Raw -493475.208160 + Penalty 2739.643593 = -490735.564567
  nChanged 1
		SP:Iteration 48Q (7050.720000 sec): 3 clusters
  Score: Raw -493475.375056 + Penalty 2739.643593 = -490735.731463
  nChanged 3
		SP:Iteration 49Q (7050.740000 sec): 3 clusters
  Score: Raw -493476.389161 + Penalty 2739.643593 = -490736.745568
  nChanged 5
		SP:Iteration 50Q (7050.740000 sec): 3 clusters
  Score: Raw -493477.385909 + Penalty 2739.643593 = -490737.742316
  nChanged 4
		SP:Iteration 51Q (7050.760000 sec): 3 clusters
  Score: Raw -493478.078855 + Penalty 2739.643593 = -490738.435262
  nChanged 4
		SP:Iteration 52Q (7050.760000 sec): 3 clusters
  Score: Raw -493479.966677 + Penalty 2739.643593 = -490740.323084
  nChanged 9
		SP:Iteration 53Q (7050.780000 sec): 3 clusters
  Score: Raw -493482.509723 + Penalty 2739.643593 = -490742.866130
  nChanged 12
		SP:Iteration 54Q (7050.790000 sec): 3 clusters
  Score: Raw -493485.839006 + Penalty 2739.643593 = -490746.195413
  nChanged 11
		SP:Iteration 55Q (7050.800000 sec): 3 clusters
  Score: Raw -493489.509150 + Penalty 2739.643593 = -490749.865557
  nChanged 10
		SP:Iteration 56Q (7050.810000 sec): 3 clusters
  Score: Raw -493492.708425 + Penalty 2739.643593 = -490753.064832
  nChanged 10
		SP:Iteration 57Q (7050.820000 sec): 3 clusters
  Score: Raw -493496.031604 + Penalty 2739.643593 = -490756.388011
  nChanged 12
		SP:Iteration 58Q (7050.830000 sec): 3 clusters
  Score: Raw -493502.006913 + Penalty 2739.643593 = -490762.363320
  nChanged 16
		SP:Iteration 59Q (7050.840000 sec): 3 clusters
  Score: Raw -493509.721509 + Penalty 2739.643593 = -490770.077916
  nChanged 16
		SP:Iteration 60F (7050.850000 sec): 3 clusters
  Score: Raw -493515.846374 + Penalty 2739.643593 = -490776.202781
  nChanged 19
		SP:Iteration 61Q (7050.860000 sec): 3 clusters
  Score: Raw -493522.949316 + Penalty 2739.643593 = -490783.305722
  nChanged 12
		SP:Iteration 62Q (7050.870000 sec): 3 clusters
  Score: Raw -493526.706040 + Penalty 2739.643593 = -490787.062447
  nChanged 10
		SP:Iteration 63Q (7050.880000 sec): 3 clusters
  Score: Raw -493529.790786 + Penalty 2739.643593 = -490790.147193
  nChanged 15
		SP:Iteration 64Q (7050.890000 sec): 3 clusters
  Score: Raw -493538.141031 + Penalty 2739.643593 = -490798.497438
  nChanged 20
		SP:Iteration 65Q (7050.900000 sec): 3 clusters
  Score: Raw -493543.983163 + Penalty 2739.643593 = -490804.339570
  nChanged 18
		SP:Iteration 66Q (7050.910000 sec): 3 clusters
  Score: Raw -493550.893848 + Penalty 2739.643593 = -490811.250255
  nChanged 18
		SP:Iteration 67Q (7050.920000 sec): 3 clusters
  Score: Raw -493558.148443 + Penalty 2739.643593 = -490818.504850
  nChanged 18
		SP:Iteration 68Q (7050.930000 sec): 3 clusters
  Score: Raw -493563.123980 + Penalty 2739.643593 = -490823.480387
  nChanged 8
		SP:Iteration 69Q (7050.940000 sec): 3 clusters
  Score: Raw -493565.715548 + Penalty 2739.643593 = -490826.071955
  nChanged 6
		SP:Iteration 70Q (7050.950000 sec): 3 clusters
  Score: Raw -493567.977563 + Penalty 2739.643593 = -490828.333970
  nChanged 10
		SP:Iteration 71Q (7050.960000 sec): 3 clusters
  Score: Raw -493573.300437 + Penalty 2739.643593 = -490833.656844
  nChanged 12
		SP:Iteration 72Q (7050.970000 sec): 3 clusters
  Score: Raw -493576.648565 + Penalty 2739.643593 = -490837.004972
  nChanged 7
		SP:Iteration 73Q (7050.980000 sec): 3 clusters
  Score: Raw -493578.804171 + Penalty 2739.643593 = -490839.160578
  nChanged 8
		SP:Iteration 74Q (7050.990000 sec): 3 clusters
  Score: Raw -493580.215024 + Penalty 2739.643593 = -490840.571431
  nChanged 3
		SP:Iteration 75Q (7051.000000 sec): 3 clusters
  Score: Raw -493580.704965 + Penalty 2739.643593 = -490841.061372
  nChanged 6
		SP:Iteration 76Q (7051.010000 sec): 3 clusters
  Score: Raw -493582.343729 + Penalty 2739.643593 = -490842.700136
  nChanged 8
		SP:Iteration 77Q (7051.020000 sec): 3 clusters
  Score: Raw -493584.387784 + Penalty 2739.643593 = -490844.744191
  nChanged 11
		SP:Iteration 78Q (7051.030000 sec): 3 clusters
  Score: Raw -493588.062066 + Penalty 2739.643593 = -490848.418473
  nChanged 9
		SP:Iteration 79Q (7051.040000 sec): 3 clusters
  Score: Raw -493591.026470 + Penalty 2739.643593 = -490851.382877
  nChanged 9
		SP:Iteration 80F (7051.050000 sec): 3 clusters
  Score: Raw -493595.325848 + Penalty 2739.643593 = -490855.682255
  nChanged 14
		SP:Iteration 81Q (7051.060000 sec): 3 clusters
  Score: Raw -493601.087643 + Penalty 2739.643593 = -490861.444050
  nChanged 20
		SP:Iteration 82Q (7051.070000 sec): 3 clusters
  Score: Raw -493608.750751 + Penalty 2739.643593 = -490869.107158
  nChanged 18
		SP:Iteration 83Q (7051.080000 sec): 3 clusters
  Score: Raw -493617.128302 + Penalty 2739.643593 = -490877.484709
  nChanged 21
		SP:Iteration 84Q (7051.090000 sec): 3 clusters
  Score: Raw -493626.870762 + Penalty 2739.643593 = -490887.227169
  nChanged 21
		SP:Iteration 85Q (7051.100000 sec): 3 clusters
  Score: Raw -493635.306427 + Penalty 2739.643593 = -490895.662834
  nChanged 18
		SP:Iteration 86Q (7051.110000 sec): 3 clusters
  Score: Raw -493643.910605 + Penalty 2739.643593 = -490904.267012
  nChanged 20
		SP:Iteration 87Q (7051.120000 sec): 3 clusters
  Score: Raw -493652.166436 + Penalty 2739.643593 = -490912.522843
  nChanged 14
		SP:Iteration 88Q (7051.130000 sec): 3 clusters
  Score: Raw -493656.904211 + Penalty 2739.643593 = -490917.260618
  nChanged 18
		SP:Iteration 89Q (7051.140000 sec): 3 clusters
  Score: Raw -493663.102554 + Penalty 2739.643593 = -490923.458961
  nChanged 15
		SP:Iteration 90Q (7051.150000 sec): 3 clusters
  Score: Raw -493670.774195 + Penalty 2739.643593 = -490931.130602
  nChanged 18
		SP:Iteration 91Q (7051.160000 sec): 3 clusters
  Score: Raw -493678.690127 + Penalty 2739.643593 = -490939.046534
  nChanged 18
		SP:Iteration 92Q (7051.170000 sec): 3 clusters
  Score: Raw -493687.921399 + Penalty 2739.643593 = -490948.277806
  nChanged 18
		SP:Iteration 93Q (7051.180000 sec): 3 clusters
  Score: Raw -493698.558919 + Penalty 2739.643593 = -490958.915326
  nChanged 17
		SP:Iteration 94Q (7051.190000 sec): 3 clusters
  Score: Raw -493708.471872 + Penalty 2739.643593 = -490968.828279
  nChanged 17
		SP:Iteration 95Q (7051.200000 sec): 3 clusters
  Score: Raw -493717.278607 + Penalty 2739.643593 = -490977.635014
  nChanged 20
		SP:Iteration 96Q (7051.210000 sec): 3 clusters
  Score: Raw -493728.883619 + Penalty 2739.643593 = -490989.240026
  nChanged 31
		SP:Iteration 97Q (7051.220000 sec): 3 clusters
  Score: Raw -493747.693517 + Penalty 2739.643593 = -491008.049924
  nChanged 23
		SP:Iteration 98Q (7051.220000 sec): 3 clusters
  Score: Raw -493758.340752 + Penalty 2739.643593 = -491018.697159
  nChanged 19
		SP:Iteration 99Q (7051.240000 sec): 3 clusters
  Score: Raw -493767.526688 + Penalty 2739.643593 = -491027.883095
  nChanged 15
		SP:Iteration 100F (7051.250000 sec): 3 clusters
  Score: Raw -493774.198478 + Penalty 2739.643593 = -491034.554885
  nChanged 14
		SP:Iteration 101Q (7051.260000 sec): 3 clusters
  Score: Raw -493779.677167 + Penalty 2739.643593 = -491040.033574
  nChanged 9
		SP:Iteration 102Q (7051.260000 sec): 3 clusters
  Score: Raw -493782.568255 + Penalty 2739.643593 = -491042.924662
  nChanged 3
		SP:Iteration 103Q (7051.270000 sec): 3 clusters
  Score: Raw -493783.863627 + Penalty 2739.643593 = -491044.220034
  nChanged 1
		SP:Iteration 104Q (7051.280000 sec): 3 clusters
  Score: Raw -493784.126748 + Penalty 2739.643593 = -491044.483154
  nChanged 1
		SP:Iteration 105Q (7051.290000 sec): 3 clusters
  Score: Raw -493784.222476 + Penalty 2739.643593 = -491044.578883
  nChanged 0
		SP:Iteration 106F (7051.300000 sec): 3 clusters
  Score: Raw -493784.222476 + Penalty 2739.643593 = -491044.578883
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7051.360000 sec): 2 clusters
  Score: Raw -2038055.606683 + Penalty 1591.698356 = -2036463.908328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7051.410000 sec): 3 clusters
  Score: Raw -2027229.671602 + Penalty 3183.396711 = -2024046.274891
  nChanged 8174
		SP:Iteration 1F (7051.460000 sec): 3 clusters
  Score: Raw -2032194.595639 + Penalty 3183.396711 = -2029011.198928
  nChanged 1385
		SP:Iteration 2F (7051.500000 sec): 3 clusters
  Score: Raw -2033259.179612 + Penalty 3183.396711 = -2030075.782901
  nChanged 1519
		SP:Iteration 3F (7051.550000 sec): 3 clusters
  Score: Raw -2034502.900301 + Penalty 3183.396711 = -2031319.503590
  nChanged 1491
		SP:Iteration 4F (7051.600000 sec): 3 clusters
  Score: Raw -2035798.836620 + Penalty 3183.396711 = -2032615.439909
  nChanged 1297
		SP:Iteration 5F (7051.640000 sec): 3 clusters
  Score: Raw -2036896.874938 + Penalty 3183.396711 = -2033713.478227
  nChanged 973
		SP:Iteration 6F (7051.690000 sec): 3 clusters
  Score: Raw -2037686.597126 + Penalty 3183.396711 = -2034503.200414
  nChanged 724
		SP:Iteration 7Q (7051.740000 sec): 3 clusters
  Score: Raw -2038228.148259 + Penalty 3183.396711 = -2035044.751548
  nChanged 483
		SP:Iteration 8Q (7051.780000 sec): 3 clusters
  Score: Raw -2038547.970359 + Penalty 3183.396711 = -2035364.573648
  nChanged 328
		SP:Iteration 9Q (7051.830000 sec): 3 clusters
  Score: Raw -2038733.550461 + Penalty 3183.396711 = -2035550.153750
  nChanged 234
		SP:Iteration 10Q (7051.880000 sec): 3 clusters
  Score: Raw -2038854.673205 + Penalty 3183.396711 = -2035671.276494
  nChanged 172
		SP:Iteration 11Q (7051.930000 sec): 3 clusters
  Score: Raw -2038952.112025 + Penalty 3183.396711 = -2035768.715313
  nChanged 140
		SP:Iteration 12Q (7051.980000 sec): 3 clusters
  Score: Raw -2039028.533401 + Penalty 3183.396711 = -2035845.136690
  nChanged 100
		SP:Iteration 13Q (7052.020000 sec): 3 clusters
  Score: Raw -2039066.961594 + Penalty 3183.396711 = -2035883.564883
  nChanged 72
		SP:Iteration 14Q (7052.070000 sec): 3 clusters
  Score: Raw -2039090.961586 + Penalty 3183.396711 = -2035907.564874
  nChanged 54
		SP:Iteration 15Q (7052.110000 sec): 3 clusters
  Score: Raw -2039105.844701 + Penalty 3183.396711 = -2035922.447990
  nChanged 33
		SP:Iteration 16Q (7052.160000 sec): 3 clusters
  Score: Raw -2039112.913036 + Penalty 3183.396711 = -2035929.516325
  nChanged 26
		SP:Iteration 17Q (7052.200000 sec): 3 clusters
  Score: Raw -2039118.302078 + Penalty 3183.396711 = -2035934.905367
  nChanged 17
		SP:Iteration 18Q (7052.250000 sec): 3 clusters
  Score: Raw -2039121.764989 + Penalty 3183.396711 = -2035938.368278
  nChanged 11
		SP:Iteration 19Q (7052.300000 sec): 3 clusters
  Score: Raw -2039123.880508 + Penalty 3183.396711 = -2035940.483797
  nChanged 12
		SP:Iteration 20F (7052.340000 sec): 3 clusters
  Score: Raw -2039126.237101 + Penalty 3183.396711 = -2035942.840389
  nChanged 16
		SP:Iteration 21Q (7052.390000 sec): 3 clusters
  Score: Raw -2039129.190564 + Penalty 3183.396711 = -2035945.793852
  nChanged 12
		SP:Iteration 22Q (7052.440000 sec): 3 clusters
  Score: Raw -2039132.719881 + Penalty 3183.396711 = -2035949.323170
  nChanged 14
		SP:Iteration 23Q (7052.480000 sec): 3 clusters
  Score: Raw -2039135.485318 + Penalty 3183.396711 = -2035952.088607
  nChanged 10
		SP:Iteration 24Q (7052.520000 sec): 3 clusters
  Score: Raw -2039137.256556 + Penalty 3183.396711 = -2035953.859844
  nChanged 11
		SP:Iteration 25Q (7052.570000 sec): 3 clusters
  Score: Raw -2039139.093944 + Penalty 3183.396711 = -2035955.697233
  nChanged 8
		SP:Iteration 26Q (7052.620000 sec): 3 clusters
  Score: Raw -2039140.453196 + Penalty 3183.396711 = -2035957.056485
  nChanged 7
		SP:Iteration 27Q (7052.660000 sec): 3 clusters
  Score: Raw -2039141.565155 + Penalty 3183.396711 = -2035958.168444
  nChanged 9
		SP:Iteration 28Q (7052.710000 sec): 3 clusters
  Score: Raw -2039143.035447 + Penalty 3183.396711 = -2035959.638736
  nChanged 12
		SP:Iteration 29Q (7052.750000 sec): 3 clusters
  Score: Raw -2039146.314821 + Penalty 3183.396711 = -2035962.918110
  nChanged 14
		SP:Iteration 30Q (7052.800000 sec): 3 clusters
  Score: Raw -2039149.112828 + Penalty 3183.396711 = -2035965.716117
  nChanged 12
		SP:Iteration 31Q (7052.840000 sec): 3 clusters
  Score: Raw -2039151.462914 + Penalty 3183.396711 = -2035968.066203
  nChanged 3
		SP:Iteration 32Q (7052.890000 sec): 3 clusters
  Score: Raw -2039152.141604 + Penalty 3183.396711 = -2035968.744893
  nChanged 2
		SP:Iteration 33Q (7052.930000 sec): 3 clusters
  Score: Raw -2039152.359615 + Penalty 3183.396711 = -2035968.962904
  nChanged 3
		SP:Iteration 34Q (7052.980000 sec): 3 clusters
  Score: Raw -2039152.567566 + Penalty 3183.396711 = -2035969.170855
  nChanged 3
		SP:Iteration 35Q (7053.020000 sec): 3 clusters
  Score: Raw -2039152.739930 + Penalty 3183.396711 = -2035969.343219
  nChanged 2
		SP:Iteration 36Q (7053.070000 sec): 3 clusters
  Score: Raw -2039152.948014 + Penalty 3183.396711 = -2035969.551303
  nChanged 1
		SP:Iteration 37Q (7053.120000 sec): 3 clusters
  Score: Raw -2039153.304072 + Penalty 3183.396711 = -2035969.907361
  nChanged 3
		SP:Iteration 38Q (7053.160000 sec): 3 clusters
  Score: Raw -2039153.738089 + Penalty 3183.396711 = -2035970.341378
  nChanged 2
		SP:Iteration 39Q (7053.200000 sec): 3 clusters
  Score: Raw -2039153.986878 + Penalty 3183.396711 = -2035970.590167
  nChanged 1
		SP:Iteration 40F (7053.250000 sec): 3 clusters
  Score: Raw -2039154.091298 + Penalty 3183.396711 = -2035970.694587
  nChanged 1
		SP:Iteration 41Q (7053.300000 sec): 3 clusters
  Score: Raw -2039154.144783 + Penalty 3183.396711 = -2035970.748072
  nChanged 0
		SP:Iteration 42F (7053.340000 sec): 3 clusters
  Score: Raw -2039154.144783 + Penalty 3183.396711 = -2035970.748072
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7053.440000 sec): 2 clusters
  Score: Raw -3952257.428294 + Penalty 1693.596535 = -3950563.831759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7053.540000 sec): 3 clusters
  Score: Raw -3931254.157915 + Penalty 3387.193071 = -3927866.964844
  nChanged 15608
		SP:Iteration 1F (7053.630000 sec): 3 clusters
  Score: Raw -3940195.145982 + Penalty 3387.193071 = -3936807.952911
  nChanged 1613
		SP:Iteration 2Q (7053.720000 sec): 3 clusters
  Score: Raw -3940796.706756 + Penalty 3387.193071 = -3937409.513686
  nChanged 1659
		SP:Iteration 3Q (7053.810000 sec): 3 clusters
  Score: Raw -3941461.253143 + Penalty 3387.193071 = -3938074.060072
  nChanged 1686
		SP:Iteration 4F (7053.900000 sec): 3 clusters
  Score: Raw -3942223.303963 + Penalty 3387.193071 = -3938836.110892
  nChanged 1765
		SP:Iteration 5F (7054.000000 sec): 3 clusters
  Score: Raw -3943040.876188 + Penalty 3387.193071 = -3939653.683117
  nChanged 1730
		SP:Iteration 6F (7054.090000 sec): 3 clusters
  Score: Raw -3943819.218900 + Penalty 3387.193071 = -3940432.025829
  nChanged 1594
		SP:Iteration 7Q (7054.180000 sec): 3 clusters
  Score: Raw -3944468.235976 + Penalty 3387.193071 = -3941081.042905
  nChanged 1405
		SP:Iteration 8Q (7054.270000 sec): 3 clusters
  Score: Raw -3944970.245504 + Penalty 3387.193071 = -3941583.052433
  nChanged 1195
		SP:Iteration 9Q (7054.360000 sec): 3 clusters
  Score: Raw -3945350.463394 + Penalty 3387.193071 = -3941963.270323
  nChanged 1050
		SP:Iteration 10Q (7054.460000 sec): 3 clusters
  Score: Raw -3945636.132605 + Penalty 3387.193071 = -3942248.939534
  nChanged 896
		SP:Iteration 11Q (7054.550000 sec): 3 clusters
  Score: Raw -3945864.553467 + Penalty 3387.193071 = -3942477.360396
  nChanged 781
		SP:Iteration 12Q (7054.640000 sec): 3 clusters
  Score: Raw -3946053.211510 + Penalty 3387.193071 = -3942666.018440
  nChanged 725
		SP:Iteration 13Q (7054.730000 sec): 3 clusters
  Score: Raw -3946226.464397 + Penalty 3387.193071 = -3942839.271326
  nChanged 661
		SP:Iteration 14Q (7054.820000 sec): 3 clusters
  Score: Raw -3946391.523387 + Penalty 3387.193071 = -3943004.330316
  nChanged 680
		SP:Iteration 15Q (7054.910000 sec): 3 clusters
  Score: Raw -3946580.269518 + Penalty 3387.193071 = -3943193.076447
  nChanged 768
		SP:Iteration 16Q (7055.000000 sec): 3 clusters
  Score: Raw -3946822.229531 + Penalty 3387.193071 = -3943435.036460
  nChanged 843
		SP:Iteration 17Q (7055.100000 sec): 3 clusters
  Score: Raw -3947113.880991 + Penalty 3387.193071 = -3943726.687920
  nChanged 901
		SP:Iteration 18Q (7055.190000 sec): 3 clusters
  Score: Raw -3947447.896632 + Penalty 3387.193071 = -3944060.703561
  nChanged 963
		SP:Iteration 19Q (7055.280000 sec): 3 clusters
  Score: Raw -3947833.198347 + Penalty 3387.193071 = -3944446.005277
  nChanged 1014
		SP:Iteration 20F (7055.370000 sec): 3 clusters
  Score: Raw -3948293.233482 + Penalty 3387.193071 = -3944906.040411
  nChanged 1098
		SP:Iteration 21Q (7055.460000 sec): 3 clusters
  Score: Raw -3948827.258364 + Penalty 3387.193071 = -3945440.065294
  nChanged 1079
		SP:Iteration 22Q (7055.540000 sec): 3 clusters
  Score: Raw -3949336.385592 + Penalty 3387.193071 = -3945949.192521
  nChanged 1003
		SP:Iteration 23Q (7055.630000 sec): 3 clusters
  Score: Raw -3949811.989534 + Penalty 3387.193071 = -3946424.796463
  nChanged 923
		SP:Iteration 24Q (7055.710000 sec): 3 clusters
  Score: Raw -3950270.184592 + Penalty 3387.193071 = -3946882.991521
  nChanged 896
		SP:Iteration 25Q (7055.790000 sec): 3 clusters
  Score: Raw -3950775.023972 + Penalty 3387.193071 = -3947387.830902
  nChanged 875
		SP:Iteration 26Q (7055.880000 sec): 3 clusters
  Score: Raw -3951281.596304 + Penalty 3387.193071 = -3947894.403233
  nChanged 722
		SP:Iteration 27Q (7055.950000 sec): 3 clusters
  Score: Raw -3951720.348508 + Penalty 3387.193071 = -3948333.155438
  nChanged 599
		SP:Iteration 28Q (7056.030000 sec): 3 clusters
  Score: Raw -3952074.814160 + Penalty 3387.193071 = -3948687.621089
  nChanged 482
		SP:Iteration 29Q (7056.100000 sec): 3 clusters
  Score: Raw -3952323.224311 + Penalty 3387.193071 = -3948936.031240
  nChanged 357
		SP:Iteration 30Q (7056.180000 sec): 3 clusters
  Score: Raw -3952490.381270 + Penalty 3387.193071 = -3949103.188200
  nChanged 296
		SP:Iteration 31Q (7056.250000 sec): 3 clusters
  Score: Raw -3952622.397278 + Penalty 3387.193071 = -3949235.204207
  nChanged 246
		SP:Iteration 32Q (7056.320000 sec): 3 clusters
  Score: Raw -3952729.488944 + Penalty 3387.193071 = -3949342.295873
  nChanged 191
		SP:Iteration 33Q (7056.390000 sec): 3 clusters
  Score: Raw -3952803.080167 + Penalty 3387.193071 = -3949415.887096
  nChanged 139
		SP:Iteration 34Q (7056.460000 sec): 3 clusters
  Score: Raw -3952857.161177 + Penalty 3387.193071 = -3949469.968107
  nChanged 112
		SP:Iteration 35Q (7056.530000 sec): 3 clusters
  Score: Raw -3952895.771097 + Penalty 3387.193071 = -3949508.578026
  nChanged 81
		SP:Iteration 36Q (7056.600000 sec): 3 clusters
  Score: Raw -3952922.915571 + Penalty 3387.193071 = -3949535.722500
  nChanged 58
		SP:Iteration 37Q (7056.670000 sec): 3 clusters
  Score: Raw -3952943.078343 + Penalty 3387.193071 = -3949555.885273
  nChanged 48
		SP:Iteration 38Q (7056.740000 sec): 3 clusters
  Score: Raw -3952958.320057 + Penalty 3387.193071 = -3949571.126986
  nChanged 41
		SP:Iteration 39Q (7056.810000 sec): 3 clusters
  Score: Raw -3952969.955510 + Penalty 3387.193071 = -3949582.762439
  nChanged 24
		SP:Iteration 40F (7056.900000 sec): 3 clusters
  Score: Raw -3952976.798332 + Penalty 3387.193071 = -3949589.605261
  nChanged 20
		SP:Iteration 41Q (7056.970000 sec): 3 clusters
  Score: Raw -3952982.140053 + Penalty 3387.193071 = -3949594.946982
  nChanged 12
		SP:Iteration 42Q (7057.040000 sec): 3 clusters
  Score: Raw -3952985.041215 + Penalty 3387.193071 = -3949597.848145
  nChanged 4
		SP:Iteration 43Q (7057.110000 sec): 3 clusters
  Score: Raw -3952986.333467 + Penalty 3387.193071 = -3949599.140396
  nChanged 8
		SP:Iteration 44Q (7057.180000 sec): 3 clusters
  Score: Raw -3952989.535594 + Penalty 3387.193071 = -3949602.342524
  nChanged 12
		SP:Iteration 45Q (7057.250000 sec): 3 clusters
  Score: Raw -3952992.587916 + Penalty 3387.193071 = -3949605.394846
  nChanged 12
		SP:Iteration 46Q (7057.320000 sec): 3 clusters
  Score: Raw -3952995.930331 + Penalty 3387.193071 = -3949608.737260
  nChanged 13
		SP:Iteration 47Q (7057.380000 sec): 3 clusters
  Score: Raw -3953000.863107 + Penalty 3387.193071 = -3949613.670036
  nChanged 14
		SP:Iteration 48Q (7057.450000 sec): 3 clusters
  Score: Raw -3953005.466539 + Penalty 3387.193071 = -3949618.273468
  nChanged 13
		SP:Iteration 49Q (7057.520000 sec): 3 clusters
  Score: Raw -3953008.499677 + Penalty 3387.193071 = -3949621.306606
  nChanged 7
		SP:Iteration 50Q (7057.590000 sec): 3 clusters
  Score: Raw -3953010.213905 + Penalty 3387.193071 = -3949623.020834
  nChanged 7
		SP:Iteration 51Q (7057.660000 sec): 3 clusters
  Score: Raw -3953011.968468 + Penalty 3387.193071 = -3949624.775397
  nChanged 5
		SP:Iteration 52Q (7057.720000 sec): 3 clusters
  Score: Raw -3953013.125106 + Penalty 3387.193071 = -3949625.932036
  nChanged 2
		SP:Iteration 53Q (7057.790000 sec): 3 clusters
  Score: Raw -3953013.937543 + Penalty 3387.193071 = -3949626.744473
  nChanged 5
		SP:Iteration 54Q (7057.860000 sec): 3 clusters
  Score: Raw -3953015.033966 + Penalty 3387.193071 = -3949627.840895
  nChanged 3
		SP:Iteration 55Q (7057.930000 sec): 3 clusters
  Score: Raw -3953015.667626 + Penalty 3387.193071 = -3949628.474555
  nChanged 0
		SP:Iteration 56F (7058.020000 sec): 3 clusters
  Score: Raw -3953015.667626 + Penalty 3387.193071 = -3949628.474555
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7058.050000 sec): 2 clusters
  Score: Raw -670429.803697 + Penalty 1415.368501 = -669014.435196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7058.070000 sec): 3 clusters
  Score: Raw -667250.915234 + Penalty 2830.737002 = -664420.178232
  nChanged 2513
		SP:Iteration 1F (7058.080000 sec): 3 clusters
  Score: Raw -668666.163578 + Penalty 2830.737002 = -665835.426576
  nChanged 413
		SP:Iteration 2F (7058.100000 sec): 3 clusters
  Score: Raw -668900.009872 + Penalty 2830.737002 = -666069.272870
  nChanged 358
		SP:Iteration 3F (7058.120000 sec): 3 clusters
  Score: Raw -669125.040569 + Penalty 2830.737002 = -666294.303567
  nChanged 358
		SP:Iteration 4F (7058.130000 sec): 3 clusters
  Score: Raw -669411.579396 + Penalty 2830.737002 = -666580.842394
  nChanged 363
		SP:Iteration 5F (7058.150000 sec): 3 clusters
  Score: Raw -669703.897559 + Penalty 2830.737002 = -666873.160557
  nChanged 376
		SP:Iteration 6F (7058.160000 sec): 3 clusters
  Score: Raw -669989.212978 + Penalty 2830.737002 = -667158.475976
  nChanged 339
		SP:Iteration 7F (7058.180000 sec): 3 clusters
  Score: Raw -670242.587673 + Penalty 2830.737002 = -667411.850671
  nChanged 283
		SP:Iteration 8Q (7058.190000 sec): 3 clusters
  Score: Raw -670417.436323 + Penalty 2830.737002 = -667586.699321
  nChanged 186
		SP:Iteration 9Q (7058.210000 sec): 3 clusters
  Score: Raw -670506.983837 + Penalty 2830.737002 = -667676.246835
  nChanged 142
		SP:Iteration 10Q (7058.220000 sec): 3 clusters
  Score: Raw -670583.123682 + Penalty 2830.737002 = -667752.386680
  nChanged 124
		SP:Iteration 11Q (7058.240000 sec): 3 clusters
  Score: Raw -670637.904970 + Penalty 2830.737002 = -667807.167968
  nChanged 97
		SP:Iteration 12Q (7058.250000 sec): 3 clusters
  Score: Raw -670672.770563 + Penalty 2830.737002 = -667842.033561
  nChanged 87
		SP:Iteration 13Q (7058.270000 sec): 3 clusters
  Score: Raw -670702.529328 + Penalty 2830.737002 = -667871.792326
  nChanged 77
		SP:Iteration 14Q (7058.280000 sec): 3 clusters
  Score: Raw -670726.126601 + Penalty 2830.737002 = -667895.389599
  nChanged 50
		SP:Iteration 15Q (7058.300000 sec): 3 clusters
  Score: Raw -670737.714428 + Penalty 2830.737002 = -667906.977426
  nChanged 36
		SP:Iteration 16Q (7058.310000 sec): 3 clusters
  Score: Raw -670746.582973 + Penalty 2830.737002 = -667915.845971
  nChanged 27
		SP:Iteration 17Q (7058.320000 sec): 3 clusters
  Score: Raw -670753.932457 + Penalty 2830.737002 = -667923.195455
  nChanged 21
		SP:Iteration 18Q (7058.340000 sec): 3 clusters
  Score: Raw -670758.817192 + Penalty 2830.737002 = -667928.080190
  nChanged 18
		SP:Iteration 19Q (7058.350000 sec): 3 clusters
  Score: Raw -670761.995578 + Penalty 2830.737002 = -667931.258576
  nChanged 12
		SP:Iteration 20F (7058.370000 sec): 3 clusters
  Score: Raw -670763.696006 + Penalty 2830.737002 = -667932.959004
  nChanged 4
		SP:Iteration 21Q (7058.380000 sec): 3 clusters
  Score: Raw -670764.075082 + Penalty 2830.737002 = -667933.338080
  nChanged 2
		SP:Iteration 22Q (7058.400000 sec): 3 clusters
  Score: Raw -670764.215364 + Penalty 2830.737002 = -667933.478362
  nChanged 2
		SP:Iteration 23Q (7058.410000 sec): 3 clusters
  Score: Raw -670764.376200 + Penalty 2830.737002 = -667933.639198
  nChanged 0
		SP:Iteration 24F (7058.430000 sec): 3 clusters
  Score: Raw -670764.376200 + Penalty 2830.737002 = -667933.639198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7058.440000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7058.440000 sec): 3 clusters
  Score: Raw -102369.408962 + Penalty 2207.511939 = -100161.897023
  nChanged 255
		SP:Iteration 1F (7058.440000 sec): 3 clusters
  Score: Raw -102662.623863 + Penalty 2207.511939 = -100455.111924
  nChanged 73
		SP:Iteration 2F (7058.440000 sec): 3 clusters
  Score: Raw -102786.373612 + Penalty 2207.511939 = -100578.861673
  nChanged 50
		SP:Iteration 3F (7058.450000 sec): 3 clusters
  Score: Raw -102869.184201 + Penalty 2207.511939 = -100661.672262
  nChanged 31
		SP:Iteration 4Q (7058.450000 sec): 3 clusters
  Score: Raw -102910.839498 + Penalty 2207.511939 = -100703.327559
  nChanged 21
		SP:Iteration 5Q (7058.450000 sec): 3 clusters
  Score: Raw -102937.972352 + Penalty 2207.511939 = -100730.460413
  nChanged 14
		SP:Iteration 6Q (7058.450000 sec): 3 clusters
  Score: Raw -102961.492639 + Penalty 2207.511939 = -100753.980701
  nChanged 17
		SP:Iteration 7Q (7058.450000 sec): 3 clusters
  Score: Raw -102984.559677 + Penalty 2207.511939 = -100777.047738
  nChanged 11
		SP:Iteration 8Q (7058.450000 sec): 3 clusters
  Score: Raw -103001.246772 + Penalty 2207.511939 = -100793.734833
  nChanged 8
		SP:Iteration 9Q (7058.460000 sec): 3 clusters
  Score: Raw -103008.760845 + Penalty 2207.511939 = -100801.248906
  nChanged 5
		SP:Iteration 10Q (7058.460000 sec): 3 clusters
  Score: Raw -103012.133201 + Penalty 2207.511939 = -100804.621262
  nChanged 1
		SP:Iteration 11Q (7058.460000 sec): 3 clusters
  Score: Raw -103013.033624 + Penalty 2207.511939 = -100805.521685
  nChanged 0
		SP:Iteration 12F (7058.460000 sec): 3 clusters
  Score: Raw -103013.033624 + Penalty 2207.511939 = -100805.521685
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7058.530000 sec): 2 clusters
  Score: Raw -2220502.259909 + Penalty 1605.277566 = -2218896.982343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7058.580000 sec): 3 clusters
  Score: Raw -2208788.802029 + Penalty 3210.555132 = -2205578.246896
  nChanged 8755
		SP:Iteration 1F (7058.640000 sec): 3 clusters
  Score: Raw -2213603.335105 + Penalty 3210.555132 = -2210392.779973
  nChanged 951
		SP:Iteration 2Q (7058.690000 sec): 3 clusters
  Score: Raw -2213961.423923 + Penalty 3210.555132 = -2210750.868791
  nChanged 927
		SP:Iteration 3Q (7058.740000 sec): 3 clusters
  Score: Raw -2214326.853784 + Penalty 3210.555132 = -2211116.298652
  nChanged 909
		SP:Iteration 4Q (7058.790000 sec): 3 clusters
  Score: Raw -2214699.169946 + Penalty 3210.555132 = -2211488.614814
  nChanged 889
		SP:Iteration 5Q (7058.840000 sec): 3 clusters
  Score: Raw -2215084.292846 + Penalty 3210.555132 = -2211873.737714
  nChanged 839
		SP:Iteration 6Q (7058.900000 sec): 3 clusters
  Score: Raw -2215470.106108 + Penalty 3210.555132 = -2212259.550976
  nChanged 879
		SP:Iteration 7Q (7058.950000 sec): 3 clusters
  Score: Raw -2215912.293330 + Penalty 3210.555132 = -2212701.738197
  nChanged 957
		SP:Iteration 8Q (7059.000000 sec): 3 clusters
  Score: Raw -2216414.429898 + Penalty 3210.555132 = -2213203.874766
  nChanged 873
		SP:Iteration 9Q (7059.060000 sec): 3 clusters
  Score: Raw -2216804.600234 + Penalty 3210.555132 = -2213594.045102
  nChanged 737
		SP:Iteration 10Q (7059.110000 sec): 3 clusters
  Score: Raw -2217119.825273 + Penalty 3210.555132 = -2213909.270141
  nChanged 675
		SP:Iteration 11Q (7059.160000 sec): 3 clusters
  Score: Raw -2217397.772730 + Penalty 3210.555132 = -2214187.217597
  nChanged 551
		SP:Iteration 12Q (7059.210000 sec): 3 clusters
  Score: Raw -2217570.814832 + Penalty 3210.555132 = -2214360.259700
  nChanged 399
		SP:Iteration 13Q (7059.260000 sec): 3 clusters
  Score: Raw -2217683.976013 + Penalty 3210.555132 = -2214473.420880
  nChanged 344
		SP:Iteration 14Q (7059.310000 sec): 3 clusters
  Score: Raw -2217766.524937 + Penalty 3210.555132 = -2214555.969805
  nChanged 270
		SP:Iteration 15Q (7059.360000 sec): 3 clusters
  Score: Raw -2217814.836405 + Penalty 3210.555132 = -2214604.281273
  nChanged 197
		SP:Iteration 16Q (7059.410000 sec): 3 clusters
  Score: Raw -2217850.782324 + Penalty 3210.555132 = -2214640.227191
  nChanged 172
		SP:Iteration 17Q (7059.460000 sec): 3 clusters
  Score: Raw -2217877.549477 + Penalty 3210.555132 = -2214666.994345
  nChanged 151
		SP:Iteration 18Q (7059.520000 sec): 3 clusters
  Score: Raw -2217899.616680 + Penalty 3210.555132 = -2214689.061547
  nChanged 125
		SP:Iteration 19Q (7059.570000 sec): 3 clusters
  Score: Raw -2217917.493544 + Penalty 3210.555132 = -2214706.938412
  nChanged 107
		SP:Iteration 20F (7059.620000 sec): 3 clusters
  Score: Raw -2217931.726410 + Penalty 3210.555132 = -2214721.171277
  nChanged 102
		SP:Iteration 21Q (7059.670000 sec): 3 clusters
  Score: Raw -2217945.607245 + Penalty 3210.555132 = -2214735.052113
  nChanged 112
		SP:Iteration 22Q (7059.720000 sec): 3 clusters
  Score: Raw -2217962.934987 + Penalty 3210.555132 = -2214752.379855
  nChanged 115
		SP:Iteration 23Q (7059.770000 sec): 3 clusters
  Score: Raw -2217981.575316 + Penalty 3210.555132 = -2214771.020184
  nChanged 111
		SP:Iteration 24Q (7059.820000 sec): 3 clusters
  Score: Raw -2218001.775306 + Penalty 3210.555132 = -2214791.220174
  nChanged 125
		SP:Iteration 25Q (7059.870000 sec): 3 clusters
  Score: Raw -2218024.839892 + Penalty 3210.555132 = -2214814.284760
  nChanged 134
		SP:Iteration 26Q (7059.920000 sec): 3 clusters
  Score: Raw -2218050.130576 + Penalty 3210.555132 = -2214839.575443
  nChanged 153
		SP:Iteration 27Q (7059.970000 sec): 3 clusters
  Score: Raw -2218084.999509 + Penalty 3210.555132 = -2214874.444377
  nChanged 141
		SP:Iteration 28Q (7060.020000 sec): 3 clusters
  Score: Raw -2218112.959553 + Penalty 3210.555132 = -2214902.404420
  nChanged 125
		SP:Iteration 29Q (7060.070000 sec): 3 clusters
  Score: Raw -2218137.300419 + Penalty 3210.555132 = -2214926.745286
  nChanged 137
		SP:Iteration 30Q (7060.120000 sec): 3 clusters
  Score: Raw -2218168.371078 + Penalty 3210.555132 = -2214957.815945
  nChanged 145
		SP:Iteration 31Q (7060.170000 sec): 3 clusters
  Score: Raw -2218205.174975 + Penalty 3210.555132 = -2214994.619843
  nChanged 157
		SP:Iteration 32Q (7060.220000 sec): 3 clusters
  Score: Raw -2218248.781703 + Penalty 3210.555132 = -2215038.226570
  nChanged 197
		SP:Iteration 33Q (7060.270000 sec): 3 clusters
  Score: Raw -2218303.541206 + Penalty 3210.555132 = -2215092.986073
  nChanged 188
		SP:Iteration 34Q (7060.320000 sec): 3 clusters
  Score: Raw -2218350.104733 + Penalty 3210.555132 = -2215139.549601
  nChanged 194
		SP:Iteration 35Q (7060.370000 sec): 3 clusters
  Score: Raw -2218396.258687 + Penalty 3210.555132 = -2215185.703554
  nChanged 209
		SP:Iteration 36Q (7060.420000 sec): 3 clusters
  Score: Raw -2218450.936415 + Penalty 3210.555132 = -2215240.381282
  nChanged 220
		SP:Iteration 37Q (7060.470000 sec): 3 clusters
  Score: Raw -2218506.832434 + Penalty 3210.555132 = -2215296.277301
  nChanged 235
		SP:Iteration 38Q (7060.520000 sec): 3 clusters
  Score: Raw -2218566.621884 + Penalty 3210.555132 = -2215356.066751
  nChanged 248
		SP:Iteration 39Q (7060.570000 sec): 3 clusters
  Score: Raw -2218638.545530 + Penalty 3210.555132 = -2215427.990398
  nChanged 275
		SP:Iteration 40F (7060.620000 sec): 3 clusters
  Score: Raw -2218724.370860 + Penalty 3210.555132 = -2215513.815728
  nChanged 282
		SP:Iteration 41Q (7060.670000 sec): 3 clusters
  Score: Raw -2218806.999646 + Penalty 3210.555132 = -2215596.444513
  nChanged 280
		SP:Iteration 42Q (7060.720000 sec): 3 clusters
  Score: Raw -2218893.294853 + Penalty 3210.555132 = -2215682.739720
  nChanged 294
		SP:Iteration 43Q (7060.770000 sec): 3 clusters
  Score: Raw -2218994.504280 + Penalty 3210.555132 = -2215783.949148
  nChanged 318
		SP:Iteration 44Q (7060.820000 sec): 3 clusters
  Score: Raw -2219105.988551 + Penalty 3210.555132 = -2215895.433419
  nChanged 336
		SP:Iteration 45Q (7060.860000 sec): 3 clusters
  Score: Raw -2219230.536732 + Penalty 3210.555132 = -2216019.981599
  nChanged 334
		SP:Iteration 46Q (7060.910000 sec): 3 clusters
  Score: Raw -2219372.012925 + Penalty 3210.555132 = -2216161.457793
  nChanged 349
		SP:Iteration 47Q (7060.960000 sec): 3 clusters
  Score: Raw -2219524.718065 + Penalty 3210.555132 = -2216314.162933
  nChanged 344
		SP:Iteration 48Q (7061.010000 sec): 3 clusters
  Score: Raw -2219690.469387 + Penalty 3210.555132 = -2216479.914254
  nChanged 344
		SP:Iteration 49Q (7061.050000 sec): 3 clusters
  Score: Raw -2219879.479150 + Penalty 3210.555132 = -2216668.924018
  nChanged 328
		SP:Iteration 50Q (7061.100000 sec): 3 clusters
  Score: Raw -2220069.886260 + Penalty 3210.555132 = -2216859.331128
  nChanged 272
		SP:Iteration 51Q (7061.150000 sec): 3 clusters
  Score: Raw -2220255.441601 + Penalty 3210.555132 = -2217044.886469
  nChanged 252
		SP:Iteration 52Q (7061.190000 sec): 3 clusters
  Score: Raw -2220446.749827 + Penalty 3210.555132 = -2217236.194695
  nChanged 233
		SP:Iteration 53Q (7061.240000 sec): 3 clusters
  Score: Raw -2220661.365026 + Penalty 3210.555132 = -2217450.809894
  nChanged 184
		SP:Iteration 54Q (7061.280000 sec): 3 clusters
  Score: Raw -2220856.972892 + Penalty 3210.555132 = -2217646.417760
  nChanged 144
		SP:Iteration 55Q (7061.320000 sec): 3 clusters
  Score: Raw -2220986.456363 + Penalty 3210.555132 = -2217775.901230
  nChanged 109
		SP:Iteration 56Q (7061.360000 sec): 3 clusters
  Score: Raw -2221065.424679 + Penalty 3210.555132 = -2217854.869547
  nChanged 72
		SP:Iteration 57Q (7061.400000 sec): 3 clusters
  Score: Raw -2221111.019740 + Penalty 3210.555132 = -2217900.464607
  nChanged 53
		SP:Iteration 58Q (7061.440000 sec): 3 clusters
  Score: Raw -2221137.618222 + Penalty 3210.555132 = -2217927.063090
  nChanged 42
		SP:Iteration 59Q (7061.480000 sec): 3 clusters
  Score: Raw -2221154.357852 + Penalty 3210.555132 = -2217943.802719
  nChanged 28
		SP:Iteration 60F (7061.520000 sec): 3 clusters
  Score: Raw -2221163.491119 + Penalty 3210.555132 = -2217952.935987
  nChanged 17
		SP:Iteration 61Q (7061.560000 sec): 3 clusters
  Score: Raw -2221168.905808 + Penalty 3210.555132 = -2217958.350675
  nChanged 16
		SP:Iteration 62Q (7061.600000 sec): 3 clusters
  Score: Raw -2221174.841486 + Penalty 3210.555132 = -2217964.286354
  nChanged 14
		SP:Iteration 63Q (7061.640000 sec): 3 clusters
  Score: Raw -2221180.691091 + Penalty 3210.555132 = -2217970.135958
  nChanged 11
		SP:Iteration 64Q (7061.680000 sec): 3 clusters
  Score: Raw -2221184.516822 + Penalty 3210.555132 = -2217973.961689
  nChanged 7
		SP:Iteration 65Q (7061.720000 sec): 3 clusters
  Score: Raw -2221186.486484 + Penalty 3210.555132 = -2217975.931352
  nChanged 6
		SP:Iteration 66Q (7061.750000 sec): 3 clusters
  Score: Raw -2221188.945901 + Penalty 3210.555132 = -2217978.390768
  nChanged 9
		SP:Iteration 67Q (7061.790000 sec): 3 clusters
  Score: Raw -2221192.912542 + Penalty 3210.555132 = -2217982.357410
  nChanged 9
		SP:Iteration 68Q (7061.820000 sec): 3 clusters
  Score: Raw -2221195.983811 + Penalty 3210.555132 = -2217985.428679
  nChanged 10
		SP:Iteration 69Q (7061.860000 sec): 3 clusters
  Score: Raw -2221198.461210 + Penalty 3210.555132 = -2217987.906078
  nChanged 6
		SP:Iteration 70Q (7061.900000 sec): 3 clusters
  Score: Raw -2221199.968921 + Penalty 3210.555132 = -2217989.413789
  nChanged 3
		SP:Iteration 71Q (7061.940000 sec): 3 clusters
  Score: Raw -2221201.122677 + Penalty 3210.555132 = -2217990.567545
  nChanged 3
		SP:Iteration 72Q (7061.970000 sec): 3 clusters
  Score: Raw -2221201.519483 + Penalty 3210.555132 = -2217990.964351
  nChanged 7
		SP:Iteration 73Q (7062.010000 sec): 3 clusters
  Score: Raw -2221203.649350 + Penalty 3210.555132 = -2217993.094218
  nChanged 5
		SP:Iteration 74Q (7062.050000 sec): 3 clusters
  Score: Raw -2221204.806196 + Penalty 3210.555132 = -2217994.251064
  nChanged 7
		SP:Iteration 75Q (7062.080000 sec): 3 clusters
  Score: Raw -2221206.369380 + Penalty 3210.555132 = -2217995.814248
  nChanged 6
		SP:Iteration 76Q (7062.120000 sec): 3 clusters
  Score: Raw -2221207.647789 + Penalty 3210.555132 = -2217997.092657
  nChanged 2
		SP:Iteration 77Q (7062.160000 sec): 3 clusters
  Score: Raw -2221208.346886 + Penalty 3210.555132 = -2217997.791754
  nChanged 6
		SP:Iteration 78Q (7062.200000 sec): 3 clusters
  Score: Raw -2221210.014653 + Penalty 3210.555132 = -2217999.459520
  nChanged 2
		SP:Iteration 79Q (7062.240000 sec): 3 clusters
  Score: Raw -2221210.759716 + Penalty 3210.555132 = -2218000.204584
  nChanged 2
		SP:Iteration 80F (7062.280000 sec): 3 clusters
  Score: Raw -2221211.309205 + Penalty 3210.555132 = -2218000.754072
  nChanged 2
		SP:Iteration 81Q (7062.320000 sec): 3 clusters
  Score: Raw -2221211.705089 + Penalty 3210.555132 = -2218001.149957
  nChanged 2
		SP:Iteration 82Q (7062.360000 sec): 3 clusters
  Score: Raw -2221212.239602 + Penalty 3210.555132 = -2218001.684469
  nChanged 1
		SP:Iteration 83Q (7062.400000 sec): 3 clusters
  Score: Raw -2221212.485711 + Penalty 3210.555132 = -2218001.930578
  nChanged 1
		SP:Iteration 84Q (7062.430000 sec): 3 clusters
  Score: Raw -2221213.375739 + Penalty 3210.555132 = -2218002.820607
  nChanged 2
		SP:Iteration 85Q (7062.470000 sec): 3 clusters
  Score: Raw -2221213.630701 + Penalty 3210.555132 = -2218003.075569
  nChanged 0
		SP:Iteration 86F (7062.520000 sec): 3 clusters
  Score: Raw -2221213.630701 + Penalty 3210.555132 = -2218003.075569
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7062.540000 sec): 2 clusters
  Score: Raw -598276.180867 + Penalty 1403.933017 = -596872.247849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7062.560000 sec): 3 clusters
  Score: Raw -595352.201040 + Penalty 2807.866035 = -592544.335005
  nChanged 2295
		SP:Iteration 1F (7062.580000 sec): 3 clusters
  Score: Raw -596796.961650 + Penalty 2807.866035 = -593989.095615
  nChanged 548
		SP:Iteration 2F (7062.590000 sec): 3 clusters
  Score: Raw -597242.143251 + Penalty 2807.866035 = -594434.277216
  nChanged 432
		SP:Iteration 3F (7062.600000 sec): 3 clusters
  Score: Raw -597598.298864 + Penalty 2807.866035 = -594790.432829
  nChanged 350
		SP:Iteration 4F (7062.620000 sec): 3 clusters
  Score: Raw -597848.800915 + Penalty 2807.866035 = -595040.934881
  nChanged 247
		SP:Iteration 5Q (7062.630000 sec): 3 clusters
  Score: Raw -598014.292630 + Penalty 2807.866035 = -595206.426596
  nChanged 212
		SP:Iteration 6Q (7062.640000 sec): 3 clusters
  Score: Raw -598132.505072 + Penalty 2807.866035 = -595324.639038
  nChanged 178
		SP:Iteration 7Q (7062.660000 sec): 3 clusters
  Score: Raw -598213.012799 + Penalty 2807.866035 = -595405.146764
  nChanged 133
		SP:Iteration 8Q (7062.670000 sec): 3 clusters
  Score: Raw -598265.518004 + Penalty 2807.866035 = -595457.651969
  nChanged 104
		SP:Iteration 9Q (7062.690000 sec): 3 clusters
  Score: Raw -598301.590024 + Penalty 2807.866035 = -595493.723989
  nChanged 62
		SP:Iteration 10Q (7062.700000 sec): 3 clusters
  Score: Raw -598317.205497 + Penalty 2807.866035 = -595509.339462
  nChanged 44
		SP:Iteration 11Q (7062.720000 sec): 3 clusters
  Score: Raw -598332.949829 + Penalty 2807.866035 = -595525.083794
  nChanged 46
		SP:Iteration 12Q (7062.730000 sec): 3 clusters
  Score: Raw -598347.743842 + Penalty 2807.866035 = -595539.877807
  nChanged 43
		SP:Iteration 13Q (7062.740000 sec): 3 clusters
  Score: Raw -598360.675362 + Penalty 2807.866035 = -595552.809327
  nChanged 40
		SP:Iteration 14Q (7062.760000 sec): 3 clusters
  Score: Raw -598373.894971 + Penalty 2807.866035 = -595566.028937
  nChanged 35
		SP:Iteration 15Q (7062.770000 sec): 3 clusters
  Score: Raw -598382.881912 + Penalty 2807.866035 = -595575.015877
  nChanged 30
		SP:Iteration 16Q (7062.780000 sec): 3 clusters
  Score: Raw -598391.295309 + Penalty 2807.866035 = -595583.429274
  nChanged 30
		SP:Iteration 17Q (7062.800000 sec): 3 clusters
  Score: Raw -598398.717168 + Penalty 2807.866035 = -595590.851133
  nChanged 26
		SP:Iteration 18Q (7062.810000 sec): 3 clusters
  Score: Raw -598404.314832 + Penalty 2807.866035 = -595596.448797
  nChanged 14
		SP:Iteration 19Q (7062.820000 sec): 3 clusters
  Score: Raw -598407.324991 + Penalty 2807.866035 = -595599.458956
  nChanged 13
		SP:Iteration 20F (7062.840000 sec): 3 clusters
  Score: Raw -598409.169516 + Penalty 2807.866035 = -595601.303481
  nChanged 9
		SP:Iteration 21Q (7062.850000 sec): 3 clusters
  Score: Raw -598410.461318 + Penalty 2807.866035 = -595602.595283
  nChanged 11
		SP:Iteration 22Q (7062.870000 sec): 3 clusters
  Score: Raw -598412.993055 + Penalty 2807.866035 = -595605.127021
  nChanged 18
		SP:Iteration 23Q (7062.880000 sec): 3 clusters
  Score: Raw -598418.050973 + Penalty 2807.866035 = -595610.184938
  nChanged 21
		SP:Iteration 24Q (7062.900000 sec): 3 clusters
  Score: Raw -598423.178710 + Penalty 2807.866035 = -595615.312675
  nChanged 21
		SP:Iteration 25Q (7062.910000 sec): 3 clusters
  Score: Raw -598428.013601 + Penalty 2807.866035 = -595620.147566
  nChanged 19
		SP:Iteration 26Q (7062.920000 sec): 3 clusters
  Score: Raw -598431.833414 + Penalty 2807.866035 = -595623.967379
  nChanged 14
		SP:Iteration 27Q (7062.940000 sec): 3 clusters
  Score: Raw -598435.542781 + Penalty 2807.866035 = -595627.676746
  nChanged 18
		SP:Iteration 28Q (7062.950000 sec): 3 clusters
  Score: Raw -598439.433743 + Penalty 2807.866035 = -595631.567708
  nChanged 13
		SP:Iteration 29Q (7062.960000 sec): 3 clusters
  Score: Raw -598441.973110 + Penalty 2807.866035 = -595634.107075
  nChanged 12
		SP:Iteration 30Q (7062.980000 sec): 3 clusters
  Score: Raw -598445.161322 + Penalty 2807.866035 = -595637.295287
  nChanged 17
		SP:Iteration 31Q (7062.990000 sec): 3 clusters
  Score: Raw -598449.062393 + Penalty 2807.866035 = -595641.196359
  nChanged 18
		SP:Iteration 32Q (7063.000000 sec): 3 clusters
  Score: Raw -598454.571400 + Penalty 2807.866035 = -595646.705365
  nChanged 22
		SP:Iteration 33Q (7063.020000 sec): 3 clusters
  Score: Raw -598462.617122 + Penalty 2807.866035 = -595654.751087
  nChanged 20
		SP:Iteration 34Q (7063.030000 sec): 3 clusters
  Score: Raw -598469.023031 + Penalty 2807.866035 = -595661.156996
  nChanged 17
		SP:Iteration 35Q (7063.040000 sec): 3 clusters
  Score: Raw -598472.931890 + Penalty 2807.866035 = -595665.065855
  nChanged 16
		SP:Iteration 36Q (7063.060000 sec): 3 clusters
  Score: Raw -598476.324521 + Penalty 2807.866035 = -595668.458486
  nChanged 15
		SP:Iteration 37Q (7063.070000 sec): 3 clusters
  Score: Raw -598479.401679 + Penalty 2807.866035 = -595671.535644
  nChanged 15
		SP:Iteration 38Q (7063.080000 sec): 3 clusters
  Score: Raw -598482.925233 + Penalty 2807.866035 = -595675.059198
  nChanged 13
		SP:Iteration 39Q (7063.100000 sec): 3 clusters
  Score: Raw -598486.319416 + Penalty 2807.866035 = -595678.453382
  nChanged 13
		SP:Iteration 40F (7063.110000 sec): 3 clusters
  Score: Raw -598488.704872 + Penalty 2807.866035 = -595680.838837
  nChanged 6
		SP:Iteration 41Q (7063.130000 sec): 3 clusters
  Score: Raw -598489.703145 + Penalty 2807.866035 = -595681.837110
  nChanged 7
		SP:Iteration 42Q (7063.140000 sec): 3 clusters
  Score: Raw -598491.359850 + Penalty 2807.866035 = -595683.493815
  nChanged 10
		SP:Iteration 43Q (7063.160000 sec): 3 clusters
  Score: Raw -598494.026946 + Penalty 2807.866035 = -595686.160911
  nChanged 13
		SP:Iteration 44Q (7063.170000 sec): 3 clusters
  Score: Raw -598496.627786 + Penalty 2807.866035 = -595688.761751
  nChanged 7
		SP:Iteration 45Q (7063.180000 sec): 3 clusters
  Score: Raw -598497.694789 + Penalty 2807.866035 = -595689.828754
  nChanged 6
		SP:Iteration 46Q (7063.200000 sec): 3 clusters
  Score: Raw -598498.642042 + Penalty 2807.866035 = -595690.776007
  nChanged 4
		SP:Iteration 47Q (7063.210000 sec): 3 clusters
  Score: Raw -598499.508435 + Penalty 2807.866035 = -595691.642400
  nChanged 5
		SP:Iteration 48Q (7063.220000 sec): 3 clusters
  Score: Raw -598501.011193 + Penalty 2807.866035 = -595693.145159
  nChanged 7
		SP:Iteration 49Q (7063.240000 sec): 3 clusters
  Score: Raw -598503.110582 + Penalty 2807.866035 = -595695.244547
  nChanged 10
		SP:Iteration 50Q (7063.250000 sec): 3 clusters
  Score: Raw -598504.915580 + Penalty 2807.866035 = -595697.049545
  nChanged 4
		SP:Iteration 51Q (7063.260000 sec): 3 clusters
  Score: Raw -598505.503464 + Penalty 2807.866035 = -595697.637429
  nChanged 2
		SP:Iteration 52Q (7063.280000 sec): 3 clusters
  Score: Raw -598505.705305 + Penalty 2807.866035 = -595697.839270
  nChanged 1
		SP:Iteration 53Q (7063.290000 sec): 3 clusters
  Score: Raw -598505.757516 + Penalty 2807.866035 = -595697.891481
  nChanged 0
		SP:Iteration 54F (7063.300000 sec): 3 clusters
  Score: Raw -598505.757516 + Penalty 2807.866035 = -595697.891481
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (8605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7063.330000 sec): 2 clusters
  Score: Raw -1005362.120236 + Penalty 1472.266040 = -1003889.854196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7063.360000 sec): 3 clusters
  Score: Raw -1000518.623988 + Penalty 2944.532080 = -997574.091908
  nChanged 3702
		SP:Iteration 1F (7063.380000 sec): 3 clusters
  Score: Raw -1002492.497489 + Penalty 2944.532080 = -999547.965408
  nChanged 547
		SP:Iteration 2F (7063.400000 sec): 3 clusters
  Score: Raw -1002730.160675 + Penalty 2944.532080 = -999785.628595
  nChanged 450
		SP:Iteration 3F (7063.420000 sec): 3 clusters
  Score: Raw -1002911.170703 + Penalty 2944.532080 = -999966.638622
  nChanged 370
		SP:Iteration 4Q (7063.440000 sec): 3 clusters
  Score: Raw -1003066.830964 + Penalty 2944.532080 = -1000122.298884
  nChanged 341
		SP:Iteration 5Q (7063.460000 sec): 3 clusters
  Score: Raw -1003224.256601 + Penalty 2944.532080 = -1000279.724520
  nChanged 365
		SP:Iteration 6Q (7063.490000 sec): 3 clusters
  Score: Raw -1003415.281121 + Penalty 2944.532080 = -1000470.749041
  nChanged 394
		SP:Iteration 7Q (7063.510000 sec): 3 clusters
  Score: Raw -1003656.509901 + Penalty 2944.532080 = -1000711.977821
  nChanged 450
		SP:Iteration 8F (7063.530000 sec): 3 clusters
  Score: Raw -1003977.643157 + Penalty 2944.532080 = -1001033.111076
  nChanged 473
		SP:Iteration 9F (7063.550000 sec): 3 clusters
  Score: Raw -1004337.409689 + Penalty 2944.532080 = -1001392.877609
  nChanged 418
		SP:Iteration 10Q (7063.580000 sec): 3 clusters
  Score: Raw -1004664.502379 + Penalty 2944.532080 = -1001719.970298
  nChanged 329
		SP:Iteration 11Q (7063.600000 sec): 3 clusters
  Score: Raw -1004935.438649 + Penalty 2944.532080 = -1001990.906569
  nChanged 234
		SP:Iteration 12Q (7063.620000 sec): 3 clusters
  Score: Raw -1005134.919546 + Penalty 2944.532080 = -1002190.387466
  nChanged 153
		SP:Iteration 13Q (7063.640000 sec): 3 clusters
  Score: Raw -1005265.407536 + Penalty 2944.532080 = -1002320.875455
  nChanged 106
		SP:Iteration 14Q (7063.660000 sec): 3 clusters
  Score: Raw -1005361.896881 + Penalty 2944.532080 = -1002417.364800
  nChanged 70
		SP:Iteration 15Q (7063.670000 sec): 3 clusters
  Score: Raw -1005423.695635 + Penalty 2944.532080 = -1002479.163555
  nChanged 50
		SP:Iteration 16Q (7063.690000 sec): 3 clusters
  Score: Raw -1005467.607467 + Penalty 2944.532080 = -1002523.075387
  nChanged 35
		SP:Iteration 17Q (7063.710000 sec): 3 clusters
  Score: Raw -1005494.855544 + Penalty 2944.532080 = -1002550.323464
  nChanged 24
		SP:Iteration 18Q (7063.720000 sec): 3 clusters
  Score: Raw -1005513.288827 + Penalty 2944.532080 = -1002568.756747
  nChanged 24
		SP:Iteration 19Q (7063.740000 sec): 3 clusters
  Score: Raw -1005532.780233 + Penalty 2944.532080 = -1002588.248153
  nChanged 16
		SP:Iteration 20F (7063.760000 sec): 3 clusters
  Score: Raw -1005542.408562 + Penalty 2944.532080 = -1002597.876482
  nChanged 10
		SP:Iteration 21Q (7063.780000 sec): 3 clusters
  Score: Raw -1005550.094780 + Penalty 2944.532080 = -1002605.562699
  nChanged 9
		SP:Iteration 22Q (7063.800000 sec): 3 clusters
  Score: Raw -1005556.621309 + Penalty 2944.532080 = -1002612.089229
  nChanged 4
		SP:Iteration 23Q (7063.810000 sec): 3 clusters
  Score: Raw -1005560.156846 + Penalty 2944.532080 = -1002615.624766
  nChanged 5
		SP:Iteration 24Q (7063.830000 sec): 3 clusters
  Score: Raw -1005563.636963 + Penalty 2944.532080 = -1002619.104883
  nChanged 5
		SP:Iteration 25Q (7063.850000 sec): 3 clusters
  Score: Raw -1005568.906370 + Penalty 2944.532080 = -1002624.374290
  nChanged 5
		SP:Iteration 26Q (7063.860000 sec): 3 clusters
  Score: Raw -1005571.594669 + Penalty 2944.532080 = -1002627.062588
  nChanged 2
		SP:Iteration 27Q (7063.880000 sec): 3 clusters
  Score: Raw -1005572.587116 + Penalty 2944.532080 = -1002628.055035
  nChanged 1
		SP:Iteration 28Q (7063.900000 sec): 3 clusters
  Score: Raw -1005572.813553 + Penalty 2944.532080 = -1002628.281473
  nChanged 1
		SP:Iteration 29Q (7063.910000 sec): 3 clusters
  Score: Raw -1005573.841308 + Penalty 2944.532080 = -1002629.309228
  nChanged 1
		SP:Iteration 30Q (7063.930000 sec): 3 clusters
  Score: Raw -1005574.699974 + Penalty 2944.532080 = -1002630.167893
  nChanged 3
		SP:Iteration 31Q (7063.950000 sec): 3 clusters
  Score: Raw -1005575.683459 + Penalty 2944.532080 = -1002631.151379
  nChanged 0
		SP:Iteration 32F (7063.970000 sec): 3 clusters
  Score: Raw -1005575.683459 + Penalty 2944.532080 = -1002631.151379
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7064.400000 sec): 2 clusters
  Score: Raw -16321641.892718 + Penalty 1925.370354 = -16319716.522364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7064.780000 sec): 3 clusters
  Score: Raw -16230102.097001 + Penalty 3850.740709 = -16226251.356292
  nChanged 67298
		SP:Iteration 1F (7065.150000 sec): 3 clusters
  Score: Raw -16269562.095631 + Penalty 3850.740709 = -16265711.354922
  nChanged 5005
		SP:Iteration 2Q (7065.540000 sec): 3 clusters
  Score: Raw -16271073.766476 + Penalty 3850.740709 = -16267223.025767
  nChanged 5928
		SP:Iteration 3Q (7065.930000 sec): 3 clusters
  Score: Raw -16273398.226404 + Penalty 3850.740709 = -16269547.485695
  nChanged 7396
		SP:Iteration 4F (7066.310000 sec): 3 clusters
  Score: Raw -16277229.086470 + Penalty 3850.740709 = -16273378.345761
  nChanged 9401
		SP:Iteration 5F (7066.680000 sec): 3 clusters
  Score: Raw -16283540.764385 + Penalty 3850.740709 = -16279690.023676
  nChanged 11004
		SP:Iteration 6F (7067.060000 sec): 3 clusters
  Score: Raw -16292435.143025 + Penalty 3850.740709 = -16288584.402316
  nChanged 10781
		SP:Iteration 7F (7067.430000 sec): 3 clusters
  Score: Raw -16302023.703973 + Penalty 3850.740709 = -16298172.963264
  nChanged 8698
		SP:Iteration 8F (7067.810000 sec): 3 clusters
  Score: Raw -16310117.590265 + Penalty 3850.740709 = -16306266.849556
  nChanged 5939
		SP:Iteration 9Q (7068.170000 sec): 3 clusters
  Score: Raw -16315554.078953 + Penalty 3850.740709 = -16311703.338244
  nChanged 3494
		SP:Iteration 10Q (7068.510000 sec): 3 clusters
  Score: Raw -16318668.275623 + Penalty 3850.740709 = -16314817.534914
  nChanged 1892
		SP:Iteration 11Q (7068.820000 sec): 3 clusters
  Score: Raw -16320324.239418 + Penalty 3850.740709 = -16316473.498709
  nChanged 954
		SP:Iteration 12Q (7069.120000 sec): 3 clusters
  Score: Raw -16321107.764037 + Penalty 3850.740709 = -16317257.023328
  nChanged 511
		SP:Iteration 13Q (7069.410000 sec): 3 clusters
  Score: Raw -16321516.930321 + Penalty 3850.740709 = -16317666.189612
  nChanged 285
		SP:Iteration 14Q (7069.690000 sec): 3 clusters
  Score: Raw -16321733.697401 + Penalty 3850.740709 = -16317882.956692
  nChanged 175
		SP:Iteration 15Q (7069.990000 sec): 3 clusters
  Score: Raw -16321849.567998 + Penalty 3850.740709 = -16317998.827289
  nChanged 106
		SP:Iteration 16Q (7070.270000 sec): 3 clusters
  Score: Raw -16321927.356058 + Penalty 3850.740709 = -16318076.615350
  nChanged 73
		SP:Iteration 17Q (7070.560000 sec): 3 clusters
  Score: Raw -16321974.347576 + Penalty 3850.740709 = -16318123.606867
  nChanged 37
		SP:Iteration 18Q (7070.820000 sec): 3 clusters
  Score: Raw -16321991.235535 + Penalty 3850.740709 = -16318140.494826
  nChanged 30
		SP:Iteration 19Q (7071.090000 sec): 3 clusters
  Score: Raw -16322009.082349 + Penalty 3850.740709 = -16318158.341640
  nChanged 23
		SP:Iteration 20F (7071.460000 sec): 3 clusters
  Score: Raw -16322021.913842 + Penalty 3850.740709 = -16318171.173133
  nChanged 26
		SP:Iteration 21Q (7071.720000 sec): 3 clusters
  Score: Raw -16322036.790309 + Penalty 3850.740709 = -16318186.049600
  nChanged 23
		SP:Iteration 22Q (7071.980000 sec): 3 clusters
  Score: Raw -16322049.277320 + Penalty 3850.740709 = -16318198.536611
  nChanged 15
		SP:Iteration 23Q (7072.250000 sec): 3 clusters
  Score: Raw -16322060.193983 + Penalty 3850.740709 = -16318209.453274
  nChanged 14
		SP:Iteration 24Q (7072.510000 sec): 3 clusters
  Score: Raw -16322067.736292 + Penalty 3850.740709 = -16318216.995583
  nChanged 13
		SP:Iteration 25Q (7072.770000 sec): 3 clusters
  Score: Raw -16322074.045287 + Penalty 3850.740709 = -16318223.304578
  nChanged 10
		SP:Iteration 26Q (7073.040000 sec): 3 clusters
  Score: Raw -16322078.537017 + Penalty 3850.740709 = -16318227.796308
  nChanged 8
		SP:Iteration 27Q (7073.300000 sec): 3 clusters
  Score: Raw -16322082.186599 + Penalty 3850.740709 = -16318231.445891
  nChanged 6
		SP:Iteration 28Q (7073.560000 sec): 3 clusters
  Score: Raw -16322085.045306 + Penalty 3850.740709 = -16318234.304597
  nChanged 5
		SP:Iteration 29Q (7073.810000 sec): 3 clusters
  Score: Raw -16322087.449285 + Penalty 3850.740709 = -16318236.708576
  nChanged 5
		SP:Iteration 30Q (7074.070000 sec): 3 clusters
  Score: Raw -16322090.039525 + Penalty 3850.740709 = -16318239.298816
  nChanged 6
		SP:Iteration 31Q (7074.330000 sec): 3 clusters
  Score: Raw -16322093.189363 + Penalty 3850.740709 = -16318242.448654
  nChanged 5
		SP:Iteration 32Q (7074.600000 sec): 3 clusters
  Score: Raw -16322096.040509 + Penalty 3850.740709 = -16318245.299800
  nChanged 2
		SP:Iteration 33Q (7074.860000 sec): 3 clusters
  Score: Raw -16322097.262953 + Penalty 3850.740709 = -16318246.522244
  nChanged 2
		SP:Iteration 34Q (7075.120000 sec): 3 clusters
  Score: Raw -16322097.921786 + Penalty 3850.740709 = -16318247.181077
  nChanged 0
		SP:Iteration 35F (7075.490000 sec): 3 clusters
  Score: Raw -16322097.921786 + Penalty 3850.740709 = -16318247.181077
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (10303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7075.580000 sec): 2 clusters
  Score: Raw -1183565.438630 + Penalty 1501.530939 = -1182063.907691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7075.610000 sec): 3 clusters
  Score: Raw -1177740.126574 + Penalty 3003.061878 = -1174737.064696
  nChanged 4498
		SP:Iteration 1F (7075.640000 sec): 3 clusters
  Score: Raw -1180061.388181 + Penalty 3003.061878 = -1177058.326303
  nChanged 569
		SP:Iteration 2F (7075.660000 sec): 3 clusters
  Score: Raw -1180296.482025 + Penalty 3003.061878 = -1177293.420147
  nChanged 541
		SP:Iteration 3F (7075.690000 sec): 3 clusters
  Score: Raw -1180511.527135 + Penalty 3003.061878 = -1177508.465257
  nChanged 471
		SP:Iteration 4Q (7075.720000 sec): 3 clusters
  Score: Raw -1180714.708252 + Penalty 3003.061878 = -1177711.646374
  nChanged 498
		SP:Iteration 5Q (7075.740000 sec): 3 clusters
  Score: Raw -1180972.324390 + Penalty 3003.061878 = -1177969.262512
  nChanged 556
		SP:Iteration 6F (7075.770000 sec): 3 clusters
  Score: Raw -1181304.160101 + Penalty 3003.061878 = -1178301.098223
  nChanged 628
		SP:Iteration 7F (7075.800000 sec): 3 clusters
  Score: Raw -1181715.482134 + Penalty 3003.061878 = -1178712.420256
  nChanged 642
		SP:Iteration 8F (7075.820000 sec): 3 clusters
  Score: Raw -1182157.727052 + Penalty 3003.061878 = -1179154.665174
  nChanged 575
		SP:Iteration 9F (7075.850000 sec): 3 clusters
  Score: Raw -1182567.533091 + Penalty 3003.061878 = -1179564.471213
  nChanged 475
		SP:Iteration 10Q (7075.870000 sec): 3 clusters
  Score: Raw -1182896.786664 + Penalty 3003.061878 = -1179893.724786
  nChanged 357
		SP:Iteration 11Q (7075.900000 sec): 3 clusters
  Score: Raw -1183129.915929 + Penalty 3003.061878 = -1180126.854051
  nChanged 299
		SP:Iteration 12Q (7075.930000 sec): 3 clusters
  Score: Raw -1183322.707250 + Penalty 3003.061878 = -1180319.645372
  nChanged 206
		SP:Iteration 13Q (7075.950000 sec): 3 clusters
  Score: Raw -1183447.603106 + Penalty 3003.061878 = -1180444.541227
  nChanged 175
		SP:Iteration 14Q (7075.980000 sec): 3 clusters
  Score: Raw -1183573.782873 + Penalty 3003.061878 = -1180570.720995
  nChanged 121
		SP:Iteration 15Q (7076.000000 sec): 3 clusters
  Score: Raw -1183649.103539 + Penalty 3003.061878 = -1180646.041661
  nChanged 94
		SP:Iteration 16Q (7076.030000 sec): 3 clusters
  Score: Raw -1183705.343844 + Penalty 3003.061878 = -1180702.281966
  nChanged 80
		SP:Iteration 17Q (7076.060000 sec): 3 clusters
  Score: Raw -1183749.056023 + Penalty 3003.061878 = -1180745.994145
  nChanged 64
		SP:Iteration 18Q (7076.080000 sec): 3 clusters
  Score: Raw -1183780.724340 + Penalty 3003.061878 = -1180777.662462
  nChanged 35
		SP:Iteration 19Q (7076.100000 sec): 3 clusters
  Score: Raw -1183798.211712 + Penalty 3003.061878 = -1180795.149834
  nChanged 35
		SP:Iteration 20F (7076.130000 sec): 3 clusters
  Score: Raw -1183817.803631 + Penalty 3003.061878 = -1180814.741753
  nChanged 25
		SP:Iteration 21Q (7076.150000 sec): 3 clusters
  Score: Raw -1183829.993850 + Penalty 3003.061878 = -1180826.931972
  nChanged 18
		SP:Iteration 22Q (7076.180000 sec): 3 clusters
  Score: Raw -1183844.378903 + Penalty 3003.061878 = -1180841.317025
  nChanged 17
		SP:Iteration 23Q (7076.200000 sec): 3 clusters
  Score: Raw -1183853.705650 + Penalty 3003.061878 = -1180850.643772
  nChanged 18
		SP:Iteration 24Q (7076.220000 sec): 3 clusters
  Score: Raw -1183865.403085 + Penalty 3003.061878 = -1180862.341207
  nChanged 15
		SP:Iteration 25Q (7076.240000 sec): 3 clusters
  Score: Raw -1183873.523209 + Penalty 3003.061878 = -1180870.461331
  nChanged 8
		SP:Iteration 26Q (7076.270000 sec): 3 clusters
  Score: Raw -1183876.828986 + Penalty 3003.061878 = -1180873.767108
  nChanged 8
		SP:Iteration 27Q (7076.290000 sec): 3 clusters
  Score: Raw -1183880.552185 + Penalty 3003.061878 = -1180877.490307
  nChanged 8
		SP:Iteration 28Q (7076.310000 sec): 3 clusters
  Score: Raw -1183883.974017 + Penalty 3003.061878 = -1180880.912139
  nChanged 6
		SP:Iteration 29Q (7076.340000 sec): 3 clusters
  Score: Raw -1183886.647372 + Penalty 3003.061878 = -1180883.585494
  nChanged 4
		SP:Iteration 30Q (7076.360000 sec): 3 clusters
  Score: Raw -1183888.762980 + Penalty 3003.061878 = -1180885.701102
  nChanged 4
		SP:Iteration 31Q (7076.380000 sec): 3 clusters
  Score: Raw -1183890.351637 + Penalty 3003.061878 = -1180887.289759
  nChanged 2
		SP:Iteration 32Q (7076.400000 sec): 3 clusters
  Score: Raw -1183890.853724 + Penalty 3003.061878 = -1180887.791846
  nChanged 1
		SP:Iteration 33Q (7076.420000 sec): 3 clusters
  Score: Raw -1183891.318475 + Penalty 3003.061878 = -1180888.256597
  nChanged 0
		SP:Iteration 34F (7076.450000 sec): 3 clusters
  Score: Raw -1183891.318475 + Penalty 3003.061878 = -1180888.256597
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7076.570000 sec): 2 clusters
  Score: Raw -3831917.773440 + Penalty 1702.678267 = -3830215.095174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7076.660000 sec): 3 clusters
  Score: Raw -3809594.885615 + Penalty 3405.356533 = -3806189.529082
  nChanged 16579
		SP:Iteration 1F (7076.760000 sec): 3 clusters
  Score: Raw -3819267.660495 + Penalty 3405.356533 = -3815862.303962
  nChanged 1972
		SP:Iteration 2F (7076.850000 sec): 3 clusters
  Score: Raw -3820204.771503 + Penalty 3405.356533 = -3816799.414970
  nChanged 2010
		SP:Iteration 3F (7076.950000 sec): 3 clusters
  Score: Raw -3821164.356203 + Penalty 3405.356533 = -3817758.999670
  nChanged 1990
		SP:Iteration 4F (7077.040000 sec): 3 clusters
  Score: Raw -3822046.983319 + Penalty 3405.356533 = -3818641.626786
  nChanged 1886
		SP:Iteration 5F (7077.140000 sec): 3 clusters
  Score: Raw -3822891.527504 + Penalty 3405.356533 = -3819486.170971
  nChanged 1780
		SP:Iteration 6F (7077.230000 sec): 3 clusters
  Score: Raw -3823760.235125 + Penalty 3405.356533 = -3820354.878592
  nChanged 1736
		SP:Iteration 7Q (7077.330000 sec): 3 clusters
  Score: Raw -3824635.515893 + Penalty 3405.356533 = -3821230.159359
  nChanged 1700
		SP:Iteration 8Q (7077.420000 sec): 3 clusters
  Score: Raw -3825581.641361 + Penalty 3405.356533 = -3822176.284828
  nChanged 1711
		SP:Iteration 9Q (7077.520000 sec): 3 clusters
  Score: Raw -3826584.166394 + Penalty 3405.356533 = -3823178.809860
  nChanged 1631
		SP:Iteration 10Q (7077.620000 sec): 3 clusters
  Score: Raw -3827618.537091 + Penalty 3405.356533 = -3824213.180558
  nChanged 1533
		SP:Iteration 11Q (7077.710000 sec): 3 clusters
  Score: Raw -3828668.971218 + Penalty 3405.356533 = -3825263.614685
  nChanged 1336
		SP:Iteration 12Q (7077.800000 sec): 3 clusters
  Score: Raw -3829589.963544 + Penalty 3405.356533 = -3826184.607011
  nChanged 1125
		SP:Iteration 13Q (7077.890000 sec): 3 clusters
  Score: Raw -3830370.719498 + Penalty 3405.356533 = -3826965.362965
  nChanged 818
		SP:Iteration 14Q (7077.980000 sec): 3 clusters
  Score: Raw -3830896.647094 + Penalty 3405.356533 = -3827491.290561
  nChanged 593
		SP:Iteration 15Q (7078.060000 sec): 3 clusters
  Score: Raw -3831238.964147 + Penalty 3405.356533 = -3827833.607613
  nChanged 422
		SP:Iteration 16Q (7078.140000 sec): 3 clusters
  Score: Raw -3831505.225961 + Penalty 3405.356533 = -3828099.869427
  nChanged 334
		SP:Iteration 17Q (7078.220000 sec): 3 clusters
  Score: Raw -3831731.521157 + Penalty 3405.356533 = -3828326.164624
  nChanged 294
		SP:Iteration 18Q (7078.290000 sec): 3 clusters
  Score: Raw -3831943.410452 + Penalty 3405.356533 = -3828538.053919
  nChanged 227
		SP:Iteration 19Q (7078.360000 sec): 3 clusters
  Score: Raw -3832099.362865 + Penalty 3405.356533 = -3828694.006332
  nChanged 178
		SP:Iteration 20F (7078.460000 sec): 3 clusters
  Score: Raw -3832205.109202 + Penalty 3405.356533 = -3828799.752669
  nChanged 144
		SP:Iteration 21Q (7078.530000 sec): 3 clusters
  Score: Raw -3832296.513137 + Penalty 3405.356533 = -3828891.156604
  nChanged 107
		SP:Iteration 22Q (7078.600000 sec): 3 clusters
  Score: Raw -3832358.675346 + Penalty 3405.356533 = -3828953.318813
  nChanged 98
		SP:Iteration 23Q (7078.680000 sec): 3 clusters
  Score: Raw -3832409.424754 + Penalty 3405.356533 = -3829004.068221
  nChanged 78
		SP:Iteration 24Q (7078.750000 sec): 3 clusters
  Score: Raw -3832454.384071 + Penalty 3405.356533 = -3829049.027538
  nChanged 65
		SP:Iteration 25Q (7078.820000 sec): 3 clusters
  Score: Raw -3832500.456633 + Penalty 3405.356533 = -3829095.100100
  nChanged 59
		SP:Iteration 26Q (7078.880000 sec): 3 clusters
  Score: Raw -3832528.789422 + Penalty 3405.356533 = -3829123.432889
  nChanged 46
		SP:Iteration 27Q (7078.950000 sec): 3 clusters
  Score: Raw -3832551.487276 + Penalty 3405.356533 = -3829146.130743
  nChanged 44
		SP:Iteration 28Q (7079.020000 sec): 3 clusters
  Score: Raw -3832568.031118 + Penalty 3405.356533 = -3829162.674585
  nChanged 33
		SP:Iteration 29Q (7079.090000 sec): 3 clusters
  Score: Raw -3832579.053176 + Penalty 3405.356533 = -3829173.696643
  nChanged 20
		SP:Iteration 30Q (7079.160000 sec): 3 clusters
  Score: Raw -3832586.143002 + Penalty 3405.356533 = -3829180.786469
  nChanged 21
		SP:Iteration 31Q (7079.230000 sec): 3 clusters
  Score: Raw -3832592.528852 + Penalty 3405.356533 = -3829187.172319
  nChanged 19
		SP:Iteration 32Q (7079.300000 sec): 3 clusters
  Score: Raw -3832598.478069 + Penalty 3405.356533 = -3829193.121535
  nChanged 19
		SP:Iteration 33Q (7079.360000 sec): 3 clusters
  Score: Raw -3832605.725321 + Penalty 3405.356533 = -3829200.368788
  nChanged 15
		SP:Iteration 34Q (7079.430000 sec): 3 clusters
  Score: Raw -3832611.751064 + Penalty 3405.356533 = -3829206.394531
  nChanged 21
		SP:Iteration 35Q (7079.500000 sec): 3 clusters
  Score: Raw -3832620.367417 + Penalty 3405.356533 = -3829215.010884
  nChanged 20
		SP:Iteration 36Q (7079.570000 sec): 3 clusters
  Score: Raw -3832625.936022 + Penalty 3405.356533 = -3829220.579489
  nChanged 24
		SP:Iteration 37Q (7079.640000 sec): 3 clusters
  Score: Raw -3832634.962691 + Penalty 3405.356533 = -3829229.606158
  nChanged 16
		SP:Iteration 38Q (7079.700000 sec): 3 clusters
  Score: Raw -3832639.331642 + Penalty 3405.356533 = -3829233.975109
  nChanged 12
		SP:Iteration 39Q (7079.780000 sec): 3 clusters
  Score: Raw -3832642.283266 + Penalty 3405.356533 = -3829236.926733
  nChanged 16
		SP:Iteration 40F (7079.870000 sec): 3 clusters
  Score: Raw -3832648.352615 + Penalty 3405.356533 = -3829242.996082
  nChanged 12
		SP:Iteration 41Q (7079.940000 sec): 3 clusters
  Score: Raw -3832652.850943 + Penalty 3405.356533 = -3829247.494409
  nChanged 9
		SP:Iteration 42Q (7080.010000 sec): 3 clusters
  Score: Raw -3832655.065293 + Penalty 3405.356533 = -3829249.708760
  nChanged 3
		SP:Iteration 43Q (7080.080000 sec): 3 clusters
  Score: Raw -3832655.541482 + Penalty 3405.356533 = -3829250.184949
  nChanged 1
		SP:Iteration 44Q (7080.150000 sec): 3 clusters
  Score: Raw -3832655.632314 + Penalty 3405.356533 = -3829250.275781
  nChanged 0
		SP:Iteration 45F (7080.240000 sec): 3 clusters
  Score: Raw -3832655.632314 + Penalty 3405.356533 = -3829250.275781
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7080.350000 sec): 2 clusters
  Score: Raw -4298649.091166 + Penalty 1708.001301 = -4296941.089866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7080.450000 sec): 3 clusters
  Score: Raw -4275916.481353 + Penalty 3416.002602 = -4272500.478752
  nChanged 17030
		SP:Iteration 1F (7080.550000 sec): 3 clusters
  Score: Raw -4285218.518982 + Penalty 3416.002602 = -4281802.516380
  nChanged 1509
		SP:Iteration 2Q (7080.650000 sec): 3 clusters
  Score: Raw -4285727.771672 + Penalty 3416.002602 = -4282311.769071
  nChanged 1544
		SP:Iteration 3Q (7080.750000 sec): 3 clusters
  Score: Raw -4286294.290854 + Penalty 3416.002602 = -4282878.288253
  nChanged 1551
		SP:Iteration 4Q (7080.850000 sec): 3 clusters
  Score: Raw -4286930.249267 + Penalty 3416.002602 = -4283514.246665
  nChanged 1605
		SP:Iteration 5Q (7080.950000 sec): 3 clusters
  Score: Raw -4287689.895630 + Penalty 3416.002602 = -4284273.893029
  nChanged 1717
		SP:Iteration 6Q (7081.060000 sec): 3 clusters
  Score: Raw -4288569.783731 + Penalty 3416.002602 = -4285153.781129
  nChanged 1794
		SP:Iteration 7Q (7081.160000 sec): 3 clusters
  Score: Raw -4289599.535038 + Penalty 3416.002602 = -4286183.532436
  nChanged 1862
		SP:Iteration 8F (7081.260000 sec): 3 clusters
  Score: Raw -4290740.099041 + Penalty 3416.002602 = -4287324.096440
  nChanged 1825
		SP:Iteration 9Q (7081.360000 sec): 3 clusters
  Score: Raw -4291939.754707 + Penalty 3416.002602 = -4288523.752105
  nChanged 1641
		SP:Iteration 10Q (7081.460000 sec): 3 clusters
  Score: Raw -4292941.481523 + Penalty 3416.002602 = -4289525.478921
  nChanged 1438
		SP:Iteration 11Q (7081.550000 sec): 3 clusters
  Score: Raw -4293768.581917 + Penalty 3416.002602 = -4290352.579315
  nChanged 1193
		SP:Iteration 12Q (7081.650000 sec): 3 clusters
  Score: Raw -4294432.330056 + Penalty 3416.002602 = -4291016.327454
  nChanged 1052
		SP:Iteration 13Q (7081.740000 sec): 3 clusters
  Score: Raw -4295005.495208 + Penalty 3416.002602 = -4291589.492606
  nChanged 949
		SP:Iteration 14Q (7081.830000 sec): 3 clusters
  Score: Raw -4295543.506401 + Penalty 3416.002602 = -4292127.503799
  nChanged 845
		SP:Iteration 15Q (7081.920000 sec): 3 clusters
  Score: Raw -4296029.991533 + Penalty 3416.002602 = -4292613.988931
  nChanged 820
		SP:Iteration 16Q (7082.000000 sec): 3 clusters
  Score: Raw -4296523.662977 + Penalty 3416.002602 = -4293107.660376
  nChanged 728
		SP:Iteration 17Q (7082.090000 sec): 3 clusters
  Score: Raw -4296981.675131 + Penalty 3416.002602 = -4293565.672529
  nChanged 621
		SP:Iteration 18Q (7082.170000 sec): 3 clusters
  Score: Raw -4297396.646483 + Penalty 3416.002602 = -4293980.643881
  nChanged 570
		SP:Iteration 19Q (7082.240000 sec): 3 clusters
  Score: Raw -4297810.551211 + Penalty 3416.002602 = -4294394.548609
  nChanged 471
		SP:Iteration 20F (7082.340000 sec): 3 clusters
  Score: Raw -4298158.800729 + Penalty 3416.002602 = -4294742.798127
  nChanged 306
		SP:Iteration 21Q (7082.420000 sec): 3 clusters
  Score: Raw -4298401.249765 + Penalty 3416.002602 = -4294985.247163
  nChanged 222
		SP:Iteration 22Q (7082.490000 sec): 3 clusters
  Score: Raw -4298578.969597 + Penalty 3416.002602 = -4295162.966995
  nChanged 128
		SP:Iteration 23Q (7082.560000 sec): 3 clusters
  Score: Raw -4298681.201972 + Penalty 3416.002602 = -4295265.199370
  nChanged 73
		SP:Iteration 24Q (7082.630000 sec): 3 clusters
  Score: Raw -4298732.200624 + Penalty 3416.002602 = -4295316.198023
  nChanged 56
		SP:Iteration 25Q (7082.700000 sec): 3 clusters
  Score: Raw -4298775.234597 + Penalty 3416.002602 = -4295359.231995
  nChanged 33
		SP:Iteration 26Q (7082.770000 sec): 3 clusters
  Score: Raw -4298802.715015 + Penalty 3416.002602 = -4295386.712413
  nChanged 25
		SP:Iteration 27Q (7082.840000 sec): 3 clusters
  Score: Raw -4298825.714900 + Penalty 3416.002602 = -4295409.712299
  nChanged 18
		SP:Iteration 28Q (7082.900000 sec): 3 clusters
  Score: Raw -4298839.489972 + Penalty 3416.002602 = -4295423.487370
  nChanged 17
		SP:Iteration 29Q (7082.980000 sec): 3 clusters
  Score: Raw -4298853.917296 + Penalty 3416.002602 = -4295437.914694
  nChanged 10
		SP:Iteration 30Q (7083.040000 sec): 3 clusters
  Score: Raw -4298862.854148 + Penalty 3416.002602 = -4295446.851546
  nChanged 8
		SP:Iteration 31Q (7083.110000 sec): 3 clusters
  Score: Raw -4298870.540313 + Penalty 3416.002602 = -4295454.537712
  nChanged 12
		SP:Iteration 32Q (7083.180000 sec): 3 clusters
  Score: Raw -4298880.530745 + Penalty 3416.002602 = -4295464.528143
  nChanged 7
		SP:Iteration 33Q (7083.250000 sec): 3 clusters
  Score: Raw -4298888.499179 + Penalty 3416.002602 = -4295472.496577
  nChanged 7
		SP:Iteration 34Q (7083.320000 sec): 3 clusters
  Score: Raw -4298894.328228 + Penalty 3416.002602 = -4295478.325626
  nChanged 5
		SP:Iteration 35Q (7083.380000 sec): 3 clusters
  Score: Raw -4298900.306646 + Penalty 3416.002602 = -4295484.304044
  nChanged 7
		SP:Iteration 36Q (7083.450000 sec): 3 clusters
  Score: Raw -4298906.219466 + Penalty 3416.002602 = -4295490.216865
  nChanged 2
		SP:Iteration 37Q (7083.520000 sec): 3 clusters
  Score: Raw -4298909.042112 + Penalty 3416.002602 = -4295493.039511
  nChanged 7
		SP:Iteration 38Q (7083.590000 sec): 3 clusters
  Score: Raw -4298916.124126 + Penalty 3416.002602 = -4295500.121525
  nChanged 5
		SP:Iteration 39Q (7083.660000 sec): 3 clusters
  Score: Raw -4298918.768277 + Penalty 3416.002602 = -4295502.765676
  nChanged 1
		SP:Iteration 40F (7083.750000 sec): 3 clusters
  Score: Raw -4298919.190175 + Penalty 3416.002602 = -4295503.187574
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7083.800000 sec): 2 clusters
  Score: Raw -1420738.084942 + Penalty 1531.714520 = -1419206.370422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7083.840000 sec): 3 clusters
  Score: Raw -1413609.918882 + Penalty 3063.429039 = -1410546.489843
  nChanged 5487
		SP:Iteration 1F (7083.860000 sec): 3 clusters
  Score: Raw -1416479.151238 + Penalty 3063.429039 = -1413415.722198
  nChanged 718
		SP:Iteration 2F (7083.900000 sec): 3 clusters
  Score: Raw -1416742.076743 + Penalty 3063.429039 = -1413678.647704
  nChanged 557
		SP:Iteration 3Q (7083.930000 sec): 3 clusters
  Score: Raw -1416949.450724 + Penalty 3063.429039 = -1413886.021685
  nChanged 493
		SP:Iteration 4Q (7083.960000 sec): 3 clusters
  Score: Raw -1417123.303375 + Penalty 3063.429039 = -1414059.874336
  nChanged 443
		SP:Iteration 5Q (7084.000000 sec): 3 clusters
  Score: Raw -1417289.194543 + Penalty 3063.429039 = -1414225.765504
  nChanged 400
		SP:Iteration 6Q (7084.030000 sec): 3 clusters
  Score: Raw -1417441.899758 + Penalty 3063.429039 = -1414378.470719
  nChanged 409
		SP:Iteration 7Q (7084.060000 sec): 3 clusters
  Score: Raw -1417594.121789 + Penalty 3063.429039 = -1414530.692750
  nChanged 379
		SP:Iteration 8Q (7084.090000 sec): 3 clusters
  Score: Raw -1417751.268112 + Penalty 3063.429039 = -1414687.839072
  nChanged 377
		SP:Iteration 9Q (7084.120000 sec): 3 clusters
  Score: Raw -1417910.984463 + Penalty 3063.429039 = -1414847.555424
  nChanged 368
		SP:Iteration 10Q (7084.160000 sec): 3 clusters
  Score: Raw -1418068.491691 + Penalty 3063.429039 = -1415005.062652
  nChanged 396
		SP:Iteration 11Q (7084.190000 sec): 3 clusters
  Score: Raw -1418253.920886 + Penalty 3063.429039 = -1415190.491846
  nChanged 435
		SP:Iteration 12Q (7084.220000 sec): 3 clusters
  Score: Raw -1418451.009794 + Penalty 3063.429039 = -1415387.580754
  nChanged 463
		SP:Iteration 13Q (7084.250000 sec): 3 clusters
  Score: Raw -1418681.599076 + Penalty 3063.429039 = -1415618.170037
  nChanged 532
		SP:Iteration 14Q (7084.280000 sec): 3 clusters
  Score: Raw -1418975.654990 + Penalty 3063.429039 = -1415912.225951
  nChanged 559
		SP:Iteration 15Q (7084.310000 sec): 3 clusters
  Score: Raw -1419289.832383 + Penalty 3063.429039 = -1416226.403344
  nChanged 512
		SP:Iteration 16Q (7084.340000 sec): 3 clusters
  Score: Raw -1419582.899336 + Penalty 3063.429039 = -1416519.470297
  nChanged 481
		SP:Iteration 17Q (7084.370000 sec): 3 clusters
  Score: Raw -1419899.509844 + Penalty 3063.429039 = -1416836.080804
  nChanged 466
		SP:Iteration 18Q (7084.400000 sec): 3 clusters
  Score: Raw -1420236.017113 + Penalty 3063.429039 = -1417172.588074
  nChanged 393
		SP:Iteration 19Q (7084.430000 sec): 3 clusters
  Score: Raw -1420526.216401 + Penalty 3063.429039 = -1417462.787361
  nChanged 254
		SP:Iteration 20F (7084.460000 sec): 3 clusters
  Score: Raw -1420691.164328 + Penalty 3063.429039 = -1417627.735289
  nChanged 145
		SP:Iteration 21Q (7084.490000 sec): 3 clusters
  Score: Raw -1420787.907759 + Penalty 3063.429039 = -1417724.478720
  nChanged 87
		SP:Iteration 22Q (7084.520000 sec): 3 clusters
  Score: Raw -1420841.612387 + Penalty 3063.429039 = -1417778.183348
  nChanged 61
		SP:Iteration 23Q (7084.550000 sec): 3 clusters
  Score: Raw -1420879.759272 + Penalty 3063.429039 = -1417816.330233
  nChanged 34
		SP:Iteration 24Q (7084.580000 sec): 3 clusters
  Score: Raw -1420902.046096 + Penalty 3063.429039 = -1417838.617057
  nChanged 25
		SP:Iteration 25Q (7084.600000 sec): 3 clusters
  Score: Raw -1420921.723545 + Penalty 3063.429039 = -1417858.294506
  nChanged 26
		SP:Iteration 26Q (7084.630000 sec): 3 clusters
  Score: Raw -1420945.700549 + Penalty 3063.429039 = -1417882.271510
  nChanged 25
		SP:Iteration 27Q (7084.660000 sec): 3 clusters
  Score: Raw -1420965.123416 + Penalty 3063.429039 = -1417901.694377
  nChanged 23
		SP:Iteration 28Q (7084.680000 sec): 3 clusters
  Score: Raw -1420981.427899 + Penalty 3063.429039 = -1417917.998860
  nChanged 13
		SP:Iteration 29Q (7084.710000 sec): 3 clusters
  Score: Raw -1420992.750799 + Penalty 3063.429039 = -1417929.321759
  nChanged 13
		SP:Iteration 30Q (7084.740000 sec): 3 clusters
  Score: Raw -1421005.057481 + Penalty 3063.429039 = -1417941.628442
  nChanged 10
		SP:Iteration 31Q (7084.760000 sec): 3 clusters
  Score: Raw -1421011.241253 + Penalty 3063.429039 = -1417947.812214
  nChanged 7
		SP:Iteration 32Q (7084.780000 sec): 3 clusters
  Score: Raw -1421019.567280 + Penalty 3063.429039 = -1417956.138241
  nChanged 9
		SP:Iteration 33Q (7084.810000 sec): 3 clusters
  Score: Raw -1421027.739278 + Penalty 3063.429039 = -1417964.310239
  nChanged 5
		SP:Iteration 34Q (7084.840000 sec): 3 clusters
  Score: Raw -1421032.788709 + Penalty 3063.429039 = -1417969.359670
  nChanged 3
		SP:Iteration 35Q (7084.860000 sec): 3 clusters
  Score: Raw -1421036.352023 + Penalty 3063.429039 = -1417972.922984
  nChanged 3
		SP:Iteration 36Q (7084.890000 sec): 3 clusters
  Score: Raw -1421039.162730 + Penalty 3063.429039 = -1417975.733691
  nChanged 3
		SP:Iteration 37Q (7084.910000 sec): 3 clusters
  Score: Raw -1421041.289490 + Penalty 3063.429039 = -1417977.860451
  nChanged 3
		SP:Iteration 38Q (7084.940000 sec): 3 clusters
  Score: Raw -1421046.136067 + Penalty 3063.429039 = -1417982.707028
  nChanged 2
		SP:Iteration 39Q (7084.960000 sec): 3 clusters
  Score: Raw -1421048.054306 + Penalty 3063.429039 = -1417984.625267
  nChanged 0
		SP:Iteration 40F (7084.990000 sec): 3 clusters
  Score: Raw -1421048.054306 + Penalty 3063.429039 = -1417984.625267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7085.160000 sec): 2 clusters
  Score: Raw -6126559.551457 + Penalty 1765.965848 = -6124793.585608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7085.300000 sec): 3 clusters
  Score: Raw -6093706.106064 + Penalty 3531.931697 = -6090174.174367
  nChanged 24460
		SP:Iteration 1F (7085.440000 sec): 3 clusters
  Score: Raw -6107554.942602 + Penalty 3531.931697 = -6104023.010905
  nChanged 2400
		SP:Iteration 2Q (7085.590000 sec): 3 clusters
  Score: Raw -6108450.624134 + Penalty 3531.931697 = -6104918.692437
  nChanged 2862
		SP:Iteration 3F (7085.730000 sec): 3 clusters
  Score: Raw -6109824.112650 + Penalty 3531.931697 = -6106292.180953
  nChanged 3539
		SP:Iteration 4F (7085.870000 sec): 3 clusters
  Score: Raw -6111998.889523 + Penalty 3531.931697 = -6108466.957826
  nChanged 4007
		SP:Iteration 5F (7086.010000 sec): 3 clusters
  Score: Raw -6114956.105805 + Penalty 3531.931697 = -6111424.174108
  nChanged 4132
		SP:Iteration 6F (7086.150000 sec): 3 clusters
  Score: Raw -6118529.180044 + Penalty 3531.931697 = -6114997.248347
  nChanged 3618
		SP:Iteration 7F (7086.280000 sec): 3 clusters
  Score: Raw -6121922.801700 + Penalty 3531.931697 = -6118390.870003
  nChanged 2614
		SP:Iteration 8Q (7086.420000 sec): 3 clusters
  Score: Raw -6124430.031884 + Penalty 3531.931697 = -6120898.100187
  nChanged 1425
		SP:Iteration 9Q (7086.560000 sec): 3 clusters
  Score: Raw -6125784.760800 + Penalty 3531.931697 = -6122252.829103
  nChanged 591
		SP:Iteration 10Q (7086.680000 sec): 3 clusters
  Score: Raw -6126336.305115 + Penalty 3531.931697 = -6122804.373418
  nChanged 201
		SP:Iteration 11Q (7086.780000 sec): 3 clusters
  Score: Raw -6126549.449602 + Penalty 3531.931697 = -6123017.517905
  nChanged 94
		SP:Iteration 12Q (7086.890000 sec): 3 clusters
  Score: Raw -6126661.809877 + Penalty 3531.931697 = -6123129.878180
  nChanged 44
		SP:Iteration 13Q (7086.990000 sec): 3 clusters
  Score: Raw -6126729.207865 + Penalty 3531.931697 = -6123197.276168
  nChanged 23
		SP:Iteration 14Q (7087.090000 sec): 3 clusters
  Score: Raw -6126759.929204 + Penalty 3531.931697 = -6123227.997508
  nChanged 15
		SP:Iteration 15Q (7087.200000 sec): 3 clusters
  Score: Raw -6126776.146183 + Penalty 3531.931697 = -6123244.214486
  nChanged 7
		SP:Iteration 16Q (7087.300000 sec): 3 clusters
  Score: Raw -6126783.823130 + Penalty 3531.931697 = -6123251.891433
  nChanged 2
		SP:Iteration 17Q (7087.390000 sec): 3 clusters
  Score: Raw -6126785.272994 + Penalty 3531.931697 = -6123253.341297
  nChanged 1
		SP:Iteration 18Q (7087.490000 sec): 3 clusters
  Score: Raw -6126788.498338 + Penalty 3531.931697 = -6123256.566641
  nChanged 2
		SP:Iteration 19Q (7087.590000 sec): 3 clusters
  Score: Raw -6126792.799931 + Penalty 3531.931697 = -6123260.868234
  nChanged 2
		SP:Iteration 20F (7087.730000 sec): 3 clusters
  Score: Raw -6126794.288832 + Penalty 3531.931697 = -6123262.357135
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (1867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7087.760000 sec): 2 clusters
  Score: Raw -203888.228980 + Penalty 1223.964323 = -202664.264656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7087.770000 sec): 3 clusters
  Score: Raw -203111.696285 + Penalty 2447.928647 = -200663.767638
  nChanged 648
		SP:Iteration 1F (7087.770000 sec): 3 clusters
  Score: Raw -203590.115750 + Penalty 2447.928647 = -201142.187103
  nChanged 162
		SP:Iteration 2F (7087.770000 sec): 3 clusters
  Score: Raw -203746.494966 + Penalty 2447.928647 = -201298.566319
  nChanged 100
		SP:Iteration 3F (7087.780000 sec): 3 clusters
  Score: Raw -203854.896914 + Penalty 2447.928647 = -201406.968268
  nChanged 94
		SP:Iteration 4F (7087.790000 sec): 3 clusters
  Score: Raw -203955.120589 + Penalty 2447.928647 = -201507.191942
  nChanged 84
		SP:Iteration 5Q (7087.790000 sec): 3 clusters
  Score: Raw -204032.168992 + Penalty 2447.928647 = -201584.240346
  nChanged 59
		SP:Iteration 6Q (7087.790000 sec): 3 clusters
  Score: Raw -204081.022295 + Penalty 2447.928647 = -201633.093648
  nChanged 38
		SP:Iteration 7Q (7087.800000 sec): 3 clusters
  Score: Raw -204104.095088 + Penalty 2447.928647 = -201656.166441
  nChanged 24
		SP:Iteration 8Q (7087.800000 sec): 3 clusters
  Score: Raw -204125.572748 + Penalty 2447.928647 = -201677.644102
  nChanged 17
		SP:Iteration 9Q (7087.810000 sec): 3 clusters
  Score: Raw -204136.613529 + Penalty 2447.928647 = -201688.684882
  nChanged 15
		SP:Iteration 10Q (7087.810000 sec): 3 clusters
  Score: Raw -204144.296874 + Penalty 2447.928647 = -201696.368227
  nChanged 11
		SP:Iteration 11Q (7087.820000 sec): 3 clusters
  Score: Raw -204151.420160 + Penalty 2447.928647 = -201703.491514
  nChanged 15
		SP:Iteration 12Q (7087.820000 sec): 3 clusters
  Score: Raw -204162.575403 + Penalty 2447.928647 = -201714.646756
  nChanged 14
		SP:Iteration 13Q (7087.830000 sec): 3 clusters
  Score: Raw -204172.306865 + Penalty 2447.928647 = -201724.378218
  nChanged 18
		SP:Iteration 14Q (7087.830000 sec): 3 clusters
  Score: Raw -204190.683290 + Penalty 2447.928647 = -201742.754643
  nChanged 22
		SP:Iteration 15Q (7087.830000 sec): 3 clusters
  Score: Raw -204212.481061 + Penalty 2447.928647 = -201764.552415
  nChanged 22
		SP:Iteration 16Q (7087.840000 sec): 3 clusters
  Score: Raw -204224.665266 + Penalty 2447.928647 = -201776.736620
  nChanged 18
		SP:Iteration 17Q (7087.840000 sec): 3 clusters
  Score: Raw -204235.562060 + Penalty 2447.928647 = -201787.633413
  nChanged 15
		SP:Iteration 18Q (7087.850000 sec): 3 clusters
  Score: Raw -204245.647634 + Penalty 2447.928647 = -201797.718987
  nChanged 15
		SP:Iteration 19Q (7087.850000 sec): 3 clusters
  Score: Raw -204254.389473 + Penalty 2447.928647 = -201806.460827
  nChanged 12
		SP:Iteration 20F (7087.850000 sec): 3 clusters
  Score: Raw -204262.709613 + Penalty 2447.928647 = -201814.780967
  nChanged 8
		SP:Iteration 21Q (7087.860000 sec): 3 clusters
  Score: Raw -204268.657721 + Penalty 2447.928647 = -201820.729074
  nChanged 9
		SP:Iteration 22Q (7087.870000 sec): 3 clusters
  Score: Raw -204275.341972 + Penalty 2447.928647 = -201827.413325
  nChanged 5
		SP:Iteration 23Q (7087.870000 sec): 3 clusters
  Score: Raw -204277.015981 + Penalty 2447.928647 = -201829.087335
  nChanged 4
		SP:Iteration 24Q (7087.870000 sec): 3 clusters
  Score: Raw -204278.834583 + Penalty 2447.928647 = -201830.905937
  nChanged 2
		SP:Iteration 25Q (7087.880000 sec): 3 clusters
  Score: Raw -204279.725606 + Penalty 2447.928647 = -201831.796960
  nChanged 0
		SP:Iteration 26F (7087.880000 sec): 3 clusters
  Score: Raw -204279.725606 + Penalty 2447.928647 = -201831.796960
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7087.890000 sec): 2 clusters
  Score: Raw -376374.171055 + Penalty 1316.276235 = -375057.894820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7087.900000 sec): 3 clusters
  Score: Raw -374820.934759 + Penalty 2632.552470 = -372188.382288
  nChanged 1261
		SP:Iteration 1F (7087.910000 sec): 3 clusters
  Score: Raw -375665.952082 + Penalty 2632.552470 = -373033.399612
  nChanged 352
		SP:Iteration 2F (7087.920000 sec): 3 clusters
  Score: Raw -376014.936436 + Penalty 2632.552470 = -373382.383966
  nChanged 314
		SP:Iteration 3F (7087.930000 sec): 3 clusters
  Score: Raw -376415.378034 + Penalty 2632.552470 = -373782.825564
  nChanged 298
		SP:Iteration 4F (7087.930000 sec): 3 clusters
  Score: Raw -376791.584641 + Penalty 2632.552470 = -374159.032171
  nChanged 194
		SP:Iteration 5F (7087.940000 sec): 3 clusters
  Score: Raw -376983.327709 + Penalty 2632.552470 = -374350.775239
  nChanged 127
		SP:Iteration 6Q (7087.950000 sec): 3 clusters
  Score: Raw -377080.913728 + Penalty 2632.552470 = -374448.361258
  nChanged 89
		SP:Iteration 7Q (7087.960000 sec): 3 clusters
  Score: Raw -377143.014384 + Penalty 2632.552470 = -374510.461913
  nChanged 65
		SP:Iteration 8Q (7087.970000 sec): 3 clusters
  Score: Raw -377180.396073 + Penalty 2632.552470 = -374547.843602
  nChanged 35
		SP:Iteration 9Q (7087.970000 sec): 3 clusters
  Score: Raw -377196.662609 + Penalty 2632.552470 = -374564.110139
  nChanged 19
		SP:Iteration 10Q (7087.980000 sec): 3 clusters
  Score: Raw -377204.367891 + Penalty 2632.552470 = -374571.815421
  nChanged 14
		SP:Iteration 11Q (7087.990000 sec): 3 clusters
  Score: Raw -377209.587788 + Penalty 2632.552470 = -374577.035318
  nChanged 11
		SP:Iteration 12Q (7088.000000 sec): 3 clusters
  Score: Raw -377214.141686 + Penalty 2632.552470 = -374581.589216
  nChanged 10
		SP:Iteration 13Q (7088.010000 sec): 3 clusters
  Score: Raw -377217.722344 + Penalty 2632.552470 = -374585.169874
  nChanged 10
		SP:Iteration 14Q (7088.020000 sec): 3 clusters
  Score: Raw -377221.713266 + Penalty 2632.552470 = -374589.160796
  nChanged 13
		SP:Iteration 15Q (7088.030000 sec): 3 clusters
  Score: Raw -377225.737429 + Penalty 2632.552470 = -374593.184959
  nChanged 7
		SP:Iteration 16Q (7088.030000 sec): 3 clusters
  Score: Raw -377228.002785 + Penalty 2632.552470 = -374595.450315
  nChanged 5
		SP:Iteration 17Q (7088.040000 sec): 3 clusters
  Score: Raw -377229.738304 + Penalty 2632.552470 = -374597.185834
  nChanged 2
		SP:Iteration 18Q (7088.050000 sec): 3 clusters
  Score: Raw -377230.323242 + Penalty 2632.552470 = -374597.770771
  nChanged 1
		SP:Iteration 19Q (7088.060000 sec): 3 clusters
  Score: Raw -377230.735439 + Penalty 2632.552470 = -374598.182969
  nChanged 1
		SP:Iteration 20F (7088.070000 sec): 3 clusters
  Score: Raw -377231.068120 + Penalty 2632.552470 = -374598.515649
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7088.090000 sec): 2 clusters
  Score: Raw -860928.716372 + Penalty 1457.509203 = -859471.207169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7088.110000 sec): 3 clusters
  Score: Raw -856611.993571 + Penalty 2915.018405 = -853696.975166
  nChanged 3374
		SP:Iteration 1F (7088.130000 sec): 3 clusters
  Score: Raw -858549.472334 + Penalty 2915.018405 = -855634.453929
  nChanged 519
		SP:Iteration 2F (7088.150000 sec): 3 clusters
  Score: Raw -858819.919898 + Penalty 2915.018405 = -855904.901493
  nChanged 429
		SP:Iteration 3F (7088.170000 sec): 3 clusters
  Score: Raw -859046.974179 + Penalty 2915.018405 = -856131.955773
  nChanged 405
		SP:Iteration 4F (7088.190000 sec): 3 clusters
  Score: Raw -859287.581219 + Penalty 2915.018405 = -856372.562814
  nChanged 375
		SP:Iteration 5Q (7088.210000 sec): 3 clusters
  Score: Raw -859522.822924 + Penalty 2915.018405 = -856607.804519
  nChanged 342
		SP:Iteration 6Q (7088.230000 sec): 3 clusters
  Score: Raw -859739.147585 + Penalty 2915.018405 = -856824.129180
  nChanged 336
		SP:Iteration 7Q (7088.250000 sec): 3 clusters
  Score: Raw -859952.832554 + Penalty 2915.018405 = -857037.814149
  nChanged 302
		SP:Iteration 8Q (7088.270000 sec): 3 clusters
  Score: Raw -860145.666499 + Penalty 2915.018405 = -857230.648094
  nChanged 269
		SP:Iteration 9Q (7088.290000 sec): 3 clusters
  Score: Raw -860324.706387 + Penalty 2915.018405 = -857409.687981
  nChanged 246
		SP:Iteration 10Q (7088.310000 sec): 3 clusters
  Score: Raw -860523.056576 + Penalty 2915.018405 = -857608.038171
  nChanged 252
		SP:Iteration 11Q (7088.330000 sec): 3 clusters
  Score: Raw -860718.518057 + Penalty 2915.018405 = -857803.499652
  nChanged 228
		SP:Iteration 12Q (7088.350000 sec): 3 clusters
  Score: Raw -860861.923297 + Penalty 2915.018405 = -857946.904892
  nChanged 170
		SP:Iteration 13Q (7088.370000 sec): 3 clusters
  Score: Raw -860953.958992 + Penalty 2915.018405 = -858038.940587
  nChanged 144
		SP:Iteration 14Q (7088.390000 sec): 3 clusters
  Score: Raw -861033.448224 + Penalty 2915.018405 = -858118.429819
  nChanged 119
		SP:Iteration 15Q (7088.400000 sec): 3 clusters
  Score: Raw -861085.854630 + Penalty 2915.018405 = -858170.836225
  nChanged 101
		SP:Iteration 16Q (7088.420000 sec): 3 clusters
  Score: Raw -861127.527902 + Penalty 2915.018405 = -858212.509497
  nChanged 82
		SP:Iteration 17Q (7088.440000 sec): 3 clusters
  Score: Raw -861160.925195 + Penalty 2915.018405 = -858245.906790
  nChanged 66
		SP:Iteration 18Q (7088.460000 sec): 3 clusters
  Score: Raw -861185.559195 + Penalty 2915.018405 = -858270.540790
  nChanged 65
		SP:Iteration 19Q (7088.480000 sec): 3 clusters
  Score: Raw -861204.945102 + Penalty 2915.018405 = -858289.926697
  nChanged 55
		SP:Iteration 20F (7088.500000 sec): 3 clusters
  Score: Raw -861223.517003 + Penalty 2915.018405 = -858308.498598
  nChanged 43
		SP:Iteration 21Q (7088.510000 sec): 3 clusters
  Score: Raw -861234.889819 + Penalty 2915.018405 = -858319.871414
  nChanged 38
		SP:Iteration 22Q (7088.530000 sec): 3 clusters
  Score: Raw -861244.403284 + Penalty 2915.018405 = -858329.384879
  nChanged 32
		SP:Iteration 23Q (7088.550000 sec): 3 clusters
  Score: Raw -861251.943574 + Penalty 2915.018405 = -858336.925169
  nChanged 28
		SP:Iteration 24Q (7088.560000 sec): 3 clusters
  Score: Raw -861259.297807 + Penalty 2915.018405 = -858344.279402
  nChanged 29
		SP:Iteration 25Q (7088.580000 sec): 3 clusters
  Score: Raw -861266.767688 + Penalty 2915.018405 = -858351.749283
  nChanged 34
		SP:Iteration 26Q (7088.600000 sec): 3 clusters
  Score: Raw -861273.866374 + Penalty 2915.018405 = -858358.847969
  nChanged 26
		SP:Iteration 27Q (7088.620000 sec): 3 clusters
  Score: Raw -861280.340121 + Penalty 2915.018405 = -858365.321716
  nChanged 25
		SP:Iteration 28Q (7088.630000 sec): 3 clusters
  Score: Raw -861285.109991 + Penalty 2915.018405 = -858370.091586
  nChanged 11
		SP:Iteration 29Q (7088.650000 sec): 3 clusters
  Score: Raw -861287.295391 + Penalty 2915.018405 = -858372.276986
  nChanged 11
		SP:Iteration 30Q (7088.670000 sec): 3 clusters
  Score: Raw -861289.310506 + Penalty 2915.018405 = -858374.292101
  nChanged 12
		SP:Iteration 31Q (7088.680000 sec): 3 clusters
  Score: Raw -861291.080705 + Penalty 2915.018405 = -858376.062300
  nChanged 4
		SP:Iteration 32Q (7088.700000 sec): 3 clusters
  Score: Raw -861291.747052 + Penalty 2915.018405 = -858376.728647
  nChanged 3
		SP:Iteration 33Q (7088.720000 sec): 3 clusters
  Score: Raw -861292.131092 + Penalty 2915.018405 = -858377.112687
  nChanged 4
		SP:Iteration 34Q (7088.740000 sec): 3 clusters
  Score: Raw -861292.532386 + Penalty 2915.018405 = -858377.513981
  nChanged 2
		SP:Iteration 35Q (7088.760000 sec): 3 clusters
  Score: Raw -861292.772779 + Penalty 2915.018405 = -858377.754373
  nChanged 1
		SP:Iteration 36Q (7088.770000 sec): 3 clusters
  Score: Raw -861292.926765 + Penalty 2915.018405 = -858377.908360
  nChanged 0
		SP:Iteration 37F (7088.790000 sec): 3 clusters
  Score: Raw -861292.926765 + Penalty 2915.018405 = -858377.908360
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7088.810000 sec): 2 clusters
  Score: Raw -410031.925844 + Penalty 1342.204006 = -408689.721838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7088.820000 sec): 3 clusters
  Score: Raw -408155.776868 + Penalty 2684.408012 = -405471.368856
  nChanged 1518
		SP:Iteration 1F (7088.830000 sec): 3 clusters
  Score: Raw -408999.461145 + Penalty 2684.408012 = -406315.053133
  nChanged 281
		SP:Iteration 2F (7088.840000 sec): 3 clusters
  Score: Raw -409165.089863 + Penalty 2684.408012 = -406480.681850
  nChanged 222
		SP:Iteration 3F (7088.850000 sec): 3 clusters
  Score: Raw -409310.966348 + Penalty 2684.408012 = -406626.558335
  nChanged 185
		SP:Iteration 4Q (7088.860000 sec): 3 clusters
  Score: Raw -409448.949169 + Penalty 2684.408012 = -406764.541157
  nChanged 173
		SP:Iteration 5Q (7088.870000 sec): 3 clusters
  Score: Raw -409574.289116 + Penalty 2684.408012 = -406889.881104
  nChanged 164
		SP:Iteration 6Q (7088.880000 sec): 3 clusters
  Score: Raw -409712.772700 + Penalty 2684.408012 = -407028.364688
  nChanged 174
		SP:Iteration 7Q (7088.890000 sec): 3 clusters
  Score: Raw -409865.283431 + Penalty 2684.408012 = -407180.875419
  nChanged 155
		SP:Iteration 8Q (7088.900000 sec): 3 clusters
  Score: Raw -409977.290789 + Penalty 2684.408012 = -407292.882776
  nChanged 129
		SP:Iteration 9Q (7088.910000 sec): 3 clusters
  Score: Raw -410045.181665 + Penalty 2684.408012 = -407360.773652
  nChanged 85
		SP:Iteration 10Q (7088.920000 sec): 3 clusters
  Score: Raw -410079.512425 + Penalty 2684.408012 = -407395.104413
  nChanged 58
		SP:Iteration 11Q (7088.920000 sec): 3 clusters
  Score: Raw -410111.406989 + Penalty 2684.408012 = -407426.998977
  nChanged 62
		SP:Iteration 12Q (7088.940000 sec): 3 clusters
  Score: Raw -410142.636235 + Penalty 2684.408012 = -407458.228223
  nChanged 49
		SP:Iteration 13Q (7088.940000 sec): 3 clusters
  Score: Raw -410172.659023 + Penalty 2684.408012 = -407488.251010
  nChanged 44
		SP:Iteration 14Q (7088.950000 sec): 3 clusters
  Score: Raw -410196.857944 + Penalty 2684.408012 = -407512.449931
  nChanged 52
		SP:Iteration 15Q (7088.960000 sec): 3 clusters
  Score: Raw -410220.442382 + Penalty 2684.408012 = -407536.034369
  nChanged 37
		SP:Iteration 16Q (7088.970000 sec): 3 clusters
  Score: Raw -410238.193980 + Penalty 2684.408012 = -407553.785968
  nChanged 40
		SP:Iteration 17Q (7088.980000 sec): 3 clusters
  Score: Raw -410255.156126 + Penalty 2684.408012 = -407570.748114
  nChanged 29
		SP:Iteration 18Q (7088.990000 sec): 3 clusters
  Score: Raw -410267.681206 + Penalty 2684.408012 = -407583.273193
  nChanged 36
		SP:Iteration 19Q (7089.000000 sec): 3 clusters
  Score: Raw -410288.271017 + Penalty 2684.408012 = -407603.863005
  nChanged 38
		SP:Iteration 20F (7089.010000 sec): 3 clusters
  Score: Raw -410310.167627 + Penalty 2684.408012 = -407625.759615
  nChanged 32
		SP:Iteration 21Q (7089.020000 sec): 3 clusters
  Score: Raw -410326.671318 + Penalty 2684.408012 = -407642.263305
  nChanged 23
		SP:Iteration 22Q (7089.030000 sec): 3 clusters
  Score: Raw -410340.153120 + Penalty 2684.408012 = -407655.745108
  nChanged 18
		SP:Iteration 23Q (7089.040000 sec): 3 clusters
  Score: Raw -410350.128625 + Penalty 2684.408012 = -407665.720612
  nChanged 16
		SP:Iteration 24Q (7089.040000 sec): 3 clusters
  Score: Raw -410359.565924 + Penalty 2684.408012 = -407675.157911
  nChanged 15
		SP:Iteration 25Q (7089.050000 sec): 3 clusters
  Score: Raw -410366.583939 + Penalty 2684.408012 = -407682.175926
  nChanged 17
		SP:Iteration 26Q (7089.060000 sec): 3 clusters
  Score: Raw -410374.358565 + Penalty 2684.408012 = -407689.950553
  nChanged 14
		SP:Iteration 27Q (7089.070000 sec): 3 clusters
  Score: Raw -410379.056419 + Penalty 2684.408012 = -407694.648407
  nChanged 9
		SP:Iteration 28Q (7089.080000 sec): 3 clusters
  Score: Raw -410382.163554 + Penalty 2684.408012 = -407697.755542
  nChanged 12
		SP:Iteration 29Q (7089.080000 sec): 3 clusters
  Score: Raw -410387.526704 + Penalty 2684.408012 = -407703.118691
  nChanged 14
		SP:Iteration 30Q (7089.090000 sec): 3 clusters
  Score: Raw -410394.867186 + Penalty 2684.408012 = -407710.459174
  nChanged 11
		SP:Iteration 31Q (7089.100000 sec): 3 clusters
  Score: Raw -410398.875226 + Penalty 2684.408012 = -407714.467213
  nChanged 8
		SP:Iteration 32Q (7089.110000 sec): 3 clusters
  Score: Raw -410400.958169 + Penalty 2684.408012 = -407716.550156
  nChanged 3
		SP:Iteration 33Q (7089.120000 sec): 3 clusters
  Score: Raw -410401.992080 + Penalty 2684.408012 = -407717.584068
  nChanged 2
		SP:Iteration 34Q (7089.130000 sec): 3 clusters
  Score: Raw -410402.877455 + Penalty 2684.408012 = -407718.469442
  nChanged 3
		SP:Iteration 35Q (7089.140000 sec): 3 clusters
  Score: Raw -410404.108006 + Penalty 2684.408012 = -407719.699994
  nChanged 5
		SP:Iteration 36Q (7089.140000 sec): 3 clusters
  Score: Raw -410405.247502 + Penalty 2684.408012 = -407720.839490
  nChanged 2
		SP:Iteration 37Q (7089.150000 sec): 3 clusters
  Score: Raw -410405.781312 + Penalty 2684.408012 = -407721.373300
  nChanged 2
		SP:Iteration 38Q (7089.160000 sec): 3 clusters
  Score: Raw -410406.096788 + Penalty 2684.408012 = -407721.688776
  nChanged 0
		SP:Iteration 39F (7089.170000 sec): 3 clusters
  Score: Raw -410406.096788 + Penalty 2684.408012 = -407721.688776
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7089.300000 sec): 2 clusters
  Score: Raw -4578627.054787 + Penalty 1717.216978 = -4576909.837809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7089.410000 sec): 3 clusters
  Score: Raw -4554226.897844 + Penalty 3434.433956 = -4550792.463888
  nChanged 18073
		SP:Iteration 1F (7089.510000 sec): 3 clusters
  Score: Raw -4564363.068482 + Penalty 3434.433956 = -4560928.634525
  nChanged 1533
		SP:Iteration 2Q (7089.620000 sec): 3 clusters
  Score: Raw -4564811.052653 + Penalty 3434.433956 = -4561376.618697
  nChanged 1568
		SP:Iteration 3Q (7089.730000 sec): 3 clusters
  Score: Raw -4565301.113471 + Penalty 3434.433956 = -4561866.679515
  nChanged 1525
		SP:Iteration 4Q (7089.840000 sec): 3 clusters
  Score: Raw -4565757.873861 + Penalty 3434.433956 = -4562323.439905
  nChanged 1428
		SP:Iteration 5Q (7089.940000 sec): 3 clusters
  Score: Raw -4566220.999818 + Penalty 3434.433956 = -4562786.565862
  nChanged 1469
		SP:Iteration 6Q (7090.050000 sec): 3 clusters
  Score: Raw -4566679.475618 + Penalty 3434.433956 = -4563245.041662
  nChanged 1467
		SP:Iteration 7Q (7090.160000 sec): 3 clusters
  Score: Raw -4567182.620082 + Penalty 3434.433956 = -4563748.186126
  nChanged 1545
		SP:Iteration 8Q (7090.260000 sec): 3 clusters
  Score: Raw -4567817.216752 + Penalty 3434.433956 = -4564382.782796
  nChanged 1641
		SP:Iteration 9Q (7090.370000 sec): 3 clusters
  Score: Raw -4568634.272141 + Penalty 3434.433956 = -4565199.838185
  nChanged 1834
		SP:Iteration 10Q (7090.480000 sec): 3 clusters
  Score: Raw -4569672.762596 + Penalty 3434.433956 = -4566238.328640
  nChanged 1969
		SP:Iteration 11F (7090.580000 sec): 3 clusters
  Score: Raw -4570890.635401 + Penalty 3434.433956 = -4567456.201445
  nChanged 1893
		SP:Iteration 12Q (7090.680000 sec): 3 clusters
  Score: Raw -4571924.102173 + Penalty 3434.433956 = -4568489.668217
  nChanged 1567
		SP:Iteration 13Q (7090.790000 sec): 3 clusters
  Score: Raw -4572579.923642 + Penalty 3434.433956 = -4569145.489686
  nChanged 1051
		SP:Iteration 14Q (7090.890000 sec): 3 clusters
  Score: Raw -4572873.790437 + Penalty 3434.433956 = -4569439.356481
  nChanged 707
		SP:Iteration 15Q (7091.000000 sec): 3 clusters
  Score: Raw -4573024.072873 + Penalty 3434.433956 = -4569589.638917
  nChanged 496
		SP:Iteration 16Q (7091.100000 sec): 3 clusters
  Score: Raw -4573112.329035 + Penalty 3434.433956 = -4569677.895079
  nChanged 378
		SP:Iteration 17Q (7091.200000 sec): 3 clusters
  Score: Raw -4573178.182023 + Penalty 3434.433956 = -4569743.748067
  nChanged 350
		SP:Iteration 18Q (7091.300000 sec): 3 clusters
  Score: Raw -4573240.552122 + Penalty 3434.433956 = -4569806.118166
  nChanged 325
		SP:Iteration 19Q (7091.410000 sec): 3 clusters
  Score: Raw -4573297.024807 + Penalty 3434.433956 = -4569862.590851
  nChanged 337
		SP:Iteration 20F (7091.510000 sec): 3 clusters
  Score: Raw -4573356.274834 + Penalty 3434.433956 = -4569921.840878
  nChanged 320
		SP:Iteration 21Q (7091.620000 sec): 3 clusters
  Score: Raw -4573412.426046 + Penalty 3434.433956 = -4569977.992090
  nChanged 315
		SP:Iteration 22Q (7091.720000 sec): 3 clusters
  Score: Raw -4573469.178701 + Penalty 3434.433956 = -4570034.744745
  nChanged 311
		SP:Iteration 23Q (7091.820000 sec): 3 clusters
  Score: Raw -4573525.350538 + Penalty 3434.433956 = -4570090.916582
  nChanged 306
		SP:Iteration 24Q (7091.920000 sec): 3 clusters
  Score: Raw -4573583.422639 + Penalty 3434.433956 = -4570148.988683
  nChanged 304
		SP:Iteration 25Q (7092.020000 sec): 3 clusters
  Score: Raw -4573640.837059 + Penalty 3434.433956 = -4570206.403103
  nChanged 356
		SP:Iteration 26Q (7092.120000 sec): 3 clusters
  Score: Raw -4573714.591924 + Penalty 3434.433956 = -4570280.157968
  nChanged 387
		SP:Iteration 27Q (7092.220000 sec): 3 clusters
  Score: Raw -4573793.064116 + Penalty 3434.433956 = -4570358.630160
  nChanged 350
		SP:Iteration 28Q (7092.320000 sec): 3 clusters
  Score: Raw -4573859.425964 + Penalty 3434.433956 = -4570424.992008
  nChanged 382
		SP:Iteration 29Q (7092.430000 sec): 3 clusters
  Score: Raw -4573935.241156 + Penalty 3434.433956 = -4570500.807200
  nChanged 403
		SP:Iteration 30Q (7092.530000 sec): 3 clusters
  Score: Raw -4574025.453155 + Penalty 3434.433956 = -4570591.019199
  nChanged 439
		SP:Iteration 31Q (7092.630000 sec): 3 clusters
  Score: Raw -4574137.727489 + Penalty 3434.433956 = -4570703.293533
  nChanged 478
		SP:Iteration 32Q (7092.730000 sec): 3 clusters
  Score: Raw -4574271.192742 + Penalty 3434.433956 = -4570836.758786
  nChanged 524
		SP:Iteration 33Q (7092.820000 sec): 3 clusters
  Score: Raw -4574421.900162 + Penalty 3434.433956 = -4570987.466206
  nChanged 538
		SP:Iteration 34Q (7092.920000 sec): 3 clusters
  Score: Raw -4574586.933355 + Penalty 3434.433956 = -4571152.499399
  nChanged 573
		SP:Iteration 35Q (7093.030000 sec): 3 clusters
  Score: Raw -4574767.638482 + Penalty 3434.433956 = -4571333.204526
  nChanged 519
		SP:Iteration 36Q (7093.130000 sec): 3 clusters
  Score: Raw -4574926.651731 + Penalty 3434.433956 = -4571492.217775
  nChanged 539
		SP:Iteration 37Q (7093.230000 sec): 3 clusters
  Score: Raw -4575097.710515 + Penalty 3434.433956 = -4571663.276559
  nChanged 508
		SP:Iteration 38Q (7093.320000 sec): 3 clusters
  Score: Raw -4575260.033851 + Penalty 3434.433956 = -4571825.599895
  nChanged 465
		SP:Iteration 39Q (7093.420000 sec): 3 clusters
  Score: Raw -4575410.710448 + Penalty 3434.433956 = -4571976.276492
  nChanged 478
		SP:Iteration 40F (7093.530000 sec): 3 clusters
  Score: Raw -4575566.085487 + Penalty 3434.433956 = -4572131.651531
  nChanged 459
		SP:Iteration 41Q (7093.620000 sec): 3 clusters
  Score: Raw -4575724.770944 + Penalty 3434.433956 = -4572290.336988
  nChanged 483
		SP:Iteration 42Q (7093.720000 sec): 3 clusters
  Score: Raw -4575910.047384 + Penalty 3434.433956 = -4572475.613428
  nChanged 486
		SP:Iteration 43Q (7093.810000 sec): 3 clusters
  Score: Raw -4576091.667873 + Penalty 3434.433956 = -4572657.233916
  nChanged 448
		SP:Iteration 44Q (7093.910000 sec): 3 clusters
  Score: Raw -4576253.912648 + Penalty 3434.433956 = -4572819.478692
  nChanged 455
		SP:Iteration 45Q (7094.000000 sec): 3 clusters
  Score: Raw -4576420.475732 + Penalty 3434.433956 = -4572986.041776
  nChanged 440
		SP:Iteration 46Q (7094.090000 sec): 3 clusters
  Score: Raw -4576572.437002 + Penalty 3434.433956 = -4573138.003046
  nChanged 398
		SP:Iteration 47Q (7094.180000 sec): 3 clusters
  Score: Raw -4576710.721042 + Penalty 3434.433956 = -4573276.287086
  nChanged 377
		SP:Iteration 48Q (7094.270000 sec): 3 clusters
  Score: Raw -4576834.828798 + Penalty 3434.433956 = -4573400.394842
  nChanged 366
		SP:Iteration 49Q (7094.350000 sec): 3 clusters
  Score: Raw -4576954.303740 + Penalty 3434.433956 = -4573519.869784
  nChanged 363
		SP:Iteration 50Q (7094.440000 sec): 3 clusters
  Score: Raw -4577070.284156 + Penalty 3434.433956 = -4573635.850200
  nChanged 310
		SP:Iteration 51Q (7094.530000 sec): 3 clusters
  Score: Raw -4577165.563078 + Penalty 3434.433956 = -4573731.129122
  nChanged 311
		SP:Iteration 52Q (7094.610000 sec): 3 clusters
  Score: Raw -4577259.629254 + Penalty 3434.433956 = -4573825.195298
  nChanged 284
		SP:Iteration 53Q (7094.700000 sec): 3 clusters
  Score: Raw -4577352.812094 + Penalty 3434.433956 = -4573918.378138
  nChanged 297
		SP:Iteration 54Q (7094.780000 sec): 3 clusters
  Score: Raw -4577450.953976 + Penalty 3434.433956 = -4574016.520020
  nChanged 295
		SP:Iteration 55Q (7094.870000 sec): 3 clusters
  Score: Raw -4577549.025306 + Penalty 3434.433956 = -4574114.591350
  nChanged 273
		SP:Iteration 56Q (7094.950000 sec): 3 clusters
  Score: Raw -4577644.003757 + Penalty 3434.433956 = -4574209.569801
  nChanged 294
		SP:Iteration 57Q (7095.030000 sec): 3 clusters
  Score: Raw -4577760.321368 + Penalty 3434.433956 = -4574325.887412
  nChanged 290
		SP:Iteration 58Q (7095.120000 sec): 3 clusters
  Score: Raw -4577875.579491 + Penalty 3434.433956 = -4574441.145535
  nChanged 273
		SP:Iteration 59Q (7095.200000 sec): 3 clusters
  Score: Raw -4577990.500245 + Penalty 3434.433956 = -4574556.066289
  nChanged 277
		SP:Iteration 60F (7095.300000 sec): 3 clusters
  Score: Raw -4578123.955421 + Penalty 3434.433956 = -4574689.521465
  nChanged 255
		SP:Iteration 61Q (7095.380000 sec): 3 clusters
  Score: Raw -4578252.359590 + Penalty 3434.433956 = -4574817.925634
  nChanged 235
		SP:Iteration 62Q (7095.460000 sec): 3 clusters
  Score: Raw -4578372.560098 + Penalty 3434.433956 = -4574938.126142
  nChanged 210
		SP:Iteration 63Q (7095.540000 sec): 3 clusters
  Score: Raw -4578480.725220 + Penalty 3434.433956 = -4575046.291264
  nChanged 170
		SP:Iteration 64Q (7095.620000 sec): 3 clusters
  Score: Raw -4578571.981185 + Penalty 3434.433956 = -4575137.547229
  nChanged 147
		SP:Iteration 65Q (7095.690000 sec): 3 clusters
  Score: Raw -4578648.701247 + Penalty 3434.433956 = -4575214.267291
  nChanged 123
		SP:Iteration 66Q (7095.770000 sec): 3 clusters
  Score: Raw -4578707.012812 + Penalty 3434.433956 = -4575272.578856
  nChanged 119
		SP:Iteration 67Q (7095.850000 sec): 3 clusters
  Score: Raw -4578760.726947 + Penalty 3434.433956 = -4575326.292991
  nChanged 103
		SP:Iteration 68Q (7095.930000 sec): 3 clusters
  Score: Raw -4578809.457025 + Penalty 3434.433956 = -4575375.023069
  nChanged 77
		SP:Iteration 69Q (7096.000000 sec): 3 clusters
  Score: Raw -4578850.094857 + Penalty 3434.433956 = -4575415.660901
  nChanged 68
		SP:Iteration 70Q (7096.080000 sec): 3 clusters
  Score: Raw -4578883.679360 + Penalty 3434.433956 = -4575449.245404
  nChanged 47
		SP:Iteration 71Q (7096.160000 sec): 3 clusters
  Score: Raw -4578910.115593 + Penalty 3434.433956 = -4575475.681637
  nChanged 44
		SP:Iteration 72Q (7096.230000 sec): 3 clusters
  Score: Raw -4578933.063689 + Penalty 3434.433956 = -4575498.629733
  nChanged 34
		SP:Iteration 73Q (7096.300000 sec): 3 clusters
  Score: Raw -4578950.024127 + Penalty 3434.433956 = -4575515.590171
  nChanged 41
		SP:Iteration 74Q (7096.380000 sec): 3 clusters
  Score: Raw -4578969.286115 + Penalty 3434.433956 = -4575534.852159
  nChanged 32
		SP:Iteration 75Q (7096.450000 sec): 3 clusters
  Score: Raw -4578984.412976 + Penalty 3434.433956 = -4575549.979020
  nChanged 29
		SP:Iteration 76Q (7096.520000 sec): 3 clusters
  Score: Raw -4579001.519661 + Penalty 3434.433956 = -4575567.085705
  nChanged 32
		SP:Iteration 77Q (7096.600000 sec): 3 clusters
  Score: Raw -4579017.371603 + Penalty 3434.433956 = -4575582.937647
  nChanged 25
		SP:Iteration 78Q (7096.670000 sec): 3 clusters
  Score: Raw -4579028.366981 + Penalty 3434.433956 = -4575593.933025
  nChanged 18
		SP:Iteration 79Q (7096.740000 sec): 3 clusters
  Score: Raw -4579036.497408 + Penalty 3434.433956 = -4575602.063451
  nChanged 13
		SP:Iteration 80F (7096.850000 sec): 3 clusters
  Score: Raw -4579041.937297 + Penalty 3434.433956 = -4575607.503341
  nChanged 11
		SP:Iteration 81Q (7096.920000 sec): 3 clusters
  Score: Raw -4579049.561244 + Penalty 3434.433956 = -4575615.127288
  nChanged 8
		SP:Iteration 82Q (7097.000000 sec): 3 clusters
  Score: Raw -4579053.837820 + Penalty 3434.433956 = -4575619.403864
  nChanged 13
		SP:Iteration 83Q (7097.070000 sec): 3 clusters
  Score: Raw -4579058.967237 + Penalty 3434.433956 = -4575624.533281
  nChanged 9
		SP:Iteration 84Q (7097.140000 sec): 3 clusters
  Score: Raw -4579062.311669 + Penalty 3434.433956 = -4575627.877713
  nChanged 7
		SP:Iteration 85Q (7097.220000 sec): 3 clusters
  Score: Raw -4579067.269811 + Penalty 3434.433956 = -4575632.835855
  nChanged 8
		SP:Iteration 86Q (7097.290000 sec): 3 clusters
  Score: Raw -4579071.662139 + Penalty 3434.433956 = -4575637.228183
  nChanged 9
		SP:Iteration 87Q (7097.360000 sec): 3 clusters
  Score: Raw -4579077.183416 + Penalty 3434.433956 = -4575642.749460
  nChanged 9
		SP:Iteration 88Q (7097.430000 sec): 3 clusters
  Score: Raw -4579081.338871 + Penalty 3434.433956 = -4575646.904915
  nChanged 7
		SP:Iteration 89Q (7097.510000 sec): 3 clusters
  Score: Raw -4579084.541619 + Penalty 3434.433956 = -4575650.107663
  nChanged 5
		SP:Iteration 90Q (7097.580000 sec): 3 clusters
  Score: Raw -4579086.646688 + Penalty 3434.433956 = -4575652.212732
  nChanged 4
		SP:Iteration 91Q (7097.650000 sec): 3 clusters
  Score: Raw -4579088.776511 + Penalty 3434.433956 = -4575654.342555
  nChanged 2
		SP:Iteration 92Q (7097.720000 sec): 3 clusters
  Score: Raw -4579089.880053 + Penalty 3434.433956 = -4575655.446097
  nChanged 4
		SP:Iteration 93Q (7097.800000 sec): 3 clusters
  Score: Raw -4579091.264136 + Penalty 3434.433956 = -4575656.830180
  nChanged 2
		SP:Iteration 94Q (7097.870000 sec): 3 clusters
  Score: Raw -4579092.292500 + Penalty 3434.433956 = -4575657.858543
  nChanged 1
		SP:Iteration 95Q (7097.940000 sec): 3 clusters
  Score: Raw -4579092.553942 + Penalty 3434.433956 = -4575658.119986
  nChanged 0
		SP:Iteration 96F (7098.040000 sec): 3 clusters
  Score: Raw -4579092.553942 + Penalty 3434.433956 = -4575658.119986
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (15187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7098.100000 sec): 2 clusters
  Score: Raw -1644091.015766 + Penalty 1564.581700 = -1642526.434066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7098.140000 sec): 3 clusters
  Score: Raw -1635230.786957 + Penalty 3129.163400 = -1632101.623557
  nChanged 6694
		SP:Iteration 1F (7098.180000 sec): 3 clusters
  Score: Raw -1639045.629716 + Penalty 3129.163400 = -1635916.466316
  nChanged 962
		SP:Iteration 2F (7098.220000 sec): 3 clusters
  Score: Raw -1639522.445522 + Penalty 3129.163400 = -1636393.282122
  nChanged 849
		SP:Iteration 3F (7098.260000 sec): 3 clusters
  Score: Raw -1639959.091876 + Penalty 3129.163400 = -1636829.928476
  nChanged 814
		SP:Iteration 4F (7098.290000 sec): 3 clusters
  Score: Raw -1640419.234390 + Penalty 3129.163400 = -1637290.070990
  nChanged 813
		SP:Iteration 5F (7098.330000 sec): 3 clusters
  Score: Raw -1640884.697200 + Penalty 3129.163400 = -1637755.533800
  nChanged 751
		SP:Iteration 6Q (7098.370000 sec): 3 clusters
  Score: Raw -1641287.773550 + Penalty 3129.163400 = -1638158.610149
  nChanged 708
		SP:Iteration 7Q (7098.410000 sec): 3 clusters
  Score: Raw -1641615.407651 + Penalty 3129.163400 = -1638486.244251
  nChanged 585
		SP:Iteration 8Q (7098.450000 sec): 3 clusters
  Score: Raw -1641883.493455 + Penalty 3129.163400 = -1638754.330055
  nChanged 546
		SP:Iteration 9Q (7098.490000 sec): 3 clusters
  Score: Raw -1642153.144024 + Penalty 3129.163400 = -1639023.980624
  nChanged 522
		SP:Iteration 10Q (7098.530000 sec): 3 clusters
  Score: Raw -1642408.774183 + Penalty 3129.163400 = -1639279.610783
  nChanged 448
		SP:Iteration 11Q (7098.570000 sec): 3 clusters
  Score: Raw -1642620.439379 + Penalty 3129.163400 = -1639491.275979
  nChanged 420
		SP:Iteration 12Q (7098.610000 sec): 3 clusters
  Score: Raw -1642817.460020 + Penalty 3129.163400 = -1639688.296619
  nChanged 413
		SP:Iteration 13Q (7098.650000 sec): 3 clusters
  Score: Raw -1642993.408388 + Penalty 3129.163400 = -1639864.244987
  nChanged 355
		SP:Iteration 14Q (7098.680000 sec): 3 clusters
  Score: Raw -1643125.740200 + Penalty 3129.163400 = -1639996.576800
  nChanged 293
		SP:Iteration 15Q (7098.720000 sec): 3 clusters
  Score: Raw -1643232.504977 + Penalty 3129.163400 = -1640103.341577
  nChanged 264
		SP:Iteration 16Q (7098.760000 sec): 3 clusters
  Score: Raw -1643320.280365 + Penalty 3129.163400 = -1640191.116965
  nChanged 222
		SP:Iteration 17Q (7098.800000 sec): 3 clusters
  Score: Raw -1643390.243927 + Penalty 3129.163400 = -1640261.080527
  nChanged 188
		SP:Iteration 18Q (7098.840000 sec): 3 clusters
  Score: Raw -1643443.905046 + Penalty 3129.163400 = -1640314.741646
  nChanged 175
		SP:Iteration 19Q (7098.870000 sec): 3 clusters
  Score: Raw -1643489.887545 + Penalty 3129.163400 = -1640360.724144
  nChanged 153
		SP:Iteration 20F (7098.910000 sec): 3 clusters
  Score: Raw -1643527.282942 + Penalty 3129.163400 = -1640398.119542
  nChanged 150
		SP:Iteration 21Q (7098.950000 sec): 3 clusters
  Score: Raw -1643561.307862 + Penalty 3129.163400 = -1640432.144462
  nChanged 125
		SP:Iteration 22Q (7098.990000 sec): 3 clusters
  Score: Raw -1643589.975834 + Penalty 3129.163400 = -1640460.812433
  nChanged 117
		SP:Iteration 23Q (7099.020000 sec): 3 clusters
  Score: Raw -1643619.450262 + Penalty 3129.163400 = -1640490.286861
  nChanged 142
		SP:Iteration 24Q (7099.060000 sec): 3 clusters
  Score: Raw -1643652.831692 + Penalty 3129.163400 = -1640523.668292
  nChanged 129
		SP:Iteration 25Q (7099.090000 sec): 3 clusters
  Score: Raw -1643681.521551 + Penalty 3129.163400 = -1640552.358151
  nChanged 126
		SP:Iteration 26Q (7099.130000 sec): 3 clusters
  Score: Raw -1643713.666046 + Penalty 3129.163400 = -1640584.502646
  nChanged 122
		SP:Iteration 27Q (7099.170000 sec): 3 clusters
  Score: Raw -1643742.382207 + Penalty 3129.163400 = -1640613.218806
  nChanged 122
		SP:Iteration 28Q (7099.200000 sec): 3 clusters
  Score: Raw -1643771.405731 + Penalty 3129.163400 = -1640642.242331
  nChanged 111
		SP:Iteration 29Q (7099.240000 sec): 3 clusters
  Score: Raw -1643796.287019 + Penalty 3129.163400 = -1640667.123619
  nChanged 107
		SP:Iteration 30Q (7099.270000 sec): 3 clusters
  Score: Raw -1643820.056461 + Penalty 3129.163400 = -1640690.893061
  nChanged 113
		SP:Iteration 31Q (7099.310000 sec): 3 clusters
  Score: Raw -1643849.417078 + Penalty 3129.163400 = -1640720.253677
  nChanged 115
		SP:Iteration 32Q (7099.340000 sec): 3 clusters
  Score: Raw -1643880.170216 + Penalty 3129.163400 = -1640751.006816
  nChanged 110
		SP:Iteration 33Q (7099.380000 sec): 3 clusters
  Score: Raw -1643910.966251 + Penalty 3129.163400 = -1640781.802850
  nChanged 116
		SP:Iteration 34Q (7099.410000 sec): 3 clusters
  Score: Raw -1643938.516375 + Penalty 3129.163400 = -1640809.352974
  nChanged 109
		SP:Iteration 35Q (7099.450000 sec): 3 clusters
  Score: Raw -1643963.743024 + Penalty 3129.163400 = -1640834.579624
  nChanged 105
		SP:Iteration 36Q (7099.490000 sec): 3 clusters
  Score: Raw -1643989.947713 + Penalty 3129.163400 = -1640860.784313
  nChanged 119
		SP:Iteration 37Q (7099.520000 sec): 3 clusters
  Score: Raw -1644023.318360 + Penalty 3129.163400 = -1640894.154960
  nChanged 123
		SP:Iteration 38Q (7099.560000 sec): 3 clusters
  Score: Raw -1644057.030625 + Penalty 3129.163400 = -1640927.867225
  nChanged 113
		SP:Iteration 39Q (7099.590000 sec): 3 clusters
  Score: Raw -1644087.650221 + Penalty 3129.163400 = -1640958.486821
  nChanged 127
		SP:Iteration 40F (7099.630000 sec): 3 clusters
  Score: Raw -1644123.966559 + Penalty 3129.163400 = -1640994.803159
  nChanged 129
		SP:Iteration 41Q (7099.670000 sec): 3 clusters
  Score: Raw -1644164.547175 + Penalty 3129.163400 = -1641035.383774
  nChanged 133
		SP:Iteration 42Q (7099.710000 sec): 3 clusters
  Score: Raw -1644209.690897 + Penalty 3129.163400 = -1641080.527496
  nChanged 121
		SP:Iteration 43Q (7099.740000 sec): 3 clusters
  Score: Raw -1644250.169054 + Penalty 3129.163400 = -1641121.005653
  nChanged 121
		SP:Iteration 44Q (7099.770000 sec): 3 clusters
  Score: Raw -1644291.725559 + Penalty 3129.163400 = -1641162.562158
  nChanged 120
		SP:Iteration 45Q (7099.810000 sec): 3 clusters
  Score: Raw -1644331.744126 + Penalty 3129.163400 = -1641202.580726
  nChanged 118
		SP:Iteration 46Q (7099.850000 sec): 3 clusters
  Score: Raw -1644366.018537 + Penalty 3129.163400 = -1641236.855136
  nChanged 114
		SP:Iteration 47Q (7099.880000 sec): 3 clusters
  Score: Raw -1644404.741409 + Penalty 3129.163400 = -1641275.578009
  nChanged 120
		SP:Iteration 48Q (7099.920000 sec): 3 clusters
  Score: Raw -1644446.775375 + Penalty 3129.163400 = -1641317.611975
  nChanged 111
		SP:Iteration 49Q (7099.950000 sec): 3 clusters
  Score: Raw -1644492.217570 + Penalty 3129.163400 = -1641363.054170
  nChanged 122
		SP:Iteration 50Q (7099.990000 sec): 3 clusters
  Score: Raw -1644553.784413 + Penalty 3129.163400 = -1641424.621012
  nChanged 148
		SP:Iteration 51Q (7100.020000 sec): 3 clusters
  Score: Raw -1644634.699939 + Penalty 3129.163400 = -1641505.536539
  nChanged 136
		SP:Iteration 52Q (7100.050000 sec): 3 clusters
  Score: Raw -1644693.389738 + Penalty 3129.163400 = -1641564.226337
  nChanged 110
		SP:Iteration 53Q (7100.080000 sec): 3 clusters
  Score: Raw -1644752.595507 + Penalty 3129.163400 = -1641623.432107
  nChanged 101
		SP:Iteration 54Q (7100.110000 sec): 3 clusters
  Score: Raw -1644806.885805 + Penalty 3129.163400 = -1641677.722405
  nChanged 98
		SP:Iteration 55Q (7100.150000 sec): 3 clusters
  Score: Raw -1644862.740217 + Penalty 3129.163400 = -1641733.576816
  nChanged 93
		SP:Iteration 56Q (7100.180000 sec): 3 clusters
  Score: Raw -1644899.634016 + Penalty 3129.163400 = -1641770.470616
  nChanged 63
		SP:Iteration 57Q (7100.210000 sec): 3 clusters
  Score: Raw -1644927.058371 + Penalty 3129.163400 = -1641797.894971
  nChanged 74
		SP:Iteration 58Q (7100.240000 sec): 3 clusters
  Score: Raw -1644956.471778 + Penalty 3129.163400 = -1641827.308378
  nChanged 62
		SP:Iteration 59Q (7100.270000 sec): 3 clusters
  Score: Raw -1644987.619659 + Penalty 3129.163400 = -1641858.456259
  nChanged 51
		SP:Iteration 60F (7100.310000 sec): 3 clusters
  Score: Raw -1645013.026454 + Penalty 3129.163400 = -1641883.863054
  nChanged 55
		SP:Iteration 61Q (7100.350000 sec): 3 clusters
  Score: Raw -1645034.471839 + Penalty 3129.163400 = -1641905.308439
  nChanged 49
		SP:Iteration 62Q (7100.380000 sec): 3 clusters
  Score: Raw -1645053.032556 + Penalty 3129.163400 = -1641923.869155
  nChanged 40
		SP:Iteration 63Q (7100.410000 sec): 3 clusters
  Score: Raw -1645066.307375 + Penalty 3129.163400 = -1641937.143975
  nChanged 42
		SP:Iteration 64Q (7100.440000 sec): 3 clusters
  Score: Raw -1645086.691613 + Penalty 3129.163400 = -1641957.528213
  nChanged 44
		SP:Iteration 65Q (7100.480000 sec): 3 clusters
  Score: Raw -1645107.330784 + Penalty 3129.163400 = -1641978.167384
  nChanged 42
		SP:Iteration 66Q (7100.510000 sec): 3 clusters
  Score: Raw -1645127.357022 + Penalty 3129.163400 = -1641998.193622
  nChanged 38
		SP:Iteration 67Q (7100.540000 sec): 3 clusters
  Score: Raw -1645140.228139 + Penalty 3129.163400 = -1642011.064739
  nChanged 28
		SP:Iteration 68Q (7100.570000 sec): 3 clusters
  Score: Raw -1645150.448214 + Penalty 3129.163400 = -1642021.284814
  nChanged 24
		SP:Iteration 69Q (7100.600000 sec): 3 clusters
  Score: Raw -1645157.232607 + Penalty 3129.163400 = -1642028.069207
  nChanged 10
		SP:Iteration 70Q (7100.630000 sec): 3 clusters
  Score: Raw -1645161.821827 + Penalty 3129.163400 = -1642032.658427
  nChanged 13
		SP:Iteration 71Q (7100.660000 sec): 3 clusters
  Score: Raw -1645164.788505 + Penalty 3129.163400 = -1642035.625104
  nChanged 4
		SP:Iteration 72Q (7100.690000 sec): 3 clusters
  Score: Raw -1645165.725015 + Penalty 3129.163400 = -1642036.561614
  nChanged 3
		SP:Iteration 73Q (7100.720000 sec): 3 clusters
  Score: Raw -1645166.526448 + Penalty 3129.163400 = -1642037.363047
  nChanged 0
		SP:Iteration 74F (7100.760000 sec): 3 clusters
  Score: Raw -1645166.526448 + Penalty 3129.163400 = -1642037.363047
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7100.780000 sec): 2 clusters
  Score: Raw -150689.586392 + Penalty 1169.583245 = -149520.003147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7100.780000 sec): 3 clusters
  Score: Raw -150197.540085 + Penalty 2339.166490 = -147858.373595
  nChanged 440
		SP:Iteration 1F (7100.780000 sec): 3 clusters
  Score: Raw -150568.181784 + Penalty 2339.166490 = -148229.015294
  nChanged 102
		SP:Iteration 2F (7100.790000 sec): 3 clusters
  Score: Raw -150681.700185 + Penalty 2339.166490 = -148342.533695
  nChanged 63
		SP:Iteration 3Q (7100.790000 sec): 3 clusters
  Score: Raw -150747.204168 + Penalty 2339.166490 = -148408.037678
  nChanged 42
		SP:Iteration 4Q (7100.790000 sec): 3 clusters
  Score: Raw -150791.310230 + Penalty 2339.166490 = -148452.143740
  nChanged 47
		SP:Iteration 5Q (7100.800000 sec): 3 clusters
  Score: Raw -150838.773453 + Penalty 2339.166490 = -148499.606963
  nChanged 31
		SP:Iteration 6Q (7100.800000 sec): 3 clusters
  Score: Raw -150863.113933 + Penalty 2339.166490 = -148523.947442
  nChanged 23
		SP:Iteration 7Q (7100.800000 sec): 3 clusters
  Score: Raw -150882.781810 + Penalty 2339.166490 = -148543.615320
  nChanged 17
		SP:Iteration 8Q (7100.810000 sec): 3 clusters
  Score: Raw -150892.839146 + Penalty 2339.166490 = -148553.672656
  nChanged 14
		SP:Iteration 9Q (7100.810000 sec): 3 clusters
  Score: Raw -150900.553570 + Penalty 2339.166490 = -148561.387080
  nChanged 12
		SP:Iteration 10Q (7100.810000 sec): 3 clusters
  Score: Raw -150906.820362 + Penalty 2339.166490 = -148567.653871
  nChanged 6
		SP:Iteration 11Q (7100.810000 sec): 3 clusters
  Score: Raw -150910.689602 + Penalty 2339.166490 = -148571.523112
  nChanged 3
		SP:Iteration 12Q (7100.820000 sec): 3 clusters
  Score: Raw -150913.117135 + Penalty 2339.166490 = -148573.950645
  nChanged 4
		SP:Iteration 13Q (7100.820000 sec): 3 clusters
  Score: Raw -150916.824587 + Penalty 2339.166490 = -148577.658097
  nChanged 7
		SP:Iteration 14Q (7100.830000 sec): 3 clusters
  Score: Raw -150920.917485 + Penalty 2339.166490 = -148581.750994
  nChanged 8
		SP:Iteration 15Q (7100.830000 sec): 3 clusters
  Score: Raw -150927.522596 + Penalty 2339.166490 = -148588.356106
  nChanged 9
		SP:Iteration 16Q (7100.830000 sec): 3 clusters
  Score: Raw -150937.647809 + Penalty 2339.166490 = -148598.481319
  nChanged 9
		SP:Iteration 17Q (7100.830000 sec): 3 clusters
  Score: Raw -150943.889334 + Penalty 2339.166490 = -148604.722844
  nChanged 9
		SP:Iteration 18Q (7100.840000 sec): 3 clusters
  Score: Raw -150953.770988 + Penalty 2339.166490 = -148614.604498
  nChanged 10
		SP:Iteration 19Q (7100.840000 sec): 3 clusters
  Score: Raw -150961.703912 + Penalty 2339.166490 = -148622.537422
  nChanged 10
		SP:Iteration 20F (7100.850000 sec): 3 clusters
  Score: Raw -150973.116415 + Penalty 2339.166490 = -148633.949925
  nChanged 12
		SP:Iteration 21Q (7100.850000 sec): 3 clusters
  Score: Raw -150984.981979 + Penalty 2339.166490 = -148645.815489
  nChanged 15
		SP:Iteration 22Q (7100.850000 sec): 3 clusters
  Score: Raw -150996.990824 + Penalty 2339.166490 = -148657.824334
  nChanged 11
		SP:Iteration 23Q (7100.850000 sec): 3 clusters
  Score: Raw -151007.090929 + Penalty 2339.166490 = -148667.924439
  nChanged 10
		SP:Iteration 24Q (7100.860000 sec): 3 clusters
  Score: Raw -151017.327983 + Penalty 2339.166490 = -148678.161493
  nChanged 12
		SP:Iteration 25Q (7100.860000 sec): 3 clusters
  Score: Raw -151037.299877 + Penalty 2339.166490 = -148698.133387
  nChanged 18
		SP:Iteration 26Q (7100.860000 sec): 3 clusters
  Score: Raw -151068.101567 + Penalty 2339.166490 = -148728.935077
  nChanged 23
		SP:Iteration 27Q (7100.870000 sec): 3 clusters
  Score: Raw -151109.123131 + Penalty 2339.166490 = -148769.956640
  nChanged 20
		SP:Iteration 28Q (7100.870000 sec): 3 clusters
  Score: Raw -151130.668648 + Penalty 2339.166490 = -148791.502158
  nChanged 15
		SP:Iteration 29Q (7100.870000 sec): 3 clusters
  Score: Raw -151150.118756 + Penalty 2339.166490 = -148810.952266
  nChanged 19
		SP:Iteration 30Q (7100.870000 sec): 3 clusters
  Score: Raw -151171.969109 + Penalty 2339.166490 = -148832.802618
  nChanged 22
		SP:Iteration 31Q (7100.880000 sec): 3 clusters
  Score: Raw -151198.681226 + Penalty 2339.166490 = -148859.514736
  nChanged 26
		SP:Iteration 32Q (7100.880000 sec): 3 clusters
  Score: Raw -151233.394351 + Penalty 2339.166490 = -148894.227861
  nChanged 24
		SP:Iteration 33Q (7100.890000 sec): 3 clusters
  Score: Raw -151260.786089 + Penalty 2339.166490 = -148921.619599
  nChanged 29
		SP:Iteration 34Q (7100.890000 sec): 3 clusters
  Score: Raw -151292.179285 + Penalty 2339.166490 = -148953.012795
  nChanged 28
		SP:Iteration 35Q (7100.890000 sec): 3 clusters
  Score: Raw -151330.309243 + Penalty 2339.166490 = -148991.142753
  nChanged 34
		SP:Iteration 36Q (7100.890000 sec): 3 clusters
  Score: Raw -151389.039701 + Penalty 2339.166490 = -149049.873211
  nChanged 33
		SP:Iteration 37Q (7100.890000 sec): 3 clusters
  Score: Raw -151435.319702 + Penalty 2339.166490 = -149096.153212
  nChanged 24
		SP:Iteration 38Q (7100.900000 sec): 3 clusters
  Score: Raw -151463.289521 + Penalty 2339.166490 = -149124.123030
  nChanged 23
		SP:Iteration 39Q (7100.900000 sec): 3 clusters
  Score: Raw -151493.323833 + Penalty 2339.166490 = -149154.157343
  nChanged 19
		SP:Iteration 40F (7100.910000 sec): 3 clusters
  Score: Raw -151531.353022 + Penalty 2339.166490 = -149192.186532
  nChanged 21
		SP:Iteration 41Q (7100.910000 sec): 3 clusters
  Score: Raw -151601.424782 + Penalty 2339.166490 = -149262.258292
  nChanged 22
		SP:Iteration 42Q (7100.910000 sec): 3 clusters
  Score: Raw -151691.072584 + Penalty 2339.166490 = -149351.906093
  nChanged 21
		SP:Iteration 43Q (7100.910000 sec): 3 clusters
  Score: Raw -151755.389219 + Penalty 2339.166490 = -149416.222729
  nChanged 26
		SP:Iteration 44Q (7100.910000 sec): 3 clusters
  Score: Raw -151871.135817 + Penalty 2339.166490 = -149531.969327
  nChanged 14
		SP:Iteration 45Q (7100.920000 sec): 3 clusters
  Score: Raw -151960.672051 + Penalty 2339.166490 = -149621.505561
  nChanged 10
		SP:Iteration 46Q (7100.920000 sec): 3 clusters
  Score: Raw -152037.579940 + Penalty 2339.166490 = -149698.413450
  nChanged 5
		SP:Iteration 47Q (7100.920000 sec): 3 clusters
  Score: Raw -152100.421478 + Penalty 2339.166490 = -149761.254987
  nChanged 4
		SP:Iteration 48Q (7100.920000 sec): 3 clusters
  Score: Raw -152123.619500 + Penalty 2339.166490 = -149784.453010
  nChanged 2
		SP:Iteration 49Q (7100.930000 sec): 3 clusters
  Score: Raw -152139.708645 + Penalty 2339.166490 = -149800.542155
  nChanged 1
		SP:Iteration 50Q (7100.930000 sec): 3 clusters
  Score: Raw -152141.886213 + Penalty 2339.166490 = -149802.719723
  nChanged 0
		SP:Iteration 51F (7100.930000 sec): 3 clusters
  Score: Raw -152141.886213 + Penalty 2339.166490 = -149802.719723
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (320897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7101.950000 sec): 2 clusters
  Score: Raw -37200674.057027 + Penalty 2060.317265 = -37198613.739762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7102.820000 sec): 3 clusters
  Score: Raw -36986389.712157 + Penalty 4120.634530 = -36982269.077626
  nChanged 156181
		SP:Iteration 1F (7103.690000 sec): 3 clusters
  Score: Raw -37079329.251747 + Penalty 4120.634530 = -37075208.617216
  nChanged 8421
		SP:Iteration 2Q (7104.590000 sec): 3 clusters
  Score: Raw -37081140.877825 + Penalty 4120.634530 = -37077020.243295
  nChanged 9934
		SP:Iteration 3Q (7105.480000 sec): 3 clusters
  Score: Raw -37084037.632536 + Penalty 4120.634530 = -37079916.998006
  nChanged 13138
		SP:Iteration 4Q (7106.370000 sec): 3 clusters
  Score: Raw -37089387.547337 + Penalty 4120.634530 = -37085266.912806
  nChanged 18338
		SP:Iteration 5F (7107.230000 sec): 3 clusters
  Score: Raw -37099777.000219 + Penalty 4120.634530 = -37095656.365689
  nChanged 25033
		SP:Iteration 6F (7108.100000 sec): 3 clusters
  Score: Raw -37118692.324471 + Penalty 4120.634530 = -37114571.689940
  nChanged 29616
		SP:Iteration 7F (7108.960000 sec): 3 clusters
  Score: Raw -37145719.109356 + Penalty 4120.634530 = -37141598.474826
  nChanged 26971
		SP:Iteration 8F (7109.820000 sec): 3 clusters
  Score: Raw -37172655.424041 + Penalty 4120.634530 = -37168534.789511
  nChanged 17671
		SP:Iteration 9F (7110.680000 sec): 3 clusters
  Score: Raw -37190315.223921 + Penalty 4120.634530 = -37186194.589391
  nChanged 7853
		SP:Iteration 10Q (7111.420000 sec): 3 clusters
  Score: Raw -37197727.340426 + Penalty 4120.634530 = -37193606.705896
  nChanged 2565
		SP:Iteration 11Q (7112.100000 sec): 3 clusters
  Score: Raw -37199975.053561 + Penalty 4120.634530 = -37195854.419031
  nChanged 723
		SP:Iteration 12Q (7112.740000 sec): 3 clusters
  Score: Raw -37200604.783861 + Penalty 4120.634530 = -37196484.149330
  nChanged 206
		SP:Iteration 13Q (7113.350000 sec): 3 clusters
  Score: Raw -37200812.920578 + Penalty 4120.634530 = -37196692.286048
  nChanged 68
		SP:Iteration 14Q (7113.950000 sec): 3 clusters
  Score: Raw -37200884.882416 + Penalty 4120.634530 = -37196764.247886
  nChanged 32
		SP:Iteration 15Q (7114.560000 sec): 3 clusters
  Score: Raw -37200930.486093 + Penalty 4120.634530 = -37196809.851563
  nChanged 22
		SP:Iteration 16Q (7115.160000 sec): 3 clusters
  Score: Raw -37200950.599867 + Penalty 4120.634530 = -37196829.965337
  nChanged 16
		SP:Iteration 17Q (7115.760000 sec): 3 clusters
  Score: Raw -37200969.670642 + Penalty 4120.634530 = -37196849.036112
  nChanged 11
		SP:Iteration 18Q (7116.360000 sec): 3 clusters
  Score: Raw -37200980.341886 + Penalty 4120.634530 = -37196859.707356
  nChanged 6
		SP:Iteration 19Q (7116.960000 sec): 3 clusters
  Score: Raw -37200988.718121 + Penalty 4120.634530 = -37196868.083590
  nChanged 3
		SP:Iteration 20F (7117.810000 sec): 3 clusters
  Score: Raw -37200990.807586 + Penalty 4120.634530 = -37196870.173056
  nChanged 4
		SP:Iteration 21Q (7118.410000 sec): 3 clusters
  Score: Raw -37200994.736908 + Penalty 4120.634530 = -37196874.102378
  nChanged 3
		SP:Iteration 22Q (7119.010000 sec): 3 clusters
  Score: Raw -37200996.837695 + Penalty 4120.634530 = -37196876.203164
  nChanged 2
		SP:Iteration 23Q (7119.610000 sec): 3 clusters
  Score: Raw -37200998.973406 + Penalty 4120.634530 = -37196878.338875
  nChanged 2
		SP:Iteration 24Q (7120.200000 sec): 3 clusters
  Score: Raw -37201001.812163 + Penalty 4120.634530 = -37196881.177633
  nChanged 0
		SP:Iteration 25F (7121.050000 sec): 3 clusters
  Score: Raw -37201001.812163 + Penalty 4120.634530 = -37196881.177633
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7121.220000 sec): 2 clusters
  Score: Raw -490286.211704 + Penalty 1358.321350 = -488927.890355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7121.230000 sec): 3 clusters
  Score: Raw -488141.484451 + Penalty 2716.642699 = -485424.841752
  nChanged 1687
		SP:Iteration 1F (7121.240000 sec): 3 clusters
  Score: Raw -489014.725696 + Penalty 2716.642699 = -486298.082997
  nChanged 283
		SP:Iteration 2F (7121.250000 sec): 3 clusters
  Score: Raw -489183.936579 + Penalty 2716.642699 = -486467.293880
  nChanged 221
		SP:Iteration 3F (7121.260000 sec): 3 clusters
  Score: Raw -489304.624290 + Penalty 2716.642699 = -486587.981591
  nChanged 187
		SP:Iteration 4Q (7121.270000 sec): 3 clusters
  Score: Raw -489398.853226 + Penalty 2716.642699 = -486682.210527
  nChanged 156
		SP:Iteration 5Q (7121.280000 sec): 3 clusters
  Score: Raw -489479.268668 + Penalty 2716.642699 = -486762.625969
  nChanged 132
		SP:Iteration 6Q (7121.290000 sec): 3 clusters
  Score: Raw -489541.135116 + Penalty 2716.642699 = -486824.492417
  nChanged 117
		SP:Iteration 7Q (7121.310000 sec): 3 clusters
  Score: Raw -489608.066710 + Penalty 2716.642699 = -486891.424011
  nChanged 130
		SP:Iteration 8Q (7121.310000 sec): 3 clusters
  Score: Raw -489697.932760 + Penalty 2716.642699 = -486981.290061
  nChanged 129
		SP:Iteration 9Q (7121.320000 sec): 3 clusters
  Score: Raw -489782.194490 + Penalty 2716.642699 = -487065.551791
  nChanged 122
		SP:Iteration 10Q (7121.330000 sec): 3 clusters
  Score: Raw -489867.422182 + Penalty 2716.642699 = -487150.779483
  nChanged 126
		SP:Iteration 11Q (7121.340000 sec): 3 clusters
  Score: Raw -489961.713512 + Penalty 2716.642699 = -487245.070813
  nChanged 117
		SP:Iteration 12Q (7121.350000 sec): 3 clusters
  Score: Raw -490066.753812 + Penalty 2716.642699 = -487350.111113
  nChanged 112
		SP:Iteration 13Q (7121.360000 sec): 3 clusters
  Score: Raw -490163.188890 + Penalty 2716.642699 = -487446.546191
  nChanged 84
		SP:Iteration 14Q (7121.370000 sec): 3 clusters
  Score: Raw -490236.901885 + Penalty 2716.642699 = -487520.259186
  nChanged 69
		SP:Iteration 15Q (7121.380000 sec): 3 clusters
  Score: Raw -490297.738056 + Penalty 2716.642699 = -487581.095357
  nChanged 50
		SP:Iteration 16Q (7121.390000 sec): 3 clusters
  Score: Raw -490337.752385 + Penalty 2716.642699 = -487621.109686
  nChanged 25
		SP:Iteration 17Q (7121.400000 sec): 3 clusters
  Score: Raw -490357.603536 + Penalty 2716.642699 = -487640.960837
  nChanged 21
		SP:Iteration 18Q (7121.410000 sec): 3 clusters
  Score: Raw -490370.309531 + Penalty 2716.642699 = -487653.666832
  nChanged 18
		SP:Iteration 19Q (7121.420000 sec): 3 clusters
  Score: Raw -490381.348772 + Penalty 2716.642699 = -487664.706073
  nChanged 9
		SP:Iteration 20F (7121.430000 sec): 3 clusters
  Score: Raw -490387.189449 + Penalty 2716.642699 = -487670.546750
  nChanged 7
		SP:Iteration 21Q (7121.440000 sec): 3 clusters
  Score: Raw -490390.446765 + Penalty 2716.642699 = -487673.804066
  nChanged 5
		SP:Iteration 22Q (7121.450000 sec): 3 clusters
  Score: Raw -490393.510352 + Penalty 2716.642699 = -487676.867653
  nChanged 9
		SP:Iteration 23Q (7121.460000 sec): 3 clusters
  Score: Raw -490398.287150 + Penalty 2716.642699 = -487681.644451
  nChanged 3
		SP:Iteration 24Q (7121.470000 sec): 3 clusters
  Score: Raw -490400.190730 + Penalty 2716.642699 = -487683.548031
  nChanged 3
		SP:Iteration 25Q (7121.470000 sec): 3 clusters
  Score: Raw -490403.161756 + Penalty 2716.642699 = -487686.519057
  nChanged 4
		SP:Iteration 26Q (7121.480000 sec): 3 clusters
  Score: Raw -490406.680537 + Penalty 2716.642699 = -487690.037838
  nChanged 6
		SP:Iteration 27Q (7121.490000 sec): 3 clusters
  Score: Raw -490410.639255 + Penalty 2716.642699 = -487693.996556
  nChanged 5
		SP:Iteration 28Q (7121.500000 sec): 3 clusters
  Score: Raw -490414.195995 + Penalty 2716.642699 = -487697.553296
  nChanged 7
		SP:Iteration 29Q (7121.510000 sec): 3 clusters
  Score: Raw -490419.774431 + Penalty 2716.642699 = -487703.131732
  nChanged 3
		SP:Iteration 30Q (7121.520000 sec): 3 clusters
  Score: Raw -490423.669855 + Penalty 2716.642699 = -487707.027156
  nChanged 3
		SP:Iteration 31Q (7121.530000 sec): 3 clusters
  Score: Raw -490427.578215 + Penalty 2716.642699 = -487710.935516
  nChanged 1
		SP:Iteration 32Q (7121.530000 sec): 3 clusters
  Score: Raw -490428.520726 + Penalty 2716.642699 = -487711.878027
  nChanged 1
		SP:Iteration 33Q (7121.540000 sec): 3 clusters
  Score: Raw -490429.370251 + Penalty 2716.642699 = -487712.727552
  nChanged 1
		SP:Iteration 34Q (7121.550000 sec): 3 clusters
  Score: Raw -490429.816651 + Penalty 2716.642699 = -487713.173952
  nChanged 0
		SP:Iteration 35F (7121.560000 sec): 3 clusters
  Score: Raw -490429.816651 + Penalty 2716.642699 = -487713.173952
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (24095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7121.640000 sec): 2 clusters
  Score: Raw -2836975.602387 + Penalty 1639.585940 = -2835336.016447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7121.700000 sec): 3 clusters
  Score: Raw -2822310.783953 + Penalty 3279.171879 = -2819031.612074
  nChanged 10949
		SP:Iteration 1F (7121.770000 sec): 3 clusters
  Score: Raw -2828287.947588 + Penalty 3279.171879 = -2825008.775709
  nChanged 974
		SP:Iteration 2Q (7121.830000 sec): 3 clusters
  Score: Raw -2828558.051002 + Penalty 3279.171879 = -2825278.879122
  nChanged 871
		SP:Iteration 3Q (7121.900000 sec): 3 clusters
  Score: Raw -2828774.788786 + Penalty 3279.171879 = -2825495.616906
  nChanged 827
		SP:Iteration 4Q (7121.960000 sec): 3 clusters
  Score: Raw -2828986.544444 + Penalty 3279.171879 = -2825707.372564
  nChanged 801
		SP:Iteration 5Q (7122.030000 sec): 3 clusters
  Score: Raw -2829228.346652 + Penalty 3279.171879 = -2825949.174773
  nChanged 878
		SP:Iteration 6Q (7122.090000 sec): 3 clusters
  Score: Raw -2829534.901363 + Penalty 3279.171879 = -2826255.729483
  nChanged 1057
		SP:Iteration 7Q (7122.160000 sec): 3 clusters
  Score: Raw -2829979.573427 + Penalty 3279.171879 = -2826700.401548
  nChanged 1248
		SP:Iteration 8F (7122.220000 sec): 3 clusters
  Score: Raw -2830626.927966 + Penalty 3279.171879 = -2827347.756086
  nChanged 1502
		SP:Iteration 9F (7122.290000 sec): 3 clusters
  Score: Raw -2831548.414886 + Penalty 3279.171879 = -2828269.243007
  nChanged 1566
		SP:Iteration 10F (7122.350000 sec): 3 clusters
  Score: Raw -2832623.670920 + Penalty 3279.171879 = -2829344.499040
  nChanged 1493
		SP:Iteration 11F (7122.410000 sec): 3 clusters
  Score: Raw -2833707.167502 + Penalty 3279.171879 = -2830427.995623
  nChanged 1276
		SP:Iteration 12F (7122.480000 sec): 3 clusters
  Score: Raw -2834644.481664 + Penalty 3279.171879 = -2831365.309785
  nChanged 996
		SP:Iteration 13Q (7122.540000 sec): 3 clusters
  Score: Raw -2835357.819834 + Penalty 3279.171879 = -2832078.647955
  nChanged 780
		SP:Iteration 14Q (7122.610000 sec): 3 clusters
  Score: Raw -2835906.134133 + Penalty 3279.171879 = -2832626.962254
  nChanged 580
		SP:Iteration 15Q (7122.670000 sec): 3 clusters
  Score: Raw -2836300.285922 + Penalty 3279.171879 = -2833021.114043
  nChanged 372
		SP:Iteration 16Q (7122.730000 sec): 3 clusters
  Score: Raw -2836543.223439 + Penalty 3279.171879 = -2833264.051560
  nChanged 250
		SP:Iteration 17Q (7122.790000 sec): 3 clusters
  Score: Raw -2836722.110106 + Penalty 3279.171879 = -2833442.938226
  nChanged 193
		SP:Iteration 18Q (7122.850000 sec): 3 clusters
  Score: Raw -2836875.664290 + Penalty 3279.171879 = -2833596.492411
  nChanged 133
		SP:Iteration 19Q (7122.900000 sec): 3 clusters
  Score: Raw -2837004.351629 + Penalty 3279.171879 = -2833725.179749
  nChanged 90
		SP:Iteration 20F (7122.960000 sec): 3 clusters
  Score: Raw -2837122.582172 + Penalty 3279.171879 = -2833843.410292
  nChanged 62
		SP:Iteration 21Q (7123.010000 sec): 3 clusters
  Score: Raw -2837209.036258 + Penalty 3279.171879 = -2833929.864379
  nChanged 62
		SP:Iteration 22Q (7123.060000 sec): 3 clusters
  Score: Raw -2837256.708206 + Penalty 3279.171879 = -2833977.536326
  nChanged 38
		SP:Iteration 23Q (7123.110000 sec): 3 clusters
  Score: Raw -2837280.274755 + Penalty 3279.171879 = -2834001.102875
  nChanged 19
		SP:Iteration 24Q (7123.150000 sec): 3 clusters
  Score: Raw -2837290.333282 + Penalty 3279.171879 = -2834011.161402
  nChanged 13
		SP:Iteration 25Q (7123.200000 sec): 3 clusters
  Score: Raw -2837296.448711 + Penalty 3279.171879 = -2834017.276832
  nChanged 9
		SP:Iteration 26Q (7123.240000 sec): 3 clusters
  Score: Raw -2837302.135528 + Penalty 3279.171879 = -2834022.963649
  nChanged 9
		SP:Iteration 27Q (7123.290000 sec): 3 clusters
  Score: Raw -2837307.618894 + Penalty 3279.171879 = -2834028.447015
  nChanged 6
		SP:Iteration 28Q (7123.330000 sec): 3 clusters
  Score: Raw -2837310.659139 + Penalty 3279.171879 = -2834031.487260
  nChanged 3
		SP:Iteration 29Q (7123.380000 sec): 3 clusters
  Score: Raw -2837313.722304 + Penalty 3279.171879 = -2834034.550425
  nChanged 5
		SP:Iteration 30Q (7123.430000 sec): 3 clusters
  Score: Raw -2837316.348482 + Penalty 3279.171879 = -2834037.176603
  nChanged 2
		SP:Iteration 31Q (7123.470000 sec): 3 clusters
  Score: Raw -2837316.716764 + Penalty 3279.171879 = -2834037.544884
  nChanged 1
		SP:Iteration 32Q (7123.510000 sec): 3 clusters
  Score: Raw -2837317.921542 + Penalty 3279.171879 = -2834038.749662
  nChanged 0
		SP:Iteration 33F (7123.580000 sec): 3 clusters
  Score: Raw -2837317.921542 + Penalty 3279.171879 = -2834038.749662
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7123.610000 sec): 2 clusters
  Score: Raw -784974.229690 + Penalty 1433.531512 = -783540.698178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7123.630000 sec): 3 clusters
  Score: Raw -781322.283639 + Penalty 2867.063024 = -778455.220615
  nChanged 2823
		SP:Iteration 1F (7123.650000 sec): 3 clusters
  Score: Raw -782972.788469 + Penalty 2867.063024 = -780105.725445
  nChanged 550
		SP:Iteration 2F (7123.670000 sec): 3 clusters
  Score: Raw -783291.113045 + Penalty 2867.063024 = -780424.050022
  nChanged 404
		SP:Iteration 3F (7123.680000 sec): 3 clusters
  Score: Raw -783515.585479 + Penalty 2867.063024 = -780648.522455
  nChanged 339
		SP:Iteration 4Q (7123.700000 sec): 3 clusters
  Score: Raw -783704.162265 + Penalty 2867.063024 = -780837.099241
  nChanged 301
		SP:Iteration 5Q (7123.720000 sec): 3 clusters
  Score: Raw -783875.875810 + Penalty 2867.063024 = -781008.812786
  nChanged 250
		SP:Iteration 6Q (7123.730000 sec): 3 clusters
  Score: Raw -784000.480434 + Penalty 2867.063024 = -781133.417410
  nChanged 211
		SP:Iteration 7Q (7123.750000 sec): 3 clusters
  Score: Raw -784100.651010 + Penalty 2867.063024 = -781233.587986
  nChanged 180
		SP:Iteration 8Q (7123.770000 sec): 3 clusters
  Score: Raw -784185.482215 + Penalty 2867.063024 = -781318.419191
  nChanged 175
		SP:Iteration 9Q (7123.790000 sec): 3 clusters
  Score: Raw -784267.916862 + Penalty 2867.063024 = -781400.853838
  nChanged 149
		SP:Iteration 10Q (7123.800000 sec): 3 clusters
  Score: Raw -784339.237422 + Penalty 2867.063024 = -781472.174398
  nChanged 134
		SP:Iteration 11Q (7123.820000 sec): 3 clusters
  Score: Raw -784397.255779 + Penalty 2867.063024 = -781530.192755
  nChanged 114
		SP:Iteration 12Q (7123.840000 sec): 3 clusters
  Score: Raw -784447.917619 + Penalty 2867.063024 = -781580.854596
  nChanged 87
		SP:Iteration 13Q (7123.850000 sec): 3 clusters
  Score: Raw -784484.452756 + Penalty 2867.063024 = -781617.389732
  nChanged 89
		SP:Iteration 14Q (7123.870000 sec): 3 clusters
  Score: Raw -784524.838454 + Penalty 2867.063024 = -781657.775430
  nChanged 87
		SP:Iteration 15Q (7123.890000 sec): 3 clusters
  Score: Raw -784569.063977 + Penalty 2867.063024 = -781702.000954
  nChanged 90
		SP:Iteration 16Q (7123.910000 sec): 3 clusters
  Score: Raw -784617.797849 + Penalty 2867.063024 = -781750.734826
  nChanged 92
		SP:Iteration 17Q (7123.920000 sec): 3 clusters
  Score: Raw -784667.807160 + Penalty 2867.063024 = -781800.744136
  nChanged 75
		SP:Iteration 18Q (7123.940000 sec): 3 clusters
  Score: Raw -784704.101267 + Penalty 2867.063024 = -781837.038243
  nChanged 83
		SP:Iteration 19Q (7123.950000 sec): 3 clusters
  Score: Raw -784759.420422 + Penalty 2867.063024 = -781892.357398
  nChanged 76
		SP:Iteration 20F (7123.970000 sec): 3 clusters
  Score: Raw -784813.679682 + Penalty 2867.063024 = -781946.616658
  nChanged 65
		SP:Iteration 21Q (7123.990000 sec): 3 clusters
  Score: Raw -784868.726058 + Penalty 2867.063024 = -782001.663034
  nChanged 83
		SP:Iteration 22Q (7124.000000 sec): 3 clusters
  Score: Raw -784923.579437 + Penalty 2867.063024 = -782056.516413
  nChanged 68
		SP:Iteration 23Q (7124.020000 sec): 3 clusters
  Score: Raw -784969.655585 + Penalty 2867.063024 = -782102.592561
  nChanged 62
		SP:Iteration 24Q (7124.030000 sec): 3 clusters
  Score: Raw -785009.930480 + Penalty 2867.063024 = -782142.867456
  nChanged 45
		SP:Iteration 25Q (7124.050000 sec): 3 clusters
  Score: Raw -785036.973336 + Penalty 2867.063024 = -782169.910312
  nChanged 35
		SP:Iteration 26Q (7124.060000 sec): 3 clusters
  Score: Raw -785061.305547 + Penalty 2867.063024 = -782194.242523
  nChanged 46
		SP:Iteration 27Q (7124.080000 sec): 3 clusters
  Score: Raw -785088.185503 + Penalty 2867.063024 = -782221.122479
  nChanged 33
		SP:Iteration 28Q (7124.090000 sec): 3 clusters
  Score: Raw -785108.824212 + Penalty 2867.063024 = -782241.761188
  nChanged 29
		SP:Iteration 29Q (7124.110000 sec): 3 clusters
  Score: Raw -785125.585090 + Penalty 2867.063024 = -782258.522066
  nChanged 25
		SP:Iteration 30Q (7124.120000 sec): 3 clusters
  Score: Raw -785137.384213 + Penalty 2867.063024 = -782270.321189
  nChanged 26
		SP:Iteration 31Q (7124.140000 sec): 3 clusters
  Score: Raw -785155.943707 + Penalty 2867.063024 = -782288.880684
  nChanged 22
		SP:Iteration 32Q (7124.150000 sec): 3 clusters
  Score: Raw -785166.581471 + Penalty 2867.063024 = -782299.518447
  nChanged 20
		SP:Iteration 33Q (7124.170000 sec): 3 clusters
  Score: Raw -785175.819397 + Penalty 2867.063024 = -782308.756374
  nChanged 12
		SP:Iteration 34Q (7124.180000 sec): 3 clusters
  Score: Raw -785181.202179 + Penalty 2867.063024 = -782314.139155
  nChanged 8
		SP:Iteration 35Q (7124.190000 sec): 3 clusters
  Score: Raw -785185.053566 + Penalty 2867.063024 = -782317.990542
  nChanged 8
		SP:Iteration 36Q (7124.210000 sec): 3 clusters
  Score: Raw -785188.309977 + Penalty 2867.063024 = -782321.246953
  nChanged 6
		SP:Iteration 37Q (7124.220000 sec): 3 clusters
  Score: Raw -785190.259395 + Penalty 2867.063024 = -782323.196372
  nChanged 4
		SP:Iteration 38Q (7124.230000 sec): 3 clusters
  Score: Raw -785191.714596 + Penalty 2867.063024 = -782324.651572
  nChanged 1
		SP:Iteration 39Q (7124.250000 sec): 3 clusters
  Score: Raw -785192.272886 + Penalty 2867.063024 = -782325.209862
  nChanged 0
		SP:Iteration 40F (7124.270000 sec): 3 clusters
  Score: Raw -785192.272886 + Penalty 2867.063024 = -782325.209862
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7124.280000 sec): 2 clusters
  Score: Raw -391248.336060 + Penalty 1324.778987 = -389923.557073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7124.290000 sec): 3 clusters
  Score: Raw -389573.934089 + Penalty 2649.557975 = -386924.376115
  nChanged 1352
		SP:Iteration 1F (7124.300000 sec): 3 clusters
  Score: Raw -390330.605303 + Penalty 2649.557975 = -387681.047329
  nChanged 250
		SP:Iteration 2F (7124.310000 sec): 3 clusters
  Score: Raw -390484.134416 + Penalty 2649.557975 = -387834.576441
  nChanged 182
		SP:Iteration 3F (7124.320000 sec): 3 clusters
  Score: Raw -390602.527958 + Penalty 2649.557975 = -387952.969983
  nChanged 142
		SP:Iteration 4Q (7124.330000 sec): 3 clusters
  Score: Raw -390671.130815 + Penalty 2649.557975 = -388021.572840
  nChanged 94
		SP:Iteration 5Q (7124.330000 sec): 3 clusters
  Score: Raw -390714.921400 + Penalty 2649.557975 = -388065.363426
  nChanged 76
		SP:Iteration 6Q (7124.350000 sec): 3 clusters
  Score: Raw -390751.409737 + Penalty 2649.557975 = -388101.851762
  nChanged 71
		SP:Iteration 7Q (7124.350000 sec): 3 clusters
  Score: Raw -390789.221602 + Penalty 2649.557975 = -388139.663628
  nChanged 76
		SP:Iteration 8Q (7124.360000 sec): 3 clusters
  Score: Raw -390825.218033 + Penalty 2649.557975 = -388175.660058
  nChanged 61
		SP:Iteration 9Q (7124.370000 sec): 3 clusters
  Score: Raw -390850.753148 + Penalty 2649.557975 = -388201.195174
  nChanged 65
		SP:Iteration 10Q (7124.380000 sec): 3 clusters
  Score: Raw -390875.385323 + Penalty 2649.557975 = -388225.827349
  nChanged 62
		SP:Iteration 11Q (7124.390000 sec): 3 clusters
  Score: Raw -390898.920652 + Penalty 2649.557975 = -388249.362677
  nChanged 58
		SP:Iteration 12Q (7124.400000 sec): 3 clusters
  Score: Raw -390919.217801 + Penalty 2649.557975 = -388269.659826
  nChanged 49
		SP:Iteration 13Q (7124.410000 sec): 3 clusters
  Score: Raw -390934.511483 + Penalty 2649.557975 = -388284.953508
  nChanged 42
		SP:Iteration 14Q (7124.410000 sec): 3 clusters
  Score: Raw -390950.830849 + Penalty 2649.557975 = -388301.272874
  nChanged 47
		SP:Iteration 15Q (7124.420000 sec): 3 clusters
  Score: Raw -390972.235373 + Penalty 2649.557975 = -388322.677399
  nChanged 58
		SP:Iteration 16Q (7124.430000 sec): 3 clusters
  Score: Raw -391005.067513 + Penalty 2649.557975 = -388355.509538
  nChanged 57
		SP:Iteration 17Q (7124.440000 sec): 3 clusters
  Score: Raw -391030.614224 + Penalty 2649.557975 = -388381.056249
  nChanged 59
		SP:Iteration 18Q (7124.450000 sec): 3 clusters
  Score: Raw -391059.868355 + Penalty 2649.557975 = -388410.310380
  nChanged 63
		SP:Iteration 19Q (7124.460000 sec): 3 clusters
  Score: Raw -391091.126992 + Penalty 2649.557975 = -388441.569018
  nChanged 59
		SP:Iteration 20F (7124.470000 sec): 3 clusters
  Score: Raw -391122.193152 + Penalty 2649.557975 = -388472.635177
  nChanged 67
		SP:Iteration 21Q (7124.470000 sec): 3 clusters
  Score: Raw -391162.139395 + Penalty 2649.557975 = -388512.581420
  nChanged 67
		SP:Iteration 22Q (7124.480000 sec): 3 clusters
  Score: Raw -391210.253921 + Penalty 2649.557975 = -388560.695946
  nChanged 77
		SP:Iteration 23Q (7124.490000 sec): 3 clusters
  Score: Raw -391257.124155 + Penalty 2649.557975 = -388607.566181
  nChanged 68
		SP:Iteration 24Q (7124.500000 sec): 3 clusters
  Score: Raw -391315.057416 + Penalty 2649.557975 = -388665.499441
  nChanged 83
		SP:Iteration 25Q (7124.510000 sec): 3 clusters
  Score: Raw -391382.539882 + Penalty 2649.557975 = -388732.981908
  nChanged 86
		SP:Iteration 26Q (7124.520000 sec): 3 clusters
  Score: Raw -391441.465283 + Penalty 2649.557975 = -388791.907308
  nChanged 70
		SP:Iteration 27Q (7124.530000 sec): 3 clusters
  Score: Raw -391491.427122 + Penalty 2649.557975 = -388841.869147
  nChanged 66
		SP:Iteration 28Q (7124.530000 sec): 3 clusters
  Score: Raw -391534.520910 + Penalty 2649.557975 = -388884.962935
  nChanged 56
		SP:Iteration 29Q (7124.540000 sec): 3 clusters
  Score: Raw -391579.783244 + Penalty 2649.557975 = -388930.225269
  nChanged 56
		SP:Iteration 30Q (7124.550000 sec): 3 clusters
  Score: Raw -391622.603185 + Penalty 2649.557975 = -388973.045211
  nChanged 54
		SP:Iteration 31Q (7124.560000 sec): 3 clusters
  Score: Raw -391658.604002 + Penalty 2649.557975 = -389009.046027
  nChanged 35
		SP:Iteration 32Q (7124.570000 sec): 3 clusters
  Score: Raw -391679.170991 + Penalty 2649.557975 = -389029.613016
  nChanged 30
		SP:Iteration 33Q (7124.570000 sec): 3 clusters
  Score: Raw -391701.151797 + Penalty 2649.557975 = -389051.593822
  nChanged 31
		SP:Iteration 34Q (7124.580000 sec): 3 clusters
  Score: Raw -391719.006992 + Penalty 2649.557975 = -389069.449017
  nChanged 20
		SP:Iteration 35Q (7124.590000 sec): 3 clusters
  Score: Raw -391732.029014 + Penalty 2649.557975 = -389082.471039
  nChanged 18
		SP:Iteration 36Q (7124.600000 sec): 3 clusters
  Score: Raw -391743.303128 + Penalty 2649.557975 = -389093.745154
  nChanged 16
		SP:Iteration 37Q (7124.610000 sec): 3 clusters
  Score: Raw -391750.850101 + Penalty 2649.557975 = -389101.292127
  nChanged 15
		SP:Iteration 38Q (7124.610000 sec): 3 clusters
  Score: Raw -391754.719545 + Penalty 2649.557975 = -389105.161570
  nChanged 4
		SP:Iteration 39Q (7124.620000 sec): 3 clusters
  Score: Raw -391756.705146 + Penalty 2649.557975 = -389107.147172
  nChanged 6
		SP:Iteration 40F (7124.630000 sec): 3 clusters
  Score: Raw -391759.759494 + Penalty 2649.557975 = -389110.201519
  nChanged 5
		SP:Iteration 41Q (7124.630000 sec): 3 clusters
  Score: Raw -391763.467869 + Penalty 2649.557975 = -389113.909895
  nChanged 8
		SP:Iteration 42Q (7124.640000 sec): 3 clusters
  Score: Raw -391765.976219 + Penalty 2649.557975 = -389116.418245
  nChanged 5
		SP:Iteration 43Q (7124.650000 sec): 3 clusters
  Score: Raw -391768.110881 + Penalty 2649.557975 = -389118.552906
  nChanged 5
		SP:Iteration 44Q (7124.660000 sec): 3 clusters
  Score: Raw -391769.625842 + Penalty 2649.557975 = -389120.067867
  nChanged 4
		SP:Iteration 45Q (7124.670000 sec): 3 clusters
  Score: Raw -391770.327115 + Penalty 2649.557975 = -389120.769140
  nChanged 2
		SP:Iteration 46Q (7124.670000 sec): 3 clusters
  Score: Raw -391771.060729 + Penalty 2649.557975 = -389121.502755
  nChanged 4
		SP:Iteration 47Q (7124.680000 sec): 3 clusters
  Score: Raw -391772.693551 + Penalty 2649.557975 = -389123.135576
  nChanged 1
		SP:Iteration 48Q (7124.690000 sec): 3 clusters
  Score: Raw -391772.986611 + Penalty 2649.557975 = -389123.428636
  nChanged 0
		SP:Iteration 49F (7124.700000 sec): 3 clusters
  Score: Raw -391772.986611 + Penalty 2649.557975 = -389123.428636
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7124.710000 sec): 2 clusters
  Score: Raw -151401.832669 + Penalty 1172.117645 = -150229.715024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7124.710000 sec): 3 clusters
  Score: Raw -150905.414864 + Penalty 2344.235289 = -148561.179575
  nChanged 440
		SP:Iteration 1F (7124.710000 sec): 3 clusters
  Score: Raw -151242.377944 + Penalty 2344.235289 = -148898.142655
  nChanged 99
		SP:Iteration 2F (7124.710000 sec): 3 clusters
  Score: Raw -151351.174666 + Penalty 2344.235289 = -149006.939377
  nChanged 62
		SP:Iteration 3Q (7124.720000 sec): 3 clusters
  Score: Raw -151405.291705 + Penalty 2344.235289 = -149061.056415
  nChanged 30
		SP:Iteration 4Q (7124.720000 sec): 3 clusters
  Score: Raw -151429.703905 + Penalty 2344.235289 = -149085.468616
  nChanged 20
		SP:Iteration 5Q (7124.730000 sec): 3 clusters
  Score: Raw -151446.004116 + Penalty 2344.235289 = -149101.768827
  nChanged 19
		SP:Iteration 6Q (7124.730000 sec): 3 clusters
  Score: Raw -151454.342430 + Penalty 2344.235289 = -149110.107141
  nChanged 13
		SP:Iteration 7Q (7124.730000 sec): 3 clusters
  Score: Raw -151465.712960 + Penalty 2344.235289 = -149121.477670
  nChanged 12
		SP:Iteration 8Q (7124.730000 sec): 3 clusters
  Score: Raw -151473.043209 + Penalty 2344.235289 = -149128.807920
  nChanged 13
		SP:Iteration 9Q (7124.740000 sec): 3 clusters
  Score: Raw -151481.597716 + Penalty 2344.235289 = -149137.362427
  nChanged 12
		SP:Iteration 10Q (7124.740000 sec): 3 clusters
  Score: Raw -151488.900595 + Penalty 2344.235289 = -149144.665305
  nChanged 12
		SP:Iteration 11Q (7124.750000 sec): 3 clusters
  Score: Raw -151497.083475 + Penalty 2344.235289 = -149152.848186
  nChanged 13
		SP:Iteration 12Q (7124.750000 sec): 3 clusters
  Score: Raw -151506.767415 + Penalty 2344.235289 = -149162.532125
  nChanged 13
		SP:Iteration 13Q (7124.750000 sec): 3 clusters
  Score: Raw -151517.323610 + Penalty 2344.235289 = -149173.088320
  nChanged 15
		SP:Iteration 14Q (7124.750000 sec): 3 clusters
  Score: Raw -151530.034242 + Penalty 2344.235289 = -149185.798953
  nChanged 19
		SP:Iteration 15Q (7124.760000 sec): 3 clusters
  Score: Raw -151546.200624 + Penalty 2344.235289 = -149201.965335
  nChanged 14
		SP:Iteration 16Q (7124.760000 sec): 3 clusters
  Score: Raw -151558.655167 + Penalty 2344.235289 = -149214.419878
  nChanged 13
		SP:Iteration 17Q (7124.770000 sec): 3 clusters
  Score: Raw -151571.207813 + Penalty 2344.235289 = -149226.972523
  nChanged 11
		SP:Iteration 18Q (7124.770000 sec): 3 clusters
  Score: Raw -151581.982407 + Penalty 2344.235289 = -149237.747118
  nChanged 15
		SP:Iteration 19Q (7124.770000 sec): 3 clusters
  Score: Raw -151593.582850 + Penalty 2344.235289 = -149249.347561
  nChanged 10
		SP:Iteration 20F (7124.770000 sec): 3 clusters
  Score: Raw -151600.281315 + Penalty 2344.235289 = -149256.046025
  nChanged 4
		SP:Iteration 21Q (7124.780000 sec): 3 clusters
  Score: Raw -151602.628158 + Penalty 2344.235289 = -149258.392869
  nChanged 5
		SP:Iteration 22Q (7124.780000 sec): 3 clusters
  Score: Raw -151607.021698 + Penalty 2344.235289 = -149262.786409
  nChanged 5
		SP:Iteration 23Q (7124.790000 sec): 3 clusters
  Score: Raw -151611.338386 + Penalty 2344.235289 = -149267.103096
  nChanged 6
		SP:Iteration 24Q (7124.790000 sec): 3 clusters
  Score: Raw -151616.579967 + Penalty 2344.235289 = -149272.344677
  nChanged 5
		SP:Iteration 25Q (7124.790000 sec): 3 clusters
  Score: Raw -151620.005990 + Penalty 2344.235289 = -149275.770700
  nChanged 4
		SP:Iteration 26Q (7124.790000 sec): 3 clusters
  Score: Raw -151621.738463 + Penalty 2344.235289 = -149277.503173
  nChanged 1
		SP:Iteration 27Q (7124.800000 sec): 3 clusters
  Score: Raw -151621.882558 + Penalty 2344.235289 = -149277.647269
  nChanged 2
		SP:Iteration 28Q (7124.800000 sec): 3 clusters
  Score: Raw -151622.636610 + Penalty 2344.235289 = -149278.401321
  nChanged 2
		SP:Iteration 29Q (7124.800000 sec): 3 clusters
  Score: Raw -151623.949878 + Penalty 2344.235289 = -149279.714588
  nChanged 1
		SP:Iteration 30Q (7124.810000 sec): 3 clusters
  Score: Raw -151624.293735 + Penalty 2344.235289 = -149280.058445
  nChanged 0
		SP:Iteration 31F (7124.810000 sec): 3 clusters
  Score: Raw -151624.293735 + Penalty 2344.235289 = -149280.058445
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (59062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7124.990000 sec): 2 clusters
  Score: Raw -6947762.540706 + Penalty 1785.280741 = -6945977.259965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7125.150000 sec): 3 clusters
  Score: Raw -6910035.021572 + Penalty 3570.561481 = -6906464.460091
  nChanged 27888
		SP:Iteration 1F (7125.310000 sec): 3 clusters
  Score: Raw -6925790.114473 + Penalty 3570.561481 = -6922219.552992
  nChanged 2029
		SP:Iteration 2Q (7125.470000 sec): 3 clusters
  Score: Raw -6926318.574997 + Penalty 3570.561481 = -6922748.013516
  nChanged 1995
		SP:Iteration 3Q (7125.630000 sec): 3 clusters
  Score: Raw -6926900.446893 + Penalty 3570.561481 = -6923329.885412
  nChanged 2105
		SP:Iteration 4Q (7125.800000 sec): 3 clusters
  Score: Raw -6927557.982458 + Penalty 3570.561481 = -6923987.420977
  nChanged 2194
		SP:Iteration 5Q (7125.960000 sec): 3 clusters
  Score: Raw -6928322.962650 + Penalty 3570.561481 = -6924752.401169
  nChanged 2392
		SP:Iteration 6Q (7126.120000 sec): 3 clusters
  Score: Raw -6929161.315924 + Penalty 3570.561481 = -6925590.754443
  nChanged 2387
		SP:Iteration 7Q (7126.290000 sec): 3 clusters
  Score: Raw -6930075.132758 + Penalty 3570.561481 = -6926504.571277
  nChanged 2537
		SP:Iteration 8Q (7126.450000 sec): 3 clusters
  Score: Raw -6931225.686796 + Penalty 3570.561481 = -6927655.125315
  nChanged 2792
		SP:Iteration 9Q (7126.610000 sec): 3 clusters
  Score: Raw -6932710.447663 + Penalty 3570.561481 = -6929139.886182
  nChanged 3101
		SP:Iteration 10F (7126.770000 sec): 3 clusters
  Score: Raw -6934599.780732 + Penalty 3570.561481 = -6931029.219251
  nChanged 3049
		SP:Iteration 11F (7126.920000 sec): 3 clusters
  Score: Raw -6936589.484865 + Penalty 3570.561481 = -6933018.923384
  nChanged 2965
		SP:Iteration 12F (7127.080000 sec): 3 clusters
  Score: Raw -6938615.387992 + Penalty 3570.561481 = -6935044.826511
  nChanged 2582
		SP:Iteration 13Q (7127.230000 sec): 3 clusters
  Score: Raw -6940315.414042 + Penalty 3570.561481 = -6936744.852561
  nChanged 2090
		SP:Iteration 14Q (7127.380000 sec): 3 clusters
  Score: Raw -6941628.520674 + Penalty 3570.561481 = -6938057.959193
  nChanged 1728
		SP:Iteration 15Q (7127.530000 sec): 3 clusters
  Score: Raw -6942648.606813 + Penalty 3570.561481 = -6939078.045332
  nChanged 1392
		SP:Iteration 16Q (7127.670000 sec): 3 clusters
  Score: Raw -6943470.803772 + Penalty 3570.561481 = -6939900.242291
  nChanged 1182
		SP:Iteration 17Q (7127.810000 sec): 3 clusters
  Score: Raw -6944189.382498 + Penalty 3570.561481 = -6940618.821017
  nChanged 1071
		SP:Iteration 18Q (7127.950000 sec): 3 clusters
  Score: Raw -6944825.969673 + Penalty 3570.561481 = -6941255.408192
  nChanged 897
		SP:Iteration 19Q (7128.080000 sec): 3 clusters
  Score: Raw -6945338.582405 + Penalty 3570.561481 = -6941768.020924
  nChanged 833
		SP:Iteration 20F (7128.240000 sec): 3 clusters
  Score: Raw -6945797.248458 + Penalty 3570.561481 = -6942226.686977
  nChanged 687
		SP:Iteration 21Q (7128.360000 sec): 3 clusters
  Score: Raw -6946148.426406 + Penalty 3570.561481 = -6942577.864925
  nChanged 592
		SP:Iteration 22Q (7128.490000 sec): 3 clusters
  Score: Raw -6946408.782697 + Penalty 3570.561481 = -6942838.221216
  nChanged 519
		SP:Iteration 23Q (7128.610000 sec): 3 clusters
  Score: Raw -6946633.351605 + Penalty 3570.561481 = -6943062.790124
  nChanged 483
		SP:Iteration 24Q (7128.740000 sec): 3 clusters
  Score: Raw -6946853.209573 + Penalty 3570.561481 = -6943282.648092
  nChanged 418
		SP:Iteration 25Q (7128.860000 sec): 3 clusters
  Score: Raw -6947035.643270 + Penalty 3570.561481 = -6943465.081789
  nChanged 385
		SP:Iteration 26Q (7128.980000 sec): 3 clusters
  Score: Raw -6947189.997996 + Penalty 3570.561481 = -6943619.436515
  nChanged 342
		SP:Iteration 27Q (7129.100000 sec): 3 clusters
  Score: Raw -6947324.584275 + Penalty 3570.561481 = -6943754.022794
  nChanged 283
		SP:Iteration 28Q (7129.220000 sec): 3 clusters
  Score: Raw -6947432.059897 + Penalty 3570.561481 = -6943861.498416
  nChanged 263
		SP:Iteration 29Q (7129.340000 sec): 3 clusters
  Score: Raw -6947513.543234 + Penalty 3570.561481 = -6943942.981753
  nChanged 211
		SP:Iteration 30Q (7129.460000 sec): 3 clusters
  Score: Raw -6947577.076260 + Penalty 3570.561481 = -6944006.514779
  nChanged 184
		SP:Iteration 31Q (7129.570000 sec): 3 clusters
  Score: Raw -6947631.733383 + Penalty 3570.561481 = -6944061.171902
  nChanged 166
		SP:Iteration 32Q (7129.690000 sec): 3 clusters
  Score: Raw -6947677.639445 + Penalty 3570.561481 = -6944107.077964
  nChanged 150
		SP:Iteration 33Q (7129.810000 sec): 3 clusters
  Score: Raw -6947719.680134 + Penalty 3570.561481 = -6944149.118653
  nChanged 123
		SP:Iteration 34Q (7129.930000 sec): 3 clusters
  Score: Raw -6947751.768979 + Penalty 3570.561481 = -6944181.207498
  nChanged 105
		SP:Iteration 35Q (7130.050000 sec): 3 clusters
  Score: Raw -6947776.855258 + Penalty 3570.561481 = -6944206.293777
  nChanged 114
		SP:Iteration 36Q (7130.170000 sec): 3 clusters
  Score: Raw -6947803.513747 + Penalty 3570.561481 = -6944232.952266
  nChanged 97
		SP:Iteration 37Q (7130.280000 sec): 3 clusters
  Score: Raw -6947829.451219 + Penalty 3570.561481 = -6944258.889738
  nChanged 93
		SP:Iteration 38Q (7130.400000 sec): 3 clusters
  Score: Raw -6947854.366671 + Penalty 3570.561481 = -6944283.805190
  nChanged 87
		SP:Iteration 39Q (7130.520000 sec): 3 clusters
  Score: Raw -6947877.796972 + Penalty 3570.561481 = -6944307.235491
  nChanged 74
		SP:Iteration 40F (7130.670000 sec): 3 clusters
  Score: Raw -6947900.105448 + Penalty 3570.561481 = -6944329.543967
  nChanged 84
		SP:Iteration 41Q (7130.790000 sec): 3 clusters
  Score: Raw -6947924.858662 + Penalty 3570.561481 = -6944354.297181
  nChanged 69
		SP:Iteration 42Q (7130.900000 sec): 3 clusters
  Score: Raw -6947940.702110 + Penalty 3570.561481 = -6944370.140629
  nChanged 59
		SP:Iteration 43Q (7131.020000 sec): 3 clusters
  Score: Raw -6947959.404258 + Penalty 3570.561481 = -6944388.842777
  nChanged 50
		SP:Iteration 44Q (7131.130000 sec): 3 clusters
  Score: Raw -6947972.497684 + Penalty 3570.561481 = -6944401.936203
  nChanged 51
		SP:Iteration 45Q (7131.250000 sec): 3 clusters
  Score: Raw -6947985.604410 + Penalty 3570.561481 = -6944415.042929
  nChanged 56
		SP:Iteration 46Q (7131.360000 sec): 3 clusters
  Score: Raw -6947999.750750 + Penalty 3570.561481 = -6944429.189269
  nChanged 44
		SP:Iteration 47Q (7131.480000 sec): 3 clusters
  Score: Raw -6948008.922454 + Penalty 3570.561481 = -6944438.360973
  nChanged 41
		SP:Iteration 48Q (7131.590000 sec): 3 clusters
  Score: Raw -6948019.062106 + Penalty 3570.561481 = -6944448.500625
  nChanged 35
		SP:Iteration 49Q (7131.700000 sec): 3 clusters
  Score: Raw -6948026.497216 + Penalty 3570.561481 = -6944455.935735
  nChanged 27
		SP:Iteration 50Q (7131.820000 sec): 3 clusters
  Score: Raw -6948034.576962 + Penalty 3570.561481 = -6944464.015481
  nChanged 36
		SP:Iteration 51Q (7131.930000 sec): 3 clusters
  Score: Raw -6948047.619328 + Penalty 3570.561481 = -6944477.057847
  nChanged 44
		SP:Iteration 52Q (7132.040000 sec): 3 clusters
  Score: Raw -6948058.673199 + Penalty 3570.561481 = -6944488.111718
  nChanged 36
		SP:Iteration 53Q (7132.160000 sec): 3 clusters
  Score: Raw -6948065.806149 + Penalty 3570.561481 = -6944495.244668
  nChanged 37
		SP:Iteration 54Q (7132.270000 sec): 3 clusters
  Score: Raw -6948076.340316 + Penalty 3570.561481 = -6944505.778835
  nChanged 43
		SP:Iteration 55Q (7132.380000 sec): 3 clusters
  Score: Raw -6948087.536492 + Penalty 3570.561481 = -6944516.975011
  nChanged 33
		SP:Iteration 56Q (7132.490000 sec): 3 clusters
  Score: Raw -6948096.245696 + Penalty 3570.561481 = -6944525.684215
  nChanged 32
		SP:Iteration 57Q (7132.600000 sec): 3 clusters
  Score: Raw -6948103.412236 + Penalty 3570.561481 = -6944532.850755
  nChanged 30
		SP:Iteration 58Q (7132.710000 sec): 3 clusters
  Score: Raw -6948111.420558 + Penalty 3570.561481 = -6944540.859077
  nChanged 28
		SP:Iteration 59Q (7132.820000 sec): 3 clusters
  Score: Raw -6948118.847413 + Penalty 3570.561481 = -6944548.285932
  nChanged 26
		SP:Iteration 60F (7132.980000 sec): 3 clusters
  Score: Raw -6948124.815869 + Penalty 3570.561481 = -6944554.254388
  nChanged 23
		SP:Iteration 61Q (7133.090000 sec): 3 clusters
  Score: Raw -6948130.916167 + Penalty 3570.561481 = -6944560.354686
  nChanged 24
		SP:Iteration 62Q (7133.210000 sec): 3 clusters
  Score: Raw -6948136.864002 + Penalty 3570.561481 = -6944566.302521
  nChanged 25
		SP:Iteration 63Q (7133.320000 sec): 3 clusters
  Score: Raw -6948144.539761 + Penalty 3570.561481 = -6944573.978280
  nChanged 19
		SP:Iteration 64Q (7133.430000 sec): 3 clusters
  Score: Raw -6948149.919398 + Penalty 3570.561481 = -6944579.357917
  nChanged 15
		SP:Iteration 65Q (7133.540000 sec): 3 clusters
  Score: Raw -6948153.436210 + Penalty 3570.561481 = -6944582.874729
  nChanged 14
		SP:Iteration 66Q (7133.650000 sec): 3 clusters
  Score: Raw -6948157.129967 + Penalty 3570.561481 = -6944586.568486
  nChanged 13
		SP:Iteration 67Q (7133.760000 sec): 3 clusters
  Score: Raw -6948159.771090 + Penalty 3570.561481 = -6944589.209609
  nChanged 7
		SP:Iteration 68Q (7133.870000 sec): 3 clusters
  Score: Raw -6948161.683275 + Penalty 3570.561481 = -6944591.121794
  nChanged 4
		SP:Iteration 69Q (7133.980000 sec): 3 clusters
  Score: Raw -6948162.792754 + Penalty 3570.561481 = -6944592.231273
  nChanged 7
		SP:Iteration 70Q (7134.100000 sec): 3 clusters
  Score: Raw -6948164.205953 + Penalty 3570.561481 = -6944593.644472
  nChanged 2
		SP:Iteration 71Q (7134.200000 sec): 3 clusters
  Score: Raw -6948164.536929 + Penalty 3570.561481 = -6944593.975448
  nChanged 2
		SP:Iteration 72Q (7134.320000 sec): 3 clusters
  Score: Raw -6948164.762849 + Penalty 3570.561481 = -6944594.201368
  nChanged 4
		SP:Iteration 73Q (7134.430000 sec): 3 clusters
  Score: Raw -6948165.544220 + Penalty 3570.561481 = -6944594.982739
  nChanged 4
		SP:Iteration 74Q (7134.540000 sec): 3 clusters
  Score: Raw -6948166.044205 + Penalty 3570.561481 = -6944595.482724
  nChanged 2
		SP:Iteration 75Q (7134.650000 sec): 3 clusters
  Score: Raw -6948166.211257 + Penalty 3570.561481 = -6944595.649776
  nChanged 1
		SP:Iteration 76Q (7134.760000 sec): 3 clusters
  Score: Raw -6948166.307986 + Penalty 3570.561481 = -6944595.746505
  nChanged 1
		SP:Iteration 77Q (7134.870000 sec): 3 clusters
  Score: Raw -6948166.510830 + Penalty 3570.561481 = -6944595.949349
  nChanged 0
		SP:Iteration 78F (7135.030000 sec): 3 clusters
  Score: Raw -6948166.510830 + Penalty 3570.561481 = -6944595.949349
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7135.070000 sec): 2 clusters
  Score: Raw -103549.258265 + Penalty 1114.003930 = -102435.254335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7135.070000 sec): 3 clusters
  Score: Raw -103243.964855 + Penalty 2228.007860 = -101015.956996
  nChanged 285
		SP:Iteration 1F (7135.070000 sec): 3 clusters
  Score: Raw -103489.541972 + Penalty 2228.007860 = -101261.534112
  nChanged 74
		SP:Iteration 2F (7135.080000 sec): 3 clusters
  Score: Raw -103576.295597 + Penalty 2228.007860 = -101348.287738
  nChanged 36
		SP:Iteration 3Q (7135.080000 sec): 3 clusters
  Score: Raw -103618.112670 + Penalty 2228.007860 = -101390.104810
  nChanged 36
		SP:Iteration 4Q (7135.080000 sec): 3 clusters
  Score: Raw -103654.720726 + Penalty 2228.007860 = -101426.712866
  nChanged 14
		SP:Iteration 5Q (7135.080000 sec): 3 clusters
  Score: Raw -103674.796361 + Penalty 2228.007860 = -101446.788501
  nChanged 11
		SP:Iteration 6Q (7135.080000 sec): 3 clusters
  Score: Raw -103686.265628 + Penalty 2228.007860 = -101458.257768
  nChanged 12
		SP:Iteration 7Q (7135.090000 sec): 3 clusters
  Score: Raw -103708.891562 + Penalty 2228.007860 = -101480.883702
  nChanged 9
		SP:Iteration 8Q (7135.090000 sec): 3 clusters
  Score: Raw -103717.315491 + Penalty 2228.007860 = -101489.307631
  nChanged 6
		SP:Iteration 9Q (7135.090000 sec): 3 clusters
  Score: Raw -103724.896608 + Penalty 2228.007860 = -101496.888749
  nChanged 6
		SP:Iteration 10Q (7135.100000 sec): 3 clusters
  Score: Raw -103732.204237 + Penalty 2228.007860 = -101504.196378
  nChanged 8
		SP:Iteration 11Q (7135.100000 sec): 3 clusters
  Score: Raw -103736.293823 + Penalty 2228.007860 = -101508.285964
  nChanged 3
		SP:Iteration 12Q (7135.100000 sec): 3 clusters
  Score: Raw -103740.619964 + Penalty 2228.007860 = -101512.612104
  nChanged 3
		SP:Iteration 13Q (7135.100000 sec): 3 clusters
  Score: Raw -103743.436099 + Penalty 2228.007860 = -101515.428239
  nChanged 1
		SP:Iteration 14Q (7135.100000 sec): 3 clusters
  Score: Raw -103745.024607 + Penalty 2228.007860 = -101517.016748
  nChanged 1
		SP:Iteration 15Q (7135.100000 sec): 3 clusters
  Score: Raw -103745.820556 + Penalty 2228.007860 = -101517.812697
  nChanged 0
		SP:Iteration 16F (7135.110000 sec): 3 clusters
  Score: Raw -103745.820556 + Penalty 2228.007860 = -101517.812697
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (9229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7135.140000 sec): 2 clusters
  Score: Raw -1026997.464815 + Penalty 1483.642222 = -1025513.822593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7135.160000 sec): 3 clusters
  Score: Raw -1021851.218946 + Penalty 2967.284443 = -1018883.934503
  nChanged 3981
		SP:Iteration 1F (7135.190000 sec): 3 clusters
  Score: Raw -1024171.533966 + Penalty 2967.284443 = -1021204.249522
  nChanged 742
		SP:Iteration 2F (7135.210000 sec): 3 clusters
  Score: Raw -1024621.023020 + Penalty 2967.284443 = -1021653.738577
  nChanged 627
		SP:Iteration 3F (7135.240000 sec): 3 clusters
  Score: Raw -1025011.950670 + Penalty 2967.284443 = -1022044.666226
  nChanged 571
		SP:Iteration 4F (7135.260000 sec): 3 clusters
  Score: Raw -1025362.442648 + Penalty 2967.284443 = -1022395.158205
  nChanged 485
		SP:Iteration 5F (7135.280000 sec): 3 clusters
  Score: Raw -1025666.558959 + Penalty 2967.284443 = -1022699.274516
  nChanged 443
		SP:Iteration 6Q (7135.310000 sec): 3 clusters
  Score: Raw -1025938.373442 + Penalty 2967.284443 = -1022971.088999
  nChanged 361
		SP:Iteration 7Q (7135.330000 sec): 3 clusters
  Score: Raw -1026162.085721 + Penalty 2967.284443 = -1023194.801278
  nChanged 314
		SP:Iteration 8Q (7135.350000 sec): 3 clusters
  Score: Raw -1026365.608577 + Penalty 2967.284443 = -1023398.324133
  nChanged 248
		SP:Iteration 9Q (7135.380000 sec): 3 clusters
  Score: Raw -1026547.367543 + Penalty 2967.284443 = -1023580.083100
  nChanged 222
		SP:Iteration 10Q (7135.410000 sec): 3 clusters
  Score: Raw -1026726.277341 + Penalty 2967.284443 = -1023758.992898
  nChanged 178
		SP:Iteration 11Q (7135.430000 sec): 3 clusters
  Score: Raw -1026890.749363 + Penalty 2967.284443 = -1023923.464920
  nChanged 139
		SP:Iteration 12Q (7135.450000 sec): 3 clusters
  Score: Raw -1026999.660874 + Penalty 2967.284443 = -1024032.376431
  nChanged 120
		SP:Iteration 13Q (7135.470000 sec): 3 clusters
  Score: Raw -1027090.358447 + Penalty 2967.284443 = -1024123.074004
  nChanged 102
		SP:Iteration 14Q (7135.490000 sec): 3 clusters
  Score: Raw -1027170.531675 + Penalty 2967.284443 = -1024203.247232
  nChanged 80
		SP:Iteration 15Q (7135.510000 sec): 3 clusters
  Score: Raw -1027230.655888 + Penalty 2967.284443 = -1024263.371444
  nChanged 68
		SP:Iteration 16Q (7135.530000 sec): 3 clusters
  Score: Raw -1027276.244749 + Penalty 2967.284443 = -1024308.960306
  nChanged 53
		SP:Iteration 17Q (7135.550000 sec): 3 clusters
  Score: Raw -1027305.571144 + Penalty 2967.284443 = -1024338.286701
  nChanged 39
		SP:Iteration 18Q (7135.570000 sec): 3 clusters
  Score: Raw -1027326.548999 + Penalty 2967.284443 = -1024359.264556
  nChanged 34
		SP:Iteration 19Q (7135.590000 sec): 3 clusters
  Score: Raw -1027348.151754 + Penalty 2967.284443 = -1024380.867311
  nChanged 29
		SP:Iteration 20F (7135.610000 sec): 3 clusters
  Score: Raw -1027366.388587 + Penalty 2967.284443 = -1024399.104143
  nChanged 22
		SP:Iteration 21Q (7135.630000 sec): 3 clusters
  Score: Raw -1027375.940444 + Penalty 2967.284443 = -1024408.656001
  nChanged 17
		SP:Iteration 22Q (7135.650000 sec): 3 clusters
  Score: Raw -1027382.414755 + Penalty 2967.284443 = -1024415.130312
  nChanged 16
		SP:Iteration 23Q (7135.660000 sec): 3 clusters
  Score: Raw -1027390.072269 + Penalty 2967.284443 = -1024422.787826
  nChanged 16
		SP:Iteration 24Q (7135.680000 sec): 3 clusters
  Score: Raw -1027399.323217 + Penalty 2967.284443 = -1024432.038774
  nChanged 21
		SP:Iteration 25Q (7135.700000 sec): 3 clusters
  Score: Raw -1027409.708559 + Penalty 2967.284443 = -1024442.424116
  nChanged 17
		SP:Iteration 26Q (7135.720000 sec): 3 clusters
  Score: Raw -1027417.889654 + Penalty 2967.284443 = -1024450.605211
  nChanged 18
		SP:Iteration 27Q (7135.740000 sec): 3 clusters
  Score: Raw -1027426.971475 + Penalty 2967.284443 = -1024459.687031
  nChanged 17
		SP:Iteration 28Q (7135.760000 sec): 3 clusters
  Score: Raw -1027435.422443 + Penalty 2967.284443 = -1024468.138000
  nChanged 14
		SP:Iteration 29Q (7135.780000 sec): 3 clusters
  Score: Raw -1027441.514912 + Penalty 2967.284443 = -1024474.230469
  nChanged 11
		SP:Iteration 30Q (7135.800000 sec): 3 clusters
  Score: Raw -1027446.371165 + Penalty 2967.284443 = -1024479.086722
  nChanged 9
		SP:Iteration 31Q (7135.820000 sec): 3 clusters
  Score: Raw -1027451.965243 + Penalty 2967.284443 = -1024484.680800
  nChanged 11
		SP:Iteration 32Q (7135.830000 sec): 3 clusters
  Score: Raw -1027456.137409 + Penalty 2967.284443 = -1024488.852966
  nChanged 10
		SP:Iteration 33Q (7135.850000 sec): 3 clusters
  Score: Raw -1027459.392497 + Penalty 2967.284443 = -1024492.108053
  nChanged 7
		SP:Iteration 34Q (7135.870000 sec): 3 clusters
  Score: Raw -1027461.811175 + Penalty 2967.284443 = -1024494.526732
  nChanged 6
		SP:Iteration 35Q (7135.890000 sec): 3 clusters
  Score: Raw -1027463.270574 + Penalty 2967.284443 = -1024495.986131
  nChanged 5
		SP:Iteration 36Q (7135.910000 sec): 3 clusters
  Score: Raw -1027465.239893 + Penalty 2967.284443 = -1024497.955449
  nChanged 6
		SP:Iteration 37Q (7135.930000 sec): 3 clusters
  Score: Raw -1027467.372329 + Penalty 2967.284443 = -1024500.087886
  nChanged 1
		SP:Iteration 38Q (7135.940000 sec): 3 clusters
  Score: Raw -1027467.537245 + Penalty 2967.284443 = -1024500.252802
  nChanged 1
		SP:Iteration 39Q (7135.960000 sec): 3 clusters
  Score: Raw -1027467.866031 + Penalty 2967.284443 = -1024500.581588
  nChanged 1
		SP:Iteration 40F (7135.990000 sec): 3 clusters
  Score: Raw -1027468.122977 + Penalty 2967.284443 = -1024500.838534
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7136.000000 sec): 2 clusters
  Score: Raw -312084.169112 + Penalty 1296.140941 = -310788.028171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7136.010000 sec): 3 clusters
  Score: Raw -310692.912569 + Penalty 2592.281882 = -308100.630688
  nChanged 1081
		SP:Iteration 1F (7136.020000 sec): 3 clusters
  Score: Raw -311370.410918 + Penalty 2592.281882 = -308778.129036
  nChanged 248
		SP:Iteration 2F (7136.030000 sec): 3 clusters
  Score: Raw -311614.647702 + Penalty 2592.281882 = -309022.365820
  nChanged 184
		SP:Iteration 3F (7136.040000 sec): 3 clusters
  Score: Raw -311851.629335 + Penalty 2592.281882 = -309259.347453
  nChanged 208
		SP:Iteration 4F (7136.040000 sec): 3 clusters
  Score: Raw -312133.740234 + Penalty 2592.281882 = -309541.458352
  nChanged 192
		SP:Iteration 5F (7136.050000 sec): 3 clusters
  Score: Raw -312378.369763 + Penalty 2592.281882 = -309786.087882
  nChanged 174
		SP:Iteration 6F (7136.060000 sec): 3 clusters
  Score: Raw -312565.951974 + Penalty 2592.281882 = -309973.670092
  nChanged 144
		SP:Iteration 7Q (7136.060000 sec): 3 clusters
  Score: Raw -312698.373337 + Penalty 2592.281882 = -310106.091456
  nChanged 98
		SP:Iteration 8Q (7136.070000 sec): 3 clusters
  Score: Raw -312786.314764 + Penalty 2592.281882 = -310194.032882
  nChanged 83
		SP:Iteration 9Q (7136.080000 sec): 3 clusters
  Score: Raw -312835.469048 + Penalty 2592.281882 = -310243.187167
  nChanged 59
		SP:Iteration 10Q (7136.080000 sec): 3 clusters
  Score: Raw -312865.568887 + Penalty 2592.281882 = -310273.287005
  nChanged 45
		SP:Iteration 11Q (7136.090000 sec): 3 clusters
  Score: Raw -312883.437032 + Penalty 2592.281882 = -310291.155150
  nChanged 25
		SP:Iteration 12Q (7136.100000 sec): 3 clusters
  Score: Raw -312891.851330 + Penalty 2592.281882 = -310299.569448
  nChanged 14
		SP:Iteration 13Q (7136.100000 sec): 3 clusters
  Score: Raw -312895.335174 + Penalty 2592.281882 = -310303.053293
  nChanged 8
		SP:Iteration 14Q (7136.110000 sec): 3 clusters
  Score: Raw -312897.031899 + Penalty 2592.281882 = -310304.750017
  nChanged 7
		SP:Iteration 15Q (7136.120000 sec): 3 clusters
  Score: Raw -312898.749112 + Penalty 2592.281882 = -310306.467230
  nChanged 3
		SP:Iteration 16Q (7136.120000 sec): 3 clusters
  Score: Raw -312899.343332 + Penalty 2592.281882 = -310307.061450
  nChanged 3
		SP:Iteration 17Q (7136.130000 sec): 3 clusters
  Score: Raw -312900.498250 + Penalty 2592.281882 = -310308.216369
  nChanged 4
		SP:Iteration 18Q (7136.140000 sec): 3 clusters
  Score: Raw -312901.653986 + Penalty 2592.281882 = -310309.372104
  nChanged 3
		SP:Iteration 19Q (7136.140000 sec): 3 clusters
  Score: Raw -312902.404766 + Penalty 2592.281882 = -310310.122884
  nChanged 3
		SP:Iteration 20F (7136.150000 sec): 3 clusters
  Score: Raw -312903.201672 + Penalty 2592.281882 = -310310.919790
  nChanged 3
		SP:Iteration 21Q (7136.160000 sec): 3 clusters
  Score: Raw -312904.096527 + Penalty 2592.281882 = -310311.814646
  nChanged 3
		SP:Iteration 22Q (7136.160000 sec): 3 clusters
  Score: Raw -312904.730116 + Penalty 2592.281882 = -310312.448234
  nChanged 0
		SP:Iteration 23F (7136.170000 sec): 3 clusters
  Score: Raw -312904.730116 + Penalty 2592.281882 = -310312.448234
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7136.180000 sec): 2 clusters
  Score: Raw -370195.771153 + Penalty 1311.013632 = -368884.757521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7136.190000 sec): 3 clusters
  Score: Raw -368662.121074 + Penalty 2622.027264 = -366040.093810
  nChanged 1154
		SP:Iteration 1F (7136.200000 sec): 3 clusters
  Score: Raw -369285.674860 + Penalty 2622.027264 = -366663.647596
  nChanged 238
		SP:Iteration 2F (7136.210000 sec): 3 clusters
  Score: Raw -369431.972586 + Penalty 2622.027264 = -366809.945322
  nChanged 184
		SP:Iteration 3F (7136.220000 sec): 3 clusters
  Score: Raw -369537.949672 + Penalty 2622.027264 = -366915.922408
  nChanged 132
		SP:Iteration 4Q (7136.220000 sec): 3 clusters
  Score: Raw -369615.387399 + Penalty 2622.027264 = -366993.360136
  nChanged 108
		SP:Iteration 5Q (7136.230000 sec): 3 clusters
  Score: Raw -369672.433154 + Penalty 2622.027264 = -367050.405891
  nChanged 98
		SP:Iteration 6Q (7136.240000 sec): 3 clusters
  Score: Raw -369728.910127 + Penalty 2622.027264 = -367106.882864
  nChanged 87
		SP:Iteration 7Q (7136.250000 sec): 3 clusters
  Score: Raw -369785.198007 + Penalty 2622.027264 = -367163.170744
  nChanged 87
		SP:Iteration 8Q (7136.260000 sec): 3 clusters
  Score: Raw -369841.540195 + Penalty 2622.027264 = -367219.512932
  nChanged 91
		SP:Iteration 9Q (7136.260000 sec): 3 clusters
  Score: Raw -369903.934019 + Penalty 2622.027264 = -367281.906756
  nChanged 89
		SP:Iteration 10Q (7136.270000 sec): 3 clusters
  Score: Raw -369953.819336 + Penalty 2622.027264 = -367331.792072
  nChanged 80
		SP:Iteration 11Q (7136.280000 sec): 3 clusters
  Score: Raw -370005.415162 + Penalty 2622.027264 = -367383.387899
  nChanged 78
		SP:Iteration 12Q (7136.290000 sec): 3 clusters
  Score: Raw -370057.631947 + Penalty 2622.027264 = -367435.604683
  nChanged 78
		SP:Iteration 13Q (7136.300000 sec): 3 clusters
  Score: Raw -370106.088031 + Penalty 2622.027264 = -367484.060768
  nChanged 88
		SP:Iteration 14Q (7136.300000 sec): 3 clusters
  Score: Raw -370160.549631 + Penalty 2622.027264 = -367538.522368
  nChanged 71
		SP:Iteration 15Q (7136.310000 sec): 3 clusters
  Score: Raw -370209.483241 + Penalty 2622.027264 = -367587.455978
  nChanged 74
		SP:Iteration 16Q (7136.320000 sec): 3 clusters
  Score: Raw -370263.071972 + Penalty 2622.027264 = -367641.044709
  nChanged 67
		SP:Iteration 17Q (7136.320000 sec): 3 clusters
  Score: Raw -370305.007359 + Penalty 2622.027264 = -367682.980095
  nChanged 54
		SP:Iteration 18Q (7136.330000 sec): 3 clusters
  Score: Raw -370339.895649 + Penalty 2622.027264 = -367717.868386
  nChanged 59
		SP:Iteration 19Q (7136.340000 sec): 3 clusters
  Score: Raw -370381.728710 + Penalty 2622.027264 = -367759.701446
  nChanged 56
		SP:Iteration 20F (7136.350000 sec): 3 clusters
  Score: Raw -370422.787698 + Penalty 2622.027264 = -367800.760434
  nChanged 53
		SP:Iteration 21Q (7136.360000 sec): 3 clusters
  Score: Raw -370452.952666 + Penalty 2622.027264 = -367830.925403
  nChanged 34
		SP:Iteration 22Q (7136.360000 sec): 3 clusters
  Score: Raw -370478.252001 + Penalty 2622.027264 = -367856.224737
  nChanged 43
		SP:Iteration 23Q (7136.370000 sec): 3 clusters
  Score: Raw -370505.895048 + Penalty 2622.027264 = -367883.867784
  nChanged 40
		SP:Iteration 24Q (7136.380000 sec): 3 clusters
  Score: Raw -370536.214461 + Penalty 2622.027264 = -367914.187197
  nChanged 45
		SP:Iteration 25Q (7136.390000 sec): 3 clusters
  Score: Raw -370575.213090 + Penalty 2622.027264 = -367953.185827
  nChanged 38
		SP:Iteration 26Q (7136.400000 sec): 3 clusters
  Score: Raw -370598.983978 + Penalty 2622.027264 = -367976.956714
  nChanged 29
		SP:Iteration 27Q (7136.400000 sec): 3 clusters
  Score: Raw -370617.471275 + Penalty 2622.027264 = -367995.444011
  nChanged 26
		SP:Iteration 28Q (7136.410000 sec): 3 clusters
  Score: Raw -370634.843720 + Penalty 2622.027264 = -368012.816456
  nChanged 26
		SP:Iteration 29Q (7136.420000 sec): 3 clusters
  Score: Raw -370652.140975 + Penalty 2622.027264 = -368030.113712
  nChanged 24
		SP:Iteration 30Q (7136.420000 sec): 3 clusters
  Score: Raw -370666.862185 + Penalty 2622.027264 = -368044.834922
  nChanged 25
		SP:Iteration 31Q (7136.430000 sec): 3 clusters
  Score: Raw -370678.656183 + Penalty 2622.027264 = -368056.628920
  nChanged 12
		SP:Iteration 32Q (7136.440000 sec): 3 clusters
  Score: Raw -370683.100417 + Penalty 2622.027264 = -368061.073154
  nChanged 8
		SP:Iteration 33Q (7136.440000 sec): 3 clusters
  Score: Raw -370687.581436 + Penalty 2622.027264 = -368065.554172
  nChanged 11
		SP:Iteration 34Q (7136.450000 sec): 3 clusters
  Score: Raw -370695.207025 + Penalty 2622.027264 = -368073.179761
  nChanged 15
		SP:Iteration 35Q (7136.460000 sec): 3 clusters
  Score: Raw -370702.958213 + Penalty 2622.027264 = -368080.930950
  nChanged 15
		SP:Iteration 36Q (7136.460000 sec): 3 clusters
  Score: Raw -370708.987367 + Penalty 2622.027264 = -368086.960103
  nChanged 6
		SP:Iteration 37Q (7136.470000 sec): 3 clusters
  Score: Raw -370710.967516 + Penalty 2622.027264 = -368088.940253
  nChanged 4
		SP:Iteration 38Q (7136.480000 sec): 3 clusters
  Score: Raw -370713.639935 + Penalty 2622.027264 = -368091.612671
  nChanged 6
		SP:Iteration 39Q (7136.490000 sec): 3 clusters
  Score: Raw -370715.680347 + Penalty 2622.027264 = -368093.653083
  nChanged 5
		SP:Iteration 40F (7136.500000 sec): 3 clusters
  Score: Raw -370717.798771 + Penalty 2622.027264 = -368095.771507
  nChanged 3
		SP:Iteration 41Q (7136.500000 sec): 3 clusters
  Score: Raw -370718.986254 + Penalty 2622.027264 = -368096.958991
  nChanged 2
		SP:Iteration 42Q (7136.510000 sec): 3 clusters
  Score: Raw -370719.768956 + Penalty 2622.027264 = -368097.741692
  nChanged 2
		SP:Iteration 43Q (7136.520000 sec): 3 clusters
  Score: Raw -370720.697268 + Penalty 2622.027264 = -368098.670004
  nChanged 3
		SP:Iteration 44Q (7136.520000 sec): 3 clusters
  Score: Raw -370721.509473 + Penalty 2622.027264 = -368099.482209
  nChanged 1
		SP:Iteration 45Q (7136.530000 sec): 3 clusters
  Score: Raw -370721.731760 + Penalty 2622.027264 = -368099.704497
  nChanged 1
		SP:Iteration 46Q (7136.540000 sec): 3 clusters
  Score: Raw -370722.065905 + Penalty 2622.027264 = -368100.038642
  nChanged 1
		SP:Iteration 47Q (7136.540000 sec): 3 clusters
  Score: Raw -370722.186149 + Penalty 2622.027264 = -368100.158886
  nChanged 0
		SP:Iteration 48F (7136.550000 sec): 3 clusters
  Score: Raw -370722.186149 + Penalty 2622.027264 = -368100.158886
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7136.590000 sec): 2 clusters
  Score: Raw -1503787.752202 + Penalty 1536.311934 = -1502251.440268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7136.620000 sec): 3 clusters
  Score: Raw -1496488.819662 + Penalty 3072.623867 = -1493416.195795
  nChanged 5590
		SP:Iteration 1F (7136.660000 sec): 3 clusters
  Score: Raw -1499446.940231 + Penalty 3072.623867 = -1496374.316363
  nChanged 741
		SP:Iteration 2F (7136.690000 sec): 3 clusters
  Score: Raw -1499746.015793 + Penalty 3072.623867 = -1496673.391925
  nChanged 651
		SP:Iteration 3F (7136.720000 sec): 3 clusters
  Score: Raw -1500018.131511 + Penalty 3072.623867 = -1496945.507644
  nChanged 644
		SP:Iteration 4F (7136.750000 sec): 3 clusters
  Score: Raw -1500318.040896 + Penalty 3072.623867 = -1497245.417028
  nChanged 693
		SP:Iteration 5F (7136.780000 sec): 3 clusters
  Score: Raw -1500687.260625 + Penalty 3072.623867 = -1497614.636758
  nChanged 701
		SP:Iteration 6F (7136.820000 sec): 3 clusters
  Score: Raw -1501098.417896 + Penalty 3072.623867 = -1498025.794029
  nChanged 716
		SP:Iteration 7F (7136.850000 sec): 3 clusters
  Score: Raw -1501538.794293 + Penalty 3072.623867 = -1498466.170426
  nChanged 689
		SP:Iteration 8F (7136.880000 sec): 3 clusters
  Score: Raw -1501954.003475 + Penalty 3072.623867 = -1498881.379608
  nChanged 592
		SP:Iteration 9Q (7136.920000 sec): 3 clusters
  Score: Raw -1502322.022356 + Penalty 3072.623867 = -1499249.398488
  nChanged 553
		SP:Iteration 10Q (7136.950000 sec): 3 clusters
  Score: Raw -1502661.035404 + Penalty 3072.623867 = -1499588.411536
  nChanged 428
		SP:Iteration 11Q (7136.980000 sec): 3 clusters
  Score: Raw -1502903.091125 + Penalty 3072.623867 = -1499830.467258
  nChanged 311
		SP:Iteration 12Q (7137.020000 sec): 3 clusters
  Score: Raw -1503073.145290 + Penalty 3072.623867 = -1500000.521423
  nChanged 274
		SP:Iteration 13Q (7137.050000 sec): 3 clusters
  Score: Raw -1503221.540176 + Penalty 3072.623867 = -1500148.916308
  nChanged 224
		SP:Iteration 14Q (7137.080000 sec): 3 clusters
  Score: Raw -1503339.612456 + Penalty 3072.623867 = -1500266.988588
  nChanged 201
		SP:Iteration 15Q (7137.120000 sec): 3 clusters
  Score: Raw -1503449.995637 + Penalty 3072.623867 = -1500377.371769
  nChanged 171
		SP:Iteration 16Q (7137.150000 sec): 3 clusters
  Score: Raw -1503547.111958 + Penalty 3072.623867 = -1500474.488090
  nChanged 144
		SP:Iteration 17Q (7137.180000 sec): 3 clusters
  Score: Raw -1503627.251567 + Penalty 3072.623867 = -1500554.627699
  nChanged 106
		SP:Iteration 18Q (7137.210000 sec): 3 clusters
  Score: Raw -1503679.842367 + Penalty 3072.623867 = -1500607.218499
  nChanged 74
		SP:Iteration 19Q (7137.240000 sec): 3 clusters
  Score: Raw -1503716.465024 + Penalty 3072.623867 = -1500643.841156
  nChanged 81
		SP:Iteration 20F (7137.280000 sec): 3 clusters
  Score: Raw -1503756.062100 + Penalty 3072.623867 = -1500683.438232
  nChanged 67
		SP:Iteration 21Q (7137.310000 sec): 3 clusters
  Score: Raw -1503789.757322 + Penalty 3072.623867 = -1500717.133454
  nChanged 50
		SP:Iteration 22Q (7137.340000 sec): 3 clusters
  Score: Raw -1503816.840653 + Penalty 3072.623867 = -1500744.216786
  nChanged 42
		SP:Iteration 23Q (7137.370000 sec): 3 clusters
  Score: Raw -1503840.577973 + Penalty 3072.623867 = -1500767.954106
  nChanged 30
		SP:Iteration 24Q (7137.400000 sec): 3 clusters
  Score: Raw -1503856.239202 + Penalty 3072.623867 = -1500783.615334
  nChanged 21
		SP:Iteration 25Q (7137.430000 sec): 3 clusters
  Score: Raw -1503867.348041 + Penalty 3072.623867 = -1500794.724173
  nChanged 24
		SP:Iteration 26Q (7137.460000 sec): 3 clusters
  Score: Raw -1503879.507048 + Penalty 3072.623867 = -1500806.883180
  nChanged 28
		SP:Iteration 27Q (7137.490000 sec): 3 clusters
  Score: Raw -1503891.971084 + Penalty 3072.623867 = -1500819.347216
  nChanged 19
		SP:Iteration 28Q (7137.520000 sec): 3 clusters
  Score: Raw -1503904.747755 + Penalty 3072.623867 = -1500832.123888
  nChanged 22
		SP:Iteration 29Q (7137.550000 sec): 3 clusters
  Score: Raw -1503920.101902 + Penalty 3072.623867 = -1500847.478035
  nChanged 21
		SP:Iteration 30Q (7137.580000 sec): 3 clusters
  Score: Raw -1503936.051090 + Penalty 3072.623867 = -1500863.427222
  nChanged 19
		SP:Iteration 31Q (7137.610000 sec): 3 clusters
  Score: Raw -1503946.094573 + Penalty 3072.623867 = -1500873.470705
  nChanged 11
		SP:Iteration 32Q (7137.640000 sec): 3 clusters
  Score: Raw -1503953.137904 + Penalty 3072.623867 = -1500880.514036
  nChanged 12
		SP:Iteration 33Q (7137.660000 sec): 3 clusters
  Score: Raw -1503959.999091 + Penalty 3072.623867 = -1500887.375223
  nChanged 11
		SP:Iteration 34Q (7137.690000 sec): 3 clusters
  Score: Raw -1503967.371583 + Penalty 3072.623867 = -1500894.747715
  nChanged 11
		SP:Iteration 35Q (7137.720000 sec): 3 clusters
  Score: Raw -1503975.298459 + Penalty 3072.623867 = -1500902.674591
  nChanged 12
		SP:Iteration 36Q (7137.750000 sec): 3 clusters
  Score: Raw -1503982.427627 + Penalty 3072.623867 = -1500909.803760
  nChanged 9
		SP:Iteration 37Q (7137.780000 sec): 3 clusters
  Score: Raw -1503987.551450 + Penalty 3072.623867 = -1500914.927582
  nChanged 9
		SP:Iteration 38Q (7137.800000 sec): 3 clusters
  Score: Raw -1503991.252150 + Penalty 3072.623867 = -1500918.628282
  nChanged 4
		SP:Iteration 39Q (7137.830000 sec): 3 clusters
  Score: Raw -1503992.294997 + Penalty 3072.623867 = -1500919.671130
  nChanged 0
		SP:Iteration 40F (7137.860000 sec): 3 clusters
  Score: Raw -1503992.294997 + Penalty 3072.623867 = -1500919.671130
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7137.880000 sec): 2 clusters
  Score: Raw -279000.497709 + Penalty 1271.861841 = -277728.635868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7137.890000 sec): 3 clusters
  Score: Raw -277868.853448 + Penalty 2543.723682 = -275325.129766
  nChanged 941
		SP:Iteration 1F (7137.890000 sec): 3 clusters
  Score: Raw -278488.346756 + Penalty 2543.723682 = -275944.623074
  nChanged 221
		SP:Iteration 2F (7137.900000 sec): 3 clusters
  Score: Raw -278664.433373 + Penalty 2543.723682 = -276120.709691
  nChanged 167
		SP:Iteration 3F (7137.910000 sec): 3 clusters
  Score: Raw -278803.857156 + Penalty 2543.723682 = -276260.133474
  nChanged 130
		SP:Iteration 4F (7137.910000 sec): 3 clusters
  Score: Raw -278909.142285 + Penalty 2543.723682 = -276365.418603
  nChanged 97
		SP:Iteration 5Q (7137.920000 sec): 3 clusters
  Score: Raw -278974.893950 + Penalty 2543.723682 = -276431.170268
  nChanged 77
		SP:Iteration 6Q (7137.920000 sec): 3 clusters
  Score: Raw -279028.941073 + Penalty 2543.723682 = -276485.217391
  nChanged 68
		SP:Iteration 7Q (7137.930000 sec): 3 clusters
  Score: Raw -279079.214752 + Penalty 2543.723682 = -276535.491070
  nChanged 66
		SP:Iteration 8Q (7137.940000 sec): 3 clusters
  Score: Raw -279119.473846 + Penalty 2543.723682 = -276575.750164
  nChanged 42
		SP:Iteration 9Q (7137.940000 sec): 3 clusters
  Score: Raw -279141.257163 + Penalty 2543.723682 = -276597.533481
  nChanged 30
		SP:Iteration 10Q (7137.950000 sec): 3 clusters
  Score: Raw -279157.596336 + Penalty 2543.723682 = -276613.872654
  nChanged 16
		SP:Iteration 11Q (7137.960000 sec): 3 clusters
  Score: Raw -279168.300959 + Penalty 2543.723682 = -276624.577277
  nChanged 22
		SP:Iteration 12Q (7137.960000 sec): 3 clusters
  Score: Raw -279181.415563 + Penalty 2543.723682 = -276637.691881
  nChanged 17
		SP:Iteration 13Q (7137.970000 sec): 3 clusters
  Score: Raw -279188.404016 + Penalty 2543.723682 = -276644.680334
  nChanged 13
		SP:Iteration 14Q (7137.980000 sec): 3 clusters
  Score: Raw -279195.167002 + Penalty 2543.723682 = -276651.443320
  nChanged 19
		SP:Iteration 15Q (7137.980000 sec): 3 clusters
  Score: Raw -279210.147129 + Penalty 2543.723682 = -276666.423447
  nChanged 16
		SP:Iteration 16Q (7137.990000 sec): 3 clusters
  Score: Raw -279219.446512 + Penalty 2543.723682 = -276675.722831
  nChanged 18
		SP:Iteration 17Q (7137.990000 sec): 3 clusters
  Score: Raw -279232.452539 + Penalty 2543.723682 = -276688.728857
  nChanged 19
		SP:Iteration 18Q (7138.000000 sec): 3 clusters
  Score: Raw -279244.471945 + Penalty 2543.723682 = -276700.748263
  nChanged 17
		SP:Iteration 19Q (7138.000000 sec): 3 clusters
  Score: Raw -279255.444733 + Penalty 2543.723682 = -276711.721051
  nChanged 14
		SP:Iteration 20F (7138.010000 sec): 3 clusters
  Score: Raw -279264.035490 + Penalty 2543.723682 = -276720.311808
  nChanged 13
		SP:Iteration 21Q (7138.020000 sec): 3 clusters
  Score: Raw -279270.760960 + Penalty 2543.723682 = -276727.037278
  nChanged 8
		SP:Iteration 22Q (7138.020000 sec): 3 clusters
  Score: Raw -279274.791089 + Penalty 2543.723682 = -276731.067407
  nChanged 5
		SP:Iteration 23Q (7138.030000 sec): 3 clusters
  Score: Raw -279277.585308 + Penalty 2543.723682 = -276733.861626
  nChanged 6
		SP:Iteration 24Q (7138.040000 sec): 3 clusters
  Score: Raw -279280.530908 + Penalty 2543.723682 = -276736.807227
  nChanged 6
		SP:Iteration 25Q (7138.040000 sec): 3 clusters
  Score: Raw -279283.393744 + Penalty 2543.723682 = -276739.670062
  nChanged 3
		SP:Iteration 26Q (7138.050000 sec): 3 clusters
  Score: Raw -279285.153714 + Penalty 2543.723682 = -276741.430032
  nChanged 4
		SP:Iteration 27Q (7138.060000 sec): 3 clusters
  Score: Raw -279286.705245 + Penalty 2543.723682 = -276742.981563
  nChanged 5
		SP:Iteration 28Q (7138.060000 sec): 3 clusters
  Score: Raw -279288.989062 + Penalty 2543.723682 = -276745.265380
  nChanged 3
		SP:Iteration 29Q (7138.070000 sec): 3 clusters
  Score: Raw -279290.604256 + Penalty 2543.723682 = -276746.880574
  nChanged 4
		SP:Iteration 30Q (7138.070000 sec): 3 clusters
  Score: Raw -279293.285947 + Penalty 2543.723682 = -276749.562265
  nChanged 1
		SP:Iteration 31Q (7138.080000 sec): 3 clusters
  Score: Raw -279293.520257 + Penalty 2543.723682 = -276749.796575
  nChanged 1
		SP:Iteration 32Q (7138.080000 sec): 3 clusters
  Score: Raw -279293.579575 + Penalty 2543.723682 = -276749.855893
  nChanged 0
		SP:Iteration 33F (7138.090000 sec): 3 clusters
  Score: Raw -279293.579575 + Penalty 2543.723682 = -276749.855893
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7138.110000 sec): 2 clusters
  Score: Raw -483881.262985 + Penalty 1367.139332 = -482514.123653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7138.120000 sec): 3 clusters
  Score: Raw -481556.427531 + Penalty 2734.278664 = -478822.148866
  nChanged 1877
		SP:Iteration 1F (7138.130000 sec): 3 clusters
  Score: Raw -482662.503848 + Penalty 2734.278664 = -479928.225184
  nChanged 367
		SP:Iteration 2F (7138.140000 sec): 3 clusters
  Score: Raw -482884.339291 + Penalty 2734.278664 = -480150.060626
  nChanged 254
		SP:Iteration 3F (7138.160000 sec): 3 clusters
  Score: Raw -483027.518516 + Penalty 2734.278664 = -480293.239852
  nChanged 213
		SP:Iteration 4Q (7138.170000 sec): 3 clusters
  Score: Raw -483152.306440 + Penalty 2734.278664 = -480418.027775
  nChanged 206
		SP:Iteration 5Q (7138.180000 sec): 3 clusters
  Score: Raw -483294.613439 + Penalty 2734.278664 = -480560.334774
  nChanged 198
		SP:Iteration 6Q (7138.190000 sec): 3 clusters
  Score: Raw -483426.690798 + Penalty 2734.278664 = -480692.412134
  nChanged 193
		SP:Iteration 7Q (7138.200000 sec): 3 clusters
  Score: Raw -483555.675224 + Penalty 2734.278664 = -480821.396560
  nChanged 170
		SP:Iteration 8Q (7138.210000 sec): 3 clusters
  Score: Raw -483657.635991 + Penalty 2734.278664 = -480923.357327
  nChanged 145
		SP:Iteration 9Q (7138.220000 sec): 3 clusters
  Score: Raw -483756.249879 + Penalty 2734.278664 = -481021.971215
  nChanged 132
		SP:Iteration 10Q (7138.240000 sec): 3 clusters
  Score: Raw -483856.312318 + Penalty 2734.278664 = -481122.033654
  nChanged 125
		SP:Iteration 11Q (7138.240000 sec): 3 clusters
  Score: Raw -483943.076354 + Penalty 2734.278664 = -481208.797690
  nChanged 113
		SP:Iteration 12Q (7138.260000 sec): 3 clusters
  Score: Raw -484031.441041 + Penalty 2734.278664 = -481297.162376
  nChanged 116
		SP:Iteration 13Q (7138.270000 sec): 3 clusters
  Score: Raw -484123.759843 + Penalty 2734.278664 = -481389.481179
  nChanged 110
		SP:Iteration 14Q (7138.280000 sec): 3 clusters
  Score: Raw -484217.990502 + Penalty 2734.278664 = -481483.711838
  nChanged 102
		SP:Iteration 15Q (7138.290000 sec): 3 clusters
  Score: Raw -484295.906528 + Penalty 2734.278664 = -481561.627864
  nChanged 103
		SP:Iteration 16Q (7138.300000 sec): 3 clusters
  Score: Raw -484373.262218 + Penalty 2734.278664 = -481638.983554
  nChanged 99
		SP:Iteration 17Q (7138.310000 sec): 3 clusters
  Score: Raw -484436.545266 + Penalty 2734.278664 = -481702.266602
  nChanged 81
		SP:Iteration 18Q (7138.320000 sec): 3 clusters
  Score: Raw -484488.081473 + Penalty 2734.278664 = -481753.802809
  nChanged 74
		SP:Iteration 19Q (7138.330000 sec): 3 clusters
  Score: Raw -484533.021357 + Penalty 2734.278664 = -481798.742693
  nChanged 58
		SP:Iteration 20F (7138.340000 sec): 3 clusters
  Score: Raw -484567.593174 + Penalty 2734.278664 = -481833.314510
  nChanged 63
		SP:Iteration 21Q (7138.360000 sec): 3 clusters
  Score: Raw -484611.350315 + Penalty 2734.278664 = -481877.071651
  nChanged 71
		SP:Iteration 22Q (7138.370000 sec): 3 clusters
  Score: Raw -484654.842567 + Penalty 2734.278664 = -481920.563903
  nChanged 63
		SP:Iteration 23Q (7138.380000 sec): 3 clusters
  Score: Raw -484698.508956 + Penalty 2734.278664 = -481964.230292
  nChanged 55
		SP:Iteration 24Q (7138.390000 sec): 3 clusters
  Score: Raw -484725.444135 + Penalty 2734.278664 = -481991.165471
  nChanged 57
		SP:Iteration 25Q (7138.400000 sec): 3 clusters
  Score: Raw -484755.496052 + Penalty 2734.278664 = -482021.217388
  nChanged 57
		SP:Iteration 26Q (7138.410000 sec): 3 clusters
  Score: Raw -484796.150698 + Penalty 2734.278664 = -482061.872034
  nChanged 52
		SP:Iteration 27Q (7138.420000 sec): 3 clusters
  Score: Raw -484826.474024 + Penalty 2734.278664 = -482092.195360
  nChanged 44
		SP:Iteration 28Q (7138.430000 sec): 3 clusters
  Score: Raw -484847.952561 + Penalty 2734.278664 = -482113.673897
  nChanged 30
		SP:Iteration 29Q (7138.440000 sec): 3 clusters
  Score: Raw -484862.741494 + Penalty 2734.278664 = -482128.462830
  nChanged 31
		SP:Iteration 30Q (7138.450000 sec): 3 clusters
  Score: Raw -484878.697627 + Penalty 2734.278664 = -482144.418963
  nChanged 32
		SP:Iteration 31Q (7138.460000 sec): 3 clusters
  Score: Raw -484895.846744 + Penalty 2734.278664 = -482161.568080
  nChanged 30
		SP:Iteration 32Q (7138.470000 sec): 3 clusters
  Score: Raw -484908.237667 + Penalty 2734.278664 = -482173.959003
  nChanged 23
		SP:Iteration 33Q (7138.480000 sec): 3 clusters
  Score: Raw -484916.487406 + Penalty 2734.278664 = -482182.208742
  nChanged 23
		SP:Iteration 34Q (7138.490000 sec): 3 clusters
  Score: Raw -484924.362539 + Penalty 2734.278664 = -482190.083875
  nChanged 21
		SP:Iteration 35Q (7138.500000 sec): 3 clusters
  Score: Raw -484930.935233 + Penalty 2734.278664 = -482196.656569
  nChanged 24
		SP:Iteration 36Q (7138.510000 sec): 3 clusters
  Score: Raw -484939.035611 + Penalty 2734.278664 = -482204.756947
  nChanged 27
		SP:Iteration 37Q (7138.520000 sec): 3 clusters
  Score: Raw -484949.219135 + Penalty 2734.278664 = -482214.940471
  nChanged 26
		SP:Iteration 38Q (7138.530000 sec): 3 clusters
  Score: Raw -484957.123041 + Penalty 2734.278664 = -482222.844376
  nChanged 16
		SP:Iteration 39Q (7138.540000 sec): 3 clusters
  Score: Raw -484961.443247 + Penalty 2734.278664 = -482227.164583
  nChanged 10
		SP:Iteration 40F (7138.550000 sec): 3 clusters
  Score: Raw -484965.401944 + Penalty 2734.278664 = -482231.123280
  nChanged 13
		SP:Iteration 41Q (7138.570000 sec): 3 clusters
  Score: Raw -484968.614804 + Penalty 2734.278664 = -482234.336140
  nChanged 10
		SP:Iteration 42Q (7138.570000 sec): 3 clusters
  Score: Raw -484970.377037 + Penalty 2734.278664 = -482236.098373
  nChanged 8
		SP:Iteration 43Q (7138.590000 sec): 3 clusters
  Score: Raw -484971.924344 + Penalty 2734.278664 = -482237.645679
  nChanged 9
		SP:Iteration 44Q (7138.600000 sec): 3 clusters
  Score: Raw -484974.146675 + Penalty 2734.278664 = -482239.868011
  nChanged 9
		SP:Iteration 45Q (7138.610000 sec): 3 clusters
  Score: Raw -484976.086711 + Penalty 2734.278664 = -482241.808046
  nChanged 5
		SP:Iteration 46Q (7138.620000 sec): 3 clusters
  Score: Raw -484977.243946 + Penalty 2734.278664 = -482242.965282
  nChanged 3
		SP:Iteration 47Q (7138.630000 sec): 3 clusters
  Score: Raw -484977.805906 + Penalty 2734.278664 = -482243.527242
  nChanged 1
		SP:Iteration 48Q (7138.640000 sec): 3 clusters
  Score: Raw -484978.042810 + Penalty 2734.278664 = -482243.764146
  nChanged 0
		SP:Iteration 49F (7138.650000 sec): 3 clusters
  Score: Raw -484978.042810 + Penalty 2734.278664 = -482243.764146
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7138.670000 sec): 2 clusters
  Score: Raw -528494.918436 + Penalty 1377.071425 = -527117.847011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7138.680000 sec): 3 clusters
  Score: Raw -526036.057750 + Penalty 2754.142849 = -523281.914901
  nChanged 1904
		SP:Iteration 1F (7138.690000 sec): 3 clusters
  Score: Raw -527104.961051 + Penalty 2754.142849 = -524350.818202
  nChanged 361
		SP:Iteration 2F (7138.700000 sec): 3 clusters
  Score: Raw -527300.604638 + Penalty 2754.142849 = -524546.461788
  nChanged 252
		SP:Iteration 3F (7138.710000 sec): 3 clusters
  Score: Raw -527425.972330 + Penalty 2754.142849 = -524671.829481
  nChanged 193
		SP:Iteration 4Q (7138.730000 sec): 3 clusters
  Score: Raw -527539.944218 + Penalty 2754.142849 = -524785.801369
  nChanged 195
		SP:Iteration 5Q (7138.740000 sec): 3 clusters
  Score: Raw -527662.884227 + Penalty 2754.142849 = -524908.741378
  nChanged 195
		SP:Iteration 6Q (7138.750000 sec): 3 clusters
  Score: Raw -527782.069871 + Penalty 2754.142849 = -525027.927021
  nChanged 186
		SP:Iteration 7Q (7138.770000 sec): 3 clusters
  Score: Raw -527907.108791 + Penalty 2754.142849 = -525152.965942
  nChanged 191
		SP:Iteration 8Q (7138.780000 sec): 3 clusters
  Score: Raw -528037.783034 + Penalty 2754.142849 = -525283.640184
  nChanged 191
		SP:Iteration 9Q (7138.790000 sec): 3 clusters
  Score: Raw -528159.957570 + Penalty 2754.142849 = -525405.814720
  nChanged 170
		SP:Iteration 10Q (7138.800000 sec): 3 clusters
  Score: Raw -528265.490000 + Penalty 2754.142849 = -525511.347150
  nChanged 142
		SP:Iteration 11Q (7138.810000 sec): 3 clusters
  Score: Raw -528362.399115 + Penalty 2754.142849 = -525608.256265
  nChanged 137
		SP:Iteration 12Q (7138.820000 sec): 3 clusters
  Score: Raw -528457.627028 + Penalty 2754.142849 = -525703.484179
  nChanged 134
		SP:Iteration 13Q (7138.830000 sec): 3 clusters
  Score: Raw -528546.382544 + Penalty 2754.142849 = -525792.239695
  nChanged 122
		SP:Iteration 14Q (7138.850000 sec): 3 clusters
  Score: Raw -528632.079006 + Penalty 2754.142849 = -525877.936156
  nChanged 127
		SP:Iteration 15Q (7138.860000 sec): 3 clusters
  Score: Raw -528735.319072 + Penalty 2754.142849 = -525981.176223
  nChanged 130
		SP:Iteration 16Q (7138.870000 sec): 3 clusters
  Score: Raw -528860.363017 + Penalty 2754.142849 = -526106.220168
  nChanged 124
		SP:Iteration 17Q (7138.880000 sec): 3 clusters
  Score: Raw -528980.926434 + Penalty 2754.142849 = -526226.783585
  nChanged 118
		SP:Iteration 18Q (7138.890000 sec): 3 clusters
  Score: Raw -529075.554744 + Penalty 2754.142849 = -526321.411895
  nChanged 89
		SP:Iteration 19Q (7138.900000 sec): 3 clusters
  Score: Raw -529133.105929 + Penalty 2754.142849 = -526378.963080
  nChanged 73
		SP:Iteration 20F (7138.910000 sec): 3 clusters
  Score: Raw -529179.349836 + Penalty 2754.142849 = -526425.206986
  nChanged 52
		SP:Iteration 21Q (7138.930000 sec): 3 clusters
  Score: Raw -529209.984501 + Penalty 2754.142849 = -526455.841652
  nChanged 37
		SP:Iteration 22Q (7138.930000 sec): 3 clusters
  Score: Raw -529232.341169 + Penalty 2754.142849 = -526478.198320
  nChanged 23
		SP:Iteration 23Q (7138.950000 sec): 3 clusters
  Score: Raw -529241.464156 + Penalty 2754.142849 = -526487.321307
  nChanged 21
		SP:Iteration 24Q (7138.960000 sec): 3 clusters
  Score: Raw -529248.471765 + Penalty 2754.142849 = -526494.328915
  nChanged 20
		SP:Iteration 25Q (7138.970000 sec): 3 clusters
  Score: Raw -529255.119399 + Penalty 2754.142849 = -526500.976550
  nChanged 21
		SP:Iteration 26Q (7138.980000 sec): 3 clusters
  Score: Raw -529261.226939 + Penalty 2754.142849 = -526507.084089
  nChanged 18
		SP:Iteration 27Q (7138.990000 sec): 3 clusters
  Score: Raw -529267.677643 + Penalty 2754.142849 = -526513.534794
  nChanged 23
		SP:Iteration 28Q (7139.000000 sec): 3 clusters
  Score: Raw -529274.947936 + Penalty 2754.142849 = -526520.805087
  nChanged 19
		SP:Iteration 29Q (7139.010000 sec): 3 clusters
  Score: Raw -529281.240139 + Penalty 2754.142849 = -526527.097290
  nChanged 15
		SP:Iteration 30Q (7139.020000 sec): 3 clusters
  Score: Raw -529286.213558 + Penalty 2754.142849 = -526532.070708
  nChanged 13
		SP:Iteration 31Q (7139.030000 sec): 3 clusters
  Score: Raw -529290.295436 + Penalty 2754.142849 = -526536.152587
  nChanged 10
		SP:Iteration 32Q (7139.040000 sec): 3 clusters
  Score: Raw -529292.595843 + Penalty 2754.142849 = -526538.452994
  nChanged 8
		SP:Iteration 33Q (7139.050000 sec): 3 clusters
  Score: Raw -529294.831250 + Penalty 2754.142849 = -526540.688401
  nChanged 11
		SP:Iteration 34Q (7139.060000 sec): 3 clusters
  Score: Raw -529299.111490 + Penalty 2754.142849 = -526544.968640
  nChanged 16
		SP:Iteration 35Q (7139.070000 sec): 3 clusters
  Score: Raw -529305.075870 + Penalty 2754.142849 = -526550.933021
  nChanged 18
		SP:Iteration 36Q (7139.080000 sec): 3 clusters
  Score: Raw -529313.635711 + Penalty 2754.142849 = -526559.492862
  nChanged 16
		SP:Iteration 37Q (7139.090000 sec): 3 clusters
  Score: Raw -529320.457877 + Penalty 2754.142849 = -526566.315028
  nChanged 14
		SP:Iteration 38Q (7139.100000 sec): 3 clusters
  Score: Raw -529326.082591 + Penalty 2754.142849 = -526571.939742
  nChanged 10
		SP:Iteration 39Q (7139.110000 sec): 3 clusters
  Score: Raw -529328.441781 + Penalty 2754.142849 = -526574.298931
  nChanged 12
		SP:Iteration 40F (7139.130000 sec): 3 clusters
  Score: Raw -529332.106231 + Penalty 2754.142849 = -526577.963382
  nChanged 17
		SP:Iteration 41Q (7139.140000 sec): 3 clusters
  Score: Raw -529338.582730 + Penalty 2754.142849 = -526584.439881
  nChanged 16
		SP:Iteration 42Q (7139.150000 sec): 3 clusters
  Score: Raw -529343.737360 + Penalty 2754.142849 = -526589.594511
  nChanged 9
		SP:Iteration 43Q (7139.160000 sec): 3 clusters
  Score: Raw -529346.529155 + Penalty 2754.142849 = -526592.386306
  nChanged 7
		SP:Iteration 44Q (7139.170000 sec): 3 clusters
  Score: Raw -529348.551291 + Penalty 2754.142849 = -526594.408442
  nChanged 6
		SP:Iteration 45Q (7139.180000 sec): 3 clusters
  Score: Raw -529350.766519 + Penalty 2754.142849 = -526596.623670
  nChanged 17
		SP:Iteration 46Q (7139.190000 sec): 3 clusters
  Score: Raw -529355.239777 + Penalty 2754.142849 = -526601.096928
  nChanged 12
		SP:Iteration 47Q (7139.200000 sec): 3 clusters
  Score: Raw -529357.867867 + Penalty 2754.142849 = -526603.725018
  nChanged 7
		SP:Iteration 48Q (7139.210000 sec): 3 clusters
  Score: Raw -529359.314997 + Penalty 2754.142849 = -526605.172147
  nChanged 3
		SP:Iteration 49Q (7139.220000 sec): 3 clusters
  Score: Raw -529359.734467 + Penalty 2754.142849 = -526605.591617
  nChanged 2
		SP:Iteration 50Q (7139.230000 sec): 3 clusters
  Score: Raw -529360.019260 + Penalty 2754.142849 = -526605.876410
  nChanged 2
		SP:Iteration 51Q (7139.240000 sec): 3 clusters
  Score: Raw -529360.254301 + Penalty 2754.142849 = -526606.111451
  nChanged 0
		SP:Iteration 52F (7139.250000 sec): 3 clusters
  Score: Raw -529360.254301 + Penalty 2754.142849 = -526606.111451
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7139.260000 sec): 2 clusters
  Score: Raw -142254.881570 + Penalty 1164.768992 = -141090.112577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7139.270000 sec): 3 clusters
  Score: Raw -141792.696266 + Penalty 2329.537985 = -139463.158281
  nChanged 406
		SP:Iteration 1F (7139.270000 sec): 3 clusters
  Score: Raw -142159.221476 + Penalty 2329.537985 = -139829.683491
  nChanged 101
		SP:Iteration 2F (7139.270000 sec): 3 clusters
  Score: Raw -142260.988149 + Penalty 2329.537985 = -139931.450164
  nChanged 55
		SP:Iteration 3Q (7139.270000 sec): 3 clusters
  Score: Raw -142318.226837 + Penalty 2329.537985 = -139988.688853
  nChanged 31
		SP:Iteration 4Q (7139.280000 sec): 3 clusters
  Score: Raw -142359.050462 + Penalty 2329.537985 = -140029.512477
  nChanged 30
		SP:Iteration 5Q (7139.280000 sec): 3 clusters
  Score: Raw -142384.447895 + Penalty 2329.537985 = -140054.909910
  nChanged 24
		SP:Iteration 6Q (7139.290000 sec): 3 clusters
  Score: Raw -142403.762530 + Penalty 2329.537985 = -140074.224545
  nChanged 25
		SP:Iteration 7Q (7139.290000 sec): 3 clusters
  Score: Raw -142420.712314 + Penalty 2329.537985 = -140091.174329
  nChanged 19
		SP:Iteration 8Q (7139.290000 sec): 3 clusters
  Score: Raw -142430.256205 + Penalty 2329.537985 = -140100.718220
  nChanged 10
		SP:Iteration 9Q (7139.290000 sec): 3 clusters
  Score: Raw -142437.615887 + Penalty 2329.537985 = -140108.077902
  nChanged 9
		SP:Iteration 10Q (7139.300000 sec): 3 clusters
  Score: Raw -142443.588785 + Penalty 2329.537985 = -140114.050800
  nChanged 9
		SP:Iteration 11Q (7139.300000 sec): 3 clusters
  Score: Raw -142449.076096 + Penalty 2329.537985 = -140119.538112
  nChanged 7
		SP:Iteration 12Q (7139.310000 sec): 3 clusters
  Score: Raw -142454.436643 + Penalty 2329.537985 = -140124.898658
  nChanged 12
		SP:Iteration 13Q (7139.310000 sec): 3 clusters
  Score: Raw -142462.536006 + Penalty 2329.537985 = -140132.998021
  nChanged 13
		SP:Iteration 14Q (7139.310000 sec): 3 clusters
  Score: Raw -142470.589919 + Penalty 2329.537985 = -140141.051934
  nChanged 10
		SP:Iteration 15Q (7139.310000 sec): 3 clusters
  Score: Raw -142476.157603 + Penalty 2329.537985 = -140146.619618
  nChanged 5
		SP:Iteration 16Q (7139.320000 sec): 3 clusters
  Score: Raw -142478.714806 + Penalty 2329.537985 = -140149.176821
  nChanged 7
		SP:Iteration 17Q (7139.320000 sec): 3 clusters
  Score: Raw -142483.730579 + Penalty 2329.537985 = -140154.192594
  nChanged 5
		SP:Iteration 18Q (7139.320000 sec): 3 clusters
  Score: Raw -142486.541711 + Penalty 2329.537985 = -140157.003727
  nChanged 6
		SP:Iteration 19Q (7139.330000 sec): 3 clusters
  Score: Raw -142491.197993 + Penalty 2329.537985 = -140161.660008
  nChanged 4
		SP:Iteration 20F (7139.330000 sec): 3 clusters
  Score: Raw -142495.436959 + Penalty 2329.537985 = -140165.898974
  nChanged 6
		SP:Iteration 21Q (7139.330000 sec): 3 clusters
  Score: Raw -142500.649407 + Penalty 2329.537985 = -140171.111422
  nChanged 3
		SP:Iteration 22Q (7139.330000 sec): 3 clusters
  Score: Raw -142502.403424 + Penalty 2329.537985 = -140172.865439
  nChanged 5
		SP:Iteration 23Q (7139.340000 sec): 3 clusters
  Score: Raw -142505.586259 + Penalty 2329.537985 = -140176.048274
  nChanged 5
		SP:Iteration 24Q (7139.340000 sec): 3 clusters
  Score: Raw -142507.726915 + Penalty 2329.537985 = -140178.188930
  nChanged 7
		SP:Iteration 25Q (7139.350000 sec): 3 clusters
  Score: Raw -142511.455628 + Penalty 2329.537985 = -140181.917643
  nChanged 6
		SP:Iteration 26Q (7139.350000 sec): 3 clusters
  Score: Raw -142514.961951 + Penalty 2329.537985 = -140185.423966
  nChanged 4
		SP:Iteration 27Q (7139.350000 sec): 3 clusters
  Score: Raw -142517.328519 + Penalty 2329.537985 = -140187.790534
  nChanged 2
		SP:Iteration 28Q (7139.350000 sec): 3 clusters
  Score: Raw -142518.168047 + Penalty 2329.537985 = -140188.630062
  nChanged 3
		SP:Iteration 29Q (7139.360000 sec): 3 clusters
  Score: Raw -142519.910566 + Penalty 2329.537985 = -140190.372581
  nChanged 4
		SP:Iteration 30Q (7139.360000 sec): 3 clusters
  Score: Raw -142524.463264 + Penalty 2329.537985 = -140194.925279
  nChanged 3
		SP:Iteration 31Q (7139.360000 sec): 3 clusters
  Score: Raw -142526.530947 + Penalty 2329.537985 = -140196.992962
  nChanged 5
		SP:Iteration 32Q (7139.370000 sec): 3 clusters
  Score: Raw -142530.244756 + Penalty 2329.537985 = -140200.706771
  nChanged 7
		SP:Iteration 33Q (7139.370000 sec): 3 clusters
  Score: Raw -142534.098651 + Penalty 2329.537985 = -140204.560666
  nChanged 7
		SP:Iteration 34Q (7139.370000 sec): 3 clusters
  Score: Raw -142538.941316 + Penalty 2329.537985 = -140209.403331
  nChanged 4
		SP:Iteration 35Q (7139.370000 sec): 3 clusters
  Score: Raw -142540.995905 + Penalty 2329.537985 = -140211.457921
  nChanged 2
		SP:Iteration 36Q (7139.370000 sec): 3 clusters
  Score: Raw -142542.433730 + Penalty 2329.537985 = -140212.895746
  nChanged 2
		SP:Iteration 37Q (7139.380000 sec): 3 clusters
  Score: Raw -142545.204537 + Penalty 2329.537985 = -140215.666552
  nChanged 2
		SP:Iteration 38Q (7139.380000 sec): 3 clusters
  Score: Raw -142549.425211 + Penalty 2329.537985 = -140219.887226
  nChanged 5
		SP:Iteration 39Q (7139.380000 sec): 3 clusters
  Score: Raw -142554.389469 + Penalty 2329.537985 = -140224.851484
  nChanged 3
		SP:Iteration 40F (7139.390000 sec): 3 clusters
  Score: Raw -142557.020206 + Penalty 2329.537985 = -140227.482221
  nChanged 4
		SP:Iteration 41Q (7139.390000 sec): 3 clusters
  Score: Raw -142559.365753 + Penalty 2329.537985 = -140229.827768
  nChanged 0
		SP:Iteration 42F (7139.390000 sec): 3 clusters
  Score: Raw -142559.365753 + Penalty 2329.537985 = -140229.827768
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (1100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7139.400000 sec): 2 clusters
  Score: Raw -111094.118086 + Penalty 1137.998137 = -109956.119949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7139.400000 sec): 3 clusters
  Score: Raw -110744.869598 + Penalty 2275.996274 = -108468.873324
  nChanged 341
		SP:Iteration 1F (7139.410000 sec): 3 clusters
  Score: Raw -111070.521503 + Penalty 2275.996274 = -108794.525229
  nChanged 101
		SP:Iteration 2F (7139.410000 sec): 3 clusters
  Score: Raw -111226.757279 + Penalty 2275.996274 = -108950.761005
  nChanged 72
		SP:Iteration 3F (7139.410000 sec): 3 clusters
  Score: Raw -111325.654721 + Penalty 2275.996274 = -109049.658447
  nChanged 44
		SP:Iteration 4Q (7139.410000 sec): 3 clusters
  Score: Raw -111388.881243 + Penalty 2275.996274 = -109112.884968
  nChanged 38
		SP:Iteration 5Q (7139.420000 sec): 3 clusters
  Score: Raw -111466.194840 + Penalty 2275.996274 = -109190.198566
  nChanged 37
		SP:Iteration 6Q (7139.420000 sec): 3 clusters
  Score: Raw -111539.367794 + Penalty 2275.996274 = -109263.371520
  nChanged 34
		SP:Iteration 7Q (7139.420000 sec): 3 clusters
  Score: Raw -111598.839537 + Penalty 2275.996274 = -109322.843263
  nChanged 43
		SP:Iteration 8Q (7139.430000 sec): 3 clusters
  Score: Raw -111695.074992 + Penalty 2275.996274 = -109419.078718
  nChanged 33
		SP:Iteration 9Q (7139.430000 sec): 3 clusters
  Score: Raw -111747.288161 + Penalty 2275.996274 = -109471.291887
  nChanged 28
		SP:Iteration 10Q (7139.430000 sec): 3 clusters
  Score: Raw -111773.223687 + Penalty 2275.996274 = -109497.227413
  nChanged 26
		SP:Iteration 11Q (7139.430000 sec): 3 clusters
  Score: Raw -111804.147272 + Penalty 2275.996274 = -109528.150998
  nChanged 25
		SP:Iteration 12Q (7139.430000 sec): 3 clusters
  Score: Raw -111862.184123 + Penalty 2275.996274 = -109586.187849
  nChanged 30
		SP:Iteration 13Q (7139.440000 sec): 3 clusters
  Score: Raw -111916.163479 + Penalty 2275.996274 = -109640.167205
  nChanged 24
		SP:Iteration 14Q (7139.440000 sec): 3 clusters
  Score: Raw -111951.663923 + Penalty 2275.996274 = -109675.667649
  nChanged 16
		SP:Iteration 15Q (7139.440000 sec): 3 clusters
  Score: Raw -111970.181542 + Penalty 2275.996274 = -109694.185268
  nChanged 12
		SP:Iteration 16Q (7139.440000 sec): 3 clusters
  Score: Raw -111981.484749 + Penalty 2275.996274 = -109705.488475
  nChanged 7
		SP:Iteration 17Q (7139.450000 sec): 3 clusters
  Score: Raw -111987.220176 + Penalty 2275.996274 = -109711.223901
  nChanged 5
		SP:Iteration 18Q (7139.450000 sec): 3 clusters
  Score: Raw -111991.276319 + Penalty 2275.996274 = -109715.280045
  nChanged 5
		SP:Iteration 19Q (7139.450000 sec): 3 clusters
  Score: Raw -111996.714937 + Penalty 2275.996274 = -109720.718663
  nChanged 2
		SP:Iteration 20F (7139.450000 sec): 3 clusters
  Score: Raw -111998.284054 + Penalty 2275.996274 = -109722.287780
  nChanged 1
		SP:Iteration 21Q (7139.450000 sec): 3 clusters
  Score: Raw -111999.411352 + Penalty 2275.996274 = -109723.415078
  nChanged 1
		SP:Iteration 22Q (7139.460000 sec): 3 clusters
  Score: Raw -112000.673877 + Penalty 2275.996274 = -109724.677603
  nChanged 1
		SP:Iteration 23Q (7139.460000 sec): 3 clusters
  Score: Raw -112001.969939 + Penalty 2275.996274 = -109725.973664
  nChanged 1
		SP:Iteration 24Q (7139.460000 sec): 3 clusters
  Score: Raw -112002.924928 + Penalty 2275.996274 = -109726.928654
  nChanged 2
		SP:Iteration 25Q (7139.460000 sec): 3 clusters
  Score: Raw -112004.770628 + Penalty 2275.996274 = -109728.774354
  nChanged 0
		SP:Iteration 26F (7139.470000 sec): 3 clusters
  Score: Raw -112004.770628 + Penalty 2275.996274 = -109728.774354
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (33026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7139.570000 sec): 2 clusters
  Score: Raw -4043075.483784 + Penalty 1690.820691 = -4041384.663093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7139.660000 sec): 3 clusters
  Score: Raw -4022565.392600 + Penalty 3381.641383 = -4019183.751217
  nChanged 15214
		SP:Iteration 1F (7139.750000 sec): 3 clusters
  Score: Raw -4031358.360438 + Penalty 3381.641383 = -4027976.719055
  nChanged 1569
		SP:Iteration 2Q (7139.840000 sec): 3 clusters
  Score: Raw -4032049.141801 + Penalty 3381.641383 = -4028667.500418
  nChanged 1662
		SP:Iteration 3F (7139.930000 sec): 3 clusters
  Score: Raw -4032845.303508 + Penalty 3381.641383 = -4029463.662125
  nChanged 1615
		SP:Iteration 4Q (7140.020000 sec): 3 clusters
  Score: Raw -4033729.523115 + Penalty 3381.641383 = -4030347.881732
  nChanged 1666
		SP:Iteration 5F (7140.110000 sec): 3 clusters
  Score: Raw -4034634.586751 + Penalty 3381.641383 = -4031252.945368
  nChanged 1583
		SP:Iteration 6Q (7140.200000 sec): 3 clusters
  Score: Raw -4035412.642817 + Penalty 3381.641383 = -4032031.001434
  nChanged 1493
		SP:Iteration 7Q (7140.290000 sec): 3 clusters
  Score: Raw -4036053.579040 + Penalty 3381.641383 = -4032671.937657
  nChanged 1403
		SP:Iteration 8Q (7140.370000 sec): 3 clusters
  Score: Raw -4036608.648177 + Penalty 3381.641383 = -4033227.006794
  nChanged 1284
		SP:Iteration 9Q (7140.460000 sec): 3 clusters
  Score: Raw -4037155.119605 + Penalty 3381.641383 = -4033773.478223
  nChanged 1246
		SP:Iteration 10Q (7140.550000 sec): 3 clusters
  Score: Raw -4037731.612750 + Penalty 3381.641383 = -4034349.971367
  nChanged 1191
		SP:Iteration 11Q (7140.640000 sec): 3 clusters
  Score: Raw -4038324.834583 + Penalty 3381.641383 = -4034943.193200
  nChanged 1157
		SP:Iteration 12Q (7140.730000 sec): 3 clusters
  Score: Raw -4038897.269965 + Penalty 3381.641383 = -4035515.628582
  nChanged 1009
		SP:Iteration 13Q (7140.810000 sec): 3 clusters
  Score: Raw -4039340.029508 + Penalty 3381.641383 = -4035958.388125
  nChanged 838
		SP:Iteration 14Q (7140.900000 sec): 3 clusters
  Score: Raw -4039644.918762 + Penalty 3381.641383 = -4036263.277379
  nChanged 681
		SP:Iteration 15Q (7140.990000 sec): 3 clusters
  Score: Raw -4039874.236682 + Penalty 3381.641383 = -4036492.595299
  nChanged 547
		SP:Iteration 16Q (7141.080000 sec): 3 clusters
  Score: Raw -4040029.483460 + Penalty 3381.641383 = -4036647.842077
  nChanged 489
		SP:Iteration 17Q (7141.170000 sec): 3 clusters
  Score: Raw -4040176.593216 + Penalty 3381.641383 = -4036794.951833
  nChanged 462
		SP:Iteration 18Q (7141.250000 sec): 3 clusters
  Score: Raw -4040311.985175 + Penalty 3381.641383 = -4036930.343792
  nChanged 482
		SP:Iteration 19Q (7141.340000 sec): 3 clusters
  Score: Raw -4040440.859205 + Penalty 3381.641383 = -4037059.217822
  nChanged 450
		SP:Iteration 20F (7141.440000 sec): 3 clusters
  Score: Raw -4040557.484756 + Penalty 3381.641383 = -4037175.843373
  nChanged 422
		SP:Iteration 21Q (7141.520000 sec): 3 clusters
  Score: Raw -4040669.784256 + Penalty 3381.641383 = -4037288.142873
  nChanged 430
		SP:Iteration 22Q (7141.610000 sec): 3 clusters
  Score: Raw -4040787.428692 + Penalty 3381.641383 = -4037405.787309
  nChanged 425
		SP:Iteration 23Q (7141.700000 sec): 3 clusters
  Score: Raw -4040906.248378 + Penalty 3381.641383 = -4037524.606995
  nChanged 384
		SP:Iteration 24Q (7141.790000 sec): 3 clusters
  Score: Raw -4041009.772529 + Penalty 3381.641383 = -4037628.131146
  nChanged 391
		SP:Iteration 25Q (7141.880000 sec): 3 clusters
  Score: Raw -4041129.215161 + Penalty 3381.641383 = -4037747.573778
  nChanged 385
		SP:Iteration 26Q (7141.960000 sec): 3 clusters
  Score: Raw -4041244.893769 + Penalty 3381.641383 = -4037863.252386
  nChanged 374
		SP:Iteration 27Q (7142.040000 sec): 3 clusters
  Score: Raw -4041359.146358 + Penalty 3381.641383 = -4037977.504975
  nChanged 378
		SP:Iteration 28Q (7142.130000 sec): 3 clusters
  Score: Raw -4041465.946656 + Penalty 3381.641383 = -4038084.305273
  nChanged 352
		SP:Iteration 29Q (7142.220000 sec): 3 clusters
  Score: Raw -4041567.490733 + Penalty 3381.641383 = -4038185.849350
  nChanged 351
		SP:Iteration 30Q (7142.300000 sec): 3 clusters
  Score: Raw -4041669.650901 + Penalty 3381.641383 = -4038288.009518
  nChanged 388
		SP:Iteration 31Q (7142.380000 sec): 3 clusters
  Score: Raw -4041789.592704 + Penalty 3381.641383 = -4038407.951321
  nChanged 385
		SP:Iteration 32Q (7142.460000 sec): 3 clusters
  Score: Raw -4041904.107236 + Penalty 3381.641383 = -4038522.465853
  nChanged 363
		SP:Iteration 33Q (7142.540000 sec): 3 clusters
  Score: Raw -4042031.267992 + Penalty 3381.641383 = -4038649.626609
  nChanged 385
		SP:Iteration 34Q (7142.620000 sec): 3 clusters
  Score: Raw -4042186.913647 + Penalty 3381.641383 = -4038805.272264
  nChanged 394
		SP:Iteration 35Q (7142.700000 sec): 3 clusters
  Score: Raw -4042358.116694 + Penalty 3381.641383 = -4038976.475312
  nChanged 405
		SP:Iteration 36Q (7142.780000 sec): 3 clusters
  Score: Raw -4042552.368953 + Penalty 3381.641383 = -4039170.727570
  nChanged 415
		SP:Iteration 37Q (7142.860000 sec): 3 clusters
  Score: Raw -4042783.346442 + Penalty 3381.641383 = -4039401.705059
  nChanged 408
		SP:Iteration 38Q (7142.940000 sec): 3 clusters
  Score: Raw -4043035.228885 + Penalty 3381.641383 = -4039653.587502
  nChanged 396
		SP:Iteration 39Q (7143.020000 sec): 3 clusters
  Score: Raw -4043277.702485 + Penalty 3381.641383 = -4039896.061102
  nChanged 371
		SP:Iteration 40F (7143.110000 sec): 3 clusters
  Score: Raw -4043491.300064 + Penalty 3381.641383 = -4040109.658681
  nChanged 313
		SP:Iteration 41Q (7143.180000 sec): 3 clusters
  Score: Raw -4043652.731910 + Penalty 3381.641383 = -4040271.090527
  nChanged 250
		SP:Iteration 42Q (7143.260000 sec): 3 clusters
  Score: Raw -4043748.974636 + Penalty 3381.641383 = -4040367.333253
  nChanged 214
		SP:Iteration 43Q (7143.330000 sec): 3 clusters
  Score: Raw -4043826.921996 + Penalty 3381.641383 = -4040445.280613
  nChanged 181
		SP:Iteration 44Q (7143.410000 sec): 3 clusters
  Score: Raw -4043873.983688 + Penalty 3381.641383 = -4040492.342305
  nChanged 128
		SP:Iteration 45Q (7143.480000 sec): 3 clusters
  Score: Raw -4043898.642547 + Penalty 3381.641383 = -4040517.001164
  nChanged 110
		SP:Iteration 46Q (7143.550000 sec): 3 clusters
  Score: Raw -4043915.350946 + Penalty 3381.641383 = -4040533.709564
  nChanged 90
		SP:Iteration 47Q (7143.620000 sec): 3 clusters
  Score: Raw -4043928.952823 + Penalty 3381.641383 = -4040547.311440
  nChanged 84
		SP:Iteration 48Q (7143.700000 sec): 3 clusters
  Score: Raw -4043940.419181 + Penalty 3381.641383 = -4040558.777798
  nChanged 57
		SP:Iteration 49Q (7143.770000 sec): 3 clusters
  Score: Raw -4043946.587815 + Penalty 3381.641383 = -4040564.946432
  nChanged 46
		SP:Iteration 50Q (7143.840000 sec): 3 clusters
  Score: Raw -4043950.957447 + Penalty 3381.641383 = -4040569.316064
  nChanged 31
		SP:Iteration 51Q (7143.910000 sec): 3 clusters
  Score: Raw -4043954.047718 + Penalty 3381.641383 = -4040572.406335
  nChanged 30
		SP:Iteration 52Q (7143.980000 sec): 3 clusters
  Score: Raw -4043956.777805 + Penalty 3381.641383 = -4040575.136422
  nChanged 29
		SP:Iteration 53Q (7144.060000 sec): 3 clusters
  Score: Raw -4043959.636908 + Penalty 3381.641383 = -4040577.995525
  nChanged 24
		SP:Iteration 54Q (7144.120000 sec): 3 clusters
  Score: Raw -4043961.762865 + Penalty 3381.641383 = -4040580.121482
  nChanged 28
		SP:Iteration 55Q (7144.200000 sec): 3 clusters
  Score: Raw -4043965.021670 + Penalty 3381.641383 = -4040583.380287
  nChanged 37
		SP:Iteration 56Q (7144.270000 sec): 3 clusters
  Score: Raw -4043969.605871 + Penalty 3381.641383 = -4040587.964488
  nChanged 36
		SP:Iteration 57Q (7144.340000 sec): 3 clusters
  Score: Raw -4043973.890809 + Penalty 3381.641383 = -4040592.249426
  nChanged 35
		SP:Iteration 58Q (7144.410000 sec): 3 clusters
  Score: Raw -4043976.956599 + Penalty 3381.641383 = -4040595.315216
  nChanged 33
		SP:Iteration 59Q (7144.480000 sec): 3 clusters
  Score: Raw -4043980.244496 + Penalty 3381.641383 = -4040598.603113
  nChanged 36
		SP:Iteration 60F (7144.570000 sec): 3 clusters
  Score: Raw -4043984.141911 + Penalty 3381.641383 = -4040602.500528
  nChanged 43
		SP:Iteration 61Q (7144.640000 sec): 3 clusters
  Score: Raw -4043989.118466 + Penalty 3381.641383 = -4040607.477083
  nChanged 38
		SP:Iteration 62Q (7144.710000 sec): 3 clusters
  Score: Raw -4043993.401764 + Penalty 3381.641383 = -4040611.760381
  nChanged 42
		SP:Iteration 63Q (7144.780000 sec): 3 clusters
  Score: Raw -4043998.729184 + Penalty 3381.641383 = -4040617.087801
  nChanged 36
		SP:Iteration 64Q (7144.850000 sec): 3 clusters
  Score: Raw -4044002.416992 + Penalty 3381.641383 = -4040620.775609
  nChanged 24
		SP:Iteration 65Q (7144.920000 sec): 3 clusters
  Score: Raw -4044005.362639 + Penalty 3381.641383 = -4040623.721256
  nChanged 30
		SP:Iteration 66Q (7144.990000 sec): 3 clusters
  Score: Raw -4044008.838409 + Penalty 3381.641383 = -4040627.197026
  nChanged 29
		SP:Iteration 67Q (7145.060000 sec): 3 clusters
  Score: Raw -4044011.840173 + Penalty 3381.641383 = -4040630.198790
  nChanged 31
		SP:Iteration 68Q (7145.130000 sec): 3 clusters
  Score: Raw -4044015.408105 + Penalty 3381.641383 = -4040633.766722
  nChanged 29
		SP:Iteration 69Q (7145.200000 sec): 3 clusters
  Score: Raw -4044018.245210 + Penalty 3381.641383 = -4040636.603827
  nChanged 24
		SP:Iteration 70Q (7145.270000 sec): 3 clusters
  Score: Raw -4044021.005060 + Penalty 3381.641383 = -4040639.363677
  nChanged 30
		SP:Iteration 71Q (7145.340000 sec): 3 clusters
  Score: Raw -4044024.355941 + Penalty 3381.641383 = -4040642.714558
  nChanged 31
		SP:Iteration 72Q (7145.400000 sec): 3 clusters
  Score: Raw -4044028.179987 + Penalty 3381.641383 = -4040646.538604
  nChanged 28
		SP:Iteration 73Q (7145.480000 sec): 3 clusters
  Score: Raw -4044030.762520 + Penalty 3381.641383 = -4040649.121137
  nChanged 22
		SP:Iteration 74Q (7145.540000 sec): 3 clusters
  Score: Raw -4044032.802463 + Penalty 3381.641383 = -4040651.161080
  nChanged 25
		SP:Iteration 75Q (7145.610000 sec): 3 clusters
  Score: Raw -4044036.073583 + Penalty 3381.641383 = -4040654.432200
  nChanged 29
		SP:Iteration 76Q (7145.680000 sec): 3 clusters
  Score: Raw -4044038.980934 + Penalty 3381.641383 = -4040657.339551
  nChanged 22
		SP:Iteration 77Q (7145.760000 sec): 3 clusters
  Score: Raw -4044040.892700 + Penalty 3381.641383 = -4040659.251317
  nChanged 12
		SP:Iteration 78Q (7145.820000 sec): 3 clusters
  Score: Raw -4044041.948151 + Penalty 3381.641383 = -4040660.306768
  nChanged 17
		SP:Iteration 79Q (7145.890000 sec): 3 clusters
  Score: Raw -4044044.020995 + Penalty 3381.641383 = -4040662.379612
  nChanged 15
		SP:Iteration 80F (7145.980000 sec): 3 clusters
  Score: Raw -4044045.735086 + Penalty 3381.641383 = -4040664.093703
  nChanged 16
		SP:Iteration 81Q (7146.050000 sec): 3 clusters
  Score: Raw -4044047.911422 + Penalty 3381.641383 = -4040666.270039
  nChanged 17
		SP:Iteration 82Q (7146.120000 sec): 3 clusters
  Score: Raw -4044049.530913 + Penalty 3381.641383 = -4040667.889530
  nChanged 19
		SP:Iteration 83Q (7146.190000 sec): 3 clusters
  Score: Raw -4044051.205900 + Penalty 3381.641383 = -4040669.564517
  nChanged 15
		SP:Iteration 84Q (7146.260000 sec): 3 clusters
  Score: Raw -4044052.351326 + Penalty 3381.641383 = -4040670.709943
  nChanged 12
		SP:Iteration 85Q (7146.330000 sec): 3 clusters
  Score: Raw -4044053.135741 + Penalty 3381.641383 = -4040671.494358
  nChanged 10
		SP:Iteration 86Q (7146.400000 sec): 3 clusters
  Score: Raw -4044053.839715 + Penalty 3381.641383 = -4040672.198332
  nChanged 11
		SP:Iteration 87Q (7146.470000 sec): 3 clusters
  Score: Raw -4044054.853824 + Penalty 3381.641383 = -4040673.212441
  nChanged 12
		SP:Iteration 88Q (7146.540000 sec): 3 clusters
  Score: Raw -4044055.752240 + Penalty 3381.641383 = -4040674.110857
  nChanged 8
		SP:Iteration 89Q (7146.610000 sec): 3 clusters
  Score: Raw -4044056.352578 + Penalty 3381.641383 = -4040674.711195
  nChanged 14
		SP:Iteration 90Q (7146.680000 sec): 3 clusters
  Score: Raw -4044057.466658 + Penalty 3381.641383 = -4040675.825276
  nChanged 13
		SP:Iteration 91Q (7146.750000 sec): 3 clusters
  Score: Raw -4044058.719504 + Penalty 3381.641383 = -4040677.078121
  nChanged 8
		SP:Iteration 92Q (7146.820000 sec): 3 clusters
  Score: Raw -4044059.447133 + Penalty 3381.641383 = -4040677.805750
  nChanged 7
		SP:Iteration 93Q (7146.890000 sec): 3 clusters
  Score: Raw -4044060.011635 + Penalty 3381.641383 = -4040678.370252
  nChanged 5
		SP:Iteration 94Q (7146.960000 sec): 3 clusters
  Score: Raw -4044060.403429 + Penalty 3381.641383 = -4040678.762046
  nChanged 9
		SP:Iteration 95Q (7147.020000 sec): 3 clusters
  Score: Raw -4044060.896093 + Penalty 3381.641383 = -4040679.254710
  nChanged 2
		SP:Iteration 96Q (7147.100000 sec): 3 clusters
  Score: Raw -4044061.033998 + Penalty 3381.641383 = -4040679.392615
  nChanged 1
		SP:Iteration 97Q (7147.170000 sec): 3 clusters
  Score: Raw -4044061.084768 + Penalty 3381.641383 = -4040679.443385
  nChanged 2
		SP:Iteration 98Q (7147.240000 sec): 3 clusters
  Score: Raw -4044061.193193 + Penalty 3381.641383 = -4040679.551810
  nChanged 1
		SP:Iteration 99Q (7147.310000 sec): 3 clusters
  Score: Raw -4044061.210465 + Penalty 3381.641383 = -4040679.569082
  nChanged 0
		SP:Iteration 100F (7147.400000 sec): 3 clusters
  Score: Raw -4044061.210465 + Penalty 3381.641383 = -4040679.569082
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7147.440000 sec): 2 clusters
  Score: Raw -1155076.489575 + Penalty 1496.988768 = -1153579.500807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7147.460000 sec): 3 clusters
  Score: Raw -1149409.349284 + Penalty 2993.977535 = -1146415.371749
  nChanged 4347
		SP:Iteration 1F (7147.490000 sec): 3 clusters
  Score: Raw -1151734.033866 + Penalty 2993.977535 = -1148740.056331
  nChanged 587
		SP:Iteration 2F (7147.520000 sec): 3 clusters
  Score: Raw -1151964.732004 + Penalty 2993.977535 = -1148970.754469
  nChanged 460
		SP:Iteration 3Q (7147.540000 sec): 3 clusters
  Score: Raw -1152130.413850 + Penalty 2993.977535 = -1149136.436315
  nChanged 393
		SP:Iteration 4Q (7147.560000 sec): 3 clusters
  Score: Raw -1152278.238263 + Penalty 2993.977535 = -1149284.260728
  nChanged 385
		SP:Iteration 5Q (7147.590000 sec): 3 clusters
  Score: Raw -1152446.494171 + Penalty 2993.977535 = -1149452.516636
  nChanged 387
		SP:Iteration 6Q (7147.620000 sec): 3 clusters
  Score: Raw -1152634.784221 + Penalty 2993.977535 = -1149640.806686
  nChanged 374
		SP:Iteration 7Q (7147.640000 sec): 3 clusters
  Score: Raw -1152827.876853 + Penalty 2993.977535 = -1149833.899318
  nChanged 357
		SP:Iteration 8Q (7147.670000 sec): 3 clusters
  Score: Raw -1153027.604939 + Penalty 2993.977535 = -1150033.627404
  nChanged 370
		SP:Iteration 9Q (7147.690000 sec): 3 clusters
  Score: Raw -1153241.130865 + Penalty 2993.977535 = -1150247.153330
  nChanged 381
		SP:Iteration 10Q (7147.720000 sec): 3 clusters
  Score: Raw -1153490.906618 + Penalty 2993.977535 = -1150496.929083
  nChanged 378
		SP:Iteration 11Q (7147.740000 sec): 3 clusters
  Score: Raw -1153737.140589 + Penalty 2993.977535 = -1150743.163054
  nChanged 326
		SP:Iteration 12Q (7147.770000 sec): 3 clusters
  Score: Raw -1153973.614044 + Penalty 2993.977535 = -1150979.636509
  nChanged 332
		SP:Iteration 13Q (7147.790000 sec): 3 clusters
  Score: Raw -1154223.856878 + Penalty 2993.977535 = -1151229.879343
  nChanged 277
		SP:Iteration 14Q (7147.820000 sec): 3 clusters
  Score: Raw -1154452.628584 + Penalty 2993.977535 = -1151458.651049
  nChanged 254
		SP:Iteration 15Q (7147.840000 sec): 3 clusters
  Score: Raw -1154672.855367 + Penalty 2993.977535 = -1151678.877832
  nChanged 215
		SP:Iteration 16Q (7147.860000 sec): 3 clusters
  Score: Raw -1154870.808089 + Penalty 2993.977535 = -1151876.830554
  nChanged 169
		SP:Iteration 17Q (7147.880000 sec): 3 clusters
  Score: Raw -1155005.975164 + Penalty 2993.977535 = -1152011.997629
  nChanged 144
		SP:Iteration 18Q (7147.900000 sec): 3 clusters
  Score: Raw -1155107.666618 + Penalty 2993.977535 = -1152113.689083
  nChanged 124
		SP:Iteration 19Q (7147.920000 sec): 3 clusters
  Score: Raw -1155193.879648 + Penalty 2993.977535 = -1152199.902113
  nChanged 100
		SP:Iteration 20F (7147.950000 sec): 3 clusters
  Score: Raw -1155255.649165 + Penalty 2993.977535 = -1152261.671630
  nChanged 75
		SP:Iteration 21Q (7147.970000 sec): 3 clusters
  Score: Raw -1155292.519618 + Penalty 2993.977535 = -1152298.542083
  nChanged 50
		SP:Iteration 22Q (7147.990000 sec): 3 clusters
  Score: Raw -1155319.775668 + Penalty 2993.977535 = -1152325.798133
  nChanged 44
		SP:Iteration 23Q (7148.010000 sec): 3 clusters
  Score: Raw -1155339.331995 + Penalty 2993.977535 = -1152345.354460
  nChanged 29
		SP:Iteration 24Q (7148.030000 sec): 3 clusters
  Score: Raw -1155347.616814 + Penalty 2993.977535 = -1152353.639279
  nChanged 19
		SP:Iteration 25Q (7148.050000 sec): 3 clusters
  Score: Raw -1155353.969902 + Penalty 2993.977535 = -1152359.992367
  nChanged 16
		SP:Iteration 26Q (7148.070000 sec): 3 clusters
  Score: Raw -1155360.330790 + Penalty 2993.977535 = -1152366.353255
  nChanged 9
		SP:Iteration 27Q (7148.090000 sec): 3 clusters
  Score: Raw -1155363.680790 + Penalty 2993.977535 = -1152369.703255
  nChanged 6
		SP:Iteration 28Q (7148.100000 sec): 3 clusters
  Score: Raw -1155366.514268 + Penalty 2993.977535 = -1152372.536733
  nChanged 11
		SP:Iteration 29Q (7148.120000 sec): 3 clusters
  Score: Raw -1155371.564534 + Penalty 2993.977535 = -1152377.586999
  nChanged 15
		SP:Iteration 30Q (7148.140000 sec): 3 clusters
  Score: Raw -1155377.588172 + Penalty 2993.977535 = -1152383.610637
  nChanged 16
		SP:Iteration 31Q (7148.160000 sec): 3 clusters
  Score: Raw -1155385.086988 + Penalty 2993.977535 = -1152391.109453
  nChanged 10
		SP:Iteration 32Q (7148.180000 sec): 3 clusters
  Score: Raw -1155387.956444 + Penalty 2993.977535 = -1152393.978909
  nChanged 4
		SP:Iteration 33Q (7148.200000 sec): 3 clusters
  Score: Raw -1155389.312130 + Penalty 2993.977535 = -1152395.334595
  nChanged 6
		SP:Iteration 34Q (7148.220000 sec): 3 clusters
  Score: Raw -1155391.267636 + Penalty 2993.977535 = -1152397.290101
  nChanged 6
		SP:Iteration 35Q (7148.240000 sec): 3 clusters
  Score: Raw -1155393.098909 + Penalty 2993.977535 = -1152399.121374
  nChanged 7
		SP:Iteration 36Q (7148.260000 sec): 3 clusters
  Score: Raw -1155394.805138 + Penalty 2993.977535 = -1152400.827603
  nChanged 7
		SP:Iteration 37Q (7148.280000 sec): 3 clusters
  Score: Raw -1155399.416158 + Penalty 2993.977535 = -1152405.438623
  nChanged 13
		SP:Iteration 38Q (7148.300000 sec): 3 clusters
  Score: Raw -1155408.444483 + Penalty 2993.977535 = -1152414.466948
  nChanged 14
		SP:Iteration 39Q (7148.320000 sec): 3 clusters
  Score: Raw -1155414.642147 + Penalty 2993.977535 = -1152420.664612
  nChanged 10
		SP:Iteration 40F (7148.340000 sec): 3 clusters
  Score: Raw -1155418.404299 + Penalty 2993.977535 = -1152424.426764
  nChanged 6
		SP:Iteration 41Q (7148.360000 sec): 3 clusters
  Score: Raw -1155420.919800 + Penalty 2993.977535 = -1152426.942265
  nChanged 3
		SP:Iteration 42Q (7148.380000 sec): 3 clusters
  Score: Raw -1155421.874237 + Penalty 2993.977535 = -1152427.896702
  nChanged 3
		SP:Iteration 43Q (7148.400000 sec): 3 clusters
  Score: Raw -1155422.909777 + Penalty 2993.977535 = -1152428.932241
  nChanged 5
		SP:Iteration 44Q (7148.420000 sec): 3 clusters
  Score: Raw -1155424.114680 + Penalty 2993.977535 = -1152430.137145
  nChanged 2
		SP:Iteration 45Q (7148.440000 sec): 3 clusters
  Score: Raw -1155424.822329 + Penalty 2993.977535 = -1152430.844794
  nChanged 2
		SP:Iteration 46Q (7148.460000 sec): 3 clusters
  Score: Raw -1155425.594611 + Penalty 2993.977535 = -1152431.617076
  nChanged 1
		SP:Iteration 47Q (7148.480000 sec): 3 clusters
  Score: Raw -1155425.900059 + Penalty 2993.977535 = -1152431.922523
  nChanged 0
		SP:Iteration 48F (7148.500000 sec): 3 clusters
  Score: Raw -1155425.900059 + Penalty 2993.977535 = -1152431.922523
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7148.520000 sec): 2 clusters
  Score: Raw -486069.033236 + Penalty 1355.788831 = -484713.244405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7148.530000 sec): 3 clusters
  Score: Raw -484009.457009 + Penalty 2711.577661 = -481297.879348
  nChanged 1647
		SP:Iteration 1F (7148.540000 sec): 3 clusters
  Score: Raw -484982.210158 + Penalty 2711.577661 = -482270.632496
  nChanged 326
		SP:Iteration 2F (7148.550000 sec): 3 clusters
  Score: Raw -485189.218233 + Penalty 2711.577661 = -482477.640571
  nChanged 243
		SP:Iteration 3F (7148.560000 sec): 3 clusters
  Score: Raw -485336.088622 + Penalty 2711.577661 = -482624.510961
  nChanged 187
		SP:Iteration 4Q (7148.580000 sec): 3 clusters
  Score: Raw -485451.528644 + Penalty 2711.577661 = -482739.950982
  nChanged 186
		SP:Iteration 5Q (7148.580000 sec): 3 clusters
  Score: Raw -485575.601795 + Penalty 2711.577661 = -482864.024133
  nChanged 163
		SP:Iteration 6Q (7148.600000 sec): 3 clusters
  Score: Raw -485683.382994 + Penalty 2711.577661 = -482971.805332
  nChanged 150
		SP:Iteration 7Q (7148.610000 sec): 3 clusters
  Score: Raw -485792.803108 + Penalty 2711.577661 = -483081.225447
  nChanged 153
		SP:Iteration 8Q (7148.620000 sec): 3 clusters
  Score: Raw -485933.782931 + Penalty 2711.577661 = -483222.205270
  nChanged 137
		SP:Iteration 9Q (7148.630000 sec): 3 clusters
  Score: Raw -486052.323183 + Penalty 2711.577661 = -483340.745522
  nChanged 102
		SP:Iteration 10Q (7148.640000 sec): 3 clusters
  Score: Raw -486131.445042 + Penalty 2711.577661 = -483419.867380
  nChanged 62
		SP:Iteration 11Q (7148.650000 sec): 3 clusters
  Score: Raw -486173.898982 + Penalty 2711.577661 = -483462.321320
  nChanged 50
		SP:Iteration 12Q (7148.660000 sec): 3 clusters
  Score: Raw -486205.163933 + Penalty 2711.577661 = -483493.586272
  nChanged 35
		SP:Iteration 13Q (7148.670000 sec): 3 clusters
  Score: Raw -486224.163984 + Penalty 2711.577661 = -483512.586323
  nChanged 20
		SP:Iteration 14Q (7148.680000 sec): 3 clusters
  Score: Raw -486236.921052 + Penalty 2711.577661 = -483525.343391
  nChanged 21
		SP:Iteration 15Q (7148.690000 sec): 3 clusters
  Score: Raw -486251.630264 + Penalty 2711.577661 = -483540.052603
  nChanged 18
		SP:Iteration 16Q (7148.700000 sec): 3 clusters
  Score: Raw -486263.351223 + Penalty 2711.577661 = -483551.773562
  nChanged 18
		SP:Iteration 17Q (7148.710000 sec): 3 clusters
  Score: Raw -486278.972438 + Penalty 2711.577661 = -483567.394776
  nChanged 20
		SP:Iteration 18Q (7148.720000 sec): 3 clusters
  Score: Raw -486292.650174 + Penalty 2711.577661 = -483581.072512
  nChanged 14
		SP:Iteration 19Q (7148.730000 sec): 3 clusters
  Score: Raw -486301.595750 + Penalty 2711.577661 = -483590.018089
  nChanged 7
		SP:Iteration 20F (7148.740000 sec): 3 clusters
  Score: Raw -486305.440584 + Penalty 2711.577661 = -483593.862923
  nChanged 6
		SP:Iteration 21Q (7148.750000 sec): 3 clusters
  Score: Raw -486309.232797 + Penalty 2711.577661 = -483597.655136
  nChanged 9
		SP:Iteration 22Q (7148.760000 sec): 3 clusters
  Score: Raw -486314.151827 + Penalty 2711.577661 = -483602.574166
  nChanged 8
		SP:Iteration 23Q (7148.770000 sec): 3 clusters
  Score: Raw -486319.434053 + Penalty 2711.577661 = -483607.856392
  nChanged 3
		SP:Iteration 24Q (7148.780000 sec): 3 clusters
  Score: Raw -486321.272296 + Penalty 2711.577661 = -483609.694635
  nChanged 2
		SP:Iteration 25Q (7148.790000 sec): 3 clusters
  Score: Raw -486322.340080 + Penalty 2711.577661 = -483610.762418
  nChanged 3
		SP:Iteration 26Q (7148.800000 sec): 3 clusters
  Score: Raw -486323.517737 + Penalty 2711.577661 = -483611.940076
  nChanged 2
		SP:Iteration 27Q (7148.810000 sec): 3 clusters
  Score: Raw -486325.774099 + Penalty 2711.577661 = -483614.196437
  nChanged 4
		SP:Iteration 28Q (7148.820000 sec): 3 clusters
  Score: Raw -486329.465017 + Penalty 2711.577661 = -483617.887355
  nChanged 3
		SP:Iteration 29Q (7148.830000 sec): 3 clusters
  Score: Raw -486331.901184 + Penalty 2711.577661 = -483620.323522
  nChanged 2
		SP:Iteration 30Q (7148.840000 sec): 3 clusters
  Score: Raw -486332.527478 + Penalty 2711.577661 = -483620.949816
  nChanged 0
		SP:Iteration 31F (7148.850000 sec): 3 clusters
  Score: Raw -486332.527478 + Penalty 2711.577661 = -483620.949816
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7148.860000 sec): 2 clusters
  Score: Raw -148844.975641 + Penalty 1174.022428 = -147670.953213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7148.860000 sec): 3 clusters
  Score: Raw -148389.524137 + Penalty 2348.044857 = -146041.479280
  nChanged 459
		SP:Iteration 1F (7148.870000 sec): 3 clusters
  Score: Raw -148784.516024 + Penalty 2348.044857 = -146436.471167
  nChanged 108
		SP:Iteration 2F (7148.870000 sec): 3 clusters
  Score: Raw -148904.915338 + Penalty 2348.044857 = -146556.870481
  nChanged 81
		SP:Iteration 3F (7148.880000 sec): 3 clusters
  Score: Raw -148983.330775 + Penalty 2348.044857 = -146635.285919
  nChanged 59
		SP:Iteration 4Q (7148.880000 sec): 3 clusters
  Score: Raw -149030.558166 + Penalty 2348.044857 = -146682.513309
  nChanged 46
		SP:Iteration 5Q (7148.880000 sec): 3 clusters
  Score: Raw -149073.521804 + Penalty 2348.044857 = -146725.476947
  nChanged 51
		SP:Iteration 6Q (7148.880000 sec): 3 clusters
  Score: Raw -149122.731450 + Penalty 2348.044857 = -146774.686593
  nChanged 42
		SP:Iteration 7Q (7148.890000 sec): 3 clusters
  Score: Raw -149172.030047 + Penalty 2348.044857 = -146823.985190
  nChanged 38
		SP:Iteration 8Q (7148.890000 sec): 3 clusters
  Score: Raw -149217.025416 + Penalty 2348.044857 = -146868.980559
  nChanged 37
		SP:Iteration 9Q (7148.900000 sec): 3 clusters
  Score: Raw -149252.621089 + Penalty 2348.044857 = -146904.576233
  nChanged 37
		SP:Iteration 10Q (7148.900000 sec): 3 clusters
  Score: Raw -149300.019385 + Penalty 2348.044857 = -146951.974528
  nChanged 28
		SP:Iteration 11Q (7148.900000 sec): 3 clusters
  Score: Raw -149324.355706 + Penalty 2348.044857 = -146976.310849
  nChanged 19
		SP:Iteration 12Q (7148.900000 sec): 3 clusters
  Score: Raw -149342.862815 + Penalty 2348.044857 = -146994.817958
  nChanged 15
		SP:Iteration 13Q (7148.910000 sec): 3 clusters
  Score: Raw -149355.119278 + Penalty 2348.044857 = -147007.074421
  nChanged 14
		SP:Iteration 14Q (7148.910000 sec): 3 clusters
  Score: Raw -149363.791847 + Penalty 2348.044857 = -147015.746991
  nChanged 12
		SP:Iteration 15Q (7148.920000 sec): 3 clusters
  Score: Raw -149373.301656 + Penalty 2348.044857 = -147025.256799
  nChanged 11
		SP:Iteration 16Q (7148.920000 sec): 3 clusters
  Score: Raw -149380.387121 + Penalty 2348.044857 = -147032.342264
  nChanged 9
		SP:Iteration 17Q (7148.920000 sec): 3 clusters
  Score: Raw -149386.861886 + Penalty 2348.044857 = -147038.817029
  nChanged 4
		SP:Iteration 18Q (7148.920000 sec): 3 clusters
  Score: Raw -149390.106076 + Penalty 2348.044857 = -147042.061219
  nChanged 4
		SP:Iteration 19Q (7148.930000 sec): 3 clusters
  Score: Raw -149392.222498 + Penalty 2348.044857 = -147044.177641
  nChanged 2
		SP:Iteration 20F (7148.930000 sec): 3 clusters
  Score: Raw -149392.742544 + Penalty 2348.044857 = -147044.697687
  nChanged 1
		SP:Iteration 21Q (7148.940000 sec): 3 clusters
  Score: Raw -149393.252329 + Penalty 2348.044857 = -147045.207473
  nChanged 1
		SP:Iteration 22Q (7148.940000 sec): 3 clusters
  Score: Raw -149394.096007 + Penalty 2348.044857 = -147046.051150
  nChanged 2
		SP:Iteration 23Q (7148.940000 sec): 3 clusters
  Score: Raw -149394.890154 + Penalty 2348.044857 = -147046.845297
  nChanged 0
		SP:Iteration 24F (7148.940000 sec): 3 clusters
  Score: Raw -149394.890154 + Penalty 2348.044857 = -147046.845297
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7149.040000 sec): 2 clusters
  Score: Raw -3326257.672385 + Penalty 1666.412865 = -3324591.259520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7149.120000 sec): 3 clusters
  Score: Raw -3308695.666553 + Penalty 3332.825731 = -3305362.840822
  nChanged 13012
		SP:Iteration 1F (7149.200000 sec): 3 clusters
  Score: Raw -3316142.741923 + Penalty 3332.825731 = -3312809.916192
  nChanged 1377
		SP:Iteration 2Q (7149.270000 sec): 3 clusters
  Score: Raw -3316640.191856 + Penalty 3332.825731 = -3313307.366125
  nChanged 1378
		SP:Iteration 3Q (7149.350000 sec): 3 clusters
  Score: Raw -3317192.020816 + Penalty 3332.825731 = -3313859.195086
  nChanged 1383
		SP:Iteration 4Q (7149.430000 sec): 3 clusters
  Score: Raw -3317860.312473 + Penalty 3332.825731 = -3314527.486742
  nChanged 1535
		SP:Iteration 5F (7149.500000 sec): 3 clusters
  Score: Raw -3318748.127491 + Penalty 3332.825731 = -3315415.301761
  nChanged 1720
		SP:Iteration 6F (7149.580000 sec): 3 clusters
  Score: Raw -3319928.938399 + Penalty 3332.825731 = -3316596.112669
  nChanged 1787
		SP:Iteration 7F (7149.660000 sec): 3 clusters
  Score: Raw -3321278.120081 + Penalty 3332.825731 = -3317945.294350
  nChanged 1684
		SP:Iteration 8F (7149.730000 sec): 3 clusters
  Score: Raw -3322628.611722 + Penalty 3332.825731 = -3319295.785991
  nChanged 1437
		SP:Iteration 9F (7149.810000 sec): 3 clusters
  Score: Raw -3323820.575073 + Penalty 3332.825731 = -3320487.749343
  nChanged 1159
		SP:Iteration 10Q (7149.880000 sec): 3 clusters
  Score: Raw -3324817.497669 + Penalty 3332.825731 = -3321484.671938
  nChanged 807
		SP:Iteration 11Q (7149.950000 sec): 3 clusters
  Score: Raw -3325490.594565 + Penalty 3332.825731 = -3322157.768834
  nChanged 539
		SP:Iteration 12Q (7150.010000 sec): 3 clusters
  Score: Raw -3325936.348720 + Penalty 3332.825731 = -3322603.522989
  nChanged 334
		SP:Iteration 13Q (7150.080000 sec): 3 clusters
  Score: Raw -3326238.946759 + Penalty 3332.825731 = -3322906.121029
  nChanged 195
		SP:Iteration 14Q (7150.140000 sec): 3 clusters
  Score: Raw -3326398.110491 + Penalty 3332.825731 = -3323065.284761
  nChanged 141
		SP:Iteration 15Q (7150.190000 sec): 3 clusters
  Score: Raw -3326500.922693 + Penalty 3332.825731 = -3323168.096963
  nChanged 82
		SP:Iteration 16Q (7150.250000 sec): 3 clusters
  Score: Raw -3326556.225380 + Penalty 3332.825731 = -3323223.399649
  nChanged 66
		SP:Iteration 17Q (7150.300000 sec): 3 clusters
  Score: Raw -3326595.295798 + Penalty 3332.825731 = -3323262.470067
  nChanged 31
		SP:Iteration 18Q (7150.360000 sec): 3 clusters
  Score: Raw -3326611.376082 + Penalty 3332.825731 = -3323278.550351
  nChanged 22
		SP:Iteration 19Q (7150.420000 sec): 3 clusters
  Score: Raw -3326620.256056 + Penalty 3332.825731 = -3323287.430325
  nChanged 11
		SP:Iteration 20F (7150.490000 sec): 3 clusters
  Score: Raw -3326623.758363 + Penalty 3332.825731 = -3323290.932633
  nChanged 9
		SP:Iteration 21Q (7150.540000 sec): 3 clusters
  Score: Raw -3326626.816462 + Penalty 3332.825731 = -3323293.990731
  nChanged 4
		SP:Iteration 22Q (7150.600000 sec): 3 clusters
  Score: Raw -3326628.745308 + Penalty 3332.825731 = -3323295.919577
  nChanged 3
		SP:Iteration 23Q (7150.660000 sec): 3 clusters
  Score: Raw -3326629.668717 + Penalty 3332.825731 = -3323296.842986
  nChanged 5
		SP:Iteration 24Q (7150.710000 sec): 3 clusters
  Score: Raw -3326631.120475 + Penalty 3332.825731 = -3323298.294745
  nChanged 5
		SP:Iteration 25Q (7150.760000 sec): 3 clusters
  Score: Raw -3326632.460923 + Penalty 3332.825731 = -3323299.635192
  nChanged 6
		SP:Iteration 26Q (7150.820000 sec): 3 clusters
  Score: Raw -3326634.834011 + Penalty 3332.825731 = -3323302.008280
  nChanged 5
		SP:Iteration 27Q (7150.870000 sec): 3 clusters
  Score: Raw -3326637.982674 + Penalty 3332.825731 = -3323305.156944
  nChanged 5
		SP:Iteration 28Q (7150.930000 sec): 3 clusters
  Score: Raw -3326640.269958 + Penalty 3332.825731 = -3323307.444227
  nChanged 2
		SP:Iteration 29Q (7150.980000 sec): 3 clusters
  Score: Raw -3326640.999861 + Penalty 3332.825731 = -3323308.174131
  nChanged 0
		SP:Iteration 30F (7151.060000 sec): 3 clusters
  Score: Raw -3326640.999861 + Penalty 3332.825731 = -3323308.174131
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7151.100000 sec): 2 clusters
  Score: Raw -918466.985781 + Penalty 1467.397193 = -916999.588588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7151.120000 sec): 3 clusters
  Score: Raw -913728.210277 + Penalty 2934.794386 = -910793.415891
  nChanged 3593
		SP:Iteration 1F (7151.140000 sec): 3 clusters
  Score: Raw -915754.726598 + Penalty 2934.794386 = -912819.932213
  nChanged 569
		SP:Iteration 2F (7151.160000 sec): 3 clusters
  Score: Raw -916061.408256 + Penalty 2934.794386 = -913126.613870
  nChanged 520
		SP:Iteration 3F (7151.180000 sec): 3 clusters
  Score: Raw -916398.484069 + Penalty 2934.794386 = -913463.689684
  nChanged 558
		SP:Iteration 4F (7151.200000 sec): 3 clusters
  Score: Raw -916756.235096 + Penalty 2934.794386 = -913821.440710
  nChanged 526
		SP:Iteration 5F (7151.220000 sec): 3 clusters
  Score: Raw -917113.181088 + Penalty 2934.794386 = -914178.386702
  nChanged 496
		SP:Iteration 6F (7151.250000 sec): 3 clusters
  Score: Raw -917427.031571 + Penalty 2934.794386 = -914492.237185
  nChanged 395
		SP:Iteration 7Q (7151.270000 sec): 3 clusters
  Score: Raw -917641.834273 + Penalty 2934.794386 = -914707.039888
  nChanged 329
		SP:Iteration 8Q (7151.290000 sec): 3 clusters
  Score: Raw -917788.285095 + Penalty 2934.794386 = -914853.490710
  nChanged 231
		SP:Iteration 9Q (7151.310000 sec): 3 clusters
  Score: Raw -917879.852055 + Penalty 2934.794386 = -914945.057670
  nChanged 189
		SP:Iteration 10Q (7151.330000 sec): 3 clusters
  Score: Raw -917948.227554 + Penalty 2934.794386 = -915013.433169
  nChanged 159
		SP:Iteration 11Q (7151.350000 sec): 3 clusters
  Score: Raw -917999.599668 + Penalty 2934.794386 = -915064.805282
  nChanged 143
		SP:Iteration 12Q (7151.370000 sec): 3 clusters
  Score: Raw -918043.745981 + Penalty 2934.794386 = -915108.951595
  nChanged 128
		SP:Iteration 13Q (7151.390000 sec): 3 clusters
  Score: Raw -918089.169558 + Penalty 2934.794386 = -915154.375173
  nChanged 130
		SP:Iteration 14Q (7151.420000 sec): 3 clusters
  Score: Raw -918134.394276 + Penalty 2934.794386 = -915199.599891
  nChanged 126
		SP:Iteration 15Q (7151.440000 sec): 3 clusters
  Score: Raw -918181.651148 + Penalty 2934.794386 = -915246.856763
  nChanged 113
		SP:Iteration 16Q (7151.460000 sec): 3 clusters
  Score: Raw -918225.258230 + Penalty 2934.794386 = -915290.463844
  nChanged 120
		SP:Iteration 17Q (7151.480000 sec): 3 clusters
  Score: Raw -918262.425457 + Penalty 2934.794386 = -915327.631072
  nChanged 97
		SP:Iteration 18Q (7151.500000 sec): 3 clusters
  Score: Raw -918292.918578 + Penalty 2934.794386 = -915358.124193
  nChanged 94
		SP:Iteration 19Q (7151.520000 sec): 3 clusters
  Score: Raw -918325.369793 + Penalty 2934.794386 = -915390.575408
  nChanged 101
		SP:Iteration 20F (7151.540000 sec): 3 clusters
  Score: Raw -918358.693972 + Penalty 2934.794386 = -915423.899587
  nChanged 103
		SP:Iteration 21Q (7151.560000 sec): 3 clusters
  Score: Raw -918391.584100 + Penalty 2934.794386 = -915456.789714
  nChanged 93
		SP:Iteration 22Q (7151.580000 sec): 3 clusters
  Score: Raw -918418.269550 + Penalty 2934.794386 = -915483.475164
  nChanged 90
		SP:Iteration 23Q (7151.600000 sec): 3 clusters
  Score: Raw -918447.657575 + Penalty 2934.794386 = -915512.863190
  nChanged 100
		SP:Iteration 24Q (7151.620000 sec): 3 clusters
  Score: Raw -918484.171529 + Penalty 2934.794386 = -915549.377144
  nChanged 98
		SP:Iteration 25Q (7151.640000 sec): 3 clusters
  Score: Raw -918522.296183 + Penalty 2934.794386 = -915587.501797
  nChanged 85
		SP:Iteration 26Q (7151.660000 sec): 3 clusters
  Score: Raw -918554.177936 + Penalty 2934.794386 = -915619.383551
  nChanged 73
		SP:Iteration 27Q (7151.680000 sec): 3 clusters
  Score: Raw -918585.221095 + Penalty 2934.794386 = -915650.426710
  nChanged 73
		SP:Iteration 28Q (7151.700000 sec): 3 clusters
  Score: Raw -918612.287610 + Penalty 2934.794386 = -915677.493225
  nChanged 59
		SP:Iteration 29Q (7151.720000 sec): 3 clusters
  Score: Raw -918634.129457 + Penalty 2934.794386 = -915699.335072
  nChanged 49
		SP:Iteration 30Q (7151.740000 sec): 3 clusters
  Score: Raw -918651.451589 + Penalty 2934.794386 = -915716.657203
  nChanged 49
		SP:Iteration 31Q (7151.760000 sec): 3 clusters
  Score: Raw -918668.009763 + Penalty 2934.794386 = -915733.215378
  nChanged 39
		SP:Iteration 32Q (7151.780000 sec): 3 clusters
  Score: Raw -918682.293909 + Penalty 2934.794386 = -915747.499523
  nChanged 40
		SP:Iteration 33Q (7151.800000 sec): 3 clusters
  Score: Raw -918696.015923 + Penalty 2934.794386 = -915761.221537
  nChanged 39
		SP:Iteration 34Q (7151.820000 sec): 3 clusters
  Score: Raw -918712.653767 + Penalty 2934.794386 = -915777.859381
  nChanged 42
		SP:Iteration 35Q (7151.840000 sec): 3 clusters
  Score: Raw -918729.627815 + Penalty 2934.794386 = -915794.833429
  nChanged 44
		SP:Iteration 36Q (7151.860000 sec): 3 clusters
  Score: Raw -918747.200235 + Penalty 2934.794386 = -915812.405850
  nChanged 38
		SP:Iteration 37Q (7151.880000 sec): 3 clusters
  Score: Raw -918763.244137 + Penalty 2934.794386 = -915828.449751
  nChanged 38
		SP:Iteration 38Q (7151.900000 sec): 3 clusters
  Score: Raw -918779.433212 + Penalty 2934.794386 = -915844.638826
  nChanged 26
		SP:Iteration 39Q (7151.920000 sec): 3 clusters
  Score: Raw -918790.524905 + Penalty 2934.794386 = -915855.730519
  nChanged 17
		SP:Iteration 40F (7151.940000 sec): 3 clusters
  Score: Raw -918797.640430 + Penalty 2934.794386 = -915862.846044
  nChanged 16
		SP:Iteration 41Q (7151.960000 sec): 3 clusters
  Score: Raw -918802.132934 + Penalty 2934.794386 = -915867.338548
  nChanged 9
		SP:Iteration 42Q (7151.980000 sec): 3 clusters
  Score: Raw -918805.408180 + Penalty 2934.794386 = -915870.613795
  nChanged 11
		SP:Iteration 43Q (7152.000000 sec): 3 clusters
  Score: Raw -918809.404421 + Penalty 2934.794386 = -915874.610035
  nChanged 8
		SP:Iteration 44Q (7152.020000 sec): 3 clusters
  Score: Raw -918812.737717 + Penalty 2934.794386 = -915877.943332
  nChanged 11
		SP:Iteration 45Q (7152.040000 sec): 3 clusters
  Score: Raw -918816.869412 + Penalty 2934.794386 = -915882.075027
  nChanged 10
		SP:Iteration 46Q (7152.060000 sec): 3 clusters
  Score: Raw -918822.528667 + Penalty 2934.794386 = -915887.734282
  nChanged 15
		SP:Iteration 47Q (7152.080000 sec): 3 clusters
  Score: Raw -918827.032832 + Penalty 2934.794386 = -915892.238447
  nChanged 8
		SP:Iteration 48Q (7152.100000 sec): 3 clusters
  Score: Raw -918829.704036 + Penalty 2934.794386 = -915894.909650
  nChanged 8
		SP:Iteration 49Q (7152.120000 sec): 3 clusters
  Score: Raw -918832.154701 + Penalty 2934.794386 = -915897.360316
  nChanged 5
		SP:Iteration 50Q (7152.130000 sec): 3 clusters
  Score: Raw -918834.548003 + Penalty 2934.794386 = -915899.753618
  nChanged 8
		SP:Iteration 51Q (7152.150000 sec): 3 clusters
  Score: Raw -918838.298309 + Penalty 2934.794386 = -915903.503924
  nChanged 9
		SP:Iteration 52Q (7152.170000 sec): 3 clusters
  Score: Raw -918841.151110 + Penalty 2934.794386 = -915906.356724
  nChanged 6
		SP:Iteration 53Q (7152.190000 sec): 3 clusters
  Score: Raw -918842.004434 + Penalty 2934.794386 = -915907.210048
  nChanged 1
		SP:Iteration 54Q (7152.210000 sec): 3 clusters
  Score: Raw -918842.287971 + Penalty 2934.794386 = -915907.493585
  nChanged 0
		SP:Iteration 55F (7152.230000 sec): 3 clusters
  Score: Raw -918842.287971 + Penalty 2934.794386 = -915907.493585
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7152.240000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7152.240000 sec): 3 clusters
  Score: Raw -34566.019306 + Penalty 1875.718365 = -32690.300941
  nChanged 74
		SP:Iteration 1F (7152.240000 sec): 3 clusters
  Score: Raw -34683.413435 + Penalty 1875.718365 = -32807.695070
  nChanged 23
		SP:Iteration 2F (7152.240000 sec): 3 clusters
  Score: Raw -34726.406832 + Penalty 1875.718365 = -32850.688467
  nChanged 7
		SP:Iteration 3Q (7152.240000 sec): 3 clusters
  Score: Raw -34739.503622 + Penalty 1875.718365 = -32863.785256
  nChanged 5
		SP:Iteration 4Q (7152.240000 sec): 3 clusters
  Score: Raw -34749.315906 + Penalty 1875.718365 = -32873.597541
  nChanged 3
		SP:Iteration 5Q (7152.240000 sec): 3 clusters
  Score: Raw -34756.298050 + Penalty 1875.718365 = -32880.579685
  nChanged 6
		SP:Iteration 6Q (7152.240000 sec): 3 clusters
  Score: Raw -34767.249249 + Penalty 1875.718365 = -32891.530884
  nChanged 2
		SP:Iteration 7Q (7152.240000 sec): 3 clusters
  Score: Raw -34769.206411 + Penalty 1875.718365 = -32893.488046
  nChanged 1
		SP:Iteration 8Q (7152.240000 sec): 3 clusters
  Score: Raw -34770.830747 + Penalty 1875.718365 = -32895.112382
  nChanged 0
		SP:Iteration 9F (7152.250000 sec): 3 clusters
  Score: Raw -34770.830747 + Penalty 1875.718365 = -32895.112382
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7152.260000 sec): 2 clusters
  Score: Raw -191190.837233 + Penalty 1219.015599 = -189971.821634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7152.260000 sec): 3 clusters
  Score: Raw -190421.100600 + Penalty 2438.031199 = -187983.069401
  nChanged 619
		SP:Iteration 1F (7152.260000 sec): 3 clusters
  Score: Raw -190893.017703 + Penalty 2438.031199 = -188454.986504
  nChanged 162
		SP:Iteration 2F (7152.270000 sec): 3 clusters
  Score: Raw -191051.769825 + Penalty 2438.031199 = -188613.738626
  nChanged 121
		SP:Iteration 3F (7152.270000 sec): 3 clusters
  Score: Raw -191191.001251 + Penalty 2438.031199 = -188752.970052
  nChanged 92
		SP:Iteration 4F (7152.280000 sec): 3 clusters
  Score: Raw -191288.570062 + Penalty 2438.031199 = -188850.538863
  nChanged 78
		SP:Iteration 5Q (7152.280000 sec): 3 clusters
  Score: Raw -191374.388703 + Penalty 2438.031199 = -188936.357505
  nChanged 71
		SP:Iteration 6Q (7152.290000 sec): 3 clusters
  Score: Raw -191464.053723 + Penalty 2438.031199 = -189026.022524
  nChanged 63
		SP:Iteration 7Q (7152.290000 sec): 3 clusters
  Score: Raw -191521.687445 + Penalty 2438.031199 = -189083.656246
  nChanged 50
		SP:Iteration 8Q (7152.300000 sec): 3 clusters
  Score: Raw -191574.040487 + Penalty 2438.031199 = -189136.009288
  nChanged 46
		SP:Iteration 9Q (7152.300000 sec): 3 clusters
  Score: Raw -191618.789396 + Penalty 2438.031199 = -189180.758198
  nChanged 39
		SP:Iteration 10Q (7152.300000 sec): 3 clusters
  Score: Raw -191652.743145 + Penalty 2438.031199 = -189214.711947
  nChanged 37
		SP:Iteration 11Q (7152.310000 sec): 3 clusters
  Score: Raw -191684.523939 + Penalty 2438.031199 = -189246.492740
  nChanged 32
		SP:Iteration 12Q (7152.310000 sec): 3 clusters
  Score: Raw -191710.602681 + Penalty 2438.031199 = -189272.571482
  nChanged 22
		SP:Iteration 13Q (7152.320000 sec): 3 clusters
  Score: Raw -191731.277922 + Penalty 2438.031199 = -189293.246723
  nChanged 21
		SP:Iteration 14Q (7152.320000 sec): 3 clusters
  Score: Raw -191743.922815 + Penalty 2438.031199 = -189305.891616
  nChanged 13
		SP:Iteration 15Q (7152.320000 sec): 3 clusters
  Score: Raw -191757.351634 + Penalty 2438.031199 = -189319.320435
  nChanged 10
		SP:Iteration 16Q (7152.330000 sec): 3 clusters
  Score: Raw -191763.708381 + Penalty 2438.031199 = -189325.677182
  nChanged 6
		SP:Iteration 17Q (7152.330000 sec): 3 clusters
  Score: Raw -191768.205858 + Penalty 2438.031199 = -189330.174659
  nChanged 10
		SP:Iteration 18Q (7152.340000 sec): 3 clusters
  Score: Raw -191774.126090 + Penalty 2438.031199 = -189336.094891
  nChanged 7
		SP:Iteration 19Q (7152.340000 sec): 3 clusters
  Score: Raw -191777.261370 + Penalty 2438.031199 = -189339.230172
  nChanged 5
		SP:Iteration 20F (7152.340000 sec): 3 clusters
  Score: Raw -191779.066287 + Penalty 2438.031199 = -189341.035088
  nChanged 2
		SP:Iteration 21Q (7152.350000 sec): 3 clusters
  Score: Raw -191779.922196 + Penalty 2438.031199 = -189341.890997
  nChanged 1
		SP:Iteration 22Q (7152.350000 sec): 3 clusters
  Score: Raw -191780.193856 + Penalty 2438.031199 = -189342.162657
  nChanged 0
		SP:Iteration 23F (7152.360000 sec): 3 clusters
  Score: Raw -191780.193856 + Penalty 2438.031199 = -189342.162657
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7152.370000 sec): 2 clusters
  Score: Raw -489510.644999 + Penalty 1361.712384 = -488148.932615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7152.380000 sec): 3 clusters
  Score: Raw -487296.752968 + Penalty 2723.424768 = -484573.328200
  nChanged 1777
		SP:Iteration 1F (7152.400000 sec): 3 clusters
  Score: Raw -488314.928230 + Penalty 2723.424768 = -485591.503462
  nChanged 375
		SP:Iteration 2F (7152.410000 sec): 3 clusters
  Score: Raw -488537.172476 + Penalty 2723.424768 = -485813.747708
  nChanged 250
		SP:Iteration 3F (7152.420000 sec): 3 clusters
  Score: Raw -488654.477924 + Penalty 2723.424768 = -485931.053156
  nChanged 179
		SP:Iteration 4Q (7152.430000 sec): 3 clusters
  Score: Raw -488735.916478 + Penalty 2723.424768 = -486012.491710
  nChanged 136
		SP:Iteration 5Q (7152.440000 sec): 3 clusters
  Score: Raw -488792.308983 + Penalty 2723.424768 = -486068.884215
  nChanged 125
		SP:Iteration 6Q (7152.450000 sec): 3 clusters
  Score: Raw -488853.976471 + Penalty 2723.424768 = -486130.551703
  nChanged 120
		SP:Iteration 7Q (7152.460000 sec): 3 clusters
  Score: Raw -488906.522165 + Penalty 2723.424768 = -486183.097397
  nChanged 109
		SP:Iteration 8Q (7152.470000 sec): 3 clusters
  Score: Raw -488960.358291 + Penalty 2723.424768 = -486236.933523
  nChanged 119
		SP:Iteration 9Q (7152.480000 sec): 3 clusters
  Score: Raw -489014.751995 + Penalty 2723.424768 = -486291.327228
  nChanged 109
		SP:Iteration 10Q (7152.500000 sec): 3 clusters
  Score: Raw -489062.816829 + Penalty 2723.424768 = -486339.392062
  nChanged 110
		SP:Iteration 11Q (7152.500000 sec): 3 clusters
  Score: Raw -489115.281197 + Penalty 2723.424768 = -486391.856429
  nChanged 111
		SP:Iteration 12Q (7152.520000 sec): 3 clusters
  Score: Raw -489172.423798 + Penalty 2723.424768 = -486448.999031
  nChanged 91
		SP:Iteration 13Q (7152.530000 sec): 3 clusters
  Score: Raw -489216.836776 + Penalty 2723.424768 = -486493.412008
  nChanged 76
		SP:Iteration 14Q (7152.540000 sec): 3 clusters
  Score: Raw -489250.155670 + Penalty 2723.424768 = -486526.730902
  nChanged 82
		SP:Iteration 15Q (7152.550000 sec): 3 clusters
  Score: Raw -489297.024922 + Penalty 2723.424768 = -486573.600155
  nChanged 92
		SP:Iteration 16Q (7152.560000 sec): 3 clusters
  Score: Raw -489356.558557 + Penalty 2723.424768 = -486633.133789
  nChanged 74
		SP:Iteration 17Q (7152.570000 sec): 3 clusters
  Score: Raw -489405.873131 + Penalty 2723.424768 = -486682.448364
  nChanged 64
		SP:Iteration 18Q (7152.580000 sec): 3 clusters
  Score: Raw -489445.551875 + Penalty 2723.424768 = -486722.127108
  nChanged 54
		SP:Iteration 19Q (7152.590000 sec): 3 clusters
  Score: Raw -489473.302853 + Penalty 2723.424768 = -486749.878086
  nChanged 49
		SP:Iteration 20F (7152.600000 sec): 3 clusters
  Score: Raw -489501.394974 + Penalty 2723.424768 = -486777.970206
  nChanged 57
		SP:Iteration 21Q (7152.620000 sec): 3 clusters
  Score: Raw -489540.549921 + Penalty 2723.424768 = -486817.125154
  nChanged 51
		SP:Iteration 22Q (7152.630000 sec): 3 clusters
  Score: Raw -489579.527706 + Penalty 2723.424768 = -486856.102938
  nChanged 51
		SP:Iteration 23Q (7152.640000 sec): 3 clusters
  Score: Raw -489612.023124 + Penalty 2723.424768 = -486888.598357
  nChanged 48
		SP:Iteration 24Q (7152.650000 sec): 3 clusters
  Score: Raw -489650.761223 + Penalty 2723.424768 = -486927.336456
  nChanged 45
		SP:Iteration 25Q (7152.660000 sec): 3 clusters
  Score: Raw -489684.602794 + Penalty 2723.424768 = -486961.178026
  nChanged 42
		SP:Iteration 26Q (7152.670000 sec): 3 clusters
  Score: Raw -489712.597888 + Penalty 2723.424768 = -486989.173120
  nChanged 35
		SP:Iteration 27Q (7152.680000 sec): 3 clusters
  Score: Raw -489735.433581 + Penalty 2723.424768 = -487012.008813
  nChanged 36
		SP:Iteration 28Q (7152.690000 sec): 3 clusters
  Score: Raw -489762.308975 + Penalty 2723.424768 = -487038.884208
  nChanged 34
		SP:Iteration 29Q (7152.700000 sec): 3 clusters
  Score: Raw -489785.532624 + Penalty 2723.424768 = -487062.107856
  nChanged 34
		SP:Iteration 30Q (7152.710000 sec): 3 clusters
  Score: Raw -489805.882384 + Penalty 2723.424768 = -487082.457616
  nChanged 25
		SP:Iteration 31Q (7152.720000 sec): 3 clusters
  Score: Raw -489820.340307 + Penalty 2723.424768 = -487096.915540
  nChanged 21
		SP:Iteration 32Q (7152.730000 sec): 3 clusters
  Score: Raw -489832.680541 + Penalty 2723.424768 = -487109.255773
  nChanged 17
		SP:Iteration 33Q (7152.740000 sec): 3 clusters
  Score: Raw -489842.796162 + Penalty 2723.424768 = -487119.371395
  nChanged 20
		SP:Iteration 34Q (7152.750000 sec): 3 clusters
  Score: Raw -489855.875573 + Penalty 2723.424768 = -487132.450806
  nChanged 16
		SP:Iteration 35Q (7152.760000 sec): 3 clusters
  Score: Raw -489862.949405 + Penalty 2723.424768 = -487139.524638
  nChanged 11
		SP:Iteration 36Q (7152.770000 sec): 3 clusters
  Score: Raw -489867.875858 + Penalty 2723.424768 = -487144.451091
  nChanged 9
		SP:Iteration 37Q (7152.780000 sec): 3 clusters
  Score: Raw -489871.564525 + Penalty 2723.424768 = -487148.139758
  nChanged 3
		SP:Iteration 38Q (7152.780000 sec): 3 clusters
  Score: Raw -489872.256002 + Penalty 2723.424768 = -487148.831234
  nChanged 2
		SP:Iteration 39Q (7152.800000 sec): 3 clusters
  Score: Raw -489873.084370 + Penalty 2723.424768 = -487149.659602
  nChanged 5
		SP:Iteration 40F (7152.800000 sec): 3 clusters
  Score: Raw -489875.796893 + Penalty 2723.424768 = -487152.372125
  nChanged 4
		SP:Iteration 41Q (7152.820000 sec): 3 clusters
  Score: Raw -489877.621858 + Penalty 2723.424768 = -487154.197091
  nChanged 3
		SP:Iteration 42Q (7152.820000 sec): 3 clusters
  Score: Raw -489878.499128 + Penalty 2723.424768 = -487155.074360
  nChanged 3
		SP:Iteration 43Q (7152.830000 sec): 3 clusters
  Score: Raw -489879.606490 + Penalty 2723.424768 = -487156.181722
  nChanged 3
		SP:Iteration 44Q (7152.840000 sec): 3 clusters
  Score: Raw -489880.276479 + Penalty 2723.424768 = -487156.851712
  nChanged 3
		SP:Iteration 45Q (7152.850000 sec): 3 clusters
  Score: Raw -489881.422934 + Penalty 2723.424768 = -487157.998166
  nChanged 2
		SP:Iteration 46Q (7152.860000 sec): 3 clusters
  Score: Raw -489882.102879 + Penalty 2723.424768 = -487158.678112
  nChanged 5
		SP:Iteration 47Q (7152.870000 sec): 3 clusters
  Score: Raw -489883.820346 + Penalty 2723.424768 = -487160.395578
  nChanged 4
		SP:Iteration 48Q (7152.880000 sec): 3 clusters
  Score: Raw -489885.427395 + Penalty 2723.424768 = -487162.002628
  nChanged 4
		SP:Iteration 49Q (7152.890000 sec): 3 clusters
  Score: Raw -489886.415342 + Penalty 2723.424768 = -487162.990574
  nChanged 2
		SP:Iteration 50Q (7152.900000 sec): 3 clusters
  Score: Raw -489886.965150 + Penalty 2723.424768 = -487163.540382
  nChanged 1
		SP:Iteration 51Q (7152.910000 sec): 3 clusters
  Score: Raw -489887.357697 + Penalty 2723.424768 = -487163.932929
  nChanged 1
		SP:Iteration 52Q (7152.920000 sec): 3 clusters
  Score: Raw -489887.403733 + Penalty 2723.424768 = -487163.978965
  nChanged 0
		SP:Iteration 53F (7152.930000 sec): 3 clusters
  Score: Raw -489887.403733 + Penalty 2723.424768 = -487163.978965
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7152.940000 sec): 2 clusters
  Score: Raw -260302.211085 + Penalty 1263.072316 = -259039.138768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7152.950000 sec): 3 clusters
  Score: Raw -259249.734997 + Penalty 2526.144633 = -256723.590365
  nChanged 863
		SP:Iteration 1F (7152.950000 sec): 3 clusters
  Score: Raw -259824.123582 + Penalty 2526.144633 = -257297.978949
  nChanged 234
		SP:Iteration 2F (7152.960000 sec): 3 clusters
  Score: Raw -260019.467928 + Penalty 2526.144633 = -257493.323295
  nChanged 138
		SP:Iteration 3F (7152.960000 sec): 3 clusters
  Score: Raw -260121.006473 + Penalty 2526.144633 = -257594.861840
  nChanged 109
		SP:Iteration 4Q (7152.970000 sec): 3 clusters
  Score: Raw -260219.394667 + Penalty 2526.144633 = -257693.250034
  nChanged 105
		SP:Iteration 5Q (7152.980000 sec): 3 clusters
  Score: Raw -260342.034507 + Penalty 2526.144633 = -257815.889874
  nChanged 108
		SP:Iteration 6Q (7152.980000 sec): 3 clusters
  Score: Raw -260465.585611 + Penalty 2526.144633 = -257939.440978
  nChanged 111
		SP:Iteration 7Q (7152.990000 sec): 3 clusters
  Score: Raw -260587.014970 + Penalty 2526.144633 = -258060.870337
  nChanged 107
		SP:Iteration 8Q (7152.990000 sec): 3 clusters
  Score: Raw -260679.638428 + Penalty 2526.144633 = -258153.493795
  nChanged 72
		SP:Iteration 9Q (7153.000000 sec): 3 clusters
  Score: Raw -260746.380052 + Penalty 2526.144633 = -258220.235419
  nChanged 76
		SP:Iteration 10Q (7153.000000 sec): 3 clusters
  Score: Raw -260823.402539 + Penalty 2526.144633 = -258297.257906
  nChanged 64
		SP:Iteration 11Q (7153.010000 sec): 3 clusters
  Score: Raw -260890.897481 + Penalty 2526.144633 = -258364.752848
  nChanged 39
		SP:Iteration 12Q (7153.020000 sec): 3 clusters
  Score: Raw -260928.758145 + Penalty 2526.144633 = -258402.613512
  nChanged 32
		SP:Iteration 13Q (7153.020000 sec): 3 clusters
  Score: Raw -260966.745163 + Penalty 2526.144633 = -258440.600530
  nChanged 27
		SP:Iteration 14Q (7153.030000 sec): 3 clusters
  Score: Raw -260993.752312 + Penalty 2526.144633 = -258467.607679
  nChanged 14
		SP:Iteration 15Q (7153.030000 sec): 3 clusters
  Score: Raw -261009.557865 + Penalty 2526.144633 = -258483.413232
  nChanged 12
		SP:Iteration 16Q (7153.040000 sec): 3 clusters
  Score: Raw -261020.511862 + Penalty 2526.144633 = -258494.367229
  nChanged 8
		SP:Iteration 17Q (7153.040000 sec): 3 clusters
  Score: Raw -261027.369325 + Penalty 2526.144633 = -258501.224692
  nChanged 7
		SP:Iteration 18Q (7153.050000 sec): 3 clusters
  Score: Raw -261034.700802 + Penalty 2526.144633 = -258508.556169
  nChanged 8
		SP:Iteration 19Q (7153.050000 sec): 3 clusters
  Score: Raw -261044.749676 + Penalty 2526.144633 = -258518.605043
  nChanged 14
		SP:Iteration 20F (7153.060000 sec): 3 clusters
  Score: Raw -261056.813059 + Penalty 2526.144633 = -258530.668426
  nChanged 9
		SP:Iteration 21Q (7153.060000 sec): 3 clusters
  Score: Raw -261062.928502 + Penalty 2526.144633 = -258536.783869
  nChanged 9
		SP:Iteration 22Q (7153.070000 sec): 3 clusters
  Score: Raw -261068.066622 + Penalty 2526.144633 = -258541.921989
  nChanged 4
		SP:Iteration 23Q (7153.080000 sec): 3 clusters
  Score: Raw -261071.663325 + Penalty 2526.144633 = -258545.518692
  nChanged 4
		SP:Iteration 24Q (7153.080000 sec): 3 clusters
  Score: Raw -261075.153401 + Penalty 2526.144633 = -258549.008768
  nChanged 3
		SP:Iteration 25Q (7153.080000 sec): 3 clusters
  Score: Raw -261076.525536 + Penalty 2526.144633 = -258550.380903
  nChanged 0
		SP:Iteration 26F (7153.090000 sec): 3 clusters
  Score: Raw -261076.525536 + Penalty 2526.144633 = -258550.380903
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (8093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7153.120000 sec): 2 clusters
  Score: Raw -898436.202381 + Penalty 1462.297650 = -896973.904731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7153.140000 sec): 3 clusters
  Score: Raw -894012.961448 + Penalty 2924.595300 = -891088.366148
  nChanged 3431
		SP:Iteration 1F (7153.160000 sec): 3 clusters
  Score: Raw -895905.627014 + Penalty 2924.595300 = -892981.031714
  nChanged 571
		SP:Iteration 2F (7153.180000 sec): 3 clusters
  Score: Raw -896194.115309 + Penalty 2924.595300 = -893269.520009
  nChanged 507
		SP:Iteration 3F (7153.200000 sec): 3 clusters
  Score: Raw -896478.345202 + Penalty 2924.595300 = -893553.749902
  nChanged 471
		SP:Iteration 4F (7153.220000 sec): 3 clusters
  Score: Raw -896759.100745 + Penalty 2924.595300 = -893834.505445
  nChanged 450
		SP:Iteration 5F (7153.240000 sec): 3 clusters
  Score: Raw -897059.595619 + Penalty 2924.595300 = -894135.000319
  nChanged 420
		SP:Iteration 6F (7153.260000 sec): 3 clusters
  Score: Raw -897333.925556 + Penalty 2924.595300 = -894409.330256
  nChanged 418
		SP:Iteration 7F (7153.290000 sec): 3 clusters
  Score: Raw -897620.112248 + Penalty 2924.595300 = -894695.516948
  nChanged 389
		SP:Iteration 8Q (7153.310000 sec): 3 clusters
  Score: Raw -897877.601605 + Penalty 2924.595300 = -894953.006305
  nChanged 305
		SP:Iteration 9Q (7153.330000 sec): 3 clusters
  Score: Raw -898079.651755 + Penalty 2924.595300 = -895155.056455
  nChanged 255
		SP:Iteration 10Q (7153.350000 sec): 3 clusters
  Score: Raw -898248.329176 + Penalty 2924.595300 = -895323.733876
  nChanged 220
		SP:Iteration 11Q (7153.370000 sec): 3 clusters
  Score: Raw -898392.063103 + Penalty 2924.595300 = -895467.467803
  nChanged 175
		SP:Iteration 12Q (7153.390000 sec): 3 clusters
  Score: Raw -898504.541836 + Penalty 2924.595300 = -895579.946536
  nChanged 149
		SP:Iteration 13Q (7153.410000 sec): 3 clusters
  Score: Raw -898597.428623 + Penalty 2924.595300 = -895672.833323
  nChanged 100
		SP:Iteration 14Q (7153.430000 sec): 3 clusters
  Score: Raw -898661.144213 + Penalty 2924.595300 = -895736.548913
  nChanged 95
		SP:Iteration 15Q (7153.450000 sec): 3 clusters
  Score: Raw -898717.464644 + Penalty 2924.595300 = -895792.869344
  nChanged 66
		SP:Iteration 16Q (7153.470000 sec): 3 clusters
  Score: Raw -898753.882035 + Penalty 2924.595300 = -895829.286735
  nChanged 66
		SP:Iteration 17Q (7153.490000 sec): 3 clusters
  Score: Raw -898791.168474 + Penalty 2924.595300 = -895866.573174
  nChanged 51
		SP:Iteration 18Q (7153.510000 sec): 3 clusters
  Score: Raw -898816.827584 + Penalty 2924.595300 = -895892.232284
  nChanged 30
		SP:Iteration 19Q (7153.530000 sec): 3 clusters
  Score: Raw -898838.588291 + Penalty 2924.595300 = -895913.992991
  nChanged 33
		SP:Iteration 20F (7153.550000 sec): 3 clusters
  Score: Raw -898859.117007 + Penalty 2924.595300 = -895934.521707
  nChanged 36
		SP:Iteration 21Q (7153.570000 sec): 3 clusters
  Score: Raw -898878.015416 + Penalty 2924.595300 = -895953.420116
  nChanged 25
		SP:Iteration 22Q (7153.590000 sec): 3 clusters
  Score: Raw -898892.231161 + Penalty 2924.595300 = -895967.635861
  nChanged 22
		SP:Iteration 23Q (7153.600000 sec): 3 clusters
  Score: Raw -898900.497425 + Penalty 2924.595300 = -895975.902125
  nChanged 11
		SP:Iteration 24Q (7153.620000 sec): 3 clusters
  Score: Raw -898904.219900 + Penalty 2924.595300 = -895979.624600
  nChanged 9
		SP:Iteration 25Q (7153.640000 sec): 3 clusters
  Score: Raw -898908.489289 + Penalty 2924.595300 = -895983.893989
  nChanged 8
		SP:Iteration 26Q (7153.660000 sec): 3 clusters
  Score: Raw -898911.666972 + Penalty 2924.595300 = -895987.071672
  nChanged 6
		SP:Iteration 27Q (7153.680000 sec): 3 clusters
  Score: Raw -898913.903674 + Penalty 2924.595300 = -895989.308374
  nChanged 3
		SP:Iteration 28Q (7153.690000 sec): 3 clusters
  Score: Raw -898914.778540 + Penalty 2924.595300 = -895990.183240
  nChanged 4
		SP:Iteration 29Q (7153.710000 sec): 3 clusters
  Score: Raw -898916.563125 + Penalty 2924.595300 = -895991.967825
  nChanged 3
		SP:Iteration 30Q (7153.730000 sec): 3 clusters
  Score: Raw -898918.188726 + Penalty 2924.595300 = -895993.593426
  nChanged 7
		SP:Iteration 31Q (7153.750000 sec): 3 clusters
  Score: Raw -898920.334397 + Penalty 2924.595300 = -895995.739097
  nChanged 2
		SP:Iteration 32Q (7153.760000 sec): 3 clusters
  Score: Raw -898920.896394 + Penalty 2924.595300 = -895996.301093
  nChanged 1
		SP:Iteration 33Q (7153.780000 sec): 3 clusters
  Score: Raw -898921.298519 + Penalty 2924.595300 = -895996.703219
  nChanged 2
		SP:Iteration 34Q (7153.800000 sec): 3 clusters
  Score: Raw -898922.325945 + Penalty 2924.595300 = -895997.730645
  nChanged 3
		SP:Iteration 35Q (7153.820000 sec): 3 clusters
  Score: Raw -898924.046083 + Penalty 2924.595300 = -895999.450783
  nChanged 1
		SP:Iteration 36Q (7153.840000 sec): 3 clusters
  Score: Raw -898925.364469 + Penalty 2924.595300 = -896000.769168
  nChanged 2
		SP:Iteration 37Q (7153.850000 sec): 3 clusters
  Score: Raw -898927.134767 + Penalty 2924.595300 = -896002.539467
  nChanged 4
		SP:Iteration 38Q (7153.870000 sec): 3 clusters
  Score: Raw -898928.729231 + Penalty 2924.595300 = -896004.133931
  nChanged 3
		SP:Iteration 39Q (7153.890000 sec): 3 clusters
  Score: Raw -898930.084632 + Penalty 2924.595300 = -896005.489332
  nChanged 3
		SP:Iteration 40F (7153.910000 sec): 3 clusters
  Score: Raw -898931.587853 + Penalty 2924.595300 = -896006.992553
  nChanged 3
		SP:Iteration 41Q (7153.930000 sec): 3 clusters
  Score: Raw -898932.872100 + Penalty 2924.595300 = -896008.276800
  nChanged 2
		SP:Iteration 42Q (7153.940000 sec): 3 clusters
  Score: Raw -898933.568584 + Penalty 2924.595300 = -896008.973284
  nChanged 0
		SP:Iteration 43F (7153.960000 sec): 3 clusters
  Score: Raw -898933.568584 + Penalty 2924.595300 = -896008.973284
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7154.070000 sec): 2 clusters
  Score: Raw -3748957.146226 + Penalty 1684.867571 = -3747272.278655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7154.150000 sec): 3 clusters
  Score: Raw -3729225.076983 + Penalty 3369.735143 = -3725855.341840
  nChanged 14783
		SP:Iteration 1F (7154.240000 sec): 3 clusters
  Score: Raw -3737395.578951 + Penalty 3369.735143 = -3734025.843809
  nChanged 1608
		SP:Iteration 2F (7154.320000 sec): 3 clusters
  Score: Raw -3738003.499653 + Penalty 3369.735143 = -3734633.764510
  nChanged 1695
		SP:Iteration 3F (7154.410000 sec): 3 clusters
  Score: Raw -3738708.794086 + Penalty 3369.735143 = -3735339.058944
  nChanged 1775
		SP:Iteration 4F (7154.490000 sec): 3 clusters
  Score: Raw -3739548.150992 + Penalty 3369.735143 = -3736178.415849
  nChanged 1870
		SP:Iteration 5F (7154.580000 sec): 3 clusters
  Score: Raw -3740618.026253 + Penalty 3369.735143 = -3737248.291111
  nChanged 1995
		SP:Iteration 6F (7154.660000 sec): 3 clusters
  Score: Raw -3741883.656267 + Penalty 3369.735143 = -3738513.921125
  nChanged 1944
		SP:Iteration 7F (7154.740000 sec): 3 clusters
  Score: Raw -3743222.416885 + Penalty 3369.735143 = -3739852.681742
  nChanged 1771
		SP:Iteration 8F (7154.830000 sec): 3 clusters
  Score: Raw -3744496.992075 + Penalty 3369.735143 = -3741127.256932
  nChanged 1520
		SP:Iteration 9Q (7154.920000 sec): 3 clusters
  Score: Raw -3745689.322009 + Penalty 3369.735143 = -3742319.586866
  nChanged 1253
		SP:Iteration 10Q (7155.000000 sec): 3 clusters
  Score: Raw -3746691.305650 + Penalty 3369.735143 = -3743321.570507
  nChanged 916
		SP:Iteration 11Q (7155.080000 sec): 3 clusters
  Score: Raw -3747413.725633 + Penalty 3369.735143 = -3744043.990490
  nChanged 657
		SP:Iteration 12Q (7155.160000 sec): 3 clusters
  Score: Raw -3747902.948207 + Penalty 3369.735143 = -3744533.213064
  nChanged 489
		SP:Iteration 13Q (7155.230000 sec): 3 clusters
  Score: Raw -3748269.813595 + Penalty 3369.735143 = -3744900.078452
  nChanged 342
		SP:Iteration 14Q (7155.300000 sec): 3 clusters
  Score: Raw -3748508.044610 + Penalty 3369.735143 = -3745138.309467
  nChanged 239
		SP:Iteration 15Q (7155.370000 sec): 3 clusters
  Score: Raw -3748650.319295 + Penalty 3369.735143 = -3745280.584152
  nChanged 177
		SP:Iteration 16Q (7155.440000 sec): 3 clusters
  Score: Raw -3748748.156049 + Penalty 3369.735143 = -3745378.420906
  nChanged 160
		SP:Iteration 17Q (7155.500000 sec): 3 clusters
  Score: Raw -3748836.917851 + Penalty 3369.735143 = -3745467.182708
  nChanged 133
		SP:Iteration 18Q (7155.560000 sec): 3 clusters
  Score: Raw -3748916.809301 + Penalty 3369.735143 = -3745547.074158
  nChanged 109
		SP:Iteration 19Q (7155.630000 sec): 3 clusters
  Score: Raw -3748980.381506 + Penalty 3369.735143 = -3745610.646363
  nChanged 80
		SP:Iteration 20F (7155.710000 sec): 3 clusters
  Score: Raw -3749019.052164 + Penalty 3369.735143 = -3745649.317021
  nChanged 66
		SP:Iteration 21Q (7155.770000 sec): 3 clusters
  Score: Raw -3749049.633786 + Penalty 3369.735143 = -3745679.898643
  nChanged 58
		SP:Iteration 22Q (7155.830000 sec): 3 clusters
  Score: Raw -3749074.905800 + Penalty 3369.735143 = -3745705.170657
  nChanged 43
		SP:Iteration 23Q (7155.890000 sec): 3 clusters
  Score: Raw -3749096.176110 + Penalty 3369.735143 = -3745726.440967
  nChanged 47
		SP:Iteration 24Q (7155.950000 sec): 3 clusters
  Score: Raw -3749119.724124 + Penalty 3369.735143 = -3745749.988981
  nChanged 35
		SP:Iteration 25Q (7156.010000 sec): 3 clusters
  Score: Raw -3749135.169655 + Penalty 3369.735143 = -3745765.434512
  nChanged 21
		SP:Iteration 26Q (7156.070000 sec): 3 clusters
  Score: Raw -3749144.891856 + Penalty 3369.735143 = -3745775.156713
  nChanged 18
		SP:Iteration 27Q (7156.130000 sec): 3 clusters
  Score: Raw -3749154.313079 + Penalty 3369.735143 = -3745784.577936
  nChanged 19
		SP:Iteration 28Q (7156.190000 sec): 3 clusters
  Score: Raw -3749161.589659 + Penalty 3369.735143 = -3745791.854516
  nChanged 13
		SP:Iteration 29Q (7156.250000 sec): 3 clusters
  Score: Raw -3749166.970576 + Penalty 3369.735143 = -3745797.235433
  nChanged 12
		SP:Iteration 30Q (7156.310000 sec): 3 clusters
  Score: Raw -3749171.555193 + Penalty 3369.735143 = -3745801.820050
  nChanged 11
		SP:Iteration 31Q (7156.370000 sec): 3 clusters
  Score: Raw -3749175.468393 + Penalty 3369.735143 = -3745805.733251
  nChanged 9
		SP:Iteration 32Q (7156.430000 sec): 3 clusters
  Score: Raw -3749178.900707 + Penalty 3369.735143 = -3745809.165564
  nChanged 6
		SP:Iteration 33Q (7156.490000 sec): 3 clusters
  Score: Raw -3749181.374070 + Penalty 3369.735143 = -3745811.638927
  nChanged 8
		SP:Iteration 34Q (7156.540000 sec): 3 clusters
  Score: Raw -3749185.028185 + Penalty 3369.735143 = -3745815.293042
  nChanged 3
		SP:Iteration 35Q (7156.600000 sec): 3 clusters
  Score: Raw -3749186.305166 + Penalty 3369.735143 = -3745816.570023
  nChanged 6
		SP:Iteration 36Q (7156.660000 sec): 3 clusters
  Score: Raw -3749188.149705 + Penalty 3369.735143 = -3745818.414563
  nChanged 3
		SP:Iteration 37Q (7156.720000 sec): 3 clusters
  Score: Raw -3749189.555149 + Penalty 3369.735143 = -3745819.820006
  nChanged 3
		SP:Iteration 38Q (7156.780000 sec): 3 clusters
  Score: Raw -3749191.231513 + Penalty 3369.735143 = -3745821.496371
  nChanged 4
		SP:Iteration 39Q (7156.840000 sec): 3 clusters
  Score: Raw -3749192.712648 + Penalty 3369.735143 = -3745822.977505
  nChanged 3
		SP:Iteration 40F (7156.920000 sec): 3 clusters
  Score: Raw -3749193.319049 + Penalty 3369.735143 = -3745823.583906
  nChanged 2
		SP:Iteration 41Q (7156.980000 sec): 3 clusters
  Score: Raw -3749194.147516 + Penalty 3369.735143 = -3745824.412373
  nChanged 1
		SP:Iteration 42Q (7157.040000 sec): 3 clusters
  Score: Raw -3749194.364738 + Penalty 3369.735143 = -3745824.629596
  nChanged 1
		SP:Iteration 43Q (7157.100000 sec): 3 clusters
  Score: Raw -3749194.548046 + Penalty 3369.735143 = -3745824.812903
  nChanged 0
		SP:Iteration 44F (7157.180000 sec): 3 clusters
  Score: Raw -3749194.548046 + Penalty 3369.735143 = -3745824.812903
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7157.200000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7157.210000 sec): 3 clusters
  Score: Raw -28389.496869 + Penalty 1810.950060 = -26578.546808
  nChanged 45
		SP:Iteration 1F (7157.210000 sec): 3 clusters
  Score: Raw -28477.822492 + Penalty 1810.950060 = -26666.872431
  nChanged 7
		SP:Iteration 2Q (7157.210000 sec): 3 clusters
  Score: Raw -28493.400177 + Penalty 1810.950060 = -26682.450117
  nChanged 1
		SP:Iteration 3Q (7157.210000 sec): 3 clusters
  Score: Raw -28495.345787 + Penalty 1810.950060 = -26684.395726
  nChanged 0
		SP:Iteration 4F (7157.210000 sec): 3 clusters
  Score: Raw -28495.345787 + Penalty 1810.950060 = -26684.395726
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7157.220000 sec): 2 clusters
  Score: Raw -287831.154092 + Penalty 1274.434115 = -286556.719977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7157.230000 sec): 3 clusters
  Score: Raw -286658.008041 + Penalty 2548.868229 = -284109.139812
  nChanged 960
		SP:Iteration 1F (7157.230000 sec): 3 clusters
  Score: Raw -287201.217349 + Penalty 2548.868229 = -284652.349120
  nChanged 189
		SP:Iteration 2F (7157.240000 sec): 3 clusters
  Score: Raw -287331.107118 + Penalty 2548.868229 = -284782.238889
  nChanged 114
		SP:Iteration 3Q (7157.240000 sec): 3 clusters
  Score: Raw -287412.027039 + Penalty 2548.868229 = -284863.158810
  nChanged 99
		SP:Iteration 4Q (7157.250000 sec): 3 clusters
  Score: Raw -287468.154027 + Penalty 2548.868229 = -284919.285798
  nChanged 76
		SP:Iteration 5Q (7157.260000 sec): 3 clusters
  Score: Raw -287510.722638 + Penalty 2548.868229 = -284961.854409
  nChanged 71
		SP:Iteration 6Q (7157.260000 sec): 3 clusters
  Score: Raw -287554.913559 + Penalty 2548.868229 = -285006.045329
  nChanged 60
		SP:Iteration 7Q (7157.270000 sec): 3 clusters
  Score: Raw -287584.613463 + Penalty 2548.868229 = -285035.745234
  nChanged 53
		SP:Iteration 8Q (7157.280000 sec): 3 clusters
  Score: Raw -287608.709829 + Penalty 2548.868229 = -285059.841600
  nChanged 44
		SP:Iteration 9Q (7157.280000 sec): 3 clusters
  Score: Raw -287632.094021 + Penalty 2548.868229 = -285083.225791
  nChanged 55
		SP:Iteration 10Q (7157.290000 sec): 3 clusters
  Score: Raw -287664.798317 + Penalty 2548.868229 = -285115.930087
  nChanged 57
		SP:Iteration 11Q (7157.300000 sec): 3 clusters
  Score: Raw -287696.736306 + Penalty 2548.868229 = -285147.868077
  nChanged 47
		SP:Iteration 12Q (7157.300000 sec): 3 clusters
  Score: Raw -287724.686654 + Penalty 2548.868229 = -285175.818424
  nChanged 40
		SP:Iteration 13Q (7157.310000 sec): 3 clusters
  Score: Raw -287745.477522 + Penalty 2548.868229 = -285196.609293
  nChanged 33
		SP:Iteration 14Q (7157.320000 sec): 3 clusters
  Score: Raw -287764.854331 + Penalty 2548.868229 = -285215.986101
  nChanged 31
		SP:Iteration 15Q (7157.320000 sec): 3 clusters
  Score: Raw -287781.065642 + Penalty 2548.868229 = -285232.197413
  nChanged 27
		SP:Iteration 16Q (7157.330000 sec): 3 clusters
  Score: Raw -287794.040442 + Penalty 2548.868229 = -285245.172213
  nChanged 24
		SP:Iteration 17Q (7157.340000 sec): 3 clusters
  Score: Raw -287813.196095 + Penalty 2548.868229 = -285264.327866
  nChanged 33
		SP:Iteration 18Q (7157.340000 sec): 3 clusters
  Score: Raw -287831.885064 + Penalty 2548.868229 = -285283.016835
  nChanged 39
		SP:Iteration 19Q (7157.350000 sec): 3 clusters
  Score: Raw -287862.311110 + Penalty 2548.868229 = -285313.442881
  nChanged 42
		SP:Iteration 20F (7157.350000 sec): 3 clusters
  Score: Raw -287896.804079 + Penalty 2548.868229 = -285347.935849
  nChanged 50
		SP:Iteration 21Q (7157.360000 sec): 3 clusters
  Score: Raw -287932.103039 + Penalty 2548.868229 = -285383.234809
  nChanged 47
		SP:Iteration 22Q (7157.360000 sec): 3 clusters
  Score: Raw -287969.444384 + Penalty 2548.868229 = -285420.576155
  nChanged 50
		SP:Iteration 23Q (7157.370000 sec): 3 clusters
  Score: Raw -288015.374198 + Penalty 2548.868229 = -285466.505968
  nChanged 59
		SP:Iteration 24Q (7157.380000 sec): 3 clusters
  Score: Raw -288082.643341 + Penalty 2548.868229 = -285533.775111
  nChanged 64
		SP:Iteration 25Q (7157.380000 sec): 3 clusters
  Score: Raw -288150.673504 + Penalty 2548.868229 = -285601.805275
  nChanged 62
		SP:Iteration 26Q (7157.390000 sec): 3 clusters
  Score: Raw -288214.030305 + Penalty 2548.868229 = -285665.162076
  nChanged 49
		SP:Iteration 27Q (7157.400000 sec): 3 clusters
  Score: Raw -288252.834925 + Penalty 2548.868229 = -285703.966695
  nChanged 36
		SP:Iteration 28Q (7157.400000 sec): 3 clusters
  Score: Raw -288277.298022 + Penalty 2548.868229 = -285728.429793
  nChanged 25
		SP:Iteration 29Q (7157.410000 sec): 3 clusters
  Score: Raw -288297.418469 + Penalty 2548.868229 = -285748.550240
  nChanged 17
		SP:Iteration 30Q (7157.410000 sec): 3 clusters
  Score: Raw -288310.436967 + Penalty 2548.868229 = -285761.568738
  nChanged 21
		SP:Iteration 31Q (7157.420000 sec): 3 clusters
  Score: Raw -288327.094258 + Penalty 2548.868229 = -285778.226028
  nChanged 28
		SP:Iteration 32Q (7157.420000 sec): 3 clusters
  Score: Raw -288352.665997 + Penalty 2548.868229 = -285803.797767
  nChanged 23
		SP:Iteration 33Q (7157.430000 sec): 3 clusters
  Score: Raw -288376.870555 + Penalty 2548.868229 = -285828.002326
  nChanged 29
		SP:Iteration 34Q (7157.440000 sec): 3 clusters
  Score: Raw -288408.153580 + Penalty 2548.868229 = -285859.285351
  nChanged 23
		SP:Iteration 35Q (7157.440000 sec): 3 clusters
  Score: Raw -288435.972087 + Penalty 2548.868229 = -285887.103858
  nChanged 13
		SP:Iteration 36Q (7157.440000 sec): 3 clusters
  Score: Raw -288444.087905 + Penalty 2548.868229 = -285895.219675
  nChanged 8
		SP:Iteration 37Q (7157.450000 sec): 3 clusters
  Score: Raw -288448.734224 + Penalty 2548.868229 = -285899.865995
  nChanged 7
		SP:Iteration 38Q (7157.460000 sec): 3 clusters
  Score: Raw -288452.703578 + Penalty 2548.868229 = -285903.835349
  nChanged 1
		SP:Iteration 39Q (7157.460000 sec): 3 clusters
  Score: Raw -288453.268002 + Penalty 2548.868229 = -285904.399772
  nChanged 1
		SP:Iteration 40F (7157.470000 sec): 3 clusters
  Score: Raw -288453.421071 + Penalty 2548.868229 = -285904.552842
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7157.470000 sec): 2 clusters
  Score: Raw -20746.235033 + Penalty 872.728680 = -19873.506354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7157.480000 sec): 3 clusters
  Score: Raw -20840.763055 + Penalty 1745.457359 = -19095.305696
  nChanged 36
		SP:Iteration 1F (7157.480000 sec): 3 clusters
  Score: Raw -20933.687485 + Penalty 1745.457359 = -19188.230126
  nChanged 9
		SP:Iteration 2Q (7157.480000 sec): 3 clusters
  Score: Raw -20978.341707 + Penalty 1745.457359 = -19232.884348
  nChanged 3
		SP:Iteration 3Q (7157.480000 sec): 3 clusters
  Score: Raw -20989.225638 + Penalty 1745.457359 = -19243.768279
  nChanged 1
		SP:Iteration 4Q (7157.480000 sec): 3 clusters
  Score: Raw -20990.643548 + Penalty 1745.457359 = -19245.186189
  nChanged 0
		SP:Iteration 5F (7157.480000 sec): 3 clusters
  Score: Raw -20990.643548 + Penalty 1745.457359 = -19245.186189
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (15865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7157.530000 sec): 2 clusters
  Score: Raw -1728198.174248 + Penalty 1571.678989 = -1726626.495259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7157.570000 sec): 3 clusters
  Score: Raw -1718878.879754 + Penalty 3143.357979 = -1715735.521775
  nChanged 7006
		SP:Iteration 1F (7157.620000 sec): 3 clusters
  Score: Raw -1722955.911583 + Penalty 3143.357979 = -1719812.553604
  nChanged 1132
		SP:Iteration 2F (7157.660000 sec): 3 clusters
  Score: Raw -1723590.371796 + Penalty 3143.357979 = -1720447.013817
  nChanged 1017
		SP:Iteration 3F (7157.700000 sec): 3 clusters
  Score: Raw -1724202.476734 + Penalty 3143.357979 = -1721059.118756
  nChanged 988
		SP:Iteration 4F (7157.740000 sec): 3 clusters
  Score: Raw -1724876.061897 + Penalty 3143.357979 = -1721732.703918
  nChanged 940
		SP:Iteration 5F (7157.780000 sec): 3 clusters
  Score: Raw -1725510.555336 + Penalty 3143.357979 = -1722367.197357
  nChanged 843
		SP:Iteration 6F (7157.820000 sec): 3 clusters
  Score: Raw -1726064.679496 + Penalty 3143.357979 = -1722921.321517
  nChanged 725
		SP:Iteration 7Q (7157.860000 sec): 3 clusters
  Score: Raw -1726516.661719 + Penalty 3143.357979 = -1723373.303740
  nChanged 569
		SP:Iteration 8Q (7157.900000 sec): 3 clusters
  Score: Raw -1726833.691212 + Penalty 3143.357979 = -1723690.333233
  nChanged 453
		SP:Iteration 9Q (7157.940000 sec): 3 clusters
  Score: Raw -1727051.885283 + Penalty 3143.357979 = -1723908.527304
  nChanged 354
		SP:Iteration 10Q (7157.980000 sec): 3 clusters
  Score: Raw -1727192.885332 + Penalty 3143.357979 = -1724049.527354
  nChanged 273
		SP:Iteration 11Q (7158.020000 sec): 3 clusters
  Score: Raw -1727302.025303 + Penalty 3143.357979 = -1724158.667325
  nChanged 239
		SP:Iteration 12Q (7158.060000 sec): 3 clusters
  Score: Raw -1727390.563901 + Penalty 3143.357979 = -1724247.205922
  nChanged 199
		SP:Iteration 13Q (7158.100000 sec): 3 clusters
  Score: Raw -1727453.235534 + Penalty 3143.357979 = -1724309.877556
  nChanged 174
		SP:Iteration 14Q (7158.140000 sec): 3 clusters
  Score: Raw -1727511.085091 + Penalty 3143.357979 = -1724367.727112
  nChanged 175
		SP:Iteration 15Q (7158.170000 sec): 3 clusters
  Score: Raw -1727565.319035 + Penalty 3143.357979 = -1724421.961056
  nChanged 182
		SP:Iteration 16Q (7158.210000 sec): 3 clusters
  Score: Raw -1727625.426827 + Penalty 3143.357979 = -1724482.068849
  nChanged 162
		SP:Iteration 17Q (7158.250000 sec): 3 clusters
  Score: Raw -1727675.091573 + Penalty 3143.357979 = -1724531.733594
  nChanged 172
		SP:Iteration 18Q (7158.280000 sec): 3 clusters
  Score: Raw -1727732.811256 + Penalty 3143.357979 = -1724589.453277
  nChanged 155
		SP:Iteration 19Q (7158.320000 sec): 3 clusters
  Score: Raw -1727780.115098 + Penalty 3143.357979 = -1724636.757119
  nChanged 145
		SP:Iteration 20F (7158.360000 sec): 3 clusters
  Score: Raw -1727825.511819 + Penalty 3143.357979 = -1724682.153840
  nChanged 140
		SP:Iteration 21Q (7158.400000 sec): 3 clusters
  Score: Raw -1727874.326624 + Penalty 3143.357979 = -1724730.968645
  nChanged 154
		SP:Iteration 22Q (7158.440000 sec): 3 clusters
  Score: Raw -1727929.698727 + Penalty 3143.357979 = -1724786.340749
  nChanged 147
		SP:Iteration 23Q (7158.480000 sec): 3 clusters
  Score: Raw -1727978.739095 + Penalty 3143.357979 = -1724835.381116
  nChanged 141
		SP:Iteration 24Q (7158.510000 sec): 3 clusters
  Score: Raw -1728028.785342 + Penalty 3143.357979 = -1724885.427363
  nChanged 147
		SP:Iteration 25Q (7158.550000 sec): 3 clusters
  Score: Raw -1728086.566565 + Penalty 3143.357979 = -1724943.208586
  nChanged 147
		SP:Iteration 26Q (7158.580000 sec): 3 clusters
  Score: Raw -1728137.243671 + Penalty 3143.357979 = -1724993.885692
  nChanged 140
		SP:Iteration 27Q (7158.620000 sec): 3 clusters
  Score: Raw -1728183.152945 + Penalty 3143.357979 = -1725039.794966
  nChanged 132
		SP:Iteration 28Q (7158.660000 sec): 3 clusters
  Score: Raw -1728232.451359 + Penalty 3143.357979 = -1725089.093381
  nChanged 130
		SP:Iteration 29Q (7158.690000 sec): 3 clusters
  Score: Raw -1728279.192812 + Penalty 3143.357979 = -1725135.834833
  nChanged 124
		SP:Iteration 30Q (7158.720000 sec): 3 clusters
  Score: Raw -1728324.192294 + Penalty 3143.357979 = -1725180.834315
  nChanged 124
		SP:Iteration 31Q (7158.760000 sec): 3 clusters
  Score: Raw -1728370.947449 + Penalty 3143.357979 = -1725227.589470
  nChanged 118
		SP:Iteration 32Q (7158.800000 sec): 3 clusters
  Score: Raw -1728412.451991 + Penalty 3143.357979 = -1725269.094012
  nChanged 107
		SP:Iteration 33Q (7158.830000 sec): 3 clusters
  Score: Raw -1728449.770164 + Penalty 3143.357979 = -1725306.412185
  nChanged 98
		SP:Iteration 34Q (7158.860000 sec): 3 clusters
  Score: Raw -1728485.372202 + Penalty 3143.357979 = -1725342.014223
  nChanged 97
		SP:Iteration 35Q (7158.890000 sec): 3 clusters
  Score: Raw -1728520.872190 + Penalty 3143.357979 = -1725377.514211
  nChanged 89
		SP:Iteration 36Q (7158.920000 sec): 3 clusters
  Score: Raw -1728555.545786 + Penalty 3143.357979 = -1725412.187807
  nChanged 84
		SP:Iteration 37Q (7158.960000 sec): 3 clusters
  Score: Raw -1728586.797685 + Penalty 3143.357979 = -1725443.439706
  nChanged 87
		SP:Iteration 38Q (7158.990000 sec): 3 clusters
  Score: Raw -1728618.553507 + Penalty 3143.357979 = -1725475.195528
  nChanged 62
		SP:Iteration 39Q (7159.020000 sec): 3 clusters
  Score: Raw -1728641.312242 + Penalty 3143.357979 = -1725497.954263
  nChanged 61
		SP:Iteration 40F (7159.060000 sec): 3 clusters
  Score: Raw -1728667.356773 + Penalty 3143.357979 = -1725523.998795
  nChanged 63
		SP:Iteration 41Q (7159.100000 sec): 3 clusters
  Score: Raw -1728690.555819 + Penalty 3143.357979 = -1725547.197840
  nChanged 56
		SP:Iteration 42Q (7159.130000 sec): 3 clusters
  Score: Raw -1728709.754107 + Penalty 3143.357979 = -1725566.396128
  nChanged 49
		SP:Iteration 43Q (7159.160000 sec): 3 clusters
  Score: Raw -1728725.738711 + Penalty 3143.357979 = -1725582.380732
  nChanged 32
		SP:Iteration 44Q (7159.200000 sec): 3 clusters
  Score: Raw -1728735.188809 + Penalty 3143.357979 = -1725591.830830
  nChanged 27
		SP:Iteration 45Q (7159.230000 sec): 3 clusters
  Score: Raw -1728742.318428 + Penalty 3143.357979 = -1725598.960449
  nChanged 18
		SP:Iteration 46Q (7159.260000 sec): 3 clusters
  Score: Raw -1728748.434931 + Penalty 3143.357979 = -1725605.076952
  nChanged 18
		SP:Iteration 47Q (7159.290000 sec): 3 clusters
  Score: Raw -1728752.775787 + Penalty 3143.357979 = -1725609.417809
  nChanged 14
		SP:Iteration 48Q (7159.320000 sec): 3 clusters
  Score: Raw -1728756.715963 + Penalty 3143.357979 = -1725613.357984
  nChanged 12
		SP:Iteration 49Q (7159.360000 sec): 3 clusters
  Score: Raw -1728760.154706 + Penalty 3143.357979 = -1725616.796727
  nChanged 14
		SP:Iteration 50Q (7159.390000 sec): 3 clusters
  Score: Raw -1728764.194722 + Penalty 3143.357979 = -1725620.836744
  nChanged 14
		SP:Iteration 51Q (7159.420000 sec): 3 clusters
  Score: Raw -1728767.369100 + Penalty 3143.357979 = -1725624.011121
  nChanged 7
		SP:Iteration 52Q (7159.450000 sec): 3 clusters
  Score: Raw -1728769.065056 + Penalty 3143.357979 = -1725625.707078
  nChanged 9
		SP:Iteration 53Q (7159.490000 sec): 3 clusters
  Score: Raw -1728770.731249 + Penalty 3143.357979 = -1725627.373270
  nChanged 7
		SP:Iteration 54Q (7159.520000 sec): 3 clusters
  Score: Raw -1728773.278877 + Penalty 3143.357979 = -1725629.920898
  nChanged 8
		SP:Iteration 55Q (7159.550000 sec): 3 clusters
  Score: Raw -1728774.759237 + Penalty 3143.357979 = -1725631.401258
  nChanged 6
		SP:Iteration 56Q (7159.580000 sec): 3 clusters
  Score: Raw -1728776.697259 + Penalty 3143.357979 = -1725633.339280
  nChanged 9
		SP:Iteration 57Q (7159.620000 sec): 3 clusters
  Score: Raw -1728779.298876 + Penalty 3143.357979 = -1725635.940898
  nChanged 9
		SP:Iteration 58Q (7159.650000 sec): 3 clusters
  Score: Raw -1728782.014308 + Penalty 3143.357979 = -1725638.656329
  nChanged 10
		SP:Iteration 59Q (7159.680000 sec): 3 clusters
  Score: Raw -1728785.286830 + Penalty 3143.357979 = -1725641.928851
  nChanged 11
		SP:Iteration 60F (7159.720000 sec): 3 clusters
  Score: Raw -1728790.983550 + Penalty 3143.357979 = -1725647.625571
  nChanged 14
		SP:Iteration 61Q (7159.750000 sec): 3 clusters
  Score: Raw -1728796.272494 + Penalty 3143.357979 = -1725652.914515
  nChanged 10
		SP:Iteration 62Q (7159.780000 sec): 3 clusters
  Score: Raw -1728798.818996 + Penalty 3143.357979 = -1725655.461018
  nChanged 9
		SP:Iteration 63Q (7159.820000 sec): 3 clusters
  Score: Raw -1728801.559254 + Penalty 3143.357979 = -1725658.201275
  nChanged 6
		SP:Iteration 64Q (7159.840000 sec): 3 clusters
  Score: Raw -1728802.965771 + Penalty 3143.357979 = -1725659.607792
  nChanged 6
		SP:Iteration 65Q (7159.880000 sec): 3 clusters
  Score: Raw -1728804.392137 + Penalty 3143.357979 = -1725661.034158
  nChanged 7
		SP:Iteration 66Q (7159.910000 sec): 3 clusters
  Score: Raw -1728806.119275 + Penalty 3143.357979 = -1725662.761297
  nChanged 6
		SP:Iteration 67Q (7159.940000 sec): 3 clusters
  Score: Raw -1728807.989694 + Penalty 3143.357979 = -1725664.631716
  nChanged 6
		SP:Iteration 68Q (7159.970000 sec): 3 clusters
  Score: Raw -1728809.788212 + Penalty 3143.357979 = -1725666.430233
  nChanged 7
		SP:Iteration 69Q (7160.000000 sec): 3 clusters
  Score: Raw -1728811.652685 + Penalty 3143.357979 = -1725668.294706
  nChanged 8
		SP:Iteration 70Q (7160.030000 sec): 3 clusters
  Score: Raw -1728813.694831 + Penalty 3143.357979 = -1725670.336852
  nChanged 8
		SP:Iteration 71Q (7160.070000 sec): 3 clusters
  Score: Raw -1728815.909584 + Penalty 3143.357979 = -1725672.551605
  nChanged 2
		SP:Iteration 72Q (7160.100000 sec): 3 clusters
  Score: Raw -1728816.362691 + Penalty 3143.357979 = -1725673.004712
  nChanged 0
		SP:Iteration 73F (7160.140000 sec): 3 clusters
  Score: Raw -1728816.362691 + Penalty 3143.357979 = -1725673.004712
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (5046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7160.160000 sec): 2 clusters
  Score: Raw -542702.131538 + Penalty 1385.532058 = -541316.599479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7160.170000 sec): 3 clusters
  Score: Raw -540116.647016 + Penalty 2771.064117 = -537345.582899
  nChanged 1978
		SP:Iteration 1F (7160.190000 sec): 3 clusters
  Score: Raw -541473.254981 + Penalty 2771.064117 = -538702.190864
  nChanged 426
		SP:Iteration 2F (7160.200000 sec): 3 clusters
  Score: Raw -541846.862858 + Penalty 2771.064117 = -539075.798741
  nChanged 364
		SP:Iteration 3F (7160.210000 sec): 3 clusters
  Score: Raw -542187.377400 + Penalty 2771.064117 = -539416.313283
  nChanged 332
		SP:Iteration 4F (7160.230000 sec): 3 clusters
  Score: Raw -542504.303399 + Penalty 2771.064117 = -539733.239282
  nChanged 293
		SP:Iteration 5F (7160.240000 sec): 3 clusters
  Score: Raw -542744.066234 + Penalty 2771.064117 = -539973.002117
  nChanged 264
		SP:Iteration 6F (7160.250000 sec): 3 clusters
  Score: Raw -542935.988868 + Penalty 2771.064117 = -540164.924751
  nChanged 216
		SP:Iteration 7Q (7160.270000 sec): 3 clusters
  Score: Raw -543079.397249 + Penalty 2771.064117 = -540308.333132
  nChanged 168
		SP:Iteration 8Q (7160.280000 sec): 3 clusters
  Score: Raw -543178.803582 + Penalty 2771.064117 = -540407.739465
  nChanged 148
		SP:Iteration 9Q (7160.290000 sec): 3 clusters
  Score: Raw -543255.519993 + Penalty 2771.064117 = -540484.455876
  nChanged 134
		SP:Iteration 10Q (7160.300000 sec): 3 clusters
  Score: Raw -543318.514906 + Penalty 2771.064117 = -540547.450789
  nChanged 121
		SP:Iteration 11Q (7160.310000 sec): 3 clusters
  Score: Raw -543371.753026 + Penalty 2771.064117 = -540600.688909
  nChanged 81
		SP:Iteration 12Q (7160.330000 sec): 3 clusters
  Score: Raw -543404.919008 + Penalty 2771.064117 = -540633.854891
  nChanged 73
		SP:Iteration 13Q (7160.340000 sec): 3 clusters
  Score: Raw -543432.356672 + Penalty 2771.064117 = -540661.292555
  nChanged 66
		SP:Iteration 14Q (7160.350000 sec): 3 clusters
  Score: Raw -543455.286214 + Penalty 2771.064117 = -540684.222097
  nChanged 58
		SP:Iteration 15Q (7160.370000 sec): 3 clusters
  Score: Raw -543474.588957 + Penalty 2771.064117 = -540703.524840
  nChanged 45
		SP:Iteration 16Q (7160.380000 sec): 3 clusters
  Score: Raw -543488.205795 + Penalty 2771.064117 = -540717.141678
  nChanged 45
		SP:Iteration 17Q (7160.390000 sec): 3 clusters
  Score: Raw -543503.408103 + Penalty 2771.064117 = -540732.343986
  nChanged 49
		SP:Iteration 18Q (7160.400000 sec): 3 clusters
  Score: Raw -543518.457239 + Penalty 2771.064117 = -540747.393122
  nChanged 47
		SP:Iteration 19Q (7160.410000 sec): 3 clusters
  Score: Raw -543532.780390 + Penalty 2771.064117 = -540761.716273
  nChanged 41
		SP:Iteration 20F (7160.430000 sec): 3 clusters
  Score: Raw -543549.824442 + Penalty 2771.064117 = -540778.760325
  nChanged 41
		SP:Iteration 21Q (7160.440000 sec): 3 clusters
  Score: Raw -543562.453184 + Penalty 2771.064117 = -540791.389067
  nChanged 24
		SP:Iteration 22Q (7160.450000 sec): 3 clusters
  Score: Raw -543571.003672 + Penalty 2771.064117 = -540799.939555
  nChanged 24
		SP:Iteration 23Q (7160.460000 sec): 3 clusters
  Score: Raw -543580.541728 + Penalty 2771.064117 = -540809.477611
  nChanged 29
		SP:Iteration 24Q (7160.470000 sec): 3 clusters
  Score: Raw -543592.976640 + Penalty 2771.064117 = -540821.912523
  nChanged 33
		SP:Iteration 25Q (7160.490000 sec): 3 clusters
  Score: Raw -543604.827784 + Penalty 2771.064117 = -540833.763667
  nChanged 32
		SP:Iteration 26Q (7160.500000 sec): 3 clusters
  Score: Raw -543614.516039 + Penalty 2771.064117 = -540843.451922
  nChanged 28
		SP:Iteration 27Q (7160.510000 sec): 3 clusters
  Score: Raw -543622.784704 + Penalty 2771.064117 = -540851.720587
  nChanged 22
		SP:Iteration 28Q (7160.520000 sec): 3 clusters
  Score: Raw -543630.033595 + Penalty 2771.064117 = -540858.969478
  nChanged 22
		SP:Iteration 29Q (7160.530000 sec): 3 clusters
  Score: Raw -543636.538468 + Penalty 2771.064117 = -540865.474351
  nChanged 19
		SP:Iteration 30Q (7160.550000 sec): 3 clusters
  Score: Raw -543643.619412 + Penalty 2771.064117 = -540872.555295
  nChanged 14
		SP:Iteration 31Q (7160.560000 sec): 3 clusters
  Score: Raw -543648.653216 + Penalty 2771.064117 = -540877.589099
  nChanged 18
		SP:Iteration 32Q (7160.570000 sec): 3 clusters
  Score: Raw -543656.397698 + Penalty 2771.064117 = -540885.333581
  nChanged 23
		SP:Iteration 33Q (7160.580000 sec): 3 clusters
  Score: Raw -543663.540950 + Penalty 2771.064117 = -540892.476833
  nChanged 22
		SP:Iteration 34Q (7160.590000 sec): 3 clusters
  Score: Raw -543669.883365 + Penalty 2771.064117 = -540898.819248
  nChanged 20
		SP:Iteration 35Q (7160.610000 sec): 3 clusters
  Score: Raw -543676.470415 + Penalty 2771.064117 = -540905.406298
  nChanged 23
		SP:Iteration 36Q (7160.620000 sec): 3 clusters
  Score: Raw -543683.362655 + Penalty 2771.064117 = -540912.298538
  nChanged 20
		SP:Iteration 37Q (7160.630000 sec): 3 clusters
  Score: Raw -543688.122937 + Penalty 2771.064117 = -540917.058820
  nChanged 18
		SP:Iteration 38Q (7160.640000 sec): 3 clusters
  Score: Raw -543693.216389 + Penalty 2771.064117 = -540922.152272
  nChanged 13
		SP:Iteration 39Q (7160.650000 sec): 3 clusters
  Score: Raw -543696.082205 + Penalty 2771.064117 = -540925.018088
  nChanged 7
		SP:Iteration 40F (7160.670000 sec): 3 clusters
  Score: Raw -543698.222733 + Penalty 2771.064117 = -540927.158616
  nChanged 11
		SP:Iteration 41Q (7160.680000 sec): 3 clusters
  Score: Raw -543701.603715 + Penalty 2771.064117 = -540930.539598
  nChanged 9
		SP:Iteration 42Q (7160.690000 sec): 3 clusters
  Score: Raw -543703.702469 + Penalty 2771.064117 = -540932.638352
  nChanged 7
		SP:Iteration 43Q (7160.700000 sec): 3 clusters
  Score: Raw -543705.527262 + Penalty 2771.064117 = -540934.463145
  nChanged 3
		SP:Iteration 44Q (7160.710000 sec): 3 clusters
  Score: Raw -543706.224833 + Penalty 2771.064117 = -540935.160716
  nChanged 4
		SP:Iteration 45Q (7160.730000 sec): 3 clusters
  Score: Raw -543706.846637 + Penalty 2771.064117 = -540935.782520
  nChanged 2
		SP:Iteration 46Q (7160.740000 sec): 3 clusters
  Score: Raw -543707.643013 + Penalty 2771.064117 = -540936.578896
  nChanged 6
		SP:Iteration 47Q (7160.750000 sec): 3 clusters
  Score: Raw -543709.873244 + Penalty 2771.064117 = -540938.809127
  nChanged 13
		SP:Iteration 48Q (7160.760000 sec): 3 clusters
  Score: Raw -543712.740058 + Penalty 2771.064117 = -540941.675941
  nChanged 9
		SP:Iteration 49Q (7160.770000 sec): 3 clusters
  Score: Raw -543714.614600 + Penalty 2771.064117 = -540943.550483
  nChanged 7
		SP:Iteration 50Q (7160.790000 sec): 3 clusters
  Score: Raw -543717.661329 + Penalty 2771.064117 = -540946.597212
  nChanged 6
		SP:Iteration 51Q (7160.800000 sec): 3 clusters
  Score: Raw -543720.195562 + Penalty 2771.064117 = -540949.131445
  nChanged 8
		SP:Iteration 52Q (7160.810000 sec): 3 clusters
  Score: Raw -543721.941525 + Penalty 2771.064117 = -540950.877408
  nChanged 4
		SP:Iteration 53Q (7160.820000 sec): 3 clusters
  Score: Raw -543722.627201 + Penalty 2771.064117 = -540951.563084
  nChanged 4
		SP:Iteration 54Q (7160.830000 sec): 3 clusters
  Score: Raw -543723.189739 + Penalty 2771.064117 = -540952.125622
  nChanged 3
		SP:Iteration 55Q (7160.850000 sec): 3 clusters
  Score: Raw -543723.842338 + Penalty 2771.064117 = -540952.778221
  nChanged 4
		SP:Iteration 56Q (7160.860000 sec): 3 clusters
  Score: Raw -543725.047705 + Penalty 2771.064117 = -540953.983588
  nChanged 5
		SP:Iteration 57Q (7160.870000 sec): 3 clusters
  Score: Raw -543726.691765 + Penalty 2771.064117 = -540955.627648
  nChanged 7
		SP:Iteration 58Q (7160.880000 sec): 3 clusters
  Score: Raw -543728.839026 + Penalty 2771.064117 = -540957.774909
  nChanged 6
		SP:Iteration 59Q (7160.890000 sec): 3 clusters
  Score: Raw -543730.495642 + Penalty 2771.064117 = -540959.431525
  nChanged 6
		SP:Iteration 60F (7160.910000 sec): 3 clusters
  Score: Raw -543731.633468 + Penalty 2771.064117 = -540960.569351
  nChanged 5
		SP:Iteration 61Q (7160.920000 sec): 3 clusters
  Score: Raw -543733.202705 + Penalty 2771.064117 = -540962.138588
  nChanged 10
		SP:Iteration 62Q (7160.930000 sec): 3 clusters
  Score: Raw -543737.771921 + Penalty 2771.064117 = -540966.707804
  nChanged 10
		SP:Iteration 63Q (7160.940000 sec): 3 clusters
  Score: Raw -543742.735519 + Penalty 2771.064117 = -540971.671402
  nChanged 12
		SP:Iteration 64Q (7160.950000 sec): 3 clusters
  Score: Raw -543747.683509 + Penalty 2771.064117 = -540976.619392
  nChanged 13
		SP:Iteration 65Q (7160.960000 sec): 3 clusters
  Score: Raw -543750.468615 + Penalty 2771.064117 = -540979.404498
  nChanged 11
		SP:Iteration 66Q (7160.970000 sec): 3 clusters
  Score: Raw -543753.305682 + Penalty 2771.064117 = -540982.241565
  nChanged 9
		SP:Iteration 67Q (7160.990000 sec): 3 clusters
  Score: Raw -543755.917178 + Penalty 2771.064117 = -540984.853061
  nChanged 7
		SP:Iteration 68Q (7161.000000 sec): 3 clusters
  Score: Raw -543758.631059 + Penalty 2771.064117 = -540987.566942
  nChanged 13
		SP:Iteration 69Q (7161.010000 sec): 3 clusters
  Score: Raw -543765.333511 + Penalty 2771.064117 = -540994.269394
  nChanged 22
		SP:Iteration 70Q (7161.020000 sec): 3 clusters
  Score: Raw -543775.929851 + Penalty 2771.064117 = -541004.865734
  nChanged 24
		SP:Iteration 71Q (7161.030000 sec): 3 clusters
  Score: Raw -543786.370135 + Penalty 2771.064117 = -541015.306018
  nChanged 20
		SP:Iteration 72Q (7161.050000 sec): 3 clusters
  Score: Raw -543796.568444 + Penalty 2771.064117 = -541025.504327
  nChanged 29
		SP:Iteration 73Q (7161.060000 sec): 3 clusters
  Score: Raw -543812.176757 + Penalty 2771.064117 = -541041.112640
  nChanged 19
		SP:Iteration 74Q (7161.070000 sec): 3 clusters
  Score: Raw -543822.639683 + Penalty 2771.064117 = -541051.575566
  nChanged 26
		SP:Iteration 75Q (7161.080000 sec): 3 clusters
  Score: Raw -543840.347311 + Penalty 2771.064117 = -541069.283194
  nChanged 19
		SP:Iteration 76Q (7161.090000 sec): 3 clusters
  Score: Raw -543855.391294 + Penalty 2771.064117 = -541084.327177
  nChanged 20
		SP:Iteration 77Q (7161.110000 sec): 3 clusters
  Score: Raw -543867.681066 + Penalty 2771.064117 = -541096.616949
  nChanged 14
		SP:Iteration 78Q (7161.120000 sec): 3 clusters
  Score: Raw -543874.302101 + Penalty 2771.064117 = -541103.237984
  nChanged 10
		SP:Iteration 79Q (7161.130000 sec): 3 clusters
  Score: Raw -543880.418315 + Penalty 2771.064117 = -541109.354198
  nChanged 16
		SP:Iteration 80F (7161.140000 sec): 3 clusters
  Score: Raw -543890.094706 + Penalty 2771.064117 = -541119.030589
  nChanged 6
		SP:Iteration 81Q (7161.150000 sec): 3 clusters
  Score: Raw -543892.569943 + Penalty 2771.064117 = -541121.505826
  nChanged 6
		SP:Iteration 82Q (7161.160000 sec): 3 clusters
  Score: Raw -543895.196405 + Penalty 2771.064117 = -541124.132288
  nChanged 2
		SP:Iteration 83Q (7161.170000 sec): 3 clusters
  Score: Raw -543895.732871 + Penalty 2771.064117 = -541124.668754
  nChanged 3
		SP:Iteration 84Q (7161.190000 sec): 3 clusters
  Score: Raw -543897.111380 + Penalty 2771.064117 = -541126.047263
  nChanged 3
		SP:Iteration 85Q (7161.200000 sec): 3 clusters
  Score: Raw -543898.768385 + Penalty 2771.064117 = -541127.704268
  nChanged 4
		SP:Iteration 86Q (7161.210000 sec): 3 clusters
  Score: Raw -543900.403121 + Penalty 2771.064117 = -541129.339004
  nChanged 3
		SP:Iteration 87Q (7161.220000 sec): 3 clusters
  Score: Raw -543901.348159 + Penalty 2771.064117 = -541130.284042
  nChanged 1
		SP:Iteration 88Q (7161.230000 sec): 3 clusters
  Score: Raw -543901.830081 + Penalty 2771.064117 = -541130.765964
  nChanged 1
		SP:Iteration 89Q (7161.240000 sec): 3 clusters
  Score: Raw -543902.067981 + Penalty 2771.064117 = -541131.003864
  nChanged 1
		SP:Iteration 90Q (7161.250000 sec): 3 clusters
  Score: Raw -543902.334647 + Penalty 2771.064117 = -541131.270530
  nChanged 1
		SP:Iteration 91Q (7161.260000 sec): 3 clusters
  Score: Raw -543902.504540 + Penalty 2771.064117 = -541131.440423
  nChanged 0
		SP:Iteration 92F (7161.280000 sec): 3 clusters
  Score: Raw -543902.504540 + Penalty 2771.064117 = -541131.440423
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7161.290000 sec): 2 clusters
  Score: Raw -124200.830297 + Penalty 1143.516987 = -123057.313310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7161.290000 sec): 3 clusters
  Score: Raw -123751.544801 + Penalty 2287.033975 = -121464.510826
  nChanged 371
		SP:Iteration 1F (7161.290000 sec): 3 clusters
  Score: Raw -124051.050452 + Penalty 2287.033975 = -121764.016477
  nChanged 95
		SP:Iteration 2F (7161.290000 sec): 3 clusters
  Score: Raw -124154.402323 + Penalty 2287.033975 = -121867.368348
  nChanged 50
		SP:Iteration 3Q (7161.300000 sec): 3 clusters
  Score: Raw -124211.406613 + Penalty 2287.033975 = -121924.372638
  nChanged 32
		SP:Iteration 4Q (7161.300000 sec): 3 clusters
  Score: Raw -124239.086774 + Penalty 2287.033975 = -121952.052800
  nChanged 15
		SP:Iteration 5Q (7161.300000 sec): 3 clusters
  Score: Raw -124248.828505 + Penalty 2287.033975 = -121961.794531
  nChanged 5
		SP:Iteration 6Q (7161.310000 sec): 3 clusters
  Score: Raw -124251.403114 + Penalty 2287.033975 = -121964.369139
  nChanged 2
		SP:Iteration 7Q (7161.310000 sec): 3 clusters
  Score: Raw -124252.002471 + Penalty 2287.033975 = -121964.968496
  nChanged 2
		SP:Iteration 8Q (7161.310000 sec): 3 clusters
  Score: Raw -124253.268186 + Penalty 2287.033975 = -121966.234211
  nChanged 4
		SP:Iteration 9Q (7161.310000 sec): 3 clusters
  Score: Raw -124256.888722 + Penalty 2287.033975 = -121969.854747
  nChanged 2
		SP:Iteration 10Q (7161.320000 sec): 3 clusters
  Score: Raw -124258.240963 + Penalty 2287.033975 = -121971.206989
  nChanged 5
		SP:Iteration 11Q (7161.320000 sec): 3 clusters
  Score: Raw -124262.431301 + Penalty 2287.033975 = -121975.397327
  nChanged 7
		SP:Iteration 12Q (7161.320000 sec): 3 clusters
  Score: Raw -124270.468037 + Penalty 2287.033975 = -121983.434062
  nChanged 7
		SP:Iteration 13Q (7161.330000 sec): 3 clusters
  Score: Raw -124276.131762 + Penalty 2287.033975 = -121989.097787
  nChanged 8
		SP:Iteration 14Q (7161.330000 sec): 3 clusters
  Score: Raw -124281.367391 + Penalty 2287.033975 = -121994.333416
  nChanged 3
		SP:Iteration 15Q (7161.330000 sec): 3 clusters
  Score: Raw -124283.673812 + Penalty 2287.033975 = -121996.639838
  nChanged 8
		SP:Iteration 16Q (7161.330000 sec): 3 clusters
  Score: Raw -124290.134347 + Penalty 2287.033975 = -122003.100372
  nChanged 5
		SP:Iteration 17Q (7161.330000 sec): 3 clusters
  Score: Raw -124294.002920 + Penalty 2287.033975 = -122006.968945
  nChanged 5
		SP:Iteration 18Q (7161.340000 sec): 3 clusters
  Score: Raw -124297.986589 + Penalty 2287.033975 = -122010.952614
  nChanged 5
		SP:Iteration 19Q (7161.340000 sec): 3 clusters
  Score: Raw -124300.859909 + Penalty 2287.033975 = -122013.825934
  nChanged 1
		SP:Iteration 20F (7161.350000 sec): 3 clusters
  Score: Raw -124301.186981 + Penalty 2287.033975 = -122014.153006
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7161.350000 sec): 2 clusters
  Score: Raw -126028.445152 + Penalty 1158.119756 = -124870.325395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7161.350000 sec): 3 clusters
  Score: Raw -125628.722054 + Penalty 2316.239513 = -123312.482541
  nChanged 397
		SP:Iteration 1F (7161.360000 sec): 3 clusters
  Score: Raw -126009.259677 + Penalty 2316.239513 = -123693.020164
  nChanged 98
		SP:Iteration 2F (7161.360000 sec): 3 clusters
  Score: Raw -126118.080377 + Penalty 2316.239513 = -123801.840865
  nChanged 61
		SP:Iteration 3Q (7161.360000 sec): 3 clusters
  Score: Raw -126213.801027 + Penalty 2316.239513 = -123897.561514
  nChanged 52
		SP:Iteration 4Q (7161.370000 sec): 3 clusters
  Score: Raw -126270.610083 + Penalty 2316.239513 = -123954.370570
  nChanged 38
		SP:Iteration 5Q (7161.370000 sec): 3 clusters
  Score: Raw -126318.254102 + Penalty 2316.239513 = -124002.014590
  nChanged 35
		SP:Iteration 6Q (7161.370000 sec): 3 clusters
  Score: Raw -126372.717066 + Penalty 2316.239513 = -124056.477553
  nChanged 26
		SP:Iteration 7Q (7161.370000 sec): 3 clusters
  Score: Raw -126410.438014 + Penalty 2316.239513 = -124094.198501
  nChanged 24
		SP:Iteration 8Q (7161.380000 sec): 3 clusters
  Score: Raw -126439.549986 + Penalty 2316.239513 = -124123.310473
  nChanged 17
		SP:Iteration 9Q (7161.380000 sec): 3 clusters
  Score: Raw -126457.546579 + Penalty 2316.239513 = -124141.307066
  nChanged 15
		SP:Iteration 10Q (7161.390000 sec): 3 clusters
  Score: Raw -126480.257620 + Penalty 2316.239513 = -124164.018107
  nChanged 18
		SP:Iteration 11Q (7161.390000 sec): 3 clusters
  Score: Raw -126502.638059 + Penalty 2316.239513 = -124186.398546
  nChanged 12
		SP:Iteration 12Q (7161.390000 sec): 3 clusters
  Score: Raw -126514.265015 + Penalty 2316.239513 = -124198.025502
  nChanged 9
		SP:Iteration 13Q (7161.390000 sec): 3 clusters
  Score: Raw -126520.073264 + Penalty 2316.239513 = -124203.833751
  nChanged 4
		SP:Iteration 14Q (7161.390000 sec): 3 clusters
  Score: Raw -126522.330474 + Penalty 2316.239513 = -124206.090962
  nChanged 3
		SP:Iteration 15Q (7161.400000 sec): 3 clusters
  Score: Raw -126525.763960 + Penalty 2316.239513 = -124209.524448
  nChanged 3
		SP:Iteration 16Q (7161.400000 sec): 3 clusters
  Score: Raw -126528.933600 + Penalty 2316.239513 = -124212.694088
  nChanged 1
		SP:Iteration 17Q (7161.410000 sec): 3 clusters
  Score: Raw -126530.348819 + Penalty 2316.239513 = -124214.109306
  nChanged 0
		SP:Iteration 18F (7161.410000 sec): 3 clusters
  Score: Raw -126530.348819 + Penalty 2316.239513 = -124214.109306
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7161.410000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7161.410000 sec): 3 clusters
  Score: Raw -66389.337167 + Penalty 2066.861507 = -64322.475659
  nChanged 157
		SP:Iteration 1F (7161.410000 sec): 3 clusters
  Score: Raw -66577.970941 + Penalty 2066.861507 = -64511.109434
  nChanged 39
		SP:Iteration 2F (7161.420000 sec): 3 clusters
  Score: Raw -66638.462772 + Penalty 2066.861507 = -64571.601265
  nChanged 20
		SP:Iteration 3Q (7161.420000 sec): 3 clusters
  Score: Raw -66668.983053 + Penalty 2066.861507 = -64602.121546
  nChanged 13
		SP:Iteration 4Q (7161.420000 sec): 3 clusters
  Score: Raw -66692.420344 + Penalty 2066.861507 = -64625.558837
  nChanged 10
		SP:Iteration 5Q (7161.420000 sec): 3 clusters
  Score: Raw -66720.747557 + Penalty 2066.861507 = -64653.886050
  nChanged 17
		SP:Iteration 6Q (7161.420000 sec): 3 clusters
  Score: Raw -66755.378054 + Penalty 2066.861507 = -64688.516547
  nChanged 11
		SP:Iteration 7Q (7161.430000 sec): 3 clusters
  Score: Raw -66789.025379 + Penalty 2066.861507 = -64722.163872
  nChanged 8
		SP:Iteration 8Q (7161.430000 sec): 3 clusters
  Score: Raw -66799.110851 + Penalty 2066.861507 = -64732.249343
  nChanged 6
		SP:Iteration 9Q (7161.430000 sec): 3 clusters
  Score: Raw -66808.118546 + Penalty 2066.861507 = -64741.257039
  nChanged 2
		SP:Iteration 10Q (7161.430000 sec): 3 clusters
  Score: Raw -66810.587408 + Penalty 2066.861507 = -64743.725900
  nChanged 1
		SP:Iteration 11Q (7161.430000 sec): 3 clusters
  Score: Raw -66811.754780 + Penalty 2066.861507 = -64744.893273
  nChanged 1
		SP:Iteration 12Q (7161.430000 sec): 3 clusters
  Score: Raw -66812.830635 + Penalty 2066.861507 = -64745.969127
  nChanged 0
		SP:Iteration 13F (7161.430000 sec): 3 clusters
  Score: Raw -66812.830635 + Penalty 2066.861507 = -64745.969127
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7161.450000 sec): 2 clusters
  Score: Raw -343992.538301 + Penalty 1308.756651 = -342683.781650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7161.450000 sec): 3 clusters
  Score: Raw -342484.666416 + Penalty 2617.513302 = -339867.153113
  nChanged 1186
		SP:Iteration 1F (7161.460000 sec): 3 clusters
  Score: Raw -343151.776797 + Penalty 2617.513302 = -340534.263495
  nChanged 237
		SP:Iteration 2F (7161.470000 sec): 3 clusters
  Score: Raw -343279.142800 + Penalty 2617.513302 = -340661.629498
  nChanged 155
		SP:Iteration 3Q (7161.480000 sec): 3 clusters
  Score: Raw -343360.040497 + Penalty 2617.513302 = -340742.527195
  nChanged 116
		SP:Iteration 4Q (7161.490000 sec): 3 clusters
  Score: Raw -343411.055829 + Penalty 2617.513302 = -340793.542526
  nChanged 87
		SP:Iteration 5Q (7161.490000 sec): 3 clusters
  Score: Raw -343453.593589 + Penalty 2617.513302 = -340836.080287
  nChanged 70
		SP:Iteration 6Q (7161.500000 sec): 3 clusters
  Score: Raw -343487.747745 + Penalty 2617.513302 = -340870.234442
  nChanged 65
		SP:Iteration 7Q (7161.510000 sec): 3 clusters
  Score: Raw -343516.459113 + Penalty 2617.513302 = -340898.945811
  nChanged 51
		SP:Iteration 8Q (7161.520000 sec): 3 clusters
  Score: Raw -343540.059392 + Penalty 2617.513302 = -340922.546090
  nChanged 47
		SP:Iteration 9Q (7161.530000 sec): 3 clusters
  Score: Raw -343565.545858 + Penalty 2617.513302 = -340948.032556
  nChanged 44
		SP:Iteration 10Q (7161.530000 sec): 3 clusters
  Score: Raw -343581.572585 + Penalty 2617.513302 = -340964.059283
  nChanged 41
		SP:Iteration 11Q (7161.540000 sec): 3 clusters
  Score: Raw -343595.527278 + Penalty 2617.513302 = -340978.013975
  nChanged 34
		SP:Iteration 12Q (7161.550000 sec): 3 clusters
  Score: Raw -343609.728964 + Penalty 2617.513302 = -340992.215662
  nChanged 36
		SP:Iteration 13Q (7161.550000 sec): 3 clusters
  Score: Raw -343625.590828 + Penalty 2617.513302 = -341008.077526
  nChanged 52
		SP:Iteration 14Q (7161.560000 sec): 3 clusters
  Score: Raw -343646.069253 + Penalty 2617.513302 = -341028.555951
  nChanged 40
		SP:Iteration 15Q (7161.570000 sec): 3 clusters
  Score: Raw -343662.422797 + Penalty 2617.513302 = -341044.909494
  nChanged 39
		SP:Iteration 16Q (7161.580000 sec): 3 clusters
  Score: Raw -343679.303238 + Penalty 2617.513302 = -341061.789936
  nChanged 43
		SP:Iteration 17Q (7161.590000 sec): 3 clusters
  Score: Raw -343699.762719 + Penalty 2617.513302 = -341082.249416
  nChanged 44
		SP:Iteration 18Q (7161.590000 sec): 3 clusters
  Score: Raw -343725.459253 + Penalty 2617.513302 = -341107.945951
  nChanged 57
		SP:Iteration 19Q (7161.600000 sec): 3 clusters
  Score: Raw -343759.477148 + Penalty 2617.513302 = -341141.963846
  nChanged 68
		SP:Iteration 20F (7161.610000 sec): 3 clusters
  Score: Raw -343798.582219 + Penalty 2617.513302 = -341181.068917
  nChanged 62
		SP:Iteration 21Q (7161.620000 sec): 3 clusters
  Score: Raw -343836.770254 + Penalty 2617.513302 = -341219.256952
  nChanged 68
		SP:Iteration 22Q (7161.630000 sec): 3 clusters
  Score: Raw -343877.056401 + Penalty 2617.513302 = -341259.543099
  nChanged 50
		SP:Iteration 23Q (7161.630000 sec): 3 clusters
  Score: Raw -343902.151139 + Penalty 2617.513302 = -341284.637837
  nChanged 50
		SP:Iteration 24Q (7161.640000 sec): 3 clusters
  Score: Raw -343931.249780 + Penalty 2617.513302 = -341313.736478
  nChanged 52
		SP:Iteration 25Q (7161.650000 sec): 3 clusters
  Score: Raw -343967.001244 + Penalty 2617.513302 = -341349.487941
  nChanged 57
		SP:Iteration 26Q (7161.650000 sec): 3 clusters
  Score: Raw -344001.931212 + Penalty 2617.513302 = -341384.417910
  nChanged 55
		SP:Iteration 27Q (7161.660000 sec): 3 clusters
  Score: Raw -344042.437721 + Penalty 2617.513302 = -341424.924418
  nChanged 49
		SP:Iteration 28Q (7161.670000 sec): 3 clusters
  Score: Raw -344071.187266 + Penalty 2617.513302 = -341453.673964
  nChanged 35
		SP:Iteration 29Q (7161.670000 sec): 3 clusters
  Score: Raw -344094.227130 + Penalty 2617.513302 = -341476.713828
  nChanged 28
		SP:Iteration 30Q (7161.680000 sec): 3 clusters
  Score: Raw -344110.061553 + Penalty 2617.513302 = -341492.548251
  nChanged 18
		SP:Iteration 31Q (7161.690000 sec): 3 clusters
  Score: Raw -344120.385165 + Penalty 2617.513302 = -341502.871863
  nChanged 14
		SP:Iteration 32Q (7161.690000 sec): 3 clusters
  Score: Raw -344127.273332 + Penalty 2617.513302 = -341509.760029
  nChanged 14
		SP:Iteration 33Q (7161.700000 sec): 3 clusters
  Score: Raw -344133.917084 + Penalty 2617.513302 = -341516.403782
  nChanged 12
		SP:Iteration 34Q (7161.710000 sec): 3 clusters
  Score: Raw -344140.559260 + Penalty 2617.513302 = -341523.045958
  nChanged 8
		SP:Iteration 35Q (7161.720000 sec): 3 clusters
  Score: Raw -344146.372183 + Penalty 2617.513302 = -341528.858881
  nChanged 9
		SP:Iteration 36Q (7161.730000 sec): 3 clusters
  Score: Raw -344151.177154 + Penalty 2617.513302 = -341533.663852
  nChanged 3
		SP:Iteration 37Q (7161.730000 sec): 3 clusters
  Score: Raw -344152.057106 + Penalty 2617.513302 = -341534.543803
  nChanged 3
		SP:Iteration 38Q (7161.740000 sec): 3 clusters
  Score: Raw -344154.216722 + Penalty 2617.513302 = -341536.703420
  nChanged 2
		SP:Iteration 39Q (7161.750000 sec): 3 clusters
  Score: Raw -344155.494585 + Penalty 2617.513302 = -341537.981283
  nChanged 2
		SP:Iteration 40F (7161.750000 sec): 3 clusters
  Score: Raw -344157.057516 + Penalty 2617.513302 = -341539.544214
  nChanged 3
		SP:Iteration 41Q (7161.760000 sec): 3 clusters
  Score: Raw -344158.959636 + Penalty 2617.513302 = -341541.446334
  nChanged 1
		SP:Iteration 42Q (7161.770000 sec): 3 clusters
  Score: Raw -344159.209059 + Penalty 2617.513302 = -341541.695757
  nChanged 0
		SP:Iteration 43F (7161.770000 sec): 3 clusters
  Score: Raw -344159.209059 + Penalty 2617.513302 = -341541.695757
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7161.780000 sec): 2 clusters
  Score: Raw -27164.744125 + Penalty 897.886103 = -26266.858022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7161.780000 sec): 3 clusters
  Score: Raw -27240.161555 + Penalty 1795.772205 = -25444.389349
  nChanged 42
		SP:Iteration 1F (7161.780000 sec): 3 clusters
  Score: Raw -27300.300840 + Penalty 1795.772205 = -25504.528635
  nChanged 8
		SP:Iteration 2Q (7161.780000 sec): 3 clusters
  Score: Raw -27336.397148 + Penalty 1795.772205 = -25540.624942
  nChanged 2
		SP:Iteration 3Q (7161.780000 sec): 3 clusters
  Score: Raw -27341.652093 + Penalty 1795.772205 = -25545.879888
  nChanged 2
		SP:Iteration 4Q (7161.790000 sec): 3 clusters
  Score: Raw -27344.952085 + Penalty 1795.772205 = -25549.179880
  nChanged 0
		SP:Iteration 5F (7161.790000 sec): 3 clusters
  Score: Raw -27344.952085 + Penalty 1795.772205 = -25549.179880
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7161.790000 sec): 2 clusters
  Score: Raw -222577.234906 + Penalty 1245.456328 = -221331.778578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7161.800000 sec): 3 clusters
  Score: Raw -221649.254674 + Penalty 2490.912655 = -219158.342019
  nChanged 789
		SP:Iteration 1F (7161.810000 sec): 3 clusters
  Score: Raw -222171.796296 + Penalty 2490.912655 = -219680.883641
  nChanged 193
		SP:Iteration 2F (7161.810000 sec): 3 clusters
  Score: Raw -222384.165656 + Penalty 2490.912655 = -219893.253000
  nChanged 157
		SP:Iteration 3F (7161.820000 sec): 3 clusters
  Score: Raw -222609.420704 + Penalty 2490.912655 = -220118.508048
  nChanged 151
		SP:Iteration 4F (7161.820000 sec): 3 clusters
  Score: Raw -222821.160763 + Penalty 2490.912655 = -220330.248108
  nChanged 131
		SP:Iteration 5F (7161.830000 sec): 3 clusters
  Score: Raw -222995.922803 + Penalty 2490.912655 = -220505.010147
  nChanged 113
		SP:Iteration 6F (7161.830000 sec): 3 clusters
  Score: Raw -223152.776687 + Penalty 2490.912655 = -220661.864031
  nChanged 103
		SP:Iteration 7Q (7161.840000 sec): 3 clusters
  Score: Raw -223290.450130 + Penalty 2490.912655 = -220799.537474
  nChanged 83
		SP:Iteration 8Q (7161.840000 sec): 3 clusters
  Score: Raw -223374.745106 + Penalty 2490.912655 = -220883.832451
  nChanged 57
		SP:Iteration 9Q (7161.850000 sec): 3 clusters
  Score: Raw -223434.623678 + Penalty 2490.912655 = -220943.711023
  nChanged 34
		SP:Iteration 10Q (7161.850000 sec): 3 clusters
  Score: Raw -223467.340389 + Penalty 2490.912655 = -220976.427733
  nChanged 24
		SP:Iteration 11Q (7161.860000 sec): 3 clusters
  Score: Raw -223486.341652 + Penalty 2490.912655 = -220995.428997
  nChanged 14
		SP:Iteration 12Q (7161.860000 sec): 3 clusters
  Score: Raw -223496.295796 + Penalty 2490.912655 = -221005.383141
  nChanged 14
		SP:Iteration 13Q (7161.870000 sec): 3 clusters
  Score: Raw -223503.989661 + Penalty 2490.912655 = -221013.077006
  nChanged 6
		SP:Iteration 14Q (7161.870000 sec): 3 clusters
  Score: Raw -223507.450637 + Penalty 2490.912655 = -221016.537981
  nChanged 3
		SP:Iteration 15Q (7161.870000 sec): 3 clusters
  Score: Raw -223509.172717 + Penalty 2490.912655 = -221018.260062
  nChanged 4
		SP:Iteration 16Q (7161.880000 sec): 3 clusters
  Score: Raw -223512.007761 + Penalty 2490.912655 = -221021.095105
  nChanged 4
		SP:Iteration 17Q (7161.890000 sec): 3 clusters
  Score: Raw -223514.527937 + Penalty 2490.912655 = -221023.615281
  nChanged 4
		SP:Iteration 18Q (7161.890000 sec): 3 clusters
  Score: Raw -223516.347312 + Penalty 2490.912655 = -221025.434657
  nChanged 2
		SP:Iteration 19Q (7161.890000 sec): 3 clusters
  Score: Raw -223517.509373 + Penalty 2490.912655 = -221026.596718
  nChanged 2
		SP:Iteration 20F (7161.900000 sec): 3 clusters
  Score: Raw -223518.014753 + Penalty 2490.912655 = -221027.102098
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7161.910000 sec): 2 clusters
  Score: Raw -156291.745198 + Penalty 1183.113294 = -155108.631904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7161.910000 sec): 3 clusters
  Score: Raw -155747.829977 + Penalty 2366.226589 = -153381.603388
  nChanged 478
		SP:Iteration 1F (7161.910000 sec): 3 clusters
  Score: Raw -156104.874617 + Penalty 2366.226589 = -153738.648028
  nChanged 113
		SP:Iteration 2F (7161.920000 sec): 3 clusters
  Score: Raw -156229.334289 + Penalty 2366.226589 = -153863.107701
  nChanged 83
		SP:Iteration 3F (7161.920000 sec): 3 clusters
  Score: Raw -156336.449933 + Penalty 2366.226589 = -153970.223345
  nChanged 74
		SP:Iteration 4F (7161.930000 sec): 3 clusters
  Score: Raw -156450.419278 + Penalty 2366.226589 = -154084.192690
  nChanged 81
		SP:Iteration 5F (7161.930000 sec): 3 clusters
  Score: Raw -156590.809201 + Penalty 2366.226589 = -154224.582613
  nChanged 78
		SP:Iteration 6F (7161.930000 sec): 3 clusters
  Score: Raw -156709.693838 + Penalty 2366.226589 = -154343.467250
  nChanged 67
		SP:Iteration 7Q (7161.940000 sec): 3 clusters
  Score: Raw -156799.484803 + Penalty 2366.226589 = -154433.258215
  nChanged 54
		SP:Iteration 8Q (7161.940000 sec): 3 clusters
  Score: Raw -156879.274908 + Penalty 2366.226589 = -154513.048320
  nChanged 46
		SP:Iteration 9Q (7161.940000 sec): 3 clusters
  Score: Raw -156935.552902 + Penalty 2366.226589 = -154569.326313
  nChanged 29
		SP:Iteration 10Q (7161.950000 sec): 3 clusters
  Score: Raw -156966.307966 + Penalty 2366.226589 = -154600.081377
  nChanged 22
		SP:Iteration 11Q (7161.950000 sec): 3 clusters
  Score: Raw -156991.649920 + Penalty 2366.226589 = -154625.423332
  nChanged 14
		SP:Iteration 12Q (7161.950000 sec): 3 clusters
  Score: Raw -157005.794453 + Penalty 2366.226589 = -154639.567864
  nChanged 9
		SP:Iteration 13Q (7161.960000 sec): 3 clusters
  Score: Raw -157010.277653 + Penalty 2366.226589 = -154644.051065
  nChanged 7
		SP:Iteration 14Q (7161.960000 sec): 3 clusters
  Score: Raw -157014.966259 + Penalty 2366.226589 = -154648.739671
  nChanged 5
		SP:Iteration 15Q (7161.960000 sec): 3 clusters
  Score: Raw -157019.432529 + Penalty 2366.226589 = -154653.205940
  nChanged 3
		SP:Iteration 16Q (7161.970000 sec): 3 clusters
  Score: Raw -157023.426387 + Penalty 2366.226589 = -154657.199799
  nChanged 2
		SP:Iteration 17Q (7161.970000 sec): 3 clusters
  Score: Raw -157025.956580 + Penalty 2366.226589 = -154659.729991
  nChanged 2
		SP:Iteration 18Q (7161.970000 sec): 3 clusters
  Score: Raw -157029.668408 + Penalty 2366.226589 = -154663.441820
  nChanged 1
		SP:Iteration 19Q (7161.970000 sec): 3 clusters
  Score: Raw -157030.574881 + Penalty 2366.226589 = -154664.348293
  nChanged 1
		SP:Iteration 20F (7161.980000 sec): 3 clusters
  Score: Raw -157031.133809 + Penalty 2366.226589 = -154664.907221
  nChanged 3
		SP:Iteration 21Q (7161.980000 sec): 3 clusters
  Score: Raw -157032.283323 + Penalty 2366.226589 = -154666.056735
  nChanged 1
		SP:Iteration 22Q (7161.990000 sec): 3 clusters
  Score: Raw -157032.900940 + Penalty 2366.226589 = -154666.674351
  nChanged 2
		SP:Iteration 23Q (7161.990000 sec): 3 clusters
  Score: Raw -157034.055005 + Penalty 2366.226589 = -154667.828417
  nChanged 1
		SP:Iteration 24Q (7161.990000 sec): 3 clusters
  Score: Raw -157035.066881 + Penalty 2366.226589 = -154668.840293
  nChanged 1
		SP:Iteration 25Q (7161.990000 sec): 3 clusters
  Score: Raw -157035.816293 + Penalty 2366.226589 = -154669.589705
  nChanged 0
		SP:Iteration 26F (7162.000000 sec): 3 clusters
  Score: Raw -157035.816293 + Penalty 2366.226589 = -154669.589705
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.010000 sec): 2 clusters
  Score: Raw -48158.456005 + Penalty 994.190795 = -47164.265210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.010000 sec): 3 clusters
  Score: Raw -48163.743454 + Penalty 1988.381589 = -46175.361864
  nChanged 107
		SP:Iteration 1F (7162.010000 sec): 3 clusters
  Score: Raw -48414.836098 + Penalty 1988.381589 = -46426.454509
  nChanged 45
		SP:Iteration 2F (7162.010000 sec): 3 clusters
  Score: Raw -48517.696156 + Penalty 1988.381589 = -46529.314566
  nChanged 32
		SP:Iteration 3F (7162.010000 sec): 3 clusters
  Score: Raw -48615.690375 + Penalty 1988.381589 = -46627.308786
  nChanged 21
		SP:Iteration 4Q (7162.010000 sec): 3 clusters
  Score: Raw -48675.315318 + Penalty 1988.381589 = -46686.933728
  nChanged 18
		SP:Iteration 5Q (7162.010000 sec): 3 clusters
  Score: Raw -48736.221842 + Penalty 1988.381589 = -46747.840253
  nChanged 11
		SP:Iteration 6Q (7162.010000 sec): 3 clusters
  Score: Raw -48766.724261 + Penalty 1988.381589 = -46778.342671
  nChanged 7
		SP:Iteration 7Q (7162.010000 sec): 3 clusters
  Score: Raw -48777.874441 + Penalty 1988.381589 = -46789.492851
  nChanged 4
		SP:Iteration 8Q (7162.010000 sec): 3 clusters
  Score: Raw -48799.740497 + Penalty 1988.381589 = -46811.358908
  nChanged 3
		SP:Iteration 9Q (7162.010000 sec): 3 clusters
  Score: Raw -48811.080673 + Penalty 1988.381589 = -46822.699083
  nChanged 3
		SP:Iteration 10Q (7162.010000 sec): 3 clusters
  Score: Raw -48823.206519 + Penalty 1988.381589 = -46834.824929
  nChanged 0
		SP:Iteration 11F (7162.020000 sec): 3 clusters
  Score: Raw -48823.206519 + Penalty 1988.381589 = -46834.824929
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.030000 sec): 2 clusters
  Score: Raw -195923.954135 + Penalty 1216.847696 = -194707.106439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.030000 sec): 3 clusters
  Score: Raw -195206.804723 + Penalty 2433.695392 = -192773.109331
  nChanged 611
		SP:Iteration 1F (7162.040000 sec): 3 clusters
  Score: Raw -195660.862989 + Penalty 2433.695392 = -193227.167596
  nChanged 144
		SP:Iteration 2F (7162.040000 sec): 3 clusters
  Score: Raw -195793.086067 + Penalty 2433.695392 = -193359.390674
  nChanged 95
		SP:Iteration 3F (7162.050000 sec): 3 clusters
  Score: Raw -195882.770349 + Penalty 2433.695392 = -193449.074956
  nChanged 67
		SP:Iteration 4Q (7162.050000 sec): 3 clusters
  Score: Raw -195932.569157 + Penalty 2433.695392 = -193498.873764
  nChanged 53
		SP:Iteration 5Q (7162.050000 sec): 3 clusters
  Score: Raw -195973.354350 + Penalty 2433.695392 = -193539.658957
  nChanged 51
		SP:Iteration 6Q (7162.060000 sec): 3 clusters
  Score: Raw -196004.942339 + Penalty 2433.695392 = -193571.246947
  nChanged 37
		SP:Iteration 7Q (7162.060000 sec): 3 clusters
  Score: Raw -196038.646072 + Penalty 2433.695392 = -193604.950680
  nChanged 35
		SP:Iteration 8Q (7162.070000 sec): 3 clusters
  Score: Raw -196064.572339 + Penalty 2433.695392 = -193630.876946
  nChanged 26
		SP:Iteration 9Q (7162.070000 sec): 3 clusters
  Score: Raw -196080.821157 + Penalty 2433.695392 = -193647.125765
  nChanged 25
		SP:Iteration 10Q (7162.070000 sec): 3 clusters
  Score: Raw -196094.970285 + Penalty 2433.695392 = -193661.274893
  nChanged 16
		SP:Iteration 11Q (7162.080000 sec): 3 clusters
  Score: Raw -196105.062564 + Penalty 2433.695392 = -193671.367171
  nChanged 22
		SP:Iteration 12Q (7162.080000 sec): 3 clusters
  Score: Raw -196118.831434 + Penalty 2433.695392 = -193685.136042
  nChanged 17
		SP:Iteration 13Q (7162.090000 sec): 3 clusters
  Score: Raw -196126.347700 + Penalty 2433.695392 = -193692.652308
  nChanged 14
		SP:Iteration 14Q (7162.090000 sec): 3 clusters
  Score: Raw -196133.645785 + Penalty 2433.695392 = -193699.950393
  nChanged 10
		SP:Iteration 15Q (7162.100000 sec): 3 clusters
  Score: Raw -196137.687265 + Penalty 2433.695392 = -193703.991872
  nChanged 7
		SP:Iteration 16Q (7162.100000 sec): 3 clusters
  Score: Raw -196141.967087 + Penalty 2433.695392 = -193708.271694
  nChanged 6
		SP:Iteration 17Q (7162.110000 sec): 3 clusters
  Score: Raw -196146.004555 + Penalty 2433.695392 = -193712.309163
  nChanged 8
		SP:Iteration 18Q (7162.110000 sec): 3 clusters
  Score: Raw -196151.819119 + Penalty 2433.695392 = -193718.123727
  nChanged 6
		SP:Iteration 19Q (7162.110000 sec): 3 clusters
  Score: Raw -196155.207212 + Penalty 2433.695392 = -193721.511820
  nChanged 5
		SP:Iteration 20F (7162.120000 sec): 3 clusters
  Score: Raw -196158.304653 + Penalty 2433.695392 = -193724.609261
  nChanged 7
		SP:Iteration 21Q (7162.120000 sec): 3 clusters
  Score: Raw -196162.200065 + Penalty 2433.695392 = -193728.504672
  nChanged 7
		SP:Iteration 22Q (7162.130000 sec): 3 clusters
  Score: Raw -196167.665437 + Penalty 2433.695392 = -193733.970044
  nChanged 11
		SP:Iteration 23Q (7162.130000 sec): 3 clusters
  Score: Raw -196174.557700 + Penalty 2433.695392 = -193740.862308
  nChanged 9
		SP:Iteration 24Q (7162.130000 sec): 3 clusters
  Score: Raw -196181.234350 + Penalty 2433.695392 = -193747.538958
  nChanged 8
		SP:Iteration 25Q (7162.140000 sec): 3 clusters
  Score: Raw -196187.221040 + Penalty 2433.695392 = -193753.525648
  nChanged 6
		SP:Iteration 26Q (7162.150000 sec): 3 clusters
  Score: Raw -196190.606871 + Penalty 2433.695392 = -193756.911478
  nChanged 9
		SP:Iteration 27Q (7162.150000 sec): 3 clusters
  Score: Raw -196194.054715 + Penalty 2433.695392 = -193760.359322
  nChanged 7
		SP:Iteration 28Q (7162.150000 sec): 3 clusters
  Score: Raw -196197.935207 + Penalty 2433.695392 = -193764.239814
  nChanged 2
		SP:Iteration 29Q (7162.160000 sec): 3 clusters
  Score: Raw -196198.840656 + Penalty 2433.695392 = -193765.145263
  nChanged 2
		SP:Iteration 30Q (7162.160000 sec): 3 clusters
  Score: Raw -196199.140807 + Penalty 2433.695392 = -193765.445414
  nChanged 0
		SP:Iteration 31F (7162.170000 sec): 3 clusters
  Score: Raw -196199.140807 + Penalty 2433.695392 = -193765.445414
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.170000 sec): 2 clusters
  Score: Raw -175402.529308 + Penalty 1224.225228 = -174178.304080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.180000 sec): 3 clusters
  Score: Raw -174683.343479 + Penalty 2448.450456 = -172234.893023
  nChanged 684
		SP:Iteration 1F (7162.180000 sec): 3 clusters
  Score: Raw -175301.201355 + Penalty 2448.450456 = -172852.750899
  nChanged 186
		SP:Iteration 2F (7162.190000 sec): 3 clusters
  Score: Raw -175508.025694 + Penalty 2448.450456 = -173059.575238
  nChanged 104
		SP:Iteration 3F (7162.190000 sec): 3 clusters
  Score: Raw -175616.788025 + Penalty 2448.450456 = -173168.337569
  nChanged 70
		SP:Iteration 4Q (7162.200000 sec): 3 clusters
  Score: Raw -175671.231513 + Penalty 2448.450456 = -173222.781057
  nChanged 48
		SP:Iteration 5Q (7162.200000 sec): 3 clusters
  Score: Raw -175704.118909 + Penalty 2448.450456 = -173255.668453
  nChanged 28
		SP:Iteration 6Q (7162.210000 sec): 3 clusters
  Score: Raw -175722.884782 + Penalty 2448.450456 = -173274.434327
  nChanged 31
		SP:Iteration 7Q (7162.210000 sec): 3 clusters
  Score: Raw -175740.459909 + Penalty 2448.450456 = -173292.009453
  nChanged 14
		SP:Iteration 8Q (7162.210000 sec): 3 clusters
  Score: Raw -175750.742608 + Penalty 2448.450456 = -173302.292152
  nChanged 13
		SP:Iteration 9Q (7162.220000 sec): 3 clusters
  Score: Raw -175762.710110 + Penalty 2448.450456 = -173314.259654
  nChanged 17
		SP:Iteration 10Q (7162.230000 sec): 3 clusters
  Score: Raw -175775.512964 + Penalty 2448.450456 = -173327.062508
  nChanged 16
		SP:Iteration 11Q (7162.230000 sec): 3 clusters
  Score: Raw -175788.556506 + Penalty 2448.450456 = -173340.106051
  nChanged 15
		SP:Iteration 12Q (7162.230000 sec): 3 clusters
  Score: Raw -175802.247789 + Penalty 2448.450456 = -173353.797333
  nChanged 17
		SP:Iteration 13Q (7162.240000 sec): 3 clusters
  Score: Raw -175815.896577 + Penalty 2448.450456 = -173367.446122
  nChanged 13
		SP:Iteration 14Q (7162.240000 sec): 3 clusters
  Score: Raw -175824.118070 + Penalty 2448.450456 = -173375.667614
  nChanged 14
		SP:Iteration 15Q (7162.250000 sec): 3 clusters
  Score: Raw -175832.941785 + Penalty 2448.450456 = -173384.491329
  nChanged 8
		SP:Iteration 16Q (7162.250000 sec): 3 clusters
  Score: Raw -175839.454154 + Penalty 2448.450456 = -173391.003698
  nChanged 12
		SP:Iteration 17Q (7162.250000 sec): 3 clusters
  Score: Raw -175846.077386 + Penalty 2448.450456 = -173397.626930
  nChanged 5
		SP:Iteration 18Q (7162.260000 sec): 3 clusters
  Score: Raw -175849.586685 + Penalty 2448.450456 = -173401.136229
  nChanged 6
		SP:Iteration 19Q (7162.270000 sec): 3 clusters
  Score: Raw -175853.580556 + Penalty 2448.450456 = -173405.130100
  nChanged 8
		SP:Iteration 20F (7162.270000 sec): 3 clusters
  Score: Raw -175858.115533 + Penalty 2448.450456 = -173409.665077
  nChanged 8
		SP:Iteration 21Q (7162.270000 sec): 3 clusters
  Score: Raw -175861.357862 + Penalty 2448.450456 = -173412.907407
  nChanged 6
		SP:Iteration 22Q (7162.280000 sec): 3 clusters
  Score: Raw -175865.459802 + Penalty 2448.450456 = -173417.009347
  nChanged 5
		SP:Iteration 23Q (7162.280000 sec): 3 clusters
  Score: Raw -175868.001744 + Penalty 2448.450456 = -173419.551288
  nChanged 3
		SP:Iteration 24Q (7162.290000 sec): 3 clusters
  Score: Raw -175868.687636 + Penalty 2448.450456 = -173420.237180
  nChanged 0
		SP:Iteration 25F (7162.290000 sec): 3 clusters
  Score: Raw -175868.687636 + Penalty 2448.450456 = -173420.237180
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.300000 sec): 2 clusters
  Score: Raw -32547.354742 + Penalty 942.352556 = -31605.002186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.300000 sec): 3 clusters
  Score: Raw -32643.143805 + Penalty 1884.705113 = -30758.438692
  nChanged 72
		SP:Iteration 1F (7162.300000 sec): 3 clusters
  Score: Raw -32836.852546 + Penalty 1884.705113 = -30952.147434
  nChanged 25
		SP:Iteration 2F (7162.300000 sec): 3 clusters
  Score: Raw -32926.414188 + Penalty 1884.705113 = -31041.709075
  nChanged 11
		SP:Iteration 3Q (7162.300000 sec): 3 clusters
  Score: Raw -32976.437292 + Penalty 1884.705113 = -31091.732179
  nChanged 5
		SP:Iteration 4Q (7162.300000 sec): 3 clusters
  Score: Raw -32990.469726 + Penalty 1884.705113 = -31105.764614
  nChanged 4
		SP:Iteration 5Q (7162.300000 sec): 3 clusters
  Score: Raw -32996.617060 + Penalty 1884.705113 = -31111.911947
  nChanged 1
		SP:Iteration 6Q (7162.300000 sec): 3 clusters
  Score: Raw -32999.608111 + Penalty 1884.705113 = -31114.902998
  nChanged 1
		SP:Iteration 7Q (7162.300000 sec): 3 clusters
  Score: Raw -33001.416773 + Penalty 1884.705113 = -31116.711660
  nChanged 1
		SP:Iteration 8Q (7162.300000 sec): 3 clusters
  Score: Raw -33005.098828 + Penalty 1884.705113 = -31120.393716
  nChanged 2
		SP:Iteration 9Q (7162.310000 sec): 3 clusters
  Score: Raw -33008.667602 + Penalty 1884.705113 = -31123.962489
  nChanged 0
		SP:Iteration 10F (7162.310000 sec): 3 clusters
  Score: Raw -33008.667602 + Penalty 1884.705113 = -31123.962489
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (1072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.310000 sec): 2 clusters
  Score: Raw -117556.111785 + Penalty 1133.808218 = -116422.303567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.310000 sec): 3 clusters
  Score: Raw -117200.959852 + Penalty 2267.616436 = -114933.343416
  nChanged 334
		SP:Iteration 1F (7162.320000 sec): 3 clusters
  Score: Raw -117505.180106 + Penalty 2267.616436 = -115237.563669
  nChanged 72
		SP:Iteration 2F (7162.320000 sec): 3 clusters
  Score: Raw -117575.345261 + Penalty 2267.616436 = -115307.728825
  nChanged 45
		SP:Iteration 3Q (7162.320000 sec): 3 clusters
  Score: Raw -117616.943838 + Penalty 2267.616436 = -115349.327401
  nChanged 22
		SP:Iteration 4Q (7162.330000 sec): 3 clusters
  Score: Raw -117637.158841 + Penalty 2267.616436 = -115369.542405
  nChanged 16
		SP:Iteration 5Q (7162.330000 sec): 3 clusters
  Score: Raw -117658.117151 + Penalty 2267.616436 = -115390.500714
  nChanged 23
		SP:Iteration 6Q (7162.330000 sec): 3 clusters
  Score: Raw -117681.454286 + Penalty 2267.616436 = -115413.837850
  nChanged 26
		SP:Iteration 7Q (7162.330000 sec): 3 clusters
  Score: Raw -117704.146458 + Penalty 2267.616436 = -115436.530022
  nChanged 17
		SP:Iteration 8Q (7162.330000 sec): 3 clusters
  Score: Raw -117720.561353 + Penalty 2267.616436 = -115452.944917
  nChanged 17
		SP:Iteration 9Q (7162.340000 sec): 3 clusters
  Score: Raw -117737.188871 + Penalty 2267.616436 = -115469.572435
  nChanged 14
		SP:Iteration 10Q (7162.340000 sec): 3 clusters
  Score: Raw -117748.560398 + Penalty 2267.616436 = -115480.943962
  nChanged 9
		SP:Iteration 11Q (7162.340000 sec): 3 clusters
  Score: Raw -117753.444139 + Penalty 2267.616436 = -115485.827703
  nChanged 5
		SP:Iteration 12Q (7162.350000 sec): 3 clusters
  Score: Raw -117758.133108 + Penalty 2267.616436 = -115490.516672
  nChanged 7
		SP:Iteration 13Q (7162.350000 sec): 3 clusters
  Score: Raw -117762.967560 + Penalty 2267.616436 = -115495.351124
  nChanged 9
		SP:Iteration 14Q (7162.350000 sec): 3 clusters
  Score: Raw -117779.067998 + Penalty 2267.616436 = -115511.451562
  nChanged 10
		SP:Iteration 15Q (7162.350000 sec): 3 clusters
  Score: Raw -117794.295507 + Penalty 2267.616436 = -115526.679071
  nChanged 17
		SP:Iteration 16Q (7162.360000 sec): 3 clusters
  Score: Raw -117813.608663 + Penalty 2267.616436 = -115545.992226
  nChanged 11
		SP:Iteration 17Q (7162.360000 sec): 3 clusters
  Score: Raw -117823.642605 + Penalty 2267.616436 = -115556.026169
  nChanged 4
		SP:Iteration 18Q (7162.360000 sec): 3 clusters
  Score: Raw -117827.131701 + Penalty 2267.616436 = -115559.515265
  nChanged 4
		SP:Iteration 19Q (7162.360000 sec): 3 clusters
  Score: Raw -117829.883717 + Penalty 2267.616436 = -115562.267281
  nChanged 1
		SP:Iteration 20F (7162.370000 sec): 3 clusters
  Score: Raw -117830.962903 + Penalty 2267.616436 = -115563.346467
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.370000 sec): 2 clusters
  Score: Raw -13634.898358 + Penalty 803.016894 = -12831.881464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.370000 sec): 3 clusters
  Score: Raw -13791.183297 + Penalty 1606.033787 = -12185.149509
  nChanged 19
		SP:Iteration 1F (7162.370000 sec): 3 clusters
  Score: Raw -13878.364819 + Penalty 1606.033787 = -12272.331032
  nChanged 3
		SP:Iteration 2Q (7162.370000 sec): 3 clusters
  Score: Raw -13900.558401 + Penalty 1606.033787 = -12294.524614
  nChanged 2
		SP:Iteration 3Q (7162.370000 sec): 3 clusters
  Score: Raw -13907.383220 + Penalty 1606.033787 = -12301.349432
  nChanged 1
		SP:Iteration 4Q (7162.370000 sec): 3 clusters
  Score: Raw -13909.755641 + Penalty 1606.033787 = -12303.721853
  nChanged 0
		SP:Iteration 5F (7162.370000 sec): 3 clusters
  Score: Raw -13909.755641 + Penalty 1606.033787 = -12303.721853
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 81 (2506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.390000 sec): 2 clusters
  Score: Raw -243318.102763 + Penalty 1271.797010 = -242046.305753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.390000 sec): 3 clusters
  Score: Raw -242226.070169 + Penalty 2543.594019 = -239682.476150
  nChanged 921
		SP:Iteration 1F (7162.400000 sec): 3 clusters
  Score: Raw -242932.572534 + Penalty 2543.594019 = -240388.978515
  nChanged 211
		SP:Iteration 2F (7162.400000 sec): 3 clusters
  Score: Raw -243126.329146 + Penalty 2543.594019 = -240582.735127
  nChanged 164
		SP:Iteration 3F (7162.410000 sec): 3 clusters
  Score: Raw -243266.503111 + Penalty 2543.594019 = -240722.909092
  nChanged 111
		SP:Iteration 4Q (7162.410000 sec): 3 clusters
  Score: Raw -243354.504190 + Penalty 2543.594019 = -240810.910171
  nChanged 101
		SP:Iteration 5Q (7162.420000 sec): 3 clusters
  Score: Raw -243432.349342 + Penalty 2543.594019 = -240888.755323
  nChanged 84
		SP:Iteration 6Q (7162.430000 sec): 3 clusters
  Score: Raw -243493.863098 + Penalty 2543.594019 = -240950.269079
  nChanged 75
		SP:Iteration 7Q (7162.430000 sec): 3 clusters
  Score: Raw -243554.954355 + Penalty 2543.594019 = -241011.360336
  nChanged 71
		SP:Iteration 8Q (7162.440000 sec): 3 clusters
  Score: Raw -243607.710103 + Penalty 2543.594019 = -241064.116084
  nChanged 64
		SP:Iteration 9Q (7162.450000 sec): 3 clusters
  Score: Raw -243658.556376 + Penalty 2543.594019 = -241114.962357
  nChanged 58
		SP:Iteration 10Q (7162.450000 sec): 3 clusters
  Score: Raw -243707.040910 + Penalty 2543.594019 = -241163.446891
  nChanged 65
		SP:Iteration 11Q (7162.460000 sec): 3 clusters
  Score: Raw -243758.747863 + Penalty 2543.594019 = -241215.153844
  nChanged 74
		SP:Iteration 12Q (7162.470000 sec): 3 clusters
  Score: Raw -243812.294638 + Penalty 2543.594019 = -241268.700619
  nChanged 52
		SP:Iteration 13Q (7162.470000 sec): 3 clusters
  Score: Raw -243851.499438 + Penalty 2543.594019 = -241307.905419
  nChanged 40
		SP:Iteration 14Q (7162.470000 sec): 3 clusters
  Score: Raw -243880.967299 + Penalty 2543.594019 = -241337.373280
  nChanged 31
		SP:Iteration 15Q (7162.480000 sec): 3 clusters
  Score: Raw -243899.478176 + Penalty 2543.594019 = -241355.884157
  nChanged 26
		SP:Iteration 16Q (7162.490000 sec): 3 clusters
  Score: Raw -243911.491422 + Penalty 2543.594019 = -241367.897403
  nChanged 24
		SP:Iteration 17Q (7162.490000 sec): 3 clusters
  Score: Raw -243922.950974 + Penalty 2543.594019 = -241379.356955
  nChanged 17
		SP:Iteration 18Q (7162.500000 sec): 3 clusters
  Score: Raw -243931.436456 + Penalty 2543.594019 = -241387.842437
  nChanged 18
		SP:Iteration 19Q (7162.510000 sec): 3 clusters
  Score: Raw -243938.644156 + Penalty 2543.594019 = -241395.050137
  nChanged 15
		SP:Iteration 20F (7162.510000 sec): 3 clusters
  Score: Raw -243945.885975 + Penalty 2543.594019 = -241402.291956
  nChanged 17
		SP:Iteration 21Q (7162.520000 sec): 3 clusters
  Score: Raw -243953.561251 + Penalty 2543.594019 = -241409.967232
  nChanged 15
		SP:Iteration 22Q (7162.520000 sec): 3 clusters
  Score: Raw -243966.845769 + Penalty 2543.594019 = -241423.251750
  nChanged 16
		SP:Iteration 23Q (7162.530000 sec): 3 clusters
  Score: Raw -243976.073384 + Penalty 2543.594019 = -241432.479365
  nChanged 15
		SP:Iteration 24Q (7162.530000 sec): 3 clusters
  Score: Raw -243984.544256 + Penalty 2543.594019 = -241440.950237
  nChanged 9
		SP:Iteration 25Q (7162.540000 sec): 3 clusters
  Score: Raw -243989.699123 + Penalty 2543.594019 = -241446.105104
  nChanged 9
		SP:Iteration 26Q (7162.550000 sec): 3 clusters
  Score: Raw -243994.806993 + Penalty 2543.594019 = -241451.212974
  nChanged 8
		SP:Iteration 27Q (7162.550000 sec): 3 clusters
  Score: Raw -243998.731734 + Penalty 2543.594019 = -241455.137715
  nChanged 5
		SP:Iteration 28Q (7162.560000 sec): 3 clusters
  Score: Raw -243999.817480 + Penalty 2543.594019 = -241456.223461
  nChanged 2
		SP:Iteration 29Q (7162.560000 sec): 3 clusters
  Score: Raw -244001.716306 + Penalty 2543.594019 = -241458.122287
  nChanged 4
		SP:Iteration 30Q (7162.570000 sec): 3 clusters
  Score: Raw -244004.716967 + Penalty 2543.594019 = -241461.122948
  nChanged 4
		SP:Iteration 31Q (7162.570000 sec): 3 clusters
  Score: Raw -244007.604231 + Penalty 2543.594019 = -241464.010212
  nChanged 8
		SP:Iteration 32Q (7162.580000 sec): 3 clusters
  Score: Raw -244011.433230 + Penalty 2543.594019 = -241467.839211
  nChanged 9
		SP:Iteration 33Q (7162.590000 sec): 3 clusters
  Score: Raw -244015.496251 + Penalty 2543.594019 = -241471.902232
  nChanged 7
		SP:Iteration 34Q (7162.590000 sec): 3 clusters
  Score: Raw -244018.368875 + Penalty 2543.594019 = -241474.774856
  nChanged 2
		SP:Iteration 35Q (7162.600000 sec): 3 clusters
  Score: Raw -244019.112025 + Penalty 2543.594019 = -241475.518006
  nChanged 2
		SP:Iteration 36Q (7162.610000 sec): 3 clusters
  Score: Raw -244021.328681 + Penalty 2543.594019 = -241477.734662
  nChanged 4
		SP:Iteration 37Q (7162.610000 sec): 3 clusters
  Score: Raw -244022.936124 + Penalty 2543.594019 = -241479.342105
  nChanged 4
		SP:Iteration 38Q (7162.610000 sec): 3 clusters
  Score: Raw -244024.395954 + Penalty 2543.594019 = -241480.801935
  nChanged 3
		SP:Iteration 39Q (7162.620000 sec): 3 clusters
  Score: Raw -244025.075778 + Penalty 2543.594019 = -241481.481759
  nChanged 2
		SP:Iteration 40F (7162.630000 sec): 3 clusters
  Score: Raw -244025.280649 + Penalty 2543.594019 = -241481.686630
  nChanged 1
		SP:Iteration 41Q (7162.630000 sec): 3 clusters
  Score: Raw -244026.759477 + Penalty 2543.594019 = -241483.165458
  nChanged 2
		SP:Iteration 42Q (7162.640000 sec): 3 clusters
  Score: Raw -244028.526879 + Penalty 2543.594019 = -241484.932860
  nChanged 5
		SP:Iteration 43Q (7162.650000 sec): 3 clusters
  Score: Raw -244030.981818 + Penalty 2543.594019 = -241487.387799
  nChanged 4
		SP:Iteration 44Q (7162.650000 sec): 3 clusters
  Score: Raw -244032.848723 + Penalty 2543.594019 = -241489.254704
  nChanged 5
		SP:Iteration 45Q (7162.660000 sec): 3 clusters
  Score: Raw -244034.504563 + Penalty 2543.594019 = -241490.910544
  nChanged 1
		SP:Iteration 46Q (7162.660000 sec): 3 clusters
  Score: Raw -244034.976982 + Penalty 2543.594019 = -241491.382963
  nChanged 4
		SP:Iteration 47Q (7162.670000 sec): 3 clusters
  Score: Raw -244036.790022 + Penalty 2543.594019 = -241493.196003
  nChanged 3
		SP:Iteration 48Q (7162.670000 sec): 3 clusters
  Score: Raw -244037.761442 + Penalty 2543.594019 = -241494.167423
  nChanged 2
		SP:Iteration 49Q (7162.680000 sec): 3 clusters
  Score: Raw -244038.264308 + Penalty 2543.594019 = -241494.670289
  nChanged 0
		SP:Iteration 50F (7162.690000 sec): 3 clusters
  Score: Raw -244038.264308 + Penalty 2543.594019 = -241494.670289
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 82 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7162.700000 sec): 2 clusters
  Score: Raw -443952.139257 + Penalty 1345.203322 = -442606.935934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7162.710000 sec): 3 clusters
  Score: Raw -441995.349431 + Penalty 2690.406645 = -439304.942786
  nChanged 1576
		SP:Iteration 1F (7162.720000 sec): 3 clusters
  Score: Raw -442872.086679 + Penalty 2690.406645 = -440181.680035
  nChanged 329
		SP:Iteration 2F (7162.730000 sec): 3 clusters
  Score: Raw -443070.286423 + Penalty 2690.406645 = -440379.879778
  nChanged 234
		SP:Iteration 3F (7162.740000 sec): 3 clusters
  Score: Raw -443202.746086 + Penalty 2690.406645 = -440512.339442
  nChanged 172
		SP:Iteration 4Q (7162.750000 sec): 3 clusters
  Score: Raw -443306.887840 + Penalty 2690.406645 = -440616.481196
  nChanged 149
		SP:Iteration 5Q (7162.760000 sec): 3 clusters
  Score: Raw -443379.839452 + Penalty 2690.406645 = -440689.432808
  nChanged 130
		SP:Iteration 6Q (7162.770000 sec): 3 clusters
  Score: Raw -443441.572965 + Penalty 2690.406645 = -440751.166321
  nChanged 99
		SP:Iteration 7Q (7162.780000 sec): 3 clusters
  Score: Raw -443489.311006 + Penalty 2690.406645 = -440798.904361
  nChanged 94
		SP:Iteration 8Q (7162.790000 sec): 3 clusters
  Score: Raw -443536.201524 + Penalty 2690.406645 = -440845.794880
  nChanged 95
		SP:Iteration 9Q (7162.800000 sec): 3 clusters
  Score: Raw -443580.806043 + Penalty 2690.406645 = -440890.399399
  nChanged 89
		SP:Iteration 10Q (7162.810000 sec): 3 clusters
  Score: Raw -443624.139077 + Penalty 2690.406645 = -440933.732433
  nChanged 72
		SP:Iteration 11Q (7162.820000 sec): 3 clusters
  Score: Raw -443653.102332 + Penalty 2690.406645 = -440962.695688
  nChanged 60
		SP:Iteration 12Q (7162.830000 sec): 3 clusters
  Score: Raw -443678.172704 + Penalty 2690.406645 = -440987.766059
  nChanged 53
		SP:Iteration 13Q (7162.840000 sec): 3 clusters
  Score: Raw -443701.158897 + Penalty 2690.406645 = -441010.752252
  nChanged 48
		SP:Iteration 14Q (7162.850000 sec): 3 clusters
  Score: Raw -443724.097998 + Penalty 2690.406645 = -441033.691353
  nChanged 61
		SP:Iteration 15Q (7162.860000 sec): 3 clusters
  Score: Raw -443761.240098 + Penalty 2690.406645 = -441070.833454
  nChanged 77
		SP:Iteration 16Q (7162.870000 sec): 3 clusters
  Score: Raw -443796.120003 + Penalty 2690.406645 = -441105.713358
  nChanged 48
		SP:Iteration 17Q (7162.880000 sec): 3 clusters
  Score: Raw -443815.348536 + Penalty 2690.406645 = -441124.941892
  nChanged 43
		SP:Iteration 18Q (7162.890000 sec): 3 clusters
  Score: Raw -443837.832472 + Penalty 2690.406645 = -441147.425827
  nChanged 46
		SP:Iteration 19Q (7162.890000 sec): 3 clusters
  Score: Raw -443860.652437 + Penalty 2690.406645 = -441170.245792
  nChanged 60
		SP:Iteration 20F (7162.910000 sec): 3 clusters
  Score: Raw -443892.665036 + Penalty 2690.406645 = -441202.258392
  nChanged 54
		SP:Iteration 21Q (7162.910000 sec): 3 clusters
  Score: Raw -443923.733962 + Penalty 2690.406645 = -441233.327318
  nChanged 57
		SP:Iteration 22Q (7162.930000 sec): 3 clusters
  Score: Raw -443959.215099 + Penalty 2690.406645 = -441268.808455
  nChanged 55
		SP:Iteration 23Q (7162.930000 sec): 3 clusters
  Score: Raw -443990.275032 + Penalty 2690.406645 = -441299.868387
  nChanged 46
		SP:Iteration 24Q (7162.940000 sec): 3 clusters
  Score: Raw -444021.372438 + Penalty 2690.406645 = -441330.965794
  nChanged 37
		SP:Iteration 25Q (7162.950000 sec): 3 clusters
  Score: Raw -444050.544982 + Penalty 2690.406645 = -441360.138337
  nChanged 30
		SP:Iteration 26Q (7162.960000 sec): 3 clusters
  Score: Raw -444067.756133 + Penalty 2690.406645 = -441377.349488
  nChanged 34
		SP:Iteration 27Q (7162.970000 sec): 3 clusters
  Score: Raw -444083.183269 + Penalty 2690.406645 = -441392.776624
  nChanged 26
		SP:Iteration 28Q (7162.980000 sec): 3 clusters
  Score: Raw -444093.134669 + Penalty 2690.406645 = -441402.728024
  nChanged 13
		SP:Iteration 29Q (7162.990000 sec): 3 clusters
  Score: Raw -444097.710334 + Penalty 2690.406645 = -441407.303689
  nChanged 9
		SP:Iteration 30Q (7163.000000 sec): 3 clusters
  Score: Raw -444103.064072 + Penalty 2690.406645 = -441412.657427
  nChanged 15
		SP:Iteration 31Q (7163.010000 sec): 3 clusters
  Score: Raw -444108.048856 + Penalty 2690.406645 = -441417.642211
  nChanged 14
		SP:Iteration 32Q (7163.010000 sec): 3 clusters
  Score: Raw -444112.701155 + Penalty 2690.406645 = -441422.294510
  nChanged 12
		SP:Iteration 33Q (7163.030000 sec): 3 clusters
  Score: Raw -444118.103137 + Penalty 2690.406645 = -441427.696493
  nChanged 14
		SP:Iteration 34Q (7163.030000 sec): 3 clusters
  Score: Raw -444123.230394 + Penalty 2690.406645 = -441432.823749
  nChanged 16
		SP:Iteration 35Q (7163.040000 sec): 3 clusters
  Score: Raw -444130.636919 + Penalty 2690.406645 = -441440.230274
  nChanged 9
		SP:Iteration 36Q (7163.050000 sec): 3 clusters
  Score: Raw -444133.666144 + Penalty 2690.406645 = -441443.259499
  nChanged 7
		SP:Iteration 37Q (7163.060000 sec): 3 clusters
  Score: Raw -444136.767441 + Penalty 2690.406645 = -441446.360796
  nChanged 4
		SP:Iteration 38Q (7163.070000 sec): 3 clusters
  Score: Raw -444138.211802 + Penalty 2690.406645 = -441447.805158
  nChanged 1
		SP:Iteration 39Q (7163.080000 sec): 3 clusters
  Score: Raw -444138.639464 + Penalty 2690.406645 = -441448.232819
  nChanged 1
		SP:Iteration 40F (7163.090000 sec): 3 clusters
  Score: Raw -444138.757320 + Penalty 2690.406645 = -441448.350676
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 83 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7163.090000 sec): 2 clusters
  Score: Raw -16734.117718 + Penalty 843.855488 = -15890.262230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7163.090000 sec): 3 clusters
  Score: Raw -16844.564805 + Penalty 1687.710977 = -15156.853829
  nChanged 21
		SP:Iteration 1F (7163.090000 sec): 3 clusters
  Score: Raw -16929.420143 + Penalty 1687.710977 = -15241.709166
  nChanged 7
		SP:Iteration 2Q (7163.090000 sec): 3 clusters
  Score: Raw -16977.769275 + Penalty 1687.710977 = -15290.058298
  nChanged 4
		SP:Iteration 3Q (7163.100000 sec): 3 clusters
  Score: Raw -17041.425290 + Penalty 1687.710977 = -15353.714313
  nChanged 2
		SP:Iteration 4Q (7163.100000 sec): 3 clusters
  Score: Raw -17055.435077 + Penalty 1687.710977 = -15367.724100
  nChanged 2
		SP:Iteration 5Q (7163.100000 sec): 3 clusters
  Score: Raw -17063.894345 + Penalty 1687.710977 = -15376.183369
  nChanged 2
		SP:Iteration 6Q (7163.100000 sec): 3 clusters
  Score: Raw -17072.463573 + Penalty 1687.710977 = -15384.752597
  nChanged 2
		SP:Iteration 7Q (7163.100000 sec): 3 clusters
  Score: Raw -17078.306144 + Penalty 1687.710977 = -15390.595168
  nChanged 0
		SP:Iteration 8F (7163.100000 sec): 3 clusters
  Score: Raw -17078.306144 + Penalty 1687.710977 = -15390.595168
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 84 (17791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7163.160000 sec): 2 clusters
  Score: Raw -2067433.757175 + Penalty 1590.297798 = -2065843.459377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7163.210000 sec): 3 clusters
  Score: Raw -2056793.544640 + Penalty 3180.595597 = -2053612.949043
  nChanged 7986
		SP:Iteration 1F (7163.250000 sec): 3 clusters
  Score: Raw -2061049.865331 + Penalty 3180.595597 = -2057869.269734
  nChanged 954
		SP:Iteration 2F (7163.300000 sec): 3 clusters
  Score: Raw -2061467.842032 + Penalty 3180.595597 = -2058287.246435
  nChanged 1019
		SP:Iteration 3F (7163.350000 sec): 3 clusters
  Score: Raw -2062001.588139 + Penalty 3180.595597 = -2058820.992542
  nChanged 1204
		SP:Iteration 4F (7163.390000 sec): 3 clusters
  Score: Raw -2062775.431841 + Penalty 3180.595597 = -2059594.836244
  nChanged 1359
		SP:Iteration 5F (7163.440000 sec): 3 clusters
  Score: Raw -2063825.280387 + Penalty 3180.595597 = -2060644.684790
  nChanged 1381
		SP:Iteration 6F (7163.490000 sec): 3 clusters
  Score: Raw -2064965.434456 + Penalty 3180.595597 = -2061784.838859
  nChanged 1210
		SP:Iteration 7F (7163.530000 sec): 3 clusters
  Score: Raw -2065993.808603 + Penalty 3180.595597 = -2062813.213006
  nChanged 920
		SP:Iteration 8F (7163.580000 sec): 3 clusters
  Score: Raw -2066710.994588 + Penalty 3180.595597 = -2063530.398991
  nChanged 605
		SP:Iteration 9Q (7163.630000 sec): 3 clusters
  Score: Raw -2067112.266860 + Penalty 3180.595597 = -2063931.671263
  nChanged 429
		SP:Iteration 10Q (7163.670000 sec): 3 clusters
  Score: Raw -2067382.260791 + Penalty 3180.595597 = -2064201.665194
  nChanged 326
		SP:Iteration 11Q (7163.720000 sec): 3 clusters
  Score: Raw -2067580.363105 + Penalty 3180.595597 = -2064399.767508
  nChanged 218
		SP:Iteration 12Q (7163.770000 sec): 3 clusters
  Score: Raw -2067709.369842 + Penalty 3180.595597 = -2064528.774245
  nChanged 143
		SP:Iteration 13Q (7163.810000 sec): 3 clusters
  Score: Raw -2067796.110777 + Penalty 3180.595597 = -2064615.515180
  nChanged 109
		SP:Iteration 14Q (7163.860000 sec): 3 clusters
  Score: Raw -2067859.381491 + Penalty 3180.595597 = -2064678.785894
  nChanged 64
		SP:Iteration 15Q (7163.900000 sec): 3 clusters
  Score: Raw -2067896.854557 + Penalty 3180.595597 = -2064716.258960
  nChanged 52
		SP:Iteration 16Q (7163.940000 sec): 3 clusters
  Score: Raw -2067924.440042 + Penalty 3180.595597 = -2064743.844445
  nChanged 33
		SP:Iteration 17Q (7163.980000 sec): 3 clusters
  Score: Raw -2067941.733941 + Penalty 3180.595597 = -2064761.138344
  nChanged 28
		SP:Iteration 18Q (7164.020000 sec): 3 clusters
  Score: Raw -2067957.123919 + Penalty 3180.595597 = -2064776.528322
  nChanged 34
		SP:Iteration 19Q (7164.060000 sec): 3 clusters
  Score: Raw -2067971.964175 + Penalty 3180.595597 = -2064791.368579
  nChanged 21
		SP:Iteration 20F (7164.110000 sec): 3 clusters
  Score: Raw -2067981.182747 + Penalty 3180.595597 = -2064800.587150
  nChanged 11
		SP:Iteration 21Q (7164.150000 sec): 3 clusters
  Score: Raw -2067985.275486 + Penalty 3180.595597 = -2064804.679890
  nChanged 9
		SP:Iteration 22Q (7164.190000 sec): 3 clusters
  Score: Raw -2067989.053042 + Penalty 3180.595597 = -2064808.457445
  nChanged 11
		SP:Iteration 23Q (7164.230000 sec): 3 clusters
  Score: Raw -2067995.550646 + Penalty 3180.595597 = -2064814.955049
  nChanged 13
		SP:Iteration 24Q (7164.260000 sec): 3 clusters
  Score: Raw -2068000.377743 + Penalty 3180.595597 = -2064819.782146
  nChanged 12
		SP:Iteration 25Q (7164.300000 sec): 3 clusters
  Score: Raw -2068007.181226 + Penalty 3180.595597 = -2064826.585629
  nChanged 12
		SP:Iteration 26Q (7164.340000 sec): 3 clusters
  Score: Raw -2068013.073097 + Penalty 3180.595597 = -2064832.477500
  nChanged 10
		SP:Iteration 27Q (7164.380000 sec): 3 clusters
  Score: Raw -2068017.840560 + Penalty 3180.595597 = -2064837.244964
  nChanged 2
		SP:Iteration 28Q (7164.410000 sec): 3 clusters
  Score: Raw -2068019.021307 + Penalty 3180.595597 = -2064838.425710
  nChanged 4
		SP:Iteration 29Q (7164.450000 sec): 3 clusters
  Score: Raw -2068020.967705 + Penalty 3180.595597 = -2064840.372108
  nChanged 3
		SP:Iteration 30Q (7164.490000 sec): 3 clusters
  Score: Raw -2068022.882581 + Penalty 3180.595597 = -2064842.286984
  nChanged 6
		SP:Iteration 31Q (7164.530000 sec): 3 clusters
  Score: Raw -2068025.881524 + Penalty 3180.595597 = -2064845.285927
  nChanged 6
		SP:Iteration 32Q (7164.570000 sec): 3 clusters
  Score: Raw -2068028.332658 + Penalty 3180.595597 = -2064847.737061
  nChanged 4
		SP:Iteration 33Q (7164.610000 sec): 3 clusters
  Score: Raw -2068030.379199 + Penalty 3180.595597 = -2064849.783602
  nChanged 5
		SP:Iteration 34Q (7164.640000 sec): 3 clusters
  Score: Raw -2068031.917970 + Penalty 3180.595597 = -2064851.322374
  nChanged 2
		SP:Iteration 35Q (7164.680000 sec): 3 clusters
  Score: Raw -2068032.600297 + Penalty 3180.595597 = -2064852.004701
  nChanged 0
		SP:Iteration 36F (7164.730000 sec): 3 clusters
  Score: Raw -2068032.600297 + Penalty 3180.595597 = -2064852.004701
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 85 (310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7164.740000 sec): 2 clusters
  Score: Raw -31286.462013 + Penalty 932.192998 = -30354.269015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7164.740000 sec): 3 clusters
  Score: Raw -31320.037991 + Penalty 1864.385997 = -29455.651994
  nChanged 50
		SP:Iteration 1F (7164.740000 sec): 3 clusters
  Score: Raw -31429.803822 + Penalty 1864.385997 = -29565.417826
  nChanged 17
		SP:Iteration 2F (7164.740000 sec): 3 clusters
  Score: Raw -31480.389720 + Penalty 1864.385997 = -29616.003724
  nChanged 15
		SP:Iteration 3Q (7164.740000 sec): 3 clusters
  Score: Raw -31539.581865 + Penalty 1864.385997 = -29675.195868
  nChanged 13
		SP:Iteration 4Q (7164.740000 sec): 3 clusters
  Score: Raw -31615.243244 + Penalty 1864.385997 = -29750.857247
  nChanged 9
		SP:Iteration 5Q (7164.750000 sec): 3 clusters
  Score: Raw -31649.299541 + Penalty 1864.385997 = -29784.913545
  nChanged 9
		SP:Iteration 6Q (7164.750000 sec): 3 clusters
  Score: Raw -31706.575517 + Penalty 1864.385997 = -29842.189520
  nChanged 8
		SP:Iteration 7Q (7164.750000 sec): 3 clusters
  Score: Raw -31755.484255 + Penalty 1864.385997 = -29891.098258
  nChanged 8
		SP:Iteration 8Q (7164.750000 sec): 3 clusters
  Score: Raw -31840.425673 + Penalty 1864.385997 = -29976.039677
  nChanged 8
		SP:Iteration 9Q (7164.750000 sec): 3 clusters
  Score: Raw -31898.785612 + Penalty 1864.385997 = -30034.399615
  nChanged 12
		SP:Iteration 10Q (7164.750000 sec): 3 clusters
  Score: Raw -31969.668916 + Penalty 1864.385997 = -30105.282919
  nChanged 10
		SP:Iteration 11Q (7164.750000 sec): 3 clusters
  Score: Raw -32052.824910 + Penalty 1864.385997 = -30188.438914
  nChanged 8
		SP:Iteration 12Q (7164.750000 sec): 3 clusters
  Score: Raw -32088.826541 + Penalty 1864.385997 = -30224.440544
  nChanged 7
		SP:Iteration 13Q (7164.750000 sec): 3 clusters
  Score: Raw -32121.161805 + Penalty 1864.385997 = -30256.775809
  nChanged 6
		SP:Iteration 14Q (7164.750000 sec): 3 clusters
  Score: Raw -32160.596068 + Penalty 1864.385997 = -30296.210071
  nChanged 5
		SP:Iteration 15Q (7164.750000 sec): 3 clusters
  Score: Raw -32219.581683 + Penalty 1864.385997 = -30355.195686
  nChanged 3
		SP:Iteration 16Q (7164.750000 sec): 3 clusters
  Score: Raw -32264.318821 + Penalty 1864.385997 = -30399.932824
  nChanged 2
		SP:Iteration 17Q (7164.750000 sec): 3 clusters
  Score: Raw -32293.349072 + Penalty 1864.385997 = -30428.963076
  nChanged 4
		SP:Iteration 18Q (7164.750000 sec): 3 clusters
  Score: Raw -32347.907106 + Penalty 1864.385997 = -30483.521109
  nChanged 2
		SP:Iteration 19Q (7164.750000 sec): 3 clusters
  Score: Raw -32370.782558 + Penalty 1864.385997 = -30506.396562
  nChanged 0
		SP:Iteration 20F (7164.750000 sec): 3 clusters
  Score: Raw -32370.782558 + Penalty 1864.385997 = -30506.396562
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 86 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7164.760000 sec): 2 clusters
  Score: Raw -9825.349920 + Penalty 765.298658 = -9060.051262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7164.760000 sec): 3 clusters
  Score: Raw -10027.103498 + Penalty 1530.597315 = -8496.506182
  nChanged 6
		SP:Iteration 1F (7164.760000 sec): 3 clusters
  Score: Raw -10065.958240 + Penalty 1530.597315 = -8535.360924
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 87 (11229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7164.800000 sec): 2 clusters
  Score: Raw -1298198.544780 + Penalty 1515.516437 = -1296683.028343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7164.830000 sec): 3 clusters
  Score: Raw -1291753.155320 + Penalty 3031.032874 = -1288722.122446
  nChanged 4845
		SP:Iteration 1F (7164.860000 sec): 3 clusters
  Score: Raw -1294329.625423 + Penalty 3031.032874 = -1291298.592549
  nChanged 692
		SP:Iteration 2F (7164.890000 sec): 3 clusters
  Score: Raw -1294622.522626 + Penalty 3031.032874 = -1291591.489752
  nChanged 569
		SP:Iteration 3F (7164.920000 sec): 3 clusters
  Score: Raw -1294852.133707 + Penalty 3031.032874 = -1291821.100833
  nChanged 495
		SP:Iteration 4Q (7164.950000 sec): 3 clusters
  Score: Raw -1295065.876602 + Penalty 3031.032874 = -1292034.843729
  nChanged 453
		SP:Iteration 5Q (7164.970000 sec): 3 clusters
  Score: Raw -1295275.382788 + Penalty 3031.032874 = -1292244.349914
  nChanged 464
		SP:Iteration 6Q (7165.000000 sec): 3 clusters
  Score: Raw -1295504.787167 + Penalty 3031.032874 = -1292473.754293
  nChanged 493
		SP:Iteration 7Q (7165.030000 sec): 3 clusters
  Score: Raw -1295798.174810 + Penalty 3031.032874 = -1292767.141936
  nChanged 564
		SP:Iteration 8F (7165.060000 sec): 3 clusters
  Score: Raw -1296181.536926 + Penalty 3031.032874 = -1293150.504052
  nChanged 575
		SP:Iteration 9F (7165.090000 sec): 3 clusters
  Score: Raw -1296602.319823 + Penalty 3031.032874 = -1293571.286949
  nChanged 549
		SP:Iteration 10Q (7165.120000 sec): 3 clusters
  Score: Raw -1297035.236307 + Penalty 3031.032874 = -1294004.203434
  nChanged 486
		SP:Iteration 11Q (7165.150000 sec): 3 clusters
  Score: Raw -1297435.334778 + Penalty 3031.032874 = -1294404.301904
  nChanged 386
		SP:Iteration 12Q (7165.170000 sec): 3 clusters
  Score: Raw -1297744.409737 + Penalty 3031.032874 = -1294713.376863
  nChanged 249
		SP:Iteration 13Q (7165.190000 sec): 3 clusters
  Score: Raw -1297932.729212 + Penalty 3031.032874 = -1294901.696338
  nChanged 166
		SP:Iteration 14Q (7165.220000 sec): 3 clusters
  Score: Raw -1298066.297756 + Penalty 3031.032874 = -1295035.264882
  nChanged 115
		SP:Iteration 15Q (7165.240000 sec): 3 clusters
  Score: Raw -1298156.942287 + Penalty 3031.032874 = -1295125.909413
  nChanged 71
		SP:Iteration 16Q (7165.270000 sec): 3 clusters
  Score: Raw -1298210.787785 + Penalty 3031.032874 = -1295179.754911
  nChanged 40
		SP:Iteration 17Q (7165.290000 sec): 3 clusters
  Score: Raw -1298245.332690 + Penalty 3031.032874 = -1295214.299816
  nChanged 38
		SP:Iteration 18Q (7165.310000 sec): 3 clusters
  Score: Raw -1298281.078722 + Penalty 3031.032874 = -1295250.045848
  nChanged 28
		SP:Iteration 19Q (7165.330000 sec): 3 clusters
  Score: Raw -1298304.249285 + Penalty 3031.032874 = -1295273.216411
  nChanged 13
		SP:Iteration 20F (7165.360000 sec): 3 clusters
  Score: Raw -1298315.311805 + Penalty 3031.032874 = -1295284.278931
  nChanged 9
		SP:Iteration 21Q (7165.380000 sec): 3 clusters
  Score: Raw -1298323.073017 + Penalty 3031.032874 = -1295292.040143
  nChanged 7
		SP:Iteration 22Q (7165.400000 sec): 3 clusters
  Score: Raw -1298329.524230 + Penalty 3031.032874 = -1295298.491357
  nChanged 6
		SP:Iteration 23Q (7165.420000 sec): 3 clusters
  Score: Raw -1298335.715976 + Penalty 3031.032874 = -1295304.683102
  nChanged 9
		SP:Iteration 24Q (7165.440000 sec): 3 clusters
  Score: Raw -1298341.858941 + Penalty 3031.032874 = -1295310.826067
  nChanged 4
		SP:Iteration 25Q (7165.460000 sec): 3 clusters
  Score: Raw -1298346.026331 + Penalty 3031.032874 = -1295314.993458
  nChanged 3
		SP:Iteration 26Q (7165.480000 sec): 3 clusters
  Score: Raw -1298347.690930 + Penalty 3031.032874 = -1295316.658056
  nChanged 1
		SP:Iteration 27Q (7165.510000 sec): 3 clusters
  Score: Raw -1298349.087497 + Penalty 3031.032874 = -1295318.054623
  nChanged 1
		SP:Iteration 28Q (7165.530000 sec): 3 clusters
  Score: Raw -1298350.280383 + Penalty 3031.032874 = -1295319.247509
  nChanged 1
		SP:Iteration 29Q (7165.550000 sec): 3 clusters
  Score: Raw -1298351.162889 + Penalty 3031.032874 = -1295320.130015
  nChanged 2
		SP:Iteration 30Q (7165.570000 sec): 3 clusters
  Score: Raw -1298352.556238 + Penalty 3031.032874 = -1295321.523365
  nChanged 1
		SP:Iteration 31Q (7165.590000 sec): 3 clusters
  Score: Raw -1298353.455249 + Penalty 3031.032874 = -1295322.422375
  nChanged 0
		SP:Iteration 32F (7165.610000 sec): 3 clusters
  Score: Raw -1298353.455249 + Penalty 3031.032874 = -1295322.422375
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 88 (582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7165.630000 sec): 2 clusters
  Score: Raw -59954.885835 + Penalty 1034.551448 = -58920.334387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7165.630000 sec): 3 clusters
  Score: Raw -59859.321587 + Penalty 2069.102896 = -57790.218692
  nChanged 128
		SP:Iteration 1F (7165.630000 sec): 3 clusters
  Score: Raw -60045.263840 + Penalty 2069.102896 = -57976.160945
  nChanged 43
		SP:Iteration 2F (7165.630000 sec): 3 clusters
  Score: Raw -60114.436647 + Penalty 2069.102896 = -58045.333751
  nChanged 20
		SP:Iteration 3Q (7165.630000 sec): 3 clusters
  Score: Raw -60143.576919 + Penalty 2069.102896 = -58074.474024
  nChanged 10
		SP:Iteration 4Q (7165.630000 sec): 3 clusters
  Score: Raw -60167.475131 + Penalty 2069.102896 = -58098.372236
  nChanged 8
		SP:Iteration 5Q (7165.630000 sec): 3 clusters
  Score: Raw -60182.480335 + Penalty 2069.102896 = -58113.377439
  nChanged 7
		SP:Iteration 6Q (7165.640000 sec): 3 clusters
  Score: Raw -60189.342125 + Penalty 2069.102896 = -58120.239230
  nChanged 5
		SP:Iteration 7Q (7165.640000 sec): 3 clusters
  Score: Raw -60197.558550 + Penalty 2069.102896 = -58128.455654
  nChanged 3
		SP:Iteration 8Q (7165.640000 sec): 3 clusters
  Score: Raw -60200.476859 + Penalty 2069.102896 = -58131.373964
  nChanged 4
		SP:Iteration 9Q (7165.640000 sec): 3 clusters
  Score: Raw -60203.218652 + Penalty 2069.102896 = -58134.115757
  nChanged 2
		SP:Iteration 10Q (7165.640000 sec): 3 clusters
  Score: Raw -60205.583659 + Penalty 2069.102896 = -58136.480764
  nChanged 2
		SP:Iteration 11Q (7165.640000 sec): 3 clusters
  Score: Raw -60207.874070 + Penalty 2069.102896 = -58138.771175
  nChanged 1
		SP:Iteration 12Q (7165.650000 sec): 3 clusters
  Score: Raw -60208.713758 + Penalty 2069.102896 = -58139.610863
  nChanged 0
		SP:Iteration 13F (7165.650000 sec): 3 clusters
  Score: Raw -60208.713758 + Penalty 2069.102896 = -58139.610863
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 89 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7165.650000 sec): 2 clusters
  Score: Raw -31157.784744 + Penalty 929.550664 = -30228.234080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7165.650000 sec): 3 clusters
  Score: Raw -31258.378283 + Penalty 1859.101327 = -29399.276956
  nChanged 43
		SP:Iteration 1F (7165.650000 sec): 3 clusters
  Score: Raw -31404.745532 + Penalty 1859.101327 = -29545.644204
  nChanged 16
		SP:Iteration 2F (7165.650000 sec): 3 clusters
  Score: Raw -31449.547197 + Penalty 1859.101327 = -29590.445870
  nChanged 5
		SP:Iteration 3Q (7165.650000 sec): 3 clusters
  Score: Raw -31467.791854 + Penalty 1859.101327 = -29608.690526
  nChanged 2
		SP:Iteration 4Q (7165.650000 sec): 3 clusters
  Score: Raw -31477.554966 + Penalty 1859.101327 = -29618.453639
  nChanged 2
		SP:Iteration 5Q (7165.650000 sec): 3 clusters
  Score: Raw -31480.566576 + Penalty 1859.101327 = -29621.465249
  nChanged 2
		SP:Iteration 6Q (7165.660000 sec): 3 clusters
  Score: Raw -31483.337626 + Penalty 1859.101327 = -29624.236299
  nChanged 2
		SP:Iteration 7Q (7165.660000 sec): 3 clusters
  Score: Raw -31485.924497 + Penalty 1859.101327 = -29626.823169
  nChanged 2
		SP:Iteration 8Q (7165.660000 sec): 3 clusters
  Score: Raw -31489.958279 + Penalty 1859.101327 = -29630.856951
  nChanged 2
		SP:Iteration 9Q (7165.660000 sec): 3 clusters
  Score: Raw -31495.573944 + Penalty 1859.101327 = -29636.472617
  nChanged 3
		SP:Iteration 10Q (7165.660000 sec): 3 clusters
  Score: Raw -31505.747782 + Penalty 1859.101327 = -29646.646455
  nChanged 2
		SP:Iteration 11Q (7165.660000 sec): 3 clusters
  Score: Raw -31514.235111 + Penalty 1859.101327 = -29655.133783
  nChanged 3
		SP:Iteration 12Q (7165.660000 sec): 3 clusters
  Score: Raw -31533.326617 + Penalty 1859.101327 = -29674.225289
  nChanged 1
		SP:Iteration 13Q (7165.660000 sec): 3 clusters
  Score: Raw -31536.180963 + Penalty 1859.101327 = -29677.079635
  nChanged 0
		SP:Iteration 14F (7165.660000 sec): 3 clusters
  Score: Raw -31536.180963 + Penalty 1859.101327 = -29677.079635
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 90 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7165.670000 sec): 2 clusters
  Score: Raw -20193.111865 + Penalty 873.482741 = -19319.629124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7165.670000 sec): 3 clusters
  Score: Raw -20273.561845 + Penalty 1746.965482 = -18526.596362
  nChanged 36
		SP:Iteration 1F (7165.670000 sec): 3 clusters
  Score: Raw -20407.159902 + Penalty 1746.965482 = -18660.194420
  nChanged 14
		SP:Iteration 2F (7165.670000 sec): 3 clusters
  Score: Raw -20483.902346 + Penalty 1746.965482 = -18736.936864
  nChanged 6
		SP:Iteration 3Q (7165.670000 sec): 3 clusters
  Score: Raw -20514.086932 + Penalty 1746.965482 = -18767.121449
  nChanged 4
		SP:Iteration 4Q (7165.670000 sec): 3 clusters
  Score: Raw -20546.032692 + Penalty 1746.965482 = -18799.067210
  nChanged 7
		SP:Iteration 5Q (7165.670000 sec): 3 clusters
  Score: Raw -20624.808563 + Penalty 1746.965482 = -18877.843080
  nChanged 5
		SP:Iteration 6Q (7165.670000 sec): 3 clusters
  Score: Raw -20652.029362 + Penalty 1746.965482 = -18905.063879
  nChanged 4
		SP:Iteration 7Q (7165.670000 sec): 3 clusters
  Score: Raw -20674.228438 + Penalty 1746.965482 = -18927.262956
  nChanged 4
		SP:Iteration 8Q (7165.670000 sec): 3 clusters
  Score: Raw -20693.936090 + Penalty 1746.965482 = -18946.970607
  nChanged 2
		SP:Iteration 9Q (7165.670000 sec): 3 clusters
  Score: Raw -20702.689013 + Penalty 1746.965482 = -18955.723531
  nChanged 3
		SP:Iteration 10Q (7165.670000 sec): 3 clusters
  Score: Raw -20736.163532 + Penalty 1746.965482 = -18989.198050
  nChanged 0
		SP:Iteration 11F (7165.670000 sec): 3 clusters
  Score: Raw -20742.342026 + Penalty 1746.965482 = -18995.376543
  nChanged 1
		SP:Iteration 12Q (7165.670000 sec): 3 clusters
  Score: Raw -20757.012465 + Penalty 1746.965482 = -19010.046982
  nChanged 0
		SP:Iteration 13F (7165.670000 sec): 3 clusters
  Score: Raw -20757.012465 + Penalty 1746.965482 = -19010.046982
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 91 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7165.680000 sec): 2 clusters
  Score: Raw -83547.259834 + Penalty 1092.427342 = -82454.832492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7165.680000 sec): 3 clusters
  Score: Raw -83349.661697 + Penalty 2184.854683 = -81164.807013
  nChanged 236
		SP:Iteration 1F (7165.680000 sec): 3 clusters
  Score: Raw -83725.066960 + Penalty 2184.854683 = -81540.212277
  nChanged 79
		SP:Iteration 2F (7165.690000 sec): 3 clusters
  Score: Raw -83876.199011 + Penalty 2184.854683 = -81691.344328
  nChanged 53
		SP:Iteration 3F (7165.690000 sec): 3 clusters
  Score: Raw -84000.786787 + Penalty 2184.854683 = -81815.932104
  nChanged 37
		SP:Iteration 4Q (7165.690000 sec): 3 clusters
  Score: Raw -84131.457228 + Penalty 2184.854683 = -81946.602544
  nChanged 43
		SP:Iteration 5F (7165.690000 sec): 3 clusters
  Score: Raw -84241.864278 + Penalty 2184.854683 = -82057.009595
  nChanged 37
		SP:Iteration 6Q (7165.690000 sec): 3 clusters
  Score: Raw -84328.183967 + Penalty 2184.854683 = -82143.329283
  nChanged 20
		SP:Iteration 7Q (7165.690000 sec): 3 clusters
  Score: Raw -84374.220699 + Penalty 2184.854683 = -82189.366015
  nChanged 12
		SP:Iteration 8Q (7165.700000 sec): 3 clusters
  Score: Raw -84395.617641 + Penalty 2184.854683 = -82210.762958
  nChanged 10
		SP:Iteration 9Q (7165.700000 sec): 3 clusters
  Score: Raw -84415.857759 + Penalty 2184.854683 = -82231.003075
  nChanged 4
		SP:Iteration 10Q (7165.700000 sec): 3 clusters
  Score: Raw -84424.903256 + Penalty 2184.854683 = -82240.048572
  nChanged 5
		SP:Iteration 11Q (7165.700000 sec): 3 clusters
  Score: Raw -84433.182694 + Penalty 2184.854683 = -82248.328011
  nChanged 5
		SP:Iteration 12Q (7165.710000 sec): 3 clusters
  Score: Raw -84438.900017 + Penalty 2184.854683 = -82254.045334
  nChanged 2
		SP:Iteration 13Q (7165.710000 sec): 3 clusters
  Score: Raw -84440.971402 + Penalty 2184.854683 = -82256.116718
  nChanged 1
		SP:Iteration 14Q (7165.710000 sec): 3 clusters
  Score: Raw -84441.530800 + Penalty 2184.854683 = -82256.676117
  nChanged 0
		SP:Iteration 15F (7165.710000 sec): 3 clusters
  Score: Raw -84441.530800 + Penalty 2184.854683 = -82256.676117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 92 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7165.710000 sec): 2 clusters
  Score: Raw -22996.981586 + Penalty 887.872668 = -22109.108917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7165.710000 sec): 3 clusters
  Score: Raw -23140.311333 + Penalty 1775.745337 = -21364.565997
  nChanged 49
		SP:Iteration 1F (7165.710000 sec): 3 clusters
  Score: Raw -23368.854197 + Penalty 1775.745337 = -21593.108861
  nChanged 9
		SP:Iteration 2Q (7165.720000 sec): 3 clusters
  Score: Raw -23399.323264 + Penalty 1775.745337 = -21623.577928
  nChanged 6
		SP:Iteration 3Q (7165.720000 sec): 3 clusters
  Score: Raw -23450.020442 + Penalty 1775.745337 = -21674.275105
  nChanged 7
		SP:Iteration 4Q (7165.720000 sec): 3 clusters
  Score: Raw -23498.386209 + Penalty 1775.745337 = -21722.640873
  nChanged 4
		SP:Iteration 5Q (7165.720000 sec): 3 clusters
  Score: Raw -23522.395255 + Penalty 1775.745337 = -21746.649919
  nChanged 3
		SP:Iteration 6Q (7165.720000 sec): 3 clusters
  Score: Raw -23558.158088 + Penalty 1775.745337 = -21782.412751
  nChanged 3
		SP:Iteration 7Q (7165.720000 sec): 3 clusters
  Score: Raw -23566.684544 + Penalty 1775.745337 = -21790.939207
  nChanged 3
		SP:Iteration 8Q (7165.720000 sec): 3 clusters
  Score: Raw -23581.996761 + Penalty 1775.745337 = -21806.251425
  nChanged 2
		SP:Iteration 9Q (7165.720000 sec): 3 clusters
  Score: Raw -23604.268516 + Penalty 1775.745337 = -21828.523179
  nChanged 0
		SP:Iteration 10F (7165.720000 sec): 3 clusters
  Score: Raw -23604.268516 + Penalty 1775.745337 = -21828.523179
  nChanged 0
Deleting Class 94 (127 points): Lose 1903.340282 but Gain 2316.580504
Iteration 339Q (7178.970000 sec): 94 clusters
  Score: Raw -174155732.575397 + Penalty 215441.986891 = -173940290.588506
  nChanged 162
Iteration 340F (7307.360000 sec): 94 clusters
  Score: Raw -174156865.971134 + Penalty 215441.986891 = -173941423.984243
  nChanged 34
Iteration 341Q (7320.420000 sec): 94 clusters
  Score: Raw -174156897.171469 + Penalty 215441.986891 = -173941455.184578
  nChanged 24
Iteration 342Q (7333.240000 sec): 94 clusters
  Score: Raw -174156910.109468 + Penalty 215441.986891 = -173941468.122577
  nChanged 27
Iteration 343Q (7346.170000 sec): 94 clusters
  Score: Raw -174156937.551235 + Penalty 215441.986891 = -173941495.564344
  nChanged 29
Iteration 344Q (7359.040000 sec): 94 clusters
  Score: Raw -174156970.102477 + Penalty 215441.986891 = -173941528.115586
  nChanged 30
Iteration 345Q (7371.980000 sec): 94 clusters
  Score: Raw -174157012.138444 + Penalty 215441.986891 = -173941570.151553
  nChanged 25
Iteration 346Q (7384.990000 sec): 94 clusters
  Score: Raw -174157035.522628 + Penalty 215441.986891 = -173941593.535737
  nChanged 22
Iteration 347Q (7398.100000 sec): 94 clusters
  Score: Raw -174157057.741159 + Penalty 215441.986891 = -173941615.754268
  nChanged 24
Iteration 348Q (7411.300000 sec): 94 clusters
  Score: Raw -174157061.983759 + Penalty 215441.986891 = -173941619.996868
  nChanged 23
Iteration 349Q (7424.510000 sec): 94 clusters
  Score: Raw -174157062.254890 + Penalty 215441.986891 = -173941620.267999
  nChanged 19
Iteration 350Q (7437.730000 sec): 94 clusters
  Score: Raw -174157062.430600 + Penalty 215441.986891 = -173941620.443709
  nChanged 14
Iteration 351Q (7450.940000 sec): 94 clusters
  Score: Raw -174157062.598697 + Penalty 215441.986891 = -173941620.611806
  nChanged 10
Iteration 352Q (7464.060000 sec): 94 clusters
  Score: Raw -174157062.689076 + Penalty 215441.986891 = -173941620.702185
  nChanged 14
Iteration 353Q (7477.200000 sec): 94 clusters
  Score: Raw -174157062.810385 + Penalty 215441.986891 = -173941620.823494
  nChanged 7
Iteration 354Q (7490.310000 sec): 94 clusters
  Score: Raw -174157062.852211 + Penalty 215441.986891 = -173941620.865320
  nChanged 6
Iteration 355Q (7503.450000 sec): 94 clusters
  Score: Raw -174157062.880301 + Penalty 215441.986891 = -173941620.893409
  nChanged 3
Iteration 356Q (7516.530000 sec): 94 clusters
  Score: Raw -174157062.903504 + Penalty 215441.986891 = -173941620.916613
  nChanged 4
Iteration 357Q (7529.750000 sec): 94 clusters
  Score: Raw -174157062.956650 + Penalty 215441.986891 = -173941620.969759
  nChanged 5
Iteration 358Q (7542.570000 sec): 94 clusters
  Score: Raw -174157063.004414 + Penalty 215441.986891 = -173941621.017523
  nChanged 5
Iteration 359Q (7555.500000 sec): 94 clusters
  Score: Raw -174157063.042107 + Penalty 215441.986891 = -173941621.055216
  nChanged 1
Iteration 360F (7683.270000 sec): 94 clusters
  Score: Raw -174157063.049293 + Penalty 215441.986891 = -173941621.062402
  nChanged 1
Iteration 361Q (7695.590000 sec): 94 clusters
  Score: Raw -174157063.061901 + Penalty 215441.986891 = -173941621.075010
  nChanged 2
Iteration 362Q (7708.400000 sec): 94 clusters
  Score: Raw -174157063.085065 + Penalty 215441.986891 = -173941621.098174
  nChanged 1
Iteration 363Q (7720.910000 sec): 94 clusters
  Score: Raw -174157063.109415 + Penalty 215441.986891 = -173941621.122524
  nChanged 1
Iteration 364Q (7732.890000 sec): 94 clusters
  Score: Raw -174157063.119810 + Penalty 215441.986891 = -173941621.132919
  nChanged 1
Iteration 365Q (7744.880000 sec): 94 clusters
  Score: Raw -174157063.137178 + Penalty 215441.986891 = -173941621.150287
  nChanged 0
Iteration 366F (7871.890000 sec): 94 clusters
  Score: Raw -174157063.137178 + Penalty 215441.986891 = -173941621.150287
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -174157063.137178 + Penalty 215441.986891 = -173941621.150287
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7874.820000 sec): 2 clusters
  Score: Raw -3165825.114687 + Penalty 1657.613600 = -3164167.501087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7874.910000 sec): 3 clusters
  Score: Raw -3149230.413111 + Penalty 3315.227199 = -3145915.185911
  nChanged 12293
		SP:Iteration 1F (7875.000000 sec): 3 clusters
  Score: Raw -3156048.460948 + Penalty 3315.227199 = -3152733.233749
  nChanged 1245
		SP:Iteration 2Q (7875.100000 sec): 3 clusters
  Score: Raw -3156456.766509 + Penalty 3315.227199 = -3153141.539310
  nChanged 1241
		SP:Iteration 3Q (7875.180000 sec): 3 clusters
  Score: Raw -3156895.684940 + Penalty 3315.227199 = -3153580.457741
  nChanged 1246
		SP:Iteration 4Q (7875.260000 sec): 3 clusters
  Score: Raw -3157404.458020 + Penalty 3315.227199 = -3154089.230820
  nChanged 1441
		SP:Iteration 5F (7875.340000 sec): 3 clusters
  Score: Raw -3158087.640236 + Penalty 3315.227199 = -3154772.413037
  nChanged 1574
		SP:Iteration 6F (7875.420000 sec): 3 clusters
  Score: Raw -3158962.619638 + Penalty 3315.227199 = -3155647.392438
  nChanged 1685
		SP:Iteration 7F (7875.500000 sec): 3 clusters
  Score: Raw -3160002.981626 + Penalty 3315.227199 = -3156687.754427
  nChanged 1664
		SP:Iteration 8F (7875.580000 sec): 3 clusters
  Score: Raw -3161095.653767 + Penalty 3315.227199 = -3157780.426567
  nChanged 1532
		SP:Iteration 9F (7875.660000 sec): 3 clusters
  Score: Raw -3162157.819435 + Penalty 3315.227199 = -3158842.592236
  nChanged 1434
		SP:Iteration 10F (7875.730000 sec): 3 clusters
  Score: Raw -3163210.806413 + Penalty 3315.227199 = -3159895.579213
  nChanged 1188
		SP:Iteration 11Q (7875.810000 sec): 3 clusters
  Score: Raw -3164109.548250 + Penalty 3315.227199 = -3160794.321051
  nChanged 930
		SP:Iteration 12Q (7875.890000 sec): 3 clusters
  Score: Raw -3164846.390475 + Penalty 3315.227199 = -3161531.163276
  nChanged 644
		SP:Iteration 13Q (7875.980000 sec): 3 clusters
  Score: Raw -3165361.131630 + Penalty 3315.227199 = -3162045.904430
  nChanged 374
		SP:Iteration 14Q (7876.050000 sec): 3 clusters
  Score: Raw -3165639.866938 + Penalty 3315.227199 = -3162324.639739
  nChanged 199
		SP:Iteration 15Q (7876.120000 sec): 3 clusters
  Score: Raw -3165782.357472 + Penalty 3315.227199 = -3162467.130273
  nChanged 124
		SP:Iteration 16Q (7876.180000 sec): 3 clusters
  Score: Raw -3165880.319417 + Penalty 3315.227199 = -3162565.092218
  nChanged 78
		SP:Iteration 17Q (7876.240000 sec): 3 clusters
  Score: Raw -3165942.561346 + Penalty 3315.227199 = -3162627.334147
  nChanged 49
		SP:Iteration 18Q (7876.300000 sec): 3 clusters
  Score: Raw -3165978.023956 + Penalty 3315.227199 = -3162662.796757
  nChanged 26
		SP:Iteration 19Q (7876.360000 sec): 3 clusters
  Score: Raw -3166001.128154 + Penalty 3315.227199 = -3162685.900955
  nChanged 18
		SP:Iteration 20F (7876.440000 sec): 3 clusters
  Score: Raw -3166019.292693 + Penalty 3315.227199 = -3162704.065493
  nChanged 19
		SP:Iteration 21Q (7876.490000 sec): 3 clusters
  Score: Raw -3166037.085243 + Penalty 3315.227199 = -3162721.858043
  nChanged 20
		SP:Iteration 22Q (7876.550000 sec): 3 clusters
  Score: Raw -3166051.887134 + Penalty 3315.227199 = -3162736.659934
  nChanged 14
		SP:Iteration 23Q (7876.600000 sec): 3 clusters
  Score: Raw -3166064.888546 + Penalty 3315.227199 = -3162749.661347
  nChanged 6
		SP:Iteration 24Q (7876.660000 sec): 3 clusters
  Score: Raw -3166070.811256 + Penalty 3315.227199 = -3162755.584057
  nChanged 4
		SP:Iteration 25Q (7876.720000 sec): 3 clusters
  Score: Raw -3166073.350595 + Penalty 3315.227199 = -3162758.123396
  nChanged 2
		SP:Iteration 26Q (7876.780000 sec): 3 clusters
  Score: Raw -3166075.458167 + Penalty 3315.227199 = -3162760.230968
  nChanged 5
		SP:Iteration 27Q (7876.840000 sec): 3 clusters
  Score: Raw -3166079.727335 + Penalty 3315.227199 = -3162764.500135
  nChanged 2
		SP:Iteration 28Q (7876.890000 sec): 3 clusters
  Score: Raw -3166080.724279 + Penalty 3315.227199 = -3162765.497079
  nChanged 1
		SP:Iteration 29Q (7876.950000 sec): 3 clusters
  Score: Raw -3166081.745449 + Penalty 3315.227199 = -3162766.518250
  nChanged 1
		SP:Iteration 30Q (7877.010000 sec): 3 clusters
  Score: Raw -3166082.439870 + Penalty 3315.227199 = -3162767.212671
  nChanged 1
		SP:Iteration 31Q (7877.060000 sec): 3 clusters
  Score: Raw -3166083.597909 + Penalty 3315.227199 = -3162768.370709
  nChanged 1
		SP:Iteration 32Q (7877.120000 sec): 3 clusters
  Score: Raw -3166084.186101 + Penalty 3315.227199 = -3162768.958901
  nChanged 1
		SP:Iteration 33Q (7877.170000 sec): 3 clusters
  Score: Raw -3166084.813605 + Penalty 3315.227199 = -3162769.586405
  nChanged 1
		SP:Iteration 34Q (7877.230000 sec): 3 clusters
  Score: Raw -3166086.043453 + Penalty 3315.227199 = -3162770.816254
  nChanged 1
		SP:Iteration 35Q (7877.290000 sec): 3 clusters
  Score: Raw -3166088.054701 + Penalty 3315.227199 = -3162772.827502
  nChanged 1
		SP:Iteration 36Q (7877.350000 sec): 3 clusters
  Score: Raw -3166088.854689 + Penalty 3315.227199 = -3162773.627489
  nChanged 1
		SP:Iteration 37Q (7877.400000 sec): 3 clusters
  Score: Raw -3166089.935738 + Penalty 3315.227199 = -3162774.708539
  nChanged 4
		SP:Iteration 38Q (7877.450000 sec): 3 clusters
  Score: Raw -3166092.849280 + Penalty 3315.227199 = -3162777.622081
  nChanged 1
		SP:Iteration 39Q (7877.520000 sec): 3 clusters
  Score: Raw -3166093.694587 + Penalty 3315.227199 = -3162778.467387
  nChanged 0
		SP:Iteration 40F (7877.590000 sec): 3 clusters
  Score: Raw -3166093.694587 + Penalty 3315.227199 = -3162778.467387
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7877.780000 sec): 2 clusters
  Score: Raw -1108259.233723 + Penalty 1484.222234 = -1106775.011489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7877.810000 sec): 3 clusters
  Score: Raw -1103088.349575 + Penalty 2968.444468 = -1100119.905107
  nChanged 3931
		SP:Iteration 1F (7877.830000 sec): 3 clusters
  Score: Raw -1105214.297934 + Penalty 2968.444468 = -1102245.853466
  nChanged 623
		SP:Iteration 2F (7877.860000 sec): 3 clusters
  Score: Raw -1105532.008859 + Penalty 2968.444468 = -1102563.564391
  nChanged 497
		SP:Iteration 3F (7877.880000 sec): 3 clusters
  Score: Raw -1105808.755980 + Penalty 2968.444468 = -1102840.311512
  nChanged 434
		SP:Iteration 4Q (7877.910000 sec): 3 clusters
  Score: Raw -1106029.870272 + Penalty 2968.444468 = -1103061.425804
  nChanged 382
		SP:Iteration 5Q (7877.940000 sec): 3 clusters
  Score: Raw -1106224.795705 + Penalty 2968.444468 = -1103256.351237
  nChanged 388
		SP:Iteration 6Q (7877.970000 sec): 3 clusters
  Score: Raw -1106404.734768 + Penalty 2968.444468 = -1103436.290300
  nChanged 379
		SP:Iteration 7Q (7878.000000 sec): 3 clusters
  Score: Raw -1106562.702904 + Penalty 2968.444468 = -1103594.258436
  nChanged 320
		SP:Iteration 8Q (7878.030000 sec): 3 clusters
  Score: Raw -1106705.364858 + Penalty 2968.444468 = -1103736.920390
  nChanged 320
		SP:Iteration 9Q (7878.060000 sec): 3 clusters
  Score: Raw -1106833.421373 + Penalty 2968.444468 = -1103864.976904
  nChanged 309
		SP:Iteration 10Q (7878.080000 sec): 3 clusters
  Score: Raw -1106962.066828 + Penalty 2968.444468 = -1103993.622359
  nChanged 267
		SP:Iteration 11Q (7878.110000 sec): 3 clusters
  Score: Raw -1107065.944870 + Penalty 2968.444468 = -1104097.500401
  nChanged 239
		SP:Iteration 12Q (7878.130000 sec): 3 clusters
  Score: Raw -1107174.673623 + Penalty 2968.444468 = -1104206.229155
  nChanged 274
		SP:Iteration 13Q (7878.150000 sec): 3 clusters
  Score: Raw -1107294.263669 + Penalty 2968.444468 = -1104325.819201
  nChanged 269
		SP:Iteration 14Q (7878.170000 sec): 3 clusters
  Score: Raw -1107406.717103 + Penalty 2968.444468 = -1104438.272635
  nChanged 227
		SP:Iteration 15Q (7878.190000 sec): 3 clusters
  Score: Raw -1107513.699965 + Penalty 2968.444468 = -1104545.255496
  nChanged 213
		SP:Iteration 16Q (7878.220000 sec): 3 clusters
  Score: Raw -1107613.888447 + Penalty 2968.444468 = -1104645.443979
  nChanged 212
		SP:Iteration 17Q (7878.250000 sec): 3 clusters
  Score: Raw -1107718.473581 + Penalty 2968.444468 = -1104750.029113
  nChanged 205
		SP:Iteration 18Q (7878.280000 sec): 3 clusters
  Score: Raw -1107804.066019 + Penalty 2968.444468 = -1104835.621550
  nChanged 169
		SP:Iteration 19Q (7878.310000 sec): 3 clusters
  Score: Raw -1107875.290822 + Penalty 2968.444468 = -1104906.846354
  nChanged 152
		SP:Iteration 20F (7878.330000 sec): 3 clusters
  Score: Raw -1107943.016017 + Penalty 2968.444468 = -1104974.571549
  nChanged 161
		SP:Iteration 21Q (7878.360000 sec): 3 clusters
  Score: Raw -1108016.558878 + Penalty 2968.444468 = -1105048.114409
  nChanged 151
		SP:Iteration 22Q (7878.380000 sec): 3 clusters
  Score: Raw -1108084.403074 + Penalty 2968.444468 = -1105115.958606
  nChanged 151
		SP:Iteration 23Q (7878.400000 sec): 3 clusters
  Score: Raw -1108154.415709 + Penalty 2968.444468 = -1105185.971241
  nChanged 145
		SP:Iteration 24Q (7878.430000 sec): 3 clusters
  Score: Raw -1108217.207846 + Penalty 2968.444468 = -1105248.763378
  nChanged 142
		SP:Iteration 25Q (7878.450000 sec): 3 clusters
  Score: Raw -1108282.680549 + Penalty 2968.444468 = -1105314.236081
  nChanged 155
		SP:Iteration 26Q (7878.470000 sec): 3 clusters
  Score: Raw -1108354.878699 + Penalty 2968.444468 = -1105386.434231
  nChanged 116
		SP:Iteration 27Q (7878.490000 sec): 3 clusters
  Score: Raw -1108408.491977 + Penalty 2968.444468 = -1105440.047509
  nChanged 118
		SP:Iteration 28Q (7878.510000 sec): 3 clusters
  Score: Raw -1108464.970329 + Penalty 2968.444468 = -1105496.525860
  nChanged 109
		SP:Iteration 29Q (7878.530000 sec): 3 clusters
  Score: Raw -1108522.389871 + Penalty 2968.444468 = -1105553.945403
  nChanged 93
		SP:Iteration 30Q (7878.550000 sec): 3 clusters
  Score: Raw -1108569.249122 + Penalty 2968.444468 = -1105600.804654
  nChanged 95
		SP:Iteration 31Q (7878.580000 sec): 3 clusters
  Score: Raw -1108619.826998 + Penalty 2968.444468 = -1105651.382530
  nChanged 82
		SP:Iteration 32Q (7878.600000 sec): 3 clusters
  Score: Raw -1108664.697319 + Penalty 2968.444468 = -1105696.252851
  nChanged 78
		SP:Iteration 33Q (7878.620000 sec): 3 clusters
  Score: Raw -1108701.125453 + Penalty 2968.444468 = -1105732.680985
  nChanged 79
		SP:Iteration 34Q (7878.640000 sec): 3 clusters
  Score: Raw -1108737.736345 + Penalty 2968.444468 = -1105769.291877
  nChanged 65
		SP:Iteration 35Q (7878.660000 sec): 3 clusters
  Score: Raw -1108767.106884 + Penalty 2968.444468 = -1105798.662416
  nChanged 48
		SP:Iteration 36Q (7878.680000 sec): 3 clusters
  Score: Raw -1108783.944233 + Penalty 2968.444468 = -1105815.499765
  nChanged 30
		SP:Iteration 37Q (7878.700000 sec): 3 clusters
  Score: Raw -1108796.047895 + Penalty 2968.444468 = -1105827.603427
  nChanged 26
		SP:Iteration 38Q (7878.720000 sec): 3 clusters
  Score: Raw -1108803.641166 + Penalty 2968.444468 = -1105835.196698
  nChanged 22
		SP:Iteration 39Q (7878.740000 sec): 3 clusters
  Score: Raw -1108811.898032 + Penalty 2968.444468 = -1105843.453564
  nChanged 28
		SP:Iteration 40F (7878.760000 sec): 3 clusters
  Score: Raw -1108821.517808 + Penalty 2968.444468 = -1105853.073340
  nChanged 24
		SP:Iteration 41Q (7878.780000 sec): 3 clusters
  Score: Raw -1108828.598913 + Penalty 2968.444468 = -1105860.154444
  nChanged 24
		SP:Iteration 42Q (7878.800000 sec): 3 clusters
  Score: Raw -1108837.723288 + Penalty 2968.444468 = -1105869.278819
  nChanged 20
		SP:Iteration 43Q (7878.820000 sec): 3 clusters
  Score: Raw -1108844.629675 + Penalty 2968.444468 = -1105876.185206
  nChanged 25
		SP:Iteration 44Q (7878.840000 sec): 3 clusters
  Score: Raw -1108855.344594 + Penalty 2968.444468 = -1105886.900126
  nChanged 29
		SP:Iteration 45Q (7878.860000 sec): 3 clusters
  Score: Raw -1108865.731415 + Penalty 2968.444468 = -1105897.286947
  nChanged 27
		SP:Iteration 46Q (7878.880000 sec): 3 clusters
  Score: Raw -1108876.649134 + Penalty 2968.444468 = -1105908.204666
  nChanged 19
		SP:Iteration 47Q (7878.890000 sec): 3 clusters
  Score: Raw -1108883.156402 + Penalty 2968.444468 = -1105914.711933
  nChanged 16
		SP:Iteration 48Q (7878.910000 sec): 3 clusters
  Score: Raw -1108890.116346 + Penalty 2968.444468 = -1105921.671878
  nChanged 19
		SP:Iteration 49Q (7878.930000 sec): 3 clusters
  Score: Raw -1108895.872115 + Penalty 2968.444468 = -1105927.427647
  nChanged 10
		SP:Iteration 50Q (7878.950000 sec): 3 clusters
  Score: Raw -1108900.657209 + Penalty 2968.444468 = -1105932.212741
  nChanged 7
		SP:Iteration 51Q (7878.970000 sec): 3 clusters
  Score: Raw -1108902.534086 + Penalty 2968.444468 = -1105934.089618
  nChanged 9
		SP:Iteration 52Q (7878.990000 sec): 3 clusters
  Score: Raw -1108904.888000 + Penalty 2968.444468 = -1105936.443532
  nChanged 11
		SP:Iteration 53Q (7879.010000 sec): 3 clusters
  Score: Raw -1108908.702134 + Penalty 2968.444468 = -1105940.257665
  nChanged 5
		SP:Iteration 54Q (7879.030000 sec): 3 clusters
  Score: Raw -1108910.865468 + Penalty 2968.444468 = -1105942.420999
  nChanged 8
		SP:Iteration 55Q (7879.050000 sec): 3 clusters
  Score: Raw -1108913.301847 + Penalty 2968.444468 = -1105944.857378
  nChanged 4
		SP:Iteration 56Q (7879.060000 sec): 3 clusters
  Score: Raw -1108914.568535 + Penalty 2968.444468 = -1105946.124066
  nChanged 4
		SP:Iteration 57Q (7879.080000 sec): 3 clusters
  Score: Raw -1108915.842957 + Penalty 2968.444468 = -1105947.398489
  nChanged 4
		SP:Iteration 58Q (7879.100000 sec): 3 clusters
  Score: Raw -1108917.525060 + Penalty 2968.444468 = -1105949.080592
  nChanged 3
		SP:Iteration 59Q (7879.120000 sec): 3 clusters
  Score: Raw -1108918.001951 + Penalty 2968.444468 = -1105949.557483
  nChanged 4
		SP:Iteration 60F (7879.140000 sec): 3 clusters
  Score: Raw -1108918.648754 + Penalty 2968.444468 = -1105950.204285
  nChanged 5
		SP:Iteration 61Q (7879.160000 sec): 3 clusters
  Score: Raw -1108921.107940 + Penalty 2968.444468 = -1105952.663472
  nChanged 7
		SP:Iteration 62Q (7879.180000 sec): 3 clusters
  Score: Raw -1108922.952621 + Penalty 2968.444468 = -1105954.508153
  nChanged 4
		SP:Iteration 63Q (7879.200000 sec): 3 clusters
  Score: Raw -1108924.823671 + Penalty 2968.444468 = -1105956.379203
  nChanged 2
		SP:Iteration 64Q (7879.210000 sec): 3 clusters
  Score: Raw -1108925.791581 + Penalty 2968.444468 = -1105957.347113
  nChanged 4
		SP:Iteration 65Q (7879.230000 sec): 3 clusters
  Score: Raw -1108926.714750 + Penalty 2968.444468 = -1105958.270282
  nChanged 4
		SP:Iteration 66Q (7879.250000 sec): 3 clusters
  Score: Raw -1108927.711133 + Penalty 2968.444468 = -1105959.266665
  nChanged 4
		SP:Iteration 67Q (7879.270000 sec): 3 clusters
  Score: Raw -1108928.579720 + Penalty 2968.444468 = -1105960.135251
  nChanged 4
		SP:Iteration 68Q (7879.290000 sec): 3 clusters
  Score: Raw -1108929.088266 + Penalty 2968.444468 = -1105960.643798
  nChanged 0
		SP:Iteration 69F (7879.310000 sec): 3 clusters
  Score: Raw -1108929.088266 + Penalty 2968.444468 = -1105960.643798
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7879.390000 sec): 2 clusters
  Score: Raw -941213.714002 + Penalty 1462.758814 = -939750.955188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7879.410000 sec): 3 clusters
  Score: Raw -936704.600929 + Penalty 2925.517628 = -933779.083301
  nChanged 3450
		SP:Iteration 1F (7879.430000 sec): 3 clusters
  Score: Raw -938478.759649 + Penalty 2925.517628 = -935553.242021
  nChanged 511
		SP:Iteration 2F (7879.450000 sec): 3 clusters
  Score: Raw -938688.566992 + Penalty 2925.517628 = -935763.049364
  nChanged 376
		SP:Iteration 3Q (7879.470000 sec): 3 clusters
  Score: Raw -938839.751692 + Penalty 2925.517628 = -935914.234065
  nChanged 330
		SP:Iteration 4Q (7879.500000 sec): 3 clusters
  Score: Raw -938976.889044 + Penalty 2925.517628 = -936051.371416
  nChanged 298
		SP:Iteration 5Q (7879.520000 sec): 3 clusters
  Score: Raw -939087.073071 + Penalty 2925.517628 = -936161.555443
  nChanged 297
		SP:Iteration 6Q (7879.540000 sec): 3 clusters
  Score: Raw -939205.539311 + Penalty 2925.517628 = -936280.021683
  nChanged 281
		SP:Iteration 7Q (7879.570000 sec): 3 clusters
  Score: Raw -939307.451609 + Penalty 2925.517628 = -936381.933981
  nChanged 262
		SP:Iteration 8Q (7879.590000 sec): 3 clusters
  Score: Raw -939409.890989 + Penalty 2925.517628 = -936484.373362
  nChanged 297
		SP:Iteration 9Q (7879.610000 sec): 3 clusters
  Score: Raw -939548.282188 + Penalty 2925.517628 = -936622.764560
  nChanged 312
		SP:Iteration 10Q (7879.630000 sec): 3 clusters
  Score: Raw -939698.494280 + Penalty 2925.517628 = -936772.976652
  nChanged 296
		SP:Iteration 11Q (7879.650000 sec): 3 clusters
  Score: Raw -939862.834842 + Penalty 2925.517628 = -936937.317215
  nChanged 319
		SP:Iteration 12Q (7879.680000 sec): 3 clusters
  Score: Raw -940043.874995 + Penalty 2925.517628 = -937118.357368
  nChanged 310
		SP:Iteration 13Q (7879.700000 sec): 3 clusters
  Score: Raw -940227.283650 + Penalty 2925.517628 = -937301.766022
  nChanged 324
		SP:Iteration 14Q (7879.720000 sec): 3 clusters
  Score: Raw -940443.690279 + Penalty 2925.517628 = -937518.172651
  nChanged 317
		SP:Iteration 15Q (7879.740000 sec): 3 clusters
  Score: Raw -940659.398575 + Penalty 2925.517628 = -937733.880947
  nChanged 266
		SP:Iteration 16Q (7879.760000 sec): 3 clusters
  Score: Raw -940841.931734 + Penalty 2925.517628 = -937916.414106
  nChanged 211
		SP:Iteration 17Q (7879.780000 sec): 3 clusters
  Score: Raw -941004.051563 + Penalty 2925.517628 = -938078.533935
  nChanged 186
		SP:Iteration 18Q (7879.800000 sec): 3 clusters
  Score: Raw -941135.164420 + Penalty 2925.517628 = -938209.646792
  nChanged 122
		SP:Iteration 19Q (7879.820000 sec): 3 clusters
  Score: Raw -941229.962943 + Penalty 2925.517628 = -938304.445315
  nChanged 84
		SP:Iteration 20F (7879.840000 sec): 3 clusters
  Score: Raw -941302.186434 + Penalty 2925.517628 = -938376.668806
  nChanged 51
		SP:Iteration 21Q (7879.860000 sec): 3 clusters
  Score: Raw -941340.381083 + Penalty 2925.517628 = -938414.863455
  nChanged 34
		SP:Iteration 22Q (7879.880000 sec): 3 clusters
  Score: Raw -941361.937341 + Penalty 2925.517628 = -938436.419713
  nChanged 24
		SP:Iteration 23Q (7879.900000 sec): 3 clusters
  Score: Raw -941380.530950 + Penalty 2925.517628 = -938455.013322
  nChanged 14
		SP:Iteration 24Q (7879.920000 sec): 3 clusters
  Score: Raw -941392.777187 + Penalty 2925.517628 = -938467.259560
  nChanged 12
		SP:Iteration 25Q (7879.940000 sec): 3 clusters
  Score: Raw -941398.922624 + Penalty 2925.517628 = -938473.404996
  nChanged 5
		SP:Iteration 26Q (7879.960000 sec): 3 clusters
  Score: Raw -941401.853239 + Penalty 2925.517628 = -938476.335611
  nChanged 5
		SP:Iteration 27Q (7879.970000 sec): 3 clusters
  Score: Raw -941405.463082 + Penalty 2925.517628 = -938479.945455
  nChanged 6
		SP:Iteration 28Q (7879.990000 sec): 3 clusters
  Score: Raw -941411.510868 + Penalty 2925.517628 = -938485.993241
  nChanged 6
		SP:Iteration 29Q (7880.010000 sec): 3 clusters
  Score: Raw -941416.456603 + Penalty 2925.517628 = -938490.938975
  nChanged 6
		SP:Iteration 30Q (7880.030000 sec): 3 clusters
  Score: Raw -941421.309611 + Penalty 2925.517628 = -938495.791983
  nChanged 7
		SP:Iteration 31Q (7880.040000 sec): 3 clusters
  Score: Raw -941424.971781 + Penalty 2925.517628 = -938499.454153
  nChanged 3
		SP:Iteration 32Q (7880.060000 sec): 3 clusters
  Score: Raw -941426.866313 + Penalty 2925.517628 = -938501.348685
  nChanged 5
		SP:Iteration 33Q (7880.080000 sec): 3 clusters
  Score: Raw -941429.613634 + Penalty 2925.517628 = -938504.096006
  nChanged 6
		SP:Iteration 34Q (7880.100000 sec): 3 clusters
  Score: Raw -941434.779581 + Penalty 2925.517628 = -938509.261954
  nChanged 4
		SP:Iteration 35Q (7880.130000 sec): 3 clusters
  Score: Raw -941436.608238 + Penalty 2925.517628 = -938511.090610
  nChanged 3
		SP:Iteration 36Q (7880.140000 sec): 3 clusters
  Score: Raw -941439.149064 + Penalty 2925.517628 = -938513.631436
  nChanged 2
		SP:Iteration 37Q (7880.170000 sec): 3 clusters
  Score: Raw -941440.682275 + Penalty 2925.517628 = -938515.164647
  nChanged 2
		SP:Iteration 38Q (7880.190000 sec): 3 clusters
  Score: Raw -941443.025518 + Penalty 2925.517628 = -938517.507890
  nChanged 1
		SP:Iteration 39Q (7880.220000 sec): 3 clusters
  Score: Raw -941443.284613 + Penalty 2925.517628 = -938517.766985
  nChanged 3
		SP:Iteration 40F (7880.240000 sec): 3 clusters
  Score: Raw -941445.313214 + Penalty 2925.517628 = -938519.795586
  nChanged 3
		SP:Iteration 41Q (7880.260000 sec): 3 clusters
  Score: Raw -941448.646261 + Penalty 2925.517628 = -938523.128633
  nChanged 2
		SP:Iteration 42Q (7880.270000 sec): 3 clusters
  Score: Raw -941449.614282 + Penalty 2925.517628 = -938524.096654
  nChanged 2
		SP:Iteration 43Q (7880.290000 sec): 3 clusters
  Score: Raw -941452.060312 + Penalty 2925.517628 = -938526.542684
  nChanged 4
		SP:Iteration 44Q (7880.310000 sec): 3 clusters
  Score: Raw -941456.918010 + Penalty 2925.517628 = -938531.400382
  nChanged 2
		SP:Iteration 45Q (7880.330000 sec): 3 clusters
  Score: Raw -941459.020865 + Penalty 2925.517628 = -938533.503237
  nChanged 3
		SP:Iteration 46Q (7880.350000 sec): 3 clusters
  Score: Raw -941462.909043 + Penalty 2925.517628 = -938537.391415
  nChanged 5
		SP:Iteration 47Q (7880.370000 sec): 3 clusters
  Score: Raw -941465.924097 + Penalty 2925.517628 = -938540.406469
  nChanged 1
		SP:Iteration 48Q (7880.380000 sec): 3 clusters
  Score: Raw -941466.901271 + Penalty 2925.517628 = -938541.383643
  nChanged 1
		SP:Iteration 49Q (7880.410000 sec): 3 clusters
  Score: Raw -941467.845734 + Penalty 2925.517628 = -938542.328106
  nChanged 1
		SP:Iteration 50Q (7880.420000 sec): 3 clusters
  Score: Raw -941468.182220 + Penalty 2925.517628 = -938542.664592
  nChanged 1
		SP:Iteration 51Q (7880.440000 sec): 3 clusters
  Score: Raw -941469.106419 + Penalty 2925.517628 = -938543.588791
  nChanged 1
		SP:Iteration 52Q (7880.460000 sec): 3 clusters
  Score: Raw -941469.923062 + Penalty 2925.517628 = -938544.405434
  nChanged 1
		SP:Iteration 53Q (7880.470000 sec): 3 clusters
  Score: Raw -941471.554839 + Penalty 2925.517628 = -938546.037211
  nChanged 1
		SP:Iteration 54Q (7880.490000 sec): 3 clusters
  Score: Raw -941472.254661 + Penalty 2925.517628 = -938546.737033
  nChanged 0
		SP:Iteration 55F (7880.510000 sec): 3 clusters
  Score: Raw -941472.254661 + Penalty 2925.517628 = -938546.737033
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (42033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7881.410000 sec): 2 clusters
  Score: Raw -4812031.375360 + Penalty 1730.009174 = -4810301.366186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7881.550000 sec): 3 clusters
  Score: Raw -4785624.775493 + Penalty 3460.018348 = -4782164.757144
  nChanged 19580
		SP:Iteration 1F (7881.680000 sec): 3 clusters
  Score: Raw -4796578.086182 + Penalty 3460.018348 = -4793118.067834
  nChanged 1717
		SP:Iteration 2Q (7881.790000 sec): 3 clusters
  Score: Raw -4797153.948643 + Penalty 3460.018348 = -4793693.930295
  nChanged 1813
		SP:Iteration 3Q (7881.900000 sec): 3 clusters
  Score: Raw -4797853.346905 + Penalty 3460.018348 = -4794393.328556
  nChanged 1943
		SP:Iteration 4Q (7882.010000 sec): 3 clusters
  Score: Raw -4798730.706243 + Penalty 3460.018348 = -4795270.687894
  nChanged 2182
		SP:Iteration 5F (7882.120000 sec): 3 clusters
  Score: Raw -4799943.839292 + Penalty 3460.018348 = -4796483.820944
  nChanged 2628
		SP:Iteration 6F (7882.230000 sec): 3 clusters
  Score: Raw -4801709.171116 + Penalty 3460.018348 = -4798249.152768
  nChanged 3034
		SP:Iteration 7F (7882.340000 sec): 3 clusters
  Score: Raw -4804073.219596 + Penalty 3460.018348 = -4800613.201247
  nChanged 3079
		SP:Iteration 8F (7882.440000 sec): 3 clusters
  Score: Raw -4806747.419791 + Penalty 3460.018348 = -4803287.401443
  nChanged 2569
		SP:Iteration 9F (7882.560000 sec): 3 clusters
  Score: Raw -4809073.679029 + Penalty 3460.018348 = -4805613.660680
  nChanged 1726
		SP:Iteration 10Q (7882.660000 sec): 3 clusters
  Score: Raw -4810615.137073 + Penalty 3460.018348 = -4807155.118724
  nChanged 952
		SP:Iteration 11Q (7882.760000 sec): 3 clusters
  Score: Raw -4811458.194141 + Penalty 3460.018348 = -4807998.175792
  nChanged 453
		SP:Iteration 12Q (7882.860000 sec): 3 clusters
  Score: Raw -4811874.155151 + Penalty 3460.018348 = -4808414.136803
  nChanged 193
		SP:Iteration 13Q (7882.940000 sec): 3 clusters
  Score: Raw -4812045.080594 + Penalty 3460.018348 = -4808585.062246
  nChanged 73
		SP:Iteration 14Q (7883.020000 sec): 3 clusters
  Score: Raw -4812114.183200 + Penalty 3460.018348 = -4808654.164851
  nChanged 49
		SP:Iteration 15Q (7883.100000 sec): 3 clusters
  Score: Raw -4812165.810323 + Penalty 3460.018348 = -4808705.791975
  nChanged 43
		SP:Iteration 16Q (7883.180000 sec): 3 clusters
  Score: Raw -4812211.522163 + Penalty 3460.018348 = -4808751.503814
  nChanged 31
		SP:Iteration 17Q (7883.250000 sec): 3 clusters
  Score: Raw -4812245.564058 + Penalty 3460.018348 = -4808785.545710
  nChanged 15
		SP:Iteration 18Q (7883.330000 sec): 3 clusters
  Score: Raw -4812261.016610 + Penalty 3460.018348 = -4808800.998262
  nChanged 11
		SP:Iteration 19Q (7883.410000 sec): 3 clusters
  Score: Raw -4812272.112722 + Penalty 3460.018348 = -4808812.094374
  nChanged 13
		SP:Iteration 20F (7883.550000 sec): 3 clusters
  Score: Raw -4812285.063725 + Penalty 3460.018348 = -4808825.045376
  nChanged 8
		SP:Iteration 21Q (7883.630000 sec): 3 clusters
  Score: Raw -4812292.353400 + Penalty 3460.018348 = -4808832.335052
  nChanged 2
		SP:Iteration 22Q (7883.710000 sec): 3 clusters
  Score: Raw -4812293.820906 + Penalty 3460.018348 = -4808833.802558
  nChanged 3
		SP:Iteration 23Q (7883.790000 sec): 3 clusters
  Score: Raw -4812297.216541 + Penalty 3460.018348 = -4808837.198193
  nChanged 4
		SP:Iteration 24Q (7883.880000 sec): 3 clusters
  Score: Raw -4812300.211317 + Penalty 3460.018348 = -4808840.192969
  nChanged 4
		SP:Iteration 25Q (7883.970000 sec): 3 clusters
  Score: Raw -4812304.275390 + Penalty 3460.018348 = -4808844.257041
  nChanged 4
		SP:Iteration 26Q (7884.060000 sec): 3 clusters
  Score: Raw -4812309.999744 + Penalty 3460.018348 = -4808849.981395
  nChanged 6
		SP:Iteration 27Q (7884.140000 sec): 3 clusters
  Score: Raw -4812316.577589 + Penalty 3460.018348 = -4808856.559241
  nChanged 1
		SP:Iteration 28Q (7884.220000 sec): 3 clusters
  Score: Raw -4812318.173415 + Penalty 3460.018348 = -4808858.155067
  nChanged 3
		SP:Iteration 29Q (7884.300000 sec): 3 clusters
  Score: Raw -4812321.933522 + Penalty 3460.018348 = -4808861.915173
  nChanged 0
		SP:Iteration 30F (7884.410000 sec): 3 clusters
  Score: Raw -4812321.933522 + Penalty 3460.018348 = -4808861.915173
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7886.130000 sec): 2 clusters
  Score: Raw -13058282.956273 + Penalty 1887.225186 = -13056395.731088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7886.430000 sec): 3 clusters
  Score: Raw -12986097.856660 + Penalty 3774.450372 = -12982323.406289
  nChanged 53052
		SP:Iteration 1F (7886.730000 sec): 3 clusters
  Score: Raw -13017445.428679 + Penalty 3774.450372 = -13013670.978308
  nChanged 3841
		SP:Iteration 2Q (7887.030000 sec): 3 clusters
  Score: Raw -13018530.901250 + Penalty 3774.450372 = -13014756.450878
  nChanged 4219
		SP:Iteration 3Q (7887.320000 sec): 3 clusters
  Score: Raw -13020033.030599 + Penalty 3774.450372 = -13016258.580228
  nChanged 5237
		SP:Iteration 4Q (7887.620000 sec): 3 clusters
  Score: Raw -13022515.691609 + Penalty 3774.450372 = -13018741.241237
  nChanged 6837
		SP:Iteration 5F (7887.910000 sec): 3 clusters
  Score: Raw -13026787.110119 + Penalty 3774.450372 = -13023012.659747
  nChanged 8764
		SP:Iteration 6F (7888.200000 sec): 3 clusters
  Score: Raw -13033675.722083 + Penalty 3774.450372 = -13029901.271711
  nChanged 9887
		SP:Iteration 7F (7888.490000 sec): 3 clusters
  Score: Raw -13042788.862858 + Penalty 3774.450372 = -13039014.412486
  nChanged 8214
		SP:Iteration 8F (7888.780000 sec): 3 clusters
  Score: Raw -13050903.361489 + Penalty 3774.450372 = -13047128.911118
  nChanged 4893
		SP:Iteration 9Q (7889.050000 sec): 3 clusters
  Score: Raw -13055594.657183 + Penalty 3774.450372 = -13051820.206811
  nChanged 2076
		SP:Iteration 10Q (7889.300000 sec): 3 clusters
  Score: Raw -13057446.682844 + Penalty 3774.450372 = -13053672.232473
  nChanged 763
		SP:Iteration 11Q (7889.510000 sec): 3 clusters
  Score: Raw -13058081.435768 + Penalty 3774.450372 = -13054306.985396
  nChanged 314
		SP:Iteration 12Q (7889.720000 sec): 3 clusters
  Score: Raw -13058313.352498 + Penalty 3774.450372 = -13054538.902126
  nChanged 137
		SP:Iteration 13Q (7889.930000 sec): 3 clusters
  Score: Raw -13058414.004652 + Penalty 3774.450372 = -13054639.554280
  nChanged 61
		SP:Iteration 14Q (7890.130000 sec): 3 clusters
  Score: Raw -13058454.889001 + Penalty 3774.450372 = -13054680.438629
  nChanged 36
		SP:Iteration 15Q (7890.330000 sec): 3 clusters
  Score: Raw -13058480.345869 + Penalty 3774.450372 = -13054705.895497
  nChanged 28
		SP:Iteration 16Q (7890.530000 sec): 3 clusters
  Score: Raw -13058500.187060 + Penalty 3774.450372 = -13054725.736688
  nChanged 21
		SP:Iteration 17Q (7890.730000 sec): 3 clusters
  Score: Raw -13058514.990353 + Penalty 3774.450372 = -13054740.539981
  nChanged 20
		SP:Iteration 18Q (7890.930000 sec): 3 clusters
  Score: Raw -13058529.494438 + Penalty 3774.450372 = -13054755.044067
  nChanged 17
		SP:Iteration 19Q (7891.130000 sec): 3 clusters
  Score: Raw -13058543.561698 + Penalty 3774.450372 = -13054769.111327
  nChanged 14
		SP:Iteration 20F (7891.410000 sec): 3 clusters
  Score: Raw -13058557.170056 + Penalty 3774.450372 = -13054782.719684
  nChanged 16
		SP:Iteration 21Q (7891.610000 sec): 3 clusters
  Score: Raw -13058572.043643 + Penalty 3774.450372 = -13054797.593271
  nChanged 13
		SP:Iteration 22Q (7891.810000 sec): 3 clusters
  Score: Raw -13058583.627015 + Penalty 3774.450372 = -13054809.176643
  nChanged 8
		SP:Iteration 23Q (7892.010000 sec): 3 clusters
  Score: Raw -13058589.738069 + Penalty 3774.450372 = -13054815.287698
  nChanged 5
		SP:Iteration 24Q (7892.210000 sec): 3 clusters
  Score: Raw -13058593.876484 + Penalty 3774.450372 = -13054819.426112
  nChanged 3
		SP:Iteration 25Q (7892.410000 sec): 3 clusters
  Score: Raw -13058596.555778 + Penalty 3774.450372 = -13054822.105406
  nChanged 3
		SP:Iteration 26Q (7892.610000 sec): 3 clusters
  Score: Raw -13058601.463100 + Penalty 3774.450372 = -13054827.012729
  nChanged 2
		SP:Iteration 27Q (7892.800000 sec): 3 clusters
  Score: Raw -13058603.622413 + Penalty 3774.450372 = -13054829.172042
  nChanged 1
		SP:Iteration 28Q (7893.000000 sec): 3 clusters
  Score: Raw -13058604.950038 + Penalty 3774.450372 = -13054830.499667
  nChanged 1
		SP:Iteration 29Q (7893.200000 sec): 3 clusters
  Score: Raw -13058605.800496 + Penalty 3774.450372 = -13054831.350124
  nChanged 0
		SP:Iteration 30F (7893.490000 sec): 3 clusters
  Score: Raw -13058605.800496 + Penalty 3774.450372 = -13054831.350124
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (104715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7893.780000 sec): 2 clusters
  Score: Raw -12000899.159765 + Penalty 1878.337119 = -11999020.822646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7894.060000 sec): 3 clusters
  Score: Raw -11933097.475991 + Penalty 3756.674237 = -11929340.801754
  nChanged 49948
		SP:Iteration 1F (7894.360000 sec): 3 clusters
  Score: Raw -11963718.793356 + Penalty 3756.674237 = -11959962.119118
  nChanged 5342
		SP:Iteration 2F (7894.640000 sec): 3 clusters
  Score: Raw -11965960.590111 + Penalty 3756.674237 = -11962203.915874
  nChanged 6309
		SP:Iteration 3F (7894.920000 sec): 3 clusters
  Score: Raw -11969215.070034 + Penalty 3756.674237 = -11965458.395797
  nChanged 7217
		SP:Iteration 4F (7895.200000 sec): 3 clusters
  Score: Raw -11973565.107495 + Penalty 3756.674237 = -11969808.433258
  nChanged 7569
		SP:Iteration 5F (7895.480000 sec): 3 clusters
  Score: Raw -11978576.766545 + Penalty 3756.674237 = -11974820.092308
  nChanged 7177
		SP:Iteration 6F (7895.760000 sec): 3 clusters
  Score: Raw -11983712.896241 + Penalty 3756.674237 = -11979956.222004
  nChanged 6362
		SP:Iteration 7F (7896.030000 sec): 3 clusters
  Score: Raw -11988422.917993 + Penalty 3756.674237 = -11984666.243756
  nChanged 5234
		SP:Iteration 8Q (7896.320000 sec): 3 clusters
  Score: Raw -11992543.583169 + Penalty 3756.674237 = -11988786.908932
  nChanged 4115
		SP:Iteration 9Q (7896.600000 sec): 3 clusters
  Score: Raw -11995923.349858 + Penalty 3756.674237 = -11992166.675621
  nChanged 2865
		SP:Iteration 10Q (7896.880000 sec): 3 clusters
  Score: Raw -11998347.904727 + Penalty 3756.674237 = -11994591.230490
  nChanged 1721
		SP:Iteration 11Q (7897.140000 sec): 3 clusters
  Score: Raw -11999812.809792 + Penalty 3756.674237 = -11996056.135555
  nChanged 861
		SP:Iteration 12Q (7897.390000 sec): 3 clusters
  Score: Raw -12000531.391121 + Penalty 3756.674237 = -11996774.716884
  nChanged 389
		SP:Iteration 13Q (7897.610000 sec): 3 clusters
  Score: Raw -12000835.208567 + Penalty 3756.674237 = -11997078.534330
  nChanged 175
		SP:Iteration 14Q (7897.820000 sec): 3 clusters
  Score: Raw -12000974.518072 + Penalty 3756.674237 = -11997217.843835
  nChanged 84
		SP:Iteration 15Q (7898.030000 sec): 3 clusters
  Score: Raw -12001042.360200 + Penalty 3756.674237 = -11997285.685962
  nChanged 52
		SP:Iteration 16Q (7898.230000 sec): 3 clusters
  Score: Raw -12001088.515088 + Penalty 3756.674237 = -11997331.840851
  nChanged 35
		SP:Iteration 17Q (7898.430000 sec): 3 clusters
  Score: Raw -12001120.531584 + Penalty 3756.674237 = -11997363.857346
  nChanged 29
		SP:Iteration 18Q (7898.630000 sec): 3 clusters
  Score: Raw -12001146.133835 + Penalty 3756.674237 = -11997389.459597
  nChanged 23
		SP:Iteration 19Q (7898.830000 sec): 3 clusters
  Score: Raw -12001161.464013 + Penalty 3756.674237 = -11997404.789776
  nChanged 12
		SP:Iteration 20F (7899.100000 sec): 3 clusters
  Score: Raw -12001171.329180 + Penalty 3756.674237 = -11997414.654943
  nChanged 11
		SP:Iteration 21Q (7899.300000 sec): 3 clusters
  Score: Raw -12001178.933698 + Penalty 3756.674237 = -11997422.259460
  nChanged 6
		SP:Iteration 22Q (7899.500000 sec): 3 clusters
  Score: Raw -12001183.718969 + Penalty 3756.674237 = -11997427.044732
  nChanged 3
		SP:Iteration 23Q (7899.690000 sec): 3 clusters
  Score: Raw -12001186.062805 + Penalty 3756.674237 = -11997429.388568
  nChanged 5
		SP:Iteration 24Q (7899.890000 sec): 3 clusters
  Score: Raw -12001189.014229 + Penalty 3756.674237 = -11997432.339991
  nChanged 2
		SP:Iteration 25Q (7900.080000 sec): 3 clusters
  Score: Raw -12001189.486422 + Penalty 3756.674237 = -11997432.812184
  nChanged 0
		SP:Iteration 26F (7900.360000 sec): 3 clusters
  Score: Raw -12001189.486422 + Penalty 3756.674237 = -11997432.812184
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7900.440000 sec): 2 clusters
  Score: Raw -1142159.157854 + Penalty 1491.059201 = -1140668.098653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7900.470000 sec): 3 clusters
  Score: Raw -1136627.236763 + Penalty 2982.118401 = -1133645.118361
  nChanged 4193
		SP:Iteration 1F (7900.490000 sec): 3 clusters
  Score: Raw -1138837.280650 + Penalty 2982.118401 = -1135855.162248
  nChanged 615
		SP:Iteration 2F (7900.520000 sec): 3 clusters
  Score: Raw -1139093.570025 + Penalty 2982.118401 = -1136111.451624
  nChanged 469
		SP:Iteration 3Q (7900.540000 sec): 3 clusters
  Score: Raw -1139273.569417 + Penalty 2982.118401 = -1136291.451016
  nChanged 402
		SP:Iteration 4Q (7900.570000 sec): 3 clusters
  Score: Raw -1139420.051318 + Penalty 2982.118401 = -1136437.932916
  nChanged 345
		SP:Iteration 5Q (7900.590000 sec): 3 clusters
  Score: Raw -1139554.550717 + Penalty 2982.118401 = -1136572.432315
  nChanged 306
		SP:Iteration 6Q (7900.610000 sec): 3 clusters
  Score: Raw -1139684.899644 + Penalty 2982.118401 = -1136702.781243
  nChanged 284
		SP:Iteration 7Q (7900.640000 sec): 3 clusters
  Score: Raw -1139817.507513 + Penalty 2982.118401 = -1136835.389111
  nChanged 280
		SP:Iteration 8Q (7900.670000 sec): 3 clusters
  Score: Raw -1139941.479350 + Penalty 2982.118401 = -1136959.360949
  nChanged 276
		SP:Iteration 9Q (7900.690000 sec): 3 clusters
  Score: Raw -1140065.619564 + Penalty 2982.118401 = -1137083.501163
  nChanged 281
		SP:Iteration 10Q (7900.720000 sec): 3 clusters
  Score: Raw -1140198.208358 + Penalty 2982.118401 = -1137216.089956
  nChanged 314
		SP:Iteration 11Q (7900.750000 sec): 3 clusters
  Score: Raw -1140372.775973 + Penalty 2982.118401 = -1137390.657572
  nChanged 354
		SP:Iteration 12Q (7900.770000 sec): 3 clusters
  Score: Raw -1140559.815172 + Penalty 2982.118401 = -1137577.696771
  nChanged 366
		SP:Iteration 13Q (7900.790000 sec): 3 clusters
  Score: Raw -1140764.426161 + Penalty 2982.118401 = -1137782.307760
  nChanged 347
		SP:Iteration 14Q (7900.820000 sec): 3 clusters
  Score: Raw -1140957.285191 + Penalty 2982.118401 = -1137975.166790
  nChanged 346
		SP:Iteration 15Q (7900.840000 sec): 3 clusters
  Score: Raw -1141165.897685 + Penalty 2982.118401 = -1138183.779284
  nChanged 352
		SP:Iteration 16Q (7900.860000 sec): 3 clusters
  Score: Raw -1141407.392759 + Penalty 2982.118401 = -1138425.274358
  nChanged 333
		SP:Iteration 17Q (7900.890000 sec): 3 clusters
  Score: Raw -1141648.677132 + Penalty 2982.118401 = -1138666.558731
  nChanged 270
		SP:Iteration 18Q (7900.910000 sec): 3 clusters
  Score: Raw -1141855.550043 + Penalty 2982.118401 = -1138873.431642
  nChanged 191
		SP:Iteration 19Q (7900.930000 sec): 3 clusters
  Score: Raw -1141995.827231 + Penalty 2982.118401 = -1139013.708829
  nChanged 149
		SP:Iteration 20F (7900.950000 sec): 3 clusters
  Score: Raw -1142122.307810 + Penalty 2982.118401 = -1139140.189409
  nChanged 100
		SP:Iteration 21Q (7900.970000 sec): 3 clusters
  Score: Raw -1142195.159087 + Penalty 2982.118401 = -1139213.040686
  nChanged 62
		SP:Iteration 22Q (7900.990000 sec): 3 clusters
  Score: Raw -1142239.904694 + Penalty 2982.118401 = -1139257.786293
  nChanged 43
		SP:Iteration 23Q (7901.010000 sec): 3 clusters
  Score: Raw -1142270.814528 + Penalty 2982.118401 = -1139288.696126
  nChanged 36
		SP:Iteration 24Q (7901.030000 sec): 3 clusters
  Score: Raw -1142297.525952 + Penalty 2982.118401 = -1139315.407550
  nChanged 29
		SP:Iteration 25Q (7901.050000 sec): 3 clusters
  Score: Raw -1142324.463644 + Penalty 2982.118401 = -1139342.345242
  nChanged 21
		SP:Iteration 26Q (7901.070000 sec): 3 clusters
  Score: Raw -1142343.498440 + Penalty 2982.118401 = -1139361.380038
  nChanged 17
		SP:Iteration 27Q (7901.090000 sec): 3 clusters
  Score: Raw -1142360.248867 + Penalty 2982.118401 = -1139378.130465
  nChanged 15
		SP:Iteration 28Q (7901.100000 sec): 3 clusters
  Score: Raw -1142375.244348 + Penalty 2982.118401 = -1139393.125946
  nChanged 12
		SP:Iteration 29Q (7901.120000 sec): 3 clusters
  Score: Raw -1142383.550677 + Penalty 2982.118401 = -1139401.432276
  nChanged 10
		SP:Iteration 30Q (7901.140000 sec): 3 clusters
  Score: Raw -1142391.422967 + Penalty 2982.118401 = -1139409.304566
  nChanged 7
		SP:Iteration 31Q (7901.150000 sec): 3 clusters
  Score: Raw -1142397.285757 + Penalty 2982.118401 = -1139415.167356
  nChanged 7
		SP:Iteration 32Q (7901.170000 sec): 3 clusters
  Score: Raw -1142403.061649 + Penalty 2982.118401 = -1139420.943248
  nChanged 5
		SP:Iteration 33Q (7901.190000 sec): 3 clusters
  Score: Raw -1142406.310808 + Penalty 2982.118401 = -1139424.192407
  nChanged 4
		SP:Iteration 34Q (7901.210000 sec): 3 clusters
  Score: Raw -1142409.215743 + Penalty 2982.118401 = -1139427.097341
  nChanged 6
		SP:Iteration 35Q (7901.230000 sec): 3 clusters
  Score: Raw -1142414.389887 + Penalty 2982.118401 = -1139432.271485
  nChanged 2
		SP:Iteration 36Q (7901.240000 sec): 3 clusters
  Score: Raw -1142415.334869 + Penalty 2982.118401 = -1139433.216467
  nChanged 1
		SP:Iteration 37Q (7901.260000 sec): 3 clusters
  Score: Raw -1142415.777190 + Penalty 2982.118401 = -1139433.658788
  nChanged 0
		SP:Iteration 38F (7901.280000 sec): 3 clusters
  Score: Raw -1142415.777190 + Penalty 2982.118401 = -1139433.658788
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7901.310000 sec): 2 clusters
  Score: Raw -554724.735299 + Penalty 1386.751215 = -553337.984083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7901.320000 sec): 3 clusters
  Score: Raw -551993.597218 + Penalty 2773.502431 = -549220.094787
  nChanged 2111
		SP:Iteration 1F (7901.330000 sec): 3 clusters
  Score: Raw -553309.932697 + Penalty 2773.502431 = -550536.430266
  nChanged 452
		SP:Iteration 2F (7901.350000 sec): 3 clusters
  Score: Raw -553619.560825 + Penalty 2773.502431 = -550846.058395
  nChanged 337
		SP:Iteration 3F (7901.360000 sec): 3 clusters
  Score: Raw -553852.574274 + Penalty 2773.502431 = -551079.071843
  nChanged 291
		SP:Iteration 4F (7901.370000 sec): 3 clusters
  Score: Raw -554047.740596 + Penalty 2773.502431 = -551274.238166
  nChanged 245
		SP:Iteration 5Q (7901.390000 sec): 3 clusters
  Score: Raw -554216.189879 + Penalty 2773.502431 = -551442.687449
  nChanged 216
		SP:Iteration 6Q (7901.400000 sec): 3 clusters
  Score: Raw -554366.026370 + Penalty 2773.502431 = -551592.523939
  nChanged 181
		SP:Iteration 7Q (7901.410000 sec): 3 clusters
  Score: Raw -554480.426298 + Penalty 2773.502431 = -551706.923868
  nChanged 163
		SP:Iteration 8Q (7901.420000 sec): 3 clusters
  Score: Raw -554569.999306 + Penalty 2773.502431 = -551796.496876
  nChanged 135
		SP:Iteration 9Q (7901.430000 sec): 3 clusters
  Score: Raw -554641.505366 + Penalty 2773.502431 = -551868.002936
  nChanged 118
		SP:Iteration 10Q (7901.440000 sec): 3 clusters
  Score: Raw -554705.163050 + Penalty 2773.502431 = -551931.660620
  nChanged 105
		SP:Iteration 11Q (7901.450000 sec): 3 clusters
  Score: Raw -554762.667920 + Penalty 2773.502431 = -551989.165490
  nChanged 107
		SP:Iteration 12Q (7901.470000 sec): 3 clusters
  Score: Raw -554834.815843 + Penalty 2773.502431 = -552061.313413
  nChanged 100
		SP:Iteration 13Q (7901.480000 sec): 3 clusters
  Score: Raw -554905.993903 + Penalty 2773.502431 = -552132.491473
  nChanged 96
		SP:Iteration 14Q (7901.490000 sec): 3 clusters
  Score: Raw -554982.677767 + Penalty 2773.502431 = -552209.175337
  nChanged 73
		SP:Iteration 15Q (7901.500000 sec): 3 clusters
  Score: Raw -555037.696792 + Penalty 2773.502431 = -552264.194361
  nChanged 72
		SP:Iteration 16Q (7901.510000 sec): 3 clusters
  Score: Raw -555089.190305 + Penalty 2773.502431 = -552315.687875
  nChanged 50
		SP:Iteration 17Q (7901.520000 sec): 3 clusters
  Score: Raw -555121.381178 + Penalty 2773.502431 = -552347.878747
  nChanged 43
		SP:Iteration 18Q (7901.530000 sec): 3 clusters
  Score: Raw -555146.895279 + Penalty 2773.502431 = -552373.392848
  nChanged 34
		SP:Iteration 19Q (7901.540000 sec): 3 clusters
  Score: Raw -555165.900962 + Penalty 2773.502431 = -552392.398531
  nChanged 31
		SP:Iteration 20F (7901.550000 sec): 3 clusters
  Score: Raw -555183.456875 + Penalty 2773.502431 = -552409.954444
  nChanged 31
		SP:Iteration 21Q (7901.570000 sec): 3 clusters
  Score: Raw -555202.043795 + Penalty 2773.502431 = -552428.541365
  nChanged 28
		SP:Iteration 22Q (7901.570000 sec): 3 clusters
  Score: Raw -555215.635568 + Penalty 2773.502431 = -552442.133137
  nChanged 21
		SP:Iteration 23Q (7901.590000 sec): 3 clusters
  Score: Raw -555224.789646 + Penalty 2773.502431 = -552451.287215
  nChanged 13
		SP:Iteration 24Q (7901.590000 sec): 3 clusters
  Score: Raw -555231.870481 + Penalty 2773.502431 = -552458.368051
  nChanged 17
		SP:Iteration 25Q (7901.610000 sec): 3 clusters
  Score: Raw -555240.122008 + Penalty 2773.502431 = -552466.619577
  nChanged 14
		SP:Iteration 26Q (7901.620000 sec): 3 clusters
  Score: Raw -555247.676284 + Penalty 2773.502431 = -552474.173854
  nChanged 15
		SP:Iteration 27Q (7901.630000 sec): 3 clusters
  Score: Raw -555254.848981 + Penalty 2773.502431 = -552481.346550
  nChanged 12
		SP:Iteration 28Q (7901.640000 sec): 3 clusters
  Score: Raw -555262.340718 + Penalty 2773.502431 = -552488.838288
  nChanged 12
		SP:Iteration 29Q (7901.660000 sec): 3 clusters
  Score: Raw -555271.350432 + Penalty 2773.502431 = -552497.848002
  nChanged 15
		SP:Iteration 30Q (7901.660000 sec): 3 clusters
  Score: Raw -555280.003519 + Penalty 2773.502431 = -552506.501089
  nChanged 20
		SP:Iteration 31Q (7901.680000 sec): 3 clusters
  Score: Raw -555291.490807 + Penalty 2773.502431 = -552517.988377
  nChanged 12
		SP:Iteration 32Q (7901.680000 sec): 3 clusters
  Score: Raw -555297.537841 + Penalty 2773.502431 = -552524.035411
  nChanged 7
		SP:Iteration 33Q (7901.700000 sec): 3 clusters
  Score: Raw -555300.692582 + Penalty 2773.502431 = -552527.190151
  nChanged 11
		SP:Iteration 34Q (7901.700000 sec): 3 clusters
  Score: Raw -555306.723218 + Penalty 2773.502431 = -552533.220787
  nChanged 7
		SP:Iteration 35Q (7901.720000 sec): 3 clusters
  Score: Raw -555310.102915 + Penalty 2773.502431 = -552536.600485
  nChanged 3
		SP:Iteration 36Q (7901.720000 sec): 3 clusters
  Score: Raw -555311.406680 + Penalty 2773.502431 = -552537.904250
  nChanged 0
		SP:Iteration 37F (7901.740000 sec): 3 clusters
  Score: Raw -555311.406680 + Penalty 2773.502431 = -552537.904250
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7901.740000 sec): 2 clusters
  Score: Raw -22179.991576 + Penalty 884.392878 = -21295.598698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7901.750000 sec): 3 clusters
  Score: Raw -22361.551201 + Penalty 1768.785756 = -20592.765445
  nChanged 45
		SP:Iteration 1F (7901.750000 sec): 3 clusters
  Score: Raw -22506.915436 + Penalty 1768.785756 = -20738.129681
  nChanged 19
		SP:Iteration 2F (7901.750000 sec): 3 clusters
  Score: Raw -22593.418892 + Penalty 1768.785756 = -20824.633136
  nChanged 6
		SP:Iteration 3Q (7901.750000 sec): 3 clusters
  Score: Raw -22621.029454 + Penalty 1768.785756 = -20852.243698
  nChanged 2
		SP:Iteration 4Q (7901.750000 sec): 3 clusters
  Score: Raw -22636.216723 + Penalty 1768.785756 = -20867.430967
  nChanged 1
		SP:Iteration 5Q (7901.750000 sec): 3 clusters
  Score: Raw -22640.716024 + Penalty 1768.785756 = -20871.930268
  nChanged 0
		SP:Iteration 6F (7901.760000 sec): 3 clusters
  Score: Raw -22640.716024 + Penalty 1768.785756 = -20871.930268
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (89002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7902.060000 sec): 2 clusters
  Score: Raw -10394751.198702 + Penalty 1851.917295 = -10392899.281408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7902.300000 sec): 3 clusters
  Score: Raw -10337025.192409 + Penalty 3703.834589 = -10333321.357820
  nChanged 42474
		SP:Iteration 1F (7902.540000 sec): 3 clusters
  Score: Raw -10361788.726419 + Penalty 3703.834589 = -10358084.891830
  nChanged 3163
		SP:Iteration 2Q (7902.780000 sec): 3 clusters
  Score: Raw -10362684.431690 + Penalty 3703.834589 = -10358980.597101
  nChanged 3529
		SP:Iteration 3Q (7903.020000 sec): 3 clusters
  Score: Raw -10363901.598844 + Penalty 3703.834589 = -10360197.764255
  nChanged 4048
		SP:Iteration 4Q (7903.260000 sec): 3 clusters
  Score: Raw -10365601.694366 + Penalty 3703.834589 = -10361897.859777
  nChanged 4828
		SP:Iteration 5F (7903.500000 sec): 3 clusters
  Score: Raw -10367974.881547 + Penalty 3703.834589 = -10364271.046958
  nChanged 5453
		SP:Iteration 6F (7903.740000 sec): 3 clusters
  Score: Raw -10371245.260621 + Penalty 3703.834589 = -10367541.426032
  nChanged 5871
		SP:Iteration 7F (7903.980000 sec): 3 clusters
  Score: Raw -10375586.540460 + Penalty 3703.834589 = -10371882.705871
  nChanged 5916
		SP:Iteration 8F (7904.210000 sec): 3 clusters
  Score: Raw -10380749.436441 + Penalty 3703.834589 = -10377045.601852
  nChanged 5065
		SP:Iteration 9F (7904.450000 sec): 3 clusters
  Score: Raw -10385147.177593 + Penalty 3703.834589 = -10381443.343004
  nChanged 3648
		SP:Iteration 10Q (7904.680000 sec): 3 clusters
  Score: Raw -10387875.871696 + Penalty 3703.834589 = -10384172.037107
  nChanged 2615
		SP:Iteration 11Q (7904.900000 sec): 3 clusters
  Score: Raw -10389500.173098 + Penalty 3703.834589 = -10385796.338509
  nChanged 2008
		SP:Iteration 12Q (7905.120000 sec): 3 clusters
  Score: Raw -10390629.794462 + Penalty 3703.834589 = -10386925.959873
  nChanged 1711
		SP:Iteration 13Q (7905.320000 sec): 3 clusters
  Score: Raw -10391500.339334 + Penalty 3703.834589 = -10387796.504745
  nChanged 1475
		SP:Iteration 14Q (7905.530000 sec): 3 clusters
  Score: Raw -10392250.121400 + Penalty 3703.834589 = -10388546.286811
  nChanged 1343
		SP:Iteration 15Q (7905.720000 sec): 3 clusters
  Score: Raw -10392952.186751 + Penalty 3703.834589 = -10389248.352161
  nChanged 1225
		SP:Iteration 16Q (7905.920000 sec): 3 clusters
  Score: Raw -10393606.094635 + Penalty 3703.834589 = -10389902.260045
  nChanged 1043
		SP:Iteration 17Q (7906.110000 sec): 3 clusters
  Score: Raw -10394189.281503 + Penalty 3703.834589 = -10390485.446914
  nChanged 906
		SP:Iteration 18Q (7906.300000 sec): 3 clusters
  Score: Raw -10394715.565024 + Penalty 3703.834589 = -10391011.730434
  nChanged 720
		SP:Iteration 19Q (7906.480000 sec): 3 clusters
  Score: Raw -10395136.400912 + Penalty 3703.834589 = -10391432.566323
  nChanged 565
		SP:Iteration 20F (7906.720000 sec): 3 clusters
  Score: Raw -10395469.235652 + Penalty 3703.834589 = -10391765.401063
  nChanged 412
		SP:Iteration 21Q (7906.900000 sec): 3 clusters
  Score: Raw -10395721.306508 + Penalty 3703.834589 = -10392017.471918
  nChanged 341
		SP:Iteration 22Q (7907.080000 sec): 3 clusters
  Score: Raw -10395943.276532 + Penalty 3703.834589 = -10392239.441943
  nChanged 298
		SP:Iteration 23Q (7907.250000 sec): 3 clusters
  Score: Raw -10396118.250770 + Penalty 3703.834589 = -10392414.416181
  nChanged 219
		SP:Iteration 24Q (7907.420000 sec): 3 clusters
  Score: Raw -10396233.739677 + Penalty 3703.834589 = -10392529.905088
  nChanged 149
		SP:Iteration 25Q (7907.590000 sec): 3 clusters
  Score: Raw -10396283.624993 + Penalty 3703.834589 = -10392579.790404
  nChanged 103
		SP:Iteration 26Q (7907.760000 sec): 3 clusters
  Score: Raw -10396315.469674 + Penalty 3703.834589 = -10392611.635085
  nChanged 82
		SP:Iteration 27Q (7907.940000 sec): 3 clusters
  Score: Raw -10396341.095966 + Penalty 3703.834589 = -10392637.261377
  nChanged 66
		SP:Iteration 28Q (7908.100000 sec): 3 clusters
  Score: Raw -10396359.053088 + Penalty 3703.834589 = -10392655.218499
  nChanged 59
		SP:Iteration 29Q (7908.270000 sec): 3 clusters
  Score: Raw -10396372.845948 + Penalty 3703.834589 = -10392669.011359
  nChanged 50
		SP:Iteration 30Q (7908.440000 sec): 3 clusters
  Score: Raw -10396382.245223 + Penalty 3703.834589 = -10392678.410634
  nChanged 36
		SP:Iteration 31Q (7908.610000 sec): 3 clusters
  Score: Raw -10396390.222303 + Penalty 3703.834589 = -10392686.387713
  nChanged 32
		SP:Iteration 32Q (7908.800000 sec): 3 clusters
  Score: Raw -10396396.340659 + Penalty 3703.834589 = -10392692.506069
  nChanged 24
		SP:Iteration 33Q (7908.970000 sec): 3 clusters
  Score: Raw -10396400.599161 + Penalty 3703.834589 = -10392696.764572
  nChanged 16
		SP:Iteration 34Q (7909.140000 sec): 3 clusters
  Score: Raw -10396403.104446 + Penalty 3703.834589 = -10392699.269857
  nChanged 12
		SP:Iteration 35Q (7909.310000 sec): 3 clusters
  Score: Raw -10396405.131461 + Penalty 3703.834589 = -10392701.296871
  nChanged 11
		SP:Iteration 36Q (7909.480000 sec): 3 clusters
  Score: Raw -10396407.273700 + Penalty 3703.834589 = -10392703.439111
  nChanged 10
		SP:Iteration 37Q (7909.650000 sec): 3 clusters
  Score: Raw -10396408.691203 + Penalty 3703.834589 = -10392704.856614
  nChanged 4
		SP:Iteration 38Q (7909.820000 sec): 3 clusters
  Score: Raw -10396409.209434 + Penalty 3703.834589 = -10392705.374845
  nChanged 5
		SP:Iteration 39Q (7909.980000 sec): 3 clusters
  Score: Raw -10396410.040279 + Penalty 3703.834589 = -10392706.205690
  nChanged 4
		SP:Iteration 40F (7910.220000 sec): 3 clusters
  Score: Raw -10396410.654152 + Penalty 3703.834589 = -10392706.819563
  nChanged 2
		SP:Iteration 41Q (7910.390000 sec): 3 clusters
  Score: Raw -10396410.807629 + Penalty 3703.834589 = -10392706.973040
  nChanged 2
		SP:Iteration 42Q (7910.560000 sec): 3 clusters
  Score: Raw -10396410.982992 + Penalty 3703.834589 = -10392707.148403
  nChanged 2
		SP:Iteration 43Q (7910.730000 sec): 3 clusters
  Score: Raw -10396411.319768 + Penalty 3703.834589 = -10392707.485179
  nChanged 5
		SP:Iteration 44Q (7910.900000 sec): 3 clusters
  Score: Raw -10396412.199801 + Penalty 3703.834589 = -10392708.365211
  nChanged 7
		SP:Iteration 45Q (7911.070000 sec): 3 clusters
  Score: Raw -10396413.085143 + Penalty 3703.834589 = -10392709.250554
  nChanged 9
		SP:Iteration 46Q (7911.240000 sec): 3 clusters
  Score: Raw -10396414.431340 + Penalty 3703.834589 = -10392710.596751
  nChanged 8
		SP:Iteration 47Q (7911.410000 sec): 3 clusters
  Score: Raw -10396415.354913 + Penalty 3703.834589 = -10392711.520323
  nChanged 5
		SP:Iteration 48Q (7911.580000 sec): 3 clusters
  Score: Raw -10396416.190487 + Penalty 3703.834589 = -10392712.355898
  nChanged 7
		SP:Iteration 49Q (7911.750000 sec): 3 clusters
  Score: Raw -10396417.443932 + Penalty 3703.834589 = -10392713.609343
  nChanged 3
		SP:Iteration 50Q (7911.930000 sec): 3 clusters
  Score: Raw -10396417.800010 + Penalty 3703.834589 = -10392713.965421
  nChanged 2
		SP:Iteration 51Q (7912.100000 sec): 3 clusters
  Score: Raw -10396418.113789 + Penalty 3703.834589 = -10392714.279200
  nChanged 1
		SP:Iteration 52Q (7912.280000 sec): 3 clusters
  Score: Raw -10396418.197965 + Penalty 3703.834589 = -10392714.363376
  nChanged 0
		SP:Iteration 53F (7912.510000 sec): 3 clusters
  Score: Raw -10396418.197965 + Penalty 3703.834589 = -10392714.363376
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7912.570000 sec): 2 clusters
  Score: Raw -300821.162465 + Penalty 1288.833774 = -299532.328692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7912.580000 sec): 3 clusters
  Score: Raw -299526.557528 + Penalty 2577.667547 = -296948.889980
  nChanged 1032
		SP:Iteration 1F (7912.590000 sec): 3 clusters
  Score: Raw -300208.274796 + Penalty 2577.667547 = -297630.607248
  nChanged 237
		SP:Iteration 2F (7912.600000 sec): 3 clusters
  Score: Raw -300371.711393 + Penalty 2577.667547 = -297794.043846
  nChanged 141
		SP:Iteration 3F (7912.600000 sec): 3 clusters
  Score: Raw -300464.717300 + Penalty 2577.667547 = -297887.049752
  nChanged 105
		SP:Iteration 4Q (7912.610000 sec): 3 clusters
  Score: Raw -300540.327613 + Penalty 2577.667547 = -297962.660066
  nChanged 97
		SP:Iteration 5Q (7912.620000 sec): 3 clusters
  Score: Raw -300623.191491 + Penalty 2577.667547 = -298045.523944
  nChanged 86
		SP:Iteration 6Q (7912.620000 sec): 3 clusters
  Score: Raw -300685.332677 + Penalty 2577.667547 = -298107.665129
  nChanged 81
		SP:Iteration 7Q (7912.630000 sec): 3 clusters
  Score: Raw -300742.761220 + Penalty 2577.667547 = -298165.093673
  nChanged 81
		SP:Iteration 8Q (7912.640000 sec): 3 clusters
  Score: Raw -300814.051220 + Penalty 2577.667547 = -298236.383673
  nChanged 88
		SP:Iteration 9Q (7912.640000 sec): 3 clusters
  Score: Raw -300877.610469 + Penalty 2577.667547 = -298299.942922
  nChanged 70
		SP:Iteration 10Q (7912.650000 sec): 3 clusters
  Score: Raw -300927.603311 + Penalty 2577.667547 = -298349.935764
  nChanged 62
		SP:Iteration 11Q (7912.660000 sec): 3 clusters
  Score: Raw -300980.115769 + Penalty 2577.667547 = -298402.448222
  nChanged 71
		SP:Iteration 12Q (7912.660000 sec): 3 clusters
  Score: Raw -301047.112721 + Penalty 2577.667547 = -298469.445174
  nChanged 73
		SP:Iteration 13Q (7912.670000 sec): 3 clusters
  Score: Raw -301102.506392 + Penalty 2577.667547 = -298524.838844
  nChanged 68
		SP:Iteration 14Q (7912.680000 sec): 3 clusters
  Score: Raw -301155.024313 + Penalty 2577.667547 = -298577.356766
  nChanged 55
		SP:Iteration 15Q (7912.680000 sec): 3 clusters
  Score: Raw -301199.927957 + Penalty 2577.667547 = -298622.260409
  nChanged 56
		SP:Iteration 16Q (7912.690000 sec): 3 clusters
  Score: Raw -301235.066354 + Penalty 2577.667547 = -298657.398807
  nChanged 38
		SP:Iteration 17Q (7912.700000 sec): 3 clusters
  Score: Raw -301256.146056 + Penalty 2577.667547 = -298678.478509
  nChanged 25
		SP:Iteration 18Q (7912.700000 sec): 3 clusters
  Score: Raw -301276.958623 + Penalty 2577.667547 = -298699.291075
  nChanged 37
		SP:Iteration 19Q (7912.710000 sec): 3 clusters
  Score: Raw -301304.217961 + Penalty 2577.667547 = -298726.550414
  nChanged 34
		SP:Iteration 20F (7912.720000 sec): 3 clusters
  Score: Raw -301325.757050 + Penalty 2577.667547 = -298748.089502
  nChanged 25
		SP:Iteration 21Q (7912.720000 sec): 3 clusters
  Score: Raw -301340.055416 + Penalty 2577.667547 = -298762.387868
  nChanged 18
		SP:Iteration 22Q (7912.730000 sec): 3 clusters
  Score: Raw -301351.007610 + Penalty 2577.667547 = -298773.340063
  nChanged 15
		SP:Iteration 23Q (7912.740000 sec): 3 clusters
  Score: Raw -301360.139209 + Penalty 2577.667547 = -298782.471662
  nChanged 14
		SP:Iteration 24Q (7912.740000 sec): 3 clusters
  Score: Raw -301368.206943 + Penalty 2577.667547 = -298790.539396
  nChanged 13
		SP:Iteration 25Q (7912.750000 sec): 3 clusters
  Score: Raw -301374.152247 + Penalty 2577.667547 = -298796.484700
  nChanged 10
		SP:Iteration 26Q (7912.750000 sec): 3 clusters
  Score: Raw -301377.690125 + Penalty 2577.667547 = -298800.022577
  nChanged 8
		SP:Iteration 27Q (7912.760000 sec): 3 clusters
  Score: Raw -301380.188117 + Penalty 2577.667547 = -298802.520569
  nChanged 6
		SP:Iteration 28Q (7912.760000 sec): 3 clusters
  Score: Raw -301382.708997 + Penalty 2577.667547 = -298805.041450
  nChanged 7
		SP:Iteration 29Q (7912.770000 sec): 3 clusters
  Score: Raw -301385.120257 + Penalty 2577.667547 = -298807.452710
  nChanged 6
		SP:Iteration 30Q (7912.780000 sec): 3 clusters
  Score: Raw -301387.153028 + Penalty 2577.667547 = -298809.485480
  nChanged 4
		SP:Iteration 31Q (7912.780000 sec): 3 clusters
  Score: Raw -301388.342145 + Penalty 2577.667547 = -298810.674597
  nChanged 0
		SP:Iteration 32F (7912.790000 sec): 3 clusters
  Score: Raw -301388.342145 + Penalty 2577.667547 = -298810.674597
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7912.870000 sec): 2 clusters
  Score: Raw -1344698.380939 + Penalty 1521.371902 = -1343177.009037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7912.900000 sec): 3 clusters
  Score: Raw -1338051.261471 + Penalty 3042.743804 = -1335008.517667
  nChanged 5112
		SP:Iteration 1F (7912.930000 sec): 3 clusters
  Score: Raw -1340720.244608 + Penalty 3042.743804 = -1337677.500804
  nChanged 605
		SP:Iteration 2F (7912.960000 sec): 3 clusters
  Score: Raw -1340958.769636 + Penalty 3042.743804 = -1337916.025832
  nChanged 533
		SP:Iteration 3Q (7912.990000 sec): 3 clusters
  Score: Raw -1341177.346671 + Penalty 3042.743804 = -1338134.602867
  nChanged 490
		SP:Iteration 4Q (7913.020000 sec): 3 clusters
  Score: Raw -1341372.639812 + Penalty 3042.743804 = -1338329.896007
  nChanged 425
		SP:Iteration 5Q (7913.050000 sec): 3 clusters
  Score: Raw -1341529.590425 + Penalty 3042.743804 = -1338486.846621
  nChanged 400
		SP:Iteration 6Q (7913.080000 sec): 3 clusters
  Score: Raw -1341672.999267 + Penalty 3042.743804 = -1338630.255463
  nChanged 420
		SP:Iteration 7Q (7913.110000 sec): 3 clusters
  Score: Raw -1341841.698393 + Penalty 3042.743804 = -1338798.954589
  nChanged 434
		SP:Iteration 8Q (7913.140000 sec): 3 clusters
  Score: Raw -1342039.584209 + Penalty 3042.743804 = -1338996.840405
  nChanged 462
		SP:Iteration 9Q (7913.170000 sec): 3 clusters
  Score: Raw -1342266.679889 + Penalty 3042.743804 = -1339223.936085
  nChanged 503
		SP:Iteration 10Q (7913.200000 sec): 3 clusters
  Score: Raw -1342558.037581 + Penalty 3042.743804 = -1339515.293777
  nChanged 568
		SP:Iteration 11Q (7913.230000 sec): 3 clusters
  Score: Raw -1342928.464554 + Penalty 3042.743804 = -1339885.720750
  nChanged 572
		SP:Iteration 12Q (7913.260000 sec): 3 clusters
  Score: Raw -1343309.523947 + Penalty 3042.743804 = -1340266.780143
  nChanged 514
		SP:Iteration 13Q (7913.280000 sec): 3 clusters
  Score: Raw -1343694.309928 + Penalty 3042.743804 = -1340651.566124
  nChanged 456
		SP:Iteration 14Q (7913.310000 sec): 3 clusters
  Score: Raw -1344034.510967 + Penalty 3042.743804 = -1340991.767163
  nChanged 336
		SP:Iteration 15Q (7913.340000 sec): 3 clusters
  Score: Raw -1344308.806668 + Penalty 3042.743804 = -1341266.062864
  nChanged 313
		SP:Iteration 16Q (7913.370000 sec): 3 clusters
  Score: Raw -1344602.211064 + Penalty 3042.743804 = -1341559.467260
  nChanged 279
		SP:Iteration 17Q (7913.400000 sec): 3 clusters
  Score: Raw -1344852.862008 + Penalty 3042.743804 = -1341810.118204
  nChanged 226
		SP:Iteration 18Q (7913.420000 sec): 3 clusters
  Score: Raw -1345076.694689 + Penalty 3042.743804 = -1342033.950885
  nChanged 193
		SP:Iteration 19Q (7913.450000 sec): 3 clusters
  Score: Raw -1345317.815527 + Penalty 3042.743804 = -1342275.071723
  nChanged 155
		SP:Iteration 20F (7913.480000 sec): 3 clusters
  Score: Raw -1345488.164623 + Penalty 3042.743804 = -1342445.420819
  nChanged 137
		SP:Iteration 21Q (7913.510000 sec): 3 clusters
  Score: Raw -1345579.189695 + Penalty 3042.743804 = -1342536.445891
  nChanged 85
		SP:Iteration 22Q (7913.540000 sec): 3 clusters
  Score: Raw -1345613.682119 + Penalty 3042.743804 = -1342570.938315
  nChanged 56
		SP:Iteration 23Q (7913.560000 sec): 3 clusters
  Score: Raw -1345631.467469 + Penalty 3042.743804 = -1342588.723665
  nChanged 35
		SP:Iteration 24Q (7913.590000 sec): 3 clusters
  Score: Raw -1345639.804561 + Penalty 3042.743804 = -1342597.060757
  nChanged 20
		SP:Iteration 25Q (7913.610000 sec): 3 clusters
  Score: Raw -1345644.011502 + Penalty 3042.743804 = -1342601.267698
  nChanged 11
		SP:Iteration 26Q (7913.640000 sec): 3 clusters
  Score: Raw -1345647.165626 + Penalty 3042.743804 = -1342604.421821
  nChanged 12
		SP:Iteration 27Q (7913.660000 sec): 3 clusters
  Score: Raw -1345648.907199 + Penalty 3042.743804 = -1342606.163395
  nChanged 12
		SP:Iteration 28Q (7913.690000 sec): 3 clusters
  Score: Raw -1345651.594060 + Penalty 3042.743804 = -1342608.850255
  nChanged 12
		SP:Iteration 29Q (7913.710000 sec): 3 clusters
  Score: Raw -1345653.967304 + Penalty 3042.743804 = -1342611.223500
  nChanged 8
		SP:Iteration 30Q (7913.740000 sec): 3 clusters
  Score: Raw -1345655.146412 + Penalty 3042.743804 = -1342612.402608
  nChanged 5
		SP:Iteration 31Q (7913.770000 sec): 3 clusters
  Score: Raw -1345655.890365 + Penalty 3042.743804 = -1342613.146561
  nChanged 3
		SP:Iteration 32Q (7913.790000 sec): 3 clusters
  Score: Raw -1345656.344747 + Penalty 3042.743804 = -1342613.600943
  nChanged 5
		SP:Iteration 33Q (7913.810000 sec): 3 clusters
  Score: Raw -1345657.044643 + Penalty 3042.743804 = -1342614.300839
  nChanged 3
		SP:Iteration 34Q (7913.840000 sec): 3 clusters
  Score: Raw -1345657.682014 + Penalty 3042.743804 = -1342614.938210
  nChanged 4
		SP:Iteration 35Q (7913.860000 sec): 3 clusters
  Score: Raw -1345658.152915 + Penalty 3042.743804 = -1342615.409111
  nChanged 5
		SP:Iteration 36Q (7913.890000 sec): 3 clusters
  Score: Raw -1345659.059769 + Penalty 3042.743804 = -1342616.315965
  nChanged 3
		SP:Iteration 37Q (7913.910000 sec): 3 clusters
  Score: Raw -1345659.318618 + Penalty 3042.743804 = -1342616.574814
  nChanged 0
		SP:Iteration 38F (7913.940000 sec): 3 clusters
  Score: Raw -1345659.318618 + Penalty 3042.743804 = -1342616.574814
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7913.970000 sec): 2 clusters
  Score: Raw -492758.381036 + Penalty 1369.821797 = -491388.559240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7913.980000 sec): 3 clusters
  Score: Raw -490437.455793 + Penalty 2739.643593 = -487697.812200
  nChanged 1834
		SP:Iteration 1F (7913.990000 sec): 3 clusters
  Score: Raw -491598.532113 + Penalty 2739.643593 = -488858.888520
  nChanged 411
		SP:Iteration 2F (7914.000000 sec): 3 clusters
  Score: Raw -491938.281580 + Penalty 2739.643593 = -489198.637987
  nChanged 340
		SP:Iteration 3F (7914.010000 sec): 3 clusters
  Score: Raw -492212.002273 + Penalty 2739.643593 = -489472.358680
  nChanged 271
		SP:Iteration 4F (7914.020000 sec): 3 clusters
  Score: Raw -492411.298613 + Penalty 2739.643593 = -489671.655020
  nChanged 233
		SP:Iteration 5F (7914.040000 sec): 3 clusters
  Score: Raw -492592.342326 + Penalty 2739.643593 = -489852.698733
  nChanged 198
		SP:Iteration 6Q (7914.050000 sec): 3 clusters
  Score: Raw -492740.632955 + Penalty 2739.643593 = -490000.989362
  nChanged 173
		SP:Iteration 7Q (7914.060000 sec): 3 clusters
  Score: Raw -492870.145059 + Penalty 2739.643593 = -490130.501466
  nChanged 133
		SP:Iteration 8Q (7914.070000 sec): 3 clusters
  Score: Raw -492962.381122 + Penalty 2739.643593 = -490222.737529
  nChanged 108
		SP:Iteration 9Q (7914.080000 sec): 3 clusters
  Score: Raw -493025.472359 + Penalty 2739.643593 = -490285.828766
  nChanged 91
		SP:Iteration 10Q (7914.090000 sec): 3 clusters
  Score: Raw -493078.808608 + Penalty 2739.643593 = -490339.165015
  nChanged 72
		SP:Iteration 11Q (7914.110000 sec): 3 clusters
  Score: Raw -493130.305420 + Penalty 2739.643593 = -490390.661827
  nChanged 67
		SP:Iteration 12Q (7914.110000 sec): 3 clusters
  Score: Raw -493182.682337 + Penalty 2739.643593 = -490443.038744
  nChanged 74
		SP:Iteration 13Q (7914.130000 sec): 3 clusters
  Score: Raw -493247.221236 + Penalty 2739.643593 = -490507.577643
  nChanged 64
		SP:Iteration 14Q (7914.140000 sec): 3 clusters
  Score: Raw -493299.105243 + Penalty 2739.643593 = -490559.461650
  nChanged 65
		SP:Iteration 15Q (7914.150000 sec): 3 clusters
  Score: Raw -493349.528931 + Penalty 2739.643593 = -490609.885338
  nChanged 61
		SP:Iteration 16Q (7914.160000 sec): 3 clusters
  Score: Raw -493404.404427 + Penalty 2739.643593 = -490664.760834
  nChanged 70
		SP:Iteration 17Q (7914.170000 sec): 3 clusters
  Score: Raw -493461.474486 + Penalty 2739.643593 = -490721.830893
  nChanged 57
		SP:Iteration 18Q (7914.190000 sec): 3 clusters
  Score: Raw -493505.478531 + Penalty 2739.643593 = -490765.834938
  nChanged 57
		SP:Iteration 19Q (7914.190000 sec): 3 clusters
  Score: Raw -493555.848222 + Penalty 2739.643593 = -490816.204629
  nChanged 55
		SP:Iteration 20F (7914.210000 sec): 3 clusters
  Score: Raw -493608.087561 + Penalty 2739.643593 = -490868.443968
  nChanged 49
		SP:Iteration 21Q (7914.210000 sec): 3 clusters
  Score: Raw -493661.511642 + Penalty 2739.643593 = -490921.868049
  nChanged 41
		SP:Iteration 22Q (7914.230000 sec): 3 clusters
  Score: Raw -493699.366225 + Penalty 2739.643593 = -490959.722632
  nChanged 37
		SP:Iteration 23Q (7914.230000 sec): 3 clusters
  Score: Raw -493737.802894 + Penalty 2739.643593 = -490998.159301
  nChanged 30
		SP:Iteration 24Q (7914.240000 sec): 3 clusters
  Score: Raw -493754.938373 + Penalty 2739.643593 = -491015.294780
  nChanged 22
		SP:Iteration 25Q (7914.250000 sec): 3 clusters
  Score: Raw -493764.645043 + Penalty 2739.643593 = -491025.001450
  nChanged 14
		SP:Iteration 26Q (7914.260000 sec): 3 clusters
  Score: Raw -493772.502997 + Penalty 2739.643593 = -491032.859404
  nChanged 15
		SP:Iteration 27Q (7914.270000 sec): 3 clusters
  Score: Raw -493780.469703 + Penalty 2739.643593 = -491040.826110
  nChanged 10
		SP:Iteration 28Q (7914.280000 sec): 3 clusters
  Score: Raw -493785.399662 + Penalty 2739.643593 = -491045.756069
  nChanged 7
		SP:Iteration 29Q (7914.290000 sec): 3 clusters
  Score: Raw -493787.131447 + Penalty 2739.643593 = -491047.487854
  nChanged 2
		SP:Iteration 30Q (7914.300000 sec): 3 clusters
  Score: Raw -493787.478449 + Penalty 2739.643593 = -491047.834856
  nChanged 4
		SP:Iteration 31Q (7914.310000 sec): 3 clusters
  Score: Raw -493788.199666 + Penalty 2739.643593 = -491048.556073
  nChanged 2
		SP:Iteration 32Q (7914.320000 sec): 3 clusters
  Score: Raw -493788.707680 + Penalty 2739.643593 = -491049.064087
  nChanged 0
		SP:Iteration 33F (7914.330000 sec): 3 clusters
  Score: Raw -493788.707680 + Penalty 2739.643593 = -491049.064087
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7914.400000 sec): 2 clusters
  Score: Raw -2038055.606683 + Penalty 1591.698356 = -2036463.908328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7914.440000 sec): 3 clusters
  Score: Raw -2027204.345631 + Penalty 3183.396711 = -2024020.948920
  nChanged 8124
		SP:Iteration 1F (7914.490000 sec): 3 clusters
  Score: Raw -2031753.042425 + Penalty 3183.396711 = -2028569.645714
  nChanged 1176
		SP:Iteration 2F (7914.540000 sec): 3 clusters
  Score: Raw -2032510.224911 + Penalty 3183.396711 = -2029326.828200
  nChanged 1316
		SP:Iteration 3F (7914.580000 sec): 3 clusters
  Score: Raw -2033483.456384 + Penalty 3183.396711 = -2030300.059673
  nChanged 1426
		SP:Iteration 4F (7914.630000 sec): 3 clusters
  Score: Raw -2034536.352366 + Penalty 3183.396711 = -2031352.955655
  nChanged 1401
		SP:Iteration 5F (7914.680000 sec): 3 clusters
  Score: Raw -2035429.723698 + Penalty 3183.396711 = -2032246.326987
  nChanged 1169
		SP:Iteration 6F (7914.730000 sec): 3 clusters
  Score: Raw -2036113.025320 + Penalty 3183.396711 = -2032929.628609
  nChanged 909
		SP:Iteration 7F (7914.780000 sec): 3 clusters
  Score: Raw -2036609.183601 + Penalty 3183.396711 = -2033425.786890
  nChanged 758
		SP:Iteration 8Q (7914.830000 sec): 3 clusters
  Score: Raw -2036985.960551 + Penalty 3183.396711 = -2033802.563840
  nChanged 605
		SP:Iteration 9Q (7914.870000 sec): 3 clusters
  Score: Raw -2037256.611041 + Penalty 3183.396711 = -2034073.214329
  nChanged 519
		SP:Iteration 10Q (7914.920000 sec): 3 clusters
  Score: Raw -2037493.202348 + Penalty 3183.396711 = -2034309.805636
  nChanged 487
		SP:Iteration 11Q (7914.970000 sec): 3 clusters
  Score: Raw -2037723.899900 + Penalty 3183.396711 = -2034540.503189
  nChanged 470
		SP:Iteration 12Q (7915.020000 sec): 3 clusters
  Score: Raw -2037969.307765 + Penalty 3183.396711 = -2034785.911054
  nChanged 443
		SP:Iteration 13Q (7915.070000 sec): 3 clusters
  Score: Raw -2038208.513245 + Penalty 3183.396711 = -2035025.116534
  nChanged 372
		SP:Iteration 14Q (7915.120000 sec): 3 clusters
  Score: Raw -2038409.998645 + Penalty 3183.396711 = -2035226.601934
  nChanged 320
		SP:Iteration 15Q (7915.160000 sec): 3 clusters
  Score: Raw -2038580.472732 + Penalty 3183.396711 = -2035397.076021
  nChanged 282
		SP:Iteration 16Q (7915.210000 sec): 3 clusters
  Score: Raw -2038739.118996 + Penalty 3183.396711 = -2035555.722284
  nChanged 229
		SP:Iteration 17Q (7915.260000 sec): 3 clusters
  Score: Raw -2038854.431267 + Penalty 3183.396711 = -2035671.034556
  nChanged 180
		SP:Iteration 18Q (7915.300000 sec): 3 clusters
  Score: Raw -2038940.683889 + Penalty 3183.396711 = -2035757.287178
  nChanged 149
		SP:Iteration 19Q (7915.350000 sec): 3 clusters
  Score: Raw -2039008.153968 + Penalty 3183.396711 = -2035824.757257
  nChanged 106
		SP:Iteration 20F (7915.400000 sec): 3 clusters
  Score: Raw -2039044.705406 + Penalty 3183.396711 = -2035861.308695
  nChanged 80
		SP:Iteration 21Q (7915.440000 sec): 3 clusters
  Score: Raw -2039069.615843 + Penalty 3183.396711 = -2035886.219132
  nChanged 71
		SP:Iteration 22Q (7915.500000 sec): 3 clusters
  Score: Raw -2039088.908438 + Penalty 3183.396711 = -2035905.511727
  nChanged 50
		SP:Iteration 23Q (7915.560000 sec): 3 clusters
  Score: Raw -2039102.893251 + Penalty 3183.396711 = -2035919.496540
  nChanged 42
		SP:Iteration 24Q (7915.610000 sec): 3 clusters
  Score: Raw -2039112.290927 + Penalty 3183.396711 = -2035928.894216
  nChanged 24
		SP:Iteration 25Q (7915.660000 sec): 3 clusters
  Score: Raw -2039117.280944 + Penalty 3183.396711 = -2035933.884233
  nChanged 22
		SP:Iteration 26Q (7915.720000 sec): 3 clusters
  Score: Raw -2039121.409703 + Penalty 3183.396711 = -2035938.012991
  nChanged 16
		SP:Iteration 27Q (7915.770000 sec): 3 clusters
  Score: Raw -2039124.988499 + Penalty 3183.396711 = -2035941.591788
  nChanged 18
		SP:Iteration 28Q (7915.830000 sec): 3 clusters
  Score: Raw -2039128.981070 + Penalty 3183.396711 = -2035945.584359
  nChanged 17
		SP:Iteration 29Q (7915.890000 sec): 3 clusters
  Score: Raw -2039132.290073 + Penalty 3183.396711 = -2035948.893362
  nChanged 14
		SP:Iteration 30Q (7915.940000 sec): 3 clusters
  Score: Raw -2039135.104278 + Penalty 3183.396711 = -2035951.707566
  nChanged 10
		SP:Iteration 31Q (7915.980000 sec): 3 clusters
  Score: Raw -2039137.328358 + Penalty 3183.396711 = -2035953.931646
  nChanged 14
		SP:Iteration 32Q (7916.030000 sec): 3 clusters
  Score: Raw -2039140.253503 + Penalty 3183.396711 = -2035956.856792
  nChanged 9
		SP:Iteration 33Q (7916.070000 sec): 3 clusters
  Score: Raw -2039141.940706 + Penalty 3183.396711 = -2035958.543995
  nChanged 6
		SP:Iteration 34Q (7916.120000 sec): 3 clusters
  Score: Raw -2039143.063613 + Penalty 3183.396711 = -2035959.666902
  nChanged 4
		SP:Iteration 35Q (7916.160000 sec): 3 clusters
  Score: Raw -2039143.505966 + Penalty 3183.396711 = -2035960.109255
  nChanged 2
		SP:Iteration 36Q (7916.210000 sec): 3 clusters
  Score: Raw -2039143.609637 + Penalty 3183.396711 = -2035960.212925
  nChanged 2
		SP:Iteration 37Q (7916.250000 sec): 3 clusters
  Score: Raw -2039143.722442 + Penalty 3183.396711 = -2035960.325731
  nChanged 1
		SP:Iteration 38Q (7916.300000 sec): 3 clusters
  Score: Raw -2039143.919998 + Penalty 3183.396711 = -2035960.523287
  nChanged 0
		SP:Iteration 39F (7916.350000 sec): 3 clusters
  Score: Raw -2039143.919998 + Penalty 3183.396711 = -2035960.523287
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7916.500000 sec): 2 clusters
  Score: Raw -3952257.428294 + Penalty 1693.596535 = -3950563.831759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7916.580000 sec): 3 clusters
  Score: Raw -3931418.257273 + Penalty 3387.193071 = -3928031.064203
  nChanged 15500
		SP:Iteration 1F (7916.670000 sec): 3 clusters
  Score: Raw -3940102.655399 + Penalty 3387.193071 = -3936715.462328
  nChanged 1343
		SP:Iteration 2Q (7916.760000 sec): 3 clusters
  Score: Raw -3940515.191912 + Penalty 3387.193071 = -3937127.998841
  nChanged 1356
		SP:Iteration 3Q (7916.840000 sec): 3 clusters
  Score: Raw -3940994.851811 + Penalty 3387.193071 = -3937607.658741
  nChanged 1508
		SP:Iteration 4Q (7916.930000 sec): 3 clusters
  Score: Raw -3941641.120278 + Penalty 3387.193071 = -3938253.927208
  nChanged 1799
		SP:Iteration 5F (7917.020000 sec): 3 clusters
  Score: Raw -3942594.698413 + Penalty 3387.193071 = -3939207.505342
  nChanged 2173
		SP:Iteration 6F (7917.110000 sec): 3 clusters
  Score: Raw -3944014.966406 + Penalty 3387.193071 = -3940627.773335
  nChanged 2414
		SP:Iteration 7F (7917.200000 sec): 3 clusters
  Score: Raw -3945937.172558 + Penalty 3387.193071 = -3942549.979487
  nChanged 2360
		SP:Iteration 8F (7917.280000 sec): 3 clusters
  Score: Raw -3948050.768330 + Penalty 3387.193071 = -3944663.575259
  nChanged 1955
		SP:Iteration 9F (7917.370000 sec): 3 clusters
  Score: Raw -3949857.000709 + Penalty 3387.193071 = -3946469.807639
  nChanged 1359
		SP:Iteration 10Q (7917.450000 sec): 3 clusters
  Score: Raw -3951098.143067 + Penalty 3387.193071 = -3947710.949996
  nChanged 767
		SP:Iteration 11Q (7917.530000 sec): 3 clusters
  Score: Raw -3951778.744557 + Penalty 3387.193071 = -3948391.551486
  nChanged 363
		SP:Iteration 12Q (7917.600000 sec): 3 clusters
  Score: Raw -3952120.571613 + Penalty 3387.193071 = -3948733.378542
  nChanged 172
		SP:Iteration 13Q (7917.660000 sec): 3 clusters
  Score: Raw -3952305.454327 + Penalty 3387.193071 = -3948918.261256
  nChanged 84
		SP:Iteration 14Q (7917.730000 sec): 3 clusters
  Score: Raw -3952401.035189 + Penalty 3387.193071 = -3949013.842118
  nChanged 41
		SP:Iteration 15Q (7917.790000 sec): 3 clusters
  Score: Raw -3952451.404092 + Penalty 3387.193071 = -3949064.211022
  nChanged 21
		SP:Iteration 16Q (7917.850000 sec): 3 clusters
  Score: Raw -3952477.673323 + Penalty 3387.193071 = -3949090.480252
  nChanged 13
		SP:Iteration 17Q (7917.920000 sec): 3 clusters
  Score: Raw -3952492.414853 + Penalty 3387.193071 = -3949105.221782
  nChanged 8
		SP:Iteration 18Q (7917.970000 sec): 3 clusters
  Score: Raw -3952501.561506 + Penalty 3387.193071 = -3949114.368435
  nChanged 6
		SP:Iteration 19Q (7918.040000 sec): 3 clusters
  Score: Raw -3952508.865673 + Penalty 3387.193071 = -3949121.672603
  nChanged 5
		SP:Iteration 20F (7918.120000 sec): 3 clusters
  Score: Raw -3952515.482104 + Penalty 3387.193071 = -3949128.289034
  nChanged 2
		SP:Iteration 21Q (7918.180000 sec): 3 clusters
  Score: Raw -3952518.595765 + Penalty 3387.193071 = -3949131.402694
  nChanged 2
		SP:Iteration 22Q (7918.240000 sec): 3 clusters
  Score: Raw -3952521.270565 + Penalty 3387.193071 = -3949134.077494
  nChanged 2
		SP:Iteration 23Q (7918.300000 sec): 3 clusters
  Score: Raw -3952524.031474 + Penalty 3387.193071 = -3949136.838403
  nChanged 1
		SP:Iteration 24Q (7918.360000 sec): 3 clusters
  Score: Raw -3952526.938237 + Penalty 3387.193071 = -3949139.745166
  nChanged 2
		SP:Iteration 25Q (7918.420000 sec): 3 clusters
  Score: Raw -3952529.264732 + Penalty 3387.193071 = -3949142.071662
  nChanged 2
		SP:Iteration 26Q (7918.480000 sec): 3 clusters
  Score: Raw -3952531.685713 + Penalty 3387.193071 = -3949144.492642
  nChanged 1
		SP:Iteration 27Q (7918.540000 sec): 3 clusters
  Score: Raw -3952532.257196 + Penalty 3387.193071 = -3949145.064126
  nChanged 0
		SP:Iteration 28F (7918.620000 sec): 3 clusters
  Score: Raw -3952532.257196 + Penalty 3387.193071 = -3949145.064126
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7918.670000 sec): 2 clusters
  Score: Raw -670544.114673 + Penalty 1415.395301 = -669128.719372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7918.690000 sec): 3 clusters
  Score: Raw -667232.356625 + Penalty 2830.790601 = -664401.566024
  nChanged 2597
		SP:Iteration 1F (7918.710000 sec): 3 clusters
  Score: Raw -668692.187142 + Penalty 2830.790601 = -665861.396540
  nChanged 406
		SP:Iteration 2F (7918.720000 sec): 3 clusters
  Score: Raw -668910.469748 + Penalty 2830.790601 = -666079.679147
  nChanged 321
		SP:Iteration 3F (7918.730000 sec): 3 clusters
  Score: Raw -669119.266365 + Penalty 2830.790601 = -666288.475763
  nChanged 332
		SP:Iteration 4F (7918.750000 sec): 3 clusters
  Score: Raw -669349.656295 + Penalty 2830.790601 = -666518.865693
  nChanged 354
		SP:Iteration 5F (7918.760000 sec): 3 clusters
  Score: Raw -669641.776658 + Penalty 2830.790601 = -666810.986057
  nChanged 387
		SP:Iteration 6F (7918.780000 sec): 3 clusters
  Score: Raw -669990.797442 + Penalty 2830.790601 = -667160.006841
  nChanged 364
		SP:Iteration 7F (7918.790000 sec): 3 clusters
  Score: Raw -670271.270276 + Penalty 2830.790601 = -667440.479675
  nChanged 301
		SP:Iteration 8Q (7918.810000 sec): 3 clusters
  Score: Raw -670464.269222 + Penalty 2830.790601 = -667633.478620
  nChanged 217
		SP:Iteration 9Q (7918.820000 sec): 3 clusters
  Score: Raw -670592.101736 + Penalty 2830.790601 = -667761.311135
  nChanged 187
		SP:Iteration 10Q (7918.830000 sec): 3 clusters
  Score: Raw -670688.117826 + Penalty 2830.790601 = -667857.327225
  nChanged 151
		SP:Iteration 11Q (7918.850000 sec): 3 clusters
  Score: Raw -670755.059149 + Penalty 2830.790601 = -667924.268547
  nChanged 133
		SP:Iteration 12Q (7918.860000 sec): 3 clusters
  Score: Raw -670818.491310 + Penalty 2830.790601 = -667987.700708
  nChanged 109
		SP:Iteration 13Q (7918.870000 sec): 3 clusters
  Score: Raw -670865.444218 + Penalty 2830.790601 = -668034.653617
  nChanged 84
		SP:Iteration 14Q (7918.890000 sec): 3 clusters
  Score: Raw -670900.953090 + Penalty 2830.790601 = -668070.162488
  nChanged 87
		SP:Iteration 15Q (7918.900000 sec): 3 clusters
  Score: Raw -670935.694064 + Penalty 2830.790601 = -668104.903463
  nChanged 70
		SP:Iteration 16Q (7918.910000 sec): 3 clusters
  Score: Raw -670961.349774 + Penalty 2830.790601 = -668130.559173
  nChanged 62
		SP:Iteration 17Q (7918.930000 sec): 3 clusters
  Score: Raw -670986.595596 + Penalty 2830.790601 = -668155.804995
  nChanged 77
		SP:Iteration 18Q (7918.950000 sec): 3 clusters
  Score: Raw -671020.951980 + Penalty 2830.790601 = -668190.161378
  nChanged 71
		SP:Iteration 19Q (7918.960000 sec): 3 clusters
  Score: Raw -671051.291530 + Penalty 2830.790601 = -668220.500929
  nChanged 58
		SP:Iteration 20F (7918.980000 sec): 3 clusters
  Score: Raw -671076.104014 + Penalty 2830.790601 = -668245.313413
  nChanged 52
		SP:Iteration 21Q (7918.990000 sec): 3 clusters
  Score: Raw -671096.100764 + Penalty 2830.790601 = -668265.310162
  nChanged 50
		SP:Iteration 22Q (7919.010000 sec): 3 clusters
  Score: Raw -671114.825412 + Penalty 2830.790601 = -668284.034810
  nChanged 50
		SP:Iteration 23Q (7919.020000 sec): 3 clusters
  Score: Raw -671132.687898 + Penalty 2830.790601 = -668301.897296
  nChanged 45
		SP:Iteration 24Q (7919.040000 sec): 3 clusters
  Score: Raw -671148.255865 + Penalty 2830.790601 = -668317.465264
  nChanged 32
		SP:Iteration 25Q (7919.050000 sec): 3 clusters
  Score: Raw -671156.984421 + Penalty 2830.790601 = -668326.193820
  nChanged 24
		SP:Iteration 26Q (7919.070000 sec): 3 clusters
  Score: Raw -671163.549177 + Penalty 2830.790601 = -668332.758575
  nChanged 21
		SP:Iteration 27Q (7919.090000 sec): 3 clusters
  Score: Raw -671168.451669 + Penalty 2830.790601 = -668337.661067
  nChanged 16
		SP:Iteration 28Q (7919.110000 sec): 3 clusters
  Score: Raw -671172.292925 + Penalty 2830.790601 = -668341.502324
  nChanged 20
		SP:Iteration 29Q (7919.120000 sec): 3 clusters
  Score: Raw -671177.573681 + Penalty 2830.790601 = -668346.783079
  nChanged 20
		SP:Iteration 30Q (7919.140000 sec): 3 clusters
  Score: Raw -671182.210411 + Penalty 2830.790601 = -668351.419809
  nChanged 20
		SP:Iteration 31Q (7919.150000 sec): 3 clusters
  Score: Raw -671186.886315 + Penalty 2830.790601 = -668356.095714
  nChanged 17
		SP:Iteration 32Q (7919.170000 sec): 3 clusters
  Score: Raw -671191.504128 + Penalty 2830.790601 = -668360.713527
  nChanged 12
		SP:Iteration 33Q (7919.180000 sec): 3 clusters
  Score: Raw -671193.822169 + Penalty 2830.790601 = -668363.031568
  nChanged 8
		SP:Iteration 34Q (7919.190000 sec): 3 clusters
  Score: Raw -671195.111881 + Penalty 2830.790601 = -668364.321279
  nChanged 5
		SP:Iteration 35Q (7919.210000 sec): 3 clusters
  Score: Raw -671195.817936 + Penalty 2830.790601 = -668365.027334
  nChanged 5
		SP:Iteration 36Q (7919.220000 sec): 3 clusters
  Score: Raw -671196.635468 + Penalty 2830.790601 = -668365.844866
  nChanged 6
		SP:Iteration 37Q (7919.230000 sec): 3 clusters
  Score: Raw -671198.694753 + Penalty 2830.790601 = -668367.904151
  nChanged 6
		SP:Iteration 38Q (7919.250000 sec): 3 clusters
  Score: Raw -671200.002047 + Penalty 2830.790601 = -668369.211445
  nChanged 7
		SP:Iteration 39Q (7919.260000 sec): 3 clusters
  Score: Raw -671201.270131 + Penalty 2830.790601 = -668370.479530
  nChanged 9
		SP:Iteration 40F (7919.270000 sec): 3 clusters
  Score: Raw -671202.901095 + Penalty 2830.790601 = -668372.110494
  nChanged 8
		SP:Iteration 41Q (7919.290000 sec): 3 clusters
  Score: Raw -671204.219152 + Penalty 2830.790601 = -668373.428550
  nChanged 3
		SP:Iteration 42Q (7919.310000 sec): 3 clusters
  Score: Raw -671204.880785 + Penalty 2830.790601 = -668374.090183
  nChanged 5
		SP:Iteration 43Q (7919.320000 sec): 3 clusters
  Score: Raw -671205.683146 + Penalty 2830.790601 = -668374.892544
  nChanged 4
		SP:Iteration 44Q (7919.340000 sec): 3 clusters
  Score: Raw -671206.314991 + Penalty 2830.790601 = -668375.524390
  nChanged 3
		SP:Iteration 45Q (7919.350000 sec): 3 clusters
  Score: Raw -671206.742654 + Penalty 2830.790601 = -668375.952052
  nChanged 1
		SP:Iteration 46Q (7919.370000 sec): 3 clusters
  Score: Raw -671207.221072 + Penalty 2830.790601 = -668376.430471
  nChanged 3
		SP:Iteration 47Q (7919.380000 sec): 3 clusters
  Score: Raw -671207.620015 + Penalty 2830.790601 = -668376.829413
  nChanged 3
		SP:Iteration 48Q (7919.390000 sec): 3 clusters
  Score: Raw -671208.094129 + Penalty 2830.790601 = -668377.303528
  nChanged 2
		SP:Iteration 49Q (7919.410000 sec): 3 clusters
  Score: Raw -671208.571882 + Penalty 2830.790601 = -668377.781281
  nChanged 6
		SP:Iteration 50Q (7919.420000 sec): 3 clusters
  Score: Raw -671210.036693 + Penalty 2830.790601 = -668379.246092
  nChanged 5
		SP:Iteration 51Q (7919.430000 sec): 3 clusters
  Score: Raw -671211.178852 + Penalty 2830.790601 = -668380.388251
  nChanged 3
		SP:Iteration 52Q (7919.440000 sec): 3 clusters
  Score: Raw -671212.004506 + Penalty 2830.790601 = -668381.213905
  nChanged 4
		SP:Iteration 53Q (7919.460000 sec): 3 clusters
  Score: Raw -671212.877005 + Penalty 2830.790601 = -668382.086403
  nChanged 1
		SP:Iteration 54Q (7919.470000 sec): 3 clusters
  Score: Raw -671212.966536 + Penalty 2830.790601 = -668382.175934
  nChanged 0
		SP:Iteration 55F (7919.490000 sec): 3 clusters
  Score: Raw -671212.966536 + Penalty 2830.790601 = -668382.175934
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7919.500000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7919.500000 sec): 3 clusters
  Score: Raw -102338.317538 + Penalty 2207.511939 = -100130.805599
  nChanged 240
		SP:Iteration 1F (7919.510000 sec): 3 clusters
  Score: Raw -102571.427810 + Penalty 2207.511939 = -100363.915871
  nChanged 64
		SP:Iteration 2F (7919.510000 sec): 3 clusters
  Score: Raw -102644.525987 + Penalty 2207.511939 = -100437.014048
  nChanged 36
		SP:Iteration 3Q (7919.510000 sec): 3 clusters
  Score: Raw -102689.062576 + Penalty 2207.511939 = -100481.550637
  nChanged 27
		SP:Iteration 4Q (7919.510000 sec): 3 clusters
  Score: Raw -102718.227500 + Penalty 2207.511939 = -100510.715561
  nChanged 18
		SP:Iteration 5Q (7919.520000 sec): 3 clusters
  Score: Raw -102731.645785 + Penalty 2207.511939 = -100524.133846
  nChanged 13
		SP:Iteration 6Q (7919.520000 sec): 3 clusters
  Score: Raw -102741.970339 + Penalty 2207.511939 = -100534.458400
  nChanged 7
		SP:Iteration 7Q (7919.520000 sec): 3 clusters
  Score: Raw -102749.238509 + Penalty 2207.511939 = -100541.726570
  nChanged 7
		SP:Iteration 8Q (7919.520000 sec): 3 clusters
  Score: Raw -102758.212426 + Penalty 2207.511939 = -100550.700487
  nChanged 6
		SP:Iteration 9Q (7919.520000 sec): 3 clusters
  Score: Raw -102764.135386 + Penalty 2207.511939 = -100556.623447
  nChanged 6
		SP:Iteration 10Q (7919.520000 sec): 3 clusters
  Score: Raw -102773.638990 + Penalty 2207.511939 = -100566.127051
  nChanged 7
		SP:Iteration 11Q (7919.530000 sec): 3 clusters
  Score: Raw -102782.777010 + Penalty 2207.511939 = -100575.265071
  nChanged 7
		SP:Iteration 12Q (7919.530000 sec): 3 clusters
  Score: Raw -102790.509331 + Penalty 2207.511939 = -100582.997392
  nChanged 6
		SP:Iteration 13Q (7919.530000 sec): 3 clusters
  Score: Raw -102796.696118 + Penalty 2207.511939 = -100589.184179
  nChanged 2
		SP:Iteration 14Q (7919.540000 sec): 3 clusters
  Score: Raw -102797.750732 + Penalty 2207.511939 = -100590.238793
  nChanged 2
		SP:Iteration 15Q (7919.540000 sec): 3 clusters
  Score: Raw -102800.919193 + Penalty 2207.511939 = -100593.407254
  nChanged 3
		SP:Iteration 16Q (7919.540000 sec): 3 clusters
  Score: Raw -102804.114440 + Penalty 2207.511939 = -100596.602501
  nChanged 2
		SP:Iteration 17Q (7919.540000 sec): 3 clusters
  Score: Raw -102806.381543 + Penalty 2207.511939 = -100598.869604
  nChanged 2
		SP:Iteration 18Q (7919.540000 sec): 3 clusters
  Score: Raw -102808.025274 + Penalty 2207.511939 = -100600.513335
  nChanged 1
		SP:Iteration 19Q (7919.540000 sec): 3 clusters
  Score: Raw -102808.284745 + Penalty 2207.511939 = -100600.772806
  nChanged 0
		SP:Iteration 20F (7919.550000 sec): 3 clusters
  Score: Raw -102808.284745 + Penalty 2207.511939 = -100600.772806
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7919.650000 sec): 2 clusters
  Score: Raw -2220502.259909 + Penalty 1605.277566 = -2218896.982343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7919.700000 sec): 3 clusters
  Score: Raw -2208759.877076 + Penalty 3210.555132 = -2205549.321944
  nChanged 8910
		SP:Iteration 1F (7919.750000 sec): 3 clusters
  Score: Raw -2213692.926050 + Penalty 3210.555132 = -2210482.370918
  nChanged 1045
		SP:Iteration 2F (7919.800000 sec): 3 clusters
  Score: Raw -2214172.444463 + Penalty 3210.555132 = -2210961.889331
  nChanged 1049
		SP:Iteration 3F (7919.860000 sec): 3 clusters
  Score: Raw -2214673.846647 + Penalty 3210.555132 = -2211463.291514
  nChanged 1054
		SP:Iteration 4F (7919.920000 sec): 3 clusters
  Score: Raw -2215225.937003 + Penalty 3210.555132 = -2212015.381871
  nChanged 1075
		SP:Iteration 5F (7919.970000 sec): 3 clusters
  Score: Raw -2215742.626238 + Penalty 3210.555132 = -2212532.071105
  nChanged 1015
		SP:Iteration 6F (7920.020000 sec): 3 clusters
  Score: Raw -2216189.166671 + Penalty 3210.555132 = -2212978.611538
  nChanged 880
		SP:Iteration 7Q (7920.070000 sec): 3 clusters
  Score: Raw -2216527.415245 + Penalty 3210.555132 = -2213316.860113
  nChanged 781
		SP:Iteration 8Q (7920.120000 sec): 3 clusters
  Score: Raw -2216806.557767 + Penalty 3210.555132 = -2213596.002634
  nChanged 649
		SP:Iteration 9Q (7920.170000 sec): 3 clusters
  Score: Raw -2217034.399231 + Penalty 3210.555132 = -2213823.844099
  nChanged 579
		SP:Iteration 10Q (7920.230000 sec): 3 clusters
  Score: Raw -2217278.790928 + Penalty 3210.555132 = -2214068.235795
  nChanged 560
		SP:Iteration 11Q (7920.270000 sec): 3 clusters
  Score: Raw -2217552.521535 + Penalty 3210.555132 = -2214341.966402
  nChanged 536
		SP:Iteration 12Q (7920.330000 sec): 3 clusters
  Score: Raw -2217822.524821 + Penalty 3210.555132 = -2214611.969689
  nChanged 495
		SP:Iteration 13Q (7920.380000 sec): 3 clusters
  Score: Raw -2218062.323251 + Penalty 3210.555132 = -2214851.768119
  nChanged 462
		SP:Iteration 14Q (7920.450000 sec): 3 clusters
  Score: Raw -2218252.743690 + Penalty 3210.555132 = -2215042.188558
  nChanged 448
		SP:Iteration 15Q (7920.490000 sec): 3 clusters
  Score: Raw -2218418.149741 + Penalty 3210.555132 = -2215207.594608
  nChanged 432
		SP:Iteration 16Q (7920.560000 sec): 3 clusters
  Score: Raw -2218581.225113 + Penalty 3210.555132 = -2215370.669980
  nChanged 451
		SP:Iteration 17Q (7920.620000 sec): 3 clusters
  Score: Raw -2218760.215382 + Penalty 3210.555132 = -2215549.660250
  nChanged 472
		SP:Iteration 18Q (7920.660000 sec): 3 clusters
  Score: Raw -2218963.562069 + Penalty 3210.555132 = -2215753.006936
  nChanged 460
		SP:Iteration 19Q (7920.710000 sec): 3 clusters
  Score: Raw -2219172.733385 + Penalty 3210.555132 = -2215962.178252
  nChanged 478
		SP:Iteration 20F (7920.760000 sec): 3 clusters
  Score: Raw -2219397.876948 + Penalty 3210.555132 = -2216187.321815
  nChanged 419
		SP:Iteration 21Q (7920.810000 sec): 3 clusters
  Score: Raw -2219608.630899 + Penalty 3210.555132 = -2216398.075767
  nChanged 392
		SP:Iteration 22Q (7920.850000 sec): 3 clusters
  Score: Raw -2219832.270354 + Penalty 3210.555132 = -2216621.715222
  nChanged 346
		SP:Iteration 23Q (7920.900000 sec): 3 clusters
  Score: Raw -2220068.893580 + Penalty 3210.555132 = -2216858.338448
  nChanged 303
		SP:Iteration 24Q (7920.940000 sec): 3 clusters
  Score: Raw -2220363.105178 + Penalty 3210.555132 = -2217152.550046
  nChanged 241
		SP:Iteration 25Q (7921.000000 sec): 3 clusters
  Score: Raw -2220704.074000 + Penalty 3210.555132 = -2217493.518868
  nChanged 168
		SP:Iteration 26Q (7921.060000 sec): 3 clusters
  Score: Raw -2220914.225975 + Penalty 3210.555132 = -2217703.670842
  nChanged 132
		SP:Iteration 27Q (7921.090000 sec): 3 clusters
  Score: Raw -2221018.799236 + Penalty 3210.555132 = -2217808.244104
  nChanged 98
		SP:Iteration 28Q (7921.130000 sec): 3 clusters
  Score: Raw -2221075.736651 + Penalty 3210.555132 = -2217865.181518
  nChanged 77
		SP:Iteration 29Q (7921.170000 sec): 3 clusters
  Score: Raw -2221103.618230 + Penalty 3210.555132 = -2217893.063097
  nChanged 50
		SP:Iteration 30Q (7921.210000 sec): 3 clusters
  Score: Raw -2221120.701206 + Penalty 3210.555132 = -2217910.146074
  nChanged 44
		SP:Iteration 31Q (7921.250000 sec): 3 clusters
  Score: Raw -2221133.848380 + Penalty 3210.555132 = -2217923.293248
  nChanged 30
		SP:Iteration 32Q (7921.290000 sec): 3 clusters
  Score: Raw -2221142.530379 + Penalty 3210.555132 = -2217931.975247
  nChanged 30
		SP:Iteration 33Q (7921.330000 sec): 3 clusters
  Score: Raw -2221151.627840 + Penalty 3210.555132 = -2217941.072708
  nChanged 21
		SP:Iteration 34Q (7921.360000 sec): 3 clusters
  Score: Raw -2221158.759427 + Penalty 3210.555132 = -2217948.204295
  nChanged 24
		SP:Iteration 35Q (7921.400000 sec): 3 clusters
  Score: Raw -2221164.904494 + Penalty 3210.555132 = -2217954.349362
  nChanged 17
		SP:Iteration 36Q (7921.440000 sec): 3 clusters
  Score: Raw -2221168.725367 + Penalty 3210.555132 = -2217958.170234
  nChanged 14
		SP:Iteration 37Q (7921.470000 sec): 3 clusters
  Score: Raw -2221172.858851 + Penalty 3210.555132 = -2217962.303719
  nChanged 11
		SP:Iteration 38Q (7921.510000 sec): 3 clusters
  Score: Raw -2221175.482958 + Penalty 3210.555132 = -2217964.927825
  nChanged 10
		SP:Iteration 39Q (7921.540000 sec): 3 clusters
  Score: Raw -2221178.322382 + Penalty 3210.555132 = -2217967.767250
  nChanged 8
		SP:Iteration 40F (7921.590000 sec): 3 clusters
  Score: Raw -2221180.143107 + Penalty 3210.555132 = -2217969.587975
  nChanged 5
		SP:Iteration 41Q (7921.630000 sec): 3 clusters
  Score: Raw -2221181.003460 + Penalty 3210.555132 = -2217970.448328
  nChanged 7
		SP:Iteration 42Q (7921.670000 sec): 3 clusters
  Score: Raw -2221182.455148 + Penalty 3210.555132 = -2217971.900016
  nChanged 5
		SP:Iteration 43Q (7921.710000 sec): 3 clusters
  Score: Raw -2221183.673322 + Penalty 3210.555132 = -2217973.118190
  nChanged 4
		SP:Iteration 44Q (7921.750000 sec): 3 clusters
  Score: Raw -2221184.435826 + Penalty 3210.555132 = -2217973.880694
  nChanged 2
		SP:Iteration 45Q (7921.800000 sec): 3 clusters
  Score: Raw -2221185.089134 + Penalty 3210.555132 = -2217974.534001
  nChanged 1
		SP:Iteration 46Q (7921.830000 sec): 3 clusters
  Score: Raw -2221185.241061 + Penalty 3210.555132 = -2217974.685929
  nChanged 1
		SP:Iteration 47Q (7921.870000 sec): 3 clusters
  Score: Raw -2221185.394866 + Penalty 3210.555132 = -2217974.839734
  nChanged 0
		SP:Iteration 48F (7921.920000 sec): 3 clusters
  Score: Raw -2221185.394866 + Penalty 3210.555132 = -2217974.839734
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7921.970000 sec): 2 clusters
  Score: Raw -598276.180867 + Penalty 1403.933017 = -596872.247849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7921.980000 sec): 3 clusters
  Score: Raw -595319.829490 + Penalty 2807.866035 = -592511.963455
  nChanged 2299
		SP:Iteration 1F (7922.010000 sec): 3 clusters
  Score: Raw -596702.377186 + Penalty 2807.866035 = -593894.511151
  nChanged 464
		SP:Iteration 2F (7922.020000 sec): 3 clusters
  Score: Raw -597035.159589 + Penalty 2807.866035 = -594227.293554
  nChanged 384
		SP:Iteration 3F (7922.030000 sec): 3 clusters
  Score: Raw -597295.116957 + Penalty 2807.866035 = -594487.250922
  nChanged 314
		SP:Iteration 4F (7922.060000 sec): 3 clusters
  Score: Raw -597504.717108 + Penalty 2807.866035 = -594696.851074
  nChanged 259
		SP:Iteration 5Q (7922.080000 sec): 3 clusters
  Score: Raw -597705.958240 + Penalty 2807.866035 = -594898.092205
  nChanged 254
		SP:Iteration 6Q (7922.090000 sec): 3 clusters
  Score: Raw -597886.290354 + Penalty 2807.866035 = -595078.424319
  nChanged 246
		SP:Iteration 7Q (7922.120000 sec): 3 clusters
  Score: Raw -598051.611864 + Penalty 2807.866035 = -595243.745829
  nChanged 236
		SP:Iteration 8Q (7922.130000 sec): 3 clusters
  Score: Raw -598225.645469 + Penalty 2807.866035 = -595417.779435
  nChanged 205
		SP:Iteration 9Q (7922.140000 sec): 3 clusters
  Score: Raw -598362.580977 + Penalty 2807.866035 = -595554.714942
  nChanged 164
		SP:Iteration 10Q (7922.160000 sec): 3 clusters
  Score: Raw -598458.994651 + Penalty 2807.866035 = -595651.128616
  nChanged 134
		SP:Iteration 11Q (7922.170000 sec): 3 clusters
  Score: Raw -598522.650448 + Penalty 2807.866035 = -595714.784413
  nChanged 110
		SP:Iteration 12Q (7922.180000 sec): 3 clusters
  Score: Raw -598578.367786 + Penalty 2807.866035 = -595770.501751
  nChanged 101
		SP:Iteration 13Q (7922.190000 sec): 3 clusters
  Score: Raw -598633.574960 + Penalty 2807.866035 = -595825.708925
  nChanged 84
		SP:Iteration 14Q (7922.210000 sec): 3 clusters
  Score: Raw -598680.353965 + Penalty 2807.866035 = -595872.487931
  nChanged 83
		SP:Iteration 15Q (7922.220000 sec): 3 clusters
  Score: Raw -598721.403375 + Penalty 2807.866035 = -595913.537340
  nChanged 63
		SP:Iteration 16Q (7922.230000 sec): 3 clusters
  Score: Raw -598744.252250 + Penalty 2807.866035 = -595936.386215
  nChanged 46
		SP:Iteration 17Q (7922.240000 sec): 3 clusters
  Score: Raw -598757.623611 + Penalty 2807.866035 = -595949.757576
  nChanged 42
		SP:Iteration 18Q (7922.260000 sec): 3 clusters
  Score: Raw -598772.460796 + Penalty 2807.866035 = -595964.594761
  nChanged 33
		SP:Iteration 19Q (7922.270000 sec): 3 clusters
  Score: Raw -598782.009438 + Penalty 2807.866035 = -595974.143403
  nChanged 31
		SP:Iteration 20F (7922.280000 sec): 3 clusters
  Score: Raw -598790.701678 + Penalty 2807.866035 = -595982.835643
  nChanged 27
		SP:Iteration 21Q (7922.300000 sec): 3 clusters
  Score: Raw -598798.126560 + Penalty 2807.866035 = -595990.260525
  nChanged 20
		SP:Iteration 22Q (7922.310000 sec): 3 clusters
  Score: Raw -598803.280866 + Penalty 2807.866035 = -595995.414831
  nChanged 17
		SP:Iteration 23Q (7922.320000 sec): 3 clusters
  Score: Raw -598806.772211 + Penalty 2807.866035 = -595998.906177
  nChanged 14
		SP:Iteration 24Q (7922.340000 sec): 3 clusters
  Score: Raw -598809.110794 + Penalty 2807.866035 = -596001.244759
  nChanged 11
		SP:Iteration 25Q (7922.360000 sec): 3 clusters
  Score: Raw -598811.425862 + Penalty 2807.866035 = -596003.559827
  nChanged 11
		SP:Iteration 26Q (7922.370000 sec): 3 clusters
  Score: Raw -598813.199087 + Penalty 2807.866035 = -596005.333052
  nChanged 4
		SP:Iteration 27Q (7922.390000 sec): 3 clusters
  Score: Raw -598813.923412 + Penalty 2807.866035 = -596006.057377
  nChanged 2
		SP:Iteration 28Q (7922.400000 sec): 3 clusters
  Score: Raw -598814.196415 + Penalty 2807.866035 = -596006.330380
  nChanged 2
		SP:Iteration 29Q (7922.420000 sec): 3 clusters
  Score: Raw -598814.452902 + Penalty 2807.866035 = -596006.586868
  nChanged 1
		SP:Iteration 30Q (7922.430000 sec): 3 clusters
  Score: Raw -598814.612120 + Penalty 2807.866035 = -596006.746085
  nChanged 1
		SP:Iteration 31Q (7922.450000 sec): 3 clusters
  Score: Raw -598815.270562 + Penalty 2807.866035 = -596007.404527
  nChanged 3
		SP:Iteration 32Q (7922.460000 sec): 3 clusters
  Score: Raw -598816.216708 + Penalty 2807.866035 = -596008.350673
  nChanged 3
		SP:Iteration 33Q (7922.470000 sec): 3 clusters
  Score: Raw -598816.814390 + Penalty 2807.866035 = -596008.948355
  nChanged 3
		SP:Iteration 34Q (7922.480000 sec): 3 clusters
  Score: Raw -598817.232304 + Penalty 2807.866035 = -596009.366269
  nChanged 1
		SP:Iteration 35Q (7922.500000 sec): 3 clusters
  Score: Raw -598817.555346 + Penalty 2807.866035 = -596009.689311
  nChanged 0
		SP:Iteration 36F (7922.510000 sec): 3 clusters
  Score: Raw -598817.555346 + Penalty 2807.866035 = -596009.689311
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (8605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7922.540000 sec): 2 clusters
  Score: Raw -1005362.120236 + Penalty 1472.266040 = -1003889.854196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7922.570000 sec): 3 clusters
  Score: Raw -1000576.175856 + Penalty 2944.532080 = -997631.643776
  nChanged 3702
		SP:Iteration 1F (7922.590000 sec): 3 clusters
  Score: Raw -1002451.409964 + Penalty 2944.532080 = -999506.877883
  nChanged 513
		SP:Iteration 2F (7922.610000 sec): 3 clusters
  Score: Raw -1002655.994469 + Penalty 2944.532080 = -999711.462389
  nChanged 394
		SP:Iteration 3Q (7922.640000 sec): 3 clusters
  Score: Raw -1002827.682066 + Penalty 2944.532080 = -999883.149986
  nChanged 402
		SP:Iteration 4Q (7922.660000 sec): 3 clusters
  Score: Raw -1002993.891942 + Penalty 2944.532080 = -1000049.359862
  nChanged 343
		SP:Iteration 5Q (7922.690000 sec): 3 clusters
  Score: Raw -1003126.261866 + Penalty 2944.532080 = -1000181.729785
  nChanged 319
		SP:Iteration 6Q (7922.710000 sec): 3 clusters
  Score: Raw -1003266.292309 + Penalty 2944.532080 = -1000321.760229
  nChanged 349
		SP:Iteration 7Q (7922.740000 sec): 3 clusters
  Score: Raw -1003427.234151 + Penalty 2944.532080 = -1000482.702071
  nChanged 367
		SP:Iteration 8Q (7922.760000 sec): 3 clusters
  Score: Raw -1003628.086012 + Penalty 2944.532080 = -1000683.553932
  nChanged 409
		SP:Iteration 9Q (7922.780000 sec): 3 clusters
  Score: Raw -1003880.531922 + Penalty 2944.532080 = -1000935.999841
  nChanged 418
		SP:Iteration 10Q (7922.800000 sec): 3 clusters
  Score: Raw -1004186.647763 + Penalty 2944.532080 = -1001242.115683
  nChanged 435
		SP:Iteration 11F (7922.820000 sec): 3 clusters
  Score: Raw -1004544.781750 + Penalty 2944.532080 = -1001600.249670
  nChanged 390
		SP:Iteration 12Q (7922.840000 sec): 3 clusters
  Score: Raw -1004861.598820 + Penalty 2944.532080 = -1001917.066740
  nChanged 274
		SP:Iteration 13Q (7922.870000 sec): 3 clusters
  Score: Raw -1005108.322764 + Penalty 2944.532080 = -1002163.790683
  nChanged 193
		SP:Iteration 14Q (7922.890000 sec): 3 clusters
  Score: Raw -1005282.815832 + Penalty 2944.532080 = -1002338.283751
  nChanged 113
		SP:Iteration 15Q (7922.910000 sec): 3 clusters
  Score: Raw -1005391.840196 + Penalty 2944.532080 = -1002447.308116
  nChanged 61
		SP:Iteration 16Q (7922.930000 sec): 3 clusters
  Score: Raw -1005450.131589 + Penalty 2944.532080 = -1002505.599508
  nChanged 27
		SP:Iteration 17Q (7922.950000 sec): 3 clusters
  Score: Raw -1005484.064738 + Penalty 2944.532080 = -1002539.532657
  nChanged 27
		SP:Iteration 18Q (7922.960000 sec): 3 clusters
  Score: Raw -1005513.096628 + Penalty 2944.532080 = -1002568.564548
  nChanged 11
		SP:Iteration 19Q (7922.980000 sec): 3 clusters
  Score: Raw -1005521.349044 + Penalty 2944.532080 = -1002576.816964
  nChanged 9
		SP:Iteration 20F (7923.000000 sec): 3 clusters
  Score: Raw -1005529.749953 + Penalty 2944.532080 = -1002585.217873
  nChanged 3
		SP:Iteration 21Q (7923.020000 sec): 3 clusters
  Score: Raw -1005533.072703 + Penalty 2944.532080 = -1002588.540623
  nChanged 4
		SP:Iteration 22Q (7923.040000 sec): 3 clusters
  Score: Raw -1005534.792226 + Penalty 2944.532080 = -1002590.260145
  nChanged 0
		SP:Iteration 23F (7923.060000 sec): 3 clusters
  Score: Raw -1005534.792226 + Penalty 2944.532080 = -1002590.260145
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7924.430000 sec): 2 clusters
  Score: Raw -16321641.892718 + Penalty 1925.370354 = -16319716.522364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7924.800000 sec): 3 clusters
  Score: Raw -16229496.702082 + Penalty 3850.740709 = -16225645.961373
  nChanged 67654
		SP:Iteration 1F (7925.190000 sec): 3 clusters
  Score: Raw -16270152.961742 + Penalty 3850.740709 = -16266302.221033
  nChanged 5235
		SP:Iteration 2Q (7925.570000 sec): 3 clusters
  Score: Raw -16271866.713814 + Penalty 3850.740709 = -16268015.973105
  nChanged 5851
		SP:Iteration 3Q (7925.960000 sec): 3 clusters
  Score: Raw -16274161.192389 + Penalty 3850.740709 = -16270310.451680
  nChanged 6631
		SP:Iteration 4Q (7926.340000 sec): 3 clusters
  Score: Raw -16277401.249804 + Penalty 3850.740709 = -16273550.509095
  nChanged 7684
		SP:Iteration 5F (7926.710000 sec): 3 clusters
  Score: Raw -16281978.929752 + Penalty 3850.740709 = -16278128.189043
  nChanged 8448
		SP:Iteration 6F (7927.080000 sec): 3 clusters
  Score: Raw -16287945.692878 + Penalty 3850.740709 = -16284094.952169
  nChanged 8560
		SP:Iteration 7F (7927.440000 sec): 3 clusters
  Score: Raw -16293521.960718 + Penalty 3850.740709 = -16289671.220009
  nChanged 6927
		SP:Iteration 8Q (7927.800000 sec): 3 clusters
  Score: Raw -16296619.233088 + Penalty 3850.740709 = -16292768.492379
  nChanged 4382
		SP:Iteration 9Q (7928.170000 sec): 3 clusters
  Score: Raw -16297661.459460 + Penalty 3850.740709 = -16293810.718751
  nChanged 2302
		SP:Iteration 10Q (7928.540000 sec): 3 clusters
  Score: Raw -16298004.156145 + Penalty 3850.740709 = -16294153.415436
  nChanged 1373
		SP:Iteration 11Q (7928.890000 sec): 3 clusters
  Score: Raw -16298181.018462 + Penalty 3850.740709 = -16294330.277753
  nChanged 1127
		SP:Iteration 12Q (7929.250000 sec): 3 clusters
  Score: Raw -16298344.497491 + Penalty 3850.740709 = -16294493.756782
  nChanged 1112
		SP:Iteration 13Q (7929.610000 sec): 3 clusters
  Score: Raw -16298516.415304 + Penalty 3850.740709 = -16294665.674595
  nChanged 1155
		SP:Iteration 14Q (7929.960000 sec): 3 clusters
  Score: Raw -16298706.158758 + Penalty 3850.740709 = -16294855.418049
  nChanged 1247
		SP:Iteration 15Q (7930.320000 sec): 3 clusters
  Score: Raw -16298909.451553 + Penalty 3850.740709 = -16295058.710844
  nChanged 1254
		SP:Iteration 16Q (7930.670000 sec): 3 clusters
  Score: Raw -16299123.635753 + Penalty 3850.740709 = -16295272.895044
  nChanged 1343
		SP:Iteration 17Q (7931.020000 sec): 3 clusters
  Score: Raw -16299357.194154 + Penalty 3850.740709 = -16295506.453445
  nChanged 1385
		SP:Iteration 18Q (7931.370000 sec): 3 clusters
  Score: Raw -16299600.031482 + Penalty 3850.740709 = -16295749.290773
  nChanged 1410
		SP:Iteration 19Q (7931.730000 sec): 3 clusters
  Score: Raw -16299850.101127 + Penalty 3850.740709 = -16295999.360418
  nChanged 1531
		SP:Iteration 20F (7932.090000 sec): 3 clusters
  Score: Raw -16300145.775070 + Penalty 3850.740709 = -16296295.034361
  nChanged 1634
		SP:Iteration 21Q (7932.440000 sec): 3 clusters
  Score: Raw -16300483.789392 + Penalty 3850.740709 = -16296633.048683
  nChanged 1831
		SP:Iteration 22Q (7932.790000 sec): 3 clusters
  Score: Raw -16300909.049462 + Penalty 3850.740709 = -16297058.308753
  nChanged 2002
		SP:Iteration 23Q (7933.140000 sec): 3 clusters
  Score: Raw -16301410.065263 + Penalty 3850.740709 = -16297559.324554
  nChanged 2159
		SP:Iteration 24Q (7933.480000 sec): 3 clusters
  Score: Raw -16301997.767988 + Penalty 3850.740709 = -16298147.027279
  nChanged 2391
		SP:Iteration 25Q (7933.820000 sec): 3 clusters
  Score: Raw -16302705.030570 + Penalty 3850.740709 = -16298854.289861
  nChanged 2551
		SP:Iteration 26Q (7934.160000 sec): 3 clusters
  Score: Raw -16303521.621984 + Penalty 3850.740709 = -16299670.881275
  nChanged 2729
		SP:Iteration 27Q (7934.500000 sec): 3 clusters
  Score: Raw -16304454.758419 + Penalty 3850.740709 = -16300604.017710
  nChanged 2886
		SP:Iteration 28Q (7934.830000 sec): 3 clusters
  Score: Raw -16305496.651641 + Penalty 3850.740709 = -16301645.910932
  nChanged 2934
		SP:Iteration 29Q (7935.170000 sec): 3 clusters
  Score: Raw -16306638.901744 + Penalty 3850.740709 = -16302788.161035
  nChanged 2998
		SP:Iteration 30Q (7935.490000 sec): 3 clusters
  Score: Raw -16307880.532230 + Penalty 3850.740709 = -16304029.791521
  nChanged 3016
		SP:Iteration 31Q (7935.810000 sec): 3 clusters
  Score: Raw -16309210.122943 + Penalty 3850.740709 = -16305359.382234
  nChanged 2948
		SP:Iteration 32Q (7936.130000 sec): 3 clusters
  Score: Raw -16310588.172142 + Penalty 3850.740709 = -16306737.431433
  nChanged 2896
		SP:Iteration 33Q (7936.450000 sec): 3 clusters
  Score: Raw -16312027.567000 + Penalty 3850.740709 = -16308176.826291
  nChanged 2734
		SP:Iteration 34Q (7936.750000 sec): 3 clusters
  Score: Raw -16313422.882997 + Penalty 3850.740709 = -16309572.142288
  nChanged 2528
		SP:Iteration 35Q (7937.050000 sec): 3 clusters
  Score: Raw -16314738.663541 + Penalty 3850.740709 = -16310887.922832
  nChanged 2283
		SP:Iteration 36Q (7937.350000 sec): 3 clusters
  Score: Raw -16315930.293418 + Penalty 3850.740709 = -16312079.552709
  nChanged 2005
		SP:Iteration 37Q (7937.640000 sec): 3 clusters
  Score: Raw -16316955.331615 + Penalty 3850.740709 = -16313104.590906
  nChanged 1707
		SP:Iteration 38Q (7937.920000 sec): 3 clusters
  Score: Raw -16317835.950192 + Penalty 3850.740709 = -16313985.209483
  nChanged 1446
		SP:Iteration 39Q (7938.190000 sec): 3 clusters
  Score: Raw -16318542.134482 + Penalty 3850.740709 = -16314691.393773
  nChanged 1146
		SP:Iteration 40F (7938.550000 sec): 3 clusters
  Score: Raw -16319152.798710 + Penalty 3850.740709 = -16315302.058001
  nChanged 1113
		SP:Iteration 41Q (7938.830000 sec): 3 clusters
  Score: Raw -16319692.405512 + Penalty 3850.740709 = -16315841.664803
  nChanged 893
		SP:Iteration 42Q (7939.100000 sec): 3 clusters
  Score: Raw -16320093.448342 + Penalty 3850.740709 = -16316242.707633
  nChanged 779
		SP:Iteration 43Q (7939.370000 sec): 3 clusters
  Score: Raw -16320427.201954 + Penalty 3850.740709 = -16316576.461245
  nChanged 655
		SP:Iteration 44Q (7939.650000 sec): 3 clusters
  Score: Raw -16320700.104407 + Penalty 3850.740709 = -16316849.363698
  nChanged 563
		SP:Iteration 45Q (7939.920000 sec): 3 clusters
  Score: Raw -16320934.532302 + Penalty 3850.740709 = -16317083.791593
  nChanged 500
		SP:Iteration 46Q (7940.180000 sec): 3 clusters
  Score: Raw -16321139.926107 + Penalty 3850.740709 = -16317289.185398
  nChanged 429
		SP:Iteration 47Q (7940.450000 sec): 3 clusters
  Score: Raw -16321330.647627 + Penalty 3850.740709 = -16317479.906918
  nChanged 371
		SP:Iteration 48Q (7940.700000 sec): 3 clusters
  Score: Raw -16321490.542985 + Penalty 3850.740709 = -16317639.802276
  nChanged 297
		SP:Iteration 49Q (7940.950000 sec): 3 clusters
  Score: Raw -16321621.976681 + Penalty 3850.740709 = -16317771.235972
  nChanged 259
		SP:Iteration 50Q (7941.200000 sec): 3 clusters
  Score: Raw -16321738.336035 + Penalty 3850.740709 = -16317887.595326
  nChanged 206
		SP:Iteration 51Q (7941.450000 sec): 3 clusters
  Score: Raw -16321834.385736 + Penalty 3850.740709 = -16317983.645027
  nChanged 159
		SP:Iteration 52Q (7941.710000 sec): 3 clusters
  Score: Raw -16321904.117427 + Penalty 3850.740709 = -16318053.376718
  nChanged 125
		SP:Iteration 53Q (7941.960000 sec): 3 clusters
  Score: Raw -16321958.902286 + Penalty 3850.740709 = -16318108.161577
  nChanged 89
		SP:Iteration 54Q (7942.210000 sec): 3 clusters
  Score: Raw -16321996.399374 + Penalty 3850.740709 = -16318145.658665
  nChanged 81
		SP:Iteration 55Q (7942.460000 sec): 3 clusters
  Score: Raw -16322033.934930 + Penalty 3850.740709 = -16318183.194222
  nChanged 70
		SP:Iteration 56Q (7942.710000 sec): 3 clusters
  Score: Raw -16322060.845099 + Penalty 3850.740709 = -16318210.104390
  nChanged 45
		SP:Iteration 57Q (7942.960000 sec): 3 clusters
  Score: Raw -16322073.653738 + Penalty 3850.740709 = -16318222.913029
  nChanged 33
		SP:Iteration 58Q (7943.210000 sec): 3 clusters
  Score: Raw -16322082.879104 + Penalty 3850.740709 = -16318232.138395
  nChanged 25
		SP:Iteration 59Q (7943.460000 sec): 3 clusters
  Score: Raw -16322091.796782 + Penalty 3850.740709 = -16318241.056073
  nChanged 22
		SP:Iteration 60F (7943.820000 sec): 3 clusters
  Score: Raw -16322098.196867 + Penalty 3850.740709 = -16318247.456158
  nChanged 15
		SP:Iteration 61Q (7944.070000 sec): 3 clusters
  Score: Raw -16322103.488874 + Penalty 3850.740709 = -16318252.748165
  nChanged 13
		SP:Iteration 62Q (7944.310000 sec): 3 clusters
  Score: Raw -16322107.791168 + Penalty 3850.740709 = -16318257.050459
  nChanged 10
		SP:Iteration 63Q (7944.560000 sec): 3 clusters
  Score: Raw -16322110.804105 + Penalty 3850.740709 = -16318260.063396
  nChanged 9
		SP:Iteration 64Q (7944.810000 sec): 3 clusters
  Score: Raw -16322113.708961 + Penalty 3850.740709 = -16318262.968253
  nChanged 7
		SP:Iteration 65Q (7945.070000 sec): 3 clusters
  Score: Raw -16322115.756061 + Penalty 3850.740709 = -16318265.015352
  nChanged 3
		SP:Iteration 66Q (7945.320000 sec): 3 clusters
  Score: Raw -16322116.645497 + Penalty 3850.740709 = -16318265.904788
  nChanged 2
		SP:Iteration 67Q (7945.570000 sec): 3 clusters
  Score: Raw -16322117.138447 + Penalty 3850.740709 = -16318266.397738
  nChanged 3
		SP:Iteration 68Q (7945.830000 sec): 3 clusters
  Score: Raw -16322118.001984 + Penalty 3850.740709 = -16318267.261275
  nChanged 6
		SP:Iteration 69Q (7946.090000 sec): 3 clusters
  Score: Raw -16322119.643010 + Penalty 3850.740709 = -16318268.902301
  nChanged 6
		SP:Iteration 70Q (7946.340000 sec): 3 clusters
  Score: Raw -16322121.830392 + Penalty 3850.740709 = -16318271.089683
  nChanged 4
		SP:Iteration 71Q (7946.590000 sec): 3 clusters
  Score: Raw -16322122.770696 + Penalty 3850.740709 = -16318272.029987
  nChanged 2
		SP:Iteration 72Q (7946.840000 sec): 3 clusters
  Score: Raw -16322123.258096 + Penalty 3850.740709 = -16318272.517387
  nChanged 2
		SP:Iteration 73Q (7947.090000 sec): 3 clusters
  Score: Raw -16322123.759492 + Penalty 3850.740709 = -16318273.018783
  nChanged 5
		SP:Iteration 74Q (7947.340000 sec): 3 clusters
  Score: Raw -16322125.429944 + Penalty 3850.740709 = -16318274.689235
  nChanged 6
		SP:Iteration 75Q (7947.590000 sec): 3 clusters
  Score: Raw -16322126.791656 + Penalty 3850.740709 = -16318276.050947
  nChanged 3
		SP:Iteration 76Q (7947.840000 sec): 3 clusters
  Score: Raw -16322127.561321 + Penalty 3850.740709 = -16318276.820612
  nChanged 3
		SP:Iteration 77Q (7948.090000 sec): 3 clusters
  Score: Raw -16322128.233859 + Penalty 3850.740709 = -16318277.493150
  nChanged 4
		SP:Iteration 78Q (7948.330000 sec): 3 clusters
  Score: Raw -16322129.657115 + Penalty 3850.740709 = -16318278.916406
  nChanged 2
		SP:Iteration 79Q (7948.580000 sec): 3 clusters
  Score: Raw -16322130.145389 + Penalty 3850.740709 = -16318279.404681
  nChanged 1
		SP:Iteration 80F (7948.930000 sec): 3 clusters
  Score: Raw -16322130.331567 + Penalty 3850.740709 = -16318279.590858
  nChanged 1
		SP:Iteration 81Q (7949.180000 sec): 3 clusters
  Score: Raw -16322130.430073 + Penalty 3850.740709 = -16318279.689364
  nChanged 1
		SP:Iteration 82Q (7949.430000 sec): 3 clusters
  Score: Raw -16322130.699306 + Penalty 3850.740709 = -16318279.958597
  nChanged 1
		SP:Iteration 83Q (7949.680000 sec): 3 clusters
  Score: Raw -16322130.919197 + Penalty 3850.740709 = -16318280.178488
  nChanged 1
		SP:Iteration 84Q (7949.930000 sec): 3 clusters
  Score: Raw -16322131.050719 + Penalty 3850.740709 = -16318280.310010
  nChanged 0
		SP:Iteration 85F (7950.290000 sec): 3 clusters
  Score: Raw -16322131.050719 + Penalty 3850.740709 = -16318280.310010
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (10324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7950.390000 sec): 2 clusters
  Score: Raw -1186000.782848 + Penalty 1501.861816 = -1184498.921032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7950.420000 sec): 3 clusters
  Score: Raw -1180233.733016 + Penalty 3003.723632 = -1177230.009383
  nChanged 4440
		SP:Iteration 1F (7950.440000 sec): 3 clusters
  Score: Raw -1183108.469045 + Penalty 3003.723632 = -1180104.745412
  nChanged 931
		SP:Iteration 2F (7950.480000 sec): 3 clusters
  Score: Raw -1183809.396862 + Penalty 3003.723632 = -1180805.673230
  nChanged 846
		SP:Iteration 3F (7950.500000 sec): 3 clusters
  Score: Raw -1184398.073987 + Penalty 3003.723632 = -1181394.350354
  nChanged 680
		SP:Iteration 4F (7950.530000 sec): 3 clusters
  Score: Raw -1184834.946655 + Penalty 3003.723632 = -1181831.223022
  nChanged 491
		SP:Iteration 5Q (7950.550000 sec): 3 clusters
  Score: Raw -1185101.305298 + Penalty 3003.723632 = -1182097.581666
  nChanged 353
		SP:Iteration 6Q (7950.580000 sec): 3 clusters
  Score: Raw -1185284.107867 + Penalty 3003.723632 = -1182280.384235
  nChanged 295
		SP:Iteration 7Q (7950.600000 sec): 3 clusters
  Score: Raw -1185441.076119 + Penalty 3003.723632 = -1182437.352487
  nChanged 241
		SP:Iteration 8Q (7950.630000 sec): 3 clusters
  Score: Raw -1185567.543545 + Penalty 3003.723632 = -1182563.819912
  nChanged 220
		SP:Iteration 9Q (7950.660000 sec): 3 clusters
  Score: Raw -1185696.645972 + Penalty 3003.723632 = -1182692.922340
  nChanged 207
		SP:Iteration 10Q (7950.680000 sec): 3 clusters
  Score: Raw -1185815.915608 + Penalty 3003.723632 = -1182812.191975
  nChanged 175
		SP:Iteration 11Q (7950.700000 sec): 3 clusters
  Score: Raw -1185909.135291 + Penalty 3003.723632 = -1182905.411659
  nChanged 138
		SP:Iteration 12Q (7950.730000 sec): 3 clusters
  Score: Raw -1185995.466034 + Penalty 3003.723632 = -1182991.742402
  nChanged 133
		SP:Iteration 13Q (7950.760000 sec): 3 clusters
  Score: Raw -1186076.896308 + Penalty 3003.723632 = -1183073.172676
  nChanged 100
		SP:Iteration 14Q (7950.780000 sec): 3 clusters
  Score: Raw -1186135.777446 + Penalty 3003.723632 = -1183132.053813
  nChanged 97
		SP:Iteration 15Q (7950.800000 sec): 3 clusters
  Score: Raw -1186190.453380 + Penalty 3003.723632 = -1183186.729748
  nChanged 77
		SP:Iteration 16Q (7950.830000 sec): 3 clusters
  Score: Raw -1186238.141676 + Penalty 3003.723632 = -1183234.418043
  nChanged 49
		SP:Iteration 17Q (7950.850000 sec): 3 clusters
  Score: Raw -1186266.070043 + Penalty 3003.723632 = -1183262.346411
  nChanged 28
		SP:Iteration 18Q (7950.870000 sec): 3 clusters
  Score: Raw -1186281.794640 + Penalty 3003.723632 = -1183278.071008
  nChanged 31
		SP:Iteration 19Q (7950.900000 sec): 3 clusters
  Score: Raw -1186299.323171 + Penalty 3003.723632 = -1183295.599538
  nChanged 28
		SP:Iteration 20F (7950.920000 sec): 3 clusters
  Score: Raw -1186318.998493 + Penalty 3003.723632 = -1183315.274860
  nChanged 38
		SP:Iteration 21Q (7950.950000 sec): 3 clusters
  Score: Raw -1186344.264031 + Penalty 3003.723632 = -1183340.540399
  nChanged 23
		SP:Iteration 22Q (7950.970000 sec): 3 clusters
  Score: Raw -1186363.223862 + Penalty 3003.723632 = -1183359.500230
  nChanged 25
		SP:Iteration 23Q (7950.990000 sec): 3 clusters
  Score: Raw -1186381.996350 + Penalty 3003.723632 = -1183378.272718
  nChanged 25
		SP:Iteration 24Q (7951.020000 sec): 3 clusters
  Score: Raw -1186406.056875 + Penalty 3003.723632 = -1183402.333243
  nChanged 21
		SP:Iteration 25Q (7951.040000 sec): 3 clusters
  Score: Raw -1186425.347071 + Penalty 3003.723632 = -1183421.623439
  nChanged 25
		SP:Iteration 26Q (7951.070000 sec): 3 clusters
  Score: Raw -1186441.162377 + Penalty 3003.723632 = -1183437.438744
  nChanged 20
		SP:Iteration 27Q (7951.090000 sec): 3 clusters
  Score: Raw -1186453.041743 + Penalty 3003.723632 = -1183449.318111
  nChanged 18
		SP:Iteration 28Q (7951.110000 sec): 3 clusters
  Score: Raw -1186465.804772 + Penalty 3003.723632 = -1183462.081140
  nChanged 17
		SP:Iteration 29Q (7951.130000 sec): 3 clusters
  Score: Raw -1186474.677888 + Penalty 3003.723632 = -1183470.954256
  nChanged 16
		SP:Iteration 30Q (7951.150000 sec): 3 clusters
  Score: Raw -1186491.413692 + Penalty 3003.723632 = -1183487.690060
  nChanged 15
		SP:Iteration 31Q (7951.170000 sec): 3 clusters
  Score: Raw -1186500.727978 + Penalty 3003.723632 = -1183497.004346
  nChanged 19
		SP:Iteration 32Q (7951.190000 sec): 3 clusters
  Score: Raw -1186510.778800 + Penalty 3003.723632 = -1183507.055167
  nChanged 14
		SP:Iteration 33Q (7951.210000 sec): 3 clusters
  Score: Raw -1186516.717801 + Penalty 3003.723632 = -1183512.994168
  nChanged 6
		SP:Iteration 34Q (7951.230000 sec): 3 clusters
  Score: Raw -1186520.046297 + Penalty 3003.723632 = -1183516.322665
  nChanged 2
		SP:Iteration 35Q (7951.240000 sec): 3 clusters
  Score: Raw -1186522.246389 + Penalty 3003.723632 = -1183518.522757
  nChanged 3
		SP:Iteration 36Q (7951.260000 sec): 3 clusters
  Score: Raw -1186523.077468 + Penalty 3003.723632 = -1183519.353835
  nChanged 3
		SP:Iteration 37Q (7951.280000 sec): 3 clusters
  Score: Raw -1186524.092220 + Penalty 3003.723632 = -1183520.368588
  nChanged 4
		SP:Iteration 38Q (7951.300000 sec): 3 clusters
  Score: Raw -1186525.608283 + Penalty 3003.723632 = -1183521.884651
  nChanged 5
		SP:Iteration 39Q (7951.320000 sec): 3 clusters
  Score: Raw -1186528.239145 + Penalty 3003.723632 = -1183524.515513
  nChanged 7
		SP:Iteration 40F (7951.350000 sec): 3 clusters
  Score: Raw -1186531.850034 + Penalty 3003.723632 = -1183528.126402
  nChanged 6
		SP:Iteration 41Q (7951.370000 sec): 3 clusters
  Score: Raw -1186534.419883 + Penalty 3003.723632 = -1183530.696251
  nChanged 2
		SP:Iteration 42Q (7951.390000 sec): 3 clusters
  Score: Raw -1186535.454250 + Penalty 3003.723632 = -1183531.730618
  nChanged 2
		SP:Iteration 43Q (7951.410000 sec): 3 clusters
  Score: Raw -1186536.336323 + Penalty 3003.723632 = -1183532.612691
  nChanged 5
		SP:Iteration 44Q (7951.430000 sec): 3 clusters
  Score: Raw -1186538.559212 + Penalty 3003.723632 = -1183534.835580
  nChanged 4
		SP:Iteration 45Q (7951.450000 sec): 3 clusters
  Score: Raw -1186541.108353 + Penalty 3003.723632 = -1183537.384721
  nChanged 2
		SP:Iteration 46Q (7951.480000 sec): 3 clusters
  Score: Raw -1186541.954976 + Penalty 3003.723632 = -1183538.231344
  nChanged 1
		SP:Iteration 47Q (7951.500000 sec): 3 clusters
  Score: Raw -1186542.322652 + Penalty 3003.723632 = -1183538.599020
  nChanged 2
		SP:Iteration 48Q (7951.520000 sec): 3 clusters
  Score: Raw -1186543.920735 + Penalty 3003.723632 = -1183540.197102
  nChanged 1
		SP:Iteration 49Q (7951.540000 sec): 3 clusters
  Score: Raw -1186544.816052 + Penalty 3003.723632 = -1183541.092419
  nChanged 1
		SP:Iteration 50Q (7951.550000 sec): 3 clusters
  Score: Raw -1186545.351928 + Penalty 3003.723632 = -1183541.628296
  nChanged 2
		SP:Iteration 51Q (7951.570000 sec): 3 clusters
  Score: Raw -1186546.305349 + Penalty 3003.723632 = -1183542.581717
  nChanged 2
		SP:Iteration 52Q (7951.590000 sec): 3 clusters
  Score: Raw -1186547.624138 + Penalty 3003.723632 = -1183543.900506
  nChanged 3
		SP:Iteration 53Q (7951.610000 sec): 3 clusters
  Score: Raw -1186548.719639 + Penalty 3003.723632 = -1183544.996007
  nChanged 1
		SP:Iteration 54Q (7951.630000 sec): 3 clusters
  Score: Raw -1186549.044425 + Penalty 3003.723632 = -1183545.320793
  nChanged 0
		SP:Iteration 55F (7951.670000 sec): 3 clusters
  Score: Raw -1186549.044425 + Penalty 3003.723632 = -1183545.320793
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7951.790000 sec): 2 clusters
  Score: Raw -3831917.773440 + Penalty 1702.678267 = -3830215.095174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7951.880000 sec): 3 clusters
  Score: Raw -3809548.894605 + Penalty 3405.356533 = -3806143.538071
  nChanged 16654
		SP:Iteration 1F (7951.970000 sec): 3 clusters
  Score: Raw -3819277.112477 + Penalty 3405.356533 = -3815871.755944
  nChanged 1824
		SP:Iteration 2F (7952.070000 sec): 3 clusters
  Score: Raw -3820124.498359 + Penalty 3405.356533 = -3816719.141826
  nChanged 1985
		SP:Iteration 3F (7952.160000 sec): 3 clusters
  Score: Raw -3821159.680398 + Penalty 3405.356533 = -3817754.323865
  nChanged 2003
		SP:Iteration 4F (7952.250000 sec): 3 clusters
  Score: Raw -3822181.957699 + Penalty 3405.356533 = -3818776.601166
  nChanged 1982
		SP:Iteration 5F (7952.340000 sec): 3 clusters
  Score: Raw -3823201.737428 + Penalty 3405.356533 = -3819796.380895
  nChanged 1995
		SP:Iteration 6F (7952.430000 sec): 3 clusters
  Score: Raw -3824295.801334 + Penalty 3405.356533 = -3820890.444801
  nChanged 1937
		SP:Iteration 7F (7952.530000 sec): 3 clusters
  Score: Raw -3825444.832551 + Penalty 3405.356533 = -3822039.476018
  nChanged 1884
		SP:Iteration 8F (7952.620000 sec): 3 clusters
  Score: Raw -3826649.644142 + Penalty 3405.356533 = -3823244.287609
  nChanged 1782
		SP:Iteration 9F (7952.710000 sec): 3 clusters
  Score: Raw -3827876.209732 + Penalty 3405.356533 = -3824470.853199
  nChanged 1642
		SP:Iteration 10Q (7952.810000 sec): 3 clusters
  Score: Raw -3829018.484057 + Penalty 3405.356533 = -3825613.127524
  nChanged 1377
		SP:Iteration 11Q (7952.900000 sec): 3 clusters
  Score: Raw -3829974.073535 + Penalty 3405.356533 = -3826568.717002
  nChanged 1122
		SP:Iteration 12Q (7952.990000 sec): 3 clusters
  Score: Raw -3830726.952449 + Penalty 3405.356533 = -3827321.595916
  nChanged 844
		SP:Iteration 13Q (7953.070000 sec): 3 clusters
  Score: Raw -3831261.073536 + Penalty 3405.356533 = -3827855.717003
  nChanged 617
		SP:Iteration 14Q (7953.150000 sec): 3 clusters
  Score: Raw -3831601.568031 + Penalty 3405.356533 = -3828196.211498
  nChanged 467
		SP:Iteration 15Q (7953.230000 sec): 3 clusters
  Score: Raw -3831821.717836 + Penalty 3405.356533 = -3828416.361303
  nChanged 358
		SP:Iteration 16Q (7953.300000 sec): 3 clusters
  Score: Raw -3831981.940613 + Penalty 3405.356533 = -3828576.584080
  nChanged 290
		SP:Iteration 17Q (7953.380000 sec): 3 clusters
  Score: Raw -3832099.615949 + Penalty 3405.356533 = -3828694.259416
  nChanged 250
		SP:Iteration 18Q (7953.460000 sec): 3 clusters
  Score: Raw -3832203.958387 + Penalty 3405.356533 = -3828798.601854
  nChanged 199
		SP:Iteration 19Q (7953.530000 sec): 3 clusters
  Score: Raw -3832281.355123 + Penalty 3405.356533 = -3828875.998590
  nChanged 173
		SP:Iteration 20F (7953.630000 sec): 3 clusters
  Score: Raw -3832345.169500 + Penalty 3405.356533 = -3828939.812967
  nChanged 134
		SP:Iteration 21Q (7953.700000 sec): 3 clusters
  Score: Raw -3832391.988248 + Penalty 3405.356533 = -3828986.631714
  nChanged 105
		SP:Iteration 22Q (7953.770000 sec): 3 clusters
  Score: Raw -3832431.518129 + Penalty 3405.356533 = -3829026.161596
  nChanged 98
		SP:Iteration 23Q (7953.840000 sec): 3 clusters
  Score: Raw -3832466.192270 + Penalty 3405.356533 = -3829060.835737
  nChanged 77
		SP:Iteration 24Q (7953.910000 sec): 3 clusters
  Score: Raw -3832488.863464 + Penalty 3405.356533 = -3829083.506931
  nChanged 73
		SP:Iteration 25Q (7953.990000 sec): 3 clusters
  Score: Raw -3832510.660793 + Penalty 3405.356533 = -3829105.304260
  nChanged 72
		SP:Iteration 26Q (7954.060000 sec): 3 clusters
  Score: Raw -3832534.563489 + Penalty 3405.356533 = -3829129.206956
  nChanged 52
		SP:Iteration 27Q (7954.130000 sec): 3 clusters
  Score: Raw -3832549.156811 + Penalty 3405.356533 = -3829143.800278
  nChanged 40
		SP:Iteration 28Q (7954.220000 sec): 3 clusters
  Score: Raw -3832561.213957 + Penalty 3405.356533 = -3829155.857424
  nChanged 34
		SP:Iteration 29Q (7954.300000 sec): 3 clusters
  Score: Raw -3832571.085553 + Penalty 3405.356533 = -3829165.729020
  nChanged 27
		SP:Iteration 30Q (7954.390000 sec): 3 clusters
  Score: Raw -3832577.667247 + Penalty 3405.356533 = -3829172.310714
  nChanged 23
		SP:Iteration 31Q (7954.460000 sec): 3 clusters
  Score: Raw -3832583.816187 + Penalty 3405.356533 = -3829178.459654
  nChanged 26
		SP:Iteration 32Q (7954.530000 sec): 3 clusters
  Score: Raw -3832589.799563 + Penalty 3405.356533 = -3829184.443030
  nChanged 20
		SP:Iteration 33Q (7954.600000 sec): 3 clusters
  Score: Raw -3832595.225117 + Penalty 3405.356533 = -3829189.868584
  nChanged 20
		SP:Iteration 34Q (7954.670000 sec): 3 clusters
  Score: Raw -3832600.189662 + Penalty 3405.356533 = -3829194.833129
  nChanged 12
		SP:Iteration 35Q (7954.740000 sec): 3 clusters
  Score: Raw -3832603.514939 + Penalty 3405.356533 = -3829198.158406
  nChanged 10
		SP:Iteration 36Q (7954.810000 sec): 3 clusters
  Score: Raw -3832605.464636 + Penalty 3405.356533 = -3829200.108103
  nChanged 5
		SP:Iteration 37Q (7954.880000 sec): 3 clusters
  Score: Raw -3832606.084924 + Penalty 3405.356533 = -3829200.728391
  nChanged 5
		SP:Iteration 38Q (7954.960000 sec): 3 clusters
  Score: Raw -3832607.336804 + Penalty 3405.356533 = -3829201.980270
  nChanged 4
		SP:Iteration 39Q (7955.040000 sec): 3 clusters
  Score: Raw -3832607.791008 + Penalty 3405.356533 = -3829202.434475
  nChanged 3
		SP:Iteration 40F (7955.130000 sec): 3 clusters
  Score: Raw -3832608.356950 + Penalty 3405.356533 = -3829203.000417
  nChanged 1
		SP:Iteration 41Q (7955.200000 sec): 3 clusters
  Score: Raw -3832608.430111 + Penalty 3405.356533 = -3829203.073578
  nChanged 0
		SP:Iteration 42F (7955.290000 sec): 3 clusters
  Score: Raw -3832608.430111 + Penalty 3405.356533 = -3829203.073578
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7955.410000 sec): 2 clusters
  Score: Raw -4298649.091166 + Penalty 1708.001301 = -4296941.089866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7955.520000 sec): 3 clusters
  Score: Raw -4275834.597770 + Penalty 3416.002602 = -4272418.595169
  nChanged 17014
		SP:Iteration 1F (7955.610000 sec): 3 clusters
  Score: Raw -4285571.656053 + Penalty 3416.002602 = -4282155.653452
  nChanged 1836
		SP:Iteration 2F (7955.710000 sec): 3 clusters
  Score: Raw -4286291.549375 + Penalty 3416.002602 = -4282875.546774
  nChanged 2045
		SP:Iteration 3F (7955.820000 sec): 3 clusters
  Score: Raw -4287367.348423 + Penalty 3416.002602 = -4283951.345822
  nChanged 2426
		SP:Iteration 4F (7955.910000 sec): 3 clusters
  Score: Raw -4288828.803310 + Penalty 3416.002602 = -4285412.800709
  nChanged 2501
		SP:Iteration 5F (7956.010000 sec): 3 clusters
  Score: Raw -4290381.876884 + Penalty 3416.002602 = -4286965.874283
  nChanged 2370
		SP:Iteration 6F (7956.110000 sec): 3 clusters
  Score: Raw -4291743.072789 + Penalty 3416.002602 = -4288327.070187
  nChanged 1961
		SP:Iteration 7F (7956.210000 sec): 3 clusters
  Score: Raw -4292842.784281 + Penalty 3416.002602 = -4289426.781679
  nChanged 1538
		SP:Iteration 8Q (7956.310000 sec): 3 clusters
  Score: Raw -4293686.198518 + Penalty 3416.002602 = -4290270.195916
  nChanged 1288
		SP:Iteration 9Q (7956.410000 sec): 3 clusters
  Score: Raw -4294411.831227 + Penalty 3416.002602 = -4290995.828625
  nChanged 1083
		SP:Iteration 10Q (7956.500000 sec): 3 clusters
  Score: Raw -4295006.760706 + Penalty 3416.002602 = -4291590.758104
  nChanged 909
		SP:Iteration 11Q (7956.600000 sec): 3 clusters
  Score: Raw -4295440.460613 + Penalty 3416.002602 = -4292024.458011
  nChanged 709
		SP:Iteration 12Q (7956.690000 sec): 3 clusters
  Score: Raw -4295719.278673 + Penalty 3416.002602 = -4292303.276071
  nChanged 545
		SP:Iteration 13Q (7956.780000 sec): 3 clusters
  Score: Raw -4295913.238814 + Penalty 3416.002602 = -4292497.236212
  nChanged 431
		SP:Iteration 14Q (7956.880000 sec): 3 clusters
  Score: Raw -4296066.467247 + Penalty 3416.002602 = -4292650.464645
  nChanged 419
		SP:Iteration 15Q (7956.970000 sec): 3 clusters
  Score: Raw -4296218.156613 + Penalty 3416.002602 = -4292802.154011
  nChanged 401
		SP:Iteration 16Q (7957.060000 sec): 3 clusters
  Score: Raw -4296372.380865 + Penalty 3416.002602 = -4292956.378264
  nChanged 417
		SP:Iteration 17Q (7957.150000 sec): 3 clusters
  Score: Raw -4296531.471169 + Penalty 3416.002602 = -4293115.468567
  nChanged 386
		SP:Iteration 18Q (7957.240000 sec): 3 clusters
  Score: Raw -4296676.986592 + Penalty 3416.002602 = -4293260.983990
  nChanged 372
		SP:Iteration 19Q (7957.330000 sec): 3 clusters
  Score: Raw -4296845.219308 + Penalty 3416.002602 = -4293429.216707
  nChanged 392
		SP:Iteration 20F (7957.420000 sec): 3 clusters
  Score: Raw -4297029.220704 + Penalty 3416.002602 = -4293613.218102
  nChanged 411
		SP:Iteration 21Q (7957.510000 sec): 3 clusters
  Score: Raw -4297221.131524 + Penalty 3416.002602 = -4293805.128922
  nChanged 389
		SP:Iteration 22Q (7957.600000 sec): 3 clusters
  Score: Raw -4297395.252063 + Penalty 3416.002602 = -4293979.249462
  nChanged 359
		SP:Iteration 23Q (7957.680000 sec): 3 clusters
  Score: Raw -4297553.983262 + Penalty 3416.002602 = -4294137.980661
  nChanged 324
		SP:Iteration 24Q (7957.770000 sec): 3 clusters
  Score: Raw -4297680.236112 + Penalty 3416.002602 = -4294264.233510
  nChanged 304
		SP:Iteration 25Q (7957.850000 sec): 3 clusters
  Score: Raw -4297781.673469 + Penalty 3416.002602 = -4294365.670867
  nChanged 261
		SP:Iteration 26Q (7957.940000 sec): 3 clusters
  Score: Raw -4297864.876818 + Penalty 3416.002602 = -4294448.874216
  nChanged 215
		SP:Iteration 27Q (7958.020000 sec): 3 clusters
  Score: Raw -4297925.623950 + Penalty 3416.002602 = -4294509.621349
  nChanged 200
		SP:Iteration 28Q (7958.100000 sec): 3 clusters
  Score: Raw -4297980.614519 + Penalty 3416.002602 = -4294564.611918
  nChanged 191
		SP:Iteration 29Q (7958.180000 sec): 3 clusters
  Score: Raw -4298028.020034 + Penalty 3416.002602 = -4294612.017432
  nChanged 173
		SP:Iteration 30Q (7958.270000 sec): 3 clusters
  Score: Raw -4298068.341423 + Penalty 3416.002602 = -4294652.338822
  nChanged 163
		SP:Iteration 31Q (7958.350000 sec): 3 clusters
  Score: Raw -4298106.197867 + Penalty 3416.002602 = -4294690.195266
  nChanged 158
		SP:Iteration 32Q (7958.430000 sec): 3 clusters
  Score: Raw -4298144.039872 + Penalty 3416.002602 = -4294728.037271
  nChanged 144
		SP:Iteration 33Q (7958.510000 sec): 3 clusters
  Score: Raw -4298180.876996 + Penalty 3416.002602 = -4294764.874395
  nChanged 173
		SP:Iteration 34Q (7958.590000 sec): 3 clusters
  Score: Raw -4298226.629333 + Penalty 3416.002602 = -4294810.626731
  nChanged 153
		SP:Iteration 35Q (7958.660000 sec): 3 clusters
  Score: Raw -4298263.736620 + Penalty 3416.002602 = -4294847.734019
  nChanged 148
		SP:Iteration 36Q (7958.740000 sec): 3 clusters
  Score: Raw -4298302.002074 + Penalty 3416.002602 = -4294885.999472
  nChanged 146
		SP:Iteration 37Q (7958.820000 sec): 3 clusters
  Score: Raw -4298341.742078 + Penalty 3416.002602 = -4294925.739476
  nChanged 133
		SP:Iteration 38Q (7958.900000 sec): 3 clusters
  Score: Raw -4298373.859114 + Penalty 3416.002602 = -4294957.856512
  nChanged 122
		SP:Iteration 39Q (7958.980000 sec): 3 clusters
  Score: Raw -4298403.492465 + Penalty 3416.002602 = -4294987.489863
  nChanged 117
		SP:Iteration 40F (7959.070000 sec): 3 clusters
  Score: Raw -4298437.697418 + Penalty 3416.002602 = -4295021.694816
  nChanged 139
		SP:Iteration 41Q (7959.140000 sec): 3 clusters
  Score: Raw -4298482.887971 + Penalty 3416.002602 = -4295066.885369
  nChanged 137
		SP:Iteration 42Q (7959.220000 sec): 3 clusters
  Score: Raw -4298526.332814 + Penalty 3416.002602 = -4295110.330213
  nChanged 122
		SP:Iteration 43Q (7959.300000 sec): 3 clusters
  Score: Raw -4298562.311339 + Penalty 3416.002602 = -4295146.308737
  nChanged 125
		SP:Iteration 44Q (7959.410000 sec): 3 clusters
  Score: Raw -4298601.710992 + Penalty 3416.002602 = -4295185.708391
  nChanged 117
		SP:Iteration 45Q (7959.480000 sec): 3 clusters
  Score: Raw -4298633.772780 + Penalty 3416.002602 = -4295217.770179
  nChanged 95
		SP:Iteration 46Q (7959.560000 sec): 3 clusters
  Score: Raw -4298659.238882 + Penalty 3416.002602 = -4295243.236280
  nChanged 91
		SP:Iteration 47Q (7959.630000 sec): 3 clusters
  Score: Raw -4298687.512951 + Penalty 3416.002602 = -4295271.510349
  nChanged 92
		SP:Iteration 48Q (7959.710000 sec): 3 clusters
  Score: Raw -4298718.530236 + Penalty 3416.002602 = -4295302.527635
  nChanged 111
		SP:Iteration 49Q (7959.790000 sec): 3 clusters
  Score: Raw -4298760.490824 + Penalty 3416.002602 = -4295344.488222
  nChanged 106
		SP:Iteration 50Q (7959.860000 sec): 3 clusters
  Score: Raw -4298803.595066 + Penalty 3416.002602 = -4295387.592464
  nChanged 101
		SP:Iteration 51Q (7959.930000 sec): 3 clusters
  Score: Raw -4298836.604797 + Penalty 3416.002602 = -4295420.602196
  nChanged 94
		SP:Iteration 52Q (7960.010000 sec): 3 clusters
  Score: Raw -4298866.537153 + Penalty 3416.002602 = -4295450.534552
  nChanged 84
		SP:Iteration 53Q (7960.080000 sec): 3 clusters
  Score: Raw -4298896.054360 + Penalty 3416.002602 = -4295480.051758
  nChanged 83
		SP:Iteration 54Q (7960.160000 sec): 3 clusters
  Score: Raw -4298923.263575 + Penalty 3416.002602 = -4295507.260973
  nChanged 85
		SP:Iteration 55Q (7960.230000 sec): 3 clusters
  Score: Raw -4298953.716004 + Penalty 3416.002602 = -4295537.713403
  nChanged 81
		SP:Iteration 56Q (7960.310000 sec): 3 clusters
  Score: Raw -4298982.324436 + Penalty 3416.002602 = -4295566.321834
  nChanged 74
		SP:Iteration 57Q (7960.380000 sec): 3 clusters
  Score: Raw -4299009.970322 + Penalty 3416.002602 = -4295593.967720
  nChanged 75
		SP:Iteration 58Q (7960.450000 sec): 3 clusters
  Score: Raw -4299033.352289 + Penalty 3416.002602 = -4295617.349688
  nChanged 67
		SP:Iteration 59Q (7960.520000 sec): 3 clusters
  Score: Raw -4299057.775589 + Penalty 3416.002602 = -4295641.772988
  nChanged 67
		SP:Iteration 60F (7960.620000 sec): 3 clusters
  Score: Raw -4299076.954414 + Penalty 3416.002602 = -4295660.951813
  nChanged 54
		SP:Iteration 61Q (7960.690000 sec): 3 clusters
  Score: Raw -4299097.635910 + Penalty 3416.002602 = -4295681.633308
  nChanged 56
		SP:Iteration 62Q (7960.760000 sec): 3 clusters
  Score: Raw -4299117.497158 + Penalty 3416.002602 = -4295701.494556
  nChanged 44
		SP:Iteration 63Q (7960.830000 sec): 3 clusters
  Score: Raw -4299128.991337 + Penalty 3416.002602 = -4295712.988735
  nChanged 31
		SP:Iteration 64Q (7960.900000 sec): 3 clusters
  Score: Raw -4299140.789529 + Penalty 3416.002602 = -4295724.786927
  nChanged 43
		SP:Iteration 65Q (7960.970000 sec): 3 clusters
  Score: Raw -4299156.518899 + Penalty 3416.002602 = -4295740.516297
  nChanged 43
		SP:Iteration 66Q (7961.040000 sec): 3 clusters
  Score: Raw -4299168.732011 + Penalty 3416.002602 = -4295752.729410
  nChanged 37
		SP:Iteration 67Q (7961.110000 sec): 3 clusters
  Score: Raw -4299176.674068 + Penalty 3416.002602 = -4295760.671466
  nChanged 30
		SP:Iteration 68Q (7961.190000 sec): 3 clusters
  Score: Raw -4299182.933852 + Penalty 3416.002602 = -4295766.931250
  nChanged 23
		SP:Iteration 69Q (7961.260000 sec): 3 clusters
  Score: Raw -4299187.402184 + Penalty 3416.002602 = -4295771.399582
  nChanged 21
		SP:Iteration 70Q (7961.330000 sec): 3 clusters
  Score: Raw -4299192.869304 + Penalty 3416.002602 = -4295776.866702
  nChanged 18
		SP:Iteration 71Q (7961.400000 sec): 3 clusters
  Score: Raw -4299196.386648 + Penalty 3416.002602 = -4295780.384047
  nChanged 15
		SP:Iteration 72Q (7961.470000 sec): 3 clusters
  Score: Raw -4299199.342790 + Penalty 3416.002602 = -4295783.340188
  nChanged 17
		SP:Iteration 73Q (7961.540000 sec): 3 clusters
  Score: Raw -4299204.027405 + Penalty 3416.002602 = -4295788.024803
  nChanged 17
		SP:Iteration 74Q (7961.610000 sec): 3 clusters
  Score: Raw -4299208.667831 + Penalty 3416.002602 = -4295792.665229
  nChanged 17
		SP:Iteration 75Q (7961.680000 sec): 3 clusters
  Score: Raw -4299212.829705 + Penalty 3416.002602 = -4295796.827103
  nChanged 17
		SP:Iteration 76Q (7961.750000 sec): 3 clusters
  Score: Raw -4299215.525080 + Penalty 3416.002602 = -4295799.522479
  nChanged 15
		SP:Iteration 77Q (7961.820000 sec): 3 clusters
  Score: Raw -4299218.401589 + Penalty 3416.002602 = -4295802.398987
  nChanged 7
		SP:Iteration 78Q (7961.890000 sec): 3 clusters
  Score: Raw -4299219.619385 + Penalty 3416.002602 = -4295803.616784
  nChanged 11
		SP:Iteration 79Q (7961.960000 sec): 3 clusters
  Score: Raw -4299221.869984 + Penalty 3416.002602 = -4295805.867382
  nChanged 11
		SP:Iteration 80F (7962.060000 sec): 3 clusters
  Score: Raw -4299224.638011 + Penalty 3416.002602 = -4295808.635409
  nChanged 11
		SP:Iteration 81Q (7962.130000 sec): 3 clusters
  Score: Raw -4299226.327223 + Penalty 3416.002602 = -4295810.324622
  nChanged 9
		SP:Iteration 82Q (7962.190000 sec): 3 clusters
  Score: Raw -4299228.093361 + Penalty 3416.002602 = -4295812.090759
  nChanged 11
		SP:Iteration 83Q (7962.270000 sec): 3 clusters
  Score: Raw -4299230.873834 + Penalty 3416.002602 = -4295814.871232
  nChanged 10
		SP:Iteration 84Q (7962.330000 sec): 3 clusters
  Score: Raw -4299232.567851 + Penalty 3416.002602 = -4295816.565249
  nChanged 13
		SP:Iteration 85Q (7962.410000 sec): 3 clusters
  Score: Raw -4299234.554336 + Penalty 3416.002602 = -4295818.551735
  nChanged 5
		SP:Iteration 86Q (7962.470000 sec): 3 clusters
  Score: Raw -4299235.620923 + Penalty 3416.002602 = -4295819.618322
  nChanged 6
		SP:Iteration 87Q (7962.540000 sec): 3 clusters
  Score: Raw -4299236.549462 + Penalty 3416.002602 = -4295820.546860
  nChanged 7
		SP:Iteration 88Q (7962.610000 sec): 3 clusters
  Score: Raw -4299237.642597 + Penalty 3416.002602 = -4295821.639995
  nChanged 7
		SP:Iteration 89Q (7962.680000 sec): 3 clusters
  Score: Raw -4299239.373070 + Penalty 3416.002602 = -4295823.370469
  nChanged 10
		SP:Iteration 90Q (7962.750000 sec): 3 clusters
  Score: Raw -4299241.248943 + Penalty 3416.002602 = -4295825.246341
  nChanged 8
		SP:Iteration 91Q (7962.820000 sec): 3 clusters
  Score: Raw -4299242.676982 + Penalty 3416.002602 = -4295826.674380
  nChanged 10
		SP:Iteration 92Q (7962.890000 sec): 3 clusters
  Score: Raw -4299245.455795 + Penalty 3416.002602 = -4295829.453194
  nChanged 6
		SP:Iteration 93Q (7962.960000 sec): 3 clusters
  Score: Raw -4299246.470486 + Penalty 3416.002602 = -4295830.467885
  nChanged 5
		SP:Iteration 94Q (7963.030000 sec): 3 clusters
  Score: Raw -4299247.063653 + Penalty 3416.002602 = -4295831.061052
  nChanged 7
		SP:Iteration 95Q (7963.090000 sec): 3 clusters
  Score: Raw -4299248.068918 + Penalty 3416.002602 = -4295832.066317
  nChanged 6
		SP:Iteration 96Q (7963.160000 sec): 3 clusters
  Score: Raw -4299248.718019 + Penalty 3416.002602 = -4295832.715417
  nChanged 2
		SP:Iteration 97Q (7963.230000 sec): 3 clusters
  Score: Raw -4299249.033515 + Penalty 3416.002602 = -4295833.030914
  nChanged 3
		SP:Iteration 98Q (7963.300000 sec): 3 clusters
  Score: Raw -4299249.487919 + Penalty 3416.002602 = -4295833.485317
  nChanged 2
		SP:Iteration 99Q (7963.380000 sec): 3 clusters
  Score: Raw -4299249.639964 + Penalty 3416.002602 = -4295833.637363
  nChanged 2
		SP:Iteration 100F (7963.470000 sec): 3 clusters
  Score: Raw -4299249.888254 + Penalty 3416.002602 = -4295833.885652
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7963.530000 sec): 2 clusters
  Score: Raw -1420738.084942 + Penalty 1531.714520 = -1419206.370422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7963.570000 sec): 3 clusters
  Score: Raw -1413625.463586 + Penalty 3063.429039 = -1410562.034547
  nChanged 5411
		SP:Iteration 1F (7963.600000 sec): 3 clusters
  Score: Raw -1416669.367197 + Penalty 3063.429039 = -1413605.938157
  nChanged 892
		SP:Iteration 2F (7963.630000 sec): 3 clusters
  Score: Raw -1417239.259471 + Penalty 3063.429039 = -1414175.830432
  nChanged 916
		SP:Iteration 3F (7963.670000 sec): 3 clusters
  Score: Raw -1417863.539525 + Penalty 3063.429039 = -1414800.110485
  nChanged 836
		SP:Iteration 4F (7963.700000 sec): 3 clusters
  Score: Raw -1418345.405049 + Penalty 3063.429039 = -1415281.976010
  nChanged 698
		SP:Iteration 5F (7963.730000 sec): 3 clusters
  Score: Raw -1418726.555491 + Penalty 3063.429039 = -1415663.126452
  nChanged 578
		SP:Iteration 6Q (7963.760000 sec): 3 clusters
  Score: Raw -1419005.681391 + Penalty 3063.429039 = -1415942.252352
  nChanged 463
		SP:Iteration 7Q (7963.790000 sec): 3 clusters
  Score: Raw -1419192.832072 + Penalty 3063.429039 = -1416129.403033
  nChanged 378
		SP:Iteration 8Q (7963.830000 sec): 3 clusters
  Score: Raw -1419342.233352 + Penalty 3063.429039 = -1416278.804313
  nChanged 330
		SP:Iteration 9Q (7963.860000 sec): 3 clusters
  Score: Raw -1419455.989523 + Penalty 3063.429039 = -1416392.560484
  nChanged 271
		SP:Iteration 10Q (7963.890000 sec): 3 clusters
  Score: Raw -1419541.096602 + Penalty 3063.429039 = -1416477.667563
  nChanged 223
		SP:Iteration 11Q (7963.930000 sec): 3 clusters
  Score: Raw -1419615.429715 + Penalty 3063.429039 = -1416552.000676
  nChanged 209
		SP:Iteration 12Q (7963.960000 sec): 3 clusters
  Score: Raw -1419688.457484 + Penalty 3063.429039 = -1416625.028445
  nChanged 206
		SP:Iteration 13Q (7963.990000 sec): 3 clusters
  Score: Raw -1419748.724085 + Penalty 3063.429039 = -1416685.295046
  nChanged 179
		SP:Iteration 14Q (7964.030000 sec): 3 clusters
  Score: Raw -1419801.038851 + Penalty 3063.429039 = -1416737.609812
  nChanged 170
		SP:Iteration 15Q (7964.070000 sec): 3 clusters
  Score: Raw -1419853.807054 + Penalty 3063.429039 = -1416790.378015
  nChanged 184
		SP:Iteration 16Q (7964.110000 sec): 3 clusters
  Score: Raw -1419912.727187 + Penalty 3063.429039 = -1416849.298147
  nChanged 186
		SP:Iteration 17Q (7964.140000 sec): 3 clusters
  Score: Raw -1419978.347685 + Penalty 3063.429039 = -1416914.918646
  nChanged 193
		SP:Iteration 18Q (7964.170000 sec): 3 clusters
  Score: Raw -1420056.257272 + Penalty 3063.429039 = -1416992.828233
  nChanged 231
		SP:Iteration 19Q (7964.200000 sec): 3 clusters
  Score: Raw -1420153.247554 + Penalty 3063.429039 = -1417089.818515
  nChanged 200
		SP:Iteration 20F (7964.230000 sec): 3 clusters
  Score: Raw -1420242.833080 + Penalty 3063.429039 = -1417179.404040
  nChanged 195
		SP:Iteration 21Q (7964.260000 sec): 3 clusters
  Score: Raw -1420328.022195 + Penalty 3063.429039 = -1417264.593156
  nChanged 172
		SP:Iteration 22Q (7964.290000 sec): 3 clusters
  Score: Raw -1420407.070532 + Penalty 3063.429039 = -1417343.641492
  nChanged 187
		SP:Iteration 23Q (7964.330000 sec): 3 clusters
  Score: Raw -1420507.620550 + Penalty 3063.429039 = -1417444.191511
  nChanged 162
		SP:Iteration 24Q (7964.360000 sec): 3 clusters
  Score: Raw -1420605.539625 + Penalty 3063.429039 = -1417542.110585
  nChanged 140
		SP:Iteration 25Q (7964.390000 sec): 3 clusters
  Score: Raw -1420682.514436 + Penalty 3063.429039 = -1417619.085396
  nChanged 110
		SP:Iteration 26Q (7964.420000 sec): 3 clusters
  Score: Raw -1420748.272787 + Penalty 3063.429039 = -1417684.843747
  nChanged 98
		SP:Iteration 27Q (7964.450000 sec): 3 clusters
  Score: Raw -1420806.743507 + Penalty 3063.429039 = -1417743.314468
  nChanged 84
		SP:Iteration 28Q (7964.480000 sec): 3 clusters
  Score: Raw -1420852.266887 + Penalty 3063.429039 = -1417788.837848
  nChanged 53
		SP:Iteration 29Q (7964.510000 sec): 3 clusters
  Score: Raw -1420885.495617 + Penalty 3063.429039 = -1417822.066578
  nChanged 47
		SP:Iteration 30Q (7964.540000 sec): 3 clusters
  Score: Raw -1420913.152973 + Penalty 3063.429039 = -1417849.723934
  nChanged 43
		SP:Iteration 31Q (7964.570000 sec): 3 clusters
  Score: Raw -1420935.544798 + Penalty 3063.429039 = -1417872.115759
  nChanged 28
		SP:Iteration 32Q (7964.600000 sec): 3 clusters
  Score: Raw -1420953.512469 + Penalty 3063.429039 = -1417890.083430
  nChanged 29
		SP:Iteration 33Q (7964.630000 sec): 3 clusters
  Score: Raw -1420969.228364 + Penalty 3063.429039 = -1417905.799325
  nChanged 22
		SP:Iteration 34Q (7964.660000 sec): 3 clusters
  Score: Raw -1420979.283510 + Penalty 3063.429039 = -1417915.854471
  nChanged 15
		SP:Iteration 35Q (7964.680000 sec): 3 clusters
  Score: Raw -1420985.574948 + Penalty 3063.429039 = -1417922.145909
  nChanged 12
		SP:Iteration 36Q (7964.710000 sec): 3 clusters
  Score: Raw -1420992.757216 + Penalty 3063.429039 = -1417929.328177
  nChanged 16
		SP:Iteration 37Q (7964.740000 sec): 3 clusters
  Score: Raw -1420999.474046 + Penalty 3063.429039 = -1417936.045006
  nChanged 7
		SP:Iteration 38Q (7964.760000 sec): 3 clusters
  Score: Raw -1421002.980572 + Penalty 3063.429039 = -1417939.551533
  nChanged 8
		SP:Iteration 39Q (7964.790000 sec): 3 clusters
  Score: Raw -1421006.873667 + Penalty 3063.429039 = -1417943.444627
  nChanged 5
		SP:Iteration 40F (7964.820000 sec): 3 clusters
  Score: Raw -1421008.495188 + Penalty 3063.429039 = -1417945.066149
  nChanged 3
		SP:Iteration 41Q (7964.850000 sec): 3 clusters
  Score: Raw -1421010.191115 + Penalty 3063.429039 = -1417946.762076
  nChanged 7
		SP:Iteration 42Q (7964.870000 sec): 3 clusters
  Score: Raw -1421013.244143 + Penalty 3063.429039 = -1417949.815103
  nChanged 3
		SP:Iteration 43Q (7964.900000 sec): 3 clusters
  Score: Raw -1421014.771623 + Penalty 3063.429039 = -1417951.342584
  nChanged 2
		SP:Iteration 44Q (7964.920000 sec): 3 clusters
  Score: Raw -1421015.706775 + Penalty 3063.429039 = -1417952.277735
  nChanged 1
		SP:Iteration 45Q (7964.950000 sec): 3 clusters
  Score: Raw -1421016.087984 + Penalty 3063.429039 = -1417952.658945
  nChanged 1
		SP:Iteration 46Q (7964.970000 sec): 3 clusters
  Score: Raw -1421016.519415 + Penalty 3063.429039 = -1417953.090376
  nChanged 1
		SP:Iteration 47Q (7965.000000 sec): 3 clusters
  Score: Raw -1421017.106034 + Penalty 3063.429039 = -1417953.676995
  nChanged 1
		SP:Iteration 48Q (7965.030000 sec): 3 clusters
  Score: Raw -1421017.436155 + Penalty 3063.429039 = -1417954.007116
  nChanged 1
		SP:Iteration 49Q (7965.050000 sec): 3 clusters
  Score: Raw -1421017.653085 + Penalty 3063.429039 = -1417954.224046
  nChanged 0
		SP:Iteration 50F (7965.080000 sec): 3 clusters
  Score: Raw -1421017.653085 + Penalty 3063.429039 = -1417954.224046
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7965.260000 sec): 2 clusters
  Score: Raw -6126559.551457 + Penalty 1765.965848 = -6124793.585608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7965.400000 sec): 3 clusters
  Score: Raw -6093463.695290 + Penalty 3531.931697 = -6089931.763593
  nChanged 24555
		SP:Iteration 1F (7965.540000 sec): 3 clusters
  Score: Raw -6107527.406407 + Penalty 3531.931697 = -6103995.474710
  nChanged 2422
		SP:Iteration 2Q (7965.680000 sec): 3 clusters
  Score: Raw -6108536.396292 + Penalty 3531.931697 = -6105004.464595
  nChanged 2731
		SP:Iteration 3F (7965.820000 sec): 3 clusters
  Score: Raw -6110082.849480 + Penalty 3531.931697 = -6106550.917783
  nChanged 3183
		SP:Iteration 4F (7965.960000 sec): 3 clusters
  Score: Raw -6112362.707012 + Penalty 3531.931697 = -6108830.775315
  nChanged 3462
		SP:Iteration 5F (7966.100000 sec): 3 clusters
  Score: Raw -6115020.974944 + Penalty 3531.931697 = -6111489.043247
  nChanged 3318
		SP:Iteration 6F (7966.230000 sec): 3 clusters
  Score: Raw -6117502.173716 + Penalty 3531.931697 = -6113970.242019
  nChanged 2891
		SP:Iteration 7F (7966.370000 sec): 3 clusters
  Score: Raw -6119601.314141 + Penalty 3531.931697 = -6116069.382444
  nChanged 2348
		SP:Iteration 8Q (7966.500000 sec): 3 clusters
  Score: Raw -6121261.499982 + Penalty 3531.931697 = -6117729.568285
  nChanged 1901
		SP:Iteration 9Q (7966.630000 sec): 3 clusters
  Score: Raw -6122623.697537 + Penalty 3531.931697 = -6119091.765840
  nChanged 1489
		SP:Iteration 10Q (7966.750000 sec): 3 clusters
  Score: Raw -6123594.758682 + Penalty 3531.931697 = -6120062.826985
  nChanged 1129
		SP:Iteration 11Q (7966.870000 sec): 3 clusters
  Score: Raw -6124304.939265 + Penalty 3531.931697 = -6120773.007568
  nChanged 915
		SP:Iteration 12Q (7966.980000 sec): 3 clusters
  Score: Raw -6124865.018835 + Penalty 3531.931697 = -6121333.087138
  nChanged 722
		SP:Iteration 13Q (7967.100000 sec): 3 clusters
  Score: Raw -6125298.058837 + Penalty 3531.931697 = -6121766.127140
  nChanged 573
		SP:Iteration 14Q (7967.210000 sec): 3 clusters
  Score: Raw -6125634.681302 + Penalty 3531.931697 = -6122102.749605
  nChanged 480
		SP:Iteration 15Q (7967.310000 sec): 3 clusters
  Score: Raw -6125926.300656 + Penalty 3531.931697 = -6122394.368959
  nChanged 396
		SP:Iteration 16Q (7967.420000 sec): 3 clusters
  Score: Raw -6126166.096629 + Penalty 3531.931697 = -6122634.164932
  nChanged 292
		SP:Iteration 17Q (7967.520000 sec): 3 clusters
  Score: Raw -6126334.235262 + Penalty 3531.931697 = -6122802.303565
  nChanged 231
		SP:Iteration 18Q (7967.620000 sec): 3 clusters
  Score: Raw -6126453.568633 + Penalty 3531.931697 = -6122921.636936
  nChanged 195
		SP:Iteration 19Q (7967.720000 sec): 3 clusters
  Score: Raw -6126559.018406 + Penalty 3531.931697 = -6123027.086709
  nChanged 138
		SP:Iteration 20F (7967.860000 sec): 3 clusters
  Score: Raw -6126624.210453 + Penalty 3531.931697 = -6123092.278756
  nChanged 106
		SP:Iteration 21Q (7967.960000 sec): 3 clusters
  Score: Raw -6126676.844589 + Penalty 3531.931697 = -6123144.912892
  nChanged 67
		SP:Iteration 22Q (7968.050000 sec): 3 clusters
  Score: Raw -6126714.820354 + Penalty 3531.931697 = -6123182.888657
  nChanged 59
		SP:Iteration 23Q (7968.150000 sec): 3 clusters
  Score: Raw -6126748.891163 + Penalty 3531.931697 = -6123216.959466
  nChanged 44
		SP:Iteration 24Q (7968.250000 sec): 3 clusters
  Score: Raw -6126772.090108 + Penalty 3531.931697 = -6123240.158411
  nChanged 43
		SP:Iteration 25Q (7968.350000 sec): 3 clusters
  Score: Raw -6126796.629287 + Penalty 3531.931697 = -6123264.697590
  nChanged 35
		SP:Iteration 26Q (7968.440000 sec): 3 clusters
  Score: Raw -6126811.979531 + Penalty 3531.931697 = -6123280.047835
  nChanged 17
		SP:Iteration 27Q (7968.540000 sec): 3 clusters
  Score: Raw -6126820.601835 + Penalty 3531.931697 = -6123288.670138
  nChanged 8
		SP:Iteration 28Q (7968.630000 sec): 3 clusters
  Score: Raw -6126824.455726 + Penalty 3531.931697 = -6123292.524029
  nChanged 6
		SP:Iteration 29Q (7968.730000 sec): 3 clusters
  Score: Raw -6126826.559078 + Penalty 3531.931697 = -6123294.627381
  nChanged 3
		SP:Iteration 30Q (7968.830000 sec): 3 clusters
  Score: Raw -6126828.285387 + Penalty 3531.931697 = -6123296.353690
  nChanged 4
		SP:Iteration 31Q (7968.930000 sec): 3 clusters
  Score: Raw -6126830.004288 + Penalty 3531.931697 = -6123298.072591
  nChanged 4
		SP:Iteration 32Q (7969.020000 sec): 3 clusters
  Score: Raw -6126831.037803 + Penalty 3531.931697 = -6123299.106106
  nChanged 4
		SP:Iteration 33Q (7969.120000 sec): 3 clusters
  Score: Raw -6126832.106410 + Penalty 3531.931697 = -6123300.174713
  nChanged 1
		SP:Iteration 34Q (7969.210000 sec): 3 clusters
  Score: Raw -6126832.591135 + Penalty 3531.931697 = -6123300.659438
  nChanged 2
		SP:Iteration 35Q (7969.310000 sec): 3 clusters
  Score: Raw -6126833.161113 + Penalty 3531.931697 = -6123301.229416
  nChanged 1
		SP:Iteration 36Q (7969.410000 sec): 3 clusters
  Score: Raw -6126833.682642 + Penalty 3531.931697 = -6123301.750945
  nChanged 0
		SP:Iteration 37F (7969.550000 sec): 3 clusters
  Score: Raw -6126833.682642 + Penalty 3531.931697 = -6123301.750945
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (1867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7969.580000 sec): 2 clusters
  Score: Raw -203888.228980 + Penalty 1223.964323 = -202664.264656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7969.590000 sec): 3 clusters
  Score: Raw -203130.876187 + Penalty 2447.928647 = -200682.947540
  nChanged 623
		SP:Iteration 1F (7969.590000 sec): 3 clusters
  Score: Raw -203578.117854 + Penalty 2447.928647 = -201130.189208
  nChanged 153
		SP:Iteration 2F (7969.600000 sec): 3 clusters
  Score: Raw -203688.131890 + Penalty 2447.928647 = -201240.203243
  nChanged 94
		SP:Iteration 3F (7969.610000 sec): 3 clusters
  Score: Raw -203745.971040 + Penalty 2447.928647 = -201298.042393
  nChanged 45
		SP:Iteration 4Q (7969.610000 sec): 3 clusters
  Score: Raw -203773.078114 + Penalty 2447.928647 = -201325.149467
  nChanged 42
		SP:Iteration 5Q (7969.620000 sec): 3 clusters
  Score: Raw -203793.318551 + Penalty 2447.928647 = -201345.389904
  nChanged 35
		SP:Iteration 6Q (7969.620000 sec): 3 clusters
  Score: Raw -203812.376052 + Penalty 2447.928647 = -201364.447406
  nChanged 34
		SP:Iteration 7Q (7969.630000 sec): 3 clusters
  Score: Raw -203834.103826 + Penalty 2447.928647 = -201386.175179
  nChanged 25
		SP:Iteration 8Q (7969.630000 sec): 3 clusters
  Score: Raw -203850.463498 + Penalty 2447.928647 = -201402.534852
  nChanged 26
		SP:Iteration 9Q (7969.640000 sec): 3 clusters
  Score: Raw -203866.210031 + Penalty 2447.928647 = -201418.281385
  nChanged 29
		SP:Iteration 10Q (7969.640000 sec): 3 clusters
  Score: Raw -203883.372635 + Penalty 2447.928647 = -201435.443989
  nChanged 20
		SP:Iteration 11Q (7969.650000 sec): 3 clusters
  Score: Raw -203896.130335 + Penalty 2447.928647 = -201448.201688
  nChanged 19
		SP:Iteration 12Q (7969.650000 sec): 3 clusters
  Score: Raw -203906.857692 + Penalty 2447.928647 = -201458.929045
  nChanged 12
		SP:Iteration 13Q (7969.650000 sec): 3 clusters
  Score: Raw -203913.332136 + Penalty 2447.928647 = -201465.403490
  nChanged 15
		SP:Iteration 14Q (7969.660000 sec): 3 clusters
  Score: Raw -203921.537293 + Penalty 2447.928647 = -201473.608647
  nChanged 15
		SP:Iteration 15Q (7969.660000 sec): 3 clusters
  Score: Raw -203928.490974 + Penalty 2447.928647 = -201480.562327
  nChanged 9
		SP:Iteration 16Q (7969.670000 sec): 3 clusters
  Score: Raw -203934.048343 + Penalty 2447.928647 = -201486.119696
  nChanged 12
		SP:Iteration 17Q (7969.670000 sec): 3 clusters
  Score: Raw -203942.168638 + Penalty 2447.928647 = -201494.239991
  nChanged 16
		SP:Iteration 18Q (7969.670000 sec): 3 clusters
  Score: Raw -203952.282329 + Penalty 2447.928647 = -201504.353683
  nChanged 14
		SP:Iteration 19Q (7969.680000 sec): 3 clusters
  Score: Raw -203958.411118 + Penalty 2447.928647 = -201510.482471
  nChanged 6
		SP:Iteration 20F (7969.680000 sec): 3 clusters
  Score: Raw -203960.398940 + Penalty 2447.928647 = -201512.470293
  nChanged 5
		SP:Iteration 21Q (7969.690000 sec): 3 clusters
  Score: Raw -203962.982355 + Penalty 2447.928647 = -201515.053708
  nChanged 9
		SP:Iteration 22Q (7969.690000 sec): 3 clusters
  Score: Raw -203967.573561 + Penalty 2447.928647 = -201519.644914
  nChanged 6
		SP:Iteration 23Q (7969.700000 sec): 3 clusters
  Score: Raw -203970.547715 + Penalty 2447.928647 = -201522.619069
  nChanged 7
		SP:Iteration 24Q (7969.700000 sec): 3 clusters
  Score: Raw -203973.307591 + Penalty 2447.928647 = -201525.378944
  nChanged 6
		SP:Iteration 25Q (7969.710000 sec): 3 clusters
  Score: Raw -203976.443872 + Penalty 2447.928647 = -201528.515226
  nChanged 7
		SP:Iteration 26Q (7969.710000 sec): 3 clusters
  Score: Raw -203980.163177 + Penalty 2447.928647 = -201532.234530
  nChanged 6
		SP:Iteration 27Q (7969.710000 sec): 3 clusters
  Score: Raw -203982.861960 + Penalty 2447.928647 = -201534.933313
  nChanged 5
		SP:Iteration 28Q (7969.720000 sec): 3 clusters
  Score: Raw -203984.483348 + Penalty 2447.928647 = -201536.554701
  nChanged 3
		SP:Iteration 29Q (7969.720000 sec): 3 clusters
  Score: Raw -203987.085173 + Penalty 2447.928647 = -201539.156526
  nChanged 2
		SP:Iteration 30Q (7969.730000 sec): 3 clusters
  Score: Raw -203987.432953 + Penalty 2447.928647 = -201539.504306
  nChanged 1
		SP:Iteration 31Q (7969.730000 sec): 3 clusters
  Score: Raw -203989.245269 + Penalty 2447.928647 = -201541.316623
  nChanged 0
		SP:Iteration 32F (7969.730000 sec): 3 clusters
  Score: Raw -203989.245269 + Penalty 2447.928647 = -201541.316623
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7969.750000 sec): 2 clusters
  Score: Raw -376374.171055 + Penalty 1316.276235 = -375057.894820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7969.750000 sec): 3 clusters
  Score: Raw -374786.947867 + Penalty 2632.552470 = -372154.395397
  nChanged 1272
		SP:Iteration 1F (7969.760000 sec): 3 clusters
  Score: Raw -375538.581066 + Penalty 2632.552470 = -372906.028596
  nChanged 276
		SP:Iteration 2F (7969.770000 sec): 3 clusters
  Score: Raw -375700.142017 + Penalty 2632.552470 = -373067.589547
  nChanged 165
		SP:Iteration 3F (7969.780000 sec): 3 clusters
  Score: Raw -375805.508363 + Penalty 2632.552470 = -373172.955892
  nChanged 151
		SP:Iteration 4Q (7969.790000 sec): 3 clusters
  Score: Raw -375909.255613 + Penalty 2632.552470 = -373276.703142
  nChanged 172
		SP:Iteration 5F (7969.790000 sec): 3 clusters
  Score: Raw -376064.933578 + Penalty 2632.552470 = -373432.381107
  nChanged 214
		SP:Iteration 6F (7969.800000 sec): 3 clusters
  Score: Raw -376250.370163 + Penalty 2632.552470 = -373617.817693
  nChanged 186
		SP:Iteration 7F (7969.810000 sec): 3 clusters
  Score: Raw -376458.523289 + Penalty 2632.552470 = -373825.970819
  nChanged 229
		SP:Iteration 8F (7969.820000 sec): 3 clusters
  Score: Raw -376732.208432 + Penalty 2632.552470 = -374099.655961
  nChanged 176
		SP:Iteration 9F (7969.830000 sec): 3 clusters
  Score: Raw -376918.417644 + Penalty 2632.552470 = -374285.865174
  nChanged 138
		SP:Iteration 10Q (7969.830000 sec): 3 clusters
  Score: Raw -377033.009134 + Penalty 2632.552470 = -374400.456664
  nChanged 92
		SP:Iteration 11Q (7969.840000 sec): 3 clusters
  Score: Raw -377108.153189 + Penalty 2632.552470 = -374475.600718
  nChanged 62
		SP:Iteration 12Q (7969.850000 sec): 3 clusters
  Score: Raw -377157.863316 + Penalty 2632.552470 = -374525.310846
  nChanged 47
		SP:Iteration 13Q (7969.860000 sec): 3 clusters
  Score: Raw -377188.298104 + Penalty 2632.552470 = -374555.745634
  nChanged 30
		SP:Iteration 14Q (7969.870000 sec): 3 clusters
  Score: Raw -377208.942474 + Penalty 2632.552470 = -374576.390003
  nChanged 21
		SP:Iteration 15Q (7969.870000 sec): 3 clusters
  Score: Raw -377219.505218 + Penalty 2632.552470 = -374586.952748
  nChanged 12
		SP:Iteration 16Q (7969.880000 sec): 3 clusters
  Score: Raw -377224.716827 + Penalty 2632.552470 = -374592.164357
  nChanged 12
		SP:Iteration 17Q (7969.890000 sec): 3 clusters
  Score: Raw -377228.917907 + Penalty 2632.552470 = -374596.365436
  nChanged 7
		SP:Iteration 18Q (7969.900000 sec): 3 clusters
  Score: Raw -377233.109524 + Penalty 2632.552470 = -374600.557054
  nChanged 9
		SP:Iteration 19Q (7969.910000 sec): 3 clusters
  Score: Raw -377238.098630 + Penalty 2632.552470 = -374605.546160
  nChanged 3
		SP:Iteration 20F (7969.910000 sec): 3 clusters
  Score: Raw -377239.436029 + Penalty 2632.552470 = -374606.883558
  nChanged 2
		SP:Iteration 21Q (7969.920000 sec): 3 clusters
  Score: Raw -377240.261987 + Penalty 2632.552470 = -374607.709517
  nChanged 3
		SP:Iteration 22Q (7969.930000 sec): 3 clusters
  Score: Raw -377242.186491 + Penalty 2632.552470 = -374609.634020
  nChanged 2
		SP:Iteration 23Q (7969.940000 sec): 3 clusters
  Score: Raw -377242.891174 + Penalty 2632.552470 = -374610.338704
  nChanged 2
		SP:Iteration 24Q (7969.950000 sec): 3 clusters
  Score: Raw -377243.371006 + Penalty 2632.552470 = -374610.818536
  nChanged 1
		SP:Iteration 25Q (7969.950000 sec): 3 clusters
  Score: Raw -377243.704732 + Penalty 2632.552470 = -374611.152262
  nChanged 1
		SP:Iteration 26Q (7969.960000 sec): 3 clusters
  Score: Raw -377244.070733 + Penalty 2632.552470 = -374611.518262
  nChanged 0
		SP:Iteration 27F (7969.970000 sec): 3 clusters
  Score: Raw -377244.070733 + Penalty 2632.552470 = -374611.518262
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7970.000000 sec): 2 clusters
  Score: Raw -860928.716372 + Penalty 1457.509203 = -859471.207169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7970.020000 sec): 3 clusters
  Score: Raw -856619.705924 + Penalty 2915.018405 = -853704.687519
  nChanged 3297
		SP:Iteration 1F (7970.040000 sec): 3 clusters
  Score: Raw -858356.515868 + Penalty 2915.018405 = -855441.497463
  nChanged 524
		SP:Iteration 2F (7970.060000 sec): 3 clusters
  Score: Raw -858594.700630 + Penalty 2915.018405 = -855679.682225
  nChanged 433
		SP:Iteration 3F (7970.080000 sec): 3 clusters
  Score: Raw -858784.075340 + Penalty 2915.018405 = -855869.056935
  nChanged 348
		SP:Iteration 4Q (7970.090000 sec): 3 clusters
  Score: Raw -858935.329036 + Penalty 2915.018405 = -856020.310631
  nChanged 310
		SP:Iteration 5Q (7970.110000 sec): 3 clusters
  Score: Raw -859087.091306 + Penalty 2915.018405 = -856172.072901
  nChanged 316
		SP:Iteration 6Q (7970.130000 sec): 3 clusters
  Score: Raw -859250.941726 + Penalty 2915.018405 = -856335.923321
  nChanged 316
		SP:Iteration 7Q (7970.150000 sec): 3 clusters
  Score: Raw -859426.591132 + Penalty 2915.018405 = -856511.572727
  nChanged 330
		SP:Iteration 8Q (7970.170000 sec): 3 clusters
  Score: Raw -859637.963434 + Penalty 2915.018405 = -856722.945029
  nChanged 369
		SP:Iteration 9Q (7970.190000 sec): 3 clusters
  Score: Raw -859873.271401 + Penalty 2915.018405 = -856958.252996
  nChanged 356
		SP:Iteration 10Q (7970.210000 sec): 3 clusters
  Score: Raw -860105.104546 + Penalty 2915.018405 = -857190.086141
  nChanged 320
		SP:Iteration 11Q (7970.230000 sec): 3 clusters
  Score: Raw -860312.826962 + Penalty 2915.018405 = -857397.808557
  nChanged 275
		SP:Iteration 12Q (7970.250000 sec): 3 clusters
  Score: Raw -860504.555003 + Penalty 2915.018405 = -857589.536598
  nChanged 270
		SP:Iteration 13Q (7970.270000 sec): 3 clusters
  Score: Raw -860696.372516 + Penalty 2915.018405 = -857781.354111
  nChanged 236
		SP:Iteration 14Q (7970.290000 sec): 3 clusters
  Score: Raw -860862.364769 + Penalty 2915.018405 = -857947.346364
  nChanged 231
		SP:Iteration 15Q (7970.310000 sec): 3 clusters
  Score: Raw -861018.973409 + Penalty 2915.018405 = -858103.955004
  nChanged 196
		SP:Iteration 16Q (7970.340000 sec): 3 clusters
  Score: Raw -861137.003573 + Penalty 2915.018405 = -858221.985168
  nChanged 156
		SP:Iteration 17Q (7970.350000 sec): 3 clusters
  Score: Raw -861224.942066 + Penalty 2915.018405 = -858309.923661
  nChanged 125
		SP:Iteration 18Q (7970.380000 sec): 3 clusters
  Score: Raw -861289.921975 + Penalty 2915.018405 = -858374.903570
  nChanged 108
		SP:Iteration 19Q (7970.400000 sec): 3 clusters
  Score: Raw -861334.064130 + Penalty 2915.018405 = -858419.045725
  nChanged 76
		SP:Iteration 20F (7970.420000 sec): 3 clusters
  Score: Raw -861362.368730 + Penalty 2915.018405 = -858447.350325
  nChanged 53
		SP:Iteration 21Q (7970.430000 sec): 3 clusters
  Score: Raw -861377.491557 + Penalty 2915.018405 = -858462.473152
  nChanged 43
		SP:Iteration 22Q (7970.450000 sec): 3 clusters
  Score: Raw -861393.608663 + Penalty 2915.018405 = -858478.590258
  nChanged 32
		SP:Iteration 23Q (7970.470000 sec): 3 clusters
  Score: Raw -861403.368740 + Penalty 2915.018405 = -858488.350335
  nChanged 25
		SP:Iteration 24Q (7970.480000 sec): 3 clusters
  Score: Raw -861415.742680 + Penalty 2915.018405 = -858500.724275
  nChanged 32
		SP:Iteration 25Q (7970.500000 sec): 3 clusters
  Score: Raw -861427.663157 + Penalty 2915.018405 = -858512.644752
  nChanged 24
		SP:Iteration 26Q (7970.520000 sec): 3 clusters
  Score: Raw -861433.910832 + Penalty 2915.018405 = -858518.892427
  nChanged 21
		SP:Iteration 27Q (7970.540000 sec): 3 clusters
  Score: Raw -861440.520569 + Penalty 2915.018405 = -858525.502164
  nChanged 22
		SP:Iteration 28Q (7970.560000 sec): 3 clusters
  Score: Raw -861448.229869 + Penalty 2915.018405 = -858533.211464
  nChanged 27
		SP:Iteration 29Q (7970.580000 sec): 3 clusters
  Score: Raw -861455.541243 + Penalty 2915.018405 = -858540.522838
  nChanged 22
		SP:Iteration 30Q (7970.600000 sec): 3 clusters
  Score: Raw -861461.066424 + Penalty 2915.018405 = -858546.048019
  nChanged 26
		SP:Iteration 31Q (7970.620000 sec): 3 clusters
  Score: Raw -861468.268807 + Penalty 2915.018405 = -858553.250402
  nChanged 26
		SP:Iteration 32Q (7970.640000 sec): 3 clusters
  Score: Raw -861474.354284 + Penalty 2915.018405 = -858559.335879
  nChanged 20
		SP:Iteration 33Q (7970.660000 sec): 3 clusters
  Score: Raw -861478.532878 + Penalty 2915.018405 = -858563.514473
  nChanged 17
		SP:Iteration 34Q (7970.680000 sec): 3 clusters
  Score: Raw -861482.328439 + Penalty 2915.018405 = -858567.310034
  nChanged 13
		SP:Iteration 35Q (7970.700000 sec): 3 clusters
  Score: Raw -861484.636602 + Penalty 2915.018405 = -858569.618197
  nChanged 9
		SP:Iteration 36Q (7970.720000 sec): 3 clusters
  Score: Raw -861485.773314 + Penalty 2915.018405 = -858570.754909
  nChanged 8
		SP:Iteration 37Q (7970.730000 sec): 3 clusters
  Score: Raw -861486.783767 + Penalty 2915.018405 = -858571.765362
  nChanged 4
		SP:Iteration 38Q (7970.750000 sec): 3 clusters
  Score: Raw -861487.351994 + Penalty 2915.018405 = -858572.333589
  nChanged 5
		SP:Iteration 39Q (7970.770000 sec): 3 clusters
  Score: Raw -861488.037729 + Penalty 2915.018405 = -858573.019324
  nChanged 4
		SP:Iteration 40F (7970.790000 sec): 3 clusters
  Score: Raw -861488.716329 + Penalty 2915.018405 = -858573.697924
  nChanged 5
		SP:Iteration 41Q (7970.810000 sec): 3 clusters
  Score: Raw -861489.522394 + Penalty 2915.018405 = -858574.503989
  nChanged 11
		SP:Iteration 42Q (7970.820000 sec): 3 clusters
  Score: Raw -861491.566265 + Penalty 2915.018405 = -858576.547860
  nChanged 6
		SP:Iteration 43Q (7970.840000 sec): 3 clusters
  Score: Raw -861492.368185 + Penalty 2915.018405 = -858577.349780
  nChanged 6
		SP:Iteration 44Q (7970.860000 sec): 3 clusters
  Score: Raw -861493.296464 + Penalty 2915.018405 = -858578.278059
  nChanged 10
		SP:Iteration 45Q (7970.870000 sec): 3 clusters
  Score: Raw -861495.131514 + Penalty 2915.018405 = -858580.113109
  nChanged 7
		SP:Iteration 46Q (7970.890000 sec): 3 clusters
  Score: Raw -861496.505931 + Penalty 2915.018405 = -858581.487526
  nChanged 6
		SP:Iteration 47Q (7970.910000 sec): 3 clusters
  Score: Raw -861497.274799 + Penalty 2915.018405 = -858582.256394
  nChanged 2
		SP:Iteration 48Q (7970.920000 sec): 3 clusters
  Score: Raw -861497.608320 + Penalty 2915.018405 = -858582.589915
  nChanged 1
		SP:Iteration 49Q (7970.940000 sec): 3 clusters
  Score: Raw -861497.887565 + Penalty 2915.018405 = -858582.869159
  nChanged 1
		SP:Iteration 50Q (7970.960000 sec): 3 clusters
  Score: Raw -861498.050589 + Penalty 2915.018405 = -858583.032184
  nChanged 1
		SP:Iteration 51Q (7970.980000 sec): 3 clusters
  Score: Raw -861498.122042 + Penalty 2915.018405 = -858583.103637
  nChanged 0
		SP:Iteration 52F (7970.990000 sec): 3 clusters
  Score: Raw -861498.122042 + Penalty 2915.018405 = -858583.103637
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7971.010000 sec): 2 clusters
  Score: Raw -410031.925844 + Penalty 1342.204006 = -408689.721838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7971.020000 sec): 3 clusters
  Score: Raw -408125.662576 + Penalty 2684.408012 = -405441.254564
  nChanged 1539
		SP:Iteration 1F (7971.030000 sec): 3 clusters
  Score: Raw -409089.461097 + Penalty 2684.408012 = -406405.053085
  nChanged 328
		SP:Iteration 2F (7971.040000 sec): 3 clusters
  Score: Raw -409339.194485 + Penalty 2684.408012 = -406654.786473
  nChanged 260
		SP:Iteration 3F (7971.050000 sec): 3 clusters
  Score: Raw -409565.209262 + Penalty 2684.408012 = -406880.801250
  nChanged 222
		SP:Iteration 4F (7971.070000 sec): 3 clusters
  Score: Raw -409737.655868 + Penalty 2684.408012 = -407053.247856
  nChanged 169
		SP:Iteration 5Q (7971.080000 sec): 3 clusters
  Score: Raw -409871.099368 + Penalty 2684.408012 = -407186.691355
  nChanged 127
		SP:Iteration 6Q (7971.090000 sec): 3 clusters
  Score: Raw -409966.492183 + Penalty 2684.408012 = -407282.084171
  nChanged 135
		SP:Iteration 7Q (7971.100000 sec): 3 clusters
  Score: Raw -410078.463507 + Penalty 2684.408012 = -407394.055495
  nChanged 123
		SP:Iteration 8Q (7971.110000 sec): 3 clusters
  Score: Raw -410172.283062 + Penalty 2684.408012 = -407487.875050
  nChanged 114
		SP:Iteration 9Q (7971.120000 sec): 3 clusters
  Score: Raw -410252.003370 + Penalty 2684.408012 = -407567.595358
  nChanged 80
		SP:Iteration 10Q (7971.120000 sec): 3 clusters
  Score: Raw -410302.339314 + Penalty 2684.408012 = -407617.931302
  nChanged 74
		SP:Iteration 11Q (7971.140000 sec): 3 clusters
  Score: Raw -410345.559900 + Penalty 2684.408012 = -407661.151888
  nChanged 67
		SP:Iteration 12Q (7971.140000 sec): 3 clusters
  Score: Raw -410383.333634 + Penalty 2684.408012 = -407698.925621
  nChanged 50
		SP:Iteration 13Q (7971.150000 sec): 3 clusters
  Score: Raw -410408.750515 + Penalty 2684.408012 = -407724.342503
  nChanged 42
		SP:Iteration 14Q (7971.160000 sec): 3 clusters
  Score: Raw -410429.917558 + Penalty 2684.408012 = -407745.509545
  nChanged 41
		SP:Iteration 15Q (7971.170000 sec): 3 clusters
  Score: Raw -410446.287323 + Penalty 2684.408012 = -407761.879311
  nChanged 29
		SP:Iteration 16Q (7971.180000 sec): 3 clusters
  Score: Raw -410455.407954 + Penalty 2684.408012 = -407770.999942
  nChanged 23
		SP:Iteration 17Q (7971.190000 sec): 3 clusters
  Score: Raw -410462.015938 + Penalty 2684.408012 = -407777.607926
  nChanged 12
		SP:Iteration 18Q (7971.200000 sec): 3 clusters
  Score: Raw -410465.853111 + Penalty 2684.408012 = -407781.445099
  nChanged 13
		SP:Iteration 19Q (7971.200000 sec): 3 clusters
  Score: Raw -410470.656301 + Penalty 2684.408012 = -407786.248289
  nChanged 10
		SP:Iteration 20F (7971.210000 sec): 3 clusters
  Score: Raw -410473.705210 + Penalty 2684.408012 = -407789.297197
  nChanged 7
		SP:Iteration 21Q (7971.220000 sec): 3 clusters
  Score: Raw -410474.989211 + Penalty 2684.408012 = -407790.581198
  nChanged 1
		SP:Iteration 22Q (7971.230000 sec): 3 clusters
  Score: Raw -410475.269955 + Penalty 2684.408012 = -407790.861943
  nChanged 1
		SP:Iteration 23Q (7971.240000 sec): 3 clusters
  Score: Raw -410475.333062 + Penalty 2684.408012 = -407790.925049
  nChanged 0
		SP:Iteration 24F (7971.250000 sec): 3 clusters
  Score: Raw -410475.333062 + Penalty 2684.408012 = -407790.925049
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7971.400000 sec): 2 clusters
  Score: Raw -4578627.054787 + Penalty 1717.216978 = -4576909.837809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7971.500000 sec): 3 clusters
  Score: Raw -4554235.817734 + Penalty 3434.433956 = -4550801.383778
  nChanged 18106
		SP:Iteration 1F (7971.600000 sec): 3 clusters
  Score: Raw -4564463.062520 + Penalty 3434.433956 = -4561028.628564
  nChanged 1748
		SP:Iteration 2Q (7971.710000 sec): 3 clusters
  Score: Raw -4565170.258281 + Penalty 3434.433956 = -4561735.824325
  nChanged 1861
		SP:Iteration 3Q (7971.810000 sec): 3 clusters
  Score: Raw -4566049.841920 + Penalty 3434.433956 = -4562615.407964
  nChanged 2057
		SP:Iteration 4F (7971.910000 sec): 3 clusters
  Score: Raw -4567286.036569 + Penalty 3434.433956 = -4563851.602613
  nChanged 2461
		SP:Iteration 5F (7972.020000 sec): 3 clusters
  Score: Raw -4569166.581045 + Penalty 3434.433956 = -4565732.147089
  nChanged 2860
		SP:Iteration 6F (7972.120000 sec): 3 clusters
  Score: Raw -4571621.443018 + Penalty 3434.433956 = -4568187.009062
  nChanged 2870
		SP:Iteration 7F (7972.220000 sec): 3 clusters
  Score: Raw -4574293.298274 + Penalty 3434.433956 = -4570858.864318
  nChanged 2289
		SP:Iteration 8F (7972.320000 sec): 3 clusters
  Score: Raw -4576435.056748 + Penalty 3434.433956 = -4573000.622792
  nChanged 1425
		SP:Iteration 9Q (7972.400000 sec): 3 clusters
  Score: Raw -4577686.294110 + Penalty 3434.433956 = -4574251.860153
  nChanged 725
		SP:Iteration 10Q (7972.490000 sec): 3 clusters
  Score: Raw -4578274.945641 + Penalty 3434.433956 = -4574840.511685
  nChanged 320
		SP:Iteration 11Q (7972.560000 sec): 3 clusters
  Score: Raw -4578531.520122 + Penalty 3434.433956 = -4575097.086166
  nChanged 175
		SP:Iteration 12Q (7972.640000 sec): 3 clusters
  Score: Raw -4578677.369293 + Penalty 3434.433956 = -4575242.935337
  nChanged 92
		SP:Iteration 13Q (7972.710000 sec): 3 clusters
  Score: Raw -4578756.623527 + Penalty 3434.433956 = -4575322.189571
  nChanged 51
		SP:Iteration 14Q (7972.780000 sec): 3 clusters
  Score: Raw -4578799.920047 + Penalty 3434.433956 = -4575365.486091
  nChanged 28
		SP:Iteration 15Q (7972.850000 sec): 3 clusters
  Score: Raw -4578823.837322 + Penalty 3434.433956 = -4575389.403366
  nChanged 20
		SP:Iteration 16Q (7972.920000 sec): 3 clusters
  Score: Raw -4578835.945453 + Penalty 3434.433956 = -4575401.511497
  nChanged 10
		SP:Iteration 17Q (7973.000000 sec): 3 clusters
  Score: Raw -4578842.639010 + Penalty 3434.433956 = -4575408.205054
  nChanged 10
		SP:Iteration 18Q (7973.070000 sec): 3 clusters
  Score: Raw -4578852.441743 + Penalty 3434.433956 = -4575418.007787
  nChanged 7
		SP:Iteration 19Q (7973.140000 sec): 3 clusters
  Score: Raw -4578860.735621 + Penalty 3434.433956 = -4575426.301665
  nChanged 6
		SP:Iteration 20F (7973.240000 sec): 3 clusters
  Score: Raw -4578865.743090 + Penalty 3434.433956 = -4575431.309134
  nChanged 7
		SP:Iteration 21Q (7973.320000 sec): 3 clusters
  Score: Raw -4578871.926979 + Penalty 3434.433956 = -4575437.493023
  nChanged 4
		SP:Iteration 22Q (7973.390000 sec): 3 clusters
  Score: Raw -4578875.488496 + Penalty 3434.433956 = -4575441.054540
  nChanged 5
		SP:Iteration 23Q (7973.460000 sec): 3 clusters
  Score: Raw -4578879.167144 + Penalty 3434.433956 = -4575444.733188
  nChanged 3
		SP:Iteration 24Q (7973.530000 sec): 3 clusters
  Score: Raw -4578881.393774 + Penalty 3434.433956 = -4575446.959818
  nChanged 1
		SP:Iteration 25Q (7973.600000 sec): 3 clusters
  Score: Raw -4578881.930387 + Penalty 3434.433956 = -4575447.496431
  nChanged 0
		SP:Iteration 26F (7973.700000 sec): 3 clusters
  Score: Raw -4578881.930387 + Penalty 3434.433956 = -4575447.496431
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (15187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7973.760000 sec): 2 clusters
  Score: Raw -1644091.015766 + Penalty 1564.581700 = -1642526.434066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7973.810000 sec): 3 clusters
  Score: Raw -1635104.296144 + Penalty 3129.163400 = -1631975.132744
  nChanged 6700
		SP:Iteration 1F (7973.860000 sec): 3 clusters
  Score: Raw -1639082.170742 + Penalty 3129.163400 = -1635953.007341
  nChanged 1010
		SP:Iteration 2F (7973.910000 sec): 3 clusters
  Score: Raw -1639625.807651 + Penalty 3129.163400 = -1636496.644251
  nChanged 938
		SP:Iteration 3F (7973.960000 sec): 3 clusters
  Score: Raw -1640175.139644 + Penalty 3129.163400 = -1637045.976243
  nChanged 935
		SP:Iteration 4F (7974.000000 sec): 3 clusters
  Score: Raw -1640660.955515 + Penalty 3129.163400 = -1637531.792115
  nChanged 809
		SP:Iteration 5F (7974.030000 sec): 3 clusters
  Score: Raw -1641056.886325 + Penalty 3129.163400 = -1637927.722925
  nChanged 692
		SP:Iteration 6Q (7974.080000 sec): 3 clusters
  Score: Raw -1641410.178894 + Penalty 3129.163400 = -1638281.015494
  nChanged 691
		SP:Iteration 7Q (7974.110000 sec): 3 clusters
  Score: Raw -1641784.150235 + Penalty 3129.163400 = -1638654.986835
  nChanged 649
		SP:Iteration 8Q (7974.150000 sec): 3 clusters
  Score: Raw -1642204.490464 + Penalty 3129.163400 = -1639075.327063
  nChanged 610
		SP:Iteration 9Q (7974.190000 sec): 3 clusters
  Score: Raw -1642626.876227 + Penalty 3129.163400 = -1639497.712827
  nChanged 596
		SP:Iteration 10Q (7974.230000 sec): 3 clusters
  Score: Raw -1643017.068045 + Penalty 3129.163400 = -1639887.904644
  nChanged 500
		SP:Iteration 11Q (7974.260000 sec): 3 clusters
  Score: Raw -1643319.963118 + Penalty 3129.163400 = -1640190.799717
  nChanged 447
		SP:Iteration 12Q (7974.300000 sec): 3 clusters
  Score: Raw -1643581.476416 + Penalty 3129.163400 = -1640452.313016
  nChanged 396
		SP:Iteration 13Q (7974.340000 sec): 3 clusters
  Score: Raw -1643815.337921 + Penalty 3129.163400 = -1640686.174521
  nChanged 351
		SP:Iteration 14Q (7974.370000 sec): 3 clusters
  Score: Raw -1644004.044544 + Penalty 3129.163400 = -1640874.881144
  nChanged 304
		SP:Iteration 15Q (7974.410000 sec): 3 clusters
  Score: Raw -1644171.258911 + Penalty 3129.163400 = -1641042.095511
  nChanged 247
		SP:Iteration 16Q (7974.440000 sec): 3 clusters
  Score: Raw -1644312.785803 + Penalty 3129.163400 = -1641183.622402
  nChanged 230
		SP:Iteration 17Q (7974.480000 sec): 3 clusters
  Score: Raw -1644438.628740 + Penalty 3129.163400 = -1641309.465340
  nChanged 202
		SP:Iteration 18Q (7974.510000 sec): 3 clusters
  Score: Raw -1644550.112504 + Penalty 3129.163400 = -1641420.949103
  nChanged 189
		SP:Iteration 19Q (7974.550000 sec): 3 clusters
  Score: Raw -1644647.092412 + Penalty 3129.163400 = -1641517.929012
  nChanged 146
		SP:Iteration 20F (7974.590000 sec): 3 clusters
  Score: Raw -1644722.996338 + Penalty 3129.163400 = -1641593.832938
  nChanged 137
		SP:Iteration 21Q (7974.620000 sec): 3 clusters
  Score: Raw -1644787.363679 + Penalty 3129.163400 = -1641658.200278
  nChanged 107
		SP:Iteration 22Q (7974.650000 sec): 3 clusters
  Score: Raw -1644833.198111 + Penalty 3129.163400 = -1641704.034711
  nChanged 87
		SP:Iteration 23Q (7974.680000 sec): 3 clusters
  Score: Raw -1644870.475283 + Penalty 3129.163400 = -1641741.311883
  nChanged 69
		SP:Iteration 24Q (7974.720000 sec): 3 clusters
  Score: Raw -1644901.170991 + Penalty 3129.163400 = -1641772.007591
  nChanged 59
		SP:Iteration 25Q (7974.750000 sec): 3 clusters
  Score: Raw -1644925.308697 + Penalty 3129.163400 = -1641796.145296
  nChanged 48
		SP:Iteration 26Q (7974.780000 sec): 3 clusters
  Score: Raw -1644945.731343 + Penalty 3129.163400 = -1641816.567943
  nChanged 43
		SP:Iteration 27Q (7974.810000 sec): 3 clusters
  Score: Raw -1644964.233178 + Penalty 3129.163400 = -1641835.069777
  nChanged 36
		SP:Iteration 28Q (7974.840000 sec): 3 clusters
  Score: Raw -1644979.421016 + Penalty 3129.163400 = -1641850.257615
  nChanged 33
		SP:Iteration 29Q (7974.870000 sec): 3 clusters
  Score: Raw -1644993.204647 + Penalty 3129.163400 = -1641864.041247
  nChanged 35
		SP:Iteration 30Q (7974.900000 sec): 3 clusters
  Score: Raw -1645001.852114 + Penalty 3129.163400 = -1641872.688714
  nChanged 20
		SP:Iteration 31Q (7974.930000 sec): 3 clusters
  Score: Raw -1645009.278360 + Penalty 3129.163400 = -1641880.114960
  nChanged 23
		SP:Iteration 32Q (7974.960000 sec): 3 clusters
  Score: Raw -1645019.257218 + Penalty 3129.163400 = -1641890.093817
  nChanged 22
		SP:Iteration 33Q (7974.990000 sec): 3 clusters
  Score: Raw -1645026.490167 + Penalty 3129.163400 = -1641897.326767
  nChanged 27
		SP:Iteration 34Q (7975.020000 sec): 3 clusters
  Score: Raw -1645037.309396 + Penalty 3129.163400 = -1641908.145996
  nChanged 18
		SP:Iteration 35Q (7975.050000 sec): 3 clusters
  Score: Raw -1645042.767919 + Penalty 3129.163400 = -1641913.604519
  nChanged 10
		SP:Iteration 36Q (7975.080000 sec): 3 clusters
  Score: Raw -1645045.636280 + Penalty 3129.163400 = -1641916.472880
  nChanged 10
		SP:Iteration 37Q (7975.120000 sec): 3 clusters
  Score: Raw -1645050.009436 + Penalty 3129.163400 = -1641920.846036
  nChanged 16
		SP:Iteration 38Q (7975.140000 sec): 3 clusters
  Score: Raw -1645054.344938 + Penalty 3129.163400 = -1641925.181538
  nChanged 9
		SP:Iteration 39Q (7975.180000 sec): 3 clusters
  Score: Raw -1645057.696760 + Penalty 3129.163400 = -1641928.533359
  nChanged 12
		SP:Iteration 40F (7975.220000 sec): 3 clusters
  Score: Raw -1645061.423795 + Penalty 3129.163400 = -1641932.260395
  nChanged 11
		SP:Iteration 41Q (7975.240000 sec): 3 clusters
  Score: Raw -1645063.955006 + Penalty 3129.163400 = -1641934.791605
  nChanged 8
		SP:Iteration 42Q (7975.280000 sec): 3 clusters
  Score: Raw -1645066.077412 + Penalty 3129.163400 = -1641936.914012
  nChanged 12
		SP:Iteration 43Q (7975.330000 sec): 3 clusters
  Score: Raw -1645070.161869 + Penalty 3129.163400 = -1641940.998469
  nChanged 8
		SP:Iteration 44Q (7975.370000 sec): 3 clusters
  Score: Raw -1645073.597288 + Penalty 3129.163400 = -1641944.433888
  nChanged 11
		SP:Iteration 45Q (7975.400000 sec): 3 clusters
  Score: Raw -1645077.686883 + Penalty 3129.163400 = -1641948.523482
  nChanged 7
		SP:Iteration 46Q (7975.430000 sec): 3 clusters
  Score: Raw -1645079.410781 + Penalty 3129.163400 = -1641950.247381
  nChanged 4
		SP:Iteration 47Q (7975.450000 sec): 3 clusters
  Score: Raw -1645080.792053 + Penalty 3129.163400 = -1641951.628653
  nChanged 5
		SP:Iteration 48Q (7975.480000 sec): 3 clusters
  Score: Raw -1645082.327334 + Penalty 3129.163400 = -1641953.163934
  nChanged 4
		SP:Iteration 49Q (7975.520000 sec): 3 clusters
  Score: Raw -1645083.336935 + Penalty 3129.163400 = -1641954.173534
  nChanged 1
		SP:Iteration 50Q (7975.540000 sec): 3 clusters
  Score: Raw -1645083.534226 + Penalty 3129.163400 = -1641954.370826
  nChanged 0
		SP:Iteration 51F (7975.590000 sec): 3 clusters
  Score: Raw -1645083.534226 + Penalty 3129.163400 = -1641954.370826
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7975.610000 sec): 2 clusters
  Score: Raw -65030.618725 + Penalty 1031.735086 = -63998.883639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7975.610000 sec): 3 clusters
  Score: Raw -64902.142706 + Penalty 2063.470172 = -62838.672534
  nChanged 137
		SP:Iteration 1F (7975.610000 sec): 3 clusters
  Score: Raw -65085.346689 + Penalty 2063.470172 = -63021.876516
  nChanged 40
		SP:Iteration 2F (7975.610000 sec): 3 clusters
  Score: Raw -65146.384877 + Penalty 2063.470172 = -63082.914705
  nChanged 19
		SP:Iteration 3Q (7975.610000 sec): 3 clusters
  Score: Raw -65174.909567 + Penalty 2063.470172 = -63111.439395
  nChanged 14
		SP:Iteration 4Q (7975.610000 sec): 3 clusters
  Score: Raw -65197.534431 + Penalty 2063.470172 = -63134.064259
  nChanged 6
		SP:Iteration 5Q (7975.620000 sec): 3 clusters
  Score: Raw -65204.787886 + Penalty 2063.470172 = -63141.317714
  nChanged 8
		SP:Iteration 6Q (7975.620000 sec): 3 clusters
  Score: Raw -65213.560181 + Penalty 2063.470172 = -63150.090009
  nChanged 4
		SP:Iteration 7Q (7975.620000 sec): 3 clusters
  Score: Raw -65217.316452 + Penalty 2063.470172 = -63153.846279
  nChanged 3
		SP:Iteration 8Q (7975.620000 sec): 3 clusters
  Score: Raw -65222.358270 + Penalty 2063.470172 = -63158.888097
  nChanged 4
		SP:Iteration 9Q (7975.620000 sec): 3 clusters
  Score: Raw -65227.611938 + Penalty 2063.470172 = -63164.141766
  nChanged 2
		SP:Iteration 10Q (7975.620000 sec): 3 clusters
  Score: Raw -65231.636115 + Penalty 2063.470172 = -63168.165942
  nChanged 0
		SP:Iteration 11F (7975.630000 sec): 3 clusters
  Score: Raw -65231.636115 + Penalty 2063.470172 = -63168.165942
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (320897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7983.000000 sec): 2 clusters
  Score: Raw -37200674.057027 + Penalty 2060.317265 = -37198613.739762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7983.850000 sec): 3 clusters
  Score: Raw -36985915.810804 + Penalty 4120.634530 = -36981795.176273
  nChanged 156538
		SP:Iteration 1F (7984.690000 sec): 3 clusters
  Score: Raw -37080119.948318 + Penalty 4120.634530 = -37075999.313788
  nChanged 10306
		SP:Iteration 2Q (7985.540000 sec): 3 clusters
  Score: Raw -37083104.885209 + Penalty 4120.634530 = -37078984.250679
  nChanged 13614
		SP:Iteration 3Q (7986.390000 sec): 3 clusters
  Score: Raw -37088705.307959 + Penalty 4120.634530 = -37084584.673428
  nChanged 18936
		SP:Iteration 4F (7987.210000 sec): 3 clusters
  Score: Raw -37099564.777899 + Penalty 4120.634530 = -37095444.143369
  nChanged 25121
		SP:Iteration 5F (7988.020000 sec): 3 clusters
  Score: Raw -37118745.217994 + Penalty 4120.634530 = -37114624.583463
  nChanged 29340
		SP:Iteration 6F (7988.830000 sec): 3 clusters
  Score: Raw -37145586.141989 + Penalty 4120.634530 = -37141465.507458
  nChanged 26618
		SP:Iteration 7F (7989.630000 sec): 3 clusters
  Score: Raw -37172043.057367 + Penalty 4120.634530 = -37167922.422836
  nChanged 17652
		SP:Iteration 8F (7990.430000 sec): 3 clusters
  Score: Raw -37189506.851752 + Penalty 4120.634530 = -37185386.217221
  nChanged 8241
		SP:Iteration 9Q (7991.140000 sec): 3 clusters
  Score: Raw -37197325.293135 + Penalty 4120.634530 = -37193204.658605
  nChanged 2824
		SP:Iteration 10Q (7991.780000 sec): 3 clusters
  Score: Raw -37199839.760309 + Penalty 4120.634530 = -37195719.125778
  nChanged 777
		SP:Iteration 11Q (7992.370000 sec): 3 clusters
  Score: Raw -37200509.229786 + Penalty 4120.634530 = -37196388.595255
  nChanged 217
		SP:Iteration 12Q (7992.930000 sec): 3 clusters
  Score: Raw -37200705.561070 + Penalty 4120.634530 = -37196584.926540
  nChanged 71
		SP:Iteration 13Q (7993.490000 sec): 3 clusters
  Score: Raw -37200792.390790 + Penalty 4120.634530 = -37196671.756260
  nChanged 50
		SP:Iteration 14Q (7994.050000 sec): 3 clusters
  Score: Raw -37200849.528805 + Penalty 4120.634530 = -37196728.894274
  nChanged 23
		SP:Iteration 15Q (7994.610000 sec): 3 clusters
  Score: Raw -37200878.794548 + Penalty 4120.634530 = -37196758.160018
  nChanged 16
		SP:Iteration 16Q (7995.170000 sec): 3 clusters
  Score: Raw -37200900.286306 + Penalty 4120.634530 = -37196779.651775
  nChanged 12
		SP:Iteration 17Q (7995.720000 sec): 3 clusters
  Score: Raw -37200913.258383 + Penalty 4120.634530 = -37196792.623853
  nChanged 10
		SP:Iteration 18Q (7996.270000 sec): 3 clusters
  Score: Raw -37200920.996489 + Penalty 4120.634530 = -37196800.361959
  nChanged 4
		SP:Iteration 19Q (7996.830000 sec): 3 clusters
  Score: Raw -37200926.344448 + Penalty 4120.634530 = -37196805.709917
  nChanged 5
		SP:Iteration 20F (7997.630000 sec): 3 clusters
  Score: Raw -37200933.578945 + Penalty 4120.634530 = -37196812.944414
  nChanged 6
		SP:Iteration 21Q (7998.190000 sec): 3 clusters
  Score: Raw -37200941.045245 + Penalty 4120.634530 = -37196820.410714
  nChanged 5
		SP:Iteration 22Q (7998.750000 sec): 3 clusters
  Score: Raw -37200945.209459 + Penalty 4120.634530 = -37196824.574929
  nChanged 2
		SP:Iteration 23Q (7999.310000 sec): 3 clusters
  Score: Raw -37200948.042775 + Penalty 4120.634530 = -37196827.408244
  nChanged 5
		SP:Iteration 24Q (7999.880000 sec): 3 clusters
  Score: Raw -37200953.847188 + Penalty 4120.634530 = -37196833.212658
  nChanged 3
		SP:Iteration 25Q (8000.440000 sec): 3 clusters
  Score: Raw -37200956.725502 + Penalty 4120.634530 = -37196836.090971
  nChanged 2
		SP:Iteration 26Q (8001.010000 sec): 3 clusters
  Score: Raw -37200958.373236 + Penalty 4120.634530 = -37196837.738706
  nChanged 0
		SP:Iteration 27F (8001.830000 sec): 3 clusters
  Score: Raw -37200958.373236 + Penalty 4120.634530 = -37196837.738706
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8002.000000 sec): 2 clusters
  Score: Raw -490286.211704 + Penalty 1358.321350 = -488927.890355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8002.010000 sec): 3 clusters
  Score: Raw -488127.950747 + Penalty 2716.642699 = -485411.308048
  nChanged 1704
		SP:Iteration 1F (8002.020000 sec): 3 clusters
  Score: Raw -488997.642461 + Penalty 2716.642699 = -486280.999762
  nChanged 300
		SP:Iteration 2F (8002.030000 sec): 3 clusters
  Score: Raw -489150.821770 + Penalty 2716.642699 = -486434.179071
  nChanged 198
		SP:Iteration 3Q (8002.040000 sec): 3 clusters
  Score: Raw -489244.508316 + Penalty 2716.642699 = -486527.865617
  nChanged 159
		SP:Iteration 4Q (8002.050000 sec): 3 clusters
  Score: Raw -489305.611557 + Penalty 2716.642699 = -486588.968858
  nChanged 99
		SP:Iteration 5Q (8002.060000 sec): 3 clusters
  Score: Raw -489342.574574 + Penalty 2716.642699 = -486625.931875
  nChanged 83
		SP:Iteration 6Q (8002.070000 sec): 3 clusters
  Score: Raw -489371.511194 + Penalty 2716.642699 = -486654.868495
  nChanged 66
		SP:Iteration 7Q (8002.090000 sec): 3 clusters
  Score: Raw -489392.049874 + Penalty 2716.642699 = -486675.407175
  nChanged 48
		SP:Iteration 8Q (8002.110000 sec): 3 clusters
  Score: Raw -489407.725632 + Penalty 2716.642699 = -486691.082933
  nChanged 55
		SP:Iteration 9Q (8002.110000 sec): 3 clusters
  Score: Raw -489425.096315 + Penalty 2716.642699 = -486708.453616
  nChanged 46
		SP:Iteration 10Q (8002.130000 sec): 3 clusters
  Score: Raw -489437.647624 + Penalty 2716.642699 = -486721.004925
  nChanged 47
		SP:Iteration 11Q (8002.130000 sec): 3 clusters
  Score: Raw -489453.444097 + Penalty 2716.642699 = -486736.801398
  nChanged 50
		SP:Iteration 12Q (8002.150000 sec): 3 clusters
  Score: Raw -489470.330155 + Penalty 2716.642699 = -486753.687456
  nChanged 61
		SP:Iteration 13Q (8002.150000 sec): 3 clusters
  Score: Raw -489490.444855 + Penalty 2716.642699 = -486773.802156
  nChanged 62
		SP:Iteration 14Q (8002.170000 sec): 3 clusters
  Score: Raw -489510.150607 + Penalty 2716.642699 = -486793.507908
  nChanged 64
		SP:Iteration 15Q (8002.170000 sec): 3 clusters
  Score: Raw -489536.174126 + Penalty 2716.642699 = -486819.531427
  nChanged 75
		SP:Iteration 16Q (8002.180000 sec): 3 clusters
  Score: Raw -489565.245341 + Penalty 2716.642699 = -486848.602641
  nChanged 81
		SP:Iteration 17Q (8002.190000 sec): 3 clusters
  Score: Raw -489603.352193 + Penalty 2716.642699 = -486886.709494
  nChanged 90
		SP:Iteration 18Q (8002.210000 sec): 3 clusters
  Score: Raw -489637.863916 + Penalty 2716.642699 = -486921.221217
  nChanged 69
		SP:Iteration 19Q (8002.210000 sec): 3 clusters
  Score: Raw -489667.001407 + Penalty 2716.642699 = -486950.358708
  nChanged 65
		SP:Iteration 20F (8002.230000 sec): 3 clusters
  Score: Raw -489700.908129 + Penalty 2716.642699 = -486984.265430
  nChanged 74
		SP:Iteration 21Q (8002.230000 sec): 3 clusters
  Score: Raw -489743.333428 + Penalty 2716.642699 = -487026.690729
  nChanged 83
		SP:Iteration 22Q (8002.250000 sec): 3 clusters
  Score: Raw -489786.873625 + Penalty 2716.642699 = -487070.230926
  nChanged 86
		SP:Iteration 23Q (8002.250000 sec): 3 clusters
  Score: Raw -489837.458778 + Penalty 2716.642699 = -487120.816079
  nChanged 95
		SP:Iteration 24Q (8002.270000 sec): 3 clusters
  Score: Raw -489900.934079 + Penalty 2716.642699 = -487184.291380
  nChanged 100
		SP:Iteration 25Q (8002.270000 sec): 3 clusters
  Score: Raw -489972.613221 + Penalty 2716.642699 = -487255.970522
  nChanged 102
		SP:Iteration 26Q (8002.280000 sec): 3 clusters
  Score: Raw -490046.903336 + Penalty 2716.642699 = -487330.260637
  nChanged 104
		SP:Iteration 27Q (8002.290000 sec): 3 clusters
  Score: Raw -490118.951466 + Penalty 2716.642699 = -487402.308767
  nChanged 79
		SP:Iteration 28Q (8002.300000 sec): 3 clusters
  Score: Raw -490168.642837 + Penalty 2716.642699 = -487452.000138
  nChanged 60
		SP:Iteration 29Q (8002.310000 sec): 3 clusters
  Score: Raw -490202.498816 + Penalty 2716.642699 = -487485.856117
  nChanged 50
		SP:Iteration 30Q (8002.320000 sec): 3 clusters
  Score: Raw -490230.299876 + Penalty 2716.642699 = -487513.657177
  nChanged 39
		SP:Iteration 31Q (8002.330000 sec): 3 clusters
  Score: Raw -490254.636977 + Penalty 2716.642699 = -487537.994278
  nChanged 37
		SP:Iteration 32Q (8002.340000 sec): 3 clusters
  Score: Raw -490276.900829 + Penalty 2716.642699 = -487560.258130
  nChanged 30
		SP:Iteration 33Q (8002.350000 sec): 3 clusters
  Score: Raw -490295.561104 + Penalty 2716.642699 = -487578.918405
  nChanged 28
		SP:Iteration 34Q (8002.350000 sec): 3 clusters
  Score: Raw -490316.051027 + Penalty 2716.642699 = -487599.408328
  nChanged 32
		SP:Iteration 35Q (8002.360000 sec): 3 clusters
  Score: Raw -490337.822501 + Penalty 2716.642699 = -487621.179802
  nChanged 32
		SP:Iteration 36Q (8002.370000 sec): 3 clusters
  Score: Raw -490357.290732 + Penalty 2716.642699 = -487640.648032
  nChanged 22
		SP:Iteration 37Q (8002.380000 sec): 3 clusters
  Score: Raw -490369.073265 + Penalty 2716.642699 = -487652.430566
  nChanged 18
		SP:Iteration 38Q (8002.390000 sec): 3 clusters
  Score: Raw -490381.100698 + Penalty 2716.642699 = -487664.457999
  nChanged 13
		SP:Iteration 39Q (8002.400000 sec): 3 clusters
  Score: Raw -490389.290251 + Penalty 2716.642699 = -487672.647552
  nChanged 5
		SP:Iteration 40F (8002.410000 sec): 3 clusters
  Score: Raw -490391.407197 + Penalty 2716.642699 = -487674.764498
  nChanged 8
		SP:Iteration 41Q (8002.430000 sec): 3 clusters
  Score: Raw -490396.808764 + Penalty 2716.642699 = -487680.166065
  nChanged 5
		SP:Iteration 42Q (8002.430000 sec): 3 clusters
  Score: Raw -490399.669930 + Penalty 2716.642699 = -487683.027231
  nChanged 5
		SP:Iteration 43Q (8002.440000 sec): 3 clusters
  Score: Raw -490404.003720 + Penalty 2716.642699 = -487687.361021
  nChanged 5
		SP:Iteration 44Q (8002.450000 sec): 3 clusters
  Score: Raw -490406.595995 + Penalty 2716.642699 = -487689.953296
  nChanged 2
		SP:Iteration 45Q (8002.460000 sec): 3 clusters
  Score: Raw -490407.638970 + Penalty 2716.642699 = -487690.996271
  nChanged 1
		SP:Iteration 46Q (8002.470000 sec): 3 clusters
  Score: Raw -490409.055422 + Penalty 2716.642699 = -487692.412723
  nChanged 0
		SP:Iteration 47F (8002.480000 sec): 3 clusters
  Score: Raw -490409.055422 + Penalty 2716.642699 = -487692.412723
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (24095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8002.560000 sec): 2 clusters
  Score: Raw -2836975.602387 + Penalty 1639.585940 = -2835336.016447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8002.620000 sec): 3 clusters
  Score: Raw -2822090.712020 + Penalty 3279.171879 = -2818811.540140
  nChanged 11145
		SP:Iteration 1F (8002.680000 sec): 3 clusters
  Score: Raw -2828458.144709 + Penalty 3279.171879 = -2825178.972829
  nChanged 1141
		SP:Iteration 2Q (8002.740000 sec): 3 clusters
  Score: Raw -2828858.831533 + Penalty 3279.171879 = -2825579.659654
  nChanged 1136
		SP:Iteration 3Q (8002.810000 sec): 3 clusters
  Score: Raw -2829317.814087 + Penalty 3279.171879 = -2826038.642208
  nChanged 1215
		SP:Iteration 4F (8002.870000 sec): 3 clusters
  Score: Raw -2829857.933903 + Penalty 3279.171879 = -2826578.762023
  nChanged 1246
		SP:Iteration 5F (8002.930000 sec): 3 clusters
  Score: Raw -2830458.367187 + Penalty 3279.171879 = -2827179.195308
  nChanged 1315
		SP:Iteration 6F (8002.990000 sec): 3 clusters
  Score: Raw -2831163.414423 + Penalty 3279.171879 = -2827884.242543
  nChanged 1409
		SP:Iteration 7F (8003.050000 sec): 3 clusters
  Score: Raw -2831991.886700 + Penalty 3279.171879 = -2828712.714821
  nChanged 1431
		SP:Iteration 8F (8003.110000 sec): 3 clusters
  Score: Raw -2832934.757633 + Penalty 3279.171879 = -2829655.585753
  nChanged 1330
		SP:Iteration 9F (8003.170000 sec): 3 clusters
  Score: Raw -2833836.704355 + Penalty 3279.171879 = -2830557.532475
  nChanged 1096
		SP:Iteration 10Q (8003.230000 sec): 3 clusters
  Score: Raw -2834565.576340 + Penalty 3279.171879 = -2831286.404461
  nChanged 936
		SP:Iteration 11Q (8003.290000 sec): 3 clusters
  Score: Raw -2835178.973772 + Penalty 3279.171879 = -2831899.801893
  nChanged 789
		SP:Iteration 12Q (8003.350000 sec): 3 clusters
  Score: Raw -2835693.883004 + Penalty 3279.171879 = -2832414.711124
  nChanged 583
		SP:Iteration 13Q (8003.420000 sec): 3 clusters
  Score: Raw -2836062.664636 + Penalty 3279.171879 = -2832783.492757
  nChanged 431
		SP:Iteration 14Q (8003.480000 sec): 3 clusters
  Score: Raw -2836343.748271 + Penalty 3279.171879 = -2833064.576391
  nChanged 357
		SP:Iteration 15Q (8003.530000 sec): 3 clusters
  Score: Raw -2836584.469791 + Penalty 3279.171879 = -2833305.297912
  nChanged 247
		SP:Iteration 16Q (8003.590000 sec): 3 clusters
  Score: Raw -2836750.728618 + Penalty 3279.171879 = -2833471.556738
  nChanged 170
		SP:Iteration 17Q (8003.660000 sec): 3 clusters
  Score: Raw -2836868.863729 + Penalty 3279.171879 = -2833589.691850
  nChanged 130
		SP:Iteration 18Q (8003.710000 sec): 3 clusters
  Score: Raw -2836963.153517 + Penalty 3279.171879 = -2833683.981637
  nChanged 70
		SP:Iteration 19Q (8003.820000 sec): 3 clusters
  Score: Raw -2837017.760290 + Penalty 3279.171879 = -2833738.588410
  nChanged 60
		SP:Iteration 20F (8003.900000 sec): 3 clusters
  Score: Raw -2837068.266993 + Penalty 3279.171879 = -2833789.095114
  nChanged 37
		SP:Iteration 21Q (8003.950000 sec): 3 clusters
  Score: Raw -2837098.635701 + Penalty 3279.171879 = -2833819.463821
  nChanged 28
		SP:Iteration 22Q (8004.010000 sec): 3 clusters
  Score: Raw -2837123.917208 + Penalty 3279.171879 = -2833844.745329
  nChanged 18
		SP:Iteration 23Q (8004.060000 sec): 3 clusters
  Score: Raw -2837136.041344 + Penalty 3279.171879 = -2833856.869464
  nChanged 6
		SP:Iteration 24Q (8004.120000 sec): 3 clusters
  Score: Raw -2837139.542181 + Penalty 3279.171879 = -2833860.370302
  nChanged 5
		SP:Iteration 25Q (8004.170000 sec): 3 clusters
  Score: Raw -2837142.052195 + Penalty 3279.171879 = -2833862.880315
  nChanged 2
		SP:Iteration 26Q (8004.220000 sec): 3 clusters
  Score: Raw -2837144.753269 + Penalty 3279.171879 = -2833865.581390
  nChanged 2
		SP:Iteration 27Q (8004.280000 sec): 3 clusters
  Score: Raw -2837147.039136 + Penalty 3279.171879 = -2833867.867257
  nChanged 5
		SP:Iteration 28Q (8004.330000 sec): 3 clusters
  Score: Raw -2837151.505691 + Penalty 3279.171879 = -2833872.333812
  nChanged 4
		SP:Iteration 29Q (8004.380000 sec): 3 clusters
  Score: Raw -2837154.160405 + Penalty 3279.171879 = -2833874.988526
  nChanged 2
		SP:Iteration 30Q (8004.430000 sec): 3 clusters
  Score: Raw -2837155.470216 + Penalty 3279.171879 = -2833876.298337
  nChanged 1
		SP:Iteration 31Q (8004.480000 sec): 3 clusters
  Score: Raw -2837156.394336 + Penalty 3279.171879 = -2833877.222456
  nChanged 1
		SP:Iteration 32Q (8004.530000 sec): 3 clusters
  Score: Raw -2837157.337961 + Penalty 3279.171879 = -2833878.166082
  nChanged 1
		SP:Iteration 33Q (8004.570000 sec): 3 clusters
  Score: Raw -2837158.732088 + Penalty 3279.171879 = -2833879.560209
  nChanged 2
		SP:Iteration 34Q (8004.620000 sec): 3 clusters
  Score: Raw -2837160.408577 + Penalty 3279.171879 = -2833881.236697
  nChanged 3
		SP:Iteration 35Q (8004.670000 sec): 3 clusters
  Score: Raw -2837162.708098 + Penalty 3279.171879 = -2833883.536219
  nChanged 1
		SP:Iteration 36Q (8004.720000 sec): 3 clusters
  Score: Raw -2837163.566678 + Penalty 3279.171879 = -2833884.394799
  nChanged 1
		SP:Iteration 37Q (8004.770000 sec): 3 clusters
  Score: Raw -2837164.072482 + Penalty 3279.171879 = -2833884.900602
  nChanged 0
		SP:Iteration 38F (8004.830000 sec): 3 clusters
  Score: Raw -2837164.072482 + Penalty 3279.171879 = -2833884.900602
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8004.870000 sec): 2 clusters
  Score: Raw -784974.229690 + Penalty 1433.531512 = -783540.698178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8004.880000 sec): 3 clusters
  Score: Raw -781277.694417 + Penalty 2867.063024 = -778410.631393
  nChanged 2828
		SP:Iteration 1F (8004.900000 sec): 3 clusters
  Score: Raw -782837.344122 + Penalty 2867.063024 = -779970.281098
  nChanged 481
		SP:Iteration 2F (8004.920000 sec): 3 clusters
  Score: Raw -783101.481972 + Penalty 2867.063024 = -780234.418948
  nChanged 415
		SP:Iteration 3F (8004.940000 sec): 3 clusters
  Score: Raw -783362.862978 + Penalty 2867.063024 = -780495.799954
  nChanged 416
		SP:Iteration 4F (8004.950000 sec): 3 clusters
  Score: Raw -783628.453634 + Penalty 2867.063024 = -780761.390610
  nChanged 380
		SP:Iteration 5F (8004.970000 sec): 3 clusters
  Score: Raw -783865.819422 + Penalty 2867.063024 = -780998.756398
  nChanged 341
		SP:Iteration 6F (8004.990000 sec): 3 clusters
  Score: Raw -784078.023944 + Penalty 2867.063024 = -781210.960920
  nChanged 296
		SP:Iteration 7Q (8005.010000 sec): 3 clusters
  Score: Raw -784267.437868 + Penalty 2867.063024 = -781400.374844
  nChanged 261
		SP:Iteration 8Q (8005.030000 sec): 3 clusters
  Score: Raw -784435.892947 + Penalty 2867.063024 = -781568.829923
  nChanged 231
		SP:Iteration 9Q (8005.040000 sec): 3 clusters
  Score: Raw -784603.696055 + Penalty 2867.063024 = -781736.633031
  nChanged 201
		SP:Iteration 10Q (8005.060000 sec): 3 clusters
  Score: Raw -784768.917079 + Penalty 2867.063024 = -781901.854056
  nChanged 189
		SP:Iteration 11Q (8005.080000 sec): 3 clusters
  Score: Raw -784917.312559 + Penalty 2867.063024 = -782050.249535
  nChanged 155
		SP:Iteration 12Q (8005.090000 sec): 3 clusters
  Score: Raw -785029.920203 + Penalty 2867.063024 = -782162.857179
  nChanged 117
		SP:Iteration 13Q (8005.110000 sec): 3 clusters
  Score: Raw -785097.721292 + Penalty 2867.063024 = -782230.658268
  nChanged 76
		SP:Iteration 14Q (8005.120000 sec): 3 clusters
  Score: Raw -785146.368490 + Penalty 2867.063024 = -782279.305466
  nChanged 58
		SP:Iteration 15Q (8005.140000 sec): 3 clusters
  Score: Raw -785186.807649 + Penalty 2867.063024 = -782319.744625
  nChanged 68
		SP:Iteration 16Q (8005.150000 sec): 3 clusters
  Score: Raw -785223.177062 + Penalty 2867.063024 = -782356.114038
  nChanged 48
		SP:Iteration 17Q (8005.170000 sec): 3 clusters
  Score: Raw -785252.269277 + Penalty 2867.063024 = -782385.206253
  nChanged 33
		SP:Iteration 18Q (8005.180000 sec): 3 clusters
  Score: Raw -785277.044114 + Penalty 2867.063024 = -782409.981090
  nChanged 35
		SP:Iteration 19Q (8005.200000 sec): 3 clusters
  Score: Raw -785296.808562 + Penalty 2867.063024 = -782429.745539
  nChanged 31
		SP:Iteration 20F (8005.210000 sec): 3 clusters
  Score: Raw -785313.219696 + Penalty 2867.063024 = -782446.156672
  nChanged 18
		SP:Iteration 21Q (8005.230000 sec): 3 clusters
  Score: Raw -785320.723206 + Penalty 2867.063024 = -782453.660182
  nChanged 23
		SP:Iteration 22Q (8005.240000 sec): 3 clusters
  Score: Raw -785328.679585 + Penalty 2867.063024 = -782461.616561
  nChanged 22
		SP:Iteration 23Q (8005.250000 sec): 3 clusters
  Score: Raw -785337.673790 + Penalty 2867.063024 = -782470.610766
  nChanged 22
		SP:Iteration 24Q (8005.270000 sec): 3 clusters
  Score: Raw -785347.472490 + Penalty 2867.063024 = -782480.409466
  nChanged 24
		SP:Iteration 25Q (8005.290000 sec): 3 clusters
  Score: Raw -785357.610312 + Penalty 2867.063024 = -782490.547288
  nChanged 18
		SP:Iteration 26Q (8005.300000 sec): 3 clusters
  Score: Raw -785362.861215 + Penalty 2867.063024 = -782495.798191
  nChanged 8
		SP:Iteration 27Q (8005.310000 sec): 3 clusters
  Score: Raw -785365.233437 + Penalty 2867.063024 = -782498.170413
  nChanged 6
		SP:Iteration 28Q (8005.330000 sec): 3 clusters
  Score: Raw -785366.941426 + Penalty 2867.063024 = -782499.878402
  nChanged 4
		SP:Iteration 29Q (8005.340000 sec): 3 clusters
  Score: Raw -785367.831970 + Penalty 2867.063024 = -782500.768946
  nChanged 2
		SP:Iteration 30Q (8005.350000 sec): 3 clusters
  Score: Raw -785368.209299 + Penalty 2867.063024 = -782501.146275
  nChanged 1
		SP:Iteration 31Q (8005.370000 sec): 3 clusters
  Score: Raw -785368.465493 + Penalty 2867.063024 = -782501.402469
  nChanged 0
		SP:Iteration 32F (8005.390000 sec): 3 clusters
  Score: Raw -785368.465493 + Penalty 2867.063024 = -782501.402469
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8005.400000 sec): 2 clusters
  Score: Raw -391248.336060 + Penalty 1324.778987 = -389923.557073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8005.410000 sec): 3 clusters
  Score: Raw -389608.596843 + Penalty 2649.557975 = -386959.038869
  nChanged 1313
		SP:Iteration 1F (8005.420000 sec): 3 clusters
  Score: Raw -390391.109992 + Penalty 2649.557975 = -387741.552017
  nChanged 277
		SP:Iteration 2F (8005.430000 sec): 3 clusters
  Score: Raw -390567.587508 + Penalty 2649.557975 = -387918.029533
  nChanged 200
		SP:Iteration 3F (8005.430000 sec): 3 clusters
  Score: Raw -390685.006667 + Penalty 2649.557975 = -388035.448692
  nChanged 148
		SP:Iteration 4Q (8005.440000 sec): 3 clusters
  Score: Raw -390770.579098 + Penalty 2649.557975 = -388121.021123
  nChanged 117
		SP:Iteration 5Q (8005.450000 sec): 3 clusters
  Score: Raw -390850.999054 + Penalty 2649.557975 = -388201.441079
  nChanged 109
		SP:Iteration 6Q (8005.460000 sec): 3 clusters
  Score: Raw -390919.549726 + Penalty 2649.557975 = -388269.991751
  nChanged 106
		SP:Iteration 7Q (8005.470000 sec): 3 clusters
  Score: Raw -390994.724715 + Penalty 2649.557975 = -388345.166740
  nChanged 116
		SP:Iteration 8Q (8005.480000 sec): 3 clusters
  Score: Raw -391075.089971 + Penalty 2649.557975 = -388425.531997
  nChanged 99
		SP:Iteration 9Q (8005.490000 sec): 3 clusters
  Score: Raw -391130.408545 + Penalty 2649.557975 = -388480.850570
  nChanged 84
		SP:Iteration 10Q (8005.490000 sec): 3 clusters
  Score: Raw -391177.438274 + Penalty 2649.557975 = -388527.880299
  nChanged 84
		SP:Iteration 11Q (8005.500000 sec): 3 clusters
  Score: Raw -391227.085364 + Penalty 2649.557975 = -388577.527389
  nChanged 71
		SP:Iteration 12Q (8005.510000 sec): 3 clusters
  Score: Raw -391264.202309 + Penalty 2649.557975 = -388614.644334
  nChanged 64
		SP:Iteration 13Q (8005.520000 sec): 3 clusters
  Score: Raw -391297.604594 + Penalty 2649.557975 = -388648.046620
  nChanged 46
		SP:Iteration 14Q (8005.530000 sec): 3 clusters
  Score: Raw -391324.334763 + Penalty 2649.557975 = -388674.776788
  nChanged 58
		SP:Iteration 15Q (8005.540000 sec): 3 clusters
  Score: Raw -391354.582632 + Penalty 2649.557975 = -388705.024657
  nChanged 43
		SP:Iteration 16Q (8005.550000 sec): 3 clusters
  Score: Raw -391375.149319 + Penalty 2649.557975 = -388725.591344
  nChanged 46
		SP:Iteration 17Q (8005.560000 sec): 3 clusters
  Score: Raw -391397.843529 + Penalty 2649.557975 = -388748.285555
  nChanged 43
		SP:Iteration 18Q (8005.570000 sec): 3 clusters
  Score: Raw -391426.641187 + Penalty 2649.557975 = -388777.083212
  nChanged 33
		SP:Iteration 19Q (8005.570000 sec): 3 clusters
  Score: Raw -391451.269459 + Penalty 2649.557975 = -388801.711485
  nChanged 36
		SP:Iteration 20F (8005.580000 sec): 3 clusters
  Score: Raw -391474.827422 + Penalty 2649.557975 = -388825.269448
  nChanged 33
		SP:Iteration 21Q (8005.590000 sec): 3 clusters
  Score: Raw -391497.718874 + Penalty 2649.557975 = -388848.160899
  nChanged 29
		SP:Iteration 22Q (8005.610000 sec): 3 clusters
  Score: Raw -391511.143578 + Penalty 2649.557975 = -388861.585603
  nChanged 15
		SP:Iteration 23Q (8005.610000 sec): 3 clusters
  Score: Raw -391520.149133 + Penalty 2649.557975 = -388870.591158
  nChanged 22
		SP:Iteration 24Q (8005.620000 sec): 3 clusters
  Score: Raw -391530.440212 + Penalty 2649.557975 = -388880.882237
  nChanged 20
		SP:Iteration 25Q (8005.630000 sec): 3 clusters
  Score: Raw -391539.243382 + Penalty 2649.557975 = -388889.685407
  nChanged 18
		SP:Iteration 26Q (8005.640000 sec): 3 clusters
  Score: Raw -391549.048917 + Penalty 2649.557975 = -388899.490942
  nChanged 16
		SP:Iteration 27Q (8005.640000 sec): 3 clusters
  Score: Raw -391555.800934 + Penalty 2649.557975 = -388906.242959
  nChanged 12
		SP:Iteration 28Q (8005.650000 sec): 3 clusters
  Score: Raw -391560.362879 + Penalty 2649.557975 = -388910.804904
  nChanged 9
		SP:Iteration 29Q (8005.660000 sec): 3 clusters
  Score: Raw -391564.112735 + Penalty 2649.557975 = -388914.554761
  nChanged 3
		SP:Iteration 30Q (8005.670000 sec): 3 clusters
  Score: Raw -391566.254851 + Penalty 2649.557975 = -388916.696877
  nChanged 5
		SP:Iteration 31Q (8005.670000 sec): 3 clusters
  Score: Raw -391567.832697 + Penalty 2649.557975 = -388918.274722
  nChanged 7
		SP:Iteration 32Q (8005.680000 sec): 3 clusters
  Score: Raw -391570.710935 + Penalty 2649.557975 = -388921.152960
  nChanged 7
		SP:Iteration 33Q (8005.690000 sec): 3 clusters
  Score: Raw -391575.666615 + Penalty 2649.557975 = -388926.108640
  nChanged 6
		SP:Iteration 34Q (8005.700000 sec): 3 clusters
  Score: Raw -391577.132912 + Penalty 2649.557975 = -388927.574937
  nChanged 6
		SP:Iteration 35Q (8005.700000 sec): 3 clusters
  Score: Raw -391579.300155 + Penalty 2649.557975 = -388929.742180
  nChanged 4
		SP:Iteration 36Q (8005.710000 sec): 3 clusters
  Score: Raw -391580.673753 + Penalty 2649.557975 = -388931.115779
  nChanged 4
		SP:Iteration 37Q (8005.720000 sec): 3 clusters
  Score: Raw -391582.288050 + Penalty 2649.557975 = -388932.730075
  nChanged 5
		SP:Iteration 38Q (8005.730000 sec): 3 clusters
  Score: Raw -391584.055709 + Penalty 2649.557975 = -388934.497734
  nChanged 1
		SP:Iteration 39Q (8005.740000 sec): 3 clusters
  Score: Raw -391584.714632 + Penalty 2649.557975 = -388935.156657
  nChanged 1
		SP:Iteration 40F (8005.750000 sec): 3 clusters
  Score: Raw -391585.081163 + Penalty 2649.557975 = -388935.523188
  nChanged 2
		SP:Iteration 41Q (8005.750000 sec): 3 clusters
  Score: Raw -391585.407355 + Penalty 2649.557975 = -388935.849381
  nChanged 1
		SP:Iteration 42Q (8005.760000 sec): 3 clusters
  Score: Raw -391585.565525 + Penalty 2649.557975 = -388936.007550
  nChanged 1
		SP:Iteration 43Q (8005.770000 sec): 3 clusters
  Score: Raw -391585.674977 + Penalty 2649.557975 = -388936.117003
  nChanged 1
		SP:Iteration 44Q (8005.780000 sec): 3 clusters
  Score: Raw -391585.816653 + Penalty 2649.557975 = -388936.258678
  nChanged 0
		SP:Iteration 45F (8005.790000 sec): 3 clusters
  Score: Raw -391585.816653 + Penalty 2649.557975 = -388936.258678
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8005.800000 sec): 2 clusters
  Score: Raw -151401.832669 + Penalty 1172.117645 = -150229.715024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8005.800000 sec): 3 clusters
  Score: Raw -150882.931905 + Penalty 2344.235289 = -148538.696616
  nChanged 455
		SP:Iteration 1F (8005.810000 sec): 3 clusters
  Score: Raw -151266.434006 + Penalty 2344.235289 = -148922.198717
  nChanged 114
		SP:Iteration 2F (8005.810000 sec): 3 clusters
  Score: Raw -151368.769062 + Penalty 2344.235289 = -149024.533772
  nChanged 69
		SP:Iteration 3F (8005.810000 sec): 3 clusters
  Score: Raw -151433.577609 + Penalty 2344.235289 = -149089.342319
  nChanged 37
		SP:Iteration 4Q (8005.810000 sec): 3 clusters
  Score: Raw -151469.846034 + Penalty 2344.235289 = -149125.610745
  nChanged 31
		SP:Iteration 5Q (8005.820000 sec): 3 clusters
  Score: Raw -151503.569778 + Penalty 2344.235289 = -149159.334488
  nChanged 31
		SP:Iteration 6Q (8005.820000 sec): 3 clusters
  Score: Raw -151524.219631 + Penalty 2344.235289 = -149179.984341
  nChanged 19
		SP:Iteration 7Q (8005.830000 sec): 3 clusters
  Score: Raw -151543.398106 + Penalty 2344.235289 = -149199.162816
  nChanged 25
		SP:Iteration 8Q (8005.830000 sec): 3 clusters
  Score: Raw -151563.430421 + Penalty 2344.235289 = -149219.195132
  nChanged 25
		SP:Iteration 9Q (8005.830000 sec): 3 clusters
  Score: Raw -151592.634151 + Penalty 2344.235289 = -149248.398861
  nChanged 31
		SP:Iteration 10Q (8005.840000 sec): 3 clusters
  Score: Raw -151627.810926 + Penalty 2344.235289 = -149283.575637
  nChanged 40
		SP:Iteration 11Q (8005.840000 sec): 3 clusters
  Score: Raw -151662.895245 + Penalty 2344.235289 = -149318.659956
  nChanged 30
		SP:Iteration 12Q (8005.840000 sec): 3 clusters
  Score: Raw -151695.821348 + Penalty 2344.235289 = -149351.586058
  nChanged 23
		SP:Iteration 13Q (8005.850000 sec): 3 clusters
  Score: Raw -151717.243585 + Penalty 2344.235289 = -149373.008296
  nChanged 29
		SP:Iteration 14Q (8005.850000 sec): 3 clusters
  Score: Raw -151750.211144 + Penalty 2344.235289 = -149405.975855
  nChanged 26
		SP:Iteration 15Q (8005.850000 sec): 3 clusters
  Score: Raw -151781.161976 + Penalty 2344.235289 = -149436.926686
  nChanged 22
		SP:Iteration 16Q (8005.860000 sec): 3 clusters
  Score: Raw -151814.849314 + Penalty 2344.235289 = -149470.614025
  nChanged 17
		SP:Iteration 17Q (8005.860000 sec): 3 clusters
  Score: Raw -151852.729449 + Penalty 2344.235289 = -149508.494160
  nChanged 28
		SP:Iteration 18Q (8005.860000 sec): 3 clusters
  Score: Raw -151905.368824 + Penalty 2344.235289 = -149561.133535
  nChanged 36
		SP:Iteration 19Q (8005.870000 sec): 3 clusters
  Score: Raw -151985.088818 + Penalty 2344.235289 = -149640.853529
  nChanged 34
		SP:Iteration 20F (8005.870000 sec): 3 clusters
  Score: Raw -152035.773328 + Penalty 2344.235289 = -149691.538039
  nChanged 32
		SP:Iteration 21Q (8005.870000 sec): 3 clusters
  Score: Raw -152089.287181 + Penalty 2344.235289 = -149745.051892
  nChanged 24
		SP:Iteration 22Q (8005.880000 sec): 3 clusters
  Score: Raw -152122.181076 + Penalty 2344.235289 = -149777.945787
  nChanged 18
		SP:Iteration 23Q (8005.880000 sec): 3 clusters
  Score: Raw -152148.018597 + Penalty 2344.235289 = -149803.783308
  nChanged 15
		SP:Iteration 24Q (8005.880000 sec): 3 clusters
  Score: Raw -152166.200802 + Penalty 2344.235289 = -149821.965513
  nChanged 5
		SP:Iteration 25Q (8005.890000 sec): 3 clusters
  Score: Raw -152177.255810 + Penalty 2344.235289 = -149833.020520
  nChanged 10
		SP:Iteration 26Q (8005.890000 sec): 3 clusters
  Score: Raw -152189.773890 + Penalty 2344.235289 = -149845.538600
  nChanged 14
		SP:Iteration 27Q (8005.890000 sec): 3 clusters
  Score: Raw -152208.539847 + Penalty 2344.235289 = -149864.304558
  nChanged 8
		SP:Iteration 28Q (8005.890000 sec): 3 clusters
  Score: Raw -152216.531912 + Penalty 2344.235289 = -149872.296622
  nChanged 5
		SP:Iteration 29Q (8005.890000 sec): 3 clusters
  Score: Raw -152219.864492 + Penalty 2344.235289 = -149875.629202
  nChanged 0
		SP:Iteration 30F (8005.900000 sec): 3 clusters
  Score: Raw -152219.864492 + Penalty 2344.235289 = -149875.629202
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (59236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8006.090000 sec): 2 clusters
  Score: Raw -6967950.132630 + Penalty 1785.758771 = -6966164.373860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8006.250000 sec): 3 clusters
  Score: Raw -6930153.318287 + Penalty 3571.517542 = -6926581.800746
  nChanged 27880
		SP:Iteration 1F (8006.400000 sec): 3 clusters
  Score: Raw -6946338.481484 + Penalty 3571.517542 = -6942766.963942
  nChanged 2666
		SP:Iteration 2Q (8006.560000 sec): 3 clusters
  Score: Raw -6947324.078530 + Penalty 3571.517542 = -6943752.560988
  nChanged 3126
		SP:Iteration 3F (8006.710000 sec): 3 clusters
  Score: Raw -6948753.245612 + Penalty 3571.517542 = -6945181.728070
  nChanged 3684
		SP:Iteration 4F (8006.860000 sec): 3 clusters
  Score: Raw -6950825.128924 + Penalty 3571.517542 = -6947253.611382
  nChanged 4275
		SP:Iteration 5F (8007.020000 sec): 3 clusters
  Score: Raw -6953544.840306 + Penalty 3571.517542 = -6949973.322764
  nChanged 4244
		SP:Iteration 6F (8007.180000 sec): 3 clusters
  Score: Raw -6956350.157959 + Penalty 3571.517542 = -6952778.640417
  nChanged 3845
		SP:Iteration 7F (8007.330000 sec): 3 clusters
  Score: Raw -6958944.427037 + Penalty 3571.517542 = -6955372.909495
  nChanged 3144
		SP:Iteration 8F (8007.480000 sec): 3 clusters
  Score: Raw -6961095.060758 + Penalty 3571.517542 = -6957523.543217
  nChanged 2662
		SP:Iteration 9Q (8007.640000 sec): 3 clusters
  Score: Raw -6962981.076417 + Penalty 3571.517542 = -6959409.558875
  nChanged 2225
		SP:Iteration 10Q (8007.800000 sec): 3 clusters
  Score: Raw -6964694.366318 + Penalty 3571.517542 = -6961122.848776
  nChanged 1752
		SP:Iteration 11Q (8007.950000 sec): 3 clusters
  Score: Raw -6966155.439249 + Penalty 3571.517542 = -6962583.921708
  nChanged 1179
		SP:Iteration 12Q (8008.110000 sec): 3 clusters
  Score: Raw -6967157.245145 + Penalty 3571.517542 = -6963585.727603
  nChanged 680
		SP:Iteration 13Q (8008.250000 sec): 3 clusters
  Score: Raw -6967762.060757 + Penalty 3571.517542 = -6964190.543216
  nChanged 367
		SP:Iteration 14Q (8008.390000 sec): 3 clusters
  Score: Raw -6968139.836414 + Penalty 3571.517542 = -6964568.318872
  nChanged 177
		SP:Iteration 15Q (8008.510000 sec): 3 clusters
  Score: Raw -6968333.977750 + Penalty 3571.517542 = -6964762.460208
  nChanged 114
		SP:Iteration 16Q (8008.630000 sec): 3 clusters
  Score: Raw -6968479.615877 + Penalty 3571.517542 = -6964908.098335
  nChanged 79
		SP:Iteration 17Q (8008.740000 sec): 3 clusters
  Score: Raw -6968585.923913 + Penalty 3571.517542 = -6965014.406371
  nChanged 59
		SP:Iteration 18Q (8008.850000 sec): 3 clusters
  Score: Raw -6968653.202621 + Penalty 3571.517542 = -6965081.685079
  nChanged 51
		SP:Iteration 19Q (8008.960000 sec): 3 clusters
  Score: Raw -6968691.357125 + Penalty 3571.517542 = -6965119.839583
  nChanged 32
		SP:Iteration 20F (8009.110000 sec): 3 clusters
  Score: Raw -6968711.416427 + Penalty 3571.517542 = -6965139.898885
  nChanged 22
		SP:Iteration 21Q (8009.220000 sec): 3 clusters
  Score: Raw -6968727.002976 + Penalty 3571.517542 = -6965155.485434
  nChanged 18
		SP:Iteration 22Q (8009.330000 sec): 3 clusters
  Score: Raw -6968738.107549 + Penalty 3571.517542 = -6965166.590007
  nChanged 21
		SP:Iteration 23Q (8009.430000 sec): 3 clusters
  Score: Raw -6968748.008721 + Penalty 3571.517542 = -6965176.491180
  nChanged 10
		SP:Iteration 24Q (8009.540000 sec): 3 clusters
  Score: Raw -6968753.573940 + Penalty 3571.517542 = -6965182.056399
  nChanged 4
		SP:Iteration 25Q (8009.640000 sec): 3 clusters
  Score: Raw -6968754.687994 + Penalty 3571.517542 = -6965183.170453
  nChanged 5
		SP:Iteration 26Q (8009.750000 sec): 3 clusters
  Score: Raw -6968756.106339 + Penalty 3571.517542 = -6965184.588797
  nChanged 4
		SP:Iteration 27Q (8009.860000 sec): 3 clusters
  Score: Raw -6968758.573284 + Penalty 3571.517542 = -6965187.055742
  nChanged 5
		SP:Iteration 28Q (8009.960000 sec): 3 clusters
  Score: Raw -6968760.822364 + Penalty 3571.517542 = -6965189.304822
  nChanged 2
		SP:Iteration 29Q (8010.060000 sec): 3 clusters
  Score: Raw -6968762.152419 + Penalty 3571.517542 = -6965190.634878
  nChanged 3
		SP:Iteration 30Q (8010.170000 sec): 3 clusters
  Score: Raw -6968763.708074 + Penalty 3571.517542 = -6965192.190532
  nChanged 0
		SP:Iteration 31F (8010.320000 sec): 3 clusters
  Score: Raw -6968763.708074 + Penalty 3571.517542 = -6965192.190532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8010.360000 sec): 2 clusters
  Score: Raw -103549.258265 + Penalty 1114.003930 = -102435.254335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8010.360000 sec): 3 clusters
  Score: Raw -103271.937552 + Penalty 2228.007860 = -101043.929692
  nChanged 282
		SP:Iteration 1F (8010.360000 sec): 3 clusters
  Score: Raw -103533.272984 + Penalty 2228.007860 = -101305.265124
  nChanged 59
		SP:Iteration 2F (8010.370000 sec): 3 clusters
  Score: Raw -103586.614259 + Penalty 2228.007860 = -101358.606400
  nChanged 23
		SP:Iteration 3Q (8010.370000 sec): 3 clusters
  Score: Raw -103609.220924 + Penalty 2228.007860 = -101381.213065
  nChanged 17
		SP:Iteration 4Q (8010.370000 sec): 3 clusters
  Score: Raw -103623.104002 + Penalty 2228.007860 = -101395.096142
  nChanged 8
		SP:Iteration 5Q (8010.370000 sec): 3 clusters
  Score: Raw -103628.376046 + Penalty 2228.007860 = -101400.368186
  nChanged 6
		SP:Iteration 6Q (8010.380000 sec): 3 clusters
  Score: Raw -103634.561047 + Penalty 2228.007860 = -101406.553187
  nChanged 7
		SP:Iteration 7Q (8010.380000 sec): 3 clusters
  Score: Raw -103641.650369 + Penalty 2228.007860 = -101413.642509
  nChanged 11
		SP:Iteration 8Q (8010.380000 sec): 3 clusters
  Score: Raw -103658.839149 + Penalty 2228.007860 = -101430.831290
  nChanged 15
		SP:Iteration 9Q (8010.380000 sec): 3 clusters
  Score: Raw -103671.729156 + Penalty 2228.007860 = -101443.721297
  nChanged 13
		SP:Iteration 10Q (8010.380000 sec): 3 clusters
  Score: Raw -103689.296634 + Penalty 2228.007860 = -101461.288774
  nChanged 13
		SP:Iteration 11Q (8010.390000 sec): 3 clusters
  Score: Raw -103702.927936 + Penalty 2228.007860 = -101474.920077
  nChanged 11
		SP:Iteration 12Q (8010.390000 sec): 3 clusters
  Score: Raw -103714.971629 + Penalty 2228.007860 = -101486.963769
  nChanged 9
		SP:Iteration 13Q (8010.390000 sec): 3 clusters
  Score: Raw -103724.197709 + Penalty 2228.007860 = -101496.189850
  nChanged 9
		SP:Iteration 14Q (8010.390000 sec): 3 clusters
  Score: Raw -103735.920628 + Penalty 2228.007860 = -101507.912769
  nChanged 8
		SP:Iteration 15Q (8010.400000 sec): 3 clusters
  Score: Raw -103743.478597 + Penalty 2228.007860 = -101515.470737
  nChanged 5
		SP:Iteration 16Q (8010.400000 sec): 3 clusters
  Score: Raw -103750.319876 + Penalty 2228.007860 = -101522.312016
  nChanged 13
		SP:Iteration 17Q (8010.400000 sec): 3 clusters
  Score: Raw -103765.507116 + Penalty 2228.007860 = -101537.499257
  nChanged 11
		SP:Iteration 18Q (8010.400000 sec): 3 clusters
  Score: Raw -103775.335880 + Penalty 2228.007860 = -101547.328020
  nChanged 8
		SP:Iteration 19Q (8010.400000 sec): 3 clusters
  Score: Raw -103782.292371 + Penalty 2228.007860 = -101554.284512
  nChanged 5
		SP:Iteration 20F (8010.410000 sec): 3 clusters
  Score: Raw -103790.948147 + Penalty 2228.007860 = -101562.940287
  nChanged 5
		SP:Iteration 21Q (8010.410000 sec): 3 clusters
  Score: Raw -103794.823951 + Penalty 2228.007860 = -101566.816092
  nChanged 1
		SP:Iteration 22Q (8010.410000 sec): 3 clusters
  Score: Raw -103795.577152 + Penalty 2228.007860 = -101567.569292
  nChanged 1
		SP:Iteration 23Q (8010.410000 sec): 3 clusters
  Score: Raw -103796.210186 + Penalty 2228.007860 = -101568.202326
  nChanged 0
		SP:Iteration 24F (8010.420000 sec): 3 clusters
  Score: Raw -103796.210186 + Penalty 2228.007860 = -101568.202326
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (9231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8010.440000 sec): 2 clusters
  Score: Raw -1027228.626097 + Penalty 1483.677433 = -1025744.948664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8010.470000 sec): 3 clusters
  Score: Raw -1022044.368340 + Penalty 2967.354866 = -1019077.013475
  nChanged 3949
		SP:Iteration 1F (8010.490000 sec): 3 clusters
  Score: Raw -1024124.939139 + Penalty 2967.354866 = -1021157.584273
  nChanged 539
		SP:Iteration 2F (8010.520000 sec): 3 clusters
  Score: Raw -1024344.341361 + Penalty 2967.354866 = -1021376.986495
  nChanged 447
		SP:Iteration 3Q (8010.540000 sec): 3 clusters
  Score: Raw -1024522.163939 + Penalty 2967.354866 = -1021554.809073
  nChanged 396
		SP:Iteration 4Q (8010.560000 sec): 3 clusters
  Score: Raw -1024677.391350 + Penalty 2967.354866 = -1021710.036484
  nChanged 332
		SP:Iteration 5Q (8010.580000 sec): 3 clusters
  Score: Raw -1024826.756321 + Penalty 2967.354866 = -1021859.401455
  nChanged 384
		SP:Iteration 6Q (8010.600000 sec): 3 clusters
  Score: Raw -1025031.235059 + Penalty 2967.354866 = -1022063.880193
  nChanged 431
		SP:Iteration 7Q (8010.620000 sec): 3 clusters
  Score: Raw -1025262.976036 + Penalty 2967.354866 = -1022295.621170
  nChanged 451
		SP:Iteration 8Q (8010.640000 sec): 3 clusters
  Score: Raw -1025525.721777 + Penalty 2967.354866 = -1022558.366912
  nChanged 406
		SP:Iteration 9Q (8010.670000 sec): 3 clusters
  Score: Raw -1025747.260769 + Penalty 2967.354866 = -1022779.905903
  nChanged 380
		SP:Iteration 10Q (8010.690000 sec): 3 clusters
  Score: Raw -1025963.003355 + Penalty 2967.354866 = -1022995.648490
  nChanged 377
		SP:Iteration 11Q (8010.710000 sec): 3 clusters
  Score: Raw -1026189.951343 + Penalty 2967.354866 = -1023222.596478
  nChanged 331
		SP:Iteration 12Q (8010.730000 sec): 3 clusters
  Score: Raw -1026410.657428 + Penalty 2967.354866 = -1023443.302563
  nChanged 322
		SP:Iteration 13Q (8010.760000 sec): 3 clusters
  Score: Raw -1026633.270676 + Penalty 2967.354866 = -1023665.915810
  nChanged 291
		SP:Iteration 14Q (8010.780000 sec): 3 clusters
  Score: Raw -1026843.025381 + Penalty 2967.354866 = -1023875.670515
  nChanged 239
		SP:Iteration 15Q (8010.800000 sec): 3 clusters
  Score: Raw -1027029.295342 + Penalty 2967.354866 = -1024061.940476
  nChanged 210
		SP:Iteration 16Q (8010.820000 sec): 3 clusters
  Score: Raw -1027184.614522 + Penalty 2967.354866 = -1024217.259656
  nChanged 153
		SP:Iteration 17Q (8010.840000 sec): 3 clusters
  Score: Raw -1027312.152553 + Penalty 2967.354866 = -1024344.797688
  nChanged 125
		SP:Iteration 18Q (8010.880000 sec): 3 clusters
  Score: Raw -1027415.052644 + Penalty 2967.354866 = -1024447.697778
  nChanged 101
		SP:Iteration 19Q (8010.900000 sec): 3 clusters
  Score: Raw -1027476.771145 + Penalty 2967.354866 = -1024509.416279
  nChanged 60
		SP:Iteration 20F (8010.920000 sec): 3 clusters
  Score: Raw -1027518.898116 + Penalty 2967.354866 = -1024551.543250
  nChanged 44
		SP:Iteration 21Q (8010.940000 sec): 3 clusters
  Score: Raw -1027560.666064 + Penalty 2967.354866 = -1024593.311198
  nChanged 41
		SP:Iteration 22Q (8010.960000 sec): 3 clusters
  Score: Raw -1027587.223419 + Penalty 2967.354866 = -1024619.868553
  nChanged 37
		SP:Iteration 23Q (8010.970000 sec): 3 clusters
  Score: Raw -1027609.114505 + Penalty 2967.354866 = -1024641.759640
  nChanged 27
		SP:Iteration 24Q (8010.990000 sec): 3 clusters
  Score: Raw -1027627.072749 + Penalty 2967.354866 = -1024659.717883
  nChanged 27
		SP:Iteration 25Q (8011.010000 sec): 3 clusters
  Score: Raw -1027644.683721 + Penalty 2967.354866 = -1024677.328855
  nChanged 26
		SP:Iteration 26Q (8011.020000 sec): 3 clusters
  Score: Raw -1027662.465204 + Penalty 2967.354866 = -1024695.110338
  nChanged 23
		SP:Iteration 27Q (8011.040000 sec): 3 clusters
  Score: Raw -1027675.896297 + Penalty 2967.354866 = -1024708.541431
  nChanged 26
		SP:Iteration 28Q (8011.060000 sec): 3 clusters
  Score: Raw -1027693.243991 + Penalty 2967.354866 = -1024725.889125
  nChanged 19
		SP:Iteration 29Q (8011.080000 sec): 3 clusters
  Score: Raw -1027705.002483 + Penalty 2967.354866 = -1024737.647617
  nChanged 15
		SP:Iteration 30Q (8011.090000 sec): 3 clusters
  Score: Raw -1027709.239263 + Penalty 2967.354866 = -1024741.884397
  nChanged 7
		SP:Iteration 31Q (8011.110000 sec): 3 clusters
  Score: Raw -1027711.373696 + Penalty 2967.354866 = -1024744.018831
  nChanged 5
		SP:Iteration 32Q (8011.130000 sec): 3 clusters
  Score: Raw -1027713.045813 + Penalty 2967.354866 = -1024745.690948
  nChanged 1
		SP:Iteration 33Q (8011.140000 sec): 3 clusters
  Score: Raw -1027713.212785 + Penalty 2967.354866 = -1024745.857919
  nChanged 1
		SP:Iteration 34Q (8011.160000 sec): 3 clusters
  Score: Raw -1027713.566909 + Penalty 2967.354866 = -1024746.212044
  nChanged 0
		SP:Iteration 35F (8011.180000 sec): 3 clusters
  Score: Raw -1027713.566909 + Penalty 2967.354866 = -1024746.212044
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8011.200000 sec): 2 clusters
  Score: Raw -312084.169112 + Penalty 1296.140941 = -310788.028171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8011.200000 sec): 3 clusters
  Score: Raw -310741.779027 + Penalty 2592.281882 = -308149.497145
  nChanged 1102
		SP:Iteration 1F (8011.210000 sec): 3 clusters
  Score: Raw -311562.124979 + Penalty 2592.281882 = -308969.843097
  nChanged 285
		SP:Iteration 2F (8011.220000 sec): 3 clusters
  Score: Raw -311962.698548 + Penalty 2592.281882 = -309370.416666
  nChanged 245
		SP:Iteration 3F (8011.220000 sec): 3 clusters
  Score: Raw -312265.909825 + Penalty 2592.281882 = -309673.627943
  nChanged 199
		SP:Iteration 4F (8011.230000 sec): 3 clusters
  Score: Raw -312499.421355 + Penalty 2592.281882 = -309907.139473
  nChanged 162
		SP:Iteration 5F (8011.240000 sec): 3 clusters
  Score: Raw -312680.259788 + Penalty 2592.281882 = -310087.977906
  nChanged 119
		SP:Iteration 6Q (8011.240000 sec): 3 clusters
  Score: Raw -312781.364921 + Penalty 2592.281882 = -310189.083039
  nChanged 85
		SP:Iteration 7Q (8011.250000 sec): 3 clusters
  Score: Raw -312842.495742 + Penalty 2592.281882 = -310250.213861
  nChanged 56
		SP:Iteration 8Q (8011.260000 sec): 3 clusters
  Score: Raw -312874.838171 + Penalty 2592.281882 = -310282.556289
  nChanged 37
		SP:Iteration 9Q (8011.260000 sec): 3 clusters
  Score: Raw -312889.526875 + Penalty 2592.281882 = -310297.244994
  nChanged 22
		SP:Iteration 10Q (8011.270000 sec): 3 clusters
  Score: Raw -312895.408821 + Penalty 2592.281882 = -310303.126939
  nChanged 11
		SP:Iteration 11Q (8011.280000 sec): 3 clusters
  Score: Raw -312899.919268 + Penalty 2592.281882 = -310307.637387
  nChanged 10
		SP:Iteration 12Q (8011.280000 sec): 3 clusters
  Score: Raw -312903.869227 + Penalty 2592.281882 = -310311.587345
  nChanged 6
		SP:Iteration 13Q (8011.290000 sec): 3 clusters
  Score: Raw -312906.510957 + Penalty 2592.281882 = -310314.229076
  nChanged 4
		SP:Iteration 14Q (8011.300000 sec): 3 clusters
  Score: Raw -312909.050092 + Penalty 2592.281882 = -310316.768211
  nChanged 3
		SP:Iteration 15Q (8011.300000 sec): 3 clusters
  Score: Raw -312910.296596 + Penalty 2592.281882 = -310318.014714
  nChanged 2
		SP:Iteration 16Q (8011.310000 sec): 3 clusters
  Score: Raw -312910.736409 + Penalty 2592.281882 = -310318.454527
  nChanged 0
		SP:Iteration 17F (8011.320000 sec): 3 clusters
  Score: Raw -312910.736409 + Penalty 2592.281882 = -310318.454527
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8011.330000 sec): 2 clusters
  Score: Raw -370195.771153 + Penalty 1311.013632 = -368884.757521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8011.340000 sec): 3 clusters
  Score: Raw -368663.860793 + Penalty 2622.027264 = -366041.833529
  nChanged 1213
		SP:Iteration 1F (8011.340000 sec): 3 clusters
  Score: Raw -369323.565496 + Penalty 2622.027264 = -366701.538232
  nChanged 259
		SP:Iteration 2F (8011.350000 sec): 3 clusters
  Score: Raw -369480.955498 + Penalty 2622.027264 = -366858.928235
  nChanged 177
		SP:Iteration 3F (8011.360000 sec): 3 clusters
  Score: Raw -369581.159368 + Penalty 2622.027264 = -366959.132104
  nChanged 137
		SP:Iteration 4Q (8011.360000 sec): 3 clusters
  Score: Raw -369652.321796 + Penalty 2622.027264 = -367030.294532
  nChanged 115
		SP:Iteration 5Q (8011.370000 sec): 3 clusters
  Score: Raw -369717.344883 + Penalty 2622.027264 = -367095.317619
  nChanged 101
		SP:Iteration 6Q (8011.380000 sec): 3 clusters
  Score: Raw -369779.250283 + Penalty 2622.027264 = -367157.223019
  nChanged 100
		SP:Iteration 7Q (8011.390000 sec): 3 clusters
  Score: Raw -369847.809149 + Penalty 2622.027264 = -367225.781886
  nChanged 103
		SP:Iteration 8Q (8011.400000 sec): 3 clusters
  Score: Raw -369913.264778 + Penalty 2622.027264 = -367291.237514
  nChanged 83
		SP:Iteration 9Q (8011.400000 sec): 3 clusters
  Score: Raw -369961.232651 + Penalty 2622.027264 = -367339.205387
  nChanged 72
		SP:Iteration 10Q (8011.410000 sec): 3 clusters
  Score: Raw -370004.436428 + Penalty 2622.027264 = -367382.409165
  nChanged 70
		SP:Iteration 11Q (8011.420000 sec): 3 clusters
  Score: Raw -370045.273590 + Penalty 2622.027264 = -367423.246327
  nChanged 57
		SP:Iteration 12Q (8011.430000 sec): 3 clusters
  Score: Raw -370080.547149 + Penalty 2622.027264 = -367458.519886
  nChanged 63
		SP:Iteration 13Q (8011.430000 sec): 3 clusters
  Score: Raw -370125.321013 + Penalty 2622.027264 = -367503.293750
  nChanged 59
		SP:Iteration 14Q (8011.440000 sec): 3 clusters
  Score: Raw -370164.447671 + Penalty 2622.027264 = -367542.420407
  nChanged 45
		SP:Iteration 15Q (8011.450000 sec): 3 clusters
  Score: Raw -370190.803726 + Penalty 2622.027264 = -367568.776463
  nChanged 32
		SP:Iteration 16Q (8011.460000 sec): 3 clusters
  Score: Raw -370213.733063 + Penalty 2622.027264 = -367591.705799
  nChanged 29
		SP:Iteration 17Q (8011.460000 sec): 3 clusters
  Score: Raw -370234.520215 + Penalty 2622.027264 = -367612.492952
  nChanged 24
		SP:Iteration 18Q (8011.470000 sec): 3 clusters
  Score: Raw -370246.884539 + Penalty 2622.027264 = -367624.857276
  nChanged 15
		SP:Iteration 19Q (8011.480000 sec): 3 clusters
  Score: Raw -370253.285790 + Penalty 2622.027264 = -367631.258527
  nChanged 10
		SP:Iteration 20F (8011.490000 sec): 3 clusters
  Score: Raw -370259.726879 + Penalty 2622.027264 = -367637.699615
  nChanged 9
		SP:Iteration 21Q (8011.490000 sec): 3 clusters
  Score: Raw -370265.866771 + Penalty 2622.027264 = -367643.839507
  nChanged 13
		SP:Iteration 22Q (8011.500000 sec): 3 clusters
  Score: Raw -370272.248317 + Penalty 2622.027264 = -367650.221053
  nChanged 7
		SP:Iteration 23Q (8011.510000 sec): 3 clusters
  Score: Raw -370277.756243 + Penalty 2622.027264 = -367655.728980
  nChanged 10
		SP:Iteration 24Q (8011.520000 sec): 3 clusters
  Score: Raw -370282.905277 + Penalty 2622.027264 = -367660.878013
  nChanged 7
		SP:Iteration 25Q (8011.520000 sec): 3 clusters
  Score: Raw -370286.223163 + Penalty 2622.027264 = -367664.195900
  nChanged 10
		SP:Iteration 26Q (8011.530000 sec): 3 clusters
  Score: Raw -370293.457548 + Penalty 2622.027264 = -367671.430284
  nChanged 6
		SP:Iteration 27Q (8011.540000 sec): 3 clusters
  Score: Raw -370296.655049 + Penalty 2622.027264 = -367674.627785
  nChanged 7
		SP:Iteration 28Q (8011.540000 sec): 3 clusters
  Score: Raw -370302.460520 + Penalty 2622.027264 = -367680.433257
  nChanged 7
		SP:Iteration 29Q (8011.550000 sec): 3 clusters
  Score: Raw -370306.186052 + Penalty 2622.027264 = -367684.158789
  nChanged 4
		SP:Iteration 30Q (8011.560000 sec): 3 clusters
  Score: Raw -370308.388336 + Penalty 2622.027264 = -367686.361072
  nChanged 4
		SP:Iteration 31Q (8011.570000 sec): 3 clusters
  Score: Raw -370310.923206 + Penalty 2622.027264 = -367688.895942
  nChanged 5
		SP:Iteration 32Q (8011.570000 sec): 3 clusters
  Score: Raw -370313.877321 + Penalty 2622.027264 = -367691.850058
  nChanged 6
		SP:Iteration 33Q (8011.580000 sec): 3 clusters
  Score: Raw -370317.343503 + Penalty 2622.027264 = -367695.316240
  nChanged 6
		SP:Iteration 34Q (8011.590000 sec): 3 clusters
  Score: Raw -370319.933326 + Penalty 2622.027264 = -367697.906063
  nChanged 5
		SP:Iteration 35Q (8011.600000 sec): 3 clusters
  Score: Raw -370323.829983 + Penalty 2622.027264 = -367701.802720
  nChanged 9
		SP:Iteration 36Q (8011.600000 sec): 3 clusters
  Score: Raw -370328.683536 + Penalty 2622.027264 = -367706.656272
  nChanged 3
		SP:Iteration 37Q (8011.610000 sec): 3 clusters
  Score: Raw -370329.830682 + Penalty 2622.027264 = -367707.803418
  nChanged 2
		SP:Iteration 38Q (8011.620000 sec): 3 clusters
  Score: Raw -370331.395917 + Penalty 2622.027264 = -367709.368653
  nChanged 5
		SP:Iteration 39Q (8011.620000 sec): 3 clusters
  Score: Raw -370333.476047 + Penalty 2622.027264 = -367711.448784
  nChanged 3
		SP:Iteration 40F (8011.630000 sec): 3 clusters
  Score: Raw -370335.794287 + Penalty 2622.027264 = -367713.767023
  nChanged 5
		SP:Iteration 41Q (8011.640000 sec): 3 clusters
  Score: Raw -370338.018991 + Penalty 2622.027264 = -367715.991727
  nChanged 2
		SP:Iteration 42Q (8011.650000 sec): 3 clusters
  Score: Raw -370339.426802 + Penalty 2622.027264 = -367717.399538
  nChanged 5
		SP:Iteration 43Q (8011.660000 sec): 3 clusters
  Score: Raw -370342.888991 + Penalty 2622.027264 = -367720.861727
  nChanged 3
		SP:Iteration 44Q (8011.660000 sec): 3 clusters
  Score: Raw -370344.530840 + Penalty 2622.027264 = -367722.503577
  nChanged 2
		SP:Iteration 45Q (8011.670000 sec): 3 clusters
  Score: Raw -370345.413843 + Penalty 2622.027264 = -367723.386580
  nChanged 3
		SP:Iteration 46Q (8011.680000 sec): 3 clusters
  Score: Raw -370346.560024 + Penalty 2622.027264 = -367724.532760
  nChanged 1
		SP:Iteration 47Q (8011.690000 sec): 3 clusters
  Score: Raw -370347.304519 + Penalty 2622.027264 = -367725.277255
  nChanged 1
		SP:Iteration 48Q (8011.690000 sec): 3 clusters
  Score: Raw -370348.479043 + Penalty 2622.027264 = -367726.451780
  nChanged 3
		SP:Iteration 49Q (8011.700000 sec): 3 clusters
  Score: Raw -370349.549620 + Penalty 2622.027264 = -367727.522356
  nChanged 5
		SP:Iteration 50Q (8011.710000 sec): 3 clusters
  Score: Raw -370351.508064 + Penalty 2622.027264 = -367729.480801
  nChanged 1
		SP:Iteration 51Q (8011.720000 sec): 3 clusters
  Score: Raw -370352.066462 + Penalty 2622.027264 = -367730.039198
  nChanged 0
		SP:Iteration 52F (8011.720000 sec): 3 clusters
  Score: Raw -370352.066462 + Penalty 2622.027264 = -367730.039198
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8011.770000 sec): 2 clusters
  Score: Raw -1503787.752202 + Penalty 1536.311934 = -1502251.440268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8011.810000 sec): 3 clusters
  Score: Raw -1496314.610510 + Penalty 3072.623867 = -1493241.986643
  nChanged 5738
		SP:Iteration 1F (8011.840000 sec): 3 clusters
  Score: Raw -1499416.202502 + Penalty 3072.623867 = -1496343.578634
  nChanged 817
		SP:Iteration 2F (8011.870000 sec): 3 clusters
  Score: Raw -1499811.503669 + Penalty 3072.623867 = -1496738.879802
  nChanged 753
		SP:Iteration 3F (8011.910000 sec): 3 clusters
  Score: Raw -1500195.461262 + Penalty 3072.623867 = -1497122.837394
  nChanged 722
		SP:Iteration 4F (8011.940000 sec): 3 clusters
  Score: Raw -1500610.387984 + Penalty 3072.623867 = -1497537.764116
  nChanged 721
		SP:Iteration 5F (8011.970000 sec): 3 clusters
  Score: Raw -1501025.501540 + Penalty 3072.623867 = -1497952.877673
  nChanged 706
		SP:Iteration 6F (8012.010000 sec): 3 clusters
  Score: Raw -1501413.413445 + Penalty 3072.623867 = -1498340.789577
  nChanged 676
		SP:Iteration 7F (8012.040000 sec): 3 clusters
  Score: Raw -1501773.780140 + Penalty 3072.623867 = -1498701.156272
  nChanged 593
		SP:Iteration 8Q (8012.070000 sec): 3 clusters
  Score: Raw -1502113.451279 + Penalty 3072.623867 = -1499040.827412
  nChanged 518
		SP:Iteration 9Q (8012.100000 sec): 3 clusters
  Score: Raw -1502415.238613 + Penalty 3072.623867 = -1499342.614746
  nChanged 461
		SP:Iteration 10Q (8012.130000 sec): 3 clusters
  Score: Raw -1502690.079869 + Penalty 3072.623867 = -1499617.456002
  nChanged 404
		SP:Iteration 11Q (8012.160000 sec): 3 clusters
  Score: Raw -1502976.792670 + Penalty 3072.623867 = -1499904.168803
  nChanged 361
		SP:Iteration 12Q (8012.190000 sec): 3 clusters
  Score: Raw -1503241.693419 + Penalty 3072.623867 = -1500169.069552
  nChanged 289
		SP:Iteration 13Q (8012.220000 sec): 3 clusters
  Score: Raw -1503435.876545 + Penalty 3072.623867 = -1500363.252677
  nChanged 256
		SP:Iteration 14Q (8012.250000 sec): 3 clusters
  Score: Raw -1503593.263880 + Penalty 3072.623867 = -1500520.640013
  nChanged 193
		SP:Iteration 15Q (8012.280000 sec): 3 clusters
  Score: Raw -1503713.236501 + Penalty 3072.623867 = -1500640.612634
  nChanged 153
		SP:Iteration 16Q (8012.310000 sec): 3 clusters
  Score: Raw -1503810.078198 + Penalty 3072.623867 = -1500737.454330
  nChanged 139
		SP:Iteration 17Q (8012.330000 sec): 3 clusters
  Score: Raw -1503892.398784 + Penalty 3072.623867 = -1500819.774916
  nChanged 113
		SP:Iteration 18Q (8012.360000 sec): 3 clusters
  Score: Raw -1503960.620603 + Penalty 3072.623867 = -1500887.996736
  nChanged 107
		SP:Iteration 19Q (8012.390000 sec): 3 clusters
  Score: Raw -1504024.518516 + Penalty 3072.623867 = -1500951.894648
  nChanged 88
		SP:Iteration 20F (8012.420000 sec): 3 clusters
  Score: Raw -1504071.288330 + Penalty 3072.623867 = -1500998.664463
  nChanged 70
		SP:Iteration 21Q (8012.440000 sec): 3 clusters
  Score: Raw -1504101.395582 + Penalty 3072.623867 = -1501028.771715
  nChanged 52
		SP:Iteration 22Q (8012.470000 sec): 3 clusters
  Score: Raw -1504123.613302 + Penalty 3072.623867 = -1501050.989434
  nChanged 50
		SP:Iteration 23Q (8012.490000 sec): 3 clusters
  Score: Raw -1504147.720047 + Penalty 3072.623867 = -1501075.096180
  nChanged 45
		SP:Iteration 24Q (8012.510000 sec): 3 clusters
  Score: Raw -1504167.210310 + Penalty 3072.623867 = -1501094.586442
  nChanged 38
		SP:Iteration 25Q (8012.540000 sec): 3 clusters
  Score: Raw -1504181.900177 + Penalty 3072.623867 = -1501109.276309
  nChanged 30
		SP:Iteration 26Q (8012.560000 sec): 3 clusters
  Score: Raw -1504192.294584 + Penalty 3072.623867 = -1501119.670717
  nChanged 23
		SP:Iteration 27Q (8012.590000 sec): 3 clusters
  Score: Raw -1504199.973995 + Penalty 3072.623867 = -1501127.350127
  nChanged 16
		SP:Iteration 28Q (8012.610000 sec): 3 clusters
  Score: Raw -1504205.650736 + Penalty 3072.623867 = -1501133.026868
  nChanged 12
		SP:Iteration 29Q (8012.630000 sec): 3 clusters
  Score: Raw -1504208.267988 + Penalty 3072.623867 = -1501135.644120
  nChanged 8
		SP:Iteration 30Q (8012.660000 sec): 3 clusters
  Score: Raw -1504209.809872 + Penalty 3072.623867 = -1501137.186005
  nChanged 6
		SP:Iteration 31Q (8012.690000 sec): 3 clusters
  Score: Raw -1504211.374128 + Penalty 3072.623867 = -1501138.750261
  nChanged 6
		SP:Iteration 32Q (8012.710000 sec): 3 clusters
  Score: Raw -1504213.116120 + Penalty 3072.623867 = -1501140.492253
  nChanged 7
		SP:Iteration 33Q (8012.730000 sec): 3 clusters
  Score: Raw -1504215.010867 + Penalty 3072.623867 = -1501142.387000
  nChanged 8
		SP:Iteration 34Q (8012.760000 sec): 3 clusters
  Score: Raw -1504217.868608 + Penalty 3072.623867 = -1501145.244741
  nChanged 10
		SP:Iteration 35Q (8012.780000 sec): 3 clusters
  Score: Raw -1504220.763769 + Penalty 3072.623867 = -1501148.139901
  nChanged 10
		SP:Iteration 36Q (8012.810000 sec): 3 clusters
  Score: Raw -1504223.125278 + Penalty 3072.623867 = -1501150.501411
  nChanged 8
		SP:Iteration 37Q (8012.830000 sec): 3 clusters
  Score: Raw -1504224.730688 + Penalty 3072.623867 = -1501152.106821
  nChanged 9
		SP:Iteration 38Q (8012.850000 sec): 3 clusters
  Score: Raw -1504226.616759 + Penalty 3072.623867 = -1501153.992892
  nChanged 4
		SP:Iteration 39Q (8012.880000 sec): 3 clusters
  Score: Raw -1504227.395011 + Penalty 3072.623867 = -1501154.771143
  nChanged 4
		SP:Iteration 40F (8012.910000 sec): 3 clusters
  Score: Raw -1504228.530372 + Penalty 3072.623867 = -1501155.906505
  nChanged 3
		SP:Iteration 41Q (8012.930000 sec): 3 clusters
  Score: Raw -1504229.425029 + Penalty 3072.623867 = -1501156.801162
  nChanged 1
		SP:Iteration 42Q (8012.960000 sec): 3 clusters
  Score: Raw -1504229.619514 + Penalty 3072.623867 = -1501156.995647
  nChanged 0
		SP:Iteration 43F (8013.000000 sec): 3 clusters
  Score: Raw -1504229.619514 + Penalty 3072.623867 = -1501156.995647
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8013.010000 sec): 2 clusters
  Score: Raw -279000.497709 + Penalty 1271.861841 = -277728.635868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8013.020000 sec): 3 clusters
  Score: Raw -277883.574960 + Penalty 2543.723682 = -275339.851278
  nChanged 928
		SP:Iteration 1F (8013.030000 sec): 3 clusters
  Score: Raw -278468.910378 + Penalty 2543.723682 = -275925.186696
  nChanged 228
		SP:Iteration 2F (8013.030000 sec): 3 clusters
  Score: Raw -278649.058867 + Penalty 2543.723682 = -276105.335185
  nChanged 153
		SP:Iteration 3F (8013.040000 sec): 3 clusters
  Score: Raw -278781.619612 + Penalty 2543.723682 = -276237.895930
  nChanged 126
		SP:Iteration 4F (8013.050000 sec): 3 clusters
  Score: Raw -278860.982194 + Penalty 2543.723682 = -276317.258512
  nChanged 99
		SP:Iteration 5Q (8013.050000 sec): 3 clusters
  Score: Raw -278929.490257 + Penalty 2543.723682 = -276385.766575
  nChanged 90
		SP:Iteration 6Q (8013.060000 sec): 3 clusters
  Score: Raw -278995.517119 + Penalty 2543.723682 = -276451.793438
  nChanged 86
		SP:Iteration 7Q (8013.060000 sec): 3 clusters
  Score: Raw -279053.608852 + Penalty 2543.723682 = -276509.885170
  nChanged 77
		SP:Iteration 8Q (8013.070000 sec): 3 clusters
  Score: Raw -279113.162518 + Penalty 2543.723682 = -276569.438836
  nChanged 82
		SP:Iteration 9Q (8013.070000 sec): 3 clusters
  Score: Raw -279182.661248 + Penalty 2543.723682 = -276638.937566
  nChanged 71
		SP:Iteration 10Q (8013.080000 sec): 3 clusters
  Score: Raw -279242.571208 + Penalty 2543.723682 = -276698.847526
  nChanged 59
		SP:Iteration 11Q (8013.090000 sec): 3 clusters
  Score: Raw -279283.823880 + Penalty 2543.723682 = -276740.100198
  nChanged 51
		SP:Iteration 12Q (8013.090000 sec): 3 clusters
  Score: Raw -279324.617440 + Penalty 2543.723682 = -276780.893758
  nChanged 54
		SP:Iteration 13Q (8013.100000 sec): 3 clusters
  Score: Raw -279370.991887 + Penalty 2543.723682 = -276827.268205
  nChanged 39
		SP:Iteration 14Q (8013.120000 sec): 3 clusters
  Score: Raw -279397.626171 + Penalty 2543.723682 = -276853.902489
  nChanged 20
		SP:Iteration 15Q (8013.120000 sec): 3 clusters
  Score: Raw -279413.370462 + Penalty 2543.723682 = -276869.646780
  nChanged 18
		SP:Iteration 16Q (8013.130000 sec): 3 clusters
  Score: Raw -279425.149545 + Penalty 2543.723682 = -276881.425863
  nChanged 11
		SP:Iteration 17Q (8013.130000 sec): 3 clusters
  Score: Raw -279432.773432 + Penalty 2543.723682 = -276889.049751
  nChanged 8
		SP:Iteration 18Q (8013.140000 sec): 3 clusters
  Score: Raw -279436.224384 + Penalty 2543.723682 = -276892.500702
  nChanged 3
		SP:Iteration 19Q (8013.150000 sec): 3 clusters
  Score: Raw -279437.110533 + Penalty 2543.723682 = -276893.386851
  nChanged 0
		SP:Iteration 20F (8013.150000 sec): 3 clusters
  Score: Raw -279437.110533 + Penalty 2543.723682 = -276893.386851
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8013.170000 sec): 2 clusters
  Score: Raw -483881.262985 + Penalty 1367.139332 = -482514.123653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8013.180000 sec): 3 clusters
  Score: Raw -481549.324035 + Penalty 2734.278664 = -478815.045371
  nChanged 1825
		SP:Iteration 1F (8013.190000 sec): 3 clusters
  Score: Raw -482634.606176 + Penalty 2734.278664 = -479900.327512
  nChanged 396
		SP:Iteration 2F (8013.200000 sec): 3 clusters
  Score: Raw -482990.014419 + Penalty 2734.278664 = -480255.735755
  nChanged 327
		SP:Iteration 3F (8013.210000 sec): 3 clusters
  Score: Raw -483311.390419 + Penalty 2734.278664 = -480577.111755
  nChanged 296
		SP:Iteration 4F (8013.220000 sec): 3 clusters
  Score: Raw -483648.949114 + Penalty 2734.278664 = -480914.670449
  nChanged 297
		SP:Iteration 5F (8013.230000 sec): 3 clusters
  Score: Raw -483988.856457 + Penalty 2734.278664 = -481254.577792
  nChanged 300
		SP:Iteration 6F (8013.240000 sec): 3 clusters
  Score: Raw -484324.486581 + Penalty 2734.278664 = -481590.207916
  nChanged 254
		SP:Iteration 7F (8013.250000 sec): 3 clusters
  Score: Raw -484570.180934 + Penalty 2734.278664 = -481835.902270
  nChanged 178
		SP:Iteration 8Q (8013.260000 sec): 3 clusters
  Score: Raw -484745.616433 + Penalty 2734.278664 = -482011.337768
  nChanged 143
		SP:Iteration 9Q (8013.270000 sec): 3 clusters
  Score: Raw -484857.103734 + Penalty 2734.278664 = -482122.825070
  nChanged 101
		SP:Iteration 10Q (8013.290000 sec): 3 clusters
  Score: Raw -484917.700736 + Penalty 2734.278664 = -482183.422072
  nChanged 68
		SP:Iteration 11Q (8013.290000 sec): 3 clusters
  Score: Raw -484946.626604 + Penalty 2734.278664 = -482212.347940
  nChanged 32
		SP:Iteration 12Q (8013.310000 sec): 3 clusters
  Score: Raw -484963.116211 + Penalty 2734.278664 = -482228.837546
  nChanged 35
		SP:Iteration 13Q (8013.310000 sec): 3 clusters
  Score: Raw -484975.560401 + Penalty 2734.278664 = -482241.281737
  nChanged 17
		SP:Iteration 14Q (8013.320000 sec): 3 clusters
  Score: Raw -484980.946127 + Penalty 2734.278664 = -482246.667462
  nChanged 9
		SP:Iteration 15Q (8013.330000 sec): 3 clusters
  Score: Raw -484982.604856 + Penalty 2734.278664 = -482248.326192
  nChanged 5
		SP:Iteration 16Q (8013.340000 sec): 3 clusters
  Score: Raw -484983.664145 + Penalty 2734.278664 = -482249.385481
  nChanged 5
		SP:Iteration 17Q (8013.350000 sec): 3 clusters
  Score: Raw -484984.698279 + Penalty 2734.278664 = -482250.419614
  nChanged 5
		SP:Iteration 18Q (8013.360000 sec): 3 clusters
  Score: Raw -484985.723466 + Penalty 2734.278664 = -482251.444801
  nChanged 5
		SP:Iteration 19Q (8013.370000 sec): 3 clusters
  Score: Raw -484987.090068 + Penalty 2734.278664 = -482252.811403
  nChanged 5
		SP:Iteration 20F (8013.380000 sec): 3 clusters
  Score: Raw -484988.107194 + Penalty 2734.278664 = -482253.828529
  nChanged 5
		SP:Iteration 21Q (8013.390000 sec): 3 clusters
  Score: Raw -484988.971882 + Penalty 2734.278664 = -482254.693218
  nChanged 1
		SP:Iteration 22Q (8013.400000 sec): 3 clusters
  Score: Raw -484989.088342 + Penalty 2734.278664 = -482254.809677
  nChanged 1
		SP:Iteration 23Q (8013.410000 sec): 3 clusters
  Score: Raw -484989.210180 + Penalty 2734.278664 = -482254.931515
  nChanged 0
		SP:Iteration 24F (8013.420000 sec): 3 clusters
  Score: Raw -484989.210180 + Penalty 2734.278664 = -482254.931515
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8013.440000 sec): 2 clusters
  Score: Raw -528494.918436 + Penalty 1377.071425 = -527117.847011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8013.450000 sec): 3 clusters
  Score: Raw -526016.989616 + Penalty 2754.142849 = -523262.846767
  nChanged 1962
		SP:Iteration 1F (8013.460000 sec): 3 clusters
  Score: Raw -527107.625357 + Penalty 2754.142849 = -524353.482507
  nChanged 382
		SP:Iteration 2F (8013.470000 sec): 3 clusters
  Score: Raw -527341.291315 + Penalty 2754.142849 = -524587.148466
  nChanged 267
		SP:Iteration 3F (8013.490000 sec): 3 clusters
  Score: Raw -527498.336370 + Penalty 2754.142849 = -524744.193521
  nChanged 221
		SP:Iteration 4Q (8013.500000 sec): 3 clusters
  Score: Raw -527619.198457 + Penalty 2754.142849 = -524865.055607
  nChanged 216
		SP:Iteration 5Q (8013.510000 sec): 3 clusters
  Score: Raw -527753.013553 + Penalty 2754.142849 = -524998.870704
  nChanged 217
		SP:Iteration 6Q (8013.520000 sec): 3 clusters
  Score: Raw -527888.694082 + Penalty 2754.142849 = -525134.551233
  nChanged 239
		SP:Iteration 7Q (8013.530000 sec): 3 clusters
  Score: Raw -528042.331281 + Penalty 2754.142849 = -525288.188431
  nChanged 212
		SP:Iteration 8Q (8013.550000 sec): 3 clusters
  Score: Raw -528184.628616 + Penalty 2754.142849 = -525430.485767
  nChanged 211
		SP:Iteration 9Q (8013.560000 sec): 3 clusters
  Score: Raw -528335.245827 + Penalty 2754.142849 = -525581.102978
  nChanged 168
		SP:Iteration 10Q (8013.570000 sec): 3 clusters
  Score: Raw -528454.390603 + Penalty 2754.142849 = -525700.247754
  nChanged 143
		SP:Iteration 11Q (8013.580000 sec): 3 clusters
  Score: Raw -528548.031800 + Penalty 2754.142849 = -525793.888951
  nChanged 106
		SP:Iteration 12Q (8013.590000 sec): 3 clusters
  Score: Raw -528620.396964 + Penalty 2754.142849 = -525866.254115
  nChanged 89
		SP:Iteration 13Q (8013.600000 sec): 3 clusters
  Score: Raw -528687.931939 + Penalty 2754.142849 = -525933.789090
  nChanged 81
		SP:Iteration 14Q (8013.610000 sec): 3 clusters
  Score: Raw -528745.115083 + Penalty 2754.142849 = -525990.972233
  nChanged 77
		SP:Iteration 15Q (8013.620000 sec): 3 clusters
  Score: Raw -528800.396507 + Penalty 2754.142849 = -526046.253658
  nChanged 67
		SP:Iteration 16Q (8013.630000 sec): 3 clusters
  Score: Raw -528854.373247 + Penalty 2754.142849 = -526100.230398
  nChanged 52
		SP:Iteration 17Q (8013.640000 sec): 3 clusters
  Score: Raw -528891.666414 + Penalty 2754.142849 = -526137.523565
  nChanged 45
		SP:Iteration 18Q (8013.650000 sec): 3 clusters
  Score: Raw -528930.417307 + Penalty 2754.142849 = -526176.274458
  nChanged 35
		SP:Iteration 19Q (8013.660000 sec): 3 clusters
  Score: Raw -528953.708024 + Penalty 2754.142849 = -526199.565174
  nChanged 21
		SP:Iteration 20F (8013.670000 sec): 3 clusters
  Score: Raw -528967.487740 + Penalty 2754.142849 = -526213.344891
  nChanged 15
		SP:Iteration 21Q (8013.690000 sec): 3 clusters
  Score: Raw -528978.531124 + Penalty 2754.142849 = -526224.388274
  nChanged 11
		SP:Iteration 22Q (8013.690000 sec): 3 clusters
  Score: Raw -528984.463695 + Penalty 2754.142849 = -526230.320846
  nChanged 10
		SP:Iteration 23Q (8013.710000 sec): 3 clusters
  Score: Raw -528990.754510 + Penalty 2754.142849 = -526236.611661
  nChanged 11
		SP:Iteration 24Q (8013.710000 sec): 3 clusters
  Score: Raw -528999.195943 + Penalty 2754.142849 = -526245.053094
  nChanged 5
		SP:Iteration 25Q (8013.730000 sec): 3 clusters
  Score: Raw -529004.136568 + Penalty 2754.142849 = -526249.993718
  nChanged 5
		SP:Iteration 26Q (8013.730000 sec): 3 clusters
  Score: Raw -529008.327886 + Penalty 2754.142849 = -526254.185036
  nChanged 10
		SP:Iteration 27Q (8013.740000 sec): 3 clusters
  Score: Raw -529013.771718 + Penalty 2754.142849 = -526259.628869
  nChanged 5
		SP:Iteration 28Q (8013.750000 sec): 3 clusters
  Score: Raw -529017.339732 + Penalty 2754.142849 = -526263.196883
  nChanged 3
		SP:Iteration 29Q (8013.760000 sec): 3 clusters
  Score: Raw -529020.945524 + Penalty 2754.142849 = -526266.802675
  nChanged 3
		SP:Iteration 30Q (8013.770000 sec): 3 clusters
  Score: Raw -529023.380594 + Penalty 2754.142849 = -526269.237745
  nChanged 1
		SP:Iteration 31Q (8013.780000 sec): 3 clusters
  Score: Raw -529023.856474 + Penalty 2754.142849 = -526269.713625
  nChanged 0
		SP:Iteration 32F (8013.790000 sec): 3 clusters
  Score: Raw -529023.856474 + Penalty 2754.142849 = -526269.713625
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8013.800000 sec): 2 clusters
  Score: Raw -142254.881570 + Penalty 1164.768992 = -141090.112577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8013.810000 sec): 3 clusters
  Score: Raw -141783.639624 + Penalty 2329.537985 = -139454.101639
  nChanged 430
		SP:Iteration 1F (8013.810000 sec): 3 clusters
  Score: Raw -142246.742145 + Penalty 2329.537985 = -139917.204160
  nChanged 111
		SP:Iteration 2F (8013.810000 sec): 3 clusters
  Score: Raw -142399.505983 + Penalty 2329.537985 = -140069.967998
  nChanged 69
		SP:Iteration 3F (8013.810000 sec): 3 clusters
  Score: Raw -142465.754928 + Penalty 2329.537985 = -140136.216943
  nChanged 48
		SP:Iteration 4Q (8013.820000 sec): 3 clusters
  Score: Raw -142520.515797 + Penalty 2329.537985 = -140190.977812
  nChanged 36
		SP:Iteration 5Q (8013.820000 sec): 3 clusters
  Score: Raw -142558.676396 + Penalty 2329.537985 = -140229.138411
  nChanged 25
		SP:Iteration 6Q (8013.830000 sec): 3 clusters
  Score: Raw -142578.909355 + Penalty 2329.537985 = -140249.371370
  nChanged 15
		SP:Iteration 7Q (8013.830000 sec): 3 clusters
  Score: Raw -142590.537344 + Penalty 2329.537985 = -140260.999359
  nChanged 15
		SP:Iteration 8Q (8013.830000 sec): 3 clusters
  Score: Raw -142604.823988 + Penalty 2329.537985 = -140275.286003
  nChanged 17
		SP:Iteration 9Q (8013.830000 sec): 3 clusters
  Score: Raw -142621.113653 + Penalty 2329.537985 = -140291.575668
  nChanged 12
		SP:Iteration 10Q (8013.840000 sec): 3 clusters
  Score: Raw -142631.391564 + Penalty 2329.537985 = -140301.853579
  nChanged 8
		SP:Iteration 11Q (8013.840000 sec): 3 clusters
  Score: Raw -142637.423039 + Penalty 2329.537985 = -140307.885054
  nChanged 4
		SP:Iteration 12Q (8013.840000 sec): 3 clusters
  Score: Raw -142642.712113 + Penalty 2329.537985 = -140313.174128
  nChanged 8
		SP:Iteration 13Q (8013.850000 sec): 3 clusters
  Score: Raw -142647.672174 + Penalty 2329.537985 = -140318.134189
  nChanged 5
		SP:Iteration 14Q (8013.850000 sec): 3 clusters
  Score: Raw -142652.186721 + Penalty 2329.537985 = -140322.648736
  nChanged 3
		SP:Iteration 15Q (8013.850000 sec): 3 clusters
  Score: Raw -142653.817789 + Penalty 2329.537985 = -140324.279804
  nChanged 5
		SP:Iteration 16Q (8013.850000 sec): 3 clusters
  Score: Raw -142657.944813 + Penalty 2329.537985 = -140328.406828
  nChanged 6
		SP:Iteration 17Q (8013.860000 sec): 3 clusters
  Score: Raw -142661.601060 + Penalty 2329.537985 = -140332.063075
  nChanged 4
		SP:Iteration 18Q (8013.860000 sec): 3 clusters
  Score: Raw -142664.924240 + Penalty 2329.537985 = -140335.386255
  nChanged 2
		SP:Iteration 19Q (8013.860000 sec): 3 clusters
  Score: Raw -142669.035785 + Penalty 2329.537985 = -140339.497800
  nChanged 3
		SP:Iteration 20F (8013.870000 sec): 3 clusters
  Score: Raw -142670.665907 + Penalty 2329.537985 = -140341.127922
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (1100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8013.870000 sec): 2 clusters
  Score: Raw -111094.118086 + Penalty 1137.998137 = -109956.119949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8013.880000 sec): 3 clusters
  Score: Raw -110702.286271 + Penalty 2275.996274 = -108426.289997
  nChanged 350
		SP:Iteration 1F (8013.880000 sec): 3 clusters
  Score: Raw -110982.433717 + Penalty 2275.996274 = -108706.437443
  nChanged 86
		SP:Iteration 2F (8013.880000 sec): 3 clusters
  Score: Raw -111077.705777 + Penalty 2275.996274 = -108801.709503
  nChanged 69
		SP:Iteration 3F (8013.890000 sec): 3 clusters
  Score: Raw -111152.926733 + Penalty 2275.996274 = -108876.930458
  nChanged 47
		SP:Iteration 4Q (8013.890000 sec): 3 clusters
  Score: Raw -111213.805286 + Penalty 2275.996274 = -108937.809012
  nChanged 42
		SP:Iteration 5Q (8013.890000 sec): 3 clusters
  Score: Raw -111276.135183 + Penalty 2275.996274 = -109000.138909
  nChanged 61
		SP:Iteration 6F (8013.890000 sec): 3 clusters
  Score: Raw -111393.565233 + Penalty 2275.996274 = -109117.568959
  nChanged 58
		SP:Iteration 7F (8013.890000 sec): 3 clusters
  Score: Raw -111489.507681 + Penalty 2275.996274 = -109213.511407
  nChanged 40
		SP:Iteration 8Q (8013.900000 sec): 3 clusters
  Score: Raw -111564.633378 + Penalty 2275.996274 = -109288.637104
  nChanged 31
		SP:Iteration 9Q (8013.900000 sec): 3 clusters
  Score: Raw -111621.849391 + Penalty 2275.996274 = -109345.853117
  nChanged 25
		SP:Iteration 10Q (8013.900000 sec): 3 clusters
  Score: Raw -111665.886001 + Penalty 2275.996274 = -109389.889727
  nChanged 23
		SP:Iteration 11Q (8013.910000 sec): 3 clusters
  Score: Raw -111750.329127 + Penalty 2275.996274 = -109474.332852
  nChanged 33
		SP:Iteration 12Q (8013.910000 sec): 3 clusters
  Score: Raw -111821.547604 + Penalty 2275.996274 = -109545.551330
  nChanged 29
		SP:Iteration 13Q (8013.910000 sec): 3 clusters
  Score: Raw -111858.798411 + Penalty 2275.996274 = -109582.802137
  nChanged 13
		SP:Iteration 14Q (8013.910000 sec): 3 clusters
  Score: Raw -111875.081524 + Penalty 2275.996274 = -109599.085250
  nChanged 10
		SP:Iteration 15Q (8013.910000 sec): 3 clusters
  Score: Raw -111900.597576 + Penalty 2275.996274 = -109624.601302
  nChanged 14
		SP:Iteration 16Q (8013.920000 sec): 3 clusters
  Score: Raw -111916.717086 + Penalty 2275.996274 = -109640.720812
  nChanged 5
		SP:Iteration 17Q (8013.920000 sec): 3 clusters
  Score: Raw -111919.838470 + Penalty 2275.996274 = -109643.842196
  nChanged 1
		SP:Iteration 18Q (8013.920000 sec): 3 clusters
  Score: Raw -111920.705717 + Penalty 2275.996274 = -109644.709443
  nChanged 1
		SP:Iteration 19Q (8013.920000 sec): 3 clusters
  Score: Raw -111922.658840 + Penalty 2275.996274 = -109646.662565
  nChanged 1
		SP:Iteration 20F (8013.930000 sec): 3 clusters
  Score: Raw -111924.058167 + Penalty 2275.996274 = -109648.061893
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (33026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8014.020000 sec): 2 clusters
  Score: Raw -4043075.483784 + Penalty 1690.820691 = -4041384.663093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8014.110000 sec): 3 clusters
  Score: Raw -4022581.805868 + Penalty 3381.641383 = -4019200.164485
  nChanged 15212
		SP:Iteration 1F (8014.190000 sec): 3 clusters
  Score: Raw -4031145.739444 + Penalty 3381.641383 = -4027764.098061
  nChanged 1399
		SP:Iteration 2Q (8014.280000 sec): 3 clusters
  Score: Raw -4031594.595596 + Penalty 3381.641383 = -4028212.954213
  nChanged 1388
		SP:Iteration 3Q (8014.370000 sec): 3 clusters
  Score: Raw -4032080.447191 + Penalty 3381.641383 = -4028698.805808
  nChanged 1471
		SP:Iteration 4Q (8014.450000 sec): 3 clusters
  Score: Raw -4032741.118174 + Penalty 3381.641383 = -4029359.476791
  nChanged 1720
		SP:Iteration 5F (8014.550000 sec): 3 clusters
  Score: Raw -4033753.427141 + Penalty 3381.641383 = -4030371.785758
  nChanged 2099
		SP:Iteration 6F (8014.630000 sec): 3 clusters
  Score: Raw -4035287.264219 + Penalty 3381.641383 = -4031905.622836
  nChanged 2332
		SP:Iteration 7F (8014.710000 sec): 3 clusters
  Score: Raw -4037263.586725 + Penalty 3381.641383 = -4033881.945342
  nChanged 2184
		SP:Iteration 8F (8014.800000 sec): 3 clusters
  Score: Raw -4039193.996168 + Penalty 3381.641383 = -4035812.354785
  nChanged 1725
		SP:Iteration 9F (8014.890000 sec): 3 clusters
  Score: Raw -4040769.221712 + Penalty 3381.641383 = -4037387.580329
  nChanged 1252
		SP:Iteration 10Q (8014.970000 sec): 3 clusters
  Score: Raw -4041885.381128 + Penalty 3381.641383 = -4038503.739745
  nChanged 768
		SP:Iteration 11Q (8015.040000 sec): 3 clusters
  Score: Raw -4042528.397841 + Penalty 3381.641383 = -4039146.756459
  nChanged 445
		SP:Iteration 12Q (8015.110000 sec): 3 clusters
  Score: Raw -4042888.889737 + Penalty 3381.641383 = -4039507.248354
  nChanged 271
		SP:Iteration 13Q (8015.170000 sec): 3 clusters
  Score: Raw -4043098.652986 + Penalty 3381.641383 = -4039717.011603
  nChanged 149
		SP:Iteration 14Q (8015.230000 sec): 3 clusters
  Score: Raw -4043221.088625 + Penalty 3381.641383 = -4039839.447242
  nChanged 94
		SP:Iteration 15Q (8015.300000 sec): 3 clusters
  Score: Raw -4043296.149499 + Penalty 3381.641383 = -4039914.508116
  nChanged 54
		SP:Iteration 16Q (8015.360000 sec): 3 clusters
  Score: Raw -4043338.316261 + Penalty 3381.641383 = -4039956.674878
  nChanged 43
		SP:Iteration 17Q (8015.420000 sec): 3 clusters
  Score: Raw -4043372.077064 + Penalty 3381.641383 = -4039990.435681
  nChanged 42
		SP:Iteration 18Q (8015.480000 sec): 3 clusters
  Score: Raw -4043416.233854 + Penalty 3381.641383 = -4040034.592471
  nChanged 28
		SP:Iteration 19Q (8015.540000 sec): 3 clusters
  Score: Raw -4043440.124283 + Penalty 3381.641383 = -4040058.482900
  nChanged 17
		SP:Iteration 20F (8015.620000 sec): 3 clusters
  Score: Raw -4043453.370759 + Penalty 3381.641383 = -4040071.729377
  nChanged 15
		SP:Iteration 21Q (8015.680000 sec): 3 clusters
  Score: Raw -4043464.237048 + Penalty 3381.641383 = -4040082.595665
  nChanged 14
		SP:Iteration 22Q (8015.740000 sec): 3 clusters
  Score: Raw -4043478.222713 + Penalty 3381.641383 = -4040096.581330
  nChanged 11
		SP:Iteration 23Q (8015.800000 sec): 3 clusters
  Score: Raw -4043488.763332 + Penalty 3381.641383 = -4040107.121949
  nChanged 6
		SP:Iteration 24Q (8015.860000 sec): 3 clusters
  Score: Raw -4043493.911801 + Penalty 3381.641383 = -4040112.270418
  nChanged 5
		SP:Iteration 25Q (8015.910000 sec): 3 clusters
  Score: Raw -4043499.667063 + Penalty 3381.641383 = -4040118.025680
  nChanged 7
		SP:Iteration 26Q (8015.970000 sec): 3 clusters
  Score: Raw -4043507.030558 + Penalty 3381.641383 = -4040125.389175
  nChanged 8
		SP:Iteration 27Q (8016.040000 sec): 3 clusters
  Score: Raw -4043516.503465 + Penalty 3381.641383 = -4040134.862082
  nChanged 9
		SP:Iteration 28Q (8016.100000 sec): 3 clusters
  Score: Raw -4043529.335694 + Penalty 3381.641383 = -4040147.694311
  nChanged 11
		SP:Iteration 29Q (8016.150000 sec): 3 clusters
  Score: Raw -4043543.902948 + Penalty 3381.641383 = -4040162.261565
  nChanged 8
		SP:Iteration 30Q (8016.210000 sec): 3 clusters
  Score: Raw -4043558.463973 + Penalty 3381.641383 = -4040176.822590
  nChanged 14
		SP:Iteration 31Q (8016.270000 sec): 3 clusters
  Score: Raw -4043571.583729 + Penalty 3381.641383 = -4040189.942346
  nChanged 5
		SP:Iteration 32Q (8016.330000 sec): 3 clusters
  Score: Raw -4043575.885831 + Penalty 3381.641383 = -4040194.244448
  nChanged 6
		SP:Iteration 33Q (8016.380000 sec): 3 clusters
  Score: Raw -4043579.484839 + Penalty 3381.641383 = -4040197.843456
  nChanged 3
		SP:Iteration 34Q (8016.440000 sec): 3 clusters
  Score: Raw -4043581.616924 + Penalty 3381.641383 = -4040199.975541
  nChanged 4
		SP:Iteration 35Q (8016.490000 sec): 3 clusters
  Score: Raw -4043584.365772 + Penalty 3381.641383 = -4040202.724389
  nChanged 6
		SP:Iteration 36Q (8016.550000 sec): 3 clusters
  Score: Raw -4043592.101466 + Penalty 3381.641383 = -4040210.460083
  nChanged 6
		SP:Iteration 37Q (8016.610000 sec): 3 clusters
  Score: Raw -4043597.062614 + Penalty 3381.641383 = -4040215.421231
  nChanged 1
		SP:Iteration 38Q (8016.670000 sec): 3 clusters
  Score: Raw -4043598.258274 + Penalty 3381.641383 = -4040216.616891
  nChanged 6
		SP:Iteration 39Q (8016.730000 sec): 3 clusters
  Score: Raw -4043605.375154 + Penalty 3381.641383 = -4040223.733771
  nChanged 7
		SP:Iteration 40F (8016.810000 sec): 3 clusters
  Score: Raw -4043612.700470 + Penalty 3381.641383 = -4040231.059087
  nChanged 10
		SP:Iteration 41Q (8016.870000 sec): 3 clusters
  Score: Raw -4043620.474528 + Penalty 3381.641383 = -4040238.833146
  nChanged 4
		SP:Iteration 42Q (8016.930000 sec): 3 clusters
  Score: Raw -4043623.186201 + Penalty 3381.641383 = -4040241.544818
  nChanged 7
		SP:Iteration 43Q (8016.980000 sec): 3 clusters
  Score: Raw -4043629.819132 + Penalty 3381.641383 = -4040248.177749
  nChanged 6
		SP:Iteration 44Q (8017.040000 sec): 3 clusters
  Score: Raw -4043634.040753 + Penalty 3381.641383 = -4040252.399370
  nChanged 5
		SP:Iteration 45Q (8017.100000 sec): 3 clusters
  Score: Raw -4043637.987173 + Penalty 3381.641383 = -4040256.345790
  nChanged 6
		SP:Iteration 46Q (8017.160000 sec): 3 clusters
  Score: Raw -4043641.000866 + Penalty 3381.641383 = -4040259.359483
  nChanged 1
		SP:Iteration 47Q (8017.210000 sec): 3 clusters
  Score: Raw -4043641.515663 + Penalty 3381.641383 = -4040259.874280
  nChanged 0
		SP:Iteration 48F (8017.300000 sec): 3 clusters
  Score: Raw -4043641.515663 + Penalty 3381.641383 = -4040259.874280
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8017.340000 sec): 2 clusters
  Score: Raw -1155076.489575 + Penalty 1496.988768 = -1153579.500807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8017.370000 sec): 3 clusters
  Score: Raw -1149386.535462 + Penalty 2993.977535 = -1146392.557927
  nChanged 4342
		SP:Iteration 1F (8017.390000 sec): 3 clusters
  Score: Raw -1151712.987816 + Penalty 2993.977535 = -1148719.010281
  nChanged 573
		SP:Iteration 2F (8017.410000 sec): 3 clusters
  Score: Raw -1151962.733229 + Penalty 2993.977535 = -1148968.755694
  nChanged 488
		SP:Iteration 3Q (8017.450000 sec): 3 clusters
  Score: Raw -1152172.745683 + Penalty 2993.977535 = -1149178.768148
  nChanged 460
		SP:Iteration 4Q (8017.470000 sec): 3 clusters
  Score: Raw -1152377.064736 + Penalty 2993.977535 = -1149383.087201
  nChanged 419
		SP:Iteration 5Q (8017.490000 sec): 3 clusters
  Score: Raw -1152578.220272 + Penalty 2993.977535 = -1149584.242737
  nChanged 397
		SP:Iteration 6Q (8017.520000 sec): 3 clusters
  Score: Raw -1152788.918328 + Penalty 2993.977535 = -1149794.940793
  nChanged 406
		SP:Iteration 7Q (8017.540000 sec): 3 clusters
  Score: Raw -1152994.169167 + Penalty 2993.977535 = -1150000.191632
  nChanged 387
		SP:Iteration 8Q (8017.570000 sec): 3 clusters
  Score: Raw -1153221.237438 + Penalty 2993.977535 = -1150227.259903
  nChanged 392
		SP:Iteration 9Q (8017.590000 sec): 3 clusters
  Score: Raw -1153452.181721 + Penalty 2993.977535 = -1150458.204186
  nChanged 382
		SP:Iteration 10Q (8017.620000 sec): 3 clusters
  Score: Raw -1153661.629537 + Penalty 2993.977535 = -1150667.652002
  nChanged 352
		SP:Iteration 11Q (8017.640000 sec): 3 clusters
  Score: Raw -1153861.713668 + Penalty 2993.977535 = -1150867.736133
  nChanged 319
		SP:Iteration 12Q (8017.660000 sec): 3 clusters
  Score: Raw -1154034.445296 + Penalty 2993.977535 = -1151040.467761
  nChanged 278
		SP:Iteration 13Q (8017.690000 sec): 3 clusters
  Score: Raw -1154175.239722 + Penalty 2993.977535 = -1151181.262187
  nChanged 244
		SP:Iteration 14Q (8017.720000 sec): 3 clusters
  Score: Raw -1154286.382208 + Penalty 2993.977535 = -1151292.404673
  nChanged 213
		SP:Iteration 15Q (8017.750000 sec): 3 clusters
  Score: Raw -1154386.660673 + Penalty 2993.977535 = -1151392.683138
  nChanged 199
		SP:Iteration 16Q (8017.790000 sec): 3 clusters
  Score: Raw -1154481.340224 + Penalty 2993.977535 = -1151487.362689
  nChanged 168
		SP:Iteration 17Q (8017.810000 sec): 3 clusters
  Score: Raw -1154561.137858 + Penalty 2993.977535 = -1151567.160323
  nChanged 165
		SP:Iteration 18Q (8017.840000 sec): 3 clusters
  Score: Raw -1154639.229858 + Penalty 2993.977535 = -1151645.252323
  nChanged 149
		SP:Iteration 19Q (8017.860000 sec): 3 clusters
  Score: Raw -1154719.211270 + Penalty 2993.977535 = -1151725.233735
  nChanged 143
		SP:Iteration 20F (8017.880000 sec): 3 clusters
  Score: Raw -1154805.362451 + Penalty 2993.977535 = -1151811.384916
  nChanged 134
		SP:Iteration 21Q (8017.910000 sec): 3 clusters
  Score: Raw -1154880.145051 + Penalty 2993.977535 = -1151886.167516
  nChanged 122
		SP:Iteration 22Q (8017.930000 sec): 3 clusters
  Score: Raw -1154958.429064 + Penalty 2993.977535 = -1151964.451529
  nChanged 101
		SP:Iteration 23Q (8017.950000 sec): 3 clusters
  Score: Raw -1155000.748828 + Penalty 2993.977535 = -1152006.771293
  nChanged 87
		SP:Iteration 24Q (8017.970000 sec): 3 clusters
  Score: Raw -1155034.731911 + Penalty 2993.977535 = -1152040.754376
  nChanged 69
		SP:Iteration 25Q (8017.990000 sec): 3 clusters
  Score: Raw -1155061.915471 + Penalty 2993.977535 = -1152067.937936
  nChanged 61
		SP:Iteration 26Q (8018.010000 sec): 3 clusters
  Score: Raw -1155083.492082 + Penalty 2993.977535 = -1152089.514547
  nChanged 59
		SP:Iteration 27Q (8018.030000 sec): 3 clusters
  Score: Raw -1155103.383122 + Penalty 2993.977535 = -1152109.405587
  nChanged 54
		SP:Iteration 28Q (8018.050000 sec): 3 clusters
  Score: Raw -1155121.912743 + Penalty 2993.977535 = -1152127.935208
  nChanged 48
		SP:Iteration 29Q (8018.070000 sec): 3 clusters
  Score: Raw -1155139.612696 + Penalty 2993.977535 = -1152145.635161
  nChanged 46
		SP:Iteration 30Q (8018.090000 sec): 3 clusters
  Score: Raw -1155156.038240 + Penalty 2993.977535 = -1152162.060705
  nChanged 50
		SP:Iteration 31Q (8018.110000 sec): 3 clusters
  Score: Raw -1155172.397638 + Penalty 2993.977535 = -1152178.420103
  nChanged 34
		SP:Iteration 32Q (8018.130000 sec): 3 clusters
  Score: Raw -1155182.761045 + Penalty 2993.977535 = -1152188.783510
  nChanged 31
		SP:Iteration 33Q (8018.150000 sec): 3 clusters
  Score: Raw -1155192.486373 + Penalty 2993.977535 = -1152198.508838
  nChanged 36
		SP:Iteration 34Q (8018.170000 sec): 3 clusters
  Score: Raw -1155204.180805 + Penalty 2993.977535 = -1152210.203270
  nChanged 38
		SP:Iteration 35Q (8018.180000 sec): 3 clusters
  Score: Raw -1155215.587327 + Penalty 2993.977535 = -1152221.609792
  nChanged 35
		SP:Iteration 36Q (8018.200000 sec): 3 clusters
  Score: Raw -1155229.450598 + Penalty 2993.977535 = -1152235.473063
  nChanged 47
		SP:Iteration 37Q (8018.220000 sec): 3 clusters
  Score: Raw -1155247.010681 + Penalty 2993.977535 = -1152253.033146
  nChanged 33
		SP:Iteration 38Q (8018.240000 sec): 3 clusters
  Score: Raw -1155258.719818 + Penalty 2993.977535 = -1152264.742283
  nChanged 33
		SP:Iteration 39Q (8018.260000 sec): 3 clusters
  Score: Raw -1155273.149251 + Penalty 2993.977535 = -1152279.171716
  nChanged 35
		SP:Iteration 40F (8018.290000 sec): 3 clusters
  Score: Raw -1155290.007018 + Penalty 2993.977535 = -1152296.029483
  nChanged 40
		SP:Iteration 41Q (8018.310000 sec): 3 clusters
  Score: Raw -1155305.967418 + Penalty 2993.977535 = -1152311.989883
  nChanged 34
		SP:Iteration 42Q (8018.320000 sec): 3 clusters
  Score: Raw -1155318.332816 + Penalty 2993.977535 = -1152324.355281
  nChanged 30
		SP:Iteration 43Q (8018.340000 sec): 3 clusters
  Score: Raw -1155331.110658 + Penalty 2993.977535 = -1152337.133123
  nChanged 33
		SP:Iteration 44Q (8018.360000 sec): 3 clusters
  Score: Raw -1155343.014891 + Penalty 2993.977535 = -1152349.037356
  nChanged 26
		SP:Iteration 45Q (8018.380000 sec): 3 clusters
  Score: Raw -1155353.537267 + Penalty 2993.977535 = -1152359.559732
  nChanged 27
		SP:Iteration 46Q (8018.400000 sec): 3 clusters
  Score: Raw -1155363.637343 + Penalty 2993.977535 = -1152369.659808
  nChanged 22
		SP:Iteration 47Q (8018.420000 sec): 3 clusters
  Score: Raw -1155370.696183 + Penalty 2993.977535 = -1152376.718648
  nChanged 17
		SP:Iteration 48Q (8018.440000 sec): 3 clusters
  Score: Raw -1155375.766879 + Penalty 2993.977535 = -1152381.789344
  nChanged 16
		SP:Iteration 49Q (8018.460000 sec): 3 clusters
  Score: Raw -1155380.755169 + Penalty 2993.977535 = -1152386.777634
  nChanged 12
		SP:Iteration 50Q (8018.470000 sec): 3 clusters
  Score: Raw -1155385.331183 + Penalty 2993.977535 = -1152391.353648
  nChanged 14
		SP:Iteration 51Q (8018.490000 sec): 3 clusters
  Score: Raw -1155391.882317 + Penalty 2993.977535 = -1152397.904782
  nChanged 13
		SP:Iteration 52Q (8018.510000 sec): 3 clusters
  Score: Raw -1155395.948059 + Penalty 2993.977535 = -1152401.970524
  nChanged 8
		SP:Iteration 53Q (8018.530000 sec): 3 clusters
  Score: Raw -1155398.609807 + Penalty 2993.977535 = -1152404.632272
  nChanged 13
		SP:Iteration 54Q (8018.540000 sec): 3 clusters
  Score: Raw -1155403.745008 + Penalty 2993.977535 = -1152409.767473
  nChanged 15
		SP:Iteration 55Q (8018.560000 sec): 3 clusters
  Score: Raw -1155408.420453 + Penalty 2993.977535 = -1152414.442918
  nChanged 11
		SP:Iteration 56Q (8018.580000 sec): 3 clusters
  Score: Raw -1155411.720389 + Penalty 2993.977535 = -1152417.742854
  nChanged 8
		SP:Iteration 57Q (8018.600000 sec): 3 clusters
  Score: Raw -1155414.034921 + Penalty 2993.977535 = -1152420.057386
  nChanged 4
		SP:Iteration 58Q (8018.620000 sec): 3 clusters
  Score: Raw -1155415.174089 + Penalty 2993.977535 = -1152421.196554
  nChanged 3
		SP:Iteration 59Q (8018.640000 sec): 3 clusters
  Score: Raw -1155415.797038 + Penalty 2993.977535 = -1152421.819503
  nChanged 2
		SP:Iteration 60F (8018.660000 sec): 3 clusters
  Score: Raw -1155416.130340 + Penalty 2993.977535 = -1152422.152805
  nChanged 2
		SP:Iteration 61Q (8018.680000 sec): 3 clusters
  Score: Raw -1155417.184468 + Penalty 2993.977535 = -1152423.206932
  nChanged 2
		SP:Iteration 62Q (8018.700000 sec): 3 clusters
  Score: Raw -1155417.787686 + Penalty 2993.977535 = -1152423.810151
  nChanged 2
		SP:Iteration 63Q (8018.720000 sec): 3 clusters
  Score: Raw -1155418.511064 + Penalty 2993.977535 = -1152424.533529
  nChanged 3
		SP:Iteration 64Q (8018.740000 sec): 3 clusters
  Score: Raw -1155419.594572 + Penalty 2993.977535 = -1152425.617037
  nChanged 3
		SP:Iteration 65Q (8018.760000 sec): 3 clusters
  Score: Raw -1155420.319527 + Penalty 2993.977535 = -1152426.341992
  nChanged 2
		SP:Iteration 66Q (8018.780000 sec): 3 clusters
  Score: Raw -1155420.629153 + Penalty 2993.977535 = -1152426.651618
  nChanged 2
		SP:Iteration 67Q (8018.800000 sec): 3 clusters
  Score: Raw -1155420.993731 + Penalty 2993.977535 = -1152427.016196
  nChanged 1
		SP:Iteration 68Q (8018.810000 sec): 3 clusters
  Score: Raw -1155421.067649 + Penalty 2993.977535 = -1152427.090114
  nChanged 0
		SP:Iteration 69F (8018.840000 sec): 3 clusters
  Score: Raw -1155421.067649 + Penalty 2993.977535 = -1152427.090114
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8018.850000 sec): 2 clusters
  Score: Raw -486069.033236 + Penalty 1355.788831 = -484713.244405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8018.860000 sec): 3 clusters
  Score: Raw -483952.403194 + Penalty 2711.577661 = -481240.825532
  nChanged 1663
		SP:Iteration 1F (8018.870000 sec): 3 clusters
  Score: Raw -484871.461403 + Penalty 2711.577661 = -482159.883742
  nChanged 281
		SP:Iteration 2F (8018.880000 sec): 3 clusters
  Score: Raw -485014.053783 + Penalty 2711.577661 = -482302.476122
  nChanged 197
		SP:Iteration 3Q (8018.890000 sec): 3 clusters
  Score: Raw -485123.854467 + Penalty 2711.577661 = -482412.276805
  nChanged 169
		SP:Iteration 4Q (8018.900000 sec): 3 clusters
  Score: Raw -485219.526508 + Penalty 2711.577661 = -482507.948847
  nChanged 138
		SP:Iteration 5Q (8018.910000 sec): 3 clusters
  Score: Raw -485311.383683 + Penalty 2711.577661 = -482599.806022
  nChanged 135
		SP:Iteration 6Q (8018.920000 sec): 3 clusters
  Score: Raw -485385.995710 + Penalty 2711.577661 = -482674.418048
  nChanged 121
		SP:Iteration 7Q (8018.930000 sec): 3 clusters
  Score: Raw -485435.657771 + Penalty 2711.577661 = -482724.080109
  nChanged 105
		SP:Iteration 8Q (8018.940000 sec): 3 clusters
  Score: Raw -485487.221621 + Penalty 2711.577661 = -482775.643960
  nChanged 108
		SP:Iteration 9Q (8018.950000 sec): 3 clusters
  Score: Raw -485538.814976 + Penalty 2711.577661 = -482827.237315
  nChanged 105
		SP:Iteration 10Q (8018.960000 sec): 3 clusters
  Score: Raw -485588.567342 + Penalty 2711.577661 = -482876.989680
  nChanged 99
		SP:Iteration 11Q (8018.970000 sec): 3 clusters
  Score: Raw -485635.294882 + Penalty 2711.577661 = -482923.717220
  nChanged 106
		SP:Iteration 12Q (8018.980000 sec): 3 clusters
  Score: Raw -485691.640330 + Penalty 2711.577661 = -482980.062669
  nChanged 108
		SP:Iteration 13Q (8018.990000 sec): 3 clusters
  Score: Raw -485746.683417 + Penalty 2711.577661 = -483035.105756
  nChanged 103
		SP:Iteration 14Q (8019.000000 sec): 3 clusters
  Score: Raw -485791.933042 + Penalty 2711.577661 = -483080.355381
  nChanged 97
		SP:Iteration 15Q (8019.010000 sec): 3 clusters
  Score: Raw -485829.356580 + Penalty 2711.577661 = -483117.778918
  nChanged 89
		SP:Iteration 16Q (8019.020000 sec): 3 clusters
  Score: Raw -485862.183028 + Penalty 2711.577661 = -483150.605367
  nChanged 65
		SP:Iteration 17Q (8019.030000 sec): 3 clusters
  Score: Raw -485893.207859 + Penalty 2711.577661 = -483181.630197
  nChanged 83
		SP:Iteration 18Q (8019.040000 sec): 3 clusters
  Score: Raw -485932.615639 + Penalty 2711.577661 = -483221.037977
  nChanged 83
		SP:Iteration 19Q (8019.050000 sec): 3 clusters
  Score: Raw -485969.337163 + Penalty 2711.577661 = -483257.759502
  nChanged 74
		SP:Iteration 20F (8019.060000 sec): 3 clusters
  Score: Raw -486000.796799 + Penalty 2711.577661 = -483289.219138
  nChanged 55
		SP:Iteration 21Q (8019.070000 sec): 3 clusters
  Score: Raw -486024.394435 + Penalty 2711.577661 = -483312.816773
  nChanged 51
		SP:Iteration 22Q (8019.080000 sec): 3 clusters
  Score: Raw -486045.712037 + Penalty 2711.577661 = -483334.134376
  nChanged 46
		SP:Iteration 23Q (8019.090000 sec): 3 clusters
  Score: Raw -486070.060002 + Penalty 2711.577661 = -483358.482340
  nChanged 46
		SP:Iteration 24Q (8019.100000 sec): 3 clusters
  Score: Raw -486097.811171 + Penalty 2711.577661 = -483386.233509
  nChanged 55
		SP:Iteration 25Q (8019.110000 sec): 3 clusters
  Score: Raw -486124.883249 + Penalty 2711.577661 = -483413.305587
  nChanged 51
		SP:Iteration 26Q (8019.120000 sec): 3 clusters
  Score: Raw -486149.327872 + Penalty 2711.577661 = -483437.750211
  nChanged 49
		SP:Iteration 27Q (8019.130000 sec): 3 clusters
  Score: Raw -486167.790432 + Penalty 2711.577661 = -483456.212771
  nChanged 36
		SP:Iteration 28Q (8019.140000 sec): 3 clusters
  Score: Raw -486178.142540 + Penalty 2711.577661 = -483466.564878
  nChanged 28
		SP:Iteration 29Q (8019.150000 sec): 3 clusters
  Score: Raw -486186.949497 + Penalty 2711.577661 = -483475.371836
  nChanged 21
		SP:Iteration 30Q (8019.160000 sec): 3 clusters
  Score: Raw -486191.058747 + Penalty 2711.577661 = -483479.481086
  nChanged 15
		SP:Iteration 31Q (8019.170000 sec): 3 clusters
  Score: Raw -486195.230603 + Penalty 2711.577661 = -483483.652942
  nChanged 22
		SP:Iteration 32Q (8019.180000 sec): 3 clusters
  Score: Raw -486200.061443 + Penalty 2711.577661 = -483488.483782
  nChanged 17
		SP:Iteration 33Q (8019.190000 sec): 3 clusters
  Score: Raw -486204.842843 + Penalty 2711.577661 = -483493.265182
  nChanged 15
		SP:Iteration 34Q (8019.200000 sec): 3 clusters
  Score: Raw -486208.216127 + Penalty 2711.577661 = -483496.638466
  nChanged 14
		SP:Iteration 35Q (8019.200000 sec): 3 clusters
  Score: Raw -486211.183106 + Penalty 2711.577661 = -483499.605445
  nChanged 17
		SP:Iteration 36Q (8019.220000 sec): 3 clusters
  Score: Raw -486214.395063 + Penalty 2711.577661 = -483502.817402
  nChanged 10
		SP:Iteration 37Q (8019.220000 sec): 3 clusters
  Score: Raw -486216.494465 + Penalty 2711.577661 = -483504.916804
  nChanged 4
		SP:Iteration 38Q (8019.240000 sec): 3 clusters
  Score: Raw -486216.981708 + Penalty 2711.577661 = -483505.404047
  nChanged 3
		SP:Iteration 39Q (8019.240000 sec): 3 clusters
  Score: Raw -486217.773178 + Penalty 2711.577661 = -483506.195517
  nChanged 2
		SP:Iteration 40F (8019.260000 sec): 3 clusters
  Score: Raw -486218.312627 + Penalty 2711.577661 = -483506.734966
  nChanged 4
		SP:Iteration 41Q (8019.260000 sec): 3 clusters
  Score: Raw -486219.595925 + Penalty 2711.577661 = -483508.018263
  nChanged 8
		SP:Iteration 42Q (8019.270000 sec): 3 clusters
  Score: Raw -486221.728069 + Penalty 2711.577661 = -483510.150408
  nChanged 7
		SP:Iteration 43Q (8019.280000 sec): 3 clusters
  Score: Raw -486223.244352 + Penalty 2711.577661 = -483511.666690
  nChanged 4
		SP:Iteration 44Q (8019.290000 sec): 3 clusters
  Score: Raw -486223.780984 + Penalty 2711.577661 = -483512.203323
  nChanged 1
		SP:Iteration 45Q (8019.300000 sec): 3 clusters
  Score: Raw -486224.234371 + Penalty 2711.577661 = -483512.656710
  nChanged 3
		SP:Iteration 46Q (8019.310000 sec): 3 clusters
  Score: Raw -486224.846565 + Penalty 2711.577661 = -483513.268903
  nChanged 2
		SP:Iteration 47Q (8019.320000 sec): 3 clusters
  Score: Raw -486225.261281 + Penalty 2711.577661 = -483513.683620
  nChanged 6
		SP:Iteration 48Q (8019.330000 sec): 3 clusters
  Score: Raw -486226.513544 + Penalty 2711.577661 = -483514.935882
  nChanged 8
		SP:Iteration 49Q (8019.340000 sec): 3 clusters
  Score: Raw -486228.752550 + Penalty 2711.577661 = -483517.174889
  nChanged 6
		SP:Iteration 50Q (8019.350000 sec): 3 clusters
  Score: Raw -486229.739188 + Penalty 2711.577661 = -483518.161526
  nChanged 3
		SP:Iteration 51Q (8019.360000 sec): 3 clusters
  Score: Raw -486230.318089 + Penalty 2711.577661 = -483518.740427
  nChanged 5
		SP:Iteration 52Q (8019.370000 sec): 3 clusters
  Score: Raw -486231.047703 + Penalty 2711.577661 = -483519.470042
  nChanged 2
		SP:Iteration 53Q (8019.380000 sec): 3 clusters
  Score: Raw -486231.533391 + Penalty 2711.577661 = -483519.955730
  nChanged 3
		SP:Iteration 54Q (8019.390000 sec): 3 clusters
  Score: Raw -486231.952047 + Penalty 2711.577661 = -483520.374386
  nChanged 0
		SP:Iteration 55F (8019.400000 sec): 3 clusters
  Score: Raw -486231.952047 + Penalty 2711.577661 = -483520.374386
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8019.410000 sec): 2 clusters
  Score: Raw -148844.975641 + Penalty 1174.022428 = -147670.953213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8019.410000 sec): 3 clusters
  Score: Raw -148322.821449 + Penalty 2348.044857 = -145974.776592
  nChanged 432
		SP:Iteration 1F (8019.420000 sec): 3 clusters
  Score: Raw -148651.299683 + Penalty 2348.044857 = -146303.254826
  nChanged 123
		SP:Iteration 2F (8019.420000 sec): 3 clusters
  Score: Raw -148802.683524 + Penalty 2348.044857 = -146454.638667
  nChanged 84
		SP:Iteration 3F (8019.420000 sec): 3 clusters
  Score: Raw -148908.292841 + Penalty 2348.044857 = -146560.247985
  nChanged 75
		SP:Iteration 4F (8019.420000 sec): 3 clusters
  Score: Raw -149017.378115 + Penalty 2348.044857 = -146669.333258
  nChanged 73
		SP:Iteration 5F (8019.430000 sec): 3 clusters
  Score: Raw -149111.212592 + Penalty 2348.044857 = -146763.167735
  nChanged 64
		SP:Iteration 6Q (8019.430000 sec): 3 clusters
  Score: Raw -149208.555936 + Penalty 2348.044857 = -146860.511079
  nChanged 63
		SP:Iteration 7Q (8019.440000 sec): 3 clusters
  Score: Raw -149278.532292 + Penalty 2348.044857 = -146930.487435
  nChanged 41
		SP:Iteration 8Q (8019.440000 sec): 3 clusters
  Score: Raw -149323.309796 + Penalty 2348.044857 = -146975.264939
  nChanged 27
		SP:Iteration 9Q (8019.440000 sec): 3 clusters
  Score: Raw -149343.460714 + Penalty 2348.044857 = -146995.415857
  nChanged 17
		SP:Iteration 10Q (8019.440000 sec): 3 clusters
  Score: Raw -149360.965574 + Penalty 2348.044857 = -147012.920717
  nChanged 18
		SP:Iteration 11Q (8019.450000 sec): 3 clusters
  Score: Raw -149376.814220 + Penalty 2348.044857 = -147028.769363
  nChanged 15
		SP:Iteration 12Q (8019.450000 sec): 3 clusters
  Score: Raw -149388.230103 + Penalty 2348.044857 = -147040.185247
  nChanged 8
		SP:Iteration 13Q (8019.450000 sec): 3 clusters
  Score: Raw -149393.778964 + Penalty 2348.044857 = -147045.734107
  nChanged 7
		SP:Iteration 14Q (8019.460000 sec): 3 clusters
  Score: Raw -149398.632521 + Penalty 2348.044857 = -147050.587664
  nChanged 4
		SP:Iteration 15Q (8019.460000 sec): 3 clusters
  Score: Raw -149400.708220 + Penalty 2348.044857 = -147052.663363
  nChanged 3
		SP:Iteration 16Q (8019.460000 sec): 3 clusters
  Score: Raw -149403.079317 + Penalty 2348.044857 = -147055.034460
  nChanged 0
		SP:Iteration 17F (8019.460000 sec): 3 clusters
  Score: Raw -149403.079317 + Penalty 2348.044857 = -147055.034460
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8019.560000 sec): 2 clusters
  Score: Raw -3326257.672385 + Penalty 1666.412865 = -3324591.259520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8019.630000 sec): 3 clusters
  Score: Raw -3308721.669512 + Penalty 3332.825731 = -3305388.843781
  nChanged 13073
		SP:Iteration 1F (8019.700000 sec): 3 clusters
  Score: Raw -3316051.940246 + Penalty 3332.825731 = -3312719.114516
  nChanged 1457
		SP:Iteration 2F (8019.770000 sec): 3 clusters
  Score: Raw -3316608.484020 + Penalty 3332.825731 = -3313275.658290
  nChanged 1473
		SP:Iteration 3F (8019.840000 sec): 3 clusters
  Score: Raw -3317219.840131 + Penalty 3332.825731 = -3313887.014401
  nChanged 1528
		SP:Iteration 4F (8019.920000 sec): 3 clusters
  Score: Raw -3317895.935220 + Penalty 3332.825731 = -3314563.109489
  nChanged 1525
		SP:Iteration 5F (8019.990000 sec): 3 clusters
  Score: Raw -3318623.619286 + Penalty 3332.825731 = -3315290.793555
  nChanged 1463
		SP:Iteration 6F (8020.060000 sec): 3 clusters
  Score: Raw -3319455.993245 + Penalty 3332.825731 = -3316123.167515
  nChanged 1492
		SP:Iteration 7F (8020.130000 sec): 3 clusters
  Score: Raw -3320450.315733 + Penalty 3332.825731 = -3317117.490003
  nChanged 1471
		SP:Iteration 8F (8020.200000 sec): 3 clusters
  Score: Raw -3321536.975647 + Penalty 3332.825731 = -3318204.149917
  nChanged 1352
		SP:Iteration 9Q (8020.280000 sec): 3 clusters
  Score: Raw -3322502.869498 + Penalty 3332.825731 = -3319170.043767
  nChanged 1074
		SP:Iteration 10Q (8020.350000 sec): 3 clusters
  Score: Raw -3323291.953395 + Penalty 3332.825731 = -3319959.127664
  nChanged 853
		SP:Iteration 11Q (8020.420000 sec): 3 clusters
  Score: Raw -3323778.898341 + Penalty 3332.825731 = -3320446.072610
  nChanged 668
		SP:Iteration 12Q (8020.500000 sec): 3 clusters
  Score: Raw -3324136.720329 + Penalty 3332.825731 = -3320803.894599
  nChanged 608
		SP:Iteration 13Q (8020.560000 sec): 3 clusters
  Score: Raw -3324478.448607 + Penalty 3332.825731 = -3321145.622876
  nChanged 568
		SP:Iteration 14Q (8020.630000 sec): 3 clusters
  Score: Raw -3324822.758516 + Penalty 3332.825731 = -3321489.932785
  nChanged 532
		SP:Iteration 15Q (8020.690000 sec): 3 clusters
  Score: Raw -3325177.055762 + Penalty 3332.825731 = -3321844.230031
  nChanged 469
		SP:Iteration 16Q (8020.750000 sec): 3 clusters
  Score: Raw -3325527.437807 + Penalty 3332.825731 = -3322194.612076
  nChanged 409
		SP:Iteration 17Q (8020.820000 sec): 3 clusters
  Score: Raw -3325826.222971 + Penalty 3332.825731 = -3322493.397240
  nChanged 341
		SP:Iteration 18Q (8020.880000 sec): 3 clusters
  Score: Raw -3326066.285124 + Penalty 3332.825731 = -3322733.459394
  nChanged 296
		SP:Iteration 19Q (8020.940000 sec): 3 clusters
  Score: Raw -3326252.858269 + Penalty 3332.825731 = -3322920.032538
  nChanged 235
		SP:Iteration 20F (8021.010000 sec): 3 clusters
  Score: Raw -3326383.216215 + Penalty 3332.825731 = -3323050.390484
  nChanged 186
		SP:Iteration 21Q (8021.060000 sec): 3 clusters
  Score: Raw -3326483.854759 + Penalty 3332.825731 = -3323151.029029
  nChanged 158
		SP:Iteration 22Q (8021.120000 sec): 3 clusters
  Score: Raw -3326546.912666 + Penalty 3332.825731 = -3323214.086936
  nChanged 110
		SP:Iteration 23Q (8021.180000 sec): 3 clusters
  Score: Raw -3326578.381950 + Penalty 3332.825731 = -3323245.556219
  nChanged 78
		SP:Iteration 24Q (8021.230000 sec): 3 clusters
  Score: Raw -3326601.418378 + Penalty 3332.825731 = -3323268.592648
  nChanged 62
		SP:Iteration 25Q (8021.300000 sec): 3 clusters
  Score: Raw -3326622.086281 + Penalty 3332.825731 = -3323289.260551
  nChanged 73
		SP:Iteration 26Q (8021.350000 sec): 3 clusters
  Score: Raw -3326647.306239 + Penalty 3332.825731 = -3323314.480509
  nChanged 58
		SP:Iteration 27Q (8021.410000 sec): 3 clusters
  Score: Raw -3326665.047445 + Penalty 3332.825731 = -3323332.221714
  nChanged 56
		SP:Iteration 28Q (8021.470000 sec): 3 clusters
  Score: Raw -3326682.182231 + Penalty 3332.825731 = -3323349.356500
  nChanged 53
		SP:Iteration 29Q (8021.520000 sec): 3 clusters
  Score: Raw -3326697.958255 + Penalty 3332.825731 = -3323365.132525
  nChanged 50
		SP:Iteration 30Q (8021.570000 sec): 3 clusters
  Score: Raw -3326712.626525 + Penalty 3332.825731 = -3323379.800795
  nChanged 43
		SP:Iteration 31Q (8021.630000 sec): 3 clusters
  Score: Raw -3326724.761224 + Penalty 3332.825731 = -3323391.935493
  nChanged 39
		SP:Iteration 32Q (8021.690000 sec): 3 clusters
  Score: Raw -3326735.096393 + Penalty 3332.825731 = -3323402.270663
  nChanged 30
		SP:Iteration 33Q (8021.740000 sec): 3 clusters
  Score: Raw -3326741.475772 + Penalty 3332.825731 = -3323408.650041
  nChanged 23
		SP:Iteration 34Q (8021.800000 sec): 3 clusters
  Score: Raw -3326746.600466 + Penalty 3332.825731 = -3323413.774735
  nChanged 16
		SP:Iteration 35Q (8021.850000 sec): 3 clusters
  Score: Raw -3326749.968877 + Penalty 3332.825731 = -3323417.143147
  nChanged 13
		SP:Iteration 36Q (8021.910000 sec): 3 clusters
  Score: Raw -3326753.442247 + Penalty 3332.825731 = -3323420.616517
  nChanged 13
		SP:Iteration 37Q (8021.960000 sec): 3 clusters
  Score: Raw -3326758.035584 + Penalty 3332.825731 = -3323425.209854
  nChanged 13
		SP:Iteration 38Q (8022.010000 sec): 3 clusters
  Score: Raw -3326761.044977 + Penalty 3332.825731 = -3323428.219246
  nChanged 16
		SP:Iteration 39Q (8022.070000 sec): 3 clusters
  Score: Raw -3326765.611290 + Penalty 3332.825731 = -3323432.785560
  nChanged 17
		SP:Iteration 40F (8022.140000 sec): 3 clusters
  Score: Raw -3326769.704603 + Penalty 3332.825731 = -3323436.878873
  nChanged 15
		SP:Iteration 41Q (8022.190000 sec): 3 clusters
  Score: Raw -3326774.207108 + Penalty 3332.825731 = -3323441.381378
  nChanged 20
		SP:Iteration 42Q (8022.250000 sec): 3 clusters
  Score: Raw -3326779.760761 + Penalty 3332.825731 = -3323446.935031
  nChanged 17
		SP:Iteration 43Q (8022.300000 sec): 3 clusters
  Score: Raw -3326784.129088 + Penalty 3332.825731 = -3323451.303358
  nChanged 17
		SP:Iteration 44Q (8022.350000 sec): 3 clusters
  Score: Raw -3326787.489516 + Penalty 3332.825731 = -3323454.663785
  nChanged 12
		SP:Iteration 45Q (8022.410000 sec): 3 clusters
  Score: Raw -3326790.986481 + Penalty 3332.825731 = -3323458.160751
  nChanged 13
		SP:Iteration 46Q (8022.470000 sec): 3 clusters
  Score: Raw -3326794.659215 + Penalty 3332.825731 = -3323461.833485
  nChanged 16
		SP:Iteration 47Q (8022.520000 sec): 3 clusters
  Score: Raw -3326798.972718 + Penalty 3332.825731 = -3323466.146988
  nChanged 14
		SP:Iteration 48Q (8022.570000 sec): 3 clusters
  Score: Raw -3326802.575867 + Penalty 3332.825731 = -3323469.750136
  nChanged 14
		SP:Iteration 49Q (8022.630000 sec): 3 clusters
  Score: Raw -3326806.457239 + Penalty 3332.825731 = -3323473.631509
  nChanged 17
		SP:Iteration 50Q (8022.680000 sec): 3 clusters
  Score: Raw -3326811.719349 + Penalty 3332.825731 = -3323478.893618
  nChanged 18
		SP:Iteration 51Q (8022.740000 sec): 3 clusters
  Score: Raw -3326816.917445 + Penalty 3332.825731 = -3323484.091715
  nChanged 11
		SP:Iteration 52Q (8022.790000 sec): 3 clusters
  Score: Raw -3326819.524540 + Penalty 3332.825731 = -3323486.698809
  nChanged 13
		SP:Iteration 53Q (8022.850000 sec): 3 clusters
  Score: Raw -3326823.313712 + Penalty 3332.825731 = -3323490.487982
  nChanged 20
		SP:Iteration 54Q (8022.910000 sec): 3 clusters
  Score: Raw -3326828.380295 + Penalty 3332.825731 = -3323495.554565
  nChanged 17
		SP:Iteration 55Q (8022.960000 sec): 3 clusters
  Score: Raw -3326833.230326 + Penalty 3332.825731 = -3323500.404595
  nChanged 16
		SP:Iteration 56Q (8023.010000 sec): 3 clusters
  Score: Raw -3326836.610221 + Penalty 3332.825731 = -3323503.784491
  nChanged 11
		SP:Iteration 57Q (8023.070000 sec): 3 clusters
  Score: Raw -3326840.043092 + Penalty 3332.825731 = -3323507.217361
  nChanged 9
		SP:Iteration 58Q (8023.120000 sec): 3 clusters
  Score: Raw -3326842.480283 + Penalty 3332.825731 = -3323509.654552
  nChanged 9
		SP:Iteration 59Q (8023.180000 sec): 3 clusters
  Score: Raw -3326845.746083 + Penalty 3332.825731 = -3323512.920353
  nChanged 12
		SP:Iteration 60F (8023.250000 sec): 3 clusters
  Score: Raw -3326848.671309 + Penalty 3332.825731 = -3323515.845579
  nChanged 10
		SP:Iteration 61Q (8023.310000 sec): 3 clusters
  Score: Raw -3326851.654117 + Penalty 3332.825731 = -3323518.828387
  nChanged 9
		SP:Iteration 62Q (8023.360000 sec): 3 clusters
  Score: Raw -3326853.133166 + Penalty 3332.825731 = -3323520.307436
  nChanged 6
		SP:Iteration 63Q (8023.410000 sec): 3 clusters
  Score: Raw -3326854.387093 + Penalty 3332.825731 = -3323521.561362
  nChanged 5
		SP:Iteration 64Q (8023.460000 sec): 3 clusters
  Score: Raw -3326855.501827 + Penalty 3332.825731 = -3323522.676096
  nChanged 4
		SP:Iteration 65Q (8023.520000 sec): 3 clusters
  Score: Raw -3326856.269201 + Penalty 3332.825731 = -3323523.443470
  nChanged 1
		SP:Iteration 66Q (8023.570000 sec): 3 clusters
  Score: Raw -3326856.594787 + Penalty 3332.825731 = -3323523.769056
  nChanged 2
		SP:Iteration 67Q (8023.630000 sec): 3 clusters
  Score: Raw -3326857.069017 + Penalty 3332.825731 = -3323524.243286
  nChanged 1
		SP:Iteration 68Q (8023.680000 sec): 3 clusters
  Score: Raw -3326857.329990 + Penalty 3332.825731 = -3323524.504259
  nChanged 0
		SP:Iteration 69F (8023.750000 sec): 3 clusters
  Score: Raw -3326857.329990 + Penalty 3332.825731 = -3323524.504259
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8023.790000 sec): 2 clusters
  Score: Raw -918358.362934 + Penalty 1467.377733 = -916890.985201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8023.810000 sec): 3 clusters
  Score: Raw -913655.308864 + Penalty 2934.755466 = -910720.553398
  nChanged 3618
		SP:Iteration 1F (8023.830000 sec): 3 clusters
  Score: Raw -915684.926010 + Penalty 2934.755466 = -912750.170544
  nChanged 620
		SP:Iteration 2F (8023.850000 sec): 3 clusters
  Score: Raw -916034.010408 + Penalty 2934.755466 = -913099.254942
  nChanged 554
		SP:Iteration 3F (8023.870000 sec): 3 clusters
  Score: Raw -916372.730972 + Penalty 2934.755466 = -913437.975506
  nChanged 529
		SP:Iteration 4F (8023.900000 sec): 3 clusters
  Score: Raw -916684.067529 + Penalty 2934.755466 = -913749.312064
  nChanged 427
		SP:Iteration 5F (8023.920000 sec): 3 clusters
  Score: Raw -916954.888257 + Penalty 2934.755466 = -914020.132792
  nChanged 428
		SP:Iteration 6F (8023.940000 sec): 3 clusters
  Score: Raw -917232.178398 + Penalty 2934.755466 = -914297.422932
  nChanged 401
		SP:Iteration 7Q (8023.960000 sec): 3 clusters
  Score: Raw -917486.597568 + Penalty 2934.755466 = -914551.842102
  nChanged 334
		SP:Iteration 8Q (8023.980000 sec): 3 clusters
  Score: Raw -917700.375996 + Penalty 2934.755466 = -914765.620530
  nChanged 314
		SP:Iteration 9Q (8024.000000 sec): 3 clusters
  Score: Raw -917894.512176 + Penalty 2934.755466 = -914959.756711
  nChanged 254
		SP:Iteration 10Q (8024.010000 sec): 3 clusters
  Score: Raw -918043.327249 + Penalty 2934.755466 = -915108.571783
  nChanged 218
		SP:Iteration 11Q (8024.030000 sec): 3 clusters
  Score: Raw -918178.613287 + Penalty 2934.755466 = -915243.857821
  nChanged 172
		SP:Iteration 12Q (8024.050000 sec): 3 clusters
  Score: Raw -918288.907537 + Penalty 2934.755466 = -915354.152071
  nChanged 155
		SP:Iteration 13Q (8024.090000 sec): 3 clusters
  Score: Raw -918379.518743 + Penalty 2934.755466 = -915444.763277
  nChanged 138
		SP:Iteration 14Q (8024.110000 sec): 3 clusters
  Score: Raw -918444.467066 + Penalty 2934.755466 = -915509.711601
  nChanged 109
		SP:Iteration 15Q (8024.130000 sec): 3 clusters
  Score: Raw -918488.147578 + Penalty 2934.755466 = -915553.392112
  nChanged 87
		SP:Iteration 16Q (8024.140000 sec): 3 clusters
  Score: Raw -918522.890456 + Penalty 2934.755466 = -915588.134991
  nChanged 77
		SP:Iteration 17Q (8024.170000 sec): 3 clusters
  Score: Raw -918552.870867 + Penalty 2934.755466 = -915618.115402
  nChanged 68
		SP:Iteration 18Q (8024.200000 sec): 3 clusters
  Score: Raw -918587.173868 + Penalty 2934.755466 = -915652.418402
  nChanged 94
		SP:Iteration 19Q (8024.220000 sec): 3 clusters
  Score: Raw -918633.537659 + Penalty 2934.755466 = -915698.782193
  nChanged 76
		SP:Iteration 20F (8024.240000 sec): 3 clusters
  Score: Raw -918665.767464 + Penalty 2934.755466 = -915731.011998
  nChanged 76
		SP:Iteration 21Q (8024.250000 sec): 3 clusters
  Score: Raw -918700.552051 + Penalty 2934.755466 = -915765.796585
  nChanged 72
		SP:Iteration 22Q (8024.270000 sec): 3 clusters
  Score: Raw -918730.070359 + Penalty 2934.755466 = -915795.314893
  nChanged 63
		SP:Iteration 23Q (8024.290000 sec): 3 clusters
  Score: Raw -918761.739071 + Penalty 2934.755466 = -915826.983605
  nChanged 75
		SP:Iteration 24Q (8024.310000 sec): 3 clusters
  Score: Raw -918809.056312 + Penalty 2934.755466 = -915874.300846
  nChanged 84
		SP:Iteration 25Q (8024.330000 sec): 3 clusters
  Score: Raw -918848.819355 + Penalty 2934.755466 = -915914.063890
  nChanged 71
		SP:Iteration 26Q (8024.350000 sec): 3 clusters
  Score: Raw -918874.763212 + Penalty 2934.755466 = -915940.007746
  nChanged 52
		SP:Iteration 27Q (8024.370000 sec): 3 clusters
  Score: Raw -918891.279505 + Penalty 2934.755466 = -915956.524040
  nChanged 35
		SP:Iteration 28Q (8024.380000 sec): 3 clusters
  Score: Raw -918902.940142 + Penalty 2934.755466 = -915968.184676
  nChanged 30
		SP:Iteration 29Q (8024.400000 sec): 3 clusters
  Score: Raw -918912.193349 + Penalty 2934.755466 = -915977.437883
  nChanged 25
		SP:Iteration 30Q (8024.420000 sec): 3 clusters
  Score: Raw -918920.677315 + Penalty 2934.755466 = -915985.921849
  nChanged 21
		SP:Iteration 31Q (8024.440000 sec): 3 clusters
  Score: Raw -918924.448336 + Penalty 2934.755466 = -915989.692870
  nChanged 13
		SP:Iteration 32Q (8024.450000 sec): 3 clusters
  Score: Raw -918926.582933 + Penalty 2934.755466 = -915991.827468
  nChanged 8
		SP:Iteration 33Q (8024.470000 sec): 3 clusters
  Score: Raw -918927.997280 + Penalty 2934.755466 = -915993.241814
  nChanged 4
		SP:Iteration 34Q (8024.490000 sec): 3 clusters
  Score: Raw -918928.670790 + Penalty 2934.755466 = -915993.915324
  nChanged 1
		SP:Iteration 35Q (8024.510000 sec): 3 clusters
  Score: Raw -918928.970158 + Penalty 2934.755466 = -915994.214692
  nChanged 1
		SP:Iteration 36Q (8024.520000 sec): 3 clusters
  Score: Raw -918929.038059 + Penalty 2934.755466 = -915994.282593
  nChanged 1
		SP:Iteration 37Q (8024.540000 sec): 3 clusters
  Score: Raw -918929.218566 + Penalty 2934.755466 = -915994.463100
  nChanged 1
		SP:Iteration 38Q (8024.550000 sec): 3 clusters
  Score: Raw -918929.272448 + Penalty 2934.755466 = -915994.516982
  nChanged 0
		SP:Iteration 39F (8024.570000 sec): 3 clusters
  Score: Raw -918929.272448 + Penalty 2934.755466 = -915994.516982
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8024.580000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8024.590000 sec): 3 clusters
  Score: Raw -34587.592979 + Penalty 1875.718365 = -32711.874614
  nChanged 74
		SP:Iteration 1F (8024.590000 sec): 3 clusters
  Score: Raw -34763.064055 + Penalty 1875.718365 = -32887.345690
  nChanged 18
		SP:Iteration 2F (8024.590000 sec): 3 clusters
  Score: Raw -34813.218860 + Penalty 1875.718365 = -32937.500495
  nChanged 12
		SP:Iteration 3Q (8024.590000 sec): 3 clusters
  Score: Raw -34856.138957 + Penalty 1875.718365 = -32980.420592
  nChanged 11
		SP:Iteration 4Q (8024.590000 sec): 3 clusters
  Score: Raw -34909.335588 + Penalty 1875.718365 = -33033.617223
  nChanged 4
		SP:Iteration 5Q (8024.590000 sec): 3 clusters
  Score: Raw -34929.329092 + Penalty 1875.718365 = -33053.610727
  nChanged 5
		SP:Iteration 6Q (8024.600000 sec): 3 clusters
  Score: Raw -34947.905012 + Penalty 1875.718365 = -33072.186647
  nChanged 6
		SP:Iteration 7Q (8024.600000 sec): 3 clusters
  Score: Raw -34980.733791 + Penalty 1875.718365 = -33105.015426
  nChanged 3
		SP:Iteration 8Q (8024.600000 sec): 3 clusters
  Score: Raw -34995.989098 + Penalty 1875.718365 = -33120.270733
  nChanged 2
		SP:Iteration 9Q (8024.600000 sec): 3 clusters
  Score: Raw -35013.824205 + Penalty 1875.718365 = -33138.105840
  nChanged 1
		SP:Iteration 10Q (8024.600000 sec): 3 clusters
  Score: Raw -35016.894807 + Penalty 1875.718365 = -33141.176442
  nChanged 0
		SP:Iteration 11F (8024.610000 sec): 3 clusters
  Score: Raw -35018.371495 + Penalty 1875.718365 = -33142.653130
  nChanged 1
		SP:Iteration 12Q (8024.610000 sec): 3 clusters
  Score: Raw -35072.892774 + Penalty 1875.718365 = -33197.174409
  nChanged 0
		SP:Iteration 13F (8024.610000 sec): 3 clusters
  Score: Raw -35076.276796 + Penalty 1875.718365 = -33200.558431
  nChanged 1
		SP:Iteration 14Q (8024.610000 sec): 3 clusters
  Score: Raw -35093.692444 + Penalty 1875.718365 = -33217.974079
  nChanged 0
		SP:Iteration 15F (8024.610000 sec): 3 clusters
  Score: Raw -35093.692444 + Penalty 1875.718365 = -33217.974079
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8024.620000 sec): 2 clusters
  Score: Raw -191190.837233 + Penalty 1219.015599 = -189971.821634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8024.620000 sec): 3 clusters
  Score: Raw -190444.681128 + Penalty 2438.031199 = -188006.649929
  nChanged 616
		SP:Iteration 1F (8024.630000 sec): 3 clusters
  Score: Raw -190868.542123 + Penalty 2438.031199 = -188430.510924
  nChanged 143
		SP:Iteration 2F (8024.630000 sec): 3 clusters
  Score: Raw -190986.932195 + Penalty 2438.031199 = -188548.900996
  nChanged 89
		SP:Iteration 3Q (8024.630000 sec): 3 clusters
  Score: Raw -191059.344937 + Penalty 2438.031199 = -188621.313738
  nChanged 59
		SP:Iteration 4Q (8024.640000 sec): 3 clusters
  Score: Raw -191105.344113 + Penalty 2438.031199 = -188667.312915
  nChanged 38
		SP:Iteration 5Q (8024.640000 sec): 3 clusters
  Score: Raw -191131.638924 + Penalty 2438.031199 = -188693.607725
  nChanged 37
		SP:Iteration 6Q (8024.650000 sec): 3 clusters
  Score: Raw -191153.348482 + Penalty 2438.031199 = -188715.317283
  nChanged 25
		SP:Iteration 7Q (8024.650000 sec): 3 clusters
  Score: Raw -191170.547462 + Penalty 2438.031199 = -188732.516263
  nChanged 21
		SP:Iteration 8Q (8024.650000 sec): 3 clusters
  Score: Raw -191181.786814 + Penalty 2438.031199 = -188743.755616
  nChanged 14
		SP:Iteration 9Q (8024.660000 sec): 3 clusters
  Score: Raw -191189.245311 + Penalty 2438.031199 = -188751.214112
  nChanged 9
		SP:Iteration 10Q (8024.670000 sec): 3 clusters
  Score: Raw -191197.054841 + Penalty 2438.031199 = -188759.023642
  nChanged 15
		SP:Iteration 11Q (8024.670000 sec): 3 clusters
  Score: Raw -191208.938515 + Penalty 2438.031199 = -188770.907316
  nChanged 21
		SP:Iteration 12Q (8024.670000 sec): 3 clusters
  Score: Raw -191221.408189 + Penalty 2438.031199 = -188783.376990
  nChanged 17
		SP:Iteration 13Q (8024.680000 sec): 3 clusters
  Score: Raw -191234.708703 + Penalty 2438.031199 = -188796.677504
  nChanged 23
		SP:Iteration 14Q (8024.680000 sec): 3 clusters
  Score: Raw -191250.729688 + Penalty 2438.031199 = -188812.698489
  nChanged 27
		SP:Iteration 15Q (8024.690000 sec): 3 clusters
  Score: Raw -191277.640137 + Penalty 2438.031199 = -188839.608938
  nChanged 33
		SP:Iteration 16Q (8024.690000 sec): 3 clusters
  Score: Raw -191305.747613 + Penalty 2438.031199 = -188867.716414
  nChanged 36
		SP:Iteration 17Q (8024.700000 sec): 3 clusters
  Score: Raw -191333.928491 + Penalty 2438.031199 = -188895.897292
  nChanged 37
		SP:Iteration 18Q (8024.710000 sec): 3 clusters
  Score: Raw -191355.440330 + Penalty 2438.031199 = -188917.409132
  nChanged 21
		SP:Iteration 19Q (8024.710000 sec): 3 clusters
  Score: Raw -191368.657006 + Penalty 2438.031199 = -188930.625808
  nChanged 28
		SP:Iteration 20F (8024.720000 sec): 3 clusters
  Score: Raw -191392.982551 + Penalty 2438.031199 = -188954.951353
  nChanged 36
		SP:Iteration 21Q (8024.730000 sec): 3 clusters
  Score: Raw -191427.246285 + Penalty 2438.031199 = -188989.215086
  nChanged 30
		SP:Iteration 22Q (8024.730000 sec): 3 clusters
  Score: Raw -191453.430074 + Penalty 2438.031199 = -189015.398876
  nChanged 34
		SP:Iteration 23Q (8024.740000 sec): 3 clusters
  Score: Raw -191482.610892 + Penalty 2438.031199 = -189044.579693
  nChanged 29
		SP:Iteration 24Q (8024.750000 sec): 3 clusters
  Score: Raw -191516.868409 + Penalty 2438.031199 = -189078.837210
  nChanged 35
		SP:Iteration 25Q (8024.750000 sec): 3 clusters
  Score: Raw -191565.393168 + Penalty 2438.031199 = -189127.361969
  nChanged 42
		SP:Iteration 26Q (8024.750000 sec): 3 clusters
  Score: Raw -191635.347823 + Penalty 2438.031199 = -189197.316625
  nChanged 49
		SP:Iteration 27Q (8024.760000 sec): 3 clusters
  Score: Raw -191718.502785 + Penalty 2438.031199 = -189280.471586
  nChanged 46
		SP:Iteration 28Q (8024.760000 sec): 3 clusters
  Score: Raw -191750.211980 + Penalty 2438.031199 = -189312.180781
  nChanged 19
		SP:Iteration 29Q (8024.770000 sec): 3 clusters
  Score: Raw -191763.813057 + Penalty 2438.031199 = -189325.781859
  nChanged 16
		SP:Iteration 30Q (8024.770000 sec): 3 clusters
  Score: Raw -191771.906505 + Penalty 2438.031199 = -189333.875306
  nChanged 11
		SP:Iteration 31Q (8024.770000 sec): 3 clusters
  Score: Raw -191777.654509 + Penalty 2438.031199 = -189339.623310
  nChanged 9
		SP:Iteration 32Q (8024.780000 sec): 3 clusters
  Score: Raw -191783.526393 + Penalty 2438.031199 = -189345.495194
  nChanged 6
		SP:Iteration 33Q (8024.780000 sec): 3 clusters
  Score: Raw -191786.484794 + Penalty 2438.031199 = -189348.453595
  nChanged 2
		SP:Iteration 34Q (8024.790000 sec): 3 clusters
  Score: Raw -191787.657564 + Penalty 2438.031199 = -189349.626365
  nChanged 1
		SP:Iteration 35Q (8024.790000 sec): 3 clusters
  Score: Raw -191787.996600 + Penalty 2438.031199 = -189349.965401
  nChanged 1
		SP:Iteration 36Q (8024.790000 sec): 3 clusters
  Score: Raw -191788.156139 + Penalty 2438.031199 = -189350.124941
  nChanged 0
		SP:Iteration 37F (8024.800000 sec): 3 clusters
  Score: Raw -191788.156139 + Penalty 2438.031199 = -189350.124941
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8024.810000 sec): 2 clusters
  Score: Raw -489510.644999 + Penalty 1361.712384 = -488148.932615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8024.830000 sec): 3 clusters
  Score: Raw -487290.657880 + Penalty 2723.424768 = -484567.233113
  nChanged 1728
		SP:Iteration 1F (8024.830000 sec): 3 clusters
  Score: Raw -488241.080107 + Penalty 2723.424768 = -485517.655339
  nChanged 299
		SP:Iteration 2F (8024.850000 sec): 3 clusters
  Score: Raw -488398.501077 + Penalty 2723.424768 = -485675.076310
  nChanged 211
		SP:Iteration 3Q (8024.860000 sec): 3 clusters
  Score: Raw -488509.039105 + Penalty 2723.424768 = -485785.614338
  nChanged 178
		SP:Iteration 4Q (8024.870000 sec): 3 clusters
  Score: Raw -488625.257450 + Penalty 2723.424768 = -485901.832683
  nChanged 168
		SP:Iteration 5Q (8024.890000 sec): 3 clusters
  Score: Raw -488735.097314 + Penalty 2723.424768 = -486011.672547
  nChanged 163
		SP:Iteration 6Q (8024.900000 sec): 3 clusters
  Score: Raw -488844.919159 + Penalty 2723.424768 = -486121.494392
  nChanged 160
		SP:Iteration 7Q (8024.910000 sec): 3 clusters
  Score: Raw -488943.269053 + Penalty 2723.424768 = -486219.844286
  nChanged 143
		SP:Iteration 8Q (8024.920000 sec): 3 clusters
  Score: Raw -489015.566805 + Penalty 2723.424768 = -486292.142037
  nChanged 119
		SP:Iteration 9Q (8024.930000 sec): 3 clusters
  Score: Raw -489068.931241 + Penalty 2723.424768 = -486345.506473
  nChanged 93
		SP:Iteration 10Q (8024.950000 sec): 3 clusters
  Score: Raw -489114.127187 + Penalty 2723.424768 = -486390.702420
  nChanged 99
		SP:Iteration 11Q (8024.950000 sec): 3 clusters
  Score: Raw -489164.137829 + Penalty 2723.424768 = -486440.713061
  nChanged 94
		SP:Iteration 12Q (8024.970000 sec): 3 clusters
  Score: Raw -489209.214278 + Penalty 2723.424768 = -486485.789510
  nChanged 73
		SP:Iteration 13Q (8024.980000 sec): 3 clusters
  Score: Raw -489250.999561 + Penalty 2723.424768 = -486527.574793
  nChanged 97
		SP:Iteration 14Q (8024.990000 sec): 3 clusters
  Score: Raw -489306.269304 + Penalty 2723.424768 = -486582.844537
  nChanged 86
		SP:Iteration 15Q (8025.000000 sec): 3 clusters
  Score: Raw -489350.479924 + Penalty 2723.424768 = -486627.055157
  nChanged 77
		SP:Iteration 16Q (8025.010000 sec): 3 clusters
  Score: Raw -489381.641450 + Penalty 2723.424768 = -486658.216683
  nChanged 75
		SP:Iteration 17Q (8025.030000 sec): 3 clusters
  Score: Raw -489413.500904 + Penalty 2723.424768 = -486690.076137
  nChanged 64
		SP:Iteration 18Q (8025.030000 sec): 3 clusters
  Score: Raw -489439.245829 + Penalty 2723.424768 = -486715.821061
  nChanged 56
		SP:Iteration 19Q (8025.050000 sec): 3 clusters
  Score: Raw -489468.317904 + Penalty 2723.424768 = -486744.893137
  nChanged 63
		SP:Iteration 20F (8025.060000 sec): 3 clusters
  Score: Raw -489501.432183 + Penalty 2723.424768 = -486778.007416
  nChanged 69
		SP:Iteration 21Q (8025.070000 sec): 3 clusters
  Score: Raw -489537.281347 + Penalty 2723.424768 = -486813.856580
  nChanged 66
		SP:Iteration 22Q (8025.080000 sec): 3 clusters
  Score: Raw -489576.325583 + Penalty 2723.424768 = -486852.900815
  nChanged 61
		SP:Iteration 23Q (8025.090000 sec): 3 clusters
  Score: Raw -489610.270148 + Penalty 2723.424768 = -486886.845380
  nChanged 77
		SP:Iteration 24Q (8025.110000 sec): 3 clusters
  Score: Raw -489655.765087 + Penalty 2723.424768 = -486932.340320
  nChanged 72
		SP:Iteration 25Q (8025.120000 sec): 3 clusters
  Score: Raw -489696.976653 + Penalty 2723.424768 = -486973.551885
  nChanged 75
		SP:Iteration 26Q (8025.130000 sec): 3 clusters
  Score: Raw -489741.139749 + Penalty 2723.424768 = -487017.714981
  nChanged 66
		SP:Iteration 27Q (8025.140000 sec): 3 clusters
  Score: Raw -489779.988436 + Penalty 2723.424768 = -487056.563669
  nChanged 61
		SP:Iteration 28Q (8025.150000 sec): 3 clusters
  Score: Raw -489818.708735 + Penalty 2723.424768 = -487095.283967
  nChanged 62
		SP:Iteration 29Q (8025.160000 sec): 3 clusters
  Score: Raw -489856.327759 + Penalty 2723.424768 = -487132.902991
  nChanged 57
		SP:Iteration 30Q (8025.170000 sec): 3 clusters
  Score: Raw -489893.689411 + Penalty 2723.424768 = -487170.264644
  nChanged 58
		SP:Iteration 31Q (8025.180000 sec): 3 clusters
  Score: Raw -489938.479140 + Penalty 2723.424768 = -487215.054372
  nChanged 75
		SP:Iteration 32Q (8025.190000 sec): 3 clusters
  Score: Raw -489998.257663 + Penalty 2723.424768 = -487274.832896
  nChanged 72
		SP:Iteration 33Q (8025.200000 sec): 3 clusters
  Score: Raw -490069.421647 + Penalty 2723.424768 = -487345.996880
  nChanged 74
		SP:Iteration 34Q (8025.210000 sec): 3 clusters
  Score: Raw -490132.776002 + Penalty 2723.424768 = -487409.351235
  nChanged 67
		SP:Iteration 35Q (8025.220000 sec): 3 clusters
  Score: Raw -490189.123117 + Penalty 2723.424768 = -487465.698349
  nChanged 55
		SP:Iteration 36Q (8025.230000 sec): 3 clusters
  Score: Raw -490227.700003 + Penalty 2723.424768 = -487504.275236
  nChanged 34
		SP:Iteration 37Q (8025.240000 sec): 3 clusters
  Score: Raw -490249.571395 + Penalty 2723.424768 = -487526.146628
  nChanged 28
		SP:Iteration 38Q (8025.250000 sec): 3 clusters
  Score: Raw -490262.013538 + Penalty 2723.424768 = -487538.588771
  nChanged 25
		SP:Iteration 39Q (8025.260000 sec): 3 clusters
  Score: Raw -490270.659656 + Penalty 2723.424768 = -487547.234888
  nChanged 14
		SP:Iteration 40F (8025.280000 sec): 3 clusters
  Score: Raw -490275.932937 + Penalty 2723.424768 = -487552.508170
  nChanged 13
		SP:Iteration 41Q (8025.290000 sec): 3 clusters
  Score: Raw -490280.676643 + Penalty 2723.424768 = -487557.251875
  nChanged 7
		SP:Iteration 42Q (8025.300000 sec): 3 clusters
  Score: Raw -490282.653888 + Penalty 2723.424768 = -487559.229120
  nChanged 5
		SP:Iteration 43Q (8025.310000 sec): 3 clusters
  Score: Raw -490284.485169 + Penalty 2723.424768 = -487561.060402
  nChanged 5
		SP:Iteration 44Q (8025.320000 sec): 3 clusters
  Score: Raw -490285.495790 + Penalty 2723.424768 = -487562.071022
  nChanged 1
		SP:Iteration 45Q (8025.320000 sec): 3 clusters
  Score: Raw -490285.718447 + Penalty 2723.424768 = -487562.293679
  nChanged 1
		SP:Iteration 46Q (8025.330000 sec): 3 clusters
  Score: Raw -490285.870376 + Penalty 2723.424768 = -487562.445608
  nChanged 1
		SP:Iteration 47Q (8025.340000 sec): 3 clusters
  Score: Raw -490285.992738 + Penalty 2723.424768 = -487562.567971
  nChanged 0
		SP:Iteration 48F (8025.350000 sec): 3 clusters
  Score: Raw -490285.992738 + Penalty 2723.424768 = -487562.567971
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8025.360000 sec): 2 clusters
  Score: Raw -260190.042267 + Penalty 1263.003881 = -258927.038386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8025.370000 sec): 3 clusters
  Score: Raw -259173.787626 + Penalty 2526.007762 = -256647.779864
  nChanged 847
		SP:Iteration 1F (8025.370000 sec): 3 clusters
  Score: Raw -259714.815906 + Penalty 2526.007762 = -257188.808144
  nChanged 190
		SP:Iteration 2F (8025.380000 sec): 3 clusters
  Score: Raw -259844.215401 + Penalty 2526.007762 = -257318.207639
  nChanged 100
		SP:Iteration 3Q (8025.380000 sec): 3 clusters
  Score: Raw -259903.121631 + Penalty 2526.007762 = -257377.113869
  nChanged 75
		SP:Iteration 4Q (8025.390000 sec): 3 clusters
  Score: Raw -259940.803553 + Penalty 2526.007762 = -257414.795791
  nChanged 50
		SP:Iteration 5Q (8025.400000 sec): 3 clusters
  Score: Raw -259965.833604 + Penalty 2526.007762 = -257439.825842
  nChanged 24
		SP:Iteration 6Q (8025.400000 sec): 3 clusters
  Score: Raw -259975.471448 + Penalty 2526.007762 = -257449.463686
  nChanged 16
		SP:Iteration 7Q (8025.410000 sec): 3 clusters
  Score: Raw -259982.863655 + Penalty 2526.007762 = -257456.855893
  nChanged 14
		SP:Iteration 8Q (8025.410000 sec): 3 clusters
  Score: Raw -259988.707940 + Penalty 2526.007762 = -257462.700178
  nChanged 24
		SP:Iteration 9Q (8025.420000 sec): 3 clusters
  Score: Raw -260001.785944 + Penalty 2526.007762 = -257475.778182
  nChanged 24
		SP:Iteration 10Q (8025.420000 sec): 3 clusters
  Score: Raw -260014.098175 + Penalty 2526.007762 = -257488.090413
  nChanged 26
		SP:Iteration 11Q (8025.430000 sec): 3 clusters
  Score: Raw -260029.063472 + Penalty 2526.007762 = -257503.055710
  nChanged 30
		SP:Iteration 12Q (8025.440000 sec): 3 clusters
  Score: Raw -260043.499817 + Penalty 2526.007762 = -257517.492055
  nChanged 30
		SP:Iteration 13Q (8025.440000 sec): 3 clusters
  Score: Raw -260059.620039 + Penalty 2526.007762 = -257533.612277
  nChanged 22
		SP:Iteration 14Q (8025.440000 sec): 3 clusters
  Score: Raw -260073.365398 + Penalty 2526.007762 = -257547.357636
  nChanged 25
		SP:Iteration 15Q (8025.450000 sec): 3 clusters
  Score: Raw -260085.145540 + Penalty 2526.007762 = -257559.137778
  nChanged 14
		SP:Iteration 16Q (8025.460000 sec): 3 clusters
  Score: Raw -260089.835299 + Penalty 2526.007762 = -257563.827537
  nChanged 11
		SP:Iteration 17Q (8025.460000 sec): 3 clusters
  Score: Raw -260093.439734 + Penalty 2526.007762 = -257567.431972
  nChanged 13
		SP:Iteration 18Q (8025.470000 sec): 3 clusters
  Score: Raw -260099.681776 + Penalty 2526.007762 = -257573.674014
  nChanged 19
		SP:Iteration 19Q (8025.480000 sec): 3 clusters
  Score: Raw -260106.481228 + Penalty 2526.007762 = -257580.473466
  nChanged 17
		SP:Iteration 20F (8025.480000 sec): 3 clusters
  Score: Raw -260114.938664 + Penalty 2526.007762 = -257588.930902
  nChanged 17
		SP:Iteration 21Q (8025.490000 sec): 3 clusters
  Score: Raw -260122.861681 + Penalty 2526.007762 = -257596.853919
  nChanged 12
		SP:Iteration 22Q (8025.490000 sec): 3 clusters
  Score: Raw -260128.724136 + Penalty 2526.007762 = -257602.716374
  nChanged 10
		SP:Iteration 23Q (8025.500000 sec): 3 clusters
  Score: Raw -260133.908207 + Penalty 2526.007762 = -257607.900445
  nChanged 9
		SP:Iteration 24Q (8025.500000 sec): 3 clusters
  Score: Raw -260136.090592 + Penalty 2526.007762 = -257610.082830
  nChanged 5
		SP:Iteration 25Q (8025.510000 sec): 3 clusters
  Score: Raw -260138.101981 + Penalty 2526.007762 = -257612.094219
  nChanged 4
		SP:Iteration 26Q (8025.520000 sec): 3 clusters
  Score: Raw -260139.653926 + Penalty 2526.007762 = -257613.646164
  nChanged 4
		SP:Iteration 27Q (8025.520000 sec): 3 clusters
  Score: Raw -260140.562165 + Penalty 2526.007762 = -257614.554403
  nChanged 2
		SP:Iteration 28Q (8025.530000 sec): 3 clusters
  Score: Raw -260141.063279 + Penalty 2526.007762 = -257615.055517
  nChanged 1
		SP:Iteration 29Q (8025.530000 sec): 3 clusters
  Score: Raw -260141.228789 + Penalty 2526.007762 = -257615.221027
  nChanged 1
		SP:Iteration 30Q (8025.540000 sec): 3 clusters
  Score: Raw -260141.542139 + Penalty 2526.007762 = -257615.534377
  nChanged 1
		SP:Iteration 31Q (8025.540000 sec): 3 clusters
  Score: Raw -260141.638827 + Penalty 2526.007762 = -257615.631065
  nChanged 0
		SP:Iteration 32F (8025.550000 sec): 3 clusters
  Score: Raw -260141.638827 + Penalty 2526.007762 = -257615.631065
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (8094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8025.580000 sec): 2 clusters
  Score: Raw -898547.824223 + Penalty 1462.317728 = -897085.506496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8025.600000 sec): 3 clusters
  Score: Raw -894034.297361 + Penalty 2924.635456 = -891109.661905
  nChanged 3407
		SP:Iteration 1F (8025.620000 sec): 3 clusters
  Score: Raw -895975.642452 + Penalty 2924.635456 = -893051.006996
  nChanged 507
		SP:Iteration 2F (8025.630000 sec): 3 clusters
  Score: Raw -896244.038289 + Penalty 2924.635456 = -893319.402833
  nChanged 426
		SP:Iteration 3F (8025.650000 sec): 3 clusters
  Score: Raw -896450.560127 + Penalty 2924.635456 = -893525.924672
  nChanged 372
		SP:Iteration 4Q (8025.670000 sec): 3 clusters
  Score: Raw -896624.401337 + Penalty 2924.635456 = -893699.765881
  nChanged 317
		SP:Iteration 5Q (8025.690000 sec): 3 clusters
  Score: Raw -896769.823017 + Penalty 2924.635456 = -893845.187561
  nChanged 296
		SP:Iteration 6Q (8025.710000 sec): 3 clusters
  Score: Raw -896894.877889 + Penalty 2924.635456 = -893970.242433
  nChanged 280
		SP:Iteration 7Q (8025.730000 sec): 3 clusters
  Score: Raw -897018.282185 + Penalty 2924.635456 = -894093.646730
  nChanged 280
		SP:Iteration 8Q (8025.750000 sec): 3 clusters
  Score: Raw -897143.223409 + Penalty 2924.635456 = -894218.587953
  nChanged 262
		SP:Iteration 9Q (8025.770000 sec): 3 clusters
  Score: Raw -897265.952011 + Penalty 2924.635456 = -894341.316555
  nChanged 246
		SP:Iteration 10Q (8025.790000 sec): 3 clusters
  Score: Raw -897385.609337 + Penalty 2924.635456 = -894460.973882
  nChanged 253
		SP:Iteration 11Q (8025.800000 sec): 3 clusters
  Score: Raw -897516.442471 + Penalty 2924.635456 = -894591.807016
  nChanged 236
		SP:Iteration 12Q (8025.820000 sec): 3 clusters
  Score: Raw -897637.896922 + Penalty 2924.635456 = -894713.261466
  nChanged 234
		SP:Iteration 13Q (8025.840000 sec): 3 clusters
  Score: Raw -897769.295120 + Penalty 2924.635456 = -894844.659664
  nChanged 224
		SP:Iteration 14Q (8025.860000 sec): 3 clusters
  Score: Raw -897898.919421 + Penalty 2924.635456 = -894974.283965
  nChanged 216
		SP:Iteration 15Q (8025.880000 sec): 3 clusters
  Score: Raw -898011.141693 + Penalty 2924.635456 = -895086.506237
  nChanged 176
		SP:Iteration 16Q (8025.900000 sec): 3 clusters
  Score: Raw -898085.517690 + Penalty 2924.635456 = -895160.882234
  nChanged 154
		SP:Iteration 17Q (8025.920000 sec): 3 clusters
  Score: Raw -898151.549363 + Penalty 2924.635456 = -895226.913907
  nChanged 134
		SP:Iteration 18Q (8025.940000 sec): 3 clusters
  Score: Raw -898211.675853 + Penalty 2924.635456 = -895287.040398
  nChanged 143
		SP:Iteration 19Q (8025.960000 sec): 3 clusters
  Score: Raw -898277.943103 + Penalty 2924.635456 = -895353.307647
  nChanged 128
		SP:Iteration 20F (8025.980000 sec): 3 clusters
  Score: Raw -898341.111583 + Penalty 2924.635456 = -895416.476127
  nChanged 107
		SP:Iteration 21Q (8026.000000 sec): 3 clusters
  Score: Raw -898389.530400 + Penalty 2924.635456 = -895464.894944
  nChanged 93
		SP:Iteration 22Q (8026.010000 sec): 3 clusters
  Score: Raw -898430.773487 + Penalty 2924.635456 = -895506.138031
  nChanged 105
		SP:Iteration 23Q (8026.030000 sec): 3 clusters
  Score: Raw -898470.642241 + Penalty 2924.635456 = -895546.006785
  nChanged 85
		SP:Iteration 24Q (8026.050000 sec): 3 clusters
  Score: Raw -898504.040736 + Penalty 2924.635456 = -895579.405280
  nChanged 85
		SP:Iteration 25Q (8026.060000 sec): 3 clusters
  Score: Raw -898539.833644 + Penalty 2924.635456 = -895615.198188
  nChanged 86
		SP:Iteration 26Q (8026.080000 sec): 3 clusters
  Score: Raw -898583.870099 + Penalty 2924.635456 = -895659.234643
  nChanged 78
		SP:Iteration 27Q (8026.100000 sec): 3 clusters
  Score: Raw -898619.707278 + Penalty 2924.635456 = -895695.071822
  nChanged 88
		SP:Iteration 28Q (8026.120000 sec): 3 clusters
  Score: Raw -898659.703054 + Penalty 2924.635456 = -895735.067598
  nChanged 70
		SP:Iteration 29Q (8026.130000 sec): 3 clusters
  Score: Raw -898691.645647 + Penalty 2924.635456 = -895767.010191
  nChanged 74
		SP:Iteration 30Q (8026.150000 sec): 3 clusters
  Score: Raw -898720.391623 + Penalty 2924.635456 = -895795.756168
  nChanged 61
		SP:Iteration 31Q (8026.160000 sec): 3 clusters
  Score: Raw -898745.854722 + Penalty 2924.635456 = -895821.219266
  nChanged 63
		SP:Iteration 32Q (8026.180000 sec): 3 clusters
  Score: Raw -898776.710544 + Penalty 2924.635456 = -895852.075088
  nChanged 56
		SP:Iteration 33Q (8026.200000 sec): 3 clusters
  Score: Raw -898802.002312 + Penalty 2924.635456 = -895877.366856
  nChanged 39
		SP:Iteration 34Q (8026.220000 sec): 3 clusters
  Score: Raw -898819.895003 + Penalty 2924.635456 = -895895.259547
  nChanged 33
		SP:Iteration 35Q (8026.230000 sec): 3 clusters
  Score: Raw -898829.943223 + Penalty 2924.635456 = -895905.307767
  nChanged 25
		SP:Iteration 36Q (8026.250000 sec): 3 clusters
  Score: Raw -898837.822102 + Penalty 2924.635456 = -895913.186646
  nChanged 18
		SP:Iteration 37Q (8026.260000 sec): 3 clusters
  Score: Raw -898843.314815 + Penalty 2924.635456 = -895918.679359
  nChanged 18
		SP:Iteration 38Q (8026.280000 sec): 3 clusters
  Score: Raw -898849.103639 + Penalty 2924.635456 = -895924.468183
  nChanged 13
		SP:Iteration 39Q (8026.300000 sec): 3 clusters
  Score: Raw -898852.840430 + Penalty 2924.635456 = -895928.204974
  nChanged 8
		SP:Iteration 40F (8026.320000 sec): 3 clusters
  Score: Raw -898855.230931 + Penalty 2924.635456 = -895930.595475
  nChanged 9
		SP:Iteration 41Q (8026.330000 sec): 3 clusters
  Score: Raw -898858.613485 + Penalty 2924.635456 = -895933.978029
  nChanged 8
		SP:Iteration 42Q (8026.350000 sec): 3 clusters
  Score: Raw -898862.147254 + Penalty 2924.635456 = -895937.511798
  nChanged 5
		SP:Iteration 43Q (8026.360000 sec): 3 clusters
  Score: Raw -898863.987420 + Penalty 2924.635456 = -895939.351965
  nChanged 4
		SP:Iteration 44Q (8026.380000 sec): 3 clusters
  Score: Raw -898865.195643 + Penalty 2924.635456 = -895940.560187
  nChanged 2
		SP:Iteration 45Q (8026.390000 sec): 3 clusters
  Score: Raw -898866.753564 + Penalty 2924.635456 = -895942.118108
  nChanged 4
		SP:Iteration 46Q (8026.410000 sec): 3 clusters
  Score: Raw -898868.546879 + Penalty 2924.635456 = -895943.911423
  nChanged 5
		SP:Iteration 47Q (8026.420000 sec): 3 clusters
  Score: Raw -898870.769062 + Penalty 2924.635456 = -895946.133606
  nChanged 5
		SP:Iteration 48Q (8026.440000 sec): 3 clusters
  Score: Raw -898872.362719 + Penalty 2924.635456 = -895947.727263
  nChanged 5
		SP:Iteration 49Q (8026.460000 sec): 3 clusters
  Score: Raw -898873.713233 + Penalty 2924.635456 = -895949.077777
  nChanged 7
		SP:Iteration 50Q (8026.470000 sec): 3 clusters
  Score: Raw -898875.738311 + Penalty 2924.635456 = -895951.102855
  nChanged 5
		SP:Iteration 51Q (8026.490000 sec): 3 clusters
  Score: Raw -898877.269228 + Penalty 2924.635456 = -895952.633772
  nChanged 4
		SP:Iteration 52Q (8026.500000 sec): 3 clusters
  Score: Raw -898879.013000 + Penalty 2924.635456 = -895954.377545
  nChanged 3
		SP:Iteration 53Q (8026.520000 sec): 3 clusters
  Score: Raw -898880.016953 + Penalty 2924.635456 = -895955.381497
  nChanged 6
		SP:Iteration 54Q (8026.540000 sec): 3 clusters
  Score: Raw -898882.240241 + Penalty 2924.635456 = -895957.604785
  nChanged 5
		SP:Iteration 55Q (8026.550000 sec): 3 clusters
  Score: Raw -898883.863480 + Penalty 2924.635456 = -895959.228024
  nChanged 6
		SP:Iteration 56Q (8026.570000 sec): 3 clusters
  Score: Raw -898885.724741 + Penalty 2924.635456 = -895961.089285
  nChanged 3
		SP:Iteration 57Q (8026.580000 sec): 3 clusters
  Score: Raw -898886.558205 + Penalty 2924.635456 = -895961.922749
  nChanged 7
		SP:Iteration 58Q (8026.600000 sec): 3 clusters
  Score: Raw -898888.588176 + Penalty 2924.635456 = -895963.952720
  nChanged 3
		SP:Iteration 59Q (8026.610000 sec): 3 clusters
  Score: Raw -898890.269008 + Penalty 2924.635456 = -895965.633553
  nChanged 4
		SP:Iteration 60F (8026.630000 sec): 3 clusters
  Score: Raw -898891.159491 + Penalty 2924.635456 = -895966.524036
  nChanged 3
		SP:Iteration 61Q (8026.640000 sec): 3 clusters
  Score: Raw -898892.079343 + Penalty 2924.635456 = -895967.443888
  nChanged 4
		SP:Iteration 62Q (8026.660000 sec): 3 clusters
  Score: Raw -898892.958426 + Penalty 2924.635456 = -895968.322970
  nChanged 4
		SP:Iteration 63Q (8026.680000 sec): 3 clusters
  Score: Raw -898894.727284 + Penalty 2924.635456 = -895970.091829
  nChanged 5
		SP:Iteration 64Q (8026.690000 sec): 3 clusters
  Score: Raw -898895.894933 + Penalty 2924.635456 = -895971.259477
  nChanged 5
		SP:Iteration 65Q (8026.710000 sec): 3 clusters
  Score: Raw -898898.827818 + Penalty 2924.635456 = -895974.192362
  nChanged 6
		SP:Iteration 66Q (8026.720000 sec): 3 clusters
  Score: Raw -898900.873926 + Penalty 2924.635456 = -895976.238471
  nChanged 5
		SP:Iteration 67Q (8026.740000 sec): 3 clusters
  Score: Raw -898902.095322 + Penalty 2924.635456 = -895977.459866
  nChanged 4
		SP:Iteration 68Q (8026.760000 sec): 3 clusters
  Score: Raw -898903.340626 + Penalty 2924.635456 = -895978.705170
  nChanged 2
		SP:Iteration 69Q (8026.770000 sec): 3 clusters
  Score: Raw -898903.879093 + Penalty 2924.635456 = -895979.243638
  nChanged 1
		SP:Iteration 70Q (8026.790000 sec): 3 clusters
  Score: Raw -898904.259806 + Penalty 2924.635456 = -895979.624350
  nChanged 2
		SP:Iteration 71Q (8026.800000 sec): 3 clusters
  Score: Raw -898904.533710 + Penalty 2924.635456 = -895979.898254
  nChanged 1
		SP:Iteration 72Q (8026.820000 sec): 3 clusters
  Score: Raw -898904.610123 + Penalty 2924.635456 = -895979.974667
  nChanged 0
		SP:Iteration 73F (8026.840000 sec): 3 clusters
  Score: Raw -898904.610123 + Penalty 2924.635456 = -895979.974667
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8026.930000 sec): 2 clusters
  Score: Raw -3748957.146226 + Penalty 1684.867571 = -3747272.278655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8027.020000 sec): 3 clusters
  Score: Raw -3729289.487211 + Penalty 3369.735143 = -3725919.752068
  nChanged 14683
		SP:Iteration 1F (8027.100000 sec): 3 clusters
  Score: Raw -3737496.254365 + Penalty 3369.735143 = -3734126.519222
  nChanged 1342
		SP:Iteration 2Q (8027.180000 sec): 3 clusters
  Score: Raw -3737910.849441 + Penalty 3369.735143 = -3734541.114298
  nChanged 1260
		SP:Iteration 3Q (8027.260000 sec): 3 clusters
  Score: Raw -3738311.575488 + Penalty 3369.735143 = -3734941.840345
  nChanged 1272
		SP:Iteration 4Q (8027.340000 sec): 3 clusters
  Score: Raw -3738722.391591 + Penalty 3369.735143 = -3735352.656449
  nChanged 1243
		SP:Iteration 5Q (8027.420000 sec): 3 clusters
  Score: Raw -3739186.722211 + Penalty 3369.735143 = -3735816.987068
  nChanged 1371
		SP:Iteration 6Q (8027.500000 sec): 3 clusters
  Score: Raw -3739764.587352 + Penalty 3369.735143 = -3736394.852209
  nChanged 1570
		SP:Iteration 7Q (8027.580000 sec): 3 clusters
  Score: Raw -3740539.786869 + Penalty 3369.735143 = -3737170.051726
  nChanged 1886
		SP:Iteration 8F (8027.670000 sec): 3 clusters
  Score: Raw -3741697.383985 + Penalty 3369.735143 = -3738327.648842
  nChanged 2151
		SP:Iteration 9F (8027.750000 sec): 3 clusters
  Score: Raw -3743287.429019 + Penalty 3369.735143 = -3739917.693876
  nChanged 2186
		SP:Iteration 10F (8027.830000 sec): 3 clusters
  Score: Raw -3745121.392690 + Penalty 3369.735143 = -3741751.657547
  nChanged 1893
		SP:Iteration 11F (8027.910000 sec): 3 clusters
  Score: Raw -3746782.333089 + Penalty 3369.735143 = -3743412.597947
  nChanged 1283
		SP:Iteration 12Q (8027.990000 sec): 3 clusters
  Score: Raw -3747890.270541 + Penalty 3369.735143 = -3744520.535398
  nChanged 737
		SP:Iteration 13Q (8028.060000 sec): 3 clusters
  Score: Raw -3748511.065145 + Penalty 3369.735143 = -3745141.330002
  nChanged 368
		SP:Iteration 14Q (8028.130000 sec): 3 clusters
  Score: Raw -3748848.316793 + Penalty 3369.735143 = -3745478.581650
  nChanged 176
		SP:Iteration 15Q (8028.200000 sec): 3 clusters
  Score: Raw -3749017.895665 + Penalty 3369.735143 = -3745648.160522
  nChanged 88
		SP:Iteration 16Q (8028.260000 sec): 3 clusters
  Score: Raw -3749106.881085 + Penalty 3369.735143 = -3745737.145942
  nChanged 34
		SP:Iteration 17Q (8028.320000 sec): 3 clusters
  Score: Raw -3749138.632387 + Penalty 3369.735143 = -3745768.897244
  nChanged 15
		SP:Iteration 18Q (8028.370000 sec): 3 clusters
  Score: Raw -3749154.714127 + Penalty 3369.735143 = -3745784.978984
  nChanged 14
		SP:Iteration 19Q (8028.430000 sec): 3 clusters
  Score: Raw -3749167.852219 + Penalty 3369.735143 = -3745798.117077
  nChanged 8
		SP:Iteration 20F (8028.510000 sec): 3 clusters
  Score: Raw -3749177.183494 + Penalty 3369.735143 = -3745807.448352
  nChanged 9
		SP:Iteration 21Q (8028.570000 sec): 3 clusters
  Score: Raw -3749187.549483 + Penalty 3369.735143 = -3745817.814340
  nChanged 10
		SP:Iteration 22Q (8028.630000 sec): 3 clusters
  Score: Raw -3749200.293850 + Penalty 3369.735143 = -3745830.558707
  nChanged 11
		SP:Iteration 23Q (8028.690000 sec): 3 clusters
  Score: Raw -3749216.953969 + Penalty 3369.735143 = -3745847.218827
  nChanged 11
		SP:Iteration 24Q (8028.750000 sec): 3 clusters
  Score: Raw -3749230.842005 + Penalty 3369.735143 = -3745861.106862
  nChanged 8
		SP:Iteration 25Q (8028.810000 sec): 3 clusters
  Score: Raw -3749241.202263 + Penalty 3369.735143 = -3745871.467120
  nChanged 2
		SP:Iteration 26Q (8028.870000 sec): 3 clusters
  Score: Raw -3749243.799781 + Penalty 3369.735143 = -3745874.064638
  nChanged 1
		SP:Iteration 27Q (8028.920000 sec): 3 clusters
  Score: Raw -3749244.269495 + Penalty 3369.735143 = -3745874.534352
  nChanged 0
		SP:Iteration 28F (8029.000000 sec): 3 clusters
  Score: Raw -3749244.269495 + Penalty 3369.735143 = -3745874.534352
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8029.020000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8029.020000 sec): 3 clusters
  Score: Raw -28393.571727 + Penalty 1810.950060 = -26582.621667
  nChanged 55
		SP:Iteration 1F (8029.020000 sec): 3 clusters
  Score: Raw -28531.924163 + Penalty 1810.950060 = -26720.974103
  nChanged 12
		SP:Iteration 2Q (8029.020000 sec): 3 clusters
  Score: Raw -28562.501651 + Penalty 1810.950060 = -26751.551590
  nChanged 5
		SP:Iteration 3Q (8029.020000 sec): 3 clusters
  Score: Raw -28577.846955 + Penalty 1810.950060 = -26766.896895
  nChanged 6
		SP:Iteration 4Q (8029.020000 sec): 3 clusters
  Score: Raw -28607.004931 + Penalty 1810.950060 = -26796.054871
  nChanged 3
		SP:Iteration 5Q (8029.020000 sec): 3 clusters
  Score: Raw -28620.336051 + Penalty 1810.950060 = -26809.385991
  nChanged 2
		SP:Iteration 6Q (8029.020000 sec): 3 clusters
  Score: Raw -28623.882230 + Penalty 1810.950060 = -26812.932170
  nChanged 2
		SP:Iteration 7Q (8029.020000 sec): 3 clusters
  Score: Raw -28628.420370 + Penalty 1810.950060 = -26817.470310
  nChanged 0
		SP:Iteration 8F (8029.020000 sec): 3 clusters
  Score: Raw -28628.420370 + Penalty 1810.950060 = -26817.470310
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8029.040000 sec): 2 clusters
  Score: Raw -287831.154092 + Penalty 1274.434115 = -286556.719977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8029.040000 sec): 3 clusters
  Score: Raw -286687.364524 + Penalty 2548.868229 = -284138.496294
  nChanged 904
		SP:Iteration 1F (8029.050000 sec): 3 clusters
  Score: Raw -287207.557426 + Penalty 2548.868229 = -284658.689197
  nChanged 193
		SP:Iteration 2F (8029.060000 sec): 3 clusters
  Score: Raw -287341.382923 + Penalty 2548.868229 = -284792.514694
  nChanged 141
		SP:Iteration 3F (8029.060000 sec): 3 clusters
  Score: Raw -287431.661249 + Penalty 2548.868229 = -284882.793020
  nChanged 113
		SP:Iteration 4Q (8029.070000 sec): 3 clusters
  Score: Raw -287497.561978 + Penalty 2548.868229 = -284948.693749
  nChanged 81
		SP:Iteration 5Q (8029.070000 sec): 3 clusters
  Score: Raw -287553.998707 + Penalty 2548.868229 = -285005.130478
  nChanged 77
		SP:Iteration 6Q (8029.080000 sec): 3 clusters
  Score: Raw -287603.822779 + Penalty 2548.868229 = -285054.954549
  nChanged 53
		SP:Iteration 7Q (8029.080000 sec): 3 clusters
  Score: Raw -287635.604586 + Penalty 2548.868229 = -285086.736357
  nChanged 46
		SP:Iteration 8Q (8029.090000 sec): 3 clusters
  Score: Raw -287661.372286 + Penalty 2548.868229 = -285112.504057
  nChanged 43
		SP:Iteration 9Q (8029.100000 sec): 3 clusters
  Score: Raw -287684.617137 + Penalty 2548.868229 = -285135.748908
  nChanged 50
		SP:Iteration 10Q (8029.100000 sec): 3 clusters
  Score: Raw -287716.158158 + Penalty 2548.868229 = -285167.289929
  nChanged 56
		SP:Iteration 11Q (8029.110000 sec): 3 clusters
  Score: Raw -287750.490696 + Penalty 2548.868229 = -285201.622466
  nChanged 46
		SP:Iteration 12Q (8029.120000 sec): 3 clusters
  Score: Raw -287781.016055 + Penalty 2548.868229 = -285232.147826
  nChanged 56
		SP:Iteration 13Q (8029.120000 sec): 3 clusters
  Score: Raw -287813.374586 + Penalty 2548.868229 = -285264.506357
  nChanged 47
		SP:Iteration 14Q (8029.130000 sec): 3 clusters
  Score: Raw -287841.044373 + Penalty 2548.868229 = -285292.176144
  nChanged 42
		SP:Iteration 15Q (8029.140000 sec): 3 clusters
  Score: Raw -287864.308954 + Penalty 2548.868229 = -285315.440724
  nChanged 31
		SP:Iteration 16Q (8029.140000 sec): 3 clusters
  Score: Raw -287879.803404 + Penalty 2548.868229 = -285330.935174
  nChanged 30
		SP:Iteration 17Q (8029.150000 sec): 3 clusters
  Score: Raw -287899.124909 + Penalty 2548.868229 = -285350.256680
  nChanged 39
		SP:Iteration 18Q (8029.150000 sec): 3 clusters
  Score: Raw -287922.935366 + Penalty 2548.868229 = -285374.067136
  nChanged 33
		SP:Iteration 19Q (8029.160000 sec): 3 clusters
  Score: Raw -287945.689211 + Penalty 2548.868229 = -285396.820982
  nChanged 37
		SP:Iteration 20F (8029.160000 sec): 3 clusters
  Score: Raw -287970.565368 + Penalty 2548.868229 = -285421.697139
  nChanged 27
		SP:Iteration 21Q (8029.170000 sec): 3 clusters
  Score: Raw -287986.939388 + Penalty 2548.868229 = -285438.071159
  nChanged 24
		SP:Iteration 22Q (8029.180000 sec): 3 clusters
  Score: Raw -288001.449328 + Penalty 2548.868229 = -285452.581098
  nChanged 17
		SP:Iteration 23Q (8029.180000 sec): 3 clusters
  Score: Raw -288011.316456 + Penalty 2548.868229 = -285462.448227
  nChanged 21
		SP:Iteration 24Q (8029.190000 sec): 3 clusters
  Score: Raw -288025.464723 + Penalty 2548.868229 = -285476.596494
  nChanged 22
		SP:Iteration 25Q (8029.200000 sec): 3 clusters
  Score: Raw -288037.445677 + Penalty 2548.868229 = -285488.577448
  nChanged 15
		SP:Iteration 26Q (8029.200000 sec): 3 clusters
  Score: Raw -288045.783801 + Penalty 2548.868229 = -285496.915572
  nChanged 9
		SP:Iteration 27Q (8029.210000 sec): 3 clusters
  Score: Raw -288050.842716 + Penalty 2548.868229 = -285501.974486
  nChanged 10
		SP:Iteration 28Q (8029.210000 sec): 3 clusters
  Score: Raw -288058.638168 + Penalty 2548.868229 = -285509.769938
  nChanged 13
		SP:Iteration 29Q (8029.220000 sec): 3 clusters
  Score: Raw -288066.460830 + Penalty 2548.868229 = -285517.592600
  nChanged 11
		SP:Iteration 30Q (8029.220000 sec): 3 clusters
  Score: Raw -288073.070759 + Penalty 2548.868229 = -285524.202529
  nChanged 9
		SP:Iteration 31Q (8029.230000 sec): 3 clusters
  Score: Raw -288078.736539 + Penalty 2548.868229 = -285529.868310
  nChanged 10
		SP:Iteration 32Q (8029.240000 sec): 3 clusters
  Score: Raw -288086.670226 + Penalty 2548.868229 = -285537.801996
  nChanged 16
		SP:Iteration 33Q (8029.240000 sec): 3 clusters
  Score: Raw -288097.961373 + Penalty 2548.868229 = -285549.093144
  nChanged 11
		SP:Iteration 34Q (8029.250000 sec): 3 clusters
  Score: Raw -288103.345328 + Penalty 2548.868229 = -285554.477098
  nChanged 2
		SP:Iteration 35Q (8029.260000 sec): 3 clusters
  Score: Raw -288105.301881 + Penalty 2548.868229 = -285556.433651
  nChanged 3
		SP:Iteration 36Q (8029.260000 sec): 3 clusters
  Score: Raw -288106.874720 + Penalty 2548.868229 = -285558.006490
  nChanged 4
		SP:Iteration 37Q (8029.270000 sec): 3 clusters
  Score: Raw -288109.223247 + Penalty 2548.868229 = -285560.355018
  nChanged 4
		SP:Iteration 38Q (8029.270000 sec): 3 clusters
  Score: Raw -288111.250084 + Penalty 2548.868229 = -285562.381854
  nChanged 1
		SP:Iteration 39Q (8029.280000 sec): 3 clusters
  Score: Raw -288111.502296 + Penalty 2548.868229 = -285562.634067
  nChanged 0
		SP:Iteration 40F (8029.280000 sec): 3 clusters
  Score: Raw -288111.502296 + Penalty 2548.868229 = -285562.634067
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8029.290000 sec): 2 clusters
  Score: Raw -20746.235033 + Penalty 872.728680 = -19873.506354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8029.290000 sec): 3 clusters
  Score: Raw -20854.729310 + Penalty 1745.457359 = -19109.271950
  nChanged 33
		SP:Iteration 1F (8029.290000 sec): 3 clusters
  Score: Raw -21005.433916 + Penalty 1745.457359 = -19259.976557
  nChanged 15
		SP:Iteration 2F (8029.290000 sec): 3 clusters
  Score: Raw -21097.352560 + Penalty 1745.457359 = -19351.895201
  nChanged 10
		SP:Iteration 3Q (8029.290000 sec): 3 clusters
  Score: Raw -21125.309661 + Penalty 1745.457359 = -19379.852301
  nChanged 5
		SP:Iteration 4Q (8029.290000 sec): 3 clusters
  Score: Raw -21138.574121 + Penalty 1745.457359 = -19393.116762
  nChanged 3
		SP:Iteration 5Q (8029.290000 sec): 3 clusters
  Score: Raw -21165.557949 + Penalty 1745.457359 = -19420.100590
  nChanged 5
		SP:Iteration 6Q (8029.290000 sec): 3 clusters
  Score: Raw -21186.785990 + Penalty 1745.457359 = -19441.328631
  nChanged 2
		SP:Iteration 7Q (8029.290000 sec): 3 clusters
  Score: Raw -21193.329054 + Penalty 1745.457359 = -19447.871695
  nChanged 0
		SP:Iteration 8F (8029.290000 sec): 3 clusters
  Score: Raw -21193.329054 + Penalty 1745.457359 = -19447.871695
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (15862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8029.340000 sec): 2 clusters
  Score: Raw -1727868.552071 + Penalty 1571.648258 = -1726296.903812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8029.380000 sec): 3 clusters
  Score: Raw -1718571.895417 + Penalty 3143.296517 = -1715428.598900
  nChanged 7068
		SP:Iteration 1F (8029.430000 sec): 3 clusters
  Score: Raw -1722556.799655 + Penalty 3143.296517 = -1719413.503138
  nChanged 955
		SP:Iteration 2F (8029.470000 sec): 3 clusters
  Score: Raw -1723088.834258 + Penalty 3143.296517 = -1719945.537741
  nChanged 1005
		SP:Iteration 3F (8029.510000 sec): 3 clusters
  Score: Raw -1723768.308545 + Penalty 3143.296517 = -1720625.012028
  nChanged 1052
		SP:Iteration 4F (8029.550000 sec): 3 clusters
  Score: Raw -1724537.050223 + Penalty 3143.296517 = -1721393.753706
  nChanged 1004
		SP:Iteration 5F (8029.590000 sec): 3 clusters
  Score: Raw -1725254.535955 + Penalty 3143.296517 = -1722111.239438
  nChanged 946
		SP:Iteration 6F (8029.630000 sec): 3 clusters
  Score: Raw -1725840.977641 + Penalty 3143.296517 = -1722697.681124
  nChanged 786
		SP:Iteration 7Q (8029.660000 sec): 3 clusters
  Score: Raw -1726268.426006 + Penalty 3143.296517 = -1723125.129489
  nChanged 611
		SP:Iteration 8Q (8029.700000 sec): 3 clusters
  Score: Raw -1726567.135961 + Penalty 3143.296517 = -1723423.839444
  nChanged 530
		SP:Iteration 9Q (8029.740000 sec): 3 clusters
  Score: Raw -1726798.065177 + Penalty 3143.296517 = -1723654.768660
  nChanged 445
		SP:Iteration 10Q (8029.780000 sec): 3 clusters
  Score: Raw -1726968.770778 + Penalty 3143.296517 = -1723825.474261
  nChanged 350
		SP:Iteration 11Q (8029.820000 sec): 3 clusters
  Score: Raw -1727092.261309 + Penalty 3143.296517 = -1723948.964792
  nChanged 293
		SP:Iteration 12Q (8029.860000 sec): 3 clusters
  Score: Raw -1727191.202532 + Penalty 3143.296517 = -1724047.906015
  nChanged 241
		SP:Iteration 13Q (8029.900000 sec): 3 clusters
  Score: Raw -1727249.050564 + Penalty 3143.296517 = -1724105.754047
  nChanged 171
		SP:Iteration 14Q (8029.940000 sec): 3 clusters
  Score: Raw -1727284.764438 + Penalty 3143.296517 = -1724141.467921
  nChanged 144
		SP:Iteration 15Q (8029.970000 sec): 3 clusters
  Score: Raw -1727313.162914 + Penalty 3143.296517 = -1724169.866397
  nChanged 107
		SP:Iteration 16Q (8030.010000 sec): 3 clusters
  Score: Raw -1727328.340003 + Penalty 3143.296517 = -1724185.043486
  nChanged 77
		SP:Iteration 17Q (8030.050000 sec): 3 clusters
  Score: Raw -1727337.748035 + Penalty 3143.296517 = -1724194.451519
  nChanged 57
		SP:Iteration 18Q (8030.090000 sec): 3 clusters
  Score: Raw -1727345.080594 + Penalty 3143.296517 = -1724201.784077
  nChanged 44
		SP:Iteration 19Q (8030.120000 sec): 3 clusters
  Score: Raw -1727350.197810 + Penalty 3143.296517 = -1724206.901293
  nChanged 42
		SP:Iteration 20F (8030.160000 sec): 3 clusters
  Score: Raw -1727354.492347 + Penalty 3143.296517 = -1724211.195830
  nChanged 38
		SP:Iteration 21Q (8030.210000 sec): 3 clusters
  Score: Raw -1727357.910536 + Penalty 3143.296517 = -1724214.614019
  nChanged 30
		SP:Iteration 22Q (8030.240000 sec): 3 clusters
  Score: Raw -1727360.988089 + Penalty 3143.296517 = -1724217.691572
  nChanged 30
		SP:Iteration 23Q (8030.280000 sec): 3 clusters
  Score: Raw -1727363.893620 + Penalty 3143.296517 = -1724220.597103
  nChanged 30
		SP:Iteration 24Q (8030.320000 sec): 3 clusters
  Score: Raw -1727366.287159 + Penalty 3143.296517 = -1724222.990642
  nChanged 21
		SP:Iteration 25Q (8030.360000 sec): 3 clusters
  Score: Raw -1727367.577107 + Penalty 3143.296517 = -1724224.280590
  nChanged 14
		SP:Iteration 26Q (8030.400000 sec): 3 clusters
  Score: Raw -1727368.387570 + Penalty 3143.296517 = -1724225.091053
  nChanged 10
		SP:Iteration 27Q (8030.440000 sec): 3 clusters
  Score: Raw -1727368.934705 + Penalty 3143.296517 = -1724225.638188
  nChanged 5
		SP:Iteration 28Q (8030.480000 sec): 3 clusters
  Score: Raw -1727369.160958 + Penalty 3143.296517 = -1724225.864441
  nChanged 2
		SP:Iteration 29Q (8030.520000 sec): 3 clusters
  Score: Raw -1727369.279357 + Penalty 3143.296517 = -1724225.982840
  nChanged 1
		SP:Iteration 30Q (8030.550000 sec): 3 clusters
  Score: Raw -1727369.363456 + Penalty 3143.296517 = -1724226.066939
  nChanged 4
		SP:Iteration 31Q (8030.590000 sec): 3 clusters
  Score: Raw -1727369.680629 + Penalty 3143.296517 = -1724226.384112
  nChanged 5
		SP:Iteration 32Q (8030.630000 sec): 3 clusters
  Score: Raw -1727370.186708 + Penalty 3143.296517 = -1724226.890191
  nChanged 7
		SP:Iteration 33Q (8030.670000 sec): 3 clusters
  Score: Raw -1727370.645811 + Penalty 3143.296517 = -1724227.349294
  nChanged 6
		SP:Iteration 34Q (8030.710000 sec): 3 clusters
  Score: Raw -1727371.102489 + Penalty 3143.296517 = -1724227.805972
  nChanged 10
		SP:Iteration 35Q (8030.750000 sec): 3 clusters
  Score: Raw -1727371.924036 + Penalty 3143.296517 = -1724228.627519
  nChanged 7
		SP:Iteration 36Q (8030.790000 sec): 3 clusters
  Score: Raw -1727372.265052 + Penalty 3143.296517 = -1724228.968535
  nChanged 4
		SP:Iteration 37Q (8030.830000 sec): 3 clusters
  Score: Raw -1727372.391190 + Penalty 3143.296517 = -1724229.094673
  nChanged 2
		SP:Iteration 38Q (8030.870000 sec): 3 clusters
  Score: Raw -1727372.628360 + Penalty 3143.296517 = -1724229.331843
  nChanged 4
		SP:Iteration 39Q (8030.900000 sec): 3 clusters
  Score: Raw -1727372.925988 + Penalty 3143.296517 = -1724229.629471
  nChanged 6
		SP:Iteration 40F (8030.940000 sec): 3 clusters
  Score: Raw -1727373.315055 + Penalty 3143.296517 = -1724230.018538
  nChanged 5
		SP:Iteration 41Q (8030.980000 sec): 3 clusters
  Score: Raw -1727373.544307 + Penalty 3143.296517 = -1724230.247790
  nChanged 6
		SP:Iteration 42Q (8031.020000 sec): 3 clusters
  Score: Raw -1727373.894780 + Penalty 3143.296517 = -1724230.598263
  nChanged 7
		SP:Iteration 43Q (8031.060000 sec): 3 clusters
  Score: Raw -1727374.217073 + Penalty 3143.296517 = -1724230.920556
  nChanged 7
		SP:Iteration 44Q (8031.100000 sec): 3 clusters
  Score: Raw -1727374.554188 + Penalty 3143.296517 = -1724231.257671
  nChanged 6
		SP:Iteration 45Q (8031.140000 sec): 3 clusters
  Score: Raw -1727375.021673 + Penalty 3143.296517 = -1724231.725156
  nChanged 14
		SP:Iteration 46Q (8031.180000 sec): 3 clusters
  Score: Raw -1727376.208783 + Penalty 3143.296517 = -1724232.912266
  nChanged 11
		SP:Iteration 47Q (8031.220000 sec): 3 clusters
  Score: Raw -1727376.992175 + Penalty 3143.296517 = -1724233.695658
  nChanged 9
		SP:Iteration 48Q (8031.260000 sec): 3 clusters
  Score: Raw -1727377.637905 + Penalty 3143.296517 = -1724234.341388
  nChanged 9
		SP:Iteration 49Q (8031.300000 sec): 3 clusters
  Score: Raw -1727378.304697 + Penalty 3143.296517 = -1724235.008180
  nChanged 7
		SP:Iteration 50Q (8031.340000 sec): 3 clusters
  Score: Raw -1727378.775167 + Penalty 3143.296517 = -1724235.478650
  nChanged 6
		SP:Iteration 51Q (8031.370000 sec): 3 clusters
  Score: Raw -1727379.038267 + Penalty 3143.296517 = -1724235.741750
  nChanged 4
		SP:Iteration 52Q (8031.410000 sec): 3 clusters
  Score: Raw -1727379.304733 + Penalty 3143.296517 = -1724236.008216
  nChanged 4
		SP:Iteration 53Q (8031.450000 sec): 3 clusters
  Score: Raw -1727379.626345 + Penalty 3143.296517 = -1724236.329828
  nChanged 5
		SP:Iteration 54Q (8031.490000 sec): 3 clusters
  Score: Raw -1727380.047577 + Penalty 3143.296517 = -1724236.751060
  nChanged 2
		SP:Iteration 55Q (8031.530000 sec): 3 clusters
  Score: Raw -1727380.153371 + Penalty 3143.296517 = -1724236.856854
  nChanged 3
		SP:Iteration 56Q (8031.570000 sec): 3 clusters
  Score: Raw -1727380.392381 + Penalty 3143.296517 = -1724237.095864
  nChanged 3
		SP:Iteration 57Q (8031.600000 sec): 3 clusters
  Score: Raw -1727380.495861 + Penalty 3143.296517 = -1724237.199344
  nChanged 1
		SP:Iteration 58Q (8031.640000 sec): 3 clusters
  Score: Raw -1727380.534618 + Penalty 3143.296517 = -1724237.238101
  nChanged 0
		SP:Iteration 59F (8031.680000 sec): 3 clusters
  Score: Raw -1727380.534618 + Penalty 3143.296517 = -1724237.238101
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (5046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8031.700000 sec): 2 clusters
  Score: Raw -542702.131538 + Penalty 1385.532058 = -541316.599479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8031.720000 sec): 3 clusters
  Score: Raw -539993.848512 + Penalty 2771.064117 = -537222.784395
  nChanged 2065
		SP:Iteration 1F (8031.730000 sec): 3 clusters
  Score: Raw -541195.496082 + Penalty 2771.064117 = -538424.431965
  nChanged 402
		SP:Iteration 2F (8031.740000 sec): 3 clusters
  Score: Raw -541441.761794 + Penalty 2771.064117 = -538670.697677
  nChanged 334
		SP:Iteration 3F (8031.760000 sec): 3 clusters
  Score: Raw -541680.391834 + Penalty 2771.064117 = -538909.327717
  nChanged 290
		SP:Iteration 4F (8031.770000 sec): 3 clusters
  Score: Raw -541889.425848 + Penalty 2771.064117 = -539118.361731
  nChanged 280
		SP:Iteration 5F (8031.780000 sec): 3 clusters
  Score: Raw -542121.893187 + Penalty 2771.064117 = -539350.829070
  nChanged 258
		SP:Iteration 6F (8031.790000 sec): 3 clusters
  Score: Raw -542351.717575 + Penalty 2771.064117 = -539580.653458
  nChanged 228
		SP:Iteration 7Q (8031.800000 sec): 3 clusters
  Score: Raw -542580.178301 + Penalty 2771.064117 = -539809.114184
  nChanged 188
		SP:Iteration 8Q (8031.810000 sec): 3 clusters
  Score: Raw -542749.597920 + Penalty 2771.064117 = -539978.533803
  nChanged 173
		SP:Iteration 9Q (8031.820000 sec): 3 clusters
  Score: Raw -542877.619241 + Penalty 2771.064117 = -540106.555124
  nChanged 158
		SP:Iteration 10Q (8031.840000 sec): 3 clusters
  Score: Raw -542985.119524 + Penalty 2771.064117 = -540214.055407
  nChanged 160
		SP:Iteration 11Q (8031.860000 sec): 3 clusters
  Score: Raw -543090.820312 + Penalty 2771.064117 = -540319.756195
  nChanged 139
		SP:Iteration 12Q (8031.870000 sec): 3 clusters
  Score: Raw -543186.236160 + Penalty 2771.064117 = -540415.172043
  nChanged 104
		SP:Iteration 13Q (8031.880000 sec): 3 clusters
  Score: Raw -543248.049926 + Penalty 2771.064117 = -540476.985809
  nChanged 81
		SP:Iteration 14Q (8031.890000 sec): 3 clusters
  Score: Raw -543289.301194 + Penalty 2771.064117 = -540518.237077
  nChanged 75
		SP:Iteration 15Q (8031.900000 sec): 3 clusters
  Score: Raw -543323.395369 + Penalty 2771.064117 = -540552.331252
  nChanged 65
		SP:Iteration 16Q (8031.910000 sec): 3 clusters
  Score: Raw -543357.806343 + Penalty 2771.064117 = -540586.742226
  nChanged 63
		SP:Iteration 17Q (8031.920000 sec): 3 clusters
  Score: Raw -543386.647010 + Penalty 2771.064117 = -540615.582893
  nChanged 44
		SP:Iteration 18Q (8031.940000 sec): 3 clusters
  Score: Raw -543407.467147 + Penalty 2771.064117 = -540636.403030
  nChanged 41
		SP:Iteration 19Q (8031.950000 sec): 3 clusters
  Score: Raw -543425.706303 + Penalty 2771.064117 = -540654.642186
  nChanged 38
		SP:Iteration 20F (8031.960000 sec): 3 clusters
  Score: Raw -543443.860666 + Penalty 2771.064117 = -540672.796549
  nChanged 32
		SP:Iteration 21Q (8031.970000 sec): 3 clusters
  Score: Raw -543459.481372 + Penalty 2771.064117 = -540688.417255
  nChanged 34
		SP:Iteration 22Q (8031.980000 sec): 3 clusters
  Score: Raw -543471.771877 + Penalty 2771.064117 = -540700.707760
  nChanged 31
		SP:Iteration 23Q (8031.990000 sec): 3 clusters
  Score: Raw -543484.380504 + Penalty 2771.064117 = -540713.316387
  nChanged 30
		SP:Iteration 24Q (8032.000000 sec): 3 clusters
  Score: Raw -543495.011108 + Penalty 2771.064117 = -540723.946992
  nChanged 20
		SP:Iteration 25Q (8032.020000 sec): 3 clusters
  Score: Raw -543502.565275 + Penalty 2771.064117 = -540731.501158
  nChanged 23
		SP:Iteration 26Q (8032.020000 sec): 3 clusters
  Score: Raw -543509.268707 + Penalty 2771.064117 = -540738.204590
  nChanged 20
		SP:Iteration 27Q (8032.040000 sec): 3 clusters
  Score: Raw -543515.218863 + Penalty 2771.064117 = -540744.154746
  nChanged 16
		SP:Iteration 28Q (8032.050000 sec): 3 clusters
  Score: Raw -543520.402446 + Penalty 2771.064117 = -540749.338329
  nChanged 11
		SP:Iteration 29Q (8032.060000 sec): 3 clusters
  Score: Raw -543522.989936 + Penalty 2771.064117 = -540751.925819
  nChanged 7
		SP:Iteration 30Q (8032.090000 sec): 3 clusters
  Score: Raw -543524.546621 + Penalty 2771.064117 = -540753.482505
  nChanged 10
		SP:Iteration 31Q (8032.100000 sec): 3 clusters
  Score: Raw -543526.498854 + Penalty 2771.064117 = -540755.434737
  nChanged 3
		SP:Iteration 32Q (8032.110000 sec): 3 clusters
  Score: Raw -543527.008990 + Penalty 2771.064117 = -540755.944873
  nChanged 4
		SP:Iteration 33Q (8032.120000 sec): 3 clusters
  Score: Raw -543527.573895 + Penalty 2771.064117 = -540756.509778
  nChanged 4
		SP:Iteration 34Q (8032.130000 sec): 3 clusters
  Score: Raw -543528.292409 + Penalty 2771.064117 = -540757.228292
  nChanged 3
		SP:Iteration 35Q (8032.140000 sec): 3 clusters
  Score: Raw -543529.119784 + Penalty 2771.064117 = -540758.055667
  nChanged 6
		SP:Iteration 36Q (8032.160000 sec): 3 clusters
  Score: Raw -543530.401389 + Penalty 2771.064117 = -540759.337272
  nChanged 9
		SP:Iteration 37Q (8032.170000 sec): 3 clusters
  Score: Raw -543535.321440 + Penalty 2771.064117 = -540764.257323
  nChanged 7
		SP:Iteration 38Q (8032.180000 sec): 3 clusters
  Score: Raw -543536.895043 + Penalty 2771.064117 = -540765.830926
  nChanged 4
		SP:Iteration 39Q (8032.190000 sec): 3 clusters
  Score: Raw -543537.526449 + Penalty 2771.064117 = -540766.462332
  nChanged 4
		SP:Iteration 40F (8032.200000 sec): 3 clusters
  Score: Raw -543538.370871 + Penalty 2771.064117 = -540767.306754
  nChanged 6
		SP:Iteration 41Q (8032.210000 sec): 3 clusters
  Score: Raw -543539.306160 + Penalty 2771.064117 = -540768.242043
  nChanged 9
		SP:Iteration 42Q (8032.220000 sec): 3 clusters
  Score: Raw -543541.744381 + Penalty 2771.064117 = -540770.680264
  nChanged 12
		SP:Iteration 43Q (8032.240000 sec): 3 clusters
  Score: Raw -543545.784626 + Penalty 2771.064117 = -540774.720509
  nChanged 14
		SP:Iteration 44Q (8032.250000 sec): 3 clusters
  Score: Raw -543550.695091 + Penalty 2771.064117 = -540779.630974
  nChanged 17
		SP:Iteration 45Q (8032.260000 sec): 3 clusters
  Score: Raw -543555.337087 + Penalty 2771.064117 = -540784.272970
  nChanged 12
		SP:Iteration 46Q (8032.270000 sec): 3 clusters
  Score: Raw -543558.750573 + Penalty 2771.064117 = -540787.686456
  nChanged 10
		SP:Iteration 47Q (8032.280000 sec): 3 clusters
  Score: Raw -543561.083324 + Penalty 2771.064117 = -540790.019207
  nChanged 8
		SP:Iteration 48Q (8032.290000 sec): 3 clusters
  Score: Raw -543562.690536 + Penalty 2771.064117 = -540791.626419
  nChanged 5
		SP:Iteration 49Q (8032.300000 sec): 3 clusters
  Score: Raw -543564.088918 + Penalty 2771.064117 = -540793.024801
  nChanged 9
		SP:Iteration 50Q (8032.310000 sec): 3 clusters
  Score: Raw -543565.835141 + Penalty 2771.064117 = -540794.771024
  nChanged 8
		SP:Iteration 51Q (8032.320000 sec): 3 clusters
  Score: Raw -543567.837875 + Penalty 2771.064117 = -540796.773758
  nChanged 8
		SP:Iteration 52Q (8032.340000 sec): 3 clusters
  Score: Raw -543570.844637 + Penalty 2771.064117 = -540799.780520
  nChanged 7
		SP:Iteration 53Q (8032.350000 sec): 3 clusters
  Score: Raw -543572.502181 + Penalty 2771.064117 = -540801.438064
  nChanged 4
		SP:Iteration 54Q (8032.360000 sec): 3 clusters
  Score: Raw -543573.317343 + Penalty 2771.064117 = -540802.253226
  nChanged 3
		SP:Iteration 55Q (8032.370000 sec): 3 clusters
  Score: Raw -543574.019975 + Penalty 2771.064117 = -540802.955858
  nChanged 1
		SP:Iteration 56Q (8032.380000 sec): 3 clusters
  Score: Raw -543574.334709 + Penalty 2771.064117 = -540803.270592
  nChanged 0
		SP:Iteration 57F (8032.390000 sec): 3 clusters
  Score: Raw -543574.334709 + Penalty 2771.064117 = -540803.270592
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8032.400000 sec): 2 clusters
  Score: Raw -124200.830297 + Penalty 1143.516987 = -123057.313310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8032.400000 sec): 3 clusters
  Score: Raw -123796.190858 + Penalty 2287.033975 = -121509.156884
  nChanged 352
		SP:Iteration 1F (8032.410000 sec): 3 clusters
  Score: Raw -124080.616228 + Penalty 2287.033975 = -121793.582253
  nChanged 95
		SP:Iteration 2F (8032.410000 sec): 3 clusters
  Score: Raw -124169.701957 + Penalty 2287.033975 = -121882.667983
  nChanged 46
		SP:Iteration 3Q (8032.410000 sec): 3 clusters
  Score: Raw -124215.019262 + Penalty 2287.033975 = -121927.985287
  nChanged 28
		SP:Iteration 4Q (8032.420000 sec): 3 clusters
  Score: Raw -124239.902364 + Penalty 2287.033975 = -121952.868389
  nChanged 23
		SP:Iteration 5Q (8032.420000 sec): 3 clusters
  Score: Raw -124255.368908 + Penalty 2287.033975 = -121968.334933
  nChanged 10
		SP:Iteration 6Q (8032.420000 sec): 3 clusters
  Score: Raw -124263.624406 + Penalty 2287.033975 = -121976.590432
  nChanged 11
		SP:Iteration 7Q (8032.420000 sec): 3 clusters
  Score: Raw -124272.866874 + Penalty 2287.033975 = -121985.832899
  nChanged 8
		SP:Iteration 8Q (8032.430000 sec): 3 clusters
  Score: Raw -124282.577618 + Penalty 2287.033975 = -121995.543644
  nChanged 12
		SP:Iteration 9Q (8032.430000 sec): 3 clusters
  Score: Raw -124290.871624 + Penalty 2287.033975 = -122003.837650
  nChanged 12
		SP:Iteration 10Q (8032.430000 sec): 3 clusters
  Score: Raw -124301.117765 + Penalty 2287.033975 = -122014.083791
  nChanged 9
		SP:Iteration 11Q (8032.440000 sec): 3 clusters
  Score: Raw -124306.933262 + Penalty 2287.033975 = -122019.899287
  nChanged 9
		SP:Iteration 12Q (8032.440000 sec): 3 clusters
  Score: Raw -124314.003055 + Penalty 2287.033975 = -122026.969080
  nChanged 4
		SP:Iteration 13Q (8032.440000 sec): 3 clusters
  Score: Raw -124318.007214 + Penalty 2287.033975 = -122030.973239
  nChanged 7
		SP:Iteration 14Q (8032.440000 sec): 3 clusters
  Score: Raw -124324.689355 + Penalty 2287.033975 = -122037.655380
  nChanged 6
		SP:Iteration 15Q (8032.450000 sec): 3 clusters
  Score: Raw -124328.670754 + Penalty 2287.033975 = -122041.636780
  nChanged 2
		SP:Iteration 16Q (8032.450000 sec): 3 clusters
  Score: Raw -124329.855063 + Penalty 2287.033975 = -122042.821088
  nChanged 2
		SP:Iteration 17Q (8032.450000 sec): 3 clusters
  Score: Raw -124330.830731 + Penalty 2287.033975 = -122043.796757
  nChanged 3
		SP:Iteration 18Q (8032.460000 sec): 3 clusters
  Score: Raw -124333.173191 + Penalty 2287.033975 = -122046.139216
  nChanged 2
		SP:Iteration 19Q (8032.460000 sec): 3 clusters
  Score: Raw -124335.020125 + Penalty 2287.033975 = -122047.986151
  nChanged 2
		SP:Iteration 20F (8032.460000 sec): 3 clusters
  Score: Raw -124336.326311 + Penalty 2287.033975 = -122049.292336
  nChanged 2
		SP:Iteration 21Q (8032.460000 sec): 3 clusters
  Score: Raw -124336.777134 + Penalty 2287.033975 = -122049.743159
  nChanged 0
		SP:Iteration 22F (8032.470000 sec): 3 clusters
  Score: Raw -124336.777134 + Penalty 2287.033975 = -122049.743159
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8032.470000 sec): 2 clusters
  Score: Raw -126028.445152 + Penalty 1158.119756 = -124870.325395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8032.480000 sec): 3 clusters
  Score: Raw -125572.112449 + Penalty 2316.239513 = -123255.872936
  nChanged 399
		SP:Iteration 1F (8032.480000 sec): 3 clusters
  Score: Raw -125892.150192 + Penalty 2316.239513 = -123575.910679
  nChanged 101
		SP:Iteration 2F (8032.480000 sec): 3 clusters
  Score: Raw -126014.539060 + Penalty 2316.239513 = -123698.299547
  nChanged 73
		SP:Iteration 3F (8032.480000 sec): 3 clusters
  Score: Raw -126093.234334 + Penalty 2316.239513 = -123776.994822
  nChanged 54
		SP:Iteration 4Q (8032.490000 sec): 3 clusters
  Score: Raw -126143.176172 + Penalty 2316.239513 = -123826.936659
  nChanged 40
		SP:Iteration 5Q (8032.490000 sec): 3 clusters
  Score: Raw -126189.834658 + Penalty 2316.239513 = -123873.595145
  nChanged 45
		SP:Iteration 6Q (8032.500000 sec): 3 clusters
  Score: Raw -126241.205032 + Penalty 2316.239513 = -123924.965520
  nChanged 36
		SP:Iteration 7Q (8032.500000 sec): 3 clusters
  Score: Raw -126298.524397 + Penalty 2316.239513 = -123982.284885
  nChanged 48
		SP:Iteration 8Q (8032.500000 sec): 3 clusters
  Score: Raw -126395.807697 + Penalty 2316.239513 = -124079.568184
  nChanged 42
		SP:Iteration 9Q (8032.510000 sec): 3 clusters
  Score: Raw -126461.308611 + Penalty 2316.239513 = -124145.069098
  nChanged 35
		SP:Iteration 10Q (8032.510000 sec): 3 clusters
  Score: Raw -126509.041319 + Penalty 2316.239513 = -124192.801806
  nChanged 38
		SP:Iteration 11Q (8032.510000 sec): 3 clusters
  Score: Raw -126573.098415 + Penalty 2316.239513 = -124256.858902
  nChanged 34
		SP:Iteration 12Q (8032.520000 sec): 3 clusters
  Score: Raw -126627.714805 + Penalty 2316.239513 = -124311.475293
  nChanged 32
		SP:Iteration 13Q (8032.520000 sec): 3 clusters
  Score: Raw -126673.402749 + Penalty 2316.239513 = -124357.163236
  nChanged 23
		SP:Iteration 14Q (8032.520000 sec): 3 clusters
  Score: Raw -126699.930371 + Penalty 2316.239513 = -124383.690858
  nChanged 15
		SP:Iteration 15Q (8032.520000 sec): 3 clusters
  Score: Raw -126715.094540 + Penalty 2316.239513 = -124398.855027
  nChanged 12
		SP:Iteration 16Q (8032.530000 sec): 3 clusters
  Score: Raw -126724.211878 + Penalty 2316.239513 = -124407.972365
  nChanged 6
		SP:Iteration 17Q (8032.530000 sec): 3 clusters
  Score: Raw -126728.101502 + Penalty 2316.239513 = -124411.861989
  nChanged 2
		SP:Iteration 18Q (8032.540000 sec): 3 clusters
  Score: Raw -126728.767153 + Penalty 2316.239513 = -124412.527640
  nChanged 1
		SP:Iteration 19Q (8032.540000 sec): 3 clusters
  Score: Raw -126729.115468 + Penalty 2316.239513 = -124412.875956
  nChanged 0
		SP:Iteration 20F (8032.540000 sec): 3 clusters
  Score: Raw -126729.115468 + Penalty 2316.239513 = -124412.875956
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8032.550000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8032.550000 sec): 3 clusters
  Score: Raw -66396.038501 + Penalty 2066.861507 = -64329.176994
  nChanged 147
		SP:Iteration 1F (8032.550000 sec): 3 clusters
  Score: Raw -66549.487370 + Penalty 2066.861507 = -64482.625863
  nChanged 32
		SP:Iteration 2F (8032.550000 sec): 3 clusters
  Score: Raw -66601.126685 + Penalty 2066.861507 = -64534.265178
  nChanged 16
		SP:Iteration 3Q (8032.560000 sec): 3 clusters
  Score: Raw -66634.223489 + Penalty 2066.861507 = -64567.361981
  nChanged 13
		SP:Iteration 4Q (8032.560000 sec): 3 clusters
  Score: Raw -66665.551695 + Penalty 2066.861507 = -64598.690188
  nChanged 10
		SP:Iteration 5Q (8032.560000 sec): 3 clusters
  Score: Raw -66684.836378 + Penalty 2066.861507 = -64617.974871
  nChanged 7
		SP:Iteration 6Q (8032.560000 sec): 3 clusters
  Score: Raw -66694.388856 + Penalty 2066.861507 = -64627.527349
  nChanged 4
		SP:Iteration 7Q (8032.560000 sec): 3 clusters
  Score: Raw -66701.833860 + Penalty 2066.861507 = -64634.972353
  nChanged 4
		SP:Iteration 8Q (8032.560000 sec): 3 clusters
  Score: Raw -66709.818775 + Penalty 2066.861507 = -64642.957268
  nChanged 4
		SP:Iteration 9Q (8032.560000 sec): 3 clusters
  Score: Raw -66717.574130 + Penalty 2066.861507 = -64650.712622
  nChanged 4
		SP:Iteration 10Q (8032.560000 sec): 3 clusters
  Score: Raw -66724.050053 + Penalty 2066.861507 = -64657.188546
  nChanged 2
		SP:Iteration 11Q (8032.570000 sec): 3 clusters
  Score: Raw -66729.436280 + Penalty 2066.861507 = -64662.574773
  nChanged 3
		SP:Iteration 12Q (8032.570000 sec): 3 clusters
  Score: Raw -66737.764918 + Penalty 2066.861507 = -64670.903411
  nChanged 5
		SP:Iteration 13Q (8032.570000 sec): 3 clusters
  Score: Raw -66744.929352 + Penalty 2066.861507 = -64678.067845
  nChanged 2
		SP:Iteration 14Q (8032.570000 sec): 3 clusters
  Score: Raw -66746.026803 + Penalty 2066.861507 = -64679.165295
  nChanged 2
		SP:Iteration 15Q (8032.570000 sec): 3 clusters
  Score: Raw -66746.964569 + Penalty 2066.861507 = -64680.103062
  nChanged 0
		SP:Iteration 16F (8032.580000 sec): 3 clusters
  Score: Raw -66746.964569 + Penalty 2066.861507 = -64680.103062
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8032.590000 sec): 2 clusters
  Score: Raw -343992.538301 + Penalty 1308.756651 = -342683.781650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8032.600000 sec): 3 clusters
  Score: Raw -342528.910174 + Penalty 2617.513302 = -339911.396872
  nChanged 1191
		SP:Iteration 1F (8032.610000 sec): 3 clusters
  Score: Raw -343212.901879 + Penalty 2617.513302 = -340595.388577
  nChanged 210
		SP:Iteration 2F (8032.620000 sec): 3 clusters
  Score: Raw -343335.712201 + Penalty 2617.513302 = -340718.198899
  nChanged 146
		SP:Iteration 3Q (8032.620000 sec): 3 clusters
  Score: Raw -343416.524361 + Penalty 2617.513302 = -340799.011059
  nChanged 114
		SP:Iteration 4Q (8032.630000 sec): 3 clusters
  Score: Raw -343476.791508 + Penalty 2617.513302 = -340859.278206
  nChanged 100
		SP:Iteration 5Q (8032.640000 sec): 3 clusters
  Score: Raw -343524.751457 + Penalty 2617.513302 = -340907.238155
  nChanged 77
		SP:Iteration 6Q (8032.650000 sec): 3 clusters
  Score: Raw -343562.379187 + Penalty 2617.513302 = -340944.865885
  nChanged 76
		SP:Iteration 7Q (8032.660000 sec): 3 clusters
  Score: Raw -343604.352752 + Penalty 2617.513302 = -340986.839450
  nChanged 70
		SP:Iteration 8Q (8032.660000 sec): 3 clusters
  Score: Raw -343639.985623 + Penalty 2617.513302 = -341022.472321
  nChanged 56
		SP:Iteration 9Q (8032.670000 sec): 3 clusters
  Score: Raw -343661.097643 + Penalty 2617.513302 = -341043.584340
  nChanged 44
		SP:Iteration 10Q (8032.680000 sec): 3 clusters
  Score: Raw -343684.266443 + Penalty 2617.513302 = -341066.753141
  nChanged 52
		SP:Iteration 11Q (8032.690000 sec): 3 clusters
  Score: Raw -343705.279377 + Penalty 2617.513302 = -341087.766075
  nChanged 54
		SP:Iteration 12Q (8032.700000 sec): 3 clusters
  Score: Raw -343738.241807 + Penalty 2617.513302 = -341120.728505
  nChanged 69
		SP:Iteration 13Q (8032.700000 sec): 3 clusters
  Score: Raw -343776.033405 + Penalty 2617.513302 = -341158.520102
  nChanged 69
		SP:Iteration 14Q (8032.710000 sec): 3 clusters
  Score: Raw -343806.705047 + Penalty 2617.513302 = -341189.191744
  nChanged 42
		SP:Iteration 15Q (8032.720000 sec): 3 clusters
  Score: Raw -343822.444026 + Penalty 2617.513302 = -341204.930724
  nChanged 33
		SP:Iteration 16Q (8032.730000 sec): 3 clusters
  Score: Raw -343837.896928 + Penalty 2617.513302 = -341220.383626
  nChanged 34
		SP:Iteration 17Q (8032.740000 sec): 3 clusters
  Score: Raw -343854.523115 + Penalty 2617.513302 = -341237.009813
  nChanged 41
		SP:Iteration 18Q (8032.740000 sec): 3 clusters
  Score: Raw -343873.743308 + Penalty 2617.513302 = -341256.230005
  nChanged 37
		SP:Iteration 19Q (8032.750000 sec): 3 clusters
  Score: Raw -343888.575484 + Penalty 2617.513302 = -341271.062182
  nChanged 33
		SP:Iteration 20F (8032.760000 sec): 3 clusters
  Score: Raw -343906.757965 + Penalty 2617.513302 = -341289.244663
  nChanged 45
		SP:Iteration 21Q (8032.760000 sec): 3 clusters
  Score: Raw -343930.911339 + Penalty 2617.513302 = -341313.398036
  nChanged 44
		SP:Iteration 22Q (8032.770000 sec): 3 clusters
  Score: Raw -343955.256731 + Penalty 2617.513302 = -341337.743429
  nChanged 36
		SP:Iteration 23Q (8032.780000 sec): 3 clusters
  Score: Raw -343975.168573 + Penalty 2617.513302 = -341357.655271
  nChanged 39
		SP:Iteration 24Q (8032.790000 sec): 3 clusters
  Score: Raw -343993.487699 + Penalty 2617.513302 = -341375.974396
  nChanged 28
		SP:Iteration 25Q (8032.800000 sec): 3 clusters
  Score: Raw -344009.594984 + Penalty 2617.513302 = -341392.081682
  nChanged 29
		SP:Iteration 26Q (8032.800000 sec): 3 clusters
  Score: Raw -344029.776768 + Penalty 2617.513302 = -341412.263466
  nChanged 43
		SP:Iteration 27Q (8032.810000 sec): 3 clusters
  Score: Raw -344054.360243 + Penalty 2617.513302 = -341436.846941
  nChanged 38
		SP:Iteration 28Q (8032.830000 sec): 3 clusters
  Score: Raw -344074.218927 + Penalty 2617.513302 = -341456.705625
  nChanged 37
		SP:Iteration 29Q (8032.830000 sec): 3 clusters
  Score: Raw -344093.860089 + Penalty 2617.513302 = -341476.346787
  nChanged 35
		SP:Iteration 30Q (8032.840000 sec): 3 clusters
  Score: Raw -344109.214072 + Penalty 2617.513302 = -341491.700770
  nChanged 18
		SP:Iteration 31Q (8032.850000 sec): 3 clusters
  Score: Raw -344117.203172 + Penalty 2617.513302 = -341499.689870
  nChanged 13
		SP:Iteration 32Q (8032.850000 sec): 3 clusters
  Score: Raw -344121.720059 + Penalty 2617.513302 = -341504.206756
  nChanged 8
		SP:Iteration 33Q (8032.860000 sec): 3 clusters
  Score: Raw -344124.291683 + Penalty 2617.513302 = -341506.778381
  nChanged 4
		SP:Iteration 34Q (8032.870000 sec): 3 clusters
  Score: Raw -344126.218058 + Penalty 2617.513302 = -341508.704756
  nChanged 4
		SP:Iteration 35Q (8032.880000 sec): 3 clusters
  Score: Raw -344129.032008 + Penalty 2617.513302 = -341511.518706
  nChanged 3
		SP:Iteration 36Q (8032.890000 sec): 3 clusters
  Score: Raw -344129.847711 + Penalty 2617.513302 = -341512.334409
  nChanged 1
		SP:Iteration 37Q (8032.890000 sec): 3 clusters
  Score: Raw -344130.093673 + Penalty 2617.513302 = -341512.580371
  nChanged 1
		SP:Iteration 38Q (8032.900000 sec): 3 clusters
  Score: Raw -344131.136907 + Penalty 2617.513302 = -341513.623604
  nChanged 4
		SP:Iteration 39Q (8032.910000 sec): 3 clusters
  Score: Raw -344133.103085 + Penalty 2617.513302 = -341515.589783
  nChanged 8
		SP:Iteration 40F (8032.910000 sec): 3 clusters
  Score: Raw -344135.810704 + Penalty 2617.513302 = -341518.297402
  nChanged 7
		SP:Iteration 41Q (8032.920000 sec): 3 clusters
  Score: Raw -344138.970073 + Penalty 2617.513302 = -341521.456771
  nChanged 8
		SP:Iteration 42Q (8032.930000 sec): 3 clusters
  Score: Raw -344142.516096 + Penalty 2617.513302 = -341525.002794
  nChanged 6
		SP:Iteration 43Q (8032.940000 sec): 3 clusters
  Score: Raw -344144.828596 + Penalty 2617.513302 = -341527.315294
  nChanged 5
		SP:Iteration 44Q (8032.950000 sec): 3 clusters
  Score: Raw -344146.822974 + Penalty 2617.513302 = -341529.309672
  nChanged 6
		SP:Iteration 45Q (8032.950000 sec): 3 clusters
  Score: Raw -344148.691045 + Penalty 2617.513302 = -341531.177743
  nChanged 1
		SP:Iteration 46Q (8032.960000 sec): 3 clusters
  Score: Raw -344149.119955 + Penalty 2617.513302 = -341531.606653
  nChanged 1
		SP:Iteration 47Q (8032.970000 sec): 3 clusters
  Score: Raw -344149.494660 + Penalty 2617.513302 = -341531.981358
  nChanged 1
		SP:Iteration 48Q (8032.970000 sec): 3 clusters
  Score: Raw -344150.167502 + Penalty 2617.513302 = -341532.654200
  nChanged 3
		SP:Iteration 49Q (8032.980000 sec): 3 clusters
  Score: Raw -344151.862457 + Penalty 2617.513302 = -341534.349155
  nChanged 10
		SP:Iteration 50Q (8032.990000 sec): 3 clusters
  Score: Raw -344156.332652 + Penalty 2617.513302 = -341538.819350
  nChanged 9
		SP:Iteration 51Q (8032.990000 sec): 3 clusters
  Score: Raw -344160.763747 + Penalty 2617.513302 = -341543.250445
  nChanged 7
		SP:Iteration 52Q (8033.000000 sec): 3 clusters
  Score: Raw -344163.709751 + Penalty 2617.513302 = -341546.196448
  nChanged 8
		SP:Iteration 53Q (8033.010000 sec): 3 clusters
  Score: Raw -344167.097757 + Penalty 2617.513302 = -341549.584455
  nChanged 10
		SP:Iteration 54Q (8033.020000 sec): 3 clusters
  Score: Raw -344171.291048 + Penalty 2617.513302 = -341553.777745
  nChanged 10
		SP:Iteration 55Q (8033.030000 sec): 3 clusters
  Score: Raw -344176.157136 + Penalty 2617.513302 = -341558.643834
  nChanged 12
		SP:Iteration 56Q (8033.030000 sec): 3 clusters
  Score: Raw -344181.482592 + Penalty 2617.513302 = -341563.969290
  nChanged 6
		SP:Iteration 57Q (8033.040000 sec): 3 clusters
  Score: Raw -344183.641130 + Penalty 2617.513302 = -341566.127827
  nChanged 5
		SP:Iteration 58Q (8033.050000 sec): 3 clusters
  Score: Raw -344185.345257 + Penalty 2617.513302 = -341567.831955
  nChanged 4
		SP:Iteration 59Q (8033.050000 sec): 3 clusters
  Score: Raw -344186.537405 + Penalty 2617.513302 = -341569.024103
  nChanged 2
		SP:Iteration 60F (8033.060000 sec): 3 clusters
  Score: Raw -344187.398869 + Penalty 2617.513302 = -341569.885567
  nChanged 1
		SP:Iteration 61Q (8033.070000 sec): 3 clusters
  Score: Raw -344187.446823 + Penalty 2617.513302 = -341569.933521
  nChanged 0
		SP:Iteration 62F (8033.080000 sec): 3 clusters
  Score: Raw -344187.446823 + Penalty 2617.513302 = -341569.933521
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.080000 sec): 2 clusters
  Score: Raw -27202.075210 + Penalty 897.886103 = -26304.189107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.090000 sec): 3 clusters
  Score: Raw -27276.190700 + Penalty 1795.772205 = -25480.418495
  nChanged 40
		SP:Iteration 1F (8033.090000 sec): 3 clusters
  Score: Raw -27379.304605 + Penalty 1795.772205 = -25583.532399
  nChanged 13
		SP:Iteration 2F (8033.090000 sec): 3 clusters
  Score: Raw -27417.391980 + Penalty 1795.772205 = -25621.619774
  nChanged 6
		SP:Iteration 3Q (8033.090000 sec): 3 clusters
  Score: Raw -27429.849882 + Penalty 1795.772205 = -25634.077677
  nChanged 1
		SP:Iteration 4Q (8033.090000 sec): 3 clusters
  Score: Raw -27431.004865 + Penalty 1795.772205 = -25635.232660
  nChanged 0
		SP:Iteration 5F (8033.090000 sec): 3 clusters
  Score: Raw -27431.004865 + Penalty 1795.772205 = -25635.232660
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.100000 sec): 2 clusters
  Score: Raw -222577.234906 + Penalty 1245.456328 = -221331.778578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.110000 sec): 3 clusters
  Score: Raw -221653.447799 + Penalty 2490.912655 = -219162.535143
  nChanged 751
		SP:Iteration 1F (8033.110000 sec): 3 clusters
  Score: Raw -222164.429329 + Penalty 2490.912655 = -219673.516673
  nChanged 179
		SP:Iteration 2F (8033.110000 sec): 3 clusters
  Score: Raw -222315.649187 + Penalty 2490.912655 = -219824.736532
  nChanged 128
		SP:Iteration 3F (8033.120000 sec): 3 clusters
  Score: Raw -222440.306916 + Penalty 2490.912655 = -219949.394260
  nChanged 101
		SP:Iteration 4Q (8033.130000 sec): 3 clusters
  Score: Raw -222555.751719 + Penalty 2490.912655 = -220064.839064
  nChanged 86
		SP:Iteration 5Q (8033.130000 sec): 3 clusters
  Score: Raw -222654.732850 + Penalty 2490.912655 = -220163.820195
  nChanged 84
		SP:Iteration 6Q (8033.130000 sec): 3 clusters
  Score: Raw -222774.358273 + Penalty 2490.912655 = -220283.445617
  nChanged 99
		SP:Iteration 7Q (8033.140000 sec): 3 clusters
  Score: Raw -222916.254274 + Penalty 2490.912655 = -220425.341619
  nChanged 89
		SP:Iteration 8Q (8033.150000 sec): 3 clusters
  Score: Raw -223036.782757 + Penalty 2490.912655 = -220545.870101
  nChanged 88
		SP:Iteration 9Q (8033.150000 sec): 3 clusters
  Score: Raw -223128.405503 + Penalty 2490.912655 = -220637.492847
  nChanged 73
		SP:Iteration 10Q (8033.150000 sec): 3 clusters
  Score: Raw -223218.624113 + Penalty 2490.912655 = -220727.711457
  nChanged 70
		SP:Iteration 11Q (8033.160000 sec): 3 clusters
  Score: Raw -223317.280333 + Penalty 2490.912655 = -220826.367677
  nChanged 58
		SP:Iteration 12Q (8033.170000 sec): 3 clusters
  Score: Raw -223388.368613 + Penalty 2490.912655 = -220897.455957
  nChanged 45
		SP:Iteration 13Q (8033.170000 sec): 3 clusters
  Score: Raw -223440.374596 + Penalty 2490.912655 = -220949.461941
  nChanged 47
		SP:Iteration 14Q (8033.170000 sec): 3 clusters
  Score: Raw -223492.046543 + Penalty 2490.912655 = -221001.133887
  nChanged 38
		SP:Iteration 15Q (8033.180000 sec): 3 clusters
  Score: Raw -223536.404855 + Penalty 2490.912655 = -221045.492200
  nChanged 41
		SP:Iteration 16Q (8033.180000 sec): 3 clusters
  Score: Raw -223579.548360 + Penalty 2490.912655 = -221088.635704
  nChanged 37
		SP:Iteration 17Q (8033.190000 sec): 3 clusters
  Score: Raw -223619.591684 + Penalty 2490.912655 = -221128.679028
  nChanged 22
		SP:Iteration 18Q (8033.190000 sec): 3 clusters
  Score: Raw -223633.844152 + Penalty 2490.912655 = -221142.931497
  nChanged 11
		SP:Iteration 19Q (8033.200000 sec): 3 clusters
  Score: Raw -223638.886497 + Penalty 2490.912655 = -221147.973842
  nChanged 7
		SP:Iteration 20F (8033.200000 sec): 3 clusters
  Score: Raw -223642.479047 + Penalty 2490.912655 = -221151.566392
  nChanged 4
		SP:Iteration 21Q (8033.210000 sec): 3 clusters
  Score: Raw -223644.557141 + Penalty 2490.912655 = -221153.644485
  nChanged 4
		SP:Iteration 22Q (8033.210000 sec): 3 clusters
  Score: Raw -223647.703768 + Penalty 2490.912655 = -221156.791112
  nChanged 5
		SP:Iteration 23Q (8033.210000 sec): 3 clusters
  Score: Raw -223652.230116 + Penalty 2490.912655 = -221161.317460
  nChanged 7
		SP:Iteration 24Q (8033.220000 sec): 3 clusters
  Score: Raw -223658.831363 + Penalty 2490.912655 = -221167.918708
  nChanged 8
		SP:Iteration 25Q (8033.230000 sec): 3 clusters
  Score: Raw -223663.454929 + Penalty 2490.912655 = -221172.542273
  nChanged 6
		SP:Iteration 26Q (8033.230000 sec): 3 clusters
  Score: Raw -223666.979355 + Penalty 2490.912655 = -221176.066700
  nChanged 5
		SP:Iteration 27Q (8033.230000 sec): 3 clusters
  Score: Raw -223670.546963 + Penalty 2490.912655 = -221179.634308
  nChanged 7
		SP:Iteration 28Q (8033.240000 sec): 3 clusters
  Score: Raw -223675.874799 + Penalty 2490.912655 = -221184.962144
  nChanged 5
		SP:Iteration 29Q (8033.240000 sec): 3 clusters
  Score: Raw -223678.995797 + Penalty 2490.912655 = -221188.083141
  nChanged 8
		SP:Iteration 30Q (8033.250000 sec): 3 clusters
  Score: Raw -223682.047043 + Penalty 2490.912655 = -221191.134387
  nChanged 3
		SP:Iteration 31Q (8033.250000 sec): 3 clusters
  Score: Raw -223683.550436 + Penalty 2490.912655 = -221192.637781
  nChanged 1
		SP:Iteration 32Q (8033.250000 sec): 3 clusters
  Score: Raw -223684.173544 + Penalty 2490.912655 = -221193.260889
  nChanged 3
		SP:Iteration 33Q (8033.260000 sec): 3 clusters
  Score: Raw -223685.462284 + Penalty 2490.912655 = -221194.549629
  nChanged 5
		SP:Iteration 34Q (8033.260000 sec): 3 clusters
  Score: Raw -223687.571297 + Penalty 2490.912655 = -221196.658641
  nChanged 2
		SP:Iteration 35Q (8033.270000 sec): 3 clusters
  Score: Raw -223688.279941 + Penalty 2490.912655 = -221197.367285
  nChanged 0
		SP:Iteration 36F (8033.270000 sec): 3 clusters
  Score: Raw -223688.279941 + Penalty 2490.912655 = -221197.367285
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.280000 sec): 2 clusters
  Score: Raw -156291.745198 + Penalty 1183.113294 = -155108.631904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.290000 sec): 3 clusters
  Score: Raw -155758.027748 + Penalty 2366.226589 = -153391.801159
  nChanged 470
		SP:Iteration 1F (8033.290000 sec): 3 clusters
  Score: Raw -156135.293887 + Penalty 2366.226589 = -153769.067299
  nChanged 111
		SP:Iteration 2F (8033.290000 sec): 3 clusters
  Score: Raw -156252.692442 + Penalty 2366.226589 = -153886.465854
  nChanged 95
		SP:Iteration 3F (8033.290000 sec): 3 clusters
  Score: Raw -156366.391750 + Penalty 2366.226589 = -154000.165162
  nChanged 62
		SP:Iteration 4Q (8033.300000 sec): 3 clusters
  Score: Raw -156449.714950 + Penalty 2366.226589 = -154083.488361
  nChanged 58
		SP:Iteration 5Q (8033.300000 sec): 3 clusters
  Score: Raw -156522.355496 + Penalty 2366.226589 = -154156.128907
  nChanged 46
		SP:Iteration 6Q (8033.310000 sec): 3 clusters
  Score: Raw -156576.009628 + Penalty 2366.226589 = -154209.783039
  nChanged 46
		SP:Iteration 7Q (8033.310000 sec): 3 clusters
  Score: Raw -156626.049525 + Penalty 2366.226589 = -154259.822936
  nChanged 39
		SP:Iteration 8Q (8033.310000 sec): 3 clusters
  Score: Raw -156687.084638 + Penalty 2366.226589 = -154320.858049
  nChanged 40
		SP:Iteration 9Q (8033.320000 sec): 3 clusters
  Score: Raw -156742.500990 + Penalty 2366.226589 = -154376.274402
  nChanged 36
		SP:Iteration 10Q (8033.320000 sec): 3 clusters
  Score: Raw -156777.380484 + Penalty 2366.226589 = -154411.153895
  nChanged 23
		SP:Iteration 11Q (8033.320000 sec): 3 clusters
  Score: Raw -156796.106862 + Penalty 2366.226589 = -154429.880274
  nChanged 17
		SP:Iteration 12Q (8033.330000 sec): 3 clusters
  Score: Raw -156811.843286 + Penalty 2366.226589 = -154445.616698
  nChanged 13
		SP:Iteration 13Q (8033.330000 sec): 3 clusters
  Score: Raw -156826.175163 + Penalty 2366.226589 = -154459.948574
  nChanged 16
		SP:Iteration 14Q (8033.330000 sec): 3 clusters
  Score: Raw -156840.423812 + Penalty 2366.226589 = -154474.197224
  nChanged 15
		SP:Iteration 15Q (8033.340000 sec): 3 clusters
  Score: Raw -156861.110691 + Penalty 2366.226589 = -154494.884103
  nChanged 26
		SP:Iteration 16Q (8033.340000 sec): 3 clusters
  Score: Raw -156901.965214 + Penalty 2366.226589 = -154535.738626
  nChanged 18
		SP:Iteration 17Q (8033.340000 sec): 3 clusters
  Score: Raw -156926.013079 + Penalty 2366.226589 = -154559.786491
  nChanged 21
		SP:Iteration 18Q (8033.350000 sec): 3 clusters
  Score: Raw -156947.161610 + Penalty 2366.226589 = -154580.935021
  nChanged 17
		SP:Iteration 19Q (8033.350000 sec): 3 clusters
  Score: Raw -156962.231615 + Penalty 2366.226589 = -154596.005026
  nChanged 16
		SP:Iteration 20F (8033.350000 sec): 3 clusters
  Score: Raw -156982.145010 + Penalty 2366.226589 = -154615.918422
  nChanged 18
		SP:Iteration 21Q (8033.350000 sec): 3 clusters
  Score: Raw -157002.358802 + Penalty 2366.226589 = -154636.132213
  nChanged 12
		SP:Iteration 22Q (8033.360000 sec): 3 clusters
  Score: Raw -157019.650485 + Penalty 2366.226589 = -154653.423896
  nChanged 17
		SP:Iteration 23Q (8033.360000 sec): 3 clusters
  Score: Raw -157038.832428 + Penalty 2366.226589 = -154672.605840
  nChanged 9
		SP:Iteration 24Q (8033.370000 sec): 3 clusters
  Score: Raw -157043.597226 + Penalty 2366.226589 = -154677.370637
  nChanged 4
		SP:Iteration 25Q (8033.370000 sec): 3 clusters
  Score: Raw -157045.974391 + Penalty 2366.226589 = -154679.747802
  nChanged 1
		SP:Iteration 26Q (8033.370000 sec): 3 clusters
  Score: Raw -157046.252684 + Penalty 2366.226589 = -154680.026095
  nChanged 1
		SP:Iteration 27Q (8033.370000 sec): 3 clusters
  Score: Raw -157047.205110 + Penalty 2366.226589 = -154680.978522
  nChanged 1
		SP:Iteration 28Q (8033.380000 sec): 3 clusters
  Score: Raw -157048.010280 + Penalty 2366.226589 = -154681.783691
  nChanged 0
		SP:Iteration 29F (8033.380000 sec): 3 clusters
  Score: Raw -157048.010280 + Penalty 2366.226589 = -154681.783691
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.390000 sec): 2 clusters
  Score: Raw -48158.456005 + Penalty 994.190795 = -47164.265210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.390000 sec): 3 clusters
  Score: Raw -48139.731616 + Penalty 1988.381589 = -46151.350026
  nChanged 101
		SP:Iteration 1F (8033.390000 sec): 3 clusters
  Score: Raw -48402.841167 + Penalty 1988.381589 = -46414.459578
  nChanged 31
		SP:Iteration 2F (8033.390000 sec): 3 clusters
  Score: Raw -48444.783069 + Penalty 1988.381589 = -46456.401479
  nChanged 10
		SP:Iteration 3Q (8033.390000 sec): 3 clusters
  Score: Raw -48456.297205 + Penalty 1988.381589 = -46467.915616
  nChanged 6
		SP:Iteration 4Q (8033.390000 sec): 3 clusters
  Score: Raw -48463.500876 + Penalty 1988.381589 = -46475.119287
  nChanged 7
		SP:Iteration 5Q (8033.390000 sec): 3 clusters
  Score: Raw -48469.006331 + Penalty 1988.381589 = -46480.624741
  nChanged 6
		SP:Iteration 6Q (8033.390000 sec): 3 clusters
  Score: Raw -48478.042151 + Penalty 1988.381589 = -46489.660561
  nChanged 11
		SP:Iteration 7Q (8033.400000 sec): 3 clusters
  Score: Raw -48506.000907 + Penalty 1988.381589 = -46517.619318
  nChanged 4
		SP:Iteration 8Q (8033.400000 sec): 3 clusters
  Score: Raw -48511.117457 + Penalty 1988.381589 = -46522.735868
  nChanged 6
		SP:Iteration 9Q (8033.400000 sec): 3 clusters
  Score: Raw -48519.876434 + Penalty 1988.381589 = -46531.494845
  nChanged 2
		SP:Iteration 10Q (8033.400000 sec): 3 clusters
  Score: Raw -48522.469384 + Penalty 1988.381589 = -46534.087794
  nChanged 3
		SP:Iteration 11Q (8033.400000 sec): 3 clusters
  Score: Raw -48528.179791 + Penalty 1988.381589 = -46539.798202
  nChanged 2
		SP:Iteration 12Q (8033.400000 sec): 3 clusters
  Score: Raw -48530.664888 + Penalty 1988.381589 = -46542.283298
  nChanged 1
		SP:Iteration 13Q (8033.400000 sec): 3 clusters
  Score: Raw -48530.921078 + Penalty 1988.381589 = -46542.539489
  nChanged 0
		SP:Iteration 14F (8033.410000 sec): 3 clusters
  Score: Raw -48530.921078 + Penalty 1988.381589 = -46542.539489
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.410000 sec): 2 clusters
  Score: Raw -195923.954135 + Penalty 1216.847696 = -194707.106439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.410000 sec): 3 clusters
  Score: Raw -195185.115085 + Penalty 2433.695392 = -192751.419693
  nChanged 613
		SP:Iteration 1F (8033.420000 sec): 3 clusters
  Score: Raw -195609.723468 + Penalty 2433.695392 = -193176.028075
  nChanged 147
		SP:Iteration 2F (8033.420000 sec): 3 clusters
  Score: Raw -195729.387457 + Penalty 2433.695392 = -193295.692065
  nChanged 93
		SP:Iteration 3F (8033.430000 sec): 3 clusters
  Score: Raw -195795.260781 + Penalty 2433.695392 = -193361.565389
  nChanged 71
		SP:Iteration 4Q (8033.430000 sec): 3 clusters
  Score: Raw -195852.984782 + Penalty 2433.695392 = -193419.289390
  nChanged 68
		SP:Iteration 5Q (8033.430000 sec): 3 clusters
  Score: Raw -195917.187835 + Penalty 2433.695392 = -193483.492443
  nChanged 60
		SP:Iteration 6Q (8033.440000 sec): 3 clusters
  Score: Raw -195967.838481 + Penalty 2433.695392 = -193534.143089
  nChanged 54
		SP:Iteration 7Q (8033.450000 sec): 3 clusters
  Score: Raw -196011.492720 + Penalty 2433.695392 = -193577.797328
  nChanged 46
		SP:Iteration 8Q (8033.450000 sec): 3 clusters
  Score: Raw -196049.485218 + Penalty 2433.695392 = -193615.789825
  nChanged 37
		SP:Iteration 9Q (8033.450000 sec): 3 clusters
  Score: Raw -196075.013475 + Penalty 2433.695392 = -193641.318083
  nChanged 33
		SP:Iteration 10Q (8033.460000 sec): 3 clusters
  Score: Raw -196108.307089 + Penalty 2433.695392 = -193674.611696
  nChanged 31
		SP:Iteration 11Q (8033.460000 sec): 3 clusters
  Score: Raw -196126.112261 + Penalty 2433.695392 = -193692.416869
  nChanged 17
		SP:Iteration 12Q (8033.470000 sec): 3 clusters
  Score: Raw -196135.707843 + Penalty 2433.695392 = -193702.012450
  nChanged 13
		SP:Iteration 13Q (8033.470000 sec): 3 clusters
  Score: Raw -196146.619615 + Penalty 2433.695392 = -193712.924222
  nChanged 16
		SP:Iteration 14Q (8033.470000 sec): 3 clusters
  Score: Raw -196156.481595 + Penalty 2433.695392 = -193722.786202
  nChanged 13
		SP:Iteration 15Q (8033.480000 sec): 3 clusters
  Score: Raw -196165.078627 + Penalty 2433.695392 = -193731.383234
  nChanged 15
		SP:Iteration 16Q (8033.480000 sec): 3 clusters
  Score: Raw -196173.369286 + Penalty 2433.695392 = -193739.673893
  nChanged 11
		SP:Iteration 17Q (8033.490000 sec): 3 clusters
  Score: Raw -196178.927871 + Penalty 2433.695392 = -193745.232479
  nChanged 10
		SP:Iteration 18Q (8033.490000 sec): 3 clusters
  Score: Raw -196186.568495 + Penalty 2433.695392 = -193752.873102
  nChanged 10
		SP:Iteration 19Q (8033.490000 sec): 3 clusters
  Score: Raw -196194.732203 + Penalty 2433.695392 = -193761.036810
  nChanged 8
		SP:Iteration 20F (8033.500000 sec): 3 clusters
  Score: Raw -196200.215702 + Penalty 2433.695392 = -193766.520310
  nChanged 6
		SP:Iteration 21Q (8033.510000 sec): 3 clusters
  Score: Raw -196202.825284 + Penalty 2433.695392 = -193769.129892
  nChanged 5
		SP:Iteration 22Q (8033.510000 sec): 3 clusters
  Score: Raw -196204.911227 + Penalty 2433.695392 = -193771.215834
  nChanged 5
		SP:Iteration 23Q (8033.510000 sec): 3 clusters
  Score: Raw -196206.687234 + Penalty 2433.695392 = -193772.991841
  nChanged 1
		SP:Iteration 24Q (8033.520000 sec): 3 clusters
  Score: Raw -196206.962872 + Penalty 2433.695392 = -193773.267479
  nChanged 1
		SP:Iteration 25Q (8033.520000 sec): 3 clusters
  Score: Raw -196207.258692 + Penalty 2433.695392 = -193773.563300
  nChanged 1
		SP:Iteration 26Q (8033.530000 sec): 3 clusters
  Score: Raw -196207.547264 + Penalty 2433.695392 = -193773.851872
  nChanged 1
		SP:Iteration 27Q (8033.530000 sec): 3 clusters
  Score: Raw -196207.777531 + Penalty 2433.695392 = -193774.082139
  nChanged 0
		SP:Iteration 28F (8033.530000 sec): 3 clusters
  Score: Raw -196207.777531 + Penalty 2433.695392 = -193774.082139
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.550000 sec): 2 clusters
  Score: Raw -175402.529308 + Penalty 1224.225228 = -174178.304080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.550000 sec): 3 clusters
  Score: Raw -174646.116351 + Penalty 2448.450456 = -172197.665895
  nChanged 658
		SP:Iteration 1F (8033.550000 sec): 3 clusters
  Score: Raw -175150.402554 + Penalty 2448.450456 = -172701.952099
  nChanged 191
		SP:Iteration 2F (8033.560000 sec): 3 clusters
  Score: Raw -175344.994128 + Penalty 2448.450456 = -172896.543672
  nChanged 124
		SP:Iteration 3F (8033.560000 sec): 3 clusters
  Score: Raw -175448.408924 + Penalty 2448.450456 = -172999.958468
  nChanged 80
		SP:Iteration 4Q (8033.570000 sec): 3 clusters
  Score: Raw -175511.629620 + Penalty 2448.450456 = -173063.179165
  nChanged 56
		SP:Iteration 5Q (8033.570000 sec): 3 clusters
  Score: Raw -175561.693989 + Penalty 2448.450456 = -173113.243534
  nChanged 38
		SP:Iteration 6Q (8033.580000 sec): 3 clusters
  Score: Raw -175593.554690 + Penalty 2448.450456 = -173145.104234
  nChanged 36
		SP:Iteration 7Q (8033.580000 sec): 3 clusters
  Score: Raw -175631.392254 + Penalty 2448.450456 = -173182.941798
  nChanged 38
		SP:Iteration 8Q (8033.590000 sec): 3 clusters
  Score: Raw -175649.728626 + Penalty 2448.450456 = -173201.278170
  nChanged 22
		SP:Iteration 9Q (8033.590000 sec): 3 clusters
  Score: Raw -175670.726814 + Penalty 2448.450456 = -173222.276358
  nChanged 23
		SP:Iteration 10Q (8033.590000 sec): 3 clusters
  Score: Raw -175686.247621 + Penalty 2448.450456 = -173237.797165
  nChanged 18
		SP:Iteration 11Q (8033.600000 sec): 3 clusters
  Score: Raw -175697.511300 + Penalty 2448.450456 = -173249.060844
  nChanged 16
		SP:Iteration 12Q (8033.600000 sec): 3 clusters
  Score: Raw -175704.610374 + Penalty 2448.450456 = -173256.159919
  nChanged 13
		SP:Iteration 13Q (8033.610000 sec): 3 clusters
  Score: Raw -175711.888059 + Penalty 2448.450456 = -173263.437603
  nChanged 15
		SP:Iteration 14Q (8033.610000 sec): 3 clusters
  Score: Raw -175717.605444 + Penalty 2448.450456 = -173269.154989
  nChanged 9
		SP:Iteration 15Q (8033.620000 sec): 3 clusters
  Score: Raw -175722.171300 + Penalty 2448.450456 = -173273.720845
  nChanged 8
		SP:Iteration 16Q (8033.620000 sec): 3 clusters
  Score: Raw -175726.135211 + Penalty 2448.450456 = -173277.684755
  nChanged 12
		SP:Iteration 17Q (8033.630000 sec): 3 clusters
  Score: Raw -175734.140687 + Penalty 2448.450456 = -173285.690231
  nChanged 7
		SP:Iteration 18Q (8033.630000 sec): 3 clusters
  Score: Raw -175738.206009 + Penalty 2448.450456 = -173289.755553
  nChanged 5
		SP:Iteration 19Q (8033.630000 sec): 3 clusters
  Score: Raw -175740.679061 + Penalty 2448.450456 = -173292.228605
  nChanged 3
		SP:Iteration 20F (8033.640000 sec): 3 clusters
  Score: Raw -175742.124115 + Penalty 2448.450456 = -173293.673659
  nChanged 4
		SP:Iteration 21Q (8033.640000 sec): 3 clusters
  Score: Raw -175744.467939 + Penalty 2448.450456 = -173296.017483
  nChanged 5
		SP:Iteration 22Q (8033.650000 sec): 3 clusters
  Score: Raw -175747.404044 + Penalty 2448.450456 = -173298.953588
  nChanged 2
		SP:Iteration 23Q (8033.650000 sec): 3 clusters
  Score: Raw -175749.020961 + Penalty 2448.450456 = -173300.570506
  nChanged 1
		SP:Iteration 24Q (8033.660000 sec): 3 clusters
  Score: Raw -175749.186081 + Penalty 2448.450456 = -173300.735625
  nChanged 1
		SP:Iteration 25Q (8033.670000 sec): 3 clusters
  Score: Raw -175749.630622 + Penalty 2448.450456 = -173301.180166
  nChanged 4
		SP:Iteration 26Q (8033.670000 sec): 3 clusters
  Score: Raw -175750.819750 + Penalty 2448.450456 = -173302.369295
  nChanged 1
		SP:Iteration 27Q (8033.680000 sec): 3 clusters
  Score: Raw -175751.312990 + Penalty 2448.450456 = -173302.862535
  nChanged 4
		SP:Iteration 28Q (8033.680000 sec): 3 clusters
  Score: Raw -175752.503748 + Penalty 2448.450456 = -173304.053292
  nChanged 3
		SP:Iteration 29Q (8033.680000 sec): 3 clusters
  Score: Raw -175753.479148 + Penalty 2448.450456 = -173305.028693
  nChanged 6
		SP:Iteration 30Q (8033.690000 sec): 3 clusters
  Score: Raw -175756.639696 + Penalty 2448.450456 = -173308.189240
  nChanged 11
		SP:Iteration 31Q (8033.690000 sec): 3 clusters
  Score: Raw -175760.292458 + Penalty 2448.450456 = -173311.842003
  nChanged 7
		SP:Iteration 32Q (8033.700000 sec): 3 clusters
  Score: Raw -175762.402471 + Penalty 2448.450456 = -173313.952015
  nChanged 2
		SP:Iteration 33Q (8033.700000 sec): 3 clusters
  Score: Raw -175763.097392 + Penalty 2448.450456 = -173314.646936
  nChanged 3
		SP:Iteration 34Q (8033.700000 sec): 3 clusters
  Score: Raw -175764.471545 + Penalty 2448.450456 = -173316.021090
  nChanged 1
		SP:Iteration 35Q (8033.710000 sec): 3 clusters
  Score: Raw -175764.768003 + Penalty 2448.450456 = -173316.317548
  nChanged 0
		SP:Iteration 36F (8033.720000 sec): 3 clusters
  Score: Raw -175764.768003 + Penalty 2448.450456 = -173316.317548
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.720000 sec): 2 clusters
  Score: Raw -39196.072672 + Penalty 973.206230 = -38222.866442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.720000 sec): 3 clusters
  Score: Raw -39213.431748 + Penalty 1946.412460 = -37267.019288
  nChanged 99
		SP:Iteration 1F (8033.720000 sec): 3 clusters
  Score: Raw -39412.618859 + Penalty 1946.412460 = -37466.206398
  nChanged 28
		SP:Iteration 2F (8033.720000 sec): 3 clusters
  Score: Raw -39483.997464 + Penalty 1946.412460 = -37537.585003
  nChanged 16
		SP:Iteration 3Q (8033.720000 sec): 3 clusters
  Score: Raw -39532.867708 + Penalty 1946.412460 = -37586.455248
  nChanged 16
		SP:Iteration 4Q (8033.720000 sec): 3 clusters
  Score: Raw -39576.802646 + Penalty 1946.412460 = -37630.390186
  nChanged 12
		SP:Iteration 5Q (8033.720000 sec): 3 clusters
  Score: Raw -39627.385105 + Penalty 1946.412460 = -37680.972645
  nChanged 8
		SP:Iteration 6Q (8033.730000 sec): 3 clusters
  Score: Raw -39659.698549 + Penalty 1946.412460 = -37713.286088
  nChanged 11
		SP:Iteration 7Q (8033.730000 sec): 3 clusters
  Score: Raw -39699.309545 + Penalty 1946.412460 = -37752.897085
  nChanged 10
		SP:Iteration 8Q (8033.730000 sec): 3 clusters
  Score: Raw -39745.993003 + Penalty 1946.412460 = -37799.580542
  nChanged 9
		SP:Iteration 9Q (8033.730000 sec): 3 clusters
  Score: Raw -39805.090682 + Penalty 1946.412460 = -37858.678222
  nChanged 9
		SP:Iteration 10Q (8033.730000 sec): 3 clusters
  Score: Raw -39872.361240 + Penalty 1946.412460 = -37925.948779
  nChanged 8
		SP:Iteration 11Q (8033.730000 sec): 3 clusters
  Score: Raw -39925.303144 + Penalty 1946.412460 = -37978.890683
  nChanged 6
		SP:Iteration 12Q (8033.730000 sec): 3 clusters
  Score: Raw -39960.890994 + Penalty 1946.412460 = -38014.478533
  nChanged 10
		SP:Iteration 13Q (8033.730000 sec): 3 clusters
  Score: Raw -40035.198934 + Penalty 1946.412460 = -38088.786474
  nChanged 8
		SP:Iteration 14Q (8033.730000 sec): 3 clusters
  Score: Raw -40108.608412 + Penalty 1946.412460 = -38162.195952
  nChanged 5
		SP:Iteration 15Q (8033.740000 sec): 3 clusters
  Score: Raw -40182.918168 + Penalty 1946.412460 = -38236.505707
  nChanged 4
		SP:Iteration 16Q (8033.740000 sec): 3 clusters
  Score: Raw -40213.371469 + Penalty 1946.412460 = -38266.959009
  nChanged 5
		SP:Iteration 17Q (8033.740000 sec): 3 clusters
  Score: Raw -40238.125587 + Penalty 1946.412460 = -38291.713127
  nChanged 4
		SP:Iteration 18Q (8033.740000 sec): 3 clusters
  Score: Raw -40253.013746 + Penalty 1946.412460 = -38306.601286
  nChanged 3
		SP:Iteration 19Q (8033.740000 sec): 3 clusters
  Score: Raw -40273.844231 + Penalty 1946.412460 = -38327.431770
  nChanged 2
		SP:Iteration 20F (8033.740000 sec): 3 clusters
  Score: Raw -40282.859112 + Penalty 1946.412460 = -38336.446652
  nChanged 4
		SP:Iteration 21Q (8033.740000 sec): 3 clusters
  Score: Raw -40313.218842 + Penalty 1946.412460 = -38366.806382
  nChanged 1
		SP:Iteration 22Q (8033.740000 sec): 3 clusters
  Score: Raw -40316.269944 + Penalty 1946.412460 = -38369.857483
  nChanged 1
		SP:Iteration 23Q (8033.740000 sec): 3 clusters
  Score: Raw -40318.032559 + Penalty 1946.412460 = -38371.620099
  nChanged 0
		SP:Iteration 24F (8033.740000 sec): 3 clusters
  Score: Raw -40318.032559 + Penalty 1946.412460 = -38371.620099
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (1071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.760000 sec): 2 clusters
  Score: Raw -117447.391427 + Penalty 1133.656561 = -116313.734866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.760000 sec): 3 clusters
  Score: Raw -117068.349155 + Penalty 2267.313123 = -114801.036032
  nChanged 330
		SP:Iteration 1F (8033.760000 sec): 3 clusters
  Score: Raw -117319.970174 + Penalty 2267.313123 = -115052.657051
  nChanged 80
		SP:Iteration 2F (8033.760000 sec): 3 clusters
  Score: Raw -117391.540582 + Penalty 2267.313123 = -115124.227459
  nChanged 47
		SP:Iteration 3Q (8033.760000 sec): 3 clusters
  Score: Raw -117442.994308 + Penalty 2267.313123 = -115175.681185
  nChanged 36
		SP:Iteration 4Q (8033.770000 sec): 3 clusters
  Score: Raw -117476.827896 + Penalty 2267.313123 = -115209.514773
  nChanged 17
		SP:Iteration 5Q (8033.770000 sec): 3 clusters
  Score: Raw -117491.203379 + Penalty 2267.313123 = -115223.890256
  nChanged 15
		SP:Iteration 6Q (8033.770000 sec): 3 clusters
  Score: Raw -117505.832686 + Penalty 2267.313123 = -115238.519563
  nChanged 13
		SP:Iteration 7Q (8033.780000 sec): 3 clusters
  Score: Raw -117518.098771 + Penalty 2267.313123 = -115250.785648
  nChanged 7
		SP:Iteration 8Q (8033.780000 sec): 3 clusters
  Score: Raw -117526.324380 + Penalty 2267.313123 = -115259.011258
  nChanged 9
		SP:Iteration 9Q (8033.780000 sec): 3 clusters
  Score: Raw -117533.739099 + Penalty 2267.313123 = -115266.425976
  nChanged 5
		SP:Iteration 10Q (8033.780000 sec): 3 clusters
  Score: Raw -117541.013517 + Penalty 2267.313123 = -115273.700395
  nChanged 8
		SP:Iteration 11Q (8033.780000 sec): 3 clusters
  Score: Raw -117551.352629 + Penalty 2267.313123 = -115284.039507
  nChanged 11
		SP:Iteration 12Q (8033.790000 sec): 3 clusters
  Score: Raw -117560.146732 + Penalty 2267.313123 = -115292.833609
  nChanged 10
		SP:Iteration 13Q (8033.790000 sec): 3 clusters
  Score: Raw -117567.999360 + Penalty 2267.313123 = -115300.686237
  nChanged 6
		SP:Iteration 14Q (8033.790000 sec): 3 clusters
  Score: Raw -117573.945560 + Penalty 2267.313123 = -115306.632437
  nChanged 3
		SP:Iteration 15Q (8033.800000 sec): 3 clusters
  Score: Raw -117576.080959 + Penalty 2267.313123 = -115308.767836
  nChanged 4
		SP:Iteration 16Q (8033.800000 sec): 3 clusters
  Score: Raw -117578.436211 + Penalty 2267.313123 = -115311.123088
  nChanged 4
		SP:Iteration 17Q (8033.800000 sec): 3 clusters
  Score: Raw -117581.034853 + Penalty 2267.313123 = -115313.721730
  nChanged 2
		SP:Iteration 18Q (8033.800000 sec): 3 clusters
  Score: Raw -117581.706516 + Penalty 2267.313123 = -115314.393394
  nChanged 1
		SP:Iteration 19Q (8033.810000 sec): 3 clusters
  Score: Raw -117582.369514 + Penalty 2267.313123 = -115315.056392
  nChanged 2
		SP:Iteration 20F (8033.810000 sec): 3 clusters
  Score: Raw -117583.903935 + Penalty 2267.313123 = -115316.590812
  nChanged 2
		SP:Iteration 21Q (8033.810000 sec): 3 clusters
  Score: Raw -117586.367260 + Penalty 2267.313123 = -115319.054137
  nChanged 4
		SP:Iteration 22Q (8033.820000 sec): 3 clusters
  Score: Raw -117590.099258 + Penalty 2267.313123 = -115322.786135
  nChanged 4
		SP:Iteration 23Q (8033.820000 sec): 3 clusters
  Score: Raw -117591.975401 + Penalty 2267.313123 = -115324.662278
  nChanged 3
		SP:Iteration 24Q (8033.820000 sec): 3 clusters
  Score: Raw -117598.903646 + Penalty 2267.313123 = -115331.590523
  nChanged 5
		SP:Iteration 25Q (8033.820000 sec): 3 clusters
  Score: Raw -117601.487224 + Penalty 2267.313123 = -115334.174101
  nChanged 2
		SP:Iteration 26Q (8033.820000 sec): 3 clusters
  Score: Raw -117602.077808 + Penalty 2267.313123 = -115334.764685
  nChanged 1
		SP:Iteration 27Q (8033.830000 sec): 3 clusters
  Score: Raw -117602.563449 + Penalty 2267.313123 = -115335.250326
  nChanged 0
		SP:Iteration 28F (8033.830000 sec): 3 clusters
  Score: Raw -117602.563449 + Penalty 2267.313123 = -115335.250326
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.840000 sec): 2 clusters
  Score: Raw -13634.898358 + Penalty 803.016894 = -12831.881464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.840000 sec): 3 clusters
  Score: Raw -13838.582636 + Penalty 1606.033787 = -12232.548849
  nChanged 14
		SP:Iteration 1F (8033.840000 sec): 3 clusters
  Score: Raw -13905.326250 + Penalty 1606.033787 = -12299.292463
  nChanged 2
		SP:Iteration 2Q (8033.840000 sec): 3 clusters
  Score: Raw -13909.992987 + Penalty 1606.033787 = -12303.959199
  nChanged 0
		SP:Iteration 3F (8033.840000 sec): 3 clusters
  Score: Raw -13909.992987 + Penalty 1606.033787 = -12303.959199
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 81 (2506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8033.850000 sec): 2 clusters
  Score: Raw -243318.102763 + Penalty 1271.797010 = -242046.305753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8033.850000 sec): 3 clusters
  Score: Raw -242240.720659 + Penalty 2543.594019 = -239697.126640
  nChanged 903
		SP:Iteration 1F (8033.860000 sec): 3 clusters
  Score: Raw -242872.073950 + Penalty 2543.594019 = -240328.479931
  nChanged 241
		SP:Iteration 2F (8033.870000 sec): 3 clusters
  Score: Raw -243140.351736 + Penalty 2543.594019 = -240596.757716
  nChanged 186
		SP:Iteration 3F (8033.870000 sec): 3 clusters
  Score: Raw -243310.794724 + Penalty 2543.594019 = -240767.200705
  nChanged 147
		SP:Iteration 4F (8033.880000 sec): 3 clusters
  Score: Raw -243432.684252 + Penalty 2543.594019 = -240889.090233
  nChanged 106
		SP:Iteration 5Q (8033.880000 sec): 3 clusters
  Score: Raw -243511.345519 + Penalty 2543.594019 = -240967.751500
  nChanged 74
		SP:Iteration 6Q (8033.890000 sec): 3 clusters
  Score: Raw -243566.595859 + Penalty 2543.594019 = -241023.001840
  nChanged 63
		SP:Iteration 7Q (8033.900000 sec): 3 clusters
  Score: Raw -243606.924744 + Penalty 2543.594019 = -241063.330725
  nChanged 40
		SP:Iteration 8Q (8033.900000 sec): 3 clusters
  Score: Raw -243641.298087 + Penalty 2543.594019 = -241097.704068
  nChanged 45
		SP:Iteration 9Q (8033.910000 sec): 3 clusters
  Score: Raw -243668.670527 + Penalty 2543.594019 = -241125.076508
  nChanged 39
		SP:Iteration 10Q (8033.910000 sec): 3 clusters
  Score: Raw -243692.707745 + Penalty 2543.594019 = -241149.113726
  nChanged 36
		SP:Iteration 11Q (8033.920000 sec): 3 clusters
  Score: Raw -243710.980810 + Penalty 2543.594019 = -241167.386791
  nChanged 40
		SP:Iteration 12Q (8033.920000 sec): 3 clusters
  Score: Raw -243736.122610 + Penalty 2543.594019 = -241192.528591
  nChanged 32
		SP:Iteration 13Q (8033.930000 sec): 3 clusters
  Score: Raw -243755.613666 + Penalty 2543.594019 = -241212.019647
  nChanged 32
		SP:Iteration 14Q (8033.940000 sec): 3 clusters
  Score: Raw -243777.467671 + Penalty 2543.594019 = -241233.873652
  nChanged 32
		SP:Iteration 15Q (8033.940000 sec): 3 clusters
  Score: Raw -243794.107475 + Penalty 2543.594019 = -241250.513456
  nChanged 29
		SP:Iteration 16Q (8033.950000 sec): 3 clusters
  Score: Raw -243810.424657 + Penalty 2543.594019 = -241266.830638
  nChanged 28
		SP:Iteration 17Q (8033.960000 sec): 3 clusters
  Score: Raw -243827.417809 + Penalty 2543.594019 = -241283.823790
  nChanged 20
		SP:Iteration 18Q (8033.960000 sec): 3 clusters
  Score: Raw -243841.937975 + Penalty 2543.594019 = -241298.343956
  nChanged 26
		SP:Iteration 19Q (8033.970000 sec): 3 clusters
  Score: Raw -243857.352273 + Penalty 2543.594019 = -241313.758254
  nChanged 21
		SP:Iteration 20F (8033.970000 sec): 3 clusters
  Score: Raw -243874.476459 + Penalty 2543.594019 = -241330.882440
  nChanged 19
		SP:Iteration 21Q (8033.980000 sec): 3 clusters
  Score: Raw -243888.559729 + Penalty 2543.594019 = -241344.965710
  nChanged 22
		SP:Iteration 22Q (8033.980000 sec): 3 clusters
  Score: Raw -243903.030137 + Penalty 2543.594019 = -241359.436118
  nChanged 25
		SP:Iteration 23Q (8033.990000 sec): 3 clusters
  Score: Raw -243917.976503 + Penalty 2543.594019 = -241374.382484
  nChanged 20
		SP:Iteration 24Q (8034.000000 sec): 3 clusters
  Score: Raw -243931.452109 + Penalty 2543.594019 = -241387.858090
  nChanged 19
		SP:Iteration 25Q (8034.000000 sec): 3 clusters
  Score: Raw -243944.641358 + Penalty 2543.594019 = -241401.047339
  nChanged 18
		SP:Iteration 26Q (8034.010000 sec): 3 clusters
  Score: Raw -243959.733242 + Penalty 2543.594019 = -241416.139223
  nChanged 14
		SP:Iteration 27Q (8034.010000 sec): 3 clusters
  Score: Raw -243973.821416 + Penalty 2543.594019 = -241430.227397
  nChanged 12
		SP:Iteration 28Q (8034.020000 sec): 3 clusters
  Score: Raw -243984.781490 + Penalty 2543.594019 = -241441.187471
  nChanged 19
		SP:Iteration 29Q (8034.020000 sec): 3 clusters
  Score: Raw -243999.508519 + Penalty 2543.594019 = -241455.914500
  nChanged 15
		SP:Iteration 30Q (8034.030000 sec): 3 clusters
  Score: Raw -244009.053783 + Penalty 2543.594019 = -241465.459764
  nChanged 9
		SP:Iteration 31Q (8034.030000 sec): 3 clusters
  Score: Raw -244013.259252 + Penalty 2543.594019 = -241469.665233
  nChanged 8
		SP:Iteration 32Q (8034.040000 sec): 3 clusters
  Score: Raw -244021.176850 + Penalty 2543.594019 = -241477.582831
  nChanged 10
		SP:Iteration 33Q (8034.040000 sec): 3 clusters
  Score: Raw -244027.738004 + Penalty 2543.594019 = -241484.143985
  nChanged 14
		SP:Iteration 34Q (8034.050000 sec): 3 clusters
  Score: Raw -244036.852157 + Penalty 2543.594019 = -241493.258138
  nChanged 12
		SP:Iteration 35Q (8034.060000 sec): 3 clusters
  Score: Raw -244044.165316 + Penalty 2543.594019 = -241500.571297
  nChanged 9
		SP:Iteration 36Q (8034.060000 sec): 3 clusters
  Score: Raw -244050.066279 + Penalty 2543.594019 = -241506.472260
  nChanged 7
		SP:Iteration 37Q (8034.060000 sec): 3 clusters
  Score: Raw -244055.945242 + Penalty 2543.594019 = -241512.351223
  nChanged 12
		SP:Iteration 38Q (8034.070000 sec): 3 clusters
  Score: Raw -244064.613237 + Penalty 2543.594019 = -241521.019218
  nChanged 13
		SP:Iteration 39Q (8034.080000 sec): 3 clusters
  Score: Raw -244074.401129 + Penalty 2543.594019 = -241530.807110
  nChanged 10
		SP:Iteration 40F (8034.080000 sec): 3 clusters
  Score: Raw -244084.609548 + Penalty 2543.594019 = -241541.015529
  nChanged 7
		SP:Iteration 41Q (8034.090000 sec): 3 clusters
  Score: Raw -244088.715186 + Penalty 2543.594019 = -241545.121167
  nChanged 2
		SP:Iteration 42Q (8034.090000 sec): 3 clusters
  Score: Raw -244089.496298 + Penalty 2543.594019 = -241545.902279
  nChanged 0
		SP:Iteration 43F (8034.100000 sec): 3 clusters
  Score: Raw -244089.496298 + Penalty 2543.594019 = -241545.902279
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 82 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.120000 sec): 2 clusters
  Score: Raw -443952.139257 + Penalty 1345.203322 = -442606.935934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.120000 sec): 3 clusters
  Score: Raw -441939.771093 + Penalty 2690.406645 = -439249.364448
  nChanged 1593
		SP:Iteration 1F (8034.130000 sec): 3 clusters
  Score: Raw -442785.671996 + Penalty 2690.406645 = -440095.265351
  nChanged 292
		SP:Iteration 2F (8034.140000 sec): 3 clusters
  Score: Raw -442964.837340 + Penalty 2690.406645 = -440274.430695
  nChanged 212
		SP:Iteration 3F (8034.150000 sec): 3 clusters
  Score: Raw -443087.892938 + Penalty 2690.406645 = -440397.486294
  nChanged 176
		SP:Iteration 4Q (8034.160000 sec): 3 clusters
  Score: Raw -443196.728640 + Penalty 2690.406645 = -440506.321995
  nChanged 155
		SP:Iteration 5Q (8034.170000 sec): 3 clusters
  Score: Raw -443276.842475 + Penalty 2690.406645 = -440586.435830
  nChanged 129
		SP:Iteration 6Q (8034.180000 sec): 3 clusters
  Score: Raw -443343.148174 + Penalty 2690.406645 = -440652.741529
  nChanged 115
		SP:Iteration 7Q (8034.190000 sec): 3 clusters
  Score: Raw -443395.403758 + Penalty 2690.406645 = -440704.997114
  nChanged 110
		SP:Iteration 8Q (8034.200000 sec): 3 clusters
  Score: Raw -443459.576683 + Penalty 2690.406645 = -440769.170038
  nChanged 114
		SP:Iteration 9Q (8034.210000 sec): 3 clusters
  Score: Raw -443531.826746 + Penalty 2690.406645 = -440841.420102
  nChanged 118
		SP:Iteration 10Q (8034.220000 sec): 3 clusters
  Score: Raw -443601.183635 + Penalty 2690.406645 = -440910.776990
  nChanged 98
		SP:Iteration 11Q (8034.230000 sec): 3 clusters
  Score: Raw -443653.982853 + Penalty 2690.406645 = -440963.576209
  nChanged 88
		SP:Iteration 12Q (8034.240000 sec): 3 clusters
  Score: Raw -443698.437743 + Penalty 2690.406645 = -441008.031098
  nChanged 74
		SP:Iteration 13Q (8034.240000 sec): 3 clusters
  Score: Raw -443739.917246 + Penalty 2690.406645 = -441049.510601
  nChanged 70
		SP:Iteration 14Q (8034.250000 sec): 3 clusters
  Score: Raw -443777.410915 + Penalty 2690.406645 = -441087.004271
  nChanged 74
		SP:Iteration 15Q (8034.260000 sec): 3 clusters
  Score: Raw -443817.246681 + Penalty 2690.406645 = -441126.840037
  nChanged 71
		SP:Iteration 16Q (8034.270000 sec): 3 clusters
  Score: Raw -443856.134322 + Penalty 2690.406645 = -441165.727677
  nChanged 62
		SP:Iteration 17Q (8034.280000 sec): 3 clusters
  Score: Raw -443886.775242 + Penalty 2690.406645 = -441196.368598
  nChanged 39
		SP:Iteration 18Q (8034.290000 sec): 3 clusters
  Score: Raw -443902.837125 + Penalty 2690.406645 = -441212.430481
  nChanged 24
		SP:Iteration 19Q (8034.300000 sec): 3 clusters
  Score: Raw -443913.603478 + Penalty 2690.406645 = -441223.196834
  nChanged 29
		SP:Iteration 20F (8034.310000 sec): 3 clusters
  Score: Raw -443929.125554 + Penalty 2690.406645 = -441238.718909
  nChanged 42
		SP:Iteration 21Q (8034.320000 sec): 3 clusters
  Score: Raw -443951.638881 + Penalty 2690.406645 = -441261.232236
  nChanged 33
		SP:Iteration 22Q (8034.330000 sec): 3 clusters
  Score: Raw -443968.846319 + Penalty 2690.406645 = -441278.439675
  nChanged 33
		SP:Iteration 23Q (8034.340000 sec): 3 clusters
  Score: Raw -443981.791070 + Penalty 2690.406645 = -441291.384425
  nChanged 22
		SP:Iteration 24Q (8034.350000 sec): 3 clusters
  Score: Raw -443989.231496 + Penalty 2690.406645 = -441298.824851
  nChanged 23
		SP:Iteration 25Q (8034.360000 sec): 3 clusters
  Score: Raw -444000.166776 + Penalty 2690.406645 = -441309.760132
  nChanged 22
		SP:Iteration 26Q (8034.370000 sec): 3 clusters
  Score: Raw -444008.793036 + Penalty 2690.406645 = -441318.386391
  nChanged 22
		SP:Iteration 27Q (8034.380000 sec): 3 clusters
  Score: Raw -444017.106196 + Penalty 2690.406645 = -441326.699551
  nChanged 15
		SP:Iteration 28Q (8034.380000 sec): 3 clusters
  Score: Raw -444023.683561 + Penalty 2690.406645 = -441333.276916
  nChanged 12
		SP:Iteration 29Q (8034.390000 sec): 3 clusters
  Score: Raw -444028.426052 + Penalty 2690.406645 = -441338.019408
  nChanged 13
		SP:Iteration 30Q (8034.400000 sec): 3 clusters
  Score: Raw -444033.942829 + Penalty 2690.406645 = -441343.536185
  nChanged 14
		SP:Iteration 31Q (8034.410000 sec): 3 clusters
  Score: Raw -444038.550031 + Penalty 2690.406645 = -441348.143387
  nChanged 11
		SP:Iteration 32Q (8034.420000 sec): 3 clusters
  Score: Raw -444043.303311 + Penalty 2690.406645 = -441352.896667
  nChanged 9
		SP:Iteration 33Q (8034.430000 sec): 3 clusters
  Score: Raw -444047.720795 + Penalty 2690.406645 = -441357.314151
  nChanged 11
		SP:Iteration 34Q (8034.440000 sec): 3 clusters
  Score: Raw -444052.739847 + Penalty 2690.406645 = -441362.333202
  nChanged 14
		SP:Iteration 35Q (8034.450000 sec): 3 clusters
  Score: Raw -444059.093801 + Penalty 2690.406645 = -441368.687156
  nChanged 12
		SP:Iteration 36Q (8034.460000 sec): 3 clusters
  Score: Raw -444064.105119 + Penalty 2690.406645 = -441373.698475
  nChanged 7
		SP:Iteration 37Q (8034.460000 sec): 3 clusters
  Score: Raw -444066.626382 + Penalty 2690.406645 = -441376.219737
  nChanged 10
		SP:Iteration 38Q (8034.470000 sec): 3 clusters
  Score: Raw -444070.528650 + Penalty 2690.406645 = -441380.122006
  nChanged 7
		SP:Iteration 39Q (8034.480000 sec): 3 clusters
  Score: Raw -444072.388590 + Penalty 2690.406645 = -441381.981946
  nChanged 6
		SP:Iteration 40F (8034.490000 sec): 3 clusters
  Score: Raw -444073.879040 + Penalty 2690.406645 = -441383.472396
  nChanged 5
		SP:Iteration 41Q (8034.500000 sec): 3 clusters
  Score: Raw -444074.835073 + Penalty 2690.406645 = -441384.428429
  nChanged 4
		SP:Iteration 42Q (8034.510000 sec): 3 clusters
  Score: Raw -444076.178065 + Penalty 2690.406645 = -441385.771421
  nChanged 5
		SP:Iteration 43Q (8034.520000 sec): 3 clusters
  Score: Raw -444077.791414 + Penalty 2690.406645 = -441387.384770
  nChanged 5
		SP:Iteration 44Q (8034.530000 sec): 3 clusters
  Score: Raw -444079.363552 + Penalty 2690.406645 = -441388.956907
  nChanged 4
		SP:Iteration 45Q (8034.540000 sec): 3 clusters
  Score: Raw -444081.459649 + Penalty 2690.406645 = -441391.053004
  nChanged 9
		SP:Iteration 46Q (8034.540000 sec): 3 clusters
  Score: Raw -444084.411729 + Penalty 2690.406645 = -441394.005084
  nChanged 7
		SP:Iteration 47Q (8034.550000 sec): 3 clusters
  Score: Raw -444086.062364 + Penalty 2690.406645 = -441395.655719
  nChanged 5
		SP:Iteration 48Q (8034.560000 sec): 3 clusters
  Score: Raw -444087.092585 + Penalty 2690.406645 = -441396.685940
  nChanged 3
		SP:Iteration 49Q (8034.570000 sec): 3 clusters
  Score: Raw -444087.804408 + Penalty 2690.406645 = -441397.397764
  nChanged 2
		SP:Iteration 50Q (8034.580000 sec): 3 clusters
  Score: Raw -444088.122826 + Penalty 2690.406645 = -441397.716181
  nChanged 1
		SP:Iteration 51Q (8034.590000 sec): 3 clusters
  Score: Raw -444088.258409 + Penalty 2690.406645 = -441397.851764
  nChanged 0
		SP:Iteration 52F (8034.600000 sec): 3 clusters
  Score: Raw -444088.258409 + Penalty 2690.406645 = -441397.851764
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 83 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.600000 sec): 2 clusters
  Score: Raw -16734.117718 + Penalty 843.855488 = -15890.262230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.600000 sec): 3 clusters
  Score: Raw -16857.545550 + Penalty 1687.710977 = -15169.834573
  nChanged 25
		SP:Iteration 1F (8034.600000 sec): 3 clusters
  Score: Raw -16981.631549 + Penalty 1687.710977 = -15293.920572
  nChanged 8
		SP:Iteration 2Q (8034.600000 sec): 3 clusters
  Score: Raw -17036.649070 + Penalty 1687.710977 = -15348.938093
  nChanged 3
		SP:Iteration 3Q (8034.600000 sec): 3 clusters
  Score: Raw -17064.828334 + Penalty 1687.710977 = -15377.117357
  nChanged 1
		SP:Iteration 4Q (8034.600000 sec): 3 clusters
  Score: Raw -17071.322068 + Penalty 1687.710977 = -15383.611091
  nChanged 3
		SP:Iteration 5Q (8034.610000 sec): 3 clusters
  Score: Raw -17087.459368 + Penalty 1687.710977 = -15399.748391
  nChanged 2
		SP:Iteration 6Q (8034.610000 sec): 3 clusters
  Score: Raw -17107.903221 + Penalty 1687.710977 = -15420.192245
  nChanged 1
		SP:Iteration 7Q (8034.610000 sec): 3 clusters
  Score: Raw -17114.441497 + Penalty 1687.710977 = -15426.730521
  nChanged 0
		SP:Iteration 8F (8034.610000 sec): 3 clusters
  Score: Raw -17114.441497 + Penalty 1687.710977 = -15426.730521
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 84 (17791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8034.660000 sec): 2 clusters
  Score: Raw -2067433.757175 + Penalty 1590.297798 = -2065843.459377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8034.710000 sec): 3 clusters
  Score: Raw -2056760.239682 + Penalty 3180.595597 = -2053579.644086
  nChanged 8003
		SP:Iteration 1F (8034.760000 sec): 3 clusters
  Score: Raw -2061356.434723 + Penalty 3180.595597 = -2058175.839126
  nChanged 1131
		SP:Iteration 2F (8034.800000 sec): 3 clusters
  Score: Raw -2061983.401214 + Penalty 3180.595597 = -2058802.805617
  nChanged 1286
		SP:Iteration 3F (8034.850000 sec): 3 clusters
  Score: Raw -2062883.266103 + Penalty 3180.595597 = -2059702.670506
  nChanged 1394
		SP:Iteration 4F (8034.900000 sec): 3 clusters
  Score: Raw -2064004.872740 + Penalty 3180.595597 = -2060824.277143
  nChanged 1379
		SP:Iteration 5F (8034.940000 sec): 3 clusters
  Score: Raw -2065194.733013 + Penalty 3180.595597 = -2062014.137416
  nChanged 1214
		SP:Iteration 6F (8034.990000 sec): 3 clusters
  Score: Raw -2066219.810897 + Penalty 3180.595597 = -2063039.215300
  nChanged 839
		SP:Iteration 7Q (8035.040000 sec): 3 clusters
  Score: Raw -2066879.411467 + Penalty 3180.595597 = -2063698.815870
  nChanged 574
		SP:Iteration 8Q (8035.080000 sec): 3 clusters
  Score: Raw -2067302.459633 + Penalty 3180.595597 = -2064121.864036
  nChanged 383
		SP:Iteration 9Q (8035.120000 sec): 3 clusters
  Score: Raw -2067565.110471 + Penalty 3180.595597 = -2064384.514874
  nChanged 226
		SP:Iteration 10Q (8035.170000 sec): 3 clusters
  Score: Raw -2067699.845496 + Penalty 3180.595597 = -2064519.249899
  nChanged 142
		SP:Iteration 11Q (8035.210000 sec): 3 clusters
  Score: Raw -2067785.529548 + Penalty 3180.595597 = -2064604.933951
  nChanged 104
		SP:Iteration 12Q (8035.250000 sec): 3 clusters
  Score: Raw -2067848.400514 + Penalty 3180.595597 = -2064667.804917
  nChanged 71
		SP:Iteration 13Q (8035.300000 sec): 3 clusters
  Score: Raw -2067888.660609 + Penalty 3180.595597 = -2064708.065013
  nChanged 57
		SP:Iteration 14Q (8035.340000 sec): 3 clusters
  Score: Raw -2067918.050717 + Penalty 3180.595597 = -2064737.455121
  nChanged 39
		SP:Iteration 15Q (8035.380000 sec): 3 clusters
  Score: Raw -2067937.775883 + Penalty 3180.595597 = -2064757.180286
  nChanged 27
		SP:Iteration 16Q (8035.420000 sec): 3 clusters
  Score: Raw -2067952.838606 + Penalty 3180.595597 = -2064772.243009
  nChanged 33
		SP:Iteration 17Q (8035.460000 sec): 3 clusters
  Score: Raw -2067968.504281 + Penalty 3180.595597 = -2064787.908684
  nChanged 20
		SP:Iteration 18Q (8035.490000 sec): 3 clusters
  Score: Raw -2067978.679760 + Penalty 3180.595597 = -2064798.084164
  nChanged 13
		SP:Iteration 19Q (8035.530000 sec): 3 clusters
  Score: Raw -2067983.797302 + Penalty 3180.595597 = -2064803.201705
  nChanged 14
		SP:Iteration 20F (8035.580000 sec): 3 clusters
  Score: Raw -2067990.369175 + Penalty 3180.595597 = -2064809.773578
  nChanged 10
		SP:Iteration 21Q (8035.620000 sec): 3 clusters
  Score: Raw -2067995.935745 + Penalty 3180.595597 = -2064815.340148
  nChanged 7
		SP:Iteration 22Q (8035.650000 sec): 3 clusters
  Score: Raw -2067998.491722 + Penalty 3180.595597 = -2064817.896126
  nChanged 4
		SP:Iteration 23Q (8035.690000 sec): 3 clusters
  Score: Raw -2067999.439388 + Penalty 3180.595597 = -2064818.843791
  nChanged 3
		SP:Iteration 24Q (8035.730000 sec): 3 clusters
  Score: Raw -2068000.339707 + Penalty 3180.595597 = -2064819.744110
  nChanged 5
		SP:Iteration 25Q (8035.760000 sec): 3 clusters
  Score: Raw -2068002.934937 + Penalty 3180.595597 = -2064822.339341
  nChanged 5
		SP:Iteration 26Q (8035.800000 sec): 3 clusters
  Score: Raw -2068005.362014 + Penalty 3180.595597 = -2064824.766417
  nChanged 6
		SP:Iteration 27Q (8035.840000 sec): 3 clusters
  Score: Raw -2068007.563811 + Penalty 3180.595597 = -2064826.968214
  nChanged 6
		SP:Iteration 28Q (8035.880000 sec): 3 clusters
  Score: Raw -2068011.234948 + Penalty 3180.595597 = -2064830.639351
  nChanged 6
		SP:Iteration 29Q (8035.910000 sec): 3 clusters
  Score: Raw -2068014.775638 + Penalty 3180.595597 = -2064834.180041
  nChanged 9
		SP:Iteration 30Q (8035.950000 sec): 3 clusters
  Score: Raw -2068020.441193 + Penalty 3180.595597 = -2064839.845596
  nChanged 8
		SP:Iteration 31Q (8035.990000 sec): 3 clusters
  Score: Raw -2068024.041107 + Penalty 3180.595597 = -2064843.445510
  nChanged 2
		SP:Iteration 32Q (8036.020000 sec): 3 clusters
  Score: Raw -2068024.763628 + Penalty 3180.595597 = -2064844.168031
  nChanged 3
		SP:Iteration 33Q (8036.060000 sec): 3 clusters
  Score: Raw -2068026.346891 + Penalty 3180.595597 = -2064845.751294
  nChanged 3
		SP:Iteration 34Q (8036.090000 sec): 3 clusters
  Score: Raw -2068027.391602 + Penalty 3180.595597 = -2064846.796005
  nChanged 2
		SP:Iteration 35Q (8036.130000 sec): 3 clusters
  Score: Raw -2068028.772639 + Penalty 3180.595597 = -2064848.177042
  nChanged 2
		SP:Iteration 36Q (8036.160000 sec): 3 clusters
  Score: Raw -2068029.765991 + Penalty 3180.595597 = -2064849.170394
  nChanged 2
		SP:Iteration 37Q (8036.200000 sec): 3 clusters
  Score: Raw -2068030.458298 + Penalty 3180.595597 = -2064849.862701
  nChanged 4
		SP:Iteration 38Q (8036.240000 sec): 3 clusters
  Score: Raw -2068032.149691 + Penalty 3180.595597 = -2064851.554094
  nChanged 1
		SP:Iteration 39Q (8036.270000 sec): 3 clusters
  Score: Raw -2068032.645980 + Penalty 3180.595597 = -2064852.050383
  nChanged 1
		SP:Iteration 40F (8036.320000 sec): 3 clusters
  Score: Raw -2068033.056864 + Penalty 3180.595597 = -2064852.461267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 85 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8036.330000 sec): 2 clusters
  Score: Raw -20384.066093 + Penalty 854.342998 = -19529.723095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8036.330000 sec): 3 clusters
  Score: Raw -20498.217779 + Penalty 1708.685996 = -18789.531783
  nChanged 23
		SP:Iteration 1F (8036.330000 sec): 3 clusters
  Score: Raw -20596.990420 + Penalty 1708.685996 = -18888.304424
  nChanged 5
		SP:Iteration 2Q (8036.330000 sec): 3 clusters
  Score: Raw -20620.320667 + Penalty 1708.685996 = -18911.634671
  nChanged 5
		SP:Iteration 3Q (8036.330000 sec): 3 clusters
  Score: Raw -20640.462128 + Penalty 1708.685996 = -18931.776132
  nChanged 1
		SP:Iteration 4Q (8036.340000 sec): 3 clusters
  Score: Raw -20650.252975 + Penalty 1708.685996 = -18941.566979
  nChanged 1
		SP:Iteration 5Q (8036.340000 sec): 3 clusters
  Score: Raw -20657.351831 + Penalty 1708.685996 = -18948.665835
  nChanged 2
		SP:Iteration 6Q (8036.340000 sec): 3 clusters
  Score: Raw -20701.247735 + Penalty 1708.685996 = -18992.561739
  nChanged 1
		SP:Iteration 7Q (8036.340000 sec): 3 clusters
  Score: Raw -20704.123043 + Penalty 1708.685996 = -18995.437047
  nChanged 0
		SP:Iteration 8F (8036.340000 sec): 3 clusters
  Score: Raw -20704.123043 + Penalty 1708.685996 = -18995.437047
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 86 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8036.340000 sec): 2 clusters
  Score: Raw -9825.349920 + Penalty 765.298658 = -9060.051262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8036.340000 sec): 3 clusters
  Score: Raw -10018.945745 + Penalty 1530.597315 = -8488.348430
  nChanged 6
		SP:Iteration 1F (8036.340000 sec): 3 clusters
  Score: Raw -10055.422974 + Penalty 1530.597315 = -8524.825658
  nChanged 2
		SP:Iteration 2Q (8036.340000 sec): 3 clusters
  Score: Raw -10075.516795 + Penalty 1530.597315 = -8544.919480
  nChanged 0
		SP:Iteration 3F (8036.340000 sec): 3 clusters
  Score: Raw -10075.516795 + Penalty 1530.597315 = -8544.919480
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 87 (11243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8036.380000 sec): 2 clusters
  Score: Raw -1299814.809682 + Penalty 1515.718911 = -1298299.090771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8036.400000 sec): 3 clusters
  Score: Raw -1293355.834537 + Penalty 3031.437822 = -1290324.396714
  nChanged 4892
		SP:Iteration 1F (8036.440000 sec): 3 clusters
  Score: Raw -1295987.265064 + Penalty 3031.437822 = -1292955.827241
  nChanged 652
		SP:Iteration 2F (8036.460000 sec): 3 clusters
  Score: Raw -1296230.549723 + Penalty 3031.437822 = -1293199.111900
  nChanged 503
		SP:Iteration 3Q (8036.490000 sec): 3 clusters
  Score: Raw -1296423.946552 + Penalty 3031.437822 = -1293392.508729
  nChanged 487
		SP:Iteration 4Q (8036.520000 sec): 3 clusters
  Score: Raw -1296607.523021 + Penalty 3031.437822 = -1293576.085198
  nChanged 449
		SP:Iteration 5Q (8036.550000 sec): 3 clusters
  Score: Raw -1296778.340394 + Penalty 3031.437822 = -1293746.902572
  nChanged 432
		SP:Iteration 6Q (8036.580000 sec): 3 clusters
  Score: Raw -1296946.547944 + Penalty 3031.437822 = -1293915.110121
  nChanged 413
		SP:Iteration 7Q (8036.610000 sec): 3 clusters
  Score: Raw -1297092.647837 + Penalty 3031.437822 = -1294061.210014
  nChanged 378
		SP:Iteration 8Q (8036.630000 sec): 3 clusters
  Score: Raw -1297236.472183 + Penalty 3031.437822 = -1294205.034361
  nChanged 368
		SP:Iteration 9Q (8036.660000 sec): 3 clusters
  Score: Raw -1297385.244101 + Penalty 3031.437822 = -1294353.806279
  nChanged 382
		SP:Iteration 10Q (8036.690000 sec): 3 clusters
  Score: Raw -1297530.990842 + Penalty 3031.437822 = -1294499.553020
  nChanged 354
		SP:Iteration 11Q (8036.720000 sec): 3 clusters
  Score: Raw -1297662.372787 + Penalty 3031.437822 = -1294630.934965
  nChanged 332
		SP:Iteration 12Q (8036.750000 sec): 3 clusters
  Score: Raw -1297788.594194 + Penalty 3031.437822 = -1294757.156372
  nChanged 326
		SP:Iteration 13Q (8036.770000 sec): 3 clusters
  Score: Raw -1297919.467459 + Penalty 3031.437822 = -1294888.029637
  nChanged 309
		SP:Iteration 14Q (8036.800000 sec): 3 clusters
  Score: Raw -1298047.439643 + Penalty 3031.437822 = -1295016.001820
  nChanged 303
		SP:Iteration 15Q (8036.830000 sec): 3 clusters
  Score: Raw -1298184.524338 + Penalty 3031.437822 = -1295153.086516
  nChanged 292
		SP:Iteration 16Q (8036.860000 sec): 3 clusters
  Score: Raw -1298324.029248 + Penalty 3031.437822 = -1295292.591426
  nChanged 305
		SP:Iteration 17Q (8036.890000 sec): 3 clusters
  Score: Raw -1298496.378692 + Penalty 3031.437822 = -1295464.940869
  nChanged 284
		SP:Iteration 18Q (8036.920000 sec): 3 clusters
  Score: Raw -1298669.239837 + Penalty 3031.437822 = -1295637.802015
  nChanged 285
		SP:Iteration 19Q (8036.950000 sec): 3 clusters
  Score: Raw -1298851.800957 + Penalty 3031.437822 = -1295820.363134
  nChanged 253
		SP:Iteration 20F (8036.970000 sec): 3 clusters
  Score: Raw -1299019.892938 + Penalty 3031.437822 = -1295988.455115
  nChanged 230
		SP:Iteration 21Q (8037.000000 sec): 3 clusters
  Score: Raw -1299168.004771 + Penalty 3031.437822 = -1296136.566949
  nChanged 209
		SP:Iteration 22Q (8037.030000 sec): 3 clusters
  Score: Raw -1299294.966265 + Penalty 3031.437822 = -1296263.528443
  nChanged 169
		SP:Iteration 23Q (8037.050000 sec): 3 clusters
  Score: Raw -1299393.935858 + Penalty 3031.437822 = -1296362.498035
  nChanged 137
		SP:Iteration 24Q (8037.080000 sec): 3 clusters
  Score: Raw -1299472.035160 + Penalty 3031.437822 = -1296440.597337
  nChanged 122
		SP:Iteration 25Q (8037.110000 sec): 3 clusters
  Score: Raw -1299541.956996 + Penalty 3031.437822 = -1296510.519173
  nChanged 96
		SP:Iteration 26Q (8037.130000 sec): 3 clusters
  Score: Raw -1299592.239177 + Penalty 3031.437822 = -1296560.801355
  nChanged 75
		SP:Iteration 27Q (8037.150000 sec): 3 clusters
  Score: Raw -1299635.009487 + Penalty 3031.437822 = -1296603.571665
  nChanged 56
		SP:Iteration 28Q (8037.170000 sec): 3 clusters
  Score: Raw -1299668.546881 + Penalty 3031.437822 = -1296637.109058
  nChanged 49
		SP:Iteration 29Q (8037.200000 sec): 3 clusters
  Score: Raw -1299696.026603 + Penalty 3031.437822 = -1296664.588781
  nChanged 42
		SP:Iteration 30Q (8037.220000 sec): 3 clusters
  Score: Raw -1299723.872157 + Penalty 3031.437822 = -1296692.434335
  nChanged 46
		SP:Iteration 31Q (8037.240000 sec): 3 clusters
  Score: Raw -1299745.498078 + Penalty 3031.437822 = -1296714.060256
  nChanged 40
		SP:Iteration 32Q (8037.260000 sec): 3 clusters
  Score: Raw -1299764.441205 + Penalty 3031.437822 = -1296733.003383
  nChanged 28
		SP:Iteration 33Q (8037.290000 sec): 3 clusters
  Score: Raw -1299786.196103 + Penalty 3031.437822 = -1296754.758281
  nChanged 36
		SP:Iteration 34Q (8037.310000 sec): 3 clusters
  Score: Raw -1299807.491712 + Penalty 3031.437822 = -1296776.053890
  nChanged 25
		SP:Iteration 35Q (8037.330000 sec): 3 clusters
  Score: Raw -1299820.944105 + Penalty 3031.437822 = -1296789.506282
  nChanged 19
		SP:Iteration 36Q (8037.350000 sec): 3 clusters
  Score: Raw -1299831.424068 + Penalty 3031.437822 = -1296799.986246
  nChanged 16
		SP:Iteration 37Q (8037.370000 sec): 3 clusters
  Score: Raw -1299840.548548 + Penalty 3031.437822 = -1296809.110726
  nChanged 14
		SP:Iteration 38Q (8037.390000 sec): 3 clusters
  Score: Raw -1299850.936252 + Penalty 3031.437822 = -1296819.498430
  nChanged 15
		SP:Iteration 39Q (8037.410000 sec): 3 clusters
  Score: Raw -1299860.177194 + Penalty 3031.437822 = -1296828.739371
  nChanged 23
		SP:Iteration 40F (8037.440000 sec): 3 clusters
  Score: Raw -1299875.952887 + Penalty 3031.437822 = -1296844.515064
  nChanged 25
		SP:Iteration 41Q (8037.460000 sec): 3 clusters
  Score: Raw -1299888.908494 + Penalty 3031.437822 = -1296857.470672
  nChanged 14
		SP:Iteration 42Q (8037.480000 sec): 3 clusters
  Score: Raw -1299895.538022 + Penalty 3031.437822 = -1296864.100200
  nChanged 9
		SP:Iteration 43Q (8037.510000 sec): 3 clusters
  Score: Raw -1299899.862987 + Penalty 3031.437822 = -1296868.425164
  nChanged 9
		SP:Iteration 44Q (8037.530000 sec): 3 clusters
  Score: Raw -1299904.190829 + Penalty 3031.437822 = -1296872.753006
  nChanged 11
		SP:Iteration 45Q (8037.550000 sec): 3 clusters
  Score: Raw -1299910.169041 + Penalty 3031.437822 = -1296878.731219
  nChanged 12
		SP:Iteration 46Q (8037.570000 sec): 3 clusters
  Score: Raw -1299918.293841 + Penalty 3031.437822 = -1296886.856018
  nChanged 6
		SP:Iteration 47Q (8037.590000 sec): 3 clusters
  Score: Raw -1299922.403504 + Penalty 3031.437822 = -1296890.965682
  nChanged 6
		SP:Iteration 48Q (8037.610000 sec): 3 clusters
  Score: Raw -1299925.318950 + Penalty 3031.437822 = -1296893.881128
  nChanged 9
		SP:Iteration 49Q (8037.630000 sec): 3 clusters
  Score: Raw -1299929.852151 + Penalty 3031.437822 = -1296898.414329
  nChanged 7
		SP:Iteration 50Q (8037.650000 sec): 3 clusters
  Score: Raw -1299933.780716 + Penalty 3031.437822 = -1296902.342894
  nChanged 8
		SP:Iteration 51Q (8037.670000 sec): 3 clusters
  Score: Raw -1299937.869840 + Penalty 3031.437822 = -1296906.432018
  nChanged 4
		SP:Iteration 52Q (8037.690000 sec): 3 clusters
  Score: Raw -1299939.985505 + Penalty 3031.437822 = -1296908.547683
  nChanged 5
		SP:Iteration 53Q (8037.710000 sec): 3 clusters
  Score: Raw -1299942.437509 + Penalty 3031.437822 = -1296910.999686
  nChanged 3
		SP:Iteration 54Q (8037.730000 sec): 3 clusters
  Score: Raw -1299945.209494 + Penalty 3031.437822 = -1296913.771672
  nChanged 5
		SP:Iteration 55Q (8037.760000 sec): 3 clusters
  Score: Raw -1299946.710594 + Penalty 3031.437822 = -1296915.272772
  nChanged 2
		SP:Iteration 56Q (8037.780000 sec): 3 clusters
  Score: Raw -1299947.746982 + Penalty 3031.437822 = -1296916.309159
  nChanged 3
		SP:Iteration 57Q (8037.800000 sec): 3 clusters
  Score: Raw -1299949.280002 + Penalty 3031.437822 = -1296917.842179
  nChanged 2
		SP:Iteration 58Q (8037.820000 sec): 3 clusters
  Score: Raw -1299950.541742 + Penalty 3031.437822 = -1296919.103920
  nChanged 3
		SP:Iteration 59Q (8037.840000 sec): 3 clusters
  Score: Raw -1299951.624091 + Penalty 3031.437822 = -1296920.186269
  nChanged 3
		SP:Iteration 60F (8037.870000 sec): 3 clusters
  Score: Raw -1299953.641199 + Penalty 3031.437822 = -1296922.203377
  nChanged 5
		SP:Iteration 61Q (8037.890000 sec): 3 clusters
  Score: Raw -1299957.234686 + Penalty 3031.437822 = -1296925.796864
  nChanged 4
		SP:Iteration 62Q (8037.910000 sec): 3 clusters
  Score: Raw -1299959.617388 + Penalty 3031.437822 = -1296928.179565
  nChanged 6
		SP:Iteration 63Q (8037.930000 sec): 3 clusters
  Score: Raw -1299962.340385 + Penalty 3031.437822 = -1296930.902563
  nChanged 6
		SP:Iteration 64Q (8037.950000 sec): 3 clusters
  Score: Raw -1299965.015907 + Penalty 3031.437822 = -1296933.578084
  nChanged 6
		SP:Iteration 65Q (8037.970000 sec): 3 clusters
  Score: Raw -1299969.210791 + Penalty 3031.437822 = -1296937.772968
  nChanged 5
		SP:Iteration 66Q (8037.990000 sec): 3 clusters
  Score: Raw -1299972.236898 + Penalty 3031.437822 = -1296940.799075
  nChanged 5
		SP:Iteration 67Q (8038.010000 sec): 3 clusters
  Score: Raw -1299975.524414 + Penalty 3031.437822 = -1296944.086591
  nChanged 5
		SP:Iteration 68Q (8038.030000 sec): 3 clusters
  Score: Raw -1299978.047988 + Penalty 3031.437822 = -1296946.610166
  nChanged 3
		SP:Iteration 69Q (8038.060000 sec): 3 clusters
  Score: Raw -1299980.083618 + Penalty 3031.437822 = -1296948.645795
  nChanged 7
		SP:Iteration 70Q (8038.080000 sec): 3 clusters
  Score: Raw -1299984.804933 + Penalty 3031.437822 = -1296953.367111
  nChanged 7
		SP:Iteration 71Q (8038.100000 sec): 3 clusters
  Score: Raw -1299988.522476 + Penalty 3031.437822 = -1296957.084653
  nChanged 10
		SP:Iteration 72Q (8038.120000 sec): 3 clusters
  Score: Raw -1299995.139919 + Penalty 3031.437822 = -1296963.702097
  nChanged 9
		SP:Iteration 73Q (8038.140000 sec): 3 clusters
  Score: Raw -1300001.516584 + Penalty 3031.437822 = -1296970.078761
  nChanged 6
		SP:Iteration 74Q (8038.160000 sec): 3 clusters
  Score: Raw -1300005.594615 + Penalty 3031.437822 = -1296974.156792
  nChanged 10
		SP:Iteration 75Q (8038.190000 sec): 3 clusters
  Score: Raw -1300010.859399 + Penalty 3031.437822 = -1296979.421577
  nChanged 7
		SP:Iteration 76Q (8038.210000 sec): 3 clusters
  Score: Raw -1300015.035473 + Penalty 3031.437822 = -1296983.597651
  nChanged 6
		SP:Iteration 77Q (8038.230000 sec): 3 clusters
  Score: Raw -1300018.375720 + Penalty 3031.437822 = -1296986.937897
  nChanged 2
		SP:Iteration 78Q (8038.250000 sec): 3 clusters
  Score: Raw -1300019.432275 + Penalty 3031.437822 = -1296987.994453
  nChanged 2
		SP:Iteration 79Q (8038.270000 sec): 3 clusters
  Score: Raw -1300020.538209 + Penalty 3031.437822 = -1296989.100387
  nChanged 3
		SP:Iteration 80F (8038.300000 sec): 3 clusters
  Score: Raw -1300021.827083 + Penalty 3031.437822 = -1296990.389261
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 88 (582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.310000 sec): 2 clusters
  Score: Raw -59954.885835 + Penalty 1034.551448 = -58920.334387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.310000 sec): 3 clusters
  Score: Raw -59885.518721 + Penalty 2069.102896 = -57816.415825
  nChanged 152
		SP:Iteration 1F (8038.310000 sec): 3 clusters
  Score: Raw -60082.204818 + Penalty 2069.102896 = -58013.101923
  nChanged 33
		SP:Iteration 2F (8038.310000 sec): 3 clusters
  Score: Raw -60127.590107 + Penalty 2069.102896 = -58058.487212
  nChanged 13
		SP:Iteration 3Q (8038.310000 sec): 3 clusters
  Score: Raw -60145.559622 + Penalty 2069.102896 = -58076.456726
  nChanged 13
		SP:Iteration 4Q (8038.320000 sec): 3 clusters
  Score: Raw -60173.174584 + Penalty 2069.102896 = -58104.071688
  nChanged 7
		SP:Iteration 5Q (8038.320000 sec): 3 clusters
  Score: Raw -60185.258740 + Penalty 2069.102896 = -58116.155844
  nChanged 6
		SP:Iteration 6Q (8038.320000 sec): 3 clusters
  Score: Raw -60194.370808 + Penalty 2069.102896 = -58125.267913
  nChanged 4
		SP:Iteration 7Q (8038.320000 sec): 3 clusters
  Score: Raw -60200.693975 + Penalty 2069.102896 = -58131.591079
  nChanged 2
		SP:Iteration 8Q (8038.320000 sec): 3 clusters
  Score: Raw -60205.328628 + Penalty 2069.102896 = -58136.225732
  nChanged 5
		SP:Iteration 9Q (8038.330000 sec): 3 clusters
  Score: Raw -60213.889317 + Penalty 2069.102896 = -58144.786422
  nChanged 5
		SP:Iteration 10Q (8038.330000 sec): 3 clusters
  Score: Raw -60223.270776 + Penalty 2069.102896 = -58154.167881
  nChanged 4
		SP:Iteration 11Q (8038.330000 sec): 3 clusters
  Score: Raw -60229.213756 + Penalty 2069.102896 = -58160.110861
  nChanged 2
		SP:Iteration 12Q (8038.330000 sec): 3 clusters
  Score: Raw -60230.966040 + Penalty 2069.102896 = -58161.863145
  nChanged 2
		SP:Iteration 13Q (8038.330000 sec): 3 clusters
  Score: Raw -60236.038933 + Penalty 2069.102896 = -58166.936038
  nChanged 4
		SP:Iteration 14Q (8038.330000 sec): 3 clusters
  Score: Raw -60239.999494 + Penalty 2069.102896 = -58170.896599
  nChanged 2
		SP:Iteration 15Q (8038.330000 sec): 3 clusters
  Score: Raw -60242.997798 + Penalty 2069.102896 = -58173.894903
  nChanged 0
		SP:Iteration 16F (8038.330000 sec): 3 clusters
  Score: Raw -60242.997798 + Penalty 2069.102896 = -58173.894903
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 89 (310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.340000 sec): 2 clusters
  Score: Raw -31615.641052 + Penalty 932.192998 = -30683.448054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.340000 sec): 3 clusters
  Score: Raw -31676.435609 + Penalty 1864.385997 = -29812.049612
  nChanged 67
		SP:Iteration 1F (8038.340000 sec): 3 clusters
  Score: Raw -31933.486523 + Penalty 1864.385997 = -30069.100526
  nChanged 25
		SP:Iteration 2F (8038.340000 sec): 3 clusters
  Score: Raw -32100.084538 + Penalty 1864.385997 = -30235.698541
  nChanged 13
		SP:Iteration 3Q (8038.340000 sec): 3 clusters
  Score: Raw -32192.393406 + Penalty 1864.385997 = -30328.007409
  nChanged 8
		SP:Iteration 4Q (8038.340000 sec): 3 clusters
  Score: Raw -32221.498137 + Penalty 1864.385997 = -30357.112141
  nChanged 7
		SP:Iteration 5Q (8038.340000 sec): 3 clusters
  Score: Raw -32250.780869 + Penalty 1864.385997 = -30386.394873
  nChanged 6
		SP:Iteration 6Q (8038.350000 sec): 3 clusters
  Score: Raw -32271.135719 + Penalty 1864.385997 = -30406.749722
  nChanged 5
		SP:Iteration 7Q (8038.350000 sec): 3 clusters
  Score: Raw -32298.392610 + Penalty 1864.385997 = -30434.006614
  nChanged 4
		SP:Iteration 8Q (8038.350000 sec): 3 clusters
  Score: Raw -32326.927966 + Penalty 1864.385997 = -30462.541970
  nChanged 0
		SP:Iteration 9F (8038.350000 sec): 3 clusters
  Score: Raw -32326.927966 + Penalty 1864.385997 = -30462.541970
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 90 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.350000 sec): 2 clusters
  Score: Raw -20193.111865 + Penalty 873.482741 = -19319.629124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.350000 sec): 3 clusters
  Score: Raw -20309.807239 + Penalty 1746.965482 = -18562.841757
  nChanged 36
		SP:Iteration 1F (8038.350000 sec): 3 clusters
  Score: Raw -20436.104777 + Penalty 1746.965482 = -18689.139295
  nChanged 4
		SP:Iteration 2Q (8038.350000 sec): 3 clusters
  Score: Raw -20453.834722 + Penalty 1746.965482 = -18706.869239
  nChanged 2
		SP:Iteration 3Q (8038.350000 sec): 3 clusters
  Score: Raw -20472.062226 + Penalty 1746.965482 = -18725.096744
  nChanged 3
		SP:Iteration 4Q (8038.350000 sec): 3 clusters
  Score: Raw -20485.418759 + Penalty 1746.965482 = -18738.453276
  nChanged 4
		SP:Iteration 5Q (8038.350000 sec): 3 clusters
  Score: Raw -20505.378621 + Penalty 1746.965482 = -18758.413138
  nChanged 1
		SP:Iteration 6Q (8038.350000 sec): 3 clusters
  Score: Raw -20511.575436 + Penalty 1746.965482 = -18764.609953
  nChanged 1
		SP:Iteration 7Q (8038.350000 sec): 3 clusters
  Score: Raw -20514.730403 + Penalty 1746.965482 = -18767.764920
  nChanged 1
		SP:Iteration 8Q (8038.360000 sec): 3 clusters
  Score: Raw -20523.191507 + Penalty 1746.965482 = -18776.226024
  nChanged 2
		SP:Iteration 9Q (8038.360000 sec): 3 clusters
  Score: Raw -20529.026657 + Penalty 1746.965482 = -18782.061175
  nChanged 0
		SP:Iteration 10F (8038.360000 sec): 3 clusters
  Score: Raw -20529.026657 + Penalty 1746.965482 = -18782.061175
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 91 (875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.370000 sec): 2 clusters
  Score: Raw -87772.135615 + Penalty 1100.811382 = -86671.324234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.370000 sec): 3 clusters
  Score: Raw -87534.211723 + Penalty 2201.622763 = -85332.588960
  nChanged 289
		SP:Iteration 1F (8038.370000 sec): 3 clusters
  Score: Raw -87961.560436 + Penalty 2201.622763 = -85759.937673
  nChanged 100
		SP:Iteration 2F (8038.370000 sec): 3 clusters
  Score: Raw -88212.079761 + Penalty 2201.622763 = -86010.456998
  nChanged 70
		SP:Iteration 3F (8038.370000 sec): 3 clusters
  Score: Raw -88404.133511 + Penalty 2201.622763 = -86202.510748
  nChanged 42
		SP:Iteration 4Q (8038.370000 sec): 3 clusters
  Score: Raw -88544.515264 + Penalty 2201.622763 = -86342.892501
  nChanged 42
		SP:Iteration 5Q (8038.380000 sec): 3 clusters
  Score: Raw -88673.465929 + Penalty 2201.622763 = -86471.843166
  nChanged 26
		SP:Iteration 6Q (8038.380000 sec): 3 clusters
  Score: Raw -88774.734029 + Penalty 2201.622763 = -86573.111266
  nChanged 25
		SP:Iteration 7Q (8038.380000 sec): 3 clusters
  Score: Raw -88854.367187 + Penalty 2201.622763 = -86652.744424
  nChanged 14
		SP:Iteration 8Q (8038.380000 sec): 3 clusters
  Score: Raw -88887.596148 + Penalty 2201.622763 = -86685.973385
  nChanged 10
		SP:Iteration 9Q (8038.380000 sec): 3 clusters
  Score: Raw -88909.409248 + Penalty 2201.622763 = -86707.786485
  nChanged 7
		SP:Iteration 10Q (8038.390000 sec): 3 clusters
  Score: Raw -88922.824898 + Penalty 2201.622763 = -86721.202135
  nChanged 8
		SP:Iteration 11Q (8038.390000 sec): 3 clusters
  Score: Raw -88936.412715 + Penalty 2201.622763 = -86734.789952
  nChanged 11
		SP:Iteration 12Q (8038.390000 sec): 3 clusters
  Score: Raw -88955.141096 + Penalty 2201.622763 = -86753.518333
  nChanged 12
		SP:Iteration 13Q (8038.390000 sec): 3 clusters
  Score: Raw -88986.411451 + Penalty 2201.622763 = -86784.788688
  nChanged 12
		SP:Iteration 14Q (8038.390000 sec): 3 clusters
  Score: Raw -89020.461264 + Penalty 2201.622763 = -86818.838501
  nChanged 7
		SP:Iteration 15Q (8038.390000 sec): 3 clusters
  Score: Raw -89032.684708 + Penalty 2201.622763 = -86831.061945
  nChanged 10
		SP:Iteration 16Q (8038.390000 sec): 3 clusters
  Score: Raw -89048.852491 + Penalty 2201.622763 = -86847.229728
  nChanged 8
		SP:Iteration 17Q (8038.400000 sec): 3 clusters
  Score: Raw -89061.016327 + Penalty 2201.622763 = -86859.393564
  nChanged 8
		SP:Iteration 18Q (8038.400000 sec): 3 clusters
  Score: Raw -89074.356485 + Penalty 2201.622763 = -86872.733722
  nChanged 7
		SP:Iteration 19Q (8038.400000 sec): 3 clusters
  Score: Raw -89095.170125 + Penalty 2201.622763 = -86893.547362
  nChanged 9
		SP:Iteration 20F (8038.400000 sec): 3 clusters
  Score: Raw -89157.651621 + Penalty 2201.622763 = -86956.028858
  nChanged 13
		SP:Iteration 21Q (8038.410000 sec): 3 clusters
  Score: Raw -89297.852328 + Penalty 2201.622763 = -87096.229565
  nChanged 8
		SP:Iteration 22Q (8038.410000 sec): 3 clusters
  Score: Raw -89319.545752 + Penalty 2201.622763 = -87117.922989
  nChanged 4
		SP:Iteration 23Q (8038.410000 sec): 3 clusters
  Score: Raw -89323.912666 + Penalty 2201.622763 = -87122.289903
  nChanged 2
		SP:Iteration 24Q (8038.410000 sec): 3 clusters
  Score: Raw -89326.119185 + Penalty 2201.622763 = -87124.496422
  nChanged 1
		SP:Iteration 25Q (8038.410000 sec): 3 clusters
  Score: Raw -89326.714844 + Penalty 2201.622763 = -87125.092080
  nChanged 0
		SP:Iteration 26F (8038.410000 sec): 3 clusters
  Score: Raw -89326.714844 + Penalty 2201.622763 = -87125.092080
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 92 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.430000 sec): 2 clusters
  Score: Raw -22996.981586 + Penalty 887.872668 = -22109.108917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.430000 sec): 3 clusters
  Score: Raw -23073.759731 + Penalty 1775.745337 = -21298.014394
  nChanged 41
		SP:Iteration 1F (8038.430000 sec): 3 clusters
  Score: Raw -23205.359294 + Penalty 1775.745337 = -21429.613957
  nChanged 12
		SP:Iteration 2F (8038.430000 sec): 3 clusters
  Score: Raw -23245.922425 + Penalty 1775.745337 = -21470.177089
  nChanged 6
		SP:Iteration 3Q (8038.430000 sec): 3 clusters
  Score: Raw -23275.030081 + Penalty 1775.745337 = -21499.284744
  nChanged 7
		SP:Iteration 4Q (8038.430000 sec): 3 clusters
  Score: Raw -23312.642629 + Penalty 1775.745337 = -21536.897293
  nChanged 9
		SP:Iteration 5Q (8038.430000 sec): 3 clusters
  Score: Raw -23365.157258 + Penalty 1775.745337 = -21589.411921
  nChanged 11
		SP:Iteration 6Q (8038.430000 sec): 3 clusters
  Score: Raw -23490.079933 + Penalty 1775.745337 = -21714.334596
  nChanged 9
		SP:Iteration 7Q (8038.430000 sec): 3 clusters
  Score: Raw -23575.846852 + Penalty 1775.745337 = -21800.101515
  nChanged 7
		SP:Iteration 8Q (8038.430000 sec): 3 clusters
  Score: Raw -23645.936792 + Penalty 1775.745337 = -21870.191455
  nChanged 4
		SP:Iteration 9Q (8038.430000 sec): 3 clusters
  Score: Raw -23668.622763 + Penalty 1775.745337 = -21892.877426
  nChanged 1
		SP:Iteration 10Q (8038.430000 sec): 3 clusters
  Score: Raw -23671.576694 + Penalty 1775.745337 = -21895.831357
  nChanged 0
		SP:Iteration 11F (8038.430000 sec): 3 clusters
  Score: Raw -23671.576694 + Penalty 1775.745337 = -21895.831357
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 93 (764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8038.440000 sec): 2 clusters
  Score: Raw -88017.466529 + Penalty 1078.767266 = -86938.699263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8038.440000 sec): 3 clusters
  Score: Raw -87760.665968 + Penalty 2157.534531 = -85603.131437
  nChanged 229
		SP:Iteration 1F (8038.440000 sec): 3 clusters
  Score: Raw -87980.215988 + Penalty 2157.534531 = -85822.681457
  nChanged 56
		SP:Iteration 2F (8038.450000 sec): 3 clusters
  Score: Raw -88045.634895 + Penalty 2157.534531 = -85888.100364
  nChanged 29
		SP:Iteration 3Q (8038.450000 sec): 3 clusters
  Score: Raw -88080.721133 + Penalty 2157.534531 = -85923.186601
  nChanged 16
		SP:Iteration 4Q (8038.450000 sec): 3 clusters
  Score: Raw -88103.680485 + Penalty 2157.534531 = -85946.145954
  nChanged 10
		SP:Iteration 5Q (8038.450000 sec): 3 clusters
  Score: Raw -88115.810576 + Penalty 2157.534531 = -85958.276044
  nChanged 6
		SP:Iteration 6Q (8038.450000 sec): 3 clusters
  Score: Raw -88122.112965 + Penalty 2157.534531 = -85964.578433
  nChanged 5
		SP:Iteration 7Q (8038.450000 sec): 3 clusters
  Score: Raw -88127.913068 + Penalty 2157.534531 = -85970.378537
  nChanged 4
		SP:Iteration 8Q (8038.460000 sec): 3 clusters
  Score: Raw -88135.200729 + Penalty 2157.534531 = -85977.666198
  nChanged 4
		SP:Iteration 9Q (8038.460000 sec): 3 clusters
  Score: Raw -88140.675180 + Penalty 2157.534531 = -85983.140648
  nChanged 5
		SP:Iteration 10Q (8038.460000 sec): 3 clusters
  Score: Raw -88146.235508 + Penalty 2157.534531 = -85988.700976
  nChanged 3
		SP:Iteration 11Q (8038.460000 sec): 3 clusters
  Score: Raw -88149.003108 + Penalty 2157.534531 = -85991.468576
  nChanged 1
		SP:Iteration 12Q (8038.470000 sec): 3 clusters
  Score: Raw -88149.343320 + Penalty 2157.534531 = -85991.808788
  nChanged 0
		SP:Iteration 13F (8038.470000 sec): 3 clusters
  Score: Raw -88149.343320 + Penalty 2157.534531 = -85991.808788
  nChanged 0
Iteration 367F (8169.280000 sec): 96 clusters
  Score: Raw -174159762.199600 + Penalty 220075.147900 = -173939687.051700
  nChanged 13
Iteration 368F (8297.050000 sec): 96 clusters
  Score: Raw -174159820.110705 + Penalty 220075.147900 = -173939744.962805
  nChanged 4
Iteration 369Q (8309.690000 sec): 96 clusters
  Score: Raw -174159833.877169 + Penalty 220075.147900 = -173939758.729270
  nChanged 4
Iteration 370Q (8322.340000 sec): 96 clusters
  Score: Raw -174159846.651532 + Penalty 220075.147900 = -173939771.503632
  nChanged 4
Iteration 371Q (8334.690000 sec): 96 clusters
  Score: Raw -174159854.071666 + Penalty 220075.147900 = -173939778.923766
  nChanged 3
Iteration 372Q (8347.040000 sec): 96 clusters
  Score: Raw -174159857.969427 + Penalty 220075.147900 = -173939782.821528
  nChanged 1
Iteration 373Q (8359.390000 sec): 96 clusters
  Score: Raw -174159859.085121 + Penalty 220075.147900 = -173939783.937222
  nChanged 2
Iteration 374Q (8371.790000 sec): 96 clusters
  Score: Raw -174159862.143667 + Penalty 220075.147900 = -173939786.995767
  nChanged 2
Iteration 375Q (8384.180000 sec): 96 clusters
  Score: Raw -174159863.629215 + Penalty 220075.147900 = -173939788.481315
  nChanged 1
Iteration 376Q (8396.710000 sec): 96 clusters
  Score: Raw -174159865.239863 + Penalty 220075.147900 = -173939790.091963
  nChanged 1
Iteration 377Q (8409.290000 sec): 96 clusters
  Score: Raw -174159866.607175 + Penalty 220075.147900 = -173939791.459275
  nChanged 3
Iteration 378Q (8421.920000 sec): 96 clusters
  Score: Raw -174159873.239451 + Penalty 220075.147900 = -173939798.091552
  nChanged 3
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -174159873.239451 + Penalty 220075.147900 = -173939798.091552
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8422.220000 sec): 2 clusters
  Score: Raw -3165825.114687 + Penalty 1657.613600 = -3164167.501087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8422.290000 sec): 3 clusters
  Score: Raw -3149255.004953 + Penalty 3315.227199 = -3145939.777753
  nChanged 12322
		SP:Iteration 1F (8422.360000 sec): 3 clusters
  Score: Raw -3156375.795395 + Penalty 3315.227199 = -3153060.568196
  nChanged 1516
		SP:Iteration 2F (8422.440000 sec): 3 clusters
  Score: Raw -3157080.958066 + Penalty 3315.227199 = -3153765.730867
  nChanged 1516
		SP:Iteration 3F (8422.510000 sec): 3 clusters
  Score: Raw -3157861.169733 + Penalty 3315.227199 = -3154545.942533
  nChanged 1553
		SP:Iteration 4F (8422.580000 sec): 3 clusters
  Score: Raw -3158727.007671 + Penalty 3315.227199 = -3155411.780471
  nChanged 1516
		SP:Iteration 5F (8422.660000 sec): 3 clusters
  Score: Raw -3159627.735420 + Penalty 3315.227199 = -3156312.508220
  nChanged 1494
		SP:Iteration 6F (8422.730000 sec): 3 clusters
  Score: Raw -3160588.274671 + Penalty 3315.227199 = -3157273.047472
  nChanged 1400
		SP:Iteration 7F (8422.800000 sec): 3 clusters
  Score: Raw -3161541.536060 + Penalty 3315.227199 = -3158226.308860
  nChanged 1219
		SP:Iteration 8Q (8422.870000 sec): 3 clusters
  Score: Raw -3162410.595973 + Penalty 3315.227199 = -3159095.368774
  nChanged 1087
		SP:Iteration 9Q (8422.940000 sec): 3 clusters
  Score: Raw -3163198.896103 + Penalty 3315.227199 = -3159883.668903
  nChanged 949
		SP:Iteration 10Q (8423.010000 sec): 3 clusters
  Score: Raw -3163903.368871 + Penalty 3315.227199 = -3160588.141672
  nChanged 769
		SP:Iteration 11Q (8423.080000 sec): 3 clusters
  Score: Raw -3164475.762178 + Penalty 3315.227199 = -3161160.534978
  nChanged 596
		SP:Iteration 12Q (8423.140000 sec): 3 clusters
  Score: Raw -3164935.988624 + Penalty 3315.227199 = -3161620.761424
  nChanged 483
		SP:Iteration 13Q (8423.200000 sec): 3 clusters
  Score: Raw -3165300.268711 + Penalty 3315.227199 = -3161985.041512
  nChanged 364
		SP:Iteration 14Q (8423.260000 sec): 3 clusters
  Score: Raw -3165578.049813 + Penalty 3315.227199 = -3162262.822614
  nChanged 262
		SP:Iteration 15Q (8423.320000 sec): 3 clusters
  Score: Raw -3165763.256467 + Penalty 3315.227199 = -3162448.029268
  nChanged 191
		SP:Iteration 16Q (8423.380000 sec): 3 clusters
  Score: Raw -3165908.020906 + Penalty 3315.227199 = -3162592.793706
  nChanged 120
		SP:Iteration 17Q (8423.430000 sec): 3 clusters
  Score: Raw -3165996.118996 + Penalty 3315.227199 = -3162680.891797
  nChanged 95
		SP:Iteration 18Q (8423.490000 sec): 3 clusters
  Score: Raw -3166061.448809 + Penalty 3315.227199 = -3162746.221610
  nChanged 65
		SP:Iteration 19Q (8423.540000 sec): 3 clusters
  Score: Raw -3166108.213242 + Penalty 3315.227199 = -3162792.986042
  nChanged 51
		SP:Iteration 20F (8423.610000 sec): 3 clusters
  Score: Raw -3166136.274581 + Penalty 3315.227199 = -3162821.047381
  nChanged 37
		SP:Iteration 21Q (8423.670000 sec): 3 clusters
  Score: Raw -3166161.094599 + Penalty 3315.227199 = -3162845.867399
  nChanged 32
		SP:Iteration 22Q (8423.720000 sec): 3 clusters
  Score: Raw -3166180.992435 + Penalty 3315.227199 = -3162865.765236
  nChanged 27
		SP:Iteration 23Q (8423.770000 sec): 3 clusters
  Score: Raw -3166198.989462 + Penalty 3315.227199 = -3162883.762263
  nChanged 22
		SP:Iteration 24Q (8423.820000 sec): 3 clusters
  Score: Raw -3166220.451017 + Penalty 3315.227199 = -3162905.223817
  nChanged 23
		SP:Iteration 25Q (8423.870000 sec): 3 clusters
  Score: Raw -3166239.982544 + Penalty 3315.227199 = -3162924.755344
  nChanged 24
		SP:Iteration 26Q (8423.930000 sec): 3 clusters
  Score: Raw -3166261.196595 + Penalty 3315.227199 = -3162945.969395
  nChanged 22
		SP:Iteration 27Q (8423.980000 sec): 3 clusters
  Score: Raw -3166276.366806 + Penalty 3315.227199 = -3162961.139607
  nChanged 17
		SP:Iteration 28Q (8424.030000 sec): 3 clusters
  Score: Raw -3166290.413271 + Penalty 3315.227199 = -3162975.186071
  nChanged 19
		SP:Iteration 29Q (8424.080000 sec): 3 clusters
  Score: Raw -3166303.707112 + Penalty 3315.227199 = -3162988.479913
  nChanged 16
		SP:Iteration 30Q (8424.130000 sec): 3 clusters
  Score: Raw -3166317.363168 + Penalty 3315.227199 = -3163002.135969
  nChanged 16
		SP:Iteration 31Q (8424.190000 sec): 3 clusters
  Score: Raw -3166334.718846 + Penalty 3315.227199 = -3163019.491647
  nChanged 19
		SP:Iteration 32Q (8424.240000 sec): 3 clusters
  Score: Raw -3166348.471091 + Penalty 3315.227199 = -3163033.243891
  nChanged 17
		SP:Iteration 33Q (8424.290000 sec): 3 clusters
  Score: Raw -3166365.432930 + Penalty 3315.227199 = -3163050.205731
  nChanged 17
		SP:Iteration 34Q (8424.340000 sec): 3 clusters
  Score: Raw -3166377.131032 + Penalty 3315.227199 = -3163061.903833
  nChanged 12
		SP:Iteration 35Q (8424.390000 sec): 3 clusters
  Score: Raw -3166386.623864 + Penalty 3315.227199 = -3163071.396665
  nChanged 10
		SP:Iteration 36Q (8424.440000 sec): 3 clusters
  Score: Raw -3166395.360674 + Penalty 3315.227199 = -3163080.133475
  nChanged 12
		SP:Iteration 37Q (8424.490000 sec): 3 clusters
  Score: Raw -3166403.825324 + Penalty 3315.227199 = -3163088.598124
  nChanged 8
		SP:Iteration 38Q (8424.540000 sec): 3 clusters
  Score: Raw -3166410.834183 + Penalty 3315.227199 = -3163095.606984
  nChanged 9
		SP:Iteration 39Q (8424.590000 sec): 3 clusters
  Score: Raw -3166417.987179 + Penalty 3315.227199 = -3163102.759980
  nChanged 6
		SP:Iteration 40F (8424.670000 sec): 3 clusters
  Score: Raw -3166422.243807 + Penalty 3315.227199 = -3163107.016607
  nChanged 11
		SP:Iteration 41Q (8424.710000 sec): 3 clusters
  Score: Raw -3166428.313255 + Penalty 3315.227199 = -3163113.086055
  nChanged 13
		SP:Iteration 42Q (8424.770000 sec): 3 clusters
  Score: Raw -3166437.937410 + Penalty 3315.227199 = -3163122.710211
  nChanged 14
		SP:Iteration 43Q (8424.810000 sec): 3 clusters
  Score: Raw -3166450.103593 + Penalty 3315.227199 = -3163134.876394
  nChanged 6
		SP:Iteration 44Q (8424.870000 sec): 3 clusters
  Score: Raw -3166454.637548 + Penalty 3315.227199 = -3163139.410349
  nChanged 6
		SP:Iteration 45Q (8424.920000 sec): 3 clusters
  Score: Raw -3166459.861271 + Penalty 3315.227199 = -3163144.634071
  nChanged 8
		SP:Iteration 46Q (8424.970000 sec): 3 clusters
  Score: Raw -3166466.324274 + Penalty 3315.227199 = -3163151.097075
  nChanged 5
		SP:Iteration 47Q (8425.020000 sec): 3 clusters
  Score: Raw -3166470.079428 + Penalty 3315.227199 = -3163154.852229
  nChanged 4
		SP:Iteration 48Q (8425.070000 sec): 3 clusters
  Score: Raw -3166472.176281 + Penalty 3315.227199 = -3163156.949081
  nChanged 2
		SP:Iteration 49Q (8425.120000 sec): 3 clusters
  Score: Raw -3166474.055160 + Penalty 3315.227199 = -3163158.827961
  nChanged 3
		SP:Iteration 50Q (8425.170000 sec): 3 clusters
  Score: Raw -3166476.059249 + Penalty 3315.227199 = -3163160.832050
  nChanged 1
		SP:Iteration 51Q (8425.220000 sec): 3 clusters
  Score: Raw -3166477.097995 + Penalty 3315.227199 = -3163161.870796
  nChanged 1
		SP:Iteration 52Q (8425.270000 sec): 3 clusters
  Score: Raw -3166477.710953 + Penalty 3315.227199 = -3163162.483754
  nChanged 1
		SP:Iteration 53Q (8425.320000 sec): 3 clusters
  Score: Raw -3166478.129370 + Penalty 3315.227199 = -3163162.902170
  nChanged 2
		SP:Iteration 54Q (8425.370000 sec): 3 clusters
  Score: Raw -3166479.536096 + Penalty 3315.227199 = -3163164.308897
  nChanged 2
		SP:Iteration 55Q (8425.420000 sec): 3 clusters
  Score: Raw -3166480.734768 + Penalty 3315.227199 = -3163165.507569
  nChanged 1
		SP:Iteration 56Q (8425.470000 sec): 3 clusters
  Score: Raw -3166483.037861 + Penalty 3315.227199 = -3163167.810662
  nChanged 2
		SP:Iteration 57Q (8425.520000 sec): 3 clusters
  Score: Raw -3166483.751767 + Penalty 3315.227199 = -3163168.524567
  nChanged 1
		SP:Iteration 58Q (8425.570000 sec): 3 clusters
  Score: Raw -3166484.027895 + Penalty 3315.227199 = -3163168.800696
  nChanged 1
		SP:Iteration 59Q (8425.620000 sec): 3 clusters
  Score: Raw -3166485.065472 + Penalty 3315.227199 = -3163169.838272
  nChanged 3
		SP:Iteration 60F (8425.690000 sec): 3 clusters
  Score: Raw -3166487.094524 + Penalty 3315.227199 = -3163171.867325
  nChanged 1
		SP:Iteration 61Q (8425.750000 sec): 3 clusters
  Score: Raw -3166488.256644 + Penalty 3315.227199 = -3163173.029444
  nChanged 4
		SP:Iteration 62Q (8425.790000 sec): 3 clusters
  Score: Raw -3166490.252009 + Penalty 3315.227199 = -3163175.024809
  nChanged 3
		SP:Iteration 63Q (8425.850000 sec): 3 clusters
  Score: Raw -3166493.011711 + Penalty 3315.227199 = -3163177.784512
  nChanged 5
		SP:Iteration 64Q (8425.900000 sec): 3 clusters
  Score: Raw -3166498.650727 + Penalty 3315.227199 = -3163183.423528
  nChanged 4
		SP:Iteration 65Q (8425.950000 sec): 3 clusters
  Score: Raw -3166504.955429 + Penalty 3315.227199 = -3163189.728230
  nChanged 8
		SP:Iteration 66Q (8426.000000 sec): 3 clusters
  Score: Raw -3166515.577466 + Penalty 3315.227199 = -3163200.350267
  nChanged 7
		SP:Iteration 67Q (8426.050000 sec): 3 clusters
  Score: Raw -3166521.907307 + Penalty 3315.227199 = -3163206.680107
  nChanged 6
		SP:Iteration 68Q (8426.100000 sec): 3 clusters
  Score: Raw -3166527.621175 + Penalty 3315.227199 = -3163212.393976
  nChanged 8
		SP:Iteration 69Q (8426.150000 sec): 3 clusters
  Score: Raw -3166535.830238 + Penalty 3315.227199 = -3163220.603039
  nChanged 4
		SP:Iteration 70Q (8426.200000 sec): 3 clusters
  Score: Raw -3166538.591799 + Penalty 3315.227199 = -3163223.364599
  nChanged 4
		SP:Iteration 71Q (8426.250000 sec): 3 clusters
  Score: Raw -3166541.509684 + Penalty 3315.227199 = -3163226.282485
  nChanged 1
		SP:Iteration 72Q (8426.300000 sec): 3 clusters
  Score: Raw -3166543.194497 + Penalty 3315.227199 = -3163227.967297
  nChanged 6
		SP:Iteration 73Q (8426.350000 sec): 3 clusters
  Score: Raw -3166548.030800 + Penalty 3315.227199 = -3163232.803601
  nChanged 3
		SP:Iteration 74Q (8426.410000 sec): 3 clusters
  Score: Raw -3166548.896257 + Penalty 3315.227199 = -3163233.669058
  nChanged 3
		SP:Iteration 75Q (8426.450000 sec): 3 clusters
  Score: Raw -3166550.918524 + Penalty 3315.227199 = -3163235.691324
  nChanged 3
		SP:Iteration 76Q (8426.510000 sec): 3 clusters
  Score: Raw -3166552.784053 + Penalty 3315.227199 = -3163237.556853
  nChanged 2
		SP:Iteration 77Q (8426.550000 sec): 3 clusters
  Score: Raw -3166555.933373 + Penalty 3315.227199 = -3163240.706174
  nChanged 3
		SP:Iteration 78Q (8426.610000 sec): 3 clusters
  Score: Raw -3166557.960211 + Penalty 3315.227199 = -3163242.733012
  nChanged 1
		SP:Iteration 79Q (8426.650000 sec): 3 clusters
  Score: Raw -3166558.166832 + Penalty 3315.227199 = -3163242.939632
  nChanged 0
		SP:Iteration 80F (8426.730000 sec): 3 clusters
  Score: Raw -3166558.166832 + Penalty 3315.227199 = -3163242.939632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8426.770000 sec): 2 clusters
  Score: Raw -1108259.233723 + Penalty 1484.222234 = -1106775.011489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8426.790000 sec): 3 clusters
  Score: Raw -1103000.997204 + Penalty 2968.444468 = -1100032.552736
  nChanged 3996
		SP:Iteration 1F (8426.810000 sec): 3 clusters
  Score: Raw -1105165.301640 + Penalty 2968.444468 = -1102196.857172
  nChanged 658
		SP:Iteration 2F (8426.840000 sec): 3 clusters
  Score: Raw -1105504.312735 + Penalty 2968.444468 = -1102535.868266
  nChanged 594
		SP:Iteration 3F (8426.860000 sec): 3 clusters
  Score: Raw -1105842.243820 + Penalty 2968.444468 = -1102873.799351
  nChanged 569
		SP:Iteration 4F (8426.890000 sec): 3 clusters
  Score: Raw -1106201.887687 + Penalty 2968.444468 = -1103233.443219
  nChanged 546
		SP:Iteration 5F (8426.910000 sec): 3 clusters
  Score: Raw -1106626.082150 + Penalty 2968.444468 = -1103657.637681
  nChanged 579
		SP:Iteration 6F (8426.930000 sec): 3 clusters
  Score: Raw -1107099.500699 + Penalty 2968.444468 = -1104131.056231
  nChanged 558
		SP:Iteration 7F (8426.960000 sec): 3 clusters
  Score: Raw -1107550.758575 + Penalty 2968.444468 = -1104582.314106
  nChanged 486
		SP:Iteration 8F (8426.980000 sec): 3 clusters
  Score: Raw -1107964.614420 + Penalty 2968.444468 = -1104996.169952
  nChanged 384
		SP:Iteration 9Q (8427.010000 sec): 3 clusters
  Score: Raw -1108304.533017 + Penalty 2968.444468 = -1105336.088548
  nChanged 289
		SP:Iteration 10Q (8427.030000 sec): 3 clusters
  Score: Raw -1108561.779812 + Penalty 2968.444468 = -1105593.335344
  nChanged 162
		SP:Iteration 11Q (8427.050000 sec): 3 clusters
  Score: Raw -1108699.344257 + Penalty 2968.444468 = -1105730.899788
  nChanged 106
		SP:Iteration 12Q (8427.070000 sec): 3 clusters
  Score: Raw -1108783.603536 + Penalty 2968.444468 = -1105815.159068
  nChanged 75
		SP:Iteration 13Q (8427.090000 sec): 3 clusters
  Score: Raw -1108845.928311 + Penalty 2968.444468 = -1105877.483843
  nChanged 54
		SP:Iteration 14Q (8427.120000 sec): 3 clusters
  Score: Raw -1108891.955869 + Penalty 2968.444468 = -1105923.511401
  nChanged 36
		SP:Iteration 15Q (8427.140000 sec): 3 clusters
  Score: Raw -1108923.140926 + Penalty 2968.444468 = -1105954.696458
  nChanged 26
		SP:Iteration 16Q (8427.160000 sec): 3 clusters
  Score: Raw -1108946.954293 + Penalty 2968.444468 = -1105978.509825
  nChanged 25
		SP:Iteration 17Q (8427.180000 sec): 3 clusters
  Score: Raw -1108977.190921 + Penalty 2968.444468 = -1106008.746452
  nChanged 22
		SP:Iteration 18Q (8427.190000 sec): 3 clusters
  Score: Raw -1108990.333844 + Penalty 2968.444468 = -1106021.889376
  nChanged 14
		SP:Iteration 19Q (8427.210000 sec): 3 clusters
  Score: Raw -1108997.195159 + Penalty 2968.444468 = -1106028.750691
  nChanged 7
		SP:Iteration 20F (8427.240000 sec): 3 clusters
  Score: Raw -1109001.906767 + Penalty 2968.444468 = -1106033.462298
  nChanged 4
		SP:Iteration 21Q (8427.260000 sec): 3 clusters
  Score: Raw -1109013.103425 + Penalty 2968.444468 = -1106044.658957
  nChanged 11
		SP:Iteration 22Q (8427.270000 sec): 3 clusters
  Score: Raw -1109029.744229 + Penalty 2968.444468 = -1106061.299760
  nChanged 14
		SP:Iteration 23Q (8427.290000 sec): 3 clusters
  Score: Raw -1109039.624376 + Penalty 2968.444468 = -1106071.179908
  nChanged 6
		SP:Iteration 24Q (8427.310000 sec): 3 clusters
  Score: Raw -1109042.108933 + Penalty 2968.444468 = -1106073.664465
  nChanged 1
		SP:Iteration 25Q (8427.330000 sec): 3 clusters
  Score: Raw -1109042.649268 + Penalty 2968.444468 = -1106074.204799
  nChanged 1
		SP:Iteration 26Q (8427.350000 sec): 3 clusters
  Score: Raw -1109043.120180 + Penalty 2968.444468 = -1106074.675712
  nChanged 0
		SP:Iteration 27F (8427.370000 sec): 3 clusters
  Score: Raw -1109043.120180 + Penalty 2968.444468 = -1106074.675712
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8427.390000 sec): 2 clusters
  Score: Raw -941213.714002 + Penalty 1462.758814 = -939750.955188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8427.420000 sec): 3 clusters
  Score: Raw -936750.987527 + Penalty 2925.517628 = -933825.469899
  nChanged 3425
		SP:Iteration 1F (8427.440000 sec): 3 clusters
  Score: Raw -938569.130697 + Penalty 2925.517628 = -935643.613070
  nChanged 487
		SP:Iteration 2F (8427.460000 sec): 3 clusters
  Score: Raw -938784.102599 + Penalty 2925.517628 = -935858.584972
  nChanged 430
		SP:Iteration 3F (8427.480000 sec): 3 clusters
  Score: Raw -938989.152214 + Penalty 2925.517628 = -936063.634586
  nChanged 407
		SP:Iteration 4F (8427.500000 sec): 3 clusters
  Score: Raw -939183.127231 + Penalty 2925.517628 = -936257.609603
  nChanged 413
		SP:Iteration 5F (8427.520000 sec): 3 clusters
  Score: Raw -939395.607142 + Penalty 2925.517628 = -936470.089514
  nChanged 393
		SP:Iteration 6Q (8427.540000 sec): 3 clusters
  Score: Raw -939619.033325 + Penalty 2925.517628 = -936693.515697
  nChanged 379
		SP:Iteration 7Q (8427.560000 sec): 3 clusters
  Score: Raw -939826.223022 + Penalty 2925.517628 = -936900.705394
  nChanged 392
		SP:Iteration 8Q (8427.580000 sec): 3 clusters
  Score: Raw -940044.006203 + Penalty 2925.517628 = -937118.488575
  nChanged 359
		SP:Iteration 9Q (8427.600000 sec): 3 clusters
  Score: Raw -940254.105824 + Penalty 2925.517628 = -937328.588196
  nChanged 328
		SP:Iteration 10Q (8427.620000 sec): 3 clusters
  Score: Raw -940449.599029 + Penalty 2925.517628 = -937524.081401
  nChanged 273
		SP:Iteration 11Q (8427.640000 sec): 3 clusters
  Score: Raw -940609.187466 + Penalty 2925.517628 = -937683.669838
  nChanged 222
		SP:Iteration 12Q (8427.670000 sec): 3 clusters
  Score: Raw -940728.351698 + Penalty 2925.517628 = -937802.834070
  nChanged 181
		SP:Iteration 13Q (8427.690000 sec): 3 clusters
  Score: Raw -940828.160840 + Penalty 2925.517628 = -937902.643212
  nChanged 169
		SP:Iteration 14Q (8427.710000 sec): 3 clusters
  Score: Raw -940931.115431 + Penalty 2925.517628 = -938005.597803
  nChanged 148
		SP:Iteration 15Q (8427.730000 sec): 3 clusters
  Score: Raw -941020.683876 + Penalty 2925.517628 = -938095.166249
  nChanged 117
		SP:Iteration 16Q (8427.750000 sec): 3 clusters
  Score: Raw -941090.143581 + Penalty 2925.517628 = -938164.625953
  nChanged 107
		SP:Iteration 17Q (8427.770000 sec): 3 clusters
  Score: Raw -941153.431786 + Penalty 2925.517628 = -938227.914158
  nChanged 83
		SP:Iteration 18Q (8427.790000 sec): 3 clusters
  Score: Raw -941203.363401 + Penalty 2925.517628 = -938277.845773
  nChanged 52
		SP:Iteration 19Q (8427.810000 sec): 3 clusters
  Score: Raw -941229.805363 + Penalty 2925.517628 = -938304.287736
  nChanged 42
		SP:Iteration 20F (8427.830000 sec): 3 clusters
  Score: Raw -941254.853261 + Penalty 2925.517628 = -938329.335633
  nChanged 42
		SP:Iteration 21Q (8427.850000 sec): 3 clusters
  Score: Raw -941278.927802 + Penalty 2925.517628 = -938353.410174
  nChanged 31
		SP:Iteration 22Q (8427.870000 sec): 3 clusters
  Score: Raw -941297.087594 + Penalty 2925.517628 = -938371.569966
  nChanged 29
		SP:Iteration 23Q (8427.890000 sec): 3 clusters
  Score: Raw -941313.418578 + Penalty 2925.517628 = -938387.900950
  nChanged 26
		SP:Iteration 24Q (8427.910000 sec): 3 clusters
  Score: Raw -941329.316163 + Penalty 2925.517628 = -938403.798536
  nChanged 19
		SP:Iteration 25Q (8427.930000 sec): 3 clusters
  Score: Raw -941341.338178 + Penalty 2925.517628 = -938415.820550
  nChanged 10
		SP:Iteration 26Q (8427.950000 sec): 3 clusters
  Score: Raw -941347.128786 + Penalty 2925.517628 = -938421.611158
  nChanged 16
		SP:Iteration 27Q (8427.970000 sec): 3 clusters
  Score: Raw -941357.436969 + Penalty 2925.517628 = -938431.919341
  nChanged 13
		SP:Iteration 28Q (8427.980000 sec): 3 clusters
  Score: Raw -941367.634925 + Penalty 2925.517628 = -938442.117297
  nChanged 11
		SP:Iteration 29Q (8428.000000 sec): 3 clusters
  Score: Raw -941377.271725 + Penalty 2925.517628 = -938451.754097
  nChanged 14
		SP:Iteration 30Q (8428.020000 sec): 3 clusters
  Score: Raw -941387.379560 + Penalty 2925.517628 = -938461.861932
  nChanged 7
		SP:Iteration 31Q (8428.040000 sec): 3 clusters
  Score: Raw -941392.356477 + Penalty 2925.517628 = -938466.838849
  nChanged 4
		SP:Iteration 32Q (8428.060000 sec): 3 clusters
  Score: Raw -941396.074946 + Penalty 2925.517628 = -938470.557318
  nChanged 7
		SP:Iteration 33Q (8428.070000 sec): 3 clusters
  Score: Raw -941403.193001 + Penalty 2925.517628 = -938477.675373
  nChanged 6
		SP:Iteration 34Q (8428.090000 sec): 3 clusters
  Score: Raw -941407.910353 + Penalty 2925.517628 = -938482.392725
  nChanged 7
		SP:Iteration 35Q (8428.110000 sec): 3 clusters
  Score: Raw -941412.358359 + Penalty 2925.517628 = -938486.840731
  nChanged 1
		SP:Iteration 36Q (8428.130000 sec): 3 clusters
  Score: Raw -941412.600751 + Penalty 2925.517628 = -938487.083123
  nChanged 1
		SP:Iteration 37Q (8428.150000 sec): 3 clusters
  Score: Raw -941412.741530 + Penalty 2925.517628 = -938487.223902
  nChanged 0
		SP:Iteration 38F (8428.170000 sec): 3 clusters
  Score: Raw -941412.741530 + Penalty 2925.517628 = -938487.223902
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (42033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8428.310000 sec): 2 clusters
  Score: Raw -4812031.375360 + Penalty 1730.009174 = -4810301.366186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8428.430000 sec): 3 clusters
  Score: Raw -4785672.164447 + Penalty 3460.018348 = -4782212.146099
  nChanged 19746
		SP:Iteration 1F (8428.540000 sec): 3 clusters
  Score: Raw -4796739.545511 + Penalty 3460.018348 = -4793279.527162
  nChanged 1948
		SP:Iteration 2Q (8428.660000 sec): 3 clusters
  Score: Raw -4797411.061833 + Penalty 3460.018348 = -4793951.043485
  nChanged 2004
		SP:Iteration 3Q (8428.770000 sec): 3 clusters
  Score: Raw -4798251.605994 + Penalty 3460.018348 = -4794791.587645
  nChanged 2190
		SP:Iteration 4F (8428.890000 sec): 3 clusters
  Score: Raw -4799238.533369 + Penalty 3460.018348 = -4795778.515020
  nChanged 2273
		SP:Iteration 5F (8429.000000 sec): 3 clusters
  Score: Raw -4800282.880932 + Penalty 3460.018348 = -4796822.862583
  nChanged 2231
		SP:Iteration 6F (8429.120000 sec): 3 clusters
  Score: Raw -4801308.402756 + Penalty 3460.018348 = -4797848.384407
  nChanged 2123
		SP:Iteration 7F (8429.230000 sec): 3 clusters
  Score: Raw -4802222.300820 + Penalty 3460.018348 = -4798762.282472
  nChanged 1900
		SP:Iteration 8Q (8429.350000 sec): 3 clusters
  Score: Raw -4802994.259747 + Penalty 3460.018348 = -4799534.241398
  nChanged 1660
		SP:Iteration 9Q (8429.470000 sec): 3 clusters
  Score: Raw -4803682.707527 + Penalty 3460.018348 = -4800222.689178
  nChanged 1495
		SP:Iteration 10Q (8429.580000 sec): 3 clusters
  Score: Raw -4804381.450631 + Penalty 3460.018348 = -4800921.432283
  nChanged 1543
		SP:Iteration 11Q (8429.700000 sec): 3 clusters
  Score: Raw -4805218.910523 + Penalty 3460.018348 = -4801758.892175
  nChanged 1604
		SP:Iteration 12Q (8429.810000 sec): 3 clusters
  Score: Raw -4806269.198467 + Penalty 3460.018348 = -4802809.180118
  nChanged 1585
		SP:Iteration 13Q (8429.930000 sec): 3 clusters
  Score: Raw -4807412.041440 + Penalty 3460.018348 = -4803952.023091
  nChanged 1415
		SP:Iteration 14Q (8430.040000 sec): 3 clusters
  Score: Raw -4808524.620247 + Penalty 3460.018348 = -4805064.601898
  nChanged 1232
		SP:Iteration 15Q (8430.150000 sec): 3 clusters
  Score: Raw -4809490.204051 + Penalty 3460.018348 = -4806030.185703
  nChanged 940
		SP:Iteration 16Q (8430.250000 sec): 3 clusters
  Score: Raw -4810177.517160 + Penalty 3460.018348 = -4806717.498811
  nChanged 693
		SP:Iteration 17Q (8430.350000 sec): 3 clusters
  Score: Raw -4810662.761955 + Penalty 3460.018348 = -4807202.743606
  nChanged 567
		SP:Iteration 18Q (8430.450000 sec): 3 clusters
  Score: Raw -4811052.429633 + Penalty 3460.018348 = -4807592.411284
  nChanged 446
		SP:Iteration 19Q (8430.540000 sec): 3 clusters
  Score: Raw -4811321.686577 + Penalty 3460.018348 = -4807861.668229
  nChanged 340
		SP:Iteration 20F (8430.660000 sec): 3 clusters
  Score: Raw -4811509.924042 + Penalty 3460.018348 = -4808049.905693
  nChanged 275
		SP:Iteration 21Q (8430.750000 sec): 3 clusters
  Score: Raw -4811662.244263 + Penalty 3460.018348 = -4808202.225914
  nChanged 217
		SP:Iteration 22Q (8430.830000 sec): 3 clusters
  Score: Raw -4811770.333062 + Penalty 3460.018348 = -4808310.314714
  nChanged 183
		SP:Iteration 23Q (8430.920000 sec): 3 clusters
  Score: Raw -4811852.068690 + Penalty 3460.018348 = -4808392.050341
  nChanged 160
		SP:Iteration 24Q (8431.010000 sec): 3 clusters
  Score: Raw -4811919.772765 + Penalty 3460.018348 = -4808459.754416
  nChanged 139
		SP:Iteration 25Q (8431.090000 sec): 3 clusters
  Score: Raw -4811984.661323 + Penalty 3460.018348 = -4808524.642975
  nChanged 124
		SP:Iteration 26Q (8431.180000 sec): 3 clusters
  Score: Raw -4812042.926463 + Penalty 3460.018348 = -4808582.908115
  nChanged 110
		SP:Iteration 27Q (8431.260000 sec): 3 clusters
  Score: Raw -4812088.641943 + Penalty 3460.018348 = -4808628.623595
  nChanged 89
		SP:Iteration 28Q (8431.340000 sec): 3 clusters
  Score: Raw -4812126.056098 + Penalty 3460.018348 = -4808666.037750
  nChanged 81
		SP:Iteration 29Q (8431.430000 sec): 3 clusters
  Score: Raw -4812163.248748 + Penalty 3460.018348 = -4808703.230400
  nChanged 74
		SP:Iteration 30Q (8431.510000 sec): 3 clusters
  Score: Raw -4812198.105733 + Penalty 3460.018348 = -4808738.087384
  nChanged 59
		SP:Iteration 31Q (8431.590000 sec): 3 clusters
  Score: Raw -4812222.719757 + Penalty 3460.018348 = -4808762.701409
  nChanged 39
		SP:Iteration 32Q (8431.670000 sec): 3 clusters
  Score: Raw -4812237.254313 + Penalty 3460.018348 = -4808777.235964
  nChanged 38
		SP:Iteration 33Q (8431.750000 sec): 3 clusters
  Score: Raw -4812250.844506 + Penalty 3460.018348 = -4808790.826158
  nChanged 25
		SP:Iteration 34Q (8431.830000 sec): 3 clusters
  Score: Raw -4812261.496482 + Penalty 3460.018348 = -4808801.478134
  nChanged 23
		SP:Iteration 35Q (8431.920000 sec): 3 clusters
  Score: Raw -4812270.403099 + Penalty 3460.018348 = -4808810.384751
  nChanged 21
		SP:Iteration 36Q (8432.000000 sec): 3 clusters
  Score: Raw -4812278.771434 + Penalty 3460.018348 = -4808818.753085
  nChanged 19
		SP:Iteration 37Q (8432.080000 sec): 3 clusters
  Score: Raw -4812287.694032 + Penalty 3460.018348 = -4808827.675683
  nChanged 12
		SP:Iteration 38Q (8432.160000 sec): 3 clusters
  Score: Raw -4812293.643942 + Penalty 3460.018348 = -4808833.625594
  nChanged 17
		SP:Iteration 39Q (8432.240000 sec): 3 clusters
  Score: Raw -4812300.347671 + Penalty 3460.018348 = -4808840.329323
  nChanged 11
		SP:Iteration 40F (8432.350000 sec): 3 clusters
  Score: Raw -4812305.135815 + Penalty 3460.018348 = -4808845.117467
  nChanged 9
		SP:Iteration 41Q (8432.440000 sec): 3 clusters
  Score: Raw -4812310.273209 + Penalty 3460.018348 = -4808850.254861
  nChanged 13
		SP:Iteration 42Q (8432.520000 sec): 3 clusters
  Score: Raw -4812316.042612 + Penalty 3460.018348 = -4808856.024263
  nChanged 8
		SP:Iteration 43Q (8432.610000 sec): 3 clusters
  Score: Raw -4812318.299387 + Penalty 3460.018348 = -4808858.281038
  nChanged 4
		SP:Iteration 44Q (8432.700000 sec): 3 clusters
  Score: Raw -4812321.361681 + Penalty 3460.018348 = -4808861.343333
  nChanged 8
		SP:Iteration 45Q (8432.780000 sec): 3 clusters
  Score: Raw -4812327.359606 + Penalty 3460.018348 = -4808867.341258
  nChanged 7
		SP:Iteration 46Q (8432.860000 sec): 3 clusters
  Score: Raw -4812331.057907 + Penalty 3460.018348 = -4808871.039558
  nChanged 4
		SP:Iteration 47Q (8432.940000 sec): 3 clusters
  Score: Raw -4812332.827288 + Penalty 3460.018348 = -4808872.808940
  nChanged 1
		SP:Iteration 48Q (8433.030000 sec): 3 clusters
  Score: Raw -4812333.669884 + Penalty 3460.018348 = -4808873.651536
  nChanged 1
		SP:Iteration 49Q (8433.110000 sec): 3 clusters
  Score: Raw -4812334.106960 + Penalty 3460.018348 = -4808874.088611
  nChanged 1
		SP:Iteration 50Q (8433.190000 sec): 3 clusters
  Score: Raw -4812334.596764 + Penalty 3460.018348 = -4808874.578415
  nChanged 0
		SP:Iteration 51F (8433.300000 sec): 3 clusters
  Score: Raw -4812334.596764 + Penalty 3460.018348 = -4808874.578415
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8433.640000 sec): 2 clusters
  Score: Raw -13058282.956273 + Penalty 1887.225186 = -13056395.731088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8433.940000 sec): 3 clusters
  Score: Raw -12985919.664734 + Penalty 3774.450372 = -12982145.214363
  nChanged 53079
		SP:Iteration 1F (8434.240000 sec): 3 clusters
  Score: Raw -13018412.162098 + Penalty 3774.450372 = -13014637.711726
  nChanged 5421
		SP:Iteration 2Q (8434.550000 sec): 3 clusters
  Score: Raw -13020876.960242 + Penalty 3774.450372 = -13017102.509871
  nChanged 6848
		SP:Iteration 3F (8434.850000 sec): 3 clusters
  Score: Raw -13024504.424173 + Penalty 3774.450372 = -13020729.973802
  nChanged 7544
		SP:Iteration 4F (8435.150000 sec): 3 clusters
  Score: Raw -13028897.282307 + Penalty 3774.450372 = -13025122.831935
  nChanged 7647
		SP:Iteration 5F (8435.440000 sec): 3 clusters
  Score: Raw -13033320.386888 + Penalty 3774.450372 = -13029545.936516
  nChanged 6966
		SP:Iteration 6F (8435.740000 sec): 3 clusters
  Score: Raw -13037108.220492 + Penalty 3774.450372 = -13033333.770120
  nChanged 5760
		SP:Iteration 7F (8436.050000 sec): 3 clusters
  Score: Raw -13040192.658040 + Penalty 3774.450372 = -13036418.207668
  nChanged 4971
		SP:Iteration 8Q (8436.360000 sec): 3 clusters
  Score: Raw -13043016.016404 + Penalty 3774.450372 = -13039241.566032
  nChanged 4537
		SP:Iteration 9Q (8436.670000 sec): 3 clusters
  Score: Raw -13045831.145844 + Penalty 3774.450372 = -13042056.695472
  nChanged 4135
		SP:Iteration 10Q (8436.970000 sec): 3 clusters
  Score: Raw -13048618.692272 + Penalty 3774.450372 = -13044844.241900
  nChanged 3764
		SP:Iteration 11Q (8437.270000 sec): 3 clusters
  Score: Raw -13051332.440940 + Penalty 3774.450372 = -13047557.990569
  nChanged 3103
		SP:Iteration 12Q (8437.570000 sec): 3 clusters
  Score: Raw -13053687.837169 + Penalty 3774.450372 = -13049913.386798
  nChanged 2286
		SP:Iteration 13Q (8437.840000 sec): 3 clusters
  Score: Raw -13055401.807049 + Penalty 3774.450372 = -13051627.356678
  nChanged 1568
		SP:Iteration 14Q (8438.110000 sec): 3 clusters
  Score: Raw -13056566.402129 + Penalty 3774.450372 = -13052791.951757
  nChanged 1041
		SP:Iteration 15Q (8438.350000 sec): 3 clusters
  Score: Raw -13057316.913939 + Penalty 3774.450372 = -13053542.463568
  nChanged 710
		SP:Iteration 16Q (8438.580000 sec): 3 clusters
  Score: Raw -13057747.791084 + Penalty 3774.450372 = -13053973.340712
  nChanged 490
		SP:Iteration 17Q (8438.810000 sec): 3 clusters
  Score: Raw -13057999.987353 + Penalty 3774.450372 = -13054225.536982
  nChanged 371
		SP:Iteration 18Q (8439.030000 sec): 3 clusters
  Score: Raw -13058171.692376 + Penalty 3774.450372 = -13054397.242005
  nChanged 299
		SP:Iteration 19Q (8439.250000 sec): 3 clusters
  Score: Raw -13058294.576353 + Penalty 3774.450372 = -13054520.125981
  nChanged 240
		SP:Iteration 20F (8439.550000 sec): 3 clusters
  Score: Raw -13058385.245581 + Penalty 3774.450372 = -13054610.795210
  nChanged 197
		SP:Iteration 21Q (8439.760000 sec): 3 clusters
  Score: Raw -13058441.122530 + Penalty 3774.450372 = -13054666.672158
  nChanged 146
		SP:Iteration 22Q (8439.980000 sec): 3 clusters
  Score: Raw -13058477.994099 + Penalty 3774.450372 = -13054703.543728
  nChanged 115
		SP:Iteration 23Q (8440.190000 sec): 3 clusters
  Score: Raw -13058512.755746 + Penalty 3774.450372 = -13054738.305374
  nChanged 114
		SP:Iteration 24Q (8440.410000 sec): 3 clusters
  Score: Raw -13058547.594436 + Penalty 3774.450372 = -13054773.144064
  nChanged 93
		SP:Iteration 25Q (8440.620000 sec): 3 clusters
  Score: Raw -13058579.319153 + Penalty 3774.450372 = -13054804.868781
  nChanged 81
		SP:Iteration 26Q (8440.830000 sec): 3 clusters
  Score: Raw -13058600.455571 + Penalty 3774.450372 = -13054826.005199
  nChanged 68
		SP:Iteration 27Q (8441.050000 sec): 3 clusters
  Score: Raw -13058614.747556 + Penalty 3774.450372 = -13054840.297185
  nChanged 51
		SP:Iteration 28Q (8441.260000 sec): 3 clusters
  Score: Raw -13058628.348067 + Penalty 3774.450372 = -13054853.897696
  nChanged 47
		SP:Iteration 29Q (8441.470000 sec): 3 clusters
  Score: Raw -13058638.921132 + Penalty 3774.450372 = -13054864.470761
  nChanged 41
		SP:Iteration 30Q (8441.690000 sec): 3 clusters
  Score: Raw -13058645.939902 + Penalty 3774.450372 = -13054871.489531
  nChanged 19
		SP:Iteration 31Q (8441.900000 sec): 3 clusters
  Score: Raw -13058650.745779 + Penalty 3774.450372 = -13054876.295407
  nChanged 36
		SP:Iteration 32Q (8442.110000 sec): 3 clusters
  Score: Raw -13058658.239715 + Penalty 3774.450372 = -13054883.789343
  nChanged 31
		SP:Iteration 33Q (8442.330000 sec): 3 clusters
  Score: Raw -13058664.094138 + Penalty 3774.450372 = -13054889.643766
  nChanged 30
		SP:Iteration 34Q (8442.540000 sec): 3 clusters
  Score: Raw -13058669.536771 + Penalty 3774.450372 = -13054895.086400
  nChanged 21
		SP:Iteration 35Q (8442.760000 sec): 3 clusters
  Score: Raw -13058673.056602 + Penalty 3774.450372 = -13054898.606231
  nChanged 16
		SP:Iteration 36Q (8442.970000 sec): 3 clusters
  Score: Raw -13058676.017917 + Penalty 3774.450372 = -13054901.567545
  nChanged 16
		SP:Iteration 37Q (8443.180000 sec): 3 clusters
  Score: Raw -13058678.040847 + Penalty 3774.450372 = -13054903.590475
  nChanged 10
		SP:Iteration 38Q (8443.390000 sec): 3 clusters
  Score: Raw -13058679.610250 + Penalty 3774.450372 = -13054905.159879
  nChanged 17
		SP:Iteration 39Q (8443.610000 sec): 3 clusters
  Score: Raw -13058682.137209 + Penalty 3774.450372 = -13054907.686837
  nChanged 15
		SP:Iteration 40F (8443.910000 sec): 3 clusters
  Score: Raw -13058684.697588 + Penalty 3774.450372 = -13054910.247216
  nChanged 9
		SP:Iteration 41Q (8444.120000 sec): 3 clusters
  Score: Raw -13058686.333252 + Penalty 3774.450372 = -13054911.882880
  nChanged 9
		SP:Iteration 42Q (8444.330000 sec): 3 clusters
  Score: Raw -13058687.548874 + Penalty 3774.450372 = -13054913.098502
  nChanged 8
		SP:Iteration 43Q (8444.550000 sec): 3 clusters
  Score: Raw -13058688.839563 + Penalty 3774.450372 = -13054914.389191
  nChanged 7
		SP:Iteration 44Q (8444.770000 sec): 3 clusters
  Score: Raw -13058689.825155 + Penalty 3774.450372 = -13054915.374783
  nChanged 7
		SP:Iteration 45Q (8444.990000 sec): 3 clusters
  Score: Raw -13058690.618729 + Penalty 3774.450372 = -13054916.168357
  nChanged 5
		SP:Iteration 46Q (8445.210000 sec): 3 clusters
  Score: Raw -13058691.119790 + Penalty 3774.450372 = -13054916.669419
  nChanged 5
		SP:Iteration 47Q (8445.440000 sec): 3 clusters
  Score: Raw -13058691.818053 + Penalty 3774.450372 = -13054917.367682
  nChanged 2
		SP:Iteration 48Q (8445.660000 sec): 3 clusters
  Score: Raw -13058691.993882 + Penalty 3774.450372 = -13054917.543511
  nChanged 1
		SP:Iteration 49Q (8445.870000 sec): 3 clusters
  Score: Raw -13058692.158508 + Penalty 3774.450372 = -13054917.708136
  nChanged 5
		SP:Iteration 50Q (8446.090000 sec): 3 clusters
  Score: Raw -13058692.735208 + Penalty 3774.450372 = -13054918.284837
  nChanged 2
		SP:Iteration 51Q (8446.310000 sec): 3 clusters
  Score: Raw -13058693.057413 + Penalty 3774.450372 = -13054918.607041
  nChanged 2
		SP:Iteration 52Q (8446.520000 sec): 3 clusters
  Score: Raw -13058693.370115 + Penalty 3774.450372 = -13054918.919743
  nChanged 4
		SP:Iteration 53Q (8446.730000 sec): 3 clusters
  Score: Raw -13058694.102175 + Penalty 3774.450372 = -13054919.651803
  nChanged 8
		SP:Iteration 54Q (8446.950000 sec): 3 clusters
  Score: Raw -13058695.808969 + Penalty 3774.450372 = -13054921.358597
  nChanged 6
		SP:Iteration 55Q (8447.160000 sec): 3 clusters
  Score: Raw -13058696.539428 + Penalty 3774.450372 = -13054922.089056
  nChanged 5
		SP:Iteration 56Q (8447.370000 sec): 3 clusters
  Score: Raw -13058697.311269 + Penalty 3774.450372 = -13054922.860898
  nChanged 10
		SP:Iteration 57Q (8447.580000 sec): 3 clusters
  Score: Raw -13058698.516904 + Penalty 3774.450372 = -13054924.066533
  nChanged 6
		SP:Iteration 58Q (8447.790000 sec): 3 clusters
  Score: Raw -13058699.623946 + Penalty 3774.450372 = -13054925.173575
  nChanged 5
		SP:Iteration 59Q (8448.010000 sec): 3 clusters
  Score: Raw -13058700.850674 + Penalty 3774.450372 = -13054926.400303
  nChanged 9
		SP:Iteration 60F (8448.300000 sec): 3 clusters
  Score: Raw -13058702.139914 + Penalty 3774.450372 = -13054927.689543
  nChanged 8
		SP:Iteration 61Q (8448.510000 sec): 3 clusters
  Score: Raw -13058703.703290 + Penalty 3774.450372 = -13054929.252918
  nChanged 11
		SP:Iteration 62Q (8448.720000 sec): 3 clusters
  Score: Raw -13058705.471965 + Penalty 3774.450372 = -13054931.021593
  nChanged 6
		SP:Iteration 63Q (8448.940000 sec): 3 clusters
  Score: Raw -13058706.350131 + Penalty 3774.450372 = -13054931.899759
  nChanged 9
		SP:Iteration 64Q (8449.150000 sec): 3 clusters
  Score: Raw -13058707.717277 + Penalty 3774.450372 = -13054933.266906
  nChanged 9
		SP:Iteration 65Q (8449.370000 sec): 3 clusters
  Score: Raw -13058709.080065 + Penalty 3774.450372 = -13054934.629694
  nChanged 8
		SP:Iteration 66Q (8449.580000 sec): 3 clusters
  Score: Raw -13058710.736077 + Penalty 3774.450372 = -13054936.285706
  nChanged 8
		SP:Iteration 67Q (8449.790000 sec): 3 clusters
  Score: Raw -13058712.485159 + Penalty 3774.450372 = -13054938.034787
  nChanged 12
		SP:Iteration 68Q (8450.010000 sec): 3 clusters
  Score: Raw -13058715.203045 + Penalty 3774.450372 = -13054940.752673
  nChanged 5
		SP:Iteration 69Q (8450.220000 sec): 3 clusters
  Score: Raw -13058715.949054 + Penalty 3774.450372 = -13054941.498683
  nChanged 4
		SP:Iteration 70Q (8450.440000 sec): 3 clusters
  Score: Raw -13058716.467868 + Penalty 3774.450372 = -13054942.017496
  nChanged 5
		SP:Iteration 71Q (8450.660000 sec): 3 clusters
  Score: Raw -13058717.152287 + Penalty 3774.450372 = -13054942.701915
  nChanged 4
		SP:Iteration 72Q (8450.870000 sec): 3 clusters
  Score: Raw -13058717.898616 + Penalty 3774.450372 = -13054943.448244
  nChanged 6
		SP:Iteration 73Q (8451.080000 sec): 3 clusters
  Score: Raw -13058718.493980 + Penalty 3774.450372 = -13054944.043609
  nChanged 6
		SP:Iteration 74Q (8451.300000 sec): 3 clusters
  Score: Raw -13058719.491103 + Penalty 3774.450372 = -13054945.040731
  nChanged 6
		SP:Iteration 75Q (8451.510000 sec): 3 clusters
  Score: Raw -13058719.921876 + Penalty 3774.450372 = -13054945.471504
  nChanged 1
		SP:Iteration 76Q (8451.730000 sec): 3 clusters
  Score: Raw -13058720.004207 + Penalty 3774.450372 = -13054945.553836
  nChanged 0
		SP:Iteration 77F (8452.020000 sec): 3 clusters
  Score: Raw -13058720.004207 + Penalty 3774.450372 = -13054945.553836
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (104715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8452.300000 sec): 2 clusters
  Score: Raw -12000899.159765 + Penalty 1878.337119 = -11999020.822646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8452.590000 sec): 3 clusters
  Score: Raw -11932827.852143 + Penalty 3756.674237 = -11929071.177906
  nChanged 49998
		SP:Iteration 1F (8452.880000 sec): 3 clusters
  Score: Raw -11962120.066210 + Penalty 3756.674237 = -11958363.391973
  nChanged 3677
		SP:Iteration 2Q (8453.160000 sec): 3 clusters
  Score: Raw -11963074.092965 + Penalty 3756.674237 = -11959317.418727
  nChanged 4025
		SP:Iteration 3Q (8453.460000 sec): 3 clusters
  Score: Raw -11964278.916539 + Penalty 3756.674237 = -11960522.242302
  nChanged 4568
		SP:Iteration 4Q (8453.740000 sec): 3 clusters
  Score: Raw -11965945.987751 + Penalty 3756.674237 = -11962189.313514
  nChanged 5246
		SP:Iteration 5F (8454.020000 sec): 3 clusters
  Score: Raw -11968307.314491 + Penalty 3756.674237 = -11964550.640254
  nChanged 6202
		SP:Iteration 6F (8454.310000 sec): 3 clusters
  Score: Raw -11971746.921819 + Penalty 3756.674237 = -11967990.247582
  nChanged 6911
		SP:Iteration 7F (8454.590000 sec): 3 clusters
  Score: Raw -11976303.491786 + Penalty 3756.674237 = -11972546.817549
  nChanged 7234
		SP:Iteration 8F (8454.870000 sec): 3 clusters
  Score: Raw -11981807.224416 + Penalty 3756.674237 = -11978050.550179
  nChanged 6860
		SP:Iteration 9F (8455.150000 sec): 3 clusters
  Score: Raw -11987357.646150 + Penalty 3756.674237 = -11983600.971912
  nChanged 5841
		SP:Iteration 10F (8455.430000 sec): 3 clusters
  Score: Raw -11992232.875972 + Penalty 3756.674237 = -11988476.201735
  nChanged 4521
		SP:Iteration 11Q (8455.710000 sec): 3 clusters
  Score: Raw -11995997.992982 + Penalty 3756.674237 = -11992241.318745
  nChanged 3159
		SP:Iteration 12Q (8455.970000 sec): 3 clusters
  Score: Raw -11998668.023931 + Penalty 3756.674237 = -11994911.349693
  nChanged 1897
		SP:Iteration 13Q (8456.220000 sec): 3 clusters
  Score: Raw -12000257.912909 + Penalty 3756.674237 = -11996501.238671
  nChanged 1060
		SP:Iteration 14Q (8456.460000 sec): 3 clusters
  Score: Raw -12001130.491765 + Penalty 3756.674237 = -11997373.817528
  nChanged 505
		SP:Iteration 15Q (8456.680000 sec): 3 clusters
  Score: Raw -12001521.369841 + Penalty 3756.674237 = -11997764.695603
  nChanged 266
		SP:Iteration 16Q (8456.890000 sec): 3 clusters
  Score: Raw -12001762.577355 + Penalty 3756.674237 = -11998005.903118
  nChanged 154
		SP:Iteration 17Q (8457.090000 sec): 3 clusters
  Score: Raw -12001918.104603 + Penalty 3756.674237 = -11998161.430365
  nChanged 123
		SP:Iteration 18Q (8457.300000 sec): 3 clusters
  Score: Raw -12002022.188966 + Penalty 3756.674237 = -11998265.514728
  nChanged 84
		SP:Iteration 19Q (8457.510000 sec): 3 clusters
  Score: Raw -12002092.286756 + Penalty 3756.674237 = -11998335.612519
  nChanged 68
		SP:Iteration 20F (8457.780000 sec): 3 clusters
  Score: Raw -12002146.860211 + Penalty 3756.674237 = -11998390.185974
  nChanged 52
		SP:Iteration 21Q (8457.980000 sec): 3 clusters
  Score: Raw -12002184.629303 + Penalty 3756.674237 = -11998427.955065
  nChanged 48
		SP:Iteration 22Q (8458.190000 sec): 3 clusters
  Score: Raw -12002209.176155 + Penalty 3756.674237 = -11998452.501918
  nChanged 41
		SP:Iteration 23Q (8458.390000 sec): 3 clusters
  Score: Raw -12002228.337998 + Penalty 3756.674237 = -11998471.663761
  nChanged 25
		SP:Iteration 24Q (8458.590000 sec): 3 clusters
  Score: Raw -12002241.017283 + Penalty 3756.674237 = -11998484.343045
  nChanged 22
		SP:Iteration 25Q (8458.790000 sec): 3 clusters
  Score: Raw -12002251.447529 + Penalty 3756.674237 = -11998494.773292
  nChanged 26
		SP:Iteration 26Q (8458.990000 sec): 3 clusters
  Score: Raw -12002261.518198 + Penalty 3756.674237 = -11998504.843961
  nChanged 14
		SP:Iteration 27Q (8459.190000 sec): 3 clusters
  Score: Raw -12002266.824162 + Penalty 3756.674237 = -11998510.149924
  nChanged 13
		SP:Iteration 28Q (8459.380000 sec): 3 clusters
  Score: Raw -12002271.925888 + Penalty 3756.674237 = -11998515.251651
  nChanged 7
		SP:Iteration 29Q (8459.580000 sec): 3 clusters
  Score: Raw -12002273.810801 + Penalty 3756.674237 = -11998517.136564
  nChanged 6
		SP:Iteration 30Q (8459.780000 sec): 3 clusters
  Score: Raw -12002277.035341 + Penalty 3756.674237 = -11998520.361104
  nChanged 8
		SP:Iteration 31Q (8459.980000 sec): 3 clusters
  Score: Raw -12002279.626033 + Penalty 3756.674237 = -11998522.951796
  nChanged 4
		SP:Iteration 32Q (8460.180000 sec): 3 clusters
  Score: Raw -12002282.086826 + Penalty 3756.674237 = -11998525.412589
  nChanged 6
		SP:Iteration 33Q (8460.380000 sec): 3 clusters
  Score: Raw -12002284.059657 + Penalty 3756.674237 = -11998527.385420
  nChanged 2
		SP:Iteration 34Q (8460.590000 sec): 3 clusters
  Score: Raw -12002284.955657 + Penalty 3756.674237 = -11998528.281419
  nChanged 3
		SP:Iteration 35Q (8460.780000 sec): 3 clusters
  Score: Raw -12002286.107732 + Penalty 3756.674237 = -11998529.433495
  nChanged 3
		SP:Iteration 36Q (8460.980000 sec): 3 clusters
  Score: Raw -12002287.306103 + Penalty 3756.674237 = -11998530.631866
  nChanged 1
		SP:Iteration 37Q (8461.180000 sec): 3 clusters
  Score: Raw -12002287.408747 + Penalty 3756.674237 = -11998530.734510
  nChanged 0
		SP:Iteration 38F (8461.460000 sec): 3 clusters
  Score: Raw -12002287.408747 + Penalty 3756.674237 = -11998530.734510
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8461.540000 sec): 2 clusters
  Score: Raw -1142159.157854 + Penalty 1491.059201 = -1140668.098653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8461.560000 sec): 3 clusters
  Score: Raw -1136783.647229 + Penalty 2982.118401 = -1133801.528827
  nChanged 4164
		SP:Iteration 1F (8461.590000 sec): 3 clusters
  Score: Raw -1138966.758284 + Penalty 2982.118401 = -1135984.639883
  nChanged 529
		SP:Iteration 2F (8461.610000 sec): 3 clusters
  Score: Raw -1139149.994829 + Penalty 2982.118401 = -1136167.876428
  nChanged 436
		SP:Iteration 3Q (8461.640000 sec): 3 clusters
  Score: Raw -1139309.734134 + Penalty 2982.118401 = -1136327.615732
  nChanged 386
		SP:Iteration 4Q (8461.660000 sec): 3 clusters
  Score: Raw -1139471.950632 + Penalty 2982.118401 = -1136489.832230
  nChanged 392
		SP:Iteration 5Q (8461.690000 sec): 3 clusters
  Score: Raw -1139690.338409 + Penalty 2982.118401 = -1136708.220008
  nChanged 450
		SP:Iteration 6Q (8461.710000 sec): 3 clusters
  Score: Raw -1139969.656881 + Penalty 2982.118401 = -1136987.538480
  nChanged 519
		SP:Iteration 7F (8461.740000 sec): 3 clusters
  Score: Raw -1140324.546540 + Penalty 2982.118401 = -1137342.428139
  nChanged 500
		SP:Iteration 8F (8461.760000 sec): 3 clusters
  Score: Raw -1140673.167932 + Penalty 2982.118401 = -1137691.049530
  nChanged 496
		SP:Iteration 9F (8461.790000 sec): 3 clusters
  Score: Raw -1140997.863394 + Penalty 2982.118401 = -1138015.744993
  nChanged 455
		SP:Iteration 10Q (8461.810000 sec): 3 clusters
  Score: Raw -1141257.597909 + Penalty 2982.118401 = -1138275.479508
  nChanged 336
		SP:Iteration 11Q (8461.840000 sec): 3 clusters
  Score: Raw -1141458.346459 + Penalty 2982.118401 = -1138476.228058
  nChanged 288
		SP:Iteration 12Q (8461.870000 sec): 3 clusters
  Score: Raw -1141643.244028 + Penalty 2982.118401 = -1138661.125627
  nChanged 259
		SP:Iteration 13Q (8461.890000 sec): 3 clusters
  Score: Raw -1141805.904778 + Penalty 2982.118401 = -1138823.786377
  nChanged 212
		SP:Iteration 14Q (8461.910000 sec): 3 clusters
  Score: Raw -1141916.053572 + Penalty 2982.118401 = -1138933.935170
  nChanged 175
		SP:Iteration 15Q (8461.940000 sec): 3 clusters
  Score: Raw -1142011.111442 + Penalty 2982.118401 = -1139028.993041
  nChanged 154
		SP:Iteration 16Q (8461.960000 sec): 3 clusters
  Score: Raw -1142091.303286 + Penalty 2982.118401 = -1139109.184885
  nChanged 127
		SP:Iteration 17Q (8461.980000 sec): 3 clusters
  Score: Raw -1142153.447491 + Penalty 2982.118401 = -1139171.329090
  nChanged 125
		SP:Iteration 18Q (8462.010000 sec): 3 clusters
  Score: Raw -1142208.998885 + Penalty 2982.118401 = -1139226.880484
  nChanged 98
		SP:Iteration 19Q (8462.030000 sec): 3 clusters
  Score: Raw -1142251.846307 + Penalty 2982.118401 = -1139269.727905
  nChanged 84
		SP:Iteration 20F (8462.050000 sec): 3 clusters
  Score: Raw -1142288.035951 + Penalty 2982.118401 = -1139305.917550
  nChanged 72
		SP:Iteration 21Q (8462.070000 sec): 3 clusters
  Score: Raw -1142317.920647 + Penalty 2982.118401 = -1139335.802245
  nChanged 66
		SP:Iteration 22Q (8462.100000 sec): 3 clusters
  Score: Raw -1142345.956730 + Penalty 2982.118401 = -1139363.838329
  nChanged 63
		SP:Iteration 23Q (8462.120000 sec): 3 clusters
  Score: Raw -1142374.946664 + Penalty 2982.118401 = -1139392.828263
  nChanged 63
		SP:Iteration 24Q (8462.140000 sec): 3 clusters
  Score: Raw -1142410.212792 + Penalty 2982.118401 = -1139428.094391
  nChanged 70
		SP:Iteration 25Q (8462.160000 sec): 3 clusters
  Score: Raw -1142447.766927 + Penalty 2982.118401 = -1139465.648525
  nChanged 75
		SP:Iteration 26Q (8462.180000 sec): 3 clusters
  Score: Raw -1142497.615813 + Penalty 2982.118401 = -1139515.497412
  nChanged 72
		SP:Iteration 27Q (8462.200000 sec): 3 clusters
  Score: Raw -1142541.733806 + Penalty 2982.118401 = -1139559.615405
  nChanged 60
		SP:Iteration 28Q (8462.230000 sec): 3 clusters
  Score: Raw -1142572.371280 + Penalty 2982.118401 = -1139590.252878
  nChanged 32
		SP:Iteration 29Q (8462.250000 sec): 3 clusters
  Score: Raw -1142589.883800 + Penalty 2982.118401 = -1139607.765399
  nChanged 37
		SP:Iteration 30Q (8462.270000 sec): 3 clusters
  Score: Raw -1142611.616470 + Penalty 2982.118401 = -1139629.498069
  nChanged 37
		SP:Iteration 31Q (8462.290000 sec): 3 clusters
  Score: Raw -1142634.860774 + Penalty 2982.118401 = -1139652.742372
  nChanged 29
		SP:Iteration 32Q (8462.310000 sec): 3 clusters
  Score: Raw -1142657.070977 + Penalty 2982.118401 = -1139674.952576
  nChanged 38
		SP:Iteration 33Q (8462.320000 sec): 3 clusters
  Score: Raw -1142681.750075 + Penalty 2982.118401 = -1139699.631674
  nChanged 37
		SP:Iteration 34Q (8462.340000 sec): 3 clusters
  Score: Raw -1142701.441239 + Penalty 2982.118401 = -1139719.322838
  nChanged 29
		SP:Iteration 35Q (8462.360000 sec): 3 clusters
  Score: Raw -1142714.843554 + Penalty 2982.118401 = -1139732.725152
  nChanged 26
		SP:Iteration 36Q (8462.380000 sec): 3 clusters
  Score: Raw -1142727.351658 + Penalty 2982.118401 = -1139745.233256
  nChanged 28
		SP:Iteration 37Q (8462.400000 sec): 3 clusters
  Score: Raw -1142742.290989 + Penalty 2982.118401 = -1139760.172588
  nChanged 20
		SP:Iteration 38Q (8462.420000 sec): 3 clusters
  Score: Raw -1142749.350178 + Penalty 2982.118401 = -1139767.231777
  nChanged 17
		SP:Iteration 39Q (8462.440000 sec): 3 clusters
  Score: Raw -1142758.025957 + Penalty 2982.118401 = -1139775.907555
  nChanged 15
		SP:Iteration 40F (8462.460000 sec): 3 clusters
  Score: Raw -1142763.581554 + Penalty 2982.118401 = -1139781.463153
  nChanged 9
		SP:Iteration 41Q (8462.480000 sec): 3 clusters
  Score: Raw -1142766.253461 + Penalty 2982.118401 = -1139784.135060
  nChanged 7
		SP:Iteration 42Q (8462.500000 sec): 3 clusters
  Score: Raw -1142768.369261 + Penalty 2982.118401 = -1139786.250860
  nChanged 7
		SP:Iteration 43Q (8462.520000 sec): 3 clusters
  Score: Raw -1142771.420148 + Penalty 2982.118401 = -1139789.301747
  nChanged 9
		SP:Iteration 44Q (8462.540000 sec): 3 clusters
  Score: Raw -1142776.552015 + Penalty 2982.118401 = -1139794.433613
  nChanged 4
		SP:Iteration 45Q (8462.560000 sec): 3 clusters
  Score: Raw -1142777.538240 + Penalty 2982.118401 = -1139795.419838
  nChanged 1
		SP:Iteration 46Q (8462.580000 sec): 3 clusters
  Score: Raw -1142777.726467 + Penalty 2982.118401 = -1139795.608066
  nChanged 2
		SP:Iteration 47Q (8462.590000 sec): 3 clusters
  Score: Raw -1142777.959726 + Penalty 2982.118401 = -1139795.841325
  nChanged 0
		SP:Iteration 48F (8462.620000 sec): 3 clusters
  Score: Raw -1142777.959726 + Penalty 2982.118401 = -1139795.841325
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8462.640000 sec): 2 clusters
  Score: Raw -554724.735299 + Penalty 1386.751215 = -553337.984083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8462.650000 sec): 3 clusters
  Score: Raw -552040.868039 + Penalty 2773.502431 = -549267.365609
  nChanged 2074
		SP:Iteration 1F (8462.670000 sec): 3 clusters
  Score: Raw -553184.118912 + Penalty 2773.502431 = -550410.616482
  nChanged 424
		SP:Iteration 2F (8462.680000 sec): 3 clusters
  Score: Raw -553442.402902 + Penalty 2773.502431 = -550668.900471
  nChanged 334
		SP:Iteration 3F (8462.690000 sec): 3 clusters
  Score: Raw -553672.755248 + Penalty 2773.502431 = -550899.252818
  nChanged 273
		SP:Iteration 4F (8462.710000 sec): 3 clusters
  Score: Raw -553878.954792 + Penalty 2773.502431 = -551105.452361
  nChanged 252
		SP:Iteration 5Q (8462.720000 sec): 3 clusters
  Score: Raw -554059.121416 + Penalty 2773.502431 = -551285.618985
  nChanged 245
		SP:Iteration 6Q (8462.730000 sec): 3 clusters
  Score: Raw -554226.308700 + Penalty 2773.502431 = -551452.806269
  nChanged 214
		SP:Iteration 7Q (8462.740000 sec): 3 clusters
  Score: Raw -554357.004248 + Penalty 2773.502431 = -551583.501818
  nChanged 154
		SP:Iteration 8Q (8462.750000 sec): 3 clusters
  Score: Raw -554453.061477 + Penalty 2773.502431 = -551679.559046
  nChanged 154
		SP:Iteration 9Q (8462.770000 sec): 3 clusters
  Score: Raw -554551.907422 + Penalty 2773.502431 = -551778.404992
  nChanged 126
		SP:Iteration 10Q (8462.780000 sec): 3 clusters
  Score: Raw -554623.336002 + Penalty 2773.502431 = -551849.833571
  nChanged 108
		SP:Iteration 11Q (8462.790000 sec): 3 clusters
  Score: Raw -554678.979291 + Penalty 2773.502431 = -551905.476861
  nChanged 82
		SP:Iteration 12Q (8462.810000 sec): 3 clusters
  Score: Raw -554720.597676 + Penalty 2773.502431 = -551947.095246
  nChanged 74
		SP:Iteration 13Q (8462.820000 sec): 3 clusters
  Score: Raw -554755.248054 + Penalty 2773.502431 = -551981.745624
  nChanged 63
		SP:Iteration 14Q (8462.830000 sec): 3 clusters
  Score: Raw -554787.422381 + Penalty 2773.502431 = -552013.919950
  nChanged 58
		SP:Iteration 15Q (8462.840000 sec): 3 clusters
  Score: Raw -554810.318077 + Penalty 2773.502431 = -552036.815646
  nChanged 55
		SP:Iteration 16Q (8462.850000 sec): 3 clusters
  Score: Raw -554834.212415 + Penalty 2773.502431 = -552060.709985
  nChanged 38
		SP:Iteration 17Q (8462.870000 sec): 3 clusters
  Score: Raw -554849.727913 + Penalty 2773.502431 = -552076.225483
  nChanged 38
		SP:Iteration 18Q (8462.880000 sec): 3 clusters
  Score: Raw -554868.722146 + Penalty 2773.502431 = -552095.219715
  nChanged 38
		SP:Iteration 19Q (8462.890000 sec): 3 clusters
  Score: Raw -554886.921660 + Penalty 2773.502431 = -552113.419229
  nChanged 36
		SP:Iteration 20F (8462.910000 sec): 3 clusters
  Score: Raw -554903.582347 + Penalty 2773.502431 = -552130.079916
  nChanged 25
		SP:Iteration 21Q (8462.920000 sec): 3 clusters
  Score: Raw -554917.606988 + Penalty 2773.502431 = -552144.104557
  nChanged 28
		SP:Iteration 22Q (8462.930000 sec): 3 clusters
  Score: Raw -554935.608625 + Penalty 2773.502431 = -552162.106194
  nChanged 31
		SP:Iteration 23Q (8462.940000 sec): 3 clusters
  Score: Raw -554949.998750 + Penalty 2773.502431 = -552176.496319
  nChanged 30
		SP:Iteration 24Q (8462.950000 sec): 3 clusters
  Score: Raw -554963.133570 + Penalty 2773.502431 = -552189.631139
  nChanged 21
		SP:Iteration 25Q (8462.960000 sec): 3 clusters
  Score: Raw -554975.508680 + Penalty 2773.502431 = -552202.006250
  nChanged 24
		SP:Iteration 26Q (8462.970000 sec): 3 clusters
  Score: Raw -554987.497439 + Penalty 2773.502431 = -552213.995008
  nChanged 20
		SP:Iteration 27Q (8462.990000 sec): 3 clusters
  Score: Raw -554996.246177 + Penalty 2773.502431 = -552222.743746
  nChanged 13
		SP:Iteration 28Q (8463.000000 sec): 3 clusters
  Score: Raw -555001.404230 + Penalty 2773.502431 = -552227.901800
  nChanged 10
		SP:Iteration 29Q (8463.010000 sec): 3 clusters
  Score: Raw -555006.278252 + Penalty 2773.502431 = -552232.775821
  nChanged 13
		SP:Iteration 30Q (8463.020000 sec): 3 clusters
  Score: Raw -555010.007825 + Penalty 2773.502431 = -552236.505394
  nChanged 3
		SP:Iteration 31Q (8463.030000 sec): 3 clusters
  Score: Raw -555010.892257 + Penalty 2773.502431 = -552237.389826
  nChanged 1
		SP:Iteration 32Q (8463.050000 sec): 3 clusters
  Score: Raw -555011.145830 + Penalty 2773.502431 = -552237.643399
  nChanged 1
		SP:Iteration 33Q (8463.060000 sec): 3 clusters
  Score: Raw -555011.300071 + Penalty 2773.502431 = -552237.797641
  nChanged 2
		SP:Iteration 34Q (8463.070000 sec): 3 clusters
  Score: Raw -555011.961096 + Penalty 2773.502431 = -552238.458666
  nChanged 1
		SP:Iteration 35Q (8463.080000 sec): 3 clusters
  Score: Raw -555012.268648 + Penalty 2773.502431 = -552238.766217
  nChanged 1
		SP:Iteration 36Q (8463.090000 sec): 3 clusters
  Score: Raw -555012.388631 + Penalty 2773.502431 = -552238.886201
  nChanged 0
		SP:Iteration 37F (8463.100000 sec): 3 clusters
  Score: Raw -555012.388631 + Penalty 2773.502431 = -552238.886201
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8463.110000 sec): 2 clusters
  Score: Raw -22179.991576 + Penalty 884.392878 = -21295.598698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8463.110000 sec): 3 clusters
  Score: Raw -22342.612821 + Penalty 1768.785756 = -20573.827065
  nChanged 53
		SP:Iteration 1F (8463.110000 sec): 3 clusters
  Score: Raw -22522.986141 + Penalty 1768.785756 = -20754.200386
  nChanged 15
		SP:Iteration 2F (8463.110000 sec): 3 clusters
  Score: Raw -22652.072306 + Penalty 1768.785756 = -20883.286550
  nChanged 5
		SP:Iteration 3Q (8463.110000 sec): 3 clusters
  Score: Raw -22686.461249 + Penalty 1768.785756 = -20917.675493
  nChanged 6
		SP:Iteration 4Q (8463.110000 sec): 3 clusters
  Score: Raw -22715.249279 + Penalty 1768.785756 = -20946.463523
  nChanged 3
		SP:Iteration 5Q (8463.110000 sec): 3 clusters
  Score: Raw -22725.080421 + Penalty 1768.785756 = -20956.294665
  nChanged 3
		SP:Iteration 6Q (8463.110000 sec): 3 clusters
  Score: Raw -22731.315233 + Penalty 1768.785756 = -20962.529477
  nChanged 0
		SP:Iteration 7F (8463.120000 sec): 3 clusters
  Score: Raw -22731.315233 + Penalty 1768.785756 = -20962.529477
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (89002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8463.390000 sec): 2 clusters
  Score: Raw -10394751.198702 + Penalty 1851.917295 = -10392899.281408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8463.630000 sec): 3 clusters
  Score: Raw -10336959.965503 + Penalty 3703.834589 = -10333256.130914
  nChanged 42595
		SP:Iteration 1F (8463.870000 sec): 3 clusters
  Score: Raw -10362089.396595 + Penalty 3703.834589 = -10358385.562006
  nChanged 3128
		SP:Iteration 2Q (8464.110000 sec): 3 clusters
  Score: Raw -10362914.448830 + Penalty 3703.834589 = -10359210.614241
  nChanged 3279
		SP:Iteration 3Q (8464.350000 sec): 3 clusters
  Score: Raw -10363907.719621 + Penalty 3703.834589 = -10360203.885032
  nChanged 3617
		SP:Iteration 4Q (8464.600000 sec): 3 clusters
  Score: Raw -10365200.367554 + Penalty 3703.834589 = -10361496.532964
  nChanged 3930
		SP:Iteration 5Q (8464.850000 sec): 3 clusters
  Score: Raw -10366829.821125 + Penalty 3703.834589 = -10363125.986536
  nChanged 4497
		SP:Iteration 6F (8465.080000 sec): 3 clusters
  Score: Raw -10368888.801028 + Penalty 3703.834589 = -10365184.966439
  nChanged 4793
		SP:Iteration 7F (8465.320000 sec): 3 clusters
  Score: Raw -10371445.636365 + Penalty 3703.834589 = -10367741.801776
  nChanged 5098
		SP:Iteration 8F (8465.560000 sec): 3 clusters
  Score: Raw -10374397.971422 + Penalty 3703.834589 = -10370694.136833
  nChanged 5076
		SP:Iteration 9F (8465.790000 sec): 3 clusters
  Score: Raw -10377628.176646 + Penalty 3703.834589 = -10373924.342057
  nChanged 4684
		SP:Iteration 10F (8466.030000 sec): 3 clusters
  Score: Raw -10380859.843012 + Penalty 3703.834589 = -10377156.008423
  nChanged 4182
		SP:Iteration 11Q (8466.270000 sec): 3 clusters
  Score: Raw -10383915.507119 + Penalty 3703.834589 = -10380211.672530
  nChanged 3567
		SP:Iteration 12Q (8466.510000 sec): 3 clusters
  Score: Raw -10386545.406137 + Penalty 3703.834589 = -10382841.571548
  nChanged 2880
		SP:Iteration 13Q (8466.730000 sec): 3 clusters
  Score: Raw -10388603.166826 + Penalty 3703.834589 = -10384899.332237
  nChanged 2418
		SP:Iteration 14Q (8466.940000 sec): 3 clusters
  Score: Raw -10390233.603199 + Penalty 3703.834589 = -10386529.768610
  nChanged 1902
		SP:Iteration 15Q (8467.150000 sec): 3 clusters
  Score: Raw -10391522.002156 + Penalty 3703.834589 = -10387818.167567
  nChanged 1552
		SP:Iteration 16Q (8467.350000 sec): 3 clusters
  Score: Raw -10392565.620739 + Penalty 3703.834589 = -10388861.786150
  nChanged 1178
		SP:Iteration 17Q (8467.540000 sec): 3 clusters
  Score: Raw -10393336.532794 + Penalty 3703.834589 = -10389632.698205
  nChanged 833
		SP:Iteration 18Q (8467.720000 sec): 3 clusters
  Score: Raw -10393873.875874 + Penalty 3703.834589 = -10390170.041285
  nChanged 591
		SP:Iteration 19Q (8467.890000 sec): 3 clusters
  Score: Raw -10394248.061566 + Penalty 3703.834589 = -10390544.226977
  nChanged 436
		SP:Iteration 20F (8468.130000 sec): 3 clusters
  Score: Raw -10394522.044844 + Penalty 3703.834589 = -10390818.210255
  nChanged 297
		SP:Iteration 21Q (8468.300000 sec): 3 clusters
  Score: Raw -10394687.705162 + Penalty 3703.834589 = -10390983.870573
  nChanged 196
		SP:Iteration 22Q (8468.470000 sec): 3 clusters
  Score: Raw -10394801.931684 + Penalty 3703.834589 = -10391098.097095
  nChanged 152
		SP:Iteration 23Q (8468.640000 sec): 3 clusters
  Score: Raw -10394888.345256 + Penalty 3703.834589 = -10391184.510667
  nChanged 108
		SP:Iteration 24Q (8468.810000 sec): 3 clusters
  Score: Raw -10394955.205853 + Penalty 3703.834589 = -10391251.371264
  nChanged 93
		SP:Iteration 25Q (8468.980000 sec): 3 clusters
  Score: Raw -10395013.540483 + Penalty 3703.834589 = -10391309.705894
  nChanged 72
		SP:Iteration 26Q (8469.150000 sec): 3 clusters
  Score: Raw -10395055.272895 + Penalty 3703.834589 = -10391351.438306
  nChanged 53
		SP:Iteration 27Q (8469.320000 sec): 3 clusters
  Score: Raw -10395085.634776 + Penalty 3703.834589 = -10391381.800187
  nChanged 42
		SP:Iteration 28Q (8469.490000 sec): 3 clusters
  Score: Raw -10395104.184359 + Penalty 3703.834589 = -10391400.349769
  nChanged 36
		SP:Iteration 29Q (8469.660000 sec): 3 clusters
  Score: Raw -10395118.601651 + Penalty 3703.834589 = -10391414.767062
  nChanged 27
		SP:Iteration 30Q (8469.830000 sec): 3 clusters
  Score: Raw -10395132.161844 + Penalty 3703.834589 = -10391428.327255
  nChanged 16
		SP:Iteration 31Q (8469.990000 sec): 3 clusters
  Score: Raw -10395141.442848 + Penalty 3703.834589 = -10391437.608259
  nChanged 13
		SP:Iteration 32Q (8470.160000 sec): 3 clusters
  Score: Raw -10395147.048821 + Penalty 3703.834589 = -10391443.214231
  nChanged 9
		SP:Iteration 33Q (8470.330000 sec): 3 clusters
  Score: Raw -10395149.592732 + Penalty 3703.834589 = -10391445.758143
  nChanged 6
		SP:Iteration 34Q (8470.500000 sec): 3 clusters
  Score: Raw -10395151.336508 + Penalty 3703.834589 = -10391447.501919
  nChanged 5
		SP:Iteration 35Q (8470.670000 sec): 3 clusters
  Score: Raw -10395153.167597 + Penalty 3703.834589 = -10391449.333008
  nChanged 6
		SP:Iteration 36Q (8470.830000 sec): 3 clusters
  Score: Raw -10395156.279155 + Penalty 3703.834589 = -10391452.444566
  nChanged 9
		SP:Iteration 37Q (8471.010000 sec): 3 clusters
  Score: Raw -10395160.887769 + Penalty 3703.834589 = -10391457.053179
  nChanged 9
		SP:Iteration 38Q (8471.170000 sec): 3 clusters
  Score: Raw -10395163.478563 + Penalty 3703.834589 = -10391459.643974
  nChanged 8
		SP:Iteration 39Q (8471.340000 sec): 3 clusters
  Score: Raw -10395165.990721 + Penalty 3703.834589 = -10391462.156132
  nChanged 5
		SP:Iteration 40F (8471.580000 sec): 3 clusters
  Score: Raw -10395168.929037 + Penalty 3703.834589 = -10391465.094448
  nChanged 3
		SP:Iteration 41Q (8471.750000 sec): 3 clusters
  Score: Raw -10395170.794675 + Penalty 3703.834589 = -10391466.960085
  nChanged 3
		SP:Iteration 42Q (8471.920000 sec): 3 clusters
  Score: Raw -10395172.643780 + Penalty 3703.834589 = -10391468.809191
  nChanged 5
		SP:Iteration 43Q (8472.090000 sec): 3 clusters
  Score: Raw -10395174.703910 + Penalty 3703.834589 = -10391470.869321
  nChanged 5
		SP:Iteration 44Q (8472.260000 sec): 3 clusters
  Score: Raw -10395176.729530 + Penalty 3703.834589 = -10391472.894941
  nChanged 7
		SP:Iteration 45Q (8472.430000 sec): 3 clusters
  Score: Raw -10395180.947577 + Penalty 3703.834589 = -10391477.112988
  nChanged 5
		SP:Iteration 46Q (8472.590000 sec): 3 clusters
  Score: Raw -10395183.778724 + Penalty 3703.834589 = -10391479.944135
  nChanged 5
		SP:Iteration 47Q (8472.760000 sec): 3 clusters
  Score: Raw -10395185.025722 + Penalty 3703.834589 = -10391481.191133
  nChanged 6
		SP:Iteration 48Q (8472.930000 sec): 3 clusters
  Score: Raw -10395187.417587 + Penalty 3703.834589 = -10391483.582997
  nChanged 2
		SP:Iteration 49Q (8473.100000 sec): 3 clusters
  Score: Raw -10395188.707687 + Penalty 3703.834589 = -10391484.873097
  nChanged 3
		SP:Iteration 50Q (8473.270000 sec): 3 clusters
  Score: Raw -10395190.315585 + Penalty 3703.834589 = -10391486.480996
  nChanged 3
		SP:Iteration 51Q (8473.440000 sec): 3 clusters
  Score: Raw -10395190.896460 + Penalty 3703.834589 = -10391487.061871
  nChanged 3
		SP:Iteration 52Q (8473.610000 sec): 3 clusters
  Score: Raw -10395192.565227 + Penalty 3703.834589 = -10391488.730638
  nChanged 3
		SP:Iteration 53Q (8473.780000 sec): 3 clusters
  Score: Raw -10395194.252683 + Penalty 3703.834589 = -10391490.418094
  nChanged 5
		SP:Iteration 54Q (8473.950000 sec): 3 clusters
  Score: Raw -10395195.582174 + Penalty 3703.834589 = -10391491.747585
  nChanged 2
		SP:Iteration 55Q (8474.110000 sec): 3 clusters
  Score: Raw -10395196.324323 + Penalty 3703.834589 = -10391492.489733
  nChanged 2
		SP:Iteration 56Q (8474.280000 sec): 3 clusters
  Score: Raw -10395197.308463 + Penalty 3703.834589 = -10391493.473874
  nChanged 0
		SP:Iteration 57F (8474.520000 sec): 3 clusters
  Score: Raw -10395197.308463 + Penalty 3703.834589 = -10391493.473874
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8474.570000 sec): 2 clusters
  Score: Raw -300821.162465 + Penalty 1288.833774 = -299532.328692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8474.580000 sec): 3 clusters
  Score: Raw -299599.097174 + Penalty 2577.667547 = -297021.429626
  nChanged 1040
		SP:Iteration 1F (8474.590000 sec): 3 clusters
  Score: Raw -300304.645136 + Penalty 2577.667547 = -297726.977588
  nChanged 253
		SP:Iteration 2F (8474.590000 sec): 3 clusters
  Score: Raw -300497.730077 + Penalty 2577.667547 = -297920.062529
  nChanged 169
		SP:Iteration 3F (8474.600000 sec): 3 clusters
  Score: Raw -300618.114712 + Penalty 2577.667547 = -298040.447165
  nChanged 142
		SP:Iteration 4F (8474.610000 sec): 3 clusters
  Score: Raw -300741.839957 + Penalty 2577.667547 = -298164.172409
  nChanged 133
		SP:Iteration 5Q (8474.610000 sec): 3 clusters
  Score: Raw -300859.174101 + Penalty 2577.667547 = -298281.506553
  nChanged 121
		SP:Iteration 6Q (8474.620000 sec): 3 clusters
  Score: Raw -300973.662774 + Penalty 2577.667547 = -298395.995226
  nChanged 101
		SP:Iteration 7Q (8474.630000 sec): 3 clusters
  Score: Raw -301056.077417 + Penalty 2577.667547 = -298478.409869
  nChanged 82
		SP:Iteration 8Q (8474.630000 sec): 3 clusters
  Score: Raw -301140.883167 + Penalty 2577.667547 = -298563.215620
  nChanged 74
		SP:Iteration 9Q (8474.640000 sec): 3 clusters
  Score: Raw -301213.448213 + Penalty 2577.667547 = -298635.780665
  nChanged 63
		SP:Iteration 10Q (8474.650000 sec): 3 clusters
  Score: Raw -301262.956759 + Penalty 2577.667547 = -298685.289211
  nChanged 52
		SP:Iteration 11Q (8474.650000 sec): 3 clusters
  Score: Raw -301306.761665 + Penalty 2577.667547 = -298729.094117
  nChanged 38
		SP:Iteration 12Q (8474.660000 sec): 3 clusters
  Score: Raw -301339.311223 + Penalty 2577.667547 = -298761.643675
  nChanged 38
		SP:Iteration 13Q (8474.670000 sec): 3 clusters
  Score: Raw -301376.677318 + Penalty 2577.667547 = -298799.009770
  nChanged 33
		SP:Iteration 14Q (8474.670000 sec): 3 clusters
  Score: Raw -301402.161744 + Penalty 2577.667547 = -298824.494196
  nChanged 26
		SP:Iteration 15Q (8474.680000 sec): 3 clusters
  Score: Raw -301414.570081 + Penalty 2577.667547 = -298836.902533
  nChanged 17
		SP:Iteration 16Q (8474.690000 sec): 3 clusters
  Score: Raw -301424.884432 + Penalty 2577.667547 = -298847.216885
  nChanged 19
		SP:Iteration 17Q (8474.690000 sec): 3 clusters
  Score: Raw -301434.362148 + Penalty 2577.667547 = -298856.694601
  nChanged 15
		SP:Iteration 18Q (8474.700000 sec): 3 clusters
  Score: Raw -301440.207553 + Penalty 2577.667547 = -298862.540006
  nChanged 7
		SP:Iteration 19Q (8474.700000 sec): 3 clusters
  Score: Raw -301442.394453 + Penalty 2577.667547 = -298864.726906
  nChanged 3
		SP:Iteration 20F (8474.710000 sec): 3 clusters
  Score: Raw -301443.108935 + Penalty 2577.667547 = -298865.441387
  nChanged 3
		SP:Iteration 21Q (8474.710000 sec): 3 clusters
  Score: Raw -301444.758483 + Penalty 2577.667547 = -298867.090935
  nChanged 0
		SP:Iteration 22F (8474.720000 sec): 3 clusters
  Score: Raw -301444.758483 + Penalty 2577.667547 = -298867.090935
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8474.760000 sec): 2 clusters
  Score: Raw -1344698.380939 + Penalty 1521.371902 = -1343177.009037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8474.790000 sec): 3 clusters
  Score: Raw -1337963.319043 + Penalty 3042.743804 = -1334920.575239
  nChanged 5069
		SP:Iteration 1F (8474.820000 sec): 3 clusters
  Score: Raw -1340729.532146 + Penalty 3042.743804 = -1337686.788342
  nChanged 650
		SP:Iteration 2F (8474.850000 sec): 3 clusters
  Score: Raw -1340985.454774 + Penalty 3042.743804 = -1337942.710969
  nChanged 535
		SP:Iteration 3Q (8474.880000 sec): 3 clusters
  Score: Raw -1341212.765018 + Penalty 3042.743804 = -1338170.021214
  nChanged 444
		SP:Iteration 4Q (8474.910000 sec): 3 clusters
  Score: Raw -1341365.860103 + Penalty 3042.743804 = -1338323.116299
  nChanged 384
		SP:Iteration 5Q (8474.940000 sec): 3 clusters
  Score: Raw -1341493.116603 + Penalty 3042.743804 = -1338450.372799
  nChanged 351
		SP:Iteration 6Q (8474.970000 sec): 3 clusters
  Score: Raw -1341628.850735 + Penalty 3042.743804 = -1338586.106931
  nChanged 346
		SP:Iteration 7Q (8475.010000 sec): 3 clusters
  Score: Raw -1341757.234569 + Penalty 3042.743804 = -1338714.490765
  nChanged 325
		SP:Iteration 8Q (8475.040000 sec): 3 clusters
  Score: Raw -1341875.691235 + Penalty 3042.743804 = -1338832.947431
  nChanged 319
		SP:Iteration 9Q (8475.070000 sec): 3 clusters
  Score: Raw -1341994.250385 + Penalty 3042.743804 = -1338951.506581
  nChanged 312
		SP:Iteration 10Q (8475.100000 sec): 3 clusters
  Score: Raw -1342120.876779 + Penalty 3042.743804 = -1339078.132975
  nChanged 340
		SP:Iteration 11Q (8475.130000 sec): 3 clusters
  Score: Raw -1342239.715166 + Penalty 3042.743804 = -1339196.971361
  nChanged 312
		SP:Iteration 12Q (8475.160000 sec): 3 clusters
  Score: Raw -1342364.639009 + Penalty 3042.743804 = -1339321.895205
  nChanged 303
		SP:Iteration 13Q (8475.190000 sec): 3 clusters
  Score: Raw -1342485.609866 + Penalty 3042.743804 = -1339442.866062
  nChanged 306
		SP:Iteration 14Q (8475.220000 sec): 3 clusters
  Score: Raw -1342603.901956 + Penalty 3042.743804 = -1339561.158152
  nChanged 329
		SP:Iteration 15Q (8475.250000 sec): 3 clusters
  Score: Raw -1342741.574398 + Penalty 3042.743804 = -1339698.830594
  nChanged 319
		SP:Iteration 16Q (8475.280000 sec): 3 clusters
  Score: Raw -1342872.939614 + Penalty 3042.743804 = -1339830.195810
  nChanged 318
		SP:Iteration 17Q (8475.310000 sec): 3 clusters
  Score: Raw -1343012.702375 + Penalty 3042.743804 = -1339969.958571
  nChanged 305
		SP:Iteration 18Q (8475.340000 sec): 3 clusters
  Score: Raw -1343153.898540 + Penalty 3042.743804 = -1340111.154736
  nChanged 312
		SP:Iteration 19Q (8475.370000 sec): 3 clusters
  Score: Raw -1343310.977727 + Penalty 3042.743804 = -1340268.233923
  nChanged 316
		SP:Iteration 20F (8475.400000 sec): 3 clusters
  Score: Raw -1343469.431072 + Penalty 3042.743804 = -1340426.687268
  nChanged 284
		SP:Iteration 21Q (8475.430000 sec): 3 clusters
  Score: Raw -1343610.002230 + Penalty 3042.743804 = -1340567.258426
  nChanged 267
		SP:Iteration 22Q (8475.460000 sec): 3 clusters
  Score: Raw -1343750.218888 + Penalty 3042.743804 = -1340707.475084
  nChanged 271
		SP:Iteration 23Q (8475.480000 sec): 3 clusters
  Score: Raw -1343911.466760 + Penalty 3042.743804 = -1340868.722956
  nChanged 258
		SP:Iteration 24Q (8475.510000 sec): 3 clusters
  Score: Raw -1344058.787890 + Penalty 3042.743804 = -1341016.044086
  nChanged 220
		SP:Iteration 25Q (8475.540000 sec): 3 clusters
  Score: Raw -1344183.197065 + Penalty 3042.743804 = -1341140.453261
  nChanged 197
		SP:Iteration 26Q (8475.560000 sec): 3 clusters
  Score: Raw -1344298.533043 + Penalty 3042.743804 = -1341255.789238
  nChanged 168
		SP:Iteration 27Q (8475.590000 sec): 3 clusters
  Score: Raw -1344398.309711 + Penalty 3042.743804 = -1341355.565907
  nChanged 143
		SP:Iteration 28Q (8475.610000 sec): 3 clusters
  Score: Raw -1344479.710781 + Penalty 3042.743804 = -1341436.966977
  nChanged 118
		SP:Iteration 29Q (8475.640000 sec): 3 clusters
  Score: Raw -1344548.269196 + Penalty 3042.743804 = -1341505.525392
  nChanged 106
		SP:Iteration 30Q (8475.660000 sec): 3 clusters
  Score: Raw -1344613.326932 + Penalty 3042.743804 = -1341570.583128
  nChanged 81
		SP:Iteration 31Q (8475.690000 sec): 3 clusters
  Score: Raw -1344655.138051 + Penalty 3042.743804 = -1341612.394247
  nChanged 74
		SP:Iteration 32Q (8475.710000 sec): 3 clusters
  Score: Raw -1344697.322107 + Penalty 3042.743804 = -1341654.578303
  nChanged 55
		SP:Iteration 33Q (8475.730000 sec): 3 clusters
  Score: Raw -1344728.080944 + Penalty 3042.743804 = -1341685.337140
  nChanged 40
		SP:Iteration 34Q (8475.760000 sec): 3 clusters
  Score: Raw -1344754.374897 + Penalty 3042.743804 = -1341711.631093
  nChanged 45
		SP:Iteration 35Q (8475.780000 sec): 3 clusters
  Score: Raw -1344790.705379 + Penalty 3042.743804 = -1341747.961575
  nChanged 31
		SP:Iteration 36Q (8475.800000 sec): 3 clusters
  Score: Raw -1344814.576425 + Penalty 3042.743804 = -1341771.832621
  nChanged 23
		SP:Iteration 37Q (8475.830000 sec): 3 clusters
  Score: Raw -1344838.180570 + Penalty 3042.743804 = -1341795.436766
  nChanged 20
		SP:Iteration 38Q (8475.850000 sec): 3 clusters
  Score: Raw -1344858.581873 + Penalty 3042.743804 = -1341815.838069
  nChanged 26
		SP:Iteration 39Q (8475.870000 sec): 3 clusters
  Score: Raw -1344879.005329 + Penalty 3042.743804 = -1341836.261525
  nChanged 21
		SP:Iteration 40F (8475.900000 sec): 3 clusters
  Score: Raw -1344899.084505 + Penalty 3042.743804 = -1341856.340701
  nChanged 20
		SP:Iteration 41Q (8475.920000 sec): 3 clusters
  Score: Raw -1344917.959320 + Penalty 3042.743804 = -1341875.215516
  nChanged 17
		SP:Iteration 42Q (8475.940000 sec): 3 clusters
  Score: Raw -1344927.802300 + Penalty 3042.743804 = -1341885.058496
  nChanged 11
		SP:Iteration 43Q (8475.960000 sec): 3 clusters
  Score: Raw -1344938.274417 + Penalty 3042.743804 = -1341895.530613
  nChanged 13
		SP:Iteration 44Q (8475.990000 sec): 3 clusters
  Score: Raw -1344948.927715 + Penalty 3042.743804 = -1341906.183911
  nChanged 10
		SP:Iteration 45Q (8476.010000 sec): 3 clusters
  Score: Raw -1344956.267173 + Penalty 3042.743804 = -1341913.523369
  nChanged 5
		SP:Iteration 46Q (8476.030000 sec): 3 clusters
  Score: Raw -1344958.816474 + Penalty 3042.743804 = -1341916.072669
  nChanged 4
		SP:Iteration 47Q (8476.050000 sec): 3 clusters
  Score: Raw -1344962.707137 + Penalty 3042.743804 = -1341919.963333
  nChanged 7
		SP:Iteration 48Q (8476.070000 sec): 3 clusters
  Score: Raw -1344966.106364 + Penalty 3042.743804 = -1341923.362560
  nChanged 4
		SP:Iteration 49Q (8476.090000 sec): 3 clusters
  Score: Raw -1344969.273711 + Penalty 3042.743804 = -1341926.529907
  nChanged 5
		SP:Iteration 50Q (8476.110000 sec): 3 clusters
  Score: Raw -1344972.213593 + Penalty 3042.743804 = -1341929.469789
  nChanged 5
		SP:Iteration 51Q (8476.130000 sec): 3 clusters
  Score: Raw -1344974.461678 + Penalty 3042.743804 = -1341931.717874
  nChanged 1
		SP:Iteration 52Q (8476.150000 sec): 3 clusters
  Score: Raw -1344974.900151 + Penalty 3042.743804 = -1341932.156347
  nChanged 1
		SP:Iteration 53Q (8476.180000 sec): 3 clusters
  Score: Raw -1344975.012920 + Penalty 3042.743804 = -1341932.269115
  nChanged 0
		SP:Iteration 54F (8476.210000 sec): 3 clusters
  Score: Raw -1344975.012920 + Penalty 3042.743804 = -1341932.269115
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8476.230000 sec): 2 clusters
  Score: Raw -492758.381036 + Penalty 1369.821797 = -491388.559240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8476.240000 sec): 3 clusters
  Score: Raw -490438.837381 + Penalty 2739.643593 = -487699.193788
  nChanged 1845
		SP:Iteration 1F (8476.250000 sec): 3 clusters
  Score: Raw -491607.005987 + Penalty 2739.643593 = -488867.362394
  nChanged 377
		SP:Iteration 2F (8476.260000 sec): 3 clusters
  Score: Raw -491933.263871 + Penalty 2739.643593 = -489193.620278
  nChanged 347
		SP:Iteration 3F (8476.270000 sec): 3 clusters
  Score: Raw -492245.864759 + Penalty 2739.643593 = -489506.221166
  nChanged 349
		SP:Iteration 4F (8476.280000 sec): 3 clusters
  Score: Raw -492552.026536 + Penalty 2739.643593 = -489812.382943
  nChanged 311
		SP:Iteration 5F (8476.290000 sec): 3 clusters
  Score: Raw -492785.097467 + Penalty 2739.643593 = -490045.453874
  nChanged 237
		SP:Iteration 6F (8476.310000 sec): 3 clusters
  Score: Raw -492939.227125 + Penalty 2739.643593 = -490199.583532
  nChanged 150
		SP:Iteration 7Q (8476.320000 sec): 3 clusters
  Score: Raw -493021.580311 + Penalty 2739.643593 = -490281.936718
  nChanged 107
		SP:Iteration 8Q (8476.330000 sec): 3 clusters
  Score: Raw -493074.764858 + Penalty 2739.643593 = -490335.121265
  nChanged 80
		SP:Iteration 9Q (8476.340000 sec): 3 clusters
  Score: Raw -493109.608607 + Penalty 2739.643593 = -490369.965014
  nChanged 48
		SP:Iteration 10Q (8476.350000 sec): 3 clusters
  Score: Raw -493128.491389 + Penalty 2739.643593 = -490388.847796
  nChanged 42
		SP:Iteration 11Q (8476.360000 sec): 3 clusters
  Score: Raw -493143.845177 + Penalty 2739.643593 = -490404.201584
  nChanged 30
		SP:Iteration 12Q (8476.370000 sec): 3 clusters
  Score: Raw -493153.849067 + Penalty 2739.643593 = -490414.205474
  nChanged 18
		SP:Iteration 13Q (8476.390000 sec): 3 clusters
  Score: Raw -493159.121771 + Penalty 2739.643593 = -490419.478178
  nChanged 17
		SP:Iteration 14Q (8476.400000 sec): 3 clusters
  Score: Raw -493163.664590 + Penalty 2739.643593 = -490424.020997
  nChanged 9
		SP:Iteration 15Q (8476.410000 sec): 3 clusters
  Score: Raw -493167.543554 + Penalty 2739.643593 = -490427.899961
  nChanged 10
		SP:Iteration 16Q (8476.420000 sec): 3 clusters
  Score: Raw -493170.221166 + Penalty 2739.643593 = -490430.577573
  nChanged 8
		SP:Iteration 17Q (8476.430000 sec): 3 clusters
  Score: Raw -493172.487499 + Penalty 2739.643593 = -490432.843906
  nChanged 11
		SP:Iteration 18Q (8476.440000 sec): 3 clusters
  Score: Raw -493175.973751 + Penalty 2739.643593 = -490436.330158
  nChanged 10
		SP:Iteration 19Q (8476.450000 sec): 3 clusters
  Score: Raw -493178.521342 + Penalty 2739.643593 = -490438.877749
  nChanged 6
		SP:Iteration 20F (8476.470000 sec): 3 clusters
  Score: Raw -493179.739664 + Penalty 2739.643593 = -490440.096071
  nChanged 5
		SP:Iteration 21Q (8476.480000 sec): 3 clusters
  Score: Raw -493180.745270 + Penalty 2739.643593 = -490441.101677
  nChanged 5
		SP:Iteration 22Q (8476.490000 sec): 3 clusters
  Score: Raw -493182.161723 + Penalty 2739.643593 = -490442.518130
  nChanged 6
		SP:Iteration 23Q (8476.500000 sec): 3 clusters
  Score: Raw -493183.701305 + Penalty 2739.643593 = -490444.057712
  nChanged 5
		SP:Iteration 24Q (8476.510000 sec): 3 clusters
  Score: Raw -493184.497250 + Penalty 2739.643593 = -490444.853657
  nChanged 4
		SP:Iteration 25Q (8476.520000 sec): 3 clusters
  Score: Raw -493185.656484 + Penalty 2739.643593 = -490446.012891
  nChanged 7
		SP:Iteration 26Q (8476.530000 sec): 3 clusters
  Score: Raw -493187.991614 + Penalty 2739.643593 = -490448.348021
  nChanged 7
		SP:Iteration 27Q (8476.550000 sec): 3 clusters
  Score: Raw -493189.492054 + Penalty 2739.643593 = -490449.848461
  nChanged 6
		SP:Iteration 28Q (8476.560000 sec): 3 clusters
  Score: Raw -493191.494388 + Penalty 2739.643593 = -490451.850795
  nChanged 5
		SP:Iteration 29Q (8476.570000 sec): 3 clusters
  Score: Raw -493192.540098 + Penalty 2739.643593 = -490452.896505
  nChanged 2
		SP:Iteration 30Q (8476.580000 sec): 3 clusters
  Score: Raw -493192.959244 + Penalty 2739.643593 = -490453.315651
  nChanged 3
		SP:Iteration 31Q (8476.590000 sec): 3 clusters
  Score: Raw -493193.761916 + Penalty 2739.643593 = -490454.118323
  nChanged 0
		SP:Iteration 32F (8476.600000 sec): 3 clusters
  Score: Raw -493193.761916 + Penalty 2739.643593 = -490454.118323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8476.660000 sec): 2 clusters
  Score: Raw -2038055.606683 + Penalty 1591.698356 = -2036463.908328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8476.710000 sec): 3 clusters
  Score: Raw -2027452.461882 + Penalty 3183.396711 = -2024269.065171
  nChanged 7989
		SP:Iteration 1F (8476.750000 sec): 3 clusters
  Score: Raw -2032239.735366 + Penalty 3183.396711 = -2029056.338655
  nChanged 1449
		SP:Iteration 2F (8476.800000 sec): 3 clusters
  Score: Raw -2033305.940329 + Penalty 3183.396711 = -2030122.543618
  nChanged 1495
		SP:Iteration 3F (8476.850000 sec): 3 clusters
  Score: Raw -2034416.000718 + Penalty 3183.396711 = -2031232.604006
  nChanged 1396
		SP:Iteration 4F (8476.890000 sec): 3 clusters
  Score: Raw -2035321.019156 + Penalty 3183.396711 = -2032137.622445
  nChanged 1188
		SP:Iteration 5F (8476.940000 sec): 3 clusters
  Score: Raw -2035992.421178 + Penalty 3183.396711 = -2032809.024467
  nChanged 900
		SP:Iteration 6F (8476.990000 sec): 3 clusters
  Score: Raw -2036484.397347 + Penalty 3183.396711 = -2033301.000636
  nChanged 822
		SP:Iteration 7Q (8477.040000 sec): 3 clusters
  Score: Raw -2036956.505698 + Penalty 3183.396711 = -2033773.108987
  nChanged 760
		SP:Iteration 8Q (8477.090000 sec): 3 clusters
  Score: Raw -2037406.606593 + Penalty 3183.396711 = -2034223.209882
  nChanged 655
		SP:Iteration 9Q (8477.130000 sec): 3 clusters
  Score: Raw -2037787.371222 + Penalty 3183.396711 = -2034603.974511
  nChanged 537
		SP:Iteration 10Q (8477.180000 sec): 3 clusters
  Score: Raw -2038103.367378 + Penalty 3183.396711 = -2034919.970667
  nChanged 475
		SP:Iteration 11Q (8477.230000 sec): 3 clusters
  Score: Raw -2038377.941754 + Penalty 3183.396711 = -2035194.545043
  nChanged 410
		SP:Iteration 12Q (8477.280000 sec): 3 clusters
  Score: Raw -2038613.108105 + Penalty 3183.396711 = -2035429.711394
  nChanged 316
		SP:Iteration 13Q (8477.330000 sec): 3 clusters
  Score: Raw -2038791.918267 + Penalty 3183.396711 = -2035608.521556
  nChanged 252
		SP:Iteration 14Q (8477.370000 sec): 3 clusters
  Score: Raw -2038936.584665 + Penalty 3183.396711 = -2035753.187954
  nChanged 185
		SP:Iteration 15Q (8477.420000 sec): 3 clusters
  Score: Raw -2039035.584316 + Penalty 3183.396711 = -2035852.187605
  nChanged 132
		SP:Iteration 16Q (8477.470000 sec): 3 clusters
  Score: Raw -2039097.961529 + Penalty 3183.396711 = -2035914.564818
  nChanged 89
		SP:Iteration 17Q (8477.510000 sec): 3 clusters
  Score: Raw -2039146.669158 + Penalty 3183.396711 = -2035963.272447
  nChanged 83
		SP:Iteration 18Q (8477.560000 sec): 3 clusters
  Score: Raw -2039186.745540 + Penalty 3183.396711 = -2036003.348829
  nChanged 70
		SP:Iteration 19Q (8477.610000 sec): 3 clusters
  Score: Raw -2039212.677859 + Penalty 3183.396711 = -2036029.281148
  nChanged 41
		SP:Iteration 20F (8477.660000 sec): 3 clusters
  Score: Raw -2039224.433133 + Penalty 3183.396711 = -2036041.036422
  nChanged 28
		SP:Iteration 21Q (8477.700000 sec): 3 clusters
  Score: Raw -2039231.643158 + Penalty 3183.396711 = -2036048.246447
  nChanged 23
		SP:Iteration 22Q (8477.750000 sec): 3 clusters
  Score: Raw -2039236.417610 + Penalty 3183.396711 = -2036053.020899
  nChanged 15
		SP:Iteration 23Q (8477.800000 sec): 3 clusters
  Score: Raw -2039239.653893 + Penalty 3183.396711 = -2036056.257181
  nChanged 9
		SP:Iteration 24Q (8477.840000 sec): 3 clusters
  Score: Raw -2039242.123095 + Penalty 3183.396711 = -2036058.726384
  nChanged 8
		SP:Iteration 25Q (8477.890000 sec): 3 clusters
  Score: Raw -2039243.848624 + Penalty 3183.396711 = -2036060.451913
  nChanged 5
		SP:Iteration 26Q (8477.940000 sec): 3 clusters
  Score: Raw -2039244.842350 + Penalty 3183.396711 = -2036061.445639
  nChanged 6
		SP:Iteration 27Q (8477.980000 sec): 3 clusters
  Score: Raw -2039245.716542 + Penalty 3183.396711 = -2036062.319831
  nChanged 3
		SP:Iteration 28Q (8478.030000 sec): 3 clusters
  Score: Raw -2039246.339726 + Penalty 3183.396711 = -2036062.943015
  nChanged 2
		SP:Iteration 29Q (8478.080000 sec): 3 clusters
  Score: Raw -2039246.728851 + Penalty 3183.396711 = -2036063.332140
  nChanged 1
		SP:Iteration 30Q (8478.120000 sec): 3 clusters
  Score: Raw -2039246.998108 + Penalty 3183.396711 = -2036063.601397
  nChanged 1
		SP:Iteration 31Q (8478.170000 sec): 3 clusters
  Score: Raw -2039247.268439 + Penalty 3183.396711 = -2036063.871727
  nChanged 3
		SP:Iteration 32Q (8478.220000 sec): 3 clusters
  Score: Raw -2039247.747346 + Penalty 3183.396711 = -2036064.350634
  nChanged 6
		SP:Iteration 33Q (8478.260000 sec): 3 clusters
  Score: Raw -2039249.012111 + Penalty 3183.396711 = -2036065.615400
  nChanged 4
		SP:Iteration 34Q (8478.310000 sec): 3 clusters
  Score: Raw -2039249.706206 + Penalty 3183.396711 = -2036066.309494
  nChanged 2
		SP:Iteration 35Q (8478.350000 sec): 3 clusters
  Score: Raw -2039250.046103 + Penalty 3183.396711 = -2036066.649392
  nChanged 1
		SP:Iteration 36Q (8478.400000 sec): 3 clusters
  Score: Raw -2039250.119752 + Penalty 3183.396711 = -2036066.723041
  nChanged 2
		SP:Iteration 37Q (8478.450000 sec): 3 clusters
  Score: Raw -2039250.555774 + Penalty 3183.396711 = -2036067.159063
  nChanged 3
		SP:Iteration 38Q (8478.490000 sec): 3 clusters
  Score: Raw -2039251.124282 + Penalty 3183.396711 = -2036067.727570
  nChanged 2
		SP:Iteration 39Q (8478.540000 sec): 3 clusters
  Score: Raw -2039251.840160 + Penalty 3183.396711 = -2036068.443449
  nChanged 5
		SP:Iteration 40F (8478.590000 sec): 3 clusters
  Score: Raw -2039253.347916 + Penalty 3183.396711 = -2036069.951204
  nChanged 2
		SP:Iteration 41Q (8478.640000 sec): 3 clusters
  Score: Raw -2039254.370346 + Penalty 3183.396711 = -2036070.973635
  nChanged 4
		SP:Iteration 42Q (8478.680000 sec): 3 clusters
  Score: Raw -2039255.100153 + Penalty 3183.396711 = -2036071.703441
  nChanged 2
		SP:Iteration 43Q (8478.730000 sec): 3 clusters
  Score: Raw -2039255.641461 + Penalty 3183.396711 = -2036072.244750
  nChanged 1
		SP:Iteration 44Q (8478.770000 sec): 3 clusters
  Score: Raw -2039255.910214 + Penalty 3183.396711 = -2036072.513503
  nChanged 2
		SP:Iteration 45Q (8478.820000 sec): 3 clusters
  Score: Raw -2039256.202170 + Penalty 3183.396711 = -2036072.805459
  nChanged 1
		SP:Iteration 46Q (8478.870000 sec): 3 clusters
  Score: Raw -2039256.768469 + Penalty 3183.396711 = -2036073.371758
  nChanged 4
		SP:Iteration 47Q (8478.910000 sec): 3 clusters
  Score: Raw -2039257.341413 + Penalty 3183.396711 = -2036073.944702
  nChanged 2
		SP:Iteration 48Q (8478.960000 sec): 3 clusters
  Score: Raw -2039257.917841 + Penalty 3183.396711 = -2036074.521130
  nChanged 2
		SP:Iteration 49Q (8479.010000 sec): 3 clusters
  Score: Raw -2039258.082790 + Penalty 3183.396711 = -2036074.686078
  nChanged 1
		SP:Iteration 50Q (8479.050000 sec): 3 clusters
  Score: Raw -2039258.212569 + Penalty 3183.396711 = -2036074.815858
  nChanged 1
		SP:Iteration 51Q (8479.100000 sec): 3 clusters
  Score: Raw -2039258.421679 + Penalty 3183.396711 = -2036075.024968
  nChanged 0
		SP:Iteration 52F (8479.150000 sec): 3 clusters
  Score: Raw -2039258.421679 + Penalty 3183.396711 = -2036075.024968
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8479.250000 sec): 2 clusters
  Score: Raw -3952257.428294 + Penalty 1693.596535 = -3950563.831759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8479.340000 sec): 3 clusters
  Score: Raw -3931420.815587 + Penalty 3387.193071 = -3928033.622516
  nChanged 15531
		SP:Iteration 1F (8479.430000 sec): 3 clusters
  Score: Raw -3940121.767061 + Penalty 3387.193071 = -3936734.573991
  nChanged 1791
		SP:Iteration 2F (8479.520000 sec): 3 clusters
  Score: Raw -3940895.819066 + Penalty 3387.193071 = -3937508.625995
  nChanged 1934
		SP:Iteration 3F (8479.610000 sec): 3 clusters
  Score: Raw -3941827.804809 + Penalty 3387.193071 = -3938440.611738
  nChanged 2125
		SP:Iteration 4F (8479.710000 sec): 3 clusters
  Score: Raw -3942991.467180 + Penalty 3387.193071 = -3939604.274109
  nChanged 2206
		SP:Iteration 5F (8479.790000 sec): 3 clusters
  Score: Raw -3944266.757459 + Penalty 3387.193071 = -3940879.564388
  nChanged 2131
		SP:Iteration 6F (8479.890000 sec): 3 clusters
  Score: Raw -3945620.249323 + Penalty 3387.193071 = -3942233.056252
  nChanged 1876
		SP:Iteration 7F (8479.970000 sec): 3 clusters
  Score: Raw -3947004.857610 + Penalty 3387.193071 = -3943617.664539
  nChanged 1671
		SP:Iteration 8Q (8480.070000 sec): 3 clusters
  Score: Raw -3948376.247712 + Penalty 3387.193071 = -3944989.054641
  nChanged 1345
		SP:Iteration 9Q (8480.150000 sec): 3 clusters
  Score: Raw -3949450.079992 + Penalty 3387.193071 = -3946062.886922
  nChanged 1029
		SP:Iteration 10Q (8480.240000 sec): 3 clusters
  Score: Raw -3950114.083721 + Penalty 3387.193071 = -3946726.890651
  nChanged 696
		SP:Iteration 11Q (8480.330000 sec): 3 clusters
  Score: Raw -3950462.388945 + Penalty 3387.193071 = -3947075.195874
  nChanged 520
		SP:Iteration 12Q (8480.410000 sec): 3 clusters
  Score: Raw -3950678.058153 + Penalty 3387.193071 = -3947290.865082
  nChanged 457
		SP:Iteration 13Q (8480.490000 sec): 3 clusters
  Score: Raw -3950857.573005 + Penalty 3387.193071 = -3947470.379935
  nChanged 404
		SP:Iteration 14Q (8480.570000 sec): 3 clusters
  Score: Raw -3951014.606583 + Penalty 3387.193071 = -3947627.413512
  nChanged 382
		SP:Iteration 15Q (8480.650000 sec): 3 clusters
  Score: Raw -3951165.958172 + Penalty 3387.193071 = -3947778.765102
  nChanged 365
		SP:Iteration 16Q (8480.720000 sec): 3 clusters
  Score: Raw -3951316.378075 + Penalty 3387.193071 = -3947929.185005
  nChanged 340
		SP:Iteration 17Q (8480.800000 sec): 3 clusters
  Score: Raw -3951457.643739 + Penalty 3387.193071 = -3948070.450669
  nChanged 332
		SP:Iteration 18Q (8480.880000 sec): 3 clusters
  Score: Raw -3951598.745346 + Penalty 3387.193071 = -3948211.552275
  nChanged 325
		SP:Iteration 19Q (8480.950000 sec): 3 clusters
  Score: Raw -3951721.517395 + Penalty 3387.193071 = -3948334.324324
  nChanged 260
		SP:Iteration 20F (8481.040000 sec): 3 clusters
  Score: Raw -3951822.506190 + Penalty 3387.193071 = -3948435.313119
  nChanged 251
		SP:Iteration 21Q (8481.110000 sec): 3 clusters
  Score: Raw -3951925.483522 + Penalty 3387.193071 = -3948538.290451
  nChanged 238
		SP:Iteration 22Q (8481.180000 sec): 3 clusters
  Score: Raw -3952034.654299 + Penalty 3387.193071 = -3948647.461229
  nChanged 246
		SP:Iteration 23Q (8481.250000 sec): 3 clusters
  Score: Raw -3952148.465239 + Penalty 3387.193071 = -3948761.272168
  nChanged 204
		SP:Iteration 24Q (8481.320000 sec): 3 clusters
  Score: Raw -3952234.071323 + Penalty 3387.193071 = -3948846.878252
  nChanged 183
		SP:Iteration 25Q (8481.390000 sec): 3 clusters
  Score: Raw -3952313.211156 + Penalty 3387.193071 = -3948926.018085
  nChanged 167
		SP:Iteration 26Q (8481.460000 sec): 3 clusters
  Score: Raw -3952380.454523 + Penalty 3387.193071 = -3948993.261452
  nChanged 128
		SP:Iteration 27Q (8481.530000 sec): 3 clusters
  Score: Raw -3952422.140246 + Penalty 3387.193071 = -3949034.947175
  nChanged 115
		SP:Iteration 28Q (8481.600000 sec): 3 clusters
  Score: Raw -3952465.528868 + Penalty 3387.193071 = -3949078.335798
  nChanged 106
		SP:Iteration 29Q (8481.670000 sec): 3 clusters
  Score: Raw -3952507.275539 + Penalty 3387.193071 = -3949120.082468
  nChanged 93
		SP:Iteration 30Q (8481.730000 sec): 3 clusters
  Score: Raw -3952546.580184 + Penalty 3387.193071 = -3949159.387113
  nChanged 91
		SP:Iteration 31Q (8481.800000 sec): 3 clusters
  Score: Raw -3952582.790973 + Penalty 3387.193071 = -3949195.597903
  nChanged 82
		SP:Iteration 32Q (8481.870000 sec): 3 clusters
  Score: Raw -3952611.024471 + Penalty 3387.193071 = -3949223.831401
  nChanged 81
		SP:Iteration 33Q (8481.940000 sec): 3 clusters
  Score: Raw -3952639.221820 + Penalty 3387.193071 = -3949252.028749
  nChanged 63
		SP:Iteration 34Q (8482.000000 sec): 3 clusters
  Score: Raw -3952656.632720 + Penalty 3387.193071 = -3949269.439649
  nChanged 50
		SP:Iteration 35Q (8482.070000 sec): 3 clusters
  Score: Raw -3952671.295818 + Penalty 3387.193071 = -3949284.102748
  nChanged 40
		SP:Iteration 36Q (8482.140000 sec): 3 clusters
  Score: Raw -3952681.170055 + Penalty 3387.193071 = -3949293.976985
  nChanged 33
		SP:Iteration 37Q (8482.200000 sec): 3 clusters
  Score: Raw -3952691.943807 + Penalty 3387.193071 = -3949304.750737
  nChanged 49
		SP:Iteration 38Q (8482.270000 sec): 3 clusters
  Score: Raw -3952708.315429 + Penalty 3387.193071 = -3949321.122359
  nChanged 38
		SP:Iteration 39Q (8482.330000 sec): 3 clusters
  Score: Raw -3952718.678516 + Penalty 3387.193071 = -3949331.485445
  nChanged 26
		SP:Iteration 40F (8482.420000 sec): 3 clusters
  Score: Raw -3952728.829853 + Penalty 3387.193071 = -3949341.636783
  nChanged 35
		SP:Iteration 41Q (8482.490000 sec): 3 clusters
  Score: Raw -3952741.464662 + Penalty 3387.193071 = -3949354.271592
  nChanged 30
		SP:Iteration 42Q (8482.550000 sec): 3 clusters
  Score: Raw -3952752.489038 + Penalty 3387.193071 = -3949365.295967
  nChanged 33
		SP:Iteration 43Q (8482.620000 sec): 3 clusters
  Score: Raw -3952760.460475 + Penalty 3387.193071 = -3949373.267404
  nChanged 19
		SP:Iteration 44Q (8482.690000 sec): 3 clusters
  Score: Raw -3952765.882011 + Penalty 3387.193071 = -3949378.688941
  nChanged 16
		SP:Iteration 45Q (8482.750000 sec): 3 clusters
  Score: Raw -3952769.365034 + Penalty 3387.193071 = -3949382.171963
  nChanged 12
		SP:Iteration 46Q (8482.810000 sec): 3 clusters
  Score: Raw -3952772.531425 + Penalty 3387.193071 = -3949385.338354
  nChanged 10
		SP:Iteration 47Q (8482.880000 sec): 3 clusters
  Score: Raw -3952775.522334 + Penalty 3387.193071 = -3949388.329263
  nChanged 11
		SP:Iteration 48Q (8482.940000 sec): 3 clusters
  Score: Raw -3952778.260938 + Penalty 3387.193071 = -3949391.067867
  nChanged 11
		SP:Iteration 49Q (8483.010000 sec): 3 clusters
  Score: Raw -3952781.280092 + Penalty 3387.193071 = -3949394.087021
  nChanged 2
		SP:Iteration 50Q (8483.070000 sec): 3 clusters
  Score: Raw -3952781.666835 + Penalty 3387.193071 = -3949394.473764
  nChanged 1
		SP:Iteration 51Q (8483.140000 sec): 3 clusters
  Score: Raw -3952781.911911 + Penalty 3387.193071 = -3949394.718840
  nChanged 4
		SP:Iteration 52Q (8483.200000 sec): 3 clusters
  Score: Raw -3952783.298071 + Penalty 3387.193071 = -3949396.105001
  nChanged 9
		SP:Iteration 53Q (8483.270000 sec): 3 clusters
  Score: Raw -3952786.673139 + Penalty 3387.193071 = -3949399.480068
  nChanged 7
		SP:Iteration 54Q (8483.330000 sec): 3 clusters
  Score: Raw -3952788.896666 + Penalty 3387.193071 = -3949401.703595
  nChanged 13
		SP:Iteration 55Q (8483.390000 sec): 3 clusters
  Score: Raw -3952793.966899 + Penalty 3387.193071 = -3949406.773828
  nChanged 8
		SP:Iteration 56Q (8483.460000 sec): 3 clusters
  Score: Raw -3952796.785586 + Penalty 3387.193071 = -3949409.592515
  nChanged 7
		SP:Iteration 57Q (8483.530000 sec): 3 clusters
  Score: Raw -3952799.466349 + Penalty 3387.193071 = -3949412.273278
  nChanged 7
		SP:Iteration 58Q (8483.590000 sec): 3 clusters
  Score: Raw -3952801.571954 + Penalty 3387.193071 = -3949414.378883
  nChanged 5
		SP:Iteration 59Q (8483.650000 sec): 3 clusters
  Score: Raw -3952802.613937 + Penalty 3387.193071 = -3949415.420866
  nChanged 2
		SP:Iteration 60F (8483.740000 sec): 3 clusters
  Score: Raw -3952803.005314 + Penalty 3387.193071 = -3949415.812243
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8483.770000 sec): 2 clusters
  Score: Raw -670544.114673 + Penalty 1415.395301 = -669128.719372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8483.790000 sec): 3 clusters
  Score: Raw -667338.119352 + Penalty 2830.790601 = -664507.328750
  nChanged 2461
		SP:Iteration 1F (8483.810000 sec): 3 clusters
  Score: Raw -668753.709778 + Penalty 2830.790601 = -665922.919177
  nChanged 478
		SP:Iteration 2F (8483.820000 sec): 3 clusters
  Score: Raw -669058.223311 + Penalty 2830.790601 = -666227.432709
  nChanged 387
		SP:Iteration 3F (8483.840000 sec): 3 clusters
  Score: Raw -669308.645102 + Penalty 2830.790601 = -666477.854501
  nChanged 348
		SP:Iteration 4F (8483.850000 sec): 3 clusters
  Score: Raw -669547.438210 + Penalty 2830.790601 = -666716.647608
  nChanged 350
		SP:Iteration 5F (8483.870000 sec): 3 clusters
  Score: Raw -669788.180661 + Penalty 2830.790601 = -666957.390060
  nChanged 324
		SP:Iteration 6F (8483.890000 sec): 3 clusters
  Score: Raw -670025.624238 + Penalty 2830.790601 = -667194.833636
  nChanged 281
		SP:Iteration 7Q (8483.900000 sec): 3 clusters
  Score: Raw -670235.904273 + Penalty 2830.790601 = -667405.113672
  nChanged 279
		SP:Iteration 8Q (8483.910000 sec): 3 clusters
  Score: Raw -670422.410222 + Penalty 2830.790601 = -667591.619621
  nChanged 244
		SP:Iteration 9Q (8483.930000 sec): 3 clusters
  Score: Raw -670566.485332 + Penalty 2830.790601 = -667735.694730
  nChanged 181
		SP:Iteration 10Q (8483.950000 sec): 3 clusters
  Score: Raw -670673.826614 + Penalty 2830.790601 = -667843.036013
  nChanged 129
		SP:Iteration 11Q (8483.960000 sec): 3 clusters
  Score: Raw -670740.226633 + Penalty 2830.790601 = -667909.436031
  nChanged 114
		SP:Iteration 12Q (8483.970000 sec): 3 clusters
  Score: Raw -670790.986327 + Penalty 2830.790601 = -667960.195726
  nChanged 89
		SP:Iteration 13Q (8483.990000 sec): 3 clusters
  Score: Raw -670827.588276 + Penalty 2830.790601 = -667996.797675
  nChanged 62
		SP:Iteration 14Q (8484.000000 sec): 3 clusters
  Score: Raw -670851.073946 + Penalty 2830.790601 = -668020.283345
  nChanged 50
		SP:Iteration 15Q (8484.020000 sec): 3 clusters
  Score: Raw -670866.854967 + Penalty 2830.790601 = -668036.064366
  nChanged 46
		SP:Iteration 16Q (8484.030000 sec): 3 clusters
  Score: Raw -670883.475734 + Penalty 2830.790601 = -668052.685133
  nChanged 43
		SP:Iteration 17Q (8484.050000 sec): 3 clusters
  Score: Raw -670898.357020 + Penalty 2830.790601 = -668067.566419
  nChanged 38
		SP:Iteration 18Q (8484.060000 sec): 3 clusters
  Score: Raw -670909.240045 + Penalty 2830.790601 = -668078.449444
  nChanged 30
		SP:Iteration 19Q (8484.080000 sec): 3 clusters
  Score: Raw -670916.753842 + Penalty 2830.790601 = -668085.963241
  nChanged 20
		SP:Iteration 20F (8484.100000 sec): 3 clusters
  Score: Raw -670921.357138 + Penalty 2830.790601 = -668090.566537
  nChanged 19
		SP:Iteration 21Q (8484.110000 sec): 3 clusters
  Score: Raw -670924.760254 + Penalty 2830.790601 = -668093.969653
  nChanged 11
		SP:Iteration 22Q (8484.130000 sec): 3 clusters
  Score: Raw -670927.098388 + Penalty 2830.790601 = -668096.307787
  nChanged 12
		SP:Iteration 23Q (8484.140000 sec): 3 clusters
  Score: Raw -670929.197448 + Penalty 2830.790601 = -668098.406847
  nChanged 7
		SP:Iteration 24Q (8484.160000 sec): 3 clusters
  Score: Raw -670930.271031 + Penalty 2830.790601 = -668099.480430
  nChanged 5
		SP:Iteration 25Q (8484.170000 sec): 3 clusters
  Score: Raw -670931.113256 + Penalty 2830.790601 = -668100.322655
  nChanged 4
		SP:Iteration 26Q (8484.180000 sec): 3 clusters
  Score: Raw -670931.776446 + Penalty 2830.790601 = -668100.985845
  nChanged 3
		SP:Iteration 27Q (8484.200000 sec): 3 clusters
  Score: Raw -670932.013442 + Penalty 2830.790601 = -668101.222840
  nChanged 3
		SP:Iteration 28Q (8484.210000 sec): 3 clusters
  Score: Raw -670932.399282 + Penalty 2830.790601 = -668101.608681
  nChanged 5
		SP:Iteration 29Q (8484.230000 sec): 3 clusters
  Score: Raw -670933.471837 + Penalty 2830.790601 = -668102.681236
  nChanged 3
		SP:Iteration 30Q (8484.240000 sec): 3 clusters
  Score: Raw -670933.752473 + Penalty 2830.790601 = -668102.961871
  nChanged 1
		SP:Iteration 31Q (8484.260000 sec): 3 clusters
  Score: Raw -670933.840370 + Penalty 2830.790601 = -668103.049769
  nChanged 1
		SP:Iteration 32Q (8484.270000 sec): 3 clusters
  Score: Raw -670933.988617 + Penalty 2830.790601 = -668103.198015
  nChanged 1
		SP:Iteration 33Q (8484.290000 sec): 3 clusters
  Score: Raw -670934.242709 + Penalty 2830.790601 = -668103.452107
  nChanged 1
		SP:Iteration 34Q (8484.300000 sec): 3 clusters
  Score: Raw -670934.312434 + Penalty 2830.790601 = -668103.521833
  nChanged 0
		SP:Iteration 35F (8484.320000 sec): 3 clusters
  Score: Raw -670934.312434 + Penalty 2830.790601 = -668103.521833
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8484.320000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8484.330000 sec): 3 clusters
  Score: Raw -102336.672793 + Penalty 2207.511939 = -100129.160854
  nChanged 266
		SP:Iteration 1F (8484.330000 sec): 3 clusters
  Score: Raw -102578.589714 + Penalty 2207.511939 = -100371.077775
  nChanged 68
		SP:Iteration 2F (8484.330000 sec): 3 clusters
  Score: Raw -102671.285708 + Penalty 2207.511939 = -100463.773769
  nChanged 36
		SP:Iteration 3Q (8484.330000 sec): 3 clusters
  Score: Raw -102723.737427 + Penalty 2207.511939 = -100516.225488
  nChanged 23
		SP:Iteration 4Q (8484.340000 sec): 3 clusters
  Score: Raw -102765.438450 + Penalty 2207.511939 = -100557.926511
  nChanged 25
		SP:Iteration 5Q (8484.340000 sec): 3 clusters
  Score: Raw -102813.445245 + Penalty 2207.511939 = -100605.933306
  nChanged 19
		SP:Iteration 6Q (8484.340000 sec): 3 clusters
  Score: Raw -102836.931221 + Penalty 2207.511939 = -100629.419283
  nChanged 12
		SP:Iteration 7Q (8484.340000 sec): 3 clusters
  Score: Raw -102849.609934 + Penalty 2207.511939 = -100642.097995
  nChanged 6
		SP:Iteration 8Q (8484.340000 sec): 3 clusters
  Score: Raw -102855.933852 + Penalty 2207.511939 = -100648.421913
  nChanged 4
		SP:Iteration 9Q (8484.350000 sec): 3 clusters
  Score: Raw -102859.510693 + Penalty 2207.511939 = -100651.998754
  nChanged 5
		SP:Iteration 10Q (8484.350000 sec): 3 clusters
  Score: Raw -102865.172253 + Penalty 2207.511939 = -100657.660314
  nChanged 2
		SP:Iteration 11Q (8484.350000 sec): 3 clusters
  Score: Raw -102866.761025 + Penalty 2207.511939 = -100659.249086
  nChanged 1
		SP:Iteration 12Q (8484.350000 sec): 3 clusters
  Score: Raw -102867.067899 + Penalty 2207.511939 = -100659.555960
  nChanged 0
		SP:Iteration 13F (8484.360000 sec): 3 clusters
  Score: Raw -102867.067899 + Penalty 2207.511939 = -100659.555960
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8484.420000 sec): 2 clusters
  Score: Raw -2220502.259909 + Penalty 1605.277566 = -2218896.982343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8484.470000 sec): 3 clusters
  Score: Raw -2208838.060298 + Penalty 3210.555132 = -2205627.505166
  nChanged 8735
		SP:Iteration 1F (8484.520000 sec): 3 clusters
  Score: Raw -2213612.642196 + Penalty 3210.555132 = -2210402.087064
  nChanged 1043
		SP:Iteration 2F (8484.580000 sec): 3 clusters
  Score: Raw -2213990.476259 + Penalty 3210.555132 = -2210779.921126
  nChanged 969
		SP:Iteration 3Q (8484.630000 sec): 3 clusters
  Score: Raw -2214344.218942 + Penalty 3210.555132 = -2211133.663810
  nChanged 875
		SP:Iteration 4Q (8484.680000 sec): 3 clusters
  Score: Raw -2214687.202600 + Penalty 3210.555132 = -2211476.647468
  nChanged 927
		SP:Iteration 5Q (8484.740000 sec): 3 clusters
  Score: Raw -2215134.050572 + Penalty 3210.555132 = -2211923.495439
  nChanged 1109
		SP:Iteration 6F (8484.790000 sec): 3 clusters
  Score: Raw -2215802.818005 + Penalty 3210.555132 = -2212592.262873
  nChanged 1278
		SP:Iteration 7F (8484.840000 sec): 3 clusters
  Score: Raw -2216718.223917 + Penalty 3210.555132 = -2213507.668785
  nChanged 1359
		SP:Iteration 8F (8484.890000 sec): 3 clusters
  Score: Raw -2217819.230391 + Penalty 3210.555132 = -2214608.675258
  nChanged 1227
		SP:Iteration 9F (8484.940000 sec): 3 clusters
  Score: Raw -2218831.759756 + Penalty 3210.555132 = -2215621.204624
  nChanged 904
		SP:Iteration 10Q (8485.000000 sec): 3 clusters
  Score: Raw -2219560.842052 + Penalty 3210.555132 = -2216350.286919
  nChanged 587
		SP:Iteration 11Q (8485.050000 sec): 3 clusters
  Score: Raw -2220051.778370 + Penalty 3210.555132 = -2216841.223238
  nChanged 370
		SP:Iteration 12Q (8485.100000 sec): 3 clusters
  Score: Raw -2220402.927867 + Penalty 3210.555132 = -2217192.372735
  nChanged 196
		SP:Iteration 13Q (8485.140000 sec): 3 clusters
  Score: Raw -2220651.800291 + Penalty 3210.555132 = -2217441.245159
  nChanged 126
		SP:Iteration 14Q (8485.190000 sec): 3 clusters
  Score: Raw -2220901.204571 + Penalty 3210.555132 = -2217690.649438
  nChanged 108
		SP:Iteration 15Q (8485.220000 sec): 3 clusters
  Score: Raw -2221021.015110 + Penalty 3210.555132 = -2217810.459978
  nChanged 76
		SP:Iteration 16Q (8485.260000 sec): 3 clusters
  Score: Raw -2221082.529832 + Penalty 3210.555132 = -2217871.974700
  nChanged 59
		SP:Iteration 17Q (8485.300000 sec): 3 clusters
  Score: Raw -2221124.572028 + Penalty 3210.555132 = -2217914.016895
  nChanged 53
		SP:Iteration 18Q (8485.340000 sec): 3 clusters
  Score: Raw -2221161.643472 + Penalty 3210.555132 = -2217951.088340
  nChanged 42
		SP:Iteration 19Q (8485.380000 sec): 3 clusters
  Score: Raw -2221183.868135 + Penalty 3210.555132 = -2217973.313002
  nChanged 25
		SP:Iteration 20F (8485.430000 sec): 3 clusters
  Score: Raw -2221193.699059 + Penalty 3210.555132 = -2217983.143927
  nChanged 11
		SP:Iteration 21Q (8485.470000 sec): 3 clusters
  Score: Raw -2221196.984564 + Penalty 3210.555132 = -2217986.429431
  nChanged 7
		SP:Iteration 22Q (8485.500000 sec): 3 clusters
  Score: Raw -2221200.016452 + Penalty 3210.555132 = -2217989.461319
  nChanged 7
		SP:Iteration 23Q (8485.540000 sec): 3 clusters
  Score: Raw -2221201.902002 + Penalty 3210.555132 = -2217991.346870
  nChanged 8
		SP:Iteration 24Q (8485.580000 sec): 3 clusters
  Score: Raw -2221204.292755 + Penalty 3210.555132 = -2217993.737622
  nChanged 7
		SP:Iteration 25Q (8485.620000 sec): 3 clusters
  Score: Raw -2221207.143756 + Penalty 3210.555132 = -2217996.588624
  nChanged 8
		SP:Iteration 26Q (8485.650000 sec): 3 clusters
  Score: Raw -2221208.897001 + Penalty 3210.555132 = -2217998.341869
  nChanged 4
		SP:Iteration 27Q (8485.690000 sec): 3 clusters
  Score: Raw -2221209.761485 + Penalty 3210.555132 = -2217999.206353
  nChanged 3
		SP:Iteration 28Q (8485.730000 sec): 3 clusters
  Score: Raw -2221211.218587 + Penalty 3210.555132 = -2218000.663455
  nChanged 6
		SP:Iteration 29Q (8485.760000 sec): 3 clusters
  Score: Raw -2221213.398342 + Penalty 3210.555132 = -2218002.843210
  nChanged 3
		SP:Iteration 30Q (8485.800000 sec): 3 clusters
  Score: Raw -2221214.354918 + Penalty 3210.555132 = -2218003.799785
  nChanged 2
		SP:Iteration 31Q (8485.840000 sec): 3 clusters
  Score: Raw -2221214.872361 + Penalty 3210.555132 = -2218004.317228
  nChanged 2
		SP:Iteration 32Q (8485.880000 sec): 3 clusters
  Score: Raw -2221215.086559 + Penalty 3210.555132 = -2218004.531426
  nChanged 1
		SP:Iteration 33Q (8485.910000 sec): 3 clusters
  Score: Raw -2221215.413460 + Penalty 3210.555132 = -2218004.858328
  nChanged 0
		SP:Iteration 34F (8485.960000 sec): 3 clusters
  Score: Raw -2221215.413460 + Penalty 3210.555132 = -2218004.858328
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8485.990000 sec): 2 clusters
  Score: Raw -598276.180867 + Penalty 1403.933017 = -596872.247849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8486.000000 sec): 3 clusters
  Score: Raw -595352.446982 + Penalty 2807.866035 = -592544.580948
  nChanged 2306
		SP:Iteration 1F (8486.020000 sec): 3 clusters
  Score: Raw -596704.184339 + Penalty 2807.866035 = -593896.318305
  nChanged 447
		SP:Iteration 2F (8486.030000 sec): 3 clusters
  Score: Raw -597007.659831 + Penalty 2807.866035 = -594199.793796
  nChanged 365
		SP:Iteration 3F (8486.050000 sec): 3 clusters
  Score: Raw -597276.792262 + Penalty 2807.866035 = -594468.926227
  nChanged 334
		SP:Iteration 4F (8486.060000 sec): 3 clusters
  Score: Raw -597553.585839 + Penalty 2807.866035 = -594745.719804
  nChanged 327
		SP:Iteration 5F (8486.080000 sec): 3 clusters
  Score: Raw -597820.410878 + Penalty 2807.866035 = -595012.544843
  nChanged 273
		SP:Iteration 6Q (8486.090000 sec): 3 clusters
  Score: Raw -598004.296545 + Penalty 2807.866035 = -595196.430510
  nChanged 227
		SP:Iteration 7Q (8486.100000 sec): 3 clusters
  Score: Raw -598156.042342 + Penalty 2807.866035 = -595348.176308
  nChanged 199
		SP:Iteration 8Q (8486.120000 sec): 3 clusters
  Score: Raw -598279.242501 + Penalty 2807.866035 = -595471.376466
  nChanged 156
		SP:Iteration 9Q (8486.130000 sec): 3 clusters
  Score: Raw -598373.131086 + Penalty 2807.866035 = -595565.265051
  nChanged 132
		SP:Iteration 10Q (8486.140000 sec): 3 clusters
  Score: Raw -598435.652198 + Penalty 2807.866035 = -595627.786163
  nChanged 93
		SP:Iteration 11Q (8486.160000 sec): 3 clusters
  Score: Raw -598466.594123 + Penalty 2807.866035 = -595658.728088
  nChanged 60
		SP:Iteration 12Q (8486.170000 sec): 3 clusters
  Score: Raw -598487.045203 + Penalty 2807.866035 = -595679.179168
  nChanged 52
		SP:Iteration 13Q (8486.190000 sec): 3 clusters
  Score: Raw -598500.418829 + Penalty 2807.866035 = -595692.552794
  nChanged 37
		SP:Iteration 14Q (8486.200000 sec): 3 clusters
  Score: Raw -598508.772752 + Penalty 2807.866035 = -595700.906717
  nChanged 25
		SP:Iteration 15Q (8486.220000 sec): 3 clusters
  Score: Raw -598513.982932 + Penalty 2807.866035 = -595706.116897
  nChanged 23
		SP:Iteration 16Q (8486.230000 sec): 3 clusters
  Score: Raw -598517.414012 + Penalty 2807.866035 = -595709.547978
  nChanged 11
		SP:Iteration 17Q (8486.240000 sec): 3 clusters
  Score: Raw -598519.692409 + Penalty 2807.866035 = -595711.826374
  nChanged 14
		SP:Iteration 18Q (8486.260000 sec): 3 clusters
  Score: Raw -598521.875518 + Penalty 2807.866035 = -595714.009483
  nChanged 10
		SP:Iteration 19Q (8486.270000 sec): 3 clusters
  Score: Raw -598523.354491 + Penalty 2807.866035 = -595715.488456
  nChanged 5
		SP:Iteration 20F (8486.280000 sec): 3 clusters
  Score: Raw -598524.137024 + Penalty 2807.866035 = -595716.270990
  nChanged 6
		SP:Iteration 21Q (8486.300000 sec): 3 clusters
  Score: Raw -598524.818844 + Penalty 2807.866035 = -595716.952809
  nChanged 0
		SP:Iteration 22F (8486.310000 sec): 3 clusters
  Score: Raw -598524.818844 + Penalty 2807.866035 = -595716.952809
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (8605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8486.340000 sec): 2 clusters
  Score: Raw -1005362.120236 + Penalty 1472.266040 = -1003889.854196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8486.360000 sec): 3 clusters
  Score: Raw -1000533.027524 + Penalty 2944.532080 = -997588.495443
  nChanged 3714
		SP:Iteration 1F (8486.380000 sec): 3 clusters
  Score: Raw -1002548.138353 + Penalty 2944.532080 = -999603.606273
  nChanged 508
		SP:Iteration 2F (8486.400000 sec): 3 clusters
  Score: Raw -1002753.179705 + Penalty 2944.532080 = -999808.647624
  nChanged 394
		SP:Iteration 3Q (8486.430000 sec): 3 clusters
  Score: Raw -1002900.981996 + Penalty 2944.532080 = -999956.449916
  nChanged 348
		SP:Iteration 4Q (8486.450000 sec): 3 clusters
  Score: Raw -1003036.081470 + Penalty 2944.532080 = -1000091.549389
  nChanged 345
		SP:Iteration 5Q (8486.470000 sec): 3 clusters
  Score: Raw -1003199.862030 + Penalty 2944.532080 = -1000255.329950
  nChanged 387
		SP:Iteration 6Q (8486.490000 sec): 3 clusters
  Score: Raw -1003407.350017 + Penalty 2944.532080 = -1000462.817937
  nChanged 415
		SP:Iteration 7Q (8486.510000 sec): 3 clusters
  Score: Raw -1003676.858869 + Penalty 2944.532080 = -1000732.326788
  nChanged 486
		SP:Iteration 8F (8486.540000 sec): 3 clusters
  Score: Raw -1004048.785876 + Penalty 2944.532080 = -1001104.253796
  nChanged 477
		SP:Iteration 9F (8486.560000 sec): 3 clusters
  Score: Raw -1004428.214096 + Penalty 2944.532080 = -1001483.682016
  nChanged 379
		SP:Iteration 10Q (8486.580000 sec): 3 clusters
  Score: Raw -1004748.287577 + Penalty 2944.532080 = -1001803.755496
  nChanged 305
		SP:Iteration 11Q (8486.600000 sec): 3 clusters
  Score: Raw -1005006.904542 + Penalty 2944.532080 = -1002062.372462
  nChanged 232
		SP:Iteration 12Q (8486.620000 sec): 3 clusters
  Score: Raw -1005212.786479 + Penalty 2944.532080 = -1002268.254398
  nChanged 143
		SP:Iteration 13Q (8486.640000 sec): 3 clusters
  Score: Raw -1005338.024984 + Penalty 2944.532080 = -1002393.492904
  nChanged 92
		SP:Iteration 14Q (8486.660000 sec): 3 clusters
  Score: Raw -1005424.345710 + Penalty 2944.532080 = -1002479.813630
  nChanged 44
		SP:Iteration 15Q (8486.680000 sec): 3 clusters
  Score: Raw -1005464.486333 + Penalty 2944.532080 = -1002519.954253
  nChanged 25
		SP:Iteration 16Q (8486.700000 sec): 3 clusters
  Score: Raw -1005486.486349 + Penalty 2944.532080 = -1002541.954269
  nChanged 13
		SP:Iteration 17Q (8486.720000 sec): 3 clusters
  Score: Raw -1005499.135867 + Penalty 2944.532080 = -1002554.603787
  nChanged 9
		SP:Iteration 18Q (8486.740000 sec): 3 clusters
  Score: Raw -1005508.232358 + Penalty 2944.532080 = -1002563.700278
  nChanged 11
		SP:Iteration 19Q (8486.760000 sec): 3 clusters
  Score: Raw -1005519.360542 + Penalty 2944.532080 = -1002574.828462
  nChanged 9
		SP:Iteration 20F (8486.780000 sec): 3 clusters
  Score: Raw -1005528.739981 + Penalty 2944.532080 = -1002584.207901
  nChanged 7
		SP:Iteration 21Q (8486.800000 sec): 3 clusters
  Score: Raw -1005534.526976 + Penalty 2944.532080 = -1002589.994896
  nChanged 3
		SP:Iteration 22Q (8486.810000 sec): 3 clusters
  Score: Raw -1005537.927928 + Penalty 2944.532080 = -1002593.395847
  nChanged 2
		SP:Iteration 23Q (8486.830000 sec): 3 clusters
  Score: Raw -1005539.869378 + Penalty 2944.532080 = -1002595.337297
  nChanged 2
		SP:Iteration 24Q (8486.850000 sec): 3 clusters
  Score: Raw -1005541.049494 + Penalty 2944.532080 = -1002596.517414
  nChanged 1
		SP:Iteration 25Q (8486.860000 sec): 3 clusters
  Score: Raw -1005541.372030 + Penalty 2944.532080 = -1002596.839949
  nChanged 1
		SP:Iteration 26Q (8486.880000 sec): 3 clusters
  Score: Raw -1005541.897114 + Penalty 2944.532080 = -1002597.365034
  nChanged 1
		SP:Iteration 27Q (8486.900000 sec): 3 clusters
  Score: Raw -1005542.610538 + Penalty 2944.532080 = -1002598.078457
  nChanged 1
		SP:Iteration 28Q (8486.920000 sec): 3 clusters
  Score: Raw -1005543.514946 + Penalty 2944.532080 = -1002598.982865
  nChanged 0
		SP:Iteration 29F (8486.940000 sec): 3 clusters
  Score: Raw -1005543.514946 + Penalty 2944.532080 = -1002598.982865
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8487.380000 sec): 2 clusters
  Score: Raw -16321641.892718 + Penalty 1925.370354 = -16319716.522364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8487.760000 sec): 3 clusters
  Score: Raw -16229958.554779 + Penalty 3850.740709 = -16226107.814070
  nChanged 67124
		SP:Iteration 1F (8488.140000 sec): 3 clusters
  Score: Raw -16270124.279054 + Penalty 3850.740709 = -16266273.538345
  nChanged 6098
		SP:Iteration 2Q (8488.530000 sec): 3 clusters
  Score: Raw -16272347.008159 + Penalty 3850.740709 = -16268496.267450
  nChanged 7831
		SP:Iteration 3F (8488.910000 sec): 3 clusters
  Score: Raw -16276135.589473 + Penalty 3850.740709 = -16272284.848764
  nChanged 9615
		SP:Iteration 4F (8489.280000 sec): 3 clusters
  Score: Raw -16281899.586057 + Penalty 3850.740709 = -16278048.845348
  nChanged 10538
		SP:Iteration 5F (8489.660000 sec): 3 clusters
  Score: Raw -16289026.247573 + Penalty 3850.740709 = -16285175.506864
  nChanged 10360
		SP:Iteration 6F (8490.040000 sec): 3 clusters
  Score: Raw -16296753.093239 + Penalty 3850.740709 = -16292902.352530
  nChanged 9208
		SP:Iteration 7F (8490.410000 sec): 3 clusters
  Score: Raw -16304259.566805 + Penalty 3850.740709 = -16300408.826096
  nChanged 7495
		SP:Iteration 8F (8490.790000 sec): 3 clusters
  Score: Raw -16310704.451294 + Penalty 3850.740709 = -16306853.710585
  nChanged 5569
		SP:Iteration 9Q (8491.170000 sec): 3 clusters
  Score: Raw -16315766.437101 + Penalty 3850.740709 = -16311915.696392
  nChanged 3474
		SP:Iteration 10Q (8491.520000 sec): 3 clusters
  Score: Raw -16318985.630262 + Penalty 3850.740709 = -16315134.889553
  nChanged 1817
		SP:Iteration 11Q (8491.840000 sec): 3 clusters
  Score: Raw -16320611.520502 + Penalty 3850.740709 = -16316760.779793
  nChanged 827
		SP:Iteration 12Q (8492.130000 sec): 3 clusters
  Score: Raw -16321330.454191 + Penalty 3850.740709 = -16317479.713482
  nChanged 349
		SP:Iteration 13Q (8492.410000 sec): 3 clusters
  Score: Raw -16321628.360176 + Penalty 3850.740709 = -16317777.619467
  nChanged 157
		SP:Iteration 14Q (8492.690000 sec): 3 clusters
  Score: Raw -16321750.660998 + Penalty 3850.740709 = -16317899.920289
  nChanged 98
		SP:Iteration 15Q (8492.960000 sec): 3 clusters
  Score: Raw -16321823.382142 + Penalty 3850.740709 = -16317972.641433
  nChanged 59
		SP:Iteration 16Q (8493.230000 sec): 3 clusters
  Score: Raw -16321864.612931 + Penalty 3850.740709 = -16318013.872222
  nChanged 43
		SP:Iteration 17Q (8493.500000 sec): 3 clusters
  Score: Raw -16321898.061639 + Penalty 3850.740709 = -16318047.320930
  nChanged 37
		SP:Iteration 18Q (8493.770000 sec): 3 clusters
  Score: Raw -16321927.180796 + Penalty 3850.740709 = -16318076.440087
  nChanged 31
		SP:Iteration 19Q (8494.040000 sec): 3 clusters
  Score: Raw -16321950.692693 + Penalty 3850.740709 = -16318099.951984
  nChanged 24
		SP:Iteration 20F (8494.420000 sec): 3 clusters
  Score: Raw -16321966.580801 + Penalty 3850.740709 = -16318115.840092
  nChanged 18
		SP:Iteration 21Q (8494.690000 sec): 3 clusters
  Score: Raw -16321981.017603 + Penalty 3850.740709 = -16318130.276894
  nChanged 17
		SP:Iteration 22Q (8494.960000 sec): 3 clusters
  Score: Raw -16321995.316712 + Penalty 3850.740709 = -16318144.576003
  nChanged 18
		SP:Iteration 23Q (8495.250000 sec): 3 clusters
  Score: Raw -16322006.089573 + Penalty 3850.740709 = -16318155.348864
  nChanged 11
		SP:Iteration 24Q (8495.510000 sec): 3 clusters
  Score: Raw -16322013.863953 + Penalty 3850.740709 = -16318163.123244
  nChanged 7
		SP:Iteration 25Q (8495.780000 sec): 3 clusters
  Score: Raw -16322017.571688 + Penalty 3850.740709 = -16318166.830979
  nChanged 5
		SP:Iteration 26Q (8496.050000 sec): 3 clusters
  Score: Raw -16322020.924021 + Penalty 3850.740709 = -16318170.183312
  nChanged 3
		SP:Iteration 27Q (8496.320000 sec): 3 clusters
  Score: Raw -16322022.903689 + Penalty 3850.740709 = -16318172.162980
  nChanged 1
		SP:Iteration 28Q (8496.590000 sec): 3 clusters
  Score: Raw -16322023.891838 + Penalty 3850.740709 = -16318173.151129
  nChanged 2
		SP:Iteration 29Q (8496.860000 sec): 3 clusters
  Score: Raw -16322025.074244 + Penalty 3850.740709 = -16318174.333535
  nChanged 2
		SP:Iteration 30Q (8497.120000 sec): 3 clusters
  Score: Raw -16322026.583008 + Penalty 3850.740709 = -16318175.842299
  nChanged 1
		SP:Iteration 31Q (8497.390000 sec): 3 clusters
  Score: Raw -16322027.340870 + Penalty 3850.740709 = -16318176.600161
  nChanged 1
		SP:Iteration 32Q (8497.650000 sec): 3 clusters
  Score: Raw -16322027.646071 + Penalty 3850.740709 = -16318176.905362
  nChanged 1
		SP:Iteration 33Q (8497.920000 sec): 3 clusters
  Score: Raw -16322028.080576 + Penalty 3850.740709 = -16318177.339867
  nChanged 0
		SP:Iteration 34F (8498.290000 sec): 3 clusters
  Score: Raw -16322028.080576 + Penalty 3850.740709 = -16318177.339867
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (10324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8498.380000 sec): 2 clusters
  Score: Raw -1186000.782848 + Penalty 1501.861816 = -1184498.921032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8498.410000 sec): 3 clusters
  Score: Raw -1180174.236797 + Penalty 3003.723632 = -1177170.513165
  nChanged 4477
		SP:Iteration 1F (8498.440000 sec): 3 clusters
  Score: Raw -1182696.936412 + Penalty 3003.723632 = -1179693.212780
  nChanged 661
		SP:Iteration 2F (8498.460000 sec): 3 clusters
  Score: Raw -1183060.287849 + Penalty 3003.723632 = -1180056.564216
  nChanged 587
		SP:Iteration 3F (8498.490000 sec): 3 clusters
  Score: Raw -1183372.922837 + Penalty 3003.723632 = -1180369.199205
  nChanged 578
		SP:Iteration 4F (8498.520000 sec): 3 clusters
  Score: Raw -1183664.023225 + Penalty 3003.723632 = -1180660.299593
  nChanged 515
		SP:Iteration 5Q (8498.550000 sec): 3 clusters
  Score: Raw -1183898.213907 + Penalty 3003.723632 = -1180894.490275
  nChanged 459
		SP:Iteration 6Q (8498.570000 sec): 3 clusters
  Score: Raw -1184096.773417 + Penalty 3003.723632 = -1181093.049784
  nChanged 427
		SP:Iteration 7Q (8498.600000 sec): 3 clusters
  Score: Raw -1184263.491781 + Penalty 3003.723632 = -1181259.768149
  nChanged 367
		SP:Iteration 8Q (8498.630000 sec): 3 clusters
  Score: Raw -1184404.080878 + Penalty 3003.723632 = -1181400.357246
  nChanged 348
		SP:Iteration 9Q (8498.650000 sec): 3 clusters
  Score: Raw -1184545.652067 + Penalty 3003.723632 = -1181541.928434
  nChanged 315
		SP:Iteration 10Q (8498.680000 sec): 3 clusters
  Score: Raw -1184668.116018 + Penalty 3003.723632 = -1181664.392386
  nChanged 321
		SP:Iteration 11Q (8498.710000 sec): 3 clusters
  Score: Raw -1184793.710567 + Penalty 3003.723632 = -1181789.986935
  nChanged 294
		SP:Iteration 12Q (8498.730000 sec): 3 clusters
  Score: Raw -1184910.722785 + Penalty 3003.723632 = -1181906.999153
  nChanged 293
		SP:Iteration 13Q (8498.760000 sec): 3 clusters
  Score: Raw -1185046.639663 + Penalty 3003.723632 = -1182042.916031
  nChanged 307
		SP:Iteration 14Q (8498.790000 sec): 3 clusters
  Score: Raw -1185184.064418 + Penalty 3003.723632 = -1182180.340786
  nChanged 276
		SP:Iteration 15Q (8498.810000 sec): 3 clusters
  Score: Raw -1185308.213033 + Penalty 3003.723632 = -1182304.489401
  nChanged 233
		SP:Iteration 16Q (8498.840000 sec): 3 clusters
  Score: Raw -1185416.418076 + Penalty 3003.723632 = -1182412.694444
  nChanged 205
		SP:Iteration 17Q (8498.870000 sec): 3 clusters
  Score: Raw -1185517.511501 + Penalty 3003.723632 = -1182513.787869
  nChanged 218
		SP:Iteration 18Q (8498.890000 sec): 3 clusters
  Score: Raw -1185635.349184 + Penalty 3003.723632 = -1182631.625552
  nChanged 192
		SP:Iteration 19Q (8498.920000 sec): 3 clusters
  Score: Raw -1185752.199480 + Penalty 3003.723632 = -1182748.475848
  nChanged 180
		SP:Iteration 20F (8498.950000 sec): 3 clusters
  Score: Raw -1185876.749115 + Penalty 3003.723632 = -1182873.025482
  nChanged 173
		SP:Iteration 21Q (8498.970000 sec): 3 clusters
  Score: Raw -1185991.013480 + Penalty 3003.723632 = -1182987.289847
  nChanged 153
		SP:Iteration 22Q (8499.000000 sec): 3 clusters
  Score: Raw -1186092.156637 + Penalty 3003.723632 = -1183088.433004
  nChanged 120
		SP:Iteration 23Q (8499.020000 sec): 3 clusters
  Score: Raw -1186172.454802 + Penalty 3003.723632 = -1183168.731169
  nChanged 84
		SP:Iteration 24Q (8499.050000 sec): 3 clusters
  Score: Raw -1186221.479046 + Penalty 3003.723632 = -1183217.755414
  nChanged 65
		SP:Iteration 25Q (8499.070000 sec): 3 clusters
  Score: Raw -1186263.698636 + Penalty 3003.723632 = -1183259.975004
  nChanged 67
		SP:Iteration 26Q (8499.090000 sec): 3 clusters
  Score: Raw -1186307.068887 + Penalty 3003.723632 = -1183303.345255
  nChanged 61
		SP:Iteration 27Q (8499.120000 sec): 3 clusters
  Score: Raw -1186350.735053 + Penalty 3003.723632 = -1183347.011421
  nChanged 40
		SP:Iteration 28Q (8499.140000 sec): 3 clusters
  Score: Raw -1186377.577994 + Penalty 3003.723632 = -1183373.854362
  nChanged 32
		SP:Iteration 29Q (8499.170000 sec): 3 clusters
  Score: Raw -1186397.282279 + Penalty 3003.723632 = -1183393.558647
  nChanged 38
		SP:Iteration 30Q (8499.190000 sec): 3 clusters
  Score: Raw -1186424.216321 + Penalty 3003.723632 = -1183420.492688
  nChanged 29
		SP:Iteration 31Q (8499.210000 sec): 3 clusters
  Score: Raw -1186447.157336 + Penalty 3003.723632 = -1183443.433704
  nChanged 33
		SP:Iteration 32Q (8499.230000 sec): 3 clusters
  Score: Raw -1186464.589798 + Penalty 3003.723632 = -1183460.866166
  nChanged 20
		SP:Iteration 33Q (8499.250000 sec): 3 clusters
  Score: Raw -1186478.150684 + Penalty 3003.723632 = -1183474.427051
  nChanged 15
		SP:Iteration 34Q (8499.270000 sec): 3 clusters
  Score: Raw -1186485.502291 + Penalty 3003.723632 = -1183481.778659
  nChanged 14
		SP:Iteration 35Q (8499.300000 sec): 3 clusters
  Score: Raw -1186493.291747 + Penalty 3003.723632 = -1183489.568115
  nChanged 11
		SP:Iteration 36Q (8499.320000 sec): 3 clusters
  Score: Raw -1186498.619777 + Penalty 3003.723632 = -1183494.896145
  nChanged 5
		SP:Iteration 37Q (8499.340000 sec): 3 clusters
  Score: Raw -1186501.063516 + Penalty 3003.723632 = -1183497.339884
  nChanged 3
		SP:Iteration 38Q (8499.360000 sec): 3 clusters
  Score: Raw -1186502.176285 + Penalty 3003.723632 = -1183498.452653
  nChanged 2
		SP:Iteration 39Q (8499.380000 sec): 3 clusters
  Score: Raw -1186503.890812 + Penalty 3003.723632 = -1183500.167180
  nChanged 2
		SP:Iteration 40F (8499.410000 sec): 3 clusters
  Score: Raw -1186504.749221 + Penalty 3003.723632 = -1183501.025588
  nChanged 2
		SP:Iteration 41Q (8499.430000 sec): 3 clusters
  Score: Raw -1186505.343396 + Penalty 3003.723632 = -1183501.619763
  nChanged 1
		SP:Iteration 42Q (8499.450000 sec): 3 clusters
  Score: Raw -1186505.615569 + Penalty 3003.723632 = -1183501.891937
  nChanged 1
		SP:Iteration 43Q (8499.470000 sec): 3 clusters
  Score: Raw -1186505.993482 + Penalty 3003.723632 = -1183502.269850
  nChanged 0
		SP:Iteration 44F (8499.500000 sec): 3 clusters
  Score: Raw -1186505.993482 + Penalty 3003.723632 = -1183502.269850
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8499.610000 sec): 2 clusters
  Score: Raw -3831917.773440 + Penalty 1702.678267 = -3830215.095174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8499.710000 sec): 3 clusters
  Score: Raw -3809672.940697 + Penalty 3405.356533 = -3806267.584164
  nChanged 16503
		SP:Iteration 1F (8499.800000 sec): 3 clusters
  Score: Raw -3819427.576091 + Penalty 3405.356533 = -3816022.219558
  nChanged 1948
		SP:Iteration 2F (8499.900000 sec): 3 clusters
  Score: Raw -3820346.677057 + Penalty 3405.356533 = -3816941.320524
  nChanged 2026
		SP:Iteration 3F (8499.990000 sec): 3 clusters
  Score: Raw -3821416.347097 + Penalty 3405.356533 = -3818010.990564
  nChanged 2116
		SP:Iteration 4F (8500.090000 sec): 3 clusters
  Score: Raw -3822610.755122 + Penalty 3405.356533 = -3819205.398589
  nChanged 2063
		SP:Iteration 5F (8500.190000 sec): 3 clusters
  Score: Raw -3823732.081351 + Penalty 3405.356533 = -3820326.724818
  nChanged 1936
		SP:Iteration 6F (8500.280000 sec): 3 clusters
  Score: Raw -3824719.645980 + Penalty 3405.356533 = -3821314.289447
  nChanged 1735
		SP:Iteration 7Q (8500.380000 sec): 3 clusters
  Score: Raw -3825610.236517 + Penalty 3405.356533 = -3822204.879984
  nChanged 1551
		SP:Iteration 8Q (8500.470000 sec): 3 clusters
  Score: Raw -3826397.517687 + Penalty 3405.356533 = -3822992.161154
  nChanged 1394
		SP:Iteration 9Q (8500.570000 sec): 3 clusters
  Score: Raw -3827068.825619 + Penalty 3405.356533 = -3823663.469086
  nChanged 1204
		SP:Iteration 10Q (8500.670000 sec): 3 clusters
  Score: Raw -3827585.738343 + Penalty 3405.356533 = -3824180.381810
  nChanged 937
		SP:Iteration 11Q (8500.760000 sec): 3 clusters
  Score: Raw -3827888.774102 + Penalty 3405.356533 = -3824483.417569
  nChanged 658
		SP:Iteration 12Q (8500.860000 sec): 3 clusters
  Score: Raw -3828061.694326 + Penalty 3405.356533 = -3824656.337793
  nChanged 485
		SP:Iteration 13Q (8500.950000 sec): 3 clusters
  Score: Raw -3828175.823928 + Penalty 3405.356533 = -3824770.467395
  nChanged 406
		SP:Iteration 14Q (8501.050000 sec): 3 clusters
  Score: Raw -3828275.713082 + Penalty 3405.356533 = -3824870.356549
  nChanged 391
		SP:Iteration 15Q (8501.140000 sec): 3 clusters
  Score: Raw -3828368.138311 + Penalty 3405.356533 = -3824962.781778
  nChanged 359
		SP:Iteration 16Q (8501.230000 sec): 3 clusters
  Score: Raw -3828447.257816 + Penalty 3405.356533 = -3825041.901283
  nChanged 362
		SP:Iteration 17Q (8501.330000 sec): 3 clusters
  Score: Raw -3828529.921082 + Penalty 3405.356533 = -3825124.564549
  nChanged 358
		SP:Iteration 18Q (8501.420000 sec): 3 clusters
  Score: Raw -3828611.002448 + Penalty 3405.356533 = -3825205.645915
  nChanged 348
		SP:Iteration 19Q (8501.510000 sec): 3 clusters
  Score: Raw -3828681.663572 + Penalty 3405.356533 = -3825276.307038
  nChanged 335
		SP:Iteration 20F (8501.610000 sec): 3 clusters
  Score: Raw -3828749.776367 + Penalty 3405.356533 = -3825344.419834
  nChanged 306
		SP:Iteration 21Q (8501.700000 sec): 3 clusters
  Score: Raw -3828808.161479 + Penalty 3405.356533 = -3825402.804946
  nChanged 274
		SP:Iteration 22Q (8501.790000 sec): 3 clusters
  Score: Raw -3828850.865230 + Penalty 3405.356533 = -3825445.508697
  nChanged 246
		SP:Iteration 23Q (8501.880000 sec): 3 clusters
  Score: Raw -3828888.850129 + Penalty 3405.356533 = -3825483.493596
  nChanged 216
		SP:Iteration 24Q (8501.970000 sec): 3 clusters
  Score: Raw -3828926.265339 + Penalty 3405.356533 = -3825520.908806
  nChanged 230
		SP:Iteration 25Q (8502.070000 sec): 3 clusters
  Score: Raw -3828963.672715 + Penalty 3405.356533 = -3825558.316181
  nChanged 224
		SP:Iteration 26Q (8502.160000 sec): 3 clusters
  Score: Raw -3828997.694884 + Penalty 3405.356533 = -3825592.338351
  nChanged 203
		SP:Iteration 27Q (8502.250000 sec): 3 clusters
  Score: Raw -3829026.784328 + Penalty 3405.356533 = -3825621.427795
  nChanged 191
		SP:Iteration 28Q (8502.350000 sec): 3 clusters
  Score: Raw -3829054.091061 + Penalty 3405.356533 = -3825648.734528
  nChanged 192
		SP:Iteration 29Q (8502.440000 sec): 3 clusters
  Score: Raw -3829077.944720 + Penalty 3405.356533 = -3825672.588187
  nChanged 164
		SP:Iteration 30Q (8502.530000 sec): 3 clusters
  Score: Raw -3829101.792409 + Penalty 3405.356533 = -3825696.435876
  nChanged 182
		SP:Iteration 31Q (8502.620000 sec): 3 clusters
  Score: Raw -3829124.538979 + Penalty 3405.356533 = -3825719.182446
  nChanged 169
		SP:Iteration 32Q (8502.710000 sec): 3 clusters
  Score: Raw -3829142.961650 + Penalty 3405.356533 = -3825737.605117
  nChanged 151
		SP:Iteration 33Q (8502.810000 sec): 3 clusters
  Score: Raw -3829158.956410 + Penalty 3405.356533 = -3825753.599877
  nChanged 143
		SP:Iteration 34Q (8502.900000 sec): 3 clusters
  Score: Raw -3829175.741021 + Penalty 3405.356533 = -3825770.384488
  nChanged 141
		SP:Iteration 35Q (8502.990000 sec): 3 clusters
  Score: Raw -3829191.077901 + Penalty 3405.356533 = -3825785.721368
  nChanged 149
		SP:Iteration 36Q (8503.090000 sec): 3 clusters
  Score: Raw -3829206.052096 + Penalty 3405.356533 = -3825800.695563
  nChanged 126
		SP:Iteration 37Q (8503.170000 sec): 3 clusters
  Score: Raw -3829218.696005 + Penalty 3405.356533 = -3825813.339472
  nChanged 122
		SP:Iteration 38Q (8503.270000 sec): 3 clusters
  Score: Raw -3829229.192272 + Penalty 3405.356533 = -3825823.835739
  nChanged 95
		SP:Iteration 39Q (8503.360000 sec): 3 clusters
  Score: Raw -3829236.739940 + Penalty 3405.356533 = -3825831.383407
  nChanged 65
		SP:Iteration 40F (8503.450000 sec): 3 clusters
  Score: Raw -3829241.643416 + Penalty 3405.356533 = -3825836.286883
  nChanged 70
		SP:Iteration 41Q (8503.550000 sec): 3 clusters
  Score: Raw -3829245.617335 + Penalty 3405.356533 = -3825840.260802
  nChanged 46
		SP:Iteration 42Q (8503.640000 sec): 3 clusters
  Score: Raw -3829248.715393 + Penalty 3405.356533 = -3825843.358860
  nChanged 51
		SP:Iteration 43Q (8503.730000 sec): 3 clusters
  Score: Raw -3829251.770692 + Penalty 3405.356533 = -3825846.414159
  nChanged 61
		SP:Iteration 44Q (8503.820000 sec): 3 clusters
  Score: Raw -3829256.053056 + Penalty 3405.356533 = -3825850.696523
  nChanged 66
		SP:Iteration 45Q (8503.910000 sec): 3 clusters
  Score: Raw -3829260.300528 + Penalty 3405.356533 = -3825854.943995
  nChanged 55
		SP:Iteration 46Q (8504.010000 sec): 3 clusters
  Score: Raw -3829263.623910 + Penalty 3405.356533 = -3825858.267377
  nChanged 62
		SP:Iteration 47Q (8504.100000 sec): 3 clusters
  Score: Raw -3829268.397538 + Penalty 3405.356533 = -3825863.041005
  nChanged 74
		SP:Iteration 48Q (8504.190000 sec): 3 clusters
  Score: Raw -3829272.746314 + Penalty 3405.356533 = -3825867.389781
  nChanged 51
		SP:Iteration 49Q (8504.280000 sec): 3 clusters
  Score: Raw -3829275.609729 + Penalty 3405.356533 = -3825870.253196
  nChanged 47
		SP:Iteration 50Q (8504.370000 sec): 3 clusters
  Score: Raw -3829278.415539 + Penalty 3405.356533 = -3825873.059006
  nChanged 49
		SP:Iteration 51Q (8504.470000 sec): 3 clusters
  Score: Raw -3829280.920553 + Penalty 3405.356533 = -3825875.564020
  nChanged 40
		SP:Iteration 52Q (8504.560000 sec): 3 clusters
  Score: Raw -3829283.822952 + Penalty 3405.356533 = -3825878.466418
  nChanged 48
		SP:Iteration 53Q (8504.650000 sec): 3 clusters
  Score: Raw -3829286.471740 + Penalty 3405.356533 = -3825881.115207
  nChanged 37
		SP:Iteration 54Q (8504.750000 sec): 3 clusters
  Score: Raw -3829288.531535 + Penalty 3405.356533 = -3825883.175002
  nChanged 40
		SP:Iteration 55Q (8504.840000 sec): 3 clusters
  Score: Raw -3829290.614879 + Penalty 3405.356533 = -3825885.258346
  nChanged 37
		SP:Iteration 56Q (8504.940000 sec): 3 clusters
  Score: Raw -3829292.334207 + Penalty 3405.356533 = -3825886.977674
  nChanged 32
		SP:Iteration 57Q (8505.030000 sec): 3 clusters
  Score: Raw -3829293.984890 + Penalty 3405.356533 = -3825888.628357
  nChanged 29
		SP:Iteration 58Q (8505.130000 sec): 3 clusters
  Score: Raw -3829295.427229 + Penalty 3405.356533 = -3825890.070696
  nChanged 36
		SP:Iteration 59Q (8505.220000 sec): 3 clusters
  Score: Raw -3829297.388373 + Penalty 3405.356533 = -3825892.031840
  nChanged 38
		SP:Iteration 60F (8505.310000 sec): 3 clusters
  Score: Raw -3829299.051163 + Penalty 3405.356533 = -3825893.694630
  nChanged 30
		SP:Iteration 61Q (8505.410000 sec): 3 clusters
  Score: Raw -3829300.480115 + Penalty 3405.356533 = -3825895.123582
  nChanged 37
		SP:Iteration 62Q (8505.500000 sec): 3 clusters
  Score: Raw -3829302.223606 + Penalty 3405.356533 = -3825896.867073
  nChanged 40
		SP:Iteration 63Q (8505.600000 sec): 3 clusters
  Score: Raw -3829304.423179 + Penalty 3405.356533 = -3825899.066646
  nChanged 36
		SP:Iteration 64Q (8505.690000 sec): 3 clusters
  Score: Raw -3829306.554746 + Penalty 3405.356533 = -3825901.198213
  nChanged 44
		SP:Iteration 65Q (8505.780000 sec): 3 clusters
  Score: Raw -3829309.433001 + Penalty 3405.356533 = -3825904.076468
  nChanged 45
		SP:Iteration 66Q (8505.880000 sec): 3 clusters
  Score: Raw -3829312.460591 + Penalty 3405.356533 = -3825907.104058
  nChanged 53
		SP:Iteration 67Q (8505.970000 sec): 3 clusters
  Score: Raw -3829315.676653 + Penalty 3405.356533 = -3825910.320120
  nChanged 52
		SP:Iteration 68Q (8506.060000 sec): 3 clusters
  Score: Raw -3829319.209501 + Penalty 3405.356533 = -3825913.852968
  nChanged 54
		SP:Iteration 69Q (8506.160000 sec): 3 clusters
  Score: Raw -3829323.142147 + Penalty 3405.356533 = -3825917.785614
  nChanged 57
		SP:Iteration 70Q (8506.250000 sec): 3 clusters
  Score: Raw -3829327.098092 + Penalty 3405.356533 = -3825921.741559
  nChanged 63
		SP:Iteration 71Q (8506.340000 sec): 3 clusters
  Score: Raw -3829331.286159 + Penalty 3405.356533 = -3825925.929626
  nChanged 62
		SP:Iteration 72Q (8506.440000 sec): 3 clusters
  Score: Raw -3829334.738595 + Penalty 3405.356533 = -3825929.382062
  nChanged 38
		SP:Iteration 73Q (8506.530000 sec): 3 clusters
  Score: Raw -3829336.725983 + Penalty 3405.356533 = -3825931.369450
  nChanged 42
		SP:Iteration 74Q (8506.620000 sec): 3 clusters
  Score: Raw -3829339.053473 + Penalty 3405.356533 = -3825933.696940
  nChanged 51
		SP:Iteration 75Q (8506.710000 sec): 3 clusters
  Score: Raw -3829341.493005 + Penalty 3405.356533 = -3825936.136472
  nChanged 35
		SP:Iteration 76Q (8506.810000 sec): 3 clusters
  Score: Raw -3829342.965541 + Penalty 3405.356533 = -3825937.609007
  nChanged 29
		SP:Iteration 77Q (8506.900000 sec): 3 clusters
  Score: Raw -3829344.278456 + Penalty 3405.356533 = -3825938.921923
  nChanged 30
		SP:Iteration 78Q (8506.990000 sec): 3 clusters
  Score: Raw -3829345.544366 + Penalty 3405.356533 = -3825940.187833
  nChanged 33
		SP:Iteration 79Q (8507.080000 sec): 3 clusters
  Score: Raw -3829347.234825 + Penalty 3405.356533 = -3825941.878292
  nChanged 41
		SP:Iteration 80F (8507.170000 sec): 3 clusters
  Score: Raw -3829349.845236 + Penalty 3405.356533 = -3825944.488702
  nChanged 52
		SP:Iteration 81Q (8507.270000 sec): 3 clusters
  Score: Raw -3829352.872248 + Penalty 3405.356533 = -3825947.515715
  nChanged 48
		SP:Iteration 82Q (8507.360000 sec): 3 clusters
  Score: Raw -3829356.077198 + Penalty 3405.356533 = -3825950.720665
  nChanged 60
		SP:Iteration 83Q (8507.450000 sec): 3 clusters
  Score: Raw -3829361.342559 + Penalty 3405.356533 = -3825955.986025
  nChanged 70
		SP:Iteration 84Q (8507.540000 sec): 3 clusters
  Score: Raw -3829366.226256 + Penalty 3405.356533 = -3825960.869723
  nChanged 61
		SP:Iteration 85Q (8507.630000 sec): 3 clusters
  Score: Raw -3829370.402668 + Penalty 3405.356533 = -3825965.046135
  nChanged 60
		SP:Iteration 86Q (8507.730000 sec): 3 clusters
  Score: Raw -3829375.324734 + Penalty 3405.356533 = -3825969.968201
  nChanged 79
		SP:Iteration 87Q (8507.820000 sec): 3 clusters
  Score: Raw -3829381.714818 + Penalty 3405.356533 = -3825976.358284
  nChanged 74
		SP:Iteration 88Q (8507.910000 sec): 3 clusters
  Score: Raw -3829388.577612 + Penalty 3405.356533 = -3825983.221079
  nChanged 85
		SP:Iteration 89Q (8508.000000 sec): 3 clusters
  Score: Raw -3829396.740458 + Penalty 3405.356533 = -3825991.383925
  nChanged 88
		SP:Iteration 90Q (8508.090000 sec): 3 clusters
  Score: Raw -3829404.287052 + Penalty 3405.356533 = -3825998.930519
  nChanged 83
		SP:Iteration 91Q (8508.180000 sec): 3 clusters
  Score: Raw -3829411.288370 + Penalty 3405.356533 = -3826005.931837
  nChanged 89
		SP:Iteration 92Q (8508.270000 sec): 3 clusters
  Score: Raw -3829419.071476 + Penalty 3405.356533 = -3826013.714943
  nChanged 104
		SP:Iteration 93Q (8508.360000 sec): 3 clusters
  Score: Raw -3829429.375500 + Penalty 3405.356533 = -3826024.018967
  nChanged 97
		SP:Iteration 94Q (8508.450000 sec): 3 clusters
  Score: Raw -3829437.713010 + Penalty 3405.356533 = -3826032.356477
  nChanged 81
		SP:Iteration 95Q (8508.550000 sec): 3 clusters
  Score: Raw -3829444.887760 + Penalty 3405.356533 = -3826039.531227
  nChanged 81
		SP:Iteration 96Q (8508.630000 sec): 3 clusters
  Score: Raw -3829452.634921 + Penalty 3405.356533 = -3826047.278388
  nChanged 91
		SP:Iteration 97Q (8508.730000 sec): 3 clusters
  Score: Raw -3829462.001148 + Penalty 3405.356533 = -3826056.644615
  nChanged 98
		SP:Iteration 98Q (8508.820000 sec): 3 clusters
  Score: Raw -3829473.223784 + Penalty 3405.356533 = -3826067.867251
  nChanged 100
		SP:Iteration 99Q (8508.910000 sec): 3 clusters
  Score: Raw -3829485.559597 + Penalty 3405.356533 = -3826080.203064
  nChanged 118
		SP:Iteration 100F (8509.010000 sec): 3 clusters
  Score: Raw -3829500.286679 + Penalty 3405.356533 = -3826094.930146
  nChanged 129
		SP:Iteration 101Q (8509.100000 sec): 3 clusters
  Score: Raw -3829517.153697 + Penalty 3405.356533 = -3826111.797164
  nChanged 149
		SP:Iteration 102Q (8509.190000 sec): 3 clusters
  Score: Raw -3829541.751272 + Penalty 3405.356533 = -3826136.394739
  nChanged 169
		SP:Iteration 103Q (8509.280000 sec): 3 clusters
  Score: Raw -3829572.990654 + Penalty 3405.356533 = -3826167.634120
  nChanged 166
		SP:Iteration 104Q (8509.370000 sec): 3 clusters
  Score: Raw -3829600.234868 + Penalty 3405.356533 = -3826194.878335
  nChanged 144
		SP:Iteration 105Q (8509.460000 sec): 3 clusters
  Score: Raw -3829622.851161 + Penalty 3405.356533 = -3826217.494627
  nChanged 167
		SP:Iteration 106Q (8509.550000 sec): 3 clusters
  Score: Raw -3829647.715643 + Penalty 3405.356533 = -3826242.359110
  nChanged 161
		SP:Iteration 107Q (8509.640000 sec): 3 clusters
  Score: Raw -3829671.210919 + Penalty 3405.356533 = -3826265.854386
  nChanged 175
		SP:Iteration 108Q (8509.730000 sec): 3 clusters
  Score: Raw -3829703.938533 + Penalty 3405.356533 = -3826298.582000
  nChanged 188
		SP:Iteration 109Q (8509.820000 sec): 3 clusters
  Score: Raw -3829741.557421 + Penalty 3405.356533 = -3826336.200888
  nChanged 213
		SP:Iteration 110Q (8509.910000 sec): 3 clusters
  Score: Raw -3829779.881811 + Penalty 3405.356533 = -3826374.525278
  nChanged 199
		SP:Iteration 111Q (8510.000000 sec): 3 clusters
  Score: Raw -3829814.391417 + Penalty 3405.356533 = -3826409.034884
  nChanged 206
		SP:Iteration 112Q (8510.090000 sec): 3 clusters
  Score: Raw -3829851.775037 + Penalty 3405.356533 = -3826446.418504
  nChanged 221
		SP:Iteration 113Q (8510.180000 sec): 3 clusters
  Score: Raw -3829887.790835 + Penalty 3405.356533 = -3826482.434302
  nChanged 227
		SP:Iteration 114Q (8510.260000 sec): 3 clusters
  Score: Raw -3829926.168884 + Penalty 3405.356533 = -3826520.812351
  nChanged 218
		SP:Iteration 115Q (8510.350000 sec): 3 clusters
  Score: Raw -3829962.116984 + Penalty 3405.356533 = -3826556.760450
  nChanged 204
		SP:Iteration 116Q (8510.440000 sec): 3 clusters
  Score: Raw -3829997.058477 + Penalty 3405.356533 = -3826591.701944
  nChanged 203
		SP:Iteration 117Q (8510.530000 sec): 3 clusters
  Score: Raw -3830029.404823 + Penalty 3405.356533 = -3826624.048290
  nChanged 202
		SP:Iteration 118Q (8510.610000 sec): 3 clusters
  Score: Raw -3830065.128409 + Penalty 3405.356533 = -3826659.771876
  nChanged 212
		SP:Iteration 119Q (8510.700000 sec): 3 clusters
  Score: Raw -3830103.913215 + Penalty 3405.356533 = -3826698.556682
  nChanged 221
		SP:Iteration 120F (8510.800000 sec): 3 clusters
  Score: Raw -3830148.563786 + Penalty 3405.356533 = -3826743.207253
  nChanged 223
		SP:Iteration 121Q (8510.890000 sec): 3 clusters
  Score: Raw -3830192.406732 + Penalty 3405.356533 = -3826787.050199
  nChanged 225
		SP:Iteration 122Q (8510.970000 sec): 3 clusters
  Score: Raw -3830237.336285 + Penalty 3405.356533 = -3826831.979752
  nChanged 231
		SP:Iteration 123Q (8511.060000 sec): 3 clusters
  Score: Raw -3830281.470730 + Penalty 3405.356533 = -3826876.114197
  nChanged 251
		SP:Iteration 124Q (8511.150000 sec): 3 clusters
  Score: Raw -3830335.063189 + Penalty 3405.356533 = -3826929.706656
  nChanged 260
		SP:Iteration 125Q (8511.240000 sec): 3 clusters
  Score: Raw -3830393.875845 + Penalty 3405.356533 = -3826988.519312
  nChanged 268
		SP:Iteration 126Q (8511.320000 sec): 3 clusters
  Score: Raw -3830451.445043 + Penalty 3405.356533 = -3827046.088510
  nChanged 249
		SP:Iteration 127Q (8511.410000 sec): 3 clusters
  Score: Raw -3830507.129138 + Penalty 3405.356533 = -3827101.772605
  nChanged 255
		SP:Iteration 128Q (8511.500000 sec): 3 clusters
  Score: Raw -3830567.383288 + Penalty 3405.356533 = -3827162.026754
  nChanged 269
		SP:Iteration 129Q (8511.580000 sec): 3 clusters
  Score: Raw -3830637.399050 + Penalty 3405.356533 = -3827232.042517
  nChanged 281
		SP:Iteration 130Q (8511.660000 sec): 3 clusters
  Score: Raw -3830720.917070 + Penalty 3405.356533 = -3827315.560537
  nChanged 313
		SP:Iteration 131Q (8511.750000 sec): 3 clusters
  Score: Raw -3830824.100779 + Penalty 3405.356533 = -3827418.744246
  nChanged 354
		SP:Iteration 132Q (8511.830000 sec): 3 clusters
  Score: Raw -3830961.326137 + Penalty 3405.356533 = -3827555.969604
  nChanged 370
		SP:Iteration 133Q (8511.910000 sec): 3 clusters
  Score: Raw -3831109.443048 + Penalty 3405.356533 = -3827704.086515
  nChanged 364
		SP:Iteration 134Q (8511.990000 sec): 3 clusters
  Score: Raw -3831261.592141 + Penalty 3405.356533 = -3827856.235608
  nChanged 388
		SP:Iteration 135Q (8512.080000 sec): 3 clusters
  Score: Raw -3831415.334401 + Penalty 3405.356533 = -3828009.977868
  nChanged 406
		SP:Iteration 136Q (8512.160000 sec): 3 clusters
  Score: Raw -3831576.244854 + Penalty 3405.356533 = -3828170.888320
  nChanged 386
		SP:Iteration 137Q (8512.240000 sec): 3 clusters
  Score: Raw -3831743.904598 + Penalty 3405.356533 = -3828338.548065
  nChanged 404
		SP:Iteration 138Q (8512.320000 sec): 3 clusters
  Score: Raw -3831939.320634 + Penalty 3405.356533 = -3828533.964101
  nChanged 391
		SP:Iteration 139Q (8512.400000 sec): 3 clusters
  Score: Raw -3832122.520731 + Penalty 3405.356533 = -3828717.164197
  nChanged 346
		SP:Iteration 140F (8512.490000 sec): 3 clusters
  Score: Raw -3832275.604108 + Penalty 3405.356533 = -3828870.247575
  nChanged 292
		SP:Iteration 141Q (8512.570000 sec): 3 clusters
  Score: Raw -3832395.431068 + Penalty 3405.356533 = -3828990.074535
  nChanged 272
		SP:Iteration 142Q (8512.640000 sec): 3 clusters
  Score: Raw -3832500.580010 + Penalty 3405.356533 = -3829095.223477
  nChanged 252
		SP:Iteration 143Q (8512.720000 sec): 3 clusters
  Score: Raw -3832616.295787 + Penalty 3405.356533 = -3829210.939254
  nChanged 249
		SP:Iteration 144Q (8512.800000 sec): 3 clusters
  Score: Raw -3832733.962728 + Penalty 3405.356533 = -3829328.606195
  nChanged 209
		SP:Iteration 145Q (8512.870000 sec): 3 clusters
  Score: Raw -3832833.274406 + Penalty 3405.356533 = -3829427.917873
  nChanged 183
		SP:Iteration 146Q (8512.940000 sec): 3 clusters
  Score: Raw -3832909.586950 + Penalty 3405.356533 = -3829504.230417
  nChanged 143
		SP:Iteration 147Q (8513.020000 sec): 3 clusters
  Score: Raw -3832967.705198 + Penalty 3405.356533 = -3829562.348665
  nChanged 114
		SP:Iteration 148Q (8513.090000 sec): 3 clusters
  Score: Raw -3833006.694127 + Penalty 3405.356533 = -3829601.337594
  nChanged 94
		SP:Iteration 149Q (8513.170000 sec): 3 clusters
  Score: Raw -3833042.520002 + Penalty 3405.356533 = -3829637.163468
  nChanged 83
		SP:Iteration 150Q (8513.240000 sec): 3 clusters
  Score: Raw -3833072.026081 + Penalty 3405.356533 = -3829666.669547
  nChanged 59
		SP:Iteration 151Q (8513.310000 sec): 3 clusters
  Score: Raw -3833096.333993 + Penalty 3405.356533 = -3829690.977460
  nChanged 62
		SP:Iteration 152Q (8513.390000 sec): 3 clusters
  Score: Raw -3833115.065251 + Penalty 3405.356533 = -3829709.708718
  nChanged 41
		SP:Iteration 153Q (8513.460000 sec): 3 clusters
  Score: Raw -3833129.930145 + Penalty 3405.356533 = -3829724.573612
  nChanged 39
		SP:Iteration 154Q (8513.540000 sec): 3 clusters
  Score: Raw -3833145.795142 + Penalty 3405.356533 = -3829740.438609
  nChanged 43
		SP:Iteration 155Q (8513.610000 sec): 3 clusters
  Score: Raw -3833162.054309 + Penalty 3405.356533 = -3829756.697776
  nChanged 45
		SP:Iteration 156Q (8513.680000 sec): 3 clusters
  Score: Raw -3833179.332686 + Penalty 3405.356533 = -3829773.976153
  nChanged 44
		SP:Iteration 157Q (8513.760000 sec): 3 clusters
  Score: Raw -3833201.454485 + Penalty 3405.356533 = -3829796.097952
  nChanged 49
		SP:Iteration 158Q (8513.830000 sec): 3 clusters
  Score: Raw -3833230.609738 + Penalty 3405.356533 = -3829825.253205
  nChanged 38
		SP:Iteration 159Q (8513.900000 sec): 3 clusters
  Score: Raw -3833262.282566 + Penalty 3405.356533 = -3829856.926033
  nChanged 51
		SP:Iteration 160F (8514.000000 sec): 3 clusters
  Score: Raw -3833304.532107 + Penalty 3405.356533 = -3829899.175574
  nChanged 47
		SP:Iteration 161Q (8514.070000 sec): 3 clusters
  Score: Raw -3833336.447031 + Penalty 3405.356533 = -3829931.090498
  nChanged 39
		SP:Iteration 162Q (8514.140000 sec): 3 clusters
  Score: Raw -3833355.199588 + Penalty 3405.356533 = -3829949.843055
  nChanged 26
		SP:Iteration 163Q (8514.210000 sec): 3 clusters
  Score: Raw -3833368.124154 + Penalty 3405.356533 = -3829962.767621
  nChanged 25
		SP:Iteration 164Q (8514.280000 sec): 3 clusters
  Score: Raw -3833377.544716 + Penalty 3405.356533 = -3829972.188183
  nChanged 19
		SP:Iteration 165Q (8514.350000 sec): 3 clusters
  Score: Raw -3833383.862728 + Penalty 3405.356533 = -3829978.506195
  nChanged 18
		SP:Iteration 166Q (8514.420000 sec): 3 clusters
  Score: Raw -3833389.126250 + Penalty 3405.356533 = -3829983.769717
  nChanged 8
		SP:Iteration 167Q (8514.500000 sec): 3 clusters
  Score: Raw -3833390.940006 + Penalty 3405.356533 = -3829985.583473
  nChanged 5
		SP:Iteration 168Q (8514.570000 sec): 3 clusters
  Score: Raw -3833392.707866 + Penalty 3405.356533 = -3829987.351332
  nChanged 5
		SP:Iteration 169Q (8514.640000 sec): 3 clusters
  Score: Raw -3833394.202544 + Penalty 3405.356533 = -3829988.846011
  nChanged 2
		SP:Iteration 170Q (8514.710000 sec): 3 clusters
  Score: Raw -3833394.713620 + Penalty 3405.356533 = -3829989.357087
  nChanged 2
		SP:Iteration 171Q (8514.780000 sec): 3 clusters
  Score: Raw -3833394.992875 + Penalty 3405.356533 = -3829989.636342
  nChanged 1
		SP:Iteration 172Q (8514.850000 sec): 3 clusters
  Score: Raw -3833395.064646 + Penalty 3405.356533 = -3829989.708113
  nChanged 0
		SP:Iteration 173F (8514.940000 sec): 3 clusters
  Score: Raw -3833395.064646 + Penalty 3405.356533 = -3829989.708113
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8515.050000 sec): 2 clusters
  Score: Raw -4298649.091166 + Penalty 1708.001301 = -4296941.089866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8515.150000 sec): 3 clusters
  Score: Raw -4275626.266175 + Penalty 3416.002602 = -4272210.263573
  nChanged 17101
		SP:Iteration 1F (8515.250000 sec): 3 clusters
  Score: Raw -4285097.931131 + Penalty 3416.002602 = -4281681.928529
  nChanged 1559
		SP:Iteration 2Q (8515.350000 sec): 3 clusters
  Score: Raw -4285567.606635 + Penalty 3416.002602 = -4282151.604034
  nChanged 1602
		SP:Iteration 3Q (8515.460000 sec): 3 clusters
  Score: Raw -4286144.932615 + Penalty 3416.002602 = -4282728.930014
  nChanged 1892
		SP:Iteration 4F (8515.560000 sec): 3 clusters
  Score: Raw -4287042.190539 + Penalty 3416.002602 = -4283626.187937
  nChanged 2402
		SP:Iteration 5F (8515.650000 sec): 3 clusters
  Score: Raw -4288549.183860 + Penalty 3416.002602 = -4285133.181259
  nChanged 2924
		SP:Iteration 6F (8515.750000 sec): 3 clusters
  Score: Raw -4290887.678696 + Penalty 3416.002602 = -4287471.676094
  nChanged 3060
		SP:Iteration 7F (8515.850000 sec): 3 clusters
  Score: Raw -4293603.514557 + Penalty 3416.002602 = -4290187.511955
  nChanged 2416
		SP:Iteration 8F (8515.950000 sec): 3 clusters
  Score: Raw -4295802.594816 + Penalty 3416.002602 = -4292386.592215
  nChanged 1607
		SP:Iteration 9Q (8516.050000 sec): 3 clusters
  Score: Raw -4297272.684410 + Penalty 3416.002602 = -4293856.681808
  nChanged 904
		SP:Iteration 10Q (8516.140000 sec): 3 clusters
  Score: Raw -4298098.577617 + Penalty 3416.002602 = -4294682.575015
  nChanged 423
		SP:Iteration 11Q (8516.230000 sec): 3 clusters
  Score: Raw -4298475.857319 + Penalty 3416.002602 = -4295059.854717
  nChanged 175
		SP:Iteration 12Q (8516.310000 sec): 3 clusters
  Score: Raw -4298645.019516 + Penalty 3416.002602 = -4295229.016914
  nChanged 106
		SP:Iteration 13Q (8516.380000 sec): 3 clusters
  Score: Raw -4298748.943265 + Penalty 3416.002602 = -4295332.940664
  nChanged 72
		SP:Iteration 14Q (8516.460000 sec): 3 clusters
  Score: Raw -4298818.274466 + Penalty 3416.002602 = -4295402.271864
  nChanged 35
		SP:Iteration 15Q (8516.530000 sec): 3 clusters
  Score: Raw -4298850.423453 + Penalty 3416.002602 = -4295434.420852
  nChanged 30
		SP:Iteration 16Q (8516.600000 sec): 3 clusters
  Score: Raw -4298877.661425 + Penalty 3416.002602 = -4295461.658823
  nChanged 17
		SP:Iteration 17Q (8516.680000 sec): 3 clusters
  Score: Raw -4298899.930432 + Penalty 3416.002602 = -4295483.927830
  nChanged 17
		SP:Iteration 18Q (8516.740000 sec): 3 clusters
  Score: Raw -4298918.167904 + Penalty 3416.002602 = -4295502.165302
  nChanged 13
		SP:Iteration 19Q (8516.810000 sec): 3 clusters
  Score: Raw -4298929.603288 + Penalty 3416.002602 = -4295513.600687
  nChanged 10
		SP:Iteration 20F (8516.910000 sec): 3 clusters
  Score: Raw -4298942.875083 + Penalty 3416.002602 = -4295526.872482
  nChanged 12
		SP:Iteration 21Q (8516.980000 sec): 3 clusters
  Score: Raw -4298955.223221 + Penalty 3416.002602 = -4295539.220620
  nChanged 5
		SP:Iteration 22Q (8517.050000 sec): 3 clusters
  Score: Raw -4298958.788216 + Penalty 3416.002602 = -4295542.785614
  nChanged 2
		SP:Iteration 23Q (8517.120000 sec): 3 clusters
  Score: Raw -4298959.909052 + Penalty 3416.002602 = -4295543.906450
  nChanged 3
		SP:Iteration 24Q (8517.180000 sec): 3 clusters
  Score: Raw -4298961.230992 + Penalty 3416.002602 = -4295545.228390
  nChanged 4
		SP:Iteration 25Q (8517.250000 sec): 3 clusters
  Score: Raw -4298963.507619 + Penalty 3416.002602 = -4295547.505017
  nChanged 1
		SP:Iteration 26Q (8517.320000 sec): 3 clusters
  Score: Raw -4298963.751619 + Penalty 3416.002602 = -4295547.749018
  nChanged 1
		SP:Iteration 27Q (8517.390000 sec): 3 clusters
  Score: Raw -4298965.898604 + Penalty 3416.002602 = -4295549.896003
  nChanged 3
		SP:Iteration 28Q (8517.460000 sec): 3 clusters
  Score: Raw -4298969.857993 + Penalty 3416.002602 = -4295553.855391
  nChanged 2
		SP:Iteration 29Q (8517.530000 sec): 3 clusters
  Score: Raw -4298971.628517 + Penalty 3416.002602 = -4295555.625915
  nChanged 0
		SP:Iteration 30F (8517.620000 sec): 3 clusters
  Score: Raw -4298971.628517 + Penalty 3416.002602 = -4295555.625915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8517.680000 sec): 2 clusters
  Score: Raw -1420738.084942 + Penalty 1531.714520 = -1419206.370422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8517.710000 sec): 3 clusters
  Score: Raw -1413578.277598 + Penalty 3063.429039 = -1410514.848558
  nChanged 5424
		SP:Iteration 1F (8517.740000 sec): 3 clusters
  Score: Raw -1416725.273994 + Penalty 3063.429039 = -1413661.844955
  nChanged 942
		SP:Iteration 2F (8517.770000 sec): 3 clusters
  Score: Raw -1417354.466929 + Penalty 3063.429039 = -1414291.037890
  nChanged 914
		SP:Iteration 3F (8517.800000 sec): 3 clusters
  Score: Raw -1417941.935036 + Penalty 3063.429039 = -1414878.505997
  nChanged 808
		SP:Iteration 4F (8517.840000 sec): 3 clusters
  Score: Raw -1418420.861148 + Penalty 3063.429039 = -1415357.432109
  nChanged 757
		SP:Iteration 5F (8517.870000 sec): 3 clusters
  Score: Raw -1418852.263994 + Penalty 3063.429039 = -1415788.834955
  nChanged 633
		SP:Iteration 6F (8517.900000 sec): 3 clusters
  Score: Raw -1419201.941243 + Penalty 3063.429039 = -1416138.512204
  nChanged 507
		SP:Iteration 7Q (8517.940000 sec): 3 clusters
  Score: Raw -1419453.374670 + Penalty 3063.429039 = -1416389.945631
  nChanged 408
		SP:Iteration 8Q (8517.970000 sec): 3 clusters
  Score: Raw -1419653.884571 + Penalty 3063.429039 = -1416590.455532
  nChanged 359
		SP:Iteration 9Q (8518.000000 sec): 3 clusters
  Score: Raw -1419831.286044 + Penalty 3063.429039 = -1416767.857005
  nChanged 330
		SP:Iteration 10Q (8518.040000 sec): 3 clusters
  Score: Raw -1420002.094344 + Penalty 3063.429039 = -1416938.665304
  nChanged 308
		SP:Iteration 11Q (8518.070000 sec): 3 clusters
  Score: Raw -1420174.290714 + Penalty 3063.429039 = -1417110.861675
  nChanged 274
		SP:Iteration 12Q (8518.100000 sec): 3 clusters
  Score: Raw -1420335.340965 + Penalty 3063.429039 = -1417271.911925
  nChanged 228
		SP:Iteration 13Q (8518.140000 sec): 3 clusters
  Score: Raw -1420468.713763 + Penalty 3063.429039 = -1417405.284724
  nChanged 202
		SP:Iteration 14Q (8518.170000 sec): 3 clusters
  Score: Raw -1420591.850804 + Penalty 3063.429039 = -1417528.421765
  nChanged 163
		SP:Iteration 15Q (8518.200000 sec): 3 clusters
  Score: Raw -1420690.674268 + Penalty 3063.429039 = -1417627.245229
  nChanged 120
		SP:Iteration 16Q (8518.230000 sec): 3 clusters
  Score: Raw -1420768.973951 + Penalty 3063.429039 = -1417705.544912
  nChanged 91
		SP:Iteration 17Q (8518.260000 sec): 3 clusters
  Score: Raw -1420821.534532 + Penalty 3063.429039 = -1417758.105492
  nChanged 60
		SP:Iteration 18Q (8518.290000 sec): 3 clusters
  Score: Raw -1420858.906068 + Penalty 3063.429039 = -1417795.477029
  nChanged 51
		SP:Iteration 19Q (8518.320000 sec): 3 clusters
  Score: Raw -1420891.287238 + Penalty 3063.429039 = -1417827.858198
  nChanged 45
		SP:Iteration 20F (8518.360000 sec): 3 clusters
  Score: Raw -1420921.401904 + Penalty 3063.429039 = -1417857.972865
  nChanged 33
		SP:Iteration 21Q (8518.380000 sec): 3 clusters
  Score: Raw -1420943.702133 + Penalty 3063.429039 = -1417880.273094
  nChanged 30
		SP:Iteration 22Q (8518.410000 sec): 3 clusters
  Score: Raw -1420962.909339 + Penalty 3063.429039 = -1417899.480299
  nChanged 18
		SP:Iteration 23Q (8518.440000 sec): 3 clusters
  Score: Raw -1420972.920904 + Penalty 3063.429039 = -1417909.491865
  nChanged 19
		SP:Iteration 24Q (8518.470000 sec): 3 clusters
  Score: Raw -1420987.858607 + Penalty 3063.429039 = -1417924.429567
  nChanged 20
		SP:Iteration 25Q (8518.500000 sec): 3 clusters
  Score: Raw -1421003.426248 + Penalty 3063.429039 = -1417939.997209
  nChanged 15
		SP:Iteration 26Q (8518.520000 sec): 3 clusters
  Score: Raw -1421016.124749 + Penalty 3063.429039 = -1417952.695710
  nChanged 12
		SP:Iteration 27Q (8518.550000 sec): 3 clusters
  Score: Raw -1421024.004239 + Penalty 3063.429039 = -1417960.575200
  nChanged 7
		SP:Iteration 28Q (8518.580000 sec): 3 clusters
  Score: Raw -1421027.742279 + Penalty 3063.429039 = -1417964.313239
  nChanged 7
		SP:Iteration 29Q (8518.600000 sec): 3 clusters
  Score: Raw -1421031.309486 + Penalty 3063.429039 = -1417967.880447
  nChanged 7
		SP:Iteration 30Q (8518.630000 sec): 3 clusters
  Score: Raw -1421035.368540 + Penalty 3063.429039 = -1417971.939501
  nChanged 3
		SP:Iteration 31Q (8518.660000 sec): 3 clusters
  Score: Raw -1421036.945420 + Penalty 3063.429039 = -1417973.516380
  nChanged 0
		SP:Iteration 32F (8518.690000 sec): 3 clusters
  Score: Raw -1421036.945420 + Penalty 3063.429039 = -1417973.516380
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8518.850000 sec): 2 clusters
  Score: Raw -6126559.551457 + Penalty 1765.965848 = -6124793.585608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8518.990000 sec): 3 clusters
  Score: Raw -6093336.764363 + Penalty 3531.931697 = -6089804.832666
  nChanged 24632
		SP:Iteration 1F (8519.130000 sec): 3 clusters
  Score: Raw -6107184.423851 + Penalty 3531.931697 = -6103652.492154
  nChanged 1978
		SP:Iteration 2Q (8519.270000 sec): 3 clusters
  Score: Raw -6107726.187665 + Penalty 3531.931697 = -6104194.255969
  nChanged 2167
		SP:Iteration 3Q (8519.410000 sec): 3 clusters
  Score: Raw -6108463.872083 + Penalty 3531.931697 = -6104931.940386
  nChanged 2495
		SP:Iteration 4Q (8519.560000 sec): 3 clusters
  Score: Raw -6109501.556829 + Penalty 3531.931697 = -6105969.625132
  nChanged 2787
		SP:Iteration 5F (8519.700000 sec): 3 clusters
  Score: Raw -6110941.480899 + Penalty 3531.931697 = -6107409.549202
  nChanged 3068
		SP:Iteration 6F (8519.830000 sec): 3 clusters
  Score: Raw -6112840.863936 + Penalty 3531.931697 = -6109308.932240
  nChanged 3186
		SP:Iteration 7F (8519.970000 sec): 3 clusters
  Score: Raw -6115084.436505 + Penalty 3531.931697 = -6111552.504808
  nChanged 3122
		SP:Iteration 8F (8520.110000 sec): 3 clusters
  Score: Raw -6117534.019188 + Penalty 3531.931697 = -6114002.087491
  nChanged 2831
		SP:Iteration 9F (8520.250000 sec): 3 clusters
  Score: Raw -6119898.164425 + Penalty 3531.931697 = -6116366.232728
  nChanged 2450
		SP:Iteration 10Q (8520.390000 sec): 3 clusters
  Score: Raw -6122046.240294 + Penalty 3531.931697 = -6118514.308597
  nChanged 1914
		SP:Iteration 11Q (8520.520000 sec): 3 clusters
  Score: Raw -6123679.285679 + Penalty 3531.931697 = -6120147.353982
  nChanged 1377
		SP:Iteration 12Q (8520.640000 sec): 3 clusters
  Score: Raw -6124813.661831 + Penalty 3531.931697 = -6121281.730134
  nChanged 928
		SP:Iteration 13Q (8520.760000 sec): 3 clusters
  Score: Raw -6125606.663695 + Penalty 3531.931697 = -6122074.731998
  nChanged 606
		SP:Iteration 14Q (8520.870000 sec): 3 clusters
  Score: Raw -6126064.156018 + Penalty 3531.931697 = -6122532.224321
  nChanged 405
		SP:Iteration 15Q (8520.980000 sec): 3 clusters
  Score: Raw -6126337.957685 + Penalty 3531.931697 = -6122806.025989
  nChanged 293
		SP:Iteration 16Q (8521.090000 sec): 3 clusters
  Score: Raw -6126530.314051 + Penalty 3531.931697 = -6122998.382354
  nChanged 239
		SP:Iteration 17Q (8521.190000 sec): 3 clusters
  Score: Raw -6126680.007787 + Penalty 3531.931697 = -6123148.076090
  nChanged 167
		SP:Iteration 18Q (8521.290000 sec): 3 clusters
  Score: Raw -6126763.157421 + Penalty 3531.931697 = -6123231.225724
  nChanged 143
		SP:Iteration 19Q (8521.390000 sec): 3 clusters
  Score: Raw -6126825.285084 + Penalty 3531.931697 = -6123293.353387
  nChanged 115
		SP:Iteration 20F (8521.530000 sec): 3 clusters
  Score: Raw -6126871.228972 + Penalty 3531.931697 = -6123339.297275
  nChanged 100
		SP:Iteration 21Q (8521.630000 sec): 3 clusters
  Score: Raw -6126903.875115 + Penalty 3531.931697 = -6123371.943418
  nChanged 65
		SP:Iteration 22Q (8521.730000 sec): 3 clusters
  Score: Raw -6126925.597594 + Penalty 3531.931697 = -6123393.665897
  nChanged 39
		SP:Iteration 23Q (8521.830000 sec): 3 clusters
  Score: Raw -6126937.645795 + Penalty 3531.931697 = -6123405.714098
  nChanged 43
		SP:Iteration 24Q (8521.930000 sec): 3 clusters
  Score: Raw -6126950.096498 + Penalty 3531.931697 = -6123418.164801
  nChanged 35
		SP:Iteration 25Q (8522.030000 sec): 3 clusters
  Score: Raw -6126961.893675 + Penalty 3531.931697 = -6123429.961978
  nChanged 38
		SP:Iteration 26Q (8522.130000 sec): 3 clusters
  Score: Raw -6126976.838031 + Penalty 3531.931697 = -6123444.906334
  nChanged 34
		SP:Iteration 27Q (8522.230000 sec): 3 clusters
  Score: Raw -6126990.344930 + Penalty 3531.931697 = -6123458.413233
  nChanged 36
		SP:Iteration 28Q (8522.330000 sec): 3 clusters
  Score: Raw -6127000.174810 + Penalty 3531.931697 = -6123468.243113
  nChanged 20
		SP:Iteration 29Q (8522.430000 sec): 3 clusters
  Score: Raw -6127003.536008 + Penalty 3531.931697 = -6123471.604311
  nChanged 11
		SP:Iteration 30Q (8522.530000 sec): 3 clusters
  Score: Raw -6127006.393650 + Penalty 3531.931697 = -6123474.461953
  nChanged 7
		SP:Iteration 31Q (8522.630000 sec): 3 clusters
  Score: Raw -6127007.377179 + Penalty 3531.931697 = -6123475.445482
  nChanged 6
		SP:Iteration 32Q (8522.730000 sec): 3 clusters
  Score: Raw -6127008.465326 + Penalty 3531.931697 = -6123476.533630
  nChanged 3
		SP:Iteration 33Q (8522.830000 sec): 3 clusters
  Score: Raw -6127009.156151 + Penalty 3531.931697 = -6123477.224454
  nChanged 5
		SP:Iteration 34Q (8522.930000 sec): 3 clusters
  Score: Raw -6127010.086593 + Penalty 3531.931697 = -6123478.154896
  nChanged 6
		SP:Iteration 35Q (8523.030000 sec): 3 clusters
  Score: Raw -6127011.022417 + Penalty 3531.931697 = -6123479.090720
  nChanged 7
		SP:Iteration 36Q (8523.130000 sec): 3 clusters
  Score: Raw -6127012.655475 + Penalty 3531.931697 = -6123480.723778
  nChanged 8
		SP:Iteration 37Q (8523.230000 sec): 3 clusters
  Score: Raw -6127014.232289 + Penalty 3531.931697 = -6123482.300592
  nChanged 4
		SP:Iteration 38Q (8523.330000 sec): 3 clusters
  Score: Raw -6127015.070607 + Penalty 3531.931697 = -6123483.138910
  nChanged 4
		SP:Iteration 39Q (8523.430000 sec): 3 clusters
  Score: Raw -6127015.932678 + Penalty 3531.931697 = -6123484.000981
  nChanged 9
		SP:Iteration 40F (8523.570000 sec): 3 clusters
  Score: Raw -6127018.198394 + Penalty 3531.931697 = -6123486.266697
  nChanged 7
		SP:Iteration 41Q (8523.670000 sec): 3 clusters
  Score: Raw -6127020.246784 + Penalty 3531.931697 = -6123488.315087
  nChanged 7
		SP:Iteration 42Q (8523.770000 sec): 3 clusters
  Score: Raw -6127022.178130 + Penalty 3531.931697 = -6123490.246433
  nChanged 7
		SP:Iteration 43Q (8523.870000 sec): 3 clusters
  Score: Raw -6127023.631198 + Penalty 3531.931697 = -6123491.699501
  nChanged 7
		SP:Iteration 44Q (8523.970000 sec): 3 clusters
  Score: Raw -6127024.826590 + Penalty 3531.931697 = -6123492.894893
  nChanged 4
		SP:Iteration 45Q (8524.070000 sec): 3 clusters
  Score: Raw -6127025.472592 + Penalty 3531.931697 = -6123493.540895
  nChanged 4
		SP:Iteration 46Q (8524.170000 sec): 3 clusters
  Score: Raw -6127025.953703 + Penalty 3531.931697 = -6123494.022006
  nChanged 1
		SP:Iteration 47Q (8524.270000 sec): 3 clusters
  Score: Raw -6127026.220549 + Penalty 3531.931697 = -6123494.288852
  nChanged 3
		SP:Iteration 48Q (8524.370000 sec): 3 clusters
  Score: Raw -6127026.968212 + Penalty 3531.931697 = -6123495.036515
  nChanged 4
		SP:Iteration 49Q (8524.470000 sec): 3 clusters
  Score: Raw -6127027.920111 + Penalty 3531.931697 = -6123495.988414
  nChanged 8
		SP:Iteration 50Q (8524.570000 sec): 3 clusters
  Score: Raw -6127030.334952 + Penalty 3531.931697 = -6123498.403255
  nChanged 7
		SP:Iteration 51Q (8524.670000 sec): 3 clusters
  Score: Raw -6127032.123788 + Penalty 3531.931697 = -6123500.192092
  nChanged 9
		SP:Iteration 52Q (8524.770000 sec): 3 clusters
  Score: Raw -6127034.418614 + Penalty 3531.931697 = -6123502.486917
  nChanged 8
		SP:Iteration 53Q (8524.870000 sec): 3 clusters
  Score: Raw -6127037.111122 + Penalty 3531.931697 = -6123505.179425
  nChanged 7
		SP:Iteration 54Q (8524.970000 sec): 3 clusters
  Score: Raw -6127039.918954 + Penalty 3531.931697 = -6123507.987257
  nChanged 11
		SP:Iteration 55Q (8525.070000 sec): 3 clusters
  Score: Raw -6127042.802755 + Penalty 3531.931697 = -6123510.871058
  nChanged 12
		SP:Iteration 56Q (8525.170000 sec): 3 clusters
  Score: Raw -6127045.925947 + Penalty 3531.931697 = -6123513.994250
  nChanged 10
		SP:Iteration 57Q (8525.270000 sec): 3 clusters
  Score: Raw -6127048.952905 + Penalty 3531.931697 = -6123517.021208
  nChanged 11
		SP:Iteration 58Q (8525.360000 sec): 3 clusters
  Score: Raw -6127052.456105 + Penalty 3531.931697 = -6123520.524408
  nChanged 15
		SP:Iteration 59Q (8525.460000 sec): 3 clusters
  Score: Raw -6127057.532668 + Penalty 3531.931697 = -6123525.600971
  nChanged 11
		SP:Iteration 60F (8525.600000 sec): 3 clusters
  Score: Raw -6127059.921939 + Penalty 3531.931697 = -6123527.990242
  nChanged 15
		SP:Iteration 61Q (8525.690000 sec): 3 clusters
  Score: Raw -6127063.816998 + Penalty 3531.931697 = -6123531.885301
  nChanged 7
		SP:Iteration 62Q (8525.790000 sec): 3 clusters
  Score: Raw -6127065.478330 + Penalty 3531.931697 = -6123533.546633
  nChanged 8
		SP:Iteration 63Q (8525.890000 sec): 3 clusters
  Score: Raw -6127067.303840 + Penalty 3531.931697 = -6123535.372143
  nChanged 7
		SP:Iteration 64Q (8525.990000 sec): 3 clusters
  Score: Raw -6127068.735603 + Penalty 3531.931697 = -6123536.803906
  nChanged 3
		SP:Iteration 65Q (8526.090000 sec): 3 clusters
  Score: Raw -6127069.014697 + Penalty 3531.931697 = -6123537.083000
  nChanged 2
		SP:Iteration 66Q (8526.190000 sec): 3 clusters
  Score: Raw -6127069.234721 + Penalty 3531.931697 = -6123537.303024
  nChanged 1
		SP:Iteration 67Q (8526.280000 sec): 3 clusters
  Score: Raw -6127069.440965 + Penalty 3531.931697 = -6123537.509268
  nChanged 0
		SP:Iteration 68F (8526.420000 sec): 3 clusters
  Score: Raw -6127069.440965 + Penalty 3531.931697 = -6123537.509268
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (1867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8526.450000 sec): 2 clusters
  Score: Raw -203888.228980 + Penalty 1223.964323 = -202664.264656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8526.460000 sec): 3 clusters
  Score: Raw -203082.807710 + Penalty 2447.928647 = -200634.879063
  nChanged 660
		SP:Iteration 1F (8526.460000 sec): 3 clusters
  Score: Raw -203549.041472 + Penalty 2447.928647 = -201101.112825
  nChanged 160
		SP:Iteration 2F (8526.470000 sec): 3 clusters
  Score: Raw -203665.357423 + Penalty 2447.928647 = -201217.428776
  nChanged 97
		SP:Iteration 3F (8526.470000 sec): 3 clusters
  Score: Raw -203739.653962 + Penalty 2447.928647 = -201291.725315
  nChanged 80
		SP:Iteration 4Q (8526.480000 sec): 3 clusters
  Score: Raw -203804.507110 + Penalty 2447.928647 = -201356.578463
  nChanged 55
		SP:Iteration 5Q (8526.480000 sec): 3 clusters
  Score: Raw -203843.524103 + Penalty 2447.928647 = -201395.595457
  nChanged 49
		SP:Iteration 6Q (8526.490000 sec): 3 clusters
  Score: Raw -203877.089188 + Penalty 2447.928647 = -201429.160541
  nChanged 42
		SP:Iteration 7Q (8526.490000 sec): 3 clusters
  Score: Raw -203909.729138 + Penalty 2447.928647 = -201461.800491
  nChanged 47
		SP:Iteration 8Q (8526.500000 sec): 3 clusters
  Score: Raw -203946.421533 + Penalty 2447.928647 = -201498.492886
  nChanged 41
		SP:Iteration 9Q (8526.500000 sec): 3 clusters
  Score: Raw -203977.724985 + Penalty 2447.928647 = -201529.796339
  nChanged 32
		SP:Iteration 10Q (8526.510000 sec): 3 clusters
  Score: Raw -204000.988477 + Penalty 2447.928647 = -201553.059830
  nChanged 30
		SP:Iteration 11Q (8526.510000 sec): 3 clusters
  Score: Raw -204029.712179 + Penalty 2447.928647 = -201581.783533
  nChanged 27
		SP:Iteration 12Q (8526.510000 sec): 3 clusters
  Score: Raw -204050.365036 + Penalty 2447.928647 = -201602.436389
  nChanged 33
		SP:Iteration 13Q (8526.520000 sec): 3 clusters
  Score: Raw -204072.930561 + Penalty 2447.928647 = -201625.001914
  nChanged 24
		SP:Iteration 14Q (8526.520000 sec): 3 clusters
  Score: Raw -204092.256292 + Penalty 2447.928647 = -201644.327645
  nChanged 16
		SP:Iteration 15Q (8526.530000 sec): 3 clusters
  Score: Raw -204104.980701 + Penalty 2447.928647 = -201657.052055
  nChanged 12
		SP:Iteration 16Q (8526.530000 sec): 3 clusters
  Score: Raw -204111.019783 + Penalty 2447.928647 = -201663.091136
  nChanged 8
		SP:Iteration 17Q (8526.540000 sec): 3 clusters
  Score: Raw -204116.840368 + Penalty 2447.928647 = -201668.911721
  nChanged 12
		SP:Iteration 18Q (8526.540000 sec): 3 clusters
  Score: Raw -204123.476194 + Penalty 2447.928647 = -201675.547547
  nChanged 9
		SP:Iteration 19Q (8526.550000 sec): 3 clusters
  Score: Raw -204129.741153 + Penalty 2447.928647 = -201681.812507
  nChanged 9
		SP:Iteration 20F (8526.550000 sec): 3 clusters
  Score: Raw -204134.028646 + Penalty 2447.928647 = -201686.099999
  nChanged 5
		SP:Iteration 21Q (8526.550000 sec): 3 clusters
  Score: Raw -204136.401557 + Penalty 2447.928647 = -201688.472911
  nChanged 7
		SP:Iteration 22Q (8526.560000 sec): 3 clusters
  Score: Raw -204141.105046 + Penalty 2447.928647 = -201693.176399
  nChanged 10
		SP:Iteration 23Q (8526.560000 sec): 3 clusters
  Score: Raw -204147.832499 + Penalty 2447.928647 = -201699.903852
  nChanged 7
		SP:Iteration 24Q (8526.570000 sec): 3 clusters
  Score: Raw -204151.538704 + Penalty 2447.928647 = -201703.610057
  nChanged 6
		SP:Iteration 25Q (8526.570000 sec): 3 clusters
  Score: Raw -204155.627981 + Penalty 2447.928647 = -201707.699335
  nChanged 7
		SP:Iteration 26Q (8526.580000 sec): 3 clusters
  Score: Raw -204159.488875 + Penalty 2447.928647 = -201711.560229
  nChanged 7
		SP:Iteration 27Q (8526.580000 sec): 3 clusters
  Score: Raw -204164.378140 + Penalty 2447.928647 = -201716.449493
  nChanged 8
		SP:Iteration 28Q (8526.590000 sec): 3 clusters
  Score: Raw -204169.936370 + Penalty 2447.928647 = -201722.007723
  nChanged 9
		SP:Iteration 29Q (8526.590000 sec): 3 clusters
  Score: Raw -204179.257722 + Penalty 2447.928647 = -201731.329076
  nChanged 11
		SP:Iteration 30Q (8526.590000 sec): 3 clusters
  Score: Raw -204185.711038 + Penalty 2447.928647 = -201737.782392
  nChanged 8
		SP:Iteration 31Q (8526.600000 sec): 3 clusters
  Score: Raw -204189.312627 + Penalty 2447.928647 = -201741.383980
  nChanged 5
		SP:Iteration 32Q (8526.600000 sec): 3 clusters
  Score: Raw -204192.288394 + Penalty 2447.928647 = -201744.359748
  nChanged 3
		SP:Iteration 33Q (8526.610000 sec): 3 clusters
  Score: Raw -204193.917691 + Penalty 2447.928647 = -201745.989045
  nChanged 3
		SP:Iteration 34Q (8526.610000 sec): 3 clusters
  Score: Raw -204194.909254 + Penalty 2447.928647 = -201746.980607
  nChanged 0
		SP:Iteration 35F (8526.610000 sec): 3 clusters
  Score: Raw -204194.909254 + Penalty 2447.928647 = -201746.980607
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8526.630000 sec): 2 clusters
  Score: Raw -376374.171055 + Penalty 1316.276235 = -375057.894820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8526.640000 sec): 3 clusters
  Score: Raw -374804.340299 + Penalty 2632.552470 = -372171.787829
  nChanged 1287
		SP:Iteration 1F (8526.650000 sec): 3 clusters
  Score: Raw -375570.163262 + Penalty 2632.552470 = -372937.610792
  nChanged 264
		SP:Iteration 2F (8526.650000 sec): 3 clusters
  Score: Raw -375737.952468 + Penalty 2632.552470 = -373105.399998
  nChanged 168
		SP:Iteration 3F (8526.660000 sec): 3 clusters
  Score: Raw -375836.779524 + Penalty 2632.552470 = -373204.227054
  nChanged 133
		SP:Iteration 4Q (8526.670000 sec): 3 clusters
  Score: Raw -375908.899379 + Penalty 2632.552470 = -373276.346909
  nChanged 109
		SP:Iteration 5Q (8526.680000 sec): 3 clusters
  Score: Raw -375963.953452 + Penalty 2632.552470 = -373331.400982
  nChanged 92
		SP:Iteration 6Q (8526.690000 sec): 3 clusters
  Score: Raw -376028.493706 + Penalty 2632.552470 = -373395.941236
  nChanged 106
		SP:Iteration 7Q (8526.690000 sec): 3 clusters
  Score: Raw -376085.781774 + Penalty 2632.552470 = -373453.229304
  nChanged 87
		SP:Iteration 8Q (8526.700000 sec): 3 clusters
  Score: Raw -376136.496771 + Penalty 2632.552470 = -373503.944301
  nChanged 88
		SP:Iteration 9Q (8526.710000 sec): 3 clusters
  Score: Raw -376186.206219 + Penalty 2632.552470 = -373553.653749
  nChanged 84
		SP:Iteration 10Q (8526.720000 sec): 3 clusters
  Score: Raw -376236.509070 + Penalty 2632.552470 = -373603.956600
  nChanged 78
		SP:Iteration 11Q (8526.730000 sec): 3 clusters
  Score: Raw -376274.407218 + Penalty 2632.552470 = -373641.854748
  nChanged 75
		SP:Iteration 12Q (8526.740000 sec): 3 clusters
  Score: Raw -376315.840830 + Penalty 2632.552470 = -373683.288359
  nChanged 97
		SP:Iteration 13Q (8526.750000 sec): 3 clusters
  Score: Raw -376372.602649 + Penalty 2632.552470 = -373740.050179
  nChanged 95
		SP:Iteration 14Q (8526.750000 sec): 3 clusters
  Score: Raw -376428.625182 + Penalty 2632.552470 = -373796.072712
  nChanged 92
		SP:Iteration 15Q (8526.760000 sec): 3 clusters
  Score: Raw -376488.653539 + Penalty 2632.552470 = -373856.101068
  nChanged 98
		SP:Iteration 16Q (8526.770000 sec): 3 clusters
  Score: Raw -376563.261197 + Penalty 2632.552470 = -373930.708727
  nChanged 96
		SP:Iteration 17Q (8526.780000 sec): 3 clusters
  Score: Raw -376641.545733 + Penalty 2632.552470 = -374008.993263
  nChanged 114
		SP:Iteration 18Q (8526.790000 sec): 3 clusters
  Score: Raw -376741.145860 + Penalty 2632.552470 = -374108.593390
  nChanged 106
		SP:Iteration 19Q (8526.790000 sec): 3 clusters
  Score: Raw -376834.179855 + Penalty 2632.552470 = -374201.627385
  nChanged 85
		SP:Iteration 20F (8526.800000 sec): 3 clusters
  Score: Raw -376916.483149 + Penalty 2632.552470 = -374283.930679
  nChanged 82
		SP:Iteration 21Q (8526.810000 sec): 3 clusters
  Score: Raw -376990.355144 + Penalty 2632.552470 = -374357.802674
  nChanged 65
		SP:Iteration 22Q (8526.820000 sec): 3 clusters
  Score: Raw -377046.301027 + Penalty 2632.552470 = -374413.748557
  nChanged 41
		SP:Iteration 23Q (8526.830000 sec): 3 clusters
  Score: Raw -377085.514716 + Penalty 2632.552470 = -374452.962245
  nChanged 38
		SP:Iteration 24Q (8526.830000 sec): 3 clusters
  Score: Raw -377115.453573 + Penalty 2632.552470 = -374482.901103
  nChanged 17
		SP:Iteration 25Q (8526.840000 sec): 3 clusters
  Score: Raw -377130.505366 + Penalty 2632.552470 = -374497.952896
  nChanged 11
		SP:Iteration 26Q (8526.850000 sec): 3 clusters
  Score: Raw -377138.627722 + Penalty 2632.552470 = -374506.075251
  nChanged 11
		SP:Iteration 27Q (8526.850000 sec): 3 clusters
  Score: Raw -377147.249980 + Penalty 2632.552470 = -374514.697510
  nChanged 9
		SP:Iteration 28Q (8526.860000 sec): 3 clusters
  Score: Raw -377155.931046 + Penalty 2632.552470 = -374523.378576
  nChanged 8
		SP:Iteration 29Q (8526.870000 sec): 3 clusters
  Score: Raw -377161.944913 + Penalty 2632.552470 = -374529.392443
  nChanged 5
		SP:Iteration 30Q (8526.880000 sec): 3 clusters
  Score: Raw -377165.531490 + Penalty 2632.552470 = -374532.979019
  nChanged 3
		SP:Iteration 31Q (8526.890000 sec): 3 clusters
  Score: Raw -377168.322765 + Penalty 2632.552470 = -374535.770295
  nChanged 3
		SP:Iteration 32Q (8526.890000 sec): 3 clusters
  Score: Raw -377171.979742 + Penalty 2632.552470 = -374539.427272
  nChanged 3
		SP:Iteration 33Q (8526.900000 sec): 3 clusters
  Score: Raw -377175.134853 + Penalty 2632.552470 = -374542.582383
  nChanged 4
		SP:Iteration 34Q (8526.910000 sec): 3 clusters
  Score: Raw -377177.102109 + Penalty 2632.552470 = -374544.549638
  nChanged 2
		SP:Iteration 35Q (8526.910000 sec): 3 clusters
  Score: Raw -377178.618741 + Penalty 2632.552470 = -374546.066270
  nChanged 2
		SP:Iteration 36Q (8526.920000 sec): 3 clusters
  Score: Raw -377179.577371 + Penalty 2632.552470 = -374547.024901
  nChanged 2
		SP:Iteration 37Q (8526.930000 sec): 3 clusters
  Score: Raw -377180.525761 + Penalty 2632.552470 = -374547.973290
  nChanged 0
		SP:Iteration 38F (8526.940000 sec): 3 clusters
  Score: Raw -377180.525761 + Penalty 2632.552470 = -374547.973290
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8526.970000 sec): 2 clusters
  Score: Raw -860928.716372 + Penalty 1457.509203 = -859471.207169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8526.990000 sec): 3 clusters
  Score: Raw -856591.986213 + Penalty 2915.018405 = -853676.967808
  nChanged 3312
		SP:Iteration 1F (8527.010000 sec): 3 clusters
  Score: Raw -858455.969871 + Penalty 2915.018405 = -855540.951466
  nChanged 606
		SP:Iteration 2F (8527.030000 sec): 3 clusters
  Score: Raw -858827.560245 + Penalty 2915.018405 = -855912.541840
  nChanged 549
		SP:Iteration 3F (8527.050000 sec): 3 clusters
  Score: Raw -859173.950570 + Penalty 2915.018405 = -856258.932165
  nChanged 500
		SP:Iteration 4F (8527.070000 sec): 3 clusters
  Score: Raw -859497.977359 + Penalty 2915.018405 = -856582.958954
  nChanged 447
		SP:Iteration 5F (8527.090000 sec): 3 clusters
  Score: Raw -859771.875885 + Penalty 2915.018405 = -856856.857480
  nChanged 387
		SP:Iteration 6Q (8527.110000 sec): 3 clusters
  Score: Raw -860007.591051 + Penalty 2915.018405 = -857092.572646
  nChanged 347
		SP:Iteration 7Q (8527.130000 sec): 3 clusters
  Score: Raw -860179.341443 + Penalty 2915.018405 = -857264.323038
  nChanged 268
		SP:Iteration 8Q (8527.150000 sec): 3 clusters
  Score: Raw -860310.949239 + Penalty 2915.018405 = -857395.930834
  nChanged 249
		SP:Iteration 9Q (8527.170000 sec): 3 clusters
  Score: Raw -860418.398077 + Penalty 2915.018405 = -857503.379672
  nChanged 177
		SP:Iteration 10Q (8527.180000 sec): 3 clusters
  Score: Raw -860488.778441 + Penalty 2915.018405 = -857573.760036
  nChanged 159
		SP:Iteration 11Q (8527.200000 sec): 3 clusters
  Score: Raw -860551.505462 + Penalty 2915.018405 = -857636.487057
  nChanged 152
		SP:Iteration 12Q (8527.220000 sec): 3 clusters
  Score: Raw -860608.534162 + Penalty 2915.018405 = -857693.515757
  nChanged 117
		SP:Iteration 13Q (8527.240000 sec): 3 clusters
  Score: Raw -860655.346885 + Penalty 2915.018405 = -857740.328480
  nChanged 119
		SP:Iteration 14Q (8527.260000 sec): 3 clusters
  Score: Raw -860708.684702 + Penalty 2915.018405 = -857793.666297
  nChanged 109
		SP:Iteration 15Q (8527.280000 sec): 3 clusters
  Score: Raw -860750.219645 + Penalty 2915.018405 = -857835.201240
  nChanged 96
		SP:Iteration 16Q (8527.300000 sec): 3 clusters
  Score: Raw -860796.988089 + Penalty 2915.018405 = -857881.969684
  nChanged 102
		SP:Iteration 17Q (8527.320000 sec): 3 clusters
  Score: Raw -860846.407329 + Penalty 2915.018405 = -857931.388924
  nChanged 109
		SP:Iteration 18Q (8527.340000 sec): 3 clusters
  Score: Raw -860894.604544 + Penalty 2915.018405 = -857979.586139
  nChanged 105
		SP:Iteration 19Q (8527.360000 sec): 3 clusters
  Score: Raw -860943.977432 + Penalty 2915.018405 = -858028.959027
  nChanged 82
		SP:Iteration 20F (8527.380000 sec): 3 clusters
  Score: Raw -860980.932837 + Penalty 2915.018405 = -858065.914432
  nChanged 81
		SP:Iteration 21Q (8527.400000 sec): 3 clusters
  Score: Raw -861018.146195 + Penalty 2915.018405 = -858103.127790
  nChanged 75
		SP:Iteration 22Q (8527.420000 sec): 3 clusters
  Score: Raw -861053.431949 + Penalty 2915.018405 = -858138.413544
  nChanged 69
		SP:Iteration 23Q (8527.440000 sec): 3 clusters
  Score: Raw -861082.553175 + Penalty 2915.018405 = -858167.534770
  nChanged 62
		SP:Iteration 24Q (8527.460000 sec): 3 clusters
  Score: Raw -861108.413963 + Penalty 2915.018405 = -858193.395558
  nChanged 49
		SP:Iteration 25Q (8527.480000 sec): 3 clusters
  Score: Raw -861131.480716 + Penalty 2915.018405 = -858216.462311
  nChanged 52
		SP:Iteration 26Q (8527.500000 sec): 3 clusters
  Score: Raw -861155.442602 + Penalty 2915.018405 = -858240.424197
  nChanged 58
		SP:Iteration 27Q (8527.520000 sec): 3 clusters
  Score: Raw -861180.412895 + Penalty 2915.018405 = -858265.394490
  nChanged 51
		SP:Iteration 28Q (8527.540000 sec): 3 clusters
  Score: Raw -861207.581214 + Penalty 2915.018405 = -858292.562809
  nChanged 49
		SP:Iteration 29Q (8527.560000 sec): 3 clusters
  Score: Raw -861231.503791 + Penalty 2915.018405 = -858316.485385
  nChanged 43
		SP:Iteration 30Q (8527.580000 sec): 3 clusters
  Score: Raw -861251.829409 + Penalty 2915.018405 = -858336.811004
  nChanged 43
		SP:Iteration 31Q (8527.590000 sec): 3 clusters
  Score: Raw -861270.302423 + Penalty 2915.018405 = -858355.284018
  nChanged 35
		SP:Iteration 32Q (8527.610000 sec): 3 clusters
  Score: Raw -861286.891765 + Penalty 2915.018405 = -858371.873360
  nChanged 37
		SP:Iteration 33Q (8527.630000 sec): 3 clusters
  Score: Raw -861304.491864 + Penalty 2915.018405 = -858389.473459
  nChanged 26
		SP:Iteration 34Q (8527.650000 sec): 3 clusters
  Score: Raw -861316.319037 + Penalty 2915.018405 = -858401.300632
  nChanged 27
		SP:Iteration 35Q (8527.670000 sec): 3 clusters
  Score: Raw -861331.805209 + Penalty 2915.018405 = -858416.786804
  nChanged 25
		SP:Iteration 36Q (8527.690000 sec): 3 clusters
  Score: Raw -861349.189949 + Penalty 2915.018405 = -858434.171544
  nChanged 35
		SP:Iteration 37Q (8527.710000 sec): 3 clusters
  Score: Raw -861367.022821 + Penalty 2915.018405 = -858452.004416
  nChanged 22
		SP:Iteration 38Q (8527.730000 sec): 3 clusters
  Score: Raw -861380.770096 + Penalty 2915.018405 = -858465.751691
  nChanged 17
		SP:Iteration 39Q (8527.740000 sec): 3 clusters
  Score: Raw -861391.364975 + Penalty 2915.018405 = -858476.346570
  nChanged 19
		SP:Iteration 40F (8527.760000 sec): 3 clusters
  Score: Raw -861404.279128 + Penalty 2915.018405 = -858489.260723
  nChanged 17
		SP:Iteration 41Q (8527.780000 sec): 3 clusters
  Score: Raw -861414.324704 + Penalty 2915.018405 = -858499.306299
  nChanged 11
		SP:Iteration 42Q (8527.800000 sec): 3 clusters
  Score: Raw -861418.424173 + Penalty 2915.018405 = -858503.405768
  nChanged 7
		SP:Iteration 43Q (8527.810000 sec): 3 clusters
  Score: Raw -861421.284483 + Penalty 2915.018405 = -858506.266078
  nChanged 5
		SP:Iteration 44Q (8527.830000 sec): 3 clusters
  Score: Raw -861422.993041 + Penalty 2915.018405 = -858507.974636
  nChanged 5
		SP:Iteration 45Q (8527.850000 sec): 3 clusters
  Score: Raw -861425.379003 + Penalty 2915.018405 = -858510.360598
  nChanged 4
		SP:Iteration 46Q (8527.870000 sec): 3 clusters
  Score: Raw -861427.017393 + Penalty 2915.018405 = -858511.998988
  nChanged 5
		SP:Iteration 47Q (8527.880000 sec): 3 clusters
  Score: Raw -861428.963319 + Penalty 2915.018405 = -858513.944914
  nChanged 6
		SP:Iteration 48Q (8527.900000 sec): 3 clusters
  Score: Raw -861432.901999 + Penalty 2915.018405 = -858517.883594
  nChanged 4
		SP:Iteration 49Q (8527.920000 sec): 3 clusters
  Score: Raw -861436.524829 + Penalty 2915.018405 = -858521.506424
  nChanged 5
		SP:Iteration 50Q (8527.930000 sec): 3 clusters
  Score: Raw -861439.013335 + Penalty 2915.018405 = -858523.994930
  nChanged 1
		SP:Iteration 51Q (8527.950000 sec): 3 clusters
  Score: Raw -861439.937147 + Penalty 2915.018405 = -858524.918742
  nChanged 2
		SP:Iteration 52Q (8527.970000 sec): 3 clusters
  Score: Raw -861440.550145 + Penalty 2915.018405 = -858525.531739
  nChanged 1
		SP:Iteration 53Q (8527.980000 sec): 3 clusters
  Score: Raw -861440.783216 + Penalty 2915.018405 = -858525.764811
  nChanged 1
		SP:Iteration 54Q (8528.000000 sec): 3 clusters
  Score: Raw -861441.321974 + Penalty 2915.018405 = -858526.303569
  nChanged 1
		SP:Iteration 55Q (8528.020000 sec): 3 clusters
  Score: Raw -861441.601359 + Penalty 2915.018405 = -858526.582954
  nChanged 2
		SP:Iteration 56Q (8528.030000 sec): 3 clusters
  Score: Raw -861442.454952 + Penalty 2915.018405 = -858527.436547
  nChanged 0
		SP:Iteration 57F (8528.050000 sec): 3 clusters
  Score: Raw -861442.454952 + Penalty 2915.018405 = -858527.436547
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8528.070000 sec): 2 clusters
  Score: Raw -410031.925844 + Penalty 1342.204006 = -408689.721838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8528.080000 sec): 3 clusters
  Score: Raw -408125.171018 + Penalty 2684.408012 = -405440.763005
  nChanged 1528
		SP:Iteration 1F (8528.090000 sec): 3 clusters
  Score: Raw -409122.453749 + Penalty 2684.408012 = -406438.045737
  nChanged 368
		SP:Iteration 2F (8528.100000 sec): 3 clusters
  Score: Raw -409433.432107 + Penalty 2684.408012 = -406749.024095
  nChanged 267
		SP:Iteration 3F (8528.110000 sec): 3 clusters
  Score: Raw -409653.524918 + Penalty 2684.408012 = -406969.116906
  nChanged 209
		SP:Iteration 4F (8528.120000 sec): 3 clusters
  Score: Raw -409823.862748 + Penalty 2684.408012 = -407139.454736
  nChanged 186
		SP:Iteration 5Q (8528.130000 sec): 3 clusters
  Score: Raw -409969.504597 + Penalty 2684.408012 = -407285.096585
  nChanged 138
		SP:Iteration 6Q (8528.140000 sec): 3 clusters
  Score: Raw -410061.446729 + Penalty 2684.408012 = -407377.038717
  nChanged 87
		SP:Iteration 7Q (8528.150000 sec): 3 clusters
  Score: Raw -410114.519815 + Penalty 2684.408012 = -407430.111803
  nChanged 64
		SP:Iteration 8Q (8528.160000 sec): 3 clusters
  Score: Raw -410151.685835 + Penalty 2684.408012 = -407467.277822
  nChanged 51
		SP:Iteration 9Q (8528.170000 sec): 3 clusters
  Score: Raw -410177.414058 + Penalty 2684.408012 = -407493.006045
  nChanged 40
		SP:Iteration 10Q (8528.170000 sec): 3 clusters
  Score: Raw -410196.563811 + Penalty 2684.408012 = -407512.155798
  nChanged 34
		SP:Iteration 11Q (8528.190000 sec): 3 clusters
  Score: Raw -410210.522685 + Penalty 2684.408012 = -407526.114673
  nChanged 21
		SP:Iteration 12Q (8528.190000 sec): 3 clusters
  Score: Raw -410220.124447 + Penalty 2684.408012 = -407535.716434
  nChanged 21
		SP:Iteration 13Q (8528.200000 sec): 3 clusters
  Score: Raw -410227.161697 + Penalty 2684.408012 = -407542.753684
  nChanged 12
		SP:Iteration 14Q (8528.210000 sec): 3 clusters
  Score: Raw -410230.803941 + Penalty 2684.408012 = -407546.395929
  nChanged 10
		SP:Iteration 15Q (8528.220000 sec): 3 clusters
  Score: Raw -410233.910522 + Penalty 2684.408012 = -407549.502510
  nChanged 7
		SP:Iteration 16Q (8528.230000 sec): 3 clusters
  Score: Raw -410236.263208 + Penalty 2684.408012 = -407551.855196
  nChanged 5
		SP:Iteration 17Q (8528.240000 sec): 3 clusters
  Score: Raw -410237.571305 + Penalty 2684.408012 = -407553.163293
  nChanged 3
		SP:Iteration 18Q (8528.250000 sec): 3 clusters
  Score: Raw -410238.872823 + Penalty 2684.408012 = -407554.464811
  nChanged 6
		SP:Iteration 19Q (8528.260000 sec): 3 clusters
  Score: Raw -410241.270994 + Penalty 2684.408012 = -407556.862982
  nChanged 6
		SP:Iteration 20F (8528.270000 sec): 3 clusters
  Score: Raw -410242.847628 + Penalty 2684.408012 = -407558.439616
  nChanged 2
		SP:Iteration 21Q (8528.280000 sec): 3 clusters
  Score: Raw -410243.460226 + Penalty 2684.408012 = -407559.052214
  nChanged 1
		SP:Iteration 22Q (8528.290000 sec): 3 clusters
  Score: Raw -410243.624690 + Penalty 2684.408012 = -407559.216677
  nChanged 0
		SP:Iteration 23F (8528.300000 sec): 3 clusters
  Score: Raw -410243.624690 + Penalty 2684.408012 = -407559.216677
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8528.420000 sec): 2 clusters
  Score: Raw -4578627.054787 + Penalty 1717.216978 = -4576909.837809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8528.530000 sec): 3 clusters
  Score: Raw -4554220.157734 + Penalty 3434.433956 = -4550785.723778
  nChanged 18073
		SP:Iteration 1F (8528.630000 sec): 3 clusters
  Score: Raw -4564840.880356 + Penalty 3434.433956 = -4561406.446400
  nChanged 1906
		SP:Iteration 2Q (8528.740000 sec): 3 clusters
  Score: Raw -4565605.314026 + Penalty 3434.433956 = -4562170.880070
  nChanged 2116
		SP:Iteration 3F (8528.840000 sec): 3 clusters
  Score: Raw -4566605.472327 + Penalty 3434.433956 = -4563171.038371
  nChanged 2241
		SP:Iteration 4F (8528.950000 sec): 3 clusters
  Score: Raw -4567832.035337 + Penalty 3434.433956 = -4564397.601381
  nChanged 2451
		SP:Iteration 5F (8529.050000 sec): 3 clusters
  Score: Raw -4569295.760807 + Penalty 3434.433956 = -4565861.326851
  nChanged 2516
		SP:Iteration 6F (8529.150000 sec): 3 clusters
  Score: Raw -4570920.903776 + Penalty 3434.433956 = -4567486.469820
  nChanged 2372
		SP:Iteration 7F (8529.260000 sec): 3 clusters
  Score: Raw -4572547.118069 + Penalty 3434.433956 = -4569112.684113
  nChanged 2080
		SP:Iteration 8F (8529.360000 sec): 3 clusters
  Score: Raw -4574055.031110 + Penalty 3434.433956 = -4570620.597154
  nChanged 1721
		SP:Iteration 9Q (8529.470000 sec): 3 clusters
  Score: Raw -4575332.342331 + Penalty 3434.433956 = -4571897.908375
  nChanged 1424
		SP:Iteration 10Q (8529.570000 sec): 3 clusters
  Score: Raw -4576413.044661 + Penalty 3434.433956 = -4572978.610705
  nChanged 1066
		SP:Iteration 11Q (8529.670000 sec): 3 clusters
  Score: Raw -4577201.617177 + Penalty 3434.433956 = -4573767.183221
  nChanged 778
		SP:Iteration 12Q (8529.760000 sec): 3 clusters
  Score: Raw -4577759.036400 + Penalty 3434.433956 = -4574324.602444
  nChanged 561
		SP:Iteration 13Q (8529.850000 sec): 3 clusters
  Score: Raw -4578122.379052 + Penalty 3434.433956 = -4574687.945096
  nChanged 395
		SP:Iteration 14Q (8529.940000 sec): 3 clusters
  Score: Raw -4578378.865765 + Penalty 3434.433956 = -4574944.431809
  nChanged 272
		SP:Iteration 15Q (8530.020000 sec): 3 clusters
  Score: Raw -4578533.626533 + Penalty 3434.433956 = -4575099.192577
  nChanged 228
		SP:Iteration 16Q (8530.100000 sec): 3 clusters
  Score: Raw -4578652.005557 + Penalty 3434.433956 = -4575217.571601
  nChanged 146
		SP:Iteration 17Q (8530.190000 sec): 3 clusters
  Score: Raw -4578721.663686 + Penalty 3434.433956 = -4575287.229730
  nChanged 116
		SP:Iteration 18Q (8530.270000 sec): 3 clusters
  Score: Raw -4578774.077839 + Penalty 3434.433956 = -4575339.643883
  nChanged 86
		SP:Iteration 19Q (8530.340000 sec): 3 clusters
  Score: Raw -4578810.009129 + Penalty 3434.433956 = -4575375.575173
  nChanged 79
		SP:Iteration 20F (8530.450000 sec): 3 clusters
  Score: Raw -4578844.079469 + Penalty 3434.433956 = -4575409.645513
  nChanged 74
		SP:Iteration 21Q (8530.530000 sec): 3 clusters
  Score: Raw -4578877.104975 + Penalty 3434.433956 = -4575442.671019
  nChanged 63
		SP:Iteration 22Q (8530.600000 sec): 3 clusters
  Score: Raw -4578907.538092 + Penalty 3434.433956 = -4575473.104136
  nChanged 60
		SP:Iteration 23Q (8530.680000 sec): 3 clusters
  Score: Raw -4578934.877564 + Penalty 3434.433956 = -4575500.443608
  nChanged 53
		SP:Iteration 24Q (8530.760000 sec): 3 clusters
  Score: Raw -4578954.393010 + Penalty 3434.433956 = -4575519.959054
  nChanged 44
		SP:Iteration 25Q (8530.840000 sec): 3 clusters
  Score: Raw -4578970.304037 + Penalty 3434.433956 = -4575535.870081
  nChanged 32
		SP:Iteration 26Q (8530.910000 sec): 3 clusters
  Score: Raw -4578983.201786 + Penalty 3434.433956 = -4575548.767830
  nChanged 32
		SP:Iteration 27Q (8530.990000 sec): 3 clusters
  Score: Raw -4578998.618623 + Penalty 3434.433956 = -4575564.184667
  nChanged 33
		SP:Iteration 28Q (8531.070000 sec): 3 clusters
  Score: Raw -4579014.838928 + Penalty 3434.433956 = -4575580.404972
  nChanged 35
		SP:Iteration 29Q (8531.140000 sec): 3 clusters
  Score: Raw -4579038.532261 + Penalty 3434.433956 = -4575604.098305
  nChanged 28
		SP:Iteration 30Q (8531.220000 sec): 3 clusters
  Score: Raw -4579053.806207 + Penalty 3434.433956 = -4575619.372251
  nChanged 27
		SP:Iteration 31Q (8531.290000 sec): 3 clusters
  Score: Raw -4579070.079459 + Penalty 3434.433956 = -4575635.645503
  nChanged 27
		SP:Iteration 32Q (8531.370000 sec): 3 clusters
  Score: Raw -4579081.791898 + Penalty 3434.433956 = -4575647.357942
  nChanged 26
		SP:Iteration 33Q (8531.450000 sec): 3 clusters
  Score: Raw -4579093.274095 + Penalty 3434.433956 = -4575658.840139
  nChanged 19
		SP:Iteration 34Q (8531.520000 sec): 3 clusters
  Score: Raw -4579101.382995 + Penalty 3434.433956 = -4575666.949039
  nChanged 23
		SP:Iteration 35Q (8531.590000 sec): 3 clusters
  Score: Raw -4579113.079075 + Penalty 3434.433956 = -4575678.645119
  nChanged 21
		SP:Iteration 36Q (8531.670000 sec): 3 clusters
  Score: Raw -4579122.134024 + Penalty 3434.433956 = -4575687.700068
  nChanged 12
		SP:Iteration 37Q (8531.750000 sec): 3 clusters
  Score: Raw -4579128.137611 + Penalty 3434.433956 = -4575693.703655
  nChanged 10
		SP:Iteration 38Q (8531.820000 sec): 3 clusters
  Score: Raw -4579134.138792 + Penalty 3434.433956 = -4575699.704836
  nChanged 11
		SP:Iteration 39Q (8531.890000 sec): 3 clusters
  Score: Raw -4579140.549946 + Penalty 3434.433956 = -4575706.115990
  nChanged 7
		SP:Iteration 40F (8532.000000 sec): 3 clusters
  Score: Raw -4579142.502924 + Penalty 3434.433956 = -4575708.068968
  nChanged 4
		SP:Iteration 41Q (8532.070000 sec): 3 clusters
  Score: Raw -4579145.293615 + Penalty 3434.433956 = -4575710.859659
  nChanged 8
		SP:Iteration 42Q (8532.150000 sec): 3 clusters
  Score: Raw -4579149.774954 + Penalty 3434.433956 = -4575715.340998
  nChanged 6
		SP:Iteration 43Q (8532.220000 sec): 3 clusters
  Score: Raw -4579153.667522 + Penalty 3434.433956 = -4575719.233566
  nChanged 4
		SP:Iteration 44Q (8532.290000 sec): 3 clusters
  Score: Raw -4579156.027818 + Penalty 3434.433956 = -4575721.593862
  nChanged 5
		SP:Iteration 45Q (8532.370000 sec): 3 clusters
  Score: Raw -4579158.196277 + Penalty 3434.433956 = -4575723.762321
  nChanged 3
		SP:Iteration 46Q (8532.440000 sec): 3 clusters
  Score: Raw -4579159.759771 + Penalty 3434.433956 = -4575725.325815
  nChanged 0
		SP:Iteration 47F (8532.540000 sec): 3 clusters
  Score: Raw -4579159.759771 + Penalty 3434.433956 = -4575725.325815
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (15187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8532.600000 sec): 2 clusters
  Score: Raw -1644091.015766 + Penalty 1564.581700 = -1642526.434066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8532.640000 sec): 3 clusters
  Score: Raw -1635107.708179 + Penalty 3129.163400 = -1631978.544779
  nChanged 6765
		SP:Iteration 1F (8532.680000 sec): 3 clusters
  Score: Raw -1638928.113911 + Penalty 3129.163400 = -1635798.950511
  nChanged 1014
		SP:Iteration 2F (8532.720000 sec): 3 clusters
  Score: Raw -1639493.926345 + Penalty 3129.163400 = -1636364.762945
  nChanged 977
		SP:Iteration 3F (8532.760000 sec): 3 clusters
  Score: Raw -1640070.365597 + Penalty 3129.163400 = -1636941.202197
  nChanged 869
		SP:Iteration 4F (8532.800000 sec): 3 clusters
  Score: Raw -1640541.330588 + Penalty 3129.163400 = -1637412.167187
  nChanged 819
		SP:Iteration 5F (8532.840000 sec): 3 clusters
  Score: Raw -1640964.771668 + Penalty 3129.163400 = -1637835.608268
  nChanged 765
		SP:Iteration 6F (8532.880000 sec): 3 clusters
  Score: Raw -1641359.013683 + Penalty 3129.163400 = -1638229.850282
  nChanged 692
		SP:Iteration 7Q (8532.920000 sec): 3 clusters
  Score: Raw -1641707.863125 + Penalty 3129.163400 = -1638578.699724
  nChanged 620
		SP:Iteration 8Q (8532.960000 sec): 3 clusters
  Score: Raw -1642022.418619 + Penalty 3129.163400 = -1638893.255219
  nChanged 565
		SP:Iteration 9Q (8533.000000 sec): 3 clusters
  Score: Raw -1642338.339300 + Penalty 3129.163400 = -1639209.175900
  nChanged 533
		SP:Iteration 10Q (8533.040000 sec): 3 clusters
  Score: Raw -1642607.062313 + Penalty 3129.163400 = -1639477.898913
  nChanged 493
		SP:Iteration 11Q (8533.080000 sec): 3 clusters
  Score: Raw -1642835.280449 + Penalty 3129.163400 = -1639706.117049
  nChanged 412
		SP:Iteration 12Q (8533.120000 sec): 3 clusters
  Score: Raw -1643024.215906 + Penalty 3129.163400 = -1639895.052505
  nChanged 356
		SP:Iteration 13Q (8533.160000 sec): 3 clusters
  Score: Raw -1643154.245688 + Penalty 3129.163400 = -1640025.082288
  nChanged 291
		SP:Iteration 14Q (8533.200000 sec): 3 clusters
  Score: Raw -1643250.773622 + Penalty 3129.163400 = -1640121.610221
  nChanged 236
		SP:Iteration 15Q (8533.240000 sec): 3 clusters
  Score: Raw -1643314.164130 + Penalty 3129.163400 = -1640185.000730
  nChanged 185
		SP:Iteration 16Q (8533.270000 sec): 3 clusters
  Score: Raw -1643363.120242 + Penalty 3129.163400 = -1640233.956842
  nChanged 169
		SP:Iteration 17Q (8533.310000 sec): 3 clusters
  Score: Raw -1643406.713028 + Penalty 3129.163400 = -1640277.549628
  nChanged 147
		SP:Iteration 18Q (8533.350000 sec): 3 clusters
  Score: Raw -1643439.816440 + Penalty 3129.163400 = -1640310.653040
  nChanged 150
		SP:Iteration 19Q (8533.390000 sec): 3 clusters
  Score: Raw -1643475.360607 + Penalty 3129.163400 = -1640346.197207
  nChanged 150
		SP:Iteration 20F (8533.430000 sec): 3 clusters
  Score: Raw -1643511.657693 + Penalty 3129.163400 = -1640382.494293
  nChanged 144
		SP:Iteration 21Q (8533.470000 sec): 3 clusters
  Score: Raw -1643546.143199 + Penalty 3129.163400 = -1640416.979799
  nChanged 146
		SP:Iteration 22Q (8533.510000 sec): 3 clusters
  Score: Raw -1643586.821944 + Penalty 3129.163400 = -1640457.658544
  nChanged 163
		SP:Iteration 23Q (8533.540000 sec): 3 clusters
  Score: Raw -1643631.159929 + Penalty 3129.163400 = -1640501.996529
  nChanged 157
		SP:Iteration 24Q (8533.580000 sec): 3 clusters
  Score: Raw -1643673.026996 + Penalty 3129.163400 = -1640543.863596
  nChanged 165
		SP:Iteration 25Q (8533.620000 sec): 3 clusters
  Score: Raw -1643721.115706 + Penalty 3129.163400 = -1640591.952306
  nChanged 169
		SP:Iteration 26Q (8533.650000 sec): 3 clusters
  Score: Raw -1643774.010248 + Penalty 3129.163400 = -1640644.846847
  nChanged 157
		SP:Iteration 27Q (8533.690000 sec): 3 clusters
  Score: Raw -1643820.389127 + Penalty 3129.163400 = -1640691.225726
  nChanged 172
		SP:Iteration 28Q (8533.730000 sec): 3 clusters
  Score: Raw -1643873.844646 + Penalty 3129.163400 = -1640744.681246
  nChanged 188
		SP:Iteration 29Q (8533.770000 sec): 3 clusters
  Score: Raw -1643937.048477 + Penalty 3129.163400 = -1640807.885076
  nChanged 198
		SP:Iteration 30Q (8533.810000 sec): 3 clusters
  Score: Raw -1644009.432084 + Penalty 3129.163400 = -1640880.268684
  nChanged 210
		SP:Iteration 31Q (8533.840000 sec): 3 clusters
  Score: Raw -1644087.931276 + Penalty 3129.163400 = -1640958.767875
  nChanged 191
		SP:Iteration 32Q (8533.880000 sec): 3 clusters
  Score: Raw -1644150.213109 + Penalty 3129.163400 = -1641021.049709
  nChanged 157
		SP:Iteration 33Q (8533.910000 sec): 3 clusters
  Score: Raw -1644201.714081 + Penalty 3129.163400 = -1641072.550681
  nChanged 155
		SP:Iteration 34Q (8533.950000 sec): 3 clusters
  Score: Raw -1644258.479549 + Penalty 3129.163400 = -1641129.316148
  nChanged 163
		SP:Iteration 35Q (8533.990000 sec): 3 clusters
  Score: Raw -1644318.694108 + Penalty 3129.163400 = -1641189.530708
  nChanged 161
		SP:Iteration 36Q (8534.020000 sec): 3 clusters
  Score: Raw -1644372.187067 + Penalty 3129.163400 = -1641243.023667
  nChanged 136
		SP:Iteration 37Q (8534.050000 sec): 3 clusters
  Score: Raw -1644418.080637 + Penalty 3129.163400 = -1641288.917237
  nChanged 128
		SP:Iteration 38Q (8534.090000 sec): 3 clusters
  Score: Raw -1644460.603780 + Penalty 3129.163400 = -1641331.440380
  nChanged 130
		SP:Iteration 39Q (8534.130000 sec): 3 clusters
  Score: Raw -1644504.898693 + Penalty 3129.163400 = -1641375.735293
  nChanged 135
		SP:Iteration 40F (8534.170000 sec): 3 clusters
  Score: Raw -1644554.952437 + Penalty 3129.163400 = -1641425.789037
  nChanged 125
		SP:Iteration 41Q (8534.200000 sec): 3 clusters
  Score: Raw -1644596.359127 + Penalty 3129.163400 = -1641467.195726
  nChanged 116
		SP:Iteration 42Q (8534.230000 sec): 3 clusters
  Score: Raw -1644632.872580 + Penalty 3129.163400 = -1641503.709180
  nChanged 99
		SP:Iteration 43Q (8534.270000 sec): 3 clusters
  Score: Raw -1644670.825183 + Penalty 3129.163400 = -1641541.661782
  nChanged 113
		SP:Iteration 44Q (8534.310000 sec): 3 clusters
  Score: Raw -1644716.368354 + Penalty 3129.163400 = -1641587.204954
  nChanged 96
		SP:Iteration 45Q (8534.340000 sec): 3 clusters
  Score: Raw -1644747.875238 + Penalty 3129.163400 = -1641618.711838
  nChanged 91
		SP:Iteration 46Q (8534.370000 sec): 3 clusters
  Score: Raw -1644779.985355 + Penalty 3129.163400 = -1641650.821955
  nChanged 79
		SP:Iteration 47Q (8534.410000 sec): 3 clusters
  Score: Raw -1644810.602018 + Penalty 3129.163400 = -1641681.438618
  nChanged 70
		SP:Iteration 48Q (8534.440000 sec): 3 clusters
  Score: Raw -1644837.879273 + Penalty 3129.163400 = -1641708.715873
  nChanged 72
		SP:Iteration 49Q (8534.470000 sec): 3 clusters
  Score: Raw -1644869.777819 + Penalty 3129.163400 = -1641740.614419
  nChanged 63
		SP:Iteration 50Q (8534.500000 sec): 3 clusters
  Score: Raw -1644894.505949 + Penalty 3129.163400 = -1641765.342549
  nChanged 53
		SP:Iteration 51Q (8534.530000 sec): 3 clusters
  Score: Raw -1644911.369463 + Penalty 3129.163400 = -1641782.206063
  nChanged 40
		SP:Iteration 52Q (8534.570000 sec): 3 clusters
  Score: Raw -1644921.298954 + Penalty 3129.163400 = -1641792.135554
  nChanged 31
		SP:Iteration 53Q (8534.600000 sec): 3 clusters
  Score: Raw -1644928.575997 + Penalty 3129.163400 = -1641799.412597
  nChanged 22
		SP:Iteration 54Q (8534.630000 sec): 3 clusters
  Score: Raw -1644934.745652 + Penalty 3129.163400 = -1641805.582251
  nChanged 32
		SP:Iteration 55Q (8534.670000 sec): 3 clusters
  Score: Raw -1644943.764684 + Penalty 3129.163400 = -1641814.601284
  nChanged 23
		SP:Iteration 56Q (8534.700000 sec): 3 clusters
  Score: Raw -1644950.054784 + Penalty 3129.163400 = -1641820.891383
  nChanged 19
		SP:Iteration 57Q (8534.730000 sec): 3 clusters
  Score: Raw -1644955.078829 + Penalty 3129.163400 = -1641825.915429
  nChanged 22
		SP:Iteration 58Q (8534.760000 sec): 3 clusters
  Score: Raw -1644960.887010 + Penalty 3129.163400 = -1641831.723609
  nChanged 19
		SP:Iteration 59Q (8534.790000 sec): 3 clusters
  Score: Raw -1644966.922480 + Penalty 3129.163400 = -1641837.759080
  nChanged 17
		SP:Iteration 60F (8534.830000 sec): 3 clusters
  Score: Raw -1644972.442370 + Penalty 3129.163400 = -1641843.278969
  nChanged 14
		SP:Iteration 61Q (8534.870000 sec): 3 clusters
  Score: Raw -1644977.853138 + Penalty 3129.163400 = -1641848.689738
  nChanged 12
		SP:Iteration 62Q (8534.900000 sec): 3 clusters
  Score: Raw -1644982.195582 + Penalty 3129.163400 = -1641853.032182
  nChanged 14
		SP:Iteration 63Q (8534.930000 sec): 3 clusters
  Score: Raw -1644986.002173 + Penalty 3129.163400 = -1641856.838772
  nChanged 15
		SP:Iteration 64Q (8534.960000 sec): 3 clusters
  Score: Raw -1644989.256899 + Penalty 3129.163400 = -1641860.093498
  nChanged 13
		SP:Iteration 65Q (8534.990000 sec): 3 clusters
  Score: Raw -1644992.865632 + Penalty 3129.163400 = -1641863.702231
  nChanged 10
		SP:Iteration 66Q (8535.030000 sec): 3 clusters
  Score: Raw -1644995.947063 + Penalty 3129.163400 = -1641866.783662
  nChanged 14
		SP:Iteration 67Q (8535.060000 sec): 3 clusters
  Score: Raw -1645001.317765 + Penalty 3129.163400 = -1641872.154365
  nChanged 6
		SP:Iteration 68Q (8535.090000 sec): 3 clusters
  Score: Raw -1645003.961962 + Penalty 3129.163400 = -1641874.798562
  nChanged 11
		SP:Iteration 69Q (8535.120000 sec): 3 clusters
  Score: Raw -1645007.897021 + Penalty 3129.163400 = -1641878.733621
  nChanged 21
		SP:Iteration 70Q (8535.150000 sec): 3 clusters
  Score: Raw -1645013.324071 + Penalty 3129.163400 = -1641884.160671
  nChanged 17
		SP:Iteration 71Q (8535.180000 sec): 3 clusters
  Score: Raw -1645017.973031 + Penalty 3129.163400 = -1641888.809631
  nChanged 13
		SP:Iteration 72Q (8535.210000 sec): 3 clusters
  Score: Raw -1645021.637254 + Penalty 3129.163400 = -1641892.473853
  nChanged 9
		SP:Iteration 73Q (8535.250000 sec): 3 clusters
  Score: Raw -1645023.501904 + Penalty 3129.163400 = -1641894.338504
  nChanged 6
		SP:Iteration 74Q (8535.280000 sec): 3 clusters
  Score: Raw -1645024.978605 + Penalty 3129.163400 = -1641895.815205
  nChanged 8
		SP:Iteration 75Q (8535.310000 sec): 3 clusters
  Score: Raw -1645026.833200 + Penalty 3129.163400 = -1641897.669800
  nChanged 10
		SP:Iteration 76Q (8535.340000 sec): 3 clusters
  Score: Raw -1645030.649394 + Penalty 3129.163400 = -1641901.485994
  nChanged 13
		SP:Iteration 77Q (8535.370000 sec): 3 clusters
  Score: Raw -1645037.544262 + Penalty 3129.163400 = -1641908.380861
  nChanged 18
		SP:Iteration 78Q (8535.400000 sec): 3 clusters
  Score: Raw -1645042.728339 + Penalty 3129.163400 = -1641913.564938
  nChanged 9
		SP:Iteration 79Q (8535.430000 sec): 3 clusters
  Score: Raw -1645045.640930 + Penalty 3129.163400 = -1641916.477530
  nChanged 8
		SP:Iteration 80F (8535.470000 sec): 3 clusters
  Score: Raw -1645048.291041 + Penalty 3129.163400 = -1641919.127641
  nChanged 14
		SP:Iteration 81Q (8535.510000 sec): 3 clusters
  Score: Raw -1645053.463091 + Penalty 3129.163400 = -1641924.299691
  nChanged 12
		SP:Iteration 82Q (8535.540000 sec): 3 clusters
  Score: Raw -1645056.205510 + Penalty 3129.163400 = -1641927.042110
  nChanged 8
		SP:Iteration 83Q (8535.570000 sec): 3 clusters
  Score: Raw -1645059.083861 + Penalty 3129.163400 = -1641929.920461
  nChanged 11
		SP:Iteration 84Q (8535.600000 sec): 3 clusters
  Score: Raw -1645062.922064 + Penalty 3129.163400 = -1641933.758664
  nChanged 10
		SP:Iteration 85Q (8535.630000 sec): 3 clusters
  Score: Raw -1645065.800230 + Penalty 3129.163400 = -1641936.636830
  nChanged 17
		SP:Iteration 86Q (8535.660000 sec): 3 clusters
  Score: Raw -1645071.585690 + Penalty 3129.163400 = -1641942.422290
  nChanged 16
		SP:Iteration 87Q (8535.690000 sec): 3 clusters
  Score: Raw -1645076.207589 + Penalty 3129.163400 = -1641947.044189
  nChanged 7
		SP:Iteration 88Q (8535.730000 sec): 3 clusters
  Score: Raw -1645078.754897 + Penalty 3129.163400 = -1641949.591497
  nChanged 10
		SP:Iteration 89Q (8535.760000 sec): 3 clusters
  Score: Raw -1645081.268319 + Penalty 3129.163400 = -1641952.104919
  nChanged 4
		SP:Iteration 90Q (8535.790000 sec): 3 clusters
  Score: Raw -1645082.316232 + Penalty 3129.163400 = -1641953.152832
  nChanged 3
		SP:Iteration 91Q (8535.820000 sec): 3 clusters
  Score: Raw -1645082.856992 + Penalty 3129.163400 = -1641953.693592
  nChanged 2
		SP:Iteration 92Q (8535.850000 sec): 3 clusters
  Score: Raw -1645083.079578 + Penalty 3129.163400 = -1641953.916178
  nChanged 0
		SP:Iteration 93F (8535.890000 sec): 3 clusters
  Score: Raw -1645083.079578 + Penalty 3129.163400 = -1641953.916178
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8535.900000 sec): 2 clusters
  Score: Raw -65030.618725 + Penalty 1031.735086 = -63998.883639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8535.910000 sec): 3 clusters
  Score: Raw -64948.046588 + Penalty 2063.470172 = -62884.576416
  nChanged 134
		SP:Iteration 1F (8535.910000 sec): 3 clusters
  Score: Raw -65182.174188 + Penalty 2063.470172 = -63118.704016
  nChanged 28
		SP:Iteration 2Q (8535.910000 sec): 3 clusters
  Score: Raw -65224.985460 + Penalty 2063.470172 = -63161.515288
  nChanged 17
		SP:Iteration 3Q (8535.910000 sec): 3 clusters
  Score: Raw -65257.889890 + Penalty 2063.470172 = -63194.419718
  nChanged 12
		SP:Iteration 4Q (8535.910000 sec): 3 clusters
  Score: Raw -65290.052637 + Penalty 2063.470172 = -63226.582464
  nChanged 13
		SP:Iteration 5Q (8535.910000 sec): 3 clusters
  Score: Raw -65315.732892 + Penalty 2063.470172 = -63252.262720
  nChanged 5
		SP:Iteration 6Q (8535.910000 sec): 3 clusters
  Score: Raw -65328.391446 + Penalty 2063.470172 = -63264.921274
  nChanged 5
		SP:Iteration 7Q (8535.910000 sec): 3 clusters
  Score: Raw -65345.028450 + Penalty 2063.470172 = -63281.558278
  nChanged 10
		SP:Iteration 8Q (8535.920000 sec): 3 clusters
  Score: Raw -65364.578345 + Penalty 2063.470172 = -63301.108173
  nChanged 5
		SP:Iteration 9Q (8535.920000 sec): 3 clusters
  Score: Raw -65372.068478 + Penalty 2063.470172 = -63308.598306
  nChanged 6
		SP:Iteration 10Q (8535.920000 sec): 3 clusters
  Score: Raw -65382.280228 + Penalty 2063.470172 = -63318.810056
  nChanged 3
		SP:Iteration 11Q (8535.920000 sec): 3 clusters
  Score: Raw -65388.245735 + Penalty 2063.470172 = -63324.775563
  nChanged 2
		SP:Iteration 12Q (8535.920000 sec): 3 clusters
  Score: Raw -65390.911644 + Penalty 2063.470172 = -63327.441472
  nChanged 0
		SP:Iteration 13F (8535.920000 sec): 3 clusters
  Score: Raw -65390.911644 + Penalty 2063.470172 = -63327.441472
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (320897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8536.910000 sec): 2 clusters
  Score: Raw -37200674.057027 + Penalty 2060.317265 = -37198613.739762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8537.810000 sec): 3 clusters
  Score: Raw -36985405.363883 + Penalty 4120.634530 = -36981284.729353
  nChanged 157061
		SP:Iteration 1F (8538.690000 sec): 3 clusters
  Score: Raw -37080020.614168 + Penalty 4120.634530 = -37075899.979638
  nChanged 9015
		SP:Iteration 2Q (8539.590000 sec): 3 clusters
  Score: Raw -37082087.720804 + Penalty 4120.634530 = -37077967.086274
  nChanged 10225
		SP:Iteration 3Q (8540.490000 sec): 3 clusters
  Score: Raw -37085074.338837 + Penalty 4120.634530 = -37080953.704307
  nChanged 12293
		SP:Iteration 4Q (8541.390000 sec): 3 clusters
  Score: Raw -37089761.230061 + Penalty 4120.634530 = -37085640.595531
  nChanged 15010
		SP:Iteration 5Q (8542.300000 sec): 3 clusters
  Score: Raw -37097448.169295 + Penalty 4120.634530 = -37093327.534764
  nChanged 18339
		SP:Iteration 6F (8543.190000 sec): 3 clusters
  Score: Raw -37109966.077543 + Penalty 4120.634530 = -37105845.443012
  nChanged 21147
		SP:Iteration 7F (8544.070000 sec): 3 clusters
  Score: Raw -37126771.661534 + Penalty 4120.634530 = -37122651.027003
  nChanged 20502
		SP:Iteration 8F (8545.010000 sec): 3 clusters
  Score: Raw -37142645.056873 + Penalty 4120.634530 = -37138524.422343
  nChanged 16789
		SP:Iteration 9F (8545.870000 sec): 3 clusters
  Score: Raw -37152856.505531 + Penalty 4120.634530 = -37148735.871000
  nChanged 11747
		SP:Iteration 10Q (8546.710000 sec): 3 clusters
  Score: Raw -37158148.970155 + Penalty 4120.634530 = -37154028.335624
  nChanged 8324
		SP:Iteration 11Q (8547.520000 sec): 3 clusters
  Score: Raw -37161416.289485 + Penalty 4120.634530 = -37157295.654955
  nChanged 6784
		SP:Iteration 12Q (8548.320000 sec): 3 clusters
  Score: Raw -37164118.761777 + Penalty 4120.634530 = -37159998.127247
  nChanged 6588
		SP:Iteration 13Q (8549.110000 sec): 3 clusters
  Score: Raw -37166870.840031 + Penalty 4120.634530 = -37162750.205501
  nChanged 6569
		SP:Iteration 14Q (8549.890000 sec): 3 clusters
  Score: Raw -37169726.968421 + Penalty 4120.634530 = -37165606.333891
  nChanged 6516
		SP:Iteration 15Q (8550.660000 sec): 3 clusters
  Score: Raw -37172691.858101 + Penalty 4120.634530 = -37168571.223570
  nChanged 6397
		SP:Iteration 16Q (8551.410000 sec): 3 clusters
  Score: Raw -37175803.444596 + Penalty 4120.634530 = -37171682.810066
  nChanged 6220
		SP:Iteration 17Q (8552.160000 sec): 3 clusters
  Score: Raw -37179049.592867 + Penalty 4120.634530 = -37174928.958336
  nChanged 6029
		SP:Iteration 18Q (8552.890000 sec): 3 clusters
  Score: Raw -37182417.206783 + Penalty 4120.634530 = -37178296.572252
  nChanged 5567
		SP:Iteration 19Q (8553.600000 sec): 3 clusters
  Score: Raw -37185673.952192 + Penalty 4120.634530 = -37181553.317661
  nChanged 5055
		SP:Iteration 20F (8554.450000 sec): 3 clusters
  Score: Raw -37188739.541159 + Penalty 4120.634530 = -37184618.906629
  nChanged 4426
		SP:Iteration 21Q (8555.130000 sec): 3 clusters
  Score: Raw -37191526.631298 + Penalty 4120.634530 = -37187405.996767
  nChanged 3663
		SP:Iteration 22Q (8555.800000 sec): 3 clusters
  Score: Raw -37193876.352246 + Penalty 4120.634530 = -37189755.717715
  nChanged 2986
		SP:Iteration 23Q (8556.450000 sec): 3 clusters
  Score: Raw -37195795.564734 + Penalty 4120.634530 = -37191674.930203
  nChanged 2327
		SP:Iteration 24Q (8557.080000 sec): 3 clusters
  Score: Raw -37197291.691192 + Penalty 4120.634530 = -37193171.056662
  nChanged 1820
		SP:Iteration 25Q (8557.700000 sec): 3 clusters
  Score: Raw -37198429.854370 + Penalty 4120.634530 = -37194309.219840
  nChanged 1287
		SP:Iteration 26Q (8558.320000 sec): 3 clusters
  Score: Raw -37199217.708503 + Penalty 4120.634530 = -37195097.073973
  nChanged 946
		SP:Iteration 27Q (8558.940000 sec): 3 clusters
  Score: Raw -37199770.058511 + Penalty 4120.634530 = -37195649.423980
  nChanged 688
		SP:Iteration 28Q (8559.550000 sec): 3 clusters
  Score: Raw -37200176.764186 + Penalty 4120.634530 = -37196056.129656
  nChanged 480
		SP:Iteration 29Q (8560.160000 sec): 3 clusters
  Score: Raw -37200426.027525 + Penalty 4120.634530 = -37196305.392995
  nChanged 328
		SP:Iteration 30Q (8560.760000 sec): 3 clusters
  Score: Raw -37200585.288116 + Penalty 4120.634530 = -37196464.653585
  nChanged 231
		SP:Iteration 31Q (8561.370000 sec): 3 clusters
  Score: Raw -37200690.857129 + Penalty 4120.634530 = -37196570.222599
  nChanged 192
		SP:Iteration 32Q (8561.960000 sec): 3 clusters
  Score: Raw -37200781.358311 + Penalty 4120.634530 = -37196660.723781
  nChanged 154
		SP:Iteration 33Q (8562.560000 sec): 3 clusters
  Score: Raw -37200850.796816 + Penalty 4120.634530 = -37196730.162286
  nChanged 130
		SP:Iteration 34Q (8563.160000 sec): 3 clusters
  Score: Raw -37200900.073697 + Penalty 4120.634530 = -37196779.439166
  nChanged 108
		SP:Iteration 35Q (8563.750000 sec): 3 clusters
  Score: Raw -37200939.972621 + Penalty 4120.634530 = -37196819.338091
  nChanged 85
		SP:Iteration 36Q (8564.350000 sec): 3 clusters
  Score: Raw -37200970.016043 + Penalty 4120.634530 = -37196849.381513
  nChanged 67
		SP:Iteration 37Q (8564.950000 sec): 3 clusters
  Score: Raw -37200995.425616 + Penalty 4120.634530 = -37196874.791085
  nChanged 66
		SP:Iteration 38Q (8565.540000 sec): 3 clusters
  Score: Raw -37201020.211471 + Penalty 4120.634530 = -37196899.576940
  nChanged 58
		SP:Iteration 39Q (8566.140000 sec): 3 clusters
  Score: Raw -37201048.680967 + Penalty 4120.634530 = -37196928.046437
  nChanged 53
		SP:Iteration 40F (8566.980000 sec): 3 clusters
  Score: Raw -37201068.156973 + Penalty 4120.634530 = -37196947.522442
  nChanged 45
		SP:Iteration 41Q (8567.580000 sec): 3 clusters
  Score: Raw -37201084.178864 + Penalty 4120.634530 = -37196963.544334
  nChanged 37
		SP:Iteration 42Q (8568.180000 sec): 3 clusters
  Score: Raw -37201096.088316 + Penalty 4120.634530 = -37196975.453786
  nChanged 34
		SP:Iteration 43Q (8568.790000 sec): 3 clusters
  Score: Raw -37201105.831649 + Penalty 4120.634530 = -37196985.197118
  nChanged 27
		SP:Iteration 44Q (8569.380000 sec): 3 clusters
  Score: Raw -37201114.086401 + Penalty 4120.634530 = -37196993.451871
  nChanged 22
		SP:Iteration 45Q (8569.970000 sec): 3 clusters
  Score: Raw -37201120.620722 + Penalty 4120.634530 = -37196999.986192
  nChanged 11
		SP:Iteration 46Q (8570.680000 sec): 3 clusters
  Score: Raw -37201124.129146 + Penalty 4120.634530 = -37197003.494616
  nChanged 11
		SP:Iteration 47Q (8571.280000 sec): 3 clusters
  Score: Raw -37201127.251577 + Penalty 4120.634530 = -37197006.617046
  nChanged 9
		SP:Iteration 48Q (8571.870000 sec): 3 clusters
  Score: Raw -37201129.482959 + Penalty 4120.634530 = -37197008.848428
  nChanged 4
		SP:Iteration 49Q (8572.460000 sec): 3 clusters
  Score: Raw -37201130.408581 + Penalty 4120.634530 = -37197009.774050
  nChanged 7
		SP:Iteration 50Q (8573.050000 sec): 3 clusters
  Score: Raw -37201132.169036 + Penalty 4120.634530 = -37197011.534506
  nChanged 11
		SP:Iteration 51Q (8573.650000 sec): 3 clusters
  Score: Raw -37201134.801234 + Penalty 4120.634530 = -37197014.166703
  nChanged 9
		SP:Iteration 52Q (8574.250000 sec): 3 clusters
  Score: Raw -37201137.429908 + Penalty 4120.634530 = -37197016.795378
  nChanged 5
		SP:Iteration 53Q (8574.840000 sec): 3 clusters
  Score: Raw -37201138.484995 + Penalty 4120.634530 = -37197017.850465
  nChanged 4
		SP:Iteration 54Q (8575.430000 sec): 3 clusters
  Score: Raw -37201139.243804 + Penalty 4120.634530 = -37197018.609274
  nChanged 4
		SP:Iteration 55Q (8576.020000 sec): 3 clusters
  Score: Raw -37201140.099103 + Penalty 4120.634530 = -37197019.464573
  nChanged 8
		SP:Iteration 56Q (8576.620000 sec): 3 clusters
  Score: Raw -37201142.281499 + Penalty 4120.634530 = -37197021.646969
  nChanged 6
		SP:Iteration 57Q (8577.220000 sec): 3 clusters
  Score: Raw -37201143.807491 + Penalty 4120.634530 = -37197023.172961
  nChanged 4
		SP:Iteration 58Q (8577.820000 sec): 3 clusters
  Score: Raw -37201145.147548 + Penalty 4120.634530 = -37197024.513017
  nChanged 5
		SP:Iteration 59Q (8578.410000 sec): 3 clusters
  Score: Raw -37201146.976194 + Penalty 4120.634530 = -37197026.341664
  nChanged 3
		SP:Iteration 60F (8579.270000 sec): 3 clusters
  Score: Raw -37201148.442414 + Penalty 4120.634530 = -37197027.807883
  nChanged 7
		SP:Iteration 61Q (8579.870000 sec): 3 clusters
  Score: Raw -37201150.956766 + Penalty 4120.634530 = -37197030.322236
  nChanged 8
		SP:Iteration 62Q (8580.460000 sec): 3 clusters
  Score: Raw -37201153.220290 + Penalty 4120.634530 = -37197032.585759
  nChanged 10
		SP:Iteration 63Q (8581.090000 sec): 3 clusters
  Score: Raw -37201155.565439 + Penalty 4120.634530 = -37197034.930909
  nChanged 5
		SP:Iteration 64Q (8581.690000 sec): 3 clusters
  Score: Raw -37201157.391822 + Penalty 4120.634530 = -37197036.757291
  nChanged 6
		SP:Iteration 65Q (8582.290000 sec): 3 clusters
  Score: Raw -37201159.040850 + Penalty 4120.634530 = -37197038.406319
  nChanged 9
		SP:Iteration 66Q (8582.890000 sec): 3 clusters
  Score: Raw -37201161.022495 + Penalty 4120.634530 = -37197040.387965
  nChanged 4
		SP:Iteration 67Q (8583.530000 sec): 3 clusters
  Score: Raw -37201162.180935 + Penalty 4120.634530 = -37197041.546405
  nChanged 6
		SP:Iteration 68Q (8584.140000 sec): 3 clusters
  Score: Raw -37201163.806478 + Penalty 4120.634530 = -37197043.171948
  nChanged 2
		SP:Iteration 69Q (8584.750000 sec): 3 clusters
  Score: Raw -37201164.520200 + Penalty 4120.634530 = -37197043.885670
  nChanged 3
		SP:Iteration 70Q (8585.350000 sec): 3 clusters
  Score: Raw -37201165.011853 + Penalty 4120.634530 = -37197044.377322
  nChanged 3
		SP:Iteration 71Q (8585.950000 sec): 3 clusters
  Score: Raw -37201166.691783 + Penalty 4120.634530 = -37197046.057253
  nChanged 4
		SP:Iteration 72Q (8586.540000 sec): 3 clusters
  Score: Raw -37201167.401933 + Penalty 4120.634530 = -37197046.767403
  nChanged 2
		SP:Iteration 73Q (8587.130000 sec): 3 clusters
  Score: Raw -37201167.848005 + Penalty 4120.634530 = -37197047.213474
  nChanged 0
		SP:Iteration 74F (8587.970000 sec): 3 clusters
  Score: Raw -37201167.848005 + Penalty 4120.634530 = -37197047.213474
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8588.140000 sec): 2 clusters
  Score: Raw -490286.211704 + Penalty 1358.321350 = -488927.890355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8588.150000 sec): 3 clusters
  Score: Raw -488165.806636 + Penalty 2716.642699 = -485449.163937
  nChanged 1634
		SP:Iteration 1F (8588.160000 sec): 3 clusters
  Score: Raw -488998.430795 + Penalty 2716.642699 = -486281.788096
  nChanged 315
		SP:Iteration 2F (8588.170000 sec): 3 clusters
  Score: Raw -489157.363948 + Penalty 2716.642699 = -486440.721249
  nChanged 214
		SP:Iteration 3F (8588.180000 sec): 3 clusters
  Score: Raw -489263.627617 + Penalty 2716.642699 = -486546.984918
  nChanged 183
		SP:Iteration 4Q (8588.190000 sec): 3 clusters
  Score: Raw -489344.810820 + Penalty 2716.642699 = -486628.168121
  nChanged 142
		SP:Iteration 5Q (8588.200000 sec): 3 clusters
  Score: Raw -489407.676146 + Penalty 2716.642699 = -486691.033447
  nChanged 127
		SP:Iteration 6Q (8588.210000 sec): 3 clusters
  Score: Raw -489474.073226 + Penalty 2716.642699 = -486757.430527
  nChanged 139
		SP:Iteration 7Q (8588.220000 sec): 3 clusters
  Score: Raw -489546.865291 + Penalty 2716.642699 = -486830.222592
  nChanged 124
		SP:Iteration 8Q (8588.230000 sec): 3 clusters
  Score: Raw -489620.511357 + Penalty 2716.642699 = -486903.868658
  nChanged 115
		SP:Iteration 9Q (8588.240000 sec): 3 clusters
  Score: Raw -489694.968863 + Penalty 2716.642699 = -486978.326164
  nChanged 120
		SP:Iteration 10Q (8588.250000 sec): 3 clusters
  Score: Raw -489767.155019 + Penalty 2716.642699 = -487050.512320
  nChanged 115
		SP:Iteration 11Q (8588.260000 sec): 3 clusters
  Score: Raw -489835.187237 + Penalty 2716.642699 = -487118.544538
  nChanged 107
		SP:Iteration 12Q (8588.280000 sec): 3 clusters
  Score: Raw -489907.355567 + Penalty 2716.642699 = -487190.712868
  nChanged 114
		SP:Iteration 13Q (8588.280000 sec): 3 clusters
  Score: Raw -489987.024829 + Penalty 2716.642699 = -487270.382130
  nChanged 99
		SP:Iteration 14Q (8588.300000 sec): 3 clusters
  Score: Raw -490059.713434 + Penalty 2716.642699 = -487343.070735
  nChanged 98
		SP:Iteration 15Q (8588.300000 sec): 3 clusters
  Score: Raw -490131.438836 + Penalty 2716.642699 = -487414.796137
  nChanged 83
		SP:Iteration 16Q (8588.320000 sec): 3 clusters
  Score: Raw -490195.884246 + Penalty 2716.642699 = -487479.241547
  nChanged 66
		SP:Iteration 17Q (8588.320000 sec): 3 clusters
  Score: Raw -490243.291508 + Penalty 2716.642699 = -487526.648809
  nChanged 54
		SP:Iteration 18Q (8588.330000 sec): 3 clusters
  Score: Raw -490285.560549 + Penalty 2716.642699 = -487568.917850
  nChanged 52
		SP:Iteration 19Q (8588.340000 sec): 3 clusters
  Score: Raw -490327.355795 + Penalty 2716.642699 = -487610.713096
  nChanged 32
		SP:Iteration 20F (8588.350000 sec): 3 clusters
  Score: Raw -490355.559612 + Penalty 2716.642699 = -487638.916913
  nChanged 30
		SP:Iteration 21Q (8588.360000 sec): 3 clusters
  Score: Raw -490391.846853 + Penalty 2716.642699 = -487675.204154
  nChanged 24
		SP:Iteration 22Q (8588.370000 sec): 3 clusters
  Score: Raw -490419.769595 + Penalty 2716.642699 = -487703.126896
  nChanged 16
		SP:Iteration 23Q (8588.380000 sec): 3 clusters
  Score: Raw -490432.164351 + Penalty 2716.642699 = -487715.521652
  nChanged 9
		SP:Iteration 24Q (8588.390000 sec): 3 clusters
  Score: Raw -490439.723236 + Penalty 2716.642699 = -487723.080536
  nChanged 7
		SP:Iteration 25Q (8588.400000 sec): 3 clusters
  Score: Raw -490446.999173 + Penalty 2716.642699 = -487730.356474
  nChanged 6
		SP:Iteration 26Q (8588.400000 sec): 3 clusters
  Score: Raw -490451.120282 + Penalty 2716.642699 = -487734.477583
  nChanged 3
		SP:Iteration 27Q (8588.410000 sec): 3 clusters
  Score: Raw -490452.501134 + Penalty 2716.642699 = -487735.858435
  nChanged 1
		SP:Iteration 28Q (8588.420000 sec): 3 clusters
  Score: Raw -490453.138205 + Penalty 2716.642699 = -487736.495506
  nChanged 1
		SP:Iteration 29Q (8588.430000 sec): 3 clusters
  Score: Raw -490453.948435 + Penalty 2716.642699 = -487737.305736
  nChanged 2
		SP:Iteration 30Q (8588.440000 sec): 3 clusters
  Score: Raw -490456.951542 + Penalty 2716.642699 = -487740.308842
  nChanged 5
		SP:Iteration 31Q (8588.450000 sec): 3 clusters
  Score: Raw -490460.397951 + Penalty 2716.642699 = -487743.755252
  nChanged 4
		SP:Iteration 32Q (8588.460000 sec): 3 clusters
  Score: Raw -490464.265022 + Penalty 2716.642699 = -487747.622323
  nChanged 2
		SP:Iteration 33Q (8588.460000 sec): 3 clusters
  Score: Raw -490465.083084 + Penalty 2716.642699 = -487748.440385
  nChanged 0
		SP:Iteration 34F (8588.470000 sec): 3 clusters
  Score: Raw -490465.083084 + Penalty 2716.642699 = -487748.440385
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (24095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8588.550000 sec): 2 clusters
  Score: Raw -2836975.602387 + Penalty 1639.585940 = -2835336.016447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8588.610000 sec): 3 clusters
  Score: Raw -2822177.122943 + Penalty 3279.171879 = -2818897.951064
  nChanged 11003
		SP:Iteration 1F (8588.670000 sec): 3 clusters
  Score: Raw -2828214.190643 + Penalty 3279.171879 = -2824935.018764
  nChanged 1042
		SP:Iteration 2Q (8588.740000 sec): 3 clusters
  Score: Raw -2828503.952245 + Penalty 3279.171879 = -2825224.780366
  nChanged 922
		SP:Iteration 3Q (8588.800000 sec): 3 clusters
  Score: Raw -2828796.856526 + Penalty 3279.171879 = -2825517.684647
  nChanged 914
		SP:Iteration 4Q (8588.860000 sec): 3 clusters
  Score: Raw -2829094.706497 + Penalty 3279.171879 = -2825815.534618
  nChanged 915
		SP:Iteration 5Q (8588.930000 sec): 3 clusters
  Score: Raw -2829428.363511 + Penalty 3279.171879 = -2826149.191631
  nChanged 1049
		SP:Iteration 6Q (8588.990000 sec): 3 clusters
  Score: Raw -2829916.180231 + Penalty 3279.171879 = -2826637.008352
  nChanged 1340
		SP:Iteration 7F (8589.060000 sec): 3 clusters
  Score: Raw -2830695.135854 + Penalty 3279.171879 = -2827415.963975
  nChanged 1600
		SP:Iteration 8F (8589.120000 sec): 3 clusters
  Score: Raw -2831804.968810 + Penalty 3279.171879 = -2828525.796930
  nChanged 1847
		SP:Iteration 9F (8589.180000 sec): 3 clusters
  Score: Raw -2833351.942042 + Penalty 3279.171879 = -2830072.770163
  nChanged 1750
		SP:Iteration 10F (8589.240000 sec): 3 clusters
  Score: Raw -2835029.619824 + Penalty 3279.171879 = -2831750.447945
  nChanged 1235
		SP:Iteration 11F (8589.300000 sec): 3 clusters
  Score: Raw -2836251.991163 + Penalty 3279.171879 = -2832972.819284
  nChanged 566
		SP:Iteration 12Q (8589.360000 sec): 3 clusters
  Score: Raw -2836771.578529 + Penalty 3279.171879 = -2833492.406649
  nChanged 209
		SP:Iteration 13Q (8589.410000 sec): 3 clusters
  Score: Raw -2836971.823227 + Penalty 3279.171879 = -2833692.651347
  nChanged 86
		SP:Iteration 14Q (8589.460000 sec): 3 clusters
  Score: Raw -2837068.801100 + Penalty 3279.171879 = -2833789.629220
  nChanged 37
		SP:Iteration 15Q (8589.500000 sec): 3 clusters
  Score: Raw -2837112.756365 + Penalty 3279.171879 = -2833833.584486
  nChanged 19
		SP:Iteration 16Q (8589.540000 sec): 3 clusters
  Score: Raw -2837136.726556 + Penalty 3279.171879 = -2833857.554677
  nChanged 12
		SP:Iteration 17Q (8589.590000 sec): 3 clusters
  Score: Raw -2837153.471844 + Penalty 3279.171879 = -2833874.299964
  nChanged 9
		SP:Iteration 18Q (8589.640000 sec): 3 clusters
  Score: Raw -2837163.979628 + Penalty 3279.171879 = -2833884.807749
  nChanged 6
		SP:Iteration 19Q (8589.680000 sec): 3 clusters
  Score: Raw -2837174.458542 + Penalty 3279.171879 = -2833895.286663
  nChanged 8
		SP:Iteration 20F (8589.740000 sec): 3 clusters
  Score: Raw -2837185.567866 + Penalty 3279.171879 = -2833906.395986
  nChanged 4
		SP:Iteration 21Q (8589.780000 sec): 3 clusters
  Score: Raw -2837190.210088 + Penalty 3279.171879 = -2833911.038209
  nChanged 5
		SP:Iteration 22Q (8589.830000 sec): 3 clusters
  Score: Raw -2837198.678229 + Penalty 3279.171879 = -2833919.506349
  nChanged 4
		SP:Iteration 23Q (8589.870000 sec): 3 clusters
  Score: Raw -2837207.545634 + Penalty 3279.171879 = -2833928.373755
  nChanged 3
		SP:Iteration 24Q (8589.920000 sec): 3 clusters
  Score: Raw -2837216.251561 + Penalty 3279.171879 = -2833937.079681
  nChanged 1
		SP:Iteration 25Q (8589.960000 sec): 3 clusters
  Score: Raw -2837217.381248 + Penalty 3279.171879 = -2833938.209369
  nChanged 0
		SP:Iteration 26F (8590.020000 sec): 3 clusters
  Score: Raw -2837217.381248 + Penalty 3279.171879 = -2833938.209369
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.050000 sec): 2 clusters
  Score: Raw -784974.229690 + Penalty 1433.531512 = -783540.698178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8590.060000 sec): 3 clusters
  Score: Raw -781245.921686 + Penalty 2867.063024 = -778378.858663
  nChanged 2833
		SP:Iteration 1F (8590.080000 sec): 3 clusters
  Score: Raw -782725.762735 + Penalty 2867.063024 = -779858.699711
  nChanged 420
		SP:Iteration 2F (8590.100000 sec): 3 clusters
  Score: Raw -782926.970164 + Penalty 2867.063024 = -780059.907141
  nChanged 362
		SP:Iteration 3F (8590.120000 sec): 3 clusters
  Score: Raw -783098.496292 + Penalty 2867.063024 = -780231.433268
  nChanged 295
		SP:Iteration 4Q (8590.130000 sec): 3 clusters
  Score: Raw -783253.534997 + Penalty 2867.063024 = -780386.471973
  nChanged 286
		SP:Iteration 5Q (8590.150000 sec): 3 clusters
  Score: Raw -783405.769512 + Penalty 2867.063024 = -780538.706488
  nChanged 268
		SP:Iteration 6Q (8590.170000 sec): 3 clusters
  Score: Raw -783544.311840 + Penalty 2867.063024 = -780677.248816
  nChanged 255
		SP:Iteration 7Q (8590.180000 sec): 3 clusters
  Score: Raw -783682.900284 + Penalty 2867.063024 = -780815.837260
  nChanged 256
		SP:Iteration 8Q (8590.200000 sec): 3 clusters
  Score: Raw -783820.472098 + Penalty 2867.063024 = -780953.409074
  nChanged 234
		SP:Iteration 9Q (8590.220000 sec): 3 clusters
  Score: Raw -783931.273357 + Penalty 2867.063024 = -781064.210333
  nChanged 208
		SP:Iteration 10Q (8590.240000 sec): 3 clusters
  Score: Raw -784027.483133 + Penalty 2867.063024 = -781160.420109
  nChanged 215
		SP:Iteration 11Q (8590.250000 sec): 3 clusters
  Score: Raw -784135.347617 + Penalty 2867.063024 = -781268.284593
  nChanged 204
		SP:Iteration 12Q (8590.270000 sec): 3 clusters
  Score: Raw -784240.904904 + Penalty 2867.063024 = -781373.841881
  nChanged 201
		SP:Iteration 13Q (8590.290000 sec): 3 clusters
  Score: Raw -784355.765805 + Penalty 2867.063024 = -781488.702782
  nChanged 184
		SP:Iteration 14Q (8590.310000 sec): 3 clusters
  Score: Raw -784463.719075 + Penalty 2867.063024 = -781596.656051
  nChanged 166
		SP:Iteration 15Q (8590.320000 sec): 3 clusters
  Score: Raw -784542.674705 + Penalty 2867.063024 = -781675.611681
  nChanged 148
		SP:Iteration 16Q (8590.340000 sec): 3 clusters
  Score: Raw -784613.119753 + Penalty 2867.063024 = -781746.056729
  nChanged 117
		SP:Iteration 17Q (8590.360000 sec): 3 clusters
  Score: Raw -784662.512893 + Penalty 2867.063024 = -781795.449869
  nChanged 120
		SP:Iteration 18Q (8590.370000 sec): 3 clusters
  Score: Raw -784715.484355 + Penalty 2867.063024 = -781848.421331
  nChanged 117
		SP:Iteration 19Q (8590.390000 sec): 3 clusters
  Score: Raw -784768.318198 + Penalty 2867.063024 = -781901.255174
  nChanged 109
		SP:Iteration 20F (8590.400000 sec): 3 clusters
  Score: Raw -784815.388071 + Penalty 2867.063024 = -781948.325047
  nChanged 99
		SP:Iteration 21Q (8590.420000 sec): 3 clusters
  Score: Raw -784860.160719 + Penalty 2867.063024 = -781993.097695
  nChanged 97
		SP:Iteration 22Q (8590.440000 sec): 3 clusters
  Score: Raw -784905.991206 + Penalty 2867.063024 = -782038.928182
  nChanged 91
		SP:Iteration 23Q (8590.450000 sec): 3 clusters
  Score: Raw -784948.217773 + Penalty 2867.063024 = -782081.154749
  nChanged 76
		SP:Iteration 24Q (8590.470000 sec): 3 clusters
  Score: Raw -784983.679165 + Penalty 2867.063024 = -782116.616141
  nChanged 73
		SP:Iteration 25Q (8590.480000 sec): 3 clusters
  Score: Raw -785020.568793 + Penalty 2867.063024 = -782153.505770
  nChanged 92
		SP:Iteration 26Q (8590.500000 sec): 3 clusters
  Score: Raw -785068.247611 + Penalty 2867.063024 = -782201.184587
  nChanged 83
		SP:Iteration 27Q (8590.510000 sec): 3 clusters
  Score: Raw -785114.351626 + Penalty 2867.063024 = -782247.288603
  nChanged 85
		SP:Iteration 28Q (8590.530000 sec): 3 clusters
  Score: Raw -785171.812340 + Penalty 2867.063024 = -782304.749316
  nChanged 92
		SP:Iteration 29Q (8590.540000 sec): 3 clusters
  Score: Raw -785230.726432 + Penalty 2867.063024 = -782363.663408
  nChanged 71
		SP:Iteration 30Q (8590.560000 sec): 3 clusters
  Score: Raw -785269.120837 + Penalty 2867.063024 = -782402.057814
  nChanged 54
		SP:Iteration 31Q (8590.570000 sec): 3 clusters
  Score: Raw -785302.079558 + Penalty 2867.063024 = -782435.016535
  nChanged 53
		SP:Iteration 32Q (8590.580000 sec): 3 clusters
  Score: Raw -785324.715458 + Penalty 2867.063024 = -782457.652435
  nChanged 27
		SP:Iteration 33Q (8590.600000 sec): 3 clusters
  Score: Raw -785340.046768 + Penalty 2867.063024 = -782472.983744
  nChanged 32
		SP:Iteration 34Q (8590.610000 sec): 3 clusters
  Score: Raw -785356.258653 + Penalty 2867.063024 = -782489.195629
  nChanged 25
		SP:Iteration 35Q (8590.620000 sec): 3 clusters
  Score: Raw -785368.424467 + Penalty 2867.063024 = -782501.361443
  nChanged 18
		SP:Iteration 36Q (8590.640000 sec): 3 clusters
  Score: Raw -785374.810767 + Penalty 2867.063024 = -782507.747743
  nChanged 13
		SP:Iteration 37Q (8590.650000 sec): 3 clusters
  Score: Raw -785380.050597 + Penalty 2867.063024 = -782512.987573
  nChanged 11
		SP:Iteration 38Q (8590.660000 sec): 3 clusters
  Score: Raw -785383.728026 + Penalty 2867.063024 = -782516.665002
  nChanged 11
		SP:Iteration 39Q (8590.680000 sec): 3 clusters
  Score: Raw -785387.221360 + Penalty 2867.063024 = -782520.158336
  nChanged 6
		SP:Iteration 40F (8590.700000 sec): 3 clusters
  Score: Raw -785389.217295 + Penalty 2867.063024 = -782522.154271
  nChanged 4
		SP:Iteration 41Q (8590.710000 sec): 3 clusters
  Score: Raw -785390.543295 + Penalty 2867.063024 = -782523.480271
  nChanged 5
		SP:Iteration 42Q (8590.720000 sec): 3 clusters
  Score: Raw -785391.667475 + Penalty 2867.063024 = -782524.604452
  nChanged 4
		SP:Iteration 43Q (8590.740000 sec): 3 clusters
  Score: Raw -785392.971707 + Penalty 2867.063024 = -782525.908683
  nChanged 6
		SP:Iteration 44Q (8590.750000 sec): 3 clusters
  Score: Raw -785394.990028 + Penalty 2867.063024 = -782527.927004
  nChanged 7
		SP:Iteration 45Q (8590.760000 sec): 3 clusters
  Score: Raw -785397.396153 + Penalty 2867.063024 = -782530.333129
  nChanged 7
		SP:Iteration 46Q (8590.780000 sec): 3 clusters
  Score: Raw -785398.972356 + Penalty 2867.063024 = -782531.909332
  nChanged 4
		SP:Iteration 47Q (8590.790000 sec): 3 clusters
  Score: Raw -785400.206728 + Penalty 2867.063024 = -782533.143704
  nChanged 7
		SP:Iteration 48Q (8590.800000 sec): 3 clusters
  Score: Raw -785402.473681 + Penalty 2867.063024 = -782535.410657
  nChanged 4
		SP:Iteration 49Q (8590.820000 sec): 3 clusters
  Score: Raw -785403.838084 + Penalty 2867.063024 = -782536.775060
  nChanged 2
		SP:Iteration 50Q (8590.830000 sec): 3 clusters
  Score: Raw -785404.578334 + Penalty 2867.063024 = -782537.515310
  nChanged 1
		SP:Iteration 51Q (8590.840000 sec): 3 clusters
  Score: Raw -785404.770582 + Penalty 2867.063024 = -782537.707558
  nChanged 0
		SP:Iteration 52F (8590.860000 sec): 3 clusters
  Score: Raw -785404.770582 + Penalty 2867.063024 = -782537.707558
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8590.870000 sec): 2 clusters
  Score: Raw -391248.336060 + Penalty 1324.778987 = -389923.557073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8590.880000 sec): 3 clusters
  Score: Raw -389538.534025 + Penalty 2649.557975 = -386888.976050
  nChanged 1344
		SP:Iteration 1F (8590.890000 sec): 3 clusters
  Score: Raw -390310.981370 + Penalty 2649.557975 = -387661.423396
  nChanged 256
		SP:Iteration 2F (8590.900000 sec): 3 clusters
  Score: Raw -390458.363533 + Penalty 2649.557975 = -387808.805558
  nChanged 170
		SP:Iteration 3Q (8590.910000 sec): 3 clusters
  Score: Raw -390562.854533 + Penalty 2649.557975 = -387913.296558
  nChanged 132
		SP:Iteration 4Q (8590.920000 sec): 3 clusters
  Score: Raw -390635.351812 + Penalty 2649.557975 = -387985.793837
  nChanged 122
		SP:Iteration 5Q (8590.920000 sec): 3 clusters
  Score: Raw -390695.855972 + Penalty 2649.557975 = -388046.297998
  nChanged 97
		SP:Iteration 6Q (8590.930000 sec): 3 clusters
  Score: Raw -390749.424149 + Penalty 2649.557975 = -388099.866174
  nChanged 107
		SP:Iteration 7Q (8590.940000 sec): 3 clusters
  Score: Raw -390806.794542 + Penalty 2649.557975 = -388157.236567
  nChanged 102
		SP:Iteration 8Q (8590.950000 sec): 3 clusters
  Score: Raw -390863.210670 + Penalty 2649.557975 = -388213.652696
  nChanged 83
		SP:Iteration 9Q (8590.960000 sec): 3 clusters
  Score: Raw -390911.287153 + Penalty 2649.557975 = -388261.729178
  nChanged 77
		SP:Iteration 10Q (8590.970000 sec): 3 clusters
  Score: Raw -390950.402826 + Penalty 2649.557975 = -388300.844851
  nChanged 73
		SP:Iteration 11Q (8590.980000 sec): 3 clusters
  Score: Raw -390990.695697 + Penalty 2649.557975 = -388341.137722
  nChanged 68
		SP:Iteration 12Q (8590.980000 sec): 3 clusters
  Score: Raw -391031.422941 + Penalty 2649.557975 = -388381.864967
  nChanged 72
		SP:Iteration 13Q (8590.990000 sec): 3 clusters
  Score: Raw -391076.594958 + Penalty 2649.557975 = -388427.036983
  nChanged 57
		SP:Iteration 14Q (8591.000000 sec): 3 clusters
  Score: Raw -391115.285874 + Penalty 2649.557975 = -388465.727900
  nChanged 70
		SP:Iteration 15Q (8591.010000 sec): 3 clusters
  Score: Raw -391161.593467 + Penalty 2649.557975 = -388512.035492
  nChanged 57
		SP:Iteration 16Q (8591.020000 sec): 3 clusters
  Score: Raw -391196.527584 + Penalty 2649.557975 = -388546.969609
  nChanged 50
		SP:Iteration 17Q (8591.020000 sec): 3 clusters
  Score: Raw -391233.405319 + Penalty 2649.557975 = -388583.847344
  nChanged 53
		SP:Iteration 18Q (8591.030000 sec): 3 clusters
  Score: Raw -391266.673466 + Penalty 2649.557975 = -388617.115492
  nChanged 43
		SP:Iteration 19Q (8591.040000 sec): 3 clusters
  Score: Raw -391296.685532 + Penalty 2649.557975 = -388647.127558
  nChanged 41
		SP:Iteration 20F (8591.050000 sec): 3 clusters
  Score: Raw -391327.493895 + Penalty 2649.557975 = -388677.935920
  nChanged 35
		SP:Iteration 21Q (8591.060000 sec): 3 clusters
  Score: Raw -391352.238167 + Penalty 2649.557975 = -388702.680192
  nChanged 31
		SP:Iteration 22Q (8591.070000 sec): 3 clusters
  Score: Raw -391373.661262 + Penalty 2649.557975 = -388724.103287
  nChanged 32
		SP:Iteration 23Q (8591.080000 sec): 3 clusters
  Score: Raw -391396.178420 + Penalty 2649.557975 = -388746.620445
  nChanged 23
		SP:Iteration 24Q (8591.080000 sec): 3 clusters
  Score: Raw -391409.274424 + Penalty 2649.557975 = -388759.716449
  nChanged 25
		SP:Iteration 25Q (8591.090000 sec): 3 clusters
  Score: Raw -391426.451328 + Penalty 2649.557975 = -388776.893354
  nChanged 23
		SP:Iteration 26Q (8591.100000 sec): 3 clusters
  Score: Raw -391441.604802 + Penalty 2649.557975 = -388792.046827
  nChanged 17
		SP:Iteration 27Q (8591.100000 sec): 3 clusters
  Score: Raw -391451.666446 + Penalty 2649.557975 = -388802.108471
  nChanged 19
		SP:Iteration 28Q (8591.110000 sec): 3 clusters
  Score: Raw -391463.909190 + Penalty 2649.557975 = -388814.351216
  nChanged 19
		SP:Iteration 29Q (8591.120000 sec): 3 clusters
  Score: Raw -391474.946710 + Penalty 2649.557975 = -388825.388736
  nChanged 11
		SP:Iteration 30Q (8591.130000 sec): 3 clusters
  Score: Raw -391480.100139 + Penalty 2649.557975 = -388830.542165
  nChanged 5
		SP:Iteration 31Q (8591.140000 sec): 3 clusters
  Score: Raw -391483.230648 + Penalty 2649.557975 = -388833.672673
  nChanged 5
		SP:Iteration 32Q (8591.140000 sec): 3 clusters
  Score: Raw -391487.865416 + Penalty 2649.557975 = -388838.307441
  nChanged 2
		SP:Iteration 33Q (8591.150000 sec): 3 clusters
  Score: Raw -391489.283228 + Penalty 2649.557975 = -388839.725253
  nChanged 2
		SP:Iteration 34Q (8591.160000 sec): 3 clusters
  Score: Raw -391490.879621 + Penalty 2649.557975 = -388841.321646
  nChanged 1
		SP:Iteration 35Q (8591.160000 sec): 3 clusters
  Score: Raw -391491.857624 + Penalty 2649.557975 = -388842.299649
  nChanged 1
		SP:Iteration 36Q (8591.170000 sec): 3 clusters
  Score: Raw -391492.749633 + Penalty 2649.557975 = -388843.191659
  nChanged 1
		SP:Iteration 37Q (8591.180000 sec): 3 clusters
  Score: Raw -391492.952415 + Penalty 2649.557975 = -388843.394440
  nChanged 0
		SP:Iteration 38F (8591.190000 sec): 3 clusters
  Score: Raw -391492.952415 + Penalty 2649.557975 = -388843.394440
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8591.200000 sec): 2 clusters
  Score: Raw -151401.832669 + Penalty 1172.117645 = -150229.715024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.200000 sec): 3 clusters
  Score: Raw -150914.557349 + Penalty 2344.235289 = -148570.322059
  nChanged 444
		SP:Iteration 1F (8591.200000 sec): 3 clusters
  Score: Raw -151219.479288 + Penalty 2344.235289 = -148875.243998
  nChanged 103
		SP:Iteration 2F (8591.200000 sec): 3 clusters
  Score: Raw -151305.170079 + Penalty 2344.235289 = -148960.934789
  nChanged 75
		SP:Iteration 3F (8591.210000 sec): 3 clusters
  Score: Raw -151360.319936 + Penalty 2344.235289 = -149016.084647
  nChanged 45
		SP:Iteration 4Q (8591.210000 sec): 3 clusters
  Score: Raw -151391.517129 + Penalty 2344.235289 = -149047.281840
  nChanged 45
		SP:Iteration 5Q (8591.220000 sec): 3 clusters
  Score: Raw -151427.516171 + Penalty 2344.235289 = -149083.280882
  nChanged 33
		SP:Iteration 6Q (8591.220000 sec): 3 clusters
  Score: Raw -151448.264505 + Penalty 2344.235289 = -149104.029215
  nChanged 19
		SP:Iteration 7Q (8591.220000 sec): 3 clusters
  Score: Raw -151463.134372 + Penalty 2344.235289 = -149118.899083
  nChanged 16
		SP:Iteration 8Q (8591.220000 sec): 3 clusters
  Score: Raw -151477.475062 + Penalty 2344.235289 = -149133.239772
  nChanged 20
		SP:Iteration 9Q (8591.230000 sec): 3 clusters
  Score: Raw -151493.729029 + Penalty 2344.235289 = -149149.493739
  nChanged 22
		SP:Iteration 10Q (8591.230000 sec): 3 clusters
  Score: Raw -151507.536523 + Penalty 2344.235289 = -149163.301233
  nChanged 12
		SP:Iteration 11Q (8591.240000 sec): 3 clusters
  Score: Raw -151521.908845 + Penalty 2344.235289 = -149177.673556
  nChanged 15
		SP:Iteration 12Q (8591.240000 sec): 3 clusters
  Score: Raw -151532.212941 + Penalty 2344.235289 = -149187.977652
  nChanged 18
		SP:Iteration 13Q (8591.240000 sec): 3 clusters
  Score: Raw -151543.562255 + Penalty 2344.235289 = -149199.326966
  nChanged 12
		SP:Iteration 14Q (8591.240000 sec): 3 clusters
  Score: Raw -151557.102080 + Penalty 2344.235289 = -149212.866791
  nChanged 13
		SP:Iteration 15Q (8591.250000 sec): 3 clusters
  Score: Raw -151570.300837 + Penalty 2344.235289 = -149226.065548
  nChanged 13
		SP:Iteration 16Q (8591.250000 sec): 3 clusters
  Score: Raw -151579.711352 + Penalty 2344.235289 = -149235.476063
  nChanged 7
		SP:Iteration 17Q (8591.260000 sec): 3 clusters
  Score: Raw -151587.012297 + Penalty 2344.235289 = -149242.777007
  nChanged 11
		SP:Iteration 18Q (8591.260000 sec): 3 clusters
  Score: Raw -151598.273189 + Penalty 2344.235289 = -149254.037900
  nChanged 12
		SP:Iteration 19Q (8591.260000 sec): 3 clusters
  Score: Raw -151606.864004 + Penalty 2344.235289 = -149262.628714
  nChanged 6
		SP:Iteration 20F (8591.260000 sec): 3 clusters
  Score: Raw -151610.212151 + Penalty 2344.235289 = -149265.976862
  nChanged 5
		SP:Iteration 21Q (8591.270000 sec): 3 clusters
  Score: Raw -151612.431095 + Penalty 2344.235289 = -149268.195806
  nChanged 3
		SP:Iteration 22Q (8591.270000 sec): 3 clusters
  Score: Raw -151616.015188 + Penalty 2344.235289 = -149271.779899
  nChanged 5
		SP:Iteration 23Q (8591.280000 sec): 3 clusters
  Score: Raw -151621.015400 + Penalty 2344.235289 = -149276.780111
  nChanged 5
		SP:Iteration 24Q (8591.280000 sec): 3 clusters
  Score: Raw -151624.058667 + Penalty 2344.235289 = -149279.823378
  nChanged 9
		SP:Iteration 25Q (8591.280000 sec): 3 clusters
  Score: Raw -151628.365610 + Penalty 2344.235289 = -149284.130321
  nChanged 5
		SP:Iteration 26Q (8591.280000 sec): 3 clusters
  Score: Raw -151631.222407 + Penalty 2344.235289 = -149286.987117
  nChanged 5
		SP:Iteration 27Q (8591.290000 sec): 3 clusters
  Score: Raw -151633.709199 + Penalty 2344.235289 = -149289.473910
  nChanged 4
		SP:Iteration 28Q (8591.290000 sec): 3 clusters
  Score: Raw -151634.938175 + Penalty 2344.235289 = -149290.702886
  nChanged 1
		SP:Iteration 29Q (8591.300000 sec): 3 clusters
  Score: Raw -151635.211362 + Penalty 2344.235289 = -149290.976072
  nChanged 2
		SP:Iteration 30Q (8591.300000 sec): 3 clusters
  Score: Raw -151637.038119 + Penalty 2344.235289 = -149292.802829
  nChanged 2
		SP:Iteration 31Q (8591.300000 sec): 3 clusters
  Score: Raw -151638.296352 + Penalty 2344.235289 = -149294.061063
  nChanged 2
		SP:Iteration 32Q (8591.300000 sec): 3 clusters
  Score: Raw -151639.128416 + Penalty 2344.235289 = -149294.893127
  nChanged 0
		SP:Iteration 33F (8591.310000 sec): 3 clusters
  Score: Raw -151639.128416 + Penalty 2344.235289 = -149294.893127
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (59236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8591.480000 sec): 2 clusters
  Score: Raw -6967950.132630 + Penalty 1785.758771 = -6966164.373860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8591.640000 sec): 3 clusters
  Score: Raw -6930140.072754 + Penalty 3571.517542 = -6926568.555212
  nChanged 27977
		SP:Iteration 1F (8591.790000 sec): 3 clusters
  Score: Raw -6946355.897610 + Penalty 3571.517542 = -6942784.380068
  nChanged 2523
		SP:Iteration 2Q (8591.950000 sec): 3 clusters
  Score: Raw -6947294.578014 + Penalty 3571.517542 = -6943723.060472
  nChanged 3171
		SP:Iteration 3F (8592.110000 sec): 3 clusters
  Score: Raw -6948830.849584 + Penalty 3571.517542 = -6945259.332042
  nChanged 4080
		SP:Iteration 4F (8592.260000 sec): 3 clusters
  Score: Raw -6951449.706728 + Penalty 3571.517542 = -6947878.189186
  nChanged 4847
		SP:Iteration 5F (8592.420000 sec): 3 clusters
  Score: Raw -6955362.697650 + Penalty 3571.517542 = -6951791.180109
  nChanged 5065
		SP:Iteration 6F (8592.580000 sec): 3 clusters
  Score: Raw -6959904.111895 + Penalty 3571.517542 = -6956332.594353
  nChanged 4008
		SP:Iteration 7F (8592.730000 sec): 3 clusters
  Score: Raw -6963621.329422 + Penalty 3571.517542 = -6960049.811881
  nChanged 2624
		SP:Iteration 8Q (8592.890000 sec): 3 clusters
  Score: Raw -6966050.897576 + Penalty 3571.517542 = -6962479.380035
  nChanged 1435
		SP:Iteration 9Q (8593.040000 sec): 3 clusters
  Score: Raw -6967469.763794 + Penalty 3571.517542 = -6963898.246252
  nChanged 611
		SP:Iteration 10Q (8593.180000 sec): 3 clusters
  Score: Raw -6968118.122071 + Penalty 3571.517542 = -6964546.604529
  nChanged 273
		SP:Iteration 11Q (8593.310000 sec): 3 clusters
  Score: Raw -6968446.788289 + Penalty 3571.517542 = -6964875.270747
  nChanged 135
		SP:Iteration 12Q (8593.420000 sec): 3 clusters
  Score: Raw -6968584.842744 + Penalty 3571.517542 = -6965013.325202
  nChanged 77
		SP:Iteration 13Q (8593.540000 sec): 3 clusters
  Score: Raw -6968655.902926 + Penalty 3571.517542 = -6965084.385384
  nChanged 46
		SP:Iteration 14Q (8593.640000 sec): 3 clusters
  Score: Raw -6968688.612240 + Penalty 3571.517542 = -6965117.094698
  nChanged 37
		SP:Iteration 15Q (8593.750000 sec): 3 clusters
  Score: Raw -6968711.114290 + Penalty 3571.517542 = -6965139.596748
  nChanged 29
		SP:Iteration 16Q (8593.860000 sec): 3 clusters
  Score: Raw -6968726.139363 + Penalty 3571.517542 = -6965154.621821
  nChanged 23
		SP:Iteration 17Q (8593.970000 sec): 3 clusters
  Score: Raw -6968739.087246 + Penalty 3571.517542 = -6965167.569704
  nChanged 12
		SP:Iteration 18Q (8594.080000 sec): 3 clusters
  Score: Raw -6968747.595651 + Penalty 3571.517542 = -6965176.078109
  nChanged 15
		SP:Iteration 19Q (8594.180000 sec): 3 clusters
  Score: Raw -6968753.183013 + Penalty 3571.517542 = -6965181.665471
  nChanged 6
		SP:Iteration 20F (8594.340000 sec): 3 clusters
  Score: Raw -6968755.835329 + Penalty 3571.517542 = -6965184.317787
  nChanged 7
		SP:Iteration 21Q (8594.440000 sec): 3 clusters
  Score: Raw -6968758.100872 + Penalty 3571.517542 = -6965186.583331
  nChanged 3
		SP:Iteration 22Q (8594.550000 sec): 3 clusters
  Score: Raw -6968759.129063 + Penalty 3571.517542 = -6965187.611521
  nChanged 4
		SP:Iteration 23Q (8594.660000 sec): 3 clusters
  Score: Raw -6968760.866938 + Penalty 3571.517542 = -6965189.349396
  nChanged 8
		SP:Iteration 24Q (8594.760000 sec): 3 clusters
  Score: Raw -6968764.921361 + Penalty 3571.517542 = -6965193.403820
  nChanged 11
		SP:Iteration 25Q (8594.870000 sec): 3 clusters
  Score: Raw -6968770.134869 + Penalty 3571.517542 = -6965198.617327
  nChanged 5
		SP:Iteration 26Q (8594.980000 sec): 3 clusters
  Score: Raw -6968772.176866 + Penalty 3571.517542 = -6965200.659324
  nChanged 7
		SP:Iteration 27Q (8595.080000 sec): 3 clusters
  Score: Raw -6968776.065845 + Penalty 3571.517542 = -6965204.548303
  nChanged 6
		SP:Iteration 28Q (8595.190000 sec): 3 clusters
  Score: Raw -6968779.593023 + Penalty 3571.517542 = -6965208.075481
  nChanged 3
		SP:Iteration 29Q (8595.300000 sec): 3 clusters
  Score: Raw -6968780.463789 + Penalty 3571.517542 = -6965208.946247
  nChanged 4
		SP:Iteration 30Q (8595.400000 sec): 3 clusters
  Score: Raw -6968781.647644 + Penalty 3571.517542 = -6965210.130102
  nChanged 0
		SP:Iteration 31F (8595.560000 sec): 3 clusters
  Score: Raw -6968781.647644 + Penalty 3571.517542 = -6965210.130102
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8595.590000 sec): 2 clusters
  Score: Raw -103549.258265 + Penalty 1114.003930 = -102435.254335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8595.590000 sec): 3 clusters
  Score: Raw -103348.585808 + Penalty 2228.007860 = -101120.577949
  nChanged 274
		SP:Iteration 1F (8595.600000 sec): 3 clusters
  Score: Raw -103606.079445 + Penalty 2228.007860 = -101378.071585
  nChanged 72
		SP:Iteration 2F (8595.600000 sec): 3 clusters
  Score: Raw -103690.739334 + Penalty 2228.007860 = -101462.731474
  nChanged 42
		SP:Iteration 3Q (8595.600000 sec): 3 clusters
  Score: Raw -103752.393445 + Penalty 2228.007860 = -101524.385585
  nChanged 26
		SP:Iteration 4Q (8595.600000 sec): 3 clusters
  Score: Raw -103779.144365 + Penalty 2228.007860 = -101551.136505
  nChanged 17
		SP:Iteration 5Q (8595.600000 sec): 3 clusters
  Score: Raw -103792.304479 + Penalty 2228.007860 = -101564.296619
  nChanged 8
		SP:Iteration 6Q (8595.610000 sec): 3 clusters
  Score: Raw -103800.644051 + Penalty 2228.007860 = -101572.636192
  nChanged 6
		SP:Iteration 7Q (8595.610000 sec): 3 clusters
  Score: Raw -103806.861343 + Penalty 2228.007860 = -101578.853483
  nChanged 6
		SP:Iteration 8Q (8595.610000 sec): 3 clusters
  Score: Raw -103814.061916 + Penalty 2228.007860 = -101586.054057
  nChanged 10
		SP:Iteration 9Q (8595.620000 sec): 3 clusters
  Score: Raw -103820.597507 + Penalty 2228.007860 = -101592.589648
  nChanged 4
		SP:Iteration 10Q (8595.620000 sec): 3 clusters
  Score: Raw -103824.277132 + Penalty 2228.007860 = -101596.269272
  nChanged 3
		SP:Iteration 11Q (8595.620000 sec): 3 clusters
  Score: Raw -103825.936528 + Penalty 2228.007860 = -101597.928668
  nChanged 2
		SP:Iteration 12Q (8595.620000 sec): 3 clusters
  Score: Raw -103826.847977 + Penalty 2228.007860 = -101598.840117
  nChanged 0
		SP:Iteration 13F (8595.620000 sec): 3 clusters
  Score: Raw -103826.847977 + Penalty 2228.007860 = -101598.840117
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (9231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8595.660000 sec): 2 clusters
  Score: Raw -1027228.626097 + Penalty 1483.677433 = -1025744.948664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8595.680000 sec): 3 clusters
  Score: Raw -1022078.531577 + Penalty 2967.354866 = -1019111.176711
  nChanged 3880
		SP:Iteration 1F (8595.700000 sec): 3 clusters
  Score: Raw -1024215.437187 + Penalty 2967.354866 = -1021248.082321
  nChanged 575
		SP:Iteration 2F (8595.730000 sec): 3 clusters
  Score: Raw -1024468.665190 + Penalty 2967.354866 = -1021501.310324
  nChanged 479
		SP:Iteration 3F (8595.750000 sec): 3 clusters
  Score: Raw -1024691.975912 + Penalty 2967.354866 = -1021724.621046
  nChanged 463
		SP:Iteration 4F (8595.770000 sec): 3 clusters
  Score: Raw -1024905.392387 + Penalty 2967.354866 = -1021938.037521
  nChanged 420
		SP:Iteration 5Q (8595.800000 sec): 3 clusters
  Score: Raw -1025092.580517 + Penalty 2967.354866 = -1022125.225652
  nChanged 386
		SP:Iteration 6Q (8595.820000 sec): 3 clusters
  Score: Raw -1025266.270218 + Penalty 2967.354866 = -1022298.915352
  nChanged 365
		SP:Iteration 7Q (8595.840000 sec): 3 clusters
  Score: Raw -1025443.718733 + Penalty 2967.354866 = -1022476.363867
  nChanged 369
		SP:Iteration 8Q (8595.860000 sec): 3 clusters
  Score: Raw -1025615.466259 + Penalty 2967.354866 = -1022648.111393
  nChanged 322
		SP:Iteration 9Q (8595.890000 sec): 3 clusters
  Score: Raw -1025771.838987 + Penalty 2967.354866 = -1022804.484121
  nChanged 334
		SP:Iteration 10Q (8595.910000 sec): 3 clusters
  Score: Raw -1025947.162928 + Penalty 2967.354866 = -1022979.808062
  nChanged 341
		SP:Iteration 11Q (8595.940000 sec): 3 clusters
  Score: Raw -1026131.039469 + Penalty 2967.354866 = -1023163.684604
  nChanged 337
		SP:Iteration 12Q (8595.960000 sec): 3 clusters
  Score: Raw -1026325.810919 + Penalty 2967.354866 = -1023358.456053
  nChanged 293
		SP:Iteration 13Q (8595.980000 sec): 3 clusters
  Score: Raw -1026511.422846 + Penalty 2967.354866 = -1023544.067980
  nChanged 270
		SP:Iteration 14Q (8596.000000 sec): 3 clusters
  Score: Raw -1026677.559699 + Penalty 2967.354866 = -1023710.204833
  nChanged 207
		SP:Iteration 15Q (8596.030000 sec): 3 clusters
  Score: Raw -1026813.423237 + Penalty 2967.354866 = -1023846.068371
  nChanged 197
		SP:Iteration 16Q (8596.050000 sec): 3 clusters
  Score: Raw -1026942.522860 + Penalty 2967.354866 = -1023975.167994
  nChanged 155
		SP:Iteration 17Q (8596.070000 sec): 3 clusters
  Score: Raw -1027046.787744 + Penalty 2967.354866 = -1024079.432878
  nChanged 145
		SP:Iteration 18Q (8596.100000 sec): 3 clusters
  Score: Raw -1027145.739856 + Penalty 2967.354866 = -1024178.384990
  nChanged 118
		SP:Iteration 19Q (8596.120000 sec): 3 clusters
  Score: Raw -1027220.684763 + Penalty 2967.354866 = -1024253.329897
  nChanged 80
		SP:Iteration 20F (8596.140000 sec): 3 clusters
  Score: Raw -1027269.858243 + Penalty 2967.354866 = -1024302.503377
  nChanged 53
		SP:Iteration 21Q (8596.160000 sec): 3 clusters
  Score: Raw -1027308.475035 + Penalty 2967.354866 = -1024341.120169
  nChanged 38
		SP:Iteration 22Q (8596.180000 sec): 3 clusters
  Score: Raw -1027334.753879 + Penalty 2967.354866 = -1024367.399013
  nChanged 23
		SP:Iteration 23Q (8596.200000 sec): 3 clusters
  Score: Raw -1027350.670721 + Penalty 2967.354866 = -1024383.315855
  nChanged 18
		SP:Iteration 24Q (8596.220000 sec): 3 clusters
  Score: Raw -1027362.882340 + Penalty 2967.354866 = -1024395.527474
  nChanged 15
		SP:Iteration 25Q (8596.240000 sec): 3 clusters
  Score: Raw -1027371.633316 + Penalty 2967.354866 = -1024404.278450
  nChanged 10
		SP:Iteration 26Q (8596.260000 sec): 3 clusters
  Score: Raw -1027375.790373 + Penalty 2967.354866 = -1024408.435507
  nChanged 7
		SP:Iteration 27Q (8596.280000 sec): 3 clusters
  Score: Raw -1027379.241365 + Penalty 2967.354866 = -1024411.886500
  nChanged 9
		SP:Iteration 28Q (8596.300000 sec): 3 clusters
  Score: Raw -1027384.450822 + Penalty 2967.354866 = -1024417.095956
  nChanged 5
		SP:Iteration 29Q (8596.320000 sec): 3 clusters
  Score: Raw -1027387.681790 + Penalty 2967.354866 = -1024420.326924
  nChanged 5
		SP:Iteration 30Q (8596.340000 sec): 3 clusters
  Score: Raw -1027391.336965 + Penalty 2967.354866 = -1024423.982099
  nChanged 7
		SP:Iteration 31Q (8596.360000 sec): 3 clusters
  Score: Raw -1027395.041773 + Penalty 2967.354866 = -1024427.686907
  nChanged 4
		SP:Iteration 32Q (8596.370000 sec): 3 clusters
  Score: Raw -1027396.646862 + Penalty 2967.354866 = -1024429.291997
  nChanged 4
		SP:Iteration 33Q (8596.390000 sec): 3 clusters
  Score: Raw -1027399.270306 + Penalty 2967.354866 = -1024431.915440
  nChanged 3
		SP:Iteration 34Q (8596.410000 sec): 3 clusters
  Score: Raw -1027400.868167 + Penalty 2967.354866 = -1024433.513301
  nChanged 2
		SP:Iteration 35Q (8596.430000 sec): 3 clusters
  Score: Raw -1027401.887807 + Penalty 2967.354866 = -1024434.532941
  nChanged 2
		SP:Iteration 36Q (8596.450000 sec): 3 clusters
  Score: Raw -1027402.936719 + Penalty 2967.354866 = -1024435.581853
  nChanged 3
		SP:Iteration 37Q (8596.470000 sec): 3 clusters
  Score: Raw -1027404.129651 + Penalty 2967.354866 = -1024436.774785
  nChanged 3
		SP:Iteration 38Q (8596.490000 sec): 3 clusters
  Score: Raw -1027405.608128 + Penalty 2967.354866 = -1024438.253262
  nChanged 1
		SP:Iteration 39Q (8596.510000 sec): 3 clusters
  Score: Raw -1027406.091023 + Penalty 2967.354866 = -1024438.736157
  nChanged 2
		SP:Iteration 40F (8596.530000 sec): 3 clusters
  Score: Raw -1027407.196668 + Penalty 2967.354866 = -1024439.841802
  nChanged 1
		SP:Iteration 41Q (8596.550000 sec): 3 clusters
  Score: Raw -1027408.473313 + Penalty 2967.354866 = -1024441.118447
  nChanged 0
		SP:Iteration 42F (8596.570000 sec): 3 clusters
  Score: Raw -1027408.473313 + Penalty 2967.354866 = -1024441.118447
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8596.590000 sec): 2 clusters
  Score: Raw -312084.169112 + Penalty 1296.140941 = -310788.028171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8596.590000 sec): 3 clusters
  Score: Raw -310728.903004 + Penalty 2592.281882 = -308136.621122
  nChanged 1076
		SP:Iteration 1F (8596.600000 sec): 3 clusters
  Score: Raw -311384.534659 + Penalty 2592.281882 = -308792.252777
  nChanged 207
		SP:Iteration 2F (8596.610000 sec): 3 clusters
  Score: Raw -311533.001545 + Penalty 2592.281882 = -308940.719663
  nChanged 168
		SP:Iteration 3F (8596.620000 sec): 3 clusters
  Score: Raw -311671.379943 + Penalty 2592.281882 = -309079.098061
  nChanged 145
		SP:Iteration 4Q (8596.620000 sec): 3 clusters
  Score: Raw -311800.661997 + Penalty 2592.281882 = -309208.380115
  nChanged 141
		SP:Iteration 5Q (8596.630000 sec): 3 clusters
  Score: Raw -311933.762451 + Penalty 2592.281882 = -309341.480569
  nChanged 146
		SP:Iteration 6F (8596.640000 sec): 3 clusters
  Score: Raw -312067.489351 + Penalty 2592.281882 = -309475.207469
  nChanged 138
		SP:Iteration 7Q (8596.640000 sec): 3 clusters
  Score: Raw -312199.148173 + Penalty 2592.281882 = -309606.866291
  nChanged 121
		SP:Iteration 8Q (8596.650000 sec): 3 clusters
  Score: Raw -312286.423402 + Penalty 2592.281882 = -309694.141521
  nChanged 89
		SP:Iteration 9Q (8596.660000 sec): 3 clusters
  Score: Raw -312361.355140 + Penalty 2592.281882 = -309769.073258
  nChanged 94
		SP:Iteration 10Q (8596.660000 sec): 3 clusters
  Score: Raw -312438.153263 + Penalty 2592.281882 = -309845.871381
  nChanged 88
		SP:Iteration 11Q (8596.670000 sec): 3 clusters
  Score: Raw -312509.024289 + Penalty 2592.281882 = -309916.742408
  nChanged 94
		SP:Iteration 12Q (8596.680000 sec): 3 clusters
  Score: Raw -312603.522579 + Penalty 2592.281882 = -310011.240697
  nChanged 88
		SP:Iteration 13Q (8596.680000 sec): 3 clusters
  Score: Raw -312712.845454 + Penalty 2592.281882 = -310120.563572
  nChanged 94
		SP:Iteration 14Q (8596.690000 sec): 3 clusters
  Score: Raw -312818.522024 + Penalty 2592.281882 = -310226.240143
  nChanged 83
		SP:Iteration 15Q (8596.700000 sec): 3 clusters
  Score: Raw -312916.120689 + Penalty 2592.281882 = -310323.838807
  nChanged 69
		SP:Iteration 16Q (8596.710000 sec): 3 clusters
  Score: Raw -312967.848365 + Penalty 2592.281882 = -310375.566483
  nChanged 42
		SP:Iteration 17Q (8596.710000 sec): 3 clusters
  Score: Raw -312991.809825 + Penalty 2592.281882 = -310399.527943
  nChanged 20
		SP:Iteration 18Q (8596.720000 sec): 3 clusters
  Score: Raw -312998.648768 + Penalty 2592.281882 = -310406.366886
  nChanged 7
		SP:Iteration 19Q (8596.720000 sec): 3 clusters
  Score: Raw -313001.645712 + Penalty 2592.281882 = -310409.363830
  nChanged 5
		SP:Iteration 20F (8596.730000 sec): 3 clusters
  Score: Raw -313003.944459 + Penalty 2592.281882 = -310411.662578
  nChanged 1
		SP:Iteration 21Q (8596.740000 sec): 3 clusters
  Score: Raw -313004.325198 + Penalty 2592.281882 = -310412.043316
  nChanged 0
		SP:Iteration 22F (8596.750000 sec): 3 clusters
  Score: Raw -313004.325198 + Penalty 2592.281882 = -310412.043316
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8596.760000 sec): 2 clusters
  Score: Raw -370195.771153 + Penalty 1311.013632 = -368884.757521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8596.770000 sec): 3 clusters
  Score: Raw -368674.205437 + Penalty 2622.027264 = -366052.178174
  nChanged 1218
		SP:Iteration 1F (8596.780000 sec): 3 clusters
  Score: Raw -369351.601627 + Penalty 2622.027264 = -366729.574364
  nChanged 207
		SP:Iteration 2F (8596.780000 sec): 3 clusters
  Score: Raw -369465.066732 + Penalty 2622.027264 = -366843.039468
  nChanged 144
		SP:Iteration 3Q (8596.790000 sec): 3 clusters
  Score: Raw -369533.694598 + Penalty 2622.027264 = -366911.667334
  nChanged 98
		SP:Iteration 4Q (8596.800000 sec): 3 clusters
  Score: Raw -369575.373002 + Penalty 2622.027264 = -366953.345739
  nChanged 73
		SP:Iteration 5Q (8596.810000 sec): 3 clusters
  Score: Raw -369611.148163 + Penalty 2622.027264 = -366989.120899
  nChanged 79
		SP:Iteration 6Q (8596.810000 sec): 3 clusters
  Score: Raw -369651.285758 + Penalty 2622.027264 = -367029.258494
  nChanged 62
		SP:Iteration 7Q (8596.820000 sec): 3 clusters
  Score: Raw -369683.091389 + Penalty 2622.027264 = -367061.064126
  nChanged 69
		SP:Iteration 8Q (8596.830000 sec): 3 clusters
  Score: Raw -369715.076382 + Penalty 2622.027264 = -367093.049118
  nChanged 52
		SP:Iteration 9Q (8596.840000 sec): 3 clusters
  Score: Raw -369744.998523 + Penalty 2622.027264 = -367122.971259
  nChanged 56
		SP:Iteration 10Q (8596.840000 sec): 3 clusters
  Score: Raw -369772.017148 + Penalty 2622.027264 = -367149.989885
  nChanged 60
		SP:Iteration 11Q (8596.850000 sec): 3 clusters
  Score: Raw -369807.250568 + Penalty 2622.027264 = -367185.223305
  nChanged 63
		SP:Iteration 12Q (8596.860000 sec): 3 clusters
  Score: Raw -369843.528543 + Penalty 2622.027264 = -367221.501279
  nChanged 62
		SP:Iteration 13Q (8596.870000 sec): 3 clusters
  Score: Raw -369877.149023 + Penalty 2622.027264 = -367255.121760
  nChanged 67
		SP:Iteration 14Q (8596.880000 sec): 3 clusters
  Score: Raw -369915.063874 + Penalty 2622.027264 = -367293.036610
  nChanged 70
		SP:Iteration 15Q (8596.880000 sec): 3 clusters
  Score: Raw -369958.290628 + Penalty 2622.027264 = -367336.263364
  nChanged 70
		SP:Iteration 16Q (8596.890000 sec): 3 clusters
  Score: Raw -370005.472994 + Penalty 2622.027264 = -367383.445731
  nChanged 73
		SP:Iteration 17Q (8596.900000 sec): 3 clusters
  Score: Raw -370060.794452 + Penalty 2622.027264 = -367438.767188
  nChanged 94
		SP:Iteration 18Q (8596.910000 sec): 3 clusters
  Score: Raw -370136.072507 + Penalty 2622.027264 = -367514.045243
  nChanged 112
		SP:Iteration 19Q (8596.920000 sec): 3 clusters
  Score: Raw -370219.603214 + Penalty 2622.027264 = -367597.575951
  nChanged 102
		SP:Iteration 20F (8596.920000 sec): 3 clusters
  Score: Raw -370300.511055 + Penalty 2622.027264 = -367678.483792
  nChanged 101
		SP:Iteration 21Q (8596.930000 sec): 3 clusters
  Score: Raw -370370.547530 + Penalty 2622.027264 = -367748.520266
  nChanged 79
		SP:Iteration 22Q (8596.940000 sec): 3 clusters
  Score: Raw -370425.529927 + Penalty 2622.027264 = -367803.502664
  nChanged 65
		SP:Iteration 23Q (8596.950000 sec): 3 clusters
  Score: Raw -370468.991542 + Penalty 2622.027264 = -367846.964278
  nChanged 69
		SP:Iteration 24Q (8596.950000 sec): 3 clusters
  Score: Raw -370516.647296 + Penalty 2622.027264 = -367894.620033
  nChanged 54
		SP:Iteration 25Q (8596.960000 sec): 3 clusters
  Score: Raw -370550.472972 + Penalty 2622.027264 = -367928.445709
  nChanged 56
		SP:Iteration 26Q (8596.970000 sec): 3 clusters
  Score: Raw -370586.915566 + Penalty 2622.027264 = -367964.888302
  nChanged 52
		SP:Iteration 27Q (8596.980000 sec): 3 clusters
  Score: Raw -370617.605080 + Penalty 2622.027264 = -367995.577816
  nChanged 33
		SP:Iteration 28Q (8596.980000 sec): 3 clusters
  Score: Raw -370636.702719 + Penalty 2622.027264 = -368014.675455
  nChanged 25
		SP:Iteration 29Q (8596.990000 sec): 3 clusters
  Score: Raw -370647.903010 + Penalty 2622.027264 = -368025.875746
  nChanged 22
		SP:Iteration 30Q (8597.000000 sec): 3 clusters
  Score: Raw -370657.190016 + Penalty 2622.027264 = -368035.162752
  nChanged 17
		SP:Iteration 31Q (8597.000000 sec): 3 clusters
  Score: Raw -370664.960974 + Penalty 2622.027264 = -368042.933711
  nChanged 15
		SP:Iteration 32Q (8597.010000 sec): 3 clusters
  Score: Raw -370672.165006 + Penalty 2622.027264 = -368050.137742
  nChanged 10
		SP:Iteration 33Q (8597.020000 sec): 3 clusters
  Score: Raw -370675.826445 + Penalty 2622.027264 = -368053.799182
  nChanged 8
		SP:Iteration 34Q (8597.030000 sec): 3 clusters
  Score: Raw -370679.329398 + Penalty 2622.027264 = -368057.302134
  nChanged 10
		SP:Iteration 35Q (8597.030000 sec): 3 clusters
  Score: Raw -370682.528153 + Penalty 2622.027264 = -368060.500889
  nChanged 8
		SP:Iteration 36Q (8597.040000 sec): 3 clusters
  Score: Raw -370685.598537 + Penalty 2622.027264 = -368063.571273
  nChanged 7
		SP:Iteration 37Q (8597.050000 sec): 3 clusters
  Score: Raw -370689.778317 + Penalty 2622.027264 = -368067.751054
  nChanged 10
		SP:Iteration 38Q (8597.060000 sec): 3 clusters
  Score: Raw -370695.371209 + Penalty 2622.027264 = -368073.343945
  nChanged 9
		SP:Iteration 39Q (8597.060000 sec): 3 clusters
  Score: Raw -370698.115455 + Penalty 2622.027264 = -368076.088191
  nChanged 3
		SP:Iteration 40F (8597.070000 sec): 3 clusters
  Score: Raw -370699.021764 + Penalty 2622.027264 = -368076.994501
  nChanged 4
		SP:Iteration 41Q (8597.080000 sec): 3 clusters
  Score: Raw -370700.192588 + Penalty 2622.027264 = -368078.165324
  nChanged 6
		SP:Iteration 42Q (8597.080000 sec): 3 clusters
  Score: Raw -370703.224618 + Penalty 2622.027264 = -368081.197355
  nChanged 6
		SP:Iteration 43Q (8597.090000 sec): 3 clusters
  Score: Raw -370705.737882 + Penalty 2622.027264 = -368083.710619
  nChanged 4
		SP:Iteration 44Q (8597.100000 sec): 3 clusters
  Score: Raw -370707.754142 + Penalty 2622.027264 = -368085.726879
  nChanged 6
		SP:Iteration 45Q (8597.110000 sec): 3 clusters
  Score: Raw -370710.433351 + Penalty 2622.027264 = -368088.406087
  nChanged 8
		SP:Iteration 46Q (8597.110000 sec): 3 clusters
  Score: Raw -370712.590801 + Penalty 2622.027264 = -368090.563538
  nChanged 7
		SP:Iteration 47Q (8597.120000 sec): 3 clusters
  Score: Raw -370713.924700 + Penalty 2622.027264 = -368091.897437
  nChanged 6
		SP:Iteration 48Q (8597.130000 sec): 3 clusters
  Score: Raw -370715.327218 + Penalty 2622.027264 = -368093.299955
  nChanged 1
		SP:Iteration 49Q (8597.140000 sec): 3 clusters
  Score: Raw -370715.691668 + Penalty 2622.027264 = -368093.664404
  nChanged 2
		SP:Iteration 50Q (8597.140000 sec): 3 clusters
  Score: Raw -370716.811332 + Penalty 2622.027264 = -368094.784068
  nChanged 2
		SP:Iteration 51Q (8597.150000 sec): 3 clusters
  Score: Raw -370717.274866 + Penalty 2622.027264 = -368095.247603
  nChanged 0
		SP:Iteration 52F (8597.160000 sec): 3 clusters
  Score: Raw -370717.274866 + Penalty 2622.027264 = -368095.247603
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8597.200000 sec): 2 clusters
  Score: Raw -1503787.752202 + Penalty 1536.311934 = -1502251.440268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8597.230000 sec): 3 clusters
  Score: Raw -1496373.024173 + Penalty 3072.623867 = -1493300.400305
  nChanged 5620
		SP:Iteration 1F (8597.260000 sec): 3 clusters
  Score: Raw -1499298.675929 + Penalty 3072.623867 = -1496226.052062
  nChanged 659
		SP:Iteration 2F (8597.290000 sec): 3 clusters
  Score: Raw -1499528.703173 + Penalty 3072.623867 = -1496456.079305
  nChanged 570
		SP:Iteration 3Q (8597.320000 sec): 3 clusters
  Score: Raw -1499757.250231 + Penalty 3072.623867 = -1496684.626364
  nChanged 580
		SP:Iteration 4Q (8597.360000 sec): 3 clusters
  Score: Raw -1499991.941980 + Penalty 3072.623867 = -1496919.318113
  nChanged 594
		SP:Iteration 5Q (8597.390000 sec): 3 clusters
  Score: Raw -1500271.263343 + Penalty 3072.623867 = -1497198.639475
  nChanged 660
		SP:Iteration 6F (8597.420000 sec): 3 clusters
  Score: Raw -1500638.826331 + Penalty 3072.623867 = -1497566.202463
  nChanged 755
		SP:Iteration 7F (8597.460000 sec): 3 clusters
  Score: Raw -1501108.046898 + Penalty 3072.623867 = -1498035.423030
  nChanged 746
		SP:Iteration 8F (8597.490000 sec): 3 clusters
  Score: Raw -1501597.816018 + Penalty 3072.623867 = -1498525.192150
  nChanged 739
		SP:Iteration 9F (8597.520000 sec): 3 clusters
  Score: Raw -1502099.432487 + Penalty 3072.623867 = -1499026.808619
  nChanged 656
		SP:Iteration 10F (8597.550000 sec): 3 clusters
  Score: Raw -1502533.228466 + Penalty 3072.623867 = -1499460.604599
  nChanged 522
		SP:Iteration 11Q (8597.580000 sec): 3 clusters
  Score: Raw -1502855.073662 + Penalty 3072.623867 = -1499782.449795
  nChanged 395
		SP:Iteration 12Q (8597.620000 sec): 3 clusters
  Score: Raw -1503089.814584 + Penalty 3072.623867 = -1500017.190717
  nChanged 316
		SP:Iteration 13Q (8597.650000 sec): 3 clusters
  Score: Raw -1503283.118526 + Penalty 3072.623867 = -1500210.494659
  nChanged 245
		SP:Iteration 14Q (8597.680000 sec): 3 clusters
  Score: Raw -1503433.158657 + Penalty 3072.623867 = -1500360.534789
  nChanged 191
		SP:Iteration 15Q (8597.710000 sec): 3 clusters
  Score: Raw -1503531.634196 + Penalty 3072.623867 = -1500459.010328
  nChanged 142
		SP:Iteration 16Q (8597.740000 sec): 3 clusters
  Score: Raw -1503608.704729 + Penalty 3072.623867 = -1500536.080861
  nChanged 114
		SP:Iteration 17Q (8597.780000 sec): 3 clusters
  Score: Raw -1503670.270727 + Penalty 3072.623867 = -1500597.646860
  nChanged 94
		SP:Iteration 18Q (8597.800000 sec): 3 clusters
  Score: Raw -1503717.822536 + Penalty 3072.623867 = -1500645.198669
  nChanged 78
		SP:Iteration 19Q (8597.840000 sec): 3 clusters
  Score: Raw -1503760.050966 + Penalty 3072.623867 = -1500687.427098
  nChanged 80
		SP:Iteration 20F (8597.870000 sec): 3 clusters
  Score: Raw -1503813.079642 + Penalty 3072.623867 = -1500740.455775
  nChanged 66
		SP:Iteration 21Q (8597.900000 sec): 3 clusters
  Score: Raw -1503858.239222 + Penalty 3072.623867 = -1500785.615355
  nChanged 59
		SP:Iteration 22Q (8597.920000 sec): 3 clusters
  Score: Raw -1503899.923253 + Penalty 3072.623867 = -1500827.299386
  nChanged 78
		SP:Iteration 23Q (8597.950000 sec): 3 clusters
  Score: Raw -1503960.906014 + Penalty 3072.623867 = -1500888.282147
  nChanged 59
		SP:Iteration 24Q (8597.980000 sec): 3 clusters
  Score: Raw -1504006.276357 + Penalty 3072.623867 = -1500933.652490
  nChanged 49
		SP:Iteration 25Q (8598.000000 sec): 3 clusters
  Score: Raw -1504049.190461 + Penalty 3072.623867 = -1500976.566593
  nChanged 52
		SP:Iteration 26Q (8598.030000 sec): 3 clusters
  Score: Raw -1504081.480663 + Penalty 3072.623867 = -1501008.856795
  nChanged 45
		SP:Iteration 27Q (8598.060000 sec): 3 clusters
  Score: Raw -1504117.355545 + Penalty 3072.623867 = -1501044.731677
  nChanged 34
		SP:Iteration 28Q (8598.080000 sec): 3 clusters
  Score: Raw -1504138.605498 + Penalty 3072.623867 = -1501065.981631
  nChanged 35
		SP:Iteration 29Q (8598.110000 sec): 3 clusters
  Score: Raw -1504159.139627 + Penalty 3072.623867 = -1501086.515760
  nChanged 27
		SP:Iteration 30Q (8598.130000 sec): 3 clusters
  Score: Raw -1504175.481370 + Penalty 3072.623867 = -1501102.857502
  nChanged 26
		SP:Iteration 31Q (8598.160000 sec): 3 clusters
  Score: Raw -1504192.618747 + Penalty 3072.623867 = -1501119.994879
  nChanged 21
		SP:Iteration 32Q (8598.180000 sec): 3 clusters
  Score: Raw -1504204.794597 + Penalty 3072.623867 = -1501132.170729
  nChanged 24
		SP:Iteration 33Q (8598.200000 sec): 3 clusters
  Score: Raw -1504218.795787 + Penalty 3072.623867 = -1501146.171920
  nChanged 21
		SP:Iteration 34Q (8598.230000 sec): 3 clusters
  Score: Raw -1504229.315625 + Penalty 3072.623867 = -1501156.691758
  nChanged 8
		SP:Iteration 35Q (8598.250000 sec): 3 clusters
  Score: Raw -1504233.001282 + Penalty 3072.623867 = -1501160.377414
  nChanged 7
		SP:Iteration 36Q (8598.280000 sec): 3 clusters
  Score: Raw -1504235.603242 + Penalty 3072.623867 = -1501162.979375
  nChanged 7
		SP:Iteration 37Q (8598.300000 sec): 3 clusters
  Score: Raw -1504237.755319 + Penalty 3072.623867 = -1501165.131452
  nChanged 3
		SP:Iteration 38Q (8598.320000 sec): 3 clusters
  Score: Raw -1504238.852672 + Penalty 3072.623867 = -1501166.228805
  nChanged 2
		SP:Iteration 39Q (8598.350000 sec): 3 clusters
  Score: Raw -1504239.425185 + Penalty 3072.623867 = -1501166.801318
  nChanged 1
		SP:Iteration 40F (8598.380000 sec): 3 clusters
  Score: Raw -1504239.702908 + Penalty 3072.623867 = -1501167.079041
  nChanged 1
		SP:Iteration 41Q (8598.400000 sec): 3 clusters
  Score: Raw -1504239.844610 + Penalty 3072.623867 = -1501167.220742
  nChanged 0
		SP:Iteration 42F (8598.440000 sec): 3 clusters
  Score: Raw -1504239.844610 + Penalty 3072.623867 = -1501167.220742
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.450000 sec): 2 clusters
  Score: Raw -279000.497709 + Penalty 1271.861841 = -277728.635868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.460000 sec): 3 clusters
  Score: Raw -277877.424580 + Penalty 2543.723682 = -275333.700898
  nChanged 931
		SP:Iteration 1F (8598.460000 sec): 3 clusters
  Score: Raw -278486.588314 + Penalty 2543.723682 = -275942.864632
  nChanged 209
		SP:Iteration 2F (8598.470000 sec): 3 clusters
  Score: Raw -278643.802496 + Penalty 2543.723682 = -276100.078814
  nChanged 135
		SP:Iteration 3F (8598.480000 sec): 3 clusters
  Score: Raw -278733.062467 + Penalty 2543.723682 = -276189.338785
  nChanged 95
		SP:Iteration 4Q (8598.480000 sec): 3 clusters
  Score: Raw -278783.771460 + Penalty 2543.723682 = -276240.047778
  nChanged 79
		SP:Iteration 5Q (8598.490000 sec): 3 clusters
  Score: Raw -278834.911562 + Penalty 2543.723682 = -276291.187880
  nChanged 89
		SP:Iteration 6Q (8598.500000 sec): 3 clusters
  Score: Raw -278910.454207 + Penalty 2543.723682 = -276366.730525
  nChanged 88
		SP:Iteration 7Q (8598.500000 sec): 3 clusters
  Score: Raw -278982.592427 + Penalty 2543.723682 = -276438.868745
  nChanged 84
		SP:Iteration 8Q (8598.510000 sec): 3 clusters
  Score: Raw -279045.769577 + Penalty 2543.723682 = -276502.045895
  nChanged 83
		SP:Iteration 9Q (8598.510000 sec): 3 clusters
  Score: Raw -279106.081410 + Penalty 2543.723682 = -276562.357728
  nChanged 71
		SP:Iteration 10Q (8598.520000 sec): 3 clusters
  Score: Raw -279150.075830 + Penalty 2543.723682 = -276606.352149
  nChanged 58
		SP:Iteration 11Q (8598.520000 sec): 3 clusters
  Score: Raw -279189.725794 + Penalty 2543.723682 = -276646.002112
  nChanged 57
		SP:Iteration 12Q (8598.530000 sec): 3 clusters
  Score: Raw -279226.612933 + Penalty 2543.723682 = -276682.889251
  nChanged 48
		SP:Iteration 13Q (8598.540000 sec): 3 clusters
  Score: Raw -279252.850955 + Penalty 2543.723682 = -276709.127273
  nChanged 36
		SP:Iteration 14Q (8598.540000 sec): 3 clusters
  Score: Raw -279275.500109 + Penalty 2543.723682 = -276731.776427
  nChanged 37
		SP:Iteration 15Q (8598.550000 sec): 3 clusters
  Score: Raw -279298.776982 + Penalty 2543.723682 = -276755.053300
  nChanged 34
		SP:Iteration 16Q (8598.560000 sec): 3 clusters
  Score: Raw -279320.855648 + Penalty 2543.723682 = -276777.131966
  nChanged 26
		SP:Iteration 17Q (8598.560000 sec): 3 clusters
  Score: Raw -279339.500686 + Penalty 2543.723682 = -276795.777005
  nChanged 31
		SP:Iteration 18Q (8598.570000 sec): 3 clusters
  Score: Raw -279356.965310 + Penalty 2543.723682 = -276813.241628
  nChanged 26
		SP:Iteration 19Q (8598.580000 sec): 3 clusters
  Score: Raw -279372.213451 + Penalty 2543.723682 = -276828.489769
  nChanged 21
		SP:Iteration 20F (8598.580000 sec): 3 clusters
  Score: Raw -279386.399402 + Penalty 2543.723682 = -276842.675721
  nChanged 24
		SP:Iteration 21Q (8598.590000 sec): 3 clusters
  Score: Raw -279406.179149 + Penalty 2543.723682 = -276862.455467
  nChanged 25
		SP:Iteration 22Q (8598.590000 sec): 3 clusters
  Score: Raw -279423.719150 + Penalty 2543.723682 = -276879.995468
  nChanged 13
		SP:Iteration 23Q (8598.600000 sec): 3 clusters
  Score: Raw -279431.392849 + Penalty 2543.723682 = -276887.669167
  nChanged 9
		SP:Iteration 24Q (8598.600000 sec): 3 clusters
  Score: Raw -279436.391211 + Penalty 2543.723682 = -276892.667529
  nChanged 10
		SP:Iteration 25Q (8598.610000 sec): 3 clusters
  Score: Raw -279444.003011 + Penalty 2543.723682 = -276900.279329
  nChanged 12
		SP:Iteration 26Q (8598.620000 sec): 3 clusters
  Score: Raw -279450.318503 + Penalty 2543.723682 = -276906.594821
  nChanged 8
		SP:Iteration 27Q (8598.620000 sec): 3 clusters
  Score: Raw -279453.940148 + Penalty 2543.723682 = -276910.216466
  nChanged 4
		SP:Iteration 28Q (8598.630000 sec): 3 clusters
  Score: Raw -279455.713296 + Penalty 2543.723682 = -276911.989614
  nChanged 4
		SP:Iteration 29Q (8598.640000 sec): 3 clusters
  Score: Raw -279458.483922 + Penalty 2543.723682 = -276914.760240
  nChanged 2
		SP:Iteration 30Q (8598.640000 sec): 3 clusters
  Score: Raw -279459.177788 + Penalty 2543.723682 = -276915.454106
  nChanged 1
		SP:Iteration 31Q (8598.650000 sec): 3 clusters
  Score: Raw -279459.914121 + Penalty 2543.723682 = -276916.190439
  nChanged 0
		SP:Iteration 32F (8598.660000 sec): 3 clusters
  Score: Raw -279459.914121 + Penalty 2543.723682 = -276916.190439
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8598.670000 sec): 2 clusters
  Score: Raw -483881.262985 + Penalty 1367.139332 = -482514.123653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.680000 sec): 3 clusters
  Score: Raw -481519.108121 + Penalty 2734.278664 = -478784.829456
  nChanged 1830
		SP:Iteration 1F (8598.690000 sec): 3 clusters
  Score: Raw -482668.204003 + Penalty 2734.278664 = -479933.925339
  nChanged 396
		SP:Iteration 2F (8598.700000 sec): 3 clusters
  Score: Raw -483025.791719 + Penalty 2734.278664 = -480291.513055
  nChanged 344
		SP:Iteration 3F (8598.720000 sec): 3 clusters
  Score: Raw -483337.167719 + Penalty 2734.278664 = -480602.889055
  nChanged 290
		SP:Iteration 4F (8598.730000 sec): 3 clusters
  Score: Raw -483564.857763 + Penalty 2734.278664 = -480830.579099
  nChanged 220
		SP:Iteration 5Q (8598.740000 sec): 3 clusters
  Score: Raw -483725.949597 + Penalty 2734.278664 = -480991.670933
  nChanged 195
		SP:Iteration 6Q (8598.750000 sec): 3 clusters
  Score: Raw -483859.190608 + Penalty 2734.278664 = -481124.911944
  nChanged 162
		SP:Iteration 7Q (8598.760000 sec): 3 clusters
  Score: Raw -483957.252471 + Penalty 2734.278664 = -481222.973807
  nChanged 130
		SP:Iteration 8Q (8598.770000 sec): 3 clusters
  Score: Raw -484053.944707 + Penalty 2734.278664 = -481319.666043
  nChanged 141
		SP:Iteration 9Q (8598.780000 sec): 3 clusters
  Score: Raw -484155.364931 + Penalty 2734.278664 = -481421.086267
  nChanged 124
		SP:Iteration 10Q (8598.790000 sec): 3 clusters
  Score: Raw -484237.658393 + Penalty 2734.278664 = -481503.379729
  nChanged 105
		SP:Iteration 11Q (8598.800000 sec): 3 clusters
  Score: Raw -484303.691071 + Penalty 2734.278664 = -481569.412406
  nChanged 90
		SP:Iteration 12Q (8598.810000 sec): 3 clusters
  Score: Raw -484354.581043 + Penalty 2734.278664 = -481620.302379
  nChanged 80
		SP:Iteration 13Q (8598.820000 sec): 3 clusters
  Score: Raw -484385.525860 + Penalty 2734.278664 = -481651.247196
  nChanged 53
		SP:Iteration 14Q (8598.830000 sec): 3 clusters
  Score: Raw -484405.514490 + Penalty 2734.278664 = -481671.235826
  nChanged 41
		SP:Iteration 15Q (8598.840000 sec): 3 clusters
  Score: Raw -484421.705366 + Penalty 2734.278664 = -481687.426702
  nChanged 28
		SP:Iteration 16Q (8598.860000 sec): 3 clusters
  Score: Raw -484430.492729 + Penalty 2734.278664 = -481696.214065
  nChanged 21
		SP:Iteration 17Q (8598.860000 sec): 3 clusters
  Score: Raw -484435.293098 + Penalty 2734.278664 = -481701.014433
  nChanged 18
		SP:Iteration 18Q (8598.880000 sec): 3 clusters
  Score: Raw -484440.145075 + Penalty 2734.278664 = -481705.866411
  nChanged 14
		SP:Iteration 19Q (8598.880000 sec): 3 clusters
  Score: Raw -484442.647879 + Penalty 2734.278664 = -481708.369214
  nChanged 7
		SP:Iteration 20F (8598.900000 sec): 3 clusters
  Score: Raw -484447.142370 + Penalty 2734.278664 = -481712.863706
  nChanged 4
		SP:Iteration 21Q (8598.910000 sec): 3 clusters
  Score: Raw -484449.013059 + Penalty 2734.278664 = -481714.734394
  nChanged 5
		SP:Iteration 22Q (8598.920000 sec): 3 clusters
  Score: Raw -484450.384723 + Penalty 2734.278664 = -481716.106059
  nChanged 6
		SP:Iteration 23Q (8598.930000 sec): 3 clusters
  Score: Raw -484451.988537 + Penalty 2734.278664 = -481717.709873
  nChanged 3
		SP:Iteration 24Q (8598.940000 sec): 3 clusters
  Score: Raw -484452.257985 + Penalty 2734.278664 = -481717.979321
  nChanged 1
		SP:Iteration 25Q (8598.950000 sec): 3 clusters
  Score: Raw -484452.370920 + Penalty 2734.278664 = -481718.092255
  nChanged 1
		SP:Iteration 26Q (8598.960000 sec): 3 clusters
  Score: Raw -484452.644807 + Penalty 2734.278664 = -481718.366142
  nChanged 5
		SP:Iteration 27Q (8598.970000 sec): 3 clusters
  Score: Raw -484453.196583 + Penalty 2734.278664 = -481718.917919
  nChanged 2
		SP:Iteration 28Q (8598.980000 sec): 3 clusters
  Score: Raw -484453.619257 + Penalty 2734.278664 = -481719.340593
  nChanged 2
		SP:Iteration 29Q (8598.990000 sec): 3 clusters
  Score: Raw -484453.956008 + Penalty 2734.278664 = -481719.677343
  nChanged 3
		SP:Iteration 30Q (8599.000000 sec): 3 clusters
  Score: Raw -484454.510226 + Penalty 2734.278664 = -481720.231561
  nChanged 3
		SP:Iteration 31Q (8599.010000 sec): 3 clusters
  Score: Raw -484455.015018 + Penalty 2734.278664 = -481720.736353
  nChanged 2
		SP:Iteration 32Q (8599.020000 sec): 3 clusters
  Score: Raw -484455.509207 + Penalty 2734.278664 = -481721.230543
  nChanged 1
		SP:Iteration 33Q (8599.030000 sec): 3 clusters
  Score: Raw -484455.663675 + Penalty 2734.278664 = -481721.385010
  nChanged 2
		SP:Iteration 34Q (8599.040000 sec): 3 clusters
  Score: Raw -484455.886014 + Penalty 2734.278664 = -481721.607350
  nChanged 0
		SP:Iteration 35F (8599.060000 sec): 3 clusters
  Score: Raw -484455.886014 + Penalty 2734.278664 = -481721.607350
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.070000 sec): 2 clusters
  Score: Raw -528494.918436 + Penalty 1377.071425 = -527117.847011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.080000 sec): 3 clusters
  Score: Raw -526046.955840 + Penalty 2754.142849 = -523292.812990
  nChanged 1885
		SP:Iteration 1F (8599.100000 sec): 3 clusters
  Score: Raw -527129.653181 + Penalty 2754.142849 = -524375.510331
  nChanged 357
		SP:Iteration 2F (8599.110000 sec): 3 clusters
  Score: Raw -527365.817983 + Penalty 2754.142849 = -524611.675134
  nChanged 296
		SP:Iteration 3F (8599.120000 sec): 3 clusters
  Score: Raw -527534.522114 + Penalty 2754.142849 = -524780.379264
  nChanged 219
		SP:Iteration 4Q (8599.130000 sec): 3 clusters
  Score: Raw -527635.701330 + Penalty 2754.142849 = -524881.558480
  nChanged 165
		SP:Iteration 5Q (8599.140000 sec): 3 clusters
  Score: Raw -527708.461126 + Penalty 2754.142849 = -524954.318277
  nChanged 148
		SP:Iteration 6Q (8599.160000 sec): 3 clusters
  Score: Raw -527775.225529 + Penalty 2754.142849 = -525021.082680
  nChanged 131
		SP:Iteration 7Q (8599.170000 sec): 3 clusters
  Score: Raw -527827.871705 + Penalty 2754.142849 = -525073.728856
  nChanged 100
		SP:Iteration 8Q (8599.180000 sec): 3 clusters
  Score: Raw -527867.571212 + Penalty 2754.142849 = -525113.428363
  nChanged 104
		SP:Iteration 9Q (8599.190000 sec): 3 clusters
  Score: Raw -527909.965644 + Penalty 2754.142849 = -525155.822795
  nChanged 100
		SP:Iteration 10Q (8599.200000 sec): 3 clusters
  Score: Raw -527946.666897 + Penalty 2754.142849 = -525192.524048
  nChanged 89
		SP:Iteration 11Q (8599.210000 sec): 3 clusters
  Score: Raw -527984.396162 + Penalty 2754.142849 = -525230.253313
  nChanged 89
		SP:Iteration 12Q (8599.220000 sec): 3 clusters
  Score: Raw -528024.648067 + Penalty 2754.142849 = -525270.505218
  nChanged 99
		SP:Iteration 13Q (8599.240000 sec): 3 clusters
  Score: Raw -528066.892121 + Penalty 2754.142849 = -525312.749272
  nChanged 97
		SP:Iteration 14Q (8599.250000 sec): 3 clusters
  Score: Raw -528105.894848 + Penalty 2754.142849 = -525351.751999
  nChanged 97
		SP:Iteration 15Q (8599.260000 sec): 3 clusters
  Score: Raw -528138.685229 + Penalty 2754.142849 = -525384.542379
  nChanged 91
		SP:Iteration 16Q (8599.270000 sec): 3 clusters
  Score: Raw -528175.166201 + Penalty 2754.142849 = -525421.023352
  nChanged 104
		SP:Iteration 17Q (8599.280000 sec): 3 clusters
  Score: Raw -528219.990413 + Penalty 2754.142849 = -525465.847563
  nChanged 104
		SP:Iteration 18Q (8599.300000 sec): 3 clusters
  Score: Raw -528267.470507 + Penalty 2754.142849 = -525513.327658
  nChanged 124
		SP:Iteration 19Q (8599.310000 sec): 3 clusters
  Score: Raw -528329.067644 + Penalty 2754.142849 = -525574.924795
  nChanged 136
		SP:Iteration 20F (8599.320000 sec): 3 clusters
  Score: Raw -528401.391147 + Penalty 2754.142849 = -525647.248298
  nChanged 116
		SP:Iteration 21Q (8599.330000 sec): 3 clusters
  Score: Raw -528464.823713 + Penalty 2754.142849 = -525710.680864
  nChanged 118
		SP:Iteration 22Q (8599.340000 sec): 3 clusters
  Score: Raw -528539.273341 + Penalty 2754.142849 = -525785.130491
  nChanged 109
		SP:Iteration 23Q (8599.360000 sec): 3 clusters
  Score: Raw -528613.446800 + Penalty 2754.142849 = -525859.303951
  nChanged 109
		SP:Iteration 24Q (8599.370000 sec): 3 clusters
  Score: Raw -528685.234696 + Penalty 2754.142849 = -525931.091847
  nChanged 98
		SP:Iteration 25Q (8599.380000 sec): 3 clusters
  Score: Raw -528750.719586 + Penalty 2754.142849 = -525996.576737
  nChanged 71
		SP:Iteration 26Q (8599.390000 sec): 3 clusters
  Score: Raw -528797.508856 + Penalty 2754.142849 = -526043.366007
  nChanged 64
		SP:Iteration 27Q (8599.400000 sec): 3 clusters
  Score: Raw -528846.419399 + Penalty 2754.142849 = -526092.276550
  nChanged 51
		SP:Iteration 28Q (8599.410000 sec): 3 clusters
  Score: Raw -528878.213450 + Penalty 2754.142849 = -526124.070601
  nChanged 37
		SP:Iteration 29Q (8599.420000 sec): 3 clusters
  Score: Raw -528898.866496 + Penalty 2754.142849 = -526144.723646
  nChanged 37
		SP:Iteration 30Q (8599.440000 sec): 3 clusters
  Score: Raw -528922.962458 + Penalty 2754.142849 = -526168.819609
  nChanged 24
		SP:Iteration 31Q (8599.450000 sec): 3 clusters
  Score: Raw -528935.282375 + Penalty 2754.142849 = -526181.139526
  nChanged 19
		SP:Iteration 32Q (8599.460000 sec): 3 clusters
  Score: Raw -528944.650863 + Penalty 2754.142849 = -526190.508014
  nChanged 13
		SP:Iteration 33Q (8599.470000 sec): 3 clusters
  Score: Raw -528951.996771 + Penalty 2754.142849 = -526197.853922
  nChanged 15
		SP:Iteration 34Q (8599.480000 sec): 3 clusters
  Score: Raw -528960.025503 + Penalty 2754.142849 = -526205.882654
  nChanged 10
		SP:Iteration 35Q (8599.490000 sec): 3 clusters
  Score: Raw -528965.169565 + Penalty 2754.142849 = -526211.026716
  nChanged 7
		SP:Iteration 36Q (8599.500000 sec): 3 clusters
  Score: Raw -528970.078800 + Penalty 2754.142849 = -526215.935950
  nChanged 16
		SP:Iteration 37Q (8599.510000 sec): 3 clusters
  Score: Raw -528980.276037 + Penalty 2754.142849 = -526226.133188
  nChanged 17
		SP:Iteration 38Q (8599.520000 sec): 3 clusters
  Score: Raw -528989.091224 + Penalty 2754.142849 = -526234.948375
  nChanged 9
		SP:Iteration 39Q (8599.530000 sec): 3 clusters
  Score: Raw -528996.083219 + Penalty 2754.142849 = -526241.940370
  nChanged 5
		SP:Iteration 40F (8599.540000 sec): 3 clusters
  Score: Raw -529000.029685 + Penalty 2754.142849 = -526245.886835
  nChanged 1
		SP:Iteration 41Q (8599.560000 sec): 3 clusters
  Score: Raw -529000.489279 + Penalty 2754.142849 = -526246.346430
  nChanged 2
		SP:Iteration 42Q (8599.570000 sec): 3 clusters
  Score: Raw -529001.091012 + Penalty 2754.142849 = -526246.948163
  nChanged 0
		SP:Iteration 43F (8599.580000 sec): 3 clusters
  Score: Raw -529001.091012 + Penalty 2754.142849 = -526246.948163
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.590000 sec): 2 clusters
  Score: Raw -142254.881570 + Penalty 1164.768992 = -141090.112577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.590000 sec): 3 clusters
  Score: Raw -141790.582608 + Penalty 2329.537985 = -139461.044623
  nChanged 410
		SP:Iteration 1F (8599.600000 sec): 3 clusters
  Score: Raw -142138.242813 + Penalty 2329.537985 = -139808.704828
  nChanged 99
		SP:Iteration 2F (8599.600000 sec): 3 clusters
  Score: Raw -142256.844409 + Penalty 2329.537985 = -139927.306424
  nChanged 64
		SP:Iteration 3Q (8599.600000 sec): 3 clusters
  Score: Raw -142323.769203 + Penalty 2329.537985 = -139994.231218
  nChanged 45
		SP:Iteration 4Q (8599.600000 sec): 3 clusters
  Score: Raw -142384.707564 + Penalty 2329.537985 = -140055.169579
  nChanged 55
		SP:Iteration 5Q (8599.610000 sec): 3 clusters
  Score: Raw -142443.882941 + Penalty 2329.537985 = -140114.344956
  nChanged 51
		SP:Iteration 6Q (8599.610000 sec): 3 clusters
  Score: Raw -142501.681985 + Penalty 2329.537985 = -140172.144000
  nChanged 48
		SP:Iteration 7Q (8599.610000 sec): 3 clusters
  Score: Raw -142559.512093 + Penalty 2329.537985 = -140229.974108
  nChanged 38
		SP:Iteration 8Q (8599.620000 sec): 3 clusters
  Score: Raw -142604.505015 + Penalty 2329.537985 = -140274.967030
  nChanged 30
		SP:Iteration 9Q (8599.620000 sec): 3 clusters
  Score: Raw -142634.679724 + Penalty 2329.537985 = -140305.141739
  nChanged 19
		SP:Iteration 10Q (8599.620000 sec): 3 clusters
  Score: Raw -142651.379194 + Penalty 2329.537985 = -140321.841210
  nChanged 13
		SP:Iteration 11Q (8599.620000 sec): 3 clusters
  Score: Raw -142663.061456 + Penalty 2329.537985 = -140333.523471
  nChanged 9
		SP:Iteration 12Q (8599.630000 sec): 3 clusters
  Score: Raw -142670.676980 + Penalty 2329.537985 = -140341.138995
  nChanged 5
		SP:Iteration 13Q (8599.630000 sec): 3 clusters
  Score: Raw -142676.481611 + Penalty 2329.537985 = -140346.943626
  nChanged 6
		SP:Iteration 14Q (8599.640000 sec): 3 clusters
  Score: Raw -142681.957712 + Penalty 2329.537985 = -140352.419728
  nChanged 7
		SP:Iteration 15Q (8599.640000 sec): 3 clusters
  Score: Raw -142688.219899 + Penalty 2329.537985 = -140358.681914
  nChanged 7
		SP:Iteration 16Q (8599.640000 sec): 3 clusters
  Score: Raw -142693.939015 + Penalty 2329.537985 = -140364.401031
  nChanged 4
		SP:Iteration 17Q (8599.640000 sec): 3 clusters
  Score: Raw -142698.772408 + Penalty 2329.537985 = -140369.234423
  nChanged 4
		SP:Iteration 18Q (8599.650000 sec): 3 clusters
  Score: Raw -142700.907914 + Penalty 2329.537985 = -140371.369930
  nChanged 0
		SP:Iteration 19F (8599.650000 sec): 3 clusters
  Score: Raw -142700.907914 + Penalty 2329.537985 = -140371.369930
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (1100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.660000 sec): 2 clusters
  Score: Raw -111094.118086 + Penalty 1137.998137 = -109956.119949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.660000 sec): 3 clusters
  Score: Raw -110761.222183 + Penalty 2275.996274 = -108485.225909
  nChanged 353
		SP:Iteration 1F (8599.660000 sec): 3 clusters
  Score: Raw -111151.075053 + Penalty 2275.996274 = -108875.078779
  nChanged 106
		SP:Iteration 2F (8599.660000 sec): 3 clusters
  Score: Raw -111277.729305 + Penalty 2275.996274 = -109001.733031
  nChanged 52
		SP:Iteration 3Q (8599.670000 sec): 3 clusters
  Score: Raw -111347.690524 + Penalty 2275.996274 = -109071.694250
  nChanged 42
		SP:Iteration 4Q (8599.670000 sec): 3 clusters
  Score: Raw -111406.850935 + Penalty 2275.996274 = -109130.854661
  nChanged 23
		SP:Iteration 5Q (8599.670000 sec): 3 clusters
  Score: Raw -111436.804538 + Penalty 2275.996274 = -109160.808264
  nChanged 21
		SP:Iteration 6Q (8599.680000 sec): 3 clusters
  Score: Raw -111457.692068 + Penalty 2275.996274 = -109181.695794
  nChanged 15
		SP:Iteration 7Q (8599.680000 sec): 3 clusters
  Score: Raw -111479.727334 + Penalty 2275.996274 = -109203.731060
  nChanged 16
		SP:Iteration 8Q (8599.680000 sec): 3 clusters
  Score: Raw -111491.609390 + Penalty 2275.996274 = -109215.613116
  nChanged 9
		SP:Iteration 9Q (8599.680000 sec): 3 clusters
  Score: Raw -111500.288931 + Penalty 2275.996274 = -109224.292657
  nChanged 9
		SP:Iteration 10Q (8599.680000 sec): 3 clusters
  Score: Raw -111512.626320 + Penalty 2275.996274 = -109236.630046
  nChanged 14
		SP:Iteration 11Q (8599.690000 sec): 3 clusters
  Score: Raw -111535.224283 + Penalty 2275.996274 = -109259.228009
  nChanged 13
		SP:Iteration 12Q (8599.690000 sec): 3 clusters
  Score: Raw -111547.227832 + Penalty 2275.996274 = -109271.231558
  nChanged 11
		SP:Iteration 13Q (8599.690000 sec): 3 clusters
  Score: Raw -111560.449465 + Penalty 2275.996274 = -109284.453190
  nChanged 9
		SP:Iteration 14Q (8599.700000 sec): 3 clusters
  Score: Raw -111571.575317 + Penalty 2275.996274 = -109295.579043
  nChanged 8
		SP:Iteration 15Q (8599.700000 sec): 3 clusters
  Score: Raw -111584.118268 + Penalty 2275.996274 = -109308.121994
  nChanged 12
		SP:Iteration 16Q (8599.700000 sec): 3 clusters
  Score: Raw -111610.476824 + Penalty 2275.996274 = -109334.480550
  nChanged 19
		SP:Iteration 17Q (8599.700000 sec): 3 clusters
  Score: Raw -111654.647147 + Penalty 2275.996274 = -109378.650873
  nChanged 20
		SP:Iteration 18Q (8599.700000 sec): 3 clusters
  Score: Raw -111713.150642 + Penalty 2275.996274 = -109437.154368
  nChanged 20
		SP:Iteration 19Q (8599.710000 sec): 3 clusters
  Score: Raw -111760.066289 + Penalty 2275.996274 = -109484.070015
  nChanged 17
		SP:Iteration 20F (8599.710000 sec): 3 clusters
  Score: Raw -111783.698454 + Penalty 2275.996274 = -109507.702180
  nChanged 11
		SP:Iteration 21Q (8599.710000 sec): 3 clusters
  Score: Raw -111793.043129 + Penalty 2275.996274 = -109517.046855
  nChanged 8
		SP:Iteration 22Q (8599.720000 sec): 3 clusters
  Score: Raw -111799.405023 + Penalty 2275.996274 = -109523.408749
  nChanged 2
		SP:Iteration 23Q (8599.720000 sec): 3 clusters
  Score: Raw -111801.970051 + Penalty 2275.996274 = -109525.973776
  nChanged 0
		SP:Iteration 24F (8599.720000 sec): 3 clusters
  Score: Raw -111801.970051 + Penalty 2275.996274 = -109525.973776
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (33026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8599.820000 sec): 2 clusters
  Score: Raw -4043075.483784 + Penalty 1690.820691 = -4041384.663093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8599.910000 sec): 3 clusters
  Score: Raw -4022812.733502 + Penalty 3381.641383 = -4019431.092119
  nChanged 15089
		SP:Iteration 1F (8600.000000 sec): 3 clusters
  Score: Raw -4031010.691289 + Penalty 3381.641383 = -4027629.049906
  nChanged 1322
		SP:Iteration 2Q (8600.090000 sec): 3 clusters
  Score: Raw -4031361.738627 + Penalty 3381.641383 = -4027980.097244
  nChanged 1169
		SP:Iteration 3Q (8600.180000 sec): 3 clusters
  Score: Raw -4031676.878830 + Penalty 3381.641383 = -4028295.237448
  nChanged 1138
		SP:Iteration 4Q (8600.260000 sec): 3 clusters
  Score: Raw -4031987.316692 + Penalty 3381.641383 = -4028605.675310
  nChanged 1069
		SP:Iteration 5Q (8600.360000 sec): 3 clusters
  Score: Raw -4032305.754104 + Penalty 3381.641383 = -4028924.112721
  nChanged 1150
		SP:Iteration 6Q (8600.440000 sec): 3 clusters
  Score: Raw -4032716.044613 + Penalty 3381.641383 = -4029334.403230
  nChanged 1206
		SP:Iteration 7Q (8600.530000 sec): 3 clusters
  Score: Raw -4033254.682790 + Penalty 3381.641383 = -4029873.041407
  nChanged 1398
		SP:Iteration 8Q (8600.620000 sec): 3 clusters
  Score: Raw -4034050.891899 + Penalty 3381.641383 = -4030669.250516
  nChanged 1637
		SP:Iteration 9Q (8600.710000 sec): 3 clusters
  Score: Raw -4035212.361385 + Penalty 3381.641383 = -4031830.720003
  nChanged 1899
		SP:Iteration 10F (8600.800000 sec): 3 clusters
  Score: Raw -4036610.229681 + Penalty 3381.641383 = -4033228.588298
  nChanged 1778
		SP:Iteration 11F (8600.880000 sec): 3 clusters
  Score: Raw -4037732.560113 + Penalty 3381.641383 = -4034350.918730
  nChanged 1440
		SP:Iteration 12Q (8600.970000 sec): 3 clusters
  Score: Raw -4038376.812444 + Penalty 3381.641383 = -4034995.171061
  nChanged 974
		SP:Iteration 13Q (8601.060000 sec): 3 clusters
  Score: Raw -4038655.412328 + Penalty 3381.641383 = -4035273.770945
  nChanged 596
		SP:Iteration 14Q (8601.140000 sec): 3 clusters
  Score: Raw -4038787.121827 + Penalty 3381.641383 = -4035405.480445
  nChanged 446
		SP:Iteration 15Q (8601.220000 sec): 3 clusters
  Score: Raw -4038885.424146 + Penalty 3381.641383 = -4035503.782763
  nChanged 376
		SP:Iteration 16Q (8601.310000 sec): 3 clusters
  Score: Raw -4038972.312926 + Penalty 3381.641383 = -4035590.671543
  nChanged 372
		SP:Iteration 17Q (8601.390000 sec): 3 clusters
  Score: Raw -4039062.529327 + Penalty 3381.641383 = -4035680.887944
  nChanged 363
		SP:Iteration 18Q (8601.470000 sec): 3 clusters
  Score: Raw -4039147.545325 + Penalty 3381.641383 = -4035765.903942
  nChanged 342
		SP:Iteration 19Q (8601.560000 sec): 3 clusters
  Score: Raw -4039228.493572 + Penalty 3381.641383 = -4035846.852189
  nChanged 348
		SP:Iteration 20F (8601.640000 sec): 3 clusters
  Score: Raw -4039302.496736 + Penalty 3381.641383 = -4035920.855353
  nChanged 323
		SP:Iteration 21Q (8601.720000 sec): 3 clusters
  Score: Raw -4039367.701692 + Penalty 3381.641383 = -4035986.060309
  nChanged 314
		SP:Iteration 22Q (8601.800000 sec): 3 clusters
  Score: Raw -4039436.040091 + Penalty 3381.641383 = -4036054.398708
  nChanged 322
		SP:Iteration 23Q (8601.890000 sec): 3 clusters
  Score: Raw -4039503.716604 + Penalty 3381.641383 = -4036122.075221
  nChanged 315
		SP:Iteration 24Q (8601.970000 sec): 3 clusters
  Score: Raw -4039573.119988 + Penalty 3381.641383 = -4036191.478605
  nChanged 318
		SP:Iteration 25Q (8602.050000 sec): 3 clusters
  Score: Raw -4039644.292817 + Penalty 3381.641383 = -4036262.651434
  nChanged 311
		SP:Iteration 26Q (8602.130000 sec): 3 clusters
  Score: Raw -4039721.822194 + Penalty 3381.641383 = -4036340.180811
  nChanged 338
		SP:Iteration 27Q (8602.210000 sec): 3 clusters
  Score: Raw -4039804.495700 + Penalty 3381.641383 = -4036422.854318
  nChanged 336
		SP:Iteration 28Q (8602.290000 sec): 3 clusters
  Score: Raw -4039889.102304 + Penalty 3381.641383 = -4036507.460921
  nChanged 361
		SP:Iteration 29Q (8602.370000 sec): 3 clusters
  Score: Raw -4039980.266831 + Penalty 3381.641383 = -4036598.625448
  nChanged 329
		SP:Iteration 30Q (8602.450000 sec): 3 clusters
  Score: Raw -4040064.601803 + Penalty 3381.641383 = -4036682.960420
  nChanged 328
		SP:Iteration 31Q (8602.530000 sec): 3 clusters
  Score: Raw -4040147.453865 + Penalty 3381.641383 = -4036765.812482
  nChanged 325
		SP:Iteration 32Q (8602.610000 sec): 3 clusters
  Score: Raw -4040227.201074 + Penalty 3381.641383 = -4036845.559691
  nChanged 327
		SP:Iteration 33Q (8602.690000 sec): 3 clusters
  Score: Raw -4040318.178861 + Penalty 3381.641383 = -4036936.537478
  nChanged 342
		SP:Iteration 34Q (8602.760000 sec): 3 clusters
  Score: Raw -4040418.204850 + Penalty 3381.641383 = -4037036.563467
  nChanged 379
		SP:Iteration 35Q (8602.840000 sec): 3 clusters
  Score: Raw -4040532.259033 + Penalty 3381.641383 = -4037150.617650
  nChanged 377
		SP:Iteration 36Q (8602.920000 sec): 3 clusters
  Score: Raw -4040652.133728 + Penalty 3381.641383 = -4037270.492345
  nChanged 420
		SP:Iteration 37Q (8602.990000 sec): 3 clusters
  Score: Raw -4040798.167712 + Penalty 3381.641383 = -4037416.526329
  nChanged 411
		SP:Iteration 38Q (8603.070000 sec): 3 clusters
  Score: Raw -4040951.934694 + Penalty 3381.641383 = -4037570.293311
  nChanged 408
		SP:Iteration 39Q (8603.140000 sec): 3 clusters
  Score: Raw -4041110.409265 + Penalty 3381.641383 = -4037728.767882
  nChanged 413
		SP:Iteration 40F (8603.230000 sec): 3 clusters
  Score: Raw -4041281.293594 + Penalty 3381.641383 = -4037899.652211
  nChanged 391
		SP:Iteration 41Q (8603.300000 sec): 3 clusters
  Score: Raw -4041458.690589 + Penalty 3381.641383 = -4038077.049206
  nChanged 402
		SP:Iteration 42Q (8603.370000 sec): 3 clusters
  Score: Raw -4041659.900425 + Penalty 3381.641383 = -4038278.259042
  nChanged 398
		SP:Iteration 43Q (8603.440000 sec): 3 clusters
  Score: Raw -4041875.092276 + Penalty 3381.641383 = -4038493.450893
  nChanged 375
		SP:Iteration 44Q (8603.510000 sec): 3 clusters
  Score: Raw -4042073.784030 + Penalty 3381.641383 = -4038692.142647
  nChanged 347
		SP:Iteration 45Q (8603.580000 sec): 3 clusters
  Score: Raw -4042251.486934 + Penalty 3381.641383 = -4038869.845551
  nChanged 286
		SP:Iteration 46Q (8603.650000 sec): 3 clusters
  Score: Raw -4042400.161086 + Penalty 3381.641383 = -4039018.519703
  nChanged 258
		SP:Iteration 47Q (8603.720000 sec): 3 clusters
  Score: Raw -4042546.085059 + Penalty 3381.641383 = -4039164.443676
  nChanged 255
		SP:Iteration 48Q (8603.780000 sec): 3 clusters
  Score: Raw -4042707.213235 + Penalty 3381.641383 = -4039325.571852
  nChanged 234
		SP:Iteration 49Q (8603.840000 sec): 3 clusters
  Score: Raw -4042863.184813 + Penalty 3381.641383 = -4039481.543430
  nChanged 219
		SP:Iteration 50Q (8603.910000 sec): 3 clusters
  Score: Raw -4043000.249508 + Penalty 3381.641383 = -4039618.608125
  nChanged 175
		SP:Iteration 51Q (8603.970000 sec): 3 clusters
  Score: Raw -4043102.438463 + Penalty 3381.641383 = -4039720.797080
  nChanged 137
		SP:Iteration 52Q (8604.040000 sec): 3 clusters
  Score: Raw -4043172.260142 + Penalty 3381.641383 = -4039790.618760
  nChanged 105
		SP:Iteration 53Q (8604.100000 sec): 3 clusters
  Score: Raw -4043222.314952 + Penalty 3381.641383 = -4039840.673569
  nChanged 84
		SP:Iteration 54Q (8604.160000 sec): 3 clusters
  Score: Raw -4043257.580260 + Penalty 3381.641383 = -4039875.938877
  nChanged 58
		SP:Iteration 55Q (8604.220000 sec): 3 clusters
  Score: Raw -4043281.401085 + Penalty 3381.641383 = -4039899.759702
  nChanged 51
		SP:Iteration 56Q (8604.280000 sec): 3 clusters
  Score: Raw -4043302.350669 + Penalty 3381.641383 = -4039920.709287
  nChanged 32
		SP:Iteration 57Q (8604.350000 sec): 3 clusters
  Score: Raw -4043315.130659 + Penalty 3381.641383 = -4039933.489276
  nChanged 19
		SP:Iteration 58Q (8604.410000 sec): 3 clusters
  Score: Raw -4043324.713876 + Penalty 3381.641383 = -4039943.072493
  nChanged 24
		SP:Iteration 59Q (8604.470000 sec): 3 clusters
  Score: Raw -4043335.159573 + Penalty 3381.641383 = -4039953.518190
  nChanged 18
		SP:Iteration 60F (8604.560000 sec): 3 clusters
  Score: Raw -4043340.158304 + Penalty 3381.641383 = -4039958.516921
  nChanged 12
		SP:Iteration 61Q (8604.620000 sec): 3 clusters
  Score: Raw -4043344.013501 + Penalty 3381.641383 = -4039962.372118
  nChanged 9
		SP:Iteration 62Q (8604.680000 sec): 3 clusters
  Score: Raw -4043346.514806 + Penalty 3381.641383 = -4039964.873423
  nChanged 5
		SP:Iteration 63Q (8604.740000 sec): 3 clusters
  Score: Raw -4043347.944306 + Penalty 3381.641383 = -4039966.302923
  nChanged 6
		SP:Iteration 64Q (8604.800000 sec): 3 clusters
  Score: Raw -4043349.444373 + Penalty 3381.641383 = -4039967.802990
  nChanged 6
		SP:Iteration 65Q (8604.860000 sec): 3 clusters
  Score: Raw -4043351.201328 + Penalty 3381.641383 = -4039969.559945
  nChanged 4
		SP:Iteration 66Q (8604.920000 sec): 3 clusters
  Score: Raw -4043352.264723 + Penalty 3381.641383 = -4039970.623340
  nChanged 4
		SP:Iteration 67Q (8604.980000 sec): 3 clusters
  Score: Raw -4043354.192370 + Penalty 3381.641383 = -4039972.550987
  nChanged 6
		SP:Iteration 68Q (8605.040000 sec): 3 clusters
  Score: Raw -4043355.995174 + Penalty 3381.641383 = -4039974.353791
  nChanged 2
		SP:Iteration 69Q (8605.110000 sec): 3 clusters
  Score: Raw -4043356.522054 + Penalty 3381.641383 = -4039974.880671
  nChanged 2
		SP:Iteration 70Q (8605.170000 sec): 3 clusters
  Score: Raw -4043357.253775 + Penalty 3381.641383 = -4039975.612392
  nChanged 3
		SP:Iteration 71Q (8605.230000 sec): 3 clusters
  Score: Raw -4043358.305138 + Penalty 3381.641383 = -4039976.663755
  nChanged 4
		SP:Iteration 72Q (8605.290000 sec): 3 clusters
  Score: Raw -4043359.410900 + Penalty 3381.641383 = -4039977.769517
  nChanged 4
		SP:Iteration 73Q (8605.350000 sec): 3 clusters
  Score: Raw -4043360.492555 + Penalty 3381.641383 = -4039978.851172
  nChanged 3
		SP:Iteration 74Q (8605.420000 sec): 3 clusters
  Score: Raw -4043361.597753 + Penalty 3381.641383 = -4039979.956370
  nChanged 3
		SP:Iteration 75Q (8605.480000 sec): 3 clusters
  Score: Raw -4043362.482372 + Penalty 3381.641383 = -4039980.840989
  nChanged 2
		SP:Iteration 76Q (8605.540000 sec): 3 clusters
  Score: Raw -4043363.263478 + Penalty 3381.641383 = -4039981.622095
  nChanged 3
		SP:Iteration 77Q (8605.600000 sec): 3 clusters
  Score: Raw -4043364.519452 + Penalty 3381.641383 = -4039982.878069
  nChanged 4
		SP:Iteration 78Q (8605.660000 sec): 3 clusters
  Score: Raw -4043366.047593 + Penalty 3381.641383 = -4039984.406210
  nChanged 2
		SP:Iteration 79Q (8605.720000 sec): 3 clusters
  Score: Raw -4043366.975173 + Penalty 3381.641383 = -4039985.333790
  nChanged 2
		SP:Iteration 80F (8605.810000 sec): 3 clusters
  Score: Raw -4043367.603292 + Penalty 3381.641383 = -4039985.961909
  nChanged 2
		SP:Iteration 81Q (8605.880000 sec): 3 clusters
  Score: Raw -4043368.108037 + Penalty 3381.641383 = -4039986.466654
  nChanged 0
		SP:Iteration 82F (8605.970000 sec): 3 clusters
  Score: Raw -4043368.108037 + Penalty 3381.641383 = -4039986.466654
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8606.010000 sec): 2 clusters
  Score: Raw -1155076.489575 + Penalty 1496.988768 = -1153579.500807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8606.040000 sec): 3 clusters
  Score: Raw -1149320.432825 + Penalty 2993.977535 = -1146326.455290
  nChanged 4360
		SP:Iteration 1F (8606.070000 sec): 3 clusters
  Score: Raw -1151611.015831 + Penalty 2993.977535 = -1148617.038296
  nChanged 558
		SP:Iteration 2F (8606.090000 sec): 3 clusters
  Score: Raw -1151830.887565 + Penalty 2993.977535 = -1148836.910030
  nChanged 485
		SP:Iteration 3Q (8606.110000 sec): 3 clusters
  Score: Raw -1152010.289623 + Penalty 2993.977535 = -1149016.312087
  nChanged 404
		SP:Iteration 4Q (8606.140000 sec): 3 clusters
  Score: Raw -1152169.738871 + Penalty 2993.977535 = -1149175.761336
  nChanged 341
		SP:Iteration 5Q (8606.170000 sec): 3 clusters
  Score: Raw -1152291.244113 + Penalty 2993.977535 = -1149297.266578
  nChanged 325
		SP:Iteration 6Q (8606.190000 sec): 3 clusters
  Score: Raw -1152412.789075 + Penalty 2993.977535 = -1149418.811540
  nChanged 341
		SP:Iteration 7Q (8606.220000 sec): 3 clusters
  Score: Raw -1152564.250683 + Penalty 2993.977535 = -1149570.273148
  nChanged 372
		SP:Iteration 8Q (8606.240000 sec): 3 clusters
  Score: Raw -1152748.972671 + Penalty 2993.977535 = -1149754.995136
  nChanged 417
		SP:Iteration 9Q (8606.270000 sec): 3 clusters
  Score: Raw -1152996.890744 + Penalty 2993.977535 = -1150002.913209
  nChanged 446
		SP:Iteration 10Q (8606.290000 sec): 3 clusters
  Score: Raw -1153288.550168 + Penalty 2993.977535 = -1150294.572633
  nChanged 474
		SP:Iteration 11Q (8606.320000 sec): 3 clusters
  Score: Raw -1153643.439858 + Penalty 2993.977535 = -1150649.462323
  nChanged 452
		SP:Iteration 12Q (8606.340000 sec): 3 clusters
  Score: Raw -1154049.675682 + Penalty 2993.977535 = -1151055.698147
  nChanged 415
		SP:Iteration 13Q (8606.370000 sec): 3 clusters
  Score: Raw -1154404.297769 + Penalty 2993.977535 = -1151410.320234
  nChanged 315
		SP:Iteration 14Q (8606.390000 sec): 3 clusters
  Score: Raw -1154664.993313 + Penalty 2993.977535 = -1151671.015778
  nChanged 250
		SP:Iteration 15Q (8606.410000 sec): 3 clusters
  Score: Raw -1154827.649809 + Penalty 2993.977535 = -1151833.672274
  nChanged 176
		SP:Iteration 16Q (8606.430000 sec): 3 clusters
  Score: Raw -1154924.502532 + Penalty 2993.977535 = -1151930.524997
  nChanged 137
		SP:Iteration 17Q (8606.460000 sec): 3 clusters
  Score: Raw -1154999.699827 + Penalty 2993.977535 = -1152005.722292
  nChanged 120
		SP:Iteration 18Q (8606.480000 sec): 3 clusters
  Score: Raw -1155052.307968 + Penalty 2993.977535 = -1152058.330433
  nChanged 100
		SP:Iteration 19Q (8606.500000 sec): 3 clusters
  Score: Raw -1155093.970657 + Penalty 2993.977535 = -1152099.993122
  nChanged 85
		SP:Iteration 20F (8606.530000 sec): 3 clusters
  Score: Raw -1155129.307896 + Penalty 2993.977535 = -1152135.330361
  nChanged 75
		SP:Iteration 21Q (8606.550000 sec): 3 clusters
  Score: Raw -1155160.486209 + Penalty 2993.977535 = -1152166.508674
  nChanged 62
		SP:Iteration 22Q (8606.570000 sec): 3 clusters
  Score: Raw -1155182.523248 + Penalty 2993.977535 = -1152188.545713
  nChanged 58
		SP:Iteration 23Q (8606.590000 sec): 3 clusters
  Score: Raw -1155201.243618 + Penalty 2993.977535 = -1152207.266083
  nChanged 38
		SP:Iteration 24Q (8606.610000 sec): 3 clusters
  Score: Raw -1155214.836344 + Penalty 2993.977535 = -1152220.858809
  nChanged 47
		SP:Iteration 25Q (8606.630000 sec): 3 clusters
  Score: Raw -1155230.063211 + Penalty 2993.977535 = -1152236.085676
  nChanged 46
		SP:Iteration 26Q (8606.650000 sec): 3 clusters
  Score: Raw -1155245.370535 + Penalty 2993.977535 = -1152251.392999
  nChanged 35
		SP:Iteration 27Q (8606.670000 sec): 3 clusters
  Score: Raw -1155255.495992 + Penalty 2993.977535 = -1152261.518457
  nChanged 24
		SP:Iteration 28Q (8606.690000 sec): 3 clusters
  Score: Raw -1155263.395718 + Penalty 2993.977535 = -1152269.418183
  nChanged 25
		SP:Iteration 29Q (8606.710000 sec): 3 clusters
  Score: Raw -1155272.233786 + Penalty 2993.977535 = -1152278.256251
  nChanged 25
		SP:Iteration 30Q (8606.730000 sec): 3 clusters
  Score: Raw -1155277.563191 + Penalty 2993.977535 = -1152283.585656
  nChanged 11
		SP:Iteration 31Q (8606.750000 sec): 3 clusters
  Score: Raw -1155280.023445 + Penalty 2993.977535 = -1152286.045910
  nChanged 13
		SP:Iteration 32Q (8606.770000 sec): 3 clusters
  Score: Raw -1155284.220499 + Penalty 2993.977535 = -1152290.242964
  nChanged 12
		SP:Iteration 33Q (8606.790000 sec): 3 clusters
  Score: Raw -1155288.039456 + Penalty 2993.977535 = -1152294.061921
  nChanged 14
		SP:Iteration 34Q (8606.810000 sec): 3 clusters
  Score: Raw -1155292.240578 + Penalty 2993.977535 = -1152298.263043
  nChanged 9
		SP:Iteration 35Q (8606.830000 sec): 3 clusters
  Score: Raw -1155294.241864 + Penalty 2993.977535 = -1152300.264329
  nChanged 10
		SP:Iteration 36Q (8606.850000 sec): 3 clusters
  Score: Raw -1155296.288207 + Penalty 2993.977535 = -1152302.310672
  nChanged 8
		SP:Iteration 37Q (8606.870000 sec): 3 clusters
  Score: Raw -1155297.897594 + Penalty 2993.977535 = -1152303.920059
  nChanged 8
		SP:Iteration 38Q (8606.890000 sec): 3 clusters
  Score: Raw -1155299.500084 + Penalty 2993.977535 = -1152305.522549
  nChanged 5
		SP:Iteration 39Q (8606.910000 sec): 3 clusters
  Score: Raw -1155300.787952 + Penalty 2993.977535 = -1152306.810417
  nChanged 5
		SP:Iteration 40F (8606.940000 sec): 3 clusters
  Score: Raw -1155301.628531 + Penalty 2993.977535 = -1152307.650996
  nChanged 6
		SP:Iteration 41Q (8606.960000 sec): 3 clusters
  Score: Raw -1155303.085026 + Penalty 2993.977535 = -1152309.107491
  nChanged 7
		SP:Iteration 42Q (8606.980000 sec): 3 clusters
  Score: Raw -1155304.420566 + Penalty 2993.977535 = -1152310.443031
  nChanged 6
		SP:Iteration 43Q (8607.000000 sec): 3 clusters
  Score: Raw -1155305.424004 + Penalty 2993.977535 = -1152311.446469
  nChanged 4
		SP:Iteration 44Q (8607.020000 sec): 3 clusters
  Score: Raw -1155306.575003 + Penalty 2993.977535 = -1152312.597468
  nChanged 6
		SP:Iteration 45Q (8607.040000 sec): 3 clusters
  Score: Raw -1155308.232361 + Penalty 2993.977535 = -1152314.254826
  nChanged 4
		SP:Iteration 46Q (8607.060000 sec): 3 clusters
  Score: Raw -1155308.832706 + Penalty 2993.977535 = -1152314.855171
  nChanged 3
		SP:Iteration 47Q (8607.080000 sec): 3 clusters
  Score: Raw -1155309.808195 + Penalty 2993.977535 = -1152315.830660
  nChanged 5
		SP:Iteration 48Q (8607.100000 sec): 3 clusters
  Score: Raw -1155310.732572 + Penalty 2993.977535 = -1152316.755037
  nChanged 4
		SP:Iteration 49Q (8607.120000 sec): 3 clusters
  Score: Raw -1155311.565351 + Penalty 2993.977535 = -1152317.587816
  nChanged 3
		SP:Iteration 50Q (8607.140000 sec): 3 clusters
  Score: Raw -1155312.202407 + Penalty 2993.977535 = -1152318.224872
  nChanged 5
		SP:Iteration 51Q (8607.160000 sec): 3 clusters
  Score: Raw -1155312.865846 + Penalty 2993.977535 = -1152318.888311
  nChanged 3
		SP:Iteration 52Q (8607.180000 sec): 3 clusters
  Score: Raw -1155313.284658 + Penalty 2993.977535 = -1152319.307123
  nChanged 0
		SP:Iteration 53F (8607.200000 sec): 3 clusters
  Score: Raw -1155313.284658 + Penalty 2993.977535 = -1152319.307123
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8607.220000 sec): 2 clusters
  Score: Raw -486069.033236 + Penalty 1355.788831 = -484713.244405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8607.230000 sec): 3 clusters
  Score: Raw -483934.898597 + Penalty 2711.577661 = -481223.320935
  nChanged 1668
		SP:Iteration 1F (8607.240000 sec): 3 clusters
  Score: Raw -484904.930638 + Penalty 2711.577661 = -482193.352976
  nChanged 284
		SP:Iteration 2F (8607.250000 sec): 3 clusters
  Score: Raw -485062.210853 + Penalty 2711.577661 = -482350.633191
  nChanged 202
		SP:Iteration 3Q (8607.260000 sec): 3 clusters
  Score: Raw -485164.612871 + Penalty 2711.577661 = -482453.035209
  nChanged 155
		SP:Iteration 4Q (8607.270000 sec): 3 clusters
  Score: Raw -485230.347643 + Penalty 2711.577661 = -482518.769982
  nChanged 130
		SP:Iteration 5Q (8607.280000 sec): 3 clusters
  Score: Raw -485294.310181 + Penalty 2711.577661 = -482582.732520
  nChanged 124
		SP:Iteration 6Q (8607.290000 sec): 3 clusters
  Score: Raw -485352.331544 + Penalty 2711.577661 = -482640.753882
  nChanged 115
		SP:Iteration 7Q (8607.310000 sec): 3 clusters
  Score: Raw -485409.933162 + Penalty 2711.577661 = -482698.355500
  nChanged 114
		SP:Iteration 8Q (8607.310000 sec): 3 clusters
  Score: Raw -485466.476373 + Penalty 2711.577661 = -482754.898711
  nChanged 100
		SP:Iteration 9Q (8607.330000 sec): 3 clusters
  Score: Raw -485518.388351 + Penalty 2711.577661 = -482806.810690
  nChanged 123
		SP:Iteration 10Q (8607.330000 sec): 3 clusters
  Score: Raw -485582.882154 + Penalty 2711.577661 = -482871.304493
  nChanged 109
		SP:Iteration 11Q (8607.350000 sec): 3 clusters
  Score: Raw -485640.014356 + Penalty 2711.577661 = -482928.436695
  nChanged 127
		SP:Iteration 12Q (8607.360000 sec): 3 clusters
  Score: Raw -485717.037637 + Penalty 2711.577661 = -483005.459976
  nChanged 126
		SP:Iteration 13Q (8607.370000 sec): 3 clusters
  Score: Raw -485796.438528 + Penalty 2711.577661 = -483084.860866
  nChanged 125
		SP:Iteration 14Q (8607.380000 sec): 3 clusters
  Score: Raw -485870.498711 + Penalty 2711.577661 = -483158.921050
  nChanged 107
		SP:Iteration 15Q (8607.390000 sec): 3 clusters
  Score: Raw -485930.564897 + Penalty 2711.577661 = -483218.987236
  nChanged 98
		SP:Iteration 16Q (8607.400000 sec): 3 clusters
  Score: Raw -485982.821508 + Penalty 2711.577661 = -483271.243846
  nChanged 92
		SP:Iteration 17Q (8607.410000 sec): 3 clusters
  Score: Raw -486035.385598 + Penalty 2711.577661 = -483323.807937
  nChanged 92
		SP:Iteration 18Q (8607.420000 sec): 3 clusters
  Score: Raw -486087.562092 + Penalty 2711.577661 = -483375.984431
  nChanged 99
		SP:Iteration 19Q (8607.430000 sec): 3 clusters
  Score: Raw -486153.416319 + Penalty 2711.577661 = -483441.838658
  nChanged 86
		SP:Iteration 20F (8607.440000 sec): 3 clusters
  Score: Raw -486203.724465 + Penalty 2711.577661 = -483492.146804
  nChanged 61
		SP:Iteration 21Q (8607.450000 sec): 3 clusters
  Score: Raw -486246.020689 + Penalty 2711.577661 = -483534.443028
  nChanged 45
		SP:Iteration 22Q (8607.460000 sec): 3 clusters
  Score: Raw -486277.687852 + Penalty 2711.577661 = -483566.110190
  nChanged 44
		SP:Iteration 23Q (8607.470000 sec): 3 clusters
  Score: Raw -486303.945144 + Penalty 2711.577661 = -483592.367483
  nChanged 28
		SP:Iteration 24Q (8607.480000 sec): 3 clusters
  Score: Raw -486323.097774 + Penalty 2711.577661 = -483611.520113
  nChanged 29
		SP:Iteration 25Q (8607.490000 sec): 3 clusters
  Score: Raw -486341.267264 + Penalty 2711.577661 = -483629.689603
  nChanged 23
		SP:Iteration 26Q (8607.500000 sec): 3 clusters
  Score: Raw -486355.567848 + Penalty 2711.577661 = -483643.990187
  nChanged 15
		SP:Iteration 27Q (8607.510000 sec): 3 clusters
  Score: Raw -486365.769506 + Penalty 2711.577661 = -483654.191845
  nChanged 15
		SP:Iteration 28Q (8607.520000 sec): 3 clusters
  Score: Raw -486375.735049 + Penalty 2711.577661 = -483664.157388
  nChanged 7
		SP:Iteration 29Q (8607.530000 sec): 3 clusters
  Score: Raw -486381.755651 + Penalty 2711.577661 = -483670.177990
  nChanged 8
		SP:Iteration 30Q (8607.540000 sec): 3 clusters
  Score: Raw -486387.835061 + Penalty 2711.577661 = -483676.257399
  nChanged 5
		SP:Iteration 31Q (8607.550000 sec): 3 clusters
  Score: Raw -486392.415450 + Penalty 2711.577661 = -483680.837788
  nChanged 6
		SP:Iteration 32Q (8607.560000 sec): 3 clusters
  Score: Raw -486396.674526 + Penalty 2711.577661 = -483685.096864
  nChanged 5
		SP:Iteration 33Q (8607.570000 sec): 3 clusters
  Score: Raw -486398.326680 + Penalty 2711.577661 = -483686.749018
  nChanged 1
		SP:Iteration 34Q (8607.580000 sec): 3 clusters
  Score: Raw -486399.000108 + Penalty 2711.577661 = -483687.422446
  nChanged 1
		SP:Iteration 35Q (8607.590000 sec): 3 clusters
  Score: Raw -486399.326419 + Penalty 2711.577661 = -483687.748758
  nChanged 0
		SP:Iteration 36F (8607.600000 sec): 3 clusters
  Score: Raw -486399.326419 + Penalty 2711.577661 = -483687.748758
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8607.610000 sec): 2 clusters
  Score: Raw -148844.975641 + Penalty 1174.022428 = -147670.953213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8607.610000 sec): 3 clusters
  Score: Raw -148342.645515 + Penalty 2348.044857 = -145994.600658
  nChanged 450
		SP:Iteration 1F (8607.610000 sec): 3 clusters
  Score: Raw -148686.355526 + Penalty 2348.044857 = -146338.310669
  nChanged 121
		SP:Iteration 2F (8607.610000 sec): 3 clusters
  Score: Raw -148806.587947 + Penalty 2348.044857 = -146458.543090
  nChanged 68
		SP:Iteration 3Q (8607.620000 sec): 3 clusters
  Score: Raw -148884.406846 + Penalty 2348.044857 = -146536.361990
  nChanged 45
		SP:Iteration 4Q (8607.620000 sec): 3 clusters
  Score: Raw -148970.282078 + Penalty 2348.044857 = -146622.237221
  nChanged 58
		SP:Iteration 5Q (8607.630000 sec): 3 clusters
  Score: Raw -149061.866148 + Penalty 2348.044857 = -146713.821291
  nChanged 54
		SP:Iteration 6Q (8607.630000 sec): 3 clusters
  Score: Raw -149118.812928 + Penalty 2348.044857 = -146770.768071
  nChanged 50
		SP:Iteration 7Q (8607.630000 sec): 3 clusters
  Score: Raw -149163.832533 + Penalty 2348.044857 = -146815.787676
  nChanged 43
		SP:Iteration 8Q (8607.630000 sec): 3 clusters
  Score: Raw -149203.490751 + Penalty 2348.044857 = -146855.445894
  nChanged 34
		SP:Iteration 9Q (8607.640000 sec): 3 clusters
  Score: Raw -149231.063910 + Penalty 2348.044857 = -146883.019054
  nChanged 30
		SP:Iteration 10Q (8607.640000 sec): 3 clusters
  Score: Raw -149254.827008 + Penalty 2348.044857 = -146906.782151
  nChanged 31
		SP:Iteration 11Q (8607.650000 sec): 3 clusters
  Score: Raw -149290.054453 + Penalty 2348.044857 = -146942.009596
  nChanged 31
		SP:Iteration 12Q (8607.650000 sec): 3 clusters
  Score: Raw -149327.877586 + Penalty 2348.044857 = -146979.832730
  nChanged 27
		SP:Iteration 13Q (8607.650000 sec): 3 clusters
  Score: Raw -149346.260386 + Penalty 2348.044857 = -146998.215529
  nChanged 24
		SP:Iteration 14Q (8607.650000 sec): 3 clusters
  Score: Raw -149372.424178 + Penalty 2348.044857 = -147024.379321
  nChanged 16
		SP:Iteration 15Q (8607.660000 sec): 3 clusters
  Score: Raw -149383.095364 + Penalty 2348.044857 = -147035.050507
  nChanged 17
		SP:Iteration 16Q (8607.660000 sec): 3 clusters
  Score: Raw -149397.910876 + Penalty 2348.044857 = -147049.866020
  nChanged 13
		SP:Iteration 17Q (8607.670000 sec): 3 clusters
  Score: Raw -149406.582836 + Penalty 2348.044857 = -147058.537979
  nChanged 10
		SP:Iteration 18Q (8607.670000 sec): 3 clusters
  Score: Raw -149415.485522 + Penalty 2348.044857 = -147067.440665
  nChanged 9
		SP:Iteration 19Q (8607.670000 sec): 3 clusters
  Score: Raw -149421.689624 + Penalty 2348.044857 = -147073.644767
  nChanged 5
		SP:Iteration 20F (8607.670000 sec): 3 clusters
  Score: Raw -149424.049790 + Penalty 2348.044857 = -147076.004933
  nChanged 2
		SP:Iteration 21Q (8607.680000 sec): 3 clusters
  Score: Raw -149424.833610 + Penalty 2348.044857 = -147076.788754
  nChanged 4
		SP:Iteration 22Q (8607.680000 sec): 3 clusters
  Score: Raw -149429.036108 + Penalty 2348.044857 = -147080.991251
  nChanged 5
		SP:Iteration 23Q (8607.690000 sec): 3 clusters
  Score: Raw -149431.573549 + Penalty 2348.044857 = -147083.528692
  nChanged 5
		SP:Iteration 24Q (8607.690000 sec): 3 clusters
  Score: Raw -149434.391419 + Penalty 2348.044857 = -147086.346562
  nChanged 2
		SP:Iteration 25Q (8607.690000 sec): 3 clusters
  Score: Raw -149435.289594 + Penalty 2348.044857 = -147087.244738
  nChanged 1
		SP:Iteration 26Q (8607.690000 sec): 3 clusters
  Score: Raw -149435.520994 + Penalty 2348.044857 = -147087.476137
  nChanged 0
		SP:Iteration 27F (8607.700000 sec): 3 clusters
  Score: Raw -149435.520994 + Penalty 2348.044857 = -147087.476137
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8607.790000 sec): 2 clusters
  Score: Raw -3326257.672385 + Penalty 1666.412865 = -3324591.259520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8607.870000 sec): 3 clusters
  Score: Raw -3308815.617521 + Penalty 3332.825731 = -3305482.791791
  nChanged 12968
		SP:Iteration 1F (8607.940000 sec): 3 clusters
  Score: Raw -3315751.058920 + Penalty 3332.825731 = -3312418.233190
  nChanged 1230
		SP:Iteration 2Q (8608.020000 sec): 3 clusters
  Score: Raw -3316131.443561 + Penalty 3332.825731 = -3312798.617831
  nChanged 1177
		SP:Iteration 3Q (8608.090000 sec): 3 clusters
  Score: Raw -3316513.739772 + Penalty 3332.825731 = -3313180.914042
  nChanged 1181
		SP:Iteration 4Q (8608.170000 sec): 3 clusters
  Score: Raw -3316958.808865 + Penalty 3332.825731 = -3313625.983135
  nChanged 1325
		SP:Iteration 5Q (8608.250000 sec): 3 clusters
  Score: Raw -3317576.037926 + Penalty 3332.825731 = -3314243.212195
  nChanged 1618
		SP:Iteration 6F (8608.320000 sec): 3 clusters
  Score: Raw -3318562.902682 + Penalty 3332.825731 = -3315230.076952
  nChanged 2051
		SP:Iteration 7F (8608.390000 sec): 3 clusters
  Score: Raw -3320120.140471 + Penalty 3332.825731 = -3316787.314740
  nChanged 2305
		SP:Iteration 8F (8608.470000 sec): 3 clusters
  Score: Raw -3322178.703370 + Penalty 3332.825731 = -3318845.877639
  nChanged 2044
		SP:Iteration 9F (8608.540000 sec): 3 clusters
  Score: Raw -3324172.063375 + Penalty 3332.825731 = -3320839.237644
  nChanged 1385
		SP:Iteration 10Q (8608.610000 sec): 3 clusters
  Score: Raw -3325501.848016 + Penalty 3332.825731 = -3322169.022285
  nChanged 597
		SP:Iteration 11Q (8608.680000 sec): 3 clusters
  Score: Raw -3326049.496771 + Penalty 3332.825731 = -3322716.671040
  nChanged 235
		SP:Iteration 12Q (8608.740000 sec): 3 clusters
  Score: Raw -3326279.830379 + Penalty 3332.825731 = -3322947.004649
  nChanged 96
		SP:Iteration 13Q (8608.790000 sec): 3 clusters
  Score: Raw -3326378.769434 + Penalty 3332.825731 = -3323045.943703
  nChanged 41
		SP:Iteration 14Q (8608.850000 sec): 3 clusters
  Score: Raw -3326425.485431 + Penalty 3332.825731 = -3323092.659700
  nChanged 24
		SP:Iteration 15Q (8608.900000 sec): 3 clusters
  Score: Raw -3326451.925159 + Penalty 3332.825731 = -3323119.099429
  nChanged 13
		SP:Iteration 16Q (8608.960000 sec): 3 clusters
  Score: Raw -3326466.775002 + Penalty 3332.825731 = -3323133.949272
  nChanged 9
		SP:Iteration 17Q (8609.010000 sec): 3 clusters
  Score: Raw -3326482.512332 + Penalty 3332.825731 = -3323149.686602
  nChanged 6
		SP:Iteration 18Q (8609.070000 sec): 3 clusters
  Score: Raw -3326489.596726 + Penalty 3332.825731 = -3323156.770995
  nChanged 5
		SP:Iteration 19Q (8609.120000 sec): 3 clusters
  Score: Raw -3326496.923163 + Penalty 3332.825731 = -3323164.097433
  nChanged 4
		SP:Iteration 20F (8609.190000 sec): 3 clusters
  Score: Raw -3326501.884864 + Penalty 3332.825731 = -3323169.059133
  nChanged 3
		SP:Iteration 21Q (8609.240000 sec): 3 clusters
  Score: Raw -3326503.464050 + Penalty 3332.825731 = -3323170.638319
  nChanged 1
		SP:Iteration 22Q (8609.300000 sec): 3 clusters
  Score: Raw -3326504.969352 + Penalty 3332.825731 = -3323172.143622
  nChanged 2
		SP:Iteration 23Q (8609.350000 sec): 3 clusters
  Score: Raw -3326506.338547 + Penalty 3332.825731 = -3323173.512817
  nChanged 2
		SP:Iteration 24Q (8609.400000 sec): 3 clusters
  Score: Raw -3326509.101990 + Penalty 3332.825731 = -3323176.276260
  nChanged 1
		SP:Iteration 25Q (8609.450000 sec): 3 clusters
  Score: Raw -3326509.278404 + Penalty 3332.825731 = -3323176.452673
  nChanged 0
		SP:Iteration 26F (8609.530000 sec): 3 clusters
  Score: Raw -3326509.278404 + Penalty 3332.825731 = -3323176.452673
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8609.560000 sec): 2 clusters
  Score: Raw -918358.362934 + Penalty 1467.377733 = -916890.985201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8609.580000 sec): 3 clusters
  Score: Raw -913692.037768 + Penalty 2934.755466 = -910757.282303
  nChanged 3575
		SP:Iteration 1F (8609.600000 sec): 3 clusters
  Score: Raw -915633.455915 + Penalty 2934.755466 = -912698.700449
  nChanged 543
		SP:Iteration 2F (8609.630000 sec): 3 clusters
  Score: Raw -915900.409300 + Penalty 2934.755466 = -912965.653834
  nChanged 475
		SP:Iteration 3F (8609.650000 sec): 3 clusters
  Score: Raw -916185.266645 + Penalty 2934.755466 = -913250.511179
  nChanged 495
		SP:Iteration 4F (8609.670000 sec): 3 clusters
  Score: Raw -916475.433289 + Penalty 2934.755466 = -913540.677824
  nChanged 482
		SP:Iteration 5F (8609.690000 sec): 3 clusters
  Score: Raw -916801.029256 + Penalty 2934.755466 = -913866.273790
  nChanged 505
		SP:Iteration 6F (8609.710000 sec): 3 clusters
  Score: Raw -917175.966981 + Penalty 2934.755466 = -914241.211515
  nChanged 514
		SP:Iteration 7F (8609.730000 sec): 3 clusters
  Score: Raw -917577.950154 + Penalty 2934.755466 = -914643.194688
  nChanged 450
		SP:Iteration 8F (8609.750000 sec): 3 clusters
  Score: Raw -917933.726838 + Penalty 2934.755466 = -914998.971372
  nChanged 334
		SP:Iteration 9Q (8609.770000 sec): 3 clusters
  Score: Raw -918173.214978 + Penalty 2934.755466 = -915238.459512
  nChanged 253
		SP:Iteration 10Q (8609.790000 sec): 3 clusters
  Score: Raw -918336.822241 + Penalty 2934.755466 = -915402.066776
  nChanged 185
		SP:Iteration 11Q (8609.810000 sec): 3 clusters
  Score: Raw -918455.603358 + Penalty 2934.755466 = -915520.847892
  nChanged 140
		SP:Iteration 12Q (8609.830000 sec): 3 clusters
  Score: Raw -918542.051087 + Penalty 2934.755466 = -915607.295621
  nChanged 108
		SP:Iteration 13Q (8609.850000 sec): 3 clusters
  Score: Raw -918605.680935 + Penalty 2934.755466 = -915670.925470
  nChanged 64
		SP:Iteration 14Q (8609.870000 sec): 3 clusters
  Score: Raw -918645.050564 + Penalty 2934.755466 = -915710.295098
  nChanged 44
		SP:Iteration 15Q (8609.890000 sec): 3 clusters
  Score: Raw -918663.062926 + Penalty 2934.755466 = -915728.307460
  nChanged 29
		SP:Iteration 16Q (8609.910000 sec): 3 clusters
  Score: Raw -918674.385073 + Penalty 2934.755466 = -915739.629607
  nChanged 20
		SP:Iteration 17Q (8609.930000 sec): 3 clusters
  Score: Raw -918683.118840 + Penalty 2934.755466 = -915748.363374
  nChanged 18
		SP:Iteration 18Q (8609.950000 sec): 3 clusters
  Score: Raw -918690.311178 + Penalty 2934.755466 = -915755.555712
  nChanged 13
		SP:Iteration 19Q (8609.970000 sec): 3 clusters
  Score: Raw -918696.128439 + Penalty 2934.755466 = -915761.372974
  nChanged 16
		SP:Iteration 20F (8609.990000 sec): 3 clusters
  Score: Raw -918703.355859 + Penalty 2934.755466 = -915768.600393
  nChanged 9
		SP:Iteration 21Q (8610.010000 sec): 3 clusters
  Score: Raw -918709.115098 + Penalty 2934.755466 = -915774.359633
  nChanged 16
		SP:Iteration 22Q (8610.030000 sec): 3 clusters
  Score: Raw -918717.718128 + Penalty 2934.755466 = -915782.962662
  nChanged 18
		SP:Iteration 23Q (8610.050000 sec): 3 clusters
  Score: Raw -918726.889641 + Penalty 2934.755466 = -915792.134176
  nChanged 15
		SP:Iteration 24Q (8610.070000 sec): 3 clusters
  Score: Raw -918732.830713 + Penalty 2934.755466 = -915798.075247
  nChanged 11
		SP:Iteration 25Q (8610.090000 sec): 3 clusters
  Score: Raw -918738.116380 + Penalty 2934.755466 = -915803.360914
  nChanged 10
		SP:Iteration 26Q (8610.100000 sec): 3 clusters
  Score: Raw -918741.468724 + Penalty 2934.755466 = -915806.713258
  nChanged 4
		SP:Iteration 27Q (8610.120000 sec): 3 clusters
  Score: Raw -918742.601168 + Penalty 2934.755466 = -915807.845702
  nChanged 2
		SP:Iteration 28Q (8610.140000 sec): 3 clusters
  Score: Raw -918742.964121 + Penalty 2934.755466 = -915808.208655
  nChanged 1
		SP:Iteration 29Q (8610.160000 sec): 3 clusters
  Score: Raw -918743.137903 + Penalty 2934.755466 = -915808.382437
  nChanged 0
		SP:Iteration 30F (8610.180000 sec): 3 clusters
  Score: Raw -918743.137903 + Penalty 2934.755466 = -915808.382437
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8610.190000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8610.190000 sec): 3 clusters
  Score: Raw -34552.658042 + Penalty 1875.718365 = -32676.939677
  nChanged 73
		SP:Iteration 1F (8610.190000 sec): 3 clusters
  Score: Raw -34654.061546 + Penalty 1875.718365 = -32778.343181
  nChanged 13
		SP:Iteration 2Q (8610.190000 sec): 3 clusters
  Score: Raw -34680.499140 + Penalty 1875.718365 = -32804.780775
  nChanged 7
		SP:Iteration 3Q (8610.190000 sec): 3 clusters
  Score: Raw -34694.165160 + Penalty 1875.718365 = -32818.446795
  nChanged 6
		SP:Iteration 4Q (8610.190000 sec): 3 clusters
  Score: Raw -34707.067917 + Penalty 1875.718365 = -32831.349552
  nChanged 4
		SP:Iteration 5Q (8610.190000 sec): 3 clusters
  Score: Raw -34718.525531 + Penalty 1875.718365 = -32842.807166
  nChanged 2
		SP:Iteration 6Q (8610.190000 sec): 3 clusters
  Score: Raw -34723.514879 + Penalty 1875.718365 = -32847.796514
  nChanged 2
		SP:Iteration 7Q (8610.190000 sec): 3 clusters
  Score: Raw -34727.950124 + Penalty 1875.718365 = -32852.231759
  nChanged 1
		SP:Iteration 8Q (8610.190000 sec): 3 clusters
  Score: Raw -34730.321015 + Penalty 1875.718365 = -32854.602650
  nChanged 2
		SP:Iteration 9Q (8610.190000 sec): 3 clusters
  Score: Raw -34733.970185 + Penalty 1875.718365 = -32858.251820
  nChanged 3
		SP:Iteration 10Q (8610.200000 sec): 3 clusters
  Score: Raw -34738.874969 + Penalty 1875.718365 = -32863.156604
  nChanged 1
		SP:Iteration 11Q (8610.200000 sec): 3 clusters
  Score: Raw -34744.552825 + Penalty 1875.718365 = -32868.834460
  nChanged 2
		SP:Iteration 12Q (8610.200000 sec): 3 clusters
  Score: Raw -34751.095596 + Penalty 1875.718365 = -32875.377231
  nChanged 3
		SP:Iteration 13Q (8610.200000 sec): 3 clusters
  Score: Raw -34755.510851 + Penalty 1875.718365 = -32879.792486
  nChanged 3
		SP:Iteration 14Q (8610.200000 sec): 3 clusters
  Score: Raw -34768.605060 + Penalty 1875.718365 = -32892.886695
  nChanged 4
		SP:Iteration 15Q (8610.200000 sec): 3 clusters
  Score: Raw -34784.174025 + Penalty 1875.718365 = -32908.455660
  nChanged 5
		SP:Iteration 16Q (8610.200000 sec): 3 clusters
  Score: Raw -34802.016332 + Penalty 1875.718365 = -32926.297966
  nChanged 5
		SP:Iteration 17Q (8610.200000 sec): 3 clusters
  Score: Raw -34862.101134 + Penalty 1875.718365 = -32986.382769
  nChanged 7
		SP:Iteration 18Q (8610.200000 sec): 3 clusters
  Score: Raw -34894.177791 + Penalty 1875.718365 = -33018.459425
  nChanged 6
		SP:Iteration 19Q (8610.200000 sec): 3 clusters
  Score: Raw -34916.828382 + Penalty 1875.718365 = -33041.110017
  nChanged 6
		SP:Iteration 20F (8610.200000 sec): 3 clusters
  Score: Raw -34951.418667 + Penalty 1875.718365 = -33075.700302
  nChanged 5
		SP:Iteration 21Q (8610.200000 sec): 3 clusters
  Score: Raw -34967.009092 + Penalty 1875.718365 = -33091.290727
  nChanged 2
		SP:Iteration 22Q (8610.200000 sec): 3 clusters
  Score: Raw -34974.699966 + Penalty 1875.718365 = -33098.981601
  nChanged 1
		SP:Iteration 23Q (8610.200000 sec): 3 clusters
  Score: Raw -34980.212755 + Penalty 1875.718365 = -33104.494390
  nChanged 2
		SP:Iteration 24Q (8610.200000 sec): 3 clusters
  Score: Raw -34990.452892 + Penalty 1875.718365 = -33114.734526
  nChanged 4
		SP:Iteration 25Q (8610.200000 sec): 3 clusters
  Score: Raw -35016.951876 + Penalty 1875.718365 = -33141.233511
  nChanged 3
		SP:Iteration 26Q (8610.210000 sec): 3 clusters
  Score: Raw -35026.739751 + Penalty 1875.718365 = -33151.021386
  nChanged 4
		SP:Iteration 27Q (8610.210000 sec): 3 clusters
  Score: Raw -35040.089787 + Penalty 1875.718365 = -33164.371421
  nChanged 3
		SP:Iteration 28Q (8610.210000 sec): 3 clusters
  Score: Raw -35046.079907 + Penalty 1875.718365 = -33170.361542
  nChanged 3
		SP:Iteration 29Q (8610.210000 sec): 3 clusters
  Score: Raw -35073.533510 + Penalty 1875.718365 = -33197.815145
  nChanged 5
		SP:Iteration 30Q (8610.210000 sec): 3 clusters
  Score: Raw -35082.598338 + Penalty 1875.718365 = -33206.879973
  nChanged 0
		SP:Iteration 31F (8610.210000 sec): 3 clusters
  Score: Raw -35082.598338 + Penalty 1875.718365 = -33206.879973
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8610.220000 sec): 2 clusters
  Score: Raw -191190.837233 + Penalty 1219.015599 = -189971.821634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8610.220000 sec): 3 clusters
  Score: Raw -190466.618266 + Penalty 2438.031199 = -188028.587067
  nChanged 630
		SP:Iteration 1F (8610.230000 sec): 3 clusters
  Score: Raw -190885.211437 + Penalty 2438.031199 = -188447.180238
  nChanged 143
		SP:Iteration 2F (8610.230000 sec): 3 clusters
  Score: Raw -191002.456484 + Penalty 2438.031199 = -188564.425285
  nChanged 94
		SP:Iteration 3F (8610.230000 sec): 3 clusters
  Score: Raw -191084.340872 + Penalty 2438.031199 = -188646.309673
  nChanged 78
		SP:Iteration 4Q (8610.240000 sec): 3 clusters
  Score: Raw -191161.853022 + Penalty 2438.031199 = -188723.821823
  nChanged 75
		SP:Iteration 5Q (8610.250000 sec): 3 clusters
  Score: Raw -191243.955123 + Penalty 2438.031199 = -188805.923924
  nChanged 61
		SP:Iteration 6Q (8610.250000 sec): 3 clusters
  Score: Raw -191307.157538 + Penalty 2438.031199 = -188869.126339
  nChanged 52
		SP:Iteration 7Q (8610.250000 sec): 3 clusters
  Score: Raw -191369.336775 + Penalty 2438.031199 = -188931.305576
  nChanged 44
		SP:Iteration 8Q (8610.260000 sec): 3 clusters
  Score: Raw -191414.569550 + Penalty 2438.031199 = -188976.538351
  nChanged 52
		SP:Iteration 9Q (8610.260000 sec): 3 clusters
  Score: Raw -191472.734501 + Penalty 2438.031199 = -189034.703302
  nChanged 47
		SP:Iteration 10Q (8610.270000 sec): 3 clusters
  Score: Raw -191523.683349 + Penalty 2438.031199 = -189085.652151
  nChanged 41
		SP:Iteration 11Q (8610.270000 sec): 3 clusters
  Score: Raw -191552.293225 + Penalty 2438.031199 = -189114.262026
  nChanged 25
		SP:Iteration 12Q (8610.270000 sec): 3 clusters
  Score: Raw -191570.944588 + Penalty 2438.031199 = -189132.913389
  nChanged 15
		SP:Iteration 13Q (8610.280000 sec): 3 clusters
  Score: Raw -191581.114857 + Penalty 2438.031199 = -189143.083659
  nChanged 14
		SP:Iteration 14Q (8610.280000 sec): 3 clusters
  Score: Raw -191592.030047 + Penalty 2438.031199 = -189153.998848
  nChanged 9
		SP:Iteration 15Q (8610.290000 sec): 3 clusters
  Score: Raw -191600.737772 + Penalty 2438.031199 = -189162.706573
  nChanged 13
		SP:Iteration 16Q (8610.290000 sec): 3 clusters
  Score: Raw -191608.352967 + Penalty 2438.031199 = -189170.321768
  nChanged 5
		SP:Iteration 17Q (8610.290000 sec): 3 clusters
  Score: Raw -191610.283198 + Penalty 2438.031199 = -189172.251999
  nChanged 2
		SP:Iteration 18Q (8610.300000 sec): 3 clusters
  Score: Raw -191611.415622 + Penalty 2438.031199 = -189173.384423
  nChanged 1
		SP:Iteration 19Q (8610.300000 sec): 3 clusters
  Score: Raw -191612.373563 + Penalty 2438.031199 = -189174.342364
  nChanged 2
		SP:Iteration 20F (8610.310000 sec): 3 clusters
  Score: Raw -191613.851181 + Penalty 2438.031199 = -189175.819982
  nChanged 2
		SP:Iteration 21Q (8610.310000 sec): 3 clusters
  Score: Raw -191614.285390 + Penalty 2438.031199 = -189176.254191
  nChanged 1
		SP:Iteration 22Q (8610.320000 sec): 3 clusters
  Score: Raw -191614.610410 + Penalty 2438.031199 = -189176.579212
  nChanged 1
		SP:Iteration 23Q (8610.320000 sec): 3 clusters
  Score: Raw -191614.709709 + Penalty 2438.031199 = -189176.678510
  nChanged 0
		SP:Iteration 24F (8610.330000 sec): 3 clusters
  Score: Raw -191614.709709 + Penalty 2438.031199 = -189176.678510
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8610.340000 sec): 2 clusters
  Score: Raw -489510.644999 + Penalty 1361.712384 = -488148.932615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8610.350000 sec): 3 clusters
  Score: Raw -487311.569889 + Penalty 2723.424768 = -484588.145122
  nChanged 1753
		SP:Iteration 1F (8610.360000 sec): 3 clusters
  Score: Raw -488270.245008 + Penalty 2723.424768 = -485546.820241
  nChanged 283
		SP:Iteration 2F (8610.370000 sec): 3 clusters
  Score: Raw -488438.967789 + Penalty 2723.424768 = -485715.543022
  nChanged 252
		SP:Iteration 3F (8610.390000 sec): 3 clusters
  Score: Raw -488587.787260 + Penalty 2723.424768 = -485864.362492
  nChanged 213
		SP:Iteration 4Q (8610.390000 sec): 3 clusters
  Score: Raw -488706.016068 + Penalty 2723.424768 = -485982.591300
  nChanged 173
		SP:Iteration 5Q (8610.410000 sec): 3 clusters
  Score: Raw -488804.474253 + Penalty 2723.424768 = -486081.049485
  nChanged 148
		SP:Iteration 6Q (8610.420000 sec): 3 clusters
  Score: Raw -488886.229881 + Penalty 2723.424768 = -486162.805113
  nChanged 152
		SP:Iteration 7Q (8610.430000 sec): 3 clusters
  Score: Raw -488964.809975 + Penalty 2723.424768 = -486241.385208
  nChanged 109
		SP:Iteration 8Q (8610.440000 sec): 3 clusters
  Score: Raw -489014.310123 + Penalty 2723.424768 = -486290.885356
  nChanged 100
		SP:Iteration 9Q (8610.450000 sec): 3 clusters
  Score: Raw -489054.915190 + Penalty 2723.424768 = -486331.490422
  nChanged 83
		SP:Iteration 10Q (8610.460000 sec): 3 clusters
  Score: Raw -489091.740143 + Penalty 2723.424768 = -486368.315375
  nChanged 89
		SP:Iteration 11Q (8610.470000 sec): 3 clusters
  Score: Raw -489132.087675 + Penalty 2723.424768 = -486408.662907
  nChanged 92
		SP:Iteration 12Q (8610.480000 sec): 3 clusters
  Score: Raw -489177.005038 + Penalty 2723.424768 = -486453.580271
  nChanged 94
		SP:Iteration 13Q (8610.490000 sec): 3 clusters
  Score: Raw -489222.929016 + Penalty 2723.424768 = -486499.504249
  nChanged 84
		SP:Iteration 14Q (8610.500000 sec): 3 clusters
  Score: Raw -489266.327411 + Penalty 2723.424768 = -486542.902643
  nChanged 76
		SP:Iteration 15Q (8610.510000 sec): 3 clusters
  Score: Raw -489304.511829 + Penalty 2723.424768 = -486581.087061
  nChanged 81
		SP:Iteration 16Q (8610.530000 sec): 3 clusters
  Score: Raw -489356.311251 + Penalty 2723.424768 = -486632.886483
  nChanged 90
		SP:Iteration 17Q (8610.530000 sec): 3 clusters
  Score: Raw -489414.302850 + Penalty 2723.424768 = -486690.878083
  nChanged 65
		SP:Iteration 18Q (8610.550000 sec): 3 clusters
  Score: Raw -489453.537780 + Penalty 2723.424768 = -486730.113012
  nChanged 58
		SP:Iteration 19Q (8610.550000 sec): 3 clusters
  Score: Raw -489484.704960 + Penalty 2723.424768 = -486761.280192
  nChanged 51
		SP:Iteration 20F (8610.570000 sec): 3 clusters
  Score: Raw -489509.474346 + Penalty 2723.424768 = -486786.049578
  nChanged 42
		SP:Iteration 21Q (8610.580000 sec): 3 clusters
  Score: Raw -489526.140783 + Penalty 2723.424768 = -486802.716016
  nChanged 37
		SP:Iteration 22Q (8610.590000 sec): 3 clusters
  Score: Raw -489541.953507 + Penalty 2723.424768 = -486818.528740
  nChanged 34
		SP:Iteration 23Q (8610.600000 sec): 3 clusters
  Score: Raw -489559.420382 + Penalty 2723.424768 = -486835.995615
  nChanged 30
		SP:Iteration 24Q (8610.610000 sec): 3 clusters
  Score: Raw -489574.815861 + Penalty 2723.424768 = -486851.391093
  nChanged 28
		SP:Iteration 25Q (8610.620000 sec): 3 clusters
  Score: Raw -489589.854855 + Penalty 2723.424768 = -486866.430087
  nChanged 27
		SP:Iteration 26Q (8610.630000 sec): 3 clusters
  Score: Raw -489606.587991 + Penalty 2723.424768 = -486883.163224
  nChanged 26
		SP:Iteration 27Q (8610.640000 sec): 3 clusters
  Score: Raw -489624.702053 + Penalty 2723.424768 = -486901.277285
  nChanged 30
		SP:Iteration 28Q (8610.650000 sec): 3 clusters
  Score: Raw -489643.391971 + Penalty 2723.424768 = -486919.967204
  nChanged 29
		SP:Iteration 29Q (8610.660000 sec): 3 clusters
  Score: Raw -489660.845259 + Penalty 2723.424768 = -486937.420492
  nChanged 28
		SP:Iteration 30Q (8610.670000 sec): 3 clusters
  Score: Raw -489682.794109 + Penalty 2723.424768 = -486959.369342
  nChanged 16
		SP:Iteration 31Q (8610.680000 sec): 3 clusters
  Score: Raw -489691.077911 + Penalty 2723.424768 = -486967.653143
  nChanged 10
		SP:Iteration 32Q (8610.690000 sec): 3 clusters
  Score: Raw -489695.814904 + Penalty 2723.424768 = -486972.390136
  nChanged 9
		SP:Iteration 33Q (8610.690000 sec): 3 clusters
  Score: Raw -489704.039097 + Penalty 2723.424768 = -486980.614330
  nChanged 13
		SP:Iteration 34Q (8610.710000 sec): 3 clusters
  Score: Raw -489711.890009 + Penalty 2723.424768 = -486988.465241
  nChanged 12
		SP:Iteration 35Q (8610.710000 sec): 3 clusters
  Score: Raw -489721.026735 + Penalty 2723.424768 = -486997.601967
  nChanged 14
		SP:Iteration 36Q (8610.720000 sec): 3 clusters
  Score: Raw -489730.666790 + Penalty 2723.424768 = -487007.242022
  nChanged 11
		SP:Iteration 37Q (8610.730000 sec): 3 clusters
  Score: Raw -489740.487228 + Penalty 2723.424768 = -487017.062461
  nChanged 10
		SP:Iteration 38Q (8610.740000 sec): 3 clusters
  Score: Raw -489746.777743 + Penalty 2723.424768 = -487023.352976
  nChanged 9
		SP:Iteration 39Q (8610.750000 sec): 3 clusters
  Score: Raw -489751.031233 + Penalty 2723.424768 = -487027.606466
  nChanged 5
		SP:Iteration 40F (8610.760000 sec): 3 clusters
  Score: Raw -489754.047924 + Penalty 2723.424768 = -487030.623156
  nChanged 5
		SP:Iteration 41Q (8610.770000 sec): 3 clusters
  Score: Raw -489755.970334 + Penalty 2723.424768 = -487032.545567
  nChanged 4
		SP:Iteration 42Q (8610.780000 sec): 3 clusters
  Score: Raw -489757.924509 + Penalty 2723.424768 = -487034.499742
  nChanged 7
		SP:Iteration 43Q (8610.790000 sec): 3 clusters
  Score: Raw -489761.699514 + Penalty 2723.424768 = -487038.274746
  nChanged 5
		SP:Iteration 44Q (8610.800000 sec): 3 clusters
  Score: Raw -489764.297291 + Penalty 2723.424768 = -487040.872523
  nChanged 0
		SP:Iteration 45F (8610.810000 sec): 3 clusters
  Score: Raw -489764.297291 + Penalty 2723.424768 = -487040.872523
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8610.820000 sec): 2 clusters
  Score: Raw -260190.042267 + Penalty 1263.003881 = -258927.038386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8610.830000 sec): 3 clusters
  Score: Raw -259121.499863 + Penalty 2526.007762 = -256595.492101
  nChanged 825
		SP:Iteration 1F (8610.830000 sec): 3 clusters
  Score: Raw -259669.219539 + Penalty 2526.007762 = -257143.211777
  nChanged 219
		SP:Iteration 2F (8610.840000 sec): 3 clusters
  Score: Raw -259874.717140 + Penalty 2526.007762 = -257348.709378
  nChanged 157
		SP:Iteration 3F (8610.840000 sec): 3 clusters
  Score: Raw -260012.404582 + Penalty 2526.007762 = -257486.396820
  nChanged 119
		SP:Iteration 4F (8610.850000 sec): 3 clusters
  Score: Raw -260123.189434 + Penalty 2526.007762 = -257597.181672
  nChanged 115
		SP:Iteration 5Q (8610.850000 sec): 3 clusters
  Score: Raw -260264.247618 + Penalty 2526.007762 = -257738.239856
  nChanged 109
		SP:Iteration 6Q (8610.860000 sec): 3 clusters
  Score: Raw -260402.183843 + Penalty 2526.007762 = -257876.176081
  nChanged 98
		SP:Iteration 7Q (8610.870000 sec): 3 clusters
  Score: Raw -260529.141461 + Penalty 2526.007762 = -258003.133699
  nChanged 94
		SP:Iteration 8Q (8610.870000 sec): 3 clusters
  Score: Raw -260630.589006 + Penalty 2526.007762 = -258104.581244
  nChanged 62
		SP:Iteration 9Q (8610.880000 sec): 3 clusters
  Score: Raw -260696.739733 + Penalty 2526.007762 = -258170.731971
  nChanged 44
		SP:Iteration 10Q (8610.880000 sec): 3 clusters
  Score: Raw -260743.806057 + Penalty 2526.007762 = -258217.798295
  nChanged 33
		SP:Iteration 11Q (8610.890000 sec): 3 clusters
  Score: Raw -260775.035416 + Penalty 2526.007762 = -258249.027654
  nChanged 25
		SP:Iteration 12Q (8610.890000 sec): 3 clusters
  Score: Raw -260797.322926 + Penalty 2526.007762 = -258271.315164
  nChanged 17
		SP:Iteration 13Q (8610.900000 sec): 3 clusters
  Score: Raw -260809.916824 + Penalty 2526.007762 = -258283.909062
  nChanged 10
		SP:Iteration 14Q (8610.910000 sec): 3 clusters
  Score: Raw -260815.874632 + Penalty 2526.007762 = -258289.866870
  nChanged 5
		SP:Iteration 15Q (8610.910000 sec): 3 clusters
  Score: Raw -260818.560907 + Penalty 2526.007762 = -258292.553145
  nChanged 4
		SP:Iteration 16Q (8610.910000 sec): 3 clusters
  Score: Raw -260821.179958 + Penalty 2526.007762 = -258295.172196
  nChanged 3
		SP:Iteration 17Q (8610.920000 sec): 3 clusters
  Score: Raw -260823.246729 + Penalty 2526.007762 = -258297.238967
  nChanged 0
		SP:Iteration 18F (8610.930000 sec): 3 clusters
  Score: Raw -260823.246729 + Penalty 2526.007762 = -258297.238967
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (8094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8610.950000 sec): 2 clusters
  Score: Raw -898547.824223 + Penalty 1462.317728 = -897085.506496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8610.970000 sec): 3 clusters
  Score: Raw -894083.703391 + Penalty 2924.635456 = -891159.067935
  nChanged 3413
		SP:Iteration 1F (8610.990000 sec): 3 clusters
  Score: Raw -895896.562647 + Penalty 2924.635456 = -892971.927191
  nChanged 602
		SP:Iteration 2F (8611.010000 sec): 3 clusters
  Score: Raw -896288.482516 + Penalty 2924.635456 = -893363.847060
  nChanged 569
		SP:Iteration 3F (8611.030000 sec): 3 clusters
  Score: Raw -896651.240416 + Penalty 2924.635456 = -893726.604960
  nChanged 511
		SP:Iteration 4F (8611.050000 sec): 3 clusters
  Score: Raw -896977.539475 + Penalty 2924.635456 = -894052.904020
  nChanged 467
		SP:Iteration 5F (8611.070000 sec): 3 clusters
  Score: Raw -897260.476274 + Penalty 2924.635456 = -894335.840819
  nChanged 424
		SP:Iteration 6F (8611.090000 sec): 3 clusters
  Score: Raw -897525.689882 + Penalty 2924.635456 = -894601.054426
  nChanged 372
		SP:Iteration 7Q (8611.120000 sec): 3 clusters
  Score: Raw -897762.415482 + Penalty 2924.635456 = -894837.780026
  nChanged 368
		SP:Iteration 8Q (8611.140000 sec): 3 clusters
  Score: Raw -898017.819226 + Penalty 2924.635456 = -895093.183770
  nChanged 307
		SP:Iteration 9Q (8611.160000 sec): 3 clusters
  Score: Raw -898210.154654 + Penalty 2924.635456 = -895285.519198
  nChanged 245
		SP:Iteration 10Q (8611.180000 sec): 3 clusters
  Score: Raw -898355.028645 + Penalty 2924.635456 = -895430.393189
  nChanged 188
		SP:Iteration 11Q (8611.200000 sec): 3 clusters
  Score: Raw -898460.910047 + Penalty 2924.635456 = -895536.274591
  nChanged 144
		SP:Iteration 12Q (8611.220000 sec): 3 clusters
  Score: Raw -898542.561360 + Penalty 2924.635456 = -895617.925904
  nChanged 120
		SP:Iteration 13Q (8611.230000 sec): 3 clusters
  Score: Raw -898607.536130 + Penalty 2924.635456 = -895682.900675
  nChanged 94
		SP:Iteration 14Q (8611.250000 sec): 3 clusters
  Score: Raw -898658.589638 + Penalty 2924.635456 = -895733.954182
  nChanged 101
		SP:Iteration 15Q (8611.270000 sec): 3 clusters
  Score: Raw -898716.520520 + Penalty 2924.635456 = -895791.885064
  nChanged 81
		SP:Iteration 16Q (8611.290000 sec): 3 clusters
  Score: Raw -898766.867310 + Penalty 2924.635456 = -895842.231854
  nChanged 67
		SP:Iteration 17Q (8611.310000 sec): 3 clusters
  Score: Raw -898808.908440 + Penalty 2924.635456 = -895884.272984
  nChanged 59
		SP:Iteration 18Q (8611.330000 sec): 3 clusters
  Score: Raw -898842.478631 + Penalty 2924.635456 = -895917.843176
  nChanged 44
		SP:Iteration 19Q (8611.350000 sec): 3 clusters
  Score: Raw -898867.960775 + Penalty 2924.635456 = -895943.325319
  nChanged 42
		SP:Iteration 20F (8611.370000 sec): 3 clusters
  Score: Raw -898893.845125 + Penalty 2924.635456 = -895969.209669
  nChanged 38
		SP:Iteration 21Q (8611.390000 sec): 3 clusters
  Score: Raw -898920.230469 + Penalty 2924.635456 = -895995.595013
  nChanged 29
		SP:Iteration 22Q (8611.410000 sec): 3 clusters
  Score: Raw -898936.924435 + Penalty 2924.635456 = -896012.288980
  nChanged 26
		SP:Iteration 23Q (8611.420000 sec): 3 clusters
  Score: Raw -898951.962718 + Penalty 2924.635456 = -896027.327262
  nChanged 23
		SP:Iteration 24Q (8611.440000 sec): 3 clusters
  Score: Raw -898963.692925 + Penalty 2924.635456 = -896039.057470
  nChanged 17
		SP:Iteration 25Q (8611.460000 sec): 3 clusters
  Score: Raw -898972.965141 + Penalty 2924.635456 = -896048.329686
  nChanged 14
		SP:Iteration 26Q (8611.470000 sec): 3 clusters
  Score: Raw -898982.537253 + Penalty 2924.635456 = -896057.901798
  nChanged 15
		SP:Iteration 27Q (8611.490000 sec): 3 clusters
  Score: Raw -898995.676532 + Penalty 2924.635456 = -896071.041076
  nChanged 20
		SP:Iteration 28Q (8611.510000 sec): 3 clusters
  Score: Raw -899010.890594 + Penalty 2924.635456 = -896086.255138
  nChanged 25
		SP:Iteration 29Q (8611.530000 sec): 3 clusters
  Score: Raw -899024.210379 + Penalty 2924.635456 = -896099.574924
  nChanged 17
		SP:Iteration 30Q (8611.540000 sec): 3 clusters
  Score: Raw -899032.866557 + Penalty 2924.635456 = -896108.231101
  nChanged 13
		SP:Iteration 31Q (8611.560000 sec): 3 clusters
  Score: Raw -899038.747480 + Penalty 2924.635456 = -896114.112025
  nChanged 11
		SP:Iteration 32Q (8611.580000 sec): 3 clusters
  Score: Raw -899045.307743 + Penalty 2924.635456 = -896120.672287
  nChanged 13
		SP:Iteration 33Q (8611.590000 sec): 3 clusters
  Score: Raw -899052.180619 + Penalty 2924.635456 = -896127.545163
  nChanged 8
		SP:Iteration 34Q (8611.610000 sec): 3 clusters
  Score: Raw -899054.785377 + Penalty 2924.635456 = -896130.149922
  nChanged 5
		SP:Iteration 35Q (8611.630000 sec): 3 clusters
  Score: Raw -899057.194951 + Penalty 2924.635456 = -896132.559496
  nChanged 4
		SP:Iteration 36Q (8611.640000 sec): 3 clusters
  Score: Raw -899059.804885 + Penalty 2924.635456 = -896135.169429
  nChanged 5
		SP:Iteration 37Q (8611.660000 sec): 3 clusters
  Score: Raw -899063.226963 + Penalty 2924.635456 = -896138.591507
  nChanged 3
		SP:Iteration 38Q (8611.680000 sec): 3 clusters
  Score: Raw -899064.540389 + Penalty 2924.635456 = -896139.904933
  nChanged 1
		SP:Iteration 39Q (8611.690000 sec): 3 clusters
  Score: Raw -899064.930277 + Penalty 2924.635456 = -896140.294821
  nChanged 0
		SP:Iteration 40F (8611.710000 sec): 3 clusters
  Score: Raw -899064.930277 + Penalty 2924.635456 = -896140.294821
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8611.810000 sec): 2 clusters
  Score: Raw -3748957.146226 + Penalty 1684.867571 = -3747272.278655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8611.890000 sec): 3 clusters
  Score: Raw -3729331.610400 + Penalty 3369.735143 = -3725961.875258
  nChanged 14685
		SP:Iteration 1F (8611.980000 sec): 3 clusters
  Score: Raw -3737387.153208 + Penalty 3369.735143 = -3734017.418065
  nChanged 1255
		SP:Iteration 2Q (8612.060000 sec): 3 clusters
  Score: Raw -3737729.785842 + Penalty 3369.735143 = -3734360.050699
  nChanged 1150
		SP:Iteration 3Q (8612.150000 sec): 3 clusters
  Score: Raw -3738072.926301 + Penalty 3369.735143 = -3734703.191158
  nChanged 1169
		SP:Iteration 4Q (8612.230000 sec): 3 clusters
  Score: Raw -3738475.536545 + Penalty 3369.735143 = -3735105.801403
  nChanged 1226
		SP:Iteration 5Q (8612.320000 sec): 3 clusters
  Score: Raw -3738929.151715 + Penalty 3369.735143 = -3735559.416573
  nChanged 1332
		SP:Iteration 6Q (8612.410000 sec): 3 clusters
  Score: Raw -3739491.113567 + Penalty 3369.735143 = -3736121.378424
  nChanged 1481
		SP:Iteration 7Q (8612.490000 sec): 3 clusters
  Score: Raw -3740229.555581 + Penalty 3369.735143 = -3736859.820438
  nChanged 1642
		SP:Iteration 8F (8612.580000 sec): 3 clusters
  Score: Raw -3741166.182497 + Penalty 3369.735143 = -3737796.447355
  nChanged 1747
		SP:Iteration 9F (8612.670000 sec): 3 clusters
  Score: Raw -3742313.585363 + Penalty 3369.735143 = -3738943.850220
  nChanged 1789
		SP:Iteration 10F (8612.750000 sec): 3 clusters
  Score: Raw -3743598.314682 + Penalty 3369.735143 = -3740228.579539
  nChanged 1714
		SP:Iteration 11F (8612.830000 sec): 3 clusters
  Score: Raw -3744875.823571 + Penalty 3369.735143 = -3741506.088429
  nChanged 1434
		SP:Iteration 12Q (8612.910000 sec): 3 clusters
  Score: Raw -3745922.609822 + Penalty 3369.735143 = -3742552.874679
  nChanged 1163
		SP:Iteration 13Q (8612.990000 sec): 3 clusters
  Score: Raw -3746766.558083 + Penalty 3369.735143 = -3743396.822940
  nChanged 908
		SP:Iteration 14Q (8613.060000 sec): 3 clusters
  Score: Raw -3747394.062680 + Penalty 3369.735143 = -3744024.327538
  nChanged 692
		SP:Iteration 15Q (8613.130000 sec): 3 clusters
  Score: Raw -3747872.121351 + Penalty 3369.735143 = -3744502.386208
  nChanged 531
		SP:Iteration 16Q (8613.200000 sec): 3 clusters
  Score: Raw -3748245.824121 + Penalty 3369.735143 = -3744876.088978
  nChanged 441
		SP:Iteration 17Q (8613.260000 sec): 3 clusters
  Score: Raw -3748562.298109 + Penalty 3369.735143 = -3745192.562966
  nChanged 314
		SP:Iteration 18Q (8613.320000 sec): 3 clusters
  Score: Raw -3748793.508461 + Penalty 3369.735143 = -3745423.773319
  nChanged 215
		SP:Iteration 19Q (8613.390000 sec): 3 clusters
  Score: Raw -3748957.346086 + Penalty 3369.735143 = -3745587.610943
  nChanged 144
		SP:Iteration 20F (8613.470000 sec): 3 clusters
  Score: Raw -3749066.646852 + Penalty 3369.735143 = -3745696.911709
  nChanged 83
		SP:Iteration 21Q (8613.520000 sec): 3 clusters
  Score: Raw -3749127.505760 + Penalty 3369.735143 = -3745757.770617
  nChanged 58
		SP:Iteration 22Q (8613.580000 sec): 3 clusters
  Score: Raw -3749162.839170 + Penalty 3369.735143 = -3745793.104027
  nChanged 43
		SP:Iteration 23Q (8613.640000 sec): 3 clusters
  Score: Raw -3749188.830006 + Penalty 3369.735143 = -3745819.094863
  nChanged 32
		SP:Iteration 24Q (8613.700000 sec): 3 clusters
  Score: Raw -3749209.292832 + Penalty 3369.735143 = -3745839.557689
  nChanged 25
		SP:Iteration 25Q (8613.760000 sec): 3 clusters
  Score: Raw -3749235.343587 + Penalty 3369.735143 = -3745865.608445
  nChanged 20
		SP:Iteration 26Q (8613.820000 sec): 3 clusters
  Score: Raw -3749251.323968 + Penalty 3369.735143 = -3745881.588825
  nChanged 18
		SP:Iteration 27Q (8613.880000 sec): 3 clusters
  Score: Raw -3749264.808117 + Penalty 3369.735143 = -3745895.072975
  nChanged 10
		SP:Iteration 28Q (8613.940000 sec): 3 clusters
  Score: Raw -3749271.157678 + Penalty 3369.735143 = -3745901.422535
  nChanged 8
		SP:Iteration 29Q (8613.990000 sec): 3 clusters
  Score: Raw -3749278.070220 + Penalty 3369.735143 = -3745908.335078
  nChanged 6
		SP:Iteration 30Q (8614.050000 sec): 3 clusters
  Score: Raw -3749282.249087 + Penalty 3369.735143 = -3745912.513945
  nChanged 6
		SP:Iteration 31Q (8614.100000 sec): 3 clusters
  Score: Raw -3749289.474771 + Penalty 3369.735143 = -3745919.739629
  nChanged 7
		SP:Iteration 32Q (8614.160000 sec): 3 clusters
  Score: Raw -3749296.232537 + Penalty 3369.735143 = -3745926.497394
  nChanged 8
		SP:Iteration 33Q (8614.220000 sec): 3 clusters
  Score: Raw -3749302.856700 + Penalty 3369.735143 = -3745933.121558
  nChanged 4
		SP:Iteration 34Q (8614.280000 sec): 3 clusters
  Score: Raw -3749304.457252 + Penalty 3369.735143 = -3745934.722109
  nChanged 2
		SP:Iteration 35Q (8614.330000 sec): 3 clusters
  Score: Raw -3749305.512169 + Penalty 3369.735143 = -3745935.777026
  nChanged 1
		SP:Iteration 36Q (8614.390000 sec): 3 clusters
  Score: Raw -3749305.967822 + Penalty 3369.735143 = -3745936.232679
  nChanged 2
		SP:Iteration 37Q (8614.450000 sec): 3 clusters
  Score: Raw -3749307.529419 + Penalty 3369.735143 = -3745937.794276
  nChanged 4
		SP:Iteration 38Q (8614.500000 sec): 3 clusters
  Score: Raw -3749310.294043 + Penalty 3369.735143 = -3745940.558900
  nChanged 1
		SP:Iteration 39Q (8614.560000 sec): 3 clusters
  Score: Raw -3749310.761669 + Penalty 3369.735143 = -3745941.026526
  nChanged 2
		SP:Iteration 40F (8614.640000 sec): 3 clusters
  Score: Raw -3749312.196428 + Penalty 3369.735143 = -3745942.461285
  nChanged 3
		SP:Iteration 41Q (8614.700000 sec): 3 clusters
  Score: Raw -3749313.180756 + Penalty 3369.735143 = -3745943.445613
  nChanged 0
		SP:Iteration 42F (8614.780000 sec): 3 clusters
  Score: Raw -3749313.180756 + Penalty 3369.735143 = -3745943.445613
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8614.800000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8614.800000 sec): 3 clusters
  Score: Raw -28339.454191 + Penalty 1810.950060 = -26528.504130
  nChanged 47
		SP:Iteration 1F (8614.800000 sec): 3 clusters
  Score: Raw -28468.573152 + Penalty 1810.950060 = -26657.623092
  nChanged 12
		SP:Iteration 2Q (8614.800000 sec): 3 clusters
  Score: Raw -28504.309651 + Penalty 1810.950060 = -26693.359591
  nChanged 9
		SP:Iteration 3Q (8614.800000 sec): 3 clusters
  Score: Raw -28525.318912 + Penalty 1810.950060 = -26714.368851
  nChanged 3
		SP:Iteration 4Q (8614.800000 sec): 3 clusters
  Score: Raw -28534.835388 + Penalty 1810.950060 = -26723.885328
  nChanged 1
		SP:Iteration 5Q (8614.800000 sec): 3 clusters
  Score: Raw -28538.858516 + Penalty 1810.950060 = -26727.908455
  nChanged 1
		SP:Iteration 6Q (8614.800000 sec): 3 clusters
  Score: Raw -28541.594754 + Penalty 1810.950060 = -26730.644693
  nChanged 0
		SP:Iteration 7F (8614.800000 sec): 3 clusters
  Score: Raw -28541.594754 + Penalty 1810.950060 = -26730.644693
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8614.810000 sec): 2 clusters
  Score: Raw -287831.154092 + Penalty 1274.434115 = -286556.719977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8614.820000 sec): 3 clusters
  Score: Raw -286687.634516 + Penalty 2548.868229 = -284138.766286
  nChanged 935
		SP:Iteration 1F (8614.820000 sec): 3 clusters
  Score: Raw -287253.511023 + Penalty 2548.868229 = -284704.642794
  nChanged 210
		SP:Iteration 2F (8614.830000 sec): 3 clusters
  Score: Raw -287406.578836 + Penalty 2548.868229 = -284857.710607
  nChanged 140
		SP:Iteration 3F (8614.840000 sec): 3 clusters
  Score: Raw -287493.560741 + Penalty 2548.868229 = -284944.692512
  nChanged 102
		SP:Iteration 4Q (8614.840000 sec): 3 clusters
  Score: Raw -287568.611073 + Penalty 2548.868229 = -285019.742843
  nChanged 101
		SP:Iteration 5Q (8614.850000 sec): 3 clusters
  Score: Raw -287645.439481 + Penalty 2548.868229 = -285096.571252
  nChanged 89
		SP:Iteration 6Q (8614.860000 sec): 3 clusters
  Score: Raw -287708.943314 + Penalty 2548.868229 = -285160.075085
  nChanged 69
		SP:Iteration 7Q (8614.860000 sec): 3 clusters
  Score: Raw -287756.022346 + Penalty 2548.868229 = -285207.154116
  nChanged 53
		SP:Iteration 8Q (8614.870000 sec): 3 clusters
  Score: Raw -287791.568559 + Penalty 2548.868229 = -285242.700330
  nChanged 41
		SP:Iteration 9Q (8614.880000 sec): 3 clusters
  Score: Raw -287817.876472 + Penalty 2548.868229 = -285269.008243
  nChanged 46
		SP:Iteration 10Q (8614.880000 sec): 3 clusters
  Score: Raw -287848.822149 + Penalty 2548.868229 = -285299.953920
  nChanged 52
		SP:Iteration 11Q (8614.890000 sec): 3 clusters
  Score: Raw -287896.551659 + Penalty 2548.868229 = -285347.683430
  nChanged 74
		SP:Iteration 12Q (8614.900000 sec): 3 clusters
  Score: Raw -287984.761758 + Penalty 2548.868229 = -285435.893528
  nChanged 74
		SP:Iteration 13Q (8614.900000 sec): 3 clusters
  Score: Raw -288085.484219 + Penalty 2548.868229 = -285536.615990
  nChanged 83
		SP:Iteration 14Q (8614.910000 sec): 3 clusters
  Score: Raw -288186.877018 + Penalty 2548.868229 = -285638.008789
  nChanged 71
		SP:Iteration 15Q (8614.910000 sec): 3 clusters
  Score: Raw -288287.833779 + Penalty 2548.868229 = -285738.965550
  nChanged 57
		SP:Iteration 16Q (8614.920000 sec): 3 clusters
  Score: Raw -288352.870675 + Penalty 2548.868229 = -285804.002446
  nChanged 35
		SP:Iteration 17Q (8614.920000 sec): 3 clusters
  Score: Raw -288392.842771 + Penalty 2548.868229 = -285843.974541
  nChanged 23
		SP:Iteration 18Q (8614.930000 sec): 3 clusters
  Score: Raw -288418.016643 + Penalty 2548.868229 = -285869.148413
  nChanged 16
		SP:Iteration 19Q (8614.940000 sec): 3 clusters
  Score: Raw -288438.300173 + Penalty 2548.868229 = -285889.431944
  nChanged 17
		SP:Iteration 20F (8614.940000 sec): 3 clusters
  Score: Raw -288453.568247 + Penalty 2548.868229 = -285904.700017
  nChanged 10
		SP:Iteration 21Q (8614.950000 sec): 3 clusters
  Score: Raw -288463.227309 + Penalty 2548.868229 = -285914.359079
  nChanged 4
		SP:Iteration 22Q (8614.950000 sec): 3 clusters
  Score: Raw -288466.696996 + Penalty 2548.868229 = -285917.828767
  nChanged 5
		SP:Iteration 23Q (8614.960000 sec): 3 clusters
  Score: Raw -288469.496049 + Penalty 2548.868229 = -285920.627819
  nChanged 1
		SP:Iteration 24Q (8614.960000 sec): 3 clusters
  Score: Raw -288470.025806 + Penalty 2548.868229 = -285921.157577
  nChanged 0
		SP:Iteration 25F (8614.970000 sec): 3 clusters
  Score: Raw -288470.025806 + Penalty 2548.868229 = -285921.157577
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8614.970000 sec): 2 clusters
  Score: Raw -20746.235033 + Penalty 872.728680 = -19873.506354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8614.970000 sec): 3 clusters
  Score: Raw -20824.498173 + Penalty 1745.457359 = -19079.040814
  nChanged 23
		SP:Iteration 1F (8614.980000 sec): 3 clusters
  Score: Raw -20895.496978 + Penalty 1745.457359 = -19150.039619
  nChanged 10
		SP:Iteration 2Q (8614.980000 sec): 3 clusters
  Score: Raw -20975.411854 + Penalty 1745.457359 = -19229.954495
  nChanged 4
		SP:Iteration 3Q (8614.980000 sec): 3 clusters
  Score: Raw -21035.673492 + Penalty 1745.457359 = -19290.216133
  nChanged 3
		SP:Iteration 4Q (8614.980000 sec): 3 clusters
  Score: Raw -21052.997106 + Penalty 1745.457359 = -19307.539747
  nChanged 4
		SP:Iteration 5Q (8614.980000 sec): 3 clusters
  Score: Raw -21068.150303 + Penalty 1745.457359 = -19322.692944
  nChanged 2
		SP:Iteration 6Q (8614.980000 sec): 3 clusters
  Score: Raw -21078.503910 + Penalty 1745.457359 = -19333.046550
  nChanged 1
		SP:Iteration 7Q (8614.980000 sec): 3 clusters
  Score: Raw -21082.155558 + Penalty 1745.457359 = -19336.698199
  nChanged 1
		SP:Iteration 8Q (8614.980000 sec): 3 clusters
  Score: Raw -21085.932533 + Penalty 1745.457359 = -19340.475174
  nChanged 1
		SP:Iteration 9Q (8614.980000 sec): 3 clusters
  Score: Raw -21092.090873 + Penalty 1745.457359 = -19346.633514
  nChanged 1
		SP:Iteration 10Q (8614.980000 sec): 3 clusters
  Score: Raw -21094.577750 + Penalty 1745.457359 = -19349.120391
  nChanged 0
		SP:Iteration 11F (8614.980000 sec): 3 clusters
  Score: Raw -21094.577750 + Penalty 1745.457359 = -19349.120391
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (15862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8615.030000 sec): 2 clusters
  Score: Raw -1727868.552071 + Penalty 1571.648258 = -1726296.903812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8615.080000 sec): 3 clusters
  Score: Raw -1718396.335348 + Penalty 3143.296517 = -1715253.038831
  nChanged 7061
		SP:Iteration 1F (8615.120000 sec): 3 clusters
  Score: Raw -1722328.289619 + Penalty 3143.296517 = -1719184.993102
  nChanged 890
		SP:Iteration 2F (8615.160000 sec): 3 clusters
  Score: Raw -1722706.045736 + Penalty 3143.296517 = -1719562.749219
  nChanged 781
		SP:Iteration 3Q (8615.200000 sec): 3 clusters
  Score: Raw -1723028.666977 + Penalty 3143.296517 = -1719885.370461
  nChanged 752
		SP:Iteration 4Q (8615.240000 sec): 3 clusters
  Score: Raw -1723359.721572 + Penalty 3143.296517 = -1720216.425055
  nChanged 723
		SP:Iteration 5Q (8615.280000 sec): 3 clusters
  Score: Raw -1723733.945750 + Penalty 3143.296517 = -1720590.649233
  nChanged 751
		SP:Iteration 6Q (8615.320000 sec): 3 clusters
  Score: Raw -1724171.608664 + Penalty 3143.296517 = -1721028.312147
  nChanged 859
		SP:Iteration 7F (8615.360000 sec): 3 clusters
  Score: Raw -1724683.515447 + Penalty 3143.296517 = -1721540.218930
  nChanged 845
		SP:Iteration 8F (8615.400000 sec): 3 clusters
  Score: Raw -1725149.927297 + Penalty 3143.296517 = -1722006.630780
  nChanged 761
		SP:Iteration 9Q (8615.440000 sec): 3 clusters
  Score: Raw -1725550.900227 + Penalty 3143.296517 = -1722407.603710
  nChanged 672
		SP:Iteration 10Q (8615.480000 sec): 3 clusters
  Score: Raw -1725888.779277 + Penalty 3143.296517 = -1722745.482760
  nChanged 626
		SP:Iteration 11Q (8615.520000 sec): 3 clusters
  Score: Raw -1726182.937503 + Penalty 3143.296517 = -1723039.640986
  nChanged 519
		SP:Iteration 12Q (8615.560000 sec): 3 clusters
  Score: Raw -1726408.446923 + Penalty 3143.296517 = -1723265.150406
  nChanged 449
		SP:Iteration 13Q (8615.600000 sec): 3 clusters
  Score: Raw -1726572.256074 + Penalty 3143.296517 = -1723428.959557
  nChanged 361
		SP:Iteration 14Q (8615.650000 sec): 3 clusters
  Score: Raw -1726705.305033 + Penalty 3143.296517 = -1723562.008516
  nChanged 348
		SP:Iteration 15Q (8615.690000 sec): 3 clusters
  Score: Raw -1726834.499300 + Penalty 3143.296517 = -1723691.202783
  nChanged 339
		SP:Iteration 16Q (8615.730000 sec): 3 clusters
  Score: Raw -1726956.457096 + Penalty 3143.296517 = -1723813.160579
  nChanged 295
		SP:Iteration 17Q (8615.760000 sec): 3 clusters
  Score: Raw -1727050.729975 + Penalty 3143.296517 = -1723907.433458
  nChanged 240
		SP:Iteration 18Q (8615.800000 sec): 3 clusters
  Score: Raw -1727102.310579 + Penalty 3143.296517 = -1723959.014063
  nChanged 165
		SP:Iteration 19Q (8615.840000 sec): 3 clusters
  Score: Raw -1727130.640094 + Penalty 3143.296517 = -1723987.343577
  nChanged 133
		SP:Iteration 20F (8615.890000 sec): 3 clusters
  Score: Raw -1727151.485994 + Penalty 3143.296517 = -1724008.189477
  nChanged 130
		SP:Iteration 21Q (8615.920000 sec): 3 clusters
  Score: Raw -1727171.210586 + Penalty 3143.296517 = -1724027.914069
  nChanged 91
		SP:Iteration 22Q (8615.970000 sec): 3 clusters
  Score: Raw -1727183.382258 + Penalty 3143.296517 = -1724040.085741
  nChanged 86
		SP:Iteration 23Q (8616.010000 sec): 3 clusters
  Score: Raw -1727195.882018 + Penalty 3143.296517 = -1724052.585501
  nChanged 77
		SP:Iteration 24Q (8616.050000 sec): 3 clusters
  Score: Raw -1727206.672900 + Penalty 3143.296517 = -1724063.376383
  nChanged 79
		SP:Iteration 25Q (8616.090000 sec): 3 clusters
  Score: Raw -1727216.723585 + Penalty 3143.296517 = -1724073.427068
  nChanged 70
		SP:Iteration 26Q (8616.130000 sec): 3 clusters
  Score: Raw -1727225.643466 + Penalty 3143.296517 = -1724082.346949
  nChanged 64
		SP:Iteration 27Q (8616.170000 sec): 3 clusters
  Score: Raw -1727234.392879 + Penalty 3143.296517 = -1724091.096362
  nChanged 73
		SP:Iteration 28Q (8616.210000 sec): 3 clusters
  Score: Raw -1727245.418399 + Penalty 3143.296517 = -1724102.121882
  nChanged 68
		SP:Iteration 29Q (8616.240000 sec): 3 clusters
  Score: Raw -1727256.351350 + Penalty 3143.296517 = -1724113.054833
  nChanged 67
		SP:Iteration 30Q (8616.280000 sec): 3 clusters
  Score: Raw -1727264.923590 + Penalty 3143.296517 = -1724121.627073
  nChanged 71
		SP:Iteration 31Q (8616.320000 sec): 3 clusters
  Score: Raw -1727272.801955 + Penalty 3143.296517 = -1724129.505439
  nChanged 47
		SP:Iteration 32Q (8616.360000 sec): 3 clusters
  Score: Raw -1727276.889010 + Penalty 3143.296517 = -1724133.592493
  nChanged 44
		SP:Iteration 33Q (8616.400000 sec): 3 clusters
  Score: Raw -1727281.979446 + Penalty 3143.296517 = -1724138.682929
  nChanged 40
		SP:Iteration 34Q (8616.440000 sec): 3 clusters
  Score: Raw -1727286.091844 + Penalty 3143.296517 = -1724142.795327
  nChanged 44
		SP:Iteration 35Q (8616.480000 sec): 3 clusters
  Score: Raw -1727290.107878 + Penalty 3143.296517 = -1724146.811361
  nChanged 37
		SP:Iteration 36Q (8616.520000 sec): 3 clusters
  Score: Raw -1727294.613915 + Penalty 3143.296517 = -1724151.317398
  nChanged 40
		SP:Iteration 37Q (8616.560000 sec): 3 clusters
  Score: Raw -1727299.595104 + Penalty 3143.296517 = -1724156.298587
  nChanged 51
		SP:Iteration 38Q (8616.600000 sec): 3 clusters
  Score: Raw -1727305.943256 + Penalty 3143.296517 = -1724162.646739
  nChanged 45
		SP:Iteration 39Q (8616.640000 sec): 3 clusters
  Score: Raw -1727311.253202 + Penalty 3143.296517 = -1724167.956685
  nChanged 44
		SP:Iteration 40F (8616.680000 sec): 3 clusters
  Score: Raw -1727315.632543 + Penalty 3143.296517 = -1724172.336026
  nChanged 34
		SP:Iteration 41Q (8616.720000 sec): 3 clusters
  Score: Raw -1727318.584579 + Penalty 3143.296517 = -1724175.288062
  nChanged 29
		SP:Iteration 42Q (8616.760000 sec): 3 clusters
  Score: Raw -1727321.356010 + Penalty 3143.296517 = -1724178.059493
  nChanged 30
		SP:Iteration 43Q (8616.800000 sec): 3 clusters
  Score: Raw -1727324.449995 + Penalty 3143.296517 = -1724181.153478
  nChanged 33
		SP:Iteration 44Q (8616.830000 sec): 3 clusters
  Score: Raw -1727328.029778 + Penalty 3143.296517 = -1724184.733261
  nChanged 27
		SP:Iteration 45Q (8616.870000 sec): 3 clusters
  Score: Raw -1727331.260358 + Penalty 3143.296517 = -1724187.963842
  nChanged 30
		SP:Iteration 46Q (8616.910000 sec): 3 clusters
  Score: Raw -1727333.977391 + Penalty 3143.296517 = -1724190.680874
  nChanged 28
		SP:Iteration 47Q (8616.950000 sec): 3 clusters
  Score: Raw -1727336.177689 + Penalty 3143.296517 = -1724192.881172
  nChanged 25
		SP:Iteration 48Q (8616.990000 sec): 3 clusters
  Score: Raw -1727338.136241 + Penalty 3143.296517 = -1724194.839724
  nChanged 20
		SP:Iteration 49Q (8617.030000 sec): 3 clusters
  Score: Raw -1727340.091445 + Penalty 3143.296517 = -1724196.794928
  nChanged 15
		SP:Iteration 50Q (8617.070000 sec): 3 clusters
  Score: Raw -1727341.626033 + Penalty 3143.296517 = -1724198.329516
  nChanged 21
		SP:Iteration 51Q (8617.110000 sec): 3 clusters
  Score: Raw -1727343.441652 + Penalty 3143.296517 = -1724200.145135
  nChanged 16
		SP:Iteration 52Q (8617.150000 sec): 3 clusters
  Score: Raw -1727344.379328 + Penalty 3143.296517 = -1724201.082811
  nChanged 15
		SP:Iteration 53Q (8617.190000 sec): 3 clusters
  Score: Raw -1727345.476840 + Penalty 3143.296517 = -1724202.180323
  nChanged 19
		SP:Iteration 54Q (8617.230000 sec): 3 clusters
  Score: Raw -1727347.204135 + Penalty 3143.296517 = -1724203.907618
  nChanged 20
		SP:Iteration 55Q (8617.270000 sec): 3 clusters
  Score: Raw -1727349.063238 + Penalty 3143.296517 = -1724205.766721
  nChanged 13
		SP:Iteration 56Q (8617.310000 sec): 3 clusters
  Score: Raw -1727350.116152 + Penalty 3143.296517 = -1724206.819635
  nChanged 10
		SP:Iteration 57Q (8617.340000 sec): 3 clusters
  Score: Raw -1727350.915016 + Penalty 3143.296517 = -1724207.618499
  nChanged 10
		SP:Iteration 58Q (8617.380000 sec): 3 clusters
  Score: Raw -1727351.750517 + Penalty 3143.296517 = -1724208.454000
  nChanged 6
		SP:Iteration 59Q (8617.420000 sec): 3 clusters
  Score: Raw -1727352.139818 + Penalty 3143.296517 = -1724208.843301
  nChanged 4
		SP:Iteration 60F (8617.460000 sec): 3 clusters
  Score: Raw -1727352.293074 + Penalty 3143.296517 = -1724208.996557
  nChanged 3
		SP:Iteration 61Q (8617.500000 sec): 3 clusters
  Score: Raw -1727352.393743 + Penalty 3143.296517 = -1724209.097226
  nChanged 2
		SP:Iteration 62Q (8617.540000 sec): 3 clusters
  Score: Raw -1727352.503460 + Penalty 3143.296517 = -1724209.206943
  nChanged 0
		SP:Iteration 63F (8617.580000 sec): 3 clusters
  Score: Raw -1727352.503460 + Penalty 3143.296517 = -1724209.206943
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (5046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8617.600000 sec): 2 clusters
  Score: Raw -542702.131538 + Penalty 1385.532058 = -541316.599479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8617.620000 sec): 3 clusters
  Score: Raw -540136.445831 + Penalty 2771.064117 = -537365.381714
  nChanged 2023
		SP:Iteration 1F (8617.630000 sec): 3 clusters
  Score: Raw -541534.494954 + Penalty 2771.064117 = -538763.430837
  nChanged 418
		SP:Iteration 2F (8617.640000 sec): 3 clusters
  Score: Raw -541847.717731 + Penalty 2771.064117 = -539076.653614
  nChanged 331
		SP:Iteration 3F (8617.660000 sec): 3 clusters
  Score: Raw -542051.280579 + Penalty 2771.064117 = -539280.216462
  nChanged 234
		SP:Iteration 4Q (8617.670000 sec): 3 clusters
  Score: Raw -542194.638141 + Penalty 2771.064117 = -539423.574024
  nChanged 218
		SP:Iteration 5Q (8617.680000 sec): 3 clusters
  Score: Raw -542341.610532 + Penalty 2771.064117 = -539570.546415
  nChanged 219
		SP:Iteration 6Q (8617.690000 sec): 3 clusters
  Score: Raw -542515.572600 + Penalty 2771.064117 = -539744.508483
  nChanged 236
		SP:Iteration 7Q (8617.700000 sec): 3 clusters
  Score: Raw -542717.581707 + Penalty 2771.064117 = -539946.517590
  nChanged 242
		SP:Iteration 8Q (8617.720000 sec): 3 clusters
  Score: Raw -542931.036084 + Penalty 2771.064117 = -540159.971967
  nChanged 229
		SP:Iteration 9Q (8617.730000 sec): 3 clusters
  Score: Raw -543122.030734 + Penalty 2771.064117 = -540350.966617
  nChanged 197
		SP:Iteration 10Q (8617.740000 sec): 3 clusters
  Score: Raw -543271.934357 + Penalty 2771.064117 = -540500.870240
  nChanged 155
		SP:Iteration 11Q (8617.750000 sec): 3 clusters
  Score: Raw -543379.509369 + Penalty 2771.064117 = -540608.445252
  nChanged 124
		SP:Iteration 12Q (8617.760000 sec): 3 clusters
  Score: Raw -543453.349706 + Penalty 2771.064117 = -540682.285589
  nChanged 105
		SP:Iteration 13Q (8617.780000 sec): 3 clusters
  Score: Raw -543505.173230 + Penalty 2771.064117 = -540734.109113
  nChanged 71
		SP:Iteration 14Q (8617.790000 sec): 3 clusters
  Score: Raw -543543.311982 + Penalty 2771.064117 = -540772.247865
  nChanged 57
		SP:Iteration 15Q (8617.800000 sec): 3 clusters
  Score: Raw -543575.391289 + Penalty 2771.064117 = -540804.327172
  nChanged 41
		SP:Iteration 16Q (8617.810000 sec): 3 clusters
  Score: Raw -543598.716477 + Penalty 2771.064117 = -540827.652360
  nChanged 44
		SP:Iteration 17Q (8617.820000 sec): 3 clusters
  Score: Raw -543625.873677 + Penalty 2771.064117 = -540854.809560
  nChanged 48
		SP:Iteration 18Q (8617.840000 sec): 3 clusters
  Score: Raw -543670.239448 + Penalty 2771.064117 = -540899.175331
  nChanged 52
		SP:Iteration 19Q (8617.850000 sec): 3 clusters
  Score: Raw -543715.562644 + Penalty 2771.064117 = -540944.498527
  nChanged 54
		SP:Iteration 20F (8617.860000 sec): 3 clusters
  Score: Raw -543742.450661 + Penalty 2771.064117 = -540971.386544
  nChanged 26
		SP:Iteration 21Q (8617.870000 sec): 3 clusters
  Score: Raw -543754.507293 + Penalty 2771.064117 = -540983.443176
  nChanged 21
		SP:Iteration 22Q (8617.880000 sec): 3 clusters
  Score: Raw -543762.262738 + Penalty 2771.064117 = -540991.198621
  nChanged 17
		SP:Iteration 23Q (8617.900000 sec): 3 clusters
  Score: Raw -543766.971213 + Penalty 2771.064117 = -540995.907096
  nChanged 10
		SP:Iteration 24Q (8617.900000 sec): 3 clusters
  Score: Raw -543768.490679 + Penalty 2771.064117 = -540997.426562
  nChanged 4
		SP:Iteration 25Q (8617.920000 sec): 3 clusters
  Score: Raw -543769.070588 + Penalty 2771.064117 = -540998.006471
  nChanged 3
		SP:Iteration 26Q (8617.930000 sec): 3 clusters
  Score: Raw -543769.908086 + Penalty 2771.064117 = -540998.843969
  nChanged 4
		SP:Iteration 27Q (8617.940000 sec): 3 clusters
  Score: Raw -543771.270064 + Penalty 2771.064117 = -541000.205947
  nChanged 3
		SP:Iteration 28Q (8617.950000 sec): 3 clusters
  Score: Raw -543771.819389 + Penalty 2771.064117 = -541000.755272
  nChanged 2
		SP:Iteration 29Q (8617.960000 sec): 3 clusters
  Score: Raw -543772.070253 + Penalty 2771.064117 = -541001.006136
  nChanged 1
		SP:Iteration 30Q (8617.970000 sec): 3 clusters
  Score: Raw -543772.220610 + Penalty 2771.064117 = -541001.156493
  nChanged 0
		SP:Iteration 31F (8617.990000 sec): 3 clusters
  Score: Raw -543772.220610 + Penalty 2771.064117 = -541001.156493
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.000000 sec): 2 clusters
  Score: Raw -124200.830297 + Penalty 1143.516987 = -123057.313310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.000000 sec): 3 clusters
  Score: Raw -123815.484716 + Penalty 2287.033975 = -121528.450741
  nChanged 355
		SP:Iteration 1F (8618.000000 sec): 3 clusters
  Score: Raw -124113.078329 + Penalty 2287.033975 = -121826.044355
  nChanged 79
		SP:Iteration 2F (8618.000000 sec): 3 clusters
  Score: Raw -124211.912023 + Penalty 2287.033975 = -121924.878048
  nChanged 60
		SP:Iteration 3F (8618.010000 sec): 3 clusters
  Score: Raw -124262.847442 + Penalty 2287.033975 = -121975.813467
  nChanged 36
		SP:Iteration 4Q (8618.010000 sec): 3 clusters
  Score: Raw -124297.738925 + Penalty 2287.033975 = -122010.704950
  nChanged 17
		SP:Iteration 5Q (8618.010000 sec): 3 clusters
  Score: Raw -124318.391388 + Penalty 2287.033975 = -122031.357414
  nChanged 16
		SP:Iteration 6Q (8618.020000 sec): 3 clusters
  Score: Raw -124341.257340 + Penalty 2287.033975 = -122054.223366
  nChanged 19
		SP:Iteration 7Q (8618.020000 sec): 3 clusters
  Score: Raw -124365.120351 + Penalty 2287.033975 = -122078.086376
  nChanged 20
		SP:Iteration 8Q (8618.020000 sec): 3 clusters
  Score: Raw -124385.324280 + Penalty 2287.033975 = -122098.290305
  nChanged 11
		SP:Iteration 9Q (8618.020000 sec): 3 clusters
  Score: Raw -124397.617780 + Penalty 2287.033975 = -122110.583806
  nChanged 11
		SP:Iteration 10Q (8618.030000 sec): 3 clusters
  Score: Raw -124406.979075 + Penalty 2287.033975 = -122119.945101
  nChanged 11
		SP:Iteration 11Q (8618.030000 sec): 3 clusters
  Score: Raw -124421.413562 + Penalty 2287.033975 = -122134.379587
  nChanged 11
		SP:Iteration 12Q (8618.030000 sec): 3 clusters
  Score: Raw -124432.763686 + Penalty 2287.033975 = -122145.729712
  nChanged 6
		SP:Iteration 13Q (8618.040000 sec): 3 clusters
  Score: Raw -124437.616624 + Penalty 2287.033975 = -122150.582650
  nChanged 1
		SP:Iteration 14Q (8618.040000 sec): 3 clusters
  Score: Raw -124437.807536 + Penalty 2287.033975 = -122150.773561
  nChanged 0
		SP:Iteration 15F (8618.040000 sec): 3 clusters
  Score: Raw -124437.807536 + Penalty 2287.033975 = -122150.773561
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.050000 sec): 2 clusters
  Score: Raw -126028.445152 + Penalty 1158.119756 = -124870.325395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.050000 sec): 3 clusters
  Score: Raw -125595.658505 + Penalty 2316.239513 = -123279.418992
  nChanged 393
		SP:Iteration 1F (8618.060000 sec): 3 clusters
  Score: Raw -125954.680596 + Penalty 2316.239513 = -123638.441083
  nChanged 114
		SP:Iteration 2F (8618.060000 sec): 3 clusters
  Score: Raw -126084.210138 + Penalty 2316.239513 = -123767.970625
  nChanged 82
		SP:Iteration 3F (8618.060000 sec): 3 clusters
  Score: Raw -126181.101235 + Penalty 2316.239513 = -123864.861722
  nChanged 48
		SP:Iteration 4Q (8618.060000 sec): 3 clusters
  Score: Raw -126233.844083 + Penalty 2316.239513 = -123917.604570
  nChanged 29
		SP:Iteration 5Q (8618.070000 sec): 3 clusters
  Score: Raw -126256.183861 + Penalty 2316.239513 = -123939.944348
  nChanged 17
		SP:Iteration 6Q (8618.070000 sec): 3 clusters
  Score: Raw -126266.395724 + Penalty 2316.239513 = -123950.156211
  nChanged 10
		SP:Iteration 7Q (8618.070000 sec): 3 clusters
  Score: Raw -126274.243934 + Penalty 2316.239513 = -123958.004421
  nChanged 13
		SP:Iteration 8Q (8618.080000 sec): 3 clusters
  Score: Raw -126289.999205 + Penalty 2316.239513 = -123973.759692
  nChanged 12
		SP:Iteration 9Q (8618.080000 sec): 3 clusters
  Score: Raw -126297.556167 + Penalty 2316.239513 = -123981.316654
  nChanged 7
		SP:Iteration 10Q (8618.080000 sec): 3 clusters
  Score: Raw -126302.279880 + Penalty 2316.239513 = -123986.040367
  nChanged 7
		SP:Iteration 11Q (8618.080000 sec): 3 clusters
  Score: Raw -126304.396685 + Penalty 2316.239513 = -123988.157172
  nChanged 3
		SP:Iteration 12Q (8618.090000 sec): 3 clusters
  Score: Raw -126305.862980 + Penalty 2316.239513 = -123989.623467
  nChanged 1
		SP:Iteration 13Q (8618.090000 sec): 3 clusters
  Score: Raw -126307.456033 + Penalty 2316.239513 = -123991.216520
  nChanged 2
		SP:Iteration 14Q (8618.090000 sec): 3 clusters
  Score: Raw -126310.064226 + Penalty 2316.239513 = -123993.824713
  nChanged 2
		SP:Iteration 15Q (8618.100000 sec): 3 clusters
  Score: Raw -126311.381931 + Penalty 2316.239513 = -123995.142418
  nChanged 1
		SP:Iteration 16Q (8618.100000 sec): 3 clusters
  Score: Raw -126311.600235 + Penalty 2316.239513 = -123995.360722
  nChanged 1
		SP:Iteration 17Q (8618.100000 sec): 3 clusters
  Score: Raw -126312.271722 + Penalty 2316.239513 = -123996.032209
  nChanged 3
		SP:Iteration 18Q (8618.100000 sec): 3 clusters
  Score: Raw -126315.905999 + Penalty 2316.239513 = -123999.666486
  nChanged 3
		SP:Iteration 19Q (8618.110000 sec): 3 clusters
  Score: Raw -126319.341545 + Penalty 2316.239513 = -124003.102033
  nChanged 1
		SP:Iteration 20F (8618.110000 sec): 3 clusters
  Score: Raw -126320.115356 + Penalty 2316.239513 = -124003.875843
  nChanged 3
		SP:Iteration 21Q (8618.120000 sec): 3 clusters
  Score: Raw -126321.866211 + Penalty 2316.239513 = -124005.626699
  nChanged 2
		SP:Iteration 22Q (8618.120000 sec): 3 clusters
  Score: Raw -126324.602469 + Penalty 2316.239513 = -124008.362956
  nChanged 3
		SP:Iteration 23Q (8618.120000 sec): 3 clusters
  Score: Raw -126326.884203 + Penalty 2316.239513 = -124010.644690
  nChanged 4
		SP:Iteration 24Q (8618.120000 sec): 3 clusters
  Score: Raw -126328.140075 + Penalty 2316.239513 = -124011.900562
  nChanged 1
		SP:Iteration 25Q (8618.130000 sec): 3 clusters
  Score: Raw -126328.414637 + Penalty 2316.239513 = -124012.175124
  nChanged 1
		SP:Iteration 26Q (8618.130000 sec): 3 clusters
  Score: Raw -126328.616569 + Penalty 2316.239513 = -124012.377056
  nChanged 0
		SP:Iteration 27F (8618.130000 sec): 3 clusters
  Score: Raw -126328.616569 + Penalty 2316.239513 = -124012.377056
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.140000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.140000 sec): 3 clusters
  Score: Raw -66380.554415 + Penalty 2066.861507 = -64313.692907
  nChanged 145
		SP:Iteration 1F (8618.140000 sec): 3 clusters
  Score: Raw -66532.092654 + Penalty 2066.861507 = -64465.231146
  nChanged 32
		SP:Iteration 2F (8618.140000 sec): 3 clusters
  Score: Raw -66574.614288 + Penalty 2066.861507 = -64507.752781
  nChanged 13
		SP:Iteration 3Q (8618.140000 sec): 3 clusters
  Score: Raw -66594.033736 + Penalty 2066.861507 = -64527.172229
  nChanged 15
		SP:Iteration 4Q (8618.140000 sec): 3 clusters
  Score: Raw -66622.490700 + Penalty 2066.861507 = -64555.629193
  nChanged 17
		SP:Iteration 5Q (8618.150000 sec): 3 clusters
  Score: Raw -66642.757756 + Penalty 2066.861507 = -64575.896249
  nChanged 11
		SP:Iteration 6Q (8618.150000 sec): 3 clusters
  Score: Raw -66657.892525 + Penalty 2066.861507 = -64591.031017
  nChanged 9
		SP:Iteration 7Q (8618.150000 sec): 3 clusters
  Score: Raw -66673.223442 + Penalty 2066.861507 = -64606.361935
  nChanged 10
		SP:Iteration 8Q (8618.150000 sec): 3 clusters
  Score: Raw -66692.293485 + Penalty 2066.861507 = -64625.431977
  nChanged 10
		SP:Iteration 9Q (8618.150000 sec): 3 clusters
  Score: Raw -66713.917684 + Penalty 2066.861507 = -64647.056177
  nChanged 6
		SP:Iteration 10Q (8618.150000 sec): 3 clusters
  Score: Raw -66725.862526 + Penalty 2066.861507 = -64659.001019
  nChanged 1
		SP:Iteration 11Q (8618.160000 sec): 3 clusters
  Score: Raw -66726.602795 + Penalty 2066.861507 = -64659.741288
  nChanged 0
		SP:Iteration 12F (8618.160000 sec): 3 clusters
  Score: Raw -66726.602795 + Penalty 2066.861507 = -64659.741288
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.170000 sec): 2 clusters
  Score: Raw -343992.538301 + Penalty 1308.756651 = -342683.781650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.180000 sec): 3 clusters
  Score: Raw -342470.701558 + Penalty 2617.513302 = -339853.188256
  nChanged 1223
		SP:Iteration 1F (8618.190000 sec): 3 clusters
  Score: Raw -343157.244583 + Penalty 2617.513302 = -340539.731281
  nChanged 252
		SP:Iteration 2F (8618.200000 sec): 3 clusters
  Score: Raw -343318.592701 + Penalty 2617.513302 = -340701.079399
  nChanged 183
		SP:Iteration 3F (8618.200000 sec): 3 clusters
  Score: Raw -343405.817177 + Penalty 2617.513302 = -340788.303874
  nChanged 109
		SP:Iteration 4Q (8618.210000 sec): 3 clusters
  Score: Raw -343457.188132 + Penalty 2617.513302 = -340839.674830
  nChanged 83
		SP:Iteration 5Q (8618.220000 sec): 3 clusters
  Score: Raw -343508.065521 + Penalty 2617.513302 = -340890.552219
  nChanged 89
		SP:Iteration 6Q (8618.220000 sec): 3 clusters
  Score: Raw -343550.129214 + Penalty 2617.513302 = -340932.615912
  nChanged 60
		SP:Iteration 7Q (8618.230000 sec): 3 clusters
  Score: Raw -343573.209110 + Penalty 2617.513302 = -340955.695808
  nChanged 53
		SP:Iteration 8Q (8618.240000 sec): 3 clusters
  Score: Raw -343595.176208 + Penalty 2617.513302 = -340977.662906
  nChanged 45
		SP:Iteration 9Q (8618.250000 sec): 3 clusters
  Score: Raw -343614.137806 + Penalty 2617.513302 = -340996.624504
  nChanged 40
		SP:Iteration 10Q (8618.260000 sec): 3 clusters
  Score: Raw -343626.684902 + Penalty 2617.513302 = -341009.171600
  nChanged 29
		SP:Iteration 11Q (8618.260000 sec): 3 clusters
  Score: Raw -343638.632741 + Penalty 2617.513302 = -341021.119439
  nChanged 33
		SP:Iteration 12Q (8618.270000 sec): 3 clusters
  Score: Raw -343651.540806 + Penalty 2617.513302 = -341034.027504
  nChanged 29
		SP:Iteration 13Q (8618.280000 sec): 3 clusters
  Score: Raw -343661.654939 + Penalty 2617.513302 = -341044.141637
  nChanged 27
		SP:Iteration 14Q (8618.290000 sec): 3 clusters
  Score: Raw -343672.796797 + Penalty 2617.513302 = -341055.283495
  nChanged 26
		SP:Iteration 15Q (8618.300000 sec): 3 clusters
  Score: Raw -343682.877245 + Penalty 2617.513302 = -341065.363943
  nChanged 24
		SP:Iteration 16Q (8618.300000 sec): 3 clusters
  Score: Raw -343691.162019 + Penalty 2617.513302 = -341073.648717
  nChanged 26
		SP:Iteration 17Q (8618.310000 sec): 3 clusters
  Score: Raw -343700.194586 + Penalty 2617.513302 = -341082.681284
  nChanged 28
		SP:Iteration 18Q (8618.320000 sec): 3 clusters
  Score: Raw -343709.367199 + Penalty 2617.513302 = -341091.853897
  nChanged 19
		SP:Iteration 19Q (8618.330000 sec): 3 clusters
  Score: Raw -343714.772340 + Penalty 2617.513302 = -341097.259038
  nChanged 20
		SP:Iteration 20F (8618.340000 sec): 3 clusters
  Score: Raw -343721.606680 + Penalty 2617.513302 = -341104.093378
  nChanged 24
		SP:Iteration 21Q (8618.340000 sec): 3 clusters
  Score: Raw -343729.834807 + Penalty 2617.513302 = -341112.321504
  nChanged 31
		SP:Iteration 22Q (8618.350000 sec): 3 clusters
  Score: Raw -343742.148422 + Penalty 2617.513302 = -341124.635120
  nChanged 33
		SP:Iteration 23Q (8618.360000 sec): 3 clusters
  Score: Raw -343754.951723 + Penalty 2617.513302 = -341137.438421
  nChanged 34
		SP:Iteration 24Q (8618.360000 sec): 3 clusters
  Score: Raw -343764.890366 + Penalty 2617.513302 = -341147.377064
  nChanged 31
		SP:Iteration 25Q (8618.370000 sec): 3 clusters
  Score: Raw -343777.442003 + Penalty 2617.513302 = -341159.928701
  nChanged 32
		SP:Iteration 26Q (8618.380000 sec): 3 clusters
  Score: Raw -343794.226013 + Penalty 2617.513302 = -341176.712711
  nChanged 34
		SP:Iteration 27Q (8618.390000 sec): 3 clusters
  Score: Raw -343812.743325 + Penalty 2617.513302 = -341195.230023
  nChanged 31
		SP:Iteration 28Q (8618.400000 sec): 3 clusters
  Score: Raw -343830.500952 + Penalty 2617.513302 = -341212.987649
  nChanged 31
		SP:Iteration 29Q (8618.400000 sec): 3 clusters
  Score: Raw -343850.948412 + Penalty 2617.513302 = -341233.435110
  nChanged 36
		SP:Iteration 30Q (8618.410000 sec): 3 clusters
  Score: Raw -343867.186393 + Penalty 2617.513302 = -341249.673091
  nChanged 33
		SP:Iteration 31Q (8618.420000 sec): 3 clusters
  Score: Raw -343881.865208 + Penalty 2617.513302 = -341264.351906
  nChanged 40
		SP:Iteration 32Q (8618.430000 sec): 3 clusters
  Score: Raw -343899.000983 + Penalty 2617.513302 = -341281.487681
  nChanged 37
		SP:Iteration 33Q (8618.440000 sec): 3 clusters
  Score: Raw -343920.365830 + Penalty 2617.513302 = -341302.852528
  nChanged 48
		SP:Iteration 34Q (8618.440000 sec): 3 clusters
  Score: Raw -343951.905138 + Penalty 2617.513302 = -341334.391836
  nChanged 48
		SP:Iteration 35Q (8618.450000 sec): 3 clusters
  Score: Raw -343976.494447 + Penalty 2617.513302 = -341358.981144
  nChanged 39
		SP:Iteration 36Q (8618.460000 sec): 3 clusters
  Score: Raw -343997.315315 + Penalty 2617.513302 = -341379.802013
  nChanged 43
		SP:Iteration 37Q (8618.460000 sec): 3 clusters
  Score: Raw -344020.603051 + Penalty 2617.513302 = -341403.089749
  nChanged 35
		SP:Iteration 38Q (8618.470000 sec): 3 clusters
  Score: Raw -344038.762552 + Penalty 2617.513302 = -341421.249250
  nChanged 34
		SP:Iteration 39Q (8618.480000 sec): 3 clusters
  Score: Raw -344055.603926 + Penalty 2617.513302 = -341438.090624
  nChanged 29
		SP:Iteration 40F (8618.490000 sec): 3 clusters
  Score: Raw -344075.776707 + Penalty 2617.513302 = -341458.263405
  nChanged 30
		SP:Iteration 41Q (8618.500000 sec): 3 clusters
  Score: Raw -344092.704986 + Penalty 2617.513302 = -341475.191683
  nChanged 24
		SP:Iteration 42Q (8618.500000 sec): 3 clusters
  Score: Raw -344104.281490 + Penalty 2617.513302 = -341486.768187
  nChanged 15
		SP:Iteration 43Q (8618.510000 sec): 3 clusters
  Score: Raw -344112.089246 + Penalty 2617.513302 = -341494.575944
  nChanged 10
		SP:Iteration 44Q (8618.520000 sec): 3 clusters
  Score: Raw -344116.452734 + Penalty 2617.513302 = -341498.939432
  nChanged 14
		SP:Iteration 45Q (8618.520000 sec): 3 clusters
  Score: Raw -344121.663884 + Penalty 2617.513302 = -341504.150582
  nChanged 13
		SP:Iteration 46Q (8618.530000 sec): 3 clusters
  Score: Raw -344126.804848 + Penalty 2617.513302 = -341509.291546
  nChanged 11
		SP:Iteration 47Q (8618.540000 sec): 3 clusters
  Score: Raw -344132.130736 + Penalty 2617.513302 = -341514.617434
  nChanged 9
		SP:Iteration 48Q (8618.550000 sec): 3 clusters
  Score: Raw -344135.250455 + Penalty 2617.513302 = -341517.737152
  nChanged 5
		SP:Iteration 49Q (8618.560000 sec): 3 clusters
  Score: Raw -344136.423103 + Penalty 2617.513302 = -341518.909801
  nChanged 4
		SP:Iteration 50Q (8618.560000 sec): 3 clusters
  Score: Raw -344138.037845 + Penalty 2617.513302 = -341520.524543
  nChanged 3
		SP:Iteration 51Q (8618.570000 sec): 3 clusters
  Score: Raw -344138.466852 + Penalty 2617.513302 = -341520.953549
  nChanged 1
		SP:Iteration 52Q (8618.580000 sec): 3 clusters
  Score: Raw -344138.643905 + Penalty 2617.513302 = -341521.130603
  nChanged 1
		SP:Iteration 53Q (8618.580000 sec): 3 clusters
  Score: Raw -344138.861626 + Penalty 2617.513302 = -341521.348324
  nChanged 1
		SP:Iteration 54Q (8618.590000 sec): 3 clusters
  Score: Raw -344138.992454 + Penalty 2617.513302 = -341521.479152
  nChanged 0
		SP:Iteration 55F (8618.600000 sec): 3 clusters
  Score: Raw -344138.992454 + Penalty 2617.513302 = -341521.479152
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.600000 sec): 2 clusters
  Score: Raw -27202.075210 + Penalty 897.886103 = -26304.189107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.610000 sec): 3 clusters
  Score: Raw -27279.451452 + Penalty 1795.772205 = -25483.679246
  nChanged 42
		SP:Iteration 1F (8618.610000 sec): 3 clusters
  Score: Raw -27378.575282 + Penalty 1795.772205 = -25582.803077
  nChanged 10
		SP:Iteration 2Q (8618.610000 sec): 3 clusters
  Score: Raw -27402.795629 + Penalty 1795.772205 = -25607.023424
  nChanged 3
		SP:Iteration 3Q (8618.610000 sec): 3 clusters
  Score: Raw -27409.388701 + Penalty 1795.772205 = -25613.616496
  nChanged 0
		SP:Iteration 4F (8618.610000 sec): 3 clusters
  Score: Raw -27409.388701 + Penalty 1795.772205 = -25613.616496
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.620000 sec): 2 clusters
  Score: Raw -222577.234906 + Penalty 1245.456328 = -221331.778578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.620000 sec): 3 clusters
  Score: Raw -221646.617065 + Penalty 2490.912655 = -219155.704409
  nChanged 754
		SP:Iteration 1F (8618.630000 sec): 3 clusters
  Score: Raw -222150.371184 + Penalty 2490.912655 = -219659.458529
  nChanged 169
		SP:Iteration 2F (8618.640000 sec): 3 clusters
  Score: Raw -222285.361016 + Penalty 2490.912655 = -219794.448360
  nChanged 124
		SP:Iteration 3F (8618.640000 sec): 3 clusters
  Score: Raw -222375.914835 + Penalty 2490.912655 = -219885.002180
  nChanged 87
		SP:Iteration 4Q (8618.650000 sec): 3 clusters
  Score: Raw -222443.938789 + Penalty 2490.912655 = -219953.026134
  nChanged 75
		SP:Iteration 5Q (8618.650000 sec): 3 clusters
  Score: Raw -222492.127578 + Penalty 2490.912655 = -220001.214923
  nChanged 59
		SP:Iteration 6Q (8618.660000 sec): 3 clusters
  Score: Raw -222537.014038 + Penalty 2490.912655 = -220046.101383
  nChanged 49
		SP:Iteration 7Q (8618.660000 sec): 3 clusters
  Score: Raw -222576.596402 + Penalty 2490.912655 = -220085.683746
  nChanged 47
		SP:Iteration 8Q (8618.670000 sec): 3 clusters
  Score: Raw -222606.501698 + Penalty 2490.912655 = -220115.589043
  nChanged 38
		SP:Iteration 9Q (8618.670000 sec): 3 clusters
  Score: Raw -222629.396463 + Penalty 2490.912655 = -220138.483808
  nChanged 39
		SP:Iteration 10Q (8618.680000 sec): 3 clusters
  Score: Raw -222649.213359 + Penalty 2490.912655 = -220158.300703
  nChanged 34
		SP:Iteration 11Q (8618.680000 sec): 3 clusters
  Score: Raw -222664.515165 + Penalty 2490.912655 = -220173.602509
  nChanged 26
		SP:Iteration 12Q (8618.690000 sec): 3 clusters
  Score: Raw -222678.116371 + Penalty 2490.912655 = -220187.203715
  nChanged 30
		SP:Iteration 13Q (8618.690000 sec): 3 clusters
  Score: Raw -222694.843483 + Penalty 2490.912655 = -220203.930828
  nChanged 32
		SP:Iteration 14Q (8618.700000 sec): 3 clusters
  Score: Raw -222712.425498 + Penalty 2490.912655 = -220221.512842
  nChanged 26
		SP:Iteration 15Q (8618.700000 sec): 3 clusters
  Score: Raw -222727.727080 + Penalty 2490.912655 = -220236.814425
  nChanged 24
		SP:Iteration 16Q (8618.710000 sec): 3 clusters
  Score: Raw -222739.743846 + Penalty 2490.912655 = -220248.831191
  nChanged 25
		SP:Iteration 17Q (8618.710000 sec): 3 clusters
  Score: Raw -222757.154396 + Penalty 2490.912655 = -220266.241740
  nChanged 19
		SP:Iteration 18Q (8618.720000 sec): 3 clusters
  Score: Raw -222768.425471 + Penalty 2490.912655 = -220277.512816
  nChanged 20
		SP:Iteration 19Q (8618.720000 sec): 3 clusters
  Score: Raw -222781.893861 + Penalty 2490.912655 = -220290.981206
  nChanged 20
		SP:Iteration 20F (8618.730000 sec): 3 clusters
  Score: Raw -222796.252686 + Penalty 2490.912655 = -220305.340030
  nChanged 17
		SP:Iteration 21Q (8618.740000 sec): 3 clusters
  Score: Raw -222809.383939 + Penalty 2490.912655 = -220318.471284
  nChanged 21
		SP:Iteration 22Q (8618.740000 sec): 3 clusters
  Score: Raw -222824.975260 + Penalty 2490.912655 = -220334.062605
  nChanged 18
		SP:Iteration 23Q (8618.740000 sec): 3 clusters
  Score: Raw -222839.416930 + Penalty 2490.912655 = -220348.504275
  nChanged 21
		SP:Iteration 24Q (8618.750000 sec): 3 clusters
  Score: Raw -222854.698849 + Penalty 2490.912655 = -220363.786194
  nChanged 18
		SP:Iteration 25Q (8618.760000 sec): 3 clusters
  Score: Raw -222865.278908 + Penalty 2490.912655 = -220374.366252
  nChanged 13
		SP:Iteration 26Q (8618.760000 sec): 3 clusters
  Score: Raw -222873.839132 + Penalty 2490.912655 = -220382.926477
  nChanged 13
		SP:Iteration 27Q (8618.760000 sec): 3 clusters
  Score: Raw -222882.909164 + Penalty 2490.912655 = -220391.996508
  nChanged 14
		SP:Iteration 28Q (8618.770000 sec): 3 clusters
  Score: Raw -222892.165226 + Penalty 2490.912655 = -220401.252571
  nChanged 12
		SP:Iteration 29Q (8618.780000 sec): 3 clusters
  Score: Raw -222901.422405 + Penalty 2490.912655 = -220410.509750
  nChanged 11
		SP:Iteration 30Q (8618.780000 sec): 3 clusters
  Score: Raw -222908.189840 + Penalty 2490.912655 = -220417.277184
  nChanged 10
		SP:Iteration 31Q (8618.780000 sec): 3 clusters
  Score: Raw -222914.474385 + Penalty 2490.912655 = -220423.561729
  nChanged 11
		SP:Iteration 32Q (8618.790000 sec): 3 clusters
  Score: Raw -222924.031047 + Penalty 2490.912655 = -220433.118391
  nChanged 12
		SP:Iteration 33Q (8618.800000 sec): 3 clusters
  Score: Raw -222936.209337 + Penalty 2490.912655 = -220445.296682
  nChanged 16
		SP:Iteration 34Q (8618.800000 sec): 3 clusters
  Score: Raw -222946.951268 + Penalty 2490.912655 = -220456.038613
  nChanged 15
		SP:Iteration 35Q (8618.810000 sec): 3 clusters
  Score: Raw -222956.425369 + Penalty 2490.912655 = -220465.512714
  nChanged 14
		SP:Iteration 36Q (8618.810000 sec): 3 clusters
  Score: Raw -222971.156813 + Penalty 2490.912655 = -220480.244157
  nChanged 11
		SP:Iteration 37Q (8618.820000 sec): 3 clusters
  Score: Raw -222984.546303 + Penalty 2490.912655 = -220493.633648
  nChanged 16
		SP:Iteration 38Q (8618.820000 sec): 3 clusters
  Score: Raw -222999.208738 + Penalty 2490.912655 = -220508.296083
  nChanged 10
		SP:Iteration 39Q (8618.820000 sec): 3 clusters
  Score: Raw -223004.884484 + Penalty 2490.912655 = -220513.971829
  nChanged 12
		SP:Iteration 40F (8618.830000 sec): 3 clusters
  Score: Raw -223018.203591 + Penalty 2490.912655 = -220527.290935
  nChanged 25
		SP:Iteration 41Q (8618.840000 sec): 3 clusters
  Score: Raw -223047.355645 + Penalty 2490.912655 = -220556.442990
  nChanged 35
		SP:Iteration 42Q (8618.840000 sec): 3 clusters
  Score: Raw -223089.568999 + Penalty 2490.912655 = -220598.656344
  nChanged 40
		SP:Iteration 43Q (8618.840000 sec): 3 clusters
  Score: Raw -223148.397451 + Penalty 2490.912655 = -220657.484796
  nChanged 43
		SP:Iteration 44Q (8618.850000 sec): 3 clusters
  Score: Raw -223201.028240 + Penalty 2490.912655 = -220710.115585
  nChanged 49
		SP:Iteration 45Q (8618.860000 sec): 3 clusters
  Score: Raw -223256.601269 + Penalty 2490.912655 = -220765.688613
  nChanged 45
		SP:Iteration 46Q (8618.860000 sec): 3 clusters
  Score: Raw -223307.725145 + Penalty 2490.912655 = -220816.812490
  nChanged 42
		SP:Iteration 47Q (8618.860000 sec): 3 clusters
  Score: Raw -223362.189766 + Penalty 2490.912655 = -220871.277111
  nChanged 34
		SP:Iteration 48Q (8618.870000 sec): 3 clusters
  Score: Raw -223407.038801 + Penalty 2490.912655 = -220916.126146
  nChanged 44
		SP:Iteration 49Q (8618.870000 sec): 3 clusters
  Score: Raw -223462.229035 + Penalty 2490.912655 = -220971.316380
  nChanged 39
		SP:Iteration 50Q (8618.880000 sec): 3 clusters
  Score: Raw -223508.685232 + Penalty 2490.912655 = -221017.772576
  nChanged 31
		SP:Iteration 51Q (8618.880000 sec): 3 clusters
  Score: Raw -223544.025150 + Penalty 2490.912655 = -221053.112494
  nChanged 30
		SP:Iteration 52Q (8618.890000 sec): 3 clusters
  Score: Raw -223568.942179 + Penalty 2490.912655 = -221078.029523
  nChanged 23
		SP:Iteration 53Q (8618.890000 sec): 3 clusters
  Score: Raw -223588.178364 + Penalty 2490.912655 = -221097.265708
  nChanged 16
		SP:Iteration 54Q (8618.900000 sec): 3 clusters
  Score: Raw -223601.660302 + Penalty 2490.912655 = -221110.747646
  nChanged 13
		SP:Iteration 55Q (8618.900000 sec): 3 clusters
  Score: Raw -223614.350754 + Penalty 2490.912655 = -221123.438099
  nChanged 14
		SP:Iteration 56Q (8618.900000 sec): 3 clusters
  Score: Raw -223630.329098 + Penalty 2490.912655 = -221139.416442
  nChanged 17
		SP:Iteration 57Q (8618.910000 sec): 3 clusters
  Score: Raw -223643.292540 + Penalty 2490.912655 = -221152.379885
  nChanged 12
		SP:Iteration 58Q (8618.910000 sec): 3 clusters
  Score: Raw -223651.893794 + Penalty 2490.912655 = -221160.981138
  nChanged 10
		SP:Iteration 59Q (8618.920000 sec): 3 clusters
  Score: Raw -223657.641119 + Penalty 2490.912655 = -221166.728464
  nChanged 1
		SP:Iteration 60F (8618.920000 sec): 3 clusters
  Score: Raw -223661.405185 + Penalty 2490.912655 = -221170.492529
  nChanged 5
		SP:Iteration 61Q (8618.930000 sec): 3 clusters
  Score: Raw -223663.980316 + Penalty 2490.912655 = -221173.067661
  nChanged 4
		SP:Iteration 62Q (8618.930000 sec): 3 clusters
  Score: Raw -223665.748632 + Penalty 2490.912655 = -221174.835976
  nChanged 4
		SP:Iteration 63Q (8618.940000 sec): 3 clusters
  Score: Raw -223667.318965 + Penalty 2490.912655 = -221176.406310
  nChanged 3
		SP:Iteration 64Q (8618.940000 sec): 3 clusters
  Score: Raw -223668.867984 + Penalty 2490.912655 = -221177.955329
  nChanged 2
		SP:Iteration 65Q (8618.940000 sec): 3 clusters
  Score: Raw -223669.608841 + Penalty 2490.912655 = -221178.696186
  nChanged 1
		SP:Iteration 66Q (8618.950000 sec): 3 clusters
  Score: Raw -223669.935876 + Penalty 2490.912655 = -221179.023220
  nChanged 1
		SP:Iteration 67Q (8618.950000 sec): 3 clusters
  Score: Raw -223670.087851 + Penalty 2490.912655 = -221179.175196
  nChanged 0
		SP:Iteration 68F (8618.960000 sec): 3 clusters
  Score: Raw -223670.087851 + Penalty 2490.912655 = -221179.175196
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.960000 sec): 2 clusters
  Score: Raw -156291.745198 + Penalty 1183.113294 = -155108.631904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.970000 sec): 3 clusters
  Score: Raw -155782.107039 + Penalty 2366.226589 = -153415.880451
  nChanged 467
		SP:Iteration 1F (8618.970000 sec): 3 clusters
  Score: Raw -156184.827532 + Penalty 2366.226589 = -153818.600943
  nChanged 121
		SP:Iteration 2F (8618.980000 sec): 3 clusters
  Score: Raw -156308.349042 + Penalty 2366.226589 = -153942.122454
  nChanged 59
		SP:Iteration 3Q (8618.980000 sec): 3 clusters
  Score: Raw -156363.107868 + Penalty 2366.226589 = -153996.881279
  nChanged 39
		SP:Iteration 4Q (8618.980000 sec): 3 clusters
  Score: Raw -156408.546435 + Penalty 2366.226589 = -154042.319846
  nChanged 42
		SP:Iteration 5Q (8618.990000 sec): 3 clusters
  Score: Raw -156450.789664 + Penalty 2366.226589 = -154084.563076
  nChanged 39
		SP:Iteration 6Q (8618.990000 sec): 3 clusters
  Score: Raw -156481.969546 + Penalty 2366.226589 = -154115.742957
  nChanged 24
		SP:Iteration 7Q (8618.990000 sec): 3 clusters
  Score: Raw -156513.996213 + Penalty 2366.226589 = -154147.769625
  nChanged 39
		SP:Iteration 8Q (8619.000000 sec): 3 clusters
  Score: Raw -156565.975476 + Penalty 2366.226589 = -154199.748887
  nChanged 46
		SP:Iteration 9Q (8619.000000 sec): 3 clusters
  Score: Raw -156647.988937 + Penalty 2366.226589 = -154281.762348
  nChanged 57
		SP:Iteration 10Q (8619.000000 sec): 3 clusters
  Score: Raw -156743.776666 + Penalty 2366.226589 = -154377.550077
  nChanged 55
		SP:Iteration 11Q (8619.010000 sec): 3 clusters
  Score: Raw -156851.616221 + Penalty 2366.226589 = -154485.389633
  nChanged 61
		SP:Iteration 12Q (8619.010000 sec): 3 clusters
  Score: Raw -156976.476280 + Penalty 2366.226589 = -154610.249692
  nChanged 48
		SP:Iteration 13Q (8619.020000 sec): 3 clusters
  Score: Raw -157042.614510 + Penalty 2366.226589 = -154676.387922
  nChanged 34
		SP:Iteration 14Q (8619.020000 sec): 3 clusters
  Score: Raw -157075.758987 + Penalty 2366.226589 = -154709.532399
  nChanged 23
		SP:Iteration 15Q (8619.020000 sec): 3 clusters
  Score: Raw -157098.128899 + Penalty 2366.226589 = -154731.902311
  nChanged 21
		SP:Iteration 16Q (8619.020000 sec): 3 clusters
  Score: Raw -157115.988608 + Penalty 2366.226589 = -154749.762020
  nChanged 13
		SP:Iteration 17Q (8619.030000 sec): 3 clusters
  Score: Raw -157126.825814 + Penalty 2366.226589 = -154760.599226
  nChanged 12
		SP:Iteration 18Q (8619.030000 sec): 3 clusters
  Score: Raw -157139.275305 + Penalty 2366.226589 = -154773.048716
  nChanged 11
		SP:Iteration 19Q (8619.030000 sec): 3 clusters
  Score: Raw -157149.183117 + Penalty 2366.226589 = -154782.956528
  nChanged 9
		SP:Iteration 20F (8619.040000 sec): 3 clusters
  Score: Raw -157159.635053 + Penalty 2366.226589 = -154793.408464
  nChanged 8
		SP:Iteration 21Q (8619.040000 sec): 3 clusters
  Score: Raw -157165.827144 + Penalty 2366.226589 = -154799.600555
  nChanged 3
		SP:Iteration 22Q (8619.040000 sec): 3 clusters
  Score: Raw -157168.040825 + Penalty 2366.226589 = -154801.814237
  nChanged 2
		SP:Iteration 23Q (8619.050000 sec): 3 clusters
  Score: Raw -157168.968776 + Penalty 2366.226589 = -154802.742187
  nChanged 0
		SP:Iteration 24F (8619.050000 sec): 3 clusters
  Score: Raw -157168.968776 + Penalty 2366.226589 = -154802.742187
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.060000 sec): 2 clusters
  Score: Raw -48158.456005 + Penalty 994.190795 = -47164.265210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.060000 sec): 3 clusters
  Score: Raw -48148.376746 + Penalty 1988.381589 = -46159.995157
  nChanged 88
		SP:Iteration 1F (8619.060000 sec): 3 clusters
  Score: Raw -48458.242498 + Penalty 1988.381589 = -46469.860909
  nChanged 52
		SP:Iteration 2F (8619.060000 sec): 3 clusters
  Score: Raw -48576.351676 + Penalty 1988.381589 = -46587.970087
  nChanged 32
		SP:Iteration 3F (8619.060000 sec): 3 clusters
  Score: Raw -48655.642577 + Penalty 1988.381589 = -46667.260988
  nChanged 22
		SP:Iteration 4Q (8619.060000 sec): 3 clusters
  Score: Raw -48709.084581 + Penalty 1988.381589 = -46720.702992
  nChanged 9
		SP:Iteration 5Q (8619.060000 sec): 3 clusters
  Score: Raw -48733.872314 + Penalty 1988.381589 = -46745.490725
  nChanged 10
		SP:Iteration 6Q (8619.060000 sec): 3 clusters
  Score: Raw -48762.243142 + Penalty 1988.381589 = -46773.861553
  nChanged 6
		SP:Iteration 7Q (8619.060000 sec): 3 clusters
  Score: Raw -48787.504754 + Penalty 1988.381589 = -46799.123164
  nChanged 1
		SP:Iteration 8Q (8619.060000 sec): 3 clusters
  Score: Raw -48788.430808 + Penalty 1988.381589 = -46800.049219
  nChanged 0
		SP:Iteration 9F (8619.070000 sec): 3 clusters
  Score: Raw -48788.430808 + Penalty 1988.381589 = -46800.049219
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.080000 sec): 2 clusters
  Score: Raw -195923.954135 + Penalty 1216.847696 = -194707.106439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.080000 sec): 3 clusters
  Score: Raw -195234.701459 + Penalty 2433.695392 = -192801.006067
  nChanged 625
		SP:Iteration 1F (8619.080000 sec): 3 clusters
  Score: Raw -195641.619732 + Penalty 2433.695392 = -193207.924340
  nChanged 125
		SP:Iteration 2F (8619.090000 sec): 3 clusters
  Score: Raw -195735.973228 + Penalty 2433.695392 = -193302.277836
  nChanged 77
		SP:Iteration 3Q (8619.090000 sec): 3 clusters
  Score: Raw -195785.729149 + Penalty 2433.695392 = -193352.033756
  nChanged 50
		SP:Iteration 4Q (8619.100000 sec): 3 clusters
  Score: Raw -195809.952391 + Penalty 2433.695392 = -193376.256998
  nChanged 36
		SP:Iteration 5Q (8619.100000 sec): 3 clusters
  Score: Raw -195831.069488 + Penalty 2433.695392 = -193397.374095
  nChanged 37
		SP:Iteration 6Q (8619.100000 sec): 3 clusters
  Score: Raw -195859.088000 + Penalty 2433.695392 = -193425.392608
  nChanged 36
		SP:Iteration 7Q (8619.110000 sec): 3 clusters
  Score: Raw -195889.340464 + Penalty 2433.695392 = -193455.645072
  nChanged 34
		SP:Iteration 8Q (8619.120000 sec): 3 clusters
  Score: Raw -195918.257186 + Penalty 2433.695392 = -193484.561793
  nChanged 36
		SP:Iteration 9Q (8619.120000 sec): 3 clusters
  Score: Raw -195955.108901 + Penalty 2433.695392 = -193521.413508
  nChanged 39
		SP:Iteration 10Q (8619.120000 sec): 3 clusters
  Score: Raw -195987.783025 + Penalty 2433.695392 = -193554.087632
  nChanged 39
		SP:Iteration 11Q (8619.130000 sec): 3 clusters
  Score: Raw -196014.669336 + Penalty 2433.695392 = -193580.973943
  nChanged 38
		SP:Iteration 12Q (8619.130000 sec): 3 clusters
  Score: Raw -196045.931034 + Penalty 2433.695392 = -193612.235641
  nChanged 39
		SP:Iteration 13Q (8619.140000 sec): 3 clusters
  Score: Raw -196070.152009 + Penalty 2433.695392 = -193636.456616
  nChanged 26
		SP:Iteration 14Q (8619.140000 sec): 3 clusters
  Score: Raw -196082.732552 + Penalty 2433.695392 = -193649.037159
  nChanged 20
		SP:Iteration 15Q (8619.140000 sec): 3 clusters
  Score: Raw -196093.028648 + Penalty 2433.695392 = -193659.333255
  nChanged 11
		SP:Iteration 16Q (8619.150000 sec): 3 clusters
  Score: Raw -196098.921049 + Penalty 2433.695392 = -193665.225656
  nChanged 12
		SP:Iteration 17Q (8619.150000 sec): 3 clusters
  Score: Raw -196105.745118 + Penalty 2433.695392 = -193672.049726
  nChanged 11
		SP:Iteration 18Q (8619.160000 sec): 3 clusters
  Score: Raw -196113.300866 + Penalty 2433.695392 = -193679.605474
  nChanged 11
		SP:Iteration 19Q (8619.160000 sec): 3 clusters
  Score: Raw -196118.348795 + Penalty 2433.695392 = -193684.653402
  nChanged 4
		SP:Iteration 20F (8619.170000 sec): 3 clusters
  Score: Raw -196120.194242 + Penalty 2433.695392 = -193686.498849
  nChanged 5
		SP:Iteration 21Q (8619.170000 sec): 3 clusters
  Score: Raw -196121.676957 + Penalty 2433.695392 = -193687.981564
  nChanged 3
		SP:Iteration 22Q (8619.180000 sec): 3 clusters
  Score: Raw -196122.912635 + Penalty 2433.695392 = -193689.217243
  nChanged 5
		SP:Iteration 23Q (8619.180000 sec): 3 clusters
  Score: Raw -196126.016502 + Penalty 2433.695392 = -193692.321110
  nChanged 3
		SP:Iteration 24Q (8619.180000 sec): 3 clusters
  Score: Raw -196127.379338 + Penalty 2433.695392 = -193693.683946
  nChanged 3
		SP:Iteration 25Q (8619.190000 sec): 3 clusters
  Score: Raw -196129.216935 + Penalty 2433.695392 = -193695.521543
  nChanged 3
		SP:Iteration 26Q (8619.190000 sec): 3 clusters
  Score: Raw -196130.728682 + Penalty 2433.695392 = -193697.033289
  nChanged 1
		SP:Iteration 27Q (8619.200000 sec): 3 clusters
  Score: Raw -196131.046024 + Penalty 2433.695392 = -193697.350632
  nChanged 0
		SP:Iteration 28F (8619.200000 sec): 3 clusters
  Score: Raw -196131.046024 + Penalty 2433.695392 = -193697.350632
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.210000 sec): 2 clusters
  Score: Raw -175402.529308 + Penalty 1224.225228 = -174178.304080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.220000 sec): 3 clusters
  Score: Raw -174648.551666 + Penalty 2448.450456 = -172200.101210
  nChanged 670
		SP:Iteration 1F (8619.220000 sec): 3 clusters
  Score: Raw -175132.945416 + Penalty 2448.450456 = -172684.494960
  nChanged 155
		SP:Iteration 2F (8619.220000 sec): 3 clusters
  Score: Raw -175249.966559 + Penalty 2448.450456 = -172801.516104
  nChanged 91
		SP:Iteration 3Q (8619.230000 sec): 3 clusters
  Score: Raw -175325.868217 + Penalty 2448.450456 = -172877.417761
  nChanged 86
		SP:Iteration 4Q (8619.230000 sec): 3 clusters
  Score: Raw -175410.518863 + Penalty 2448.450456 = -172962.068407
  nChanged 68
		SP:Iteration 5Q (8619.240000 sec): 3 clusters
  Score: Raw -175464.031654 + Penalty 2448.450456 = -173015.581199
  nChanged 55
		SP:Iteration 6Q (8619.240000 sec): 3 clusters
  Score: Raw -175503.219037 + Penalty 2448.450456 = -173054.768581
  nChanged 33
		SP:Iteration 7Q (8619.250000 sec): 3 clusters
  Score: Raw -175528.335919 + Penalty 2448.450456 = -173079.885463
  nChanged 36
		SP:Iteration 8Q (8619.250000 sec): 3 clusters
  Score: Raw -175545.310195 + Penalty 2448.450456 = -173096.859739
  nChanged 19
		SP:Iteration 9Q (8619.260000 sec): 3 clusters
  Score: Raw -175555.746297 + Penalty 2448.450456 = -173107.295842
  nChanged 18
		SP:Iteration 10Q (8619.260000 sec): 3 clusters
  Score: Raw -175568.366350 + Penalty 2448.450456 = -173119.915895
  nChanged 17
		SP:Iteration 11Q (8619.260000 sec): 3 clusters
  Score: Raw -175578.790109 + Penalty 2448.450456 = -173130.339653
  nChanged 18
		SP:Iteration 12Q (8619.270000 sec): 3 clusters
  Score: Raw -175587.156890 + Penalty 2448.450456 = -173138.706435
  nChanged 16
		SP:Iteration 13Q (8619.270000 sec): 3 clusters
  Score: Raw -175596.813936 + Penalty 2448.450456 = -173148.363480
  nChanged 19
		SP:Iteration 14Q (8619.280000 sec): 3 clusters
  Score: Raw -175611.049940 + Penalty 2448.450456 = -173162.599484
  nChanged 23
		SP:Iteration 15Q (8619.280000 sec): 3 clusters
  Score: Raw -175628.763507 + Penalty 2448.450456 = -173180.313051
  nChanged 23
		SP:Iteration 16Q (8619.290000 sec): 3 clusters
  Score: Raw -175647.187763 + Penalty 2448.450456 = -173198.737307
  nChanged 22
		SP:Iteration 17Q (8619.290000 sec): 3 clusters
  Score: Raw -175676.228787 + Penalty 2448.450456 = -173227.778331
  nChanged 33
		SP:Iteration 18Q (8619.300000 sec): 3 clusters
  Score: Raw -175696.121395 + Penalty 2448.450456 = -173247.670939
  nChanged 28
		SP:Iteration 19Q (8619.300000 sec): 3 clusters
  Score: Raw -175713.558960 + Penalty 2448.450456 = -173265.108504
  nChanged 22
		SP:Iteration 20F (8619.300000 sec): 3 clusters
  Score: Raw -175727.970790 + Penalty 2448.450456 = -173279.520334
  nChanged 15
		SP:Iteration 21Q (8619.310000 sec): 3 clusters
  Score: Raw -175736.984046 + Penalty 2448.450456 = -173288.533590
  nChanged 13
		SP:Iteration 22Q (8619.310000 sec): 3 clusters
  Score: Raw -175744.907117 + Penalty 2448.450456 = -173296.456661
  nChanged 16
		SP:Iteration 23Q (8619.320000 sec): 3 clusters
  Score: Raw -175754.867678 + Penalty 2448.450456 = -173306.417222
  nChanged 12
		SP:Iteration 24Q (8619.320000 sec): 3 clusters
  Score: Raw -175759.902138 + Penalty 2448.450456 = -173311.451682
  nChanged 5
		SP:Iteration 25Q (8619.320000 sec): 3 clusters
  Score: Raw -175762.512260 + Penalty 2448.450456 = -173314.061804
  nChanged 3
		SP:Iteration 26Q (8619.330000 sec): 3 clusters
  Score: Raw -175763.425200 + Penalty 2448.450456 = -173314.974745
  nChanged 2
		SP:Iteration 27Q (8619.340000 sec): 3 clusters
  Score: Raw -175763.977458 + Penalty 2448.450456 = -173315.527003
  nChanged 1
		SP:Iteration 28Q (8619.340000 sec): 3 clusters
  Score: Raw -175764.499543 + Penalty 2448.450456 = -173316.049088
  nChanged 3
		SP:Iteration 29Q (8619.340000 sec): 3 clusters
  Score: Raw -175765.907886 + Penalty 2448.450456 = -173317.457430
  nChanged 1
		SP:Iteration 30Q (8619.350000 sec): 3 clusters
  Score: Raw -175766.451081 + Penalty 2448.450456 = -173318.000626
  nChanged 3
		SP:Iteration 31Q (8619.350000 sec): 3 clusters
  Score: Raw -175767.225734 + Penalty 2448.450456 = -173318.775278
  nChanged 1
		SP:Iteration 32Q (8619.360000 sec): 3 clusters
  Score: Raw -175767.535206 + Penalty 2448.450456 = -173319.084750
  nChanged 0
		SP:Iteration 33F (8619.360000 sec): 3 clusters
  Score: Raw -175767.535206 + Penalty 2448.450456 = -173319.084750
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.360000 sec): 2 clusters
  Score: Raw -18139.362785 + Penalty 842.950193 = -17296.412592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.370000 sec): 3 clusters
  Score: Raw -18303.579933 + Penalty 1685.900387 = -16617.679546
  nChanged 26
		SP:Iteration 1F (8619.370000 sec): 3 clusters
  Score: Raw -18412.555968 + Penalty 1685.900387 = -16726.655582
  nChanged 5
		SP:Iteration 2Q (8619.370000 sec): 3 clusters
  Score: Raw -18453.728494 + Penalty 1685.900387 = -16767.828107
  nChanged 2
		SP:Iteration 3Q (8619.370000 sec): 3 clusters
  Score: Raw -18461.533582 + Penalty 1685.900387 = -16775.633195
  nChanged 1
		SP:Iteration 4Q (8619.370000 sec): 3 clusters
  Score: Raw -18462.827783 + Penalty 1685.900387 = -16776.927396
  nChanged 0
		SP:Iteration 5F (8619.370000 sec): 3 clusters
  Score: Raw -18462.827783 + Penalty 1685.900387 = -16776.927396
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (1071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.380000 sec): 2 clusters
  Score: Raw -117447.391427 + Penalty 1133.656561 = -116313.734866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.380000 sec): 3 clusters
  Score: Raw -117091.389215 + Penalty 2267.313123 = -114824.076092
  nChanged 316
		SP:Iteration 1F (8619.380000 sec): 3 clusters
  Score: Raw -117348.540582 + Penalty 2267.313123 = -115081.227459
  nChanged 88
		SP:Iteration 2F (8619.380000 sec): 3 clusters
  Score: Raw -117453.165907 + Penalty 2267.313123 = -115185.852784
  nChanged 52
		SP:Iteration 3Q (8619.380000 sec): 3 clusters
  Score: Raw -117503.230285 + Penalty 2267.313123 = -115235.917162
  nChanged 31
		SP:Iteration 4Q (8619.390000 sec): 3 clusters
  Score: Raw -117524.978504 + Penalty 2267.313123 = -115257.665381
  nChanged 23
		SP:Iteration 5Q (8619.390000 sec): 3 clusters
  Score: Raw -117545.555171 + Penalty 2267.313123 = -115278.242048
  nChanged 20
		SP:Iteration 6Q (8619.390000 sec): 3 clusters
  Score: Raw -117560.197670 + Penalty 2267.313123 = -115292.884547
  nChanged 11
		SP:Iteration 7Q (8619.400000 sec): 3 clusters
  Score: Raw -117569.249411 + Penalty 2267.313123 = -115301.936289
  nChanged 12
		SP:Iteration 8Q (8619.400000 sec): 3 clusters
  Score: Raw -117579.598637 + Penalty 2267.313123 = -115312.285514
  nChanged 11
		SP:Iteration 9Q (8619.400000 sec): 3 clusters
  Score: Raw -117591.245859 + Penalty 2267.313123 = -115323.932736
  nChanged 13
		SP:Iteration 10Q (8619.400000 sec): 3 clusters
  Score: Raw -117600.558459 + Penalty 2267.313123 = -115333.245336
  nChanged 9
		SP:Iteration 11Q (8619.410000 sec): 3 clusters
  Score: Raw -117608.503777 + Penalty 2267.313123 = -115341.190654
  nChanged 6
		SP:Iteration 12Q (8619.410000 sec): 3 clusters
  Score: Raw -117614.869417 + Penalty 2267.313123 = -115347.556294
  nChanged 9
		SP:Iteration 13Q (8619.410000 sec): 3 clusters
  Score: Raw -117623.038475 + Penalty 2267.313123 = -115355.725352
  nChanged 7
		SP:Iteration 14Q (8619.420000 sec): 3 clusters
  Score: Raw -117630.671823 + Penalty 2267.313123 = -115363.358701
  nChanged 5
		SP:Iteration 15Q (8619.420000 sec): 3 clusters
  Score: Raw -117635.314110 + Penalty 2267.313123 = -115368.000987
  nChanged 7
		SP:Iteration 16Q (8619.420000 sec): 3 clusters
  Score: Raw -117640.108090 + Penalty 2267.313123 = -115372.794967
  nChanged 6
		SP:Iteration 17Q (8619.420000 sec): 3 clusters
  Score: Raw -117645.059188 + Penalty 2267.313123 = -115377.746065
  nChanged 5
		SP:Iteration 18Q (8619.420000 sec): 3 clusters
  Score: Raw -117649.021833 + Penalty 2267.313123 = -115381.708710
  nChanged 5
		SP:Iteration 19Q (8619.430000 sec): 3 clusters
  Score: Raw -117652.960501 + Penalty 2267.313123 = -115385.647378
  nChanged 4
		SP:Iteration 20F (8619.430000 sec): 3 clusters
  Score: Raw -117655.098139 + Penalty 2267.313123 = -115387.785016
  nChanged 1
		SP:Iteration 21Q (8619.430000 sec): 3 clusters
  Score: Raw -117655.650630 + Penalty 2267.313123 = -115388.337507
  nChanged 3
		SP:Iteration 22Q (8619.440000 sec): 3 clusters
  Score: Raw -117657.080819 + Penalty 2267.313123 = -115389.767696
  nChanged 3
		SP:Iteration 23Q (8619.440000 sec): 3 clusters
  Score: Raw -117660.165829 + Penalty 2267.313123 = -115392.852706
  nChanged 2
		SP:Iteration 24Q (8619.440000 sec): 3 clusters
  Score: Raw -117661.082649 + Penalty 2267.313123 = -115393.769526
  nChanged 3
		SP:Iteration 25Q (8619.440000 sec): 3 clusters
  Score: Raw -117665.342414 + Penalty 2267.313123 = -115398.029291
  nChanged 8
		SP:Iteration 26Q (8619.450000 sec): 3 clusters
  Score: Raw -117674.231826 + Penalty 2267.313123 = -115406.918704
  nChanged 6
		SP:Iteration 27Q (8619.450000 sec): 3 clusters
  Score: Raw -117679.597069 + Penalty 2267.313123 = -115412.283946
  nChanged 8
		SP:Iteration 28Q (8619.450000 sec): 3 clusters
  Score: Raw -117686.937876 + Penalty 2267.313123 = -115419.624753
  nChanged 9
		SP:Iteration 29Q (8619.460000 sec): 3 clusters
  Score: Raw -117695.571046 + Penalty 2267.313123 = -115428.257924
  nChanged 5
		SP:Iteration 30Q (8619.460000 sec): 3 clusters
  Score: Raw -117704.160864 + Penalty 2267.313123 = -115436.847741
  nChanged 8
		SP:Iteration 31Q (8619.460000 sec): 3 clusters
  Score: Raw -117711.873421 + Penalty 2267.313123 = -115444.560298
  nChanged 5
		SP:Iteration 32Q (8619.460000 sec): 3 clusters
  Score: Raw -117716.283140 + Penalty 2267.313123 = -115448.970017
  nChanged 5
		SP:Iteration 33Q (8619.460000 sec): 3 clusters
  Score: Raw -117720.194676 + Penalty 2267.313123 = -115452.881553
  nChanged 7
		SP:Iteration 34Q (8619.470000 sec): 3 clusters
  Score: Raw -117730.093751 + Penalty 2267.313123 = -115462.780628
  nChanged 9
		SP:Iteration 35Q (8619.470000 sec): 3 clusters
  Score: Raw -117740.859925 + Penalty 2267.313123 = -115473.546802
  nChanged 9
		SP:Iteration 36Q (8619.470000 sec): 3 clusters
  Score: Raw -117749.937944 + Penalty 2267.313123 = -115482.624821
  nChanged 5
		SP:Iteration 37Q (8619.480000 sec): 3 clusters
  Score: Raw -117754.121918 + Penalty 2267.313123 = -115486.808795
  nChanged 7
		SP:Iteration 38Q (8619.480000 sec): 3 clusters
  Score: Raw -117760.331308 + Penalty 2267.313123 = -115493.018185
  nChanged 8
		SP:Iteration 39Q (8619.480000 sec): 3 clusters
  Score: Raw -117769.100088 + Penalty 2267.313123 = -115501.786966
  nChanged 5
		SP:Iteration 40F (8619.480000 sec): 3 clusters
  Score: Raw -117772.213381 + Penalty 2267.313123 = -115504.900258
  nChanged 2
		SP:Iteration 41Q (8619.480000 sec): 3 clusters
  Score: Raw -117773.337249 + Penalty 2267.313123 = -115506.024126
  nChanged 0
		SP:Iteration 42F (8619.490000 sec): 3 clusters
  Score: Raw -117773.337249 + Penalty 2267.313123 = -115506.024126
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.490000 sec): 2 clusters
  Score: Raw -13634.898358 + Penalty 803.016894 = -12831.881464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.490000 sec): 3 clusters
  Score: Raw -13806.052112 + Penalty 1606.033787 = -12200.018325
  nChanged 17
		SP:Iteration 1F (8619.490000 sec): 3 clusters
  Score: Raw -13878.608151 + Penalty 1606.033787 = -12272.574364
  nChanged 1
		SP:Iteration 2Q (8619.490000 sec): 3 clusters
  Score: Raw -13879.811086 + Penalty 1606.033787 = -12273.777298
  nChanged 1
		SP:Iteration 3Q (8619.500000 sec): 3 clusters
  Score: Raw -13882.869176 + Penalty 1606.033787 = -12276.835389
  nChanged 0
		SP:Iteration 4F (8619.500000 sec): 3 clusters
  Score: Raw -13882.869176 + Penalty 1606.033787 = -12276.835389
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 81 (2506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.500000 sec): 2 clusters
  Score: Raw -243318.102763 + Penalty 1271.797010 = -242046.305753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.510000 sec): 3 clusters
  Score: Raw -242192.140219 + Penalty 2543.594019 = -239648.546200
  nChanged 936
		SP:Iteration 1F (8619.520000 sec): 3 clusters
  Score: Raw -242914.388794 + Penalty 2543.594019 = -240370.794775
  nChanged 245
		SP:Iteration 2F (8619.520000 sec): 3 clusters
  Score: Raw -243185.019526 + Penalty 2543.594019 = -240641.425507
  nChanged 168
		SP:Iteration 3F (8619.530000 sec): 3 clusters
  Score: Raw -243366.706461 + Penalty 2543.594019 = -240823.112442
  nChanged 139
		SP:Iteration 4F (8619.540000 sec): 3 clusters
  Score: Raw -243520.772645 + Penalty 2543.594019 = -240977.178626
  nChanged 115
		SP:Iteration 5Q (8619.540000 sec): 3 clusters
  Score: Raw -243620.962706 + Penalty 2543.594019 = -241077.368687
  nChanged 78
		SP:Iteration 6Q (8619.550000 sec): 3 clusters
  Score: Raw -243667.411374 + Penalty 2543.594019 = -241123.817355
  nChanged 45
		SP:Iteration 7Q (8619.560000 sec): 3 clusters
  Score: Raw -243689.319797 + Penalty 2543.594019 = -241145.725778
  nChanged 26
		SP:Iteration 8Q (8619.560000 sec): 3 clusters
  Score: Raw -243701.730659 + Penalty 2543.594019 = -241158.136640
  nChanged 13
		SP:Iteration 9Q (8619.570000 sec): 3 clusters
  Score: Raw -243707.053611 + Penalty 2543.594019 = -241163.459592
  nChanged 8
		SP:Iteration 10Q (8619.570000 sec): 3 clusters
  Score: Raw -243709.894136 + Penalty 2543.594019 = -241166.300117
  nChanged 8
		SP:Iteration 11Q (8619.580000 sec): 3 clusters
  Score: Raw -243714.063425 + Penalty 2543.594019 = -241170.469406
  nChanged 10
		SP:Iteration 12Q (8619.580000 sec): 3 clusters
  Score: Raw -243717.282613 + Penalty 2543.594019 = -241173.688593
  nChanged 8
		SP:Iteration 13Q (8619.590000 sec): 3 clusters
  Score: Raw -243719.459089 + Penalty 2543.594019 = -241175.865070
  nChanged 4
		SP:Iteration 14Q (8619.600000 sec): 3 clusters
  Score: Raw -243720.282886 + Penalty 2543.594019 = -241176.688867
  nChanged 2
		SP:Iteration 15Q (8619.600000 sec): 3 clusters
  Score: Raw -243720.935586 + Penalty 2543.594019 = -241177.341567
  nChanged 1
		SP:Iteration 16Q (8619.610000 sec): 3 clusters
  Score: Raw -243721.087296 + Penalty 2543.594019 = -241177.493277
  nChanged 0
		SP:Iteration 17F (8619.620000 sec): 3 clusters
  Score: Raw -243721.087296 + Penalty 2543.594019 = -241177.493277
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 82 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8619.630000 sec): 2 clusters
  Score: Raw -443952.139257 + Penalty 1345.203322 = -442606.935934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8619.640000 sec): 3 clusters
  Score: Raw -441983.884237 + Penalty 2690.406645 = -439293.477592
  nChanged 1520
		SP:Iteration 1F (8619.650000 sec): 3 clusters
  Score: Raw -442827.680033 + Penalty 2690.406645 = -440137.273388
  nChanged 275
		SP:Iteration 2F (8619.660000 sec): 3 clusters
  Score: Raw -442976.036493 + Penalty 2690.406645 = -440285.629849
  nChanged 215
		SP:Iteration 3F (8619.670000 sec): 3 clusters
  Score: Raw -443086.613993 + Penalty 2690.406645 = -440396.207348
  nChanged 160
		SP:Iteration 4Q (8619.680000 sec): 3 clusters
  Score: Raw -443188.234499 + Penalty 2690.406645 = -440497.827854
  nChanged 169
		SP:Iteration 5Q (8619.690000 sec): 3 clusters
  Score: Raw -443278.443097 + Penalty 2690.406645 = -440588.036452
  nChanged 119
		SP:Iteration 6Q (8619.700000 sec): 3 clusters
  Score: Raw -443350.267408 + Penalty 2690.406645 = -440659.860763
  nChanged 122
		SP:Iteration 7Q (8619.710000 sec): 3 clusters
  Score: Raw -443426.690618 + Penalty 2690.406645 = -440736.283973
  nChanged 116
		SP:Iteration 8Q (8619.720000 sec): 3 clusters
  Score: Raw -443493.248507 + Penalty 2690.406645 = -440802.841863
  nChanged 88
		SP:Iteration 9Q (8619.730000 sec): 3 clusters
  Score: Raw -443530.108301 + Penalty 2690.406645 = -440839.701656
  nChanged 63
		SP:Iteration 10Q (8619.740000 sec): 3 clusters
  Score: Raw -443566.012771 + Penalty 2690.406645 = -440875.606126
  nChanged 68
		SP:Iteration 11Q (8619.750000 sec): 3 clusters
  Score: Raw -443606.852207 + Penalty 2690.406645 = -440916.445563
  nChanged 64
		SP:Iteration 12Q (8619.760000 sec): 3 clusters
  Score: Raw -443636.345758 + Penalty 2690.406645 = -440945.939113
  nChanged 50
		SP:Iteration 13Q (8619.760000 sec): 3 clusters
  Score: Raw -443651.824653 + Penalty 2690.406645 = -440961.418009
  nChanged 43
		SP:Iteration 14Q (8619.780000 sec): 3 clusters
  Score: Raw -443667.762279 + Penalty 2690.406645 = -440977.355634
  nChanged 40
		SP:Iteration 15Q (8619.780000 sec): 3 clusters
  Score: Raw -443681.192272 + Penalty 2690.406645 = -440990.785627
  nChanged 26
		SP:Iteration 16Q (8619.790000 sec): 3 clusters
  Score: Raw -443693.611318 + Penalty 2690.406645 = -441003.204673
  nChanged 35
		SP:Iteration 17Q (8619.800000 sec): 3 clusters
  Score: Raw -443706.875061 + Penalty 2690.406645 = -441016.468416
  nChanged 38
		SP:Iteration 18Q (8619.810000 sec): 3 clusters
  Score: Raw -443722.609640 + Penalty 2690.406645 = -441032.202995
  nChanged 43
		SP:Iteration 19Q (8619.820000 sec): 3 clusters
  Score: Raw -443736.417599 + Penalty 2690.406645 = -441046.010954
  nChanged 33
		SP:Iteration 20F (8619.830000 sec): 3 clusters
  Score: Raw -443747.133335 + Penalty 2690.406645 = -441056.726690
  nChanged 30
		SP:Iteration 21Q (8619.840000 sec): 3 clusters
  Score: Raw -443758.436293 + Penalty 2690.406645 = -441068.029648
  nChanged 24
		SP:Iteration 22Q (8619.850000 sec): 3 clusters
  Score: Raw -443765.022587 + Penalty 2690.406645 = -441074.615943
  nChanged 19
		SP:Iteration 23Q (8619.860000 sec): 3 clusters
  Score: Raw -443772.538123 + Penalty 2690.406645 = -441082.131479
  nChanged 21
		SP:Iteration 24Q (8619.870000 sec): 3 clusters
  Score: Raw -443778.948210 + Penalty 2690.406645 = -441088.541565
  nChanged 18
		SP:Iteration 25Q (8619.880000 sec): 3 clusters
  Score: Raw -443783.646498 + Penalty 2690.406645 = -441093.239853
  nChanged 19
		SP:Iteration 26Q (8619.890000 sec): 3 clusters
  Score: Raw -443792.297700 + Penalty 2690.406645 = -441101.891055
  nChanged 15
		SP:Iteration 27Q (8619.900000 sec): 3 clusters
  Score: Raw -443798.228331 + Penalty 2690.406645 = -441107.821687
  nChanged 16
		SP:Iteration 28Q (8619.910000 sec): 3 clusters
  Score: Raw -443801.845302 + Penalty 2690.406645 = -441111.438657
  nChanged 15
		SP:Iteration 29Q (8619.920000 sec): 3 clusters
  Score: Raw -443807.465170 + Penalty 2690.406645 = -441117.058525
  nChanged 18
		SP:Iteration 30Q (8619.920000 sec): 3 clusters
  Score: Raw -443812.737774 + Penalty 2690.406645 = -441122.331129
  nChanged 16
		SP:Iteration 31Q (8619.940000 sec): 3 clusters
  Score: Raw -443817.702747 + Penalty 2690.406645 = -441127.296102
  nChanged 16
		SP:Iteration 32Q (8619.940000 sec): 3 clusters
  Score: Raw -443821.738546 + Penalty 2690.406645 = -441131.331901
  nChanged 13
		SP:Iteration 33Q (8619.950000 sec): 3 clusters
  Score: Raw -443825.704598 + Penalty 2690.406645 = -441135.297953
  nChanged 11
		SP:Iteration 34Q (8619.960000 sec): 3 clusters
  Score: Raw -443827.986922 + Penalty 2690.406645 = -441137.580278
  nChanged 9
		SP:Iteration 35Q (8619.970000 sec): 3 clusters
  Score: Raw -443830.606121 + Penalty 2690.406645 = -441140.199476
  nChanged 5
		SP:Iteration 36Q (8619.980000 sec): 3 clusters
  Score: Raw -443831.472832 + Penalty 2690.406645 = -441141.066187
  nChanged 2
		SP:Iteration 37Q (8619.990000 sec): 3 clusters
  Score: Raw -443832.171392 + Penalty 2690.406645 = -441141.764747
  nChanged 3
		SP:Iteration 38Q (8620.000000 sec): 3 clusters
  Score: Raw -443833.338344 + Penalty 2690.406645 = -441142.931699
  nChanged 7
		SP:Iteration 39Q (8620.010000 sec): 3 clusters
  Score: Raw -443834.544696 + Penalty 2690.406645 = -441144.138052
  nChanged 1
		SP:Iteration 40F (8620.020000 sec): 3 clusters
  Score: Raw -443834.891187 + Penalty 2690.406645 = -441144.484543
  nChanged 2
		SP:Iteration 41Q (8620.030000 sec): 3 clusters
  Score: Raw -443835.444791 + Penalty 2690.406645 = -441145.038147
  nChanged 4
		SP:Iteration 42Q (8620.040000 sec): 3 clusters
  Score: Raw -443836.666639 + Penalty 2690.406645 = -441146.259995
  nChanged 2
		SP:Iteration 43Q (8620.050000 sec): 3 clusters
  Score: Raw -443837.436961 + Penalty 2690.406645 = -441147.030317
  nChanged 4
		SP:Iteration 44Q (8620.060000 sec): 3 clusters
  Score: Raw -443837.805225 + Penalty 2690.406645 = -441147.398580
  nChanged 3
		SP:Iteration 45Q (8620.060000 sec): 3 clusters
  Score: Raw -443838.228661 + Penalty 2690.406645 = -441147.822016
  nChanged 0
		SP:Iteration 46F (8620.080000 sec): 3 clusters
  Score: Raw -443838.228661 + Penalty 2690.406645 = -441147.822016
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 83 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8620.080000 sec): 2 clusters
  Score: Raw -16734.117718 + Penalty 843.855488 = -15890.262230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8620.080000 sec): 3 clusters
  Score: Raw -16871.049188 + Penalty 1687.710977 = -15183.338211
  nChanged 23
		SP:Iteration 1F (8620.080000 sec): 3 clusters
  Score: Raw -16982.167520 + Penalty 1687.710977 = -15294.456544
  nChanged 7
		SP:Iteration 2Q (8620.080000 sec): 3 clusters
  Score: Raw -17013.807066 + Penalty 1687.710977 = -15326.096089
  nChanged 4
		SP:Iteration 3Q (8620.080000 sec): 3 clusters
  Score: Raw -17034.420746 + Penalty 1687.710977 = -15346.709770
  nChanged 5
		SP:Iteration 4Q (8620.080000 sec): 3 clusters
  Score: Raw -17052.298303 + Penalty 1687.710977 = -15364.587326
  nChanged 5
		SP:Iteration 5Q (8620.080000 sec): 3 clusters
  Score: Raw -17089.820140 + Penalty 1687.710977 = -15402.109163
  nChanged 6
		SP:Iteration 6Q (8620.080000 sec): 3 clusters
  Score: Raw -17138.172122 + Penalty 1687.710977 = -15450.461145
  nChanged 5
		SP:Iteration 7Q (8620.080000 sec): 3 clusters
  Score: Raw -17232.034633 + Penalty 1687.710977 = -15544.323657
  nChanged 6
		SP:Iteration 8Q (8620.080000 sec): 3 clusters
  Score: Raw -17317.764945 + Penalty 1687.710977 = -15630.053969
  nChanged 7
		SP:Iteration 9Q (8620.090000 sec): 3 clusters
  Score: Raw -17458.119102 + Penalty 1687.710977 = -15770.408125
  nChanged 5
		SP:Iteration 10Q (8620.090000 sec): 3 clusters
  Score: Raw -17541.786662 + Penalty 1687.710977 = -15854.075686
  nChanged 1
		SP:Iteration 11Q (8620.090000 sec): 3 clusters
  Score: Raw -17561.322409 + Penalty 1687.710977 = -15873.611433
  nChanged 1
		SP:Iteration 12Q (8620.090000 sec): 3 clusters
  Score: Raw -17564.945310 + Penalty 1687.710977 = -15877.234333
  nChanged 0
		SP:Iteration 13F (8620.090000 sec): 3 clusters
  Score: Raw -17564.945310 + Penalty 1687.710977 = -15877.234333
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 84 (17791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8620.140000 sec): 2 clusters
  Score: Raw -2067433.757175 + Penalty 1590.297798 = -2065843.459377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8620.190000 sec): 3 clusters
  Score: Raw -2056926.385770 + Penalty 3180.595597 = -2053745.790173
  nChanged 7967
		SP:Iteration 1F (8620.240000 sec): 3 clusters
  Score: Raw -2061167.809700 + Penalty 3180.595597 = -2057987.214103
  nChanged 1022
		SP:Iteration 2F (8620.280000 sec): 3 clusters
  Score: Raw -2061581.836987 + Penalty 3180.595597 = -2058401.241390
  nChanged 945
		SP:Iteration 3F (8620.330000 sec): 3 clusters
  Score: Raw -2062016.880747 + Penalty 3180.595597 = -2058836.285150
  nChanged 1022
		SP:Iteration 4F (8620.370000 sec): 3 clusters
  Score: Raw -2062611.741438 + Penalty 3180.595597 = -2059431.145841
  nChanged 1206
		SP:Iteration 5F (8620.420000 sec): 3 clusters
  Score: Raw -2063462.646266 + Penalty 3180.595597 = -2060282.050669
  nChanged 1302
		SP:Iteration 6F (8620.460000 sec): 3 clusters
  Score: Raw -2064501.217929 + Penalty 3180.595597 = -2061320.622332
  nChanged 1259
		SP:Iteration 7F (8620.510000 sec): 3 clusters
  Score: Raw -2065559.957040 + Penalty 3180.595597 = -2062379.361443
  nChanged 1043
		SP:Iteration 8F (8620.560000 sec): 3 clusters
  Score: Raw -2066415.284281 + Penalty 3180.595597 = -2063234.688684
  nChanged 747
		SP:Iteration 9Q (8620.600000 sec): 3 clusters
  Score: Raw -2066999.268424 + Penalty 3180.595597 = -2063818.672827
  nChanged 534
		SP:Iteration 10Q (8620.640000 sec): 3 clusters
  Score: Raw -2067375.758333 + Penalty 3180.595597 = -2064195.162736
  nChanged 323
		SP:Iteration 11Q (8620.690000 sec): 3 clusters
  Score: Raw -2067584.253305 + Penalty 3180.595597 = -2064403.657708
  nChanged 212
		SP:Iteration 12Q (8620.740000 sec): 3 clusters
  Score: Raw -2067712.209019 + Penalty 3180.595597 = -2064531.613422
  nChanged 141
		SP:Iteration 13Q (8620.780000 sec): 3 clusters
  Score: Raw -2067792.266177 + Penalty 3180.595597 = -2064611.670580
  nChanged 97
		SP:Iteration 14Q (8620.820000 sec): 3 clusters
  Score: Raw -2067848.865772 + Penalty 3180.595597 = -2064668.270175
  nChanged 72
		SP:Iteration 15Q (8620.860000 sec): 3 clusters
  Score: Raw -2067888.075194 + Penalty 3180.595597 = -2064707.479598
  nChanged 49
		SP:Iteration 16Q (8620.900000 sec): 3 clusters
  Score: Raw -2067915.666467 + Penalty 3180.595597 = -2064735.070870
  nChanged 42
		SP:Iteration 17Q (8620.940000 sec): 3 clusters
  Score: Raw -2067933.992823 + Penalty 3180.595597 = -2064753.397226
  nChanged 32
		SP:Iteration 18Q (8620.980000 sec): 3 clusters
  Score: Raw -2067952.458411 + Penalty 3180.595597 = -2064771.862814
  nChanged 38
		SP:Iteration 19Q (8621.020000 sec): 3 clusters
  Score: Raw -2067970.141366 + Penalty 3180.595597 = -2064789.545769
  nChanged 21
		SP:Iteration 20F (8621.060000 sec): 3 clusters
  Score: Raw -2067980.182192 + Penalty 3180.595597 = -2064799.586595
  nChanged 16
		SP:Iteration 21Q (8621.100000 sec): 3 clusters
  Score: Raw -2067985.980372 + Penalty 3180.595597 = -2064805.384776
  nChanged 10
		SP:Iteration 22Q (8621.140000 sec): 3 clusters
  Score: Raw -2067990.301440 + Penalty 3180.595597 = -2064809.705843
  nChanged 11
		SP:Iteration 23Q (8621.180000 sec): 3 clusters
  Score: Raw -2067995.358011 + Penalty 3180.595597 = -2064814.762414
  nChanged 12
		SP:Iteration 24Q (8621.210000 sec): 3 clusters
  Score: Raw -2068000.433307 + Penalty 3180.595597 = -2064819.837710
  nChanged 8
		SP:Iteration 25Q (8621.250000 sec): 3 clusters
  Score: Raw -2068004.199363 + Penalty 3180.595597 = -2064823.603766
  nChanged 7
		SP:Iteration 26Q (8621.290000 sec): 3 clusters
  Score: Raw -2068007.301692 + Penalty 3180.595597 = -2064826.706095
  nChanged 3
		SP:Iteration 27Q (8621.320000 sec): 3 clusters
  Score: Raw -2068008.776275 + Penalty 3180.595597 = -2064828.180678
  nChanged 3
		SP:Iteration 28Q (8621.360000 sec): 3 clusters
  Score: Raw -2068010.549014 + Penalty 3180.595597 = -2064829.953417
  nChanged 6
		SP:Iteration 29Q (8621.400000 sec): 3 clusters
  Score: Raw -2068012.015220 + Penalty 3180.595597 = -2064831.419623
  nChanged 2
		SP:Iteration 30Q (8621.430000 sec): 3 clusters
  Score: Raw -2068012.904579 + Penalty 3180.595597 = -2064832.308982
  nChanged 2
		SP:Iteration 31Q (8621.470000 sec): 3 clusters
  Score: Raw -2068014.734906 + Penalty 3180.595597 = -2064834.139309
  nChanged 3
		SP:Iteration 32Q (8621.500000 sec): 3 clusters
  Score: Raw -2068015.908773 + Penalty 3180.595597 = -2064835.313176
  nChanged 2
		SP:Iteration 33Q (8621.540000 sec): 3 clusters
  Score: Raw -2068016.899495 + Penalty 3180.595597 = -2064836.303899
  nChanged 3
		SP:Iteration 34Q (8621.580000 sec): 3 clusters
  Score: Raw -2068018.591534 + Penalty 3180.595597 = -2064837.995937
  nChanged 4
		SP:Iteration 35Q (8621.620000 sec): 3 clusters
  Score: Raw -2068020.632290 + Penalty 3180.595597 = -2064840.036693
  nChanged 4
		SP:Iteration 36Q (8621.650000 sec): 3 clusters
  Score: Raw -2068022.496513 + Penalty 3180.595597 = -2064841.900916
  nChanged 5
		SP:Iteration 37Q (8621.690000 sec): 3 clusters
  Score: Raw -2068025.205934 + Penalty 3180.595597 = -2064844.610337
  nChanged 6
		SP:Iteration 38Q (8621.720000 sec): 3 clusters
  Score: Raw -2068027.798775 + Penalty 3180.595597 = -2064847.203179
  nChanged 4
		SP:Iteration 39Q (8621.760000 sec): 3 clusters
  Score: Raw -2068029.309133 + Penalty 3180.595597 = -2064848.713537
  nChanged 2
		SP:Iteration 40F (8621.800000 sec): 3 clusters
  Score: Raw -2068030.429026 + Penalty 3180.595597 = -2064849.833429
  nChanged 2
		SP:Iteration 41Q (8621.840000 sec): 3 clusters
  Score: Raw -2068031.052694 + Penalty 3180.595597 = -2064850.457097
  nChanged 2
		SP:Iteration 42Q (8621.880000 sec): 3 clusters
  Score: Raw -2068032.038133 + Penalty 3180.595597 = -2064851.442536
  nChanged 2
		SP:Iteration 43Q (8621.910000 sec): 3 clusters
  Score: Raw -2068033.149912 + Penalty 3180.595597 = -2064852.554315
  nChanged 1
		SP:Iteration 44Q (8621.940000 sec): 3 clusters
  Score: Raw -2068033.560823 + Penalty 3180.595597 = -2064852.965226
  nChanged 1
		SP:Iteration 45Q (8621.980000 sec): 3 clusters
  Score: Raw -2068033.715240 + Penalty 3180.595597 = -2064853.119643
  nChanged 0
		SP:Iteration 46F (8622.020000 sec): 3 clusters
  Score: Raw -2068033.715240 + Penalty 3180.595597 = -2064853.119643
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 85 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8622.040000 sec): 2 clusters
  Score: Raw -20211.598651 + Penalty 852.641412 = -19358.957239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8622.040000 sec): 3 clusters
  Score: Raw -20315.209167 + Penalty 1705.282823 = -18609.926344
  nChanged 18
		SP:Iteration 1F (8622.040000 sec): 3 clusters
  Score: Raw -20382.186104 + Penalty 1705.282823 = -18676.903281
  nChanged 7
		SP:Iteration 2Q (8622.040000 sec): 3 clusters
  Score: Raw -20429.809158 + Penalty 1705.282823 = -18724.526334
  nChanged 0
		SP:Iteration 3F (8622.040000 sec): 3 clusters
  Score: Raw -20429.809158 + Penalty 1705.282823 = -18724.526334
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 86 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8622.040000 sec): 2 clusters
  Score: Raw -9825.349920 + Penalty 765.298658 = -9060.051262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8622.040000 sec): 3 clusters
  Score: Raw -10072.235852 + Penalty 1530.597315 = -8541.638537
  nChanged 11
		SP:Iteration 1F (8622.050000 sec): 3 clusters
  Score: Raw -10127.462414 + Penalty 1530.597315 = -8596.865099
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 87 (11243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8622.080000 sec): 2 clusters
  Score: Raw -1299814.809682 + Penalty 1515.718911 = -1298299.090771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8622.110000 sec): 3 clusters
  Score: Raw -1293372.697070 + Penalty 3031.437822 = -1290341.259248
  nChanged 4891
		SP:Iteration 1F (8622.140000 sec): 3 clusters
  Score: Raw -1295927.716983 + Penalty 3031.437822 = -1292896.279161
  nChanged 604
		SP:Iteration 2F (8622.170000 sec): 3 clusters
  Score: Raw -1296130.262184 + Penalty 3031.437822 = -1293098.824362
  nChanged 456
		SP:Iteration 3Q (8622.200000 sec): 3 clusters
  Score: Raw -1296258.935279 + Penalty 3031.437822 = -1293227.497456
  nChanged 371
		SP:Iteration 4Q (8622.220000 sec): 3 clusters
  Score: Raw -1296361.743710 + Penalty 3031.437822 = -1293330.305888
  nChanged 325
		SP:Iteration 5Q (8622.250000 sec): 3 clusters
  Score: Raw -1296451.605231 + Penalty 3031.437822 = -1293420.167409
  nChanged 302
		SP:Iteration 6Q (8622.280000 sec): 3 clusters
  Score: Raw -1296533.618253 + Penalty 3031.437822 = -1293502.180431
  nChanged 281
		SP:Iteration 7Q (8622.310000 sec): 3 clusters
  Score: Raw -1296605.918664 + Penalty 3031.437822 = -1293574.480841
  nChanged 256
		SP:Iteration 8Q (8622.340000 sec): 3 clusters
  Score: Raw -1296668.969508 + Penalty 3031.437822 = -1293637.531686
  nChanged 236
		SP:Iteration 9Q (8622.370000 sec): 3 clusters
  Score: Raw -1296733.960281 + Penalty 3031.437822 = -1293702.522459
  nChanged 292
		SP:Iteration 10Q (8622.400000 sec): 3 clusters
  Score: Raw -1296825.306626 + Penalty 3031.437822 = -1293793.868804
  nChanged 346
		SP:Iteration 11Q (8622.420000 sec): 3 clusters
  Score: Raw -1296948.794838 + Penalty 3031.437822 = -1293917.357015
  nChanged 407
		SP:Iteration 12Q (8622.450000 sec): 3 clusters
  Score: Raw -1297127.880841 + Penalty 3031.437822 = -1294096.443018
  nChanged 476
		SP:Iteration 13Q (8622.480000 sec): 3 clusters
  Score: Raw -1297362.422604 + Penalty 3031.437822 = -1294330.984781
  nChanged 527
		SP:Iteration 14Q (8622.510000 sec): 3 clusters
  Score: Raw -1297665.804914 + Penalty 3031.437822 = -1294634.367092
  nChanged 569
		SP:Iteration 15F (8622.540000 sec): 3 clusters
  Score: Raw -1298046.660463 + Penalty 3031.437822 = -1295015.222640
  nChanged 610
		SP:Iteration 16F (8622.560000 sec): 3 clusters
  Score: Raw -1298514.157069 + Penalty 3031.437822 = -1295482.719247
  nChanged 546
		SP:Iteration 17Q (8622.600000 sec): 3 clusters
  Score: Raw -1298937.099842 + Penalty 3031.437822 = -1295905.662020
  nChanged 439
		SP:Iteration 18Q (8622.620000 sec): 3 clusters
  Score: Raw -1299299.353938 + Penalty 3031.437822 = -1296267.916115
  nChanged 293
		SP:Iteration 19Q (8622.650000 sec): 3 clusters
  Score: Raw -1299540.461533 + Penalty 3031.437822 = -1296509.023711
  nChanged 197
		SP:Iteration 20F (8622.680000 sec): 3 clusters
  Score: Raw -1299712.084058 + Penalty 3031.437822 = -1296680.646235
  nChanged 127
		SP:Iteration 21Q (8622.700000 sec): 3 clusters
  Score: Raw -1299825.399866 + Penalty 3031.437822 = -1296793.962044
  nChanged 73
		SP:Iteration 22Q (8622.730000 sec): 3 clusters
  Score: Raw -1299879.241219 + Penalty 3031.437822 = -1296847.803397
  nChanged 29
		SP:Iteration 23Q (8622.750000 sec): 3 clusters
  Score: Raw -1299902.379542 + Penalty 3031.437822 = -1296870.941720
  nChanged 25
		SP:Iteration 24Q (8622.780000 sec): 3 clusters
  Score: Raw -1299922.366813 + Penalty 3031.437822 = -1296890.928991
  nChanged 17
		SP:Iteration 25Q (8622.800000 sec): 3 clusters
  Score: Raw -1299938.085624 + Penalty 3031.437822 = -1296906.647802
  nChanged 13
		SP:Iteration 26Q (8622.820000 sec): 3 clusters
  Score: Raw -1299949.511699 + Penalty 3031.437822 = -1296918.073876
  nChanged 12
		SP:Iteration 27Q (8622.840000 sec): 3 clusters
  Score: Raw -1299959.319298 + Penalty 3031.437822 = -1296927.881476
  nChanged 6
		SP:Iteration 28Q (8622.870000 sec): 3 clusters
  Score: Raw -1299965.716917 + Penalty 3031.437822 = -1296934.279094
  nChanged 5
		SP:Iteration 29Q (8622.890000 sec): 3 clusters
  Score: Raw -1299971.616033 + Penalty 3031.437822 = -1296940.178210
  nChanged 4
		SP:Iteration 30Q (8622.910000 sec): 3 clusters
  Score: Raw -1299976.948904 + Penalty 3031.437822 = -1296945.511082
  nChanged 4
		SP:Iteration 31Q (8622.930000 sec): 3 clusters
  Score: Raw -1299980.261555 + Penalty 3031.437822 = -1296948.823732
  nChanged 3
		SP:Iteration 32Q (8622.960000 sec): 3 clusters
  Score: Raw -1299982.704402 + Penalty 3031.437822 = -1296951.266580
  nChanged 4
		SP:Iteration 33Q (8622.980000 sec): 3 clusters
  Score: Raw -1299988.894217 + Penalty 3031.437822 = -1296957.456395
  nChanged 3
		SP:Iteration 34Q (8623.000000 sec): 3 clusters
  Score: Raw -1299991.145610 + Penalty 3031.437822 = -1296959.707787
  nChanged 2
		SP:Iteration 35Q (8623.020000 sec): 3 clusters
  Score: Raw -1299992.124327 + Penalty 3031.437822 = -1296960.686505
  nChanged 1
		SP:Iteration 36Q (8623.040000 sec): 3 clusters
  Score: Raw -1299992.558365 + Penalty 3031.437822 = -1296961.120543
  nChanged 1
		SP:Iteration 37Q (8623.060000 sec): 3 clusters
  Score: Raw -1299993.324467 + Penalty 3031.437822 = -1296961.886645
  nChanged 0
		SP:Iteration 38F (8623.090000 sec): 3 clusters
  Score: Raw -1299993.324467 + Penalty 3031.437822 = -1296961.886645
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 88 (582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.100000 sec): 2 clusters
  Score: Raw -59954.885835 + Penalty 1034.551448 = -58920.334387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.100000 sec): 3 clusters
  Score: Raw -59836.679829 + Penalty 2069.102896 = -57767.576934
  nChanged 143
		SP:Iteration 1F (8623.110000 sec): 3 clusters
  Score: Raw -60039.826670 + Penalty 2069.102896 = -57970.723774
  nChanged 41
		SP:Iteration 2F (8623.110000 sec): 3 clusters
  Score: Raw -60094.658425 + Penalty 2069.102896 = -58025.555530
  nChanged 13
		SP:Iteration 3Q (8623.110000 sec): 3 clusters
  Score: Raw -60114.274992 + Penalty 2069.102896 = -58045.172096
  nChanged 9
		SP:Iteration 4Q (8623.110000 sec): 3 clusters
  Score: Raw -60125.865375 + Penalty 2069.102896 = -58056.762479
  nChanged 7
		SP:Iteration 5Q (8623.110000 sec): 3 clusters
  Score: Raw -60137.054125 + Penalty 2069.102896 = -58067.951229
  nChanged 3
		SP:Iteration 6Q (8623.110000 sec): 3 clusters
  Score: Raw -60140.106670 + Penalty 2069.102896 = -58071.003775
  nChanged 2
		SP:Iteration 7Q (8623.120000 sec): 3 clusters
  Score: Raw -60142.894775 + Penalty 2069.102896 = -58073.791879
  nChanged 1
		SP:Iteration 8Q (8623.120000 sec): 3 clusters
  Score: Raw -60144.745811 + Penalty 2069.102896 = -58075.642915
  nChanged 0
		SP:Iteration 9F (8623.120000 sec): 3 clusters
  Score: Raw -60144.745811 + Penalty 2069.102896 = -58075.642915
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 89 (298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.120000 sec): 2 clusters
  Score: Raw -30430.654025 + Penalty 925.777692 = -29504.876333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.120000 sec): 3 clusters
  Score: Raw -30452.167143 + Penalty 1851.555383 = -28600.611760
  nChanged 64
		SP:Iteration 1F (8623.120000 sec): 3 clusters
  Score: Raw -30579.953822 + Penalty 1851.555383 = -28728.398439
  nChanged 16
		SP:Iteration 2F (8623.120000 sec): 3 clusters
  Score: Raw -30632.756604 + Penalty 1851.555383 = -28781.201221
  nChanged 10
		SP:Iteration 3Q (8623.130000 sec): 3 clusters
  Score: Raw -30669.395068 + Penalty 1851.555383 = -28817.839685
  nChanged 5
		SP:Iteration 4Q (8623.130000 sec): 3 clusters
  Score: Raw -30684.455149 + Penalty 1851.555383 = -28832.899766
  nChanged 3
		SP:Iteration 5Q (8623.130000 sec): 3 clusters
  Score: Raw -30704.174569 + Penalty 1851.555383 = -28852.619186
  nChanged 7
		SP:Iteration 6Q (8623.130000 sec): 3 clusters
  Score: Raw -30727.323795 + Penalty 1851.555383 = -28875.768412
  nChanged 6
		SP:Iteration 7Q (8623.130000 sec): 3 clusters
  Score: Raw -30752.411206 + Penalty 1851.555383 = -28900.855822
  nChanged 5
		SP:Iteration 8Q (8623.130000 sec): 3 clusters
  Score: Raw -30782.016377 + Penalty 1851.555383 = -28930.460994
  nChanged 4
		SP:Iteration 9Q (8623.130000 sec): 3 clusters
  Score: Raw -30801.015877 + Penalty 1851.555383 = -28949.460494
  nChanged 4
		SP:Iteration 10Q (8623.130000 sec): 3 clusters
  Score: Raw -30824.291671 + Penalty 1851.555383 = -28972.736288
  nChanged 4
		SP:Iteration 11Q (8623.130000 sec): 3 clusters
  Score: Raw -30841.420875 + Penalty 1851.555383 = -28989.865492
  nChanged 2
		SP:Iteration 12Q (8623.130000 sec): 3 clusters
  Score: Raw -30850.588296 + Penalty 1851.555383 = -28999.032913
  nChanged 4
		SP:Iteration 13Q (8623.130000 sec): 3 clusters
  Score: Raw -30877.445389 + Penalty 1851.555383 = -29025.890006
  nChanged 1
		SP:Iteration 14Q (8623.130000 sec): 3 clusters
  Score: Raw -30880.534757 + Penalty 1851.555383 = -29028.979374
  nChanged 1
		SP:Iteration 15Q (8623.140000 sec): 3 clusters
  Score: Raw -30896.895894 + Penalty 1851.555383 = -29045.340511
  nChanged 2
		SP:Iteration 16Q (8623.140000 sec): 3 clusters
  Score: Raw -30902.978554 + Penalty 1851.555383 = -29051.423171
  nChanged 1
		SP:Iteration 17Q (8623.140000 sec): 3 clusters
  Score: Raw -30904.674008 + Penalty 1851.555383 = -29053.118625
  nChanged 2
		SP:Iteration 18Q (8623.140000 sec): 3 clusters
  Score: Raw -30923.323976 + Penalty 1851.555383 = -29071.768592
  nChanged 2
		SP:Iteration 19Q (8623.140000 sec): 3 clusters
  Score: Raw -30935.049718 + Penalty 1851.555383 = -29083.494335
  nChanged 4
		SP:Iteration 20F (8623.140000 sec): 3 clusters
  Score: Raw -30960.069598 + Penalty 1851.555383 = -29108.514215
  nChanged 5
		SP:Iteration 21Q (8623.140000 sec): 3 clusters
  Score: Raw -31006.041181 + Penalty 1851.555383 = -29154.485798
  nChanged 6
		SP:Iteration 22Q (8623.140000 sec): 3 clusters
  Score: Raw -31090.320350 + Penalty 1851.555383 = -29238.764967
  nChanged 10
		SP:Iteration 23Q (8623.140000 sec): 3 clusters
  Score: Raw -31133.524540 + Penalty 1851.555383 = -29281.969157
  nChanged 5
		SP:Iteration 24Q (8623.140000 sec): 3 clusters
  Score: Raw -31153.314890 + Penalty 1851.555383 = -29301.759507
  nChanged 3
		SP:Iteration 25Q (8623.140000 sec): 3 clusters
  Score: Raw -31167.206957 + Penalty 1851.555383 = -29315.651574
  nChanged 3
		SP:Iteration 26Q (8623.140000 sec): 3 clusters
  Score: Raw -31178.907694 + Penalty 1851.555383 = -29327.352311
  nChanged 3
		SP:Iteration 27Q (8623.140000 sec): 3 clusters
  Score: Raw -31190.654706 + Penalty 1851.555383 = -29339.099323
  nChanged 0
		SP:Iteration 28F (8623.140000 sec): 3 clusters
  Score: Raw -31190.654706 + Penalty 1851.555383 = -29339.099323
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 90 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.150000 sec): 2 clusters
  Score: Raw -20193.111865 + Penalty 873.482741 = -19319.629124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.150000 sec): 3 clusters
  Score: Raw -20259.429472 + Penalty 1746.965482 = -18512.463989
  nChanged 40
		SP:Iteration 1F (8623.150000 sec): 3 clusters
  Score: Raw -20459.544159 + Penalty 1746.965482 = -18712.578676
  nChanged 19
		SP:Iteration 2F (8623.150000 sec): 3 clusters
  Score: Raw -20576.719007 + Penalty 1746.965482 = -18829.753525
  nChanged 12
		SP:Iteration 3F (8623.150000 sec): 3 clusters
  Score: Raw -20653.012195 + Penalty 1746.965482 = -18906.046712
  nChanged 9
		SP:Iteration 4Q (8623.150000 sec): 3 clusters
  Score: Raw -20738.430967 + Penalty 1746.965482 = -18991.465485
  nChanged 4
		SP:Iteration 5Q (8623.150000 sec): 3 clusters
  Score: Raw -20811.935595 + Penalty 1746.965482 = -19064.970112
  nChanged 2
		SP:Iteration 6Q (8623.150000 sec): 3 clusters
  Score: Raw -20844.303110 + Penalty 1746.965482 = -19097.337627
  nChanged 2
		SP:Iteration 7Q (8623.150000 sec): 3 clusters
  Score: Raw -20875.254078 + Penalty 1746.965482 = -19128.288595
  nChanged 4
		SP:Iteration 8Q (8623.150000 sec): 3 clusters
  Score: Raw -20925.826303 + Penalty 1746.965482 = -19178.860820
  nChanged 1
		SP:Iteration 9Q (8623.150000 sec): 3 clusters
  Score: Raw -20933.310090 + Penalty 1746.965482 = -19186.344608
  nChanged 0
		SP:Iteration 10F (8623.150000 sec): 3 clusters
  Score: Raw -20933.310090 + Penalty 1746.965482 = -19186.344608
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 91 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.160000 sec): 2 clusters
  Score: Raw -43540.226854 + Penalty 983.846394 = -42556.380460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.160000 sec): 3 clusters
  Score: Raw -43524.335233 + Penalty 1967.692788 = -41556.642445
  nChanged 109
		SP:Iteration 1F (8623.160000 sec): 3 clusters
  Score: Raw -43717.940331 + Penalty 1967.692788 = -41750.247544
  nChanged 32
		SP:Iteration 2F (8623.160000 sec): 3 clusters
  Score: Raw -43818.723531 + Penalty 1967.692788 = -41851.030743
  nChanged 19
		SP:Iteration 3Q (8623.160000 sec): 3 clusters
  Score: Raw -43886.387816 + Penalty 1967.692788 = -41918.695028
  nChanged 18
		SP:Iteration 4Q (8623.160000 sec): 3 clusters
  Score: Raw -43952.157145 + Penalty 1967.692788 = -41984.464357
  nChanged 21
		SP:Iteration 5Q (8623.160000 sec): 3 clusters
  Score: Raw -44060.132896 + Penalty 1967.692788 = -42092.440108
  nChanged 14
		SP:Iteration 6Q (8623.160000 sec): 3 clusters
  Score: Raw -44140.090591 + Penalty 1967.692788 = -42172.397803
  nChanged 5
		SP:Iteration 7Q (8623.160000 sec): 3 clusters
  Score: Raw -44189.016039 + Penalty 1967.692788 = -42221.323251
  nChanged 4
		SP:Iteration 8Q (8623.170000 sec): 3 clusters
  Score: Raw -44205.768264 + Penalty 1967.692788 = -42238.075476
  nChanged 6
		SP:Iteration 9Q (8623.170000 sec): 3 clusters
  Score: Raw -44233.393784 + Penalty 1967.692788 = -42265.700996
  nChanged 3
		SP:Iteration 10Q (8623.170000 sec): 3 clusters
  Score: Raw -44250.411926 + Penalty 1967.692788 = -42282.719138
  nChanged 2
		SP:Iteration 11Q (8623.170000 sec): 3 clusters
  Score: Raw -44257.303925 + Penalty 1967.692788 = -42289.611137
  nChanged 1
		SP:Iteration 12Q (8623.170000 sec): 3 clusters
  Score: Raw -44258.978635 + Penalty 1967.692788 = -42291.285848
  nChanged 0
		SP:Iteration 13F (8623.170000 sec): 3 clusters
  Score: Raw -44258.978635 + Penalty 1967.692788 = -42291.285848
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 92 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.180000 sec): 2 clusters
  Score: Raw -22996.981586 + Penalty 887.872668 = -22109.108917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.180000 sec): 3 clusters
  Score: Raw -23190.493580 + Penalty 1775.745337 = -21414.748244
  nChanged 44
		SP:Iteration 1F (8623.180000 sec): 3 clusters
  Score: Raw -23389.641505 + Penalty 1775.745337 = -21613.896168
  nChanged 13
		SP:Iteration 2F (8623.180000 sec): 3 clusters
  Score: Raw -23464.851280 + Penalty 1775.745337 = -21689.105943
  nChanged 7
		SP:Iteration 3Q (8623.180000 sec): 3 clusters
  Score: Raw -23507.209249 + Penalty 1775.745337 = -21731.463912
  nChanged 5
		SP:Iteration 4Q (8623.180000 sec): 3 clusters
  Score: Raw -23549.161549 + Penalty 1775.745337 = -21773.416212
  nChanged 4
		SP:Iteration 5Q (8623.180000 sec): 3 clusters
  Score: Raw -23589.449142 + Penalty 1775.745337 = -21813.703806
  nChanged 1
		SP:Iteration 6Q (8623.180000 sec): 3 clusters
  Score: Raw -23593.235746 + Penalty 1775.745337 = -21817.490409
  nChanged 0
		SP:Iteration 7F (8623.180000 sec): 3 clusters
  Score: Raw -23593.235746 + Penalty 1775.745337 = -21817.490409
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 93 (764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.180000 sec): 2 clusters
  Score: Raw -88017.466529 + Penalty 1078.767266 = -86938.699263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.190000 sec): 3 clusters
  Score: Raw -87802.166598 + Penalty 2157.534531 = -85644.632067
  nChanged 227
		SP:Iteration 1F (8623.190000 sec): 3 clusters
  Score: Raw -88033.446131 + Penalty 2157.534531 = -85875.911600
  nChanged 46
		SP:Iteration 2F (8623.190000 sec): 3 clusters
  Score: Raw -88076.997263 + Penalty 2157.534531 = -85919.462732
  nChanged 20
		SP:Iteration 3Q (8623.190000 sec): 3 clusters
  Score: Raw -88097.161381 + Penalty 2157.534531 = -85939.626850
  nChanged 8
		SP:Iteration 4Q (8623.200000 sec): 3 clusters
  Score: Raw -88104.209279 + Penalty 2157.534531 = -85946.674747
  nChanged 9
		SP:Iteration 5Q (8623.200000 sec): 3 clusters
  Score: Raw -88114.445946 + Penalty 2157.534531 = -85956.911414
  nChanged 9
		SP:Iteration 6Q (8623.200000 sec): 3 clusters
  Score: Raw -88125.912954 + Penalty 2157.534531 = -85968.378422
  nChanged 6
		SP:Iteration 7Q (8623.200000 sec): 3 clusters
  Score: Raw -88134.116785 + Penalty 2157.534531 = -85976.582254
  nChanged 3
		SP:Iteration 8Q (8623.200000 sec): 3 clusters
  Score: Raw -88136.560871 + Penalty 2157.534531 = -85979.026340
  nChanged 5
		SP:Iteration 9Q (8623.200000 sec): 3 clusters
  Score: Raw -88143.116903 + Penalty 2157.534531 = -85985.582372
  nChanged 6
		SP:Iteration 10Q (8623.200000 sec): 3 clusters
  Score: Raw -88151.620815 + Penalty 2157.534531 = -85994.086284
  nChanged 5
		SP:Iteration 11Q (8623.210000 sec): 3 clusters
  Score: Raw -88158.758364 + Penalty 2157.534531 = -86001.223833
  nChanged 2
		SP:Iteration 12Q (8623.210000 sec): 3 clusters
  Score: Raw -88161.534883 + Penalty 2157.534531 = -86004.000352
  nChanged 3
		SP:Iteration 13Q (8623.210000 sec): 3 clusters
  Score: Raw -88165.074108 + Penalty 2157.534531 = -86007.539576
  nChanged 4
		SP:Iteration 14Q (8623.210000 sec): 3 clusters
  Score: Raw -88166.872010 + Penalty 2157.534531 = -86009.337479
  nChanged 0
		SP:Iteration 15F (8623.220000 sec): 3 clusters
  Score: Raw -88166.872010 + Penalty 2157.534531 = -86009.337479
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 94 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.220000 sec): 2 clusters
  Score: Raw -22616.882277 + Penalty 877.201439 = -21739.680838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.220000 sec): 3 clusters
  Score: Raw -22687.135373 + Penalty 1754.402878 = -20932.732495
  nChanged 19
		SP:Iteration 1F (8623.220000 sec): 3 clusters
  Score: Raw -22748.531377 + Penalty 1754.402878 = -20994.128499
  nChanged 5
		SP:Iteration 2Q (8623.220000 sec): 3 clusters
  Score: Raw -22771.904030 + Penalty 1754.402878 = -21017.501152
  nChanged 5
		SP:Iteration 3Q (8623.220000 sec): 3 clusters
  Score: Raw -22792.633694 + Penalty 1754.402878 = -21038.230816
  nChanged 3
		SP:Iteration 4Q (8623.220000 sec): 3 clusters
  Score: Raw -22805.541375 + Penalty 1754.402878 = -21051.138497
  nChanged 1
		SP:Iteration 5Q (8623.220000 sec): 3 clusters
  Score: Raw -22808.031266 + Penalty 1754.402878 = -21053.628388
  nChanged 0
		SP:Iteration 6F (8623.220000 sec): 3 clusters
  Score: Raw -22808.031266 + Penalty 1754.402878 = -21053.628388
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 95 (462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8623.230000 sec): 2 clusters
  Score: Raw -47715.592388 + Penalty 997.029295 = -46718.563093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8623.230000 sec): 3 clusters
  Score: Raw -47679.564589 + Penalty 1994.058590 = -45685.505999
  nChanged 95
		SP:Iteration 1F (8623.230000 sec): 3 clusters
  Score: Raw -47855.032070 + Penalty 1994.058590 = -45860.973480
  nChanged 37
		SP:Iteration 2F (8623.230000 sec): 3 clusters
  Score: Raw -47987.141449 + Penalty 1994.058590 = -45993.082859
  nChanged 29
		SP:Iteration 3F (8623.240000 sec): 3 clusters
  Score: Raw -48074.273288 + Penalty 1994.058590 = -46080.214698
  nChanged 17
		SP:Iteration 4Q (8623.240000 sec): 3 clusters
  Score: Raw -48126.582444 + Penalty 1994.058590 = -46132.523855
  nChanged 16
		SP:Iteration 5Q (8623.240000 sec): 3 clusters
  Score: Raw -48153.720108 + Penalty 1994.058590 = -46159.661519
  nChanged 7
		SP:Iteration 6Q (8623.240000 sec): 3 clusters
  Score: Raw -48172.975540 + Penalty 1994.058590 = -46178.916951
  nChanged 2
		SP:Iteration 7Q (8623.240000 sec): 3 clusters
  Score: Raw -48175.814091 + Penalty 1994.058590 = -46181.755501
  nChanged 3
		SP:Iteration 8Q (8623.240000 sec): 3 clusters
  Score: Raw -48179.121118 + Penalty 1994.058590 = -46185.062529
  nChanged 0
		SP:Iteration 9F (8623.240000 sec): 3 clusters
  Score: Raw -48179.121118 + Penalty 1994.058590 = -46185.062529
  nChanged 0
Iteration 379Q (8636.310000 sec): 96 clusters
  Score: Raw -174159877.938818 + Penalty 220075.147900 = -173939802.790918
  nChanged 3
Iteration 380F (8765.890000 sec): 96 clusters
  Score: Raw -174159883.406087 + Penalty 220075.147900 = -173939808.258188
  nChanged 3
Iteration 381Q (8781.960000 sec): 96 clusters
  Score: Raw -174159888.594638 + Penalty 220075.147900 = -173939813.446738
  nChanged 1
Iteration 382Q (8794.410000 sec): 96 clusters
  Score: Raw -174159889.672499 + Penalty 220075.147900 = -173939814.524600
  nChanged 2
Iteration 383Q (8806.690000 sec): 96 clusters
  Score: Raw -174159893.639702 + Penalty 220075.147900 = -173939818.491803
  nChanged 3
Iteration 384Q (8818.950000 sec): 96 clusters
  Score: Raw -174159899.462142 + Penalty 220075.147900 = -173939824.314242
  nChanged 3
Iteration 385Q (8831.140000 sec): 96 clusters
  Score: Raw -174159903.694743 + Penalty 220075.147900 = -173939828.546844
  nChanged 2
Iteration 386Q (8843.230000 sec): 96 clusters
  Score: Raw -174159905.481593 + Penalty 220075.147900 = -173939830.333694
  nChanged 1
Iteration 387Q (8855.870000 sec): 96 clusters
  Score: Raw -174159905.775525 + Penalty 220075.147900 = -173939830.627626
  nChanged 0
Iteration 388F (8985.850000 sec): 96 clusters
  Score: Raw -174159905.775525 + Penalty 220075.147900 = -173939830.627626
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -174159905.775525 + Penalty 220075.147900 = -173939830.627626
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 1 (26922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8986.210000 sec): 2 clusters
  Score: Raw -3165825.114687 + Penalty 1657.613600 = -3164167.501087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8986.280000 sec): 3 clusters
  Score: Raw -3149314.757749 + Penalty 3315.227199 = -3145999.530549
  nChanged 12425
		SP:Iteration 1F (8986.350000 sec): 3 clusters
  Score: Raw -3156143.065196 + Penalty 3315.227199 = -3152827.837997
  nChanged 1150
		SP:Iteration 2Q (8986.420000 sec): 3 clusters
  Score: Raw -3156475.423933 + Penalty 3315.227199 = -3153160.196733
  nChanged 1033
		SP:Iteration 3Q (8986.490000 sec): 3 clusters
  Score: Raw -3156811.933215 + Penalty 3315.227199 = -3153496.706016
  nChanged 1021
		SP:Iteration 4Q (8986.570000 sec): 3 clusters
  Score: Raw -3157164.700494 + Penalty 3315.227199 = -3153849.473295
  nChanged 1084
		SP:Iteration 5Q (8986.640000 sec): 3 clusters
  Score: Raw -3157578.630790 + Penalty 3315.227199 = -3154263.403591
  nChanged 1146
		SP:Iteration 6Q (8986.710000 sec): 3 clusters
  Score: Raw -3158075.162031 + Penalty 3315.227199 = -3154759.934831
  nChanged 1234
		SP:Iteration 7Q (8986.780000 sec): 3 clusters
  Score: Raw -3158673.741147 + Penalty 3315.227199 = -3155358.513947
  nChanged 1267
		SP:Iteration 8Q (8986.850000 sec): 3 clusters
  Score: Raw -3159356.594775 + Penalty 3315.227199 = -3156041.367576
  nChanged 1289
		SP:Iteration 9Q (8986.930000 sec): 3 clusters
  Score: Raw -3160189.411531 + Penalty 3315.227199 = -3156874.184331
  nChanged 1319
		SP:Iteration 10Q (8987.000000 sec): 3 clusters
  Score: Raw -3161146.376872 + Penalty 3315.227199 = -3157831.149673
  nChanged 1261
		SP:Iteration 11Q (8987.070000 sec): 3 clusters
  Score: Raw -3162144.802894 + Penalty 3315.227199 = -3158829.575695
  nChanged 1151
		SP:Iteration 12Q (8987.140000 sec): 3 clusters
  Score: Raw -3163052.224881 + Penalty 3315.227199 = -3159736.997681
  nChanged 1012
		SP:Iteration 13Q (8987.210000 sec): 3 clusters
  Score: Raw -3163696.379514 + Penalty 3315.227199 = -3160381.152314
  nChanged 734
		SP:Iteration 14Q (8987.270000 sec): 3 clusters
  Score: Raw -3164128.452508 + Penalty 3315.227199 = -3160813.225309
  nChanged 620
		SP:Iteration 15Q (8987.340000 sec): 3 clusters
  Score: Raw -3164494.930570 + Penalty 3315.227199 = -3161179.703371
  nChanged 570
		SP:Iteration 16Q (8987.400000 sec): 3 clusters
  Score: Raw -3164813.522291 + Penalty 3315.227199 = -3161498.295091
  nChanged 485
		SP:Iteration 17Q (8987.460000 sec): 3 clusters
  Score: Raw -3165081.217019 + Penalty 3315.227199 = -3161765.989820
  nChanged 420
		SP:Iteration 18Q (8987.520000 sec): 3 clusters
  Score: Raw -3165329.534479 + Penalty 3315.227199 = -3162014.307280
  nChanged 356
		SP:Iteration 19Q (8987.580000 sec): 3 clusters
  Score: Raw -3165559.403770 + Penalty 3315.227199 = -3162244.176570
  nChanged 298
		SP:Iteration 20F (8987.650000 sec): 3 clusters
  Score: Raw -3165760.138711 + Penalty 3315.227199 = -3162444.911512
  nChanged 238
		SP:Iteration 21Q (8987.710000 sec): 3 clusters
  Score: Raw -3165933.548820 + Penalty 3315.227199 = -3162618.321621
  nChanged 219
		SP:Iteration 22Q (8987.760000 sec): 3 clusters
  Score: Raw -3166114.372227 + Penalty 3315.227199 = -3162799.145027
  nChanged 180
		SP:Iteration 23Q (8987.820000 sec): 3 clusters
  Score: Raw -3166282.258499 + Penalty 3315.227199 = -3162967.031299
  nChanged 142
		SP:Iteration 24Q (8987.870000 sec): 3 clusters
  Score: Raw -3166437.962426 + Penalty 3315.227199 = -3163122.735227
  nChanged 120
		SP:Iteration 25Q (8987.920000 sec): 3 clusters
  Score: Raw -3166553.083118 + Penalty 3315.227199 = -3163237.855919
  nChanged 92
		SP:Iteration 26Q (8987.970000 sec): 3 clusters
  Score: Raw -3166623.858536 + Penalty 3315.227199 = -3163308.631336
  nChanged 64
		SP:Iteration 27Q (8988.030000 sec): 3 clusters
  Score: Raw -3166659.118815 + Penalty 3315.227199 = -3163343.891615
  nChanged 42
		SP:Iteration 28Q (8988.080000 sec): 3 clusters
  Score: Raw -3166682.082686 + Penalty 3315.227199 = -3163366.855487
  nChanged 35
		SP:Iteration 29Q (8988.130000 sec): 3 clusters
  Score: Raw -3166699.655711 + Penalty 3315.227199 = -3163384.428512
  nChanged 37
		SP:Iteration 30Q (8988.180000 sec): 3 clusters
  Score: Raw -3166716.495038 + Penalty 3315.227199 = -3163401.267838
  nChanged 24
		SP:Iteration 31Q (8988.230000 sec): 3 clusters
  Score: Raw -3166727.334118 + Penalty 3315.227199 = -3163412.106919
  nChanged 18
		SP:Iteration 32Q (8988.280000 sec): 3 clusters
  Score: Raw -3166734.615106 + Penalty 3315.227199 = -3163419.387907
  nChanged 12
		SP:Iteration 33Q (8988.330000 sec): 3 clusters
  Score: Raw -3166738.933221 + Penalty 3315.227199 = -3163423.706021
  nChanged 11
		SP:Iteration 34Q (8988.380000 sec): 3 clusters
  Score: Raw -3166743.126998 + Penalty 3315.227199 = -3163427.899799
  nChanged 7
		SP:Iteration 35Q (8988.430000 sec): 3 clusters
  Score: Raw -3166745.664634 + Penalty 3315.227199 = -3163430.437435
  nChanged 5
		SP:Iteration 36Q (8988.480000 sec): 3 clusters
  Score: Raw -3166748.431992 + Penalty 3315.227199 = -3163433.204792
  nChanged 5
		SP:Iteration 37Q (8988.530000 sec): 3 clusters
  Score: Raw -3166750.938547 + Penalty 3315.227199 = -3163435.711347
  nChanged 6
		SP:Iteration 38Q (8988.580000 sec): 3 clusters
  Score: Raw -3166754.608298 + Penalty 3315.227199 = -3163439.381098
  nChanged 11
		SP:Iteration 39Q (8988.630000 sec): 3 clusters
  Score: Raw -3166760.471082 + Penalty 3315.227199 = -3163445.243882
  nChanged 11
		SP:Iteration 40F (8988.710000 sec): 3 clusters
  Score: Raw -3166765.556269 + Penalty 3315.227199 = -3163450.329069
  nChanged 5
		SP:Iteration 41Q (8988.760000 sec): 3 clusters
  Score: Raw -3166769.482057 + Penalty 3315.227199 = -3163454.254857
  nChanged 5
		SP:Iteration 42Q (8988.810000 sec): 3 clusters
  Score: Raw -3166773.018533 + Penalty 3315.227199 = -3163457.791334
  nChanged 7
		SP:Iteration 43Q (8988.860000 sec): 3 clusters
  Score: Raw -3166775.968346 + Penalty 3315.227199 = -3163460.741146
  nChanged 4
		SP:Iteration 44Q (8988.910000 sec): 3 clusters
  Score: Raw -3166777.730201 + Penalty 3315.227199 = -3163462.503002
  nChanged 3
		SP:Iteration 45Q (8988.960000 sec): 3 clusters
  Score: Raw -3166779.067796 + Penalty 3315.227199 = -3163463.840596
  nChanged 6
		SP:Iteration 46Q (8989.010000 sec): 3 clusters
  Score: Raw -3166782.644466 + Penalty 3315.227199 = -3163467.417266
  nChanged 6
		SP:Iteration 47Q (8989.060000 sec): 3 clusters
  Score: Raw -3166785.712517 + Penalty 3315.227199 = -3163470.485318
  nChanged 6
		SP:Iteration 48Q (8989.110000 sec): 3 clusters
  Score: Raw -3166789.458261 + Penalty 3315.227199 = -3163474.231061
  nChanged 6
		SP:Iteration 49Q (8989.160000 sec): 3 clusters
  Score: Raw -3166792.651799 + Penalty 3315.227199 = -3163477.424599
  nChanged 6
		SP:Iteration 50Q (8989.210000 sec): 3 clusters
  Score: Raw -3166797.285852 + Penalty 3315.227199 = -3163482.058652
  nChanged 9
		SP:Iteration 51Q (8989.260000 sec): 3 clusters
  Score: Raw -3166803.203593 + Penalty 3315.227199 = -3163487.976393
  nChanged 8
		SP:Iteration 52Q (8989.310000 sec): 3 clusters
  Score: Raw -3166808.522324 + Penalty 3315.227199 = -3163493.295125
  nChanged 8
		SP:Iteration 53Q (8989.360000 sec): 3 clusters
  Score: Raw -3166811.873522 + Penalty 3315.227199 = -3163496.646323
  nChanged 6
		SP:Iteration 54Q (8989.410000 sec): 3 clusters
  Score: Raw -3166813.607611 + Penalty 3315.227199 = -3163498.380411
  nChanged 2
		SP:Iteration 55Q (8989.460000 sec): 3 clusters
  Score: Raw -3166814.625989 + Penalty 3315.227199 = -3163499.398790
  nChanged 1
		SP:Iteration 56Q (8989.510000 sec): 3 clusters
  Score: Raw -3166814.781985 + Penalty 3315.227199 = -3163499.554786
  nChanged 0
		SP:Iteration 57F (8989.590000 sec): 3 clusters
  Score: Raw -3166814.781985 + Penalty 3315.227199 = -3163499.554786
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 2 (9262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8989.630000 sec): 2 clusters
  Score: Raw -1108259.233723 + Penalty 1484.222234 = -1106775.011489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8989.650000 sec): 3 clusters
  Score: Raw -1103049.499885 + Penalty 2968.444468 = -1100081.055417
  nChanged 4030
		SP:Iteration 1F (8989.680000 sec): 3 clusters
  Score: Raw -1105388.284855 + Penalty 2968.444468 = -1102419.840387
  nChanged 646
		SP:Iteration 2F (8989.700000 sec): 3 clusters
  Score: Raw -1105803.258525 + Penalty 2968.444468 = -1102834.814056
  nChanged 582
		SP:Iteration 3F (8989.720000 sec): 3 clusters
  Score: Raw -1106172.583585 + Penalty 2968.444468 = -1103204.139117
  nChanged 538
		SP:Iteration 4F (8989.750000 sec): 3 clusters
  Score: Raw -1106507.722541 + Penalty 2968.444468 = -1103539.278073
  nChanged 473
		SP:Iteration 5F (8989.770000 sec): 3 clusters
  Score: Raw -1106768.899664 + Penalty 2968.444468 = -1103800.455196
  nChanged 410
		SP:Iteration 6Q (8989.790000 sec): 3 clusters
  Score: Raw -1106962.968162 + Penalty 2968.444468 = -1103994.523694
  nChanged 337
		SP:Iteration 7Q (8989.820000 sec): 3 clusters
  Score: Raw -1107081.312560 + Penalty 2968.444468 = -1104112.868091
  nChanged 261
		SP:Iteration 8Q (8989.840000 sec): 3 clusters
  Score: Raw -1107158.382697 + Penalty 2968.444468 = -1104189.938229
  nChanged 197
		SP:Iteration 9Q (8989.860000 sec): 3 clusters
  Score: Raw -1107213.425068 + Penalty 2968.444468 = -1104244.980599
  nChanged 162
		SP:Iteration 10Q (8989.890000 sec): 3 clusters
  Score: Raw -1107258.248418 + Penalty 2968.444468 = -1104289.803950
  nChanged 145
		SP:Iteration 11Q (8989.910000 sec): 3 clusters
  Score: Raw -1107300.238067 + Penalty 2968.444468 = -1104331.793599
  nChanged 150
		SP:Iteration 12Q (8989.930000 sec): 3 clusters
  Score: Raw -1107343.699015 + Penalty 2968.444468 = -1104375.254547
  nChanged 147
		SP:Iteration 13Q (8989.950000 sec): 3 clusters
  Score: Raw -1107387.694851 + Penalty 2968.444468 = -1104419.250383
  nChanged 132
		SP:Iteration 14Q (8989.970000 sec): 3 clusters
  Score: Raw -1107424.417206 + Penalty 2968.444468 = -1104455.972738
  nChanged 118
		SP:Iteration 15Q (8990.000000 sec): 3 clusters
  Score: Raw -1107452.906120 + Penalty 2968.444468 = -1104484.461652
  nChanged 115
		SP:Iteration 16Q (8990.020000 sec): 3 clusters
  Score: Raw -1107482.287142 + Penalty 2968.444468 = -1104513.842674
  nChanged 129
		SP:Iteration 17Q (8990.040000 sec): 3 clusters
  Score: Raw -1107516.472941 + Penalty 2968.444468 = -1104548.028473
  nChanged 124
		SP:Iteration 18Q (8990.070000 sec): 3 clusters
  Score: Raw -1107557.107922 + Penalty 2968.444468 = -1104588.663453
  nChanged 136
		SP:Iteration 19Q (8990.090000 sec): 3 clusters
  Score: Raw -1107603.047995 + Penalty 2968.444468 = -1104634.603527
  nChanged 140
		SP:Iteration 20F (8990.110000 sec): 3 clusters
  Score: Raw -1107651.770929 + Penalty 2968.444468 = -1104683.326461
  nChanged 133
		SP:Iteration 21Q (8990.130000 sec): 3 clusters
  Score: Raw -1107699.207637 + Penalty 2968.444468 = -1104730.763169
  nChanged 160
		SP:Iteration 22Q (8990.160000 sec): 3 clusters
  Score: Raw -1107754.151798 + Penalty 2968.444468 = -1104785.707330
  nChanged 172
		SP:Iteration 23Q (8990.180000 sec): 3 clusters
  Score: Raw -1107814.693759 + Penalty 2968.444468 = -1104846.249291
  nChanged 151
		SP:Iteration 24Q (8990.200000 sec): 3 clusters
  Score: Raw -1107863.344599 + Penalty 2968.444468 = -1104894.900131
  nChanged 162
		SP:Iteration 25Q (8990.230000 sec): 3 clusters
  Score: Raw -1107916.693779 + Penalty 2968.444468 = -1104948.249310
  nChanged 152
		SP:Iteration 26Q (8990.250000 sec): 3 clusters
  Score: Raw -1107974.512305 + Penalty 2968.444468 = -1105006.067837
  nChanged 165
		SP:Iteration 27Q (8990.270000 sec): 3 clusters
  Score: Raw -1108035.407038 + Penalty 2968.444468 = -1105066.962570
  nChanged 154
		SP:Iteration 28Q (8990.290000 sec): 3 clusters
  Score: Raw -1108088.307322 + Penalty 2968.444468 = -1105119.862854
  nChanged 160
		SP:Iteration 29Q (8990.310000 sec): 3 clusters
  Score: Raw -1108145.966982 + Penalty 2968.444468 = -1105177.522513
  nChanged 146
		SP:Iteration 30Q (8990.340000 sec): 3 clusters
  Score: Raw -1108206.795582 + Penalty 2968.444468 = -1105238.351114
  nChanged 153
		SP:Iteration 31Q (8990.360000 sec): 3 clusters
  Score: Raw -1108282.916666 + Penalty 2968.444468 = -1105314.472198
  nChanged 163
		SP:Iteration 32Q (8990.380000 sec): 3 clusters
  Score: Raw -1108364.775338 + Penalty 2968.444468 = -1105396.330870
  nChanged 153
		SP:Iteration 33Q (8990.400000 sec): 3 clusters
  Score: Raw -1108442.998215 + Penalty 2968.444468 = -1105474.553747
  nChanged 146
		SP:Iteration 34Q (8990.420000 sec): 3 clusters
  Score: Raw -1108518.134758 + Penalty 2968.444468 = -1105549.690290
  nChanged 137
		SP:Iteration 35Q (8990.440000 sec): 3 clusters
  Score: Raw -1108592.378202 + Penalty 2968.444468 = -1105623.933734
  nChanged 109
		SP:Iteration 36Q (8990.470000 sec): 3 clusters
  Score: Raw -1108648.628614 + Penalty 2968.444468 = -1105680.184145
  nChanged 94
		SP:Iteration 37Q (8990.490000 sec): 3 clusters
  Score: Raw -1108687.683416 + Penalty 2968.444468 = -1105719.238948
  nChanged 100
		SP:Iteration 38Q (8990.510000 sec): 3 clusters
  Score: Raw -1108723.385990 + Penalty 2968.444468 = -1105754.941522
  nChanged 98
		SP:Iteration 39Q (8990.530000 sec): 3 clusters
  Score: Raw -1108759.926293 + Penalty 2968.444468 = -1105791.481824
  nChanged 81
		SP:Iteration 40F (8990.550000 sec): 3 clusters
  Score: Raw -1108790.978876 + Penalty 2968.444468 = -1105822.534408
  nChanged 75
		SP:Iteration 41Q (8990.570000 sec): 3 clusters
  Score: Raw -1108819.489596 + Penalty 2968.444468 = -1105851.045128
  nChanged 63
		SP:Iteration 42Q (8990.590000 sec): 3 clusters
  Score: Raw -1108842.135837 + Penalty 2968.444468 = -1105873.691369
  nChanged 59
		SP:Iteration 43Q (8990.610000 sec): 3 clusters
  Score: Raw -1108865.739840 + Penalty 2968.444468 = -1105897.295372
  nChanged 46
		SP:Iteration 44Q (8990.630000 sec): 3 clusters
  Score: Raw -1108879.377588 + Penalty 2968.444468 = -1105910.933120
  nChanged 40
		SP:Iteration 45Q (8990.650000 sec): 3 clusters
  Score: Raw -1108895.186785 + Penalty 2968.444468 = -1105926.742316
  nChanged 46
		SP:Iteration 46Q (8990.670000 sec): 3 clusters
  Score: Raw -1108910.216777 + Penalty 2968.444468 = -1105941.772309
  nChanged 38
		SP:Iteration 47Q (8990.690000 sec): 3 clusters
  Score: Raw -1108921.302432 + Penalty 2968.444468 = -1105952.857964
  nChanged 30
		SP:Iteration 48Q (8990.710000 sec): 3 clusters
  Score: Raw -1108931.234279 + Penalty 2968.444468 = -1105962.789811
  nChanged 27
		SP:Iteration 49Q (8990.730000 sec): 3 clusters
  Score: Raw -1108938.345958 + Penalty 2968.444468 = -1105969.901489
  nChanged 19
		SP:Iteration 50Q (8990.750000 sec): 3 clusters
  Score: Raw -1108944.495093 + Penalty 2968.444468 = -1105976.050625
  nChanged 23
		SP:Iteration 51Q (8990.770000 sec): 3 clusters
  Score: Raw -1108950.211513 + Penalty 2968.444468 = -1105981.767045
  nChanged 16
		SP:Iteration 52Q (8990.790000 sec): 3 clusters
  Score: Raw -1108953.695293 + Penalty 2968.444468 = -1105985.250824
  nChanged 13
		SP:Iteration 53Q (8990.810000 sec): 3 clusters
  Score: Raw -1108956.950092 + Penalty 2968.444468 = -1105988.505624
  nChanged 19
		SP:Iteration 54Q (8990.830000 sec): 3 clusters
  Score: Raw -1108962.312311 + Penalty 2968.444468 = -1105993.867843
  nChanged 18
		SP:Iteration 55Q (8990.850000 sec): 3 clusters
  Score: Raw -1108967.032903 + Penalty 2968.444468 = -1105998.588435
  nChanged 10
		SP:Iteration 56Q (8990.870000 sec): 3 clusters
  Score: Raw -1108970.965437 + Penalty 2968.444468 = -1106002.520969
  nChanged 17
		SP:Iteration 57Q (8990.890000 sec): 3 clusters
  Score: Raw -1108975.941207 + Penalty 2968.444468 = -1106007.496739
  nChanged 12
		SP:Iteration 58Q (8990.910000 sec): 3 clusters
  Score: Raw -1108979.304923 + Penalty 2968.444468 = -1106010.860455
  nChanged 11
		SP:Iteration 59Q (8990.930000 sec): 3 clusters
  Score: Raw -1108981.710527 + Penalty 2968.444468 = -1106013.266058
  nChanged 5
		SP:Iteration 60F (8990.950000 sec): 3 clusters
  Score: Raw -1108982.655050 + Penalty 2968.444468 = -1106014.210582
  nChanged 3
		SP:Iteration 61Q (8990.970000 sec): 3 clusters
  Score: Raw -1108982.927616 + Penalty 2968.444468 = -1106014.483148
  nChanged 4
		SP:Iteration 62Q (8990.990000 sec): 3 clusters
  Score: Raw -1108983.256610 + Penalty 2968.444468 = -1106014.812142
  nChanged 3
		SP:Iteration 63Q (8991.010000 sec): 3 clusters
  Score: Raw -1108983.975750 + Penalty 2968.444468 = -1106015.531281
  nChanged 3
		SP:Iteration 64Q (8991.030000 sec): 3 clusters
  Score: Raw -1108984.677236 + Penalty 2968.444468 = -1106016.232767
  nChanged 3
		SP:Iteration 65Q (8991.040000 sec): 3 clusters
  Score: Raw -1108985.214290 + Penalty 2968.444468 = -1106016.769821
  nChanged 4
		SP:Iteration 66Q (8991.060000 sec): 3 clusters
  Score: Raw -1108985.890278 + Penalty 2968.444468 = -1106017.445809
  nChanged 3
		SP:Iteration 67Q (8991.080000 sec): 3 clusters
  Score: Raw -1108986.469016 + Penalty 2968.444468 = -1106018.024548
  nChanged 1
		SP:Iteration 68Q (8991.100000 sec): 3 clusters
  Score: Raw -1108986.684668 + Penalty 2968.444468 = -1106018.240200
  nChanged 2
		SP:Iteration 69Q (8991.120000 sec): 3 clusters
  Score: Raw -1108986.999607 + Penalty 2968.444468 = -1106018.555139
  nChanged 1
		SP:Iteration 70Q (8991.140000 sec): 3 clusters
  Score: Raw -1108987.069656 + Penalty 2968.444468 = -1106018.625187
  nChanged 2
		SP:Iteration 71Q (8991.160000 sec): 3 clusters
  Score: Raw -1108987.320604 + Penalty 2968.444468 = -1106018.876135
  nChanged 2
		SP:Iteration 72Q (8991.180000 sec): 3 clusters
  Score: Raw -1108987.535742 + Penalty 2968.444468 = -1106019.091274
  nChanged 3
		SP:Iteration 73Q (8991.200000 sec): 3 clusters
  Score: Raw -1108987.797226 + Penalty 2968.444468 = -1106019.352757
  nChanged 2
		SP:Iteration 74Q (8991.210000 sec): 3 clusters
  Score: Raw -1108988.032332 + Penalty 2968.444468 = -1106019.587864
  nChanged 4
		SP:Iteration 75Q (8991.230000 sec): 3 clusters
  Score: Raw -1108988.674065 + Penalty 2968.444468 = -1106020.229597
  nChanged 3
		SP:Iteration 76Q (8991.250000 sec): 3 clusters
  Score: Raw -1108989.039531 + Penalty 2968.444468 = -1106020.595063
  nChanged 5
		SP:Iteration 77Q (8991.270000 sec): 3 clusters
  Score: Raw -1108989.607746 + Penalty 2968.444468 = -1106021.163277
  nChanged 2
		SP:Iteration 78Q (8991.290000 sec): 3 clusters
  Score: Raw -1108989.898481 + Penalty 2968.444468 = -1106021.454013
  nChanged 5
		SP:Iteration 79Q (8991.310000 sec): 3 clusters
  Score: Raw -1108990.518054 + Penalty 2968.444468 = -1106022.073585
  nChanged 2
		SP:Iteration 80F (8991.330000 sec): 3 clusters
  Score: Raw -1108990.808127 + Penalty 2968.444468 = -1106022.363659
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 3 (8116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8991.370000 sec): 2 clusters
  Score: Raw -941213.714002 + Penalty 1462.758814 = -939750.955188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8991.390000 sec): 3 clusters
  Score: Raw -936688.786304 + Penalty 2925.517628 = -933763.268676
  nChanged 3428
		SP:Iteration 1F (8991.410000 sec): 3 clusters
  Score: Raw -938440.426592 + Penalty 2925.517628 = -935514.908965
  nChanged 493
		SP:Iteration 2F (8991.430000 sec): 3 clusters
  Score: Raw -938625.710211 + Penalty 2925.517628 = -935700.192583
  nChanged 360
		SP:Iteration 3Q (8991.450000 sec): 3 clusters
  Score: Raw -938745.686079 + Penalty 2925.517628 = -935820.168451
  nChanged 255
		SP:Iteration 4Q (8991.470000 sec): 3 clusters
  Score: Raw -938814.146631 + Penalty 2925.517628 = -935888.629003
  nChanged 195
		SP:Iteration 5Q (8991.490000 sec): 3 clusters
  Score: Raw -938862.455107 + Penalty 2925.517628 = -935936.937479
  nChanged 164
		SP:Iteration 6Q (8991.510000 sec): 3 clusters
  Score: Raw -938900.992198 + Penalty 2925.517628 = -935975.474570
  nChanged 143
		SP:Iteration 7Q (8991.530000 sec): 3 clusters
  Score: Raw -938934.051125 + Penalty 2925.517628 = -936008.533497
  nChanged 145
		SP:Iteration 8Q (8991.550000 sec): 3 clusters
  Score: Raw -938970.115036 + Penalty 2925.517628 = -936044.597408
  nChanged 144
		SP:Iteration 9Q (8991.570000 sec): 3 clusters
  Score: Raw -939011.606114 + Penalty 2925.517628 = -936086.088486
  nChanged 147
		SP:Iteration 10Q (8991.600000 sec): 3 clusters
  Score: Raw -939050.946693 + Penalty 2925.517628 = -936125.429065
  nChanged 168
		SP:Iteration 11Q (8991.620000 sec): 3 clusters
  Score: Raw -939102.555829 + Penalty 2925.517628 = -936177.038202
  nChanged 204
		SP:Iteration 12Q (8991.640000 sec): 3 clusters
  Score: Raw -939180.403303 + Penalty 2925.517628 = -936254.885675
  nChanged 240
		SP:Iteration 13Q (8991.660000 sec): 3 clusters
  Score: Raw -939278.056696 + Penalty 2925.517628 = -936352.539069
  nChanged 261
		SP:Iteration 14Q (8991.680000 sec): 3 clusters
  Score: Raw -939396.700238 + Penalty 2925.517628 = -936471.182611
  nChanged 335
		SP:Iteration 15Q (8991.700000 sec): 3 clusters
  Score: Raw -939560.058063 + Penalty 2925.517628 = -936634.540435
  nChanged 366
		SP:Iteration 16Q (8991.720000 sec): 3 clusters
  Score: Raw -939754.750121 + Penalty 2925.517628 = -936829.232493
  nChanged 365
		SP:Iteration 17Q (8991.740000 sec): 3 clusters
  Score: Raw -939963.121575 + Penalty 2925.517628 = -937037.603947
  nChanged 368
		SP:Iteration 18Q (8991.760000 sec): 3 clusters
  Score: Raw -940201.716215 + Penalty 2925.517628 = -937276.198588
  nChanged 365
		SP:Iteration 19Q (8991.780000 sec): 3 clusters
  Score: Raw -940447.382148 + Penalty 2925.517628 = -937521.864520
  nChanged 336
		SP:Iteration 20F (8991.800000 sec): 3 clusters
  Score: Raw -940672.942528 + Penalty 2925.517628 = -937747.424900
  nChanged 272
		SP:Iteration 21Q (8991.820000 sec): 3 clusters
  Score: Raw -940864.759538 + Penalty 2925.517628 = -937939.241910
  nChanged 201
		SP:Iteration 22Q (8991.840000 sec): 3 clusters
  Score: Raw -940996.424735 + Penalty 2925.517628 = -938070.907107
  nChanged 154
		SP:Iteration 23Q (8991.860000 sec): 3 clusters
  Score: Raw -941092.683492 + Penalty 2925.517628 = -938167.165864
  nChanged 114
		SP:Iteration 24Q (8991.880000 sec): 3 clusters
  Score: Raw -941171.059635 + Penalty 2925.517628 = -938245.542007
  nChanged 86
		SP:Iteration 25Q (8991.900000 sec): 3 clusters
  Score: Raw -941231.224781 + Penalty 2925.517628 = -938305.707154
  nChanged 66
		SP:Iteration 26Q (8991.910000 sec): 3 clusters
  Score: Raw -941274.194322 + Penalty 2925.517628 = -938348.676694
  nChanged 50
		SP:Iteration 27Q (8991.930000 sec): 3 clusters
  Score: Raw -941310.876575 + Penalty 2925.517628 = -938385.358947
  nChanged 44
		SP:Iteration 28Q (8991.950000 sec): 3 clusters
  Score: Raw -941344.896525 + Penalty 2925.517628 = -938419.378897
  nChanged 29
		SP:Iteration 29Q (8991.970000 sec): 3 clusters
  Score: Raw -941368.997769 + Penalty 2925.517628 = -938443.480141
  nChanged 27
		SP:Iteration 30Q (8991.990000 sec): 3 clusters
  Score: Raw -941387.497140 + Penalty 2925.517628 = -938461.979513
  nChanged 23
		SP:Iteration 31Q (8992.000000 sec): 3 clusters
  Score: Raw -941403.601953 + Penalty 2925.517628 = -938478.084325
  nChanged 14
		SP:Iteration 32Q (8992.020000 sec): 3 clusters
  Score: Raw -941416.507064 + Penalty 2925.517628 = -938490.989436
  nChanged 15
		SP:Iteration 33Q (8992.040000 sec): 3 clusters
  Score: Raw -941427.023838 + Penalty 2925.517628 = -938501.506211
  nChanged 8
		SP:Iteration 34Q (8992.050000 sec): 3 clusters
  Score: Raw -941435.031345 + Penalty 2925.517628 = -938509.513717
  nChanged 4
		SP:Iteration 35Q (8992.070000 sec): 3 clusters
  Score: Raw -941438.562699 + Penalty 2925.517628 = -938513.045071
  nChanged 2
		SP:Iteration 36Q (8992.090000 sec): 3 clusters
  Score: Raw -941440.597897 + Penalty 2925.517628 = -938515.080269
  nChanged 1
		SP:Iteration 37Q (8992.100000 sec): 3 clusters
  Score: Raw -941441.279633 + Penalty 2925.517628 = -938515.762005
  nChanged 1
		SP:Iteration 38Q (8992.120000 sec): 3 clusters
  Score: Raw -941441.973765 + Penalty 2925.517628 = -938516.456138
  nChanged 0
		SP:Iteration 39F (8992.140000 sec): 3 clusters
  Score: Raw -941441.973765 + Penalty 2925.517628 = -938516.456138
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 4 (42033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8992.300000 sec): 2 clusters
  Score: Raw -4812031.375360 + Penalty 1730.009174 = -4810301.366186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8992.420000 sec): 3 clusters
  Score: Raw -4785749.743046 + Penalty 3460.018348 = -4782289.724697
  nChanged 19497
		SP:Iteration 1F (8992.530000 sec): 3 clusters
  Score: Raw -4796621.815365 + Penalty 3460.018348 = -4793161.797016
  nChanged 1857
		SP:Iteration 2Q (8992.640000 sec): 3 clusters
  Score: Raw -4797167.949202 + Penalty 3460.018348 = -4793707.930854
  nChanged 1833
		SP:Iteration 3Q (8992.760000 sec): 3 clusters
  Score: Raw -4797782.864936 + Penalty 3460.018348 = -4794322.846587
  nChanged 1961
		SP:Iteration 4Q (8992.870000 sec): 3 clusters
  Score: Raw -4798552.900288 + Penalty 3460.018348 = -4795092.881940
  nChanged 2237
		SP:Iteration 5F (8992.980000 sec): 3 clusters
  Score: Raw -4799575.795843 + Penalty 3460.018348 = -4796115.777494
  nChanged 2512
		SP:Iteration 6F (8993.090000 sec): 3 clusters
  Score: Raw -4800971.492260 + Penalty 3460.018348 = -4797511.473911
  nChanged 2743
		SP:Iteration 7F (8993.210000 sec): 3 clusters
  Score: Raw -4802841.331308 + Penalty 3460.018348 = -4799381.312960
  nChanged 2883
		SP:Iteration 8F (8993.320000 sec): 3 clusters
  Score: Raw -4805157.262851 + Penalty 3460.018348 = -4801697.244503
  nChanged 2680
		SP:Iteration 9F (8993.430000 sec): 3 clusters
  Score: Raw -4807557.878849 + Penalty 3460.018348 = -4804097.860500
  nChanged 2128
		SP:Iteration 10F (8993.540000 sec): 3 clusters
  Score: Raw -4809576.779741 + Penalty 3460.018348 = -4806116.761393
  nChanged 1326
		SP:Iteration 11Q (8993.650000 sec): 3 clusters
  Score: Raw -4810871.919759 + Penalty 3460.018348 = -4807411.901410
  nChanged 719
		SP:Iteration 12Q (8993.740000 sec): 3 clusters
  Score: Raw -4811612.077565 + Penalty 3460.018348 = -4808152.059216
  nChanged 416
		SP:Iteration 13Q (8993.830000 sec): 3 clusters
  Score: Raw -4812039.286398 + Penalty 3460.018348 = -4808579.268050
  nChanged 237
		SP:Iteration 14Q (8993.910000 sec): 3 clusters
  Score: Raw -4812246.298267 + Penalty 3460.018348 = -4808786.279919
  nChanged 153
		SP:Iteration 15Q (8993.990000 sec): 3 clusters
  Score: Raw -4812342.659954 + Penalty 3460.018348 = -4808882.641606
  nChanged 101
		SP:Iteration 16Q (8994.070000 sec): 3 clusters
  Score: Raw -4812399.286795 + Penalty 3460.018348 = -4808939.268447
  nChanged 64
		SP:Iteration 17Q (8994.150000 sec): 3 clusters
  Score: Raw -4812435.860560 + Penalty 3460.018348 = -4808975.842211
  nChanged 49
		SP:Iteration 18Q (8994.230000 sec): 3 clusters
  Score: Raw -4812465.425940 + Penalty 3460.018348 = -4809005.407591
  nChanged 53
		SP:Iteration 19Q (8994.310000 sec): 3 clusters
  Score: Raw -4812499.491927 + Penalty 3460.018348 = -4809039.473579
  nChanged 51
		SP:Iteration 20F (8994.430000 sec): 3 clusters
  Score: Raw -4812528.570693 + Penalty 3460.018348 = -4809068.552345
  nChanged 35
		SP:Iteration 21Q (8994.510000 sec): 3 clusters
  Score: Raw -4812547.799306 + Penalty 3460.018348 = -4809087.780958
  nChanged 28
		SP:Iteration 22Q (8994.590000 sec): 3 clusters
  Score: Raw -4812565.689255 + Penalty 3460.018348 = -4809105.670907
  nChanged 27
		SP:Iteration 23Q (8994.670000 sec): 3 clusters
  Score: Raw -4812582.700818 + Penalty 3460.018348 = -4809122.682470
  nChanged 25
		SP:Iteration 24Q (8994.750000 sec): 3 clusters
  Score: Raw -4812593.881765 + Penalty 3460.018348 = -4809133.863417
  nChanged 18
		SP:Iteration 25Q (8994.820000 sec): 3 clusters
  Score: Raw -4812603.191015 + Penalty 3460.018348 = -4809143.172667
  nChanged 13
		SP:Iteration 26Q (8994.900000 sec): 3 clusters
  Score: Raw -4812608.679016 + Penalty 3460.018348 = -4809148.660667
  nChanged 13
		SP:Iteration 27Q (8994.980000 sec): 3 clusters
  Score: Raw -4812613.810434 + Penalty 3460.018348 = -4809153.792085
  nChanged 9
		SP:Iteration 28Q (8995.060000 sec): 3 clusters
  Score: Raw -4812617.863847 + Penalty 3460.018348 = -4809157.845499
  nChanged 12
		SP:Iteration 29Q (8995.140000 sec): 3 clusters
  Score: Raw -4812623.284482 + Penalty 3460.018348 = -4809163.266134
  nChanged 7
		SP:Iteration 30Q (8995.210000 sec): 3 clusters
  Score: Raw -4812625.572273 + Penalty 3460.018348 = -4809165.553924
  nChanged 8
		SP:Iteration 31Q (8995.290000 sec): 3 clusters
  Score: Raw -4812627.253844 + Penalty 3460.018348 = -4809167.235495
  nChanged 3
		SP:Iteration 32Q (8995.370000 sec): 3 clusters
  Score: Raw -4812628.706252 + Penalty 3460.018348 = -4809168.687903
  nChanged 5
		SP:Iteration 33Q (8995.450000 sec): 3 clusters
  Score: Raw -4812631.649167 + Penalty 3460.018348 = -4809171.630819
  nChanged 3
		SP:Iteration 34Q (8995.530000 sec): 3 clusters
  Score: Raw -4812633.162304 + Penalty 3460.018348 = -4809173.143955
  nChanged 3
		SP:Iteration 35Q (8995.600000 sec): 3 clusters
  Score: Raw -4812633.933735 + Penalty 3460.018348 = -4809173.915386
  nChanged 2
		SP:Iteration 36Q (8995.680000 sec): 3 clusters
  Score: Raw -4812634.505957 + Penalty 3460.018348 = -4809174.487609
  nChanged 1
		SP:Iteration 37Q (8995.760000 sec): 3 clusters
  Score: Raw -4812634.851308 + Penalty 3460.018348 = -4809174.832960
  nChanged 0
		SP:Iteration 38F (8995.870000 sec): 3 clusters
  Score: Raw -4812634.851308 + Penalty 3460.018348 = -4809174.832960
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 5 (110602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8996.280000 sec): 2 clusters
  Score: Raw -13058282.956273 + Penalty 1887.225186 = -13056395.731088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8996.580000 sec): 3 clusters
  Score: Raw -12986098.869668 + Penalty 3774.450372 = -12982324.419296
  nChanged 53080
		SP:Iteration 1F (8996.870000 sec): 3 clusters
  Score: Raw -13016968.130219 + Penalty 3774.450372 = -13013193.679847
  nChanged 4202
		SP:Iteration 2Q (8997.180000 sec): 3 clusters
  Score: Raw -13018274.497676 + Penalty 3774.450372 = -13014500.047305
  nChanged 4876
		SP:Iteration 3Q (8997.480000 sec): 3 clusters
  Score: Raw -13020182.511939 + Penalty 3774.450372 = -13016408.061568
  nChanged 5881
		SP:Iteration 4F (8997.770000 sec): 3 clusters
  Score: Raw -13023042.421406 + Penalty 3774.450372 = -13019267.971035
  nChanged 6932
		SP:Iteration 5F (8998.060000 sec): 3 clusters
  Score: Raw -13026871.673007 + Penalty 3774.450372 = -13023097.222635
  nChanged 7490
		SP:Iteration 6F (8998.360000 sec): 3 clusters
  Score: Raw -13031162.833602 + Penalty 3774.450372 = -13027388.383231
  nChanged 7301
		SP:Iteration 7F (8998.650000 sec): 3 clusters
  Score: Raw -13035262.054226 + Penalty 3774.450372 = -13031487.603855
  nChanged 6392
		SP:Iteration 8F (8998.940000 sec): 3 clusters
  Score: Raw -13038780.740718 + Penalty 3774.450372 = -13035006.290347
  nChanged 5280
		SP:Iteration 9Q (8999.240000 sec): 3 clusters
  Score: Raw -13041593.699583 + Penalty 3774.450372 = -13037819.249212
  nChanged 4423
		SP:Iteration 10Q (8999.540000 sec): 3 clusters
  Score: Raw -13044162.600049 + Penalty 3774.450372 = -13040388.149677
  nChanged 3950
		SP:Iteration 11Q (8999.840000 sec): 3 clusters
  Score: Raw -13046759.351662 + Penalty 3774.450372 = -13042984.901290
  nChanged 3568
		SP:Iteration 12Q (9000.140000 sec): 3 clusters
  Score: Raw -13049407.467445 + Penalty 3774.450372 = -13045633.017073
  nChanged 3082
		SP:Iteration 13Q (9000.420000 sec): 3 clusters
  Score: Raw -13051803.936587 + Penalty 3774.450372 = -13048029.486216
  nChanged 2427
		SP:Iteration 14Q (9000.690000 sec): 3 clusters
  Score: Raw -13053626.941142 + Penalty 3774.450372 = -13049852.490770
  nChanged 1810
		SP:Iteration 15Q (9000.950000 sec): 3 clusters
  Score: Raw -13054826.672547 + Penalty 3774.450372 = -13051052.222175
  nChanged 1390
		SP:Iteration 16Q (9001.200000 sec): 3 clusters
  Score: Raw -13055618.652757 + Penalty 3774.450372 = -13051844.202386
  nChanged 1104
		SP:Iteration 17Q (9001.440000 sec): 3 clusters
  Score: Raw -13056175.228372 + Penalty 3774.450372 = -13052400.778000
  nChanged 950
		SP:Iteration 18Q (9001.680000 sec): 3 clusters
  Score: Raw -13056613.104143 + Penalty 3774.450372 = -13052838.653772
  nChanged 804
		SP:Iteration 19Q (9001.910000 sec): 3 clusters
  Score: Raw -13056981.392845 + Penalty 3774.450372 = -13053206.942474
  nChanged 672
		SP:Iteration 20F (9002.200000 sec): 3 clusters
  Score: Raw -13057262.782708 + Penalty 3774.450372 = -13053488.332337
  nChanged 556
		SP:Iteration 21Q (9002.420000 sec): 3 clusters
  Score: Raw -13057480.118315 + Penalty 3774.450372 = -13053705.667943
  nChanged 504
		SP:Iteration 22Q (9002.640000 sec): 3 clusters
  Score: Raw -13057676.706722 + Penalty 3774.450372 = -13053902.256351
  nChanged 469
		SP:Iteration 23Q (9002.860000 sec): 3 clusters
  Score: Raw -13057855.674739 + Penalty 3774.450372 = -13054081.224368
  nChanged 404
		SP:Iteration 24Q (9003.080000 sec): 3 clusters
  Score: Raw -13058003.718487 + Penalty 3774.450372 = -13054229.268115
  nChanged 363
		SP:Iteration 25Q (9003.300000 sec): 3 clusters
  Score: Raw -13058133.641502 + Penalty 3774.450372 = -13054359.191131
  nChanged 315
		SP:Iteration 26Q (9003.520000 sec): 3 clusters
  Score: Raw -13058241.885835 + Penalty 3774.450372 = -13054467.435463
  nChanged 271
		SP:Iteration 27Q (9003.730000 sec): 3 clusters
  Score: Raw -13058325.708677 + Penalty 3774.450372 = -13054551.258305
  nChanged 235
		SP:Iteration 28Q (9003.940000 sec): 3 clusters
  Score: Raw -13058390.286561 + Penalty 3774.450372 = -13054615.836190
  nChanged 180
		SP:Iteration 29Q (9004.150000 sec): 3 clusters
  Score: Raw -13058441.455699 + Penalty 3774.450372 = -13054667.005328
  nChanged 143
		SP:Iteration 30Q (9004.370000 sec): 3 clusters
  Score: Raw -13058481.401757 + Penalty 3774.450372 = -13054706.951385
  nChanged 120
		SP:Iteration 31Q (9004.580000 sec): 3 clusters
  Score: Raw -13058514.673449 + Penalty 3774.450372 = -13054740.223078
  nChanged 128
		SP:Iteration 32Q (9004.790000 sec): 3 clusters
  Score: Raw -13058548.816142 + Penalty 3774.450372 = -13054774.365770
  nChanged 105
		SP:Iteration 33Q (9005.000000 sec): 3 clusters
  Score: Raw -13058573.306977 + Penalty 3774.450372 = -13054798.856606
  nChanged 86
		SP:Iteration 34Q (9005.210000 sec): 3 clusters
  Score: Raw -13058592.775552 + Penalty 3774.450372 = -13054818.325181
  nChanged 75
		SP:Iteration 35Q (9005.420000 sec): 3 clusters
  Score: Raw -13058610.703335 + Penalty 3774.450372 = -13054836.252964
  nChanged 62
		SP:Iteration 36Q (9005.630000 sec): 3 clusters
  Score: Raw -13058623.803521 + Penalty 3774.450372 = -13054849.353150
  nChanged 52
		SP:Iteration 37Q (9005.840000 sec): 3 clusters
  Score: Raw -13058636.029822 + Penalty 3774.450372 = -13054861.579451
  nChanged 51
		SP:Iteration 38Q (9006.050000 sec): 3 clusters
  Score: Raw -13058647.917957 + Penalty 3774.450372 = -13054873.467586
  nChanged 45
		SP:Iteration 39Q (9006.260000 sec): 3 clusters
  Score: Raw -13058658.194752 + Penalty 3774.450372 = -13054883.744380
  nChanged 45
		SP:Iteration 40F (9006.550000 sec): 3 clusters
  Score: Raw -13058668.088472 + Penalty 3774.450372 = -13054893.638100
  nChanged 35
		SP:Iteration 41Q (9006.760000 sec): 3 clusters
  Score: Raw -13058674.935033 + Penalty 3774.450372 = -13054900.484661
  nChanged 28
		SP:Iteration 42Q (9006.970000 sec): 3 clusters
  Score: Raw -13058679.453794 + Penalty 3774.450372 = -13054905.003422
  nChanged 15
		SP:Iteration 43Q (9007.180000 sec): 3 clusters
  Score: Raw -13058682.491101 + Penalty 3774.450372 = -13054908.040729
  nChanged 20
		SP:Iteration 44Q (9007.390000 sec): 3 clusters
  Score: Raw -13058686.013724 + Penalty 3774.450372 = -13054911.563353
  nChanged 17
		SP:Iteration 45Q (9007.600000 sec): 3 clusters
  Score: Raw -13058689.148550 + Penalty 3774.450372 = -13054914.698178
  nChanged 20
		SP:Iteration 46Q (9007.810000 sec): 3 clusters
  Score: Raw -13058691.979667 + Penalty 3774.450372 = -13054917.529295
  nChanged 18
		SP:Iteration 47Q (9008.020000 sec): 3 clusters
  Score: Raw -13058694.758339 + Penalty 3774.450372 = -13054920.307968
  nChanged 16
		SP:Iteration 48Q (9008.230000 sec): 3 clusters
  Score: Raw -13058696.704174 + Penalty 3774.450372 = -13054922.253803
  nChanged 8
		SP:Iteration 49Q (9008.430000 sec): 3 clusters
  Score: Raw -13058698.015689 + Penalty 3774.450372 = -13054923.565317
  nChanged 9
		SP:Iteration 50Q (9008.640000 sec): 3 clusters
  Score: Raw -13058699.361852 + Penalty 3774.450372 = -13054924.911480
  nChanged 14
		SP:Iteration 51Q (9008.850000 sec): 3 clusters
  Score: Raw -13058701.365265 + Penalty 3774.450372 = -13054926.914893
  nChanged 13
		SP:Iteration 52Q (9009.060000 sec): 3 clusters
  Score: Raw -13058703.526770 + Penalty 3774.450372 = -13054929.076398
  nChanged 8
		SP:Iteration 53Q (9009.270000 sec): 3 clusters
  Score: Raw -13058704.674243 + Penalty 3774.450372 = -13054930.223871
  nChanged 9
		SP:Iteration 54Q (9009.480000 sec): 3 clusters
  Score: Raw -13058706.108937 + Penalty 3774.450372 = -13054931.658565
  nChanged 5
		SP:Iteration 55Q (9009.700000 sec): 3 clusters
  Score: Raw -13058706.899359 + Penalty 3774.450372 = -13054932.448988
  nChanged 5
		SP:Iteration 56Q (9009.910000 sec): 3 clusters
  Score: Raw -13058707.455518 + Penalty 3774.450372 = -13054933.005146
  nChanged 2
		SP:Iteration 57Q (9010.110000 sec): 3 clusters
  Score: Raw -13058707.585684 + Penalty 3774.450372 = -13054933.135312
  nChanged 0
		SP:Iteration 58F (9010.400000 sec): 3 clusters
  Score: Raw -13058707.585684 + Penalty 3774.450372 = -13054933.135312
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 6 (104715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9010.670000 sec): 2 clusters
  Score: Raw -12000899.159765 + Penalty 1878.337119 = -11999020.822646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9010.950000 sec): 3 clusters
  Score: Raw -11932568.828182 + Penalty 3756.674237 = -11928812.153944
  nChanged 50265
		SP:Iteration 1F (9011.230000 sec): 3 clusters
  Score: Raw -11961759.048558 + Penalty 3756.674237 = -11958002.374321
  nChanged 4017
		SP:Iteration 2Q (9011.510000 sec): 3 clusters
  Score: Raw -11963099.281142 + Penalty 3756.674237 = -11959342.606904
  nChanged 5077
		SP:Iteration 3Q (9011.790000 sec): 3 clusters
  Score: Raw -11965294.617974 + Penalty 3756.674237 = -11961537.943736
  nChanged 6373
		SP:Iteration 4F (9012.070000 sec): 3 clusters
  Score: Raw -11968828.183542 + Penalty 3756.674237 = -11965071.509305
  nChanged 7613
		SP:Iteration 5F (9012.340000 sec): 3 clusters
  Score: Raw -11973970.272326 + Penalty 3756.674237 = -11970213.598089
  nChanged 8298
		SP:Iteration 6F (9012.610000 sec): 3 clusters
  Score: Raw -11980379.772371 + Penalty 3756.674237 = -11976623.098134
  nChanged 7788
		SP:Iteration 7F (9012.890000 sec): 3 clusters
  Score: Raw -11986604.645916 + Penalty 3756.674237 = -11982847.971679
  nChanged 6315
		SP:Iteration 8F (9013.170000 sec): 3 clusters
  Score: Raw -11991684.434497 + Penalty 3756.674237 = -11987927.760259
  nChanged 4654
		SP:Iteration 9Q (9013.450000 sec): 3 clusters
  Score: Raw -11995462.406112 + Penalty 3756.674237 = -11991705.731875
  nChanged 3231
		SP:Iteration 10Q (9013.720000 sec): 3 clusters
  Score: Raw -11998093.996852 + Penalty 3756.674237 = -11994337.322614
  nChanged 1882
		SP:Iteration 11Q (9013.970000 sec): 3 clusters
  Score: Raw -11999629.157899 + Penalty 3756.674237 = -11995872.483661
  nChanged 998
		SP:Iteration 12Q (9014.210000 sec): 3 clusters
  Score: Raw -12000463.826139 + Penalty 3756.674237 = -11996707.151902
  nChanged 454
		SP:Iteration 13Q (9014.430000 sec): 3 clusters
  Score: Raw -12000819.770668 + Penalty 3756.674237 = -11997063.096431
  nChanged 217
		SP:Iteration 14Q (9014.630000 sec): 3 clusters
  Score: Raw -12000989.727307 + Penalty 3756.674237 = -11997233.053070
  nChanged 121
		SP:Iteration 15Q (9014.830000 sec): 3 clusters
  Score: Raw -12001072.645628 + Penalty 3756.674237 = -11997315.971390
  nChanged 84
		SP:Iteration 16Q (9015.030000 sec): 3 clusters
  Score: Raw -12001133.734425 + Penalty 3756.674237 = -11997377.060188
  nChanged 61
		SP:Iteration 17Q (9015.220000 sec): 3 clusters
  Score: Raw -12001180.950958 + Penalty 3756.674237 = -11997424.276720
  nChanged 52
		SP:Iteration 18Q (9015.420000 sec): 3 clusters
  Score: Raw -12001215.874025 + Penalty 3756.674237 = -11997459.199787
  nChanged 34
		SP:Iteration 19Q (9015.610000 sec): 3 clusters
  Score: Raw -12001235.700802 + Penalty 3756.674237 = -11997479.026565
  nChanged 15
		SP:Iteration 20F (9015.890000 sec): 3 clusters
  Score: Raw -12001241.956015 + Penalty 3756.674237 = -11997485.281778
  nChanged 12
		SP:Iteration 21Q (9016.080000 sec): 3 clusters
  Score: Raw -12001249.265797 + Penalty 3756.674237 = -11997492.591560
  nChanged 12
		SP:Iteration 22Q (9016.270000 sec): 3 clusters
  Score: Raw -12001254.820057 + Penalty 3756.674237 = -11997498.145820
  nChanged 9
		SP:Iteration 23Q (9016.470000 sec): 3 clusters
  Score: Raw -12001259.340569 + Penalty 3756.674237 = -11997502.666332
  nChanged 6
		SP:Iteration 24Q (9016.650000 sec): 3 clusters
  Score: Raw -12001262.667462 + Penalty 3756.674237 = -11997505.993225
  nChanged 6
		SP:Iteration 25Q (9016.850000 sec): 3 clusters
  Score: Raw -12001264.736986 + Penalty 3756.674237 = -11997508.062749
  nChanged 3
		SP:Iteration 26Q (9017.040000 sec): 3 clusters
  Score: Raw -12001266.132127 + Penalty 3756.674237 = -11997509.457889
  nChanged 1
		SP:Iteration 27Q (9017.230000 sec): 3 clusters
  Score: Raw -12001266.718538 + Penalty 3756.674237 = -11997510.044301
  nChanged 1
		SP:Iteration 28Q (9017.430000 sec): 3 clusters
  Score: Raw -12001267.224107 + Penalty 3756.674237 = -11997510.549869
  nChanged 3
		SP:Iteration 29Q (9017.620000 sec): 3 clusters
  Score: Raw -12001268.928096 + Penalty 3756.674237 = -11997512.253859
  nChanged 2
		SP:Iteration 30Q (9017.820000 sec): 3 clusters
  Score: Raw -12001269.383846 + Penalty 3756.674237 = -11997512.709609
  nChanged 1
		SP:Iteration 31Q (9018.010000 sec): 3 clusters
  Score: Raw -12001270.134995 + Penalty 3756.674237 = -11997513.460758
  nChanged 2
		SP:Iteration 32Q (9018.210000 sec): 3 clusters
  Score: Raw -12001271.314916 + Penalty 3756.674237 = -11997514.640679
  nChanged 1
		SP:Iteration 33Q (9018.400000 sec): 3 clusters
  Score: Raw -12001271.599061 + Penalty 3756.674237 = -11997514.924824
  nChanged 0
		SP:Iteration 34F (9018.670000 sec): 3 clusters
  Score: Raw -12001271.599061 + Penalty 3756.674237 = -11997514.924824
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 7 (9660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9018.760000 sec): 2 clusters
  Score: Raw -1142159.157854 + Penalty 1491.059201 = -1140668.098653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9018.790000 sec): 3 clusters
  Score: Raw -1136631.391171 + Penalty 2982.118401 = -1133649.272769
  nChanged 4287
		SP:Iteration 1F (9018.810000 sec): 3 clusters
  Score: Raw -1138874.811950 + Penalty 2982.118401 = -1135892.693548
  nChanged 595
		SP:Iteration 2F (9018.830000 sec): 3 clusters
  Score: Raw -1139155.218175 + Penalty 2982.118401 = -1136173.099774
  nChanged 563
		SP:Iteration 3F (9018.850000 sec): 3 clusters
  Score: Raw -1139477.201513 + Penalty 2982.118401 = -1136495.083112
  nChanged 592
		SP:Iteration 4F (9018.880000 sec): 3 clusters
  Score: Raw -1139850.456171 + Penalty 2982.118401 = -1136868.337769
  nChanged 609
		SP:Iteration 5F (9018.900000 sec): 3 clusters
  Score: Raw -1140267.547529 + Penalty 2982.118401 = -1137285.429128
  nChanged 613
		SP:Iteration 6F (9018.930000 sec): 3 clusters
  Score: Raw -1140731.517189 + Penalty 2982.118401 = -1137749.398788
  nChanged 579
		SP:Iteration 7F (9018.950000 sec): 3 clusters
  Score: Raw -1141207.039018 + Penalty 2982.118401 = -1138224.920617
  nChanged 465
		SP:Iteration 8Q (9018.970000 sec): 3 clusters
  Score: Raw -1141623.518170 + Penalty 2982.118401 = -1138641.399769
  nChanged 351
		SP:Iteration 9Q (9019.000000 sec): 3 clusters
  Score: Raw -1141974.741364 + Penalty 2982.118401 = -1138992.622963
  nChanged 234
		SP:Iteration 10Q (9019.020000 sec): 3 clusters
  Score: Raw -1142260.239913 + Penalty 2982.118401 = -1139278.121512
  nChanged 155
		SP:Iteration 11Q (9019.040000 sec): 3 clusters
  Score: Raw -1142462.180549 + Penalty 2982.118401 = -1139480.062148
  nChanged 100
		SP:Iteration 12Q (9019.060000 sec): 3 clusters
  Score: Raw -1142560.602973 + Penalty 2982.118401 = -1139578.484571
  nChanged 82
		SP:Iteration 13Q (9019.080000 sec): 3 clusters
  Score: Raw -1142653.919173 + Penalty 2982.118401 = -1139671.800772
  nChanged 51
		SP:Iteration 14Q (9019.100000 sec): 3 clusters
  Score: Raw -1142706.990136 + Penalty 2982.118401 = -1139724.871735
  nChanged 35
		SP:Iteration 15Q (9019.120000 sec): 3 clusters
  Score: Raw -1142735.025548 + Penalty 2982.118401 = -1139752.907146
  nChanged 24
		SP:Iteration 16Q (9019.130000 sec): 3 clusters
  Score: Raw -1142748.207458 + Penalty 2982.118401 = -1139766.089056
  nChanged 19
		SP:Iteration 17Q (9019.150000 sec): 3 clusters
  Score: Raw -1142757.834462 + Penalty 2982.118401 = -1139775.716060
  nChanged 13
		SP:Iteration 18Q (9019.170000 sec): 3 clusters
  Score: Raw -1142763.645386 + Penalty 2982.118401 = -1139781.526984
  nChanged 11
		SP:Iteration 19Q (9019.190000 sec): 3 clusters
  Score: Raw -1142768.338881 + Penalty 2982.118401 = -1139786.220480
  nChanged 8
		SP:Iteration 20F (9019.210000 sec): 3 clusters
  Score: Raw -1142771.397565 + Penalty 2982.118401 = -1139789.279163
  nChanged 6
		SP:Iteration 21Q (9019.230000 sec): 3 clusters
  Score: Raw -1142773.795229 + Penalty 2982.118401 = -1139791.676827
  nChanged 4
		SP:Iteration 22Q (9019.250000 sec): 3 clusters
  Score: Raw -1142775.007869 + Penalty 2982.118401 = -1139792.889468
  nChanged 1
		SP:Iteration 23Q (9019.270000 sec): 3 clusters
  Score: Raw -1142775.643929 + Penalty 2982.118401 = -1139793.525528
  nChanged 1
		SP:Iteration 24Q (9019.280000 sec): 3 clusters
  Score: Raw -1142776.131711 + Penalty 2982.118401 = -1139794.013310
  nChanged 1
		SP:Iteration 25Q (9019.300000 sec): 3 clusters
  Score: Raw -1142776.300698 + Penalty 2982.118401 = -1139794.182297
  nChanged 0
		SP:Iteration 26F (9019.320000 sec): 3 clusters
  Score: Raw -1142776.300698 + Penalty 2982.118401 = -1139794.182297
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 8 (5084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9019.350000 sec): 2 clusters
  Score: Raw -554724.735299 + Penalty 1386.751215 = -553337.984083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9019.360000 sec): 3 clusters
  Score: Raw -552102.139685 + Penalty 2773.502431 = -549328.637254
  nChanged 2050
		SP:Iteration 1F (9019.370000 sec): 3 clusters
  Score: Raw -553371.604999 + Penalty 2773.502431 = -550598.102569
  nChanged 451
		SP:Iteration 2F (9019.390000 sec): 3 clusters
  Score: Raw -553697.812206 + Penalty 2773.502431 = -550924.309776
  nChanged 340
		SP:Iteration 3F (9019.400000 sec): 3 clusters
  Score: Raw -553948.649256 + Penalty 2773.502431 = -551175.146826
  nChanged 291
		SP:Iteration 4F (9019.410000 sec): 3 clusters
  Score: Raw -554165.068650 + Penalty 2773.502431 = -551391.566219
  nChanged 261
		SP:Iteration 5F (9019.430000 sec): 3 clusters
  Score: Raw -554333.455022 + Penalty 2773.502431 = -551559.952592
  nChanged 203
		SP:Iteration 6Q (9019.440000 sec): 3 clusters
  Score: Raw -554439.025316 + Penalty 2773.502431 = -551665.522886
  nChanged 142
		SP:Iteration 7Q (9019.450000 sec): 3 clusters
  Score: Raw -554507.289853 + Penalty 2773.502431 = -551733.787423
  nChanged 113
		SP:Iteration 8Q (9019.460000 sec): 3 clusters
  Score: Raw -554564.930248 + Penalty 2773.502431 = -551791.427817
  nChanged 103
		SP:Iteration 9Q (9019.470000 sec): 3 clusters
  Score: Raw -554607.980500 + Penalty 2773.502431 = -551834.478070
  nChanged 77
		SP:Iteration 10Q (9019.490000 sec): 3 clusters
  Score: Raw -554636.704344 + Penalty 2773.502431 = -551863.201914
  nChanged 62
		SP:Iteration 11Q (9019.500000 sec): 3 clusters
  Score: Raw -554656.733281 + Penalty 2773.502431 = -551883.230850
  nChanged 49
		SP:Iteration 12Q (9019.510000 sec): 3 clusters
  Score: Raw -554671.056832 + Penalty 2773.502431 = -551897.554401
  nChanged 48
		SP:Iteration 13Q (9019.520000 sec): 3 clusters
  Score: Raw -554691.306156 + Penalty 2773.502431 = -551917.803726
  nChanged 54
		SP:Iteration 14Q (9019.530000 sec): 3 clusters
  Score: Raw -554707.719814 + Penalty 2773.502431 = -551934.217384
  nChanged 47
		SP:Iteration 15Q (9019.540000 sec): 3 clusters
  Score: Raw -554720.773406 + Penalty 2773.502431 = -551947.270975
  nChanged 38
		SP:Iteration 16Q (9019.550000 sec): 3 clusters
  Score: Raw -554733.059744 + Penalty 2773.502431 = -551959.557314
  nChanged 39
		SP:Iteration 17Q (9019.570000 sec): 3 clusters
  Score: Raw -554746.619130 + Penalty 2773.502431 = -551973.116699
  nChanged 40
		SP:Iteration 18Q (9019.580000 sec): 3 clusters
  Score: Raw -554759.281645 + Penalty 2773.502431 = -551985.779215
  nChanged 35
		SP:Iteration 19Q (9019.590000 sec): 3 clusters
  Score: Raw -554771.021147 + Penalty 2773.502431 = -551997.518716
  nChanged 41
		SP:Iteration 20F (9019.600000 sec): 3 clusters
  Score: Raw -554788.623637 + Penalty 2773.502431 = -552015.121207
  nChanged 52
		SP:Iteration 21Q (9019.610000 sec): 3 clusters
  Score: Raw -554809.175011 + Penalty 2773.502431 = -552035.672581
  nChanged 52
		SP:Iteration 22Q (9019.630000 sec): 3 clusters
  Score: Raw -554827.981033 + Penalty 2773.502431 = -552054.478602
  nChanged 44
		SP:Iteration 23Q (9019.640000 sec): 3 clusters
  Score: Raw -554839.641358 + Penalty 2773.502431 = -552066.138927
  nChanged 34
		SP:Iteration 24Q (9019.650000 sec): 3 clusters
  Score: Raw -554848.168181 + Penalty 2773.502431 = -552074.665750
  nChanged 31
		SP:Iteration 25Q (9019.660000 sec): 3 clusters
  Score: Raw -554857.161486 + Penalty 2773.502431 = -552083.659055
  nChanged 37
		SP:Iteration 26Q (9019.670000 sec): 3 clusters
  Score: Raw -554868.304462 + Penalty 2773.502431 = -552094.802032
  nChanged 36
		SP:Iteration 27Q (9019.690000 sec): 3 clusters
  Score: Raw -554877.428128 + Penalty 2773.502431 = -552103.925697
  nChanged 26
		SP:Iteration 28Q (9019.700000 sec): 3 clusters
  Score: Raw -554887.039737 + Penalty 2773.502431 = -552113.537307
  nChanged 28
		SP:Iteration 29Q (9019.710000 sec): 3 clusters
  Score: Raw -554895.732558 + Penalty 2773.502431 = -552122.230128
  nChanged 32
		SP:Iteration 30Q (9019.720000 sec): 3 clusters
  Score: Raw -554905.809714 + Penalty 2773.502431 = -552132.307283
  nChanged 36
		SP:Iteration 31Q (9019.730000 sec): 3 clusters
  Score: Raw -554915.834291 + Penalty 2773.502431 = -552142.331860
  nChanged 26
		SP:Iteration 32Q (9019.740000 sec): 3 clusters
  Score: Raw -554923.985920 + Penalty 2773.502431 = -552150.483489
  nChanged 26
		SP:Iteration 33Q (9019.750000 sec): 3 clusters
  Score: Raw -554934.285292 + Penalty 2773.502431 = -552160.782861
  nChanged 33
		SP:Iteration 34Q (9019.770000 sec): 3 clusters
  Score: Raw -554947.303707 + Penalty 2773.502431 = -552173.801277
  nChanged 34
		SP:Iteration 35Q (9019.780000 sec): 3 clusters
  Score: Raw -554958.249213 + Penalty 2773.502431 = -552184.746782
  nChanged 22
		SP:Iteration 36Q (9019.790000 sec): 3 clusters
  Score: Raw -554962.880097 + Penalty 2773.502431 = -552189.377666
  nChanged 16
		SP:Iteration 37Q (9019.810000 sec): 3 clusters
  Score: Raw -554967.922091 + Penalty 2773.502431 = -552194.419661
  nChanged 17
		SP:Iteration 38Q (9019.820000 sec): 3 clusters
  Score: Raw -554972.589869 + Penalty 2773.502431 = -552199.087438
  nChanged 17
		SP:Iteration 39Q (9019.830000 sec): 3 clusters
  Score: Raw -554976.854792 + Penalty 2773.502431 = -552203.352362
  nChanged 16
		SP:Iteration 40F (9019.840000 sec): 3 clusters
  Score: Raw -554981.920514 + Penalty 2773.502431 = -552208.418083
  nChanged 14
		SP:Iteration 41Q (9019.850000 sec): 3 clusters
  Score: Raw -554984.957085 + Penalty 2773.502431 = -552211.454655
  nChanged 10
		SP:Iteration 42Q (9019.860000 sec): 3 clusters
  Score: Raw -554988.465570 + Penalty 2773.502431 = -552214.963139
  nChanged 9
		SP:Iteration 43Q (9019.870000 sec): 3 clusters
  Score: Raw -554991.556105 + Penalty 2773.502431 = -552218.053674
  nChanged 15
		SP:Iteration 44Q (9019.890000 sec): 3 clusters
  Score: Raw -554996.472281 + Penalty 2773.502431 = -552222.969850
  nChanged 16
		SP:Iteration 45Q (9019.900000 sec): 3 clusters
  Score: Raw -555001.680494 + Penalty 2773.502431 = -552228.178063
  nChanged 12
		SP:Iteration 46Q (9019.910000 sec): 3 clusters
  Score: Raw -555006.101711 + Penalty 2773.502431 = -552232.599280
  nChanged 16
		SP:Iteration 47Q (9019.930000 sec): 3 clusters
  Score: Raw -555011.357840 + Penalty 2773.502431 = -552237.855410
  nChanged 8
		SP:Iteration 48Q (9019.930000 sec): 3 clusters
  Score: Raw -555013.976304 + Penalty 2773.502431 = -552240.473874
  nChanged 10
		SP:Iteration 49Q (9019.950000 sec): 3 clusters
  Score: Raw -555017.562183 + Penalty 2773.502431 = -552244.059752
  nChanged 13
		SP:Iteration 50Q (9019.960000 sec): 3 clusters
  Score: Raw -555021.485658 + Penalty 2773.502431 = -552247.983227
  nChanged 14
		SP:Iteration 51Q (9019.970000 sec): 3 clusters
  Score: Raw -555024.938115 + Penalty 2773.502431 = -552251.435685
  nChanged 14
		SP:Iteration 52Q (9019.980000 sec): 3 clusters
  Score: Raw -555032.512632 + Penalty 2773.502431 = -552259.010202
  nChanged 13
		SP:Iteration 53Q (9019.990000 sec): 3 clusters
  Score: Raw -555039.431786 + Penalty 2773.502431 = -552265.929356
  nChanged 17
		SP:Iteration 54Q (9020.010000 sec): 3 clusters
  Score: Raw -555045.702706 + Penalty 2773.502431 = -552272.200276
  nChanged 17
		SP:Iteration 55Q (9020.010000 sec): 3 clusters
  Score: Raw -555053.273208 + Penalty 2773.502431 = -552279.770778
  nChanged 16
		SP:Iteration 56Q (9020.030000 sec): 3 clusters
  Score: Raw -555061.247029 + Penalty 2773.502431 = -552287.744598
  nChanged 15
		SP:Iteration 57Q (9020.040000 sec): 3 clusters
  Score: Raw -555067.229838 + Penalty 2773.502431 = -552293.727408
  nChanged 12
		SP:Iteration 58Q (9020.050000 sec): 3 clusters
  Score: Raw -555072.452634 + Penalty 2773.502431 = -552298.950204
  nChanged 12
		SP:Iteration 59Q (9020.060000 sec): 3 clusters
  Score: Raw -555075.987209 + Penalty 2773.502431 = -552302.484779
  nChanged 12
		SP:Iteration 60F (9020.070000 sec): 3 clusters
  Score: Raw -555080.029198 + Penalty 2773.502431 = -552306.526767
  nChanged 11
		SP:Iteration 61Q (9020.090000 sec): 3 clusters
  Score: Raw -555085.241375 + Penalty 2773.502431 = -552311.738945
  nChanged 10
		SP:Iteration 62Q (9020.090000 sec): 3 clusters
  Score: Raw -555088.597195 + Penalty 2773.502431 = -552315.094765
  nChanged 8
		SP:Iteration 63Q (9020.110000 sec): 3 clusters
  Score: Raw -555092.908622 + Penalty 2773.502431 = -552319.406192
  nChanged 9
		SP:Iteration 64Q (9020.120000 sec): 3 clusters
  Score: Raw -555095.861305 + Penalty 2773.502431 = -552322.358875
  nChanged 8
		SP:Iteration 65Q (9020.130000 sec): 3 clusters
  Score: Raw -555098.426207 + Penalty 2773.502431 = -552324.923777
  nChanged 6
		SP:Iteration 66Q (9020.140000 sec): 3 clusters
  Score: Raw -555099.985034 + Penalty 2773.502431 = -552326.482604
  nChanged 6
		SP:Iteration 67Q (9020.150000 sec): 3 clusters
  Score: Raw -555101.740620 + Penalty 2773.502431 = -552328.238189
  nChanged 8
		SP:Iteration 68Q (9020.170000 sec): 3 clusters
  Score: Raw -555103.355063 + Penalty 2773.502431 = -552329.852633
  nChanged 7
		SP:Iteration 69Q (9020.180000 sec): 3 clusters
  Score: Raw -555105.274953 + Penalty 2773.502431 = -552331.772522
  nChanged 5
		SP:Iteration 70Q (9020.190000 sec): 3 clusters
  Score: Raw -555106.661518 + Penalty 2773.502431 = -552333.159088
  nChanged 4
		SP:Iteration 71Q (9020.200000 sec): 3 clusters
  Score: Raw -555108.212483 + Penalty 2773.502431 = -552334.710053
  nChanged 4
		SP:Iteration 72Q (9020.210000 sec): 3 clusters
  Score: Raw -555109.795303 + Penalty 2773.502431 = -552336.292873
  nChanged 5
		SP:Iteration 73Q (9020.220000 sec): 3 clusters
  Score: Raw -555110.956283 + Penalty 2773.502431 = -552337.453853
  nChanged 3
		SP:Iteration 74Q (9020.230000 sec): 3 clusters
  Score: Raw -555111.349802 + Penalty 2773.502431 = -552337.847372
  nChanged 3
		SP:Iteration 75Q (9020.250000 sec): 3 clusters
  Score: Raw -555112.021387 + Penalty 2773.502431 = -552338.518957
  nChanged 3
		SP:Iteration 76Q (9020.250000 sec): 3 clusters
  Score: Raw -555113.056806 + Penalty 2773.502431 = -552339.554376
  nChanged 3
		SP:Iteration 77Q (9020.270000 sec): 3 clusters
  Score: Raw -555114.284753 + Penalty 2773.502431 = -552340.782323
  nChanged 2
		SP:Iteration 78Q (9020.280000 sec): 3 clusters
  Score: Raw -555115.131158 + Penalty 2773.502431 = -552341.628727
  nChanged 4
		SP:Iteration 79Q (9020.290000 sec): 3 clusters
  Score: Raw -555116.092719 + Penalty 2773.502431 = -552342.590288
  nChanged 4
		SP:Iteration 80F (9020.300000 sec): 3 clusters
  Score: Raw -555117.980441 + Penalty 2773.502431 = -552344.478010
  nChanged 4
		SP:Iteration 81Q (9020.310000 sec): 3 clusters
  Score: Raw -555119.215349 + Penalty 2773.502431 = -552345.712919
  nChanged 8
		SP:Iteration 82Q (9020.330000 sec): 3 clusters
  Score: Raw -555122.860082 + Penalty 2773.502431 = -552349.357651
  nChanged 10
		SP:Iteration 83Q (9020.330000 sec): 3 clusters
  Score: Raw -555124.937934 + Penalty 2773.502431 = -552351.435503
  nChanged 5
		SP:Iteration 84Q (9020.350000 sec): 3 clusters
  Score: Raw -555126.292806 + Penalty 2773.502431 = -552352.790376
  nChanged 5
		SP:Iteration 85Q (9020.360000 sec): 3 clusters
  Score: Raw -555128.471343 + Penalty 2773.502431 = -552354.968912
  nChanged 7
		SP:Iteration 86Q (9020.370000 sec): 3 clusters
  Score: Raw -555130.957267 + Penalty 2773.502431 = -552357.454836
  nChanged 11
		SP:Iteration 87Q (9020.380000 sec): 3 clusters
  Score: Raw -555134.492271 + Penalty 2773.502431 = -552360.989841
  nChanged 10
		SP:Iteration 88Q (9020.390000 sec): 3 clusters
  Score: Raw -555137.801892 + Penalty 2773.502431 = -552364.299461
  nChanged 10
		SP:Iteration 89Q (9020.400000 sec): 3 clusters
  Score: Raw -555141.733414 + Penalty 2773.502431 = -552368.230983
  nChanged 9
		SP:Iteration 90Q (9020.410000 sec): 3 clusters
  Score: Raw -555145.413588 + Penalty 2773.502431 = -552371.911158
  nChanged 11
		SP:Iteration 91Q (9020.430000 sec): 3 clusters
  Score: Raw -555148.474157 + Penalty 2773.502431 = -552374.971727
  nChanged 5
		SP:Iteration 92Q (9020.430000 sec): 3 clusters
  Score: Raw -555149.378178 + Penalty 2773.502431 = -552375.875748
  nChanged 2
		SP:Iteration 93Q (9020.450000 sec): 3 clusters
  Score: Raw -555149.927086 + Penalty 2773.502431 = -552376.424656
  nChanged 3
		SP:Iteration 94Q (9020.460000 sec): 3 clusters
  Score: Raw -555150.595567 + Penalty 2773.502431 = -552377.093136
  nChanged 1
		SP:Iteration 95Q (9020.470000 sec): 3 clusters
  Score: Raw -555150.840050 + Penalty 2773.502431 = -552377.337620
  nChanged 2
		SP:Iteration 96Q (9020.480000 sec): 3 clusters
  Score: Raw -555151.755190 + Penalty 2773.502431 = -552378.252760
  nChanged 2
		SP:Iteration 97Q (9020.490000 sec): 3 clusters
  Score: Raw -555152.474808 + Penalty 2773.502431 = -552378.972378
  nChanged 1
		SP:Iteration 98Q (9020.510000 sec): 3 clusters
  Score: Raw -555153.540023 + Penalty 2773.502431 = -552380.037593
  nChanged 3
		SP:Iteration 99Q (9020.520000 sec): 3 clusters
  Score: Raw -555154.369091 + Penalty 2773.502431 = -552380.866661
  nChanged 4
		SP:Iteration 100F (9020.530000 sec): 3 clusters
  Score: Raw -555156.032469 + Penalty 2773.502431 = -552382.530039
  nChanged 3
		SP:Iteration 101Q (9020.540000 sec): 3 clusters
  Score: Raw -555157.529390 + Penalty 2773.502431 = -552384.026959
  nChanged 3
		SP:Iteration 102Q (9020.550000 sec): 3 clusters
  Score: Raw -555158.366606 + Penalty 2773.502431 = -552384.864175
  nChanged 1
		SP:Iteration 103Q (9020.560000 sec): 3 clusters
  Score: Raw -555159.287795 + Penalty 2773.502431 = -552385.785365
  nChanged 1
		SP:Iteration 104Q (9020.570000 sec): 3 clusters
  Score: Raw -555159.957314 + Penalty 2773.502431 = -552386.454884
  nChanged 1
		SP:Iteration 105Q (9020.590000 sec): 3 clusters
  Score: Raw -555160.229966 + Penalty 2773.502431 = -552386.727535
  nChanged 1
		SP:Iteration 106Q (9020.590000 sec): 3 clusters
  Score: Raw -555160.446571 + Penalty 2773.502431 = -552386.944141
  nChanged 0
		SP:Iteration 107F (9020.610000 sec): 3 clusters
  Score: Raw -555160.446571 + Penalty 2773.502431 = -552386.944141
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 9 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9020.610000 sec): 2 clusters
  Score: Raw -22179.991576 + Penalty 884.392878 = -21295.598698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9020.620000 sec): 3 clusters
  Score: Raw -22369.429169 + Penalty 1768.785756 = -20600.643413
  nChanged 50
		SP:Iteration 1F (9020.620000 sec): 3 clusters
  Score: Raw -22536.010557 + Penalty 1768.785756 = -20767.224802
  nChanged 16
		SP:Iteration 2F (9020.620000 sec): 3 clusters
  Score: Raw -22605.343183 + Penalty 1768.785756 = -20836.557427
  nChanged 5
		SP:Iteration 3Q (9020.620000 sec): 3 clusters
  Score: Raw -22643.616967 + Penalty 1768.785756 = -20874.831211
  nChanged 3
		SP:Iteration 4Q (9020.620000 sec): 3 clusters
  Score: Raw -22656.138406 + Penalty 1768.785756 = -20887.352650
  nChanged 2
		SP:Iteration 5Q (9020.620000 sec): 3 clusters
  Score: Raw -22668.261936 + Penalty 1768.785756 = -20899.476180
  nChanged 0
		SP:Iteration 6F (9020.620000 sec): 3 clusters
  Score: Raw -22668.261936 + Penalty 1768.785756 = -20899.476180
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 10 (89002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9020.960000 sec): 2 clusters
  Score: Raw -10394751.198702 + Penalty 1851.917295 = -10392899.281408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9021.190000 sec): 3 clusters
  Score: Raw -10337197.813896 + Penalty 3703.834589 = -10333493.979306
  nChanged 42465
		SP:Iteration 1F (9021.430000 sec): 3 clusters
  Score: Raw -10362119.866580 + Penalty 3703.834589 = -10358416.031991
  nChanged 3467
		SP:Iteration 2Q (9021.670000 sec): 3 clusters
  Score: Raw -10363264.271081 + Penalty 3703.834589 = -10359560.436492
  nChanged 3838
		SP:Iteration 3Q (9021.910000 sec): 3 clusters
  Score: Raw -10364927.021836 + Penalty 3703.834589 = -10361223.187247
  nChanged 4631
		SP:Iteration 4F (9022.140000 sec): 3 clusters
  Score: Raw -10367439.309795 + Penalty 3703.834589 = -10363735.475206
  nChanged 5406
		SP:Iteration 5F (9022.380000 sec): 3 clusters
  Score: Raw -10370766.406303 + Penalty 3703.834589 = -10367062.571714
  nChanged 5727
		SP:Iteration 6F (9022.610000 sec): 3 clusters
  Score: Raw -10374527.254765 + Penalty 3703.834589 = -10370823.420175
  nChanged 5588
		SP:Iteration 7F (9022.860000 sec): 3 clusters
  Score: Raw -10378349.861121 + Penalty 3703.834589 = -10374646.026532
  nChanged 4986
		SP:Iteration 8F (9023.090000 sec): 3 clusters
  Score: Raw -10381450.359267 + Penalty 3703.834589 = -10377746.524678
  nChanged 3776
		SP:Iteration 9Q (9023.330000 sec): 3 clusters
  Score: Raw -10383196.349589 + Penalty 3703.834589 = -10379492.515000
  nChanged 2677
		SP:Iteration 10Q (9023.570000 sec): 3 clusters
  Score: Raw -10384169.874654 + Penalty 3703.834589 = -10380466.040065
  nChanged 1894
		SP:Iteration 11Q (9023.800000 sec): 3 clusters
  Score: Raw -10384834.882939 + Penalty 3703.834589 = -10381131.048350
  nChanged 1635
		SP:Iteration 12Q (9024.030000 sec): 3 clusters
  Score: Raw -10385467.123376 + Penalty 3703.834589 = -10381763.288787
  nChanged 1631
		SP:Iteration 13Q (9024.260000 sec): 3 clusters
  Score: Raw -10386124.953888 + Penalty 3703.834589 = -10382421.119299
  nChanged 1603
		SP:Iteration 14Q (9024.490000 sec): 3 clusters
  Score: Raw -10386770.182368 + Penalty 3703.834589 = -10383066.347779
  nChanged 1483
		SP:Iteration 15Q (9024.720000 sec): 3 clusters
  Score: Raw -10387334.008076 + Penalty 3703.834589 = -10383630.173487
  nChanged 1390
		SP:Iteration 16Q (9024.950000 sec): 3 clusters
  Score: Raw -10387853.710755 + Penalty 3703.834589 = -10384149.876165
  nChanged 1280
		SP:Iteration 17Q (9025.170000 sec): 3 clusters
  Score: Raw -10388292.606303 + Penalty 3703.834589 = -10384588.771713
  nChanged 1168
		SP:Iteration 18Q (9025.400000 sec): 3 clusters
  Score: Raw -10388653.732942 + Penalty 3703.834589 = -10384949.898352
  nChanged 1055
		SP:Iteration 19Q (9025.620000 sec): 3 clusters
  Score: Raw -10388939.522425 + Penalty 3703.834589 = -10385235.687836
  nChanged 943
		SP:Iteration 20F (9025.860000 sec): 3 clusters
  Score: Raw -10389156.063236 + Penalty 3703.834589 = -10385452.228647
  nChanged 804
		SP:Iteration 21Q (9026.080000 sec): 3 clusters
  Score: Raw -10389312.376847 + Penalty 3703.834589 = -10385608.542258
  nChanged 677
		SP:Iteration 22Q (9026.310000 sec): 3 clusters
  Score: Raw -10389433.472825 + Penalty 3703.834589 = -10385729.638236
  nChanged 624
		SP:Iteration 23Q (9026.530000 sec): 3 clusters
  Score: Raw -10389543.709244 + Penalty 3703.834589 = -10385839.874654
  nChanged 631
		SP:Iteration 24Q (9026.750000 sec): 3 clusters
  Score: Raw -10389644.973488 + Penalty 3703.834589 = -10385941.138898
  nChanged 541
		SP:Iteration 25Q (9026.970000 sec): 3 clusters
  Score: Raw -10389723.300495 + Penalty 3703.834589 = -10386019.465906
  nChanged 496
		SP:Iteration 26Q (9027.190000 sec): 3 clusters
  Score: Raw -10389786.191668 + Penalty 3703.834589 = -10386082.357079
  nChanged 466
		SP:Iteration 27Q (9027.410000 sec): 3 clusters
  Score: Raw -10389846.660599 + Penalty 3703.834589 = -10386142.826010
  nChanged 456
		SP:Iteration 28Q (9027.630000 sec): 3 clusters
  Score: Raw -10389904.403347 + Penalty 3703.834589 = -10386200.568757
  nChanged 471
		SP:Iteration 29Q (9027.840000 sec): 3 clusters
  Score: Raw -10389959.590787 + Penalty 3703.834589 = -10386255.756198
  nChanged 455
		SP:Iteration 30Q (9028.060000 sec): 3 clusters
  Score: Raw -10390011.648989 + Penalty 3703.834589 = -10386307.814399
  nChanged 446
		SP:Iteration 31Q (9028.280000 sec): 3 clusters
  Score: Raw -10390059.384032 + Penalty 3703.834589 = -10386355.549443
  nChanged 423
		SP:Iteration 32Q (9028.500000 sec): 3 clusters
  Score: Raw -10390103.433104 + Penalty 3703.834589 = -10386399.598515
  nChanged 418
		SP:Iteration 33Q (9028.710000 sec): 3 clusters
  Score: Raw -10390148.693459 + Penalty 3703.834589 = -10386444.858870
  nChanged 432
		SP:Iteration 34Q (9028.920000 sec): 3 clusters
  Score: Raw -10390197.012077 + Penalty 3703.834589 = -10386493.177488
  nChanged 438
		SP:Iteration 35Q (9029.140000 sec): 3 clusters
  Score: Raw -10390250.110627 + Penalty 3703.834589 = -10386546.276038
  nChanged 463
		SP:Iteration 36Q (9029.360000 sec): 3 clusters
  Score: Raw -10390304.568870 + Penalty 3703.834589 = -10386600.734281
  nChanged 457
		SP:Iteration 37Q (9029.570000 sec): 3 clusters
  Score: Raw -10390359.507674 + Penalty 3703.834589 = -10386655.673085
  nChanged 460
		SP:Iteration 38Q (9029.780000 sec): 3 clusters
  Score: Raw -10390420.419441 + Penalty 3703.834589 = -10386716.584852
  nChanged 534
		SP:Iteration 39Q (9029.990000 sec): 3 clusters
  Score: Raw -10390503.052626 + Penalty 3703.834589 = -10386799.218036
  nChanged 589
		SP:Iteration 40F (9030.230000 sec): 3 clusters
  Score: Raw -10390598.297811 + Penalty 3703.834589 = -10386894.463222
  nChanged 569
		SP:Iteration 41Q (9030.440000 sec): 3 clusters
  Score: Raw -10390687.417556 + Penalty 3703.834589 = -10386983.582967
  nChanged 559
		SP:Iteration 42Q (9030.650000 sec): 3 clusters
  Score: Raw -10390778.629214 + Penalty 3703.834589 = -10387074.794625
  nChanged 591
		SP:Iteration 43Q (9030.860000 sec): 3 clusters
  Score: Raw -10390876.327387 + Penalty 3703.834589 = -10387172.492798
  nChanged 607
		SP:Iteration 44Q (9031.070000 sec): 3 clusters
  Score: Raw -10390983.831228 + Penalty 3703.834589 = -10387279.996638
  nChanged 617
		SP:Iteration 45Q (9031.280000 sec): 3 clusters
  Score: Raw -10391107.265318 + Penalty 3703.834589 = -10387403.430729
  nChanged 651
		SP:Iteration 46Q (9031.490000 sec): 3 clusters
  Score: Raw -10391235.597439 + Penalty 3703.834589 = -10387531.762850
  nChanged 601
		SP:Iteration 47Q (9031.690000 sec): 3 clusters
  Score: Raw -10391361.544200 + Penalty 3703.834589 = -10387657.709611
  nChanged 612
		SP:Iteration 48Q (9031.900000 sec): 3 clusters
  Score: Raw -10391492.900938 + Penalty 3703.834589 = -10387789.066349
  nChanged 636
		SP:Iteration 49Q (9032.100000 sec): 3 clusters
  Score: Raw -10391636.959275 + Penalty 3703.834589 = -10387933.124686
  nChanged 649
		SP:Iteration 50Q (9032.310000 sec): 3 clusters
  Score: Raw -10391787.884452 + Penalty 3703.834589 = -10388084.049863
  nChanged 651
		SP:Iteration 51Q (9032.510000 sec): 3 clusters
  Score: Raw -10391941.039092 + Penalty 3703.834589 = -10388237.204502
  nChanged 629
		SP:Iteration 52Q (9032.710000 sec): 3 clusters
  Score: Raw -10392094.023540 + Penalty 3703.834589 = -10388390.188950
  nChanged 666
		SP:Iteration 53Q (9032.910000 sec): 3 clusters
  Score: Raw -10392266.334382 + Penalty 3703.834589 = -10388562.499793
  nChanged 656
		SP:Iteration 54Q (9033.110000 sec): 3 clusters
  Score: Raw -10392448.248163 + Penalty 3703.834589 = -10388744.413574
  nChanged 705
		SP:Iteration 55Q (9033.310000 sec): 3 clusters
  Score: Raw -10392669.474751 + Penalty 3703.834589 = -10388965.640161
  nChanged 724
		SP:Iteration 56Q (9033.510000 sec): 3 clusters
  Score: Raw -10392921.396415 + Penalty 3703.834589 = -10389217.561826
  nChanged 755
		SP:Iteration 57Q (9033.710000 sec): 3 clusters
  Score: Raw -10393195.998593 + Penalty 3703.834589 = -10389492.164004
  nChanged 719
		SP:Iteration 58Q (9033.910000 sec): 3 clusters
  Score: Raw -10393471.223636 + Penalty 3703.834589 = -10389767.389047
  nChanged 720
		SP:Iteration 59Q (9034.100000 sec): 3 clusters
  Score: Raw -10393765.744012 + Penalty 3703.834589 = -10390061.909423
  nChanged 678
		SP:Iteration 60F (9034.340000 sec): 3 clusters
  Score: Raw -10394028.791991 + Penalty 3703.834589 = -10390324.957402
  nChanged 585
		SP:Iteration 61Q (9034.530000 sec): 3 clusters
  Score: Raw -10394241.817459 + Penalty 3703.834589 = -10390537.982870
  nChanged 497
		SP:Iteration 62Q (9034.720000 sec): 3 clusters
  Score: Raw -10394414.596007 + Penalty 3703.834589 = -10390710.761417
  nChanged 479
		SP:Iteration 63Q (9034.910000 sec): 3 clusters
  Score: Raw -10394602.100478 + Penalty 3703.834589 = -10390898.265889
  nChanged 467
		SP:Iteration 64Q (9035.100000 sec): 3 clusters
  Score: Raw -10394802.057228 + Penalty 3703.834589 = -10391098.222639
  nChanged 439
		SP:Iteration 65Q (9035.290000 sec): 3 clusters
  Score: Raw -10395047.162274 + Penalty 3703.834589 = -10391343.327685
  nChanged 383
		SP:Iteration 66Q (9035.470000 sec): 3 clusters
  Score: Raw -10395281.352052 + Penalty 3703.834589 = -10391577.517463
  nChanged 375
		SP:Iteration 67Q (9035.650000 sec): 3 clusters
  Score: Raw -10395556.681338 + Penalty 3703.834589 = -10391852.846749
  nChanged 374
		SP:Iteration 68Q (9035.840000 sec): 3 clusters
  Score: Raw -10395837.609180 + Penalty 3703.834589 = -10392133.774591
  nChanged 346
		SP:Iteration 69Q (9036.020000 sec): 3 clusters
  Score: Raw -10396044.183927 + Penalty 3703.834589 = -10392340.349338
  nChanged 292
		SP:Iteration 70Q (9036.190000 sec): 3 clusters
  Score: Raw -10396145.147455 + Penalty 3703.834589 = -10392441.312865
  nChanged 208
		SP:Iteration 71Q (9036.370000 sec): 3 clusters
  Score: Raw -10396198.474123 + Penalty 3703.834589 = -10392494.639534
  nChanged 147
		SP:Iteration 72Q (9036.550000 sec): 3 clusters
  Score: Raw -10396225.248169 + Penalty 3703.834589 = -10392521.413580
  nChanged 116
		SP:Iteration 73Q (9036.730000 sec): 3 clusters
  Score: Raw -10396241.765480 + Penalty 3703.834589 = -10392537.930891
  nChanged 75
		SP:Iteration 74Q (9036.900000 sec): 3 clusters
  Score: Raw -10396248.558074 + Penalty 3703.834589 = -10392544.723485
  nChanged 49
		SP:Iteration 75Q (9037.080000 sec): 3 clusters
  Score: Raw -10396252.149188 + Penalty 3703.834589 = -10392548.314599
  nChanged 31
		SP:Iteration 76Q (9037.260000 sec): 3 clusters
  Score: Raw -10396254.262506 + Penalty 3703.834589 = -10392550.427917
  nChanged 28
		SP:Iteration 77Q (9037.430000 sec): 3 clusters
  Score: Raw -10396256.880247 + Penalty 3703.834589 = -10392553.045658
  nChanged 28
		SP:Iteration 78Q (9037.610000 sec): 3 clusters
  Score: Raw -10396258.852562 + Penalty 3703.834589 = -10392555.017973
  nChanged 24
		SP:Iteration 79Q (9037.790000 sec): 3 clusters
  Score: Raw -10396260.655637 + Penalty 3703.834589 = -10392556.821048
  nChanged 22
		SP:Iteration 80F (9038.030000 sec): 3 clusters
  Score: Raw -10396262.008104 + Penalty 3703.834589 = -10392558.173515
  nChanged 12
		SP:Iteration 81Q (9038.200000 sec): 3 clusters
  Score: Raw -10396262.779142 + Penalty 3703.834589 = -10392558.944553
  nChanged 14
		SP:Iteration 82Q (9038.380000 sec): 3 clusters
  Score: Raw -10396263.487581 + Penalty 3703.834589 = -10392559.652992
  nChanged 10
		SP:Iteration 83Q (9038.560000 sec): 3 clusters
  Score: Raw -10396263.969284 + Penalty 3703.834589 = -10392560.134695
  nChanged 4
		SP:Iteration 84Q (9038.740000 sec): 3 clusters
  Score: Raw -10396264.105571 + Penalty 3703.834589 = -10392560.270982
  nChanged 1
		SP:Iteration 85Q (9038.920000 sec): 3 clusters
  Score: Raw -10396264.149197 + Penalty 3703.834589 = -10392560.314608
  nChanged 2
		SP:Iteration 86Q (9039.100000 sec): 3 clusters
  Score: Raw -10396264.238892 + Penalty 3703.834589 = -10392560.404303
  nChanged 4
		SP:Iteration 87Q (9039.280000 sec): 3 clusters
  Score: Raw -10396264.424574 + Penalty 3703.834589 = -10392560.589985
  nChanged 4
		SP:Iteration 88Q (9039.460000 sec): 3 clusters
  Score: Raw -10396264.633072 + Penalty 3703.834589 = -10392560.798483
  nChanged 2
		SP:Iteration 89Q (9039.630000 sec): 3 clusters
  Score: Raw -10396264.677902 + Penalty 3703.834589 = -10392560.843313
  nChanged 1
		SP:Iteration 90Q (9039.810000 sec): 3 clusters
  Score: Raw -10396264.698998 + Penalty 3703.834589 = -10392560.864409
  nChanged 1
		SP:Iteration 91Q (9039.980000 sec): 3 clusters
  Score: Raw -10396264.726974 + Penalty 3703.834589 = -10392560.892385
  nChanged 0
		SP:Iteration 92F (9040.220000 sec): 3 clusters
  Score: Raw -10396264.726974 + Penalty 3703.834589 = -10392560.892385
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 11 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9040.280000 sec): 2 clusters
  Score: Raw -300821.162465 + Penalty 1288.833774 = -299532.328692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9040.290000 sec): 3 clusters
  Score: Raw -299611.231039 + Penalty 2577.667547 = -297033.563491
  nChanged 1050
		SP:Iteration 1F (9040.300000 sec): 3 clusters
  Score: Raw -300370.198268 + Penalty 2577.667547 = -297792.530721
  nChanged 253
		SP:Iteration 2F (9040.300000 sec): 3 clusters
  Score: Raw -300599.095200 + Penalty 2577.667547 = -298021.427653
  nChanged 176
		SP:Iteration 3F (9040.320000 sec): 3 clusters
  Score: Raw -300770.822933 + Penalty 2577.667547 = -298193.155385
  nChanged 136
		SP:Iteration 4Q (9040.320000 sec): 3 clusters
  Score: Raw -300902.965891 + Penalty 2577.667547 = -298325.298344
  nChanged 125
		SP:Iteration 5Q (9040.330000 sec): 3 clusters
  Score: Raw -301009.549661 + Penalty 2577.667547 = -298431.882114
  nChanged 95
		SP:Iteration 6Q (9040.340000 sec): 3 clusters
  Score: Raw -301076.259869 + Penalty 2577.667547 = -298498.592321
  nChanged 73
		SP:Iteration 7Q (9040.350000 sec): 3 clusters
  Score: Raw -301123.697892 + Penalty 2577.667547 = -298546.030344
  nChanged 58
		SP:Iteration 8Q (9040.360000 sec): 3 clusters
  Score: Raw -301165.694354 + Penalty 2577.667547 = -298588.026807
  nChanged 53
		SP:Iteration 9Q (9040.360000 sec): 3 clusters
  Score: Raw -301200.225419 + Penalty 2577.667547 = -298622.557872
  nChanged 47
		SP:Iteration 10Q (9040.370000 sec): 3 clusters
  Score: Raw -301226.918118 + Penalty 2577.667547 = -298649.250571
  nChanged 45
		SP:Iteration 11Q (9040.380000 sec): 3 clusters
  Score: Raw -301258.780071 + Penalty 2577.667547 = -298681.112523
  nChanged 44
		SP:Iteration 12Q (9040.380000 sec): 3 clusters
  Score: Raw -301285.177155 + Penalty 2577.667547 = -298707.509608
  nChanged 40
		SP:Iteration 13Q (9040.390000 sec): 3 clusters
  Score: Raw -301305.785515 + Penalty 2577.667547 = -298728.117967
  nChanged 33
		SP:Iteration 14Q (9040.400000 sec): 3 clusters
  Score: Raw -301321.788887 + Penalty 2577.667547 = -298744.121339
  nChanged 30
		SP:Iteration 15Q (9040.400000 sec): 3 clusters
  Score: Raw -301339.086897 + Penalty 2577.667547 = -298761.419349
  nChanged 32
		SP:Iteration 16Q (9040.410000 sec): 3 clusters
  Score: Raw -301355.861289 + Penalty 2577.667547 = -298778.193741
  nChanged 17
		SP:Iteration 17Q (9040.420000 sec): 3 clusters
  Score: Raw -301362.920015 + Penalty 2577.667547 = -298785.252468
  nChanged 17
		SP:Iteration 18Q (9040.420000 sec): 3 clusters
  Score: Raw -301370.477746 + Penalty 2577.667547 = -298792.810198
  nChanged 13
		SP:Iteration 19Q (9040.430000 sec): 3 clusters
  Score: Raw -301374.953569 + Penalty 2577.667547 = -298797.286022
  nChanged 9
		SP:Iteration 20F (9040.430000 sec): 3 clusters
  Score: Raw -301378.746898 + Penalty 2577.667547 = -298801.079351
  nChanged 11
		SP:Iteration 21Q (9040.440000 sec): 3 clusters
  Score: Raw -301382.259006 + Penalty 2577.667547 = -298804.591459
  nChanged 10
		SP:Iteration 22Q (9040.450000 sec): 3 clusters
  Score: Raw -301384.608329 + Penalty 2577.667547 = -298806.940781
  nChanged 8
		SP:Iteration 23Q (9040.450000 sec): 3 clusters
  Score: Raw -301387.156937 + Penalty 2577.667547 = -298809.489389
  nChanged 9
		SP:Iteration 24Q (9040.460000 sec): 3 clusters
  Score: Raw -301390.095417 + Penalty 2577.667547 = -298812.427870
  nChanged 10
		SP:Iteration 25Q (9040.460000 sec): 3 clusters
  Score: Raw -301393.632918 + Penalty 2577.667547 = -298815.965371
  nChanged 12
		SP:Iteration 26Q (9040.470000 sec): 3 clusters
  Score: Raw -301396.403678 + Penalty 2577.667547 = -298818.736131
  nChanged 2
		SP:Iteration 27Q (9040.480000 sec): 3 clusters
  Score: Raw -301396.984181 + Penalty 2577.667547 = -298819.316633
  nChanged 2
		SP:Iteration 28Q (9040.480000 sec): 3 clusters
  Score: Raw -301398.001714 + Penalty 2577.667547 = -298820.334167
  nChanged 3
		SP:Iteration 29Q (9040.490000 sec): 3 clusters
  Score: Raw -301399.395827 + Penalty 2577.667547 = -298821.728280
  nChanged 5
		SP:Iteration 30Q (9040.500000 sec): 3 clusters
  Score: Raw -301400.226023 + Penalty 2577.667547 = -298822.558475
  nChanged 0
		SP:Iteration 31F (9040.500000 sec): 3 clusters
  Score: Raw -301400.226023 + Penalty 2577.667547 = -298822.558475
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 12 (11641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9040.550000 sec): 2 clusters
  Score: Raw -1344698.380939 + Penalty 1521.371902 = -1343177.009037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9040.580000 sec): 3 clusters
  Score: Raw -1338075.281535 + Penalty 3042.743804 = -1335032.537731
  nChanged 5022
		SP:Iteration 1F (9040.610000 sec): 3 clusters
  Score: Raw -1340888.130235 + Penalty 3042.743804 = -1337845.386430
  nChanged 744
		SP:Iteration 2F (9040.640000 sec): 3 clusters
  Score: Raw -1341258.863099 + Penalty 3042.743804 = -1338216.119295
  nChanged 676
		SP:Iteration 3F (9040.670000 sec): 3 clusters
  Score: Raw -1341594.359409 + Penalty 3042.743804 = -1338551.615605
  nChanged 635
		SP:Iteration 4F (9040.700000 sec): 3 clusters
  Score: Raw -1341924.427798 + Penalty 3042.743804 = -1338881.683993
  nChanged 644
		SP:Iteration 5F (9040.730000 sec): 3 clusters
  Score: Raw -1342293.116236 + Penalty 3042.743804 = -1339250.372431
  nChanged 703
		SP:Iteration 6F (9040.760000 sec): 3 clusters
  Score: Raw -1342719.149628 + Penalty 3042.743804 = -1339676.405823
  nChanged 693
		SP:Iteration 7F (9040.790000 sec): 3 clusters
  Score: Raw -1343154.246738 + Penalty 3042.743804 = -1340111.502934
  nChanged 611
		SP:Iteration 8F (9040.820000 sec): 3 clusters
  Score: Raw -1343559.621949 + Penalty 3042.743804 = -1340516.878145
  nChanged 548
		SP:Iteration 9Q (9040.850000 sec): 3 clusters
  Score: Raw -1343902.124129 + Penalty 3042.743804 = -1340859.380325
  nChanged 452
		SP:Iteration 10Q (9040.870000 sec): 3 clusters
  Score: Raw -1344182.644130 + Penalty 3042.743804 = -1341139.900326
  nChanged 344
		SP:Iteration 11Q (9040.910000 sec): 3 clusters
  Score: Raw -1344390.361527 + Penalty 3042.743804 = -1341347.617722
  nChanged 290
		SP:Iteration 12Q (9040.930000 sec): 3 clusters
  Score: Raw -1344566.729992 + Penalty 3042.743804 = -1341523.986187
  nChanged 215
		SP:Iteration 13Q (9040.970000 sec): 3 clusters
  Score: Raw -1344688.301387 + Penalty 3042.743804 = -1341645.557583
  nChanged 146
		SP:Iteration 14Q (9040.990000 sec): 3 clusters
  Score: Raw -1344765.710062 + Penalty 3042.743804 = -1341722.966258
  nChanged 112
		SP:Iteration 15Q (9041.030000 sec): 3 clusters
  Score: Raw -1344826.550375 + Penalty 3042.743804 = -1341783.806571
  nChanged 84
		SP:Iteration 16Q (9041.050000 sec): 3 clusters
  Score: Raw -1344871.753445 + Penalty 3042.743804 = -1341829.009641
  nChanged 62
		SP:Iteration 17Q (9041.080000 sec): 3 clusters
  Score: Raw -1344905.208101 + Penalty 3042.743804 = -1341862.464297
  nChanged 47
		SP:Iteration 18Q (9041.110000 sec): 3 clusters
  Score: Raw -1344927.147515 + Penalty 3042.743804 = -1341884.403711
  nChanged 34
		SP:Iteration 19Q (9041.140000 sec): 3 clusters
  Score: Raw -1344942.364251 + Penalty 3042.743804 = -1341899.620447
  nChanged 34
		SP:Iteration 20F (9041.170000 sec): 3 clusters
  Score: Raw -1344960.037784 + Penalty 3042.743804 = -1341917.293980
  nChanged 24
		SP:Iteration 21Q (9041.200000 sec): 3 clusters
  Score: Raw -1344972.123728 + Penalty 3042.743804 = -1341929.379923
  nChanged 33
		SP:Iteration 22Q (9041.230000 sec): 3 clusters
  Score: Raw -1344991.211537 + Penalty 3042.743804 = -1341948.467733
  nChanged 27
		SP:Iteration 23Q (9041.250000 sec): 3 clusters
  Score: Raw -1345004.516078 + Penalty 3042.743804 = -1341961.772274
  nChanged 15
		SP:Iteration 24Q (9041.280000 sec): 3 clusters
  Score: Raw -1345012.397584 + Penalty 3042.743804 = -1341969.653780
  nChanged 6
		SP:Iteration 25Q (9041.310000 sec): 3 clusters
  Score: Raw -1345015.567607 + Penalty 3042.743804 = -1341972.823803
  nChanged 6
		SP:Iteration 26Q (9041.330000 sec): 3 clusters
  Score: Raw -1345016.956549 + Penalty 3042.743804 = -1341974.212745
  nChanged 2
		SP:Iteration 27Q (9041.360000 sec): 3 clusters
  Score: Raw -1345017.583535 + Penalty 3042.743804 = -1341974.839731
  nChanged 0
		SP:Iteration 28F (9041.390000 sec): 3 clusters
  Score: Raw -1345017.583535 + Penalty 3042.743804 = -1341974.839731
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 13 (4581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9041.420000 sec): 2 clusters
  Score: Raw -492758.381036 + Penalty 1369.821797 = -491388.559240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9041.430000 sec): 3 clusters
  Score: Raw -490373.885384 + Penalty 2739.643593 = -487634.241791
  nChanged 1883
		SP:Iteration 1F (9041.440000 sec): 3 clusters
  Score: Raw -491585.506151 + Penalty 2739.643593 = -488845.862558
  nChanged 382
		SP:Iteration 2F (9041.460000 sec): 3 clusters
  Score: Raw -491906.322230 + Penalty 2739.643593 = -489166.678637
  nChanged 313
		SP:Iteration 3F (9041.470000 sec): 3 clusters
  Score: Raw -492181.036634 + Penalty 2739.643593 = -489441.393041
  nChanged 278
		SP:Iteration 4F (9041.480000 sec): 3 clusters
  Score: Raw -492424.794666 + Penalty 2739.643593 = -489685.151073
  nChanged 229
		SP:Iteration 5Q (9041.490000 sec): 3 clusters
  Score: Raw -492610.352926 + Penalty 2739.643593 = -489870.709333
  nChanged 196
		SP:Iteration 6Q (9041.500000 sec): 3 clusters
  Score: Raw -492749.417925 + Penalty 2739.643593 = -490009.774332
  nChanged 143
		SP:Iteration 7Q (9041.520000 sec): 3 clusters
  Score: Raw -492826.736089 + Penalty 2739.643593 = -490087.092496
  nChanged 110
		SP:Iteration 8Q (9041.520000 sec): 3 clusters
  Score: Raw -492878.356548 + Penalty 2739.643593 = -490138.712955
  nChanged 99
		SP:Iteration 9Q (9041.540000 sec): 3 clusters
  Score: Raw -492915.623721 + Penalty 2739.643593 = -490175.980128
  nChanged 72
		SP:Iteration 10Q (9041.550000 sec): 3 clusters
  Score: Raw -492945.309968 + Penalty 2739.643593 = -490205.666375
  nChanged 68
		SP:Iteration 11Q (9041.560000 sec): 3 clusters
  Score: Raw -492971.912994 + Penalty 2739.643593 = -490232.269401
  nChanged 42
		SP:Iteration 12Q (9041.570000 sec): 3 clusters
  Score: Raw -492986.846052 + Penalty 2739.643593 = -490247.202459
  nChanged 45
		SP:Iteration 13Q (9041.580000 sec): 3 clusters
  Score: Raw -493005.349896 + Penalty 2739.643593 = -490265.706303
  nChanged 43
		SP:Iteration 14Q (9041.590000 sec): 3 clusters
  Score: Raw -493026.260888 + Penalty 2739.643593 = -490286.617295
  nChanged 50
		SP:Iteration 15Q (9041.600000 sec): 3 clusters
  Score: Raw -493049.789405 + Penalty 2739.643593 = -490310.145812
  nChanged 49
		SP:Iteration 16Q (9041.620000 sec): 3 clusters
  Score: Raw -493074.229141 + Penalty 2739.643593 = -490334.585548
  nChanged 54
		SP:Iteration 17Q (9041.630000 sec): 3 clusters
  Score: Raw -493103.255023 + Penalty 2739.643593 = -490363.611430
  nChanged 55
		SP:Iteration 18Q (9041.640000 sec): 3 clusters
  Score: Raw -493135.010915 + Penalty 2739.643593 = -490395.367322
  nChanged 57
		SP:Iteration 19Q (9041.650000 sec): 3 clusters
  Score: Raw -493184.209734 + Penalty 2739.643593 = -490444.566141
  nChanged 67
		SP:Iteration 20F (9041.660000 sec): 3 clusters
  Score: Raw -493256.179211 + Penalty 2739.643593 = -490516.535618
  nChanged 75
		SP:Iteration 21Q (9041.670000 sec): 3 clusters
  Score: Raw -493331.191374 + Penalty 2739.643593 = -490591.547781
  nChanged 59
		SP:Iteration 22Q (9041.680000 sec): 3 clusters
  Score: Raw -493365.734727 + Penalty 2739.643593 = -490626.091134
  nChanged 53
		SP:Iteration 23Q (9041.700000 sec): 3 clusters
  Score: Raw -493412.568860 + Penalty 2739.643593 = -490672.925267
  nChanged 61
		SP:Iteration 24Q (9041.710000 sec): 3 clusters
  Score: Raw -493469.087363 + Penalty 2739.643593 = -490729.443770
  nChanged 67
		SP:Iteration 25Q (9041.720000 sec): 3 clusters
  Score: Raw -493522.150611 + Penalty 2739.643593 = -490782.507018
  nChanged 72
		SP:Iteration 26Q (9041.730000 sec): 3 clusters
  Score: Raw -493586.364802 + Penalty 2739.643593 = -490846.721209
  nChanged 68
		SP:Iteration 27Q (9041.740000 sec): 3 clusters
  Score: Raw -493654.322041 + Penalty 2739.643593 = -490914.678448
  nChanged 55
		SP:Iteration 28Q (9041.750000 sec): 3 clusters
  Score: Raw -493702.611988 + Penalty 2739.643593 = -490962.968395
  nChanged 44
		SP:Iteration 29Q (9041.760000 sec): 3 clusters
  Score: Raw -493730.499804 + Penalty 2739.643593 = -490990.856211
  nChanged 33
		SP:Iteration 30Q (9041.770000 sec): 3 clusters
  Score: Raw -493746.697886 + Penalty 2739.643593 = -491007.054293
  nChanged 19
		SP:Iteration 31Q (9041.780000 sec): 3 clusters
  Score: Raw -493753.558844 + Penalty 2739.643593 = -491013.915250
  nChanged 12
		SP:Iteration 32Q (9041.790000 sec): 3 clusters
  Score: Raw -493759.453753 + Penalty 2739.643593 = -491019.810160
  nChanged 10
		SP:Iteration 33Q (9041.800000 sec): 3 clusters
  Score: Raw -493763.807113 + Penalty 2739.643593 = -491024.163520
  nChanged 10
		SP:Iteration 34Q (9041.810000 sec): 3 clusters
  Score: Raw -493767.660739 + Penalty 2739.643593 = -491028.017146
  nChanged 6
		SP:Iteration 35Q (9041.820000 sec): 3 clusters
  Score: Raw -493769.386953 + Penalty 2739.643593 = -491029.743360
  nChanged 7
		SP:Iteration 36Q (9041.820000 sec): 3 clusters
  Score: Raw -493771.514627 + Penalty 2739.643593 = -491031.871034
  nChanged 1
		SP:Iteration 37Q (9041.840000 sec): 3 clusters
  Score: Raw -493771.732284 + Penalty 2739.643593 = -491032.088691
  nChanged 2
		SP:Iteration 38Q (9041.840000 sec): 3 clusters
  Score: Raw -493772.043995 + Penalty 2739.643593 = -491032.400402
  nChanged 2
		SP:Iteration 39Q (9041.860000 sec): 3 clusters
  Score: Raw -493772.423373 + Penalty 2739.643593 = -491032.779780
  nChanged 1
		SP:Iteration 40F (9041.870000 sec): 3 clusters
  Score: Raw -493772.610792 + Penalty 2739.643593 = -491032.967199
  nChanged 3
		SP:Iteration 41Q (9041.880000 sec): 3 clusters
  Score: Raw -493773.261634 + Penalty 2739.643593 = -491033.618041
  nChanged 1
		SP:Iteration 42Q (9041.880000 sec): 3 clusters
  Score: Raw -493773.996527 + Penalty 2739.643593 = -491034.352934
  nChanged 3
		SP:Iteration 43Q (9041.900000 sec): 3 clusters
  Score: Raw -493775.060936 + Penalty 2739.643593 = -491035.417343
  nChanged 5
		SP:Iteration 44Q (9041.900000 sec): 3 clusters
  Score: Raw -493776.506205 + Penalty 2739.643593 = -491036.862612
  nChanged 2
		SP:Iteration 45Q (9041.910000 sec): 3 clusters
  Score: Raw -493777.774772 + Penalty 2739.643593 = -491038.131179
  nChanged 4
		SP:Iteration 46Q (9041.920000 sec): 3 clusters
  Score: Raw -493780.270325 + Penalty 2739.643593 = -491040.626732
  nChanged 3
		SP:Iteration 47Q (9041.930000 sec): 3 clusters
  Score: Raw -493782.321360 + Penalty 2739.643593 = -491042.677767
  nChanged 4
		SP:Iteration 48Q (9041.940000 sec): 3 clusters
  Score: Raw -493783.546726 + Penalty 2739.643593 = -491043.903133
  nChanged 2
		SP:Iteration 49Q (9041.960000 sec): 3 clusters
  Score: Raw -493784.239264 + Penalty 2739.643593 = -491044.595671
  nChanged 2
		SP:Iteration 50Q (9041.960000 sec): 3 clusters
  Score: Raw -493784.718498 + Penalty 2739.643593 = -491045.074905
  nChanged 2
		SP:Iteration 51Q (9041.980000 sec): 3 clusters
  Score: Raw -493785.487452 + Penalty 2739.643593 = -491045.843859
  nChanged 2
		SP:Iteration 52Q (9041.990000 sec): 3 clusters
  Score: Raw -493785.900481 + Penalty 2739.643593 = -491046.256888
  nChanged 2
		SP:Iteration 53Q (9042.000000 sec): 3 clusters
  Score: Raw -493786.497953 + Penalty 2739.643593 = -491046.854360
  nChanged 6
		SP:Iteration 54Q (9042.010000 sec): 3 clusters
  Score: Raw -493789.180192 + Penalty 2739.643593 = -491049.536599
  nChanged 6
		SP:Iteration 55Q (9042.020000 sec): 3 clusters
  Score: Raw -493790.849221 + Penalty 2739.643593 = -491051.205628
  nChanged 4
		SP:Iteration 56Q (9042.030000 sec): 3 clusters
  Score: Raw -493792.223842 + Penalty 2739.643593 = -491052.580249
  nChanged 3
		SP:Iteration 57Q (9042.040000 sec): 3 clusters
  Score: Raw -493793.347204 + Penalty 2739.643593 = -491053.703611
  nChanged 0
		SP:Iteration 58F (9042.050000 sec): 3 clusters
  Score: Raw -493793.347204 + Penalty 2739.643593 = -491053.703611
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 14 (17945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9042.110000 sec): 2 clusters
  Score: Raw -2038055.606683 + Penalty 1591.698356 = -2036463.908328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9042.160000 sec): 3 clusters
  Score: Raw -2027279.514857 + Penalty 3183.396711 = -2024096.118146
  nChanged 8128
		SP:Iteration 1F (9042.210000 sec): 3 clusters
  Score: Raw -2031872.059125 + Penalty 3183.396711 = -2028688.662414
  nChanged 1136
		SP:Iteration 2F (9042.260000 sec): 3 clusters
  Score: Raw -2032651.616383 + Penalty 3183.396711 = -2029468.219672
  nChanged 1236
		SP:Iteration 3F (9042.310000 sec): 3 clusters
  Score: Raw -2033636.956201 + Penalty 3183.396711 = -2030453.559490
  nChanged 1285
		SP:Iteration 4F (9042.360000 sec): 3 clusters
  Score: Raw -2034543.063537 + Penalty 3183.396711 = -2031359.666826
  nChanged 1166
		SP:Iteration 5F (9042.410000 sec): 3 clusters
  Score: Raw -2035192.107601 + Penalty 3183.396711 = -2032008.710890
  nChanged 1028
		SP:Iteration 6F (9042.460000 sec): 3 clusters
  Score: Raw -2035637.125007 + Penalty 3183.396711 = -2032453.728296
  nChanged 740
		SP:Iteration 7Q (9042.510000 sec): 3 clusters
  Score: Raw -2035899.556630 + Penalty 3183.396711 = -2032716.159919
  nChanged 573
		SP:Iteration 8Q (9042.560000 sec): 3 clusters
  Score: Raw -2036074.893690 + Penalty 3183.396711 = -2032891.496978
  nChanged 432
		SP:Iteration 9Q (9042.600000 sec): 3 clusters
  Score: Raw -2036203.447481 + Penalty 3183.396711 = -2033020.050770
  nChanged 341
		SP:Iteration 10Q (9042.650000 sec): 3 clusters
  Score: Raw -2036294.613641 + Penalty 3183.396711 = -2033111.216930
  nChanged 316
		SP:Iteration 11Q (9042.700000 sec): 3 clusters
  Score: Raw -2036372.784242 + Penalty 3183.396711 = -2033189.387531
  nChanged 255
		SP:Iteration 12Q (9042.750000 sec): 3 clusters
  Score: Raw -2036425.491167 + Penalty 3183.396711 = -2033242.094455
  nChanged 217
		SP:Iteration 13Q (9042.800000 sec): 3 clusters
  Score: Raw -2036465.793520 + Penalty 3183.396711 = -2033282.396809
  nChanged 166
		SP:Iteration 14Q (9042.850000 sec): 3 clusters
  Score: Raw -2036491.375002 + Penalty 3183.396711 = -2033307.978291
  nChanged 130
		SP:Iteration 15Q (9042.900000 sec): 3 clusters
  Score: Raw -2036507.536757 + Penalty 3183.396711 = -2033324.140046
  nChanged 107
		SP:Iteration 16Q (9042.940000 sec): 3 clusters
  Score: Raw -2036520.951285 + Penalty 3183.396711 = -2033337.554574
  nChanged 95
		SP:Iteration 17Q (9042.990000 sec): 3 clusters
  Score: Raw -2036529.776045 + Penalty 3183.396711 = -2033346.379334
  nChanged 78
		SP:Iteration 18Q (9043.040000 sec): 3 clusters
  Score: Raw -2036536.452907 + Penalty 3183.396711 = -2033353.056196
  nChanged 57
		SP:Iteration 19Q (9043.100000 sec): 3 clusters
  Score: Raw -2036542.206970 + Penalty 3183.396711 = -2033358.810259
  nChanged 55
		SP:Iteration 20F (9043.140000 sec): 3 clusters
  Score: Raw -2036547.423589 + Penalty 3183.396711 = -2033364.026878
  nChanged 48
		SP:Iteration 21Q (9043.200000 sec): 3 clusters
  Score: Raw -2036552.899105 + Penalty 3183.396711 = -2033369.502394
  nChanged 56
		SP:Iteration 22Q (9043.250000 sec): 3 clusters
  Score: Raw -2036558.290171 + Penalty 3183.396711 = -2033374.893460
  nChanged 54
		SP:Iteration 23Q (9043.300000 sec): 3 clusters
  Score: Raw -2036562.192497 + Penalty 3183.396711 = -2033378.795786
  nChanged 38
		SP:Iteration 24Q (9043.350000 sec): 3 clusters
  Score: Raw -2036564.718121 + Penalty 3183.396711 = -2033381.321410
  nChanged 31
		SP:Iteration 25Q (9043.400000 sec): 3 clusters
  Score: Raw -2036566.253926 + Penalty 3183.396711 = -2033382.857214
  nChanged 22
		SP:Iteration 26Q (9043.440000 sec): 3 clusters
  Score: Raw -2036567.702966 + Penalty 3183.396711 = -2033384.306255
  nChanged 26
		SP:Iteration 27Q (9043.490000 sec): 3 clusters
  Score: Raw -2036569.296326 + Penalty 3183.396711 = -2033385.899615
  nChanged 22
		SP:Iteration 28Q (9043.540000 sec): 3 clusters
  Score: Raw -2036570.713488 + Penalty 3183.396711 = -2033387.316777
  nChanged 18
		SP:Iteration 29Q (9043.590000 sec): 3 clusters
  Score: Raw -2036571.546650 + Penalty 3183.396711 = -2033388.149939
  nChanged 17
		SP:Iteration 30Q (9043.640000 sec): 3 clusters
  Score: Raw -2036572.708010 + Penalty 3183.396711 = -2033389.311298
  nChanged 20
		SP:Iteration 31Q (9043.680000 sec): 3 clusters
  Score: Raw -2036573.734611 + Penalty 3183.396711 = -2033390.337900
  nChanged 11
		SP:Iteration 32Q (9043.730000 sec): 3 clusters
  Score: Raw -2036574.324033 + Penalty 3183.396711 = -2033390.927322
  nChanged 9
		SP:Iteration 33Q (9043.780000 sec): 3 clusters
  Score: Raw -2036574.705122 + Penalty 3183.396711 = -2033391.308410
  nChanged 10
		SP:Iteration 34Q (9043.830000 sec): 3 clusters
  Score: Raw -2036575.190178 + Penalty 3183.396711 = -2033391.793467
  nChanged 8
		SP:Iteration 35Q (9043.880000 sec): 3 clusters
  Score: Raw -2036575.637182 + Penalty 3183.396711 = -2033392.240471
  nChanged 10
		SP:Iteration 36Q (9043.920000 sec): 3 clusters
  Score: Raw -2036576.514201 + Penalty 3183.396711 = -2033393.117490
  nChanged 10
		SP:Iteration 37Q (9043.970000 sec): 3 clusters
  Score: Raw -2036577.145005 + Penalty 3183.396711 = -2033393.748294
  nChanged 10
		SP:Iteration 38Q (9044.020000 sec): 3 clusters
  Score: Raw -2036577.513864 + Penalty 3183.396711 = -2033394.117153
  nChanged 9
		SP:Iteration 39Q (9044.080000 sec): 3 clusters
  Score: Raw -2036577.975146 + Penalty 3183.396711 = -2033394.578435
  nChanged 8
		SP:Iteration 40F (9044.120000 sec): 3 clusters
  Score: Raw -2036578.316384 + Penalty 3183.396711 = -2033394.919673
  nChanged 8
		SP:Iteration 41Q (9044.180000 sec): 3 clusters
  Score: Raw -2036578.708183 + Penalty 3183.396711 = -2033395.311471
  nChanged 3
		SP:Iteration 42Q (9044.230000 sec): 3 clusters
  Score: Raw -2036578.825066 + Penalty 3183.396711 = -2033395.428355
  nChanged 2
		SP:Iteration 43Q (9044.280000 sec): 3 clusters
  Score: Raw -2036578.973505 + Penalty 3183.396711 = -2033395.576794
  nChanged 1
		SP:Iteration 44Q (9044.320000 sec): 3 clusters
  Score: Raw -2036579.019273 + Penalty 3183.396711 = -2033395.622562
  nChanged 0
		SP:Iteration 45F (9044.380000 sec): 3 clusters
  Score: Raw -2036579.019273 + Penalty 3183.396711 = -2033395.622562
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 15 (33595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9044.490000 sec): 2 clusters
  Score: Raw -3952257.428294 + Penalty 1693.596535 = -3950563.831759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9044.580000 sec): 3 clusters
  Score: Raw -3931409.217603 + Penalty 3387.193071 = -3928022.024533
  nChanged 15579
		SP:Iteration 1F (9044.680000 sec): 3 clusters
  Score: Raw -3940062.778164 + Penalty 3387.193071 = -3936675.585094
  nChanged 1715
		SP:Iteration 2F (9044.770000 sec): 3 clusters
  Score: Raw -3940836.834561 + Penalty 3387.193071 = -3937449.641490
  nChanged 1853
		SP:Iteration 3F (9044.860000 sec): 3 clusters
  Score: Raw -3941739.052385 + Penalty 3387.193071 = -3938351.859314
  nChanged 1884
		SP:Iteration 4F (9044.960000 sec): 3 clusters
  Score: Raw -3942655.615003 + Penalty 3387.193071 = -3939268.421932
  nChanged 1827
		SP:Iteration 5F (9045.060000 sec): 3 clusters
  Score: Raw -3943567.262285 + Penalty 3387.193071 = -3940180.069215
  nChanged 1740
		SP:Iteration 6F (9045.150000 sec): 3 clusters
  Score: Raw -3944418.807881 + Penalty 3387.193071 = -3941031.614810
  nChanged 1639
		SP:Iteration 7Q (9045.240000 sec): 3 clusters
  Score: Raw -3945227.452442 + Penalty 3387.193071 = -3941840.259371
  nChanged 1496
		SP:Iteration 8Q (9045.330000 sec): 3 clusters
  Score: Raw -3945909.641209 + Penalty 3387.193071 = -3942522.448138
  nChanged 1326
		SP:Iteration 9Q (9045.420000 sec): 3 clusters
  Score: Raw -3946518.358576 + Penalty 3387.193071 = -3943131.165505
  nChanged 1182
		SP:Iteration 10Q (9045.520000 sec): 3 clusters
  Score: Raw -3947055.082540 + Penalty 3387.193071 = -3943667.889469
  nChanged 1101
		SP:Iteration 11Q (9045.610000 sec): 3 clusters
  Score: Raw -3947557.905774 + Penalty 3387.193071 = -3944170.712703
  nChanged 999
		SP:Iteration 12Q (9045.700000 sec): 3 clusters
  Score: Raw -3947970.674186 + Penalty 3387.193071 = -3944583.481115
  nChanged 808
		SP:Iteration 13Q (9045.780000 sec): 3 clusters
  Score: Raw -3948257.035281 + Penalty 3387.193071 = -3944869.842210
  nChanged 722
		SP:Iteration 14Q (9045.870000 sec): 3 clusters
  Score: Raw -3948482.416781 + Penalty 3387.193071 = -3945095.223710
  nChanged 587
		SP:Iteration 15Q (9045.960000 sec): 3 clusters
  Score: Raw -3948638.830554 + Penalty 3387.193071 = -3945251.637483
  nChanged 457
		SP:Iteration 16Q (9046.040000 sec): 3 clusters
  Score: Raw -3948754.268678 + Penalty 3387.193071 = -3945367.075607
  nChanged 419
		SP:Iteration 17Q (9046.130000 sec): 3 clusters
  Score: Raw -3948854.396992 + Penalty 3387.193071 = -3945467.203922
  nChanged 391
		SP:Iteration 18Q (9046.220000 sec): 3 clusters
  Score: Raw -3948956.160354 + Penalty 3387.193071 = -3945568.967283
  nChanged 367
		SP:Iteration 19Q (9046.300000 sec): 3 clusters
  Score: Raw -3949048.436190 + Penalty 3387.193071 = -3945661.243119
  nChanged 367
		SP:Iteration 20F (9046.390000 sec): 3 clusters
  Score: Raw -3949141.694704 + Penalty 3387.193071 = -3945754.501633
  nChanged 343
		SP:Iteration 21Q (9046.470000 sec): 3 clusters
  Score: Raw -3949223.548347 + Penalty 3387.193071 = -3945836.355276
  nChanged 338
		SP:Iteration 22Q (9046.560000 sec): 3 clusters
  Score: Raw -3949308.675688 + Penalty 3387.193071 = -3945921.482617
  nChanged 340
		SP:Iteration 23Q (9046.640000 sec): 3 clusters
  Score: Raw -3949396.977074 + Penalty 3387.193071 = -3946009.784003
  nChanged 341
		SP:Iteration 24Q (9046.730000 sec): 3 clusters
  Score: Raw -3949473.839215 + Penalty 3387.193071 = -3946086.646144
  nChanged 275
		SP:Iteration 25Q (9046.820000 sec): 3 clusters
  Score: Raw -3949532.654960 + Penalty 3387.193071 = -3946145.461890
  nChanged 249
		SP:Iteration 26Q (9046.900000 sec): 3 clusters
  Score: Raw -3949586.381878 + Penalty 3387.193071 = -3946199.188807
  nChanged 262
		SP:Iteration 27Q (9046.980000 sec): 3 clusters
  Score: Raw -3949643.898404 + Penalty 3387.193071 = -3946256.705333
  nChanged 275
		SP:Iteration 28Q (9047.060000 sec): 3 clusters
  Score: Raw -3949702.915255 + Penalty 3387.193071 = -3946315.722184
  nChanged 271
		SP:Iteration 29Q (9047.140000 sec): 3 clusters
  Score: Raw -3949758.103365 + Penalty 3387.193071 = -3946370.910294
  nChanged 262
		SP:Iteration 30Q (9047.230000 sec): 3 clusters
  Score: Raw -3949813.857093 + Penalty 3387.193071 = -3946426.664022
  nChanged 275
		SP:Iteration 31Q (9047.310000 sec): 3 clusters
  Score: Raw -3949887.335965 + Penalty 3387.193071 = -3946500.142894
  nChanged 264
		SP:Iteration 32Q (9047.390000 sec): 3 clusters
  Score: Raw -3949946.355163 + Penalty 3387.193071 = -3946559.162093
  nChanged 240
		SP:Iteration 33Q (9047.470000 sec): 3 clusters
  Score: Raw -3949997.976246 + Penalty 3387.193071 = -3946610.783175
  nChanged 250
		SP:Iteration 34Q (9047.550000 sec): 3 clusters
  Score: Raw -3950049.133680 + Penalty 3387.193071 = -3946661.940610
  nChanged 257
		SP:Iteration 35Q (9047.630000 sec): 3 clusters
  Score: Raw -3950106.866722 + Penalty 3387.193071 = -3946719.673651
  nChanged 272
		SP:Iteration 36Q (9047.710000 sec): 3 clusters
  Score: Raw -3950169.530060 + Penalty 3387.193071 = -3946782.336990
  nChanged 276
		SP:Iteration 37Q (9047.790000 sec): 3 clusters
  Score: Raw -3950237.845224 + Penalty 3387.193071 = -3946850.652153
  nChanged 294
		SP:Iteration 38Q (9047.870000 sec): 3 clusters
  Score: Raw -3950308.068065 + Penalty 3387.193071 = -3946920.874994
  nChanged 277
		SP:Iteration 39Q (9047.950000 sec): 3 clusters
  Score: Raw -3950369.201585 + Penalty 3387.193071 = -3946982.008514
  nChanged 260
		SP:Iteration 40F (9048.040000 sec): 3 clusters
  Score: Raw -3950426.687267 + Penalty 3387.193071 = -3947039.494196
  nChanged 252
		SP:Iteration 41Q (9048.120000 sec): 3 clusters
  Score: Raw -3950485.624262 + Penalty 3387.193071 = -3947098.431191
  nChanged 265
		SP:Iteration 42Q (9048.190000 sec): 3 clusters
  Score: Raw -3950553.248514 + Penalty 3387.193071 = -3947166.055444
  nChanged 281
		SP:Iteration 43Q (9048.270000 sec): 3 clusters
  Score: Raw -3950626.051131 + Penalty 3387.193071 = -3947238.858060
  nChanged 281
		SP:Iteration 44Q (9048.340000 sec): 3 clusters
  Score: Raw -3950698.771443 + Penalty 3387.193071 = -3947311.578372
  nChanged 270
		SP:Iteration 45Q (9048.420000 sec): 3 clusters
  Score: Raw -3950762.173906 + Penalty 3387.193071 = -3947374.980836
  nChanged 245
		SP:Iteration 46Q (9048.500000 sec): 3 clusters
  Score: Raw -3950820.099328 + Penalty 3387.193071 = -3947432.906257
  nChanged 237
		SP:Iteration 47Q (9048.570000 sec): 3 clusters
  Score: Raw -3950875.652004 + Penalty 3387.193071 = -3947488.458934
  nChanged 239
		SP:Iteration 48Q (9048.640000 sec): 3 clusters
  Score: Raw -3950940.105688 + Penalty 3387.193071 = -3947552.912617
  nChanged 229
		SP:Iteration 49Q (9048.720000 sec): 3 clusters
  Score: Raw -3951003.785148 + Penalty 3387.193071 = -3947616.592077
  nChanged 227
		SP:Iteration 50Q (9048.790000 sec): 3 clusters
  Score: Raw -3951065.868305 + Penalty 3387.193071 = -3947678.675234
  nChanged 253
		SP:Iteration 51Q (9048.860000 sec): 3 clusters
  Score: Raw -3951146.437417 + Penalty 3387.193071 = -3947759.244346
  nChanged 279
		SP:Iteration 52Q (9048.940000 sec): 3 clusters
  Score: Raw -3951244.284032 + Penalty 3387.193071 = -3947857.090961
  nChanged 270
		SP:Iteration 53Q (9049.000000 sec): 3 clusters
  Score: Raw -3951336.047505 + Penalty 3387.193071 = -3947948.854435
  nChanged 278
		SP:Iteration 54Q (9049.080000 sec): 3 clusters
  Score: Raw -3951441.374603 + Penalty 3387.193071 = -3948054.181533
  nChanged 272
		SP:Iteration 55Q (9049.150000 sec): 3 clusters
  Score: Raw -3951538.319225 + Penalty 3387.193071 = -3948151.126154
  nChanged 253
		SP:Iteration 56Q (9049.220000 sec): 3 clusters
  Score: Raw -3951630.523434 + Penalty 3387.193071 = -3948243.330363
  nChanged 230
		SP:Iteration 57Q (9049.290000 sec): 3 clusters
  Score: Raw -3951715.097515 + Penalty 3387.193071 = -3948327.904444
  nChanged 243
		SP:Iteration 58Q (9049.360000 sec): 3 clusters
  Score: Raw -3951806.748520 + Penalty 3387.193071 = -3948419.555450
  nChanged 236
		SP:Iteration 59Q (9049.420000 sec): 3 clusters
  Score: Raw -3951910.443070 + Penalty 3387.193071 = -3948523.250000
  nChanged 215
		SP:Iteration 60F (9049.510000 sec): 3 clusters
  Score: Raw -3951999.847067 + Penalty 3387.193071 = -3948612.653997
  nChanged 207
		SP:Iteration 61Q (9049.580000 sec): 3 clusters
  Score: Raw -3952091.338732 + Penalty 3387.193071 = -3948704.145662
  nChanged 194
		SP:Iteration 62Q (9049.650000 sec): 3 clusters
  Score: Raw -3952169.426363 + Penalty 3387.193071 = -3948782.233292
  nChanged 156
		SP:Iteration 63Q (9049.720000 sec): 3 clusters
  Score: Raw -3952235.870662 + Penalty 3387.193071 = -3948848.677591
  nChanged 134
		SP:Iteration 64Q (9049.780000 sec): 3 clusters
  Score: Raw -3952293.778498 + Penalty 3387.193071 = -3948906.585427
  nChanged 107
		SP:Iteration 65Q (9049.850000 sec): 3 clusters
  Score: Raw -3952337.055794 + Penalty 3387.193071 = -3948949.862724
  nChanged 82
		SP:Iteration 66Q (9049.910000 sec): 3 clusters
  Score: Raw -3952370.887232 + Penalty 3387.193071 = -3948983.694162
  nChanged 74
		SP:Iteration 67Q (9049.980000 sec): 3 clusters
  Score: Raw -3952400.009989 + Penalty 3387.193071 = -3949012.816918
  nChanged 60
		SP:Iteration 68Q (9050.040000 sec): 3 clusters
  Score: Raw -3952424.519103 + Penalty 3387.193071 = -3949037.326032
  nChanged 54
		SP:Iteration 69Q (9050.110000 sec): 3 clusters
  Score: Raw -3952443.691130 + Penalty 3387.193071 = -3949056.498059
  nChanged 42
		SP:Iteration 70Q (9050.170000 sec): 3 clusters
  Score: Raw -3952458.648548 + Penalty 3387.193071 = -3949071.455477
  nChanged 30
		SP:Iteration 71Q (9050.240000 sec): 3 clusters
  Score: Raw -3952469.302911 + Penalty 3387.193071 = -3949082.109840
  nChanged 21
		SP:Iteration 72Q (9050.300000 sec): 3 clusters
  Score: Raw -3952477.896311 + Penalty 3387.193071 = -3949090.703240
  nChanged 26
		SP:Iteration 73Q (9050.360000 sec): 3 clusters
  Score: Raw -3952486.825911 + Penalty 3387.193071 = -3949099.632840
  nChanged 25
		SP:Iteration 74Q (9050.430000 sec): 3 clusters
  Score: Raw -3952496.893026 + Penalty 3387.193071 = -3949109.699956
  nChanged 32
		SP:Iteration 75Q (9050.490000 sec): 3 clusters
  Score: Raw -3952511.453207 + Penalty 3387.193071 = -3949124.260137
  nChanged 24
		SP:Iteration 76Q (9050.560000 sec): 3 clusters
  Score: Raw -3952520.113057 + Penalty 3387.193071 = -3949132.919986
  nChanged 21
		SP:Iteration 77Q (9050.620000 sec): 3 clusters
  Score: Raw -3952527.052884 + Penalty 3387.193071 = -3949139.859814
  nChanged 12
		SP:Iteration 78Q (9050.680000 sec): 3 clusters
  Score: Raw -3952533.124617 + Penalty 3387.193071 = -3949145.931546
  nChanged 13
		SP:Iteration 79Q (9050.750000 sec): 3 clusters
  Score: Raw -3952537.344635 + Penalty 3387.193071 = -3949150.151564
  nChanged 11
		SP:Iteration 80F (9050.840000 sec): 3 clusters
  Score: Raw -3952541.199640 + Penalty 3387.193071 = -3949154.006569
  nChanged 13
		SP:Iteration 81Q (9050.900000 sec): 3 clusters
  Score: Raw -3952545.345033 + Penalty 3387.193071 = -3949158.151962
  nChanged 14
		SP:Iteration 82Q (9050.960000 sec): 3 clusters
  Score: Raw -3952550.894220 + Penalty 3387.193071 = -3949163.701149
  nChanged 12
		SP:Iteration 83Q (9051.030000 sec): 3 clusters
  Score: Raw -3952553.837420 + Penalty 3387.193071 = -3949166.644349
  nChanged 8
		SP:Iteration 84Q (9051.090000 sec): 3 clusters
  Score: Raw -3952556.479926 + Penalty 3387.193071 = -3949169.286855
  nChanged 3
		SP:Iteration 85Q (9051.160000 sec): 3 clusters
  Score: Raw -3952557.809490 + Penalty 3387.193071 = -3949170.616419
  nChanged 4
		SP:Iteration 86Q (9051.220000 sec): 3 clusters
  Score: Raw -3952558.786181 + Penalty 3387.193071 = -3949171.593110
  nChanged 3
		SP:Iteration 87Q (9051.280000 sec): 3 clusters
  Score: Raw -3952559.498753 + Penalty 3387.193071 = -3949172.305682
  nChanged 2
		SP:Iteration 88Q (9051.350000 sec): 3 clusters
  Score: Raw -3952559.892798 + Penalty 3387.193071 = -3949172.699727
  nChanged 4
		SP:Iteration 89Q (9051.410000 sec): 3 clusters
  Score: Raw -3952561.199123 + Penalty 3387.193071 = -3949174.006052
  nChanged 9
		SP:Iteration 90Q (9051.470000 sec): 3 clusters
  Score: Raw -3952564.621409 + Penalty 3387.193071 = -3949177.428339
  nChanged 11
		SP:Iteration 91Q (9051.540000 sec): 3 clusters
  Score: Raw -3952569.207661 + Penalty 3387.193071 = -3949182.014591
  nChanged 10
		SP:Iteration 92Q (9051.600000 sec): 3 clusters
  Score: Raw -3952572.577525 + Penalty 3387.193071 = -3949185.384454
  nChanged 7
		SP:Iteration 93Q (9051.660000 sec): 3 clusters
  Score: Raw -3952574.455300 + Penalty 3387.193071 = -3949187.262230
  nChanged 8
		SP:Iteration 94Q (9051.730000 sec): 3 clusters
  Score: Raw -3952577.017271 + Penalty 3387.193071 = -3949189.824200
  nChanged 8
		SP:Iteration 95Q (9051.790000 sec): 3 clusters
  Score: Raw -3952580.259663 + Penalty 3387.193071 = -3949193.066593
  nChanged 10
		SP:Iteration 96Q (9051.860000 sec): 3 clusters
  Score: Raw -3952584.694972 + Penalty 3387.193071 = -3949197.501901
  nChanged 14
		SP:Iteration 97Q (9051.920000 sec): 3 clusters
  Score: Raw -3952589.854314 + Penalty 3387.193071 = -3949202.661244
  nChanged 9
		SP:Iteration 98Q (9051.980000 sec): 3 clusters
  Score: Raw -3952592.291473 + Penalty 3387.193071 = -3949205.098403
  nChanged 7
		SP:Iteration 99Q (9052.050000 sec): 3 clusters
  Score: Raw -3952595.168578 + Penalty 3387.193071 = -3949207.975508
  nChanged 11
		SP:Iteration 100F (9052.140000 sec): 3 clusters
  Score: Raw -3952601.244762 + Penalty 3387.193071 = -3949214.051691
  nChanged 7
		SP:Iteration 101Q (9052.200000 sec): 3 clusters
  Score: Raw -3952604.798827 + Penalty 3387.193071 = -3949217.605757
  nChanged 5
		SP:Iteration 102Q (9052.260000 sec): 3 clusters
  Score: Raw -3952606.423759 + Penalty 3387.193071 = -3949219.230689
  nChanged 3
		SP:Iteration 103Q (9052.320000 sec): 3 clusters
  Score: Raw -3952607.062104 + Penalty 3387.193071 = -3949219.869033
  nChanged 1
		SP:Iteration 104Q (9052.390000 sec): 3 clusters
  Score: Raw -3952607.237767 + Penalty 3387.193071 = -3949220.044697
  nChanged 1
		SP:Iteration 105Q (9052.450000 sec): 3 clusters
  Score: Raw -3952607.516208 + Penalty 3387.193071 = -3949220.323138
  nChanged 3
		SP:Iteration 106Q (9052.520000 sec): 3 clusters
  Score: Raw -3952608.653573 + Penalty 3387.193071 = -3949221.460502
  nChanged 3
		SP:Iteration 107Q (9052.580000 sec): 3 clusters
  Score: Raw -3952609.440070 + Penalty 3387.193071 = -3949222.246999
  nChanged 1
		SP:Iteration 108Q (9052.640000 sec): 3 clusters
  Score: Raw -3952609.621267 + Penalty 3387.193071 = -3949222.428196
  nChanged 1
		SP:Iteration 109Q (9052.710000 sec): 3 clusters
  Score: Raw -3952609.991031 + Penalty 3387.193071 = -3949222.797960
  nChanged 1
		SP:Iteration 110Q (9052.770000 sec): 3 clusters
  Score: Raw -3952610.370380 + Penalty 3387.193071 = -3949223.177309
  nChanged 1
		SP:Iteration 111Q (9052.830000 sec): 3 clusters
  Score: Raw -3952610.951514 + Penalty 3387.193071 = -3949223.758443
  nChanged 2
		SP:Iteration 112Q (9052.900000 sec): 3 clusters
  Score: Raw -3952611.645286 + Penalty 3387.193071 = -3949224.452215
  nChanged 2
		SP:Iteration 113Q (9052.960000 sec): 3 clusters
  Score: Raw -3952612.173449 + Penalty 3387.193071 = -3949224.980379
  nChanged 1
		SP:Iteration 114Q (9053.020000 sec): 3 clusters
  Score: Raw -3952612.411315 + Penalty 3387.193071 = -3949225.218244
  nChanged 0
		SP:Iteration 115F (9053.110000 sec): 3 clusters
  Score: Raw -3952612.411315 + Penalty 3387.193071 = -3949225.218244
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 16 (6064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9053.150000 sec): 2 clusters
  Score: Raw -670544.114673 + Penalty 1415.395301 = -669128.719372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9053.170000 sec): 3 clusters
  Score: Raw -667357.292121 + Penalty 2830.790601 = -664526.501520
  nChanged 2447
		SP:Iteration 1F (9053.180000 sec): 3 clusters
  Score: Raw -668758.766464 + Penalty 2830.790601 = -665927.975863
  nChanged 453
		SP:Iteration 2F (9053.200000 sec): 3 clusters
  Score: Raw -669054.135541 + Penalty 2830.790601 = -666223.344940
  nChanged 405
		SP:Iteration 3F (9053.220000 sec): 3 clusters
  Score: Raw -669365.572632 + Penalty 2830.790601 = -666534.782030
  nChanged 413
		SP:Iteration 4F (9053.230000 sec): 3 clusters
  Score: Raw -669671.599473 + Penalty 2830.790601 = -666840.808871
  nChanged 372
		SP:Iteration 5F (9053.240000 sec): 3 clusters
  Score: Raw -669940.466291 + Penalty 2830.790601 = -667109.675689
  nChanged 319
		SP:Iteration 6F (9053.260000 sec): 3 clusters
  Score: Raw -670176.889363 + Penalty 2830.790601 = -667346.098762
  nChanged 281
		SP:Iteration 7Q (9053.280000 sec): 3 clusters
  Score: Raw -670370.927727 + Penalty 2830.790601 = -667540.137126
  nChanged 241
		SP:Iteration 8Q (9053.290000 sec): 3 clusters
  Score: Raw -670520.004820 + Penalty 2830.790601 = -667689.214219
  nChanged 196
		SP:Iteration 9Q (9053.300000 sec): 3 clusters
  Score: Raw -670628.498147 + Penalty 2830.790601 = -667797.707546
  nChanged 150
		SP:Iteration 10Q (9053.320000 sec): 3 clusters
  Score: Raw -670700.350562 + Penalty 2830.790601 = -667869.559961
  nChanged 110
		SP:Iteration 11Q (9053.340000 sec): 3 clusters
  Score: Raw -670747.691773 + Penalty 2830.790601 = -667916.901172
  nChanged 83
		SP:Iteration 12Q (9053.350000 sec): 3 clusters
  Score: Raw -670778.700778 + Penalty 2830.790601 = -667947.910176
  nChanged 43
		SP:Iteration 13Q (9053.370000 sec): 3 clusters
  Score: Raw -670791.418287 + Penalty 2830.790601 = -667960.627685
  nChanged 39
		SP:Iteration 14Q (9053.380000 sec): 3 clusters
  Score: Raw -670803.507905 + Penalty 2830.790601 = -667972.717303
  nChanged 43
		SP:Iteration 15Q (9053.400000 sec): 3 clusters
  Score: Raw -670819.067018 + Penalty 2830.790601 = -667988.276417
  nChanged 47
		SP:Iteration 16Q (9053.410000 sec): 3 clusters
  Score: Raw -670838.884498 + Penalty 2830.790601 = -668008.093897
  nChanged 48
		SP:Iteration 17Q (9053.430000 sec): 3 clusters
  Score: Raw -670858.964178 + Penalty 2830.790601 = -668028.173577
  nChanged 51
		SP:Iteration 18Q (9053.440000 sec): 3 clusters
  Score: Raw -670874.804274 + Penalty 2830.790601 = -668044.013672
  nChanged 33
		SP:Iteration 19Q (9053.460000 sec): 3 clusters
  Score: Raw -670886.073872 + Penalty 2830.790601 = -668055.283271
  nChanged 29
		SP:Iteration 20F (9053.470000 sec): 3 clusters
  Score: Raw -670897.086273 + Penalty 2830.790601 = -668066.295672
  nChanged 35
		SP:Iteration 21Q (9053.480000 sec): 3 clusters
  Score: Raw -670910.590974 + Penalty 2830.790601 = -668079.800373
  nChanged 34
		SP:Iteration 22Q (9053.500000 sec): 3 clusters
  Score: Raw -670922.812589 + Penalty 2830.790601 = -668092.021988
  nChanged 35
		SP:Iteration 23Q (9053.520000 sec): 3 clusters
  Score: Raw -670933.431418 + Penalty 2830.790601 = -668102.640816
  nChanged 24
		SP:Iteration 24Q (9053.530000 sec): 3 clusters
  Score: Raw -670940.946984 + Penalty 2830.790601 = -668110.156383
  nChanged 24
		SP:Iteration 25Q (9053.540000 sec): 3 clusters
  Score: Raw -670948.333174 + Penalty 2830.790601 = -668117.542572
  nChanged 21
		SP:Iteration 26Q (9053.560000 sec): 3 clusters
  Score: Raw -670955.965289 + Penalty 2830.790601 = -668125.174688
  nChanged 18
		SP:Iteration 27Q (9053.580000 sec): 3 clusters
  Score: Raw -670960.408749 + Penalty 2830.790601 = -668129.618148
  nChanged 15
		SP:Iteration 28Q (9053.590000 sec): 3 clusters
  Score: Raw -670964.625849 + Penalty 2830.790601 = -668133.835248
  nChanged 18
		SP:Iteration 29Q (9053.600000 sec): 3 clusters
  Score: Raw -670970.589632 + Penalty 2830.790601 = -668139.799031
  nChanged 14
		SP:Iteration 30Q (9053.620000 sec): 3 clusters
  Score: Raw -670974.984998 + Penalty 2830.790601 = -668144.194397
  nChanged 12
		SP:Iteration 31Q (9053.630000 sec): 3 clusters
  Score: Raw -670978.471625 + Penalty 2830.790601 = -668147.681023
  nChanged 17
		SP:Iteration 32Q (9053.650000 sec): 3 clusters
  Score: Raw -670982.588171 + Penalty 2830.790601 = -668151.797569
  nChanged 15
		SP:Iteration 33Q (9053.660000 sec): 3 clusters
  Score: Raw -670986.641985 + Penalty 2830.790601 = -668155.851384
  nChanged 17
		SP:Iteration 34Q (9053.680000 sec): 3 clusters
  Score: Raw -670992.175347 + Penalty 2830.790601 = -668161.384746
  nChanged 21
		SP:Iteration 35Q (9053.690000 sec): 3 clusters
  Score: Raw -670996.689977 + Penalty 2830.790601 = -668165.899375
  nChanged 15
		SP:Iteration 36Q (9053.700000 sec): 3 clusters
  Score: Raw -670999.597585 + Penalty 2830.790601 = -668168.806983
  nChanged 8
		SP:Iteration 37Q (9053.720000 sec): 3 clusters
  Score: Raw -671001.732740 + Penalty 2830.790601 = -668170.942138
  nChanged 9
		SP:Iteration 38Q (9053.730000 sec): 3 clusters
  Score: Raw -671004.402727 + Penalty 2830.790601 = -668173.612126
  nChanged 10
		SP:Iteration 39Q (9053.750000 sec): 3 clusters
  Score: Raw -671007.284389 + Penalty 2830.790601 = -668176.493787
  nChanged 12
		SP:Iteration 40F (9053.760000 sec): 3 clusters
  Score: Raw -671011.324282 + Penalty 2830.790601 = -668180.533681
  nChanged 13
		SP:Iteration 41Q (9053.780000 sec): 3 clusters
  Score: Raw -671015.053676 + Penalty 2830.790601 = -668184.263075
  nChanged 19
		SP:Iteration 42Q (9053.790000 sec): 3 clusters
  Score: Raw -671024.915625 + Penalty 2830.790601 = -668194.125023
  nChanged 24
		SP:Iteration 43Q (9053.800000 sec): 3 clusters
  Score: Raw -671032.428271 + Penalty 2830.790601 = -668201.637669
  nChanged 15
		SP:Iteration 44Q (9053.820000 sec): 3 clusters
  Score: Raw -671038.319820 + Penalty 2830.790601 = -668207.529219
  nChanged 20
		SP:Iteration 45Q (9053.830000 sec): 3 clusters
  Score: Raw -671047.164482 + Penalty 2830.790601 = -668216.373880
  nChanged 23
		SP:Iteration 46Q (9053.850000 sec): 3 clusters
  Score: Raw -671054.697415 + Penalty 2830.790601 = -668223.906813
  nChanged 25
		SP:Iteration 47Q (9053.860000 sec): 3 clusters
  Score: Raw -671060.622572 + Penalty 2830.790601 = -668229.831971
  nChanged 18
		SP:Iteration 48Q (9053.880000 sec): 3 clusters
  Score: Raw -671065.249862 + Penalty 2830.790601 = -668234.459260
  nChanged 14
		SP:Iteration 49Q (9053.890000 sec): 3 clusters
  Score: Raw -671067.812199 + Penalty 2830.790601 = -668237.021598
  nChanged 5
		SP:Iteration 50Q (9053.900000 sec): 3 clusters
  Score: Raw -671068.553914 + Penalty 2830.790601 = -668237.763313
  nChanged 6
		SP:Iteration 51Q (9053.920000 sec): 3 clusters
  Score: Raw -671069.425433 + Penalty 2830.790601 = -668238.634832
  nChanged 3
		SP:Iteration 52Q (9053.930000 sec): 3 clusters
  Score: Raw -671070.086292 + Penalty 2830.790601 = -668239.295691
  nChanged 5
		SP:Iteration 53Q (9053.950000 sec): 3 clusters
  Score: Raw -671070.967568 + Penalty 2830.790601 = -668240.176967
  nChanged 5
		SP:Iteration 54Q (9053.960000 sec): 3 clusters
  Score: Raw -671071.662056 + Penalty 2830.790601 = -668240.871455
  nChanged 4
		SP:Iteration 55Q (9053.980000 sec): 3 clusters
  Score: Raw -671072.694082 + Penalty 2830.790601 = -668241.903481
  nChanged 2
		SP:Iteration 56Q (9053.990000 sec): 3 clusters
  Score: Raw -671073.223364 + Penalty 2830.790601 = -668242.432762
  nChanged 4
		SP:Iteration 57Q (9054.000000 sec): 3 clusters
  Score: Raw -671073.749984 + Penalty 2830.790601 = -668242.959382
  nChanged 2
		SP:Iteration 58Q (9054.020000 sec): 3 clusters
  Score: Raw -671073.997323 + Penalty 2830.790601 = -668243.206721
  nChanged 3
		SP:Iteration 59Q (9054.030000 sec): 3 clusters
  Score: Raw -671074.784271 + Penalty 2830.790601 = -668243.993670
  nChanged 3
		SP:Iteration 60F (9054.050000 sec): 3 clusters
  Score: Raw -671075.428380 + Penalty 2830.790601 = -668244.637778
  nChanged 1
		SP:Iteration 61Q (9054.060000 sec): 3 clusters
  Score: Raw -671075.596987 + Penalty 2830.790601 = -668244.806385
  nChanged 1
		SP:Iteration 62Q (9054.080000 sec): 3 clusters
  Score: Raw -671075.797671 + Penalty 2830.790601 = -668245.007069
  nChanged 2
		SP:Iteration 63Q (9054.090000 sec): 3 clusters
  Score: Raw -671076.140955 + Penalty 2830.790601 = -668245.350354
  nChanged 2
		SP:Iteration 64Q (9054.100000 sec): 3 clusters
  Score: Raw -671076.394037 + Penalty 2830.790601 = -668245.603436
  nChanged 0
		SP:Iteration 65F (9054.120000 sec): 3 clusters
  Score: Raw -671076.394037 + Penalty 2830.790601 = -668245.603436
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 17 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9054.130000 sec): 2 clusters
  Score: Raw -102597.866436 + Penalty 1103.755969 = -101494.110466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9054.130000 sec): 3 clusters
  Score: Raw -102330.871345 + Penalty 2207.511939 = -100123.359406
  nChanged 237
		SP:Iteration 1F (9054.140000 sec): 3 clusters
  Score: Raw -102554.516581 + Penalty 2207.511939 = -100347.004642
  nChanged 62
		SP:Iteration 2F (9054.140000 sec): 3 clusters
  Score: Raw -102610.950935 + Penalty 2207.511939 = -100403.438996
  nChanged 24
		SP:Iteration 3Q (9054.140000 sec): 3 clusters
  Score: Raw -102649.120234 + Penalty 2207.511939 = -100441.608295
  nChanged 16
		SP:Iteration 4Q (9054.150000 sec): 3 clusters
  Score: Raw -102663.894684 + Penalty 2207.511939 = -100456.382745
  nChanged 12
		SP:Iteration 5Q (9054.150000 sec): 3 clusters
  Score: Raw -102681.714709 + Penalty 2207.511939 = -100474.202770
  nChanged 14
		SP:Iteration 6Q (9054.150000 sec): 3 clusters
  Score: Raw -102705.071665 + Penalty 2207.511939 = -100497.559726
  nChanged 21
		SP:Iteration 7Q (9054.160000 sec): 3 clusters
  Score: Raw -102728.232339 + Penalty 2207.511939 = -100520.720401
  nChanged 11
		SP:Iteration 8Q (9054.160000 sec): 3 clusters
  Score: Raw -102746.017510 + Penalty 2207.511939 = -100538.505571
  nChanged 14
		SP:Iteration 9Q (9054.160000 sec): 3 clusters
  Score: Raw -102760.362027 + Penalty 2207.511939 = -100552.850088
  nChanged 10
		SP:Iteration 10Q (9054.170000 sec): 3 clusters
  Score: Raw -102771.430395 + Penalty 2207.511939 = -100563.918456
  nChanged 11
		SP:Iteration 11Q (9054.170000 sec): 3 clusters
  Score: Raw -102782.063359 + Penalty 2207.511939 = -100574.551420
  nChanged 6
		SP:Iteration 12Q (9054.170000 sec): 3 clusters
  Score: Raw -102786.603511 + Penalty 2207.511939 = -100579.091572
  nChanged 3
		SP:Iteration 13Q (9054.170000 sec): 3 clusters
  Score: Raw -102789.514071 + Penalty 2207.511939 = -100582.002132
  nChanged 1
		SP:Iteration 14Q (9054.170000 sec): 3 clusters
  Score: Raw -102790.565863 + Penalty 2207.511939 = -100583.053924
  nChanged 2
		SP:Iteration 15Q (9054.180000 sec): 3 clusters
  Score: Raw -102798.084414 + Penalty 2207.511939 = -100590.572475
  nChanged 9
		SP:Iteration 16Q (9054.180000 sec): 3 clusters
  Score: Raw -102808.264214 + Penalty 2207.511939 = -100600.752275
  nChanged 9
		SP:Iteration 17Q (9054.180000 sec): 3 clusters
  Score: Raw -102818.287536 + Penalty 2207.511939 = -100610.775597
  nChanged 9
		SP:Iteration 18Q (9054.180000 sec): 3 clusters
  Score: Raw -102835.285564 + Penalty 2207.511939 = -100627.773625
  nChanged 6
		SP:Iteration 19Q (9054.190000 sec): 3 clusters
  Score: Raw -102846.014680 + Penalty 2207.511939 = -100638.502741
  nChanged 8
		SP:Iteration 20F (9054.190000 sec): 3 clusters
  Score: Raw -102863.858695 + Penalty 2207.511939 = -100656.346756
  nChanged 11
		SP:Iteration 21Q (9054.190000 sec): 3 clusters
  Score: Raw -102885.688440 + Penalty 2207.511939 = -100678.176501
  nChanged 14
		SP:Iteration 22Q (9054.190000 sec): 3 clusters
  Score: Raw -102900.824433 + Penalty 2207.511939 = -100693.312494
  nChanged 15
		SP:Iteration 23Q (9054.190000 sec): 3 clusters
  Score: Raw -102919.935936 + Penalty 2207.511939 = -100712.423997
  nChanged 11
		SP:Iteration 24Q (9054.190000 sec): 3 clusters
  Score: Raw -102939.565991 + Penalty 2207.511939 = -100732.054052
  nChanged 7
		SP:Iteration 25Q (9054.200000 sec): 3 clusters
  Score: Raw -102951.138460 + Penalty 2207.511939 = -100743.626521
  nChanged 6
		SP:Iteration 26Q (9054.200000 sec): 3 clusters
  Score: Raw -102956.064672 + Penalty 2207.511939 = -100748.552734
  nChanged 4
		SP:Iteration 27Q (9054.200000 sec): 3 clusters
  Score: Raw -102960.195830 + Penalty 2207.511939 = -100752.683891
  nChanged 6
		SP:Iteration 28Q (9054.210000 sec): 3 clusters
  Score: Raw -102965.299274 + Penalty 2207.511939 = -100757.787335
  nChanged 6
		SP:Iteration 29Q (9054.210000 sec): 3 clusters
  Score: Raw -102968.552094 + Penalty 2207.511939 = -100761.040155
  nChanged 5
		SP:Iteration 30Q (9054.210000 sec): 3 clusters
  Score: Raw -102972.184972 + Penalty 2207.511939 = -100764.673033
  nChanged 6
		SP:Iteration 31Q (9054.210000 sec): 3 clusters
  Score: Raw -102979.278618 + Penalty 2207.511939 = -100771.766679
  nChanged 7
		SP:Iteration 32Q (9054.210000 sec): 3 clusters
  Score: Raw -102986.723764 + Penalty 2207.511939 = -100779.211825
  nChanged 3
		SP:Iteration 33Q (9054.210000 sec): 3 clusters
  Score: Raw -102990.702733 + Penalty 2207.511939 = -100783.190795
  nChanged 7
		SP:Iteration 34Q (9054.220000 sec): 3 clusters
  Score: Raw -102998.117534 + Penalty 2207.511939 = -100790.605595
  nChanged 6
		SP:Iteration 35Q (9054.220000 sec): 3 clusters
  Score: Raw -103008.275000 + Penalty 2207.511939 = -100800.763062
  nChanged 7
		SP:Iteration 36Q (9054.220000 sec): 3 clusters
  Score: Raw -103015.077183 + Penalty 2207.511939 = -100807.565244
  nChanged 5
		SP:Iteration 37Q (9054.220000 sec): 3 clusters
  Score: Raw -103021.488166 + Penalty 2207.511939 = -100813.976227
  nChanged 4
		SP:Iteration 38Q (9054.230000 sec): 3 clusters
  Score: Raw -103026.273873 + Penalty 2207.511939 = -100818.761934
  nChanged 5
		SP:Iteration 39Q (9054.230000 sec): 3 clusters
  Score: Raw -103032.203693 + Penalty 2207.511939 = -100824.691754
  nChanged 4
		SP:Iteration 40F (9054.230000 sec): 3 clusters
  Score: Raw -103035.706786 + Penalty 2207.511939 = -100828.194847
  nChanged 4
		SP:Iteration 41Q (9054.230000 sec): 3 clusters
  Score: Raw -103038.781802 + Penalty 2207.511939 = -100831.269863
  nChanged 3
		SP:Iteration 42Q (9054.230000 sec): 3 clusters
  Score: Raw -103041.076974 + Penalty 2207.511939 = -100833.565035
  nChanged 1
		SP:Iteration 43Q (9054.230000 sec): 3 clusters
  Score: Raw -103041.798509 + Penalty 2207.511939 = -100834.286570
  nChanged 0
		SP:Iteration 44F (9054.240000 sec): 3 clusters
  Score: Raw -103041.798509 + Penalty 2207.511939 = -100834.286570
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 18 (19509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9054.310000 sec): 2 clusters
  Score: Raw -2220502.259909 + Penalty 1605.277566 = -2218896.982343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9054.370000 sec): 3 clusters
  Score: Raw -2208835.855376 + Penalty 3210.555132 = -2205625.300244
  nChanged 8817
		SP:Iteration 1F (9054.420000 sec): 3 clusters
  Score: Raw -2213696.011642 + Penalty 3210.555132 = -2210485.456509
  nChanged 1073
		SP:Iteration 2F (9054.470000 sec): 3 clusters
  Score: Raw -2214152.049535 + Penalty 3210.555132 = -2210941.494403
  nChanged 965
		SP:Iteration 3Q (9054.520000 sec): 3 clusters
  Score: Raw -2214576.396729 + Penalty 3210.555132 = -2211365.841597
  nChanged 948
		SP:Iteration 4Q (9054.570000 sec): 3 clusters
  Score: Raw -2214992.866411 + Penalty 3210.555132 = -2211782.311278
  nChanged 891
		SP:Iteration 5Q (9054.630000 sec): 3 clusters
  Score: Raw -2215435.420930 + Penalty 3210.555132 = -2212224.865797
  nChanged 902
		SP:Iteration 6Q (9054.680000 sec): 3 clusters
  Score: Raw -2215939.330948 + Penalty 3210.555132 = -2212728.775815
  nChanged 949
		SP:Iteration 7Q (9054.730000 sec): 3 clusters
  Score: Raw -2216486.893434 + Penalty 3210.555132 = -2213276.338302
  nChanged 930
		SP:Iteration 8Q (9054.780000 sec): 3 clusters
  Score: Raw -2217073.515789 + Penalty 3210.555132 = -2213862.960656
  nChanged 927
		SP:Iteration 9Q (9054.830000 sec): 3 clusters
  Score: Raw -2217708.910281 + Penalty 3210.555132 = -2214498.355149
  nChanged 912
		SP:Iteration 10Q (9054.880000 sec): 3 clusters
  Score: Raw -2218374.452876 + Penalty 3210.555132 = -2215163.897744
  nChanged 823
		SP:Iteration 11Q (9054.930000 sec): 3 clusters
  Score: Raw -2219006.763595 + Penalty 3210.555132 = -2215796.208463
  nChanged 714
		SP:Iteration 12Q (9054.980000 sec): 3 clusters
  Score: Raw -2219556.268051 + Penalty 3210.555132 = -2216345.712919
  nChanged 522
		SP:Iteration 13Q (9055.020000 sec): 3 clusters
  Score: Raw -2219960.598119 + Penalty 3210.555132 = -2216750.042986
  nChanged 363
		SP:Iteration 14Q (9055.070000 sec): 3 clusters
  Score: Raw -2220225.778173 + Penalty 3210.555132 = -2217015.223041
  nChanged 227
		SP:Iteration 15Q (9055.110000 sec): 3 clusters
  Score: Raw -2220402.969503 + Penalty 3210.555132 = -2217192.414371
  nChanged 148
		SP:Iteration 16Q (9055.150000 sec): 3 clusters
  Score: Raw -2220526.175786 + Penalty 3210.555132 = -2217315.620653
  nChanged 87
		SP:Iteration 17Q (9055.190000 sec): 3 clusters
  Score: Raw -2220599.173146 + Penalty 3210.555132 = -2217388.618014
  nChanged 62
		SP:Iteration 18Q (9055.230000 sec): 3 clusters
  Score: Raw -2220647.810748 + Penalty 3210.555132 = -2217437.255616
  nChanged 31
		SP:Iteration 19Q (9055.260000 sec): 3 clusters
  Score: Raw -2220675.259610 + Penalty 3210.555132 = -2217464.704477
  nChanged 30
		SP:Iteration 20F (9055.310000 sec): 3 clusters
  Score: Raw -2220699.698807 + Penalty 3210.555132 = -2217489.143675
  nChanged 14
		SP:Iteration 21Q (9055.350000 sec): 3 clusters
  Score: Raw -2220713.166619 + Penalty 3210.555132 = -2217502.611487
  nChanged 13
		SP:Iteration 22Q (9055.390000 sec): 3 clusters
  Score: Raw -2220728.945014 + Penalty 3210.555132 = -2217518.389882
  nChanged 9
		SP:Iteration 23Q (9055.420000 sec): 3 clusters
  Score: Raw -2220743.958555 + Penalty 3210.555132 = -2217533.403423
  nChanged 6
		SP:Iteration 24Q (9055.460000 sec): 3 clusters
  Score: Raw -2220752.840426 + Penalty 3210.555132 = -2217542.285293
  nChanged 6
		SP:Iteration 25Q (9055.500000 sec): 3 clusters
  Score: Raw -2220760.466310 + Penalty 3210.555132 = -2217549.911177
  nChanged 3
		SP:Iteration 26Q (9055.530000 sec): 3 clusters
  Score: Raw -2220764.482475 + Penalty 3210.555132 = -2217553.927342
  nChanged 3
		SP:Iteration 27Q (9055.570000 sec): 3 clusters
  Score: Raw -2220766.140666 + Penalty 3210.555132 = -2217555.585534
  nChanged 1
		SP:Iteration 28Q (9055.610000 sec): 3 clusters
  Score: Raw -2220766.620008 + Penalty 3210.555132 = -2217556.064875
  nChanged 2
		SP:Iteration 29Q (9055.640000 sec): 3 clusters
  Score: Raw -2220768.351092 + Penalty 3210.555132 = -2217557.795960
  nChanged 0
		SP:Iteration 30F (9055.690000 sec): 3 clusters
  Score: Raw -2220768.351092 + Penalty 3210.555132 = -2217557.795960
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 19 (5651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9055.720000 sec): 2 clusters
  Score: Raw -598276.180867 + Penalty 1403.933017 = -596872.247849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9055.740000 sec): 3 clusters
  Score: Raw -595316.744742 + Penalty 2807.866035 = -592508.878707
  nChanged 2349
		SP:Iteration 1F (9055.750000 sec): 3 clusters
  Score: Raw -596571.593414 + Penalty 2807.866035 = -593763.727379
  nChanged 442
		SP:Iteration 2F (9055.770000 sec): 3 clusters
  Score: Raw -596914.221006 + Penalty 2807.866035 = -594106.354971
  nChanged 402
		SP:Iteration 3F (9055.780000 sec): 3 clusters
  Score: Raw -597309.034485 + Penalty 2807.866035 = -594501.168450
  nChanged 398
		SP:Iteration 4F (9055.800000 sec): 3 clusters
  Score: Raw -597713.167055 + Penalty 2807.866035 = -594905.301020
  nChanged 387
		SP:Iteration 5F (9055.810000 sec): 3 clusters
  Score: Raw -598016.673784 + Penalty 2807.866035 = -595208.807749
  nChanged 317
		SP:Iteration 6F (9055.830000 sec): 3 clusters
  Score: Raw -598244.920569 + Penalty 2807.866035 = -595437.054534
  nChanged 272
		SP:Iteration 7Q (9055.840000 sec): 3 clusters
  Score: Raw -598427.864281 + Penalty 2807.866035 = -595619.998246
  nChanged 219
		SP:Iteration 8Q (9055.850000 sec): 3 clusters
  Score: Raw -598542.841995 + Penalty 2807.866035 = -595734.975960
  nChanged 147
		SP:Iteration 9Q (9055.870000 sec): 3 clusters
  Score: Raw -598616.125806 + Penalty 2807.866035 = -595808.259771
  nChanged 122
		SP:Iteration 10Q (9055.880000 sec): 3 clusters
  Score: Raw -598670.732079 + Penalty 2807.866035 = -595862.866044
  nChanged 94
		SP:Iteration 11Q (9055.890000 sec): 3 clusters
  Score: Raw -598708.797505 + Penalty 2807.866035 = -595900.931470
  nChanged 76
		SP:Iteration 12Q (9055.910000 sec): 3 clusters
  Score: Raw -598739.185620 + Penalty 2807.866035 = -595931.319585
  nChanged 47
		SP:Iteration 13Q (9055.920000 sec): 3 clusters
  Score: Raw -598757.624789 + Penalty 2807.866035 = -595949.758754
  nChanged 50
		SP:Iteration 14Q (9055.930000 sec): 3 clusters
  Score: Raw -598774.902834 + Penalty 2807.866035 = -595967.036799
  nChanged 42
		SP:Iteration 15Q (9055.950000 sec): 3 clusters
  Score: Raw -598789.772968 + Penalty 2807.866035 = -595981.906933
  nChanged 42
		SP:Iteration 16Q (9055.960000 sec): 3 clusters
  Score: Raw -598806.112779 + Penalty 2807.866035 = -595998.246744
  nChanged 37
		SP:Iteration 17Q (9055.970000 sec): 3 clusters
  Score: Raw -598818.968975 + Penalty 2807.866035 = -596011.102940
  nChanged 34
		SP:Iteration 18Q (9055.990000 sec): 3 clusters
  Score: Raw -598829.900968 + Penalty 2807.866035 = -596022.034934
  nChanged 31
		SP:Iteration 19Q (9056.000000 sec): 3 clusters
  Score: Raw -598838.152417 + Penalty 2807.866035 = -596030.286382
  nChanged 22
		SP:Iteration 20F (9056.010000 sec): 3 clusters
  Score: Raw -598842.964153 + Penalty 2807.866035 = -596035.098118
  nChanged 13
		SP:Iteration 21Q (9056.030000 sec): 3 clusters
  Score: Raw -598845.103472 + Penalty 2807.866035 = -596037.237437
  nChanged 11
		SP:Iteration 22Q (9056.040000 sec): 3 clusters
  Score: Raw -598846.893030 + Penalty 2807.866035 = -596039.026995
  nChanged 9
		SP:Iteration 23Q (9056.050000 sec): 3 clusters
  Score: Raw -598848.409546 + Penalty 2807.866035 = -596040.543511
  nChanged 5
		SP:Iteration 24Q (9056.070000 sec): 3 clusters
  Score: Raw -598848.982572 + Penalty 2807.866035 = -596041.116538
  nChanged 5
		SP:Iteration 25Q (9056.080000 sec): 3 clusters
  Score: Raw -598850.233690 + Penalty 2807.866035 = -596042.367655
  nChanged 5
		SP:Iteration 26Q (9056.090000 sec): 3 clusters
  Score: Raw -598850.969688 + Penalty 2807.866035 = -596043.103653
  nChanged 4
		SP:Iteration 27Q (9056.110000 sec): 3 clusters
  Score: Raw -598851.828241 + Penalty 2807.866035 = -596043.962206
  nChanged 6
		SP:Iteration 28Q (9056.120000 sec): 3 clusters
  Score: Raw -598852.598441 + Penalty 2807.866035 = -596044.732406
  nChanged 2
		SP:Iteration 29Q (9056.130000 sec): 3 clusters
  Score: Raw -598852.889267 + Penalty 2807.866035 = -596045.023232
  nChanged 1
		SP:Iteration 30Q (9056.150000 sec): 3 clusters
  Score: Raw -598853.084530 + Penalty 2807.866035 = -596045.218495
  nChanged 1
		SP:Iteration 31Q (9056.160000 sec): 3 clusters
  Score: Raw -598853.182207 + Penalty 2807.866035 = -596045.316172
  nChanged 0
		SP:Iteration 32F (9056.170000 sec): 3 clusters
  Score: Raw -598853.182207 + Penalty 2807.866035 = -596045.316172
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 20 (8605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9056.200000 sec): 2 clusters
  Score: Raw -1005362.120236 + Penalty 1472.266040 = -1003889.854196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9056.230000 sec): 3 clusters
  Score: Raw -1000548.374832 + Penalty 2944.532080 = -997603.842751
  nChanged 3690
		SP:Iteration 1F (9056.250000 sec): 3 clusters
  Score: Raw -1002495.811737 + Penalty 2944.532080 = -999551.279657
  nChanged 525
		SP:Iteration 2F (9056.270000 sec): 3 clusters
  Score: Raw -1002701.255316 + Penalty 2944.532080 = -999756.723236
  nChanged 387
		SP:Iteration 3Q (9056.290000 sec): 3 clusters
  Score: Raw -1002845.373681 + Penalty 2944.532080 = -999900.841601
  nChanged 332
		SP:Iteration 4Q (9056.320000 sec): 3 clusters
  Score: Raw -1002974.328616 + Penalty 2944.532080 = -1000029.796536
  nChanged 343
		SP:Iteration 5Q (9056.340000 sec): 3 clusters
  Score: Raw -1003122.234887 + Penalty 2944.532080 = -1000177.702807
  nChanged 358
		SP:Iteration 6Q (9056.360000 sec): 3 clusters
  Score: Raw -1003284.141421 + Penalty 2944.532080 = -1000339.609341
  nChanged 359
		SP:Iteration 7Q (9056.380000 sec): 3 clusters
  Score: Raw -1003465.407826 + Penalty 2944.532080 = -1000520.875746
  nChanged 376
		SP:Iteration 8Q (9056.410000 sec): 3 clusters
  Score: Raw -1003682.845345 + Penalty 2944.532080 = -1000738.313264
  nChanged 431
		SP:Iteration 9F (9056.430000 sec): 3 clusters
  Score: Raw -1003966.101240 + Penalty 2944.532080 = -1001021.569160
  nChanged 416
		SP:Iteration 10Q (9056.450000 sec): 3 clusters
  Score: Raw -1004259.341431 + Penalty 2944.532080 = -1001314.809351
  nChanged 373
		SP:Iteration 11Q (9056.470000 sec): 3 clusters
  Score: Raw -1004548.827978 + Penalty 2944.532080 = -1001604.295897
  nChanged 318
		SP:Iteration 12Q (9056.490000 sec): 3 clusters
  Score: Raw -1004802.969095 + Penalty 2944.532080 = -1001858.437015
  nChanged 253
		SP:Iteration 13Q (9056.520000 sec): 3 clusters
  Score: Raw -1005007.943805 + Penalty 2944.532080 = -1002063.411724
  nChanged 185
		SP:Iteration 14Q (9056.540000 sec): 3 clusters
  Score: Raw -1005174.197410 + Penalty 2944.532080 = -1002229.665330
  nChanged 135
		SP:Iteration 15Q (9056.560000 sec): 3 clusters
  Score: Raw -1005301.590905 + Penalty 2944.532080 = -1002357.058825
  nChanged 78
		SP:Iteration 16Q (9056.590000 sec): 3 clusters
  Score: Raw -1005383.185086 + Penalty 2944.532080 = -1002438.653006
  nChanged 44
		SP:Iteration 17Q (9056.610000 sec): 3 clusters
  Score: Raw -1005431.717138 + Penalty 2944.532080 = -1002487.185057
  nChanged 20
		SP:Iteration 18Q (9056.620000 sec): 3 clusters
  Score: Raw -1005454.112410 + Penalty 2944.532080 = -1002509.580329
  nChanged 21
		SP:Iteration 19Q (9056.640000 sec): 3 clusters
  Score: Raw -1005491.231456 + Penalty 2944.532080 = -1002546.699375
  nChanged 12
		SP:Iteration 20F (9056.670000 sec): 3 clusters
  Score: Raw -1005511.215411 + Penalty 2944.532080 = -1002566.683331
  nChanged 13
		SP:Iteration 21Q (9056.680000 sec): 3 clusters
  Score: Raw -1005526.838969 + Penalty 2944.532080 = -1002582.306889
  nChanged 6
		SP:Iteration 22Q (9056.700000 sec): 3 clusters
  Score: Raw -1005536.310578 + Penalty 2944.532080 = -1002591.778498
  nChanged 2
		SP:Iteration 23Q (9056.720000 sec): 3 clusters
  Score: Raw -1005538.856492 + Penalty 2944.532080 = -1002594.324411
  nChanged 1
		SP:Iteration 24Q (9056.740000 sec): 3 clusters
  Score: Raw -1005542.161660 + Penalty 2944.532080 = -1002597.629580
  nChanged 0
		SP:Iteration 25F (9056.760000 sec): 3 clusters
  Score: Raw -1005542.161660 + Penalty 2944.532080 = -1002597.629580
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 21 (139865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9057.210000 sec): 2 clusters
  Score: Raw -16321641.892718 + Penalty 1925.370354 = -16319716.522364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9057.580000 sec): 3 clusters
  Score: Raw -16230014.763733 + Penalty 3850.740709 = -16226164.023024
  nChanged 67053
		SP:Iteration 1F (9057.950000 sec): 3 clusters
  Score: Raw -16269300.891285 + Penalty 3850.740709 = -16265450.150576
  nChanged 4821
		SP:Iteration 2Q (9058.330000 sec): 3 clusters
  Score: Raw -16270656.402612 + Penalty 3850.740709 = -16266805.661903
  nChanged 5946
		SP:Iteration 3Q (9058.730000 sec): 3 clusters
  Score: Raw -16272843.953427 + Penalty 3850.740709 = -16268993.212718
  nChanged 7666
		SP:Iteration 4F (9059.100000 sec): 3 clusters
  Score: Raw -16276564.079171 + Penalty 3850.740709 = -16272713.338462
  nChanged 9797
		SP:Iteration 5F (9059.470000 sec): 3 clusters
  Score: Raw -16282655.963622 + Penalty 3850.740709 = -16278805.222913
  nChanged 11111
		SP:Iteration 6F (9059.850000 sec): 3 clusters
  Score: Raw -16290872.046140 + Penalty 3850.740709 = -16287021.305431
  nChanged 10847
		SP:Iteration 7F (9060.220000 sec): 3 clusters
  Score: Raw -16299707.921036 + Penalty 3850.740709 = -16295857.180327
  nChanged 9305
		SP:Iteration 8F (9060.590000 sec): 3 clusters
  Score: Raw -16307826.037763 + Penalty 3850.740709 = -16303975.297054
  nChanged 6926
		SP:Iteration 9Q (9060.970000 sec): 3 clusters
  Score: Raw -16314168.852787 + Penalty 3850.740709 = -16310318.112078
  nChanged 4412
		SP:Iteration 10Q (9061.330000 sec): 3 clusters
  Score: Raw -16318232.477671 + Penalty 3850.740709 = -16314381.736962
  nChanged 2254
		SP:Iteration 11Q (9061.660000 sec): 3 clusters
  Score: Raw -16320263.981362 + Penalty 3850.740709 = -16316413.240653
  nChanged 1067
		SP:Iteration 12Q (9061.960000 sec): 3 clusters
  Score: Raw -16321214.697169 + Penalty 3850.740709 = -16317363.956460
  nChanged 439
		SP:Iteration 13Q (9062.230000 sec): 3 clusters
  Score: Raw -16321621.247816 + Penalty 3850.740709 = -16317770.507107
  nChanged 225
		SP:Iteration 14Q (9062.530000 sec): 3 clusters
  Score: Raw -16321818.413378 + Penalty 3850.740709 = -16317967.672670
  nChanged 121
		SP:Iteration 15Q (9062.800000 sec): 3 clusters
  Score: Raw -16321911.326649 + Penalty 3850.740709 = -16318060.585940
  nChanged 80
		SP:Iteration 16Q (9063.060000 sec): 3 clusters
  Score: Raw -16321970.698347 + Penalty 3850.740709 = -16318119.957638
  nChanged 53
		SP:Iteration 17Q (9063.330000 sec): 3 clusters
  Score: Raw -16322025.945996 + Penalty 3850.740709 = -16318175.205287
  nChanged 69
		SP:Iteration 18Q (9063.600000 sec): 3 clusters
  Score: Raw -16322089.845460 + Penalty 3850.740709 = -16318239.104751
  nChanged 59
		SP:Iteration 19Q (9063.860000 sec): 3 clusters
  Score: Raw -16322140.273674 + Penalty 3850.740709 = -16318289.532965
  nChanged 39
		SP:Iteration 20F (9064.230000 sec): 3 clusters
  Score: Raw -16322167.716779 + Penalty 3850.740709 = -16318316.976070
  nChanged 38
		SP:Iteration 21Q (9064.490000 sec): 3 clusters
  Score: Raw -16322192.720714 + Penalty 3850.740709 = -16318341.980005
  nChanged 23
		SP:Iteration 22Q (9064.760000 sec): 3 clusters
  Score: Raw -16322205.044924 + Penalty 3850.740709 = -16318354.304215
  nChanged 14
		SP:Iteration 23Q (9065.020000 sec): 3 clusters
  Score: Raw -16322211.224443 + Penalty 3850.740709 = -16318360.483734
  nChanged 9
		SP:Iteration 24Q (9065.280000 sec): 3 clusters
  Score: Raw -16322214.636205 + Penalty 3850.740709 = -16318363.895496
  nChanged 7
		SP:Iteration 25Q (9065.540000 sec): 3 clusters
  Score: Raw -16322217.282160 + Penalty 3850.740709 = -16318366.541451
  nChanged 7
		SP:Iteration 26Q (9065.800000 sec): 3 clusters
  Score: Raw -16322219.963147 + Penalty 3850.740709 = -16318369.222438
  nChanged 5
		SP:Iteration 27Q (9066.060000 sec): 3 clusters
  Score: Raw -16322222.206180 + Penalty 3850.740709 = -16318371.465471
  nChanged 7
		SP:Iteration 28Q (9066.310000 sec): 3 clusters
  Score: Raw -16322225.148721 + Penalty 3850.740709 = -16318374.408012
  nChanged 4
		SP:Iteration 29Q (9066.570000 sec): 3 clusters
  Score: Raw -16322226.648403 + Penalty 3850.740709 = -16318375.907694
  nChanged 3
		SP:Iteration 30Q (9066.830000 sec): 3 clusters
  Score: Raw -16322227.454476 + Penalty 3850.740709 = -16318376.713767
  nChanged 3
		SP:Iteration 31Q (9067.090000 sec): 3 clusters
  Score: Raw -16322228.904657 + Penalty 3850.740709 = -16318378.163948
  nChanged 4
		SP:Iteration 32Q (9067.350000 sec): 3 clusters
  Score: Raw -16322230.463684 + Penalty 3850.740709 = -16318379.722975
  nChanged 4
		SP:Iteration 33Q (9067.610000 sec): 3 clusters
  Score: Raw -16322231.969874 + Penalty 3850.740709 = -16318381.229165
  nChanged 1
		SP:Iteration 34Q (9067.870000 sec): 3 clusters
  Score: Raw -16322232.693591 + Penalty 3850.740709 = -16318381.952882
  nChanged 1
		SP:Iteration 35Q (9068.140000 sec): 3 clusters
  Score: Raw -16322232.976951 + Penalty 3850.740709 = -16318382.236242
  nChanged 1
		SP:Iteration 36Q (9068.400000 sec): 3 clusters
  Score: Raw -16322233.127870 + Penalty 3850.740709 = -16318382.387161
  nChanged 0
		SP:Iteration 37F (9068.770000 sec): 3 clusters
  Score: Raw -16322233.127870 + Penalty 3850.740709 = -16318382.387161
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 22 (10324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9068.880000 sec): 2 clusters
  Score: Raw -1186000.782848 + Penalty 1501.861816 = -1184498.921032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9068.910000 sec): 3 clusters
  Score: Raw -1180195.891886 + Penalty 3003.723632 = -1177192.168254
  nChanged 4447
		SP:Iteration 1F (9068.940000 sec): 3 clusters
  Score: Raw -1182798.739330 + Penalty 3003.723632 = -1179795.015698
  nChanged 763
		SP:Iteration 2F (9068.960000 sec): 3 clusters
  Score: Raw -1183252.904557 + Penalty 3003.723632 = -1180249.180924
  nChanged 704
		SP:Iteration 3F (9068.990000 sec): 3 clusters
  Score: Raw -1183714.905201 + Penalty 3003.723632 = -1180711.181568
  nChanged 717
		SP:Iteration 4F (9069.010000 sec): 3 clusters
  Score: Raw -1184230.303437 + Penalty 3003.723632 = -1181226.579805
  nChanged 629
		SP:Iteration 5F (9069.040000 sec): 3 clusters
  Score: Raw -1184676.564297 + Penalty 3003.723632 = -1181672.840665
  nChanged 559
		SP:Iteration 6F (9069.070000 sec): 3 clusters
  Score: Raw -1185073.743159 + Penalty 3003.723632 = -1182070.019527
  nChanged 465
		SP:Iteration 7Q (9069.090000 sec): 3 clusters
  Score: Raw -1185386.381743 + Penalty 3003.723632 = -1182382.658111
  nChanged 352
		SP:Iteration 8Q (9069.120000 sec): 3 clusters
  Score: Raw -1185614.928709 + Penalty 3003.723632 = -1182611.205076
  nChanged 285
		SP:Iteration 9Q (9069.150000 sec): 3 clusters
  Score: Raw -1185796.164700 + Penalty 3003.723632 = -1182792.441068
  nChanged 195
		SP:Iteration 10Q (9069.170000 sec): 3 clusters
  Score: Raw -1185915.399667 + Penalty 3003.723632 = -1182911.676035
  nChanged 166
		SP:Iteration 11Q (9069.200000 sec): 3 clusters
  Score: Raw -1186021.148718 + Penalty 3003.723632 = -1183017.425085
  nChanged 127
		SP:Iteration 12Q (9069.220000 sec): 3 clusters
  Score: Raw -1186098.360415 + Penalty 3003.723632 = -1183094.636783
  nChanged 88
		SP:Iteration 13Q (9069.250000 sec): 3 clusters
  Score: Raw -1186157.563314 + Penalty 3003.723632 = -1183153.839682
  nChanged 71
		SP:Iteration 14Q (9069.270000 sec): 3 clusters
  Score: Raw -1186207.868324 + Penalty 3003.723632 = -1183204.144692
  nChanged 56
		SP:Iteration 15Q (9069.300000 sec): 3 clusters
  Score: Raw -1186240.826934 + Penalty 3003.723632 = -1183237.103302
  nChanged 30
		SP:Iteration 16Q (9069.320000 sec): 3 clusters
  Score: Raw -1186259.832897 + Penalty 3003.723632 = -1183256.109265
  nChanged 25
		SP:Iteration 17Q (9069.340000 sec): 3 clusters
  Score: Raw -1186280.987254 + Penalty 3003.723632 = -1183277.263622
  nChanged 25
		SP:Iteration 18Q (9069.370000 sec): 3 clusters
  Score: Raw -1186297.946210 + Penalty 3003.723632 = -1183294.222578
  nChanged 15
		SP:Iteration 19Q (9069.390000 sec): 3 clusters
  Score: Raw -1186308.146417 + Penalty 3003.723632 = -1183304.422785
  nChanged 11
		SP:Iteration 20F (9069.420000 sec): 3 clusters
  Score: Raw -1186315.013562 + Penalty 3003.723632 = -1183311.289930
  nChanged 10
		SP:Iteration 21Q (9069.440000 sec): 3 clusters
  Score: Raw -1186323.861544 + Penalty 3003.723632 = -1183320.137911
  nChanged 11
		SP:Iteration 22Q (9069.460000 sec): 3 clusters
  Score: Raw -1186331.080268 + Penalty 3003.723632 = -1183327.356635
  nChanged 3
		SP:Iteration 23Q (9069.490000 sec): 3 clusters
  Score: Raw -1186334.069311 + Penalty 3003.723632 = -1183330.345679
  nChanged 10
		SP:Iteration 24Q (9069.500000 sec): 3 clusters
  Score: Raw -1186340.858827 + Penalty 3003.723632 = -1183337.135194
  nChanged 8
		SP:Iteration 25Q (9069.530000 sec): 3 clusters
  Score: Raw -1186344.544579 + Penalty 3003.723632 = -1183340.820947
  nChanged 4
		SP:Iteration 26Q (9069.550000 sec): 3 clusters
  Score: Raw -1186347.691071 + Penalty 3003.723632 = -1183343.967439
  nChanged 4
		SP:Iteration 27Q (9069.570000 sec): 3 clusters
  Score: Raw -1186350.608327 + Penalty 3003.723632 = -1183346.884695
  nChanged 3
		SP:Iteration 28Q (9069.590000 sec): 3 clusters
  Score: Raw -1186351.689500 + Penalty 3003.723632 = -1183347.965868
  nChanged 0
		SP:Iteration 29F (9069.620000 sec): 3 clusters
  Score: Raw -1186351.689500 + Penalty 3003.723632 = -1183347.965868
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 23 (35526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9069.730000 sec): 2 clusters
  Score: Raw -3831917.773440 + Penalty 1702.678267 = -3830215.095174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9069.830000 sec): 3 clusters
  Score: Raw -3809682.295437 + Penalty 3405.356533 = -3806276.938904
  nChanged 16645
		SP:Iteration 1F (9069.920000 sec): 3 clusters
  Score: Raw -3819744.483947 + Penalty 3405.356533 = -3816339.127414
  nChanged 2073
		SP:Iteration 2F (9070.010000 sec): 3 clusters
  Score: Raw -3820855.632477 + Penalty 3405.356533 = -3817450.275943
  nChanged 2162
		SP:Iteration 3F (9070.110000 sec): 3 clusters
  Score: Raw -3822144.845736 + Penalty 3405.356533 = -3818739.489203
  nChanged 2282
		SP:Iteration 4F (9070.200000 sec): 3 clusters
  Score: Raw -3823648.205024 + Penalty 3405.356533 = -3820242.848491
  nChanged 2269
		SP:Iteration 5F (9070.290000 sec): 3 clusters
  Score: Raw -3825301.142574 + Penalty 3405.356533 = -3821895.786041
  nChanged 2158
		SP:Iteration 6F (9070.390000 sec): 3 clusters
  Score: Raw -3826954.130442 + Penalty 3405.356533 = -3823548.773909
  nChanged 1919
		SP:Iteration 7F (9070.480000 sec): 3 clusters
  Score: Raw -3828524.822527 + Penalty 3405.356533 = -3825119.465994
  nChanged 1512
		SP:Iteration 8Q (9070.570000 sec): 3 clusters
  Score: Raw -3829704.798301 + Penalty 3405.356533 = -3826299.441768
  nChanged 1125
		SP:Iteration 9Q (9070.650000 sec): 3 clusters
  Score: Raw -3830566.034797 + Penalty 3405.356533 = -3827160.678264
  nChanged 852
		SP:Iteration 10Q (9070.730000 sec): 3 clusters
  Score: Raw -3831173.200242 + Penalty 3405.356533 = -3827767.843709
  nChanged 580
		SP:Iteration 11Q (9070.810000 sec): 3 clusters
  Score: Raw -3831532.450904 + Penalty 3405.356533 = -3828127.094371
  nChanged 420
		SP:Iteration 12Q (9070.890000 sec): 3 clusters
  Score: Raw -3831778.449545 + Penalty 3405.356533 = -3828373.093011
  nChanged 296
		SP:Iteration 13Q (9070.970000 sec): 3 clusters
  Score: Raw -3831929.385614 + Penalty 3405.356533 = -3828524.029081
  nChanged 235
		SP:Iteration 14Q (9071.040000 sec): 3 clusters
  Score: Raw -3832048.596203 + Penalty 3405.356533 = -3828643.239670
  nChanged 183
		SP:Iteration 15Q (9071.110000 sec): 3 clusters
  Score: Raw -3832141.078686 + Penalty 3405.356533 = -3828735.722153
  nChanged 157
		SP:Iteration 16Q (9071.180000 sec): 3 clusters
  Score: Raw -3832223.881379 + Penalty 3405.356533 = -3828818.524846
  nChanged 133
		SP:Iteration 17Q (9071.250000 sec): 3 clusters
  Score: Raw -3832301.921571 + Penalty 3405.356533 = -3828896.565038
  nChanged 106
		SP:Iteration 18Q (9071.320000 sec): 3 clusters
  Score: Raw -3832373.789943 + Penalty 3405.356533 = -3828968.433410
  nChanged 76
		SP:Iteration 19Q (9071.390000 sec): 3 clusters
  Score: Raw -3832421.318744 + Penalty 3405.356533 = -3829015.962211
  nChanged 66
		SP:Iteration 20F (9071.480000 sec): 3 clusters
  Score: Raw -3832448.659306 + Penalty 3405.356533 = -3829043.302773
  nChanged 46
		SP:Iteration 21Q (9071.550000 sec): 3 clusters
  Score: Raw -3832464.836249 + Penalty 3405.356533 = -3829059.479716
  nChanged 37
		SP:Iteration 22Q (9071.620000 sec): 3 clusters
  Score: Raw -3832479.987494 + Penalty 3405.356533 = -3829074.630961
  nChanged 29
		SP:Iteration 23Q (9071.690000 sec): 3 clusters
  Score: Raw -3832491.175517 + Penalty 3405.356533 = -3829085.818984
  nChanged 23
		SP:Iteration 24Q (9071.760000 sec): 3 clusters
  Score: Raw -3832499.025767 + Penalty 3405.356533 = -3829093.669234
  nChanged 20
		SP:Iteration 25Q (9071.830000 sec): 3 clusters
  Score: Raw -3832505.970768 + Penalty 3405.356533 = -3829100.614235
  nChanged 19
		SP:Iteration 26Q (9071.890000 sec): 3 clusters
  Score: Raw -3832513.681656 + Penalty 3405.356533 = -3829108.325123
  nChanged 20
		SP:Iteration 27Q (9071.960000 sec): 3 clusters
  Score: Raw -3832521.872626 + Penalty 3405.356533 = -3829116.516093
  nChanged 12
		SP:Iteration 28Q (9072.030000 sec): 3 clusters
  Score: Raw -3832525.546464 + Penalty 3405.356533 = -3829120.189931
  nChanged 10
		SP:Iteration 29Q (9072.090000 sec): 3 clusters
  Score: Raw -3832530.049339 + Penalty 3405.356533 = -3829124.692806
  nChanged 10
		SP:Iteration 30Q (9072.160000 sec): 3 clusters
  Score: Raw -3832533.097473 + Penalty 3405.356533 = -3829127.740940
  nChanged 11
		SP:Iteration 31Q (9072.230000 sec): 3 clusters
  Score: Raw -3832536.855492 + Penalty 3405.356533 = -3829131.498959
  nChanged 15
		SP:Iteration 32Q (9072.290000 sec): 3 clusters
  Score: Raw -3832542.455384 + Penalty 3405.356533 = -3829137.098851
  nChanged 13
		SP:Iteration 33Q (9072.360000 sec): 3 clusters
  Score: Raw -3832546.147810 + Penalty 3405.356533 = -3829140.791277
  nChanged 10
		SP:Iteration 34Q (9072.430000 sec): 3 clusters
  Score: Raw -3832548.178721 + Penalty 3405.356533 = -3829142.822188
  nChanged 3
		SP:Iteration 35Q (9072.500000 sec): 3 clusters
  Score: Raw -3832549.082764 + Penalty 3405.356533 = -3829143.726231
  nChanged 4
		SP:Iteration 36Q (9072.570000 sec): 3 clusters
  Score: Raw -3832550.300973 + Penalty 3405.356533 = -3829144.944440
  nChanged 3
		SP:Iteration 37Q (9072.630000 sec): 3 clusters
  Score: Raw -3832551.245244 + Penalty 3405.356533 = -3829145.888711
  nChanged 5
		SP:Iteration 38Q (9072.710000 sec): 3 clusters
  Score: Raw -3832553.322904 + Penalty 3405.356533 = -3829147.966370
  nChanged 4
		SP:Iteration 39Q (9072.770000 sec): 3 clusters
  Score: Raw -3832554.474984 + Penalty 3405.356533 = -3829149.118451
  nChanged 3
		SP:Iteration 40F (9072.870000 sec): 3 clusters
  Score: Raw -3832555.196719 + Penalty 3405.356533 = -3829149.840186
  nChanged 3
		SP:Iteration 41Q (9072.930000 sec): 3 clusters
  Score: Raw -3832555.963789 + Penalty 3405.356533 = -3829150.607256
  nChanged 5
		SP:Iteration 42Q (9073.000000 sec): 3 clusters
  Score: Raw -3832557.247839 + Penalty 3405.356533 = -3829151.891306
  nChanged 4
		SP:Iteration 43Q (9073.070000 sec): 3 clusters
  Score: Raw -3832558.410810 + Penalty 3405.356533 = -3829153.054277
  nChanged 0
		SP:Iteration 44F (9073.160000 sec): 3 clusters
  Score: Raw -3832558.410810 + Penalty 3405.356533 = -3829153.054277
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 24 (36709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9073.270000 sec): 2 clusters
  Score: Raw -4298649.091166 + Penalty 1708.001301 = -4296941.089866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9073.360000 sec): 3 clusters
  Score: Raw -4275808.642557 + Penalty 3416.002602 = -4272392.639955
  nChanged 16946
		SP:Iteration 1F (9073.460000 sec): 3 clusters
  Score: Raw -4285389.837073 + Penalty 3416.002602 = -4281973.834472
  nChanged 1486
		SP:Iteration 2Q (9073.560000 sec): 3 clusters
  Score: Raw -4285857.018105 + Penalty 3416.002602 = -4282441.015504
  nChanged 1456
		SP:Iteration 3Q (9073.660000 sec): 3 clusters
  Score: Raw -4286363.802305 + Penalty 3416.002602 = -4282947.799704
  nChanged 1501
		SP:Iteration 4Q (9073.760000 sec): 3 clusters
  Score: Raw -4286979.129393 + Penalty 3416.002602 = -4283563.126791
  nChanged 1591
		SP:Iteration 5Q (9073.860000 sec): 3 clusters
  Score: Raw -4287703.574986 + Penalty 3416.002602 = -4284287.572384
  nChanged 1643
		SP:Iteration 6Q (9073.960000 sec): 3 clusters
  Score: Raw -4288522.904472 + Penalty 3416.002602 = -4285106.901871
  nChanged 1716
		SP:Iteration 7Q (9074.060000 sec): 3 clusters
  Score: Raw -4289564.747018 + Penalty 3416.002602 = -4286148.744416
  nChanged 1854
		SP:Iteration 8F (9074.150000 sec): 3 clusters
  Score: Raw -4290843.802885 + Penalty 3416.002602 = -4287427.800284
  nChanged 1946
		SP:Iteration 9F (9074.250000 sec): 3 clusters
  Score: Raw -4292201.069733 + Penalty 3416.002602 = -4288785.067132
  nChanged 1891
		SP:Iteration 10F (9074.350000 sec): 3 clusters
  Score: Raw -4293654.183270 + Penalty 3416.002602 = -4290238.180668
  nChanged 1867
		SP:Iteration 11F (9074.450000 sec): 3 clusters
  Score: Raw -4295191.468657 + Penalty 3416.002602 = -4291775.466056
  nChanged 1625
		SP:Iteration 12Q (9074.540000 sec): 3 clusters
  Score: Raw -4296431.147831 + Penalty 3416.002602 = -4293015.145230
  nChanged 1261
		SP:Iteration 13Q (9074.630000 sec): 3 clusters
  Score: Raw -4297302.642536 + Penalty 3416.002602 = -4293886.639935
  nChanged 907
		SP:Iteration 14Q (9074.710000 sec): 3 clusters
  Score: Raw -4297869.331918 + Penalty 3416.002602 = -4294453.329317
  nChanged 639
		SP:Iteration 15Q (9074.790000 sec): 3 clusters
  Score: Raw -4298233.882814 + Penalty 3416.002602 = -4294817.880213
  nChanged 465
		SP:Iteration 16Q (9074.870000 sec): 3 clusters
  Score: Raw -4298463.039753 + Penalty 3416.002602 = -4295047.037151
  nChanged 315
		SP:Iteration 17Q (9074.950000 sec): 3 clusters
  Score: Raw -4298590.165622 + Penalty 3416.002602 = -4295174.163020
  nChanged 217
		SP:Iteration 18Q (9075.030000 sec): 3 clusters
  Score: Raw -4298676.264065 + Penalty 3416.002602 = -4295260.261464
  nChanged 183
		SP:Iteration 19Q (9075.100000 sec): 3 clusters
  Score: Raw -4298750.715287 + Penalty 3416.002602 = -4295334.712686
  nChanged 126
		SP:Iteration 20F (9075.200000 sec): 3 clusters
  Score: Raw -4298798.395038 + Penalty 3416.002602 = -4295382.392436
  nChanged 100
		SP:Iteration 21Q (9075.270000 sec): 3 clusters
  Score: Raw -4298836.042588 + Penalty 3416.002602 = -4295420.039986
  nChanged 78
		SP:Iteration 22Q (9075.350000 sec): 3 clusters
  Score: Raw -4298863.334312 + Penalty 3416.002602 = -4295447.331710
  nChanged 59
		SP:Iteration 23Q (9075.430000 sec): 3 clusters
  Score: Raw -4298885.030719 + Penalty 3416.002602 = -4295469.028118
  nChanged 54
		SP:Iteration 24Q (9075.500000 sec): 3 clusters
  Score: Raw -4298902.567766 + Penalty 3416.002602 = -4295486.565164
  nChanged 46
		SP:Iteration 25Q (9075.570000 sec): 3 clusters
  Score: Raw -4298917.266280 + Penalty 3416.002602 = -4295501.263678
  nChanged 33
		SP:Iteration 26Q (9075.650000 sec): 3 clusters
  Score: Raw -4298926.430074 + Penalty 3416.002602 = -4295510.427473
  nChanged 33
		SP:Iteration 27Q (9075.720000 sec): 3 clusters
  Score: Raw -4298938.010647 + Penalty 3416.002602 = -4295522.008046
  nChanged 37
		SP:Iteration 28Q (9075.790000 sec): 3 clusters
  Score: Raw -4298951.113072 + Penalty 3416.002602 = -4295535.110470
  nChanged 30
		SP:Iteration 29Q (9075.860000 sec): 3 clusters
  Score: Raw -4298961.836763 + Penalty 3416.002602 = -4295545.834161
  nChanged 24
		SP:Iteration 30Q (9075.930000 sec): 3 clusters
  Score: Raw -4298967.796524 + Penalty 3416.002602 = -4295551.793922
  nChanged 10
		SP:Iteration 31Q (9076.000000 sec): 3 clusters
  Score: Raw -4298970.580857 + Penalty 3416.002602 = -4295554.578256
  nChanged 11
		SP:Iteration 32Q (9076.070000 sec): 3 clusters
  Score: Raw -4298974.247159 + Penalty 3416.002602 = -4295558.244557
  nChanged 10
		SP:Iteration 33Q (9076.150000 sec): 3 clusters
  Score: Raw -4298978.157569 + Penalty 3416.002602 = -4295562.154967
  nChanged 16
		SP:Iteration 34Q (9076.220000 sec): 3 clusters
  Score: Raw -4298985.080573 + Penalty 3416.002602 = -4295569.077972
  nChanged 16
		SP:Iteration 35Q (9076.290000 sec): 3 clusters
  Score: Raw -4298991.254766 + Penalty 3416.002602 = -4295575.252165
  nChanged 19
		SP:Iteration 36Q (9076.360000 sec): 3 clusters
  Score: Raw -4298997.664985 + Penalty 3416.002602 = -4295581.662384
  nChanged 22
		SP:Iteration 37Q (9076.430000 sec): 3 clusters
  Score: Raw -4299004.159373 + Penalty 3416.002602 = -4295588.156771
  nChanged 15
		SP:Iteration 38Q (9076.510000 sec): 3 clusters
  Score: Raw -4299009.130943 + Penalty 3416.002602 = -4295593.128342
  nChanged 10
		SP:Iteration 39Q (9076.580000 sec): 3 clusters
  Score: Raw -4299013.226532 + Penalty 3416.002602 = -4295597.223930
  nChanged 10
		SP:Iteration 40F (9076.670000 sec): 3 clusters
  Score: Raw -4299015.665272 + Penalty 3416.002602 = -4295599.662671
  nChanged 7
		SP:Iteration 41Q (9076.740000 sec): 3 clusters
  Score: Raw -4299017.381116 + Penalty 3416.002602 = -4295601.378515
  nChanged 7
		SP:Iteration 42Q (9076.810000 sec): 3 clusters
  Score: Raw -4299019.119989 + Penalty 3416.002602 = -4295603.117388
  nChanged 3
		SP:Iteration 43Q (9076.880000 sec): 3 clusters
  Score: Raw -4299019.892898 + Penalty 3416.002602 = -4295603.890296
  nChanged 3
		SP:Iteration 44Q (9076.950000 sec): 3 clusters
  Score: Raw -4299020.576771 + Penalty 3416.002602 = -4295604.574170
  nChanged 3
		SP:Iteration 45Q (9077.020000 sec): 3 clusters
  Score: Raw -4299021.500682 + Penalty 3416.002602 = -4295605.498080
  nChanged 4
		SP:Iteration 46Q (9077.090000 sec): 3 clusters
  Score: Raw -4299022.664275 + Penalty 3416.002602 = -4295606.661673
  nChanged 4
		SP:Iteration 47Q (9077.170000 sec): 3 clusters
  Score: Raw -4299023.757444 + Penalty 3416.002602 = -4295607.754843
  nChanged 6
		SP:Iteration 48Q (9077.240000 sec): 3 clusters
  Score: Raw -4299025.911607 + Penalty 3416.002602 = -4295609.909006
  nChanged 5
		SP:Iteration 49Q (9077.310000 sec): 3 clusters
  Score: Raw -4299027.346629 + Penalty 3416.002602 = -4295611.344027
  nChanged 3
		SP:Iteration 50Q (9077.380000 sec): 3 clusters
  Score: Raw -4299028.198574 + Penalty 3416.002602 = -4295612.195973
  nChanged 4
		SP:Iteration 51Q (9077.450000 sec): 3 clusters
  Score: Raw -4299029.181985 + Penalty 3416.002602 = -4295613.179384
  nChanged 3
		SP:Iteration 52Q (9077.520000 sec): 3 clusters
  Score: Raw -4299030.094107 + Penalty 3416.002602 = -4295614.091505
  nChanged 4
		SP:Iteration 53Q (9077.590000 sec): 3 clusters
  Score: Raw -4299031.305683 + Penalty 3416.002602 = -4295615.303081
  nChanged 4
		SP:Iteration 54Q (9077.660000 sec): 3 clusters
  Score: Raw -4299032.326335 + Penalty 3416.002602 = -4295616.323733
  nChanged 5
		SP:Iteration 55Q (9077.730000 sec): 3 clusters
  Score: Raw -4299033.542195 + Penalty 3416.002602 = -4295617.539593
  nChanged 2
		SP:Iteration 56Q (9077.800000 sec): 3 clusters
  Score: Raw -4299034.270326 + Penalty 3416.002602 = -4295618.267724
  nChanged 3
		SP:Iteration 57Q (9077.870000 sec): 3 clusters
  Score: Raw -4299035.129868 + Penalty 3416.002602 = -4295619.127266
  nChanged 0
		SP:Iteration 58F (9077.960000 sec): 3 clusters
  Score: Raw -4299035.129868 + Penalty 3416.002602 = -4295619.127266
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 25 (12406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9078.010000 sec): 2 clusters
  Score: Raw -1420738.084942 + Penalty 1531.714520 = -1419206.370422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9078.040000 sec): 3 clusters
  Score: Raw -1413624.407577 + Penalty 3063.429039 = -1410560.978537
  nChanged 5478
		SP:Iteration 1F (9078.070000 sec): 3 clusters
  Score: Raw -1416470.393459 + Penalty 3063.429039 = -1413406.964419
  nChanged 677
		SP:Iteration 2F (9078.110000 sec): 3 clusters
  Score: Raw -1416735.862971 + Penalty 3063.429039 = -1413672.433931
  nChanged 574
		SP:Iteration 3Q (9078.130000 sec): 3 clusters
  Score: Raw -1416936.926944 + Penalty 3063.429039 = -1413873.497904
  nChanged 482
		SP:Iteration 4Q (9078.170000 sec): 3 clusters
  Score: Raw -1417151.439511 + Penalty 3063.429039 = -1414088.010472
  nChanged 524
		SP:Iteration 5Q (9078.200000 sec): 3 clusters
  Score: Raw -1417380.370153 + Penalty 3063.429039 = -1414316.941114
  nChanged 520
		SP:Iteration 6Q (9078.230000 sec): 3 clusters
  Score: Raw -1417604.804956 + Penalty 3063.429039 = -1414541.375916
  nChanged 544
		SP:Iteration 7Q (9078.270000 sec): 3 clusters
  Score: Raw -1417874.723677 + Penalty 3063.429039 = -1414811.294638
  nChanged 619
		SP:Iteration 8Q (9078.300000 sec): 3 clusters
  Score: Raw -1418213.387634 + Penalty 3063.429039 = -1415149.958595
  nChanged 657
		SP:Iteration 9F (9078.330000 sec): 3 clusters
  Score: Raw -1418573.167955 + Penalty 3063.429039 = -1415509.738915
  nChanged 655
		SP:Iteration 10F (9078.360000 sec): 3 clusters
  Score: Raw -1418971.031655 + Penalty 3063.429039 = -1415907.602616
  nChanged 639
		SP:Iteration 11F (9078.390000 sec): 3 clusters
  Score: Raw -1419395.862238 + Penalty 3063.429039 = -1416332.433198
  nChanged 571
		SP:Iteration 12Q (9078.430000 sec): 3 clusters
  Score: Raw -1419773.507106 + Penalty 3063.429039 = -1416710.078067
  nChanged 474
		SP:Iteration 13Q (9078.450000 sec): 3 clusters
  Score: Raw -1420101.959592 + Penalty 3063.429039 = -1417038.530553
  nChanged 400
		SP:Iteration 14Q (9078.490000 sec): 3 clusters
  Score: Raw -1420363.558985 + Penalty 3063.429039 = -1417300.129945
  nChanged 262
		SP:Iteration 15Q (9078.520000 sec): 3 clusters
  Score: Raw -1420532.472565 + Penalty 3063.429039 = -1417469.043526
  nChanged 207
		SP:Iteration 16Q (9078.550000 sec): 3 clusters
  Score: Raw -1420668.948593 + Penalty 3063.429039 = -1417605.519554
  nChanged 155
		SP:Iteration 17Q (9078.580000 sec): 3 clusters
  Score: Raw -1420769.821950 + Penalty 3063.429039 = -1417706.392911
  nChanged 107
		SP:Iteration 18Q (9078.610000 sec): 3 clusters
  Score: Raw -1420829.833291 + Penalty 3063.429039 = -1417766.404251
  nChanged 61
		SP:Iteration 19Q (9078.640000 sec): 3 clusters
  Score: Raw -1420865.387070 + Penalty 3063.429039 = -1417801.958031
  nChanged 48
		SP:Iteration 20F (9078.670000 sec): 3 clusters
  Score: Raw -1420893.356055 + Penalty 3063.429039 = -1417829.927016
  nChanged 33
		SP:Iteration 21Q (9078.700000 sec): 3 clusters
  Score: Raw -1420912.776528 + Penalty 3063.429039 = -1417849.347488
  nChanged 29
		SP:Iteration 22Q (9078.730000 sec): 3 clusters
  Score: Raw -1420925.821098 + Penalty 3063.429039 = -1417862.392059
  nChanged 14
		SP:Iteration 23Q (9078.760000 sec): 3 clusters
  Score: Raw -1420932.824360 + Penalty 3063.429039 = -1417869.395321
  nChanged 13
		SP:Iteration 24Q (9078.790000 sec): 3 clusters
  Score: Raw -1420941.085945 + Penalty 3063.429039 = -1417877.656905
  nChanged 10
		SP:Iteration 25Q (9078.810000 sec): 3 clusters
  Score: Raw -1420947.891660 + Penalty 3063.429039 = -1417884.462620
  nChanged 9
		SP:Iteration 26Q (9078.840000 sec): 3 clusters
  Score: Raw -1420953.514628 + Penalty 3063.429039 = -1417890.085588
  nChanged 3
		SP:Iteration 27Q (9078.870000 sec): 3 clusters
  Score: Raw -1420955.341061 + Penalty 3063.429039 = -1417891.912022
  nChanged 5
		SP:Iteration 28Q (9078.890000 sec): 3 clusters
  Score: Raw -1420957.652065 + Penalty 3063.429039 = -1417894.223025
  nChanged 7
		SP:Iteration 29Q (9078.920000 sec): 3 clusters
  Score: Raw -1420962.978541 + Penalty 3063.429039 = -1417899.549502
  nChanged 9
		SP:Iteration 30Q (9078.950000 sec): 3 clusters
  Score: Raw -1420970.109813 + Penalty 3063.429039 = -1417906.680774
  nChanged 10
		SP:Iteration 31Q (9078.980000 sec): 3 clusters
  Score: Raw -1420979.222159 + Penalty 3063.429039 = -1417915.793119
  nChanged 15
		SP:Iteration 32Q (9079.010000 sec): 3 clusters
  Score: Raw -1420988.336961 + Penalty 3063.429039 = -1417924.907921
  nChanged 13
		SP:Iteration 33Q (9079.030000 sec): 3 clusters
  Score: Raw -1420999.941429 + Penalty 3063.429039 = -1417936.512389
  nChanged 9
		SP:Iteration 34Q (9079.060000 sec): 3 clusters
  Score: Raw -1421007.124957 + Penalty 3063.429039 = -1417943.695918
  nChanged 9
		SP:Iteration 35Q (9079.090000 sec): 3 clusters
  Score: Raw -1421012.152953 + Penalty 3063.429039 = -1417948.723914
  nChanged 3
		SP:Iteration 36Q (9079.110000 sec): 3 clusters
  Score: Raw -1421014.375554 + Penalty 3063.429039 = -1417950.946515
  nChanged 5
		SP:Iteration 37Q (9079.140000 sec): 3 clusters
  Score: Raw -1421015.867472 + Penalty 3063.429039 = -1417952.438433
  nChanged 3
		SP:Iteration 38Q (9079.170000 sec): 3 clusters
  Score: Raw -1421017.650213 + Penalty 3063.429039 = -1417954.221173
  nChanged 2
		SP:Iteration 39Q (9079.190000 sec): 3 clusters
  Score: Raw -1421019.715987 + Penalty 3063.429039 = -1417956.286947
  nChanged 4
		SP:Iteration 40F (9079.220000 sec): 3 clusters
  Score: Raw -1421022.093073 + Penalty 3063.429039 = -1417958.664034
  nChanged 2
		SP:Iteration 41Q (9079.250000 sec): 3 clusters
  Score: Raw -1421023.624361 + Penalty 3063.429039 = -1417960.195321
  nChanged 4
		SP:Iteration 42Q (9079.280000 sec): 3 clusters
  Score: Raw -1421027.138907 + Penalty 3063.429039 = -1417963.709868
  nChanged 5
		SP:Iteration 43Q (9079.310000 sec): 3 clusters
  Score: Raw -1421029.321807 + Penalty 3063.429039 = -1417965.892767
  nChanged 2
		SP:Iteration 44Q (9079.330000 sec): 3 clusters
  Score: Raw -1421030.160312 + Penalty 3063.429039 = -1417966.731273
  nChanged 2
		SP:Iteration 45Q (9079.360000 sec): 3 clusters
  Score: Raw -1421031.108360 + Penalty 3063.429039 = -1417967.679321
  nChanged 0
		SP:Iteration 46F (9079.390000 sec): 3 clusters
  Score: Raw -1421031.108360 + Penalty 3063.429039 = -1417967.679321
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 26 (52443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9079.550000 sec): 2 clusters
  Score: Raw -6126559.551457 + Penalty 1765.965848 = -6124793.585608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9079.690000 sec): 3 clusters
  Score: Raw -6093192.683116 + Penalty 3531.931697 = -6089660.751419
  nChanged 24632
		SP:Iteration 1F (9079.830000 sec): 3 clusters
  Score: Raw -6106922.729156 + Penalty 3531.931697 = -6103390.797459
  nChanged 1674
		SP:Iteration 2Q (9079.980000 sec): 3 clusters
  Score: Raw -6107265.188631 + Penalty 3531.931697 = -6103733.256934
  nChanged 1560
		SP:Iteration 3Q (9080.120000 sec): 3 clusters
  Score: Raw -6107596.230631 + Penalty 3531.931697 = -6104064.298934
  nChanged 1584
		SP:Iteration 4Q (9080.270000 sec): 3 clusters
  Score: Raw -6107950.936779 + Penalty 3531.931697 = -6104419.005082
  nChanged 1557
		SP:Iteration 5Q (9080.410000 sec): 3 clusters
  Score: Raw -6108343.292030 + Penalty 3531.931697 = -6104811.360333
  nChanged 1626
		SP:Iteration 6Q (9080.550000 sec): 3 clusters
  Score: Raw -6108846.843681 + Penalty 3531.931697 = -6105314.911984
  nChanged 1903
		SP:Iteration 7Q (9080.690000 sec): 3 clusters
  Score: Raw -6109650.854425 + Penalty 3531.931697 = -6106118.922728
  nChanged 2243
		SP:Iteration 8Q (9080.830000 sec): 3 clusters
  Score: Raw -6110774.604326 + Penalty 3531.931697 = -6107242.672629
  nChanged 2528
		SP:Iteration 9Q (9080.980000 sec): 3 clusters
  Score: Raw -6112151.126969 + Penalty 3531.931697 = -6108619.195272
  nChanged 2758
		SP:Iteration 10F (9081.120000 sec): 3 clusters
  Score: Raw -6113767.827325 + Penalty 3531.931697 = -6110235.895629
  nChanged 2856
		SP:Iteration 11F (9081.260000 sec): 3 clusters
  Score: Raw -6115427.566629 + Penalty 3531.931697 = -6111895.634932
  nChanged 2750
		SP:Iteration 12F (9081.400000 sec): 3 clusters
  Score: Raw -6117057.882796 + Penalty 3531.931697 = -6113525.951099
  nChanged 2488
		SP:Iteration 13Q (9081.540000 sec): 3 clusters
  Score: Raw -6118588.910057 + Penalty 3531.931697 = -6115056.978360
  nChanged 2172
		SP:Iteration 14Q (9081.670000 sec): 3 clusters
  Score: Raw -6119840.237638 + Penalty 3531.931697 = -6116308.305941
  nChanged 1820
		SP:Iteration 15Q (9081.810000 sec): 3 clusters
  Score: Raw -6120784.035515 + Penalty 3531.931697 = -6117252.103818
  nChanged 1418
		SP:Iteration 16Q (9081.930000 sec): 3 clusters
  Score: Raw -6121437.762548 + Penalty 3531.931697 = -6117905.830851
  nChanged 1102
		SP:Iteration 17Q (9082.060000 sec): 3 clusters
  Score: Raw -6121928.922942 + Penalty 3531.931697 = -6118396.991245
  nChanged 913
		SP:Iteration 18Q (9082.190000 sec): 3 clusters
  Score: Raw -6122292.842712 + Penalty 3531.931697 = -6118760.911015
  nChanged 810
		SP:Iteration 19Q (9082.310000 sec): 3 clusters
  Score: Raw -6122597.489255 + Penalty 3531.931697 = -6119065.557558
  nChanged 760
		SP:Iteration 20F (9082.450000 sec): 3 clusters
  Score: Raw -6122884.273790 + Penalty 3531.931697 = -6119352.342093
  nChanged 781
		SP:Iteration 21Q (9082.570000 sec): 3 clusters
  Score: Raw -6123188.153787 + Penalty 3531.931697 = -6119656.222090
  nChanged 753
		SP:Iteration 22Q (9082.690000 sec): 3 clusters
  Score: Raw -6123482.719699 + Penalty 3531.931697 = -6119950.788002
  nChanged 728
		SP:Iteration 23Q (9082.810000 sec): 3 clusters
  Score: Raw -6123768.719599 + Penalty 3531.931697 = -6120236.787902
  nChanged 693
		SP:Iteration 24Q (9082.930000 sec): 3 clusters
  Score: Raw -6124058.957285 + Penalty 3531.931697 = -6120527.025588
  nChanged 649
		SP:Iteration 25Q (9083.040000 sec): 3 clusters
  Score: Raw -6124327.862982 + Penalty 3531.931697 = -6120795.931285
  nChanged 640
		SP:Iteration 26Q (9083.160000 sec): 3 clusters
  Score: Raw -6124585.015150 + Penalty 3531.931697 = -6121053.083453
  nChanged 565
		SP:Iteration 27Q (9083.270000 sec): 3 clusters
  Score: Raw -6124815.897794 + Penalty 3531.931697 = -6121283.966097
  nChanged 541
		SP:Iteration 28Q (9083.380000 sec): 3 clusters
  Score: Raw -6125057.744972 + Penalty 3531.931697 = -6121525.813275
  nChanged 512
		SP:Iteration 29Q (9083.490000 sec): 3 clusters
  Score: Raw -6125266.911926 + Penalty 3531.931697 = -6121734.980229
  nChanged 453
		SP:Iteration 30Q (9083.590000 sec): 3 clusters
  Score: Raw -6125455.333440 + Penalty 3531.931697 = -6121923.401744
  nChanged 431
		SP:Iteration 31Q (9083.700000 sec): 3 clusters
  Score: Raw -6125654.223350 + Penalty 3531.931697 = -6122122.291653
  nChanged 411
		SP:Iteration 32Q (9083.810000 sec): 3 clusters
  Score: Raw -6125873.624411 + Penalty 3531.931697 = -6122341.692714
  nChanged 373
		SP:Iteration 33Q (9083.910000 sec): 3 clusters
  Score: Raw -6126084.846076 + Penalty 3531.931697 = -6122552.914379
  nChanged 300
		SP:Iteration 34Q (9084.010000 sec): 3 clusters
  Score: Raw -6126252.085990 + Penalty 3531.931697 = -6122720.154293
  nChanged 244
		SP:Iteration 35Q (9084.110000 sec): 3 clusters
  Score: Raw -6126386.531374 + Penalty 3531.931697 = -6122854.599677
  nChanged 183
		SP:Iteration 36Q (9084.210000 sec): 3 clusters
  Score: Raw -6126495.341262 + Penalty 3531.931697 = -6122963.409565
  nChanged 132
		SP:Iteration 37Q (9084.310000 sec): 3 clusters
  Score: Raw -6126565.449934 + Penalty 3531.931697 = -6123033.518237
  nChanged 110
		SP:Iteration 38Q (9084.420000 sec): 3 clusters
  Score: Raw -6126621.351391 + Penalty 3531.931697 = -6123089.419694
  nChanged 90
		SP:Iteration 39Q (9084.510000 sec): 3 clusters
  Score: Raw -6126668.945065 + Penalty 3531.931697 = -6123137.013368
  nChanged 88
		SP:Iteration 40F (9084.650000 sec): 3 clusters
  Score: Raw -6126718.134319 + Penalty 3531.931697 = -6123186.202622
  nChanged 60
		SP:Iteration 41Q (9084.750000 sec): 3 clusters
  Score: Raw -6126749.481803 + Penalty 3531.931697 = -6123217.550106
  nChanged 43
		SP:Iteration 42Q (9084.850000 sec): 3 clusters
  Score: Raw -6126773.905573 + Penalty 3531.931697 = -6123241.973876
  nChanged 26
		SP:Iteration 43Q (9084.940000 sec): 3 clusters
  Score: Raw -6126788.600784 + Penalty 3531.931697 = -6123256.669087
  nChanged 21
		SP:Iteration 44Q (9085.040000 sec): 3 clusters
  Score: Raw -6126800.157341 + Penalty 3531.931697 = -6123268.225644
  nChanged 16
		SP:Iteration 45Q (9085.140000 sec): 3 clusters
  Score: Raw -6126810.607401 + Penalty 3531.931697 = -6123278.675704
  nChanged 10
		SP:Iteration 46Q (9085.230000 sec): 3 clusters
  Score: Raw -6126816.305746 + Penalty 3531.931697 = -6123284.374049
  nChanged 12
		SP:Iteration 47Q (9085.330000 sec): 3 clusters
  Score: Raw -6126823.186478 + Penalty 3531.931697 = -6123291.254781
  nChanged 16
		SP:Iteration 48Q (9085.430000 sec): 3 clusters
  Score: Raw -6126833.410677 + Penalty 3531.931697 = -6123301.478980
  nChanged 12
		SP:Iteration 49Q (9085.530000 sec): 3 clusters
  Score: Raw -6126841.274236 + Penalty 3531.931697 = -6123309.342539
  nChanged 16
		SP:Iteration 50Q (9085.630000 sec): 3 clusters
  Score: Raw -6126853.683977 + Penalty 3531.931697 = -6123321.752280
  nChanged 13
		SP:Iteration 51Q (9085.720000 sec): 3 clusters
  Score: Raw -6126861.838526 + Penalty 3531.931697 = -6123329.906829
  nChanged 12
		SP:Iteration 52Q (9085.820000 sec): 3 clusters
  Score: Raw -6126869.846779 + Penalty 3531.931697 = -6123337.915082
  nChanged 13
		SP:Iteration 53Q (9085.920000 sec): 3 clusters
  Score: Raw -6126877.356416 + Penalty 3531.931697 = -6123345.424719
  nChanged 10
		SP:Iteration 54Q (9086.010000 sec): 3 clusters
  Score: Raw -6126883.601581 + Penalty 3531.931697 = -6123351.669884
  nChanged 7
		SP:Iteration 55Q (9086.110000 sec): 3 clusters
  Score: Raw -6126887.754783 + Penalty 3531.931697 = -6123355.823086
  nChanged 7
		SP:Iteration 56Q (9086.210000 sec): 3 clusters
  Score: Raw -6126891.407740 + Penalty 3531.931697 = -6123359.476043
  nChanged 4
		SP:Iteration 57Q (9086.300000 sec): 3 clusters
  Score: Raw -6126894.749053 + Penalty 3531.931697 = -6123362.817356
  nChanged 2
		SP:Iteration 58Q (9086.400000 sec): 3 clusters
  Score: Raw -6126895.835518 + Penalty 3531.931697 = -6123363.903821
  nChanged 1
		SP:Iteration 59Q (9086.490000 sec): 3 clusters
  Score: Raw -6126896.061461 + Penalty 3531.931697 = -6123364.129764
  nChanged 0
		SP:Iteration 60F (9086.630000 sec): 3 clusters
  Score: Raw -6126896.061461 + Penalty 3531.931697 = -6123364.129764
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 27 (1867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9086.660000 sec): 2 clusters
  Score: Raw -203888.228980 + Penalty 1223.964323 = -202664.264656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9086.670000 sec): 3 clusters
  Score: Raw -203112.523244 + Penalty 2447.928647 = -200664.594597
  nChanged 656
		SP:Iteration 1F (9086.670000 sec): 3 clusters
  Score: Raw -203547.614825 + Penalty 2447.928647 = -201099.686179
  nChanged 144
		SP:Iteration 2F (9086.680000 sec): 3 clusters
  Score: Raw -203644.696372 + Penalty 2447.928647 = -201196.767725
  nChanged 77
		SP:Iteration 3Q (9086.680000 sec): 3 clusters
  Score: Raw -203700.022256 + Penalty 2447.928647 = -201252.093609
  nChanged 58
		SP:Iteration 4Q (9086.690000 sec): 3 clusters
  Score: Raw -203738.683274 + Penalty 2447.928647 = -201290.754627
  nChanged 46
		SP:Iteration 5Q (9086.690000 sec): 3 clusters
  Score: Raw -203771.401246 + Penalty 2447.928647 = -201323.472599
  nChanged 31
		SP:Iteration 6Q (9086.700000 sec): 3 clusters
  Score: Raw -203787.422587 + Penalty 2447.928647 = -201339.493940
  nChanged 19
		SP:Iteration 7Q (9086.700000 sec): 3 clusters
  Score: Raw -203798.015213 + Penalty 2447.928647 = -201350.086566
  nChanged 14
		SP:Iteration 8Q (9086.700000 sec): 3 clusters
  Score: Raw -203804.196876 + Penalty 2447.928647 = -201356.268229
  nChanged 12
		SP:Iteration 9Q (9086.710000 sec): 3 clusters
  Score: Raw -203810.049794 + Penalty 2447.928647 = -201362.121147
  nChanged 5
		SP:Iteration 10Q (9086.710000 sec): 3 clusters
  Score: Raw -203812.112942 + Penalty 2447.928647 = -201364.184295
  nChanged 2
		SP:Iteration 11Q (9086.720000 sec): 3 clusters
  Score: Raw -203812.765586 + Penalty 2447.928647 = -201364.836940
  nChanged 2
		SP:Iteration 12Q (9086.720000 sec): 3 clusters
  Score: Raw -203814.083232 + Penalty 2447.928647 = -201366.154585
  nChanged 3
		SP:Iteration 13Q (9086.730000 sec): 3 clusters
  Score: Raw -203815.294379 + Penalty 2447.928647 = -201367.365732
  nChanged 4
		SP:Iteration 14Q (9086.730000 sec): 3 clusters
  Score: Raw -203816.740620 + Penalty 2447.928647 = -201368.811974
  nChanged 3
		SP:Iteration 15Q (9086.740000 sec): 3 clusters
  Score: Raw -203818.235661 + Penalty 2447.928647 = -201370.307015
  nChanged 1
		SP:Iteration 16Q (9086.740000 sec): 3 clusters
  Score: Raw -203818.779797 + Penalty 2447.928647 = -201370.851150
  nChanged 0
		SP:Iteration 17F (9086.740000 sec): 3 clusters
  Score: Raw -203818.779797 + Penalty 2447.928647 = -201370.851150
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 28 (3295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9086.760000 sec): 2 clusters
  Score: Raw -376374.171055 + Penalty 1316.276235 = -375057.894820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9086.770000 sec): 3 clusters
  Score: Raw -374814.253621 + Penalty 2632.552470 = -372181.701151
  nChanged 1267
		SP:Iteration 1F (9086.780000 sec): 3 clusters
  Score: Raw -375597.103612 + Penalty 2632.552470 = -372964.551141
  nChanged 298
		SP:Iteration 2F (9086.780000 sec): 3 clusters
  Score: Raw -375863.070770 + Penalty 2632.552470 = -373230.518300
  nChanged 279
		SP:Iteration 3F (9086.790000 sec): 3 clusters
  Score: Raw -376188.409285 + Penalty 2632.552470 = -373555.856814
  nChanged 271
		SP:Iteration 4F (9086.800000 sec): 3 clusters
  Score: Raw -376504.808130 + Penalty 2632.552470 = -373872.255660
  nChanged 251
		SP:Iteration 5F (9086.810000 sec): 3 clusters
  Score: Raw -376817.598186 + Penalty 2632.552470 = -374185.045716
  nChanged 202
		SP:Iteration 6F (9086.820000 sec): 3 clusters
  Score: Raw -377033.494931 + Penalty 2632.552470 = -374400.942461
  nChanged 125
		SP:Iteration 7Q (9086.820000 sec): 3 clusters
  Score: Raw -377113.968338 + Penalty 2632.552470 = -374481.415867
  nChanged 74
		SP:Iteration 8Q (9086.830000 sec): 3 clusters
  Score: Raw -377158.856089 + Penalty 2632.552470 = -374526.303619
  nChanged 44
		SP:Iteration 9Q (9086.840000 sec): 3 clusters
  Score: Raw -377181.257701 + Penalty 2632.552470 = -374548.705230
  nChanged 32
		SP:Iteration 10Q (9086.850000 sec): 3 clusters
  Score: Raw -377196.549394 + Penalty 2632.552470 = -374563.996923
  nChanged 28
		SP:Iteration 11Q (9086.860000 sec): 3 clusters
  Score: Raw -377206.715238 + Penalty 2632.552470 = -374574.162768
  nChanged 15
		SP:Iteration 12Q (9086.860000 sec): 3 clusters
  Score: Raw -377213.689655 + Penalty 2632.552470 = -374581.137184
  nChanged 14
		SP:Iteration 13Q (9086.870000 sec): 3 clusters
  Score: Raw -377220.129166 + Penalty 2632.552470 = -374587.576696
  nChanged 12
		SP:Iteration 14Q (9086.880000 sec): 3 clusters
  Score: Raw -377225.772870 + Penalty 2632.552470 = -374593.220399
  nChanged 8
		SP:Iteration 15Q (9086.890000 sec): 3 clusters
  Score: Raw -377228.294181 + Penalty 2632.552470 = -374595.741711
  nChanged 2
		SP:Iteration 16Q (9086.900000 sec): 3 clusters
  Score: Raw -377229.192906 + Penalty 2632.552470 = -374596.640436
  nChanged 3
		SP:Iteration 17Q (9086.900000 sec): 3 clusters
  Score: Raw -377229.983925 + Penalty 2632.552470 = -374597.431455
  nChanged 3
		SP:Iteration 18Q (9086.920000 sec): 3 clusters
  Score: Raw -377230.620498 + Penalty 2632.552470 = -374598.068028
  nChanged 0
		SP:Iteration 19F (9086.920000 sec): 3 clusters
  Score: Raw -377230.620498 + Penalty 2632.552470 = -374598.068028
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 29 (7858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9086.950000 sec): 2 clusters
  Score: Raw -860928.716372 + Penalty 1457.509203 = -859471.207169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9086.970000 sec): 3 clusters
  Score: Raw -856536.700146 + Penalty 2915.018405 = -853621.681741
  nChanged 3366
		SP:Iteration 1F (9086.990000 sec): 3 clusters
  Score: Raw -858307.758553 + Penalty 2915.018405 = -855392.740148
  nChanged 516
		SP:Iteration 2F (9087.010000 sec): 3 clusters
  Score: Raw -858580.007192 + Penalty 2915.018405 = -855664.988787
  nChanged 434
		SP:Iteration 3F (9087.030000 sec): 3 clusters
  Score: Raw -858802.801236 + Penalty 2915.018405 = -855887.782831
  nChanged 399
		SP:Iteration 4F (9087.050000 sec): 3 clusters
  Score: Raw -859019.451384 + Penalty 2915.018405 = -856104.432979
  nChanged 373
		SP:Iteration 5Q (9087.070000 sec): 3 clusters
  Score: Raw -859237.008140 + Penalty 2915.018405 = -856321.989735
  nChanged 354
		SP:Iteration 6Q (9087.090000 sec): 3 clusters
  Score: Raw -859454.313839 + Penalty 2915.018405 = -856539.295434
  nChanged 351
		SP:Iteration 7Q (9087.110000 sec): 3 clusters
  Score: Raw -859681.488560 + Penalty 2915.018405 = -856766.470155
  nChanged 360
		SP:Iteration 8Q (9087.120000 sec): 3 clusters
  Score: Raw -859924.718808 + Penalty 2915.018405 = -857009.700403
  nChanged 342
		SP:Iteration 9Q (9087.140000 sec): 3 clusters
  Score: Raw -860161.066387 + Penalty 2915.018405 = -857246.047982
  nChanged 331
		SP:Iteration 10Q (9087.160000 sec): 3 clusters
  Score: Raw -860387.577536 + Penalty 2915.018405 = -857472.559131
  nChanged 276
		SP:Iteration 11Q (9087.180000 sec): 3 clusters
  Score: Raw -860591.286996 + Penalty 2915.018405 = -857676.268590
  nChanged 259
		SP:Iteration 12Q (9087.200000 sec): 3 clusters
  Score: Raw -860793.029146 + Penalty 2915.018405 = -857878.010741
  nChanged 232
		SP:Iteration 13Q (9087.220000 sec): 3 clusters
  Score: Raw -860989.499624 + Penalty 2915.018405 = -858074.481219
  nChanged 193
		SP:Iteration 14Q (9087.240000 sec): 3 clusters
  Score: Raw -861124.319812 + Penalty 2915.018405 = -858209.301407
  nChanged 148
		SP:Iteration 15Q (9087.260000 sec): 3 clusters
  Score: Raw -861207.283802 + Penalty 2915.018405 = -858292.265397
  nChanged 113
		SP:Iteration 16Q (9087.270000 sec): 3 clusters
  Score: Raw -861257.168776 + Penalty 2915.018405 = -858342.150371
  nChanged 96
		SP:Iteration 17Q (9087.290000 sec): 3 clusters
  Score: Raw -861307.589998 + Penalty 2915.018405 = -858392.571593
  nChanged 81
		SP:Iteration 18Q (9087.310000 sec): 3 clusters
  Score: Raw -861346.836755 + Penalty 2915.018405 = -858431.818350
  nChanged 77
		SP:Iteration 19Q (9087.320000 sec): 3 clusters
  Score: Raw -861374.885166 + Penalty 2915.018405 = -858459.866761
  nChanged 53
		SP:Iteration 20F (9087.340000 sec): 3 clusters
  Score: Raw -861399.163770 + Penalty 2915.018405 = -858484.145365
  nChanged 48
		SP:Iteration 21Q (9087.360000 sec): 3 clusters
  Score: Raw -861416.027115 + Penalty 2915.018405 = -858501.008710
  nChanged 41
		SP:Iteration 22Q (9087.380000 sec): 3 clusters
  Score: Raw -861425.724860 + Penalty 2915.018405 = -858510.706455
  nChanged 29
		SP:Iteration 23Q (9087.400000 sec): 3 clusters
  Score: Raw -861433.861667 + Penalty 2915.018405 = -858518.843261
  nChanged 33
		SP:Iteration 24Q (9087.420000 sec): 3 clusters
  Score: Raw -861441.585932 + Penalty 2915.018405 = -858526.567527
  nChanged 23
		SP:Iteration 25Q (9087.440000 sec): 3 clusters
  Score: Raw -861446.845809 + Penalty 2915.018405 = -858531.827404
  nChanged 24
		SP:Iteration 26Q (9087.450000 sec): 3 clusters
  Score: Raw -861451.896634 + Penalty 2915.018405 = -858536.878229
  nChanged 19
		SP:Iteration 27Q (9087.470000 sec): 3 clusters
  Score: Raw -861454.819800 + Penalty 2915.018405 = -858539.801395
  nChanged 14
		SP:Iteration 28Q (9087.490000 sec): 3 clusters
  Score: Raw -861457.521562 + Penalty 2915.018405 = -858542.503157
  nChanged 15
		SP:Iteration 29Q (9087.500000 sec): 3 clusters
  Score: Raw -861461.025863 + Penalty 2915.018405 = -858546.007458
  nChanged 13
		SP:Iteration 30Q (9087.520000 sec): 3 clusters
  Score: Raw -861464.012195 + Penalty 2915.018405 = -858548.993790
  nChanged 11
		SP:Iteration 31Q (9087.540000 sec): 3 clusters
  Score: Raw -861467.576020 + Penalty 2915.018405 = -858552.557615
  nChanged 14
		SP:Iteration 32Q (9087.560000 sec): 3 clusters
  Score: Raw -861471.822029 + Penalty 2915.018405 = -858556.803624
  nChanged 19
		SP:Iteration 33Q (9087.580000 sec): 3 clusters
  Score: Raw -861475.820245 + Penalty 2915.018405 = -858560.801840
  nChanged 17
		SP:Iteration 34Q (9087.600000 sec): 3 clusters
  Score: Raw -861478.427119 + Penalty 2915.018405 = -858563.408714
  nChanged 10
		SP:Iteration 35Q (9087.610000 sec): 3 clusters
  Score: Raw -861479.967507 + Penalty 2915.018405 = -858564.949102
  nChanged 6
		SP:Iteration 36Q (9087.630000 sec): 3 clusters
  Score: Raw -861480.717158 + Penalty 2915.018405 = -858565.698753
  nChanged 5
		SP:Iteration 37Q (9087.640000 sec): 3 clusters
  Score: Raw -861481.173500 + Penalty 2915.018405 = -858566.155095
  nChanged 4
		SP:Iteration 38Q (9087.660000 sec): 3 clusters
  Score: Raw -861482.129663 + Penalty 2915.018405 = -858567.111258
  nChanged 8
		SP:Iteration 39Q (9087.680000 sec): 3 clusters
  Score: Raw -861483.768188 + Penalty 2915.018405 = -858568.749783
  nChanged 10
		SP:Iteration 40F (9087.700000 sec): 3 clusters
  Score: Raw -861485.886193 + Penalty 2915.018405 = -858570.867788
  nChanged 6
		SP:Iteration 41Q (9087.720000 sec): 3 clusters
  Score: Raw -861486.912360 + Penalty 2915.018405 = -858571.893955
  nChanged 4
		SP:Iteration 42Q (9087.730000 sec): 3 clusters
  Score: Raw -861488.202820 + Penalty 2915.018405 = -858573.184415
  nChanged 4
		SP:Iteration 43Q (9087.750000 sec): 3 clusters
  Score: Raw -861489.413844 + Penalty 2915.018405 = -858574.395439
  nChanged 6
		SP:Iteration 44Q (9087.770000 sec): 3 clusters
  Score: Raw -861490.569766 + Penalty 2915.018405 = -858575.551361
  nChanged 9
		SP:Iteration 45Q (9087.780000 sec): 3 clusters
  Score: Raw -861493.036164 + Penalty 2915.018405 = -858578.017759
  nChanged 8
		SP:Iteration 46Q (9087.800000 sec): 3 clusters
  Score: Raw -861494.790601 + Penalty 2915.018405 = -858579.772196
  nChanged 7
		SP:Iteration 47Q (9087.820000 sec): 3 clusters
  Score: Raw -861495.623677 + Penalty 2915.018405 = -858580.605272
  nChanged 6
		SP:Iteration 48Q (9087.840000 sec): 3 clusters
  Score: Raw -861496.525666 + Penalty 2915.018405 = -858581.507261
  nChanged 3
		SP:Iteration 49Q (9087.850000 sec): 3 clusters
  Score: Raw -861497.163563 + Penalty 2915.018405 = -858582.145158
  nChanged 3
		SP:Iteration 50Q (9087.870000 sec): 3 clusters
  Score: Raw -861497.855567 + Penalty 2915.018405 = -858582.837162
  nChanged 4
		SP:Iteration 51Q (9087.880000 sec): 3 clusters
  Score: Raw -861499.170463 + Penalty 2915.018405 = -858584.152058
  nChanged 6
		SP:Iteration 52Q (9087.900000 sec): 3 clusters
  Score: Raw -861500.606931 + Penalty 2915.018405 = -858585.588526
  nChanged 6
		SP:Iteration 53Q (9087.920000 sec): 3 clusters
  Score: Raw -861502.324492 + Penalty 2915.018405 = -858587.306087
  nChanged 7
		SP:Iteration 54Q (9087.940000 sec): 3 clusters
  Score: Raw -861503.418684 + Penalty 2915.018405 = -858588.400279
  nChanged 3
		SP:Iteration 55Q (9087.950000 sec): 3 clusters
  Score: Raw -861503.758718 + Penalty 2915.018405 = -858588.740313
  nChanged 3
		SP:Iteration 56Q (9087.970000 sec): 3 clusters
  Score: Raw -861504.178631 + Penalty 2915.018405 = -858589.160226
  nChanged 1
		SP:Iteration 57Q (9087.990000 sec): 3 clusters
  Score: Raw -861504.314536 + Penalty 2915.018405 = -858589.296130
  nChanged 1
		SP:Iteration 58Q (9088.000000 sec): 3 clusters
  Score: Raw -861504.792608 + Penalty 2915.018405 = -858589.774203
  nChanged 2
		SP:Iteration 59Q (9088.020000 sec): 3 clusters
  Score: Raw -861505.094126 + Penalty 2915.018405 = -858590.075721
  nChanged 1
		SP:Iteration 60F (9088.040000 sec): 3 clusters
  Score: Raw -861505.163739 + Penalty 2915.018405 = -858590.145334
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 30 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9088.060000 sec): 2 clusters
  Score: Raw -410031.925844 + Penalty 1342.204006 = -408689.721838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9088.070000 sec): 3 clusters
  Score: Raw -408156.166001 + Penalty 2684.408012 = -405471.757988
  nChanged 1491
		SP:Iteration 1F (9088.080000 sec): 3 clusters
  Score: Raw -409175.300673 + Penalty 2684.408012 = -406490.892661
  nChanged 348
		SP:Iteration 2F (9088.090000 sec): 3 clusters
  Score: Raw -409465.365792 + Penalty 2684.408012 = -406780.957779
  nChanged 278
		SP:Iteration 3F (9088.100000 sec): 3 clusters
  Score: Raw -409688.882966 + Penalty 2684.408012 = -407004.474954
  nChanged 207
		SP:Iteration 4F (9088.110000 sec): 3 clusters
  Score: Raw -409846.359642 + Penalty 2684.408012 = -407161.951630
  nChanged 174
		SP:Iteration 5Q (9088.120000 sec): 3 clusters
  Score: Raw -409972.894501 + Penalty 2684.408012 = -407288.486489
  nChanged 139
		SP:Iteration 6Q (9088.130000 sec): 3 clusters
  Score: Raw -410066.990470 + Penalty 2684.408012 = -407382.582458
  nChanged 116
		SP:Iteration 7Q (9088.140000 sec): 3 clusters
  Score: Raw -410148.895496 + Penalty 2684.408012 = -407464.487484
  nChanged 104
		SP:Iteration 8Q (9088.140000 sec): 3 clusters
  Score: Raw -410203.674221 + Penalty 2684.408012 = -407519.266208
  nChanged 78
		SP:Iteration 9Q (9088.160000 sec): 3 clusters
  Score: Raw -410241.837105 + Penalty 2684.408012 = -407557.429093
  nChanged 78
		SP:Iteration 10Q (9088.160000 sec): 3 clusters
  Score: Raw -410276.355958 + Penalty 2684.408012 = -407591.947945
  nChanged 60
		SP:Iteration 11Q (9088.170000 sec): 3 clusters
  Score: Raw -410303.256021 + Penalty 2684.408012 = -407618.848009
  nChanged 49
		SP:Iteration 12Q (9088.180000 sec): 3 clusters
  Score: Raw -410322.783886 + Penalty 2684.408012 = -407638.375874
  nChanged 36
		SP:Iteration 13Q (9088.190000 sec): 3 clusters
  Score: Raw -410337.946331 + Penalty 2684.408012 = -407653.538319
  nChanged 32
		SP:Iteration 14Q (9088.200000 sec): 3 clusters
  Score: Raw -410348.700299 + Penalty 2684.408012 = -407664.292286
  nChanged 18
		SP:Iteration 15Q (9088.210000 sec): 3 clusters
  Score: Raw -410354.543550 + Penalty 2684.408012 = -407670.135538
  nChanged 13
		SP:Iteration 16Q (9088.220000 sec): 3 clusters
  Score: Raw -410357.685500 + Penalty 2684.408012 = -407673.277487
  nChanged 7
		SP:Iteration 17Q (9088.230000 sec): 3 clusters
  Score: Raw -410359.682316 + Penalty 2684.408012 = -407675.274303
  nChanged 11
		SP:Iteration 18Q (9088.240000 sec): 3 clusters
  Score: Raw -410361.964062 + Penalty 2684.408012 = -407677.556050
  nChanged 4
		SP:Iteration 19Q (9088.250000 sec): 3 clusters
  Score: Raw -410362.568621 + Penalty 2684.408012 = -407678.160609
  nChanged 2
		SP:Iteration 20F (9088.260000 sec): 3 clusters
  Score: Raw -410362.858771 + Penalty 2684.408012 = -407678.450759
  nChanged 2
		SP:Iteration 21Q (9088.270000 sec): 3 clusters
  Score: Raw -410363.091020 + Penalty 2684.408012 = -407678.683008
  nChanged 1
		SP:Iteration 22Q (9088.280000 sec): 3 clusters
  Score: Raw -410363.405706 + Penalty 2684.408012 = -407678.997694
  nChanged 2
		SP:Iteration 23Q (9088.280000 sec): 3 clusters
  Score: Raw -410363.799274 + Penalty 2684.408012 = -407679.391261
  nChanged 2
		SP:Iteration 24Q (9088.300000 sec): 3 clusters
  Score: Raw -410364.679148 + Penalty 2684.408012 = -407680.271135
  nChanged 2
		SP:Iteration 25Q (9088.300000 sec): 3 clusters
  Score: Raw -410365.266481 + Penalty 2684.408012 = -407680.858469
  nChanged 4
		SP:Iteration 26Q (9088.310000 sec): 3 clusters
  Score: Raw -410366.197879 + Penalty 2684.408012 = -407681.789867
  nChanged 1
		SP:Iteration 27Q (9088.320000 sec): 3 clusters
  Score: Raw -410366.269736 + Penalty 2684.408012 = -407681.861724
  nChanged 0
		SP:Iteration 28F (9088.330000 sec): 3 clusters
  Score: Raw -410366.269736 + Penalty 2684.408012 = -407681.861724
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 31 (38851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9088.460000 sec): 2 clusters
  Score: Raw -4578627.054787 + Penalty 1717.216978 = -4576909.837809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9088.560000 sec): 3 clusters
  Score: Raw -4554301.735641 + Penalty 3434.433956 = -4550867.301685
  nChanged 18094
		SP:Iteration 1F (9088.670000 sec): 3 clusters
  Score: Raw -4564390.259626 + Penalty 3434.433956 = -4560955.825670
  nChanged 1665
		SP:Iteration 2Q (9088.780000 sec): 3 clusters
  Score: Raw -4564936.018700 + Penalty 3434.433956 = -4561501.584744
  nChanged 1652
		SP:Iteration 3Q (9088.880000 sec): 3 clusters
  Score: Raw -4565545.299296 + Penalty 3434.433956 = -4562110.865340
  nChanged 1733
		SP:Iteration 4Q (9088.990000 sec): 3 clusters
  Score: Raw -4566308.450185 + Penalty 3434.433956 = -4562874.016229
  nChanged 1913
		SP:Iteration 5Q (9089.100000 sec): 3 clusters
  Score: Raw -4567337.902016 + Penalty 3434.433956 = -4563903.468060
  nChanged 2167
		SP:Iteration 6F (9089.200000 sec): 3 clusters
  Score: Raw -4568790.292392 + Penalty 3434.433956 = -4565355.858436
  nChanged 2600
		SP:Iteration 7F (9089.300000 sec): 3 clusters
  Score: Raw -4570762.303446 + Penalty 3434.433956 = -4567327.869489
  nChanged 2754
		SP:Iteration 8F (9089.410000 sec): 3 clusters
  Score: Raw -4573038.417529 + Penalty 3434.433956 = -4569603.983573
  nChanged 2537
		SP:Iteration 9F (9089.510000 sec): 3 clusters
  Score: Raw -4575249.892885 + Penalty 3434.433956 = -4571815.458929
  nChanged 1952
		SP:Iteration 10F (9089.620000 sec): 3 clusters
  Score: Raw -4576945.136221 + Penalty 3434.433956 = -4573510.702265
  nChanged 1123
		SP:Iteration 11Q (9089.700000 sec): 3 clusters
  Score: Raw -4577889.979552 + Penalty 3434.433956 = -4574455.545596
  nChanged 564
		SP:Iteration 12Q (9089.790000 sec): 3 clusters
  Score: Raw -4578372.619232 + Penalty 3434.433956 = -4574938.185276
  nChanged 241
		SP:Iteration 13Q (9089.860000 sec): 3 clusters
  Score: Raw -4578586.768914 + Penalty 3434.433956 = -4575152.334958
  nChanged 114
		SP:Iteration 14Q (9089.940000 sec): 3 clusters
  Score: Raw -4578702.316592 + Penalty 3434.433956 = -4575267.882636
  nChanged 70
		SP:Iteration 15Q (9090.020000 sec): 3 clusters
  Score: Raw -4578782.667337 + Penalty 3434.433956 = -4575348.233381
  nChanged 50
		SP:Iteration 16Q (9090.090000 sec): 3 clusters
  Score: Raw -4578826.819070 + Penalty 3434.433956 = -4575392.385114
  nChanged 29
		SP:Iteration 17Q (9090.160000 sec): 3 clusters
  Score: Raw -4578854.339795 + Penalty 3434.433956 = -4575419.905839
  nChanged 21
		SP:Iteration 18Q (9090.230000 sec): 3 clusters
  Score: Raw -4578874.294332 + Penalty 3434.433956 = -4575439.860376
  nChanged 11
		SP:Iteration 19Q (9090.300000 sec): 3 clusters
  Score: Raw -4578883.447366 + Penalty 3434.433956 = -4575449.013410
  nChanged 4
		SP:Iteration 20F (9090.400000 sec): 3 clusters
  Score: Raw -4578887.488376 + Penalty 3434.433956 = -4575453.054420
  nChanged 7
		SP:Iteration 21Q (9090.480000 sec): 3 clusters
  Score: Raw -4578893.851984 + Penalty 3434.433956 = -4575459.418028
  nChanged 3
		SP:Iteration 22Q (9090.550000 sec): 3 clusters
  Score: Raw -4578897.187782 + Penalty 3434.433956 = -4575462.753825
  nChanged 5
		SP:Iteration 23Q (9090.620000 sec): 3 clusters
  Score: Raw -4578902.629408 + Penalty 3434.433956 = -4575468.195452
  nChanged 5
		SP:Iteration 24Q (9090.690000 sec): 3 clusters
  Score: Raw -4578907.670453 + Penalty 3434.433956 = -4575473.236497
  nChanged 4
		SP:Iteration 25Q (9090.760000 sec): 3 clusters
  Score: Raw -4578910.020021 + Penalty 3434.433956 = -4575475.586065
  nChanged 0
		SP:Iteration 26F (9090.860000 sec): 3 clusters
  Score: Raw -4578910.020021 + Penalty 3434.433956 = -4575475.586065
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 32 (15187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9090.920000 sec): 2 clusters
  Score: Raw -1644091.015766 + Penalty 1564.581700 = -1642526.434066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9090.960000 sec): 3 clusters
  Score: Raw -1635158.535197 + Penalty 3129.163400 = -1632029.371797
  nChanged 6727
		SP:Iteration 1F (9091.000000 sec): 3 clusters
  Score: Raw -1639030.381141 + Penalty 3129.163400 = -1635901.217741
  nChanged 1043
		SP:Iteration 2F (9091.040000 sec): 3 clusters
  Score: Raw -1639599.944495 + Penalty 3129.163400 = -1636470.781095
  nChanged 1000
		SP:Iteration 3F (9091.080000 sec): 3 clusters
  Score: Raw -1640153.475887 + Penalty 3129.163400 = -1637024.312486
  nChanged 857
		SP:Iteration 4F (9091.110000 sec): 3 clusters
  Score: Raw -1640650.037863 + Penalty 3129.163400 = -1637520.874463
  nChanged 827
		SP:Iteration 5F (9091.150000 sec): 3 clusters
  Score: Raw -1641127.892096 + Penalty 3129.163400 = -1637998.728695
  nChanged 755
		SP:Iteration 6Q (9091.190000 sec): 3 clusters
  Score: Raw -1641547.327094 + Penalty 3129.163400 = -1638418.163694
  nChanged 724
		SP:Iteration 7Q (9091.230000 sec): 3 clusters
  Score: Raw -1641944.510146 + Penalty 3129.163400 = -1638815.346746
  nChanged 620
		SP:Iteration 8Q (9091.270000 sec): 3 clusters
  Score: Raw -1642246.925462 + Penalty 3129.163400 = -1639117.762062
  nChanged 530
		SP:Iteration 9Q (9091.310000 sec): 3 clusters
  Score: Raw -1642506.240497 + Penalty 3129.163400 = -1639377.077096
  nChanged 457
		SP:Iteration 10Q (9091.350000 sec): 3 clusters
  Score: Raw -1642702.739440 + Penalty 3129.163400 = -1639573.576039
  nChanged 397
		SP:Iteration 11Q (9091.380000 sec): 3 clusters
  Score: Raw -1642863.976972 + Penalty 3129.163400 = -1639734.813572
  nChanged 335
		SP:Iteration 12Q (9091.420000 sec): 3 clusters
  Score: Raw -1643004.855933 + Penalty 3129.163400 = -1639875.692533
  nChanged 294
		SP:Iteration 13Q (9091.460000 sec): 3 clusters
  Score: Raw -1643121.726151 + Penalty 3129.163400 = -1639992.562751
  nChanged 260
		SP:Iteration 14Q (9091.500000 sec): 3 clusters
  Score: Raw -1643226.413859 + Penalty 3129.163400 = -1640097.250458
  nChanged 241
		SP:Iteration 15Q (9091.540000 sec): 3 clusters
  Score: Raw -1643323.678205 + Penalty 3129.163400 = -1640194.514804
  nChanged 222
		SP:Iteration 16Q (9091.580000 sec): 3 clusters
  Score: Raw -1643410.719277 + Penalty 3129.163400 = -1640281.555877
  nChanged 193
		SP:Iteration 17Q (9091.610000 sec): 3 clusters
  Score: Raw -1643478.911001 + Penalty 3129.163400 = -1640349.747600
  nChanged 157
		SP:Iteration 18Q (9091.650000 sec): 3 clusters
  Score: Raw -1643533.673257 + Penalty 3129.163400 = -1640404.509856
  nChanged 166
		SP:Iteration 19Q (9091.680000 sec): 3 clusters
  Score: Raw -1643590.975636 + Penalty 3129.163400 = -1640461.812236
  nChanged 174
		SP:Iteration 20F (9091.720000 sec): 3 clusters
  Score: Raw -1643659.194835 + Penalty 3129.163400 = -1640530.031435
  nChanged 206
		SP:Iteration 21Q (9091.760000 sec): 3 clusters
  Score: Raw -1643738.935791 + Penalty 3129.163400 = -1640609.772391
  nChanged 184
		SP:Iteration 22Q (9091.800000 sec): 3 clusters
  Score: Raw -1643805.184406 + Penalty 3129.163400 = -1640676.021005
  nChanged 164
		SP:Iteration 23Q (9091.830000 sec): 3 clusters
  Score: Raw -1643865.442807 + Penalty 3129.163400 = -1640736.279407
  nChanged 161
		SP:Iteration 24Q (9091.870000 sec): 3 clusters
  Score: Raw -1643929.990157 + Penalty 3129.163400 = -1640800.826757
  nChanged 167
		SP:Iteration 25Q (9091.900000 sec): 3 clusters
  Score: Raw -1644012.289855 + Penalty 3129.163400 = -1640883.126455
  nChanged 175
		SP:Iteration 26Q (9091.940000 sec): 3 clusters
  Score: Raw -1644094.966312 + Penalty 3129.163400 = -1640965.802912
  nChanged 160
		SP:Iteration 27Q (9091.970000 sec): 3 clusters
  Score: Raw -1644151.422973 + Penalty 3129.163400 = -1641022.259572
  nChanged 141
		SP:Iteration 28Q (9092.000000 sec): 3 clusters
  Score: Raw -1644197.891441 + Penalty 3129.163400 = -1641068.728040
  nChanged 139
		SP:Iteration 29Q (9092.040000 sec): 3 clusters
  Score: Raw -1644250.049182 + Penalty 3129.163400 = -1641120.885781
  nChanged 141
		SP:Iteration 30Q (9092.070000 sec): 3 clusters
  Score: Raw -1644301.807496 + Penalty 3129.163400 = -1641172.644096
  nChanged 139
		SP:Iteration 31Q (9092.110000 sec): 3 clusters
  Score: Raw -1644351.974491 + Penalty 3129.163400 = -1641222.811091
  nChanged 134
		SP:Iteration 32Q (9092.140000 sec): 3 clusters
  Score: Raw -1644401.437593 + Penalty 3129.163400 = -1641272.274193
  nChanged 136
		SP:Iteration 33Q (9092.180000 sec): 3 clusters
  Score: Raw -1644452.933333 + Penalty 3129.163400 = -1641323.769933
  nChanged 115
		SP:Iteration 34Q (9092.210000 sec): 3 clusters
  Score: Raw -1644494.627164 + Penalty 3129.163400 = -1641365.463764
  nChanged 103
		SP:Iteration 35Q (9092.240000 sec): 3 clusters
  Score: Raw -1644529.900412 + Penalty 3129.163400 = -1641400.737011
  nChanged 93
		SP:Iteration 36Q (9092.270000 sec): 3 clusters
  Score: Raw -1644561.818984 + Penalty 3129.163400 = -1641432.655584
  nChanged 96
		SP:Iteration 37Q (9092.310000 sec): 3 clusters
  Score: Raw -1644599.439495 + Penalty 3129.163400 = -1641470.276095
  nChanged 94
		SP:Iteration 38Q (9092.340000 sec): 3 clusters
  Score: Raw -1644630.041016 + Penalty 3129.163400 = -1641500.877616
  nChanged 89
		SP:Iteration 39Q (9092.370000 sec): 3 clusters
  Score: Raw -1644661.091354 + Penalty 3129.163400 = -1641531.927954
  nChanged 93
		SP:Iteration 40F (9092.410000 sec): 3 clusters
  Score: Raw -1644700.132108 + Penalty 3129.163400 = -1641570.968708
  nChanged 94
		SP:Iteration 41Q (9092.440000 sec): 3 clusters
  Score: Raw -1644743.995843 + Penalty 3129.163400 = -1641614.832443
  nChanged 88
		SP:Iteration 42Q (9092.470000 sec): 3 clusters
  Score: Raw -1644781.444786 + Penalty 3129.163400 = -1641652.281386
  nChanged 76
		SP:Iteration 43Q (9092.500000 sec): 3 clusters
  Score: Raw -1644823.111207 + Penalty 3129.163400 = -1641693.947806
  nChanged 76
		SP:Iteration 44Q (9092.540000 sec): 3 clusters
  Score: Raw -1644854.987172 + Penalty 3129.163400 = -1641725.823771
  nChanged 61
		SP:Iteration 45Q (9092.560000 sec): 3 clusters
  Score: Raw -1644879.377142 + Penalty 3129.163400 = -1641750.213741
  nChanged 46
		SP:Iteration 46Q (9092.600000 sec): 3 clusters
  Score: Raw -1644896.302563 + Penalty 3129.163400 = -1641767.139163
  nChanged 40
		SP:Iteration 47Q (9092.630000 sec): 3 clusters
  Score: Raw -1644910.128141 + Penalty 3129.163400 = -1641780.964741
  nChanged 38
		SP:Iteration 48Q (9092.660000 sec): 3 clusters
  Score: Raw -1644921.209221 + Penalty 3129.163400 = -1641792.045820
  nChanged 25
		SP:Iteration 49Q (9092.690000 sec): 3 clusters
  Score: Raw -1644930.165127 + Penalty 3129.163400 = -1641801.001727
  nChanged 27
		SP:Iteration 50Q (9092.720000 sec): 3 clusters
  Score: Raw -1644939.063263 + Penalty 3129.163400 = -1641809.899863
  nChanged 25
		SP:Iteration 51Q (9092.750000 sec): 3 clusters
  Score: Raw -1644946.792226 + Penalty 3129.163400 = -1641817.628825
  nChanged 24
		SP:Iteration 52Q (9092.780000 sec): 3 clusters
  Score: Raw -1644952.872076 + Penalty 3129.163400 = -1641823.708676
  nChanged 18
		SP:Iteration 53Q (9092.820000 sec): 3 clusters
  Score: Raw -1644958.293137 + Penalty 3129.163400 = -1641829.129737
  nChanged 16
		SP:Iteration 54Q (9092.850000 sec): 3 clusters
  Score: Raw -1644962.716480 + Penalty 3129.163400 = -1641833.553080
  nChanged 15
		SP:Iteration 55Q (9092.890000 sec): 3 clusters
  Score: Raw -1644967.208970 + Penalty 3129.163400 = -1641838.045570
  nChanged 12
		SP:Iteration 56Q (9092.920000 sec): 3 clusters
  Score: Raw -1644971.433089 + Penalty 3129.163400 = -1641842.269689
  nChanged 15
		SP:Iteration 57Q (9092.950000 sec): 3 clusters
  Score: Raw -1644975.517939 + Penalty 3129.163400 = -1641846.354538
  nChanged 9
		SP:Iteration 58Q (9092.980000 sec): 3 clusters
  Score: Raw -1644977.782673 + Penalty 3129.163400 = -1641848.619272
  nChanged 11
		SP:Iteration 59Q (9093.010000 sec): 3 clusters
  Score: Raw -1644981.424468 + Penalty 3129.163400 = -1641852.261068
  nChanged 10
		SP:Iteration 60F (9093.050000 sec): 3 clusters
  Score: Raw -1644983.970674 + Penalty 3129.163400 = -1641854.807274
  nChanged 9
		SP:Iteration 61Q (9093.070000 sec): 3 clusters
  Score: Raw -1644986.777489 + Penalty 3129.163400 = -1641857.614089
  nChanged 15
		SP:Iteration 62Q (9093.110000 sec): 3 clusters
  Score: Raw -1644991.044874 + Penalty 3129.163400 = -1641861.881473
  nChanged 7
		SP:Iteration 63Q (9093.130000 sec): 3 clusters
  Score: Raw -1644992.746135 + Penalty 3129.163400 = -1641863.582735
  nChanged 3
		SP:Iteration 64Q (9093.170000 sec): 3 clusters
  Score: Raw -1644993.325359 + Penalty 3129.163400 = -1641864.161959
  nChanged 3
		SP:Iteration 65Q (9093.190000 sec): 3 clusters
  Score: Raw -1644993.973401 + Penalty 3129.163400 = -1641864.810001
  nChanged 3
		SP:Iteration 66Q (9093.230000 sec): 3 clusters
  Score: Raw -1644994.560521 + Penalty 3129.163400 = -1641865.397120
  nChanged 4
		SP:Iteration 67Q (9093.260000 sec): 3 clusters
  Score: Raw -1644995.660087 + Penalty 3129.163400 = -1641866.496687
  nChanged 3
		SP:Iteration 68Q (9093.290000 sec): 3 clusters
  Score: Raw -1644996.188578 + Penalty 3129.163400 = -1641867.025178
  nChanged 1
		SP:Iteration 69Q (9093.320000 sec): 3 clusters
  Score: Raw -1644996.328541 + Penalty 3129.163400 = -1641867.165140
  nChanged 1
		SP:Iteration 70Q (9093.350000 sec): 3 clusters
  Score: Raw -1644996.517163 + Penalty 3129.163400 = -1641867.353763
  nChanged 0
		SP:Iteration 71F (9093.390000 sec): 3 clusters
  Score: Raw -1644996.517163 + Penalty 3129.163400 = -1641867.353763
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 33 (572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9093.410000 sec): 2 clusters
  Score: Raw -65030.618725 + Penalty 1031.735086 = -63998.883639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9093.410000 sec): 3 clusters
  Score: Raw -64938.798754 + Penalty 2063.470172 = -62875.328582
  nChanged 124
		SP:Iteration 1F (9093.410000 sec): 3 clusters
  Score: Raw -65087.567007 + Penalty 2063.470172 = -63024.096835
  nChanged 32
		SP:Iteration 2F (9093.410000 sec): 3 clusters
  Score: Raw -65140.979200 + Penalty 2063.470172 = -63077.509028
  nChanged 19
		SP:Iteration 3Q (9093.410000 sec): 3 clusters
  Score: Raw -65167.539836 + Penalty 2063.470172 = -63104.069664
  nChanged 10
		SP:Iteration 4Q (9093.410000 sec): 3 clusters
  Score: Raw -65181.942082 + Penalty 2063.470172 = -63118.471910
  nChanged 4
		SP:Iteration 5Q (9093.410000 sec): 3 clusters
  Score: Raw -65186.201267 + Penalty 2063.470172 = -63122.731095
  nChanged 4
		SP:Iteration 6Q (9093.410000 sec): 3 clusters
  Score: Raw -65189.248630 + Penalty 2063.470172 = -63125.778458
  nChanged 1
		SP:Iteration 7Q (9093.420000 sec): 3 clusters
  Score: Raw -65191.733157 + Penalty 2063.470172 = -63128.262985
  nChanged 5
		SP:Iteration 8Q (9093.420000 sec): 3 clusters
  Score: Raw -65199.470743 + Penalty 2063.470172 = -63136.000570
  nChanged 4
		SP:Iteration 9Q (9093.420000 sec): 3 clusters
  Score: Raw -65205.983118 + Penalty 2063.470172 = -63142.512946
  nChanged 4
		SP:Iteration 10Q (9093.420000 sec): 3 clusters
  Score: Raw -65212.871408 + Penalty 2063.470172 = -63149.401235
  nChanged 5
		SP:Iteration 11Q (9093.420000 sec): 3 clusters
  Score: Raw -65221.607916 + Penalty 2063.470172 = -63158.137744
  nChanged 3
		SP:Iteration 12Q (9093.420000 sec): 3 clusters
  Score: Raw -65225.771706 + Penalty 2063.470172 = -63162.301534
  nChanged 4
		SP:Iteration 13Q (9093.430000 sec): 3 clusters
  Score: Raw -65234.169668 + Penalty 2063.470172 = -63170.699496
  nChanged 4
		SP:Iteration 14Q (9093.430000 sec): 3 clusters
  Score: Raw -65237.386462 + Penalty 2063.470172 = -63173.916290
  nChanged 4
		SP:Iteration 15Q (9093.430000 sec): 3 clusters
  Score: Raw -65243.178294 + Penalty 2063.470172 = -63179.708121
  nChanged 2
		SP:Iteration 16Q (9093.430000 sec): 3 clusters
  Score: Raw -65246.138357 + Penalty 2063.470172 = -63182.668184
  nChanged 0
		SP:Iteration 17F (9093.430000 sec): 3 clusters
  Score: Raw -65246.138357 + Penalty 2063.470172 = -63182.668184
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 34 (320897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9094.470000 sec): 2 clusters
  Score: Raw -37200674.057027 + Penalty 2060.317265 = -37198613.739762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9095.340000 sec): 3 clusters
  Score: Raw -36985877.420499 + Penalty 4120.634530 = -36981756.785969
  nChanged 156728
		SP:Iteration 1F (9096.210000 sec): 3 clusters
  Score: Raw -37081274.047550 + Penalty 4120.634530 = -37077153.413020
  nChanged 9724
		SP:Iteration 2Q (9097.080000 sec): 3 clusters
  Score: Raw -37083804.968537 + Penalty 4120.634530 = -37079684.334006
  nChanged 11702
		SP:Iteration 3Q (9097.960000 sec): 3 clusters
  Score: Raw -37087826.667012 + Penalty 4120.634530 = -37083706.032481
  nChanged 14944
		SP:Iteration 4Q (9098.840000 sec): 3 clusters
  Score: Raw -37094847.432670 + Penalty 4120.634530 = -37090726.798140
  nChanged 19545
		SP:Iteration 5F (9099.700000 sec): 3 clusters
  Score: Raw -37106971.677639 + Penalty 4120.634530 = -37102851.043108
  nChanged 24610
		SP:Iteration 6F (9100.550000 sec): 3 clusters
  Score: Raw -37125750.701023 + Penalty 4120.634530 = -37121630.066492
  nChanged 27138
		SP:Iteration 7F (9101.400000 sec): 3 clusters
  Score: Raw -37149488.833571 + Penalty 4120.634530 = -37145368.199040
  nChanged 24641
		SP:Iteration 8F (9102.250000 sec): 3 clusters
  Score: Raw -37172504.169738 + Penalty 4120.634530 = -37168383.535207
  nChanged 17184
		SP:Iteration 9F (9103.100000 sec): 3 clusters
  Score: Raw -37188652.001314 + Penalty 4120.634530 = -37184531.366784
  nChanged 8891
		SP:Iteration 10Q (9103.850000 sec): 3 clusters
  Score: Raw -37196711.314623 + Penalty 4120.634530 = -37192590.680092
  nChanged 3384
		SP:Iteration 11Q (9104.530000 sec): 3 clusters
  Score: Raw -37199577.684251 + Penalty 4120.634530 = -37195457.049721
  nChanged 1067
		SP:Iteration 12Q (9105.160000 sec): 3 clusters
  Score: Raw -37200427.466121 + Penalty 4120.634530 = -37196306.831591
  nChanged 325
		SP:Iteration 13Q (9105.770000 sec): 3 clusters
  Score: Raw -37200702.631196 + Penalty 4120.634530 = -37196581.996666
  nChanged 113
		SP:Iteration 14Q (9106.360000 sec): 3 clusters
  Score: Raw -37200806.301288 + Penalty 4120.634530 = -37196685.666758
  nChanged 57
		SP:Iteration 15Q (9106.960000 sec): 3 clusters
  Score: Raw -37200866.599957 + Penalty 4120.634530 = -37196745.965427
  nChanged 29
		SP:Iteration 16Q (9107.540000 sec): 3 clusters
  Score: Raw -37200895.629450 + Penalty 4120.634530 = -37196774.994919
  nChanged 18
		SP:Iteration 17Q (9108.120000 sec): 3 clusters
  Score: Raw -37200912.198202 + Penalty 4120.634530 = -37196791.563672
  nChanged 9
		SP:Iteration 18Q (9108.710000 sec): 3 clusters
  Score: Raw -37200919.700707 + Penalty 4120.634530 = -37196799.066176
  nChanged 5
		SP:Iteration 19Q (9109.290000 sec): 3 clusters
  Score: Raw -37200924.666135 + Penalty 4120.634530 = -37196804.031605
  nChanged 4
		SP:Iteration 20F (9110.140000 sec): 3 clusters
  Score: Raw -37200928.078854 + Penalty 4120.634530 = -37196807.444324
  nChanged 6
		SP:Iteration 21Q (9110.740000 sec): 3 clusters
  Score: Raw -37200931.721908 + Penalty 4120.634530 = -37196811.087378
  nChanged 5
		SP:Iteration 22Q (9111.320000 sec): 3 clusters
  Score: Raw -37200936.741158 + Penalty 4120.634530 = -37196816.106628
  nChanged 5
		SP:Iteration 23Q (9111.910000 sec): 3 clusters
  Score: Raw -37200942.629669 + Penalty 4120.634530 = -37196821.995138
  nChanged 3
		SP:Iteration 24Q (9112.500000 sec): 3 clusters
  Score: Raw -37200945.807495 + Penalty 4120.634530 = -37196825.172965
  nChanged 2
		SP:Iteration 25Q (9113.090000 sec): 3 clusters
  Score: Raw -37200947.308991 + Penalty 4120.634530 = -37196826.674461
  nChanged 0
		SP:Iteration 26F (9113.930000 sec): 3 clusters
  Score: Raw -37200947.308991 + Penalty 4120.634530 = -37196826.674461
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 35 (4268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9114.110000 sec): 2 clusters
  Score: Raw -490286.211704 + Penalty 1358.321350 = -488927.890355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9114.120000 sec): 3 clusters
  Score: Raw -488157.620020 + Penalty 2716.642699 = -485440.977321
  nChanged 1683
		SP:Iteration 1F (9114.130000 sec): 3 clusters
  Score: Raw -489081.581210 + Penalty 2716.642699 = -486364.938511
  nChanged 270
		SP:Iteration 2F (9114.140000 sec): 3 clusters
  Score: Raw -489224.788680 + Penalty 2716.642699 = -486508.145981
  nChanged 196
		SP:Iteration 3Q (9114.150000 sec): 3 clusters
  Score: Raw -489319.017103 + Penalty 2716.642699 = -486602.374404
  nChanged 153
		SP:Iteration 4Q (9114.160000 sec): 3 clusters
  Score: Raw -489387.890921 + Penalty 2716.642699 = -486671.248221
  nChanged 132
		SP:Iteration 5Q (9114.170000 sec): 3 clusters
  Score: Raw -489455.611302 + Penalty 2716.642699 = -486738.968603
  nChanged 127
		SP:Iteration 6Q (9114.180000 sec): 3 clusters
  Score: Raw -489520.635458 + Penalty 2716.642699 = -486803.992759
  nChanged 118
		SP:Iteration 7Q (9114.200000 sec): 3 clusters
  Score: Raw -489588.621229 + Penalty 2716.642699 = -486871.978530
  nChanged 118
		SP:Iteration 8Q (9114.200000 sec): 3 clusters
  Score: Raw -489663.065325 + Penalty 2716.642699 = -486946.422626
  nChanged 137
		SP:Iteration 9Q (9114.220000 sec): 3 clusters
  Score: Raw -489753.945409 + Penalty 2716.642699 = -487037.302710
  nChanged 128
		SP:Iteration 10Q (9114.220000 sec): 3 clusters
  Score: Raw -489846.455483 + Penalty 2716.642699 = -487129.812784
  nChanged 123
		SP:Iteration 11Q (9114.240000 sec): 3 clusters
  Score: Raw -489945.408689 + Penalty 2716.642699 = -487228.765990
  nChanged 121
		SP:Iteration 12Q (9114.250000 sec): 3 clusters
  Score: Raw -490026.719259 + Penalty 2716.642699 = -487310.076560
  nChanged 94
		SP:Iteration 13Q (9114.260000 sec): 3 clusters
  Score: Raw -490093.339976 + Penalty 2716.642699 = -487376.697277
  nChanged 80
		SP:Iteration 14Q (9114.260000 sec): 3 clusters
  Score: Raw -490148.085627 + Penalty 2716.642699 = -487431.442928
  nChanged 63
		SP:Iteration 15Q (9114.280000 sec): 3 clusters
  Score: Raw -490193.723463 + Penalty 2716.642699 = -487477.080764
  nChanged 56
		SP:Iteration 16Q (9114.280000 sec): 3 clusters
  Score: Raw -490236.990165 + Penalty 2716.642699 = -487520.347466
  nChanged 52
		SP:Iteration 17Q (9114.290000 sec): 3 clusters
  Score: Raw -490278.135098 + Penalty 2716.642699 = -487561.492398
  nChanged 42
		SP:Iteration 18Q (9114.300000 sec): 3 clusters
  Score: Raw -490310.283682 + Penalty 2716.642699 = -487593.640983
  nChanged 26
		SP:Iteration 19Q (9114.310000 sec): 3 clusters
  Score: Raw -490329.350864 + Penalty 2716.642699 = -487612.708165
  nChanged 32
		SP:Iteration 20F (9114.320000 sec): 3 clusters
  Score: Raw -490359.251712 + Penalty 2716.642699 = -487642.609013
  nChanged 25
		SP:Iteration 21Q (9114.330000 sec): 3 clusters
  Score: Raw -490383.792106 + Penalty 2716.642699 = -487667.149407
  nChanged 20
		SP:Iteration 22Q (9114.340000 sec): 3 clusters
  Score: Raw -490402.595990 + Penalty 2716.642699 = -487685.953291
  nChanged 21
		SP:Iteration 23Q (9114.350000 sec): 3 clusters
  Score: Raw -490425.617350 + Penalty 2716.642699 = -487708.974651
  nChanged 13
		SP:Iteration 24Q (9114.360000 sec): 3 clusters
  Score: Raw -490434.852413 + Penalty 2716.642699 = -487718.209714
  nChanged 8
		SP:Iteration 25Q (9114.360000 sec): 3 clusters
  Score: Raw -490446.093814 + Penalty 2716.642699 = -487729.451115
  nChanged 11
		SP:Iteration 26Q (9114.370000 sec): 3 clusters
  Score: Raw -490454.016790 + Penalty 2716.642699 = -487737.374091
  nChanged 8
		SP:Iteration 27Q (9114.380000 sec): 3 clusters
  Score: Raw -490460.686118 + Penalty 2716.642699 = -487744.043419
  nChanged 6
		SP:Iteration 28Q (9114.390000 sec): 3 clusters
  Score: Raw -490464.963175 + Penalty 2716.642699 = -487748.320476
  nChanged 4
		SP:Iteration 29Q (9114.400000 sec): 3 clusters
  Score: Raw -490467.732218 + Penalty 2716.642699 = -487751.089519
  nChanged 2
		SP:Iteration 30Q (9114.410000 sec): 3 clusters
  Score: Raw -490468.970935 + Penalty 2716.642699 = -487752.328236
  nChanged 4
		SP:Iteration 31Q (9114.420000 sec): 3 clusters
  Score: Raw -490472.161559 + Penalty 2716.642699 = -487755.518860
  nChanged 1
		SP:Iteration 32Q (9114.420000 sec): 3 clusters
  Score: Raw -490472.540469 + Penalty 2716.642699 = -487755.897770
  nChanged 0
		SP:Iteration 33F (9114.430000 sec): 3 clusters
  Score: Raw -490472.540469 + Penalty 2716.642699 = -487755.897770
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 36 (24095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9114.510000 sec): 2 clusters
  Score: Raw -2836975.602387 + Penalty 1639.585940 = -2835336.016447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9114.580000 sec): 3 clusters
  Score: Raw -2822224.943520 + Penalty 3279.171879 = -2818945.771640
  nChanged 10989
		SP:Iteration 1F (9114.640000 sec): 3 clusters
  Score: Raw -2828195.139104 + Penalty 3279.171879 = -2824915.967224
  nChanged 1146
		SP:Iteration 2Q (9114.710000 sec): 3 clusters
  Score: Raw -2828623.496729 + Penalty 3279.171879 = -2825344.324849
  nChanged 1218
		SP:Iteration 3F (9114.770000 sec): 3 clusters
  Score: Raw -2829150.844646 + Penalty 3279.171879 = -2825871.672767
  nChanged 1296
		SP:Iteration 4F (9114.840000 sec): 3 clusters
  Score: Raw -2829782.356185 + Penalty 3279.171879 = -2826503.184305
  nChanged 1388
		SP:Iteration 5F (9114.900000 sec): 3 clusters
  Score: Raw -2830581.592642 + Penalty 3279.171879 = -2827302.420762
  nChanged 1609
		SP:Iteration 6F (9114.960000 sec): 3 clusters
  Score: Raw -2831582.435271 + Penalty 3279.171879 = -2828303.263392
  nChanged 1618
		SP:Iteration 7F (9115.030000 sec): 3 clusters
  Score: Raw -2832633.165565 + Penalty 3279.171879 = -2829353.993685
  nChanged 1504
		SP:Iteration 8F (9115.090000 sec): 3 clusters
  Score: Raw -2833632.546778 + Penalty 3279.171879 = -2830353.374899
  nChanged 1292
		SP:Iteration 9F (9115.160000 sec): 3 clusters
  Score: Raw -2834494.300783 + Penalty 3279.171879 = -2831215.128903
  nChanged 1028
		SP:Iteration 10Q (9115.220000 sec): 3 clusters
  Score: Raw -2835192.017368 + Penalty 3279.171879 = -2831912.845489
  nChanged 776
		SP:Iteration 11Q (9115.280000 sec): 3 clusters
  Score: Raw -2835708.640056 + Penalty 3279.171879 = -2832429.468176
  nChanged 612
		SP:Iteration 12Q (9115.350000 sec): 3 clusters
  Score: Raw -2836104.100567 + Penalty 3279.171879 = -2832824.928687
  nChanged 448
		SP:Iteration 13Q (9115.410000 sec): 3 clusters
  Score: Raw -2836401.284363 + Penalty 3279.171879 = -2833122.112483
  nChanged 339
		SP:Iteration 14Q (9115.480000 sec): 3 clusters
  Score: Raw -2836630.471033 + Penalty 3279.171879 = -2833351.299154
  nChanged 237
		SP:Iteration 15Q (9115.540000 sec): 3 clusters
  Score: Raw -2836803.782976 + Penalty 3279.171879 = -2833524.611097
  nChanged 159
		SP:Iteration 16Q (9115.590000 sec): 3 clusters
  Score: Raw -2836932.070267 + Penalty 3279.171879 = -2833652.898388
  nChanged 103
		SP:Iteration 17Q (9115.640000 sec): 3 clusters
  Score: Raw -2837006.469669 + Penalty 3279.171879 = -2833727.297789
  nChanged 49
		SP:Iteration 18Q (9115.700000 sec): 3 clusters
  Score: Raw -2837049.252067 + Penalty 3279.171879 = -2833770.080187
  nChanged 47
		SP:Iteration 19Q (9115.740000 sec): 3 clusters
  Score: Raw -2837098.134500 + Penalty 3279.171879 = -2833818.962621
  nChanged 38
		SP:Iteration 20F (9115.810000 sec): 3 clusters
  Score: Raw -2837130.394149 + Penalty 3279.171879 = -2833851.222269
  nChanged 25
		SP:Iteration 21Q (9115.860000 sec): 3 clusters
  Score: Raw -2837147.224336 + Penalty 3279.171879 = -2833868.052456
  nChanged 13
		SP:Iteration 22Q (9115.900000 sec): 3 clusters
  Score: Raw -2837157.421406 + Penalty 3279.171879 = -2833878.249527
  nChanged 5
		SP:Iteration 23Q (9115.950000 sec): 3 clusters
  Score: Raw -2837161.646531 + Penalty 3279.171879 = -2833882.474652
  nChanged 7
		SP:Iteration 24Q (9116.000000 sec): 3 clusters
  Score: Raw -2837166.756791 + Penalty 3279.171879 = -2833887.584911
  nChanged 3
		SP:Iteration 25Q (9116.040000 sec): 3 clusters
  Score: Raw -2837168.175188 + Penalty 3279.171879 = -2833889.003309
  nChanged 1
		SP:Iteration 26Q (9116.090000 sec): 3 clusters
  Score: Raw -2837168.833161 + Penalty 3279.171879 = -2833889.661281
  nChanged 1
		SP:Iteration 27Q (9116.140000 sec): 3 clusters
  Score: Raw -2837169.850794 + Penalty 3279.171879 = -2833890.678915
  nChanged 2
		SP:Iteration 28Q (9116.190000 sec): 3 clusters
  Score: Raw -2837171.035614 + Penalty 3279.171879 = -2833891.863734
  nChanged 2
		SP:Iteration 29Q (9116.240000 sec): 3 clusters
  Score: Raw -2837172.184779 + Penalty 3279.171879 = -2833893.012899
  nChanged 2
		SP:Iteration 30Q (9116.290000 sec): 3 clusters
  Score: Raw -2837174.344882 + Penalty 3279.171879 = -2833895.173002
  nChanged 6
		SP:Iteration 31Q (9116.340000 sec): 3 clusters
  Score: Raw -2837179.088904 + Penalty 3279.171879 = -2833899.917024
  nChanged 4
		SP:Iteration 32Q (9116.390000 sec): 3 clusters
  Score: Raw -2837181.217492 + Penalty 3279.171879 = -2833902.045613
  nChanged 4
		SP:Iteration 33Q (9116.440000 sec): 3 clusters
  Score: Raw -2837184.365005 + Penalty 3279.171879 = -2833905.193126
  nChanged 6
		SP:Iteration 34Q (9116.480000 sec): 3 clusters
  Score: Raw -2837190.500516 + Penalty 3279.171879 = -2833911.328636
  nChanged 3
		SP:Iteration 35Q (9116.530000 sec): 3 clusters
  Score: Raw -2837192.338739 + Penalty 3279.171879 = -2833913.166860
  nChanged 0
		SP:Iteration 36F (9116.590000 sec): 3 clusters
  Score: Raw -2837192.338739 + Penalty 3279.171879 = -2833913.166860
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 37 (6780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9116.630000 sec): 2 clusters
  Score: Raw -784974.229690 + Penalty 1433.531512 = -783540.698178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9116.640000 sec): 3 clusters
  Score: Raw -781286.980136 + Penalty 2867.063024 = -778419.917112
  nChanged 2805
		SP:Iteration 1F (9116.660000 sec): 3 clusters
  Score: Raw -782835.344182 + Penalty 2867.063024 = -779968.281158
  nChanged 472
		SP:Iteration 2F (9116.680000 sec): 3 clusters
  Score: Raw -783039.903041 + Penalty 2867.063024 = -780172.840017
  nChanged 316
		SP:Iteration 3Q (9116.700000 sec): 3 clusters
  Score: Raw -783203.916310 + Penalty 2867.063024 = -780336.853286
  nChanged 279
		SP:Iteration 4Q (9116.720000 sec): 3 clusters
  Score: Raw -783339.341005 + Penalty 2867.063024 = -780472.277981
  nChanged 248
		SP:Iteration 5Q (9116.730000 sec): 3 clusters
  Score: Raw -783469.434444 + Penalty 2867.063024 = -780602.371420
  nChanged 230
		SP:Iteration 6Q (9116.750000 sec): 3 clusters
  Score: Raw -783574.792709 + Penalty 2867.063024 = -780707.729685
  nChanged 192
		SP:Iteration 7Q (9116.760000 sec): 3 clusters
  Score: Raw -783670.236798 + Penalty 2867.063024 = -780803.173774
  nChanged 178
		SP:Iteration 8Q (9116.780000 sec): 3 clusters
  Score: Raw -783788.094776 + Penalty 2867.063024 = -780921.031752
  nChanged 212
		SP:Iteration 9Q (9116.800000 sec): 3 clusters
  Score: Raw -783939.845099 + Penalty 2867.063024 = -781072.782075
  nChanged 232
		SP:Iteration 10Q (9116.820000 sec): 3 clusters
  Score: Raw -784094.608485 + Penalty 2867.063024 = -781227.545461
  nChanged 212
		SP:Iteration 11Q (9116.830000 sec): 3 clusters
  Score: Raw -784240.268787 + Penalty 2867.063024 = -781373.205763
  nChanged 213
		SP:Iteration 12Q (9116.850000 sec): 3 clusters
  Score: Raw -784376.372805 + Penalty 2867.063024 = -781509.309781
  nChanged 205
		SP:Iteration 13Q (9116.860000 sec): 3 clusters
  Score: Raw -784505.326450 + Penalty 2867.063024 = -781638.263426
  nChanged 161
		SP:Iteration 14Q (9116.880000 sec): 3 clusters
  Score: Raw -784606.415393 + Penalty 2867.063024 = -781739.352369
  nChanged 143
		SP:Iteration 15Q (9116.900000 sec): 3 clusters
  Score: Raw -784697.371223 + Penalty 2867.063024 = -781830.308200
  nChanged 111
		SP:Iteration 16Q (9116.910000 sec): 3 clusters
  Score: Raw -784760.275193 + Penalty 2867.063024 = -781893.212170
  nChanged 101
		SP:Iteration 17Q (9116.930000 sec): 3 clusters
  Score: Raw -784827.464969 + Penalty 2867.063024 = -781960.401945
  nChanged 105
		SP:Iteration 18Q (9116.940000 sec): 3 clusters
  Score: Raw -784892.129842 + Penalty 2867.063024 = -782025.066818
  nChanged 64
		SP:Iteration 19Q (9116.960000 sec): 3 clusters
  Score: Raw -784930.394235 + Penalty 2867.063024 = -782063.331212
  nChanged 55
		SP:Iteration 20F (9116.970000 sec): 3 clusters
  Score: Raw -784965.655735 + Penalty 2867.063024 = -782098.592711
  nChanged 57
		SP:Iteration 21Q (9116.990000 sec): 3 clusters
  Score: Raw -784999.047015 + Penalty 2867.063024 = -782131.983991
  nChanged 36
		SP:Iteration 22Q (9117.000000 sec): 3 clusters
  Score: Raw -785018.182146 + Penalty 2867.063024 = -782151.119122
  nChanged 26
		SP:Iteration 23Q (9117.020000 sec): 3 clusters
  Score: Raw -785032.481452 + Penalty 2867.063024 = -782165.418428
  nChanged 23
		SP:Iteration 24Q (9117.030000 sec): 3 clusters
  Score: Raw -785043.545331 + Penalty 2867.063024 = -782176.482307
  nChanged 16
		SP:Iteration 25Q (9117.040000 sec): 3 clusters
  Score: Raw -785053.480767 + Penalty 2867.063024 = -782186.417743
  nChanged 19
		SP:Iteration 26Q (9117.060000 sec): 3 clusters
  Score: Raw -785065.223049 + Penalty 2867.063024 = -782198.160025
  nChanged 20
		SP:Iteration 27Q (9117.070000 sec): 3 clusters
  Score: Raw -785074.402918 + Penalty 2867.063024 = -782207.339894
  nChanged 15
		SP:Iteration 28Q (9117.080000 sec): 3 clusters
  Score: Raw -785081.984677 + Penalty 2867.063024 = -782214.921653
  nChanged 9
		SP:Iteration 29Q (9117.100000 sec): 3 clusters
  Score: Raw -785088.605637 + Penalty 2867.063024 = -782221.542613
  nChanged 15
		SP:Iteration 30Q (9117.110000 sec): 3 clusters
  Score: Raw -785099.083147 + Penalty 2867.063024 = -782232.020124
  nChanged 22
		SP:Iteration 31Q (9117.120000 sec): 3 clusters
  Score: Raw -785113.049770 + Penalty 2867.063024 = -782245.986746
  nChanged 23
		SP:Iteration 32Q (9117.140000 sec): 3 clusters
  Score: Raw -785129.881284 + Penalty 2867.063024 = -782262.818260
  nChanged 14
		SP:Iteration 33Q (9117.150000 sec): 3 clusters
  Score: Raw -785140.182685 + Penalty 2867.063024 = -782273.119661
  nChanged 15
		SP:Iteration 34Q (9117.160000 sec): 3 clusters
  Score: Raw -785147.773922 + Penalty 2867.063024 = -782280.710898
  nChanged 14
		SP:Iteration 35Q (9117.180000 sec): 3 clusters
  Score: Raw -785153.687241 + Penalty 2867.063024 = -782286.624217
  nChanged 8
		SP:Iteration 36Q (9117.190000 sec): 3 clusters
  Score: Raw -785157.442831 + Penalty 2867.063024 = -782290.379807
  nChanged 3
		SP:Iteration 37Q (9117.200000 sec): 3 clusters
  Score: Raw -785159.302672 + Penalty 2867.063024 = -782292.239648
  nChanged 4
		SP:Iteration 38Q (9117.220000 sec): 3 clusters
  Score: Raw -785161.038249 + Penalty 2867.063024 = -782293.975226
  nChanged 5
		SP:Iteration 39Q (9117.230000 sec): 3 clusters
  Score: Raw -785163.400006 + Penalty 2867.063024 = -782296.336982
  nChanged 2
		SP:Iteration 40F (9117.250000 sec): 3 clusters
  Score: Raw -785164.358420 + Penalty 2867.063024 = -782297.295396
  nChanged 1
		SP:Iteration 41Q (9117.260000 sec): 3 clusters
  Score: Raw -785164.692882 + Penalty 2867.063024 = -782297.629858
  nChanged 1
		SP:Iteration 42Q (9117.270000 sec): 3 clusters
  Score: Raw -785165.674270 + Penalty 2867.063024 = -782298.611246
  nChanged 3
		SP:Iteration 43Q (9117.290000 sec): 3 clusters
  Score: Raw -785167.677813 + Penalty 2867.063024 = -782300.614789
  nChanged 0
		SP:Iteration 44F (9117.300000 sec): 3 clusters
  Score: Raw -785167.677813 + Penalty 2867.063024 = -782300.614789
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 38 (3472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9117.320000 sec): 2 clusters
  Score: Raw -391248.336060 + Penalty 1324.778987 = -389923.557073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9117.330000 sec): 3 clusters
  Score: Raw -389538.645510 + Penalty 2649.557975 = -386889.087536
  nChanged 1354
		SP:Iteration 1F (9117.340000 sec): 3 clusters
  Score: Raw -390289.177328 + Penalty 2649.557975 = -387639.619353
  nChanged 282
		SP:Iteration 2F (9117.340000 sec): 3 clusters
  Score: Raw -390469.916220 + Penalty 2649.557975 = -387820.358245
  nChanged 203
		SP:Iteration 3F (9117.360000 sec): 3 clusters
  Score: Raw -390591.246164 + Penalty 2649.557975 = -387941.688189
  nChanged 149
		SP:Iteration 4Q (9117.360000 sec): 3 clusters
  Score: Raw -390676.790647 + Penalty 2649.557975 = -388027.232672
  nChanged 132
		SP:Iteration 5Q (9117.370000 sec): 3 clusters
  Score: Raw -390746.632326 + Penalty 2649.557975 = -388097.074351
  nChanged 104
		SP:Iteration 6Q (9117.380000 sec): 3 clusters
  Score: Raw -390794.652448 + Penalty 2649.557975 = -388145.094474
  nChanged 86
		SP:Iteration 7Q (9117.390000 sec): 3 clusters
  Score: Raw -390838.271402 + Penalty 2649.557975 = -388188.713427
  nChanged 82
		SP:Iteration 8Q (9117.400000 sec): 3 clusters
  Score: Raw -390879.103756 + Penalty 2649.557975 = -388229.545781
  nChanged 73
		SP:Iteration 9Q (9117.400000 sec): 3 clusters
  Score: Raw -390912.401821 + Penalty 2649.557975 = -388262.843847
  nChanged 72
		SP:Iteration 10Q (9117.420000 sec): 3 clusters
  Score: Raw -390941.531988 + Penalty 2649.557975 = -388291.974013
  nChanged 61
		SP:Iteration 11Q (9117.420000 sec): 3 clusters
  Score: Raw -390969.192098 + Penalty 2649.557975 = -388319.634123
  nChanged 48
		SP:Iteration 12Q (9117.430000 sec): 3 clusters
  Score: Raw -390989.695107 + Penalty 2649.557975 = -388340.137132
  nChanged 53
		SP:Iteration 13Q (9117.440000 sec): 3 clusters
  Score: Raw -391012.532806 + Penalty 2649.557975 = -388362.974832
  nChanged 40
		SP:Iteration 14Q (9117.450000 sec): 3 clusters
  Score: Raw -391031.291245 + Penalty 2649.557975 = -388381.733271
  nChanged 42
		SP:Iteration 15Q (9117.460000 sec): 3 clusters
  Score: Raw -391049.407222 + Penalty 2649.557975 = -388399.849247
  nChanged 47
		SP:Iteration 16Q (9117.460000 sec): 3 clusters
  Score: Raw -391072.374372 + Penalty 2649.557975 = -388422.816397
  nChanged 47
		SP:Iteration 17Q (9117.480000 sec): 3 clusters
  Score: Raw -391094.684683 + Penalty 2649.557975 = -388445.126709
  nChanged 55
		SP:Iteration 18Q (9117.480000 sec): 3 clusters
  Score: Raw -391121.594771 + Penalty 2649.557975 = -388472.036796
  nChanged 63
		SP:Iteration 19Q (9117.490000 sec): 3 clusters
  Score: Raw -391155.644282 + Penalty 2649.557975 = -388506.086307
  nChanged 66
		SP:Iteration 20F (9117.500000 sec): 3 clusters
  Score: Raw -391195.286541 + Penalty 2649.557975 = -388545.728566
  nChanged 58
		SP:Iteration 21Q (9117.510000 sec): 3 clusters
  Score: Raw -391224.370858 + Penalty 2649.557975 = -388574.812884
  nChanged 68
		SP:Iteration 22Q (9117.520000 sec): 3 clusters
  Score: Raw -391259.354391 + Penalty 2649.557975 = -388609.796416
  nChanged 69
		SP:Iteration 23Q (9117.520000 sec): 3 clusters
  Score: Raw -391293.732051 + Penalty 2649.557975 = -388644.174076
  nChanged 63
		SP:Iteration 24Q (9117.530000 sec): 3 clusters
  Score: Raw -391324.355207 + Penalty 2649.557975 = -388674.797232
  nChanged 49
		SP:Iteration 25Q (9117.540000 sec): 3 clusters
  Score: Raw -391355.969568 + Penalty 2649.557975 = -388706.411593
  nChanged 43
		SP:Iteration 26Q (9117.550000 sec): 3 clusters
  Score: Raw -391384.984929 + Penalty 2649.557975 = -388735.426955
  nChanged 42
		SP:Iteration 27Q (9117.560000 sec): 3 clusters
  Score: Raw -391418.338976 + Penalty 2649.557975 = -388768.781002
  nChanged 43
		SP:Iteration 28Q (9117.570000 sec): 3 clusters
  Score: Raw -391445.938481 + Penalty 2649.557975 = -388796.380506
  nChanged 27
		SP:Iteration 29Q (9117.580000 sec): 3 clusters
  Score: Raw -391460.511325 + Penalty 2649.557975 = -388810.953350
  nChanged 22
		SP:Iteration 30Q (9117.580000 sec): 3 clusters
  Score: Raw -391471.623271 + Penalty 2649.557975 = -388822.065296
  nChanged 16
		SP:Iteration 31Q (9117.590000 sec): 3 clusters
  Score: Raw -391479.349623 + Penalty 2649.557975 = -388829.791649
  nChanged 18
		SP:Iteration 32Q (9117.600000 sec): 3 clusters
  Score: Raw -391488.009947 + Penalty 2649.557975 = -388838.451973
  nChanged 18
		SP:Iteration 33Q (9117.610000 sec): 3 clusters
  Score: Raw -391500.860176 + Penalty 2649.557975 = -388851.302201
  nChanged 16
		SP:Iteration 34Q (9117.620000 sec): 3 clusters
  Score: Raw -391510.877582 + Penalty 2649.557975 = -388861.319607
  nChanged 27
		SP:Iteration 35Q (9117.630000 sec): 3 clusters
  Score: Raw -391528.881488 + Penalty 2649.557975 = -388879.323514
  nChanged 26
		SP:Iteration 36Q (9117.640000 sec): 3 clusters
  Score: Raw -391544.718462 + Penalty 2649.557975 = -388895.160487
  nChanged 21
		SP:Iteration 37Q (9117.640000 sec): 3 clusters
  Score: Raw -391560.659210 + Penalty 2649.557975 = -388911.101235
  nChanged 19
		SP:Iteration 38Q (9117.650000 sec): 3 clusters
  Score: Raw -391570.610524 + Penalty 2649.557975 = -388921.052550
  nChanged 13
		SP:Iteration 39Q (9117.660000 sec): 3 clusters
  Score: Raw -391577.554104 + Penalty 2649.557975 = -388927.996130
  nChanged 14
		SP:Iteration 40F (9117.670000 sec): 3 clusters
  Score: Raw -391582.805008 + Penalty 2649.557975 = -388933.247034
  nChanged 8
		SP:Iteration 41Q (9117.680000 sec): 3 clusters
  Score: Raw -391586.136851 + Penalty 2649.557975 = -388936.578877
  nChanged 9
		SP:Iteration 42Q (9117.680000 sec): 3 clusters
  Score: Raw -391589.308181 + Penalty 2649.557975 = -388939.750206
  nChanged 7
		SP:Iteration 43Q (9117.690000 sec): 3 clusters
  Score: Raw -391591.833786 + Penalty 2649.557975 = -388942.275811
  nChanged 5
		SP:Iteration 44Q (9117.700000 sec): 3 clusters
  Score: Raw -391593.236749 + Penalty 2649.557975 = -388943.678775
  nChanged 3
		SP:Iteration 45Q (9117.710000 sec): 3 clusters
  Score: Raw -391595.255381 + Penalty 2649.557975 = -388945.697407
  nChanged 5
		SP:Iteration 46Q (9117.720000 sec): 3 clusters
  Score: Raw -391598.400083 + Penalty 2649.557975 = -388948.842108
  nChanged 7
		SP:Iteration 47Q (9117.720000 sec): 3 clusters
  Score: Raw -391602.602464 + Penalty 2649.557975 = -388953.044489
  nChanged 4
		SP:Iteration 48Q (9117.730000 sec): 3 clusters
  Score: Raw -391604.769485 + Penalty 2649.557975 = -388955.211510
  nChanged 4
		SP:Iteration 49Q (9117.740000 sec): 3 clusters
  Score: Raw -391606.581116 + Penalty 2649.557975 = -388957.023141
  nChanged 2
		SP:Iteration 50Q (9117.750000 sec): 3 clusters
  Score: Raw -391607.151007 + Penalty 2649.557975 = -388957.593032
  nChanged 0
		SP:Iteration 51F (9117.760000 sec): 3 clusters
  Score: Raw -391607.151007 + Penalty 2649.557975 = -388957.593032
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 39 (1357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9117.760000 sec): 2 clusters
  Score: Raw -151401.832669 + Penalty 1172.117645 = -150229.715024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9117.770000 sec): 3 clusters
  Score: Raw -150914.324545 + Penalty 2344.235289 = -148570.089256
  nChanged 437
		SP:Iteration 1F (9117.770000 sec): 3 clusters
  Score: Raw -151209.531757 + Penalty 2344.235289 = -148865.296467
  nChanged 98
		SP:Iteration 2F (9117.780000 sec): 3 clusters
  Score: Raw -151307.403460 + Penalty 2344.235289 = -148963.168171
  nChanged 66
		SP:Iteration 3Q (9117.780000 sec): 3 clusters
  Score: Raw -151384.505471 + Penalty 2344.235289 = -149040.270182
  nChanged 56
		SP:Iteration 4Q (9117.780000 sec): 3 clusters
  Score: Raw -151451.296037 + Penalty 2344.235289 = -149107.060747
  nChanged 50
		SP:Iteration 5Q (9117.780000 sec): 3 clusters
  Score: Raw -151505.565545 + Penalty 2344.235289 = -149161.330256
  nChanged 38
		SP:Iteration 6Q (9117.790000 sec): 3 clusters
  Score: Raw -151548.586207 + Penalty 2344.235289 = -149204.350918
  nChanged 34
		SP:Iteration 7Q (9117.790000 sec): 3 clusters
  Score: Raw -151581.674787 + Penalty 2344.235289 = -149237.439497
  nChanged 22
		SP:Iteration 8Q (9117.800000 sec): 3 clusters
  Score: Raw -151608.801435 + Penalty 2344.235289 = -149264.566146
  nChanged 24
		SP:Iteration 9Q (9117.800000 sec): 3 clusters
  Score: Raw -151627.401701 + Penalty 2344.235289 = -149283.166412
  nChanged 19
		SP:Iteration 10Q (9117.800000 sec): 3 clusters
  Score: Raw -151644.061489 + Penalty 2344.235289 = -149299.826200
  nChanged 14
		SP:Iteration 11Q (9117.800000 sec): 3 clusters
  Score: Raw -151657.995889 + Penalty 2344.235289 = -149313.760599
  nChanged 11
		SP:Iteration 12Q (9117.810000 sec): 3 clusters
  Score: Raw -151674.684460 + Penalty 2344.235289 = -149330.449171
  nChanged 20
		SP:Iteration 13Q (9117.810000 sec): 3 clusters
  Score: Raw -151706.108933 + Penalty 2344.235289 = -149361.873643
  nChanged 20
		SP:Iteration 14Q (9117.810000 sec): 3 clusters
  Score: Raw -151724.850297 + Penalty 2344.235289 = -149380.615007
  nChanged 12
		SP:Iteration 15Q (9117.820000 sec): 3 clusters
  Score: Raw -151737.511842 + Penalty 2344.235289 = -149393.276552
  nChanged 17
		SP:Iteration 16Q (9117.820000 sec): 3 clusters
  Score: Raw -151754.887514 + Penalty 2344.235289 = -149410.652224
  nChanged 15
		SP:Iteration 17Q (9117.820000 sec): 3 clusters
  Score: Raw -151766.087603 + Penalty 2344.235289 = -149421.852314
  nChanged 16
		SP:Iteration 18Q (9117.830000 sec): 3 clusters
  Score: Raw -151781.123525 + Penalty 2344.235289 = -149436.888236
  nChanged 12
		SP:Iteration 19Q (9117.830000 sec): 3 clusters
  Score: Raw -151793.912005 + Penalty 2344.235289 = -149449.676716
  nChanged 16
		SP:Iteration 20F (9117.830000 sec): 3 clusters
  Score: Raw -151810.103390 + Penalty 2344.235289 = -149465.868100
  nChanged 17
		SP:Iteration 21Q (9117.840000 sec): 3 clusters
  Score: Raw -151822.121617 + Penalty 2344.235289 = -149477.886327
  nChanged 11
		SP:Iteration 22Q (9117.840000 sec): 3 clusters
  Score: Raw -151831.408248 + Penalty 2344.235289 = -149487.172959
  nChanged 10
		SP:Iteration 23Q (9117.840000 sec): 3 clusters
  Score: Raw -151841.853005 + Penalty 2344.235289 = -149497.617715
  nChanged 12
		SP:Iteration 24Q (9117.840000 sec): 3 clusters
  Score: Raw -151849.804743 + Penalty 2344.235289 = -149505.569453
  nChanged 9
		SP:Iteration 25Q (9117.850000 sec): 3 clusters
  Score: Raw -151858.608638 + Penalty 2344.235289 = -149514.373349
  nChanged 13
		SP:Iteration 26Q (9117.850000 sec): 3 clusters
  Score: Raw -151870.154559 + Penalty 2344.235289 = -149525.919269
  nChanged 12
		SP:Iteration 27Q (9117.860000 sec): 3 clusters
  Score: Raw -151882.223314 + Penalty 2344.235289 = -149537.988025
  nChanged 15
		SP:Iteration 28Q (9117.860000 sec): 3 clusters
  Score: Raw -151903.833988 + Penalty 2344.235289 = -149559.598699
  nChanged 21
		SP:Iteration 29Q (9117.860000 sec): 3 clusters
  Score: Raw -151932.052396 + Penalty 2344.235289 = -149587.817107
  nChanged 23
		SP:Iteration 30Q (9117.860000 sec): 3 clusters
  Score: Raw -151960.196302 + Penalty 2344.235289 = -149615.961013
  nChanged 28
		SP:Iteration 31Q (9117.870000 sec): 3 clusters
  Score: Raw -152001.987431 + Penalty 2344.235289 = -149657.752142
  nChanged 27
		SP:Iteration 32Q (9117.870000 sec): 3 clusters
  Score: Raw -152041.693591 + Penalty 2344.235289 = -149697.458302
  nChanged 34
		SP:Iteration 33Q (9117.870000 sec): 3 clusters
  Score: Raw -152090.037662 + Penalty 2344.235289 = -149745.802373
  nChanged 22
		SP:Iteration 34Q (9117.880000 sec): 3 clusters
  Score: Raw -152120.531732 + Penalty 2344.235289 = -149776.296442
  nChanged 14
		SP:Iteration 35Q (9117.880000 sec): 3 clusters
  Score: Raw -152136.711808 + Penalty 2344.235289 = -149792.476519
  nChanged 11
		SP:Iteration 36Q (9117.880000 sec): 3 clusters
  Score: Raw -152145.440699 + Penalty 2344.235289 = -149801.205410
  nChanged 14
		SP:Iteration 37Q (9117.880000 sec): 3 clusters
  Score: Raw -152157.171159 + Penalty 2344.235289 = -149812.935870
  nChanged 10
		SP:Iteration 38Q (9117.890000 sec): 3 clusters
  Score: Raw -152165.526950 + Penalty 2344.235289 = -149821.291660
  nChanged 7
		SP:Iteration 39Q (9117.890000 sec): 3 clusters
  Score: Raw -152171.391189 + Penalty 2344.235289 = -149827.155900
  nChanged 5
		SP:Iteration 40F (9117.890000 sec): 3 clusters
  Score: Raw -152177.521806 + Penalty 2344.235289 = -149833.286517
  nChanged 5
		SP:Iteration 41Q (9117.900000 sec): 3 clusters
  Score: Raw -152181.314387 + Penalty 2344.235289 = -149837.079098
  nChanged 1
		SP:Iteration 42Q (9117.900000 sec): 3 clusters
  Score: Raw -152182.290596 + Penalty 2344.235289 = -149838.055307
  nChanged 1
		SP:Iteration 43Q (9117.900000 sec): 3 clusters
  Score: Raw -152184.017281 + Penalty 2344.235289 = -149839.781992
  nChanged 1
		SP:Iteration 44Q (9117.900000 sec): 3 clusters
  Score: Raw -152184.589088 + Penalty 2344.235289 = -149840.353799
  nChanged 2
		SP:Iteration 45Q (9117.910000 sec): 3 clusters
  Score: Raw -152185.721240 + Penalty 2344.235289 = -149841.485951
  nChanged 1
		SP:Iteration 46Q (9117.910000 sec): 3 clusters
  Score: Raw -152188.241893 + Penalty 2344.235289 = -149844.006604
  nChanged 0
		SP:Iteration 47F (9117.910000 sec): 3 clusters
  Score: Raw -152188.241893 + Penalty 2344.235289 = -149844.006604
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 40 (59236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9118.090000 sec): 2 clusters
  Score: Raw -6967950.132630 + Penalty 1785.758771 = -6966164.373860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9118.250000 sec): 3 clusters
  Score: Raw -6930334.467627 + Penalty 3571.517542 = -6926762.950085
  nChanged 27872
		SP:Iteration 1F (9118.400000 sec): 3 clusters
  Score: Raw -6946191.158328 + Penalty 3571.517542 = -6942619.640786
  nChanged 2341
		SP:Iteration 2Q (9118.570000 sec): 3 clusters
  Score: Raw -6946899.636648 + Penalty 3571.517542 = -6943328.119106
  nChanged 2449
		SP:Iteration 3Q (9118.730000 sec): 3 clusters
  Score: Raw -6947684.657282 + Penalty 3571.517542 = -6944113.139740
  nChanged 2513
		SP:Iteration 4Q (9118.900000 sec): 3 clusters
  Score: Raw -6948543.426592 + Penalty 3571.517542 = -6944971.909050
  nChanged 2616
		SP:Iteration 5Q (9119.060000 sec): 3 clusters
  Score: Raw -6949550.460090 + Penalty 3571.517542 = -6945978.942548
  nChanged 2810
		SP:Iteration 6Q (9119.220000 sec): 3 clusters
  Score: Raw -6950754.198883 + Penalty 3571.517542 = -6947182.681341
  nChanged 2932
		SP:Iteration 7Q (9119.380000 sec): 3 clusters
  Score: Raw -6952179.854250 + Penalty 3571.517542 = -6948608.336708
  nChanged 3104
		SP:Iteration 8F (9119.540000 sec): 3 clusters
  Score: Raw -6953821.329666 + Penalty 3571.517542 = -6950249.812124
  nChanged 2963
		SP:Iteration 9F (9119.700000 sec): 3 clusters
  Score: Raw -6955582.010559 + Penalty 3571.517542 = -6952010.493017
  nChanged 2854
		SP:Iteration 10Q (9119.860000 sec): 3 clusters
  Score: Raw -6957514.817611 + Penalty 3571.517542 = -6953943.300070
  nChanged 2584
		SP:Iteration 11Q (9120.010000 sec): 3 clusters
  Score: Raw -6959516.150032 + Penalty 3571.517542 = -6955944.632490
  nChanged 2276
		SP:Iteration 12Q (9120.170000 sec): 3 clusters
  Score: Raw -6961302.215171 + Penalty 3571.517542 = -6957730.697630
  nChanged 1881
		SP:Iteration 13Q (9120.320000 sec): 3 clusters
  Score: Raw -6962686.962252 + Penalty 3571.517542 = -6959115.444710
  nChanged 1486
		SP:Iteration 14Q (9120.460000 sec): 3 clusters
  Score: Raw -6963718.285808 + Penalty 3571.517542 = -6960146.768266
  nChanged 1236
		SP:Iteration 15Q (9120.600000 sec): 3 clusters
  Score: Raw -6964464.299289 + Penalty 3571.517542 = -6960892.781747
  nChanged 1035
		SP:Iteration 16Q (9120.730000 sec): 3 clusters
  Score: Raw -6965086.372552 + Penalty 3571.517542 = -6961514.855010
  nChanged 907
		SP:Iteration 17Q (9120.860000 sec): 3 clusters
  Score: Raw -6965633.441396 + Penalty 3571.517542 = -6962061.923854
  nChanged 758
		SP:Iteration 18Q (9120.990000 sec): 3 clusters
  Score: Raw -6966066.085814 + Penalty 3571.517542 = -6962494.568272
  nChanged 669
		SP:Iteration 19Q (9121.120000 sec): 3 clusters
  Score: Raw -6966443.006079 + Penalty 3571.517542 = -6962871.488537
  nChanged 608
		SP:Iteration 20F (9121.280000 sec): 3 clusters
  Score: Raw -6966780.905047 + Penalty 3571.517542 = -6963209.387505
  nChanged 534
		SP:Iteration 21Q (9121.400000 sec): 3 clusters
  Score: Raw -6967066.847259 + Penalty 3571.517542 = -6963495.329717
  nChanged 431
		SP:Iteration 22Q (9121.520000 sec): 3 clusters
  Score: Raw -6967273.566558 + Penalty 3571.517542 = -6963702.049016
  nChanged 357
		SP:Iteration 23Q (9121.640000 sec): 3 clusters
  Score: Raw -6967433.821812 + Penalty 3571.517542 = -6963862.304270
  nChanged 290
		SP:Iteration 24Q (9121.760000 sec): 3 clusters
  Score: Raw -6967562.783144 + Penalty 3571.517542 = -6963991.265602
  nChanged 279
		SP:Iteration 25Q (9121.880000 sec): 3 clusters
  Score: Raw -6967690.800337 + Penalty 3571.517542 = -6964119.282795
  nChanged 233
		SP:Iteration 26Q (9122.000000 sec): 3 clusters
  Score: Raw -6967791.944236 + Penalty 3571.517542 = -6964220.426694
  nChanged 191
		SP:Iteration 27Q (9122.120000 sec): 3 clusters
  Score: Raw -6967871.936382 + Penalty 3571.517542 = -6964300.418840
  nChanged 176
		SP:Iteration 28Q (9122.240000 sec): 3 clusters
  Score: Raw -6967945.083306 + Penalty 3571.517542 = -6964373.565764
  nChanged 157
		SP:Iteration 29Q (9122.360000 sec): 3 clusters
  Score: Raw -6968006.812321 + Penalty 3571.517542 = -6964435.294779
  nChanged 145
		SP:Iteration 30Q (9122.480000 sec): 3 clusters
  Score: Raw -6968059.855039 + Penalty 3571.517542 = -6964488.337497
  nChanged 130
		SP:Iteration 31Q (9122.590000 sec): 3 clusters
  Score: Raw -6968102.757887 + Penalty 3571.517542 = -6964531.240346
  nChanged 95
		SP:Iteration 32Q (9122.710000 sec): 3 clusters
  Score: Raw -6968129.702984 + Penalty 3571.517542 = -6964558.185442
  nChanged 78
		SP:Iteration 33Q (9122.820000 sec): 3 clusters
  Score: Raw -6968148.919559 + Penalty 3571.517542 = -6964577.402017
  nChanged 68
		SP:Iteration 34Q (9122.940000 sec): 3 clusters
  Score: Raw -6968164.822468 + Penalty 3571.517542 = -6964593.304926
  nChanged 57
		SP:Iteration 35Q (9123.060000 sec): 3 clusters
  Score: Raw -6968178.214946 + Penalty 3571.517542 = -6964606.697404
  nChanged 46
		SP:Iteration 36Q (9123.170000 sec): 3 clusters
  Score: Raw -6968191.713644 + Penalty 3571.517542 = -6964620.196102
  nChanged 43
		SP:Iteration 37Q (9123.280000 sec): 3 clusters
  Score: Raw -6968200.501343 + Penalty 3571.517542 = -6964628.983801
  nChanged 35
		SP:Iteration 38Q (9123.400000 sec): 3 clusters
  Score: Raw -6968207.833303 + Penalty 3571.517542 = -6964636.315761
  nChanged 34
		SP:Iteration 39Q (9123.510000 sec): 3 clusters
  Score: Raw -6968214.698838 + Penalty 3571.517542 = -6964643.181296
  nChanged 29
		SP:Iteration 40F (9123.670000 sec): 3 clusters
  Score: Raw -6968222.468197 + Penalty 3571.517542 = -6964650.950655
  nChanged 38
		SP:Iteration 41Q (9123.780000 sec): 3 clusters
  Score: Raw -6968231.498690 + Penalty 3571.517542 = -6964659.981148
  nChanged 34
		SP:Iteration 42Q (9123.890000 sec): 3 clusters
  Score: Raw -6968240.872538 + Penalty 3571.517542 = -6964669.354997
  nChanged 38
		SP:Iteration 43Q (9124.000000 sec): 3 clusters
  Score: Raw -6968251.448163 + Penalty 3571.517542 = -6964679.930621
  nChanged 38
		SP:Iteration 44Q (9124.120000 sec): 3 clusters
  Score: Raw -6968260.724946 + Penalty 3571.517542 = -6964689.207404
  nChanged 34
		SP:Iteration 45Q (9124.230000 sec): 3 clusters
  Score: Raw -6968268.081975 + Penalty 3571.517542 = -6964696.564433
  nChanged 27
		SP:Iteration 46Q (9124.340000 sec): 3 clusters
  Score: Raw -6968273.632787 + Penalty 3571.517542 = -6964702.115245
  nChanged 26
		SP:Iteration 47Q (9124.450000 sec): 3 clusters
  Score: Raw -6968278.250499 + Penalty 3571.517542 = -6964706.732957
  nChanged 19
		SP:Iteration 48Q (9124.560000 sec): 3 clusters
  Score: Raw -6968282.885524 + Penalty 3571.517542 = -6964711.367982
  nChanged 16
		SP:Iteration 49Q (9124.680000 sec): 3 clusters
  Score: Raw -6968286.130757 + Penalty 3571.517542 = -6964714.613215
  nChanged 17
		SP:Iteration 50Q (9124.790000 sec): 3 clusters
  Score: Raw -6968289.383868 + Penalty 3571.517542 = -6964717.866326
  nChanged 17
		SP:Iteration 51Q (9124.900000 sec): 3 clusters
  Score: Raw -6968292.816610 + Penalty 3571.517542 = -6964721.299068
  nChanged 22
		SP:Iteration 52Q (9125.010000 sec): 3 clusters
  Score: Raw -6968297.768181 + Penalty 3571.517542 = -6964726.250639
  nChanged 22
		SP:Iteration 53Q (9125.120000 sec): 3 clusters
  Score: Raw -6968302.809331 + Penalty 3571.517542 = -6964731.291789
  nChanged 18
		SP:Iteration 54Q (9125.230000 sec): 3 clusters
  Score: Raw -6968307.315476 + Penalty 3571.517542 = -6964735.797934
  nChanged 20
		SP:Iteration 55Q (9125.340000 sec): 3 clusters
  Score: Raw -6968312.306258 + Penalty 3571.517542 = -6964740.788716
  nChanged 18
		SP:Iteration 56Q (9125.450000 sec): 3 clusters
  Score: Raw -6968316.613895 + Penalty 3571.517542 = -6964745.096353
  nChanged 19
		SP:Iteration 57Q (9125.560000 sec): 3 clusters
  Score: Raw -6968320.786835 + Penalty 3571.517542 = -6964749.269293
  nChanged 15
		SP:Iteration 58Q (9125.680000 sec): 3 clusters
  Score: Raw -6968324.123858 + Penalty 3571.517542 = -6964752.606316
  nChanged 10
		SP:Iteration 59Q (9125.790000 sec): 3 clusters
  Score: Raw -6968325.801732 + Penalty 3571.517542 = -6964754.284190
  nChanged 8
		SP:Iteration 60F (9125.940000 sec): 3 clusters
  Score: Raw -6968327.231800 + Penalty 3571.517542 = -6964755.714258
  nChanged 8
		SP:Iteration 61Q (9126.050000 sec): 3 clusters
  Score: Raw -6968328.716648 + Penalty 3571.517542 = -6964757.199106
  nChanged 6
		SP:Iteration 62Q (9126.160000 sec): 3 clusters
  Score: Raw -6968330.023526 + Penalty 3571.517542 = -6964758.505984
  nChanged 8
		SP:Iteration 63Q (9126.280000 sec): 3 clusters
  Score: Raw -6968331.506803 + Penalty 3571.517542 = -6964759.989261
  nChanged 9
		SP:Iteration 64Q (9126.390000 sec): 3 clusters
  Score: Raw -6968333.240933 + Penalty 3571.517542 = -6964761.723391
  nChanged 14
		SP:Iteration 65Q (9126.500000 sec): 3 clusters
  Score: Raw -6968336.580486 + Penalty 3571.517542 = -6964765.062944
  nChanged 12
		SP:Iteration 66Q (9126.610000 sec): 3 clusters
  Score: Raw -6968339.764718 + Penalty 3571.517542 = -6964768.247176
  nChanged 13
		SP:Iteration 67Q (9126.720000 sec): 3 clusters
  Score: Raw -6968343.237900 + Penalty 3571.517542 = -6964771.720358
  nChanged 15
		SP:Iteration 68Q (9126.830000 sec): 3 clusters
  Score: Raw -6968347.337440 + Penalty 3571.517542 = -6964775.819898
  nChanged 13
		SP:Iteration 69Q (9126.940000 sec): 3 clusters
  Score: Raw -6968350.676168 + Penalty 3571.517542 = -6964779.158626
  nChanged 11
		SP:Iteration 70Q (9127.050000 sec): 3 clusters
  Score: Raw -6968352.782302 + Penalty 3571.517542 = -6964781.264760
  nChanged 4
		SP:Iteration 71Q (9127.160000 sec): 3 clusters
  Score: Raw -6968353.495702 + Penalty 3571.517542 = -6964781.978161
  nChanged 5
		SP:Iteration 72Q (9127.270000 sec): 3 clusters
  Score: Raw -6968354.566237 + Penalty 3571.517542 = -6964783.048695
  nChanged 4
		SP:Iteration 73Q (9127.380000 sec): 3 clusters
  Score: Raw -6968355.016299 + Penalty 3571.517542 = -6964783.498757
  nChanged 3
		SP:Iteration 74Q (9127.490000 sec): 3 clusters
  Score: Raw -6968355.851464 + Penalty 3571.517542 = -6964784.333922
  nChanged 11
		SP:Iteration 75Q (9127.600000 sec): 3 clusters
  Score: Raw -6968359.411090 + Penalty 3571.517542 = -6964787.893549
  nChanged 14
		SP:Iteration 76Q (9127.710000 sec): 3 clusters
  Score: Raw -6968363.834817 + Penalty 3571.517542 = -6964792.317275
  nChanged 17
		SP:Iteration 77Q (9127.820000 sec): 3 clusters
  Score: Raw -6968366.842375 + Penalty 3571.517542 = -6964795.324833
  nChanged 10
		SP:Iteration 78Q (9127.940000 sec): 3 clusters
  Score: Raw -6968368.578715 + Penalty 3571.517542 = -6964797.061173
  nChanged 7
		SP:Iteration 79Q (9128.050000 sec): 3 clusters
  Score: Raw -6968369.612832 + Penalty 3571.517542 = -6964798.095290
  nChanged 4
		SP:Iteration 80F (9128.200000 sec): 3 clusters
  Score: Raw -6968370.687401 + Penalty 3571.517542 = -6964799.169859
  nChanged 7
		SP:Iteration 81Q (9128.310000 sec): 3 clusters
  Score: Raw -6968372.378354 + Penalty 3571.517542 = -6964800.860812
  nChanged 9
		SP:Iteration 82Q (9128.420000 sec): 3 clusters
  Score: Raw -6968374.920277 + Penalty 3571.517542 = -6964803.402735
  nChanged 9
		SP:Iteration 83Q (9128.540000 sec): 3 clusters
  Score: Raw -6968378.039138 + Penalty 3571.517542 = -6964806.521596
  nChanged 9
		SP:Iteration 84Q (9128.650000 sec): 3 clusters
  Score: Raw -6968380.238445 + Penalty 3571.517542 = -6964808.720904
  nChanged 10
		SP:Iteration 85Q (9128.760000 sec): 3 clusters
  Score: Raw -6968382.695892 + Penalty 3571.517542 = -6964811.178350
  nChanged 6
		SP:Iteration 86Q (9128.870000 sec): 3 clusters
  Score: Raw -6968384.047429 + Penalty 3571.517542 = -6964812.529887
  nChanged 10
		SP:Iteration 87Q (9128.980000 sec): 3 clusters
  Score: Raw -6968386.284035 + Penalty 3571.517542 = -6964814.766493
  nChanged 10
		SP:Iteration 88Q (9129.090000 sec): 3 clusters
  Score: Raw -6968388.350115 + Penalty 3571.517542 = -6964816.832573
  nChanged 9
		SP:Iteration 89Q (9129.200000 sec): 3 clusters
  Score: Raw -6968390.606564 + Penalty 3571.517542 = -6964819.089022
  nChanged 6
		SP:Iteration 90Q (9129.310000 sec): 3 clusters
  Score: Raw -6968392.662760 + Penalty 3571.517542 = -6964821.145218
  nChanged 7
		SP:Iteration 91Q (9129.420000 sec): 3 clusters
  Score: Raw -6968394.508168 + Penalty 3571.517542 = -6964822.990626
  nChanged 10
		SP:Iteration 92Q (9129.530000 sec): 3 clusters
  Score: Raw -6968397.050784 + Penalty 3571.517542 = -6964825.533242
  nChanged 13
		SP:Iteration 93Q (9129.640000 sec): 3 clusters
  Score: Raw -6968400.890369 + Penalty 3571.517542 = -6964829.372827
  nChanged 17
		SP:Iteration 94Q (9129.750000 sec): 3 clusters
  Score: Raw -6968405.873907 + Penalty 3571.517542 = -6964834.356365
  nChanged 16
		SP:Iteration 95Q (9129.860000 sec): 3 clusters
  Score: Raw -6968410.463315 + Penalty 3571.517542 = -6964838.945773
  nChanged 13
		SP:Iteration 96Q (9129.970000 sec): 3 clusters
  Score: Raw -6968415.821305 + Penalty 3571.517542 = -6964844.303763
  nChanged 18
		SP:Iteration 97Q (9130.080000 sec): 3 clusters
  Score: Raw -6968422.450289 + Penalty 3571.517542 = -6964850.932747
  nChanged 12
		SP:Iteration 98Q (9130.190000 sec): 3 clusters
  Score: Raw -6968427.085566 + Penalty 3571.517542 = -6964855.568024
  nChanged 16
		SP:Iteration 99Q (9130.300000 sec): 3 clusters
  Score: Raw -6968431.205642 + Penalty 3571.517542 = -6964859.688100
  nChanged 14
		SP:Iteration 100F (9130.450000 sec): 3 clusters
  Score: Raw -6968434.842329 + Penalty 3571.517542 = -6964863.324787
  nChanged 13
		SP:Iteration 101Q (9130.560000 sec): 3 clusters
  Score: Raw -6968438.982832 + Penalty 3571.517542 = -6964867.465290
  nChanged 14
		SP:Iteration 102Q (9130.670000 sec): 3 clusters
  Score: Raw -6968445.265401 + Penalty 3571.517542 = -6964873.747859
  nChanged 17
		SP:Iteration 103Q (9130.780000 sec): 3 clusters
  Score: Raw -6968449.715232 + Penalty 3571.517542 = -6964878.197690
  nChanged 12
		SP:Iteration 104Q (9130.900000 sec): 3 clusters
  Score: Raw -6968452.774807 + Penalty 3571.517542 = -6964881.257266
  nChanged 13
		SP:Iteration 105Q (9131.000000 sec): 3 clusters
  Score: Raw -6968455.821439 + Penalty 3571.517542 = -6964884.303897
  nChanged 6
		SP:Iteration 106Q (9131.120000 sec): 3 clusters
  Score: Raw -6968457.313424 + Penalty 3571.517542 = -6964885.795882
  nChanged 6
		SP:Iteration 107Q (9131.220000 sec): 3 clusters
  Score: Raw -6968458.399639 + Penalty 3571.517542 = -6964886.882097
  nChanged 5
		SP:Iteration 108Q (9131.340000 sec): 3 clusters
  Score: Raw -6968460.287757 + Penalty 3571.517542 = -6964888.770215
  nChanged 6
		SP:Iteration 109Q (9131.440000 sec): 3 clusters
  Score: Raw -6968461.681841 + Penalty 3571.517542 = -6964890.164300
  nChanged 2
		SP:Iteration 110Q (9131.550000 sec): 3 clusters
  Score: Raw -6968462.238178 + Penalty 3571.517542 = -6964890.720636
  nChanged 3
		SP:Iteration 111Q (9131.660000 sec): 3 clusters
  Score: Raw -6968463.134931 + Penalty 3571.517542 = -6964891.617389
  nChanged 2
		SP:Iteration 112Q (9131.780000 sec): 3 clusters
  Score: Raw -6968463.652338 + Penalty 3571.517542 = -6964892.134796
  nChanged 1
		SP:Iteration 113Q (9131.880000 sec): 3 clusters
  Score: Raw -6968463.994416 + Penalty 3571.517542 = -6964892.476874
  nChanged 1
		SP:Iteration 114Q (9131.990000 sec): 3 clusters
  Score: Raw -6968464.566694 + Penalty 3571.517542 = -6964893.049152
  nChanged 0
		SP:Iteration 115F (9132.150000 sec): 3 clusters
  Score: Raw -6968464.566694 + Penalty 3571.517542 = -6964893.049152
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 41 (949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9132.190000 sec): 2 clusters
  Score: Raw -103549.258265 + Penalty 1114.003930 = -102435.254335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9132.190000 sec): 3 clusters
  Score: Raw -103255.731742 + Penalty 2228.007860 = -101027.723883
  nChanged 293
		SP:Iteration 1F (9132.190000 sec): 3 clusters
  Score: Raw -103523.483654 + Penalty 2228.007860 = -101295.475795
  nChanged 60
		SP:Iteration 2F (9132.190000 sec): 3 clusters
  Score: Raw -103589.404859 + Penalty 2228.007860 = -101361.397000
  nChanged 34
		SP:Iteration 3Q (9132.190000 sec): 3 clusters
  Score: Raw -103624.904054 + Penalty 2228.007860 = -101396.896194
  nChanged 19
		SP:Iteration 4Q (9132.200000 sec): 3 clusters
  Score: Raw -103638.569184 + Penalty 2228.007860 = -101410.561324
  nChanged 9
		SP:Iteration 5Q (9132.200000 sec): 3 clusters
  Score: Raw -103644.164019 + Penalty 2228.007860 = -101416.156160
  nChanged 2
		SP:Iteration 6Q (9132.200000 sec): 3 clusters
  Score: Raw -103645.622546 + Penalty 2228.007860 = -101417.614687
  nChanged 0
		SP:Iteration 7F (9132.210000 sec): 3 clusters
  Score: Raw -103645.622546 + Penalty 2228.007860 = -101417.614687
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 42 (9231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9132.240000 sec): 2 clusters
  Score: Raw -1027228.626097 + Penalty 1483.677433 = -1025744.948664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9132.260000 sec): 3 clusters
  Score: Raw -1021991.612525 + Penalty 2967.354866 = -1019024.257659
  nChanged 4010
		SP:Iteration 1F (9132.280000 sec): 3 clusters
  Score: Raw -1024185.622910 + Penalty 2967.354866 = -1021218.268045
  nChanged 642
		SP:Iteration 2F (9132.310000 sec): 3 clusters
  Score: Raw -1024497.235992 + Penalty 2967.354866 = -1021529.881126
  nChanged 537
		SP:Iteration 3F (9132.330000 sec): 3 clusters
  Score: Raw -1024742.643356 + Penalty 2967.354866 = -1021775.288490
  nChanged 446
		SP:Iteration 4Q (9132.350000 sec): 3 clusters
  Score: Raw -1024944.679163 + Penalty 2967.354866 = -1021977.324297
  nChanged 410
		SP:Iteration 5Q (9132.380000 sec): 3 clusters
  Score: Raw -1025156.189984 + Penalty 2967.354866 = -1022188.835119
  nChanged 419
		SP:Iteration 6Q (9132.400000 sec): 3 clusters
  Score: Raw -1025388.701756 + Penalty 2967.354866 = -1022421.346890
  nChanged 404
		SP:Iteration 7Q (9132.420000 sec): 3 clusters
  Score: Raw -1025634.784261 + Penalty 2967.354866 = -1022667.429396
  nChanged 415
		SP:Iteration 8Q (9132.450000 sec): 3 clusters
  Score: Raw -1025906.966624 + Penalty 2967.354866 = -1022939.611758
  nChanged 393
		SP:Iteration 9Q (9132.470000 sec): 3 clusters
  Score: Raw -1026173.872107 + Penalty 2967.354866 = -1023206.517241
  nChanged 336
		SP:Iteration 10Q (9132.490000 sec): 3 clusters
  Score: Raw -1026410.206461 + Penalty 2967.354866 = -1023442.851596
  nChanged 297
		SP:Iteration 11Q (9132.510000 sec): 3 clusters
  Score: Raw -1026619.400235 + Penalty 2967.354866 = -1023652.045369
  nChanged 239
		SP:Iteration 12Q (9132.540000 sec): 3 clusters
  Score: Raw -1026803.063090 + Penalty 2967.354866 = -1023835.708224
  nChanged 208
		SP:Iteration 13Q (9132.560000 sec): 3 clusters
  Score: Raw -1026952.269209 + Penalty 2967.354866 = -1023984.914343
  nChanged 180
		SP:Iteration 14Q (9132.580000 sec): 3 clusters
  Score: Raw -1027094.382388 + Penalty 2967.354866 = -1024127.027522
  nChanged 143
		SP:Iteration 15Q (9132.600000 sec): 3 clusters
  Score: Raw -1027195.322543 + Penalty 2967.354866 = -1024227.967677
  nChanged 84
		SP:Iteration 16Q (9132.620000 sec): 3 clusters
  Score: Raw -1027256.279321 + Penalty 2967.354866 = -1024288.924455
  nChanged 73
		SP:Iteration 17Q (9132.630000 sec): 3 clusters
  Score: Raw -1027316.299650 + Penalty 2967.354866 = -1024348.944784
  nChanged 37
		SP:Iteration 18Q (9132.650000 sec): 3 clusters
  Score: Raw -1027346.846890 + Penalty 2967.354866 = -1024379.492024
  nChanged 37
		SP:Iteration 19Q (9132.670000 sec): 3 clusters
  Score: Raw -1027376.229236 + Penalty 2967.354866 = -1024408.874370
  nChanged 29
		SP:Iteration 20F (9132.700000 sec): 3 clusters
  Score: Raw -1027398.587095 + Penalty 2967.354866 = -1024431.232229
  nChanged 18
		SP:Iteration 21Q (9132.710000 sec): 3 clusters
  Score: Raw -1027412.186255 + Penalty 2967.354866 = -1024444.831389
  nChanged 12
		SP:Iteration 22Q (9132.730000 sec): 3 clusters
  Score: Raw -1027422.467261 + Penalty 2967.354866 = -1024455.112395
  nChanged 12
		SP:Iteration 23Q (9132.750000 sec): 3 clusters
  Score: Raw -1027433.629107 + Penalty 2967.354866 = -1024466.274242
  nChanged 8
		SP:Iteration 24Q (9132.770000 sec): 3 clusters
  Score: Raw -1027439.914741 + Penalty 2967.354866 = -1024472.559875
  nChanged 6
		SP:Iteration 25Q (9132.790000 sec): 3 clusters
  Score: Raw -1027445.421943 + Penalty 2967.354866 = -1024478.067078
  nChanged 4
		SP:Iteration 26Q (9132.800000 sec): 3 clusters
  Score: Raw -1027448.821103 + Penalty 2967.354866 = -1024481.466237
  nChanged 4
		SP:Iteration 27Q (9132.820000 sec): 3 clusters
  Score: Raw -1027451.976791 + Penalty 2967.354866 = -1024484.621925
  nChanged 2
		SP:Iteration 28Q (9132.840000 sec): 3 clusters
  Score: Raw -1027452.777132 + Penalty 2967.354866 = -1024485.422267
  nChanged 0
		SP:Iteration 29F (9132.860000 sec): 3 clusters
  Score: Raw -1027452.777132 + Penalty 2967.354866 = -1024485.422267
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 43 (2911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9132.880000 sec): 2 clusters
  Score: Raw -312084.169112 + Penalty 1296.140941 = -310788.028171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9132.880000 sec): 3 clusters
  Score: Raw -310706.540024 + Penalty 2592.281882 = -308114.258142
  nChanged 1111
		SP:Iteration 1F (9132.890000 sec): 3 clusters
  Score: Raw -311402.841049 + Penalty 2592.281882 = -308810.559167
  nChanged 267
		SP:Iteration 2F (9132.900000 sec): 3 clusters
  Score: Raw -311589.349111 + Penalty 2592.281882 = -308997.067229
  nChanged 169
		SP:Iteration 3F (9132.910000 sec): 3 clusters
  Score: Raw -311720.582749 + Penalty 2592.281882 = -309128.300867
  nChanged 140
		SP:Iteration 4Q (9132.910000 sec): 3 clusters
  Score: Raw -311836.852724 + Penalty 2592.281882 = -309244.570842
  nChanged 115
		SP:Iteration 5Q (9132.920000 sec): 3 clusters
  Score: Raw -311931.062958 + Penalty 2592.281882 = -309338.781076
  nChanged 92
		SP:Iteration 6Q (9132.930000 sec): 3 clusters
  Score: Raw -312006.245980 + Penalty 2592.281882 = -309413.964099
  nChanged 93
		SP:Iteration 7Q (9132.930000 sec): 3 clusters
  Score: Raw -312086.027528 + Penalty 2592.281882 = -309493.745647
  nChanged 86
		SP:Iteration 8Q (9132.940000 sec): 3 clusters
  Score: Raw -312162.162765 + Penalty 2592.281882 = -309569.880883
  nChanged 92
		SP:Iteration 9Q (9132.950000 sec): 3 clusters
  Score: Raw -312240.856454 + Penalty 2592.281882 = -309648.574572
  nChanged 99
		SP:Iteration 10Q (9132.950000 sec): 3 clusters
  Score: Raw -312338.242022 + Penalty 2592.281882 = -309745.960140
  nChanged 98
		SP:Iteration 11Q (9132.960000 sec): 3 clusters
  Score: Raw -312438.007119 + Penalty 2592.281882 = -309845.725238
  nChanged 85
		SP:Iteration 12Q (9132.970000 sec): 3 clusters
  Score: Raw -312522.116933 + Penalty 2592.281882 = -309929.835051
  nChanged 77
		SP:Iteration 13Q (9132.970000 sec): 3 clusters
  Score: Raw -312597.851832 + Penalty 2592.281882 = -310005.569950
  nChanged 63
		SP:Iteration 14Q (9132.980000 sec): 3 clusters
  Score: Raw -312645.130426 + Penalty 2592.281882 = -310052.848544
  nChanged 38
		SP:Iteration 15Q (9132.990000 sec): 3 clusters
  Score: Raw -312668.389025 + Penalty 2592.281882 = -310076.107144
  nChanged 25
		SP:Iteration 16Q (9132.990000 sec): 3 clusters
  Score: Raw -312680.078001 + Penalty 2592.281882 = -310087.796119
  nChanged 10
		SP:Iteration 17Q (9133.000000 sec): 3 clusters
  Score: Raw -312685.014972 + Penalty 2592.281882 = -310092.733090
  nChanged 10
		SP:Iteration 18Q (9133.010000 sec): 3 clusters
  Score: Raw -312688.899728 + Penalty 2592.281882 = -310096.617846
  nChanged 10
		SP:Iteration 19Q (9133.010000 sec): 3 clusters
  Score: Raw -312692.527455 + Penalty 2592.281882 = -310100.245573
  nChanged 8
		SP:Iteration 20F (9133.020000 sec): 3 clusters
  Score: Raw -312695.832162 + Penalty 2592.281882 = -310103.550281
  nChanged 8
		SP:Iteration 21Q (9133.030000 sec): 3 clusters
  Score: Raw -312698.780593 + Penalty 2592.281882 = -310106.498711
  nChanged 5
		SP:Iteration 22Q (9133.030000 sec): 3 clusters
  Score: Raw -312700.852946 + Penalty 2592.281882 = -310108.571064
  nChanged 5
		SP:Iteration 23Q (9133.040000 sec): 3 clusters
  Score: Raw -312702.814162 + Penalty 2592.281882 = -310110.532281
  nChanged 2
		SP:Iteration 24Q (9133.050000 sec): 3 clusters
  Score: Raw -312703.756536 + Penalty 2592.281882 = -310111.474654
  nChanged 2
		SP:Iteration 25Q (9133.050000 sec): 3 clusters
  Score: Raw -312704.441958 + Penalty 2592.281882 = -310112.160076
  nChanged 2
		SP:Iteration 26Q (9133.060000 sec): 3 clusters
  Score: Raw -312704.841755 + Penalty 2592.281882 = -310112.559873
  nChanged 1
		SP:Iteration 27Q (9133.060000 sec): 3 clusters
  Score: Raw -312704.970390 + Penalty 2592.281882 = -310112.688508
  nChanged 0
		SP:Iteration 28F (9133.070000 sec): 3 clusters
  Score: Raw -312704.970390 + Penalty 2592.281882 = -310112.688508
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 44 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9133.080000 sec): 2 clusters
  Score: Raw -370195.771153 + Penalty 1311.013632 = -368884.757521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9133.090000 sec): 3 clusters
  Score: Raw -368617.620600 + Penalty 2622.027264 = -365995.593336
  nChanged 1208
		SP:Iteration 1F (9133.100000 sec): 3 clusters
  Score: Raw -369301.138773 + Penalty 2622.027264 = -366679.111510
  nChanged 254
		SP:Iteration 2F (9133.110000 sec): 3 clusters
  Score: Raw -369487.914788 + Penalty 2622.027264 = -366865.887524
  nChanged 204
		SP:Iteration 3F (9133.110000 sec): 3 clusters
  Score: Raw -369669.183559 + Penalty 2622.027264 = -367047.156295
  nChanged 201
		SP:Iteration 4F (9133.120000 sec): 3 clusters
  Score: Raw -369827.997034 + Penalty 2622.027264 = -367205.969770
  nChanged 164
		SP:Iteration 5F (9133.130000 sec): 3 clusters
  Score: Raw -369954.811022 + Penalty 2622.027264 = -367332.783758
  nChanged 132
		SP:Iteration 6Q (9133.140000 sec): 3 clusters
  Score: Raw -370068.979290 + Penalty 2622.027264 = -367446.952026
  nChanged 131
		SP:Iteration 7Q (9133.150000 sec): 3 clusters
  Score: Raw -370171.655857 + Penalty 2622.027264 = -367549.628593
  nChanged 118
		SP:Iteration 8Q (9133.150000 sec): 3 clusters
  Score: Raw -370269.059124 + Penalty 2622.027264 = -367647.031860
  nChanged 106
		SP:Iteration 9Q (9133.160000 sec): 3 clusters
  Score: Raw -370373.291138 + Penalty 2622.027264 = -367751.263874
  nChanged 110
		SP:Iteration 10Q (9133.170000 sec): 3 clusters
  Score: Raw -370484.412913 + Penalty 2622.027264 = -367862.385649
  nChanged 103
		SP:Iteration 11Q (9133.180000 sec): 3 clusters
  Score: Raw -370563.450456 + Penalty 2622.027264 = -367941.423192
  nChanged 59
		SP:Iteration 12Q (9133.190000 sec): 3 clusters
  Score: Raw -370604.544902 + Penalty 2622.027264 = -367982.517639
  nChanged 65
		SP:Iteration 13Q (9133.190000 sec): 3 clusters
  Score: Raw -370649.017785 + Penalty 2622.027264 = -368026.990521
  nChanged 45
		SP:Iteration 14Q (9133.200000 sec): 3 clusters
  Score: Raw -370681.870855 + Penalty 2622.027264 = -368059.843592
  nChanged 40
		SP:Iteration 15Q (9133.210000 sec): 3 clusters
  Score: Raw -370701.725383 + Penalty 2622.027264 = -368079.698119
  nChanged 20
		SP:Iteration 16Q (9133.210000 sec): 3 clusters
  Score: Raw -370712.046874 + Penalty 2622.027264 = -368090.019611
  nChanged 10
		SP:Iteration 17Q (9133.220000 sec): 3 clusters
  Score: Raw -370715.532622 + Penalty 2622.027264 = -368093.505359
  nChanged 4
		SP:Iteration 18Q (9133.230000 sec): 3 clusters
  Score: Raw -370717.384404 + Penalty 2622.027264 = -368095.357140
  nChanged 1
		SP:Iteration 19Q (9133.240000 sec): 3 clusters
  Score: Raw -370717.898187 + Penalty 2622.027264 = -368095.870923
  nChanged 3
		SP:Iteration 20F (9133.250000 sec): 3 clusters
  Score: Raw -370719.246765 + Penalty 2622.027264 = -368097.219501
  nChanged 2
		SP:Iteration 21Q (9133.250000 sec): 3 clusters
  Score: Raw -370720.274886 + Penalty 2622.027264 = -368098.247622
  nChanged 0
		SP:Iteration 22F (9133.260000 sec): 3 clusters
  Score: Raw -370720.274886 + Penalty 2622.027264 = -368098.247622
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 45 (12762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9133.300000 sec): 2 clusters
  Score: Raw -1503787.752202 + Penalty 1536.311934 = -1502251.440268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9133.330000 sec): 3 clusters
  Score: Raw -1496404.693691 + Penalty 3072.623867 = -1493332.069824
  nChanged 5645
		SP:Iteration 1F (9133.370000 sec): 3 clusters
  Score: Raw -1499411.371358 + Penalty 3072.623867 = -1496338.747491
  nChanged 732
		SP:Iteration 2F (9133.400000 sec): 3 clusters
  Score: Raw -1499707.238988 + Penalty 3072.623867 = -1496634.615120
  nChanged 639
		SP:Iteration 3F (9133.430000 sec): 3 clusters
  Score: Raw -1499966.522055 + Penalty 3072.623867 = -1496893.898188
  nChanged 592
		SP:Iteration 4Q (9133.460000 sec): 3 clusters
  Score: Raw -1500258.634430 + Penalty 3072.623867 = -1497186.010563
  nChanged 608
		SP:Iteration 5Q (9133.500000 sec): 3 clusters
  Score: Raw -1500549.010204 + Penalty 3072.623867 = -1497476.386337
  nChanged 618
		SP:Iteration 6Q (9133.530000 sec): 3 clusters
  Score: Raw -1500841.696024 + Penalty 3072.623867 = -1497769.072156
  nChanged 629
		SP:Iteration 7Q (9133.560000 sec): 3 clusters
  Score: Raw -1501194.406678 + Penalty 3072.623867 = -1498121.782811
  nChanged 687
		SP:Iteration 8F (9133.590000 sec): 3 clusters
  Score: Raw -1501600.911362 + Penalty 3072.623867 = -1498528.287494
  nChanged 660
		SP:Iteration 9F (9133.630000 sec): 3 clusters
  Score: Raw -1502031.055306 + Penalty 3072.623867 = -1498958.431439
  nChanged 594
		SP:Iteration 10Q (9133.660000 sec): 3 clusters
  Score: Raw -1502427.719426 + Penalty 3072.623867 = -1499355.095559
  nChanged 478
		SP:Iteration 11Q (9133.690000 sec): 3 clusters
  Score: Raw -1502768.753957 + Penalty 3072.623867 = -1499696.130089
  nChanged 425
		SP:Iteration 12Q (9133.730000 sec): 3 clusters
  Score: Raw -1503081.819246 + Penalty 3072.623867 = -1500009.195379
  nChanged 333
		SP:Iteration 13Q (9133.760000 sec): 3 clusters
  Score: Raw -1503323.785723 + Penalty 3072.623867 = -1500251.161856
  nChanged 271
		SP:Iteration 14Q (9133.790000 sec): 3 clusters
  Score: Raw -1503522.294441 + Penalty 3072.623867 = -1500449.670573
  nChanged 231
		SP:Iteration 15Q (9133.820000 sec): 3 clusters
  Score: Raw -1503692.382555 + Penalty 3072.623867 = -1500619.758688
  nChanged 190
		SP:Iteration 16Q (9133.850000 sec): 3 clusters
  Score: Raw -1503831.506198 + Penalty 3072.623867 = -1500758.882330
  nChanged 146
		SP:Iteration 17Q (9133.870000 sec): 3 clusters
  Score: Raw -1503934.306136 + Penalty 3072.623867 = -1500861.682269
  nChanged 124
		SP:Iteration 18Q (9133.900000 sec): 3 clusters
  Score: Raw -1504011.448685 + Penalty 3072.623867 = -1500938.824817
  nChanged 98
		SP:Iteration 19Q (9133.930000 sec): 3 clusters
  Score: Raw -1504062.346282 + Penalty 3072.623867 = -1500989.722415
  nChanged 67
		SP:Iteration 20F (9133.960000 sec): 3 clusters
  Score: Raw -1504095.936631 + Penalty 3072.623867 = -1501023.312764
  nChanged 63
		SP:Iteration 21Q (9133.990000 sec): 3 clusters
  Score: Raw -1504124.234546 + Penalty 3072.623867 = -1501051.610678
  nChanged 50
		SP:Iteration 22Q (9134.010000 sec): 3 clusters
  Score: Raw -1504140.155136 + Penalty 3072.623867 = -1501067.531268
  nChanged 39
		SP:Iteration 23Q (9134.040000 sec): 3 clusters
  Score: Raw -1504151.426107 + Penalty 3072.623867 = -1501078.802239
  nChanged 28
		SP:Iteration 24Q (9134.070000 sec): 3 clusters
  Score: Raw -1504159.778272 + Penalty 3072.623867 = -1501087.154405
  nChanged 25
		SP:Iteration 25Q (9134.090000 sec): 3 clusters
  Score: Raw -1504168.489028 + Penalty 3072.623867 = -1501095.865160
  nChanged 24
		SP:Iteration 26Q (9134.120000 sec): 3 clusters
  Score: Raw -1504176.844233 + Penalty 3072.623867 = -1501104.220365
  nChanged 21
		SP:Iteration 27Q (9134.140000 sec): 3 clusters
  Score: Raw -1504185.540567 + Penalty 3072.623867 = -1501112.916700
  nChanged 20
		SP:Iteration 28Q (9134.170000 sec): 3 clusters
  Score: Raw -1504192.320576 + Penalty 3072.623867 = -1501119.696708
  nChanged 14
		SP:Iteration 29Q (9134.190000 sec): 3 clusters
  Score: Raw -1504196.204656 + Penalty 3072.623867 = -1501123.580789
  nChanged 10
		SP:Iteration 30Q (9134.220000 sec): 3 clusters
  Score: Raw -1504199.283449 + Penalty 3072.623867 = -1501126.659582
  nChanged 12
		SP:Iteration 31Q (9134.240000 sec): 3 clusters
  Score: Raw -1504203.359550 + Penalty 3072.623867 = -1501130.735682
  nChanged 13
		SP:Iteration 32Q (9134.270000 sec): 3 clusters
  Score: Raw -1504207.675217 + Penalty 3072.623867 = -1501135.051350
  nChanged 20
		SP:Iteration 33Q (9134.290000 sec): 3 clusters
  Score: Raw -1504214.347824 + Penalty 3072.623867 = -1501141.723956
  nChanged 8
		SP:Iteration 34Q (9134.320000 sec): 3 clusters
  Score: Raw -1504216.143298 + Penalty 3072.623867 = -1501143.519430
  nChanged 6
		SP:Iteration 35Q (9134.340000 sec): 3 clusters
  Score: Raw -1504217.154512 + Penalty 3072.623867 = -1501144.530645
  nChanged 4
		SP:Iteration 36Q (9134.370000 sec): 3 clusters
  Score: Raw -1504218.126651 + Penalty 3072.623867 = -1501145.502783
  nChanged 5
		SP:Iteration 37Q (9134.390000 sec): 3 clusters
  Score: Raw -1504219.419803 + Penalty 3072.623867 = -1501146.795936
  nChanged 6
		SP:Iteration 38Q (9134.410000 sec): 3 clusters
  Score: Raw -1504221.304581 + Penalty 3072.623867 = -1501148.680713
  nChanged 3
		SP:Iteration 39Q (9134.440000 sec): 3 clusters
  Score: Raw -1504221.727793 + Penalty 3072.623867 = -1501149.103926
  nChanged 0
		SP:Iteration 40F (9134.470000 sec): 3 clusters
  Score: Raw -1504221.727793 + Penalty 3072.623867 = -1501149.103926
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 46 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9134.490000 sec): 2 clusters
  Score: Raw -279000.497709 + Penalty 1271.861841 = -277728.635868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9134.490000 sec): 3 clusters
  Score: Raw -277903.614168 + Penalty 2543.723682 = -275359.890486
  nChanged 891
		SP:Iteration 1F (9134.500000 sec): 3 clusters
  Score: Raw -278494.284652 + Penalty 2543.723682 = -275950.560970
  nChanged 195
		SP:Iteration 2F (9134.510000 sec): 3 clusters
  Score: Raw -278651.028610 + Penalty 2543.723682 = -276107.304928
  nChanged 141
		SP:Iteration 3F (9134.510000 sec): 3 clusters
  Score: Raw -278787.790051 + Penalty 2543.723682 = -276244.066369
  nChanged 126
		SP:Iteration 4F (9134.520000 sec): 3 clusters
  Score: Raw -278878.497174 + Penalty 2543.723682 = -276334.773492
  nChanged 97
		SP:Iteration 5Q (9134.530000 sec): 3 clusters
  Score: Raw -278942.034204 + Penalty 2543.723682 = -276398.310522
  nChanged 79
		SP:Iteration 6Q (9134.530000 sec): 3 clusters
  Score: Raw -278996.701253 + Penalty 2543.723682 = -276452.977571
  nChanged 63
		SP:Iteration 7Q (9134.540000 sec): 3 clusters
  Score: Raw -279037.314799 + Penalty 2543.723682 = -276493.591117
  nChanged 52
		SP:Iteration 8Q (9134.540000 sec): 3 clusters
  Score: Raw -279068.556792 + Penalty 2543.723682 = -276524.833111
  nChanged 48
		SP:Iteration 9Q (9134.550000 sec): 3 clusters
  Score: Raw -279093.769757 + Penalty 2543.723682 = -276550.046075
  nChanged 35
		SP:Iteration 10Q (9134.550000 sec): 3 clusters
  Score: Raw -279119.589465 + Penalty 2543.723682 = -276575.865783
  nChanged 34
		SP:Iteration 11Q (9134.560000 sec): 3 clusters
  Score: Raw -279135.740244 + Penalty 2543.723682 = -276592.016562
  nChanged 23
		SP:Iteration 12Q (9134.570000 sec): 3 clusters
  Score: Raw -279147.525136 + Penalty 2543.723682 = -276603.801454
  nChanged 23
		SP:Iteration 13Q (9134.570000 sec): 3 clusters
  Score: Raw -279155.789597 + Penalty 2543.723682 = -276612.065915
  nChanged 19
		SP:Iteration 14Q (9134.580000 sec): 3 clusters
  Score: Raw -279163.685428 + Penalty 2543.723682 = -276619.961746
  nChanged 19
		SP:Iteration 15Q (9134.590000 sec): 3 clusters
  Score: Raw -279170.593127 + Penalty 2543.723682 = -276626.869446
  nChanged 10
		SP:Iteration 16Q (9134.590000 sec): 3 clusters
  Score: Raw -279174.891272 + Penalty 2543.723682 = -276631.167590
  nChanged 10
		SP:Iteration 17Q (9134.600000 sec): 3 clusters
  Score: Raw -279179.625727 + Penalty 2543.723682 = -276635.902045
  nChanged 10
		SP:Iteration 18Q (9134.610000 sec): 3 clusters
  Score: Raw -279184.188947 + Penalty 2543.723682 = -276640.465265
  nChanged 10
		SP:Iteration 19Q (9134.620000 sec): 3 clusters
  Score: Raw -279188.633374 + Penalty 2543.723682 = -276644.909692
  nChanged 7
		SP:Iteration 20F (9134.620000 sec): 3 clusters
  Score: Raw -279191.330962 + Penalty 2543.723682 = -276647.607280
  nChanged 3
		SP:Iteration 21Q (9134.630000 sec): 3 clusters
  Score: Raw -279192.216595 + Penalty 2543.723682 = -276648.492913
  nChanged 3
		SP:Iteration 22Q (9134.640000 sec): 3 clusters
  Score: Raw -279192.721812 + Penalty 2543.723682 = -276648.998130
  nChanged 3
		SP:Iteration 23Q (9134.640000 sec): 3 clusters
  Score: Raw -279193.350080 + Penalty 2543.723682 = -276649.626398
  nChanged 1
		SP:Iteration 24Q (9134.650000 sec): 3 clusters
  Score: Raw -279193.664594 + Penalty 2543.723682 = -276649.940912
  nChanged 0
		SP:Iteration 25F (9134.660000 sec): 3 clusters
  Score: Raw -279193.664594 + Penalty 2543.723682 = -276649.940912
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 47 (4506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9134.670000 sec): 2 clusters
  Score: Raw -483881.262985 + Penalty 1367.139332 = -482514.123653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9134.680000 sec): 3 clusters
  Score: Raw -481579.259358 + Penalty 2734.278664 = -478844.980693
  nChanged 1829
		SP:Iteration 1F (9134.690000 sec): 3 clusters
  Score: Raw -482614.140630 + Penalty 2734.278664 = -479879.861966
  nChanged 341
		SP:Iteration 2F (9134.700000 sec): 3 clusters
  Score: Raw -482851.085461 + Penalty 2734.278664 = -480116.806796
  nChanged 297
		SP:Iteration 3F (9134.720000 sec): 3 clusters
  Score: Raw -483118.582548 + Penalty 2734.278664 = -480384.303884
  nChanged 339
		SP:Iteration 4F (9134.730000 sec): 3 clusters
  Score: Raw -483482.190451 + Penalty 2734.278664 = -480747.911787
  nChanged 325
		SP:Iteration 5F (9134.740000 sec): 3 clusters
  Score: Raw -483819.499145 + Penalty 2734.278664 = -481085.220480
  nChanged 267
		SP:Iteration 6F (9134.750000 sec): 3 clusters
  Score: Raw -484051.593826 + Penalty 2734.278664 = -481317.315162
  nChanged 187
		SP:Iteration 7Q (9134.760000 sec): 3 clusters
  Score: Raw -484230.733557 + Penalty 2734.278664 = -481496.454892
  nChanged 172
		SP:Iteration 8Q (9134.770000 sec): 3 clusters
  Score: Raw -484369.851919 + Penalty 2734.278664 = -481635.573255
  nChanged 134
		SP:Iteration 9Q (9134.780000 sec): 3 clusters
  Score: Raw -484468.907136 + Penalty 2734.278664 = -481734.628472
  nChanged 113
		SP:Iteration 10Q (9134.800000 sec): 3 clusters
  Score: Raw -484544.198090 + Penalty 2734.278664 = -481809.919426
  nChanged 83
		SP:Iteration 11Q (9134.800000 sec): 3 clusters
  Score: Raw -484585.916954 + Penalty 2734.278664 = -481851.638290
  nChanged 64
		SP:Iteration 12Q (9134.820000 sec): 3 clusters
  Score: Raw -484623.251009 + Penalty 2734.278664 = -481888.972344
  nChanged 56
		SP:Iteration 13Q (9134.830000 sec): 3 clusters
  Score: Raw -484656.140813 + Penalty 2734.278664 = -481921.862149
  nChanged 47
		SP:Iteration 14Q (9134.840000 sec): 3 clusters
  Score: Raw -484689.446071 + Penalty 2734.278664 = -481955.167406
  nChanged 49
		SP:Iteration 15Q (9134.850000 sec): 3 clusters
  Score: Raw -484715.407297 + Penalty 2734.278664 = -481981.128633
  nChanged 36
		SP:Iteration 16Q (9134.860000 sec): 3 clusters
  Score: Raw -484731.778415 + Penalty 2734.278664 = -481997.499750
  nChanged 32
		SP:Iteration 17Q (9134.870000 sec): 3 clusters
  Score: Raw -484749.870441 + Penalty 2734.278664 = -482015.591776
  nChanged 33
		SP:Iteration 18Q (9134.880000 sec): 3 clusters
  Score: Raw -484762.532077 + Penalty 2734.278664 = -482028.253413
  nChanged 17
		SP:Iteration 19Q (9134.890000 sec): 3 clusters
  Score: Raw -484768.115921 + Penalty 2734.278664 = -482033.837257
  nChanged 12
		SP:Iteration 20F (9134.900000 sec): 3 clusters
  Score: Raw -484771.804332 + Penalty 2734.278664 = -482037.525667
  nChanged 4
		SP:Iteration 21Q (9134.910000 sec): 3 clusters
  Score: Raw -484772.440527 + Penalty 2734.278664 = -482038.161862
  nChanged 5
		SP:Iteration 22Q (9134.920000 sec): 3 clusters
  Score: Raw -484773.534244 + Penalty 2734.278664 = -482039.255580
  nChanged 2
		SP:Iteration 23Q (9134.930000 sec): 3 clusters
  Score: Raw -484774.199166 + Penalty 2734.278664 = -482039.920502
  nChanged 4
		SP:Iteration 24Q (9134.940000 sec): 3 clusters
  Score: Raw -484775.231517 + Penalty 2734.278664 = -482040.952852
  nChanged 2
		SP:Iteration 25Q (9134.950000 sec): 3 clusters
  Score: Raw -484775.536559 + Penalty 2734.278664 = -482041.257894
  nChanged 0
		SP:Iteration 26F (9134.960000 sec): 3 clusters
  Score: Raw -484775.536559 + Penalty 2734.278664 = -482041.257894
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 48 (4790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9134.980000 sec): 2 clusters
  Score: Raw -528494.918436 + Penalty 1377.071425 = -527117.847011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9134.990000 sec): 3 clusters
  Score: Raw -526023.685411 + Penalty 2754.142849 = -523269.542562
  nChanged 1949
		SP:Iteration 1F (9135.000000 sec): 3 clusters
  Score: Raw -527166.688729 + Penalty 2754.142849 = -524412.545879
  nChanged 360
		SP:Iteration 2F (9135.020000 sec): 3 clusters
  Score: Raw -527371.094209 + Penalty 2754.142849 = -524616.951359
  nChanged 268
		SP:Iteration 3F (9135.030000 sec): 3 clusters
  Score: Raw -527523.887374 + Penalty 2754.142849 = -524769.744524
  nChanged 213
		SP:Iteration 4Q (9135.040000 sec): 3 clusters
  Score: Raw -527641.554581 + Penalty 2754.142849 = -524887.411732
  nChanged 174
		SP:Iteration 5Q (9135.050000 sec): 3 clusters
  Score: Raw -527748.275008 + Penalty 2754.142849 = -524994.132159
  nChanged 185
		SP:Iteration 6Q (9135.070000 sec): 3 clusters
  Score: Raw -527866.630613 + Penalty 2754.142849 = -525112.487764
  nChanged 176
		SP:Iteration 7Q (9135.080000 sec): 3 clusters
  Score: Raw -527976.455915 + Penalty 2754.142849 = -525222.313066
  nChanged 176
		SP:Iteration 8Q (9135.090000 sec): 3 clusters
  Score: Raw -528085.745475 + Penalty 2754.142849 = -525331.602626
  nChanged 185
		SP:Iteration 9Q (9135.100000 sec): 3 clusters
  Score: Raw -528192.284818 + Penalty 2754.142849 = -525438.141968
  nChanged 151
		SP:Iteration 10Q (9135.110000 sec): 3 clusters
  Score: Raw -528292.740826 + Penalty 2754.142849 = -525538.597977
  nChanged 133
		SP:Iteration 11Q (9135.120000 sec): 3 clusters
  Score: Raw -528386.001715 + Penalty 2754.142849 = -525631.858865
  nChanged 146
		SP:Iteration 12Q (9135.140000 sec): 3 clusters
  Score: Raw -528466.147454 + Penalty 2754.142849 = -525712.004604
  nChanged 105
		SP:Iteration 13Q (9135.150000 sec): 3 clusters
  Score: Raw -528521.576990 + Penalty 2754.142849 = -525767.434141
  nChanged 97
		SP:Iteration 14Q (9135.160000 sec): 3 clusters
  Score: Raw -528568.381928 + Penalty 2754.142849 = -525814.239079
  nChanged 83
		SP:Iteration 15Q (9135.170000 sec): 3 clusters
  Score: Raw -528610.891684 + Penalty 2754.142849 = -525856.748835
  nChanged 79
		SP:Iteration 16Q (9135.180000 sec): 3 clusters
  Score: Raw -528654.522285 + Penalty 2754.142849 = -525900.379436
  nChanged 75
		SP:Iteration 17Q (9135.200000 sec): 3 clusters
  Score: Raw -528698.426560 + Penalty 2754.142849 = -525944.283711
  nChanged 63
		SP:Iteration 18Q (9135.210000 sec): 3 clusters
  Score: Raw -528731.976658 + Penalty 2754.142849 = -525977.833808
  nChanged 62
		SP:Iteration 19Q (9135.220000 sec): 3 clusters
  Score: Raw -528768.408665 + Penalty 2754.142849 = -526014.265816
  nChanged 50
		SP:Iteration 20F (9135.230000 sec): 3 clusters
  Score: Raw -528794.913721 + Penalty 2754.142849 = -526040.770872
  nChanged 46
		SP:Iteration 21Q (9135.240000 sec): 3 clusters
  Score: Raw -528820.923550 + Penalty 2754.142849 = -526066.780701
  nChanged 42
		SP:Iteration 22Q (9135.260000 sec): 3 clusters
  Score: Raw -528844.953674 + Penalty 2754.142849 = -526090.810825
  nChanged 39
		SP:Iteration 23Q (9135.260000 sec): 3 clusters
  Score: Raw -528866.172265 + Penalty 2754.142849 = -526112.029415
  nChanged 35
		SP:Iteration 24Q (9135.280000 sec): 3 clusters
  Score: Raw -528884.012051 + Penalty 2754.142849 = -526129.869201
  nChanged 25
		SP:Iteration 25Q (9135.290000 sec): 3 clusters
  Score: Raw -528894.943551 + Penalty 2754.142849 = -526140.800702
  nChanged 28
		SP:Iteration 26Q (9135.300000 sec): 3 clusters
  Score: Raw -528909.833905 + Penalty 2754.142849 = -526155.691056
  nChanged 15
		SP:Iteration 27Q (9135.310000 sec): 3 clusters
  Score: Raw -528917.133568 + Penalty 2754.142849 = -526162.990719
  nChanged 7
		SP:Iteration 28Q (9135.320000 sec): 3 clusters
  Score: Raw -528920.099497 + Penalty 2754.142849 = -526165.956648
  nChanged 4
		SP:Iteration 29Q (9135.330000 sec): 3 clusters
  Score: Raw -528923.715350 + Penalty 2754.142849 = -526169.572501
  nChanged 6
		SP:Iteration 30Q (9135.340000 sec): 3 clusters
  Score: Raw -528928.111200 + Penalty 2754.142849 = -526173.968351
  nChanged 11
		SP:Iteration 31Q (9135.360000 sec): 3 clusters
  Score: Raw -528932.822132 + Penalty 2754.142849 = -526178.679282
  nChanged 9
		SP:Iteration 32Q (9135.360000 sec): 3 clusters
  Score: Raw -528936.723531 + Penalty 2754.142849 = -526182.580682
  nChanged 9
		SP:Iteration 33Q (9135.380000 sec): 3 clusters
  Score: Raw -528942.483447 + Penalty 2754.142849 = -526188.340598
  nChanged 10
		SP:Iteration 34Q (9135.390000 sec): 3 clusters
  Score: Raw -528947.752639 + Penalty 2754.142849 = -526193.609789
  nChanged 9
		SP:Iteration 35Q (9135.400000 sec): 3 clusters
  Score: Raw -528954.125278 + Penalty 2754.142849 = -526199.982429
  nChanged 11
		SP:Iteration 36Q (9135.410000 sec): 3 clusters
  Score: Raw -528960.893471 + Penalty 2754.142849 = -526206.750621
  nChanged 15
		SP:Iteration 37Q (9135.420000 sec): 3 clusters
  Score: Raw -528969.448607 + Penalty 2754.142849 = -526215.305758
  nChanged 13
		SP:Iteration 38Q (9135.430000 sec): 3 clusters
  Score: Raw -528975.702437 + Penalty 2754.142849 = -526221.559588
  nChanged 13
		SP:Iteration 39Q (9135.440000 sec): 3 clusters
  Score: Raw -528981.589049 + Penalty 2754.142849 = -526227.446200
  nChanged 8
		SP:Iteration 40F (9135.450000 sec): 3 clusters
  Score: Raw -528986.978509 + Penalty 2754.142849 = -526232.835660
  nChanged 12
		SP:Iteration 41Q (9135.460000 sec): 3 clusters
  Score: Raw -528994.969856 + Penalty 2754.142849 = -526240.827006
  nChanged 12
		SP:Iteration 42Q (9135.480000 sec): 3 clusters
  Score: Raw -529001.502644 + Penalty 2754.142849 = -526247.359794
  nChanged 6
		SP:Iteration 43Q (9135.480000 sec): 3 clusters
  Score: Raw -529003.264319 + Penalty 2754.142849 = -526249.121470
  nChanged 3
		SP:Iteration 44Q (9135.500000 sec): 3 clusters
  Score: Raw -529004.167149 + Penalty 2754.142849 = -526250.024300
  nChanged 3
		SP:Iteration 45Q (9135.510000 sec): 3 clusters
  Score: Raw -529005.395963 + Penalty 2754.142849 = -526251.253114
  nChanged 3
		SP:Iteration 46Q (9135.520000 sec): 3 clusters
  Score: Raw -529006.679422 + Penalty 2754.142849 = -526252.536573
  nChanged 5
		SP:Iteration 47Q (9135.530000 sec): 3 clusters
  Score: Raw -529009.766728 + Penalty 2754.142849 = -526255.623878
  nChanged 2
		SP:Iteration 48Q (9135.540000 sec): 3 clusters
  Score: Raw -529010.806888 + Penalty 2754.142849 = -526256.664039
  nChanged 3
		SP:Iteration 49Q (9135.550000 sec): 3 clusters
  Score: Raw -529012.526414 + Penalty 2754.142849 = -526258.383565
  nChanged 2
		SP:Iteration 50Q (9135.560000 sec): 3 clusters
  Score: Raw -529013.389337 + Penalty 2754.142849 = -526259.246488
  nChanged 3
		SP:Iteration 51Q (9135.570000 sec): 3 clusters
  Score: Raw -529013.913239 + Penalty 2754.142849 = -526259.770389
  nChanged 0
		SP:Iteration 52F (9135.580000 sec): 3 clusters
  Score: Raw -529013.913239 + Penalty 2754.142849 = -526259.770389
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 49 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9135.590000 sec): 2 clusters
  Score: Raw -142254.881570 + Penalty 1164.768992 = -141090.112577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9135.600000 sec): 3 clusters
  Score: Raw -141775.413344 + Penalty 2329.537985 = -139445.875359
  nChanged 428
		SP:Iteration 1F (9135.600000 sec): 3 clusters
  Score: Raw -142146.585433 + Penalty 2329.537985 = -139817.047448
  nChanged 124
		SP:Iteration 2F (9135.600000 sec): 3 clusters
  Score: Raw -142282.242694 + Penalty 2329.537985 = -139952.704709
  nChanged 78
		SP:Iteration 3F (9135.600000 sec): 3 clusters
  Score: Raw -142387.183223 + Penalty 2329.537985 = -140057.645238
  nChanged 71
		SP:Iteration 4F (9135.610000 sec): 3 clusters
  Score: Raw -142479.937540 + Penalty 2329.537985 = -140150.399555
  nChanged 59
		SP:Iteration 5Q (9135.610000 sec): 3 clusters
  Score: Raw -142589.565415 + Penalty 2329.537985 = -140260.027430
  nChanged 48
		SP:Iteration 6Q (9135.610000 sec): 3 clusters
  Score: Raw -142681.111996 + Penalty 2329.537985 = -140351.574011
  nChanged 39
		SP:Iteration 7Q (9135.620000 sec): 3 clusters
  Score: Raw -142736.227520 + Penalty 2329.537985 = -140406.689536
  nChanged 26
		SP:Iteration 8Q (9135.620000 sec): 3 clusters
  Score: Raw -142761.053884 + Penalty 2329.537985 = -140431.515899
  nChanged 14
		SP:Iteration 9Q (9135.620000 sec): 3 clusters
  Score: Raw -142774.061547 + Penalty 2329.537985 = -140444.523562
  nChanged 9
		SP:Iteration 10Q (9135.620000 sec): 3 clusters
  Score: Raw -142782.411824 + Penalty 2329.537985 = -140452.873839
  nChanged 5
		SP:Iteration 11Q (9135.630000 sec): 3 clusters
  Score: Raw -142785.768657 + Penalty 2329.537985 = -140456.230672
  nChanged 7
		SP:Iteration 12Q (9135.630000 sec): 3 clusters
  Score: Raw -142792.073475 + Penalty 2329.537985 = -140462.535490
  nChanged 3
		SP:Iteration 13Q (9135.630000 sec): 3 clusters
  Score: Raw -142794.704658 + Penalty 2329.537985 = -140465.166673
  nChanged 4
		SP:Iteration 14Q (9135.640000 sec): 3 clusters
  Score: Raw -142796.886377 + Penalty 2329.537985 = -140467.348392
  nChanged 4
		SP:Iteration 15Q (9135.640000 sec): 3 clusters
  Score: Raw -142798.323554 + Penalty 2329.537985 = -140468.785569
  nChanged 2
		SP:Iteration 16Q (9135.640000 sec): 3 clusters
  Score: Raw -142799.266932 + Penalty 2329.537985 = -140469.728947
  nChanged 2
		SP:Iteration 17Q (9135.640000 sec): 3 clusters
  Score: Raw -142800.989455 + Penalty 2329.537985 = -140471.451470
  nChanged 1
		SP:Iteration 18Q (9135.650000 sec): 3 clusters
  Score: Raw -142801.204277 + Penalty 2329.537985 = -140471.666292
  nChanged 0
		SP:Iteration 19F (9135.650000 sec): 3 clusters
  Score: Raw -142801.204277 + Penalty 2329.537985 = -140471.666292
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 50 (1100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9135.660000 sec): 2 clusters
  Score: Raw -111094.118086 + Penalty 1137.998137 = -109956.119949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9135.660000 sec): 3 clusters
  Score: Raw -110730.891237 + Penalty 2275.996274 = -108454.894963
  nChanged 359
		SP:Iteration 1F (9135.660000 sec): 3 clusters
  Score: Raw -111059.084479 + Penalty 2275.996274 = -108783.088205
  nChanged 98
		SP:Iteration 2F (9135.670000 sec): 3 clusters
  Score: Raw -111202.337207 + Penalty 2275.996274 = -108926.340933
  nChanged 67
		SP:Iteration 3F (9135.670000 sec): 3 clusters
  Score: Raw -111295.248603 + Penalty 2275.996274 = -109019.252328
  nChanged 59
		SP:Iteration 4F (9135.670000 sec): 3 clusters
  Score: Raw -111406.201994 + Penalty 2275.996274 = -109130.205720
  nChanged 47
		SP:Iteration 5Q (9135.680000 sec): 3 clusters
  Score: Raw -111479.062347 + Penalty 2275.996274 = -109203.066073
  nChanged 50
		SP:Iteration 6Q (9135.680000 sec): 3 clusters
  Score: Raw -111562.751534 + Penalty 2275.996274 = -109286.755260
  nChanged 40
		SP:Iteration 7Q (9135.680000 sec): 3 clusters
  Score: Raw -111623.838189 + Penalty 2275.996274 = -109347.841915
  nChanged 27
		SP:Iteration 8Q (9135.680000 sec): 3 clusters
  Score: Raw -111673.463608 + Penalty 2275.996274 = -109397.467334
  nChanged 37
		SP:Iteration 9Q (9135.680000 sec): 3 clusters
  Score: Raw -111758.460122 + Penalty 2275.996274 = -109482.463847
  nChanged 29
		SP:Iteration 10Q (9135.690000 sec): 3 clusters
  Score: Raw -111829.717389 + Penalty 2275.996274 = -109553.721115
  nChanged 18
		SP:Iteration 11Q (9135.690000 sec): 3 clusters
  Score: Raw -111861.326481 + Penalty 2275.996274 = -109585.330207
  nChanged 11
		SP:Iteration 12Q (9135.690000 sec): 3 clusters
  Score: Raw -111875.402123 + Penalty 2275.996274 = -109599.405849
  nChanged 8
		SP:Iteration 13Q (9135.690000 sec): 3 clusters
  Score: Raw -111892.046461 + Penalty 2275.996274 = -109616.050187
  nChanged 12
		SP:Iteration 14Q (9135.700000 sec): 3 clusters
  Score: Raw -111918.035547 + Penalty 2275.996274 = -109642.039273
  nChanged 12
		SP:Iteration 15Q (9135.700000 sec): 3 clusters
  Score: Raw -111947.986653 + Penalty 2275.996274 = -109671.990379
  nChanged 9
		SP:Iteration 16Q (9135.700000 sec): 3 clusters
  Score: Raw -111964.862133 + Penalty 2275.996274 = -109688.865859
  nChanged 6
		SP:Iteration 17Q (9135.700000 sec): 3 clusters
  Score: Raw -111972.563295 + Penalty 2275.996274 = -109696.567021
  nChanged 5
		SP:Iteration 18Q (9135.700000 sec): 3 clusters
  Score: Raw -111981.073967 + Penalty 2275.996274 = -109705.077693
  nChanged 3
		SP:Iteration 19Q (9135.710000 sec): 3 clusters
  Score: Raw -111983.288762 + Penalty 2275.996274 = -109707.292487
  nChanged 0
		SP:Iteration 20F (9135.710000 sec): 3 clusters
  Score: Raw -111983.288762 + Penalty 2275.996274 = -109707.292487
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 51 (33026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9135.810000 sec): 2 clusters
  Score: Raw -4043075.483784 + Penalty 1690.820691 = -4041384.663093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9135.900000 sec): 3 clusters
  Score: Raw -4022430.765567 + Penalty 3381.641383 = -4019049.124184
  nChanged 15371
		SP:Iteration 1F (9135.990000 sec): 3 clusters
  Score: Raw -4031194.289270 + Penalty 3381.641383 = -4027812.647887
  nChanged 1864
		SP:Iteration 2F (9136.080000 sec): 3 clusters
  Score: Raw -4032084.746468 + Penalty 3381.641383 = -4028703.105085
  nChanged 2046
		SP:Iteration 3F (9136.170000 sec): 3 clusters
  Score: Raw -4033328.825908 + Penalty 3381.641383 = -4029947.184526
  nChanged 2340
		SP:Iteration 4F (9136.260000 sec): 3 clusters
  Score: Raw -4035078.402646 + Penalty 3381.641383 = -4031696.761263
  nChanged 2499
		SP:Iteration 5F (9136.340000 sec): 3 clusters
  Score: Raw -4037257.170571 + Penalty 3381.641383 = -4033875.529188
  nChanged 2260
		SP:Iteration 6F (9136.430000 sec): 3 clusters
  Score: Raw -4039269.248559 + Penalty 3381.641383 = -4035887.607176
  nChanged 1797
		SP:Iteration 7F (9136.520000 sec): 3 clusters
  Score: Raw -4040809.074029 + Penalty 3381.641383 = -4037427.432646
  nChanged 1312
		SP:Iteration 8Q (9136.600000 sec): 3 clusters
  Score: Raw -4041842.714911 + Penalty 3381.641383 = -4038461.073528
  nChanged 875
		SP:Iteration 9Q (9136.680000 sec): 3 clusters
  Score: Raw -4042519.561059 + Penalty 3381.641383 = -4039137.919676
  nChanged 580
		SP:Iteration 10Q (9136.760000 sec): 3 clusters
  Score: Raw -4042986.741135 + Penalty 3381.641383 = -4039605.099752
  nChanged 443
		SP:Iteration 11Q (9136.830000 sec): 3 clusters
  Score: Raw -4043383.925164 + Penalty 3381.641383 = -4040002.283781
  nChanged 388
		SP:Iteration 12Q (9136.900000 sec): 3 clusters
  Score: Raw -4043712.395416 + Penalty 3381.641383 = -4040330.754033
  nChanged 306
		SP:Iteration 13Q (9136.980000 sec): 3 clusters
  Score: Raw -4043882.859018 + Penalty 3381.641383 = -4040501.217635
  nChanged 210
		SP:Iteration 14Q (9137.050000 sec): 3 clusters
  Score: Raw -4043965.001168 + Penalty 3381.641383 = -4040583.359785
  nChanged 156
		SP:Iteration 15Q (9137.120000 sec): 3 clusters
  Score: Raw -4044006.382856 + Penalty 3381.641383 = -4040624.741473
  nChanged 117
		SP:Iteration 16Q (9137.190000 sec): 3 clusters
  Score: Raw -4044030.480911 + Penalty 3381.641383 = -4040648.839528
  nChanged 81
		SP:Iteration 17Q (9137.260000 sec): 3 clusters
  Score: Raw -4044046.921669 + Penalty 3381.641383 = -4040665.280286
  nChanged 55
		SP:Iteration 18Q (9137.320000 sec): 3 clusters
  Score: Raw -4044054.195694 + Penalty 3381.641383 = -4040672.554311
  nChanged 35
		SP:Iteration 19Q (9137.390000 sec): 3 clusters
  Score: Raw -4044057.625557 + Penalty 3381.641383 = -4040675.984174
  nChanged 23
		SP:Iteration 20F (9137.480000 sec): 3 clusters
  Score: Raw -4044059.923896 + Penalty 3381.641383 = -4040678.282513
  nChanged 23
		SP:Iteration 21Q (9137.550000 sec): 3 clusters
  Score: Raw -4044061.911436 + Penalty 3381.641383 = -4040680.270053
  nChanged 11
		SP:Iteration 22Q (9137.620000 sec): 3 clusters
  Score: Raw -4044062.726875 + Penalty 3381.641383 = -4040681.085492
  nChanged 5
		SP:Iteration 23Q (9137.680000 sec): 3 clusters
  Score: Raw -4044063.138362 + Penalty 3381.641383 = -4040681.496979
  nChanged 4
		SP:Iteration 24Q (9137.760000 sec): 3 clusters
  Score: Raw -4044063.371884 + Penalty 3381.641383 = -4040681.730501
  nChanged 5
		SP:Iteration 25Q (9137.820000 sec): 3 clusters
  Score: Raw -4044063.673055 + Penalty 3381.641383 = -4040682.031672
  nChanged 4
		SP:Iteration 26Q (9137.890000 sec): 3 clusters
  Score: Raw -4044064.019719 + Penalty 3381.641383 = -4040682.378336
  nChanged 7
		SP:Iteration 27Q (9137.960000 sec): 3 clusters
  Score: Raw -4044064.468327 + Penalty 3381.641383 = -4040682.826944
  nChanged 6
		SP:Iteration 28Q (9138.030000 sec): 3 clusters
  Score: Raw -4044064.967472 + Penalty 3381.641383 = -4040683.326089
  nChanged 6
		SP:Iteration 29Q (9138.100000 sec): 3 clusters
  Score: Raw -4044065.692556 + Penalty 3381.641383 = -4040684.051173
  nChanged 4
		SP:Iteration 30Q (9138.160000 sec): 3 clusters
  Score: Raw -4044065.994026 + Penalty 3381.641383 = -4040684.352643
  nChanged 4
		SP:Iteration 31Q (9138.230000 sec): 3 clusters
  Score: Raw -4044066.237800 + Penalty 3381.641383 = -4040684.596417
  nChanged 3
		SP:Iteration 32Q (9138.300000 sec): 3 clusters
  Score: Raw -4044066.401362 + Penalty 3381.641383 = -4040684.759979
  nChanged 1
		SP:Iteration 33Q (9138.370000 sec): 3 clusters
  Score: Raw -4044066.439195 + Penalty 3381.641383 = -4040684.797812
  nChanged 0
		SP:Iteration 34F (9138.460000 sec): 3 clusters
  Score: Raw -4044066.439195 + Penalty 3381.641383 = -4040684.797812
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 52 (10019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9138.500000 sec): 2 clusters
  Score: Raw -1155076.489575 + Penalty 1496.988768 = -1153579.500807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9138.520000 sec): 3 clusters
  Score: Raw -1149423.471280 + Penalty 2993.977535 = -1146429.493745
  nChanged 4324
		SP:Iteration 1F (9138.550000 sec): 3 clusters
  Score: Raw -1151839.663768 + Penalty 2993.977535 = -1148845.686233
  nChanged 632
		SP:Iteration 2F (9138.580000 sec): 3 clusters
  Score: Raw -1152142.042061 + Penalty 2993.977535 = -1149148.064526
  nChanged 532
		SP:Iteration 3F (9138.600000 sec): 3 clusters
  Score: Raw -1152423.818945 + Penalty 2993.977535 = -1149429.841410
  nChanged 543
		SP:Iteration 4F (9138.620000 sec): 3 clusters
  Score: Raw -1152737.283574 + Penalty 2993.977535 = -1149743.306039
  nChanged 524
		SP:Iteration 5F (9138.650000 sec): 3 clusters
  Score: Raw -1153031.768157 + Penalty 2993.977535 = -1150037.790622
  nChanged 512
		SP:Iteration 6F (9138.680000 sec): 3 clusters
  Score: Raw -1153368.445551 + Penalty 2993.977535 = -1150374.468016
  nChanged 516
		SP:Iteration 7F (9138.700000 sec): 3 clusters
  Score: Raw -1153705.048833 + Penalty 2993.977535 = -1150711.071298
  nChanged 475
		SP:Iteration 8Q (9138.730000 sec): 3 clusters
  Score: Raw -1154014.234396 + Penalty 2993.977535 = -1151020.256861
  nChanged 406
		SP:Iteration 9Q (9138.750000 sec): 3 clusters
  Score: Raw -1154286.011646 + Penalty 2993.977535 = -1151292.034111
  nChanged 382
		SP:Iteration 10Q (9138.780000 sec): 3 clusters
  Score: Raw -1154526.289138 + Penalty 2993.977535 = -1151532.311603
  nChanged 353
		SP:Iteration 11Q (9138.800000 sec): 3 clusters
  Score: Raw -1154737.379605 + Penalty 2993.977535 = -1151743.402070
  nChanged 277
		SP:Iteration 12Q (9138.820000 sec): 3 clusters
  Score: Raw -1154877.302526 + Penalty 2993.977535 = -1151883.324991
  nChanged 230
		SP:Iteration 13Q (9138.850000 sec): 3 clusters
  Score: Raw -1155002.461729 + Penalty 2993.977535 = -1152008.484194
  nChanged 198
		SP:Iteration 14Q (9138.870000 sec): 3 clusters
  Score: Raw -1155102.385479 + Penalty 2993.977535 = -1152108.407944
  nChanged 161
		SP:Iteration 15Q (9138.900000 sec): 3 clusters
  Score: Raw -1155177.974877 + Penalty 2993.977535 = -1152183.997342
  nChanged 132
		SP:Iteration 16Q (9138.920000 sec): 3 clusters
  Score: Raw -1155235.887244 + Penalty 2993.977535 = -1152241.909709
  nChanged 124
		SP:Iteration 17Q (9138.940000 sec): 3 clusters
  Score: Raw -1155284.472091 + Penalty 2993.977535 = -1152290.494556
  nChanged 104
		SP:Iteration 18Q (9138.960000 sec): 3 clusters
  Score: Raw -1155324.346263 + Penalty 2993.977535 = -1152330.368728
  nChanged 108
		SP:Iteration 19Q (9138.990000 sec): 3 clusters
  Score: Raw -1155363.587439 + Penalty 2993.977535 = -1152369.609904
  nChanged 96
		SP:Iteration 20F (9139.020000 sec): 3 clusters
  Score: Raw -1155395.128704 + Penalty 2993.977535 = -1152401.151169
  nChanged 81
		SP:Iteration 21Q (9139.040000 sec): 3 clusters
  Score: Raw -1155418.609201 + Penalty 2993.977535 = -1152424.631666
  nChanged 50
		SP:Iteration 22Q (9139.060000 sec): 3 clusters
  Score: Raw -1155429.185627 + Penalty 2993.977535 = -1152435.208092
  nChanged 34
		SP:Iteration 23Q (9139.080000 sec): 3 clusters
  Score: Raw -1155434.670471 + Penalty 2993.977535 = -1152440.692936
  nChanged 23
		SP:Iteration 24Q (9139.110000 sec): 3 clusters
  Score: Raw -1155438.652376 + Penalty 2993.977535 = -1152444.674841
  nChanged 17
		SP:Iteration 25Q (9139.130000 sec): 3 clusters
  Score: Raw -1155441.168691 + Penalty 2993.977535 = -1152447.191156
  nChanged 12
		SP:Iteration 26Q (9139.150000 sec): 3 clusters
  Score: Raw -1155442.451538 + Penalty 2993.977535 = -1152448.474003
  nChanged 9
		SP:Iteration 27Q (9139.180000 sec): 3 clusters
  Score: Raw -1155443.261702 + Penalty 2993.977535 = -1152449.284167
  nChanged 7
		SP:Iteration 28Q (9139.200000 sec): 3 clusters
  Score: Raw -1155443.753919 + Penalty 2993.977535 = -1152449.776384
  nChanged 5
		SP:Iteration 29Q (9139.220000 sec): 3 clusters
  Score: Raw -1155444.229845 + Penalty 2993.977535 = -1152450.252310
  nChanged 6
		SP:Iteration 30Q (9139.240000 sec): 3 clusters
  Score: Raw -1155444.926376 + Penalty 2993.977535 = -1152450.948841
  nChanged 5
		SP:Iteration 31Q (9139.270000 sec): 3 clusters
  Score: Raw -1155445.509383 + Penalty 2993.977535 = -1152451.531848
  nChanged 5
		SP:Iteration 32Q (9139.290000 sec): 3 clusters
  Score: Raw -1155446.366540 + Penalty 2993.977535 = -1152452.389005
  nChanged 2
		SP:Iteration 33Q (9139.310000 sec): 3 clusters
  Score: Raw -1155446.576997 + Penalty 2993.977535 = -1152452.599462
  nChanged 1
		SP:Iteration 34Q (9139.340000 sec): 3 clusters
  Score: Raw -1155446.649472 + Penalty 2993.977535 = -1152452.671937
  nChanged 1
		SP:Iteration 35Q (9139.360000 sec): 3 clusters
  Score: Raw -1155446.814175 + Penalty 2993.977535 = -1152452.836640
  nChanged 1
		SP:Iteration 36Q (9139.380000 sec): 3 clusters
  Score: Raw -1155446.908734 + Penalty 2993.977535 = -1152452.931199
  nChanged 2
		SP:Iteration 37Q (9139.400000 sec): 3 clusters
  Score: Raw -1155447.151851 + Penalty 2993.977535 = -1152453.174316
  nChanged 3
		SP:Iteration 38Q (9139.430000 sec): 3 clusters
  Score: Raw -1155447.351236 + Penalty 2993.977535 = -1152453.373701
  nChanged 1
		SP:Iteration 39Q (9139.450000 sec): 3 clusters
  Score: Raw -1155447.396152 + Penalty 2993.977535 = -1152453.418617
  nChanged 1
		SP:Iteration 40F (9139.480000 sec): 3 clusters
  Score: Raw -1155447.467267 + Penalty 2993.977535 = -1152453.489732
  nChanged 1
		SP:Iteration 41Q (9139.500000 sec): 3 clusters
  Score: Raw -1155447.604360 + Penalty 2993.977535 = -1152453.626824
  nChanged 0
		SP:Iteration 42F (9139.520000 sec): 3 clusters
  Score: Raw -1155447.604360 + Penalty 2993.977535 = -1152453.626824
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 53 (4202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9139.540000 sec): 2 clusters
  Score: Raw -486069.033236 + Penalty 1355.788831 = -484713.244405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9139.550000 sec): 3 clusters
  Score: Raw -483923.893315 + Penalty 2711.577661 = -481212.315654
  nChanged 1655
		SP:Iteration 1F (9139.560000 sec): 3 clusters
  Score: Raw -484955.334587 + Penalty 2711.577661 = -482243.756925
  nChanged 347
		SP:Iteration 2F (9139.570000 sec): 3 clusters
  Score: Raw -485196.516005 + Penalty 2711.577661 = -482484.938344
  nChanged 277
		SP:Iteration 3F (9139.580000 sec): 3 clusters
  Score: Raw -485424.516520 + Penalty 2711.577661 = -482712.938859
  nChanged 253
		SP:Iteration 4F (9139.590000 sec): 3 clusters
  Score: Raw -485665.821089 + Penalty 2711.577661 = -482954.243428
  nChanged 245
		SP:Iteration 5F (9139.600000 sec): 3 clusters
  Score: Raw -485841.725533 + Penalty 2711.577661 = -483130.147871
  nChanged 184
		SP:Iteration 6Q (9139.610000 sec): 3 clusters
  Score: Raw -485968.562380 + Penalty 2711.577661 = -483256.984718
  nChanged 151
		SP:Iteration 7Q (9139.620000 sec): 3 clusters
  Score: Raw -486079.629739 + Penalty 2711.577661 = -483368.052078
  nChanged 110
		SP:Iteration 8Q (9139.640000 sec): 3 clusters
  Score: Raw -486152.824729 + Penalty 2711.577661 = -483441.247068
  nChanged 91
		SP:Iteration 9Q (9139.640000 sec): 3 clusters
  Score: Raw -486211.249256 + Penalty 2711.577661 = -483499.671595
  nChanged 72
		SP:Iteration 10Q (9139.660000 sec): 3 clusters
  Score: Raw -486250.695977 + Penalty 2711.577661 = -483539.118315
  nChanged 56
		SP:Iteration 11Q (9139.660000 sec): 3 clusters
  Score: Raw -486278.651016 + Penalty 2711.577661 = -483567.073355
  nChanged 39
		SP:Iteration 12Q (9139.680000 sec): 3 clusters
  Score: Raw -486299.901166 + Penalty 2711.577661 = -483588.323504
  nChanged 45
		SP:Iteration 13Q (9139.680000 sec): 3 clusters
  Score: Raw -486317.994848 + Penalty 2711.577661 = -483606.417186
  nChanged 18
		SP:Iteration 14Q (9139.700000 sec): 3 clusters
  Score: Raw -486323.989456 + Penalty 2711.577661 = -483612.411795
  nChanged 12
		SP:Iteration 15Q (9139.710000 sec): 3 clusters
  Score: Raw -486329.467751 + Penalty 2711.577661 = -483617.890090
  nChanged 15
		SP:Iteration 16Q (9139.720000 sec): 3 clusters
  Score: Raw -486336.740473 + Penalty 2711.577661 = -483625.162811
  nChanged 18
		SP:Iteration 17Q (9139.730000 sec): 3 clusters
  Score: Raw -486342.655841 + Penalty 2711.577661 = -483631.078180
  nChanged 12
		SP:Iteration 18Q (9139.740000 sec): 3 clusters
  Score: Raw -486347.538414 + Penalty 2711.577661 = -483635.960753
  nChanged 8
		SP:Iteration 19Q (9139.750000 sec): 3 clusters
  Score: Raw -486350.641789 + Penalty 2711.577661 = -483639.064128
  nChanged 3
		SP:Iteration 20F (9139.760000 sec): 3 clusters
  Score: Raw -486352.124315 + Penalty 2711.577661 = -483640.546653
  nChanged 6
		SP:Iteration 21Q (9139.770000 sec): 3 clusters
  Score: Raw -486354.231780 + Penalty 2711.577661 = -483642.654118
  nChanged 1
		SP:Iteration 22Q (9139.780000 sec): 3 clusters
  Score: Raw -486354.631282 + Penalty 2711.577661 = -483643.053621
  nChanged 4
		SP:Iteration 23Q (9139.790000 sec): 3 clusters
  Score: Raw -486356.850437 + Penalty 2711.577661 = -483645.272775
  nChanged 7
		SP:Iteration 24Q (9139.800000 sec): 3 clusters
  Score: Raw -486358.824955 + Penalty 2711.577661 = -483647.247293
  nChanged 2
		SP:Iteration 25Q (9139.810000 sec): 3 clusters
  Score: Raw -486359.417588 + Penalty 2711.577661 = -483647.839927
  nChanged 1
		SP:Iteration 26Q (9139.820000 sec): 3 clusters
  Score: Raw -486359.577389 + Penalty 2711.577661 = -483647.999727
  nChanged 0
		SP:Iteration 27F (9139.820000 sec): 3 clusters
  Score: Raw -486359.577389 + Penalty 2711.577661 = -483647.999727
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 54 (1373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9139.840000 sec): 2 clusters
  Score: Raw -148844.975641 + Penalty 1174.022428 = -147670.953213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9139.840000 sec): 3 clusters
  Score: Raw -148354.862354 + Penalty 2348.044857 = -146006.817497
  nChanged 462
		SP:Iteration 1F (9139.840000 sec): 3 clusters
  Score: Raw -148752.986271 + Penalty 2348.044857 = -146404.941414
  nChanged 106
		SP:Iteration 2F (9139.840000 sec): 3 clusters
  Score: Raw -148875.939721 + Penalty 2348.044857 = -146527.894864
  nChanged 88
		SP:Iteration 3F (9139.850000 sec): 3 clusters
  Score: Raw -149006.889546 + Penalty 2348.044857 = -146658.844689
  nChanged 60
		SP:Iteration 4Q (9139.850000 sec): 3 clusters
  Score: Raw -149083.480902 + Penalty 2348.044857 = -146735.436045
  nChanged 57
		SP:Iteration 5Q (9139.860000 sec): 3 clusters
  Score: Raw -149152.437893 + Penalty 2348.044857 = -146804.393036
  nChanged 50
		SP:Iteration 6Q (9139.860000 sec): 3 clusters
  Score: Raw -149210.276628 + Penalty 2348.044857 = -146862.231771
  nChanged 47
		SP:Iteration 7Q (9139.860000 sec): 3 clusters
  Score: Raw -149261.067882 + Penalty 2348.044857 = -146913.023025
  nChanged 28
		SP:Iteration 8Q (9139.860000 sec): 3 clusters
  Score: Raw -149285.771857 + Penalty 2348.044857 = -146937.727000
  nChanged 29
		SP:Iteration 9Q (9139.870000 sec): 3 clusters
  Score: Raw -149311.562721 + Penalty 2348.044857 = -146963.517864
  nChanged 25
		SP:Iteration 10Q (9139.870000 sec): 3 clusters
  Score: Raw -149327.306447 + Penalty 2348.044857 = -146979.261590
  nChanged 16
		SP:Iteration 11Q (9139.880000 sec): 3 clusters
  Score: Raw -149340.232267 + Penalty 2348.044857 = -146992.187410
  nChanged 14
		SP:Iteration 12Q (9139.880000 sec): 3 clusters
  Score: Raw -149352.129618 + Penalty 2348.044857 = -147004.084761
  nChanged 19
		SP:Iteration 13Q (9139.880000 sec): 3 clusters
  Score: Raw -149366.945544 + Penalty 2348.044857 = -147018.900687
  nChanged 7
		SP:Iteration 14Q (9139.880000 sec): 3 clusters
  Score: Raw -149370.701332 + Penalty 2348.044857 = -147022.656475
  nChanged 6
		SP:Iteration 15Q (9139.890000 sec): 3 clusters
  Score: Raw -149375.816267 + Penalty 2348.044857 = -147027.771410
  nChanged 5
		SP:Iteration 16Q (9139.890000 sec): 3 clusters
  Score: Raw -149378.719959 + Penalty 2348.044857 = -147030.675102
  nChanged 6
		SP:Iteration 17Q (9139.900000 sec): 3 clusters
  Score: Raw -149383.786252 + Penalty 2348.044857 = -147035.741395
  nChanged 1
		SP:Iteration 18Q (9139.900000 sec): 3 clusters
  Score: Raw -149385.934557 + Penalty 2348.044857 = -147037.889700
  nChanged 4
		SP:Iteration 19Q (9139.900000 sec): 3 clusters
  Score: Raw -149388.907616 + Penalty 2348.044857 = -147040.862760
  nChanged 3
		SP:Iteration 20F (9139.900000 sec): 3 clusters
  Score: Raw -149393.347605 + Penalty 2348.044857 = -147045.302748
  nChanged 4
		SP:Iteration 21Q (9139.910000 sec): 3 clusters
  Score: Raw -149396.170984 + Penalty 2348.044857 = -147048.126127
  nChanged 3
		SP:Iteration 22Q (9139.910000 sec): 3 clusters
  Score: Raw -149397.783024 + Penalty 2348.044857 = -147049.738167
  nChanged 4
		SP:Iteration 23Q (9139.920000 sec): 3 clusters
  Score: Raw -149401.824147 + Penalty 2348.044857 = -147053.779290
  nChanged 1
		SP:Iteration 24Q (9139.920000 sec): 3 clusters
  Score: Raw -149402.467480 + Penalty 2348.044857 = -147054.422624
  nChanged 3
		SP:Iteration 25Q (9139.920000 sec): 3 clusters
  Score: Raw -149404.124252 + Penalty 2348.044857 = -147056.079395
  nChanged 1
		SP:Iteration 26Q (9139.920000 sec): 3 clusters
  Score: Raw -149406.536728 + Penalty 2348.044857 = -147058.491871
  nChanged 1
		SP:Iteration 27Q (9139.930000 sec): 3 clusters
  Score: Raw -149406.933040 + Penalty 2348.044857 = -147058.888183
  nChanged 1
		SP:Iteration 28Q (9139.930000 sec): 3 clusters
  Score: Raw -149407.428307 + Penalty 2348.044857 = -147059.383450
  nChanged 0
		SP:Iteration 29F (9139.940000 sec): 3 clusters
  Score: Raw -149407.428307 + Penalty 2348.044857 = -147059.383450
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 55 (28420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9140.020000 sec): 2 clusters
  Score: Raw -3326257.672385 + Penalty 1666.412865 = -3324591.259520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9140.100000 sec): 3 clusters
  Score: Raw -3308764.092774 + Penalty 3332.825731 = -3305431.267043
  nChanged 13027
		SP:Iteration 1F (9140.180000 sec): 3 clusters
  Score: Raw -3315860.098477 + Penalty 3332.825731 = -3312527.272746
  nChanged 1550
		SP:Iteration 2F (9140.250000 sec): 3 clusters
  Score: Raw -3316529.094558 + Penalty 3332.825731 = -3313196.268827
  nChanged 1557
		SP:Iteration 3F (9140.320000 sec): 3 clusters
  Score: Raw -3317284.807929 + Penalty 3332.825731 = -3313951.982199
  nChanged 1591
		SP:Iteration 4F (9140.400000 sec): 3 clusters
  Score: Raw -3318121.800064 + Penalty 3332.825731 = -3314788.974334
  nChanged 1612
		SP:Iteration 5F (9140.480000 sec): 3 clusters
  Score: Raw -3319036.407304 + Penalty 3332.825731 = -3315703.581573
  nChanged 1643
		SP:Iteration 6F (9140.550000 sec): 3 clusters
  Score: Raw -3319967.863997 + Penalty 3332.825731 = -3316635.038267
  nChanged 1559
		SP:Iteration 7F (9140.620000 sec): 3 clusters
  Score: Raw -3320837.341082 + Penalty 3332.825731 = -3317504.515351
  nChanged 1421
		SP:Iteration 8Q (9140.700000 sec): 3 clusters
  Score: Raw -3321665.776367 + Penalty 3332.825731 = -3318332.950636
  nChanged 1283
		SP:Iteration 9Q (9140.770000 sec): 3 clusters
  Score: Raw -3322363.655313 + Penalty 3332.825731 = -3319030.829582
  nChanged 1109
		SP:Iteration 10Q (9140.850000 sec): 3 clusters
  Score: Raw -3322909.740060 + Penalty 3332.825731 = -3319576.914329
  nChanged 868
		SP:Iteration 11Q (9140.920000 sec): 3 clusters
  Score: Raw -3323269.352773 + Penalty 3332.825731 = -3319936.527043
  nChanged 673
		SP:Iteration 12Q (9141.000000 sec): 3 clusters
  Score: Raw -3323499.245968 + Penalty 3332.825731 = -3320166.420237
  nChanged 534
		SP:Iteration 13Q (9141.070000 sec): 3 clusters
  Score: Raw -3323645.703595 + Penalty 3332.825731 = -3320312.877864
  nChanged 406
		SP:Iteration 14Q (9141.140000 sec): 3 clusters
  Score: Raw -3323735.939482 + Penalty 3332.825731 = -3320403.113752
  nChanged 302
		SP:Iteration 15Q (9141.220000 sec): 3 clusters
  Score: Raw -3323795.141779 + Penalty 3332.825731 = -3320462.316049
  nChanged 261
		SP:Iteration 16Q (9141.290000 sec): 3 clusters
  Score: Raw -3323836.861883 + Penalty 3332.825731 = -3320504.036153
  nChanged 196
		SP:Iteration 17Q (9141.360000 sec): 3 clusters
  Score: Raw -3323863.457815 + Penalty 3332.825731 = -3320530.632085
  nChanged 161
		SP:Iteration 18Q (9141.440000 sec): 3 clusters
  Score: Raw -3323883.805239 + Penalty 3332.825731 = -3320550.979508
  nChanged 125
		SP:Iteration 19Q (9141.510000 sec): 3 clusters
  Score: Raw -3323897.170297 + Penalty 3332.825731 = -3320564.344566
  nChanged 130
		SP:Iteration 20F (9141.580000 sec): 3 clusters
  Score: Raw -3323910.394359 + Penalty 3332.825731 = -3320577.568629
  nChanged 114
		SP:Iteration 21Q (9141.650000 sec): 3 clusters
  Score: Raw -3323924.338465 + Penalty 3332.825731 = -3320591.512735
  nChanged 129
		SP:Iteration 22Q (9141.720000 sec): 3 clusters
  Score: Raw -3323939.010276 + Penalty 3332.825731 = -3320606.184546
  nChanged 117
		SP:Iteration 23Q (9141.800000 sec): 3 clusters
  Score: Raw -3323950.865657 + Penalty 3332.825731 = -3320618.039927
  nChanged 105
		SP:Iteration 24Q (9141.870000 sec): 3 clusters
  Score: Raw -3323960.625003 + Penalty 3332.825731 = -3320627.799273
  nChanged 98
		SP:Iteration 25Q (9141.940000 sec): 3 clusters
  Score: Raw -3323971.851578 + Penalty 3332.825731 = -3320639.025847
  nChanged 92
		SP:Iteration 26Q (9142.020000 sec): 3 clusters
  Score: Raw -3323982.924883 + Penalty 3332.825731 = -3320650.099152
  nChanged 110
		SP:Iteration 27Q (9142.090000 sec): 3 clusters
  Score: Raw -3323996.727408 + Penalty 3332.825731 = -3320663.901677
  nChanged 113
		SP:Iteration 28Q (9142.160000 sec): 3 clusters
  Score: Raw -3324011.272964 + Penalty 3332.825731 = -3320678.447233
  nChanged 112
		SP:Iteration 29Q (9142.230000 sec): 3 clusters
  Score: Raw -3324025.600540 + Penalty 3332.825731 = -3320692.774810
  nChanged 111
		SP:Iteration 30Q (9142.300000 sec): 3 clusters
  Score: Raw -3324039.758491 + Penalty 3332.825731 = -3320706.932760
  nChanged 111
		SP:Iteration 31Q (9142.380000 sec): 3 clusters
  Score: Raw -3324053.089948 + Penalty 3332.825731 = -3320720.264218
  nChanged 121
		SP:Iteration 32Q (9142.450000 sec): 3 clusters
  Score: Raw -3324067.155241 + Penalty 3332.825731 = -3320734.329510
  nChanged 136
		SP:Iteration 33Q (9142.520000 sec): 3 clusters
  Score: Raw -3324083.472736 + Penalty 3332.825731 = -3320750.647006
  nChanged 130
		SP:Iteration 34Q (9142.590000 sec): 3 clusters
  Score: Raw -3324098.885224 + Penalty 3332.825731 = -3320766.059494
  nChanged 116
		SP:Iteration 35Q (9142.660000 sec): 3 clusters
  Score: Raw -3324111.492267 + Penalty 3332.825731 = -3320778.666536
  nChanged 107
		SP:Iteration 36Q (9142.730000 sec): 3 clusters
  Score: Raw -3324123.595534 + Penalty 3332.825731 = -3320790.769804
  nChanged 112
		SP:Iteration 37Q (9142.800000 sec): 3 clusters
  Score: Raw -3324135.216596 + Penalty 3332.825731 = -3320802.390866
  nChanged 96
		SP:Iteration 38Q (9142.880000 sec): 3 clusters
  Score: Raw -3324145.754803 + Penalty 3332.825731 = -3320812.929072
  nChanged 111
		SP:Iteration 39Q (9142.940000 sec): 3 clusters
  Score: Raw -3324157.953805 + Penalty 3332.825731 = -3320825.128075
  nChanged 119
		SP:Iteration 40F (9143.020000 sec): 3 clusters
  Score: Raw -3324173.074502 + Penalty 3332.825731 = -3320840.248772
  nChanged 130
		SP:Iteration 41Q (9143.090000 sec): 3 clusters
  Score: Raw -3324190.223689 + Penalty 3332.825731 = -3320857.397959
  nChanged 128
		SP:Iteration 42Q (9143.160000 sec): 3 clusters
  Score: Raw -3324205.339200 + Penalty 3332.825731 = -3320872.513470
  nChanged 123
		SP:Iteration 43Q (9143.240000 sec): 3 clusters
  Score: Raw -3324218.991235 + Penalty 3332.825731 = -3320886.165505
  nChanged 117
		SP:Iteration 44Q (9143.300000 sec): 3 clusters
  Score: Raw -3324234.236718 + Penalty 3332.825731 = -3320901.410988
  nChanged 134
		SP:Iteration 45Q (9143.380000 sec): 3 clusters
  Score: Raw -3324251.009277 + Penalty 3332.825731 = -3320918.183546
  nChanged 111
		SP:Iteration 46Q (9143.450000 sec): 3 clusters
  Score: Raw -3324264.382081 + Penalty 3332.825731 = -3320931.556350
  nChanged 120
		SP:Iteration 47Q (9143.520000 sec): 3 clusters
  Score: Raw -3324281.620356 + Penalty 3332.825731 = -3320948.794626
  nChanged 139
		SP:Iteration 48Q (9143.590000 sec): 3 clusters
  Score: Raw -3324300.080850 + Penalty 3332.825731 = -3320967.255120
  nChanged 142
		SP:Iteration 49Q (9143.660000 sec): 3 clusters
  Score: Raw -3324319.369948 + Penalty 3332.825731 = -3320986.544218
  nChanged 151
		SP:Iteration 50Q (9143.730000 sec): 3 clusters
  Score: Raw -3324342.134711 + Penalty 3332.825731 = -3321009.308981
  nChanged 173
		SP:Iteration 51Q (9143.800000 sec): 3 clusters
  Score: Raw -3324371.572487 + Penalty 3332.825731 = -3321038.746757
  nChanged 176
		SP:Iteration 52Q (9143.880000 sec): 3 clusters
  Score: Raw -3324400.931799 + Penalty 3332.825731 = -3321068.106068
  nChanged 186
		SP:Iteration 53Q (9143.940000 sec): 3 clusters
  Score: Raw -3324433.862650 + Penalty 3332.825731 = -3321101.036919
  nChanged 203
		SP:Iteration 54Q (9144.020000 sec): 3 clusters
  Score: Raw -3324473.144456 + Penalty 3332.825731 = -3321140.318725
  nChanged 209
		SP:Iteration 55Q (9144.080000 sec): 3 clusters
  Score: Raw -3324512.341985 + Penalty 3332.825731 = -3321179.516255
  nChanged 221
		SP:Iteration 56Q (9144.160000 sec): 3 clusters
  Score: Raw -3324554.859029 + Penalty 3332.825731 = -3321222.033299
  nChanged 217
		SP:Iteration 57Q (9144.220000 sec): 3 clusters
  Score: Raw -3324600.353841 + Penalty 3332.825731 = -3321267.528110
  nChanged 254
		SP:Iteration 58Q (9144.290000 sec): 3 clusters
  Score: Raw -3324659.498632 + Penalty 3332.825731 = -3321326.672902
  nChanged 271
		SP:Iteration 59Q (9144.360000 sec): 3 clusters
  Score: Raw -3324724.827799 + Penalty 3332.825731 = -3321392.002068
  nChanged 254
		SP:Iteration 60F (9144.440000 sec): 3 clusters
  Score: Raw -3324786.194744 + Penalty 3332.825731 = -3321453.369014
  nChanged 249
		SP:Iteration 61Q (9144.500000 sec): 3 clusters
  Score: Raw -3324835.669766 + Penalty 3332.825731 = -3321502.844035
  nChanged 224
		SP:Iteration 62Q (9144.570000 sec): 3 clusters
  Score: Raw -3324884.349271 + Penalty 3332.825731 = -3321551.523541
  nChanged 216
		SP:Iteration 63Q (9144.640000 sec): 3 clusters
  Score: Raw -3324933.186245 + Penalty 3332.825731 = -3321600.360514
  nChanged 260
		SP:Iteration 64Q (9144.710000 sec): 3 clusters
  Score: Raw -3325000.749897 + Penalty 3332.825731 = -3321667.924166
  nChanged 284
		SP:Iteration 65Q (9144.780000 sec): 3 clusters
  Score: Raw -3325082.258403 + Penalty 3332.825731 = -3321749.432673
  nChanged 268
		SP:Iteration 66Q (9144.840000 sec): 3 clusters
  Score: Raw -3325159.948976 + Penalty 3332.825731 = -3321827.123246
  nChanged 276
		SP:Iteration 67Q (9144.910000 sec): 3 clusters
  Score: Raw -3325242.865314 + Penalty 3332.825731 = -3321910.039583
  nChanged 287
		SP:Iteration 68Q (9144.980000 sec): 3 clusters
  Score: Raw -3325319.730953 + Penalty 3332.825731 = -3321986.905222
  nChanged 226
		SP:Iteration 69Q (9145.040000 sec): 3 clusters
  Score: Raw -3325375.507501 + Penalty 3332.825731 = -3322042.681770
  nChanged 227
		SP:Iteration 70Q (9145.110000 sec): 3 clusters
  Score: Raw -3325425.062440 + Penalty 3332.825731 = -3322092.236709
  nChanged 189
		SP:Iteration 71Q (9145.180000 sec): 3 clusters
  Score: Raw -3325466.763785 + Penalty 3332.825731 = -3322133.938055
  nChanged 174
		SP:Iteration 72Q (9145.240000 sec): 3 clusters
  Score: Raw -3325501.015476 + Penalty 3332.825731 = -3322168.189745
  nChanged 148
		SP:Iteration 73Q (9145.310000 sec): 3 clusters
  Score: Raw -3325526.673248 + Penalty 3332.825731 = -3322193.847517
  nChanged 138
		SP:Iteration 74Q (9145.370000 sec): 3 clusters
  Score: Raw -3325549.363131 + Penalty 3332.825731 = -3322216.537400
  nChanged 121
		SP:Iteration 75Q (9145.440000 sec): 3 clusters
  Score: Raw -3325567.960251 + Penalty 3332.825731 = -3322235.134520
  nChanged 110
		SP:Iteration 76Q (9145.500000 sec): 3 clusters
  Score: Raw -3325583.980727 + Penalty 3332.825731 = -3322251.154997
  nChanged 115
		SP:Iteration 77Q (9145.560000 sec): 3 clusters
  Score: Raw -3325602.117192 + Penalty 3332.825731 = -3322269.291462
  nChanged 110
		SP:Iteration 78Q (9145.630000 sec): 3 clusters
  Score: Raw -3325624.333695 + Penalty 3332.825731 = -3322291.507964
  nChanged 129
		SP:Iteration 79Q (9145.690000 sec): 3 clusters
  Score: Raw -3325650.271558 + Penalty 3332.825731 = -3322317.445827
  nChanged 132
		SP:Iteration 80F (9145.770000 sec): 3 clusters
  Score: Raw -3325677.850740 + Penalty 3332.825731 = -3322345.025009
  nChanged 129
		SP:Iteration 81Q (9145.830000 sec): 3 clusters
  Score: Raw -3325702.662728 + Penalty 3332.825731 = -3322369.836998
  nChanged 144
		SP:Iteration 82Q (9145.890000 sec): 3 clusters
  Score: Raw -3325734.918693 + Penalty 3332.825731 = -3322402.092963
  nChanged 155
		SP:Iteration 83Q (9145.960000 sec): 3 clusters
  Score: Raw -3325771.483706 + Penalty 3332.825731 = -3322438.657976
  nChanged 157
		SP:Iteration 84Q (9146.020000 sec): 3 clusters
  Score: Raw -3325808.467039 + Penalty 3332.825731 = -3322475.641309
  nChanged 145
		SP:Iteration 85Q (9146.080000 sec): 3 clusters
  Score: Raw -3325842.609698 + Penalty 3332.825731 = -3322509.783967
  nChanged 133
		SP:Iteration 86Q (9146.140000 sec): 3 clusters
  Score: Raw -3325876.085411 + Penalty 3332.825731 = -3322543.259681
  nChanged 133
		SP:Iteration 87Q (9146.200000 sec): 3 clusters
  Score: Raw -3325908.734870 + Penalty 3332.825731 = -3322575.909139
  nChanged 135
		SP:Iteration 88Q (9146.260000 sec): 3 clusters
  Score: Raw -3325936.875878 + Penalty 3332.825731 = -3322604.050148
  nChanged 118
		SP:Iteration 89Q (9146.330000 sec): 3 clusters
  Score: Raw -3325960.174816 + Penalty 3332.825731 = -3322627.349085
  nChanged 122
		SP:Iteration 90Q (9146.390000 sec): 3 clusters
  Score: Raw -3325984.595010 + Penalty 3332.825731 = -3322651.769279
  nChanged 112
		SP:Iteration 91Q (9146.450000 sec): 3 clusters
  Score: Raw -3326007.207184 + Penalty 3332.825731 = -3322674.381453
  nChanged 115
		SP:Iteration 92Q (9146.510000 sec): 3 clusters
  Score: Raw -3326031.808915 + Penalty 3332.825731 = -3322698.983185
  nChanged 99
		SP:Iteration 93Q (9146.570000 sec): 3 clusters
  Score: Raw -3326049.895627 + Penalty 3332.825731 = -3322717.069896
  nChanged 71
		SP:Iteration 94Q (9146.630000 sec): 3 clusters
  Score: Raw -3326061.014328 + Penalty 3332.825731 = -3322728.188598
  nChanged 76
		SP:Iteration 95Q (9146.690000 sec): 3 clusters
  Score: Raw -3326073.831345 + Penalty 3332.825731 = -3322741.005615
  nChanged 80
		SP:Iteration 96Q (9146.750000 sec): 3 clusters
  Score: Raw -3326090.790625 + Penalty 3332.825731 = -3322757.964894
  nChanged 76
		SP:Iteration 97Q (9146.810000 sec): 3 clusters
  Score: Raw -3326106.649986 + Penalty 3332.825731 = -3322773.824255
  nChanged 76
		SP:Iteration 98Q (9146.870000 sec): 3 clusters
  Score: Raw -3326123.517848 + Penalty 3332.825731 = -3322790.692117
  nChanged 76
		SP:Iteration 99Q (9146.930000 sec): 3 clusters
  Score: Raw -3326141.223441 + Penalty 3332.825731 = -3322808.397710
  nChanged 89
		SP:Iteration 100F (9147.000000 sec): 3 clusters
  Score: Raw -3326162.059950 + Penalty 3332.825731 = -3322829.234220
  nChanged 81
		SP:Iteration 101Q (9147.060000 sec): 3 clusters
  Score: Raw -3326180.338464 + Penalty 3332.825731 = -3322847.512734
  nChanged 72
		SP:Iteration 102Q (9147.120000 sec): 3 clusters
  Score: Raw -3326195.180397 + Penalty 3332.825731 = -3322862.354666
  nChanged 70
		SP:Iteration 103Q (9147.180000 sec): 3 clusters
  Score: Raw -3326210.007170 + Penalty 3332.825731 = -3322877.181440
  nChanged 66
		SP:Iteration 104Q (9147.240000 sec): 3 clusters
  Score: Raw -3326223.803242 + Penalty 3332.825731 = -3322890.977511
  nChanged 65
		SP:Iteration 105Q (9147.300000 sec): 3 clusters
  Score: Raw -3326240.043760 + Penalty 3332.825731 = -3322907.218029
  nChanged 69
		SP:Iteration 106Q (9147.360000 sec): 3 clusters
  Score: Raw -3326253.102934 + Penalty 3332.825731 = -3322920.277203
  nChanged 59
		SP:Iteration 107Q (9147.420000 sec): 3 clusters
  Score: Raw -3326263.738322 + Penalty 3332.825731 = -3322930.912591
  nChanged 52
		SP:Iteration 108Q (9147.470000 sec): 3 clusters
  Score: Raw -3326276.812502 + Penalty 3332.825731 = -3322943.986772
  nChanged 53
		SP:Iteration 109Q (9147.530000 sec): 3 clusters
  Score: Raw -3326289.637600 + Penalty 3332.825731 = -3322956.811870
  nChanged 48
		SP:Iteration 110Q (9147.590000 sec): 3 clusters
  Score: Raw -3326301.296001 + Penalty 3332.825731 = -3322968.470271
  nChanged 54
		SP:Iteration 111Q (9147.650000 sec): 3 clusters
  Score: Raw -3326317.860133 + Penalty 3332.825731 = -3322985.034402
  nChanged 52
		SP:Iteration 112Q (9147.710000 sec): 3 clusters
  Score: Raw -3326334.406323 + Penalty 3332.825731 = -3323001.580593
  nChanged 56
		SP:Iteration 113Q (9147.770000 sec): 3 clusters
  Score: Raw -3326350.441338 + Penalty 3332.825731 = -3323017.615607
  nChanged 52
		SP:Iteration 114Q (9147.830000 sec): 3 clusters
  Score: Raw -3326364.814891 + Penalty 3332.825731 = -3323031.989161
  nChanged 57
		SP:Iteration 115Q (9147.880000 sec): 3 clusters
  Score: Raw -3326381.763165 + Penalty 3332.825731 = -3323048.937434
  nChanged 48
		SP:Iteration 116Q (9147.940000 sec): 3 clusters
  Score: Raw -3326395.262771 + Penalty 3332.825731 = -3323062.437041
  nChanged 54
		SP:Iteration 117Q (9148.000000 sec): 3 clusters
  Score: Raw -3326410.795016 + Penalty 3332.825731 = -3323077.969285
  nChanged 50
		SP:Iteration 118Q (9148.050000 sec): 3 clusters
  Score: Raw -3326423.889859 + Penalty 3332.825731 = -3323091.064129
  nChanged 48
		SP:Iteration 119Q (9148.110000 sec): 3 clusters
  Score: Raw -3326435.850310 + Penalty 3332.825731 = -3323103.024580
  nChanged 48
		SP:Iteration 120F (9148.190000 sec): 3 clusters
  Score: Raw -3326450.098691 + Penalty 3332.825731 = -3323117.272961
  nChanged 43
		SP:Iteration 121Q (9148.240000 sec): 3 clusters
  Score: Raw -3326461.944871 + Penalty 3332.825731 = -3323129.119141
  nChanged 40
		SP:Iteration 122Q (9148.300000 sec): 3 clusters
  Score: Raw -3326472.769027 + Penalty 3332.825731 = -3323139.943296
  nChanged 31
		SP:Iteration 123Q (9148.350000 sec): 3 clusters
  Score: Raw -3326479.455361 + Penalty 3332.825731 = -3323146.629630
  nChanged 22
		SP:Iteration 124Q (9148.410000 sec): 3 clusters
  Score: Raw -3326483.995159 + Penalty 3332.825731 = -3323151.169428
  nChanged 17
		SP:Iteration 125Q (9148.470000 sec): 3 clusters
  Score: Raw -3326487.352176 + Penalty 3332.825731 = -3323154.526446
  nChanged 19
		SP:Iteration 126Q (9148.520000 sec): 3 clusters
  Score: Raw -3326490.572487 + Penalty 3332.825731 = -3323157.746756
  nChanged 16
		SP:Iteration 127Q (9148.580000 sec): 3 clusters
  Score: Raw -3326493.134651 + Penalty 3332.825731 = -3323160.308921
  nChanged 10
		SP:Iteration 128Q (9148.630000 sec): 3 clusters
  Score: Raw -3326495.671682 + Penalty 3332.825731 = -3323162.845952
  nChanged 11
		SP:Iteration 129Q (9148.690000 sec): 3 clusters
  Score: Raw -3326498.071803 + Penalty 3332.825731 = -3323165.246073
  nChanged 15
		SP:Iteration 130Q (9148.740000 sec): 3 clusters
  Score: Raw -3326500.909260 + Penalty 3332.825731 = -3323168.083529
  nChanged 12
		SP:Iteration 131Q (9148.800000 sec): 3 clusters
  Score: Raw -3326502.846451 + Penalty 3332.825731 = -3323170.020721
  nChanged 9
		SP:Iteration 132Q (9148.850000 sec): 3 clusters
  Score: Raw -3326504.196082 + Penalty 3332.825731 = -3323171.370352
  nChanged 9
		SP:Iteration 133Q (9148.910000 sec): 3 clusters
  Score: Raw -3326506.632151 + Penalty 3332.825731 = -3323173.806420
  nChanged 10
		SP:Iteration 134Q (9148.970000 sec): 3 clusters
  Score: Raw -3326509.274946 + Penalty 3332.825731 = -3323176.449215
  nChanged 9
		SP:Iteration 135Q (9149.020000 sec): 3 clusters
  Score: Raw -3326512.472790 + Penalty 3332.825731 = -3323179.647060
  nChanged 15
		SP:Iteration 136Q (9149.080000 sec): 3 clusters
  Score: Raw -3326517.241631 + Penalty 3332.825731 = -3323184.415901
  nChanged 9
		SP:Iteration 137Q (9149.130000 sec): 3 clusters
  Score: Raw -3326519.368897 + Penalty 3332.825731 = -3323186.543166
  nChanged 6
		SP:Iteration 138Q (9149.190000 sec): 3 clusters
  Score: Raw -3326520.612685 + Penalty 3332.825731 = -3323187.786954
  nChanged 5
		SP:Iteration 139Q (9149.240000 sec): 3 clusters
  Score: Raw -3326521.596562 + Penalty 3332.825731 = -3323188.770832
  nChanged 5
		SP:Iteration 140F (9149.320000 sec): 3 clusters
  Score: Raw -3326522.667107 + Penalty 3332.825731 = -3323189.841376
  nChanged 7
		SP:Iteration 141Q (9149.370000 sec): 3 clusters
  Score: Raw -3326524.661418 + Penalty 3332.825731 = -3323191.835687
  nChanged 8
		SP:Iteration 142Q (9149.430000 sec): 3 clusters
  Score: Raw -3326526.898461 + Penalty 3332.825731 = -3323194.072730
  nChanged 10
		SP:Iteration 143Q (9149.480000 sec): 3 clusters
  Score: Raw -3326529.065776 + Penalty 3332.825731 = -3323196.240045
  nChanged 9
		SP:Iteration 144Q (9149.540000 sec): 3 clusters
  Score: Raw -3326532.111066 + Penalty 3332.825731 = -3323199.285335
  nChanged 12
		SP:Iteration 145Q (9149.590000 sec): 3 clusters
  Score: Raw -3326535.446310 + Penalty 3332.825731 = -3323202.620580
  nChanged 6
		SP:Iteration 146Q (9149.650000 sec): 3 clusters
  Score: Raw -3326536.956941 + Penalty 3332.825731 = -3323204.131210
  nChanged 4
		SP:Iteration 147Q (9149.710000 sec): 3 clusters
  Score: Raw -3326538.215777 + Penalty 3332.825731 = -3323205.390046
  nChanged 1
		SP:Iteration 148Q (9149.770000 sec): 3 clusters
  Score: Raw -3326538.626129 + Penalty 3332.825731 = -3323205.800398
  nChanged 0
		SP:Iteration 149F (9149.850000 sec): 3 clusters
  Score: Raw -3326538.626129 + Penalty 3332.825731 = -3323205.800398
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 56 (8350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9149.880000 sec): 2 clusters
  Score: Raw -918358.362934 + Penalty 1467.377733 = -916890.985201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9149.900000 sec): 3 clusters
  Score: Raw -913718.640377 + Penalty 2934.755466 = -910783.884911
  nChanged 3520
		SP:Iteration 1F (9149.930000 sec): 3 clusters
  Score: Raw -915667.868436 + Penalty 2934.755466 = -912733.112970
  nChanged 607
		SP:Iteration 2F (9149.950000 sec): 3 clusters
  Score: Raw -915998.714317 + Penalty 2934.755466 = -913063.958851
  nChanged 510
		SP:Iteration 3F (9149.970000 sec): 3 clusters
  Score: Raw -916256.374650 + Penalty 2934.755466 = -913321.619185
  nChanged 446
		SP:Iteration 4F (9149.990000 sec): 3 clusters
  Score: Raw -916463.693455 + Penalty 2934.755466 = -913528.937989
  nChanged 359
		SP:Iteration 5Q (9150.010000 sec): 3 clusters
  Score: Raw -916616.097324 + Penalty 2934.755466 = -913681.341858
  nChanged 325
		SP:Iteration 6Q (9150.030000 sec): 3 clusters
  Score: Raw -916746.136151 + Penalty 2934.755466 = -913811.380685
  nChanged 276
		SP:Iteration 7Q (9150.050000 sec): 3 clusters
  Score: Raw -916859.658550 + Penalty 2934.755466 = -913924.903084
  nChanged 250
		SP:Iteration 8Q (9150.070000 sec): 3 clusters
  Score: Raw -916968.497266 + Penalty 2934.755466 = -914033.741800
  nChanged 265
		SP:Iteration 9Q (9150.090000 sec): 3 clusters
  Score: Raw -917077.421607 + Penalty 2934.755466 = -914142.666141
  nChanged 242
		SP:Iteration 10Q (9150.110000 sec): 3 clusters
  Score: Raw -917183.160959 + Penalty 2934.755466 = -914248.405494
  nChanged 233
		SP:Iteration 11Q (9150.130000 sec): 3 clusters
  Score: Raw -917287.485857 + Penalty 2934.755466 = -914352.730391
  nChanged 217
		SP:Iteration 12Q (9150.160000 sec): 3 clusters
  Score: Raw -917386.376097 + Penalty 2934.755466 = -914451.620631
  nChanged 230
		SP:Iteration 13Q (9150.180000 sec): 3 clusters
  Score: Raw -917491.197122 + Penalty 2934.755466 = -914556.441656
  nChanged 217
		SP:Iteration 14Q (9150.200000 sec): 3 clusters
  Score: Raw -917588.211368 + Penalty 2934.755466 = -914653.455902
  nChanged 189
		SP:Iteration 15Q (9150.220000 sec): 3 clusters
  Score: Raw -917685.585773 + Penalty 2934.755466 = -914750.830308
  nChanged 185
		SP:Iteration 16Q (9150.240000 sec): 3 clusters
  Score: Raw -917778.443224 + Penalty 2934.755466 = -914843.687758
  nChanged 199
		SP:Iteration 17Q (9150.260000 sec): 3 clusters
  Score: Raw -917895.478440 + Penalty 2934.755466 = -914960.722974
  nChanged 197
		SP:Iteration 18Q (9150.280000 sec): 3 clusters
  Score: Raw -918020.917972 + Penalty 2934.755466 = -915086.162506
  nChanged 211
		SP:Iteration 19Q (9150.300000 sec): 3 clusters
  Score: Raw -918158.070114 + Penalty 2934.755466 = -915223.314648
  nChanged 199
		SP:Iteration 20F (9150.320000 sec): 3 clusters
  Score: Raw -918277.433415 + Penalty 2934.755466 = -915342.677949
  nChanged 166
		SP:Iteration 21Q (9150.340000 sec): 3 clusters
  Score: Raw -918381.770721 + Penalty 2934.755466 = -915447.015255
  nChanged 173
		SP:Iteration 22Q (9150.360000 sec): 3 clusters
  Score: Raw -918476.654318 + Penalty 2934.755466 = -915541.898852
  nChanged 145
		SP:Iteration 23Q (9150.380000 sec): 3 clusters
  Score: Raw -918554.331187 + Penalty 2934.755466 = -915619.575721
  nChanged 134
		SP:Iteration 24Q (9150.400000 sec): 3 clusters
  Score: Raw -918620.881994 + Penalty 2934.755466 = -915686.126528
  nChanged 107
		SP:Iteration 25Q (9150.420000 sec): 3 clusters
  Score: Raw -918676.267608 + Penalty 2934.755466 = -915741.512142
  nChanged 99
		SP:Iteration 26Q (9150.440000 sec): 3 clusters
  Score: Raw -918726.306677 + Penalty 2934.755466 = -915791.551211
  nChanged 82
		SP:Iteration 27Q (9150.450000 sec): 3 clusters
  Score: Raw -918762.674064 + Penalty 2934.755466 = -915827.918598
  nChanged 60
		SP:Iteration 28Q (9150.470000 sec): 3 clusters
  Score: Raw -918784.562472 + Penalty 2934.755466 = -915849.807007
  nChanged 54
		SP:Iteration 29Q (9150.490000 sec): 3 clusters
  Score: Raw -918812.979774 + Penalty 2934.755466 = -915878.224308
  nChanged 48
		SP:Iteration 30Q (9150.510000 sec): 3 clusters
  Score: Raw -918837.605665 + Penalty 2934.755466 = -915902.850199
  nChanged 55
		SP:Iteration 31Q (9150.530000 sec): 3 clusters
  Score: Raw -918859.002527 + Penalty 2934.755466 = -915924.247061
  nChanged 43
		SP:Iteration 32Q (9150.550000 sec): 3 clusters
  Score: Raw -918876.423149 + Penalty 2934.755466 = -915941.667684
  nChanged 50
		SP:Iteration 33Q (9150.570000 sec): 3 clusters
  Score: Raw -918893.640265 + Penalty 2934.755466 = -915958.884799
  nChanged 47
		SP:Iteration 34Q (9150.580000 sec): 3 clusters
  Score: Raw -918907.870200 + Penalty 2934.755466 = -915973.114734
  nChanged 36
		SP:Iteration 35Q (9150.600000 sec): 3 clusters
  Score: Raw -918915.802541 + Penalty 2934.755466 = -915981.047075
  nChanged 22
		SP:Iteration 36Q (9150.620000 sec): 3 clusters
  Score: Raw -918919.492814 + Penalty 2934.755466 = -915984.737349
  nChanged 9
		SP:Iteration 37Q (9150.640000 sec): 3 clusters
  Score: Raw -918921.185152 + Penalty 2934.755466 = -915986.429686
  nChanged 8
		SP:Iteration 38Q (9150.650000 sec): 3 clusters
  Score: Raw -918923.186809 + Penalty 2934.755466 = -915988.431343
  nChanged 8
		SP:Iteration 39Q (9150.670000 sec): 3 clusters
  Score: Raw -918924.663295 + Penalty 2934.755466 = -915989.907829
  nChanged 5
		SP:Iteration 40F (9150.690000 sec): 3 clusters
  Score: Raw -918925.190744 + Penalty 2934.755466 = -915990.435278
  nChanged 4
		SP:Iteration 41Q (9150.710000 sec): 3 clusters
  Score: Raw -918925.958137 + Penalty 2934.755466 = -915991.202671
  nChanged 3
		SP:Iteration 42Q (9150.730000 sec): 3 clusters
  Score: Raw -918926.387068 + Penalty 2934.755466 = -915991.631603
  nChanged 5
		SP:Iteration 43Q (9150.750000 sec): 3 clusters
  Score: Raw -918927.515507 + Penalty 2934.755466 = -915992.760042
  nChanged 3
		SP:Iteration 44Q (9150.770000 sec): 3 clusters
  Score: Raw -918928.164149 + Penalty 2934.755466 = -915993.408683
  nChanged 3
		SP:Iteration 45Q (9150.780000 sec): 3 clusters
  Score: Raw -918929.140135 + Penalty 2934.755466 = -915994.384669
  nChanged 3
		SP:Iteration 46Q (9150.800000 sec): 3 clusters
  Score: Raw -918929.494078 + Penalty 2934.755466 = -915994.738612
  nChanged 3
		SP:Iteration 47Q (9150.820000 sec): 3 clusters
  Score: Raw -918930.040275 + Penalty 2934.755466 = -915995.284809
  nChanged 1
		SP:Iteration 48Q (9150.840000 sec): 3 clusters
  Score: Raw -918930.070504 + Penalty 2934.755466 = -915995.315038
  nChanged 0
		SP:Iteration 49F (9150.860000 sec): 3 clusters
  Score: Raw -918930.070504 + Penalty 2934.755466 = -915995.315038
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 57 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9150.870000 sec): 2 clusters
  Score: Raw -34427.270758 + Penalty 937.859183 = -33489.411575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9150.870000 sec): 3 clusters
  Score: Raw -34553.198707 + Penalty 1875.718365 = -32677.480342
  nChanged 77
		SP:Iteration 1F (9150.870000 sec): 3 clusters
  Score: Raw -34723.281923 + Penalty 1875.718365 = -32847.563558
  nChanged 21
		SP:Iteration 2F (9150.870000 sec): 3 clusters
  Score: Raw -34775.718548 + Penalty 1875.718365 = -32900.000183
  nChanged 13
		SP:Iteration 3Q (9150.870000 sec): 3 clusters
  Score: Raw -34808.133540 + Penalty 1875.718365 = -32932.415175
  nChanged 15
		SP:Iteration 4Q (9150.870000 sec): 3 clusters
  Score: Raw -34862.228944 + Penalty 1875.718365 = -32986.510579
  nChanged 10
		SP:Iteration 5Q (9150.870000 sec): 3 clusters
  Score: Raw -34895.263017 + Penalty 1875.718365 = -33019.544652
  nChanged 8
		SP:Iteration 6Q (9150.870000 sec): 3 clusters
  Score: Raw -34917.162600 + Penalty 1875.718365 = -33041.444235
  nChanged 1
		SP:Iteration 7Q (9150.870000 sec): 3 clusters
  Score: Raw -34919.196040 + Penalty 1875.718365 = -33043.477675
  nChanged 1
		SP:Iteration 8Q (9150.870000 sec): 3 clusters
  Score: Raw -34921.278027 + Penalty 1875.718365 = -33045.559662
  nChanged 0
		SP:Iteration 9F (9150.870000 sec): 3 clusters
  Score: Raw -34921.278027 + Penalty 1875.718365 = -33045.559662
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 58 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9150.880000 sec): 2 clusters
  Score: Raw -191190.837233 + Penalty 1219.015599 = -189971.821634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9150.890000 sec): 3 clusters
  Score: Raw -190449.011556 + Penalty 2438.031199 = -188010.980357
  nChanged 595
		SP:Iteration 1F (9150.890000 sec): 3 clusters
  Score: Raw -190861.831541 + Penalty 2438.031199 = -188423.800342
  nChanged 139
		SP:Iteration 2F (9150.900000 sec): 3 clusters
  Score: Raw -190984.690062 + Penalty 2438.031199 = -188546.658863
  nChanged 88
		SP:Iteration 3Q (9150.900000 sec): 3 clusters
  Score: Raw -191055.180687 + Penalty 2438.031199 = -188617.149489
  nChanged 77
		SP:Iteration 4Q (9150.910000 sec): 3 clusters
  Score: Raw -191121.641462 + Penalty 2438.031199 = -188683.610263
  nChanged 60
		SP:Iteration 5Q (9150.910000 sec): 3 clusters
  Score: Raw -191178.360287 + Penalty 2438.031199 = -188740.329088
  nChanged 53
		SP:Iteration 6Q (9150.910000 sec): 3 clusters
  Score: Raw -191224.389677 + Penalty 2438.031199 = -188786.358479
  nChanged 55
		SP:Iteration 7Q (9150.920000 sec): 3 clusters
  Score: Raw -191264.042498 + Penalty 2438.031199 = -188826.011299
  nChanged 36
		SP:Iteration 8Q (9150.920000 sec): 3 clusters
  Score: Raw -191301.135086 + Penalty 2438.031199 = -188863.103887
  nChanged 45
		SP:Iteration 9Q (9150.930000 sec): 3 clusters
  Score: Raw -191348.974880 + Penalty 2438.031199 = -188910.943681
  nChanged 50
		SP:Iteration 10Q (9150.930000 sec): 3 clusters
  Score: Raw -191395.294389 + Penalty 2438.031199 = -188957.263190
  nChanged 42
		SP:Iteration 11Q (9150.940000 sec): 3 clusters
  Score: Raw -191440.656105 + Penalty 2438.031199 = -189002.624907
  nChanged 41
		SP:Iteration 12Q (9150.940000 sec): 3 clusters
  Score: Raw -191478.165012 + Penalty 2438.031199 = -189040.133814
  nChanged 26
		SP:Iteration 13Q (9150.950000 sec): 3 clusters
  Score: Raw -191501.643552 + Penalty 2438.031199 = -189063.612353
  nChanged 28
		SP:Iteration 14Q (9150.950000 sec): 3 clusters
  Score: Raw -191527.217240 + Penalty 2438.031199 = -189089.186041
  nChanged 18
		SP:Iteration 15Q (9150.950000 sec): 3 clusters
  Score: Raw -191546.531110 + Penalty 2438.031199 = -189108.499911
  nChanged 16
		SP:Iteration 16Q (9150.960000 sec): 3 clusters
  Score: Raw -191554.487871 + Penalty 2438.031199 = -189116.456672
  nChanged 7
		SP:Iteration 17Q (9150.960000 sec): 3 clusters
  Score: Raw -191559.871666 + Penalty 2438.031199 = -189121.840467
  nChanged 10
		SP:Iteration 18Q (9150.970000 sec): 3 clusters
  Score: Raw -191571.339888 + Penalty 2438.031199 = -189133.308689
  nChanged 13
		SP:Iteration 19Q (9150.970000 sec): 3 clusters
  Score: Raw -191585.641258 + Penalty 2438.031199 = -189147.610059
  nChanged 14
		SP:Iteration 20F (9150.970000 sec): 3 clusters
  Score: Raw -191596.204870 + Penalty 2438.031199 = -189158.173671
  nChanged 5
		SP:Iteration 21Q (9150.980000 sec): 3 clusters
  Score: Raw -191601.083590 + Penalty 2438.031199 = -189163.052391
  nChanged 9
		SP:Iteration 22Q (9150.980000 sec): 3 clusters
  Score: Raw -191607.867076 + Penalty 2438.031199 = -189169.835878
  nChanged 6
		SP:Iteration 23Q (9150.990000 sec): 3 clusters
  Score: Raw -191617.015632 + Penalty 2438.031199 = -189178.984433
  nChanged 9
		SP:Iteration 24Q (9150.990000 sec): 3 clusters
  Score: Raw -191628.039660 + Penalty 2438.031199 = -189190.008461
  nChanged 16
		SP:Iteration 25Q (9150.990000 sec): 3 clusters
  Score: Raw -191646.620253 + Penalty 2438.031199 = -189208.589054
  nChanged 15
		SP:Iteration 26Q (9151.000000 sec): 3 clusters
  Score: Raw -191660.884393 + Penalty 2438.031199 = -189222.853195
  nChanged 13
		SP:Iteration 27Q (9151.000000 sec): 3 clusters
  Score: Raw -191673.430349 + Penalty 2438.031199 = -189235.399150
  nChanged 4
		SP:Iteration 28Q (9151.010000 sec): 3 clusters
  Score: Raw -191677.893716 + Penalty 2438.031199 = -189239.862517
  nChanged 4
		SP:Iteration 29Q (9151.010000 sec): 3 clusters
  Score: Raw -191681.266423 + Penalty 2438.031199 = -189243.235224
  nChanged 2
		SP:Iteration 30Q (9151.010000 sec): 3 clusters
  Score: Raw -191682.932606 + Penalty 2438.031199 = -189244.901407
  nChanged 4
		SP:Iteration 31Q (9151.020000 sec): 3 clusters
  Score: Raw -191686.070867 + Penalty 2438.031199 = -189248.039668
  nChanged 4
		SP:Iteration 32Q (9151.020000 sec): 3 clusters
  Score: Raw -191688.518799 + Penalty 2438.031199 = -189250.487601
  nChanged 2
		SP:Iteration 33Q (9151.030000 sec): 3 clusters
  Score: Raw -191689.074246 + Penalty 2438.031199 = -189251.043047
  nChanged 0
		SP:Iteration 34F (9151.030000 sec): 3 clusters
  Score: Raw -191689.074246 + Penalty 2438.031199 = -189251.043047
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 59 (4358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9151.050000 sec): 2 clusters
  Score: Raw -489510.644999 + Penalty 1361.712384 = -488148.932615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9151.060000 sec): 3 clusters
  Score: Raw -487254.788241 + Penalty 2723.424768 = -484531.363474
  nChanged 1772
		SP:Iteration 1F (9151.070000 sec): 3 clusters
  Score: Raw -488322.730943 + Penalty 2723.424768 = -485599.306175
  nChanged 350
		SP:Iteration 2F (9151.080000 sec): 3 clusters
  Score: Raw -488534.278171 + Penalty 2723.424768 = -485810.853403
  nChanged 263
		SP:Iteration 3F (9151.090000 sec): 3 clusters
  Score: Raw -488709.549205 + Penalty 2723.424768 = -485986.124438
  nChanged 203
		SP:Iteration 4Q (9151.100000 sec): 3 clusters
  Score: Raw -488826.080070 + Penalty 2723.424768 = -486102.655302
  nChanged 165
		SP:Iteration 5Q (9151.110000 sec): 3 clusters
  Score: Raw -488903.065495 + Penalty 2723.424768 = -486179.640727
  nChanged 130
		SP:Iteration 6Q (9151.120000 sec): 3 clusters
  Score: Raw -488958.987785 + Penalty 2723.424768 = -486235.563017
  nChanged 110
		SP:Iteration 7Q (9151.130000 sec): 3 clusters
  Score: Raw -489008.565554 + Penalty 2723.424768 = -486285.140786
  nChanged 107
		SP:Iteration 8Q (9151.140000 sec): 3 clusters
  Score: Raw -489060.160133 + Penalty 2723.424768 = -486336.735366
  nChanged 112
		SP:Iteration 9Q (9151.150000 sec): 3 clusters
  Score: Raw -489117.361590 + Penalty 2723.424768 = -486393.936822
  nChanged 109
		SP:Iteration 10Q (9151.170000 sec): 3 clusters
  Score: Raw -489175.759312 + Penalty 2723.424768 = -486452.334544
  nChanged 114
		SP:Iteration 11Q (9151.180000 sec): 3 clusters
  Score: Raw -489240.097493 + Penalty 2723.424768 = -486516.672725
  nChanged 117
		SP:Iteration 12Q (9151.190000 sec): 3 clusters
  Score: Raw -489305.641284 + Penalty 2723.424768 = -486582.216517
  nChanged 110
		SP:Iteration 13Q (9151.200000 sec): 3 clusters
  Score: Raw -489364.475307 + Penalty 2723.424768 = -486641.050539
  nChanged 104
		SP:Iteration 14Q (9151.210000 sec): 3 clusters
  Score: Raw -489414.057148 + Penalty 2723.424768 = -486690.632381
  nChanged 101
		SP:Iteration 15Q (9151.220000 sec): 3 clusters
  Score: Raw -489460.945300 + Penalty 2723.424768 = -486737.520533
  nChanged 71
		SP:Iteration 16Q (9151.230000 sec): 3 clusters
  Score: Raw -489493.759942 + Penalty 2723.424768 = -486770.335175
  nChanged 63
		SP:Iteration 17Q (9151.240000 sec): 3 clusters
  Score: Raw -489521.873882 + Penalty 2723.424768 = -486798.449114
  nChanged 51
		SP:Iteration 18Q (9151.250000 sec): 3 clusters
  Score: Raw -489541.133364 + Penalty 2723.424768 = -486817.708596
  nChanged 32
		SP:Iteration 19Q (9151.260000 sec): 3 clusters
  Score: Raw -489554.627352 + Penalty 2723.424768 = -486831.202584
  nChanged 28
		SP:Iteration 20F (9151.270000 sec): 3 clusters
  Score: Raw -489569.325310 + Penalty 2723.424768 = -486845.900542
  nChanged 39
		SP:Iteration 21Q (9151.280000 sec): 3 clusters
  Score: Raw -489593.267917 + Penalty 2723.424768 = -486869.843149
  nChanged 40
		SP:Iteration 22Q (9151.290000 sec): 3 clusters
  Score: Raw -489619.808620 + Penalty 2723.424768 = -486896.383853
  nChanged 45
		SP:Iteration 23Q (9151.300000 sec): 3 clusters
  Score: Raw -489643.060137 + Penalty 2723.424768 = -486919.635370
  nChanged 39
		SP:Iteration 24Q (9151.310000 sec): 3 clusters
  Score: Raw -489668.418662 + Penalty 2723.424768 = -486944.993894
  nChanged 41
		SP:Iteration 25Q (9151.330000 sec): 3 clusters
  Score: Raw -489694.113014 + Penalty 2723.424768 = -486970.688247
  nChanged 44
		SP:Iteration 26Q (9151.330000 sec): 3 clusters
  Score: Raw -489718.032902 + Penalty 2723.424768 = -486994.608134
  nChanged 42
		SP:Iteration 27Q (9151.350000 sec): 3 clusters
  Score: Raw -489740.110760 + Penalty 2723.424768 = -487016.685993
  nChanged 42
		SP:Iteration 28Q (9151.350000 sec): 3 clusters
  Score: Raw -489760.735928 + Penalty 2723.424768 = -487037.311161
  nChanged 33
		SP:Iteration 29Q (9151.370000 sec): 3 clusters
  Score: Raw -489776.777723 + Penalty 2723.424768 = -487053.352955
  nChanged 23
		SP:Iteration 30Q (9151.370000 sec): 3 clusters
  Score: Raw -489783.318280 + Penalty 2723.424768 = -487059.893512
  nChanged 17
		SP:Iteration 31Q (9151.390000 sec): 3 clusters
  Score: Raw -489788.714059 + Penalty 2723.424768 = -487065.289292
  nChanged 14
		SP:Iteration 32Q (9151.390000 sec): 3 clusters
  Score: Raw -489793.258376 + Penalty 2723.424768 = -487069.833608
  nChanged 15
		SP:Iteration 33Q (9151.410000 sec): 3 clusters
  Score: Raw -489800.113453 + Penalty 2723.424768 = -487076.688686
  nChanged 14
		SP:Iteration 34Q (9151.420000 sec): 3 clusters
  Score: Raw -489805.052933 + Penalty 2723.424768 = -487081.628166
  nChanged 21
		SP:Iteration 35Q (9151.430000 sec): 3 clusters
  Score: Raw -489811.385212 + Penalty 2723.424768 = -487087.960445
  nChanged 17
		SP:Iteration 36Q (9151.440000 sec): 3 clusters
  Score: Raw -489816.736698 + Penalty 2723.424768 = -487093.311930
  nChanged 14
		SP:Iteration 37Q (9151.450000 sec): 3 clusters
  Score: Raw -489820.685250 + Penalty 2723.424768 = -487097.260482
  nChanged 11
		SP:Iteration 38Q (9151.460000 sec): 3 clusters
  Score: Raw -489822.858614 + Penalty 2723.424768 = -487099.433847
  nChanged 6
		SP:Iteration 39Q (9151.470000 sec): 3 clusters
  Score: Raw -489824.321643 + Penalty 2723.424768 = -487100.896876
  nChanged 7
		SP:Iteration 40F (9151.480000 sec): 3 clusters
  Score: Raw -489826.537583 + Penalty 2723.424768 = -487103.112816
  nChanged 4
		SP:Iteration 41Q (9151.490000 sec): 3 clusters
  Score: Raw -489827.693436 + Penalty 2723.424768 = -487104.268669
  nChanged 5
		SP:Iteration 42Q (9151.500000 sec): 3 clusters
  Score: Raw -489828.882827 + Penalty 2723.424768 = -487105.458060
  nChanged 3
		SP:Iteration 43Q (9151.510000 sec): 3 clusters
  Score: Raw -489829.444191 + Penalty 2723.424768 = -487106.019424
  nChanged 5
		SP:Iteration 44Q (9151.520000 sec): 3 clusters
  Score: Raw -489830.541178 + Penalty 2723.424768 = -487107.116411
  nChanged 7
		SP:Iteration 45Q (9151.530000 sec): 3 clusters
  Score: Raw -489833.326836 + Penalty 2723.424768 = -487109.902069
  nChanged 2
		SP:Iteration 46Q (9151.540000 sec): 3 clusters
  Score: Raw -489833.913453 + Penalty 2723.424768 = -487110.488686
  nChanged 3
		SP:Iteration 47Q (9151.550000 sec): 3 clusters
  Score: Raw -489834.575219 + Penalty 2723.424768 = -487111.150452
  nChanged 1
		SP:Iteration 48Q (9151.560000 sec): 3 clusters
  Score: Raw -489835.006911 + Penalty 2723.424768 = -487111.582144
  nChanged 3
		SP:Iteration 49Q (9151.570000 sec): 3 clusters
  Score: Raw -489835.840898 + Penalty 2723.424768 = -487112.416130
  nChanged 3
		SP:Iteration 50Q (9151.580000 sec): 3 clusters
  Score: Raw -489836.582376 + Penalty 2723.424768 = -487113.157608
  nChanged 0
		SP:Iteration 51F (9151.590000 sec): 3 clusters
  Score: Raw -489836.582376 + Penalty 2723.424768 = -487113.157608
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 60 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9151.600000 sec): 2 clusters
  Score: Raw -260190.042267 + Penalty 1263.003881 = -258927.038386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9151.610000 sec): 3 clusters
  Score: Raw -259135.378160 + Penalty 2526.007762 = -256609.370398
  nChanged 859
		SP:Iteration 1F (9151.610000 sec): 3 clusters
  Score: Raw -259842.659480 + Penalty 2526.007762 = -257316.651718
  nChanged 238
		SP:Iteration 2F (9151.620000 sec): 3 clusters
  Score: Raw -260108.641108 + Penalty 2526.007762 = -257582.633346
  nChanged 181
		SP:Iteration 3F (9151.630000 sec): 3 clusters
  Score: Raw -260289.340909 + Penalty 2526.007762 = -257763.333147
  nChanged 145
		SP:Iteration 4F (9151.630000 sec): 3 clusters
  Score: Raw -260418.826611 + Penalty 2526.007762 = -257892.818849
  nChanged 125
		SP:Iteration 5F (9151.640000 sec): 3 clusters
  Score: Raw -260533.857834 + Penalty 2526.007762 = -258007.850072
  nChanged 106
		SP:Iteration 6Q (9151.640000 sec): 3 clusters
  Score: Raw -260639.945523 + Penalty 2526.007762 = -258113.937761
  nChanged 78
		SP:Iteration 7Q (9151.650000 sec): 3 clusters
  Score: Raw -260714.475192 + Penalty 2526.007762 = -258188.467430
  nChanged 56
		SP:Iteration 8Q (9151.650000 sec): 3 clusters
  Score: Raw -260753.240281 + Penalty 2526.007762 = -258227.232519
  nChanged 41
		SP:Iteration 9Q (9151.660000 sec): 3 clusters
  Score: Raw -260780.527303 + Penalty 2526.007762 = -258254.519541
  nChanged 23
		SP:Iteration 10Q (9151.670000 sec): 3 clusters
  Score: Raw -260794.604137 + Penalty 2526.007762 = -258268.596375
  nChanged 20
		SP:Iteration 11Q (9151.670000 sec): 3 clusters
  Score: Raw -260810.274808 + Penalty 2526.007762 = -258284.267046
  nChanged 11
		SP:Iteration 12Q (9151.680000 sec): 3 clusters
  Score: Raw -260820.181871 + Penalty 2526.007762 = -258294.174109
  nChanged 13
		SP:Iteration 13Q (9151.680000 sec): 3 clusters
  Score: Raw -260828.495566 + Penalty 2526.007762 = -258302.487804
  nChanged 11
		SP:Iteration 14Q (9151.690000 sec): 3 clusters
  Score: Raw -260833.906483 + Penalty 2526.007762 = -258307.898721
  nChanged 8
		SP:Iteration 15Q (9151.690000 sec): 3 clusters
  Score: Raw -260839.310998 + Penalty 2526.007762 = -258313.303237
  nChanged 10
		SP:Iteration 16Q (9151.700000 sec): 3 clusters
  Score: Raw -260846.632395 + Penalty 2526.007762 = -258320.624633
  nChanged 6
		SP:Iteration 17Q (9151.700000 sec): 3 clusters
  Score: Raw -260850.167366 + Penalty 2526.007762 = -258324.159604
  nChanged 5
		SP:Iteration 18Q (9151.710000 sec): 3 clusters
  Score: Raw -260853.458563 + Penalty 2526.007762 = -258327.450801
  nChanged 8
		SP:Iteration 19Q (9151.710000 sec): 3 clusters
  Score: Raw -260863.609832 + Penalty 2526.007762 = -258337.602070
  nChanged 12
		SP:Iteration 20F (9151.720000 sec): 3 clusters
  Score: Raw -260880.871430 + Penalty 2526.007762 = -258354.863668
  nChanged 16
		SP:Iteration 21Q (9151.730000 sec): 3 clusters
  Score: Raw -260904.742355 + Penalty 2526.007762 = -258378.734593
  nChanged 11
		SP:Iteration 22Q (9151.730000 sec): 3 clusters
  Score: Raw -260927.108653 + Penalty 2526.007762 = -258401.100891
  nChanged 12
		SP:Iteration 23Q (9151.730000 sec): 3 clusters
  Score: Raw -260944.439411 + Penalty 2526.007762 = -258418.431649
  nChanged 12
		SP:Iteration 24Q (9151.740000 sec): 3 clusters
  Score: Raw -260958.705902 + Penalty 2526.007762 = -258432.698140
  nChanged 8
		SP:Iteration 25Q (9151.750000 sec): 3 clusters
  Score: Raw -260972.989711 + Penalty 2526.007762 = -258446.981949
  nChanged 3
		SP:Iteration 26Q (9151.750000 sec): 3 clusters
  Score: Raw -260976.478596 + Penalty 2526.007762 = -258450.470834
  nChanged 2
		SP:Iteration 27Q (9151.750000 sec): 3 clusters
  Score: Raw -260977.668086 + Penalty 2526.007762 = -258451.660324
  nChanged 0
		SP:Iteration 28F (9151.760000 sec): 3 clusters
  Score: Raw -260977.668086 + Penalty 2526.007762 = -258451.660324
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 61 (8094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9151.790000 sec): 2 clusters
  Score: Raw -898547.824223 + Penalty 1462.317728 = -897085.506496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9151.810000 sec): 3 clusters
  Score: Raw -894100.897406 + Penalty 2924.635456 = -891176.261950
  nChanged 3463
		SP:Iteration 1F (9151.830000 sec): 3 clusters
  Score: Raw -896129.832483 + Penalty 2924.635456 = -893205.197028
  nChanged 581
		SP:Iteration 2F (9151.850000 sec): 3 clusters
  Score: Raw -896450.622515 + Penalty 2924.635456 = -893525.987060
  nChanged 466
		SP:Iteration 3F (9151.870000 sec): 3 clusters
  Score: Raw -896683.551268 + Penalty 2924.635456 = -893758.915812
  nChanged 394
		SP:Iteration 4Q (9151.890000 sec): 3 clusters
  Score: Raw -896898.717309 + Penalty 2924.635456 = -893974.081853
  nChanged 377
		SP:Iteration 5Q (9151.910000 sec): 3 clusters
  Score: Raw -897090.839811 + Penalty 2924.635456 = -894166.204355
  nChanged 344
		SP:Iteration 6Q (9151.930000 sec): 3 clusters
  Score: Raw -897294.071096 + Penalty 2924.635456 = -894369.435641
  nChanged 319
		SP:Iteration 7Q (9151.950000 sec): 3 clusters
  Score: Raw -897471.182531 + Penalty 2924.635456 = -894546.547076
  nChanged 309
		SP:Iteration 8Q (9151.970000 sec): 3 clusters
  Score: Raw -897632.814663 + Penalty 2924.635456 = -894708.179207
  nChanged 259
		SP:Iteration 9Q (9151.990000 sec): 3 clusters
  Score: Raw -897769.231893 + Penalty 2924.635456 = -894844.596437
  nChanged 230
		SP:Iteration 10Q (9152.010000 sec): 3 clusters
  Score: Raw -897876.427344 + Penalty 2924.635456 = -894951.791888
  nChanged 171
		SP:Iteration 11Q (9152.030000 sec): 3 clusters
  Score: Raw -897949.502929 + Penalty 2924.635456 = -895024.867473
  nChanged 150
		SP:Iteration 12Q (9152.050000 sec): 3 clusters
  Score: Raw -897997.832993 + Penalty 2924.635456 = -895073.197537
  nChanged 111
		SP:Iteration 13Q (9152.070000 sec): 3 clusters
  Score: Raw -898028.283326 + Penalty 2924.635456 = -895103.647870
  nChanged 79
		SP:Iteration 14Q (9152.090000 sec): 3 clusters
  Score: Raw -898051.749210 + Penalty 2924.635456 = -895127.113755
  nChanged 75
		SP:Iteration 15Q (9152.110000 sec): 3 clusters
  Score: Raw -898067.065481 + Penalty 2924.635456 = -895142.430025
  nChanged 51
		SP:Iteration 16Q (9152.130000 sec): 3 clusters
  Score: Raw -898077.155384 + Penalty 2924.635456 = -895152.519929
  nChanged 38
		SP:Iteration 17Q (9152.150000 sec): 3 clusters
  Score: Raw -898083.539494 + Penalty 2924.635456 = -895158.904039
  nChanged 26
		SP:Iteration 18Q (9152.170000 sec): 3 clusters
  Score: Raw -898088.853646 + Penalty 2924.635456 = -895164.218190
  nChanged 30
		SP:Iteration 19Q (9152.190000 sec): 3 clusters
  Score: Raw -898095.898611 + Penalty 2924.635456 = -895171.263155
  nChanged 36
		SP:Iteration 20F (9152.210000 sec): 3 clusters
  Score: Raw -898102.014787 + Penalty 2924.635456 = -895177.379332
  nChanged 23
		SP:Iteration 21Q (9152.230000 sec): 3 clusters
  Score: Raw -898105.587557 + Penalty 2924.635456 = -895180.952101
  nChanged 19
		SP:Iteration 22Q (9152.250000 sec): 3 clusters
  Score: Raw -898108.844709 + Penalty 2924.635456 = -895184.209254
  nChanged 20
		SP:Iteration 23Q (9152.270000 sec): 3 clusters
  Score: Raw -898112.340017 + Penalty 2924.635456 = -895187.704561
  nChanged 28
		SP:Iteration 24Q (9152.290000 sec): 3 clusters
  Score: Raw -898117.503438 + Penalty 2924.635456 = -895192.867982
  nChanged 30
		SP:Iteration 25Q (9152.310000 sec): 3 clusters
  Score: Raw -898123.324762 + Penalty 2924.635456 = -895198.689306
  nChanged 31
		SP:Iteration 26Q (9152.330000 sec): 3 clusters
  Score: Raw -898128.854694 + Penalty 2924.635456 = -895204.219238
  nChanged 27
		SP:Iteration 27Q (9152.350000 sec): 3 clusters
  Score: Raw -898132.991876 + Penalty 2924.635456 = -895208.356420
  nChanged 25
		SP:Iteration 28Q (9152.370000 sec): 3 clusters
  Score: Raw -898137.869481 + Penalty 2924.635456 = -895213.234026
  nChanged 37
		SP:Iteration 29Q (9152.390000 sec): 3 clusters
  Score: Raw -898144.600018 + Penalty 2924.635456 = -895219.964563
  nChanged 41
		SP:Iteration 30Q (9152.410000 sec): 3 clusters
  Score: Raw -898152.506921 + Penalty 2924.635456 = -895227.871465
  nChanged 29
		SP:Iteration 31Q (9152.430000 sec): 3 clusters
  Score: Raw -898158.546788 + Penalty 2924.635456 = -895233.911332
  nChanged 27
		SP:Iteration 32Q (9152.440000 sec): 3 clusters
  Score: Raw -898162.902290 + Penalty 2924.635456 = -895238.266834
  nChanged 24
		SP:Iteration 33Q (9152.460000 sec): 3 clusters
  Score: Raw -898167.569773 + Penalty 2924.635456 = -895242.934317
  nChanged 27
		SP:Iteration 34Q (9152.480000 sec): 3 clusters
  Score: Raw -898171.379780 + Penalty 2924.635456 = -895246.744324
  nChanged 23
		SP:Iteration 35Q (9152.500000 sec): 3 clusters
  Score: Raw -898175.191243 + Penalty 2924.635456 = -895250.555787
  nChanged 23
		SP:Iteration 36Q (9152.520000 sec): 3 clusters
  Score: Raw -898178.795241 + Penalty 2924.635456 = -895254.159785
  nChanged 19
		SP:Iteration 37Q (9152.540000 sec): 3 clusters
  Score: Raw -898181.392060 + Penalty 2924.635456 = -895256.756604
  nChanged 15
		SP:Iteration 38Q (9152.560000 sec): 3 clusters
  Score: Raw -898182.922483 + Penalty 2924.635456 = -895258.287027
  nChanged 12
		SP:Iteration 39Q (9152.580000 sec): 3 clusters
  Score: Raw -898184.307340 + Penalty 2924.635456 = -895259.671885
  nChanged 11
		SP:Iteration 40F (9152.600000 sec): 3 clusters
  Score: Raw -898185.325923 + Penalty 2924.635456 = -895260.690467
  nChanged 7
		SP:Iteration 41Q (9152.620000 sec): 3 clusters
  Score: Raw -898186.503154 + Penalty 2924.635456 = -895261.867698
  nChanged 7
		SP:Iteration 42Q (9152.640000 sec): 3 clusters
  Score: Raw -898187.887717 + Penalty 2924.635456 = -895263.252261
  nChanged 10
		SP:Iteration 43Q (9152.660000 sec): 3 clusters
  Score: Raw -898188.829538 + Penalty 2924.635456 = -895264.194082
  nChanged 6
		SP:Iteration 44Q (9152.680000 sec): 3 clusters
  Score: Raw -898189.467810 + Penalty 2924.635456 = -895264.832355
  nChanged 7
		SP:Iteration 45Q (9152.700000 sec): 3 clusters
  Score: Raw -898189.971259 + Penalty 2924.635456 = -895265.335804
  nChanged 6
		SP:Iteration 46Q (9152.720000 sec): 3 clusters
  Score: Raw -898190.350822 + Penalty 2924.635456 = -895265.715367
  nChanged 3
		SP:Iteration 47Q (9152.740000 sec): 3 clusters
  Score: Raw -898190.749241 + Penalty 2924.635456 = -895266.113786
  nChanged 3
		SP:Iteration 48Q (9152.750000 sec): 3 clusters
  Score: Raw -898191.425699 + Penalty 2924.635456 = -895266.790243
  nChanged 8
		SP:Iteration 49Q (9152.770000 sec): 3 clusters
  Score: Raw -898192.620547 + Penalty 2924.635456 = -895267.985091
  nChanged 10
		SP:Iteration 50Q (9152.790000 sec): 3 clusters
  Score: Raw -898194.193305 + Penalty 2924.635456 = -895269.557849
  nChanged 10
		SP:Iteration 51Q (9152.810000 sec): 3 clusters
  Score: Raw -898195.632740 + Penalty 2924.635456 = -895270.997284
  nChanged 10
		SP:Iteration 52Q (9152.830000 sec): 3 clusters
  Score: Raw -898197.104133 + Penalty 2924.635456 = -895272.468677
  nChanged 7
		SP:Iteration 53Q (9152.850000 sec): 3 clusters
  Score: Raw -898198.449480 + Penalty 2924.635456 = -895273.814024
  nChanged 9
		SP:Iteration 54Q (9152.870000 sec): 3 clusters
  Score: Raw -898200.115179 + Penalty 2924.635456 = -895275.479723
  nChanged 6
		SP:Iteration 55Q (9152.890000 sec): 3 clusters
  Score: Raw -898201.460673 + Penalty 2924.635456 = -895276.825217
  nChanged 13
		SP:Iteration 56Q (9152.910000 sec): 3 clusters
  Score: Raw -898203.598085 + Penalty 2924.635456 = -895278.962630
  nChanged 11
		SP:Iteration 57Q (9152.930000 sec): 3 clusters
  Score: Raw -898204.817504 + Penalty 2924.635456 = -895280.182048
  nChanged 8
		SP:Iteration 58Q (9152.950000 sec): 3 clusters
  Score: Raw -898205.522887 + Penalty 2924.635456 = -895280.887431
  nChanged 7
		SP:Iteration 59Q (9152.970000 sec): 3 clusters
  Score: Raw -898206.197446 + Penalty 2924.635456 = -895281.561990
  nChanged 4
		SP:Iteration 60F (9152.990000 sec): 3 clusters
  Score: Raw -898206.804660 + Penalty 2924.635456 = -895282.169204
  nChanged 5
		SP:Iteration 61Q (9153.010000 sec): 3 clusters
  Score: Raw -898207.498736 + Penalty 2924.635456 = -895282.863280
  nChanged 6
		SP:Iteration 62Q (9153.030000 sec): 3 clusters
  Score: Raw -898208.570204 + Penalty 2924.635456 = -895283.934749
  nChanged 7
		SP:Iteration 63Q (9153.050000 sec): 3 clusters
  Score: Raw -898209.990670 + Penalty 2924.635456 = -895285.355214
  nChanged 9
		SP:Iteration 64Q (9153.070000 sec): 3 clusters
  Score: Raw -898211.266216 + Penalty 2924.635456 = -895286.630760
  nChanged 11
		SP:Iteration 65Q (9153.090000 sec): 3 clusters
  Score: Raw -898212.297440 + Penalty 2924.635456 = -895287.661985
  nChanged 10
		SP:Iteration 66Q (9153.110000 sec): 3 clusters
  Score: Raw -898213.853723 + Penalty 2924.635456 = -895289.218267
  nChanged 16
		SP:Iteration 67Q (9153.130000 sec): 3 clusters
  Score: Raw -898216.657611 + Penalty 2924.635456 = -895292.022156
  nChanged 17
		SP:Iteration 68Q (9153.150000 sec): 3 clusters
  Score: Raw -898219.943385 + Penalty 2924.635456 = -895295.307929
  nChanged 18
		SP:Iteration 69Q (9153.170000 sec): 3 clusters
  Score: Raw -898222.913576 + Penalty 2924.635456 = -895298.278120
  nChanged 15
		SP:Iteration 70Q (9153.180000 sec): 3 clusters
  Score: Raw -898225.687521 + Penalty 2924.635456 = -895301.052066
  nChanged 19
		SP:Iteration 71Q (9153.200000 sec): 3 clusters
  Score: Raw -898228.250943 + Penalty 2924.635456 = -895303.615487
  nChanged 13
		SP:Iteration 72Q (9153.220000 sec): 3 clusters
  Score: Raw -898230.203602 + Penalty 2924.635456 = -895305.568146
  nChanged 12
		SP:Iteration 73Q (9153.240000 sec): 3 clusters
  Score: Raw -898231.912623 + Penalty 2924.635456 = -895307.277167
  nChanged 9
		SP:Iteration 74Q (9153.260000 sec): 3 clusters
  Score: Raw -898232.999532 + Penalty 2924.635456 = -895308.364076
  nChanged 12
		SP:Iteration 75Q (9153.280000 sec): 3 clusters
  Score: Raw -898234.380080 + Penalty 2924.635456 = -895309.744624
  nChanged 8
		SP:Iteration 76Q (9153.300000 sec): 3 clusters
  Score: Raw -898235.476208 + Penalty 2924.635456 = -895310.840752
  nChanged 7
		SP:Iteration 77Q (9153.320000 sec): 3 clusters
  Score: Raw -898236.939097 + Penalty 2924.635456 = -895312.303641
  nChanged 10
		SP:Iteration 78Q (9153.340000 sec): 3 clusters
  Score: Raw -898238.615874 + Penalty 2924.635456 = -895313.980418
  nChanged 11
		SP:Iteration 79Q (9153.360000 sec): 3 clusters
  Score: Raw -898239.995964 + Penalty 2924.635456 = -895315.360508
  nChanged 9
		SP:Iteration 80F (9153.380000 sec): 3 clusters
  Score: Raw -898242.415090 + Penalty 2924.635456 = -895317.779634
  nChanged 19
		SP:Iteration 81Q (9153.400000 sec): 3 clusters
  Score: Raw -898245.174422 + Penalty 2924.635456 = -895320.538966
  nChanged 14
		SP:Iteration 82Q (9153.420000 sec): 3 clusters
  Score: Raw -898247.217446 + Penalty 2924.635456 = -895322.581990
  nChanged 14
		SP:Iteration 83Q (9153.440000 sec): 3 clusters
  Score: Raw -898249.278387 + Penalty 2924.635456 = -895324.642931
  nChanged 13
		SP:Iteration 84Q (9153.460000 sec): 3 clusters
  Score: Raw -898250.856206 + Penalty 2924.635456 = -895326.220750
  nChanged 11
		SP:Iteration 85Q (9153.480000 sec): 3 clusters
  Score: Raw -898252.618673 + Penalty 2924.635456 = -895327.983218
  nChanged 16
		SP:Iteration 86Q (9153.500000 sec): 3 clusters
  Score: Raw -898255.127073 + Penalty 2924.635456 = -895330.491618
  nChanged 21
		SP:Iteration 87Q (9153.520000 sec): 3 clusters
  Score: Raw -898257.761382 + Penalty 2924.635456 = -895333.125926
  nChanged 16
		SP:Iteration 88Q (9153.530000 sec): 3 clusters
  Score: Raw -898260.723968 + Penalty 2924.635456 = -895336.088512
  nChanged 17
		SP:Iteration 89Q (9153.550000 sec): 3 clusters
  Score: Raw -898264.576629 + Penalty 2924.635456 = -895339.941173
  nChanged 19
		SP:Iteration 90Q (9153.570000 sec): 3 clusters
  Score: Raw -898267.816149 + Penalty 2924.635456 = -895343.180693
  nChanged 16
		SP:Iteration 91Q (9153.590000 sec): 3 clusters
  Score: Raw -898270.157132 + Penalty 2924.635456 = -895345.521676
  nChanged 18
		SP:Iteration 92Q (9153.610000 sec): 3 clusters
  Score: Raw -898273.343944 + Penalty 2924.635456 = -895348.708488
  nChanged 19
		SP:Iteration 93Q (9153.630000 sec): 3 clusters
  Score: Raw -898276.246333 + Penalty 2924.635456 = -895351.610877
  nChanged 19
		SP:Iteration 94Q (9153.650000 sec): 3 clusters
  Score: Raw -898279.401397 + Penalty 2924.635456 = -895354.765942
  nChanged 19
		SP:Iteration 95Q (9153.670000 sec): 3 clusters
  Score: Raw -898283.161937 + Penalty 2924.635456 = -895358.526481
  nChanged 25
		SP:Iteration 96Q (9153.690000 sec): 3 clusters
  Score: Raw -898287.805524 + Penalty 2924.635456 = -895363.170069
  nChanged 26
		SP:Iteration 97Q (9153.710000 sec): 3 clusters
  Score: Raw -898294.171421 + Penalty 2924.635456 = -895369.535965
  nChanged 23
		SP:Iteration 98Q (9153.730000 sec): 3 clusters
  Score: Raw -898299.818286 + Penalty 2924.635456 = -895375.182830
  nChanged 30
		SP:Iteration 99Q (9153.750000 sec): 3 clusters
  Score: Raw -898307.023488 + Penalty 2924.635456 = -895382.388032
  nChanged 35
		SP:Iteration 100F (9153.770000 sec): 3 clusters
  Score: Raw -898314.120130 + Penalty 2924.635456 = -895389.484674
  nChanged 29
		SP:Iteration 101Q (9153.790000 sec): 3 clusters
  Score: Raw -898318.757229 + Penalty 2924.635456 = -895394.121773
  nChanged 20
		SP:Iteration 102Q (9153.810000 sec): 3 clusters
  Score: Raw -898321.886689 + Penalty 2924.635456 = -895397.251233
  nChanged 17
		SP:Iteration 103Q (9153.830000 sec): 3 clusters
  Score: Raw -898324.833357 + Penalty 2924.635456 = -895400.197901
  nChanged 18
		SP:Iteration 104Q (9153.850000 sec): 3 clusters
  Score: Raw -898328.543864 + Penalty 2924.635456 = -895403.908408
  nChanged 22
		SP:Iteration 105Q (9153.860000 sec): 3 clusters
  Score: Raw -898333.725189 + Penalty 2924.635456 = -895409.089734
  nChanged 20
		SP:Iteration 106Q (9153.880000 sec): 3 clusters
  Score: Raw -898337.837398 + Penalty 2924.635456 = -895413.201942
  nChanged 28
		SP:Iteration 107Q (9153.900000 sec): 3 clusters
  Score: Raw -898343.193977 + Penalty 2924.635456 = -895418.558522
  nChanged 22
		SP:Iteration 108Q (9153.920000 sec): 3 clusters
  Score: Raw -898347.381597 + Penalty 2924.635456 = -895422.746142
  nChanged 18
		SP:Iteration 109Q (9153.940000 sec): 3 clusters
  Score: Raw -898351.141381 + Penalty 2924.635456 = -895426.505925
  nChanged 18
		SP:Iteration 110Q (9153.960000 sec): 3 clusters
  Score: Raw -898355.287276 + Penalty 2924.635456 = -895430.651820
  nChanged 15
		SP:Iteration 111Q (9153.970000 sec): 3 clusters
  Score: Raw -898358.741233 + Penalty 2924.635456 = -895434.105777
  nChanged 20
		SP:Iteration 112Q (9153.990000 sec): 3 clusters
  Score: Raw -898362.198747 + Penalty 2924.635456 = -895437.563291
  nChanged 19
		SP:Iteration 113Q (9154.010000 sec): 3 clusters
  Score: Raw -898366.194656 + Penalty 2924.635456 = -895441.559200
  nChanged 20
		SP:Iteration 114Q (9154.030000 sec): 3 clusters
  Score: Raw -898371.095679 + Penalty 2924.635456 = -895446.460223
  nChanged 20
		SP:Iteration 115Q (9154.050000 sec): 3 clusters
  Score: Raw -898375.762855 + Penalty 2924.635456 = -895451.127400
  nChanged 18
		SP:Iteration 116Q (9154.070000 sec): 3 clusters
  Score: Raw -898379.144060 + Penalty 2924.635456 = -895454.508604
  nChanged 13
		SP:Iteration 117Q (9154.090000 sec): 3 clusters
  Score: Raw -898382.059287 + Penalty 2924.635456 = -895457.423832
  nChanged 14
		SP:Iteration 118Q (9154.110000 sec): 3 clusters
  Score: Raw -898384.731820 + Penalty 2924.635456 = -895460.096364
  nChanged 12
		SP:Iteration 119Q (9154.130000 sec): 3 clusters
  Score: Raw -898386.507142 + Penalty 2924.635456 = -895461.871686
  nChanged 15
		SP:Iteration 120F (9154.150000 sec): 3 clusters
  Score: Raw -898390.300310 + Penalty 2924.635456 = -895465.664854
  nChanged 18
		SP:Iteration 121Q (9154.170000 sec): 3 clusters
  Score: Raw -898395.227499 + Penalty 2924.635456 = -895470.592043
  nChanged 24
		SP:Iteration 122Q (9154.180000 sec): 3 clusters
  Score: Raw -898401.940254 + Penalty 2924.635456 = -895477.304798
  nChanged 21
		SP:Iteration 123Q (9154.200000 sec): 3 clusters
  Score: Raw -898406.392744 + Penalty 2924.635456 = -895481.757288
  nChanged 15
		SP:Iteration 124Q (9154.220000 sec): 3 clusters
  Score: Raw -898409.108724 + Penalty 2924.635456 = -895484.473269
  nChanged 8
		SP:Iteration 125Q (9154.240000 sec): 3 clusters
  Score: Raw -898410.414522 + Penalty 2924.635456 = -895485.779066
  nChanged 9
		SP:Iteration 126Q (9154.260000 sec): 3 clusters
  Score: Raw -898411.952828 + Penalty 2924.635456 = -895487.317372
  nChanged 9
		SP:Iteration 127Q (9154.280000 sec): 3 clusters
  Score: Raw -898413.241988 + Penalty 2924.635456 = -895488.606532
  nChanged 6
		SP:Iteration 128Q (9154.290000 sec): 3 clusters
  Score: Raw -898414.156308 + Penalty 2924.635456 = -895489.520852
  nChanged 4
		SP:Iteration 129Q (9154.310000 sec): 3 clusters
  Score: Raw -898414.531660 + Penalty 2924.635456 = -895489.896205
  nChanged 5
		SP:Iteration 130Q (9154.330000 sec): 3 clusters
  Score: Raw -898415.006774 + Penalty 2924.635456 = -895490.371318
  nChanged 1
		SP:Iteration 131Q (9154.350000 sec): 3 clusters
  Score: Raw -898415.131297 + Penalty 2924.635456 = -895490.495841
  nChanged 1
		SP:Iteration 132Q (9154.370000 sec): 3 clusters
  Score: Raw -898415.295208 + Penalty 2924.635456 = -895490.659752
  nChanged 0
		SP:Iteration 133F (9154.390000 sec): 3 clusters
  Score: Raw -898415.295208 + Penalty 2924.635456 = -895490.659752
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 62 (31838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9154.490000 sec): 2 clusters
  Score: Raw -3748957.146226 + Penalty 1684.867571 = -3747272.278655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9154.570000 sec): 3 clusters
  Score: Raw -3729083.393827 + Penalty 3369.735143 = -3725713.658684
  nChanged 14828
		SP:Iteration 1F (9154.650000 sec): 3 clusters
  Score: Raw -3737423.424644 + Penalty 3369.735143 = -3734053.689501
  nChanged 1490
		SP:Iteration 2Q (9154.740000 sec): 3 clusters
  Score: Raw -3737884.155816 + Penalty 3369.735143 = -3734514.420673
  nChanged 1360
		SP:Iteration 3Q (9154.830000 sec): 3 clusters
  Score: Raw -3738364.943682 + Penalty 3369.735143 = -3734995.208539
  nChanged 1395
		SP:Iteration 4Q (9154.910000 sec): 3 clusters
  Score: Raw -3738913.008417 + Penalty 3369.735143 = -3735543.273274
  nChanged 1450
		SP:Iteration 5Q (9155.000000 sec): 3 clusters
  Score: Raw -3739552.992138 + Penalty 3369.735143 = -3736183.256996
  nChanged 1634
		SP:Iteration 6F (9155.080000 sec): 3 clusters
  Score: Raw -3740420.400778 + Penalty 3369.735143 = -3737050.665636
  nChanged 1759
		SP:Iteration 7F (9155.170000 sec): 3 clusters
  Score: Raw -3741442.231782 + Penalty 3369.735143 = -3738072.496639
  nChanged 1835
		SP:Iteration 8F (9155.250000 sec): 3 clusters
  Score: Raw -3742570.364672 + Penalty 3369.735143 = -3739200.629529
  nChanged 1707
		SP:Iteration 9F (9155.330000 sec): 3 clusters
  Score: Raw -3743595.542904 + Penalty 3369.735143 = -3740225.807761
  nChanged 1419
		SP:Iteration 10Q (9155.420000 sec): 3 clusters
  Score: Raw -3744365.182462 + Penalty 3369.735143 = -3740995.447319
  nChanged 1119
		SP:Iteration 11Q (9155.500000 sec): 3 clusters
  Score: Raw -3744881.788005 + Penalty 3369.735143 = -3741512.052862
  nChanged 831
		SP:Iteration 12Q (9155.580000 sec): 3 clusters
  Score: Raw -3745192.110663 + Penalty 3369.735143 = -3741822.375521
  nChanged 653
		SP:Iteration 13Q (9155.670000 sec): 3 clusters
  Score: Raw -3745405.332651 + Penalty 3369.735143 = -3742035.597509
  nChanged 540
		SP:Iteration 14Q (9155.750000 sec): 3 clusters
  Score: Raw -3745591.575926 + Penalty 3369.735143 = -3742221.840783
  nChanged 558
		SP:Iteration 15Q (9155.830000 sec): 3 clusters
  Score: Raw -3745801.800616 + Penalty 3369.735143 = -3742432.065473
  nChanged 568
		SP:Iteration 16Q (9155.910000 sec): 3 clusters
  Score: Raw -3746023.056564 + Penalty 3369.735143 = -3742653.321421
  nChanged 553
		SP:Iteration 17Q (9155.980000 sec): 3 clusters
  Score: Raw -3746238.610577 + Penalty 3369.735143 = -3742868.875434
  nChanged 554
		SP:Iteration 18Q (9156.060000 sec): 3 clusters
  Score: Raw -3746447.181591 + Penalty 3369.735143 = -3743077.446448
  nChanged 541
		SP:Iteration 19Q (9156.140000 sec): 3 clusters
  Score: Raw -3746656.715457 + Penalty 3369.735143 = -3743286.980314
  nChanged 558
		SP:Iteration 20F (9156.220000 sec): 3 clusters
  Score: Raw -3746891.074543 + Penalty 3369.735143 = -3743521.339400
  nChanged 530
		SP:Iteration 21Q (9156.290000 sec): 3 clusters
  Score: Raw -3747134.985942 + Penalty 3369.735143 = -3743765.250799
  nChanged 504
		SP:Iteration 22Q (9156.370000 sec): 3 clusters
  Score: Raw -3747365.328531 + Penalty 3369.735143 = -3743995.593388
  nChanged 474
		SP:Iteration 23Q (9156.440000 sec): 3 clusters
  Score: Raw -3747573.794337 + Penalty 3369.735143 = -3744204.059194
  nChanged 408
		SP:Iteration 24Q (9156.510000 sec): 3 clusters
  Score: Raw -3747751.652810 + Penalty 3369.735143 = -3744381.917668
  nChanged 389
		SP:Iteration 25Q (9156.580000 sec): 3 clusters
  Score: Raw -3747929.461021 + Penalty 3369.735143 = -3744559.725878
  nChanged 353
		SP:Iteration 26Q (9156.650000 sec): 3 clusters
  Score: Raw -3748096.588524 + Penalty 3369.735143 = -3744726.853381
  nChanged 329
		SP:Iteration 27Q (9156.720000 sec): 3 clusters
  Score: Raw -3748249.337415 + Penalty 3369.735143 = -3744879.602273
  nChanged 283
		SP:Iteration 28Q (9156.790000 sec): 3 clusters
  Score: Raw -3748380.776383 + Penalty 3369.735143 = -3745011.041240
  nChanged 248
		SP:Iteration 29Q (9156.860000 sec): 3 clusters
  Score: Raw -3748510.165159 + Penalty 3369.735143 = -3745140.430016
  nChanged 234
		SP:Iteration 30Q (9156.920000 sec): 3 clusters
  Score: Raw -3748644.955233 + Penalty 3369.735143 = -3745275.220090
  nChanged 216
		SP:Iteration 31Q (9156.990000 sec): 3 clusters
  Score: Raw -3748772.268141 + Penalty 3369.735143 = -3745402.532998
  nChanged 193
		SP:Iteration 32Q (9157.050000 sec): 3 clusters
  Score: Raw -3748878.300616 + Penalty 3369.735143 = -3745508.565473
  nChanged 167
		SP:Iteration 33Q (9157.110000 sec): 3 clusters
  Score: Raw -3748970.733009 + Penalty 3369.735143 = -3745600.997867
  nChanged 144
		SP:Iteration 34Q (9157.180000 sec): 3 clusters
  Score: Raw -3749040.092247 + Penalty 3369.735143 = -3745670.357104
  nChanged 101
		SP:Iteration 35Q (9157.240000 sec): 3 clusters
  Score: Raw -3749095.272924 + Penalty 3369.735143 = -3745725.537781
  nChanged 82
		SP:Iteration 36Q (9157.310000 sec): 3 clusters
  Score: Raw -3749132.634876 + Penalty 3369.735143 = -3745762.899733
  nChanged 69
		SP:Iteration 37Q (9157.370000 sec): 3 clusters
  Score: Raw -3749164.089225 + Penalty 3369.735143 = -3745794.354083
  nChanged 58
		SP:Iteration 38Q (9157.430000 sec): 3 clusters
  Score: Raw -3749192.298498 + Penalty 3369.735143 = -3745822.563355
  nChanged 43
		SP:Iteration 39Q (9157.490000 sec): 3 clusters
  Score: Raw -3749210.739839 + Penalty 3369.735143 = -3745841.004697
  nChanged 34
		SP:Iteration 40F (9157.570000 sec): 3 clusters
  Score: Raw -3749225.613060 + Penalty 3369.735143 = -3745855.877917
  nChanged 31
		SP:Iteration 41Q (9157.630000 sec): 3 clusters
  Score: Raw -3749239.978255 + Penalty 3369.735143 = -3745870.243112
  nChanged 23
		SP:Iteration 42Q (9157.690000 sec): 3 clusters
  Score: Raw -3749246.814816 + Penalty 3369.735143 = -3745877.079673
  nChanged 14
		SP:Iteration 43Q (9157.750000 sec): 3 clusters
  Score: Raw -3749250.949738 + Penalty 3369.735143 = -3745881.214596
  nChanged 14
		SP:Iteration 44Q (9157.810000 sec): 3 clusters
  Score: Raw -3749257.075305 + Penalty 3369.735143 = -3745887.340162
  nChanged 20
		SP:Iteration 45Q (9157.870000 sec): 3 clusters
  Score: Raw -3749267.094053 + Penalty 3369.735143 = -3745897.358910
  nChanged 24
		SP:Iteration 46Q (9157.930000 sec): 3 clusters
  Score: Raw -3749276.185575 + Penalty 3369.735143 = -3745906.450433
  nChanged 12
		SP:Iteration 47Q (9157.990000 sec): 3 clusters
  Score: Raw -3749279.973927 + Penalty 3369.735143 = -3745910.238785
  nChanged 12
		SP:Iteration 48Q (9158.050000 sec): 3 clusters
  Score: Raw -3749285.556758 + Penalty 3369.735143 = -3745915.821615
  nChanged 16
		SP:Iteration 49Q (9158.110000 sec): 3 clusters
  Score: Raw -3749293.092563 + Penalty 3369.735143 = -3745923.357420
  nChanged 18
		SP:Iteration 50Q (9158.170000 sec): 3 clusters
  Score: Raw -3749301.446996 + Penalty 3369.735143 = -3745931.711853
  nChanged 10
		SP:Iteration 51Q (9158.230000 sec): 3 clusters
  Score: Raw -3749305.375245 + Penalty 3369.735143 = -3745935.640102
  nChanged 6
		SP:Iteration 52Q (9158.290000 sec): 3 clusters
  Score: Raw -3749308.421586 + Penalty 3369.735143 = -3745938.686443
  nChanged 6
		SP:Iteration 53Q (9158.350000 sec): 3 clusters
  Score: Raw -3749311.301207 + Penalty 3369.735143 = -3745941.566065
  nChanged 7
		SP:Iteration 54Q (9158.410000 sec): 3 clusters
  Score: Raw -3749313.767341 + Penalty 3369.735143 = -3745944.032198
  nChanged 5
		SP:Iteration 55Q (9158.470000 sec): 3 clusters
  Score: Raw -3749317.052898 + Penalty 3369.735143 = -3745947.317755
  nChanged 8
		SP:Iteration 56Q (9158.530000 sec): 3 clusters
  Score: Raw -3749321.437634 + Penalty 3369.735143 = -3745951.702492
  nChanged 8
		SP:Iteration 57Q (9158.590000 sec): 3 clusters
  Score: Raw -3749324.904178 + Penalty 3369.735143 = -3745955.169035
  nChanged 5
		SP:Iteration 58Q (9158.650000 sec): 3 clusters
  Score: Raw -3749326.969860 + Penalty 3369.735143 = -3745957.234718
  nChanged 3
		SP:Iteration 59Q (9158.710000 sec): 3 clusters
  Score: Raw -3749327.911553 + Penalty 3369.735143 = -3745958.176410
  nChanged 0
		SP:Iteration 60F (9158.790000 sec): 3 clusters
  Score: Raw -3749327.911553 + Penalty 3369.735143 = -3745958.176410
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 63 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9158.810000 sec): 2 clusters
  Score: Raw -28231.747821 + Penalty 905.475030 = -27326.272790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9158.810000 sec): 3 clusters
  Score: Raw -28354.187064 + Penalty 1810.950060 = -26543.237003
  nChanged 44
		SP:Iteration 1F (9158.810000 sec): 3 clusters
  Score: Raw -28481.243799 + Penalty 1810.950060 = -26670.293739
  nChanged 11
		SP:Iteration 2Q (9158.810000 sec): 3 clusters
  Score: Raw -28522.152262 + Penalty 1810.950060 = -26711.202202
  nChanged 3
		SP:Iteration 3Q (9158.810000 sec): 3 clusters
  Score: Raw -28532.928581 + Penalty 1810.950060 = -26721.978520
  nChanged 4
		SP:Iteration 4Q (9158.810000 sec): 3 clusters
  Score: Raw -28548.638494 + Penalty 1810.950060 = -26737.688434
  nChanged 1
		SP:Iteration 5Q (9158.810000 sec): 3 clusters
  Score: Raw -28550.126617 + Penalty 1810.950060 = -26739.176557
  nChanged 0
		SP:Iteration 6F (9158.810000 sec): 3 clusters
  Score: Raw -28550.126617 + Penalty 1810.950060 = -26739.176557
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 64 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9158.820000 sec): 2 clusters
  Score: Raw -287831.154092 + Penalty 1274.434115 = -286556.719977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9158.830000 sec): 3 clusters
  Score: Raw -286667.564776 + Penalty 2548.868229 = -284118.696547
  nChanged 932
		SP:Iteration 1F (9158.830000 sec): 3 clusters
  Score: Raw -287244.410653 + Penalty 2548.868229 = -284695.542424
  nChanged 195
		SP:Iteration 2F (9158.840000 sec): 3 clusters
  Score: Raw -287382.026346 + Penalty 2548.868229 = -284833.158116
  nChanged 132
		SP:Iteration 3F (9158.850000 sec): 3 clusters
  Score: Raw -287462.394919 + Penalty 2548.868229 = -284913.526690
  nChanged 95
		SP:Iteration 4Q (9158.850000 sec): 3 clusters
  Score: Raw -287517.565576 + Penalty 2548.868229 = -284968.697347
  nChanged 69
		SP:Iteration 5Q (9158.860000 sec): 3 clusters
  Score: Raw -287558.520454 + Penalty 2548.868229 = -285009.652225
  nChanged 60
		SP:Iteration 6Q (9158.870000 sec): 3 clusters
  Score: Raw -287598.632605 + Penalty 2548.868229 = -285049.764376
  nChanged 53
		SP:Iteration 7Q (9158.870000 sec): 3 clusters
  Score: Raw -287626.764429 + Penalty 2548.868229 = -285077.896199
  nChanged 34
		SP:Iteration 8Q (9158.880000 sec): 3 clusters
  Score: Raw -287642.891798 + Penalty 2548.868229 = -285094.023568
  nChanged 33
		SP:Iteration 9Q (9158.890000 sec): 3 clusters
  Score: Raw -287657.440365 + Penalty 2548.868229 = -285108.572136
  nChanged 26
		SP:Iteration 10Q (9158.890000 sec): 3 clusters
  Score: Raw -287668.148434 + Penalty 2548.868229 = -285119.280204
  nChanged 26
		SP:Iteration 11Q (9158.900000 sec): 3 clusters
  Score: Raw -287682.845780 + Penalty 2548.868229 = -285133.977550
  nChanged 28
		SP:Iteration 12Q (9158.900000 sec): 3 clusters
  Score: Raw -287697.403416 + Penalty 2548.868229 = -285148.535187
  nChanged 28
		SP:Iteration 13Q (9158.910000 sec): 3 clusters
  Score: Raw -287715.068153 + Penalty 2548.868229 = -285166.199924
  nChanged 28
		SP:Iteration 14Q (9158.910000 sec): 3 clusters
  Score: Raw -287730.709008 + Penalty 2548.868229 = -285181.840778
  nChanged 20
		SP:Iteration 15Q (9158.920000 sec): 3 clusters
  Score: Raw -287740.707696 + Penalty 2548.868229 = -285191.839467
  nChanged 17
		SP:Iteration 16Q (9158.930000 sec): 3 clusters
  Score: Raw -287752.394981 + Penalty 2548.868229 = -285203.526751
  nChanged 18
		SP:Iteration 17Q (9158.930000 sec): 3 clusters
  Score: Raw -287762.474059 + Penalty 2548.868229 = -285213.605830
  nChanged 28
		SP:Iteration 18Q (9158.940000 sec): 3 clusters
  Score: Raw -287777.572377 + Penalty 2548.868229 = -285228.704148
  nChanged 26
		SP:Iteration 19Q (9158.950000 sec): 3 clusters
  Score: Raw -287794.773999 + Penalty 2548.868229 = -285245.905770
  nChanged 24
		SP:Iteration 20F (9158.950000 sec): 3 clusters
  Score: Raw -287811.536954 + Penalty 2548.868229 = -285262.668725
  nChanged 35
		SP:Iteration 21Q (9158.960000 sec): 3 clusters
  Score: Raw -287835.753051 + Penalty 2548.868229 = -285286.884822
  nChanged 42
		SP:Iteration 22Q (9158.970000 sec): 3 clusters
  Score: Raw -287859.970454 + Penalty 2548.868229 = -285311.102225
  nChanged 43
		SP:Iteration 23Q (9158.970000 sec): 3 clusters
  Score: Raw -287892.299927 + Penalty 2548.868229 = -285343.431698
  nChanged 47
		SP:Iteration 24Q (9158.980000 sec): 3 clusters
  Score: Raw -287920.937644 + Penalty 2548.868229 = -285372.069415
  nChanged 42
		SP:Iteration 25Q (9158.980000 sec): 3 clusters
  Score: Raw -287949.081626 + Penalty 2548.868229 = -285400.213397
  nChanged 44
		SP:Iteration 26Q (9158.990000 sec): 3 clusters
  Score: Raw -287971.405476 + Penalty 2548.868229 = -285422.537247
  nChanged 46
		SP:Iteration 27Q (9158.990000 sec): 3 clusters
  Score: Raw -287997.227275 + Penalty 2548.868229 = -285448.359046
  nChanged 54
		SP:Iteration 28Q (9159.000000 sec): 3 clusters
  Score: Raw -288034.746822 + Penalty 2548.868229 = -285485.878592
  nChanged 56
		SP:Iteration 29Q (9159.010000 sec): 3 clusters
  Score: Raw -288083.719101 + Penalty 2548.868229 = -285534.850872
  nChanged 48
		SP:Iteration 30Q (9159.010000 sec): 3 clusters
  Score: Raw -288110.969955 + Penalty 2548.868229 = -285562.101726
  nChanged 40
		SP:Iteration 31Q (9159.020000 sec): 3 clusters
  Score: Raw -288135.514303 + Penalty 2548.868229 = -285586.646074
  nChanged 39
		SP:Iteration 32Q (9159.030000 sec): 3 clusters
  Score: Raw -288160.673675 + Penalty 2548.868229 = -285611.805445
  nChanged 28
		SP:Iteration 33Q (9159.030000 sec): 3 clusters
  Score: Raw -288175.953594 + Penalty 2548.868229 = -285627.085365
  nChanged 20
		SP:Iteration 34Q (9159.030000 sec): 3 clusters
  Score: Raw -288188.822642 + Penalty 2548.868229 = -285639.954413
  nChanged 26
		SP:Iteration 35Q (9159.040000 sec): 3 clusters
  Score: Raw -288203.212511 + Penalty 2548.868229 = -285654.344281
  nChanged 23
		SP:Iteration 36Q (9159.050000 sec): 3 clusters
  Score: Raw -288214.340995 + Penalty 2548.868229 = -285665.472766
  nChanged 20
		SP:Iteration 37Q (9159.050000 sec): 3 clusters
  Score: Raw -288226.462907 + Penalty 2548.868229 = -285677.594677
  nChanged 30
		SP:Iteration 38Q (9159.060000 sec): 3 clusters
  Score: Raw -288246.450612 + Penalty 2548.868229 = -285697.582383
  nChanged 27
		SP:Iteration 39Q (9159.070000 sec): 3 clusters
  Score: Raw -288261.867927 + Penalty 2548.868229 = -285712.999697
  nChanged 16
		SP:Iteration 40F (9159.070000 sec): 3 clusters
  Score: Raw -288269.984132 + Penalty 2548.868229 = -285721.115903
  nChanged 18
		SP:Iteration 41Q (9159.080000 sec): 3 clusters
  Score: Raw -288278.054769 + Penalty 2548.868229 = -285729.186540
  nChanged 13
		SP:Iteration 42Q (9159.080000 sec): 3 clusters
  Score: Raw -288286.416405 + Penalty 2548.868229 = -285737.548176
  nChanged 15
		SP:Iteration 43Q (9159.090000 sec): 3 clusters
  Score: Raw -288293.987989 + Penalty 2548.868229 = -285745.119759
  nChanged 11
		SP:Iteration 44Q (9159.090000 sec): 3 clusters
  Score: Raw -288299.660634 + Penalty 2548.868229 = -285750.792405
  nChanged 8
		SP:Iteration 45Q (9159.100000 sec): 3 clusters
  Score: Raw -288304.360041 + Penalty 2548.868229 = -285755.491812
  nChanged 12
		SP:Iteration 46Q (9159.110000 sec): 3 clusters
  Score: Raw -288310.101346 + Penalty 2548.868229 = -285761.233117
  nChanged 9
		SP:Iteration 47Q (9159.110000 sec): 3 clusters
  Score: Raw -288315.550368 + Penalty 2548.868229 = -285766.682139
  nChanged 10
		SP:Iteration 48Q (9159.120000 sec): 3 clusters
  Score: Raw -288320.520762 + Penalty 2548.868229 = -285771.652533
  nChanged 8
		SP:Iteration 49Q (9159.120000 sec): 3 clusters
  Score: Raw -288323.822572 + Penalty 2548.868229 = -285774.954343
  nChanged 6
		SP:Iteration 50Q (9159.130000 sec): 3 clusters
  Score: Raw -288325.929792 + Penalty 2548.868229 = -285777.061563
  nChanged 3
		SP:Iteration 51Q (9159.130000 sec): 3 clusters
  Score: Raw -288327.320712 + Penalty 2548.868229 = -285778.452483
  nChanged 2
		SP:Iteration 52Q (9159.140000 sec): 3 clusters
  Score: Raw -288328.525688 + Penalty 2548.868229 = -285779.657459
  nChanged 2
		SP:Iteration 53Q (9159.150000 sec): 3 clusters
  Score: Raw -288329.161514 + Penalty 2548.868229 = -285780.293285
  nChanged 2
		SP:Iteration 54Q (9159.150000 sec): 3 clusters
  Score: Raw -288330.090703 + Penalty 2548.868229 = -285781.222473
  nChanged 1
		SP:Iteration 55Q (9159.160000 sec): 3 clusters
  Score: Raw -288330.252074 + Penalty 2548.868229 = -285781.383845
  nChanged 0
		SP:Iteration 56F (9159.170000 sec): 3 clusters
  Score: Raw -288330.252074 + Penalty 2548.868229 = -285781.383845
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 65 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9159.170000 sec): 2 clusters
  Score: Raw -20746.235033 + Penalty 872.728680 = -19873.506354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9159.170000 sec): 3 clusters
  Score: Raw -20847.231061 + Penalty 1745.457359 = -19101.773702
  nChanged 28
		SP:Iteration 1F (9159.170000 sec): 3 clusters
  Score: Raw -20964.019646 + Penalty 1745.457359 = -19218.562287
  nChanged 15
		SP:Iteration 2F (9159.170000 sec): 3 clusters
  Score: Raw -21017.636256 + Penalty 1745.457359 = -19272.178897
  nChanged 6
		SP:Iteration 3Q (9159.170000 sec): 3 clusters
  Score: Raw -21035.440629 + Penalty 1745.457359 = -19289.983270
  nChanged 3
		SP:Iteration 4Q (9159.170000 sec): 3 clusters
  Score: Raw -21042.680459 + Penalty 1745.457359 = -19297.223100
  nChanged 1
		SP:Iteration 5Q (9159.170000 sec): 3 clusters
  Score: Raw -21045.519387 + Penalty 1745.457359 = -19300.062028
  nChanged 0
		SP:Iteration 6F (9159.170000 sec): 3 clusters
  Score: Raw -21045.519387 + Penalty 1745.457359 = -19300.062028
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 66 (15862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9159.230000 sec): 2 clusters
  Score: Raw -1727868.552071 + Penalty 1571.648258 = -1726296.903812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9159.270000 sec): 3 clusters
  Score: Raw -1718538.424465 + Penalty 3143.296517 = -1715395.127948
  nChanged 7107
		SP:Iteration 1F (9159.310000 sec): 3 clusters
  Score: Raw -1722544.333752 + Penalty 3143.296517 = -1719401.037235
  nChanged 989
		SP:Iteration 2F (9159.350000 sec): 3 clusters
  Score: Raw -1723022.111911 + Penalty 3143.296517 = -1719878.815394
  nChanged 918
		SP:Iteration 3F (9159.390000 sec): 3 clusters
  Score: Raw -1723465.633174 + Penalty 3143.296517 = -1720322.336657
  nChanged 870
		SP:Iteration 4F (9159.430000 sec): 3 clusters
  Score: Raw -1723916.936022 + Penalty 3143.296517 = -1720773.639505
  nChanged 825
		SP:Iteration 5F (9159.470000 sec): 3 clusters
  Score: Raw -1724334.244387 + Penalty 3143.296517 = -1721190.947870
  nChanged 764
		SP:Iteration 6Q (9159.520000 sec): 3 clusters
  Score: Raw -1724712.599148 + Penalty 3143.296517 = -1721569.302631
  nChanged 723
		SP:Iteration 7Q (9159.560000 sec): 3 clusters
  Score: Raw -1725076.535467 + Penalty 3143.296517 = -1721933.238950
  nChanged 625
		SP:Iteration 8Q (9159.600000 sec): 3 clusters
  Score: Raw -1725414.853440 + Penalty 3143.296517 = -1722271.556923
  nChanged 613
		SP:Iteration 9Q (9159.640000 sec): 3 clusters
  Score: Raw -1725713.565601 + Penalty 3143.296517 = -1722570.269084
  nChanged 519
		SP:Iteration 10Q (9159.680000 sec): 3 clusters
  Score: Raw -1725959.151852 + Penalty 3143.296517 = -1722815.855335
  nChanged 453
		SP:Iteration 11Q (9159.720000 sec): 3 clusters
  Score: Raw -1726132.592417 + Penalty 3143.296517 = -1722989.295900
  nChanged 343
		SP:Iteration 12Q (9159.760000 sec): 3 clusters
  Score: Raw -1726236.784329 + Penalty 3143.296517 = -1723093.487812
  nChanged 242
		SP:Iteration 13Q (9159.800000 sec): 3 clusters
  Score: Raw -1726306.893442 + Penalty 3143.296517 = -1723163.596926
  nChanged 212
		SP:Iteration 14Q (9159.840000 sec): 3 clusters
  Score: Raw -1726365.779303 + Penalty 3143.296517 = -1723222.482786
  nChanged 196
		SP:Iteration 15Q (9159.880000 sec): 3 clusters
  Score: Raw -1726408.417454 + Penalty 3143.296517 = -1723265.120937
  nChanged 148
		SP:Iteration 16Q (9159.910000 sec): 3 clusters
  Score: Raw -1726448.230882 + Penalty 3143.296517 = -1723304.934365
  nChanged 161
		SP:Iteration 17Q (9159.950000 sec): 3 clusters
  Score: Raw -1726485.679576 + Penalty 3143.296517 = -1723342.383059
  nChanged 106
		SP:Iteration 18Q (9159.990000 sec): 3 clusters
  Score: Raw -1726508.245458 + Penalty 3143.296517 = -1723364.948941
  nChanged 100
		SP:Iteration 19Q (9160.030000 sec): 3 clusters
  Score: Raw -1726526.356140 + Penalty 3143.296517 = -1723383.059623
  nChanged 94
		SP:Iteration 20F (9160.070000 sec): 3 clusters
  Score: Raw -1726544.698980 + Penalty 3143.296517 = -1723401.402463
  nChanged 85
		SP:Iteration 21Q (9160.110000 sec): 3 clusters
  Score: Raw -1726561.303786 + Penalty 3143.296517 = -1723418.007269
  nChanged 94
		SP:Iteration 22Q (9160.150000 sec): 3 clusters
  Score: Raw -1726579.302269 + Penalty 3143.296517 = -1723436.005752
  nChanged 85
		SP:Iteration 23Q (9160.190000 sec): 3 clusters
  Score: Raw -1726595.944691 + Penalty 3143.296517 = -1723452.648174
  nChanged 85
		SP:Iteration 24Q (9160.230000 sec): 3 clusters
  Score: Raw -1726611.792834 + Penalty 3143.296517 = -1723468.496317
  nChanged 91
		SP:Iteration 25Q (9160.260000 sec): 3 clusters
  Score: Raw -1726628.230692 + Penalty 3143.296517 = -1723484.934175
  nChanged 85
		SP:Iteration 26Q (9160.300000 sec): 3 clusters
  Score: Raw -1726641.708351 + Penalty 3143.296517 = -1723498.411834
  nChanged 81
		SP:Iteration 27Q (9160.340000 sec): 3 clusters
  Score: Raw -1726655.406022 + Penalty 3143.296517 = -1723512.109505
  nChanged 92
		SP:Iteration 28Q (9160.380000 sec): 3 clusters
  Score: Raw -1726673.470051 + Penalty 3143.296517 = -1723530.173535
  nChanged 96
		SP:Iteration 29Q (9160.410000 sec): 3 clusters
  Score: Raw -1726697.217817 + Penalty 3143.296517 = -1723553.921300
  nChanged 114
		SP:Iteration 30Q (9160.450000 sec): 3 clusters
  Score: Raw -1726726.890961 + Penalty 3143.296517 = -1723583.594444
  nChanged 119
		SP:Iteration 31Q (9160.490000 sec): 3 clusters
  Score: Raw -1726759.799636 + Penalty 3143.296517 = -1723616.503119
  nChanged 128
		SP:Iteration 32Q (9160.530000 sec): 3 clusters
  Score: Raw -1726788.981048 + Penalty 3143.296517 = -1723645.684531
  nChanged 112
		SP:Iteration 33Q (9160.570000 sec): 3 clusters
  Score: Raw -1726813.039131 + Penalty 3143.296517 = -1723669.742614
  nChanged 112
		SP:Iteration 34Q (9160.610000 sec): 3 clusters
  Score: Raw -1726836.364240 + Penalty 3143.296517 = -1723693.067723
  nChanged 107
		SP:Iteration 35Q (9160.640000 sec): 3 clusters
  Score: Raw -1726859.421391 + Penalty 3143.296517 = -1723716.124874
  nChanged 91
		SP:Iteration 36Q (9160.680000 sec): 3 clusters
  Score: Raw -1726881.315358 + Penalty 3143.296517 = -1723738.018841
  nChanged 101
		SP:Iteration 37Q (9160.720000 sec): 3 clusters
  Score: Raw -1726904.907649 + Penalty 3143.296517 = -1723761.611132
  nChanged 116
		SP:Iteration 38Q (9160.750000 sec): 3 clusters
  Score: Raw -1726934.220075 + Penalty 3143.296517 = -1723790.923558
  nChanged 98
		SP:Iteration 39Q (9160.790000 sec): 3 clusters
  Score: Raw -1726958.290799 + Penalty 3143.296517 = -1723814.994282
  nChanged 108
		SP:Iteration 40F (9160.840000 sec): 3 clusters
  Score: Raw -1726984.410374 + Penalty 3143.296517 = -1723841.113857
  nChanged 107
		SP:Iteration 41Q (9160.870000 sec): 3 clusters
  Score: Raw -1727009.113456 + Penalty 3143.296517 = -1723865.816939
  nChanged 108
		SP:Iteration 42Q (9160.910000 sec): 3 clusters
  Score: Raw -1727036.138828 + Penalty 3143.296517 = -1723892.842311
  nChanged 130
		SP:Iteration 43Q (9160.950000 sec): 3 clusters
  Score: Raw -1727070.872231 + Penalty 3143.296517 = -1723927.575714
  nChanged 130
		SP:Iteration 44Q (9160.980000 sec): 3 clusters
  Score: Raw -1727106.484985 + Penalty 3143.296517 = -1723963.188468
  nChanged 132
		SP:Iteration 45Q (9161.020000 sec): 3 clusters
  Score: Raw -1727152.079730 + Penalty 3143.296517 = -1724008.783213
  nChanged 152
		SP:Iteration 46Q (9161.060000 sec): 3 clusters
  Score: Raw -1727204.232706 + Penalty 3143.296517 = -1724060.936189
  nChanged 161
		SP:Iteration 47Q (9161.090000 sec): 3 clusters
  Score: Raw -1727261.679957 + Penalty 3143.296517 = -1724118.383440
  nChanged 163
		SP:Iteration 48Q (9161.130000 sec): 3 clusters
  Score: Raw -1727326.053684 + Penalty 3143.296517 = -1724182.757167
  nChanged 181
		SP:Iteration 49Q (9161.170000 sec): 3 clusters
  Score: Raw -1727407.879282 + Penalty 3143.296517 = -1724264.582765
  nChanged 194
		SP:Iteration 50Q (9161.200000 sec): 3 clusters
  Score: Raw -1727493.580532 + Penalty 3143.296517 = -1724350.284015
  nChanged 175
		SP:Iteration 51Q (9161.240000 sec): 3 clusters
  Score: Raw -1727581.244475 + Penalty 3143.296517 = -1724437.947958
  nChanged 203
		SP:Iteration 52Q (9161.280000 sec): 3 clusters
  Score: Raw -1727681.572719 + Penalty 3143.296517 = -1724538.276202
  nChanged 194
		SP:Iteration 53Q (9161.310000 sec): 3 clusters
  Score: Raw -1727759.935583 + Penalty 3143.296517 = -1724616.639066
  nChanged 161
		SP:Iteration 54Q (9161.350000 sec): 3 clusters
  Score: Raw -1727821.361572 + Penalty 3143.296517 = -1724678.065055
  nChanged 130
		SP:Iteration 55Q (9161.380000 sec): 3 clusters
  Score: Raw -1727871.299511 + Penalty 3143.296517 = -1724728.002994
  nChanged 122
		SP:Iteration 56Q (9161.420000 sec): 3 clusters
  Score: Raw -1727914.261852 + Penalty 3143.296517 = -1724770.965335
  nChanged 120
		SP:Iteration 57Q (9161.460000 sec): 3 clusters
  Score: Raw -1727949.106006 + Penalty 3143.296517 = -1724805.809489
  nChanged 111
		SP:Iteration 58Q (9161.490000 sec): 3 clusters
  Score: Raw -1727977.162690 + Penalty 3143.296517 = -1724833.866173
  nChanged 86
		SP:Iteration 59Q (9161.520000 sec): 3 clusters
  Score: Raw -1727995.844092 + Penalty 3143.296517 = -1724852.547575
  nChanged 65
		SP:Iteration 60F (9161.570000 sec): 3 clusters
  Score: Raw -1728011.219622 + Penalty 3143.296517 = -1724867.923105
  nChanged 57
		SP:Iteration 61Q (9161.600000 sec): 3 clusters
  Score: Raw -1728026.624113 + Penalty 3143.296517 = -1724883.327596
  nChanged 60
		SP:Iteration 62Q (9161.640000 sec): 3 clusters
  Score: Raw -1728043.111518 + Penalty 3143.296517 = -1724899.815001
  nChanged 63
		SP:Iteration 63Q (9161.670000 sec): 3 clusters
  Score: Raw -1728057.864575 + Penalty 3143.296517 = -1724914.568058
  nChanged 57
		SP:Iteration 64Q (9161.700000 sec): 3 clusters
  Score: Raw -1728070.879276 + Penalty 3143.296517 = -1724927.582759
  nChanged 53
		SP:Iteration 65Q (9161.740000 sec): 3 clusters
  Score: Raw -1728083.947419 + Penalty 3143.296517 = -1724940.650902
  nChanged 49
		SP:Iteration 66Q (9161.770000 sec): 3 clusters
  Score: Raw -1728094.803502 + Penalty 3143.296517 = -1724951.506985
  nChanged 39
		SP:Iteration 67Q (9161.800000 sec): 3 clusters
  Score: Raw -1728104.566594 + Penalty 3143.296517 = -1724961.270077
  nChanged 35
		SP:Iteration 68Q (9161.840000 sec): 3 clusters
  Score: Raw -1728113.124060 + Penalty 3143.296517 = -1724969.827543
  nChanged 40
		SP:Iteration 69Q (9161.870000 sec): 3 clusters
  Score: Raw -1728121.920873 + Penalty 3143.296517 = -1724978.624356
  nChanged 42
		SP:Iteration 70Q (9161.910000 sec): 3 clusters
  Score: Raw -1728132.901848 + Penalty 3143.296517 = -1724989.605331
  nChanged 34
		SP:Iteration 71Q (9161.940000 sec): 3 clusters
  Score: Raw -1728141.551206 + Penalty 3143.296517 = -1724998.254689
  nChanged 29
		SP:Iteration 72Q (9161.970000 sec): 3 clusters
  Score: Raw -1728147.947640 + Penalty 3143.296517 = -1725004.651123
  nChanged 30
		SP:Iteration 73Q (9162.010000 sec): 3 clusters
  Score: Raw -1728154.231495 + Penalty 3143.296517 = -1725010.934978
  nChanged 32
		SP:Iteration 74Q (9162.040000 sec): 3 clusters
  Score: Raw -1728161.435109 + Penalty 3143.296517 = -1725018.138592
  nChanged 22
		SP:Iteration 75Q (9162.080000 sec): 3 clusters
  Score: Raw -1728166.320838 + Penalty 3143.296517 = -1725023.024321
  nChanged 26
		SP:Iteration 76Q (9162.110000 sec): 3 clusters
  Score: Raw -1728171.880077 + Penalty 3143.296517 = -1725028.583560
  nChanged 19
		SP:Iteration 77Q (9162.140000 sec): 3 clusters
  Score: Raw -1728176.398948 + Penalty 3143.296517 = -1725033.102431
  nChanged 23
		SP:Iteration 78Q (9162.180000 sec): 3 clusters
  Score: Raw -1728181.370757 + Penalty 3143.296517 = -1725038.074240
  nChanged 25
		SP:Iteration 79Q (9162.210000 sec): 3 clusters
  Score: Raw -1728187.341047 + Penalty 3143.296517 = -1725044.044530
  nChanged 23
		SP:Iteration 80F (9162.250000 sec): 3 clusters
  Score: Raw -1728193.195050 + Penalty 3143.296517 = -1725049.898533
  nChanged 27
		SP:Iteration 81Q (9162.290000 sec): 3 clusters
  Score: Raw -1728199.294545 + Penalty 3143.296517 = -1725055.998028
  nChanged 22
		SP:Iteration 82Q (9162.320000 sec): 3 clusters
  Score: Raw -1728204.119222 + Penalty 3143.296517 = -1725060.822705
  nChanged 20
		SP:Iteration 83Q (9162.360000 sec): 3 clusters
  Score: Raw -1728208.381543 + Penalty 3143.296517 = -1725065.085026
  nChanged 20
		SP:Iteration 84Q (9162.390000 sec): 3 clusters
  Score: Raw -1728213.620742 + Penalty 3143.296517 = -1725070.324225
  nChanged 20
		SP:Iteration 85Q (9162.420000 sec): 3 clusters
  Score: Raw -1728218.436375 + Penalty 3143.296517 = -1725075.139858
  nChanged 20
		SP:Iteration 86Q (9162.460000 sec): 3 clusters
  Score: Raw -1728223.591503 + Penalty 3143.296517 = -1725080.294986
  nChanged 27
		SP:Iteration 87Q (9162.490000 sec): 3 clusters
  Score: Raw -1728232.927600 + Penalty 3143.296517 = -1725089.631083
  nChanged 37
		SP:Iteration 88Q (9162.520000 sec): 3 clusters
  Score: Raw -1728245.107329 + Penalty 3143.296517 = -1725101.810812
  nChanged 44
		SP:Iteration 89Q (9162.560000 sec): 3 clusters
  Score: Raw -1728258.356659 + Penalty 3143.296517 = -1725115.060142
  nChanged 34
		SP:Iteration 90Q (9162.590000 sec): 3 clusters
  Score: Raw -1728266.512196 + Penalty 3143.296517 = -1725123.215679
  nChanged 31
		SP:Iteration 91Q (9162.620000 sec): 3 clusters
  Score: Raw -1728274.716961 + Penalty 3143.296517 = -1725131.420444
  nChanged 22
		SP:Iteration 92Q (9162.660000 sec): 3 clusters
  Score: Raw -1728279.284103 + Penalty 3143.296517 = -1725135.987586
  nChanged 14
		SP:Iteration 93Q (9162.690000 sec): 3 clusters
  Score: Raw -1728282.367074 + Penalty 3143.296517 = -1725139.070557
  nChanged 13
		SP:Iteration 94Q (9162.730000 sec): 3 clusters
  Score: Raw -1728284.604795 + Penalty 3143.296517 = -1725141.308278
  nChanged 7
		SP:Iteration 95Q (9162.760000 sec): 3 clusters
  Score: Raw -1728285.508114 + Penalty 3143.296517 = -1725142.211597
  nChanged 5
		SP:Iteration 96Q (9162.790000 sec): 3 clusters
  Score: Raw -1728286.631719 + Penalty 3143.296517 = -1725143.335202
  nChanged 6
		SP:Iteration 97Q (9162.830000 sec): 3 clusters
  Score: Raw -1728288.955358 + Penalty 3143.296517 = -1725145.658841
  nChanged 14
		SP:Iteration 98Q (9162.860000 sec): 3 clusters
  Score: Raw -1728292.570861 + Penalty 3143.296517 = -1725149.274344
  nChanged 13
		SP:Iteration 99Q (9162.900000 sec): 3 clusters
  Score: Raw -1728295.619205 + Penalty 3143.296517 = -1725152.322688
  nChanged 15
		SP:Iteration 100F (9162.940000 sec): 3 clusters
  Score: Raw -1728299.867037 + Penalty 3143.296517 = -1725156.570520
  nChanged 15
		SP:Iteration 101Q (9162.970000 sec): 3 clusters
  Score: Raw -1728302.209835 + Penalty 3143.296517 = -1725158.913318
  nChanged 10
		SP:Iteration 102Q (9163.000000 sec): 3 clusters
  Score: Raw -1728304.615304 + Penalty 3143.296517 = -1725161.318787
  nChanged 12
		SP:Iteration 103Q (9163.040000 sec): 3 clusters
  Score: Raw -1728306.830778 + Penalty 3143.296517 = -1725163.534261
  nChanged 9
		SP:Iteration 104Q (9163.070000 sec): 3 clusters
  Score: Raw -1728308.550760 + Penalty 3143.296517 = -1725165.254243
  nChanged 9
		SP:Iteration 105Q (9163.100000 sec): 3 clusters
  Score: Raw -1728310.999827 + Penalty 3143.296517 = -1725167.703310
  nChanged 11
		SP:Iteration 106Q (9163.140000 sec): 3 clusters
  Score: Raw -1728313.734964 + Penalty 3143.296517 = -1725170.438447
  nChanged 9
		SP:Iteration 107Q (9163.170000 sec): 3 clusters
  Score: Raw -1728316.355311 + Penalty 3143.296517 = -1725173.058794
  nChanged 16
		SP:Iteration 108Q (9163.200000 sec): 3 clusters
  Score: Raw -1728319.486016 + Penalty 3143.296517 = -1725176.189499
  nChanged 13
		SP:Iteration 109Q (9163.230000 sec): 3 clusters
  Score: Raw -1728322.272186 + Penalty 3143.296517 = -1725178.975669
  nChanged 14
		SP:Iteration 110Q (9163.260000 sec): 3 clusters
  Score: Raw -1728325.627180 + Penalty 3143.296517 = -1725182.330663
  nChanged 12
		SP:Iteration 111Q (9163.300000 sec): 3 clusters
  Score: Raw -1728328.068703 + Penalty 3143.296517 = -1725184.772186
  nChanged 10
		SP:Iteration 112Q (9163.320000 sec): 3 clusters
  Score: Raw -1728331.008652 + Penalty 3143.296517 = -1725187.712135
  nChanged 9
		SP:Iteration 113Q (9163.360000 sec): 3 clusters
  Score: Raw -1728333.157039 + Penalty 3143.296517 = -1725189.860522
  nChanged 8
		SP:Iteration 114Q (9163.390000 sec): 3 clusters
  Score: Raw -1728334.993742 + Penalty 3143.296517 = -1725191.697225
  nChanged 11
		SP:Iteration 115Q (9163.420000 sec): 3 clusters
  Score: Raw -1728338.705055 + Penalty 3143.296517 = -1725195.408538
  nChanged 17
		SP:Iteration 116Q (9163.450000 sec): 3 clusters
  Score: Raw -1728342.485731 + Penalty 3143.296517 = -1725199.189214
  nChanged 18
		SP:Iteration 117Q (9163.480000 sec): 3 clusters
  Score: Raw -1728346.334590 + Penalty 3143.296517 = -1725203.038073
  nChanged 17
		SP:Iteration 118Q (9163.520000 sec): 3 clusters
  Score: Raw -1728350.432200 + Penalty 3143.296517 = -1725207.135683
  nChanged 18
		SP:Iteration 119Q (9163.540000 sec): 3 clusters
  Score: Raw -1728355.468644 + Penalty 3143.296517 = -1725212.172127
  nChanged 16
		SP:Iteration 120F (9163.580000 sec): 3 clusters
  Score: Raw -1728359.435602 + Penalty 3143.296517 = -1725216.139085
  nChanged 16
		SP:Iteration 121Q (9163.620000 sec): 3 clusters
  Score: Raw -1728362.719046 + Penalty 3143.296517 = -1725219.422529
  nChanged 10
		SP:Iteration 122Q (9163.650000 sec): 3 clusters
  Score: Raw -1728364.536019 + Penalty 3143.296517 = -1725221.239502
  nChanged 9
		SP:Iteration 123Q (9163.680000 sec): 3 clusters
  Score: Raw -1728366.277886 + Penalty 3143.296517 = -1725222.981369
  nChanged 9
		SP:Iteration 124Q (9163.710000 sec): 3 clusters
  Score: Raw -1728367.796803 + Penalty 3143.296517 = -1725224.500286
  nChanged 10
		SP:Iteration 125Q (9163.740000 sec): 3 clusters
  Score: Raw -1728370.483735 + Penalty 3143.296517 = -1725227.187218
  nChanged 15
		SP:Iteration 126Q (9163.770000 sec): 3 clusters
  Score: Raw -1728373.331728 + Penalty 3143.296517 = -1725230.035211
  nChanged 8
		SP:Iteration 127Q (9163.800000 sec): 3 clusters
  Score: Raw -1728375.309605 + Penalty 3143.296517 = -1725232.013088
  nChanged 8
		SP:Iteration 128Q (9163.840000 sec): 3 clusters
  Score: Raw -1728376.541324 + Penalty 3143.296517 = -1725233.244807
  nChanged 2
		SP:Iteration 129Q (9163.870000 sec): 3 clusters
  Score: Raw -1728376.804137 + Penalty 3143.296517 = -1725233.507620
  nChanged 1
		SP:Iteration 130Q (9163.900000 sec): 3 clusters
  Score: Raw -1728377.134204 + Penalty 3143.296517 = -1725233.837687
  nChanged 3
		SP:Iteration 131Q (9163.930000 sec): 3 clusters
  Score: Raw -1728377.859050 + Penalty 3143.296517 = -1725234.562533
  nChanged 3
		SP:Iteration 132Q (9163.960000 sec): 3 clusters
  Score: Raw -1728378.269477 + Penalty 3143.296517 = -1725234.972960
  nChanged 3
		SP:Iteration 133Q (9163.990000 sec): 3 clusters
  Score: Raw -1728378.877926 + Penalty 3143.296517 = -1725235.581409
  nChanged 1
		SP:Iteration 134Q (9164.020000 sec): 3 clusters
  Score: Raw -1728379.001699 + Penalty 3143.296517 = -1725235.705182
  nChanged 0
		SP:Iteration 135F (9164.060000 sec): 3 clusters
  Score: Raw -1728379.001699 + Penalty 3143.296517 = -1725235.705182
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 67 (5046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9164.080000 sec): 2 clusters
  Score: Raw -542702.131538 + Penalty 1385.532058 = -541316.599479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9164.100000 sec): 3 clusters
  Score: Raw -540058.737619 + Penalty 2771.064117 = -537287.673502
  nChanged 2076
		SP:Iteration 1F (9164.110000 sec): 3 clusters
  Score: Raw -541374.335499 + Penalty 2771.064117 = -538603.271382
  nChanged 446
		SP:Iteration 2F (9164.120000 sec): 3 clusters
  Score: Raw -541794.282285 + Penalty 2771.064117 = -539023.218168
  nChanged 374
		SP:Iteration 3F (9164.140000 sec): 3 clusters
  Score: Raw -542124.620141 + Penalty 2771.064117 = -539353.556024
  nChanged 319
		SP:Iteration 4F (9164.150000 sec): 3 clusters
  Score: Raw -542386.166218 + Penalty 2771.064117 = -539615.102101
  nChanged 267
		SP:Iteration 5F (9164.160000 sec): 3 clusters
  Score: Raw -542568.812974 + Penalty 2771.064117 = -539797.748857
  nChanged 204
		SP:Iteration 6Q (9164.170000 sec): 3 clusters
  Score: Raw -542692.114176 + Penalty 2771.064117 = -539921.050059
  nChanged 163
		SP:Iteration 7Q (9164.190000 sec): 3 clusters
  Score: Raw -542782.875026 + Penalty 2771.064117 = -540011.810909
  nChanged 129
		SP:Iteration 8Q (9164.200000 sec): 3 clusters
  Score: Raw -542847.145362 + Penalty 2771.064117 = -540076.081245
  nChanged 98
		SP:Iteration 9Q (9164.210000 sec): 3 clusters
  Score: Raw -542888.723921 + Penalty 2771.064117 = -540117.659804
  nChanged 79
		SP:Iteration 10Q (9164.230000 sec): 3 clusters
  Score: Raw -542922.901821 + Penalty 2771.064117 = -540151.837704
  nChanged 70
		SP:Iteration 11Q (9164.240000 sec): 3 clusters
  Score: Raw -542947.485437 + Penalty 2771.064117 = -540176.421320
  nChanged 51
		SP:Iteration 12Q (9164.250000 sec): 3 clusters
  Score: Raw -542965.081398 + Penalty 2771.064117 = -540194.017281
  nChanged 49
		SP:Iteration 13Q (9164.260000 sec): 3 clusters
  Score: Raw -542984.971898 + Penalty 2771.064117 = -540213.907781
  nChanged 48
		SP:Iteration 14Q (9164.270000 sec): 3 clusters
  Score: Raw -543001.316861 + Penalty 2771.064117 = -540230.252744
  nChanged 42
		SP:Iteration 15Q (9164.290000 sec): 3 clusters
  Score: Raw -543015.937427 + Penalty 2771.064117 = -540244.873310
  nChanged 29
		SP:Iteration 16Q (9164.300000 sec): 3 clusters
  Score: Raw -543023.544467 + Penalty 2771.064117 = -540252.480350
  nChanged 20
		SP:Iteration 17Q (9164.310000 sec): 3 clusters
  Score: Raw -543028.809571 + Penalty 2771.064117 = -540257.745454
  nChanged 19
		SP:Iteration 18Q (9164.320000 sec): 3 clusters
  Score: Raw -543033.232906 + Penalty 2771.064117 = -540262.168789
  nChanged 17
		SP:Iteration 19Q (9164.330000 sec): 3 clusters
  Score: Raw -543037.896978 + Penalty 2771.064117 = -540266.832861
  nChanged 14
		SP:Iteration 20F (9164.350000 sec): 3 clusters
  Score: Raw -543041.931563 + Penalty 2771.064117 = -540270.867446
  nChanged 11
		SP:Iteration 21Q (9164.360000 sec): 3 clusters
  Score: Raw -543044.459605 + Penalty 2771.064117 = -540273.395488
  nChanged 13
		SP:Iteration 22Q (9164.370000 sec): 3 clusters
  Score: Raw -543046.814921 + Penalty 2771.064117 = -540275.750804
  nChanged 6
		SP:Iteration 23Q (9164.380000 sec): 3 clusters
  Score: Raw -543047.753870 + Penalty 2771.064117 = -540276.689753
  nChanged 3
		SP:Iteration 24Q (9164.390000 sec): 3 clusters
  Score: Raw -543048.186034 + Penalty 2771.064117 = -540277.121917
  nChanged 2
		SP:Iteration 25Q (9164.410000 sec): 3 clusters
  Score: Raw -543048.471361 + Penalty 2771.064117 = -540277.407244
  nChanged 1
		SP:Iteration 26Q (9164.420000 sec): 3 clusters
  Score: Raw -543048.566431 + Penalty 2771.064117 = -540277.502314
  nChanged 1
		SP:Iteration 27Q (9164.430000 sec): 3 clusters
  Score: Raw -543048.753374 + Penalty 2771.064117 = -540277.689257
  nChanged 1
		SP:Iteration 28Q (9164.440000 sec): 3 clusters
  Score: Raw -543048.962371 + Penalty 2771.064117 = -540277.898254
  nChanged 3
		SP:Iteration 29Q (9164.450000 sec): 3 clusters
  Score: Raw -543049.561817 + Penalty 2771.064117 = -540278.497700
  nChanged 1
		SP:Iteration 30Q (9164.470000 sec): 3 clusters
  Score: Raw -543049.691876 + Penalty 2771.064117 = -540278.627759
  nChanged 1
		SP:Iteration 31Q (9164.480000 sec): 3 clusters
  Score: Raw -543050.000558 + Penalty 2771.064117 = -540278.936441
  nChanged 0
		SP:Iteration 32F (9164.490000 sec): 3 clusters
  Score: Raw -543050.000558 + Penalty 2771.064117 = -540278.936441
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 68 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9164.500000 sec): 2 clusters
  Score: Raw -124200.830297 + Penalty 1143.516987 = -123057.313310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9164.500000 sec): 3 clusters
  Score: Raw -123815.260550 + Penalty 2287.033975 = -121528.226576
  nChanged 336
		SP:Iteration 1F (9164.510000 sec): 3 clusters
  Score: Raw -124056.391460 + Penalty 2287.033975 = -121769.357485
  nChanged 79
		SP:Iteration 2F (9164.510000 sec): 3 clusters
  Score: Raw -124122.574938 + Penalty 2287.033975 = -121835.540963
  nChanged 45
		SP:Iteration 3Q (9164.510000 sec): 3 clusters
  Score: Raw -124164.940234 + Penalty 2287.033975 = -121877.906259
  nChanged 29
		SP:Iteration 4Q (9164.510000 sec): 3 clusters
  Score: Raw -124193.866281 + Penalty 2287.033975 = -121906.832306
  nChanged 27
		SP:Iteration 5Q (9164.520000 sec): 3 clusters
  Score: Raw -124214.268390 + Penalty 2287.033975 = -121927.234415
  nChanged 17
		SP:Iteration 6Q (9164.520000 sec): 3 clusters
  Score: Raw -124225.302680 + Penalty 2287.033975 = -121938.268706
  nChanged 13
		SP:Iteration 7Q (9164.520000 sec): 3 clusters
  Score: Raw -124236.922580 + Penalty 2287.033975 = -121949.888606
  nChanged 12
		SP:Iteration 8Q (9164.530000 sec): 3 clusters
  Score: Raw -124254.326081 + Penalty 2287.033975 = -121967.292107
  nChanged 7
		SP:Iteration 9Q (9164.530000 sec): 3 clusters
  Score: Raw -124258.524472 + Penalty 2287.033975 = -121971.490498
  nChanged 3
		SP:Iteration 10Q (9164.530000 sec): 3 clusters
  Score: Raw -124260.105362 + Penalty 2287.033975 = -121973.071387
  nChanged 2
		SP:Iteration 11Q (9164.530000 sec): 3 clusters
  Score: Raw -124261.712173 + Penalty 2287.033975 = -121974.678198
  nChanged 3
		SP:Iteration 12Q (9164.530000 sec): 3 clusters
  Score: Raw -124263.898612 + Penalty 2287.033975 = -121976.864638
  nChanged 1
		SP:Iteration 13Q (9164.540000 sec): 3 clusters
  Score: Raw -124264.267778 + Penalty 2287.033975 = -121977.233804
  nChanged 2
		SP:Iteration 14Q (9164.540000 sec): 3 clusters
  Score: Raw -124264.985327 + Penalty 2287.033975 = -121977.951352
  nChanged 0
		SP:Iteration 15F (9164.550000 sec): 3 clusters
  Score: Raw -124264.985327 + Penalty 2287.033975 = -121977.951352
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 69 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9164.550000 sec): 2 clusters
  Score: Raw -126028.445152 + Penalty 1158.119756 = -124870.325395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9164.550000 sec): 3 clusters
  Score: Raw -125586.800578 + Penalty 2316.239513 = -123270.561065
  nChanged 436
		SP:Iteration 1F (9164.560000 sec): 3 clusters
  Score: Raw -125925.918029 + Penalty 2316.239513 = -123609.678516
  nChanged 94
		SP:Iteration 2F (9164.560000 sec): 3 clusters
  Score: Raw -126042.441127 + Penalty 2316.239513 = -123726.201614
  nChanged 72
		SP:Iteration 3F (9164.560000 sec): 3 clusters
  Score: Raw -126129.040193 + Penalty 2316.239513 = -123812.800680
  nChanged 55
		SP:Iteration 4Q (9164.570000 sec): 3 clusters
  Score: Raw -126187.500361 + Penalty 2316.239513 = -123871.260848
  nChanged 47
		SP:Iteration 5Q (9164.570000 sec): 3 clusters
  Score: Raw -126238.332926 + Penalty 2316.239513 = -123922.093413
  nChanged 44
		SP:Iteration 6Q (9164.570000 sec): 3 clusters
  Score: Raw -126293.885411 + Penalty 2316.239513 = -123977.645899
  nChanged 34
		SP:Iteration 7Q (9164.570000 sec): 3 clusters
  Score: Raw -126333.806531 + Penalty 2316.239513 = -124017.567018
  nChanged 30
		SP:Iteration 8Q (9164.580000 sec): 3 clusters
  Score: Raw -126374.923781 + Penalty 2316.239513 = -124058.684268
  nChanged 26
		SP:Iteration 9Q (9164.580000 sec): 3 clusters
  Score: Raw -126406.075104 + Penalty 2316.239513 = -124089.835591
  nChanged 16
		SP:Iteration 10Q (9164.590000 sec): 3 clusters
  Score: Raw -126424.724938 + Penalty 2316.239513 = -124108.485425
  nChanged 17
		SP:Iteration 11Q (9164.590000 sec): 3 clusters
  Score: Raw -126452.542666 + Penalty 2316.239513 = -124136.303153
  nChanged 24
		SP:Iteration 12Q (9164.590000 sec): 3 clusters
  Score: Raw -126480.690992 + Penalty 2316.239513 = -124164.451479
  nChanged 18
		SP:Iteration 13Q (9164.590000 sec): 3 clusters
  Score: Raw -126502.508358 + Penalty 2316.239513 = -124186.268846
  nChanged 17
		SP:Iteration 14Q (9164.600000 sec): 3 clusters
  Score: Raw -126525.682127 + Penalty 2316.239513 = -124209.442614
  nChanged 12
		SP:Iteration 15Q (9164.600000 sec): 3 clusters
  Score: Raw -126536.819113 + Penalty 2316.239513 = -124220.579600
  nChanged 7
		SP:Iteration 16Q (9164.600000 sec): 3 clusters
  Score: Raw -126544.076350 + Penalty 2316.239513 = -124227.836837
  nChanged 7
		SP:Iteration 17Q (9164.610000 sec): 3 clusters
  Score: Raw -126549.485070 + Penalty 2316.239513 = -124233.245557
  nChanged 5
		SP:Iteration 18Q (9164.610000 sec): 3 clusters
  Score: Raw -126553.880363 + Penalty 2316.239513 = -124237.640850
  nChanged 5
		SP:Iteration 19Q (9164.610000 sec): 3 clusters
  Score: Raw -126557.682353 + Penalty 2316.239513 = -124241.442840
  nChanged 3
		SP:Iteration 20F (9164.610000 sec): 3 clusters
  Score: Raw -126559.236316 + Penalty 2316.239513 = -124242.996803
  nChanged 4
		SP:Iteration 21Q (9164.620000 sec): 3 clusters
  Score: Raw -126562.887000 + Penalty 2316.239513 = -124246.647487
  nChanged 3
		SP:Iteration 22Q (9164.620000 sec): 3 clusters
  Score: Raw -126566.880692 + Penalty 2316.239513 = -124250.641179
  nChanged 3
		SP:Iteration 23Q (9164.620000 sec): 3 clusters
  Score: Raw -126569.662661 + Penalty 2316.239513 = -124253.423148
  nChanged 1
		SP:Iteration 24Q (9164.630000 sec): 3 clusters
  Score: Raw -126570.097987 + Penalty 2316.239513 = -124253.858475
  nChanged 1
		SP:Iteration 25Q (9164.630000 sec): 3 clusters
  Score: Raw -126570.675845 + Penalty 2316.239513 = -124254.436333
  nChanged 0
		SP:Iteration 26F (9164.630000 sec): 3 clusters
  Score: Raw -126570.675845 + Penalty 2316.239513 = -124254.436333
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 70 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9164.640000 sec): 2 clusters
  Score: Raw -66443.586717 + Penalty 1033.430754 = -65410.155963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9164.640000 sec): 3 clusters
  Score: Raw -66361.475488 + Penalty 2066.861507 = -64294.613981
  nChanged 147
		SP:Iteration 1F (9164.640000 sec): 3 clusters
  Score: Raw -66549.830046 + Penalty 2066.861507 = -64482.968539
  nChanged 38
		SP:Iteration 2F (9164.640000 sec): 3 clusters
  Score: Raw -66615.079570 + Penalty 2066.861507 = -64548.218062
  nChanged 22
		SP:Iteration 3Q (9164.640000 sec): 3 clusters
  Score: Raw -66654.247674 + Penalty 2066.861507 = -64587.386167
  nChanged 16
		SP:Iteration 4Q (9164.650000 sec): 3 clusters
  Score: Raw -66674.429327 + Penalty 2066.861507 = -64607.567819
  nChanged 14
		SP:Iteration 5Q (9164.650000 sec): 3 clusters
  Score: Raw -66692.567662 + Penalty 2066.861507 = -64625.706155
  nChanged 9
		SP:Iteration 6Q (9164.650000 sec): 3 clusters
  Score: Raw -66705.276035 + Penalty 2066.861507 = -64638.414528
  nChanged 6
		SP:Iteration 7Q (9164.650000 sec): 3 clusters
  Score: Raw -66716.142310 + Penalty 2066.861507 = -64649.280803
  nChanged 4
		SP:Iteration 8Q (9164.650000 sec): 3 clusters
  Score: Raw -66720.720747 + Penalty 2066.861507 = -64653.859239
  nChanged 2
		SP:Iteration 9Q (9164.650000 sec): 3 clusters
  Score: Raw -66724.255092 + Penalty 2066.861507 = -64657.393585
  nChanged 4
		SP:Iteration 10Q (9164.650000 sec): 3 clusters
  Score: Raw -66729.533466 + Penalty 2066.861507 = -64662.671958
  nChanged 2
		SP:Iteration 11Q (9164.650000 sec): 3 clusters
  Score: Raw -66730.638621 + Penalty 2066.861507 = -64663.777113
  nChanged 1
		SP:Iteration 12Q (9164.650000 sec): 3 clusters
  Score: Raw -66731.219074 + Penalty 2066.861507 = -64664.357567
  nChanged 0
		SP:Iteration 13F (9164.660000 sec): 3 clusters
  Score: Raw -66731.219074 + Penalty 2066.861507 = -64664.357567
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 71 (3146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9164.670000 sec): 2 clusters
  Score: Raw -343992.538301 + Penalty 1308.756651 = -342683.781650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9164.680000 sec): 3 clusters
  Score: Raw -342519.368514 + Penalty 2617.513302 = -339901.855212
  nChanged 1149
		SP:Iteration 1F (9164.690000 sec): 3 clusters
  Score: Raw -343190.503947 + Penalty 2617.513302 = -340572.990645
  nChanged 225
		SP:Iteration 2F (9164.690000 sec): 3 clusters
  Score: Raw -343314.218060 + Penalty 2617.513302 = -340696.704758
  nChanged 152
		SP:Iteration 3Q (9164.700000 sec): 3 clusters
  Score: Raw -343390.609421 + Penalty 2617.513302 = -340773.096119
  nChanged 97
		SP:Iteration 4Q (9164.710000 sec): 3 clusters
  Score: Raw -343434.306625 + Penalty 2617.513302 = -340816.793323
  nChanged 70
		SP:Iteration 5Q (9164.720000 sec): 3 clusters
  Score: Raw -343467.654344 + Penalty 2617.513302 = -340850.141042
  nChanged 63
		SP:Iteration 6Q (9164.730000 sec): 3 clusters
  Score: Raw -343494.052644 + Penalty 2617.513302 = -340876.539342
  nChanged 58
		SP:Iteration 7Q (9164.730000 sec): 3 clusters
  Score: Raw -343515.928357 + Penalty 2617.513302 = -340898.415054
  nChanged 48
		SP:Iteration 8Q (9164.740000 sec): 3 clusters
  Score: Raw -343534.940442 + Penalty 2617.513302 = -340917.427139
  nChanged 43
		SP:Iteration 9Q (9164.750000 sec): 3 clusters
  Score: Raw -343551.298329 + Penalty 2617.513302 = -340933.785027
  nChanged 41
		SP:Iteration 10Q (9164.760000 sec): 3 clusters
  Score: Raw -343568.020639 + Penalty 2617.513302 = -340950.507336
  nChanged 32
		SP:Iteration 11Q (9164.760000 sec): 3 clusters
  Score: Raw -343583.721536 + Penalty 2617.513302 = -340966.208234
  nChanged 33
		SP:Iteration 12Q (9164.770000 sec): 3 clusters
  Score: Raw -343596.175739 + Penalty 2617.513302 = -340978.662437
  nChanged 31
		SP:Iteration 13Q (9164.780000 sec): 3 clusters
  Score: Raw -343609.839280 + Penalty 2617.513302 = -340992.325978
  nChanged 36
		SP:Iteration 14Q (9164.790000 sec): 3 clusters
  Score: Raw -343627.360667 + Penalty 2617.513302 = -341009.847365
  nChanged 39
		SP:Iteration 15Q (9164.790000 sec): 3 clusters
  Score: Raw -343648.701689 + Penalty 2617.513302 = -341031.188386
  nChanged 38
		SP:Iteration 16Q (9164.800000 sec): 3 clusters
  Score: Raw -343666.610425 + Penalty 2617.513302 = -341049.097123
  nChanged 29
		SP:Iteration 17Q (9164.810000 sec): 3 clusters
  Score: Raw -343683.448141 + Penalty 2617.513302 = -341065.934839
  nChanged 37
		SP:Iteration 18Q (9164.820000 sec): 3 clusters
  Score: Raw -343702.605506 + Penalty 2617.513302 = -341085.092204
  nChanged 42
		SP:Iteration 19Q (9164.830000 sec): 3 clusters
  Score: Raw -343726.023266 + Penalty 2617.513302 = -341108.509964
  nChanged 46
		SP:Iteration 20F (9164.830000 sec): 3 clusters
  Score: Raw -343747.386432 + Penalty 2617.513302 = -341129.873129
  nChanged 44
		SP:Iteration 21Q (9164.840000 sec): 3 clusters
  Score: Raw -343768.476761 + Penalty 2617.513302 = -341150.963459
  nChanged 53
		SP:Iteration 22Q (9164.850000 sec): 3 clusters
  Score: Raw -343793.868913 + Penalty 2617.513302 = -341176.355611
  nChanged 50
		SP:Iteration 23Q (9164.860000 sec): 3 clusters
  Score: Raw -343823.534997 + Penalty 2617.513302 = -341206.021695
  nChanged 52
		SP:Iteration 24Q (9164.860000 sec): 3 clusters
  Score: Raw -343854.123426 + Penalty 2617.513302 = -341236.610124
  nChanged 49
		SP:Iteration 25Q (9164.870000 sec): 3 clusters
  Score: Raw -343886.069653 + Penalty 2617.513302 = -341268.556350
  nChanged 39
		SP:Iteration 26Q (9164.880000 sec): 3 clusters
  Score: Raw -343918.820454 + Penalty 2617.513302 = -341301.307151
  nChanged 47
		SP:Iteration 27Q (9164.890000 sec): 3 clusters
  Score: Raw -343958.420268 + Penalty 2617.513302 = -341340.906966
  nChanged 41
		SP:Iteration 28Q (9164.890000 sec): 3 clusters
  Score: Raw -343986.759668 + Penalty 2617.513302 = -341369.246365
  nChanged 30
		SP:Iteration 29Q (9164.900000 sec): 3 clusters
  Score: Raw -344006.989321 + Penalty 2617.513302 = -341389.476019
  nChanged 29
		SP:Iteration 30Q (9164.910000 sec): 3 clusters
  Score: Raw -344021.812037 + Penalty 2617.513302 = -341404.298735
  nChanged 22
		SP:Iteration 31Q (9164.910000 sec): 3 clusters
  Score: Raw -344037.563299 + Penalty 2617.513302 = -341420.049997
  nChanged 17
		SP:Iteration 32Q (9164.920000 sec): 3 clusters
  Score: Raw -344051.564718 + Penalty 2617.513302 = -341434.051416
  nChanged 12
		SP:Iteration 33Q (9164.930000 sec): 3 clusters
  Score: Raw -344063.378898 + Penalty 2617.513302 = -341445.865596
  nChanged 14
		SP:Iteration 34Q (9164.930000 sec): 3 clusters
  Score: Raw -344075.314475 + Penalty 2617.513302 = -341457.801172
  nChanged 16
		SP:Iteration 35Q (9164.940000 sec): 3 clusters
  Score: Raw -344092.501191 + Penalty 2617.513302 = -341474.987889
  nChanged 10
		SP:Iteration 36Q (9164.950000 sec): 3 clusters
  Score: Raw -344100.547942 + Penalty 2617.513302 = -341483.034640
  nChanged 7
		SP:Iteration 37Q (9164.950000 sec): 3 clusters
  Score: Raw -344109.849784 + Penalty 2617.513302 = -341492.336482
  nChanged 11
		SP:Iteration 38Q (9164.960000 sec): 3 clusters
  Score: Raw -344120.817748 + Penalty 2617.513302 = -341503.304446
  nChanged 12
		SP:Iteration 39Q (9164.970000 sec): 3 clusters
  Score: Raw -344131.990923 + Penalty 2617.513302 = -341514.477621
  nChanged 7
		SP:Iteration 40F (9164.980000 sec): 3 clusters
  Score: Raw -344138.768220 + Penalty 2617.513302 = -341521.254917
  nChanged 6
		SP:Iteration 41Q (9164.980000 sec): 3 clusters
  Score: Raw -344143.060855 + Penalty 2617.513302 = -341525.547553
  nChanged 5
		SP:Iteration 42Q (9164.990000 sec): 3 clusters
  Score: Raw -344146.215870 + Penalty 2617.513302 = -341528.702568
  nChanged 5
		SP:Iteration 43Q (9165.000000 sec): 3 clusters
  Score: Raw -344150.110220 + Penalty 2617.513302 = -341532.596918
  nChanged 4
		SP:Iteration 44Q (9165.000000 sec): 3 clusters
  Score: Raw -344152.432001 + Penalty 2617.513302 = -341534.918699
  nChanged 3
		SP:Iteration 45Q (9165.010000 sec): 3 clusters
  Score: Raw -344153.787637 + Penalty 2617.513302 = -341536.274334
  nChanged 2
		SP:Iteration 46Q (9165.010000 sec): 3 clusters
  Score: Raw -344155.131235 + Penalty 2617.513302 = -341537.617933
  nChanged 2
		SP:Iteration 47Q (9165.020000 sec): 3 clusters
  Score: Raw -344156.308830 + Penalty 2617.513302 = -341538.795528
  nChanged 3
		SP:Iteration 48Q (9165.030000 sec): 3 clusters
  Score: Raw -344157.287353 + Penalty 2617.513302 = -341539.774050
  nChanged 1
		SP:Iteration 49Q (9165.030000 sec): 3 clusters
  Score: Raw -344157.485632 + Penalty 2617.513302 = -341539.972330
  nChanged 1
		SP:Iteration 50Q (9165.040000 sec): 3 clusters
  Score: Raw -344157.973680 + Penalty 2617.513302 = -341540.460378
  nChanged 1
		SP:Iteration 51Q (9165.050000 sec): 3 clusters
  Score: Raw -344159.878100 + Penalty 2617.513302 = -341542.364798
  nChanged 7
		SP:Iteration 52Q (9165.050000 sec): 3 clusters
  Score: Raw -344166.510137 + Penalty 2617.513302 = -341548.996834
  nChanged 6
		SP:Iteration 53Q (9165.060000 sec): 3 clusters
  Score: Raw -344169.892862 + Penalty 2617.513302 = -341552.379560
  nChanged 2
		SP:Iteration 54Q (9165.070000 sec): 3 clusters
  Score: Raw -344171.628811 + Penalty 2617.513302 = -341554.115508
  nChanged 2
		SP:Iteration 55Q (9165.070000 sec): 3 clusters
  Score: Raw -344172.773658 + Penalty 2617.513302 = -341555.260355
  nChanged 1
		SP:Iteration 56Q (9165.080000 sec): 3 clusters
  Score: Raw -344173.130732 + Penalty 2617.513302 = -341555.617430
  nChanged 1
		SP:Iteration 57Q (9165.090000 sec): 3 clusters
  Score: Raw -344173.400452 + Penalty 2617.513302 = -341555.887150
  nChanged 1
		SP:Iteration 58Q (9165.090000 sec): 3 clusters
  Score: Raw -344173.561553 + Penalty 2617.513302 = -341556.048250
  nChanged 1
		SP:Iteration 59Q (9165.100000 sec): 3 clusters
  Score: Raw -344173.910465 + Penalty 2617.513302 = -341556.397163
  nChanged 1
		SP:Iteration 60F (9165.110000 sec): 3 clusters
  Score: Raw -344174.317281 + Penalty 2617.513302 = -341556.803979
  nChanged 1
		SP:Iteration 61Q (9165.110000 sec): 3 clusters
  Score: Raw -344174.720132 + Penalty 2617.513302 = -341557.206830
  nChanged 0
		SP:Iteration 62F (9165.120000 sec): 3 clusters
  Score: Raw -344174.720132 + Penalty 2617.513302 = -341557.206830
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 72 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.130000 sec): 2 clusters
  Score: Raw -27202.075210 + Penalty 897.886103 = -26304.189107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.130000 sec): 3 clusters
  Score: Raw -27283.618562 + Penalty 1795.772205 = -25487.846357
  nChanged 31
		SP:Iteration 1F (9165.130000 sec): 3 clusters
  Score: Raw -27350.941095 + Penalty 1795.772205 = -25555.168890
  nChanged 8
		SP:Iteration 2Q (9165.130000 sec): 3 clusters
  Score: Raw -27370.534518 + Penalty 1795.772205 = -25574.762313
  nChanged 2
		SP:Iteration 3Q (9165.130000 sec): 3 clusters
  Score: Raw -27374.851346 + Penalty 1795.772205 = -25579.079141
  nChanged 1
		SP:Iteration 4Q (9165.130000 sec): 3 clusters
  Score: Raw -27376.009945 + Penalty 1795.772205 = -25580.237740
  nChanged 0
		SP:Iteration 5F (9165.130000 sec): 3 clusters
  Score: Raw -27376.009945 + Penalty 1795.772205 = -25580.237740
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 73 (2131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.140000 sec): 2 clusters
  Score: Raw -222577.234906 + Penalty 1245.456328 = -221331.778578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.150000 sec): 3 clusters
  Score: Raw -221676.893582 + Penalty 2490.912655 = -219185.980927
  nChanged 742
		SP:Iteration 1F (9165.150000 sec): 3 clusters
  Score: Raw -222206.926078 + Penalty 2490.912655 = -219716.013423
  nChanged 183
		SP:Iteration 2F (9165.160000 sec): 3 clusters
  Score: Raw -222362.870148 + Penalty 2490.912655 = -219871.957492
  nChanged 117
		SP:Iteration 3F (9165.160000 sec): 3 clusters
  Score: Raw -222467.420574 + Penalty 2490.912655 = -219976.507919
  nChanged 93
		SP:Iteration 4Q (9165.170000 sec): 3 clusters
  Score: Raw -222556.645761 + Penalty 2490.912655 = -220065.733105
  nChanged 84
		SP:Iteration 5Q (9165.170000 sec): 3 clusters
  Score: Raw -222646.973529 + Penalty 2490.912655 = -220156.060874
  nChanged 79
		SP:Iteration 6Q (9165.180000 sec): 3 clusters
  Score: Raw -222729.119300 + Penalty 2490.912655 = -220238.206644
  nChanged 52
		SP:Iteration 7Q (9165.180000 sec): 3 clusters
  Score: Raw -222784.793739 + Penalty 2490.912655 = -220293.881084
  nChanged 49
		SP:Iteration 8Q (9165.190000 sec): 3 clusters
  Score: Raw -222828.857588 + Penalty 2490.912655 = -220337.944932
  nChanged 46
		SP:Iteration 9Q (9165.190000 sec): 3 clusters
  Score: Raw -222862.789708 + Penalty 2490.912655 = -220371.877052
  nChanged 33
		SP:Iteration 10Q (9165.200000 sec): 3 clusters
  Score: Raw -222893.366009 + Penalty 2490.912655 = -220402.453354
  nChanged 33
		SP:Iteration 11Q (9165.200000 sec): 3 clusters
  Score: Raw -222922.128967 + Penalty 2490.912655 = -220431.216311
  nChanged 40
		SP:Iteration 12Q (9165.210000 sec): 3 clusters
  Score: Raw -222947.176013 + Penalty 2490.912655 = -220456.263357
  nChanged 33
		SP:Iteration 13Q (9165.210000 sec): 3 clusters
  Score: Raw -222972.987129 + Penalty 2490.912655 = -220482.074474
  nChanged 34
		SP:Iteration 14Q (9165.220000 sec): 3 clusters
  Score: Raw -223001.582036 + Penalty 2490.912655 = -220510.669380
  nChanged 43
		SP:Iteration 15Q (9165.220000 sec): 3 clusters
  Score: Raw -223032.675461 + Penalty 2490.912655 = -220541.762805
  nChanged 50
		SP:Iteration 16Q (9165.230000 sec): 3 clusters
  Score: Raw -223069.837533 + Penalty 2490.912655 = -220578.924878
  nChanged 60
		SP:Iteration 17Q (9165.230000 sec): 3 clusters
  Score: Raw -223131.682476 + Penalty 2490.912655 = -220640.769821
  nChanged 56
		SP:Iteration 18Q (9165.240000 sec): 3 clusters
  Score: Raw -223176.100015 + Penalty 2490.912655 = -220685.187359
  nChanged 41
		SP:Iteration 19Q (9165.240000 sec): 3 clusters
  Score: Raw -223205.354088 + Penalty 2490.912655 = -220714.441432
  nChanged 38
		SP:Iteration 20F (9165.250000 sec): 3 clusters
  Score: Raw -223232.705941 + Penalty 2490.912655 = -220741.793285
  nChanged 39
		SP:Iteration 21Q (9165.250000 sec): 3 clusters
  Score: Raw -223267.506399 + Penalty 2490.912655 = -220776.593743
  nChanged 40
		SP:Iteration 22Q (9165.260000 sec): 3 clusters
  Score: Raw -223303.793012 + Penalty 2490.912655 = -220812.880356
  nChanged 31
		SP:Iteration 23Q (9165.260000 sec): 3 clusters
  Score: Raw -223328.459847 + Penalty 2490.912655 = -220837.547191
  nChanged 28
		SP:Iteration 24Q (9165.270000 sec): 3 clusters
  Score: Raw -223353.830372 + Penalty 2490.912655 = -220862.917716
  nChanged 27
		SP:Iteration 25Q (9165.270000 sec): 3 clusters
  Score: Raw -223380.029923 + Penalty 2490.912655 = -220889.117267
  nChanged 29
		SP:Iteration 26Q (9165.280000 sec): 3 clusters
  Score: Raw -223402.629704 + Penalty 2490.912655 = -220911.717049
  nChanged 24
		SP:Iteration 27Q (9165.280000 sec): 3 clusters
  Score: Raw -223419.319496 + Penalty 2490.912655 = -220928.406841
  nChanged 12
		SP:Iteration 28Q (9165.290000 sec): 3 clusters
  Score: Raw -223427.769082 + Penalty 2490.912655 = -220936.856426
  nChanged 14
		SP:Iteration 29Q (9165.290000 sec): 3 clusters
  Score: Raw -223438.865841 + Penalty 2490.912655 = -220947.953186
  nChanged 10
		SP:Iteration 30Q (9165.300000 sec): 3 clusters
  Score: Raw -223448.622584 + Penalty 2490.912655 = -220957.709929
  nChanged 13
		SP:Iteration 31Q (9165.300000 sec): 3 clusters
  Score: Raw -223462.013260 + Penalty 2490.912655 = -220971.100604
  nChanged 15
		SP:Iteration 32Q (9165.310000 sec): 3 clusters
  Score: Raw -223474.293121 + Penalty 2490.912655 = -220983.380465
  nChanged 15
		SP:Iteration 33Q (9165.310000 sec): 3 clusters
  Score: Raw -223483.076425 + Penalty 2490.912655 = -220992.163770
  nChanged 8
		SP:Iteration 34Q (9165.310000 sec): 3 clusters
  Score: Raw -223491.898617 + Penalty 2490.912655 = -221000.985961
  nChanged 11
		SP:Iteration 35Q (9165.320000 sec): 3 clusters
  Score: Raw -223499.282032 + Penalty 2490.912655 = -221008.369376
  nChanged 8
		SP:Iteration 36Q (9165.320000 sec): 3 clusters
  Score: Raw -223507.849928 + Penalty 2490.912655 = -221016.937273
  nChanged 11
		SP:Iteration 37Q (9165.330000 sec): 3 clusters
  Score: Raw -223517.125996 + Penalty 2490.912655 = -221026.213340
  nChanged 9
		SP:Iteration 38Q (9165.330000 sec): 3 clusters
  Score: Raw -223524.534692 + Penalty 2490.912655 = -221033.622036
  nChanged 6
		SP:Iteration 39Q (9165.340000 sec): 3 clusters
  Score: Raw -223526.545034 + Penalty 2490.912655 = -221035.632378
  nChanged 4
		SP:Iteration 40F (9165.340000 sec): 3 clusters
  Score: Raw -223528.659801 + Penalty 2490.912655 = -221037.747146
  nChanged 6
		SP:Iteration 41Q (9165.350000 sec): 3 clusters
  Score: Raw -223533.429437 + Penalty 2490.912655 = -221042.516782
  nChanged 8
		SP:Iteration 42Q (9165.350000 sec): 3 clusters
  Score: Raw -223539.760401 + Penalty 2490.912655 = -221048.847745
  nChanged 5
		SP:Iteration 43Q (9165.360000 sec): 3 clusters
  Score: Raw -223543.354520 + Penalty 2490.912655 = -221052.441865
  nChanged 8
		SP:Iteration 44Q (9165.360000 sec): 3 clusters
  Score: Raw -223547.738020 + Penalty 2490.912655 = -221056.825364
  nChanged 4
		SP:Iteration 45Q (9165.370000 sec): 3 clusters
  Score: Raw -223549.088948 + Penalty 2490.912655 = -221058.176293
  nChanged 1
		SP:Iteration 46Q (9165.370000 sec): 3 clusters
  Score: Raw -223549.435991 + Penalty 2490.912655 = -221058.523336
  nChanged 1
		SP:Iteration 47Q (9165.370000 sec): 3 clusters
  Score: Raw -223549.901241 + Penalty 2490.912655 = -221058.988586
  nChanged 2
		SP:Iteration 48Q (9165.380000 sec): 3 clusters
  Score: Raw -223550.471465 + Penalty 2490.912655 = -221059.558810
  nChanged 0
		SP:Iteration 49F (9165.380000 sec): 3 clusters
  Score: Raw -223550.471465 + Penalty 2490.912655 = -221059.558810
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 74 (1452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.390000 sec): 2 clusters
  Score: Raw -156291.745198 + Penalty 1183.113294 = -155108.631904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.390000 sec): 3 clusters
  Score: Raw -155757.221215 + Penalty 2366.226589 = -153390.994627
  nChanged 482
		SP:Iteration 1F (9165.400000 sec): 3 clusters
  Score: Raw -156087.627980 + Penalty 2366.226589 = -153721.401392
  nChanged 109
		SP:Iteration 2F (9165.400000 sec): 3 clusters
  Score: Raw -156191.803345 + Penalty 2366.226589 = -153825.576757
  nChanged 69
		SP:Iteration 3Q (9165.410000 sec): 3 clusters
  Score: Raw -156251.459402 + Penalty 2366.226589 = -153885.232813
  nChanged 55
		SP:Iteration 4Q (9165.410000 sec): 3 clusters
  Score: Raw -156302.125586 + Penalty 2366.226589 = -153935.898998
  nChanged 50
		SP:Iteration 5Q (9165.410000 sec): 3 clusters
  Score: Raw -156341.846031 + Penalty 2366.226589 = -153975.619442
  nChanged 36
		SP:Iteration 6Q (9165.420000 sec): 3 clusters
  Score: Raw -156372.094242 + Penalty 2366.226589 = -154005.867654
  nChanged 37
		SP:Iteration 7Q (9165.420000 sec): 3 clusters
  Score: Raw -156404.258062 + Penalty 2366.226589 = -154038.031473
  nChanged 27
		SP:Iteration 8Q (9165.430000 sec): 3 clusters
  Score: Raw -156431.869811 + Penalty 2366.226589 = -154065.643223
  nChanged 30
		SP:Iteration 9Q (9165.430000 sec): 3 clusters
  Score: Raw -156470.499485 + Penalty 2366.226589 = -154104.272897
  nChanged 37
		SP:Iteration 10Q (9165.430000 sec): 3 clusters
  Score: Raw -156516.311124 + Penalty 2366.226589 = -154150.084536
  nChanged 34
		SP:Iteration 11Q (9165.430000 sec): 3 clusters
  Score: Raw -156557.201980 + Penalty 2366.226589 = -154190.975392
  nChanged 36
		SP:Iteration 12Q (9165.440000 sec): 3 clusters
  Score: Raw -156597.477885 + Penalty 2366.226589 = -154231.251297
  nChanged 37
		SP:Iteration 13Q (9165.440000 sec): 3 clusters
  Score: Raw -156637.410706 + Penalty 2366.226589 = -154271.184118
  nChanged 28
		SP:Iteration 14Q (9165.450000 sec): 3 clusters
  Score: Raw -156682.223297 + Penalty 2366.226589 = -154315.996709
  nChanged 41
		SP:Iteration 15Q (9165.450000 sec): 3 clusters
  Score: Raw -156729.157446 + Penalty 2366.226589 = -154362.930858
  nChanged 47
		SP:Iteration 16Q (9165.450000 sec): 3 clusters
  Score: Raw -156781.550910 + Penalty 2366.226589 = -154415.324322
  nChanged 34
		SP:Iteration 17Q (9165.450000 sec): 3 clusters
  Score: Raw -156813.924184 + Penalty 2366.226589 = -154447.697595
  nChanged 32
		SP:Iteration 18Q (9165.460000 sec): 3 clusters
  Score: Raw -156850.706917 + Penalty 2366.226589 = -154484.480328
  nChanged 31
		SP:Iteration 19Q (9165.460000 sec): 3 clusters
  Score: Raw -156899.099493 + Penalty 2366.226589 = -154532.872905
  nChanged 32
		SP:Iteration 20F (9165.470000 sec): 3 clusters
  Score: Raw -156943.548873 + Penalty 2366.226589 = -154577.322285
  nChanged 28
		SP:Iteration 21Q (9165.470000 sec): 3 clusters
  Score: Raw -156974.745195 + Penalty 2366.226589 = -154608.518607
  nChanged 20
		SP:Iteration 22Q (9165.470000 sec): 3 clusters
  Score: Raw -157002.514919 + Penalty 2366.226589 = -154636.288331
  nChanged 19
		SP:Iteration 23Q (9165.470000 sec): 3 clusters
  Score: Raw -157023.896344 + Penalty 2366.226589 = -154657.669756
  nChanged 7
		SP:Iteration 24Q (9165.480000 sec): 3 clusters
  Score: Raw -157032.853674 + Penalty 2366.226589 = -154666.627086
  nChanged 11
		SP:Iteration 25Q (9165.480000 sec): 3 clusters
  Score: Raw -157037.681361 + Penalty 2366.226589 = -154671.454772
  nChanged 2
		SP:Iteration 26Q (9165.480000 sec): 3 clusters
  Score: Raw -157038.881354 + Penalty 2366.226589 = -154672.654766
  nChanged 3
		SP:Iteration 27Q (9165.480000 sec): 3 clusters
  Score: Raw -157040.180902 + Penalty 2366.226589 = -154673.954313
  nChanged 2
		SP:Iteration 28Q (9165.490000 sec): 3 clusters
  Score: Raw -157041.618055 + Penalty 2366.226589 = -154675.391466
  nChanged 1
		SP:Iteration 29Q (9165.490000 sec): 3 clusters
  Score: Raw -157042.579956 + Penalty 2366.226589 = -154676.353367
  nChanged 3
		SP:Iteration 30Q (9165.490000 sec): 3 clusters
  Score: Raw -157044.013078 + Penalty 2366.226589 = -154677.786490
  nChanged 4
		SP:Iteration 31Q (9165.490000 sec): 3 clusters
  Score: Raw -157047.644156 + Penalty 2366.226589 = -154681.417568
  nChanged 5
		SP:Iteration 32Q (9165.500000 sec): 3 clusters
  Score: Raw -157056.336674 + Penalty 2366.226589 = -154690.110085
  nChanged 6
		SP:Iteration 33Q (9165.500000 sec): 3 clusters
  Score: Raw -157070.100775 + Penalty 2366.226589 = -154703.874187
  nChanged 12
		SP:Iteration 34Q (9165.510000 sec): 3 clusters
  Score: Raw -157090.413165 + Penalty 2366.226589 = -154724.186577
  nChanged 14
		SP:Iteration 35Q (9165.510000 sec): 3 clusters
  Score: Raw -157128.796828 + Penalty 2366.226589 = -154762.570239
  nChanged 13
		SP:Iteration 36Q (9165.510000 sec): 3 clusters
  Score: Raw -157152.157084 + Penalty 2366.226589 = -154785.930496
  nChanged 11
		SP:Iteration 37Q (9165.510000 sec): 3 clusters
  Score: Raw -157177.020148 + Penalty 2366.226589 = -154810.793559
  nChanged 13
		SP:Iteration 38Q (9165.520000 sec): 3 clusters
  Score: Raw -157187.548807 + Penalty 2366.226589 = -154821.322218
  nChanged 7
		SP:Iteration 39Q (9165.520000 sec): 3 clusters
  Score: Raw -157191.012049 + Penalty 2366.226589 = -154824.785460
  nChanged 7
		SP:Iteration 40F (9165.520000 sec): 3 clusters
  Score: Raw -157198.029346 + Penalty 2366.226589 = -154831.802757
  nChanged 8
		SP:Iteration 41Q (9165.530000 sec): 3 clusters
  Score: Raw -157203.589471 + Penalty 2366.226589 = -154837.362883
  nChanged 0
		SP:Iteration 42F (9165.530000 sec): 3 clusters
  Score: Raw -157203.589471 + Penalty 2366.226589 = -154837.362883
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 75 (454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.530000 sec): 2 clusters
  Score: Raw -48158.456005 + Penalty 994.190795 = -47164.265210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.540000 sec): 3 clusters
  Score: Raw -48376.461274 + Penalty 1988.381589 = -46388.079685
  nChanged 139
		SP:Iteration 1F (9165.540000 sec): 3 clusters
  Score: Raw -48693.443903 + Penalty 1988.381589 = -46705.062314
  nChanged 36
		SP:Iteration 2F (9165.540000 sec): 3 clusters
  Score: Raw -48802.407508 + Penalty 1988.381589 = -46814.025918
  nChanged 14
		SP:Iteration 3Q (9165.540000 sec): 3 clusters
  Score: Raw -48826.476819 + Penalty 1988.381589 = -46838.095230
  nChanged 5
		SP:Iteration 4Q (9165.540000 sec): 3 clusters
  Score: Raw -48840.536419 + Penalty 1988.381589 = -46852.154829
  nChanged 2
		SP:Iteration 5Q (9165.540000 sec): 3 clusters
  Score: Raw -48849.379038 + Penalty 1988.381589 = -46860.997449
  nChanged 4
		SP:Iteration 6Q (9165.540000 sec): 3 clusters
  Score: Raw -48864.608759 + Penalty 1988.381589 = -46876.227169
  nChanged 3
		SP:Iteration 7Q (9165.550000 sec): 3 clusters
  Score: Raw -48873.191813 + Penalty 1988.381589 = -46884.810223
  nChanged 2
		SP:Iteration 8Q (9165.550000 sec): 3 clusters
  Score: Raw -48876.953873 + Penalty 1988.381589 = -46888.572284
  nChanged 0
		SP:Iteration 9F (9165.550000 sec): 3 clusters
  Score: Raw -48876.953873 + Penalty 1988.381589 = -46888.572284
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 76 (1787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.550000 sec): 2 clusters
  Score: Raw -195923.954135 + Penalty 1216.847696 = -194707.106439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.560000 sec): 3 clusters
  Score: Raw -195170.471446 + Penalty 2433.695392 = -192736.776053
  nChanged 637
		SP:Iteration 1F (9165.570000 sec): 3 clusters
  Score: Raw -195584.427308 + Penalty 2433.695392 = -193150.731916
  nChanged 149
		SP:Iteration 2F (9165.570000 sec): 3 clusters
  Score: Raw -195686.342440 + Penalty 2433.695392 = -193252.647048
  nChanged 86
		SP:Iteration 3Q (9165.570000 sec): 3 clusters
  Score: Raw -195750.583796 + Penalty 2433.695392 = -193316.888403
  nChanged 67
		SP:Iteration 4Q (9165.580000 sec): 3 clusters
  Score: Raw -195794.498872 + Penalty 2433.695392 = -193360.803480
  nChanged 48
		SP:Iteration 5Q (9165.580000 sec): 3 clusters
  Score: Raw -195827.071717 + Penalty 2433.695392 = -193393.376325
  nChanged 35
		SP:Iteration 6Q (9165.590000 sec): 3 clusters
  Score: Raw -195849.166100 + Penalty 2433.695392 = -193415.470708
  nChanged 24
		SP:Iteration 7Q (9165.590000 sec): 3 clusters
  Score: Raw -195860.023207 + Penalty 2433.695392 = -193426.327815
  nChanged 19
		SP:Iteration 8Q (9165.590000 sec): 3 clusters
  Score: Raw -195873.675555 + Penalty 2433.695392 = -193439.980162
  nChanged 21
		SP:Iteration 9Q (9165.600000 sec): 3 clusters
  Score: Raw -195885.405946 + Penalty 2433.695392 = -193451.710554
  nChanged 13
		SP:Iteration 10Q (9165.610000 sec): 3 clusters
  Score: Raw -195894.317797 + Penalty 2433.695392 = -193460.622405
  nChanged 9
		SP:Iteration 11Q (9165.610000 sec): 3 clusters
  Score: Raw -195898.327701 + Penalty 2433.695392 = -193464.632308
  nChanged 10
		SP:Iteration 12Q (9165.610000 sec): 3 clusters
  Score: Raw -195902.189114 + Penalty 2433.695392 = -193468.493722
  nChanged 10
		SP:Iteration 13Q (9165.620000 sec): 3 clusters
  Score: Raw -195905.537106 + Penalty 2433.695392 = -193471.841714
  nChanged 8
		SP:Iteration 14Q (9165.620000 sec): 3 clusters
  Score: Raw -195907.957527 + Penalty 2433.695392 = -193474.262135
  nChanged 5
		SP:Iteration 15Q (9165.630000 sec): 3 clusters
  Score: Raw -195909.347096 + Penalty 2433.695392 = -193475.651703
  nChanged 3
		SP:Iteration 16Q (9165.630000 sec): 3 clusters
  Score: Raw -195911.761921 + Penalty 2433.695392 = -193478.066529
  nChanged 5
		SP:Iteration 17Q (9165.630000 sec): 3 clusters
  Score: Raw -195913.509314 + Penalty 2433.695392 = -193479.813922
  nChanged 4
		SP:Iteration 18Q (9165.640000 sec): 3 clusters
  Score: Raw -195915.370286 + Penalty 2433.695392 = -193481.674894
  nChanged 6
		SP:Iteration 19Q (9165.640000 sec): 3 clusters
  Score: Raw -195919.410635 + Penalty 2433.695392 = -193485.715243
  nChanged 2
		SP:Iteration 20F (9165.650000 sec): 3 clusters
  Score: Raw -195919.689778 + Penalty 2433.695392 = -193485.994385
  nChanged 2
		SP:Iteration 21Q (9165.650000 sec): 3 clusters
  Score: Raw -195920.197267 + Penalty 2433.695392 = -193486.501875
  nChanged 2
		SP:Iteration 22Q (9165.660000 sec): 3 clusters
  Score: Raw -195921.216857 + Penalty 2433.695392 = -193487.521465
  nChanged 3
		SP:Iteration 23Q (9165.660000 sec): 3 clusters
  Score: Raw -195921.965924 + Penalty 2433.695392 = -193488.270532
  nChanged 0
		SP:Iteration 24F (9165.670000 sec): 3 clusters
  Score: Raw -195921.965924 + Penalty 2433.695392 = -193488.270532
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 77 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.670000 sec): 2 clusters
  Score: Raw -175402.529308 + Penalty 1224.225228 = -174178.304080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.680000 sec): 3 clusters
  Score: Raw -174714.449560 + Penalty 2448.450456 = -172265.999104
  nChanged 650
		SP:Iteration 1F (9165.680000 sec): 3 clusters
  Score: Raw -175261.424310 + Penalty 2448.450456 = -172812.973855
  nChanged 198
		SP:Iteration 2F (9165.690000 sec): 3 clusters
  Score: Raw -175500.217465 + Penalty 2448.450456 = -173051.767010
  nChanged 139
		SP:Iteration 3F (9165.690000 sec): 3 clusters
  Score: Raw -175675.125579 + Penalty 2448.450456 = -173226.675124
  nChanged 99
		SP:Iteration 4F (9165.700000 sec): 3 clusters
  Score: Raw -175788.914509 + Penalty 2448.450456 = -173340.464053
  nChanged 75
		SP:Iteration 5Q (9165.700000 sec): 3 clusters
  Score: Raw -175859.460311 + Penalty 2448.450456 = -173411.009855
  nChanged 42
		SP:Iteration 6Q (9165.710000 sec): 3 clusters
  Score: Raw -175889.056598 + Penalty 2448.450456 = -173440.606142
  nChanged 31
		SP:Iteration 7Q (9165.710000 sec): 3 clusters
  Score: Raw -175912.379216 + Penalty 2448.450456 = -173463.928760
  nChanged 19
		SP:Iteration 8Q (9165.710000 sec): 3 clusters
  Score: Raw -175926.792904 + Penalty 2448.450456 = -173478.342448
  nChanged 16
		SP:Iteration 9Q (9165.720000 sec): 3 clusters
  Score: Raw -175935.086599 + Penalty 2448.450456 = -173486.636144
  nChanged 10
		SP:Iteration 10Q (9165.720000 sec): 3 clusters
  Score: Raw -175942.947095 + Penalty 2448.450456 = -173494.496640
  nChanged 11
		SP:Iteration 11Q (9165.730000 sec): 3 clusters
  Score: Raw -175951.658742 + Penalty 2448.450456 = -173503.208287
  nChanged 12
		SP:Iteration 12Q (9165.730000 sec): 3 clusters
  Score: Raw -175960.486607 + Penalty 2448.450456 = -173512.036152
  nChanged 15
		SP:Iteration 13Q (9165.740000 sec): 3 clusters
  Score: Raw -175967.783011 + Penalty 2448.450456 = -173519.332556
  nChanged 8
		SP:Iteration 14Q (9165.740000 sec): 3 clusters
  Score: Raw -175970.996282 + Penalty 2448.450456 = -173522.545826
  nChanged 5
		SP:Iteration 15Q (9165.750000 sec): 3 clusters
  Score: Raw -175972.826655 + Penalty 2448.450456 = -173524.376199
  nChanged 3
		SP:Iteration 16Q (9165.750000 sec): 3 clusters
  Score: Raw -175978.432610 + Penalty 2448.450456 = -173529.982155
  nChanged 6
		SP:Iteration 17Q (9165.750000 sec): 3 clusters
  Score: Raw -175982.493978 + Penalty 2448.450456 = -173534.043523
  nChanged 11
		SP:Iteration 18Q (9165.760000 sec): 3 clusters
  Score: Raw -175987.066973 + Penalty 2448.450456 = -173538.616517
  nChanged 7
		SP:Iteration 19Q (9165.760000 sec): 3 clusters
  Score: Raw -175992.769422 + Penalty 2448.450456 = -173544.318967
  nChanged 9
		SP:Iteration 20F (9165.770000 sec): 3 clusters
  Score: Raw -175996.468239 + Penalty 2448.450456 = -173548.017783
  nChanged 8
		SP:Iteration 21Q (9165.770000 sec): 3 clusters
  Score: Raw -176000.380190 + Penalty 2448.450456 = -173551.929734
  nChanged 14
		SP:Iteration 22Q (9165.780000 sec): 3 clusters
  Score: Raw -176009.125711 + Penalty 2448.450456 = -173560.675255
  nChanged 13
		SP:Iteration 23Q (9165.780000 sec): 3 clusters
  Score: Raw -176017.886765 + Penalty 2448.450456 = -173569.436310
  nChanged 11
		SP:Iteration 24Q (9165.790000 sec): 3 clusters
  Score: Raw -176026.601821 + Penalty 2448.450456 = -173578.151366
  nChanged 14
		SP:Iteration 25Q (9165.790000 sec): 3 clusters
  Score: Raw -176036.967121 + Penalty 2448.450456 = -173588.516666
  nChanged 18
		SP:Iteration 26Q (9165.790000 sec): 3 clusters
  Score: Raw -176050.510063 + Penalty 2448.450456 = -173602.059607
  nChanged 18
		SP:Iteration 27Q (9165.800000 sec): 3 clusters
  Score: Raw -176064.422858 + Penalty 2448.450456 = -173615.972402
  nChanged 16
		SP:Iteration 28Q (9165.800000 sec): 3 clusters
  Score: Raw -176094.592457 + Penalty 2448.450456 = -173646.142001
  nChanged 23
		SP:Iteration 29Q (9165.810000 sec): 3 clusters
  Score: Raw -176138.272770 + Penalty 2448.450456 = -173689.822314
  nChanged 31
		SP:Iteration 30Q (9165.810000 sec): 3 clusters
  Score: Raw -176183.158454 + Penalty 2448.450456 = -173734.707998
  nChanged 30
		SP:Iteration 31Q (9165.810000 sec): 3 clusters
  Score: Raw -176224.784912 + Penalty 2448.450456 = -173776.334457
  nChanged 36
		SP:Iteration 32Q (9165.820000 sec): 3 clusters
  Score: Raw -176267.637251 + Penalty 2448.450456 = -173819.186795
  nChanged 29
		SP:Iteration 33Q (9165.820000 sec): 3 clusters
  Score: Raw -176293.132474 + Penalty 2448.450456 = -173844.682018
  nChanged 18
		SP:Iteration 34Q (9165.830000 sec): 3 clusters
  Score: Raw -176305.369185 + Penalty 2448.450456 = -173856.918729
  nChanged 9
		SP:Iteration 35Q (9165.830000 sec): 3 clusters
  Score: Raw -176309.741620 + Penalty 2448.450456 = -173861.291165
  nChanged 10
		SP:Iteration 36Q (9165.830000 sec): 3 clusters
  Score: Raw -176315.104911 + Penalty 2448.450456 = -173866.654455
  nChanged 6
		SP:Iteration 37Q (9165.840000 sec): 3 clusters
  Score: Raw -176318.491356 + Penalty 2448.450456 = -173870.040900
  nChanged 3
		SP:Iteration 38Q (9165.840000 sec): 3 clusters
  Score: Raw -176320.116350 + Penalty 2448.450456 = -173871.665894
  nChanged 1
		SP:Iteration 39Q (9165.850000 sec): 3 clusters
  Score: Raw -176320.592593 + Penalty 2448.450456 = -173872.142138
  nChanged 0
		SP:Iteration 40F (9165.850000 sec): 3 clusters
  Score: Raw -176320.592593 + Penalty 2448.450456 = -173872.142138
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 78 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.850000 sec): 2 clusters
  Score: Raw -18139.362785 + Penalty 842.950193 = -17296.412592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.850000 sec): 3 clusters
  Score: Raw -18280.369445 + Penalty 1685.900387 = -16594.469059
  nChanged 21
		SP:Iteration 1F (9165.860000 sec): 3 clusters
  Score: Raw -18344.458322 + Penalty 1685.900387 = -16658.557936
  nChanged 7
		SP:Iteration 2Q (9165.860000 sec): 3 clusters
  Score: Raw -18367.623679 + Penalty 1685.900387 = -16681.723292
  nChanged 0
		SP:Iteration 3F (9165.860000 sec): 3 clusters
  Score: Raw -18367.623679 + Penalty 1685.900387 = -16681.723292
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 79 (1071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.870000 sec): 2 clusters
  Score: Raw -117447.391427 + Penalty 1133.656561 = -116313.734866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.870000 sec): 3 clusters
  Score: Raw -117069.788385 + Penalty 2267.313123 = -114802.475263
  nChanged 325
		SP:Iteration 1F (9165.870000 sec): 3 clusters
  Score: Raw -117317.004322 + Penalty 2267.313123 = -115049.691199
  nChanged 78
		SP:Iteration 2F (9165.870000 sec): 3 clusters
  Score: Raw -117394.203633 + Penalty 2267.313123 = -115126.890511
  nChanged 46
		SP:Iteration 3Q (9165.870000 sec): 3 clusters
  Score: Raw -117455.980175 + Penalty 2267.313123 = -115188.667052
  nChanged 43
		SP:Iteration 4Q (9165.880000 sec): 3 clusters
  Score: Raw -117530.728630 + Penalty 2267.313123 = -115263.415507
  nChanged 41
		SP:Iteration 5Q (9165.880000 sec): 3 clusters
  Score: Raw -117572.522962 + Penalty 2267.313123 = -115305.209840
  nChanged 24
		SP:Iteration 6Q (9165.880000 sec): 3 clusters
  Score: Raw -117594.083749 + Penalty 2267.313123 = -115326.770627
  nChanged 22
		SP:Iteration 7Q (9165.890000 sec): 3 clusters
  Score: Raw -117615.352629 + Penalty 2267.313123 = -115348.039506
  nChanged 13
		SP:Iteration 8Q (9165.890000 sec): 3 clusters
  Score: Raw -117625.697707 + Penalty 2267.313123 = -115358.384584
  nChanged 9
		SP:Iteration 9Q (9165.890000 sec): 3 clusters
  Score: Raw -117637.846197 + Penalty 2267.313123 = -115370.533074
  nChanged 10
		SP:Iteration 10Q (9165.890000 sec): 3 clusters
  Score: Raw -117645.358058 + Penalty 2267.313123 = -115378.044935
  nChanged 4
		SP:Iteration 11Q (9165.890000 sec): 3 clusters
  Score: Raw -117648.397009 + Penalty 2267.313123 = -115381.083886
  nChanged 2
		SP:Iteration 12Q (9165.900000 sec): 3 clusters
  Score: Raw -117650.922318 + Penalty 2267.313123 = -115383.609195
  nChanged 5
		SP:Iteration 13Q (9165.900000 sec): 3 clusters
  Score: Raw -117655.389011 + Penalty 2267.313123 = -115388.075888
  nChanged 5
		SP:Iteration 14Q (9165.900000 sec): 3 clusters
  Score: Raw -117659.348899 + Penalty 2267.313123 = -115392.035777
  nChanged 2
		SP:Iteration 15Q (9165.910000 sec): 3 clusters
  Score: Raw -117661.962459 + Penalty 2267.313123 = -115394.649336
  nChanged 3
		SP:Iteration 16Q (9165.910000 sec): 3 clusters
  Score: Raw -117665.666724 + Penalty 2267.313123 = -115398.353602
  nChanged 3
		SP:Iteration 17Q (9165.910000 sec): 3 clusters
  Score: Raw -117667.686402 + Penalty 2267.313123 = -115400.373280
  nChanged 4
		SP:Iteration 18Q (9165.910000 sec): 3 clusters
  Score: Raw -117670.608308 + Penalty 2267.313123 = -115403.295185
  nChanged 2
		SP:Iteration 19Q (9165.920000 sec): 3 clusters
  Score: Raw -117671.642551 + Penalty 2267.313123 = -115404.329428
  nChanged 0
		SP:Iteration 20F (9165.920000 sec): 3 clusters
  Score: Raw -117671.642551 + Penalty 2267.313123 = -115404.329428
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 80 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.920000 sec): 2 clusters
  Score: Raw -13634.898358 + Penalty 803.016894 = -12831.881464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.930000 sec): 3 clusters
  Score: Raw -13797.595240 + Penalty 1606.033787 = -12191.561453
  nChanged 12
		SP:Iteration 1F (9165.930000 sec): 3 clusters
  Score: Raw -13872.248040 + Penalty 1606.033787 = -12266.214252
  nChanged 6
		SP:Iteration 2Q (9165.930000 sec): 3 clusters
  Score: Raw -13920.913849 + Penalty 1606.033787 = -12314.880062
  nChanged 0
		SP:Iteration 3F (9165.930000 sec): 3 clusters
  Score: Raw -13920.913849 + Penalty 1606.033787 = -12314.880062
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 81 (2506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9165.940000 sec): 2 clusters
  Score: Raw -243318.102763 + Penalty 1271.797010 = -242046.305753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9165.940000 sec): 3 clusters
  Score: Raw -242197.852507 + Penalty 2543.594019 = -239654.258488
  nChanged 923
		SP:Iteration 1F (9165.950000 sec): 3 clusters
  Score: Raw -242948.813988 + Penalty 2543.594019 = -240405.219969
  nChanged 246
		SP:Iteration 2F (9165.950000 sec): 3 clusters
  Score: Raw -243215.719232 + Penalty 2543.594019 = -240672.125213
  nChanged 182
		SP:Iteration 3F (9165.960000 sec): 3 clusters
  Score: Raw -243361.209763 + Penalty 2543.594019 = -240817.615744
  nChanged 132
		SP:Iteration 4F (9165.970000 sec): 3 clusters
  Score: Raw -243457.372781 + Penalty 2543.594019 = -240913.778762
  nChanged 101
		SP:Iteration 5Q (9165.970000 sec): 3 clusters
  Score: Raw -243524.966202 + Penalty 2543.594019 = -240981.372183
  nChanged 70
		SP:Iteration 6Q (9165.980000 sec): 3 clusters
  Score: Raw -243569.526019 + Penalty 2543.594019 = -241025.932000
  nChanged 59
		SP:Iteration 7Q (9165.990000 sec): 3 clusters
  Score: Raw -243612.517056 + Penalty 2543.594019 = -241068.923037
  nChanged 58
		SP:Iteration 8Q (9165.990000 sec): 3 clusters
  Score: Raw -243676.602256 + Penalty 2543.594019 = -241133.008237
  nChanged 69
		SP:Iteration 9Q (9166.000000 sec): 3 clusters
  Score: Raw -243750.912520 + Penalty 2543.594019 = -241207.318501
  nChanged 59
		SP:Iteration 10Q (9166.010000 sec): 3 clusters
  Score: Raw -243789.637621 + Penalty 2543.594019 = -241246.043602
  nChanged 37
		SP:Iteration 11Q (9166.010000 sec): 3 clusters
  Score: Raw -243813.182050 + Penalty 2543.594019 = -241269.588031
  nChanged 31
		SP:Iteration 12Q (9166.020000 sec): 3 clusters
  Score: Raw -243832.962908 + Penalty 2543.594019 = -241289.368889
  nChanged 24
		SP:Iteration 13Q (9166.020000 sec): 3 clusters
  Score: Raw -243845.940704 + Penalty 2543.594019 = -241302.346685
  nChanged 27
		SP:Iteration 14Q (9166.030000 sec): 3 clusters
  Score: Raw -243861.932733 + Penalty 2543.594019 = -241318.338714
  nChanged 31
		SP:Iteration 15Q (9166.030000 sec): 3 clusters
  Score: Raw -243877.407410 + Penalty 2543.594019 = -241333.813391
  nChanged 26
		SP:Iteration 16Q (9166.040000 sec): 3 clusters
  Score: Raw -243894.986239 + Penalty 2543.594019 = -241351.392220
  nChanged 23
		SP:Iteration 17Q (9166.050000 sec): 3 clusters
  Score: Raw -243910.154844 + Penalty 2543.594019 = -241366.560825
  nChanged 21
		SP:Iteration 18Q (9166.050000 sec): 3 clusters
  Score: Raw -243923.576847 + Penalty 2543.594019 = -241379.982828
  nChanged 19
		SP:Iteration 19Q (9166.060000 sec): 3 clusters
  Score: Raw -243932.793204 + Penalty 2543.594019 = -241389.199185
  nChanged 18
		SP:Iteration 20F (9166.070000 sec): 3 clusters
  Score: Raw -243939.001612 + Penalty 2543.594019 = -241395.407593
  nChanged 7
		SP:Iteration 21Q (9166.080000 sec): 3 clusters
  Score: Raw -243941.121086 + Penalty 2543.594019 = -241397.527067
  nChanged 6
		SP:Iteration 22Q (9166.080000 sec): 3 clusters
  Score: Raw -243944.886991 + Penalty 2543.594019 = -241401.292972
  nChanged 11
		SP:Iteration 23Q (9166.090000 sec): 3 clusters
  Score: Raw -243949.545616 + Penalty 2543.594019 = -241405.951597
  nChanged 8
		SP:Iteration 24Q (9166.090000 sec): 3 clusters
  Score: Raw -243952.685421 + Penalty 2543.594019 = -241409.091402
  nChanged 8
		SP:Iteration 25Q (9166.100000 sec): 3 clusters
  Score: Raw -243955.874110 + Penalty 2543.594019 = -241412.280091
  nChanged 11
		SP:Iteration 26Q (9166.100000 sec): 3 clusters
  Score: Raw -243961.035214 + Penalty 2543.594019 = -241417.441195
  nChanged 13
		SP:Iteration 27Q (9166.110000 sec): 3 clusters
  Score: Raw -243967.120567 + Penalty 2543.594019 = -241423.526548
  nChanged 15
		SP:Iteration 28Q (9166.120000 sec): 3 clusters
  Score: Raw -243976.402427 + Penalty 2543.594019 = -241432.808408
  nChanged 18
		SP:Iteration 29Q (9166.120000 sec): 3 clusters
  Score: Raw -243985.675841 + Penalty 2543.594019 = -241442.081822
  nChanged 18
		SP:Iteration 30Q (9166.130000 sec): 3 clusters
  Score: Raw -243994.489453 + Penalty 2543.594019 = -241450.895434
  nChanged 16
		SP:Iteration 31Q (9166.130000 sec): 3 clusters
  Score: Raw -244002.979704 + Penalty 2543.594019 = -241459.385685
  nChanged 19
		SP:Iteration 32Q (9166.140000 sec): 3 clusters
  Score: Raw -244014.773071 + Penalty 2543.594019 = -241471.179052
  nChanged 16
		SP:Iteration 33Q (9166.140000 sec): 3 clusters
  Score: Raw -244023.873429 + Penalty 2543.594019 = -241480.279410
  nChanged 16
		SP:Iteration 34Q (9166.150000 sec): 3 clusters
  Score: Raw -244033.386055 + Penalty 2543.594019 = -241489.792036
  nChanged 16
		SP:Iteration 35Q (9166.160000 sec): 3 clusters
  Score: Raw -244046.968073 + Penalty 2543.594019 = -241503.374054
  nChanged 13
		SP:Iteration 36Q (9166.160000 sec): 3 clusters
  Score: Raw -244056.914612 + Penalty 2543.594019 = -241513.320593
  nChanged 14
		SP:Iteration 37Q (9166.170000 sec): 3 clusters
  Score: Raw -244063.937263 + Penalty 2543.594019 = -241520.343244
  nChanged 3
		SP:Iteration 38Q (9166.170000 sec): 3 clusters
  Score: Raw -244065.110280 + Penalty 2543.594019 = -241521.516261
  nChanged 1
		SP:Iteration 39Q (9166.180000 sec): 3 clusters
  Score: Raw -244065.406102 + Penalty 2543.594019 = -241521.812083
  nChanged 0
		SP:Iteration 40F (9166.180000 sec): 3 clusters
  Score: Raw -244065.406102 + Penalty 2543.594019 = -241521.812083
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 82 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9166.200000 sec): 2 clusters
  Score: Raw -443952.139257 + Penalty 1345.203322 = -442606.935934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9166.210000 sec): 3 clusters
  Score: Raw -441992.139479 + Penalty 2690.406645 = -439301.732835
  nChanged 1557
		SP:Iteration 1F (9166.220000 sec): 3 clusters
  Score: Raw -442888.640514 + Penalty 2690.406645 = -440198.233870
  nChanged 287
		SP:Iteration 2F (9166.220000 sec): 3 clusters
  Score: Raw -443061.545663 + Penalty 2690.406645 = -440371.139019
  nChanged 215
		SP:Iteration 3F (9166.240000 sec): 3 clusters
  Score: Raw -443181.925011 + Penalty 2690.406645 = -440491.518366
  nChanged 164
		SP:Iteration 4Q (9166.240000 sec): 3 clusters
  Score: Raw -443279.068242 + Penalty 2690.406645 = -440588.661598
  nChanged 154
		SP:Iteration 5Q (9166.260000 sec): 3 clusters
  Score: Raw -443358.957541 + Penalty 2690.406645 = -440668.550897
  nChanged 120
		SP:Iteration 6Q (9166.260000 sec): 3 clusters
  Score: Raw -443415.972880 + Penalty 2690.406645 = -440725.566235
  nChanged 111
		SP:Iteration 7Q (9166.280000 sec): 3 clusters
  Score: Raw -443469.515688 + Penalty 2690.406645 = -440779.109044
  nChanged 96
		SP:Iteration 8Q (9166.280000 sec): 3 clusters
  Score: Raw -443522.637071 + Penalty 2690.406645 = -440832.230426
  nChanged 106
		SP:Iteration 9Q (9166.290000 sec): 3 clusters
  Score: Raw -443577.837365 + Penalty 2690.406645 = -440887.430720
  nChanged 95
		SP:Iteration 10Q (9166.300000 sec): 3 clusters
  Score: Raw -443625.195373 + Penalty 2690.406645 = -440934.788728
  nChanged 86
		SP:Iteration 11Q (9166.310000 sec): 3 clusters
  Score: Raw -443671.133785 + Penalty 2690.406645 = -440980.727140
  nChanged 79
		SP:Iteration 12Q (9166.320000 sec): 3 clusters
  Score: Raw -443717.937878 + Penalty 2690.406645 = -441027.531233
  nChanged 75
		SP:Iteration 13Q (9166.330000 sec): 3 clusters
  Score: Raw -443771.816262 + Penalty 2690.406645 = -441081.409617
  nChanged 79
		SP:Iteration 14Q (9166.340000 sec): 3 clusters
  Score: Raw -443819.066001 + Penalty 2690.406645 = -441128.659356
  nChanged 87
		SP:Iteration 15Q (9166.350000 sec): 3 clusters
  Score: Raw -443877.160511 + Penalty 2690.406645 = -441186.753866
  nChanged 93
		SP:Iteration 16Q (9166.360000 sec): 3 clusters
  Score: Raw -443945.137174 + Penalty 2690.406645 = -441254.730529
  nChanged 82
		SP:Iteration 17Q (9166.370000 sec): 3 clusters
  Score: Raw -444007.683512 + Penalty 2690.406645 = -441317.276868
  nChanged 63
		SP:Iteration 18Q (9166.380000 sec): 3 clusters
  Score: Raw -444067.083885 + Penalty 2690.406645 = -441376.677241
  nChanged 59
		SP:Iteration 19Q (9166.390000 sec): 3 clusters
  Score: Raw -444107.627774 + Penalty 2690.406645 = -441417.221129
  nChanged 39
		SP:Iteration 20F (9166.400000 sec): 3 clusters
  Score: Raw -444134.698660 + Penalty 2690.406645 = -441444.292015
  nChanged 35
		SP:Iteration 21Q (9166.410000 sec): 3 clusters
  Score: Raw -444164.321799 + Penalty 2690.406645 = -441473.915154
  nChanged 43
		SP:Iteration 22Q (9166.420000 sec): 3 clusters
  Score: Raw -444195.628886 + Penalty 2690.406645 = -441505.222242
  nChanged 41
		SP:Iteration 23Q (9166.420000 sec): 3 clusters
  Score: Raw -444223.558084 + Penalty 2690.406645 = -441533.151440
  nChanged 23
		SP:Iteration 24Q (9166.430000 sec): 3 clusters
  Score: Raw -444237.620105 + Penalty 2690.406645 = -441547.213460
  nChanged 10
		SP:Iteration 25Q (9166.440000 sec): 3 clusters
  Score: Raw -444241.053686 + Penalty 2690.406645 = -441550.647042
  nChanged 6
		SP:Iteration 26Q (9166.450000 sec): 3 clusters
  Score: Raw -444243.754906 + Penalty 2690.406645 = -441553.348262
  nChanged 6
		SP:Iteration 27Q (9166.460000 sec): 3 clusters
  Score: Raw -444246.064992 + Penalty 2690.406645 = -441555.658347
  nChanged 1
		SP:Iteration 28Q (9166.470000 sec): 3 clusters
  Score: Raw -444246.474502 + Penalty 2690.406645 = -441556.067858
  nChanged 2
		SP:Iteration 29Q (9166.480000 sec): 3 clusters
  Score: Raw -444248.534086 + Penalty 2690.406645 = -441558.127441
  nChanged 7
		SP:Iteration 30Q (9166.480000 sec): 3 clusters
  Score: Raw -444252.708164 + Penalty 2690.406645 = -441562.301520
  nChanged 6
		SP:Iteration 31Q (9166.490000 sec): 3 clusters
  Score: Raw -444255.414812 + Penalty 2690.406645 = -441565.008167
  nChanged 1
		SP:Iteration 32Q (9166.500000 sec): 3 clusters
  Score: Raw -444256.119726 + Penalty 2690.406645 = -441565.713081
  nChanged 1
		SP:Iteration 33Q (9166.510000 sec): 3 clusters
  Score: Raw -444256.401739 + Penalty 2690.406645 = -441565.995094
  nChanged 2
		SP:Iteration 34Q (9166.520000 sec): 3 clusters
  Score: Raw -444257.524056 + Penalty 2690.406645 = -441567.117412
  nChanged 2
		SP:Iteration 35Q (9166.520000 sec): 3 clusters
  Score: Raw -444258.354444 + Penalty 2690.406645 = -441567.947799
  nChanged 1
		SP:Iteration 36Q (9166.530000 sec): 3 clusters
  Score: Raw -444258.499744 + Penalty 2690.406645 = -441568.093099
  nChanged 2
		SP:Iteration 37Q (9166.540000 sec): 3 clusters
  Score: Raw -444259.201962 + Penalty 2690.406645 = -441568.795318
  nChanged 0
		SP:Iteration 38F (9166.550000 sec): 3 clusters
  Score: Raw -444259.201962 + Penalty 2690.406645 = -441568.795318
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 83 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9166.560000 sec): 2 clusters
  Score: Raw -16734.117718 + Penalty 843.855488 = -15890.262230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9166.560000 sec): 3 clusters
  Score: Raw -16976.655437 + Penalty 1687.710977 = -15288.944461
  nChanged 37
		SP:Iteration 1F (9166.560000 sec): 3 clusters
  Score: Raw -17242.494789 + Penalty 1687.710977 = -15554.783813
  nChanged 8
		SP:Iteration 2Q (9166.560000 sec): 3 clusters
  Score: Raw -17301.430182 + Penalty 1687.710977 = -15613.719206
  nChanged 2
		SP:Iteration 3Q (9166.560000 sec): 3 clusters
  Score: Raw -17311.625718 + Penalty 1687.710977 = -15623.914741
  nChanged 1
		SP:Iteration 4Q (9166.560000 sec): 3 clusters
  Score: Raw -17314.675433 + Penalty 1687.710977 = -15626.964457
  nChanged 0
		SP:Iteration 5F (9166.560000 sec): 3 clusters
  Score: Raw -17314.675433 + Penalty 1687.710977 = -15626.964457
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 84 (17791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9166.620000 sec): 2 clusters
  Score: Raw -2067433.757175 + Penalty 1590.297798 = -2065843.459377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9166.660000 sec): 3 clusters
  Score: Raw -2056853.226237 + Penalty 3180.595597 = -2053672.630640
  nChanged 7945
		SP:Iteration 1F (9166.710000 sec): 3 clusters
  Score: Raw -2061221.455025 + Penalty 3180.595597 = -2058040.859428
  nChanged 1002
		SP:Iteration 2F (9166.750000 sec): 3 clusters
  Score: Raw -2061681.028153 + Penalty 3180.595597 = -2058500.432556
  nChanged 1015
		SP:Iteration 3F (9166.800000 sec): 3 clusters
  Score: Raw -2062181.344005 + Penalty 3180.595597 = -2059000.748408
  nChanged 1017
		SP:Iteration 4F (9166.840000 sec): 3 clusters
  Score: Raw -2062702.334681 + Penalty 3180.595597 = -2059521.739084
  nChanged 978
		SP:Iteration 5F (9166.890000 sec): 3 clusters
  Score: Raw -2063200.383628 + Penalty 3180.595597 = -2060019.788031
  nChanged 956
		SP:Iteration 6F (9166.940000 sec): 3 clusters
  Score: Raw -2063683.031464 + Penalty 3180.595597 = -2060502.435867
  nChanged 889
		SP:Iteration 7Q (9166.980000 sec): 3 clusters
  Score: Raw -2064098.642100 + Penalty 3180.595597 = -2060918.046503
  nChanged 801
		SP:Iteration 8Q (9167.020000 sec): 3 clusters
  Score: Raw -2064451.921261 + Penalty 3180.595597 = -2061271.325664
  nChanged 758
		SP:Iteration 9Q (9167.070000 sec): 3 clusters
  Score: Raw -2064794.810317 + Penalty 3180.595597 = -2061614.214721
  nChanged 688
		SP:Iteration 10Q (9167.120000 sec): 3 clusters
  Score: Raw -2065093.363149 + Penalty 3180.595597 = -2061912.767552
  nChanged 630
		SP:Iteration 11Q (9167.160000 sec): 3 clusters
  Score: Raw -2065364.745814 + Penalty 3180.595597 = -2062184.150217
  nChanged 608
		SP:Iteration 12Q (9167.210000 sec): 3 clusters
  Score: Raw -2065636.402048 + Penalty 3180.595597 = -2062455.806451
  nChanged 620
		SP:Iteration 13Q (9167.250000 sec): 3 clusters
  Score: Raw -2065920.773163 + Penalty 3180.595597 = -2062740.177567
  nChanged 605
		SP:Iteration 14Q (9167.300000 sec): 3 clusters
  Score: Raw -2066204.166257 + Penalty 3180.595597 = -2063023.570660
  nChanged 590
		SP:Iteration 15Q (9167.340000 sec): 3 clusters
  Score: Raw -2066479.181889 + Penalty 3180.595597 = -2063298.586292
  nChanged 480
		SP:Iteration 16Q (9167.390000 sec): 3 clusters
  Score: Raw -2066714.099047 + Penalty 3180.595597 = -2063533.503450
  nChanged 460
		SP:Iteration 17Q (9167.440000 sec): 3 clusters
  Score: Raw -2066956.724758 + Penalty 3180.595597 = -2063776.129162
  nChanged 396
		SP:Iteration 18Q (9167.480000 sec): 3 clusters
  Score: Raw -2067153.698619 + Penalty 3180.595597 = -2063973.103022
  nChanged 326
		SP:Iteration 19Q (9167.520000 sec): 3 clusters
  Score: Raw -2067322.110262 + Penalty 3180.595597 = -2064141.514665
  nChanged 286
		SP:Iteration 20F (9167.570000 sec): 3 clusters
  Score: Raw -2067473.404545 + Penalty 3180.595597 = -2064292.808948
  nChanged 218
		SP:Iteration 21Q (9167.620000 sec): 3 clusters
  Score: Raw -2067589.365142 + Penalty 3180.595597 = -2064408.769545
  nChanged 190
		SP:Iteration 22Q (9167.660000 sec): 3 clusters
  Score: Raw -2067696.265349 + Penalty 3180.595597 = -2064515.669752
  nChanged 150
		SP:Iteration 23Q (9167.700000 sec): 3 clusters
  Score: Raw -2067778.082434 + Penalty 3180.595597 = -2064597.486837
  nChanged 100
		SP:Iteration 24Q (9167.750000 sec): 3 clusters
  Score: Raw -2067833.656377 + Penalty 3180.595597 = -2064653.060780
  nChanged 70
		SP:Iteration 25Q (9167.790000 sec): 3 clusters
  Score: Raw -2067869.160883 + Penalty 3180.595597 = -2064688.565286
  nChanged 56
		SP:Iteration 26Q (9167.830000 sec): 3 clusters
  Score: Raw -2067895.768224 + Penalty 3180.595597 = -2064715.172628
  nChanged 46
		SP:Iteration 27Q (9167.870000 sec): 3 clusters
  Score: Raw -2067919.199409 + Penalty 3180.595597 = -2064738.603812
  nChanged 34
		SP:Iteration 28Q (9167.920000 sec): 3 clusters
  Score: Raw -2067935.848145 + Penalty 3180.595597 = -2064755.252548
  nChanged 32
		SP:Iteration 29Q (9167.950000 sec): 3 clusters
  Score: Raw -2067950.004388 + Penalty 3180.595597 = -2064769.408791
  nChanged 27
		SP:Iteration 30Q (9167.990000 sec): 3 clusters
  Score: Raw -2067962.778957 + Penalty 3180.595597 = -2064782.183361
  nChanged 21
		SP:Iteration 31Q (9168.030000 sec): 3 clusters
  Score: Raw -2067973.586729 + Penalty 3180.595597 = -2064792.991132
  nChanged 15
		SP:Iteration 32Q (9168.070000 sec): 3 clusters
  Score: Raw -2067981.439871 + Penalty 3180.595597 = -2064800.844274
  nChanged 15
		SP:Iteration 33Q (9168.100000 sec): 3 clusters
  Score: Raw -2067989.203711 + Penalty 3180.595597 = -2064808.608114
  nChanged 13
		SP:Iteration 34Q (9168.140000 sec): 3 clusters
  Score: Raw -2067995.292955 + Penalty 3180.595597 = -2064814.697358
  nChanged 19
		SP:Iteration 35Q (9168.180000 sec): 3 clusters
  Score: Raw -2068003.823711 + Penalty 3180.595597 = -2064823.228114
  nChanged 14
		SP:Iteration 36Q (9168.220000 sec): 3 clusters
  Score: Raw -2068011.480460 + Penalty 3180.595597 = -2064830.884863
  nChanged 8
		SP:Iteration 37Q (9168.250000 sec): 3 clusters
  Score: Raw -2068014.386861 + Penalty 3180.595597 = -2064833.791264
  nChanged 3
		SP:Iteration 38Q (9168.290000 sec): 3 clusters
  Score: Raw -2068015.402293 + Penalty 3180.595597 = -2064834.806696
  nChanged 2
		SP:Iteration 39Q (9168.320000 sec): 3 clusters
  Score: Raw -2068016.009521 + Penalty 3180.595597 = -2064835.413924
  nChanged 1
		SP:Iteration 40F (9168.370000 sec): 3 clusters
  Score: Raw -2068016.111359 + Penalty 3180.595597 = -2064835.515762
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 85 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9168.380000 sec): 2 clusters
  Score: Raw -20211.598651 + Penalty 852.641412 = -19358.957239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9168.380000 sec): 3 clusters
  Score: Raw -20331.647124 + Penalty 1705.282823 = -18626.364300
  nChanged 19
		SP:Iteration 1F (9168.380000 sec): 3 clusters
  Score: Raw -20397.056075 + Penalty 1705.282823 = -18691.773252
  nChanged 3
		SP:Iteration 2Q (9168.380000 sec): 3 clusters
  Score: Raw -20403.796592 + Penalty 1705.282823 = -18698.513769
  nChanged 1
		SP:Iteration 3Q (9168.380000 sec): 3 clusters
  Score: Raw -20406.059998 + Penalty 1705.282823 = -18700.777174
  nChanged 0
		SP:Iteration 4F (9168.380000 sec): 3 clusters
  Score: Raw -20406.059998 + Penalty 1705.282823 = -18700.777174
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 86 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9168.390000 sec): 2 clusters
  Score: Raw -9825.349920 + Penalty 765.298658 = -9060.051262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9168.390000 sec): 3 clusters
  Score: Raw -10070.642146 + Penalty 1530.597315 = -8540.044831
  nChanged 8
		SP:Iteration 1F (9168.390000 sec): 3 clusters
  Score: Raw -10130.372480 + Penalty 1530.597315 = -8599.775164
  nChanged 1
		SP:Iteration 2Q (9168.390000 sec): 3 clusters
  Score: Raw -10138.215838 + Penalty 1530.597315 = -8607.618522
  nChanged 1
		SP:Iteration 3Q (9168.390000 sec): 3 clusters
  Score: Raw -10142.113655 + Penalty 1530.597315 = -8611.516339
  nChanged 1
		SP:Iteration 4Q (9168.390000 sec): 3 clusters
  Score: Raw -10145.310620 + Penalty 1530.597315 = -8614.713305
  nChanged 0
		SP:Iteration 5F (9168.390000 sec): 3 clusters
  Score: Raw -10145.310620 + Penalty 1530.597315 = -8614.713305
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 87 (11243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9168.420000 sec): 2 clusters
  Score: Raw -1299814.809682 + Penalty 1515.718911 = -1298299.090771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9168.460000 sec): 3 clusters
  Score: Raw -1293353.611634 + Penalty 3031.437822 = -1290322.173812
  nChanged 4904
		SP:Iteration 1F (9168.480000 sec): 3 clusters
  Score: Raw -1295981.172187 + Penalty 3031.437822 = -1292949.734364
  nChanged 734
		SP:Iteration 2F (9168.510000 sec): 3 clusters
  Score: Raw -1296316.747179 + Penalty 3031.437822 = -1293285.309356
  nChanged 640
		SP:Iteration 3F (9168.540000 sec): 3 clusters
  Score: Raw -1296611.303392 + Penalty 3031.437822 = -1293579.865569
  nChanged 604
		SP:Iteration 4F (9168.570000 sec): 3 clusters
  Score: Raw -1296909.000491 + Penalty 3031.437822 = -1293877.562669
  nChanged 558
		SP:Iteration 5Q (9168.600000 sec): 3 clusters
  Score: Raw -1297181.955507 + Penalty 3031.437822 = -1294150.517684
  nChanged 521
		SP:Iteration 6Q (9168.620000 sec): 3 clusters
  Score: Raw -1297469.229362 + Penalty 3031.437822 = -1294437.791540
  nChanged 528
		SP:Iteration 7Q (9168.650000 sec): 3 clusters
  Score: Raw -1297755.546597 + Penalty 3031.437822 = -1294724.108775
  nChanged 475
		SP:Iteration 8Q (9168.680000 sec): 3 clusters
  Score: Raw -1298019.971705 + Penalty 3031.437822 = -1294988.533883
  nChanged 430
		SP:Iteration 9Q (9168.710000 sec): 3 clusters
  Score: Raw -1298293.661407 + Penalty 3031.437822 = -1295262.223585
  nChanged 395
		SP:Iteration 10Q (9168.740000 sec): 3 clusters
  Score: Raw -1298567.607957 + Penalty 3031.437822 = -1295536.170135
  nChanged 361
		SP:Iteration 11Q (9168.760000 sec): 3 clusters
  Score: Raw -1298839.673999 + Penalty 3031.437822 = -1295808.236177
  nChanged 326
		SP:Iteration 12Q (9168.790000 sec): 3 clusters
  Score: Raw -1299081.850797 + Penalty 3031.437822 = -1296050.412975
  nChanged 271
		SP:Iteration 13Q (9168.820000 sec): 3 clusters
  Score: Raw -1299273.090923 + Penalty 3031.437822 = -1296241.653101
  nChanged 223
		SP:Iteration 14Q (9168.840000 sec): 3 clusters
  Score: Raw -1299415.587395 + Penalty 3031.437822 = -1296384.149573
  nChanged 184
		SP:Iteration 15Q (9168.870000 sec): 3 clusters
  Score: Raw -1299523.856017 + Penalty 3031.437822 = -1296492.418194
  nChanged 118
		SP:Iteration 16Q (9168.900000 sec): 3 clusters
  Score: Raw -1299592.881024 + Penalty 3031.437822 = -1296561.443202
  nChanged 92
		SP:Iteration 17Q (9168.920000 sec): 3 clusters
  Score: Raw -1299636.195532 + Penalty 3031.437822 = -1296604.757709
  nChanged 92
		SP:Iteration 18Q (9168.940000 sec): 3 clusters
  Score: Raw -1299675.275466 + Penalty 3031.437822 = -1296643.837643
  nChanged 71
		SP:Iteration 19Q (9168.970000 sec): 3 clusters
  Score: Raw -1299702.162321 + Penalty 3031.437822 = -1296670.724499
  nChanged 61
		SP:Iteration 20F (9169.000000 sec): 3 clusters
  Score: Raw -1299720.574187 + Penalty 3031.437822 = -1296689.136364
  nChanged 43
		SP:Iteration 21Q (9169.020000 sec): 3 clusters
  Score: Raw -1299735.347999 + Penalty 3031.437822 = -1296703.910176
  nChanged 41
		SP:Iteration 22Q (9169.040000 sec): 3 clusters
  Score: Raw -1299747.946621 + Penalty 3031.437822 = -1296716.508799
  nChanged 41
		SP:Iteration 23Q (9169.060000 sec): 3 clusters
  Score: Raw -1299761.728883 + Penalty 3031.437822 = -1296730.291061
  nChanged 40
		SP:Iteration 24Q (9169.090000 sec): 3 clusters
  Score: Raw -1299774.302485 + Penalty 3031.437822 = -1296742.864663
  nChanged 35
		SP:Iteration 25Q (9169.110000 sec): 3 clusters
  Score: Raw -1299783.683495 + Penalty 3031.437822 = -1296752.245672
  nChanged 15
		SP:Iteration 26Q (9169.130000 sec): 3 clusters
  Score: Raw -1299786.414577 + Penalty 3031.437822 = -1296754.976755
  nChanged 17
		SP:Iteration 27Q (9169.150000 sec): 3 clusters
  Score: Raw -1299790.392821 + Penalty 3031.437822 = -1296758.954999
  nChanged 13
		SP:Iteration 28Q (9169.180000 sec): 3 clusters
  Score: Raw -1299792.387392 + Penalty 3031.437822 = -1296760.949570
  nChanged 5
		SP:Iteration 29Q (9169.200000 sec): 3 clusters
  Score: Raw -1299792.864910 + Penalty 3031.437822 = -1296761.427088
  nChanged 3
		SP:Iteration 30Q (9169.220000 sec): 3 clusters
  Score: Raw -1299793.352000 + Penalty 3031.437822 = -1296761.914177
  nChanged 4
		SP:Iteration 31Q (9169.240000 sec): 3 clusters
  Score: Raw -1299794.332548 + Penalty 3031.437822 = -1296762.894726
  nChanged 5
		SP:Iteration 32Q (9169.270000 sec): 3 clusters
  Score: Raw -1299795.447930 + Penalty 3031.437822 = -1296764.010107
  nChanged 5
		SP:Iteration 33Q (9169.290000 sec): 3 clusters
  Score: Raw -1299796.238556 + Penalty 3031.437822 = -1296764.800734
  nChanged 3
		SP:Iteration 34Q (9169.310000 sec): 3 clusters
  Score: Raw -1299796.838927 + Penalty 3031.437822 = -1296765.401104
  nChanged 5
		SP:Iteration 35Q (9169.330000 sec): 3 clusters
  Score: Raw -1299798.211385 + Penalty 3031.437822 = -1296766.773563
  nChanged 6
		SP:Iteration 36Q (9169.360000 sec): 3 clusters
  Score: Raw -1299799.200169 + Penalty 3031.437822 = -1296767.762347
  nChanged 6
		SP:Iteration 37Q (9169.380000 sec): 3 clusters
  Score: Raw -1299800.466154 + Penalty 3031.437822 = -1296769.028332
  nChanged 4
		SP:Iteration 38Q (9169.400000 sec): 3 clusters
  Score: Raw -1299801.395428 + Penalty 3031.437822 = -1296769.957606
  nChanged 7
		SP:Iteration 39Q (9169.420000 sec): 3 clusters
  Score: Raw -1299802.656149 + Penalty 3031.437822 = -1296771.218327
  nChanged 4
		SP:Iteration 40F (9169.450000 sec): 3 clusters
  Score: Raw -1299803.096595 + Penalty 3031.437822 = -1296771.658773
  nChanged 1
		SP:Iteration 41Q (9169.470000 sec): 3 clusters
  Score: Raw -1299803.197003 + Penalty 3031.437822 = -1296771.759181
  nChanged 0
		SP:Iteration 42F (9169.500000 sec): 3 clusters
  Score: Raw -1299803.197003 + Penalty 3031.437822 = -1296771.759181
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 88 (582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.510000 sec): 2 clusters
  Score: Raw -59954.885835 + Penalty 1034.551448 = -58920.334387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.520000 sec): 3 clusters
  Score: Raw -59859.338127 + Penalty 2069.102896 = -57790.235232
  nChanged 148
		SP:Iteration 1F (9169.520000 sec): 3 clusters
  Score: Raw -60062.609841 + Penalty 2069.102896 = -57993.506946
  nChanged 34
		SP:Iteration 2F (9169.520000 sec): 3 clusters
  Score: Raw -60121.846711 + Penalty 2069.102896 = -58052.743815
  nChanged 14
		SP:Iteration 3Q (9169.520000 sec): 3 clusters
  Score: Raw -60145.320458 + Penalty 2069.102896 = -58076.217563
  nChanged 15
		SP:Iteration 4Q (9169.520000 sec): 3 clusters
  Score: Raw -60164.131948 + Penalty 2069.102896 = -58095.029053
  nChanged 6
		SP:Iteration 5Q (9169.520000 sec): 3 clusters
  Score: Raw -60171.878559 + Penalty 2069.102896 = -58102.775664
  nChanged 2
		SP:Iteration 6Q (9169.520000 sec): 3 clusters
  Score: Raw -60182.328600 + Penalty 2069.102896 = -58113.225705
  nChanged 5
		SP:Iteration 7Q (9169.520000 sec): 3 clusters
  Score: Raw -60190.414439 + Penalty 2069.102896 = -58121.311543
  nChanged 5
		SP:Iteration 8Q (9169.520000 sec): 3 clusters
  Score: Raw -60195.345057 + Penalty 2069.102896 = -58126.242162
  nChanged 5
		SP:Iteration 9Q (9169.530000 sec): 3 clusters
  Score: Raw -60201.819236 + Penalty 2069.102896 = -58132.716340
  nChanged 1
		SP:Iteration 10Q (9169.530000 sec): 3 clusters
  Score: Raw -60204.463502 + Penalty 2069.102896 = -58135.360606
  nChanged 2
		SP:Iteration 11Q (9169.530000 sec): 3 clusters
  Score: Raw -60210.068063 + Penalty 2069.102896 = -58140.965167
  nChanged 4
		SP:Iteration 12Q (9169.530000 sec): 3 clusters
  Score: Raw -60217.428975 + Penalty 2069.102896 = -58148.326080
  nChanged 2
		SP:Iteration 13Q (9169.530000 sec): 3 clusters
  Score: Raw -60223.439421 + Penalty 2069.102896 = -58154.336526
  nChanged 4
		SP:Iteration 14Q (9169.540000 sec): 3 clusters
  Score: Raw -60227.234710 + Penalty 2069.102896 = -58158.131815
  nChanged 1
		SP:Iteration 15Q (9169.540000 sec): 3 clusters
  Score: Raw -60228.921585 + Penalty 2069.102896 = -58159.818689
  nChanged 0
		SP:Iteration 16F (9169.540000 sec): 3 clusters
  Score: Raw -60228.921585 + Penalty 2069.102896 = -58159.818689
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 89 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.540000 sec): 2 clusters
  Score: Raw -30622.521789 + Penalty 926.864652 = -29695.657137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.540000 sec): 3 clusters
  Score: Raw -30692.351354 + Penalty 1853.729304 = -28838.622049
  nChanged 57
		SP:Iteration 1F (9169.540000 sec): 3 clusters
  Score: Raw -30897.280287 + Penalty 1853.729304 = -29043.550983
  nChanged 20
		SP:Iteration 2F (9169.540000 sec): 3 clusters
  Score: Raw -31009.833507 + Penalty 1853.729304 = -29156.104203
  nChanged 9
		SP:Iteration 3Q (9169.540000 sec): 3 clusters
  Score: Raw -31054.385266 + Penalty 1853.729304 = -29200.655962
  nChanged 3
		SP:Iteration 4Q (9169.550000 sec): 3 clusters
  Score: Raw -31062.162791 + Penalty 1853.729304 = -29208.433487
  nChanged 3
		SP:Iteration 5Q (9169.550000 sec): 3 clusters
  Score: Raw -31072.974991 + Penalty 1853.729304 = -29219.245687
  nChanged 2
		SP:Iteration 6Q (9169.550000 sec): 3 clusters
  Score: Raw -31085.384543 + Penalty 1853.729304 = -29231.655239
  nChanged 1
		SP:Iteration 7Q (9169.550000 sec): 3 clusters
  Score: Raw -31089.513163 + Penalty 1853.729304 = -29235.783858
  nChanged 0
		SP:Iteration 8F (9169.550000 sec): 3 clusters
  Score: Raw -31089.513163 + Penalty 1853.729304 = -29235.783858
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 90 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.550000 sec): 2 clusters
  Score: Raw -20193.111865 + Penalty 873.482741 = -19319.629124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.560000 sec): 3 clusters
  Score: Raw -20265.405337 + Penalty 1746.965482 = -18518.439855
  nChanged 32
		SP:Iteration 1F (9169.560000 sec): 3 clusters
  Score: Raw -20403.978884 + Penalty 1746.965482 = -18657.013402
  nChanged 13
		SP:Iteration 2F (9169.560000 sec): 3 clusters
  Score: Raw -20467.362152 + Penalty 1746.965482 = -18720.396669
  nChanged 5
		SP:Iteration 3Q (9169.560000 sec): 3 clusters
  Score: Raw -20496.506661 + Penalty 1746.965482 = -18749.541178
  nChanged 7
		SP:Iteration 4Q (9169.560000 sec): 3 clusters
  Score: Raw -20550.259608 + Penalty 1746.965482 = -18803.294126
  nChanged 8
		SP:Iteration 5Q (9169.560000 sec): 3 clusters
  Score: Raw -20607.895241 + Penalty 1746.965482 = -18860.929758
  nChanged 9
		SP:Iteration 6Q (9169.560000 sec): 3 clusters
  Score: Raw -20666.188902 + Penalty 1746.965482 = -18919.223420
  nChanged 4
		SP:Iteration 7Q (9169.560000 sec): 3 clusters
  Score: Raw -20695.938956 + Penalty 1746.965482 = -18948.973473
  nChanged 1
		SP:Iteration 8Q (9169.560000 sec): 3 clusters
  Score: Raw -20704.791729 + Penalty 1746.965482 = -18957.826247
  nChanged 2
		SP:Iteration 9Q (9169.560000 sec): 3 clusters
  Score: Raw -20722.572621 + Penalty 1746.965482 = -18975.607138
  nChanged 1
		SP:Iteration 10Q (9169.560000 sec): 3 clusters
  Score: Raw -20733.848540 + Penalty 1746.965482 = -18986.883058
  nChanged 1
		SP:Iteration 11Q (9169.560000 sec): 3 clusters
  Score: Raw -20757.617543 + Penalty 1746.965482 = -19010.652060
  nChanged 0
		SP:Iteration 12F (9169.560000 sec): 3 clusters
  Score: Raw -20757.617543 + Penalty 1746.965482 = -19010.652060
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 91 (409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.560000 sec): 2 clusters
  Score: Raw -41833.328297 + Penalty 977.228713 = -40856.099584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.570000 sec): 3 clusters
  Score: Raw -41842.168618 + Penalty 1954.457426 = -39887.711192
  nChanged 106
		SP:Iteration 1F (9169.570000 sec): 3 clusters
  Score: Raw -42091.317434 + Penalty 1954.457426 = -40136.860008
  nChanged 27
		SP:Iteration 2F (9169.570000 sec): 3 clusters
  Score: Raw -42174.253103 + Penalty 1954.457426 = -40219.795678
  nChanged 16
		SP:Iteration 3Q (9169.570000 sec): 3 clusters
  Score: Raw -42216.046007 + Penalty 1954.457426 = -40261.588581
  nChanged 13
		SP:Iteration 4Q (9169.570000 sec): 3 clusters
  Score: Raw -42250.607937 + Penalty 1954.457426 = -40296.150511
  nChanged 9
		SP:Iteration 5Q (9169.570000 sec): 3 clusters
  Score: Raw -42279.760058 + Penalty 1954.457426 = -40325.302632
  nChanged 6
		SP:Iteration 6Q (9169.570000 sec): 3 clusters
  Score: Raw -42302.062991 + Penalty 1954.457426 = -40347.605566
  nChanged 7
		SP:Iteration 7Q (9169.570000 sec): 3 clusters
  Score: Raw -42334.624679 + Penalty 1954.457426 = -40380.167254
  nChanged 5
		SP:Iteration 8Q (9169.580000 sec): 3 clusters
  Score: Raw -42346.931428 + Penalty 1954.457426 = -40392.474002
  nChanged 2
		SP:Iteration 9Q (9169.580000 sec): 3 clusters
  Score: Raw -42353.387785 + Penalty 1954.457426 = -40398.930359
  nChanged 1
		SP:Iteration 10Q (9169.580000 sec): 3 clusters
  Score: Raw -42355.851727 + Penalty 1954.457426 = -40401.394301
  nChanged 2
		SP:Iteration 11Q (9169.580000 sec): 3 clusters
  Score: Raw -42358.923802 + Penalty 1954.457426 = -40404.466376
  nChanged 1
		SP:Iteration 12Q (9169.580000 sec): 3 clusters
  Score: Raw -42360.997480 + Penalty 1954.457426 = -40406.540054
  nChanged 0
		SP:Iteration 13F (9169.580000 sec): 3 clusters
  Score: Raw -42360.997480 + Penalty 1954.457426 = -40406.540054
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 92 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.580000 sec): 2 clusters
  Score: Raw -22996.981586 + Penalty 887.872668 = -22109.108917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.580000 sec): 3 clusters
  Score: Raw -23107.552743 + Penalty 1775.745337 = -21331.807407
  nChanged 38
		SP:Iteration 1F (9169.580000 sec): 3 clusters
  Score: Raw -23309.263116 + Penalty 1775.745337 = -21533.517779
  nChanged 17
		SP:Iteration 2F (9169.580000 sec): 3 clusters
  Score: Raw -23438.143085 + Penalty 1775.745337 = -21662.397748
  nChanged 7
		SP:Iteration 3Q (9169.590000 sec): 3 clusters
  Score: Raw -23494.545118 + Penalty 1775.745337 = -21718.799781
  nChanged 6
		SP:Iteration 4Q (9169.590000 sec): 3 clusters
  Score: Raw -23519.546222 + Penalty 1775.745337 = -21743.800886
  nChanged 3
		SP:Iteration 5Q (9169.590000 sec): 3 clusters
  Score: Raw -23550.890989 + Penalty 1775.745337 = -21775.145653
  nChanged 2
		SP:Iteration 6Q (9169.590000 sec): 3 clusters
  Score: Raw -23561.952587 + Penalty 1775.745337 = -21786.207251
  nChanged 1
		SP:Iteration 7Q (9169.590000 sec): 3 clusters
  Score: Raw -23576.757351 + Penalty 1775.745337 = -21801.012014
  nChanged 2
		SP:Iteration 8Q (9169.590000 sec): 3 clusters
  Score: Raw -23581.417342 + Penalty 1775.745337 = -21805.672006
  nChanged 1
		SP:Iteration 9Q (9169.590000 sec): 3 clusters
  Score: Raw -23585.492676 + Penalty 1775.745337 = -21809.747339
  nChanged 2
		SP:Iteration 10Q (9169.590000 sec): 3 clusters
  Score: Raw -23593.617179 + Penalty 1775.745337 = -21817.871842
  nChanged 3
		SP:Iteration 11Q (9169.590000 sec): 3 clusters
  Score: Raw -23604.239444 + Penalty 1775.745337 = -21828.494107
  nChanged 1
		SP:Iteration 12Q (9169.590000 sec): 3 clusters
  Score: Raw -23607.638684 + Penalty 1775.745337 = -21831.893348
  nChanged 1
		SP:Iteration 13Q (9169.590000 sec): 3 clusters
  Score: Raw -23610.854895 + Penalty 1775.745337 = -21835.109559
  nChanged 1
		SP:Iteration 14Q (9169.590000 sec): 3 clusters
  Score: Raw -23618.214858 + Penalty 1775.745337 = -21842.469522
  nChanged 0
		SP:Iteration 15F (9169.590000 sec): 3 clusters
  Score: Raw -23618.214858 + Penalty 1775.745337 = -21842.469522
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 93 (764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.600000 sec): 2 clusters
  Score: Raw -88017.466529 + Penalty 1078.767266 = -86938.699263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.600000 sec): 3 clusters
  Score: Raw -87829.596276 + Penalty 2157.534531 = -85672.061745
  nChanged 203
		SP:Iteration 1F (9169.600000 sec): 3 clusters
  Score: Raw -88052.009332 + Penalty 2157.534531 = -85894.474801
  nChanged 41
		SP:Iteration 2F (9169.600000 sec): 3 clusters
  Score: Raw -88101.777433 + Penalty 2157.534531 = -85944.242901
  nChanged 19
		SP:Iteration 3Q (9169.610000 sec): 3 clusters
  Score: Raw -88127.279326 + Penalty 2157.534531 = -85969.744794
  nChanged 17
		SP:Iteration 4Q (9169.610000 sec): 3 clusters
  Score: Raw -88148.540665 + Penalty 2157.534531 = -85991.006133
  nChanged 4
		SP:Iteration 5Q (9169.610000 sec): 3 clusters
  Score: Raw -88153.359139 + Penalty 2157.534531 = -85995.824608
  nChanged 3
		SP:Iteration 6Q (9169.610000 sec): 3 clusters
  Score: Raw -88156.712870 + Penalty 2157.534531 = -85999.178338
  nChanged 1
		SP:Iteration 7Q (9169.610000 sec): 3 clusters
  Score: Raw -88157.433305 + Penalty 2157.534531 = -85999.898773
  nChanged 1
		SP:Iteration 8Q (9169.620000 sec): 3 clusters
  Score: Raw -88160.172611 + Penalty 2157.534531 = -86002.638079
  nChanged 1
		SP:Iteration 9Q (9169.620000 sec): 3 clusters
  Score: Raw -88161.967068 + Penalty 2157.534531 = -86004.432536
  nChanged 2
		SP:Iteration 10Q (9169.620000 sec): 3 clusters
  Score: Raw -88163.952264 + Penalty 2157.534531 = -86006.417733
  nChanged 0
		SP:Iteration 11F (9169.620000 sec): 3 clusters
  Score: Raw -88163.952264 + Penalty 2157.534531 = -86006.417733
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 94 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.620000 sec): 2 clusters
  Score: Raw -22616.882277 + Penalty 877.201439 = -21739.680838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.630000 sec): 3 clusters
  Score: Raw -22679.669266 + Penalty 1754.402878 = -20925.266388
  nChanged 24
		SP:Iteration 1F (9169.630000 sec): 3 clusters
  Score: Raw -22753.677557 + Penalty 1754.402878 = -20999.274679
  nChanged 7
		SP:Iteration 2Q (9169.630000 sec): 3 clusters
  Score: Raw -22784.738949 + Penalty 1754.402878 = -21030.336071
  nChanged 5
		SP:Iteration 3Q (9169.630000 sec): 3 clusters
  Score: Raw -22802.713741 + Penalty 1754.402878 = -21048.310863
  nChanged 4
		SP:Iteration 4Q (9169.630000 sec): 3 clusters
  Score: Raw -22811.926032 + Penalty 1754.402878 = -21057.523154
  nChanged 2
		SP:Iteration 5Q (9169.630000 sec): 3 clusters
  Score: Raw -22822.222057 + Penalty 1754.402878 = -21067.819179
  nChanged 2
		SP:Iteration 6Q (9169.630000 sec): 3 clusters
  Score: Raw -22830.834752 + Penalty 1754.402878 = -21076.431874
  nChanged 2
		SP:Iteration 7Q (9169.630000 sec): 3 clusters
  Score: Raw -22840.199003 + Penalty 1754.402878 = -21085.796125
  nChanged 3
		SP:Iteration 8Q (9169.630000 sec): 3 clusters
  Score: Raw -22856.559808 + Penalty 1754.402878 = -21102.156930
  nChanged 1
		SP:Iteration 9Q (9169.630000 sec): 3 clusters
  Score: Raw -22860.102779 + Penalty 1754.402878 = -21105.699901
  nChanged 0
		SP:Iteration 10F (9169.630000 sec): 3 clusters
  Score: Raw -22860.102779 + Penalty 1754.402878 = -21105.699901
  nChanged 0
Memory request: 0.00 GB would take us to total of 14.07 GB.

 Trying to split cluster 95 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9169.640000 sec): 2 clusters
  Score: Raw -49258.563377 + Penalty 1002.221430 = -48256.341947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9169.640000 sec): 3 clusters
  Score: Raw -49199.175977 + Penalty 2004.442860 = -47194.733118
  nChanged 117
		SP:Iteration 1F (9169.640000 sec): 3 clusters
  Score: Raw -49434.361855 + Penalty 2004.442860 = -47429.918996
  nChanged 42
		SP:Iteration 2F (9169.640000 sec): 3 clusters
  Score: Raw -49568.075833 + Penalty 2004.442860 = -47563.632973
  nChanged 27
		SP:Iteration 3F (9169.640000 sec): 3 clusters
  Score: Raw -49677.873385 + Penalty 2004.442860 = -47673.430525
  nChanged 20
		SP:Iteration 4Q (9169.640000 sec): 3 clusters
  Score: Raw -49779.615451 + Penalty 2004.442860 = -47775.172592
  nChanged 15
		SP:Iteration 5Q (9169.640000 sec): 3 clusters
  Score: Raw -49846.244337 + Penalty 2004.442860 = -47841.801477
  nChanged 15
		SP:Iteration 6Q (9169.640000 sec): 3 clusters
  Score: Raw -49906.897679 + Penalty 2004.442860 = -47902.454819
  nChanged 14
		SP:Iteration 7Q (9169.650000 sec): 3 clusters
  Score: Raw -49966.338989 + Penalty 2004.442860 = -47961.896130
  nChanged 9
		SP:Iteration 8Q (9169.650000 sec): 3 clusters
  Score: Raw -50010.672792 + Penalty 2004.442860 = -48006.229933
  nChanged 2
		SP:Iteration 9Q (9169.650000 sec): 3 clusters
  Score: Raw -50015.980888 + Penalty 2004.442860 = -48011.538029
  nChanged 1
		SP:Iteration 10Q (9169.650000 sec): 3 clusters
  Score: Raw -50017.201164 + Penalty 2004.442860 = -48012.758304
  nChanged 0
		SP:Iteration 11F (9169.650000 sec): 3 clusters
  Score: Raw -50017.982418 + Penalty 2004.442860 = -48013.539559
  nChanged 1
		SP:Iteration 12Q (9169.650000 sec): 3 clusters
  Score: Raw -50025.422221 + Penalty 2004.442860 = -48020.979362
  nChanged 1
		SP:Iteration 13Q (9169.650000 sec): 3 clusters
  Score: Raw -50032.783401 + Penalty 2004.442860 = -48028.340541
  nChanged 2
		SP:Iteration 14Q (9169.650000 sec): 3 clusters
  Score: Raw -50036.303067 + Penalty 2004.442860 = -48031.860208
  nChanged 2
		SP:Iteration 15Q (9169.660000 sec): 3 clusters
  Score: Raw -50041.328139 + Penalty 2004.442860 = -48036.885279
  nChanged 1
		SP:Iteration 16Q (9169.660000 sec): 3 clusters
  Score: Raw -50042.808650 + Penalty 2004.442860 = -48038.365790
  nChanged 0
		SP:Iteration 17F (9169.660000 sec): 3 clusters
  Score: Raw -50042.808650 + Penalty 2004.442860 = -48038.365790
  nChanged 0
------ Evaluating fit on full set of 4659843 points ------
  Score: Raw -522377658.154861 + Penalty 237034.975106 = -522140623.179755
Time taken for this iteration:9607.590000 seconds.
 20->96 Clusters: Score -522140623.179755, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 3.48 GB would take us to total of 13.94 GB.
------ Running on subset of 1553281 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 9 (2656 points): Lose 184.730583 but Gain 2316.580504
Iteration 0F (9682.840000 sec): 20 clusters
  Score: Raw -157866841.030017 + Penalty 44015.029580 = -157822826.000437
  nChanged 1474441
Iteration 1F (9710.350000 sec): 20 clusters
  Score: Raw -167500132.398521 + Penalty 44015.029580 = -167456117.368941
  nChanged 651243
Iteration 2F (9737.790000 sec): 20 clusters
  Score: Raw -169830829.320072 + Penalty 44015.029580 = -169786814.290492
  nChanged 378524
Iteration 3F (9765.250000 sec): 20 clusters
  Score: Raw -171082501.368760 + Penalty 44015.029580 = -171038486.339180
  nChanged 219128
Iteration 4F (9792.620000 sec): 20 clusters
  Score: Raw -171596535.341771 + Penalty 44015.029580 = -171552520.312191
  nChanged 147288
Iteration 5F (9820.060000 sec): 20 clusters
  Score: Raw -171878872.926645 + Penalty 44015.029580 = -171834857.897065
  nChanged 113225
Iteration 6F (9847.520000 sec): 20 clusters
  Score: Raw -172080143.581559 + Penalty 44015.029580 = -172036128.551979
  nChanged 93645
Iteration 7F (9874.980000 sec): 20 clusters
  Score: Raw -172239135.242716 + Penalty 44015.029580 = -172195120.213136
  nChanged 82020
Iteration 8F (9902.460000 sec): 20 clusters
  Score: Raw -172362916.097118 + Penalty 44015.029580 = -172318901.067538
  nChanged 69763
Iteration 9Q (9910.610000 sec): 20 clusters
  Score: Raw -172457782.774210 + Penalty 44015.029580 = -172413767.744631
  nChanged 60626
Iteration 10Q (9918.520000 sec): 20 clusters
  Score: Raw -172530670.910282 + Penalty 44015.029580 = -172486655.880702
  nChanged 54706
Iteration 11Q (9926.160000 sec): 20 clusters
  Score: Raw -172584108.903282 + Penalty 44015.029580 = -172540093.873702
  nChanged 52735
Iteration 12Q (9933.700000 sec): 20 clusters
  Score: Raw -172629374.211396 + Penalty 44015.029580 = -172585359.181816
  nChanged 56123
Iteration 13Q (9941.270000 sec): 20 clusters
  Score: Raw -172679553.389524 + Penalty 44015.029580 = -172635538.359944
  nChanged 62404
Iteration 14Q (9948.880000 sec): 20 clusters
  Score: Raw -172743035.455626 + Penalty 44015.029580 = -172699020.426047
  nChanged 63313
Iteration 15Q (9956.450000 sec): 20 clusters
  Score: Raw -172812521.511148 + Penalty 44015.029580 = -172768506.481568
  nChanged 54056
Iteration 16Q (9963.820000 sec): 20 clusters
  Score: Raw -172866178.302588 + Penalty 44015.029580 = -172822163.273008
  nChanged 41245
Iteration 17Q (9970.910000 sec): 20 clusters
  Score: Raw -172895385.996792 + Penalty 44015.029580 = -172851370.967212
  nChanged 31080
Iteration 18Q (9977.780000 sec): 20 clusters
  Score: Raw -172909420.597130 + Penalty 44015.029580 = -172865405.567550
  nChanged 24228
Iteration 19Q (9984.530000 sec): 20 clusters
  Score: Raw -172917558.889460 + Penalty 44015.029580 = -172873543.859880
  nChanged 19690
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -172917558.889460 + Penalty 44015.029580 = -172873543.859880
Memory request: 0.01 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (3826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9984.760000 sec): 2 clusters
  Score: Raw -372310.006529 + Penalty 1340.555962 = -370969.450567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9984.770000 sec): 3 clusters
  Score: Raw -371114.407399 + Penalty 2681.111924 = -368433.295476
  nChanged 1623
		SP:Iteration 1F (9984.780000 sec): 3 clusters
  Score: Raw -376467.372310 + Penalty 2681.111924 = -373786.260386
  nChanged 680
		SP:Iteration 2F (9984.790000 sec): 3 clusters
  Score: Raw -379141.790616 + Penalty 2681.111924 = -376460.678692
  nChanged 355
		SP:Iteration 3F (9984.800000 sec): 3 clusters
  Score: Raw -380950.771873 + Penalty 2681.111924 = -378269.659950
  nChanged 174
		SP:Iteration 4Q (9984.810000 sec): 3 clusters
  Score: Raw -381974.637621 + Penalty 2681.111924 = -379293.525697
  nChanged 170
		SP:Iteration 5Q (9984.810000 sec): 3 clusters
  Score: Raw -382874.362719 + Penalty 2681.111924 = -380193.250795
  nChanged 179
		SP:Iteration 6Q (9984.820000 sec): 3 clusters
  Score: Raw -383795.609149 + Penalty 2681.111924 = -381114.497225
  nChanged 170
		SP:Iteration 7Q (9984.830000 sec): 3 clusters
  Score: Raw -384590.461910 + Penalty 2681.111924 = -381909.349986
  nChanged 152
		SP:Iteration 8Q (9984.840000 sec): 3 clusters
  Score: Raw -385360.037141 + Penalty 2681.111924 = -382678.925218
  nChanged 124
		SP:Iteration 9Q (9984.840000 sec): 3 clusters
  Score: Raw -386224.568699 + Penalty 2681.111924 = -383543.456775
  nChanged 86
		SP:Iteration 10Q (9984.850000 sec): 3 clusters
  Score: Raw -387068.306288 + Penalty 2681.111924 = -384387.194365
  nChanged 44
		SP:Iteration 11Q (9984.860000 sec): 3 clusters
  Score: Raw -388224.363728 + Penalty 2681.111924 = -385543.251804
  nChanged 22
		SP:Iteration 12Q (9984.860000 sec): 3 clusters
  Score: Raw -388729.721448 + Penalty 2681.111924 = -386048.609524
  nChanged 5
		SP:Iteration 13Q (9984.870000 sec): 3 clusters
  Score: Raw -388738.764797 + Penalty 2681.111924 = -386057.652873
  nChanged 1
		SP:Iteration 14Q (9984.880000 sec): 3 clusters
  Score: Raw -388739.339187 + Penalty 2681.111924 = -386058.227263
  nChanged 0
		SP:Iteration 15F (9984.890000 sec): 3 clusters
  Score: Raw -388754.956523 + Penalty 2681.111924 = -386073.844599
  nChanged 2
		SP:Iteration 16Q (9984.890000 sec): 3 clusters
  Score: Raw -388763.320448 + Penalty 2681.111924 = -386082.208524
  nChanged 2
		SP:Iteration 17Q (9984.900000 sec): 3 clusters
  Score: Raw -388768.602231 + Penalty 2681.111924 = -386087.490307
  nChanged 0
		SP:Iteration 18F (9984.910000 sec): 3 clusters
  Score: Raw -388768.602231 + Penalty 2681.111924 = -386087.490307
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (50136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9985.170000 sec): 2 clusters
  Score: Raw -5506679.828220 + Penalty 1758.655371 = -5504921.172849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9985.310000 sec): 3 clusters
  Score: Raw -5474905.649608 + Penalty 3517.310742 = -5471388.338866
  nChanged 23525
		SP:Iteration 1F (9985.450000 sec): 3 clusters
  Score: Raw -5491404.070050 + Penalty 3517.310742 = -5487886.759308
  nChanged 4821
		SP:Iteration 2F (9985.580000 sec): 3 clusters
  Score: Raw -5499079.329507 + Penalty 3517.310742 = -5495562.018765
  nChanged 6042
		SP:Iteration 3F (9985.710000 sec): 3 clusters
  Score: Raw -5511949.665266 + Penalty 3517.310742 = -5508432.354524
  nChanged 5799
		SP:Iteration 4F (9985.850000 sec): 3 clusters
  Score: Raw -5522853.163064 + Penalty 3517.310742 = -5519335.852322
  nChanged 5274
		SP:Iteration 5F (9985.980000 sec): 3 clusters
  Score: Raw -5531952.335039 + Penalty 3517.310742 = -5528435.024297
  nChanged 4474
		SP:Iteration 6F (9986.110000 sec): 3 clusters
  Score: Raw -5539809.664282 + Penalty 3517.310742 = -5536292.353540
  nChanged 2906
		SP:Iteration 7F (9986.250000 sec): 3 clusters
  Score: Raw -5544216.755612 + Penalty 3517.310742 = -5540699.444869
  nChanged 1956
		SP:Iteration 8Q (9986.360000 sec): 3 clusters
  Score: Raw -5548258.063750 + Penalty 3517.310742 = -5544740.753008
  nChanged 1201
		SP:Iteration 9Q (9986.460000 sec): 3 clusters
  Score: Raw -5552286.037481 + Penalty 3517.310742 = -5548768.726738
  nChanged 483
		SP:Iteration 10Q (9986.550000 sec): 3 clusters
  Score: Raw -5553293.480512 + Penalty 3517.310742 = -5549776.169769
  nChanged 196
		SP:Iteration 11Q (9986.650000 sec): 3 clusters
  Score: Raw -5553416.845822 + Penalty 3517.310742 = -5549899.535080
  nChanged 108
		SP:Iteration 12Q (9986.750000 sec): 3 clusters
  Score: Raw -5553447.698243 + Penalty 3517.310742 = -5549930.387501
  nChanged 71
		SP:Iteration 13Q (9986.850000 sec): 3 clusters
  Score: Raw -5553460.883023 + Penalty 3517.310742 = -5549943.572281
  nChanged 40
		SP:Iteration 14Q (9986.950000 sec): 3 clusters
  Score: Raw -5553466.595365 + Penalty 3517.310742 = -5549949.284622
  nChanged 25
		SP:Iteration 15Q (9987.050000 sec): 3 clusters
  Score: Raw -5553469.087821 + Penalty 3517.310742 = -5549951.777079
  nChanged 13
		SP:Iteration 16Q (9987.140000 sec): 3 clusters
  Score: Raw -5553469.862284 + Penalty 3517.310742 = -5549952.551542
  nChanged 13
		SP:Iteration 17Q (9987.240000 sec): 3 clusters
  Score: Raw -5553470.577272 + Penalty 3517.310742 = -5549953.266529
  nChanged 2
		SP:Iteration 18Q (9987.330000 sec): 3 clusters
  Score: Raw -5553470.650908 + Penalty 3517.310742 = -5549953.340165
  nChanged 0
		SP:Iteration 19F (9987.470000 sec): 3 clusters
  Score: Raw -5553470.650908 + Penalty 3517.310742 = -5549953.340165
  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 13.94 GB.

 Trying to split cluster 3 (42827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9987.590000 sec): 2 clusters
  Score: Raw -4573732.727204 + Penalty 1733.050154 = -4571999.677050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9987.710000 sec): 3 clusters
  Score: Raw -4547183.762863 + Penalty 3466.100308 = -4543717.662556
  nChanged 20117
		SP:Iteration 1F (9987.820000 sec): 3 clusters
  Score: Raw -4562085.433896 + Penalty 3466.100308 = -4558619.333589
  nChanged 3939
		SP:Iteration 2F (9987.940000 sec): 3 clusters
  Score: Raw -4565665.699138 + Penalty 3466.100308 = -4562199.598830
  nChanged 3929
		SP:Iteration 3F (9988.050000 sec): 3 clusters
  Score: Raw -4568916.502926 + Penalty 3466.100308 = -4565450.402619
  nChanged 3271
		SP:Iteration 4F (9988.170000 sec): 3 clusters
  Score: Raw -4571583.090418 + Penalty 3466.100308 = -4568116.990111
  nChanged 2589
		SP:Iteration 5F (9988.280000 sec): 3 clusters
  Score: Raw -4573705.613963 + Penalty 3466.100308 = -4570239.513655
  nChanged 2028
		SP:Iteration 6Q (9988.390000 sec): 3 clusters
  Score: Raw -4575241.976248 + Penalty 3466.100308 = -4571775.875941
  nChanged 1620
		SP:Iteration 7Q (9988.510000 sec): 3 clusters
  Score: Raw -4576311.977297 + Penalty 3466.100308 = -4572845.876990
  nChanged 1185
		SP:Iteration 8Q (9988.620000 sec): 3 clusters
  Score: Raw -4576971.362568 + Penalty 3466.100308 = -4573505.262261
  nChanged 909
		SP:Iteration 9Q (9988.730000 sec): 3 clusters
  Score: Raw -4577429.543913 + Penalty 3466.100308 = -4573963.443605
  nChanged 765
		SP:Iteration 10Q (9988.840000 sec): 3 clusters
  Score: Raw -4577781.665576 + Penalty 3466.100308 = -4574315.565268
  nChanged 643
		SP:Iteration 11Q (9988.950000 sec): 3 clusters
  Score: Raw -4578042.221146 + Penalty 3466.100308 = -4574576.120838
  nChanged 508
		SP:Iteration 12Q (9989.050000 sec): 3 clusters
  Score: Raw -4578244.976165 + Penalty 3466.100308 = -4574778.875857
  nChanged 459
		SP:Iteration 13Q (9989.160000 sec): 3 clusters
  Score: Raw -4578415.946435 + Penalty 3466.100308 = -4574949.846128
  nChanged 412
		SP:Iteration 14Q (9989.260000 sec): 3 clusters
  Score: Raw -4578565.098930 + Penalty 3466.100308 = -4575098.998622
  nChanged 372
		SP:Iteration 15Q (9989.370000 sec): 3 clusters
  Score: Raw -4578701.926334 + Penalty 3466.100308 = -4575235.826026
  nChanged 335
		SP:Iteration 16Q (9989.470000 sec): 3 clusters
  Score: Raw -4578805.659468 + Penalty 3466.100308 = -4575339.559161
  nChanged 261
		SP:Iteration 17Q (9989.570000 sec): 3 clusters
  Score: Raw -4578872.203514 + Penalty 3466.100308 = -4575406.103206
  nChanged 210
		SP:Iteration 18Q (9989.670000 sec): 3 clusters
  Score: Raw -4578930.324100 + Penalty 3466.100308 = -4575464.223792
  nChanged 201
		SP:Iteration 19Q (9989.770000 sec): 3 clusters
  Score: Raw -4578984.125886 + Penalty 3466.100308 = -4575518.025578
  nChanged 193
		SP:Iteration 20F (9989.890000 sec): 3 clusters
  Score: Raw -4579041.736243 + Penalty 3466.100308 = -4575575.635935
  nChanged 182
		SP:Iteration 21Q (9989.990000 sec): 3 clusters
  Score: Raw -4579097.780162 + Penalty 3466.100308 = -4575631.679855
  nChanged 208
		SP:Iteration 22Q (9990.090000 sec): 3 clusters
  Score: Raw -4579174.788204 + Penalty 3466.100308 = -4575708.687896
  nChanged 195
		SP:Iteration 23Q (9990.190000 sec): 3 clusters
  Score: Raw -4579255.730070 + Penalty 3466.100308 = -4575789.629763
  nChanged 172
		SP:Iteration 24Q (9990.290000 sec): 3 clusters
  Score: Raw -4579334.023127 + Penalty 3466.100308 = -4575867.922819
  nChanged 150
		SP:Iteration 25Q (9990.390000 sec): 3 clusters
  Score: Raw -4579416.201616 + Penalty 3466.100308 = -4575950.101309
  nChanged 142
		SP:Iteration 26Q (9990.490000 sec): 3 clusters
  Score: Raw -4579482.276753 + Penalty 3466.100308 = -4576016.176445
  nChanged 127
		SP:Iteration 27Q (9990.590000 sec): 3 clusters
  Score: Raw -4579518.681226 + Penalty 3466.100308 = -4576052.580918
  nChanged 97
		SP:Iteration 28Q (9990.690000 sec): 3 clusters
  Score: Raw -4579537.861420 + Penalty 3466.100308 = -4576071.761112
  nChanged 85
		SP:Iteration 29Q (9990.780000 sec): 3 clusters
  Score: Raw -4579551.600266 + Penalty 3466.100308 = -4576085.499958
  nChanged 78
		SP:Iteration 30Q (9990.880000 sec): 3 clusters
  Score: Raw -4579564.228727 + Penalty 3466.100308 = -4576098.128419
  nChanged 68
		SP:Iteration 31Q (9990.970000 sec): 3 clusters
  Score: Raw -4579575.019632 + Penalty 3466.100308 = -4576108.919324
  nChanged 72
		SP:Iteration 32Q (9991.070000 sec): 3 clusters
  Score: Raw -4579586.234544 + Penalty 3466.100308 = -4576120.134236
  nChanged 68
		SP:Iteration 33Q (9991.170000 sec): 3 clusters
  Score: Raw -4579595.843004 + Penalty 3466.100308 = -4576129.742696
  nChanged 65
		SP:Iteration 34Q (9991.260000 sec): 3 clusters
  Score: Raw -4579605.209657 + Penalty 3466.100308 = -4576139.109349
  nChanged 64
		SP:Iteration 35Q (9991.350000 sec): 3 clusters
  Score: Raw -4579613.986222 + Penalty 3466.100308 = -4576147.885914
  nChanged 52
		SP:Iteration 36Q (9991.450000 sec): 3 clusters
  Score: Raw -4579620.550824 + Penalty 3466.100308 = -4576154.450517
  nChanged 29
		SP:Iteration 37Q (9991.540000 sec): 3 clusters
  Score: Raw -4579624.023711 + Penalty 3466.100308 = -4576157.923403
  nChanged 32
		SP:Iteration 38Q (9991.630000 sec): 3 clusters
  Score: Raw -4579627.403887 + Penalty 3466.100308 = -4576161.303579
  nChanged 22
		SP:Iteration 39Q (9991.730000 sec): 3 clusters
  Score: Raw -4579629.256406 + Penalty 3466.100308 = -4576163.156099
  nChanged 12
		SP:Iteration 40F (9991.840000 sec): 3 clusters
  Score: Raw -4579630.609204 + Penalty 3466.100308 = -4576164.508897
  nChanged 12
		SP:Iteration 41Q (9991.930000 sec): 3 clusters
  Score: Raw -4579632.000515 + Penalty 3466.100308 = -4576165.900207
  nChanged 12
		SP:Iteration 42Q (9992.030000 sec): 3 clusters
  Score: Raw -4579633.043830 + Penalty 3466.100308 = -4576166.943522
  nChanged 5
		SP:Iteration 43Q (9992.120000 sec): 3 clusters
  Score: Raw -4579633.263692 + Penalty 3466.100308 = -4576167.163384
  nChanged 3
		SP:Iteration 44Q (9992.220000 sec): 3 clusters
  Score: Raw -4579633.641684 + Penalty 3466.100308 = -4576167.541377
  nChanged 6
		SP:Iteration 45Q (9992.310000 sec): 3 clusters
  Score: Raw -4579634.602344 + Penalty 3466.100308 = -4576168.502037
  nChanged 10
		SP:Iteration 46Q (9992.400000 sec): 3 clusters
  Score: Raw -4579635.457070 + Penalty 3466.100308 = -4576169.356763
  nChanged 6
		SP:Iteration 47Q (9992.500000 sec): 3 clusters
  Score: Raw -4579635.853058 + Penalty 3466.100308 = -4576169.752750
  nChanged 2
		SP:Iteration 48Q (9992.590000 sec): 3 clusters
  Score: Raw -4579635.974881 + Penalty 3466.100308 = -4576169.874574
  nChanged 4
		SP:Iteration 49Q (9992.680000 sec): 3 clusters
  Score: Raw -4579636.178674 + Penalty 3466.100308 = -4576170.078366
  nChanged 3
		SP:Iteration 50Q (9992.770000 sec): 3 clusters
  Score: Raw -4579636.531500 + Penalty 3466.100308 = -4576170.431192
  nChanged 8
		SP:Iteration 51Q (9992.870000 sec): 3 clusters
  Score: Raw -4579637.320605 + Penalty 3466.100308 = -4576171.220297
  nChanged 10
		SP:Iteration 52Q (9992.960000 sec): 3 clusters
  Score: Raw -4579638.044772 + Penalty 3466.100308 = -4576171.944464
  nChanged 12
		SP:Iteration 53Q (9993.060000 sec): 3 clusters
  Score: Raw -4579639.135375 + Penalty 3466.100308 = -4576173.035067
  nChanged 14
		SP:Iteration 54Q (9993.150000 sec): 3 clusters
  Score: Raw -4579640.192483 + Penalty 3466.100308 = -4576174.092176
  nChanged 10
		SP:Iteration 55Q (9993.250000 sec): 3 clusters
  Score: Raw -4579641.428377 + Penalty 3466.100308 = -4576175.328069
  nChanged 8
		SP:Iteration 56Q (9993.340000 sec): 3 clusters
  Score: Raw -4579642.197613 + Penalty 3466.100308 = -4576176.097305
  nChanged 11
		SP:Iteration 57Q (9993.430000 sec): 3 clusters
  Score: Raw -4579643.256484 + Penalty 3466.100308 = -4576177.156176
  nChanged 5
		SP:Iteration 58Q (9993.530000 sec): 3 clusters
  Score: Raw -4579643.625532 + Penalty 3466.100308 = -4576177.525225
  nChanged 3
		SP:Iteration 59Q (9993.620000 sec): 3 clusters
  Score: Raw -4579643.855527 + Penalty 3466.100308 = -4576177.755220
  nChanged 7
		SP:Iteration 60F (9993.730000 sec): 3 clusters
  Score: Raw -4579644.125894 + Penalty 3466.100308 = -4576178.025586
  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 13.94 GB.

 Trying to split cluster 4 (110255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9994.720000 sec): 2 clusters
  Score: Raw -12698440.456877 + Penalty 1886.714561 = -12696553.742316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9995.020000 sec): 3 clusters
  Score: Raw -12626545.620581 + Penalty 3773.429122 = -12622772.191459
  nChanged 52749
		SP:Iteration 1F (9995.320000 sec): 3 clusters
  Score: Raw -12659294.637105 + Penalty 3773.429122 = -12655521.207983
  nChanged 5945
		SP:Iteration 2F (9995.620000 sec): 3 clusters
  Score: Raw -12662710.672045 + Penalty 3773.429122 = -12658937.242923
  nChanged 7037
		SP:Iteration 3F (9995.910000 sec): 3 clusters
  Score: Raw -12667771.368133 + Penalty 3773.429122 = -12663997.939012
  nChanged 8366
		SP:Iteration 4F (9996.210000 sec): 3 clusters
  Score: Raw -12675971.887534 + Penalty 3773.429122 = -12672198.458413
  nChanged 9912
		SP:Iteration 5F (9996.500000 sec): 3 clusters
  Score: Raw -12688426.973598 + Penalty 3773.429122 = -12684653.544476
  nChanged 10088
		SP:Iteration 6F (9996.800000 sec): 3 clusters
  Score: Raw -12703142.310909 + Penalty 3773.429122 = -12699368.881788
  nChanged 8281
		SP:Iteration 7F (9997.090000 sec): 3 clusters
  Score: Raw -12714088.387563 + Penalty 3773.429122 = -12710314.958441
  nChanged 5695
		SP:Iteration 8F (9997.390000 sec): 3 clusters
  Score: Raw -12720132.982620 + Penalty 3773.429122 = -12716359.553498
  nChanged 3629
		SP:Iteration 9Q (9997.650000 sec): 3 clusters
  Score: Raw -12724670.394095 + Penalty 3773.429122 = -12720896.964973
  nChanged 2501
		SP:Iteration 10Q (9997.910000 sec): 3 clusters
  Score: Raw -12728658.298809 + Penalty 3773.429122 = -12724884.869687
  nChanged 1758
		SP:Iteration 11Q (9998.150000 sec): 3 clusters
  Score: Raw -12730936.927990 + Penalty 3773.429122 = -12727163.498868
  nChanged 1122
		SP:Iteration 12Q (9998.390000 sec): 3 clusters
  Score: Raw -12731759.016653 + Penalty 3773.429122 = -12727985.587531
  nChanged 748
		SP:Iteration 13Q (9998.620000 sec): 3 clusters
  Score: Raw -12732107.748650 + Penalty 3773.429122 = -12728334.319529
  nChanged 578
		SP:Iteration 14Q (9998.850000 sec): 3 clusters
  Score: Raw -12732300.909273 + Penalty 3773.429122 = -12728527.480151
  nChanged 429
		SP:Iteration 15Q (9999.080000 sec): 3 clusters
  Score: Raw -12732403.923226 + Penalty 3773.429122 = -12728630.494105
  nChanged 305
		SP:Iteration 16Q (9999.300000 sec): 3 clusters
  Score: Raw -12732456.254449 + Penalty 3773.429122 = -12728682.825327
  nChanged 225
		SP:Iteration 17Q (9999.530000 sec): 3 clusters
  Score: Raw -12732485.382732 + Penalty 3773.429122 = -12728711.953610
  nChanged 167
		SP:Iteration 18Q (9999.760000 sec): 3 clusters
  Score: Raw -12732501.848547 + Penalty 3773.429122 = -12728728.419425
  nChanged 128
		SP:Iteration 19Q (9999.980000 sec): 3 clusters
  Score: Raw -12732511.259990 + Penalty 3773.429122 = -12728737.830869
  nChanged 77
		SP:Iteration 20F (10000.270000 sec): 3 clusters
  Score: Raw -12732514.983935 + Penalty 3773.429122 = -12728741.554813
  nChanged 53
		SP:Iteration 21Q (10000.510000 sec): 3 clusters
  Score: Raw -12732516.975919 + Penalty 3773.429122 = -12728743.546797
  nChanged 35
		SP:Iteration 22Q (10000.740000 sec): 3 clusters
  Score: Raw -12732517.895272 + Penalty 3773.429122 = -12728744.466150
  nChanged 26
		SP:Iteration 23Q (10000.970000 sec): 3 clusters
  Score: Raw -12732518.426356 + Penalty 3773.429122 = -12728744.997234
  nChanged 16
		SP:Iteration 24Q (10001.200000 sec): 3 clusters
  Score: Raw -12732518.702444 + Penalty 3773.429122 = -12728745.273322
  nChanged 13
		SP:Iteration 25Q (10001.430000 sec): 3 clusters
  Score: Raw -12732518.849810 + Penalty 3773.429122 = -12728745.420688
  nChanged 6
		SP:Iteration 26Q (10001.670000 sec): 3 clusters
  Score: Raw -12732518.922727 + Penalty 3773.429122 = -12728745.493605
  nChanged 1
		SP:Iteration 27Q (10001.900000 sec): 3 clusters
  Score: Raw -12732518.937021 + Penalty 3773.429122 = -12728745.507899
  nChanged 2
		SP:Iteration 28Q (10002.130000 sec): 3 clusters
  Score: Raw -12732518.954086 + Penalty 3773.429122 = -12728745.524964
  nChanged 2
		SP:Iteration 29Q (10002.370000 sec): 3 clusters
  Score: Raw -12732518.983345 + Penalty 3773.429122 = -12728745.554223
  nChanged 3
		SP:Iteration 30Q (10002.600000 sec): 3 clusters
  Score: Raw -12732519.018329 + Penalty 3773.429122 = -12728745.589207
  nChanged 0
		SP:Iteration 31F (10002.890000 sec): 3 clusters
  Score: Raw -12732519.018329 + Penalty 3773.429122 = -12728745.589207
  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 13.94 GB.

 Trying to split cluster 5 (120882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10004.080000 sec): 2 clusters
  Score: Raw -13795616.290301 + Penalty 1901.667648 = -13793714.622653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10004.410000 sec): 3 clusters
  Score: Raw -13716526.174489 + Penalty 3803.335296 = -13712722.839192
  nChanged 57900
		SP:Iteration 1F (10004.730000 sec): 3 clusters
  Score: Raw -13751296.455056 + Penalty 3803.335296 = -13747493.119759
  nChanged 4651
		SP:Iteration 2Q (10005.060000 sec): 3 clusters
  Score: Raw -13752791.675366 + Penalty 3803.335296 = -13748988.340070
  nChanged 5147
		SP:Iteration 3Q (10005.380000 sec): 3 clusters
  Score: Raw -13755203.870332 + Penalty 3803.335296 = -13751400.535036
  nChanged 6545
		SP:Iteration 4F (10005.700000 sec): 3 clusters
  Score: Raw -13759578.233603 + Penalty 3803.335296 = -13755774.898306
  nChanged 8438
		SP:Iteration 5F (10006.030000 sec): 3 clusters
  Score: Raw -13765818.857549 + Penalty 3803.335296 = -13762015.522253
  nChanged 9979
		SP:Iteration 6F (10006.350000 sec): 3 clusters
  Score: Raw -13773124.932336 + Penalty 3803.335296 = -13769321.597040
  nChanged 9717
		SP:Iteration 7F (10006.670000 sec): 3 clusters
  Score: Raw -13780756.268133 + Penalty 3803.335296 = -13776952.932836
  nChanged 8144
		SP:Iteration 8F (10006.990000 sec): 3 clusters
  Score: Raw -13787507.127091 + Penalty 3803.335296 = -13783703.791795
  nChanged 6266
		SP:Iteration 9F (10007.310000 sec): 3 clusters
  Score: Raw -13792775.715636 + Penalty 3803.335296 = -13788972.380340
  nChanged 4469
		SP:Iteration 10Q (10007.630000 sec): 3 clusters
  Score: Raw -13796379.829953 + Penalty 3803.335296 = -13792576.494657
  nChanged 3161
		SP:Iteration 11Q (10007.940000 sec): 3 clusters
  Score: Raw -13798923.256305 + Penalty 3803.335296 = -13795119.921009
  nChanged 2457
		SP:Iteration 12Q (10008.230000 sec): 3 clusters
  Score: Raw -13801108.120672 + Penalty 3803.335296 = -13797304.785376
  nChanged 1979
		SP:Iteration 13Q (10008.510000 sec): 3 clusters
  Score: Raw -13803011.309915 + Penalty 3803.335296 = -13799207.974619
  nChanged 1571
		SP:Iteration 14Q (10008.780000 sec): 3 clusters
  Score: Raw -13804621.005510 + Penalty 3803.335296 = -13800817.670214
  nChanged 1305
		SP:Iteration 15Q (10009.040000 sec): 3 clusters
  Score: Raw -13805644.277032 + Penalty 3803.335296 = -13801840.941736
  nChanged 1023
		SP:Iteration 16Q (10009.290000 sec): 3 clusters
  Score: Raw -13806181.137988 + Penalty 3803.335296 = -13802377.802691
  nChanged 708
		SP:Iteration 17Q (10009.540000 sec): 3 clusters
  Score: Raw -13806401.036160 + Penalty 3803.335296 = -13802597.700864
  nChanged 421
		SP:Iteration 18Q (10009.790000 sec): 3 clusters
  Score: Raw -13806475.838450 + Penalty 3803.335296 = -13802672.503153
  nChanged 257
		SP:Iteration 19Q (10010.030000 sec): 3 clusters
  Score: Raw -13806504.068159 + Penalty 3803.335296 = -13802700.732863
  nChanged 162
		SP:Iteration 20F (10010.350000 sec): 3 clusters
  Score: Raw -13806519.356950 + Penalty 3803.335296 = -13802716.021654
  nChanged 108
		SP:Iteration 21Q (10010.600000 sec): 3 clusters
  Score: Raw -13806526.170158 + Penalty 3803.335296 = -13802722.834861
  nChanged 72
		SP:Iteration 22Q (10010.850000 sec): 3 clusters
  Score: Raw -13806530.707989 + Penalty 3803.335296 = -13802727.372692
  nChanged 59
		SP:Iteration 23Q (10011.090000 sec): 3 clusters
  Score: Raw -13806533.547651 + Penalty 3803.335296 = -13802730.212355
  nChanged 50
		SP:Iteration 24Q (10011.340000 sec): 3 clusters
  Score: Raw -13806535.803294 + Penalty 3803.335296 = -13802732.467998
  nChanged 36
		SP:Iteration 25Q (10011.590000 sec): 3 clusters
  Score: Raw -13806536.817940 + Penalty 3803.335296 = -13802733.482644
  nChanged 32
		SP:Iteration 26Q (10011.840000 sec): 3 clusters
  Score: Raw -13806537.695458 + Penalty 3803.335296 = -13802734.360162
  nChanged 14
		SP:Iteration 27Q (10012.090000 sec): 3 clusters
  Score: Raw -13806538.004544 + Penalty 3803.335296 = -13802734.669248
  nChanged 10
		SP:Iteration 28Q (10012.340000 sec): 3 clusters
  Score: Raw -13806538.275540 + Penalty 3803.335296 = -13802734.940243
  nChanged 11
		SP:Iteration 29Q (10012.590000 sec): 3 clusters
  Score: Raw -13806538.559789 + Penalty 3803.335296 = -13802735.224493
  nChanged 6
		SP:Iteration 30Q (10012.840000 sec): 3 clusters
  Score: Raw -13806538.686491 + Penalty 3803.335296 = -13802735.351195
  nChanged 6
		SP:Iteration 31Q (10013.100000 sec): 3 clusters
  Score: Raw -13806538.837547 + Penalty 3803.335296 = -13802735.502251
  nChanged 7
		SP:Iteration 32Q (10013.340000 sec): 3 clusters
  Score: Raw -13806538.980988 + Penalty 3803.335296 = -13802735.645692
  nChanged 7
		SP:Iteration 33Q (10013.600000 sec): 3 clusters
  Score: Raw -13806539.103304 + Penalty 3803.335296 = -13802735.768008
  nChanged 7
		SP:Iteration 34Q (10013.850000 sec): 3 clusters
  Score: Raw -13806539.269453 + Penalty 3803.335296 = -13802735.934157
  nChanged 12
		SP:Iteration 35Q (10014.100000 sec): 3 clusters
  Score: Raw -13806539.557943 + Penalty 3803.335296 = -13802736.222647
  nChanged 8
		SP:Iteration 36Q (10014.350000 sec): 3 clusters
  Score: Raw -13806539.741499 + Penalty 3803.335296 = -13802736.406203
  nChanged 5
		SP:Iteration 37Q (10014.600000 sec): 3 clusters
  Score: Raw -13806539.855488 + Penalty 3803.335296 = -13802736.520191
  nChanged 8
		SP:Iteration 38Q (10014.840000 sec): 3 clusters
  Score: Raw -13806539.988944 + Penalty 3803.335296 = -13802736.653648
  nChanged 5
		SP:Iteration 39Q (10015.100000 sec): 3 clusters
  Score: Raw -13806540.056149 + Penalty 3803.335296 = -13802736.720853
  nChanged 5
		SP:Iteration 40F (10015.420000 sec): 3 clusters
  Score: Raw -13806540.153264 + Penalty 3803.335296 = -13802736.817968
  nChanged 4
		SP:Iteration 41Q (10015.670000 sec): 3 clusters
  Score: Raw -13806540.195397 + Penalty 3803.335296 = -13802736.860101
  nChanged 3
		SP:Iteration 42Q (10015.920000 sec): 3 clusters
  Score: Raw -13806540.221303 + Penalty 3803.335296 = -13802736.886007
  nChanged 1
		SP:Iteration 43Q (10016.170000 sec): 3 clusters
  Score: Raw -13806540.233058 + Penalty 3803.335296 = -13802736.897762
  nChanged 0
		SP:Iteration 44F (10016.490000 sec): 3 clusters
  Score: Raw -13806540.233058 + Penalty 3803.335296 = -13802736.897762
  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 13.94 GB.

 Trying to split cluster 6 (12873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10016.590000 sec): 2 clusters
  Score: Raw -1360489.913514 + Penalty 1537.719198 = -1358952.194315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10016.620000 sec): 3 clusters
  Score: Raw -1353177.531224 + Penalty 3075.438396 = -1350102.092827
  nChanged 5651
		SP:Iteration 1F (10016.660000 sec): 3 clusters
  Score: Raw -1357958.182268 + Penalty 3075.438396 = -1354882.743872
  nChanged 1564
		SP:Iteration 2F (10016.690000 sec): 3 clusters
  Score: Raw -1360060.050484 + Penalty 3075.438396 = -1356984.612087
  nChanged 1338
		SP:Iteration 3F (10016.720000 sec): 3 clusters
  Score: Raw -1362017.713737 + Penalty 3075.438396 = -1358942.275340
  nChanged 1035
		SP:Iteration 4F (10016.760000 sec): 3 clusters
  Score: Raw -1363178.891497 + Penalty 3075.438396 = -1360103.453100
  nChanged 700
		SP:Iteration 5F (10016.790000 sec): 3 clusters
  Score: Raw -1363631.027722 + Penalty 3075.438396 = -1360555.589326
  nChanged 425
		SP:Iteration 6Q (10016.820000 sec): 3 clusters
  Score: Raw -1363835.207026 + Penalty 3075.438396 = -1360759.768630
  nChanged 257
		SP:Iteration 7Q (10016.850000 sec): 3 clusters
  Score: Raw -1363932.936637 + Penalty 3075.438396 = -1360857.498241
  nChanged 189
		SP:Iteration 8Q (10016.880000 sec): 3 clusters
  Score: Raw -1363995.453138 + Penalty 3075.438396 = -1360920.014741
  nChanged 157
		SP:Iteration 9Q (10016.910000 sec): 3 clusters
  Score: Raw -1364034.802861 + Penalty 3075.438396 = -1360959.364465
  nChanged 116
		SP:Iteration 10Q (10016.940000 sec): 3 clusters
  Score: Raw -1364061.956324 + Penalty 3075.438396 = -1360986.517928
  nChanged 95
		SP:Iteration 11Q (10016.970000 sec): 3 clusters
  Score: Raw -1364092.363851 + Penalty 3075.438396 = -1361016.925455
  nChanged 112
		SP:Iteration 12Q (10017.000000 sec): 3 clusters
  Score: Raw -1364135.195742 + Penalty 3075.438396 = -1361059.757346
  nChanged 122
		SP:Iteration 13Q (10017.040000 sec): 3 clusters
  Score: Raw -1364192.939265 + Penalty 3075.438396 = -1361117.500869
  nChanged 136
		SP:Iteration 14Q (10017.070000 sec): 3 clusters
  Score: Raw -1364283.626509 + Penalty 3075.438396 = -1361208.188113
  nChanged 159
		SP:Iteration 15Q (10017.100000 sec): 3 clusters
  Score: Raw -1364375.879104 + Penalty 3075.438396 = -1361300.440708
  nChanged 153
		SP:Iteration 16Q (10017.130000 sec): 3 clusters
  Score: Raw -1364450.446230 + Penalty 3075.438396 = -1361375.007833
  nChanged 150
		SP:Iteration 17Q (10017.160000 sec): 3 clusters
  Score: Raw -1364499.595053 + Penalty 3075.438396 = -1361424.156656
  nChanged 111
		SP:Iteration 18Q (10017.190000 sec): 3 clusters
  Score: Raw -1364524.701950 + Penalty 3075.438396 = -1361449.263554
  nChanged 68
		SP:Iteration 19Q (10017.220000 sec): 3 clusters
  Score: Raw -1364534.500466 + Penalty 3075.438396 = -1361459.062070
  nChanged 49
		SP:Iteration 20F (10017.260000 sec): 3 clusters
  Score: Raw -1364541.047759 + Penalty 3075.438396 = -1361465.609363
  nChanged 32
		SP:Iteration 21Q (10017.290000 sec): 3 clusters
  Score: Raw -1364544.280680 + Penalty 3075.438396 = -1361468.842284
  nChanged 14
		SP:Iteration 22Q (10017.320000 sec): 3 clusters
  Score: Raw -1364546.019616 + Penalty 3075.438396 = -1361470.581219
  nChanged 18
		SP:Iteration 23Q (10017.350000 sec): 3 clusters
  Score: Raw -1364548.275506 + Penalty 3075.438396 = -1361472.837110
  nChanged 24
		SP:Iteration 24Q (10017.380000 sec): 3 clusters
  Score: Raw -1364551.321214 + Penalty 3075.438396 = -1361475.882818
  nChanged 18
		SP:Iteration 25Q (10017.420000 sec): 3 clusters
  Score: Raw -1364553.098334 + Penalty 3075.438396 = -1361477.659938
  nChanged 18
		SP:Iteration 26Q (10017.450000 sec): 3 clusters
  Score: Raw -1364554.878068 + Penalty 3075.438396 = -1361479.439671
  nChanged 12
		SP:Iteration 27Q (10017.480000 sec): 3 clusters
  Score: Raw -1364555.757493 + Penalty 3075.438396 = -1361480.319097
  nChanged 11
		SP:Iteration 28Q (10017.510000 sec): 3 clusters
  Score: Raw -1364556.900620 + Penalty 3075.438396 = -1361481.462224
  nChanged 12
		SP:Iteration 29Q (10017.540000 sec): 3 clusters
  Score: Raw -1364558.089491 + Penalty 3075.438396 = -1361482.651095
  nChanged 7
		SP:Iteration 30Q (10017.570000 sec): 3 clusters
  Score: Raw -1364559.036298 + Penalty 3075.438396 = -1361483.597902
  nChanged 11
		SP:Iteration 31Q (10017.600000 sec): 3 clusters
  Score: Raw -1364560.120360 + Penalty 3075.438396 = -1361484.681963
  nChanged 11
		SP:Iteration 32Q (10017.640000 sec): 3 clusters
  Score: Raw -1364561.372655 + Penalty 3075.438396 = -1361485.934258
  nChanged 11
		SP:Iteration 33Q (10017.670000 sec): 3 clusters
  Score: Raw -1364562.714624 + Penalty 3075.438396 = -1361487.276228
  nChanged 7
		SP:Iteration 34Q (10017.700000 sec): 3 clusters
  Score: Raw -1364563.241829 + Penalty 3075.438396 = -1361487.803433
  nChanged 5
		SP:Iteration 35Q (10017.730000 sec): 3 clusters
  Score: Raw -1364563.606482 + Penalty 3075.438396 = -1361488.168086
  nChanged 3
		SP:Iteration 36Q (10017.760000 sec): 3 clusters
  Score: Raw -1364563.771024 + Penalty 3075.438396 = -1361488.332628
  nChanged 4
		SP:Iteration 37Q (10017.790000 sec): 3 clusters
  Score: Raw -1364564.118580 + Penalty 3075.438396 = -1361488.680184
  nChanged 5
		SP:Iteration 38Q (10017.820000 sec): 3 clusters
  Score: Raw -1364564.370816 + Penalty 3075.438396 = -1361488.932420
  nChanged 0
		SP:Iteration 39F (10017.860000 sec): 3 clusters
  Score: Raw -1364564.370816 + Penalty 3075.438396 = -1361488.932420
  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 13.94 GB.

 Trying to split cluster 7 (16594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10017.910000 sec): 2 clusters
  Score: Raw -1908725.756491 + Penalty 1578.979425 = -1907146.777065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10017.960000 sec): 3 clusters
  Score: Raw -1898883.883424 + Penalty 3157.958851 = -1895725.924574
  nChanged 7511
		SP:Iteration 1F (10018.000000 sec): 3 clusters
  Score: Raw -1904030.944212 + Penalty 3157.958851 = -1900872.985362
  nChanged 2082
		SP:Iteration 2F (10018.040000 sec): 3 clusters
  Score: Raw -1908786.321399 + Penalty 3157.958851 = -1905628.362548
  nChanged 2943
		SP:Iteration 3F (10018.080000 sec): 3 clusters
  Score: Raw -1915202.869542 + Penalty 3157.958851 = -1912044.910691
  nChanged 1757
		SP:Iteration 4F (10018.130000 sec): 3 clusters
  Score: Raw -1916959.172002 + Penalty 3157.958851 = -1913801.213152
  nChanged 575
		SP:Iteration 5Q (10018.170000 sec): 3 clusters
  Score: Raw -1917159.340647 + Penalty 3157.958851 = -1914001.381796
  nChanged 166
		SP:Iteration 6Q (10018.210000 sec): 3 clusters
  Score: Raw -1917183.663974 + Penalty 3157.958851 = -1914025.705123
  nChanged 60
		SP:Iteration 7Q (10018.260000 sec): 3 clusters
  Score: Raw -1917189.835833 + Penalty 3157.958851 = -1914031.876983
  nChanged 23
		SP:Iteration 8Q (10018.300000 sec): 3 clusters
  Score: Raw -1917191.910144 + Penalty 3157.958851 = -1914033.951294
  nChanged 8
		SP:Iteration 9Q (10018.340000 sec): 3 clusters
  Score: Raw -1917192.533761 + Penalty 3157.958851 = -1914034.574910
  nChanged 6
		SP:Iteration 10Q (10018.380000 sec): 3 clusters
  Score: Raw -1917192.941461 + Penalty 3157.958851 = -1914034.982611
  nChanged 4
		SP:Iteration 11Q (10018.420000 sec): 3 clusters
  Score: Raw -1917193.159407 + Penalty 3157.958851 = -1914035.200557
  nChanged 1
		SP:Iteration 12Q (10018.470000 sec): 3 clusters
  Score: Raw -1917193.208751 + Penalty 3157.958851 = -1914035.249900
  nChanged 0
		SP:Iteration 13F (10018.510000 sec): 3 clusters
  Score: Raw -1917193.208751 + Penalty 3157.958851 = -1914035.249900
  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 13.94 GB.

 Trying to split cluster 8 (202895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10019.210000 sec): 2 clusters
  Score: Raw -23342663.010155 + Penalty 1985.822131 = -23340677.188024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10019.750000 sec): 3 clusters
  Score: Raw -23208328.322395 + Penalty 3971.644262 = -23204356.678133
  nChanged 98222
		SP:Iteration 1F (10020.290000 sec): 3 clusters
  Score: Raw -23269029.720290 + Penalty 3971.644262 = -23265058.076028
  nChanged 9714
		SP:Iteration 2Q (10020.840000 sec): 3 clusters
  Score: Raw -23274025.519434 + Penalty 3971.644262 = -23270053.875172
  nChanged 12452
		SP:Iteration 3F (10021.380000 sec): 3 clusters
  Score: Raw -23282104.243657 + Penalty 3971.644262 = -23278132.599395
  nChanged 14718
		SP:Iteration 4F (10021.920000 sec): 3 clusters
  Score: Raw -23292650.568676 + Penalty 3971.644262 = -23288678.924414
  nChanged 15222
		SP:Iteration 5F (10022.460000 sec): 3 clusters
  Score: Raw -23303819.248641 + Penalty 3971.644262 = -23299847.604379
  nChanged 13614
		SP:Iteration 6F (10022.990000 sec): 3 clusters
  Score: Raw -23313485.527968 + Penalty 3971.644262 = -23309513.883706
  nChanged 10847
		SP:Iteration 7F (10023.530000 sec): 3 clusters
  Score: Raw -23320718.153408 + Penalty 3971.644262 = -23316746.509146
  nChanged 8213
		SP:Iteration 8Q (10024.070000 sec): 3 clusters
  Score: Raw -23325781.001118 + Penalty 3971.644262 = -23321809.356856
  nChanged 6230
		SP:Iteration 9Q (10024.590000 sec): 3 clusters
  Score: Raw -23329347.183801 + Penalty 3971.644262 = -23325375.539539
  nChanged 4869
		SP:Iteration 10Q (10025.100000 sec): 3 clusters
  Score: Raw -23331761.476950 + Penalty 3971.644262 = -23327789.832688
  nChanged 3757
		SP:Iteration 11Q (10025.600000 sec): 3 clusters
  Score: Raw -23333404.050988 + Penalty 3971.644262 = -23329432.406726
  nChanged 3070
		SP:Iteration 12Q (10026.090000 sec): 3 clusters
  Score: Raw -23334560.434101 + Penalty 3971.644262 = -23330588.789839
  nChanged 2563
		SP:Iteration 13Q (10026.560000 sec): 3 clusters
  Score: Raw -23335420.023281 + Penalty 3971.644262 = -23331448.379020
  nChanged 2373
		SP:Iteration 14Q (10027.040000 sec): 3 clusters
  Score: Raw -23336173.076208 + Penalty 3971.644262 = -23332201.431946
  nChanged 2240
		SP:Iteration 15Q (10027.510000 sec): 3 clusters
  Score: Raw -23336859.340897 + Penalty 3971.644262 = -23332887.696635
  nChanged 2134
		SP:Iteration 16Q (10027.970000 sec): 3 clusters
  Score: Raw -23337528.407000 + Penalty 3971.644262 = -23333556.762738
  nChanged 2021
		SP:Iteration 17Q (10028.420000 sec): 3 clusters
  Score: Raw -23338184.737886 + Penalty 3971.644262 = -23334213.093625
  nChanged 1914
		SP:Iteration 18Q (10028.870000 sec): 3 clusters
  Score: Raw -23338867.145380 + Penalty 3971.644262 = -23334895.501118
  nChanged 1915
		SP:Iteration 19Q (10029.320000 sec): 3 clusters
  Score: Raw -23339579.372539 + Penalty 3971.644262 = -23335607.728277
  nChanged 1745
		SP:Iteration 20F (10029.850000 sec): 3 clusters
  Score: Raw -23340289.751888 + Penalty 3971.644262 = -23336318.107626
  nChanged 1575
		SP:Iteration 21Q (10030.290000 sec): 3 clusters
  Score: Raw -23341027.342120 + Penalty 3971.644262 = -23337055.697858
  nChanged 1478
		SP:Iteration 22Q (10030.720000 sec): 3 clusters
  Score: Raw -23341895.283684 + Penalty 3971.644262 = -23337923.639422
  nChanged 1324
		SP:Iteration 23Q (10031.150000 sec): 3 clusters
  Score: Raw -23343005.284687 + Penalty 3971.644262 = -23339033.640425
  nChanged 1280
		SP:Iteration 24Q (10031.570000 sec): 3 clusters
  Score: Raw -23344625.845936 + Penalty 3971.644262 = -23340654.201674
  nChanged 1364
		SP:Iteration 25Q (10031.990000 sec): 3 clusters
  Score: Raw -23346151.131314 + Penalty 3971.644262 = -23342179.487052
  nChanged 1474
		SP:Iteration 26Q (10032.400000 sec): 3 clusters
  Score: Raw -23347458.065087 + Penalty 3971.644262 = -23343486.420825
  nChanged 1542
		SP:Iteration 27Q (10032.810000 sec): 3 clusters
  Score: Raw -23349041.449683 + Penalty 3971.644262 = -23345069.805421
  nChanged 1530
		SP:Iteration 28Q (10033.210000 sec): 3 clusters
  Score: Raw -23350278.776747 + Penalty 3971.644262 = -23346307.132485
  nChanged 1357
		SP:Iteration 29Q (10033.610000 sec): 3 clusters
  Score: Raw -23350857.618693 + Penalty 3971.644262 = -23346885.974431
  nChanged 1088
		SP:Iteration 30Q (10034.010000 sec): 3 clusters
  Score: Raw -23351156.942621 + Penalty 3971.644262 = -23347185.298359
  nChanged 801
		SP:Iteration 31Q (10034.410000 sec): 3 clusters
  Score: Raw -23351329.000924 + Penalty 3971.644262 = -23347357.356662
  nChanged 648
		SP:Iteration 32Q (10034.810000 sec): 3 clusters
  Score: Raw -23351450.945660 + Penalty 3971.644262 = -23347479.301399
  nChanged 567
		SP:Iteration 33Q (10035.210000 sec): 3 clusters
  Score: Raw -23351542.539440 + Penalty 3971.644262 = -23347570.895178
  nChanged 471
		SP:Iteration 34Q (10035.610000 sec): 3 clusters
  Score: Raw -23351602.060859 + Penalty 3971.644262 = -23347630.416597
  nChanged 379
		SP:Iteration 35Q (10036.010000 sec): 3 clusters
  Score: Raw -23351637.234705 + Penalty 3971.644262 = -23347665.590443
  nChanged 288
		SP:Iteration 36Q (10036.410000 sec): 3 clusters
  Score: Raw -23351661.480584 + Penalty 3971.644262 = -23347689.836322
  nChanged 252
		SP:Iteration 37Q (10036.810000 sec): 3 clusters
  Score: Raw -23351681.395345 + Penalty 3971.644262 = -23347709.751083
  nChanged 237
		SP:Iteration 38Q (10037.210000 sec): 3 clusters
  Score: Raw -23351698.107223 + Penalty 3971.644262 = -23347726.462961
  nChanged 213
		SP:Iteration 39Q (10037.610000 sec): 3 clusters
  Score: Raw -23351711.989493 + Penalty 3971.644262 = -23347740.345231
  nChanged 184
		SP:Iteration 40F (10038.150000 sec): 3 clusters
  Score: Raw -23351756.155652 + Penalty 3971.644262 = -23347784.511390
  nChanged 247
		SP:Iteration 41Q (10038.570000 sec): 3 clusters
  Score: Raw -23351778.592162 + Penalty 3971.644262 = -23347806.947900
  nChanged 241
		SP:Iteration 42Q (10038.980000 sec): 3 clusters
  Score: Raw -23351797.326401 + Penalty 3971.644262 = -23347825.682139
  nChanged 219
		SP:Iteration 43Q (10039.390000 sec): 3 clusters
  Score: Raw -23351812.079916 + Penalty 3971.644262 = -23347840.435655
  nChanged 176
		SP:Iteration 44Q (10039.810000 sec): 3 clusters
  Score: Raw -23351821.397560 + Penalty 3971.644262 = -23347849.753298
  nChanged 160
		SP:Iteration 45Q (10040.230000 sec): 3 clusters
  Score: Raw -23351830.325871 + Penalty 3971.644262 = -23347858.681609
  nChanged 140
		SP:Iteration 46Q (10040.640000 sec): 3 clusters
  Score: Raw -23351837.126455 + Penalty 3971.644262 = -23347865.482193
  nChanged 138
		SP:Iteration 47Q (10041.060000 sec): 3 clusters
  Score: Raw -23351843.269195 + Penalty 3971.644262 = -23347871.624933
  nChanged 115
		SP:Iteration 48Q (10041.470000 sec): 3 clusters
  Score: Raw -23351848.321280 + Penalty 3971.644262 = -23347876.677018
  nChanged 109
		SP:Iteration 49Q (10041.890000 sec): 3 clusters
  Score: Raw -23351853.337267 + Penalty 3971.644262 = -23347881.693005
  nChanged 103
		SP:Iteration 50Q (10042.300000 sec): 3 clusters
  Score: Raw -23351857.993562 + Penalty 3971.644262 = -23347886.349300
  nChanged 86
		SP:Iteration 51Q (10042.710000 sec): 3 clusters
  Score: Raw -23351861.180109 + Penalty 3971.644262 = -23347889.535847
  nChanged 80
		SP:Iteration 52Q (10043.130000 sec): 3 clusters
  Score: Raw -23351863.991695 + Penalty 3971.644262 = -23347892.347433
  nChanged 76
		SP:Iteration 53Q (10043.540000 sec): 3 clusters
  Score: Raw -23351866.839409 + Penalty 3971.644262 = -23347895.195147
  nChanged 76
		SP:Iteration 54Q (10043.950000 sec): 3 clusters
  Score: Raw -23351869.235897 + Penalty 3971.644262 = -23347897.591635
  nChanged 59
		SP:Iteration 55Q (10044.370000 sec): 3 clusters
  Score: Raw -23351870.867080 + Penalty 3971.644262 = -23347899.222818
  nChanged 59
		SP:Iteration 56Q (10044.790000 sec): 3 clusters
  Score: Raw -23351872.698202 + Penalty 3971.644262 = -23347901.053940
  nChanged 51
		SP:Iteration 57Q (10045.200000 sec): 3 clusters
  Score: Raw -23351874.165088 + Penalty 3971.644262 = -23347902.520827
  nChanged 48
		SP:Iteration 58Q (10045.620000 sec): 3 clusters
  Score: Raw -23351875.472683 + Penalty 3971.644262 = -23347903.828421
  nChanged 37
		SP:Iteration 59Q (10046.040000 sec): 3 clusters
  Score: Raw -23351876.377165 + Penalty 3971.644262 = -23347904.732903
  nChanged 30
		SP:Iteration 60F (10046.570000 sec): 3 clusters
  Score: Raw -23351877.198736 + Penalty 3971.644262 = -23347905.554474
  nChanged 36
		SP:Iteration 61Q (10046.990000 sec): 3 clusters
  Score: Raw -23351877.950897 + Penalty 3971.644262 = -23347906.306635
  nChanged 28
		SP:Iteration 62Q (10047.410000 sec): 3 clusters
  Score: Raw -23351878.651541 + Penalty 3971.644262 = -23347907.007279
  nChanged 27
		SP:Iteration 63Q (10047.830000 sec): 3 clusters
  Score: Raw -23351879.190390 + Penalty 3971.644262 = -23347907.546128
  nChanged 14
		SP:Iteration 64Q (10048.250000 sec): 3 clusters
  Score: Raw -23351879.388561 + Penalty 3971.644262 = -23347907.744299
  nChanged 13
		SP:Iteration 65Q (10048.670000 sec): 3 clusters
  Score: Raw -23351879.657359 + Penalty 3971.644262 = -23347908.013097
  nChanged 18
		SP:Iteration 66Q (10049.080000 sec): 3 clusters
  Score: Raw -23351880.069706 + Penalty 3971.644262 = -23347908.425444
  nChanged 13
		SP:Iteration 67Q (10049.500000 sec): 3 clusters
  Score: Raw -23351880.387417 + Penalty 3971.644262 = -23347908.743156
  nChanged 13
		SP:Iteration 68Q (10049.910000 sec): 3 clusters
  Score: Raw -23351880.713596 + Penalty 3971.644262 = -23347909.069334
  nChanged 18
		SP:Iteration 69Q (10050.320000 sec): 3 clusters
  Score: Raw -23351881.168524 + Penalty 3971.644262 = -23347909.524262
  nChanged 16
		SP:Iteration 70Q (10050.730000 sec): 3 clusters
  Score: Raw -23351881.704700 + Penalty 3971.644262 = -23347910.060438
  nChanged 22
		SP:Iteration 71Q (10051.150000 sec): 3 clusters
  Score: Raw -23351882.295881 + Penalty 3971.644262 = -23347910.651619
  nChanged 18
		SP:Iteration 72Q (10051.570000 sec): 3 clusters
  Score: Raw -23351882.566812 + Penalty 3971.644262 = -23347910.922550
  nChanged 12
		SP:Iteration 73Q (10051.980000 sec): 3 clusters
  Score: Raw -23351882.761680 + Penalty 3971.644262 = -23347911.117419
  nChanged 3
		SP:Iteration 74Q (10052.400000 sec): 3 clusters
  Score: Raw -23351882.824391 + Penalty 3971.644262 = -23347911.180129
  nChanged 6
		SP:Iteration 75Q (10052.810000 sec): 3 clusters
  Score: Raw -23351882.936184 + Penalty 3971.644262 = -23347911.291922
  nChanged 5
		SP:Iteration 76Q (10053.240000 sec): 3 clusters
  Score: Raw -23351883.072528 + Penalty 3971.644262 = -23347911.428266
  nChanged 5
		SP:Iteration 77Q (10053.660000 sec): 3 clusters
  Score: Raw -23351883.181644 + Penalty 3971.644262 = -23347911.537382
  nChanged 3
		SP:Iteration 78Q (10054.070000 sec): 3 clusters
  Score: Raw -23351883.225925 + Penalty 3971.644262 = -23347911.581663
  nChanged 4
		SP:Iteration 79Q (10054.490000 sec): 3 clusters
  Score: Raw -23351883.293481 + Penalty 3971.644262 = -23347911.649219
  nChanged 4
		SP:Iteration 80F (10055.020000 sec): 3 clusters
  Score: Raw -23351883.381743 + Penalty 3971.644262 = -23347911.737481
  nChanged 5
		SP:Iteration 81Q (10055.440000 sec): 3 clusters
  Score: Raw -23351883.479454 + Penalty 3971.644262 = -23347911.835192
  nChanged 9
		SP:Iteration 82Q (10055.850000 sec): 3 clusters
  Score: Raw -23351883.691375 + Penalty 3971.644262 = -23347912.047113
  nChanged 9
		SP:Iteration 83Q (10056.270000 sec): 3 clusters
  Score: Raw -23351883.945969 + Penalty 3971.644262 = -23347912.301707
  nChanged 17
		SP:Iteration 84Q (10056.690000 sec): 3 clusters
  Score: Raw -23351884.271416 + Penalty 3971.644262 = -23347912.627155
  nChanged 6
		SP:Iteration 85Q (10057.100000 sec): 3 clusters
  Score: Raw -23351884.406958 + Penalty 3971.644262 = -23347912.762696
  nChanged 7
		SP:Iteration 86Q (10057.520000 sec): 3 clusters
  Score: Raw -23351884.536490 + Penalty 3971.644262 = -23347912.892228
  nChanged 6
		SP:Iteration 87Q (10057.930000 sec): 3 clusters
  Score: Raw -23351884.631981 + Penalty 3971.644262 = -23347912.987719
  nChanged 7
		SP:Iteration 88Q (10058.350000 sec): 3 clusters
  Score: Raw -23351884.737933 + Penalty 3971.644262 = -23347913.093671
  nChanged 5
		SP:Iteration 89Q (10058.770000 sec): 3 clusters
  Score: Raw -23351884.840284 + Penalty 3971.644262 = -23347913.196022
  nChanged 5
		SP:Iteration 90Q (10059.180000 sec): 3 clusters
  Score: Raw -23351884.895603 + Penalty 3971.644262 = -23347913.251341
  nChanged 4
		SP:Iteration 91Q (10059.600000 sec): 3 clusters
  Score: Raw -23351884.964101 + Penalty 3971.644262 = -23347913.319840
  nChanged 7
		SP:Iteration 92Q (10060.020000 sec): 3 clusters
  Score: Raw -23351885.088521 + Penalty 3971.644262 = -23347913.444259
  nChanged 6
		SP:Iteration 93Q (10060.430000 sec): 3 clusters
  Score: Raw -23351885.175005 + Penalty 3971.644262 = -23347913.530743
  nChanged 6
		SP:Iteration 94Q (10060.850000 sec): 3 clusters
  Score: Raw -23351885.354471 + Penalty 3971.644262 = -23347913.710209
  nChanged 6
		SP:Iteration 95Q (10061.260000 sec): 3 clusters
  Score: Raw -23351885.554373 + Penalty 3971.644262 = -23347913.910111
  nChanged 5
		SP:Iteration 96Q (10061.680000 sec): 3 clusters
  Score: Raw -23351885.673961 + Penalty 3971.644262 = -23347914.029699
  nChanged 8
		SP:Iteration 97Q (10062.090000 sec): 3 clusters
  Score: Raw -23351885.794981 + Penalty 3971.644262 = -23347914.150719
  nChanged 3
		SP:Iteration 98Q (10062.510000 sec): 3 clusters
  Score: Raw -23351885.831787 + Penalty 3971.644262 = -23347914.187525
  nChanged 4
		SP:Iteration 99Q (10062.930000 sec): 3 clusters
  Score: Raw -23351885.877237 + Penalty 3971.644262 = -23347914.232975
  nChanged 3
		SP:Iteration 100F (10063.460000 sec): 3 clusters
  Score: Raw -23351885.911222 + Penalty 3971.644262 = -23347914.266960
  nChanged 1
		SP:Iteration 101Q (10063.880000 sec): 3 clusters
  Score: Raw -23351885.921103 + Penalty 3971.644262 = -23347914.276841
  nChanged 1
		SP:Iteration 102Q (10064.300000 sec): 3 clusters
  Score: Raw -23351885.931679 + Penalty 3971.644262 = -23347914.287417
  nChanged 1
		SP:Iteration 103Q (10064.710000 sec): 3 clusters
  Score: Raw -23351885.949654 + Penalty 3971.644262 = -23347914.305392
  nChanged 1
		SP:Iteration 104Q (10065.130000 sec): 3 clusters
  Score: Raw -23351885.985186 + Penalty 3971.644262 = -23347914.340924
  nChanged 1
		SP:Iteration 105Q (10065.540000 sec): 3 clusters
  Score: Raw -23351885.995614 + Penalty 3971.644262 = -23347914.351352
  nChanged 0
		SP:Iteration 106F (10066.080000 sec): 3 clusters
  Score: Raw -23351885.995614 + Penalty 3971.644262 = -23347914.351352
  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 13.94 GB.

 Trying to split cluster 10 (50093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10066.280000 sec): 2 clusters
  Score: Raw -5802052.809699 + Penalty 1758.515940 = -5800294.293759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10066.420000 sec): 3 clusters
  Score: Raw -5770262.535162 + Penalty 3517.031881 = -5766745.503281
  nChanged 23601
		SP:Iteration 1F (10066.550000 sec): 3 clusters
  Score: Raw -5785195.902927 + Penalty 3517.031881 = -5781678.871046
  nChanged 3272
		SP:Iteration 2F (10066.690000 sec): 3 clusters
  Score: Raw -5787970.774230 + Penalty 3517.031881 = -5784453.742349
  nChanged 4012
		SP:Iteration 3F (10066.820000 sec): 3 clusters
  Score: Raw -5792745.877333 + Penalty 3517.031881 = -5789228.845452
  nChanged 5203
		SP:Iteration 4F (10066.950000 sec): 3 clusters
  Score: Raw -5801987.949063 + Penalty 3517.031881 = -5798470.917182
  nChanged 6151
		SP:Iteration 5F (10067.080000 sec): 3 clusters
  Score: Raw -5814676.245975 + Penalty 3517.031881 = -5811159.214094
  nChanged 4336
		SP:Iteration 6F (10067.220000 sec): 3 clusters
  Score: Raw -5820701.243436 + Penalty 3517.031881 = -5817184.211555
  nChanged 1727
		SP:Iteration 7Q (10067.340000 sec): 3 clusters
  Score: Raw -5822734.133418 + Penalty 3517.031881 = -5819217.101537
  nChanged 725
		SP:Iteration 8Q (10067.450000 sec): 3 clusters
  Score: Raw -5823407.826081 + Penalty 3517.031881 = -5819890.794200
  nChanged 453
		SP:Iteration 9Q (10067.550000 sec): 3 clusters
  Score: Raw -5823666.446561 + Penalty 3517.031881 = -5820149.414680
  nChanged 308
		SP:Iteration 10Q (10067.660000 sec): 3 clusters
  Score: Raw -5823797.420407 + Penalty 3517.031881 = -5820280.388526
  nChanged 206
		SP:Iteration 11Q (10067.760000 sec): 3 clusters
  Score: Raw -5823864.900921 + Penalty 3517.031881 = -5820347.869040
  nChanged 147
		SP:Iteration 12Q (10067.860000 sec): 3 clusters
  Score: Raw -5823902.371153 + Penalty 3517.031881 = -5820385.339272
  nChanged 90
		SP:Iteration 13Q (10067.960000 sec): 3 clusters
  Score: Raw -5823917.313766 + Penalty 3517.031881 = -5820400.281885
  nChanged 59
		SP:Iteration 14Q (10068.060000 sec): 3 clusters
  Score: Raw -5823924.661256 + Penalty 3517.031881 = -5820407.629375
  nChanged 48
		SP:Iteration 15Q (10068.150000 sec): 3 clusters
  Score: Raw -5823928.775595 + Penalty 3517.031881 = -5820411.743714
  nChanged 26
		SP:Iteration 16Q (10068.250000 sec): 3 clusters
  Score: Raw -5823930.196667 + Penalty 3517.031881 = -5820413.164786
  nChanged 14
		SP:Iteration 17Q (10068.350000 sec): 3 clusters
  Score: Raw -5823930.913181 + Penalty 3517.031881 = -5820413.881300
  nChanged 6
		SP:Iteration 18Q (10068.450000 sec): 3 clusters
  Score: Raw -5823931.104374 + Penalty 3517.031881 = -5820414.072493
  nChanged 5
		SP:Iteration 19Q (10068.550000 sec): 3 clusters
  Score: Raw -5823931.233976 + Penalty 3517.031881 = -5820414.202095
  nChanged 3
		SP:Iteration 20F (10068.680000 sec): 3 clusters
  Score: Raw -5823931.333153 + Penalty 3517.031881 = -5820414.301272
  nChanged 1
		SP:Iteration 21Q (10068.780000 sec): 3 clusters
  Score: Raw -5823931.357223 + Penalty 3517.031881 = -5820414.325342
  nChanged 1
		SP:Iteration 22Q (10068.880000 sec): 3 clusters
  Score: Raw -5823931.377088 + Penalty 3517.031881 = -5820414.345207
  nChanged 0
		SP:Iteration 23F (10069.020000 sec): 3 clusters
  Score: Raw -5823931.377088 + Penalty 3517.031881 = -5820414.345207
  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 13.94 GB.

 Trying to split cluster 11 (46860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10069.150000 sec): 2 clusters
  Score: Raw -5407220.136197 + Penalty 1747.674453 = -5405472.461744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10069.280000 sec): 3 clusters
  Score: Raw -5377790.490807 + Penalty 3495.348906 = -5374295.141900
  nChanged 21867
		SP:Iteration 1F (10069.400000 sec): 3 clusters
  Score: Raw -5390645.926771 + Penalty 3495.348906 = -5387150.577865
  nChanged 2663
		SP:Iteration 2F (10069.520000 sec): 3 clusters
  Score: Raw -5392440.815035 + Penalty 3495.348906 = -5388945.466129
  nChanged 3261
		SP:Iteration 3F (10069.650000 sec): 3 clusters
  Score: Raw -5394945.612743 + Penalty 3495.348906 = -5391450.263837
  nChanged 3670
		SP:Iteration 4F (10069.770000 sec): 3 clusters
  Score: Raw -5397997.305600 + Penalty 3495.348906 = -5394501.956693
  nChanged 3739
		SP:Iteration 5F (10069.900000 sec): 3 clusters
  Score: Raw -5401097.188872 + Penalty 3495.348906 = -5397601.839966
  nChanged 3288
		SP:Iteration 6F (10070.020000 sec): 3 clusters
  Score: Raw -5403595.737268 + Penalty 3495.348906 = -5400100.388361
  nChanged 2644
		SP:Iteration 7F (10070.140000 sec): 3 clusters
  Score: Raw -5405201.295156 + Penalty 3495.348906 = -5401705.946249
  nChanged 1893
		SP:Iteration 8Q (10070.270000 sec): 3 clusters
  Score: Raw -5406035.138400 + Penalty 3495.348906 = -5402539.789494
  nChanged 1268
		SP:Iteration 9Q (10070.390000 sec): 3 clusters
  Score: Raw -5406450.936745 + Penalty 3495.348906 = -5402955.587839
  nChanged 890
		SP:Iteration 10Q (10070.510000 sec): 3 clusters
  Score: Raw -5406698.683832 + Penalty 3495.348906 = -5403203.334926
  nChanged 661
		SP:Iteration 11Q (10070.620000 sec): 3 clusters
  Score: Raw -5406847.087527 + Penalty 3495.348906 = -5403351.738621
  nChanged 500
		SP:Iteration 12Q (10070.740000 sec): 3 clusters
  Score: Raw -5406948.793584 + Penalty 3495.348906 = -5403453.444677
  nChanged 395
		SP:Iteration 13Q (10070.860000 sec): 3 clusters
  Score: Raw -5407027.160231 + Penalty 3495.348906 = -5403531.811324
  nChanged 345
		SP:Iteration 14Q (10070.980000 sec): 3 clusters
  Score: Raw -5407083.965279 + Penalty 3495.348906 = -5403588.616373
  nChanged 300
		SP:Iteration 15Q (10071.090000 sec): 3 clusters
  Score: Raw -5407132.373143 + Penalty 3495.348906 = -5403637.024236
  nChanged 292
		SP:Iteration 16Q (10071.210000 sec): 3 clusters
  Score: Raw -5407174.672418 + Penalty 3495.348906 = -5403679.323511
  nChanged 248
		SP:Iteration 17Q (10071.320000 sec): 3 clusters
  Score: Raw -5407209.347531 + Penalty 3495.348906 = -5403713.998625
  nChanged 231
		SP:Iteration 18Q (10071.440000 sec): 3 clusters
  Score: Raw -5407242.163173 + Penalty 3495.348906 = -5403746.814267
  nChanged 244
		SP:Iteration 19Q (10071.560000 sec): 3 clusters
  Score: Raw -5407275.898037 + Penalty 3495.348906 = -5403780.549130
  nChanged 238
		SP:Iteration 20F (10071.680000 sec): 3 clusters
  Score: Raw -5407306.237827 + Penalty 3495.348906 = -5403810.888921
  nChanged 238
		SP:Iteration 21Q (10071.800000 sec): 3 clusters
  Score: Raw -5407336.688449 + Penalty 3495.348906 = -5403841.339542
  nChanged 217
		SP:Iteration 22Q (10071.910000 sec): 3 clusters
  Score: Raw -5407361.181650 + Penalty 3495.348906 = -5403865.832744
  nChanged 220
		SP:Iteration 23Q (10072.030000 sec): 3 clusters
  Score: Raw -5407383.029221 + Penalty 3495.348906 = -5403887.680314
  nChanged 198
		SP:Iteration 24Q (10072.140000 sec): 3 clusters
  Score: Raw -5407404.073495 + Penalty 3495.348906 = -5403908.724589
  nChanged 200
		SP:Iteration 25Q (10072.260000 sec): 3 clusters
  Score: Raw -5407424.259232 + Penalty 3495.348906 = -5403928.910326
  nChanged 201
		SP:Iteration 26Q (10072.380000 sec): 3 clusters
  Score: Raw -5407444.659409 + Penalty 3495.348906 = -5403949.310503
  nChanged 205
		SP:Iteration 27Q (10072.490000 sec): 3 clusters
  Score: Raw -5407464.659492 + Penalty 3495.348906 = -5403969.310586
  nChanged 188
		SP:Iteration 28Q (10072.610000 sec): 3 clusters
  Score: Raw -5407482.425690 + Penalty 3495.348906 = -5403987.076783
  nChanged 190
		SP:Iteration 29Q (10072.720000 sec): 3 clusters
  Score: Raw -5407502.554218 + Penalty 3495.348906 = -5404007.205312
  nChanged 249
		SP:Iteration 30Q (10072.840000 sec): 3 clusters
  Score: Raw -5407531.161410 + Penalty 3495.348906 = -5404035.812503
  nChanged 261
		SP:Iteration 31Q (10072.950000 sec): 3 clusters
  Score: Raw -5407563.863656 + Penalty 3495.348906 = -5404068.514750
  nChanged 281
		SP:Iteration 32Q (10073.070000 sec): 3 clusters
  Score: Raw -5407602.969137 + Penalty 3495.348906 = -5404107.620231
  nChanged 292
		SP:Iteration 33Q (10073.180000 sec): 3 clusters
  Score: Raw -5407643.050967 + Penalty 3495.348906 = -5404147.702060
  nChanged 293
		SP:Iteration 34Q (10073.300000 sec): 3 clusters
  Score: Raw -5407683.724772 + Penalty 3495.348906 = -5404188.375866
  nChanged 294
		SP:Iteration 35Q (10073.410000 sec): 3 clusters
  Score: Raw -5407723.371585 + Penalty 3495.348906 = -5404228.022679
  nChanged 286
		SP:Iteration 36Q (10073.520000 sec): 3 clusters
  Score: Raw -5407765.649368 + Penalty 3495.348906 = -5404270.300462
  nChanged 314
		SP:Iteration 37Q (10073.640000 sec): 3 clusters
  Score: Raw -5407816.355377 + Penalty 3495.348906 = -5404321.006470
  nChanged 317
		SP:Iteration 38Q (10073.750000 sec): 3 clusters
  Score: Raw -5407865.288865 + Penalty 3495.348906 = -5404369.939958
  nChanged 285
		SP:Iteration 39Q (10073.860000 sec): 3 clusters
  Score: Raw -5407908.560470 + Penalty 3495.348906 = -5404413.211564
  nChanged 292
		SP:Iteration 40F (10073.990000 sec): 3 clusters
  Score: Raw -5407955.285589 + Penalty 3495.348906 = -5404459.936683
  nChanged 290
		SP:Iteration 41Q (10074.100000 sec): 3 clusters
  Score: Raw -5407999.826234 + Penalty 3495.348906 = -5404504.477328
  nChanged 288
		SP:Iteration 42Q (10074.220000 sec): 3 clusters
  Score: Raw -5408046.168309 + Penalty 3495.348906 = -5404550.819403
  nChanged 305
		SP:Iteration 43Q (10074.330000 sec): 3 clusters
  Score: Raw -5408098.902651 + Penalty 3495.348906 = -5404603.553744
  nChanged 309
		SP:Iteration 44Q (10074.440000 sec): 3 clusters
  Score: Raw -5408154.904785 + Penalty 3495.348906 = -5404659.555879
  nChanged 332
		SP:Iteration 45Q (10074.560000 sec): 3 clusters
  Score: Raw -5408214.699974 + Penalty 3495.348906 = -5404719.351068
  nChanged 328
		SP:Iteration 46Q (10074.670000 sec): 3 clusters
  Score: Raw -5408271.894058 + Penalty 3495.348906 = -5404776.545151
  nChanged 310
		SP:Iteration 47Q (10074.780000 sec): 3 clusters
  Score: Raw -5408333.372657 + Penalty 3495.348906 = -5404838.023751
  nChanged 305
		SP:Iteration 48Q (10074.890000 sec): 3 clusters
  Score: Raw -5408396.901658 + Penalty 3495.348906 = -5404901.552752
  nChanged 337
		SP:Iteration 49Q (10075.000000 sec): 3 clusters
  Score: Raw -5408472.339104 + Penalty 3495.348906 = -5404976.990197
  nChanged 338
		SP:Iteration 50Q (10075.120000 sec): 3 clusters
  Score: Raw -5408549.946429 + Penalty 3495.348906 = -5405054.597522
  nChanged 338
		SP:Iteration 51Q (10075.230000 sec): 3 clusters
  Score: Raw -5408635.565599 + Penalty 3495.348906 = -5405140.216693
  nChanged 361
		SP:Iteration 52Q (10075.340000 sec): 3 clusters
  Score: Raw -5408738.021107 + Penalty 3495.348906 = -5405242.672201
  nChanged 363
		SP:Iteration 53Q (10075.450000 sec): 3 clusters
  Score: Raw -5408846.595712 + Penalty 3495.348906 = -5405351.246806
  nChanged 346
		SP:Iteration 54Q (10075.560000 sec): 3 clusters
  Score: Raw -5408945.731955 + Penalty 3495.348906 = -5405450.383049
  nChanged 343
		SP:Iteration 55Q (10075.670000 sec): 3 clusters
  Score: Raw -5409031.709778 + Penalty 3495.348906 = -5405536.360872
  nChanged 325
		SP:Iteration 56Q (10075.780000 sec): 3 clusters
  Score: Raw -5409111.556373 + Penalty 3495.348906 = -5405616.207467
  nChanged 290
		SP:Iteration 57Q (10075.890000 sec): 3 clusters
  Score: Raw -5409172.816440 + Penalty 3495.348906 = -5405677.467534
  nChanged 237
		SP:Iteration 58Q (10075.990000 sec): 3 clusters
  Score: Raw -5409218.506698 + Penalty 3495.348906 = -5405723.157791
  nChanged 217
		SP:Iteration 59Q (10076.100000 sec): 3 clusters
  Score: Raw -5409253.571502 + Penalty 3495.348906 = -5405758.222596
  nChanged 175
		SP:Iteration 60F (10076.220000 sec): 3 clusters
  Score: Raw -5409278.576995 + Penalty 3495.348906 = -5405783.228089
  nChanged 169
		SP:Iteration 61Q (10076.330000 sec): 3 clusters
  Score: Raw -5409299.799428 + Penalty 3495.348906 = -5405804.450521
  nChanged 148
		SP:Iteration 62Q (10076.430000 sec): 3 clusters
  Score: Raw -5409315.082598 + Penalty 3495.348906 = -5405819.733691
  nChanged 131
		SP:Iteration 63Q (10076.540000 sec): 3 clusters
  Score: Raw -5409326.243188 + Penalty 3495.348906 = -5405830.894281
  nChanged 108
		SP:Iteration 64Q (10076.640000 sec): 3 clusters
  Score: Raw -5409334.969230 + Penalty 3495.348906 = -5405839.620323
  nChanged 97
		SP:Iteration 65Q (10076.750000 sec): 3 clusters
  Score: Raw -5409342.376470 + Penalty 3495.348906 = -5405847.027564
  nChanged 88
		SP:Iteration 66Q (10076.850000 sec): 3 clusters
  Score: Raw -5409348.936513 + Penalty 3495.348906 = -5405853.587607
  nChanged 64
		SP:Iteration 67Q (10076.960000 sec): 3 clusters
  Score: Raw -5409353.244946 + Penalty 3495.348906 = -5405857.896040
  nChanged 53
		SP:Iteration 68Q (10077.060000 sec): 3 clusters
  Score: Raw -5409356.391676 + Penalty 3495.348906 = -5405861.042770
  nChanged 48
		SP:Iteration 69Q (10077.170000 sec): 3 clusters
  Score: Raw -5409359.551292 + Penalty 3495.348906 = -5405864.202386
  nChanged 59
		SP:Iteration 70Q (10077.270000 sec): 3 clusters
  Score: Raw -5409363.436560 + Penalty 3495.348906 = -5405868.087653
  nChanged 63
		SP:Iteration 71Q (10077.380000 sec): 3 clusters
  Score: Raw -5409367.892815 + Penalty 3495.348906 = -5405872.543909
  nChanged 60
		SP:Iteration 72Q (10077.480000 sec): 3 clusters
  Score: Raw -5409371.799127 + Penalty 3495.348906 = -5405876.450220
  nChanged 49
		SP:Iteration 73Q (10077.580000 sec): 3 clusters
  Score: Raw -5409374.536674 + Penalty 3495.348906 = -5405879.187767
  nChanged 35
		SP:Iteration 74Q (10077.690000 sec): 3 clusters
  Score: Raw -5409376.425052 + Penalty 3495.348906 = -5405881.076146
  nChanged 33
		SP:Iteration 75Q (10077.790000 sec): 3 clusters
  Score: Raw -5409379.182882 + Penalty 3495.348906 = -5405883.833975
  nChanged 33
		SP:Iteration 76Q (10077.900000 sec): 3 clusters
  Score: Raw -5409380.775238 + Penalty 3495.348906 = -5405885.426332
  nChanged 22
		SP:Iteration 77Q (10078.000000 sec): 3 clusters
  Score: Raw -5409382.052134 + Penalty 3495.348906 = -5405886.703228
  nChanged 27
		SP:Iteration 78Q (10078.100000 sec): 3 clusters
  Score: Raw -5409383.247058 + Penalty 3495.348906 = -5405887.898152
  nChanged 26
		SP:Iteration 79Q (10078.210000 sec): 3 clusters
  Score: Raw -5409384.556372 + Penalty 3495.348906 = -5405889.207466
  nChanged 29
		SP:Iteration 80F (10078.330000 sec): 3 clusters
  Score: Raw -5409386.400664 + Penalty 3495.348906 = -5405891.051758
  nChanged 37
		SP:Iteration 81Q (10078.430000 sec): 3 clusters
  Score: Raw -5409388.609937 + Penalty 3495.348906 = -5405893.261031
  nChanged 43
		SP:Iteration 82Q (10078.540000 sec): 3 clusters
  Score: Raw -5409391.142669 + Penalty 3495.348906 = -5405895.793763
  nChanged 35
		SP:Iteration 83Q (10078.640000 sec): 3 clusters
  Score: Raw -5409392.980780 + Penalty 3495.348906 = -5405897.631873
  nChanged 31
		SP:Iteration 84Q (10078.740000 sec): 3 clusters
  Score: Raw -5409394.831757 + Penalty 3495.348906 = -5405899.482850
  nChanged 32
		SP:Iteration 85Q (10078.850000 sec): 3 clusters
  Score: Raw -5409396.538764 + Penalty 3495.348906 = -5405901.189858
  nChanged 33
		SP:Iteration 86Q (10078.950000 sec): 3 clusters
  Score: Raw -5409398.269448 + Penalty 3495.348906 = -5405902.920542
  nChanged 35
		SP:Iteration 87Q (10079.060000 sec): 3 clusters
  Score: Raw -5409399.709426 + Penalty 3495.348906 = -5405904.360520
  nChanged 25
		SP:Iteration 88Q (10079.160000 sec): 3 clusters
  Score: Raw -5409400.704040 + Penalty 3495.348906 = -5405905.355133
  nChanged 21
		SP:Iteration 89Q (10079.260000 sec): 3 clusters
  Score: Raw -5409401.595437 + Penalty 3495.348906 = -5405906.246531
  nChanged 26
		SP:Iteration 90Q (10079.360000 sec): 3 clusters
  Score: Raw -5409402.804166 + Penalty 3495.348906 = -5405907.455259
  nChanged 32
		SP:Iteration 91Q (10079.470000 sec): 3 clusters
  Score: Raw -5409404.471605 + Penalty 3495.348906 = -5405909.122699
  nChanged 34
		SP:Iteration 92Q (10079.570000 sec): 3 clusters
  Score: Raw -5409406.178719 + Penalty 3495.348906 = -5405910.829813
  nChanged 39
		SP:Iteration 93Q (10079.680000 sec): 3 clusters
  Score: Raw -5409407.885242 + Penalty 3495.348906 = -5405912.536336
  nChanged 23
		SP:Iteration 94Q (10079.780000 sec): 3 clusters
  Score: Raw -5409408.939262 + Penalty 3495.348906 = -5405913.590355
  nChanged 22
		SP:Iteration 95Q (10079.880000 sec): 3 clusters
  Score: Raw -5409410.012520 + Penalty 3495.348906 = -5405914.663613
  nChanged 26
		SP:Iteration 96Q (10079.980000 sec): 3 clusters
  Score: Raw -5409411.291072 + Penalty 3495.348906 = -5405915.942166
  nChanged 25
		SP:Iteration 97Q (10080.090000 sec): 3 clusters
  Score: Raw -5409412.667338 + Penalty 3495.348906 = -5405917.318432
  nChanged 22
		SP:Iteration 98Q (10080.190000 sec): 3 clusters
  Score: Raw -5409413.775635 + Penalty 3495.348906 = -5405918.426729
  nChanged 19
		SP:Iteration 99Q (10080.300000 sec): 3 clusters
  Score: Raw -5409415.177194 + Penalty 3495.348906 = -5405919.828287
  nChanged 22
		SP:Iteration 100F (10080.420000 sec): 3 clusters
  Score: Raw -5409416.163069 + Penalty 3495.348906 = -5405920.814163
  nChanged 17
		SP:Iteration 101Q (10080.520000 sec): 3 clusters
  Score: Raw -5409417.160423 + Penalty 3495.348906 = -5405921.811517
  nChanged 17
		SP:Iteration 102Q (10080.620000 sec): 3 clusters
  Score: Raw -5409418.030473 + Penalty 3495.348906 = -5405922.681567
  nChanged 18
		SP:Iteration 103Q (10080.720000 sec): 3 clusters
  Score: Raw -5409419.271091 + Penalty 3495.348906 = -5405923.922184
  nChanged 25
		SP:Iteration 104Q (10080.830000 sec): 3 clusters
  Score: Raw -5409420.535282 + Penalty 3495.348906 = -5405925.186375
  nChanged 26
		SP:Iteration 105Q (10080.930000 sec): 3 clusters
  Score: Raw -5409421.853988 + Penalty 3495.348906 = -5405926.505082
  nChanged 34
		SP:Iteration 106Q (10081.040000 sec): 3 clusters
  Score: Raw -5409423.884292 + Penalty 3495.348906 = -5405928.535386
  nChanged 29
		SP:Iteration 107Q (10081.140000 sec): 3 clusters
  Score: Raw -5409425.096327 + Penalty 3495.348906 = -5405929.747421
  nChanged 21
		SP:Iteration 108Q (10081.240000 sec): 3 clusters
  Score: Raw -5409425.885899 + Penalty 3495.348906 = -5405930.536992
  nChanged 12
		SP:Iteration 109Q (10081.340000 sec): 3 clusters
  Score: Raw -5409426.493089 + Penalty 3495.348906 = -5405931.144183
  nChanged 11
		SP:Iteration 110Q (10081.440000 sec): 3 clusters
  Score: Raw -5409427.157929 + Penalty 3495.348906 = -5405931.809023
  nChanged 18
		SP:Iteration 111Q (10081.540000 sec): 3 clusters
  Score: Raw -5409428.181407 + Penalty 3495.348906 = -5405932.832501
  nChanged 17
		SP:Iteration 112Q (10081.650000 sec): 3 clusters
  Score: Raw -5409428.789913 + Penalty 3495.348906 = -5405933.441006
  nChanged 9
		SP:Iteration 113Q (10081.750000 sec): 3 clusters
  Score: Raw -5409429.100428 + Penalty 3495.348906 = -5405933.751522
  nChanged 11
		SP:Iteration 114Q (10081.860000 sec): 3 clusters
  Score: Raw -5409429.570082 + Penalty 3495.348906 = -5405934.221176
  nChanged 10
		SP:Iteration 115Q (10081.960000 sec): 3 clusters
  Score: Raw -5409429.944192 + Penalty 3495.348906 = -5405934.595286
  nChanged 10
		SP:Iteration 116Q (10082.060000 sec): 3 clusters
  Score: Raw -5409430.453934 + Penalty 3495.348906 = -5405935.105027
  nChanged 9
		SP:Iteration 117Q (10082.160000 sec): 3 clusters
  Score: Raw -5409430.856111 + Penalty 3495.348906 = -5405935.507204
  nChanged 9
		SP:Iteration 118Q (10082.260000 sec): 3 clusters
  Score: Raw -5409431.219839 + Penalty 3495.348906 = -5405935.870932
  nChanged 8
		SP:Iteration 119Q (10082.370000 sec): 3 clusters
  Score: Raw -5409431.611270 + Penalty 3495.348906 = -5405936.262363
  nChanged 8
		SP:Iteration 120F (10082.490000 sec): 3 clusters
  Score: Raw -5409431.797872 + Penalty 3495.348906 = -5405936.448966
  nChanged 3
		SP:Iteration 121Q (10082.590000 sec): 3 clusters
  Score: Raw -5409431.860984 + Penalty 3495.348906 = -5405936.512077
  nChanged 2
		SP:Iteration 122Q (10082.690000 sec): 3 clusters
  Score: Raw -5409431.916370 + Penalty 3495.348906 = -5405936.567463
  nChanged 4
		SP:Iteration 123Q (10082.800000 sec): 3 clusters
  Score: Raw -5409432.036440 + Penalty 3495.348906 = -5405936.687534
  nChanged 4
		SP:Iteration 124Q (10082.900000 sec): 3 clusters
  Score: Raw -5409432.106756 + Penalty 3495.348906 = -5405936.757849
  nChanged 1
		SP:Iteration 125Q (10083.000000 sec): 3 clusters
  Score: Raw -5409432.139324 + Penalty 3495.348906 = -5405936.790417
  nChanged 2
		SP:Iteration 126Q (10083.100000 sec): 3 clusters
  Score: Raw -5409432.165781 + Penalty 3495.348906 = -5405936.816875
  nChanged 2
		SP:Iteration 127Q (10083.200000 sec): 3 clusters
  Score: Raw -5409432.321285 + Penalty 3495.348906 = -5405936.972379
  nChanged 4
		SP:Iteration 128Q (10083.300000 sec): 3 clusters
  Score: Raw -5409432.684666 + Penalty 3495.348906 = -5405937.335759
  nChanged 6
		SP:Iteration 129Q (10083.410000 sec): 3 clusters
  Score: Raw -5409432.946210 + Penalty 3495.348906 = -5405937.597304
  nChanged 3
		SP:Iteration 130Q (10083.510000 sec): 3 clusters
  Score: Raw -5409433.027656 + Penalty 3495.348906 = -5405937.678749
  nChanged 3
		SP:Iteration 131Q (10083.610000 sec): 3 clusters
  Score: Raw -5409433.108505 + Penalty 3495.348906 = -5405937.759598
  nChanged 0
		SP:Iteration 132F (10083.730000 sec): 3 clusters
  Score: Raw -5409433.108505 + Penalty 3495.348906 = -5405937.759598
  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 13.94 GB.

 Trying to split cluster 12 (49849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10083.870000 sec): 2 clusters
  Score: Raw -5771657.760988 + Penalty 1757.722479 = -5769900.038509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10084.000000 sec): 3 clusters
  Score: Raw -5740126.232043 + Penalty 3515.444957 = -5736610.787086
  nChanged 23346
		SP:Iteration 1F (10084.140000 sec): 3 clusters
  Score: Raw -5754680.710399 + Penalty 3515.444957 = -5751165.265442
  nChanged 3389
		SP:Iteration 2F (10084.270000 sec): 3 clusters
  Score: Raw -5758740.523347 + Penalty 3515.444957 = -5755225.078390
  nChanged 4305
		SP:Iteration 3F (10084.400000 sec): 3 clusters
  Score: Raw -5767503.701071 + Penalty 3515.444957 = -5763988.256114
  nChanged 5376
		SP:Iteration 4F (10084.530000 sec): 3 clusters
  Score: Raw -5776335.608186 + Penalty 3515.444957 = -5772820.163229
  nChanged 6102
		SP:Iteration 5F (10084.660000 sec): 3 clusters
  Score: Raw -5782857.182308 + Penalty 3515.444957 = -5779341.737350
  nChanged 4461
		SP:Iteration 6F (10084.790000 sec): 3 clusters
  Score: Raw -5787574.791041 + Penalty 3515.444957 = -5784059.346083
  nChanged 2342
		SP:Iteration 7Q (10084.920000 sec): 3 clusters
  Score: Raw -5790456.508825 + Penalty 3515.444957 = -5786941.063868
  nChanged 1241
		SP:Iteration 8Q (10085.040000 sec): 3 clusters
  Score: Raw -5792518.646963 + Penalty 3515.444957 = -5789003.202006
  nChanged 740
		SP:Iteration 9Q (10085.150000 sec): 3 clusters
  Score: Raw -5793769.993207 + Penalty 3515.444957 = -5790254.548250
  nChanged 527
		SP:Iteration 10Q (10085.260000 sec): 3 clusters
  Score: Raw -5794458.535576 + Penalty 3515.444957 = -5790943.090619
  nChanged 385
		SP:Iteration 11Q (10085.350000 sec): 3 clusters
  Score: Raw -5794807.365886 + Penalty 3515.444957 = -5791291.920929
  nChanged 271
		SP:Iteration 12Q (10085.450000 sec): 3 clusters
  Score: Raw -5794983.574178 + Penalty 3515.444957 = -5791468.129221
  nChanged 169
		SP:Iteration 13Q (10085.550000 sec): 3 clusters
  Score: Raw -5795053.103488 + Penalty 3515.444957 = -5791537.658531
  nChanged 95
		SP:Iteration 14Q (10085.640000 sec): 3 clusters
  Score: Raw -5795078.689072 + Penalty 3515.444957 = -5791563.244114
  nChanged 47
		SP:Iteration 15Q (10085.740000 sec): 3 clusters
  Score: Raw -5795087.267254 + Penalty 3515.444957 = -5791571.822296
  nChanged 33
		SP:Iteration 16Q (10085.840000 sec): 3 clusters
  Score: Raw -5795092.215804 + Penalty 3515.444957 = -5791576.770846
  nChanged 25
		SP:Iteration 17Q (10085.930000 sec): 3 clusters
  Score: Raw -5795094.910067 + Penalty 3515.444957 = -5791579.465109
  nChanged 19
		SP:Iteration 18Q (10086.020000 sec): 3 clusters
  Score: Raw -5795096.641662 + Penalty 3515.444957 = -5791581.196704
  nChanged 15
		SP:Iteration 19Q (10086.120000 sec): 3 clusters
  Score: Raw -5795097.771039 + Penalty 3515.444957 = -5791582.326082
  nChanged 8
		SP:Iteration 20F (10086.250000 sec): 3 clusters
  Score: Raw -5795098.281726 + Penalty 3515.444957 = -5791582.836768
  nChanged 1
		SP:Iteration 21Q (10086.340000 sec): 3 clusters
  Score: Raw -5795098.311609 + Penalty 3515.444957 = -5791582.866651
  nChanged 1
		SP:Iteration 22Q (10086.440000 sec): 3 clusters
  Score: Raw -5795098.350221 + Penalty 3515.444957 = -5791582.905264
  nChanged 2
		SP:Iteration 23Q (10086.530000 sec): 3 clusters
  Score: Raw -5795098.431258 + Penalty 3515.444957 = -5791582.986300
  nChanged 0
		SP:Iteration 24F (10086.660000 sec): 3 clusters
  Score: Raw -5795098.431258 + Penalty 3515.444957 = -5791582.986300
  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 13.94 GB.

 Trying to split cluster 13 (148315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10087.080000 sec): 2 clusters
  Score: Raw -17248121.054704 + Penalty 1934.902721 = -17246186.151983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10087.480000 sec): 3 clusters
  Score: Raw -17150312.024398 + Penalty 3869.805443 = -17146442.218956
  nChanged 71504
		SP:Iteration 1F (10087.880000 sec): 3 clusters
  Score: Raw -17195044.825649 + Penalty 3869.805443 = -17191175.020206
  nChanged 7403
		SP:Iteration 2Q (10088.280000 sec): 3 clusters
  Score: Raw -17199280.820186 + Penalty 3869.805443 = -17195411.014743
  nChanged 9691
		SP:Iteration 3F (10088.680000 sec): 3 clusters
  Score: Raw -17205081.466617 + Penalty 3869.805443 = -17201211.661175
  nChanged 11459
		SP:Iteration 4F (10089.070000 sec): 3 clusters
  Score: Raw -17212359.899799 + Penalty 3869.805443 = -17208490.094356
  nChanged 11997
		SP:Iteration 5F (10089.460000 sec): 3 clusters
  Score: Raw -17220227.643774 + Penalty 3869.805443 = -17216357.838332
  nChanged 11041
		SP:Iteration 6F (10089.860000 sec): 3 clusters
  Score: Raw -17227173.505089 + Penalty 3869.805443 = -17223303.699647
  nChanged 8906
		SP:Iteration 7F (10090.250000 sec): 3 clusters
  Score: Raw -17232266.255087 + Penalty 3869.805443 = -17228396.449645
  nChanged 6948
		SP:Iteration 8Q (10090.650000 sec): 3 clusters
  Score: Raw -17236184.414909 + Penalty 3869.805443 = -17232314.609467
  nChanged 5853
		SP:Iteration 9Q (10091.050000 sec): 3 clusters
  Score: Raw -17239572.004402 + Penalty 3869.805443 = -17235702.198959
  nChanged 5312
		SP:Iteration 10Q (10091.450000 sec): 3 clusters
  Score: Raw -17242910.441944 + Penalty 3869.805443 = -17239040.636501
  nChanged 4814
		SP:Iteration 11Q (10091.840000 sec): 3 clusters
  Score: Raw -17246347.810422 + Penalty 3869.805443 = -17242478.004980
  nChanged 4004
		SP:Iteration 12Q (10092.240000 sec): 3 clusters
  Score: Raw -17249602.078720 + Penalty 3869.805443 = -17245732.273278
  nChanged 2988
		SP:Iteration 13Q (10092.620000 sec): 3 clusters
  Score: Raw -17252272.955294 + Penalty 3869.805443 = -17248403.149852
  nChanged 2050
		SP:Iteration 14Q (10092.980000 sec): 3 clusters
  Score: Raw -17254052.230358 + Penalty 3869.805443 = -17250182.424916
  nChanged 1347
		SP:Iteration 15Q (10093.310000 sec): 3 clusters
  Score: Raw -17255098.818493 + Penalty 3869.805443 = -17251229.013051
  nChanged 949
		SP:Iteration 16Q (10093.630000 sec): 3 clusters
  Score: Raw -17255728.424052 + Penalty 3869.805443 = -17251858.618609
  nChanged 662
		SP:Iteration 17Q (10093.940000 sec): 3 clusters
  Score: Raw -17256139.715330 + Penalty 3869.805443 = -17252269.909888
  nChanged 514
		SP:Iteration 18Q (10094.240000 sec): 3 clusters
  Score: Raw -17256428.345489 + Penalty 3869.805443 = -17252558.540047
  nChanged 388
		SP:Iteration 19Q (10094.530000 sec): 3 clusters
  Score: Raw -17256615.115425 + Penalty 3869.805443 = -17252745.309983
  nChanged 319
		SP:Iteration 20F (10094.920000 sec): 3 clusters
  Score: Raw -17256747.564793 + Penalty 3869.805443 = -17252877.759351
  nChanged 260
		SP:Iteration 21Q (10095.210000 sec): 3 clusters
  Score: Raw -17256839.040143 + Penalty 3869.805443 = -17252969.234701
  nChanged 230
		SP:Iteration 22Q (10095.510000 sec): 3 clusters
  Score: Raw -17256917.014553 + Penalty 3869.805443 = -17253047.209110
  nChanged 207
		SP:Iteration 23Q (10095.800000 sec): 3 clusters
  Score: Raw -17256996.072266 + Penalty 3869.805443 = -17253126.266823
  nChanged 192
		SP:Iteration 24Q (10096.090000 sec): 3 clusters
  Score: Raw -17257086.702038 + Penalty 3869.805443 = -17253216.896595
  nChanged 204
		SP:Iteration 25Q (10096.380000 sec): 3 clusters
  Score: Raw -17257225.356397 + Penalty 3869.805443 = -17253355.550955
  nChanged 235
		SP:Iteration 26Q (10096.660000 sec): 3 clusters
  Score: Raw -17257401.496953 + Penalty 3869.805443 = -17253531.691511
  nChanged 241
		SP:Iteration 27Q (10096.950000 sec): 3 clusters
  Score: Raw -17257628.237047 + Penalty 3869.805443 = -17253758.431604
  nChanged 224
		SP:Iteration 28Q (10097.240000 sec): 3 clusters
  Score: Raw -17257794.352794 + Penalty 3869.805443 = -17253924.547351
  nChanged 207
		SP:Iteration 29Q (10097.520000 sec): 3 clusters
  Score: Raw -17257893.838922 + Penalty 3869.805443 = -17254024.033480
  nChanged 160
		SP:Iteration 30Q (10097.810000 sec): 3 clusters
  Score: Raw -17257949.428799 + Penalty 3869.805443 = -17254079.623356
  nChanged 111
		SP:Iteration 31Q (10098.090000 sec): 3 clusters
  Score: Raw -17257972.914391 + Penalty 3869.805443 = -17254103.108948
  nChanged 72
		SP:Iteration 32Q (10098.380000 sec): 3 clusters
  Score: Raw -17257986.036005 + Penalty 3869.805443 = -17254116.230563
  nChanged 53
		SP:Iteration 33Q (10098.660000 sec): 3 clusters
  Score: Raw -17257993.904640 + Penalty 3869.805443 = -17254124.099197
  nChanged 42
		SP:Iteration 34Q (10098.940000 sec): 3 clusters
  Score: Raw -17257998.714298 + Penalty 3869.805443 = -17254128.908855
  nChanged 25
		SP:Iteration 35Q (10099.220000 sec): 3 clusters
  Score: Raw -17258000.929587 + Penalty 3869.805443 = -17254131.124144
  nChanged 22
		SP:Iteration 36Q (10099.500000 sec): 3 clusters
  Score: Raw -17258002.275730 + Penalty 3869.805443 = -17254132.470287
  nChanged 10
		SP:Iteration 37Q (10099.780000 sec): 3 clusters
  Score: Raw -17258002.819340 + Penalty 3869.805443 = -17254133.013897
  nChanged 6
		SP:Iteration 38Q (10100.060000 sec): 3 clusters
  Score: Raw -17258003.080326 + Penalty 3869.805443 = -17254133.274883
  nChanged 3
		SP:Iteration 39Q (10100.340000 sec): 3 clusters
  Score: Raw -17258003.199853 + Penalty 3869.805443 = -17254133.394410
  nChanged 2
		SP:Iteration 40F (10100.720000 sec): 3 clusters
  Score: Raw -17258003.264661 + Penalty 3869.805443 = -17254133.459219
  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 13.94 GB.

 Trying to split cluster 14 (14088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10100.840000 sec): 2 clusters
  Score: Raw -1334225.857715 + Penalty 1552.375281 = -1332673.482434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10100.870000 sec): 3 clusters
  Score: Raw -1326532.122521 + Penalty 3104.750561 = -1323427.371959
  nChanged 6404
		SP:Iteration 1F (10100.910000 sec): 3 clusters
  Score: Raw -1337401.173542 + Penalty 3104.750561 = -1334296.422980
  nChanged 2117
		SP:Iteration 2F (10100.950000 sec): 3 clusters
  Score: Raw -1340652.091549 + Penalty 3104.750561 = -1337547.340987
  nChanged 1378
		SP:Iteration 3F (10100.980000 sec): 3 clusters
  Score: Raw -1342487.042623 + Penalty 3104.750561 = -1339382.292061
  nChanged 1056
		SP:Iteration 4F (10101.020000 sec): 3 clusters
  Score: Raw -1344107.780339 + Penalty 3104.750561 = -1341003.029778
  nChanged 792
		SP:Iteration 5F (10101.050000 sec): 3 clusters
  Score: Raw -1345647.429369 + Penalty 3104.750561 = -1342542.678808
  nChanged 657
		SP:Iteration 6Q (10101.080000 sec): 3 clusters
  Score: Raw -1346756.115943 + Penalty 3104.750561 = -1343651.365382
  nChanged 534
		SP:Iteration 7Q (10101.110000 sec): 3 clusters
  Score: Raw -1347649.472685 + Penalty 3104.750561 = -1344544.722123
  nChanged 401
		SP:Iteration 8Q (10101.140000 sec): 3 clusters
  Score: Raw -1348121.110675 + Penalty 3104.750561 = -1345016.360114
  nChanged 296
		SP:Iteration 9Q (10101.170000 sec): 3 clusters
  Score: Raw -1348295.288457 + Penalty 3104.750561 = -1345190.537896
  nChanged 184
		SP:Iteration 10Q (10101.200000 sec): 3 clusters
  Score: Raw -1348386.448799 + Penalty 3104.750561 = -1345281.698238
  nChanged 118
		SP:Iteration 11Q (10101.230000 sec): 3 clusters
  Score: Raw -1348437.392006 + Penalty 3104.750561 = -1345332.641444
  nChanged 95
		SP:Iteration 12Q (10101.260000 sec): 3 clusters
  Score: Raw -1348467.193331 + Penalty 3104.750561 = -1345362.442770
  nChanged 65
		SP:Iteration 13Q (10101.290000 sec): 3 clusters
  Score: Raw -1348493.402472 + Penalty 3104.750561 = -1345388.651911
  nChanged 48
		SP:Iteration 14Q (10101.320000 sec): 3 clusters
  Score: Raw -1348508.562251 + Penalty 3104.750561 = -1345403.811690
  nChanged 46
		SP:Iteration 15Q (10101.350000 sec): 3 clusters
  Score: Raw -1348522.482314 + Penalty 3104.750561 = -1345417.731753
  nChanged 41
		SP:Iteration 16Q (10101.370000 sec): 3 clusters
  Score: Raw -1348533.986266 + Penalty 3104.750561 = -1345429.235705
  nChanged 32
		SP:Iteration 17Q (10101.400000 sec): 3 clusters
  Score: Raw -1348540.338263 + Penalty 3104.750561 = -1345435.587702
  nChanged 26
		SP:Iteration 18Q (10101.430000 sec): 3 clusters
  Score: Raw -1348547.999859 + Penalty 3104.750561 = -1345443.249297
  nChanged 29
		SP:Iteration 19Q (10101.460000 sec): 3 clusters
  Score: Raw -1348558.496416 + Penalty 3104.750561 = -1345453.745854
  nChanged 33
		SP:Iteration 20F (10101.490000 sec): 3 clusters
  Score: Raw -1348572.690871 + Penalty 3104.750561 = -1345467.940309
  nChanged 41
		SP:Iteration 21Q (10101.530000 sec): 3 clusters
  Score: Raw -1348592.904257 + Penalty 3104.750561 = -1345488.153695
  nChanged 46
		SP:Iteration 22Q (10101.550000 sec): 3 clusters
  Score: Raw -1348617.125231 + Penalty 3104.750561 = -1345512.374670
  nChanged 40
		SP:Iteration 23Q (10101.580000 sec): 3 clusters
  Score: Raw -1348642.801596 + Penalty 3104.750561 = -1345538.051035
  nChanged 43
		SP:Iteration 24Q (10101.610000 sec): 3 clusters
  Score: Raw -1348667.300295 + Penalty 3104.750561 = -1345562.549734
  nChanged 47
		SP:Iteration 25Q (10101.640000 sec): 3 clusters
  Score: Raw -1348693.601178 + Penalty 3104.750561 = -1345588.850617
  nChanged 40
		SP:Iteration 26Q (10101.670000 sec): 3 clusters
  Score: Raw -1348709.668956 + Penalty 3104.750561 = -1345604.918395
  nChanged 31
		SP:Iteration 27Q (10101.700000 sec): 3 clusters
  Score: Raw -1348716.134957 + Penalty 3104.750561 = -1345611.384395
  nChanged 29
		SP:Iteration 28Q (10101.730000 sec): 3 clusters
  Score: Raw -1348721.871096 + Penalty 3104.750561 = -1345617.120535
  nChanged 22
		SP:Iteration 29Q (10101.750000 sec): 3 clusters
  Score: Raw -1348728.927438 + Penalty 3104.750561 = -1345624.176877
  nChanged 25
		SP:Iteration 30Q (10101.780000 sec): 3 clusters
  Score: Raw -1348739.492310 + Penalty 3104.750561 = -1345634.741748
  nChanged 21
		SP:Iteration 31Q (10101.810000 sec): 3 clusters
  Score: Raw -1348750.603211 + Penalty 3104.750561 = -1345645.852650
  nChanged 28
		SP:Iteration 32Q (10101.840000 sec): 3 clusters
  Score: Raw -1348764.806292 + Penalty 3104.750561 = -1345660.055730
  nChanged 29
		SP:Iteration 33Q (10101.870000 sec): 3 clusters
  Score: Raw -1348777.784290 + Penalty 3104.750561 = -1345673.033729
  nChanged 32
		SP:Iteration 34Q (10101.900000 sec): 3 clusters
  Score: Raw -1348803.953693 + Penalty 3104.750561 = -1345699.203132
  nChanged 38
		SP:Iteration 35Q (10101.930000 sec): 3 clusters
  Score: Raw -1348836.715799 + Penalty 3104.750561 = -1345731.965238
  nChanged 47
		SP:Iteration 36Q (10101.950000 sec): 3 clusters
  Score: Raw -1348864.306597 + Penalty 3104.750561 = -1345759.556036
  nChanged 31
		SP:Iteration 37Q (10101.980000 sec): 3 clusters
  Score: Raw -1348880.365895 + Penalty 3104.750561 = -1345775.615334
  nChanged 21
		SP:Iteration 38Q (10102.010000 sec): 3 clusters
  Score: Raw -1348896.955732 + Penalty 3104.750561 = -1345792.205171
  nChanged 15
		SP:Iteration 39Q (10102.040000 sec): 3 clusters
  Score: Raw -1348901.542151 + Penalty 3104.750561 = -1345796.791590
  nChanged 8
		SP:Iteration 40F (10102.070000 sec): 3 clusters
  Score: Raw -1348960.962842 + Penalty 3104.750561 = -1345856.212281
  nChanged 19
		SP:Iteration 41Q (10102.100000 sec): 3 clusters
  Score: Raw -1348989.170814 + Penalty 3104.750561 = -1345884.420253
  nChanged 26
		SP:Iteration 42Q (10102.130000 sec): 3 clusters
  Score: Raw -1349000.181111 + Penalty 3104.750561 = -1345895.430550
  nChanged 21
		SP:Iteration 43Q (10102.160000 sec): 3 clusters
  Score: Raw -1349004.619967 + Penalty 3104.750561 = -1345899.869405
  nChanged 16
		SP:Iteration 44Q (10102.190000 sec): 3 clusters
  Score: Raw -1349007.523292 + Penalty 3104.750561 = -1345902.772731
  nChanged 10
		SP:Iteration 45Q (10102.220000 sec): 3 clusters
  Score: Raw -1349009.207241 + Penalty 3104.750561 = -1345904.456680
  nChanged 8
		SP:Iteration 46Q (10102.250000 sec): 3 clusters
  Score: Raw -1349012.305186 + Penalty 3104.750561 = -1345907.554625
  nChanged 18
		SP:Iteration 47Q (10102.270000 sec): 3 clusters
  Score: Raw -1349017.641779 + Penalty 3104.750561 = -1345912.891218
  nChanged 13
		SP:Iteration 48Q (10102.300000 sec): 3 clusters
  Score: Raw -1349019.731368 + Penalty 3104.750561 = -1345914.980806
  nChanged 9
		SP:Iteration 49Q (10102.330000 sec): 3 clusters
  Score: Raw -1349021.436657 + Penalty 3104.750561 = -1345916.686096
  nChanged 10
		SP:Iteration 50Q (10102.360000 sec): 3 clusters
  Score: Raw -1349023.784358 + Penalty 3104.750561 = -1345919.033796
  nChanged 11
		SP:Iteration 51Q (10102.390000 sec): 3 clusters
  Score: Raw -1349025.248916 + Penalty 3104.750561 = -1345920.498355
  nChanged 9
		SP:Iteration 52Q (10102.420000 sec): 3 clusters
  Score: Raw -1349026.391766 + Penalty 3104.750561 = -1345921.641204
  nChanged 6
		SP:Iteration 53Q (10102.450000 sec): 3 clusters
  Score: Raw -1349026.888680 + Penalty 3104.750561 = -1345922.138119
  nChanged 6
		SP:Iteration 54Q (10102.470000 sec): 3 clusters
  Score: Raw -1349027.397892 + Penalty 3104.750561 = -1345922.647331
  nChanged 2
		SP:Iteration 55Q (10102.500000 sec): 3 clusters
  Score: Raw -1349027.477295 + Penalty 3104.750561 = -1345922.726734
  nChanged 0
		SP:Iteration 56F (10102.540000 sec): 3 clusters
  Score: Raw -1349027.477295 + Penalty 3104.750561 = -1345922.726734
  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 13.94 GB.

 Trying to split cluster 15 (199560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10103.120000 sec): 2 clusters
  Score: Raw -23015642.570833 + Penalty 1983.128911 = -23013659.441922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10103.660000 sec): 3 clusters
  Score: Raw -22883650.114084 + Penalty 3966.257822 = -22879683.856262
  nChanged 96803
		SP:Iteration 1F (10104.190000 sec): 3 clusters
  Score: Raw -22942899.410456 + Penalty 3966.257822 = -22938933.152634
  nChanged 9454
		SP:Iteration 2Q (10104.740000 sec): 3 clusters
  Score: Raw -22949449.075179 + Penalty 3966.257822 = -22945482.817356
  nChanged 15261
		SP:Iteration 3F (10105.270000 sec): 3 clusters
  Score: Raw -22963738.147295 + Penalty 3966.257822 = -22959771.889473
  nChanged 21232
		SP:Iteration 4F (10105.800000 sec): 3 clusters
  Score: Raw -22984867.588737 + Penalty 3966.257822 = -22980901.330915
  nChanged 21614
		SP:Iteration 5F (10106.330000 sec): 3 clusters
  Score: Raw -23005366.911040 + Penalty 3966.257822 = -23001400.653218
  nChanged 15656
		SP:Iteration 6F (10106.870000 sec): 3 clusters
  Score: Raw -23019194.980754 + Penalty 3966.257822 = -23015228.722932
  nChanged 9808
		SP:Iteration 7Q (10107.400000 sec): 3 clusters
  Score: Raw -23027301.257565 + Penalty 3966.257822 = -23023334.999743
  nChanged 5883
		SP:Iteration 8Q (10107.940000 sec): 3 clusters
  Score: Raw -23031548.710724 + Penalty 3966.257822 = -23027582.452902
  nChanged 3701
		SP:Iteration 9Q (10108.480000 sec): 3 clusters
  Score: Raw -23033614.450043 + Penalty 3966.257822 = -23029648.192221
  nChanged 2368
		SP:Iteration 10Q (10108.990000 sec): 3 clusters
  Score: Raw -23034646.873411 + Penalty 3966.257822 = -23030680.615589
  nChanged 1632
		SP:Iteration 11Q (10109.480000 sec): 3 clusters
  Score: Raw -23035199.619690 + Penalty 3966.257822 = -23031233.361867
  nChanged 1095
		SP:Iteration 12Q (10109.950000 sec): 3 clusters
  Score: Raw -23035489.944225 + Penalty 3966.257822 = -23031523.686402
  nChanged 805
		SP:Iteration 13Q (10110.410000 sec): 3 clusters
  Score: Raw -23035658.682160 + Penalty 3966.257822 = -23031692.424338
  nChanged 595
		SP:Iteration 14Q (10110.860000 sec): 3 clusters
  Score: Raw -23035760.995333 + Penalty 3966.257822 = -23031794.737510
  nChanged 431
		SP:Iteration 15Q (10111.310000 sec): 3 clusters
  Score: Raw -23035820.323376 + Penalty 3966.257822 = -23031854.065553
  nChanged 333
		SP:Iteration 16Q (10111.750000 sec): 3 clusters
  Score: Raw -23035856.521054 + Penalty 3966.257822 = -23031890.263232
  nChanged 245
		SP:Iteration 17Q (10112.190000 sec): 3 clusters
  Score: Raw -23035876.929462 + Penalty 3966.257822 = -23031910.671640
  nChanged 173
		SP:Iteration 18Q (10112.630000 sec): 3 clusters
  Score: Raw -23035887.987767 + Penalty 3966.257822 = -23031921.729945
  nChanged 125
		SP:Iteration 19Q (10113.070000 sec): 3 clusters
  Score: Raw -23035895.325661 + Penalty 3966.257822 = -23031929.067839
  nChanged 91
		SP:Iteration 20F (10113.600000 sec): 3 clusters
  Score: Raw -23035899.943874 + Penalty 3966.257822 = -23031933.686052
  nChanged 73
		SP:Iteration 21Q (10114.040000 sec): 3 clusters
  Score: Raw -23035903.242780 + Penalty 3966.257822 = -23031936.984958
  nChanged 62
		SP:Iteration 22Q (10114.480000 sec): 3 clusters
  Score: Raw -23035905.958581 + Penalty 3966.257822 = -23031939.700759
  nChanged 54
		SP:Iteration 23Q (10114.920000 sec): 3 clusters
  Score: Raw -23035907.837377 + Penalty 3966.257822 = -23031941.579555
  nChanged 33
		SP:Iteration 24Q (10115.350000 sec): 3 clusters
  Score: Raw -23035909.041672 + Penalty 3966.257822 = -23031942.783850
  nChanged 24
		SP:Iteration 25Q (10115.780000 sec): 3 clusters
  Score: Raw -23035909.964111 + Penalty 3966.257822 = -23031943.706289
  nChanged 20
		SP:Iteration 26Q (10116.220000 sec): 3 clusters
  Score: Raw -23035910.677139 + Penalty 3966.257822 = -23031944.419317
  nChanged 20
		SP:Iteration 27Q (10116.650000 sec): 3 clusters
  Score: Raw -23035911.139262 + Penalty 3966.257822 = -23031944.881440
  nChanged 12
		SP:Iteration 28Q (10117.090000 sec): 3 clusters
  Score: Raw -23035911.437830 + Penalty 3966.257822 = -23031945.180008
  nChanged 12
		SP:Iteration 29Q (10117.520000 sec): 3 clusters
  Score: Raw -23035911.673621 + Penalty 3966.257822 = -23031945.415799
  nChanged 10
		SP:Iteration 30Q (10117.950000 sec): 3 clusters
  Score: Raw -23035911.995350 + Penalty 3966.257822 = -23031945.737528
  nChanged 10
		SP:Iteration 31Q (10118.390000 sec): 3 clusters
  Score: Raw -23035912.189001 + Penalty 3966.257822 = -23031945.931179
  nChanged 3
		SP:Iteration 32Q (10118.820000 sec): 3 clusters
  Score: Raw -23035912.225258 + Penalty 3966.257822 = -23031945.967435
  nChanged 3
		SP:Iteration 33Q (10119.260000 sec): 3 clusters
  Score: Raw -23035912.268396 + Penalty 3966.257822 = -23031946.010574
  nChanged 3
		SP:Iteration 34Q (10119.690000 sec): 3 clusters
  Score: Raw -23035912.310769 + Penalty 3966.257822 = -23031946.052947
  nChanged 2
		SP:Iteration 35Q (10120.130000 sec): 3 clusters
  Score: Raw -23035912.340176 + Penalty 3966.257822 = -23031946.082354
  nChanged 1
		SP:Iteration 36Q (10120.580000 sec): 3 clusters
  Score: Raw -23035912.348552 + Penalty 3966.257822 = -23031946.090730
  nChanged 0
		SP:Iteration 37F (10121.100000 sec): 3 clusters
  Score: Raw -23035912.348552 + Penalty 3966.257822 = -23031946.090730
  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 13.94 GB.

 Trying to split cluster 16 (48321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10121.310000 sec): 2 clusters
  Score: Raw -5134613.433358 + Penalty 1752.663498 = -5132860.769860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10121.440000 sec): 3 clusters
  Score: Raw -5104156.597676 + Penalty 3505.326997 = -5100651.270679
  nChanged 22773
		SP:Iteration 1F (10121.570000 sec): 3 clusters
  Score: Raw -5123173.299009 + Penalty 3505.326997 = -5119667.972013
  nChanged 5441
		SP:Iteration 2F (10121.690000 sec): 3 clusters
  Score: Raw -5129847.844453 + Penalty 3505.326997 = -5126342.517457
  nChanged 5033
		SP:Iteration 3F (10121.820000 sec): 3 clusters
  Score: Raw -5134812.818036 + Penalty 3505.326997 = -5131307.491039
  nChanged 3649
		SP:Iteration 4F (10121.950000 sec): 3 clusters
  Score: Raw -5137647.755508 + Penalty 3505.326997 = -5134142.428511
  nChanged 2406
		SP:Iteration 5Q (10122.070000 sec): 3 clusters
  Score: Raw -5138873.210422 + Penalty 3505.326997 = -5135367.883425
  nChanged 1498
		SP:Iteration 6Q (10122.190000 sec): 3 clusters
  Score: Raw -5139413.470525 + Penalty 3505.326997 = -5135908.143529
  nChanged 920
		SP:Iteration 7Q (10122.320000 sec): 3 clusters
  Score: Raw -5139688.149905 + Penalty 3505.326997 = -5136182.822908
  nChanged 676
		SP:Iteration 8Q (10122.450000 sec): 3 clusters
  Score: Raw -5139909.326517 + Penalty 3505.326997 = -5136403.999521
  nChanged 609
		SP:Iteration 9Q (10122.570000 sec): 3 clusters
  Score: Raw -5140142.242163 + Penalty 3505.326997 = -5136636.915166
  nChanged 590
		SP:Iteration 10Q (10122.690000 sec): 3 clusters
  Score: Raw -5140392.708116 + Penalty 3505.326997 = -5136887.381119
  nChanged 625
		SP:Iteration 11Q (10122.810000 sec): 3 clusters
  Score: Raw -5140665.928542 + Penalty 3505.326997 = -5137160.601545
  nChanged 656
		SP:Iteration 12Q (10122.930000 sec): 3 clusters
  Score: Raw -5140933.212317 + Penalty 3505.326997 = -5137427.885321
  nChanged 668
		SP:Iteration 13Q (10123.050000 sec): 3 clusters
  Score: Raw -5141147.435776 + Penalty 3505.326997 = -5137642.108779
  nChanged 610
		SP:Iteration 14Q (10123.170000 sec): 3 clusters
  Score: Raw -5141319.003047 + Penalty 3505.326997 = -5137813.676051
  nChanged 607
		SP:Iteration 15Q (10123.290000 sec): 3 clusters
  Score: Raw -5141475.666999 + Penalty 3505.326997 = -5137970.340003
  nChanged 536
		SP:Iteration 16Q (10123.410000 sec): 3 clusters
  Score: Raw -5141612.856058 + Penalty 3505.326997 = -5138107.529061
  nChanged 511
		SP:Iteration 17Q (10123.530000 sec): 3 clusters
  Score: Raw -5141742.121017 + Penalty 3505.326997 = -5138236.794021
  nChanged 497
		SP:Iteration 18Q (10123.650000 sec): 3 clusters
  Score: Raw -5141877.449444 + Penalty 3505.326997 = -5138372.122447
  nChanged 527
		SP:Iteration 19Q (10123.770000 sec): 3 clusters
  Score: Raw -5142029.518543 + Penalty 3505.326997 = -5138524.191546
  nChanged 505
		SP:Iteration 20F (10123.890000 sec): 3 clusters
  Score: Raw -5142183.034462 + Penalty 3505.326997 = -5138677.707466
  nChanged 480
		SP:Iteration 21Q (10124.010000 sec): 3 clusters
  Score: Raw -5142324.104216 + Penalty 3505.326997 = -5138818.777219
  nChanged 492
		SP:Iteration 22Q (10124.130000 sec): 3 clusters
  Score: Raw -5142485.904297 + Penalty 3505.326997 = -5138980.577301
  nChanged 488
		SP:Iteration 23Q (10124.250000 sec): 3 clusters
  Score: Raw -5142646.621112 + Penalty 3505.326997 = -5139141.294115
  nChanged 469
		SP:Iteration 24Q (10124.360000 sec): 3 clusters
  Score: Raw -5142798.241445 + Penalty 3505.326997 = -5139292.914449
  nChanged 450
		SP:Iteration 25Q (10124.470000 sec): 3 clusters
  Score: Raw -5142945.574166 + Penalty 3505.326997 = -5139440.247170
  nChanged 401
		SP:Iteration 26Q (10124.590000 sec): 3 clusters
  Score: Raw -5143057.203854 + Penalty 3505.326997 = -5139551.876858
  nChanged 377
		SP:Iteration 27Q (10124.690000 sec): 3 clusters
  Score: Raw -5143150.127510 + Penalty 3505.326997 = -5139644.800514
  nChanged 304
		SP:Iteration 28Q (10124.810000 sec): 3 clusters
  Score: Raw -5143215.710360 + Penalty 3505.326997 = -5139710.383364
  nChanged 274
		SP:Iteration 29Q (10124.920000 sec): 3 clusters
  Score: Raw -5143276.728950 + Penalty 3505.326997 = -5139771.401953
  nChanged 248
		SP:Iteration 30Q (10125.030000 sec): 3 clusters
  Score: Raw -5143340.079854 + Penalty 3505.326997 = -5139834.752857
  nChanged 227
		SP:Iteration 31Q (10125.130000 sec): 3 clusters
  Score: Raw -5143403.248429 + Penalty 3505.326997 = -5139897.921432
  nChanged 229
		SP:Iteration 32Q (10125.240000 sec): 3 clusters
  Score: Raw -5143467.427643 + Penalty 3505.326997 = -5139962.100646
  nChanged 205
		SP:Iteration 33Q (10125.350000 sec): 3 clusters
  Score: Raw -5143538.970633 + Penalty 3505.326997 = -5140033.643636
  nChanged 193
		SP:Iteration 34Q (10125.460000 sec): 3 clusters
  Score: Raw -5143602.201695 + Penalty 3505.326997 = -5140096.874698
  nChanged 158
		SP:Iteration 35Q (10125.560000 sec): 3 clusters
  Score: Raw -5143662.189915 + Penalty 3505.326997 = -5140156.862918
  nChanged 140
		SP:Iteration 36Q (10125.670000 sec): 3 clusters
  Score: Raw -5143722.179414 + Penalty 3505.326997 = -5140216.852418
  nChanged 138
		SP:Iteration 37Q (10125.770000 sec): 3 clusters
  Score: Raw -5143813.498137 + Penalty 3505.326997 = -5140308.171141
  nChanged 147
		SP:Iteration 38Q (10125.880000 sec): 3 clusters
  Score: Raw -5143950.044740 + Penalty 3505.326997 = -5140444.717744
  nChanged 189
		SP:Iteration 39Q (10125.990000 sec): 3 clusters
  Score: Raw -5144094.431795 + Penalty 3505.326997 = -5140589.104799
  nChanged 177
		SP:Iteration 40F (10126.110000 sec): 3 clusters
  Score: Raw -5144214.958534 + Penalty 3505.326997 = -5140709.631537
  nChanged 172
		SP:Iteration 41Q (10126.220000 sec): 3 clusters
  Score: Raw -5144286.157461 + Penalty 3505.326997 = -5140780.830464
  nChanged 137
		SP:Iteration 42Q (10126.320000 sec): 3 clusters
  Score: Raw -5144322.920448 + Penalty 3505.326997 = -5140817.593452
  nChanged 110
		SP:Iteration 43Q (10126.430000 sec): 3 clusters
  Score: Raw -5144344.048174 + Penalty 3505.326997 = -5140838.721177
  nChanged 82
		SP:Iteration 44Q (10126.530000 sec): 3 clusters
  Score: Raw -5144355.565308 + Penalty 3505.326997 = -5140850.238312
  nChanged 65
		SP:Iteration 45Q (10126.630000 sec): 3 clusters
  Score: Raw -5144361.931230 + Penalty 3505.326997 = -5140856.604233
  nChanged 48
		SP:Iteration 46Q (10126.740000 sec): 3 clusters
  Score: Raw -5144367.389465 + Penalty 3505.326997 = -5140862.062469
  nChanged 32
		SP:Iteration 47Q (10126.840000 sec): 3 clusters
  Score: Raw -5144370.108704 + Penalty 3505.326997 = -5140864.781708
  nChanged 26
		SP:Iteration 48Q (10126.940000 sec): 3 clusters
  Score: Raw -5144371.961705 + Penalty 3505.326997 = -5140866.634709
  nChanged 23
		SP:Iteration 49Q (10127.040000 sec): 3 clusters
  Score: Raw -5144373.150626 + Penalty 3505.326997 = -5140867.823629
  nChanged 13
		SP:Iteration 50Q (10127.150000 sec): 3 clusters
  Score: Raw -5144374.054469 + Penalty 3505.326997 = -5140868.727472
  nChanged 13
		SP:Iteration 51Q (10127.250000 sec): 3 clusters
  Score: Raw -5144374.640952 + Penalty 3505.326997 = -5140869.313956
  nChanged 11
		SP:Iteration 52Q (10127.350000 sec): 3 clusters
  Score: Raw -5144375.284000 + Penalty 3505.326997 = -5140869.957003
  nChanged 8
		SP:Iteration 53Q (10127.460000 sec): 3 clusters
  Score: Raw -5144375.813642 + Penalty 3505.326997 = -5140870.486646
  nChanged 7
		SP:Iteration 54Q (10127.560000 sec): 3 clusters
  Score: Raw -5144376.160728 + Penalty 3505.326997 = -5140870.833732
  nChanged 8
		SP:Iteration 55Q (10127.660000 sec): 3 clusters
  Score: Raw -5144376.512936 + Penalty 3505.326997 = -5140871.185940
  nChanged 6
		SP:Iteration 56Q (10127.760000 sec): 3 clusters
  Score: Raw -5144376.850413 + Penalty 3505.326997 = -5140871.523417
  nChanged 10
		SP:Iteration 57Q (10127.870000 sec): 3 clusters
  Score: Raw -5144377.369580 + Penalty 3505.326997 = -5140872.042583
  nChanged 5
		SP:Iteration 58Q (10127.970000 sec): 3 clusters
  Score: Raw -5144377.555498 + Penalty 3505.326997 = -5140872.228501
  nChanged 3
		SP:Iteration 59Q (10128.070000 sec): 3 clusters
  Score: Raw -5144377.669291 + Penalty 3505.326997 = -5140872.342294
  nChanged 2
		SP:Iteration 60F (10128.200000 sec): 3 clusters
  Score: Raw -5144377.754749 + Penalty 3505.326997 = -5140872.427752
  nChanged 2
		SP:Iteration 61Q (10128.300000 sec): 3 clusters
  Score: Raw -5144377.853808 + Penalty 3505.326997 = -5140872.526812
  nChanged 2
		SP:Iteration 62Q (10128.400000 sec): 3 clusters
  Score: Raw -5144378.023234 + Penalty 3505.326997 = -5140872.696237
  nChanged 4
		SP:Iteration 63Q (10128.510000 sec): 3 clusters
  Score: Raw -5144378.291986 + Penalty 3505.326997 = -5140872.964990
  nChanged 5
		SP:Iteration 64Q (10128.610000 sec): 3 clusters
  Score: Raw -5144378.494609 + Penalty 3505.326997 = -5140873.167612
  nChanged 6
		SP:Iteration 65Q (10128.720000 sec): 3 clusters
  Score: Raw -5144378.863566 + Penalty 3505.326997 = -5140873.536569
  nChanged 4
		SP:Iteration 66Q (10128.820000 sec): 3 clusters
  Score: Raw -5144379.066762 + Penalty 3505.326997 = -5140873.739765
  nChanged 5
		SP:Iteration 67Q (10128.920000 sec): 3 clusters
  Score: Raw -5144379.421194 + Penalty 3505.326997 = -5140874.094197
  nChanged 6
		SP:Iteration 68Q (10129.030000 sec): 3 clusters
  Score: Raw -5144379.698821 + Penalty 3505.326997 = -5140874.371824
  nChanged 5
		SP:Iteration 69Q (10129.130000 sec): 3 clusters
  Score: Raw -5144380.012280 + Penalty 3505.326997 = -5140874.685283
  nChanged 10
		SP:Iteration 70Q (10129.240000 sec): 3 clusters
  Score: Raw -5144380.505600 + Penalty 3505.326997 = -5140875.178604
  nChanged 7
		SP:Iteration 71Q (10129.340000 sec): 3 clusters
  Score: Raw -5144380.879223 + Penalty 3505.326997 = -5140875.552226
  nChanged 4
		SP:Iteration 72Q (10129.440000 sec): 3 clusters
  Score: Raw -5144381.107299 + Penalty 3505.326997 = -5140875.780302
  nChanged 3
		SP:Iteration 73Q (10129.540000 sec): 3 clusters
  Score: Raw -5144381.370766 + Penalty 3505.326997 = -5140876.043770
  nChanged 4
		SP:Iteration 74Q (10129.650000 sec): 3 clusters
  Score: Raw -5144381.493969 + Penalty 3505.326997 = -5140876.166972
  nChanged 3
		SP:Iteration 75Q (10129.750000 sec): 3 clusters
  Score: Raw -5144381.720115 + Penalty 3505.326997 = -5140876.393119
  nChanged 5
		SP:Iteration 76Q (10129.850000 sec): 3 clusters
  Score: Raw -5144382.066386 + Penalty 3505.326997 = -5140876.739389
  nChanged 5
		SP:Iteration 77Q (10129.960000 sec): 3 clusters
  Score: Raw -5144382.380941 + Penalty 3505.326997 = -5140877.053944
  nChanged 8
		SP:Iteration 78Q (10130.060000 sec): 3 clusters
  Score: Raw -5144382.924796 + Penalty 3505.326997 = -5140877.597799
  nChanged 5
		SP:Iteration 79Q (10130.170000 sec): 3 clusters
  Score: Raw -5144383.161037 + Penalty 3505.326997 = -5140877.834040
  nChanged 3
		SP:Iteration 80F (10130.300000 sec): 3 clusters
  Score: Raw -5144383.294864 + Penalty 3505.326997 = -5140877.967867
  nChanged 2
		SP:Iteration 81Q (10130.400000 sec): 3 clusters
  Score: Raw -5144383.352243 + Penalty 3505.326997 = -5140878.025246
  nChanged 1
		SP:Iteration 82Q (10130.500000 sec): 3 clusters
  Score: Raw -5144383.386930 + Penalty 3505.326997 = -5140878.059934
  nChanged 0
		SP:Iteration 83F (10130.630000 sec): 3 clusters
  Score: Raw -5144383.386930 + Penalty 3505.326997 = -5140878.059934
  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 13.94 GB.

 Trying to split cluster 17 (31448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10130.730000 sec): 2 clusters
  Score: Raw -3364884.426068 + Penalty 1682.864733 = -3363201.561334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10130.810000 sec): 3 clusters
  Score: Raw -3345551.640358 + Penalty 3365.729467 = -3342185.910891
  nChanged 14583
		SP:Iteration 1F (10130.890000 sec): 3 clusters
  Score: Raw -3355972.347861 + Penalty 3365.729467 = -3352606.618395
  nChanged 2867
		SP:Iteration 2F (10130.980000 sec): 3 clusters
  Score: Raw -3359340.898145 + Penalty 3365.729467 = -3355975.168678
  nChanged 3120
		SP:Iteration 3F (10131.060000 sec): 3 clusters
  Score: Raw -3362941.380730 + Penalty 3365.729467 = -3359575.651263
  nChanged 2878
		SP:Iteration 4F (10131.140000 sec): 3 clusters
  Score: Raw -3366083.497875 + Penalty 3365.729467 = -3362717.768409
  nChanged 2415
		SP:Iteration 5F (10131.220000 sec): 3 clusters
  Score: Raw -3368471.317612 + Penalty 3365.729467 = -3365105.588146
  nChanged 1809
		SP:Iteration 6F (10131.310000 sec): 3 clusters
  Score: Raw -3370282.729391 + Penalty 3365.729467 = -3366916.999924
  nChanged 1331
		SP:Iteration 7Q (10131.380000 sec): 3 clusters
  Score: Raw -3371644.581471 + Penalty 3365.729467 = -3368278.852004
  nChanged 973
		SP:Iteration 8Q (10131.460000 sec): 3 clusters
  Score: Raw -3372385.094282 + Penalty 3365.729467 = -3369019.364815
  nChanged 620
		SP:Iteration 9Q (10131.540000 sec): 3 clusters
  Score: Raw -3372629.279380 + Penalty 3365.729467 = -3369263.549913
  nChanged 359
		SP:Iteration 10Q (10131.610000 sec): 3 clusters
  Score: Raw -3372721.820710 + Penalty 3365.729467 = -3369356.091243
  nChanged 220
		SP:Iteration 11Q (10131.690000 sec): 3 clusters
  Score: Raw -3372757.376558 + Penalty 3365.729467 = -3369391.647091
  nChanged 120
		SP:Iteration 12Q (10131.760000 sec): 3 clusters
  Score: Raw -3372770.045994 + Penalty 3365.729467 = -3369404.316527
  nChanged 74
		SP:Iteration 13Q (10131.840000 sec): 3 clusters
  Score: Raw -3372776.314207 + Penalty 3365.729467 = -3369410.584741
  nChanged 44
		SP:Iteration 14Q (10131.910000 sec): 3 clusters
  Score: Raw -3372779.349638 + Penalty 3365.729467 = -3369413.620171
  nChanged 24
		SP:Iteration 15Q (10131.990000 sec): 3 clusters
  Score: Raw -3372780.492539 + Penalty 3365.729467 = -3369414.763072
  nChanged 17
		SP:Iteration 16Q (10132.060000 sec): 3 clusters
  Score: Raw -3372781.579478 + Penalty 3365.729467 = -3369415.850012
  nChanged 14
		SP:Iteration 17Q (10132.140000 sec): 3 clusters
  Score: Raw -3372782.175427 + Penalty 3365.729467 = -3369416.445960
  nChanged 14
		SP:Iteration 18Q (10132.210000 sec): 3 clusters
  Score: Raw -3372782.844012 + Penalty 3365.729467 = -3369417.114545
  nChanged 12
		SP:Iteration 19Q (10132.280000 sec): 3 clusters
  Score: Raw -3372783.345919 + Penalty 3365.729467 = -3369417.616452
  nChanged 5
		SP:Iteration 20F (10132.360000 sec): 3 clusters
  Score: Raw -3372783.624637 + Penalty 3365.729467 = -3369417.895171
  nChanged 4
		SP:Iteration 21Q (10132.440000 sec): 3 clusters
  Score: Raw -3372783.842697 + Penalty 3365.729467 = -3369418.113230
  nChanged 4
		SP:Iteration 22Q (10132.520000 sec): 3 clusters
  Score: Raw -3372784.039112 + Penalty 3365.729467 = -3369418.309645
  nChanged 5
		SP:Iteration 23Q (10132.590000 sec): 3 clusters
  Score: Raw -3372784.191319 + Penalty 3365.729467 = -3369418.461852
  nChanged 2
		SP:Iteration 24Q (10132.660000 sec): 3 clusters
  Score: Raw -3372784.248691 + Penalty 3365.729467 = -3369418.519224
  nChanged 2
		SP:Iteration 25Q (10132.740000 sec): 3 clusters
  Score: Raw -3372784.285224 + Penalty 3365.729467 = -3369418.555758
  nChanged 1
		SP:Iteration 26Q (10132.820000 sec): 3 clusters
  Score: Raw -3372784.310097 + Penalty 3365.729467 = -3369418.580630
  nChanged 0
		SP:Iteration 27F (10132.900000 sec): 3 clusters
  Score: Raw -3372784.310097 + Penalty 3365.729467 = -3369418.580630
  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 13.94 GB.

 Trying to split cluster 18 (5280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10132.940000 sec): 2 clusters
  Score: Raw -559320.652864 + Penalty 1392.898224 = -557927.754640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10132.950000 sec): 3 clusters
  Score: Raw -556563.605588 + Penalty 2785.796447 = -553777.809140
  nChanged 2210
		SP:Iteration 1F (10132.960000 sec): 3 clusters
  Score: Raw -558099.614445 + Penalty 2785.796447 = -555313.817998
  nChanged 599
		SP:Iteration 2F (10132.980000 sec): 3 clusters
  Score: Raw -559124.211156 + Penalty 2785.796447 = -556338.414708
  nChanged 659
		SP:Iteration 3F (10132.990000 sec): 3 clusters
  Score: Raw -560869.899671 + Penalty 2785.796447 = -558084.103223
  nChanged 677
		SP:Iteration 4F (10133.000000 sec): 3 clusters
  Score: Raw -562993.956724 + Penalty 2785.796447 = -560208.160276
  nChanged 559
		SP:Iteration 5F (10133.020000 sec): 3 clusters
  Score: Raw -565001.204325 + Penalty 2785.796447 = -562215.407877
  nChanged 297
		SP:Iteration 6F (10133.030000 sec): 3 clusters
  Score: Raw -566037.586097 + Penalty 2785.796447 = -563251.789649
  nChanged 124
		SP:Iteration 7Q (10133.040000 sec): 3 clusters
  Score: Raw -566469.122534 + Penalty 2785.796447 = -563683.326086
  nChanged 91
		SP:Iteration 8Q (10133.050000 sec): 3 clusters
  Score: Raw -566747.606173 + Penalty 2785.796447 = -563961.809726
  nChanged 93
		SP:Iteration 9Q (10133.060000 sec): 3 clusters
  Score: Raw -567197.698729 + Penalty 2785.796447 = -564411.902281
  nChanged 100
		SP:Iteration 10Q (10133.070000 sec): 3 clusters
  Score: Raw -567624.483211 + Penalty 2785.796447 = -564838.686764
  nChanged 53
		SP:Iteration 11Q (10133.080000 sec): 3 clusters
  Score: Raw -567772.231382 + Penalty 2785.796447 = -564986.434934
  nChanged 28
		SP:Iteration 12Q (10133.090000 sec): 3 clusters
  Score: Raw -567791.816093 + Penalty 2785.796447 = -565006.019646
  nChanged 4
		SP:Iteration 13Q (10133.100000 sec): 3 clusters
  Score: Raw -567792.635055 + Penalty 2785.796447 = -565006.838608
  nChanged 0
		SP:Iteration 14F (10133.110000 sec): 3 clusters
  Score: Raw -567793.281183 + Penalty 2785.796447 = -565007.484736
  nChanged 1
		SP:Iteration 15Q (10133.120000 sec): 3 clusters
  Score: Raw -567793.726524 + Penalty 2785.796447 = -565007.930077
  nChanged 0
		SP:Iteration 16F (10133.130000 sec): 3 clusters
  Score: Raw -567793.726524 + Penalty 2785.796447 = -565007.930077
  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 13.94 GB.

 Trying to split cluster 19 (371907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10137.330000 sec): 2 clusters
  Score: Raw -43148776.982595 + Penalty 2084.289854 = -43146692.692741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10138.330000 sec): 3 clusters
  Score: Raw -42899885.843974 + Penalty 4168.579708 = -42895717.264265
  nChanged 181705
		SP:Iteration 1F (10139.310000 sec): 3 clusters
  Score: Raw -43019279.474743 + Penalty 4168.579708 = -43015110.895035
  nChanged 21029
		SP:Iteration 2F (10140.320000 sec): 3 clusters
  Score: Raw -43031477.214892 + Penalty 4168.579708 = -43027308.635184
  nChanged 25796
		SP:Iteration 3F (10141.310000 sec): 3 clusters
  Score: Raw -43048645.072318 + Penalty 4168.579708 = -43044476.492610
  nChanged 28673
		SP:Iteration 4F (10142.280000 sec): 3 clusters
  Score: Raw -43068130.968379 + Penalty 4168.579708 = -43063962.388670
  nChanged 27850
		SP:Iteration 5F (10143.270000 sec): 3 clusters
  Score: Raw -43086745.149874 + Penalty 4168.579708 = -43082576.570166
  nChanged 24888
		SP:Iteration 6F (10144.250000 sec): 3 clusters
  Score: Raw -43104163.230315 + Penalty 4168.579708 = -43099994.650607
  nChanged 22124
		SP:Iteration 7F (10145.220000 sec): 3 clusters
  Score: Raw -43122590.218376 + Penalty 4168.579708 = -43118421.638668
  nChanged 19668
		SP:Iteration 8F (10146.210000 sec): 3 clusters
  Score: Raw -43143899.096918 + Penalty 4168.579708 = -43139730.517210
  nChanged 16318
		SP:Iteration 9Q (10147.170000 sec): 3 clusters
  Score: Raw -43165840.326046 + Penalty 4168.579708 = -43161671.746338
  nChanged 11908
		SP:Iteration 10Q (10148.080000 sec): 3 clusters
  Score: Raw -43177554.414750 + Penalty 4168.579708 = -43173385.835041
  nChanged 8186
		SP:Iteration 11Q (10148.970000 sec): 3 clusters
  Score: Raw -43181362.965040 + Penalty 4168.579708 = -43177194.385331
  nChanged 5176
		SP:Iteration 12Q (10149.840000 sec): 3 clusters
  Score: Raw -43182739.834746 + Penalty 4168.579708 = -43178571.255038
  nChanged 3167
		SP:Iteration 13Q (10150.710000 sec): 3 clusters
  Score: Raw -43183267.867984 + Penalty 4168.579708 = -43179099.288276
  nChanged 2017
		SP:Iteration 14Q (10151.580000 sec): 3 clusters
  Score: Raw -43183477.336159 + Penalty 4168.579708 = -43179308.756451
  nChanged 1241
		SP:Iteration 15Q (10152.460000 sec): 3 clusters
  Score: Raw -43183559.381734 + Penalty 4168.579708 = -43179390.802026
  nChanged 794
		SP:Iteration 16Q (10153.330000 sec): 3 clusters
  Score: Raw -43183597.417532 + Penalty 4168.579708 = -43179428.837824
  nChanged 560
		SP:Iteration 17Q (10154.210000 sec): 3 clusters
  Score: Raw -43183616.455035 + Penalty 4168.579708 = -43179447.875327
  nChanged 357
		SP:Iteration 18Q (10155.080000 sec): 3 clusters
  Score: Raw -43183623.802566 + Penalty 4168.579708 = -43179455.222858
  nChanged 237
		SP:Iteration 19Q (10155.940000 sec): 3 clusters
  Score: Raw -43183627.821638 + Penalty 4168.579708 = -43179459.241930
  nChanged 174
		SP:Iteration 20F (10156.920000 sec): 3 clusters
  Score: Raw -43183630.448761 + Penalty 4168.579708 = -43179461.869053
  nChanged 139
		SP:Iteration 21Q (10157.790000 sec): 3 clusters
  Score: Raw -43183632.170241 + Penalty 4168.579708 = -43179463.590533
  nChanged 118
		SP:Iteration 22Q (10158.660000 sec): 3 clusters
  Score: Raw -43183633.338496 + Penalty 4168.579708 = -43179464.758788
  nChanged 90
		SP:Iteration 23Q (10159.530000 sec): 3 clusters
  Score: Raw -43183634.090122 + Penalty 4168.579708 = -43179465.510414
  nChanged 68
		SP:Iteration 24Q (10160.400000 sec): 3 clusters
  Score: Raw -43183634.543945 + Penalty 4168.579708 = -43179465.964236
  nChanged 50
		SP:Iteration 25Q (10161.270000 sec): 3 clusters
  Score: Raw -43183634.843796 + Penalty 4168.579708 = -43179466.264087
  nChanged 41
		SP:Iteration 26Q (10162.130000 sec): 3 clusters
  Score: Raw -43183635.111889 + Penalty 4168.579708 = -43179466.532181
  nChanged 40
		SP:Iteration 27Q (10163.000000 sec): 3 clusters
  Score: Raw -43183635.296041 + Penalty 4168.579708 = -43179466.716333
  nChanged 24
		SP:Iteration 28Q (10163.870000 sec): 3 clusters
  Score: Raw -43183635.413563 + Penalty 4168.579708 = -43179466.833855
  nChanged 20
		SP:Iteration 29Q (10164.730000 sec): 3 clusters
  Score: Raw -43183635.532336 + Penalty 4168.579708 = -43179466.952628
  nChanged 23
		SP:Iteration 30Q (10165.610000 sec): 3 clusters
  Score: Raw -43183635.640615 + Penalty 4168.579708 = -43179467.060907
  nChanged 21
		SP:Iteration 31Q (10166.480000 sec): 3 clusters
  Score: Raw -43183635.714825 + Penalty 4168.579708 = -43179467.135117
  nChanged 13
		SP:Iteration 32Q (10167.350000 sec): 3 clusters
  Score: Raw -43183635.749214 + Penalty 4168.579708 = -43179467.169506
  nChanged 8
		SP:Iteration 33Q (10168.230000 sec): 3 clusters
  Score: Raw -43183635.770569 + Penalty 4168.579708 = -43179467.190861
  nChanged 9
		SP:Iteration 34Q (10169.100000 sec): 3 clusters
  Score: Raw -43183635.793587 + Penalty 4168.579708 = -43179467.213879
  nChanged 11
		SP:Iteration 35Q (10169.970000 sec): 3 clusters
  Score: Raw -43183635.825873 + Penalty 4168.579708 = -43179467.246165
  nChanged 10
		SP:Iteration 36Q (10170.840000 sec): 3 clusters
  Score: Raw -43183635.857844 + Penalty 4168.579708 = -43179467.278136
  nChanged 7
		SP:Iteration 37Q (10171.720000 sec): 3 clusters
  Score: Raw -43183635.887534 + Penalty 4168.579708 = -43179467.307826
  nChanged 9
		SP:Iteration 38Q (10172.590000 sec): 3 clusters
  Score: Raw -43183635.914920 + Penalty 4168.579708 = -43179467.335212
  nChanged 9
		SP:Iteration 39Q (10173.480000 sec): 3 clusters
  Score: Raw -43183635.945372 + Penalty 4168.579708 = -43179467.365664
  nChanged 9
		SP:Iteration 40F (10174.450000 sec): 3 clusters
  Score: Raw -43183635.977147 + Penalty 4168.579708 = -43179467.397439
  nChanged 4
		SP:Iteration 41Q (10175.330000 sec): 3 clusters
  Score: Raw -43183635.988810 + Penalty 4168.579708 = -43179467.409102
  nChanged 4
		SP:Iteration 42Q (10176.210000 sec): 3 clusters
  Score: Raw -43183636.000862 + Penalty 4168.579708 = -43179467.421154
  nChanged 2
		SP:Iteration 43Q (10177.080000 sec): 3 clusters
  Score: Raw -43183636.009017 + Penalty 4168.579708 = -43179467.429309
  nChanged 3
		SP:Iteration 44Q (10177.970000 sec): 3 clusters
  Score: Raw -43183636.018042 + Penalty 4168.579708 = -43179467.438334
  nChanged 2
		SP:Iteration 45Q (10178.850000 sec): 3 clusters
  Score: Raw -43183636.022221 + Penalty 4168.579708 = -43179467.442513
  nChanged 0
		SP:Iteration 46F (10179.820000 sec): 3 clusters
  Score: Raw -43183636.022221 + Penalty 4168.579708 = -43179467.442513
  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 13.94 GB.

 Trying to split cluster 20 (21336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10180.110000 sec): 2 clusters
  Score: Raw -2382243.103142 + Penalty 1619.824548 = -2380623.278594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10180.160000 sec): 3 clusters
  Score: Raw -2369428.521408 + Penalty 3239.649096 = -2366188.872312
  nChanged 9613
		SP:Iteration 1F (10180.220000 sec): 3 clusters
  Score: Raw -2375375.892961 + Penalty 3239.649096 = -2372136.243864
  nChanged 1596
		SP:Iteration 2F (10180.280000 sec): 3 clusters
  Score: Raw -2377058.002793 + Penalty 3239.649096 = -2373818.353697
  nChanged 1884
		SP:Iteration 3F (10180.330000 sec): 3 clusters
  Score: Raw -2378751.294847 + Penalty 3239.649096 = -2375511.645751
  nChanged 1838
		SP:Iteration 4F (10180.390000 sec): 3 clusters
  Score: Raw -2380356.422165 + Penalty 3239.649096 = -2377116.773069
  nChanged 1604
		SP:Iteration 5F (10180.450000 sec): 3 clusters
  Score: Raw -2381882.001138 + Penalty 3239.649096 = -2378642.352042
  nChanged 1312
		SP:Iteration 6F (10180.500000 sec): 3 clusters
  Score: Raw -2383291.796920 + Penalty 3239.649096 = -2380052.147824
  nChanged 1073
		SP:Iteration 7F (10180.560000 sec): 3 clusters
  Score: Raw -2384500.530658 + Penalty 3239.649096 = -2381260.881561
  nChanged 821
		SP:Iteration 8Q (10180.610000 sec): 3 clusters
  Score: Raw -2385450.424210 + Penalty 3239.649096 = -2382210.775114
  nChanged 685
		SP:Iteration 9Q (10180.660000 sec): 3 clusters
  Score: Raw -2386301.064729 + Penalty 3239.649096 = -2383061.415632
  nChanged 540
		SP:Iteration 10Q (10180.710000 sec): 3 clusters
  Score: Raw -2386895.620377 + Penalty 3239.649096 = -2383655.971280
  nChanged 421
		SP:Iteration 11Q (10180.750000 sec): 3 clusters
  Score: Raw -2387174.434027 + Penalty 3239.649096 = -2383934.784931
  nChanged 289
		SP:Iteration 12Q (10180.800000 sec): 3 clusters
  Score: Raw -2387302.079941 + Penalty 3239.649096 = -2384062.430845
  nChanged 191
		SP:Iteration 13Q (10180.850000 sec): 3 clusters
  Score: Raw -2387367.595145 + Penalty 3239.649096 = -2384127.946048
  nChanged 130
		SP:Iteration 14Q (10180.890000 sec): 3 clusters
  Score: Raw -2387403.220376 + Penalty 3239.649096 = -2384163.571280
  nChanged 108
		SP:Iteration 15Q (10180.940000 sec): 3 clusters
  Score: Raw -2387428.936803 + Penalty 3239.649096 = -2384189.287706
  nChanged 79
		SP:Iteration 16Q (10180.990000 sec): 3 clusters
  Score: Raw -2387448.083990 + Penalty 3239.649096 = -2384208.434893
  nChanged 61
		SP:Iteration 17Q (10181.030000 sec): 3 clusters
  Score: Raw -2387458.353472 + Penalty 3239.649096 = -2384218.704375
  nChanged 40
		SP:Iteration 18Q (10181.080000 sec): 3 clusters
  Score: Raw -2387464.124544 + Penalty 3239.649096 = -2384224.475448
  nChanged 26
		SP:Iteration 19Q (10181.130000 sec): 3 clusters
  Score: Raw -2387465.770132 + Penalty 3239.649096 = -2384226.121036
  nChanged 12
		SP:Iteration 20F (10181.180000 sec): 3 clusters
  Score: Raw -2387466.458981 + Penalty 3239.649096 = -2384226.809884
  nChanged 8
		SP:Iteration 21Q (10181.230000 sec): 3 clusters
  Score: Raw -2387466.794846 + Penalty 3239.649096 = -2384227.145749
  nChanged 3
		SP:Iteration 22Q (10181.270000 sec): 3 clusters
  Score: Raw -2387466.963912 + Penalty 3239.649096 = -2384227.314815
  nChanged 3
		SP:Iteration 23Q (10181.320000 sec): 3 clusters
  Score: Raw -2387467.113554 + Penalty 3239.649096 = -2384227.464458
  nChanged 1
		SP:Iteration 24Q (10181.370000 sec): 3 clusters
  Score: Raw -2387467.155833 + Penalty 3239.649096 = -2384227.506737
  nChanged 2
		SP:Iteration 25Q (10181.410000 sec): 3 clusters
  Score: Raw -2387467.264129 + Penalty 3239.649096 = -2384227.615032
  nChanged 2
		SP:Iteration 26Q (10181.450000 sec): 3 clusters
  Score: Raw -2387467.369506 + Penalty 3239.649096 = -2384227.720410
  nChanged 1
		SP:Iteration 27Q (10181.500000 sec): 3 clusters
  Score: Raw -2387467.401674 + Penalty 3239.649096 = -2384227.752577
  nChanged 1
		SP:Iteration 28Q (10181.550000 sec): 3 clusters
  Score: Raw -2387467.426157 + Penalty 3239.649096 = -2384227.777060
  nChanged 0
		SP:Iteration 29F (10181.600000 sec): 3 clusters
  Score: Raw -2387467.426157 + Penalty 3239.649096 = -2384227.777060
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 20F (10234.540000 sec): 39 clusters
  Score: Raw -173284868.811817 + Penalty 88030.059160 = -173196838.752657
  nChanged 78654
Iteration 21F (10287.450000 sec): 39 clusters
  Score: Raw -173320078.454198 + Penalty 88030.059160 = -173232048.395038
  nChanged 38235
Iteration 22Q (10297.380000 sec): 39 clusters
  Score: Raw -173336077.691516 + Penalty 88030.059160 = -173248047.632356
  nChanged 28179
Iteration 23Q (10306.890000 sec): 39 clusters
  Score: Raw -173346676.965758 + Penalty 88030.059160 = -173258646.906598
  nChanged 23308
Iteration 24Q (10316.220000 sec): 39 clusters
  Score: Raw -173354774.584257 + Penalty 88030.059160 = -173266744.525097
  nChanged 20762
Iteration 25Q (10325.540000 sec): 39 clusters
  Score: Raw -173361188.050205 + Penalty 88030.059160 = -173273157.991045
  nChanged 18404
Iteration 26Q (10334.700000 sec): 39 clusters
  Score: Raw -173366330.605363 + Penalty 88030.059160 = -173278300.546204
  nChanged 16667
Iteration 27Q (10343.720000 sec): 39 clusters
  Score: Raw -173370663.151823 + Penalty 88030.059160 = -173282633.092663
  nChanged 15049
Iteration 28Q (10352.680000 sec): 39 clusters
  Score: Raw -173374295.266824 + Penalty 88030.059160 = -173286265.207664
  nChanged 13708
Iteration 29Q (10361.580000 sec): 39 clusters
  Score: Raw -173377707.208860 + Penalty 88030.059160 = -173289677.149700
  nChanged 12638
Iteration 30Q (10370.480000 sec): 39 clusters
  Score: Raw -173381267.082163 + Penalty 88030.059160 = -173293237.023003
  nChanged 12065
Iteration 31Q (10379.460000 sec): 39 clusters
  Score: Raw -173385303.034610 + Penalty 88030.059160 = -173297272.975450
  nChanged 11616
Iteration 32Q (10388.760000 sec): 39 clusters
  Score: Raw -173389617.491488 + Penalty 88030.059160 = -173301587.432328
  nChanged 10680
Iteration 33Q (10398.160000 sec): 39 clusters
  Score: Raw -173393194.522062 + Penalty 88030.059160 = -173305164.462902
  nChanged 9495
Iteration 34Q (10406.930000 sec): 39 clusters
  Score: Raw -173395530.250136 + Penalty 88030.059160 = -173307500.190977
  nChanged 7852
Iteration 35Q (10415.730000 sec): 39 clusters
  Score: Raw -173396901.495045 + Penalty 88030.059160 = -173308871.435885
  nChanged 6393
Iteration 36Q (10424.530000 sec): 39 clusters
  Score: Raw -173397744.289931 + Penalty 88030.059160 = -173309714.230771
  nChanged 5240
Iteration 37Q (10433.010000 sec): 39 clusters
  Score: Raw -173398275.017092 + Penalty 88030.059160 = -173310244.957932
  nChanged 4285
Iteration 38Q (10441.490000 sec): 39 clusters
  Score: Raw -173398620.779130 + Penalty 88030.059160 = -173310590.719970
  nChanged 3404
Iteration 39Q (10449.890000 sec): 39 clusters
  Score: Raw -173398843.611512 + Penalty 88030.059160 = -173310813.552352
  nChanged 2762
Iteration 40F (10503.580000 sec): 39 clusters
  Score: Raw -173402400.533342 + Penalty 88030.059160 = -173314370.474183
  nChanged 3143
Iteration 41Q (10512.120000 sec): 39 clusters
  Score: Raw -173420010.550373 + Penalty 88030.059160 = -173331980.491213
  nChanged 3561
Iteration 42Q (10520.680000 sec): 39 clusters
  Score: Raw -173421904.595452 + Penalty 88030.059160 = -173333874.536292
  nChanged 3150
Iteration 43Q (10529.140000 sec): 39 clusters
  Score: Raw -173422662.829004 + Penalty 88030.059160 = -173334632.769844
  nChanged 2629
Iteration 44Q (10537.650000 sec): 39 clusters
  Score: Raw -173423092.405760 + Penalty 88030.059160 = -173335062.346600
  nChanged 2171
Iteration 45Q (10546.280000 sec): 39 clusters
  Score: Raw -173423361.512552 + Penalty 88030.059160 = -173335331.453392
  nChanged 1893
Iteration 46Q (10554.690000 sec): 39 clusters
  Score: Raw -173423544.149996 + Penalty 88030.059160 = -173335514.090836
  nChanged 1671
Iteration 47Q (10563.130000 sec): 39 clusters
  Score: Raw -173423673.594065 + Penalty 88030.059160 = -173335643.534905
  nChanged 1483
Iteration 48Q (10571.580000 sec): 39 clusters
  Score: Raw -173423777.182995 + Penalty 88030.059160 = -173335747.123835
  nChanged 1355
Iteration 49Q (10580.040000 sec): 39 clusters
  Score: Raw -173423866.848859 + Penalty 88030.059160 = -173335836.789699
  nChanged 1224
Iteration 50Q (10588.540000 sec): 39 clusters
  Score: Raw -173423938.738342 + Penalty 88030.059160 = -173335908.679182
  nChanged 1100
Iteration 51Q (10596.990000 sec): 39 clusters
  Score: Raw -173423999.460642 + Penalty 88030.059160 = -173335969.401482
  nChanged 1083
Iteration 52Q (10605.440000 sec): 39 clusters
  Score: Raw -173424063.629236 + Penalty 88030.059160 = -173336033.570077
  nChanged 1082
Iteration 53Q (10613.900000 sec): 39 clusters
  Score: Raw -173424127.588142 + Penalty 88030.059160 = -173336097.528982
  nChanged 1053
Iteration 54Q (10622.420000 sec): 39 clusters
  Score: Raw -173424190.415217 + Penalty 88030.059160 = -173336160.356058
  nChanged 1019
Iteration 55Q (10630.960000 sec): 39 clusters
  Score: Raw -173424256.071125 + Penalty 88030.059160 = -173336226.011965
  nChanged 1017
Iteration 56Q (10639.470000 sec): 39 clusters
  Score: Raw -173424324.010506 + Penalty 88030.059160 = -173336293.951346
  nChanged 1022
Iteration 57Q (10647.960000 sec): 39 clusters
  Score: Raw -173424390.484567 + Penalty 88030.059160 = -173336360.425408
  nChanged 1042
Iteration 58Q (10656.480000 sec): 39 clusters
  Score: Raw -173424464.591076 + Penalty 88030.059160 = -173336434.531916
  nChanged 1078
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173424464.591076 + Penalty 88030.059160 = -173336434.531916
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (1471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10656.700000 sec): 2 clusters
  Score: Raw -143909.556316 + Penalty 1185.225880 = -142724.330437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10656.710000 sec): 3 clusters
  Score: Raw -143747.632613 + Penalty 2370.451759 = -141377.180854
  nChanged 578
		SP:Iteration 1F (10656.710000 sec): 3 clusters
  Score: Raw -146169.656308 + Penalty 2370.451759 = -143799.204548
  nChanged 335
		SP:Iteration 2F (10656.720000 sec): 3 clusters
  Score: Raw -148091.745443 + Penalty 2370.451759 = -145721.293683
  nChanged 116
		SP:Iteration 3F (10656.720000 sec): 3 clusters
  Score: Raw -149437.209105 + Penalty 2370.451759 = -147066.757345
  nChanged 22
		SP:Iteration 4Q (10656.720000 sec): 3 clusters
  Score: Raw -150007.716674 + Penalty 2370.451759 = -147637.264914
  nChanged 19
		SP:Iteration 5Q (10656.720000 sec): 3 clusters
  Score: Raw -150136.049561 + Penalty 2370.451759 = -147765.597802
  nChanged 16
		SP:Iteration 6Q (10656.730000 sec): 3 clusters
  Score: Raw -150205.000757 + Penalty 2370.451759 = -147834.548997
  nChanged 7
		SP:Iteration 7Q (10656.730000 sec): 3 clusters
  Score: Raw -150215.675533 + Penalty 2370.451759 = -147845.223773
  nChanged 3
		SP:Iteration 8Q (10656.730000 sec): 3 clusters
  Score: Raw -150219.032367 + Penalty 2370.451759 = -147848.580608
  nChanged 1
		SP:Iteration 9Q (10656.740000 sec): 3 clusters
  Score: Raw -150219.267328 + Penalty 2370.451759 = -147848.815568
  nChanged 0
		SP:Iteration 10F (10656.740000 sec): 3 clusters
  Score: Raw -150219.267328 + Penalty 2370.451759 = -147848.815568
  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 13.94 GB.

 Trying to split cluster 2 (30626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10656.840000 sec): 2 clusters
  Score: Raw -3382895.650503 + Penalty 1678.560748 = -3381217.089755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10656.920000 sec): 3 clusters
  Score: Raw -3364041.862725 + Penalty 3357.121495 = -3360684.741230
  nChanged 14219
		SP:Iteration 1F (10657.000000 sec): 3 clusters
  Score: Raw -3373542.580469 + Penalty 3357.121495 = -3370185.458974
  nChanged 2658
		SP:Iteration 2F (10657.080000 sec): 3 clusters
  Score: Raw -3377012.544009 + Penalty 3357.121495 = -3373655.422514
  nChanged 3278
		SP:Iteration 3F (10657.160000 sec): 3 clusters
  Score: Raw -3382824.645238 + Penalty 3357.121495 = -3379467.523742
  nChanged 3871
		SP:Iteration 4F (10657.240000 sec): 3 clusters
  Score: Raw -3390851.999533 + Penalty 3357.121495 = -3387494.878038
  nChanged 3619
		SP:Iteration 5F (10657.320000 sec): 3 clusters
  Score: Raw -3397743.408808 + Penalty 3357.121495 = -3394386.287313
  nChanged 1853
		SP:Iteration 6F (10657.400000 sec): 3 clusters
  Score: Raw -3399930.076195 + Penalty 3357.121495 = -3396572.954700
  nChanged 746
		SP:Iteration 7Q (10657.470000 sec): 3 clusters
  Score: Raw -3400348.600257 + Penalty 3357.121495 = -3396991.478762
  nChanged 323
		SP:Iteration 8Q (10657.540000 sec): 3 clusters
  Score: Raw -3400449.847736 + Penalty 3357.121495 = -3397092.726241
  nChanged 146
		SP:Iteration 9Q (10657.620000 sec): 3 clusters
  Score: Raw -3400485.115608 + Penalty 3357.121495 = -3397127.994113
  nChanged 74
		SP:Iteration 10Q (10657.690000 sec): 3 clusters
  Score: Raw -3400506.139698 + Penalty 3357.121495 = -3397149.018203
  nChanged 64
		SP:Iteration 11Q (10657.760000 sec): 3 clusters
  Score: Raw -3400541.239704 + Penalty 3357.121495 = -3397184.118209
  nChanged 76
		SP:Iteration 12Q (10657.840000 sec): 3 clusters
  Score: Raw -3400607.298664 + Penalty 3357.121495 = -3397250.177169
  nChanged 110
		SP:Iteration 13Q (10657.910000 sec): 3 clusters
  Score: Raw -3400721.998548 + Penalty 3357.121495 = -3397364.877053
  nChanged 146
		SP:Iteration 14Q (10657.980000 sec): 3 clusters
  Score: Raw -3400888.597348 + Penalty 3357.121495 = -3397531.475853
  nChanged 184
		SP:Iteration 15Q (10658.060000 sec): 3 clusters
  Score: Raw -3401027.152817 + Penalty 3357.121495 = -3397670.031321
  nChanged 177
		SP:Iteration 16Q (10658.130000 sec): 3 clusters
  Score: Raw -3401108.540461 + Penalty 3357.121495 = -3397751.418966
  nChanged 132
		SP:Iteration 17Q (10658.200000 sec): 3 clusters
  Score: Raw -3401140.519434 + Penalty 3357.121495 = -3397783.397939
  nChanged 103
		SP:Iteration 18Q (10658.270000 sec): 3 clusters
  Score: Raw -3401159.896760 + Penalty 3357.121495 = -3397802.775265
  nChanged 81
		SP:Iteration 19Q (10658.340000 sec): 3 clusters
  Score: Raw -3401170.828667 + Penalty 3357.121495 = -3397813.707172
  nChanged 49
		SP:Iteration 20F (10658.420000 sec): 3 clusters
  Score: Raw -3401176.502334 + Penalty 3357.121495 = -3397819.380839
  nChanged 33
		SP:Iteration 21Q (10658.500000 sec): 3 clusters
  Score: Raw -3401180.522001 + Penalty 3357.121495 = -3397823.400506
  nChanged 36
		SP:Iteration 22Q (10658.570000 sec): 3 clusters
  Score: Raw -3401183.659318 + Penalty 3357.121495 = -3397826.537823
  nChanged 27
		SP:Iteration 23Q (10658.640000 sec): 3 clusters
  Score: Raw -3401186.124029 + Penalty 3357.121495 = -3397829.002534
  nChanged 25
		SP:Iteration 24Q (10658.720000 sec): 3 clusters
  Score: Raw -3401188.305778 + Penalty 3357.121495 = -3397831.184283
  nChanged 22
		SP:Iteration 25Q (10658.790000 sec): 3 clusters
  Score: Raw -3401190.945768 + Penalty 3357.121495 = -3397833.824273
  nChanged 23
		SP:Iteration 26Q (10658.860000 sec): 3 clusters
  Score: Raw -3401193.249773 + Penalty 3357.121495 = -3397836.128278
  nChanged 19
		SP:Iteration 27Q (10658.940000 sec): 3 clusters
  Score: Raw -3401194.435216 + Penalty 3357.121495 = -3397837.313721
  nChanged 12
		SP:Iteration 28Q (10659.010000 sec): 3 clusters
  Score: Raw -3401195.392362 + Penalty 3357.121495 = -3397838.270866
  nChanged 8
		SP:Iteration 29Q (10659.080000 sec): 3 clusters
  Score: Raw -3401195.813352 + Penalty 3357.121495 = -3397838.691856
  nChanged 3
		SP:Iteration 30Q (10659.160000 sec): 3 clusters
  Score: Raw -3401195.954727 + Penalty 3357.121495 = -3397838.833232
  nChanged 4
		SP:Iteration 31Q (10659.230000 sec): 3 clusters
  Score: Raw -3401196.260873 + Penalty 3357.121495 = -3397839.139378
  nChanged 8
		SP:Iteration 32Q (10659.300000 sec): 3 clusters
  Score: Raw -3401196.695261 + Penalty 3357.121495 = -3397839.573766
  nChanged 8
		SP:Iteration 33Q (10659.380000 sec): 3 clusters
  Score: Raw -3401197.008976 + Penalty 3357.121495 = -3397839.887481
  nChanged 5
		SP:Iteration 34Q (10659.450000 sec): 3 clusters
  Score: Raw -3401197.347181 + Penalty 3357.121495 = -3397840.225686
  nChanged 9
		SP:Iteration 35Q (10659.520000 sec): 3 clusters
  Score: Raw -3401197.908816 + Penalty 3357.121495 = -3397840.787321
  nChanged 8
		SP:Iteration 36Q (10659.600000 sec): 3 clusters
  Score: Raw -3401198.497372 + Penalty 3357.121495 = -3397841.375876
  nChanged 9
		SP:Iteration 37Q (10659.670000 sec): 3 clusters
  Score: Raw -3401199.778786 + Penalty 3357.121495 = -3397842.657291
  nChanged 11
		SP:Iteration 38Q (10659.750000 sec): 3 clusters
  Score: Raw -3401201.016660 + Penalty 3357.121495 = -3397843.895165
  nChanged 14
		SP:Iteration 39Q (10659.820000 sec): 3 clusters
  Score: Raw -3401201.916880 + Penalty 3357.121495 = -3397844.795385
  nChanged 15
		SP:Iteration 40F (10659.900000 sec): 3 clusters
  Score: Raw -3401202.702522 + Penalty 3357.121495 = -3397845.581026
  nChanged 11
		SP:Iteration 41Q (10659.980000 sec): 3 clusters
  Score: Raw -3401203.101700 + Penalty 3357.121495 = -3397845.980205
  nChanged 5
		SP:Iteration 42Q (10660.050000 sec): 3 clusters
  Score: Raw -3401203.465775 + Penalty 3357.121495 = -3397846.344280
  nChanged 8
		SP:Iteration 43Q (10660.120000 sec): 3 clusters
  Score: Raw -3401203.991898 + Penalty 3357.121495 = -3397846.870402
  nChanged 4
		SP:Iteration 44Q (10660.200000 sec): 3 clusters
  Score: Raw -3401204.103008 + Penalty 3357.121495 = -3397846.981513
  nChanged 3
		SP:Iteration 45Q (10660.270000 sec): 3 clusters
  Score: Raw -3401204.218390 + Penalty 3357.121495 = -3397847.096894
  nChanged 4
		SP:Iteration 46Q (10660.340000 sec): 3 clusters
  Score: Raw -3401204.354120 + Penalty 3357.121495 = -3397847.232625
  nChanged 2
		SP:Iteration 47Q (10660.420000 sec): 3 clusters
  Score: Raw -3401204.448495 + Penalty 3357.121495 = -3397847.327000
  nChanged 1
		SP:Iteration 48Q (10660.490000 sec): 3 clusters
  Score: Raw -3401204.568467 + Penalty 3357.121495 = -3397847.446972
  nChanged 2
		SP:Iteration 49Q (10660.560000 sec): 3 clusters
  Score: Raw -3401204.651027 + Penalty 3357.121495 = -3397847.529532
  nChanged 2
		SP:Iteration 50Q (10660.640000 sec): 3 clusters
  Score: Raw -3401204.726037 + Penalty 3357.121495 = -3397847.604542
  nChanged 3
		SP:Iteration 51Q (10660.710000 sec): 3 clusters
  Score: Raw -3401204.813118 + Penalty 3357.121495 = -3397847.691623
  nChanged 3
		SP:Iteration 52Q (10660.780000 sec): 3 clusters
  Score: Raw -3401205.022092 + Penalty 3357.121495 = -3397847.900597
  nChanged 2
		SP:Iteration 53Q (10660.860000 sec): 3 clusters
  Score: Raw -3401205.156072 + Penalty 3357.121495 = -3397848.034577
  nChanged 4
		SP:Iteration 54Q (10660.930000 sec): 3 clusters
  Score: Raw -3401205.332953 + Penalty 3357.121495 = -3397848.211458
  nChanged 5
		SP:Iteration 55Q (10661.000000 sec): 3 clusters
  Score: Raw -3401205.600187 + Penalty 3357.121495 = -3397848.478692
  nChanged 7
		SP:Iteration 56Q (10661.080000 sec): 3 clusters
  Score: Raw -3401206.083353 + Penalty 3357.121495 = -3397848.961858
  nChanged 8
		SP:Iteration 57Q (10661.150000 sec): 3 clusters
  Score: Raw -3401206.589615 + Penalty 3357.121495 = -3397849.468120
  nChanged 7
		SP:Iteration 58Q (10661.220000 sec): 3 clusters
  Score: Raw -3401206.904801 + Penalty 3357.121495 = -3397849.783306
  nChanged 4
		SP:Iteration 59Q (10661.300000 sec): 3 clusters
  Score: Raw -3401207.120973 + Penalty 3357.121495 = -3397849.999478
  nChanged 2
		SP:Iteration 60F (10661.380000 sec): 3 clusters
  Score: Raw -3401207.220169 + Penalty 3357.121495 = -3397850.098674
  nChanged 1
		SP:Iteration 61Q (10661.450000 sec): 3 clusters
  Score: Raw -3401207.277181 + Penalty 3357.121495 = -3397850.155686
  nChanged 1
		SP:Iteration 62Q (10661.520000 sec): 3 clusters
  Score: Raw -3401207.333456 + Penalty 3357.121495 = -3397850.211961
  nChanged 2
		SP:Iteration 63Q (10661.600000 sec): 3 clusters
  Score: Raw -3401207.445383 + Penalty 3357.121495 = -3397850.323888
  nChanged 1
		SP:Iteration 64Q (10661.670000 sec): 3 clusters
  Score: Raw -3401207.479309 + Penalty 3357.121495 = -3397850.357814
  nChanged 0
		SP:Iteration 65F (10661.750000 sec): 3 clusters
  Score: Raw -3401207.479309 + Penalty 3357.121495 = -3397850.357814
  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 13.94 GB.

 Trying to split cluster 3 (45798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10661.890000 sec): 2 clusters
  Score: Raw -4902329.385152 + Penalty 1743.949301 = -4900585.435850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10662.020000 sec): 3 clusters
  Score: Raw -4873263.180340 + Penalty 3487.898603 = -4869775.281737
  nChanged 21535
		SP:Iteration 1F (10662.140000 sec): 3 clusters
  Score: Raw -4886148.599221 + Penalty 3487.898603 = -4882660.700618
  nChanged 2865
		SP:Iteration 2F (10662.260000 sec): 3 clusters
  Score: Raw -4888388.893515 + Penalty 3487.898603 = -4884900.994912
  nChanged 3670
		SP:Iteration 3F (10662.380000 sec): 3 clusters
  Score: Raw -4892205.781715 + Penalty 3487.898603 = -4888717.883112
  nChanged 4209
		SP:Iteration 4F (10662.500000 sec): 3 clusters
  Score: Raw -4896613.263458 + Penalty 3487.898603 = -4893125.364855
  nChanged 3939
		SP:Iteration 5F (10662.630000 sec): 3 clusters
  Score: Raw -4899999.437802 + Penalty 3487.898603 = -4896511.539199
  nChanged 3064
		SP:Iteration 6F (10662.750000 sec): 3 clusters
  Score: Raw -4902237.846726 + Penalty 3487.898603 = -4898749.948123
  nChanged 2346
		SP:Iteration 7F (10662.870000 sec): 3 clusters
  Score: Raw -4903736.133760 + Penalty 3487.898603 = -4900248.235157
  nChanged 1742
		SP:Iteration 8Q (10662.990000 sec): 3 clusters
  Score: Raw -4904692.916089 + Penalty 3487.898603 = -4901205.017486
  nChanged 1235
		SP:Iteration 9Q (10663.110000 sec): 3 clusters
  Score: Raw -4905267.656783 + Penalty 3487.898603 = -4901779.758180
  nChanged 960
		SP:Iteration 10Q (10663.220000 sec): 3 clusters
  Score: Raw -4905648.029420 + Penalty 3487.898603 = -4902160.130817
  nChanged 763
		SP:Iteration 11Q (10663.340000 sec): 3 clusters
  Score: Raw -4905919.757226 + Penalty 3487.898603 = -4902431.858623
  nChanged 647
		SP:Iteration 12Q (10663.460000 sec): 3 clusters
  Score: Raw -4906164.978375 + Penalty 3487.898603 = -4902677.079773
  nChanged 587
		SP:Iteration 13Q (10663.570000 sec): 3 clusters
  Score: Raw -4906377.553782 + Penalty 3487.898603 = -4902889.655179
  nChanged 544
		SP:Iteration 14Q (10663.680000 sec): 3 clusters
  Score: Raw -4906583.187762 + Penalty 3487.898603 = -4903095.289159
  nChanged 507
		SP:Iteration 15Q (10663.800000 sec): 3 clusters
  Score: Raw -4906782.595430 + Penalty 3487.898603 = -4903294.696827
  nChanged 513
		SP:Iteration 16Q (10663.920000 sec): 3 clusters
  Score: Raw -4906978.643624 + Penalty 3487.898603 = -4903490.745021
  nChanged 449
		SP:Iteration 17Q (10664.040000 sec): 3 clusters
  Score: Raw -4907153.296752 + Penalty 3487.898603 = -4903665.398149
  nChanged 430
		SP:Iteration 18Q (10664.170000 sec): 3 clusters
  Score: Raw -4907328.701962 + Penalty 3487.898603 = -4903840.803359
  nChanged 376
		SP:Iteration 19Q (10664.280000 sec): 3 clusters
  Score: Raw -4907469.063673 + Penalty 3487.898603 = -4903981.165070
  nChanged 328
		SP:Iteration 20F (10664.400000 sec): 3 clusters
  Score: Raw -4907581.082548 + Penalty 3487.898603 = -4904093.183945
  nChanged 300
		SP:Iteration 21Q (10664.510000 sec): 3 clusters
  Score: Raw -4907672.203247 + Penalty 3487.898603 = -4904184.304644
  nChanged 263
		SP:Iteration 22Q (10664.630000 sec): 3 clusters
  Score: Raw -4907738.814090 + Penalty 3487.898603 = -4904250.915487
  nChanged 198
		SP:Iteration 23Q (10664.740000 sec): 3 clusters
  Score: Raw -4907784.300070 + Penalty 3487.898603 = -4904296.401467
  nChanged 172
		SP:Iteration 24Q (10664.860000 sec): 3 clusters
  Score: Raw -4907816.839086 + Penalty 3487.898603 = -4904328.940483
  nChanged 137
		SP:Iteration 25Q (10664.960000 sec): 3 clusters
  Score: Raw -4907836.501413 + Penalty 3487.898603 = -4904348.602810
  nChanged 98
		SP:Iteration 26Q (10665.080000 sec): 3 clusters
  Score: Raw -4907852.668024 + Penalty 3487.898603 = -4904364.769422
  nChanged 101
		SP:Iteration 27Q (10665.190000 sec): 3 clusters
  Score: Raw -4907867.747960 + Penalty 3487.898603 = -4904379.849357
  nChanged 81
		SP:Iteration 28Q (10665.310000 sec): 3 clusters
  Score: Raw -4907877.816072 + Penalty 3487.898603 = -4904389.917469
  nChanged 80
		SP:Iteration 29Q (10665.420000 sec): 3 clusters
  Score: Raw -4907888.634823 + Penalty 3487.898603 = -4904400.736220
  nChanged 86
		SP:Iteration 30Q (10665.520000 sec): 3 clusters
  Score: Raw -4907899.261009 + Penalty 3487.898603 = -4904411.362406
  nChanged 81
		SP:Iteration 31Q (10665.630000 sec): 3 clusters
  Score: Raw -4907909.092436 + Penalty 3487.898603 = -4904421.193833
  nChanged 63
		SP:Iteration 32Q (10665.740000 sec): 3 clusters
  Score: Raw -4907916.521471 + Penalty 3487.898603 = -4904428.622868
  nChanged 53
		SP:Iteration 33Q (10665.850000 sec): 3 clusters
  Score: Raw -4907921.182828 + Penalty 3487.898603 = -4904433.284226
  nChanged 43
		SP:Iteration 34Q (10665.960000 sec): 3 clusters
  Score: Raw -4907925.054466 + Penalty 3487.898603 = -4904437.155863
  nChanged 43
		SP:Iteration 35Q (10666.070000 sec): 3 clusters
  Score: Raw -4907929.331790 + Penalty 3487.898603 = -4904441.433187
  nChanged 39
		SP:Iteration 36Q (10666.180000 sec): 3 clusters
  Score: Raw -4907932.572242 + Penalty 3487.898603 = -4904444.673639
  nChanged 31
		SP:Iteration 37Q (10666.290000 sec): 3 clusters
  Score: Raw -4907934.684728 + Penalty 3487.898603 = -4904446.786125
  nChanged 23
		SP:Iteration 38Q (10666.400000 sec): 3 clusters
  Score: Raw -4907936.083138 + Penalty 3487.898603 = -4904448.184535
  nChanged 14
		SP:Iteration 39Q (10666.510000 sec): 3 clusters
  Score: Raw -4907936.995859 + Penalty 3487.898603 = -4904449.097257
  nChanged 17
		SP:Iteration 40F (10666.640000 sec): 3 clusters
  Score: Raw -4907938.172389 + Penalty 3487.898603 = -4904450.273786
  nChanged 19
		SP:Iteration 41Q (10666.750000 sec): 3 clusters
  Score: Raw -4907939.185427 + Penalty 3487.898603 = -4904451.286825
  nChanged 9
		SP:Iteration 42Q (10666.860000 sec): 3 clusters
  Score: Raw -4907939.617250 + Penalty 3487.898603 = -4904451.718647
  nChanged 4
		SP:Iteration 43Q (10666.970000 sec): 3 clusters
  Score: Raw -4907939.801700 + Penalty 3487.898603 = -4904451.903098
  nChanged 1
		SP:Iteration 44Q (10667.070000 sec): 3 clusters
  Score: Raw -4907939.839883 + Penalty 3487.898603 = -4904451.941281
  nChanged 3
		SP:Iteration 45Q (10667.190000 sec): 3 clusters
  Score: Raw -4907939.932924 + Penalty 3487.898603 = -4904452.034321
  nChanged 4
		SP:Iteration 46Q (10667.300000 sec): 3 clusters
  Score: Raw -4907940.073812 + Penalty 3487.898603 = -4904452.175209
  nChanged 4
		SP:Iteration 47Q (10667.410000 sec): 3 clusters
  Score: Raw -4907940.247117 + Penalty 3487.898603 = -4904452.348515
  nChanged 4
		SP:Iteration 48Q (10667.510000 sec): 3 clusters
  Score: Raw -4907940.372950 + Penalty 3487.898603 = -4904452.474347
  nChanged 3
		SP:Iteration 49Q (10667.610000 sec): 3 clusters
  Score: Raw -4907940.449332 + Penalty 3487.898603 = -4904452.550729
  nChanged 2
		SP:Iteration 50Q (10667.720000 sec): 3 clusters
  Score: Raw -4907940.487941 + Penalty 3487.898603 = -4904452.589339
  nChanged 1
		SP:Iteration 51Q (10667.830000 sec): 3 clusters
  Score: Raw -4907940.507666 + Penalty 3487.898603 = -4904452.609063
  nChanged 1
		SP:Iteration 52Q (10667.930000 sec): 3 clusters
  Score: Raw -4907940.522558 + Penalty 3487.898603 = -4904452.623955
  nChanged 1
		SP:Iteration 53Q (10668.040000 sec): 3 clusters
  Score: Raw -4907940.556648 + Penalty 3487.898603 = -4904452.658045
  nChanged 1
		SP:Iteration 54Q (10668.160000 sec): 3 clusters
  Score: Raw -4907940.577082 + Penalty 3487.898603 = -4904452.678479
  nChanged 2
		SP:Iteration 55Q (10668.270000 sec): 3 clusters
  Score: Raw -4907940.631467 + Penalty 3487.898603 = -4904452.732865
  nChanged 1
		SP:Iteration 56Q (10668.380000 sec): 3 clusters
  Score: Raw -4907940.665660 + Penalty 3487.898603 = -4904452.767057
  nChanged 2
		SP:Iteration 57Q (10668.490000 sec): 3 clusters
  Score: Raw -4907940.806823 + Penalty 3487.898603 = -4904452.908220
  nChanged 1
		SP:Iteration 58Q (10668.600000 sec): 3 clusters
  Score: Raw -4907940.872659 + Penalty 3487.898603 = -4904452.974056
  nChanged 0
		SP:Iteration 59F (10668.730000 sec): 3 clusters
  Score: Raw -4907940.872659 + Penalty 3487.898603 = -4904452.974056
  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 13.94 GB.

 Trying to split cluster 4 (28234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10668.830000 sec): 2 clusters
  Score: Raw -3298940.081009 + Penalty 1665.345858 = -3297274.735151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10668.910000 sec): 3 clusters
  Score: Raw -3281565.628225 + Penalty 3330.691716 = -3278234.936508
  nChanged 13015
		SP:Iteration 1F (10668.990000 sec): 3 clusters
  Score: Raw -3288870.768621 + Penalty 3330.691716 = -3285540.076904
  nChanged 1491
		SP:Iteration 2F (10669.060000 sec): 3 clusters
  Score: Raw -3289496.371341 + Penalty 3330.691716 = -3286165.679625
  nChanged 1668
		SP:Iteration 3F (10669.140000 sec): 3 clusters
  Score: Raw -3290372.800044 + Penalty 3330.691716 = -3287042.108328
  nChanged 1983
		SP:Iteration 4F (10669.220000 sec): 3 clusters
  Score: Raw -3291688.433265 + Penalty 3330.691716 = -3288357.741548
  nChanged 2193
		SP:Iteration 5F (10669.300000 sec): 3 clusters
  Score: Raw -3293460.421191 + Penalty 3330.691716 = -3290129.729474
  nChanged 2079
		SP:Iteration 6F (10669.370000 sec): 3 clusters
  Score: Raw -3295214.583554 + Penalty 3330.691716 = -3291883.891837
  nChanged 1616
		SP:Iteration 7F (10669.450000 sec): 3 clusters
  Score: Raw -3296523.479648 + Penalty 3330.691716 = -3293192.787931
  nChanged 1158
		SP:Iteration 8Q (10669.530000 sec): 3 clusters
  Score: Raw -3297425.558647 + Penalty 3330.691716 = -3294094.866931
  nChanged 742
		SP:Iteration 9Q (10669.610000 sec): 3 clusters
  Score: Raw -3297988.286075 + Penalty 3330.691716 = -3294657.594359
  nChanged 515
		SP:Iteration 10Q (10669.680000 sec): 3 clusters
  Score: Raw -3298369.416880 + Penalty 3330.691716 = -3295038.725164
  nChanged 360
		SP:Iteration 11Q (10669.760000 sec): 3 clusters
  Score: Raw -3298633.531860 + Penalty 3330.691716 = -3295302.840144
  nChanged 240
		SP:Iteration 12Q (10669.820000 sec): 3 clusters
  Score: Raw -3298802.570772 + Penalty 3330.691716 = -3295471.879055
  nChanged 150
		SP:Iteration 13Q (10669.880000 sec): 3 clusters
  Score: Raw -3298896.197678 + Penalty 3330.691716 = -3295565.505961
  nChanged 105
		SP:Iteration 14Q (10669.950000 sec): 3 clusters
  Score: Raw -3298977.900487 + Penalty 3330.691716 = -3295647.208771
  nChanged 70
		SP:Iteration 15Q (10670.010000 sec): 3 clusters
  Score: Raw -3299034.248159 + Penalty 3330.691716 = -3295703.556443
  nChanged 53
		SP:Iteration 16Q (10670.070000 sec): 3 clusters
  Score: Raw -3299073.688960 + Penalty 3330.691716 = -3295742.997243
  nChanged 33
		SP:Iteration 17Q (10670.130000 sec): 3 clusters
  Score: Raw -3299096.407183 + Penalty 3330.691716 = -3295765.715467
  nChanged 19
		SP:Iteration 18Q (10670.180000 sec): 3 clusters
  Score: Raw -3299109.055635 + Penalty 3330.691716 = -3295778.363918
  nChanged 23
		SP:Iteration 19Q (10670.250000 sec): 3 clusters
  Score: Raw -3299123.035880 + Penalty 3330.691716 = -3295792.344164
  nChanged 10
		SP:Iteration 20F (10670.310000 sec): 3 clusters
  Score: Raw -3299130.896225 + Penalty 3330.691716 = -3295800.204509
  nChanged 12
		SP:Iteration 21Q (10670.380000 sec): 3 clusters
  Score: Raw -3299142.005397 + Penalty 3330.691716 = -3295811.313680
  nChanged 9
		SP:Iteration 22Q (10670.430000 sec): 3 clusters
  Score: Raw -3299149.731861 + Penalty 3330.691716 = -3295819.040145
  nChanged 11
		SP:Iteration 23Q (10670.490000 sec): 3 clusters
  Score: Raw -3299156.844955 + Penalty 3330.691716 = -3295826.153238
  nChanged 6
		SP:Iteration 24Q (10670.550000 sec): 3 clusters
  Score: Raw -3299160.210474 + Penalty 3330.691716 = -3295829.518757
  nChanged 5
		SP:Iteration 25Q (10670.620000 sec): 3 clusters
  Score: Raw -3299164.520428 + Penalty 3330.691716 = -3295833.828712
  nChanged 3
		SP:Iteration 26Q (10670.670000 sec): 3 clusters
  Score: Raw -3299166.529294 + Penalty 3330.691716 = -3295835.837578
  nChanged 3
		SP:Iteration 27Q (10670.730000 sec): 3 clusters
  Score: Raw -3299168.705374 + Penalty 3330.691716 = -3295838.013657
  nChanged 3
		SP:Iteration 28Q (10670.790000 sec): 3 clusters
  Score: Raw -3299171.396294 + Penalty 3330.691716 = -3295840.704577
  nChanged 4
		SP:Iteration 29Q (10670.840000 sec): 3 clusters
  Score: Raw -3299173.147466 + Penalty 3330.691716 = -3295842.455750
  nChanged 1
		SP:Iteration 30Q (10670.900000 sec): 3 clusters
  Score: Raw -3299173.874507 + Penalty 3330.691716 = -3295843.182791
  nChanged 1
		SP:Iteration 31Q (10670.950000 sec): 3 clusters
  Score: Raw -3299174.803218 + Penalty 3330.691716 = -3295844.111502
  nChanged 1
		SP:Iteration 32Q (10671.000000 sec): 3 clusters
  Score: Raw -3299175.464891 + Penalty 3330.691716 = -3295844.773175
  nChanged 3
		SP:Iteration 33Q (10671.060000 sec): 3 clusters
  Score: Raw -3299177.316891 + Penalty 3330.691716 = -3295846.625175
  nChanged 3
		SP:Iteration 34Q (10671.120000 sec): 3 clusters
  Score: Raw -3299178.548136 + Penalty 3330.691716 = -3295847.856420
  nChanged 3
		SP:Iteration 35Q (10671.170000 sec): 3 clusters
  Score: Raw -3299179.941310 + Penalty 3330.691716 = -3295849.249593
  nChanged 3
		SP:Iteration 36Q (10671.230000 sec): 3 clusters
  Score: Raw -3299182.575652 + Penalty 3330.691716 = -3295851.883935
  nChanged 2
		SP:Iteration 37Q (10671.280000 sec): 3 clusters
  Score: Raw -3299183.839621 + Penalty 3330.691716 = -3295853.147905
  nChanged 1
		SP:Iteration 38Q (10671.340000 sec): 3 clusters
  Score: Raw -3299184.253662 + Penalty 3330.691716 = -3295853.561945
  nChanged 1
		SP:Iteration 39Q (10671.390000 sec): 3 clusters
  Score: Raw -3299184.927225 + Penalty 3330.691716 = -3295854.235508
  nChanged 0
		SP:Iteration 40F (10671.470000 sec): 3 clusters
  Score: Raw -3299184.927225 + Penalty 3330.691716 = -3295854.235508
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (19630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10671.520000 sec): 2 clusters
  Score: Raw -2245412.244434 + Penalty 1606.282322 = -2243805.962113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10671.580000 sec): 3 clusters
  Score: Raw -2233631.091407 + Penalty 3212.564643 = -2230418.526764
  nChanged 8844
		SP:Iteration 1F (10671.640000 sec): 3 clusters
  Score: Raw -2238534.860573 + Penalty 3212.564643 = -2235322.295930
  nChanged 1021
		SP:Iteration 2F (10671.690000 sec): 3 clusters
  Score: Raw -2238947.438273 + Penalty 3212.564643 = -2235734.873630
  nChanged 959
		SP:Iteration 3Q (10671.730000 sec): 3 clusters
  Score: Raw -2239338.695024 + Penalty 3212.564643 = -2236126.130381
  nChanged 893
		SP:Iteration 4Q (10671.790000 sec): 3 clusters
  Score: Raw -2239714.788711 + Penalty 3212.564643 = -2236502.224068
  nChanged 857
		SP:Iteration 5Q (10671.830000 sec): 3 clusters
  Score: Raw -2240105.820719 + Penalty 3212.564643 = -2236893.256076
  nChanged 855
		SP:Iteration 6Q (10671.880000 sec): 3 clusters
  Score: Raw -2240530.528110 + Penalty 3212.564643 = -2237317.963467
  nChanged 851
		SP:Iteration 7Q (10671.930000 sec): 3 clusters
  Score: Raw -2240995.589196 + Penalty 3212.564643 = -2237783.024553
  nChanged 920
		SP:Iteration 8Q (10671.980000 sec): 3 clusters
  Score: Raw -2241531.077450 + Penalty 3212.564643 = -2238318.512807
  nChanged 950
		SP:Iteration 9Q (10672.030000 sec): 3 clusters
  Score: Raw -2242170.004927 + Penalty 3212.564643 = -2238957.440283
  nChanged 987
		SP:Iteration 10F (10672.090000 sec): 3 clusters
  Score: Raw -2242893.139984 + Penalty 3212.564643 = -2239680.575341
  nChanged 963
		SP:Iteration 11Q (10672.130000 sec): 3 clusters
  Score: Raw -2243605.286700 + Penalty 3212.564643 = -2240392.722057
  nChanged 845
		SP:Iteration 12Q (10672.180000 sec): 3 clusters
  Score: Raw -2244262.383755 + Penalty 3212.564643 = -2241049.819111
  nChanged 720
		SP:Iteration 13Q (10672.230000 sec): 3 clusters
  Score: Raw -2244791.704955 + Penalty 3212.564643 = -2241579.140312
  nChanged 530
		SP:Iteration 14Q (10672.280000 sec): 3 clusters
  Score: Raw -2245155.779201 + Penalty 3212.564643 = -2241943.214558
  nChanged 399
		SP:Iteration 15Q (10672.320000 sec): 3 clusters
  Score: Raw -2245409.130818 + Penalty 3212.564643 = -2242196.566175
  nChanged 318
		SP:Iteration 16Q (10672.370000 sec): 3 clusters
  Score: Raw -2245569.208365 + Penalty 3212.564643 = -2242356.643722
  nChanged 251
		SP:Iteration 17Q (10672.410000 sec): 3 clusters
  Score: Raw -2245681.920087 + Penalty 3212.564643 = -2242469.355443
  nChanged 208
		SP:Iteration 18Q (10672.450000 sec): 3 clusters
  Score: Raw -2245765.404896 + Penalty 3212.564643 = -2242552.840253
  nChanged 183
		SP:Iteration 19Q (10672.490000 sec): 3 clusters
  Score: Raw -2245829.596308 + Penalty 3212.564643 = -2242617.031665
  nChanged 142
		SP:Iteration 20F (10672.540000 sec): 3 clusters
  Score: Raw -2245879.310253 + Penalty 3212.564643 = -2242666.745609
  nChanged 121
		SP:Iteration 21Q (10672.590000 sec): 3 clusters
  Score: Raw -2245918.445341 + Penalty 3212.564643 = -2242705.880698
  nChanged 114
		SP:Iteration 22Q (10672.630000 sec): 3 clusters
  Score: Raw -2245949.595845 + Penalty 3212.564643 = -2242737.031202
  nChanged 95
		SP:Iteration 23Q (10672.670000 sec): 3 clusters
  Score: Raw -2245974.004758 + Penalty 3212.564643 = -2242761.440115
  nChanged 78
		SP:Iteration 24Q (10672.710000 sec): 3 clusters
  Score: Raw -2245991.047353 + Penalty 3212.564643 = -2242778.482710
  nChanged 62
		SP:Iteration 25Q (10672.740000 sec): 3 clusters
  Score: Raw -2246004.610065 + Penalty 3212.564643 = -2242792.045422
  nChanged 60
		SP:Iteration 26Q (10672.780000 sec): 3 clusters
  Score: Raw -2246019.820933 + Penalty 3212.564643 = -2242807.256289
  nChanged 58
		SP:Iteration 27Q (10672.820000 sec): 3 clusters
  Score: Raw -2246033.366452 + Penalty 3212.564643 = -2242820.801808
  nChanged 55
		SP:Iteration 28Q (10672.860000 sec): 3 clusters
  Score: Raw -2246045.844730 + Penalty 3212.564643 = -2242833.280087
  nChanged 52
		SP:Iteration 29Q (10672.900000 sec): 3 clusters
  Score: Raw -2246058.507595 + Penalty 3212.564643 = -2242845.942951
  nChanged 48
		SP:Iteration 30Q (10672.940000 sec): 3 clusters
  Score: Raw -2246069.077817 + Penalty 3212.564643 = -2242856.513174
  nChanged 42
		SP:Iteration 31Q (10672.980000 sec): 3 clusters
  Score: Raw -2246077.831901 + Penalty 3212.564643 = -2242865.267257
  nChanged 44
		SP:Iteration 32Q (10673.020000 sec): 3 clusters
  Score: Raw -2246087.285102 + Penalty 3212.564643 = -2242874.720458
  nChanged 37
		SP:Iteration 33Q (10673.060000 sec): 3 clusters
  Score: Raw -2246094.286209 + Penalty 3212.564643 = -2242881.721566
  nChanged 26
		SP:Iteration 34Q (10673.100000 sec): 3 clusters
  Score: Raw -2246098.485423 + Penalty 3212.564643 = -2242885.920780
  nChanged 28
		SP:Iteration 35Q (10673.130000 sec): 3 clusters
  Score: Raw -2246103.489389 + Penalty 3212.564643 = -2242890.924745
  nChanged 26
		SP:Iteration 36Q (10673.170000 sec): 3 clusters
  Score: Raw -2246107.438251 + Penalty 3212.564643 = -2242894.873608
  nChanged 18
		SP:Iteration 37Q (10673.210000 sec): 3 clusters
  Score: Raw -2246110.906185 + Penalty 3212.564643 = -2242898.341542
  nChanged 15
		SP:Iteration 38Q (10673.250000 sec): 3 clusters
  Score: Raw -2246113.912632 + Penalty 3212.564643 = -2242901.347989
  nChanged 15
		SP:Iteration 39Q (10673.290000 sec): 3 clusters
  Score: Raw -2246116.493123 + Penalty 3212.564643 = -2242903.928479
  nChanged 9
		SP:Iteration 40F (10673.340000 sec): 3 clusters
  Score: Raw -2246118.037338 + Penalty 3212.564643 = -2242905.472694
  nChanged 11
		SP:Iteration 41Q (10673.380000 sec): 3 clusters
  Score: Raw -2246120.044849 + Penalty 3212.564643 = -2242907.480206
  nChanged 20
		SP:Iteration 42Q (10673.410000 sec): 3 clusters
  Score: Raw -2246123.332358 + Penalty 3212.564643 = -2242910.767714
  nChanged 16
		SP:Iteration 43Q (10673.450000 sec): 3 clusters
  Score: Raw -2246125.864794 + Penalty 3212.564643 = -2242913.300150
  nChanged 6
		SP:Iteration 44Q (10673.490000 sec): 3 clusters
  Score: Raw -2246127.272219 + Penalty 3212.564643 = -2242914.707575
  nChanged 10
		SP:Iteration 45Q (10673.530000 sec): 3 clusters
  Score: Raw -2246128.970071 + Penalty 3212.564643 = -2242916.405428
  nChanged 9
		SP:Iteration 46Q (10673.570000 sec): 3 clusters
  Score: Raw -2246130.768462 + Penalty 3212.564643 = -2242918.203818
  nChanged 9
		SP:Iteration 47Q (10673.610000 sec): 3 clusters
  Score: Raw -2246131.985156 + Penalty 3212.564643 = -2242919.420513
  nChanged 8
		SP:Iteration 48Q (10673.650000 sec): 3 clusters
  Score: Raw -2246133.218523 + Penalty 3212.564643 = -2242920.653880
  nChanged 9
		SP:Iteration 49Q (10673.680000 sec): 3 clusters
  Score: Raw -2246134.635877 + Penalty 3212.564643 = -2242922.071234
  nChanged 11
		SP:Iteration 50Q (10673.720000 sec): 3 clusters
  Score: Raw -2246136.722733 + Penalty 3212.564643 = -2242924.158090
  nChanged 14
		SP:Iteration 51Q (10673.760000 sec): 3 clusters
  Score: Raw -2246138.846602 + Penalty 3212.564643 = -2242926.281959
  nChanged 16
		SP:Iteration 52Q (10673.800000 sec): 3 clusters
  Score: Raw -2246142.046947 + Penalty 3212.564643 = -2242929.482304
  nChanged 19
		SP:Iteration 53Q (10673.830000 sec): 3 clusters
  Score: Raw -2246146.249561 + Penalty 3212.564643 = -2242933.684917
  nChanged 25
		SP:Iteration 54Q (10673.870000 sec): 3 clusters
  Score: Raw -2246150.353930 + Penalty 3212.564643 = -2242937.789286
  nChanged 19
		SP:Iteration 55Q (10673.910000 sec): 3 clusters
  Score: Raw -2246154.162600 + Penalty 3212.564643 = -2242941.597957
  nChanged 16
		SP:Iteration 56Q (10673.950000 sec): 3 clusters
  Score: Raw -2246156.853645 + Penalty 3212.564643 = -2242944.289002
  nChanged 9
		SP:Iteration 57Q (10673.990000 sec): 3 clusters
  Score: Raw -2246158.210929 + Penalty 3212.564643 = -2242945.646286
  nChanged 8
		SP:Iteration 58Q (10674.030000 sec): 3 clusters
  Score: Raw -2246160.104429 + Penalty 3212.564643 = -2242947.539785
  nChanged 8
		SP:Iteration 59Q (10674.070000 sec): 3 clusters
  Score: Raw -2246161.092044 + Penalty 3212.564643 = -2242948.527401
  nChanged 3
		SP:Iteration 60F (10674.110000 sec): 3 clusters
  Score: Raw -2246161.472464 + Penalty 3212.564643 = -2242948.907820
  nChanged 2
		SP:Iteration 61Q (10674.150000 sec): 3 clusters
  Score: Raw -2246161.573449 + Penalty 3212.564643 = -2242949.008805
  nChanged 2
		SP:Iteration 62Q (10674.190000 sec): 3 clusters
  Score: Raw -2246161.752517 + Penalty 3212.564643 = -2242949.187873
  nChanged 2
		SP:Iteration 63Q (10674.230000 sec): 3 clusters
  Score: Raw -2246162.000749 + Penalty 3212.564643 = -2242949.436106
  nChanged 2
		SP:Iteration 64Q (10674.270000 sec): 3 clusters
  Score: Raw -2246162.165789 + Penalty 3212.564643 = -2242949.601145
  nChanged 3
		SP:Iteration 65Q (10674.310000 sec): 3 clusters
  Score: Raw -2246162.527935 + Penalty 3212.564643 = -2242949.963292
  nChanged 5
		SP:Iteration 66Q (10674.350000 sec): 3 clusters
  Score: Raw -2246163.436891 + Penalty 3212.564643 = -2242950.872247
  nChanged 3
		SP:Iteration 67Q (10674.390000 sec): 3 clusters
  Score: Raw -2246163.824362 + Penalty 3212.564643 = -2242951.259719
  nChanged 2
		SP:Iteration 68Q (10674.430000 sec): 3 clusters
  Score: Raw -2246164.171255 + Penalty 3212.564643 = -2242951.606612
  nChanged 2
		SP:Iteration 69Q (10674.470000 sec): 3 clusters
  Score: Raw -2246164.632671 + Penalty 3212.564643 = -2242952.068027
  nChanged 3
		SP:Iteration 70Q (10674.510000 sec): 3 clusters
  Score: Raw -2246165.710717 + Penalty 3212.564643 = -2242953.146073
  nChanged 3
		SP:Iteration 71Q (10674.550000 sec): 3 clusters
  Score: Raw -2246165.992385 + Penalty 3212.564643 = -2242953.427741
  nChanged 1
		SP:Iteration 72Q (10674.590000 sec): 3 clusters
  Score: Raw -2246166.025653 + Penalty 3212.564643 = -2242953.461009
  nChanged 0
		SP:Iteration 73F (10674.640000 sec): 3 clusters
  Score: Raw -2246166.025653 + Penalty 3212.564643 = -2242953.461009
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (7081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10674.670000 sec): 2 clusters
  Score: Raw -750820.953553 + Penalty 1440.590193 = -749380.363360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10674.690000 sec): 3 clusters
  Score: Raw -746976.583094 + Penalty 2881.180386 = -744095.402707
  nChanged 2969
		SP:Iteration 1F (10674.700000 sec): 3 clusters
  Score: Raw -748866.824351 + Penalty 2881.180386 = -745985.643965
  nChanged 618
		SP:Iteration 2F (10674.720000 sec): 3 clusters
  Score: Raw -749331.179332 + Penalty 2881.180386 = -746449.998946
  nChanged 564
		SP:Iteration 3F (10674.740000 sec): 3 clusters
  Score: Raw -749827.329038 + Penalty 2881.180386 = -746946.148652
  nChanged 543
		SP:Iteration 4F (10674.760000 sec): 3 clusters
  Score: Raw -750420.406924 + Penalty 2881.180386 = -747539.226538
  nChanged 576
		SP:Iteration 5F (10674.770000 sec): 3 clusters
  Score: Raw -751143.057987 + Penalty 2881.180386 = -748261.877600
  nChanged 565
		SP:Iteration 6F (10674.790000 sec): 3 clusters
  Score: Raw -751816.812664 + Penalty 2881.180386 = -748935.632278
  nChanged 414
		SP:Iteration 7F (10674.810000 sec): 3 clusters
  Score: Raw -752222.037379 + Penalty 2881.180386 = -749340.856993
  nChanged 288
		SP:Iteration 8Q (10674.820000 sec): 3 clusters
  Score: Raw -752433.798614 + Penalty 2881.180386 = -749552.618228
  nChanged 181
		SP:Iteration 9Q (10674.840000 sec): 3 clusters
  Score: Raw -752549.708452 + Penalty 2881.180386 = -749668.528066
  nChanged 128
		SP:Iteration 10Q (10674.860000 sec): 3 clusters
  Score: Raw -752615.369096 + Penalty 2881.180386 = -749734.188710
  nChanged 96
		SP:Iteration 11Q (10674.870000 sec): 3 clusters
  Score: Raw -752687.692037 + Penalty 2881.180386 = -749806.511651
  nChanged 112
		SP:Iteration 12Q (10674.890000 sec): 3 clusters
  Score: Raw -752788.095500 + Penalty 2881.180386 = -749906.915114
  nChanged 126
		SP:Iteration 13Q (10674.900000 sec): 3 clusters
  Score: Raw -752928.290517 + Penalty 2881.180386 = -750047.110131
  nChanged 122
		SP:Iteration 14Q (10674.920000 sec): 3 clusters
  Score: Raw -753079.890060 + Penalty 2881.180386 = -750198.709674
  nChanged 124
		SP:Iteration 15Q (10674.940000 sec): 3 clusters
  Score: Raw -753163.186810 + Penalty 2881.180386 = -750282.006423
  nChanged 93
		SP:Iteration 16Q (10674.950000 sec): 3 clusters
  Score: Raw -753203.744445 + Penalty 2881.180386 = -750322.564059
  nChanged 83
		SP:Iteration 17Q (10674.970000 sec): 3 clusters
  Score: Raw -753246.746753 + Penalty 2881.180386 = -750365.566367
  nChanged 74
		SP:Iteration 18Q (10674.990000 sec): 3 clusters
  Score: Raw -753290.360910 + Penalty 2881.180386 = -750409.180523
  nChanged 80
		SP:Iteration 19Q (10675.000000 sec): 3 clusters
  Score: Raw -753352.759793 + Penalty 2881.180386 = -750471.579407
  nChanged 84
		SP:Iteration 20F (10675.020000 sec): 3 clusters
  Score: Raw -753410.233758 + Penalty 2881.180386 = -750529.053371
  nChanged 71
		SP:Iteration 21Q (10675.040000 sec): 3 clusters
  Score: Raw -753447.353579 + Penalty 2881.180386 = -750566.173193
  nChanged 80
		SP:Iteration 22Q (10675.050000 sec): 3 clusters
  Score: Raw -753482.670938 + Penalty 2881.180386 = -750601.490551
  nChanged 64
		SP:Iteration 23Q (10675.070000 sec): 3 clusters
  Score: Raw -753501.645806 + Penalty 2881.180386 = -750620.465419
  nChanged 46
		SP:Iteration 24Q (10675.080000 sec): 3 clusters
  Score: Raw -753512.890938 + Penalty 2881.180386 = -750631.710551
  nChanged 28
		SP:Iteration 25Q (10675.100000 sec): 3 clusters
  Score: Raw -753519.526209 + Penalty 2881.180386 = -750638.345822
  nChanged 23
		SP:Iteration 26Q (10675.120000 sec): 3 clusters
  Score: Raw -753525.195387 + Penalty 2881.180386 = -750644.015000
  nChanged 23
		SP:Iteration 27Q (10675.130000 sec): 3 clusters
  Score: Raw -753530.108834 + Penalty 2881.180386 = -750648.928448
  nChanged 22
		SP:Iteration 28Q (10675.150000 sec): 3 clusters
  Score: Raw -753535.061605 + Penalty 2881.180386 = -750653.881219
  nChanged 19
		SP:Iteration 29Q (10675.160000 sec): 3 clusters
  Score: Raw -753538.227659 + Penalty 2881.180386 = -750657.047273
  nChanged 14
		SP:Iteration 30Q (10675.180000 sec): 3 clusters
  Score: Raw -753540.863157 + Penalty 2881.180386 = -750659.682771
  nChanged 10
		SP:Iteration 31Q (10675.200000 sec): 3 clusters
  Score: Raw -753542.841691 + Penalty 2881.180386 = -750661.661305
  nChanged 9
		SP:Iteration 32Q (10675.210000 sec): 3 clusters
  Score: Raw -753545.058155 + Penalty 2881.180386 = -750663.877769
  nChanged 7
		SP:Iteration 33Q (10675.230000 sec): 3 clusters
  Score: Raw -753546.648419 + Penalty 2881.180386 = -750665.468033
  nChanged 8
		SP:Iteration 34Q (10675.240000 sec): 3 clusters
  Score: Raw -753547.574647 + Penalty 2881.180386 = -750666.394260
  nChanged 6
		SP:Iteration 35Q (10675.260000 sec): 3 clusters
  Score: Raw -753548.137542 + Penalty 2881.180386 = -750666.957155
  nChanged 4
		SP:Iteration 36Q (10675.280000 sec): 3 clusters
  Score: Raw -753548.616578 + Penalty 2881.180386 = -750667.436191
  nChanged 1
		SP:Iteration 37Q (10675.290000 sec): 3 clusters
  Score: Raw -753548.704933 + Penalty 2881.180386 = -750667.524546
  nChanged 2
		SP:Iteration 38Q (10675.300000 sec): 3 clusters
  Score: Raw -753548.854501 + Penalty 2881.180386 = -750667.674114
  nChanged 4
		SP:Iteration 39Q (10675.320000 sec): 3 clusters
  Score: Raw -753549.328243 + Penalty 2881.180386 = -750668.147857
  nChanged 2
		SP:Iteration 40F (10675.340000 sec): 3 clusters
  Score: Raw -753549.550420 + Penalty 2881.180386 = -750668.370034
  nChanged 2
		SP:Iteration 41Q (10675.350000 sec): 3 clusters
  Score: Raw -753549.941871 + Penalty 2881.180386 = -750668.761485
  nChanged 0
		SP:Iteration 42F (10675.370000 sec): 3 clusters
  Score: Raw -753549.941871 + Penalty 2881.180386 = -750668.761485
  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 13.94 GB.

 Trying to split cluster 7 (10449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10675.410000 sec): 2 clusters
  Score: Raw -1101929.037639 + Penalty 1503.817503 = -1100425.220136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10675.430000 sec): 3 clusters
  Score: Raw -1096070.371611 + Penalty 3007.635007 = -1093062.736604
  nChanged 4532
		SP:Iteration 1F (10675.460000 sec): 3 clusters
  Score: Raw -1099643.564021 + Penalty 3007.635007 = -1096635.929015
  nChanged 1176
		SP:Iteration 2F (10675.480000 sec): 3 clusters
  Score: Raw -1101308.737362 + Penalty 3007.635007 = -1098301.102355
  nChanged 1085
		SP:Iteration 3F (10675.510000 sec): 3 clusters
  Score: Raw -1102577.318310 + Penalty 3007.635007 = -1099569.683303
  nChanged 801
		SP:Iteration 4F (10675.540000 sec): 3 clusters
  Score: Raw -1103222.292033 + Penalty 3007.635007 = -1100214.657026
  nChanged 516
		SP:Iteration 5Q (10675.560000 sec): 3 clusters
  Score: Raw -1103571.358820 + Penalty 3007.635007 = -1100563.723814
  nChanged 375
		SP:Iteration 6Q (10675.590000 sec): 3 clusters
  Score: Raw -1103750.508563 + Penalty 3007.635007 = -1100742.873557
  nChanged 218
		SP:Iteration 7Q (10675.620000 sec): 3 clusters
  Score: Raw -1103825.963832 + Penalty 3007.635007 = -1100818.328825
  nChanged 156
		SP:Iteration 8Q (10675.640000 sec): 3 clusters
  Score: Raw -1103866.154277 + Penalty 3007.635007 = -1100858.519270
  nChanged 90
		SP:Iteration 9Q (10675.660000 sec): 3 clusters
  Score: Raw -1103887.912568 + Penalty 3007.635007 = -1100880.277562
  nChanged 87
		SP:Iteration 10Q (10675.690000 sec): 3 clusters
  Score: Raw -1103908.184740 + Penalty 3007.635007 = -1100900.549733
  nChanged 66
		SP:Iteration 11Q (10675.720000 sec): 3 clusters
  Score: Raw -1103919.770709 + Penalty 3007.635007 = -1100912.135702
  nChanged 60
		SP:Iteration 12Q (10675.740000 sec): 3 clusters
  Score: Raw -1103930.938215 + Penalty 3007.635007 = -1100923.303209
  nChanged 56
		SP:Iteration 13Q (10675.760000 sec): 3 clusters
  Score: Raw -1103941.486828 + Penalty 3007.635007 = -1100933.851821
  nChanged 62
		SP:Iteration 14Q (10675.790000 sec): 3 clusters
  Score: Raw -1103952.272091 + Penalty 3007.635007 = -1100944.637084
  nChanged 48
		SP:Iteration 15Q (10675.820000 sec): 3 clusters
  Score: Raw -1103959.086495 + Penalty 3007.635007 = -1100951.451488
  nChanged 39
		SP:Iteration 16Q (10675.840000 sec): 3 clusters
  Score: Raw -1103965.153378 + Penalty 3007.635007 = -1100957.518372
  nChanged 36
		SP:Iteration 17Q (10675.870000 sec): 3 clusters
  Score: Raw -1103971.003500 + Penalty 3007.635007 = -1100963.368493
  nChanged 44
		SP:Iteration 18Q (10675.890000 sec): 3 clusters
  Score: Raw -1103976.660400 + Penalty 3007.635007 = -1100969.025393
  nChanged 38
		SP:Iteration 19Q (10675.920000 sec): 3 clusters
  Score: Raw -1103983.431926 + Penalty 3007.635007 = -1100975.796920
  nChanged 41
		SP:Iteration 20F (10675.940000 sec): 3 clusters
  Score: Raw -1103990.757917 + Penalty 3007.635007 = -1100983.122910
  nChanged 54
		SP:Iteration 21Q (10675.970000 sec): 3 clusters
  Score: Raw -1104003.086505 + Penalty 3007.635007 = -1100995.451498
  nChanged 48
		SP:Iteration 22Q (10676.000000 sec): 3 clusters
  Score: Raw -1104020.225779 + Penalty 3007.635007 = -1101012.590772
  nChanged 73
		SP:Iteration 23Q (10676.020000 sec): 3 clusters
  Score: Raw -1104050.146812 + Penalty 3007.635007 = -1101042.511805
  nChanged 76
		SP:Iteration 24Q (10676.050000 sec): 3 clusters
  Score: Raw -1104078.310865 + Penalty 3007.635007 = -1101070.675858
  nChanged 75
		SP:Iteration 25Q (10676.070000 sec): 3 clusters
  Score: Raw -1104107.359192 + Penalty 3007.635007 = -1101099.724185
  nChanged 77
		SP:Iteration 26Q (10676.090000 sec): 3 clusters
  Score: Raw -1104130.180182 + Penalty 3007.635007 = -1101122.545175
  nChanged 74
		SP:Iteration 27Q (10676.110000 sec): 3 clusters
  Score: Raw -1104148.520444 + Penalty 3007.635007 = -1101140.885437
  nChanged 72
		SP:Iteration 28Q (10676.140000 sec): 3 clusters
  Score: Raw -1104163.963575 + Penalty 3007.635007 = -1101156.328569
  nChanged 52
		SP:Iteration 29Q (10676.160000 sec): 3 clusters
  Score: Raw -1104173.876211 + Penalty 3007.635007 = -1101166.241204
  nChanged 56
		SP:Iteration 30Q (10676.190000 sec): 3 clusters
  Score: Raw -1104183.233658 + Penalty 3007.635007 = -1101175.598651
  nChanged 57
		SP:Iteration 31Q (10676.210000 sec): 3 clusters
  Score: Raw -1104192.592109 + Penalty 3007.635007 = -1101184.957102
  nChanged 56
		SP:Iteration 32Q (10676.230000 sec): 3 clusters
  Score: Raw -1104203.912116 + Penalty 3007.635007 = -1101196.277109
  nChanged 59
		SP:Iteration 33Q (10676.260000 sec): 3 clusters
  Score: Raw -1104217.297318 + Penalty 3007.635007 = -1101209.662311
  nChanged 66
		SP:Iteration 34Q (10676.280000 sec): 3 clusters
  Score: Raw -1104233.447803 + Penalty 3007.635007 = -1101225.812797
  nChanged 66
		SP:Iteration 35Q (10676.310000 sec): 3 clusters
  Score: Raw -1104248.569308 + Penalty 3007.635007 = -1101240.934302
  nChanged 68
		SP:Iteration 36Q (10676.330000 sec): 3 clusters
  Score: Raw -1104264.380128 + Penalty 3007.635007 = -1101256.745121
  nChanged 67
		SP:Iteration 37Q (10676.350000 sec): 3 clusters
  Score: Raw -1104276.480148 + Penalty 3007.635007 = -1101268.845142
  nChanged 52
		SP:Iteration 38Q (10676.380000 sec): 3 clusters
  Score: Raw -1104289.266925 + Penalty 3007.635007 = -1101281.631919
  nChanged 51
		SP:Iteration 39Q (10676.400000 sec): 3 clusters
  Score: Raw -1104301.979011 + Penalty 3007.635007 = -1101294.344004
  nChanged 55
		SP:Iteration 40F (10676.430000 sec): 3 clusters
  Score: Raw -1104317.625660 + Penalty 3007.635007 = -1101309.990653
  nChanged 60
		SP:Iteration 41Q (10676.450000 sec): 3 clusters
  Score: Raw -1104336.889557 + Penalty 3007.635007 = -1101329.254551
  nChanged 68
		SP:Iteration 42Q (10676.470000 sec): 3 clusters
  Score: Raw -1104352.515181 + Penalty 3007.635007 = -1101344.880174
  nChanged 65
		SP:Iteration 43Q (10676.500000 sec): 3 clusters
  Score: Raw -1104368.854390 + Penalty 3007.635007 = -1101361.219383
  nChanged 73
		SP:Iteration 44Q (10676.530000 sec): 3 clusters
  Score: Raw -1104389.502481 + Penalty 3007.635007 = -1101381.867474
  nChanged 69
		SP:Iteration 45Q (10676.550000 sec): 3 clusters
  Score: Raw -1104406.696134 + Penalty 3007.635007 = -1101399.061127
  nChanged 62
		SP:Iteration 46Q (10676.580000 sec): 3 clusters
  Score: Raw -1104420.189482 + Penalty 3007.635007 = -1101412.554475
  nChanged 51
		SP:Iteration 47Q (10676.600000 sec): 3 clusters
  Score: Raw -1104430.294202 + Penalty 3007.635007 = -1101422.659196
  nChanged 41
		SP:Iteration 48Q (10676.620000 sec): 3 clusters
  Score: Raw -1104438.767938 + Penalty 3007.635007 = -1101431.132931
  nChanged 36
		SP:Iteration 49Q (10676.650000 sec): 3 clusters
  Score: Raw -1104446.227702 + Penalty 3007.635007 = -1101438.592695
  nChanged 40
		SP:Iteration 50Q (10676.670000 sec): 3 clusters
  Score: Raw -1104455.658209 + Penalty 3007.635007 = -1101448.023203
  nChanged 40
		SP:Iteration 51Q (10676.700000 sec): 3 clusters
  Score: Raw -1104467.131594 + Penalty 3007.635007 = -1101459.496587
  nChanged 46
		SP:Iteration 52Q (10676.720000 sec): 3 clusters
  Score: Raw -1104478.220604 + Penalty 3007.635007 = -1101470.585597
  nChanged 42
		SP:Iteration 53Q (10676.750000 sec): 3 clusters
  Score: Raw -1104489.322076 + Penalty 3007.635007 = -1101481.687069
  nChanged 40
		SP:Iteration 54Q (10676.770000 sec): 3 clusters
  Score: Raw -1104499.762911 + Penalty 3007.635007 = -1101492.127904
  nChanged 41
		SP:Iteration 55Q (10676.790000 sec): 3 clusters
  Score: Raw -1104511.044525 + Penalty 3007.635007 = -1101503.409519
  nChanged 47
		SP:Iteration 56Q (10676.820000 sec): 3 clusters
  Score: Raw -1104524.791908 + Penalty 3007.635007 = -1101517.156901
  nChanged 54
		SP:Iteration 57Q (10676.840000 sec): 3 clusters
  Score: Raw -1104541.128671 + Penalty 3007.635007 = -1101533.493664
  nChanged 45
		SP:Iteration 58Q (10676.860000 sec): 3 clusters
  Score: Raw -1104553.955533 + Penalty 3007.635007 = -1101546.320527
  nChanged 32
		SP:Iteration 59Q (10676.890000 sec): 3 clusters
  Score: Raw -1104562.276515 + Penalty 3007.635007 = -1101554.641508
  nChanged 37
		SP:Iteration 60F (10676.920000 sec): 3 clusters
  Score: Raw -1104568.724308 + Penalty 3007.635007 = -1101561.089302
  nChanged 23
		SP:Iteration 61Q (10676.950000 sec): 3 clusters
  Score: Raw -1104573.185108 + Penalty 3007.635007 = -1101565.550101
  nChanged 19
		SP:Iteration 62Q (10676.970000 sec): 3 clusters
  Score: Raw -1104576.790032 + Penalty 3007.635007 = -1101569.155025
  nChanged 17
		SP:Iteration 63Q (10676.990000 sec): 3 clusters
  Score: Raw -1104579.572844 + Penalty 3007.635007 = -1101571.937837
  nChanged 16
		SP:Iteration 64Q (10677.020000 sec): 3 clusters
  Score: Raw -1104582.836110 + Penalty 3007.635007 = -1101575.201103
  nChanged 16
		SP:Iteration 65Q (10677.040000 sec): 3 clusters
  Score: Raw -1104586.313661 + Penalty 3007.635007 = -1101578.678654
  nChanged 18
		SP:Iteration 66Q (10677.080000 sec): 3 clusters
  Score: Raw -1104591.578486 + Penalty 3007.635007 = -1101583.943479
  nChanged 16
		SP:Iteration 67Q (10677.100000 sec): 3 clusters
  Score: Raw -1104595.216148 + Penalty 3007.635007 = -1101587.581141
  nChanged 12
		SP:Iteration 68Q (10677.120000 sec): 3 clusters
  Score: Raw -1104597.349591 + Penalty 3007.635007 = -1101589.714584
  nChanged 12
		SP:Iteration 69Q (10677.150000 sec): 3 clusters
  Score: Raw -1104600.058043 + Penalty 3007.635007 = -1101592.423037
  nChanged 10
		SP:Iteration 70Q (10677.170000 sec): 3 clusters
  Score: Raw -1104601.907222 + Penalty 3007.635007 = -1101594.272215
  nChanged 5
		SP:Iteration 71Q (10677.200000 sec): 3 clusters
  Score: Raw -1104602.498504 + Penalty 3007.635007 = -1101594.863497
  nChanged 4
		SP:Iteration 72Q (10677.220000 sec): 3 clusters
  Score: Raw -1104602.871449 + Penalty 3007.635007 = -1101595.236443
  nChanged 3
		SP:Iteration 73Q (10677.260000 sec): 3 clusters
  Score: Raw -1104603.432296 + Penalty 3007.635007 = -1101595.797289
  nChanged 2
		SP:Iteration 74Q (10677.280000 sec): 3 clusters
  Score: Raw -1104603.669460 + Penalty 3007.635007 = -1101596.034454
  nChanged 1
		SP:Iteration 75Q (10677.300000 sec): 3 clusters
  Score: Raw -1104603.713271 + Penalty 3007.635007 = -1101596.078264
  nChanged 1
		SP:Iteration 76Q (10677.330000 sec): 3 clusters
  Score: Raw -1104603.840539 + Penalty 3007.635007 = -1101596.205532
  nChanged 2
		SP:Iteration 77Q (10677.350000 sec): 3 clusters
  Score: Raw -1104604.112645 + Penalty 3007.635007 = -1101596.477639
  nChanged 2
		SP:Iteration 78Q (10677.380000 sec): 3 clusters
  Score: Raw -1104604.531928 + Penalty 3007.635007 = -1101596.896921
  nChanged 3
		SP:Iteration 79Q (10677.400000 sec): 3 clusters
  Score: Raw -1104605.021207 + Penalty 3007.635007 = -1101597.386201
  nChanged 2
		SP:Iteration 80F (10677.430000 sec): 3 clusters
  Score: Raw -1104605.311366 + Penalty 3007.635007 = -1101597.676359
  nChanged 1
		SP:Iteration 81Q (10677.450000 sec): 3 clusters
  Score: Raw -1104605.365485 + Penalty 3007.635007 = -1101597.730479
  nChanged 0
		SP:Iteration 82F (10677.490000 sec): 3 clusters
  Score: Raw -1104605.365485 + Penalty 3007.635007 = -1101597.730479
  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 13.94 GB.

 Trying to split cluster 8 (23737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10677.570000 sec): 2 clusters
  Score: Raw -2839814.011381 + Penalty 1637.153422 = -2838176.857959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10677.640000 sec): 3 clusters
  Score: Raw -2825324.832921 + Penalty 3274.306845 = -2822050.526077
  nChanged 10875
		SP:Iteration 1F (10677.710000 sec): 3 clusters
  Score: Raw -2831225.683722 + Penalty 3274.306845 = -2827951.376878
  nChanged 1047
		SP:Iteration 2Q (10677.780000 sec): 3 clusters
  Score: Raw -2831550.755228 + Penalty 3274.306845 = -2828276.448383
  nChanged 992
		SP:Iteration 3Q (10677.850000 sec): 3 clusters
  Score: Raw -2831891.327596 + Penalty 3274.306845 = -2828617.020751
  nChanged 943
		SP:Iteration 4Q (10677.920000 sec): 3 clusters
  Score: Raw -2832256.325879 + Penalty 3274.306845 = -2828982.019035
  nChanged 988
		SP:Iteration 5Q (10677.980000 sec): 3 clusters
  Score: Raw -2832689.859589 + Penalty 3274.306845 = -2829415.552744
  nChanged 1119
		SP:Iteration 6Q (10678.050000 sec): 3 clusters
  Score: Raw -2833289.863466 + Penalty 3274.306845 = -2830015.556621
  nChanged 1357
		SP:Iteration 7F (10678.120000 sec): 3 clusters
  Score: Raw -2834141.346686 + Penalty 3274.306845 = -2830867.039841
  nChanged 1488
		SP:Iteration 8F (10678.180000 sec): 3 clusters
  Score: Raw -2835228.151006 + Penalty 3274.306845 = -2831953.844161
  nChanged 1603
		SP:Iteration 9F (10678.240000 sec): 3 clusters
  Score: Raw -2836545.222821 + Penalty 3274.306845 = -2833270.915976
  nChanged 1468
		SP:Iteration 10F (10678.310000 sec): 3 clusters
  Score: Raw -2837803.044066 + Penalty 3274.306845 = -2834528.737221
  nChanged 1119
		SP:Iteration 11Q (10678.380000 sec): 3 clusters
  Score: Raw -2838776.150532 + Penalty 3274.306845 = -2835501.843687
  nChanged 671
		SP:Iteration 12Q (10678.440000 sec): 3 clusters
  Score: Raw -2839333.230559 + Penalty 3274.306845 = -2836058.923714
  nChanged 391
		SP:Iteration 13Q (10678.510000 sec): 3 clusters
  Score: Raw -2839660.929851 + Penalty 3274.306845 = -2836386.623006
  nChanged 202
		SP:Iteration 14Q (10678.560000 sec): 3 clusters
  Score: Raw -2839824.453110 + Penalty 3274.306845 = -2836550.146266
  nChanged 103
		SP:Iteration 15Q (10678.610000 sec): 3 clusters
  Score: Raw -2839909.966636 + Penalty 3274.306845 = -2836635.659791
  nChanged 56
		SP:Iteration 16Q (10678.660000 sec): 3 clusters
  Score: Raw -2839960.967231 + Penalty 3274.306845 = -2836686.660387
  nChanged 28
		SP:Iteration 17Q (10678.710000 sec): 3 clusters
  Score: Raw -2839995.357070 + Penalty 3274.306845 = -2836721.050225
  nChanged 16
		SP:Iteration 18Q (10678.760000 sec): 3 clusters
  Score: Raw -2840012.864298 + Penalty 3274.306845 = -2836738.557453
  nChanged 11
		SP:Iteration 19Q (10678.810000 sec): 3 clusters
  Score: Raw -2840028.232168 + Penalty 3274.306845 = -2836753.925323
  nChanged 13
		SP:Iteration 20F (10678.870000 sec): 3 clusters
  Score: Raw -2840040.319025 + Penalty 3274.306845 = -2836766.012181
  nChanged 6
		SP:Iteration 21Q (10678.920000 sec): 3 clusters
  Score: Raw -2840048.278511 + Penalty 3274.306845 = -2836773.971666
  nChanged 5
		SP:Iteration 22Q (10678.960000 sec): 3 clusters
  Score: Raw -2840053.401983 + Penalty 3274.306845 = -2836779.095138
  nChanged 3
		SP:Iteration 23Q (10679.010000 sec): 3 clusters
  Score: Raw -2840057.732489 + Penalty 3274.306845 = -2836783.425645
  nChanged 4
		SP:Iteration 24Q (10679.050000 sec): 3 clusters
  Score: Raw -2840066.365784 + Penalty 3274.306845 = -2836792.058939
  nChanged 4
		SP:Iteration 25Q (10679.100000 sec): 3 clusters
  Score: Raw -2840072.904811 + Penalty 3274.306845 = -2836798.597966
  nChanged 4
		SP:Iteration 26Q (10679.140000 sec): 3 clusters
  Score: Raw -2840078.861543 + Penalty 3274.306845 = -2836804.554699
  nChanged 4
		SP:Iteration 27Q (10679.190000 sec): 3 clusters
  Score: Raw -2840082.013790 + Penalty 3274.306845 = -2836807.706945
  nChanged 0
		SP:Iteration 28F (10679.250000 sec): 3 clusters
  Score: Raw -2840082.013790 + Penalty 3274.306845 = -2836807.706945
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (2368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10679.270000 sec): 2 clusters
  Score: Raw -249157.897549 + Penalty 1262.592662 = -247895.304887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10679.280000 sec): 3 clusters
  Score: Raw -248204.019766 + Penalty 2525.185324 = -245678.834442
  nChanged 911
		SP:Iteration 1F (10679.290000 sec): 3 clusters
  Score: Raw -249376.169595 + Penalty 2525.185324 = -246850.984271
  nChanged 299
		SP:Iteration 2F (10679.290000 sec): 3 clusters
  Score: Raw -250225.006986 + Penalty 2525.185324 = -247699.821662
  nChanged 239
		SP:Iteration 3F (10679.300000 sec): 3 clusters
  Score: Raw -250986.353752 + Penalty 2525.185324 = -248461.168429
  nChanged 174
		SP:Iteration 4F (10679.310000 sec): 3 clusters
  Score: Raw -251570.053312 + Penalty 2525.185324 = -249044.867989
  nChanged 153
		SP:Iteration 5F (10679.310000 sec): 3 clusters
  Score: Raw -252320.720933 + Penalty 2525.185324 = -249795.535609
  nChanged 176
		SP:Iteration 6F (10679.320000 sec): 3 clusters
  Score: Raw -253522.103998 + Penalty 2525.185324 = -250996.918674
  nChanged 255
		SP:Iteration 7F (10679.320000 sec): 3 clusters
  Score: Raw -256603.357913 + Penalty 2525.185324 = -254078.172589
  nChanged 251
		SP:Iteration 8F (10679.330000 sec): 3 clusters
  Score: Raw -258168.643747 + Penalty 2525.185324 = -255643.458423
  nChanged 46
		SP:Iteration 9Q (10679.330000 sec): 3 clusters
  Score: Raw -258479.593283 + Penalty 2525.185324 = -255954.407959
  nChanged 11
		SP:Iteration 10Q (10679.330000 sec): 3 clusters
  Score: Raw -258565.815423 + Penalty 2525.185324 = -256040.630099
  nChanged 3
		SP:Iteration 11Q (10679.340000 sec): 3 clusters
  Score: Raw -258578.230054 + Penalty 2525.185324 = -256053.044731
  nChanged 4
		SP:Iteration 12Q (10679.350000 sec): 3 clusters
  Score: Raw -258589.412700 + Penalty 2525.185324 = -256064.227377
  nChanged 0
		SP:Iteration 13F (10679.350000 sec): 3 clusters
  Score: Raw -258593.666045 + Penalty 2525.185324 = -256068.480722
  nChanged 2
		SP:Iteration 14Q (10679.360000 sec): 3 clusters
  Score: Raw -258599.935753 + Penalty 2525.185324 = -256074.750430
  nChanged 3
		SP:Iteration 15Q (10679.360000 sec): 3 clusters
  Score: Raw -258608.671497 + Penalty 2525.185324 = -256083.486174
  nChanged 1
		SP:Iteration 16Q (10679.360000 sec): 3 clusters
  Score: Raw -258612.189936 + Penalty 2525.185324 = -256087.004612
  nChanged 1
		SP:Iteration 17Q (10679.370000 sec): 3 clusters
  Score: Raw -258614.619653 + Penalty 2525.185324 = -256089.434330
  nChanged 0
		SP:Iteration 18F (10679.380000 sec): 3 clusters
  Score: Raw -258614.619653 + Penalty 2525.185324 = -256089.434330
  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 13.94 GB.

 Trying to split cluster 10 (34424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10679.500000 sec): 2 clusters
  Score: Raw -4040835.919353 + Penalty 1697.557757 = -4039138.361596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10679.590000 sec): 3 clusters
  Score: Raw -4019404.923900 + Penalty 3395.115514 = -4016009.808386
  nChanged 15931
		SP:Iteration 1F (10679.680000 sec): 3 clusters
  Score: Raw -4028810.787042 + Penalty 3395.115514 = -4025415.671528
  nChanged 1830
		SP:Iteration 2F (10679.780000 sec): 3 clusters
  Score: Raw -4029650.482512 + Penalty 3395.115514 = -4026255.366998
  nChanged 1954
		SP:Iteration 3F (10679.880000 sec): 3 clusters
  Score: Raw -4030648.531253 + Penalty 3395.115514 = -4027253.415739
  nChanged 2127
		SP:Iteration 4F (10679.970000 sec): 3 clusters
  Score: Raw -4031887.352209 + Penalty 3395.115514 = -4028492.236695
  nChanged 2234
		SP:Iteration 5F (10680.060000 sec): 3 clusters
  Score: Raw -4033285.178693 + Penalty 3395.115514 = -4029890.063179
  nChanged 2240
		SP:Iteration 6F (10680.160000 sec): 3 clusters
  Score: Raw -4034822.648282 + Penalty 3395.115514 = -4031427.532768
  nChanged 2001
		SP:Iteration 7F (10680.250000 sec): 3 clusters
  Score: Raw -4036290.998226 + Penalty 3395.115514 = -4032895.882712
  nChanged 1728
		SP:Iteration 8F (10680.340000 sec): 3 clusters
  Score: Raw -4037636.276807 + Penalty 3395.115514 = -4034241.161293
  nChanged 1385
		SP:Iteration 9Q (10680.430000 sec): 3 clusters
  Score: Raw -4038732.984996 + Penalty 3395.115514 = -4035337.869481
  nChanged 1044
		SP:Iteration 10Q (10680.520000 sec): 3 clusters
  Score: Raw -4039588.899021 + Penalty 3395.115514 = -4036193.783507
  nChanged 767
		SP:Iteration 11Q (10680.610000 sec): 3 clusters
  Score: Raw -4040123.362590 + Penalty 3395.115514 = -4036728.247076
  nChanged 527
		SP:Iteration 12Q (10680.690000 sec): 3 clusters
  Score: Raw -4040427.642383 + Penalty 3395.115514 = -4037032.526868
  nChanged 410
		SP:Iteration 13Q (10680.770000 sec): 3 clusters
  Score: Raw -4040619.557405 + Penalty 3395.115514 = -4037224.441891
  nChanged 362
		SP:Iteration 14Q (10680.850000 sec): 3 clusters
  Score: Raw -4040780.275397 + Penalty 3395.115514 = -4037385.159883
  nChanged 317
		SP:Iteration 15Q (10680.930000 sec): 3 clusters
  Score: Raw -4040913.787388 + Penalty 3395.115514 = -4037518.671873
  nChanged 297
		SP:Iteration 16Q (10681.000000 sec): 3 clusters
  Score: Raw -4041039.202271 + Penalty 3395.115514 = -4037644.086757
  nChanged 267
		SP:Iteration 17Q (10681.080000 sec): 3 clusters
  Score: Raw -4041148.712095 + Penalty 3395.115514 = -4037753.596580
  nChanged 221
		SP:Iteration 18Q (10681.160000 sec): 3 clusters
  Score: Raw -4041238.760907 + Penalty 3395.115514 = -4037843.645393
  nChanged 219
		SP:Iteration 19Q (10681.230000 sec): 3 clusters
  Score: Raw -4041334.407334 + Penalty 3395.115514 = -4037939.291820
  nChanged 209
		SP:Iteration 20F (10681.320000 sec): 3 clusters
  Score: Raw -4041435.400208 + Penalty 3395.115514 = -4038040.284694
  nChanged 186
		SP:Iteration 21Q (10681.400000 sec): 3 clusters
  Score: Raw -4041525.232528 + Penalty 3395.115514 = -4038130.117014
  nChanged 172
		SP:Iteration 22Q (10681.470000 sec): 3 clusters
  Score: Raw -4041608.756456 + Penalty 3395.115514 = -4038213.640942
  nChanged 159
		SP:Iteration 23Q (10681.540000 sec): 3 clusters
  Score: Raw -4041681.377239 + Penalty 3395.115514 = -4038286.261725
  nChanged 145
		SP:Iteration 24Q (10681.620000 sec): 3 clusters
  Score: Raw -4041756.634011 + Penalty 3395.115514 = -4038361.518497
  nChanged 130
		SP:Iteration 25Q (10681.690000 sec): 3 clusters
  Score: Raw -4041837.667894 + Penalty 3395.115514 = -4038442.552380
  nChanged 131
		SP:Iteration 26Q (10681.760000 sec): 3 clusters
  Score: Raw -4041910.456872 + Penalty 3395.115514 = -4038515.341358
  nChanged 115
		SP:Iteration 27Q (10681.830000 sec): 3 clusters
  Score: Raw -4041968.053344 + Penalty 3395.115514 = -4038572.937830
  nChanged 107
		SP:Iteration 28Q (10681.900000 sec): 3 clusters
  Score: Raw -4042019.095820 + Penalty 3395.115514 = -4038623.980306
  nChanged 78
		SP:Iteration 29Q (10681.970000 sec): 3 clusters
  Score: Raw -4042053.198654 + Penalty 3395.115514 = -4038658.083140
  nChanged 75
		SP:Iteration 30Q (10682.040000 sec): 3 clusters
  Score: Raw -4042084.601564 + Penalty 3395.115514 = -4038689.486050
  nChanged 66
		SP:Iteration 31Q (10682.110000 sec): 3 clusters
  Score: Raw -4042109.506787 + Penalty 3395.115514 = -4038714.391272
  nChanged 47
		SP:Iteration 32Q (10682.180000 sec): 3 clusters
  Score: Raw -4042125.445588 + Penalty 3395.115514 = -4038730.330074
  nChanged 40
		SP:Iteration 33Q (10682.250000 sec): 3 clusters
  Score: Raw -4042139.174802 + Penalty 3395.115514 = -4038744.059288
  nChanged 39
		SP:Iteration 34Q (10682.320000 sec): 3 clusters
  Score: Raw -4042150.092452 + Penalty 3395.115514 = -4038754.976938
  nChanged 26
		SP:Iteration 35Q (10682.390000 sec): 3 clusters
  Score: Raw -4042156.643754 + Penalty 3395.115514 = -4038761.528240
  nChanged 19
		SP:Iteration 36Q (10682.460000 sec): 3 clusters
  Score: Raw -4042161.207582 + Penalty 3395.115514 = -4038766.092068
  nChanged 20
		SP:Iteration 37Q (10682.530000 sec): 3 clusters
  Score: Raw -4042167.019602 + Penalty 3395.115514 = -4038771.904088
  nChanged 18
		SP:Iteration 38Q (10682.600000 sec): 3 clusters
  Score: Raw -4042172.495488 + Penalty 3395.115514 = -4038777.379974
  nChanged 19
		SP:Iteration 39Q (10682.680000 sec): 3 clusters
  Score: Raw -4042176.630213 + Penalty 3395.115514 = -4038781.514699
  nChanged 19
		SP:Iteration 40F (10682.770000 sec): 3 clusters
  Score: Raw -4042247.685084 + Penalty 3395.115514 = -4038852.569570
  nChanged 51
		SP:Iteration 41Q (10682.840000 sec): 3 clusters
  Score: Raw -4042331.105897 + Penalty 3395.115514 = -4038935.990383
  nChanged 99
		SP:Iteration 42Q (10682.910000 sec): 3 clusters
  Score: Raw -4042417.370679 + Penalty 3395.115514 = -4039022.255165
  nChanged 105
		SP:Iteration 43Q (10682.980000 sec): 3 clusters
  Score: Raw -4042487.942100 + Penalty 3395.115514 = -4039092.826586
  nChanged 105
		SP:Iteration 44Q (10683.060000 sec): 3 clusters
  Score: Raw -4042543.770797 + Penalty 3395.115514 = -4039148.655283
  nChanged 79
		SP:Iteration 45Q (10683.130000 sec): 3 clusters
  Score: Raw -4042574.879281 + Penalty 3395.115514 = -4039179.763767
  nChanged 68
		SP:Iteration 46Q (10683.200000 sec): 3 clusters
  Score: Raw -4042596.570534 + Penalty 3395.115514 = -4039201.455020
  nChanged 55
		SP:Iteration 47Q (10683.270000 sec): 3 clusters
  Score: Raw -4042612.040763 + Penalty 3395.115514 = -4039216.925249
  nChanged 40
		SP:Iteration 48Q (10683.340000 sec): 3 clusters
  Score: Raw -4042622.894758 + Penalty 3395.115514 = -4039227.779243
  nChanged 23
		SP:Iteration 49Q (10683.420000 sec): 3 clusters
  Score: Raw -4042630.627955 + Penalty 3395.115514 = -4039235.512441
  nChanged 23
		SP:Iteration 50Q (10683.490000 sec): 3 clusters
  Score: Raw -4042634.793704 + Penalty 3395.115514 = -4039239.678189
  nChanged 13
		SP:Iteration 51Q (10683.560000 sec): 3 clusters
  Score: Raw -4042637.088849 + Penalty 3395.115514 = -4039241.973335
  nChanged 17
		SP:Iteration 52Q (10683.630000 sec): 3 clusters
  Score: Raw -4042640.918258 + Penalty 3395.115514 = -4039245.802744
  nChanged 17
		SP:Iteration 53Q (10683.700000 sec): 3 clusters
  Score: Raw -4042646.928991 + Penalty 3395.115514 = -4039251.813477
  nChanged 17
		SP:Iteration 54Q (10683.770000 sec): 3 clusters
  Score: Raw -4042653.222530 + Penalty 3395.115514 = -4039258.107016
  nChanged 17
		SP:Iteration 55Q (10683.840000 sec): 3 clusters
  Score: Raw -4042656.030406 + Penalty 3395.115514 = -4039260.914892
  nChanged 9
		SP:Iteration 56Q (10683.910000 sec): 3 clusters
  Score: Raw -4042658.749999 + Penalty 3395.115514 = -4039263.634484
  nChanged 9
		SP:Iteration 57Q (10683.980000 sec): 3 clusters
  Score: Raw -4042659.876878 + Penalty 3395.115514 = -4039264.761364
  nChanged 2
		SP:Iteration 58Q (10684.060000 sec): 3 clusters
  Score: Raw -4042660.545702 + Penalty 3395.115514 = -4039265.430187
  nChanged 2
		SP:Iteration 59Q (10684.130000 sec): 3 clusters
  Score: Raw -4042660.886942 + Penalty 3395.115514 = -4039265.771428
  nChanged 3
		SP:Iteration 60F (10684.220000 sec): 3 clusters
  Score: Raw -4042684.800286 + Penalty 3395.115514 = -4039289.684771
  nChanged 12
		SP:Iteration 61Q (10684.300000 sec): 3 clusters
  Score: Raw -4042689.242042 + Penalty 3395.115514 = -4039294.126528
  nChanged 10
		SP:Iteration 62Q (10684.370000 sec): 3 clusters
  Score: Raw -4042690.320013 + Penalty 3395.115514 = -4039295.204499
  nChanged 5
		SP:Iteration 63Q (10684.450000 sec): 3 clusters
  Score: Raw -4042691.038164 + Penalty 3395.115514 = -4039295.922650
  nChanged 0
		SP:Iteration 64F (10684.540000 sec): 3 clusters
  Score: Raw -4042691.038164 + Penalty 3395.115514 = -4039295.922650
  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 13.94 GB.

 Trying to split cluster 11 (34338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10684.680000 sec): 2 clusters
  Score: Raw -4001230.309893 + Penalty 1697.151282 = -3999533.158610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10684.770000 sec): 3 clusters
  Score: Raw -3979954.458347 + Penalty 3394.302565 = -3976560.155782
  nChanged 15871
		SP:Iteration 1F (10684.870000 sec): 3 clusters
  Score: Raw -3990208.015350 + Penalty 3394.302565 = -3986813.712785
  nChanged 2739
		SP:Iteration 2F (10684.960000 sec): 3 clusters
  Score: Raw -3992222.996734 + Penalty 3394.302565 = -3988828.694169
  nChanged 2993
		SP:Iteration 3F (10685.060000 sec): 3 clusters
  Score: Raw -3994674.327424 + Penalty 3394.302565 = -3991280.024859
  nChanged 2818
		SP:Iteration 4F (10685.150000 sec): 3 clusters
  Score: Raw -3996886.152095 + Penalty 3394.302565 = -3993491.849531
  nChanged 2212
		SP:Iteration 5F (10685.240000 sec): 3 clusters
  Score: Raw -3998502.900984 + Penalty 3394.302565 = -3995108.598419
  nChanged 1680
		SP:Iteration 6Q (10685.340000 sec): 3 clusters
  Score: Raw -3999757.578944 + Penalty 3394.302565 = -3996363.276379
  nChanged 1366
		SP:Iteration 7Q (10685.440000 sec): 3 clusters
  Score: Raw -4000854.584549 + Penalty 3394.302565 = -3997460.281984
  nChanged 1141
		SP:Iteration 8Q (10685.530000 sec): 3 clusters
  Score: Raw -4001863.426736 + Penalty 3394.302565 = -3998469.124172
  nChanged 922
		SP:Iteration 9Q (10685.620000 sec): 3 clusters
  Score: Raw -4002647.464320 + Penalty 3394.302565 = -3999253.161756
  nChanged 693
		SP:Iteration 10Q (10685.700000 sec): 3 clusters
  Score: Raw -4003083.020048 + Penalty 3394.302565 = -3999688.717483
  nChanged 494
		SP:Iteration 11Q (10685.780000 sec): 3 clusters
  Score: Raw -4003376.058860 + Penalty 3394.302565 = -3999981.756295
  nChanged 332
		SP:Iteration 12Q (10685.870000 sec): 3 clusters
  Score: Raw -4003551.888016 + Penalty 3394.302565 = -4000157.585451
  nChanged 280
		SP:Iteration 13Q (10685.950000 sec): 3 clusters
  Score: Raw -4003671.754785 + Penalty 3394.302565 = -4000277.452220
  nChanged 213
		SP:Iteration 14Q (10686.030000 sec): 3 clusters
  Score: Raw -4003730.876307 + Penalty 3394.302565 = -4000336.573742
  nChanged 143
		SP:Iteration 15Q (10686.110000 sec): 3 clusters
  Score: Raw -4003761.660894 + Penalty 3394.302565 = -4000367.358329
  nChanged 114
		SP:Iteration 16Q (10686.200000 sec): 3 clusters
  Score: Raw -4003782.272711 + Penalty 3394.302565 = -4000387.970146
  nChanged 78
		SP:Iteration 17Q (10686.270000 sec): 3 clusters
  Score: Raw -4003796.222971 + Penalty 3394.302565 = -4000401.920406
  nChanged 77
		SP:Iteration 18Q (10686.350000 sec): 3 clusters
  Score: Raw -4003808.910020 + Penalty 3394.302565 = -4000414.607455
  nChanged 62
		SP:Iteration 19Q (10686.430000 sec): 3 clusters
  Score: Raw -4003818.330724 + Penalty 3394.302565 = -4000424.028159
  nChanged 55
		SP:Iteration 20F (10686.520000 sec): 3 clusters
  Score: Raw -4003826.220176 + Penalty 3394.302565 = -4000431.917611
  nChanged 50
		SP:Iteration 21Q (10686.600000 sec): 3 clusters
  Score: Raw -4003831.469639 + Penalty 3394.302565 = -4000437.167074
  nChanged 40
		SP:Iteration 22Q (10686.680000 sec): 3 clusters
  Score: Raw -4003834.471036 + Penalty 3394.302565 = -4000440.168471
  nChanged 26
		SP:Iteration 23Q (10686.760000 sec): 3 clusters
  Score: Raw -4003835.978404 + Penalty 3394.302565 = -4000441.675839
  nChanged 14
		SP:Iteration 24Q (10686.830000 sec): 3 clusters
  Score: Raw -4003837.179418 + Penalty 3394.302565 = -4000442.876853
  nChanged 14
		SP:Iteration 25Q (10686.910000 sec): 3 clusters
  Score: Raw -4003838.016223 + Penalty 3394.302565 = -4000443.713658
  nChanged 9
		SP:Iteration 26Q (10686.990000 sec): 3 clusters
  Score: Raw -4003838.593062 + Penalty 3394.302565 = -4000444.290498
  nChanged 9
		SP:Iteration 27Q (10687.060000 sec): 3 clusters
  Score: Raw -4003839.164031 + Penalty 3394.302565 = -4000444.861466
  nChanged 5
		SP:Iteration 28Q (10687.140000 sec): 3 clusters
  Score: Raw -4003839.316239 + Penalty 3394.302565 = -4000445.013675
  nChanged 2
		SP:Iteration 29Q (10687.220000 sec): 3 clusters
  Score: Raw -4003839.366673 + Penalty 3394.302565 = -4000445.064108
  nChanged 2
		SP:Iteration 30Q (10687.300000 sec): 3 clusters
  Score: Raw -4003839.450006 + Penalty 3394.302565 = -4000445.147441
  nChanged 0
		SP:Iteration 31F (10687.390000 sec): 3 clusters
  Score: Raw -4003839.450006 + Penalty 3394.302565 = -4000445.147441
  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 13.94 GB.

 Trying to split cluster 12 (38862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10687.510000 sec): 2 clusters
  Score: Raw -4534554.432499 + Penalty 1717.262981 = -4532837.169518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10687.620000 sec): 3 clusters
  Score: Raw -4510291.436876 + Penalty 3434.525961 = -4506856.910914
  nChanged 17972
		SP:Iteration 1F (10687.720000 sec): 3 clusters
  Score: Raw -4520842.637277 + Penalty 3434.525961 = -4517408.111316
  nChanged 1892
		SP:Iteration 2Q (10687.820000 sec): 3 clusters
  Score: Raw -4521607.657821 + Penalty 3434.525961 = -4518173.131860
  nChanged 2059
		SP:Iteration 3F (10687.930000 sec): 3 clusters
  Score: Raw -4522640.082849 + Penalty 3434.525961 = -4519205.556887
  nChanged 2550
		SP:Iteration 4F (10688.040000 sec): 3 clusters
  Score: Raw -4524257.122594 + Penalty 3434.525961 = -4520822.596633
  nChanged 2936
		SP:Iteration 5F (10688.140000 sec): 3 clusters
  Score: Raw -4526526.973287 + Penalty 3434.525961 = -4523092.447325
  nChanged 3036
		SP:Iteration 6F (10688.240000 sec): 3 clusters
  Score: Raw -4529047.928060 + Penalty 3434.525961 = -4525613.402099
  nChanged 2552
		SP:Iteration 7F (10688.340000 sec): 3 clusters
  Score: Raw -4531064.864183 + Penalty 3434.525961 = -4527630.338222
  nChanged 1810
		SP:Iteration 8Q (10688.450000 sec): 3 clusters
  Score: Raw -4532336.875658 + Penalty 3434.525961 = -4528902.349697
  nChanged 1258
		SP:Iteration 9Q (10688.550000 sec): 3 clusters
  Score: Raw -4533197.224145 + Penalty 3434.525961 = -4529762.698183
  nChanged 884
		SP:Iteration 10Q (10688.650000 sec): 3 clusters
  Score: Raw -4533796.610900 + Penalty 3434.525961 = -4530362.084938
  nChanged 628
		SP:Iteration 11Q (10688.750000 sec): 3 clusters
  Score: Raw -4534222.094984 + Penalty 3434.525961 = -4530787.569022
  nChanged 437
		SP:Iteration 12Q (10688.850000 sec): 3 clusters
  Score: Raw -4534514.207067 + Penalty 3434.525961 = -4531079.681106
  nChanged 286
		SP:Iteration 13Q (10688.950000 sec): 3 clusters
  Score: Raw -4534689.373291 + Penalty 3434.525961 = -4531254.847330
  nChanged 207
		SP:Iteration 14Q (10689.040000 sec): 3 clusters
  Score: Raw -4534841.619792 + Penalty 3434.525961 = -4531407.093831
  nChanged 158
		SP:Iteration 15Q (10689.140000 sec): 3 clusters
  Score: Raw -4534946.244497 + Penalty 3434.525961 = -4531511.718535
  nChanged 108
		SP:Iteration 16Q (10689.220000 sec): 3 clusters
  Score: Raw -4535002.299583 + Penalty 3434.525961 = -4531567.773622
  nChanged 81
		SP:Iteration 17Q (10689.310000 sec): 3 clusters
  Score: Raw -4535033.025257 + Penalty 3434.525961 = -4531598.499296
  nChanged 56
		SP:Iteration 18Q (10689.400000 sec): 3 clusters
  Score: Raw -4535053.657775 + Penalty 3434.525961 = -4531619.131814
  nChanged 43
		SP:Iteration 19Q (10689.490000 sec): 3 clusters
  Score: Raw -4535069.365935 + Penalty 3434.525961 = -4531634.839974
  nChanged 39
		SP:Iteration 20F (10689.590000 sec): 3 clusters
  Score: Raw -4535080.318727 + Penalty 3434.525961 = -4531645.792766
  nChanged 22
		SP:Iteration 21Q (10689.680000 sec): 3 clusters
  Score: Raw -4535086.835610 + Penalty 3434.525961 = -4531652.309648
  nChanged 26
		SP:Iteration 22Q (10689.770000 sec): 3 clusters
  Score: Raw -4535095.707615 + Penalty 3434.525961 = -4531661.181654
  nChanged 19
		SP:Iteration 23Q (10689.860000 sec): 3 clusters
  Score: Raw -4535101.148787 + Penalty 3434.525961 = -4531666.622825
  nChanged 17
		SP:Iteration 24Q (10689.940000 sec): 3 clusters
  Score: Raw -4535106.008900 + Penalty 3434.525961 = -4531671.482939
  nChanged 15
		SP:Iteration 25Q (10690.030000 sec): 3 clusters
  Score: Raw -4535109.743103 + Penalty 3434.525961 = -4531675.217142
  nChanged 9
		SP:Iteration 26Q (10690.120000 sec): 3 clusters
  Score: Raw -4535112.562429 + Penalty 3434.525961 = -4531678.036468
  nChanged 6
		SP:Iteration 27Q (10690.200000 sec): 3 clusters
  Score: Raw -4535114.398247 + Penalty 3434.525961 = -4531679.872285
  nChanged 4
		SP:Iteration 28Q (10690.290000 sec): 3 clusters
  Score: Raw -4535114.910330 + Penalty 3434.525961 = -4531680.384369
  nChanged 2
		SP:Iteration 29Q (10690.380000 sec): 3 clusters
  Score: Raw -4535115.526853 + Penalty 3434.525961 = -4531681.000891
  nChanged 2
		SP:Iteration 30Q (10690.460000 sec): 3 clusters
  Score: Raw -4535116.138430 + Penalty 3434.525961 = -4531681.612469
  nChanged 2
		SP:Iteration 31Q (10690.550000 sec): 3 clusters
  Score: Raw -4535116.792610 + Penalty 3434.525961 = -4531682.266648
  nChanged 3
		SP:Iteration 32Q (10690.630000 sec): 3 clusters
  Score: Raw -4535117.479004 + Penalty 3434.525961 = -4531682.953042
  nChanged 2
		SP:Iteration 33Q (10690.720000 sec): 3 clusters
  Score: Raw -4535117.630949 + Penalty 3434.525961 = -4531683.104988
  nChanged 0
		SP:Iteration 34F (10690.820000 sec): 3 clusters
  Score: Raw -4535117.630949 + Penalty 3434.525961 = -4531683.104988
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (140963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10691.270000 sec): 2 clusters
  Score: Raw -16437251.144971 + Penalty 1926.641068 = -16435324.503904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10691.660000 sec): 3 clusters
  Score: Raw -16344399.975179 + Penalty 3853.282135 = -16340546.693044
  nChanged 68150
		SP:Iteration 1F (10692.030000 sec): 3 clusters
  Score: Raw -16384729.597925 + Penalty 3853.282135 = -16380876.315790
  nChanged 5293
		SP:Iteration 2Q (10692.420000 sec): 3 clusters
  Score: Raw -16386394.573410 + Penalty 3853.282135 = -16382541.291275
  nChanged 6563
		SP:Iteration 3Q (10692.810000 sec): 3 clusters
  Score: Raw -16389145.466050 + Penalty 3853.282135 = -16385292.183915
  nChanged 8619
		SP:Iteration 4F (10693.190000 sec): 3 clusters
  Score: Raw -16394112.857048 + Penalty 3853.282135 = -16390259.574913
  nChanged 11182
		SP:Iteration 5F (10693.570000 sec): 3 clusters
  Score: Raw -16402417.787383 + Penalty 3853.282135 = -16398564.505248
  nChanged 12116
		SP:Iteration 6F (10693.950000 sec): 3 clusters
  Score: Raw -16412862.945546 + Penalty 3853.282135 = -16409009.663411
  nChanged 10788
		SP:Iteration 7F (10694.320000 sec): 3 clusters
  Score: Raw -16422784.855888 + Penalty 3853.282135 = -16418931.573753
  nChanged 7610
		SP:Iteration 8F (10694.700000 sec): 3 clusters
  Score: Raw -16429840.719507 + Penalty 3853.282135 = -16425987.437372
  nChanged 4526
		SP:Iteration 9Q (10695.070000 sec): 3 clusters
  Score: Raw -16433993.009073 + Penalty 3853.282135 = -16430139.726938
  nChanged 2301
		SP:Iteration 10Q (10695.410000 sec): 3 clusters
  Score: Raw -16436057.300273 + Penalty 3853.282135 = -16432204.018138
  nChanged 1081
		SP:Iteration 11Q (10695.730000 sec): 3 clusters
  Score: Raw -16436997.050604 + Penalty 3853.282135 = -16433143.768469
  nChanged 544
		SP:Iteration 12Q (10696.020000 sec): 3 clusters
  Score: Raw -16437449.903390 + Penalty 3853.282135 = -16433596.621254
  nChanged 299
		SP:Iteration 13Q (10696.300000 sec): 3 clusters
  Score: Raw -16437687.373500 + Penalty 3853.282135 = -16433834.091365
  nChanged 194
		SP:Iteration 14Q (10696.570000 sec): 3 clusters
  Score: Raw -16437834.341625 + Penalty 3853.282135 = -16433981.059490
  nChanged 147
		SP:Iteration 15Q (10696.840000 sec): 3 clusters
  Score: Raw -16437946.170293 + Penalty 3853.282135 = -16434092.888157
  nChanged 105
		SP:Iteration 16Q (10697.110000 sec): 3 clusters
  Score: Raw -16438015.514885 + Penalty 3853.282135 = -16434162.232750
  nChanged 80
		SP:Iteration 17Q (10697.380000 sec): 3 clusters
  Score: Raw -16438062.157977 + Penalty 3853.282135 = -16434208.875841
  nChanged 59
		SP:Iteration 18Q (10697.640000 sec): 3 clusters
  Score: Raw -16438095.562661 + Penalty 3853.282135 = -16434242.280525
  nChanged 60
		SP:Iteration 19Q (10697.910000 sec): 3 clusters
  Score: Raw -16438131.827240 + Penalty 3853.282135 = -16434278.545105
  nChanged 52
		SP:Iteration 20F (10698.280000 sec): 3 clusters
  Score: Raw -16438158.211821 + Penalty 3853.282135 = -16434304.929685
  nChanged 48
		SP:Iteration 21Q (10698.550000 sec): 3 clusters
  Score: Raw -16438179.239844 + Penalty 3853.282135 = -16434325.957709
  nChanged 40
		SP:Iteration 22Q (10698.810000 sec): 3 clusters
  Score: Raw -16438193.703895 + Penalty 3853.282135 = -16434340.421760
  nChanged 31
		SP:Iteration 23Q (10699.070000 sec): 3 clusters
  Score: Raw -16438203.776063 + Penalty 3853.282135 = -16434350.493927
  nChanged 26
		SP:Iteration 24Q (10699.330000 sec): 3 clusters
  Score: Raw -16438210.635644 + Penalty 3853.282135 = -16434357.353509
  nChanged 15
		SP:Iteration 25Q (10699.600000 sec): 3 clusters
  Score: Raw -16438215.408059 + Penalty 3853.282135 = -16434362.125924
  nChanged 17
		SP:Iteration 26Q (10699.860000 sec): 3 clusters
  Score: Raw -16438221.020552 + Penalty 3853.282135 = -16434367.738417
  nChanged 23
		SP:Iteration 27Q (10700.120000 sec): 3 clusters
  Score: Raw -16438229.458755 + Penalty 3853.282135 = -16434376.176620
  nChanged 21
		SP:Iteration 28Q (10700.380000 sec): 3 clusters
  Score: Raw -16438237.059661 + Penalty 3853.282135 = -16434383.777525
  nChanged 16
		SP:Iteration 29Q (10700.640000 sec): 3 clusters
  Score: Raw -16438242.286820 + Penalty 3853.282135 = -16434389.004685
  nChanged 15
		SP:Iteration 30Q (10700.900000 sec): 3 clusters
  Score: Raw -16438247.097886 + Penalty 3853.282135 = -16434393.815751
  nChanged 12
		SP:Iteration 31Q (10701.170000 sec): 3 clusters
  Score: Raw -16438250.500882 + Penalty 3853.282135 = -16434397.218747
  nChanged 12
		SP:Iteration 32Q (10701.430000 sec): 3 clusters
  Score: Raw -16438254.009885 + Penalty 3853.282135 = -16434400.727750
  nChanged 9
		SP:Iteration 33Q (10701.690000 sec): 3 clusters
  Score: Raw -16438256.667070 + Penalty 3853.282135 = -16434403.384935
  nChanged 7
		SP:Iteration 34Q (10701.960000 sec): 3 clusters
  Score: Raw -16438258.328174 + Penalty 3853.282135 = -16434405.046039
  nChanged 5
		SP:Iteration 35Q (10702.220000 sec): 3 clusters
  Score: Raw -16438259.597307 + Penalty 3853.282135 = -16434406.315172
  nChanged 4
		SP:Iteration 36Q (10702.480000 sec): 3 clusters
  Score: Raw -16438260.712005 + Penalty 3853.282135 = -16434407.429870
  nChanged 5
		SP:Iteration 37Q (10702.740000 sec): 3 clusters
  Score: Raw -16438261.717611 + Penalty 3853.282135 = -16434408.435476
  nChanged 6
		SP:Iteration 38Q (10703.000000 sec): 3 clusters
  Score: Raw -16438263.659583 + Penalty 3853.282135 = -16434410.377448
  nChanged 5
		SP:Iteration 39Q (10703.270000 sec): 3 clusters
  Score: Raw -16438265.036045 + Penalty 3853.282135 = -16434411.753909
  nChanged 4
		SP:Iteration 40F (10703.640000 sec): 3 clusters
  Score: Raw -16438265.736261 + Penalty 3853.282135 = -16434412.454125
  nChanged 1
		SP:Iteration 41Q (10703.900000 sec): 3 clusters
  Score: Raw -16438265.857338 + Penalty 3853.282135 = -16434412.575203
  nChanged 0
		SP:Iteration 42F (10704.270000 sec): 3 clusters
  Score: Raw -16438265.857338 + Penalty 3853.282135 = -16434412.575203
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (5871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10704.360000 sec): 2 clusters
  Score: Raw -563304.678118 + Penalty 1410.139292 = -561894.538826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10704.380000 sec): 3 clusters
  Score: Raw -560402.065449 + Penalty 2820.278583 = -557581.786866
  nChanged 2413
		SP:Iteration 1F (10704.390000 sec): 3 clusters
  Score: Raw -565648.277245 + Penalty 2820.278583 = -562827.998662
  nChanged 1303
		SP:Iteration 2F (10704.400000 sec): 3 clusters
  Score: Raw -571896.449545 + Penalty 2820.278583 = -569076.170962
  nChanged 811
		SP:Iteration 3F (10704.420000 sec): 3 clusters
  Score: Raw -573857.705320 + Penalty 2820.278583 = -571037.426737
  nChanged 278
		SP:Iteration 4Q (10704.430000 sec): 3 clusters
  Score: Raw -574729.539250 + Penalty 2820.278583 = -571909.260667
  nChanged 130
		SP:Iteration 5Q (10704.440000 sec): 3 clusters
  Score: Raw -575114.146413 + Penalty 2820.278583 = -572293.867830
  nChanged 97
		SP:Iteration 6Q (10704.450000 sec): 3 clusters
  Score: Raw -575435.915095 + Penalty 2820.278583 = -572615.636512
  nChanged 74
		SP:Iteration 7Q (10704.460000 sec): 3 clusters
  Score: Raw -575596.814755 + Penalty 2820.278583 = -572776.536171
  nChanged 55
		SP:Iteration 8Q (10704.470000 sec): 3 clusters
  Score: Raw -575713.967394 + Penalty 2820.278583 = -572893.688811
  nChanged 49
		SP:Iteration 9Q (10704.480000 sec): 3 clusters
  Score: Raw -575822.862798 + Penalty 2820.278583 = -573002.584215
  nChanged 39
		SP:Iteration 10Q (10704.490000 sec): 3 clusters
  Score: Raw -575900.691242 + Penalty 2820.278583 = -573080.412659
  nChanged 38
		SP:Iteration 11Q (10704.500000 sec): 3 clusters
  Score: Raw -575978.213163 + Penalty 2820.278583 = -573157.934580
  nChanged 38
		SP:Iteration 12Q (10704.510000 sec): 3 clusters
  Score: Raw -576073.618632 + Penalty 2820.278583 = -573253.340049
  nChanged 31
		SP:Iteration 13Q (10704.520000 sec): 3 clusters
  Score: Raw -576232.896196 + Penalty 2820.278583 = -573412.617613
  nChanged 28
		SP:Iteration 14Q (10704.530000 sec): 3 clusters
  Score: Raw -576484.254314 + Penalty 2820.278583 = -573663.975731
  nChanged 16
		SP:Iteration 15Q (10704.540000 sec): 3 clusters
  Score: Raw -576720.719120 + Penalty 2820.278583 = -573900.440537
  nChanged 14
		SP:Iteration 16Q (10704.550000 sec): 3 clusters
  Score: Raw -576823.025955 + Penalty 2820.278583 = -574002.747372
  nChanged 11
		SP:Iteration 17Q (10704.560000 sec): 3 clusters
  Score: Raw -576862.563283 + Penalty 2820.278583 = -574042.284700
  nChanged 8
		SP:Iteration 18Q (10704.570000 sec): 3 clusters
  Score: Raw -576886.153524 + Penalty 2820.278583 = -574065.874941
  nChanged 5
		SP:Iteration 19Q (10704.580000 sec): 3 clusters
  Score: Raw -576908.811115 + Penalty 2820.278583 = -574088.532532
  nChanged 7
		SP:Iteration 20F (10704.600000 sec): 3 clusters
  Score: Raw -576950.268526 + Penalty 2820.278583 = -574129.989942
  nChanged 17
		SP:Iteration 21Q (10704.600000 sec): 3 clusters
  Score: Raw -577000.648257 + Penalty 2820.278583 = -574180.369674
  nChanged 12
		SP:Iteration 22Q (10704.620000 sec): 3 clusters
  Score: Raw -577024.649270 + Penalty 2820.278583 = -574204.370686
  nChanged 7
		SP:Iteration 23Q (10704.620000 sec): 3 clusters
  Score: Raw -577039.411823 + Penalty 2820.278583 = -574219.133239
  nChanged 10
		SP:Iteration 24Q (10704.640000 sec): 3 clusters
  Score: Raw -577065.872822 + Penalty 2820.278583 = -574245.594239
  nChanged 8
		SP:Iteration 25Q (10704.640000 sec): 3 clusters
  Score: Raw -577080.230577 + Penalty 2820.278583 = -574259.951994
  nChanged 3
		SP:Iteration 26Q (10704.660000 sec): 3 clusters
  Score: Raw -577084.554662 + Penalty 2820.278583 = -574264.276079
  nChanged 4
		SP:Iteration 27Q (10704.660000 sec): 3 clusters
  Score: Raw -577088.794738 + Penalty 2820.278583 = -574268.516155
  nChanged 2
		SP:Iteration 28Q (10704.670000 sec): 3 clusters
  Score: Raw -577093.592897 + Penalty 2820.278583 = -574273.314313
  nChanged 3
		SP:Iteration 29Q (10704.680000 sec): 3 clusters
  Score: Raw -577099.246185 + Penalty 2820.278583 = -574278.967602
  nChanged 1
		SP:Iteration 30Q (10704.690000 sec): 3 clusters
  Score: Raw -577100.965722 + Penalty 2820.278583 = -574280.687139
  nChanged 1
		SP:Iteration 31Q (10704.700000 sec): 3 clusters
  Score: Raw -577102.859584 + Penalty 2820.278583 = -574282.581001
  nChanged 0
		SP:Iteration 32F (10704.720000 sec): 3 clusters
  Score: Raw -577102.859584 + Penalty 2820.278583 = -574282.581001
  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 13.94 GB.

 Trying to split cluster 15 (22746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10704.800000 sec): 2 clusters
  Score: Raw -2563516.157293 + Penalty 1630.223495 = -2561885.933798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10704.860000 sec): 3 clusters
  Score: Raw -2549706.455513 + Penalty 3260.446990 = -2546446.008523
  nChanged 10376
		SP:Iteration 1F (10704.920000 sec): 3 clusters
  Score: Raw -2555418.770970 + Penalty 3260.446990 = -2552158.323980
  nChanged 1123
		SP:Iteration 2Q (10704.980000 sec): 3 clusters
  Score: Raw -2555836.787935 + Penalty 3260.446990 = -2552576.340945
  nChanged 1164
		SP:Iteration 3F (10705.040000 sec): 3 clusters
  Score: Raw -2556349.428447 + Penalty 3260.446990 = -2553088.981457
  nChanged 1273
		SP:Iteration 4F (10705.100000 sec): 3 clusters
  Score: Raw -2557015.415914 + Penalty 3260.446990 = -2553754.968924
  nChanged 1473
		SP:Iteration 5F (10705.160000 sec): 3 clusters
  Score: Raw -2557963.436312 + Penalty 3260.446990 = -2554702.989322
  nChanged 1683
		SP:Iteration 6F (10705.220000 sec): 3 clusters
  Score: Raw -2559242.278928 + Penalty 3260.446990 = -2555981.831938
  nChanged 1770
		SP:Iteration 7F (10705.280000 sec): 3 clusters
  Score: Raw -2560755.400315 + Penalty 3260.446990 = -2557494.953324
  nChanged 1629
		SP:Iteration 8F (10705.340000 sec): 3 clusters
  Score: Raw -2562210.895304 + Penalty 3260.446990 = -2558950.448314
  nChanged 1340
		SP:Iteration 9F (10705.400000 sec): 3 clusters
  Score: Raw -2563384.051984 + Penalty 3260.446990 = -2560123.604994
  nChanged 889
		SP:Iteration 10Q (10705.460000 sec): 3 clusters
  Score: Raw -2564157.841609 + Penalty 3260.446990 = -2560897.394619
  nChanged 593
		SP:Iteration 11Q (10705.520000 sec): 3 clusters
  Score: Raw -2564579.973183 + Penalty 3260.446990 = -2561319.526193
  nChanged 391
		SP:Iteration 12Q (10705.580000 sec): 3 clusters
  Score: Raw -2564820.990774 + Penalty 3260.446990 = -2561560.543784
  nChanged 257
		SP:Iteration 13Q (10705.640000 sec): 3 clusters
  Score: Raw -2564960.720136 + Penalty 3260.446990 = -2561700.273146
  nChanged 176
		SP:Iteration 14Q (10705.700000 sec): 3 clusters
  Score: Raw -2565045.006142 + Penalty 3260.446990 = -2561784.559152
  nChanged 116
		SP:Iteration 15Q (10705.760000 sec): 3 clusters
  Score: Raw -2565094.858416 + Penalty 3260.446990 = -2561834.411426
  nChanged 80
		SP:Iteration 16Q (10705.820000 sec): 3 clusters
  Score: Raw -2565124.925918 + Penalty 3260.446990 = -2561864.478928
  nChanged 56
		SP:Iteration 17Q (10705.880000 sec): 3 clusters
  Score: Raw -2565147.632384 + Penalty 3260.446990 = -2561887.185394
  nChanged 50
		SP:Iteration 18Q (10705.930000 sec): 3 clusters
  Score: Raw -2565167.733250 + Penalty 3260.446990 = -2561907.286259
  nChanged 42
		SP:Iteration 19Q (10705.990000 sec): 3 clusters
  Score: Raw -2565184.150672 + Penalty 3260.446990 = -2561923.703682
  nChanged 27
		SP:Iteration 20F (10706.050000 sec): 3 clusters
  Score: Raw -2565196.468252 + Penalty 3260.446990 = -2561936.021262
  nChanged 28
		SP:Iteration 21Q (10706.110000 sec): 3 clusters
  Score: Raw -2565209.763646 + Penalty 3260.446990 = -2561949.316656
  nChanged 22
		SP:Iteration 22Q (10706.160000 sec): 3 clusters
  Score: Raw -2565221.774912 + Penalty 3260.446990 = -2561961.327922
  nChanged 25
		SP:Iteration 23Q (10706.220000 sec): 3 clusters
  Score: Raw -2565235.807681 + Penalty 3260.446990 = -2561975.360691
  nChanged 22
		SP:Iteration 24Q (10706.270000 sec): 3 clusters
  Score: Raw -2565246.587645 + Penalty 3260.446990 = -2561986.140654
  nChanged 23
		SP:Iteration 25Q (10706.330000 sec): 3 clusters
  Score: Raw -2565258.014806 + Penalty 3260.446990 = -2561997.567816
  nChanged 23
		SP:Iteration 26Q (10706.380000 sec): 3 clusters
  Score: Raw -2565272.488697 + Penalty 3260.446990 = -2562012.041707
  nChanged 25
		SP:Iteration 27Q (10706.440000 sec): 3 clusters
  Score: Raw -2565284.032696 + Penalty 3260.446990 = -2562023.585706
  nChanged 17
		SP:Iteration 28Q (10706.490000 sec): 3 clusters
  Score: Raw -2565289.364249 + Penalty 3260.446990 = -2562028.917259
  nChanged 13
		SP:Iteration 29Q (10706.550000 sec): 3 clusters
  Score: Raw -2565295.048859 + Penalty 3260.446990 = -2562034.601869
  nChanged 14
		SP:Iteration 30Q (10706.610000 sec): 3 clusters
  Score: Raw -2565300.673845 + Penalty 3260.446990 = -2562040.226855
  nChanged 6
		SP:Iteration 31Q (10706.660000 sec): 3 clusters
  Score: Raw -2565303.366771 + Penalty 3260.446990 = -2562042.919781
  nChanged 8
		SP:Iteration 32Q (10706.710000 sec): 3 clusters
  Score: Raw -2565306.658914 + Penalty 3260.446990 = -2562046.211924
  nChanged 11
		SP:Iteration 33Q (10706.770000 sec): 3 clusters
  Score: Raw -2565310.483690 + Penalty 3260.446990 = -2562050.036700
  nChanged 7
		SP:Iteration 34Q (10706.820000 sec): 3 clusters
  Score: Raw -2565313.046898 + Penalty 3260.446990 = -2562052.599908
  nChanged 4
		SP:Iteration 35Q (10706.870000 sec): 3 clusters
  Score: Raw -2565314.545687 + Penalty 3260.446990 = -2562054.098697
  nChanged 2
		SP:Iteration 36Q (10706.930000 sec): 3 clusters
  Score: Raw -2565314.984716 + Penalty 3260.446990 = -2562054.537726
  nChanged 4
		SP:Iteration 37Q (10706.980000 sec): 3 clusters
  Score: Raw -2565316.221562 + Penalty 3260.446990 = -2562055.774572
  nChanged 1
		SP:Iteration 38Q (10707.030000 sec): 3 clusters
  Score: Raw -2565316.818639 + Penalty 3260.446990 = -2562056.371649
  nChanged 2
		SP:Iteration 39Q (10707.090000 sec): 3 clusters
  Score: Raw -2565317.644081 + Penalty 3260.446990 = -2562057.197091
  nChanged 2
		SP:Iteration 40F (10707.150000 sec): 3 clusters
  Score: Raw -2565318.089732 + Penalty 3260.446990 = -2562057.642742
  nChanged 2
		SP:Iteration 41Q (10707.200000 sec): 3 clusters
  Score: Raw -2565318.924185 + Penalty 3260.446990 = -2562058.477195
  nChanged 2
		SP:Iteration 42Q (10707.260000 sec): 3 clusters
  Score: Raw -2565319.549953 + Penalty 3260.446990 = -2562059.102963
  nChanged 0
		SP:Iteration 43F (10707.320000 sec): 3 clusters
  Score: Raw -2565319.549953 + Penalty 3260.446990 = -2562059.102963
  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 13.94 GB.

 Trying to split cluster 16 (43805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10707.460000 sec): 2 clusters
  Score: Raw -4682434.822154 + Penalty 1736.719277 = -4680698.102877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10707.570000 sec): 3 clusters
  Score: Raw -4654766.603159 + Penalty 3473.438555 = -4651293.164604
  nChanged 20661
		SP:Iteration 1F (10707.690000 sec): 3 clusters
  Score: Raw -4667725.251268 + Penalty 3473.438555 = -4664251.812713
  nChanged 3025
		SP:Iteration 2F (10707.810000 sec): 3 clusters
  Score: Raw -4669623.128032 + Penalty 3473.438555 = -4666149.689477
  nChanged 3152
		SP:Iteration 3F (10707.930000 sec): 3 clusters
  Score: Raw -4671925.537149 + Penalty 3473.438555 = -4668452.098594
  nChanged 3255
		SP:Iteration 4F (10708.050000 sec): 3 clusters
  Score: Raw -4674529.845788 + Penalty 3473.438555 = -4671056.407233
  nChanged 3205
		SP:Iteration 5F (10708.170000 sec): 3 clusters
  Score: Raw -4677115.635466 + Penalty 3473.438555 = -4673642.196911
  nChanged 2833
		SP:Iteration 6F (10708.280000 sec): 3 clusters
  Score: Raw -4679024.675684 + Penalty 3473.438555 = -4675551.237130
  nChanged 2293
		SP:Iteration 7F (10708.400000 sec): 3 clusters
  Score: Raw -4680266.215585 + Penalty 3473.438555 = -4676792.777031
  nChanged 1783
		SP:Iteration 8Q (10708.520000 sec): 3 clusters
  Score: Raw -4681111.629592 + Penalty 3473.438555 = -4677638.191038
  nChanged 1440
		SP:Iteration 9Q (10708.630000 sec): 3 clusters
  Score: Raw -4681754.949049 + Penalty 3473.438555 = -4678281.510494
  nChanged 1175
		SP:Iteration 10Q (10708.750000 sec): 3 clusters
  Score: Raw -4682259.354477 + Penalty 3473.438555 = -4678785.915922
  nChanged 1014
		SP:Iteration 11Q (10708.870000 sec): 3 clusters
  Score: Raw -4682671.256330 + Penalty 3473.438555 = -4679197.817775
  nChanged 882
		SP:Iteration 12Q (10708.980000 sec): 3 clusters
  Score: Raw -4683000.690332 + Penalty 3473.438555 = -4679527.251777
  nChanged 758
		SP:Iteration 13Q (10709.090000 sec): 3 clusters
  Score: Raw -4683239.314076 + Penalty 3473.438555 = -4679765.875521
  nChanged 691
		SP:Iteration 14Q (10709.210000 sec): 3 clusters
  Score: Raw -4683440.122431 + Penalty 3473.438555 = -4679966.683876
  nChanged 636
		SP:Iteration 15Q (10709.330000 sec): 3 clusters
  Score: Raw -4683620.667923 + Penalty 3473.438555 = -4680147.229369
  nChanged 639
		SP:Iteration 16Q (10709.440000 sec): 3 clusters
  Score: Raw -4683813.087654 + Penalty 3473.438555 = -4680339.649100
  nChanged 650
		SP:Iteration 17Q (10709.550000 sec): 3 clusters
  Score: Raw -4684007.128548 + Penalty 3473.438555 = -4680533.689993
  nChanged 641
		SP:Iteration 18Q (10709.670000 sec): 3 clusters
  Score: Raw -4684208.473182 + Penalty 3473.438555 = -4680735.034627
  nChanged 631
		SP:Iteration 19Q (10709.770000 sec): 3 clusters
  Score: Raw -4684414.697732 + Penalty 3473.438555 = -4680941.259178
  nChanged 639
		SP:Iteration 20F (10709.890000 sec): 3 clusters
  Score: Raw -4684647.528829 + Penalty 3473.438555 = -4681174.090274
  nChanged 620
		SP:Iteration 21Q (10710.010000 sec): 3 clusters
  Score: Raw -4684867.158509 + Penalty 3473.438555 = -4681393.719954
  nChanged 629
		SP:Iteration 22Q (10710.120000 sec): 3 clusters
  Score: Raw -4685081.079760 + Penalty 3473.438555 = -4681607.641206
  nChanged 566
		SP:Iteration 23Q (10710.230000 sec): 3 clusters
  Score: Raw -4685267.862613 + Penalty 3473.438555 = -4681794.424059
  nChanged 517
		SP:Iteration 24Q (10710.340000 sec): 3 clusters
  Score: Raw -4685453.417351 + Penalty 3473.438555 = -4681979.978796
  nChanged 512
		SP:Iteration 25Q (10710.450000 sec): 3 clusters
  Score: Raw -4685650.230770 + Penalty 3473.438555 = -4682176.792215
  nChanged 459
		SP:Iteration 26Q (10710.560000 sec): 3 clusters
  Score: Raw -4685828.337097 + Penalty 3473.438555 = -4682354.898542
  nChanged 402
		SP:Iteration 27Q (10710.670000 sec): 3 clusters
  Score: Raw -4685967.878228 + Penalty 3473.438555 = -4682494.439674
  nChanged 348
		SP:Iteration 28Q (10710.770000 sec): 3 clusters
  Score: Raw -4686074.357523 + Penalty 3473.438555 = -4682600.918968
  nChanged 280
		SP:Iteration 29Q (10710.880000 sec): 3 clusters
  Score: Raw -4686142.594401 + Penalty 3473.438555 = -4682669.155846
  nChanged 239
		SP:Iteration 30Q (10710.980000 sec): 3 clusters
  Score: Raw -4686193.859330 + Penalty 3473.438555 = -4682720.420776
  nChanged 203
		SP:Iteration 31Q (10711.090000 sec): 3 clusters
  Score: Raw -4686231.793315 + Penalty 3473.438555 = -4682758.354760
  nChanged 161
		SP:Iteration 32Q (10711.190000 sec): 3 clusters
  Score: Raw -4686258.533015 + Penalty 3473.438555 = -4682785.094461
  nChanged 135
		SP:Iteration 33Q (10711.290000 sec): 3 clusters
  Score: Raw -4686275.778250 + Penalty 3473.438555 = -4682802.339695
  nChanged 93
		SP:Iteration 34Q (10711.400000 sec): 3 clusters
  Score: Raw -4686284.751872 + Penalty 3473.438555 = -4682811.313317
  nChanged 70
		SP:Iteration 35Q (10711.500000 sec): 3 clusters
  Score: Raw -4686291.135874 + Penalty 3473.438555 = -4682817.697319
  nChanged 58
		SP:Iteration 36Q (10711.600000 sec): 3 clusters
  Score: Raw -4686295.713739 + Penalty 3473.438555 = -4682822.275185
  nChanged 49
		SP:Iteration 37Q (10711.700000 sec): 3 clusters
  Score: Raw -4686299.225168 + Penalty 3473.438555 = -4682825.786613
  nChanged 38
		SP:Iteration 38Q (10711.810000 sec): 3 clusters
  Score: Raw -4686301.262063 + Penalty 3473.438555 = -4682827.823509
  nChanged 26
		SP:Iteration 39Q (10711.910000 sec): 3 clusters
  Score: Raw -4686304.415857 + Penalty 3473.438555 = -4682830.977303
  nChanged 19
		SP:Iteration 40F (10712.030000 sec): 3 clusters
  Score: Raw -4686305.671147 + Penalty 3473.438555 = -4682832.232593
  nChanged 23
		SP:Iteration 41Q (10712.130000 sec): 3 clusters
  Score: Raw -4686306.796561 + Penalty 3473.438555 = -4682833.358006
  nChanged 14
		SP:Iteration 42Q (10712.230000 sec): 3 clusters
  Score: Raw -4686307.411763 + Penalty 3473.438555 = -4682833.973209
  nChanged 12
		SP:Iteration 43Q (10712.330000 sec): 3 clusters
  Score: Raw -4686307.978143 + Penalty 3473.438555 = -4682834.539588
  nChanged 12
		SP:Iteration 44Q (10712.430000 sec): 3 clusters
  Score: Raw -4686308.714950 + Penalty 3473.438555 = -4682835.276396
  nChanged 9
		SP:Iteration 45Q (10712.540000 sec): 3 clusters
  Score: Raw -4686309.241359 + Penalty 3473.438555 = -4682835.802805
  nChanged 11
		SP:Iteration 46Q (10712.640000 sec): 3 clusters
  Score: Raw -4686309.714744 + Penalty 3473.438555 = -4682836.276189
  nChanged 6
		SP:Iteration 47Q (10712.740000 sec): 3 clusters
  Score: Raw -4686309.964937 + Penalty 3473.438555 = -4682836.526383
  nChanged 4
		SP:Iteration 48Q (10712.850000 sec): 3 clusters
  Score: Raw -4686310.116007 + Penalty 3473.438555 = -4682836.677453
  nChanged 3
		SP:Iteration 49Q (10712.950000 sec): 3 clusters
  Score: Raw -4686310.199656 + Penalty 3473.438555 = -4682836.761102
  nChanged 3
		SP:Iteration 50Q (10713.050000 sec): 3 clusters
  Score: Raw -4686310.265469 + Penalty 3473.438555 = -4682836.826914
  nChanged 1
		SP:Iteration 51Q (10713.160000 sec): 3 clusters
  Score: Raw -4686310.298874 + Penalty 3473.438555 = -4682836.860319
  nChanged 2
		SP:Iteration 52Q (10713.260000 sec): 3 clusters
  Score: Raw -4686310.340238 + Penalty 3473.438555 = -4682836.901684
  nChanged 0
		SP:Iteration 53F (10713.380000 sec): 3 clusters
  Score: Raw -4686310.340238 + Penalty 3473.438555 = -4682836.901684
  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 13.94 GB.

 Trying to split cluster 17 (10582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10713.440000 sec): 2 clusters
  Score: Raw -1155840.132473 + Penalty 1505.872830 = -1154334.259643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10713.470000 sec): 3 clusters
  Score: Raw -1149955.151738 + Penalty 3011.745660 = -1146943.406078
  nChanged 4549
		SP:Iteration 1F (10713.490000 sec): 3 clusters
  Score: Raw -1152411.054555 + Penalty 3011.745660 = -1149399.308895
  nChanged 627
		SP:Iteration 2F (10713.520000 sec): 3 clusters
  Score: Raw -1152731.976405 + Penalty 3011.745660 = -1149720.230744
  nChanged 610
		SP:Iteration 3F (10713.550000 sec): 3 clusters
  Score: Raw -1153071.228459 + Penalty 3011.745660 = -1150059.482799
  nChanged 653
		SP:Iteration 4F (10713.580000 sec): 3 clusters
  Score: Raw -1153527.862466 + Penalty 3011.745660 = -1150516.116806
  nChanged 737
		SP:Iteration 5F (10713.600000 sec): 3 clusters
  Score: Raw -1154223.162349 + Penalty 3011.745660 = -1151211.416689
  nChanged 849
		SP:Iteration 6F (10713.630000 sec): 3 clusters
  Score: Raw -1155358.768486 + Penalty 3011.745660 = -1152347.022826
  nChanged 894
		SP:Iteration 7F (10713.660000 sec): 3 clusters
  Score: Raw -1156924.934326 + Penalty 3011.745660 = -1153913.188666
  nChanged 716
		SP:Iteration 8F (10713.680000 sec): 3 clusters
  Score: Raw -1158118.942725 + Penalty 3011.745660 = -1155107.197065
  nChanged 524
		SP:Iteration 9Q (10713.710000 sec): 3 clusters
  Score: Raw -1158742.059161 + Penalty 3011.745660 = -1155730.313500
  nChanged 304
		SP:Iteration 10Q (10713.730000 sec): 3 clusters
  Score: Raw -1159112.003431 + Penalty 3011.745660 = -1156100.257771
  nChanged 225
		SP:Iteration 11Q (10713.750000 sec): 3 clusters
  Score: Raw -1159464.444871 + Penalty 3011.745660 = -1156452.699211
  nChanged 211
		SP:Iteration 12Q (10713.770000 sec): 3 clusters
  Score: Raw -1159808.267921 + Penalty 3011.745660 = -1156796.522261
  nChanged 163
		SP:Iteration 13Q (10713.790000 sec): 3 clusters
  Score: Raw -1160011.855137 + Penalty 3011.745660 = -1157000.109477
  nChanged 105
		SP:Iteration 14Q (10713.810000 sec): 3 clusters
  Score: Raw -1160098.692396 + Penalty 3011.745660 = -1157086.946736
  nChanged 77
		SP:Iteration 15Q (10713.830000 sec): 3 clusters
  Score: Raw -1160144.832233 + Penalty 3011.745660 = -1157133.086573
  nChanged 50
		SP:Iteration 16Q (10713.850000 sec): 3 clusters
  Score: Raw -1160163.256653 + Penalty 3011.745660 = -1157151.510993
  nChanged 29
		SP:Iteration 17Q (10713.870000 sec): 3 clusters
  Score: Raw -1160173.187851 + Penalty 3011.745660 = -1157161.442191
  nChanged 15
		SP:Iteration 18Q (10713.890000 sec): 3 clusters
  Score: Raw -1160177.022182 + Penalty 3011.745660 = -1157165.276521
  nChanged 12
		SP:Iteration 19Q (10713.910000 sec): 3 clusters
  Score: Raw -1160179.856181 + Penalty 3011.745660 = -1157168.110521
  nChanged 4
		SP:Iteration 20F (10713.940000 sec): 3 clusters
  Score: Raw -1160180.325174 + Penalty 3011.745660 = -1157168.579514
  nChanged 3
		SP:Iteration 21Q (10713.950000 sec): 3 clusters
  Score: Raw -1160180.611989 + Penalty 3011.745660 = -1157168.866329
  nChanged 4
		SP:Iteration 22Q (10713.970000 sec): 3 clusters
  Score: Raw -1160181.129899 + Penalty 3011.745660 = -1157169.384239
  nChanged 3
		SP:Iteration 23Q (10713.990000 sec): 3 clusters
  Score: Raw -1160181.455031 + Penalty 3011.745660 = -1157169.709370
  nChanged 1
		SP:Iteration 24Q (10714.010000 sec): 3 clusters
  Score: Raw -1160181.513207 + Penalty 3011.745660 = -1157169.767547
  nChanged 0
		SP:Iteration 25F (10714.040000 sec): 3 clusters
  Score: Raw -1160181.513207 + Penalty 3011.745660 = -1157169.767547
  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 13.94 GB.

 Trying to split cluster 18 (1675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10714.060000 sec): 2 clusters
  Score: Raw -173037.700228 + Penalty 1206.329872 = -171831.370356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10714.070000 sec): 3 clusters
  Score: Raw -172410.425938 + Penalty 2412.659744 = -169997.766194
  nChanged 599
		SP:Iteration 1F (10714.070000 sec): 3 clusters
  Score: Raw -172937.405477 + Penalty 2412.659744 = -170524.745733
  nChanged 158
		SP:Iteration 2F (10714.070000 sec): 3 clusters
  Score: Raw -173163.865217 + Penalty 2412.659744 = -170751.205472
  nChanged 106
		SP:Iteration 3F (10714.080000 sec): 3 clusters
  Score: Raw -173298.751713 + Penalty 2412.659744 = -170886.091969
  nChanged 80
		SP:Iteration 4Q (10714.080000 sec): 3 clusters
  Score: Raw -173394.116326 + Penalty 2412.659744 = -170981.456582
  nChanged 61
		SP:Iteration 5Q (10714.090000 sec): 3 clusters
  Score: Raw -173460.076089 + Penalty 2412.659744 = -171047.416344
  nChanged 46
		SP:Iteration 6Q (10714.090000 sec): 3 clusters
  Score: Raw -173507.604575 + Penalty 2412.659744 = -171094.944831
  nChanged 46
		SP:Iteration 7Q (10714.090000 sec): 3 clusters
  Score: Raw -173570.946811 + Penalty 2412.659744 = -171158.287066
  nChanged 53
		SP:Iteration 8Q (10714.100000 sec): 3 clusters
  Score: Raw -173639.465543 + Penalty 2412.659744 = -171226.805798
  nChanged 35
		SP:Iteration 9Q (10714.100000 sec): 3 clusters
  Score: Raw -173686.970917 + Penalty 2412.659744 = -171274.311173
  nChanged 32
		SP:Iteration 10Q (10714.110000 sec): 3 clusters
  Score: Raw -173731.865761 + Penalty 2412.659744 = -171319.206017
  nChanged 33
		SP:Iteration 11Q (10714.110000 sec): 3 clusters
  Score: Raw -173774.942943 + Penalty 2412.659744 = -171362.283198
  nChanged 23
		SP:Iteration 12Q (10714.110000 sec): 3 clusters
  Score: Raw -173794.736995 + Penalty 2412.659744 = -171382.077250
  nChanged 16
		SP:Iteration 13Q (10714.110000 sec): 3 clusters
  Score: Raw -173808.123431 + Penalty 2412.659744 = -171395.463687
  nChanged 10
		SP:Iteration 14Q (10714.120000 sec): 3 clusters
  Score: Raw -173813.695617 + Penalty 2412.659744 = -171401.035872
  nChanged 8
		SP:Iteration 15Q (10714.120000 sec): 3 clusters
  Score: Raw -173817.562553 + Penalty 2412.659744 = -171404.902809
  nChanged 5
		SP:Iteration 16Q (10714.130000 sec): 3 clusters
  Score: Raw -173819.836574 + Penalty 2412.659744 = -171407.176830
  nChanged 8
		SP:Iteration 17Q (10714.130000 sec): 3 clusters
  Score: Raw -173824.177170 + Penalty 2412.659744 = -171411.517425
  nChanged 4
		SP:Iteration 18Q (10714.130000 sec): 3 clusters
  Score: Raw -173825.899832 + Penalty 2412.659744 = -171413.240088
  nChanged 2
		SP:Iteration 19Q (10714.140000 sec): 3 clusters
  Score: Raw -173827.028459 + Penalty 2412.659744 = -171414.368715
  nChanged 1
		SP:Iteration 20F (10714.140000 sec): 3 clusters
  Score: Raw -173827.411845 + Penalty 2412.659744 = -171414.752101
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (145138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10714.610000 sec): 2 clusters
  Score: Raw -17001460.091770 + Penalty 1931.384048 = -16999528.707722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10715.010000 sec): 3 clusters
  Score: Raw -16905877.928997 + Penalty 3862.768095 = -16902015.160901
  nChanged 69914
		SP:Iteration 1F (10715.400000 sec): 3 clusters
  Score: Raw -16947412.486417 + Penalty 3862.768095 = -16943549.718322
  nChanged 5767
		SP:Iteration 2Q (10715.800000 sec): 3 clusters
  Score: Raw -16949634.195155 + Penalty 3862.768095 = -16945771.427060
  nChanged 7506
		SP:Iteration 3F (10716.190000 sec): 3 clusters
  Score: Raw -16954158.604632 + Penalty 3862.768095 = -16950295.836537
  nChanged 10229
		SP:Iteration 4F (10716.590000 sec): 3 clusters
  Score: Raw -16963635.759642 + Penalty 3862.768095 = -16959772.991547
  nChanged 12874
		SP:Iteration 5F (10716.990000 sec): 3 clusters
  Score: Raw -16978345.820068 + Penalty 3862.768095 = -16974483.051973
  nChanged 13336
		SP:Iteration 6F (10717.370000 sec): 3 clusters
  Score: Raw -16990547.468505 + Penalty 3862.768095 = -16986684.700410
  nChanged 10550
		SP:Iteration 7F (10717.770000 sec): 3 clusters
  Score: Raw -16996862.227400 + Penalty 3862.768095 = -16992999.459305
  nChanged 7058
		SP:Iteration 8Q (10718.150000 sec): 3 clusters
  Score: Raw -17000242.530917 + Penalty 3862.768095 = -16996379.762822
  nChanged 4961
		SP:Iteration 9Q (10718.540000 sec): 3 clusters
  Score: Raw -17002583.667510 + Penalty 3862.768095 = -16998720.899415
  nChanged 3957
		SP:Iteration 10Q (10718.930000 sec): 3 clusters
  Score: Raw -17004725.024560 + Penalty 3862.768095 = -17000862.256465
  nChanged 3533
		SP:Iteration 11Q (10719.310000 sec): 3 clusters
  Score: Raw -17007113.039949 + Penalty 3862.768095 = -17003250.271854
  nChanged 3395
		SP:Iteration 12Q (10719.700000 sec): 3 clusters
  Score: Raw -17010103.997910 + Penalty 3862.768095 = -17006241.229815
  nChanged 3170
		SP:Iteration 13Q (10720.080000 sec): 3 clusters
  Score: Raw -17013437.471988 + Penalty 3862.768095 = -17009574.703892
  nChanged 2838
		SP:Iteration 14Q (10720.450000 sec): 3 clusters
  Score: Raw -17015964.955828 + Penalty 3862.768095 = -17012102.187733
  nChanged 2400
		SP:Iteration 15Q (10720.790000 sec): 3 clusters
  Score: Raw -17017494.953310 + Penalty 3862.768095 = -17013632.185215
  nChanged 2015
		SP:Iteration 16Q (10721.130000 sec): 3 clusters
  Score: Raw -17018469.935970 + Penalty 3862.768095 = -17014607.167875
  nChanged 1610
		SP:Iteration 17Q (10721.470000 sec): 3 clusters
  Score: Raw -17019106.272069 + Penalty 3862.768095 = -17015243.503973
  nChanged 1270
		SP:Iteration 18Q (10721.800000 sec): 3 clusters
  Score: Raw -17019532.924493 + Penalty 3862.768095 = -17015670.156397
  nChanged 1084
		SP:Iteration 19Q (10722.130000 sec): 3 clusters
  Score: Raw -17019854.658436 + Penalty 3862.768095 = -17015991.890341
  nChanged 893
		SP:Iteration 20F (10722.520000 sec): 3 clusters
  Score: Raw -17020099.256636 + Penalty 3862.768095 = -17016236.488541
  nChanged 809
		SP:Iteration 21Q (10722.840000 sec): 3 clusters
  Score: Raw -17020315.188650 + Penalty 3862.768095 = -17016452.420555
  nChanged 739
		SP:Iteration 22Q (10723.160000 sec): 3 clusters
  Score: Raw -17020527.197334 + Penalty 3862.768095 = -17016664.429239
  nChanged 663
		SP:Iteration 23Q (10723.490000 sec): 3 clusters
  Score: Raw -17020721.241325 + Penalty 3862.768095 = -17016858.473229
  nChanged 614
		SP:Iteration 24Q (10723.810000 sec): 3 clusters
  Score: Raw -17020919.384261 + Penalty 3862.768095 = -17017056.616166
  nChanged 592
		SP:Iteration 25Q (10724.130000 sec): 3 clusters
  Score: Raw -17021119.738983 + Penalty 3862.768095 = -17017256.970888
  nChanged 560
		SP:Iteration 26Q (10724.450000 sec): 3 clusters
  Score: Raw -17021316.206268 + Penalty 3862.768095 = -17017453.438173
  nChanged 556
		SP:Iteration 27Q (10724.770000 sec): 3 clusters
  Score: Raw -17021519.053993 + Penalty 3862.768095 = -17017656.285898
  nChanged 557
		SP:Iteration 28Q (10725.090000 sec): 3 clusters
  Score: Raw -17021695.267477 + Penalty 3862.768095 = -17017832.499381
  nChanged 461
		SP:Iteration 29Q (10725.400000 sec): 3 clusters
  Score: Raw -17021820.838875 + Penalty 3862.768095 = -17017958.070780
  nChanged 407
		SP:Iteration 30Q (10725.710000 sec): 3 clusters
  Score: Raw -17021914.807614 + Penalty 3862.768095 = -17018052.039519
  nChanged 359
		SP:Iteration 31Q (10726.020000 sec): 3 clusters
  Score: Raw -17021981.125714 + Penalty 3862.768095 = -17018118.357618
  nChanged 291
		SP:Iteration 32Q (10726.330000 sec): 3 clusters
  Score: Raw -17022023.497037 + Penalty 3862.768095 = -17018160.728941
  nChanged 233
		SP:Iteration 33Q (10726.650000 sec): 3 clusters
  Score: Raw -17022048.684424 + Penalty 3862.768095 = -17018185.916329
  nChanged 169
		SP:Iteration 34Q (10726.950000 sec): 3 clusters
  Score: Raw -17022061.905804 + Penalty 3862.768095 = -17018199.137709
  nChanged 119
		SP:Iteration 35Q (10727.260000 sec): 3 clusters
  Score: Raw -17022070.042210 + Penalty 3862.768095 = -17018207.274115
  nChanged 107
		SP:Iteration 36Q (10727.570000 sec): 3 clusters
  Score: Raw -17022076.729980 + Penalty 3862.768095 = -17018213.961885
  nChanged 76
		SP:Iteration 37Q (10727.880000 sec): 3 clusters
  Score: Raw -17022079.990098 + Penalty 3862.768095 = -17018217.222003
  nChanged 49
		SP:Iteration 38Q (10728.190000 sec): 3 clusters
  Score: Raw -17022081.632900 + Penalty 3862.768095 = -17018218.864805
  nChanged 30
		SP:Iteration 39Q (10728.490000 sec): 3 clusters
  Score: Raw -17022082.603563 + Penalty 3862.768095 = -17018219.835467
  nChanged 24
		SP:Iteration 40F (10728.890000 sec): 3 clusters
  Score: Raw -17022083.267809 + Penalty 3862.768095 = -17018220.499714
  nChanged 21
		SP:Iteration 41Q (10729.190000 sec): 3 clusters
  Score: Raw -17022083.694912 + Penalty 3862.768095 = -17018220.926817
  nChanged 22
		SP:Iteration 42Q (10729.500000 sec): 3 clusters
  Score: Raw -17022084.094093 + Penalty 3862.768095 = -17018221.325998
  nChanged 14
		SP:Iteration 43Q (10729.810000 sec): 3 clusters
  Score: Raw -17022084.412546 + Penalty 3862.768095 = -17018221.644451
  nChanged 9
		SP:Iteration 44Q (10730.120000 sec): 3 clusters
  Score: Raw -17022084.606054 + Penalty 3862.768095 = -17018221.837959
  nChanged 10
		SP:Iteration 45Q (10730.430000 sec): 3 clusters
  Score: Raw -17022084.773453 + Penalty 3862.768095 = -17018222.005358
  nChanged 6
		SP:Iteration 46Q (10730.740000 sec): 3 clusters
  Score: Raw -17022084.836796 + Penalty 3862.768095 = -17018222.068701
  nChanged 3
		SP:Iteration 47Q (10731.050000 sec): 3 clusters
  Score: Raw -17022084.868919 + Penalty 3862.768095 = -17018222.100824
  nChanged 1
		SP:Iteration 48Q (10731.360000 sec): 3 clusters
  Score: Raw -17022084.872690 + Penalty 3862.768095 = -17018222.104595
  nChanged 0
		SP:Iteration 49F (10731.750000 sec): 3 clusters
  Score: Raw -17022084.872690 + Penalty 3862.768095 = -17018222.104595
  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 13.94 GB.

 Trying to split cluster 20 (17891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10731.890000 sec): 2 clusters
  Score: Raw -2002383.937932 + Penalty 1591.208624 = -2000792.729308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10731.940000 sec): 3 clusters
  Score: Raw -1991731.111823 + Penalty 3182.417248 = -1988548.694575
  nChanged 8058
		SP:Iteration 1F (10731.990000 sec): 3 clusters
  Score: Raw -1997225.253916 + Penalty 3182.417248 = -1994042.836668
  nChanged 1911
		SP:Iteration 2F (10732.040000 sec): 3 clusters
  Score: Raw -2000229.579152 + Penalty 3182.417248 = -1997047.161904
  nChanged 2474
		SP:Iteration 3F (10732.080000 sec): 3 clusters
  Score: Raw -2004317.443410 + Penalty 3182.417248 = -2001135.026162
  nChanged 1968
		SP:Iteration 4F (10732.130000 sec): 3 clusters
  Score: Raw -2006751.384077 + Penalty 3182.417248 = -2003568.966829
  nChanged 1160
		SP:Iteration 5F (10732.170000 sec): 3 clusters
  Score: Raw -2007573.315943 + Penalty 3182.417248 = -2004390.898695
  nChanged 606
		SP:Iteration 6Q (10732.220000 sec): 3 clusters
  Score: Raw -2007823.076604 + Penalty 3182.417248 = -2004640.659356
  nChanged 348
		SP:Iteration 7Q (10732.260000 sec): 3 clusters
  Score: Raw -2007930.248923 + Penalty 3182.417248 = -2004747.831675
  nChanged 221
		SP:Iteration 8Q (10732.310000 sec): 3 clusters
  Score: Raw -2007983.485968 + Penalty 3182.417248 = -2004801.068720
  nChanged 139
		SP:Iteration 9Q (10732.350000 sec): 3 clusters
  Score: Raw -2008009.752444 + Penalty 3182.417248 = -2004827.335196
  nChanged 112
		SP:Iteration 10Q (10732.400000 sec): 3 clusters
  Score: Raw -2008024.989210 + Penalty 3182.417248 = -2004842.571961
  nChanged 75
		SP:Iteration 11Q (10732.440000 sec): 3 clusters
  Score: Raw -2008033.503636 + Penalty 3182.417248 = -2004851.086387
  nChanged 34
		SP:Iteration 12Q (10732.490000 sec): 3 clusters
  Score: Raw -2008037.094129 + Penalty 3182.417248 = -2004854.676880
  nChanged 34
		SP:Iteration 13Q (10732.540000 sec): 3 clusters
  Score: Raw -2008039.931236 + Penalty 3182.417248 = -2004857.513987
  nChanged 31
		SP:Iteration 14Q (10732.580000 sec): 3 clusters
  Score: Raw -2008042.270602 + Penalty 3182.417248 = -2004859.853354
  nChanged 23
		SP:Iteration 15Q (10732.630000 sec): 3 clusters
  Score: Raw -2008044.242405 + Penalty 3182.417248 = -2004861.825157
  nChanged 21
		SP:Iteration 16Q (10732.670000 sec): 3 clusters
  Score: Raw -2008045.752976 + Penalty 3182.417248 = -2004863.335728
  nChanged 19
		SP:Iteration 17Q (10732.720000 sec): 3 clusters
  Score: Raw -2008047.111839 + Penalty 3182.417248 = -2004864.694591
  nChanged 22
		SP:Iteration 18Q (10732.760000 sec): 3 clusters
  Score: Raw -2008048.570073 + Penalty 3182.417248 = -2004866.152824
  nChanged 17
		SP:Iteration 19Q (10732.810000 sec): 3 clusters
  Score: Raw -2008049.873233 + Penalty 3182.417248 = -2004867.455985
  nChanged 14
		SP:Iteration 20F (10732.860000 sec): 3 clusters
  Score: Raw -2008050.607623 + Penalty 3182.417248 = -2004868.190375
  nChanged 11
		SP:Iteration 21Q (10732.900000 sec): 3 clusters
  Score: Raw -2008051.042292 + Penalty 3182.417248 = -2004868.625044
  nChanged 10
		SP:Iteration 22Q (10732.940000 sec): 3 clusters
  Score: Raw -2008051.470849 + Penalty 3182.417248 = -2004869.053601
  nChanged 2
		SP:Iteration 23Q (10732.990000 sec): 3 clusters
  Score: Raw -2008051.549175 + Penalty 3182.417248 = -2004869.131927
  nChanged 0
		SP:Iteration 24F (10733.040000 sec): 3 clusters
  Score: Raw -2008051.549175 + Penalty 3182.417248 = -2004869.131927
  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 13.94 GB.

 Trying to split cluster 21 (14103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10733.080000 sec): 2 clusters
  Score: Raw -1601106.200448 + Penalty 1552.548208 = -1599553.652240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10733.120000 sec): 3 clusters
  Score: Raw -1592916.700505 + Penalty 3105.096416 = -1589811.604089
  nChanged 6280
		SP:Iteration 1F (10733.160000 sec): 3 clusters
  Score: Raw -1596280.754955 + Penalty 3105.096416 = -1593175.658538
  nChanged 886
		SP:Iteration 2F (10733.190000 sec): 3 clusters
  Score: Raw -1596839.365569 + Penalty 3105.096416 = -1593734.269153
  nChanged 894
		SP:Iteration 3F (10733.230000 sec): 3 clusters
  Score: Raw -1597874.033143 + Penalty 3105.096416 = -1594768.936726
  nChanged 1174
		SP:Iteration 4F (10733.260000 sec): 3 clusters
  Score: Raw -1600438.351722 + Penalty 3105.096416 = -1597333.255306
  nChanged 1795
		SP:Iteration 5F (10733.300000 sec): 3 clusters
  Score: Raw -1605813.779641 + Penalty 3105.096416 = -1602708.683225
  nChanged 1870
		SP:Iteration 6F (10733.340000 sec): 3 clusters
  Score: Raw -1609035.688352 + Penalty 3105.096416 = -1605930.591935
  nChanged 1029
		SP:Iteration 7F (10733.370000 sec): 3 clusters
  Score: Raw -1610150.512570 + Penalty 3105.096416 = -1607045.416154
  nChanged 466
		SP:Iteration 8Q (10733.400000 sec): 3 clusters
  Score: Raw -1610603.774079 + Penalty 3105.096416 = -1607498.677663
  nChanged 305
		SP:Iteration 9Q (10733.440000 sec): 3 clusters
  Score: Raw -1610926.372291 + Penalty 3105.096416 = -1607821.275874
  nChanged 226
		SP:Iteration 10Q (10733.460000 sec): 3 clusters
  Score: Raw -1611223.219588 + Penalty 3105.096416 = -1608118.123171
  nChanged 194
		SP:Iteration 11Q (10733.490000 sec): 3 clusters
  Score: Raw -1611554.988195 + Penalty 3105.096416 = -1608449.891779
  nChanged 135
		SP:Iteration 12Q (10733.520000 sec): 3 clusters
  Score: Raw -1611836.851017 + Penalty 3105.096416 = -1608731.754600
  nChanged 77
		SP:Iteration 13Q (10733.540000 sec): 3 clusters
  Score: Raw -1612005.062850 + Penalty 3105.096416 = -1608899.966433
  nChanged 52
		SP:Iteration 14Q (10733.570000 sec): 3 clusters
  Score: Raw -1612113.994328 + Penalty 3105.096416 = -1609008.897912
  nChanged 35
		SP:Iteration 15Q (10733.600000 sec): 3 clusters
  Score: Raw -1612148.870334 + Penalty 3105.096416 = -1609043.773918
  nChanged 12
		SP:Iteration 16Q (10733.620000 sec): 3 clusters
  Score: Raw -1612151.838935 + Penalty 3105.096416 = -1609046.742518
  nChanged 3
		SP:Iteration 17Q (10733.640000 sec): 3 clusters
  Score: Raw -1612152.244236 + Penalty 3105.096416 = -1609047.147820
  nChanged 1
		SP:Iteration 18Q (10733.670000 sec): 3 clusters
  Score: Raw -1612152.344517 + Penalty 3105.096416 = -1609047.248100
  nChanged 1
		SP:Iteration 19Q (10733.690000 sec): 3 clusters
  Score: Raw -1612152.444533 + Penalty 3105.096416 = -1609047.348116
  nChanged 0
		SP:Iteration 20F (10733.730000 sec): 3 clusters
  Score: Raw -1612152.705907 + Penalty 3105.096416 = -1609047.609491
  nChanged 1
		SP:Iteration 21Q (10733.760000 sec): 3 clusters
  Score: Raw -1612152.838833 + Penalty 3105.096416 = -1609047.742416
  nChanged 0
		SP:Iteration 22F (10733.790000 sec): 3 clusters
  Score: Raw -1612152.838833 + Penalty 3105.096416 = -1609047.742416
  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 13.94 GB.

 Trying to split cluster 22 (6260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10733.820000 sec): 2 clusters
  Score: Raw -677499.354421 + Penalty 1420.564513 = -676078.789908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10733.840000 sec): 3 clusters
  Score: Raw -674150.823612 + Penalty 2841.129026 = -671309.694586
  nChanged 2588
		SP:Iteration 1F (10733.860000 sec): 3 clusters
  Score: Raw -675713.162316 + Penalty 2841.129026 = -672872.033290
  nChanged 526
		SP:Iteration 2F (10733.870000 sec): 3 clusters
  Score: Raw -676144.744933 + Penalty 2841.129026 = -673303.615907
  nChanged 470
		SP:Iteration 3F (10733.880000 sec): 3 clusters
  Score: Raw -676562.156449 + Penalty 2841.129026 = -673721.027423
  nChanged 433
		SP:Iteration 4F (10733.900000 sec): 3 clusters
  Score: Raw -676902.207552 + Penalty 2841.129026 = -674061.078526
  nChanged 349
		SP:Iteration 5F (10733.920000 sec): 3 clusters
  Score: Raw -677152.325478 + Penalty 2841.129026 = -674311.196452
  nChanged 285
		SP:Iteration 6Q (10733.930000 sec): 3 clusters
  Score: Raw -677336.571046 + Penalty 2841.129026 = -674495.442020
  nChanged 244
		SP:Iteration 7Q (10733.950000 sec): 3 clusters
  Score: Raw -677535.018261 + Penalty 2841.129026 = -674693.889235
  nChanged 236
		SP:Iteration 8Q (10733.960000 sec): 3 clusters
  Score: Raw -677731.485667 + Penalty 2841.129026 = -674890.356641
  nChanged 241
		SP:Iteration 9Q (10733.980000 sec): 3 clusters
  Score: Raw -677973.420397 + Penalty 2841.129026 = -675132.291371
  nChanged 277
		SP:Iteration 10Q (10733.990000 sec): 3 clusters
  Score: Raw -678299.354091 + Penalty 2841.129026 = -675458.225065
  nChanged 313
		SP:Iteration 11Q (10734.000000 sec): 3 clusters
  Score: Raw -678791.076596 + Penalty 2841.129026 = -675949.947570
  nChanged 382
		SP:Iteration 12F (10734.020000 sec): 3 clusters
  Score: Raw -679685.318176 + Penalty 2841.129026 = -676844.189150
  nChanged 383
		SP:Iteration 13F (10734.040000 sec): 3 clusters
  Score: Raw -680893.604052 + Penalty 2841.129026 = -678052.475026
  nChanged 348
		SP:Iteration 14F (10734.050000 sec): 3 clusters
  Score: Raw -681779.834932 + Penalty 2841.129026 = -678938.705906
  nChanged 219
		SP:Iteration 15Q (10734.060000 sec): 3 clusters
  Score: Raw -682053.793988 + Penalty 2841.129026 = -679212.664963
  nChanged 127
		SP:Iteration 16Q (10734.080000 sec): 3 clusters
  Score: Raw -682210.923607 + Penalty 2841.129026 = -679369.794582
  nChanged 88
		SP:Iteration 17Q (10734.090000 sec): 3 clusters
  Score: Raw -682347.522600 + Penalty 2841.129026 = -679506.393574
  nChanged 89
		SP:Iteration 18Q (10734.100000 sec): 3 clusters
  Score: Raw -682484.073212 + Penalty 2841.129026 = -679642.944187
  nChanged 63
		SP:Iteration 19Q (10734.110000 sec): 3 clusters
  Score: Raw -682549.270996 + Penalty 2841.129026 = -679708.141970
  nChanged 35
		SP:Iteration 20F (10734.130000 sec): 3 clusters
  Score: Raw -682586.476523 + Penalty 2841.129026 = -679745.347497
  nChanged 19
		SP:Iteration 21Q (10734.140000 sec): 3 clusters
  Score: Raw -682598.934399 + Penalty 2841.129026 = -679757.805373
  nChanged 10
		SP:Iteration 22Q (10734.150000 sec): 3 clusters
  Score: Raw -682603.178084 + Penalty 2841.129026 = -679762.049059
  nChanged 3
		SP:Iteration 23Q (10734.160000 sec): 3 clusters
  Score: Raw -682604.497319 + Penalty 2841.129026 = -679763.368293
  nChanged 6
		SP:Iteration 24Q (10734.170000 sec): 3 clusters
  Score: Raw -682607.810747 + Penalty 2841.129026 = -679766.681721
  nChanged 7
		SP:Iteration 25Q (10734.180000 sec): 3 clusters
  Score: Raw -682610.252830 + Penalty 2841.129026 = -679769.123804
  nChanged 4
		SP:Iteration 26Q (10734.200000 sec): 3 clusters
  Score: Raw -682611.146188 + Penalty 2841.129026 = -679770.017162
  nChanged 3
		SP:Iteration 27Q (10734.210000 sec): 3 clusters
  Score: Raw -682611.755523 + Penalty 2841.129026 = -679770.626497
  nChanged 4
		SP:Iteration 28Q (10734.220000 sec): 3 clusters
  Score: Raw -682612.535979 + Penalty 2841.129026 = -679771.406954
  nChanged 3
		SP:Iteration 29Q (10734.230000 sec): 3 clusters
  Score: Raw -682613.406165 + Penalty 2841.129026 = -679772.277139
  nChanged 2
		SP:Iteration 30Q (10734.240000 sec): 3 clusters
  Score: Raw -682613.802482 + Penalty 2841.129026 = -679772.673456
  nChanged 1
		SP:Iteration 31Q (10734.250000 sec): 3 clusters
  Score: Raw -682613.957456 + Penalty 2841.129026 = -679772.828430
  nChanged 0
		SP:Iteration 32F (10734.270000 sec): 3 clusters
  Score: Raw -682613.957456 + Penalty 2841.129026 = -679772.828430
  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 13.94 GB.

 Trying to split cluster 23 (75882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10734.520000 sec): 2 clusters
  Score: Raw -8764607.599346 + Penalty 1826.001902 = -8762781.597444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10734.730000 sec): 3 clusters
  Score: Raw -8716052.710379 + Penalty 3652.003804 = -8712400.706575
  nChanged 35971
		SP:Iteration 1F (10734.940000 sec): 3 clusters
  Score: Raw -8738640.954288 + Penalty 3652.003804 = -8734988.950484
  nChanged 4948
		SP:Iteration 2F (10735.140000 sec): 3 clusters
  Score: Raw -8741905.809368 + Penalty 3652.003804 = -8738253.805564
  nChanged 6161
		SP:Iteration 3F (10735.340000 sec): 3 clusters
  Score: Raw -8746160.420875 + Penalty 3652.003804 = -8742508.417071
  nChanged 6938
		SP:Iteration 4F (10735.550000 sec): 3 clusters
  Score: Raw -8751876.851738 + Penalty 3652.003804 = -8748224.847934
  nChanged 6741
		SP:Iteration 5F (10735.760000 sec): 3 clusters
  Score: Raw -8757869.549265 + Penalty 3652.003804 = -8754217.545461
  nChanged 5289
		SP:Iteration 6F (10735.960000 sec): 3 clusters
  Score: Raw -8762528.841942 + Penalty 3652.003804 = -8758876.838138
  nChanged 3451
		SP:Iteration 7Q (10736.160000 sec): 3 clusters
  Score: Raw -8765610.305724 + Penalty 3652.003804 = -8761958.301921
  nChanged 2130
		SP:Iteration 8Q (10736.360000 sec): 3 clusters
  Score: Raw -8767836.360988 + Penalty 3652.003804 = -8764184.357184
  nChanged 1304
		SP:Iteration 9Q (10736.550000 sec): 3 clusters
  Score: Raw -8769464.328838 + Penalty 3652.003804 = -8765812.325034
  nChanged 886
		SP:Iteration 10Q (10736.720000 sec): 3 clusters
  Score: Raw -8770510.911833 + Penalty 3652.003804 = -8766858.908029
  nChanged 669
		SP:Iteration 11Q (10736.880000 sec): 3 clusters
  Score: Raw -8771179.009587 + Penalty 3652.003804 = -8767527.005783
  nChanged 454
		SP:Iteration 12Q (10737.040000 sec): 3 clusters
  Score: Raw -8771572.981446 + Penalty 3652.003804 = -8767920.977642
  nChanged 339
		SP:Iteration 13Q (10737.200000 sec): 3 clusters
  Score: Raw -8771834.051970 + Penalty 3652.003804 = -8768182.048166
  nChanged 260
		SP:Iteration 14Q (10737.350000 sec): 3 clusters
  Score: Raw -8771970.483464 + Penalty 3652.003804 = -8768318.479661
  nChanged 188
		SP:Iteration 15Q (10737.500000 sec): 3 clusters
  Score: Raw -8772049.230155 + Penalty 3652.003804 = -8768397.226351
  nChanged 148
		SP:Iteration 16Q (10737.650000 sec): 3 clusters
  Score: Raw -8772103.728078 + Penalty 3652.003804 = -8768451.724274
  nChanged 109
		SP:Iteration 17Q (10737.800000 sec): 3 clusters
  Score: Raw -8772135.796501 + Penalty 3652.003804 = -8768483.792697
  nChanged 76
		SP:Iteration 18Q (10737.960000 sec): 3 clusters
  Score: Raw -8772157.696617 + Penalty 3652.003804 = -8768505.692813
  nChanged 67
		SP:Iteration 19Q (10738.110000 sec): 3 clusters
  Score: Raw -8772173.774570 + Penalty 3652.003804 = -8768521.770766
  nChanged 61
		SP:Iteration 20F (10738.310000 sec): 3 clusters
  Score: Raw -8772190.886027 + Penalty 3652.003804 = -8768538.882223
  nChanged 65
		SP:Iteration 21Q (10738.460000 sec): 3 clusters
  Score: Raw -8772208.944837 + Penalty 3652.003804 = -8768556.941033
  nChanged 67
		SP:Iteration 22Q (10738.610000 sec): 3 clusters
  Score: Raw -8772224.836192 + Penalty 3652.003804 = -8768572.832388
  nChanged 49
		SP:Iteration 23Q (10738.760000 sec): 3 clusters
  Score: Raw -8772234.398042 + Penalty 3652.003804 = -8768582.394238
  nChanged 36
		SP:Iteration 24Q (10738.910000 sec): 3 clusters
  Score: Raw -8772239.409942 + Penalty 3652.003804 = -8768587.406139
  nChanged 24
		SP:Iteration 25Q (10739.060000 sec): 3 clusters
  Score: Raw -8772241.825823 + Penalty 3652.003804 = -8768589.822019
  nChanged 19
		SP:Iteration 26Q (10739.210000 sec): 3 clusters
  Score: Raw -8772244.299331 + Penalty 3652.003804 = -8768592.295527
  nChanged 19
		SP:Iteration 27Q (10739.360000 sec): 3 clusters
  Score: Raw -8772247.043770 + Penalty 3652.003804 = -8768595.039967
  nChanged 20
		SP:Iteration 28Q (10739.510000 sec): 3 clusters
  Score: Raw -8772249.733583 + Penalty 3652.003804 = -8768597.729779
  nChanged 18
		SP:Iteration 29Q (10739.660000 sec): 3 clusters
  Score: Raw -8772251.733118 + Penalty 3652.003804 = -8768599.729314
  nChanged 16
		SP:Iteration 30Q (10739.810000 sec): 3 clusters
  Score: Raw -8772254.455189 + Penalty 3652.003804 = -8768602.451385
  nChanged 19
		SP:Iteration 31Q (10739.950000 sec): 3 clusters
  Score: Raw -8772257.527951 + Penalty 3652.003804 = -8768605.524147
  nChanged 18
		SP:Iteration 32Q (10740.110000 sec): 3 clusters
  Score: Raw -8772260.367361 + Penalty 3652.003804 = -8768608.363557
  nChanged 11
		SP:Iteration 33Q (10740.250000 sec): 3 clusters
  Score: Raw -8772261.952276 + Penalty 3652.003804 = -8768609.948473
  nChanged 14
		SP:Iteration 34Q (10740.400000 sec): 3 clusters
  Score: Raw -8772263.478919 + Penalty 3652.003804 = -8768611.475115
  nChanged 9
		SP:Iteration 35Q (10740.550000 sec): 3 clusters
  Score: Raw -8772264.297387 + Penalty 3652.003804 = -8768612.293583
  nChanged 7
		SP:Iteration 36Q (10740.700000 sec): 3 clusters
  Score: Raw -8772264.711430 + Penalty 3652.003804 = -8768612.707626
  nChanged 3
		SP:Iteration 37Q (10740.850000 sec): 3 clusters
  Score: Raw -8772264.935856 + Penalty 3652.003804 = -8768612.932052
  nChanged 2
		SP:Iteration 38Q (10741.000000 sec): 3 clusters
  Score: Raw -8772265.165646 + Penalty 3652.003804 = -8768613.161842
  nChanged 0
		SP:Iteration 39F (10741.200000 sec): 3 clusters
  Score: Raw -8772265.165646 + Penalty 3652.003804 = -8768613.161842
  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 13.94 GB.

 Trying to split cluster 24 (108687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10741.500000 sec): 2 clusters
  Score: Raw -12440160.646714 + Penalty 1884.386964 = -12438276.259750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10741.800000 sec): 3 clusters
  Score: Raw -12369130.804379 + Penalty 3768.773928 = -12365362.030451
  nChanged 52143
		SP:Iteration 1F (10742.090000 sec): 3 clusters
  Score: Raw -12399754.317816 + Penalty 3768.773928 = -12395985.543888
  nChanged 3698
		SP:Iteration 2Q (10742.400000 sec): 3 clusters
  Score: Raw -12400709.964213 + Penalty 3768.773928 = -12396941.190285
  nChanged 3834
		SP:Iteration 3Q (10742.700000 sec): 3 clusters
  Score: Raw -12401813.426292 + Penalty 3768.773928 = -12398044.652364
  nChanged 4054
		SP:Iteration 4Q (10743.010000 sec): 3 clusters
  Score: Raw -12402915.950713 + Penalty 3768.773928 = -12399147.176785
  nChanged 3913
		SP:Iteration 5Q (10743.310000 sec): 3 clusters
  Score: Raw -12404004.103196 + Penalty 3768.773928 = -12400235.329268
  nChanged 4007
		SP:Iteration 6Q (10743.610000 sec): 3 clusters
  Score: Raw -12405183.167659 + Penalty 3768.773928 = -12401414.393731
  nChanged 4000
		SP:Iteration 7Q (10743.910000 sec): 3 clusters
  Score: Raw -12406497.306175 + Penalty 3768.773928 = -12402728.532247
  nChanged 4286
		SP:Iteration 8Q (10744.200000 sec): 3 clusters
  Score: Raw -12408045.101795 + Penalty 3768.773928 = -12404276.327867
  nChanged 4497
		SP:Iteration 9Q (10744.500000 sec): 3 clusters
  Score: Raw -12409964.680143 + Penalty 3768.773928 = -12406195.906215
  nChanged 4964
		SP:Iteration 10Q (10744.800000 sec): 3 clusters
  Score: Raw -12412558.744689 + Penalty 3768.773928 = -12408789.970761
  nChanged 5475
		SP:Iteration 11F (10745.090000 sec): 3 clusters
  Score: Raw -12416073.833662 + Penalty 3768.773928 = -12412305.059734
  nChanged 5696
		SP:Iteration 12F (10745.380000 sec): 3 clusters
  Score: Raw -12420132.919782 + Penalty 3768.773928 = -12416364.145854
  nChanged 5503
		SP:Iteration 13F (10745.670000 sec): 3 clusters
  Score: Raw -12423738.416571 + Penalty 3768.773928 = -12419969.642643
  nChanged 4521
		SP:Iteration 14Q (10745.960000 sec): 3 clusters
  Score: Raw -12426219.226075 + Penalty 3768.773928 = -12422450.452147
  nChanged 3381
		SP:Iteration 15Q (10746.240000 sec): 3 clusters
  Score: Raw -12427695.723445 + Penalty 3768.773928 = -12423926.949517
  nChanged 2647
		SP:Iteration 16Q (10746.510000 sec): 3 clusters
  Score: Raw -12428718.287130 + Penalty 3768.773928 = -12424949.513202
  nChanged 2286
		SP:Iteration 17Q (10746.780000 sec): 3 clusters
  Score: Raw -12429591.806408 + Penalty 3768.773928 = -12425823.032480
  nChanged 2314
		SP:Iteration 18Q (10747.050000 sec): 3 clusters
  Score: Raw -12430509.396847 + Penalty 3768.773928 = -12426740.622919
  nChanged 2270
		SP:Iteration 19Q (10747.310000 sec): 3 clusters
  Score: Raw -12431441.981376 + Penalty 3768.773928 = -12427673.207448
  nChanged 2325
		SP:Iteration 20F (10747.600000 sec): 3 clusters
  Score: Raw -12432480.116059 + Penalty 3768.773928 = -12428711.342131
  nChanged 2353
		SP:Iteration 21Q (10747.850000 sec): 3 clusters
  Score: Raw -12433625.461292 + Penalty 3768.773928 = -12429856.687364
  nChanged 2408
		SP:Iteration 22Q (10748.100000 sec): 3 clusters
  Score: Raw -12434910.073160 + Penalty 3768.773928 = -12431141.299232
  nChanged 2287
		SP:Iteration 23Q (10748.340000 sec): 3 clusters
  Score: Raw -12436238.868399 + Penalty 3768.773928 = -12432470.094471
  nChanged 2103
		SP:Iteration 24Q (10748.580000 sec): 3 clusters
  Score: Raw -12437564.257900 + Penalty 3768.773928 = -12433795.483972
  nChanged 1838
		SP:Iteration 25Q (10748.820000 sec): 3 clusters
  Score: Raw -12438752.087930 + Penalty 3768.773928 = -12434983.314002
  nChanged 1435
		SP:Iteration 26Q (10749.050000 sec): 3 clusters
  Score: Raw -12439675.257219 + Penalty 3768.773928 = -12435906.483291
  nChanged 1051
		SP:Iteration 27Q (10749.280000 sec): 3 clusters
  Score: Raw -12440352.605763 + Penalty 3768.773928 = -12436583.831835
  nChanged 711
		SP:Iteration 28Q (10749.500000 sec): 3 clusters
  Score: Raw -12440775.861197 + Penalty 3768.773928 = -12437007.087269
  nChanged 437
		SP:Iteration 29Q (10749.710000 sec): 3 clusters
  Score: Raw -12441011.996285 + Penalty 3768.773928 = -12437243.222357
  nChanged 302
		SP:Iteration 30Q (10749.930000 sec): 3 clusters
  Score: Raw -12441177.119632 + Penalty 3768.773928 = -12437408.345704
  nChanged 203
		SP:Iteration 31Q (10750.140000 sec): 3 clusters
  Score: Raw -12441299.263355 + Penalty 3768.773928 = -12437530.489427
  nChanged 150
		SP:Iteration 32Q (10750.360000 sec): 3 clusters
  Score: Raw -12441389.316107 + Penalty 3768.773928 = -12437620.542179
  nChanged 114
		SP:Iteration 33Q (10750.570000 sec): 3 clusters
  Score: Raw -12441458.063958 + Penalty 3768.773928 = -12437689.290030
  nChanged 95
		SP:Iteration 34Q (10750.770000 sec): 3 clusters
  Score: Raw -12441516.101476 + Penalty 3768.773928 = -12437747.327548
  nChanged 73
		SP:Iteration 35Q (10750.980000 sec): 3 clusters
  Score: Raw -12441572.890706 + Penalty 3768.773928 = -12437804.116778
  nChanged 58
		SP:Iteration 36Q (10751.190000 sec): 3 clusters
  Score: Raw -12441606.083053 + Penalty 3768.773928 = -12437837.309125
  nChanged 49
		SP:Iteration 37Q (10751.400000 sec): 3 clusters
  Score: Raw -12441626.330337 + Penalty 3768.773928 = -12437857.556409
  nChanged 39
		SP:Iteration 38Q (10751.610000 sec): 3 clusters
  Score: Raw -12441643.092905 + Penalty 3768.773928 = -12437874.318977
  nChanged 32
		SP:Iteration 39Q (10751.810000 sec): 3 clusters
  Score: Raw -12441656.629514 + Penalty 3768.773928 = -12437887.855586
  nChanged 33
		SP:Iteration 40F (10752.100000 sec): 3 clusters
  Score: Raw -12441680.025454 + Penalty 3768.773928 = -12437911.251526
  nChanged 33
		SP:Iteration 41Q (10752.310000 sec): 3 clusters
  Score: Raw -12441695.173072 + Penalty 3768.773928 = -12437926.399144
  nChanged 36
		SP:Iteration 42Q (10752.520000 sec): 3 clusters
  Score: Raw -12441710.534895 + Penalty 3768.773928 = -12437941.760967
  nChanged 20
		SP:Iteration 43Q (10752.720000 sec): 3 clusters
  Score: Raw -12441718.774967 + Penalty 3768.773928 = -12437950.001039
  nChanged 14
		SP:Iteration 44Q (10752.930000 sec): 3 clusters
  Score: Raw -12441722.363641 + Penalty 3768.773928 = -12437953.589713
  nChanged 15
		SP:Iteration 45Q (10753.130000 sec): 3 clusters
  Score: Raw -12441727.574290 + Penalty 3768.773928 = -12437958.800362
  nChanged 12
		SP:Iteration 46Q (10753.340000 sec): 3 clusters
  Score: Raw -12441730.378494 + Penalty 3768.773928 = -12437961.604566
  nChanged 4
		SP:Iteration 47Q (10753.550000 sec): 3 clusters
  Score: Raw -12441731.243622 + Penalty 3768.773928 = -12437962.469694
  nChanged 3
		SP:Iteration 48Q (10753.750000 sec): 3 clusters
  Score: Raw -12441732.541432 + Penalty 3768.773928 = -12437963.767504
  nChanged 6
		SP:Iteration 49Q (10753.960000 sec): 3 clusters
  Score: Raw -12441733.733842 + Penalty 3768.773928 = -12437964.959914
  nChanged 7
		SP:Iteration 50Q (10754.160000 sec): 3 clusters
  Score: Raw -12441735.146812 + Penalty 3768.773928 = -12437966.372884
  nChanged 1
		SP:Iteration 51Q (10754.370000 sec): 3 clusters
  Score: Raw -12441735.309974 + Penalty 3768.773928 = -12437966.536046
  nChanged 0
		SP:Iteration 52F (10754.660000 sec): 3 clusters
  Score: Raw -12441735.309974 + Penalty 3768.773928 = -12437966.536046
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (5088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10754.740000 sec): 2 clusters
  Score: Raw -547872.560689 + Penalty 1386.879017 = -546485.681672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10754.750000 sec): 3 clusters
  Score: Raw -545160.863562 + Penalty 2773.758034 = -542387.105528
  nChanged 2106
		SP:Iteration 1F (10754.770000 sec): 3 clusters
  Score: Raw -546342.763865 + Penalty 2773.758034 = -543569.005831
  nChanged 395
		SP:Iteration 2F (10754.780000 sec): 3 clusters
  Score: Raw -546597.032369 + Penalty 2773.758034 = -543823.274335
  nChanged 324
		SP:Iteration 3F (10754.790000 sec): 3 clusters
  Score: Raw -546865.989894 + Penalty 2773.758034 = -544092.231860
  nChanged 354
		SP:Iteration 4F (10754.800000 sec): 3 clusters
  Score: Raw -547241.471030 + Penalty 2773.758034 = -544467.712996
  nChanged 384
		SP:Iteration 5F (10754.810000 sec): 3 clusters
  Score: Raw -547717.991034 + Penalty 2773.758034 = -544944.232999
  nChanged 414
		SP:Iteration 6F (10754.830000 sec): 3 clusters
  Score: Raw -548350.667117 + Penalty 2773.758034 = -545576.909083
  nChanged 427
		SP:Iteration 7F (10754.840000 sec): 3 clusters
  Score: Raw -549007.082769 + Penalty 2773.758034 = -546233.324735
  nChanged 316
		SP:Iteration 8F (10754.850000 sec): 3 clusters
  Score: Raw -549465.946990 + Penalty 2773.758034 = -546692.188955
  nChanged 238
		SP:Iteration 9Q (10754.860000 sec): 3 clusters
  Score: Raw -549758.912611 + Penalty 2773.758034 = -546985.154577
  nChanged 153
		SP:Iteration 10Q (10754.870000 sec): 3 clusters
  Score: Raw -549977.336708 + Penalty 2773.758034 = -547203.578674
  nChanged 108
		SP:Iteration 11Q (10754.880000 sec): 3 clusters
  Score: Raw -550137.491693 + Penalty 2773.758034 = -547363.733659
  nChanged 75
		SP:Iteration 12Q (10754.890000 sec): 3 clusters
  Score: Raw -550239.851060 + Penalty 2773.758034 = -547466.093026
  nChanged 47
		SP:Iteration 13Q (10754.900000 sec): 3 clusters
  Score: Raw -550287.130852 + Penalty 2773.758034 = -547513.372818
  nChanged 26
		SP:Iteration 14Q (10754.910000 sec): 3 clusters
  Score: Raw -550302.145900 + Penalty 2773.758034 = -547528.387866
  nChanged 10
		SP:Iteration 15Q (10754.920000 sec): 3 clusters
  Score: Raw -550306.732858 + Penalty 2773.758034 = -547532.974824
  nChanged 6
		SP:Iteration 16Q (10754.930000 sec): 3 clusters
  Score: Raw -550308.285444 + Penalty 2773.758034 = -547534.527410
  nChanged 3
		SP:Iteration 17Q (10754.940000 sec): 3 clusters
  Score: Raw -550309.012581 + Penalty 2773.758034 = -547535.254547
  nChanged 0
		SP:Iteration 18F (10754.950000 sec): 3 clusters
  Score: Raw -550309.012581 + Penalty 2773.758034 = -547535.254547
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10755.010000 sec): 2 clusters
  Score: Raw -1526659.657199 + Penalty 1538.863879 = -1525120.793320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10755.040000 sec): 3 clusters
  Score: Raw -1519118.931445 + Penalty 3077.727758 = -1516041.203686
  nChanged 5630
		SP:Iteration 1F (10755.070000 sec): 3 clusters
  Score: Raw -1522087.379876 + Penalty 3077.727758 = -1519009.652118
  nChanged 724
		SP:Iteration 2F (10755.100000 sec): 3 clusters
  Score: Raw -1522338.779807 + Penalty 3077.727758 = -1519261.052048
  nChanged 598
		SP:Iteration 3Q (10755.140000 sec): 3 clusters
  Score: Raw -1522565.226298 + Penalty 3077.727758 = -1519487.498540
  nChanged 551
		SP:Iteration 4Q (10755.170000 sec): 3 clusters
  Score: Raw -1522783.573713 + Penalty 3077.727758 = -1519705.845954
  nChanged 527
		SP:Iteration 5Q (10755.200000 sec): 3 clusters
  Score: Raw -1523009.876266 + Penalty 3077.727758 = -1519932.148508
  nChanged 505
		SP:Iteration 6Q (10755.240000 sec): 3 clusters
  Score: Raw -1523239.048512 + Penalty 3077.727758 = -1520161.320754
  nChanged 463
		SP:Iteration 7Q (10755.270000 sec): 3 clusters
  Score: Raw -1523440.427346 + Penalty 3077.727758 = -1520362.699588
  nChanged 446
		SP:Iteration 8Q (10755.300000 sec): 3 clusters
  Score: Raw -1523605.016273 + Penalty 3077.727758 = -1520527.288515
  nChanged 388
		SP:Iteration 9Q (10755.330000 sec): 3 clusters
  Score: Raw -1523774.318824 + Penalty 3077.727758 = -1520696.591065
  nChanged 426
		SP:Iteration 10Q (10755.370000 sec): 3 clusters
  Score: Raw -1523976.955610 + Penalty 3077.727758 = -1520899.227851
  nChanged 453
		SP:Iteration 11Q (10755.400000 sec): 3 clusters
  Score: Raw -1524193.702801 + Penalty 3077.727758 = -1521115.975042
  nChanged 451
		SP:Iteration 12Q (10755.430000 sec): 3 clusters
  Score: Raw -1524444.573304 + Penalty 3077.727758 = -1521366.845545
  nChanged 502
		SP:Iteration 13Q (10755.470000 sec): 3 clusters
  Score: Raw -1524745.912436 + Penalty 3077.727758 = -1521668.184677
  nChanged 477
		SP:Iteration 14Q (10755.500000 sec): 3 clusters
  Score: Raw -1525041.188658 + Penalty 3077.727758 = -1521963.460899
  nChanged 472
		SP:Iteration 15Q (10755.530000 sec): 3 clusters
  Score: Raw -1525352.173822 + Penalty 3077.727758 = -1522274.446064
  nChanged 392
		SP:Iteration 16Q (10755.560000 sec): 3 clusters
  Score: Raw -1525603.589051 + Penalty 3077.727758 = -1522525.861292
  nChanged 353
		SP:Iteration 17Q (10755.590000 sec): 3 clusters
  Score: Raw -1525829.150031 + Penalty 3077.727758 = -1522751.422272
  nChanged 264
		SP:Iteration 18Q (10755.620000 sec): 3 clusters
  Score: Raw -1525991.536341 + Penalty 3077.727758 = -1522913.808583
  nChanged 207
		SP:Iteration 19Q (10755.650000 sec): 3 clusters
  Score: Raw -1526114.695077 + Penalty 3077.727758 = -1523036.967319
  nChanged 201
		SP:Iteration 20F (10755.680000 sec): 3 clusters
  Score: Raw -1526238.163296 + Penalty 3077.727758 = -1523160.435537
  nChanged 178
		SP:Iteration 21Q (10755.710000 sec): 3 clusters
  Score: Raw -1526343.097600 + Penalty 3077.727758 = -1523265.369841
  nChanged 141
		SP:Iteration 22Q (10755.740000 sec): 3 clusters
  Score: Raw -1526440.302137 + Penalty 3077.727758 = -1523362.574379
  nChanged 108
		SP:Iteration 23Q (10755.760000 sec): 3 clusters
  Score: Raw -1526504.747243 + Penalty 3077.727758 = -1523427.019485
  nChanged 89
		SP:Iteration 24Q (10755.790000 sec): 3 clusters
  Score: Raw -1526556.968654 + Penalty 3077.727758 = -1523479.240896
  nChanged 84
		SP:Iteration 25Q (10755.810000 sec): 3 clusters
  Score: Raw -1526615.851597 + Penalty 3077.727758 = -1523538.123838
  nChanged 68
		SP:Iteration 26Q (10755.840000 sec): 3 clusters
  Score: Raw -1526660.014757 + Penalty 3077.727758 = -1523582.286999
  nChanged 54
		SP:Iteration 27Q (10755.870000 sec): 3 clusters
  Score: Raw -1526689.309274 + Penalty 3077.727758 = -1523611.581516
  nChanged 49
		SP:Iteration 28Q (10755.890000 sec): 3 clusters
  Score: Raw -1526714.466303 + Penalty 3077.727758 = -1523636.738544
  nChanged 35
		SP:Iteration 29Q (10755.920000 sec): 3 clusters
  Score: Raw -1526738.889613 + Penalty 3077.727758 = -1523661.161855
  nChanged 38
		SP:Iteration 30Q (10755.950000 sec): 3 clusters
  Score: Raw -1526758.786655 + Penalty 3077.727758 = -1523681.058897
  nChanged 29
		SP:Iteration 31Q (10755.970000 sec): 3 clusters
  Score: Raw -1526773.774255 + Penalty 3077.727758 = -1523696.046497
  nChanged 18
		SP:Iteration 32Q (10755.990000 sec): 3 clusters
  Score: Raw -1526785.004547 + Penalty 3077.727758 = -1523707.276788
  nChanged 19
		SP:Iteration 33Q (10756.020000 sec): 3 clusters
  Score: Raw -1526795.836985 + Penalty 3077.727758 = -1523718.109227
  nChanged 19
		SP:Iteration 34Q (10756.040000 sec): 3 clusters
  Score: Raw -1526803.974478 + Penalty 3077.727758 = -1523726.246719
  nChanged 12
		SP:Iteration 35Q (10756.070000 sec): 3 clusters
  Score: Raw -1526811.680577 + Penalty 3077.727758 = -1523733.952819
  nChanged 17
		SP:Iteration 36Q (10756.090000 sec): 3 clusters
  Score: Raw -1526820.451714 + Penalty 3077.727758 = -1523742.723955
  nChanged 15
		SP:Iteration 37Q (10756.110000 sec): 3 clusters
  Score: Raw -1526829.503030 + Penalty 3077.727758 = -1523751.775272
  nChanged 14
		SP:Iteration 38Q (10756.140000 sec): 3 clusters
  Score: Raw -1526836.165709 + Penalty 3077.727758 = -1523758.437950
  nChanged 10
		SP:Iteration 39Q (10756.160000 sec): 3 clusters
  Score: Raw -1526840.640760 + Penalty 3077.727758 = -1523762.913002
  nChanged 6
		SP:Iteration 40F (10756.200000 sec): 3 clusters
  Score: Raw -1526843.293566 + Penalty 3077.727758 = -1523765.565808
  nChanged 8
		SP:Iteration 41Q (10756.220000 sec): 3 clusters
  Score: Raw -1526847.305151 + Penalty 3077.727758 = -1523769.577393
  nChanged 9
		SP:Iteration 42Q (10756.250000 sec): 3 clusters
  Score: Raw -1526853.138140 + Penalty 3077.727758 = -1523775.410382
  nChanged 7
		SP:Iteration 43Q (10756.270000 sec): 3 clusters
  Score: Raw -1526857.722289 + Penalty 3077.727758 = -1523779.994530
  nChanged 9
		SP:Iteration 44Q (10756.290000 sec): 3 clusters
  Score: Raw -1526862.609440 + Penalty 3077.727758 = -1523784.881682
  nChanged 5
		SP:Iteration 45Q (10756.320000 sec): 3 clusters
  Score: Raw -1526864.773298 + Penalty 3077.727758 = -1523787.045539
  nChanged 4
		SP:Iteration 46Q (10756.340000 sec): 3 clusters
  Score: Raw -1526866.660246 + Penalty 3077.727758 = -1523788.932488
  nChanged 4
		SP:Iteration 47Q (10756.370000 sec): 3 clusters
  Score: Raw -1526868.130915 + Penalty 3077.727758 = -1523790.403157
  nChanged 1
		SP:Iteration 48Q (10756.390000 sec): 3 clusters
  Score: Raw -1526868.671451 + Penalty 3077.727758 = -1523790.943693
  nChanged 0
		SP:Iteration 49F (10756.420000 sec): 3 clusters
  Score: Raw -1526868.671451 + Penalty 3077.727758 = -1523790.943693
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (168001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10756.930000 sec): 2 clusters
  Score: Raw -19362230.725536 + Penalty 1955.155347 = -19360275.570189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10757.390000 sec): 3 clusters
  Score: Raw -19251689.137383 + Penalty 3910.310693 = -19247778.826689
  nChanged 81014
		SP:Iteration 1F (10757.850000 sec): 3 clusters
  Score: Raw -19300847.115624 + Penalty 3910.310693 = -19296936.804930
  nChanged 8225
		SP:Iteration 2Q (10758.310000 sec): 3 clusters
  Score: Raw -19304582.535152 + Penalty 3910.310693 = -19300672.224459
  nChanged 10080
		SP:Iteration 3F (10758.770000 sec): 3 clusters
  Score: Raw -19310110.414229 + Penalty 3910.310693 = -19306200.103535
  nChanged 11515
		SP:Iteration 4F (10759.210000 sec): 3 clusters
  Score: Raw -19316869.990573 + Penalty 3910.310693 = -19312959.679880
  nChanged 11681
		SP:Iteration 5F (10759.670000 sec): 3 clusters
  Score: Raw -19323959.599348 + Penalty 3910.310693 = -19320049.288655
  nChanged 10813
		SP:Iteration 6F (10760.120000 sec): 3 clusters
  Score: Raw -19330933.610835 + Penalty 3910.310693 = -19327023.300142
  nChanged 9493
		SP:Iteration 7F (10760.570000 sec): 3 clusters
  Score: Raw -19338327.562827 + Penalty 3910.310693 = -19334417.252133
  nChanged 8748
		SP:Iteration 8F (10761.020000 sec): 3 clusters
  Score: Raw -19346903.346666 + Penalty 3910.310693 = -19342993.035973
  nChanged 8393
		SP:Iteration 9Q (10761.470000 sec): 3 clusters
  Score: Raw -19354933.609132 + Penalty 3910.310693 = -19351023.298439
  nChanged 6956
		SP:Iteration 10Q (10761.900000 sec): 3 clusters
  Score: Raw -19360245.392303 + Penalty 3910.310693 = -19356335.081610
  nChanged 4813
		SP:Iteration 11Q (10762.320000 sec): 3 clusters
  Score: Raw -19363201.324282 + Penalty 3910.310693 = -19359291.013588
  nChanged 3446
		SP:Iteration 12Q (10762.740000 sec): 3 clusters
  Score: Raw -19364992.211721 + Penalty 3910.310693 = -19361081.901028
  nChanged 2594
		SP:Iteration 13Q (10763.150000 sec): 3 clusters
  Score: Raw -19366078.579326 + Penalty 3910.310693 = -19362168.268632
  nChanged 2033
		SP:Iteration 14Q (10763.560000 sec): 3 clusters
  Score: Raw -19366723.530410 + Penalty 3910.310693 = -19362813.219716
  nChanged 1514
		SP:Iteration 15Q (10763.970000 sec): 3 clusters
  Score: Raw -19367109.885038 + Penalty 3910.310693 = -19363199.574344
  nChanged 1184
		SP:Iteration 16Q (10764.380000 sec): 3 clusters
  Score: Raw -19367346.116593 + Penalty 3910.310693 = -19363435.805900
  nChanged 916
		SP:Iteration 17Q (10764.790000 sec): 3 clusters
  Score: Raw -19367500.190069 + Penalty 3910.310693 = -19363589.879375
  nChanged 744
		SP:Iteration 18Q (10765.190000 sec): 3 clusters
  Score: Raw -19367615.574418 + Penalty 3910.310693 = -19363705.263725
  nChanged 653
		SP:Iteration 19Q (10765.590000 sec): 3 clusters
  Score: Raw -19367708.147217 + Penalty 3910.310693 = -19363797.836524
  nChanged 596
		SP:Iteration 20F (10766.040000 sec): 3 clusters
  Score: Raw -19367786.750271 + Penalty 3910.310693 = -19363876.439577
  nChanged 555
		SP:Iteration 21Q (10766.430000 sec): 3 clusters
  Score: Raw -19367862.884114 + Penalty 3910.310693 = -19363952.573421
  nChanged 545
		SP:Iteration 22Q (10766.830000 sec): 3 clusters
  Score: Raw -19367958.256277 + Penalty 3910.310693 = -19364047.945583
  nChanged 597
		SP:Iteration 23Q (10767.230000 sec): 3 clusters
  Score: Raw -19368091.556771 + Penalty 3910.310693 = -19364181.246077
  nChanged 710
		SP:Iteration 24Q (10767.640000 sec): 3 clusters
  Score: Raw -19368267.424121 + Penalty 3910.310693 = -19364357.113427
  nChanged 800
		SP:Iteration 25Q (10768.040000 sec): 3 clusters
  Score: Raw -19368519.706070 + Penalty 3910.310693 = -19364609.395377
  nChanged 925
		SP:Iteration 26Q (10768.440000 sec): 3 clusters
  Score: Raw -19368905.464958 + Penalty 3910.310693 = -19364995.154264
  nChanged 1166
		SP:Iteration 27Q (10768.830000 sec): 3 clusters
  Score: Raw -19369533.538282 + Penalty 3910.310693 = -19365623.227588
  nChanged 1394
		SP:Iteration 28Q (10769.220000 sec): 3 clusters
  Score: Raw -19370593.394825 + Penalty 3910.310693 = -19366683.084131
  nChanged 1697
		SP:Iteration 29Q (10769.610000 sec): 3 clusters
  Score: Raw -19372222.571192 + Penalty 3910.310693 = -19368312.260498
  nChanged 1805
		SP:Iteration 30Q (10770.000000 sec): 3 clusters
  Score: Raw -19373677.452072 + Penalty 3910.310693 = -19369767.141379
  nChanged 1591
		SP:Iteration 31Q (10770.390000 sec): 3 clusters
  Score: Raw -19374474.446533 + Penalty 3910.310693 = -19370564.135840
  nChanged 1198
		SP:Iteration 32Q (10770.770000 sec): 3 clusters
  Score: Raw -19374837.951217 + Penalty 3910.310693 = -19370927.640523
  nChanged 884
		SP:Iteration 33Q (10771.140000 sec): 3 clusters
  Score: Raw -19375022.858804 + Penalty 3910.310693 = -19371112.548111
  nChanged 633
		SP:Iteration 34Q (10771.510000 sec): 3 clusters
  Score: Raw -19375114.880360 + Penalty 3910.310693 = -19371204.569666
  nChanged 515
		SP:Iteration 35Q (10771.860000 sec): 3 clusters
  Score: Raw -19375171.728169 + Penalty 3910.310693 = -19371261.417476
  nChanged 379
		SP:Iteration 36Q (10772.220000 sec): 3 clusters
  Score: Raw -19375203.904961 + Penalty 3910.310693 = -19371293.594268
  nChanged 296
		SP:Iteration 37Q (10772.580000 sec): 3 clusters
  Score: Raw -19375222.519788 + Penalty 3910.310693 = -19371312.209095
  nChanged 213
		SP:Iteration 38Q (10772.950000 sec): 3 clusters
  Score: Raw -19375233.047802 + Penalty 3910.310693 = -19371322.737109
  nChanged 169
		SP:Iteration 39Q (10773.330000 sec): 3 clusters
  Score: Raw -19375239.758739 + Penalty 3910.310693 = -19371329.448045
  nChanged 130
		SP:Iteration 40F (10773.780000 sec): 3 clusters
  Score: Raw -19375244.366914 + Penalty 3910.310693 = -19371334.056221
  nChanged 116
		SP:Iteration 41Q (10774.150000 sec): 3 clusters
  Score: Raw -19375248.177570 + Penalty 3910.310693 = -19371337.866876
  nChanged 102
		SP:Iteration 42Q (10774.530000 sec): 3 clusters
  Score: Raw -19375251.138288 + Penalty 3910.310693 = -19371340.827595
  nChanged 74
		SP:Iteration 43Q (10774.910000 sec): 3 clusters
  Score: Raw -19375252.713203 + Penalty 3910.310693 = -19371342.402510
  nChanged 55
		SP:Iteration 44Q (10775.280000 sec): 3 clusters
  Score: Raw -19375253.712818 + Penalty 3910.310693 = -19371343.402125
  nChanged 45
		SP:Iteration 45Q (10775.660000 sec): 3 clusters
  Score: Raw -19375254.587154 + Penalty 3910.310693 = -19371344.276461
  nChanged 40
		SP:Iteration 46Q (10776.040000 sec): 3 clusters
  Score: Raw -19375255.241486 + Penalty 3910.310693 = -19371344.930792
  nChanged 30
		SP:Iteration 47Q (10776.400000 sec): 3 clusters
  Score: Raw -19375255.734413 + Penalty 3910.310693 = -19371345.423719
  nChanged 23
		SP:Iteration 48Q (10776.780000 sec): 3 clusters
  Score: Raw -19375255.986166 + Penalty 3910.310693 = -19371345.675472
  nChanged 12
		SP:Iteration 49Q (10777.160000 sec): 3 clusters
  Score: Raw -19375256.124698 + Penalty 3910.310693 = -19371345.814004
  nChanged 8
		SP:Iteration 50Q (10777.530000 sec): 3 clusters
  Score: Raw -19375256.208247 + Penalty 3910.310693 = -19371345.897553
  nChanged 8
		SP:Iteration 51Q (10777.900000 sec): 3 clusters
  Score: Raw -19375256.261967 + Penalty 3910.310693 = -19371345.951273
  nChanged 4
		SP:Iteration 52Q (10778.260000 sec): 3 clusters
  Score: Raw -19375256.303806 + Penalty 3910.310693 = -19371345.993113
  nChanged 4
		SP:Iteration 53Q (10778.620000 sec): 3 clusters
  Score: Raw -19375256.332621 + Penalty 3910.310693 = -19371346.021928
  nChanged 4
		SP:Iteration 54Q (10778.980000 sec): 3 clusters
  Score: Raw -19375256.358928 + Penalty 3910.310693 = -19371346.048234
  nChanged 3
		SP:Iteration 55Q (10779.350000 sec): 3 clusters
  Score: Raw -19375256.393483 + Penalty 3910.310693 = -19371346.082790
  nChanged 3
		SP:Iteration 56Q (10779.730000 sec): 3 clusters
  Score: Raw -19375256.429600 + Penalty 3910.310693 = -19371346.118907
  nChanged 4
		SP:Iteration 57Q (10780.100000 sec): 3 clusters
  Score: Raw -19375256.446856 + Penalty 3910.310693 = -19371346.136163
  nChanged 2
		SP:Iteration 58Q (10780.470000 sec): 3 clusters
  Score: Raw -19375256.461501 + Penalty 3910.310693 = -19371346.150807
  nChanged 2
		SP:Iteration 59Q (10780.840000 sec): 3 clusters
  Score: Raw -19375256.485280 + Penalty 3910.310693 = -19371346.174587
  nChanged 2
		SP:Iteration 60F (10781.300000 sec): 3 clusters
  Score: Raw -19375256.503464 + Penalty 3910.310693 = -19371346.192770
  nChanged 1
		SP:Iteration 61Q (10781.670000 sec): 3 clusters
  Score: Raw -19375256.519373 + Penalty 3910.310693 = -19371346.208680
  nChanged 4
		SP:Iteration 62Q (10782.050000 sec): 3 clusters
  Score: Raw -19375256.568660 + Penalty 3910.310693 = -19371346.257967
  nChanged 4
		SP:Iteration 63Q (10782.420000 sec): 3 clusters
  Score: Raw -19375256.609964 + Penalty 3910.310693 = -19371346.299271
  nChanged 5
		SP:Iteration 64Q (10782.800000 sec): 3 clusters
  Score: Raw -19375256.657058 + Penalty 3910.310693 = -19371346.346364
  nChanged 4
		SP:Iteration 65Q (10783.170000 sec): 3 clusters
  Score: Raw -19375256.705462 + Penalty 3910.310693 = -19371346.394769
  nChanged 4
		SP:Iteration 66Q (10783.550000 sec): 3 clusters
  Score: Raw -19375256.737504 + Penalty 3910.310693 = -19371346.426810
  nChanged 5
		SP:Iteration 67Q (10783.930000 sec): 3 clusters
  Score: Raw -19375256.768057 + Penalty 3910.310693 = -19371346.457364
  nChanged 4
		SP:Iteration 68Q (10784.300000 sec): 3 clusters
  Score: Raw -19375256.803294 + Penalty 3910.310693 = -19371346.492601
  nChanged 5
		SP:Iteration 69Q (10784.680000 sec): 3 clusters
  Score: Raw -19375256.845892 + Penalty 3910.310693 = -19371346.535199
  nChanged 6
		SP:Iteration 70Q (10785.060000 sec): 3 clusters
  Score: Raw -19375256.893159 + Penalty 3910.310693 = -19371346.582465
  nChanged 5
		SP:Iteration 71Q (10785.430000 sec): 3 clusters
  Score: Raw -19375256.950135 + Penalty 3910.310693 = -19371346.639442
  nChanged 6
		SP:Iteration 72Q (10785.810000 sec): 3 clusters
  Score: Raw -19375257.009637 + Penalty 3910.310693 = -19371346.698944
  nChanged 8
		SP:Iteration 73Q (10786.180000 sec): 3 clusters
  Score: Raw -19375257.071405 + Penalty 3910.310693 = -19371346.760712
  nChanged 4
		SP:Iteration 74Q (10786.550000 sec): 3 clusters
  Score: Raw -19375257.100693 + Penalty 3910.310693 = -19371346.790000
  nChanged 1
		SP:Iteration 75Q (10786.920000 sec): 3 clusters
  Score: Raw -19375257.110236 + Penalty 3910.310693 = -19371346.799542
  nChanged 1
		SP:Iteration 76Q (10787.300000 sec): 3 clusters
  Score: Raw -19375257.114634 + Penalty 3910.310693 = -19371346.803941
  nChanged 0
		SP:Iteration 77F (10787.750000 sec): 3 clusters
  Score: Raw -19375257.114634 + Penalty 3910.310693 = -19371346.803941
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10787.880000 sec): 2 clusters
  Score: Raw -2086100.795836 + Penalty 1591.933627 = -2084508.862209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10787.930000 sec): 3 clusters
  Score: Raw -2075455.047274 + Penalty 3183.867254 = -2072271.180020
  nChanged 8067
		SP:Iteration 1F (10787.980000 sec): 3 clusters
  Score: Raw -2079866.188773 + Penalty 3183.867254 = -2076682.321519
  nChanged 1078
		SP:Iteration 2F (10788.020000 sec): 3 clusters
  Score: Raw -2080383.036803 + Penalty 3183.867254 = -2077199.169549
  nChanged 1134
		SP:Iteration 3F (10788.070000 sec): 3 clusters
  Score: Raw -2081042.150687 + Penalty 3183.867254 = -2077858.283434
  nChanged 1256
		SP:Iteration 4F (10788.120000 sec): 3 clusters
  Score: Raw -2081935.216916 + Penalty 3183.867254 = -2078751.349663
  nChanged 1371
		SP:Iteration 5F (10788.160000 sec): 3 clusters
  Score: Raw -2083119.474003 + Penalty 3183.867254 = -2079935.606749
  nChanged 1313
		SP:Iteration 6F (10788.210000 sec): 3 clusters
  Score: Raw -2084370.565949 + Penalty 3183.867254 = -2081186.698696
  nChanged 1059
		SP:Iteration 7F (10788.260000 sec): 3 clusters
  Score: Raw -2085402.879941 + Penalty 3183.867254 = -2082219.012687
  nChanged 644
		SP:Iteration 8Q (10788.310000 sec): 3 clusters
  Score: Raw -2085988.923183 + Penalty 3183.867254 = -2082805.055930
  nChanged 366
		SP:Iteration 9Q (10788.360000 sec): 3 clusters
  Score: Raw -2086300.766266 + Penalty 3183.867254 = -2083116.899013
  nChanged 206
		SP:Iteration 10Q (10788.400000 sec): 3 clusters
  Score: Raw -2086472.438353 + Penalty 3183.867254 = -2083288.571100
  nChanged 136
		SP:Iteration 11Q (10788.440000 sec): 3 clusters
  Score: Raw -2086581.294878 + Penalty 3183.867254 = -2083397.427625
  nChanged 80
		SP:Iteration 12Q (10788.480000 sec): 3 clusters
  Score: Raw -2086637.023611 + Penalty 3183.867254 = -2083453.156357
  nChanged 61
		SP:Iteration 13Q (10788.520000 sec): 3 clusters
  Score: Raw -2086673.470115 + Penalty 3183.867254 = -2083489.602862
  nChanged 39
		SP:Iteration 14Q (10788.560000 sec): 3 clusters
  Score: Raw -2086694.770546 + Penalty 3183.867254 = -2083510.903292
  nChanged 30
		SP:Iteration 15Q (10788.600000 sec): 3 clusters
  Score: Raw -2086711.429103 + Penalty 3183.867254 = -2083527.561850
  nChanged 18
		SP:Iteration 16Q (10788.640000 sec): 3 clusters
  Score: Raw -2086720.623119 + Penalty 3183.867254 = -2083536.755866
  nChanged 13
		SP:Iteration 17Q (10788.680000 sec): 3 clusters
  Score: Raw -2086726.162603 + Penalty 3183.867254 = -2083542.295349
  nChanged 18
		SP:Iteration 18Q (10788.720000 sec): 3 clusters
  Score: Raw -2086732.505226 + Penalty 3183.867254 = -2083548.637973
  nChanged 7
		SP:Iteration 19Q (10788.760000 sec): 3 clusters
  Score: Raw -2086736.519841 + Penalty 3183.867254 = -2083552.652588
  nChanged 8
		SP:Iteration 20F (10788.800000 sec): 3 clusters
  Score: Raw -2086740.887234 + Penalty 3183.867254 = -2083557.019980
  nChanged 7
		SP:Iteration 21Q (10788.840000 sec): 3 clusters
  Score: Raw -2086743.614043 + Penalty 3183.867254 = -2083559.746789
  nChanged 6
		SP:Iteration 22Q (10788.880000 sec): 3 clusters
  Score: Raw -2086747.111480 + Penalty 3183.867254 = -2083563.244227
  nChanged 6
		SP:Iteration 23Q (10788.920000 sec): 3 clusters
  Score: Raw -2086748.858798 + Penalty 3183.867254 = -2083564.991545
  nChanged 3
		SP:Iteration 24Q (10788.960000 sec): 3 clusters
  Score: Raw -2086750.329556 + Penalty 3183.867254 = -2083566.462303
  nChanged 4
		SP:Iteration 25Q (10789.000000 sec): 3 clusters
  Score: Raw -2086751.844808 + Penalty 3183.867254 = -2083567.977555
  nChanged 4
		SP:Iteration 26Q (10789.030000 sec): 3 clusters
  Score: Raw -2086752.464067 + Penalty 3183.867254 = -2083568.596814
  nChanged 1
		SP:Iteration 27Q (10789.070000 sec): 3 clusters
  Score: Raw -2086752.607360 + Penalty 3183.867254 = -2083568.740107
  nChanged 0
		SP:Iteration 28F (10789.120000 sec): 3 clusters
  Score: Raw -2086752.607360 + Penalty 3183.867254 = -2083568.740107
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (7746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10789.150000 sec): 2 clusters
  Score: Raw -904225.598132 + Penalty 1455.176427 = -902770.421705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10789.170000 sec): 3 clusters
  Score: Raw -899958.603750 + Penalty 2910.352855 = -897048.250896
  nChanged 3303
		SP:Iteration 1F (10789.190000 sec): 3 clusters
  Score: Raw -901735.299716 + Penalty 2910.352855 = -898824.946861
  nChanged 455
		SP:Iteration 2F (10789.210000 sec): 3 clusters
  Score: Raw -901927.478866 + Penalty 2910.352855 = -899017.126011
  nChanged 367
		SP:Iteration 3Q (10789.230000 sec): 3 clusters
  Score: Raw -902093.943290 + Penalty 2910.352855 = -899183.590436
  nChanged 328
		SP:Iteration 4Q (10789.250000 sec): 3 clusters
  Score: Raw -902233.218414 + Penalty 2910.352855 = -899322.865560
  nChanged 292
		SP:Iteration 5Q (10789.260000 sec): 3 clusters
  Score: Raw -902345.192507 + Penalty 2910.352855 = -899434.839652
  nChanged 269
		SP:Iteration 6Q (10789.280000 sec): 3 clusters
  Score: Raw -902452.100175 + Penalty 2910.352855 = -899541.747320
  nChanged 264
		SP:Iteration 7Q (10789.300000 sec): 3 clusters
  Score: Raw -902547.510501 + Penalty 2910.352855 = -899637.157646
  nChanged 259
		SP:Iteration 8Q (10789.320000 sec): 3 clusters
  Score: Raw -902647.662316 + Penalty 2910.352855 = -899737.309462
  nChanged 236
		SP:Iteration 9Q (10789.340000 sec): 3 clusters
  Score: Raw -902740.466170 + Penalty 2910.352855 = -899830.113315
  nChanged 231
		SP:Iteration 10Q (10789.360000 sec): 3 clusters
  Score: Raw -902843.195527 + Penalty 2910.352855 = -899932.842672
  nChanged 245
		SP:Iteration 11Q (10789.380000 sec): 3 clusters
  Score: Raw -902955.546502 + Penalty 2910.352855 = -900045.193648
  nChanged 258
		SP:Iteration 12Q (10789.400000 sec): 3 clusters
  Score: Raw -903083.287369 + Penalty 2910.352855 = -900172.934515
  nChanged 278
		SP:Iteration 13Q (10789.420000 sec): 3 clusters
  Score: Raw -903236.934597 + Penalty 2910.352855 = -900326.581743
  nChanged 262
		SP:Iteration 14Q (10789.440000 sec): 3 clusters
  Score: Raw -903385.073135 + Penalty 2910.352855 = -900474.720280
  nChanged 264
		SP:Iteration 15Q (10789.460000 sec): 3 clusters
  Score: Raw -903542.822294 + Penalty 2910.352855 = -900632.469439
  nChanged 256
		SP:Iteration 16Q (10789.480000 sec): 3 clusters
  Score: Raw -903706.858422 + Penalty 2910.352855 = -900796.505567
  nChanged 230
		SP:Iteration 17Q (10789.500000 sec): 3 clusters
  Score: Raw -903865.569724 + Penalty 2910.352855 = -900955.216870
  nChanged 187
		SP:Iteration 18Q (10789.520000 sec): 3 clusters
  Score: Raw -903983.468100 + Penalty 2910.352855 = -901073.115246
  nChanged 130
		SP:Iteration 19Q (10789.540000 sec): 3 clusters
  Score: Raw -904074.495540 + Penalty 2910.352855 = -901164.142685
  nChanged 106
		SP:Iteration 20F (10789.560000 sec): 3 clusters
  Score: Raw -904142.995353 + Penalty 2910.352855 = -901232.642498
  nChanged 82
		SP:Iteration 21Q (10789.570000 sec): 3 clusters
  Score: Raw -904201.144743 + Penalty 2910.352855 = -901290.791888
  nChanged 59
		SP:Iteration 22Q (10789.590000 sec): 3 clusters
  Score: Raw -904243.509977 + Penalty 2910.352855 = -901333.157122
  nChanged 57
		SP:Iteration 23Q (10789.610000 sec): 3 clusters
  Score: Raw -904292.443049 + Penalty 2910.352855 = -901382.090194
  nChanged 45
		SP:Iteration 24Q (10789.620000 sec): 3 clusters
  Score: Raw -904327.806445 + Penalty 2910.352855 = -901417.453590
  nChanged 32
		SP:Iteration 25Q (10789.640000 sec): 3 clusters
  Score: Raw -904349.346360 + Penalty 2910.352855 = -901438.993506
  nChanged 27
		SP:Iteration 26Q (10789.660000 sec): 3 clusters
  Score: Raw -904366.808892 + Penalty 2910.352855 = -901456.456037
  nChanged 19
		SP:Iteration 27Q (10789.670000 sec): 3 clusters
  Score: Raw -904377.634063 + Penalty 2910.352855 = -901467.281208
  nChanged 9
		SP:Iteration 28Q (10789.690000 sec): 3 clusters
  Score: Raw -904385.369158 + Penalty 2910.352855 = -901475.016304
  nChanged 10
		SP:Iteration 29Q (10789.700000 sec): 3 clusters
  Score: Raw -904394.648037 + Penalty 2910.352855 = -901484.295182
  nChanged 9
		SP:Iteration 30Q (10789.720000 sec): 3 clusters
  Score: Raw -904402.076829 + Penalty 2910.352855 = -901491.723975
  nChanged 5
		SP:Iteration 31Q (10789.740000 sec): 3 clusters
  Score: Raw -904406.452887 + Penalty 2910.352855 = -901496.100032
  nChanged 7
		SP:Iteration 32Q (10789.750000 sec): 3 clusters
  Score: Raw -904412.278283 + Penalty 2910.352855 = -901501.925429
  nChanged 7
		SP:Iteration 33Q (10789.770000 sec): 3 clusters
  Score: Raw -904419.852177 + Penalty 2910.352855 = -901509.499322
  nChanged 10
		SP:Iteration 34Q (10789.780000 sec): 3 clusters
  Score: Raw -904429.210077 + Penalty 2910.352855 = -901518.857223
  nChanged 9
		SP:Iteration 35Q (10789.800000 sec): 3 clusters
  Score: Raw -904435.703017 + Penalty 2910.352855 = -901525.350162
  nChanged 6
		SP:Iteration 36Q (10789.810000 sec): 3 clusters
  Score: Raw -904441.159709 + Penalty 2910.352855 = -901530.806854
  nChanged 6
		SP:Iteration 37Q (10789.830000 sec): 3 clusters
  Score: Raw -904445.193908 + Penalty 2910.352855 = -901534.841054
  nChanged 5
		SP:Iteration 38Q (10789.840000 sec): 3 clusters
  Score: Raw -904450.261606 + Penalty 2910.352855 = -901539.908752
  nChanged 4
		SP:Iteration 39Q (10789.860000 sec): 3 clusters
  Score: Raw -904453.350501 + Penalty 2910.352855 = -901542.997646
  nChanged 1
		SP:Iteration 40F (10789.880000 sec): 3 clusters
  Score: Raw -904453.837411 + Penalty 2910.352855 = -901543.484556
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10789.910000 sec): 2 clusters
  Score: Raw -1129966.244115 + Penalty 1489.181154 = -1128477.062961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10789.930000 sec): 3 clusters
  Score: Raw -1124558.487685 + Penalty 2978.362308 = -1121580.125378
  nChanged 4077
		SP:Iteration 1F (10789.960000 sec): 3 clusters
  Score: Raw -1126807.028810 + Penalty 2978.362308 = -1123828.666502
  nChanged 635
		SP:Iteration 2F (10789.980000 sec): 3 clusters
  Score: Raw -1127106.105109 + Penalty 2978.362308 = -1124127.742801
  nChanged 554
		SP:Iteration 3F (10790.000000 sec): 3 clusters
  Score: Raw -1127405.929224 + Penalty 2978.362308 = -1124427.566916
  nChanged 595
		SP:Iteration 4F (10790.030000 sec): 3 clusters
  Score: Raw -1127742.728634 + Penalty 2978.362308 = -1124764.366326
  nChanged 571
		SP:Iteration 5F (10790.060000 sec): 3 clusters
  Score: Raw -1128098.019476 + Penalty 2978.362308 = -1125119.657169
  nChanged 581
		SP:Iteration 6F (10790.080000 sec): 3 clusters
  Score: Raw -1128508.721006 + Penalty 2978.362308 = -1125530.358698
  nChanged 546
		SP:Iteration 7F (10790.100000 sec): 3 clusters
  Score: Raw -1128931.384369 + Penalty 2978.362308 = -1125953.022062
  nChanged 465
		SP:Iteration 8Q (10790.130000 sec): 3 clusters
  Score: Raw -1129318.286219 + Penalty 2978.362308 = -1126339.923911
  nChanged 351
		SP:Iteration 9Q (10790.150000 sec): 3 clusters
  Score: Raw -1129628.351831 + Penalty 2978.362308 = -1126649.989523
  nChanged 259
		SP:Iteration 10Q (10790.170000 sec): 3 clusters
  Score: Raw -1129871.760477 + Penalty 2978.362308 = -1126893.398169
  nChanged 186
		SP:Iteration 11Q (10790.200000 sec): 3 clusters
  Score: Raw -1130032.678999 + Penalty 2978.362308 = -1127054.316691
  nChanged 128
		SP:Iteration 12Q (10790.220000 sec): 3 clusters
  Score: Raw -1130133.149086 + Penalty 2978.362308 = -1127154.786778
  nChanged 88
		SP:Iteration 13Q (10790.240000 sec): 3 clusters
  Score: Raw -1130204.647819 + Penalty 2978.362308 = -1127226.285511
  nChanged 70
		SP:Iteration 14Q (10790.260000 sec): 3 clusters
  Score: Raw -1130261.402955 + Penalty 2978.362308 = -1127283.040648
  nChanged 57
		SP:Iteration 15Q (10790.280000 sec): 3 clusters
  Score: Raw -1130317.731474 + Penalty 2978.362308 = -1127339.369166
  nChanged 46
		SP:Iteration 16Q (10790.300000 sec): 3 clusters
  Score: Raw -1130358.753821 + Penalty 2978.362308 = -1127380.391513
  nChanged 29
		SP:Iteration 17Q (10790.320000 sec): 3 clusters
  Score: Raw -1130388.443842 + Penalty 2978.362308 = -1127410.081535
  nChanged 28
		SP:Iteration 18Q (10790.340000 sec): 3 clusters
  Score: Raw -1130410.506894 + Penalty 2978.362308 = -1127432.144586
  nChanged 18
		SP:Iteration 19Q (10790.360000 sec): 3 clusters
  Score: Raw -1130428.942127 + Penalty 2978.362308 = -1127450.579820
  nChanged 20
		SP:Iteration 20F (10790.380000 sec): 3 clusters
  Score: Raw -1130444.781067 + Penalty 2978.362308 = -1127466.418759
  nChanged 17
		SP:Iteration 21Q (10790.400000 sec): 3 clusters
  Score: Raw -1130469.444091 + Penalty 2978.362308 = -1127491.081783
  nChanged 25
		SP:Iteration 22Q (10790.420000 sec): 3 clusters
  Score: Raw -1130505.145399 + Penalty 2978.362308 = -1127526.783092
  nChanged 26
		SP:Iteration 23Q (10790.440000 sec): 3 clusters
  Score: Raw -1130527.347889 + Penalty 2978.362308 = -1127548.985581
  nChanged 18
		SP:Iteration 24Q (10790.460000 sec): 3 clusters
  Score: Raw -1130544.626322 + Penalty 2978.362308 = -1127566.264014
  nChanged 11
		SP:Iteration 25Q (10790.470000 sec): 3 clusters
  Score: Raw -1130558.322453 + Penalty 2978.362308 = -1127579.960145
  nChanged 18
		SP:Iteration 26Q (10790.490000 sec): 3 clusters
  Score: Raw -1130571.155413 + Penalty 2978.362308 = -1127592.793105
  nChanged 9
		SP:Iteration 27Q (10790.510000 sec): 3 clusters
  Score: Raw -1130578.797411 + Penalty 2978.362308 = -1127600.435104
  nChanged 5
		SP:Iteration 28Q (10790.520000 sec): 3 clusters
  Score: Raw -1130581.659071 + Penalty 2978.362308 = -1127603.296763
  nChanged 7
		SP:Iteration 29Q (10790.540000 sec): 3 clusters
  Score: Raw -1130584.800516 + Penalty 2978.362308 = -1127606.438209
  nChanged 4
		SP:Iteration 30Q (10790.560000 sec): 3 clusters
  Score: Raw -1130586.430810 + Penalty 2978.362308 = -1127608.068502
  nChanged 2
		SP:Iteration 31Q (10790.580000 sec): 3 clusters
  Score: Raw -1130587.186535 + Penalty 2978.362308 = -1127608.824228
  nChanged 2
		SP:Iteration 32Q (10790.600000 sec): 3 clusters
  Score: Raw -1130587.899215 + Penalty 2978.362308 = -1127609.536908
  nChanged 1
		SP:Iteration 33Q (10790.610000 sec): 3 clusters
  Score: Raw -1130588.783651 + Penalty 2978.362308 = -1127610.421343
  nChanged 1
		SP:Iteration 34Q (10790.630000 sec): 3 clusters
  Score: Raw -1130589.684993 + Penalty 2978.362308 = -1127611.322686
  nChanged 1
		SP:Iteration 35Q (10790.650000 sec): 3 clusters
  Score: Raw -1130590.160165 + Penalty 2978.362308 = -1127611.797857
  nChanged 1
		SP:Iteration 36Q (10790.660000 sec): 3 clusters
  Score: Raw -1130591.273829 + Penalty 2978.362308 = -1127612.911522
  nChanged 0
		SP:Iteration 37F (10790.690000 sec): 3 clusters
  Score: Raw -1130591.273829 + Penalty 2978.362308 = -1127612.911522
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10790.710000 sec): 2 clusters
  Score: Raw -774590.450741 + Penalty 1431.772393 = -773158.678348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10790.730000 sec): 3 clusters
  Score: Raw -770924.553637 + Penalty 2863.544787 = -768061.008851
  nChanged 2812
		SP:Iteration 1F (10790.750000 sec): 3 clusters
  Score: Raw -772394.404358 + Penalty 2863.544787 = -769530.859572
  nChanged 455
		SP:Iteration 2F (10790.760000 sec): 3 clusters
  Score: Raw -772643.439163 + Penalty 2863.544787 = -769779.894377
  nChanged 380
		SP:Iteration 3F (10790.780000 sec): 3 clusters
  Score: Raw -772833.850342 + Penalty 2863.544787 = -769970.305555
  nChanged 321
		SP:Iteration 4Q (10790.800000 sec): 3 clusters
  Score: Raw -772984.601882 + Penalty 2863.544787 = -770121.057095
  nChanged 266
		SP:Iteration 5Q (10790.820000 sec): 3 clusters
  Score: Raw -773109.792664 + Penalty 2863.544787 = -770246.247877
  nChanged 249
		SP:Iteration 6Q (10790.830000 sec): 3 clusters
  Score: Raw -773239.048311 + Penalty 2863.544787 = -770375.503524
  nChanged 255
		SP:Iteration 7Q (10790.850000 sec): 3 clusters
  Score: Raw -773373.421413 + Penalty 2863.544787 = -770509.876626
  nChanged 244
		SP:Iteration 8Q (10790.870000 sec): 3 clusters
  Score: Raw -773477.596646 + Penalty 2863.544787 = -770614.051859
  nChanged 196
		SP:Iteration 9Q (10790.880000 sec): 3 clusters
  Score: Raw -773556.508334 + Penalty 2863.544787 = -770692.963547
  nChanged 168
		SP:Iteration 10Q (10790.900000 sec): 3 clusters
  Score: Raw -773626.373653 + Penalty 2863.544787 = -770762.828866
  nChanged 168
		SP:Iteration 11Q (10790.920000 sec): 3 clusters
  Score: Raw -773699.039376 + Penalty 2863.544787 = -770835.494589
  nChanged 161
		SP:Iteration 12Q (10790.930000 sec): 3 clusters
  Score: Raw -773772.819524 + Penalty 2863.544787 = -770909.274738
  nChanged 160
		SP:Iteration 13Q (10790.950000 sec): 3 clusters
  Score: Raw -773859.438160 + Penalty 2863.544787 = -770995.893374
  nChanged 190
		SP:Iteration 14Q (10790.970000 sec): 3 clusters
  Score: Raw -773953.510760 + Penalty 2863.544787 = -771089.965973
  nChanged 165
		SP:Iteration 15Q (10790.980000 sec): 3 clusters
  Score: Raw -774043.283764 + Penalty 2863.544787 = -771179.738978
  nChanged 157
		SP:Iteration 16Q (10791.000000 sec): 3 clusters
  Score: Raw -774128.830289 + Penalty 2863.544787 = -771265.285502
  nChanged 165
		SP:Iteration 17Q (10791.020000 sec): 3 clusters
  Score: Raw -774220.183742 + Penalty 2863.544787 = -771356.638956
  nChanged 131
		SP:Iteration 18Q (10791.030000 sec): 3 clusters
  Score: Raw -774294.910501 + Penalty 2863.544787 = -771431.365715
  nChanged 135
		SP:Iteration 19Q (10791.050000 sec): 3 clusters
  Score: Raw -774381.304795 + Penalty 2863.544787 = -771517.760008
  nChanged 131
		SP:Iteration 20F (10791.060000 sec): 3 clusters
  Score: Raw -774472.305990 + Penalty 2863.544787 = -771608.761203
  nChanged 101
		SP:Iteration 21Q (10791.080000 sec): 3 clusters
  Score: Raw -774539.918214 + Penalty 2863.544787 = -771676.373427
  nChanged 68
		SP:Iteration 22Q (10791.090000 sec): 3 clusters
  Score: Raw -774580.190187 + Penalty 2863.544787 = -771716.645400
  nChanged 46
		SP:Iteration 23Q (10791.110000 sec): 3 clusters
  Score: Raw -774613.562388 + Penalty 2863.544787 = -771750.017601
  nChanged 36
		SP:Iteration 24Q (10791.120000 sec): 3 clusters
  Score: Raw -774635.051132 + Penalty 2863.544787 = -771771.506345
  nChanged 30
		SP:Iteration 25Q (10791.140000 sec): 3 clusters
  Score: Raw -774650.560964 + Penalty 2863.544787 = -771787.016177
  nChanged 20
		SP:Iteration 26Q (10791.150000 sec): 3 clusters
  Score: Raw -774664.072225 + Penalty 2863.544787 = -771800.527438
  nChanged 16
		SP:Iteration 27Q (10791.160000 sec): 3 clusters
  Score: Raw -774676.527832 + Penalty 2863.544787 = -771812.983046
  nChanged 22
		SP:Iteration 28Q (10791.180000 sec): 3 clusters
  Score: Raw -774687.091121 + Penalty 2863.544787 = -771823.546335
  nChanged 14
		SP:Iteration 29Q (10791.190000 sec): 3 clusters
  Score: Raw -774693.883382 + Penalty 2863.544787 = -771830.338596
  nChanged 14
		SP:Iteration 30Q (10791.200000 sec): 3 clusters
  Score: Raw -774700.100541 + Penalty 2863.544787 = -771836.555754
  nChanged 16
		SP:Iteration 31Q (10791.220000 sec): 3 clusters
  Score: Raw -774705.639786 + Penalty 2863.544787 = -771842.095000
  nChanged 6
		SP:Iteration 32Q (10791.230000 sec): 3 clusters
  Score: Raw -774708.055265 + Penalty 2863.544787 = -771844.510479
  nChanged 9
		SP:Iteration 33Q (10791.250000 sec): 3 clusters
  Score: Raw -774712.579778 + Penalty 2863.544787 = -771849.034991
  nChanged 8
		SP:Iteration 34Q (10791.260000 sec): 3 clusters
  Score: Raw -774717.461076 + Penalty 2863.544787 = -771853.916290
  nChanged 9
		SP:Iteration 35Q (10791.280000 sec): 3 clusters
  Score: Raw -774722.723990 + Penalty 2863.544787 = -771859.179203
  nChanged 8
		SP:Iteration 36Q (10791.290000 sec): 3 clusters
  Score: Raw -774727.364931 + Penalty 2863.544787 = -771863.820144
  nChanged 8
		SP:Iteration 37Q (10791.300000 sec): 3 clusters
  Score: Raw -774731.794310 + Penalty 2863.544787 = -771868.249524
  nChanged 10
		SP:Iteration 38Q (10791.320000 sec): 3 clusters
  Score: Raw -774737.137545 + Penalty 2863.544787 = -771873.592758
  nChanged 9
		SP:Iteration 39Q (10791.330000 sec): 3 clusters
  Score: Raw -774742.145460 + Penalty 2863.544787 = -771878.600674
  nChanged 6
		SP:Iteration 40F (10791.350000 sec): 3 clusters
  Score: Raw -774745.549331 + Penalty 2863.544787 = -771882.004545
  nChanged 6
		SP:Iteration 41Q (10791.360000 sec): 3 clusters
  Score: Raw -774750.182329 + Penalty 2863.544787 = -771886.637543
  nChanged 4
		SP:Iteration 42Q (10791.370000 sec): 3 clusters
  Score: Raw -774753.914156 + Penalty 2863.544787 = -771890.369369
  nChanged 5
		SP:Iteration 43Q (10791.390000 sec): 3 clusters
  Score: Raw -774757.734433 + Penalty 2863.544787 = -771894.189646
  nChanged 7
		SP:Iteration 44Q (10791.400000 sec): 3 clusters
  Score: Raw -774762.681940 + Penalty 2863.544787 = -771899.137153
  nChanged 5
		SP:Iteration 45Q (10791.410000 sec): 3 clusters
  Score: Raw -774765.884267 + Penalty 2863.544787 = -771902.339480
  nChanged 5
		SP:Iteration 46Q (10791.430000 sec): 3 clusters
  Score: Raw -774769.246266 + Penalty 2863.544787 = -771905.701479
  nChanged 4
		SP:Iteration 47Q (10791.440000 sec): 3 clusters
  Score: Raw -774772.245811 + Penalty 2863.544787 = -771908.701024
  nChanged 5
		SP:Iteration 48Q (10791.450000 sec): 3 clusters
  Score: Raw -774775.559918 + Penalty 2863.544787 = -771912.015131
  nChanged 2
		SP:Iteration 49Q (10791.470000 sec): 3 clusters
  Score: Raw -774776.741809 + Penalty 2863.544787 = -771913.197022
  nChanged 1
		SP:Iteration 50Q (10791.480000 sec): 3 clusters
  Score: Raw -774777.057260 + Penalty 2863.544787 = -771913.512473
  nChanged 0
		SP:Iteration 51F (10791.500000 sec): 3 clusters
  Score: Raw -774777.057260 + Penalty 2863.544787 = -771913.512473
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (3038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10791.510000 sec): 2 clusters
  Score: Raw -274541.686693 + Penalty 1303.080136 = -273238.606557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10791.520000 sec): 3 clusters
  Score: Raw -273518.295281 + Penalty 2606.160272 = -270912.135009
  nChanged 1248
		SP:Iteration 1F (10791.530000 sec): 3 clusters
  Score: Raw -278048.664175 + Penalty 2606.160272 = -275442.503903
  nChanged 598
		SP:Iteration 2F (10791.540000 sec): 3 clusters
  Score: Raw -280137.997417 + Penalty 2606.160272 = -277531.837145
  nChanged 260
		SP:Iteration 3F (10791.540000 sec): 3 clusters
  Score: Raw -280799.673953 + Penalty 2606.160272 = -278193.513681
  nChanged 110
		SP:Iteration 4Q (10791.550000 sec): 3 clusters
  Score: Raw -281177.673194 + Penalty 2606.160272 = -278571.512922
  nChanged 54
		SP:Iteration 5Q (10791.550000 sec): 3 clusters
  Score: Raw -281373.968807 + Penalty 2606.160272 = -278767.808535
  nChanged 40
		SP:Iteration 6Q (10791.560000 sec): 3 clusters
  Score: Raw -281625.763258 + Penalty 2606.160272 = -279019.602986
  nChanged 26
		SP:Iteration 7Q (10791.560000 sec): 3 clusters
  Score: Raw -281703.432204 + Penalty 2606.160272 = -279097.271932
  nChanged 16
		SP:Iteration 8Q (10791.570000 sec): 3 clusters
  Score: Raw -281733.730466 + Penalty 2606.160272 = -279127.570194
  nChanged 14
		SP:Iteration 9Q (10791.580000 sec): 3 clusters
  Score: Raw -281759.408540 + Penalty 2606.160272 = -279153.248268
  nChanged 6
		SP:Iteration 10Q (10791.580000 sec): 3 clusters
  Score: Raw -281807.306696 + Penalty 2606.160272 = -279201.146424
  nChanged 8
		SP:Iteration 11Q (10791.590000 sec): 3 clusters
  Score: Raw -281841.940127 + Penalty 2606.160272 = -279235.779855
  nChanged 8
		SP:Iteration 12Q (10791.590000 sec): 3 clusters
  Score: Raw -281896.516710 + Penalty 2606.160272 = -279290.356438
  nChanged 6
		SP:Iteration 13Q (10791.600000 sec): 3 clusters
  Score: Raw -281920.696860 + Penalty 2606.160272 = -279314.536588
  nChanged 6
		SP:Iteration 14Q (10791.600000 sec): 3 clusters
  Score: Raw -281954.176274 + Penalty 2606.160272 = -279348.016002
  nChanged 3
		SP:Iteration 15Q (10791.610000 sec): 3 clusters
  Score: Raw -281967.048702 + Penalty 2606.160272 = -279360.888430
  nChanged 3
		SP:Iteration 16Q (10791.610000 sec): 3 clusters
  Score: Raw -281973.895631 + Penalty 2606.160272 = -279367.735359
  nChanged 1
		SP:Iteration 17Q (10791.620000 sec): 3 clusters
  Score: Raw -281974.466091 + Penalty 2606.160272 = -279368.305819
  nChanged 0
		SP:Iteration 18F (10791.630000 sec): 3 clusters
  Score: Raw -281978.369212 + Penalty 2606.160272 = -279372.208940
  nChanged 3
		SP:Iteration 19Q (10791.630000 sec): 3 clusters
  Score: Raw -282023.474021 + Penalty 2606.160272 = -279417.313749
  nChanged 6
		SP:Iteration 20F (10791.640000 sec): 3 clusters
  Score: Raw -282055.167127 + Penalty 2606.160272 = -279449.006855
  nChanged 7
		SP:Iteration 21Q (10791.640000 sec): 3 clusters
  Score: Raw -282064.062513 + Penalty 2606.160272 = -279457.902240
  nChanged 4
		SP:Iteration 22Q (10791.650000 sec): 3 clusters
  Score: Raw -282066.374907 + Penalty 2606.160272 = -279460.214635
  nChanged 1
		SP:Iteration 23Q (10791.660000 sec): 3 clusters
  Score: Raw -282066.992593 + Penalty 2606.160272 = -279460.832321
  nChanged 1
		SP:Iteration 24Q (10791.660000 sec): 3 clusters
  Score: Raw -282067.570154 + Penalty 2606.160272 = -279461.409882
  nChanged 0
		SP:Iteration 25F (10791.670000 sec): 3 clusters
  Score: Raw -282067.570154 + Penalty 2606.160272 = -279461.409882
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (354004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10792.800000 sec): 2 clusters
  Score: Raw -41142805.442883 + Penalty 2076.272817 = -41140729.170065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10793.770000 sec): 3 clusters
  Score: Raw -40905495.759606 + Penalty 4152.545635 = -40901343.213971
  nChanged 173130
		SP:Iteration 1F (10794.730000 sec): 3 clusters
  Score: Raw -41010788.782944 + Penalty 4152.545635 = -41006636.237310
  nChanged 12958
		SP:Iteration 2Q (10795.720000 sec): 3 clusters
  Score: Raw -41015389.195647 + Penalty 4152.545635 = -41011236.650012
  nChanged 17110
		SP:Iteration 3Q (10796.690000 sec): 3 clusters
  Score: Raw -41023919.877035 + Penalty 4152.545635 = -41019767.331400
  nChanged 22321
		SP:Iteration 4F (10797.640000 sec): 3 clusters
  Score: Raw -41039073.004184 + Penalty 4152.545635 = -41034920.458549
  nChanged 26757
		SP:Iteration 5F (10798.600000 sec): 3 clusters
  Score: Raw -41061187.773254 + Penalty 4152.545635 = -41057035.227619
  nChanged 27209
		SP:Iteration 6F (10799.550000 sec): 3 clusters
  Score: Raw -41086026.051156 + Penalty 4152.545635 = -41081873.505521
  nChanged 22461
		SP:Iteration 7F (10800.500000 sec): 3 clusters
  Score: Raw -41106713.421943 + Penalty 4152.545635 = -41102560.876308
  nChanged 15668
		SP:Iteration 8Q (10801.380000 sec): 3 clusters
  Score: Raw -41120518.724621 + Penalty 4152.545635 = -41116366.178986
  nChanged 10487
		SP:Iteration 9Q (10802.210000 sec): 3 clusters
  Score: Raw -41129356.128034 + Penalty 4152.545635 = -41125203.582399
  nChanged 6872
		SP:Iteration 10Q (10802.990000 sec): 3 clusters
  Score: Raw -41134925.943258 + Penalty 4152.545635 = -41130773.397624
  nChanged 4561
		SP:Iteration 11Q (10803.730000 sec): 3 clusters
  Score: Raw -41138552.228438 + Penalty 4152.545635 = -41134399.682804
  nChanged 2860
		SP:Iteration 12Q (10804.440000 sec): 3 clusters
  Score: Raw -41140862.599812 + Penalty 4152.545635 = -41136710.054178
  nChanged 1701
		SP:Iteration 13Q (10805.140000 sec): 3 clusters
  Score: Raw -41142286.971057 + Penalty 4152.545635 = -41138134.425422
  nChanged 1085
		SP:Iteration 14Q (10805.830000 sec): 3 clusters
  Score: Raw -41143138.321759 + Penalty 4152.545635 = -41138985.776124
  nChanged 765
		SP:Iteration 15Q (10806.510000 sec): 3 clusters
  Score: Raw -41143665.220575 + Penalty 4152.545635 = -41139512.674940
  nChanged 569
		SP:Iteration 16Q (10807.190000 sec): 3 clusters
  Score: Raw -41144002.520557 + Penalty 4152.545635 = -41139849.974922
  nChanged 482
		SP:Iteration 17Q (10807.870000 sec): 3 clusters
  Score: Raw -41144260.695723 + Penalty 4152.545635 = -41140108.150088
  nChanged 439
		SP:Iteration 18Q (10808.540000 sec): 3 clusters
  Score: Raw -41144450.759766 + Penalty 4152.545635 = -41140298.214131
  nChanged 351
		SP:Iteration 19Q (10809.210000 sec): 3 clusters
  Score: Raw -41144587.607542 + Penalty 4152.545635 = -41140435.061907
  nChanged 332
		SP:Iteration 20F (10810.160000 sec): 3 clusters
  Score: Raw -41144748.566362 + Penalty 4152.545635 = -41140596.020727
  nChanged 345
		SP:Iteration 21Q (10810.840000 sec): 3 clusters
  Score: Raw -41144905.100134 + Penalty 4152.545635 = -41140752.554499
  nChanged 361
		SP:Iteration 22Q (10811.520000 sec): 3 clusters
  Score: Raw -41145050.203267 + Penalty 4152.545635 = -41140897.657632
  nChanged 342
		SP:Iteration 23Q (10812.200000 sec): 3 clusters
  Score: Raw -41145189.404085 + Penalty 4152.545635 = -41141036.858450
  nChanged 354
		SP:Iteration 24Q (10812.880000 sec): 3 clusters
  Score: Raw -41145320.920065 + Penalty 4152.545635 = -41141168.374431
  nChanged 351
		SP:Iteration 25Q (10813.570000 sec): 3 clusters
  Score: Raw -41145427.657539 + Penalty 4152.545635 = -41141275.111904
  nChanged 294
		SP:Iteration 26Q (10814.250000 sec): 3 clusters
  Score: Raw -41145507.108289 + Penalty 4152.545635 = -41141354.562654
  nChanged 299
		SP:Iteration 27Q (10814.920000 sec): 3 clusters
  Score: Raw -41145585.069605 + Penalty 4152.545635 = -41141432.523970
  nChanged 280
		SP:Iteration 28Q (10815.590000 sec): 3 clusters
  Score: Raw -41145649.284270 + Penalty 4152.545635 = -41141496.738635
  nChanged 275
		SP:Iteration 29Q (10816.270000 sec): 3 clusters
  Score: Raw -41145709.494857 + Penalty 4152.545635 = -41141556.949222
  nChanged 241
		SP:Iteration 30Q (10816.950000 sec): 3 clusters
  Score: Raw -41145762.492354 + Penalty 4152.545635 = -41141609.946719
  nChanged 217
		SP:Iteration 31Q (10817.620000 sec): 3 clusters
  Score: Raw -41145812.584655 + Penalty 4152.545635 = -41141660.039020
  nChanged 213
		SP:Iteration 32Q (10818.290000 sec): 3 clusters
  Score: Raw -41145864.974917 + Penalty 4152.545635 = -41141712.429282
  nChanged 223
		SP:Iteration 33Q (10818.960000 sec): 3 clusters
  Score: Raw -41145922.132682 + Penalty 4152.545635 = -41141769.587047
  nChanged 227
		SP:Iteration 34Q (10819.630000 sec): 3 clusters
  Score: Raw -41145982.774330 + Penalty 4152.545635 = -41141830.228695
  nChanged 224
		SP:Iteration 35Q (10820.310000 sec): 3 clusters
  Score: Raw -41146038.354374 + Penalty 4152.545635 = -41141885.808739
  nChanged 241
		SP:Iteration 36Q (10820.980000 sec): 3 clusters
  Score: Raw -41146093.362052 + Penalty 4152.545635 = -41141940.816417
  nChanged 206
		SP:Iteration 37Q (10821.660000 sec): 3 clusters
  Score: Raw -41146133.176398 + Penalty 4152.545635 = -41141980.630763
  nChanged 176
		SP:Iteration 38Q (10822.340000 sec): 3 clusters
  Score: Raw -41146159.869506 + Penalty 4152.545635 = -41142007.323871
  nChanged 141
		SP:Iteration 39Q (10823.010000 sec): 3 clusters
  Score: Raw -41146181.523000 + Penalty 4152.545635 = -41142028.977365
  nChanged 136
		SP:Iteration 40F (10823.950000 sec): 3 clusters
  Score: Raw -41146268.793067 + Penalty 4152.545635 = -41142116.247433
  nChanged 231
		SP:Iteration 41Q (10824.640000 sec): 3 clusters
  Score: Raw -41146320.312589 + Penalty 4152.545635 = -41142167.766954
  nChanged 191
		SP:Iteration 42Q (10825.330000 sec): 3 clusters
  Score: Raw -41146349.516064 + Penalty 4152.545635 = -41142196.970429
  nChanged 154
		SP:Iteration 43Q (10826.010000 sec): 3 clusters
  Score: Raw -41146366.431404 + Penalty 4152.545635 = -41142213.885769
  nChanged 109
		SP:Iteration 44Q (10826.700000 sec): 3 clusters
  Score: Raw -41146378.002468 + Penalty 4152.545635 = -41142225.456834
  nChanged 97
		SP:Iteration 45Q (10827.390000 sec): 3 clusters
  Score: Raw -41146389.231475 + Penalty 4152.545635 = -41142236.685841
  nChanged 111
		SP:Iteration 46Q (10828.070000 sec): 3 clusters
  Score: Raw -41146402.172688 + Penalty 4152.545635 = -41142249.627053
  nChanged 108
		SP:Iteration 47Q (10828.760000 sec): 3 clusters
  Score: Raw -41146413.048338 + Penalty 4152.545635 = -41142260.502703
  nChanged 95
		SP:Iteration 48Q (10829.440000 sec): 3 clusters
  Score: Raw -41146420.659252 + Penalty 4152.545635 = -41142268.113617
  nChanged 75
		SP:Iteration 49Q (10830.120000 sec): 3 clusters
  Score: Raw -41146426.274483 + Penalty 4152.545635 = -41142273.728848
  nChanged 65
		SP:Iteration 50Q (10830.800000 sec): 3 clusters
  Score: Raw -41146431.121087 + Penalty 4152.545635 = -41142278.575452
  nChanged 61
		SP:Iteration 51Q (10831.480000 sec): 3 clusters
  Score: Raw -41146435.591804 + Penalty 4152.545635 = -41142283.046169
  nChanged 56
		SP:Iteration 52Q (10832.150000 sec): 3 clusters
  Score: Raw -41146439.586465 + Penalty 4152.545635 = -41142287.040830
  nChanged 52
		SP:Iteration 53Q (10832.850000 sec): 3 clusters
  Score: Raw -41146444.320215 + Penalty 4152.545635 = -41142291.774581
  nChanged 54
		SP:Iteration 54Q (10833.540000 sec): 3 clusters
  Score: Raw -41146449.255826 + Penalty 4152.545635 = -41142296.710191
  nChanged 47
		SP:Iteration 55Q (10834.220000 sec): 3 clusters
  Score: Raw -41146452.812073 + Penalty 4152.545635 = -41142300.266439
  nChanged 34
		SP:Iteration 56Q (10834.920000 sec): 3 clusters
  Score: Raw -41146455.008369 + Penalty 4152.545635 = -41142302.462734
  nChanged 33
		SP:Iteration 57Q (10835.640000 sec): 3 clusters
  Score: Raw -41146456.801556 + Penalty 4152.545635 = -41142304.255921
  nChanged 24
		SP:Iteration 58Q (10836.300000 sec): 3 clusters
  Score: Raw -41146458.420646 + Penalty 4152.545635 = -41142305.875012
  nChanged 32
		SP:Iteration 59Q (10836.990000 sec): 3 clusters
  Score: Raw -41146460.022150 + Penalty 4152.545635 = -41142307.476516
  nChanged 30
		SP:Iteration 60F (10837.930000 sec): 3 clusters
  Score: Raw -41146461.330435 + Penalty 4152.545635 = -41142308.784800
  nChanged 16
		SP:Iteration 61Q (10838.620000 sec): 3 clusters
  Score: Raw -41146462.169978 + Penalty 4152.545635 = -41142309.624343
  nChanged 19
		SP:Iteration 62Q (10839.300000 sec): 3 clusters
  Score: Raw -41146463.399175 + Penalty 4152.545635 = -41142310.853540
  nChanged 30
		SP:Iteration 63Q (10839.980000 sec): 3 clusters
  Score: Raw -41146465.296027 + Penalty 4152.545635 = -41142312.750392
  nChanged 31
		SP:Iteration 64Q (10840.660000 sec): 3 clusters
  Score: Raw -41146467.043335 + Penalty 4152.545635 = -41142314.497700
  nChanged 28
		SP:Iteration 65Q (10841.340000 sec): 3 clusters
  Score: Raw -41146468.693398 + Penalty 4152.545635 = -41142316.147764
  nChanged 32
		SP:Iteration 66Q (10842.020000 sec): 3 clusters
  Score: Raw -41146470.287820 + Penalty 4152.545635 = -41142317.742186
  nChanged 31
		SP:Iteration 67Q (10842.710000 sec): 3 clusters
  Score: Raw -41146472.145449 + Penalty 4152.545635 = -41142319.599814
  nChanged 33
		SP:Iteration 68Q (10843.390000 sec): 3 clusters
  Score: Raw -41146473.814622 + Penalty 4152.545635 = -41142321.268987
  nChanged 28
		SP:Iteration 69Q (10844.070000 sec): 3 clusters
  Score: Raw -41146475.563065 + Penalty 4152.545635 = -41142323.017430
  nChanged 33
		SP:Iteration 70Q (10844.760000 sec): 3 clusters
  Score: Raw -41146477.516017 + Penalty 4152.545635 = -41142324.970382
  nChanged 29
		SP:Iteration 71Q (10845.440000 sec): 3 clusters
  Score: Raw -41146479.284810 + Penalty 4152.545635 = -41142326.739176
  nChanged 32
		SP:Iteration 72Q (10846.120000 sec): 3 clusters
  Score: Raw -41146481.622792 + Penalty 4152.545635 = -41142329.077157
  nChanged 33
		SP:Iteration 73Q (10846.810000 sec): 3 clusters
  Score: Raw -41146484.129841 + Penalty 4152.545635 = -41142331.584206
  nChanged 42
		SP:Iteration 74Q (10847.490000 sec): 3 clusters
  Score: Raw -41146486.928761 + Penalty 4152.545635 = -41142334.383126
  nChanged 31
		SP:Iteration 75Q (10848.170000 sec): 3 clusters
  Score: Raw -41146488.648606 + Penalty 4152.545635 = -41142336.102971
  nChanged 32
		SP:Iteration 76Q (10848.860000 sec): 3 clusters
  Score: Raw -41146490.492069 + Penalty 4152.545635 = -41142337.946434
  nChanged 28
		SP:Iteration 77Q (10849.540000 sec): 3 clusters
  Score: Raw -41146491.989219 + Penalty 4152.545635 = -41142339.443584
  nChanged 27
		SP:Iteration 78Q (10850.220000 sec): 3 clusters
  Score: Raw -41146494.015460 + Penalty 4152.545635 = -41142341.469825
  nChanged 35
		SP:Iteration 79Q (10850.910000 sec): 3 clusters
  Score: Raw -41146496.140263 + Penalty 4152.545635 = -41142343.594628
  nChanged 39
		SP:Iteration 80F (10851.840000 sec): 3 clusters
  Score: Raw -41146498.347658 + Penalty 4152.545635 = -41142345.802023
  nChanged 32
		SP:Iteration 81Q (10852.520000 sec): 3 clusters
  Score: Raw -41146499.848413 + Penalty 4152.545635 = -41142347.302779
  nChanged 25
		SP:Iteration 82Q (10853.200000 sec): 3 clusters
  Score: Raw -41146501.423665 + Penalty 4152.545635 = -41142348.878031
  nChanged 27
		SP:Iteration 83Q (10853.880000 sec): 3 clusters
  Score: Raw -41146503.008369 + Penalty 4152.545635 = -41142350.462735
  nChanged 30
		SP:Iteration 84Q (10854.580000 sec): 3 clusters
  Score: Raw -41146504.483347 + Penalty 4152.545635 = -41142351.937712
  nChanged 25
		SP:Iteration 85Q (10855.260000 sec): 3 clusters
  Score: Raw -41146505.758927 + Penalty 4152.545635 = -41142353.213293
  nChanged 23
		SP:Iteration 86Q (10855.940000 sec): 3 clusters
  Score: Raw -41146506.949363 + Penalty 4152.545635 = -41142354.403729
  nChanged 15
		SP:Iteration 87Q (10856.620000 sec): 3 clusters
  Score: Raw -41146507.556584 + Penalty 4152.545635 = -41142355.010949
  nChanged 9
		SP:Iteration 88Q (10857.310000 sec): 3 clusters
  Score: Raw -41146508.066939 + Penalty 4152.545635 = -41142355.521305
  nChanged 13
		SP:Iteration 89Q (10857.990000 sec): 3 clusters
  Score: Raw -41146508.813836 + Penalty 4152.545635 = -41142356.268201
  nChanged 11
		SP:Iteration 90Q (10858.680000 sec): 3 clusters
  Score: Raw -41146509.278899 + Penalty 4152.545635 = -41142356.733264
  nChanged 12
		SP:Iteration 91Q (10859.360000 sec): 3 clusters
  Score: Raw -41146509.860555 + Penalty 4152.545635 = -41142357.314921
  nChanged 9
		SP:Iteration 92Q (10860.050000 sec): 3 clusters
  Score: Raw -41146510.222798 + Penalty 4152.545635 = -41142357.677163
  nChanged 9
		SP:Iteration 93Q (10860.730000 sec): 3 clusters
  Score: Raw -41146510.450673 + Penalty 4152.545635 = -41142357.905038
  nChanged 5
		SP:Iteration 94Q (10861.400000 sec): 3 clusters
  Score: Raw -41146510.631816 + Penalty 4152.545635 = -41142358.086181
  nChanged 5
		SP:Iteration 95Q (10862.050000 sec): 3 clusters
  Score: Raw -41146510.787562 + Penalty 4152.545635 = -41142358.241927
  nChanged 1
		SP:Iteration 96Q (10862.720000 sec): 3 clusters
  Score: Raw -41146510.832646 + Penalty 4152.545635 = -41142358.287012
  nChanged 2
		SP:Iteration 97Q (10863.470000 sec): 3 clusters
  Score: Raw -41146510.893752 + Penalty 4152.545635 = -41142358.348117
  nChanged 3
		SP:Iteration 98Q (10864.150000 sec): 3 clusters
  Score: Raw -41146510.997737 + Penalty 4152.545635 = -41142358.452102
  nChanged 3
		SP:Iteration 99Q (10864.840000 sec): 3 clusters
  Score: Raw -41146511.109505 + Penalty 4152.545635 = -41142358.563870
  nChanged 3
		SP:Iteration 100F (10865.770000 sec): 3 clusters
  Score: Raw -41146511.177677 + Penalty 4152.545635 = -41142358.632042
  nChanged 5
		SP:Iteration 101Q (10866.450000 sec): 3 clusters
  Score: Raw -41146511.392330 + Penalty 4152.545635 = -41142358.846695
  nChanged 7
		SP:Iteration 102Q (10867.140000 sec): 3 clusters
  Score: Raw -41146511.639365 + Penalty 4152.545635 = -41142359.093730
  nChanged 5
		SP:Iteration 103Q (10867.820000 sec): 3 clusters
  Score: Raw -41146511.778088 + Penalty 4152.545635 = -41142359.232453
  nChanged 3
		SP:Iteration 104Q (10868.470000 sec): 3 clusters
  Score: Raw -41146511.830430 + Penalty 4152.545635 = -41142359.284795
  nChanged 3
		SP:Iteration 105Q (10869.120000 sec): 3 clusters
  Score: Raw -41146512.008997 + Penalty 4152.545635 = -41142359.463362
  nChanged 7
		SP:Iteration 106Q (10869.770000 sec): 3 clusters
  Score: Raw -41146512.314673 + Penalty 4152.545635 = -41142359.769038
  nChanged 6
		SP:Iteration 107Q (10870.420000 sec): 3 clusters
  Score: Raw -41146512.487493 + Penalty 4152.545635 = -41142359.941858
  nChanged 6
		SP:Iteration 108Q (10871.090000 sec): 3 clusters
  Score: Raw -41146512.616224 + Penalty 4152.545635 = -41142360.070589
  nChanged 3
		SP:Iteration 109Q (10871.760000 sec): 3 clusters
  Score: Raw -41146512.707722 + Penalty 4152.545635 = -41142360.162087
  nChanged 3
		SP:Iteration 110Q (10872.440000 sec): 3 clusters
  Score: Raw -41146512.832774 + Penalty 4152.545635 = -41142360.287140
  nChanged 6
		SP:Iteration 111Q (10873.120000 sec): 3 clusters
  Score: Raw -41146512.991575 + Penalty 4152.545635 = -41142360.445941
  nChanged 5
		SP:Iteration 112Q (10873.810000 sec): 3 clusters
  Score: Raw -41146513.118956 + Penalty 4152.545635 = -41142360.573321
  nChanged 7
		SP:Iteration 113Q (10874.490000 sec): 3 clusters
  Score: Raw -41146513.369941 + Penalty 4152.545635 = -41142360.824306
  nChanged 11
		SP:Iteration 114Q (10875.170000 sec): 3 clusters
  Score: Raw -41146513.820131 + Penalty 4152.545635 = -41142361.274496
  nChanged 8
		SP:Iteration 115Q (10875.860000 sec): 3 clusters
  Score: Raw -41146514.078591 + Penalty 4152.545635 = -41142361.532956
  nChanged 5
		SP:Iteration 116Q (10876.550000 sec): 3 clusters
  Score: Raw -41146514.357092 + Penalty 4152.545635 = -41142361.811457
  nChanged 7
		SP:Iteration 117Q (10877.230000 sec): 3 clusters
  Score: Raw -41146514.766583 + Penalty 4152.545635 = -41142362.220948
  nChanged 8
		SP:Iteration 118Q (10877.910000 sec): 3 clusters
  Score: Raw -41146515.198606 + Penalty 4152.545635 = -41142362.652971
  nChanged 11
		SP:Iteration 119Q (10878.600000 sec): 3 clusters
  Score: Raw -41146515.763688 + Penalty 4152.545635 = -41142363.218053
  nChanged 14
		SP:Iteration 120F (10879.530000 sec): 3 clusters
  Score: Raw -41146516.260141 + Penalty 4152.545635 = -41142363.714506
  nChanged 10
		SP:Iteration 121Q (10880.220000 sec): 3 clusters
  Score: Raw -41146516.722438 + Penalty 4152.545635 = -41142364.176803
  nChanged 10
		SP:Iteration 122Q (10880.910000 sec): 3 clusters
  Score: Raw -41146517.161601 + Penalty 4152.545635 = -41142364.615967
  nChanged 14
		SP:Iteration 123Q (10881.590000 sec): 3 clusters
  Score: Raw -41146517.741044 + Penalty 4152.545635 = -41142365.195410
  nChanged 13
		SP:Iteration 124Q (10882.270000 sec): 3 clusters
  Score: Raw -41146518.302263 + Penalty 4152.545635 = -41142365.756628
  nChanged 12
		SP:Iteration 125Q (10882.960000 sec): 3 clusters
  Score: Raw -41146518.735000 + Penalty 4152.545635 = -41142366.189366
  nChanged 11
		SP:Iteration 126Q (10883.640000 sec): 3 clusters
  Score: Raw -41146519.177488 + Penalty 4152.545635 = -41142366.631853
  nChanged 13
		SP:Iteration 127Q (10884.330000 sec): 3 clusters
  Score: Raw -41146519.674337 + Penalty 4152.545635 = -41142367.128703
  nChanged 16
		SP:Iteration 128Q (10885.010000 sec): 3 clusters
  Score: Raw -41146520.776649 + Penalty 4152.545635 = -41142368.231015
  nChanged 23
		SP:Iteration 129Q (10885.690000 sec): 3 clusters
  Score: Raw -41146521.982244 + Penalty 4152.545635 = -41142369.436609
  nChanged 20
		SP:Iteration 130Q (10886.380000 sec): 3 clusters
  Score: Raw -41146523.094897 + Penalty 4152.545635 = -41142370.549262
  nChanged 25
		SP:Iteration 131Q (10887.070000 sec): 3 clusters
  Score: Raw -41146524.193265 + Penalty 4152.545635 = -41142371.647630
  nChanged 27
		SP:Iteration 132Q (10887.750000 sec): 3 clusters
  Score: Raw -41146525.250302 + Penalty 4152.545635 = -41142372.704668
  nChanged 17
		SP:Iteration 133Q (10888.440000 sec): 3 clusters
  Score: Raw -41146525.839696 + Penalty 4152.545635 = -41142373.294061
  nChanged 14
		SP:Iteration 134Q (10889.120000 sec): 3 clusters
  Score: Raw -41146526.349959 + Penalty 4152.545635 = -41142373.804325
  nChanged 10
		SP:Iteration 135Q (10889.810000 sec): 3 clusters
  Score: Raw -41146526.837227 + Penalty 4152.545635 = -41142374.291593
  nChanged 10
		SP:Iteration 136Q (10890.490000 sec): 3 clusters
  Score: Raw -41146527.395250 + Penalty 4152.545635 = -41142374.849615
  nChanged 14
		SP:Iteration 137Q (10891.180000 sec): 3 clusters
  Score: Raw -41146528.241780 + Penalty 4152.545635 = -41142375.696145
  nChanged 17
		SP:Iteration 138Q (10891.860000 sec): 3 clusters
  Score: Raw -41146528.910492 + Penalty 4152.545635 = -41142376.364857
  nChanged 11
		SP:Iteration 139Q (10892.550000 sec): 3 clusters
  Score: Raw -41146529.290597 + Penalty 4152.545635 = -41142376.744962
  nChanged 8
		SP:Iteration 140F (10893.480000 sec): 3 clusters
  Score: Raw -41146529.603115 + Penalty 4152.545635 = -41142377.057480
  nChanged 5
		SP:Iteration 141Q (10894.170000 sec): 3 clusters
  Score: Raw -41146529.733275 + Penalty 4152.545635 = -41142377.187640
  nChanged 4
		SP:Iteration 142Q (10894.860000 sec): 3 clusters
  Score: Raw -41146529.893541 + Penalty 4152.545635 = -41142377.347906
  nChanged 6
		SP:Iteration 143Q (10895.530000 sec): 3 clusters
  Score: Raw -41146530.184950 + Penalty 4152.545635 = -41142377.639315
  nChanged 9
		SP:Iteration 144Q (10896.190000 sec): 3 clusters
  Score: Raw -41146530.565727 + Penalty 4152.545635 = -41142378.020092
  nChanged 10
		SP:Iteration 145Q (10896.860000 sec): 3 clusters
  Score: Raw -41146530.990165 + Penalty 4152.545635 = -41142378.444530
  nChanged 6
		SP:Iteration 146Q (10897.550000 sec): 3 clusters
  Score: Raw -41146531.198004 + Penalty 4152.545635 = -41142378.652370
  nChanged 5
		SP:Iteration 147Q (10898.270000 sec): 3 clusters
  Score: Raw -41146531.346359 + Penalty 4152.545635 = -41142378.800724
  nChanged 5
		SP:Iteration 148Q (10898.950000 sec): 3 clusters
  Score: Raw -41146531.474931 + Penalty 4152.545635 = -41142378.929297
  nChanged 7
		SP:Iteration 149Q (10899.640000 sec): 3 clusters
  Score: Raw -41146531.725307 + Penalty 4152.545635 = -41142379.179673
  nChanged 7
		SP:Iteration 150Q (10900.320000 sec): 3 clusters
  Score: Raw -41146531.871362 + Penalty 4152.545635 = -41142379.325728
  nChanged 2
		SP:Iteration 151Q (10901.000000 sec): 3 clusters
  Score: Raw -41146531.900976 + Penalty 4152.545635 = -41142379.355341
  nChanged 2
		SP:Iteration 152Q (10901.690000 sec): 3 clusters
  Score: Raw -41146531.931304 + Penalty 4152.545635 = -41142379.385669
  nChanged 0
		SP:Iteration 153F (10902.620000 sec): 3 clusters
  Score: Raw -41146531.931304 + Penalty 4152.545635 = -41142379.385669
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (8475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10902.830000 sec): 2 clusters
  Score: Raw -926332.431774 + Penalty 1469.792339 = -924862.639435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10902.850000 sec): 3 clusters
  Score: Raw -921683.119945 + Penalty 2939.584678 = -918743.535267
  nChanged 3605
		SP:Iteration 1F (10902.870000 sec): 3 clusters
  Score: Raw -923929.096259 + Penalty 2939.584678 = -920989.511581
  nChanged 730
		SP:Iteration 2F (10902.900000 sec): 3 clusters
  Score: Raw -924681.039232 + Penalty 2939.584678 = -921741.454554
  nChanged 745
		SP:Iteration 3F (10902.920000 sec): 3 clusters
  Score: Raw -925561.507468 + Penalty 2939.584678 = -922621.922790
  nChanged 713
		SP:Iteration 4F (10902.940000 sec): 3 clusters
  Score: Raw -926267.835162 + Penalty 2939.584678 = -923328.250484
  nChanged 553
		SP:Iteration 5F (10902.960000 sec): 3 clusters
  Score: Raw -926701.474419 + Penalty 2939.584678 = -923761.889741
  nChanged 419
		SP:Iteration 6Q (10902.980000 sec): 3 clusters
  Score: Raw -926925.392105 + Penalty 2939.584678 = -923985.807427
  nChanged 267
		SP:Iteration 7Q (10903.000000 sec): 3 clusters
  Score: Raw -927025.883063 + Penalty 2939.584678 = -924086.298385
  nChanged 184
		SP:Iteration 8Q (10903.020000 sec): 3 clusters
  Score: Raw -927086.297404 + Penalty 2939.584678 = -924146.712726
  nChanged 137
		SP:Iteration 9Q (10903.040000 sec): 3 clusters
  Score: Raw -927127.645121 + Penalty 2939.584678 = -924188.060443
  nChanged 102
		SP:Iteration 10Q (10903.060000 sec): 3 clusters
  Score: Raw -927154.370633 + Penalty 2939.584678 = -924214.785955
  nChanged 87
		SP:Iteration 11Q (10903.080000 sec): 3 clusters
  Score: Raw -927175.226251 + Penalty 2939.584678 = -924235.641573
  nChanged 67
		SP:Iteration 12Q (10903.100000 sec): 3 clusters
  Score: Raw -927192.212163 + Penalty 2939.584678 = -924252.627485
  nChanged 49
		SP:Iteration 13Q (10903.120000 sec): 3 clusters
  Score: Raw -927204.059510 + Penalty 2939.584678 = -924264.474832
  nChanged 53
		SP:Iteration 14Q (10903.140000 sec): 3 clusters
  Score: Raw -927214.250331 + Penalty 2939.584678 = -924274.665653
  nChanged 43
		SP:Iteration 15Q (10903.160000 sec): 3 clusters
  Score: Raw -927224.290201 + Penalty 2939.584678 = -924284.705523
  nChanged 32
		SP:Iteration 16Q (10903.180000 sec): 3 clusters
  Score: Raw -927232.220387 + Penalty 2939.584678 = -924292.635710
  nChanged 33
		SP:Iteration 17Q (10903.200000 sec): 3 clusters
  Score: Raw -927238.912001 + Penalty 2939.584678 = -924299.327323
  nChanged 29
		SP:Iteration 18Q (10903.220000 sec): 3 clusters
  Score: Raw -927243.590097 + Penalty 2939.584678 = -924304.005419
  nChanged 28
		SP:Iteration 19Q (10903.240000 sec): 3 clusters
  Score: Raw -927248.573608 + Penalty 2939.584678 = -924308.988930
  nChanged 20
		SP:Iteration 20F (10903.270000 sec): 3 clusters
  Score: Raw -927253.329735 + Penalty 2939.584678 = -924313.745057
  nChanged 17
		SP:Iteration 21Q (10903.290000 sec): 3 clusters
  Score: Raw -927256.522212 + Penalty 2939.584678 = -924316.937534
  nChanged 22
		SP:Iteration 22Q (10903.310000 sec): 3 clusters
  Score: Raw -927260.602504 + Penalty 2939.584678 = -924321.017826
  nChanged 27
		SP:Iteration 23Q (10903.330000 sec): 3 clusters
  Score: Raw -927265.952003 + Penalty 2939.584678 = -924326.367325
  nChanged 26
		SP:Iteration 24Q (10903.350000 sec): 3 clusters
  Score: Raw -927269.940906 + Penalty 2939.584678 = -924330.356228
  nChanged 20
		SP:Iteration 25Q (10903.370000 sec): 3 clusters
  Score: Raw -927272.233752 + Penalty 2939.584678 = -924332.649074
  nChanged 17
		SP:Iteration 26Q (10903.390000 sec): 3 clusters
  Score: Raw -927274.379282 + Penalty 2939.584678 = -924334.794604
  nChanged 15
		SP:Iteration 27Q (10903.410000 sec): 3 clusters
  Score: Raw -927276.802423 + Penalty 2939.584678 = -924337.217745
  nChanged 15
		SP:Iteration 28Q (10903.430000 sec): 3 clusters
  Score: Raw -927278.824579 + Penalty 2939.584678 = -924339.239901
  nChanged 13
		SP:Iteration 29Q (10903.450000 sec): 3 clusters
  Score: Raw -927280.910999 + Penalty 2939.584678 = -924341.326321
  nChanged 13
		SP:Iteration 30Q (10903.470000 sec): 3 clusters
  Score: Raw -927282.386700 + Penalty 2939.584678 = -924342.802022
  nChanged 13
		SP:Iteration 31Q (10903.490000 sec): 3 clusters
  Score: Raw -927284.445651 + Penalty 2939.584678 = -924344.860973
  nChanged 14
		SP:Iteration 32Q (10903.510000 sec): 3 clusters
  Score: Raw -927287.004624 + Penalty 2939.584678 = -924347.419946
  nChanged 16
		SP:Iteration 33Q (10903.530000 sec): 3 clusters
  Score: Raw -927289.445199 + Penalty 2939.584678 = -924349.860521
  nChanged 16
		SP:Iteration 34Q (10903.550000 sec): 3 clusters
  Score: Raw -927292.540707 + Penalty 2939.584678 = -924352.956029
  nChanged 13
		SP:Iteration 35Q (10903.570000 sec): 3 clusters
  Score: Raw -927294.201582 + Penalty 2939.584678 = -924354.616904
  nChanged 12
		SP:Iteration 36Q (10903.590000 sec): 3 clusters
  Score: Raw -927295.526777 + Penalty 2939.584678 = -924355.942099
  nChanged 11
		SP:Iteration 37Q (10903.610000 sec): 3 clusters
  Score: Raw -927297.100986 + Penalty 2939.584678 = -924357.516308
  nChanged 6
		SP:Iteration 38Q (10903.630000 sec): 3 clusters
  Score: Raw -927297.622318 + Penalty 2939.584678 = -924358.037640
  nChanged 5
		SP:Iteration 39Q (10903.650000 sec): 3 clusters
  Score: Raw -927298.057769 + Penalty 2939.584678 = -924358.473091
  nChanged 5
		SP:Iteration 40F (10903.670000 sec): 3 clusters
  Score: Raw -927298.584504 + Penalty 2939.584678 = -924358.999826
  nChanged 5
		SP:Iteration 41Q (10903.700000 sec): 3 clusters
  Score: Raw -927299.217620 + Penalty 2939.584678 = -924359.632942
  nChanged 4
		SP:Iteration 42Q (10903.720000 sec): 3 clusters
  Score: Raw -927299.523698 + Penalty 2939.584678 = -924359.939020
  nChanged 1
		SP:Iteration 43Q (10903.730000 sec): 3 clusters
  Score: Raw -927299.593816 + Penalty 2939.584678 = -924360.009138
  nChanged 1
		SP:Iteration 44Q (10903.750000 sec): 3 clusters
  Score: Raw -927299.703457 + Penalty 2939.584678 = -924360.118779
  nChanged 1
		SP:Iteration 45Q (10903.770000 sec): 3 clusters
  Score: Raw -927299.746894 + Penalty 2939.584678 = -924360.162216
  nChanged 0
		SP:Iteration 46F (10903.800000 sec): 3 clusters
  Score: Raw -927299.746894 + Penalty 2939.584678 = -924360.162216
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (11960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10903.830000 sec): 2 clusters
  Score: Raw -1305639.313081 + Penalty 1525.764992 = -1304113.548089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10903.860000 sec): 3 clusters
  Score: Raw -1298717.907654 + Penalty 3051.529984 = -1295666.377670
  nChanged 5346
		SP:Iteration 1F (10903.890000 sec): 3 clusters
  Score: Raw -1302173.760635 + Penalty 3051.529984 = -1299122.230651
  nChanged 1252
		SP:Iteration 2F (10903.920000 sec): 3 clusters
  Score: Raw -1303675.385193 + Penalty 3051.529984 = -1300623.855209
  nChanged 1399
		SP:Iteration 3F (10903.950000 sec): 3 clusters
  Score: Raw -1305605.801799 + Penalty 3051.529984 = -1302554.271816
  nChanged 1190
		SP:Iteration 4F (10903.980000 sec): 3 clusters
  Score: Raw -1307147.020733 + Penalty 3051.529984 = -1304095.490749
  nChanged 815
		SP:Iteration 5F (10904.020000 sec): 3 clusters
  Score: Raw -1307809.652738 + Penalty 3051.529984 = -1304758.122754
  nChanged 412
		SP:Iteration 6Q (10904.040000 sec): 3 clusters
  Score: Raw -1307998.894138 + Penalty 3051.529984 = -1304947.364154
  nChanged 215
		SP:Iteration 7Q (10904.080000 sec): 3 clusters
  Score: Raw -1308082.379001 + Penalty 3051.529984 = -1305030.849017
  nChanged 134
		SP:Iteration 8Q (10904.100000 sec): 3 clusters
  Score: Raw -1308131.709514 + Penalty 3051.529984 = -1305080.179530
  nChanged 103
		SP:Iteration 9Q (10904.130000 sec): 3 clusters
  Score: Raw -1308176.783173 + Penalty 3051.529984 = -1305125.253189
  nChanged 97
		SP:Iteration 10Q (10904.160000 sec): 3 clusters
  Score: Raw -1308213.599138 + Penalty 3051.529984 = -1305162.069154
  nChanged 66
		SP:Iteration 11Q (10904.190000 sec): 3 clusters
  Score: Raw -1308242.738811 + Penalty 3051.529984 = -1305191.208827
  nChanged 74
		SP:Iteration 12Q (10904.220000 sec): 3 clusters
  Score: Raw -1308272.127754 + Penalty 3051.529984 = -1305220.597770
  nChanged 55
		SP:Iteration 13Q (10904.250000 sec): 3 clusters
  Score: Raw -1308293.907505 + Penalty 3051.529984 = -1305242.377521
  nChanged 56
		SP:Iteration 14Q (10904.280000 sec): 3 clusters
  Score: Raw -1308322.214734 + Penalty 3051.529984 = -1305270.684750
  nChanged 60
		SP:Iteration 15Q (10904.310000 sec): 3 clusters
  Score: Raw -1308354.782982 + Penalty 3051.529984 = -1305303.252998
  nChanged 47
		SP:Iteration 16Q (10904.340000 sec): 3 clusters
  Score: Raw -1308372.362543 + Penalty 3051.529984 = -1305320.832559
  nChanged 47
		SP:Iteration 17Q (10904.370000 sec): 3 clusters
  Score: Raw -1308385.839201 + Penalty 3051.529984 = -1305334.309218
  nChanged 39
		SP:Iteration 18Q (10904.400000 sec): 3 clusters
  Score: Raw -1308397.546320 + Penalty 3051.529984 = -1305346.016336
  nChanged 34
		SP:Iteration 19Q (10904.420000 sec): 3 clusters
  Score: Raw -1308406.905412 + Penalty 3051.529984 = -1305355.375429
  nChanged 26
		SP:Iteration 20F (10904.460000 sec): 3 clusters
  Score: Raw -1308414.524561 + Penalty 3051.529984 = -1305362.994578
  nChanged 28
		SP:Iteration 21Q (10904.480000 sec): 3 clusters
  Score: Raw -1308425.362207 + Penalty 3051.529984 = -1305373.832223
  nChanged 35
		SP:Iteration 22Q (10904.520000 sec): 3 clusters
  Score: Raw -1308438.447405 + Penalty 3051.529984 = -1305386.917421
  nChanged 32
		SP:Iteration 23Q (10904.540000 sec): 3 clusters
  Score: Raw -1308449.516870 + Penalty 3051.529984 = -1305397.986886
  nChanged 32
		SP:Iteration 24Q (10904.570000 sec): 3 clusters
  Score: Raw -1308457.443466 + Penalty 3051.529984 = -1305405.913482
  nChanged 34
		SP:Iteration 25Q (10904.600000 sec): 3 clusters
  Score: Raw -1308466.677123 + Penalty 3051.529984 = -1305415.147139
  nChanged 37
		SP:Iteration 26Q (10904.630000 sec): 3 clusters
  Score: Raw -1308475.779827 + Penalty 3051.529984 = -1305424.249843
  nChanged 35
		SP:Iteration 27Q (10904.660000 sec): 3 clusters
  Score: Raw -1308483.615043 + Penalty 3051.529984 = -1305432.085059
  nChanged 28
		SP:Iteration 28Q (10904.690000 sec): 3 clusters
  Score: Raw -1308489.380429 + Penalty 3051.529984 = -1305437.850445
  nChanged 21
		SP:Iteration 29Q (10904.720000 sec): 3 clusters
  Score: Raw -1308493.889731 + Penalty 3051.529984 = -1305442.359747
  nChanged 17
		SP:Iteration 30Q (10904.740000 sec): 3 clusters
  Score: Raw -1308497.481226 + Penalty 3051.529984 = -1305445.951242
  nChanged 21
		SP:Iteration 31Q (10904.770000 sec): 3 clusters
  Score: Raw -1308500.847100 + Penalty 3051.529984 = -1305449.317116
  nChanged 13
		SP:Iteration 32Q (10904.800000 sec): 3 clusters
  Score: Raw -1308504.206945 + Penalty 3051.529984 = -1305452.676961
  nChanged 11
		SP:Iteration 33Q (10904.830000 sec): 3 clusters
  Score: Raw -1308506.319240 + Penalty 3051.529984 = -1305454.789256
  nChanged 7
		SP:Iteration 34Q (10904.860000 sec): 3 clusters
  Score: Raw -1308507.536192 + Penalty 3051.529984 = -1305456.006208
  nChanged 4
		SP:Iteration 35Q (10904.890000 sec): 3 clusters
  Score: Raw -1308508.048723 + Penalty 3051.529984 = -1305456.518739
  nChanged 3
		SP:Iteration 36Q (10904.920000 sec): 3 clusters
  Score: Raw -1308508.633600 + Penalty 3051.529984 = -1305457.103616
  nChanged 5
		SP:Iteration 37Q (10904.950000 sec): 3 clusters
  Score: Raw -1308509.215608 + Penalty 3051.529984 = -1305457.685624
  nChanged 3
		SP:Iteration 38Q (10904.980000 sec): 3 clusters
  Score: Raw -1308509.520234 + Penalty 3051.529984 = -1305457.990250
  nChanged 0
		SP:Iteration 39F (10905.010000 sec): 3 clusters
  Score: Raw -1308509.520234 + Penalty 3051.529984 = -1305457.990250
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (3524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10905.030000 sec): 2 clusters
  Score: Raw -377130.908047 + Penalty 1327.194698 = -375803.713349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10905.040000 sec): 3 clusters
  Score: Raw -375490.564634 + Penalty 2654.389396 = -372836.175238
  nChanged 1386
		SP:Iteration 1F (10905.050000 sec): 3 clusters
  Score: Raw -376673.492290 + Penalty 2654.389396 = -374019.102895
  nChanged 433
		SP:Iteration 2F (10905.060000 sec): 3 clusters
  Score: Raw -377547.725068 + Penalty 2654.389396 = -374893.335672
  nChanged 411
		SP:Iteration 3F (10905.070000 sec): 3 clusters
  Score: Raw -378453.271690 + Penalty 2654.389396 = -375798.882294
  nChanged 328
		SP:Iteration 4F (10905.070000 sec): 3 clusters
  Score: Raw -379056.089369 + Penalty 2654.389396 = -376401.699973
  nChanged 174
		SP:Iteration 5Q (10905.080000 sec): 3 clusters
  Score: Raw -379483.639132 + Penalty 2654.389396 = -376829.249736
  nChanged 125
		SP:Iteration 6Q (10905.090000 sec): 3 clusters
  Score: Raw -379779.439835 + Penalty 2654.389396 = -377125.050440
  nChanged 77
		SP:Iteration 7Q (10905.100000 sec): 3 clusters
  Score: Raw -379927.615598 + Penalty 2654.389396 = -377273.226202
  nChanged 73
		SP:Iteration 8Q (10905.100000 sec): 3 clusters
  Score: Raw -380049.818865 + Penalty 2654.389396 = -377395.429469
  nChanged 64
		SP:Iteration 9Q (10905.110000 sec): 3 clusters
  Score: Raw -380139.744464 + Penalty 2654.389396 = -377485.355068
  nChanged 36
		SP:Iteration 10Q (10905.120000 sec): 3 clusters
  Score: Raw -380178.601001 + Penalty 2654.389396 = -377524.211605
  nChanged 19
		SP:Iteration 11Q (10905.120000 sec): 3 clusters
  Score: Raw -380189.490102 + Penalty 2654.389396 = -377535.100706
  nChanged 5
		SP:Iteration 12Q (10905.130000 sec): 3 clusters
  Score: Raw -380191.782477 + Penalty 2654.389396 = -377537.393081
  nChanged 0
		SP:Iteration 13F (10905.140000 sec): 3 clusters
  Score: Raw -380191.974447 + Penalty 2654.389396 = -377537.585051
  nChanged 1
		SP:Iteration 14Q (10905.150000 sec): 3 clusters
  Score: Raw -380193.592265 + Penalty 2654.389396 = -377539.202869
  nChanged 2
		SP:Iteration 15Q (10905.150000 sec): 3 clusters
  Score: Raw -380194.089417 + Penalty 2654.389396 = -377539.700022
  nChanged 3
		SP:Iteration 16Q (10905.160000 sec): 3 clusters
  Score: Raw -380195.384002 + Penalty 2654.389396 = -377540.994607
  nChanged 1
		SP:Iteration 17Q (10905.160000 sec): 3 clusters
  Score: Raw -380196.222100 + Penalty 2654.389396 = -377541.832704
  nChanged 2
		SP:Iteration 18Q (10905.170000 sec): 3 clusters
  Score: Raw -380196.648337 + Penalty 2654.389396 = -377542.258941
  nChanged 0
		SP:Iteration 19F (10905.180000 sec): 3 clusters
  Score: Raw -380196.648337 + Penalty 2654.389396 = -377542.258941
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (63416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10905.380000 sec): 2 clusters
  Score: Raw -7405128.437972 + Penalty 1796.839115 = -7403331.598857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10905.550000 sec): 3 clusters
  Score: Raw -7364825.162108 + Penalty 3593.678229 = -7361231.483879
  nChanged 29908
		SP:Iteration 1F (10905.730000 sec): 3 clusters
  Score: Raw -7382268.461149 + Penalty 3593.678229 = -7378674.782920
  nChanged 2931
		SP:Iteration 2Q (10905.900000 sec): 3 clusters
  Score: Raw -7383548.171678 + Penalty 3593.678229 = -7379954.493449
  nChanged 3306
		SP:Iteration 3F (10906.070000 sec): 3 clusters
  Score: Raw -7385243.523211 + Penalty 3593.678229 = -7381649.844982
  nChanged 3692
		SP:Iteration 4F (10906.240000 sec): 3 clusters
  Score: Raw -7387518.861248 + Penalty 3593.678229 = -7383925.183018
  nChanged 4071
		SP:Iteration 5F (10906.410000 sec): 3 clusters
  Score: Raw -7390318.755478 + Penalty 3593.678229 = -7386725.077249
  nChanged 4073
		SP:Iteration 6F (10906.580000 sec): 3 clusters
  Score: Raw -7393185.489670 + Penalty 3593.678229 = -7389591.811441
  nChanged 3749
		SP:Iteration 7F (10906.750000 sec): 3 clusters
  Score: Raw -7395939.616741 + Penalty 3593.678229 = -7392345.938511
  nChanged 3133
		SP:Iteration 8Q (10906.910000 sec): 3 clusters
  Score: Raw -7398281.880136 + Penalty 3593.678229 = -7394688.201907
  nChanged 2682
		SP:Iteration 9Q (10907.080000 sec): 3 clusters
  Score: Raw -7400251.551587 + Penalty 3593.678229 = -7396657.873358
  nChanged 2187
		SP:Iteration 10Q (10907.240000 sec): 3 clusters
  Score: Raw -7401716.989919 + Penalty 3593.678229 = -7398123.311689
  nChanged 1739
		SP:Iteration 11Q (10907.400000 sec): 3 clusters
  Score: Raw -7402755.678848 + Penalty 3593.678229 = -7399162.000619
  nChanged 1486
		SP:Iteration 12Q (10907.550000 sec): 3 clusters
  Score: Raw -7403545.069636 + Penalty 3593.678229 = -7399951.391407
  nChanged 1249
		SP:Iteration 13Q (10907.700000 sec): 3 clusters
  Score: Raw -7404174.055116 + Penalty 3593.678229 = -7400580.376887
  nChanged 1104
		SP:Iteration 14Q (10907.850000 sec): 3 clusters
  Score: Raw -7404713.678463 + Penalty 3593.678229 = -7401120.000234
  nChanged 990
		SP:Iteration 15Q (10907.990000 sec): 3 clusters
  Score: Raw -7405289.449847 + Penalty 3593.678229 = -7401695.771618
  nChanged 883
		SP:Iteration 16Q (10908.140000 sec): 3 clusters
  Score: Raw -7406015.051866 + Penalty 3593.678229 = -7402421.373636
  nChanged 757
		SP:Iteration 17Q (10908.280000 sec): 3 clusters
  Score: Raw -7406828.900373 + Penalty 3593.678229 = -7403235.222143
  nChanged 589
		SP:Iteration 18Q (10908.420000 sec): 3 clusters
  Score: Raw -7407195.576994 + Penalty 3593.678229 = -7403601.898765
  nChanged 420
		SP:Iteration 19Q (10908.560000 sec): 3 clusters
  Score: Raw -7407340.128464 + Penalty 3593.678229 = -7403746.450235
  nChanged 343
		SP:Iteration 20F (10908.730000 sec): 3 clusters
  Score: Raw -7407445.406364 + Penalty 3593.678229 = -7403851.728135
  nChanged 293
		SP:Iteration 21Q (10908.870000 sec): 3 clusters
  Score: Raw -7407529.567662 + Penalty 3593.678229 = -7403935.889432
  nChanged 253
		SP:Iteration 22Q (10909.010000 sec): 3 clusters
  Score: Raw -7407594.565675 + Penalty 3593.678229 = -7404000.887445
  nChanged 203
		SP:Iteration 23Q (10909.140000 sec): 3 clusters
  Score: Raw -7407647.367549 + Penalty 3593.678229 = -7404053.689319
  nChanged 169
		SP:Iteration 24Q (10909.280000 sec): 3 clusters
  Score: Raw -7407686.284231 + Penalty 3593.678229 = -7404092.606001
  nChanged 173
		SP:Iteration 25Q (10909.420000 sec): 3 clusters
  Score: Raw -7407722.478129 + Penalty 3593.678229 = -7404128.799900
  nChanged 133
		SP:Iteration 26Q (10909.550000 sec): 3 clusters
  Score: Raw -7407747.551821 + Penalty 3593.678229 = -7404153.873592
  nChanged 110
		SP:Iteration 27Q (10909.690000 sec): 3 clusters
  Score: Raw -7407766.919947 + Penalty 3593.678229 = -7404173.241718
  nChanged 96
		SP:Iteration 28Q (10909.830000 sec): 3 clusters
  Score: Raw -7407781.527986 + Penalty 3593.678229 = -7404187.849757
  nChanged 91
		SP:Iteration 29Q (10909.970000 sec): 3 clusters
  Score: Raw -7407795.173375 + Penalty 3593.678229 = -7404201.495146
  nChanged 87
		SP:Iteration 30Q (10910.100000 sec): 3 clusters
  Score: Raw -7407806.752950 + Penalty 3593.678229 = -7404213.074720
  nChanged 72
		SP:Iteration 31Q (10910.240000 sec): 3 clusters
  Score: Raw -7407817.404774 + Penalty 3593.678229 = -7404223.726544
  nChanged 66
		SP:Iteration 32Q (10910.370000 sec): 3 clusters
  Score: Raw -7407827.089192 + Penalty 3593.678229 = -7404233.410963
  nChanged 79
		SP:Iteration 33Q (10910.510000 sec): 3 clusters
  Score: Raw -7407836.970330 + Penalty 3593.678229 = -7404243.292100
  nChanged 57
		SP:Iteration 34Q (10910.640000 sec): 3 clusters
  Score: Raw -7407843.423862 + Penalty 3593.678229 = -7404249.745633
  nChanged 44
		SP:Iteration 35Q (10910.770000 sec): 3 clusters
  Score: Raw -7407848.002506 + Penalty 3593.678229 = -7404254.324277
  nChanged 32
		SP:Iteration 36Q (10910.910000 sec): 3 clusters
  Score: Raw -7407850.770195 + Penalty 3593.678229 = -7404257.091966
  nChanged 26
		SP:Iteration 37Q (10911.040000 sec): 3 clusters
  Score: Raw -7407852.626887 + Penalty 3593.678229 = -7404258.948658
  nChanged 17
		SP:Iteration 38Q (10911.180000 sec): 3 clusters
  Score: Raw -7407854.234994 + Penalty 3593.678229 = -7404260.556765
  nChanged 16
		SP:Iteration 39Q (10911.310000 sec): 3 clusters
  Score: Raw -7407855.721462 + Penalty 3593.678229 = -7404262.043233
  nChanged 17
		SP:Iteration 40F (10911.480000 sec): 3 clusters
  Score: Raw -7407857.080350 + Penalty 3593.678229 = -7404263.402120
  nChanged 16
		SP:Iteration 41Q (10911.620000 sec): 3 clusters
  Score: Raw -7407857.816512 + Penalty 3593.678229 = -7404264.138283
  nChanged 9
		SP:Iteration 42Q (10911.750000 sec): 3 clusters
  Score: Raw -7407858.385028 + Penalty 3593.678229 = -7404264.706799
  nChanged 9
		SP:Iteration 43Q (10911.880000 sec): 3 clusters
  Score: Raw -7407859.081329 + Penalty 3593.678229 = -7404265.403100
  nChanged 10
		SP:Iteration 44Q (10912.020000 sec): 3 clusters
  Score: Raw -7407859.664892 + Penalty 3593.678229 = -7404265.986663
  nChanged 7
		SP:Iteration 45Q (10912.150000 sec): 3 clusters
  Score: Raw -7407860.037414 + Penalty 3593.678229 = -7404266.359185
  nChanged 4
		SP:Iteration 46Q (10912.280000 sec): 3 clusters
  Score: Raw -7407860.254446 + Penalty 3593.678229 = -7404266.576217
  nChanged 8
		SP:Iteration 47Q (10912.420000 sec): 3 clusters
  Score: Raw -7407860.602448 + Penalty 3593.678229 = -7404266.924219
  nChanged 1
		SP:Iteration 48Q (10912.550000 sec): 3 clusters
  Score: Raw -7407860.682623 + Penalty 3593.678229 = -7404267.004394
  nChanged 1
		SP:Iteration 49Q (10912.690000 sec): 3 clusters
  Score: Raw -7407860.874030 + Penalty 3593.678229 = -7404267.195801
  nChanged 2
		SP:Iteration 50Q (10912.820000 sec): 3 clusters
  Score: Raw -7407861.016726 + Penalty 3593.678229 = -7404267.338496
  nChanged 4
		SP:Iteration 51Q (10912.950000 sec): 3 clusters
  Score: Raw -7407861.185477 + Penalty 3593.678229 = -7404267.507247
  nChanged 0
		SP:Iteration 52F (10913.130000 sec): 3 clusters
  Score: Raw -7407861.185477 + Penalty 3593.678229 = -7404267.507247
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (4714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10913.180000 sec): 2 clusters
  Score: Raw -537190.011685 + Penalty 1374.472464 = -535815.539222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10913.190000 sec): 3 clusters
  Score: Raw -534782.255771 + Penalty 2748.944927 = -532033.310844
  nChanged 1930
		SP:Iteration 1F (10913.200000 sec): 3 clusters
  Score: Raw -536082.107399 + Penalty 2748.944927 = -533333.162472
  nChanged 484
		SP:Iteration 2F (10913.210000 sec): 3 clusters
  Score: Raw -536612.622233 + Penalty 2748.944927 = -533863.677306
  nChanged 458
		SP:Iteration 3F (10913.230000 sec): 3 clusters
  Score: Raw -537134.763014 + Penalty 2748.944927 = -534385.818087
  nChanged 382
		SP:Iteration 4F (10913.230000 sec): 3 clusters
  Score: Raw -537509.207535 + Penalty 2748.944927 = -534760.262608
  nChanged 266
		SP:Iteration 5F (10913.250000 sec): 3 clusters
  Score: Raw -537698.778520 + Penalty 2748.944927 = -534949.833593
  nChanged 153
		SP:Iteration 6Q (10913.260000 sec): 3 clusters
  Score: Raw -537784.128884 + Penalty 2748.944927 = -535035.183956
  nChanged 109
		SP:Iteration 7Q (10913.270000 sec): 3 clusters
  Score: Raw -537836.090740 + Penalty 2748.944927 = -535087.145813
  nChanged 80
		SP:Iteration 8Q (10913.280000 sec): 3 clusters
  Score: Raw -537870.350009 + Penalty 2748.944927 = -535121.405082
  nChanged 58
		SP:Iteration 9Q (10913.290000 sec): 3 clusters
  Score: Raw -537899.070731 + Penalty 2748.944927 = -535150.125803
  nChanged 57
		SP:Iteration 10Q (10913.310000 sec): 3 clusters
  Score: Raw -537926.082015 + Penalty 2748.944927 = -535177.137088
  nChanged 50
		SP:Iteration 11Q (10913.320000 sec): 3 clusters
  Score: Raw -537949.629613 + Penalty 2748.944927 = -535200.684686
  nChanged 47
		SP:Iteration 12Q (10913.330000 sec): 3 clusters
  Score: Raw -537969.195545 + Penalty 2748.944927 = -535220.250618
  nChanged 37
		SP:Iteration 13Q (10913.340000 sec): 3 clusters
  Score: Raw -537985.276504 + Penalty 2748.944927 = -535236.331576
  nChanged 34
		SP:Iteration 14Q (10913.350000 sec): 3 clusters
  Score: Raw -538000.039437 + Penalty 2748.944927 = -535251.094510
  nChanged 27
		SP:Iteration 15Q (10913.360000 sec): 3 clusters
  Score: Raw -538012.583604 + Penalty 2748.944927 = -535263.638677
  nChanged 20
		SP:Iteration 16Q (10913.370000 sec): 3 clusters
  Score: Raw -538020.910864 + Penalty 2748.944927 = -535271.965937
  nChanged 19
		SP:Iteration 17Q (10913.390000 sec): 3 clusters
  Score: Raw -538029.988625 + Penalty 2748.944927 = -535281.043698
  nChanged 18
		SP:Iteration 18Q (10913.390000 sec): 3 clusters
  Score: Raw -538039.923585 + Penalty 2748.944927 = -535290.978658
  nChanged 23
		SP:Iteration 19Q (10913.410000 sec): 3 clusters
  Score: Raw -538050.979826 + Penalty 2748.944927 = -535302.034899
  nChanged 32
		SP:Iteration 20F (10913.420000 sec): 3 clusters
  Score: Raw -538068.965749 + Penalty 2748.944927 = -535320.020822
  nChanged 31
		SP:Iteration 21Q (10913.430000 sec): 3 clusters
  Score: Raw -538090.145450 + Penalty 2748.944927 = -535341.200523
  nChanged 37
		SP:Iteration 22Q (10913.440000 sec): 3 clusters
  Score: Raw -538118.187725 + Penalty 2748.944927 = -535369.242798
  nChanged 52
		SP:Iteration 23Q (10913.450000 sec): 3 clusters
  Score: Raw -538158.346732 + Penalty 2748.944927 = -535409.401805
  nChanged 51
		SP:Iteration 24Q (10913.470000 sec): 3 clusters
  Score: Raw -538199.591021 + Penalty 2748.944927 = -535450.646094
  nChanged 50
		SP:Iteration 25Q (10913.470000 sec): 3 clusters
  Score: Raw -538237.367713 + Penalty 2748.944927 = -535488.422786
  nChanged 44
		SP:Iteration 26Q (10913.490000 sec): 3 clusters
  Score: Raw -538261.755101 + Penalty 2748.944927 = -535512.810173
  nChanged 41
		SP:Iteration 27Q (10913.500000 sec): 3 clusters
  Score: Raw -538281.617531 + Penalty 2748.944927 = -535532.672604
  nChanged 36
		SP:Iteration 28Q (10913.510000 sec): 3 clusters
  Score: Raw -538302.928291 + Penalty 2748.944927 = -535553.983364
  nChanged 39
		SP:Iteration 29Q (10913.520000 sec): 3 clusters
  Score: Raw -538329.515008 + Penalty 2748.944927 = -535580.570080
  nChanged 45
		SP:Iteration 30Q (10913.530000 sec): 3 clusters
  Score: Raw -538357.131789 + Penalty 2748.944927 = -535608.186862
  nChanged 49
		SP:Iteration 31Q (10913.540000 sec): 3 clusters
  Score: Raw -538385.637375 + Penalty 2748.944927 = -535636.692448
  nChanged 49
		SP:Iteration 32Q (10913.550000 sec): 3 clusters
  Score: Raw -538416.090114 + Penalty 2748.944927 = -535667.145187
  nChanged 47
		SP:Iteration 33Q (10913.570000 sec): 3 clusters
  Score: Raw -538449.502114 + Penalty 2748.944927 = -535700.557187
  nChanged 49
		SP:Iteration 34Q (10913.580000 sec): 3 clusters
  Score: Raw -538480.593161 + Penalty 2748.944927 = -535731.648234
  nChanged 52
		SP:Iteration 35Q (10913.590000 sec): 3 clusters
  Score: Raw -538519.548459 + Penalty 2748.944927 = -535770.603532
  nChanged 53
		SP:Iteration 36Q (10913.600000 sec): 3 clusters
  Score: Raw -538555.591995 + Penalty 2748.944927 = -535806.647068
  nChanged 47
		SP:Iteration 37Q (10913.610000 sec): 3 clusters
  Score: Raw -538588.887499 + Penalty 2748.944927 = -535839.942572
  nChanged 50
		SP:Iteration 38Q (10913.620000 sec): 3 clusters
  Score: Raw -538627.745468 + Penalty 2748.944927 = -535878.800541
  nChanged 53
		SP:Iteration 39Q (10913.630000 sec): 3 clusters
  Score: Raw -538659.436577 + Penalty 2748.944927 = -535910.491650
  nChanged 51
		SP:Iteration 40F (10913.640000 sec): 3 clusters
  Score: Raw -538687.125366 + Penalty 2748.944927 = -535938.180438
  nChanged 42
		SP:Iteration 41Q (10913.650000 sec): 3 clusters
  Score: Raw -538705.035005 + Penalty 2748.944927 = -535956.090077
  nChanged 38
		SP:Iteration 42Q (10913.670000 sec): 3 clusters
  Score: Raw -538721.080110 + Penalty 2748.944927 = -535972.135183
  nChanged 31
		SP:Iteration 43Q (10913.680000 sec): 3 clusters
  Score: Raw -538733.386295 + Penalty 2748.944927 = -535984.441367
  nChanged 18
		SP:Iteration 44Q (10913.690000 sec): 3 clusters
  Score: Raw -538739.672120 + Penalty 2748.944927 = -535990.727193
  nChanged 13
		SP:Iteration 45Q (10913.700000 sec): 3 clusters
  Score: Raw -538744.374994 + Penalty 2748.944927 = -535995.430067
  nChanged 14
		SP:Iteration 46Q (10913.710000 sec): 3 clusters
  Score: Raw -538748.719654 + Penalty 2748.944927 = -535999.774727
  nChanged 11
		SP:Iteration 47Q (10913.720000 sec): 3 clusters
  Score: Raw -538752.842159 + Penalty 2748.944927 = -536003.897232
  nChanged 9
		SP:Iteration 48Q (10913.730000 sec): 3 clusters
  Score: Raw -538755.688514 + Penalty 2748.944927 = -536006.743587
  nChanged 8
		SP:Iteration 49Q (10913.740000 sec): 3 clusters
  Score: Raw -538757.890915 + Penalty 2748.944927 = -536008.945988
  nChanged 4
		SP:Iteration 50Q (10913.750000 sec): 3 clusters
  Score: Raw -538758.909200 + Penalty 2748.944927 = -536009.964273
  nChanged 4
		SP:Iteration 51Q (10913.770000 sec): 3 clusters
  Score: Raw -538759.738792 + Penalty 2748.944927 = -536010.793865
  nChanged 2
		SP:Iteration 52Q (10913.780000 sec): 3 clusters
  Score: Raw -538760.288657 + Penalty 2748.944927 = -536011.343730
  nChanged 3
		SP:Iteration 53Q (10913.790000 sec): 3 clusters
  Score: Raw -538761.001597 + Penalty 2748.944927 = -536012.056670
  nChanged 2
		SP:Iteration 54Q (10913.800000 sec): 3 clusters
  Score: Raw -538761.508570 + Penalty 2748.944927 = -536012.563643
  nChanged 2
		SP:Iteration 55Q (10913.810000 sec): 3 clusters
  Score: Raw -538761.934480 + Penalty 2748.944927 = -536012.989553
  nChanged 4
		SP:Iteration 56Q (10913.820000 sec): 3 clusters
  Score: Raw -538762.923810 + Penalty 2748.944927 = -536013.978883
  nChanged 9
		SP:Iteration 57Q (10913.830000 sec): 3 clusters
  Score: Raw -538766.214800 + Penalty 2748.944927 = -536017.269873
  nChanged 6
		SP:Iteration 58Q (10913.850000 sec): 3 clusters
  Score: Raw -538768.434773 + Penalty 2748.944927 = -536019.489846
  nChanged 9
		SP:Iteration 59Q (10913.850000 sec): 3 clusters
  Score: Raw -538773.080854 + Penalty 2748.944927 = -536024.135927
  nChanged 14
		SP:Iteration 60F (10913.870000 sec): 3 clusters
  Score: Raw -538777.830668 + Penalty 2748.944927 = -536028.885741
  nChanged 9
		SP:Iteration 61Q (10913.880000 sec): 3 clusters
  Score: Raw -538780.918987 + Penalty 2748.944927 = -536031.974059
  nChanged 7
		SP:Iteration 62Q (10913.890000 sec): 3 clusters
  Score: Raw -538783.950520 + Penalty 2748.944927 = -536035.005593
  nChanged 9
		SP:Iteration 63Q (10913.900000 sec): 3 clusters
  Score: Raw -538787.447065 + Penalty 2748.944927 = -536038.502138
  nChanged 10
		SP:Iteration 64Q (10913.910000 sec): 3 clusters
  Score: Raw -538791.951336 + Penalty 2748.944927 = -536043.006408
  nChanged 14
		SP:Iteration 65Q (10913.920000 sec): 3 clusters
  Score: Raw -538798.927149 + Penalty 2748.944927 = -536049.982221
  nChanged 13
		SP:Iteration 66Q (10913.930000 sec): 3 clusters
  Score: Raw -538805.463785 + Penalty 2748.944927 = -536056.518858
  nChanged 26
		SP:Iteration 67Q (10913.940000 sec): 3 clusters
  Score: Raw -538819.902379 + Penalty 2748.944927 = -536070.957452
  nChanged 33
		SP:Iteration 68Q (10913.950000 sec): 3 clusters
  Score: Raw -538838.444118 + Penalty 2748.944927 = -536089.499191
  nChanged 34
		SP:Iteration 69Q (10913.970000 sec): 3 clusters
  Score: Raw -538866.792062 + Penalty 2748.944927 = -536117.847135
  nChanged 37
		SP:Iteration 70Q (10913.970000 sec): 3 clusters
  Score: Raw -538897.877733 + Penalty 2748.944927 = -536148.932806
  nChanged 45
		SP:Iteration 71Q (10913.990000 sec): 3 clusters
  Score: Raw -538945.121402 + Penalty 2748.944927 = -536196.176475
  nChanged 47
		SP:Iteration 72Q (10914.000000 sec): 3 clusters
  Score: Raw -538997.730090 + Penalty 2748.944927 = -536248.785162
  nChanged 46
		SP:Iteration 73Q (10914.010000 sec): 3 clusters
  Score: Raw -539058.706086 + Penalty 2748.944927 = -536309.761159
  nChanged 65
		SP:Iteration 74Q (10914.020000 sec): 3 clusters
  Score: Raw -539145.073349 + Penalty 2748.944927 = -536396.128422
  nChanged 55
		SP:Iteration 75Q (10914.030000 sec): 3 clusters
  Score: Raw -539225.389647 + Penalty 2748.944927 = -536476.444720
  nChanged 60
		SP:Iteration 76Q (10914.040000 sec): 3 clusters
  Score: Raw -539308.123773 + Penalty 2748.944927 = -536559.178846
  nChanged 50
		SP:Iteration 77Q (10914.050000 sec): 3 clusters
  Score: Raw -539377.367534 + Penalty 2748.944927 = -536628.422607
  nChanged 36
		SP:Iteration 78Q (10914.050000 sec): 3 clusters
  Score: Raw -539412.348256 + Penalty 2748.944927 = -536663.403329
  nChanged 20
		SP:Iteration 79Q (10914.070000 sec): 3 clusters
  Score: Raw -539426.446811 + Penalty 2748.944927 = -536677.501883
  nChanged 17
		SP:Iteration 80F (10914.080000 sec): 3 clusters
  Score: Raw -539438.955231 + Penalty 2748.944927 = -536690.010304
  nChanged 17
		SP:Iteration 81Q (10914.090000 sec): 3 clusters
  Score: Raw -539449.771408 + Penalty 2748.944927 = -536700.826481
  nChanged 15
		SP:Iteration 82Q (10914.090000 sec): 3 clusters
  Score: Raw -539457.181294 + Penalty 2748.944927 = -536708.236367
  nChanged 10
		SP:Iteration 83Q (10914.100000 sec): 3 clusters
  Score: Raw -539461.713856 + Penalty 2748.944927 = -536712.768929
  nChanged 9
		SP:Iteration 84Q (10914.110000 sec): 3 clusters
  Score: Raw -539464.610293 + Penalty 2748.944927 = -536715.665366
  nChanged 7
		SP:Iteration 85Q (10914.120000 sec): 3 clusters
  Score: Raw -539467.739149 + Penalty 2748.944927 = -536718.794222
  nChanged 12
		SP:Iteration 86Q (10914.130000 sec): 3 clusters
  Score: Raw -539473.668067 + Penalty 2748.944927 = -536724.723140
  nChanged 6
		SP:Iteration 87Q (10914.140000 sec): 3 clusters
  Score: Raw -539476.847950 + Penalty 2748.944927 = -536727.903023
  nChanged 6
		SP:Iteration 88Q (10914.150000 sec): 3 clusters
  Score: Raw -539478.781236 + Penalty 2748.944927 = -536729.836309
  nChanged 4
		SP:Iteration 89Q (10914.150000 sec): 3 clusters
  Score: Raw -539480.046596 + Penalty 2748.944927 = -536731.101669
  nChanged 4
		SP:Iteration 90Q (10914.160000 sec): 3 clusters
  Score: Raw -539480.865244 + Penalty 2748.944927 = -536731.920316
  nChanged 1
		SP:Iteration 91Q (10914.170000 sec): 3 clusters
  Score: Raw -539480.934839 + Penalty 2748.944927 = -536731.989911
  nChanged 1
		SP:Iteration 92Q (10914.180000 sec): 3 clusters
  Score: Raw -539481.018083 + Penalty 2748.944927 = -536732.073156
  nChanged 1
		SP:Iteration 93Q (10914.190000 sec): 3 clusters
  Score: Raw -539481.074073 + Penalty 2748.944927 = -536732.129145
  nChanged 1
		SP:Iteration 94Q (10914.190000 sec): 3 clusters
  Score: Raw -539481.321878 + Penalty 2748.944927 = -536732.376951
  nChanged 1
		SP:Iteration 95Q (10914.200000 sec): 3 clusters
  Score: Raw -539481.550831 + Penalty 2748.944927 = -536732.605904
  nChanged 1
		SP:Iteration 96Q (10914.210000 sec): 3 clusters
  Score: Raw -539481.740844 + Penalty 2748.944927 = -536732.795917
  nChanged 0
		SP:Iteration 97F (10914.230000 sec): 3 clusters
  Score: Raw -539481.740844 + Penalty 2748.944927 = -536732.795917
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Iteration 59Q (10962.160000 sec): 64 clusters
  Score: Raw -173737735.823504 + Penalty 145944.571765 = -173591791.251739
  nChanged 36300
Iteration 60F (11046.400000 sec): 64 clusters
  Score: Raw -173777488.579119 + Penalty 145944.571765 = -173631544.007354
  nChanged 27382
Iteration 61Q (11058.250000 sec): 64 clusters
  Score: Raw -173788765.742962 + Penalty 145944.571765 = -173642821.171197
  nChanged 15594
Iteration 62Q (11069.280000 sec): 64 clusters
  Score: Raw -173794450.183041 + Penalty 145944.571765 = -173648505.611276
  nChanged 11391
Iteration 63Q (11080.210000 sec): 64 clusters
  Score: Raw -173798349.537720 + Penalty 145944.571765 = -173652404.965956
  nChanged 9296
Iteration 64Q (11091.170000 sec): 64 clusters
  Score: Raw -173802102.353451 + Penalty 145944.571765 = -173656157.781686
  nChanged 7530
Iteration 65Q (11102.350000 sec): 64 clusters
  Score: Raw -173804774.033383 + Penalty 145944.571765 = -173658829.461619
  nChanged 6123
Iteration 66Q (11113.400000 sec): 64 clusters
  Score: Raw -173806031.057207 + Penalty 145944.571765 = -173660086.485442
  nChanged 5274
Iteration 67Q (11124.360000 sec): 64 clusters
  Score: Raw -173806886.183817 + Penalty 145944.571765 = -173660941.612052
  nChanged 4441
Iteration 68Q (11135.250000 sec): 64 clusters
  Score: Raw -173807565.770688 + Penalty 145944.571765 = -173661621.198923
  nChanged 3968
Iteration 69Q (11145.910000 sec): 64 clusters
  Score: Raw -173808096.176128 + Penalty 145944.571765 = -173662151.604363
  nChanged 3364
Iteration 70Q (11156.360000 sec): 64 clusters
  Score: Raw -173808520.692756 + Penalty 145944.571765 = -173662576.120991
  nChanged 3000
Iteration 71Q (11166.780000 sec): 64 clusters
  Score: Raw -173808897.742409 + Penalty 145944.571765 = -173662953.170644
  nChanged 2722
Iteration 72Q (11177.220000 sec): 64 clusters
  Score: Raw -173809237.034450 + Penalty 145944.571765 = -173663292.462685
  nChanged 2394
Iteration 73Q (11187.580000 sec): 64 clusters
  Score: Raw -173809514.303026 + Penalty 145944.571765 = -173663569.731261
  nChanged 2202
Iteration 74Q (11197.930000 sec): 64 clusters
  Score: Raw -173809762.064571 + Penalty 145944.571765 = -173663817.492806
  nChanged 1926
Iteration 75Q (11208.270000 sec): 64 clusters
  Score: Raw -173809948.015876 + Penalty 145944.571765 = -173664003.444111
  nChanged 1636
Iteration 76Q (11218.570000 sec): 64 clusters
  Score: Raw -173810098.381474 + Penalty 145944.571765 = -173664153.809709
  nChanged 1502
Iteration 77Q (11228.780000 sec): 64 clusters
  Score: Raw -173810226.967200 + Penalty 145944.571765 = -173664282.395435
  nChanged 1359
Iteration 78Q (11238.960000 sec): 64 clusters
  Score: Raw -173810337.788636 + Penalty 145944.571765 = -173664393.216871
  nChanged 1271
Iteration 79Q (11249.170000 sec): 64 clusters
  Score: Raw -173810441.423172 + Penalty 145944.571765 = -173664496.851407
  nChanged 1185
Iteration 80F (11335.330000 sec): 64 clusters
  Score: Raw -173812399.058642 + Penalty 145944.571765 = -173666454.486877
  nChanged 2161
Iteration 81Q (11346.130000 sec): 64 clusters
  Score: Raw -173814119.942519 + Penalty 145944.571765 = -173668175.370754
  nChanged 2039
Iteration 82Q (11356.940000 sec): 64 clusters
  Score: Raw -173814824.566260 + Penalty 145944.571765 = -173668879.994495
  nChanged 1785
Iteration 83Q (11367.760000 sec): 64 clusters
  Score: Raw -173815254.143832 + Penalty 145944.571765 = -173669309.572067
  nChanged 1618
Iteration 84Q (11378.480000 sec): 64 clusters
  Score: Raw -173815573.070017 + Penalty 145944.571765 = -173669628.498252
  nChanged 1514
Iteration 85Q (11389.060000 sec): 64 clusters
  Score: Raw -173815845.867136 + Penalty 145944.571765 = -173669901.295372
  nChanged 1459
Iteration 86Q (11399.550000 sec): 64 clusters
  Score: Raw -173816061.242653 + Penalty 145944.571765 = -173670116.670888
  nChanged 1356
Iteration 87Q (11410.090000 sec): 64 clusters
  Score: Raw -173816221.704467 + Penalty 145944.571765 = -173670277.132702
  nChanged 1259
Iteration 88Q (11420.500000 sec): 64 clusters
  Score: Raw -173816374.880951 + Penalty 145944.571765 = -173670430.309186
  nChanged 1135
Iteration 89Q (11430.860000 sec): 64 clusters
  Score: Raw -173816496.330543 + Penalty 145944.571765 = -173670551.758778
  nChanged 1070
Iteration 90Q (11441.210000 sec): 64 clusters
  Score: Raw -173816600.241802 + Penalty 145944.571765 = -173670655.670037
  nChanged 977
Iteration 91Q (11451.570000 sec): 64 clusters
  Score: Raw -173816681.130093 + Penalty 145944.571765 = -173670736.558329
  nChanged 934
Iteration 92Q (11462.080000 sec): 64 clusters
  Score: Raw -173816753.698110 + Penalty 145944.571765 = -173670809.126345
  nChanged 895
Iteration 93Q (11472.580000 sec): 64 clusters
  Score: Raw -173816815.950552 + Penalty 145944.571765 = -173670871.378788
  nChanged 875
Iteration 94Q (11483.160000 sec): 64 clusters
  Score: Raw -173816871.726955 + Penalty 145944.571765 = -173670927.155190
  nChanged 915
Iteration 95Q (11493.570000 sec): 64 clusters
  Score: Raw -173816931.279960 + Penalty 145944.571765 = -173670986.708196
  nChanged 895
Iteration 96Q (11504.050000 sec): 64 clusters
  Score: Raw -173816990.050593 + Penalty 145944.571765 = -173671045.478828
  nChanged 902
Iteration 97Q (11514.550000 sec): 64 clusters
  Score: Raw -173817051.598494 + Penalty 145944.571765 = -173671107.026729
  nChanged 933
Iteration 98Q (11525.000000 sec): 64 clusters
  Score: Raw -173817117.824001 + Penalty 145944.571765 = -173671173.252236
  nChanged 972
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173817117.824001 + Penalty 145944.571765 = -173671173.252236
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11525.230000 sec): 2 clusters
  Score: Raw -33483.213669 + Penalty 946.725017 = -32536.488651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11525.230000 sec): 3 clusters
  Score: Raw -33717.192396 + Penalty 1893.450035 = -31823.742361
  nChanged 113
		SP:Iteration 1F (11525.230000 sec): 3 clusters
  Score: Raw -34053.668920 + Penalty 1893.450035 = -32160.218885
  nChanged 52
		SP:Iteration 2F (11525.230000 sec): 3 clusters
  Score: Raw -34469.787874 + Penalty 1893.450035 = -32576.337839
  nChanged 34
		SP:Iteration 3F (11525.230000 sec): 3 clusters
  Score: Raw -34955.542931 + Penalty 1893.450035 = -33062.092896
  nChanged 18
		SP:Iteration 4F (11525.230000 sec): 3 clusters
  Score: Raw -35495.796997 + Penalty 1893.450035 = -33602.346962
  nChanged 6
		SP:Iteration 5Q (11525.240000 sec): 3 clusters
  Score: Raw -35519.560219 + Penalty 1893.450035 = -33626.110184
  nChanged 2
		SP:Iteration 6Q (11525.240000 sec): 3 clusters
  Score: Raw -35533.201997 + Penalty 1893.450035 = -33639.751962
  nChanged 1
		SP:Iteration 7Q (11525.240000 sec): 3 clusters
  Score: Raw -35541.487746 + Penalty 1893.450035 = -33648.037711
  nChanged 1
		SP:Iteration 8Q (11525.240000 sec): 3 clusters
  Score: Raw -35546.405065 + Penalty 1893.450035 = -33652.955030
  nChanged 0
		SP:Iteration 9F (11525.240000 sec): 3 clusters
  Score: Raw -35546.405065 + Penalty 1893.450035 = -33652.955030
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (5419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11525.270000 sec): 2 clusters
  Score: Raw -573532.886353 + Penalty 1397.120819 = -572135.765534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11525.280000 sec): 3 clusters
  Score: Raw -570743.268099 + Penalty 2794.241637 = -567949.026461
  nChanged 2224
		SP:Iteration 1F (11525.290000 sec): 3 clusters
  Score: Raw -572457.159939 + Penalty 2794.241637 = -569662.918302
  nChanged 579
		SP:Iteration 2F (11525.310000 sec): 3 clusters
  Score: Raw -573038.763733 + Penalty 2794.241637 = -570244.522096
  nChanged 464
		SP:Iteration 3F (11525.320000 sec): 3 clusters
  Score: Raw -573475.020251 + Penalty 2794.241637 = -570680.778614
  nChanged 336
		SP:Iteration 4F (11525.340000 sec): 3 clusters
  Score: Raw -573757.292200 + Penalty 2794.241637 = -570963.050563
  nChanged 259
		SP:Iteration 5Q (11525.350000 sec): 3 clusters
  Score: Raw -573923.355391 + Penalty 2794.241637 = -571129.113754
  nChanged 178
		SP:Iteration 6Q (11525.360000 sec): 3 clusters
  Score: Raw -574004.585158 + Penalty 2794.241637 = -571210.343521
  nChanged 100
		SP:Iteration 7Q (11525.370000 sec): 3 clusters
  Score: Raw -574043.232223 + Penalty 2794.241637 = -571248.990586
  nChanged 81
		SP:Iteration 8Q (11525.390000 sec): 3 clusters
  Score: Raw -574077.692484 + Penalty 2794.241637 = -571283.450847
  nChanged 73
		SP:Iteration 9Q (11525.400000 sec): 3 clusters
  Score: Raw -574111.117099 + Penalty 2794.241637 = -571316.875462
  nChanged 60
		SP:Iteration 10Q (11525.410000 sec): 3 clusters
  Score: Raw -574135.468178 + Penalty 2794.241637 = -571341.226541
  nChanged 50
		SP:Iteration 11Q (11525.430000 sec): 3 clusters
  Score: Raw -574157.247885 + Penalty 2794.241637 = -571363.006248
  nChanged 67
		SP:Iteration 12Q (11525.440000 sec): 3 clusters
  Score: Raw -574187.509222 + Penalty 2794.241637 = -571393.267585
  nChanged 49
		SP:Iteration 13Q (11525.450000 sec): 3 clusters
  Score: Raw -574202.877069 + Penalty 2794.241637 = -571408.635432
  nChanged 39
		SP:Iteration 14Q (11525.470000 sec): 3 clusters
  Score: Raw -574212.435128 + Penalty 2794.241637 = -571418.193491
  nChanged 33
		SP:Iteration 15Q (11525.480000 sec): 3 clusters
  Score: Raw -574221.454603 + Penalty 2794.241637 = -571427.212966
  nChanged 32
		SP:Iteration 16Q (11525.490000 sec): 3 clusters
  Score: Raw -574234.554787 + Penalty 2794.241637 = -571440.313150
  nChanged 32
		SP:Iteration 17Q (11525.510000 sec): 3 clusters
  Score: Raw -574252.209585 + Penalty 2794.241637 = -571457.967948
  nChanged 44
		SP:Iteration 18Q (11525.520000 sec): 3 clusters
  Score: Raw -574265.609657 + Penalty 2794.241637 = -571471.368020
  nChanged 28
		SP:Iteration 19Q (11525.530000 sec): 3 clusters
  Score: Raw -574273.347145 + Penalty 2794.241637 = -571479.105508
  nChanged 29
		SP:Iteration 20F (11525.550000 sec): 3 clusters
  Score: Raw -574280.480366 + Penalty 2794.241637 = -571486.238728
  nChanged 19
		SP:Iteration 21Q (11525.560000 sec): 3 clusters
  Score: Raw -574284.569121 + Penalty 2794.241637 = -571490.327484
  nChanged 15
		SP:Iteration 22Q (11525.570000 sec): 3 clusters
  Score: Raw -574287.175768 + Penalty 2794.241637 = -571492.934131
  nChanged 7
		SP:Iteration 23Q (11525.580000 sec): 3 clusters
  Score: Raw -574288.323300 + Penalty 2794.241637 = -571494.081663
  nChanged 11
		SP:Iteration 24Q (11525.600000 sec): 3 clusters
  Score: Raw -574290.250419 + Penalty 2794.241637 = -571496.008782
  nChanged 13
		SP:Iteration 25Q (11525.610000 sec): 3 clusters
  Score: Raw -574292.652366 + Penalty 2794.241637 = -571498.410729
  nChanged 4
		SP:Iteration 26Q (11525.620000 sec): 3 clusters
  Score: Raw -574293.336251 + Penalty 2794.241637 = -571499.094614
  nChanged 8
		SP:Iteration 27Q (11525.630000 sec): 3 clusters
  Score: Raw -574295.453007 + Penalty 2794.241637 = -571501.211370
  nChanged 6
		SP:Iteration 28Q (11525.650000 sec): 3 clusters
  Score: Raw -574296.895494 + Penalty 2794.241637 = -571502.653857
  nChanged 8
		SP:Iteration 29Q (11525.660000 sec): 3 clusters
  Score: Raw -574298.242793 + Penalty 2794.241637 = -571504.001156
  nChanged 8
		SP:Iteration 30Q (11525.670000 sec): 3 clusters
  Score: Raw -574299.517146 + Penalty 2794.241637 = -571505.275509
  nChanged 6
		SP:Iteration 31Q (11525.690000 sec): 3 clusters
  Score: Raw -574300.775897 + Penalty 2794.241637 = -571506.534260
  nChanged 5
		SP:Iteration 32Q (11525.700000 sec): 3 clusters
  Score: Raw -574301.920039 + Penalty 2794.241637 = -571507.678402
  nChanged 7
		SP:Iteration 33Q (11525.710000 sec): 3 clusters
  Score: Raw -574303.079913 + Penalty 2794.241637 = -571508.838276
  nChanged 4
		SP:Iteration 34Q (11525.730000 sec): 3 clusters
  Score: Raw -574303.779498 + Penalty 2794.241637 = -571509.537861
  nChanged 2
		SP:Iteration 35Q (11525.740000 sec): 3 clusters
  Score: Raw -574304.255029 + Penalty 2794.241637 = -571510.013392
  nChanged 1
		SP:Iteration 36Q (11525.750000 sec): 3 clusters
  Score: Raw -574304.318838 + Penalty 2794.241637 = -571510.077201
  nChanged 1
		SP:Iteration 37Q (11525.760000 sec): 3 clusters
  Score: Raw -574304.596234 + Penalty 2794.241637 = -571510.354597
  nChanged 1
		SP:Iteration 38Q (11525.770000 sec): 3 clusters
  Score: Raw -574304.683556 + Penalty 2794.241637 = -571510.441919
  nChanged 0
		SP:Iteration 39F (11525.790000 sec): 3 clusters
  Score: Raw -574304.683556 + Penalty 2794.241637 = -571510.441919
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (35290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11525.910000 sec): 2 clusters
  Score: Raw -3789707.921372 + Penalty 1701.595174 = -3788006.326198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11526.010000 sec): 3 clusters
  Score: Raw -3767908.030465 + Penalty 3403.190348 = -3764504.840117
  nChanged 16250
		SP:Iteration 1F (11526.100000 sec): 3 clusters
  Score: Raw -3776988.749027 + Penalty 3403.190348 = -3773585.558679
  nChanged 1940
		SP:Iteration 2F (11526.190000 sec): 3 clusters
  Score: Raw -3777883.752118 + Penalty 3403.190348 = -3774480.561770
  nChanged 2086
		SP:Iteration 3F (11526.290000 sec): 3 clusters
  Score: Raw -3778990.479137 + Penalty 3403.190348 = -3775587.288789
  nChanged 2201
		SP:Iteration 4F (11526.380000 sec): 3 clusters
  Score: Raw -3780270.519373 + Penalty 3403.190348 = -3776867.329025
  nChanged 2233
		SP:Iteration 5F (11526.470000 sec): 3 clusters
  Score: Raw -3781584.482277 + Penalty 3403.190348 = -3778181.291929
  nChanged 2207
		SP:Iteration 6F (11526.570000 sec): 3 clusters
  Score: Raw -3783004.969386 + Penalty 3403.190348 = -3779601.779039
  nChanged 2070
		SP:Iteration 7F (11526.660000 sec): 3 clusters
  Score: Raw -3784435.618317 + Penalty 3403.190348 = -3781032.427969
  nChanged 1843
		SP:Iteration 8F (11526.750000 sec): 3 clusters
  Score: Raw -3785812.901857 + Penalty 3403.190348 = -3782409.711509
  nChanged 1508
		SP:Iteration 9Q (11526.850000 sec): 3 clusters
  Score: Raw -3786876.568568 + Penalty 3403.190348 = -3783473.378220
  nChanged 1164
		SP:Iteration 10Q (11526.940000 sec): 3 clusters
  Score: Raw -3787629.589795 + Penalty 3403.190348 = -3784226.399447
  nChanged 934
		SP:Iteration 11Q (11527.030000 sec): 3 clusters
  Score: Raw -3788213.843694 + Penalty 3403.190348 = -3784810.653346
  nChanged 730
		SP:Iteration 12Q (11527.110000 sec): 3 clusters
  Score: Raw -3788665.603804 + Penalty 3403.190348 = -3785262.413456
  nChanged 620
		SP:Iteration 13Q (11527.190000 sec): 3 clusters
  Score: Raw -3789024.673289 + Penalty 3403.190348 = -3785621.482941
  nChanged 515
		SP:Iteration 14Q (11527.280000 sec): 3 clusters
  Score: Raw -3789311.689024 + Penalty 3403.190348 = -3785908.498676
  nChanged 411
		SP:Iteration 15Q (11527.350000 sec): 3 clusters
  Score: Raw -3789521.322618 + Penalty 3403.190348 = -3786118.132270
  nChanged 324
		SP:Iteration 16Q (11527.430000 sec): 3 clusters
  Score: Raw -3789674.025103 + Penalty 3403.190348 = -3786270.834755
  nChanged 268
		SP:Iteration 17Q (11527.510000 sec): 3 clusters
  Score: Raw -3789780.876238 + Penalty 3403.190348 = -3786377.685891
  nChanged 216
		SP:Iteration 18Q (11527.590000 sec): 3 clusters
  Score: Raw -3789855.899479 + Penalty 3403.190348 = -3786452.709131
  nChanged 179
		SP:Iteration 19Q (11527.660000 sec): 3 clusters
  Score: Raw -3789921.116814 + Penalty 3403.190348 = -3786517.926466
  nChanged 161
		SP:Iteration 20F (11527.750000 sec): 3 clusters
  Score: Raw -3789971.309625 + Penalty 3403.190348 = -3786568.119277
  nChanged 151
		SP:Iteration 21Q (11527.830000 sec): 3 clusters
  Score: Raw -3790013.135246 + Penalty 3403.190348 = -3786609.944898
  nChanged 120
		SP:Iteration 22Q (11527.900000 sec): 3 clusters
  Score: Raw -3790041.630306 + Penalty 3403.190348 = -3786638.439958
  nChanged 88
		SP:Iteration 23Q (11527.970000 sec): 3 clusters
  Score: Raw -3790060.550620 + Penalty 3403.190348 = -3786657.360272
  nChanged 92
		SP:Iteration 24Q (11528.050000 sec): 3 clusters
  Score: Raw -3790079.737948 + Penalty 3403.190348 = -3786676.547600
  nChanged 76
		SP:Iteration 25Q (11528.120000 sec): 3 clusters
  Score: Raw -3790096.389797 + Penalty 3403.190348 = -3786693.199449
  nChanged 68
		SP:Iteration 26Q (11528.190000 sec): 3 clusters
  Score: Raw -3790111.693964 + Penalty 3403.190348 = -3786708.503616
  nChanged 71
		SP:Iteration 27Q (11528.270000 sec): 3 clusters
  Score: Raw -3790127.208951 + Penalty 3403.190348 = -3786724.018604
  nChanged 67
		SP:Iteration 28Q (11528.330000 sec): 3 clusters
  Score: Raw -3790140.771461 + Penalty 3403.190348 = -3786737.581114
  nChanged 47
		SP:Iteration 29Q (11528.410000 sec): 3 clusters
  Score: Raw -3790152.170470 + Penalty 3403.190348 = -3786748.980122
  nChanged 41
		SP:Iteration 30Q (11528.480000 sec): 3 clusters
  Score: Raw -3790163.300406 + Penalty 3403.190348 = -3786760.110058
  nChanged 45
		SP:Iteration 31Q (11528.550000 sec): 3 clusters
  Score: Raw -3790175.447402 + Penalty 3403.190348 = -3786772.257054
  nChanged 42
		SP:Iteration 32Q (11528.620000 sec): 3 clusters
  Score: Raw -3790184.587783 + Penalty 3403.190348 = -3786781.397435
  nChanged 40
		SP:Iteration 33Q (11528.690000 sec): 3 clusters
  Score: Raw -3790193.812108 + Penalty 3403.190348 = -3786790.621760
  nChanged 34
		SP:Iteration 34Q (11528.760000 sec): 3 clusters
  Score: Raw -3790202.233433 + Penalty 3403.190348 = -3786799.043085
  nChanged 31
		SP:Iteration 35Q (11528.830000 sec): 3 clusters
  Score: Raw -3790209.210306 + Penalty 3403.190348 = -3786806.019958
  nChanged 23
		SP:Iteration 36Q (11528.900000 sec): 3 clusters
  Score: Raw -3790215.679482 + Penalty 3403.190348 = -3786812.489135
  nChanged 28
		SP:Iteration 37Q (11528.970000 sec): 3 clusters
  Score: Raw -3790223.156821 + Penalty 3403.190348 = -3786819.966473
  nChanged 26
		SP:Iteration 38Q (11529.040000 sec): 3 clusters
  Score: Raw -3790229.847551 + Penalty 3403.190348 = -3786826.657203
  nChanged 29
		SP:Iteration 39Q (11529.110000 sec): 3 clusters
  Score: Raw -3790238.868477 + Penalty 3403.190348 = -3786835.678129
  nChanged 34
		SP:Iteration 40F (11529.200000 sec): 3 clusters
  Score: Raw -3790249.925878 + Penalty 3403.190348 = -3786846.735530
  nChanged 39
		SP:Iteration 41Q (11529.270000 sec): 3 clusters
  Score: Raw -3790261.546556 + Penalty 3403.190348 = -3786858.356208
  nChanged 35
		SP:Iteration 42Q (11529.340000 sec): 3 clusters
  Score: Raw -3790274.017537 + Penalty 3403.190348 = -3786870.827189
  nChanged 33
		SP:Iteration 43Q (11529.410000 sec): 3 clusters
  Score: Raw -3790287.978399 + Penalty 3403.190348 = -3786884.788051
  nChanged 37
		SP:Iteration 44Q (11529.480000 sec): 3 clusters
  Score: Raw -3790307.499533 + Penalty 3403.190348 = -3786904.309185
  nChanged 36
		SP:Iteration 45Q (11529.550000 sec): 3 clusters
  Score: Raw -3790332.002687 + Penalty 3403.190348 = -3786928.812339
  nChanged 44
		SP:Iteration 46Q (11529.610000 sec): 3 clusters
  Score: Raw -3790352.749893 + Penalty 3403.190348 = -3786949.559545
  nChanged 39
		SP:Iteration 47Q (11529.680000 sec): 3 clusters
  Score: Raw -3790368.608949 + Penalty 3403.190348 = -3786965.418601
  nChanged 35
		SP:Iteration 48Q (11529.750000 sec): 3 clusters
  Score: Raw -3790378.982655 + Penalty 3403.190348 = -3786975.792307
  nChanged 22
		SP:Iteration 49Q (11529.820000 sec): 3 clusters
  Score: Raw -3790386.277831 + Penalty 3403.190348 = -3786983.087483
  nChanged 28
		SP:Iteration 50Q (11529.880000 sec): 3 clusters
  Score: Raw -3790394.165564 + Penalty 3403.190348 = -3786990.975216
  nChanged 18
		SP:Iteration 51Q (11529.950000 sec): 3 clusters
  Score: Raw -3790398.520745 + Penalty 3403.190348 = -3786995.330397
  nChanged 20
		SP:Iteration 52Q (11530.020000 sec): 3 clusters
  Score: Raw -3790402.896287 + Penalty 3403.190348 = -3786999.705939
  nChanged 13
		SP:Iteration 53Q (11530.090000 sec): 3 clusters
  Score: Raw -3790405.927029 + Penalty 3403.190348 = -3787002.736681
  nChanged 13
		SP:Iteration 54Q (11530.150000 sec): 3 clusters
  Score: Raw -3790408.663147 + Penalty 3403.190348 = -3787005.472799
  nChanged 8
		SP:Iteration 55Q (11530.220000 sec): 3 clusters
  Score: Raw -3790409.912768 + Penalty 3403.190348 = -3787006.722420
  nChanged 2
		SP:Iteration 56Q (11530.290000 sec): 3 clusters
  Score: Raw -3790410.337248 + Penalty 3403.190348 = -3787007.146900
  nChanged 3
		SP:Iteration 57Q (11530.350000 sec): 3 clusters
  Score: Raw -3790410.629977 + Penalty 3403.190348 = -3787007.439629
  nChanged 3
		SP:Iteration 58Q (11530.420000 sec): 3 clusters
  Score: Raw -3790411.279597 + Penalty 3403.190348 = -3787008.089249
  nChanged 5
		SP:Iteration 59Q (11530.490000 sec): 3 clusters
  Score: Raw -3790411.816983 + Penalty 3403.190348 = -3787008.626635
  nChanged 5
		SP:Iteration 60F (11530.580000 sec): 3 clusters
  Score: Raw -3790412.773962 + Penalty 3403.190348 = -3787009.583614
  nChanged 9
		SP:Iteration 61Q (11530.650000 sec): 3 clusters
  Score: Raw -3790414.577971 + Penalty 3403.190348 = -3787011.387623
  nChanged 7
		SP:Iteration 62Q (11530.720000 sec): 3 clusters
  Score: Raw -3790415.832573 + Penalty 3403.190348 = -3787012.642225
  nChanged 7
		SP:Iteration 63Q (11530.790000 sec): 3 clusters
  Score: Raw -3790417.367340 + Penalty 3403.190348 = -3787014.176992
  nChanged 4
		SP:Iteration 64Q (11530.850000 sec): 3 clusters
  Score: Raw -3790418.418138 + Penalty 3403.190348 = -3787015.227790
  nChanged 8
		SP:Iteration 65Q (11530.920000 sec): 3 clusters
  Score: Raw -3790419.635787 + Penalty 3403.190348 = -3787016.445439
  nChanged 4
		SP:Iteration 66Q (11530.990000 sec): 3 clusters
  Score: Raw -3790420.146658 + Penalty 3403.190348 = -3787016.956310
  nChanged 0
		SP:Iteration 67F (11531.080000 sec): 3 clusters
  Score: Raw -3790420.146658 + Penalty 3403.190348 = -3787016.956310
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11531.150000 sec): 2 clusters
  Score: Raw -3212323.852275 + Penalty 1660.834840 = -3210663.017434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11531.230000 sec): 3 clusters
  Score: Raw -3195262.961316 + Penalty 3321.669681 = -3191941.291635
  nChanged 12605
		SP:Iteration 1F (11531.300000 sec): 3 clusters
  Score: Raw -3202554.749064 + Penalty 3321.669681 = -3199233.079383
  nChanged 1447
		SP:Iteration 2F (11531.370000 sec): 3 clusters
  Score: Raw -3203193.072901 + Penalty 3321.669681 = -3199871.403220
  nChanged 1617
		SP:Iteration 3F (11531.440000 sec): 3 clusters
  Score: Raw -3204070.201961 + Penalty 3321.669681 = -3200748.532280
  nChanged 1822
		SP:Iteration 4F (11531.510000 sec): 3 clusters
  Score: Raw -3205169.199021 + Penalty 3321.669681 = -3201847.529340
  nChanged 1834
		SP:Iteration 5F (11531.590000 sec): 3 clusters
  Score: Raw -3206357.193918 + Penalty 3321.669681 = -3203035.524237
  nChanged 1761
		SP:Iteration 6F (11531.660000 sec): 3 clusters
  Score: Raw -3207486.281789 + Penalty 3321.669681 = -3204164.612108
  nChanged 1548
		SP:Iteration 7F (11531.730000 sec): 3 clusters
  Score: Raw -3208473.232508 + Penalty 3321.669681 = -3205151.562827
  nChanged 1335
		SP:Iteration 8Q (11531.810000 sec): 3 clusters
  Score: Raw -3209340.179148 + Penalty 3321.669681 = -3206018.509467
  nChanged 1131
		SP:Iteration 9Q (11531.870000 sec): 3 clusters
  Score: Raw -3210115.134623 + Penalty 3321.669681 = -3206793.464942
  nChanged 904
		SP:Iteration 10Q (11531.950000 sec): 3 clusters
  Score: Raw -3210761.763853 + Penalty 3321.669681 = -3207440.094172
  nChanged 741
		SP:Iteration 11Q (11532.010000 sec): 3 clusters
  Score: Raw -3211327.054871 + Penalty 3321.669681 = -3208005.385190
  nChanged 564
		SP:Iteration 12Q (11532.080000 sec): 3 clusters
  Score: Raw -3211768.510272 + Penalty 3321.669681 = -3208446.840591
  nChanged 379
		SP:Iteration 13Q (11532.150000 sec): 3 clusters
  Score: Raw -3212051.364369 + Penalty 3321.669681 = -3208729.694688
  nChanged 221
		SP:Iteration 14Q (11532.210000 sec): 3 clusters
  Score: Raw -3212218.602168 + Penalty 3321.669681 = -3208896.932487
  nChanged 130
		SP:Iteration 15Q (11532.260000 sec): 3 clusters
  Score: Raw -3212318.840000 + Penalty 3321.669681 = -3208997.170319
  nChanged 96
		SP:Iteration 16Q (11532.320000 sec): 3 clusters
  Score: Raw -3212400.281402 + Penalty 3321.669681 = -3209078.611721
  nChanged 74
		SP:Iteration 17Q (11532.370000 sec): 3 clusters
  Score: Raw -3212461.269284 + Penalty 3321.669681 = -3209139.599603
  nChanged 48
		SP:Iteration 18Q (11532.430000 sec): 3 clusters
  Score: Raw -3212498.877267 + Penalty 3321.669681 = -3209177.207587
  nChanged 23
		SP:Iteration 19Q (11532.480000 sec): 3 clusters
  Score: Raw -3212516.316302 + Penalty 3321.669681 = -3209194.646621
  nChanged 14
		SP:Iteration 20F (11532.550000 sec): 3 clusters
  Score: Raw -3212529.425524 + Penalty 3321.669681 = -3209207.755843
  nChanged 15
		SP:Iteration 21Q (11532.610000 sec): 3 clusters
  Score: Raw -3212543.828438 + Penalty 3321.669681 = -3209222.158757
  nChanged 14
		SP:Iteration 22Q (11532.660000 sec): 3 clusters
  Score: Raw -3212557.396107 + Penalty 3321.669681 = -3209235.726426
  nChanged 14
		SP:Iteration 23Q (11532.710000 sec): 3 clusters
  Score: Raw -3212569.471979 + Penalty 3321.669681 = -3209247.802298
  nChanged 8
		SP:Iteration 24Q (11532.760000 sec): 3 clusters
  Score: Raw -3212574.244184 + Penalty 3321.669681 = -3209252.574503
  nChanged 7
		SP:Iteration 25Q (11532.810000 sec): 3 clusters
  Score: Raw -3212580.220920 + Penalty 3321.669681 = -3209258.551239
  nChanged 4
		SP:Iteration 26Q (11532.860000 sec): 3 clusters
  Score: Raw -3212584.812788 + Penalty 3321.669681 = -3209263.143107
  nChanged 6
		SP:Iteration 27Q (11532.910000 sec): 3 clusters
  Score: Raw -3212590.009956 + Penalty 3321.669681 = -3209268.340275
  nChanged 5
		SP:Iteration 28Q (11532.960000 sec): 3 clusters
  Score: Raw -3212594.393794 + Penalty 3321.669681 = -3209272.724113
  nChanged 1
		SP:Iteration 29Q (11533.010000 sec): 3 clusters
  Score: Raw -3212595.952008 + Penalty 3321.669681 = -3209274.282327
  nChanged 0
		SP:Iteration 30F (11533.090000 sec): 3 clusters
  Score: Raw -3212595.952008 + Penalty 3321.669681 = -3209274.282327
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (19811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11533.150000 sec): 2 clusters
  Score: Raw -2267253.977988 + Penalty 1607.773800 = -2265646.204188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11533.200000 sec): 3 clusters
  Score: Raw -2255453.642947 + Penalty 3215.547601 = -2252238.095346
  nChanged 8887
		SP:Iteration 1F (11533.250000 sec): 3 clusters
  Score: Raw -2260293.389025 + Penalty 3215.547601 = -2257077.841424
  nChanged 1117
		SP:Iteration 2F (11533.300000 sec): 3 clusters
  Score: Raw -2260753.317887 + Penalty 3215.547601 = -2257537.770286
  nChanged 995
		SP:Iteration 3F (11533.350000 sec): 3 clusters
  Score: Raw -2261149.526833 + Penalty 3215.547601 = -2257933.979233
  nChanged 906
		SP:Iteration 4Q (11533.400000 sec): 3 clusters
  Score: Raw -2261505.500595 + Penalty 3215.547601 = -2258289.952994
  nChanged 824
		SP:Iteration 5Q (11533.460000 sec): 3 clusters
  Score: Raw -2261830.246689 + Penalty 3215.547601 = -2258614.699088
  nChanged 814
		SP:Iteration 6Q (11533.510000 sec): 3 clusters
  Score: Raw -2262175.086810 + Penalty 3215.547601 = -2258959.539209
  nChanged 851
		SP:Iteration 7Q (11533.560000 sec): 3 clusters
  Score: Raw -2262603.954095 + Penalty 3215.547601 = -2259388.406494
  nChanged 875
		SP:Iteration 8Q (11533.610000 sec): 3 clusters
  Score: Raw -2263120.434382 + Penalty 3215.547601 = -2259904.886781
  nChanged 935
		SP:Iteration 9Q (11533.670000 sec): 3 clusters
  Score: Raw -2263778.711281 + Penalty 3215.547601 = -2260563.163680
  nChanged 990
		SP:Iteration 10Q (11533.720000 sec): 3 clusters
  Score: Raw -2264568.448077 + Penalty 3215.547601 = -2261352.900476
  nChanged 941
		SP:Iteration 11Q (11533.770000 sec): 3 clusters
  Score: Raw -2265287.249364 + Penalty 3215.547601 = -2262071.701763
  nChanged 801
		SP:Iteration 12Q (11533.820000 sec): 3 clusters
  Score: Raw -2265863.805801 + Penalty 3215.547601 = -2262648.258200
  nChanged 672
		SP:Iteration 13Q (11533.870000 sec): 3 clusters
  Score: Raw -2266262.097095 + Penalty 3215.547601 = -2263046.549494
  nChanged 503
		SP:Iteration 14Q (11533.920000 sec): 3 clusters
  Score: Raw -2266493.744350 + Penalty 3215.547601 = -2263278.196749
  nChanged 384
		SP:Iteration 15Q (11533.960000 sec): 3 clusters
  Score: Raw -2266621.688222 + Penalty 3215.547601 = -2263406.140621
  nChanged 279
		SP:Iteration 16Q (11534.010000 sec): 3 clusters
  Score: Raw -2266694.121660 + Penalty 3215.547601 = -2263478.574059
  nChanged 192
		SP:Iteration 17Q (11534.050000 sec): 3 clusters
  Score: Raw -2266735.079223 + Penalty 3215.547601 = -2263519.531622
  nChanged 136
		SP:Iteration 18Q (11534.100000 sec): 3 clusters
  Score: Raw -2266759.183748 + Penalty 3215.547601 = -2263543.636148
  nChanged 115
		SP:Iteration 19Q (11534.150000 sec): 3 clusters
  Score: Raw -2266776.970474 + Penalty 3215.547601 = -2263561.422874
  nChanged 89
		SP:Iteration 20F (11534.190000 sec): 3 clusters
  Score: Raw -2266790.367189 + Penalty 3215.547601 = -2263574.819588
  nChanged 68
		SP:Iteration 21Q (11534.240000 sec): 3 clusters
  Score: Raw -2266799.462151 + Penalty 3215.547601 = -2263583.914550
  nChanged 62
		SP:Iteration 22Q (11534.290000 sec): 3 clusters
  Score: Raw -2266808.005298 + Penalty 3215.547601 = -2263592.457697
  nChanged 58
		SP:Iteration 23Q (11534.330000 sec): 3 clusters
  Score: Raw -2266815.083163 + Penalty 3215.547601 = -2263599.535563
  nChanged 55
		SP:Iteration 24Q (11534.370000 sec): 3 clusters
  Score: Raw -2266823.140203 + Penalty 3215.547601 = -2263607.592602
  nChanged 51
		SP:Iteration 25Q (11534.420000 sec): 3 clusters
  Score: Raw -2266830.480849 + Penalty 3215.547601 = -2263614.933248
  nChanged 44
		SP:Iteration 26Q (11534.470000 sec): 3 clusters
  Score: Raw -2266835.907597 + Penalty 3215.547601 = -2263620.359996
  nChanged 42
		SP:Iteration 27Q (11534.510000 sec): 3 clusters
  Score: Raw -2266841.509204 + Penalty 3215.547601 = -2263625.961603
  nChanged 47
		SP:Iteration 28Q (11534.550000 sec): 3 clusters
  Score: Raw -2266849.207011 + Penalty 3215.547601 = -2263633.659411
  nChanged 59
		SP:Iteration 29Q (11534.600000 sec): 3 clusters
  Score: Raw -2266861.916366 + Penalty 3215.547601 = -2263646.368765
  nChanged 52
		SP:Iteration 30Q (11534.650000 sec): 3 clusters
  Score: Raw -2266872.519257 + Penalty 3215.547601 = -2263656.971656
  nChanged 67
		SP:Iteration 31Q (11534.690000 sec): 3 clusters
  Score: Raw -2266885.830574 + Penalty 3215.547601 = -2263670.282974
  nChanged 55
		SP:Iteration 32Q (11534.730000 sec): 3 clusters
  Score: Raw -2266897.388020 + Penalty 3215.547601 = -2263681.840420
  nChanged 66
		SP:Iteration 33Q (11534.780000 sec): 3 clusters
  Score: Raw -2266908.323058 + Penalty 3215.547601 = -2263692.775457
  nChanged 73
		SP:Iteration 34Q (11534.830000 sec): 3 clusters
  Score: Raw -2266923.865277 + Penalty 3215.547601 = -2263708.317676
  nChanged 90
		SP:Iteration 35Q (11534.870000 sec): 3 clusters
  Score: Raw -2266942.753712 + Penalty 3215.547601 = -2263727.206111
  nChanged 80
		SP:Iteration 36Q (11534.910000 sec): 3 clusters
  Score: Raw -2266962.066397 + Penalty 3215.547601 = -2263746.518796
  nChanged 92
		SP:Iteration 37Q (11534.960000 sec): 3 clusters
  Score: Raw -2266985.924356 + Penalty 3215.547601 = -2263770.376755
  nChanged 105
		SP:Iteration 38Q (11535.010000 sec): 3 clusters
  Score: Raw -2267009.683773 + Penalty 3215.547601 = -2263794.136172
  nChanged 101
		SP:Iteration 39Q (11535.050000 sec): 3 clusters
  Score: Raw -2267030.308856 + Penalty 3215.547601 = -2263814.761255
  nChanged 106
		SP:Iteration 40F (11535.100000 sec): 3 clusters
  Score: Raw -2267057.091248 + Penalty 3215.547601 = -2263841.543647
  nChanged 127
		SP:Iteration 41Q (11535.150000 sec): 3 clusters
  Score: Raw -2267089.943018 + Penalty 3215.547601 = -2263874.395417
  nChanged 137
		SP:Iteration 42Q (11535.190000 sec): 3 clusters
  Score: Raw -2267126.080643 + Penalty 3215.547601 = -2263910.533042
  nChanged 132
		SP:Iteration 43Q (11535.230000 sec): 3 clusters
  Score: Raw -2267157.650526 + Penalty 3215.547601 = -2263942.102925
  nChanged 143
		SP:Iteration 44Q (11535.280000 sec): 3 clusters
  Score: Raw -2267194.581794 + Penalty 3215.547601 = -2263979.034193
  nChanged 174
		SP:Iteration 45Q (11535.330000 sec): 3 clusters
  Score: Raw -2267242.280671 + Penalty 3215.547601 = -2264026.733070
  nChanged 191
		SP:Iteration 46Q (11535.370000 sec): 3 clusters
  Score: Raw -2267301.026099 + Penalty 3215.547601 = -2264085.478498
  nChanged 207
		SP:Iteration 47Q (11535.420000 sec): 3 clusters
  Score: Raw -2267359.863395 + Penalty 3215.547601 = -2264144.315794
  nChanged 221
		SP:Iteration 48Q (11535.460000 sec): 3 clusters
  Score: Raw -2267428.284839 + Penalty 3215.547601 = -2264212.737238
  nChanged 231
		SP:Iteration 49Q (11535.510000 sec): 3 clusters
  Score: Raw -2267511.982600 + Penalty 3215.547601 = -2264296.434999
  nChanged 276
		SP:Iteration 50Q (11535.550000 sec): 3 clusters
  Score: Raw -2267622.444403 + Penalty 3215.547601 = -2264406.896802
  nChanged 295
		SP:Iteration 51Q (11535.600000 sec): 3 clusters
  Score: Raw -2267751.058891 + Penalty 3215.547601 = -2264535.511290
  nChanged 307
		SP:Iteration 52Q (11535.650000 sec): 3 clusters
  Score: Raw -2267907.132556 + Penalty 3215.547601 = -2264691.584955
  nChanged 315
		SP:Iteration 53Q (11535.690000 sec): 3 clusters
  Score: Raw -2268082.698708 + Penalty 3215.547601 = -2264867.151108
  nChanged 328
		SP:Iteration 54Q (11535.730000 sec): 3 clusters
  Score: Raw -2268266.271871 + Penalty 3215.547601 = -2265050.724271
  nChanged 315
		SP:Iteration 55Q (11535.780000 sec): 3 clusters
  Score: Raw -2268430.910176 + Penalty 3215.547601 = -2265215.362575
  nChanged 289
		SP:Iteration 56Q (11535.830000 sec): 3 clusters
  Score: Raw -2268579.665109 + Penalty 3215.547601 = -2265364.117508
  nChanged 296
		SP:Iteration 57Q (11535.870000 sec): 3 clusters
  Score: Raw -2268744.216122 + Penalty 3215.547601 = -2265528.668521
  nChanged 252
		SP:Iteration 58Q (11535.910000 sec): 3 clusters
  Score: Raw -2268861.597504 + Penalty 3215.547601 = -2265646.049903
  nChanged 194
		SP:Iteration 59Q (11535.960000 sec): 3 clusters
  Score: Raw -2268927.044212 + Penalty 3215.547601 = -2265711.496611
  nChanged 135
		SP:Iteration 60F (11536.010000 sec): 3 clusters
  Score: Raw -2269018.421941 + Penalty 3215.547601 = -2265802.874340
  nChanged 150
		SP:Iteration 61Q (11536.050000 sec): 3 clusters
  Score: Raw -2269079.609368 + Penalty 3215.547601 = -2265864.061767
  nChanged 138
		SP:Iteration 62Q (11536.100000 sec): 3 clusters
  Score: Raw -2269123.179083 + Penalty 3215.547601 = -2265907.631483
  nChanged 121
		SP:Iteration 63Q (11536.150000 sec): 3 clusters
  Score: Raw -2269152.551361 + Penalty 3215.547601 = -2265937.003760
  nChanged 84
		SP:Iteration 64Q (11536.190000 sec): 3 clusters
  Score: Raw -2269168.040220 + Penalty 3215.547601 = -2265952.492620
  nChanged 72
		SP:Iteration 65Q (11536.230000 sec): 3 clusters
  Score: Raw -2269179.527636 + Penalty 3215.547601 = -2265963.980035
  nChanged 60
		SP:Iteration 66Q (11536.280000 sec): 3 clusters
  Score: Raw -2269188.450581 + Penalty 3215.547601 = -2265972.902980
  nChanged 57
		SP:Iteration 67Q (11536.330000 sec): 3 clusters
  Score: Raw -2269197.771257 + Penalty 3215.547601 = -2265982.223656
  nChanged 46
		SP:Iteration 68Q (11536.370000 sec): 3 clusters
  Score: Raw -2269204.304655 + Penalty 3215.547601 = -2265988.757054
  nChanged 41
		SP:Iteration 69Q (11536.410000 sec): 3 clusters
  Score: Raw -2269208.757550 + Penalty 3215.547601 = -2265993.209949
  nChanged 35
		SP:Iteration 70Q (11536.460000 sec): 3 clusters
  Score: Raw -2269211.935952 + Penalty 3215.547601 = -2265996.388351
  nChanged 21
		SP:Iteration 71Q (11536.510000 sec): 3 clusters
  Score: Raw -2269213.826427 + Penalty 3215.547601 = -2265998.278826
  nChanged 19
		SP:Iteration 72Q (11536.550000 sec): 3 clusters
  Score: Raw -2269215.507934 + Penalty 3215.547601 = -2265999.960333
  nChanged 15
		SP:Iteration 73Q (11536.600000 sec): 3 clusters
  Score: Raw -2269216.939793 + Penalty 3215.547601 = -2266001.392192
  nChanged 11
		SP:Iteration 74Q (11536.640000 sec): 3 clusters
  Score: Raw -2269217.727285 + Penalty 3215.547601 = -2266002.179685
  nChanged 12
		SP:Iteration 75Q (11536.690000 sec): 3 clusters
  Score: Raw -2269218.858970 + Penalty 3215.547601 = -2266003.311369
  nChanged 7
		SP:Iteration 76Q (11536.730000 sec): 3 clusters
  Score: Raw -2269219.242240 + Penalty 3215.547601 = -2266003.694639
  nChanged 6
		SP:Iteration 77Q (11536.770000 sec): 3 clusters
  Score: Raw -2269219.831678 + Penalty 3215.547601 = -2266004.284077
  nChanged 10
		SP:Iteration 78Q (11536.820000 sec): 3 clusters
  Score: Raw -2269220.694951 + Penalty 3215.547601 = -2266005.147350
  nChanged 14
		SP:Iteration 79Q (11536.860000 sec): 3 clusters
  Score: Raw -2269221.575504 + Penalty 3215.547601 = -2266006.027903
  nChanged 11
		SP:Iteration 80F (11536.910000 sec): 3 clusters
  Score: Raw -2269222.406717 + Penalty 3215.547601 = -2266006.859116
  nChanged 12
		SP:Iteration 81Q (11536.960000 sec): 3 clusters
  Score: Raw -2269223.294965 + Penalty 3215.547601 = -2266007.747364
  nChanged 14
		SP:Iteration 82Q (11537.010000 sec): 3 clusters
  Score: Raw -2269224.087474 + Penalty 3215.547601 = -2266008.539873
  nChanged 11
		SP:Iteration 83Q (11537.050000 sec): 3 clusters
  Score: Raw -2269224.612006 + Penalty 3215.547601 = -2266009.064405
  nChanged 3
		SP:Iteration 84Q (11537.090000 sec): 3 clusters
  Score: Raw -2269224.784540 + Penalty 3215.547601 = -2266009.236939
  nChanged 2
		SP:Iteration 85Q (11537.140000 sec): 3 clusters
  Score: Raw -2269224.861424 + Penalty 3215.547601 = -2266009.313823
  nChanged 1
		SP:Iteration 86Q (11537.190000 sec): 3 clusters
  Score: Raw -2269224.893006 + Penalty 3215.547601 = -2266009.345406
  nChanged 1
		SP:Iteration 87Q (11537.230000 sec): 3 clusters
  Score: Raw -2269224.918681 + Penalty 3215.547601 = -2266009.371081
  nChanged 0
		SP:Iteration 88F (11537.280000 sec): 3 clusters
  Score: Raw -2269224.918681 + Penalty 3215.547601 = -2266009.371081
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11537.310000 sec): 2 clusters
  Score: Raw -366300.734174 + Penalty 1321.038837 = -364979.695337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11537.320000 sec): 3 clusters
  Score: Raw -364701.847486 + Penalty 2642.077674 = -362059.769812
  nChanged 1304
		SP:Iteration 1F (11537.330000 sec): 3 clusters
  Score: Raw -365495.818236 + Penalty 2642.077674 = -362853.740562
  nChanged 272
		SP:Iteration 2F (11537.340000 sec): 3 clusters
  Score: Raw -365717.195948 + Penalty 2642.077674 = -363075.118275
  nChanged 223
		SP:Iteration 3F (11537.350000 sec): 3 clusters
  Score: Raw -365908.162142 + Penalty 2642.077674 = -363266.084469
  nChanged 188
		SP:Iteration 4F (11537.350000 sec): 3 clusters
  Score: Raw -366080.581470 + Penalty 2642.077674 = -363438.503797
  nChanged 178
		SP:Iteration 5F (11537.360000 sec): 3 clusters
  Score: Raw -366230.180897 + Penalty 2642.077674 = -363588.103223
  nChanged 149
		SP:Iteration 6Q (11537.370000 sec): 3 clusters
  Score: Raw -366363.935461 + Penalty 2642.077674 = -363721.857787
  nChanged 151
		SP:Iteration 7Q (11537.380000 sec): 3 clusters
  Score: Raw -366485.663652 + Penalty 2642.077674 = -363843.585978
  nChanged 123
		SP:Iteration 8Q (11537.390000 sec): 3 clusters
  Score: Raw -366590.482095 + Penalty 2642.077674 = -363948.404422
  nChanged 123
		SP:Iteration 9Q (11537.390000 sec): 3 clusters
  Score: Raw -366687.724315 + Penalty 2642.077674 = -364045.646641
  nChanged 111
		SP:Iteration 10Q (11537.410000 sec): 3 clusters
  Score: Raw -366772.020535 + Penalty 2642.077674 = -364129.942862
  nChanged 90
		SP:Iteration 11Q (11537.410000 sec): 3 clusters
  Score: Raw -366830.686807 + Penalty 2642.077674 = -364188.609134
  nChanged 75
		SP:Iteration 12Q (11537.420000 sec): 3 clusters
  Score: Raw -366885.019493 + Penalty 2642.077674 = -364242.941820
  nChanged 77
		SP:Iteration 13Q (11537.430000 sec): 3 clusters
  Score: Raw -366929.561794 + Penalty 2642.077674 = -364287.484120
  nChanged 59
		SP:Iteration 14Q (11537.440000 sec): 3 clusters
  Score: Raw -366962.351964 + Penalty 2642.077674 = -364320.274290
  nChanged 51
		SP:Iteration 15Q (11537.450000 sec): 3 clusters
  Score: Raw -366989.955473 + Penalty 2642.077674 = -364347.877800
  nChanged 43
		SP:Iteration 16Q (11537.450000 sec): 3 clusters
  Score: Raw -367018.731676 + Penalty 2642.077674 = -364376.654002
  nChanged 53
		SP:Iteration 17Q (11537.460000 sec): 3 clusters
  Score: Raw -367046.497211 + Penalty 2642.077674 = -364404.419538
  nChanged 44
		SP:Iteration 18Q (11537.470000 sec): 3 clusters
  Score: Raw -367074.774921 + Penalty 2642.077674 = -364432.697248
  nChanged 40
		SP:Iteration 19Q (11537.480000 sec): 3 clusters
  Score: Raw -367099.078342 + Penalty 2642.077674 = -364457.000669
  nChanged 41
		SP:Iteration 20F (11537.490000 sec): 3 clusters
  Score: Raw -367121.060753 + Penalty 2642.077674 = -364478.983080
  nChanged 39
		SP:Iteration 21Q (11537.490000 sec): 3 clusters
  Score: Raw -367141.204455 + Penalty 2642.077674 = -364499.126781
  nChanged 31
		SP:Iteration 22Q (11537.500000 sec): 3 clusters
  Score: Raw -367152.240245 + Penalty 2642.077674 = -364510.162572
  nChanged 22
		SP:Iteration 23Q (11537.510000 sec): 3 clusters
  Score: Raw -367160.566619 + Penalty 2642.077674 = -364518.488945
  nChanged 22
		SP:Iteration 24Q (11537.510000 sec): 3 clusters
  Score: Raw -367168.878802 + Penalty 2642.077674 = -364526.801128
  nChanged 24
		SP:Iteration 25Q (11537.520000 sec): 3 clusters
  Score: Raw -367179.947684 + Penalty 2642.077674 = -364537.870011
  nChanged 23
		SP:Iteration 26Q (11537.530000 sec): 3 clusters
  Score: Raw -367190.737398 + Penalty 2642.077674 = -364548.659724
  nChanged 20
		SP:Iteration 27Q (11537.530000 sec): 3 clusters
  Score: Raw -367200.477421 + Penalty 2642.077674 = -364558.399747
  nChanged 18
		SP:Iteration 28Q (11537.540000 sec): 3 clusters
  Score: Raw -367206.759672 + Penalty 2642.077674 = -364564.681999
  nChanged 13
		SP:Iteration 29Q (11537.550000 sec): 3 clusters
  Score: Raw -367212.325783 + Penalty 2642.077674 = -364570.248110
  nChanged 14
		SP:Iteration 30Q (11537.560000 sec): 3 clusters
  Score: Raw -367217.094034 + Penalty 2642.077674 = -364575.016360
  nChanged 10
		SP:Iteration 31Q (11537.570000 sec): 3 clusters
  Score: Raw -367221.469519 + Penalty 2642.077674 = -364579.391846
  nChanged 10
		SP:Iteration 32Q (11537.570000 sec): 3 clusters
  Score: Raw -367225.761935 + Penalty 2642.077674 = -364583.684262
  nChanged 8
		SP:Iteration 33Q (11537.580000 sec): 3 clusters
  Score: Raw -367229.421515 + Penalty 2642.077674 = -364587.343841
  nChanged 8
		SP:Iteration 34Q (11537.590000 sec): 3 clusters
  Score: Raw -367231.969467 + Penalty 2642.077674 = -364589.891793
  nChanged 4
		SP:Iteration 35Q (11537.600000 sec): 3 clusters
  Score: Raw -367232.845924 + Penalty 2642.077674 = -364590.768250
  nChanged 2
		SP:Iteration 36Q (11537.610000 sec): 3 clusters
  Score: Raw -367233.965467 + Penalty 2642.077674 = -364591.887793
  nChanged 3
		SP:Iteration 37Q (11537.610000 sec): 3 clusters
  Score: Raw -367234.647565 + Penalty 2642.077674 = -364592.569891
  nChanged 3
		SP:Iteration 38Q (11537.620000 sec): 3 clusters
  Score: Raw -367235.103650 + Penalty 2642.077674 = -364593.025976
  nChanged 4
		SP:Iteration 39Q (11537.630000 sec): 3 clusters
  Score: Raw -367236.191668 + Penalty 2642.077674 = -364594.113995
  nChanged 2
		SP:Iteration 40F (11537.640000 sec): 3 clusters
  Score: Raw -367236.677052 + Penalty 2642.077674 = -364594.599379
  nChanged 1
		SP:Iteration 41Q (11537.650000 sec): 3 clusters
  Score: Raw -367236.978981 + Penalty 2642.077674 = -364594.901307
  nChanged 1
		SP:Iteration 42Q (11537.650000 sec): 3 clusters
  Score: Raw -367237.433786 + Penalty 2642.077674 = -364595.356112
  nChanged 1
		SP:Iteration 43Q (11537.660000 sec): 3 clusters
  Score: Raw -367238.200177 + Penalty 2642.077674 = -364596.122503
  nChanged 2
		SP:Iteration 44Q (11537.670000 sec): 3 clusters
  Score: Raw -367239.277067 + Penalty 2642.077674 = -364597.199393
  nChanged 3
		SP:Iteration 45Q (11537.680000 sec): 3 clusters
  Score: Raw -367239.998895 + Penalty 2642.077674 = -364597.921221
  nChanged 3
		SP:Iteration 46Q (11537.690000 sec): 3 clusters
  Score: Raw -367240.329741 + Penalty 2642.077674 = -364598.252068
  nChanged 0
		SP:Iteration 47F (11537.690000 sec): 3 clusters
  Score: Raw -367240.329741 + Penalty 2642.077674 = -364598.252068
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (8685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11537.720000 sec): 2 clusters
  Score: Raw -928994.821096 + Penalty 1473.769810 = -927521.051286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11537.750000 sec): 3 clusters
  Score: Raw -924147.307421 + Penalty 2947.539621 = -921199.767800
  nChanged 3743
		SP:Iteration 1F (11537.770000 sec): 3 clusters
  Score: Raw -926643.220888 + Penalty 2947.539621 = -923695.681267
  nChanged 798
		SP:Iteration 2F (11537.790000 sec): 3 clusters
  Score: Raw -927399.359138 + Penalty 2947.539621 = -924451.819518
  nChanged 766
		SP:Iteration 3F (11537.810000 sec): 3 clusters
  Score: Raw -928226.828295 + Penalty 2947.539621 = -925279.288674
  nChanged 667
		SP:Iteration 4F (11537.830000 sec): 3 clusters
  Score: Raw -928880.115109 + Penalty 2947.539621 = -925932.575489
  nChanged 533
		SP:Iteration 5F (11537.850000 sec): 3 clusters
  Score: Raw -929287.542069 + Penalty 2947.539621 = -926340.002448
  nChanged 397
		SP:Iteration 6Q (11537.880000 sec): 3 clusters
  Score: Raw -929538.307930 + Penalty 2947.539621 = -926590.768309
  nChanged 301
		SP:Iteration 7Q (11537.900000 sec): 3 clusters
  Score: Raw -929711.687233 + Penalty 2947.539621 = -926764.147613
  nChanged 245
		SP:Iteration 8Q (11537.920000 sec): 3 clusters
  Score: Raw -929830.605917 + Penalty 2947.539621 = -926883.066296
  nChanged 175
		SP:Iteration 9Q (11537.940000 sec): 3 clusters
  Score: Raw -929895.626255 + Penalty 2947.539621 = -926948.086635
  nChanged 137
		SP:Iteration 10Q (11537.960000 sec): 3 clusters
  Score: Raw -929931.662366 + Penalty 2947.539621 = -926984.122745
  nChanged 101
		SP:Iteration 11Q (11537.980000 sec): 3 clusters
  Score: Raw -929960.610957 + Penalty 2947.539621 = -927013.071336
  nChanged 94
		SP:Iteration 12Q (11538.000000 sec): 3 clusters
  Score: Raw -929988.329162 + Penalty 2947.539621 = -927040.789542
  nChanged 81
		SP:Iteration 13Q (11538.020000 sec): 3 clusters
  Score: Raw -930010.865735 + Penalty 2947.539621 = -927063.326114
  nChanged 76
		SP:Iteration 14Q (11538.040000 sec): 3 clusters
  Score: Raw -930030.950603 + Penalty 2947.539621 = -927083.410982
  nChanged 69
		SP:Iteration 15Q (11538.060000 sec): 3 clusters
  Score: Raw -930046.813546 + Penalty 2947.539621 = -927099.273925
  nChanged 50
		SP:Iteration 16Q (11538.080000 sec): 3 clusters
  Score: Raw -930057.294649 + Penalty 2947.539621 = -927109.755029
  nChanged 45
		SP:Iteration 17Q (11538.100000 sec): 3 clusters
  Score: Raw -930065.683994 + Penalty 2947.539621 = -927118.144373
  nChanged 30
		SP:Iteration 18Q (11538.120000 sec): 3 clusters
  Score: Raw -930070.283220 + Penalty 2947.539621 = -927122.743599
  nChanged 20
		SP:Iteration 19Q (11538.140000 sec): 3 clusters
  Score: Raw -930073.590329 + Penalty 2947.539621 = -927126.050708
  nChanged 20
		SP:Iteration 20F (11538.170000 sec): 3 clusters
  Score: Raw -930076.566092 + Penalty 2947.539621 = -927129.026472
  nChanged 18
		SP:Iteration 21Q (11538.190000 sec): 3 clusters
  Score: Raw -930078.882311 + Penalty 2947.539621 = -927131.342690
  nChanged 18
		SP:Iteration 22Q (11538.210000 sec): 3 clusters
  Score: Raw -930081.820920 + Penalty 2947.539621 = -927134.281300
  nChanged 20
		SP:Iteration 23Q (11538.230000 sec): 3 clusters
  Score: Raw -930085.841612 + Penalty 2947.539621 = -927138.301992
  nChanged 25
		SP:Iteration 24Q (11538.250000 sec): 3 clusters
  Score: Raw -930091.228203 + Penalty 2947.539621 = -927143.688582
  nChanged 24
		SP:Iteration 25Q (11538.270000 sec): 3 clusters
  Score: Raw -930095.715404 + Penalty 2947.539621 = -927148.175784
  nChanged 27
		SP:Iteration 26Q (11538.290000 sec): 3 clusters
  Score: Raw -930100.388398 + Penalty 2947.539621 = -927152.848777
  nChanged 31
		SP:Iteration 27Q (11538.310000 sec): 3 clusters
  Score: Raw -930107.267802 + Penalty 2947.539621 = -927159.728181
  nChanged 33
		SP:Iteration 28Q (11538.330000 sec): 3 clusters
  Score: Raw -930114.926138 + Penalty 2947.539621 = -927167.386517
  nChanged 28
		SP:Iteration 29Q (11538.350000 sec): 3 clusters
  Score: Raw -930121.196934 + Penalty 2947.539621 = -927173.657313
  nChanged 26
		SP:Iteration 30Q (11538.370000 sec): 3 clusters
  Score: Raw -930126.375344 + Penalty 2947.539621 = -927178.835723
  nChanged 20
		SP:Iteration 31Q (11538.390000 sec): 3 clusters
  Score: Raw -930129.954880 + Penalty 2947.539621 = -927182.415259
  nChanged 21
		SP:Iteration 32Q (11538.410000 sec): 3 clusters
  Score: Raw -930135.150961 + Penalty 2947.539621 = -927187.611340
  nChanged 22
		SP:Iteration 33Q (11538.430000 sec): 3 clusters
  Score: Raw -930139.275020 + Penalty 2947.539621 = -927191.735400
  nChanged 17
		SP:Iteration 34Q (11538.450000 sec): 3 clusters
  Score: Raw -930142.430456 + Penalty 2947.539621 = -927194.890836
  nChanged 16
		SP:Iteration 35Q (11538.470000 sec): 3 clusters
  Score: Raw -930145.181470 + Penalty 2947.539621 = -927197.641849
  nChanged 19
		SP:Iteration 36Q (11538.490000 sec): 3 clusters
  Score: Raw -930149.279686 + Penalty 2947.539621 = -927201.740065
  nChanged 25
		SP:Iteration 37Q (11538.510000 sec): 3 clusters
  Score: Raw -930156.634220 + Penalty 2947.539621 = -927209.094599
  nChanged 34
		SP:Iteration 38Q (11538.530000 sec): 3 clusters
  Score: Raw -930167.692371 + Penalty 2947.539621 = -927220.152750
  nChanged 40
		SP:Iteration 39Q (11538.550000 sec): 3 clusters
  Score: Raw -930184.337865 + Penalty 2947.539621 = -927236.798244
  nChanged 44
		SP:Iteration 40F (11538.570000 sec): 3 clusters
  Score: Raw -930200.498466 + Penalty 2947.539621 = -927252.958845
  nChanged 43
		SP:Iteration 41Q (11538.590000 sec): 3 clusters
  Score: Raw -930221.514887 + Penalty 2947.539621 = -927273.975266
  nChanged 57
		SP:Iteration 42Q (11538.610000 sec): 3 clusters
  Score: Raw -930242.059613 + Penalty 2947.539621 = -927294.519992
  nChanged 45
		SP:Iteration 43Q (11538.630000 sec): 3 clusters
  Score: Raw -930253.856871 + Penalty 2947.539621 = -927306.317250
  nChanged 38
		SP:Iteration 44Q (11538.650000 sec): 3 clusters
  Score: Raw -930262.029439 + Penalty 2947.539621 = -927314.489819
  nChanged 22
		SP:Iteration 45Q (11538.670000 sec): 3 clusters
  Score: Raw -930265.969323 + Penalty 2947.539621 = -927318.429702
  nChanged 20
		SP:Iteration 46Q (11538.690000 sec): 3 clusters
  Score: Raw -930268.871310 + Penalty 2947.539621 = -927321.331690
  nChanged 19
		SP:Iteration 47Q (11538.710000 sec): 3 clusters
  Score: Raw -930271.660880 + Penalty 2947.539621 = -927324.121259
  nChanged 15
		SP:Iteration 48Q (11538.730000 sec): 3 clusters
  Score: Raw -930274.787790 + Penalty 2947.539621 = -927327.248169
  nChanged 16
		SP:Iteration 49Q (11538.750000 sec): 3 clusters
  Score: Raw -930277.404497 + Penalty 2947.539621 = -927329.864877
  nChanged 8
		SP:Iteration 50Q (11538.770000 sec): 3 clusters
  Score: Raw -930278.464982 + Penalty 2947.539621 = -927330.925362
  nChanged 4
		SP:Iteration 51Q (11538.790000 sec): 3 clusters
  Score: Raw -930279.314022 + Penalty 2947.539621 = -927331.774401
  nChanged 5
		SP:Iteration 52Q (11538.810000 sec): 3 clusters
  Score: Raw -930280.298313 + Penalty 2947.539621 = -927332.758693
  nChanged 7
		SP:Iteration 53Q (11538.830000 sec): 3 clusters
  Score: Raw -930282.083633 + Penalty 2947.539621 = -927334.544012
  nChanged 10
		SP:Iteration 54Q (11538.850000 sec): 3 clusters
  Score: Raw -930284.452665 + Penalty 2947.539621 = -927336.913044
  nChanged 9
		SP:Iteration 55Q (11538.870000 sec): 3 clusters
  Score: Raw -930286.160559 + Penalty 2947.539621 = -927338.620938
  nChanged 8
		SP:Iteration 56Q (11538.890000 sec): 3 clusters
  Score: Raw -930287.323030 + Penalty 2947.539621 = -927339.783410
  nChanged 10
		SP:Iteration 57Q (11538.910000 sec): 3 clusters
  Score: Raw -930289.788867 + Penalty 2947.539621 = -927342.249247
  nChanged 8
		SP:Iteration 58Q (11538.930000 sec): 3 clusters
  Score: Raw -930290.834522 + Penalty 2947.539621 = -927343.294901
  nChanged 5
		SP:Iteration 59Q (11538.950000 sec): 3 clusters
  Score: Raw -930291.712969 + Penalty 2947.539621 = -927344.173349
  nChanged 2
		SP:Iteration 60F (11538.970000 sec): 3 clusters
  Score: Raw -930292.791445 + Penalty 2947.539621 = -927345.251825
  nChanged 10
		SP:Iteration 61Q (11538.990000 sec): 3 clusters
  Score: Raw -930294.604197 + Penalty 2947.539621 = -927347.064576
  nChanged 9
		SP:Iteration 62Q (11539.010000 sec): 3 clusters
  Score: Raw -930296.438000 + Penalty 2947.539621 = -927348.898379
  nChanged 3
		SP:Iteration 63Q (11539.030000 sec): 3 clusters
  Score: Raw -930296.868715 + Penalty 2947.539621 = -927349.329094
  nChanged 2
		SP:Iteration 64Q (11539.050000 sec): 3 clusters
  Score: Raw -930297.215093 + Penalty 2947.539621 = -927349.675472
  nChanged 3
		SP:Iteration 65Q (11539.070000 sec): 3 clusters
  Score: Raw -930297.799493 + Penalty 2947.539621 = -927350.259873
  nChanged 2
		SP:Iteration 66Q (11539.090000 sec): 3 clusters
  Score: Raw -930298.319413 + Penalty 2947.539621 = -927350.779792
  nChanged 2
		SP:Iteration 67Q (11539.110000 sec): 3 clusters
  Score: Raw -930298.494849 + Penalty 2947.539621 = -927350.955228
  nChanged 0
		SP:Iteration 68F (11539.130000 sec): 3 clusters
  Score: Raw -930298.494849 + Penalty 2947.539621 = -927350.955228
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (44440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11539.260000 sec): 2 clusters
  Score: Raw -5255828.284885 + Penalty 1739.057977 = -5254089.226908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11539.380000 sec): 3 clusters
  Score: Raw -5227727.552367 + Penalty 3478.115954 = -5224249.436413
  nChanged 20922
		SP:Iteration 1F (11539.500000 sec): 3 clusters
  Score: Raw -5239590.934428 + Penalty 3478.115954 = -5236112.818474
  nChanged 1780
		SP:Iteration 2Q (11539.620000 sec): 3 clusters
  Score: Raw -5240172.378122 + Penalty 3478.115954 = -5236694.262168
  nChanged 1914
		SP:Iteration 3Q (11539.740000 sec): 3 clusters
  Score: Raw -5240918.233141 + Penalty 3478.115954 = -5237440.117187
  nChanged 2180
		SP:Iteration 4Q (11539.860000 sec): 3 clusters
  Score: Raw -5241923.537884 + Penalty 3478.115954 = -5238445.421930
  nChanged 2593
		SP:Iteration 5F (11539.980000 sec): 3 clusters
  Score: Raw -5243437.427682 + Penalty 3478.115954 = -5239959.311728
  nChanged 3095
		SP:Iteration 6F (11540.100000 sec): 3 clusters
  Score: Raw -5245702.565548 + Penalty 3478.115954 = -5242224.449594
  nChanged 3369
		SP:Iteration 7F (11540.220000 sec): 3 clusters
  Score: Raw -5248596.286789 + Penalty 3478.115954 = -5245118.170835
  nChanged 3116
		SP:Iteration 8F (11540.340000 sec): 3 clusters
  Score: Raw -5251519.287008 + Penalty 3478.115954 = -5248041.171054
  nChanged 2327
		SP:Iteration 9F (11540.460000 sec): 3 clusters
  Score: Raw -5253753.269194 + Penalty 3478.115954 = -5250275.153240
  nChanged 1415
		SP:Iteration 10Q (11540.560000 sec): 3 clusters
  Score: Raw -5255060.298019 + Penalty 3478.115954 = -5251582.182065
  nChanged 746
		SP:Iteration 11Q (11540.660000 sec): 3 clusters
  Score: Raw -5255703.971672 + Penalty 3478.115954 = -5252225.855718
  nChanged 351
		SP:Iteration 12Q (11540.750000 sec): 3 clusters
  Score: Raw -5255996.662123 + Penalty 3478.115954 = -5252518.546169
  nChanged 191
		SP:Iteration 13Q (11540.840000 sec): 3 clusters
  Score: Raw -5256150.572648 + Penalty 3478.115954 = -5252672.456693
  nChanged 104
		SP:Iteration 14Q (11540.920000 sec): 3 clusters
  Score: Raw -5256242.436337 + Penalty 3478.115954 = -5252764.320383
  nChanged 71
		SP:Iteration 15Q (11541.010000 sec): 3 clusters
  Score: Raw -5256314.887307 + Penalty 3478.115954 = -5252836.771352
  nChanged 64
		SP:Iteration 16Q (11541.100000 sec): 3 clusters
  Score: Raw -5256398.209091 + Penalty 3478.115954 = -5252920.093137
  nChanged 48
		SP:Iteration 17Q (11541.180000 sec): 3 clusters
  Score: Raw -5256450.567987 + Penalty 3478.115954 = -5252972.452033
  nChanged 30
		SP:Iteration 18Q (11541.260000 sec): 3 clusters
  Score: Raw -5256476.800764 + Penalty 3478.115954 = -5252998.684810
  nChanged 20
		SP:Iteration 19Q (11541.340000 sec): 3 clusters
  Score: Raw -5256493.398630 + Penalty 3478.115954 = -5253015.282676
  nChanged 11
		SP:Iteration 20F (11541.460000 sec): 3 clusters
  Score: Raw -5256504.880345 + Penalty 3478.115954 = -5253026.764391
  nChanged 16
		SP:Iteration 21Q (11541.540000 sec): 3 clusters
  Score: Raw -5256519.115948 + Penalty 3478.115954 = -5253040.999994
  nChanged 12
		SP:Iteration 22Q (11541.620000 sec): 3 clusters
  Score: Raw -5256527.586396 + Penalty 3478.115954 = -5253049.470441
  nChanged 8
		SP:Iteration 23Q (11541.700000 sec): 3 clusters
  Score: Raw -5256531.436712 + Penalty 3478.115954 = -5253053.320757
  nChanged 2
		SP:Iteration 24Q (11541.780000 sec): 3 clusters
  Score: Raw -5256533.226271 + Penalty 3478.115954 = -5253055.110317
  nChanged 2
		SP:Iteration 25Q (11541.870000 sec): 3 clusters
  Score: Raw -5256535.777359 + Penalty 3478.115954 = -5253057.661404
  nChanged 2
		SP:Iteration 26Q (11541.950000 sec): 3 clusters
  Score: Raw -5256536.452500 + Penalty 3478.115954 = -5253058.336545
  nChanged 0
		SP:Iteration 27F (11542.060000 sec): 3 clusters
  Score: Raw -5256536.452500 + Penalty 3478.115954 = -5253058.336545
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11542.100000 sec): 2 clusters
  Score: Raw -173814.276618 + Penalty 1194.771679 = -172619.504939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11542.100000 sec): 3 clusters
  Score: Raw -173241.706146 + Penalty 2389.543358 = -170852.162788
  nChanged 537
		SP:Iteration 1F (11542.100000 sec): 3 clusters
  Score: Raw -173700.127904 + Penalty 2389.543358 = -171310.584546
  nChanged 161
		SP:Iteration 2F (11542.110000 sec): 3 clusters
  Score: Raw -173918.703129 + Penalty 2389.543358 = -171529.159772
  nChanged 104
		SP:Iteration 3F (11542.110000 sec): 3 clusters
  Score: Raw -174060.788384 + Penalty 2389.543358 = -171671.245027
  nChanged 80
		SP:Iteration 4F (11542.120000 sec): 3 clusters
  Score: Raw -174150.267944 + Penalty 2389.543358 = -171760.724586
  nChanged 49
		SP:Iteration 5Q (11542.120000 sec): 3 clusters
  Score: Raw -174204.216789 + Penalty 2389.543358 = -171814.673431
  nChanged 39
		SP:Iteration 6Q (11542.120000 sec): 3 clusters
  Score: Raw -174282.172899 + Penalty 2389.543358 = -171892.629542
  nChanged 48
		SP:Iteration 7Q (11542.130000 sec): 3 clusters
  Score: Raw -174337.037778 + Penalty 2389.543358 = -171947.494420
  nChanged 41
		SP:Iteration 8Q (11542.130000 sec): 3 clusters
  Score: Raw -174377.574047 + Penalty 2389.543358 = -171988.030689
  nChanged 39
		SP:Iteration 9Q (11542.140000 sec): 3 clusters
  Score: Raw -174408.340585 + Penalty 2389.543358 = -172018.797227
  nChanged 32
		SP:Iteration 10Q (11542.140000 sec): 3 clusters
  Score: Raw -174445.907801 + Penalty 2389.543358 = -172056.364444
  nChanged 27
		SP:Iteration 11Q (11542.140000 sec): 3 clusters
  Score: Raw -174495.059422 + Penalty 2389.543358 = -172105.516064
  nChanged 40
		SP:Iteration 12Q (11542.140000 sec): 3 clusters
  Score: Raw -174550.604375 + Penalty 2389.543358 = -172161.061017
  nChanged 35
		SP:Iteration 13Q (11542.150000 sec): 3 clusters
  Score: Raw -174600.953032 + Penalty 2389.543358 = -172211.409674
  nChanged 32
		SP:Iteration 14Q (11542.150000 sec): 3 clusters
  Score: Raw -174641.521594 + Penalty 2389.543358 = -172251.978236
  nChanged 30
		SP:Iteration 15Q (11542.160000 sec): 3 clusters
  Score: Raw -174672.858798 + Penalty 2389.543358 = -172283.315440
  nChanged 20
		SP:Iteration 16Q (11542.160000 sec): 3 clusters
  Score: Raw -174692.628011 + Penalty 2389.543358 = -172303.084653
  nChanged 22
		SP:Iteration 17Q (11542.160000 sec): 3 clusters
  Score: Raw -174717.894463 + Penalty 2389.543358 = -172328.351106
  nChanged 31
		SP:Iteration 18Q (11542.160000 sec): 3 clusters
  Score: Raw -174760.846665 + Penalty 2389.543358 = -172371.303308
  nChanged 33
		SP:Iteration 19Q (11542.170000 sec): 3 clusters
  Score: Raw -174835.725170 + Penalty 2389.543358 = -172446.181813
  nChanged 38
		SP:Iteration 20F (11542.170000 sec): 3 clusters
  Score: Raw -174974.922731 + Penalty 2389.543358 = -172585.379374
  nChanged 30
		SP:Iteration 21Q (11542.180000 sec): 3 clusters
  Score: Raw -175107.522559 + Penalty 2389.543358 = -172717.979202
  nChanged 20
		SP:Iteration 22Q (11542.180000 sec): 3 clusters
  Score: Raw -175130.574982 + Penalty 2389.543358 = -172741.031625
  nChanged 16
		SP:Iteration 23Q (11542.180000 sec): 3 clusters
  Score: Raw -175146.558416 + Penalty 2389.543358 = -172757.015058
  nChanged 7
		SP:Iteration 24Q (11542.180000 sec): 3 clusters
  Score: Raw -175152.966028 + Penalty 2389.543358 = -172763.422670
  nChanged 8
		SP:Iteration 25Q (11542.190000 sec): 3 clusters
  Score: Raw -175162.859881 + Penalty 2389.543358 = -172773.316524
  nChanged 6
		SP:Iteration 26Q (11542.190000 sec): 3 clusters
  Score: Raw -175170.955100 + Penalty 2389.543358 = -172781.411743
  nChanged 10
		SP:Iteration 27Q (11542.190000 sec): 3 clusters
  Score: Raw -175181.814523 + Penalty 2389.543358 = -172792.271165
  nChanged 7
		SP:Iteration 28Q (11542.200000 sec): 3 clusters
  Score: Raw -175190.834218 + Penalty 2389.543358 = -172801.290860
  nChanged 9
		SP:Iteration 29Q (11542.200000 sec): 3 clusters
  Score: Raw -175201.059744 + Penalty 2389.543358 = -172811.516386
  nChanged 9
		SP:Iteration 30Q (11542.200000 sec): 3 clusters
  Score: Raw -175215.212208 + Penalty 2389.543358 = -172825.668850
  nChanged 10
		SP:Iteration 31Q (11542.200000 sec): 3 clusters
  Score: Raw -175232.661108 + Penalty 2389.543358 = -172843.117751
  nChanged 18
		SP:Iteration 32Q (11542.210000 sec): 3 clusters
  Score: Raw -175266.148106 + Penalty 2389.543358 = -172876.604749
  nChanged 22
		SP:Iteration 33Q (11542.210000 sec): 3 clusters
  Score: Raw -175308.537051 + Penalty 2389.543358 = -172918.993693
  nChanged 18
		SP:Iteration 34Q (11542.210000 sec): 3 clusters
  Score: Raw -175339.789728 + Penalty 2389.543358 = -172950.246370
  nChanged 8
		SP:Iteration 35Q (11542.220000 sec): 3 clusters
  Score: Raw -175348.190342 + Penalty 2389.543358 = -172958.646984
  nChanged 5
		SP:Iteration 36Q (11542.220000 sec): 3 clusters
  Score: Raw -175354.646287 + Penalty 2389.543358 = -172965.102930
  nChanged 5
		SP:Iteration 37Q (11542.220000 sec): 3 clusters
  Score: Raw -175360.872507 + Penalty 2389.543358 = -172971.329149
  nChanged 4
		SP:Iteration 38Q (11542.220000 sec): 3 clusters
  Score: Raw -175366.020102 + Penalty 2389.543358 = -172976.476745
  nChanged 2
		SP:Iteration 39Q (11542.230000 sec): 3 clusters
  Score: Raw -175367.015745 + Penalty 2389.543358 = -172977.472387
  nChanged 0
		SP:Iteration 40F (11542.230000 sec): 3 clusters
  Score: Raw -175367.015745 + Penalty 2389.543358 = -172977.472387
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11542.250000 sec): 2 clusters
  Score: Raw -215812.375134 + Penalty 1217.301734 = -214595.073400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11542.250000 sec): 3 clusters
  Score: Raw -215048.326528 + Penalty 2434.603468 = -212613.723060
  nChanged 617
		SP:Iteration 1F (11542.260000 sec): 3 clusters
  Score: Raw -215415.712116 + Penalty 2434.603468 = -212981.108648
  nChanged 126
		SP:Iteration 2F (11542.260000 sec): 3 clusters
  Score: Raw -215510.064990 + Penalty 2434.603468 = -213075.461522
  nChanged 100
		SP:Iteration 3F (11542.260000 sec): 3 clusters
  Score: Raw -215582.697761 + Penalty 2434.603468 = -213148.094293
  nChanged 63
		SP:Iteration 4Q (11542.270000 sec): 3 clusters
  Score: Raw -215619.657955 + Penalty 2434.603468 = -213185.054487
  nChanged 44
		SP:Iteration 5Q (11542.270000 sec): 3 clusters
  Score: Raw -215644.693421 + Penalty 2434.603468 = -213210.089953
  nChanged 33
		SP:Iteration 6Q (11542.280000 sec): 3 clusters
  Score: Raw -215665.068662 + Penalty 2434.603468 = -213230.465194
  nChanged 22
		SP:Iteration 7Q (11542.280000 sec): 3 clusters
  Score: Raw -215674.978045 + Penalty 2434.603468 = -213240.374577
  nChanged 14
		SP:Iteration 8Q (11542.290000 sec): 3 clusters
  Score: Raw -215682.809882 + Penalty 2434.603468 = -213248.206414
  nChanged 16
		SP:Iteration 9Q (11542.290000 sec): 3 clusters
  Score: Raw -215694.443191 + Penalty 2434.603468 = -213259.839723
  nChanged 25
		SP:Iteration 10Q (11542.300000 sec): 3 clusters
  Score: Raw -215710.672628 + Penalty 2434.603468 = -213276.069160
  nChanged 22
		SP:Iteration 11Q (11542.300000 sec): 3 clusters
  Score: Raw -215722.949491 + Penalty 2434.603468 = -213288.346023
  nChanged 16
		SP:Iteration 12Q (11542.300000 sec): 3 clusters
  Score: Raw -215730.813231 + Penalty 2434.603468 = -213296.209763
  nChanged 14
		SP:Iteration 13Q (11542.310000 sec): 3 clusters
  Score: Raw -215736.622971 + Penalty 2434.603468 = -213302.019503
  nChanged 17
		SP:Iteration 14Q (11542.310000 sec): 3 clusters
  Score: Raw -215742.664993 + Penalty 2434.603468 = -213308.061525
  nChanged 14
		SP:Iteration 15Q (11542.320000 sec): 3 clusters
  Score: Raw -215748.882832 + Penalty 2434.603468 = -213314.279364
  nChanged 13
		SP:Iteration 16Q (11542.320000 sec): 3 clusters
  Score: Raw -215755.353019 + Penalty 2434.603468 = -213320.749551
  nChanged 14
		SP:Iteration 17Q (11542.320000 sec): 3 clusters
  Score: Raw -215762.703029 + Penalty 2434.603468 = -213328.099561
  nChanged 13
		SP:Iteration 18Q (11542.330000 sec): 3 clusters
  Score: Raw -215767.173938 + Penalty 2434.603468 = -213332.570470
  nChanged 10
		SP:Iteration 19Q (11542.340000 sec): 3 clusters
  Score: Raw -215770.775931 + Penalty 2434.603468 = -213336.172463
  nChanged 8
		SP:Iteration 20F (11542.340000 sec): 3 clusters
  Score: Raw -215774.912456 + Penalty 2434.603468 = -213340.308988
  nChanged 7
		SP:Iteration 21Q (11542.340000 sec): 3 clusters
  Score: Raw -215777.829927 + Penalty 2434.603468 = -213343.226459
  nChanged 7
		SP:Iteration 22Q (11542.350000 sec): 3 clusters
  Score: Raw -215782.412248 + Penalty 2434.603468 = -213347.808780
  nChanged 7
		SP:Iteration 23Q (11542.350000 sec): 3 clusters
  Score: Raw -215785.924000 + Penalty 2434.603468 = -213351.320532
  nChanged 4
		SP:Iteration 24Q (11542.360000 sec): 3 clusters
  Score: Raw -215788.134210 + Penalty 2434.603468 = -213353.530742
  nChanged 2
		SP:Iteration 25Q (11542.360000 sec): 3 clusters
  Score: Raw -215789.017675 + Penalty 2434.603468 = -213354.414207
  nChanged 3
		SP:Iteration 26Q (11542.360000 sec): 3 clusters
  Score: Raw -215790.244854 + Penalty 2434.603468 = -213355.641386
  nChanged 0
		SP:Iteration 27F (11542.370000 sec): 3 clusters
  Score: Raw -215790.244854 + Penalty 2434.603468 = -213355.641386
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11542.440000 sec): 2 clusters
  Score: Raw -2894571.934606 + Penalty 1642.758238 = -2892929.176368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11542.510000 sec): 3 clusters
  Score: Raw -2879482.771813 + Penalty 3285.516476 = -2876197.255337
  nChanged 11334
		SP:Iteration 1F (11542.570000 sec): 3 clusters
  Score: Raw -2885746.511785 + Penalty 3285.516476 = -2882460.995309
  nChanged 1101
		SP:Iteration 2Q (11542.640000 sec): 3 clusters
  Score: Raw -2886113.738710 + Penalty 3285.516476 = -2882828.222233
  nChanged 1101
		SP:Iteration 3Q (11542.700000 sec): 3 clusters
  Score: Raw -2886517.823120 + Penalty 3285.516476 = -2883232.306644
  nChanged 1149
		SP:Iteration 4Q (11542.770000 sec): 3 clusters
  Score: Raw -2886985.639336 + Penalty 3285.516476 = -2883700.122859
  nChanged 1268
		SP:Iteration 5F (11542.830000 sec): 3 clusters
  Score: Raw -2887598.605201 + Penalty 3285.516476 = -2884313.088725
  nChanged 1402
		SP:Iteration 6F (11542.900000 sec): 3 clusters
  Score: Raw -2888411.630807 + Penalty 3285.516476 = -2885126.114331
  nChanged 1605
		SP:Iteration 7F (11542.960000 sec): 3 clusters
  Score: Raw -2889506.165470 + Penalty 3285.516476 = -2886220.648994
  nChanged 1707
		SP:Iteration 8F (11543.020000 sec): 3 clusters
  Score: Raw -2890775.248574 + Penalty 3285.516476 = -2887489.732097
  nChanged 1525
		SP:Iteration 9F (11543.080000 sec): 3 clusters
  Score: Raw -2892001.210148 + Penalty 3285.516476 = -2888715.693672
  nChanged 1224
		SP:Iteration 10Q (11543.150000 sec): 3 clusters
  Score: Raw -2893036.113231 + Penalty 3285.516476 = -2889750.596754
  nChanged 867
		SP:Iteration 11Q (11543.220000 sec): 3 clusters
  Score: Raw -2893779.275770 + Penalty 3285.516476 = -2890493.759294
  nChanged 529
		SP:Iteration 12Q (11543.280000 sec): 3 clusters
  Score: Raw -2894232.544509 + Penalty 3285.516476 = -2890947.028033
  nChanged 266
		SP:Iteration 13Q (11543.340000 sec): 3 clusters
  Score: Raw -2894460.776251 + Penalty 3285.516476 = -2891175.259775
  nChanged 133
		SP:Iteration 14Q (11543.390000 sec): 3 clusters
  Score: Raw -2894584.913956 + Penalty 3285.516476 = -2891299.397480
  nChanged 69
		SP:Iteration 15Q (11543.450000 sec): 3 clusters
  Score: Raw -2894651.465975 + Penalty 3285.516476 = -2891365.949499
  nChanged 36
		SP:Iteration 16Q (11543.500000 sec): 3 clusters
  Score: Raw -2894689.104907 + Penalty 3285.516476 = -2891403.588431
  nChanged 22
		SP:Iteration 17Q (11543.550000 sec): 3 clusters
  Score: Raw -2894711.353007 + Penalty 3285.516476 = -2891425.836531
  nChanged 16
		SP:Iteration 18Q (11543.600000 sec): 3 clusters
  Score: Raw -2894723.538149 + Penalty 3285.516476 = -2891438.021673
  nChanged 9
		SP:Iteration 19Q (11543.650000 sec): 3 clusters
  Score: Raw -2894732.654834 + Penalty 3285.516476 = -2891447.138357
  nChanged 13
		SP:Iteration 20F (11543.710000 sec): 3 clusters
  Score: Raw -2894745.927865 + Penalty 3285.516476 = -2891460.411389
  nChanged 9
		SP:Iteration 21Q (11543.760000 sec): 3 clusters
  Score: Raw -2894753.196848 + Penalty 3285.516476 = -2891467.680372
  nChanged 6
		SP:Iteration 22Q (11543.810000 sec): 3 clusters
  Score: Raw -2894756.664619 + Penalty 3285.516476 = -2891471.148142
  nChanged 2
		SP:Iteration 23Q (11543.860000 sec): 3 clusters
  Score: Raw -2894758.279089 + Penalty 3285.516476 = -2891472.762612
  nChanged 2
		SP:Iteration 24Q (11543.900000 sec): 3 clusters
  Score: Raw -2894759.503266 + Penalty 3285.516476 = -2891473.986790
  nChanged 2
		SP:Iteration 25Q (11543.950000 sec): 3 clusters
  Score: Raw -2894761.929684 + Penalty 3285.516476 = -2891476.413208
  nChanged 1
		SP:Iteration 26Q (11544.000000 sec): 3 clusters
  Score: Raw -2894762.561722 + Penalty 3285.516476 = -2891477.045245
  nChanged 2
		SP:Iteration 27Q (11544.050000 sec): 3 clusters
  Score: Raw -2894764.984189 + Penalty 3285.516476 = -2891479.467713
  nChanged 2
		SP:Iteration 28Q (11544.100000 sec): 3 clusters
  Score: Raw -2894767.277318 + Penalty 3285.516476 = -2891481.760842
  nChanged 3
		SP:Iteration 29Q (11544.140000 sec): 3 clusters
  Score: Raw -2894772.122554 + Penalty 3285.516476 = -2891486.606077
  nChanged 3
		SP:Iteration 30Q (11544.190000 sec): 3 clusters
  Score: Raw -2894776.314598 + Penalty 3285.516476 = -2891490.798122
  nChanged 4
		SP:Iteration 31Q (11544.240000 sec): 3 clusters
  Score: Raw -2894779.950227 + Penalty 3285.516476 = -2891494.433751
  nChanged 1
		SP:Iteration 32Q (11544.280000 sec): 3 clusters
  Score: Raw -2894781.186389 + Penalty 3285.516476 = -2891495.669913
  nChanged 0
		SP:Iteration 33F (11544.350000 sec): 3 clusters
  Score: Raw -2894781.186389 + Penalty 3285.516476 = -2891495.669913
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (36024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11544.450000 sec): 2 clusters
  Score: Raw -4215678.252815 + Penalty 1704.940358 = -4213973.312457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11544.540000 sec): 3 clusters
  Score: Raw -4193336.036819 + Penalty 3409.880715 = -4189926.156104
  nChanged 16625
		SP:Iteration 1F (11544.640000 sec): 3 clusters
  Score: Raw -4202946.483948 + Penalty 3409.880715 = -4199536.603233
  nChanged 2358
		SP:Iteration 2F (11544.730000 sec): 3 clusters
  Score: Raw -4204389.243847 + Penalty 3409.880715 = -4200979.363131
  nChanged 2859
		SP:Iteration 3F (11544.820000 sec): 3 clusters
  Score: Raw -4206458.482963 + Penalty 3409.880715 = -4203048.602248
  nChanged 2969
		SP:Iteration 4F (11544.920000 sec): 3 clusters
  Score: Raw -4208469.455706 + Penalty 3409.880715 = -4205059.574991
  nChanged 2587
		SP:Iteration 5F (11545.020000 sec): 3 clusters
  Score: Raw -4209952.644842 + Penalty 3409.880715 = -4206542.764127
  nChanged 1914
		SP:Iteration 6F (11545.110000 sec): 3 clusters
  Score: Raw -4210810.886478 + Penalty 3409.880715 = -4207401.005763
  nChanged 1380
		SP:Iteration 7Q (11545.200000 sec): 3 clusters
  Score: Raw -4211299.412117 + Penalty 3409.880715 = -4207889.531402
  nChanged 1024
		SP:Iteration 8Q (11545.300000 sec): 3 clusters
  Score: Raw -4211587.572362 + Penalty 3409.880715 = -4208177.691647
  nChanged 782
		SP:Iteration 9Q (11545.400000 sec): 3 clusters
  Score: Raw -4211785.354127 + Penalty 3409.880715 = -4208375.473412
  nChanged 650
		SP:Iteration 10Q (11545.490000 sec): 3 clusters
  Score: Raw -4211964.953363 + Penalty 3409.880715 = -4208555.072648
  nChanged 639
		SP:Iteration 11Q (11545.580000 sec): 3 clusters
  Score: Raw -4212141.118213 + Penalty 3409.880715 = -4208731.237498
  nChanged 646
		SP:Iteration 12Q (11545.680000 sec): 3 clusters
  Score: Raw -4212327.876956 + Penalty 3409.880715 = -4208917.996241
  nChanged 659
		SP:Iteration 13Q (11545.780000 sec): 3 clusters
  Score: Raw -4212542.122082 + Penalty 3409.880715 = -4209132.241367
  nChanged 703
		SP:Iteration 14Q (11545.870000 sec): 3 clusters
  Score: Raw -4212799.174613 + Penalty 3409.880715 = -4209389.293897
  nChanged 814
		SP:Iteration 15Q (11545.970000 sec): 3 clusters
  Score: Raw -4213140.626322 + Penalty 3409.880715 = -4209730.745607
  nChanged 818
		SP:Iteration 16Q (11546.060000 sec): 3 clusters
  Score: Raw -4213514.755946 + Penalty 3409.880715 = -4210104.875231
  nChanged 767
		SP:Iteration 17Q (11546.160000 sec): 3 clusters
  Score: Raw -4213896.502199 + Penalty 3409.880715 = -4210486.621484
  nChanged 704
		SP:Iteration 18Q (11546.260000 sec): 3 clusters
  Score: Raw -4214231.498460 + Penalty 3409.880715 = -4210821.617745
  nChanged 608
		SP:Iteration 19Q (11546.350000 sec): 3 clusters
  Score: Raw -4214530.697081 + Penalty 3409.880715 = -4211120.816365
  nChanged 551
		SP:Iteration 20F (11546.440000 sec): 3 clusters
  Score: Raw -4214827.303211 + Penalty 3409.880715 = -4211417.422496
  nChanged 472
		SP:Iteration 21Q (11546.530000 sec): 3 clusters
  Score: Raw -4215076.553957 + Penalty 3409.880715 = -4211666.673242
  nChanged 376
		SP:Iteration 22Q (11546.620000 sec): 3 clusters
  Score: Raw -4215291.978612 + Penalty 3409.880715 = -4211882.097897
  nChanged 312
		SP:Iteration 23Q (11546.710000 sec): 3 clusters
  Score: Raw -4215471.914515 + Penalty 3409.880715 = -4212062.033800
  nChanged 233
		SP:Iteration 24Q (11546.800000 sec): 3 clusters
  Score: Raw -4215611.901271 + Penalty 3409.880715 = -4212202.020555
  nChanged 164
		SP:Iteration 25Q (11546.880000 sec): 3 clusters
  Score: Raw -4215716.028546 + Penalty 3409.880715 = -4212306.147831
  nChanged 120
		SP:Iteration 26Q (11546.960000 sec): 3 clusters
  Score: Raw -4215792.909151 + Penalty 3409.880715 = -4212383.028436
  nChanged 85
		SP:Iteration 27Q (11547.040000 sec): 3 clusters
  Score: Raw -4215845.331874 + Penalty 3409.880715 = -4212435.451159
  nChanged 65
		SP:Iteration 28Q (11547.120000 sec): 3 clusters
  Score: Raw -4215883.006542 + Penalty 3409.880715 = -4212473.125827
  nChanged 44
		SP:Iteration 29Q (11547.200000 sec): 3 clusters
  Score: Raw -4215906.263744 + Penalty 3409.880715 = -4212496.383029
  nChanged 35
		SP:Iteration 30Q (11547.270000 sec): 3 clusters
  Score: Raw -4215930.512891 + Penalty 3409.880715 = -4212520.632176
  nChanged 30
		SP:Iteration 31Q (11547.340000 sec): 3 clusters
  Score: Raw -4215948.020451 + Penalty 3409.880715 = -4212538.139736
  nChanged 18
		SP:Iteration 32Q (11547.420000 sec): 3 clusters
  Score: Raw -4215958.357064 + Penalty 3409.880715 = -4212548.476349
  nChanged 14
		SP:Iteration 33Q (11547.490000 sec): 3 clusters
  Score: Raw -4215967.304134 + Penalty 3409.880715 = -4212557.423419
  nChanged 8
		SP:Iteration 34Q (11547.570000 sec): 3 clusters
  Score: Raw -4215970.147207 + Penalty 3409.880715 = -4212560.266492
  nChanged 6
		SP:Iteration 35Q (11547.640000 sec): 3 clusters
  Score: Raw -4215972.486534 + Penalty 3409.880715 = -4212562.605819
  nChanged 5
		SP:Iteration 36Q (11547.720000 sec): 3 clusters
  Score: Raw -4215976.280304 + Penalty 3409.880715 = -4212566.399589
  nChanged 4
		SP:Iteration 37Q (11547.790000 sec): 3 clusters
  Score: Raw -4215978.271641 + Penalty 3409.880715 = -4212568.390926
  nChanged 2
		SP:Iteration 38Q (11547.860000 sec): 3 clusters
  Score: Raw -4215979.356538 + Penalty 3409.880715 = -4212569.475822
  nChanged 5
		SP:Iteration 39Q (11547.940000 sec): 3 clusters
  Score: Raw -4215981.297940 + Penalty 3409.880715 = -4212571.417225
  nChanged 3
		SP:Iteration 40F (11548.030000 sec): 3 clusters
  Score: Raw -4215982.892873 + Penalty 3409.880715 = -4212573.012158
  nChanged 5
		SP:Iteration 41Q (11548.100000 sec): 3 clusters
  Score: Raw -4215986.062144 + Penalty 3409.880715 = -4212576.181429
  nChanged 6
		SP:Iteration 42Q (11548.180000 sec): 3 clusters
  Score: Raw -4215990.428608 + Penalty 3409.880715 = -4212580.547893
  nChanged 8
		SP:Iteration 43Q (11548.250000 sec): 3 clusters
  Score: Raw -4215994.364657 + Penalty 3409.880715 = -4212584.483942
  nChanged 5
		SP:Iteration 44Q (11548.330000 sec): 3 clusters
  Score: Raw -4215996.685777 + Penalty 3409.880715 = -4212586.805062
  nChanged 3
		SP:Iteration 45Q (11548.410000 sec): 3 clusters
  Score: Raw -4215998.423321 + Penalty 3409.880715 = -4212588.542605
  nChanged 3
		SP:Iteration 46Q (11548.480000 sec): 3 clusters
  Score: Raw -4215999.673400 + Penalty 3409.880715 = -4212589.792684
  nChanged 2
		SP:Iteration 47Q (11548.550000 sec): 3 clusters
  Score: Raw -4216000.345059 + Penalty 3409.880715 = -4212590.464344
  nChanged 0
		SP:Iteration 48F (11548.640000 sec): 3 clusters
  Score: Raw -4216000.345059 + Penalty 3409.880715 = -4212590.464344
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (139034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11549.070000 sec): 2 clusters
  Score: Raw -16222095.169238 + Penalty 1924.401990 = -16220170.767248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11549.440000 sec): 3 clusters
  Score: Raw -16130950.177461 + Penalty 3848.803981 = -16127101.373480
  nChanged 66778
		SP:Iteration 1F (11549.810000 sec): 3 clusters
  Score: Raw -16170591.440965 + Penalty 3848.803981 = -16166742.636984
  nChanged 5064
		SP:Iteration 2Q (11550.200000 sec): 3 clusters
  Score: Raw -16172150.069832 + Penalty 3848.803981 = -16168301.265852
  nChanged 5941
		SP:Iteration 3Q (11550.580000 sec): 3 clusters
  Score: Raw -16174446.967699 + Penalty 3848.803981 = -16170598.163718
  nChanged 7094
		SP:Iteration 4F (11550.950000 sec): 3 clusters
  Score: Raw -16177641.259667 + Penalty 3848.803981 = -16173792.455686
  nChanged 8027
		SP:Iteration 5F (11551.330000 sec): 3 clusters
  Score: Raw -16181692.458809 + Penalty 3848.803981 = -16177843.654828
  nChanged 8229
		SP:Iteration 6F (11551.700000 sec): 3 clusters
  Score: Raw -16186053.314892 + Penalty 3848.803981 = -16182204.510912
  nChanged 7673
		SP:Iteration 7F (11552.070000 sec): 3 clusters
  Score: Raw -16190288.688164 + Penalty 3848.803981 = -16186439.884183
  nChanged 6831
		SP:Iteration 8Q (11552.450000 sec): 3 clusters
  Score: Raw -16194499.159926 + Penalty 3848.803981 = -16190650.355946
  nChanged 5996
		SP:Iteration 9Q (11552.820000 sec): 3 clusters
  Score: Raw -16198498.317901 + Penalty 3848.803981 = -16194649.513921
  nChanged 5088
		SP:Iteration 10Q (11553.180000 sec): 3 clusters
  Score: Raw -16201871.292740 + Penalty 3848.803981 = -16198022.488759
  nChanged 4177
		SP:Iteration 11Q (11553.530000 sec): 3 clusters
  Score: Raw -16204314.511224 + Penalty 3848.803981 = -16200465.707243
  nChanged 3586
		SP:Iteration 12Q (11553.870000 sec): 3 clusters
  Score: Raw -16206172.137391 + Penalty 3848.803981 = -16202323.333411
  nChanged 3446
		SP:Iteration 13Q (11554.210000 sec): 3 clusters
  Score: Raw -16207864.991877 + Penalty 3848.803981 = -16204016.187896
  nChanged 3348
		SP:Iteration 14Q (11554.530000 sec): 3 clusters
  Score: Raw -16209566.276456 + Penalty 3848.803981 = -16205717.472476
  nChanged 3273
		SP:Iteration 15Q (11554.850000 sec): 3 clusters
  Score: Raw -16211303.190928 + Penalty 3848.803981 = -16207454.386947
  nChanged 3057
		SP:Iteration 16Q (11555.160000 sec): 3 clusters
  Score: Raw -16212996.277280 + Penalty 3848.803981 = -16209147.473299
  nChanged 2875
		SP:Iteration 17Q (11555.470000 sec): 3 clusters
  Score: Raw -16214715.269853 + Penalty 3848.803981 = -16210866.465872
  nChanged 2576
		SP:Iteration 18Q (11555.760000 sec): 3 clusters
  Score: Raw -16216343.599464 + Penalty 3848.803981 = -16212494.795484
  nChanged 2286
		SP:Iteration 19Q (11556.050000 sec): 3 clusters
  Score: Raw -16217865.461319 + Penalty 3848.803981 = -16214016.657338
  nChanged 1903
		SP:Iteration 20F (11556.420000 sec): 3 clusters
  Score: Raw -16219171.154104 + Penalty 3848.803981 = -16215322.350123
  nChanged 1498
		SP:Iteration 21Q (11556.700000 sec): 3 clusters
  Score: Raw -16220202.804619 + Penalty 3848.803981 = -16216354.000638
  nChanged 1113
		SP:Iteration 22Q (11556.970000 sec): 3 clusters
  Score: Raw -16220962.735973 + Penalty 3848.803981 = -16217113.931993
  nChanged 724
		SP:Iteration 23Q (11557.230000 sec): 3 clusters
  Score: Raw -16221454.591828 + Penalty 3848.803981 = -16217605.787848
  nChanged 503
		SP:Iteration 24Q (11557.500000 sec): 3 clusters
  Score: Raw -16221785.630805 + Penalty 3848.803981 = -16217936.826825
  nChanged 334
		SP:Iteration 25Q (11557.760000 sec): 3 clusters
  Score: Raw -16222001.626700 + Penalty 3848.803981 = -16218152.822719
  nChanged 218
		SP:Iteration 26Q (11558.010000 sec): 3 clusters
  Score: Raw -16222137.488077 + Penalty 3848.803981 = -16218288.684096
  nChanged 140
		SP:Iteration 27Q (11558.270000 sec): 3 clusters
  Score: Raw -16222223.861356 + Penalty 3848.803981 = -16218375.057375
  nChanged 98
		SP:Iteration 28Q (11558.520000 sec): 3 clusters
  Score: Raw -16222285.156246 + Penalty 3848.803981 = -16218436.352266
  nChanged 71
		SP:Iteration 29Q (11558.780000 sec): 3 clusters
  Score: Raw -16222318.900408 + Penalty 3848.803981 = -16218470.096428
  nChanged 45
		SP:Iteration 30Q (11559.030000 sec): 3 clusters
  Score: Raw -16222335.368736 + Penalty 3848.803981 = -16218486.564756
  nChanged 23
		SP:Iteration 31Q (11559.290000 sec): 3 clusters
  Score: Raw -16222345.376991 + Penalty 3848.803981 = -16218496.573010
  nChanged 31
		SP:Iteration 32Q (11559.540000 sec): 3 clusters
  Score: Raw -16222361.109467 + Penalty 3848.803981 = -16218512.305486
  nChanged 23
		SP:Iteration 33Q (11559.790000 sec): 3 clusters
  Score: Raw -16222374.262033 + Penalty 3848.803981 = -16218525.458052
  nChanged 28
		SP:Iteration 34Q (11560.040000 sec): 3 clusters
  Score: Raw -16222392.361113 + Penalty 3848.803981 = -16218543.557132
  nChanged 25
		SP:Iteration 35Q (11560.300000 sec): 3 clusters
  Score: Raw -16222406.821366 + Penalty 3848.803981 = -16218558.017385
  nChanged 13
		SP:Iteration 36Q (11560.560000 sec): 3 clusters
  Score: Raw -16222413.678158 + Penalty 3848.803981 = -16218564.874177
  nChanged 18
		SP:Iteration 37Q (11560.830000 sec): 3 clusters
  Score: Raw -16222420.352185 + Penalty 3848.803981 = -16218571.548204
  nChanged 5
		SP:Iteration 38Q (11561.090000 sec): 3 clusters
  Score: Raw -16222422.934534 + Penalty 3848.803981 = -16218574.130553
  nChanged 8
		SP:Iteration 39Q (11561.350000 sec): 3 clusters
  Score: Raw -16222426.334659 + Penalty 3848.803981 = -16218577.530678
  nChanged 6
		SP:Iteration 40F (11561.710000 sec): 3 clusters
  Score: Raw -16222429.167764 + Penalty 3848.803981 = -16218580.363783
  nChanged 6
		SP:Iteration 41Q (11561.970000 sec): 3 clusters
  Score: Raw -16222432.875592 + Penalty 3848.803981 = -16218584.071611
  nChanged 12
		SP:Iteration 42Q (11562.220000 sec): 3 clusters
  Score: Raw -16222438.301953 + Penalty 3848.803981 = -16218589.497973
  nChanged 7
		SP:Iteration 43Q (11562.470000 sec): 3 clusters
  Score: Raw -16222441.127838 + Penalty 3848.803981 = -16218592.323857
  nChanged 7
		SP:Iteration 44Q (11562.730000 sec): 3 clusters
  Score: Raw -16222443.845231 + Penalty 3848.803981 = -16218595.041250
  nChanged 6
		SP:Iteration 45Q (11562.980000 sec): 3 clusters
  Score: Raw -16222446.644294 + Penalty 3848.803981 = -16218597.840313
  nChanged 7
		SP:Iteration 46Q (11563.230000 sec): 3 clusters
  Score: Raw -16222449.704277 + Penalty 3848.803981 = -16218600.900297
  nChanged 6
		SP:Iteration 47Q (11563.490000 sec): 3 clusters
  Score: Raw -16222451.633303 + Penalty 3848.803981 = -16218602.829322
  nChanged 5
		SP:Iteration 48Q (11563.740000 sec): 3 clusters
  Score: Raw -16222453.332405 + Penalty 3848.803981 = -16218604.528425
  nChanged 4
		SP:Iteration 49Q (11563.990000 sec): 3 clusters
  Score: Raw -16222455.727515 + Penalty 3848.803981 = -16218606.923535
  nChanged 3
		SP:Iteration 50Q (11564.250000 sec): 3 clusters
  Score: Raw -16222457.047090 + Penalty 3848.803981 = -16218608.243109
  nChanged 4
		SP:Iteration 51Q (11564.510000 sec): 3 clusters
  Score: Raw -16222459.704979 + Penalty 3848.803981 = -16218610.900998
  nChanged 6
		SP:Iteration 52Q (11564.780000 sec): 3 clusters
  Score: Raw -16222462.914204 + Penalty 3848.803981 = -16218614.110224
  nChanged 5
		SP:Iteration 53Q (11565.030000 sec): 3 clusters
  Score: Raw -16222465.051206 + Penalty 3848.803981 = -16218616.247225
  nChanged 6
		SP:Iteration 54Q (11565.290000 sec): 3 clusters
  Score: Raw -16222468.165151 + Penalty 3848.803981 = -16218619.361170
  nChanged 4
		SP:Iteration 55Q (11565.540000 sec): 3 clusters
  Score: Raw -16222469.726919 + Penalty 3848.803981 = -16218620.922939
  nChanged 1
		SP:Iteration 56Q (11565.790000 sec): 3 clusters
  Score: Raw -16222470.255663 + Penalty 3848.803981 = -16218621.451682
  nChanged 1
		SP:Iteration 57Q (11566.050000 sec): 3 clusters
  Score: Raw -16222470.513550 + Penalty 3848.803981 = -16218621.709569
  nChanged 0
		SP:Iteration 58F (11566.410000 sec): 3 clusters
  Score: Raw -16222470.513550 + Penalty 3848.803981 = -16218621.709569
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (3626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11566.500000 sec): 2 clusters
  Score: Raw -347222.464605 + Penalty 1331.831376 = -345890.633229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11566.510000 sec): 3 clusters
  Score: Raw -345453.080963 + Penalty 2663.662752 = -342789.418210
  nChanged 1405
		SP:Iteration 1F (11566.510000 sec): 3 clusters
  Score: Raw -346537.922387 + Penalty 2663.662752 = -343874.259635
  nChanged 415
		SP:Iteration 2F (11566.530000 sec): 3 clusters
  Score: Raw -347097.910754 + Penalty 2663.662752 = -344434.248002
  nChanged 351
		SP:Iteration 3F (11566.530000 sec): 3 clusters
  Score: Raw -347612.988324 + Penalty 2663.662752 = -344949.325571
  nChanged 287
		SP:Iteration 4F (11566.540000 sec): 3 clusters
  Score: Raw -347959.365452 + Penalty 2663.662752 = -345295.702699
  nChanged 220
		SP:Iteration 5F (11566.550000 sec): 3 clusters
  Score: Raw -348243.342258 + Penalty 2663.662752 = -345579.679506
  nChanged 192
		SP:Iteration 6F (11566.560000 sec): 3 clusters
  Score: Raw -348521.163313 + Penalty 2663.662752 = -345857.500560
  nChanged 156
		SP:Iteration 7Q (11566.570000 sec): 3 clusters
  Score: Raw -348728.403076 + Penalty 2663.662752 = -346064.740323
  nChanged 147
		SP:Iteration 8Q (11566.580000 sec): 3 clusters
  Score: Raw -348911.205873 + Penalty 2663.662752 = -346247.543121
  nChanged 117
		SP:Iteration 9Q (11566.590000 sec): 3 clusters
  Score: Raw -349048.767838 + Penalty 2663.662752 = -346385.105086
  nChanged 98
		SP:Iteration 10Q (11566.590000 sec): 3 clusters
  Score: Raw -349139.756020 + Penalty 2663.662752 = -346476.093268
  nChanged 60
		SP:Iteration 11Q (11566.600000 sec): 3 clusters
  Score: Raw -349186.296338 + Penalty 2663.662752 = -346522.633586
  nChanged 48
		SP:Iteration 12Q (11566.610000 sec): 3 clusters
  Score: Raw -349214.452546 + Penalty 2663.662752 = -346550.789794
  nChanged 28
		SP:Iteration 13Q (11566.620000 sec): 3 clusters
  Score: Raw -349230.257335 + Penalty 2663.662752 = -346566.594583
  nChanged 20
		SP:Iteration 14Q (11566.620000 sec): 3 clusters
  Score: Raw -349241.849397 + Penalty 2663.662752 = -346578.186645
  nChanged 18
		SP:Iteration 15Q (11566.630000 sec): 3 clusters
  Score: Raw -349253.010161 + Penalty 2663.662752 = -346589.347409
  nChanged 15
		SP:Iteration 16Q (11566.640000 sec): 3 clusters
  Score: Raw -349258.943956 + Penalty 2663.662752 = -346595.281204
  nChanged 15
		SP:Iteration 17Q (11566.650000 sec): 3 clusters
  Score: Raw -349265.104783 + Penalty 2663.662752 = -346601.442030
  nChanged 9
		SP:Iteration 18Q (11566.650000 sec): 3 clusters
  Score: Raw -349269.294587 + Penalty 2663.662752 = -346605.631835
  nChanged 11
		SP:Iteration 19Q (11566.660000 sec): 3 clusters
  Score: Raw -349276.068804 + Penalty 2663.662752 = -346612.406052
  nChanged 9
		SP:Iteration 20F (11566.670000 sec): 3 clusters
  Score: Raw -349282.600560 + Penalty 2663.662752 = -346618.937808
  nChanged 7
		SP:Iteration 21Q (11566.680000 sec): 3 clusters
  Score: Raw -349287.423906 + Penalty 2663.662752 = -346623.761153
  nChanged 3
		SP:Iteration 22Q (11566.690000 sec): 3 clusters
  Score: Raw -349289.757615 + Penalty 2663.662752 = -346626.094863
  nChanged 7
		SP:Iteration 23Q (11566.690000 sec): 3 clusters
  Score: Raw -349294.080059 + Penalty 2663.662752 = -346630.417307
  nChanged 6
		SP:Iteration 24Q (11566.700000 sec): 3 clusters
  Score: Raw -349297.263539 + Penalty 2663.662752 = -346633.600787
  nChanged 8
		SP:Iteration 25Q (11566.710000 sec): 3 clusters
  Score: Raw -349302.653407 + Penalty 2663.662752 = -346638.990655
  nChanged 9
		SP:Iteration 26Q (11566.720000 sec): 3 clusters
  Score: Raw -349308.358256 + Penalty 2663.662752 = -346644.695504
  nChanged 9
		SP:Iteration 27Q (11566.720000 sec): 3 clusters
  Score: Raw -349312.064546 + Penalty 2663.662752 = -346648.401794
  nChanged 7
		SP:Iteration 28Q (11566.730000 sec): 3 clusters
  Score: Raw -349315.120520 + Penalty 2663.662752 = -346651.457768
  nChanged 7
		SP:Iteration 29Q (11566.740000 sec): 3 clusters
  Score: Raw -349317.990316 + Penalty 2663.662752 = -346654.327564
  nChanged 5
		SP:Iteration 30Q (11566.750000 sec): 3 clusters
  Score: Raw -349322.670277 + Penalty 2663.662752 = -346659.007524
  nChanged 3
		SP:Iteration 31Q (11566.750000 sec): 3 clusters
  Score: Raw -349324.927698 + Penalty 2663.662752 = -346661.264946
  nChanged 6
		SP:Iteration 32Q (11566.760000 sec): 3 clusters
  Score: Raw -349328.206245 + Penalty 2663.662752 = -346664.543492
  nChanged 4
		SP:Iteration 33Q (11566.770000 sec): 3 clusters
  Score: Raw -349329.590246 + Penalty 2663.662752 = -346665.927494
  nChanged 2
		SP:Iteration 34Q (11566.780000 sec): 3 clusters
  Score: Raw -349331.957617 + Penalty 2663.662752 = -346668.294865
  nChanged 1
		SP:Iteration 35Q (11566.780000 sec): 3 clusters
  Score: Raw -349332.262847 + Penalty 2663.662752 = -346668.600095
  nChanged 0
		SP:Iteration 36F (11566.790000 sec): 3 clusters
  Score: Raw -349332.262847 + Penalty 2663.662752 = -346668.600095
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11566.810000 sec): 2 clusters
  Score: Raw -174784.148371 + Penalty 1201.804761 = -173582.343610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11566.810000 sec): 3 clusters
  Score: Raw -174127.704627 + Penalty 2403.609523 = -171724.095104
  nChanged 559
		SP:Iteration 1F (11566.810000 sec): 3 clusters
  Score: Raw -174557.990725 + Penalty 2403.609523 = -172154.381202
  nChanged 146
		SP:Iteration 2F (11566.820000 sec): 3 clusters
  Score: Raw -174717.616815 + Penalty 2403.609523 = -172314.007292
  nChanged 99
		SP:Iteration 3F (11566.830000 sec): 3 clusters
  Score: Raw -174835.057751 + Penalty 2403.609523 = -172431.448228
  nChanged 79
		SP:Iteration 4Q (11566.830000 sec): 3 clusters
  Score: Raw -174938.228733 + Penalty 2403.609523 = -172534.619210
  nChanged 73
		SP:Iteration 5Q (11566.830000 sec): 3 clusters
  Score: Raw -175025.772324 + Penalty 2403.609523 = -172622.162801
  nChanged 72
		SP:Iteration 6Q (11566.830000 sec): 3 clusters
  Score: Raw -175113.354510 + Penalty 2403.609523 = -172709.744987
  nChanged 60
		SP:Iteration 7Q (11566.840000 sec): 3 clusters
  Score: Raw -175199.597855 + Penalty 2403.609523 = -172795.988332
  nChanged 54
		SP:Iteration 8Q (11566.840000 sec): 3 clusters
  Score: Raw -175284.353129 + Penalty 2403.609523 = -172880.743607
  nChanged 51
		SP:Iteration 9Q (11566.850000 sec): 3 clusters
  Score: Raw -175343.279341 + Penalty 2403.609523 = -172939.669818
  nChanged 38
		SP:Iteration 10Q (11566.850000 sec): 3 clusters
  Score: Raw -175377.114616 + Penalty 2403.609523 = -172973.505093
  nChanged 22
		SP:Iteration 11Q (11566.850000 sec): 3 clusters
  Score: Raw -175395.548253 + Penalty 2403.609523 = -172991.938731
  nChanged 13
		SP:Iteration 12Q (11566.860000 sec): 3 clusters
  Score: Raw -175406.252216 + Penalty 2403.609523 = -173002.642693
  nChanged 10
		SP:Iteration 13Q (11566.860000 sec): 3 clusters
  Score: Raw -175411.395756 + Penalty 2403.609523 = -173007.786233
  nChanged 4
		SP:Iteration 14Q (11566.870000 sec): 3 clusters
  Score: Raw -175414.775715 + Penalty 2403.609523 = -173011.166192
  nChanged 5
		SP:Iteration 15Q (11566.870000 sec): 3 clusters
  Score: Raw -175417.610455 + Penalty 2403.609523 = -173014.000932
  nChanged 0
		SP:Iteration 16F (11566.870000 sec): 3 clusters
  Score: Raw -175418.779512 + Penalty 2403.609523 = -173015.169989
  nChanged 1
		SP:Iteration 17Q (11566.880000 sec): 3 clusters
  Score: Raw -175422.147678 + Penalty 2403.609523 = -173018.538155
  nChanged 5
		SP:Iteration 18Q (11566.880000 sec): 3 clusters
  Score: Raw -175425.472021 + Penalty 2403.609523 = -173021.862498
  nChanged 3
		SP:Iteration 19Q (11566.880000 sec): 3 clusters
  Score: Raw -175427.128162 + Penalty 2403.609523 = -173023.518639
  nChanged 3
		SP:Iteration 20F (11566.890000 sec): 3 clusters
  Score: Raw -175428.464578 + Penalty 2403.609523 = -173024.855055
  nChanged 3
		SP:Iteration 21Q (11566.890000 sec): 3 clusters
  Score: Raw -175429.680779 + Penalty 2403.609523 = -173026.071257
  nChanged 2
		SP:Iteration 22Q (11566.890000 sec): 3 clusters
  Score: Raw -175432.623761 + Penalty 2403.609523 = -173029.014239
  nChanged 3
		SP:Iteration 23Q (11566.900000 sec): 3 clusters
  Score: Raw -175434.724916 + Penalty 2403.609523 = -173031.115393
  nChanged 0
		SP:Iteration 24F (11566.900000 sec): 3 clusters
  Score: Raw -175434.724916 + Penalty 2403.609523 = -173031.115393
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (10242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11566.940000 sec): 2 clusters
  Score: Raw -1117862.583573 + Penalty 1500.565981 = -1116362.017592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11566.960000 sec): 3 clusters
  Score: Raw -1112026.508386 + Penalty 3001.131962 = -1109025.376423
  nChanged 4493
		SP:Iteration 1F (11566.990000 sec): 3 clusters
  Score: Raw -1114683.482408 + Penalty 3001.131962 = -1111682.350446
  nChanged 789
		SP:Iteration 2F (11567.010000 sec): 3 clusters
  Score: Raw -1115159.523630 + Penalty 3001.131962 = -1112158.391668
  nChanged 686
		SP:Iteration 3F (11567.040000 sec): 3 clusters
  Score: Raw -1115542.793055 + Penalty 3001.131962 = -1112541.661093
  nChanged 568
		SP:Iteration 4F (11567.070000 sec): 3 clusters
  Score: Raw -1115870.688787 + Penalty 3001.131962 = -1112869.556824
  nChanged 488
		SP:Iteration 5Q (11567.090000 sec): 3 clusters
  Score: Raw -1116209.148205 + Penalty 3001.131962 = -1113208.016243
  nChanged 453
		SP:Iteration 6Q (11567.120000 sec): 3 clusters
  Score: Raw -1116537.982265 + Penalty 3001.131962 = -1113536.850303
  nChanged 440
		SP:Iteration 7Q (11567.140000 sec): 3 clusters
  Score: Raw -1116832.898903 + Penalty 3001.131962 = -1113831.766941
  nChanged 370
		SP:Iteration 8Q (11567.170000 sec): 3 clusters
  Score: Raw -1117067.961607 + Penalty 3001.131962 = -1114066.829644
  nChanged 359
		SP:Iteration 9Q (11567.190000 sec): 3 clusters
  Score: Raw -1117315.123243 + Penalty 3001.131962 = -1114313.991281
  nChanged 346
		SP:Iteration 10Q (11567.220000 sec): 3 clusters
  Score: Raw -1117559.812804 + Penalty 3001.131962 = -1114558.680842
  nChanged 346
		SP:Iteration 11Q (11567.240000 sec): 3 clusters
  Score: Raw -1117812.326303 + Penalty 3001.131962 = -1114811.194341
  nChanged 383
		SP:Iteration 12Q (11567.270000 sec): 3 clusters
  Score: Raw -1118131.287840 + Penalty 3001.131962 = -1115130.155877
  nChanged 420
		SP:Iteration 13Q (11567.290000 sec): 3 clusters
  Score: Raw -1118522.445139 + Penalty 3001.131962 = -1115521.313177
  nChanged 397
		SP:Iteration 14Q (11567.310000 sec): 3 clusters
  Score: Raw -1118953.294711 + Penalty 3001.131962 = -1115952.162749
  nChanged 366
		SP:Iteration 15Q (11567.340000 sec): 3 clusters
  Score: Raw -1119305.799776 + Penalty 3001.131962 = -1116304.667813
  nChanged 275
		SP:Iteration 16Q (11567.360000 sec): 3 clusters
  Score: Raw -1119553.484629 + Penalty 3001.131962 = -1116552.352667
  nChanged 208
		SP:Iteration 17Q (11567.380000 sec): 3 clusters
  Score: Raw -1119709.362779 + Penalty 3001.131962 = -1116708.230816
  nChanged 175
		SP:Iteration 18Q (11567.410000 sec): 3 clusters
  Score: Raw -1119825.887231 + Penalty 3001.131962 = -1116824.755269
  nChanged 166
		SP:Iteration 19Q (11567.430000 sec): 3 clusters
  Score: Raw -1119927.803898 + Penalty 3001.131962 = -1116926.671936
  nChanged 122
		SP:Iteration 20F (11567.450000 sec): 3 clusters
  Score: Raw -1119990.297027 + Penalty 3001.131962 = -1116989.165064
  nChanged 116
		SP:Iteration 21Q (11567.480000 sec): 3 clusters
  Score: Raw -1120029.969007 + Penalty 3001.131962 = -1117028.837044
  nChanged 67
		SP:Iteration 22Q (11567.500000 sec): 3 clusters
  Score: Raw -1120050.685285 + Penalty 3001.131962 = -1117049.553322
  nChanged 50
		SP:Iteration 23Q (11567.520000 sec): 3 clusters
  Score: Raw -1120065.155837 + Penalty 3001.131962 = -1117064.023874
  nChanged 47
		SP:Iteration 24Q (11567.540000 sec): 3 clusters
  Score: Raw -1120077.123611 + Penalty 3001.131962 = -1117075.991648
  nChanged 39
		SP:Iteration 25Q (11567.560000 sec): 3 clusters
  Score: Raw -1120085.774621 + Penalty 3001.131962 = -1117084.642658
  nChanged 30
		SP:Iteration 26Q (11567.590000 sec): 3 clusters
  Score: Raw -1120091.247820 + Penalty 3001.131962 = -1117090.115857
  nChanged 28
		SP:Iteration 27Q (11567.610000 sec): 3 clusters
  Score: Raw -1120096.449468 + Penalty 3001.131962 = -1117095.317505
  nChanged 23
		SP:Iteration 28Q (11567.630000 sec): 3 clusters
  Score: Raw -1120101.547596 + Penalty 3001.131962 = -1117100.415634
  nChanged 34
		SP:Iteration 29Q (11567.650000 sec): 3 clusters
  Score: Raw -1120110.269394 + Penalty 3001.131962 = -1117109.137431
  nChanged 32
		SP:Iteration 30Q (11567.670000 sec): 3 clusters
  Score: Raw -1120116.340207 + Penalty 3001.131962 = -1117115.208244
  nChanged 27
		SP:Iteration 31Q (11567.690000 sec): 3 clusters
  Score: Raw -1120120.919212 + Penalty 3001.131962 = -1117119.787250
  nChanged 27
		SP:Iteration 32Q (11567.710000 sec): 3 clusters
  Score: Raw -1120125.962382 + Penalty 3001.131962 = -1117124.830419
  nChanged 26
		SP:Iteration 33Q (11567.740000 sec): 3 clusters
  Score: Raw -1120130.246053 + Penalty 3001.131962 = -1117129.114091
  nChanged 29
		SP:Iteration 34Q (11567.760000 sec): 3 clusters
  Score: Raw -1120134.941956 + Penalty 3001.131962 = -1117133.809993
  nChanged 23
		SP:Iteration 35Q (11567.780000 sec): 3 clusters
  Score: Raw -1120137.847786 + Penalty 3001.131962 = -1117136.715824
  nChanged 12
		SP:Iteration 36Q (11567.800000 sec): 3 clusters
  Score: Raw -1120139.321656 + Penalty 3001.131962 = -1117138.189694
  nChanged 15
		SP:Iteration 37Q (11567.830000 sec): 3 clusters
  Score: Raw -1120141.796184 + Penalty 3001.131962 = -1117140.664222
  nChanged 13
		SP:Iteration 38Q (11567.850000 sec): 3 clusters
  Score: Raw -1120144.028253 + Penalty 3001.131962 = -1117142.896290
  nChanged 11
		SP:Iteration 39Q (11567.870000 sec): 3 clusters
  Score: Raw -1120145.128570 + Penalty 3001.131962 = -1117143.996608
  nChanged 4
		SP:Iteration 40F (11567.890000 sec): 3 clusters
  Score: Raw -1120145.578067 + Penalty 3001.131962 = -1117144.446105
  nChanged 4
		SP:Iteration 41Q (11567.920000 sec): 3 clusters
  Score: Raw -1120146.162595 + Penalty 3001.131962 = -1117145.030633
  nChanged 6
		SP:Iteration 42Q (11567.940000 sec): 3 clusters
  Score: Raw -1120147.151266 + Penalty 3001.131962 = -1117146.019304
  nChanged 4
		SP:Iteration 43Q (11567.960000 sec): 3 clusters
  Score: Raw -1120147.750049 + Penalty 3001.131962 = -1117146.618087
  nChanged 2
		SP:Iteration 44Q (11567.980000 sec): 3 clusters
  Score: Raw -1120148.058536 + Penalty 3001.131962 = -1117146.926574
  nChanged 3
		SP:Iteration 45Q (11568.000000 sec): 3 clusters
  Score: Raw -1120148.288806 + Penalty 3001.131962 = -1117147.156843
  nChanged 2
		SP:Iteration 46Q (11568.030000 sec): 3 clusters
  Score: Raw -1120148.577496 + Penalty 3001.131962 = -1117147.445533
  nChanged 3
		SP:Iteration 47Q (11568.050000 sec): 3 clusters
  Score: Raw -1120148.909599 + Penalty 3001.131962 = -1117147.777637
  nChanged 2
		SP:Iteration 48Q (11568.070000 sec): 3 clusters
  Score: Raw -1120149.138329 + Penalty 3001.131962 = -1117148.006366
  nChanged 3
		SP:Iteration 49Q (11568.090000 sec): 3 clusters
  Score: Raw -1120149.527049 + Penalty 3001.131962 = -1117148.395086
  nChanged 3
		SP:Iteration 50Q (11568.110000 sec): 3 clusters
  Score: Raw -1120149.808226 + Penalty 3001.131962 = -1117148.676263
  nChanged 1
		SP:Iteration 51Q (11568.130000 sec): 3 clusters
  Score: Raw -1120149.938505 + Penalty 3001.131962 = -1117148.806543
  nChanged 1
		SP:Iteration 52Q (11568.160000 sec): 3 clusters
  Score: Raw -1120150.108032 + Penalty 3001.131962 = -1117148.976069
  nChanged 2
		SP:Iteration 53Q (11568.180000 sec): 3 clusters
  Score: Raw -1120150.332592 + Penalty 3001.131962 = -1117149.200630
  nChanged 1
		SP:Iteration 54Q (11568.200000 sec): 3 clusters
  Score: Raw -1120150.408736 + Penalty 3001.131962 = -1117149.276774
  nChanged 0
		SP:Iteration 55F (11568.230000 sec): 3 clusters
  Score: Raw -1120150.408736 + Penalty 3001.131962 = -1117149.276774
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11568.260000 sec): 2 clusters
  Score: Raw -864304.432888 + Penalty 1458.375431 = -862846.057457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11568.280000 sec): 3 clusters
  Score: Raw -859937.184920 + Penalty 2916.750862 = -857020.434058
  nChanged 3337
		SP:Iteration 1F (11568.300000 sec): 3 clusters
  Score: Raw -861779.842705 + Penalty 2916.750862 = -858863.091843
  nChanged 545
		SP:Iteration 2F (11568.320000 sec): 3 clusters
  Score: Raw -862076.806307 + Penalty 2916.750862 = -859160.055444
  nChanged 476
		SP:Iteration 3F (11568.340000 sec): 3 clusters
  Score: Raw -862316.913681 + Penalty 2916.750862 = -859400.162819
  nChanged 384
		SP:Iteration 4Q (11568.360000 sec): 3 clusters
  Score: Raw -862535.534489 + Penalty 2916.750862 = -859618.783627
  nChanged 385
		SP:Iteration 5Q (11568.380000 sec): 3 clusters
  Score: Raw -862754.688501 + Penalty 2916.750862 = -859837.937638
  nChanged 359
		SP:Iteration 6Q (11568.400000 sec): 3 clusters
  Score: Raw -862961.419295 + Penalty 2916.750862 = -860044.668433
  nChanged 336
		SP:Iteration 7Q (11568.420000 sec): 3 clusters
  Score: Raw -863165.494775 + Penalty 2916.750862 = -860248.743913
  nChanged 337
		SP:Iteration 8Q (11568.440000 sec): 3 clusters
  Score: Raw -863376.418912 + Penalty 2916.750862 = -860459.668049
  nChanged 326
		SP:Iteration 9Q (11568.460000 sec): 3 clusters
  Score: Raw -863580.989281 + Penalty 2916.750862 = -860664.238419
  nChanged 303
		SP:Iteration 10Q (11568.480000 sec): 3 clusters
  Score: Raw -863737.989908 + Penalty 2916.750862 = -860821.239045
  nChanged 241
		SP:Iteration 11Q (11568.490000 sec): 3 clusters
  Score: Raw -863859.303893 + Penalty 2916.750862 = -860942.553031
  nChanged 213
		SP:Iteration 12Q (11568.510000 sec): 3 clusters
  Score: Raw -863967.604705 + Penalty 2916.750862 = -861050.853843
  nChanged 188
		SP:Iteration 13Q (11568.530000 sec): 3 clusters
  Score: Raw -864053.595205 + Penalty 2916.750862 = -861136.844342
  nChanged 168
		SP:Iteration 14Q (11568.550000 sec): 3 clusters
  Score: Raw -864132.262442 + Penalty 2916.750862 = -861215.511580
  nChanged 139
		SP:Iteration 15Q (11568.570000 sec): 3 clusters
  Score: Raw -864185.215804 + Penalty 2916.750862 = -861268.464942
  nChanged 116
		SP:Iteration 16Q (11568.590000 sec): 3 clusters
  Score: Raw -864236.336578 + Penalty 2916.750862 = -861319.585715
  nChanged 101
		SP:Iteration 17Q (11568.610000 sec): 3 clusters
  Score: Raw -864279.167127 + Penalty 2916.750862 = -861362.416265
  nChanged 98
		SP:Iteration 18Q (11568.630000 sec): 3 clusters
  Score: Raw -864321.360952 + Penalty 2916.750862 = -861404.610089
  nChanged 90
		SP:Iteration 19Q (11568.650000 sec): 3 clusters
  Score: Raw -864356.400689 + Penalty 2916.750862 = -861439.649827
  nChanged 85
		SP:Iteration 20F (11568.670000 sec): 3 clusters
  Score: Raw -864388.786042 + Penalty 2916.750862 = -861472.035180
  nChanged 65
		SP:Iteration 21Q (11568.690000 sec): 3 clusters
  Score: Raw -864410.013451 + Penalty 2916.750862 = -861493.262589
  nChanged 59
		SP:Iteration 22Q (11568.700000 sec): 3 clusters
  Score: Raw -864431.454938 + Penalty 2916.750862 = -861514.704076
  nChanged 56
		SP:Iteration 23Q (11568.720000 sec): 3 clusters
  Score: Raw -864449.172443 + Penalty 2916.750862 = -861532.421581
  nChanged 50
		SP:Iteration 24Q (11568.740000 sec): 3 clusters
  Score: Raw -864463.471487 + Penalty 2916.750862 = -861546.720625
  nChanged 47
		SP:Iteration 25Q (11568.760000 sec): 3 clusters
  Score: Raw -864475.912625 + Penalty 2916.750862 = -861559.161762
  nChanged 46
		SP:Iteration 26Q (11568.770000 sec): 3 clusters
  Score: Raw -864489.615393 + Penalty 2916.750862 = -861572.864531
  nChanged 52
		SP:Iteration 27Q (11568.790000 sec): 3 clusters
  Score: Raw -864505.243046 + Penalty 2916.750862 = -861588.492184
  nChanged 40
		SP:Iteration 28Q (11568.810000 sec): 3 clusters
  Score: Raw -864516.023978 + Penalty 2916.750862 = -861599.273115
  nChanged 36
		SP:Iteration 29Q (11568.830000 sec): 3 clusters
  Score: Raw -864525.576433 + Penalty 2916.750862 = -861608.825571
  nChanged 27
		SP:Iteration 30Q (11568.850000 sec): 3 clusters
  Score: Raw -864532.280136 + Penalty 2916.750862 = -861615.529273
  nChanged 20
		SP:Iteration 31Q (11568.860000 sec): 3 clusters
  Score: Raw -864535.928791 + Penalty 2916.750862 = -861619.177928
  nChanged 22
		SP:Iteration 32Q (11568.880000 sec): 3 clusters
  Score: Raw -864541.199741 + Penalty 2916.750862 = -861624.448879
  nChanged 22
		SP:Iteration 33Q (11568.900000 sec): 3 clusters
  Score: Raw -864546.686100 + Penalty 2916.750862 = -861629.935237
  nChanged 21
		SP:Iteration 34Q (11568.920000 sec): 3 clusters
  Score: Raw -864550.625639 + Penalty 2916.750862 = -861633.874776
  nChanged 16
		SP:Iteration 35Q (11568.930000 sec): 3 clusters
  Score: Raw -864554.193069 + Penalty 2916.750862 = -861637.442207
  nChanged 18
		SP:Iteration 36Q (11568.950000 sec): 3 clusters
  Score: Raw -864558.862361 + Penalty 2916.750862 = -861642.111498
  nChanged 27
		SP:Iteration 37Q (11568.970000 sec): 3 clusters
  Score: Raw -864566.346927 + Penalty 2916.750862 = -861649.596064
  nChanged 22
		SP:Iteration 38Q (11568.990000 sec): 3 clusters
  Score: Raw -864571.055605 + Penalty 2916.750862 = -861654.304742
  nChanged 11
		SP:Iteration 39Q (11569.010000 sec): 3 clusters
  Score: Raw -864573.544641 + Penalty 2916.750862 = -861656.793778
  nChanged 14
		SP:Iteration 40F (11569.020000 sec): 3 clusters
  Score: Raw -864576.386416 + Penalty 2916.750862 = -861659.635554
  nChanged 15
		SP:Iteration 41Q (11569.040000 sec): 3 clusters
  Score: Raw -864580.126726 + Penalty 2916.750862 = -861663.375864
  nChanged 19
		SP:Iteration 42Q (11569.060000 sec): 3 clusters
  Score: Raw -864584.526413 + Penalty 2916.750862 = -861667.775550
  nChanged 19
		SP:Iteration 43Q (11569.070000 sec): 3 clusters
  Score: Raw -864588.540323 + Penalty 2916.750862 = -861671.789461
  nChanged 22
		SP:Iteration 44Q (11569.090000 sec): 3 clusters
  Score: Raw -864593.859040 + Penalty 2916.750862 = -861677.108177
  nChanged 27
		SP:Iteration 45Q (11569.110000 sec): 3 clusters
  Score: Raw -864599.988938 + Penalty 2916.750862 = -861683.238075
  nChanged 21
		SP:Iteration 46Q (11569.130000 sec): 3 clusters
  Score: Raw -864606.284578 + Penalty 2916.750862 = -861689.533716
  nChanged 16
		SP:Iteration 47Q (11569.150000 sec): 3 clusters
  Score: Raw -864610.520833 + Penalty 2916.750862 = -861693.769970
  nChanged 14
		SP:Iteration 48Q (11569.160000 sec): 3 clusters
  Score: Raw -864616.144167 + Penalty 2916.750862 = -861699.393304
  nChanged 17
		SP:Iteration 49Q (11569.180000 sec): 3 clusters
  Score: Raw -864621.935534 + Penalty 2916.750862 = -861705.184672
  nChanged 24
		SP:Iteration 50Q (11569.200000 sec): 3 clusters
  Score: Raw -864628.343536 + Penalty 2916.750862 = -861711.592673
  nChanged 21
		SP:Iteration 51Q (11569.210000 sec): 3 clusters
  Score: Raw -864635.657154 + Penalty 2916.750862 = -861718.906291
  nChanged 20
		SP:Iteration 52Q (11569.230000 sec): 3 clusters
  Score: Raw -864641.369524 + Penalty 2916.750862 = -861724.618661
  nChanged 16
		SP:Iteration 53Q (11569.250000 sec): 3 clusters
  Score: Raw -864646.221269 + Penalty 2916.750862 = -861729.470406
  nChanged 13
		SP:Iteration 54Q (11569.270000 sec): 3 clusters
  Score: Raw -864649.640202 + Penalty 2916.750862 = -861732.889340
  nChanged 17
		SP:Iteration 55Q (11569.280000 sec): 3 clusters
  Score: Raw -864652.972893 + Penalty 2916.750862 = -861736.222031
  nChanged 14
		SP:Iteration 56Q (11569.300000 sec): 3 clusters
  Score: Raw -864656.320756 + Penalty 2916.750862 = -861739.569893
  nChanged 15
		SP:Iteration 57Q (11569.320000 sec): 3 clusters
  Score: Raw -864660.626612 + Penalty 2916.750862 = -861743.875750
  nChanged 16
		SP:Iteration 58Q (11569.330000 sec): 3 clusters
  Score: Raw -864664.861437 + Penalty 2916.750862 = -861748.110574
  nChanged 11
		SP:Iteration 59Q (11569.350000 sec): 3 clusters
  Score: Raw -864667.325234 + Penalty 2916.750862 = -861750.574372
  nChanged 8
		SP:Iteration 60F (11569.370000 sec): 3 clusters
  Score: Raw -864668.916582 + Penalty 2916.750862 = -861752.165719
  nChanged 6
		SP:Iteration 61Q (11569.390000 sec): 3 clusters
  Score: Raw -864670.157400 + Penalty 2916.750862 = -861753.406538
  nChanged 4
		SP:Iteration 62Q (11569.410000 sec): 3 clusters
  Score: Raw -864670.938769 + Penalty 2916.750862 = -861754.187906
  nChanged 4
		SP:Iteration 63Q (11569.420000 sec): 3 clusters
  Score: Raw -864671.406287 + Penalty 2916.750862 = -861754.655425
  nChanged 2
		SP:Iteration 64Q (11569.440000 sec): 3 clusters
  Score: Raw -864671.671641 + Penalty 2916.750862 = -861754.920778
  nChanged 1
		SP:Iteration 65Q (11569.460000 sec): 3 clusters
  Score: Raw -864671.814326 + Penalty 2916.750862 = -861755.063464
  nChanged 2
		SP:Iteration 66Q (11569.470000 sec): 3 clusters
  Score: Raw -864672.108111 + Penalty 2916.750862 = -861755.357249
  nChanged 2
		SP:Iteration 67Q (11569.490000 sec): 3 clusters
  Score: Raw -864672.516545 + Penalty 2916.750862 = -861755.765683
  nChanged 0
		SP:Iteration 68F (11569.510000 sec): 3 clusters
  Score: Raw -864672.516545 + Penalty 2916.750862 = -861755.765683
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (1664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11569.520000 sec): 2 clusters
  Score: Raw -171855.387084 + Penalty 1205.259188 = -170650.127895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11569.530000 sec): 3 clusters
  Score: Raw -171203.305473 + Penalty 2410.518377 = -168792.787096
  nChanged 597
		SP:Iteration 1F (11569.530000 sec): 3 clusters
  Score: Raw -171759.520066 + Penalty 2410.518377 = -169349.001689
  nChanged 181
		SP:Iteration 2F (11569.530000 sec): 3 clusters
  Score: Raw -172045.185496 + Penalty 2410.518377 = -169634.667119
  nChanged 140
		SP:Iteration 3F (11569.540000 sec): 3 clusters
  Score: Raw -172373.885411 + Penalty 2410.518377 = -169963.367034
  nChanged 121
		SP:Iteration 4F (11569.540000 sec): 3 clusters
  Score: Raw -172613.584469 + Penalty 2410.518377 = -170203.066092
  nChanged 102
		SP:Iteration 5F (11569.550000 sec): 3 clusters
  Score: Raw -172846.072651 + Penalty 2410.518377 = -170435.554274
  nChanged 104
		SP:Iteration 6F (11569.550000 sec): 3 clusters
  Score: Raw -173125.443233 + Penalty 2410.518377 = -170714.924856
  nChanged 85
		SP:Iteration 7F (11569.560000 sec): 3 clusters
  Score: Raw -173338.156671 + Penalty 2410.518377 = -170927.638294
  nChanged 55
		SP:Iteration 8Q (11569.560000 sec): 3 clusters
  Score: Raw -173465.149875 + Penalty 2410.518377 = -171054.631498
  nChanged 41
		SP:Iteration 9Q (11569.560000 sec): 3 clusters
  Score: Raw -173547.803853 + Penalty 2410.518377 = -171137.285476
  nChanged 15
		SP:Iteration 10Q (11569.570000 sec): 3 clusters
  Score: Raw -173567.462480 + Penalty 2410.518377 = -171156.944104
  nChanged 16
		SP:Iteration 11Q (11569.570000 sec): 3 clusters
  Score: Raw -173584.817710 + Penalty 2410.518377 = -171174.299333
  nChanged 8
		SP:Iteration 12Q (11569.570000 sec): 3 clusters
  Score: Raw -173589.825686 + Penalty 2410.518377 = -171179.307309
  nChanged 2
		SP:Iteration 13Q (11569.570000 sec): 3 clusters
  Score: Raw -173590.835627 + Penalty 2410.518377 = -171180.317250
  nChanged 2
		SP:Iteration 14Q (11569.580000 sec): 3 clusters
  Score: Raw -173592.252370 + Penalty 2410.518377 = -171181.733993
  nChanged 3
		SP:Iteration 15Q (11569.580000 sec): 3 clusters
  Score: Raw -173593.509472 + Penalty 2410.518377 = -171182.991095
  nChanged 1
		SP:Iteration 16Q (11569.590000 sec): 3 clusters
  Score: Raw -173593.840311 + Penalty 2410.518377 = -171183.321934
  nChanged 0
		SP:Iteration 17F (11569.590000 sec): 3 clusters
  Score: Raw -173593.840311 + Penalty 2410.518377 = -171183.321934
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (32740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11569.700000 sec): 2 clusters
  Score: Raw -3844363.579790 + Penalty 1689.407338 = -3842674.172452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11569.780000 sec): 3 clusters
  Score: Raw -3824099.317461 + Penalty 3378.814677 = -3820720.502784
  nChanged 15062
		SP:Iteration 1F (11569.870000 sec): 3 clusters
  Score: Raw -3832369.902014 + Penalty 3378.814677 = -3828991.087337
  nChanged 1545
		SP:Iteration 2Q (11569.950000 sec): 3 clusters
  Score: Raw -3832932.738887 + Penalty 3378.814677 = -3829553.924210
  nChanged 1728
		SP:Iteration 3F (11570.040000 sec): 3 clusters
  Score: Raw -3833771.145662 + Penalty 3378.814677 = -3830392.330985
  nChanged 2114
		SP:Iteration 4F (11570.120000 sec): 3 clusters
  Score: Raw -3835034.957116 + Penalty 3378.814677 = -3831656.142439
  nChanged 2439
		SP:Iteration 5F (11570.210000 sec): 3 clusters
  Score: Raw -3836810.820648 + Penalty 3378.814677 = -3833432.005972
  nChanged 2620
		SP:Iteration 6F (11570.290000 sec): 3 clusters
  Score: Raw -3838993.967349 + Penalty 3378.814677 = -3835615.152673
  nChanged 2310
		SP:Iteration 7F (11570.380000 sec): 3 clusters
  Score: Raw -3841030.236087 + Penalty 3378.814677 = -3837651.421410
  nChanged 1727
		SP:Iteration 8F (11570.470000 sec): 3 clusters
  Score: Raw -3842514.582512 + Penalty 3378.814677 = -3839135.767836
  nChanged 1108
		SP:Iteration 9Q (11570.550000 sec): 3 clusters
  Score: Raw -3843441.883539 + Penalty 3378.814677 = -3840063.068862
  nChanged 622
		SP:Iteration 10Q (11570.640000 sec): 3 clusters
  Score: Raw -3843941.930104 + Penalty 3378.814677 = -3840563.115428
  nChanged 362
		SP:Iteration 11Q (11570.710000 sec): 3 clusters
  Score: Raw -3844209.766005 + Penalty 3378.814677 = -3840830.951328
  nChanged 190
		SP:Iteration 12Q (11570.790000 sec): 3 clusters
  Score: Raw -3844360.870557 + Penalty 3378.814677 = -3840982.055880
  nChanged 117
		SP:Iteration 13Q (11570.860000 sec): 3 clusters
  Score: Raw -3844449.604082 + Penalty 3378.814677 = -3841070.789406
  nChanged 81
		SP:Iteration 14Q (11570.930000 sec): 3 clusters
  Score: Raw -3844514.417084 + Penalty 3378.814677 = -3841135.602408
  nChanged 50
		SP:Iteration 15Q (11571.000000 sec): 3 clusters
  Score: Raw -3844558.137222 + Penalty 3378.814677 = -3841179.322546
  nChanged 34
		SP:Iteration 16Q (11571.060000 sec): 3 clusters
  Score: Raw -3844587.452784 + Penalty 3378.814677 = -3841208.638108
  nChanged 26
		SP:Iteration 17Q (11571.130000 sec): 3 clusters
  Score: Raw -3844609.763057 + Penalty 3378.814677 = -3841230.948380
  nChanged 23
		SP:Iteration 18Q (11571.190000 sec): 3 clusters
  Score: Raw -3844627.986864 + Penalty 3378.814677 = -3841249.172187
  nChanged 12
		SP:Iteration 19Q (11571.250000 sec): 3 clusters
  Score: Raw -3844636.343749 + Penalty 3378.814677 = -3841257.529073
  nChanged 9
		SP:Iteration 20F (11571.340000 sec): 3 clusters
  Score: Raw -3844641.441337 + Penalty 3378.814677 = -3841262.626661
  nChanged 8
		SP:Iteration 21Q (11571.400000 sec): 3 clusters
  Score: Raw -3844646.873817 + Penalty 3378.814677 = -3841268.059140
  nChanged 5
		SP:Iteration 22Q (11571.460000 sec): 3 clusters
  Score: Raw -3844651.708871 + Penalty 3378.814677 = -3841272.894195
  nChanged 8
		SP:Iteration 23Q (11571.520000 sec): 3 clusters
  Score: Raw -3844656.968755 + Penalty 3378.814677 = -3841278.154078
  nChanged 6
		SP:Iteration 24Q (11571.580000 sec): 3 clusters
  Score: Raw -3844662.179564 + Penalty 3378.814677 = -3841283.364887
  nChanged 4
		SP:Iteration 25Q (11571.650000 sec): 3 clusters
  Score: Raw -3844664.562327 + Penalty 3378.814677 = -3841285.747651
  nChanged 4
		SP:Iteration 26Q (11571.710000 sec): 3 clusters
  Score: Raw -3844667.141838 + Penalty 3378.814677 = -3841288.327161
  nChanged 1
		SP:Iteration 27Q (11571.770000 sec): 3 clusters
  Score: Raw -3844667.992937 + Penalty 3378.814677 = -3841289.178261
  nChanged 1
		SP:Iteration 28Q (11571.840000 sec): 3 clusters
  Score: Raw -3844669.158737 + Penalty 3378.814677 = -3841290.344060
  nChanged 2
		SP:Iteration 29Q (11571.900000 sec): 3 clusters
  Score: Raw -3844670.627181 + Penalty 3378.814677 = -3841291.812504
  nChanged 2
		SP:Iteration 30Q (11571.960000 sec): 3 clusters
  Score: Raw -3844672.098701 + Penalty 3378.814677 = -3841293.284025
  nChanged 2
		SP:Iteration 31Q (11572.020000 sec): 3 clusters
  Score: Raw -3844674.294514 + Penalty 3378.814677 = -3841295.479838
  nChanged 1
		SP:Iteration 32Q (11572.090000 sec): 3 clusters
  Score: Raw -3844675.652701 + Penalty 3378.814677 = -3841296.838025
  nChanged 2
		SP:Iteration 33Q (11572.150000 sec): 3 clusters
  Score: Raw -3844677.746878 + Penalty 3378.814677 = -3841298.932201
  nChanged 2
		SP:Iteration 34Q (11572.210000 sec): 3 clusters
  Score: Raw -3844679.957439 + Penalty 3378.814677 = -3841301.142763
  nChanged 1
		SP:Iteration 35Q (11572.270000 sec): 3 clusters
  Score: Raw -3844680.651199 + Penalty 3378.814677 = -3841301.836522
  nChanged 1
		SP:Iteration 36Q (11572.330000 sec): 3 clusters
  Score: Raw -3844680.763546 + Penalty 3378.814677 = -3841301.948870
  nChanged 0
		SP:Iteration 37F (11572.420000 sec): 3 clusters
  Score: Raw -3844680.763546 + Penalty 3378.814677 = -3841301.948870
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11572.470000 sec): 2 clusters
  Score: Raw -1549773.176180 + Penalty 1545.808017 = -1548227.368163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11572.500000 sec): 3 clusters
  Score: Raw -1541863.838098 + Penalty 3091.616034 = -1538772.222064
  nChanged 5935
		SP:Iteration 1F (11572.530000 sec): 3 clusters
  Score: Raw -1545219.035611 + Penalty 3091.616034 = -1542127.419577
  nChanged 864
		SP:Iteration 2F (11572.570000 sec): 3 clusters
  Score: Raw -1545682.217331 + Penalty 3091.616034 = -1542590.601297
  nChanged 851
		SP:Iteration 3F (11572.600000 sec): 3 clusters
  Score: Raw -1546170.795701 + Penalty 3091.616034 = -1543079.179666
  nChanged 884
		SP:Iteration 4F (11572.640000 sec): 3 clusters
  Score: Raw -1546792.245981 + Penalty 3091.616034 = -1543700.629947
  nChanged 940
		SP:Iteration 5F (11572.670000 sec): 3 clusters
  Score: Raw -1547499.409180 + Penalty 3091.616034 = -1544407.793146
  nChanged 866
		SP:Iteration 6F (11572.710000 sec): 3 clusters
  Score: Raw -1548165.733296 + Penalty 3091.616034 = -1545074.117262
  nChanged 757
		SP:Iteration 7F (11572.740000 sec): 3 clusters
  Score: Raw -1548712.242692 + Penalty 3091.616034 = -1545620.626658
  nChanged 578
		SP:Iteration 8Q (11572.770000 sec): 3 clusters
  Score: Raw -1549107.750514 + Penalty 3091.616034 = -1546016.134479
  nChanged 452
		SP:Iteration 9Q (11572.810000 sec): 3 clusters
  Score: Raw -1549365.073454 + Penalty 3091.616034 = -1546273.457420
  nChanged 318
		SP:Iteration 10Q (11572.840000 sec): 3 clusters
  Score: Raw -1549525.314506 + Penalty 3091.616034 = -1546433.698471
  nChanged 254
		SP:Iteration 11Q (11572.870000 sec): 3 clusters
  Score: Raw -1549653.117062 + Penalty 3091.616034 = -1546561.501028
  nChanged 220
		SP:Iteration 12Q (11572.900000 sec): 3 clusters
  Score: Raw -1549764.017511 + Penalty 3091.616034 = -1546672.401476
  nChanged 212
		SP:Iteration 13Q (11572.930000 sec): 3 clusters
  Score: Raw -1549872.089799 + Penalty 3091.616034 = -1546780.473764
  nChanged 183
		SP:Iteration 14Q (11572.970000 sec): 3 clusters
  Score: Raw -1549969.840806 + Penalty 3091.616034 = -1546878.224772
  nChanged 189
		SP:Iteration 15Q (11573.000000 sec): 3 clusters
  Score: Raw -1550095.790972 + Penalty 3091.616034 = -1547004.174938
  nChanged 196
		SP:Iteration 16Q (11573.030000 sec): 3 clusters
  Score: Raw -1550256.995681 + Penalty 3091.616034 = -1547165.379647
  nChanged 189
		SP:Iteration 17Q (11573.060000 sec): 3 clusters
  Score: Raw -1550436.740454 + Penalty 3091.616034 = -1547345.124419
  nChanged 201
		SP:Iteration 18Q (11573.090000 sec): 3 clusters
  Score: Raw -1550627.442266 + Penalty 3091.616034 = -1547535.826231
  nChanged 194
		SP:Iteration 19Q (11573.120000 sec): 3 clusters
  Score: Raw -1550766.539820 + Penalty 3091.616034 = -1547674.923786
  nChanged 161
		SP:Iteration 20F (11573.150000 sec): 3 clusters
  Score: Raw -1550847.157199 + Penalty 3091.616034 = -1547755.541165
  nChanged 118
		SP:Iteration 21Q (11573.180000 sec): 3 clusters
  Score: Raw -1550901.387302 + Penalty 3091.616034 = -1547809.771267
  nChanged 103
		SP:Iteration 22Q (11573.210000 sec): 3 clusters
  Score: Raw -1550941.789611 + Penalty 3091.616034 = -1547850.173576
  nChanged 87
		SP:Iteration 23Q (11573.240000 sec): 3 clusters
  Score: Raw -1550979.484313 + Penalty 3091.616034 = -1547887.868279
  nChanged 86
		SP:Iteration 24Q (11573.270000 sec): 3 clusters
  Score: Raw -1551017.639108 + Penalty 3091.616034 = -1547926.023074
  nChanged 71
		SP:Iteration 25Q (11573.300000 sec): 3 clusters
  Score: Raw -1551044.639737 + Penalty 3091.616034 = -1547953.023703
  nChanged 71
		SP:Iteration 26Q (11573.330000 sec): 3 clusters
  Score: Raw -1551066.952944 + Penalty 3091.616034 = -1547975.336910
  nChanged 61
		SP:Iteration 27Q (11573.350000 sec): 3 clusters
  Score: Raw -1551081.434629 + Penalty 3091.616034 = -1547989.818595
  nChanged 49
		SP:Iteration 28Q (11573.380000 sec): 3 clusters
  Score: Raw -1551091.265256 + Penalty 3091.616034 = -1547999.649222
  nChanged 37
		SP:Iteration 29Q (11573.410000 sec): 3 clusters
  Score: Raw -1551097.897338 + Penalty 3091.616034 = -1548006.281303
  nChanged 25
		SP:Iteration 30Q (11573.440000 sec): 3 clusters
  Score: Raw -1551101.247756 + Penalty 3091.616034 = -1548009.631721
  nChanged 20
		SP:Iteration 31Q (11573.470000 sec): 3 clusters
  Score: Raw -1551104.495924 + Penalty 3091.616034 = -1548012.879890
  nChanged 16
		SP:Iteration 32Q (11573.500000 sec): 3 clusters
  Score: Raw -1551106.612496 + Penalty 3091.616034 = -1548014.996462
  nChanged 18
		SP:Iteration 33Q (11573.530000 sec): 3 clusters
  Score: Raw -1551109.301735 + Penalty 3091.616034 = -1548017.685701
  nChanged 16
		SP:Iteration 34Q (11573.550000 sec): 3 clusters
  Score: Raw -1551111.944282 + Penalty 3091.616034 = -1548020.328247
  nChanged 17
		SP:Iteration 35Q (11573.580000 sec): 3 clusters
  Score: Raw -1551114.720176 + Penalty 3091.616034 = -1548023.104141
  nChanged 18
		SP:Iteration 36Q (11573.610000 sec): 3 clusters
  Score: Raw -1551117.020035 + Penalty 3091.616034 = -1548025.404000
  nChanged 15
		SP:Iteration 37Q (11573.640000 sec): 3 clusters
  Score: Raw -1551118.745515 + Penalty 3091.616034 = -1548027.129480
  nChanged 9
		SP:Iteration 38Q (11573.670000 sec): 3 clusters
  Score: Raw -1551119.488174 + Penalty 3091.616034 = -1548027.872140
  nChanged 5
		SP:Iteration 39Q (11573.690000 sec): 3 clusters
  Score: Raw -1551119.991866 + Penalty 3091.616034 = -1548028.375832
  nChanged 4
		SP:Iteration 40F (11573.730000 sec): 3 clusters
  Score: Raw -1551120.418324 + Penalty 3091.616034 = -1548028.802290
  nChanged 6
		SP:Iteration 41Q (11573.760000 sec): 3 clusters
  Score: Raw -1551121.143772 + Penalty 3091.616034 = -1548029.527738
  nChanged 7
		SP:Iteration 42Q (11573.790000 sec): 3 clusters
  Score: Raw -1551122.191273 + Penalty 3091.616034 = -1548030.575238
  nChanged 11
		SP:Iteration 43Q (11573.820000 sec): 3 clusters
  Score: Raw -1551124.002446 + Penalty 3091.616034 = -1548032.386411
  nChanged 11
		SP:Iteration 44Q (11573.850000 sec): 3 clusters
  Score: Raw -1551125.809670 + Penalty 3091.616034 = -1548034.193636
  nChanged 8
		SP:Iteration 45Q (11573.880000 sec): 3 clusters
  Score: Raw -1551126.830627 + Penalty 3091.616034 = -1548035.214593
  nChanged 5
		SP:Iteration 46Q (11573.910000 sec): 3 clusters
  Score: Raw -1551127.412058 + Penalty 3091.616034 = -1548035.796024
  nChanged 6
		SP:Iteration 47Q (11573.930000 sec): 3 clusters
  Score: Raw -1551128.114974 + Penalty 3091.616034 = -1548036.498940
  nChanged 4
		SP:Iteration 48Q (11573.970000 sec): 3 clusters
  Score: Raw -1551128.488531 + Penalty 3091.616034 = -1548036.872497
  nChanged 2
		SP:Iteration 49Q (11573.990000 sec): 3 clusters
  Score: Raw -1551128.767099 + Penalty 3091.616034 = -1548037.151064
  nChanged 5
		SP:Iteration 50Q (11574.030000 sec): 3 clusters
  Score: Raw -1551129.274501 + Penalty 3091.616034 = -1548037.658466
  nChanged 3
		SP:Iteration 51Q (11574.050000 sec): 3 clusters
  Score: Raw -1551129.451345 + Penalty 3091.616034 = -1548037.835310
  nChanged 1
		SP:Iteration 52Q (11574.080000 sec): 3 clusters
  Score: Raw -1551129.521397 + Penalty 3091.616034 = -1548037.905363
  nChanged 2
		SP:Iteration 53Q (11574.110000 sec): 3 clusters
  Score: Raw -1551129.692914 + Penalty 3091.616034 = -1548038.076880
  nChanged 2
		SP:Iteration 54Q (11574.140000 sec): 3 clusters
  Score: Raw -1551129.799338 + Penalty 3091.616034 = -1548038.183304
  nChanged 2
		SP:Iteration 55Q (11574.170000 sec): 3 clusters
  Score: Raw -1551129.957470 + Penalty 3091.616034 = -1548038.341436
  nChanged 2
		SP:Iteration 56Q (11574.200000 sec): 3 clusters
  Score: Raw -1551130.164100 + Penalty 3091.616034 = -1548038.548066
  nChanged 1
		SP:Iteration 57Q (11574.230000 sec): 3 clusters
  Score: Raw -1551130.223368 + Penalty 3091.616034 = -1548038.607333
  nChanged 0
		SP:Iteration 58F (11574.270000 sec): 3 clusters
  Score: Raw -1551130.223368 + Penalty 3091.616034 = -1548038.607333
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11574.310000 sec): 2 clusters
  Score: Raw -1312965.544184 + Penalty 1517.658504 = -1311447.885680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11574.330000 sec): 3 clusters
  Score: Raw -1306380.576449 + Penalty 3035.317007 = -1303345.259441
  nChanged 4991
		SP:Iteration 1F (11574.370000 sec): 3 clusters
  Score: Raw -1309090.473699 + Penalty 3035.317007 = -1306055.156692
  nChanged 700
		SP:Iteration 2F (11574.390000 sec): 3 clusters
  Score: Raw -1309392.758970 + Penalty 3035.317007 = -1306357.441963
  nChanged 595
		SP:Iteration 3F (11574.430000 sec): 3 clusters
  Score: Raw -1309650.215063 + Penalty 3035.317007 = -1306614.898056
  nChanged 615
		SP:Iteration 4F (11574.450000 sec): 3 clusters
  Score: Raw -1309945.974865 + Penalty 3035.317007 = -1306910.657858
  nChanged 639
		SP:Iteration 5F (11574.480000 sec): 3 clusters
  Score: Raw -1310295.600013 + Penalty 3035.317007 = -1307260.283006
  nChanged 653
		SP:Iteration 6F (11574.510000 sec): 3 clusters
  Score: Raw -1310678.243989 + Penalty 3035.317007 = -1307642.926982
  nChanged 702
		SP:Iteration 7F (11574.540000 sec): 3 clusters
  Score: Raw -1311134.265605 + Penalty 3035.317007 = -1308098.948598
  nChanged 620
		SP:Iteration 8F (11574.570000 sec): 3 clusters
  Score: Raw -1311532.496158 + Penalty 3035.317007 = -1308497.179150
  nChanged 541
		SP:Iteration 9Q (11574.600000 sec): 3 clusters
  Score: Raw -1311883.606695 + Penalty 3035.317007 = -1308848.289688
  nChanged 452
		SP:Iteration 10Q (11574.630000 sec): 3 clusters
  Score: Raw -1312166.321411 + Penalty 3035.317007 = -1309131.004404
  nChanged 380
		SP:Iteration 11Q (11574.650000 sec): 3 clusters
  Score: Raw -1312374.096348 + Penalty 3035.317007 = -1309338.779341
  nChanged 272
		SP:Iteration 12Q (11574.680000 sec): 3 clusters
  Score: Raw -1312526.113551 + Penalty 3035.317007 = -1309490.796544
  nChanged 204
		SP:Iteration 13Q (11574.710000 sec): 3 clusters
  Score: Raw -1312629.216846 + Penalty 3035.317007 = -1309593.899838
  nChanged 174
		SP:Iteration 14Q (11574.740000 sec): 3 clusters
  Score: Raw -1312714.967890 + Penalty 3035.317007 = -1309679.650883
  nChanged 140
		SP:Iteration 15Q (11574.770000 sec): 3 clusters
  Score: Raw -1312784.936328 + Penalty 3035.317007 = -1309749.619321
  nChanged 119
		SP:Iteration 16Q (11574.800000 sec): 3 clusters
  Score: Raw -1312850.890504 + Penalty 3035.317007 = -1309815.573496
  nChanged 92
		SP:Iteration 17Q (11574.830000 sec): 3 clusters
  Score: Raw -1312907.937725 + Penalty 3035.317007 = -1309872.620717
  nChanged 74
		SP:Iteration 18Q (11574.850000 sec): 3 clusters
  Score: Raw -1312948.710115 + Penalty 3035.317007 = -1309913.393108
  nChanged 58
		SP:Iteration 19Q (11574.880000 sec): 3 clusters
  Score: Raw -1312975.303018 + Penalty 3035.317007 = -1309939.986011
  nChanged 47
		SP:Iteration 20F (11574.910000 sec): 3 clusters
  Score: Raw -1313001.515831 + Penalty 3035.317007 = -1309966.198824
  nChanged 41
		SP:Iteration 21Q (11574.940000 sec): 3 clusters
  Score: Raw -1313024.200163 + Penalty 3035.317007 = -1309988.883156
  nChanged 37
		SP:Iteration 22Q (11574.960000 sec): 3 clusters
  Score: Raw -1313050.174195 + Penalty 3035.317007 = -1310014.857188
  nChanged 38
		SP:Iteration 23Q (11574.990000 sec): 3 clusters
  Score: Raw -1313075.063464 + Penalty 3035.317007 = -1310039.746457
  nChanged 36
		SP:Iteration 24Q (11575.010000 sec): 3 clusters
  Score: Raw -1313098.228161 + Penalty 3035.317007 = -1310062.911153
  nChanged 35
		SP:Iteration 25Q (11575.040000 sec): 3 clusters
  Score: Raw -1313117.987976 + Penalty 3035.317007 = -1310082.670969
  nChanged 23
		SP:Iteration 26Q (11575.070000 sec): 3 clusters
  Score: Raw -1313129.034413 + Penalty 3035.317007 = -1310093.717406
  nChanged 20
		SP:Iteration 27Q (11575.090000 sec): 3 clusters
  Score: Raw -1313141.905396 + Penalty 3035.317007 = -1310106.588389
  nChanged 22
		SP:Iteration 28Q (11575.120000 sec): 3 clusters
  Score: Raw -1313152.674364 + Penalty 3035.317007 = -1310117.357356
  nChanged 16
		SP:Iteration 29Q (11575.140000 sec): 3 clusters
  Score: Raw -1313161.117099 + Penalty 3035.317007 = -1310125.800092
  nChanged 15
		SP:Iteration 30Q (11575.170000 sec): 3 clusters
  Score: Raw -1313167.358264 + Penalty 3035.317007 = -1310132.041256
  nChanged 7
		SP:Iteration 31Q (11575.190000 sec): 3 clusters
  Score: Raw -1313170.444496 + Penalty 3035.317007 = -1310135.127489
  nChanged 7
		SP:Iteration 32Q (11575.210000 sec): 3 clusters
  Score: Raw -1313174.454600 + Penalty 3035.317007 = -1310139.137593
  nChanged 6
		SP:Iteration 33Q (11575.240000 sec): 3 clusters
  Score: Raw -1313177.169664 + Penalty 3035.317007 = -1310141.852657
  nChanged 6
		SP:Iteration 34Q (11575.260000 sec): 3 clusters
  Score: Raw -1313179.873639 + Penalty 3035.317007 = -1310144.556632
  nChanged 7
		SP:Iteration 35Q (11575.290000 sec): 3 clusters
  Score: Raw -1313181.770349 + Penalty 3035.317007 = -1310146.453342
  nChanged 4
		SP:Iteration 36Q (11575.310000 sec): 3 clusters
  Score: Raw -1313183.962876 + Penalty 3035.317007 = -1310148.645869
  nChanged 6
		SP:Iteration 37Q (11575.330000 sec): 3 clusters
  Score: Raw -1313186.523039 + Penalty 3035.317007 = -1310151.206031
  nChanged 5
		SP:Iteration 38Q (11575.360000 sec): 3 clusters
  Score: Raw -1313188.779819 + Penalty 3035.317007 = -1310153.462811
  nChanged 4
		SP:Iteration 39Q (11575.380000 sec): 3 clusters
  Score: Raw -1313190.395407 + Penalty 3035.317007 = -1310155.078399
  nChanged 5
		SP:Iteration 40F (11575.410000 sec): 3 clusters
  Score: Raw -1313193.308488 + Penalty 3035.317007 = -1310157.991481
  nChanged 3
		SP:Iteration 41Q (11575.430000 sec): 3 clusters
  Score: Raw -1313194.259472 + Penalty 3035.317007 = -1310158.942465
  nChanged 2
		SP:Iteration 42Q (11575.460000 sec): 3 clusters
  Score: Raw -1313194.823118 + Penalty 3035.317007 = -1310159.506110
  nChanged 1
		SP:Iteration 43Q (11575.480000 sec): 3 clusters
  Score: Raw -1313195.537840 + Penalty 3035.317007 = -1310160.220833
  nChanged 2
		SP:Iteration 44Q (11575.510000 sec): 3 clusters
  Score: Raw -1313196.194049 + Penalty 3035.317007 = -1310160.877042
  nChanged 0
		SP:Iteration 45F (11575.530000 sec): 3 clusters
  Score: Raw -1313196.194049 + Penalty 3035.317007 = -1310160.877042
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11575.560000 sec): 2 clusters
  Score: Raw -599752.808082 + Penalty 1395.796001 = -598357.012081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11575.570000 sec): 3 clusters
  Score: Raw -596939.356768 + Penalty 2791.592002 = -594147.764766
  nChanged 2147
		SP:Iteration 1F (11575.580000 sec): 3 clusters
  Score: Raw -598119.888847 + Penalty 2791.592002 = -595328.296845
  nChanged 368
		SP:Iteration 2F (11575.600000 sec): 3 clusters
  Score: Raw -598316.721612 + Penalty 2791.592002 = -595525.129610
  nChanged 307
		SP:Iteration 3F (11575.610000 sec): 3 clusters
  Score: Raw -598493.196071 + Penalty 2791.592002 = -595701.604068
  nChanged 286
		SP:Iteration 4F (11575.630000 sec): 3 clusters
  Score: Raw -598648.086126 + Penalty 2791.592002 = -595856.494123
  nChanged 264
		SP:Iteration 5Q (11575.640000 sec): 3 clusters
  Score: Raw -598805.699502 + Penalty 2791.592002 = -596014.107500
  nChanged 269
		SP:Iteration 6F (11575.650000 sec): 3 clusters
  Score: Raw -598976.839713 + Penalty 2791.592002 = -596185.247711
  nChanged 250
		SP:Iteration 7Q (11575.670000 sec): 3 clusters
  Score: Raw -599156.959943 + Penalty 2791.592002 = -596365.367941
  nChanged 243
		SP:Iteration 8Q (11575.680000 sec): 3 clusters
  Score: Raw -599318.563457 + Penalty 2791.592002 = -596526.971455
  nChanged 203
		SP:Iteration 9Q (11575.690000 sec): 3 clusters
  Score: Raw -599455.502245 + Penalty 2791.592002 = -596663.910243
  nChanged 199
		SP:Iteration 10Q (11575.710000 sec): 3 clusters
  Score: Raw -599597.424112 + Penalty 2791.592002 = -596805.832109
  nChanged 171
		SP:Iteration 11Q (11575.720000 sec): 3 clusters
  Score: Raw -599727.834712 + Penalty 2791.592002 = -596936.242710
  nChanged 147
		SP:Iteration 12Q (11575.730000 sec): 3 clusters
  Score: Raw -599839.351060 + Penalty 2791.592002 = -597047.759058
  nChanged 131
		SP:Iteration 13Q (11575.740000 sec): 3 clusters
  Score: Raw -599941.871426 + Penalty 2791.592002 = -597150.279423
  nChanged 103
		SP:Iteration 14Q (11575.760000 sec): 3 clusters
  Score: Raw -600015.849895 + Penalty 2791.592002 = -597224.257893
  nChanged 70
		SP:Iteration 15Q (11575.770000 sec): 3 clusters
  Score: Raw -600062.514224 + Penalty 2791.592002 = -597270.922222
  nChanged 52
		SP:Iteration 16Q (11575.780000 sec): 3 clusters
  Score: Raw -600093.587748 + Penalty 2791.592002 = -597301.995746
  nChanged 45
		SP:Iteration 17Q (11575.790000 sec): 3 clusters
  Score: Raw -600114.271307 + Penalty 2791.592002 = -597322.679305
  nChanged 35
		SP:Iteration 18Q (11575.810000 sec): 3 clusters
  Score: Raw -600126.171438 + Penalty 2791.592002 = -597334.579436
  nChanged 23
		SP:Iteration 19Q (11575.820000 sec): 3 clusters
  Score: Raw -600135.923241 + Penalty 2791.592002 = -597344.331239
  nChanged 31
		SP:Iteration 20F (11575.830000 sec): 3 clusters
  Score: Raw -600151.685347 + Penalty 2791.592002 = -597360.093344
  nChanged 27
		SP:Iteration 21Q (11575.840000 sec): 3 clusters
  Score: Raw -600164.203037 + Penalty 2791.592002 = -597372.611034
  nChanged 27
		SP:Iteration 22Q (11575.850000 sec): 3 clusters
  Score: Raw -600175.419189 + Penalty 2791.592002 = -597383.827186
  nChanged 22
		SP:Iteration 23Q (11575.870000 sec): 3 clusters
  Score: Raw -600184.151699 + Penalty 2791.592002 = -597392.559697
  nChanged 18
		SP:Iteration 24Q (11575.880000 sec): 3 clusters
  Score: Raw -600190.568510 + Penalty 2791.592002 = -597398.976507
  nChanged 22
		SP:Iteration 25Q (11575.890000 sec): 3 clusters
  Score: Raw -600198.291631 + Penalty 2791.592002 = -597406.699629
  nChanged 19
		SP:Iteration 26Q (11575.900000 sec): 3 clusters
  Score: Raw -600205.660538 + Penalty 2791.592002 = -597414.068536
  nChanged 22
		SP:Iteration 27Q (11575.910000 sec): 3 clusters
  Score: Raw -600214.454483 + Penalty 2791.592002 = -597422.862481
  nChanged 18
		SP:Iteration 28Q (11575.920000 sec): 3 clusters
  Score: Raw -600223.594239 + Penalty 2791.592002 = -597432.002237
  nChanged 25
		SP:Iteration 29Q (11575.930000 sec): 3 clusters
  Score: Raw -600236.793900 + Penalty 2791.592002 = -597445.201897
  nChanged 22
		SP:Iteration 30Q (11575.950000 sec): 3 clusters
  Score: Raw -600249.659637 + Penalty 2791.592002 = -597458.067635
  nChanged 21
		SP:Iteration 31Q (11575.960000 sec): 3 clusters
  Score: Raw -600260.757929 + Penalty 2791.592002 = -597469.165927
  nChanged 18
		SP:Iteration 32Q (11575.970000 sec): 3 clusters
  Score: Raw -600265.993266 + Penalty 2791.592002 = -597474.401264
  nChanged 11
		SP:Iteration 33Q (11575.980000 sec): 3 clusters
  Score: Raw -600268.636903 + Penalty 2791.592002 = -597477.044901
  nChanged 4
		SP:Iteration 34Q (11575.990000 sec): 3 clusters
  Score: Raw -600269.324755 + Penalty 2791.592002 = -597477.732753
  nChanged 1
		SP:Iteration 35Q (11576.000000 sec): 3 clusters
  Score: Raw -600269.497013 + Penalty 2791.592002 = -597477.905011
  nChanged 0
		SP:Iteration 36F (11576.020000 sec): 3 clusters
  Score: Raw -600269.497013 + Penalty 2791.592002 = -597477.905011
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (72546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11576.250000 sec): 2 clusters
  Score: Raw -8402446.742702 + Penalty 1818.696120 = -8400628.046582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11576.450000 sec): 3 clusters
  Score: Raw -8355890.122572 + Penalty 3637.392240 = -8352252.730333
  nChanged 34328
		SP:Iteration 1F (11576.640000 sec): 3 clusters
  Score: Raw -8376123.241845 + Penalty 3637.392240 = -8372485.849605
  nChanged 2933
		SP:Iteration 2Q (11576.840000 sec): 3 clusters
  Score: Raw -8377143.973826 + Penalty 3637.392240 = -8373506.581586
  nChanged 3422
		SP:Iteration 3Q (11577.040000 sec): 3 clusters
  Score: Raw -8378696.637043 + Penalty 3637.392240 = -8375059.244803
  nChanged 4140
		SP:Iteration 4F (11577.230000 sec): 3 clusters
  Score: Raw -8381067.203501 + Penalty 3637.392240 = -8377429.811261
  nChanged 4755
		SP:Iteration 5F (11577.420000 sec): 3 clusters
  Score: Raw -8384210.816656 + Penalty 3637.392240 = -8380573.424417
  nChanged 4996
		SP:Iteration 6F (11577.610000 sec): 3 clusters
  Score: Raw -8387496.024752 + Penalty 3637.392240 = -8383858.632512
  nChanged 4373
		SP:Iteration 7F (11577.810000 sec): 3 clusters
  Score: Raw -8389996.719379 + Penalty 3637.392240 = -8386359.327139
  nChanged 3594
		SP:Iteration 8Q (11578.010000 sec): 3 clusters
  Score: Raw -8391785.999684 + Penalty 3637.392240 = -8388148.607445
  nChanged 2826
		SP:Iteration 9Q (11578.200000 sec): 3 clusters
  Score: Raw -8393045.055530 + Penalty 3637.392240 = -8389407.663290
  nChanged 2336
		SP:Iteration 10Q (11578.390000 sec): 3 clusters
  Score: Raw -8394091.107880 + Penalty 3637.392240 = -8390453.715640
  nChanged 2060
		SP:Iteration 11Q (11578.590000 sec): 3 clusters
  Score: Raw -8395034.274558 + Penalty 3637.392240 = -8391396.882318
  nChanged 1941
		SP:Iteration 12Q (11578.770000 sec): 3 clusters
  Score: Raw -8395867.393789 + Penalty 3637.392240 = -8392230.001550
  nChanged 1737
		SP:Iteration 13Q (11578.960000 sec): 3 clusters
  Score: Raw -8396521.166123 + Penalty 3637.392240 = -8392883.773884
  nChanged 1499
		SP:Iteration 14Q (11579.150000 sec): 3 clusters
  Score: Raw -8396968.677970 + Penalty 3637.392240 = -8393331.285731
  nChanged 1105
		SP:Iteration 15Q (11579.330000 sec): 3 clusters
  Score: Raw -8397237.703294 + Penalty 3637.392240 = -8393600.311054
  nChanged 892
		SP:Iteration 16Q (11579.510000 sec): 3 clusters
  Score: Raw -8397435.220437 + Penalty 3637.392240 = -8393797.828198
  nChanged 791
		SP:Iteration 17Q (11579.700000 sec): 3 clusters
  Score: Raw -8397608.471619 + Penalty 3637.392240 = -8393971.079379
  nChanged 755
		SP:Iteration 18Q (11579.880000 sec): 3 clusters
  Score: Raw -8397777.452345 + Penalty 3637.392240 = -8394140.060105
  nChanged 710
		SP:Iteration 19Q (11580.060000 sec): 3 clusters
  Score: Raw -8397929.381226 + Penalty 3637.392240 = -8394291.988986
  nChanged 699
		SP:Iteration 20F (11580.250000 sec): 3 clusters
  Score: Raw -8398071.469470 + Penalty 3637.392240 = -8394434.077231
  nChanged 684
		SP:Iteration 21Q (11580.440000 sec): 3 clusters
  Score: Raw -8398214.197558 + Penalty 3637.392240 = -8394576.805318
  nChanged 650
		SP:Iteration 22Q (11580.620000 sec): 3 clusters
  Score: Raw -8398351.667775 + Penalty 3637.392240 = -8394714.275535
  nChanged 639
		SP:Iteration 23Q (11580.800000 sec): 3 clusters
  Score: Raw -8398489.232400 + Penalty 3637.392240 = -8394851.840160
  nChanged 647
		SP:Iteration 24Q (11580.990000 sec): 3 clusters
  Score: Raw -8398630.013399 + Penalty 3637.392240 = -8394992.621159
  nChanged 631
		SP:Iteration 25Q (11581.170000 sec): 3 clusters
  Score: Raw -8398768.062801 + Penalty 3637.392240 = -8395130.670562
  nChanged 626
		SP:Iteration 26Q (11581.350000 sec): 3 clusters
  Score: Raw -8398919.805699 + Penalty 3637.392240 = -8395282.413459
  nChanged 670
		SP:Iteration 27Q (11581.530000 sec): 3 clusters
  Score: Raw -8399095.261588 + Penalty 3637.392240 = -8395457.869348
  nChanged 665
		SP:Iteration 28Q (11581.710000 sec): 3 clusters
  Score: Raw -8399269.071899 + Penalty 3637.392240 = -8395631.679660
  nChanged 671
		SP:Iteration 29Q (11581.890000 sec): 3 clusters
  Score: Raw -8399481.899256 + Penalty 3637.392240 = -8395844.507016
  nChanged 756
		SP:Iteration 30Q (11582.070000 sec): 3 clusters
  Score: Raw -8399796.021892 + Penalty 3637.392240 = -8396158.629652
  nChanged 855
		SP:Iteration 31Q (11582.250000 sec): 3 clusters
  Score: Raw -8400194.344317 + Penalty 3637.392240 = -8396556.952077
  nChanged 949
		SP:Iteration 32Q (11582.430000 sec): 3 clusters
  Score: Raw -8400668.905464 + Penalty 3637.392240 = -8397031.513224
  nChanged 986
		SP:Iteration 33Q (11582.610000 sec): 3 clusters
  Score: Raw -8401185.688929 + Penalty 3637.392240 = -8397548.296689
  nChanged 1002
		SP:Iteration 34Q (11582.780000 sec): 3 clusters
  Score: Raw -8401697.161284 + Penalty 3637.392240 = -8398059.769044
  nChanged 956
		SP:Iteration 35Q (11582.960000 sec): 3 clusters
  Score: Raw -8402189.209710 + Penalty 3637.392240 = -8398551.817470
  nChanged 952
		SP:Iteration 36Q (11583.130000 sec): 3 clusters
  Score: Raw -8402610.065770 + Penalty 3637.392240 = -8398972.673530
  nChanged 840
		SP:Iteration 37Q (11583.310000 sec): 3 clusters
  Score: Raw -8402942.584476 + Penalty 3637.392240 = -8399305.192236
  nChanged 747
		SP:Iteration 38Q (11583.480000 sec): 3 clusters
  Score: Raw -8403213.533061 + Penalty 3637.392240 = -8399576.140821
  nChanged 694
		SP:Iteration 39Q (11583.650000 sec): 3 clusters
  Score: Raw -8403448.311711 + Penalty 3637.392240 = -8399810.919472
  nChanged 616
		SP:Iteration 40F (11583.840000 sec): 3 clusters
  Score: Raw -8403632.713527 + Penalty 3637.392240 = -8399995.321287
  nChanged 538
		SP:Iteration 41Q (11584.010000 sec): 3 clusters
  Score: Raw -8403785.767259 + Penalty 3637.392240 = -8400148.375019
  nChanged 489
		SP:Iteration 42Q (11584.190000 sec): 3 clusters
  Score: Raw -8403909.580970 + Penalty 3637.392240 = -8400272.188730
  nChanged 425
		SP:Iteration 43Q (11584.360000 sec): 3 clusters
  Score: Raw -8404001.552744 + Penalty 3637.392240 = -8400364.160504
  nChanged 363
		SP:Iteration 44Q (11584.530000 sec): 3 clusters
  Score: Raw -8404074.809048 + Penalty 3637.392240 = -8400437.416808
  nChanged 310
		SP:Iteration 45Q (11584.710000 sec): 3 clusters
  Score: Raw -8404134.133131 + Penalty 3637.392240 = -8400496.740891
  nChanged 322
		SP:Iteration 46Q (11584.870000 sec): 3 clusters
  Score: Raw -8404191.892888 + Penalty 3637.392240 = -8400554.500648
  nChanged 290
		SP:Iteration 47Q (11585.050000 sec): 3 clusters
  Score: Raw -8404244.373004 + Penalty 3637.392240 = -8400606.980764
  nChanged 281
		SP:Iteration 48Q (11585.210000 sec): 3 clusters
  Score: Raw -8404286.641587 + Penalty 3637.392240 = -8400649.249347
  nChanged 237
		SP:Iteration 49Q (11585.380000 sec): 3 clusters
  Score: Raw -8404315.668672 + Penalty 3637.392240 = -8400678.276432
  nChanged 215
		SP:Iteration 50Q (11585.550000 sec): 3 clusters
  Score: Raw -8404341.265066 + Penalty 3637.392240 = -8400703.872826
  nChanged 201
		SP:Iteration 51Q (11585.720000 sec): 3 clusters
  Score: Raw -8404371.033596 + Penalty 3637.392240 = -8400733.641356
  nChanged 211
		SP:Iteration 52Q (11585.890000 sec): 3 clusters
  Score: Raw -8404402.834866 + Penalty 3637.392240 = -8400765.442627
  nChanged 243
		SP:Iteration 53Q (11586.050000 sec): 3 clusters
  Score: Raw -8404437.484716 + Penalty 3637.392240 = -8400800.092477
  nChanged 221
		SP:Iteration 54Q (11586.220000 sec): 3 clusters
  Score: Raw -8404466.630777 + Penalty 3637.392240 = -8400829.238537
  nChanged 203
		SP:Iteration 55Q (11586.390000 sec): 3 clusters
  Score: Raw -8404491.260149 + Penalty 3637.392240 = -8400853.867909
  nChanged 209
		SP:Iteration 56Q (11586.550000 sec): 3 clusters
  Score: Raw -8404518.936648 + Penalty 3637.392240 = -8400881.544408
  nChanged 211
		SP:Iteration 57Q (11586.720000 sec): 3 clusters
  Score: Raw -8404544.570263 + Penalty 3637.392240 = -8400907.178023
  nChanged 198
		SP:Iteration 58Q (11586.890000 sec): 3 clusters
  Score: Raw -8404568.961546 + Penalty 3637.392240 = -8400931.569307
  nChanged 196
		SP:Iteration 59Q (11587.050000 sec): 3 clusters
  Score: Raw -8404593.253271 + Penalty 3637.392240 = -8400955.861031
  nChanged 187
		SP:Iteration 60F (11587.240000 sec): 3 clusters
  Score: Raw -8404613.011888 + Penalty 3637.392240 = -8400975.619648
  nChanged 174
		SP:Iteration 61Q (11587.410000 sec): 3 clusters
  Score: Raw -8404630.051266 + Penalty 3637.392240 = -8400992.659026
  nChanged 144
		SP:Iteration 62Q (11587.570000 sec): 3 clusters
  Score: Raw -8404645.070259 + Penalty 3637.392240 = -8401007.678019
  nChanged 134
		SP:Iteration 63Q (11587.730000 sec): 3 clusters
  Score: Raw -8404658.593521 + Penalty 3637.392240 = -8401021.201282
  nChanged 126
		SP:Iteration 64Q (11587.900000 sec): 3 clusters
  Score: Raw -8404669.291975 + Penalty 3637.392240 = -8401031.899735
  nChanged 120
		SP:Iteration 65Q (11588.060000 sec): 3 clusters
  Score: Raw -8404678.809294 + Penalty 3637.392240 = -8401041.417054
  nChanged 114
		SP:Iteration 66Q (11588.230000 sec): 3 clusters
  Score: Raw -8404686.418792 + Penalty 3637.392240 = -8401049.026553
  nChanged 103
		SP:Iteration 67Q (11588.390000 sec): 3 clusters
  Score: Raw -8404692.785993 + Penalty 3637.392240 = -8401055.393753
  nChanged 92
		SP:Iteration 68Q (11588.550000 sec): 3 clusters
  Score: Raw -8404698.313114 + Penalty 3637.392240 = -8401060.920874
  nChanged 83
		SP:Iteration 69Q (11588.720000 sec): 3 clusters
  Score: Raw -8404702.634328 + Penalty 3637.392240 = -8401065.242088
  nChanged 65
		SP:Iteration 70Q (11588.880000 sec): 3 clusters
  Score: Raw -8404705.770203 + Penalty 3637.392240 = -8401068.377964
  nChanged 56
		SP:Iteration 71Q (11589.050000 sec): 3 clusters
  Score: Raw -8404709.096689 + Penalty 3637.392240 = -8401071.704449
  nChanged 58
		SP:Iteration 72Q (11589.210000 sec): 3 clusters
  Score: Raw -8404712.302766 + Penalty 3637.392240 = -8401074.910526
  nChanged 57
		SP:Iteration 73Q (11589.370000 sec): 3 clusters
  Score: Raw -8404715.098388 + Penalty 3637.392240 = -8401077.706148
  nChanged 52
		SP:Iteration 74Q (11589.530000 sec): 3 clusters
  Score: Raw -8404717.151035 + Penalty 3637.392240 = -8401079.758795
  nChanged 51
		SP:Iteration 75Q (11589.690000 sec): 3 clusters
  Score: Raw -8404719.270879 + Penalty 3637.392240 = -8401081.878639
  nChanged 40
		SP:Iteration 76Q (11589.860000 sec): 3 clusters
  Score: Raw -8404720.892058 + Penalty 3637.392240 = -8401083.499818
  nChanged 39
		SP:Iteration 77Q (11590.020000 sec): 3 clusters
  Score: Raw -8404722.202530 + Penalty 3637.392240 = -8401084.810291
  nChanged 34
		SP:Iteration 78Q (11590.180000 sec): 3 clusters
  Score: Raw -8404723.510312 + Penalty 3637.392240 = -8401086.118072
  nChanged 30
		SP:Iteration 79Q (11590.350000 sec): 3 clusters
  Score: Raw -8404724.590098 + Penalty 3637.392240 = -8401087.197858
  nChanged 22
		SP:Iteration 80F (11590.540000 sec): 3 clusters
  Score: Raw -8404725.307000 + Penalty 3637.392240 = -8401087.914760
  nChanged 14
		SP:Iteration 81Q (11590.700000 sec): 3 clusters
  Score: Raw -8404725.650121 + Penalty 3637.392240 = -8401088.257881
  nChanged 11
		SP:Iteration 82Q (11590.860000 sec): 3 clusters
  Score: Raw -8404725.867986 + Penalty 3637.392240 = -8401088.475746
  nChanged 8
		SP:Iteration 83Q (11591.020000 sec): 3 clusters
  Score: Raw -8404726.104144 + Penalty 3637.392240 = -8401088.711904
  nChanged 10
		SP:Iteration 84Q (11591.190000 sec): 3 clusters
  Score: Raw -8404726.472597 + Penalty 3637.392240 = -8401089.080357
  nChanged 12
		SP:Iteration 85Q (11591.350000 sec): 3 clusters
  Score: Raw -8404726.759188 + Penalty 3637.392240 = -8401089.366948
  nChanged 9
		SP:Iteration 86Q (11591.510000 sec): 3 clusters
  Score: Raw -8404726.974999 + Penalty 3637.392240 = -8401089.582759
  nChanged 7
		SP:Iteration 87Q (11591.670000 sec): 3 clusters
  Score: Raw -8404727.144767 + Penalty 3637.392240 = -8401089.752527
  nChanged 6
		SP:Iteration 88Q (11591.830000 sec): 3 clusters
  Score: Raw -8404727.233401 + Penalty 3637.392240 = -8401089.841161
  nChanged 4
		SP:Iteration 89Q (11591.990000 sec): 3 clusters
  Score: Raw -8404727.313712 + Penalty 3637.392240 = -8401089.921473
  nChanged 1
		SP:Iteration 90Q (11592.160000 sec): 3 clusters
  Score: Raw -8404727.332337 + Penalty 3637.392240 = -8401089.940097
  nChanged 0
		SP:Iteration 91F (11592.350000 sec): 3 clusters
  Score: Raw -8404727.332337 + Penalty 3637.392240 = -8401089.940097
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (108954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11592.650000 sec): 2 clusters
  Score: Raw -12472916.125632 + Penalty 1884.785671 = -12471031.339960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11592.940000 sec): 3 clusters
  Score: Raw -12401991.997099 + Penalty 3769.571342 = -12398222.425756
  nChanged 52199
		SP:Iteration 1F (11593.230000 sec): 3 clusters
  Score: Raw -12432994.643474 + Penalty 3769.571342 = -12429225.072132
  nChanged 5166
		SP:Iteration 2Q (11593.520000 sec): 3 clusters
  Score: Raw -12435211.395017 + Penalty 3769.571342 = -12431441.823674
  nChanged 6506
		SP:Iteration 3F (11593.810000 sec): 3 clusters
  Score: Raw -12438914.687496 + Penalty 3769.571342 = -12435145.116153
  nChanged 8069
		SP:Iteration 4F (11594.100000 sec): 3 clusters
  Score: Raw -12444543.133745 + Penalty 3769.571342 = -12440773.562403
  nChanged 8813
		SP:Iteration 5F (11594.390000 sec): 3 clusters
  Score: Raw -12451808.231232 + Penalty 3769.571342 = -12448038.659889
  nChanged 8216
		SP:Iteration 6F (11594.670000 sec): 3 clusters
  Score: Raw -12459154.368876 + Penalty 3769.571342 = -12455384.797534
  nChanged 6409
		SP:Iteration 7F (11594.950000 sec): 3 clusters
  Score: Raw -12464923.453876 + Penalty 3769.571342 = -12461153.882534
  nChanged 4417
		SP:Iteration 8Q (11595.230000 sec): 3 clusters
  Score: Raw -12468830.801574 + Penalty 3769.571342 = -12465061.230232
  nChanged 2774
		SP:Iteration 9Q (11595.500000 sec): 3 clusters
  Score: Raw -12471242.400257 + Penalty 3769.571342 = -12467472.828915
  nChanged 1648
		SP:Iteration 10Q (11595.750000 sec): 3 clusters
  Score: Raw -12472696.120701 + Penalty 3769.571342 = -12468926.549359
  nChanged 808
		SP:Iteration 11Q (11595.990000 sec): 3 clusters
  Score: Raw -12473418.163960 + Penalty 3769.571342 = -12469648.592618
  nChanged 360
		SP:Iteration 12Q (11596.210000 sec): 3 clusters
  Score: Raw -12473747.999666 + Penalty 3769.571342 = -12469978.428323
  nChanged 187
		SP:Iteration 13Q (11596.420000 sec): 3 clusters
  Score: Raw -12473931.181136 + Penalty 3769.571342 = -12470161.609793
  nChanged 121
		SP:Iteration 14Q (11596.630000 sec): 3 clusters
  Score: Raw -12474051.516684 + Penalty 3769.571342 = -12470281.945342
  nChanged 99
		SP:Iteration 15Q (11596.840000 sec): 3 clusters
  Score: Raw -12474142.150790 + Penalty 3769.571342 = -12470372.579447
  nChanged 80
		SP:Iteration 16Q (11597.050000 sec): 3 clusters
  Score: Raw -12474213.911570 + Penalty 3769.571342 = -12470444.340227
  nChanged 75
		SP:Iteration 17Q (11597.250000 sec): 3 clusters
  Score: Raw -12474286.818916 + Penalty 3769.571342 = -12470517.247574
  nChanged 60
		SP:Iteration 18Q (11597.450000 sec): 3 clusters
  Score: Raw -12474338.937010 + Penalty 3769.571342 = -12470569.365668
  nChanged 44
		SP:Iteration 19Q (11597.650000 sec): 3 clusters
  Score: Raw -12474385.246152 + Penalty 3769.571342 = -12470615.674810
  nChanged 47
		SP:Iteration 20F (11597.940000 sec): 3 clusters
  Score: Raw -12474441.531943 + Penalty 3769.571342 = -12470671.960601
  nChanged 40
		SP:Iteration 21Q (11598.140000 sec): 3 clusters
  Score: Raw -12474473.955548 + Penalty 3769.571342 = -12470704.384205
  nChanged 33
		SP:Iteration 22Q (11598.350000 sec): 3 clusters
  Score: Raw -12474500.876699 + Penalty 3769.571342 = -12470731.305357
  nChanged 35
		SP:Iteration 23Q (11598.570000 sec): 3 clusters
  Score: Raw -12474524.716346 + Penalty 3769.571342 = -12470755.145003
  nChanged 27
		SP:Iteration 24Q (11598.770000 sec): 3 clusters
  Score: Raw -12474539.039374 + Penalty 3769.571342 = -12470769.468032
  nChanged 13
		SP:Iteration 25Q (11598.970000 sec): 3 clusters
  Score: Raw -12474544.840090 + Penalty 3769.571342 = -12470775.268747
  nChanged 10
		SP:Iteration 26Q (11599.170000 sec): 3 clusters
  Score: Raw -12474552.868845 + Penalty 3769.571342 = -12470783.297502
  nChanged 15
		SP:Iteration 27Q (11599.380000 sec): 3 clusters
  Score: Raw -12474561.721563 + Penalty 3769.571342 = -12470792.150221
  nChanged 16
		SP:Iteration 28Q (11599.580000 sec): 3 clusters
  Score: Raw -12474572.661863 + Penalty 3769.571342 = -12470803.090520
  nChanged 13
		SP:Iteration 29Q (11599.780000 sec): 3 clusters
  Score: Raw -12474578.880999 + Penalty 3769.571342 = -12470809.309657
  nChanged 12
		SP:Iteration 30Q (11599.980000 sec): 3 clusters
  Score: Raw -12474585.626458 + Penalty 3769.571342 = -12470816.055116
  nChanged 13
		SP:Iteration 31Q (11600.180000 sec): 3 clusters
  Score: Raw -12474593.685021 + Penalty 3769.571342 = -12470824.113678
  nChanged 18
		SP:Iteration 32Q (11600.380000 sec): 3 clusters
  Score: Raw -12474606.406267 + Penalty 3769.571342 = -12470836.834924
  nChanged 12
		SP:Iteration 33Q (11600.580000 sec): 3 clusters
  Score: Raw -12474614.418491 + Penalty 3769.571342 = -12470844.847149
  nChanged 12
		SP:Iteration 34Q (11600.770000 sec): 3 clusters
  Score: Raw -12474622.062070 + Penalty 3769.571342 = -12470852.490727
  nChanged 8
		SP:Iteration 35Q (11600.970000 sec): 3 clusters
  Score: Raw -12474627.515674 + Penalty 3769.571342 = -12470857.944331
  nChanged 11
		SP:Iteration 36Q (11601.170000 sec): 3 clusters
  Score: Raw -12474632.097725 + Penalty 3769.571342 = -12470862.526382
  nChanged 7
		SP:Iteration 37Q (11601.370000 sec): 3 clusters
  Score: Raw -12474636.694805 + Penalty 3769.571342 = -12470867.123462
  nChanged 6
		SP:Iteration 38Q (11601.560000 sec): 3 clusters
  Score: Raw -12474639.247162 + Penalty 3769.571342 = -12470869.675819
  nChanged 6
		SP:Iteration 39Q (11601.760000 sec): 3 clusters
  Score: Raw -12474641.879465 + Penalty 3769.571342 = -12470872.308123
  nChanged 6
		SP:Iteration 40F (11602.050000 sec): 3 clusters
  Score: Raw -12474644.536321 + Penalty 3769.571342 = -12470874.964978
  nChanged 5
		SP:Iteration 41Q (11602.250000 sec): 3 clusters
  Score: Raw -12474646.152194 + Penalty 3769.571342 = -12470876.580851
  nChanged 0
		SP:Iteration 42F (11602.530000 sec): 3 clusters
  Score: Raw -12474646.152194 + Penalty 3769.571342 = -12470876.580851
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11602.590000 sec): 2 clusters
  Score: Raw -499451.899485 + Penalty 1370.565019 = -498081.334466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11602.600000 sec): 3 clusters
  Score: Raw -497091.706541 + Penalty 2741.130038 = -494350.576503
  nChanged 1853
		SP:Iteration 1F (11602.610000 sec): 3 clusters
  Score: Raw -498216.780684 + Penalty 2741.130038 = -495475.650646
  nChanged 374
		SP:Iteration 2F (11602.630000 sec): 3 clusters
  Score: Raw -498507.593822 + Penalty 2741.130038 = -495766.463784
  nChanged 351
		SP:Iteration 3F (11602.640000 sec): 3 clusters
  Score: Raw -498847.029264 + Penalty 2741.130038 = -496105.899226
  nChanged 334
		SP:Iteration 4F (11602.650000 sec): 3 clusters
  Score: Raw -499210.848098 + Penalty 2741.130038 = -496469.718060
  nChanged 299
		SP:Iteration 5F (11602.660000 sec): 3 clusters
  Score: Raw -499502.458274 + Penalty 2741.130038 = -496761.328237
  nChanged 257
		SP:Iteration 6F (11602.670000 sec): 3 clusters
  Score: Raw -499775.331601 + Penalty 2741.130038 = -497034.201563
  nChanged 212
		SP:Iteration 7Q (11602.680000 sec): 3 clusters
  Score: Raw -500001.460261 + Penalty 2741.130038 = -497260.330223
  nChanged 160
		SP:Iteration 8Q (11602.690000 sec): 3 clusters
  Score: Raw -500205.991494 + Penalty 2741.130038 = -497464.861457
  nChanged 124
		SP:Iteration 9Q (11602.710000 sec): 3 clusters
  Score: Raw -500377.788322 + Penalty 2741.130038 = -497636.658284
  nChanged 106
		SP:Iteration 10Q (11602.710000 sec): 3 clusters
  Score: Raw -500512.565641 + Penalty 2741.130038 = -497771.435603
  nChanged 81
		SP:Iteration 11Q (11602.730000 sec): 3 clusters
  Score: Raw -500595.184184 + Penalty 2741.130038 = -497854.054146
  nChanged 62
		SP:Iteration 12Q (11602.730000 sec): 3 clusters
  Score: Raw -500651.346998 + Penalty 2741.130038 = -497910.216960
  nChanged 37
		SP:Iteration 13Q (11602.750000 sec): 3 clusters
  Score: Raw -500677.703046 + Penalty 2741.130038 = -497936.573008
  nChanged 21
		SP:Iteration 14Q (11602.750000 sec): 3 clusters
  Score: Raw -500689.293751 + Penalty 2741.130038 = -497948.163713
  nChanged 17
		SP:Iteration 15Q (11602.760000 sec): 3 clusters
  Score: Raw -500697.659803 + Penalty 2741.130038 = -497956.529765
  nChanged 18
		SP:Iteration 16Q (11602.770000 sec): 3 clusters
  Score: Raw -500706.406315 + Penalty 2741.130038 = -497965.276277
  nChanged 17
		SP:Iteration 17Q (11602.780000 sec): 3 clusters
  Score: Raw -500714.822470 + Penalty 2741.130038 = -497973.692432
  nChanged 15
		SP:Iteration 18Q (11602.790000 sec): 3 clusters
  Score: Raw -500723.785352 + Penalty 2741.130038 = -497982.655314
  nChanged 9
		SP:Iteration 19Q (11602.800000 sec): 3 clusters
  Score: Raw -500728.639138 + Penalty 2741.130038 = -497987.509100
  nChanged 12
		SP:Iteration 20F (11602.810000 sec): 3 clusters
  Score: Raw -500734.369946 + Penalty 2741.130038 = -497993.239908
  nChanged 7
		SP:Iteration 21Q (11602.820000 sec): 3 clusters
  Score: Raw -500736.495213 + Penalty 2741.130038 = -497995.365175
  nChanged 4
		SP:Iteration 22Q (11602.830000 sec): 3 clusters
  Score: Raw -500737.543223 + Penalty 2741.130038 = -497996.413185
  nChanged 0
		SP:Iteration 23F (11602.840000 sec): 3 clusters
  Score: Raw -500737.543223 + Penalty 2741.130038 = -497996.413185
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11602.880000 sec): 2 clusters
  Score: Raw -1503325.519336 + Penalty 1536.235517 = -1501789.283818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11602.910000 sec): 3 clusters
  Score: Raw -1495828.375703 + Penalty 3072.471034 = -1492755.904669
  nChanged 5617
		SP:Iteration 1F (11602.940000 sec): 3 clusters
  Score: Raw -1498947.001279 + Penalty 3072.471034 = -1495874.530245
  nChanged 807
		SP:Iteration 2F (11602.970000 sec): 3 clusters
  Score: Raw -1499305.995835 + Penalty 3072.471034 = -1496233.524801
  nChanged 743
		SP:Iteration 3F (11603.010000 sec): 3 clusters
  Score: Raw -1499686.846344 + Penalty 3072.471034 = -1496614.375309
  nChanged 756
		SP:Iteration 4F (11603.040000 sec): 3 clusters
  Score: Raw -1500131.358501 + Penalty 3072.471034 = -1497058.887467
  nChanged 834
		SP:Iteration 5F (11603.070000 sec): 3 clusters
  Score: Raw -1500722.207149 + Penalty 3072.471034 = -1497649.736115
  nChanged 810
		SP:Iteration 6F (11603.110000 sec): 3 clusters
  Score: Raw -1501304.707169 + Penalty 3072.471034 = -1498232.236134
  nChanged 707
		SP:Iteration 7F (11603.140000 sec): 3 clusters
  Score: Raw -1501806.572772 + Penalty 3072.471034 = -1498734.101738
  nChanged 594
		SP:Iteration 8Q (11603.170000 sec): 3 clusters
  Score: Raw -1502216.971958 + Penalty 3072.471034 = -1499144.500924
  nChanged 472
		SP:Iteration 9Q (11603.200000 sec): 3 clusters
  Score: Raw -1502563.246638 + Penalty 3072.471034 = -1499490.775604
  nChanged 344
		SP:Iteration 10Q (11603.230000 sec): 3 clusters
  Score: Raw -1502827.120007 + Penalty 3072.471034 = -1499754.648973
  nChanged 262
		SP:Iteration 11Q (11603.260000 sec): 3 clusters
  Score: Raw -1503039.408314 + Penalty 3072.471034 = -1499966.937279
  nChanged 200
		SP:Iteration 12Q (11603.290000 sec): 3 clusters
  Score: Raw -1503197.275546 + Penalty 3072.471034 = -1500124.804512
  nChanged 148
		SP:Iteration 13Q (11603.320000 sec): 3 clusters
  Score: Raw -1503324.360384 + Penalty 3072.471034 = -1500251.889350
  nChanged 106
		SP:Iteration 14Q (11603.350000 sec): 3 clusters
  Score: Raw -1503409.820426 + Penalty 3072.471034 = -1500337.349392
  nChanged 85
		SP:Iteration 15Q (11603.370000 sec): 3 clusters
  Score: Raw -1503464.748597 + Penalty 3072.471034 = -1500392.277563
  nChanged 59
		SP:Iteration 16Q (11603.400000 sec): 3 clusters
  Score: Raw -1503506.212759 + Penalty 3072.471034 = -1500433.741725
  nChanged 51
		SP:Iteration 17Q (11603.430000 sec): 3 clusters
  Score: Raw -1503549.431029 + Penalty 3072.471034 = -1500476.959995
  nChanged 44
		SP:Iteration 18Q (11603.450000 sec): 3 clusters
  Score: Raw -1503576.168238 + Penalty 3072.471034 = -1500503.697204
  nChanged 41
		SP:Iteration 19Q (11603.470000 sec): 3 clusters
  Score: Raw -1503603.823801 + Penalty 3072.471034 = -1500531.352767
  nChanged 37
		SP:Iteration 20F (11603.510000 sec): 3 clusters
  Score: Raw -1503629.356541 + Penalty 3072.471034 = -1500556.885506
  nChanged 33
		SP:Iteration 21Q (11603.530000 sec): 3 clusters
  Score: Raw -1503650.055573 + Penalty 3072.471034 = -1500577.584539
  nChanged 33
		SP:Iteration 22Q (11603.560000 sec): 3 clusters
  Score: Raw -1503670.679078 + Penalty 3072.471034 = -1500598.208043
  nChanged 29
		SP:Iteration 23Q (11603.580000 sec): 3 clusters
  Score: Raw -1503681.764659 + Penalty 3072.471034 = -1500609.293625
  nChanged 15
		SP:Iteration 24Q (11603.610000 sec): 3 clusters
  Score: Raw -1503686.990080 + Penalty 3072.471034 = -1500614.519045
  nChanged 11
		SP:Iteration 25Q (11603.630000 sec): 3 clusters
  Score: Raw -1503693.198101 + Penalty 3072.471034 = -1500620.727067
  nChanged 14
		SP:Iteration 26Q (11603.650000 sec): 3 clusters
  Score: Raw -1503702.058588 + Penalty 3072.471034 = -1500629.587554
  nChanged 19
		SP:Iteration 27Q (11603.680000 sec): 3 clusters
  Score: Raw -1503712.694366 + Penalty 3072.471034 = -1500640.223332
  nChanged 9
		SP:Iteration 28Q (11603.700000 sec): 3 clusters
  Score: Raw -1503714.912559 + Penalty 3072.471034 = -1500642.441525
  nChanged 4
		SP:Iteration 29Q (11603.730000 sec): 3 clusters
  Score: Raw -1503716.346165 + Penalty 3072.471034 = -1500643.875130
  nChanged 2
		SP:Iteration 30Q (11603.750000 sec): 3 clusters
  Score: Raw -1503717.379898 + Penalty 3072.471034 = -1500644.908864
  nChanged 2
		SP:Iteration 31Q (11603.780000 sec): 3 clusters
  Score: Raw -1503718.860117 + Penalty 3072.471034 = -1500646.389083
  nChanged 4
		SP:Iteration 32Q (11603.800000 sec): 3 clusters
  Score: Raw -1503721.403723 + Penalty 3072.471034 = -1500648.932688
  nChanged 4
		SP:Iteration 33Q (11603.830000 sec): 3 clusters
  Score: Raw -1503723.037013 + Penalty 3072.471034 = -1500650.565979
  nChanged 2
		SP:Iteration 34Q (11603.850000 sec): 3 clusters
  Score: Raw -1503723.598405 + Penalty 3072.471034 = -1500651.127371
  nChanged 1
		SP:Iteration 35Q (11603.870000 sec): 3 clusters
  Score: Raw -1503723.964507 + Penalty 3072.471034 = -1500651.493473
  nChanged 1
		SP:Iteration 36Q (11603.900000 sec): 3 clusters
  Score: Raw -1503724.348375 + Penalty 3072.471034 = -1500651.877341
  nChanged 1
		SP:Iteration 37Q (11603.920000 sec): 3 clusters
  Score: Raw -1503724.728692 + Penalty 3072.471034 = -1500652.257658
  nChanged 1
		SP:Iteration 38Q (11603.950000 sec): 3 clusters
  Score: Raw -1503724.992065 + Penalty 3072.471034 = -1500652.521031
  nChanged 0
		SP:Iteration 39F (11603.980000 sec): 3 clusters
  Score: Raw -1503724.992065 + Penalty 3072.471034 = -1500652.521031
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (105531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11604.300000 sec): 2 clusters
  Score: Raw -12292749.251883 + Penalty 1879.598504 = -12290869.653379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11604.590000 sec): 3 clusters
  Score: Raw -12223927.951822 + Penalty 3759.197009 = -12220168.754813
  nChanged 50558
		SP:Iteration 1F (11604.870000 sec): 3 clusters
  Score: Raw -12253851.877880 + Penalty 3759.197009 = -12250092.680871
  nChanged 4490
		SP:Iteration 2Q (11605.160000 sec): 3 clusters
  Score: Raw -12255459.835350 + Penalty 3759.197009 = -12251700.638341
  nChanged 5305
		SP:Iteration 3F (11605.430000 sec): 3 clusters
  Score: Raw -12257903.572890 + Penalty 3759.197009 = -12254144.375881
  nChanged 6431
		SP:Iteration 4F (11605.710000 sec): 3 clusters
  Score: Raw -12261546.646146 + Penalty 3759.197009 = -12257787.449137
  nChanged 7422
		SP:Iteration 5F (11605.980000 sec): 3 clusters
  Score: Raw -12266395.036879 + Penalty 3759.197009 = -12262635.839870
  nChanged 7607
		SP:Iteration 6F (11606.260000 sec): 3 clusters
  Score: Raw -12271853.486539 + Penalty 3759.197009 = -12268094.289530
  nChanged 7130
		SP:Iteration 7F (11606.540000 sec): 3 clusters
  Score: Raw -12277246.109050 + Penalty 3759.197009 = -12273486.912041
  nChanged 5876
		SP:Iteration 8F (11606.820000 sec): 3 clusters
  Score: Raw -12281876.687776 + Penalty 3759.197009 = -12278117.490767
  nChanged 4413
		SP:Iteration 9Q (11607.090000 sec): 3 clusters
  Score: Raw -12285502.944651 + Penalty 3759.197009 = -12281743.747642
  nChanged 3258
		SP:Iteration 10Q (11607.350000 sec): 3 clusters
  Score: Raw -12288077.677401 + Penalty 3759.197009 = -12284318.480392
  nChanged 2356
		SP:Iteration 11Q (11607.610000 sec): 3 clusters
  Score: Raw -12289796.737612 + Penalty 3759.197009 = -12286037.540603
  nChanged 1901
		SP:Iteration 12Q (11607.850000 sec): 3 clusters
  Score: Raw -12291082.977221 + Penalty 3759.197009 = -12287323.780212
  nChanged 1523
		SP:Iteration 13Q (11608.080000 sec): 3 clusters
  Score: Raw -12292132.353448 + Penalty 3759.197009 = -12288373.156439
  nChanged 1215
		SP:Iteration 14Q (11608.310000 sec): 3 clusters
  Score: Raw -12292991.856856 + Penalty 3759.197009 = -12289232.659847
  nChanged 955
		SP:Iteration 15Q (11608.530000 sec): 3 clusters
  Score: Raw -12293675.666587 + Penalty 3759.197009 = -12289916.469578
  nChanged 770
		SP:Iteration 16Q (11608.750000 sec): 3 clusters
  Score: Raw -12294223.771333 + Penalty 3759.197009 = -12290464.574324
  nChanged 634
		SP:Iteration 17Q (11608.970000 sec): 3 clusters
  Score: Raw -12294646.047836 + Penalty 3759.197009 = -12290886.850827
  nChanged 524
		SP:Iteration 18Q (11609.180000 sec): 3 clusters
  Score: Raw -12294948.250703 + Penalty 3759.197009 = -12291189.053694
  nChanged 398
		SP:Iteration 19Q (11609.390000 sec): 3 clusters
  Score: Raw -12295097.027138 + Penalty 3759.197009 = -12291337.830129
  nChanged 275
		SP:Iteration 20F (11609.670000 sec): 3 clusters
  Score: Raw -12295169.614445 + Penalty 3759.197009 = -12291410.417436
  nChanged 209
		SP:Iteration 21Q (11609.880000 sec): 3 clusters
  Score: Raw -12295210.304140 + Penalty 3759.197009 = -12291451.107131
  nChanged 153
		SP:Iteration 22Q (11610.090000 sec): 3 clusters
  Score: Raw -12295232.241360 + Penalty 3759.197009 = -12291473.044351
  nChanged 101
		SP:Iteration 23Q (11610.300000 sec): 3 clusters
  Score: Raw -12295245.837762 + Penalty 3759.197009 = -12291486.640753
  nChanged 76
		SP:Iteration 24Q (11610.500000 sec): 3 clusters
  Score: Raw -12295254.463242 + Penalty 3759.197009 = -12291495.266233
  nChanged 58
		SP:Iteration 25Q (11610.710000 sec): 3 clusters
  Score: Raw -12295260.063246 + Penalty 3759.197009 = -12291500.866237
  nChanged 40
		SP:Iteration 26Q (11610.920000 sec): 3 clusters
  Score: Raw -12295264.195332 + Penalty 3759.197009 = -12291504.998323
  nChanged 39
		SP:Iteration 27Q (11611.120000 sec): 3 clusters
  Score: Raw -12295267.468098 + Penalty 3759.197009 = -12291508.271089
  nChanged 31
		SP:Iteration 28Q (11611.330000 sec): 3 clusters
  Score: Raw -12295269.168255 + Penalty 3759.197009 = -12291509.971246
  nChanged 16
		SP:Iteration 29Q (11611.540000 sec): 3 clusters
  Score: Raw -12295269.877580 + Penalty 3759.197009 = -12291510.680571
  nChanged 12
		SP:Iteration 30Q (11611.750000 sec): 3 clusters
  Score: Raw -12295270.393830 + Penalty 3759.197009 = -12291511.196821
  nChanged 11
		SP:Iteration 31Q (11611.960000 sec): 3 clusters
  Score: Raw -12295270.812858 + Penalty 3759.197009 = -12291511.615849
  nChanged 9
		SP:Iteration 32Q (11612.160000 sec): 3 clusters
  Score: Raw -12295271.226556 + Penalty 3759.197009 = -12291512.029547
  nChanged 5
		SP:Iteration 33Q (11612.370000 sec): 3 clusters
  Score: Raw -12295271.423694 + Penalty 3759.197009 = -12291512.226685
  nChanged 5
		SP:Iteration 34Q (11612.570000 sec): 3 clusters
  Score: Raw -12295271.743863 + Penalty 3759.197009 = -12291512.546854
  nChanged 6
		SP:Iteration 35Q (11612.780000 sec): 3 clusters
  Score: Raw -12295271.932859 + Penalty 3759.197009 = -12291512.735850
  nChanged 3
		SP:Iteration 36Q (11612.990000 sec): 3 clusters
  Score: Raw -12295272.036918 + Penalty 3759.197009 = -12291512.839909
  nChanged 3
		SP:Iteration 37Q (11613.190000 sec): 3 clusters
  Score: Raw -12295272.158271 + Penalty 3759.197009 = -12291512.961262
  nChanged 2
		SP:Iteration 38Q (11613.400000 sec): 3 clusters
  Score: Raw -12295272.194980 + Penalty 3759.197009 = -12291512.997971
  nChanged 1
		SP:Iteration 39Q (11613.620000 sec): 3 clusters
  Score: Raw -12295272.258191 + Penalty 3759.197009 = -12291513.061182
  nChanged 1
		SP:Iteration 40F (11613.900000 sec): 3 clusters
  Score: Raw -12295272.280413 + Penalty 3759.197009 = -12291513.083404
  nChanged 1
		SP:Iteration 41Q (11614.110000 sec): 3 clusters
  Score: Raw -12295272.339000 + Penalty 3759.197009 = -12291513.141991
  nChanged 1
		SP:Iteration 42Q (11614.320000 sec): 3 clusters
  Score: Raw -12295272.369224 + Penalty 3759.197009 = -12291513.172215
  nChanged 0
		SP:Iteration 43F (11614.600000 sec): 3 clusters
  Score: Raw -12295272.369224 + Penalty 3759.197009 = -12291513.172215
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11614.700000 sec): 2 clusters
  Score: Raw -2057929.484158 + Penalty 1589.482847 = -2056340.001311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11614.740000 sec): 3 clusters
  Score: Raw -2047445.852629 + Penalty 3178.965695 = -2044266.886934
  nChanged 7851
		SP:Iteration 1F (11614.790000 sec): 3 clusters
  Score: Raw -2051700.787124 + Penalty 3178.965695 = -2048521.821429
  nChanged 880
		SP:Iteration 2Q (11614.830000 sec): 3 clusters
  Score: Raw -2051992.383436 + Penalty 3178.965695 = -2048813.417741
  nChanged 772
		SP:Iteration 3Q (11614.880000 sec): 3 clusters
  Score: Raw -2052272.237781 + Penalty 3178.965695 = -2049093.272086
  nChanged 730
		SP:Iteration 4Q (11614.930000 sec): 3 clusters
  Score: Raw -2052549.750047 + Penalty 3178.965695 = -2049370.784352
  nChanged 688
		SP:Iteration 5Q (11614.970000 sec): 3 clusters
  Score: Raw -2052809.873755 + Penalty 3178.965695 = -2049630.908060
  nChanged 698
		SP:Iteration 6Q (11615.020000 sec): 3 clusters
  Score: Raw -2053131.182753 + Penalty 3178.965695 = -2049952.217059
  nChanged 782
		SP:Iteration 7Q (11615.060000 sec): 3 clusters
  Score: Raw -2053517.753604 + Penalty 3178.965695 = -2050338.787910
  nChanged 800
		SP:Iteration 8Q (11615.110000 sec): 3 clusters
  Score: Raw -2053873.221568 + Penalty 3178.965695 = -2050694.255874
  nChanged 763
		SP:Iteration 9Q (11615.160000 sec): 3 clusters
  Score: Raw -2054185.528577 + Penalty 3178.965695 = -2051006.562882
  nChanged 694
		SP:Iteration 10Q (11615.210000 sec): 3 clusters
  Score: Raw -2054461.349068 + Penalty 3178.965695 = -2051282.383373
  nChanged 606
		SP:Iteration 11Q (11615.250000 sec): 3 clusters
  Score: Raw -2054678.664768 + Penalty 3178.965695 = -2051499.699073
  nChanged 541
		SP:Iteration 12Q (11615.300000 sec): 3 clusters
  Score: Raw -2054847.119599 + Penalty 3178.965695 = -2051668.153904
  nChanged 484
		SP:Iteration 13Q (11615.340000 sec): 3 clusters
  Score: Raw -2054996.720583 + Penalty 3178.965695 = -2051817.754889
  nChanged 445
		SP:Iteration 14Q (11615.390000 sec): 3 clusters
  Score: Raw -2055109.519422 + Penalty 3178.965695 = -2051930.553727
  nChanged 337
		SP:Iteration 15Q (11615.440000 sec): 3 clusters
  Score: Raw -2055189.787196 + Penalty 3178.965695 = -2052010.821501
  nChanged 316
		SP:Iteration 16Q (11615.480000 sec): 3 clusters
  Score: Raw -2055251.627812 + Penalty 3178.965695 = -2052072.662118
  nChanged 268
		SP:Iteration 17Q (11615.530000 sec): 3 clusters
  Score: Raw -2055299.958165 + Penalty 3178.965695 = -2052120.992470
  nChanged 229
		SP:Iteration 18Q (11615.570000 sec): 3 clusters
  Score: Raw -2055343.157908 + Penalty 3178.965695 = -2052164.192214
  nChanged 221
		SP:Iteration 19Q (11615.620000 sec): 3 clusters
  Score: Raw -2055385.030556 + Penalty 3178.965695 = -2052206.064862
  nChanged 216
		SP:Iteration 20F (11615.660000 sec): 3 clusters
  Score: Raw -2055420.088681 + Penalty 3178.965695 = -2052241.122986
  nChanged 172
		SP:Iteration 21Q (11615.710000 sec): 3 clusters
  Score: Raw -2055448.908046 + Penalty 3178.965695 = -2052269.942352
  nChanged 181
		SP:Iteration 22Q (11615.760000 sec): 3 clusters
  Score: Raw -2055483.834960 + Penalty 3178.965695 = -2052304.869265
  nChanged 209
		SP:Iteration 23Q (11615.800000 sec): 3 clusters
  Score: Raw -2055523.337560 + Penalty 3178.965695 = -2052344.371865
  nChanged 222
		SP:Iteration 24Q (11615.850000 sec): 3 clusters
  Score: Raw -2055566.521118 + Penalty 3178.965695 = -2052387.555424
  nChanged 236
		SP:Iteration 25Q (11615.900000 sec): 3 clusters
  Score: Raw -2055614.812286 + Penalty 3178.965695 = -2052435.846591
  nChanged 251
		SP:Iteration 26Q (11615.940000 sec): 3 clusters
  Score: Raw -2055669.088924 + Penalty 3178.965695 = -2052490.123229
  nChanged 288
		SP:Iteration 27Q (11615.990000 sec): 3 clusters
  Score: Raw -2055743.204904 + Penalty 3178.965695 = -2052564.239210
  nChanged 383
		SP:Iteration 28Q (11616.030000 sec): 3 clusters
  Score: Raw -2055857.573292 + Penalty 3178.965695 = -2052678.607598
  nChanged 406
		SP:Iteration 29Q (11616.080000 sec): 3 clusters
  Score: Raw -2055984.856724 + Penalty 3178.965695 = -2052805.891030
  nChanged 453
		SP:Iteration 30Q (11616.120000 sec): 3 clusters
  Score: Raw -2056145.438733 + Penalty 3178.965695 = -2052966.473039
  nChanged 489
		SP:Iteration 31Q (11616.170000 sec): 3 clusters
  Score: Raw -2056335.629645 + Penalty 3178.965695 = -2053156.663950
  nChanged 506
		SP:Iteration 32Q (11616.220000 sec): 3 clusters
  Score: Raw -2056552.755187 + Penalty 3178.965695 = -2053373.789492
  nChanged 527
		SP:Iteration 33Q (11616.260000 sec): 3 clusters
  Score: Raw -2056795.019956 + Penalty 3178.965695 = -2053616.054261
  nChanged 482
		SP:Iteration 34Q (11616.310000 sec): 3 clusters
  Score: Raw -2057025.219205 + Penalty 3178.965695 = -2053846.253510
  nChanged 451
		SP:Iteration 35Q (11616.360000 sec): 3 clusters
  Score: Raw -2057259.269341 + Penalty 3178.965695 = -2054080.303646
  nChanged 422
		SP:Iteration 36Q (11616.400000 sec): 3 clusters
  Score: Raw -2057481.296253 + Penalty 3178.965695 = -2054302.330559
  nChanged 344
		SP:Iteration 37Q (11616.450000 sec): 3 clusters
  Score: Raw -2057682.080505 + Penalty 3178.965695 = -2054503.114811
  nChanged 306
		SP:Iteration 38Q (11616.490000 sec): 3 clusters
  Score: Raw -2057870.244607 + Penalty 3178.965695 = -2054691.278912
  nChanged 243
		SP:Iteration 39Q (11616.540000 sec): 3 clusters
  Score: Raw -2058021.484317 + Penalty 3178.965695 = -2054842.518623
  nChanged 181
		SP:Iteration 40F (11616.580000 sec): 3 clusters
  Score: Raw -2058117.622077 + Penalty 3178.965695 = -2054938.656383
  nChanged 146
		SP:Iteration 41Q (11616.630000 sec): 3 clusters
  Score: Raw -2058204.513033 + Penalty 3178.965695 = -2055025.547339
  nChanged 109
		SP:Iteration 42Q (11616.670000 sec): 3 clusters
  Score: Raw -2058259.171490 + Penalty 3178.965695 = -2055080.205795
  nChanged 74
		SP:Iteration 43Q (11616.720000 sec): 3 clusters
  Score: Raw -2058294.364642 + Penalty 3178.965695 = -2055115.398948
  nChanged 56
		SP:Iteration 44Q (11616.760000 sec): 3 clusters
  Score: Raw -2058328.008985 + Penalty 3178.965695 = -2055149.043291
  nChanged 53
		SP:Iteration 45Q (11616.800000 sec): 3 clusters
  Score: Raw -2058355.864014 + Penalty 3178.965695 = -2055176.898319
  nChanged 45
		SP:Iteration 46Q (11616.840000 sec): 3 clusters
  Score: Raw -2058380.306397 + Penalty 3178.965695 = -2055201.340702
  nChanged 36
		SP:Iteration 47Q (11616.880000 sec): 3 clusters
  Score: Raw -2058397.466740 + Penalty 3178.965695 = -2055218.501046
  nChanged 26
		SP:Iteration 48Q (11616.920000 sec): 3 clusters
  Score: Raw -2058409.290974 + Penalty 3178.965695 = -2055230.325279
  nChanged 25
		SP:Iteration 49Q (11616.960000 sec): 3 clusters
  Score: Raw -2058420.769122 + Penalty 3178.965695 = -2055241.803427
  nChanged 19
		SP:Iteration 50Q (11617.000000 sec): 3 clusters
  Score: Raw -2058429.180425 + Penalty 3178.965695 = -2055250.214730
  nChanged 17
		SP:Iteration 51Q (11617.040000 sec): 3 clusters
  Score: Raw -2058440.611196 + Penalty 3178.965695 = -2055261.645502
  nChanged 15
		SP:Iteration 52Q (11617.080000 sec): 3 clusters
  Score: Raw -2058451.521056 + Penalty 3178.965695 = -2055272.555362
  nChanged 16
		SP:Iteration 53Q (11617.110000 sec): 3 clusters
  Score: Raw -2058459.913043 + Penalty 3178.965695 = -2055280.947349
  nChanged 7
		SP:Iteration 54Q (11617.150000 sec): 3 clusters
  Score: Raw -2058462.189824 + Penalty 3178.965695 = -2055283.224129
  nChanged 2
		SP:Iteration 55Q (11617.190000 sec): 3 clusters
  Score: Raw -2058462.605506 + Penalty 3178.965695 = -2055283.639812
  nChanged 0
		SP:Iteration 56F (11617.240000 sec): 3 clusters
  Score: Raw -2058462.605506 + Penalty 3178.965695 = -2055283.639812
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11617.260000 sec): 2 clusters
  Score: Raw -942939.243692 + Penalty 1461.734461 = -941477.509231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11617.280000 sec): 3 clusters
  Score: Raw -938422.577292 + Penalty 2923.468922 = -935499.108370
  nChanged 3439
		SP:Iteration 1F (11617.300000 sec): 3 clusters
  Score: Raw -940229.705827 + Penalty 2923.468922 = -937306.236906
  nChanged 502
		SP:Iteration 2F (11617.320000 sec): 3 clusters
  Score: Raw -940440.261859 + Penalty 2923.468922 = -937516.792937
  nChanged 387
		SP:Iteration 3Q (11617.340000 sec): 3 clusters
  Score: Raw -940585.286461 + Penalty 2923.468922 = -937661.817539
  nChanged 321
		SP:Iteration 4Q (11617.360000 sec): 3 clusters
  Score: Raw -940711.103276 + Penalty 2923.468922 = -937787.634354
  nChanged 297
		SP:Iteration 5Q (11617.380000 sec): 3 clusters
  Score: Raw -940824.188753 + Penalty 2923.468922 = -937900.719831
  nChanged 272
		SP:Iteration 6Q (11617.400000 sec): 3 clusters
  Score: Raw -940943.864148 + Penalty 2923.468922 = -938020.395226
  nChanged 271
		SP:Iteration 7Q (11617.420000 sec): 3 clusters
  Score: Raw -941063.494949 + Penalty 2923.468922 = -938140.026027
  nChanged 272
		SP:Iteration 8Q (11617.440000 sec): 3 clusters
  Score: Raw -941189.308303 + Penalty 2923.468922 = -938265.839381
  nChanged 301
		SP:Iteration 9Q (11617.460000 sec): 3 clusters
  Score: Raw -941358.273055 + Penalty 2923.468922 = -938434.804133
  nChanged 357
		SP:Iteration 10Q (11617.480000 sec): 3 clusters
  Score: Raw -941611.597053 + Penalty 2923.468922 = -938688.128131
  nChanged 396
		SP:Iteration 11Q (11617.500000 sec): 3 clusters
  Score: Raw -941915.946398 + Penalty 2923.468922 = -938992.477476
  nChanged 387
		SP:Iteration 12Q (11617.520000 sec): 3 clusters
  Score: Raw -942216.983089 + Penalty 2923.468922 = -939293.514167
  nChanged 322
		SP:Iteration 13Q (11617.540000 sec): 3 clusters
  Score: Raw -942487.584980 + Penalty 2923.468922 = -939564.116058
  nChanged 241
		SP:Iteration 14Q (11617.560000 sec): 3 clusters
  Score: Raw -942712.354556 + Penalty 2923.468922 = -939788.885634
  nChanged 153
		SP:Iteration 15Q (11617.580000 sec): 3 clusters
  Score: Raw -942848.249524 + Penalty 2923.468922 = -939924.780602
  nChanged 84
		SP:Iteration 16Q (11617.600000 sec): 3 clusters
  Score: Raw -942932.195866 + Penalty 2923.468922 = -940008.726944
  nChanged 61
		SP:Iteration 17Q (11617.620000 sec): 3 clusters
  Score: Raw -942997.129540 + Penalty 2923.468922 = -940073.660618
  nChanged 39
		SP:Iteration 18Q (11617.630000 sec): 3 clusters
  Score: Raw -943039.549884 + Penalty 2923.468922 = -940116.080962
  nChanged 23
		SP:Iteration 19Q (11617.650000 sec): 3 clusters
  Score: Raw -943067.575748 + Penalty 2923.468922 = -940144.106826
  nChanged 16
		SP:Iteration 20F (11617.670000 sec): 3 clusters
  Score: Raw -943090.277122 + Penalty 2923.468922 = -940166.808200
  nChanged 15
		SP:Iteration 21Q (11617.680000 sec): 3 clusters
  Score: Raw -943109.178357 + Penalty 2923.468922 = -940185.709435
  nChanged 12
		SP:Iteration 22Q (11617.700000 sec): 3 clusters
  Score: Raw -943123.380103 + Penalty 2923.468922 = -940199.911181
  nChanged 8
		SP:Iteration 23Q (11617.720000 sec): 3 clusters
  Score: Raw -943130.633021 + Penalty 2923.468922 = -940207.164099
  nChanged 5
		SP:Iteration 24Q (11617.730000 sec): 3 clusters
  Score: Raw -943137.140458 + Penalty 2923.468922 = -940213.671536
  nChanged 4
		SP:Iteration 25Q (11617.740000 sec): 3 clusters
  Score: Raw -943142.249702 + Penalty 2923.468922 = -940218.780780
  nChanged 2
		SP:Iteration 26Q (11617.760000 sec): 3 clusters
  Score: Raw -943144.008715 + Penalty 2923.468922 = -940220.539793
  nChanged 2
		SP:Iteration 27Q (11617.770000 sec): 3 clusters
  Score: Raw -943145.203632 + Penalty 2923.468922 = -940221.734710
  nChanged 1
		SP:Iteration 28Q (11617.790000 sec): 3 clusters
  Score: Raw -943146.472308 + Penalty 2923.468922 = -940223.003386
  nChanged 1
		SP:Iteration 29Q (11617.800000 sec): 3 clusters
  Score: Raw -943148.393863 + Penalty 2923.468922 = -940224.924941
  nChanged 0
		SP:Iteration 30F (11617.820000 sec): 3 clusters
  Score: Raw -943148.393863 + Penalty 2923.468922 = -940224.924941
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11617.850000 sec): 2 clusters
  Score: Raw -1139071.971784 + Penalty 1490.688696 = -1137581.283088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11617.880000 sec): 3 clusters
  Score: Raw -1133656.969063 + Penalty 2981.377392 = -1130675.591671
  nChanged 4158
		SP:Iteration 1F (11617.900000 sec): 3 clusters
  Score: Raw -1135809.300013 + Penalty 2981.377392 = -1132827.922622
  nChanged 537
		SP:Iteration 2F (11617.920000 sec): 3 clusters
  Score: Raw -1136033.712610 + Penalty 2981.377392 = -1133052.335218
  nChanged 457
		SP:Iteration 3Q (11617.950000 sec): 3 clusters
  Score: Raw -1136210.207765 + Penalty 2981.377392 = -1133228.830373
  nChanged 387
		SP:Iteration 4Q (11617.970000 sec): 3 clusters
  Score: Raw -1136353.077465 + Penalty 2981.377392 = -1133371.700073
  nChanged 338
		SP:Iteration 5Q (11618.000000 sec): 3 clusters
  Score: Raw -1136479.198379 + Penalty 2981.377392 = -1133497.820988
  nChanged 321
		SP:Iteration 6Q (11618.020000 sec): 3 clusters
  Score: Raw -1136615.930961 + Penalty 2981.377392 = -1133634.553570
  nChanged 322
		SP:Iteration 7Q (11618.040000 sec): 3 clusters
  Score: Raw -1136775.123225 + Penalty 2981.377392 = -1133793.745834
  nChanged 341
		SP:Iteration 8Q (11618.070000 sec): 3 clusters
  Score: Raw -1136976.767096 + Penalty 2981.377392 = -1133995.389705
  nChanged 376
		SP:Iteration 9Q (11618.090000 sec): 3 clusters
  Score: Raw -1137194.571021 + Penalty 2981.377392 = -1134213.193630
  nChanged 419
		SP:Iteration 10Q (11618.120000 sec): 3 clusters
  Score: Raw -1137423.115455 + Penalty 2981.377392 = -1134441.738063
  nChanged 386
		SP:Iteration 11Q (11618.140000 sec): 3 clusters
  Score: Raw -1137648.489290 + Penalty 2981.377392 = -1134667.111898
  nChanged 406
		SP:Iteration 12Q (11618.160000 sec): 3 clusters
  Score: Raw -1137845.680398 + Penalty 2981.377392 = -1134864.303006
  nChanged 341
		SP:Iteration 13Q (11618.190000 sec): 3 clusters
  Score: Raw -1138005.927276 + Penalty 2981.377392 = -1135024.549885
  nChanged 280
		SP:Iteration 14Q (11618.210000 sec): 3 clusters
  Score: Raw -1138129.038656 + Penalty 2981.377392 = -1135147.661265
  nChanged 242
		SP:Iteration 15Q (11618.240000 sec): 3 clusters
  Score: Raw -1138250.893254 + Penalty 2981.377392 = -1135269.515862
  nChanged 222
		SP:Iteration 16Q (11618.260000 sec): 3 clusters
  Score: Raw -1138362.405572 + Penalty 2981.377392 = -1135381.028181
  nChanged 207
		SP:Iteration 17Q (11618.280000 sec): 3 clusters
  Score: Raw -1138449.123579 + Penalty 2981.377392 = -1135467.746188
  nChanged 158
		SP:Iteration 18Q (11618.310000 sec): 3 clusters
  Score: Raw -1138514.408219 + Penalty 2981.377392 = -1135533.030827
  nChanged 148
		SP:Iteration 19Q (11618.330000 sec): 3 clusters
  Score: Raw -1138573.468510 + Penalty 2981.377392 = -1135592.091118
  nChanged 110
		SP:Iteration 20F (11618.360000 sec): 3 clusters
  Score: Raw -1138611.538048 + Penalty 2981.377392 = -1135630.160657
  nChanged 112
		SP:Iteration 21Q (11618.380000 sec): 3 clusters
  Score: Raw -1138645.560505 + Penalty 2981.377392 = -1135664.183113
  nChanged 85
		SP:Iteration 22Q (11618.400000 sec): 3 clusters
  Score: Raw -1138667.585962 + Penalty 2981.377392 = -1135686.208570
  nChanged 89
		SP:Iteration 23Q (11618.420000 sec): 3 clusters
  Score: Raw -1138692.401209 + Penalty 2981.377392 = -1135711.023817
  nChanged 85
		SP:Iteration 24Q (11618.450000 sec): 3 clusters
  Score: Raw -1138714.159833 + Penalty 2981.377392 = -1135732.782441
  nChanged 79
		SP:Iteration 25Q (11618.470000 sec): 3 clusters
  Score: Raw -1138732.522058 + Penalty 2981.377392 = -1135751.144666
  nChanged 79
		SP:Iteration 26Q (11618.490000 sec): 3 clusters
  Score: Raw -1138753.742374 + Penalty 2981.377392 = -1135772.364983
  nChanged 100
		SP:Iteration 27Q (11618.520000 sec): 3 clusters
  Score: Raw -1138783.977201 + Penalty 2981.377392 = -1135802.599809
  nChanged 96
		SP:Iteration 28Q (11618.540000 sec): 3 clusters
  Score: Raw -1138816.277798 + Penalty 2981.377392 = -1135834.900407
  nChanged 100
		SP:Iteration 29Q (11618.560000 sec): 3 clusters
  Score: Raw -1138850.444763 + Penalty 2981.377392 = -1135869.067371
  nChanged 106
		SP:Iteration 30Q (11618.580000 sec): 3 clusters
  Score: Raw -1138881.540320 + Penalty 2981.377392 = -1135900.162929
  nChanged 90
		SP:Iteration 31Q (11618.600000 sec): 3 clusters
  Score: Raw -1138904.263375 + Penalty 2981.377392 = -1135922.885984
  nChanged 79
		SP:Iteration 32Q (11618.620000 sec): 3 clusters
  Score: Raw -1138928.321217 + Penalty 2981.377392 = -1135946.943826
  nChanged 81
		SP:Iteration 33Q (11618.650000 sec): 3 clusters
  Score: Raw -1138954.332926 + Penalty 2981.377392 = -1135972.955535
  nChanged 87
		SP:Iteration 34Q (11618.670000 sec): 3 clusters
  Score: Raw -1138980.931597 + Penalty 2981.377392 = -1135999.554206
  nChanged 83
		SP:Iteration 35Q (11618.690000 sec): 3 clusters
  Score: Raw -1139012.696815 + Penalty 2981.377392 = -1136031.319424
  nChanged 91
		SP:Iteration 36Q (11618.710000 sec): 3 clusters
  Score: Raw -1139047.979545 + Penalty 2981.377392 = -1136066.602154
  nChanged 85
		SP:Iteration 37Q (11618.730000 sec): 3 clusters
  Score: Raw -1139080.892686 + Penalty 2981.377392 = -1136099.515294
  nChanged 82
		SP:Iteration 38Q (11618.760000 sec): 3 clusters
  Score: Raw -1139112.477123 + Penalty 2981.377392 = -1136131.099731
  nChanged 84
		SP:Iteration 39Q (11618.780000 sec): 3 clusters
  Score: Raw -1139144.308629 + Penalty 2981.377392 = -1136162.931237
  nChanged 73
		SP:Iteration 40F (11618.800000 sec): 3 clusters
  Score: Raw -1139169.202080 + Penalty 2981.377392 = -1136187.824688
  nChanged 67
		SP:Iteration 41Q (11618.820000 sec): 3 clusters
  Score: Raw -1139190.933613 + Penalty 2981.377392 = -1136209.556221
  nChanged 51
		SP:Iteration 42Q (11618.840000 sec): 3 clusters
  Score: Raw -1139208.079417 + Penalty 2981.377392 = -1136226.702025
  nChanged 58
		SP:Iteration 43Q (11618.860000 sec): 3 clusters
  Score: Raw -1139231.665714 + Penalty 2981.377392 = -1136250.288322
  nChanged 56
		SP:Iteration 44Q (11618.880000 sec): 3 clusters
  Score: Raw -1139253.492476 + Penalty 2981.377392 = -1136272.115084
  nChanged 49
		SP:Iteration 45Q (11618.910000 sec): 3 clusters
  Score: Raw -1139274.320650 + Penalty 2981.377392 = -1136292.943258
  nChanged 45
		SP:Iteration 46Q (11618.930000 sec): 3 clusters
  Score: Raw -1139291.996253 + Penalty 2981.377392 = -1136310.618862
  nChanged 45
		SP:Iteration 47Q (11618.950000 sec): 3 clusters
  Score: Raw -1139308.617170 + Penalty 2981.377392 = -1136327.239779
  nChanged 34
		SP:Iteration 48Q (11618.970000 sec): 3 clusters
  Score: Raw -1139322.056379 + Penalty 2981.377392 = -1136340.678987
  nChanged 35
		SP:Iteration 49Q (11618.990000 sec): 3 clusters
  Score: Raw -1139334.788295 + Penalty 2981.377392 = -1136353.410903
  nChanged 28
		SP:Iteration 50Q (11619.010000 sec): 3 clusters
  Score: Raw -1139346.961845 + Penalty 2981.377392 = -1136365.584454
  nChanged 41
		SP:Iteration 51Q (11619.030000 sec): 3 clusters
  Score: Raw -1139362.653276 + Penalty 2981.377392 = -1136381.275884
  nChanged 36
		SP:Iteration 52Q (11619.050000 sec): 3 clusters
  Score: Raw -1139375.046097 + Penalty 2981.377392 = -1136393.668705
  nChanged 26
		SP:Iteration 53Q (11619.070000 sec): 3 clusters
  Score: Raw -1139386.473856 + Penalty 2981.377392 = -1136405.096465
  nChanged 33
		SP:Iteration 54Q (11619.090000 sec): 3 clusters
  Score: Raw -1139398.028234 + Penalty 2981.377392 = -1136416.650843
  nChanged 22
		SP:Iteration 55Q (11619.110000 sec): 3 clusters
  Score: Raw -1139405.689600 + Penalty 2981.377392 = -1136424.312208
  nChanged 19
		SP:Iteration 56Q (11619.130000 sec): 3 clusters
  Score: Raw -1139413.040895 + Penalty 2981.377392 = -1136431.663504
  nChanged 19
		SP:Iteration 57Q (11619.150000 sec): 3 clusters
  Score: Raw -1139420.956821 + Penalty 2981.377392 = -1136439.579430
  nChanged 20
		SP:Iteration 58Q (11619.170000 sec): 3 clusters
  Score: Raw -1139427.609568 + Penalty 2981.377392 = -1136446.232176
  nChanged 18
		SP:Iteration 59Q (11619.190000 sec): 3 clusters
  Score: Raw -1139434.221074 + Penalty 2981.377392 = -1136452.843683
  nChanged 10
		SP:Iteration 60F (11619.220000 sec): 3 clusters
  Score: Raw -1139437.482524 + Penalty 2981.377392 = -1136456.105133
  nChanged 9
		SP:Iteration 61Q (11619.240000 sec): 3 clusters
  Score: Raw -1139441.109323 + Penalty 2981.377392 = -1136459.731931
  nChanged 10
		SP:Iteration 62Q (11619.260000 sec): 3 clusters
  Score: Raw -1139447.650567 + Penalty 2981.377392 = -1136466.273176
  nChanged 15
		SP:Iteration 63Q (11619.280000 sec): 3 clusters
  Score: Raw -1139456.659847 + Penalty 2981.377392 = -1136475.282455
  nChanged 18
		SP:Iteration 64Q (11619.290000 sec): 3 clusters
  Score: Raw -1139466.115894 + Penalty 2981.377392 = -1136484.738503
  nChanged 24
		SP:Iteration 65Q (11619.310000 sec): 3 clusters
  Score: Raw -1139483.793223 + Penalty 2981.377392 = -1136502.415832
  nChanged 29
		SP:Iteration 66Q (11619.330000 sec): 3 clusters
  Score: Raw -1139502.553642 + Penalty 2981.377392 = -1136521.176251
  nChanged 18
		SP:Iteration 67Q (11619.350000 sec): 3 clusters
  Score: Raw -1139512.408105 + Penalty 2981.377392 = -1136531.030714
  nChanged 21
		SP:Iteration 68Q (11619.370000 sec): 3 clusters
  Score: Raw -1139524.290094 + Penalty 2981.377392 = -1136542.912702
  nChanged 17
		SP:Iteration 69Q (11619.390000 sec): 3 clusters
  Score: Raw -1139535.443181 + Penalty 2981.377392 = -1136554.065790
  nChanged 18
		SP:Iteration 70Q (11619.410000 sec): 3 clusters
  Score: Raw -1139547.462176 + Penalty 2981.377392 = -1136566.084785
  nChanged 16
		SP:Iteration 71Q (11619.430000 sec): 3 clusters
  Score: Raw -1139554.459243 + Penalty 2981.377392 = -1136573.081852
  nChanged 16
		SP:Iteration 72Q (11619.440000 sec): 3 clusters
  Score: Raw -1139564.813128 + Penalty 2981.377392 = -1136583.435736
  nChanged 12
		SP:Iteration 73Q (11619.460000 sec): 3 clusters
  Score: Raw -1139573.089282 + Penalty 2981.377392 = -1136591.711891
  nChanged 13
		SP:Iteration 74Q (11619.480000 sec): 3 clusters
  Score: Raw -1139580.845037 + Penalty 2981.377392 = -1136599.467646
  nChanged 21
		SP:Iteration 75Q (11619.500000 sec): 3 clusters
  Score: Raw -1139594.094367 + Penalty 2981.377392 = -1136612.716976
  nChanged 14
		SP:Iteration 76Q (11619.520000 sec): 3 clusters
  Score: Raw -1139601.914682 + Penalty 2981.377392 = -1136620.537290
  nChanged 11
		SP:Iteration 77Q (11619.540000 sec): 3 clusters
  Score: Raw -1139606.462833 + Penalty 2981.377392 = -1136625.085442
  nChanged 5
		SP:Iteration 78Q (11619.560000 sec): 3 clusters
  Score: Raw -1139608.487933 + Penalty 2981.377392 = -1136627.110541
  nChanged 3
		SP:Iteration 79Q (11619.570000 sec): 3 clusters
  Score: Raw -1139610.097764 + Penalty 2981.377392 = -1136628.720372
  nChanged 6
		SP:Iteration 80F (11619.600000 sec): 3 clusters
  Score: Raw -1139613.611522 + Penalty 2981.377392 = -1136632.234131
  nChanged 4
		SP:Iteration 81Q (11619.610000 sec): 3 clusters
  Score: Raw -1139616.193542 + Penalty 2981.377392 = -1136634.816151
  nChanged 9
		SP:Iteration 82Q (11619.630000 sec): 3 clusters
  Score: Raw -1139621.809390 + Penalty 2981.377392 = -1136640.431998
  nChanged 10
		SP:Iteration 83Q (11619.650000 sec): 3 clusters
  Score: Raw -1139627.442217 + Penalty 2981.377392 = -1136646.064825
  nChanged 9
		SP:Iteration 84Q (11619.670000 sec): 3 clusters
  Score: Raw -1139634.384627 + Penalty 2981.377392 = -1136653.007235
  nChanged 9
		SP:Iteration 85Q (11619.680000 sec): 3 clusters
  Score: Raw -1139640.531729 + Penalty 2981.377392 = -1136659.154337
  nChanged 6
		SP:Iteration 86Q (11619.700000 sec): 3 clusters
  Score: Raw -1139644.294691 + Penalty 2981.377392 = -1136662.917300
  nChanged 7
		SP:Iteration 87Q (11619.720000 sec): 3 clusters
  Score: Raw -1139647.773579 + Penalty 2981.377392 = -1136666.396187
  nChanged 3
		SP:Iteration 88Q (11619.740000 sec): 3 clusters
  Score: Raw -1139649.548470 + Penalty 2981.377392 = -1136668.171078
  nChanged 5
		SP:Iteration 89Q (11619.750000 sec): 3 clusters
  Score: Raw -1139653.004054 + Penalty 2981.377392 = -1136671.626662
  nChanged 3
		SP:Iteration 90Q (11619.770000 sec): 3 clusters
  Score: Raw -1139654.293889 + Penalty 2981.377392 = -1136672.916498
  nChanged 2
		SP:Iteration 91Q (11619.790000 sec): 3 clusters
  Score: Raw -1139655.435522 + Penalty 2981.377392 = -1136674.058130
  nChanged 4
		SP:Iteration 92Q (11619.800000 sec): 3 clusters
  Score: Raw -1139657.865440 + Penalty 2981.377392 = -1136676.488048
  nChanged 6
		SP:Iteration 93Q (11619.820000 sec): 3 clusters
  Score: Raw -1139660.344309 + Penalty 2981.377392 = -1136678.966918
  nChanged 6
		SP:Iteration 94Q (11619.840000 sec): 3 clusters
  Score: Raw -1139663.751289 + Penalty 2981.377392 = -1136682.373897
  nChanged 3
		SP:Iteration 95Q (11619.860000 sec): 3 clusters
  Score: Raw -1139665.037752 + Penalty 2981.377392 = -1136683.660360
  nChanged 3
		SP:Iteration 96Q (11619.880000 sec): 3 clusters
  Score: Raw -1139666.115184 + Penalty 2981.377392 = -1136684.737792
  nChanged 1
		SP:Iteration 97Q (11619.890000 sec): 3 clusters
  Score: Raw -1139666.297217 + Penalty 2981.377392 = -1136684.919826
  nChanged 1
		SP:Iteration 98Q (11619.910000 sec): 3 clusters
  Score: Raw -1139666.634333 + Penalty 2981.377392 = -1136685.256942
  nChanged 1
		SP:Iteration 99Q (11619.930000 sec): 3 clusters
  Score: Raw -1139666.896174 + Penalty 2981.377392 = -1136685.518783
  nChanged 0
		SP:Iteration 100F (11619.950000 sec): 3 clusters
  Score: Raw -1139666.896174 + Penalty 2981.377392 = -1136685.518783
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11619.970000 sec): 2 clusters
  Score: Raw -799778.813721 + Penalty 1436.782332 = -798342.031388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11619.990000 sec): 3 clusters
  Score: Raw -796073.655054 + Penalty 2873.564664 = -793200.090390
  nChanged 2919
		SP:Iteration 1F (11620.010000 sec): 3 clusters
  Score: Raw -797718.063475 + Penalty 2873.564664 = -794844.498810
  nChanged 487
		SP:Iteration 2F (11620.020000 sec): 3 clusters
  Score: Raw -797998.309135 + Penalty 2873.564664 = -795124.744471
  nChanged 411
		SP:Iteration 3F (11620.040000 sec): 3 clusters
  Score: Raw -798246.723785 + Penalty 2873.564664 = -795373.159121
  nChanged 383
		SP:Iteration 4F (11620.060000 sec): 3 clusters
  Score: Raw -798505.382607 + Penalty 2873.564664 = -795631.817942
  nChanged 366
		SP:Iteration 5F (11620.080000 sec): 3 clusters
  Score: Raw -798778.100405 + Penalty 2873.564664 = -795904.535741
  nChanged 349
		SP:Iteration 6F (11620.090000 sec): 3 clusters
  Score: Raw -799054.987215 + Penalty 2873.564664 = -796181.422551
  nChanged 331
		SP:Iteration 7Q (11620.110000 sec): 3 clusters
  Score: Raw -799318.865079 + Penalty 2873.564664 = -796445.300415
  nChanged 283
		SP:Iteration 8Q (11620.130000 sec): 3 clusters
  Score: Raw -799524.764436 + Penalty 2873.564664 = -796651.199772
  nChanged 227
		SP:Iteration 9Q (11620.140000 sec): 3 clusters
  Score: Raw -799678.306221 + Penalty 2873.564664 = -796804.741557
  nChanged 166
		SP:Iteration 10Q (11620.160000 sec): 3 clusters
  Score: Raw -799755.955369 + Penalty 2873.564664 = -796882.390705
  nChanged 105
		SP:Iteration 11Q (11620.180000 sec): 3 clusters
  Score: Raw -799802.754406 + Penalty 2873.564664 = -796929.189742
  nChanged 92
		SP:Iteration 12Q (11620.190000 sec): 3 clusters
  Score: Raw -799837.227918 + Penalty 2873.564664 = -796963.663254
  nChanged 79
		SP:Iteration 13Q (11620.210000 sec): 3 clusters
  Score: Raw -799870.036039 + Penalty 2873.564664 = -796996.471375
  nChanged 82
		SP:Iteration 14Q (11620.220000 sec): 3 clusters
  Score: Raw -799900.922365 + Penalty 2873.564664 = -797027.357700
  nChanged 66
		SP:Iteration 15Q (11620.240000 sec): 3 clusters
  Score: Raw -799923.820256 + Penalty 2873.564664 = -797050.255592
  nChanged 55
		SP:Iteration 16Q (11620.260000 sec): 3 clusters
  Score: Raw -799942.883825 + Penalty 2873.564664 = -797069.319160
  nChanged 46
		SP:Iteration 17Q (11620.270000 sec): 3 clusters
  Score: Raw -799954.991377 + Penalty 2873.564664 = -797081.426713
  nChanged 33
		SP:Iteration 18Q (11620.290000 sec): 3 clusters
  Score: Raw -799963.417226 + Penalty 2873.564664 = -797089.852562
  nChanged 26
		SP:Iteration 19Q (11620.300000 sec): 3 clusters
  Score: Raw -799969.695556 + Penalty 2873.564664 = -797096.130892
  nChanged 27
		SP:Iteration 20F (11620.320000 sec): 3 clusters
  Score: Raw -799976.174278 + Penalty 2873.564664 = -797102.609613
  nChanged 23
		SP:Iteration 21Q (11620.340000 sec): 3 clusters
  Score: Raw -799981.329534 + Penalty 2873.564664 = -797107.764870
  nChanged 13
		SP:Iteration 22Q (11620.350000 sec): 3 clusters
  Score: Raw -799983.609646 + Penalty 2873.564664 = -797110.044982
  nChanged 8
		SP:Iteration 23Q (11620.370000 sec): 3 clusters
  Score: Raw -799984.902056 + Penalty 2873.564664 = -797111.337392
  nChanged 3
		SP:Iteration 24Q (11620.380000 sec): 3 clusters
  Score: Raw -799985.368206 + Penalty 2873.564664 = -797111.803541
  nChanged 3
		SP:Iteration 25Q (11620.400000 sec): 3 clusters
  Score: Raw -799985.808303 + Penalty 2873.564664 = -797112.243639
  nChanged 3
		SP:Iteration 26Q (11620.410000 sec): 3 clusters
  Score: Raw -799986.229087 + Penalty 2873.564664 = -797112.664422
  nChanged 3
		SP:Iteration 27Q (11620.430000 sec): 3 clusters
  Score: Raw -799986.408688 + Penalty 2873.564664 = -797112.844024
  nChanged 2
		SP:Iteration 28Q (11620.440000 sec): 3 clusters
  Score: Raw -799986.719433 + Penalty 2873.564664 = -797113.154769
  nChanged 3
		SP:Iteration 29Q (11620.460000 sec): 3 clusters
  Score: Raw -799987.002039 + Penalty 2873.564664 = -797113.437375
  nChanged 1
		SP:Iteration 30Q (11620.480000 sec): 3 clusters
  Score: Raw -799987.067978 + Penalty 2873.564664 = -797113.503314
  nChanged 0
		SP:Iteration 31F (11620.490000 sec): 3 clusters
  Score: Raw -799987.067978 + Penalty 2873.564664 = -797113.503314
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11620.500000 sec): 2 clusters
  Score: Raw -25182.953544 + Penalty 910.942836 = -24272.010708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11620.500000 sec): 3 clusters
  Score: Raw -25396.397987 + Penalty 1821.885672 = -23574.512316
  nChanged 65
		SP:Iteration 1F (11620.500000 sec): 3 clusters
  Score: Raw -25557.166256 + Penalty 1821.885672 = -23735.280585
  nChanged 26
		SP:Iteration 2F (11620.500000 sec): 3 clusters
  Score: Raw -25639.126664 + Penalty 1821.885672 = -23817.240992
  nChanged 13
		SP:Iteration 3Q (11620.500000 sec): 3 clusters
  Score: Raw -25686.800502 + Penalty 1821.885672 = -23864.914830
  nChanged 5
		SP:Iteration 4Q (11620.500000 sec): 3 clusters
  Score: Raw -25719.826832 + Penalty 1821.885672 = -23897.941160
  nChanged 4
		SP:Iteration 5Q (11620.500000 sec): 3 clusters
  Score: Raw -25786.221916 + Penalty 1821.885672 = -23964.336245
  nChanged 0
		SP:Iteration 6F (11620.500000 sec): 3 clusters
  Score: Raw -25786.221916 + Penalty 1821.885672 = -23964.336245
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (12382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11620.540000 sec): 2 clusters
  Score: Raw -1466990.105911 + Penalty 1531.399851 = -1465458.706060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11620.580000 sec): 3 clusters
  Score: Raw -1459776.187566 + Penalty 3062.799702 = -1456713.387863
  nChanged 5452
		SP:Iteration 1F (11620.610000 sec): 3 clusters
  Score: Raw -1462860.998217 + Penalty 3062.799702 = -1459798.198515
  nChanged 752
		SP:Iteration 2F (11620.640000 sec): 3 clusters
  Score: Raw -1463173.170209 + Penalty 3062.799702 = -1460110.370506
  nChanged 691
		SP:Iteration 3F (11620.670000 sec): 3 clusters
  Score: Raw -1463488.215496 + Penalty 3062.799702 = -1460425.415794
  nChanged 654
		SP:Iteration 4F (11620.700000 sec): 3 clusters
  Score: Raw -1463796.744915 + Penalty 3062.799702 = -1460733.945212
  nChanged 614
		SP:Iteration 5Q (11620.730000 sec): 3 clusters
  Score: Raw -1464097.270105 + Penalty 3062.799702 = -1461034.470403
  nChanged 617
		SP:Iteration 6Q (11620.760000 sec): 3 clusters
  Score: Raw -1464422.972716 + Penalty 3062.799702 = -1461360.173014
  nChanged 646
		SP:Iteration 7F (11620.800000 sec): 3 clusters
  Score: Raw -1464805.461441 + Penalty 3062.799702 = -1461742.661738
  nChanged 645
		SP:Iteration 8F (11620.830000 sec): 3 clusters
  Score: Raw -1465211.393234 + Penalty 3062.799702 = -1462148.593532
  nChanged 560
		SP:Iteration 9Q (11620.860000 sec): 3 clusters
  Score: Raw -1465587.148958 + Penalty 3062.799702 = -1462524.349255
  nChanged 474
		SP:Iteration 10Q (11620.890000 sec): 3 clusters
  Score: Raw -1465925.356307 + Penalty 3062.799702 = -1462862.556605
  nChanged 414
		SP:Iteration 11Q (11620.920000 sec): 3 clusters
  Score: Raw -1466247.963092 + Penalty 3062.799702 = -1463185.163389
  nChanged 323
		SP:Iteration 12Q (11620.950000 sec): 3 clusters
  Score: Raw -1466510.041016 + Penalty 3062.799702 = -1463447.241314
  nChanged 251
		SP:Iteration 13Q (11620.980000 sec): 3 clusters
  Score: Raw -1466703.807981 + Penalty 3062.799702 = -1463641.008279
  nChanged 183
		SP:Iteration 14Q (11621.010000 sec): 3 clusters
  Score: Raw -1466832.976578 + Penalty 3062.799702 = -1463770.176876
  nChanged 128
		SP:Iteration 15Q (11621.040000 sec): 3 clusters
  Score: Raw -1466925.992644 + Penalty 3062.799702 = -1463863.192941
  nChanged 105
		SP:Iteration 16Q (11621.060000 sec): 3 clusters
  Score: Raw -1466997.051917 + Penalty 3062.799702 = -1463934.252215
  nChanged 70
		SP:Iteration 17Q (11621.090000 sec): 3 clusters
  Score: Raw -1467038.413455 + Penalty 3062.799702 = -1463975.613753
  nChanged 63
		SP:Iteration 18Q (11621.110000 sec): 3 clusters
  Score: Raw -1467075.778752 + Penalty 3062.799702 = -1464012.979050
  nChanged 58
		SP:Iteration 19Q (11621.140000 sec): 3 clusters
  Score: Raw -1467109.902041 + Penalty 3062.799702 = -1464047.102339
  nChanged 47
		SP:Iteration 20F (11621.170000 sec): 3 clusters
  Score: Raw -1467135.082763 + Penalty 3062.799702 = -1464072.283061
  nChanged 37
		SP:Iteration 21Q (11621.190000 sec): 3 clusters
  Score: Raw -1467157.518239 + Penalty 3062.799702 = -1464094.718536
  nChanged 32
		SP:Iteration 22Q (11621.220000 sec): 3 clusters
  Score: Raw -1467177.420643 + Penalty 3062.799702 = -1464114.620941
  nChanged 27
		SP:Iteration 23Q (11621.240000 sec): 3 clusters
  Score: Raw -1467194.507285 + Penalty 3062.799702 = -1464131.707583
  nChanged 18
		SP:Iteration 24Q (11621.270000 sec): 3 clusters
  Score: Raw -1467204.399392 + Penalty 3062.799702 = -1464141.599689
  nChanged 13
		SP:Iteration 25Q (11621.290000 sec): 3 clusters
  Score: Raw -1467210.126760 + Penalty 3062.799702 = -1464147.327057
  nChanged 9
		SP:Iteration 26Q (11621.310000 sec): 3 clusters
  Score: Raw -1467212.887253 + Penalty 3062.799702 = -1464150.087551
  nChanged 3
		SP:Iteration 27Q (11621.340000 sec): 3 clusters
  Score: Raw -1467214.306170 + Penalty 3062.799702 = -1464151.506467
  nChanged 4
		SP:Iteration 28Q (11621.360000 sec): 3 clusters
  Score: Raw -1467216.080318 + Penalty 3062.799702 = -1464153.280616
  nChanged 4
		SP:Iteration 29Q (11621.380000 sec): 3 clusters
  Score: Raw -1467217.907708 + Penalty 3062.799702 = -1464155.108006
  nChanged 1
		SP:Iteration 30Q (11621.410000 sec): 3 clusters
  Score: Raw -1467218.263572 + Penalty 3062.799702 = -1464155.463869
  nChanged 0
		SP:Iteration 31F (11621.440000 sec): 3 clusters
  Score: Raw -1467218.263572 + Penalty 3062.799702 = -1464155.463869
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (7701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11621.460000 sec): 2 clusters
  Score: Raw -844880.469415 + Penalty 1454.229639 = -843426.239776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11621.480000 sec): 3 clusters
  Score: Raw -840610.648342 + Penalty 2908.459278 = -837702.189065
  nChanged 3255
		SP:Iteration 1F (11621.500000 sec): 3 clusters
  Score: Raw -842772.377773 + Penalty 2908.459278 = -839863.918495
  nChanged 776
		SP:Iteration 2F (11621.520000 sec): 3 clusters
  Score: Raw -843581.877354 + Penalty 2908.459278 = -840673.418077
  nChanged 739
		SP:Iteration 3F (11621.540000 sec): 3 clusters
  Score: Raw -844423.115939 + Penalty 2908.459278 = -841514.656661
  nChanged 625
		SP:Iteration 4F (11621.560000 sec): 3 clusters
  Score: Raw -845045.192293 + Penalty 2908.459278 = -842136.733015
  nChanged 534
		SP:Iteration 5F (11621.580000 sec): 3 clusters
  Score: Raw -845522.016412 + Penalty 2908.459278 = -842613.557134
  nChanged 427
		SP:Iteration 6F (11621.600000 sec): 3 clusters
  Score: Raw -845907.741118 + Penalty 2908.459278 = -842999.281840
  nChanged 376
		SP:Iteration 7Q (11621.620000 sec): 3 clusters
  Score: Raw -846270.150489 + Penalty 2908.459278 = -843361.691212
  nChanged 309
		SP:Iteration 8Q (11621.640000 sec): 3 clusters
  Score: Raw -846567.221326 + Penalty 2908.459278 = -843658.762049
  nChanged 238
		SP:Iteration 9Q (11621.650000 sec): 3 clusters
  Score: Raw -846750.685653 + Penalty 2908.459278 = -843842.226375
  nChanged 175
		SP:Iteration 10Q (11621.670000 sec): 3 clusters
  Score: Raw -846843.034892 + Penalty 2908.459278 = -843934.575614
  nChanged 113
		SP:Iteration 11Q (11621.680000 sec): 3 clusters
  Score: Raw -846893.618408 + Penalty 2908.459278 = -843985.159130
  nChanged 85
		SP:Iteration 12Q (11621.700000 sec): 3 clusters
  Score: Raw -846926.717573 + Penalty 2908.459278 = -844018.258296
  nChanged 64
		SP:Iteration 13Q (11621.720000 sec): 3 clusters
  Score: Raw -846947.338218 + Penalty 2908.459278 = -844038.878940
  nChanged 47
		SP:Iteration 14Q (11621.740000 sec): 3 clusters
  Score: Raw -846961.488433 + Penalty 2908.459278 = -844053.029155
  nChanged 42
		SP:Iteration 15Q (11621.750000 sec): 3 clusters
  Score: Raw -846974.003756 + Penalty 2908.459278 = -844065.544478
  nChanged 37
		SP:Iteration 16Q (11621.770000 sec): 3 clusters
  Score: Raw -846983.376070 + Penalty 2908.459278 = -844074.916792
  nChanged 36
		SP:Iteration 17Q (11621.780000 sec): 3 clusters
  Score: Raw -846992.924095 + Penalty 2908.459278 = -844084.464818
  nChanged 36
		SP:Iteration 18Q (11621.800000 sec): 3 clusters
  Score: Raw -847002.258985 + Penalty 2908.459278 = -844093.799707
  nChanged 30
		SP:Iteration 19Q (11621.820000 sec): 3 clusters
  Score: Raw -847008.349140 + Penalty 2908.459278 = -844099.889862
  nChanged 17
		SP:Iteration 20F (11621.840000 sec): 3 clusters
  Score: Raw -847011.292119 + Penalty 2908.459278 = -844102.832842
  nChanged 10
		SP:Iteration 21Q (11621.860000 sec): 3 clusters
  Score: Raw -847012.972847 + Penalty 2908.459278 = -844104.513569
  nChanged 16
		SP:Iteration 22Q (11621.870000 sec): 3 clusters
  Score: Raw -847015.605319 + Penalty 2908.459278 = -844107.146042
  nChanged 14
		SP:Iteration 23Q (11621.890000 sec): 3 clusters
  Score: Raw -847016.887634 + Penalty 2908.459278 = -844108.428357
  nChanged 6
		SP:Iteration 24Q (11621.900000 sec): 3 clusters
  Score: Raw -847017.486252 + Penalty 2908.459278 = -844109.026974
  nChanged 8
		SP:Iteration 25Q (11621.920000 sec): 3 clusters
  Score: Raw -847019.312431 + Penalty 2908.459278 = -844110.853154
  nChanged 4
		SP:Iteration 26Q (11621.940000 sec): 3 clusters
  Score: Raw -847020.077128 + Penalty 2908.459278 = -844111.617851
  nChanged 5
		SP:Iteration 27Q (11621.960000 sec): 3 clusters
  Score: Raw -847020.855953 + Penalty 2908.459278 = -844112.396675
  nChanged 4
		SP:Iteration 28Q (11621.970000 sec): 3 clusters
  Score: Raw -847021.363376 + Penalty 2908.459278 = -844112.904098
  nChanged 2
		SP:Iteration 29Q (11621.990000 sec): 3 clusters
  Score: Raw -847021.567898 + Penalty 2908.459278 = -844113.108621
  nChanged 1
		SP:Iteration 30Q (11622.000000 sec): 3 clusters
  Score: Raw -847021.661875 + Penalty 2908.459278 = -844113.202598
  nChanged 0
		SP:Iteration 31F (11622.020000 sec): 3 clusters
  Score: Raw -847021.661875 + Penalty 2908.459278 = -844113.202598
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11622.040000 sec): 2 clusters
  Score: Raw -326829.420584 + Penalty 1302.544362 = -325526.876222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11622.050000 sec): 3 clusters
  Score: Raw -325487.879637 + Penalty 2605.088725 = -322882.790912
  nChanged 1114
		SP:Iteration 1F (11622.060000 sec): 3 clusters
  Score: Raw -326143.444540 + Penalty 2605.088725 = -323538.355816
  nChanged 253
		SP:Iteration 2F (11622.070000 sec): 3 clusters
  Score: Raw -326354.536802 + Penalty 2605.088725 = -323749.448077
  nChanged 199
		SP:Iteration 3F (11622.080000 sec): 3 clusters
  Score: Raw -326515.250710 + Penalty 2605.088725 = -323910.161986
  nChanged 155
		SP:Iteration 4F (11622.080000 sec): 3 clusters
  Score: Raw -326638.004113 + Penalty 2605.088725 = -324032.915388
  nChanged 140
		SP:Iteration 5Q (11622.090000 sec): 3 clusters
  Score: Raw -326758.241288 + Penalty 2605.088725 = -324153.152564
  nChanged 134
		SP:Iteration 6Q (11622.100000 sec): 3 clusters
  Score: Raw -326900.804666 + Penalty 2605.088725 = -324295.715941
  nChanged 128
		SP:Iteration 7Q (11622.100000 sec): 3 clusters
  Score: Raw -327037.377707 + Penalty 2605.088725 = -324432.288983
  nChanged 120
		SP:Iteration 8Q (11622.110000 sec): 3 clusters
  Score: Raw -327181.793735 + Penalty 2605.088725 = -324576.705010
  nChanged 115
		SP:Iteration 9Q (11622.120000 sec): 3 clusters
  Score: Raw -327327.346022 + Penalty 2605.088725 = -324722.257297
  nChanged 97
		SP:Iteration 10Q (11622.130000 sec): 3 clusters
  Score: Raw -327460.034189 + Penalty 2605.088725 = -324854.945465
  nChanged 68
		SP:Iteration 11Q (11622.130000 sec): 3 clusters
  Score: Raw -327537.325704 + Penalty 2605.088725 = -324932.236979
  nChanged 73
		SP:Iteration 12Q (11622.140000 sec): 3 clusters
  Score: Raw -327606.527880 + Penalty 2605.088725 = -325001.439155
  nChanged 66
		SP:Iteration 13Q (11622.150000 sec): 3 clusters
  Score: Raw -327661.921657 + Penalty 2605.088725 = -325056.832932
  nChanged 58
		SP:Iteration 14Q (11622.150000 sec): 3 clusters
  Score: Raw -327708.488950 + Penalty 2605.088725 = -325103.400226
  nChanged 57
		SP:Iteration 15Q (11622.160000 sec): 3 clusters
  Score: Raw -327763.194523 + Penalty 2605.088725 = -325158.105798
  nChanged 56
		SP:Iteration 16Q (11622.160000 sec): 3 clusters
  Score: Raw -327816.587318 + Penalty 2605.088725 = -325211.498593
  nChanged 65
		SP:Iteration 17Q (11622.170000 sec): 3 clusters
  Score: Raw -327880.250811 + Penalty 2605.088725 = -325275.162086
  nChanged 56
		SP:Iteration 18Q (11622.180000 sec): 3 clusters
  Score: Raw -327934.291958 + Penalty 2605.088725 = -325329.203234
  nChanged 43
		SP:Iteration 19Q (11622.180000 sec): 3 clusters
  Score: Raw -327976.016063 + Penalty 2605.088725 = -325370.927338
  nChanged 34
		SP:Iteration 20F (11622.190000 sec): 3 clusters
  Score: Raw -328004.751095 + Penalty 2605.088725 = -325399.662371
  nChanged 25
		SP:Iteration 21Q (11622.200000 sec): 3 clusters
  Score: Raw -328025.704248 + Penalty 2605.088725 = -325420.615523
  nChanged 21
		SP:Iteration 22Q (11622.200000 sec): 3 clusters
  Score: Raw -328038.015375 + Penalty 2605.088725 = -325432.926650
  nChanged 18
		SP:Iteration 23Q (11622.210000 sec): 3 clusters
  Score: Raw -328051.650545 + Penalty 2605.088725 = -325446.561820
  nChanged 21
		SP:Iteration 24Q (11622.220000 sec): 3 clusters
  Score: Raw -328063.171945 + Penalty 2605.088725 = -325458.083220
  nChanged 9
		SP:Iteration 25Q (11622.220000 sec): 3 clusters
  Score: Raw -328067.648701 + Penalty 2605.088725 = -325462.559976
  nChanged 6
		SP:Iteration 26Q (11622.230000 sec): 3 clusters
  Score: Raw -328070.736039 + Penalty 2605.088725 = -325465.647315
  nChanged 5
		SP:Iteration 27Q (11622.230000 sec): 3 clusters
  Score: Raw -328073.194533 + Penalty 2605.088725 = -325468.105808
  nChanged 3
		SP:Iteration 28Q (11622.240000 sec): 3 clusters
  Score: Raw -328074.484490 + Penalty 2605.088725 = -325469.395765
  nChanged 2
		SP:Iteration 29Q (11622.240000 sec): 3 clusters
  Score: Raw -328075.176427 + Penalty 2605.088725 = -325470.087702
  nChanged 3
		SP:Iteration 30Q (11622.250000 sec): 3 clusters
  Score: Raw -328076.016608 + Penalty 2605.088725 = -325470.927883
  nChanged 3
		SP:Iteration 31Q (11622.260000 sec): 3 clusters
  Score: Raw -328078.451812 + Penalty 2605.088725 = -325473.363087
  nChanged 6
		SP:Iteration 32Q (11622.260000 sec): 3 clusters
  Score: Raw -328080.046167 + Penalty 2605.088725 = -325474.957442
  nChanged 4
		SP:Iteration 33Q (11622.270000 sec): 3 clusters
  Score: Raw -328081.692466 + Penalty 2605.088725 = -325476.603742
  nChanged 3
		SP:Iteration 34Q (11622.280000 sec): 3 clusters
  Score: Raw -328082.294295 + Penalty 2605.088725 = -325477.205570
  nChanged 1
		SP:Iteration 35Q (11622.280000 sec): 3 clusters
  Score: Raw -328082.712851 + Penalty 2605.088725 = -325477.624127
  nChanged 2
		SP:Iteration 36Q (11622.290000 sec): 3 clusters
  Score: Raw -328083.301108 + Penalty 2605.088725 = -325478.212383
  nChanged 3
		SP:Iteration 37Q (11622.290000 sec): 3 clusters
  Score: Raw -328084.380359 + Penalty 2605.088725 = -325479.291634
  nChanged 3
		SP:Iteration 38Q (11622.300000 sec): 3 clusters
  Score: Raw -328085.260057 + Penalty 2605.088725 = -325480.171333
  nChanged 5
		SP:Iteration 39Q (11622.300000 sec): 3 clusters
  Score: Raw -328087.304160 + Penalty 2605.088725 = -325482.215435
  nChanged 2
		SP:Iteration 40F (11622.310000 sec): 3 clusters
  Score: Raw -328088.153134 + Penalty 2605.088725 = -325483.064410
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11622.320000 sec): 2 clusters
  Score: Raw -204444.598900 + Penalty 1227.238559 = -203217.360341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11622.320000 sec): 3 clusters
  Score: Raw -203682.628297 + Penalty 2454.477118 = -201228.151179
  nChanged 641
		SP:Iteration 1F (11622.330000 sec): 3 clusters
  Score: Raw -204198.259532 + Penalty 2454.477118 = -201743.782414
  nChanged 175
		SP:Iteration 2F (11622.340000 sec): 3 clusters
  Score: Raw -204383.599666 + Penalty 2454.477118 = -201929.122548
  nChanged 108
		SP:Iteration 3F (11622.340000 sec): 3 clusters
  Score: Raw -204505.772461 + Penalty 2454.477118 = -202051.295343
  nChanged 87
		SP:Iteration 4Q (11622.340000 sec): 3 clusters
  Score: Raw -204625.732140 + Penalty 2454.477118 = -202171.255022
  nChanged 82
		SP:Iteration 5Q (11622.350000 sec): 3 clusters
  Score: Raw -204748.971809 + Penalty 2454.477118 = -202294.494691
  nChanged 81
		SP:Iteration 6Q (11622.350000 sec): 3 clusters
  Score: Raw -204867.515563 + Penalty 2454.477118 = -202413.038445
  nChanged 80
		SP:Iteration 7Q (11622.360000 sec): 3 clusters
  Score: Raw -204952.185240 + Penalty 2454.477118 = -202497.708122
  nChanged 77
		SP:Iteration 8Q (11622.360000 sec): 3 clusters
  Score: Raw -205035.403349 + Penalty 2454.477118 = -202580.926230
  nChanged 71
		SP:Iteration 9Q (11622.370000 sec): 3 clusters
  Score: Raw -205105.334521 + Penalty 2454.477118 = -202650.857402
  nChanged 46
		SP:Iteration 10Q (11622.370000 sec): 3 clusters
  Score: Raw -205136.648304 + Penalty 2454.477118 = -202682.171186
  nChanged 37
		SP:Iteration 11Q (11622.380000 sec): 3 clusters
  Score: Raw -205163.018427 + Penalty 2454.477118 = -202708.541309
  nChanged 24
		SP:Iteration 12Q (11622.380000 sec): 3 clusters
  Score: Raw -205177.324316 + Penalty 2454.477118 = -202722.847198
  nChanged 25
		SP:Iteration 13Q (11622.380000 sec): 3 clusters
  Score: Raw -205190.631372 + Penalty 2454.477118 = -202736.154254
  nChanged 20
		SP:Iteration 14Q (11622.390000 sec): 3 clusters
  Score: Raw -205202.509695 + Penalty 2454.477118 = -202748.032576
  nChanged 14
		SP:Iteration 15Q (11622.390000 sec): 3 clusters
  Score: Raw -205210.111270 + Penalty 2454.477118 = -202755.634151
  nChanged 12
		SP:Iteration 16Q (11622.400000 sec): 3 clusters
  Score: Raw -205217.977156 + Penalty 2454.477118 = -202763.500038
  nChanged 16
		SP:Iteration 17Q (11622.400000 sec): 3 clusters
  Score: Raw -205225.416477 + Penalty 2454.477118 = -202770.939358
  nChanged 16
		SP:Iteration 18Q (11622.400000 sec): 3 clusters
  Score: Raw -205234.513185 + Penalty 2454.477118 = -202780.036066
  nChanged 15
		SP:Iteration 19Q (11622.410000 sec): 3 clusters
  Score: Raw -205244.812015 + Penalty 2454.477118 = -202790.334897
  nChanged 20
		SP:Iteration 20F (11622.420000 sec): 3 clusters
  Score: Raw -205259.561515 + Penalty 2454.477118 = -202805.084397
  nChanged 14
		SP:Iteration 21Q (11622.420000 sec): 3 clusters
  Score: Raw -205272.164020 + Penalty 2454.477118 = -202817.686901
  nChanged 17
		SP:Iteration 22Q (11622.420000 sec): 3 clusters
  Score: Raw -205283.360010 + Penalty 2454.477118 = -202828.882892
  nChanged 20
		SP:Iteration 23Q (11622.430000 sec): 3 clusters
  Score: Raw -205295.995940 + Penalty 2454.477118 = -202841.518821
  nChanged 21
		SP:Iteration 24Q (11622.430000 sec): 3 clusters
  Score: Raw -205309.766528 + Penalty 2454.477118 = -202855.289410
  nChanged 14
		SP:Iteration 25Q (11622.440000 sec): 3 clusters
  Score: Raw -205316.637555 + Penalty 2454.477118 = -202862.160437
  nChanged 11
		SP:Iteration 26Q (11622.440000 sec): 3 clusters
  Score: Raw -205321.244822 + Penalty 2454.477118 = -202866.767704
  nChanged 7
		SP:Iteration 27Q (11622.440000 sec): 3 clusters
  Score: Raw -205326.021723 + Penalty 2454.477118 = -202871.544604
  nChanged 9
		SP:Iteration 28Q (11622.450000 sec): 3 clusters
  Score: Raw -205332.775016 + Penalty 2454.477118 = -202878.297898
  nChanged 15
		SP:Iteration 29Q (11622.450000 sec): 3 clusters
  Score: Raw -205342.504148 + Penalty 2454.477118 = -202888.027030
  nChanged 14
		SP:Iteration 30Q (11622.460000 sec): 3 clusters
  Score: Raw -205350.756181 + Penalty 2454.477118 = -202896.279063
  nChanged 12
		SP:Iteration 31Q (11622.460000 sec): 3 clusters
  Score: Raw -205356.929461 + Penalty 2454.477118 = -202902.452343
  nChanged 8
		SP:Iteration 32Q (11622.470000 sec): 3 clusters
  Score: Raw -205363.421028 + Penalty 2454.477118 = -202908.943910
  nChanged 13
		SP:Iteration 33Q (11622.470000 sec): 3 clusters
  Score: Raw -205371.524654 + Penalty 2454.477118 = -202917.047535
  nChanged 4
		SP:Iteration 34Q (11622.480000 sec): 3 clusters
  Score: Raw -205375.176284 + Penalty 2454.477118 = -202920.699165
  nChanged 5
		SP:Iteration 35Q (11622.480000 sec): 3 clusters
  Score: Raw -205377.116866 + Penalty 2454.477118 = -202922.639748
  nChanged 1
		SP:Iteration 36Q (11622.480000 sec): 3 clusters
  Score: Raw -205377.541004 + Penalty 2454.477118 = -202923.063885
  nChanged 1
		SP:Iteration 37Q (11622.490000 sec): 3 clusters
  Score: Raw -205378.052422 + Penalty 2454.477118 = -202923.575304
  nChanged 0
		SP:Iteration 38F (11622.490000 sec): 3 clusters
  Score: Raw -205378.052422 + Penalty 2454.477118 = -202923.575304
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (13344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11622.530000 sec): 2 clusters
  Score: Raw -1529694.690159 + Penalty 1543.558595 = -1528151.131564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11622.570000 sec): 3 clusters
  Score: Raw -1521859.340634 + Penalty 3087.117190 = -1518772.223444
  nChanged 5941
		SP:Iteration 1F (11622.600000 sec): 3 clusters
  Score: Raw -1524981.939518 + Penalty 3087.117190 = -1521894.822327
  nChanged 689
		SP:Iteration 2F (11622.640000 sec): 3 clusters
  Score: Raw -1525206.690674 + Penalty 3087.117190 = -1522119.573483
  nChanged 573
		SP:Iteration 3Q (11622.670000 sec): 3 clusters
  Score: Raw -1525410.067573 + Penalty 3087.117190 = -1522322.950382
  nChanged 513
		SP:Iteration 4Q (11622.710000 sec): 3 clusters
  Score: Raw -1525580.072491 + Penalty 3087.117190 = -1522492.955300
  nChanged 479
		SP:Iteration 5Q (11622.740000 sec): 3 clusters
  Score: Raw -1525750.017443 + Penalty 3087.117190 = -1522662.900253
  nChanged 441
		SP:Iteration 6Q (11622.780000 sec): 3 clusters
  Score: Raw -1525942.598254 + Penalty 3087.117190 = -1522855.481063
  nChanged 504
		SP:Iteration 7Q (11622.810000 sec): 3 clusters
  Score: Raw -1526168.838821 + Penalty 3087.117190 = -1523081.721630
  nChanged 502
		SP:Iteration 8Q (11622.840000 sec): 3 clusters
  Score: Raw -1526409.241158 + Penalty 3087.117190 = -1523322.123967
  nChanged 487
		SP:Iteration 9Q (11622.880000 sec): 3 clusters
  Score: Raw -1526650.307172 + Penalty 3087.117190 = -1523563.189981
  nChanged 489
		SP:Iteration 10Q (11622.910000 sec): 3 clusters
  Score: Raw -1526953.099654 + Penalty 3087.117190 = -1523865.982464
  nChanged 540
		SP:Iteration 11Q (11622.950000 sec): 3 clusters
  Score: Raw -1527295.531681 + Penalty 3087.117190 = -1524208.414490
  nChanged 543
		SP:Iteration 12Q (11622.980000 sec): 3 clusters
  Score: Raw -1527614.848716 + Penalty 3087.117190 = -1524527.731525
  nChanged 470
		SP:Iteration 13Q (11623.020000 sec): 3 clusters
  Score: Raw -1527903.174300 + Penalty 3087.117190 = -1524816.057109
  nChanged 489
		SP:Iteration 14Q (11623.050000 sec): 3 clusters
  Score: Raw -1528216.411790 + Penalty 3087.117190 = -1525129.294600
  nChanged 468
		SP:Iteration 15Q (11623.080000 sec): 3 clusters
  Score: Raw -1528509.557587 + Penalty 3087.117190 = -1525422.440397
  nChanged 422
		SP:Iteration 16Q (11623.110000 sec): 3 clusters
  Score: Raw -1528782.111563 + Penalty 3087.117190 = -1525694.994372
  nChanged 375
		SP:Iteration 17Q (11623.140000 sec): 3 clusters
  Score: Raw -1529041.304833 + Penalty 3087.117190 = -1525954.187643
  nChanged 341
		SP:Iteration 18Q (11623.170000 sec): 3 clusters
  Score: Raw -1529249.982961 + Penalty 3087.117190 = -1526162.865770
  nChanged 296
		SP:Iteration 19Q (11623.200000 sec): 3 clusters
  Score: Raw -1529412.046633 + Penalty 3087.117190 = -1526324.929442
  nChanged 244
		SP:Iteration 20F (11623.240000 sec): 3 clusters
  Score: Raw -1529531.911804 + Penalty 3087.117190 = -1526444.794613
  nChanged 210
		SP:Iteration 21Q (11623.270000 sec): 3 clusters
  Score: Raw -1529625.735472 + Penalty 3087.117190 = -1526538.618281
  nChanged 155
		SP:Iteration 22Q (11623.300000 sec): 3 clusters
  Score: Raw -1529690.909906 + Penalty 3087.117190 = -1526603.792715
  nChanged 137
		SP:Iteration 23Q (11623.320000 sec): 3 clusters
  Score: Raw -1529744.861849 + Penalty 3087.117190 = -1526657.744659
  nChanged 123
		SP:Iteration 24Q (11623.350000 sec): 3 clusters
  Score: Raw -1529789.866864 + Penalty 3087.117190 = -1526702.749674
  nChanged 106
		SP:Iteration 25Q (11623.380000 sec): 3 clusters
  Score: Raw -1529826.487421 + Penalty 3087.117190 = -1526739.370231
  nChanged 99
		SP:Iteration 26Q (11623.410000 sec): 3 clusters
  Score: Raw -1529862.942344 + Penalty 3087.117190 = -1526775.825153
  nChanged 82
		SP:Iteration 27Q (11623.440000 sec): 3 clusters
  Score: Raw -1529892.506698 + Penalty 3087.117190 = -1526805.389508
  nChanged 86
		SP:Iteration 28Q (11623.470000 sec): 3 clusters
  Score: Raw -1529922.746118 + Penalty 3087.117190 = -1526835.628927
  nChanged 74
		SP:Iteration 29Q (11623.500000 sec): 3 clusters
  Score: Raw -1529950.596951 + Penalty 3087.117190 = -1526863.479761
  nChanged 73
		SP:Iteration 30Q (11623.520000 sec): 3 clusters
  Score: Raw -1529977.292373 + Penalty 3087.117190 = -1526890.175183
  nChanged 60
		SP:Iteration 31Q (11623.550000 sec): 3 clusters
  Score: Raw -1530000.398251 + Penalty 3087.117190 = -1526913.281060
  nChanged 54
		SP:Iteration 32Q (11623.580000 sec): 3 clusters
  Score: Raw -1530015.595609 + Penalty 3087.117190 = -1526928.478419
  nChanged 42
		SP:Iteration 33Q (11623.610000 sec): 3 clusters
  Score: Raw -1530029.560869 + Penalty 3087.117190 = -1526942.443678
  nChanged 33
		SP:Iteration 34Q (11623.640000 sec): 3 clusters
  Score: Raw -1530038.849686 + Penalty 3087.117190 = -1526951.732496
  nChanged 35
		SP:Iteration 35Q (11623.660000 sec): 3 clusters
  Score: Raw -1530049.109738 + Penalty 3087.117190 = -1526961.992548
  nChanged 30
		SP:Iteration 36Q (11623.690000 sec): 3 clusters
  Score: Raw -1530056.402407 + Penalty 3087.117190 = -1526969.285217
  nChanged 21
		SP:Iteration 37Q (11623.720000 sec): 3 clusters
  Score: Raw -1530061.803990 + Penalty 3087.117190 = -1526974.686800
  nChanged 17
		SP:Iteration 38Q (11623.740000 sec): 3 clusters
  Score: Raw -1530066.023402 + Penalty 3087.117190 = -1526978.906211
  nChanged 16
		SP:Iteration 39Q (11623.770000 sec): 3 clusters
  Score: Raw -1530070.046727 + Penalty 3087.117190 = -1526982.929536
  nChanged 11
		SP:Iteration 40F (11623.810000 sec): 3 clusters
  Score: Raw -1530072.565980 + Penalty 3087.117190 = -1526985.448789
  nChanged 9
		SP:Iteration 41Q (11623.840000 sec): 3 clusters
  Score: Raw -1530074.538596 + Penalty 3087.117190 = -1526987.421406
  nChanged 11
		SP:Iteration 42Q (11623.860000 sec): 3 clusters
  Score: Raw -1530078.121794 + Penalty 3087.117190 = -1526991.004603
  nChanged 12
		SP:Iteration 43Q (11623.890000 sec): 3 clusters
  Score: Raw -1530081.669629 + Penalty 3087.117190 = -1526994.552439
  nChanged 12
		SP:Iteration 44Q (11623.920000 sec): 3 clusters
  Score: Raw -1530084.639219 + Penalty 3087.117190 = -1526997.522028
  nChanged 9
		SP:Iteration 45Q (11623.940000 sec): 3 clusters
  Score: Raw -1530086.411223 + Penalty 3087.117190 = -1526999.294033
  nChanged 9
		SP:Iteration 46Q (11623.970000 sec): 3 clusters
  Score: Raw -1530088.077868 + Penalty 3087.117190 = -1527000.960678
  nChanged 5
		SP:Iteration 47Q (11624.000000 sec): 3 clusters
  Score: Raw -1530088.943364 + Penalty 3087.117190 = -1527001.826174
  nChanged 3
		SP:Iteration 48Q (11624.020000 sec): 3 clusters
  Score: Raw -1530089.627009 + Penalty 3087.117190 = -1527002.509818
  nChanged 4
		SP:Iteration 49Q (11624.050000 sec): 3 clusters
  Score: Raw -1530090.677386 + Penalty 3087.117190 = -1527003.560195
  nChanged 4
		SP:Iteration 50Q (11624.080000 sec): 3 clusters
  Score: Raw -1530092.381718 + Penalty 3087.117190 = -1527005.264528
  nChanged 9
		SP:Iteration 51Q (11624.110000 sec): 3 clusters
  Score: Raw -1530094.475447 + Penalty 3087.117190 = -1527007.358257
  nChanged 5
		SP:Iteration 52Q (11624.140000 sec): 3 clusters
  Score: Raw -1530096.187102 + Penalty 3087.117190 = -1527009.069911
  nChanged 6
		SP:Iteration 53Q (11624.160000 sec): 3 clusters
  Score: Raw -1530097.444013 + Penalty 3087.117190 = -1527010.326823
  nChanged 2
		SP:Iteration 54Q (11624.190000 sec): 3 clusters
  Score: Raw -1530097.875444 + Penalty 3087.117190 = -1527010.758254
  nChanged 2
		SP:Iteration 55Q (11624.220000 sec): 3 clusters
  Score: Raw -1530098.191926 + Penalty 3087.117190 = -1527011.074735
  nChanged 1
		SP:Iteration 56Q (11624.240000 sec): 3 clusters
  Score: Raw -1530098.379912 + Penalty 3087.117190 = -1527011.262722
  nChanged 1
		SP:Iteration 57Q (11624.270000 sec): 3 clusters
  Score: Raw -1530098.539796 + Penalty 3087.117190 = -1527011.422605
  nChanged 0
		SP:Iteration 58F (11624.300000 sec): 3 clusters
  Score: Raw -1530098.539796 + Penalty 3087.117190 = -1527011.422605
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11624.320000 sec): 2 clusters
  Score: Raw -378365.950540 + Penalty 1314.939187 = -377051.011353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11624.330000 sec): 3 clusters
  Score: Raw -376803.343807 + Penalty 2629.878373 = -374173.465434
  nChanged 1264
		SP:Iteration 1F (11624.340000 sec): 3 clusters
  Score: Raw -377552.538008 + Penalty 2629.878373 = -374922.659635
  nChanged 265
		SP:Iteration 2F (11624.340000 sec): 3 clusters
  Score: Raw -377702.917364 + Penalty 2629.878373 = -375073.038991
  nChanged 162
		SP:Iteration 3Q (11624.350000 sec): 3 clusters
  Score: Raw -377785.769238 + Penalty 2629.878373 = -375155.890865
  nChanged 93
		SP:Iteration 4Q (11624.360000 sec): 3 clusters
  Score: Raw -377829.843814 + Penalty 2629.878373 = -375199.965441
  nChanged 85
		SP:Iteration 5Q (11624.370000 sec): 3 clusters
  Score: Raw -377877.547618 + Penalty 2629.878373 = -375247.669245
  nChanged 85
		SP:Iteration 6Q (11624.380000 sec): 3 clusters
  Score: Raw -377914.510350 + Penalty 2629.878373 = -375284.631977
  nChanged 76
		SP:Iteration 7Q (11624.390000 sec): 3 clusters
  Score: Raw -377953.693570 + Penalty 2629.878373 = -375323.815197
  nChanged 69
		SP:Iteration 8Q (11624.400000 sec): 3 clusters
  Score: Raw -377997.334141 + Penalty 2629.878373 = -375367.455768
  nChanged 74
		SP:Iteration 9Q (11624.400000 sec): 3 clusters
  Score: Raw -378040.987937 + Penalty 2629.878373 = -375411.109563
  nChanged 77
		SP:Iteration 10Q (11624.410000 sec): 3 clusters
  Score: Raw -378094.436939 + Penalty 2629.878373 = -375464.558566
  nChanged 74
		SP:Iteration 11Q (11624.420000 sec): 3 clusters
  Score: Raw -378137.416169 + Penalty 2629.878373 = -375507.537796
  nChanged 80
		SP:Iteration 12Q (11624.430000 sec): 3 clusters
  Score: Raw -378186.079362 + Penalty 2629.878373 = -375556.200989
  nChanged 75
		SP:Iteration 13Q (11624.440000 sec): 3 clusters
  Score: Raw -378229.713712 + Penalty 2629.878373 = -375599.835339
  nChanged 75
		SP:Iteration 14Q (11624.440000 sec): 3 clusters
  Score: Raw -378268.213232 + Penalty 2629.878373 = -375638.334859
  nChanged 56
		SP:Iteration 15Q (11624.450000 sec): 3 clusters
  Score: Raw -378294.805838 + Penalty 2629.878373 = -375664.927465
  nChanged 51
		SP:Iteration 16Q (11624.460000 sec): 3 clusters
  Score: Raw -378323.506225 + Penalty 2629.878373 = -375693.627852
  nChanged 62
		SP:Iteration 17Q (11624.470000 sec): 3 clusters
  Score: Raw -378361.158865 + Penalty 2629.878373 = -375731.280491
  nChanged 55
		SP:Iteration 18Q (11624.480000 sec): 3 clusters
  Score: Raw -378394.192727 + Penalty 2629.878373 = -375764.314354
  nChanged 45
		SP:Iteration 19Q (11624.480000 sec): 3 clusters
  Score: Raw -378422.971068 + Penalty 2629.878373 = -375793.092695
  nChanged 37
		SP:Iteration 20F (11624.490000 sec): 3 clusters
  Score: Raw -378443.370095 + Penalty 2629.878373 = -375813.491722
  nChanged 36
		SP:Iteration 21Q (11624.500000 sec): 3 clusters
  Score: Raw -378465.690271 + Penalty 2629.878373 = -375835.811898
  nChanged 30
		SP:Iteration 22Q (11624.500000 sec): 3 clusters
  Score: Raw -378488.175549 + Penalty 2629.878373 = -375858.297176
  nChanged 34
		SP:Iteration 23Q (11624.510000 sec): 3 clusters
  Score: Raw -378511.422548 + Penalty 2629.878373 = -375881.544175
  nChanged 30
		SP:Iteration 24Q (11624.520000 sec): 3 clusters
  Score: Raw -378532.833890 + Penalty 2629.878373 = -375902.955517
  nChanged 22
		SP:Iteration 25Q (11624.530000 sec): 3 clusters
  Score: Raw -378551.343619 + Penalty 2629.878373 = -375921.465246
  nChanged 16
		SP:Iteration 26Q (11624.540000 sec): 3 clusters
  Score: Raw -378559.633597 + Penalty 2629.878373 = -375929.755224
  nChanged 9
		SP:Iteration 27Q (11624.540000 sec): 3 clusters
  Score: Raw -378563.776652 + Penalty 2629.878373 = -375933.898279
  nChanged 4
		SP:Iteration 28Q (11624.550000 sec): 3 clusters
  Score: Raw -378566.356683 + Penalty 2629.878373 = -375936.478310
  nChanged 5
		SP:Iteration 29Q (11624.560000 sec): 3 clusters
  Score: Raw -378570.053054 + Penalty 2629.878373 = -375940.174681
  nChanged 7
		SP:Iteration 30Q (11624.570000 sec): 3 clusters
  Score: Raw -378573.602419 + Penalty 2629.878373 = -375943.724045
  nChanged 6
		SP:Iteration 31Q (11624.570000 sec): 3 clusters
  Score: Raw -378576.154217 + Penalty 2629.878373 = -375946.275844
  nChanged 4
		SP:Iteration 32Q (11624.580000 sec): 3 clusters
  Score: Raw -378578.372660 + Penalty 2629.878373 = -375948.494287
  nChanged 4
		SP:Iteration 33Q (11624.590000 sec): 3 clusters
  Score: Raw -378581.156826 + Penalty 2629.878373 = -375951.278453
  nChanged 4
		SP:Iteration 34Q (11624.600000 sec): 3 clusters
  Score: Raw -378583.081887 + Penalty 2629.878373 = -375953.203514
  nChanged 4
		SP:Iteration 35Q (11624.600000 sec): 3 clusters
  Score: Raw -378585.007489 + Penalty 2629.878373 = -375955.129116
  nChanged 3
		SP:Iteration 36Q (11624.610000 sec): 3 clusters
  Score: Raw -378586.409559 + Penalty 2629.878373 = -375956.531186
  nChanged 4
		SP:Iteration 37Q (11624.620000 sec): 3 clusters
  Score: Raw -378589.092178 + Penalty 2629.878373 = -375959.213804
  nChanged 4
		SP:Iteration 38Q (11624.630000 sec): 3 clusters
  Score: Raw -378590.747514 + Penalty 2629.878373 = -375960.869141
  nChanged 1
		SP:Iteration 39Q (11624.630000 sec): 3 clusters
  Score: Raw -378590.978476 + Penalty 2629.878373 = -375961.100103
  nChanged 1
		SP:Iteration 40F (11624.640000 sec): 3 clusters
  Score: Raw -378591.549708 + Penalty 2629.878373 = -375961.671335
  nChanged 3
		SP:Iteration 41Q (11624.650000 sec): 3 clusters
  Score: Raw -378593.237487 + Penalty 2629.878373 = -375963.359114
  nChanged 3
		SP:Iteration 42Q (11624.660000 sec): 3 clusters
  Score: Raw -378595.564703 + Penalty 2629.878373 = -375965.686330
  nChanged 2
		SP:Iteration 43Q (11624.660000 sec): 3 clusters
  Score: Raw -378596.337529 + Penalty 2629.878373 = -375966.459155
  nChanged 2
		SP:Iteration 44Q (11624.670000 sec): 3 clusters
  Score: Raw -378597.820291 + Penalty 2629.878373 = -375967.941918
  nChanged 2
		SP:Iteration 45Q (11624.680000 sec): 3 clusters
  Score: Raw -378598.853121 + Penalty 2629.878373 = -375968.974748
  nChanged 1
		SP:Iteration 46Q (11624.680000 sec): 3 clusters
  Score: Raw -378599.499644 + Penalty 2629.878373 = -375969.621271
  nChanged 1
		SP:Iteration 47Q (11624.690000 sec): 3 clusters
  Score: Raw -378600.350854 + Penalty 2629.878373 = -375970.472481
  nChanged 1
		SP:Iteration 48Q (11624.700000 sec): 3 clusters
  Score: Raw -378600.969924 + Penalty 2629.878373 = -375971.091551
  nChanged 0
		SP:Iteration 49F (11624.710000 sec): 3 clusters
  Score: Raw -378600.969924 + Penalty 2629.878373 = -375971.091551
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (1548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11624.720000 sec): 2 clusters
  Score: Raw -162414.834389 + Penalty 1193.516846 = -161221.317543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11624.720000 sec): 3 clusters
  Score: Raw -162025.738379 + Penalty 2387.033693 = -159638.704687
  nChanged 563
		SP:Iteration 1F (11624.720000 sec): 3 clusters
  Score: Raw -163004.214681 + Penalty 2387.033693 = -160617.180988
  nChanged 229
		SP:Iteration 2F (11624.730000 sec): 3 clusters
  Score: Raw -163575.881088 + Penalty 2387.033693 = -161188.847396
  nChanged 172
		SP:Iteration 3F (11624.730000 sec): 3 clusters
  Score: Raw -163899.133484 + Penalty 2387.033693 = -161512.099791
  nChanged 113
		SP:Iteration 4F (11624.740000 sec): 3 clusters
  Score: Raw -164096.745979 + Penalty 2387.033693 = -161709.712286
  nChanged 67
		SP:Iteration 5Q (11624.740000 sec): 3 clusters
  Score: Raw -164172.810399 + Penalty 2387.033693 = -161785.776706
  nChanged 34
		SP:Iteration 6Q (11624.740000 sec): 3 clusters
  Score: Raw -164211.876421 + Penalty 2387.033693 = -161824.842729
  nChanged 27
		SP:Iteration 7Q (11624.750000 sec): 3 clusters
  Score: Raw -164241.243066 + Penalty 2387.033693 = -161854.209373
  nChanged 14
		SP:Iteration 8Q (11624.750000 sec): 3 clusters
  Score: Raw -164258.771291 + Penalty 2387.033693 = -161871.737598
  nChanged 11
		SP:Iteration 9Q (11624.760000 sec): 3 clusters
  Score: Raw -164274.968590 + Penalty 2387.033693 = -161887.934898
  nChanged 8
		SP:Iteration 10Q (11624.760000 sec): 3 clusters
  Score: Raw -164284.800563 + Penalty 2387.033693 = -161897.766870
  nChanged 8
		SP:Iteration 11Q (11624.760000 sec): 3 clusters
  Score: Raw -164300.237591 + Penalty 2387.033693 = -161913.203898
  nChanged 7
		SP:Iteration 12Q (11624.760000 sec): 3 clusters
  Score: Raw -164309.367934 + Penalty 2387.033693 = -161922.334241
  nChanged 4
		SP:Iteration 13Q (11624.770000 sec): 3 clusters
  Score: Raw -164315.835587 + Penalty 2387.033693 = -161928.801895
  nChanged 3
		SP:Iteration 14Q (11624.770000 sec): 3 clusters
  Score: Raw -164324.625988 + Penalty 2387.033693 = -161937.592296
  nChanged 5
		SP:Iteration 15Q (11624.780000 sec): 3 clusters
  Score: Raw -164335.669456 + Penalty 2387.033693 = -161948.635764
  nChanged 3
		SP:Iteration 16Q (11624.780000 sec): 3 clusters
  Score: Raw -164340.236922 + Penalty 2387.033693 = -161953.203230
  nChanged 2
		SP:Iteration 17Q (11624.780000 sec): 3 clusters
  Score: Raw -164355.471455 + Penalty 2387.033693 = -161968.437763
  nChanged 1
		SP:Iteration 18Q (11624.780000 sec): 3 clusters
  Score: Raw -164372.403231 + Penalty 2387.033693 = -161985.369538
  nChanged 2
		SP:Iteration 19Q (11624.790000 sec): 3 clusters
  Score: Raw -164377.124699 + Penalty 2387.033693 = -161990.091007
  nChanged 2
		SP:Iteration 20F (11624.790000 sec): 3 clusters
  Score: Raw -164378.847016 + Penalty 2387.033693 = -161991.813324
  nChanged 1
		SP:Iteration 21Q (11624.800000 sec): 3 clusters
  Score: Raw -164379.895236 + Penalty 2387.033693 = -161992.861543
  nChanged 2
		SP:Iteration 22Q (11624.800000 sec): 3 clusters
  Score: Raw -164380.808187 + Penalty 2387.033693 = -161993.774494
  nChanged 0
		SP:Iteration 23F (11624.800000 sec): 3 clusters
  Score: Raw -164380.808187 + Penalty 2387.033693 = -161993.774494
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11624.860000 sec): 2 clusters
  Score: Raw -2034399.754301 + Penalty 1591.426465 = -2032808.327836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11624.910000 sec): 3 clusters
  Score: Raw -2023684.761682 + Penalty 3182.852930 = -2020501.908752
  nChanged 8092
		SP:Iteration 1F (11624.960000 sec): 3 clusters
  Score: Raw -2028743.475882 + Penalty 3182.852930 = -2025560.622953
  nChanged 1406
		SP:Iteration 2F (11625.000000 sec): 3 clusters
  Score: Raw -2029725.510289 + Penalty 3182.852930 = -2026542.657359
  nChanged 1467
		SP:Iteration 3F (11625.050000 sec): 3 clusters
  Score: Raw -2030759.563060 + Penalty 3182.852930 = -2027576.710131
  nChanged 1425
		SP:Iteration 4F (11625.100000 sec): 3 clusters
  Score: Raw -2031645.759560 + Penalty 3182.852930 = -2028462.906630
  nChanged 1164
		SP:Iteration 5F (11625.140000 sec): 3 clusters
  Score: Raw -2032344.843823 + Penalty 3182.852930 = -2029161.990894
  nChanged 983
		SP:Iteration 6F (11625.190000 sec): 3 clusters
  Score: Raw -2032896.743802 + Penalty 3182.852930 = -2029713.890872
  nChanged 840
		SP:Iteration 7Q (11625.240000 sec): 3 clusters
  Score: Raw -2033378.695806 + Penalty 3182.852930 = -2030195.842876
  nChanged 728
		SP:Iteration 8Q (11625.280000 sec): 3 clusters
  Score: Raw -2033821.564805 + Penalty 3182.852930 = -2030638.711876
  nChanged 709
		SP:Iteration 9Q (11625.330000 sec): 3 clusters
  Score: Raw -2034278.304299 + Penalty 3182.852930 = -2031095.451369
  nChanged 592
		SP:Iteration 10Q (11625.380000 sec): 3 clusters
  Score: Raw -2034676.762209 + Penalty 3182.852930 = -2031493.909280
  nChanged 489
		SP:Iteration 11Q (11625.420000 sec): 3 clusters
  Score: Raw -2035004.576907 + Penalty 3182.852930 = -2031821.723977
  nChanged 337
		SP:Iteration 12Q (11625.470000 sec): 3 clusters
  Score: Raw -2035233.571931 + Penalty 3182.852930 = -2032050.719002
  nChanged 269
		SP:Iteration 13Q (11625.520000 sec): 3 clusters
  Score: Raw -2035409.154206 + Penalty 3182.852930 = -2032226.301276
  nChanged 178
		SP:Iteration 14Q (11625.560000 sec): 3 clusters
  Score: Raw -2035512.501348 + Penalty 3182.852930 = -2032329.648418
  nChanged 105
		SP:Iteration 15Q (11625.610000 sec): 3 clusters
  Score: Raw -2035570.292032 + Penalty 3182.852930 = -2032387.439102
  nChanged 70
		SP:Iteration 16Q (11625.660000 sec): 3 clusters
  Score: Raw -2035605.990838 + Penalty 3182.852930 = -2032423.137908
  nChanged 44
		SP:Iteration 17Q (11625.700000 sec): 3 clusters
  Score: Raw -2035626.449174 + Penalty 3182.852930 = -2032443.596244
  nChanged 31
		SP:Iteration 18Q (11625.740000 sec): 3 clusters
  Score: Raw -2035637.401799 + Penalty 3182.852930 = -2032454.548869
  nChanged 21
		SP:Iteration 19Q (11625.790000 sec): 3 clusters
  Score: Raw -2035643.889363 + Penalty 3182.852930 = -2032461.036433
  nChanged 11
		SP:Iteration 20F (11625.840000 sec): 3 clusters
  Score: Raw -2035646.975834 + Penalty 3182.852930 = -2032464.122904
  nChanged 12
		SP:Iteration 21Q (11625.880000 sec): 3 clusters
  Score: Raw -2035650.444864 + Penalty 3182.852930 = -2032467.591934
  nChanged 10
		SP:Iteration 22Q (11625.930000 sec): 3 clusters
  Score: Raw -2035653.308584 + Penalty 3182.852930 = -2032470.455654
  nChanged 5
		SP:Iteration 23Q (11625.970000 sec): 3 clusters
  Score: Raw -2035655.276556 + Penalty 3182.852930 = -2032472.423626
  nChanged 1
		SP:Iteration 24Q (11626.020000 sec): 3 clusters
  Score: Raw -2035656.229051 + Penalty 3182.852930 = -2032473.376122
  nChanged 3
		SP:Iteration 25Q (11626.060000 sec): 3 clusters
  Score: Raw -2035657.215606 + Penalty 3182.852930 = -2032474.362676
  nChanged 1
		SP:Iteration 26Q (11626.110000 sec): 3 clusters
  Score: Raw -2035657.560754 + Penalty 3182.852930 = -2032474.707825
  nChanged 2
		SP:Iteration 27Q (11626.150000 sec): 3 clusters
  Score: Raw -2035659.163029 + Penalty 3182.852930 = -2032476.310099
  nChanged 4
		SP:Iteration 28Q (11626.200000 sec): 3 clusters
  Score: Raw -2035660.980835 + Penalty 3182.852930 = -2032478.127905
  nChanged 2
		SP:Iteration 29Q (11626.240000 sec): 3 clusters
  Score: Raw -2035661.551745 + Penalty 3182.852930 = -2032478.698815
  nChanged 0
		SP:Iteration 30F (11626.290000 sec): 3 clusters
  Score: Raw -2035661.551745 + Penalty 3182.852930 = -2032478.698815
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (7800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11626.320000 sec): 2 clusters
  Score: Raw -861044.955667 + Penalty 1456.305340 = -859588.650328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11626.340000 sec): 3 clusters
  Score: Raw -856783.675576 + Penalty 2912.610679 = -853871.064897
  nChanged 3243
		SP:Iteration 1F (11626.360000 sec): 3 clusters
  Score: Raw -858543.910698 + Penalty 2912.610679 = -855631.300019
  nChanged 501
		SP:Iteration 2F (11626.380000 sec): 3 clusters
  Score: Raw -858819.889895 + Penalty 2912.610679 = -855907.279216
  nChanged 436
		SP:Iteration 3F (11626.400000 sec): 3 clusters
  Score: Raw -859057.006764 + Penalty 2912.610679 = -856144.396084
  nChanged 412
		SP:Iteration 4F (11626.420000 sec): 3 clusters
  Score: Raw -859318.213662 + Penalty 2912.610679 = -856405.602983
  nChanged 421
		SP:Iteration 5F (11626.440000 sec): 3 clusters
  Score: Raw -859587.843726 + Penalty 2912.610679 = -856675.233046
  nChanged 384
		SP:Iteration 6Q (11626.460000 sec): 3 clusters
  Score: Raw -859848.680340 + Penalty 2912.610679 = -856936.069661
  nChanged 381
		SP:Iteration 7Q (11626.480000 sec): 3 clusters
  Score: Raw -860114.649025 + Penalty 2912.610679 = -857202.038346
  nChanged 361
		SP:Iteration 8Q (11626.500000 sec): 3 clusters
  Score: Raw -860365.961423 + Penalty 2912.610679 = -857453.350744
  nChanged 328
		SP:Iteration 9Q (11626.520000 sec): 3 clusters
  Score: Raw -860576.467478 + Penalty 2912.610679 = -857663.856799
  nChanged 265
		SP:Iteration 10Q (11626.540000 sec): 3 clusters
  Score: Raw -860747.801672 + Penalty 2912.610679 = -857835.190993
  nChanged 219
		SP:Iteration 11Q (11626.560000 sec): 3 clusters
  Score: Raw -860872.394083 + Penalty 2912.610679 = -857959.783404
  nChanged 170
		SP:Iteration 12Q (11626.570000 sec): 3 clusters
  Score: Raw -860961.645184 + Penalty 2912.610679 = -858049.034505
  nChanged 160
		SP:Iteration 13Q (11626.590000 sec): 3 clusters
  Score: Raw -861044.759070 + Penalty 2912.610679 = -858132.148391
  nChanged 120
		SP:Iteration 14Q (11626.610000 sec): 3 clusters
  Score: Raw -861113.718091 + Penalty 2912.610679 = -858201.107412
  nChanged 116
		SP:Iteration 15Q (11626.630000 sec): 3 clusters
  Score: Raw -861176.203767 + Penalty 2912.610679 = -858263.593087
  nChanged 90
		SP:Iteration 16Q (11626.650000 sec): 3 clusters
  Score: Raw -861226.523057 + Penalty 2912.610679 = -858313.912377
  nChanged 87
		SP:Iteration 17Q (11626.660000 sec): 3 clusters
  Score: Raw -861276.523405 + Penalty 2912.610679 = -858363.912726
  nChanged 67
		SP:Iteration 18Q (11626.680000 sec): 3 clusters
  Score: Raw -861314.467976 + Penalty 2912.610679 = -858401.857297
  nChanged 70
		SP:Iteration 19Q (11626.700000 sec): 3 clusters
  Score: Raw -861361.335254 + Penalty 2912.610679 = -858448.724575
  nChanged 65
		SP:Iteration 20F (11626.720000 sec): 3 clusters
  Score: Raw -861398.602721 + Penalty 2912.610679 = -858485.992042
  nChanged 45
		SP:Iteration 21Q (11626.740000 sec): 3 clusters
  Score: Raw -861422.378937 + Penalty 2912.610679 = -858509.768258
  nChanged 32
		SP:Iteration 22Q (11626.750000 sec): 3 clusters
  Score: Raw -861435.333806 + Penalty 2912.610679 = -858522.723127
  nChanged 20
		SP:Iteration 23Q (11626.770000 sec): 3 clusters
  Score: Raw -861443.746389 + Penalty 2912.610679 = -858531.135710
  nChanged 16
		SP:Iteration 24Q (11626.790000 sec): 3 clusters
  Score: Raw -861451.444197 + Penalty 2912.610679 = -858538.833518
  nChanged 14
		SP:Iteration 25Q (11626.800000 sec): 3 clusters
  Score: Raw -861456.348045 + Penalty 2912.610679 = -858543.737366
  nChanged 12
		SP:Iteration 26Q (11626.820000 sec): 3 clusters
  Score: Raw -861462.645688 + Penalty 2912.610679 = -858550.035009
  nChanged 20
		SP:Iteration 27Q (11626.840000 sec): 3 clusters
  Score: Raw -861472.288369 + Penalty 2912.610679 = -858559.677690
  nChanged 8
		SP:Iteration 28Q (11626.860000 sec): 3 clusters
  Score: Raw -861475.015696 + Penalty 2912.610679 = -858562.405017
  nChanged 3
		SP:Iteration 29Q (11626.870000 sec): 3 clusters
  Score: Raw -861476.310230 + Penalty 2912.610679 = -858563.699551
  nChanged 6
		SP:Iteration 30Q (11626.890000 sec): 3 clusters
  Score: Raw -861478.151873 + Penalty 2912.610679 = -858565.541194
  nChanged 7
		SP:Iteration 31Q (11626.910000 sec): 3 clusters
  Score: Raw -861480.929709 + Penalty 2912.610679 = -858568.319030
  nChanged 10
		SP:Iteration 32Q (11626.920000 sec): 3 clusters
  Score: Raw -861486.889046 + Penalty 2912.610679 = -858574.278367
  nChanged 11
		SP:Iteration 33Q (11626.940000 sec): 3 clusters
  Score: Raw -861493.764509 + Penalty 2912.610679 = -858581.153830
  nChanged 12
		SP:Iteration 34Q (11626.960000 sec): 3 clusters
  Score: Raw -861499.833804 + Penalty 2912.610679 = -858587.223125
  nChanged 7
		SP:Iteration 35Q (11626.980000 sec): 3 clusters
  Score: Raw -861504.215850 + Penalty 2912.610679 = -858591.605171
  nChanged 7
		SP:Iteration 36Q (11626.990000 sec): 3 clusters
  Score: Raw -861507.556780 + Penalty 2912.610679 = -858594.946101
  nChanged 8
		SP:Iteration 37Q (11627.010000 sec): 3 clusters
  Score: Raw -861511.066946 + Penalty 2912.610679 = -858598.456267
  nChanged 7
		SP:Iteration 38Q (11627.020000 sec): 3 clusters
  Score: Raw -861515.044342 + Penalty 2912.610679 = -858602.433663
  nChanged 5
		SP:Iteration 39Q (11627.040000 sec): 3 clusters
  Score: Raw -861518.703252 + Penalty 2912.610679 = -858606.092573
  nChanged 8
		SP:Iteration 40F (11627.060000 sec): 3 clusters
  Score: Raw -861522.744543 + Penalty 2912.610679 = -858610.133863
  nChanged 8
		SP:Iteration 41Q (11627.080000 sec): 3 clusters
  Score: Raw -861526.979278 + Penalty 2912.610679 = -858614.368599
  nChanged 5
		SP:Iteration 42Q (11627.100000 sec): 3 clusters
  Score: Raw -861529.135374 + Penalty 2912.610679 = -858616.524695
  nChanged 4
		SP:Iteration 43Q (11627.110000 sec): 3 clusters
  Score: Raw -861532.001338 + Penalty 2912.610679 = -858619.390659
  nChanged 3
		SP:Iteration 44Q (11627.130000 sec): 3 clusters
  Score: Raw -861533.164455 + Penalty 2912.610679 = -858620.553776
  nChanged 1
		SP:Iteration 45Q (11627.150000 sec): 3 clusters
  Score: Raw -861534.500981 + Penalty 2912.610679 = -858621.890302
  nChanged 4
		SP:Iteration 46Q (11627.160000 sec): 3 clusters
  Score: Raw -861538.733352 + Penalty 2912.610679 = -858626.122673
  nChanged 7
		SP:Iteration 47Q (11627.180000 sec): 3 clusters
  Score: Raw -861544.032894 + Penalty 2912.610679 = -858631.422215
  nChanged 6
		SP:Iteration 48Q (11627.200000 sec): 3 clusters
  Score: Raw -861547.256464 + Penalty 2912.610679 = -858634.645785
  nChanged 3
		SP:Iteration 49Q (11627.210000 sec): 3 clusters
  Score: Raw -861548.560679 + Penalty 2912.610679 = -858635.950000
  nChanged 2
		SP:Iteration 50Q (11627.230000 sec): 3 clusters
  Score: Raw -861549.431160 + Penalty 2912.610679 = -858636.820481
  nChanged 1
		SP:Iteration 51Q (11627.240000 sec): 3 clusters
  Score: Raw -861550.092733 + Penalty 2912.610679 = -858637.482054
  nChanged 3
		SP:Iteration 52Q (11627.260000 sec): 3 clusters
  Score: Raw -861551.095922 + Penalty 2912.610679 = -858638.485243
  nChanged 2
		SP:Iteration 53Q (11627.280000 sec): 3 clusters
  Score: Raw -861552.105335 + Penalty 2912.610679 = -858639.494655
  nChanged 2
		SP:Iteration 54Q (11627.300000 sec): 3 clusters
  Score: Raw -861552.894142 + Penalty 2912.610679 = -858640.283463
  nChanged 0
		SP:Iteration 55F (11627.320000 sec): 3 clusters
  Score: Raw -861552.894142 + Penalty 2912.610679 = -858640.283463
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11627.330000 sec): 2 clusters
  Score: Raw -382037.287933 + Penalty 1329.256618 = -380708.031316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11627.340000 sec): 3 clusters
  Score: Raw -380304.544837 + Penalty 2658.513235 = -377646.031602
  nChanged 1396
		SP:Iteration 1F (11627.350000 sec): 3 clusters
  Score: Raw -381137.856900 + Penalty 2658.513235 = -378479.343665
  nChanged 264
		SP:Iteration 2F (11627.360000 sec): 3 clusters
  Score: Raw -381300.081845 + Penalty 2658.513235 = -378641.568610
  nChanged 204
		SP:Iteration 3F (11627.360000 sec): 3 clusters
  Score: Raw -381422.641251 + Penalty 2658.513235 = -378764.128016
  nChanged 166
		SP:Iteration 4Q (11627.380000 sec): 3 clusters
  Score: Raw -381562.934681 + Penalty 2658.513235 = -378904.421446
  nChanged 194
		SP:Iteration 5F (11627.380000 sec): 3 clusters
  Score: Raw -381721.430729 + Penalty 2658.513235 = -379062.917494
  nChanged 174
		SP:Iteration 6Q (11627.390000 sec): 3 clusters
  Score: Raw -381872.102749 + Penalty 2658.513235 = -379213.589514
  nChanged 179
		SP:Iteration 7F (11627.400000 sec): 3 clusters
  Score: Raw -382051.569425 + Penalty 2658.513235 = -379393.056190
  nChanged 166
		SP:Iteration 8Q (11627.410000 sec): 3 clusters
  Score: Raw -382213.406353 + Penalty 2658.513235 = -379554.893118
  nChanged 156
		SP:Iteration 9Q (11627.420000 sec): 3 clusters
  Score: Raw -382360.715633 + Penalty 2658.513235 = -379702.202398
  nChanged 119
		SP:Iteration 10Q (11627.430000 sec): 3 clusters
  Score: Raw -382461.232413 + Penalty 2658.513235 = -379802.719178
  nChanged 78
		SP:Iteration 11Q (11627.440000 sec): 3 clusters
  Score: Raw -382514.289724 + Penalty 2658.513235 = -379855.776489
  nChanged 76
		SP:Iteration 12Q (11627.440000 sec): 3 clusters
  Score: Raw -382571.191468 + Penalty 2658.513235 = -379912.678233
  nChanged 85
		SP:Iteration 13Q (11627.450000 sec): 3 clusters
  Score: Raw -382629.755866 + Penalty 2658.513235 = -379971.242631
  nChanged 66
		SP:Iteration 14Q (11627.460000 sec): 3 clusters
  Score: Raw -382670.511265 + Penalty 2658.513235 = -380011.998030
  nChanged 54
		SP:Iteration 15Q (11627.470000 sec): 3 clusters
  Score: Raw -382705.484661 + Penalty 2658.513235 = -380046.971426
  nChanged 48
		SP:Iteration 16Q (11627.480000 sec): 3 clusters
  Score: Raw -382738.182865 + Penalty 2658.513235 = -380079.669630
  nChanged 53
		SP:Iteration 17Q (11627.480000 sec): 3 clusters
  Score: Raw -382770.804612 + Penalty 2658.513235 = -380112.291377
  nChanged 49
		SP:Iteration 18Q (11627.490000 sec): 3 clusters
  Score: Raw -382808.075873 + Penalty 2658.513235 = -380149.562638
  nChanged 48
		SP:Iteration 19Q (11627.500000 sec): 3 clusters
  Score: Raw -382839.706885 + Penalty 2658.513235 = -380181.193650
  nChanged 34
		SP:Iteration 20F (11627.510000 sec): 3 clusters
  Score: Raw -382863.880370 + Penalty 2658.513235 = -380205.367135
  nChanged 39
		SP:Iteration 21Q (11627.520000 sec): 3 clusters
  Score: Raw -382887.946019 + Penalty 2658.513235 = -380229.432784
  nChanged 33
		SP:Iteration 22Q (11627.520000 sec): 3 clusters
  Score: Raw -382908.296757 + Penalty 2658.513235 = -380249.783522
  nChanged 24
		SP:Iteration 23Q (11627.530000 sec): 3 clusters
  Score: Raw -382917.144868 + Penalty 2658.513235 = -380258.631633
  nChanged 15
		SP:Iteration 24Q (11627.540000 sec): 3 clusters
  Score: Raw -382923.834780 + Penalty 2658.513235 = -380265.321545
  nChanged 8
		SP:Iteration 25Q (11627.550000 sec): 3 clusters
  Score: Raw -382926.650428 + Penalty 2658.513235 = -380268.137193
  nChanged 6
		SP:Iteration 26Q (11627.560000 sec): 3 clusters
  Score: Raw -382931.115293 + Penalty 2658.513235 = -380272.602058
  nChanged 14
		SP:Iteration 27Q (11627.560000 sec): 3 clusters
  Score: Raw -382936.616731 + Penalty 2658.513235 = -380278.103496
  nChanged 13
		SP:Iteration 28Q (11627.570000 sec): 3 clusters
  Score: Raw -382943.089022 + Penalty 2658.513235 = -380284.575787
  nChanged 11
		SP:Iteration 29Q (11627.580000 sec): 3 clusters
  Score: Raw -382948.394295 + Penalty 2658.513235 = -380289.881060
  nChanged 10
		SP:Iteration 30Q (11627.580000 sec): 3 clusters
  Score: Raw -382953.436457 + Penalty 2658.513235 = -380294.923222
  nChanged 11
		SP:Iteration 31Q (11627.590000 sec): 3 clusters
  Score: Raw -382959.349411 + Penalty 2658.513235 = -380300.836176
  nChanged 11
		SP:Iteration 32Q (11627.600000 sec): 3 clusters
  Score: Raw -382964.303881 + Penalty 2658.513235 = -380305.790646
  nChanged 11
		SP:Iteration 33Q (11627.610000 sec): 3 clusters
  Score: Raw -382967.313857 + Penalty 2658.513235 = -380308.800622
  nChanged 5
		SP:Iteration 34Q (11627.620000 sec): 3 clusters
  Score: Raw -382968.946578 + Penalty 2658.513235 = -380310.433343
  nChanged 0
		SP:Iteration 35F (11627.630000 sec): 3 clusters
  Score: Raw -382968.946578 + Penalty 2658.513235 = -380310.433343
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (2384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11627.640000 sec): 2 clusters
  Score: Raw -256626.052638 + Penalty 1263.686942 = -255362.365696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11627.640000 sec): 3 clusters
  Score: Raw -255565.241471 + Penalty 2527.373884 = -253037.867587
  nChanged 864
		SP:Iteration 1F (11627.650000 sec): 3 clusters
  Score: Raw -256207.241054 + Penalty 2527.373884 = -253679.867170
  nChanged 227
		SP:Iteration 2F (11627.660000 sec): 3 clusters
  Score: Raw -256534.212362 + Penalty 2527.373884 = -254006.838478
  nChanged 207
		SP:Iteration 3F (11627.660000 sec): 3 clusters
  Score: Raw -256920.806205 + Penalty 2527.373884 = -254393.432321
  nChanged 198
		SP:Iteration 4F (11627.670000 sec): 3 clusters
  Score: Raw -257310.280215 + Penalty 2527.373884 = -254782.906331
  nChanged 156
		SP:Iteration 5F (11627.670000 sec): 3 clusters
  Score: Raw -257571.216719 + Penalty 2527.373884 = -255043.842835
  nChanged 106
		SP:Iteration 6Q (11627.680000 sec): 3 clusters
  Score: Raw -257687.301629 + Penalty 2527.373884 = -255159.927745
  nChanged 67
		SP:Iteration 7Q (11627.680000 sec): 3 clusters
  Score: Raw -257774.315896 + Penalty 2527.373884 = -255246.942012
  nChanged 60
		SP:Iteration 8Q (11627.690000 sec): 3 clusters
  Score: Raw -257839.636708 + Penalty 2527.373884 = -255312.262824
  nChanged 37
		SP:Iteration 9Q (11627.700000 sec): 3 clusters
  Score: Raw -257874.164584 + Penalty 2527.373884 = -255346.790700
  nChanged 30
		SP:Iteration 10Q (11627.700000 sec): 3 clusters
  Score: Raw -257901.421493 + Penalty 2527.373884 = -255374.047609
  nChanged 19
		SP:Iteration 11Q (11627.700000 sec): 3 clusters
  Score: Raw -257913.047175 + Penalty 2527.373884 = -255385.673291
  nChanged 13
		SP:Iteration 12Q (11627.710000 sec): 3 clusters
  Score: Raw -257921.105544 + Penalty 2527.373884 = -255393.731660
  nChanged 12
		SP:Iteration 13Q (11627.710000 sec): 3 clusters
  Score: Raw -257928.762986 + Penalty 2527.373884 = -255401.389102
  nChanged 8
		SP:Iteration 14Q (11627.720000 sec): 3 clusters
  Score: Raw -257932.813499 + Penalty 2527.373884 = -255405.439615
  nChanged 5
		SP:Iteration 15Q (11627.720000 sec): 3 clusters
  Score: Raw -257934.302759 + Penalty 2527.373884 = -255406.928875
  nChanged 2
		SP:Iteration 16Q (11627.730000 sec): 3 clusters
  Score: Raw -257935.175991 + Penalty 2527.373884 = -255407.802107
  nChanged 2
		SP:Iteration 17Q (11627.730000 sec): 3 clusters
  Score: Raw -257935.600307 + Penalty 2527.373884 = -255408.226423
  nChanged 0
		SP:Iteration 18F (11627.740000 sec): 3 clusters
  Score: Raw -257935.600307 + Penalty 2527.373884 = -255408.226423
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11627.750000 sec): 2 clusters
  Score: Raw -93287.389162 + Penalty 1096.673426 = -92190.715735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11627.760000 sec): 3 clusters
  Score: Raw -93114.656036 + Penalty 2193.346853 = -90921.309183
  nChanged 262
		SP:Iteration 1F (11627.760000 sec): 3 clusters
  Score: Raw -93324.923831 + Penalty 2193.346853 = -91131.576978
  nChanged 67
		SP:Iteration 2F (11627.760000 sec): 3 clusters
  Score: Raw -93403.738437 + Penalty 2193.346853 = -91210.391584
  nChanged 43
		SP:Iteration 3F (11627.760000 sec): 3 clusters
  Score: Raw -93452.922461 + Penalty 2193.346853 = -91259.575608
  nChanged 38
		SP:Iteration 4Q (11627.760000 sec): 3 clusters
  Score: Raw -93501.329858 + Penalty 2193.346853 = -91307.983005
  nChanged 37
		SP:Iteration 5Q (11627.760000 sec): 3 clusters
  Score: Raw -93567.913648 + Penalty 2193.346853 = -91374.566795
  nChanged 43
		SP:Iteration 6F (11627.770000 sec): 3 clusters
  Score: Raw -93630.420236 + Penalty 2193.346853 = -91437.073383
  nChanged 42
		SP:Iteration 7Q (11627.770000 sec): 3 clusters
  Score: Raw -93739.538406 + Penalty 2193.346853 = -91546.191553
  nChanged 47
		SP:Iteration 8F (11627.770000 sec): 3 clusters
  Score: Raw -93890.685990 + Penalty 2193.346853 = -91697.339137
  nChanged 48
		SP:Iteration 9F (11627.780000 sec): 3 clusters
  Score: Raw -94046.569248 + Penalty 2193.346853 = -91853.222395
  nChanged 41
		SP:Iteration 10Q (11627.780000 sec): 3 clusters
  Score: Raw -94136.638674 + Penalty 2193.346853 = -91943.291821
  nChanged 16
		SP:Iteration 11Q (11627.780000 sec): 3 clusters
  Score: Raw -94181.040607 + Penalty 2193.346853 = -91987.693754
  nChanged 12
		SP:Iteration 12Q (11627.780000 sec): 3 clusters
  Score: Raw -94198.939589 + Penalty 2193.346853 = -92005.592736
  nChanged 6
		SP:Iteration 13Q (11627.780000 sec): 3 clusters
  Score: Raw -94206.210026 + Penalty 2193.346853 = -92012.863173
  nChanged 0
		SP:Iteration 14F (11627.780000 sec): 3 clusters
  Score: Raw -94206.210026 + Penalty 2193.346853 = -92012.863173
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (31593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11627.880000 sec): 2 clusters
  Score: Raw -3715682.463316 + Penalty 1683.612264 = -3713998.851052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11627.970000 sec): 3 clusters
  Score: Raw -3695983.230048 + Penalty 3367.224528 = -3692616.005520
  nChanged 14690
		SP:Iteration 1F (11628.050000 sec): 3 clusters
  Score: Raw -3704401.314257 + Penalty 3367.224528 = -3701034.089729
  nChanged 1436
		SP:Iteration 2Q (11628.140000 sec): 3 clusters
  Score: Raw -3704875.366025 + Penalty 3367.224528 = -3701508.141496
  nChanged 1458
		SP:Iteration 3Q (11628.220000 sec): 3 clusters
  Score: Raw -3705426.063787 + Penalty 3367.224528 = -3702058.839259
  nChanged 1637
		SP:Iteration 4F (11628.310000 sec): 3 clusters
  Score: Raw -3706178.987910 + Penalty 3367.224528 = -3702811.763382
  nChanged 1846
		SP:Iteration 5F (11628.390000 sec): 3 clusters
  Score: Raw -3707166.461085 + Penalty 3367.224528 = -3703799.236557
  nChanged 1968
		SP:Iteration 6F (11628.470000 sec): 3 clusters
  Score: Raw -3708326.432802 + Penalty 3367.224528 = -3704959.208274
  nChanged 1984
		SP:Iteration 7F (11628.560000 sec): 3 clusters
  Score: Raw -3709600.003317 + Penalty 3367.224528 = -3706232.778788
  nChanged 1909
		SP:Iteration 8F (11628.640000 sec): 3 clusters
  Score: Raw -3710900.697775 + Penalty 3367.224528 = -3707533.473247
  nChanged 1697
		SP:Iteration 9F (11628.720000 sec): 3 clusters
  Score: Raw -3712126.158173 + Penalty 3367.224528 = -3708758.933645
  nChanged 1439
		SP:Iteration 10Q (11628.810000 sec): 3 clusters
  Score: Raw -3713216.796988 + Penalty 3367.224528 = -3709849.572460
  nChanged 1161
		SP:Iteration 11Q (11628.890000 sec): 3 clusters
  Score: Raw -3714084.235091 + Penalty 3367.224528 = -3710717.010563
  nChanged 849
		SP:Iteration 12Q (11628.970000 sec): 3 clusters
  Score: Raw -3714693.217644 + Penalty 3367.224528 = -3711325.993115
  nChanged 644
		SP:Iteration 13Q (11629.050000 sec): 3 clusters
  Score: Raw -3715123.627090 + Penalty 3367.224528 = -3711756.402562
  nChanged 471
		SP:Iteration 14Q (11629.120000 sec): 3 clusters
  Score: Raw -3715411.984304 + Penalty 3367.224528 = -3712044.759775
  nChanged 301
		SP:Iteration 15Q (11629.190000 sec): 3 clusters
  Score: Raw -3715576.497881 + Penalty 3367.224528 = -3712209.273353
  nChanged 201
		SP:Iteration 16Q (11629.260000 sec): 3 clusters
  Score: Raw -3715680.968294 + Penalty 3367.224528 = -3712313.743765
  nChanged 148
		SP:Iteration 17Q (11629.330000 sec): 3 clusters
  Score: Raw -3715767.896794 + Penalty 3367.224528 = -3712400.672265
  nChanged 110
		SP:Iteration 18Q (11629.400000 sec): 3 clusters
  Score: Raw -3715834.329384 + Penalty 3367.224528 = -3712467.104856
  nChanged 90
		SP:Iteration 19Q (11629.460000 sec): 3 clusters
  Score: Raw -3715885.865848 + Penalty 3367.224528 = -3712518.641320
  nChanged 71
		SP:Iteration 20F (11629.540000 sec): 3 clusters
  Score: Raw -3715924.591411 + Penalty 3367.224528 = -3712557.366883
  nChanged 62
		SP:Iteration 21Q (11629.610000 sec): 3 clusters
  Score: Raw -3715960.416385 + Penalty 3367.224528 = -3712593.191857
  nChanged 41
		SP:Iteration 22Q (11629.670000 sec): 3 clusters
  Score: Raw -3715980.185072 + Penalty 3367.224528 = -3712612.960544
  nChanged 35
		SP:Iteration 23Q (11629.730000 sec): 3 clusters
  Score: Raw -3716001.638056 + Penalty 3367.224528 = -3712634.413528
  nChanged 24
		SP:Iteration 24Q (11629.790000 sec): 3 clusters
  Score: Raw -3716014.849739 + Penalty 3367.224528 = -3712647.625210
  nChanged 22
		SP:Iteration 25Q (11629.860000 sec): 3 clusters
  Score: Raw -3716026.844186 + Penalty 3367.224528 = -3712659.619658
  nChanged 25
		SP:Iteration 26Q (11629.920000 sec): 3 clusters
  Score: Raw -3716038.493123 + Penalty 3367.224528 = -3712671.268594
  nChanged 17
		SP:Iteration 27Q (11629.980000 sec): 3 clusters
  Score: Raw -3716045.454449 + Penalty 3367.224528 = -3712678.229921
  nChanged 15
		SP:Iteration 28Q (11630.040000 sec): 3 clusters
  Score: Raw -3716051.909573 + Penalty 3367.224528 = -3712684.685045
  nChanged 15
		SP:Iteration 29Q (11630.100000 sec): 3 clusters
  Score: Raw -3716059.419659 + Penalty 3367.224528 = -3712692.195131
  nChanged 10
		SP:Iteration 30Q (11630.160000 sec): 3 clusters
  Score: Raw -3716064.691794 + Penalty 3367.224528 = -3712697.467265
  nChanged 13
		SP:Iteration 31Q (11630.220000 sec): 3 clusters
  Score: Raw -3716068.761756 + Penalty 3367.224528 = -3712701.537228
  nChanged 5
		SP:Iteration 32Q (11630.290000 sec): 3 clusters
  Score: Raw -3716071.092798 + Penalty 3367.224528 = -3712703.868270
  nChanged 2
		SP:Iteration 33Q (11630.350000 sec): 3 clusters
  Score: Raw -3716072.029371 + Penalty 3367.224528 = -3712704.804843
  nChanged 1
		SP:Iteration 34Q (11630.410000 sec): 3 clusters
  Score: Raw -3716072.321824 + Penalty 3367.224528 = -3712705.097296
  nChanged 1
		SP:Iteration 35Q (11630.470000 sec): 3 clusters
  Score: Raw -3716072.451780 + Penalty 3367.224528 = -3712705.227252
  nChanged 0
		SP:Iteration 36F (11630.550000 sec): 3 clusters
  Score: Raw -3716072.451780 + Penalty 3367.224528 = -3712705.227252
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (7995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11630.590000 sec): 2 clusters
  Score: Raw -927576.588852 + Penalty 1460.317889 = -926116.270963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11630.610000 sec): 3 clusters
  Score: Raw -923112.609841 + Penalty 2920.635778 = -920191.974063
  nChanged 3380
		SP:Iteration 1F (11630.630000 sec): 3 clusters
  Score: Raw -924886.346798 + Penalty 2920.635778 = -921965.711019
  nChanged 500
		SP:Iteration 2F (11630.650000 sec): 3 clusters
  Score: Raw -925107.954801 + Penalty 2920.635778 = -922187.319023
  nChanged 420
		SP:Iteration 3F (11630.670000 sec): 3 clusters
  Score: Raw -925266.973620 + Penalty 2920.635778 = -922346.337842
  nChanged 308
		SP:Iteration 4Q (11630.690000 sec): 3 clusters
  Score: Raw -925377.991858 + Penalty 2920.635778 = -922457.356080
  nChanged 266
		SP:Iteration 5Q (11630.710000 sec): 3 clusters
  Score: Raw -925470.806547 + Penalty 2920.635778 = -922550.170769
  nChanged 246
		SP:Iteration 6Q (11630.730000 sec): 3 clusters
  Score: Raw -925556.055813 + Penalty 2920.635778 = -922635.420035
  nChanged 247
		SP:Iteration 7Q (11630.750000 sec): 3 clusters
  Score: Raw -925639.519635 + Penalty 2920.635778 = -922718.883857
  nChanged 200
		SP:Iteration 8Q (11630.770000 sec): 3 clusters
  Score: Raw -925712.430324 + Penalty 2920.635778 = -922791.794545
  nChanged 205
		SP:Iteration 9Q (11630.790000 sec): 3 clusters
  Score: Raw -925793.265488 + Penalty 2920.635778 = -922872.629710
  nChanged 213
		SP:Iteration 10Q (11630.810000 sec): 3 clusters
  Score: Raw -925876.317945 + Penalty 2920.635778 = -922955.682167
  nChanged 217
		SP:Iteration 11Q (11630.830000 sec): 3 clusters
  Score: Raw -925962.647744 + Penalty 2920.635778 = -923042.011966
  nChanged 216
		SP:Iteration 12Q (11630.850000 sec): 3 clusters
  Score: Raw -926035.220559 + Penalty 2920.635778 = -923114.584781
  nChanged 175
		SP:Iteration 13Q (11630.870000 sec): 3 clusters
  Score: Raw -926088.902396 + Penalty 2920.635778 = -923168.266617
  nChanged 162
		SP:Iteration 14Q (11630.890000 sec): 3 clusters
  Score: Raw -926143.182457 + Penalty 2920.635778 = -923222.546678
  nChanged 157
		SP:Iteration 15Q (11630.910000 sec): 3 clusters
  Score: Raw -926190.066866 + Penalty 2920.635778 = -923269.431088
  nChanged 146
		SP:Iteration 16Q (11630.930000 sec): 3 clusters
  Score: Raw -926236.138137 + Penalty 2920.635778 = -923315.502359
  nChanged 137
		SP:Iteration 17Q (11630.950000 sec): 3 clusters
  Score: Raw -926279.366433 + Penalty 2920.635778 = -923358.730655
  nChanged 140
		SP:Iteration 18Q (11630.970000 sec): 3 clusters
  Score: Raw -926324.257437 + Penalty 2920.635778 = -923403.621659
  nChanged 144
		SP:Iteration 19Q (11630.990000 sec): 3 clusters
  Score: Raw -926371.157812 + Penalty 2920.635778 = -923450.522034
  nChanged 127
		SP:Iteration 20F (11631.010000 sec): 3 clusters
  Score: Raw -926410.372646 + Penalty 2920.635778 = -923489.736868
  nChanged 109
		SP:Iteration 21Q (11631.030000 sec): 3 clusters
  Score: Raw -926444.507264 + Penalty 2920.635778 = -923523.871486
  nChanged 130
		SP:Iteration 22Q (11631.050000 sec): 3 clusters
  Score: Raw -926485.099098 + Penalty 2920.635778 = -923564.463320
  nChanged 136
		SP:Iteration 23Q (11631.070000 sec): 3 clusters
  Score: Raw -926525.895020 + Penalty 2920.635778 = -923605.259242
  nChanged 137
		SP:Iteration 24Q (11631.090000 sec): 3 clusters
  Score: Raw -926576.401083 + Penalty 2920.635778 = -923655.765304
  nChanged 151
		SP:Iteration 25Q (11631.110000 sec): 3 clusters
  Score: Raw -926630.319886 + Penalty 2920.635778 = -923709.684108
  nChanged 138
		SP:Iteration 26Q (11631.130000 sec): 3 clusters
  Score: Raw -926680.156923 + Penalty 2920.635778 = -923759.521145
  nChanged 147
		SP:Iteration 27Q (11631.150000 sec): 3 clusters
  Score: Raw -926738.565558 + Penalty 2920.635778 = -923817.929780
  nChanged 168
		SP:Iteration 28Q (11631.170000 sec): 3 clusters
  Score: Raw -926817.666987 + Penalty 2920.635778 = -923897.031209
  nChanged 170
		SP:Iteration 29Q (11631.190000 sec): 3 clusters
  Score: Raw -926895.049483 + Penalty 2920.635778 = -923974.413705
  nChanged 171
		SP:Iteration 30Q (11631.210000 sec): 3 clusters
  Score: Raw -926975.850700 + Penalty 2920.635778 = -924055.214922
  nChanged 145
		SP:Iteration 31Q (11631.230000 sec): 3 clusters
  Score: Raw -927042.190515 + Penalty 2920.635778 = -924121.554737
  nChanged 150
		SP:Iteration 32Q (11631.250000 sec): 3 clusters
  Score: Raw -927112.829545 + Penalty 2920.635778 = -924192.193767
  nChanged 125
		SP:Iteration 33Q (11631.270000 sec): 3 clusters
  Score: Raw -927176.872699 + Penalty 2920.635778 = -924256.236921
  nChanged 127
		SP:Iteration 34Q (11631.290000 sec): 3 clusters
  Score: Raw -927250.150013 + Penalty 2920.635778 = -924329.514235
  nChanged 125
		SP:Iteration 35Q (11631.310000 sec): 3 clusters
  Score: Raw -927324.977562 + Penalty 2920.635778 = -924404.341784
  nChanged 122
		SP:Iteration 36Q (11631.330000 sec): 3 clusters
  Score: Raw -927402.004765 + Penalty 2920.635778 = -924481.368987
  nChanged 109
		SP:Iteration 37Q (11631.350000 sec): 3 clusters
  Score: Raw -927470.620631 + Penalty 2920.635778 = -924549.984853
  nChanged 85
		SP:Iteration 38Q (11631.370000 sec): 3 clusters
  Score: Raw -927534.011828 + Penalty 2920.635778 = -924613.376049
  nChanged 66
		SP:Iteration 39Q (11631.390000 sec): 3 clusters
  Score: Raw -927585.514427 + Penalty 2920.635778 = -924664.878649
  nChanged 49
		SP:Iteration 40F (11631.410000 sec): 3 clusters
  Score: Raw -927627.348302 + Penalty 2920.635778 = -924706.712524
  nChanged 47
		SP:Iteration 41Q (11631.430000 sec): 3 clusters
  Score: Raw -927664.608931 + Penalty 2920.635778 = -924743.973153
  nChanged 35
		SP:Iteration 42Q (11631.440000 sec): 3 clusters
  Score: Raw -927688.493160 + Penalty 2920.635778 = -924767.857382
  nChanged 29
		SP:Iteration 43Q (11631.460000 sec): 3 clusters
  Score: Raw -927710.685283 + Penalty 2920.635778 = -924790.049504
  nChanged 15
		SP:Iteration 44Q (11631.480000 sec): 3 clusters
  Score: Raw -927722.374654 + Penalty 2920.635778 = -924801.738876
  nChanged 14
		SP:Iteration 45Q (11631.500000 sec): 3 clusters
  Score: Raw -927732.647747 + Penalty 2920.635778 = -924812.011969
  nChanged 13
		SP:Iteration 46Q (11631.520000 sec): 3 clusters
  Score: Raw -927740.351536 + Penalty 2920.635778 = -924819.715758
  nChanged 10
		SP:Iteration 47Q (11631.530000 sec): 3 clusters
  Score: Raw -927745.948246 + Penalty 2920.635778 = -924825.312467
  nChanged 8
		SP:Iteration 48Q (11631.550000 sec): 3 clusters
  Score: Raw -927752.663584 + Penalty 2920.635778 = -924832.027805
  nChanged 6
		SP:Iteration 49Q (11631.560000 sec): 3 clusters
  Score: Raw -927758.072967 + Penalty 2920.635778 = -924837.437188
  nChanged 9
		SP:Iteration 50Q (11631.580000 sec): 3 clusters
  Score: Raw -927765.722663 + Penalty 2920.635778 = -924845.086885
  nChanged 7
		SP:Iteration 51Q (11631.600000 sec): 3 clusters
  Score: Raw -927769.249652 + Penalty 2920.635778 = -924848.613874
  nChanged 3
		SP:Iteration 52Q (11631.620000 sec): 3 clusters
  Score: Raw -927774.158809 + Penalty 2920.635778 = -924853.523031
  nChanged 10
		SP:Iteration 53Q (11631.630000 sec): 3 clusters
  Score: Raw -927780.771068 + Penalty 2920.635778 = -924860.135290
  nChanged 5
		SP:Iteration 54Q (11631.650000 sec): 3 clusters
  Score: Raw -927786.391027 + Penalty 2920.635778 = -924865.755248
  nChanged 7
		SP:Iteration 55Q (11631.660000 sec): 3 clusters
  Score: Raw -927791.969235 + Penalty 2920.635778 = -924871.333457
  nChanged 3
		SP:Iteration 56Q (11631.680000 sec): 3 clusters
  Score: Raw -927796.700229 + Penalty 2920.635778 = -924876.064450
  nChanged 4
		SP:Iteration 57Q (11631.700000 sec): 3 clusters
  Score: Raw -927800.833327 + Penalty 2920.635778 = -924880.197549
  nChanged 2
		SP:Iteration 58Q (11631.710000 sec): 3 clusters
  Score: Raw -927801.824490 + Penalty 2920.635778 = -924881.188712
  nChanged 3
		SP:Iteration 59Q (11631.730000 sec): 3 clusters
  Score: Raw -927803.885183 + Penalty 2920.635778 = -924883.249405
  nChanged 2
		SP:Iteration 60F (11631.750000 sec): 3 clusters
  Score: Raw -927805.052488 + Penalty 2920.635778 = -924884.416710
  nChanged 2
		SP:Iteration 61Q (11631.760000 sec): 3 clusters
  Score: Raw -927806.829891 + Penalty 2920.635778 = -924886.194113
  nChanged 0
		SP:Iteration 62F (11631.780000 sec): 3 clusters
  Score: Raw -927806.829891 + Penalty 2920.635778 = -924886.194113
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11631.800000 sec): 2 clusters
  Score: Raw -190082.194767 + Penalty 1211.203804 = -188870.990963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11631.800000 sec): 3 clusters
  Score: Raw -189525.541911 + Penalty 2422.407608 = -187103.134303
  nChanged 632
		SP:Iteration 1F (11631.800000 sec): 3 clusters
  Score: Raw -190769.648401 + Penalty 2422.407608 = -188347.240792
  nChanged 273
		SP:Iteration 2F (11631.810000 sec): 3 clusters
  Score: Raw -192706.435741 + Penalty 2422.407608 = -190284.028133
  nChanged 275
		SP:Iteration 3F (11631.810000 sec): 3 clusters
  Score: Raw -193347.950333 + Penalty 2422.407608 = -190925.542725
  nChanged 120
		SP:Iteration 4F (11631.820000 sec): 3 clusters
  Score: Raw -193613.856271 + Penalty 2422.407608 = -191191.448663
  nChanged 48
		SP:Iteration 5Q (11631.820000 sec): 3 clusters
  Score: Raw -193761.336625 + Penalty 2422.407608 = -191338.929017
  nChanged 18
		SP:Iteration 6Q (11631.820000 sec): 3 clusters
  Score: Raw -193814.368075 + Penalty 2422.407608 = -191391.960467
  nChanged 9
		SP:Iteration 7Q (11631.830000 sec): 3 clusters
  Score: Raw -193827.778131 + Penalty 2422.407608 = -191405.370522
  nChanged 6
		SP:Iteration 8Q (11631.830000 sec): 3 clusters
  Score: Raw -193836.730451 + Penalty 2422.407608 = -191414.322842
  nChanged 3
		SP:Iteration 9Q (11631.830000 sec): 3 clusters
  Score: Raw -193839.507323 + Penalty 2422.407608 = -191417.099715
  nChanged 1
		SP:Iteration 10Q (11631.840000 sec): 3 clusters
  Score: Raw -193840.222080 + Penalty 2422.407608 = -191417.814472
  nChanged 0
		SP:Iteration 11F (11631.840000 sec): 3 clusters
  Score: Raw -193840.222080 + Penalty 2422.407608 = -191417.814472
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (22895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11631.920000 sec): 2 clusters
  Score: Raw -2601216.663703 + Penalty 1631.284497 = -2599585.379207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11631.980000 sec): 3 clusters
  Score: Raw -2587294.392503 + Penalty 3262.568993 = -2584031.823509
  nChanged 10560
		SP:Iteration 1F (11632.040000 sec): 3 clusters
  Score: Raw -2593243.890068 + Penalty 3262.568993 = -2589981.321075
  nChanged 1234
		SP:Iteration 2F (11632.100000 sec): 3 clusters
  Score: Raw -2593775.165113 + Penalty 3262.568993 = -2590512.596120
  nChanged 1281
		SP:Iteration 3F (11632.160000 sec): 3 clusters
  Score: Raw -2594432.560388 + Penalty 3262.568993 = -2591169.991395
  nChanged 1541
		SP:Iteration 4F (11632.220000 sec): 3 clusters
  Score: Raw -2595455.265749 + Penalty 3262.568993 = -2592192.696755
  nChanged 1686
		SP:Iteration 5F (11632.280000 sec): 3 clusters
  Score: Raw -2596683.646528 + Penalty 3262.568993 = -2593421.077535
  nChanged 1615
		SP:Iteration 6F (11632.340000 sec): 3 clusters
  Score: Raw -2597921.654325 + Penalty 3262.568993 = -2594659.085332
  nChanged 1317
		SP:Iteration 7F (11632.400000 sec): 3 clusters
  Score: Raw -2598879.628141 + Penalty 3262.568993 = -2595617.059148
  nChanged 1023
		SP:Iteration 8Q (11632.460000 sec): 3 clusters
  Score: Raw -2599648.681047 + Penalty 3262.568993 = -2596386.112054
  nChanged 767
		SP:Iteration 9Q (11632.520000 sec): 3 clusters
  Score: Raw -2600254.853464 + Penalty 3262.568993 = -2596992.284471
  nChanged 523
		SP:Iteration 10Q (11632.570000 sec): 3 clusters
  Score: Raw -2600672.756387 + Penalty 3262.568993 = -2597410.187394
  nChanged 342
		SP:Iteration 11Q (11632.630000 sec): 3 clusters
  Score: Raw -2600935.983631 + Penalty 3262.568993 = -2597673.414638
  nChanged 238
		SP:Iteration 12Q (11632.680000 sec): 3 clusters
  Score: Raw -2601143.406417 + Penalty 3262.568993 = -2597880.837424
  nChanged 161
		SP:Iteration 13Q (11632.740000 sec): 3 clusters
  Score: Raw -2601271.511618 + Penalty 3262.568993 = -2598008.942625
  nChanged 84
		SP:Iteration 14Q (11632.780000 sec): 3 clusters
  Score: Raw -2601333.147990 + Penalty 3262.568993 = -2598070.578997
  nChanged 56
		SP:Iteration 15Q (11632.830000 sec): 3 clusters
  Score: Raw -2601379.300182 + Penalty 3262.568993 = -2598116.731189
  nChanged 37
		SP:Iteration 16Q (11632.880000 sec): 3 clusters
  Score: Raw -2601411.947254 + Penalty 3262.568993 = -2598149.378261
  nChanged 27
		SP:Iteration 17Q (11632.930000 sec): 3 clusters
  Score: Raw -2601439.986426 + Penalty 3262.568993 = -2598177.417433
  nChanged 20
		SP:Iteration 18Q (11632.970000 sec): 3 clusters
  Score: Raw -2601457.525542 + Penalty 3262.568993 = -2598194.956549
  nChanged 11
		SP:Iteration 19Q (11633.020000 sec): 3 clusters
  Score: Raw -2601470.866668 + Penalty 3262.568993 = -2598208.297675
  nChanged 6
		SP:Iteration 20F (11633.080000 sec): 3 clusters
  Score: Raw -2601475.323565 + Penalty 3262.568993 = -2598212.754572
  nChanged 7
		SP:Iteration 21Q (11633.120000 sec): 3 clusters
  Score: Raw -2601480.777808 + Penalty 3262.568993 = -2598218.208815
  nChanged 4
		SP:Iteration 22Q (11633.170000 sec): 3 clusters
  Score: Raw -2601485.672585 + Penalty 3262.568993 = -2598223.103592
  nChanged 6
		SP:Iteration 23Q (11633.220000 sec): 3 clusters
  Score: Raw -2601491.689895 + Penalty 3262.568993 = -2598229.120902
  nChanged 7
		SP:Iteration 24Q (11633.260000 sec): 3 clusters
  Score: Raw -2601501.370046 + Penalty 3262.568993 = -2598238.801053
  nChanged 6
		SP:Iteration 25Q (11633.300000 sec): 3 clusters
  Score: Raw -2601505.671930 + Penalty 3262.568993 = -2598243.102937
  nChanged 3
		SP:Iteration 26Q (11633.350000 sec): 3 clusters
  Score: Raw -2601508.908118 + Penalty 3262.568993 = -2598246.339125
  nChanged 3
		SP:Iteration 27Q (11633.400000 sec): 3 clusters
  Score: Raw -2601511.809996 + Penalty 3262.568993 = -2598249.241003
  nChanged 3
		SP:Iteration 28Q (11633.440000 sec): 3 clusters
  Score: Raw -2601513.424273 + Penalty 3262.568993 = -2598250.855280
  nChanged 0
		SP:Iteration 29F (11633.500000 sec): 3 clusters
  Score: Raw -2601513.424273 + Penalty 3262.568993 = -2598250.855280
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (37540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11633.600000 sec): 2 clusters
  Score: Raw -4039130.670802 + Penalty 1711.638875 = -4037419.031926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11633.700000 sec): 3 clusters
  Score: Raw -4015546.564239 + Penalty 3423.277751 = -4012123.286488
  nChanged 17398
		SP:Iteration 1F (11633.800000 sec): 3 clusters
  Score: Raw -4026137.416253 + Penalty 3423.277751 = -4022714.138502
  nChanged 2329
		SP:Iteration 2F (11633.900000 sec): 3 clusters
  Score: Raw -4027401.846434 + Penalty 3423.277751 = -4023978.568683
  nChanged 2365
		SP:Iteration 3F (11634.000000 sec): 3 clusters
  Score: Raw -4028776.074723 + Penalty 3423.277751 = -4025352.796972
  nChanged 2307
		SP:Iteration 4F (11634.100000 sec): 3 clusters
  Score: Raw -4030062.674496 + Penalty 3423.277751 = -4026639.396745
  nChanged 2241
		SP:Iteration 5F (11634.200000 sec): 3 clusters
  Score: Raw -4031327.885606 + Penalty 3423.277751 = -4027904.607855
  nChanged 2037
		SP:Iteration 6F (11634.300000 sec): 3 clusters
  Score: Raw -4032464.565241 + Penalty 3423.277751 = -4029041.287490
  nChanged 1828
		SP:Iteration 7Q (11634.400000 sec): 3 clusters
  Score: Raw -4033391.937908 + Penalty 3423.277751 = -4029968.660158
  nChanged 1634
		SP:Iteration 8Q (11634.500000 sec): 3 clusters
  Score: Raw -4034134.350564 + Penalty 3423.277751 = -4030711.072813
  nChanged 1363
		SP:Iteration 9Q (11634.600000 sec): 3 clusters
  Score: Raw -4034691.649652 + Penalty 3423.277751 = -4031268.371901
  nChanged 1116
		SP:Iteration 10Q (11634.700000 sec): 3 clusters
  Score: Raw -4035108.129081 + Penalty 3423.277751 = -4031684.851330
  nChanged 966
		SP:Iteration 11Q (11634.800000 sec): 3 clusters
  Score: Raw -4035471.373582 + Penalty 3423.277751 = -4032048.095832
  nChanged 887
		SP:Iteration 12Q (11634.890000 sec): 3 clusters
  Score: Raw -4035840.359226 + Penalty 3423.277751 = -4032417.081475
  nChanged 824
		SP:Iteration 13Q (11634.990000 sec): 3 clusters
  Score: Raw -4036155.119799 + Penalty 3423.277751 = -4032731.842048
  nChanged 760
		SP:Iteration 14Q (11635.090000 sec): 3 clusters
  Score: Raw -4036407.658888 + Penalty 3423.277751 = -4032984.381137
  nChanged 628
		SP:Iteration 15Q (11635.180000 sec): 3 clusters
  Score: Raw -4036589.800073 + Penalty 3423.277751 = -4033166.522322
  nChanged 527
		SP:Iteration 16Q (11635.280000 sec): 3 clusters
  Score: Raw -4036727.697512 + Penalty 3423.277751 = -4033304.419761
  nChanged 474
		SP:Iteration 17Q (11635.380000 sec): 3 clusters
  Score: Raw -4036835.297765 + Penalty 3423.277751 = -4033412.020014
  nChanged 419
		SP:Iteration 18Q (11635.470000 sec): 3 clusters
  Score: Raw -4036927.798412 + Penalty 3423.277751 = -4033504.520662
  nChanged 405
		SP:Iteration 19Q (11635.570000 sec): 3 clusters
  Score: Raw -4037007.168895 + Penalty 3423.277751 = -4033583.891144
  nChanged 357
		SP:Iteration 20F (11635.670000 sec): 3 clusters
  Score: Raw -4037074.311284 + Penalty 3423.277751 = -4033651.033533
  nChanged 357
		SP:Iteration 21Q (11635.760000 sec): 3 clusters
  Score: Raw -4037144.079962 + Penalty 3423.277751 = -4033720.802211
  nChanged 354
		SP:Iteration 22Q (11635.860000 sec): 3 clusters
  Score: Raw -4037216.534193 + Penalty 3423.277751 = -4033793.256443
  nChanged 373
		SP:Iteration 23Q (11635.950000 sec): 3 clusters
  Score: Raw -4037297.920648 + Penalty 3423.277751 = -4033874.642897
  nChanged 404
		SP:Iteration 24Q (11636.050000 sec): 3 clusters
  Score: Raw -4037389.049975 + Penalty 3423.277751 = -4033965.772224
  nChanged 431
		SP:Iteration 25Q (11636.150000 sec): 3 clusters
  Score: Raw -4037485.774183 + Penalty 3423.277751 = -4034062.496432
  nChanged 448
		SP:Iteration 26Q (11636.240000 sec): 3 clusters
  Score: Raw -4037588.646632 + Penalty 3423.277751 = -4034165.368881
  nChanged 463
		SP:Iteration 27Q (11636.330000 sec): 3 clusters
  Score: Raw -4037708.978290 + Penalty 3423.277751 = -4034285.700539
  nChanged 501
		SP:Iteration 28Q (11636.430000 sec): 3 clusters
  Score: Raw -4037852.182430 + Penalty 3423.277751 = -4034428.904679
  nChanged 549
		SP:Iteration 29Q (11636.520000 sec): 3 clusters
  Score: Raw -4038013.413474 + Penalty 3423.277751 = -4034590.135723
  nChanged 544
		SP:Iteration 30Q (11636.610000 sec): 3 clusters
  Score: Raw -4038178.321722 + Penalty 3423.277751 = -4034755.043972
  nChanged 547
		SP:Iteration 31Q (11636.700000 sec): 3 clusters
  Score: Raw -4038351.734360 + Penalty 3423.277751 = -4034928.456610
  nChanged 577
		SP:Iteration 32Q (11636.790000 sec): 3 clusters
  Score: Raw -4038554.916796 + Penalty 3423.277751 = -4035131.639045
  nChanged 618
		SP:Iteration 33Q (11636.890000 sec): 3 clusters
  Score: Raw -4038799.132127 + Penalty 3423.277751 = -4035375.854376
  nChanged 640
		SP:Iteration 34Q (11636.980000 sec): 3 clusters
  Score: Raw -4039067.932291 + Penalty 3423.277751 = -4035644.654540
  nChanged 659
		SP:Iteration 35Q (11637.070000 sec): 3 clusters
  Score: Raw -4039370.585408 + Penalty 3423.277751 = -4035947.307658
  nChanged 629
		SP:Iteration 36Q (11637.160000 sec): 3 clusters
  Score: Raw -4039651.328494 + Penalty 3423.277751 = -4036228.050743
  nChanged 601
		SP:Iteration 37Q (11637.250000 sec): 3 clusters
  Score: Raw -4039902.918705 + Penalty 3423.277751 = -4036479.640954
  nChanged 544
		SP:Iteration 38Q (11637.330000 sec): 3 clusters
  Score: Raw -4040134.698529 + Penalty 3423.277751 = -4036711.420778
  nChanged 501
		SP:Iteration 39Q (11637.420000 sec): 3 clusters
  Score: Raw -4040342.080176 + Penalty 3423.277751 = -4036918.802425
  nChanged 470
		SP:Iteration 40F (11637.520000 sec): 3 clusters
  Score: Raw -4040554.082880 + Penalty 3423.277751 = -4037130.805129
  nChanged 425
		SP:Iteration 41Q (11637.610000 sec): 3 clusters
  Score: Raw -4040735.975099 + Penalty 3423.277751 = -4037312.697349
  nChanged 352
		SP:Iteration 42Q (11637.690000 sec): 3 clusters
  Score: Raw -4040874.865166 + Penalty 3423.277751 = -4037451.587416
  nChanged 282
		SP:Iteration 43Q (11637.770000 sec): 3 clusters
  Score: Raw -4040977.246684 + Penalty 3423.277751 = -4037553.968934
  nChanged 226
		SP:Iteration 44Q (11637.850000 sec): 3 clusters
  Score: Raw -4041063.043385 + Penalty 3423.277751 = -4037639.765634
  nChanged 188
		SP:Iteration 45Q (11637.930000 sec): 3 clusters
  Score: Raw -4041135.190299 + Penalty 3423.277751 = -4037711.912549
  nChanged 190
		SP:Iteration 46Q (11638.010000 sec): 3 clusters
  Score: Raw -4041203.630769 + Penalty 3423.277751 = -4037780.353018
  nChanged 140
		SP:Iteration 47Q (11638.090000 sec): 3 clusters
  Score: Raw -4041246.521782 + Penalty 3423.277751 = -4037823.244031
  nChanged 111
		SP:Iteration 48Q (11638.170000 sec): 3 clusters
  Score: Raw -4041277.768062 + Penalty 3423.277751 = -4037854.490311
  nChanged 103
		SP:Iteration 49Q (11638.250000 sec): 3 clusters
  Score: Raw -4041310.551655 + Penalty 3423.277751 = -4037887.273904
  nChanged 102
		SP:Iteration 50Q (11638.330000 sec): 3 clusters
  Score: Raw -4041344.102759 + Penalty 3423.277751 = -4037920.825008
  nChanged 91
		SP:Iteration 51Q (11638.400000 sec): 3 clusters
  Score: Raw -4041372.922369 + Penalty 3423.277751 = -4037949.644618
  nChanged 70
		SP:Iteration 52Q (11638.480000 sec): 3 clusters
  Score: Raw -4041395.198471 + Penalty 3423.277751 = -4037971.920721
  nChanged 60
		SP:Iteration 53Q (11638.560000 sec): 3 clusters
  Score: Raw -4041409.262462 + Penalty 3423.277751 = -4037985.984711
  nChanged 43
		SP:Iteration 54Q (11638.630000 sec): 3 clusters
  Score: Raw -4041426.510879 + Penalty 3423.277751 = -4038003.233128
  nChanged 57
		SP:Iteration 55Q (11638.710000 sec): 3 clusters
  Score: Raw -4041445.344486 + Penalty 3423.277751 = -4038022.066735
  nChanged 51
		SP:Iteration 56Q (11638.790000 sec): 3 clusters
  Score: Raw -4041465.170184 + Penalty 3423.277751 = -4038041.892433
  nChanged 59
		SP:Iteration 57Q (11638.860000 sec): 3 clusters
  Score: Raw -4041496.516678 + Penalty 3423.277751 = -4038073.238927
  nChanged 76
		SP:Iteration 58Q (11638.940000 sec): 3 clusters
  Score: Raw -4041526.225187 + Penalty 3423.277751 = -4038102.947436
  nChanged 63
		SP:Iteration 59Q (11639.010000 sec): 3 clusters
  Score: Raw -4041553.664305 + Penalty 3423.277751 = -4038130.386554
  nChanged 70
		SP:Iteration 60F (11639.110000 sec): 3 clusters
  Score: Raw -4041591.888050 + Penalty 3423.277751 = -4038168.610299
  nChanged 74
		SP:Iteration 61Q (11639.190000 sec): 3 clusters
  Score: Raw -4041635.108433 + Penalty 3423.277751 = -4038211.830682
  nChanged 71
		SP:Iteration 62Q (11639.270000 sec): 3 clusters
  Score: Raw -4041669.392708 + Penalty 3423.277751 = -4038246.114957
  nChanged 65
		SP:Iteration 63Q (11639.340000 sec): 3 clusters
  Score: Raw -4041692.301494 + Penalty 3423.277751 = -4038269.023743
  nChanged 53
		SP:Iteration 64Q (11639.410000 sec): 3 clusters
  Score: Raw -4041709.382442 + Penalty 3423.277751 = -4038286.104691
  nChanged 43
		SP:Iteration 65Q (11639.490000 sec): 3 clusters
  Score: Raw -4041722.389882 + Penalty 3423.277751 = -4038299.112131
  nChanged 44
		SP:Iteration 66Q (11639.560000 sec): 3 clusters
  Score: Raw -4041732.185810 + Penalty 3423.277751 = -4038308.908059
  nChanged 30
		SP:Iteration 67Q (11639.640000 sec): 3 clusters
  Score: Raw -4041739.100561 + Penalty 3423.277751 = -4038315.822810
  nChanged 24
		SP:Iteration 68Q (11639.710000 sec): 3 clusters
  Score: Raw -4041745.097539 + Penalty 3423.277751 = -4038321.819788
  nChanged 20
		SP:Iteration 69Q (11639.790000 sec): 3 clusters
  Score: Raw -4041748.373569 + Penalty 3423.277751 = -4038325.095819
  nChanged 9
		SP:Iteration 70Q (11639.860000 sec): 3 clusters
  Score: Raw -4041750.410857 + Penalty 3423.277751 = -4038327.133106
  nChanged 6
		SP:Iteration 71Q (11639.930000 sec): 3 clusters
  Score: Raw -4041751.381857 + Penalty 3423.277751 = -4038328.104106
  nChanged 10
		SP:Iteration 72Q (11640.010000 sec): 3 clusters
  Score: Raw -4041752.624521 + Penalty 3423.277751 = -4038329.346770
  nChanged 4
		SP:Iteration 73Q (11640.080000 sec): 3 clusters
  Score: Raw -4041753.065203 + Penalty 3423.277751 = -4038329.787453
  nChanged 1
		SP:Iteration 74Q (11640.150000 sec): 3 clusters
  Score: Raw -4041753.197445 + Penalty 3423.277751 = -4038329.919695
  nChanged 1
		SP:Iteration 75Q (11640.230000 sec): 3 clusters
  Score: Raw -4041753.280951 + Penalty 3423.277751 = -4038330.003200
  nChanged 0
		SP:Iteration 76F (11640.330000 sec): 3 clusters
  Score: Raw -4041753.280951 + Penalty 3423.277751 = -4038330.003200
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11640.360000 sec): 2 clusters
  Score: Raw -409527.645332 + Penalty 1331.696875 = -408195.948457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11640.370000 sec): 3 clusters
  Score: Raw -407749.511160 + Penalty 2663.393750 = -405086.117410
  nChanged 1386
		SP:Iteration 1F (11640.380000 sec): 3 clusters
  Score: Raw -408594.281861 + Penalty 2663.393750 = -405930.888111
  nChanged 299
		SP:Iteration 2F (11640.390000 sec): 3 clusters
  Score: Raw -408797.043287 + Penalty 2663.393750 = -406133.649537
  nChanged 219
		SP:Iteration 3F (11640.400000 sec): 3 clusters
  Score: Raw -408934.050238 + Penalty 2663.393750 = -406270.656488
  nChanged 153
		SP:Iteration 4Q (11640.410000 sec): 3 clusters
  Score: Raw -409021.360179 + Penalty 2663.393750 = -406357.966429
  nChanged 129
		SP:Iteration 5Q (11640.420000 sec): 3 clusters
  Score: Raw -409099.449162 + Penalty 2663.393750 = -406436.055412
  nChanged 123
		SP:Iteration 6Q (11640.430000 sec): 3 clusters
  Score: Raw -409170.916578 + Penalty 2663.393750 = -406507.522829
  nChanged 107
		SP:Iteration 7Q (11640.430000 sec): 3 clusters
  Score: Raw -409227.399278 + Penalty 2663.393750 = -406564.005528
  nChanged 76
		SP:Iteration 8Q (11640.440000 sec): 3 clusters
  Score: Raw -409259.911353 + Penalty 2663.393750 = -406596.517603
  nChanged 64
		SP:Iteration 9Q (11640.450000 sec): 3 clusters
  Score: Raw -409288.454306 + Penalty 2663.393750 = -406625.060557
  nChanged 62
		SP:Iteration 10Q (11640.460000 sec): 3 clusters
  Score: Raw -409325.892759 + Penalty 2663.393750 = -406662.499010
  nChanged 66
		SP:Iteration 11Q (11640.470000 sec): 3 clusters
  Score: Raw -409363.574876 + Penalty 2663.393750 = -406700.181127
  nChanged 63
		SP:Iteration 12Q (11640.480000 sec): 3 clusters
  Score: Raw -409395.724265 + Penalty 2663.393750 = -406732.330515
  nChanged 62
		SP:Iteration 13Q (11640.490000 sec): 3 clusters
  Score: Raw -409428.377269 + Penalty 2663.393750 = -406764.983519
  nChanged 50
		SP:Iteration 14Q (11640.500000 sec): 3 clusters
  Score: Raw -409455.082130 + Penalty 2663.393750 = -406791.688381
  nChanged 55
		SP:Iteration 15Q (11640.510000 sec): 3 clusters
  Score: Raw -409486.513451 + Penalty 2663.393750 = -406823.119701
  nChanged 50
		SP:Iteration 16Q (11640.510000 sec): 3 clusters
  Score: Raw -409514.464079 + Penalty 2663.393750 = -406851.070330
  nChanged 51
		SP:Iteration 17Q (11640.520000 sec): 3 clusters
  Score: Raw -409540.646585 + Penalty 2663.393750 = -406877.252835
  nChanged 50
		SP:Iteration 18Q (11640.530000 sec): 3 clusters
  Score: Raw -409568.087257 + Penalty 2663.393750 = -406904.693507
  nChanged 42
		SP:Iteration 19Q (11640.540000 sec): 3 clusters
  Score: Raw -409586.713288 + Penalty 2663.393750 = -406923.319538
  nChanged 39
		SP:Iteration 20F (11640.550000 sec): 3 clusters
  Score: Raw -409604.684162 + Penalty 2663.393750 = -406941.290413
  nChanged 31
		SP:Iteration 21Q (11640.560000 sec): 3 clusters
  Score: Raw -409623.472411 + Penalty 2663.393750 = -406960.078662
  nChanged 34
		SP:Iteration 22Q (11640.570000 sec): 3 clusters
  Score: Raw -409645.404617 + Penalty 2663.393750 = -406982.010868
  nChanged 30
		SP:Iteration 23Q (11640.570000 sec): 3 clusters
  Score: Raw -409661.944473 + Penalty 2663.393750 = -406998.550723
  nChanged 22
		SP:Iteration 24Q (11640.590000 sec): 3 clusters
  Score: Raw -409676.693580 + Penalty 2663.393750 = -407013.299831
  nChanged 25
		SP:Iteration 25Q (11640.590000 sec): 3 clusters
  Score: Raw -409688.547354 + Penalty 2663.393750 = -407025.153605
  nChanged 17
		SP:Iteration 26Q (11640.600000 sec): 3 clusters
  Score: Raw -409693.326598 + Penalty 2663.393750 = -407029.932848
  nChanged 12
		SP:Iteration 27Q (11640.610000 sec): 3 clusters
  Score: Raw -409698.740555 + Penalty 2663.393750 = -407035.346806
  nChanged 13
		SP:Iteration 28Q (11640.620000 sec): 3 clusters
  Score: Raw -409705.491262 + Penalty 2663.393750 = -407042.097512
  nChanged 14
		SP:Iteration 29Q (11640.630000 sec): 3 clusters
  Score: Raw -409711.383977 + Penalty 2663.393750 = -407047.990227
  nChanged 8
		SP:Iteration 30Q (11640.630000 sec): 3 clusters
  Score: Raw -409715.152978 + Penalty 2663.393750 = -407051.759229
  nChanged 9
		SP:Iteration 31Q (11640.640000 sec): 3 clusters
  Score: Raw -409719.157839 + Penalty 2663.393750 = -407055.764089
  nChanged 10
		SP:Iteration 32Q (11640.650000 sec): 3 clusters
  Score: Raw -409722.886526 + Penalty 2663.393750 = -407059.492777
  nChanged 11
		SP:Iteration 33Q (11640.660000 sec): 3 clusters
  Score: Raw -409726.663630 + Penalty 2663.393750 = -407063.269880
  nChanged 9
		SP:Iteration 34Q (11640.670000 sec): 3 clusters
  Score: Raw -409729.985524 + Penalty 2663.393750 = -407066.591775
  nChanged 8
		SP:Iteration 35Q (11640.680000 sec): 3 clusters
  Score: Raw -409732.391124 + Penalty 2663.393750 = -407068.997374
  nChanged 6
		SP:Iteration 36Q (11640.690000 sec): 3 clusters
  Score: Raw -409734.029718 + Penalty 2663.393750 = -407070.635969
  nChanged 1
		SP:Iteration 37Q (11640.690000 sec): 3 clusters
  Score: Raw -409734.474739 + Penalty 2663.393750 = -407071.080990
  nChanged 0
		SP:Iteration 38F (11640.700000 sec): 3 clusters
  Score: Raw -409734.474739 + Penalty 2663.393750 = -407071.080990
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11641.030000 sec): 2 clusters
  Score: Raw -13003930.850890 + Penalty 1886.513993 = -13002044.336897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11641.330000 sec): 3 clusters
  Score: Raw -12932163.759248 + Penalty 3773.027985 = -12928390.731263
  nChanged 52816
		SP:Iteration 1F (11641.620000 sec): 3 clusters
  Score: Raw -12963004.607365 + Penalty 3773.027985 = -12959231.579379
  nChanged 3704
		SP:Iteration 2Q (11641.910000 sec): 3 clusters
  Score: Raw -12964052.291273 + Penalty 3773.027985 = -12960279.263287
  nChanged 4406
		SP:Iteration 3Q (11642.210000 sec): 3 clusters
  Score: Raw -12965646.661104 + Penalty 3773.027985 = -12961873.633119
  nChanged 5602
		SP:Iteration 4F (11642.500000 sec): 3 clusters
  Score: Raw -12968426.217579 + Penalty 3773.027985 = -12964653.189594
  nChanged 7302
		SP:Iteration 5F (11642.790000 sec): 3 clusters
  Score: Raw -12973273.603018 + Penalty 3773.027985 = -12969500.575033
  nChanged 8638
		SP:Iteration 6F (11643.080000 sec): 3 clusters
  Score: Raw -12980293.379536 + Penalty 3773.027985 = -12976520.351550
  nChanged 8550
		SP:Iteration 7F (11643.370000 sec): 3 clusters
  Score: Raw -12987868.847173 + Penalty 3773.027985 = -12984095.819188
  nChanged 6888
		SP:Iteration 8F (11643.660000 sec): 3 clusters
  Score: Raw -12993985.797489 + Penalty 3773.027985 = -12990212.769504
  nChanged 4551
		SP:Iteration 9Q (11643.940000 sec): 3 clusters
  Score: Raw -12998034.036670 + Penalty 3773.027985 = -12994261.008684
  nChanged 2890
		SP:Iteration 10Q (11644.210000 sec): 3 clusters
  Score: Raw -13000545.768584 + Penalty 3773.027985 = -12996772.740598
  nChanged 1736
		SP:Iteration 11Q (11644.450000 sec): 3 clusters
  Score: Raw -13002024.256457 + Penalty 3773.027985 = -12998251.228471
  nChanged 1137
		SP:Iteration 12Q (11644.690000 sec): 3 clusters
  Score: Raw -13002793.071956 + Penalty 3773.027985 = -12999020.043971
  nChanged 798
		SP:Iteration 13Q (11644.920000 sec): 3 clusters
  Score: Raw -13003216.502661 + Penalty 3773.027985 = -12999443.474676
  nChanged 595
		SP:Iteration 14Q (11645.140000 sec): 3 clusters
  Score: Raw -13003473.120427 + Penalty 3773.027985 = -12999700.092442
  nChanged 457
		SP:Iteration 15Q (11645.360000 sec): 3 clusters
  Score: Raw -13003641.518092 + Penalty 3773.027985 = -12999868.490107
  nChanged 364
		SP:Iteration 16Q (11645.570000 sec): 3 clusters
  Score: Raw -13003768.974524 + Penalty 3773.027985 = -12999995.946539
  nChanged 297
		SP:Iteration 17Q (11645.790000 sec): 3 clusters
  Score: Raw -13003861.027549 + Penalty 3773.027985 = -13000087.999563
  nChanged 258
		SP:Iteration 18Q (11646.010000 sec): 3 clusters
  Score: Raw -13003932.544537 + Penalty 3773.027985 = -13000159.516552
  nChanged 226
		SP:Iteration 19Q (11646.220000 sec): 3 clusters
  Score: Raw -13003993.015498 + Penalty 3773.027985 = -13000219.987513
  nChanged 194
		SP:Iteration 20F (11646.510000 sec): 3 clusters
  Score: Raw -13004043.120463 + Penalty 3773.027985 = -13000270.092478
  nChanged 196
		SP:Iteration 21Q (11646.730000 sec): 3 clusters
  Score: Raw -13004095.698922 + Penalty 3773.027985 = -13000322.670937
  nChanged 175
		SP:Iteration 22Q (11646.930000 sec): 3 clusters
  Score: Raw -13004140.981604 + Penalty 3773.027985 = -13000367.953618
  nChanged 151
		SP:Iteration 23Q (11647.140000 sec): 3 clusters
  Score: Raw -13004178.000660 + Penalty 3773.027985 = -13000404.972675
  nChanged 115
		SP:Iteration 24Q (11647.350000 sec): 3 clusters
  Score: Raw -13004204.203782 + Penalty 3773.027985 = -13000431.175796
  nChanged 95
		SP:Iteration 25Q (11647.560000 sec): 3 clusters
  Score: Raw -13004223.423403 + Penalty 3773.027985 = -13000450.395418
  nChanged 88
		SP:Iteration 26Q (11647.770000 sec): 3 clusters
  Score: Raw -13004241.909893 + Penalty 3773.027985 = -13000468.881908
  nChanged 79
		SP:Iteration 27Q (11647.970000 sec): 3 clusters
  Score: Raw -13004260.475699 + Penalty 3773.027985 = -13000487.447713
  nChanged 69
		SP:Iteration 28Q (11648.180000 sec): 3 clusters
  Score: Raw -13004275.724568 + Penalty 3773.027985 = -13000502.696583
  nChanged 76
		SP:Iteration 29Q (11648.390000 sec): 3 clusters
  Score: Raw -13004290.693755 + Penalty 3773.027985 = -13000517.665770
  nChanged 57
		SP:Iteration 30Q (11648.590000 sec): 3 clusters
  Score: Raw -13004300.929559 + Penalty 3773.027985 = -13000527.901574
  nChanged 46
		SP:Iteration 31Q (11648.800000 sec): 3 clusters
  Score: Raw -13004311.549098 + Penalty 3773.027985 = -13000538.521112
  nChanged 45
		SP:Iteration 32Q (11649.000000 sec): 3 clusters
  Score: Raw -13004320.245312 + Penalty 3773.027985 = -13000547.217326
  nChanged 40
		SP:Iteration 33Q (11649.210000 sec): 3 clusters
  Score: Raw -13004326.771970 + Penalty 3773.027985 = -13000553.743985
  nChanged 28
		SP:Iteration 34Q (11649.420000 sec): 3 clusters
  Score: Raw -13004330.833805 + Penalty 3773.027985 = -13000557.805820
  nChanged 26
		SP:Iteration 35Q (11649.630000 sec): 3 clusters
  Score: Raw -13004335.246295 + Penalty 3773.027985 = -13000562.218309
  nChanged 28
		SP:Iteration 36Q (11649.830000 sec): 3 clusters
  Score: Raw -13004339.165550 + Penalty 3773.027985 = -13000566.137564
  nChanged 18
		SP:Iteration 37Q (11650.040000 sec): 3 clusters
  Score: Raw -13004341.498675 + Penalty 3773.027985 = -13000568.470690
  nChanged 10
		SP:Iteration 38Q (11650.240000 sec): 3 clusters
  Score: Raw -13004343.283491 + Penalty 3773.027985 = -13000570.255506
  nChanged 7
		SP:Iteration 39Q (11650.450000 sec): 3 clusters
  Score: Raw -13004344.169499 + Penalty 3773.027985 = -13000571.141513
  nChanged 7
		SP:Iteration 40F (11650.730000 sec): 3 clusters
  Score: Raw -13004345.530744 + Penalty 3773.027985 = -13000572.502759
  nChanged 15
		SP:Iteration 41Q (11650.930000 sec): 3 clusters
  Score: Raw -13004347.446261 + Penalty 3773.027985 = -13000574.418276
  nChanged 11
		SP:Iteration 42Q (11651.140000 sec): 3 clusters
  Score: Raw -13004348.779042 + Penalty 3773.027985 = -13000575.751056
  nChanged 12
		SP:Iteration 43Q (11651.350000 sec): 3 clusters
  Score: Raw -13004350.651661 + Penalty 3773.027985 = -13000577.623676
  nChanged 12
		SP:Iteration 44Q (11651.550000 sec): 3 clusters
  Score: Raw -13004352.322265 + Penalty 3773.027985 = -13000579.294279
  nChanged 12
		SP:Iteration 45Q (11651.760000 sec): 3 clusters
  Score: Raw -13004353.543190 + Penalty 3773.027985 = -13000580.515204
  nChanged 9
		SP:Iteration 46Q (11651.970000 sec): 3 clusters
  Score: Raw -13004354.640513 + Penalty 3773.027985 = -13000581.612527
  nChanged 9
		SP:Iteration 47Q (11652.170000 sec): 3 clusters
  Score: Raw -13004355.708214 + Penalty 3773.027985 = -13000582.680229
  nChanged 8
		SP:Iteration 48Q (11652.380000 sec): 3 clusters
  Score: Raw -13004357.192020 + Penalty 3773.027985 = -13000584.164034
  nChanged 6
		SP:Iteration 49Q (11652.590000 sec): 3 clusters
  Score: Raw -13004358.146472 + Penalty 3773.027985 = -13000585.118486
  nChanged 3
		SP:Iteration 50Q (11652.790000 sec): 3 clusters
  Score: Raw -13004358.442027 + Penalty 3773.027985 = -13000585.414042
  nChanged 3
		SP:Iteration 51Q (11652.990000 sec): 3 clusters
  Score: Raw -13004359.151977 + Penalty 3773.027985 = -13000586.123992
  nChanged 3
		SP:Iteration 52Q (11653.200000 sec): 3 clusters
  Score: Raw -13004359.479225 + Penalty 3773.027985 = -13000586.451239
  nChanged 5
		SP:Iteration 53Q (11653.410000 sec): 3 clusters
  Score: Raw -13004360.214586 + Penalty 3773.027985 = -13000587.186600
  nChanged 5
		SP:Iteration 54Q (11653.620000 sec): 3 clusters
  Score: Raw -13004360.800642 + Penalty 3773.027985 = -13000587.772656
  nChanged 0
		SP:Iteration 55F (11653.910000 sec): 3 clusters
  Score: Raw -13004360.800642 + Penalty 3773.027985 = -13000587.772656
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (7216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11653.980000 sec): 2 clusters
  Score: Raw -756711.046929 + Penalty 1443.659110 = -755267.387819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11654.000000 sec): 3 clusters
  Score: Raw -752823.159266 + Penalty 2887.318220 = -749935.841046
  nChanged 3039
		SP:Iteration 1F (11654.020000 sec): 3 clusters
  Score: Raw -754667.575284 + Penalty 2887.318220 = -751780.257064
  nChanged 587
		SP:Iteration 2F (11654.030000 sec): 3 clusters
  Score: Raw -755160.567765 + Penalty 2887.318220 = -752273.249545
  nChanged 590
		SP:Iteration 3F (11654.050000 sec): 3 clusters
  Score: Raw -755707.616419 + Penalty 2887.318220 = -752820.298199
  nChanged 541
		SP:Iteration 4F (11654.070000 sec): 3 clusters
  Score: Raw -756233.133462 + Penalty 2887.318220 = -753345.815242
  nChanged 522
		SP:Iteration 5F (11654.090000 sec): 3 clusters
  Score: Raw -756728.082309 + Penalty 2887.318220 = -753840.764089
  nChanged 424
		SP:Iteration 6F (11654.110000 sec): 3 clusters
  Score: Raw -757129.903329 + Penalty 2887.318220 = -754242.585109
  nChanged 334
		SP:Iteration 7Q (11654.130000 sec): 3 clusters
  Score: Raw -757372.988116 + Penalty 2887.318220 = -754485.669896
  nChanged 262
		SP:Iteration 8Q (11654.140000 sec): 3 clusters
  Score: Raw -757506.755246 + Penalty 2887.318220 = -754619.437026
  nChanged 149
		SP:Iteration 9Q (11654.160000 sec): 3 clusters
  Score: Raw -757568.714802 + Penalty 2887.318220 = -754681.396582
  nChanged 95
		SP:Iteration 10Q (11654.180000 sec): 3 clusters
  Score: Raw -757602.751799 + Penalty 2887.318220 = -754715.433579
  nChanged 79
		SP:Iteration 11Q (11654.190000 sec): 3 clusters
  Score: Raw -757624.150328 + Penalty 2887.318220 = -754736.832108
  nChanged 55
		SP:Iteration 12Q (11654.210000 sec): 3 clusters
  Score: Raw -757636.416978 + Penalty 2887.318220 = -754749.098758
  nChanged 31
		SP:Iteration 13Q (11654.230000 sec): 3 clusters
  Score: Raw -757642.435017 + Penalty 2887.318220 = -754755.116797
  nChanged 30
		SP:Iteration 14Q (11654.250000 sec): 3 clusters
  Score: Raw -757647.885670 + Penalty 2887.318220 = -754760.567450
  nChanged 18
		SP:Iteration 15Q (11654.260000 sec): 3 clusters
  Score: Raw -757652.768055 + Penalty 2887.318220 = -754765.449835
  nChanged 21
		SP:Iteration 16Q (11654.280000 sec): 3 clusters
  Score: Raw -757657.315417 + Penalty 2887.318220 = -754769.997197
  nChanged 14
		SP:Iteration 17Q (11654.300000 sec): 3 clusters
  Score: Raw -757659.502822 + Penalty 2887.318220 = -754772.184602
  nChanged 11
		SP:Iteration 18Q (11654.310000 sec): 3 clusters
  Score: Raw -757660.868775 + Penalty 2887.318220 = -754773.550555
  nChanged 15
		SP:Iteration 19Q (11654.330000 sec): 3 clusters
  Score: Raw -757663.427889 + Penalty 2887.318220 = -754776.109669
  nChanged 11
		SP:Iteration 20F (11654.350000 sec): 3 clusters
  Score: Raw -757665.253185 + Penalty 2887.318220 = -754777.934965
  nChanged 11
		SP:Iteration 21Q (11654.370000 sec): 3 clusters
  Score: Raw -757667.370155 + Penalty 2887.318220 = -754780.051934
  nChanged 9
		SP:Iteration 22Q (11654.380000 sec): 3 clusters
  Score: Raw -757669.200584 + Penalty 2887.318220 = -754781.882364
  nChanged 13
		SP:Iteration 23Q (11654.400000 sec): 3 clusters
  Score: Raw -757671.314279 + Penalty 2887.318220 = -754783.996059
  nChanged 13
		SP:Iteration 24Q (11654.420000 sec): 3 clusters
  Score: Raw -757673.586349 + Penalty 2887.318220 = -754786.268129
  nChanged 12
		SP:Iteration 25Q (11654.430000 sec): 3 clusters
  Score: Raw -757675.804582 + Penalty 2887.318220 = -754788.486362
  nChanged 10
		SP:Iteration 26Q (11654.450000 sec): 3 clusters
  Score: Raw -757678.280814 + Penalty 2887.318220 = -754790.962594
  nChanged 10
		SP:Iteration 27Q (11654.470000 sec): 3 clusters
  Score: Raw -757679.859658 + Penalty 2887.318220 = -754792.541438
  nChanged 6
		SP:Iteration 28Q (11654.490000 sec): 3 clusters
  Score: Raw -757680.967291 + Penalty 2887.318220 = -754793.649071
  nChanged 7
		SP:Iteration 29Q (11654.500000 sec): 3 clusters
  Score: Raw -757682.338229 + Penalty 2887.318220 = -754795.020009
  nChanged 9
		SP:Iteration 30Q (11654.520000 sec): 3 clusters
  Score: Raw -757684.906085 + Penalty 2887.318220 = -754797.587865
  nChanged 10
		SP:Iteration 31Q (11654.540000 sec): 3 clusters
  Score: Raw -757686.165847 + Penalty 2887.318220 = -754798.847627
  nChanged 6
		SP:Iteration 32Q (11654.550000 sec): 3 clusters
  Score: Raw -757687.518974 + Penalty 2887.318220 = -754800.200754
  nChanged 9
		SP:Iteration 33Q (11654.570000 sec): 3 clusters
  Score: Raw -757689.097876 + Penalty 2887.318220 = -754801.779656
  nChanged 4
		SP:Iteration 34Q (11654.590000 sec): 3 clusters
  Score: Raw -757689.765657 + Penalty 2887.318220 = -754802.447437
  nChanged 6
		SP:Iteration 35Q (11654.610000 sec): 3 clusters
  Score: Raw -757690.679577 + Penalty 2887.318220 = -754803.361357
  nChanged 3
		SP:Iteration 36Q (11654.620000 sec): 3 clusters
  Score: Raw -757691.089016 + Penalty 2887.318220 = -754803.770796
  nChanged 5
		SP:Iteration 37Q (11654.640000 sec): 3 clusters
  Score: Raw -757691.737553 + Penalty 2887.318220 = -754804.419333
  nChanged 2
		SP:Iteration 38Q (11654.660000 sec): 3 clusters
  Score: Raw -757692.074896 + Penalty 2887.318220 = -754804.756676
  nChanged 3
		SP:Iteration 39Q (11654.670000 sec): 3 clusters
  Score: Raw -757692.800392 + Penalty 2887.318220 = -754805.482172
  nChanged 2
		SP:Iteration 40F (11654.690000 sec): 3 clusters
  Score: Raw -757693.671331 + Penalty 2887.318220 = -754806.353111
  nChanged 5
		SP:Iteration 41Q (11654.710000 sec): 3 clusters
  Score: Raw -757694.335186 + Penalty 2887.318220 = -754807.016966
  nChanged 6
		SP:Iteration 42Q (11654.730000 sec): 3 clusters
  Score: Raw -757695.238477 + Penalty 2887.318220 = -754807.920257
  nChanged 5
		SP:Iteration 43Q (11654.740000 sec): 3 clusters
  Score: Raw -757695.848791 + Penalty 2887.318220 = -754808.530571
  nChanged 8
		SP:Iteration 44Q (11654.760000 sec): 3 clusters
  Score: Raw -757697.242337 + Penalty 2887.318220 = -754809.924117
  nChanged 5
		SP:Iteration 45Q (11654.780000 sec): 3 clusters
  Score: Raw -757697.694863 + Penalty 2887.318220 = -754810.376643
  nChanged 3
		SP:Iteration 46Q (11654.790000 sec): 3 clusters
  Score: Raw -757697.901073 + Penalty 2887.318220 = -754810.582853
  nChanged 5
		SP:Iteration 47Q (11654.810000 sec): 3 clusters
  Score: Raw -757698.548578 + Penalty 2887.318220 = -754811.230358
  nChanged 4
		SP:Iteration 48Q (11654.830000 sec): 3 clusters
  Score: Raw -757698.953156 + Penalty 2887.318220 = -754811.634935
  nChanged 3
		SP:Iteration 49Q (11654.850000 sec): 3 clusters
  Score: Raw -757699.237192 + Penalty 2887.318220 = -754811.918972
  nChanged 2
		SP:Iteration 50Q (11654.870000 sec): 3 clusters
  Score: Raw -757699.782151 + Penalty 2887.318220 = -754812.463931
  nChanged 4
		SP:Iteration 51Q (11654.880000 sec): 3 clusters
  Score: Raw -757700.659911 + Penalty 2887.318220 = -754813.341690
  nChanged 7
		SP:Iteration 52Q (11654.900000 sec): 3 clusters
  Score: Raw -757702.889828 + Penalty 2887.318220 = -754815.571608
  nChanged 12
		SP:Iteration 53Q (11654.920000 sec): 3 clusters
  Score: Raw -757704.764090 + Penalty 2887.318220 = -754817.445870
  nChanged 6
		SP:Iteration 54Q (11654.930000 sec): 3 clusters
  Score: Raw -757706.040799 + Penalty 2887.318220 = -754818.722579
  nChanged 6
		SP:Iteration 55Q (11654.950000 sec): 3 clusters
  Score: Raw -757706.670030 + Penalty 2887.318220 = -754819.351810
  nChanged 3
		SP:Iteration 56Q (11654.970000 sec): 3 clusters
  Score: Raw -757707.113564 + Penalty 2887.318220 = -754819.795344
  nChanged 3
		SP:Iteration 57Q (11654.990000 sec): 3 clusters
  Score: Raw -757707.984876 + Penalty 2887.318220 = -754820.666656
  nChanged 3
		SP:Iteration 58Q (11655.000000 sec): 3 clusters
  Score: Raw -757708.348572 + Penalty 2887.318220 = -754821.030352
  nChanged 3
		SP:Iteration 59Q (11655.020000 sec): 3 clusters
  Score: Raw -757708.875211 + Penalty 2887.318220 = -754821.556991
  nChanged 5
		SP:Iteration 60F (11655.040000 sec): 3 clusters
  Score: Raw -757709.837450 + Penalty 2887.318220 = -754822.519230
  nChanged 5
		SP:Iteration 61Q (11655.050000 sec): 3 clusters
  Score: Raw -757710.958365 + Penalty 2887.318220 = -754823.640145
  nChanged 4
		SP:Iteration 62Q (11655.070000 sec): 3 clusters
  Score: Raw -757711.483773 + Penalty 2887.318220 = -754824.165553
  nChanged 4
		SP:Iteration 63Q (11655.090000 sec): 3 clusters
  Score: Raw -757711.803694 + Penalty 2887.318220 = -754824.485474
  nChanged 1
		SP:Iteration 64Q (11655.110000 sec): 3 clusters
  Score: Raw -757711.840244 + Penalty 2887.318220 = -754824.522024
  nChanged 0
		SP:Iteration 65F (11655.120000 sec): 3 clusters
  Score: Raw -757711.840244 + Penalty 2887.318220 = -754824.522024
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11655.140000 sec): 2 clusters
  Score: Raw -350760.097797 + Penalty 1304.252657 = -349455.845140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11655.150000 sec): 3 clusters
  Score: Raw -349315.491739 + Penalty 2608.505313 = -346706.986426
  nChanged 1163
		SP:Iteration 1F (11655.150000 sec): 3 clusters
  Score: Raw -350112.433928 + Penalty 2608.505313 = -347503.928615
  nChanged 301
		SP:Iteration 2F (11655.160000 sec): 3 clusters
  Score: Raw -350442.653883 + Penalty 2608.505313 = -347834.148570
  nChanged 259
		SP:Iteration 3F (11655.170000 sec): 3 clusters
  Score: Raw -350762.427306 + Penalty 2608.505313 = -348153.921993
  nChanged 243
		SP:Iteration 4F (11655.170000 sec): 3 clusters
  Score: Raw -351074.425593 + Penalty 2608.505313 = -348465.920279
  nChanged 195
		SP:Iteration 5F (11655.180000 sec): 3 clusters
  Score: Raw -351336.984804 + Penalty 2608.505313 = -348728.479490
  nChanged 164
		SP:Iteration 6F (11655.190000 sec): 3 clusters
  Score: Raw -351489.221499 + Penalty 2608.505313 = -348880.716186
  nChanged 88
		SP:Iteration 7Q (11655.200000 sec): 3 clusters
  Score: Raw -351553.211008 + Penalty 2608.505313 = -348944.705695
  nChanged 54
		SP:Iteration 8Q (11655.210000 sec): 3 clusters
  Score: Raw -351584.611526 + Penalty 2608.505313 = -348976.106213
  nChanged 25
		SP:Iteration 9Q (11655.210000 sec): 3 clusters
  Score: Raw -351599.720355 + Penalty 2608.505313 = -348991.215042
  nChanged 21
		SP:Iteration 10Q (11655.220000 sec): 3 clusters
  Score: Raw -351610.195030 + Penalty 2608.505313 = -349001.689716
  nChanged 19
		SP:Iteration 11Q (11655.230000 sec): 3 clusters
  Score: Raw -351618.728493 + Penalty 2608.505313 = -349010.223180
  nChanged 7
		SP:Iteration 12Q (11655.240000 sec): 3 clusters
  Score: Raw -351622.359007 + Penalty 2608.505313 = -349013.853694
  nChanged 5
		SP:Iteration 13Q (11655.240000 sec): 3 clusters
  Score: Raw -351624.709887 + Penalty 2608.505313 = -349016.204574
  nChanged 1
		SP:Iteration 14Q (11655.250000 sec): 3 clusters
  Score: Raw -351624.903926 + Penalty 2608.505313 = -349016.398613
  nChanged 1
		SP:Iteration 15Q (11655.260000 sec): 3 clusters
  Score: Raw -351625.269382 + Penalty 2608.505313 = -349016.764069
  nChanged 1
		SP:Iteration 16Q (11655.270000 sec): 3 clusters
  Score: Raw -351625.510997 + Penalty 2608.505313 = -349017.005683
  nChanged 1
		SP:Iteration 17Q (11655.270000 sec): 3 clusters
  Score: Raw -351625.800264 + Penalty 2608.505313 = -349017.294950
  nChanged 2
		SP:Iteration 18Q (11655.280000 sec): 3 clusters
  Score: Raw -351626.720693 + Penalty 2608.505313 = -349018.215380
  nChanged 1
		SP:Iteration 19Q (11655.290000 sec): 3 clusters
  Score: Raw -351627.165456 + Penalty 2608.505313 = -349018.660143
  nChanged 2
		SP:Iteration 20F (11655.300000 sec): 3 clusters
  Score: Raw -351628.400975 + Penalty 2608.505313 = -349019.895662
  nChanged 2
		SP:Iteration 21Q (11655.300000 sec): 3 clusters
  Score: Raw -351629.420904 + Penalty 2608.505313 = -349020.915590
  nChanged 0
		SP:Iteration 22F (11655.310000 sec): 3 clusters
  Score: Raw -351629.420904 + Penalty 2608.505313 = -349020.915590
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11655.320000 sec): 2 clusters
  Score: Raw -361649.535618 + Penalty 1319.014789 = -360330.520829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11655.330000 sec): 3 clusters
  Score: Raw -360029.593824 + Penalty 2638.029579 = -357391.564246
  nChanged 1322
		SP:Iteration 1F (11655.340000 sec): 3 clusters
  Score: Raw -360881.913743 + Penalty 2638.029579 = -358243.884165
  nChanged 297
		SP:Iteration 2F (11655.350000 sec): 3 clusters
  Score: Raw -361101.878159 + Penalty 2638.029579 = -358463.848580
  nChanged 246
		SP:Iteration 3F (11655.360000 sec): 3 clusters
  Score: Raw -361325.281683 + Penalty 2638.029579 = -358687.252105
  nChanged 213
		SP:Iteration 4F (11655.370000 sec): 3 clusters
  Score: Raw -361484.447226 + Penalty 2638.029579 = -358846.417648
  nChanged 162
		SP:Iteration 5Q (11655.370000 sec): 3 clusters
  Score: Raw -361607.678611 + Penalty 2638.029579 = -358969.649032
  nChanged 141
		SP:Iteration 6Q (11655.380000 sec): 3 clusters
  Score: Raw -361724.403637 + Penalty 2638.029579 = -359086.374058
  nChanged 127
		SP:Iteration 7Q (11655.390000 sec): 3 clusters
  Score: Raw -361819.892713 + Penalty 2638.029579 = -359181.863134
  nChanged 84
		SP:Iteration 8Q (11655.400000 sec): 3 clusters
  Score: Raw -361879.072014 + Penalty 2638.029579 = -359241.042436
  nChanged 84
		SP:Iteration 9Q (11655.410000 sec): 3 clusters
  Score: Raw -361937.234338 + Penalty 2638.029579 = -359299.204760
  nChanged 65
		SP:Iteration 10Q (11655.410000 sec): 3 clusters
  Score: Raw -361984.210166 + Penalty 2638.029579 = -359346.180588
  nChanged 62
		SP:Iteration 11Q (11655.420000 sec): 3 clusters
  Score: Raw -362019.916987 + Penalty 2638.029579 = -359381.887408
  nChanged 41
		SP:Iteration 12Q (11655.430000 sec): 3 clusters
  Score: Raw -362045.721476 + Penalty 2638.029579 = -359407.691897
  nChanged 39
		SP:Iteration 13Q (11655.440000 sec): 3 clusters
  Score: Raw -362068.777810 + Penalty 2638.029579 = -359430.748231
  nChanged 27
		SP:Iteration 14Q (11655.450000 sec): 3 clusters
  Score: Raw -362080.884276 + Penalty 2638.029579 = -359442.854698
  nChanged 20
		SP:Iteration 15Q (11655.460000 sec): 3 clusters
  Score: Raw -362091.541591 + Penalty 2638.029579 = -359453.512012
  nChanged 18
		SP:Iteration 16Q (11655.470000 sec): 3 clusters
  Score: Raw -362099.376928 + Penalty 2638.029579 = -359461.347349
  nChanged 16
		SP:Iteration 17Q (11655.470000 sec): 3 clusters
  Score: Raw -362104.689902 + Penalty 2638.029579 = -359466.660324
  nChanged 11
		SP:Iteration 18Q (11655.480000 sec): 3 clusters
  Score: Raw -362107.966921 + Penalty 2638.029579 = -359469.937342
  nChanged 7
		SP:Iteration 19Q (11655.500000 sec): 3 clusters
  Score: Raw -362110.237692 + Penalty 2638.029579 = -359472.208113
  nChanged 5
		SP:Iteration 20F (11655.500000 sec): 3 clusters
  Score: Raw -362112.233151 + Penalty 2638.029579 = -359474.203572
  nChanged 3
		SP:Iteration 21Q (11655.510000 sec): 3 clusters
  Score: Raw -362112.747095 + Penalty 2638.029579 = -359474.717516
  nChanged 2
		SP:Iteration 22Q (11655.520000 sec): 3 clusters
  Score: Raw -362113.626954 + Penalty 2638.029579 = -359475.597375
  nChanged 2
		SP:Iteration 23Q (11655.530000 sec): 3 clusters
  Score: Raw -362114.307011 + Penalty 2638.029579 = -359476.277433
  nChanged 3
		SP:Iteration 24Q (11655.540000 sec): 3 clusters
  Score: Raw -362115.900665 + Penalty 2638.029579 = -359477.871086
  nChanged 7
		SP:Iteration 25Q (11655.540000 sec): 3 clusters
  Score: Raw -362120.085969 + Penalty 2638.029579 = -359482.056391
  nChanged 11
		SP:Iteration 26Q (11655.550000 sec): 3 clusters
  Score: Raw -362124.764563 + Penalty 2638.029579 = -359486.734984
  nChanged 6
		SP:Iteration 27Q (11655.560000 sec): 3 clusters
  Score: Raw -362127.082449 + Penalty 2638.029579 = -359489.052871
  nChanged 4
		SP:Iteration 28Q (11655.570000 sec): 3 clusters
  Score: Raw -362128.250989 + Penalty 2638.029579 = -359490.221411
  nChanged 2
		SP:Iteration 29Q (11655.580000 sec): 3 clusters
  Score: Raw -362129.075256 + Penalty 2638.029579 = -359491.045677
  nChanged 0
		SP:Iteration 30F (11655.590000 sec): 3 clusters
  Score: Raw -362129.075256 + Penalty 2638.029579 = -359491.045677
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (7586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11655.610000 sec): 2 clusters
  Score: Raw -914200.019897 + Penalty 1451.784705 = -912748.235192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11655.630000 sec): 3 clusters
  Score: Raw -910051.726916 + Penalty 2903.569410 = -907148.157506
  nChanged 3191
		SP:Iteration 1F (11655.650000 sec): 3 clusters
  Score: Raw -911721.614888 + Penalty 2903.569410 = -908818.045478
  nChanged 525
		SP:Iteration 2F (11655.670000 sec): 3 clusters
  Score: Raw -912003.908913 + Penalty 2903.569410 = -909100.339503
  nChanged 468
		SP:Iteration 3F (11655.690000 sec): 3 clusters
  Score: Raw -912266.797328 + Penalty 2903.569410 = -909363.227918
  nChanged 425
		SP:Iteration 4F (11655.710000 sec): 3 clusters
  Score: Raw -912503.230186 + Penalty 2903.569410 = -909599.660776
  nChanged 407
		SP:Iteration 5F (11655.720000 sec): 3 clusters
  Score: Raw -912723.040223 + Penalty 2903.569410 = -909819.470813
  nChanged 391
		SP:Iteration 6F (11655.740000 sec): 3 clusters
  Score: Raw -912943.236330 + Penalty 2903.569410 = -910039.666920
  nChanged 334
		SP:Iteration 7Q (11655.760000 sec): 3 clusters
  Score: Raw -913127.415192 + Penalty 2903.569410 = -910223.845783
  nChanged 324
		SP:Iteration 8Q (11655.780000 sec): 3 clusters
  Score: Raw -913344.284584 + Penalty 2903.569410 = -910440.715174
  nChanged 315
		SP:Iteration 9Q (11655.800000 sec): 3 clusters
  Score: Raw -913611.976897 + Penalty 2903.569410 = -910708.407487
  nChanged 315
		SP:Iteration 10Q (11655.820000 sec): 3 clusters
  Score: Raw -913826.961587 + Penalty 2903.569410 = -910923.392178
  nChanged 259
		SP:Iteration 11Q (11655.840000 sec): 3 clusters
  Score: Raw -913970.114968 + Penalty 2903.569410 = -911066.545558
  nChanged 190
		SP:Iteration 12Q (11655.860000 sec): 3 clusters
  Score: Raw -914061.369724 + Penalty 2903.569410 = -911157.800314
  nChanged 147
		SP:Iteration 13Q (11655.880000 sec): 3 clusters
  Score: Raw -914129.034487 + Penalty 2903.569410 = -911225.465077
  nChanged 106
		SP:Iteration 14Q (11655.900000 sec): 3 clusters
  Score: Raw -914178.833782 + Penalty 2903.569410 = -911275.264372
  nChanged 99
		SP:Iteration 15Q (11655.910000 sec): 3 clusters
  Score: Raw -914219.468944 + Penalty 2903.569410 = -911315.899534
  nChanged 84
		SP:Iteration 16Q (11655.930000 sec): 3 clusters
  Score: Raw -914248.686306 + Penalty 2903.569410 = -911345.116896
  nChanged 78
		SP:Iteration 17Q (11655.950000 sec): 3 clusters
  Score: Raw -914279.879922 + Penalty 2903.569410 = -911376.310513
  nChanged 81
		SP:Iteration 18Q (11655.970000 sec): 3 clusters
  Score: Raw -914313.687657 + Penalty 2903.569410 = -911410.118247
  nChanged 83
		SP:Iteration 19Q (11655.990000 sec): 3 clusters
  Score: Raw -914352.666199 + Penalty 2903.569410 = -911449.096789
  nChanged 95
		SP:Iteration 20F (11656.000000 sec): 3 clusters
  Score: Raw -914391.168206 + Penalty 2903.569410 = -911487.598796
  nChanged 85
		SP:Iteration 21Q (11656.020000 sec): 3 clusters
  Score: Raw -914423.150998 + Penalty 2903.569410 = -911519.581588
  nChanged 76
		SP:Iteration 22Q (11656.040000 sec): 3 clusters
  Score: Raw -914453.103212 + Penalty 2903.569410 = -911549.533802
  nChanged 65
		SP:Iteration 23Q (11656.060000 sec): 3 clusters
  Score: Raw -914473.123496 + Penalty 2903.569410 = -911569.554086
  nChanged 50
		SP:Iteration 24Q (11656.080000 sec): 3 clusters
  Score: Raw -914487.973902 + Penalty 2903.569410 = -911584.404493
  nChanged 43
		SP:Iteration 25Q (11656.100000 sec): 3 clusters
  Score: Raw -914502.833711 + Penalty 2903.569410 = -911599.264302
  nChanged 40
		SP:Iteration 26Q (11656.110000 sec): 3 clusters
  Score: Raw -914516.292223 + Penalty 2903.569410 = -911612.722813
  nChanged 37
		SP:Iteration 27Q (11656.130000 sec): 3 clusters
  Score: Raw -914527.048577 + Penalty 2903.569410 = -911623.479167
  nChanged 48
		SP:Iteration 28Q (11656.150000 sec): 3 clusters
  Score: Raw -914540.987014 + Penalty 2903.569410 = -911637.417604
  nChanged 50
		SP:Iteration 29Q (11656.160000 sec): 3 clusters
  Score: Raw -914555.091185 + Penalty 2903.569410 = -911651.521776
  nChanged 59
		SP:Iteration 30Q (11656.180000 sec): 3 clusters
  Score: Raw -914574.649946 + Penalty 2903.569410 = -911671.080536
  nChanged 63
		SP:Iteration 31Q (11656.200000 sec): 3 clusters
  Score: Raw -914595.343957 + Penalty 2903.569410 = -911691.774547
  nChanged 47
		SP:Iteration 32Q (11656.220000 sec): 3 clusters
  Score: Raw -914612.660167 + Penalty 2903.569410 = -911709.090757
  nChanged 41
		SP:Iteration 33Q (11656.240000 sec): 3 clusters
  Score: Raw -914627.436353 + Penalty 2903.569410 = -911723.866944
  nChanged 29
		SP:Iteration 34Q (11656.250000 sec): 3 clusters
  Score: Raw -914636.345738 + Penalty 2903.569410 = -911732.776328
  nChanged 31
		SP:Iteration 35Q (11656.270000 sec): 3 clusters
  Score: Raw -914647.693846 + Penalty 2903.569410 = -911744.124436
  nChanged 30
		SP:Iteration 36Q (11656.280000 sec): 3 clusters
  Score: Raw -914656.898118 + Penalty 2903.569410 = -911753.328709
  nChanged 27
		SP:Iteration 37Q (11656.300000 sec): 3 clusters
  Score: Raw -914665.103668 + Penalty 2903.569410 = -911761.534259
  nChanged 25
		SP:Iteration 38Q (11656.320000 sec): 3 clusters
  Score: Raw -914672.086030 + Penalty 2903.569410 = -911768.516620
  nChanged 26
		SP:Iteration 39Q (11656.340000 sec): 3 clusters
  Score: Raw -914679.823249 + Penalty 2903.569410 = -911776.253839
  nChanged 32
		SP:Iteration 40F (11656.360000 sec): 3 clusters
  Score: Raw -914691.071708 + Penalty 2903.569410 = -911787.502298
  nChanged 36
		SP:Iteration 41Q (11656.370000 sec): 3 clusters
  Score: Raw -914703.115795 + Penalty 2903.569410 = -911799.546385
  nChanged 34
		SP:Iteration 42Q (11656.390000 sec): 3 clusters
  Score: Raw -914713.457101 + Penalty 2903.569410 = -911809.887692
  nChanged 28
		SP:Iteration 43Q (11656.400000 sec): 3 clusters
  Score: Raw -914722.271066 + Penalty 2903.569410 = -911818.701656
  nChanged 22
		SP:Iteration 44Q (11656.420000 sec): 3 clusters
  Score: Raw -914729.004744 + Penalty 2903.569410 = -911825.435334
  nChanged 23
		SP:Iteration 45Q (11656.440000 sec): 3 clusters
  Score: Raw -914737.640687 + Penalty 2903.569410 = -911834.071277
  nChanged 27
		SP:Iteration 46Q (11656.450000 sec): 3 clusters
  Score: Raw -914747.645192 + Penalty 2903.569410 = -911844.075783
  nChanged 33
		SP:Iteration 47Q (11656.470000 sec): 3 clusters
  Score: Raw -914757.188914 + Penalty 2903.569410 = -911853.619504
  nChanged 25
		SP:Iteration 48Q (11656.490000 sec): 3 clusters
  Score: Raw -914766.189024 + Penalty 2903.569410 = -911862.619614
  nChanged 19
		SP:Iteration 49Q (11656.500000 sec): 3 clusters
  Score: Raw -914775.929206 + Penalty 2903.569410 = -911872.359797
  nChanged 23
		SP:Iteration 50Q (11656.520000 sec): 3 clusters
  Score: Raw -914783.148177 + Penalty 2903.569410 = -911879.578767
  nChanged 17
		SP:Iteration 51Q (11656.540000 sec): 3 clusters
  Score: Raw -914790.284219 + Penalty 2903.569410 = -911886.714809
  nChanged 22
		SP:Iteration 52Q (11656.550000 sec): 3 clusters
  Score: Raw -914798.350908 + Penalty 2903.569410 = -911894.781498
  nChanged 20
		SP:Iteration 53Q (11656.570000 sec): 3 clusters
  Score: Raw -914805.052481 + Penalty 2903.569410 = -911901.483071
  nChanged 17
		SP:Iteration 54Q (11656.580000 sec): 3 clusters
  Score: Raw -914811.016853 + Penalty 2903.569410 = -911907.447443
  nChanged 12
		SP:Iteration 55Q (11656.600000 sec): 3 clusters
  Score: Raw -914813.925163 + Penalty 2903.569410 = -911910.355753
  nChanged 7
		SP:Iteration 56Q (11656.620000 sec): 3 clusters
  Score: Raw -914815.478811 + Penalty 2903.569410 = -911911.909402
  nChanged 5
		SP:Iteration 57Q (11656.630000 sec): 3 clusters
  Score: Raw -914816.630307 + Penalty 2903.569410 = -911913.060897
  nChanged 8
		SP:Iteration 58Q (11656.650000 sec): 3 clusters
  Score: Raw -914819.009767 + Penalty 2903.569410 = -911915.440357
  nChanged 3
		SP:Iteration 59Q (11656.660000 sec): 3 clusters
  Score: Raw -914820.079845 + Penalty 2903.569410 = -911916.510436
  nChanged 6
		SP:Iteration 60F (11656.680000 sec): 3 clusters
  Score: Raw -914821.336004 + Penalty 2903.569410 = -911917.766594
  nChanged 4
		SP:Iteration 61Q (11656.700000 sec): 3 clusters
  Score: Raw -914822.652886 + Penalty 2903.569410 = -911919.083476
  nChanged 2
		SP:Iteration 62Q (11656.720000 sec): 3 clusters
  Score: Raw -914823.658934 + Penalty 2903.569410 = -911920.089524
  nChanged 1
		SP:Iteration 63Q (11656.730000 sec): 3 clusters
  Score: Raw -914823.832380 + Penalty 2903.569410 = -911920.262970
  nChanged 0
		SP:Iteration 64F (11656.750000 sec): 3 clusters
  Score: Raw -914823.832380 + Penalty 2903.569410 = -911920.262970
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11656.760000 sec): 2 clusters
  Score: Raw -141973.400138 + Penalty 1164.392690 = -140809.007448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11656.760000 sec): 3 clusters
  Score: Raw -141491.452406 + Penalty 2328.785379 = -139162.667027
  nChanged 405
		SP:Iteration 1F (11656.770000 sec): 3 clusters
  Score: Raw -141783.724269 + Penalty 2328.785379 = -139454.938889
  nChanged 116
		SP:Iteration 2F (11656.770000 sec): 3 clusters
  Score: Raw -141893.203236 + Penalty 2328.785379 = -139564.417856
  nChanged 55
		SP:Iteration 3Q (11656.780000 sec): 3 clusters
  Score: Raw -141935.706349 + Penalty 2328.785379 = -139606.920970
  nChanged 27
		SP:Iteration 4Q (11656.780000 sec): 3 clusters
  Score: Raw -141965.969174 + Penalty 2328.785379 = -139637.183795
  nChanged 30
		SP:Iteration 5Q (11656.780000 sec): 3 clusters
  Score: Raw -141998.699052 + Penalty 2328.785379 = -139669.913673
  nChanged 27
		SP:Iteration 6Q (11656.780000 sec): 3 clusters
  Score: Raw -142027.999322 + Penalty 2328.785379 = -139699.213943
  nChanged 16
		SP:Iteration 7Q (11656.790000 sec): 3 clusters
  Score: Raw -142036.876485 + Penalty 2328.785379 = -139708.091106
  nChanged 17
		SP:Iteration 8Q (11656.790000 sec): 3 clusters
  Score: Raw -142047.473688 + Penalty 2328.785379 = -139718.688308
  nChanged 17
		SP:Iteration 9Q (11656.790000 sec): 3 clusters
  Score: Raw -142055.779071 + Penalty 2328.785379 = -139726.993691
  nChanged 10
		SP:Iteration 10Q (11656.800000 sec): 3 clusters
  Score: Raw -142060.800175 + Penalty 2328.785379 = -139732.014796
  nChanged 8
		SP:Iteration 11Q (11656.800000 sec): 3 clusters
  Score: Raw -142065.214292 + Penalty 2328.785379 = -139736.428913
  nChanged 10
		SP:Iteration 12Q (11656.800000 sec): 3 clusters
  Score: Raw -142070.924787 + Penalty 2328.785379 = -139742.139407
  nChanged 10
		SP:Iteration 13Q (11656.810000 sec): 3 clusters
  Score: Raw -142077.781506 + Penalty 2328.785379 = -139748.996126
  nChanged 10
		SP:Iteration 14Q (11656.810000 sec): 3 clusters
  Score: Raw -142084.034669 + Penalty 2328.785379 = -139755.249290
  nChanged 10
		SP:Iteration 15Q (11656.810000 sec): 3 clusters
  Score: Raw -142093.551512 + Penalty 2328.785379 = -139764.766133
  nChanged 15
		SP:Iteration 16Q (11656.820000 sec): 3 clusters
  Score: Raw -142105.910865 + Penalty 2328.785379 = -139777.125485
  nChanged 14
		SP:Iteration 17Q (11656.820000 sec): 3 clusters
  Score: Raw -142116.011814 + Penalty 2328.785379 = -139787.226434
  nChanged 11
		SP:Iteration 18Q (11656.820000 sec): 3 clusters
  Score: Raw -142124.922966 + Penalty 2328.785379 = -139796.137587
  nChanged 12
		SP:Iteration 19Q (11656.820000 sec): 3 clusters
  Score: Raw -142133.615552 + Penalty 2328.785379 = -139804.830173
  nChanged 13
		SP:Iteration 20F (11656.830000 sec): 3 clusters
  Score: Raw -142141.494884 + Penalty 2328.785379 = -139812.709505
  nChanged 9
		SP:Iteration 21Q (11656.830000 sec): 3 clusters
  Score: Raw -142147.121095 + Penalty 2328.785379 = -139818.335716
  nChanged 8
		SP:Iteration 22Q (11656.840000 sec): 3 clusters
  Score: Raw -142151.389422 + Penalty 2328.785379 = -139822.604043
  nChanged 3
		SP:Iteration 23Q (11656.840000 sec): 3 clusters
  Score: Raw -142152.441845 + Penalty 2328.785379 = -139823.656466
  nChanged 2
		SP:Iteration 24Q (11656.840000 sec): 3 clusters
  Score: Raw -142153.685712 + Penalty 2328.785379 = -139824.900332
  nChanged 3
		SP:Iteration 25Q (11656.840000 sec): 3 clusters
  Score: Raw -142154.871067 + Penalty 2328.785379 = -139826.085688
  nChanged 2
		SP:Iteration 26Q (11656.850000 sec): 3 clusters
  Score: Raw -142155.853343 + Penalty 2328.785379 = -139827.067964
  nChanged 4
		SP:Iteration 27Q (11656.850000 sec): 3 clusters
  Score: Raw -142158.923794 + Penalty 2328.785379 = -139830.138414
  nChanged 5
		SP:Iteration 28Q (11656.850000 sec): 3 clusters
  Score: Raw -142161.976613 + Penalty 2328.785379 = -139833.191233
  nChanged 3
		SP:Iteration 29Q (11656.860000 sec): 3 clusters
  Score: Raw -142163.102793 + Penalty 2328.785379 = -139834.317414
  nChanged 1
		SP:Iteration 30Q (11656.860000 sec): 3 clusters
  Score: Raw -142163.300639 + Penalty 2328.785379 = -139834.515260
  nChanged 0
		SP:Iteration 31F (11656.860000 sec): 3 clusters
  Score: Raw -142163.300639 + Penalty 2328.785379 = -139834.515260
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (42445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11656.990000 sec): 2 clusters
  Score: Raw -4858244.754303 + Penalty 1731.594215 = -4856513.160088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11657.110000 sec): 3 clusters
  Score: Raw -4831704.745887 + Penalty 3463.188430 = -4828241.557457
  nChanged 19695
		SP:Iteration 1F (11657.220000 sec): 3 clusters
  Score: Raw -4842804.122254 + Penalty 3463.188430 = -4839340.933824
  nChanged 1774
		SP:Iteration 2Q (11657.330000 sec): 3 clusters
  Score: Raw -4843400.176288 + Penalty 3463.188430 = -4839936.987859
  nChanged 1866
		SP:Iteration 3Q (11657.440000 sec): 3 clusters
  Score: Raw -4844239.418915 + Penalty 3463.188430 = -4840776.230485
  nChanged 2132
		SP:Iteration 4F (11657.560000 sec): 3 clusters
  Score: Raw -4845381.809703 + Penalty 3463.188430 = -4841918.621273
  nChanged 2337
		SP:Iteration 5F (11657.670000 sec): 3 clusters
  Score: Raw -4846874.097121 + Penalty 3463.188430 = -4843410.908692
  nChanged 2446
		SP:Iteration 6F (11657.780000 sec): 3 clusters
  Score: Raw -4848649.293075 + Penalty 3463.188430 = -4845186.104646
  nChanged 2547
		SP:Iteration 7F (11657.890000 sec): 3 clusters
  Score: Raw -4850432.173939 + Penalty 3463.188430 = -4846968.985509
  nChanged 2396
		SP:Iteration 8F (11658.000000 sec): 3 clusters
  Score: Raw -4851982.509893 + Penalty 3463.188430 = -4848519.321463
  nChanged 2106
		SP:Iteration 9Q (11658.120000 sec): 3 clusters
  Score: Raw -4853128.205472 + Penalty 3463.188430 = -4849665.017043
  nChanged 1538
		SP:Iteration 10Q (11658.230000 sec): 3 clusters
  Score: Raw -4853717.559456 + Penalty 3463.188430 = -4850254.371026
  nChanged 1046
		SP:Iteration 11Q (11658.340000 sec): 3 clusters
  Score: Raw -4854028.251670 + Penalty 3463.188430 = -4850565.063241
  nChanged 755
		SP:Iteration 12Q (11658.450000 sec): 3 clusters
  Score: Raw -4854212.235259 + Penalty 3463.188430 = -4850749.046829
  nChanged 590
		SP:Iteration 13Q (11658.560000 sec): 3 clusters
  Score: Raw -4854337.751494 + Penalty 3463.188430 = -4850874.563064
  nChanged 501
		SP:Iteration 14Q (11658.660000 sec): 3 clusters
  Score: Raw -4854432.713068 + Penalty 3463.188430 = -4850969.524638
  nChanged 466
		SP:Iteration 15Q (11658.770000 sec): 3 clusters
  Score: Raw -4854528.485603 + Penalty 3463.188430 = -4851065.297173
  nChanged 464
		SP:Iteration 16Q (11658.880000 sec): 3 clusters
  Score: Raw -4854625.032109 + Penalty 3463.188430 = -4851161.843679
  nChanged 510
		SP:Iteration 17Q (11658.980000 sec): 3 clusters
  Score: Raw -4854739.984187 + Penalty 3463.188430 = -4851276.795757
  nChanged 564
		SP:Iteration 18Q (11659.090000 sec): 3 clusters
  Score: Raw -4854878.256409 + Penalty 3463.188430 = -4851415.067979
  nChanged 619
		SP:Iteration 19Q (11659.200000 sec): 3 clusters
  Score: Raw -4855038.602980 + Penalty 3463.188430 = -4851575.414550
  nChanged 652
		SP:Iteration 20F (11659.310000 sec): 3 clusters
  Score: Raw -4855222.226974 + Penalty 3463.188430 = -4851759.038544
  nChanged 728
		SP:Iteration 21Q (11659.410000 sec): 3 clusters
  Score: Raw -4855451.561830 + Penalty 3463.188430 = -4851988.373400
  nChanged 789
		SP:Iteration 22Q (11659.520000 sec): 3 clusters
  Score: Raw -4855728.897980 + Penalty 3463.188430 = -4852265.709551
  nChanged 850
		SP:Iteration 23Q (11659.620000 sec): 3 clusters
  Score: Raw -4856067.253271 + Penalty 3463.188430 = -4852604.064841
  nChanged 911
		SP:Iteration 24Q (11659.720000 sec): 3 clusters
  Score: Raw -4856473.376995 + Penalty 3463.188430 = -4853010.188565
  nChanged 989
		SP:Iteration 25Q (11659.830000 sec): 3 clusters
  Score: Raw -4856989.170851 + Penalty 3463.188430 = -4853525.982421
  nChanged 1007
		SP:Iteration 26Q (11659.930000 sec): 3 clusters
  Score: Raw -4857595.237813 + Penalty 3463.188430 = -4854132.049383
  nChanged 1019
		SP:Iteration 27Q (11660.030000 sec): 3 clusters
  Score: Raw -4858366.104096 + Penalty 3463.188430 = -4854902.915667
  nChanged 971
		SP:Iteration 28Q (11660.130000 sec): 3 clusters
  Score: Raw -4859202.805123 + Penalty 3463.188430 = -4855739.616694
  nChanged 833
		SP:Iteration 29Q (11660.230000 sec): 3 clusters
  Score: Raw -4859933.193751 + Penalty 3463.188430 = -4856470.005321
  nChanged 624
		SP:Iteration 30Q (11660.320000 sec): 3 clusters
  Score: Raw -4860429.334426 + Penalty 3463.188430 = -4856966.145996
  nChanged 438
		SP:Iteration 31Q (11660.410000 sec): 3 clusters
  Score: Raw -4860713.837000 + Penalty 3463.188430 = -4857250.648570
  nChanged 318
		SP:Iteration 32Q (11660.500000 sec): 3 clusters
  Score: Raw -4860891.339568 + Penalty 3463.188430 = -4857428.151139
  nChanged 253
		SP:Iteration 33Q (11660.590000 sec): 3 clusters
  Score: Raw -4861002.477226 + Penalty 3463.188430 = -4857539.288797
  nChanged 174
		SP:Iteration 34Q (11660.670000 sec): 3 clusters
  Score: Raw -4861054.532560 + Penalty 3463.188430 = -4857591.344130
  nChanged 121
		SP:Iteration 35Q (11660.760000 sec): 3 clusters
  Score: Raw -4861087.052580 + Penalty 3463.188430 = -4857623.864150
  nChanged 90
		SP:Iteration 36Q (11660.840000 sec): 3 clusters
  Score: Raw -4861109.706813 + Penalty 3463.188430 = -4857646.518383
  nChanged 86
		SP:Iteration 37Q (11660.920000 sec): 3 clusters
  Score: Raw -4861126.702910 + Penalty 3463.188430 = -4857663.514480
  nChanged 64
		SP:Iteration 38Q (11661.010000 sec): 3 clusters
  Score: Raw -4861138.242795 + Penalty 3463.188430 = -4857675.054365
  nChanged 51
		SP:Iteration 39Q (11661.090000 sec): 3 clusters
  Score: Raw -4861144.930903 + Penalty 3463.188430 = -4857681.742474
  nChanged 33
		SP:Iteration 40F (11661.200000 sec): 3 clusters
  Score: Raw -4861150.264098 + Penalty 3463.188430 = -4857687.075668
  nChanged 24
		SP:Iteration 41Q (11661.290000 sec): 3 clusters
  Score: Raw -4861153.157341 + Penalty 3463.188430 = -4857689.968911
  nChanged 16
		SP:Iteration 42Q (11661.380000 sec): 3 clusters
  Score: Raw -4861154.611935 + Penalty 3463.188430 = -4857691.423505
  nChanged 13
		SP:Iteration 43Q (11661.460000 sec): 3 clusters
  Score: Raw -4861155.913522 + Penalty 3463.188430 = -4857692.725092
  nChanged 14
		SP:Iteration 44Q (11661.540000 sec): 3 clusters
  Score: Raw -4861156.925278 + Penalty 3463.188430 = -4857693.736848
  nChanged 2
		SP:Iteration 45Q (11661.630000 sec): 3 clusters
  Score: Raw -4861157.013585 + Penalty 3463.188430 = -4857693.825155
  nChanged 3
		SP:Iteration 46Q (11661.710000 sec): 3 clusters
  Score: Raw -4861157.279286 + Penalty 3463.188430 = -4857694.090856
  nChanged 1
		SP:Iteration 47Q (11661.790000 sec): 3 clusters
  Score: Raw -4861157.341477 + Penalty 3463.188430 = -4857694.153047
  nChanged 1
		SP:Iteration 48Q (11661.880000 sec): 3 clusters
  Score: Raw -4861157.432298 + Penalty 3463.188430 = -4857694.243869
  nChanged 1
		SP:Iteration 49Q (11661.960000 sec): 3 clusters
  Score: Raw -4861157.467796 + Penalty 3463.188430 = -4857694.279367
  nChanged 0
		SP:Iteration 50F (11662.070000 sec): 3 clusters
  Score: Raw -4861157.467796 + Penalty 3463.188430 = -4857694.279367
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (2407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11662.110000 sec): 2 clusters
  Score: Raw -225166.561711 + Penalty 1265.247171 = -223901.314540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11662.120000 sec): 3 clusters
  Score: Raw -224221.942677 + Penalty 2530.494342 = -221691.448335
  nChanged 954
		SP:Iteration 1F (11662.120000 sec): 3 clusters
  Score: Raw -225030.873833 + Penalty 2530.494342 = -222500.379491
  nChanged 230
		SP:Iteration 2F (11662.130000 sec): 3 clusters
  Score: Raw -225272.943351 + Penalty 2530.494342 = -222742.449009
  nChanged 155
		SP:Iteration 3F (11662.130000 sec): 3 clusters
  Score: Raw -225414.609987 + Penalty 2530.494342 = -222884.115644
  nChanged 122
		SP:Iteration 4F (11662.140000 sec): 3 clusters
  Score: Raw -225521.970334 + Penalty 2530.494342 = -222991.475992
  nChanged 87
		SP:Iteration 5Q (11662.140000 sec): 3 clusters
  Score: Raw -225586.486305 + Penalty 2530.494342 = -223055.991963
  nChanged 60
		SP:Iteration 6Q (11662.150000 sec): 3 clusters
  Score: Raw -225632.193057 + Penalty 2530.494342 = -223101.698715
  nChanged 59
		SP:Iteration 7Q (11662.160000 sec): 3 clusters
  Score: Raw -225689.610490 + Penalty 2530.494342 = -223159.116147
  nChanged 60
		SP:Iteration 8Q (11662.160000 sec): 3 clusters
  Score: Raw -225736.763512 + Penalty 2530.494342 = -223206.269169
  nChanged 52
		SP:Iteration 9Q (11662.170000 sec): 3 clusters
  Score: Raw -225779.465696 + Penalty 2530.494342 = -223248.971354
  nChanged 42
		SP:Iteration 10Q (11662.170000 sec): 3 clusters
  Score: Raw -225825.679451 + Penalty 2530.494342 = -223295.185108
  nChanged 49
		SP:Iteration 11Q (11662.180000 sec): 3 clusters
  Score: Raw -225868.580481 + Penalty 2530.494342 = -223338.086138
  nChanged 61
		SP:Iteration 12Q (11662.180000 sec): 3 clusters
  Score: Raw -225915.356500 + Penalty 2530.494342 = -223384.862158
  nChanged 57
		SP:Iteration 13Q (11662.190000 sec): 3 clusters
  Score: Raw -226007.690013 + Penalty 2530.494342 = -223477.195671
  nChanged 59
		SP:Iteration 14Q (11662.200000 sec): 3 clusters
  Score: Raw -226113.586350 + Penalty 2530.494342 = -223583.092008
  nChanged 63
		SP:Iteration 15Q (11662.200000 sec): 3 clusters
  Score: Raw -226248.274569 + Penalty 2530.494342 = -223717.780227
  nChanged 70
		SP:Iteration 16Q (11662.210000 sec): 3 clusters
  Score: Raw -226324.568954 + Penalty 2530.494342 = -223794.074612
  nChanged 69
		SP:Iteration 17Q (11662.210000 sec): 3 clusters
  Score: Raw -226438.051379 + Penalty 2530.494342 = -223907.557037
  nChanged 74
		SP:Iteration 18Q (11662.220000 sec): 3 clusters
  Score: Raw -226568.752263 + Penalty 2530.494342 = -224038.257920
  nChanged 82
		SP:Iteration 19Q (11662.220000 sec): 3 clusters
  Score: Raw -226667.805879 + Penalty 2530.494342 = -224137.311537
  nChanged 82
		SP:Iteration 20F (11662.230000 sec): 3 clusters
  Score: Raw -226826.403795 + Penalty 2530.494342 = -224295.909453
  nChanged 102
		SP:Iteration 21Q (11662.240000 sec): 3 clusters
  Score: Raw -226993.538757 + Penalty 2530.494342 = -224463.044414
  nChanged 112
		SP:Iteration 22Q (11662.240000 sec): 3 clusters
  Score: Raw -227203.873330 + Penalty 2530.494342 = -224673.378988
  nChanged 128
		SP:Iteration 23F (11662.240000 sec): 3 clusters
  Score: Raw -227454.858017 + Penalty 2530.494342 = -224924.363675
  nChanged 92
		SP:Iteration 24Q (11662.250000 sec): 3 clusters
  Score: Raw -227695.979673 + Penalty 2530.494342 = -225165.485331
  nChanged 45
		SP:Iteration 25Q (11662.260000 sec): 3 clusters
  Score: Raw -227820.039015 + Penalty 2530.494342 = -225289.544673
  nChanged 30
		SP:Iteration 26Q (11662.260000 sec): 3 clusters
  Score: Raw -227910.933947 + Penalty 2530.494342 = -225380.439604
  nChanged 23
		SP:Iteration 27Q (11662.260000 sec): 3 clusters
  Score: Raw -228023.918842 + Penalty 2530.494342 = -225493.424500
  nChanged 16
		SP:Iteration 28Q (11662.270000 sec): 3 clusters
  Score: Raw -228069.080569 + Penalty 2530.494342 = -225538.586227
  nChanged 8
		SP:Iteration 29Q (11662.270000 sec): 3 clusters
  Score: Raw -228111.502531 + Penalty 2530.494342 = -225581.008189
  nChanged 5
		SP:Iteration 30Q (11662.280000 sec): 3 clusters
  Score: Raw -228138.097994 + Penalty 2530.494342 = -225607.603652
  nChanged 5
		SP:Iteration 31Q (11662.280000 sec): 3 clusters
  Score: Raw -228157.349385 + Penalty 2530.494342 = -225626.855043
  nChanged 7
		SP:Iteration 32Q (11662.280000 sec): 3 clusters
  Score: Raw -228170.190077 + Penalty 2530.494342 = -225639.695735
  nChanged 4
		SP:Iteration 33Q (11662.290000 sec): 3 clusters
  Score: Raw -228173.980953 + Penalty 2530.494342 = -225643.486610
  nChanged 2
		SP:Iteration 34Q (11662.290000 sec): 3 clusters
  Score: Raw -228179.338537 + Penalty 2530.494342 = -225648.844195
  nChanged 1
		SP:Iteration 35Q (11662.300000 sec): 3 clusters
  Score: Raw -228182.408159 + Penalty 2530.494342 = -225651.913817
  nChanged 3
		SP:Iteration 36Q (11662.300000 sec): 3 clusters
  Score: Raw -228200.544728 + Penalty 2530.494342 = -225670.050386
  nChanged 7
		SP:Iteration 37Q (11662.300000 sec): 3 clusters
  Score: Raw -228222.989761 + Penalty 2530.494342 = -225692.495419
  nChanged 9
		SP:Iteration 38Q (11662.310000 sec): 3 clusters
  Score: Raw -228252.581992 + Penalty 2530.494342 = -225722.087649
  nChanged 8
		SP:Iteration 39Q (11662.310000 sec): 3 clusters
  Score: Raw -228279.582635 + Penalty 2530.494342 = -225749.088293
  nChanged 7
		SP:Iteration 40F (11662.320000 sec): 3 clusters
  Score: Raw -228349.166697 + Penalty 2530.494342 = -225818.672354
  nChanged 5
		SP:Iteration 41Q (11662.320000 sec): 3 clusters
  Score: Raw -228387.700054 + Penalty 2530.494342 = -225857.205711
  nChanged 3
		SP:Iteration 42Q (11662.330000 sec): 3 clusters
  Score: Raw -228395.047252 + Penalty 2530.494342 = -225864.552909
  nChanged 2
		SP:Iteration 43Q (11662.330000 sec): 3 clusters
  Score: Raw -228405.466741 + Penalty 2530.494342 = -225874.972398
  nChanged 3
		SP:Iteration 44Q (11662.340000 sec): 3 clusters
  Score: Raw -228438.793906 + Penalty 2530.494342 = -225908.299564
  nChanged 0
		SP:Iteration 45F (11662.340000 sec): 3 clusters
  Score: Raw -228438.793906 + Penalty 2530.494342 = -225908.299564
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (348665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11663.350000 sec): 2 clusters
  Score: Raw -40529552.183753 + Penalty 2073.803364 = -40527478.380389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11664.290000 sec): 3 clusters
  Score: Raw -40295866.155586 + Penalty 4147.606728 = -40291718.548858
  nChanged 170472
		SP:Iteration 1F (11665.220000 sec): 3 clusters
  Score: Raw -40398527.703696 + Penalty 4147.606728 = -40394380.096968
  nChanged 9785
		SP:Iteration 2Q (11666.170000 sec): 3 clusters
  Score: Raw -40400930.785224 + Penalty 4147.606728 = -40396783.178496
  nChanged 11677
		SP:Iteration 3Q (11667.120000 sec): 3 clusters
  Score: Raw -40404664.145125 + Penalty 4147.606728 = -40400516.538398
  nChanged 14667
		SP:Iteration 4Q (11668.080000 sec): 3 clusters
  Score: Raw -40410941.074852 + Penalty 4147.606728 = -40406793.468125
  nChanged 19036
		SP:Iteration 5F (11669.010000 sec): 3 clusters
  Score: Raw -40421883.089162 + Penalty 4147.606728 = -40417735.482434
  nChanged 23921
		SP:Iteration 6F (11669.940000 sec): 3 clusters
  Score: Raw -40439147.907274 + Penalty 4147.606728 = -40435000.300546
  nChanged 26939
		SP:Iteration 7F (11670.880000 sec): 3 clusters
  Score: Raw -40461521.549744 + Penalty 4147.606728 = -40457373.943016
  nChanged 25070
		SP:Iteration 8F (11671.810000 sec): 3 clusters
  Score: Raw -40483504.141791 + Penalty 4147.606728 = -40479356.535063
  nChanged 19625
		SP:Iteration 9F (11672.740000 sec): 3 clusters
  Score: Raw -40500871.387398 + Penalty 4147.606728 = -40496723.780670
  nChanged 13617
		SP:Iteration 10Q (11673.590000 sec): 3 clusters
  Score: Raw -40512688.040179 + Penalty 4147.606728 = -40508540.433451
  nChanged 8813
		SP:Iteration 11Q (11674.380000 sec): 3 clusters
  Score: Raw -40520138.183381 + Penalty 4147.606728 = -40515990.576653
  nChanged 5502
		SP:Iteration 12Q (11675.110000 sec): 3 clusters
  Score: Raw -40524597.409646 + Penalty 4147.606728 = -40520449.802918
  nChanged 3236
		SP:Iteration 13Q (11675.810000 sec): 3 clusters
  Score: Raw -40527070.819264 + Penalty 4147.606728 = -40522923.212536
  nChanged 1842
		SP:Iteration 14Q (11676.480000 sec): 3 clusters
  Score: Raw -40528413.937030 + Penalty 4147.606728 = -40524266.330303
  nChanged 992
		SP:Iteration 15Q (11677.150000 sec): 3 clusters
  Score: Raw -40529099.026710 + Penalty 4147.606728 = -40524951.419982
  nChanged 574
		SP:Iteration 16Q (11677.800000 sec): 3 clusters
  Score: Raw -40529466.278748 + Penalty 4147.606728 = -40525318.672020
  nChanged 319
		SP:Iteration 17Q (11678.460000 sec): 3 clusters
  Score: Raw -40529652.976549 + Penalty 4147.606728 = -40525505.369821
  nChanged 169
		SP:Iteration 18Q (11679.110000 sec): 3 clusters
  Score: Raw -40529750.932423 + Penalty 4147.606728 = -40525603.325695
  nChanged 119
		SP:Iteration 19Q (11679.770000 sec): 3 clusters
  Score: Raw -40529826.971908 + Penalty 4147.606728 = -40525679.365181
  nChanged 71
		SP:Iteration 20F (11680.690000 sec): 3 clusters
  Score: Raw -40529866.118164 + Penalty 4147.606728 = -40525718.511436
  nChanged 53
		SP:Iteration 21Q (11681.330000 sec): 3 clusters
  Score: Raw -40529894.994389 + Penalty 4147.606728 = -40525747.387661
  nChanged 27
		SP:Iteration 22Q (11681.970000 sec): 3 clusters
  Score: Raw -40529914.013920 + Penalty 4147.606728 = -40525766.407192
  nChanged 21
		SP:Iteration 23Q (11682.630000 sec): 3 clusters
  Score: Raw -40529926.192843 + Penalty 4147.606728 = -40525778.586115
  nChanged 19
		SP:Iteration 24Q (11683.270000 sec): 3 clusters
  Score: Raw -40529936.545034 + Penalty 4147.606728 = -40525788.938306
  nChanged 16
		SP:Iteration 25Q (11683.930000 sec): 3 clusters
  Score: Raw -40529946.242219 + Penalty 4147.606728 = -40525798.635491
  nChanged 18
		SP:Iteration 26Q (11684.570000 sec): 3 clusters
  Score: Raw -40529954.926678 + Penalty 4147.606728 = -40525807.319950
  nChanged 8
		SP:Iteration 27Q (11685.270000 sec): 3 clusters
  Score: Raw -40529958.368500 + Penalty 4147.606728 = -40525810.761772
  nChanged 8
		SP:Iteration 28Q (11685.920000 sec): 3 clusters
  Score: Raw -40529962.990098 + Penalty 4147.606728 = -40525815.383371
  nChanged 6
		SP:Iteration 29Q (11686.570000 sec): 3 clusters
  Score: Raw -40529965.911141 + Penalty 4147.606728 = -40525818.304413
  nChanged 4
		SP:Iteration 30Q (11687.210000 sec): 3 clusters
  Score: Raw -40529968.354113 + Penalty 4147.606728 = -40525820.747386
  nChanged 5
		SP:Iteration 31Q (11687.860000 sec): 3 clusters
  Score: Raw -40529970.382876 + Penalty 4147.606728 = -40525822.776148
  nChanged 2
		SP:Iteration 32Q (11688.500000 sec): 3 clusters
  Score: Raw -40529971.954856 + Penalty 4147.606728 = -40525824.348128
  nChanged 2
		SP:Iteration 33Q (11689.150000 sec): 3 clusters
  Score: Raw -40529973.111276 + Penalty 4147.606728 = -40525825.504548
  nChanged 4
		SP:Iteration 34Q (11689.790000 sec): 3 clusters
  Score: Raw -40529974.859856 + Penalty 4147.606728 = -40525827.253129
  nChanged 2
		SP:Iteration 35Q (11690.440000 sec): 3 clusters
  Score: Raw -40529975.678540 + Penalty 4147.606728 = -40525828.071812
  nChanged 0
		SP:Iteration 36F (11691.360000 sec): 3 clusters
  Score: Raw -40529975.678540 + Penalty 4147.606728 = -40525828.071812
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11691.550000 sec): 2 clusters
  Score: Raw -918354.494909 + Penalty 1466.029340 = -916888.465569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11691.580000 sec): 3 clusters
  Score: Raw -913839.552808 + Penalty 2932.058679 = -910907.494129
  nChanged 3550
		SP:Iteration 1F (11691.600000 sec): 3 clusters
  Score: Raw -915806.534730 + Penalty 2932.058679 = -912874.476050
  nChanged 627
		SP:Iteration 2F (11691.620000 sec): 3 clusters
  Score: Raw -916176.405178 + Penalty 2932.058679 = -913244.346499
  nChanged 500
		SP:Iteration 3F (11691.640000 sec): 3 clusters
  Score: Raw -916451.997124 + Penalty 2932.058679 = -913519.938445
  nChanged 453
		SP:Iteration 4F (11691.660000 sec): 3 clusters
  Score: Raw -916720.441373 + Penalty 2932.058679 = -913788.382694
  nChanged 481
		SP:Iteration 5F (11691.690000 sec): 3 clusters
  Score: Raw -917008.016218 + Penalty 2932.058679 = -914075.957539
  nChanged 418
		SP:Iteration 6F (11691.710000 sec): 3 clusters
  Score: Raw -917249.542588 + Penalty 2932.058679 = -914317.483909
  nChanged 364
		SP:Iteration 7Q (11691.730000 sec): 3 clusters
  Score: Raw -917466.455301 + Penalty 2932.058679 = -914534.396622
  nChanged 344
		SP:Iteration 8Q (11691.750000 sec): 3 clusters
  Score: Raw -917665.813570 + Penalty 2932.058679 = -914733.754891
  nChanged 318
		SP:Iteration 9Q (11691.770000 sec): 3 clusters
  Score: Raw -917849.953638 + Penalty 2932.058679 = -914917.894958
  nChanged 268
		SP:Iteration 10Q (11691.790000 sec): 3 clusters
  Score: Raw -917992.475464 + Penalty 2932.058679 = -915060.416785
  nChanged 239
		SP:Iteration 11Q (11691.810000 sec): 3 clusters
  Score: Raw -918129.731529 + Penalty 2932.058679 = -915197.672850
  nChanged 246
		SP:Iteration 12Q (11691.830000 sec): 3 clusters
  Score: Raw -918266.087534 + Penalty 2932.058679 = -915334.028854
  nChanged 220
		SP:Iteration 13Q (11691.850000 sec): 3 clusters
  Score: Raw -918377.825793 + Penalty 2932.058679 = -915445.767113
  nChanged 169
		SP:Iteration 14Q (11691.870000 sec): 3 clusters
  Score: Raw -918469.481495 + Penalty 2932.058679 = -915537.422816
  nChanged 172
		SP:Iteration 15Q (11691.890000 sec): 3 clusters
  Score: Raw -918565.974013 + Penalty 2932.058679 = -915633.915333
  nChanged 173
		SP:Iteration 16Q (11691.910000 sec): 3 clusters
  Score: Raw -918663.407107 + Penalty 2932.058679 = -915731.348428
  nChanged 157
		SP:Iteration 17Q (11691.930000 sec): 3 clusters
  Score: Raw -918752.181930 + Penalty 2932.058679 = -915820.123250
  nChanged 127
		SP:Iteration 18Q (11691.950000 sec): 3 clusters
  Score: Raw -918811.795714 + Penalty 2932.058679 = -915879.737035
  nChanged 94
		SP:Iteration 19Q (11691.970000 sec): 3 clusters
  Score: Raw -918852.393287 + Penalty 2932.058679 = -915920.334608
  nChanged 74
		SP:Iteration 20F (11691.990000 sec): 3 clusters
  Score: Raw -918881.925715 + Penalty 2932.058679 = -915949.867036
  nChanged 63
		SP:Iteration 21Q (11692.010000 sec): 3 clusters
  Score: Raw -918910.423480 + Penalty 2932.058679 = -915978.364801
  nChanged 54
		SP:Iteration 22Q (11692.030000 sec): 3 clusters
  Score: Raw -918933.990710 + Penalty 2932.058679 = -916001.932030
  nChanged 36
		SP:Iteration 23Q (11692.050000 sec): 3 clusters
  Score: Raw -918949.656702 + Penalty 2932.058679 = -916017.598023
  nChanged 29
		SP:Iteration 24Q (11692.070000 sec): 3 clusters
  Score: Raw -918962.992504 + Penalty 2932.058679 = -916030.933824
  nChanged 25
		SP:Iteration 25Q (11692.090000 sec): 3 clusters
  Score: Raw -918973.227266 + Penalty 2932.058679 = -916041.168587
  nChanged 23
		SP:Iteration 26Q (11692.100000 sec): 3 clusters
  Score: Raw -918981.404472 + Penalty 2932.058679 = -916049.345793
  nChanged 17
		SP:Iteration 27Q (11692.120000 sec): 3 clusters
  Score: Raw -918989.726342 + Penalty 2932.058679 = -916057.667663
  nChanged 16
		SP:Iteration 28Q (11692.140000 sec): 3 clusters
  Score: Raw -918994.711244 + Penalty 2932.058679 = -916062.652565
  nChanged 11
		SP:Iteration 29Q (11692.160000 sec): 3 clusters
  Score: Raw -918997.816537 + Penalty 2932.058679 = -916065.757857
  nChanged 14
		SP:Iteration 30Q (11692.180000 sec): 3 clusters
  Score: Raw -919002.084794 + Penalty 2932.058679 = -916070.026115
  nChanged 11
		SP:Iteration 31Q (11692.200000 sec): 3 clusters
  Score: Raw -919006.087232 + Penalty 2932.058679 = -916074.028553
  nChanged 13
		SP:Iteration 32Q (11692.210000 sec): 3 clusters
  Score: Raw -919011.631207 + Penalty 2932.058679 = -916079.572528
  nChanged 12
		SP:Iteration 33Q (11692.230000 sec): 3 clusters
  Score: Raw -919017.895570 + Penalty 2932.058679 = -916085.836890
  nChanged 17
		SP:Iteration 34Q (11692.250000 sec): 3 clusters
  Score: Raw -919025.332253 + Penalty 2932.058679 = -916093.273574
  nChanged 14
		SP:Iteration 35Q (11692.270000 sec): 3 clusters
  Score: Raw -919030.070216 + Penalty 2932.058679 = -916098.011537
  nChanged 9
		SP:Iteration 36Q (11692.290000 sec): 3 clusters
  Score: Raw -919032.648748 + Penalty 2932.058679 = -916100.590069
  nChanged 6
		SP:Iteration 37Q (11692.310000 sec): 3 clusters
  Score: Raw -919034.368370 + Penalty 2932.058679 = -916102.309691
  nChanged 3
		SP:Iteration 38Q (11692.320000 sec): 3 clusters
  Score: Raw -919035.445343 + Penalty 2932.058679 = -916103.386663
  nChanged 2
		SP:Iteration 39Q (11692.340000 sec): 3 clusters
  Score: Raw -919035.734646 + Penalty 2932.058679 = -916103.675967
  nChanged 0
		SP:Iteration 40F (11692.360000 sec): 3 clusters
  Score: Raw -919035.734646 + Penalty 2932.058679 = -916103.675967
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11692.370000 sec): 2 clusters
  Score: Raw -233914.927031 + Penalty 1246.065228 = -232668.861803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11692.380000 sec): 3 clusters
  Score: Raw -232973.008487 + Penalty 2492.130455 = -230480.878031
  nChanged 767
		SP:Iteration 1F (11692.380000 sec): 3 clusters
  Score: Raw -233494.252750 + Penalty 2492.130455 = -231002.122295
  nChanged 184
		SP:Iteration 2F (11692.390000 sec): 3 clusters
  Score: Raw -233691.159348 + Penalty 2492.130455 = -231199.028892
  nChanged 136
		SP:Iteration 3F (11692.390000 sec): 3 clusters
  Score: Raw -233796.739000 + Penalty 2492.130455 = -231304.608545
  nChanged 107
		SP:Iteration 4F (11692.400000 sec): 3 clusters
  Score: Raw -233877.087259 + Penalty 2492.130455 = -231384.956804
  nChanged 83
		SP:Iteration 5Q (11692.400000 sec): 3 clusters
  Score: Raw -233939.936543 + Penalty 2492.130455 = -231447.806087
  nChanged 68
		SP:Iteration 6Q (11692.410000 sec): 3 clusters
  Score: Raw -233981.743775 + Penalty 2492.130455 = -231489.613320
  nChanged 47
		SP:Iteration 7Q (11692.410000 sec): 3 clusters
  Score: Raw -234006.711591 + Penalty 2492.130455 = -231514.581135
  nChanged 39
		SP:Iteration 8Q (11692.420000 sec): 3 clusters
  Score: Raw -234024.633136 + Penalty 2492.130455 = -231532.502680
  nChanged 26
		SP:Iteration 9Q (11692.420000 sec): 3 clusters
  Score: Raw -234039.362760 + Penalty 2492.130455 = -231547.232305
  nChanged 26
		SP:Iteration 10Q (11692.430000 sec): 3 clusters
  Score: Raw -234055.203288 + Penalty 2492.130455 = -231563.072832
  nChanged 22
		SP:Iteration 11Q (11692.430000 sec): 3 clusters
  Score: Raw -234067.793785 + Penalty 2492.130455 = -231575.663330
  nChanged 20
		SP:Iteration 12Q (11692.440000 sec): 3 clusters
  Score: Raw -234076.876189 + Penalty 2492.130455 = -231584.745733
  nChanged 10
		SP:Iteration 13Q (11692.450000 sec): 3 clusters
  Score: Raw -234080.682973 + Penalty 2492.130455 = -231588.552517
  nChanged 5
		SP:Iteration 14Q (11692.450000 sec): 3 clusters
  Score: Raw -234082.783030 + Penalty 2492.130455 = -231590.652575
  nChanged 6
		SP:Iteration 15Q (11692.450000 sec): 3 clusters
  Score: Raw -234087.186256 + Penalty 2492.130455 = -231595.055800
  nChanged 12
		SP:Iteration 16Q (11692.460000 sec): 3 clusters
  Score: Raw -234092.647782 + Penalty 2492.130455 = -231600.517327
  nChanged 8
		SP:Iteration 17Q (11692.470000 sec): 3 clusters
  Score: Raw -234094.924688 + Penalty 2492.130455 = -231602.794232
  nChanged 5
		SP:Iteration 18Q (11692.470000 sec): 3 clusters
  Score: Raw -234096.691120 + Penalty 2492.130455 = -231604.560664
  nChanged 3
		SP:Iteration 19Q (11692.470000 sec): 3 clusters
  Score: Raw -234098.368827 + Penalty 2492.130455 = -231606.238371
  nChanged 4
		SP:Iteration 20F (11692.480000 sec): 3 clusters
  Score: Raw -234099.674015 + Penalty 2492.130455 = -231607.543560
  nChanged 3
		SP:Iteration 21Q (11692.490000 sec): 3 clusters
  Score: Raw -234100.557181 + Penalty 2492.130455 = -231608.426725
  nChanged 3
		SP:Iteration 22Q (11692.490000 sec): 3 clusters
  Score: Raw -234101.842782 + Penalty 2492.130455 = -231609.712326
  nChanged 5
		SP:Iteration 23Q (11692.500000 sec): 3 clusters
  Score: Raw -234106.170574 + Penalty 2492.130455 = -231614.040118
  nChanged 5
		SP:Iteration 24Q (11692.500000 sec): 3 clusters
  Score: Raw -234108.187308 + Penalty 2492.130455 = -231616.056853
  nChanged 4
		SP:Iteration 25Q (11692.510000 sec): 3 clusters
  Score: Raw -234110.205671 + Penalty 2492.130455 = -231618.075216
  nChanged 4
		SP:Iteration 26Q (11692.510000 sec): 3 clusters
  Score: Raw -234112.751824 + Penalty 2492.130455 = -231620.621368
  nChanged 4
		SP:Iteration 27Q (11692.520000 sec): 3 clusters
  Score: Raw -234114.038832 + Penalty 2492.130455 = -231621.908377
  nChanged 0
		SP:Iteration 28F (11692.520000 sec): 3 clusters
  Score: Raw -234114.038832 + Penalty 2492.130455 = -231621.908377
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (47231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11692.670000 sec): 2 clusters
  Score: Raw -5554282.327498 + Penalty 1748.955932 = -5552533.371566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11692.800000 sec): 3 clusters
  Score: Raw -5524548.346476 + Penalty 3497.911864 = -5521050.434612
  nChanged 22134
		SP:Iteration 1F (11692.920000 sec): 3 clusters
  Score: Raw -5537046.988414 + Penalty 3497.911864 = -5533549.076550
  nChanged 2009
		SP:Iteration 2Q (11693.050000 sec): 3 clusters
  Score: Raw -5537732.284193 + Penalty 3497.911864 = -5534234.372329
  nChanged 2108
		SP:Iteration 3Q (11693.180000 sec): 3 clusters
  Score: Raw -5538678.367142 + Penalty 3497.911864 = -5535180.455278
  nChanged 2602
		SP:Iteration 4F (11693.300000 sec): 3 clusters
  Score: Raw -5540275.518855 + Penalty 3497.911864 = -5536777.606991
  nChanged 3230
		SP:Iteration 5F (11693.420000 sec): 3 clusters
  Score: Raw -5543065.605043 + Penalty 3497.911864 = -5539567.693179
  nChanged 4050
		SP:Iteration 6F (11693.540000 sec): 3 clusters
  Score: Raw -5547878.721463 + Penalty 3497.911864 = -5544380.809599
  nChanged 4444
		SP:Iteration 7F (11693.670000 sec): 3 clusters
  Score: Raw -5553853.215796 + Penalty 3497.911864 = -5550355.303932
  nChanged 3612
		SP:Iteration 8F (11693.790000 sec): 3 clusters
  Score: Raw -5557255.005126 + Penalty 3497.911864 = -5553757.093262
  nChanged 2124
		SP:Iteration 9Q (11693.910000 sec): 3 clusters
  Score: Raw -5558554.318583 + Penalty 3497.911864 = -5555056.406719
  nChanged 1221
		SP:Iteration 10Q (11694.030000 sec): 3 clusters
  Score: Raw -5559210.844016 + Penalty 3497.911864 = -5555712.932152
  nChanged 832
		SP:Iteration 11Q (11694.150000 sec): 3 clusters
  Score: Raw -5559661.749650 + Penalty 3497.911864 = -5556163.837786
  nChanged 712
		SP:Iteration 12Q (11694.260000 sec): 3 clusters
  Score: Raw -5560136.104107 + Penalty 3497.911864 = -5556638.192243
  nChanged 745
		SP:Iteration 13Q (11694.370000 sec): 3 clusters
  Score: Raw -5560762.716553 + Penalty 3497.911864 = -5557264.804689
  nChanged 714
		SP:Iteration 14Q (11694.480000 sec): 3 clusters
  Score: Raw -5561485.928165 + Penalty 3497.911864 = -5557988.016301
  nChanged 606
		SP:Iteration 15Q (11694.590000 sec): 3 clusters
  Score: Raw -5562035.419544 + Penalty 3497.911864 = -5558537.507680
  nChanged 475
		SP:Iteration 16Q (11694.700000 sec): 3 clusters
  Score: Raw -5562326.522041 + Penalty 3497.911864 = -5558828.610177
  nChanged 343
		SP:Iteration 17Q (11694.800000 sec): 3 clusters
  Score: Raw -5562479.544403 + Penalty 3497.911864 = -5558981.632539
  nChanged 218
		SP:Iteration 18Q (11694.900000 sec): 3 clusters
  Score: Raw -5562554.991226 + Penalty 3497.911864 = -5559057.079361
  nChanged 156
		SP:Iteration 19Q (11695.000000 sec): 3 clusters
  Score: Raw -5562595.242080 + Penalty 3497.911864 = -5559097.330216
  nChanged 104
		SP:Iteration 20F (11695.120000 sec): 3 clusters
  Score: Raw -5562613.878080 + Penalty 3497.911864 = -5559115.966216
  nChanged 73
		SP:Iteration 21Q (11695.220000 sec): 3 clusters
  Score: Raw -5562622.920896 + Penalty 3497.911864 = -5559125.009032
  nChanged 62
		SP:Iteration 22Q (11695.320000 sec): 3 clusters
  Score: Raw -5562630.228350 + Penalty 3497.911864 = -5559132.316486
  nChanged 50
		SP:Iteration 23Q (11695.420000 sec): 3 clusters
  Score: Raw -5562634.579404 + Penalty 3497.911864 = -5559136.667540
  nChanged 34
		SP:Iteration 24Q (11695.520000 sec): 3 clusters
  Score: Raw -5562636.973728 + Penalty 3497.911864 = -5559139.061864
  nChanged 20
		SP:Iteration 25Q (11695.620000 sec): 3 clusters
  Score: Raw -5562638.439531 + Penalty 3497.911864 = -5559140.527667
  nChanged 21
		SP:Iteration 26Q (11695.720000 sec): 3 clusters
  Score: Raw -5562639.967243 + Penalty 3497.911864 = -5559142.055378
  nChanged 23
		SP:Iteration 27Q (11695.820000 sec): 3 clusters
  Score: Raw -5562641.223018 + Penalty 3497.911864 = -5559143.311154
  nChanged 19
		SP:Iteration 28Q (11695.920000 sec): 3 clusters
  Score: Raw -5562642.252939 + Penalty 3497.911864 = -5559144.341074
  nChanged 17
		SP:Iteration 29Q (11696.020000 sec): 3 clusters
  Score: Raw -5562643.056225 + Penalty 3497.911864 = -5559145.144361
  nChanged 5
		SP:Iteration 30Q (11696.120000 sec): 3 clusters
  Score: Raw -5562643.215134 + Penalty 3497.911864 = -5559145.303270
  nChanged 4
		SP:Iteration 31Q (11696.220000 sec): 3 clusters
  Score: Raw -5562643.348005 + Penalty 3497.911864 = -5559145.436141
  nChanged 4
		SP:Iteration 32Q (11696.320000 sec): 3 clusters
  Score: Raw -5562643.458872 + Penalty 3497.911864 = -5559145.547007
  nChanged 2
		SP:Iteration 33Q (11696.420000 sec): 3 clusters
  Score: Raw -5562643.559438 + Penalty 3497.911864 = -5559145.647574
  nChanged 1
		SP:Iteration 34Q (11696.520000 sec): 3 clusters
  Score: Raw -5562643.596308 + Penalty 3497.911864 = -5559145.684444
  nChanged 0
		SP:Iteration 35F (11696.640000 sec): 3 clusters
  Score: Raw -5562643.596308 + Penalty 3497.911864 = -5559145.684444
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11696.680000 sec): 2 clusters
  Score: Raw -160746.796521 + Penalty 1178.228271 = -159568.568250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11696.680000 sec): 3 clusters
  Score: Raw -160198.217793 + Penalty 2356.456541 = -157841.761251
  nChanged 451
		SP:Iteration 1F (11696.690000 sec): 3 clusters
  Score: Raw -160551.236986 + Penalty 2356.456541 = -158194.780445
  nChanged 117
		SP:Iteration 2F (11696.690000 sec): 3 clusters
  Score: Raw -160654.193994 + Penalty 2356.456541 = -158297.737453
  nChanged 59
		SP:Iteration 3Q (11696.690000 sec): 3 clusters
  Score: Raw -160704.720293 + Penalty 2356.456541 = -158348.263752
  nChanged 41
		SP:Iteration 4Q (11696.700000 sec): 3 clusters
  Score: Raw -160741.575628 + Penalty 2356.456541 = -158385.119087
  nChanged 30
		SP:Iteration 5Q (11696.700000 sec): 3 clusters
  Score: Raw -160761.662508 + Penalty 2356.456541 = -158405.205967
  nChanged 24
		SP:Iteration 6Q (11696.700000 sec): 3 clusters
  Score: Raw -160779.907444 + Penalty 2356.456541 = -158423.450903
  nChanged 19
		SP:Iteration 7Q (11696.710000 sec): 3 clusters
  Score: Raw -160793.785471 + Penalty 2356.456541 = -158437.328929
  nChanged 19
		SP:Iteration 8Q (11696.710000 sec): 3 clusters
  Score: Raw -160808.903449 + Penalty 2356.456541 = -158452.446908
  nChanged 15
		SP:Iteration 9Q (11696.720000 sec): 3 clusters
  Score: Raw -160819.566438 + Penalty 2356.456541 = -158463.109897
  nChanged 11
		SP:Iteration 10Q (11696.720000 sec): 3 clusters
  Score: Raw -160829.066386 + Penalty 2356.456541 = -158472.609845
  nChanged 15
		SP:Iteration 11Q (11696.720000 sec): 3 clusters
  Score: Raw -160837.854264 + Penalty 2356.456541 = -158481.397723
  nChanged 11
		SP:Iteration 12Q (11696.720000 sec): 3 clusters
  Score: Raw -160844.814915 + Penalty 2356.456541 = -158488.358374
  nChanged 7
		SP:Iteration 13Q (11696.730000 sec): 3 clusters
  Score: Raw -160850.335876 + Penalty 2356.456541 = -158493.879335
  nChanged 9
		SP:Iteration 14Q (11696.730000 sec): 3 clusters
  Score: Raw -160854.077160 + Penalty 2356.456541 = -158497.620619
  nChanged 9
		SP:Iteration 15Q (11696.740000 sec): 3 clusters
  Score: Raw -160859.163416 + Penalty 2356.456541 = -158502.706875
  nChanged 8
		SP:Iteration 16Q (11696.740000 sec): 3 clusters
  Score: Raw -160863.905859 + Penalty 2356.456541 = -158507.449317
  nChanged 10
		SP:Iteration 17Q (11696.740000 sec): 3 clusters
  Score: Raw -160870.950301 + Penalty 2356.456541 = -158514.493760
  nChanged 10
		SP:Iteration 18Q (11696.740000 sec): 3 clusters
  Score: Raw -160877.619400 + Penalty 2356.456541 = -158521.162859
  nChanged 14
		SP:Iteration 19Q (11696.750000 sec): 3 clusters
  Score: Raw -160888.762301 + Penalty 2356.456541 = -158532.305760
  nChanged 15
		SP:Iteration 20F (11696.750000 sec): 3 clusters
  Score: Raw -160899.980086 + Penalty 2356.456541 = -158543.523545
  nChanged 15
		SP:Iteration 21Q (11696.760000 sec): 3 clusters
  Score: Raw -160910.804640 + Penalty 2356.456541 = -158554.348099
  nChanged 8
		SP:Iteration 22Q (11696.760000 sec): 3 clusters
  Score: Raw -160915.885197 + Penalty 2356.456541 = -158559.428656
  nChanged 2
		SP:Iteration 23Q (11696.760000 sec): 3 clusters
  Score: Raw -160916.514676 + Penalty 2356.456541 = -158560.058135
  nChanged 1
		SP:Iteration 24Q (11696.770000 sec): 3 clusters
  Score: Raw -160917.404811 + Penalty 2356.456541 = -158560.948270
  nChanged 3
		SP:Iteration 25Q (11696.770000 sec): 3 clusters
  Score: Raw -160919.070230 + Penalty 2356.456541 = -158562.613688
  nChanged 0
		SP:Iteration 26F (11696.770000 sec): 3 clusters
  Score: Raw -160919.070230 + Penalty 2356.456541 = -158562.613688
  nChanged 0
Iteration 99Q (11717.220000 sec): 80 clusters
  Score: Raw -173868512.516303 + Penalty 183009.859832 = -173685502.656471
  nChanged 15005
Deleting Class 1 (49 points): Lose 1639.224268 but Gain 2316.580504
Iteration 100F (11825.370000 sec): 79 clusters
  Score: Raw -173875121.888891 + Penalty 180693.279328 = -173694428.609563
  nChanged 13313
Iteration 101Q (11837.710000 sec): 79 clusters
  Score: Raw -173879610.329777 + Penalty 180693.279328 = -173698917.050449
  nChanged 7944
Iteration 102Q (11849.690000 sec): 79 clusters
  Score: Raw -173881472.078534 + Penalty 180693.279328 = -173700778.799206
  nChanged 5809
Iteration 103Q (11861.630000 sec): 79 clusters
  Score: Raw -173882621.872156 + Penalty 180693.279328 = -173701928.592828
  nChanged 4522
Iteration 104Q (11873.450000 sec): 79 clusters
  Score: Raw -173883433.860061 + Penalty 180693.279328 = -173702740.580733
  nChanged 3837
Iteration 105Q (11885.200000 sec): 79 clusters
  Score: Raw -173884111.191185 + Penalty 180693.279328 = -173703417.911857
  nChanged 3208
Iteration 106Q (11896.970000 sec): 79 clusters
  Score: Raw -173884666.327798 + Penalty 180693.279328 = -173703973.048470
  nChanged 2765
Iteration 107Q (11908.850000 sec): 79 clusters
  Score: Raw -173885122.485217 + Penalty 180693.279328 = -173704429.205889
  nChanged 2386
Iteration 108Q (11920.620000 sec): 79 clusters
  Score: Raw -173885497.640668 + Penalty 180693.279328 = -173704804.361340
  nChanged 1984
Iteration 109Q (11932.410000 sec): 79 clusters
  Score: Raw -173885793.354164 + Penalty 180693.279328 = -173705100.074836
  nChanged 1767
Iteration 110Q (11944.030000 sec): 79 clusters
  Score: Raw -173886045.436367 + Penalty 180693.279328 = -173705352.157039
  nChanged 1610
Iteration 111Q (11955.650000 sec): 79 clusters
  Score: Raw -173886283.654423 + Penalty 180693.279328 = -173705590.375095
  nChanged 1482
Iteration 112Q (11967.230000 sec): 79 clusters
  Score: Raw -173886540.012433 + Penalty 180693.279328 = -173705846.733105
  nChanged 1425
Iteration 113Q (11978.890000 sec): 79 clusters
  Score: Raw -173886796.616772 + Penalty 180693.279328 = -173706103.337444
  nChanged 1396
Iteration 114Q (11990.450000 sec): 79 clusters
  Score: Raw -173887012.380187 + Penalty 180693.279328 = -173706319.100859
  nChanged 1295
Iteration 115Q (12002.060000 sec): 79 clusters
  Score: Raw -173887186.960956 + Penalty 180693.279328 = -173706493.681628
  nChanged 1114
Iteration 116Q (12013.600000 sec): 79 clusters
  Score: Raw -173887326.486355 + Penalty 180693.279328 = -173706633.207027
  nChanged 1005
Iteration 117Q (12025.140000 sec): 79 clusters
  Score: Raw -173887443.700752 + Penalty 180693.279328 = -173706750.421424
  nChanged 953
Iteration 118Q (12036.660000 sec): 79 clusters
  Score: Raw -173887550.170822 + Penalty 180693.279328 = -173706856.891494
  nChanged 781
Iteration 119Q (12048.260000 sec): 79 clusters
  Score: Raw -173887633.360161 + Penalty 180693.279328 = -173706940.080833
  nChanged 750
Iteration 120F (12155.180000 sec): 79 clusters
  Score: Raw -173887748.411545 + Penalty 180693.279328 = -173707055.132217
  nChanged 685
Iteration 121Q (12166.890000 sec): 79 clusters
  Score: Raw -173887824.705751 + Penalty 180693.279328 = -173707131.426423
  nChanged 648
Iteration 122Q (12178.480000 sec): 79 clusters
  Score: Raw -173887885.007390 + Penalty 180693.279328 = -173707191.728062
  nChanged 547
Iteration 123Q (12190.040000 sec): 79 clusters
  Score: Raw -173887940.069648 + Penalty 180693.279328 = -173707246.790320
  nChanged 535
Iteration 124Q (12201.500000 sec): 79 clusters
  Score: Raw -173887989.463578 + Penalty 180693.279328 = -173707296.184250
  nChanged 521
Iteration 125Q (12213.020000 sec): 79 clusters
  Score: Raw -173888034.492601 + Penalty 180693.279328 = -173707341.213273
  nChanged 444
Iteration 126Q (12224.400000 sec): 79 clusters
  Score: Raw -173888067.176214 + Penalty 180693.279328 = -173707373.896886
  nChanged 423
Iteration 127Q (12235.920000 sec): 79 clusters
  Score: Raw -173888089.954259 + Penalty 180693.279328 = -173707396.674931
  nChanged 328
Iteration 128Q (12247.470000 sec): 79 clusters
  Score: Raw -173888106.580992 + Penalty 180693.279328 = -173707413.301664
  nChanged 287
Iteration 129Q (12259.160000 sec): 79 clusters
  Score: Raw -173888120.207308 + Penalty 180693.279328 = -173707426.927980
  nChanged 246
Iteration 130Q (12270.710000 sec): 79 clusters
  Score: Raw -173888132.160504 + Penalty 180693.279328 = -173707438.881176
  nChanged 246
Iteration 131Q (12282.190000 sec): 79 clusters
  Score: Raw -173888143.352331 + Penalty 180693.279328 = -173707450.073002
  nChanged 225
Iteration 132Q (12293.770000 sec): 79 clusters
  Score: Raw -173888153.433405 + Penalty 180693.279328 = -173707460.154077
  nChanged 234
Iteration 133Q (12305.340000 sec): 79 clusters
  Score: Raw -173888164.072415 + Penalty 180693.279328 = -173707470.793087
  nChanged 202
Iteration 134Q (12316.960000 sec): 79 clusters
  Score: Raw -173888172.827178 + Penalty 180693.279328 = -173707479.547850
  nChanged 191
Iteration 135Q (12328.520000 sec): 79 clusters
  Score: Raw -173888181.517482 + Penalty 180693.279328 = -173707488.238154
  nChanged 187
Iteration 136Q (12340.010000 sec): 79 clusters
  Score: Raw -173888189.366851 + Penalty 180693.279328 = -173707496.087523
  nChanged 177
Iteration 137Q (12351.540000 sec): 79 clusters
  Score: Raw -173888197.126592 + Penalty 180693.279328 = -173707503.847264
  nChanged 165
Iteration 138Q (12363.180000 sec): 79 clusters
  Score: Raw -173888204.015369 + Penalty 180693.279328 = -173707510.736041
  nChanged 134
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173888204.015369 + Penalty 180693.279328 = -173707510.736041
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (5361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12363.420000 sec): 2 clusters
  Score: Raw -567348.910784 + Penalty 1395.372193 = -565953.538591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12363.440000 sec): 3 clusters
  Score: Raw -564555.552790 + Penalty 2790.744386 = -561764.808404
  nChanged 2137
		SP:Iteration 1F (12363.450000 sec): 3 clusters
  Score: Raw -565979.241131 + Penalty 2790.744386 = -563188.496745
  nChanged 457
		SP:Iteration 2F (12363.460000 sec): 3 clusters
  Score: Raw -566373.738428 + Penalty 2790.744386 = -563582.994042
  nChanged 390
		SP:Iteration 3F (12363.480000 sec): 3 clusters
  Score: Raw -566695.337236 + Penalty 2790.744386 = -563904.592850
  nChanged 330
		SP:Iteration 4F (12363.490000 sec): 3 clusters
  Score: Raw -566964.152955 + Penalty 2790.744386 = -564173.408569
  nChanged 291
		SP:Iteration 5F (12363.500000 sec): 3 clusters
  Score: Raw -567229.538896 + Penalty 2790.744386 = -564438.794510
  nChanged 277
		SP:Iteration 6F (12363.520000 sec): 3 clusters
  Score: Raw -567486.222276 + Penalty 2790.744386 = -564695.477890
  nChanged 250
		SP:Iteration 7Q (12363.530000 sec): 3 clusters
  Score: Raw -567663.064524 + Penalty 2790.744386 = -564872.320138
  nChanged 176
		SP:Iteration 8Q (12363.540000 sec): 3 clusters
  Score: Raw -567778.470310 + Penalty 2790.744386 = -564987.725924
  nChanged 163
		SP:Iteration 9Q (12363.550000 sec): 3 clusters
  Score: Raw -567882.130232 + Penalty 2790.744386 = -565091.385846
  nChanged 142
		SP:Iteration 10Q (12363.570000 sec): 3 clusters
  Score: Raw -567967.089533 + Penalty 2790.744386 = -565176.345147
  nChanged 119
		SP:Iteration 11Q (12363.580000 sec): 3 clusters
  Score: Raw -568040.104005 + Penalty 2790.744386 = -565249.359619
  nChanged 101
		SP:Iteration 12Q (12363.590000 sec): 3 clusters
  Score: Raw -568090.644034 + Penalty 2790.744386 = -565299.899648
  nChanged 90
		SP:Iteration 13Q (12363.610000 sec): 3 clusters
  Score: Raw -568130.323190 + Penalty 2790.744386 = -565339.578803
  nChanged 66
		SP:Iteration 14Q (12363.620000 sec): 3 clusters
  Score: Raw -568157.453467 + Penalty 2790.744386 = -565366.709080
  nChanged 64
		SP:Iteration 15Q (12363.630000 sec): 3 clusters
  Score: Raw -568181.793283 + Penalty 2790.744386 = -565391.048897
  nChanged 47
		SP:Iteration 16Q (12363.640000 sec): 3 clusters
  Score: Raw -568198.617043 + Penalty 2790.744386 = -565407.872657
  nChanged 42
		SP:Iteration 17Q (12363.650000 sec): 3 clusters
  Score: Raw -568213.080903 + Penalty 2790.744386 = -565422.336517
  nChanged 43
		SP:Iteration 18Q (12363.670000 sec): 3 clusters
  Score: Raw -568228.201052 + Penalty 2790.744386 = -565437.456666
  nChanged 32
		SP:Iteration 19Q (12363.680000 sec): 3 clusters
  Score: Raw -568240.177791 + Penalty 2790.744386 = -565449.433404
  nChanged 32
		SP:Iteration 20F (12363.690000 sec): 3 clusters
  Score: Raw -568254.841545 + Penalty 2790.744386 = -565464.097158
  nChanged 34
		SP:Iteration 21Q (12363.710000 sec): 3 clusters
  Score: Raw -568266.874579 + Penalty 2790.744386 = -565476.130193
  nChanged 25
		SP:Iteration 22Q (12363.720000 sec): 3 clusters
  Score: Raw -568279.080558 + Penalty 2790.744386 = -565488.336172
  nChanged 28
		SP:Iteration 23Q (12363.730000 sec): 3 clusters
  Score: Raw -568290.547179 + Penalty 2790.744386 = -565499.802793
  nChanged 28
		SP:Iteration 24Q (12363.740000 sec): 3 clusters
  Score: Raw -568304.045838 + Penalty 2790.744386 = -565513.301452
  nChanged 25
		SP:Iteration 25Q (12363.750000 sec): 3 clusters
  Score: Raw -568320.456163 + Penalty 2790.744386 = -565529.711776
  nChanged 24
		SP:Iteration 26Q (12363.770000 sec): 3 clusters
  Score: Raw -568334.523401 + Penalty 2790.744386 = -565543.779015
  nChanged 38
		SP:Iteration 27Q (12363.780000 sec): 3 clusters
  Score: Raw -568355.620452 + Penalty 2790.744386 = -565564.876066
  nChanged 30
		SP:Iteration 28Q (12363.790000 sec): 3 clusters
  Score: Raw -568366.579492 + Penalty 2790.744386 = -565575.835106
  nChanged 23
		SP:Iteration 29Q (12363.800000 sec): 3 clusters
  Score: Raw -568375.284297 + Penalty 2790.744386 = -565584.539911
  nChanged 20
		SP:Iteration 30Q (12363.810000 sec): 3 clusters
  Score: Raw -568382.782569 + Penalty 2790.744386 = -565592.038183
  nChanged 18
		SP:Iteration 31Q (12363.830000 sec): 3 clusters
  Score: Raw -568388.146487 + Penalty 2790.744386 = -565597.402100
  nChanged 10
		SP:Iteration 32Q (12363.840000 sec): 3 clusters
  Score: Raw -568391.645762 + Penalty 2790.744386 = -565600.901376
  nChanged 11
		SP:Iteration 33Q (12363.850000 sec): 3 clusters
  Score: Raw -568395.496001 + Penalty 2790.744386 = -565604.751615
  nChanged 9
		SP:Iteration 34Q (12363.860000 sec): 3 clusters
  Score: Raw -568398.444540 + Penalty 2790.744386 = -565607.700153
  nChanged 8
		SP:Iteration 35Q (12363.870000 sec): 3 clusters
  Score: Raw -568401.985152 + Penalty 2790.744386 = -565611.240766
  nChanged 14
		SP:Iteration 36Q (12363.890000 sec): 3 clusters
  Score: Raw -568409.816194 + Penalty 2790.744386 = -565619.071808
  nChanged 17
		SP:Iteration 37Q (12363.900000 sec): 3 clusters
  Score: Raw -568420.920058 + Penalty 2790.744386 = -565630.175672
  nChanged 24
		SP:Iteration 38Q (12363.910000 sec): 3 clusters
  Score: Raw -568437.325364 + Penalty 2790.744386 = -565646.580978
  nChanged 34
		SP:Iteration 39Q (12363.920000 sec): 3 clusters
  Score: Raw -568470.880019 + Penalty 2790.744386 = -565680.135633
  nChanged 47
		SP:Iteration 40F (12363.930000 sec): 3 clusters
  Score: Raw -568529.523475 + Penalty 2790.744386 = -565738.779089
  nChanged 49
		SP:Iteration 41Q (12363.950000 sec): 3 clusters
  Score: Raw -568584.064395 + Penalty 2790.744386 = -565793.320009
  nChanged 41
		SP:Iteration 42Q (12363.960000 sec): 3 clusters
  Score: Raw -568610.817744 + Penalty 2790.744386 = -565820.073358
  nChanged 30
		SP:Iteration 43Q (12363.970000 sec): 3 clusters
  Score: Raw -568622.487576 + Penalty 2790.744386 = -565831.743190
  nChanged 17
		SP:Iteration 44Q (12363.980000 sec): 3 clusters
  Score: Raw -568630.063126 + Penalty 2790.744386 = -565839.318740
  nChanged 18
		SP:Iteration 45Q (12363.990000 sec): 3 clusters
  Score: Raw -568637.826796 + Penalty 2790.744386 = -565847.082410
  nChanged 26
		SP:Iteration 46Q (12364.000000 sec): 3 clusters
  Score: Raw -568649.481444 + Penalty 2790.744386 = -565858.737058
  nChanged 18
		SP:Iteration 47Q (12364.010000 sec): 3 clusters
  Score: Raw -568657.571764 + Penalty 2790.744386 = -565866.827377
  nChanged 11
		SP:Iteration 48Q (12364.030000 sec): 3 clusters
  Score: Raw -568661.979558 + Penalty 2790.744386 = -565871.235172
  nChanged 16
		SP:Iteration 49Q (12364.030000 sec): 3 clusters
  Score: Raw -568666.734483 + Penalty 2790.744386 = -565875.990096
  nChanged 14
		SP:Iteration 50Q (12364.050000 sec): 3 clusters
  Score: Raw -568673.507299 + Penalty 2790.744386 = -565882.762913
  nChanged 13
		SP:Iteration 51Q (12364.060000 sec): 3 clusters
  Score: Raw -568677.836590 + Penalty 2790.744386 = -565887.092204
  nChanged 11
		SP:Iteration 52Q (12364.070000 sec): 3 clusters
  Score: Raw -568681.315191 + Penalty 2790.744386 = -565890.570805
  nChanged 5
		SP:Iteration 53Q (12364.080000 sec): 3 clusters
  Score: Raw -568682.801894 + Penalty 2790.744386 = -565892.057508
  nChanged 4
		SP:Iteration 54Q (12364.090000 sec): 3 clusters
  Score: Raw -568683.741276 + Penalty 2790.744386 = -565892.996890
  nChanged 2
		SP:Iteration 55Q (12364.100000 sec): 3 clusters
  Score: Raw -568684.026118 + Penalty 2790.744386 = -565893.281732
  nChanged 4
		SP:Iteration 56Q (12364.110000 sec): 3 clusters
  Score: Raw -568684.805406 + Penalty 2790.744386 = -565894.061020
  nChanged 1
		SP:Iteration 57Q (12364.120000 sec): 3 clusters
  Score: Raw -568685.054153 + Penalty 2790.744386 = -565894.309767
  nChanged 2
		SP:Iteration 58Q (12364.130000 sec): 3 clusters
  Score: Raw -568685.390515 + Penalty 2790.744386 = -565894.646129
  nChanged 0
		SP:Iteration 59F (12364.150000 sec): 3 clusters
  Score: Raw -568685.390515 + Penalty 2790.744386 = -565894.646129
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (34606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12364.260000 sec): 2 clusters
  Score: Raw -3724406.768437 + Penalty 1698.414633 = -3722708.353804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12364.350000 sec): 3 clusters
  Score: Raw -3702954.951154 + Penalty 3396.829266 = -3699558.121888
  nChanged 16050
		SP:Iteration 1F (12364.440000 sec): 3 clusters
  Score: Raw -3712411.818967 + Penalty 3396.829266 = -3709014.989701
  nChanged 2179
		SP:Iteration 2F (12364.530000 sec): 3 clusters
  Score: Raw -3713502.464354 + Penalty 3396.829266 = -3710105.635089
  nChanged 2243
		SP:Iteration 3F (12364.620000 sec): 3 clusters
  Score: Raw -3714735.813346 + Penalty 3396.829266 = -3711338.984080
  nChanged 2125
		SP:Iteration 4F (12364.710000 sec): 3 clusters
  Score: Raw -3715879.144340 + Penalty 3396.829266 = -3712482.315074
  nChanged 2001
		SP:Iteration 5F (12364.810000 sec): 3 clusters
  Score: Raw -3716890.952199 + Penalty 3396.829266 = -3713494.122933
  nChanged 1790
		SP:Iteration 6F (12364.900000 sec): 3 clusters
  Score: Raw -3717783.549355 + Penalty 3396.829266 = -3714386.720090
  nChanged 1560
		SP:Iteration 7Q (12364.990000 sec): 3 clusters
  Score: Raw -3718538.384083 + Penalty 3396.829266 = -3715141.554817
  nChanged 1409
		SP:Iteration 8Q (12365.080000 sec): 3 clusters
  Score: Raw -3719232.713727 + Penalty 3396.829266 = -3715835.884461
  nChanged 1359
		SP:Iteration 9Q (12365.170000 sec): 3 clusters
  Score: Raw -3719938.288698 + Penalty 3396.829266 = -3716541.459432
  nChanged 1256
		SP:Iteration 10Q (12365.260000 sec): 3 clusters
  Score: Raw -3720705.332007 + Penalty 3396.829266 = -3717308.502741
  nChanged 1125
		SP:Iteration 11Q (12365.350000 sec): 3 clusters
  Score: Raw -3721408.860794 + Penalty 3396.829266 = -3718012.031528
  nChanged 1056
		SP:Iteration 12Q (12365.440000 sec): 3 clusters
  Score: Raw -3721984.437224 + Penalty 3396.829266 = -3718587.607958
  nChanged 893
		SP:Iteration 13Q (12365.530000 sec): 3 clusters
  Score: Raw -3722438.395622 + Penalty 3396.829266 = -3719041.566357
  nChanged 784
		SP:Iteration 14Q (12365.610000 sec): 3 clusters
  Score: Raw -3722815.497121 + Penalty 3396.829266 = -3719418.667855
  nChanged 716
		SP:Iteration 15Q (12365.700000 sec): 3 clusters
  Score: Raw -3723147.761330 + Penalty 3396.829266 = -3719750.932064
  nChanged 644
		SP:Iteration 16Q (12365.780000 sec): 3 clusters
  Score: Raw -3723429.452745 + Penalty 3396.829266 = -3720032.623479
  nChanged 554
		SP:Iteration 17Q (12365.870000 sec): 3 clusters
  Score: Raw -3723696.598264 + Penalty 3396.829266 = -3720299.768998
  nChanged 557
		SP:Iteration 18Q (12365.950000 sec): 3 clusters
  Score: Raw -3723982.699050 + Penalty 3396.829266 = -3720585.869784
  nChanged 513
		SP:Iteration 19Q (12366.030000 sec): 3 clusters
  Score: Raw -3724263.537038 + Penalty 3396.829266 = -3720866.707772
  nChanged 429
		SP:Iteration 20F (12366.110000 sec): 3 clusters
  Score: Raw -3724506.901044 + Penalty 3396.829266 = -3721110.071778
  nChanged 361
		SP:Iteration 21Q (12366.190000 sec): 3 clusters
  Score: Raw -3724716.124584 + Penalty 3396.829266 = -3721319.295318
  nChanged 316
		SP:Iteration 22Q (12366.270000 sec): 3 clusters
  Score: Raw -3724916.534030 + Penalty 3396.829266 = -3721519.704765
  nChanged 249
		SP:Iteration 23Q (12366.340000 sec): 3 clusters
  Score: Raw -3725092.153300 + Penalty 3396.829266 = -3721695.324034
  nChanged 192
		SP:Iteration 24Q (12366.410000 sec): 3 clusters
  Score: Raw -3725235.182447 + Penalty 3396.829266 = -3721838.353182
  nChanged 166
		SP:Iteration 25Q (12366.490000 sec): 3 clusters
  Score: Raw -3725348.439439 + Penalty 3396.829266 = -3721951.610173
  nChanged 122
		SP:Iteration 26Q (12366.560000 sec): 3 clusters
  Score: Raw -3725423.082655 + Penalty 3396.829266 = -3722026.253389
  nChanged 94
		SP:Iteration 27Q (12366.630000 sec): 3 clusters
  Score: Raw -3725475.216148 + Penalty 3396.829266 = -3722078.386883
  nChanged 76
		SP:Iteration 28Q (12366.700000 sec): 3 clusters
  Score: Raw -3725515.931628 + Penalty 3396.829266 = -3722119.102362
  nChanged 55
		SP:Iteration 29Q (12366.770000 sec): 3 clusters
  Score: Raw -3725546.804358 + Penalty 3396.829266 = -3722149.975092
  nChanged 49
		SP:Iteration 30Q (12366.840000 sec): 3 clusters
  Score: Raw -3725572.802904 + Penalty 3396.829266 = -3722175.973638
  nChanged 45
		SP:Iteration 31Q (12366.910000 sec): 3 clusters
  Score: Raw -3725594.144589 + Penalty 3396.829266 = -3722197.315323
  nChanged 39
		SP:Iteration 32Q (12366.980000 sec): 3 clusters
  Score: Raw -3725610.306756 + Penalty 3396.829266 = -3722213.477490
  nChanged 23
		SP:Iteration 33Q (12367.050000 sec): 3 clusters
  Score: Raw -3725620.234802 + Penalty 3396.829266 = -3722223.405536
  nChanged 25
		SP:Iteration 34Q (12367.120000 sec): 3 clusters
  Score: Raw -3725629.281128 + Penalty 3396.829266 = -3722232.451862
  nChanged 20
		SP:Iteration 35Q (12367.190000 sec): 3 clusters
  Score: Raw -3725638.050874 + Penalty 3396.829266 = -3722241.221608
  nChanged 24
		SP:Iteration 36Q (12367.250000 sec): 3 clusters
  Score: Raw -3725647.804147 + Penalty 3396.829266 = -3722250.974882
  nChanged 20
		SP:Iteration 37Q (12367.320000 sec): 3 clusters
  Score: Raw -3725654.541866 + Penalty 3396.829266 = -3722257.712600
  nChanged 10
		SP:Iteration 38Q (12367.390000 sec): 3 clusters
  Score: Raw -3725657.367594 + Penalty 3396.829266 = -3722260.538328
  nChanged 7
		SP:Iteration 39Q (12367.450000 sec): 3 clusters
  Score: Raw -3725660.122218 + Penalty 3396.829266 = -3722263.292952
  nChanged 7
		SP:Iteration 40F (12367.550000 sec): 3 clusters
  Score: Raw -3725661.892927 + Penalty 3396.829266 = -3722265.063661
  nChanged 9
		SP:Iteration 41Q (12367.610000 sec): 3 clusters
  Score: Raw -3725663.421194 + Penalty 3396.829266 = -3722266.591928
  nChanged 5
		SP:Iteration 42Q (12367.680000 sec): 3 clusters
  Score: Raw -3725665.482669 + Penalty 3396.829266 = -3722268.653404
  nChanged 4
		SP:Iteration 43Q (12367.750000 sec): 3 clusters
  Score: Raw -3725666.623527 + Penalty 3396.829266 = -3722269.794261
  nChanged 2
		SP:Iteration 44Q (12367.820000 sec): 3 clusters
  Score: Raw -3725667.143156 + Penalty 3396.829266 = -3722270.313890
  nChanged 2
		SP:Iteration 45Q (12367.890000 sec): 3 clusters
  Score: Raw -3725667.884868 + Penalty 3396.829266 = -3722271.055602
  nChanged 3
		SP:Iteration 46Q (12367.950000 sec): 3 clusters
  Score: Raw -3725668.280858 + Penalty 3396.829266 = -3722271.451592
  nChanged 1
		SP:Iteration 47Q (12368.020000 sec): 3 clusters
  Score: Raw -3725668.463468 + Penalty 3396.829266 = -3722271.634202
  nChanged 1
		SP:Iteration 48Q (12368.090000 sec): 3 clusters
  Score: Raw -3725668.541916 + Penalty 3396.829266 = -3722271.712650
  nChanged 1
		SP:Iteration 49Q (12368.160000 sec): 3 clusters
  Score: Raw -3725668.609717 + Penalty 3396.829266 = -3722271.780451
  nChanged 0
		SP:Iteration 50F (12368.250000 sec): 3 clusters
  Score: Raw -3725668.609717 + Penalty 3396.829266 = -3722271.780451
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12368.330000 sec): 2 clusters
  Score: Raw -3185788.691877 + Penalty 1659.390492 = -3184129.301384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12368.400000 sec): 3 clusters
  Score: Raw -3168999.377992 + Penalty 3318.780984 = -3165680.597007
  nChanged 12485
		SP:Iteration 1F (12368.470000 sec): 3 clusters
  Score: Raw -3175979.851756 + Penalty 3318.780984 = -3172661.070772
  nChanged 1243
		SP:Iteration 2Q (12368.540000 sec): 3 clusters
  Score: Raw -3176412.016138 + Penalty 3318.780984 = -3173093.235153
  nChanged 1242
		SP:Iteration 3Q (12368.610000 sec): 3 clusters
  Score: Raw -3176902.478194 + Penalty 3318.780984 = -3173583.697210
  nChanged 1383
		SP:Iteration 4F (12368.680000 sec): 3 clusters
  Score: Raw -3177597.401273 + Penalty 3318.780984 = -3174278.620289
  nChanged 1589
		SP:Iteration 5F (12368.750000 sec): 3 clusters
  Score: Raw -3178491.647407 + Penalty 3318.780984 = -3175172.866423
  nChanged 1622
		SP:Iteration 6F (12368.820000 sec): 3 clusters
  Score: Raw -3179394.598357 + Penalty 3318.780984 = -3176075.817373
  nChanged 1498
		SP:Iteration 7F (12368.890000 sec): 3 clusters
  Score: Raw -3180109.245936 + Penalty 3318.780984 = -3176790.464951
  nChanged 1237
		SP:Iteration 8Q (12368.970000 sec): 3 clusters
  Score: Raw -3180618.648124 + Penalty 3318.780984 = -3177299.867140
  nChanged 1039
		SP:Iteration 9Q (12369.040000 sec): 3 clusters
  Score: Raw -3181016.448498 + Penalty 3318.780984 = -3177697.667513
  nChanged 901
		SP:Iteration 10Q (12369.110000 sec): 3 clusters
  Score: Raw -3181323.670039 + Penalty 3318.780984 = -3178004.889054
  nChanged 766
		SP:Iteration 11Q (12369.180000 sec): 3 clusters
  Score: Raw -3181586.197187 + Penalty 3318.780984 = -3178267.416203
  nChanged 730
		SP:Iteration 12Q (12369.250000 sec): 3 clusters
  Score: Raw -3181857.694060 + Penalty 3318.780984 = -3178538.913076
  nChanged 769
		SP:Iteration 13Q (12369.320000 sec): 3 clusters
  Score: Raw -3182186.324250 + Penalty 3318.780984 = -3178867.543266
  nChanged 811
		SP:Iteration 14Q (12369.390000 sec): 3 clusters
  Score: Raw -3182570.140842 + Penalty 3318.780984 = -3179251.359858
  nChanged 866
		SP:Iteration 15Q (12369.460000 sec): 3 clusters
  Score: Raw -3183009.869638 + Penalty 3318.780984 = -3179691.088654
  nChanged 869
		SP:Iteration 16Q (12369.530000 sec): 3 clusters
  Score: Raw -3183457.594822 + Penalty 3318.780984 = -3180138.813838
  nChanged 765
		SP:Iteration 17Q (12369.600000 sec): 3 clusters
  Score: Raw -3183797.700240 + Penalty 3318.780984 = -3180478.919256
  nChanged 634
		SP:Iteration 18Q (12369.670000 sec): 3 clusters
  Score: Raw -3184020.255299 + Penalty 3318.780984 = -3180701.474314
  nChanged 490
		SP:Iteration 19Q (12369.740000 sec): 3 clusters
  Score: Raw -3184168.936020 + Penalty 3318.780984 = -3180850.155035
  nChanged 408
		SP:Iteration 20F (12369.810000 sec): 3 clusters
  Score: Raw -3184285.491700 + Penalty 3318.780984 = -3180966.710715
  nChanged 341
		SP:Iteration 21Q (12369.870000 sec): 3 clusters
  Score: Raw -3184378.707618 + Penalty 3318.780984 = -3181059.926633
  nChanged 309
		SP:Iteration 22Q (12369.940000 sec): 3 clusters
  Score: Raw -3184457.408511 + Penalty 3318.780984 = -3181138.627527
  nChanged 289
		SP:Iteration 23Q (12370.010000 sec): 3 clusters
  Score: Raw -3184527.918817 + Penalty 3318.780984 = -3181209.137833
  nChanged 292
		SP:Iteration 24Q (12370.070000 sec): 3 clusters
  Score: Raw -3184593.177721 + Penalty 3318.780984 = -3181274.396737
  nChanged 259
		SP:Iteration 25Q (12370.140000 sec): 3 clusters
  Score: Raw -3184650.257337 + Penalty 3318.780984 = -3181331.476352
  nChanged 238
		SP:Iteration 26Q (12370.210000 sec): 3 clusters
  Score: Raw -3184701.788721 + Penalty 3318.780984 = -3181383.007736
  nChanged 232
		SP:Iteration 27Q (12370.270000 sec): 3 clusters
  Score: Raw -3184754.411651 + Penalty 3318.780984 = -3181435.630667
  nChanged 242
		SP:Iteration 28Q (12370.340000 sec): 3 clusters
  Score: Raw -3184809.789938 + Penalty 3318.780984 = -3181491.008954
  nChanged 242
		SP:Iteration 29Q (12370.400000 sec): 3 clusters
  Score: Raw -3184872.089939 + Penalty 3318.780984 = -3181553.308954
  nChanged 254
		SP:Iteration 30Q (12370.470000 sec): 3 clusters
  Score: Raw -3184934.274513 + Penalty 3318.780984 = -3181615.493529
  nChanged 236
		SP:Iteration 31Q (12370.530000 sec): 3 clusters
  Score: Raw -3184985.785104 + Penalty 3318.780984 = -3181667.004120
  nChanged 216
		SP:Iteration 32Q (12370.590000 sec): 3 clusters
  Score: Raw -3185036.175636 + Penalty 3318.780984 = -3181717.394652
  nChanged 226
		SP:Iteration 33Q (12370.660000 sec): 3 clusters
  Score: Raw -3185091.566050 + Penalty 3318.780984 = -3181772.785066
  nChanged 242
		SP:Iteration 34Q (12370.720000 sec): 3 clusters
  Score: Raw -3185149.495529 + Penalty 3318.780984 = -3181830.714544
  nChanged 187
		SP:Iteration 35Q (12370.780000 sec): 3 clusters
  Score: Raw -3185194.746823 + Penalty 3318.780984 = -3181875.965838
  nChanged 198
		SP:Iteration 36Q (12370.850000 sec): 3 clusters
  Score: Raw -3185244.305353 + Penalty 3318.780984 = -3181925.524368
  nChanged 202
		SP:Iteration 37Q (12370.910000 sec): 3 clusters
  Score: Raw -3185294.483892 + Penalty 3318.780984 = -3181975.702908
  nChanged 189
		SP:Iteration 38Q (12370.970000 sec): 3 clusters
  Score: Raw -3185336.846277 + Penalty 3318.780984 = -3182018.065293
  nChanged 173
		SP:Iteration 39Q (12371.030000 sec): 3 clusters
  Score: Raw -3185375.572753 + Penalty 3318.780984 = -3182056.791769
  nChanged 169
		SP:Iteration 40F (12371.100000 sec): 3 clusters
  Score: Raw -3185416.029788 + Penalty 3318.780984 = -3182097.248804
  nChanged 176
		SP:Iteration 41Q (12371.160000 sec): 3 clusters
  Score: Raw -3185461.277929 + Penalty 3318.780984 = -3182142.496945
  nChanged 174
		SP:Iteration 42Q (12371.220000 sec): 3 clusters
  Score: Raw -3185509.303621 + Penalty 3318.780984 = -3182190.522637
  nChanged 178
		SP:Iteration 43Q (12371.280000 sec): 3 clusters
  Score: Raw -3185558.084402 + Penalty 3318.780984 = -3182239.303418
  nChanged 163
		SP:Iteration 44Q (12371.340000 sec): 3 clusters
  Score: Raw -3185605.324793 + Penalty 3318.780984 = -3182286.543808
  nChanged 165
		SP:Iteration 45Q (12371.400000 sec): 3 clusters
  Score: Raw -3185649.729863 + Penalty 3318.780984 = -3182330.948879
  nChanged 178
		SP:Iteration 46Q (12371.460000 sec): 3 clusters
  Score: Raw -3185696.472845 + Penalty 3318.780984 = -3182377.691861
  nChanged 166
		SP:Iteration 47Q (12371.520000 sec): 3 clusters
  Score: Raw -3185742.012341 + Penalty 3318.780984 = -3182423.231357
  nChanged 162
		SP:Iteration 48Q (12371.580000 sec): 3 clusters
  Score: Raw -3185785.468622 + Penalty 3318.780984 = -3182466.687638
  nChanged 160
		SP:Iteration 49Q (12371.640000 sec): 3 clusters
  Score: Raw -3185825.858213 + Penalty 3318.780984 = -3182507.077229
  nChanged 154
		SP:Iteration 50Q (12371.700000 sec): 3 clusters
  Score: Raw -3185864.807795 + Penalty 3318.780984 = -3182546.026811
  nChanged 135
		SP:Iteration 51Q (12371.760000 sec): 3 clusters
  Score: Raw -3185900.841686 + Penalty 3318.780984 = -3182582.060702
  nChanged 121
		SP:Iteration 52Q (12371.810000 sec): 3 clusters
  Score: Raw -3185931.362646 + Penalty 3318.780984 = -3182612.581661
  nChanged 111
		SP:Iteration 53Q (12371.870000 sec): 3 clusters
  Score: Raw -3185959.173805 + Penalty 3318.780984 = -3182640.392821
  nChanged 100
		SP:Iteration 54Q (12371.930000 sec): 3 clusters
  Score: Raw -3185986.106530 + Penalty 3318.780984 = -3182667.325545
  nChanged 110
		SP:Iteration 55Q (12371.990000 sec): 3 clusters
  Score: Raw -3186018.866491 + Penalty 3318.780984 = -3182700.085506
  nChanged 109
		SP:Iteration 56Q (12372.040000 sec): 3 clusters
  Score: Raw -3186047.680152 + Penalty 3318.780984 = -3182728.899167
  nChanged 100
		SP:Iteration 57Q (12372.100000 sec): 3 clusters
  Score: Raw -3186069.635710 + Penalty 3318.780984 = -3182750.854726
  nChanged 93
		SP:Iteration 58Q (12372.160000 sec): 3 clusters
  Score: Raw -3186093.567030 + Penalty 3318.780984 = -3182774.786045
  nChanged 78
		SP:Iteration 59Q (12372.210000 sec): 3 clusters
  Score: Raw -3186114.280855 + Penalty 3318.780984 = -3182795.499871
  nChanged 84
		SP:Iteration 60F (12372.280000 sec): 3 clusters
  Score: Raw -3186132.333561 + Penalty 3318.780984 = -3182813.552576
  nChanged 59
		SP:Iteration 61Q (12372.340000 sec): 3 clusters
  Score: Raw -3186142.521520 + Penalty 3318.780984 = -3182823.740536
  nChanged 51
		SP:Iteration 62Q (12372.400000 sec): 3 clusters
  Score: Raw -3186152.517722 + Penalty 3318.780984 = -3182833.736737
  nChanged 53
		SP:Iteration 63Q (12372.450000 sec): 3 clusters
  Score: Raw -3186162.610971 + Penalty 3318.780984 = -3182843.829986
  nChanged 50
		SP:Iteration 64Q (12372.500000 sec): 3 clusters
  Score: Raw -3186172.848638 + Penalty 3318.780984 = -3182854.067653
  nChanged 42
		SP:Iteration 65Q (12372.560000 sec): 3 clusters
  Score: Raw -3186182.334689 + Penalty 3318.780984 = -3182863.553705
  nChanged 43
		SP:Iteration 66Q (12372.620000 sec): 3 clusters
  Score: Raw -3186190.275485 + Penalty 3318.780984 = -3182871.494501
  nChanged 39
		SP:Iteration 67Q (12372.670000 sec): 3 clusters
  Score: Raw -3186196.967429 + Penalty 3318.780984 = -3182878.186445
  nChanged 27
		SP:Iteration 68Q (12372.720000 sec): 3 clusters
  Score: Raw -3186201.507757 + Penalty 3318.780984 = -3182882.726773
  nChanged 25
		SP:Iteration 69Q (12372.780000 sec): 3 clusters
  Score: Raw -3186207.253011 + Penalty 3318.780984 = -3182888.472027
  nChanged 29
		SP:Iteration 70Q (12372.840000 sec): 3 clusters
  Score: Raw -3186212.344079 + Penalty 3318.780984 = -3182893.563095
  nChanged 30
		SP:Iteration 71Q (12372.890000 sec): 3 clusters
  Score: Raw -3186218.480052 + Penalty 3318.780984 = -3182899.699068
  nChanged 22
		SP:Iteration 72Q (12372.940000 sec): 3 clusters
  Score: Raw -3186221.922264 + Penalty 3318.780984 = -3182903.141280
  nChanged 16
		SP:Iteration 73Q (12373.000000 sec): 3 clusters
  Score: Raw -3186224.624723 + Penalty 3318.780984 = -3182905.843739
  nChanged 24
		SP:Iteration 74Q (12373.060000 sec): 3 clusters
  Score: Raw -3186228.814024 + Penalty 3318.780984 = -3182910.033039
  nChanged 20
		SP:Iteration 75Q (12373.110000 sec): 3 clusters
  Score: Raw -3186234.368656 + Penalty 3318.780984 = -3182915.587671
  nChanged 26
		SP:Iteration 76Q (12373.170000 sec): 3 clusters
  Score: Raw -3186240.910547 + Penalty 3318.780984 = -3182922.129563
  nChanged 22
		SP:Iteration 77Q (12373.220000 sec): 3 clusters
  Score: Raw -3186245.482937 + Penalty 3318.780984 = -3182926.701953
  nChanged 19
		SP:Iteration 78Q (12373.280000 sec): 3 clusters
  Score: Raw -3186249.352320 + Penalty 3318.780984 = -3182930.571335
  nChanged 24
		SP:Iteration 79Q (12373.330000 sec): 3 clusters
  Score: Raw -3186253.643274 + Penalty 3318.780984 = -3182934.862290
  nChanged 29
		SP:Iteration 80F (12373.400000 sec): 3 clusters
  Score: Raw -3186259.306941 + Penalty 3318.780984 = -3182940.525957
  nChanged 24
		SP:Iteration 81Q (12373.460000 sec): 3 clusters
  Score: Raw -3186264.040709 + Penalty 3318.780984 = -3182945.259725
  nChanged 23
		SP:Iteration 82Q (12373.510000 sec): 3 clusters
  Score: Raw -3186268.582733 + Penalty 3318.780984 = -3182949.801749
  nChanged 17
		SP:Iteration 83Q (12373.560000 sec): 3 clusters
  Score: Raw -3186271.312256 + Penalty 3318.780984 = -3182952.531271
  nChanged 23
		SP:Iteration 84Q (12373.620000 sec): 3 clusters
  Score: Raw -3186275.735788 + Penalty 3318.780984 = -3182956.954803
  nChanged 17
		SP:Iteration 85Q (12373.670000 sec): 3 clusters
  Score: Raw -3186278.147986 + Penalty 3318.780984 = -3182959.367002
  nChanged 13
		SP:Iteration 86Q (12373.730000 sec): 3 clusters
  Score: Raw -3186281.075095 + Penalty 3318.780984 = -3182962.294111
  nChanged 15
		SP:Iteration 87Q (12373.780000 sec): 3 clusters
  Score: Raw -3186284.108168 + Penalty 3318.780984 = -3182965.327184
  nChanged 12
		SP:Iteration 88Q (12373.840000 sec): 3 clusters
  Score: Raw -3186286.139920 + Penalty 3318.780984 = -3182967.358936
  nChanged 10
		SP:Iteration 89Q (12373.890000 sec): 3 clusters
  Score: Raw -3186288.048421 + Penalty 3318.780984 = -3182969.267437
  nChanged 7
		SP:Iteration 90Q (12373.940000 sec): 3 clusters
  Score: Raw -3186289.241491 + Penalty 3318.780984 = -3182970.460506
  nChanged 5
		SP:Iteration 91Q (12374.000000 sec): 3 clusters
  Score: Raw -3186290.101398 + Penalty 3318.780984 = -3182971.320414
  nChanged 4
		SP:Iteration 92Q (12374.050000 sec): 3 clusters
  Score: Raw -3186290.558863 + Penalty 3318.780984 = -3182971.777879
  nChanged 4
		SP:Iteration 93Q (12374.110000 sec): 3 clusters
  Score: Raw -3186291.255837 + Penalty 3318.780984 = -3182972.474853
  nChanged 5
		SP:Iteration 94Q (12374.160000 sec): 3 clusters
  Score: Raw -3186292.130175 + Penalty 3318.780984 = -3182973.349191
  nChanged 5
		SP:Iteration 95Q (12374.220000 sec): 3 clusters
  Score: Raw -3186292.777434 + Penalty 3318.780984 = -3182973.996449
  nChanged 1
		SP:Iteration 96Q (12374.270000 sec): 3 clusters
  Score: Raw -3186292.883039 + Penalty 3318.780984 = -3182974.102055
  nChanged 0
		SP:Iteration 97F (12374.340000 sec): 3 clusters
  Score: Raw -3186292.883039 + Penalty 3318.780984 = -3182974.102055
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (10495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12374.380000 sec): 2 clusters
  Score: Raw -1214528.733970 + Penalty 1504.531313 = -1213024.202658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12374.410000 sec): 3 clusters
  Score: Raw -1208577.830610 + Penalty 3009.062625 = -1205568.767984
  nChanged 4510
		SP:Iteration 1F (12374.430000 sec): 3 clusters
  Score: Raw -1211026.445594 + Penalty 3009.062625 = -1208017.382968
  nChanged 625
		SP:Iteration 2F (12374.460000 sec): 3 clusters
  Score: Raw -1211277.558729 + Penalty 3009.062625 = -1208268.496104
  nChanged 501
		SP:Iteration 3Q (12374.490000 sec): 3 clusters
  Score: Raw -1211482.685360 + Penalty 3009.062625 = -1208473.622735
  nChanged 427
		SP:Iteration 4Q (12374.510000 sec): 3 clusters
  Score: Raw -1211661.493299 + Penalty 3009.062625 = -1208652.430673
  nChanged 403
		SP:Iteration 5Q (12374.540000 sec): 3 clusters
  Score: Raw -1211845.812769 + Penalty 3009.062625 = -1208836.750144
  nChanged 405
		SP:Iteration 6Q (12374.570000 sec): 3 clusters
  Score: Raw -1212026.483085 + Penalty 3009.062625 = -1209017.420459
  nChanged 383
		SP:Iteration 7Q (12374.590000 sec): 3 clusters
  Score: Raw -1212211.691181 + Penalty 3009.062625 = -1209202.628555
  nChanged 379
		SP:Iteration 8Q (12374.620000 sec): 3 clusters
  Score: Raw -1212407.842214 + Penalty 3009.062625 = -1209398.779589
  nChanged 390
		SP:Iteration 9Q (12374.640000 sec): 3 clusters
  Score: Raw -1212633.788047 + Penalty 3009.062625 = -1209624.725421
  nChanged 396
		SP:Iteration 10Q (12374.670000 sec): 3 clusters
  Score: Raw -1212880.446400 + Penalty 3009.062625 = -1209871.383774
  nChanged 417
		SP:Iteration 11Q (12374.700000 sec): 3 clusters
  Score: Raw -1213132.031176 + Penalty 3009.062625 = -1210122.968550
  nChanged 394
		SP:Iteration 12Q (12374.720000 sec): 3 clusters
  Score: Raw -1213401.656620 + Penalty 3009.062625 = -1210392.593994
  nChanged 386
		SP:Iteration 13Q (12374.750000 sec): 3 clusters
  Score: Raw -1213677.211015 + Penalty 3009.062625 = -1210668.148389
  nChanged 309
		SP:Iteration 14Q (12374.780000 sec): 3 clusters
  Score: Raw -1213914.009219 + Penalty 3009.062625 = -1210904.946593
  nChanged 279
		SP:Iteration 15Q (12374.800000 sec): 3 clusters
  Score: Raw -1214132.724308 + Penalty 3009.062625 = -1211123.661683
  nChanged 226
		SP:Iteration 16Q (12374.820000 sec): 3 clusters
  Score: Raw -1214296.294192 + Penalty 3009.062625 = -1211287.231566
  nChanged 163
		SP:Iteration 17Q (12374.840000 sec): 3 clusters
  Score: Raw -1214391.711085 + Penalty 3009.062625 = -1211382.648459
  nChanged 114
		SP:Iteration 18Q (12374.870000 sec): 3 clusters
  Score: Raw -1214455.614417 + Penalty 3009.062625 = -1211446.551791
  nChanged 91
		SP:Iteration 19Q (12374.890000 sec): 3 clusters
  Score: Raw -1214496.446153 + Penalty 3009.062625 = -1211487.383527
  nChanged 62
		SP:Iteration 20F (12374.920000 sec): 3 clusters
  Score: Raw -1214524.132327 + Penalty 3009.062625 = -1211515.069701
  nChanged 47
		SP:Iteration 21Q (12374.940000 sec): 3 clusters
  Score: Raw -1214541.380436 + Penalty 3009.062625 = -1211532.317811
  nChanged 37
		SP:Iteration 22Q (12374.960000 sec): 3 clusters
  Score: Raw -1214557.134454 + Penalty 3009.062625 = -1211548.071828
  nChanged 30
		SP:Iteration 23Q (12374.980000 sec): 3 clusters
  Score: Raw -1214567.165061 + Penalty 3009.062625 = -1211558.102436
  nChanged 30
		SP:Iteration 24Q (12375.000000 sec): 3 clusters
  Score: Raw -1214578.330239 + Penalty 3009.062625 = -1211569.267614
  nChanged 31
		SP:Iteration 25Q (12375.020000 sec): 3 clusters
  Score: Raw -1214590.958734 + Penalty 3009.062625 = -1211581.896109
  nChanged 29
		SP:Iteration 26Q (12375.040000 sec): 3 clusters
  Score: Raw -1214603.086923 + Penalty 3009.062625 = -1211594.024298
  nChanged 27
		SP:Iteration 27Q (12375.060000 sec): 3 clusters
  Score: Raw -1214613.569163 + Penalty 3009.062625 = -1211604.506537
  nChanged 19
		SP:Iteration 28Q (12375.080000 sec): 3 clusters
  Score: Raw -1214621.745794 + Penalty 3009.062625 = -1211612.683169
  nChanged 22
		SP:Iteration 29Q (12375.100000 sec): 3 clusters
  Score: Raw -1214630.149081 + Penalty 3009.062625 = -1211621.086456
  nChanged 21
		SP:Iteration 30Q (12375.120000 sec): 3 clusters
  Score: Raw -1214638.782110 + Penalty 3009.062625 = -1211629.719485
  nChanged 23
		SP:Iteration 31Q (12375.140000 sec): 3 clusters
  Score: Raw -1214647.087236 + Penalty 3009.062625 = -1211638.024611
  nChanged 18
		SP:Iteration 32Q (12375.160000 sec): 3 clusters
  Score: Raw -1214654.097785 + Penalty 3009.062625 = -1211645.035160
  nChanged 20
		SP:Iteration 33Q (12375.190000 sec): 3 clusters
  Score: Raw -1214662.785841 + Penalty 3009.062625 = -1211653.723216
  nChanged 20
		SP:Iteration 34Q (12375.210000 sec): 3 clusters
  Score: Raw -1214669.279959 + Penalty 3009.062625 = -1211660.217333
  nChanged 13
		SP:Iteration 35Q (12375.230000 sec): 3 clusters
  Score: Raw -1214673.031849 + Penalty 3009.062625 = -1211663.969223
  nChanged 10
		SP:Iteration 36Q (12375.250000 sec): 3 clusters
  Score: Raw -1214676.034588 + Penalty 3009.062625 = -1211666.971962
  nChanged 6
		SP:Iteration 37Q (12375.270000 sec): 3 clusters
  Score: Raw -1214677.901612 + Penalty 3009.062625 = -1211668.838987
  nChanged 5
		SP:Iteration 38Q (12375.290000 sec): 3 clusters
  Score: Raw -1214679.418413 + Penalty 3009.062625 = -1211670.355787
  nChanged 7
		SP:Iteration 39Q (12375.310000 sec): 3 clusters
  Score: Raw -1214681.796915 + Penalty 3009.062625 = -1211672.734289
  nChanged 3
		SP:Iteration 40F (12375.340000 sec): 3 clusters
  Score: Raw -1214683.097349 + Penalty 3009.062625 = -1211674.034723
  nChanged 6
		SP:Iteration 41Q (12375.360000 sec): 3 clusters
  Score: Raw -1214684.788264 + Penalty 3009.062625 = -1211675.725639
  nChanged 5
		SP:Iteration 42Q (12375.380000 sec): 3 clusters
  Score: Raw -1214686.341386 + Penalty 3009.062625 = -1211677.278761
  nChanged 6
		SP:Iteration 43Q (12375.400000 sec): 3 clusters
  Score: Raw -1214687.415196 + Penalty 3009.062625 = -1211678.352570
  nChanged 2
		SP:Iteration 44Q (12375.420000 sec): 3 clusters
  Score: Raw -1214687.810602 + Penalty 3009.062625 = -1211678.747977
  nChanged 3
		SP:Iteration 45Q (12375.440000 sec): 3 clusters
  Score: Raw -1214688.265541 + Penalty 3009.062625 = -1211679.202916
  nChanged 0
		SP:Iteration 46F (12375.460000 sec): 3 clusters
  Score: Raw -1214688.265541 + Penalty 3009.062625 = -1211679.202916
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12375.480000 sec): 2 clusters
  Score: Raw -355644.607064 + Penalty 1315.980063 = -354328.627001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12375.490000 sec): 3 clusters
  Score: Raw -354078.860445 + Penalty 2631.960125 = -351446.900320
  nChanged 1314
		SP:Iteration 1F (12375.500000 sec): 3 clusters
  Score: Raw -355140.875639 + Penalty 2631.960125 = -352508.915514
  nChanged 300
		SP:Iteration 2F (12375.500000 sec): 3 clusters
  Score: Raw -355428.912885 + Penalty 2631.960125 = -352796.952760
  nChanged 214
		SP:Iteration 3F (12375.510000 sec): 3 clusters
  Score: Raw -355623.373120 + Penalty 2631.960125 = -352991.412995
  nChanged 159
		SP:Iteration 4Q (12375.520000 sec): 3 clusters
  Score: Raw -355727.475528 + Penalty 2631.960125 = -353095.515403
  nChanged 111
		SP:Iteration 5Q (12375.530000 sec): 3 clusters
  Score: Raw -355797.674251 + Penalty 2631.960125 = -353165.714126
  nChanged 70
		SP:Iteration 6Q (12375.540000 sec): 3 clusters
  Score: Raw -355843.207967 + Penalty 2631.960125 = -353211.247842
  nChanged 64
		SP:Iteration 7Q (12375.540000 sec): 3 clusters
  Score: Raw -355881.298252 + Penalty 2631.960125 = -353249.338127
  nChanged 67
		SP:Iteration 8Q (12375.550000 sec): 3 clusters
  Score: Raw -355916.342965 + Penalty 2631.960125 = -353284.382840
  nChanged 49
		SP:Iteration 9Q (12375.560000 sec): 3 clusters
  Score: Raw -355948.847412 + Penalty 2631.960125 = -353316.887287
  nChanged 51
		SP:Iteration 10Q (12375.570000 sec): 3 clusters
  Score: Raw -355983.102081 + Penalty 2631.960125 = -353351.141956
  nChanged 42
		SP:Iteration 11Q (12375.580000 sec): 3 clusters
  Score: Raw -356006.700052 + Penalty 2631.960125 = -353374.739927
  nChanged 36
		SP:Iteration 12Q (12375.580000 sec): 3 clusters
  Score: Raw -356034.714610 + Penalty 2631.960125 = -353402.754485
  nChanged 35
		SP:Iteration 13Q (12375.590000 sec): 3 clusters
  Score: Raw -356061.189246 + Penalty 2631.960125 = -353429.229121
  nChanged 32
		SP:Iteration 14Q (12375.600000 sec): 3 clusters
  Score: Raw -356081.362442 + Penalty 2631.960125 = -353449.402317
  nChanged 33
		SP:Iteration 15Q (12375.600000 sec): 3 clusters
  Score: Raw -356099.005656 + Penalty 2631.960125 = -353467.045531
  nChanged 35
		SP:Iteration 16Q (12375.610000 sec): 3 clusters
  Score: Raw -356121.332302 + Penalty 2631.960125 = -353489.372177
  nChanged 34
		SP:Iteration 17Q (12375.620000 sec): 3 clusters
  Score: Raw -356150.460224 + Penalty 2631.960125 = -353518.500099
  nChanged 31
		SP:Iteration 18Q (12375.630000 sec): 3 clusters
  Score: Raw -356169.616244 + Penalty 2631.960125 = -353537.656119
  nChanged 16
		SP:Iteration 19Q (12375.640000 sec): 3 clusters
  Score: Raw -356178.495784 + Penalty 2631.960125 = -353546.535659
  nChanged 20
		SP:Iteration 20F (12375.640000 sec): 3 clusters
  Score: Raw -356189.335745 + Penalty 2631.960125 = -353557.375620
  nChanged 15
		SP:Iteration 21Q (12375.650000 sec): 3 clusters
  Score: Raw -356196.998655 + Penalty 2631.960125 = -353565.038530
  nChanged 12
		SP:Iteration 22Q (12375.660000 sec): 3 clusters
  Score: Raw -356201.279007 + Penalty 2631.960125 = -353569.318882
  nChanged 8
		SP:Iteration 23Q (12375.660000 sec): 3 clusters
  Score: Raw -356204.483941 + Penalty 2631.960125 = -353572.523816
  nChanged 3
		SP:Iteration 24Q (12375.670000 sec): 3 clusters
  Score: Raw -356205.648230 + Penalty 2631.960125 = -353573.688105
  nChanged 1
		SP:Iteration 25Q (12375.680000 sec): 3 clusters
  Score: Raw -356205.761755 + Penalty 2631.960125 = -353573.801630
  nChanged 0
		SP:Iteration 26F (12375.690000 sec): 3 clusters
  Score: Raw -356205.761755 + Penalty 2631.960125 = -353573.801630
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (8130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12375.720000 sec): 2 clusters
  Score: Raw -872376.753171 + Penalty 1463.038883 = -870913.714288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12375.740000 sec): 3 clusters
  Score: Raw -867988.305118 + Penalty 2926.077766 = -865062.227352
  nChanged 3423
		SP:Iteration 1F (12375.760000 sec): 3 clusters
  Score: Raw -869996.845265 + Penalty 2926.077766 = -867070.767499
  nChanged 547
		SP:Iteration 2F (12375.780000 sec): 3 clusters
  Score: Raw -870276.524094 + Penalty 2926.077766 = -867350.446328
  nChanged 429
		SP:Iteration 3F (12375.800000 sec): 3 clusters
  Score: Raw -870495.281998 + Penalty 2926.077766 = -867569.204232
  nChanged 392
		SP:Iteration 4Q (12375.820000 sec): 3 clusters
  Score: Raw -870706.566408 + Penalty 2926.077766 = -867780.488642
  nChanged 386
		SP:Iteration 5Q (12375.840000 sec): 3 clusters
  Score: Raw -870979.130771 + Penalty 2926.077766 = -868053.053005
  nChanged 417
		SP:Iteration 6F (12375.860000 sec): 3 clusters
  Score: Raw -871302.079754 + Penalty 2926.077766 = -868376.001988
  nChanged 427
		SP:Iteration 7F (12375.880000 sec): 3 clusters
  Score: Raw -871602.576191 + Penalty 2926.077766 = -868676.498425
  nChanged 363
		SP:Iteration 8Q (12375.900000 sec): 3 clusters
  Score: Raw -871829.899312 + Penalty 2926.077766 = -868903.821546
  nChanged 327
		SP:Iteration 9Q (12375.920000 sec): 3 clusters
  Score: Raw -871993.770845 + Penalty 2926.077766 = -869067.693079
  nChanged 250
		SP:Iteration 10Q (12375.940000 sec): 3 clusters
  Score: Raw -872115.284066 + Penalty 2926.077766 = -869189.206301
  nChanged 189
		SP:Iteration 11Q (12375.960000 sec): 3 clusters
  Score: Raw -872210.784166 + Penalty 2926.077766 = -869284.706400
  nChanged 184
		SP:Iteration 12Q (12375.980000 sec): 3 clusters
  Score: Raw -872299.385809 + Penalty 2926.077766 = -869373.308043
  nChanged 147
		SP:Iteration 13Q (12376.000000 sec): 3 clusters
  Score: Raw -872362.199292 + Penalty 2926.077766 = -869436.121526
  nChanged 106
		SP:Iteration 14Q (12376.020000 sec): 3 clusters
  Score: Raw -872396.257814 + Penalty 2926.077766 = -869470.180048
  nChanged 93
		SP:Iteration 15Q (12376.040000 sec): 3 clusters
  Score: Raw -872423.955707 + Penalty 2926.077766 = -869497.877941
  nChanged 82
		SP:Iteration 16Q (12376.060000 sec): 3 clusters
  Score: Raw -872444.335869 + Penalty 2926.077766 = -869518.258103
  nChanged 66
		SP:Iteration 17Q (12376.080000 sec): 3 clusters
  Score: Raw -872460.377907 + Penalty 2926.077766 = -869534.300141
  nChanged 47
		SP:Iteration 18Q (12376.100000 sec): 3 clusters
  Score: Raw -872471.462583 + Penalty 2926.077766 = -869545.384817
  nChanged 52
		SP:Iteration 19Q (12376.120000 sec): 3 clusters
  Score: Raw -872488.429781 + Penalty 2926.077766 = -869562.352015
  nChanged 64
		SP:Iteration 20F (12376.140000 sec): 3 clusters
  Score: Raw -872509.584191 + Penalty 2926.077766 = -869583.506426
  nChanged 69
		SP:Iteration 21Q (12376.160000 sec): 3 clusters
  Score: Raw -872530.090989 + Penalty 2926.077766 = -869604.013223
  nChanged 61
		SP:Iteration 22Q (12376.170000 sec): 3 clusters
  Score: Raw -872548.132755 + Penalty 2926.077766 = -869622.054989
  nChanged 56
		SP:Iteration 23Q (12376.190000 sec): 3 clusters
  Score: Raw -872561.010269 + Penalty 2926.077766 = -869634.932504
  nChanged 53
		SP:Iteration 24Q (12376.210000 sec): 3 clusters
  Score: Raw -872575.698847 + Penalty 2926.077766 = -869649.621081
  nChanged 55
		SP:Iteration 25Q (12376.230000 sec): 3 clusters
  Score: Raw -872592.958022 + Penalty 2926.077766 = -869666.880256
  nChanged 69
		SP:Iteration 26Q (12376.250000 sec): 3 clusters
  Score: Raw -872612.120712 + Penalty 2926.077766 = -869686.042946
  nChanged 67
		SP:Iteration 27Q (12376.270000 sec): 3 clusters
  Score: Raw -872635.052011 + Penalty 2926.077766 = -869708.974245
  nChanged 55
		SP:Iteration 28Q (12376.290000 sec): 3 clusters
  Score: Raw -872650.818804 + Penalty 2926.077766 = -869724.741038
  nChanged 55
		SP:Iteration 29Q (12376.310000 sec): 3 clusters
  Score: Raw -872668.699430 + Penalty 2926.077766 = -869742.621664
  nChanged 59
		SP:Iteration 30Q (12376.330000 sec): 3 clusters
  Score: Raw -872688.925068 + Penalty 2926.077766 = -869762.847302
  nChanged 59
		SP:Iteration 31Q (12376.340000 sec): 3 clusters
  Score: Raw -872708.882465 + Penalty 2926.077766 = -869782.804700
  nChanged 48
		SP:Iteration 32Q (12376.360000 sec): 3 clusters
  Score: Raw -872724.147305 + Penalty 2926.077766 = -869798.069539
  nChanged 33
		SP:Iteration 33Q (12376.380000 sec): 3 clusters
  Score: Raw -872733.128148 + Penalty 2926.077766 = -869807.050382
  nChanged 32
		SP:Iteration 34Q (12376.400000 sec): 3 clusters
  Score: Raw -872742.740638 + Penalty 2926.077766 = -869816.662872
  nChanged 30
		SP:Iteration 35Q (12376.420000 sec): 3 clusters
  Score: Raw -872753.164360 + Penalty 2926.077766 = -869827.086594
  nChanged 30
		SP:Iteration 36Q (12376.440000 sec): 3 clusters
  Score: Raw -872761.978292 + Penalty 2926.077766 = -869835.900526
  nChanged 23
		SP:Iteration 37Q (12376.460000 sec): 3 clusters
  Score: Raw -872767.789125 + Penalty 2926.077766 = -869841.711359
  nChanged 19
		SP:Iteration 38Q (12376.480000 sec): 3 clusters
  Score: Raw -872771.618741 + Penalty 2926.077766 = -869845.540975
  nChanged 16
		SP:Iteration 39Q (12376.500000 sec): 3 clusters
  Score: Raw -872774.754056 + Penalty 2926.077766 = -869848.676290
  nChanged 12
		SP:Iteration 40F (12376.520000 sec): 3 clusters
  Score: Raw -872778.288404 + Penalty 2926.077766 = -869852.210638
  nChanged 17
		SP:Iteration 41Q (12376.530000 sec): 3 clusters
  Score: Raw -872782.129990 + Penalty 2926.077766 = -869856.052224
  nChanged 14
		SP:Iteration 42Q (12376.550000 sec): 3 clusters
  Score: Raw -872784.714074 + Penalty 2926.077766 = -869858.636308
  nChanged 10
		SP:Iteration 43Q (12376.570000 sec): 3 clusters
  Score: Raw -872786.807154 + Penalty 2926.077766 = -869860.729389
  nChanged 11
		SP:Iteration 44Q (12376.590000 sec): 3 clusters
  Score: Raw -872788.489892 + Penalty 2926.077766 = -869862.412126
  nChanged 11
		SP:Iteration 45Q (12376.610000 sec): 3 clusters
  Score: Raw -872790.679362 + Penalty 2926.077766 = -869864.601596
  nChanged 9
		SP:Iteration 46Q (12376.620000 sec): 3 clusters
  Score: Raw -872793.007452 + Penalty 2926.077766 = -869866.929686
  nChanged 15
		SP:Iteration 47Q (12376.640000 sec): 3 clusters
  Score: Raw -872796.679122 + Penalty 2926.077766 = -869870.601357
  nChanged 19
		SP:Iteration 48Q (12376.660000 sec): 3 clusters
  Score: Raw -872800.057582 + Penalty 2926.077766 = -869873.979816
  nChanged 11
		SP:Iteration 49Q (12376.680000 sec): 3 clusters
  Score: Raw -872801.889147 + Penalty 2926.077766 = -869875.811381
  nChanged 15
		SP:Iteration 50Q (12376.700000 sec): 3 clusters
  Score: Raw -872804.888233 + Penalty 2926.077766 = -869878.810467
  nChanged 15
		SP:Iteration 51Q (12376.720000 sec): 3 clusters
  Score: Raw -872808.007467 + Penalty 2926.077766 = -869881.929701
  nChanged 12
		SP:Iteration 52Q (12376.740000 sec): 3 clusters
  Score: Raw -872811.188961 + Penalty 2926.077766 = -869885.111195
  nChanged 13
		SP:Iteration 53Q (12376.760000 sec): 3 clusters
  Score: Raw -872813.974247 + Penalty 2926.077766 = -869887.896481
  nChanged 13
		SP:Iteration 54Q (12376.770000 sec): 3 clusters
  Score: Raw -872815.852141 + Penalty 2926.077766 = -869889.774376
  nChanged 11
		SP:Iteration 55Q (12376.790000 sec): 3 clusters
  Score: Raw -872818.024002 + Penalty 2926.077766 = -869891.946236
  nChanged 9
		SP:Iteration 56Q (12376.810000 sec): 3 clusters
  Score: Raw -872821.605315 + Penalty 2926.077766 = -869895.527549
  nChanged 7
		SP:Iteration 57Q (12376.830000 sec): 3 clusters
  Score: Raw -872823.344111 + Penalty 2926.077766 = -869897.266345
  nChanged 9
		SP:Iteration 58Q (12376.840000 sec): 3 clusters
  Score: Raw -872825.808487 + Penalty 2926.077766 = -869899.730721
  nChanged 9
		SP:Iteration 59Q (12376.860000 sec): 3 clusters
  Score: Raw -872828.665066 + Penalty 2926.077766 = -869902.587300
  nChanged 6
		SP:Iteration 60F (12376.880000 sec): 3 clusters
  Score: Raw -872830.342618 + Penalty 2926.077766 = -869904.264852
  nChanged 9
		SP:Iteration 61Q (12376.900000 sec): 3 clusters
  Score: Raw -872832.689471 + Penalty 2926.077766 = -869906.611706
  nChanged 10
		SP:Iteration 62Q (12376.920000 sec): 3 clusters
  Score: Raw -872835.958999 + Penalty 2926.077766 = -869909.881233
  nChanged 14
		SP:Iteration 63Q (12376.940000 sec): 3 clusters
  Score: Raw -872840.845379 + Penalty 2926.077766 = -869914.767613
  nChanged 14
		SP:Iteration 64Q (12376.960000 sec): 3 clusters
  Score: Raw -872844.744909 + Penalty 2926.077766 = -869918.667143
  nChanged 15
		SP:Iteration 65Q (12376.980000 sec): 3 clusters
  Score: Raw -872849.350934 + Penalty 2926.077766 = -869923.273168
  nChanged 16
		SP:Iteration 66Q (12376.990000 sec): 3 clusters
  Score: Raw -872856.113157 + Penalty 2926.077766 = -869930.035391
  nChanged 26
		SP:Iteration 67Q (12377.010000 sec): 3 clusters
  Score: Raw -872866.990439 + Penalty 2926.077766 = -869940.912673
  nChanged 33
		SP:Iteration 68Q (12377.030000 sec): 3 clusters
  Score: Raw -872879.274244 + Penalty 2926.077766 = -869953.196478
  nChanged 24
		SP:Iteration 69Q (12377.050000 sec): 3 clusters
  Score: Raw -872886.409428 + Penalty 2926.077766 = -869960.331662
  nChanged 24
		SP:Iteration 70Q (12377.060000 sec): 3 clusters
  Score: Raw -872893.189638 + Penalty 2926.077766 = -869967.111873
  nChanged 19
		SP:Iteration 71Q (12377.080000 sec): 3 clusters
  Score: Raw -872899.572169 + Penalty 2926.077766 = -869973.494403
  nChanged 20
		SP:Iteration 72Q (12377.100000 sec): 3 clusters
  Score: Raw -872908.634896 + Penalty 2926.077766 = -869982.557130
  nChanged 29
		SP:Iteration 73Q (12377.120000 sec): 3 clusters
  Score: Raw -872920.694398 + Penalty 2926.077766 = -869994.616632
  nChanged 21
		SP:Iteration 74Q (12377.140000 sec): 3 clusters
  Score: Raw -872927.024293 + Penalty 2926.077766 = -870000.946527
  nChanged 13
		SP:Iteration 75Q (12377.160000 sec): 3 clusters
  Score: Raw -872931.295623 + Penalty 2926.077766 = -870005.217857
  nChanged 14
		SP:Iteration 76Q (12377.170000 sec): 3 clusters
  Score: Raw -872935.509983 + Penalty 2926.077766 = -870009.432217
  nChanged 9
		SP:Iteration 77Q (12377.190000 sec): 3 clusters
  Score: Raw -872938.521221 + Penalty 2926.077766 = -870012.443455
  nChanged 7
		SP:Iteration 78Q (12377.210000 sec): 3 clusters
  Score: Raw -872940.746595 + Penalty 2926.077766 = -870014.668829
  nChanged 5
		SP:Iteration 79Q (12377.220000 sec): 3 clusters
  Score: Raw -872943.221906 + Penalty 2926.077766 = -870017.144140
  nChanged 6
		SP:Iteration 80F (12377.240000 sec): 3 clusters
  Score: Raw -872944.808325 + Penalty 2926.077766 = -870018.730559
  nChanged 6
		SP:Iteration 81Q (12377.260000 sec): 3 clusters
  Score: Raw -872947.144353 + Penalty 2926.077766 = -870021.066587
  nChanged 9
		SP:Iteration 82Q (12377.280000 sec): 3 clusters
  Score: Raw -872951.554893 + Penalty 2926.077766 = -870025.477127
  nChanged 10
		SP:Iteration 83Q (12377.300000 sec): 3 clusters
  Score: Raw -872955.652405 + Penalty 2926.077766 = -870029.574639
  nChanged 13
		SP:Iteration 84Q (12377.320000 sec): 3 clusters
  Score: Raw -872960.591441 + Penalty 2926.077766 = -870034.513675
  nChanged 14
		SP:Iteration 85Q (12377.330000 sec): 3 clusters
  Score: Raw -872965.651669 + Penalty 2926.077766 = -870039.573903
  nChanged 10
		SP:Iteration 86Q (12377.350000 sec): 3 clusters
  Score: Raw -872969.106015 + Penalty 2926.077766 = -870043.028249
  nChanged 5
		SP:Iteration 87Q (12377.370000 sec): 3 clusters
  Score: Raw -872970.373525 + Penalty 2926.077766 = -870044.295760
  nChanged 7
		SP:Iteration 88Q (12377.380000 sec): 3 clusters
  Score: Raw -872971.863142 + Penalty 2926.077766 = -870045.785376
  nChanged 6
		SP:Iteration 89Q (12377.400000 sec): 3 clusters
  Score: Raw -872973.684201 + Penalty 2926.077766 = -870047.606435
  nChanged 1
		SP:Iteration 90Q (12377.420000 sec): 3 clusters
  Score: Raw -872973.992535 + Penalty 2926.077766 = -870047.914769
  nChanged 0
		SP:Iteration 91F (12377.440000 sec): 3 clusters
  Score: Raw -872973.992535 + Penalty 2926.077766 = -870047.914769
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (42484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12377.570000 sec): 2 clusters
  Score: Raw -5026596.042832 + Penalty 1731.743457 = -5024864.299375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12377.680000 sec): 3 clusters
  Score: Raw -4999822.223985 + Penalty 3463.486914 = -4996358.737070
  nChanged 19840
		SP:Iteration 1F (12377.790000 sec): 3 clusters
  Score: Raw -5011360.510590 + Penalty 3463.486914 = -5007897.023676
  nChanged 1925
		SP:Iteration 2Q (12377.910000 sec): 3 clusters
  Score: Raw -5011997.785668 + Penalty 3463.486914 = -5008534.298754
  nChanged 2047
		SP:Iteration 3Q (12378.020000 sec): 3 clusters
  Score: Raw -5012747.621059 + Penalty 3463.486914 = -5009284.134144
  nChanged 2161
		SP:Iteration 4F (12378.130000 sec): 3 clusters
  Score: Raw -5013665.338553 + Penalty 3463.486914 = -5010201.851639
  nChanged 2280
		SP:Iteration 5F (12378.240000 sec): 3 clusters
  Score: Raw -5014734.335848 + Penalty 3463.486914 = -5011270.848934
  nChanged 2397
		SP:Iteration 6F (12378.350000 sec): 3 clusters
  Score: Raw -5016003.538070 + Penalty 3463.486914 = -5012540.051156
  nChanged 2610
		SP:Iteration 7F (12378.460000 sec): 3 clusters
  Score: Raw -5017554.364574 + Penalty 3463.486914 = -5014090.877660
  nChanged 2513
		SP:Iteration 8F (12378.570000 sec): 3 clusters
  Score: Raw -5019184.728566 + Penalty 3463.486914 = -5015721.241651
  nChanged 2381
		SP:Iteration 9F (12378.680000 sec): 3 clusters
  Score: Raw -5020851.672043 + Penalty 3463.486914 = -5017388.185129
  nChanged 2120
		SP:Iteration 10Q (12378.800000 sec): 3 clusters
  Score: Raw -5022449.034770 + Penalty 3463.486914 = -5018985.547855
  nChanged 1797
		SP:Iteration 11Q (12378.910000 sec): 3 clusters
  Score: Raw -5023890.775655 + Penalty 3463.486914 = -5020427.288741
  nChanged 1419
		SP:Iteration 12Q (12379.020000 sec): 3 clusters
  Score: Raw -5025115.252368 + Penalty 3463.486914 = -5021651.765454
  nChanged 977
		SP:Iteration 13Q (12379.130000 sec): 3 clusters
  Score: Raw -5025986.384536 + Penalty 3463.486914 = -5022522.897621
  nChanged 513
		SP:Iteration 14Q (12379.230000 sec): 3 clusters
  Score: Raw -5026467.917034 + Penalty 3463.486914 = -5023004.430120
  nChanged 250
		SP:Iteration 15Q (12379.330000 sec): 3 clusters
  Score: Raw -5026730.072819 + Penalty 3463.486914 = -5023266.585904
  nChanged 118
		SP:Iteration 16Q (12379.420000 sec): 3 clusters
  Score: Raw -5026853.036080 + Penalty 3463.486914 = -5023389.549166
  nChanged 60
		SP:Iteration 17Q (12379.500000 sec): 3 clusters
  Score: Raw -5026934.253815 + Penalty 3463.486914 = -5023470.766901
  nChanged 45
		SP:Iteration 18Q (12379.590000 sec): 3 clusters
  Score: Raw -5027004.621315 + Penalty 3463.486914 = -5023541.134401
  nChanged 27
		SP:Iteration 19Q (12379.670000 sec): 3 clusters
  Score: Raw -5027049.320463 + Penalty 3463.486914 = -5023585.833549
  nChanged 32
		SP:Iteration 20F (12379.780000 sec): 3 clusters
  Score: Raw -5027098.890033 + Penalty 3463.486914 = -5023635.403119
  nChanged 32
		SP:Iteration 21Q (12379.860000 sec): 3 clusters
  Score: Raw -5027155.688874 + Penalty 3463.486914 = -5023692.201959
  nChanged 25
		SP:Iteration 22Q (12379.940000 sec): 3 clusters
  Score: Raw -5027192.748646 + Penalty 3463.486914 = -5023729.261731
  nChanged 18
		SP:Iteration 23Q (12380.010000 sec): 3 clusters
  Score: Raw -5027213.382264 + Penalty 3463.486914 = -5023749.895350
  nChanged 13
		SP:Iteration 24Q (12380.090000 sec): 3 clusters
  Score: Raw -5027225.287520 + Penalty 3463.486914 = -5023761.800606
  nChanged 12
		SP:Iteration 25Q (12380.160000 sec): 3 clusters
  Score: Raw -5027236.207814 + Penalty 3463.486914 = -5023772.720900
  nChanged 9
		SP:Iteration 26Q (12380.240000 sec): 3 clusters
  Score: Raw -5027244.741809 + Penalty 3463.486914 = -5023781.254894
  nChanged 6
		SP:Iteration 27Q (12380.320000 sec): 3 clusters
  Score: Raw -5027248.653989 + Penalty 3463.486914 = -5023785.167075
  nChanged 4
		SP:Iteration 28Q (12380.390000 sec): 3 clusters
  Score: Raw -5027250.435368 + Penalty 3463.486914 = -5023786.948454
  nChanged 1
		SP:Iteration 29Q (12380.470000 sec): 3 clusters
  Score: Raw -5027250.641416 + Penalty 3463.486914 = -5023787.154502
  nChanged 1
		SP:Iteration 30Q (12380.540000 sec): 3 clusters
  Score: Raw -5027251.657448 + Penalty 3463.486914 = -5023788.170533
  nChanged 0
		SP:Iteration 31F (12380.650000 sec): 3 clusters
  Score: Raw -5027251.657448 + Penalty 3463.486914 = -5023788.170533
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12380.680000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12380.680000 sec): 3 clusters
  Score: Raw -95488.504404 + Penalty 2187.192823 = -93301.311581
  nChanged 220
		SP:Iteration 1F (12380.690000 sec): 3 clusters
  Score: Raw -95734.767242 + Penalty 2187.192823 = -93547.574419
  nChanged 56
		SP:Iteration 2F (12380.690000 sec): 3 clusters
  Score: Raw -95796.619986 + Penalty 2187.192823 = -93609.427163
  nChanged 29
		SP:Iteration 3Q (12380.690000 sec): 3 clusters
  Score: Raw -95829.060817 + Penalty 2187.192823 = -93641.867994
  nChanged 18
		SP:Iteration 4Q (12380.690000 sec): 3 clusters
  Score: Raw -95852.096981 + Penalty 2187.192823 = -93664.904158
  nChanged 16
		SP:Iteration 5Q (12380.700000 sec): 3 clusters
  Score: Raw -95868.069947 + Penalty 2187.192823 = -93680.877124
  nChanged 8
		SP:Iteration 6Q (12380.700000 sec): 3 clusters
  Score: Raw -95875.096983 + Penalty 2187.192823 = -93687.904160
  nChanged 8
		SP:Iteration 7Q (12380.700000 sec): 3 clusters
  Score: Raw -95881.556926 + Penalty 2187.192823 = -93694.364103
  nChanged 4
		SP:Iteration 8Q (12380.700000 sec): 3 clusters
  Score: Raw -95884.833646 + Penalty 2187.192823 = -93697.640823
  nChanged 4
		SP:Iteration 9Q (12380.700000 sec): 3 clusters
  Score: Raw -95886.841636 + Penalty 2187.192823 = -93699.648813
  nChanged 4
		SP:Iteration 10Q (12380.700000 sec): 3 clusters
  Score: Raw -95889.965622 + Penalty 2187.192823 = -93702.772800
  nChanged 3
		SP:Iteration 11Q (12380.710000 sec): 3 clusters
  Score: Raw -95892.557394 + Penalty 2187.192823 = -93705.364571
  nChanged 1
		SP:Iteration 12Q (12380.710000 sec): 3 clusters
  Score: Raw -95892.977264 + Penalty 2187.192823 = -93705.784441
  nChanged 1
		SP:Iteration 13Q (12380.710000 sec): 3 clusters
  Score: Raw -95893.929331 + Penalty 2187.192823 = -93706.736508
  nChanged 0
		SP:Iteration 14F (12380.710000 sec): 3 clusters
  Score: Raw -95893.929331 + Penalty 2187.192823 = -93706.736508
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12380.720000 sec): 2 clusters
  Score: Raw -218684.963058 + Penalty 1219.374121 = -217465.588937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12380.730000 sec): 3 clusters
  Score: Raw -217943.235268 + Penalty 2438.748243 = -215504.487026
  nChanged 622
		SP:Iteration 1F (12380.730000 sec): 3 clusters
  Score: Raw -218390.005890 + Penalty 2438.748243 = -215951.257648
  nChanged 161
		SP:Iteration 2F (12380.740000 sec): 3 clusters
  Score: Raw -218525.550875 + Penalty 2438.748243 = -216086.802632
  nChanged 102
		SP:Iteration 3F (12380.740000 sec): 3 clusters
  Score: Raw -218613.077651 + Penalty 2438.748243 = -216174.329408
  nChanged 84
		SP:Iteration 4Q (12380.740000 sec): 3 clusters
  Score: Raw -218683.403593 + Penalty 2438.748243 = -216244.655350
  nChanged 59
		SP:Iteration 5Q (12380.750000 sec): 3 clusters
  Score: Raw -218722.695230 + Penalty 2438.748243 = -216283.946988
  nChanged 41
		SP:Iteration 6Q (12380.750000 sec): 3 clusters
  Score: Raw -218744.967912 + Penalty 2438.748243 = -216306.219670
  nChanged 28
		SP:Iteration 7Q (12380.760000 sec): 3 clusters
  Score: Raw -218761.148190 + Penalty 2438.748243 = -216322.399947
  nChanged 16
		SP:Iteration 8Q (12380.760000 sec): 3 clusters
  Score: Raw -218771.283566 + Penalty 2438.748243 = -216332.535323
  nChanged 19
		SP:Iteration 9Q (12380.770000 sec): 3 clusters
  Score: Raw -218781.932868 + Penalty 2438.748243 = -216343.184625
  nChanged 16
		SP:Iteration 10Q (12380.770000 sec): 3 clusters
  Score: Raw -218793.829074 + Penalty 2438.748243 = -216355.080831
  nChanged 18
		SP:Iteration 11Q (12380.780000 sec): 3 clusters
  Score: Raw -218807.007812 + Penalty 2438.748243 = -216368.259570
  nChanged 13
		SP:Iteration 12Q (12380.780000 sec): 3 clusters
  Score: Raw -218815.032110 + Penalty 2438.748243 = -216376.283867
  nChanged 9
		SP:Iteration 13Q (12380.780000 sec): 3 clusters
  Score: Raw -218819.898884 + Penalty 2438.748243 = -216381.150641
  nChanged 12
		SP:Iteration 14Q (12380.790000 sec): 3 clusters
  Score: Raw -218827.266143 + Penalty 2438.748243 = -216388.517901
  nChanged 15
		SP:Iteration 15Q (12380.790000 sec): 3 clusters
  Score: Raw -218835.339218 + Penalty 2438.748243 = -216396.590976
  nChanged 15
		SP:Iteration 16Q (12380.800000 sec): 3 clusters
  Score: Raw -218844.002328 + Penalty 2438.748243 = -216405.254085
  nChanged 10
		SP:Iteration 17Q (12380.800000 sec): 3 clusters
  Score: Raw -218848.827308 + Penalty 2438.748243 = -216410.079066
  nChanged 5
		SP:Iteration 18Q (12380.810000 sec): 3 clusters
  Score: Raw -218851.525465 + Penalty 2438.748243 = -216412.777223
  nChanged 6
		SP:Iteration 19Q (12380.810000 sec): 3 clusters
  Score: Raw -218853.925186 + Penalty 2438.748243 = -216415.176943
  nChanged 8
		SP:Iteration 20F (12380.820000 sec): 3 clusters
  Score: Raw -218858.055207 + Penalty 2438.748243 = -216419.306964
  nChanged 3
		SP:Iteration 21Q (12380.820000 sec): 3 clusters
  Score: Raw -218859.018094 + Penalty 2438.748243 = -216420.269851
  nChanged 3
		SP:Iteration 22Q (12380.820000 sec): 3 clusters
  Score: Raw -218861.152503 + Penalty 2438.748243 = -216422.404260
  nChanged 7
		SP:Iteration 23Q (12380.830000 sec): 3 clusters
  Score: Raw -218864.252573 + Penalty 2438.748243 = -216425.504330
  nChanged 4
		SP:Iteration 24Q (12380.830000 sec): 3 clusters
  Score: Raw -218866.918582 + Penalty 2438.748243 = -216428.170340
  nChanged 5
		SP:Iteration 25Q (12380.840000 sec): 3 clusters
  Score: Raw -218870.772843 + Penalty 2438.748243 = -216432.024601
  nChanged 7
		SP:Iteration 26Q (12380.840000 sec): 3 clusters
  Score: Raw -218873.604934 + Penalty 2438.748243 = -216434.856692
  nChanged 4
		SP:Iteration 27Q (12380.850000 sec): 3 clusters
  Score: Raw -218875.020567 + Penalty 2438.748243 = -216436.272324
  nChanged 3
		SP:Iteration 28Q (12380.850000 sec): 3 clusters
  Score: Raw -218876.775543 + Penalty 2438.748243 = -216438.027301
  nChanged 8
		SP:Iteration 29Q (12380.860000 sec): 3 clusters
  Score: Raw -218881.587535 + Penalty 2438.748243 = -216442.839292
  nChanged 8
		SP:Iteration 30Q (12380.860000 sec): 3 clusters
  Score: Raw -218885.439790 + Penalty 2438.748243 = -216446.691547
  nChanged 9
		SP:Iteration 31Q (12380.860000 sec): 3 clusters
  Score: Raw -218891.435830 + Penalty 2438.748243 = -216452.687587
  nChanged 9
		SP:Iteration 32Q (12380.870000 sec): 3 clusters
  Score: Raw -218897.007708 + Penalty 2438.748243 = -216458.259465
  nChanged 6
		SP:Iteration 33Q (12380.880000 sec): 3 clusters
  Score: Raw -218900.362630 + Penalty 2438.748243 = -216461.614388
  nChanged 6
		SP:Iteration 34Q (12380.880000 sec): 3 clusters
  Score: Raw -218903.899555 + Penalty 2438.748243 = -216465.151312
  nChanged 6
		SP:Iteration 35Q (12380.880000 sec): 3 clusters
  Score: Raw -218908.925361 + Penalty 2438.748243 = -216470.177118
  nChanged 9
		SP:Iteration 36Q (12380.890000 sec): 3 clusters
  Score: Raw -218916.546506 + Penalty 2438.748243 = -216477.798264
  nChanged 5
		SP:Iteration 37Q (12380.890000 sec): 3 clusters
  Score: Raw -218919.655778 + Penalty 2438.748243 = -216480.907535
  nChanged 5
		SP:Iteration 38Q (12380.900000 sec): 3 clusters
  Score: Raw -218922.343066 + Penalty 2438.748243 = -216483.594824
  nChanged 2
		SP:Iteration 39Q (12380.900000 sec): 3 clusters
  Score: Raw -218923.296797 + Penalty 2438.748243 = -216484.548554
  nChanged 1
		SP:Iteration 40F (12380.900000 sec): 3 clusters
  Score: Raw -218923.902153 + Penalty 2438.748243 = -216485.153910
  nChanged 1
		SP:Iteration 41Q (12380.910000 sec): 3 clusters
  Score: Raw -218924.156862 + Penalty 2438.748243 = -216485.408619
  nChanged 1
		SP:Iteration 42Q (12380.920000 sec): 3 clusters
  Score: Raw -218925.333817 + Penalty 2438.748243 = -216486.585574
  nChanged 1
		SP:Iteration 43Q (12380.920000 sec): 3 clusters
  Score: Raw -218926.075646 + Penalty 2438.748243 = -216487.327403
  nChanged 2
		SP:Iteration 44Q (12380.920000 sec): 3 clusters
  Score: Raw -218927.106849 + Penalty 2438.748243 = -216488.358606
  nChanged 2
		SP:Iteration 45Q (12380.930000 sec): 3 clusters
  Score: Raw -218928.306036 + Penalty 2438.748243 = -216489.557793
  nChanged 2
		SP:Iteration 46Q (12380.930000 sec): 3 clusters
  Score: Raw -218929.076757 + Penalty 2438.748243 = -216490.328514
  nChanged 1
		SP:Iteration 47Q (12380.940000 sec): 3 clusters
  Score: Raw -218929.840301 + Penalty 2438.748243 = -216491.092058
  nChanged 0
		SP:Iteration 48F (12380.940000 sec): 3 clusters
  Score: Raw -218929.840301 + Penalty 2438.748243 = -216491.092058
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12381.020000 sec): 2 clusters
  Score: Raw -2882248.303995 + Penalty 1642.035735 = -2880606.268260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12381.080000 sec): 3 clusters
  Score: Raw -2867319.028205 + Penalty 3284.071470 = -2864034.956736
  nChanged 11193
		SP:Iteration 1F (12381.140000 sec): 3 clusters
  Score: Raw -2873399.068828 + Penalty 3284.071470 = -2870114.997359
  nChanged 1012
		SP:Iteration 2Q (12381.210000 sec): 3 clusters
  Score: Raw -2873699.546216 + Penalty 3284.071470 = -2870415.474746
  nChanged 941
		SP:Iteration 3Q (12381.270000 sec): 3 clusters
  Score: Raw -2873989.070944 + Penalty 3284.071470 = -2870704.999475
  nChanged 924
		SP:Iteration 4Q (12381.340000 sec): 3 clusters
  Score: Raw -2874258.624497 + Penalty 3284.071470 = -2870974.553027
  nChanged 864
		SP:Iteration 5Q (12381.400000 sec): 3 clusters
  Score: Raw -2874519.267626 + Penalty 3284.071470 = -2871235.196156
  nChanged 832
		SP:Iteration 6Q (12381.460000 sec): 3 clusters
  Score: Raw -2874779.328743 + Penalty 3284.071470 = -2871495.257273
  nChanged 812
		SP:Iteration 7Q (12381.530000 sec): 3 clusters
  Score: Raw -2875048.995689 + Penalty 3284.071470 = -2871764.924219
  nChanged 826
		SP:Iteration 8Q (12381.600000 sec): 3 clusters
  Score: Raw -2875374.246884 + Penalty 3284.071470 = -2872090.175415
  nChanged 926
		SP:Iteration 9Q (12381.660000 sec): 3 clusters
  Score: Raw -2875796.364390 + Penalty 3284.071470 = -2872512.292920
  nChanged 1017
		SP:Iteration 10Q (12381.720000 sec): 3 clusters
  Score: Raw -2876281.104844 + Penalty 3284.071470 = -2872997.033374
  nChanged 1078
		SP:Iteration 11Q (12381.780000 sec): 3 clusters
  Score: Raw -2876876.245613 + Penalty 3284.071470 = -2873592.174143
  nChanged 1130
		SP:Iteration 12Q (12381.850000 sec): 3 clusters
  Score: Raw -2877547.186401 + Penalty 3284.071470 = -2874263.114932
  nChanged 1091
		SP:Iteration 13Q (12381.910000 sec): 3 clusters
  Score: Raw -2878198.882518 + Penalty 3284.071470 = -2874914.811048
  nChanged 1000
		SP:Iteration 14Q (12381.970000 sec): 3 clusters
  Score: Raw -2878802.977711 + Penalty 3284.071470 = -2875518.906242
  nChanged 903
		SP:Iteration 15Q (12382.030000 sec): 3 clusters
  Score: Raw -2879339.813151 + Penalty 3284.071470 = -2876055.741681
  nChanged 786
		SP:Iteration 16Q (12382.090000 sec): 3 clusters
  Score: Raw -2879787.955511 + Penalty 3284.071470 = -2876503.884042
  nChanged 669
		SP:Iteration 17Q (12382.150000 sec): 3 clusters
  Score: Raw -2880171.980013 + Penalty 3284.071470 = -2876887.908543
  nChanged 590
		SP:Iteration 18Q (12382.200000 sec): 3 clusters
  Score: Raw -2880531.189420 + Penalty 3284.071470 = -2877247.117950
  nChanged 545
		SP:Iteration 19Q (12382.260000 sec): 3 clusters
  Score: Raw -2880880.990921 + Penalty 3284.071470 = -2877596.919452
  nChanged 464
		SP:Iteration 20F (12382.320000 sec): 3 clusters
  Score: Raw -2881179.482934 + Penalty 3284.071470 = -2877895.411465
  nChanged 425
		SP:Iteration 21Q (12382.370000 sec): 3 clusters
  Score: Raw -2881472.341195 + Penalty 3284.071470 = -2878188.269725
  nChanged 353
		SP:Iteration 22Q (12382.420000 sec): 3 clusters
  Score: Raw -2881723.601074 + Penalty 3284.071470 = -2878439.529605
  nChanged 275
		SP:Iteration 23Q (12382.470000 sec): 3 clusters
  Score: Raw -2881921.785604 + Penalty 3284.071470 = -2878637.714134
  nChanged 218
		SP:Iteration 24Q (12382.510000 sec): 3 clusters
  Score: Raw -2882087.029115 + Penalty 3284.071470 = -2878802.957646
  nChanged 153
		SP:Iteration 25Q (12382.560000 sec): 3 clusters
  Score: Raw -2882206.456215 + Penalty 3284.071470 = -2878922.384745
  nChanged 109
		SP:Iteration 26Q (12382.600000 sec): 3 clusters
  Score: Raw -2882282.203523 + Penalty 3284.071470 = -2878998.132053
  nChanged 70
		SP:Iteration 27Q (12382.650000 sec): 3 clusters
  Score: Raw -2882333.302488 + Penalty 3284.071470 = -2879049.231019
  nChanged 48
		SP:Iteration 28Q (12382.700000 sec): 3 clusters
  Score: Raw -2882370.147666 + Penalty 3284.071470 = -2879086.076197
  nChanged 33
		SP:Iteration 29Q (12382.740000 sec): 3 clusters
  Score: Raw -2882399.672451 + Penalty 3284.071470 = -2879115.600981
  nChanged 26
		SP:Iteration 30Q (12382.790000 sec): 3 clusters
  Score: Raw -2882419.339948 + Penalty 3284.071470 = -2879135.268478
  nChanged 19
		SP:Iteration 31Q (12382.840000 sec): 3 clusters
  Score: Raw -2882432.802401 + Penalty 3284.071470 = -2879148.730931
  nChanged 17
		SP:Iteration 32Q (12382.880000 sec): 3 clusters
  Score: Raw -2882448.221994 + Penalty 3284.071470 = -2879164.150524
  nChanged 13
		SP:Iteration 33Q (12382.930000 sec): 3 clusters
  Score: Raw -2882460.506878 + Penalty 3284.071470 = -2879176.435408
  nChanged 15
		SP:Iteration 34Q (12382.980000 sec): 3 clusters
  Score: Raw -2882474.326157 + Penalty 3284.071470 = -2879190.254687
  nChanged 12
		SP:Iteration 35Q (12383.020000 sec): 3 clusters
  Score: Raw -2882484.208626 + Penalty 3284.071470 = -2879200.137156
  nChanged 12
		SP:Iteration 36Q (12383.070000 sec): 3 clusters
  Score: Raw -2882494.066150 + Penalty 3284.071470 = -2879209.994680
  nChanged 6
		SP:Iteration 37Q (12383.110000 sec): 3 clusters
  Score: Raw -2882500.847717 + Penalty 3284.071470 = -2879216.776247
  nChanged 7
		SP:Iteration 38Q (12383.160000 sec): 3 clusters
  Score: Raw -2882507.047185 + Penalty 3284.071470 = -2879222.975715
  nChanged 7
		SP:Iteration 39Q (12383.200000 sec): 3 clusters
  Score: Raw -2882512.243185 + Penalty 3284.071470 = -2879228.171716
  nChanged 4
		SP:Iteration 40F (12383.270000 sec): 3 clusters
  Score: Raw -2882515.482992 + Penalty 3284.071470 = -2879231.411523
  nChanged 1
		SP:Iteration 41Q (12383.310000 sec): 3 clusters
  Score: Raw -2882516.277609 + Penalty 3284.071470 = -2879232.206139
  nChanged 1
		SP:Iteration 42Q (12383.360000 sec): 3 clusters
  Score: Raw -2882518.579983 + Penalty 3284.071470 = -2879234.508514
  nChanged 2
		SP:Iteration 43Q (12383.400000 sec): 3 clusters
  Score: Raw -2882520.251552 + Penalty 3284.071470 = -2879236.180082
  nChanged 2
		SP:Iteration 44Q (12383.450000 sec): 3 clusters
  Score: Raw -2882521.055643 + Penalty 3284.071470 = -2879236.984174
  nChanged 0
		SP:Iteration 45F (12383.520000 sec): 3 clusters
  Score: Raw -2882521.055643 + Penalty 3284.071470 = -2879236.984174
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12383.620000 sec): 2 clusters
  Score: Raw -4138842.062272 + Penalty 1701.691844 = -4137140.370428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12383.720000 sec): 3 clusters
  Score: Raw -4116881.668437 + Penalty 3403.383688 = -4113478.284749
  nChanged 16244
		SP:Iteration 1F (12383.820000 sec): 3 clusters
  Score: Raw -4125872.931736 + Penalty 3403.383688 = -4122469.548048
  nChanged 1380
		SP:Iteration 2Q (12383.910000 sec): 3 clusters
  Score: Raw -4126284.812991 + Penalty 3403.383688 = -4122881.429303
  nChanged 1411
		SP:Iteration 3Q (12384.010000 sec): 3 clusters
  Score: Raw -4126802.579913 + Penalty 3403.383688 = -4123399.196225
  nChanged 1683
		SP:Iteration 4Q (12384.110000 sec): 3 clusters
  Score: Raw -4127523.777633 + Penalty 3403.383688 = -4124120.393945
  nChanged 1943
		SP:Iteration 5F (12384.200000 sec): 3 clusters
  Score: Raw -4128501.307955 + Penalty 3403.383688 = -4125097.924267
  nChanged 2153
		SP:Iteration 6F (12384.300000 sec): 3 clusters
  Score: Raw -4129665.976842 + Penalty 3403.383688 = -4126262.593154
  nChanged 2150
		SP:Iteration 7F (12384.390000 sec): 3 clusters
  Score: Raw -4130773.623101 + Penalty 3403.383688 = -4127370.239413
  nChanged 1890
		SP:Iteration 8F (12384.490000 sec): 3 clusters
  Score: Raw -4131661.353171 + Penalty 3403.383688 = -4128257.969483
  nChanged 1620
		SP:Iteration 9Q (12384.580000 sec): 3 clusters
  Score: Raw -4132293.220687 + Penalty 3403.383688 = -4128889.836999
  nChanged 1298
		SP:Iteration 10Q (12384.680000 sec): 3 clusters
  Score: Raw -4132715.874765 + Penalty 3403.383688 = -4129312.491077
  nChanged 977
		SP:Iteration 11Q (12384.780000 sec): 3 clusters
  Score: Raw -4132970.523969 + Penalty 3403.383688 = -4129567.140281
  nChanged 757
		SP:Iteration 12Q (12384.870000 sec): 3 clusters
  Score: Raw -4133142.576906 + Penalty 3403.383688 = -4129739.193219
  nChanged 620
		SP:Iteration 13Q (12384.970000 sec): 3 clusters
  Score: Raw -4133269.837174 + Penalty 3403.383688 = -4129866.453486
  nChanged 540
		SP:Iteration 14Q (12385.060000 sec): 3 clusters
  Score: Raw -4133384.768966 + Penalty 3403.383688 = -4129981.385278
  nChanged 541
		SP:Iteration 15Q (12385.160000 sec): 3 clusters
  Score: Raw -4133493.122360 + Penalty 3403.383688 = -4130089.738672
  nChanged 564
		SP:Iteration 16Q (12385.260000 sec): 3 clusters
  Score: Raw -4133605.070515 + Penalty 3403.383688 = -4130201.686827
  nChanged 607
		SP:Iteration 17Q (12385.350000 sec): 3 clusters
  Score: Raw -4133727.473912 + Penalty 3403.383688 = -4130324.090224
  nChanged 664
		SP:Iteration 18Q (12385.440000 sec): 3 clusters
  Score: Raw -4133873.318977 + Penalty 3403.383688 = -4130469.935289
  nChanged 757
		SP:Iteration 19Q (12385.540000 sec): 3 clusters
  Score: Raw -4134049.769758 + Penalty 3403.383688 = -4130646.386070
  nChanged 772
		SP:Iteration 20F (12385.630000 sec): 3 clusters
  Score: Raw -4134244.604807 + Penalty 3403.383688 = -4130841.221120
  nChanged 848
		SP:Iteration 21Q (12385.720000 sec): 3 clusters
  Score: Raw -4134478.984758 + Penalty 3403.383688 = -4131075.601070
  nChanged 931
		SP:Iteration 22Q (12385.810000 sec): 3 clusters
  Score: Raw -4134775.302179 + Penalty 3403.383688 = -4131371.918491
  nChanged 1015
		SP:Iteration 23Q (12385.900000 sec): 3 clusters
  Score: Raw -4135114.824833 + Penalty 3403.383688 = -4131711.441145
  nChanged 1044
		SP:Iteration 24Q (12385.990000 sec): 3 clusters
  Score: Raw -4135496.010197 + Penalty 3403.383688 = -4132092.626509
  nChanged 1102
		SP:Iteration 25Q (12386.080000 sec): 3 clusters
  Score: Raw -4135927.863227 + Penalty 3403.383688 = -4132524.479539
  nChanged 1090
		SP:Iteration 26Q (12386.160000 sec): 3 clusters
  Score: Raw -4136373.675920 + Penalty 3403.383688 = -4132970.292232
  nChanged 1092
		SP:Iteration 27Q (12386.250000 sec): 3 clusters
  Score: Raw -4136853.754118 + Penalty 3403.383688 = -4133450.370430
  nChanged 1010
		SP:Iteration 28Q (12386.330000 sec): 3 clusters
  Score: Raw -4137298.854422 + Penalty 3403.383688 = -4133895.470734
  nChanged 886
		SP:Iteration 29Q (12386.420000 sec): 3 clusters
  Score: Raw -4137691.576965 + Penalty 3403.383688 = -4134288.193277
  nChanged 765
		SP:Iteration 30Q (12386.500000 sec): 3 clusters
  Score: Raw -4138026.612205 + Penalty 3403.383688 = -4134623.228517
  nChanged 641
		SP:Iteration 31Q (12386.580000 sec): 3 clusters
  Score: Raw -4138292.220266 + Penalty 3403.383688 = -4134888.836578
  nChanged 496
		SP:Iteration 32Q (12386.650000 sec): 3 clusters
  Score: Raw -4138483.287766 + Penalty 3403.383688 = -4135079.904078
  nChanged 438
		SP:Iteration 33Q (12386.730000 sec): 3 clusters
  Score: Raw -4138640.212849 + Penalty 3403.383688 = -4135236.829161
  nChanged 308
		SP:Iteration 34Q (12386.800000 sec): 3 clusters
  Score: Raw -4138751.761813 + Penalty 3403.383688 = -4135348.378125
  nChanged 252
		SP:Iteration 35Q (12386.880000 sec): 3 clusters
  Score: Raw -4138846.619064 + Penalty 3403.383688 = -4135443.235376
  nChanged 209
		SP:Iteration 36Q (12386.950000 sec): 3 clusters
  Score: Raw -4138921.346906 + Penalty 3403.383688 = -4135517.963218
  nChanged 173
		SP:Iteration 37Q (12387.020000 sec): 3 clusters
  Score: Raw -4138983.638841 + Penalty 3403.383688 = -4135580.255153
  nChanged 147
		SP:Iteration 38Q (12387.100000 sec): 3 clusters
  Score: Raw -4139036.527328 + Penalty 3403.383688 = -4135633.143640
  nChanged 120
		SP:Iteration 39Q (12387.170000 sec): 3 clusters
  Score: Raw -4139077.015208 + Penalty 3403.383688 = -4135673.631521
  nChanged 86
		SP:Iteration 40F (12387.260000 sec): 3 clusters
  Score: Raw -4139106.868510 + Penalty 3403.383688 = -4135703.484822
  nChanged 79
		SP:Iteration 41Q (12387.330000 sec): 3 clusters
  Score: Raw -4139133.820917 + Penalty 3403.383688 = -4135730.437229
  nChanged 61
		SP:Iteration 42Q (12387.400000 sec): 3 clusters
  Score: Raw -4139154.007485 + Penalty 3403.383688 = -4135750.623797
  nChanged 61
		SP:Iteration 43Q (12387.470000 sec): 3 clusters
  Score: Raw -4139174.380944 + Penalty 3403.383688 = -4135770.997256
  nChanged 45
		SP:Iteration 44Q (12387.540000 sec): 3 clusters
  Score: Raw -4139189.113170 + Penalty 3403.383688 = -4135785.729482
  nChanged 37
		SP:Iteration 45Q (12387.610000 sec): 3 clusters
  Score: Raw -4139199.344982 + Penalty 3403.383688 = -4135795.961294
  nChanged 22
		SP:Iteration 46Q (12387.680000 sec): 3 clusters
  Score: Raw -4139205.012942 + Penalty 3403.383688 = -4135801.629254
  nChanged 18
		SP:Iteration 47Q (12387.740000 sec): 3 clusters
  Score: Raw -4139211.809854 + Penalty 3403.383688 = -4135808.426166
  nChanged 21
		SP:Iteration 48Q (12387.810000 sec): 3 clusters
  Score: Raw -4139218.547476 + Penalty 3403.383688 = -4135815.163788
  nChanged 17
		SP:Iteration 49Q (12387.880000 sec): 3 clusters
  Score: Raw -4139223.233538 + Penalty 3403.383688 = -4135819.849850
  nChanged 20
		SP:Iteration 50Q (12387.950000 sec): 3 clusters
  Score: Raw -4139230.401268 + Penalty 3403.383688 = -4135827.017580
  nChanged 18
		SP:Iteration 51Q (12388.020000 sec): 3 clusters
  Score: Raw -4139235.946456 + Penalty 3403.383688 = -4135832.562768
  nChanged 16
		SP:Iteration 52Q (12388.090000 sec): 3 clusters
  Score: Raw -4139240.062225 + Penalty 3403.383688 = -4135836.678537
  nChanged 13
		SP:Iteration 53Q (12388.160000 sec): 3 clusters
  Score: Raw -4139244.114691 + Penalty 3403.383688 = -4135840.731003
  nChanged 18
		SP:Iteration 54Q (12388.220000 sec): 3 clusters
  Score: Raw -4139249.552746 + Penalty 3403.383688 = -4135846.169058
  nChanged 18
		SP:Iteration 55Q (12388.290000 sec): 3 clusters
  Score: Raw -4139253.906911 + Penalty 3403.383688 = -4135850.523223
  nChanged 10
		SP:Iteration 56Q (12388.360000 sec): 3 clusters
  Score: Raw -4139256.607324 + Penalty 3403.383688 = -4135853.223637
  nChanged 11
		SP:Iteration 57Q (12388.420000 sec): 3 clusters
  Score: Raw -4139259.550092 + Penalty 3403.383688 = -4135856.166404
  nChanged 6
		SP:Iteration 58Q (12388.490000 sec): 3 clusters
  Score: Raw -4139261.630343 + Penalty 3403.383688 = -4135858.246655
  nChanged 7
		SP:Iteration 59Q (12388.560000 sec): 3 clusters
  Score: Raw -4139263.442968 + Penalty 3403.383688 = -4135860.059280
  nChanged 3
		SP:Iteration 60F (12388.650000 sec): 3 clusters
  Score: Raw -4139264.055712 + Penalty 3403.383688 = -4135860.672024
  nChanged 4
		SP:Iteration 61Q (12388.720000 sec): 3 clusters
  Score: Raw -4139265.492499 + Penalty 3403.383688 = -4135862.108811
  nChanged 9
		SP:Iteration 62Q (12388.780000 sec): 3 clusters
  Score: Raw -4139269.246644 + Penalty 3403.383688 = -4135865.862956
  nChanged 9
		SP:Iteration 63Q (12388.850000 sec): 3 clusters
  Score: Raw -4139271.420082 + Penalty 3403.383688 = -4135868.036394
  nChanged 11
		SP:Iteration 64Q (12388.920000 sec): 3 clusters
  Score: Raw -4139274.148680 + Penalty 3403.383688 = -4135870.764993
  nChanged 6
		SP:Iteration 65Q (12388.990000 sec): 3 clusters
  Score: Raw -4139275.709996 + Penalty 3403.383688 = -4135872.326308
  nChanged 9
		SP:Iteration 66Q (12389.060000 sec): 3 clusters
  Score: Raw -4139278.575383 + Penalty 3403.383688 = -4135875.191695
  nChanged 8
		SP:Iteration 67Q (12389.120000 sec): 3 clusters
  Score: Raw -4139281.880000 + Penalty 3403.383688 = -4135878.496312
  nChanged 12
		SP:Iteration 68Q (12389.190000 sec): 3 clusters
  Score: Raw -4139284.912953 + Penalty 3403.383688 = -4135881.529266
  nChanged 9
		SP:Iteration 69Q (12389.260000 sec): 3 clusters
  Score: Raw -4139286.606218 + Penalty 3403.383688 = -4135883.222530
  nChanged 7
		SP:Iteration 70Q (12389.320000 sec): 3 clusters
  Score: Raw -4139288.342716 + Penalty 3403.383688 = -4135884.959028
  nChanged 6
		SP:Iteration 71Q (12389.390000 sec): 3 clusters
  Score: Raw -4139289.771078 + Penalty 3403.383688 = -4135886.387390
  nChanged 5
		SP:Iteration 72Q (12389.460000 sec): 3 clusters
  Score: Raw -4139291.604977 + Penalty 3403.383688 = -4135888.221289
  nChanged 7
		SP:Iteration 73Q (12389.530000 sec): 3 clusters
  Score: Raw -4139293.394814 + Penalty 3403.383688 = -4135890.011126
  nChanged 6
		SP:Iteration 74Q (12389.600000 sec): 3 clusters
  Score: Raw -4139295.591083 + Penalty 3403.383688 = -4135892.207395
  nChanged 10
		SP:Iteration 75Q (12389.670000 sec): 3 clusters
  Score: Raw -4139298.069324 + Penalty 3403.383688 = -4135894.685636
  nChanged 7
		SP:Iteration 76Q (12389.740000 sec): 3 clusters
  Score: Raw -4139299.827448 + Penalty 3403.383688 = -4135896.443760
  nChanged 5
		SP:Iteration 77Q (12389.800000 sec): 3 clusters
  Score: Raw -4139301.017764 + Penalty 3403.383688 = -4135897.634076
  nChanged 4
		SP:Iteration 78Q (12389.870000 sec): 3 clusters
  Score: Raw -4139302.182656 + Penalty 3403.383688 = -4135898.798968
  nChanged 5
		SP:Iteration 79Q (12389.940000 sec): 3 clusters
  Score: Raw -4139303.323282 + Penalty 3403.383688 = -4135899.939594
  nChanged 5
		SP:Iteration 80F (12390.030000 sec): 3 clusters
  Score: Raw -4139304.431084 + Penalty 3403.383688 = -4135901.047396
  nChanged 2
		SP:Iteration 81Q (12390.100000 sec): 3 clusters
  Score: Raw -4139304.808257 + Penalty 3403.383688 = -4135901.424569
  nChanged 2
		SP:Iteration 82Q (12390.160000 sec): 3 clusters
  Score: Raw -4139305.250498 + Penalty 3403.383688 = -4135901.866810
  nChanged 2
		SP:Iteration 83Q (12390.230000 sec): 3 clusters
  Score: Raw -4139305.917860 + Penalty 3403.383688 = -4135902.534172
  nChanged 2
		SP:Iteration 84Q (12390.300000 sec): 3 clusters
  Score: Raw -4139306.262213 + Penalty 3403.383688 = -4135902.878525
  nChanged 1
		SP:Iteration 85Q (12390.360000 sec): 3 clusters
  Score: Raw -4139306.595909 + Penalty 3403.383688 = -4135903.212221
  nChanged 3
		SP:Iteration 86Q (12390.430000 sec): 3 clusters
  Score: Raw -4139307.422444 + Penalty 3403.383688 = -4135904.038756
  nChanged 6
		SP:Iteration 87Q (12390.500000 sec): 3 clusters
  Score: Raw -4139309.480570 + Penalty 3403.383688 = -4135906.096882
  nChanged 8
		SP:Iteration 88Q (12390.560000 sec): 3 clusters
  Score: Raw -4139311.836885 + Penalty 3403.383688 = -4135908.453197
  nChanged 4
		SP:Iteration 89Q (12390.630000 sec): 3 clusters
  Score: Raw -4139313.026815 + Penalty 3403.383688 = -4135909.643127
  nChanged 1
		SP:Iteration 90Q (12390.700000 sec): 3 clusters
  Score: Raw -4139313.220087 + Penalty 3403.383688 = -4135909.836400
  nChanged 0
		SP:Iteration 91F (12390.790000 sec): 3 clusters
  Score: Raw -4139313.220087 + Penalty 3403.383688 = -4135909.836400
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (138049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12391.190000 sec): 2 clusters
  Score: Raw -16111249.402413 + Penalty 1923.246646 = -16109326.155767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12391.560000 sec): 3 clusters
  Score: Raw -16020423.958355 + Penalty 3846.493291 = -16016577.465064
  nChanged 66581
		SP:Iteration 1F (12391.920000 sec): 3 clusters
  Score: Raw -16060088.856722 + Penalty 3846.493291 = -16056242.363430
  nChanged 4296
		SP:Iteration 2Q (12392.300000 sec): 3 clusters
  Score: Raw -16061105.403319 + Penalty 3846.493291 = -16057258.910027
  nChanged 4600
		SP:Iteration 3Q (12392.670000 sec): 3 clusters
  Score: Raw -16062393.436498 + Penalty 3846.493291 = -16058546.943206
  nChanged 5282
		SP:Iteration 4Q (12393.040000 sec): 3 clusters
  Score: Raw -16064061.755527 + Penalty 3846.493291 = -16060215.262235
  nChanged 6128
		SP:Iteration 5Q (12393.420000 sec): 3 clusters
  Score: Raw -16066408.562195 + Penalty 3846.493291 = -16062562.068903
  nChanged 7266
		SP:Iteration 6F (12393.780000 sec): 3 clusters
  Score: Raw -16069880.571433 + Penalty 3846.493291 = -16066034.078142
  nChanged 8679
		SP:Iteration 7F (12394.140000 sec): 3 clusters
  Score: Raw -16074950.580491 + Penalty 3846.493291 = -16071104.087200
  nChanged 9811
		SP:Iteration 8F (12394.510000 sec): 3 clusters
  Score: Raw -16081692.431329 + Penalty 3846.493291 = -16077845.938038
  nChanged 10007
		SP:Iteration 9F (12394.870000 sec): 3 clusters
  Score: Raw -16089508.679526 + Penalty 3846.493291 = -16085662.186235
  nChanged 9094
		SP:Iteration 10F (12395.230000 sec): 3 clusters
  Score: Raw -16097043.031356 + Penalty 3846.493291 = -16093196.538065
  nChanged 6973
		SP:Iteration 11F (12395.590000 sec): 3 clusters
  Score: Raw -16102979.717693 + Penalty 3846.493291 = -16099133.224401
  nChanged 4719
		SP:Iteration 12Q (12395.950000 sec): 3 clusters
  Score: Raw -16107105.296092 + Penalty 3846.493291 = -16103258.802801
  nChanged 2743
		SP:Iteration 13Q (12396.270000 sec): 3 clusters
  Score: Raw -16109509.633859 + Penalty 3846.493291 = -16105663.140568
  nChanged 1353
		SP:Iteration 14Q (12396.570000 sec): 3 clusters
  Score: Raw -16110696.585185 + Penalty 3846.493291 = -16106850.091894
  nChanged 534
		SP:Iteration 15Q (12396.840000 sec): 3 clusters
  Score: Raw -16111176.599381 + Penalty 3846.493291 = -16107330.106089
  nChanged 223
		SP:Iteration 16Q (12397.100000 sec): 3 clusters
  Score: Raw -16111362.474775 + Penalty 3846.493291 = -16107515.981483
  nChanged 99
		SP:Iteration 17Q (12397.360000 sec): 3 clusters
  Score: Raw -16111436.275182 + Penalty 3846.493291 = -16107589.781891
  nChanged 71
		SP:Iteration 18Q (12397.620000 sec): 3 clusters
  Score: Raw -16111487.401714 + Penalty 3846.493291 = -16107640.908423
  nChanged 51
		SP:Iteration 19Q (12397.870000 sec): 3 clusters
  Score: Raw -16111520.235431 + Penalty 3846.493291 = -16107673.742140
  nChanged 35
		SP:Iteration 20F (12398.230000 sec): 3 clusters
  Score: Raw -16111547.343999 + Penalty 3846.493291 = -16107700.850707
  nChanged 25
		SP:Iteration 21Q (12398.480000 sec): 3 clusters
  Score: Raw -16111562.256446 + Penalty 3846.493291 = -16107715.763155
  nChanged 18
		SP:Iteration 22Q (12398.740000 sec): 3 clusters
  Score: Raw -16111575.770824 + Penalty 3846.493291 = -16107729.277532
  nChanged 16
		SP:Iteration 23Q (12398.990000 sec): 3 clusters
  Score: Raw -16111588.625778 + Penalty 3846.493291 = -16107742.132487
  nChanged 20
		SP:Iteration 24Q (12399.240000 sec): 3 clusters
  Score: Raw -16111601.477526 + Penalty 3846.493291 = -16107754.984235
  nChanged 13
		SP:Iteration 25Q (12399.500000 sec): 3 clusters
  Score: Raw -16111609.357818 + Penalty 3846.493291 = -16107762.864527
  nChanged 4
		SP:Iteration 26Q (12399.750000 sec): 3 clusters
  Score: Raw -16111611.372531 + Penalty 3846.493291 = -16107764.879239
  nChanged 1
		SP:Iteration 27Q (12400.000000 sec): 3 clusters
  Score: Raw -16111611.523808 + Penalty 3846.493291 = -16107765.030516
  nChanged 0
		SP:Iteration 28F (12400.360000 sec): 3 clusters
  Score: Raw -16111611.523808 + Penalty 3846.493291 = -16107765.030516
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (2542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12400.440000 sec): 2 clusters
  Score: Raw -241460.808978 + Penalty 1274.114798 = -240186.694180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12400.440000 sec): 3 clusters
  Score: Raw -240323.906927 + Penalty 2548.229597 = -237775.677330
  nChanged 960
		SP:Iteration 1F (12400.450000 sec): 3 clusters
  Score: Raw -241028.249543 + Penalty 2548.229597 = -238480.019946
  nChanged 262
		SP:Iteration 2F (12400.460000 sec): 3 clusters
  Score: Raw -241293.696551 + Penalty 2548.229597 = -238745.466954
  nChanged 193
		SP:Iteration 3F (12400.460000 sec): 3 clusters
  Score: Raw -241512.758670 + Penalty 2548.229597 = -238964.529074
  nChanged 149
		SP:Iteration 4F (12400.470000 sec): 3 clusters
  Score: Raw -241674.365049 + Penalty 2548.229597 = -239126.135452
  nChanged 109
		SP:Iteration 5Q (12400.480000 sec): 3 clusters
  Score: Raw -241774.039866 + Penalty 2548.229597 = -239225.810270
  nChanged 88
		SP:Iteration 6Q (12400.480000 sec): 3 clusters
  Score: Raw -241843.734818 + Penalty 2548.229597 = -239295.505221
  nChanged 59
		SP:Iteration 7Q (12400.490000 sec): 3 clusters
  Score: Raw -241896.068721 + Penalty 2548.229597 = -239347.839124
  nChanged 56
		SP:Iteration 8Q (12400.490000 sec): 3 clusters
  Score: Raw -241954.661309 + Penalty 2548.229597 = -239406.431712
  nChanged 58
		SP:Iteration 9Q (12400.500000 sec): 3 clusters
  Score: Raw -242000.690243 + Penalty 2548.229597 = -239452.460646
  nChanged 56
		SP:Iteration 10Q (12400.500000 sec): 3 clusters
  Score: Raw -242044.984493 + Penalty 2548.229597 = -239496.754896
  nChanged 48
		SP:Iteration 11Q (12400.510000 sec): 3 clusters
  Score: Raw -242081.978392 + Penalty 2548.229597 = -239533.748796
  nChanged 40
		SP:Iteration 12Q (12400.520000 sec): 3 clusters
  Score: Raw -242110.378749 + Penalty 2548.229597 = -239562.149152
  nChanged 35
		SP:Iteration 13Q (12400.520000 sec): 3 clusters
  Score: Raw -242132.778490 + Penalty 2548.229597 = -239584.548893
  nChanged 26
		SP:Iteration 14Q (12400.530000 sec): 3 clusters
  Score: Raw -242147.778149 + Penalty 2548.229597 = -239599.548553
  nChanged 16
		SP:Iteration 15Q (12400.540000 sec): 3 clusters
  Score: Raw -242158.393491 + Penalty 2548.229597 = -239610.163894
  nChanged 12
		SP:Iteration 16Q (12400.540000 sec): 3 clusters
  Score: Raw -242170.309252 + Penalty 2548.229597 = -239622.079655
  nChanged 15
		SP:Iteration 17Q (12400.550000 sec): 3 clusters
  Score: Raw -242177.751001 + Penalty 2548.229597 = -239629.521405
  nChanged 13
		SP:Iteration 18Q (12400.550000 sec): 3 clusters
  Score: Raw -242185.808640 + Penalty 2548.229597 = -239637.579043
  nChanged 14
		SP:Iteration 19Q (12400.560000 sec): 3 clusters
  Score: Raw -242194.730436 + Penalty 2548.229597 = -239646.500839
  nChanged 19
		SP:Iteration 20F (12400.560000 sec): 3 clusters
  Score: Raw -242213.252104 + Penalty 2548.229597 = -239665.022507
  nChanged 19
		SP:Iteration 21Q (12400.570000 sec): 3 clusters
  Score: Raw -242235.952357 + Penalty 2548.229597 = -239687.722760
  nChanged 28
		SP:Iteration 22Q (12400.580000 sec): 3 clusters
  Score: Raw -242249.840662 + Penalty 2548.229597 = -239701.611065
  nChanged 15
		SP:Iteration 23Q (12400.580000 sec): 3 clusters
  Score: Raw -242256.166658 + Penalty 2548.229597 = -239707.937061
  nChanged 11
		SP:Iteration 24Q (12400.590000 sec): 3 clusters
  Score: Raw -242260.935246 + Penalty 2548.229597 = -239712.705649
  nChanged 6
		SP:Iteration 25Q (12400.590000 sec): 3 clusters
  Score: Raw -242263.353573 + Penalty 2548.229597 = -239715.123976
  nChanged 9
		SP:Iteration 26Q (12400.600000 sec): 3 clusters
  Score: Raw -242267.507325 + Penalty 2548.229597 = -239719.277728
  nChanged 10
		SP:Iteration 27Q (12400.600000 sec): 3 clusters
  Score: Raw -242271.732993 + Penalty 2548.229597 = -239723.503396
  nChanged 4
		SP:Iteration 28Q (12400.610000 sec): 3 clusters
  Score: Raw -242273.085832 + Penalty 2548.229597 = -239724.856235
  nChanged 4
		SP:Iteration 29Q (12400.620000 sec): 3 clusters
  Score: Raw -242274.964680 + Penalty 2548.229597 = -239726.735083
  nChanged 4
		SP:Iteration 30Q (12400.620000 sec): 3 clusters
  Score: Raw -242276.759797 + Penalty 2548.229597 = -239728.530200
  nChanged 3
		SP:Iteration 31Q (12400.630000 sec): 3 clusters
  Score: Raw -242278.825056 + Penalty 2548.229597 = -239730.595459
  nChanged 2
		SP:Iteration 32Q (12400.640000 sec): 3 clusters
  Score: Raw -242279.990698 + Penalty 2548.229597 = -239731.761101
  nChanged 4
		SP:Iteration 33Q (12400.640000 sec): 3 clusters
  Score: Raw -242282.223282 + Penalty 2548.229597 = -239733.993685
  nChanged 3
		SP:Iteration 34Q (12400.640000 sec): 3 clusters
  Score: Raw -242283.531704 + Penalty 2548.229597 = -239735.302107
  nChanged 1
		SP:Iteration 35Q (12400.650000 sec): 3 clusters
  Score: Raw -242283.790413 + Penalty 2548.229597 = -239735.560816
  nChanged 1
		SP:Iteration 36Q (12400.660000 sec): 3 clusters
  Score: Raw -242284.735772 + Penalty 2548.229597 = -239736.506175
  nChanged 1
		SP:Iteration 37Q (12400.660000 sec): 3 clusters
  Score: Raw -242284.988571 + Penalty 2548.229597 = -239736.758974
  nChanged 1
		SP:Iteration 38Q (12400.670000 sec): 3 clusters
  Score: Raw -242285.292769 + Penalty 2548.229597 = -239737.063172
  nChanged 1
		SP:Iteration 39Q (12400.680000 sec): 3 clusters
  Score: Raw -242285.508883 + Penalty 2548.229597 = -239737.279286
  nChanged 1
		SP:Iteration 40F (12400.680000 sec): 3 clusters
  Score: Raw -242285.853728 + Penalty 2548.229597 = -239737.624131
  nChanged 2
		SP:Iteration 41Q (12400.690000 sec): 3 clusters
  Score: Raw -242286.546855 + Penalty 2548.229597 = -239738.317258
  nChanged 3
		SP:Iteration 42Q (12400.690000 sec): 3 clusters
  Score: Raw -242288.471747 + Penalty 2548.229597 = -239740.242150
  nChanged 4
		SP:Iteration 43Q (12400.700000 sec): 3 clusters
  Score: Raw -242290.225030 + Penalty 2548.229597 = -239741.995433
  nChanged 0
		SP:Iteration 44F (12400.700000 sec): 3 clusters
  Score: Raw -242290.225030 + Penalty 2548.229597 = -239741.995433
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12400.710000 sec): 2 clusters
  Score: Raw -173595.337939 + Penalty 1200.603277 = -172394.734662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12400.720000 sec): 3 clusters
  Score: Raw -172943.284110 + Penalty 2401.206554 = -170542.077556
  nChanged 583
		SP:Iteration 1F (12400.720000 sec): 3 clusters
  Score: Raw -173386.906703 + Penalty 2401.206554 = -170985.700148
  nChanged 142
		SP:Iteration 2F (12400.720000 sec): 3 clusters
  Score: Raw -173570.104215 + Penalty 2401.206554 = -171168.897661
  nChanged 104
		SP:Iteration 3F (12400.730000 sec): 3 clusters
  Score: Raw -173707.130104 + Penalty 2401.206554 = -171305.923550
  nChanged 95
		SP:Iteration 4F (12400.730000 sec): 3 clusters
  Score: Raw -173820.602613 + Penalty 2401.206554 = -171419.396058
  nChanged 72
		SP:Iteration 5Q (12400.740000 sec): 3 clusters
  Score: Raw -173919.354304 + Penalty 2401.206554 = -171518.147749
  nChanged 72
		SP:Iteration 6Q (12400.740000 sec): 3 clusters
  Score: Raw -174004.743271 + Penalty 2401.206554 = -171603.536716
  nChanged 53
		SP:Iteration 7Q (12400.740000 sec): 3 clusters
  Score: Raw -174066.318407 + Penalty 2401.206554 = -171665.111853
  nChanged 58
		SP:Iteration 8Q (12400.750000 sec): 3 clusters
  Score: Raw -174127.422541 + Penalty 2401.206554 = -171726.215987
  nChanged 42
		SP:Iteration 9Q (12400.750000 sec): 3 clusters
  Score: Raw -174171.679244 + Penalty 2401.206554 = -171770.472690
  nChanged 38
		SP:Iteration 10Q (12400.760000 sec): 3 clusters
  Score: Raw -174208.163647 + Penalty 2401.206554 = -171806.957093
  nChanged 24
		SP:Iteration 11Q (12400.760000 sec): 3 clusters
  Score: Raw -174229.805643 + Penalty 2401.206554 = -171828.599089
  nChanged 29
		SP:Iteration 12Q (12400.760000 sec): 3 clusters
  Score: Raw -174249.711679 + Penalty 2401.206554 = -171848.505125
  nChanged 24
		SP:Iteration 13Q (12400.770000 sec): 3 clusters
  Score: Raw -174266.059768 + Penalty 2401.206554 = -171864.853214
  nChanged 14
		SP:Iteration 14Q (12400.770000 sec): 3 clusters
  Score: Raw -174274.133359 + Penalty 2401.206554 = -171872.926805
  nChanged 10
		SP:Iteration 15Q (12400.780000 sec): 3 clusters
  Score: Raw -174283.829193 + Penalty 2401.206554 = -171882.622639
  nChanged 7
		SP:Iteration 16Q (12400.780000 sec): 3 clusters
  Score: Raw -174288.009160 + Penalty 2401.206554 = -171886.802606
  nChanged 7
		SP:Iteration 17Q (12400.780000 sec): 3 clusters
  Score: Raw -174292.314095 + Penalty 2401.206554 = -171891.107541
  nChanged 3
		SP:Iteration 18Q (12400.780000 sec): 3 clusters
  Score: Raw -174293.658459 + Penalty 2401.206554 = -171892.451904
  nChanged 1
		SP:Iteration 19Q (12400.790000 sec): 3 clusters
  Score: Raw -174294.537418 + Penalty 2401.206554 = -171893.330863
  nChanged 4
		SP:Iteration 20F (12400.790000 sec): 3 clusters
  Score: Raw -174295.375198 + Penalty 2401.206554 = -171894.168644
  nChanged 1
		SP:Iteration 21Q (12400.800000 sec): 3 clusters
  Score: Raw -174295.581776 + Penalty 2401.206554 = -171894.375222
  nChanged 0
		SP:Iteration 22F (12400.800000 sec): 3 clusters
  Score: Raw -174295.581776 + Penalty 2401.206554 = -171894.375222
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12400.820000 sec): 2 clusters
  Score: Raw -721841.937578 + Penalty 1425.800722 = -720416.136856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12400.840000 sec): 3 clusters
  Score: Raw -718357.089441 + Penalty 2851.601445 = -715505.487997
  nChanged 2677
		SP:Iteration 1F (12400.860000 sec): 3 clusters
  Score: Raw -719803.423288 + Penalty 2851.601445 = -716951.821843
  nChanged 444
		SP:Iteration 2F (12400.870000 sec): 3 clusters
  Score: Raw -720016.557440 + Penalty 2851.601445 = -717164.955996
  nChanged 343
		SP:Iteration 3F (12400.890000 sec): 3 clusters
  Score: Raw -720203.237717 + Penalty 2851.601445 = -717351.636272
  nChanged 338
		SP:Iteration 4F (12400.900000 sec): 3 clusters
  Score: Raw -720391.919121 + Penalty 2851.601445 = -717540.317677
  nChanged 311
		SP:Iteration 5Q (12400.920000 sec): 3 clusters
  Score: Raw -720561.165083 + Penalty 2851.601445 = -717709.563639
  nChanged 288
		SP:Iteration 6Q (12400.940000 sec): 3 clusters
  Score: Raw -720720.746819 + Penalty 2851.601445 = -717869.145374
  nChanged 283
		SP:Iteration 7Q (12400.950000 sec): 3 clusters
  Score: Raw -720884.114365 + Penalty 2851.601445 = -718032.512920
  nChanged 250
		SP:Iteration 8Q (12400.970000 sec): 3 clusters
  Score: Raw -721028.485006 + Penalty 2851.601445 = -718176.883562
  nChanged 237
		SP:Iteration 9Q (12400.980000 sec): 3 clusters
  Score: Raw -721166.356733 + Penalty 2851.601445 = -718314.755289
  nChanged 221
		SP:Iteration 10Q (12401.000000 sec): 3 clusters
  Score: Raw -721287.456943 + Penalty 2851.601445 = -718435.855498
  nChanged 202
		SP:Iteration 11Q (12401.020000 sec): 3 clusters
  Score: Raw -721393.239704 + Penalty 2851.601445 = -718541.638259
  nChanged 160
		SP:Iteration 12Q (12401.030000 sec): 3 clusters
  Score: Raw -721483.610002 + Penalty 2851.601445 = -718632.008558
  nChanged 161
		SP:Iteration 13Q (12401.050000 sec): 3 clusters
  Score: Raw -721587.236392 + Penalty 2851.601445 = -718735.634947
  nChanged 151
		SP:Iteration 14Q (12401.060000 sec): 3 clusters
  Score: Raw -721691.124607 + Penalty 2851.601445 = -718839.523163
  nChanged 129
		SP:Iteration 15Q (12401.080000 sec): 3 clusters
  Score: Raw -721774.062767 + Penalty 2851.601445 = -718922.461322
  nChanged 109
		SP:Iteration 16Q (12401.100000 sec): 3 clusters
  Score: Raw -721845.434300 + Penalty 2851.601445 = -718993.832855
  nChanged 84
		SP:Iteration 17Q (12401.110000 sec): 3 clusters
  Score: Raw -721903.219824 + Penalty 2851.601445 = -719051.618380
  nChanged 75
		SP:Iteration 18Q (12401.120000 sec): 3 clusters
  Score: Raw -721961.109579 + Penalty 2851.601445 = -719109.508135
  nChanged 78
		SP:Iteration 19Q (12401.140000 sec): 3 clusters
  Score: Raw -722022.851320 + Penalty 2851.601445 = -719171.249876
  nChanged 62
		SP:Iteration 20F (12401.160000 sec): 3 clusters
  Score: Raw -722070.397880 + Penalty 2851.601445 = -719218.796435
  nChanged 39
		SP:Iteration 21Q (12401.170000 sec): 3 clusters
  Score: Raw -722102.906283 + Penalty 2851.601445 = -719251.304838
  nChanged 32
		SP:Iteration 22Q (12401.180000 sec): 3 clusters
  Score: Raw -722129.540473 + Penalty 2851.601445 = -719277.939029
  nChanged 32
		SP:Iteration 23Q (12401.200000 sec): 3 clusters
  Score: Raw -722147.966309 + Penalty 2851.601445 = -719296.364864
  nChanged 31
		SP:Iteration 24Q (12401.210000 sec): 3 clusters
  Score: Raw -722168.355989 + Penalty 2851.601445 = -719316.754544
  nChanged 25
		SP:Iteration 25Q (12401.220000 sec): 3 clusters
  Score: Raw -722182.000436 + Penalty 2851.601445 = -719330.398991
  nChanged 11
		SP:Iteration 26Q (12401.240000 sec): 3 clusters
  Score: Raw -722185.763522 + Penalty 2851.601445 = -719334.162077
  nChanged 9
		SP:Iteration 27Q (12401.250000 sec): 3 clusters
  Score: Raw -722189.252275 + Penalty 2851.601445 = -719337.650830
  nChanged 6
		SP:Iteration 28Q (12401.260000 sec): 3 clusters
  Score: Raw -722192.804471 + Penalty 2851.601445 = -719341.203027
  nChanged 7
		SP:Iteration 29Q (12401.280000 sec): 3 clusters
  Score: Raw -722195.176693 + Penalty 2851.601445 = -719343.575248
  nChanged 6
		SP:Iteration 30Q (12401.290000 sec): 3 clusters
  Score: Raw -722198.476143 + Penalty 2851.601445 = -719346.874699
  nChanged 2
		SP:Iteration 31Q (12401.300000 sec): 3 clusters
  Score: Raw -722199.418323 + Penalty 2851.601445 = -719347.816879
  nChanged 2
		SP:Iteration 32Q (12401.320000 sec): 3 clusters
  Score: Raw -722200.290802 + Penalty 2851.601445 = -719348.689358
  nChanged 1
		SP:Iteration 33Q (12401.330000 sec): 3 clusters
  Score: Raw -722200.645800 + Penalty 2851.601445 = -719349.044355
  nChanged 2
		SP:Iteration 34Q (12401.340000 sec): 3 clusters
  Score: Raw -722202.715090 + Penalty 2851.601445 = -719351.113645
  nChanged 5
		SP:Iteration 35Q (12401.360000 sec): 3 clusters
  Score: Raw -722207.730705 + Penalty 2851.601445 = -719356.129261
  nChanged 8
		SP:Iteration 36Q (12401.370000 sec): 3 clusters
  Score: Raw -722212.502833 + Penalty 2851.601445 = -719360.901388
  nChanged 4
		SP:Iteration 37Q (12401.380000 sec): 3 clusters
  Score: Raw -722215.250121 + Penalty 2851.601445 = -719363.648676
  nChanged 5
		SP:Iteration 38Q (12401.400000 sec): 3 clusters
  Score: Raw -722219.161382 + Penalty 2851.601445 = -719367.559938
  nChanged 4
		SP:Iteration 39Q (12401.410000 sec): 3 clusters
  Score: Raw -722221.661906 + Penalty 2851.601445 = -719370.060461
  nChanged 5
		SP:Iteration 40F (12401.420000 sec): 3 clusters
  Score: Raw -722223.557020 + Penalty 2851.601445 = -719371.955576
  nChanged 3
		SP:Iteration 41Q (12401.440000 sec): 3 clusters
  Score: Raw -722224.727761 + Penalty 2851.601445 = -719373.126316
  nChanged 2
		SP:Iteration 42Q (12401.450000 sec): 3 clusters
  Score: Raw -722225.165449 + Penalty 2851.601445 = -719373.564005
  nChanged 1
		SP:Iteration 43Q (12401.460000 sec): 3 clusters
  Score: Raw -722225.560988 + Penalty 2851.601445 = -719373.959543
  nChanged 1
		SP:Iteration 44Q (12401.480000 sec): 3 clusters
  Score: Raw -722227.942725 + Penalty 2851.601445 = -719376.341281
  nChanged 5
		SP:Iteration 45Q (12401.490000 sec): 3 clusters
  Score: Raw -722233.744721 + Penalty 2851.601445 = -719382.143276
  nChanged 6
		SP:Iteration 46Q (12401.500000 sec): 3 clusters
  Score: Raw -722236.985831 + Penalty 2851.601445 = -719385.384387
  nChanged 6
		SP:Iteration 47Q (12401.520000 sec): 3 clusters
  Score: Raw -722242.756987 + Penalty 2851.601445 = -719391.155542
  nChanged 4
		SP:Iteration 48Q (12401.530000 sec): 3 clusters
  Score: Raw -722246.925388 + Penalty 2851.601445 = -719395.323943
  nChanged 3
		SP:Iteration 49Q (12401.540000 sec): 3 clusters
  Score: Raw -722248.862680 + Penalty 2851.601445 = -719397.261235
  nChanged 3
		SP:Iteration 50Q (12401.550000 sec): 3 clusters
  Score: Raw -722249.959340 + Penalty 2851.601445 = -719398.357896
  nChanged 1
		SP:Iteration 51Q (12401.560000 sec): 3 clusters
  Score: Raw -722250.198182 + Penalty 2851.601445 = -719398.596737
  nChanged 1
		SP:Iteration 52Q (12401.580000 sec): 3 clusters
  Score: Raw -722250.765225 + Penalty 2851.601445 = -719399.163780
  nChanged 1
		SP:Iteration 53Q (12401.590000 sec): 3 clusters
  Score: Raw -722250.988333 + Penalty 2851.601445 = -719399.386888
  nChanged 0
		SP:Iteration 54F (12401.610000 sec): 3 clusters
  Score: Raw -722250.988333 + Penalty 2851.601445 = -719399.386888
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12401.630000 sec): 2 clusters
  Score: Raw -855178.713375 + Penalty 1456.451107 = -853722.262268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12401.650000 sec): 3 clusters
  Score: Raw -850935.913270 + Penalty 2912.902215 = -848023.011055
  nChanged 3334
		SP:Iteration 1F (12401.670000 sec): 3 clusters
  Score: Raw -852718.585679 + Penalty 2912.902215 = -849805.683464
  nChanged 525
		SP:Iteration 2F (12401.690000 sec): 3 clusters
  Score: Raw -852983.589778 + Penalty 2912.902215 = -850070.687563
  nChanged 451
		SP:Iteration 3F (12401.710000 sec): 3 clusters
  Score: Raw -853241.676651 + Penalty 2912.902215 = -850328.774436
  nChanged 455
		SP:Iteration 4F (12401.730000 sec): 3 clusters
  Score: Raw -853501.507696 + Penalty 2912.902215 = -850588.605481
  nChanged 413
		SP:Iteration 5F (12401.750000 sec): 3 clusters
  Score: Raw -853742.978925 + Penalty 2912.902215 = -850830.076710
  nChanged 389
		SP:Iteration 6Q (12401.770000 sec): 3 clusters
  Score: Raw -853985.823735 + Penalty 2912.902215 = -851072.921520
  nChanged 384
		SP:Iteration 7Q (12401.790000 sec): 3 clusters
  Score: Raw -854253.600591 + Penalty 2912.902215 = -851340.698376
  nChanged 349
		SP:Iteration 8Q (12401.810000 sec): 3 clusters
  Score: Raw -854500.134006 + Penalty 2912.902215 = -851587.231791
  nChanged 287
		SP:Iteration 9Q (12401.830000 sec): 3 clusters
  Score: Raw -854721.554876 + Penalty 2912.902215 = -851808.652661
  nChanged 253
		SP:Iteration 10Q (12401.850000 sec): 3 clusters
  Score: Raw -854913.596571 + Penalty 2912.902215 = -852000.694356
  nChanged 236
		SP:Iteration 11Q (12401.870000 sec): 3 clusters
  Score: Raw -855058.504428 + Penalty 2912.902215 = -852145.602213
  nChanged 190
		SP:Iteration 12Q (12401.880000 sec): 3 clusters
  Score: Raw -855158.486057 + Penalty 2912.902215 = -852245.583842
  nChanged 147
		SP:Iteration 13Q (12401.900000 sec): 3 clusters
  Score: Raw -855217.709812 + Penalty 2912.902215 = -852304.807597
  nChanged 117
		SP:Iteration 14Q (12401.920000 sec): 3 clusters
  Score: Raw -855264.573328 + Penalty 2912.902215 = -852351.671113
  nChanged 87
		SP:Iteration 15Q (12401.940000 sec): 3 clusters
  Score: Raw -855298.834057 + Penalty 2912.902215 = -852385.931842
  nChanged 81
		SP:Iteration 16Q (12401.960000 sec): 3 clusters
  Score: Raw -855321.934995 + Penalty 2912.902215 = -852409.032780
  nChanged 55
		SP:Iteration 17Q (12401.980000 sec): 3 clusters
  Score: Raw -855336.185911 + Penalty 2912.902215 = -852423.283696
  nChanged 45
		SP:Iteration 18Q (12402.000000 sec): 3 clusters
  Score: Raw -855346.739009 + Penalty 2912.902215 = -852433.836794
  nChanged 30
		SP:Iteration 19Q (12402.020000 sec): 3 clusters
  Score: Raw -855352.450333 + Penalty 2912.902215 = -852439.548118
  nChanged 20
		SP:Iteration 20F (12402.040000 sec): 3 clusters
  Score: Raw -855355.161444 + Penalty 2912.902215 = -852442.259229
  nChanged 15
		SP:Iteration 21Q (12402.050000 sec): 3 clusters
  Score: Raw -855357.375928 + Penalty 2912.902215 = -852444.473713
  nChanged 10
		SP:Iteration 22Q (12402.070000 sec): 3 clusters
  Score: Raw -855358.702073 + Penalty 2912.902215 = -852445.799858
  nChanged 10
		SP:Iteration 23Q (12402.090000 sec): 3 clusters
  Score: Raw -855360.008093 + Penalty 2912.902215 = -852447.105878
  nChanged 11
		SP:Iteration 24Q (12402.110000 sec): 3 clusters
  Score: Raw -855361.505612 + Penalty 2912.902215 = -852448.603397
  nChanged 4
		SP:Iteration 25Q (12402.120000 sec): 3 clusters
  Score: Raw -855362.119352 + Penalty 2912.902215 = -852449.217137
  nChanged 4
		SP:Iteration 26Q (12402.140000 sec): 3 clusters
  Score: Raw -855362.888867 + Penalty 2912.902215 = -852449.986652
  nChanged 5
		SP:Iteration 27Q (12402.160000 sec): 3 clusters
  Score: Raw -855363.375879 + Penalty 2912.902215 = -852450.473664
  nChanged 4
		SP:Iteration 28Q (12402.180000 sec): 3 clusters
  Score: Raw -855363.746630 + Penalty 2912.902215 = -852450.844415
  nChanged 2
		SP:Iteration 29Q (12402.200000 sec): 3 clusters
  Score: Raw -855363.955685 + Penalty 2912.902215 = -852451.053470
  nChanged 4
		SP:Iteration 30Q (12402.220000 sec): 3 clusters
  Score: Raw -855364.420852 + Penalty 2912.902215 = -852451.518637
  nChanged 4
		SP:Iteration 31Q (12402.230000 sec): 3 clusters
  Score: Raw -855364.729338 + Penalty 2912.902215 = -852451.827123
  nChanged 3
		SP:Iteration 32Q (12402.250000 sec): 3 clusters
  Score: Raw -855365.320207 + Penalty 2912.902215 = -852452.417992
  nChanged 2
		SP:Iteration 33Q (12402.270000 sec): 3 clusters
  Score: Raw -855365.455141 + Penalty 2912.902215 = -852452.552926
  nChanged 0
		SP:Iteration 34F (12402.290000 sec): 3 clusters
  Score: Raw -855365.455141 + Penalty 2912.902215 = -852452.552926
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12402.300000 sec): 2 clusters
  Score: Raw -111033.507481 + Penalty 1128.727274 = -109904.780207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12402.300000 sec): 3 clusters
  Score: Raw -110683.921695 + Penalty 2257.454547 = -108426.467147
  nChanged 307
		SP:Iteration 1F (12402.300000 sec): 3 clusters
  Score: Raw -110950.853178 + Penalty 2257.454547 = -108693.398631
  nChanged 73
		SP:Iteration 2F (12402.310000 sec): 3 clusters
  Score: Raw -111021.055177 + Penalty 2257.454547 = -108763.600630
  nChanged 43
		SP:Iteration 3Q (12402.310000 sec): 3 clusters
  Score: Raw -111063.978653 + Penalty 2257.454547 = -108806.524106
  nChanged 34
		SP:Iteration 4Q (12402.310000 sec): 3 clusters
  Score: Raw -111104.361940 + Penalty 2257.454547 = -108846.907393
  nChanged 34
		SP:Iteration 5Q (12402.320000 sec): 3 clusters
  Score: Raw -111155.676912 + Penalty 2257.454547 = -108898.222365
  nChanged 29
		SP:Iteration 6Q (12402.320000 sec): 3 clusters
  Score: Raw -111198.529448 + Penalty 2257.454547 = -108941.074901
  nChanged 30
		SP:Iteration 7Q (12402.320000 sec): 3 clusters
  Score: Raw -111240.855626 + Penalty 2257.454547 = -108983.401079
  nChanged 29
		SP:Iteration 8Q (12402.320000 sec): 3 clusters
  Score: Raw -111281.032739 + Penalty 2257.454547 = -109023.578192
  nChanged 21
		SP:Iteration 9Q (12402.320000 sec): 3 clusters
  Score: Raw -111315.229097 + Penalty 2257.454547 = -109057.774550
  nChanged 16
		SP:Iteration 10Q (12402.330000 sec): 3 clusters
  Score: Raw -111352.582507 + Penalty 2257.454547 = -109095.127960
  nChanged 22
		SP:Iteration 11Q (12402.330000 sec): 3 clusters
  Score: Raw -111393.908608 + Penalty 2257.454547 = -109136.454061
  nChanged 25
		SP:Iteration 12Q (12402.330000 sec): 3 clusters
  Score: Raw -111434.621588 + Penalty 2257.454547 = -109177.167041
  nChanged 27
		SP:Iteration 13Q (12402.340000 sec): 3 clusters
  Score: Raw -111472.119472 + Penalty 2257.454547 = -109214.664925
  nChanged 21
		SP:Iteration 14Q (12402.340000 sec): 3 clusters
  Score: Raw -111495.923381 + Penalty 2257.454547 = -109238.468833
  nChanged 22
		SP:Iteration 15Q (12402.340000 sec): 3 clusters
  Score: Raw -111520.707503 + Penalty 2257.454547 = -109263.252955
  nChanged 17
		SP:Iteration 16Q (12402.340000 sec): 3 clusters
  Score: Raw -111537.816771 + Penalty 2257.454547 = -109280.362224
  nChanged 8
		SP:Iteration 17Q (12402.340000 sec): 3 clusters
  Score: Raw -111544.980139 + Penalty 2257.454547 = -109287.525591
  nChanged 10
		SP:Iteration 18Q (12402.350000 sec): 3 clusters
  Score: Raw -111557.172543 + Penalty 2257.454547 = -109299.717996
  nChanged 12
		SP:Iteration 19Q (12402.350000 sec): 3 clusters
  Score: Raw -111573.004821 + Penalty 2257.454547 = -109315.550274
  nChanged 14
		SP:Iteration 20F (12402.350000 sec): 3 clusters
  Score: Raw -111596.925504 + Penalty 2257.454547 = -109339.470957
  nChanged 11
		SP:Iteration 21Q (12402.350000 sec): 3 clusters
  Score: Raw -111605.923284 + Penalty 2257.454547 = -109348.468737
  nChanged 4
		SP:Iteration 22Q (12402.360000 sec): 3 clusters
  Score: Raw -111608.288423 + Penalty 2257.454547 = -109350.833875
  nChanged 4
		SP:Iteration 23Q (12402.360000 sec): 3 clusters
  Score: Raw -111612.201418 + Penalty 2257.454547 = -109354.746871
  nChanged 2
		SP:Iteration 24Q (12402.360000 sec): 3 clusters
  Score: Raw -111613.909041 + Penalty 2257.454547 = -109356.454494
  nChanged 1
		SP:Iteration 25Q (12402.360000 sec): 3 clusters
  Score: Raw -111614.622310 + Penalty 2257.454547 = -109357.167763
  nChanged 0
		SP:Iteration 26F (12402.360000 sec): 3 clusters
  Score: Raw -111614.622310 + Penalty 2257.454547 = -109357.167763
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (30959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12402.460000 sec): 2 clusters
  Score: Raw -3640716.974761 + Penalty 1680.318092 = -3639036.656670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12402.540000 sec): 3 clusters
  Score: Raw -3621418.792803 + Penalty 3360.636184 = -3618058.156619
  nChanged 14311
		SP:Iteration 1F (12402.620000 sec): 3 clusters
  Score: Raw -3629341.209724 + Penalty 3360.636184 = -3625980.573540
  nChanged 1277
		SP:Iteration 2Q (12402.710000 sec): 3 clusters
  Score: Raw -3629716.293111 + Penalty 3360.636184 = -3626355.656927
  nChanged 1259
		SP:Iteration 3Q (12402.790000 sec): 3 clusters
  Score: Raw -3630122.270879 + Penalty 3360.636184 = -3626761.634695
  nChanged 1318
		SP:Iteration 4Q (12402.880000 sec): 3 clusters
  Score: Raw -3630625.277717 + Penalty 3360.636184 = -3627264.641533
  nChanged 1524
		SP:Iteration 5Q (12402.960000 sec): 3 clusters
  Score: Raw -3631342.198673 + Penalty 3360.636184 = -3627981.562489
  nChanged 1790
		SP:Iteration 6F (12403.040000 sec): 3 clusters
  Score: Raw -3632358.019328 + Penalty 3360.636184 = -3628997.383144
  nChanged 2098
		SP:Iteration 7F (12403.120000 sec): 3 clusters
  Score: Raw -3633853.632781 + Penalty 3360.636184 = -3630492.996597
  nChanged 2256
		SP:Iteration 8F (12403.200000 sec): 3 clusters
  Score: Raw -3635643.621538 + Penalty 3360.636184 = -3632282.985354
  nChanged 2035
		SP:Iteration 9F (12403.280000 sec): 3 clusters
  Score: Raw -3637353.140030 + Penalty 3360.636184 = -3633992.503846
  nChanged 1606
		SP:Iteration 10F (12403.370000 sec): 3 clusters
  Score: Raw -3638714.128649 + Penalty 3360.636184 = -3635353.492465
  nChanged 1080
		SP:Iteration 11Q (12403.440000 sec): 3 clusters
  Score: Raw -3639594.106860 + Penalty 3360.636184 = -3636233.470676
  nChanged 699
		SP:Iteration 12Q (12403.520000 sec): 3 clusters
  Score: Raw -3640142.100600 + Penalty 3360.636184 = -3636781.464416
  nChanged 413
		SP:Iteration 13Q (12403.590000 sec): 3 clusters
  Score: Raw -3640433.754549 + Penalty 3360.636184 = -3637073.118365
  nChanged 238
		SP:Iteration 14Q (12403.660000 sec): 3 clusters
  Score: Raw -3640587.092413 + Penalty 3360.636184 = -3637226.456229
  nChanged 181
		SP:Iteration 15Q (12403.720000 sec): 3 clusters
  Score: Raw -3640713.348783 + Penalty 3360.636184 = -3637352.712599
  nChanged 114
		SP:Iteration 16Q (12403.780000 sec): 3 clusters
  Score: Raw -3640792.766153 + Penalty 3360.636184 = -3637432.129969
  nChanged 79
		SP:Iteration 17Q (12403.850000 sec): 3 clusters
  Score: Raw -3640851.352088 + Penalty 3360.636184 = -3637490.715904
  nChanged 51
		SP:Iteration 18Q (12403.910000 sec): 3 clusters
  Score: Raw -3640892.134140 + Penalty 3360.636184 = -3637531.497956
  nChanged 41
		SP:Iteration 19Q (12403.970000 sec): 3 clusters
  Score: Raw -3640922.166745 + Penalty 3360.636184 = -3637561.530561
  nChanged 31
		SP:Iteration 20F (12404.050000 sec): 3 clusters
  Score: Raw -3640943.406080 + Penalty 3360.636184 = -3637582.769896
  nChanged 23
		SP:Iteration 21Q (12404.110000 sec): 3 clusters
  Score: Raw -3640957.837454 + Penalty 3360.636184 = -3637597.201271
  nChanged 13
		SP:Iteration 22Q (12404.170000 sec): 3 clusters
  Score: Raw -3640965.793688 + Penalty 3360.636184 = -3637605.157504
  nChanged 13
		SP:Iteration 23Q (12404.230000 sec): 3 clusters
  Score: Raw -3640974.866012 + Penalty 3360.636184 = -3637614.229828
  nChanged 10
		SP:Iteration 24Q (12404.290000 sec): 3 clusters
  Score: Raw -3640981.528883 + Penalty 3360.636184 = -3637620.892699
  nChanged 13
		SP:Iteration 25Q (12404.350000 sec): 3 clusters
  Score: Raw -3640991.437817 + Penalty 3360.636184 = -3637630.801633
  nChanged 9
		SP:Iteration 26Q (12404.410000 sec): 3 clusters
  Score: Raw -3640998.227237 + Penalty 3360.636184 = -3637637.591053
  nChanged 3
		SP:Iteration 27Q (12404.470000 sec): 3 clusters
  Score: Raw -3641000.530278 + Penalty 3360.636184 = -3637639.894094
  nChanged 4
		SP:Iteration 28Q (12404.530000 sec): 3 clusters
  Score: Raw -3641002.781163 + Penalty 3360.636184 = -3637642.144979
  nChanged 2
		SP:Iteration 29Q (12404.590000 sec): 3 clusters
  Score: Raw -3641004.001118 + Penalty 3360.636184 = -3637643.364934
  nChanged 2
		SP:Iteration 30Q (12404.650000 sec): 3 clusters
  Score: Raw -3641005.299910 + Penalty 3360.636184 = -3637644.663726
  nChanged 3
		SP:Iteration 31Q (12404.710000 sec): 3 clusters
  Score: Raw -3641007.413437 + Penalty 3360.636184 = -3637646.777253
  nChanged 4
		SP:Iteration 32Q (12404.770000 sec): 3 clusters
  Score: Raw -3641009.164350 + Penalty 3360.636184 = -3637648.528166
  nChanged 6
		SP:Iteration 33Q (12404.820000 sec): 3 clusters
  Score: Raw -3641013.825625 + Penalty 3360.636184 = -3637653.189441
  nChanged 2
		SP:Iteration 34Q (12404.880000 sec): 3 clusters
  Score: Raw -3641014.508640 + Penalty 3360.636184 = -3637653.872456
  nChanged 0
		SP:Iteration 35F (12404.960000 sec): 3 clusters
  Score: Raw -3641014.508640 + Penalty 3360.636184 = -3637653.872456
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12405.010000 sec): 2 clusters
  Score: Raw -1551490.596132 + Penalty 1546.000069 = -1549944.596062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12405.050000 sec): 3 clusters
  Score: Raw -1543602.106576 + Penalty 3092.000138 = -1540510.106438
  nChanged 5982
		SP:Iteration 1F (12405.080000 sec): 3 clusters
  Score: Raw -1546900.689599 + Penalty 3092.000138 = -1543808.689460
  nChanged 775
		SP:Iteration 2F (12405.110000 sec): 3 clusters
  Score: Raw -1547185.505667 + Penalty 3092.000138 = -1544093.505529
  nChanged 617
		SP:Iteration 3Q (12405.150000 sec): 3 clusters
  Score: Raw -1547388.944013 + Penalty 3092.000138 = -1544296.943874
  nChanged 516
		SP:Iteration 4Q (12405.190000 sec): 3 clusters
  Score: Raw -1547559.245469 + Penalty 3092.000138 = -1544467.245330
  nChanged 465
		SP:Iteration 5Q (12405.220000 sec): 3 clusters
  Score: Raw -1547715.654178 + Penalty 3092.000138 = -1544623.654039
  nChanged 463
		SP:Iteration 6Q (12405.250000 sec): 3 clusters
  Score: Raw -1547885.363468 + Penalty 3092.000138 = -1544793.363329
  nChanged 478
		SP:Iteration 7Q (12405.290000 sec): 3 clusters
  Score: Raw -1548074.623969 + Penalty 3092.000138 = -1544982.623831
  nChanged 497
		SP:Iteration 8Q (12405.330000 sec): 3 clusters
  Score: Raw -1548267.368793 + Penalty 3092.000138 = -1545175.368654
  nChanged 488
		SP:Iteration 9Q (12405.360000 sec): 3 clusters
  Score: Raw -1548459.770384 + Penalty 3092.000138 = -1545367.770246
  nChanged 456
		SP:Iteration 10Q (12405.400000 sec): 3 clusters
  Score: Raw -1548672.305182 + Penalty 3092.000138 = -1545580.305043
  nChanged 523
		SP:Iteration 11Q (12405.430000 sec): 3 clusters
  Score: Raw -1548949.814390 + Penalty 3092.000138 = -1545857.814251
  nChanged 522
		SP:Iteration 12Q (12405.470000 sec): 3 clusters
  Score: Raw -1549274.557707 + Penalty 3092.000138 = -1546182.557569
  nChanged 535
		SP:Iteration 13Q (12405.500000 sec): 3 clusters
  Score: Raw -1549627.675345 + Penalty 3092.000138 = -1546535.675206
  nChanged 483
		SP:Iteration 14Q (12405.540000 sec): 3 clusters
  Score: Raw -1550015.566188 + Penalty 3092.000138 = -1546923.566050
  nChanged 477
		SP:Iteration 15Q (12405.570000 sec): 3 clusters
  Score: Raw -1550376.161599 + Penalty 3092.000138 = -1547284.161461
  nChanged 435
		SP:Iteration 16Q (12405.600000 sec): 3 clusters
  Score: Raw -1550715.069435 + Penalty 3092.000138 = -1547623.069296
  nChanged 400
		SP:Iteration 17Q (12405.640000 sec): 3 clusters
  Score: Raw -1551030.622849 + Penalty 3092.000138 = -1547938.622710
  nChanged 330
		SP:Iteration 18Q (12405.670000 sec): 3 clusters
  Score: Raw -1551256.155157 + Penalty 3092.000138 = -1548164.155018
  nChanged 243
		SP:Iteration 19Q (12405.700000 sec): 3 clusters
  Score: Raw -1551414.787441 + Penalty 3092.000138 = -1548322.787303
  nChanged 204
		SP:Iteration 20F (12405.730000 sec): 3 clusters
  Score: Raw -1551520.630061 + Penalty 3092.000138 = -1548428.629923
  nChanged 180
		SP:Iteration 21Q (12405.770000 sec): 3 clusters
  Score: Raw -1551601.656028 + Penalty 3092.000138 = -1548509.655890
  nChanged 140
		SP:Iteration 22Q (12405.790000 sec): 3 clusters
  Score: Raw -1551656.774438 + Penalty 3092.000138 = -1548564.774300
  nChanged 121
		SP:Iteration 23Q (12405.830000 sec): 3 clusters
  Score: Raw -1551692.450469 + Penalty 3092.000138 = -1548600.450330
  nChanged 95
		SP:Iteration 24Q (12405.850000 sec): 3 clusters
  Score: Raw -1551720.430310 + Penalty 3092.000138 = -1548628.430171
  nChanged 86
		SP:Iteration 25Q (12405.890000 sec): 3 clusters
  Score: Raw -1551744.388925 + Penalty 3092.000138 = -1548652.388787
  nChanged 86
		SP:Iteration 26Q (12405.910000 sec): 3 clusters
  Score: Raw -1551774.645880 + Penalty 3092.000138 = -1548682.645742
  nChanged 85
		SP:Iteration 27Q (12405.950000 sec): 3 clusters
  Score: Raw -1551799.468784 + Penalty 3092.000138 = -1548707.468646
  nChanged 77
		SP:Iteration 28Q (12405.970000 sec): 3 clusters
  Score: Raw -1551819.176031 + Penalty 3092.000138 = -1548727.175893
  nChanged 60
		SP:Iteration 29Q (12406.010000 sec): 3 clusters
  Score: Raw -1551836.523906 + Penalty 3092.000138 = -1548744.523768
  nChanged 65
		SP:Iteration 30Q (12406.030000 sec): 3 clusters
  Score: Raw -1551858.166653 + Penalty 3092.000138 = -1548766.166514
  nChanged 77
		SP:Iteration 31Q (12406.070000 sec): 3 clusters
  Score: Raw -1551892.873787 + Penalty 3092.000138 = -1548800.873649
  nChanged 94
		SP:Iteration 32Q (12406.090000 sec): 3 clusters
  Score: Raw -1551929.678144 + Penalty 3092.000138 = -1548837.678006
  nChanged 100
		SP:Iteration 33Q (12406.130000 sec): 3 clusters
  Score: Raw -1551962.101844 + Penalty 3092.000138 = -1548870.101705
  nChanged 88
		SP:Iteration 34Q (12406.150000 sec): 3 clusters
  Score: Raw -1551997.128753 + Penalty 3092.000138 = -1548905.128615
  nChanged 78
		SP:Iteration 35Q (12406.180000 sec): 3 clusters
  Score: Raw -1552026.071807 + Penalty 3092.000138 = -1548934.071669
  nChanged 77
		SP:Iteration 36Q (12406.210000 sec): 3 clusters
  Score: Raw -1552047.467022 + Penalty 3092.000138 = -1548955.466883
  nChanged 55
		SP:Iteration 37Q (12406.240000 sec): 3 clusters
  Score: Raw -1552061.635109 + Penalty 3092.000138 = -1548969.634970
  nChanged 44
		SP:Iteration 38Q (12406.270000 sec): 3 clusters
  Score: Raw -1552075.215332 + Penalty 3092.000138 = -1548983.215194
  nChanged 44
		SP:Iteration 39Q (12406.300000 sec): 3 clusters
  Score: Raw -1552084.218132 + Penalty 3092.000138 = -1548992.217994
  nChanged 29
		SP:Iteration 40F (12406.330000 sec): 3 clusters
  Score: Raw -1552119.169220 + Penalty 3092.000138 = -1549027.169081
  nChanged 45
		SP:Iteration 41Q (12406.360000 sec): 3 clusters
  Score: Raw -1552140.161267 + Penalty 3092.000138 = -1549048.161129
  nChanged 61
		SP:Iteration 42Q (12406.390000 sec): 3 clusters
  Score: Raw -1552158.122401 + Penalty 3092.000138 = -1549066.122262
  nChanged 66
		SP:Iteration 43Q (12406.420000 sec): 3 clusters
  Score: Raw -1552174.256132 + Penalty 3092.000138 = -1549082.255994
  nChanged 55
		SP:Iteration 44Q (12406.450000 sec): 3 clusters
  Score: Raw -1552186.403131 + Penalty 3092.000138 = -1549094.402993
  nChanged 62
		SP:Iteration 45Q (12406.480000 sec): 3 clusters
  Score: Raw -1552199.066644 + Penalty 3092.000138 = -1549107.066506
  nChanged 51
		SP:Iteration 46Q (12406.510000 sec): 3 clusters
  Score: Raw -1552207.765040 + Penalty 3092.000138 = -1549115.764901
  nChanged 43
		SP:Iteration 47Q (12406.530000 sec): 3 clusters
  Score: Raw -1552214.598353 + Penalty 3092.000138 = -1549122.598215
  nChanged 37
		SP:Iteration 48Q (12406.560000 sec): 3 clusters
  Score: Raw -1552219.613668 + Penalty 3092.000138 = -1549127.613529
  nChanged 29
		SP:Iteration 49Q (12406.590000 sec): 3 clusters
  Score: Raw -1552224.548188 + Penalty 3092.000138 = -1549132.548049
  nChanged 30
		SP:Iteration 50Q (12406.620000 sec): 3 clusters
  Score: Raw -1552229.347852 + Penalty 3092.000138 = -1549137.347713
  nChanged 21
		SP:Iteration 51Q (12406.650000 sec): 3 clusters
  Score: Raw -1552232.091651 + Penalty 3092.000138 = -1549140.091512
  nChanged 17
		SP:Iteration 52Q (12406.680000 sec): 3 clusters
  Score: Raw -1552234.019646 + Penalty 3092.000138 = -1549142.019508
  nChanged 13
		SP:Iteration 53Q (12406.710000 sec): 3 clusters
  Score: Raw -1552235.369291 + Penalty 3092.000138 = -1549143.369152
  nChanged 14
		SP:Iteration 54Q (12406.730000 sec): 3 clusters
  Score: Raw -1552236.603732 + Penalty 3092.000138 = -1549144.603594
  nChanged 10
		SP:Iteration 55Q (12406.760000 sec): 3 clusters
  Score: Raw -1552237.952591 + Penalty 3092.000138 = -1549145.952453
  nChanged 13
		SP:Iteration 56Q (12406.790000 sec): 3 clusters
  Score: Raw -1552239.445677 + Penalty 3092.000138 = -1549147.445539
  nChanged 9
		SP:Iteration 57Q (12406.820000 sec): 3 clusters
  Score: Raw -1552240.266440 + Penalty 3092.000138 = -1549148.266302
  nChanged 9
		SP:Iteration 58Q (12406.850000 sec): 3 clusters
  Score: Raw -1552241.052405 + Penalty 3092.000138 = -1549149.052266
  nChanged 9
		SP:Iteration 59Q (12406.880000 sec): 3 clusters
  Score: Raw -1552241.667720 + Penalty 3092.000138 = -1549149.667582
  nChanged 8
		SP:Iteration 60F (12406.910000 sec): 3 clusters
  Score: Raw -1552242.250066 + Penalty 3092.000138 = -1549150.249928
  nChanged 10
		SP:Iteration 61Q (12406.940000 sec): 3 clusters
  Score: Raw -1552243.304246 + Penalty 3092.000138 = -1549151.304107
  nChanged 9
		SP:Iteration 62Q (12406.970000 sec): 3 clusters
  Score: Raw -1552244.811400 + Penalty 3092.000138 = -1549152.811261
  nChanged 15
		SP:Iteration 63Q (12407.000000 sec): 3 clusters
  Score: Raw -1552247.061423 + Penalty 3092.000138 = -1549155.061285
  nChanged 15
		SP:Iteration 64Q (12407.030000 sec): 3 clusters
  Score: Raw -1552249.057286 + Penalty 3092.000138 = -1549157.057148
  nChanged 16
		SP:Iteration 65Q (12407.060000 sec): 3 clusters
  Score: Raw -1552250.632614 + Penalty 3092.000138 = -1549158.632476
  nChanged 13
		SP:Iteration 66Q (12407.090000 sec): 3 clusters
  Score: Raw -1552252.043071 + Penalty 3092.000138 = -1549160.042933
  nChanged 10
		SP:Iteration 67Q (12407.120000 sec): 3 clusters
  Score: Raw -1552252.959087 + Penalty 3092.000138 = -1549160.958949
  nChanged 8
		SP:Iteration 68Q (12407.150000 sec): 3 clusters
  Score: Raw -1552253.869452 + Penalty 3092.000138 = -1549161.869313
  nChanged 11
		SP:Iteration 69Q (12407.170000 sec): 3 clusters
  Score: Raw -1552255.089810 + Penalty 3092.000138 = -1549163.089672
  nChanged 15
		SP:Iteration 70Q (12407.210000 sec): 3 clusters
  Score: Raw -1552256.697702 + Penalty 3092.000138 = -1549164.697564
  nChanged 14
		SP:Iteration 71Q (12407.230000 sec): 3 clusters
  Score: Raw -1552257.889659 + Penalty 3092.000138 = -1549165.889520
  nChanged 9
		SP:Iteration 72Q (12407.270000 sec): 3 clusters
  Score: Raw -1552258.762279 + Penalty 3092.000138 = -1549166.762141
  nChanged 6
		SP:Iteration 73Q (12407.290000 sec): 3 clusters
  Score: Raw -1552259.378029 + Penalty 3092.000138 = -1549167.377891
  nChanged 5
		SP:Iteration 74Q (12407.330000 sec): 3 clusters
  Score: Raw -1552259.797113 + Penalty 3092.000138 = -1549167.796975
  nChanged 5
		SP:Iteration 75Q (12407.350000 sec): 3 clusters
  Score: Raw -1552260.269212 + Penalty 3092.000138 = -1549168.269073
  nChanged 5
		SP:Iteration 76Q (12407.390000 sec): 3 clusters
  Score: Raw -1552260.603634 + Penalty 3092.000138 = -1549168.603495
  nChanged 6
		SP:Iteration 77Q (12407.410000 sec): 3 clusters
  Score: Raw -1552261.094780 + Penalty 3092.000138 = -1549169.094642
  nChanged 5
		SP:Iteration 78Q (12407.450000 sec): 3 clusters
  Score: Raw -1552261.460442 + Penalty 3092.000138 = -1549169.460304
  nChanged 5
		SP:Iteration 79Q (12407.480000 sec): 3 clusters
  Score: Raw -1552261.865123 + Penalty 3092.000138 = -1549169.864984
  nChanged 0
		SP:Iteration 80F (12407.510000 sec): 3 clusters
  Score: Raw -1552261.865123 + Penalty 3092.000138 = -1549169.864984
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12407.550000 sec): 2 clusters
  Score: Raw -1304571.584401 + Penalty 1516.569434 = -1303055.014966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12407.570000 sec): 3 clusters
  Score: Raw -1298111.490489 + Penalty 3033.138869 = -1295078.351621
  nChanged 4940
		SP:Iteration 1F (12407.610000 sec): 3 clusters
  Score: Raw -1300821.854959 + Penalty 3033.138869 = -1297788.716090
  nChanged 892
		SP:Iteration 2F (12407.630000 sec): 3 clusters
  Score: Raw -1301433.971347 + Penalty 3033.138869 = -1298400.832478
  nChanged 913
		SP:Iteration 3F (12407.660000 sec): 3 clusters
  Score: Raw -1302115.417251 + Penalty 3033.138869 = -1299082.278383
  nChanged 887
		SP:Iteration 4F (12407.690000 sec): 3 clusters
  Score: Raw -1302759.095192 + Penalty 3033.138869 = -1299725.956324
  nChanged 775
		SP:Iteration 5F (12407.720000 sec): 3 clusters
  Score: Raw -1303292.871532 + Penalty 3033.138869 = -1300259.732664
  nChanged 638
		SP:Iteration 6F (12407.750000 sec): 3 clusters
  Score: Raw -1303702.110954 + Penalty 3033.138869 = -1300668.972085
  nChanged 464
		SP:Iteration 7Q (12407.770000 sec): 3 clusters
  Score: Raw -1303968.909761 + Penalty 3033.138869 = -1300935.770893
  nChanged 363
		SP:Iteration 8Q (12407.800000 sec): 3 clusters
  Score: Raw -1304172.302990 + Penalty 3033.138869 = -1301139.164121
  nChanged 300
		SP:Iteration 9Q (12407.830000 sec): 3 clusters
  Score: Raw -1304331.230167 + Penalty 3033.138869 = -1301298.091298
  nChanged 230
		SP:Iteration 10Q (12407.860000 sec): 3 clusters
  Score: Raw -1304446.668504 + Penalty 3033.138869 = -1301413.529636
  nChanged 193
		SP:Iteration 11Q (12407.890000 sec): 3 clusters
  Score: Raw -1304540.498191 + Penalty 3033.138869 = -1301507.359323
  nChanged 158
		SP:Iteration 12Q (12407.920000 sec): 3 clusters
  Score: Raw -1304614.734331 + Penalty 3033.138869 = -1301581.595463
  nChanged 114
		SP:Iteration 13Q (12407.950000 sec): 3 clusters
  Score: Raw -1304665.814158 + Penalty 3033.138869 = -1301632.675290
  nChanged 105
		SP:Iteration 14Q (12407.970000 sec): 3 clusters
  Score: Raw -1304714.882539 + Penalty 3033.138869 = -1301681.743670
  nChanged 100
		SP:Iteration 15Q (12408.000000 sec): 3 clusters
  Score: Raw -1304755.984383 + Penalty 3033.138869 = -1301722.845514
  nChanged 66
		SP:Iteration 16Q (12408.030000 sec): 3 clusters
  Score: Raw -1304782.459763 + Penalty 3033.138869 = -1301749.320894
  nChanged 49
		SP:Iteration 17Q (12408.060000 sec): 3 clusters
  Score: Raw -1304811.229155 + Penalty 3033.138869 = -1301778.090286
  nChanged 53
		SP:Iteration 18Q (12408.090000 sec): 3 clusters
  Score: Raw -1304844.354353 + Penalty 3033.138869 = -1301811.215485
  nChanged 42
		SP:Iteration 19Q (12408.110000 sec): 3 clusters
  Score: Raw -1304864.861695 + Penalty 3033.138869 = -1301831.722826
  nChanged 35
		SP:Iteration 20F (12408.140000 sec): 3 clusters
  Score: Raw -1304881.466759 + Penalty 3033.138869 = -1301848.327891
  nChanged 19
		SP:Iteration 21Q (12408.170000 sec): 3 clusters
  Score: Raw -1304891.060194 + Penalty 3033.138869 = -1301857.921326
  nChanged 22
		SP:Iteration 22Q (12408.190000 sec): 3 clusters
  Score: Raw -1304901.481557 + Penalty 3033.138869 = -1301868.342688
  nChanged 18
		SP:Iteration 23Q (12408.220000 sec): 3 clusters
  Score: Raw -1304909.703828 + Penalty 3033.138869 = -1301876.564960
  nChanged 13
		SP:Iteration 24Q (12408.250000 sec): 3 clusters
  Score: Raw -1304915.326687 + Penalty 3033.138869 = -1301882.187819
  nChanged 13
		SP:Iteration 25Q (12408.280000 sec): 3 clusters
  Score: Raw -1304921.165555 + Penalty 3033.138869 = -1301888.026687
  nChanged 12
		SP:Iteration 26Q (12408.300000 sec): 3 clusters
  Score: Raw -1304926.987581 + Penalty 3033.138869 = -1301893.848713
  nChanged 12
		SP:Iteration 27Q (12408.330000 sec): 3 clusters
  Score: Raw -1304933.378261 + Penalty 3033.138869 = -1301900.239392
  nChanged 10
		SP:Iteration 28Q (12408.360000 sec): 3 clusters
  Score: Raw -1304939.158384 + Penalty 3033.138869 = -1301906.019515
  nChanged 8
		SP:Iteration 29Q (12408.380000 sec): 3 clusters
  Score: Raw -1304942.408914 + Penalty 3033.138869 = -1301909.270046
  nChanged 9
		SP:Iteration 30Q (12408.410000 sec): 3 clusters
  Score: Raw -1304946.941032 + Penalty 3033.138869 = -1301913.802164
  nChanged 5
		SP:Iteration 31Q (12408.440000 sec): 3 clusters
  Score: Raw -1304950.091453 + Penalty 3033.138869 = -1301916.952585
  nChanged 6
		SP:Iteration 32Q (12408.460000 sec): 3 clusters
  Score: Raw -1304953.083316 + Penalty 3033.138869 = -1301919.944448
  nChanged 3
		SP:Iteration 33Q (12408.490000 sec): 3 clusters
  Score: Raw -1304954.282217 + Penalty 3033.138869 = -1301921.143348
  nChanged 1
		SP:Iteration 34Q (12408.510000 sec): 3 clusters
  Score: Raw -1304954.736354 + Penalty 3033.138869 = -1301921.597486
  nChanged 1
		SP:Iteration 35Q (12408.540000 sec): 3 clusters
  Score: Raw -1304954.916411 + Penalty 3033.138869 = -1301921.777542
  nChanged 0
		SP:Iteration 36F (12408.570000 sec): 3 clusters
  Score: Raw -1304954.916411 + Penalty 3033.138869 = -1301921.777542
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12408.590000 sec): 2 clusters
  Score: Raw -616331.882399 + Penalty 1400.151071 = -614931.731328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12408.610000 sec): 3 clusters
  Score: Raw -613439.335317 + Penalty 2800.302142 = -610639.033175
  nChanged 2268
		SP:Iteration 1F (12408.620000 sec): 3 clusters
  Score: Raw -614666.748943 + Penalty 2800.302142 = -611866.446801
  nChanged 432
		SP:Iteration 2F (12408.630000 sec): 3 clusters
  Score: Raw -614918.215042 + Penalty 2800.302142 = -612117.912900
  nChanged 338
		SP:Iteration 3F (12408.650000 sec): 3 clusters
  Score: Raw -615112.659510 + Penalty 2800.302142 = -612312.357368
  nChanged 283
		SP:Iteration 4F (12408.660000 sec): 3 clusters
  Score: Raw -615263.233294 + Penalty 2800.302142 = -612462.931153
  nChanged 269
		SP:Iteration 5Q (12408.670000 sec): 3 clusters
  Score: Raw -615420.934857 + Penalty 2800.302142 = -612620.632715
  nChanged 254
		SP:Iteration 6Q (12408.690000 sec): 3 clusters
  Score: Raw -615578.866954 + Penalty 2800.302142 = -612778.564812
  nChanged 229
		SP:Iteration 7Q (12408.700000 sec): 3 clusters
  Score: Raw -615711.998076 + Penalty 2800.302142 = -612911.695935
  nChanged 205
		SP:Iteration 8Q (12408.710000 sec): 3 clusters
  Score: Raw -615845.654900 + Penalty 2800.302142 = -613045.352758
  nChanged 205
		SP:Iteration 9Q (12408.730000 sec): 3 clusters
  Score: Raw -615982.538343 + Penalty 2800.302142 = -613182.236201
  nChanged 185
		SP:Iteration 10Q (12408.740000 sec): 3 clusters
  Score: Raw -616119.505968 + Penalty 2800.302142 = -613319.203826
  nChanged 154
		SP:Iteration 11Q (12408.760000 sec): 3 clusters
  Score: Raw -616230.497030 + Penalty 2800.302142 = -613430.194889
  nChanged 109
		SP:Iteration 12Q (12408.770000 sec): 3 clusters
  Score: Raw -616302.588994 + Penalty 2800.302142 = -613502.286852
  nChanged 99
		SP:Iteration 13Q (12408.780000 sec): 3 clusters
  Score: Raw -616365.595700 + Penalty 2800.302142 = -613565.293559
  nChanged 63
		SP:Iteration 14Q (12408.800000 sec): 3 clusters
  Score: Raw -616412.041460 + Penalty 2800.302142 = -613611.739319
  nChanged 60
		SP:Iteration 15Q (12408.810000 sec): 3 clusters
  Score: Raw -616449.119978 + Penalty 2800.302142 = -613648.817836
  nChanged 29
		SP:Iteration 16Q (12408.820000 sec): 3 clusters
  Score: Raw -616468.315079 + Penalty 2800.302142 = -613668.012937
  nChanged 35
		SP:Iteration 17Q (12408.840000 sec): 3 clusters
  Score: Raw -616495.223948 + Penalty 2800.302142 = -613694.921807
  nChanged 21
		SP:Iteration 18Q (12408.850000 sec): 3 clusters
  Score: Raw -616509.753066 + Penalty 2800.302142 = -613709.450924
  nChanged 15
		SP:Iteration 19Q (12408.860000 sec): 3 clusters
  Score: Raw -616518.481249 + Penalty 2800.302142 = -613718.179108
  nChanged 9
		SP:Iteration 20F (12408.870000 sec): 3 clusters
  Score: Raw -616528.756980 + Penalty 2800.302142 = -613728.454838
  nChanged 6
		SP:Iteration 21Q (12408.890000 sec): 3 clusters
  Score: Raw -616533.264252 + Penalty 2800.302142 = -613732.962110
  nChanged 6
		SP:Iteration 22Q (12408.900000 sec): 3 clusters
  Score: Raw -616537.624897 + Penalty 2800.302142 = -613737.322756
  nChanged 9
		SP:Iteration 23Q (12408.910000 sec): 3 clusters
  Score: Raw -616544.662386 + Penalty 2800.302142 = -613744.360244
  nChanged 8
		SP:Iteration 24Q (12408.930000 sec): 3 clusters
  Score: Raw -616548.535364 + Penalty 2800.302142 = -613748.233223
  nChanged 5
		SP:Iteration 25Q (12408.940000 sec): 3 clusters
  Score: Raw -616550.485259 + Penalty 2800.302142 = -613750.183118
  nChanged 2
		SP:Iteration 26Q (12408.950000 sec): 3 clusters
  Score: Raw -616551.951519 + Penalty 2800.302142 = -613751.649377
  nChanged 3
		SP:Iteration 27Q (12408.960000 sec): 3 clusters
  Score: Raw -616553.784645 + Penalty 2800.302142 = -613753.482503
  nChanged 6
		SP:Iteration 28Q (12408.970000 sec): 3 clusters
  Score: Raw -616559.073538 + Penalty 2800.302142 = -613758.771397
  nChanged 4
		SP:Iteration 29Q (12408.990000 sec): 3 clusters
  Score: Raw -616560.843927 + Penalty 2800.302142 = -613760.541785
  nChanged 3
		SP:Iteration 30Q (12409.000000 sec): 3 clusters
  Score: Raw -616562.385624 + Penalty 2800.302142 = -613762.083482
  nChanged 2
		SP:Iteration 31Q (12409.010000 sec): 3 clusters
  Score: Raw -616563.498969 + Penalty 2800.302142 = -613763.196827
  nChanged 4
		SP:Iteration 32Q (12409.030000 sec): 3 clusters
  Score: Raw -616565.906836 + Penalty 2800.302142 = -613765.604694
  nChanged 2
		SP:Iteration 33Q (12409.040000 sec): 3 clusters
  Score: Raw -616566.665240 + Penalty 2800.302142 = -613766.363099
  nChanged 0
		SP:Iteration 34F (12409.050000 sec): 3 clusters
  Score: Raw -616566.665240 + Penalty 2800.302142 = -613766.363099
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (56105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12409.220000 sec): 2 clusters
  Score: Raw -6518579.539354 + Penalty 1776.934285 = -6516802.605069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12409.370000 sec): 3 clusters
  Score: Raw -6482859.559986 + Penalty 3553.868570 = -6479305.691417
  nChanged 26424
		SP:Iteration 1F (12409.520000 sec): 3 clusters
  Score: Raw -6498475.029275 + Penalty 3553.868570 = -6494921.160705
  nChanged 2994
		SP:Iteration 2F (12409.670000 sec): 3 clusters
  Score: Raw -6499760.571567 + Penalty 3553.868570 = -6496206.702998
  nChanged 3169
		SP:Iteration 3F (12409.810000 sec): 3 clusters
  Score: Raw -6501346.094742 + Penalty 3553.868570 = -6497792.226172
  nChanged 3365
		SP:Iteration 4F (12409.960000 sec): 3 clusters
  Score: Raw -6503086.606304 + Penalty 3553.868570 = -6499532.737735
  nChanged 3348
		SP:Iteration 5F (12410.110000 sec): 3 clusters
  Score: Raw -6504786.173725 + Penalty 3553.868570 = -6501232.305155
  nChanged 3009
		SP:Iteration 6F (12410.260000 sec): 3 clusters
  Score: Raw -6506144.052641 + Penalty 3553.868570 = -6502590.184071
  nChanged 2622
		SP:Iteration 7Q (12410.410000 sec): 3 clusters
  Score: Raw -6507233.850657 + Penalty 3553.868570 = -6503679.982087
  nChanged 2193
		SP:Iteration 8Q (12410.550000 sec): 3 clusters
  Score: Raw -6508020.462298 + Penalty 3553.868570 = -6504466.593728
  nChanged 1767
		SP:Iteration 9Q (12410.710000 sec): 3 clusters
  Score: Raw -6508535.299509 + Penalty 3553.868570 = -6504981.430939
  nChanged 1468
		SP:Iteration 10Q (12410.850000 sec): 3 clusters
  Score: Raw -6508946.870411 + Penalty 3553.868570 = -6505393.001841
  nChanged 1301
		SP:Iteration 11Q (12411.000000 sec): 3 clusters
  Score: Raw -6509311.419436 + Penalty 3553.868570 = -6505757.550866
  nChanged 1229
		SP:Iteration 12Q (12411.150000 sec): 3 clusters
  Score: Raw -6509688.289571 + Penalty 3553.868570 = -6506134.421002
  nChanged 1236
		SP:Iteration 13Q (12411.290000 sec): 3 clusters
  Score: Raw -6510119.038515 + Penalty 3553.868570 = -6506565.169946
  nChanged 1371
		SP:Iteration 14Q (12411.440000 sec): 3 clusters
  Score: Raw -6510716.868062 + Penalty 3553.868570 = -6507162.999492
  nChanged 1543
		SP:Iteration 15Q (12411.590000 sec): 3 clusters
  Score: Raw -6511498.415560 + Penalty 3553.868570 = -6507944.546990
  nChanged 1697
		SP:Iteration 16Q (12411.740000 sec): 3 clusters
  Score: Raw -6512396.009985 + Penalty 3553.868570 = -6508842.141415
  nChanged 1650
		SP:Iteration 17Q (12411.880000 sec): 3 clusters
  Score: Raw -6513121.856620 + Penalty 3553.868570 = -6509567.988050
  nChanged 1350
		SP:Iteration 18Q (12412.030000 sec): 3 clusters
  Score: Raw -6513600.633072 + Penalty 3553.868570 = -6510046.764503
  nChanged 1033
		SP:Iteration 19Q (12412.170000 sec): 3 clusters
  Score: Raw -6513876.937267 + Penalty 3553.868570 = -6510323.068698
  nChanged 709
		SP:Iteration 20F (12412.320000 sec): 3 clusters
  Score: Raw -6514032.151140 + Penalty 3553.868570 = -6510478.282571
  nChanged 567
		SP:Iteration 21Q (12412.460000 sec): 3 clusters
  Score: Raw -6514141.848477 + Penalty 3553.868570 = -6510587.979907
  nChanged 490
		SP:Iteration 22Q (12412.600000 sec): 3 clusters
  Score: Raw -6514224.596700 + Penalty 3553.868570 = -6510670.728130
  nChanged 412
		SP:Iteration 23Q (12412.740000 sec): 3 clusters
  Score: Raw -6514289.071648 + Penalty 3553.868570 = -6510735.203078
  nChanged 350
		SP:Iteration 24Q (12412.880000 sec): 3 clusters
  Score: Raw -6514334.709470 + Penalty 3553.868570 = -6510780.840901
  nChanged 313
		SP:Iteration 25Q (12413.030000 sec): 3 clusters
  Score: Raw -6514378.008548 + Penalty 3553.868570 = -6510824.139979
  nChanged 283
		SP:Iteration 26Q (12413.170000 sec): 3 clusters
  Score: Raw -6514413.675123 + Penalty 3553.868570 = -6510859.806554
  nChanged 291
		SP:Iteration 27Q (12413.310000 sec): 3 clusters
  Score: Raw -6514448.800982 + Penalty 3553.868570 = -6510894.932412
  nChanged 253
		SP:Iteration 28Q (12413.450000 sec): 3 clusters
  Score: Raw -6514479.321964 + Penalty 3553.868570 = -6510925.453394
  nChanged 266
		SP:Iteration 29Q (12413.590000 sec): 3 clusters
  Score: Raw -6514509.108138 + Penalty 3553.868570 = -6510955.239568
  nChanged 253
		SP:Iteration 30Q (12413.730000 sec): 3 clusters
  Score: Raw -6514536.643165 + Penalty 3553.868570 = -6510982.774596
  nChanged 236
		SP:Iteration 31Q (12413.870000 sec): 3 clusters
  Score: Raw -6514562.167934 + Penalty 3553.868570 = -6511008.299364
  nChanged 198
		SP:Iteration 32Q (12414.010000 sec): 3 clusters
  Score: Raw -6514581.933742 + Penalty 3553.868570 = -6511028.065172
  nChanged 186
		SP:Iteration 33Q (12414.150000 sec): 3 clusters
  Score: Raw -6514597.767056 + Penalty 3553.868570 = -6511043.898486
  nChanged 166
		SP:Iteration 34Q (12414.290000 sec): 3 clusters
  Score: Raw -6514612.258088 + Penalty 3553.868570 = -6511058.389518
  nChanged 154
		SP:Iteration 35Q (12414.430000 sec): 3 clusters
  Score: Raw -6514625.027639 + Penalty 3553.868570 = -6511071.159069
  nChanged 150
		SP:Iteration 36Q (12414.570000 sec): 3 clusters
  Score: Raw -6514637.076760 + Penalty 3553.868570 = -6511083.208191
  nChanged 161
		SP:Iteration 37Q (12414.710000 sec): 3 clusters
  Score: Raw -6514649.381357 + Penalty 3553.868570 = -6511095.512788
  nChanged 144
		SP:Iteration 38Q (12414.850000 sec): 3 clusters
  Score: Raw -6514660.499839 + Penalty 3553.868570 = -6511106.631269
  nChanged 150
		SP:Iteration 39Q (12414.990000 sec): 3 clusters
  Score: Raw -6514670.907456 + Penalty 3553.868570 = -6511117.038887
  nChanged 125
		SP:Iteration 40F (12415.140000 sec): 3 clusters
  Score: Raw -6514677.785329 + Penalty 3553.868570 = -6511123.916759
  nChanged 106
		SP:Iteration 41Q (12415.280000 sec): 3 clusters
  Score: Raw -6514682.956759 + Penalty 3553.868570 = -6511129.088189
  nChanged 86
		SP:Iteration 42Q (12415.420000 sec): 3 clusters
  Score: Raw -6514687.227756 + Penalty 3553.868570 = -6511133.359186
  nChanged 99
		SP:Iteration 43Q (12415.560000 sec): 3 clusters
  Score: Raw -6514691.785736 + Penalty 3553.868570 = -6511137.917167
  nChanged 89
		SP:Iteration 44Q (12415.710000 sec): 3 clusters
  Score: Raw -6514696.538179 + Penalty 3553.868570 = -6511142.669610
  nChanged 88
		SP:Iteration 45Q (12415.850000 sec): 3 clusters
  Score: Raw -6514700.408352 + Penalty 3553.868570 = -6511146.539783
  nChanged 90
		SP:Iteration 46Q (12415.990000 sec): 3 clusters
  Score: Raw -6514705.045767 + Penalty 3553.868570 = -6511151.177197
  nChanged 93
		SP:Iteration 47Q (12416.130000 sec): 3 clusters
  Score: Raw -6514710.173081 + Penalty 3553.868570 = -6511156.304512
  nChanged 90
		SP:Iteration 48Q (12416.270000 sec): 3 clusters
  Score: Raw -6514714.936435 + Penalty 3553.868570 = -6511161.067866
  nChanged 84
		SP:Iteration 49Q (12416.410000 sec): 3 clusters
  Score: Raw -6514719.496355 + Penalty 3553.868570 = -6511165.627785
  nChanged 87
		SP:Iteration 50Q (12416.550000 sec): 3 clusters
  Score: Raw -6514723.650793 + Penalty 3553.868570 = -6511169.782223
  nChanged 81
		SP:Iteration 51Q (12416.680000 sec): 3 clusters
  Score: Raw -6514727.596785 + Penalty 3553.868570 = -6511173.728215
  nChanged 82
		SP:Iteration 52Q (12416.820000 sec): 3 clusters
  Score: Raw -6514731.184862 + Penalty 3553.868570 = -6511177.316292
  nChanged 77
		SP:Iteration 53Q (12416.960000 sec): 3 clusters
  Score: Raw -6514734.787328 + Penalty 3553.868570 = -6511180.918758
  nChanged 68
		SP:Iteration 54Q (12417.100000 sec): 3 clusters
  Score: Raw -6514737.892519 + Penalty 3553.868570 = -6511184.023949
  nChanged 68
		SP:Iteration 55Q (12417.240000 sec): 3 clusters
  Score: Raw -6514740.606114 + Penalty 3553.868570 = -6511186.737544
  nChanged 71
		SP:Iteration 56Q (12417.380000 sec): 3 clusters
  Score: Raw -6514744.002298 + Penalty 3553.868570 = -6511190.133729
  nChanged 77
		SP:Iteration 57Q (12417.520000 sec): 3 clusters
  Score: Raw -6514748.008976 + Penalty 3553.868570 = -6511194.140407
  nChanged 82
		SP:Iteration 58Q (12417.650000 sec): 3 clusters
  Score: Raw -6514752.164710 + Penalty 3553.868570 = -6511198.296141
  nChanged 98
		SP:Iteration 59Q (12417.790000 sec): 3 clusters
  Score: Raw -6514757.211857 + Penalty 3553.868570 = -6511203.343288
  nChanged 96
		SP:Iteration 60F (12417.940000 sec): 3 clusters
  Score: Raw -6514762.735450 + Penalty 3553.868570 = -6511208.866880
  nChanged 105
		SP:Iteration 61Q (12418.080000 sec): 3 clusters
  Score: Raw -6514768.492090 + Penalty 3553.868570 = -6511214.623520
  nChanged 99
		SP:Iteration 62Q (12418.220000 sec): 3 clusters
  Score: Raw -6514773.848500 + Penalty 3553.868570 = -6511219.979931
  nChanged 108
		SP:Iteration 63Q (12418.360000 sec): 3 clusters
  Score: Raw -6514780.180449 + Penalty 3553.868570 = -6511226.311880
  nChanged 98
		SP:Iteration 64Q (12418.500000 sec): 3 clusters
  Score: Raw -6514785.087077 + Penalty 3553.868570 = -6511231.218508
  nChanged 92
		SP:Iteration 65Q (12418.640000 sec): 3 clusters
  Score: Raw -6514789.911473 + Penalty 3553.868570 = -6511236.042904
  nChanged 102
		SP:Iteration 66Q (12418.780000 sec): 3 clusters
  Score: Raw -6514795.803525 + Penalty 3553.868570 = -6511241.934955
  nChanged 104
		SP:Iteration 67Q (12418.920000 sec): 3 clusters
  Score: Raw -6514801.956585 + Penalty 3553.868570 = -6511248.088016
  nChanged 102
		SP:Iteration 68Q (12419.050000 sec): 3 clusters
  Score: Raw -6514807.860798 + Penalty 3553.868570 = -6511253.992229
  nChanged 110
		SP:Iteration 69Q (12419.190000 sec): 3 clusters
  Score: Raw -6514814.409349 + Penalty 3553.868570 = -6511260.540779
  nChanged 114
		SP:Iteration 70Q (12419.330000 sec): 3 clusters
  Score: Raw -6514821.403080 + Penalty 3553.868570 = -6511267.534510
  nChanged 120
		SP:Iteration 71Q (12419.470000 sec): 3 clusters
  Score: Raw -6514829.730722 + Penalty 3553.868570 = -6511275.862153
  nChanged 124
		SP:Iteration 72Q (12419.620000 sec): 3 clusters
  Score: Raw -6514838.204296 + Penalty 3553.868570 = -6511284.335727
  nChanged 120
		SP:Iteration 73Q (12419.760000 sec): 3 clusters
  Score: Raw -6514845.926754 + Penalty 3553.868570 = -6511292.058184
  nChanged 134
		SP:Iteration 74Q (12419.900000 sec): 3 clusters
  Score: Raw -6514854.619948 + Penalty 3553.868570 = -6511300.751379
  nChanged 142
		SP:Iteration 75Q (12420.040000 sec): 3 clusters
  Score: Raw -6514863.906118 + Penalty 3553.868570 = -6511310.037548
  nChanged 134
		SP:Iteration 76Q (12420.180000 sec): 3 clusters
  Score: Raw -6514874.251401 + Penalty 3553.868570 = -6511320.382832
  nChanged 155
		SP:Iteration 77Q (12420.320000 sec): 3 clusters
  Score: Raw -6514885.542527 + Penalty 3553.868570 = -6511331.673957
  nChanged 157
		SP:Iteration 78Q (12420.450000 sec): 3 clusters
  Score: Raw -6514897.833237 + Penalty 3553.868570 = -6511343.964667
  nChanged 152
		SP:Iteration 79Q (12420.590000 sec): 3 clusters
  Score: Raw -6514910.564947 + Penalty 3553.868570 = -6511356.696378
  nChanged 155
		SP:Iteration 80F (12420.740000 sec): 3 clusters
  Score: Raw -6514924.744194 + Penalty 3553.868570 = -6511370.875625
  nChanged 178
		SP:Iteration 81Q (12420.880000 sec): 3 clusters
  Score: Raw -6514940.891295 + Penalty 3553.868570 = -6511387.022725
  nChanged 184
		SP:Iteration 82Q (12421.010000 sec): 3 clusters
  Score: Raw -6514956.834192 + Penalty 3553.868570 = -6511402.965622
  nChanged 197
		SP:Iteration 83Q (12421.150000 sec): 3 clusters
  Score: Raw -6514974.530892 + Penalty 3553.868570 = -6511420.662323
  nChanged 202
		SP:Iteration 84Q (12421.290000 sec): 3 clusters
  Score: Raw -6514994.113181 + Penalty 3553.868570 = -6511440.244611
  nChanged 210
		SP:Iteration 85Q (12421.430000 sec): 3 clusters
  Score: Raw -6515014.029534 + Penalty 3553.868570 = -6511460.160964
  nChanged 212
		SP:Iteration 86Q (12421.570000 sec): 3 clusters
  Score: Raw -6515034.519010 + Penalty 3553.868570 = -6511480.650440
  nChanged 219
		SP:Iteration 87Q (12421.700000 sec): 3 clusters
  Score: Raw -6515056.464241 + Penalty 3553.868570 = -6511502.595671
  nChanged 220
		SP:Iteration 88Q (12421.840000 sec): 3 clusters
  Score: Raw -6515079.485394 + Penalty 3553.868570 = -6511525.616824
  nChanged 221
		SP:Iteration 89Q (12421.970000 sec): 3 clusters
  Score: Raw -6515103.022554 + Penalty 3553.868570 = -6511549.153985
  nChanged 223
		SP:Iteration 90Q (12422.110000 sec): 3 clusters
  Score: Raw -6515126.487418 + Penalty 3553.868570 = -6511572.618848
  nChanged 229
		SP:Iteration 91Q (12422.250000 sec): 3 clusters
  Score: Raw -6515149.431725 + Penalty 3553.868570 = -6511595.563155
  nChanged 221
		SP:Iteration 92Q (12422.380000 sec): 3 clusters
  Score: Raw -6515170.069977 + Penalty 3553.868570 = -6511616.201407
  nChanged 238
		SP:Iteration 93Q (12422.520000 sec): 3 clusters
  Score: Raw -6515194.769793 + Penalty 3553.868570 = -6511640.901223
  nChanged 243
		SP:Iteration 94Q (12422.650000 sec): 3 clusters
  Score: Raw -6515221.788735 + Penalty 3553.868570 = -6511667.920165
  nChanged 259
		SP:Iteration 95Q (12422.790000 sec): 3 clusters
  Score: Raw -6515253.948537 + Penalty 3553.868570 = -6511700.079967
  nChanged 249
		SP:Iteration 96Q (12422.920000 sec): 3 clusters
  Score: Raw -6515285.822662 + Penalty 3553.868570 = -6511731.954092
  nChanged 241
		SP:Iteration 97Q (12423.050000 sec): 3 clusters
  Score: Raw -6515316.190109 + Penalty 3553.868570 = -6511762.321539
  nChanged 252
		SP:Iteration 98Q (12423.190000 sec): 3 clusters
  Score: Raw -6515350.700648 + Penalty 3553.868570 = -6511796.832079
  nChanged 264
		SP:Iteration 99Q (12423.320000 sec): 3 clusters
  Score: Raw -6515385.336957 + Penalty 3553.868570 = -6511831.468387
  nChanged 275
		SP:Iteration 100F (12423.470000 sec): 3 clusters
  Score: Raw -6515424.892541 + Penalty 3553.868570 = -6511871.023971
  nChanged 280
		SP:Iteration 101Q (12423.610000 sec): 3 clusters
  Score: Raw -6515463.954121 + Penalty 3553.868570 = -6511910.085552
  nChanged 277
		SP:Iteration 102Q (12423.740000 sec): 3 clusters
  Score: Raw -6515500.824967 + Penalty 3553.868570 = -6511946.956397
  nChanged 248
		SP:Iteration 103Q (12423.870000 sec): 3 clusters
  Score: Raw -6515536.790796 + Penalty 3553.868570 = -6511982.922227
  nChanged 297
		SP:Iteration 104Q (12424.010000 sec): 3 clusters
  Score: Raw -6515577.562158 + Penalty 3553.868570 = -6512023.693589
  nChanged 272
		SP:Iteration 105Q (12424.140000 sec): 3 clusters
  Score: Raw -6515616.066927 + Penalty 3553.868570 = -6512062.198358
  nChanged 267
		SP:Iteration 106Q (12424.270000 sec): 3 clusters
  Score: Raw -6515656.878593 + Penalty 3553.868570 = -6512103.010024
  nChanged 281
		SP:Iteration 107Q (12424.400000 sec): 3 clusters
  Score: Raw -6515698.746713 + Penalty 3553.868570 = -6512144.878144
  nChanged 270
		SP:Iteration 108Q (12424.530000 sec): 3 clusters
  Score: Raw -6515738.581843 + Penalty 3553.868570 = -6512184.713274
  nChanged 278
		SP:Iteration 109Q (12424.660000 sec): 3 clusters
  Score: Raw -6515777.950513 + Penalty 3553.868570 = -6512224.081943
  nChanged 277
		SP:Iteration 110Q (12424.790000 sec): 3 clusters
  Score: Raw -6515817.617864 + Penalty 3553.868570 = -6512263.749294
  nChanged 282
		SP:Iteration 111Q (12424.920000 sec): 3 clusters
  Score: Raw -6515863.892506 + Penalty 3553.868570 = -6512310.023936
  nChanged 337
		SP:Iteration 112Q (12425.050000 sec): 3 clusters
  Score: Raw -6515923.971630 + Penalty 3553.868570 = -6512370.103061
  nChanged 349
		SP:Iteration 113Q (12425.180000 sec): 3 clusters
  Score: Raw -6515987.599553 + Penalty 3553.868570 = -6512433.730984
  nChanged 352
		SP:Iteration 114Q (12425.310000 sec): 3 clusters
  Score: Raw -6516047.884067 + Penalty 3553.868570 = -6512494.015498
  nChanged 347
		SP:Iteration 115Q (12425.440000 sec): 3 clusters
  Score: Raw -6516109.042568 + Penalty 3553.868570 = -6512555.173999
  nChanged 329
		SP:Iteration 116Q (12425.570000 sec): 3 clusters
  Score: Raw -6516162.144122 + Penalty 3553.868570 = -6512608.275552
  nChanged 331
		SP:Iteration 117Q (12425.690000 sec): 3 clusters
  Score: Raw -6516222.184264 + Penalty 3553.868570 = -6512668.315695
  nChanged 339
		SP:Iteration 118Q (12425.820000 sec): 3 clusters
  Score: Raw -6516282.346467 + Penalty 3553.868570 = -6512728.477898
  nChanged 349
		SP:Iteration 119Q (12425.950000 sec): 3 clusters
  Score: Raw -6516350.822956 + Penalty 3553.868570 = -6512796.954386
  nChanged 368
		SP:Iteration 120F (12426.100000 sec): 3 clusters
  Score: Raw -6516421.360006 + Penalty 3553.868570 = -6512867.491436
  nChanged 348
		SP:Iteration 121Q (12426.220000 sec): 3 clusters
  Score: Raw -6516485.672089 + Penalty 3553.868570 = -6512931.803520
  nChanged 340
		SP:Iteration 122Q (12426.350000 sec): 3 clusters
  Score: Raw -6516552.454395 + Penalty 3553.868570 = -6512998.585826
  nChanged 371
		SP:Iteration 123Q (12426.470000 sec): 3 clusters
  Score: Raw -6516629.392274 + Penalty 3553.868570 = -6513075.523704
  nChanged 377
		SP:Iteration 124Q (12426.590000 sec): 3 clusters
  Score: Raw -6516709.904944 + Penalty 3553.868570 = -6513156.036375
  nChanged 389
		SP:Iteration 125Q (12426.720000 sec): 3 clusters
  Score: Raw -6516793.296251 + Penalty 3553.868570 = -6513239.427681
  nChanged 387
		SP:Iteration 126Q (12426.840000 sec): 3 clusters
  Score: Raw -6516881.272886 + Penalty 3553.868570 = -6513327.404316
  nChanged 395
		SP:Iteration 127Q (12426.960000 sec): 3 clusters
  Score: Raw -6516969.665744 + Penalty 3553.868570 = -6513415.797174
  nChanged 389
		SP:Iteration 128Q (12427.080000 sec): 3 clusters
  Score: Raw -6517056.611998 + Penalty 3553.868570 = -6513502.743428
  nChanged 376
		SP:Iteration 129Q (12427.200000 sec): 3 clusters
  Score: Raw -6517141.405450 + Penalty 3553.868570 = -6513587.536880
  nChanged 375
		SP:Iteration 130Q (12427.320000 sec): 3 clusters
  Score: Raw -6517231.744074 + Penalty 3553.868570 = -6513677.875505
  nChanged 353
		SP:Iteration 131Q (12427.440000 sec): 3 clusters
  Score: Raw -6517313.766566 + Penalty 3553.868570 = -6513759.897996
  nChanged 360
		SP:Iteration 132Q (12427.560000 sec): 3 clusters
  Score: Raw -6517398.425544 + Penalty 3553.868570 = -6513844.556975
  nChanged 340
		SP:Iteration 133Q (12427.680000 sec): 3 clusters
  Score: Raw -6517477.473238 + Penalty 3553.868570 = -6513923.604669
  nChanged 324
		SP:Iteration 134Q (12427.790000 sec): 3 clusters
  Score: Raw -6517552.946235 + Penalty 3553.868570 = -6513999.077665
  nChanged 313
		SP:Iteration 135Q (12427.910000 sec): 3 clusters
  Score: Raw -6517623.037181 + Penalty 3553.868570 = -6514069.168611
  nChanged 318
		SP:Iteration 136Q (12428.030000 sec): 3 clusters
  Score: Raw -6517700.793870 + Penalty 3553.868570 = -6514146.925300
  nChanged 324
		SP:Iteration 137Q (12428.140000 sec): 3 clusters
  Score: Raw -6517782.269127 + Penalty 3553.868570 = -6514228.400557
  nChanged 307
		SP:Iteration 138Q (12428.260000 sec): 3 clusters
  Score: Raw -6517857.368563 + Penalty 3553.868570 = -6514303.499994
  nChanged 301
		SP:Iteration 139Q (12428.370000 sec): 3 clusters
  Score: Raw -6517934.994933 + Penalty 3553.868570 = -6514381.126364
  nChanged 272
		SP:Iteration 140F (12428.520000 sec): 3 clusters
  Score: Raw -6518006.118858 + Penalty 3553.868570 = -6514452.250289
  nChanged 258
		SP:Iteration 141Q (12428.630000 sec): 3 clusters
  Score: Raw -6518069.477024 + Penalty 3553.868570 = -6514515.608454
  nChanged 262
		SP:Iteration 142Q (12428.750000 sec): 3 clusters
  Score: Raw -6518138.035893 + Penalty 3553.868570 = -6514584.167323
  nChanged 243
		SP:Iteration 143Q (12428.860000 sec): 3 clusters
  Score: Raw -6518211.081359 + Penalty 3553.868570 = -6514657.212789
  nChanged 243
		SP:Iteration 144Q (12428.970000 sec): 3 clusters
  Score: Raw -6518289.030754 + Penalty 3553.868570 = -6514735.162184
  nChanged 253
		SP:Iteration 145Q (12429.080000 sec): 3 clusters
  Score: Raw -6518368.754394 + Penalty 3553.868570 = -6514814.885824
  nChanged 230
		SP:Iteration 146Q (12429.190000 sec): 3 clusters
  Score: Raw -6518443.696731 + Penalty 3553.868570 = -6514889.828162
  nChanged 212
		SP:Iteration 147Q (12429.300000 sec): 3 clusters
  Score: Raw -6518514.788566 + Penalty 3553.868570 = -6514960.919997
  nChanged 215
		SP:Iteration 148Q (12429.410000 sec): 3 clusters
  Score: Raw -6518587.762233 + Penalty 3553.868570 = -6515033.893664
  nChanged 202
		SP:Iteration 149Q (12429.520000 sec): 3 clusters
  Score: Raw -6518656.296792 + Penalty 3553.868570 = -6515102.428223
  nChanged 175
		SP:Iteration 150Q (12429.630000 sec): 3 clusters
  Score: Raw -6518708.975829 + Penalty 3553.868570 = -6515155.107259
  nChanged 156
		SP:Iteration 151Q (12429.740000 sec): 3 clusters
  Score: Raw -6518752.020488 + Penalty 3553.868570 = -6515198.151919
  nChanged 120
		SP:Iteration 152Q (12429.850000 sec): 3 clusters
  Score: Raw -6518786.718168 + Penalty 3553.868570 = -6515232.849598
  nChanged 120
		SP:Iteration 153Q (12429.960000 sec): 3 clusters
  Score: Raw -6518823.571818 + Penalty 3553.868570 = -6515269.703249
  nChanged 102
		SP:Iteration 154Q (12430.070000 sec): 3 clusters
  Score: Raw -6518850.611216 + Penalty 3553.868570 = -6515296.742647
  nChanged 80
		SP:Iteration 155Q (12430.170000 sec): 3 clusters
  Score: Raw -6518870.000130 + Penalty 3553.868570 = -6515316.131561
  nChanged 65
		SP:Iteration 156Q (12430.280000 sec): 3 clusters
  Score: Raw -6518885.714374 + Penalty 3553.868570 = -6515331.845805
  nChanged 60
		SP:Iteration 157Q (12430.390000 sec): 3 clusters
  Score: Raw -6518899.963776 + Penalty 3553.868570 = -6515346.095206
  nChanged 67
		SP:Iteration 158Q (12430.490000 sec): 3 clusters
  Score: Raw -6518917.237426 + Penalty 3553.868570 = -6515363.368857
  nChanged 68
		SP:Iteration 159Q (12430.600000 sec): 3 clusters
  Score: Raw -6518934.547514 + Penalty 3553.868570 = -6515380.678944
  nChanged 62
		SP:Iteration 160F (12430.750000 sec): 3 clusters
  Score: Raw -6518952.094766 + Penalty 3553.868570 = -6515398.226196
  nChanged 57
		SP:Iteration 161Q (12430.850000 sec): 3 clusters
  Score: Raw -6518967.380265 + Penalty 3553.868570 = -6515413.511695
  nChanged 46
		SP:Iteration 162Q (12430.960000 sec): 3 clusters
  Score: Raw -6518978.573042 + Penalty 3553.868570 = -6515424.704473
  nChanged 48
		SP:Iteration 163Q (12431.060000 sec): 3 clusters
  Score: Raw -6518987.819721 + Penalty 3553.868570 = -6515433.951151
  nChanged 36
		SP:Iteration 164Q (12431.170000 sec): 3 clusters
  Score: Raw -6518995.185535 + Penalty 3553.868570 = -6515441.316965
  nChanged 27
		SP:Iteration 165Q (12431.270000 sec): 3 clusters
  Score: Raw -6519000.946772 + Penalty 3553.868570 = -6515447.078202
  nChanged 16
		SP:Iteration 166Q (12431.370000 sec): 3 clusters
  Score: Raw -6519004.302119 + Penalty 3553.868570 = -6515450.433549
  nChanged 20
		SP:Iteration 167Q (12431.480000 sec): 3 clusters
  Score: Raw -6519009.015915 + Penalty 3553.868570 = -6515455.147345
  nChanged 12
		SP:Iteration 168Q (12431.590000 sec): 3 clusters
  Score: Raw -6519011.391707 + Penalty 3553.868570 = -6515457.523137
  nChanged 21
		SP:Iteration 169Q (12431.690000 sec): 3 clusters
  Score: Raw -6519015.892061 + Penalty 3553.868570 = -6515462.023491
  nChanged 20
		SP:Iteration 170Q (12431.800000 sec): 3 clusters
  Score: Raw -6519020.383168 + Penalty 3553.868570 = -6515466.514598
  nChanged 11
		SP:Iteration 171Q (12431.910000 sec): 3 clusters
  Score: Raw -6519022.876839 + Penalty 3553.868570 = -6515469.008270
  nChanged 13
		SP:Iteration 172Q (12432.010000 sec): 3 clusters
  Score: Raw -6519025.643085 + Penalty 3553.868570 = -6515471.774515
  nChanged 14
		SP:Iteration 173Q (12432.110000 sec): 3 clusters
  Score: Raw -6519029.365016 + Penalty 3553.868570 = -6515475.496446
  nChanged 12
		SP:Iteration 174Q (12432.220000 sec): 3 clusters
  Score: Raw -6519031.798208 + Penalty 3553.868570 = -6515477.929639
  nChanged 9
		SP:Iteration 175Q (12432.320000 sec): 3 clusters
  Score: Raw -6519033.530008 + Penalty 3553.868570 = -6515479.661439
  nChanged 10
		SP:Iteration 176Q (12432.430000 sec): 3 clusters
  Score: Raw -6519035.592546 + Penalty 3553.868570 = -6515481.723977
  nChanged 10
		SP:Iteration 177Q (12432.530000 sec): 3 clusters
  Score: Raw -6519037.635066 + Penalty 3553.868570 = -6515483.766496
  nChanged 12
		SP:Iteration 178Q (12432.630000 sec): 3 clusters
  Score: Raw -6519040.160993 + Penalty 3553.868570 = -6515486.292423
  nChanged 11
		SP:Iteration 179Q (12432.740000 sec): 3 clusters
  Score: Raw -6519042.275316 + Penalty 3553.868570 = -6515488.406746
  nChanged 11
		SP:Iteration 180F (12432.880000 sec): 3 clusters
  Score: Raw -6519044.790830 + Penalty 3553.868570 = -6515490.922261
  nChanged 12
		SP:Iteration 181Q (12432.990000 sec): 3 clusters
  Score: Raw -6519047.778484 + Penalty 3553.868570 = -6515493.909914
  nChanged 12
		SP:Iteration 182Q (12433.090000 sec): 3 clusters
  Score: Raw -6519050.479376 + Penalty 3553.868570 = -6515496.610806
  nChanged 11
		SP:Iteration 183Q (12433.190000 sec): 3 clusters
  Score: Raw -6519053.895451 + Penalty 3553.868570 = -6515500.026882
  nChanged 15
		SP:Iteration 184Q (12433.290000 sec): 3 clusters
  Score: Raw -6519057.323707 + Penalty 3553.868570 = -6515503.455137
  nChanged 11
		SP:Iteration 185Q (12433.400000 sec): 3 clusters
  Score: Raw -6519059.712396 + Penalty 3553.868570 = -6515505.843826
  nChanged 10
		SP:Iteration 186Q (12433.500000 sec): 3 clusters
  Score: Raw -6519061.195682 + Penalty 3553.868570 = -6515507.327112
  nChanged 6
		SP:Iteration 187Q (12433.610000 sec): 3 clusters
  Score: Raw -6519062.236393 + Penalty 3553.868570 = -6515508.367823
  nChanged 7
		SP:Iteration 188Q (12433.710000 sec): 3 clusters
  Score: Raw -6519063.806835 + Penalty 3553.868570 = -6515509.938265
  nChanged 9
		SP:Iteration 189Q (12433.810000 sec): 3 clusters
  Score: Raw -6519065.222179 + Penalty 3553.868570 = -6515511.353609
  nChanged 6
		SP:Iteration 190Q (12433.910000 sec): 3 clusters
  Score: Raw -6519066.437628 + Penalty 3553.868570 = -6515512.569059
  nChanged 7
		SP:Iteration 191Q (12434.010000 sec): 3 clusters
  Score: Raw -6519067.796537 + Penalty 3553.868570 = -6515513.927967
  nChanged 7
		SP:Iteration 192Q (12434.120000 sec): 3 clusters
  Score: Raw -6519068.705002 + Penalty 3553.868570 = -6515514.836432
  nChanged 2
		SP:Iteration 193Q (12434.220000 sec): 3 clusters
  Score: Raw -6519069.231580 + Penalty 3553.868570 = -6515515.363011
  nChanged 4
		SP:Iteration 194Q (12434.330000 sec): 3 clusters
  Score: Raw -6519069.970758 + Penalty 3553.868570 = -6515516.102188
  nChanged 4
		SP:Iteration 195Q (12434.430000 sec): 3 clusters
  Score: Raw -6519071.009236 + Penalty 3553.868570 = -6515517.140666
  nChanged 9
		SP:Iteration 196Q (12434.530000 sec): 3 clusters
  Score: Raw -6519072.864045 + Penalty 3553.868570 = -6515518.995475
  nChanged 11
		SP:Iteration 197Q (12434.630000 sec): 3 clusters
  Score: Raw -6519075.126159 + Penalty 3553.868570 = -6515521.257589
  nChanged 8
		SP:Iteration 198Q (12434.730000 sec): 3 clusters
  Score: Raw -6519076.952849 + Penalty 3553.868570 = -6515523.084279
  nChanged 10
		SP:Iteration 199Q (12434.840000 sec): 3 clusters
  Score: Raw -6519079.693431 + Penalty 3553.868570 = -6515525.824861
  nChanged 16
		SP:Iteration 200F (12434.980000 sec): 3 clusters
  Score: Raw -6519083.837354 + Penalty 3553.868570 = -6515529.968784
  nChanged 16
		SP:Iteration 201Q (12435.090000 sec): 3 clusters
  Score: Raw -6519088.626094 + Penalty 3553.868570 = -6515534.757524
  nChanged 13
		SP:Iteration 202Q (12435.190000 sec): 3 clusters
  Score: Raw -6519092.190278 + Penalty 3553.868570 = -6515538.321708
  nChanged 14
		SP:Iteration 203Q (12435.290000 sec): 3 clusters
  Score: Raw -6519095.261718 + Penalty 3553.868570 = -6515541.393148
  nChanged 7
		SP:Iteration 204Q (12435.390000 sec): 3 clusters
  Score: Raw -6519096.724097 + Penalty 3553.868570 = -6515542.855528
  nChanged 7
		SP:Iteration 205Q (12435.490000 sec): 3 clusters
  Score: Raw -6519097.958193 + Penalty 3553.868570 = -6515544.089623
  nChanged 11
		SP:Iteration 206Q (12435.590000 sec): 3 clusters
  Score: Raw -6519100.179125 + Penalty 3553.868570 = -6515546.310556
  nChanged 7
		SP:Iteration 207Q (12435.700000 sec): 3 clusters
  Score: Raw -6519101.431457 + Penalty 3553.868570 = -6515547.562888
  nChanged 7
		SP:Iteration 208Q (12435.800000 sec): 3 clusters
  Score: Raw -6519103.529943 + Penalty 3553.868570 = -6515549.661373
  nChanged 8
		SP:Iteration 209Q (12435.900000 sec): 3 clusters
  Score: Raw -6519105.110990 + Penalty 3553.868570 = -6515551.242420
  nChanged 7
		SP:Iteration 210Q (12436.010000 sec): 3 clusters
  Score: Raw -6519106.772539 + Penalty 3553.868570 = -6515552.903969
  nChanged 6
		SP:Iteration 211Q (12436.110000 sec): 3 clusters
  Score: Raw -6519108.235316 + Penalty 3553.868570 = -6515554.366747
  nChanged 6
		SP:Iteration 212Q (12436.210000 sec): 3 clusters
  Score: Raw -6519109.156281 + Penalty 3553.868570 = -6515555.287711
  nChanged 5
		SP:Iteration 213Q (12436.320000 sec): 3 clusters
  Score: Raw -6519110.981691 + Penalty 3553.868570 = -6515557.113121
  nChanged 16
		SP:Iteration 214Q (12436.420000 sec): 3 clusters
  Score: Raw -6519115.794453 + Penalty 3553.868570 = -6515561.925883
  nChanged 16
		SP:Iteration 215Q (12436.520000 sec): 3 clusters
  Score: Raw -6519119.154194 + Penalty 3553.868570 = -6515565.285624
  nChanged 12
		SP:Iteration 216Q (12436.620000 sec): 3 clusters
  Score: Raw -6519123.126033 + Penalty 3553.868570 = -6515569.257463
  nChanged 7
		SP:Iteration 217Q (12436.720000 sec): 3 clusters
  Score: Raw -6519124.643798 + Penalty 3553.868570 = -6515570.775228
  nChanged 4
		SP:Iteration 218Q (12436.830000 sec): 3 clusters
  Score: Raw -6519125.496662 + Penalty 3553.868570 = -6515571.628092
  nChanged 3
		SP:Iteration 219Q (12436.930000 sec): 3 clusters
  Score: Raw -6519126.144235 + Penalty 3553.868570 = -6515572.275665
  nChanged 2
		SP:Iteration 220F (12437.080000 sec): 3 clusters
  Score: Raw -6519126.634254 + Penalty 3553.868570 = -6515572.765684
  nChanged 3
		SP:Iteration 221Q (12437.180000 sec): 3 clusters
  Score: Raw -6519127.237265 + Penalty 3553.868570 = -6515573.368695
  nChanged 1
		SP:Iteration 222Q (12437.280000 sec): 3 clusters
  Score: Raw -6519127.371073 + Penalty 3553.868570 = -6515573.502504
  nChanged 0
		SP:Iteration 223F (12437.420000 sec): 3 clusters
  Score: Raw -6519127.371073 + Penalty 3553.868570 = -6515573.502504
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (106246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12437.710000 sec): 2 clusters
  Score: Raw -12168595.000528 + Penalty 1880.695771 = -12166714.304757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12438.000000 sec): 3 clusters
  Score: Raw -12099307.697987 + Penalty 3761.391543 = -12095546.306444
  nChanged 51042
		SP:Iteration 1F (12438.280000 sec): 3 clusters
  Score: Raw -12129016.019573 + Penalty 3761.391543 = -12125254.628031
  nChanged 3570
		SP:Iteration 2Q (12438.560000 sec): 3 clusters
  Score: Raw -12130021.115798 + Penalty 3761.391543 = -12126259.724256
  nChanged 3987
		SP:Iteration 3Q (12438.850000 sec): 3 clusters
  Score: Raw -12131341.075424 + Penalty 3761.391543 = -12127579.683881
  nChanged 4580
		SP:Iteration 4Q (12439.130000 sec): 3 clusters
  Score: Raw -12133123.426708 + Penalty 3761.391543 = -12129362.035165
  nChanged 5425
		SP:Iteration 5F (12439.410000 sec): 3 clusters
  Score: Raw -12135620.525045 + Penalty 3761.391543 = -12131859.133503
  nChanged 6331
		SP:Iteration 6F (12439.690000 sec): 3 clusters
  Score: Raw -12139037.021280 + Penalty 3761.391543 = -12135275.629737
  nChanged 6979
		SP:Iteration 7F (12439.970000 sec): 3 clusters
  Score: Raw -12143325.806269 + Penalty 3761.391543 = -12139564.414727
  nChanged 7017
		SP:Iteration 8F (12440.250000 sec): 3 clusters
  Score: Raw -12148081.302789 + Penalty 3761.391543 = -12144319.911247
  nChanged 6306
		SP:Iteration 9F (12440.520000 sec): 3 clusters
  Score: Raw -12152583.774501 + Penalty 3761.391543 = -12148822.382958
  nChanged 5307
		SP:Iteration 10Q (12440.800000 sec): 3 clusters
  Score: Raw -12156540.829425 + Penalty 3761.391543 = -12152779.437883
  nChanged 4314
		SP:Iteration 11Q (12441.080000 sec): 3 clusters
  Score: Raw -12159792.888721 + Penalty 3761.391543 = -12156031.497179
  nChanged 3350
		SP:Iteration 12Q (12441.340000 sec): 3 clusters
  Score: Raw -12162225.196960 + Penalty 3761.391543 = -12158463.805417
  nChanged 2602
		SP:Iteration 13Q (12441.590000 sec): 3 clusters
  Score: Raw -12164011.291149 + Penalty 3761.391543 = -12160249.899607
  nChanged 1940
		SP:Iteration 14Q (12441.820000 sec): 3 clusters
  Score: Raw -12165215.313250 + Penalty 3761.391543 = -12161453.921707
  nChanged 1543
		SP:Iteration 15Q (12442.050000 sec): 3 clusters
  Score: Raw -12166114.183550 + Penalty 3761.391543 = -12162352.792007
  nChanged 1244
		SP:Iteration 16Q (12442.270000 sec): 3 clusters
  Score: Raw -12166846.570436 + Penalty 3761.391543 = -12163085.178894
  nChanged 983
		SP:Iteration 17Q (12442.480000 sec): 3 clusters
  Score: Raw -12167394.965837 + Penalty 3761.391543 = -12163633.574294
  nChanged 729
		SP:Iteration 18Q (12442.690000 sec): 3 clusters
  Score: Raw -12167800.699669 + Penalty 3761.391543 = -12164039.308126
  nChanged 545
		SP:Iteration 19Q (12442.890000 sec): 3 clusters
  Score: Raw -12168098.945533 + Penalty 3761.391543 = -12164337.553990
  nChanged 447
		SP:Iteration 20F (12443.170000 sec): 3 clusters
  Score: Raw -12168339.585652 + Penalty 3761.391543 = -12164578.194109
  nChanged 292
		SP:Iteration 21Q (12443.360000 sec): 3 clusters
  Score: Raw -12168486.726151 + Penalty 3761.391543 = -12164725.334608
  nChanged 202
		SP:Iteration 22Q (12443.560000 sec): 3 clusters
  Score: Raw -12168584.495230 + Penalty 3761.391543 = -12164823.103687
  nChanged 144
		SP:Iteration 23Q (12443.760000 sec): 3 clusters
  Score: Raw -12168653.945636 + Penalty 3761.391543 = -12164892.554093
  nChanged 100
		SP:Iteration 24Q (12443.960000 sec): 3 clusters
  Score: Raw -12168704.299087 + Penalty 3761.391543 = -12164942.907544
  nChanged 86
		SP:Iteration 25Q (12444.160000 sec): 3 clusters
  Score: Raw -12168748.707888 + Penalty 3761.391543 = -12164987.316345
  nChanged 75
		SP:Iteration 26Q (12444.350000 sec): 3 clusters
  Score: Raw -12168780.149995 + Penalty 3761.391543 = -12165018.758453
  nChanged 38
		SP:Iteration 27Q (12444.540000 sec): 3 clusters
  Score: Raw -12168797.512108 + Penalty 3761.391543 = -12165036.120565
  nChanged 31
		SP:Iteration 28Q (12444.740000 sec): 3 clusters
  Score: Raw -12168810.272004 + Penalty 3761.391543 = -12165048.880461
  nChanged 25
		SP:Iteration 29Q (12444.940000 sec): 3 clusters
  Score: Raw -12168820.404176 + Penalty 3761.391543 = -12165059.012633
  nChanged 22
		SP:Iteration 30Q (12445.130000 sec): 3 clusters
  Score: Raw -12168831.356161 + Penalty 3761.391543 = -12165069.964618
  nChanged 23
		SP:Iteration 31Q (12445.320000 sec): 3 clusters
  Score: Raw -12168840.889655 + Penalty 3761.391543 = -12165079.498112
  nChanged 18
		SP:Iteration 32Q (12445.510000 sec): 3 clusters
  Score: Raw -12168848.509459 + Penalty 3761.391543 = -12165087.117916
  nChanged 17
		SP:Iteration 33Q (12445.700000 sec): 3 clusters
  Score: Raw -12168855.539537 + Penalty 3761.391543 = -12165094.147994
  nChanged 17
		SP:Iteration 34Q (12445.900000 sec): 3 clusters
  Score: Raw -12168862.141464 + Penalty 3761.391543 = -12165100.749922
  nChanged 10
		SP:Iteration 35Q (12446.090000 sec): 3 clusters
  Score: Raw -12168866.004384 + Penalty 3761.391543 = -12165104.612841
  nChanged 10
		SP:Iteration 36Q (12446.280000 sec): 3 clusters
  Score: Raw -12168871.478628 + Penalty 3761.391543 = -12165110.087085
  nChanged 12
		SP:Iteration 37Q (12446.470000 sec): 3 clusters
  Score: Raw -12168878.111877 + Penalty 3761.391543 = -12165116.720334
  nChanged 10
		SP:Iteration 38Q (12446.660000 sec): 3 clusters
  Score: Raw -12168883.599645 + Penalty 3761.391543 = -12165122.208102
  nChanged 11
		SP:Iteration 39Q (12446.850000 sec): 3 clusters
  Score: Raw -12168887.537804 + Penalty 3761.391543 = -12165126.146262
  nChanged 5
		SP:Iteration 40F (12447.130000 sec): 3 clusters
  Score: Raw -12168889.144011 + Penalty 3761.391543 = -12165127.752468
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12447.190000 sec): 2 clusters
  Score: Raw -495310.772121 + Penalty 1369.075159 = -493941.696962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12447.200000 sec): 3 clusters
  Score: Raw -492976.561927 + Penalty 2738.150318 = -490238.411609
  nChanged 1859
		SP:Iteration 1F (12447.220000 sec): 3 clusters
  Score: Raw -494051.416971 + Penalty 2738.150318 = -491313.266653
  nChanged 368
		SP:Iteration 2F (12447.230000 sec): 3 clusters
  Score: Raw -494278.772017 + Penalty 2738.150318 = -491540.621698
  nChanged 257
		SP:Iteration 3F (12447.240000 sec): 3 clusters
  Score: Raw -494450.349432 + Penalty 2738.150318 = -491712.199113
  nChanged 226
		SP:Iteration 4Q (12447.250000 sec): 3 clusters
  Score: Raw -494630.584171 + Penalty 2738.150318 = -491892.433853
  nChanged 251
		SP:Iteration 5F (12447.260000 sec): 3 clusters
  Score: Raw -494863.506885 + Penalty 2738.150318 = -492125.356567
  nChanged 271
		SP:Iteration 6F (12447.270000 sec): 3 clusters
  Score: Raw -495128.247454 + Penalty 2738.150318 = -492390.097136
  nChanged 253
		SP:Iteration 7F (12447.280000 sec): 3 clusters
  Score: Raw -495373.559697 + Penalty 2738.150318 = -492635.409379
  nChanged 204
		SP:Iteration 8Q (12447.300000 sec): 3 clusters
  Score: Raw -495579.694108 + Penalty 2738.150318 = -492841.543789
  nChanged 209
		SP:Iteration 9Q (12447.310000 sec): 3 clusters
  Score: Raw -495792.406138 + Penalty 2738.150318 = -493054.255820
  nChanged 165
		SP:Iteration 10Q (12447.320000 sec): 3 clusters
  Score: Raw -495960.191171 + Penalty 2738.150318 = -493222.040852
  nChanged 114
		SP:Iteration 11Q (12447.330000 sec): 3 clusters
  Score: Raw -496083.942012 + Penalty 2738.150318 = -493345.791694
  nChanged 96
		SP:Iteration 12Q (12447.340000 sec): 3 clusters
  Score: Raw -496183.830169 + Penalty 2738.150318 = -493445.679851
  nChanged 79
		SP:Iteration 13Q (12447.350000 sec): 3 clusters
  Score: Raw -496258.746096 + Penalty 2738.150318 = -493520.595778
  nChanged 75
		SP:Iteration 14Q (12447.360000 sec): 3 clusters
  Score: Raw -496352.377013 + Penalty 2738.150318 = -493614.226695
  nChanged 71
		SP:Iteration 15Q (12447.370000 sec): 3 clusters
  Score: Raw -496437.450428 + Penalty 2738.150318 = -493699.300110
  nChanged 53
		SP:Iteration 16Q (12447.380000 sec): 3 clusters
  Score: Raw -496491.604364 + Penalty 2738.150318 = -493753.454045
  nChanged 44
		SP:Iteration 17Q (12447.390000 sec): 3 clusters
  Score: Raw -496521.944692 + Penalty 2738.150318 = -493783.794373
  nChanged 34
		SP:Iteration 18Q (12447.400000 sec): 3 clusters
  Score: Raw -496539.997652 + Penalty 2738.150318 = -493801.847334
  nChanged 19
		SP:Iteration 19Q (12447.400000 sec): 3 clusters
  Score: Raw -496548.749220 + Penalty 2738.150318 = -493810.598901
  nChanged 17
		SP:Iteration 20F (12447.420000 sec): 3 clusters
  Score: Raw -496555.810376 + Penalty 2738.150318 = -493817.660057
  nChanged 10
		SP:Iteration 21Q (12447.420000 sec): 3 clusters
  Score: Raw -496561.180891 + Penalty 2738.150318 = -493823.030572
  nChanged 11
		SP:Iteration 22Q (12447.440000 sec): 3 clusters
  Score: Raw -496565.893249 + Penalty 2738.150318 = -493827.742931
  nChanged 5
		SP:Iteration 23Q (12447.440000 sec): 3 clusters
  Score: Raw -496568.365945 + Penalty 2738.150318 = -493830.215627
  nChanged 3
		SP:Iteration 24Q (12447.450000 sec): 3 clusters
  Score: Raw -496569.482764 + Penalty 2738.150318 = -493831.332446
  nChanged 2
		SP:Iteration 25Q (12447.460000 sec): 3 clusters
  Score: Raw -496570.164662 + Penalty 2738.150318 = -493832.014344
  nChanged 3
		SP:Iteration 26Q (12447.470000 sec): 3 clusters
  Score: Raw -496571.442512 + Penalty 2738.150318 = -493833.292193
  nChanged 3
		SP:Iteration 27Q (12447.480000 sec): 3 clusters
  Score: Raw -496572.298295 + Penalty 2738.150318 = -493834.147977
  nChanged 4
		SP:Iteration 28Q (12447.480000 sec): 3 clusters
  Score: Raw -496573.098350 + Penalty 2738.150318 = -493834.948032
  nChanged 1
		SP:Iteration 29Q (12447.500000 sec): 3 clusters
  Score: Raw -496574.198208 + Penalty 2738.150318 = -493836.047890
  nChanged 3
		SP:Iteration 30Q (12447.500000 sec): 3 clusters
  Score: Raw -496574.772131 + Penalty 2738.150318 = -493836.621813
  nChanged 1
		SP:Iteration 31Q (12447.510000 sec): 3 clusters
  Score: Raw -496575.133275 + Penalty 2738.150318 = -493836.982957
  nChanged 0
		SP:Iteration 32F (12447.520000 sec): 3 clusters
  Score: Raw -496575.133275 + Penalty 2738.150318 = -493836.982957
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12447.560000 sec): 2 clusters
  Score: Raw -1498426.543383 + Penalty 1535.674028 = -1496890.869355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12447.600000 sec): 3 clusters
  Score: Raw -1490935.644335 + Penalty 3071.348055 = -1487864.296280
  nChanged 5667
		SP:Iteration 1F (12447.630000 sec): 3 clusters
  Score: Raw -1493976.642651 + Penalty 3071.348055 = -1490905.294596
  nChanged 672
		SP:Iteration 2F (12447.660000 sec): 3 clusters
  Score: Raw -1494242.067720 + Penalty 3071.348055 = -1491170.719665
  nChanged 618
		SP:Iteration 3Q (12447.690000 sec): 3 clusters
  Score: Raw -1494473.955327 + Penalty 3071.348055 = -1491402.607272
  nChanged 542
		SP:Iteration 4Q (12447.720000 sec): 3 clusters
  Score: Raw -1494706.368052 + Penalty 3071.348055 = -1491635.019997
  nChanged 521
		SP:Iteration 5Q (12447.760000 sec): 3 clusters
  Score: Raw -1494934.735014 + Penalty 3071.348055 = -1491863.386959
  nChanged 526
		SP:Iteration 6Q (12447.790000 sec): 3 clusters
  Score: Raw -1495187.088118 + Penalty 3071.348055 = -1492115.740063
  nChanged 576
		SP:Iteration 7Q (12447.820000 sec): 3 clusters
  Score: Raw -1495494.094370 + Penalty 3071.348055 = -1492422.746315
  nChanged 649
		SP:Iteration 8F (12447.850000 sec): 3 clusters
  Score: Raw -1495862.472958 + Penalty 3071.348055 = -1492791.124902
  nChanged 665
		SP:Iteration 9F (12447.880000 sec): 3 clusters
  Score: Raw -1496261.944574 + Penalty 3071.348055 = -1493190.596519
  nChanged 634
		SP:Iteration 10Q (12447.920000 sec): 3 clusters
  Score: Raw -1496693.684064 + Penalty 3071.348055 = -1493622.336009
  nChanged 582
		SP:Iteration 11Q (12447.950000 sec): 3 clusters
  Score: Raw -1497099.497137 + Penalty 3071.348055 = -1494028.149082
  nChanged 462
		SP:Iteration 12Q (12447.980000 sec): 3 clusters
  Score: Raw -1497441.148790 + Penalty 3071.348055 = -1494369.800734
  nChanged 411
		SP:Iteration 13Q (12448.010000 sec): 3 clusters
  Score: Raw -1497741.754440 + Penalty 3071.348055 = -1494670.406385
  nChanged 330
		SP:Iteration 14Q (12448.040000 sec): 3 clusters
  Score: Raw -1497965.119541 + Penalty 3071.348055 = -1494893.771485
  nChanged 263
		SP:Iteration 15Q (12448.070000 sec): 3 clusters
  Score: Raw -1498127.734988 + Penalty 3071.348055 = -1495056.386933
  nChanged 208
		SP:Iteration 16Q (12448.100000 sec): 3 clusters
  Score: Raw -1498239.057137 + Penalty 3071.348055 = -1495167.709082
  nChanged 156
		SP:Iteration 17Q (12448.130000 sec): 3 clusters
  Score: Raw -1498313.387189 + Penalty 3071.348055 = -1495242.039134
  nChanged 141
		SP:Iteration 18Q (12448.160000 sec): 3 clusters
  Score: Raw -1498383.676809 + Penalty 3071.348055 = -1495312.328753
  nChanged 125
		SP:Iteration 19Q (12448.180000 sec): 3 clusters
  Score: Raw -1498447.293987 + Penalty 3071.348055 = -1495375.945932
  nChanged 123
		SP:Iteration 20F (12448.220000 sec): 3 clusters
  Score: Raw -1498512.294137 + Penalty 3071.348055 = -1495440.946082
  nChanged 122
		SP:Iteration 21Q (12448.240000 sec): 3 clusters
  Score: Raw -1498570.691180 + Penalty 3071.348055 = -1495499.343125
  nChanged 98
		SP:Iteration 22Q (12448.270000 sec): 3 clusters
  Score: Raw -1498620.068236 + Penalty 3071.348055 = -1495548.720181
  nChanged 89
		SP:Iteration 23Q (12448.290000 sec): 3 clusters
  Score: Raw -1498658.514547 + Penalty 3071.348055 = -1495587.166492
  nChanged 62
		SP:Iteration 24Q (12448.320000 sec): 3 clusters
  Score: Raw -1498684.500401 + Penalty 3071.348055 = -1495613.152346
  nChanged 60
		SP:Iteration 25Q (12448.340000 sec): 3 clusters
  Score: Raw -1498710.262229 + Penalty 3071.348055 = -1495638.914174
  nChanged 48
		SP:Iteration 26Q (12448.370000 sec): 3 clusters
  Score: Raw -1498728.339635 + Penalty 3071.348055 = -1495656.991580
  nChanged 38
		SP:Iteration 27Q (12448.390000 sec): 3 clusters
  Score: Raw -1498741.980933 + Penalty 3071.348055 = -1495670.632878
  nChanged 32
		SP:Iteration 28Q (12448.420000 sec): 3 clusters
  Score: Raw -1498752.812606 + Penalty 3071.348055 = -1495681.464551
  nChanged 23
		SP:Iteration 29Q (12448.440000 sec): 3 clusters
  Score: Raw -1498758.583014 + Penalty 3071.348055 = -1495687.234959
  nChanged 18
		SP:Iteration 30Q (12448.460000 sec): 3 clusters
  Score: Raw -1498764.670064 + Penalty 3071.348055 = -1495693.322009
  nChanged 11
		SP:Iteration 31Q (12448.490000 sec): 3 clusters
  Score: Raw -1498768.333192 + Penalty 3071.348055 = -1495696.985137
  nChanged 10
		SP:Iteration 32Q (12448.520000 sec): 3 clusters
  Score: Raw -1498771.236456 + Penalty 3071.348055 = -1495699.888401
  nChanged 9
		SP:Iteration 33Q (12448.540000 sec): 3 clusters
  Score: Raw -1498773.882183 + Penalty 3071.348055 = -1495702.534128
  nChanged 5
		SP:Iteration 34Q (12448.560000 sec): 3 clusters
  Score: Raw -1498775.030670 + Penalty 3071.348055 = -1495703.682615
  nChanged 4
		SP:Iteration 35Q (12448.590000 sec): 3 clusters
  Score: Raw -1498776.002473 + Penalty 3071.348055 = -1495704.654417
  nChanged 5
		SP:Iteration 36Q (12448.620000 sec): 3 clusters
  Score: Raw -1498777.264072 + Penalty 3071.348055 = -1495705.916017
  nChanged 5
		SP:Iteration 37Q (12448.640000 sec): 3 clusters
  Score: Raw -1498777.994840 + Penalty 3071.348055 = -1495706.646785
  nChanged 1
		SP:Iteration 38Q (12448.660000 sec): 3 clusters
  Score: Raw -1498778.077626 + Penalty 3071.348055 = -1495706.729570
  nChanged 0
		SP:Iteration 39F (12448.700000 sec): 3 clusters
  Score: Raw -1498778.077626 + Penalty 3071.348055 = -1495706.729570
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (95297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12448.980000 sec): 2 clusters
  Score: Raw -11133138.322316 + Penalty 1863.022462 = -11131275.299854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12449.230000 sec): 3 clusters
  Score: Raw -11071224.346579 + Penalty 3726.044923 = -11067498.301655
  nChanged 45476
		SP:Iteration 1F (12449.490000 sec): 3 clusters
  Score: Raw -11097431.973106 + Penalty 3726.044923 = -11093705.928183
  nChanged 3033
		SP:Iteration 2Q (12449.760000 sec): 3 clusters
  Score: Raw -11098222.941030 + Penalty 3726.044923 = -11094496.896107
  nChanged 3399
		SP:Iteration 3Q (12450.020000 sec): 3 clusters
  Score: Raw -11099322.016419 + Penalty 3726.044923 = -11095595.971496
  nChanged 3876
		SP:Iteration 4Q (12450.280000 sec): 3 clusters
  Score: Raw -11100959.523020 + Penalty 3726.044923 = -11097233.478097
  nChanged 4608
		SP:Iteration 5Q (12450.530000 sec): 3 clusters
  Score: Raw -11103318.569219 + Penalty 3726.044923 = -11099592.524295
  nChanged 5346
		SP:Iteration 6F (12450.780000 sec): 3 clusters
  Score: Raw -11106503.877652 + Penalty 3726.044923 = -11102777.832729
  nChanged 5780
		SP:Iteration 7F (12451.030000 sec): 3 clusters
  Score: Raw -11110092.298755 + Penalty 3726.044923 = -11106366.253832
  nChanged 5618
		SP:Iteration 8F (12451.280000 sec): 3 clusters
  Score: Raw -11113480.367638 + Penalty 3726.044923 = -11109754.322715
  nChanged 5089
		SP:Iteration 9F (12451.530000 sec): 3 clusters
  Score: Raw -11116276.145751 + Penalty 3726.044923 = -11112550.100828
  nChanged 4263
		SP:Iteration 10Q (12451.780000 sec): 3 clusters
  Score: Raw -11118299.672417 + Penalty 3726.044923 = -11114573.627494
  nChanged 3398
		SP:Iteration 11Q (12452.030000 sec): 3 clusters
  Score: Raw -11119591.714801 + Penalty 3726.044923 = -11115865.669878
  nChanged 2600
		SP:Iteration 12Q (12452.280000 sec): 3 clusters
  Score: Raw -11120413.577042 + Penalty 3726.044923 = -11116687.532119
  nChanged 2031
		SP:Iteration 13Q (12452.530000 sec): 3 clusters
  Score: Raw -11120934.765279 + Penalty 3726.044923 = -11117208.720356
  nChanged 1612
		SP:Iteration 14Q (12452.770000 sec): 3 clusters
  Score: Raw -11121325.462438 + Penalty 3726.044923 = -11117599.417515
  nChanged 1438
		SP:Iteration 15Q (12453.020000 sec): 3 clusters
  Score: Raw -11121702.206826 + Penalty 3726.044923 = -11117976.161903
  nChanged 1397
		SP:Iteration 16Q (12453.260000 sec): 3 clusters
  Score: Raw -11122072.504097 + Penalty 3726.044923 = -11118346.459174
  nChanged 1397
		SP:Iteration 17Q (12453.500000 sec): 3 clusters
  Score: Raw -11122452.451222 + Penalty 3726.044923 = -11118726.406299
  nChanged 1434
		SP:Iteration 18Q (12453.730000 sec): 3 clusters
  Score: Raw -11122854.263657 + Penalty 3726.044923 = -11119128.218734
  nChanged 1495
		SP:Iteration 19Q (12453.960000 sec): 3 clusters
  Score: Raw -11123292.293562 + Penalty 3726.044923 = -11119566.248639
  nChanged 1541
		SP:Iteration 20F (12454.220000 sec): 3 clusters
  Score: Raw -11123777.354112 + Penalty 3726.044923 = -11120051.309189
  nChanged 1660
		SP:Iteration 21Q (12454.450000 sec): 3 clusters
  Score: Raw -11124355.859561 + Penalty 3726.044923 = -11120629.814638
  nChanged 1726
		SP:Iteration 22Q (12454.680000 sec): 3 clusters
  Score: Raw -11125009.718912 + Penalty 3726.044923 = -11121283.673989
  nChanged 1746
		SP:Iteration 23Q (12454.910000 sec): 3 clusters
  Score: Raw -11125714.308485 + Penalty 3726.044923 = -11121988.263562
  nChanged 1812
		SP:Iteration 24Q (12455.140000 sec): 3 clusters
  Score: Raw -11126499.385932 + Penalty 3726.044923 = -11122773.341009
  nChanged 1849
		SP:Iteration 25Q (12455.360000 sec): 3 clusters
  Score: Raw -11127370.385424 + Penalty 3726.044923 = -11123644.340501
  nChanged 1808
		SP:Iteration 26Q (12455.580000 sec): 3 clusters
  Score: Raw -11128239.624860 + Penalty 3726.044923 = -11124513.579937
  nChanged 1669
		SP:Iteration 27Q (12455.800000 sec): 3 clusters
  Score: Raw -11129092.514991 + Penalty 3726.044923 = -11125366.470068
  nChanged 1606
		SP:Iteration 28Q (12456.010000 sec): 3 clusters
  Score: Raw -11129947.281788 + Penalty 3726.044923 = -11126221.236865
  nChanged 1461
		SP:Iteration 29Q (12456.220000 sec): 3 clusters
  Score: Raw -11130776.043699 + Penalty 3726.044923 = -11127049.998775
  nChanged 1334
		SP:Iteration 30Q (12456.430000 sec): 3 clusters
  Score: Raw -11131567.205153 + Penalty 3726.044923 = -11127841.160230
  nChanged 1200
		SP:Iteration 31Q (12456.630000 sec): 3 clusters
  Score: Raw -11132262.317341 + Penalty 3726.044923 = -11128536.272418
  nChanged 994
		SP:Iteration 32Q (12456.830000 sec): 3 clusters
  Score: Raw -11132817.206127 + Penalty 3726.044923 = -11129091.161204
  nChanged 839
		SP:Iteration 33Q (12457.020000 sec): 3 clusters
  Score: Raw -11133254.866467 + Penalty 3726.044923 = -11129528.821544
  nChanged 675
		SP:Iteration 34Q (12457.220000 sec): 3 clusters
  Score: Raw -11133594.848986 + Penalty 3726.044923 = -11129868.804063
  nChanged 552
		SP:Iteration 35Q (12457.410000 sec): 3 clusters
  Score: Raw -11133845.931478 + Penalty 3726.044923 = -11130119.886555
  nChanged 402
		SP:Iteration 36Q (12457.600000 sec): 3 clusters
  Score: Raw -11134007.882921 + Penalty 3726.044923 = -11130281.837997
  nChanged 335
		SP:Iteration 37Q (12457.780000 sec): 3 clusters
  Score: Raw -11134136.558797 + Penalty 3726.044923 = -11130410.513873
  nChanged 261
		SP:Iteration 38Q (12457.970000 sec): 3 clusters
  Score: Raw -11134229.232047 + Penalty 3726.044923 = -11130503.187124
  nChanged 235
		SP:Iteration 39Q (12458.160000 sec): 3 clusters
  Score: Raw -11134306.734244 + Penalty 3726.044923 = -11130580.689321
  nChanged 198
		SP:Iteration 40F (12458.400000 sec): 3 clusters
  Score: Raw -11134369.079824 + Penalty 3726.044923 = -11130643.034901
  nChanged 161
		SP:Iteration 41Q (12458.580000 sec): 3 clusters
  Score: Raw -11134410.988727 + Penalty 3726.044923 = -11130684.943804
  nChanged 132
		SP:Iteration 42Q (12458.770000 sec): 3 clusters
  Score: Raw -11134448.438272 + Penalty 3726.044923 = -11130722.393349
  nChanged 117
		SP:Iteration 43Q (12458.950000 sec): 3 clusters
  Score: Raw -11134478.181380 + Penalty 3726.044923 = -11130752.136457
  nChanged 100
		SP:Iteration 44Q (12459.130000 sec): 3 clusters
  Score: Raw -11134503.090083 + Penalty 3726.044923 = -11130777.045160
  nChanged 86
		SP:Iteration 45Q (12459.310000 sec): 3 clusters
  Score: Raw -11134526.884943 + Penalty 3726.044923 = -11130800.840020
  nChanged 75
		SP:Iteration 46Q (12459.490000 sec): 3 clusters
  Score: Raw -11134545.051140 + Penalty 3726.044923 = -11130819.006217
  nChanged 49
		SP:Iteration 47Q (12459.670000 sec): 3 clusters
  Score: Raw -11134554.210353 + Penalty 3726.044923 = -11130828.165430
  nChanged 47
		SP:Iteration 48Q (12459.850000 sec): 3 clusters
  Score: Raw -11134563.645521 + Penalty 3726.044923 = -11130837.600598
  nChanged 44
		SP:Iteration 49Q (12460.030000 sec): 3 clusters
  Score: Raw -11134573.272055 + Penalty 3726.044923 = -11130847.227132
  nChanged 45
		SP:Iteration 50Q (12460.210000 sec): 3 clusters
  Score: Raw -11134583.620782 + Penalty 3726.044923 = -11130857.575859
  nChanged 47
		SP:Iteration 51Q (12460.390000 sec): 3 clusters
  Score: Raw -11134595.199360 + Penalty 3726.044923 = -11130869.154437
  nChanged 46
		SP:Iteration 52Q (12460.570000 sec): 3 clusters
  Score: Raw -11134607.596207 + Penalty 3726.044923 = -11130881.551284
  nChanged 42
		SP:Iteration 53Q (12460.750000 sec): 3 clusters
  Score: Raw -11134619.376799 + Penalty 3726.044923 = -11130893.331876
  nChanged 50
		SP:Iteration 54Q (12460.920000 sec): 3 clusters
  Score: Raw -11134631.184638 + Penalty 3726.044923 = -11130905.139715
  nChanged 49
		SP:Iteration 55Q (12461.100000 sec): 3 clusters
  Score: Raw -11134642.737519 + Penalty 3726.044923 = -11130916.692596
  nChanged 60
		SP:Iteration 56Q (12461.280000 sec): 3 clusters
  Score: Raw -11134660.665232 + Penalty 3726.044923 = -11130934.620309
  nChanged 53
		SP:Iteration 57Q (12461.460000 sec): 3 clusters
  Score: Raw -11134680.062666 + Penalty 3726.044923 = -11130954.017743
  nChanged 56
		SP:Iteration 58Q (12461.640000 sec): 3 clusters
  Score: Raw -11134694.885360 + Penalty 3726.044923 = -11130968.840437
  nChanged 33
		SP:Iteration 59Q (12461.820000 sec): 3 clusters
  Score: Raw -11134702.790118 + Penalty 3726.044923 = -11130976.745195
  nChanged 30
		SP:Iteration 60F (12462.080000 sec): 3 clusters
  Score: Raw -11134709.380783 + Penalty 3726.044923 = -11130983.335860
  nChanged 32
		SP:Iteration 61Q (12462.260000 sec): 3 clusters
  Score: Raw -11134715.101481 + Penalty 3726.044923 = -11130989.056558
  nChanged 18
		SP:Iteration 62Q (12462.430000 sec): 3 clusters
  Score: Raw -11134718.215910 + Penalty 3726.044923 = -11130992.170987
  nChanged 12
		SP:Iteration 63Q (12462.610000 sec): 3 clusters
  Score: Raw -11134720.335573 + Penalty 3726.044923 = -11130994.290650
  nChanged 16
		SP:Iteration 64Q (12462.790000 sec): 3 clusters
  Score: Raw -11134723.237646 + Penalty 3726.044923 = -11130997.192723
  nChanged 13
		SP:Iteration 65Q (12462.970000 sec): 3 clusters
  Score: Raw -11134725.385679 + Penalty 3726.044923 = -11130999.340756
  nChanged 12
		SP:Iteration 66Q (12463.140000 sec): 3 clusters
  Score: Raw -11134727.386489 + Penalty 3726.044923 = -11131001.341566
  nChanged 15
		SP:Iteration 67Q (12463.330000 sec): 3 clusters
  Score: Raw -11134729.958220 + Penalty 3726.044923 = -11131003.913297
  nChanged 11
		SP:Iteration 68Q (12463.500000 sec): 3 clusters
  Score: Raw -11134731.855977 + Penalty 3726.044923 = -11131005.811054
  nChanged 15
		SP:Iteration 69Q (12463.680000 sec): 3 clusters
  Score: Raw -11134735.088019 + Penalty 3726.044923 = -11131009.043096
  nChanged 14
		SP:Iteration 70Q (12463.860000 sec): 3 clusters
  Score: Raw -11134738.064262 + Penalty 3726.044923 = -11131012.019338
  nChanged 21
		SP:Iteration 71Q (12464.040000 sec): 3 clusters
  Score: Raw -11134742.517871 + Penalty 3726.044923 = -11131016.472948
  nChanged 20
		SP:Iteration 72Q (12464.220000 sec): 3 clusters
  Score: Raw -11134747.346929 + Penalty 3726.044923 = -11131021.302006
  nChanged 29
		SP:Iteration 73Q (12464.400000 sec): 3 clusters
  Score: Raw -11134752.617084 + Penalty 3726.044923 = -11131026.572161
  nChanged 25
		SP:Iteration 74Q (12464.570000 sec): 3 clusters
  Score: Raw -11134758.466817 + Penalty 3726.044923 = -11131032.421894
  nChanged 25
		SP:Iteration 75Q (12464.750000 sec): 3 clusters
  Score: Raw -11134763.468745 + Penalty 3726.044923 = -11131037.423822
  nChanged 26
		SP:Iteration 76Q (12464.930000 sec): 3 clusters
  Score: Raw -11134768.792087 + Penalty 3726.044923 = -11131042.747164
  nChanged 22
		SP:Iteration 77Q (12465.110000 sec): 3 clusters
  Score: Raw -11134772.916629 + Penalty 3726.044923 = -11131046.871706
  nChanged 22
		SP:Iteration 78Q (12465.290000 sec): 3 clusters
  Score: Raw -11134777.196320 + Penalty 3726.044923 = -11131051.151397
  nChanged 12
		SP:Iteration 79Q (12465.470000 sec): 3 clusters
  Score: Raw -11134779.253096 + Penalty 3726.044923 = -11131053.208173
  nChanged 15
		SP:Iteration 80F (12465.710000 sec): 3 clusters
  Score: Raw -11134782.253027 + Penalty 3726.044923 = -11131056.208104
  nChanged 22
		SP:Iteration 81Q (12465.890000 sec): 3 clusters
  Score: Raw -11134785.608807 + Penalty 3726.044923 = -11131059.563884
  nChanged 12
		SP:Iteration 82Q (12466.070000 sec): 3 clusters
  Score: Raw -11134788.130341 + Penalty 3726.044923 = -11131062.085418
  nChanged 14
		SP:Iteration 83Q (12466.250000 sec): 3 clusters
  Score: Raw -11134790.231037 + Penalty 3726.044923 = -11131064.186114
  nChanged 9
		SP:Iteration 84Q (12466.430000 sec): 3 clusters
  Score: Raw -11134791.937712 + Penalty 3726.044923 = -11131065.892789
  nChanged 15
		SP:Iteration 85Q (12466.600000 sec): 3 clusters
  Score: Raw -11134795.762922 + Penalty 3726.044923 = -11131069.717999
  nChanged 21
		SP:Iteration 86Q (12466.780000 sec): 3 clusters
  Score: Raw -11134799.469464 + Penalty 3726.044923 = -11131073.424541
  nChanged 17
		SP:Iteration 87Q (12466.960000 sec): 3 clusters
  Score: Raw -11134802.682043 + Penalty 3726.044923 = -11131076.637120
  nChanged 15
		SP:Iteration 88Q (12467.140000 sec): 3 clusters
  Score: Raw -11134805.558223 + Penalty 3726.044923 = -11131079.513300
  nChanged 14
		SP:Iteration 89Q (12467.320000 sec): 3 clusters
  Score: Raw -11134808.407171 + Penalty 3726.044923 = -11131082.362248
  nChanged 15
		SP:Iteration 90Q (12467.500000 sec): 3 clusters
  Score: Raw -11134810.970496 + Penalty 3726.044923 = -11131084.925573
  nChanged 15
		SP:Iteration 91Q (12467.680000 sec): 3 clusters
  Score: Raw -11134813.076490 + Penalty 3726.044923 = -11131087.031566
  nChanged 13
		SP:Iteration 92Q (12467.860000 sec): 3 clusters
  Score: Raw -11134814.803225 + Penalty 3726.044923 = -11131088.758302
  nChanged 7
		SP:Iteration 93Q (12468.040000 sec): 3 clusters
  Score: Raw -11134815.471744 + Penalty 3726.044923 = -11131089.426821
  nChanged 5
		SP:Iteration 94Q (12468.210000 sec): 3 clusters
  Score: Raw -11134816.196264 + Penalty 3726.044923 = -11131090.151340
  nChanged 7
		SP:Iteration 95Q (12468.390000 sec): 3 clusters
  Score: Raw -11134817.329969 + Penalty 3726.044923 = -11131091.285045
  nChanged 11
		SP:Iteration 96Q (12468.570000 sec): 3 clusters
  Score: Raw -11134819.336290 + Penalty 3726.044923 = -11131093.291367
  nChanged 10
		SP:Iteration 97Q (12468.740000 sec): 3 clusters
  Score: Raw -11134820.967623 + Penalty 3726.044923 = -11131094.922700
  nChanged 11
		SP:Iteration 98Q (12468.920000 sec): 3 clusters
  Score: Raw -11134822.713519 + Penalty 3726.044923 = -11131096.668596
  nChanged 9
		SP:Iteration 99Q (12469.100000 sec): 3 clusters
  Score: Raw -11134824.218421 + Penalty 3726.044923 = -11131098.173498
  nChanged 11
		SP:Iteration 100F (12469.350000 sec): 3 clusters
  Score: Raw -11134825.763614 + Penalty 3726.044923 = -11131099.718691
  nChanged 11
		SP:Iteration 101Q (12469.530000 sec): 3 clusters
  Score: Raw -11134827.595711 + Penalty 3726.044923 = -11131101.550788
  nChanged 11
		SP:Iteration 102Q (12469.710000 sec): 3 clusters
  Score: Raw -11134829.636707 + Penalty 3726.044923 = -11131103.591784
  nChanged 12
		SP:Iteration 103Q (12469.880000 sec): 3 clusters
  Score: Raw -11134832.050875 + Penalty 3726.044923 = -11131106.005952
  nChanged 8
		SP:Iteration 104Q (12470.060000 sec): 3 clusters
  Score: Raw -11134833.380363 + Penalty 3726.044923 = -11131107.335440
  nChanged 8
		SP:Iteration 105Q (12470.240000 sec): 3 clusters
  Score: Raw -11134834.180092 + Penalty 3726.044923 = -11131108.135169
  nChanged 4
		SP:Iteration 106Q (12470.420000 sec): 3 clusters
  Score: Raw -11134834.578347 + Penalty 3726.044923 = -11131108.533424
  nChanged 4
		SP:Iteration 107Q (12470.590000 sec): 3 clusters
  Score: Raw -11134834.957757 + Penalty 3726.044923 = -11131108.912834
  nChanged 1
		SP:Iteration 108Q (12470.770000 sec): 3 clusters
  Score: Raw -11134835.129124 + Penalty 3726.044923 = -11131109.084201
  nChanged 0
		SP:Iteration 109F (12471.020000 sec): 3 clusters
  Score: Raw -11134835.129124 + Penalty 3726.044923 = -11131109.084201
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12471.100000 sec): 2 clusters
  Score: Raw -2050074.676877 + Penalty 1588.829774 = -2048485.847103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12471.150000 sec): 3 clusters
  Score: Raw -2039582.121372 + Penalty 3177.659548 = -2036404.461823
  nChanged 7890
		SP:Iteration 1F (12471.190000 sec): 3 clusters
  Score: Raw -2043830.438811 + Penalty 3177.659548 = -2040652.779263
  nChanged 917
		SP:Iteration 2F (12471.240000 sec): 3 clusters
  Score: Raw -2044242.429645 + Penalty 3177.659548 = -2041064.770097
  nChanged 1040
		SP:Iteration 3F (12471.280000 sec): 3 clusters
  Score: Raw -2044786.447634 + Penalty 3177.659548 = -2041608.788085
  nChanged 1119
		SP:Iteration 4F (12471.330000 sec): 3 clusters
  Score: Raw -2045452.858790 + Penalty 3177.659548 = -2042275.199241
  nChanged 1221
		SP:Iteration 5F (12471.370000 sec): 3 clusters
  Score: Raw -2046180.647083 + Penalty 3177.659548 = -2043002.987535
  nChanged 1160
		SP:Iteration 6F (12471.420000 sec): 3 clusters
  Score: Raw -2046873.127852 + Penalty 3177.659548 = -2043695.468304
  nChanged 1056
		SP:Iteration 7F (12471.460000 sec): 3 clusters
  Score: Raw -2047486.120641 + Penalty 3177.659548 = -2044308.461093
  nChanged 941
		SP:Iteration 8F (12471.510000 sec): 3 clusters
  Score: Raw -2048035.175292 + Penalty 3177.659548 = -2044857.515743
  nChanged 814
		SP:Iteration 9Q (12471.550000 sec): 3 clusters
  Score: Raw -2048525.902149 + Penalty 3177.659548 = -2045348.242601
  nChanged 729
		SP:Iteration 10Q (12471.600000 sec): 3 clusters
  Score: Raw -2048952.292236 + Penalty 3177.659548 = -2045774.632687
  nChanged 589
		SP:Iteration 11Q (12471.640000 sec): 3 clusters
  Score: Raw -2049281.986687 + Penalty 3177.659548 = -2046104.327138
  nChanged 495
		SP:Iteration 12Q (12471.690000 sec): 3 clusters
  Score: Raw -2049568.318057 + Penalty 3177.659548 = -2046390.658508
  nChanged 398
		SP:Iteration 13Q (12471.730000 sec): 3 clusters
  Score: Raw -2049800.621138 + Penalty 3177.659548 = -2046622.961589
  nChanged 327
		SP:Iteration 14Q (12471.780000 sec): 3 clusters
  Score: Raw -2050012.354996 + Penalty 3177.659548 = -2046834.695447
  nChanged 273
		SP:Iteration 15Q (12471.820000 sec): 3 clusters
  Score: Raw -2050189.502631 + Penalty 3177.659548 = -2047011.843082
  nChanged 183
		SP:Iteration 16Q (12471.870000 sec): 3 clusters
  Score: Raw -2050289.770482 + Penalty 3177.659548 = -2047112.110933
  nChanged 130
		SP:Iteration 17Q (12471.910000 sec): 3 clusters
  Score: Raw -2050363.859231 + Penalty 3177.659548 = -2047186.199682
  nChanged 106
		SP:Iteration 18Q (12471.950000 sec): 3 clusters
  Score: Raw -2050415.963654 + Penalty 3177.659548 = -2047238.304105
  nChanged 71
		SP:Iteration 19Q (12472.000000 sec): 3 clusters
  Score: Raw -2050452.399907 + Penalty 3177.659548 = -2047274.740359
  nChanged 51
		SP:Iteration 20F (12472.040000 sec): 3 clusters
  Score: Raw -2050476.543413 + Penalty 3177.659548 = -2047298.883865
  nChanged 36
		SP:Iteration 21Q (12472.080000 sec): 3 clusters
  Score: Raw -2050495.419891 + Penalty 3177.659548 = -2047317.760343
  nChanged 35
		SP:Iteration 22Q (12472.120000 sec): 3 clusters
  Score: Raw -2050509.923411 + Penalty 3177.659548 = -2047332.263862
  nChanged 25
		SP:Iteration 23Q (12472.160000 sec): 3 clusters
  Score: Raw -2050522.201655 + Penalty 3177.659548 = -2047344.542106
  nChanged 21
		SP:Iteration 24Q (12472.200000 sec): 3 clusters
  Score: Raw -2050532.741610 + Penalty 3177.659548 = -2047355.082062
  nChanged 16
		SP:Iteration 25Q (12472.240000 sec): 3 clusters
  Score: Raw -2050540.398497 + Penalty 3177.659548 = -2047362.738949
  nChanged 15
		SP:Iteration 26Q (12472.280000 sec): 3 clusters
  Score: Raw -2050548.640467 + Penalty 3177.659548 = -2047370.980919
  nChanged 14
		SP:Iteration 27Q (12472.320000 sec): 3 clusters
  Score: Raw -2050555.230466 + Penalty 3177.659548 = -2047377.570918
  nChanged 15
		SP:Iteration 28Q (12472.360000 sec): 3 clusters
  Score: Raw -2050562.334608 + Penalty 3177.659548 = -2047384.675059
  nChanged 11
		SP:Iteration 29Q (12472.390000 sec): 3 clusters
  Score: Raw -2050566.778943 + Penalty 3177.659548 = -2047389.119395
  nChanged 10
		SP:Iteration 30Q (12472.430000 sec): 3 clusters
  Score: Raw -2050570.298255 + Penalty 3177.659548 = -2047392.638707
  nChanged 4
		SP:Iteration 31Q (12472.470000 sec): 3 clusters
  Score: Raw -2050571.810516 + Penalty 3177.659548 = -2047394.150968
  nChanged 3
		SP:Iteration 32Q (12472.500000 sec): 3 clusters
  Score: Raw -2050572.525587 + Penalty 3177.659548 = -2047394.866039
  nChanged 3
		SP:Iteration 33Q (12472.540000 sec): 3 clusters
  Score: Raw -2050573.591449 + Penalty 3177.659548 = -2047395.931900
  nChanged 1
		SP:Iteration 34Q (12472.580000 sec): 3 clusters
  Score: Raw -2050573.969282 + Penalty 3177.659548 = -2047396.309734
  nChanged 1
		SP:Iteration 35Q (12472.620000 sec): 3 clusters
  Score: Raw -2050574.442431 + Penalty 3177.659548 = -2047396.782883
  nChanged 2
		SP:Iteration 36Q (12472.660000 sec): 3 clusters
  Score: Raw -2050575.045467 + Penalty 3177.659548 = -2047397.385918
  nChanged 4
		SP:Iteration 37Q (12472.690000 sec): 3 clusters
  Score: Raw -2050576.298322 + Penalty 3177.659548 = -2047398.638773
  nChanged 1
		SP:Iteration 38Q (12472.730000 sec): 3 clusters
  Score: Raw -2050576.422125 + Penalty 3177.659548 = -2047398.762577
  nChanged 1
		SP:Iteration 39Q (12472.770000 sec): 3 clusters
  Score: Raw -2050577.170588 + Penalty 3177.659548 = -2047399.511040
  nChanged 2
		SP:Iteration 40F (12472.810000 sec): 3 clusters
  Score: Raw -2050577.866333 + Penalty 3177.659548 = -2047400.206785
  nChanged 1
		SP:Iteration 41Q (12472.850000 sec): 3 clusters
  Score: Raw -2050578.148697 + Penalty 3177.659548 = -2047400.489149
  nChanged 1
		SP:Iteration 42Q (12472.890000 sec): 3 clusters
  Score: Raw -2050578.322054 + Penalty 3177.659548 = -2047400.662505
  nChanged 1
		SP:Iteration 43Q (12472.930000 sec): 3 clusters
  Score: Raw -2050578.599488 + Penalty 3177.659548 = -2047400.939939
  nChanged 2
		SP:Iteration 44Q (12472.970000 sec): 3 clusters
  Score: Raw -2050579.157546 + Penalty 3177.659548 = -2047401.497998
  nChanged 3
		SP:Iteration 45Q (12473.010000 sec): 3 clusters
  Score: Raw -2050580.330710 + Penalty 3177.659548 = -2047402.671161
  nChanged 2
		SP:Iteration 46Q (12473.050000 sec): 3 clusters
  Score: Raw -2050580.999740 + Penalty 3177.659548 = -2047403.340191
  nChanged 3
		SP:Iteration 47Q (12473.080000 sec): 3 clusters
  Score: Raw -2050582.838649 + Penalty 3177.659548 = -2047405.179101
  nChanged 3
		SP:Iteration 48Q (12473.120000 sec): 3 clusters
  Score: Raw -2050586.308616 + Penalty 3177.659548 = -2047408.649067
  nChanged 4
		SP:Iteration 49Q (12473.160000 sec): 3 clusters
  Score: Raw -2050590.301262 + Penalty 3177.659548 = -2047412.641714
  nChanged 4
		SP:Iteration 50Q (12473.200000 sec): 3 clusters
  Score: Raw -2050592.560053 + Penalty 3177.659548 = -2047414.900504
  nChanged 10
		SP:Iteration 51Q (12473.240000 sec): 3 clusters
  Score: Raw -2050596.868653 + Penalty 3177.659548 = -2047419.209104
  nChanged 4
		SP:Iteration 52Q (12473.270000 sec): 3 clusters
  Score: Raw -2050598.880867 + Penalty 3177.659548 = -2047421.221319
  nChanged 4
		SP:Iteration 53Q (12473.310000 sec): 3 clusters
  Score: Raw -2050600.816022 + Penalty 3177.659548 = -2047423.156474
  nChanged 3
		SP:Iteration 54Q (12473.340000 sec): 3 clusters
  Score: Raw -2050601.904467 + Penalty 3177.659548 = -2047424.244919
  nChanged 2
		SP:Iteration 55Q (12473.380000 sec): 3 clusters
  Score: Raw -2050602.167660 + Penalty 3177.659548 = -2047424.508111
  nChanged 0
		SP:Iteration 56F (12473.420000 sec): 3 clusters
  Score: Raw -2050602.167660 + Penalty 3177.659548 = -2047424.508111
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12473.460000 sec): 2 clusters
  Score: Raw -941988.780426 + Penalty 1461.532848 = -940527.247578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12473.480000 sec): 3 clusters
  Score: Raw -937515.898423 + Penalty 2923.065696 = -934592.832727
  nChanged 3358
		SP:Iteration 1F (12473.500000 sec): 3 clusters
  Score: Raw -939263.564943 + Penalty 2923.065696 = -936340.499247
  nChanged 440
		SP:Iteration 2F (12473.520000 sec): 3 clusters
  Score: Raw -939441.007130 + Penalty 2923.065696 = -936517.941434
  nChanged 367
		SP:Iteration 3Q (12473.540000 sec): 3 clusters
  Score: Raw -939586.533414 + Penalty 2923.065696 = -936663.467718
  nChanged 326
		SP:Iteration 4Q (12473.560000 sec): 3 clusters
  Score: Raw -939699.029025 + Penalty 2923.065696 = -936775.963329
  nChanged 307
		SP:Iteration 5Q (12473.570000 sec): 3 clusters
  Score: Raw -939813.413492 + Penalty 2923.065696 = -936890.347796
  nChanged 289
		SP:Iteration 6Q (12473.590000 sec): 3 clusters
  Score: Raw -939935.537318 + Penalty 2923.065696 = -937012.471622
  nChanged 303
		SP:Iteration 7Q (12473.610000 sec): 3 clusters
  Score: Raw -940076.589228 + Penalty 2923.065696 = -937153.523532
  nChanged 313
		SP:Iteration 8Q (12473.630000 sec): 3 clusters
  Score: Raw -940223.148744 + Penalty 2923.065696 = -937300.083048
  nChanged 315
		SP:Iteration 9Q (12473.650000 sec): 3 clusters
  Score: Raw -940384.924511 + Penalty 2923.065696 = -937461.858815
  nChanged 322
		SP:Iteration 10Q (12473.670000 sec): 3 clusters
  Score: Raw -940559.263827 + Penalty 2923.065696 = -937636.198130
  nChanged 308
		SP:Iteration 11Q (12473.690000 sec): 3 clusters
  Score: Raw -940746.422908 + Penalty 2923.065696 = -937823.357212
  nChanged 297
		SP:Iteration 12Q (12473.710000 sec): 3 clusters
  Score: Raw -940932.057203 + Penalty 2923.065696 = -938008.991507
  nChanged 283
		SP:Iteration 13Q (12473.730000 sec): 3 clusters
  Score: Raw -941139.419139 + Penalty 2923.065696 = -938216.353443
  nChanged 256
		SP:Iteration 14Q (12473.750000 sec): 3 clusters
  Score: Raw -941362.621265 + Penalty 2923.065696 = -938439.555568
  nChanged 212
		SP:Iteration 15Q (12473.770000 sec): 3 clusters
  Score: Raw -941540.878232 + Penalty 2923.065696 = -938617.812536
  nChanged 204
		SP:Iteration 16Q (12473.790000 sec): 3 clusters
  Score: Raw -941708.451091 + Penalty 2923.065696 = -938785.385394
  nChanged 141
		SP:Iteration 17Q (12473.810000 sec): 3 clusters
  Score: Raw -941822.755534 + Penalty 2923.065696 = -938899.689838
  nChanged 103
		SP:Iteration 18Q (12473.830000 sec): 3 clusters
  Score: Raw -941887.620514 + Penalty 2923.065696 = -938964.554818
  nChanged 78
		SP:Iteration 19Q (12473.840000 sec): 3 clusters
  Score: Raw -941939.137913 + Penalty 2923.065696 = -939016.072217
  nChanged 59
		SP:Iteration 20F (12473.860000 sec): 3 clusters
  Score: Raw -941974.375807 + Penalty 2923.065696 = -939051.310111
  nChanged 50
		SP:Iteration 21Q (12473.880000 sec): 3 clusters
  Score: Raw -942003.260470 + Penalty 2923.065696 = -939080.194774
  nChanged 44
		SP:Iteration 22Q (12473.900000 sec): 3 clusters
  Score: Raw -942031.526796 + Penalty 2923.065696 = -939108.461100
  nChanged 33
		SP:Iteration 23Q (12473.920000 sec): 3 clusters
  Score: Raw -942045.366401 + Penalty 2923.065696 = -939122.300705
  nChanged 23
		SP:Iteration 24Q (12473.930000 sec): 3 clusters
  Score: Raw -942056.405355 + Penalty 2923.065696 = -939133.339659
  nChanged 15
		SP:Iteration 25Q (12473.940000 sec): 3 clusters
  Score: Raw -942063.447708 + Penalty 2923.065696 = -939140.382012
  nChanged 21
		SP:Iteration 26Q (12473.960000 sec): 3 clusters
  Score: Raw -942073.438695 + Penalty 2923.065696 = -939150.372999
  nChanged 21
		SP:Iteration 27Q (12473.980000 sec): 3 clusters
  Score: Raw -942083.857557 + Penalty 2923.065696 = -939160.791861
  nChanged 20
		SP:Iteration 28Q (12473.990000 sec): 3 clusters
  Score: Raw -942095.172151 + Penalty 2923.065696 = -939172.106455
  nChanged 24
		SP:Iteration 29Q (12474.010000 sec): 3 clusters
  Score: Raw -942106.579020 + Penalty 2923.065696 = -939183.513324
  nChanged 20
		SP:Iteration 30Q (12474.020000 sec): 3 clusters
  Score: Raw -942114.154640 + Penalty 2923.065696 = -939191.088944
  nChanged 12
		SP:Iteration 31Q (12474.040000 sec): 3 clusters
  Score: Raw -942119.533291 + Penalty 2923.065696 = -939196.467595
  nChanged 10
		SP:Iteration 32Q (12474.060000 sec): 3 clusters
  Score: Raw -942122.881331 + Penalty 2923.065696 = -939199.815635
  nChanged 5
		SP:Iteration 33Q (12474.070000 sec): 3 clusters
  Score: Raw -942124.845952 + Penalty 2923.065696 = -939201.780256
  nChanged 5
		SP:Iteration 34Q (12474.090000 sec): 3 clusters
  Score: Raw -942126.167654 + Penalty 2923.065696 = -939203.101958
  nChanged 4
		SP:Iteration 35Q (12474.100000 sec): 3 clusters
  Score: Raw -942128.017666 + Penalty 2923.065696 = -939204.951970
  nChanged 8
		SP:Iteration 36Q (12474.120000 sec): 3 clusters
  Score: Raw -942132.201468 + Penalty 2923.065696 = -939209.135772
  nChanged 11
		SP:Iteration 37Q (12474.130000 sec): 3 clusters
  Score: Raw -942136.681089 + Penalty 2923.065696 = -939213.615393
  nChanged 7
		SP:Iteration 38Q (12474.150000 sec): 3 clusters
  Score: Raw -942139.544941 + Penalty 2923.065696 = -939216.479245
  nChanged 9
		SP:Iteration 39Q (12474.160000 sec): 3 clusters
  Score: Raw -942143.205298 + Penalty 2923.065696 = -939220.139601
  nChanged 7
		SP:Iteration 40F (12474.180000 sec): 3 clusters
  Score: Raw -942145.996657 + Penalty 2923.065696 = -939222.930961
  nChanged 6
		SP:Iteration 41Q (12474.200000 sec): 3 clusters
  Score: Raw -942149.044548 + Penalty 2923.065696 = -939225.978852
  nChanged 6
		SP:Iteration 42Q (12474.210000 sec): 3 clusters
  Score: Raw -942150.901518 + Penalty 2923.065696 = -939227.835822
  nChanged 1
		SP:Iteration 43Q (12474.230000 sec): 3 clusters
  Score: Raw -942151.488880 + Penalty 2923.065696 = -939228.423183
  nChanged 1
		SP:Iteration 44Q (12474.240000 sec): 3 clusters
  Score: Raw -942151.584479 + Penalty 2923.065696 = -939228.518783
  nChanged 1
		SP:Iteration 45Q (12474.260000 sec): 3 clusters
  Score: Raw -942151.940806 + Penalty 2923.065696 = -939228.875109
  nChanged 2
		SP:Iteration 46Q (12474.280000 sec): 3 clusters
  Score: Raw -942152.796878 + Penalty 2923.065696 = -939229.731182
  nChanged 2
		SP:Iteration 47Q (12474.290000 sec): 3 clusters
  Score: Raw -942154.047681 + Penalty 2923.065696 = -939230.981985
  nChanged 2
		SP:Iteration 48Q (12474.300000 sec): 3 clusters
  Score: Raw -942154.997567 + Penalty 2923.065696 = -939231.931871
  nChanged 1
		SP:Iteration 49Q (12474.320000 sec): 3 clusters
  Score: Raw -942155.488539 + Penalty 2923.065696 = -939232.422843
  nChanged 0
		SP:Iteration 50F (12474.340000 sec): 3 clusters
  Score: Raw -942155.488539 + Penalty 2923.065696 = -939232.422843
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12474.370000 sec): 2 clusters
  Score: Raw -1136038.639284 + Penalty 1490.249734 = -1134548.389549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12474.390000 sec): 3 clusters
  Score: Raw -1130560.944530 + Penalty 2980.499469 = -1127580.445061
  nChanged 4131
		SP:Iteration 1F (12474.420000 sec): 3 clusters
  Score: Raw -1132830.670765 + Penalty 2980.499469 = -1129850.171296
  nChanged 699
		SP:Iteration 2F (12474.440000 sec): 3 clusters
  Score: Raw -1133227.438814 + Penalty 2980.499469 = -1130246.939345
  nChanged 666
		SP:Iteration 3F (12474.460000 sec): 3 clusters
  Score: Raw -1133656.736708 + Penalty 2980.499469 = -1130676.237239
  nChanged 663
		SP:Iteration 4F (12474.490000 sec): 3 clusters
  Score: Raw -1134144.168419 + Penalty 2980.499469 = -1131163.668950
  nChanged 641
		SP:Iteration 5F (12474.510000 sec): 3 clusters
  Score: Raw -1134646.784989 + Penalty 2980.499469 = -1131666.285520
  nChanged 579
		SP:Iteration 6F (12474.540000 sec): 3 clusters
  Score: Raw -1135119.526610 + Penalty 2980.499469 = -1132139.027141
  nChanged 437
		SP:Iteration 7Q (12474.560000 sec): 3 clusters
  Score: Raw -1135485.057742 + Penalty 2980.499469 = -1132504.558273
  nChanged 328
		SP:Iteration 8Q (12474.580000 sec): 3 clusters
  Score: Raw -1135748.727119 + Penalty 2980.499469 = -1132768.227650
  nChanged 215
		SP:Iteration 9Q (12474.610000 sec): 3 clusters
  Score: Raw -1135912.821615 + Penalty 2980.499469 = -1132932.322146
  nChanged 148
		SP:Iteration 10Q (12474.630000 sec): 3 clusters
  Score: Raw -1136019.454544 + Penalty 2980.499469 = -1133038.955075
  nChanged 100
		SP:Iteration 11Q (12474.650000 sec): 3 clusters
  Score: Raw -1136094.936957 + Penalty 2980.499469 = -1133114.437488
  nChanged 58
		SP:Iteration 12Q (12474.670000 sec): 3 clusters
  Score: Raw -1136139.611232 + Penalty 2980.499469 = -1133159.111763
  nChanged 43
		SP:Iteration 13Q (12474.690000 sec): 3 clusters
  Score: Raw -1136174.618733 + Penalty 2980.499469 = -1133194.119264
  nChanged 24
		SP:Iteration 14Q (12474.710000 sec): 3 clusters
  Score: Raw -1136194.122885 + Penalty 2980.499469 = -1133213.623416
  nChanged 15
		SP:Iteration 15Q (12474.730000 sec): 3 clusters
  Score: Raw -1136206.559411 + Penalty 2980.499469 = -1133226.059942
  nChanged 14
		SP:Iteration 16Q (12474.750000 sec): 3 clusters
  Score: Raw -1136220.416845 + Penalty 2980.499469 = -1133239.917376
  nChanged 7
		SP:Iteration 17Q (12474.770000 sec): 3 clusters
  Score: Raw -1136227.986630 + Penalty 2980.499469 = -1133247.487161
  nChanged 4
		SP:Iteration 18Q (12474.780000 sec): 3 clusters
  Score: Raw -1136231.409800 + Penalty 2980.499469 = -1133250.910331
  nChanged 6
		SP:Iteration 19Q (12474.800000 sec): 3 clusters
  Score: Raw -1136236.829770 + Penalty 2980.499469 = -1133256.330301
  nChanged 6
		SP:Iteration 20F (12474.830000 sec): 3 clusters
  Score: Raw -1136241.095874 + Penalty 2980.499469 = -1133260.596405
  nChanged 6
		SP:Iteration 21Q (12474.840000 sec): 3 clusters
  Score: Raw -1136244.668624 + Penalty 2980.499469 = -1133264.169155
  nChanged 2
		SP:Iteration 22Q (12474.860000 sec): 3 clusters
  Score: Raw -1136245.249495 + Penalty 2980.499469 = -1133264.750027
  nChanged 0
		SP:Iteration 23F (12474.890000 sec): 3 clusters
  Score: Raw -1136245.249495 + Penalty 2980.499469 = -1133264.750027
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12474.910000 sec): 2 clusters
  Score: Raw -793528.412932 + Penalty 1435.437692 = -792092.975240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12474.930000 sec): 3 clusters
  Score: Raw -789822.306588 + Penalty 2870.875384 = -786951.431204
  nChanged 2885
		SP:Iteration 1F (12474.950000 sec): 3 clusters
  Score: Raw -791441.999418 + Penalty 2870.875384 = -788571.124034
  nChanged 517
		SP:Iteration 2F (12474.960000 sec): 3 clusters
  Score: Raw -791702.662389 + Penalty 2870.875384 = -788831.787005
  nChanged 367
		SP:Iteration 3F (12474.980000 sec): 3 clusters
  Score: Raw -791869.813981 + Penalty 2870.875384 = -788998.938597
  nChanged 288
		SP:Iteration 4Q (12475.000000 sec): 3 clusters
  Score: Raw -791991.519861 + Penalty 2870.875384 = -789120.644476
  nChanged 261
		SP:Iteration 5Q (12475.020000 sec): 3 clusters
  Score: Raw -792122.661889 + Penalty 2870.875384 = -789251.786504
  nChanged 271
		SP:Iteration 6Q (12475.030000 sec): 3 clusters
  Score: Raw -792267.838174 + Penalty 2870.875384 = -789396.962790
  nChanged 227
		SP:Iteration 7Q (12475.050000 sec): 3 clusters
  Score: Raw -792382.704982 + Penalty 2870.875384 = -789511.829598
  nChanged 224
		SP:Iteration 8Q (12475.070000 sec): 3 clusters
  Score: Raw -792516.409170 + Penalty 2870.875384 = -789645.533786
  nChanged 233
		SP:Iteration 9Q (12475.080000 sec): 3 clusters
  Score: Raw -792664.211376 + Penalty 2870.875384 = -789793.335992
  nChanged 228
		SP:Iteration 10Q (12475.100000 sec): 3 clusters
  Score: Raw -792814.924185 + Penalty 2870.875384 = -789944.048801
  nChanged 216
		SP:Iteration 11Q (12475.120000 sec): 3 clusters
  Score: Raw -792963.300510 + Penalty 2870.875384 = -790092.425125
  nChanged 173
		SP:Iteration 12Q (12475.140000 sec): 3 clusters
  Score: Raw -793094.373861 + Penalty 2870.875384 = -790223.498477
  nChanged 157
		SP:Iteration 13Q (12475.150000 sec): 3 clusters
  Score: Raw -793206.266574 + Penalty 2870.875384 = -790335.391189
  nChanged 153
		SP:Iteration 14Q (12475.170000 sec): 3 clusters
  Score: Raw -793329.668714 + Penalty 2870.875384 = -790458.793330
  nChanged 132
		SP:Iteration 15Q (12475.180000 sec): 3 clusters
  Score: Raw -793427.692784 + Penalty 2870.875384 = -790556.817400
  nChanged 95
		SP:Iteration 16Q (12475.200000 sec): 3 clusters
  Score: Raw -793505.321158 + Penalty 2870.875384 = -790634.445774
  nChanged 83
		SP:Iteration 17Q (12475.210000 sec): 3 clusters
  Score: Raw -793565.014946 + Penalty 2870.875384 = -790694.139561
  nChanged 61
		SP:Iteration 18Q (12475.230000 sec): 3 clusters
  Score: Raw -793619.871687 + Penalty 2870.875384 = -790748.996303
  nChanged 47
		SP:Iteration 19Q (12475.240000 sec): 3 clusters
  Score: Raw -793656.141448 + Penalty 2870.875384 = -790785.266064
  nChanged 27
		SP:Iteration 20F (12475.260000 sec): 3 clusters
  Score: Raw -793673.020208 + Penalty 2870.875384 = -790802.144824
  nChanged 16
		SP:Iteration 21Q (12475.270000 sec): 3 clusters
  Score: Raw -793684.032566 + Penalty 2870.875384 = -790813.157181
  nChanged 14
		SP:Iteration 22Q (12475.290000 sec): 3 clusters
  Score: Raw -793694.292850 + Penalty 2870.875384 = -790823.417466
  nChanged 9
		SP:Iteration 23Q (12475.300000 sec): 3 clusters
  Score: Raw -793699.855050 + Penalty 2870.875384 = -790828.979666
  nChanged 4
		SP:Iteration 24Q (12475.310000 sec): 3 clusters
  Score: Raw -793703.222750 + Penalty 2870.875384 = -790832.347366
  nChanged 2
		SP:Iteration 25Q (12475.330000 sec): 3 clusters
  Score: Raw -793704.649486 + Penalty 2870.875384 = -790833.774102
  nChanged 2
		SP:Iteration 26Q (12475.340000 sec): 3 clusters
  Score: Raw -793705.420753 + Penalty 2870.875384 = -790834.545369
  nChanged 1
		SP:Iteration 27Q (12475.360000 sec): 3 clusters
  Score: Raw -793705.738409 + Penalty 2870.875384 = -790834.863025
  nChanged 1
		SP:Iteration 28Q (12475.370000 sec): 3 clusters
  Score: Raw -793706.356363 + Penalty 2870.875384 = -790835.480979
  nChanged 1
		SP:Iteration 29Q (12475.380000 sec): 3 clusters
  Score: Raw -793707.144417 + Penalty 2870.875384 = -790836.269033
  nChanged 2
		SP:Iteration 30Q (12475.400000 sec): 3 clusters
  Score: Raw -793707.886981 + Penalty 2870.875384 = -790837.011597
  nChanged 2
		SP:Iteration 31Q (12475.410000 sec): 3 clusters
  Score: Raw -793709.060734 + Penalty 2870.875384 = -790838.185350
  nChanged 2
		SP:Iteration 32Q (12475.420000 sec): 3 clusters
  Score: Raw -793710.906832 + Penalty 2870.875384 = -790840.031448
  nChanged 3
		SP:Iteration 33Q (12475.440000 sec): 3 clusters
  Score: Raw -793713.198231 + Penalty 2870.875384 = -790842.322846
  nChanged 1
		SP:Iteration 34Q (12475.450000 sec): 3 clusters
  Score: Raw -793713.872564 + Penalty 2870.875384 = -790842.997179
  nChanged 0
		SP:Iteration 35F (12475.460000 sec): 3 clusters
  Score: Raw -793713.872564 + Penalty 2870.875384 = -790842.997179
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12475.470000 sec): 2 clusters
  Score: Raw -24768.003020 + Penalty 909.140599 = -23858.862421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12475.470000 sec): 3 clusters
  Score: Raw -24947.588941 + Penalty 1818.281198 = -23129.307743
  nChanged 69
		SP:Iteration 1F (12475.470000 sec): 3 clusters
  Score: Raw -25160.818812 + Penalty 1818.281198 = -23342.537613
  nChanged 22
		SP:Iteration 2F (12475.480000 sec): 3 clusters
  Score: Raw -25257.096148 + Penalty 1818.281198 = -23438.814950
  nChanged 15
		SP:Iteration 3F (12475.480000 sec): 3 clusters
  Score: Raw -25348.581955 + Penalty 1818.281198 = -23530.300757
  nChanged 8
		SP:Iteration 4Q (12475.480000 sec): 3 clusters
  Score: Raw -25376.251678 + Penalty 1818.281198 = -23557.970480
  nChanged 4
		SP:Iteration 5Q (12475.480000 sec): 3 clusters
  Score: Raw -25422.281718 + Penalty 1818.281198 = -23604.000519
  nChanged 2
		SP:Iteration 6Q (12475.480000 sec): 3 clusters
  Score: Raw -25426.238223 + Penalty 1818.281198 = -23607.957025
  nChanged 2
		SP:Iteration 7Q (12475.480000 sec): 3 clusters
  Score: Raw -25430.410593 + Penalty 1818.281198 = -23612.129395
  nChanged 1
		SP:Iteration 8Q (12475.480000 sec): 3 clusters
  Score: Raw -25435.152408 + Penalty 1818.281198 = -23616.871210
  nChanged 0
		SP:Iteration 9F (12475.480000 sec): 3 clusters
  Score: Raw -25435.152408 + Penalty 1818.281198 = -23616.871210
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (11951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12475.520000 sec): 2 clusters
  Score: Raw -1413640.681041 + Penalty 1525.642663 = -1412115.038378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12475.550000 sec): 3 clusters
  Score: Raw -1406839.226571 + Penalty 3051.285327 = -1403787.941244
  nChanged 5159
		SP:Iteration 1F (12475.580000 sec): 3 clusters
  Score: Raw -1409640.742979 + Penalty 3051.285327 = -1406589.457652
  nChanged 650
		SP:Iteration 2F (12475.610000 sec): 3 clusters
  Score: Raw -1409889.239335 + Penalty 3051.285327 = -1406837.954009
  nChanged 509
		SP:Iteration 3Q (12475.640000 sec): 3 clusters
  Score: Raw -1410065.398894 + Penalty 3051.285327 = -1407014.113568
  nChanged 436
		SP:Iteration 4Q (12475.670000 sec): 3 clusters
  Score: Raw -1410213.714077 + Penalty 3051.285327 = -1407162.428751
  nChanged 409
		SP:Iteration 5Q (12475.700000 sec): 3 clusters
  Score: Raw -1410377.864724 + Penalty 3051.285327 = -1407326.579398
  nChanged 421
		SP:Iteration 6Q (12475.730000 sec): 3 clusters
  Score: Raw -1410572.267673 + Penalty 3051.285327 = -1407520.982347
  nChanged 443
		SP:Iteration 7Q (12475.760000 sec): 3 clusters
  Score: Raw -1410788.228212 + Penalty 3051.285327 = -1407736.942885
  nChanged 480
		SP:Iteration 8Q (12475.790000 sec): 3 clusters
  Score: Raw -1411042.083780 + Penalty 3051.285327 = -1407990.798454
  nChanged 529
		SP:Iteration 9Q (12475.820000 sec): 3 clusters
  Score: Raw -1411375.885954 + Penalty 3051.285327 = -1408324.600627
  nChanged 588
		SP:Iteration 10Q (12475.840000 sec): 3 clusters
  Score: Raw -1411806.674161 + Penalty 3051.285327 = -1408755.388835
  nChanged 660
		SP:Iteration 11F (12475.880000 sec): 3 clusters
  Score: Raw -1412342.777926 + Penalty 3051.285327 = -1409291.492599
  nChanged 577
		SP:Iteration 12Q (12475.900000 sec): 3 clusters
  Score: Raw -1412830.240041 + Penalty 3051.285327 = -1409778.954714
  nChanged 437
		SP:Iteration 13Q (12475.930000 sec): 3 clusters
  Score: Raw -1413236.457108 + Penalty 3051.285327 = -1410185.171781
  nChanged 283
		SP:Iteration 14Q (12475.960000 sec): 3 clusters
  Score: Raw -1413488.034634 + Penalty 3051.285327 = -1410436.749307
  nChanged 163
		SP:Iteration 15Q (12475.980000 sec): 3 clusters
  Score: Raw -1413644.117635 + Penalty 3051.285327 = -1410592.832309
  nChanged 93
		SP:Iteration 16Q (12476.010000 sec): 3 clusters
  Score: Raw -1413732.418204 + Penalty 3051.285327 = -1410681.132877
  nChanged 44
		SP:Iteration 17Q (12476.030000 sec): 3 clusters
  Score: Raw -1413777.997899 + Penalty 3051.285327 = -1410726.712572
  nChanged 21
		SP:Iteration 18Q (12476.050000 sec): 3 clusters
  Score: Raw -1413803.672178 + Penalty 3051.285327 = -1410752.386852
  nChanged 14
		SP:Iteration 19Q (12476.080000 sec): 3 clusters
  Score: Raw -1413820.565143 + Penalty 3051.285327 = -1410769.279816
  nChanged 14
		SP:Iteration 20F (12476.100000 sec): 3 clusters
  Score: Raw -1413835.157679 + Penalty 3051.285327 = -1410783.872352
  nChanged 7
		SP:Iteration 21Q (12476.130000 sec): 3 clusters
  Score: Raw -1413843.238107 + Penalty 3051.285327 = -1410791.952780
  nChanged 5
		SP:Iteration 22Q (12476.150000 sec): 3 clusters
  Score: Raw -1413848.586014 + Penalty 3051.285327 = -1410797.300688
  nChanged 2
		SP:Iteration 23Q (12476.170000 sec): 3 clusters
  Score: Raw -1413850.816654 + Penalty 3051.285327 = -1410799.531327
  nChanged 2
		SP:Iteration 24Q (12476.190000 sec): 3 clusters
  Score: Raw -1413854.577583 + Penalty 3051.285327 = -1410803.292257
  nChanged 3
		SP:Iteration 25Q (12476.210000 sec): 3 clusters
  Score: Raw -1413857.822015 + Penalty 3051.285327 = -1410806.536688
  nChanged 1
		SP:Iteration 26Q (12476.240000 sec): 3 clusters
  Score: Raw -1413858.711313 + Penalty 3051.285327 = -1410807.425986
  nChanged 2
		SP:Iteration 27Q (12476.260000 sec): 3 clusters
  Score: Raw -1413861.212829 + Penalty 3051.285327 = -1410809.927502
  nChanged 0
		SP:Iteration 28F (12476.290000 sec): 3 clusters
  Score: Raw -1413861.212829 + Penalty 3051.285327 = -1410809.927502
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12476.300000 sec): 2 clusters
  Score: Raw -452285.581124 + Penalty 1350.522348 = -450935.058776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12476.320000 sec): 3 clusters
  Score: Raw -450297.783005 + Penalty 2701.044696 = -447596.738308
  nChanged 1533
		SP:Iteration 1F (12476.320000 sec): 3 clusters
  Score: Raw -451167.043386 + Penalty 2701.044696 = -448465.998690
  nChanged 318
		SP:Iteration 2F (12476.340000 sec): 3 clusters
  Score: Raw -451363.381942 + Penalty 2701.044696 = -448662.337246
  nChanged 225
		SP:Iteration 3F (12476.340000 sec): 3 clusters
  Score: Raw -451462.298574 + Penalty 2701.044696 = -448761.253878
  nChanged 127
		SP:Iteration 4Q (12476.360000 sec): 3 clusters
  Score: Raw -451516.360944 + Penalty 2701.044696 = -448815.316248
  nChanged 98
		SP:Iteration 5Q (12476.360000 sec): 3 clusters
  Score: Raw -451561.021615 + Penalty 2701.044696 = -448859.976919
  nChanged 95
		SP:Iteration 6Q (12476.380000 sec): 3 clusters
  Score: Raw -451607.116940 + Penalty 2701.044696 = -448906.072244
  nChanged 85
		SP:Iteration 7Q (12476.380000 sec): 3 clusters
  Score: Raw -451645.301956 + Penalty 2701.044696 = -448944.257260
  nChanged 83
		SP:Iteration 8Q (12476.400000 sec): 3 clusters
  Score: Raw -451683.093566 + Penalty 2701.044696 = -448982.048870
  nChanged 80
		SP:Iteration 9Q (12476.400000 sec): 3 clusters
  Score: Raw -451721.781045 + Penalty 2701.044696 = -449020.736349
  nChanged 77
		SP:Iteration 10Q (12476.420000 sec): 3 clusters
  Score: Raw -451751.081420 + Penalty 2701.044696 = -449050.036724
  nChanged 63
		SP:Iteration 11Q (12476.420000 sec): 3 clusters
  Score: Raw -451770.302116 + Penalty 2701.044696 = -449069.257420
  nChanged 36
		SP:Iteration 12Q (12476.440000 sec): 3 clusters
  Score: Raw -451781.446485 + Penalty 2701.044696 = -449080.401789
  nChanged 40
		SP:Iteration 13Q (12476.440000 sec): 3 clusters
  Score: Raw -451793.433270 + Penalty 2701.044696 = -449092.388574
  nChanged 38
		SP:Iteration 14Q (12476.460000 sec): 3 clusters
  Score: Raw -451806.355605 + Penalty 2701.044696 = -449105.310909
  nChanged 44
		SP:Iteration 15Q (12476.460000 sec): 3 clusters
  Score: Raw -451823.578110 + Penalty 2701.044696 = -449122.533413
  nChanged 60
		SP:Iteration 16Q (12476.480000 sec): 3 clusters
  Score: Raw -451850.072335 + Penalty 2701.044696 = -449149.027639
  nChanged 69
		SP:Iteration 17Q (12476.490000 sec): 3 clusters
  Score: Raw -451884.756310 + Penalty 2701.044696 = -449183.711614
  nChanged 85
		SP:Iteration 18Q (12476.500000 sec): 3 clusters
  Score: Raw -451925.630815 + Penalty 2701.044696 = -449224.586119
  nChanged 79
		SP:Iteration 19Q (12476.510000 sec): 3 clusters
  Score: Raw -451970.494944 + Penalty 2701.044696 = -449269.450248
  nChanged 86
		SP:Iteration 20F (12476.520000 sec): 3 clusters
  Score: Raw -452026.812552 + Penalty 2701.044696 = -449325.767856
  nChanged 82
		SP:Iteration 21Q (12476.530000 sec): 3 clusters
  Score: Raw -452079.861125 + Penalty 2701.044696 = -449378.816428
  nChanged 102
		SP:Iteration 22Q (12476.540000 sec): 3 clusters
  Score: Raw -452153.617568 + Penalty 2701.044696 = -449452.572872
  nChanged 95
		SP:Iteration 23Q (12476.550000 sec): 3 clusters
  Score: Raw -452214.027337 + Penalty 2701.044696 = -449512.982641
  nChanged 99
		SP:Iteration 24Q (12476.560000 sec): 3 clusters
  Score: Raw -452279.302660 + Penalty 2701.044696 = -449578.257964
  nChanged 84
		SP:Iteration 25Q (12476.560000 sec): 3 clusters
  Score: Raw -452333.860169 + Penalty 2701.044696 = -449632.815473
  nChanged 86
		SP:Iteration 26Q (12476.580000 sec): 3 clusters
  Score: Raw -452387.415941 + Penalty 2701.044696 = -449686.371245
  nChanged 73
		SP:Iteration 27Q (12476.580000 sec): 3 clusters
  Score: Raw -452433.770468 + Penalty 2701.044696 = -449732.725772
  nChanged 59
		SP:Iteration 28Q (12476.600000 sec): 3 clusters
  Score: Raw -452469.628413 + Penalty 2701.044696 = -449768.583717
  nChanged 57
		SP:Iteration 29Q (12476.600000 sec): 3 clusters
  Score: Raw -452505.375283 + Penalty 2701.044696 = -449804.330587
  nChanged 51
		SP:Iteration 30Q (12476.610000 sec): 3 clusters
  Score: Raw -452535.938590 + Penalty 2701.044696 = -449834.893894
  nChanged 33
		SP:Iteration 31Q (12476.620000 sec): 3 clusters
  Score: Raw -452562.625225 + Penalty 2701.044696 = -449861.580529
  nChanged 30
		SP:Iteration 32Q (12476.630000 sec): 3 clusters
  Score: Raw -452582.226879 + Penalty 2701.044696 = -449881.182182
  nChanged 28
		SP:Iteration 33Q (12476.640000 sec): 3 clusters
  Score: Raw -452601.694970 + Penalty 2701.044696 = -449900.650274
  nChanged 20
		SP:Iteration 34Q (12476.650000 sec): 3 clusters
  Score: Raw -452619.529509 + Penalty 2701.044696 = -449918.484813
  nChanged 18
		SP:Iteration 35Q (12476.660000 sec): 3 clusters
  Score: Raw -452636.357078 + Penalty 2701.044696 = -449935.312382
  nChanged 17
		SP:Iteration 36Q (12476.670000 sec): 3 clusters
  Score: Raw -452651.997846 + Penalty 2701.044696 = -449950.953150
  nChanged 16
		SP:Iteration 37Q (12476.680000 sec): 3 clusters
  Score: Raw -452667.857043 + Penalty 2701.044696 = -449966.812347
  nChanged 15
		SP:Iteration 38Q (12476.680000 sec): 3 clusters
  Score: Raw -452689.357077 + Penalty 2701.044696 = -449988.312381
  nChanged 20
		SP:Iteration 39Q (12476.700000 sec): 3 clusters
  Score: Raw -452709.177436 + Penalty 2701.044696 = -450008.132740
  nChanged 15
		SP:Iteration 40F (12476.700000 sec): 3 clusters
  Score: Raw -452722.464459 + Penalty 2701.044696 = -450021.419763
  nChanged 10
		SP:Iteration 41Q (12476.710000 sec): 3 clusters
  Score: Raw -452728.430700 + Penalty 2701.044696 = -450027.386004
  nChanged 8
		SP:Iteration 42Q (12476.720000 sec): 3 clusters
  Score: Raw -452735.801874 + Penalty 2701.044696 = -450034.757178
  nChanged 11
		SP:Iteration 43Q (12476.730000 sec): 3 clusters
  Score: Raw -452748.322389 + Penalty 2701.044696 = -450047.277693
  nChanged 11
		SP:Iteration 44Q (12476.740000 sec): 3 clusters
  Score: Raw -452760.410867 + Penalty 2701.044696 = -450059.366171
  nChanged 10
		SP:Iteration 45Q (12476.750000 sec): 3 clusters
  Score: Raw -452766.333674 + Penalty 2701.044696 = -450065.288978
  nChanged 5
		SP:Iteration 46Q (12476.760000 sec): 3 clusters
  Score: Raw -452769.369819 + Penalty 2701.044696 = -450068.325122
  nChanged 2
		SP:Iteration 47Q (12476.760000 sec): 3 clusters
  Score: Raw -452771.818167 + Penalty 2701.044696 = -450070.773471
  nChanged 2
		SP:Iteration 48Q (12476.770000 sec): 3 clusters
  Score: Raw -452772.327871 + Penalty 2701.044696 = -450071.283175
  nChanged 0
		SP:Iteration 49F (12476.780000 sec): 3 clusters
  Score: Raw -452772.327871 + Penalty 2701.044696 = -450071.283175
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12476.790000 sec): 2 clusters
  Score: Raw -310715.418630 + Penalty 1293.722658 = -309421.695972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12476.800000 sec): 3 clusters
  Score: Raw -309357.249497 + Penalty 2587.445316 = -306769.804181
  nChanged 1080
		SP:Iteration 1F (12476.810000 sec): 3 clusters
  Score: Raw -310061.940117 + Penalty 2587.445316 = -307474.494801
  nChanged 244
		SP:Iteration 2F (12476.820000 sec): 3 clusters
  Score: Raw -310273.577259 + Penalty 2587.445316 = -307686.131944
  nChanged 189
		SP:Iteration 3F (12476.820000 sec): 3 clusters
  Score: Raw -310439.982592 + Penalty 2587.445316 = -307852.537277
  nChanged 177
		SP:Iteration 4F (12476.830000 sec): 3 clusters
  Score: Raw -310610.194471 + Penalty 2587.445316 = -308022.749156
  nChanged 164
		SP:Iteration 5F (12476.840000 sec): 3 clusters
  Score: Raw -310791.788219 + Penalty 2587.445316 = -308204.342903
  nChanged 143
		SP:Iteration 6Q (12476.840000 sec): 3 clusters
  Score: Raw -310950.128997 + Penalty 2587.445316 = -308362.683681
  nChanged 144
		SP:Iteration 7F (12476.850000 sec): 3 clusters
  Score: Raw -311110.071689 + Penalty 2587.445316 = -308522.626373
  nChanged 122
		SP:Iteration 8Q (12476.860000 sec): 3 clusters
  Score: Raw -311239.581705 + Penalty 2587.445316 = -308652.136390
  nChanged 100
		SP:Iteration 9Q (12476.860000 sec): 3 clusters
  Score: Raw -311356.188428 + Penalty 2587.445316 = -308768.743112
  nChanged 77
		SP:Iteration 10Q (12476.870000 sec): 3 clusters
  Score: Raw -311449.081513 + Penalty 2587.445316 = -308861.636197
  nChanged 72
		SP:Iteration 11Q (12476.880000 sec): 3 clusters
  Score: Raw -311550.078560 + Penalty 2587.445316 = -308962.633245
  nChanged 78
		SP:Iteration 12Q (12476.880000 sec): 3 clusters
  Score: Raw -311648.258015 + Penalty 2587.445316 = -309060.812699
  nChanged 72
		SP:Iteration 13Q (12476.890000 sec): 3 clusters
  Score: Raw -311745.682183 + Penalty 2587.445316 = -309158.236867
  nChanged 62
		SP:Iteration 14Q (12476.900000 sec): 3 clusters
  Score: Raw -311823.915345 + Penalty 2587.445316 = -309236.470029
  nChanged 39
		SP:Iteration 15Q (12476.900000 sec): 3 clusters
  Score: Raw -311861.160218 + Penalty 2587.445316 = -309273.714902
  nChanged 21
		SP:Iteration 16Q (12476.910000 sec): 3 clusters
  Score: Raw -311871.966071 + Penalty 2587.445316 = -309284.520755
  nChanged 10
		SP:Iteration 17Q (12476.910000 sec): 3 clusters
  Score: Raw -311876.192172 + Penalty 2587.445316 = -309288.746856
  nChanged 4
		SP:Iteration 18Q (12476.920000 sec): 3 clusters
  Score: Raw -311877.562502 + Penalty 2587.445316 = -309290.117187
  nChanged 3
		SP:Iteration 19Q (12476.920000 sec): 3 clusters
  Score: Raw -311878.823645 + Penalty 2587.445316 = -309291.378329
  nChanged 3
		SP:Iteration 20F (12476.930000 sec): 3 clusters
  Score: Raw -311879.941959 + Penalty 2587.445316 = -309292.496643
  nChanged 3
		SP:Iteration 21Q (12476.940000 sec): 3 clusters
  Score: Raw -311881.379558 + Penalty 2587.445316 = -309293.934242
  nChanged 4
		SP:Iteration 22Q (12476.940000 sec): 3 clusters
  Score: Raw -311883.364152 + Penalty 2587.445316 = -309295.918837
  nChanged 3
		SP:Iteration 23Q (12476.950000 sec): 3 clusters
  Score: Raw -311885.442560 + Penalty 2587.445316 = -309297.997245
  nChanged 5
		SP:Iteration 24Q (12476.950000 sec): 3 clusters
  Score: Raw -311888.312606 + Penalty 2587.445316 = -309300.867290
  nChanged 6
		SP:Iteration 25Q (12476.960000 sec): 3 clusters
  Score: Raw -311891.981864 + Penalty 2587.445316 = -309304.536549
  nChanged 5
		SP:Iteration 26Q (12476.960000 sec): 3 clusters
  Score: Raw -311894.153294 + Penalty 2587.445316 = -309306.707979
  nChanged 3
		SP:Iteration 27Q (12476.970000 sec): 3 clusters
  Score: Raw -311895.289857 + Penalty 2587.445316 = -309307.844541
  nChanged 3
		SP:Iteration 28Q (12476.980000 sec): 3 clusters
  Score: Raw -311896.232670 + Penalty 2587.445316 = -309308.787355
  nChanged 1
		SP:Iteration 29Q (12476.980000 sec): 3 clusters
  Score: Raw -311896.392735 + Penalty 2587.445316 = -309308.947419
  nChanged 0
		SP:Iteration 30F (12476.990000 sec): 3 clusters
  Score: Raw -311896.392735 + Penalty 2587.445316 = -309308.947419
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12477.000000 sec): 2 clusters
  Score: Raw -207903.230167 + Penalty 1229.945545 = -206673.284622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12477.000000 sec): 3 clusters
  Score: Raw -207040.419294 + Penalty 2459.891091 = -204580.528204
  nChanged 690
		SP:Iteration 1F (12477.010000 sec): 3 clusters
  Score: Raw -207495.614283 + Penalty 2459.891091 = -205035.723192
  nChanged 205
		SP:Iteration 2F (12477.010000 sec): 3 clusters
  Score: Raw -207737.834221 + Penalty 2459.891091 = -205277.943131
  nChanged 153
		SP:Iteration 3F (12477.020000 sec): 3 clusters
  Score: Raw -207911.134656 + Penalty 2459.891091 = -205451.243565
  nChanged 110
		SP:Iteration 4F (12477.020000 sec): 3 clusters
  Score: Raw -208073.329305 + Penalty 2459.891091 = -205613.438214
  nChanged 117
		SP:Iteration 5F (12477.030000 sec): 3 clusters
  Score: Raw -208233.434901 + Penalty 2459.891091 = -205773.543811
  nChanged 99
		SP:Iteration 6F (12477.030000 sec): 3 clusters
  Score: Raw -208359.132187 + Penalty 2459.891091 = -205899.241097
  nChanged 84
		SP:Iteration 7Q (12477.040000 sec): 3 clusters
  Score: Raw -208459.480769 + Penalty 2459.891091 = -205999.589679
  nChanged 58
		SP:Iteration 8Q (12477.040000 sec): 3 clusters
  Score: Raw -208512.054688 + Penalty 2459.891091 = -206052.163598
  nChanged 39
		SP:Iteration 9Q (12477.040000 sec): 3 clusters
  Score: Raw -208541.725802 + Penalty 2459.891091 = -206081.834712
  nChanged 27
		SP:Iteration 10Q (12477.050000 sec): 3 clusters
  Score: Raw -208562.000371 + Penalty 2459.891091 = -206102.109280
  nChanged 17
		SP:Iteration 11Q (12477.060000 sec): 3 clusters
  Score: Raw -208570.710900 + Penalty 2459.891091 = -206110.819809
  nChanged 14
		SP:Iteration 12Q (12477.060000 sec): 3 clusters
  Score: Raw -208578.657279 + Penalty 2459.891091 = -206118.766189
  nChanged 10
		SP:Iteration 13Q (12477.060000 sec): 3 clusters
  Score: Raw -208584.129155 + Penalty 2459.891091 = -206124.238064
  nChanged 6
		SP:Iteration 14Q (12477.070000 sec): 3 clusters
  Score: Raw -208590.813337 + Penalty 2459.891091 = -206130.922247
  nChanged 5
		SP:Iteration 15Q (12477.070000 sec): 3 clusters
  Score: Raw -208593.296085 + Penalty 2459.891091 = -206133.404994
  nChanged 1
		SP:Iteration 16Q (12477.080000 sec): 3 clusters
  Score: Raw -208593.431179 + Penalty 2459.891091 = -206133.540089
  nChanged 0
		SP:Iteration 17F (12477.080000 sec): 3 clusters
  Score: Raw -208593.431179 + Penalty 2459.891091 = -206133.540089
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12477.120000 sec): 2 clusters
  Score: Raw -1421389.999133 + Penalty 1531.779999 = -1419858.219134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12477.150000 sec): 3 clusters
  Score: Raw -1414157.696911 + Penalty 3063.559998 = -1411094.136913
  nChanged 5456
		SP:Iteration 1F (12477.180000 sec): 3 clusters
  Score: Raw -1417031.138049 + Penalty 3063.559998 = -1413967.578051
  nChanged 692
		SP:Iteration 2F (12477.210000 sec): 3 clusters
  Score: Raw -1417296.499396 + Penalty 3063.559998 = -1414232.939398
  nChanged 607
		SP:Iteration 3Q (12477.240000 sec): 3 clusters
  Score: Raw -1417521.086675 + Penalty 3063.559998 = -1414457.526677
  nChanged 506
		SP:Iteration 4Q (12477.270000 sec): 3 clusters
  Score: Raw -1417725.651495 + Penalty 3063.559998 = -1414662.091497
  nChanged 522
		SP:Iteration 5Q (12477.300000 sec): 3 clusters
  Score: Raw -1417954.695232 + Penalty 3063.559998 = -1414891.135235
  nChanged 531
		SP:Iteration 6Q (12477.340000 sec): 3 clusters
  Score: Raw -1418223.392727 + Penalty 3063.559998 = -1415159.832729
  nChanged 553
		SP:Iteration 7Q (12477.370000 sec): 3 clusters
  Score: Raw -1418537.820119 + Penalty 3063.559998 = -1415474.260121
  nChanged 575
		SP:Iteration 8Q (12477.400000 sec): 3 clusters
  Score: Raw -1418875.972434 + Penalty 3063.559998 = -1415812.412436
  nChanged 618
		SP:Iteration 9Q (12477.430000 sec): 3 clusters
  Score: Raw -1419257.282632 + Penalty 3063.559998 = -1416193.722635
  nChanged 646
		SP:Iteration 10F (12477.460000 sec): 3 clusters
  Score: Raw -1419685.974985 + Penalty 3063.559998 = -1416622.414987
  nChanged 640
		SP:Iteration 11F (12477.490000 sec): 3 clusters
  Score: Raw -1420133.436027 + Penalty 3063.559998 = -1417069.876029
  nChanged 608
		SP:Iteration 12Q (12477.520000 sec): 3 clusters
  Score: Raw -1420581.203488 + Penalty 3063.559998 = -1417517.643490
  nChanged 495
		SP:Iteration 13Q (12477.550000 sec): 3 clusters
  Score: Raw -1420960.426909 + Penalty 3063.559998 = -1417896.866911
  nChanged 373
		SP:Iteration 14Q (12477.580000 sec): 3 clusters
  Score: Raw -1421248.171638 + Penalty 3063.559998 = -1418184.611640
  nChanged 227
		SP:Iteration 15Q (12477.610000 sec): 3 clusters
  Score: Raw -1421420.326814 + Penalty 3063.559998 = -1418356.766816
  nChanged 144
		SP:Iteration 16Q (12477.640000 sec): 3 clusters
  Score: Raw -1421531.079763 + Penalty 3063.559998 = -1418467.519765
  nChanged 97
		SP:Iteration 17Q (12477.660000 sec): 3 clusters
  Score: Raw -1421608.049297 + Penalty 3063.559998 = -1418544.489299
  nChanged 47
		SP:Iteration 18Q (12477.690000 sec): 3 clusters
  Score: Raw -1421646.068560 + Penalty 3063.559998 = -1418582.508562
  nChanged 32
		SP:Iteration 19Q (12477.720000 sec): 3 clusters
  Score: Raw -1421666.132129 + Penalty 3063.559998 = -1418602.572131
  nChanged 18
		SP:Iteration 20F (12477.750000 sec): 3 clusters
  Score: Raw -1421680.375817 + Penalty 3063.559998 = -1418616.815819
  nChanged 16
		SP:Iteration 21Q (12477.780000 sec): 3 clusters
  Score: Raw -1421696.518519 + Penalty 3063.559998 = -1418632.958521
  nChanged 14
		SP:Iteration 22Q (12477.800000 sec): 3 clusters
  Score: Raw -1421708.900840 + Penalty 3063.559998 = -1418645.340842
  nChanged 8
		SP:Iteration 23Q (12477.820000 sec): 3 clusters
  Score: Raw -1421713.745217 + Penalty 3063.559998 = -1418650.185220
  nChanged 7
		SP:Iteration 24Q (12477.850000 sec): 3 clusters
  Score: Raw -1421720.984987 + Penalty 3063.559998 = -1418657.424989
  nChanged 11
		SP:Iteration 25Q (12477.880000 sec): 3 clusters
  Score: Raw -1421728.958543 + Penalty 3063.559998 = -1418665.398545
  nChanged 6
		SP:Iteration 26Q (12477.900000 sec): 3 clusters
  Score: Raw -1421733.439339 + Penalty 3063.559998 = -1418669.879342
  nChanged 3
		SP:Iteration 27Q (12477.920000 sec): 3 clusters
  Score: Raw -1421735.662501 + Penalty 3063.559998 = -1418672.102503
  nChanged 3
		SP:Iteration 28Q (12477.950000 sec): 3 clusters
  Score: Raw -1421739.857090 + Penalty 3063.559998 = -1418676.297093
  nChanged 5
		SP:Iteration 29Q (12477.980000 sec): 3 clusters
  Score: Raw -1421744.385925 + Penalty 3063.559998 = -1418680.825927
  nChanged 4
		SP:Iteration 30Q (12478.000000 sec): 3 clusters
  Score: Raw -1421749.061899 + Penalty 3063.559998 = -1418685.501901
  nChanged 1
		SP:Iteration 31Q (12478.020000 sec): 3 clusters
  Score: Raw -1421749.615574 + Penalty 3063.559998 = -1418686.055576
  nChanged 3
		SP:Iteration 32Q (12478.050000 sec): 3 clusters
  Score: Raw -1421751.271346 + Penalty 3063.559998 = -1418687.711348
  nChanged 0
		SP:Iteration 33F (12478.080000 sec): 3 clusters
  Score: Raw -1421751.271346 + Penalty 3063.559998 = -1418687.711348
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12478.100000 sec): 2 clusters
  Score: Raw -377830.362391 + Penalty 1314.690373 = -376515.672018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12478.100000 sec): 3 clusters
  Score: Raw -376256.251038 + Penalty 2629.380746 = -373626.870292
  nChanged 1240
		SP:Iteration 1F (12478.110000 sec): 3 clusters
  Score: Raw -377008.962011 + Penalty 2629.380746 = -374379.581265
  nChanged 258
		SP:Iteration 2F (12478.120000 sec): 3 clusters
  Score: Raw -377193.593159 + Penalty 2629.380746 = -374564.212412
  nChanged 172
		SP:Iteration 3F (12478.130000 sec): 3 clusters
  Score: Raw -377286.215172 + Penalty 2629.380746 = -374656.834425
  nChanged 136
		SP:Iteration 4Q (12478.140000 sec): 3 clusters
  Score: Raw -377368.666636 + Penalty 2629.380746 = -374739.285890
  nChanged 112
		SP:Iteration 5Q (12478.140000 sec): 3 clusters
  Score: Raw -377438.864811 + Penalty 2629.380746 = -374809.484065
  nChanged 86
		SP:Iteration 6Q (12478.150000 sec): 3 clusters
  Score: Raw -377480.821682 + Penalty 2629.380746 = -374851.440935
  nChanged 51
		SP:Iteration 7Q (12478.160000 sec): 3 clusters
  Score: Raw -377507.568713 + Penalty 2629.380746 = -374878.187966
  nChanged 65
		SP:Iteration 8Q (12478.170000 sec): 3 clusters
  Score: Raw -377535.677531 + Penalty 2629.380746 = -374906.296785
  nChanged 48
		SP:Iteration 9Q (12478.180000 sec): 3 clusters
  Score: Raw -377556.045121 + Penalty 2629.380746 = -374926.664375
  nChanged 41
		SP:Iteration 10Q (12478.180000 sec): 3 clusters
  Score: Raw -377580.306930 + Penalty 2629.380746 = -374950.926184
  nChanged 41
		SP:Iteration 11Q (12478.190000 sec): 3 clusters
  Score: Raw -377599.329987 + Penalty 2629.380746 = -374969.949241
  nChanged 39
		SP:Iteration 12Q (12478.200000 sec): 3 clusters
  Score: Raw -377618.205613 + Penalty 2629.380746 = -374988.824867
  nChanged 42
		SP:Iteration 13Q (12478.210000 sec): 3 clusters
  Score: Raw -377641.171048 + Penalty 2629.380746 = -375011.790301
  nChanged 49
		SP:Iteration 14Q (12478.220000 sec): 3 clusters
  Score: Raw -377672.432955 + Penalty 2629.380746 = -375043.052209
  nChanged 56
		SP:Iteration 15Q (12478.220000 sec): 3 clusters
  Score: Raw -377695.588618 + Penalty 2629.380746 = -375066.207871
  nChanged 37
		SP:Iteration 16Q (12478.230000 sec): 3 clusters
  Score: Raw -377711.738611 + Penalty 2629.380746 = -375082.357864
  nChanged 32
		SP:Iteration 17Q (12478.240000 sec): 3 clusters
  Score: Raw -377730.169962 + Penalty 2629.380746 = -375100.789216
  nChanged 40
		SP:Iteration 18Q (12478.250000 sec): 3 clusters
  Score: Raw -377751.717896 + Penalty 2629.380746 = -375122.337150
  nChanged 33
		SP:Iteration 19Q (12478.260000 sec): 3 clusters
  Score: Raw -377768.414165 + Penalty 2629.380746 = -375139.033419
  nChanged 38
		SP:Iteration 20F (12478.260000 sec): 3 clusters
  Score: Raw -377787.933494 + Penalty 2629.380746 = -375158.552748
  nChanged 36
		SP:Iteration 21Q (12478.270000 sec): 3 clusters
  Score: Raw -377801.671574 + Penalty 2629.380746 = -375172.290827
  nChanged 28
		SP:Iteration 22Q (12478.280000 sec): 3 clusters
  Score: Raw -377810.875606 + Penalty 2629.380746 = -375181.494860
  nChanged 22
		SP:Iteration 23Q (12478.290000 sec): 3 clusters
  Score: Raw -377818.644261 + Penalty 2629.380746 = -375189.263515
  nChanged 21
		SP:Iteration 24Q (12478.300000 sec): 3 clusters
  Score: Raw -377824.982381 + Penalty 2629.380746 = -375195.601635
  nChanged 18
		SP:Iteration 25Q (12478.300000 sec): 3 clusters
  Score: Raw -377830.565832 + Penalty 2629.380746 = -375201.185086
  nChanged 15
		SP:Iteration 26Q (12478.310000 sec): 3 clusters
  Score: Raw -377835.097855 + Penalty 2629.380746 = -375205.717109
  nChanged 17
		SP:Iteration 27Q (12478.320000 sec): 3 clusters
  Score: Raw -377839.806312 + Penalty 2629.380746 = -375210.425566
  nChanged 8
		SP:Iteration 28Q (12478.320000 sec): 3 clusters
  Score: Raw -377842.117884 + Penalty 2629.380746 = -375212.737138
  nChanged 6
		SP:Iteration 29Q (12478.330000 sec): 3 clusters
  Score: Raw -377843.885517 + Penalty 2629.380746 = -375214.504770
  nChanged 10
		SP:Iteration 30Q (12478.340000 sec): 3 clusters
  Score: Raw -377847.416253 + Penalty 2629.380746 = -375218.035506
  nChanged 4
		SP:Iteration 31Q (12478.350000 sec): 3 clusters
  Score: Raw -377848.438703 + Penalty 2629.380746 = -375219.057957
  nChanged 8
		SP:Iteration 32Q (12478.360000 sec): 3 clusters
  Score: Raw -377850.591144 + Penalty 2629.380746 = -375221.210398
  nChanged 9
		SP:Iteration 33Q (12478.360000 sec): 3 clusters
  Score: Raw -377853.746341 + Penalty 2629.380746 = -375224.365595
  nChanged 9
		SP:Iteration 34Q (12478.370000 sec): 3 clusters
  Score: Raw -377857.977977 + Penalty 2629.380746 = -375228.597230
  nChanged 13
		SP:Iteration 35Q (12478.380000 sec): 3 clusters
  Score: Raw -377861.630319 + Penalty 2629.380746 = -375232.249572
  nChanged 9
		SP:Iteration 36Q (12478.390000 sec): 3 clusters
  Score: Raw -377864.029797 + Penalty 2629.380746 = -375234.649050
  nChanged 7
		SP:Iteration 37Q (12478.400000 sec): 3 clusters
  Score: Raw -377865.462615 + Penalty 2629.380746 = -375236.081869
  nChanged 5
		SP:Iteration 38Q (12478.400000 sec): 3 clusters
  Score: Raw -377866.435638 + Penalty 2629.380746 = -375237.054891
  nChanged 6
		SP:Iteration 39Q (12478.410000 sec): 3 clusters
  Score: Raw -377867.854946 + Penalty 2629.380746 = -375238.474200
  nChanged 6
		SP:Iteration 40F (12478.420000 sec): 3 clusters
  Score: Raw -377869.344925 + Penalty 2629.380746 = -375239.964178
  nChanged 5
		SP:Iteration 41Q (12478.430000 sec): 3 clusters
  Score: Raw -377870.739774 + Penalty 2629.380746 = -375241.359027
  nChanged 4
		SP:Iteration 42Q (12478.440000 sec): 3 clusters
  Score: Raw -377871.823531 + Penalty 2629.380746 = -375242.442784
  nChanged 2
		SP:Iteration 43Q (12478.440000 sec): 3 clusters
  Score: Raw -377872.488339 + Penalty 2629.380746 = -375243.107593
  nChanged 1
		SP:Iteration 44Q (12478.450000 sec): 3 clusters
  Score: Raw -377872.663566 + Penalty 2629.380746 = -375243.282820
  nChanged 0
		SP:Iteration 45F (12478.460000 sec): 3 clusters
  Score: Raw -377872.663566 + Penalty 2629.380746 = -375243.282820
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12478.460000 sec): 2 clusters
  Score: Raw -27136.233190 + Penalty 913.902845 = -26222.330345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12478.470000 sec): 3 clusters
  Score: Raw -27220.711602 + Penalty 1827.805690 = -25392.905913
  nChanged 51
		SP:Iteration 1F (12478.470000 sec): 3 clusters
  Score: Raw -27362.322012 + Penalty 1827.805690 = -25534.516322
  nChanged 18
		SP:Iteration 2F (12478.470000 sec): 3 clusters
  Score: Raw -27470.058763 + Penalty 1827.805690 = -25642.253073
  nChanged 15
		SP:Iteration 3F (12478.470000 sec): 3 clusters
  Score: Raw -27524.036626 + Penalty 1827.805690 = -25696.230937
  nChanged 8
		SP:Iteration 4Q (12478.470000 sec): 3 clusters
  Score: Raw -27547.125650 + Penalty 1827.805690 = -25719.319961
  nChanged 1
		SP:Iteration 5Q (12478.470000 sec): 3 clusters
  Score: Raw -27550.539690 + Penalty 1827.805690 = -25722.734000
  nChanged 0
		SP:Iteration 6F (12478.470000 sec): 3 clusters
  Score: Raw -27550.539690 + Penalty 1827.805690 = -25722.734000
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12478.520000 sec): 2 clusters
  Score: Raw -2042856.841008 + Penalty 1592.096308 = -2041264.744700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12478.570000 sec): 3 clusters
  Score: Raw -2032163.370436 + Penalty 3184.192615 = -2028979.177821
  nChanged 8042
		SP:Iteration 1F (12478.620000 sec): 3 clusters
  Score: Raw -2036631.056466 + Penalty 3184.192615 = -2033446.863851
  nChanged 1156
		SP:Iteration 2F (12478.670000 sec): 3 clusters
  Score: Raw -2037287.708837 + Penalty 3184.192615 = -2034103.516222
  nChanged 1257
		SP:Iteration 3F (12478.710000 sec): 3 clusters
  Score: Raw -2038129.777890 + Penalty 3184.192615 = -2034945.585275
  nChanged 1373
		SP:Iteration 4F (12478.760000 sec): 3 clusters
  Score: Raw -2039115.771186 + Penalty 3184.192615 = -2035931.578571
  nChanged 1379
		SP:Iteration 5F (12478.810000 sec): 3 clusters
  Score: Raw -2040060.222278 + Penalty 3184.192615 = -2036876.029662
  nChanged 1184
		SP:Iteration 6F (12478.860000 sec): 3 clusters
  Score: Raw -2040762.214917 + Penalty 3184.192615 = -2037578.022302
  nChanged 974
		SP:Iteration 7F (12478.900000 sec): 3 clusters
  Score: Raw -2041305.991238 + Penalty 3184.192615 = -2038121.798623
  nChanged 853
		SP:Iteration 8Q (12478.950000 sec): 3 clusters
  Score: Raw -2041821.509620 + Penalty 3184.192615 = -2038637.317005
  nChanged 813
		SP:Iteration 9Q (12479.000000 sec): 3 clusters
  Score: Raw -2042309.446360 + Penalty 3184.192615 = -2039125.253745
  nChanged 710
		SP:Iteration 10Q (12479.040000 sec): 3 clusters
  Score: Raw -2042737.728389 + Penalty 3184.192615 = -2039553.535774
  nChanged 594
		SP:Iteration 11Q (12479.090000 sec): 3 clusters
  Score: Raw -2043100.473179 + Penalty 3184.192615 = -2039916.280564
  nChanged 493
		SP:Iteration 12Q (12479.140000 sec): 3 clusters
  Score: Raw -2043376.650498 + Penalty 3184.192615 = -2040192.457883
  nChanged 353
		SP:Iteration 13Q (12479.180000 sec): 3 clusters
  Score: Raw -2043537.502008 + Penalty 3184.192615 = -2040353.309393
  nChanged 245
		SP:Iteration 14Q (12479.230000 sec): 3 clusters
  Score: Raw -2043637.599418 + Penalty 3184.192615 = -2040453.406803
  nChanged 203
		SP:Iteration 15Q (12479.280000 sec): 3 clusters
  Score: Raw -2043714.229048 + Penalty 3184.192615 = -2040530.036433
  nChanged 189
		SP:Iteration 16Q (12479.320000 sec): 3 clusters
  Score: Raw -2043776.372582 + Penalty 3184.192615 = -2040592.179967
  nChanged 143
		SP:Iteration 17Q (12479.370000 sec): 3 clusters
  Score: Raw -2043823.320957 + Penalty 3184.192615 = -2040639.128342
  nChanged 111
		SP:Iteration 18Q (12479.410000 sec): 3 clusters
  Score: Raw -2043853.178597 + Penalty 3184.192615 = -2040668.985982
  nChanged 92
		SP:Iteration 19Q (12479.460000 sec): 3 clusters
  Score: Raw -2043876.682402 + Penalty 3184.192615 = -2040692.489787
  nChanged 68
		SP:Iteration 20F (12479.500000 sec): 3 clusters
  Score: Raw -2043892.533320 + Penalty 3184.192615 = -2040708.340705
  nChanged 54
		SP:Iteration 21Q (12479.550000 sec): 3 clusters
  Score: Raw -2043905.943769 + Penalty 3184.192615 = -2040721.751154
  nChanged 39
		SP:Iteration 22Q (12479.600000 sec): 3 clusters
  Score: Raw -2043915.777046 + Penalty 3184.192615 = -2040731.584431
  nChanged 26
		SP:Iteration 23Q (12479.640000 sec): 3 clusters
  Score: Raw -2043920.920738 + Penalty 3184.192615 = -2040736.728123
  nChanged 30
		SP:Iteration 24Q (12479.690000 sec): 3 clusters
  Score: Raw -2043925.080724 + Penalty 3184.192615 = -2040740.888109
  nChanged 17
		SP:Iteration 25Q (12479.730000 sec): 3 clusters
  Score: Raw -2043927.976159 + Penalty 3184.192615 = -2040743.783544
  nChanged 13
		SP:Iteration 26Q (12479.780000 sec): 3 clusters
  Score: Raw -2043930.625531 + Penalty 3184.192615 = -2040746.432915
  nChanged 23
		SP:Iteration 27Q (12479.820000 sec): 3 clusters
  Score: Raw -2043935.496560 + Penalty 3184.192615 = -2040751.303945
  nChanged 19
		SP:Iteration 28Q (12479.870000 sec): 3 clusters
  Score: Raw -2043939.242053 + Penalty 3184.192615 = -2040755.049438
  nChanged 19
		SP:Iteration 29Q (12479.910000 sec): 3 clusters
  Score: Raw -2043942.845503 + Penalty 3184.192615 = -2040758.652888
  nChanged 17
		SP:Iteration 30Q (12479.960000 sec): 3 clusters
  Score: Raw -2043946.433065 + Penalty 3184.192615 = -2040762.240450
  nChanged 12
		SP:Iteration 31Q (12480.000000 sec): 3 clusters
  Score: Raw -2043948.280524 + Penalty 3184.192615 = -2040764.087909
  nChanged 4
		SP:Iteration 32Q (12480.050000 sec): 3 clusters
  Score: Raw -2043948.887145 + Penalty 3184.192615 = -2040764.694529
  nChanged 8
		SP:Iteration 33Q (12480.090000 sec): 3 clusters
  Score: Raw -2043950.165628 + Penalty 3184.192615 = -2040765.973013
  nChanged 6
		SP:Iteration 34Q (12480.140000 sec): 3 clusters
  Score: Raw -2043951.274465 + Penalty 3184.192615 = -2040767.081850
  nChanged 4
		SP:Iteration 35Q (12480.180000 sec): 3 clusters
  Score: Raw -2043951.767274 + Penalty 3184.192615 = -2040767.574659
  nChanged 4
		SP:Iteration 36Q (12480.230000 sec): 3 clusters
  Score: Raw -2043952.135387 + Penalty 3184.192615 = -2040767.942772
  nChanged 2
		SP:Iteration 37Q (12480.280000 sec): 3 clusters
  Score: Raw -2043952.586167 + Penalty 3184.192615 = -2040768.393552
  nChanged 4
		SP:Iteration 38Q (12480.320000 sec): 3 clusters
  Score: Raw -2043953.308557 + Penalty 3184.192615 = -2040769.115942
  nChanged 5
		SP:Iteration 39Q (12480.360000 sec): 3 clusters
  Score: Raw -2043954.473544 + Penalty 3184.192615 = -2040770.280929
  nChanged 5
		SP:Iteration 40F (12480.410000 sec): 3 clusters
  Score: Raw -2043955.836676 + Penalty 3184.192615 = -2040771.644061
  nChanged 11
		SP:Iteration 41Q (12480.460000 sec): 3 clusters
  Score: Raw -2043958.155501 + Penalty 3184.192615 = -2040773.962885
  nChanged 9
		SP:Iteration 42Q (12480.500000 sec): 3 clusters
  Score: Raw -2043959.728741 + Penalty 3184.192615 = -2040775.536126
  nChanged 9
		SP:Iteration 43Q (12480.540000 sec): 3 clusters
  Score: Raw -2043961.281721 + Penalty 3184.192615 = -2040777.089106
  nChanged 8
		SP:Iteration 44Q (12480.590000 sec): 3 clusters
  Score: Raw -2043962.939260 + Penalty 3184.192615 = -2040778.746645
  nChanged 11
		SP:Iteration 45Q (12480.640000 sec): 3 clusters
  Score: Raw -2043965.268232 + Penalty 3184.192615 = -2040781.075617
  nChanged 8
		SP:Iteration 46Q (12480.680000 sec): 3 clusters
  Score: Raw -2043967.555686 + Penalty 3184.192615 = -2040783.363071
  nChanged 9
		SP:Iteration 47Q (12480.720000 sec): 3 clusters
  Score: Raw -2043970.067429 + Penalty 3184.192615 = -2040785.874813
  nChanged 16
		SP:Iteration 48Q (12480.770000 sec): 3 clusters
  Score: Raw -2043973.307066 + Penalty 3184.192615 = -2040789.114451
  nChanged 19
		SP:Iteration 49Q (12480.810000 sec): 3 clusters
  Score: Raw -2043979.140676 + Penalty 3184.192615 = -2040794.948060
  nChanged 26
		SP:Iteration 50Q (12480.860000 sec): 3 clusters
  Score: Raw -2043987.245822 + Penalty 3184.192615 = -2040803.053207
  nChanged 29
		SP:Iteration 51Q (12480.900000 sec): 3 clusters
  Score: Raw -2043996.693116 + Penalty 3184.192615 = -2040812.500501
  nChanged 28
		SP:Iteration 52Q (12480.950000 sec): 3 clusters
  Score: Raw -2044007.329722 + Penalty 3184.192615 = -2040823.137106
  nChanged 28
		SP:Iteration 53Q (12480.990000 sec): 3 clusters
  Score: Raw -2044016.717234 + Penalty 3184.192615 = -2040832.524619
  nChanged 19
		SP:Iteration 54Q (12481.040000 sec): 3 clusters
  Score: Raw -2044023.390581 + Penalty 3184.192615 = -2040839.197966
  nChanged 29
		SP:Iteration 55Q (12481.080000 sec): 3 clusters
  Score: Raw -2044032.518215 + Penalty 3184.192615 = -2040848.325600
  nChanged 29
		SP:Iteration 56Q (12481.130000 sec): 3 clusters
  Score: Raw -2044040.278906 + Penalty 3184.192615 = -2040856.086291
  nChanged 32
		SP:Iteration 57Q (12481.170000 sec): 3 clusters
  Score: Raw -2044049.862535 + Penalty 3184.192615 = -2040865.669919
  nChanged 25
		SP:Iteration 58Q (12481.220000 sec): 3 clusters
  Score: Raw -2044058.180597 + Penalty 3184.192615 = -2040873.987982
  nChanged 25
		SP:Iteration 59Q (12481.260000 sec): 3 clusters
  Score: Raw -2044068.042512 + Penalty 3184.192615 = -2040883.849897
  nChanged 19
		SP:Iteration 60F (12481.300000 sec): 3 clusters
  Score: Raw -2044076.882593 + Penalty 3184.192615 = -2040892.689978
  nChanged 21
		SP:Iteration 61Q (12481.350000 sec): 3 clusters
  Score: Raw -2044084.710229 + Penalty 3184.192615 = -2040900.517613
  nChanged 15
		SP:Iteration 62Q (12481.400000 sec): 3 clusters
  Score: Raw -2044088.268424 + Penalty 3184.192615 = -2040904.075809
  nChanged 11
		SP:Iteration 63Q (12481.440000 sec): 3 clusters
  Score: Raw -2044091.418382 + Penalty 3184.192615 = -2040907.225767
  nChanged 15
		SP:Iteration 64Q (12481.480000 sec): 3 clusters
  Score: Raw -2044094.943498 + Penalty 3184.192615 = -2040910.750883
  nChanged 7
		SP:Iteration 65Q (12481.530000 sec): 3 clusters
  Score: Raw -2044096.071187 + Penalty 3184.192615 = -2040911.878572
  nChanged 6
		SP:Iteration 66Q (12481.570000 sec): 3 clusters
  Score: Raw -2044097.235972 + Penalty 3184.192615 = -2040913.043357
  nChanged 2
		SP:Iteration 67Q (12481.620000 sec): 3 clusters
  Score: Raw -2044097.655810 + Penalty 3184.192615 = -2040913.463195
  nChanged 3
		SP:Iteration 68Q (12481.660000 sec): 3 clusters
  Score: Raw -2044097.891836 + Penalty 3184.192615 = -2040913.699221
  nChanged 4
		SP:Iteration 69Q (12481.700000 sec): 3 clusters
  Score: Raw -2044098.445687 + Penalty 3184.192615 = -2040914.253072
  nChanged 0
		SP:Iteration 70F (12481.750000 sec): 3 clusters
  Score: Raw -2044098.445687 + Penalty 3184.192615 = -2040914.253072
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (7782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12481.780000 sec): 2 clusters
  Score: Raw -859185.896725 + Penalty 1455.929906 = -857729.966819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12481.800000 sec): 3 clusters
  Score: Raw -854920.542792 + Penalty 2911.859812 = -852008.682979
  nChanged 3276
		SP:Iteration 1F (12481.820000 sec): 3 clusters
  Score: Raw -856690.247113 + Penalty 2911.859812 = -853778.387300
  nChanged 548
		SP:Iteration 2F (12481.840000 sec): 3 clusters
  Score: Raw -857018.737531 + Penalty 2911.859812 = -854106.877719
  nChanged 529
		SP:Iteration 3F (12481.860000 sec): 3 clusters
  Score: Raw -857383.783333 + Penalty 2911.859812 = -854471.923521
  nChanged 533
		SP:Iteration 4F (12481.880000 sec): 3 clusters
  Score: Raw -857760.398541 + Penalty 2911.859812 = -854848.538728
  nChanged 474
		SP:Iteration 5F (12481.890000 sec): 3 clusters
  Score: Raw -858094.358942 + Penalty 2911.859812 = -855182.499129
  nChanged 448
		SP:Iteration 6F (12481.910000 sec): 3 clusters
  Score: Raw -858377.646736 + Penalty 2911.859812 = -855465.786923
  nChanged 369
		SP:Iteration 7Q (12481.930000 sec): 3 clusters
  Score: Raw -858598.336999 + Penalty 2911.859812 = -855686.477187
  nChanged 339
		SP:Iteration 8Q (12481.950000 sec): 3 clusters
  Score: Raw -858773.886745 + Penalty 2911.859812 = -855862.026933
  nChanged 242
		SP:Iteration 9Q (12481.970000 sec): 3 clusters
  Score: Raw -858899.222249 + Penalty 2911.859812 = -855987.362436
  nChanged 206
		SP:Iteration 10Q (12481.990000 sec): 3 clusters
  Score: Raw -858998.903628 + Penalty 2911.859812 = -856087.043816
  nChanged 158
		SP:Iteration 11Q (12482.010000 sec): 3 clusters
  Score: Raw -859071.972604 + Penalty 2911.859812 = -856160.112792
  nChanged 150
		SP:Iteration 12Q (12482.020000 sec): 3 clusters
  Score: Raw -859141.720048 + Penalty 2911.859812 = -856229.860236
  nChanged 119
		SP:Iteration 13Q (12482.040000 sec): 3 clusters
  Score: Raw -859202.505760 + Penalty 2911.859812 = -856290.645948
  nChanged 118
		SP:Iteration 14Q (12482.060000 sec): 3 clusters
  Score: Raw -859260.554521 + Penalty 2911.859812 = -856348.694708
  nChanged 91
		SP:Iteration 15Q (12482.080000 sec): 3 clusters
  Score: Raw -859303.164567 + Penalty 2911.859812 = -856391.304755
  nChanged 109
		SP:Iteration 16Q (12482.100000 sec): 3 clusters
  Score: Raw -859355.511123 + Penalty 2911.859812 = -856443.651310
  nChanged 94
		SP:Iteration 17Q (12482.120000 sec): 3 clusters
  Score: Raw -859396.487431 + Penalty 2911.859812 = -856484.627619
  nChanged 73
		SP:Iteration 18Q (12482.140000 sec): 3 clusters
  Score: Raw -859425.277948 + Penalty 2911.859812 = -856513.418135
  nChanged 63
		SP:Iteration 19Q (12482.150000 sec): 3 clusters
  Score: Raw -859449.360778 + Penalty 2911.859812 = -856537.500965
  nChanged 45
		SP:Iteration 20F (12482.170000 sec): 3 clusters
  Score: Raw -859464.725018 + Penalty 2911.859812 = -856552.865205
  nChanged 42
		SP:Iteration 21Q (12482.190000 sec): 3 clusters
  Score: Raw -859480.731924 + Penalty 2911.859812 = -856568.872112
  nChanged 39
		SP:Iteration 22Q (12482.210000 sec): 3 clusters
  Score: Raw -859496.326769 + Penalty 2911.859812 = -856584.466957
  nChanged 33
		SP:Iteration 23Q (12482.230000 sec): 3 clusters
  Score: Raw -859508.508932 + Penalty 2911.859812 = -856596.649120
  nChanged 27
		SP:Iteration 24Q (12482.240000 sec): 3 clusters
  Score: Raw -859519.217083 + Penalty 2911.859812 = -856607.357270
  nChanged 19
		SP:Iteration 25Q (12482.260000 sec): 3 clusters
  Score: Raw -859527.159366 + Penalty 2911.859812 = -856615.299553
  nChanged 22
		SP:Iteration 26Q (12482.280000 sec): 3 clusters
  Score: Raw -859535.600346 + Penalty 2911.859812 = -856623.740534
  nChanged 20
		SP:Iteration 27Q (12482.300000 sec): 3 clusters
  Score: Raw -859544.032064 + Penalty 2911.859812 = -856632.172251
  nChanged 23
		SP:Iteration 28Q (12482.320000 sec): 3 clusters
  Score: Raw -859553.626658 + Penalty 2911.859812 = -856641.766846
  nChanged 24
		SP:Iteration 29Q (12482.340000 sec): 3 clusters
  Score: Raw -859562.544186 + Penalty 2911.859812 = -856650.684374
  nChanged 20
		SP:Iteration 30Q (12482.350000 sec): 3 clusters
  Score: Raw -859570.169519 + Penalty 2911.859812 = -856658.309706
  nChanged 17
		SP:Iteration 31Q (12482.370000 sec): 3 clusters
  Score: Raw -859576.877788 + Penalty 2911.859812 = -856665.017976
  nChanged 18
		SP:Iteration 32Q (12482.390000 sec): 3 clusters
  Score: Raw -859582.655654 + Penalty 2911.859812 = -856670.795842
  nChanged 18
		SP:Iteration 33Q (12482.400000 sec): 3 clusters
  Score: Raw -859590.044987 + Penalty 2911.859812 = -856678.185174
  nChanged 17
		SP:Iteration 34Q (12482.420000 sec): 3 clusters
  Score: Raw -859597.132699 + Penalty 2911.859812 = -856685.272887
  nChanged 17
		SP:Iteration 35Q (12482.440000 sec): 3 clusters
  Score: Raw -859603.486909 + Penalty 2911.859812 = -856691.627097
  nChanged 11
		SP:Iteration 36Q (12482.460000 sec): 3 clusters
  Score: Raw -859607.174732 + Penalty 2911.859812 = -856695.314919
  nChanged 10
		SP:Iteration 37Q (12482.480000 sec): 3 clusters
  Score: Raw -859610.512794 + Penalty 2911.859812 = -856698.652982
  nChanged 7
		SP:Iteration 38Q (12482.490000 sec): 3 clusters
  Score: Raw -859613.380445 + Penalty 2911.859812 = -856701.520633
  nChanged 10
		SP:Iteration 39Q (12482.510000 sec): 3 clusters
  Score: Raw -859616.418385 + Penalty 2911.859812 = -856704.558572
  nChanged 2
		SP:Iteration 40F (12482.530000 sec): 3 clusters
  Score: Raw -859616.698534 + Penalty 2911.859812 = -856704.838721
  nChanged 3
		SP:Iteration 41Q (12482.550000 sec): 3 clusters
  Score: Raw -859617.442657 + Penalty 2911.859812 = -856705.582845
  nChanged 5
		SP:Iteration 42Q (12482.560000 sec): 3 clusters
  Score: Raw -859619.860973 + Penalty 2911.859812 = -856708.001161
  nChanged 5
		SP:Iteration 43Q (12482.580000 sec): 3 clusters
  Score: Raw -859621.751799 + Penalty 2911.859812 = -856709.891987
  nChanged 4
		SP:Iteration 44Q (12482.600000 sec): 3 clusters
  Score: Raw -859622.870062 + Penalty 2911.859812 = -856711.010249
  nChanged 4
		SP:Iteration 45Q (12482.620000 sec): 3 clusters
  Score: Raw -859624.243948 + Penalty 2911.859812 = -856712.384136
  nChanged 6
		SP:Iteration 46Q (12482.630000 sec): 3 clusters
  Score: Raw -859625.934709 + Penalty 2911.859812 = -856714.074897
  nChanged 6
		SP:Iteration 47Q (12482.650000 sec): 3 clusters
  Score: Raw -859627.559982 + Penalty 2911.859812 = -856715.700170
  nChanged 7
		SP:Iteration 48Q (12482.670000 sec): 3 clusters
  Score: Raw -859630.527329 + Penalty 2911.859812 = -856718.667517
  nChanged 11
		SP:Iteration 49Q (12482.680000 sec): 3 clusters
  Score: Raw -859635.837417 + Penalty 2911.859812 = -856723.977605
  nChanged 10
		SP:Iteration 50Q (12482.700000 sec): 3 clusters
  Score: Raw -859642.277787 + Penalty 2911.859812 = -856730.417974
  nChanged 8
		SP:Iteration 51Q (12482.720000 sec): 3 clusters
  Score: Raw -859647.060292 + Penalty 2911.859812 = -856735.200480
  nChanged 10
		SP:Iteration 52Q (12482.740000 sec): 3 clusters
  Score: Raw -859652.111600 + Penalty 2911.859812 = -856740.251788
  nChanged 10
		SP:Iteration 53Q (12482.750000 sec): 3 clusters
  Score: Raw -859657.803107 + Penalty 2911.859812 = -856745.943295
  nChanged 7
		SP:Iteration 54Q (12482.770000 sec): 3 clusters
  Score: Raw -859660.148968 + Penalty 2911.859812 = -856748.289156
  nChanged 1
		SP:Iteration 55Q (12482.790000 sec): 3 clusters
  Score: Raw -859661.323119 + Penalty 2911.859812 = -856749.463307
  nChanged 5
		SP:Iteration 56Q (12482.800000 sec): 3 clusters
  Score: Raw -859663.351296 + Penalty 2911.859812 = -856751.491484
  nChanged 5
		SP:Iteration 57Q (12482.820000 sec): 3 clusters
  Score: Raw -859664.904485 + Penalty 2911.859812 = -856753.044673
  nChanged 4
		SP:Iteration 58Q (12482.840000 sec): 3 clusters
  Score: Raw -859665.564452 + Penalty 2911.859812 = -856753.704640
  nChanged 3
		SP:Iteration 59Q (12482.850000 sec): 3 clusters
  Score: Raw -859666.123063 + Penalty 2911.859812 = -856754.263250
  nChanged 1
		SP:Iteration 60F (12482.870000 sec): 3 clusters
  Score: Raw -859666.526969 + Penalty 2911.859812 = -856754.667157
  nChanged 2
		SP:Iteration 61Q (12482.890000 sec): 3 clusters
  Score: Raw -859667.290316 + Penalty 2911.859812 = -856755.430504
  nChanged 3
		SP:Iteration 62Q (12482.910000 sec): 3 clusters
  Score: Raw -859668.925818 + Penalty 2911.859812 = -856757.066006
  nChanged 3
		SP:Iteration 63Q (12482.920000 sec): 3 clusters
  Score: Raw -859670.051656 + Penalty 2911.859812 = -856758.191844
  nChanged 5
		SP:Iteration 64Q (12482.940000 sec): 3 clusters
  Score: Raw -859671.655421 + Penalty 2911.859812 = -856759.795608
  nChanged 2
		SP:Iteration 65Q (12482.960000 sec): 3 clusters
  Score: Raw -859672.171855 + Penalty 2911.859812 = -856760.312042
  nChanged 2
		SP:Iteration 66Q (12482.970000 sec): 3 clusters
  Score: Raw -859672.624321 + Penalty 2911.859812 = -856760.764509
  nChanged 1
		SP:Iteration 67Q (12482.990000 sec): 3 clusters
  Score: Raw -859673.011969 + Penalty 2911.859812 = -856761.152157
  nChanged 0
		SP:Iteration 68F (12483.010000 sec): 3 clusters
  Score: Raw -859673.011969 + Penalty 2911.859812 = -856761.152157
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12483.020000 sec): 2 clusters
  Score: Raw -387350.684406 + Penalty 1331.292702 = -386019.391704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12483.030000 sec): 3 clusters
  Score: Raw -385642.104902 + Penalty 2662.585403 = -382979.519499
  nChanged 1446
		SP:Iteration 1F (12483.040000 sec): 3 clusters
  Score: Raw -386681.101991 + Penalty 2662.585403 = -384018.516588
  nChanged 335
		SP:Iteration 2F (12483.050000 sec): 3 clusters
  Score: Raw -386924.703858 + Penalty 2662.585403 = -384262.118455
  nChanged 216
		SP:Iteration 3F (12483.060000 sec): 3 clusters
  Score: Raw -387064.881212 + Penalty 2662.585403 = -384402.295808
  nChanged 153
		SP:Iteration 4Q (12483.060000 sec): 3 clusters
  Score: Raw -387168.721769 + Penalty 2662.585403 = -384506.136366
  nChanged 121
		SP:Iteration 5Q (12483.080000 sec): 3 clusters
  Score: Raw -387260.450269 + Penalty 2662.585403 = -384597.864866
  nChanged 127
		SP:Iteration 6Q (12483.080000 sec): 3 clusters
  Score: Raw -387348.778732 + Penalty 2662.585403 = -384686.193329
  nChanged 92
		SP:Iteration 7Q (12483.090000 sec): 3 clusters
  Score: Raw -387415.425206 + Penalty 2662.585403 = -384752.839803
  nChanged 82
		SP:Iteration 8Q (12483.100000 sec): 3 clusters
  Score: Raw -387473.557059 + Penalty 2662.585403 = -384810.971656
  nChanged 85
		SP:Iteration 9Q (12483.110000 sec): 3 clusters
  Score: Raw -387528.884493 + Penalty 2662.585403 = -384866.299090
  nChanged 75
		SP:Iteration 10Q (12483.120000 sec): 3 clusters
  Score: Raw -387577.882926 + Penalty 2662.585403 = -384915.297522
  nChanged 61
		SP:Iteration 11Q (12483.130000 sec): 3 clusters
  Score: Raw -387617.907271 + Penalty 2662.585403 = -384955.321867
  nChanged 55
		SP:Iteration 12Q (12483.140000 sec): 3 clusters
  Score: Raw -387649.202438 + Penalty 2662.585403 = -384986.617035
  nChanged 44
		SP:Iteration 13Q (12483.140000 sec): 3 clusters
  Score: Raw -387665.233002 + Penalty 2662.585403 = -385002.647599
  nChanged 31
		SP:Iteration 14Q (12483.150000 sec): 3 clusters
  Score: Raw -387677.253177 + Penalty 2662.585403 = -385014.667774
  nChanged 26
		SP:Iteration 15Q (12483.160000 sec): 3 clusters
  Score: Raw -387689.732862 + Penalty 2662.585403 = -385027.147459
  nChanged 31
		SP:Iteration 16Q (12483.170000 sec): 3 clusters
  Score: Raw -387699.984278 + Penalty 2662.585403 = -385037.398875
  nChanged 21
		SP:Iteration 17Q (12483.180000 sec): 3 clusters
  Score: Raw -387705.486930 + Penalty 2662.585403 = -385042.901527
  nChanged 17
		SP:Iteration 18Q (12483.180000 sec): 3 clusters
  Score: Raw -387710.154032 + Penalty 2662.585403 = -385047.568629
  nChanged 12
		SP:Iteration 19Q (12483.190000 sec): 3 clusters
  Score: Raw -387713.709135 + Penalty 2662.585403 = -385051.123732
  nChanged 12
		SP:Iteration 20F (12483.200000 sec): 3 clusters
  Score: Raw -387718.750032 + Penalty 2662.585403 = -385056.164629
  nChanged 20
		SP:Iteration 21Q (12483.210000 sec): 3 clusters
  Score: Raw -387728.890165 + Penalty 2662.585403 = -385066.304762
  nChanged 24
		SP:Iteration 22Q (12483.220000 sec): 3 clusters
  Score: Raw -387735.973146 + Penalty 2662.585403 = -385073.387743
  nChanged 13
		SP:Iteration 23Q (12483.230000 sec): 3 clusters
  Score: Raw -387740.769533 + Penalty 2662.585403 = -385078.184130
  nChanged 11
		SP:Iteration 24Q (12483.240000 sec): 3 clusters
  Score: Raw -387744.283778 + Penalty 2662.585403 = -385081.698375
  nChanged 6
		SP:Iteration 25Q (12483.240000 sec): 3 clusters
  Score: Raw -387745.731509 + Penalty 2662.585403 = -385083.146106
  nChanged 5
		SP:Iteration 26Q (12483.250000 sec): 3 clusters
  Score: Raw -387747.442475 + Penalty 2662.585403 = -385084.857072
  nChanged 7
		SP:Iteration 27Q (12483.260000 sec): 3 clusters
  Score: Raw -387749.505792 + Penalty 2662.585403 = -385086.920389
  nChanged 6
		SP:Iteration 28Q (12483.270000 sec): 3 clusters
  Score: Raw -387751.325937 + Penalty 2662.585403 = -385088.740534
  nChanged 4
		SP:Iteration 29Q (12483.280000 sec): 3 clusters
  Score: Raw -387752.150604 + Penalty 2662.585403 = -385089.565201
  nChanged 0
		SP:Iteration 30F (12483.280000 sec): 3 clusters
  Score: Raw -387752.150604 + Penalty 2662.585403 = -385089.565201
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12483.290000 sec): 2 clusters
  Score: Raw -159646.094486 + Penalty 1185.446668 = -158460.647818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12483.300000 sec): 3 clusters
  Score: Raw -159072.043313 + Penalty 2370.893335 = -156701.149978
  nChanged 509
		SP:Iteration 1F (12483.300000 sec): 3 clusters
  Score: Raw -159458.379159 + Penalty 2370.893335 = -157087.485824
  nChanged 123
		SP:Iteration 2F (12483.300000 sec): 3 clusters
  Score: Raw -159563.997276 + Penalty 2370.893335 = -157193.103941
  nChanged 61
		SP:Iteration 3Q (12483.310000 sec): 3 clusters
  Score: Raw -159617.652319 + Penalty 2370.893335 = -157246.758984
  nChanged 45
		SP:Iteration 4Q (12483.310000 sec): 3 clusters
  Score: Raw -159659.531762 + Penalty 2370.893335 = -157288.638426
  nChanged 36
		SP:Iteration 5Q (12483.320000 sec): 3 clusters
  Score: Raw -159683.884314 + Penalty 2370.893335 = -157312.990979
  nChanged 24
		SP:Iteration 6Q (12483.320000 sec): 3 clusters
  Score: Raw -159704.165708 + Penalty 2370.893335 = -157333.272372
  nChanged 13
		SP:Iteration 7Q (12483.320000 sec): 3 clusters
  Score: Raw -159714.727344 + Penalty 2370.893335 = -157343.834009
  nChanged 16
		SP:Iteration 8Q (12483.320000 sec): 3 clusters
  Score: Raw -159725.983178 + Penalty 2370.893335 = -157355.089842
  nChanged 14
		SP:Iteration 9Q (12483.330000 sec): 3 clusters
  Score: Raw -159733.164475 + Penalty 2370.893335 = -157362.271140
  nChanged 9
		SP:Iteration 10Q (12483.330000 sec): 3 clusters
  Score: Raw -159737.551832 + Penalty 2370.893335 = -157366.658496
  nChanged 1
		SP:Iteration 11Q (12483.340000 sec): 3 clusters
  Score: Raw -159737.890615 + Penalty 2370.893335 = -157366.997279
  nChanged 1
		SP:Iteration 12Q (12483.340000 sec): 3 clusters
  Score: Raw -159738.000899 + Penalty 2370.893335 = -157367.107564
  nChanged 2
		SP:Iteration 13Q (12483.340000 sec): 3 clusters
  Score: Raw -159738.394703 + Penalty 2370.893335 = -157367.501368
  nChanged 2
		SP:Iteration 14Q (12483.350000 sec): 3 clusters
  Score: Raw -159739.709974 + Penalty 2370.893335 = -157368.816639
  nChanged 2
		SP:Iteration 15Q (12483.350000 sec): 3 clusters
  Score: Raw -159740.394045 + Penalty 2370.893335 = -157369.500710
  nChanged 2
		SP:Iteration 16Q (12483.360000 sec): 3 clusters
  Score: Raw -159741.092938 + Penalty 2370.893335 = -157370.199602
  nChanged 1
		SP:Iteration 17Q (12483.360000 sec): 3 clusters
  Score: Raw -159741.664988 + Penalty 2370.893335 = -157370.771653
  nChanged 2
		SP:Iteration 18Q (12483.360000 sec): 3 clusters
  Score: Raw -159742.506377 + Penalty 2370.893335 = -157371.613041
  nChanged 3
		SP:Iteration 19Q (12483.360000 sec): 3 clusters
  Score: Raw -159744.359832 + Penalty 2370.893335 = -157373.466497
  nChanged 2
		SP:Iteration 20F (12483.370000 sec): 3 clusters
  Score: Raw -159745.338694 + Penalty 2370.893335 = -157374.445359
  nChanged 1
		SP:Iteration 21Q (12483.370000 sec): 3 clusters
  Score: Raw -159745.445318 + Penalty 2370.893335 = -157374.551983
  nChanged 0
		SP:Iteration 22F (12483.380000 sec): 3 clusters
  Score: Raw -159745.445318 + Penalty 2370.893335 = -157374.551983
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12483.380000 sec): 2 clusters
  Score: Raw -93393.621365 + Penalty 1096.863819 = -92296.757546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12483.380000 sec): 3 clusters
  Score: Raw -93190.921885 + Penalty 2193.727638 = -90997.194247
  nChanged 250
		SP:Iteration 1F (12483.390000 sec): 3 clusters
  Score: Raw -93562.943649 + Penalty 2193.727638 = -91369.216011
  nChanged 92
		SP:Iteration 2F (12483.390000 sec): 3 clusters
  Score: Raw -93728.353723 + Penalty 2193.727638 = -91534.626085
  nChanged 68
		SP:Iteration 3F (12483.390000 sec): 3 clusters
  Score: Raw -93846.533138 + Penalty 2193.727638 = -91652.805500
  nChanged 65
		SP:Iteration 4F (12483.390000 sec): 3 clusters
  Score: Raw -93958.021353 + Penalty 2193.727638 = -91764.293715
  nChanged 56
		SP:Iteration 5F (12483.400000 sec): 3 clusters
  Score: Raw -94072.306870 + Penalty 2193.727638 = -91878.579232
  nChanged 40
		SP:Iteration 6Q (12483.400000 sec): 3 clusters
  Score: Raw -94158.579786 + Penalty 2193.727638 = -91964.852148
  nChanged 24
		SP:Iteration 7Q (12483.400000 sec): 3 clusters
  Score: Raw -94212.078612 + Penalty 2193.727638 = -92018.350974
  nChanged 13
		SP:Iteration 8Q (12483.400000 sec): 3 clusters
  Score: Raw -94230.372756 + Penalty 2193.727638 = -92036.645118
  nChanged 9
		SP:Iteration 9Q (12483.400000 sec): 3 clusters
  Score: Raw -94249.738939 + Penalty 2193.727638 = -92056.011301
  nChanged 7
		SP:Iteration 10Q (12483.400000 sec): 3 clusters
  Score: Raw -94260.921376 + Penalty 2193.727638 = -92067.193738
  nChanged 2
		SP:Iteration 11Q (12483.410000 sec): 3 clusters
  Score: Raw -94262.808608 + Penalty 2193.727638 = -92069.080970
  nChanged 1
		SP:Iteration 12Q (12483.410000 sec): 3 clusters
  Score: Raw -94263.767345 + Penalty 2193.727638 = -92070.039707
  nChanged 1
		SP:Iteration 13Q (12483.410000 sec): 3 clusters
  Score: Raw -94264.166541 + Penalty 2193.727638 = -92070.438903
  nChanged 0
		SP:Iteration 14F (12483.410000 sec): 3 clusters
  Score: Raw -94264.166541 + Penalty 2193.727638 = -92070.438903
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (31265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12483.510000 sec): 2 clusters
  Score: Raw -3678234.532973 + Penalty 1681.916363 = -3676552.616610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12483.590000 sec): 3 clusters
  Score: Raw -3658853.362015 + Penalty 3363.832726 = -3655489.529290
  nChanged 14564
		SP:Iteration 1F (12483.670000 sec): 3 clusters
  Score: Raw -3667080.021813 + Penalty 3363.832726 = -3663716.189087
  nChanged 1543
		SP:Iteration 2Q (12483.760000 sec): 3 clusters
  Score: Raw -3667701.110175 + Penalty 3363.832726 = -3664337.277450
  nChanged 1686
		SP:Iteration 3F (12483.840000 sec): 3 clusters
  Score: Raw -3668495.225172 + Penalty 3363.832726 = -3665131.392447
  nChanged 1912
		SP:Iteration 4F (12483.920000 sec): 3 clusters
  Score: Raw -3669641.813298 + Penalty 3363.832726 = -3666277.980572
  nChanged 2323
		SP:Iteration 5F (12484.000000 sec): 3 clusters
  Score: Raw -3671395.638206 + Penalty 3363.832726 = -3668031.805480
  nChanged 2561
		SP:Iteration 6F (12484.080000 sec): 3 clusters
  Score: Raw -3673643.449104 + Penalty 3363.832726 = -3670279.616379
  nChanged 2279
		SP:Iteration 7F (12484.170000 sec): 3 clusters
  Score: Raw -3675836.894784 + Penalty 3363.832726 = -3672473.062059
  nChanged 1511
		SP:Iteration 8Q (12484.250000 sec): 3 clusters
  Score: Raw -3677291.988597 + Penalty 3363.832726 = -3673928.155871
  nChanged 725
		SP:Iteration 9Q (12484.320000 sec): 3 clusters
  Score: Raw -3677974.386249 + Penalty 3363.832726 = -3674610.553524
  nChanged 300
		SP:Iteration 10Q (12484.390000 sec): 3 clusters
  Score: Raw -3678253.077822 + Penalty 3363.832726 = -3674889.245097
  nChanged 133
		SP:Iteration 11Q (12484.460000 sec): 3 clusters
  Score: Raw -3678397.288106 + Penalty 3363.832726 = -3675033.455380
  nChanged 53
		SP:Iteration 12Q (12484.520000 sec): 3 clusters
  Score: Raw -3678456.518243 + Penalty 3363.832726 = -3675092.685518
  nChanged 26
		SP:Iteration 13Q (12484.570000 sec): 3 clusters
  Score: Raw -3678486.924877 + Penalty 3363.832726 = -3675123.092151
  nChanged 14
		SP:Iteration 14Q (12484.630000 sec): 3 clusters
  Score: Raw -3678500.597578 + Penalty 3363.832726 = -3675136.764853
  nChanged 9
		SP:Iteration 15Q (12484.690000 sec): 3 clusters
  Score: Raw -3678510.353376 + Penalty 3363.832726 = -3675146.520651
  nChanged 7
		SP:Iteration 16Q (12484.750000 sec): 3 clusters
  Score: Raw -3678518.282136 + Penalty 3363.832726 = -3675154.449410
  nChanged 6
		SP:Iteration 17Q (12484.800000 sec): 3 clusters
  Score: Raw -3678523.945729 + Penalty 3363.832726 = -3675160.113004
  nChanged 2
		SP:Iteration 18Q (12484.860000 sec): 3 clusters
  Score: Raw -3678525.314858 + Penalty 3363.832726 = -3675161.482132
  nChanged 1
		SP:Iteration 19Q (12484.920000 sec): 3 clusters
  Score: Raw -3678525.866819 + Penalty 3363.832726 = -3675162.034094
  nChanged 0
		SP:Iteration 20F (12485.000000 sec): 3 clusters
  Score: Raw -3678525.866819 + Penalty 3363.832726 = -3675162.034094
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12485.030000 sec): 2 clusters
  Score: Raw -933334.556945 + Penalty 1461.330985 = -931873.225961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12485.050000 sec): 3 clusters
  Score: Raw -928847.368952 + Penalty 2922.661969 = -925924.706983
  nChanged 3433
		SP:Iteration 1F (12485.070000 sec): 3 clusters
  Score: Raw -930663.723245 + Penalty 2922.661969 = -927741.061276
  nChanged 500
		SP:Iteration 2F (12485.090000 sec): 3 clusters
  Score: Raw -930879.970099 + Penalty 2922.661969 = -927957.308130
  nChanged 371
		SP:Iteration 3Q (12485.110000 sec): 3 clusters
  Score: Raw -931033.051182 + Penalty 2922.661969 = -928110.389213
  nChanged 319
		SP:Iteration 4Q (12485.140000 sec): 3 clusters
  Score: Raw -931157.717636 + Penalty 2922.661969 = -928235.055666
  nChanged 288
		SP:Iteration 5Q (12485.160000 sec): 3 clusters
  Score: Raw -931257.514369 + Penalty 2922.661969 = -928334.852400
  nChanged 258
		SP:Iteration 6Q (12485.180000 sec): 3 clusters
  Score: Raw -931371.395820 + Penalty 2922.661969 = -928448.733851
  nChanged 289
		SP:Iteration 7Q (12485.200000 sec): 3 clusters
  Score: Raw -931514.688051 + Penalty 2922.661969 = -928592.026081
  nChanged 313
		SP:Iteration 8Q (12485.220000 sec): 3 clusters
  Score: Raw -931680.930657 + Penalty 2922.661969 = -928758.268687
  nChanged 336
		SP:Iteration 9Q (12485.240000 sec): 3 clusters
  Score: Raw -931902.865718 + Penalty 2922.661969 = -928980.203748
  nChanged 375
		SP:Iteration 10Q (12485.260000 sec): 3 clusters
  Score: Raw -932172.577944 + Penalty 2922.661969 = -929249.915975
  nChanged 397
		SP:Iteration 11Q (12485.280000 sec): 3 clusters
  Score: Raw -932485.087369 + Penalty 2922.661969 = -929562.425400
  nChanged 343
		SP:Iteration 12Q (12485.290000 sec): 3 clusters
  Score: Raw -932769.322768 + Penalty 2922.661969 = -929846.660799
  nChanged 282
		SP:Iteration 13Q (12485.310000 sec): 3 clusters
  Score: Raw -933002.579098 + Penalty 2922.661969 = -930079.917128
  nChanged 198
		SP:Iteration 14Q (12485.330000 sec): 3 clusters
  Score: Raw -933180.147285 + Penalty 2922.661969 = -930257.485316
  nChanged 123
		SP:Iteration 15Q (12485.350000 sec): 3 clusters
  Score: Raw -933292.464532 + Penalty 2922.661969 = -930369.802563
  nChanged 90
		SP:Iteration 16Q (12485.370000 sec): 3 clusters
  Score: Raw -933385.927799 + Penalty 2922.661969 = -930463.265830
  nChanged 56
		SP:Iteration 17Q (12485.380000 sec): 3 clusters
  Score: Raw -933430.417464 + Penalty 2922.661969 = -930507.755495
  nChanged 36
		SP:Iteration 18Q (12485.400000 sec): 3 clusters
  Score: Raw -933462.765694 + Penalty 2922.661969 = -930540.103724
  nChanged 28
		SP:Iteration 19Q (12485.420000 sec): 3 clusters
  Score: Raw -933492.432440 + Penalty 2922.661969 = -930569.770470
  nChanged 31
		SP:Iteration 20F (12485.440000 sec): 3 clusters
  Score: Raw -933522.400475 + Penalty 2922.661969 = -930599.738506
  nChanged 17
		SP:Iteration 21Q (12485.450000 sec): 3 clusters
  Score: Raw -933540.518152 + Penalty 2922.661969 = -930617.856183
  nChanged 8
		SP:Iteration 22Q (12485.460000 sec): 3 clusters
  Score: Raw -933550.122339 + Penalty 2922.661969 = -930627.460370
  nChanged 8
		SP:Iteration 23Q (12485.480000 sec): 3 clusters
  Score: Raw -933557.326777 + Penalty 2922.661969 = -930634.664808
  nChanged 7
		SP:Iteration 24Q (12485.500000 sec): 3 clusters
  Score: Raw -933564.208395 + Penalty 2922.661969 = -930641.546426
  nChanged 5
		SP:Iteration 25Q (12485.510000 sec): 3 clusters
  Score: Raw -933569.637708 + Penalty 2922.661969 = -930646.975738
  nChanged 3
		SP:Iteration 26Q (12485.520000 sec): 3 clusters
  Score: Raw -933572.311195 + Penalty 2922.661969 = -930649.649226
  nChanged 3
		SP:Iteration 27Q (12485.540000 sec): 3 clusters
  Score: Raw -933573.906126 + Penalty 2922.661969 = -930651.244157
  nChanged 2
		SP:Iteration 28Q (12485.560000 sec): 3 clusters
  Score: Raw -933576.146879 + Penalty 2922.661969 = -930653.484910
  nChanged 3
		SP:Iteration 29Q (12485.570000 sec): 3 clusters
  Score: Raw -933577.963004 + Penalty 2922.661969 = -930655.301035
  nChanged 2
		SP:Iteration 30Q (12485.580000 sec): 3 clusters
  Score: Raw -933580.172728 + Penalty 2922.661969 = -930657.510758
  nChanged 2
		SP:Iteration 31Q (12485.600000 sec): 3 clusters
  Score: Raw -933581.634766 + Penalty 2922.661969 = -930658.972797
  nChanged 4
		SP:Iteration 32Q (12485.610000 sec): 3 clusters
  Score: Raw -933585.368069 + Penalty 2922.661969 = -930662.706100
  nChanged 5
		SP:Iteration 33Q (12485.630000 sec): 3 clusters
  Score: Raw -933588.998650 + Penalty 2922.661969 = -930666.336681
  nChanged 2
		SP:Iteration 34Q (12485.640000 sec): 3 clusters
  Score: Raw -933590.239521 + Penalty 2922.661969 = -930667.577552
  nChanged 1
		SP:Iteration 35Q (12485.660000 sec): 3 clusters
  Score: Raw -933591.260213 + Penalty 2922.661969 = -930668.598244
  nChanged 2
		SP:Iteration 36Q (12485.670000 sec): 3 clusters
  Score: Raw -933594.164261 + Penalty 2922.661969 = -930671.502291
  nChanged 2
		SP:Iteration 37Q (12485.690000 sec): 3 clusters
  Score: Raw -933596.408617 + Penalty 2922.661969 = -930673.746648
  nChanged 2
		SP:Iteration 38Q (12485.700000 sec): 3 clusters
  Score: Raw -933597.175476 + Penalty 2922.661969 = -930674.513506
  nChanged 4
		SP:Iteration 39Q (12485.720000 sec): 3 clusters
  Score: Raw -933599.401049 + Penalty 2922.661969 = -930676.739080
  nChanged 1
		SP:Iteration 40F (12485.740000 sec): 3 clusters
  Score: Raw -933599.908928 + Penalty 2922.661969 = -930677.246959
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12485.740000 sec): 2 clusters
  Score: Raw -168571.572321 + Penalty 1186.983841 = -167384.588480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12485.750000 sec): 3 clusters
  Score: Raw -168057.230856 + Penalty 2373.967683 = -165683.263173
  nChanged 500
		SP:Iteration 1F (12485.750000 sec): 3 clusters
  Score: Raw -168660.810385 + Penalty 2373.967683 = -166286.842702
  nChanged 167
		SP:Iteration 2F (12485.760000 sec): 3 clusters
  Score: Raw -168968.286085 + Penalty 2373.967683 = -166594.318402
  nChanged 143
		SP:Iteration 3F (12485.760000 sec): 3 clusters
  Score: Raw -169188.652752 + Penalty 2373.967683 = -166814.685069
  nChanged 106
		SP:Iteration 4F (12485.760000 sec): 3 clusters
  Score: Raw -169339.363492 + Penalty 2373.967683 = -166965.395810
  nChanged 76
		SP:Iteration 5F (12485.770000 sec): 3 clusters
  Score: Raw -169448.366965 + Penalty 2373.967683 = -167074.399282
  nChanged 62
		SP:Iteration 6Q (12485.770000 sec): 3 clusters
  Score: Raw -169547.936617 + Penalty 2373.967683 = -167173.968935
  nChanged 48
		SP:Iteration 7Q (12485.780000 sec): 3 clusters
  Score: Raw -169628.599654 + Penalty 2373.967683 = -167254.631971
  nChanged 27
		SP:Iteration 8Q (12485.780000 sec): 3 clusters
  Score: Raw -169673.479330 + Penalty 2373.967683 = -167299.511647
  nChanged 24
		SP:Iteration 9Q (12485.780000 sec): 3 clusters
  Score: Raw -169701.770860 + Penalty 2373.967683 = -167327.803178
  nChanged 13
		SP:Iteration 10Q (12485.780000 sec): 3 clusters
  Score: Raw -169718.233408 + Penalty 2373.967683 = -167344.265725
  nChanged 10
		SP:Iteration 11Q (12485.790000 sec): 3 clusters
  Score: Raw -169734.625756 + Penalty 2373.967683 = -167360.658073
  nChanged 11
		SP:Iteration 12Q (12485.790000 sec): 3 clusters
  Score: Raw -169753.502444 + Penalty 2373.967683 = -167379.534761
  nChanged 5
		SP:Iteration 13Q (12485.800000 sec): 3 clusters
  Score: Raw -169758.980336 + Penalty 2373.967683 = -167385.012653
  nChanged 4
		SP:Iteration 14Q (12485.800000 sec): 3 clusters
  Score: Raw -169764.668398 + Penalty 2373.967683 = -167390.700716
  nChanged 2
		SP:Iteration 15Q (12485.810000 sec): 3 clusters
  Score: Raw -169765.976943 + Penalty 2373.967683 = -167392.009260
  nChanged 0
		SP:Iteration 16F (12485.810000 sec): 3 clusters
  Score: Raw -169765.976943 + Penalty 2373.967683 = -167392.009260
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 1.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (23101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12485.890000 sec): 2 clusters
  Score: Raw -2624303.020803 + Penalty 1632.740068 = -2622670.280736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12485.950000 sec): 3 clusters
  Score: Raw -2610209.370845 + Penalty 3265.480135 = -2606943.890710
  nChanged 10556
		SP:Iteration 1F (12486.010000 sec): 3 clusters
  Score: Raw -2616017.649814 + Penalty 3265.480135 = -2612752.169679
  nChanged 1046
		SP:Iteration 2Q (12486.070000 sec): 3 clusters
  Score: Raw -2616364.181935 + Penalty 3265.480135 = -2613098.701799
  nChanged 940
		SP:Iteration 3Q (12486.130000 sec): 3 clusters
  Score: Raw -2616691.670479 + Penalty 3265.480135 = -2613426.190344
  nChanged 925
		SP:Iteration 4Q (12486.190000 sec): 3 clusters
  Score: Raw -2617019.528701 + Penalty 3265.480135 = -2613754.048566
  nChanged 912
		SP:Iteration 5Q (12486.250000 sec): 3 clusters
  Score: Raw -2617354.791761 + Penalty 3265.480135 = -2614089.311626
  nChanged 906
		SP:Iteration 6Q (12486.310000 sec): 3 clusters
  Score: Raw -2617700.874427 + Penalty 3265.480135 = -2614435.394292
  nChanged 948
		SP:Iteration 7Q (12486.370000 sec): 3 clusters
  Score: Raw -2618136.233206 + Penalty 3265.480135 = -2614870.753071
  nChanged 1034
		SP:Iteration 8Q (12486.430000 sec): 3 clusters
  Score: Raw -2618665.020389 + Penalty 3265.480135 = -2615399.540254
  nChanged 1095
		SP:Iteration 9Q (12486.490000 sec): 3 clusters
  Score: Raw -2619287.135061 + Penalty 3265.480135 = -2616021.654925
  nChanged 1130
		SP:Iteration 10Q (12486.550000 sec): 3 clusters
  Score: Raw -2620044.933927 + Penalty 3265.480135 = -2616779.453792
  nChanged 1200
		SP:Iteration 11F (12486.610000 sec): 3 clusters
  Score: Raw -2620887.889879 + Penalty 3265.480135 = -2617622.409743
  nChanged 1071
		SP:Iteration 12Q (12486.670000 sec): 3 clusters
  Score: Raw -2621579.714254 + Penalty 3265.480135 = -2618314.234119
  nChanged 878
		SP:Iteration 13Q (12486.730000 sec): 3 clusters
  Score: Raw -2622114.249294 + Penalty 3265.480135 = -2618848.769159
  nChanged 718
		SP:Iteration 14Q (12486.790000 sec): 3 clusters
  Score: Raw -2622504.168058 + Penalty 3265.480135 = -2619238.687923
  nChanged 539
		SP:Iteration 15Q (12486.840000 sec): 3 clusters
  Score: Raw -2622765.842503 + Penalty 3265.480135 = -2619500.362368
  nChanged 425
		SP:Iteration 16Q (12486.890000 sec): 3 clusters
  Score: Raw -2622986.588695 + Penalty 3265.480135 = -2619721.108560
  nChanged 399
		SP:Iteration 17Q (12486.950000 sec): 3 clusters
  Score: Raw -2623181.806169 + Penalty 3265.480135 = -2619916.326034
  nChanged 367
		SP:Iteration 18Q (12487.000000 sec): 3 clusters
  Score: Raw -2623347.899283 + Penalty 3265.480135 = -2620082.419148
  nChanged 340
		SP:Iteration 19Q (12487.060000 sec): 3 clusters
  Score: Raw -2623494.663366 + Penalty 3265.480135 = -2620229.183231
  nChanged 289
		SP:Iteration 20F (12487.120000 sec): 3 clusters
  Score: Raw -2623612.001266 + Penalty 3265.480135 = -2620346.521131
  nChanged 259
		SP:Iteration 21Q (12487.170000 sec): 3 clusters
  Score: Raw -2623713.241173 + Penalty 3265.480135 = -2620447.761038
  nChanged 226
		SP:Iteration 22Q (12487.220000 sec): 3 clusters
  Score: Raw -2623793.734659 + Penalty 3265.480135 = -2620528.254524
  nChanged 191
		SP:Iteration 23Q (12487.270000 sec): 3 clusters
  Score: Raw -2623855.252959 + Penalty 3265.480135 = -2620589.772824
  nChanged 169
		SP:Iteration 24Q (12487.320000 sec): 3 clusters
  Score: Raw -2623905.516792 + Penalty 3265.480135 = -2620640.036656
  nChanged 166
		SP:Iteration 25Q (12487.370000 sec): 3 clusters
  Score: Raw -2623958.104302 + Penalty 3265.480135 = -2620692.624167
  nChanged 147
		SP:Iteration 26Q (12487.420000 sec): 3 clusters
  Score: Raw -2624001.681809 + Penalty 3265.480135 = -2620736.201673
  nChanged 160
		SP:Iteration 27Q (12487.470000 sec): 3 clusters
  Score: Raw -2624048.489064 + Penalty 3265.480135 = -2620783.008928
  nChanged 142
		SP:Iteration 28Q (12487.520000 sec): 3 clusters
  Score: Raw -2624091.049116 + Penalty 3265.480135 = -2620825.568980
  nChanged 127
		SP:Iteration 29Q (12487.570000 sec): 3 clusters
  Score: Raw -2624123.870111 + Penalty 3265.480135 = -2620858.389976
  nChanged 115
		SP:Iteration 30Q (12487.620000 sec): 3 clusters
  Score: Raw -2624156.825540 + Penalty 3265.480135 = -2620891.345404
  nChanged 118
		SP:Iteration 31Q (12487.670000 sec): 3 clusters
  Score: Raw -2624188.892035 + Penalty 3265.480135 = -2620923.411900
  nChanged 101
		SP:Iteration 32Q (12487.710000 sec): 3 clusters
  Score: Raw -2624216.878665 + Penalty 3265.480135 = -2620951.398530
  nChanged 110
		SP:Iteration 33Q (12487.760000 sec): 3 clusters
  Score: Raw -2624248.154750 + Penalty 3265.480135 = -2620982.674614
  nChanged 101
		SP:Iteration 34Q (12487.810000 sec): 3 clusters
  Score: Raw -2624273.579737 + Penalty 3265.480135 = -2621008.099602
  nChanged 73
		SP:Iteration 35Q (12487.860000 sec): 3 clusters
  Score: Raw -2624294.368790 + Penalty 3265.480135 = -2621028.888655
  nChanged 63
		SP:Iteration 36Q (12487.900000 sec): 3 clusters
  Score: Raw -2624314.024272 + Penalty 3265.480135 = -2621048.544136
  nChanged 70
		SP:Iteration 37Q (12487.950000 sec): 3 clusters
  Score: Raw -2624332.346296 + Penalty 3265.480135 = -2621066.866161
  nChanged 50
		SP:Iteration 38Q (12488.000000 sec): 3 clusters
  Score: Raw -2624345.732747 + Penalty 3265.480135 = -2621080.252611
  nChanged 43
		SP:Iteration 39Q (12488.040000 sec): 3 clusters
  Score: Raw -2624354.569515 + Penalty 3265.480135 = -2621089.089380
  nChanged 32
		SP:Iteration 40F (12488.100000 sec): 3 clusters
  Score: Raw -2624362.045981 + Penalty 3265.480135 = -2621096.565846
  nChanged 39
		SP:Iteration 41Q (12488.150000 sec): 3 clusters
  Score: Raw -2624370.804923 + Penalty 3265.480135 = -2621105.324787
  nChanged 35
		SP:Iteration 42Q (12488.190000 sec): 3 clusters
  Score: Raw -2624377.639184 + Penalty 3265.480135 = -2621112.159048
  nChanged 29
		SP:Iteration 43Q (12488.240000 sec): 3 clusters
  Score: Raw -2624386.591191 + Penalty 3265.480135 = -2621121.111056
  nChanged 24
		SP:Iteration 44Q (12488.290000 sec): 3 clusters
  Score: Raw -2624393.851740 + Penalty 3265.480135 = -2621128.371604
  nChanged 28
		SP:Iteration 45Q (12488.330000 sec): 3 clusters
  Score: Raw -2624402.756301 + Penalty 3265.480135 = -2621137.276165
  nChanged 35
		SP:Iteration 46Q (12488.380000 sec): 3 clusters
  Score: Raw -2624412.888696 + Penalty 3265.480135 = -2621147.408561
  nChanged 34
		SP:Iteration 47Q (12488.430000 sec): 3 clusters
  Score: Raw -2624421.733932 + Penalty 3265.480135 = -2621156.253797
  nChanged 37
		SP:Iteration 48Q (12488.470000 sec): 3 clusters
  Score: Raw -2624431.987249 + Penalty 3265.480135 = -2621166.507113
  nChanged 36
		SP:Iteration 49Q (12488.520000 sec): 3 clusters
  Score: Raw -2624442.643182 + Penalty 3265.480135 = -2621177.163047
  nChanged 49
		SP:Iteration 50Q (12488.570000 sec): 3 clusters
  Score: Raw -2624457.015506 + Penalty 3265.480135 = -2621191.535371
  nChanged 46
		SP:Iteration 51Q (12488.610000 sec): 3 clusters
  Score: Raw -2624472.561416 + Penalty 3265.480135 = -2621207.081281
  nChanged 49
		SP:Iteration 52Q (12488.660000 sec): 3 clusters
  Score: Raw -2624491.629002 + Penalty 3265.480135 = -2621226.148867
  nChanged 46
		SP:Iteration 53Q (12488.700000 sec): 3 clusters
  Score: Raw -2624505.772206 + Penalty 3265.480135 = -2621240.292070
  nChanged 34
		SP:Iteration 54Q (12488.750000 sec): 3 clusters
  Score: Raw -2624516.365854 + Penalty 3265.480135 = -2621250.885719
  nChanged 30
		SP:Iteration 55Q (12488.790000 sec): 3 clusters
  Score: Raw -2624526.753582 + Penalty 3265.480135 = -2621261.273447
  nChanged 22
		SP:Iteration 56Q (12488.840000 sec): 3 clusters
  Score: Raw -2624533.731103 + Penalty 3265.480135 = -2621268.250968
  nChanged 18
		SP:Iteration 57Q (12488.880000 sec): 3 clusters
  Score: Raw -2624538.166357 + Penalty 3265.480135 = -2621272.686221
  nChanged 18
		SP:Iteration 58Q (12488.930000 sec): 3 clusters
  Score: Raw -2624543.774358 + Penalty 3265.480135 = -2621278.294223
  nChanged 15
		SP:Iteration 59Q (12488.970000 sec): 3 clusters
  Score: Raw -2624549.977474 + Penalty 3265.480135 = -2621284.497338
  nChanged 23
		SP:Iteration 60F (12489.030000 sec): 3 clusters
  Score: Raw -2624557.300451 + Penalty 3265.480135 = -2621291.820315
  nChanged 22
		SP:Iteration 61Q (12489.080000 sec): 3 clusters
  Score: Raw -2624563.610458 + Penalty 3265.480135 = -2621298.130322
  nChanged 21
		SP:Iteration 62Q (12489.120000 sec): 3 clusters
  Score: Raw -2624569.583359 + Penalty 3265.480135 = -2621304.103224
  nChanged 19
		SP:Iteration 63Q (12489.170000 sec): 3 clusters
  Score: Raw -2624575.332778 + Penalty 3265.480135 = -2621309.852643
  nChanged 15
		SP:Iteration 64Q (12489.210000 sec): 3 clusters
  Score: Raw -2624580.758800 + Penalty 3265.480135 = -2621315.278665
  nChanged 8
		SP:Iteration 65Q (12489.250000 sec): 3 clusters
  Score: Raw -2624584.185818 + Penalty 3265.480135 = -2621318.705683
  nChanged 12
		SP:Iteration 66Q (12489.300000 sec): 3 clusters
  Score: Raw -2624588.644304 + Penalty 3265.480135 = -2621323.164169
  nChanged 9
		SP:Iteration 67Q (12489.340000 sec): 3 clusters
  Score: Raw -2624590.613690 + Penalty 3265.480135 = -2621325.133554
  nChanged 9
		SP:Iteration 68Q (12489.390000 sec): 3 clusters
  Score: Raw -2624593.465754 + Penalty 3265.480135 = -2621327.985619
  nChanged 8
		SP:Iteration 69Q (12489.430000 sec): 3 clusters
  Score: Raw -2624595.874951 + Penalty 3265.480135 = -2621330.394816
  nChanged 7
		SP:Iteration 70Q (12489.470000 sec): 3 clusters
  Score: Raw -2624597.637431 + Penalty 3265.480135 = -2621332.157296
  nChanged 5
		SP:Iteration 71Q (12489.520000 sec): 3 clusters
  Score: Raw -2624599.075023 + Penalty 3265.480135 = -2621333.594887
  nChanged 4
		SP:Iteration 72Q (12489.570000 sec): 3 clusters
  Score: Raw -2624599.848939 + Penalty 3265.480135 = -2621334.368804
  nChanged 2
		SP:Iteration 73Q (12489.610000 sec): 3 clusters
  Score: Raw -2624600.270269 + Penalty 3265.480135 = -2621334.790134
  nChanged 2
		SP:Iteration 74Q (12489.650000 sec): 3 clusters
  Score: Raw -2624601.182075 + Penalty 3265.480135 = -2621335.701939
  nChanged 5
		SP:Iteration 75Q (12489.700000 sec): 3 clusters
  Score: Raw -2624602.113077 + Penalty 3265.480135 = -2621336.632942
  nChanged 0
		SP:Iteration 76F (12489.760000 sec): 3 clusters
  Score: Raw -2624602.113077 + Penalty 3265.480135 = -2621336.632942
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12489.780000 sec): 2 clusters
  Score: Raw -373006.838184 + Penalty 1316.128216 = -371690.709968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12489.790000 sec): 3 clusters
  Score: Raw -371386.879456 + Penalty 2632.256433 = -368754.623023
  nChanged 1292
		SP:Iteration 1F (12489.800000 sec): 3 clusters
  Score: Raw -372131.350750 + Penalty 2632.256433 = -369499.094317
  nChanged 237
		SP:Iteration 2F (12489.810000 sec): 3 clusters
  Score: Raw -372284.848379 + Penalty 2632.256433 = -369652.591946
  nChanged 175
		SP:Iteration 3F (12489.810000 sec): 3 clusters
  Score: Raw -372412.547020 + Penalty 2632.256433 = -369780.290587
  nChanged 168
		SP:Iteration 4F (12489.820000 sec): 3 clusters
  Score: Raw -372517.091426 + Penalty 2632.256433 = -369884.834993
  nChanged 129
		SP:Iteration 5Q (12489.830000 sec): 3 clusters
  Score: Raw -372606.600381 + Penalty 2632.256433 = -369974.343949
  nChanged 121
		SP:Iteration 6Q (12489.840000 sec): 3 clusters
  Score: Raw -372688.612957 + Penalty 2632.256433 = -370056.356525
  nChanged 109
		SP:Iteration 7Q (12489.850000 sec): 3 clusters
  Score: Raw -372772.594641 + Penalty 2632.256433 = -370140.338209
  nChanged 107
		SP:Iteration 8Q (12489.860000 sec): 3 clusters
  Score: Raw -372866.562702 + Penalty 2632.256433 = -370234.306269
  nChanged 109
		SP:Iteration 9Q (12489.870000 sec): 3 clusters
  Score: Raw -372980.220368 + Penalty 2632.256433 = -370347.963935
  nChanged 137
		SP:Iteration 10Q (12489.870000 sec): 3 clusters
  Score: Raw -373143.080278 + Penalty 2632.256433 = -370510.823845
  nChanged 147
		SP:Iteration 11Q (12489.880000 sec): 3 clusters
  Score: Raw -373326.653720 + Penalty 2632.256433 = -370694.397287
  nChanged 147
		SP:Iteration 12Q (12489.890000 sec): 3 clusters
  Score: Raw -373495.365572 + Penalty 2632.256433 = -370863.109139
  nChanged 123
		SP:Iteration 13Q (12489.900000 sec): 3 clusters
  Score: Raw -373618.579778 + Penalty 2632.256433 = -370986.323345
  nChanged 88
		SP:Iteration 14Q (12489.910000 sec): 3 clusters
  Score: Raw -373693.664850 + Penalty 2632.256433 = -371061.408418
  nChanged 78
		SP:Iteration 15Q (12489.910000 sec): 3 clusters
  Score: Raw -373759.106559 + Penalty 2632.256433 = -371126.850126
  nChanged 55
		SP:Iteration 16Q (12489.920000 sec): 3 clusters
  Score: Raw -373791.256708 + Penalty 2632.256433 = -371159.000276
  nChanged 31
		SP:Iteration 17Q (12489.930000 sec): 3 clusters
  Score: Raw -373809.226191 + Penalty 2632.256433 = -371176.969759
  nChanged 22
		SP:Iteration 18Q (12489.930000 sec): 3 clusters
  Score: Raw -373817.285217 + Penalty 2632.256433 = -371185.028784
  nChanged 9
		SP:Iteration 19Q (12489.940000 sec): 3 clusters
  Score: Raw -373820.821607 + Penalty 2632.256433 = -371188.565175
  nChanged 3
		SP:Iteration 20F (12489.950000 sec): 3 clusters
  Score: Raw -373821.530116 + Penalty 2632.256433 = -371189.273684
  nChanged 2
		SP:Iteration 21Q (12489.950000 sec): 3 clusters
  Score: Raw -373821.688495 + Penalty 2632.256433 = -371189.432062
  nChanged 1
		SP:Iteration 22Q (12489.960000 sec): 3 clusters
  Score: Raw -373822.259209 + Penalty 2632.256433 = -371190.002777
  nChanged 1
		SP:Iteration 23Q (12489.970000 sec): 3 clusters
  Score: Raw -373822.314257 + Penalty 2632.256433 = -371190.057825
  nChanged 0
		SP:Iteration 24F (12489.980000 sec): 3 clusters
  Score: Raw -373822.314257 + Penalty 2632.256433 = -371190.057825
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12489.990000 sec): 2 clusters
  Score: Raw -418263.584893 + Penalty 1335.114316 = -416928.470577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12490.000000 sec): 3 clusters
  Score: Raw -416411.896869 + Penalty 2670.228632 = -413741.668237
  nChanged 1457
		SP:Iteration 1F (12490.010000 sec): 3 clusters
  Score: Raw -417253.918590 + Penalty 2670.228632 = -414583.689958
  nChanged 293
		SP:Iteration 2F (12490.020000 sec): 3 clusters
  Score: Raw -417433.784714 + Penalty 2670.228632 = -414763.556082
  nChanged 224
		SP:Iteration 3F (12490.030000 sec): 3 clusters
  Score: Raw -417568.538810 + Penalty 2670.228632 = -414898.310178
  nChanged 168
		SP:Iteration 4Q (12490.040000 sec): 3 clusters
  Score: Raw -417666.936012 + Penalty 2670.228632 = -414996.707380
  nChanged 135
		SP:Iteration 5Q (12490.050000 sec): 3 clusters
  Score: Raw -417746.359668 + Penalty 2670.228632 = -415076.131036
  nChanged 128
		SP:Iteration 6Q (12490.060000 sec): 3 clusters
  Score: Raw -417824.743692 + Penalty 2670.228632 = -415154.515060
  nChanged 94
		SP:Iteration 7Q (12490.070000 sec): 3 clusters
  Score: Raw -417881.322948 + Penalty 2670.228632 = -415211.094316
  nChanged 97
		SP:Iteration 8Q (12490.070000 sec): 3 clusters
  Score: Raw -417931.827421 + Penalty 2670.228632 = -415261.598789
  nChanged 72
		SP:Iteration 9Q (12490.080000 sec): 3 clusters
  Score: Raw -417979.561885 + Penalty 2670.228632 = -415309.333253
  nChanged 88
		SP:Iteration 10Q (12490.090000 sec): 3 clusters
  Score: Raw -418038.617466 + Penalty 2670.228632 = -415368.388834
  nChanged 87
		SP:Iteration 11Q (12490.100000 sec): 3 clusters
  Score: Raw -418098.228161 + Penalty 2670.228632 = -415427.999529
  nChanged 108
		SP:Iteration 12Q (12490.110000 sec): 3 clusters
  Score: Raw -418175.967292 + Penalty 2670.228632 = -415505.738660
  nChanged 86
		SP:Iteration 13Q (12490.120000 sec): 3 clusters
  Score: Raw -418242.577710 + Penalty 2670.228632 = -415572.349077
  nChanged 81
		SP:Iteration 14Q (12490.130000 sec): 3 clusters
  Score: Raw -418302.889225 + Penalty 2670.228632 = -415632.660593
  nChanged 77
		SP:Iteration 15Q (12490.140000 sec): 3 clusters
  Score: Raw -418361.032094 + Penalty 2670.228632 = -415690.803462
  nChanged 61
		SP:Iteration 16Q (12490.150000 sec): 3 clusters
  Score: Raw -418402.405444 + Penalty 2670.228632 = -415732.176811
  nChanged 49
		SP:Iteration 17Q (12490.150000 sec): 3 clusters
  Score: Raw -418432.152634 + Penalty 2670.228632 = -415761.924002
  nChanged 44
		SP:Iteration 18Q (12490.160000 sec): 3 clusters
  Score: Raw -418458.533692 + Penalty 2670.228632 = -415788.305060
  nChanged 38
		SP:Iteration 19Q (12490.170000 sec): 3 clusters
  Score: Raw -418478.662774 + Penalty 2670.228632 = -415808.434142
  nChanged 32
		SP:Iteration 20F (12490.180000 sec): 3 clusters
  Score: Raw -418498.631528 + Penalty 2670.228632 = -415828.402896
  nChanged 35
		SP:Iteration 21Q (12490.190000 sec): 3 clusters
  Score: Raw -418513.471299 + Penalty 2670.228632 = -415843.242667
  nChanged 27
		SP:Iteration 22Q (12490.200000 sec): 3 clusters
  Score: Raw -418523.803602 + Penalty 2670.228632 = -415853.574970
  nChanged 22
		SP:Iteration 23Q (12490.210000 sec): 3 clusters
  Score: Raw -418536.035288 + Penalty 2670.228632 = -415865.806656
  nChanged 25
		SP:Iteration 24Q (12490.210000 sec): 3 clusters
  Score: Raw -418550.819232 + Penalty 2670.228632 = -415880.590600
  nChanged 16
		SP:Iteration 25Q (12490.220000 sec): 3 clusters
  Score: Raw -418557.258094 + Penalty 2670.228632 = -415887.029462
  nChanged 11
		SP:Iteration 26Q (12490.230000 sec): 3 clusters
  Score: Raw -418564.239239 + Penalty 2670.228632 = -415894.010607
  nChanged 17
		SP:Iteration 27Q (12490.240000 sec): 3 clusters
  Score: Raw -418576.282410 + Penalty 2670.228632 = -415906.053778
  nChanged 16
		SP:Iteration 28Q (12490.250000 sec): 3 clusters
  Score: Raw -418583.513536 + Penalty 2670.228632 = -415913.284904
  nChanged 13
		SP:Iteration 29Q (12490.250000 sec): 3 clusters
  Score: Raw -418590.273005 + Penalty 2670.228632 = -415920.044373
  nChanged 11
		SP:Iteration 30Q (12490.260000 sec): 3 clusters
  Score: Raw -418595.530071 + Penalty 2670.228632 = -415925.301438
  nChanged 6
		SP:Iteration 31Q (12490.270000 sec): 3 clusters
  Score: Raw -418596.961886 + Penalty 2670.228632 = -415926.733254
  nChanged 3
		SP:Iteration 32Q (12490.280000 sec): 3 clusters
  Score: Raw -418597.433040 + Penalty 2670.228632 = -415927.204408
  nChanged 2
		SP:Iteration 33Q (12490.290000 sec): 3 clusters
  Score: Raw -418597.823903 + Penalty 2670.228632 = -415927.595270
  nChanged 2
		SP:Iteration 34Q (12490.290000 sec): 3 clusters
  Score: Raw -418598.393954 + Penalty 2670.228632 = -415928.165322
  nChanged 1
		SP:Iteration 35Q (12490.300000 sec): 3 clusters
  Score: Raw -418598.773050 + Penalty 2670.228632 = -415928.544418
  nChanged 2
		SP:Iteration 36Q (12490.310000 sec): 3 clusters
  Score: Raw -418600.206195 + Penalty 2670.228632 = -415929.977563
  nChanged 3
		SP:Iteration 37Q (12490.320000 sec): 3 clusters
  Score: Raw -418601.522044 + Penalty 2670.228632 = -415931.293412
  nChanged 3
		SP:Iteration 38Q (12490.330000 sec): 3 clusters
  Score: Raw -418602.030998 + Penalty 2670.228632 = -415931.802366
  nChanged 2
		SP:Iteration 39Q (12490.330000 sec): 3 clusters
  Score: Raw -418602.815313 + Penalty 2670.228632 = -415932.586681
  nChanged 1
		SP:Iteration 40F (12490.350000 sec): 3 clusters
  Score: Raw -418603.004335 + Penalty 2670.228632 = -415932.775703
  nChanged 2
		SP:Iteration 41Q (12490.350000 sec): 3 clusters
  Score: Raw -418603.781417 + Penalty 2670.228632 = -415933.552785
  nChanged 0
		SP:Iteration 42F (12490.360000 sec): 3 clusters
  Score: Raw -418603.781417 + Penalty 2670.228632 = -415933.552785
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12490.690000 sec): 2 clusters
  Score: Raw -13006251.582670 + Penalty 1886.553831 = -13004365.028838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12490.980000 sec): 3 clusters
  Score: Raw -12934269.277862 + Penalty 3773.107662 = -12930496.170200
  nChanged 52746
		SP:Iteration 1F (12491.270000 sec): 3 clusters
  Score: Raw -12965739.709028 + Penalty 3773.107662 = -12961966.601366
  nChanged 4723
		SP:Iteration 2Q (12491.560000 sec): 3 clusters
  Score: Raw -12967523.256693 + Penalty 3773.107662 = -12963750.149031
  nChanged 5750
		SP:Iteration 3F (12491.850000 sec): 3 clusters
  Score: Raw -12970184.147497 + Penalty 3773.107662 = -12966411.039835
  nChanged 6642
		SP:Iteration 4F (12492.140000 sec): 3 clusters
  Score: Raw -12973677.139633 + Penalty 3773.107662 = -12969904.031971
  nChanged 7159
		SP:Iteration 5F (12492.430000 sec): 3 clusters
  Score: Raw -12977578.907728 + Penalty 3773.107662 = -12973805.800066
  nChanged 6870
		SP:Iteration 6F (12492.710000 sec): 3 clusters
  Score: Raw -12981044.470031 + Penalty 3773.107662 = -12977271.362369
  nChanged 5941
		SP:Iteration 7F (12493.000000 sec): 3 clusters
  Score: Raw -12983589.563389 + Penalty 3773.107662 = -12979816.455727
  nChanged 4766
		SP:Iteration 8Q (12493.290000 sec): 3 clusters
  Score: Raw -12985280.340465 + Penalty 3773.107662 = -12981507.232802
  nChanged 3776
		SP:Iteration 9Q (12493.590000 sec): 3 clusters
  Score: Raw -12986452.068549 + Penalty 3773.107662 = -12982678.960886
  nChanged 3194
		SP:Iteration 10Q (12493.880000 sec): 3 clusters
  Score: Raw -12987474.433457 + Penalty 3773.107662 = -12983701.325795
  nChanged 2989
		SP:Iteration 11Q (12494.170000 sec): 3 clusters
  Score: Raw -12988515.440331 + Penalty 3773.107662 = -12984742.332669
  nChanged 3016
		SP:Iteration 12Q (12494.460000 sec): 3 clusters
  Score: Raw -12989726.906281 + Penalty 3773.107662 = -12985953.798619
  nChanged 3269
		SP:Iteration 13Q (12494.750000 sec): 3 clusters
  Score: Raw -12991218.409245 + Penalty 3773.107662 = -12987445.301583
  nChanged 3398
		SP:Iteration 14Q (12495.040000 sec): 3 clusters
  Score: Raw -12993067.850903 + Penalty 3773.107662 = -12989294.743241
  nChanged 3589
		SP:Iteration 15Q (12495.330000 sec): 3 clusters
  Score: Raw -12995418.420317 + Penalty 3773.107662 = -12991645.312655
  nChanged 3526
		SP:Iteration 16Q (12495.630000 sec): 3 clusters
  Score: Raw -12998113.559821 + Penalty 3773.107662 = -12994340.452159
  nChanged 2924
		SP:Iteration 17Q (12495.910000 sec): 3 clusters
  Score: Raw -13000476.444653 + Penalty 3773.107662 = -12996703.336991
  nChanged 2257
		SP:Iteration 18Q (12496.170000 sec): 3 clusters
  Score: Raw -13002256.186333 + Penalty 3773.107662 = -12998483.078671
  nChanged 1618
		SP:Iteration 19Q (12496.420000 sec): 3 clusters
  Score: Raw -13003356.773166 + Penalty 3773.107662 = -12999583.665503
  nChanged 1199
		SP:Iteration 20F (12496.700000 sec): 3 clusters
  Score: Raw -13004068.227067 + Penalty 3773.107662 = -13000295.119404
  nChanged 967
		SP:Iteration 21Q (12496.930000 sec): 3 clusters
  Score: Raw -13004552.387669 + Penalty 3773.107662 = -13000779.280007
  nChanged 830
		SP:Iteration 22Q (12497.160000 sec): 3 clusters
  Score: Raw -13004941.197306 + Penalty 3773.107662 = -13001168.089643
  nChanged 733
		SP:Iteration 23Q (12497.380000 sec): 3 clusters
  Score: Raw -13005280.619776 + Penalty 3773.107662 = -13001507.512114
  nChanged 625
		SP:Iteration 24Q (12497.600000 sec): 3 clusters
  Score: Raw -13005552.329584 + Penalty 3773.107662 = -13001779.221922
  nChanged 520
		SP:Iteration 25Q (12497.810000 sec): 3 clusters
  Score: Raw -13005766.234427 + Penalty 3773.107662 = -13001993.126765
  nChanged 406
		SP:Iteration 26Q (12498.030000 sec): 3 clusters
  Score: Raw -13005919.483112 + Penalty 3773.107662 = -13002146.375450
  nChanged 361
		SP:Iteration 27Q (12498.240000 sec): 3 clusters
  Score: Raw -13006048.847560 + Penalty 3773.107662 = -13002275.739898
  nChanged 307
		SP:Iteration 28Q (12498.450000 sec): 3 clusters
  Score: Raw -13006147.176625 + Penalty 3773.107662 = -13002374.068963
  nChanged 242
		SP:Iteration 29Q (12498.670000 sec): 3 clusters
  Score: Raw -13006226.084034 + Penalty 3773.107662 = -13002452.976371
  nChanged 242
		SP:Iteration 30Q (12498.870000 sec): 3 clusters
  Score: Raw -13006296.159261 + Penalty 3773.107662 = -13002523.051599
  nChanged 193
		SP:Iteration 31Q (12499.080000 sec): 3 clusters
  Score: Raw -13006350.704426 + Penalty 3773.107662 = -13002577.596764
  nChanged 164
		SP:Iteration 32Q (12499.280000 sec): 3 clusters
  Score: Raw -13006393.888572 + Penalty 3773.107662 = -13002620.780910
  nChanged 149
		SP:Iteration 33Q (12499.490000 sec): 3 clusters
  Score: Raw -13006434.807562 + Penalty 3773.107662 = -13002661.699900
  nChanged 132
		SP:Iteration 34Q (12499.690000 sec): 3 clusters
  Score: Raw -13006468.760903 + Penalty 3773.107662 = -13002695.653241
  nChanged 126
		SP:Iteration 35Q (12499.900000 sec): 3 clusters
  Score: Raw -13006503.431201 + Penalty 3773.107662 = -13002730.323539
  nChanged 106
		SP:Iteration 36Q (12500.110000 sec): 3 clusters
  Score: Raw -13006530.261719 + Penalty 3773.107662 = -13002757.154057
  nChanged 81
		SP:Iteration 37Q (12500.320000 sec): 3 clusters
  Score: Raw -13006547.129675 + Penalty 3773.107662 = -13002774.022013
  nChanged 57
		SP:Iteration 38Q (12500.520000 sec): 3 clusters
  Score: Raw -13006559.237808 + Penalty 3773.107662 = -13002786.130146
  nChanged 55
		SP:Iteration 39Q (12500.730000 sec): 3 clusters
  Score: Raw -13006569.844380 + Penalty 3773.107662 = -13002796.736717
  nChanged 46
		SP:Iteration 40F (12501.020000 sec): 3 clusters
  Score: Raw -13006580.014211 + Penalty 3773.107662 = -13002806.906549
  nChanged 49
		SP:Iteration 41Q (12501.220000 sec): 3 clusters
  Score: Raw -13006589.411880 + Penalty 3773.107662 = -13002816.304217
  nChanged 47
		SP:Iteration 42Q (12501.430000 sec): 3 clusters
  Score: Raw -13006598.434851 + Penalty 3773.107662 = -13002825.327189
  nChanged 43
		SP:Iteration 43Q (12501.630000 sec): 3 clusters
  Score: Raw -13006606.483148 + Penalty 3773.107662 = -13002833.375485
  nChanged 38
		SP:Iteration 44Q (12501.840000 sec): 3 clusters
  Score: Raw -13006614.619226 + Penalty 3773.107662 = -13002841.511564
  nChanged 38
		SP:Iteration 45Q (12502.040000 sec): 3 clusters
  Score: Raw -13006623.340241 + Penalty 3773.107662 = -13002850.232578
  nChanged 42
		SP:Iteration 46Q (12502.250000 sec): 3 clusters
  Score: Raw -13006631.681836 + Penalty 3773.107662 = -13002858.574174
  nChanged 33
		SP:Iteration 47Q (12502.450000 sec): 3 clusters
  Score: Raw -13006638.227981 + Penalty 3773.107662 = -13002865.120319
  nChanged 33
		SP:Iteration 48Q (12502.660000 sec): 3 clusters
  Score: Raw -13006644.958171 + Penalty 3773.107662 = -13002871.850509
  nChanged 27
		SP:Iteration 49Q (12502.860000 sec): 3 clusters
  Score: Raw -13006648.795608 + Penalty 3773.107662 = -13002875.687946
  nChanged 22
		SP:Iteration 50Q (12503.070000 sec): 3 clusters
  Score: Raw -13006652.241026 + Penalty 3773.107662 = -13002879.133364
  nChanged 20
		SP:Iteration 51Q (12503.280000 sec): 3 clusters
  Score: Raw -13006654.564206 + Penalty 3773.107662 = -13002881.456544
  nChanged 12
		SP:Iteration 52Q (12503.480000 sec): 3 clusters
  Score: Raw -13006655.888297 + Penalty 3773.107662 = -13002882.780635
  nChanged 5
		SP:Iteration 53Q (12503.680000 sec): 3 clusters
  Score: Raw -13006656.617646 + Penalty 3773.107662 = -13002883.509984
  nChanged 2
		SP:Iteration 54Q (12503.880000 sec): 3 clusters
  Score: Raw -13006656.877656 + Penalty 3773.107662 = -13002883.769994
  nChanged 2
		SP:Iteration 55Q (12504.090000 sec): 3 clusters
  Score: Raw -13006657.032382 + Penalty 3773.107662 = -13002883.924720
  nChanged 3
		SP:Iteration 56Q (12504.290000 sec): 3 clusters
  Score: Raw -13006657.315187 + Penalty 3773.107662 = -13002884.207525
  nChanged 1
		SP:Iteration 57Q (12504.490000 sec): 3 clusters
  Score: Raw -13006657.466121 + Penalty 3773.107662 = -13002884.358459
  nChanged 5
		SP:Iteration 58Q (12504.700000 sec): 3 clusters
  Score: Raw -13006658.014936 + Penalty 3773.107662 = -13002884.907274
  nChanged 7
		SP:Iteration 59Q (12504.900000 sec): 3 clusters
  Score: Raw -13006658.871862 + Penalty 3773.107662 = -13002885.764200
  nChanged 6
		SP:Iteration 60F (12505.180000 sec): 3 clusters
  Score: Raw -13006659.479710 + Penalty 3773.107662 = -13002886.372047
  nChanged 3
		SP:Iteration 61Q (12505.380000 sec): 3 clusters
  Score: Raw -13006659.755358 + Penalty 3773.107662 = -13002886.647696
  nChanged 2
		SP:Iteration 62Q (12505.580000 sec): 3 clusters
  Score: Raw -13006659.923502 + Penalty 3773.107662 = -13002886.815840
  nChanged 1
		SP:Iteration 63Q (12505.790000 sec): 3 clusters
  Score: Raw -13006660.003749 + Penalty 3773.107662 = -13002886.896087
  nChanged 0
		SP:Iteration 64F (12506.080000 sec): 3 clusters
  Score: Raw -13006660.003749 + Penalty 3773.107662 = -13002886.896087
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12506.150000 sec): 2 clusters
  Score: Raw -748147.355276 + Penalty 1441.688016 = -746705.667260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12506.160000 sec): 3 clusters
  Score: Raw -744349.750594 + Penalty 2883.376032 = -741466.374562
  nChanged 2968
		SP:Iteration 1F (12506.180000 sec): 3 clusters
  Score: Raw -746688.524389 + Penalty 2883.376032 = -743805.148357
  nChanged 778
		SP:Iteration 2F (12506.200000 sec): 3 clusters
  Score: Raw -747528.288296 + Penalty 2883.376032 = -744644.912264
  nChanged 594
		SP:Iteration 3F (12506.220000 sec): 3 clusters
  Score: Raw -748039.386095 + Penalty 2883.376032 = -745156.010063
  nChanged 451
		SP:Iteration 4F (12506.240000 sec): 3 clusters
  Score: Raw -748376.849416 + Penalty 2883.376032 = -745493.473384
  nChanged 334
		SP:Iteration 5Q (12506.250000 sec): 3 clusters
  Score: Raw -748597.296197 + Penalty 2883.376032 = -745713.920165
  nChanged 252
		SP:Iteration 6Q (12506.270000 sec): 3 clusters
  Score: Raw -748757.080555 + Penalty 2883.376032 = -745873.704524
  nChanged 200
		SP:Iteration 7Q (12506.290000 sec): 3 clusters
  Score: Raw -748863.143052 + Penalty 2883.376032 = -745979.767020
  nChanged 158
		SP:Iteration 8Q (12506.300000 sec): 3 clusters
  Score: Raw -748950.280267 + Penalty 2883.376032 = -746066.904235
  nChanged 141
		SP:Iteration 9Q (12506.320000 sec): 3 clusters
  Score: Raw -749029.499624 + Penalty 2883.376032 = -746146.123593
  nChanged 117
		SP:Iteration 10Q (12506.340000 sec): 3 clusters
  Score: Raw -749103.072347 + Penalty 2883.376032 = -746219.696316
  nChanged 108
		SP:Iteration 11Q (12506.360000 sec): 3 clusters
  Score: Raw -749172.509938 + Penalty 2883.376032 = -746289.133906
  nChanged 98
		SP:Iteration 12Q (12506.370000 sec): 3 clusters
  Score: Raw -749254.497412 + Penalty 2883.376032 = -746371.121380
  nChanged 99
		SP:Iteration 13Q (12506.390000 sec): 3 clusters
  Score: Raw -749334.793080 + Penalty 2883.376032 = -746451.417048
  nChanged 96
		SP:Iteration 14Q (12506.400000 sec): 3 clusters
  Score: Raw -749393.509735 + Penalty 2883.376032 = -746510.133704
  nChanged 67
		SP:Iteration 15Q (12506.420000 sec): 3 clusters
  Score: Raw -749445.125197 + Penalty 2883.376032 = -746561.749166
  nChanged 67
		SP:Iteration 16Q (12506.440000 sec): 3 clusters
  Score: Raw -749481.811382 + Penalty 2883.376032 = -746598.435350
  nChanged 43
		SP:Iteration 17Q (12506.450000 sec): 3 clusters
  Score: Raw -749501.847081 + Penalty 2883.376032 = -746618.471049
  nChanged 28
		SP:Iteration 18Q (12506.470000 sec): 3 clusters
  Score: Raw -749509.571473 + Penalty 2883.376032 = -746626.195442
  nChanged 12
		SP:Iteration 19Q (12506.480000 sec): 3 clusters
  Score: Raw -749511.819777 + Penalty 2883.376032 = -746628.443745
  nChanged 10
		SP:Iteration 20F (12506.500000 sec): 3 clusters
  Score: Raw -749513.656268 + Penalty 2883.376032 = -746630.280237
  nChanged 9
		SP:Iteration 21Q (12506.520000 sec): 3 clusters
  Score: Raw -749515.916046 + Penalty 2883.376032 = -746632.540015
  nChanged 11
		SP:Iteration 22Q (12506.540000 sec): 3 clusters
  Score: Raw -749519.445841 + Penalty 2883.376032 = -746636.069810
  nChanged 14
		SP:Iteration 23Q (12506.550000 sec): 3 clusters
  Score: Raw -749523.179577 + Penalty 2883.376032 = -746639.803545
  nChanged 9
		SP:Iteration 24Q (12506.570000 sec): 3 clusters
  Score: Raw -749525.981716 + Penalty 2883.376032 = -746642.605684
  nChanged 11
		SP:Iteration 25Q (12506.580000 sec): 3 clusters
  Score: Raw -749529.673372 + Penalty 2883.376032 = -746646.297341
  nChanged 13
		SP:Iteration 26Q (12506.600000 sec): 3 clusters
  Score: Raw -749534.267357 + Penalty 2883.376032 = -746650.891325
  nChanged 13
		SP:Iteration 27Q (12506.620000 sec): 3 clusters
  Score: Raw -749538.128150 + Penalty 2883.376032 = -746654.752118
  nChanged 14
		SP:Iteration 28Q (12506.630000 sec): 3 clusters
  Score: Raw -749545.336011 + Penalty 2883.376032 = -746661.959980
  nChanged 25
		SP:Iteration 29Q (12506.650000 sec): 3 clusters
  Score: Raw -749553.083605 + Penalty 2883.376032 = -746669.707574
  nChanged 18
		SP:Iteration 30Q (12506.660000 sec): 3 clusters
  Score: Raw -749557.321991 + Penalty 2883.376032 = -746673.945960
  nChanged 13
		SP:Iteration 31Q (12506.680000 sec): 3 clusters
  Score: Raw -749561.156259 + Penalty 2883.376032 = -746677.780227
  nChanged 15
		SP:Iteration 32Q (12506.700000 sec): 3 clusters
  Score: Raw -749564.664107 + Penalty 2883.376032 = -746681.288075
  nChanged 8
		SP:Iteration 33Q (12506.710000 sec): 3 clusters
  Score: Raw -749566.350430 + Penalty 2883.376032 = -746682.974399
  nChanged 6
		SP:Iteration 34Q (12506.730000 sec): 3 clusters
  Score: Raw -749567.466853 + Penalty 2883.376032 = -746684.090822
  nChanged 1
		SP:Iteration 35Q (12506.740000 sec): 3 clusters
  Score: Raw -749567.952006 + Penalty 2883.376032 = -746684.575974
  nChanged 3
		SP:Iteration 36Q (12506.760000 sec): 3 clusters
  Score: Raw -749569.542336 + Penalty 2883.376032 = -746686.166304
  nChanged 5
		SP:Iteration 37Q (12506.780000 sec): 3 clusters
  Score: Raw -749570.015592 + Penalty 2883.376032 = -746686.639561
  nChanged 2
		SP:Iteration 38Q (12506.790000 sec): 3 clusters
  Score: Raw -749570.162181 + Penalty 2883.376032 = -746686.786150
  nChanged 1
		SP:Iteration 39Q (12506.810000 sec): 3 clusters
  Score: Raw -749570.228611 + Penalty 2883.376032 = -746686.852579
  nChanged 1
		SP:Iteration 40F (12506.830000 sec): 3 clusters
  Score: Raw -749570.351933 + Penalty 2883.376032 = -746686.975901
  nChanged 2
		SP:Iteration 41Q (12506.840000 sec): 3 clusters
  Score: Raw -749570.671593 + Penalty 2883.376032 = -746687.295561
  nChanged 1
		SP:Iteration 42Q (12506.860000 sec): 3 clusters
  Score: Raw -749570.721548 + Penalty 2883.376032 = -746687.345517
  nChanged 0
		SP:Iteration 43F (12506.880000 sec): 3 clusters
  Score: Raw -749570.721548 + Penalty 2883.376032 = -746687.345517
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12506.890000 sec): 2 clusters
  Score: Raw -350519.759658 + Penalty 1304.146413 = -349215.613245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12506.900000 sec): 3 clusters
  Score: Raw -349131.125160 + Penalty 2608.292826 = -346522.832334
  nChanged 1142
		SP:Iteration 1F (12506.900000 sec): 3 clusters
  Score: Raw -349811.625692 + Penalty 2608.292826 = -347203.332866
  nChanged 242
		SP:Iteration 2F (12506.910000 sec): 3 clusters
  Score: Raw -349979.103359 + Penalty 2608.292826 = -347370.810533
  nChanged 172
		SP:Iteration 3F (12506.920000 sec): 3 clusters
  Score: Raw -350088.879927 + Penalty 2608.292826 = -347480.587101
  nChanged 130
		SP:Iteration 4Q (12506.930000 sec): 3 clusters
  Score: Raw -350169.139144 + Penalty 2608.292826 = -347560.846318
  nChanged 107
		SP:Iteration 5Q (12506.940000 sec): 3 clusters
  Score: Raw -350238.695770 + Penalty 2608.292826 = -347630.402944
  nChanged 111
		SP:Iteration 6Q (12506.940000 sec): 3 clusters
  Score: Raw -350310.156948 + Penalty 2608.292826 = -347701.864122
  nChanged 116
		SP:Iteration 7Q (12506.950000 sec): 3 clusters
  Score: Raw -350412.785680 + Penalty 2608.292826 = -347804.492854
  nChanged 147
		SP:Iteration 8Q (12506.960000 sec): 3 clusters
  Score: Raw -350553.248688 + Penalty 2608.292826 = -347944.955863
  nChanged 149
		SP:Iteration 9Q (12506.960000 sec): 3 clusters
  Score: Raw -350719.917282 + Penalty 2608.292826 = -348111.624456
  nChanged 150
		SP:Iteration 10Q (12506.970000 sec): 3 clusters
  Score: Raw -350897.280510 + Penalty 2608.292826 = -348288.987684
  nChanged 119
		SP:Iteration 11Q (12506.980000 sec): 3 clusters
  Score: Raw -351047.928529 + Penalty 2608.292826 = -348439.635703
  nChanged 98
		SP:Iteration 12Q (12506.990000 sec): 3 clusters
  Score: Raw -351153.113921 + Penalty 2608.292826 = -348544.821095
  nChanged 45
		SP:Iteration 13Q (12507.000000 sec): 3 clusters
  Score: Raw -351212.595188 + Penalty 2608.292826 = -348604.302362
  nChanged 23
		SP:Iteration 14Q (12507.000000 sec): 3 clusters
  Score: Raw -351233.697808 + Penalty 2608.292826 = -348625.404983
  nChanged 12
		SP:Iteration 15Q (12507.010000 sec): 3 clusters
  Score: Raw -351250.234051 + Penalty 2608.292826 = -348641.941225
  nChanged 10
		SP:Iteration 16Q (12507.020000 sec): 3 clusters
  Score: Raw -351276.075136 + Penalty 2608.292826 = -348667.782311
  nChanged 10
		SP:Iteration 17Q (12507.020000 sec): 3 clusters
  Score: Raw -351285.010695 + Penalty 2608.292826 = -348676.717869
  nChanged 7
		SP:Iteration 18Q (12507.030000 sec): 3 clusters
  Score: Raw -351291.220785 + Penalty 2608.292826 = -348682.927960
  nChanged 3
		SP:Iteration 19Q (12507.040000 sec): 3 clusters
  Score: Raw -351304.398034 + Penalty 2608.292826 = -348696.105209
  nChanged 4
		SP:Iteration 20F (12507.040000 sec): 3 clusters
  Score: Raw -351356.015923 + Penalty 2608.292826 = -348747.723098
  nChanged 13
		SP:Iteration 21Q (12507.050000 sec): 3 clusters
  Score: Raw -351382.129409 + Penalty 2608.292826 = -348773.836583
  nChanged 10
		SP:Iteration 22Q (12507.060000 sec): 3 clusters
  Score: Raw -351391.190888 + Penalty 2608.292826 = -348782.898062
  nChanged 11
		SP:Iteration 23Q (12507.070000 sec): 3 clusters
  Score: Raw -351398.250608 + Penalty 2608.292826 = -348789.957782
  nChanged 4
		SP:Iteration 24Q (12507.070000 sec): 3 clusters
  Score: Raw -351401.709845 + Penalty 2608.292826 = -348793.417019
  nChanged 5
		SP:Iteration 25Q (12507.080000 sec): 3 clusters
  Score: Raw -351405.716826 + Penalty 2608.292826 = -348797.424001
  nChanged 2
		SP:Iteration 26Q (12507.090000 sec): 3 clusters
  Score: Raw -351406.710229 + Penalty 2608.292826 = -348798.417404
  nChanged 1
		SP:Iteration 27Q (12507.100000 sec): 3 clusters
  Score: Raw -351407.246676 + Penalty 2608.292826 = -348798.953850
  nChanged 2
		SP:Iteration 28Q (12507.100000 sec): 3 clusters
  Score: Raw -351408.692684 + Penalty 2608.292826 = -348800.399858
  nChanged 1
		SP:Iteration 29Q (12507.110000 sec): 3 clusters
  Score: Raw -351409.512853 + Penalty 2608.292826 = -348801.220028
  nChanged 0
		SP:Iteration 30F (12507.120000 sec): 3 clusters
  Score: Raw -351409.512853 + Penalty 2608.292826 = -348801.220028
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12507.130000 sec): 2 clusters
  Score: Raw -349828.146862 + Penalty 1313.239694 = -348514.907168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12507.140000 sec): 3 clusters
  Score: Raw -348260.426210 + Penalty 2626.479388 = -345633.946822
  nChanged 1276
		SP:Iteration 1F (12507.140000 sec): 3 clusters
  Score: Raw -349076.010312 + Penalty 2626.479388 = -346449.530924
  nChanged 258
		SP:Iteration 2F (12507.150000 sec): 3 clusters
  Score: Raw -349259.850138 + Penalty 2626.479388 = -346633.370750
  nChanged 193
		SP:Iteration 3F (12507.160000 sec): 3 clusters
  Score: Raw -349448.151971 + Penalty 2626.479388 = -346821.672582
  nChanged 215
		SP:Iteration 4F (12507.160000 sec): 3 clusters
  Score: Raw -349659.670073 + Penalty 2626.479388 = -347033.190685
  nChanged 200
		SP:Iteration 5F (12507.170000 sec): 3 clusters
  Score: Raw -349879.093785 + Penalty 2626.479388 = -347252.614397
  nChanged 198
		SP:Iteration 6F (12507.180000 sec): 3 clusters
  Score: Raw -350052.932932 + Penalty 2626.479388 = -347426.453544
  nChanged 139
		SP:Iteration 7Q (12507.190000 sec): 3 clusters
  Score: Raw -350144.978015 + Penalty 2626.479388 = -347518.498627
  nChanged 90
		SP:Iteration 8Q (12507.200000 sec): 3 clusters
  Score: Raw -350189.019714 + Penalty 2626.479388 = -347562.540326
  nChanged 52
		SP:Iteration 9Q (12507.200000 sec): 3 clusters
  Score: Raw -350212.961438 + Penalty 2626.479388 = -347586.482050
  nChanged 41
		SP:Iteration 10Q (12507.210000 sec): 3 clusters
  Score: Raw -350231.599768 + Penalty 2626.479388 = -347605.120380
  nChanged 36
		SP:Iteration 11Q (12507.220000 sec): 3 clusters
  Score: Raw -350247.405647 + Penalty 2626.479388 = -347620.926259
  nChanged 31
		SP:Iteration 12Q (12507.230000 sec): 3 clusters
  Score: Raw -350261.792178 + Penalty 2626.479388 = -347635.312790
  nChanged 18
		SP:Iteration 13Q (12507.240000 sec): 3 clusters
  Score: Raw -350270.091823 + Penalty 2626.479388 = -347643.612435
  nChanged 16
		SP:Iteration 14Q (12507.240000 sec): 3 clusters
  Score: Raw -350276.057034 + Penalty 2626.479388 = -347649.577646
  nChanged 11
		SP:Iteration 15Q (12507.250000 sec): 3 clusters
  Score: Raw -350280.641938 + Penalty 2626.479388 = -347654.162550
  nChanged 10
		SP:Iteration 16Q (12507.260000 sec): 3 clusters
  Score: Raw -350286.031303 + Penalty 2626.479388 = -347659.551915
  nChanged 11
		SP:Iteration 17Q (12507.270000 sec): 3 clusters
  Score: Raw -350289.961179 + Penalty 2626.479388 = -347663.481791
  nChanged 15
		SP:Iteration 18Q (12507.280000 sec): 3 clusters
  Score: Raw -350294.217729 + Penalty 2626.479388 = -347667.738341
  nChanged 7
		SP:Iteration 19Q (12507.280000 sec): 3 clusters
  Score: Raw -350297.004533 + Penalty 2626.479388 = -347670.525145
  nChanged 7
		SP:Iteration 20F (12507.290000 sec): 3 clusters
  Score: Raw -350299.206380 + Penalty 2626.479388 = -347672.726992
  nChanged 7
		SP:Iteration 21Q (12507.300000 sec): 3 clusters
  Score: Raw -350301.250293 + Penalty 2626.479388 = -347674.770905
  nChanged 5
		SP:Iteration 22Q (12507.300000 sec): 3 clusters
  Score: Raw -350302.400156 + Penalty 2626.479388 = -347675.920768
  nChanged 1
		SP:Iteration 23Q (12507.310000 sec): 3 clusters
  Score: Raw -350302.727340 + Penalty 2626.479388 = -347676.247952
  nChanged 2
		SP:Iteration 24Q (12507.320000 sec): 3 clusters
  Score: Raw -350303.221498 + Penalty 2626.479388 = -347676.742110
  nChanged 0
		SP:Iteration 25F (12507.330000 sec): 3 clusters
  Score: Raw -350303.221498 + Penalty 2626.479388 = -347676.742110
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (7900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12507.360000 sec): 2 clusters
  Score: Raw -950896.706718 + Penalty 1458.375431 = -949438.331287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12507.380000 sec): 3 clusters
  Score: Raw -946526.043476 + Penalty 2916.750862 = -943609.292613
  nChanged 3363
		SP:Iteration 1F (12507.400000 sec): 3 clusters
  Score: Raw -948520.765404 + Penalty 2916.750862 = -945604.014542
  nChanged 619
		SP:Iteration 2F (12507.420000 sec): 3 clusters
  Score: Raw -948933.487233 + Penalty 2916.750862 = -946016.736370
  nChanged 532
		SP:Iteration 3F (12507.440000 sec): 3 clusters
  Score: Raw -949271.489917 + Penalty 2916.750862 = -946354.739055
  nChanged 499
		SP:Iteration 4F (12507.460000 sec): 3 clusters
  Score: Raw -949539.970336 + Penalty 2916.750862 = -946623.219474
  nChanged 404
		SP:Iteration 5F (12507.480000 sec): 3 clusters
  Score: Raw -949745.634901 + Penalty 2916.750862 = -946828.884039
  nChanged 403
		SP:Iteration 6F (12507.500000 sec): 3 clusters
  Score: Raw -949972.544365 + Penalty 2916.750862 = -947055.793503
  nChanged 381
		SP:Iteration 7Q (12507.510000 sec): 3 clusters
  Score: Raw -950192.081997 + Penalty 2916.750862 = -947275.331134
  nChanged 357
		SP:Iteration 8Q (12507.530000 sec): 3 clusters
  Score: Raw -950394.792921 + Penalty 2916.750862 = -947478.042058
  nChanged 317
		SP:Iteration 9Q (12507.550000 sec): 3 clusters
  Score: Raw -950575.064694 + Penalty 2916.750862 = -947658.313832
  nChanged 276
		SP:Iteration 10Q (12507.570000 sec): 3 clusters
  Score: Raw -950733.870664 + Penalty 2916.750862 = -947817.119802
  nChanged 238
		SP:Iteration 11Q (12507.590000 sec): 3 clusters
  Score: Raw -950876.125561 + Penalty 2916.750862 = -947959.374698
  nChanged 218
		SP:Iteration 12Q (12507.610000 sec): 3 clusters
  Score: Raw -951014.727294 + Penalty 2916.750862 = -948097.976431
  nChanged 180
		SP:Iteration 13Q (12507.630000 sec): 3 clusters
  Score: Raw -951133.002741 + Penalty 2916.750862 = -948216.251878
  nChanged 147
		SP:Iteration 14Q (12507.650000 sec): 3 clusters
  Score: Raw -951233.666477 + Penalty 2916.750862 = -948316.915614
  nChanged 117
		SP:Iteration 15Q (12507.670000 sec): 3 clusters
  Score: Raw -951306.310375 + Penalty 2916.750862 = -948389.559512
  nChanged 101
		SP:Iteration 16Q (12507.690000 sec): 3 clusters
  Score: Raw -951361.672078 + Penalty 2916.750862 = -948444.921216
  nChanged 78
		SP:Iteration 17Q (12507.700000 sec): 3 clusters
  Score: Raw -951399.486325 + Penalty 2916.750862 = -948482.735462
  nChanged 58
		SP:Iteration 18Q (12507.720000 sec): 3 clusters
  Score: Raw -951426.614726 + Penalty 2916.750862 = -948509.863863
  nChanged 54
		SP:Iteration 19Q (12507.740000 sec): 3 clusters
  Score: Raw -951447.869350 + Penalty 2916.750862 = -948531.118488
  nChanged 41
		SP:Iteration 20F (12507.760000 sec): 3 clusters
  Score: Raw -951464.328169 + Penalty 2916.750862 = -948547.577307
  nChanged 32
		SP:Iteration 21Q (12507.780000 sec): 3 clusters
  Score: Raw -951477.727638 + Penalty 2916.750862 = -948560.976775
  nChanged 29
		SP:Iteration 22Q (12507.800000 sec): 3 clusters
  Score: Raw -951490.909700 + Penalty 2916.750862 = -948574.158838
  nChanged 30
		SP:Iteration 23Q (12507.810000 sec): 3 clusters
  Score: Raw -951503.181001 + Penalty 2916.750862 = -948586.430139
  nChanged 29
		SP:Iteration 24Q (12507.830000 sec): 3 clusters
  Score: Raw -951513.686445 + Penalty 2916.750862 = -948596.935583
  nChanged 28
		SP:Iteration 25Q (12507.850000 sec): 3 clusters
  Score: Raw -951521.114736 + Penalty 2916.750862 = -948604.363874
  nChanged 23
		SP:Iteration 26Q (12507.870000 sec): 3 clusters
  Score: Raw -951528.353628 + Penalty 2916.750862 = -948611.602765
  nChanged 21
		SP:Iteration 27Q (12507.890000 sec): 3 clusters
  Score: Raw -951535.649195 + Penalty 2916.750862 = -948618.898333
  nChanged 22
		SP:Iteration 28Q (12507.910000 sec): 3 clusters
  Score: Raw -951543.865825 + Penalty 2916.750862 = -948627.114963
  nChanged 14
		SP:Iteration 29Q (12507.920000 sec): 3 clusters
  Score: Raw -951548.082592 + Penalty 2916.750862 = -948631.331729
  nChanged 6
		SP:Iteration 30Q (12507.940000 sec): 3 clusters
  Score: Raw -951549.503417 + Penalty 2916.750862 = -948632.752554
  nChanged 7
		SP:Iteration 31Q (12507.950000 sec): 3 clusters
  Score: Raw -951551.350632 + Penalty 2916.750862 = -948634.599769
  nChanged 7
		SP:Iteration 32Q (12507.970000 sec): 3 clusters
  Score: Raw -951553.414034 + Penalty 2916.750862 = -948636.663171
  nChanged 5
		SP:Iteration 33Q (12507.990000 sec): 3 clusters
  Score: Raw -951554.535767 + Penalty 2916.750862 = -948637.784905
  nChanged 5
		SP:Iteration 34Q (12508.010000 sec): 3 clusters
  Score: Raw -951555.844206 + Penalty 2916.750862 = -948639.093343
  nChanged 3
		SP:Iteration 35Q (12508.020000 sec): 3 clusters
  Score: Raw -951556.577969 + Penalty 2916.750862 = -948639.827107
  nChanged 2
		SP:Iteration 36Q (12508.040000 sec): 3 clusters
  Score: Raw -951557.204798 + Penalty 2916.750862 = -948640.453936
  nChanged 3
		SP:Iteration 37Q (12508.060000 sec): 3 clusters
  Score: Raw -951558.152452 + Penalty 2916.750862 = -948641.401589
  nChanged 5
		SP:Iteration 38Q (12508.070000 sec): 3 clusters
  Score: Raw -951559.089293 + Penalty 2916.750862 = -948642.338431
  nChanged 2
		SP:Iteration 39Q (12508.090000 sec): 3 clusters
  Score: Raw -951559.322418 + Penalty 2916.750862 = -948642.571556
  nChanged 0
		SP:Iteration 40F (12508.110000 sec): 3 clusters
  Score: Raw -951559.322418 + Penalty 2916.750862 = -948642.571556
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12508.120000 sec): 2 clusters
  Score: Raw -143216.039563 + Penalty 1165.892700 = -142050.146862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12508.130000 sec): 3 clusters
  Score: Raw -142758.376023 + Penalty 2331.785401 = -140426.590623
  nChanged 410
		SP:Iteration 1F (12508.130000 sec): 3 clusters
  Score: Raw -143060.685866 + Penalty 2331.785401 = -140728.900466
  nChanged 99
		SP:Iteration 2F (12508.130000 sec): 3 clusters
  Score: Raw -143137.971993 + Penalty 2331.785401 = -140806.186592
  nChanged 48
		SP:Iteration 3Q (12508.130000 sec): 3 clusters
  Score: Raw -143175.826946 + Penalty 2331.785401 = -140844.041545
  nChanged 26
		SP:Iteration 4Q (12508.140000 sec): 3 clusters
  Score: Raw -143193.592647 + Penalty 2331.785401 = -140861.807246
  nChanged 20
		SP:Iteration 5Q (12508.140000 sec): 3 clusters
  Score: Raw -143211.830593 + Penalty 2331.785401 = -140880.045193
  nChanged 16
		SP:Iteration 6Q (12508.140000 sec): 3 clusters
  Score: Raw -143223.701919 + Penalty 2331.785401 = -140891.916518
  nChanged 4
		SP:Iteration 7Q (12508.150000 sec): 3 clusters
  Score: Raw -143225.705748 + Penalty 2331.785401 = -140893.920348
  nChanged 5
		SP:Iteration 8Q (12508.150000 sec): 3 clusters
  Score: Raw -143229.646245 + Penalty 2331.785401 = -140897.860844
  nChanged 8
		SP:Iteration 9Q (12508.150000 sec): 3 clusters
  Score: Raw -143234.292043 + Penalty 2331.785401 = -140902.506642
  nChanged 5
		SP:Iteration 10Q (12508.160000 sec): 3 clusters
  Score: Raw -143237.858930 + Penalty 2331.785401 = -140906.073530
  nChanged 2
		SP:Iteration 11Q (12508.160000 sec): 3 clusters
  Score: Raw -143239.486741 + Penalty 2331.785401 = -140907.701340
  nChanged 3
		SP:Iteration 12Q (12508.160000 sec): 3 clusters
  Score: Raw -143241.127414 + Penalty 2331.785401 = -140909.342013
  nChanged 0
		SP:Iteration 13F (12508.170000 sec): 3 clusters
  Score: Raw -143241.127414 + Penalty 2331.785401 = -140909.342013
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (41522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12508.290000 sec): 2 clusters
  Score: Raw -4765800.347490 + Penalty 1728.021537 = -4764072.325954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12508.400000 sec): 3 clusters
  Score: Raw -4739834.677623 + Penalty 3456.043073 = -4736378.634550
  nChanged 19330
		SP:Iteration 1F (12508.510000 sec): 3 clusters
  Score: Raw -4750968.436054 + Penalty 3456.043073 = -4747512.392981
  nChanged 1915
		SP:Iteration 2Q (12508.620000 sec): 3 clusters
  Score: Raw -4751672.048273 + Penalty 3456.043073 = -4748216.005200
  nChanged 1970
		SP:Iteration 3Q (12508.730000 sec): 3 clusters
  Score: Raw -4752479.404771 + Penalty 3456.043073 = -4749023.361698
  nChanged 2040
		SP:Iteration 4Q (12508.840000 sec): 3 clusters
  Score: Raw -4753380.365660 + Penalty 3456.043073 = -4749924.322587
  nChanged 2119
		SP:Iteration 5F (12508.950000 sec): 3 clusters
  Score: Raw -4754376.650427 + Penalty 3456.043073 = -4750920.607354
  nChanged 2131
		SP:Iteration 6F (12509.060000 sec): 3 clusters
  Score: Raw -4755417.961125 + Penalty 3456.043073 = -4751961.918052
  nChanged 2061
		SP:Iteration 7Q (12509.170000 sec): 3 clusters
  Score: Raw -4756481.307745 + Penalty 3456.043073 = -4753025.264672
  nChanged 1960
		SP:Iteration 8Q (12509.280000 sec): 3 clusters
  Score: Raw -4757576.982110 + Penalty 3456.043073 = -4754120.939037
  nChanged 1884
		SP:Iteration 9Q (12509.390000 sec): 3 clusters
  Score: Raw -4758642.454849 + Penalty 3456.043073 = -4755186.411776
  nChanged 1665
		SP:Iteration 10Q (12509.500000 sec): 3 clusters
  Score: Raw -4759466.227062 + Penalty 3456.043073 = -4756010.183989
  nChanged 1351
		SP:Iteration 11Q (12509.610000 sec): 3 clusters
  Score: Raw -4759978.747965 + Penalty 3456.043073 = -4756522.704892
  nChanged 950
		SP:Iteration 12Q (12509.710000 sec): 3 clusters
  Score: Raw -4760234.828799 + Penalty 3456.043073 = -4756778.785726
  nChanged 645
		SP:Iteration 13Q (12509.820000 sec): 3 clusters
  Score: Raw -4760396.952206 + Penalty 3456.043073 = -4756940.909133
  nChanged 554
		SP:Iteration 14Q (12509.930000 sec): 3 clusters
  Score: Raw -4760548.825846 + Penalty 3456.043073 = -4757092.782773
  nChanged 527
		SP:Iteration 15Q (12510.030000 sec): 3 clusters
  Score: Raw -4760693.066278 + Penalty 3456.043073 = -4757237.023205
  nChanged 527
		SP:Iteration 16Q (12510.140000 sec): 3 clusters
  Score: Raw -4760835.573795 + Penalty 3456.043073 = -4757379.530722
  nChanged 500
		SP:Iteration 17Q (12510.250000 sec): 3 clusters
  Score: Raw -4760965.501999 + Penalty 3456.043073 = -4757509.458926
  nChanged 491
		SP:Iteration 18Q (12510.350000 sec): 3 clusters
  Score: Raw -4761097.927240 + Penalty 3456.043073 = -4757641.884167
  nChanged 482
		SP:Iteration 19Q (12510.450000 sec): 3 clusters
  Score: Raw -4761214.093356 + Penalty 3456.043073 = -4757758.050283
  nChanged 437
		SP:Iteration 20F (12510.560000 sec): 3 clusters
  Score: Raw -4761311.873179 + Penalty 3456.043073 = -4757855.830106
  nChanged 396
		SP:Iteration 21Q (12510.670000 sec): 3 clusters
  Score: Raw -4761385.685808 + Penalty 3456.043073 = -4757929.642735
  nChanged 342
		SP:Iteration 22Q (12510.770000 sec): 3 clusters
  Score: Raw -4761445.590222 + Penalty 3456.043073 = -4757989.547149
  nChanged 308
		SP:Iteration 23Q (12510.870000 sec): 3 clusters
  Score: Raw -4761499.602804 + Penalty 3456.043073 = -4758043.559731
  nChanged 292
		SP:Iteration 24Q (12510.980000 sec): 3 clusters
  Score: Raw -4761546.790911 + Penalty 3456.043073 = -4758090.747838
  nChanged 272
		SP:Iteration 25Q (12511.080000 sec): 3 clusters
  Score: Raw -4761587.318673 + Penalty 3456.043073 = -4758131.275600
  nChanged 240
		SP:Iteration 26Q (12511.190000 sec): 3 clusters
  Score: Raw -4761623.011946 + Penalty 3456.043073 = -4758166.968873
  nChanged 242
		SP:Iteration 27Q (12511.290000 sec): 3 clusters
  Score: Raw -4761655.397458 + Penalty 3456.043073 = -4758199.354385
  nChanged 204
		SP:Iteration 28Q (12511.390000 sec): 3 clusters
  Score: Raw -4761682.856673 + Penalty 3456.043073 = -4758226.813600
  nChanged 199
		SP:Iteration 29Q (12511.500000 sec): 3 clusters
  Score: Raw -4761709.230955 + Penalty 3456.043073 = -4758253.187882
  nChanged 192
		SP:Iteration 30Q (12511.600000 sec): 3 clusters
  Score: Raw -4761729.765418 + Penalty 3456.043073 = -4758273.722345
  nChanged 170
		SP:Iteration 31Q (12511.710000 sec): 3 clusters
  Score: Raw -4761745.809238 + Penalty 3456.043073 = -4758289.766165
  nChanged 145
		SP:Iteration 32Q (12511.810000 sec): 3 clusters
  Score: Raw -4761760.435588 + Penalty 3456.043073 = -4758304.392515
  nChanged 149
		SP:Iteration 33Q (12511.910000 sec): 3 clusters
  Score: Raw -4761775.567227 + Penalty 3456.043073 = -4758319.524154
  nChanged 136
		SP:Iteration 34Q (12512.020000 sec): 3 clusters
  Score: Raw -4761789.615941 + Penalty 3456.043073 = -4758333.572868
  nChanged 122
		SP:Iteration 35Q (12512.120000 sec): 3 clusters
  Score: Raw -4761802.251891 + Penalty 3456.043073 = -4758346.208818
  nChanged 126
		SP:Iteration 36Q (12512.220000 sec): 3 clusters
  Score: Raw -4761814.774783 + Penalty 3456.043073 = -4758358.731710
  nChanged 128
		SP:Iteration 37Q (12512.330000 sec): 3 clusters
  Score: Raw -4761826.847712 + Penalty 3456.043073 = -4758370.804639
  nChanged 125
		SP:Iteration 38Q (12512.430000 sec): 3 clusters
  Score: Raw -4761839.109891 + Penalty 3456.043073 = -4758383.066818
  nChanged 125
		SP:Iteration 39Q (12512.530000 sec): 3 clusters
  Score: Raw -4761851.956426 + Penalty 3456.043073 = -4758395.913353
  nChanged 118
		SP:Iteration 40F (12512.640000 sec): 3 clusters
  Score: Raw -4761864.279245 + Penalty 3456.043073 = -4758408.236172
  nChanged 125
		SP:Iteration 41Q (12512.740000 sec): 3 clusters
  Score: Raw -4761877.260123 + Penalty 3456.043073 = -4758421.217050
  nChanged 132
		SP:Iteration 42Q (12512.840000 sec): 3 clusters
  Score: Raw -4761891.166458 + Penalty 3456.043073 = -4758435.123385
  nChanged 132
		SP:Iteration 43Q (12512.950000 sec): 3 clusters
  Score: Raw -4761903.089511 + Penalty 3456.043073 = -4758447.046438
  nChanged 106
		SP:Iteration 44Q (12513.050000 sec): 3 clusters
  Score: Raw -4761910.266453 + Penalty 3456.043073 = -4758454.223380
  nChanged 91
		SP:Iteration 45Q (12513.150000 sec): 3 clusters
  Score: Raw -4761916.554789 + Penalty 3456.043073 = -4758460.511716
  nChanged 76
		SP:Iteration 46Q (12513.250000 sec): 3 clusters
  Score: Raw -4761920.872308 + Penalty 3456.043073 = -4758464.829235
  nChanged 71
		SP:Iteration 47Q (12513.350000 sec): 3 clusters
  Score: Raw -4761925.345600 + Penalty 3456.043073 = -4758469.302527
  nChanged 68
		SP:Iteration 48Q (12513.460000 sec): 3 clusters
  Score: Raw -4761929.668643 + Penalty 3456.043073 = -4758473.625570
  nChanged 60
		SP:Iteration 49Q (12513.560000 sec): 3 clusters
  Score: Raw -4761933.500429 + Penalty 3456.043073 = -4758477.457356
  nChanged 78
		SP:Iteration 50Q (12513.660000 sec): 3 clusters
  Score: Raw -4761938.458902 + Penalty 3456.043073 = -4758482.415829
  nChanged 82
		SP:Iteration 51Q (12513.760000 sec): 3 clusters
  Score: Raw -4761944.252006 + Penalty 3456.043073 = -4758488.208933
  nChanged 83
		SP:Iteration 52Q (12513.860000 sec): 3 clusters
  Score: Raw -4761949.986894 + Penalty 3456.043073 = -4758493.943821
  nChanged 80
		SP:Iteration 53Q (12513.970000 sec): 3 clusters
  Score: Raw -4761956.586916 + Penalty 3456.043073 = -4758500.543843
  nChanged 96
		SP:Iteration 54Q (12514.070000 sec): 3 clusters
  Score: Raw -4761964.624687 + Penalty 3456.043073 = -4758508.581614
  nChanged 115
		SP:Iteration 55Q (12514.170000 sec): 3 clusters
  Score: Raw -4761974.734912 + Penalty 3456.043073 = -4758518.691839
  nChanged 126
		SP:Iteration 56Q (12514.270000 sec): 3 clusters
  Score: Raw -4761986.394677 + Penalty 3456.043073 = -4758530.351604
  nChanged 136
		SP:Iteration 57Q (12514.370000 sec): 3 clusters
  Score: Raw -4762000.009651 + Penalty 3456.043073 = -4758543.966578
  nChanged 143
		SP:Iteration 58Q (12514.470000 sec): 3 clusters
  Score: Raw -4762014.349392 + Penalty 3456.043073 = -4758558.306319
  nChanged 139
		SP:Iteration 59Q (12514.570000 sec): 3 clusters
  Score: Raw -4762025.919825 + Penalty 3456.043073 = -4758569.876752
  nChanged 130
		SP:Iteration 60F (12514.680000 sec): 3 clusters
  Score: Raw -4762037.747588 + Penalty 3456.043073 = -4758581.704515
  nChanged 134
		SP:Iteration 61Q (12514.780000 sec): 3 clusters
  Score: Raw -4762049.087372 + Penalty 3456.043073 = -4758593.044299
  nChanged 120
		SP:Iteration 62Q (12514.880000 sec): 3 clusters
  Score: Raw -4762060.127875 + Penalty 3456.043073 = -4758604.084802
  nChanged 145
		SP:Iteration 63Q (12514.990000 sec): 3 clusters
  Score: Raw -4762074.906860 + Penalty 3456.043073 = -4758618.863787
  nChanged 142
		SP:Iteration 64Q (12515.090000 sec): 3 clusters
  Score: Raw -4762087.911064 + Penalty 3456.043073 = -4758631.867991
  nChanged 137
		SP:Iteration 65Q (12515.190000 sec): 3 clusters
  Score: Raw -4762101.757450 + Penalty 3456.043073 = -4758645.714377
  nChanged 145
		SP:Iteration 66Q (12515.290000 sec): 3 clusters
  Score: Raw -4762116.431025 + Penalty 3456.043073 = -4758660.387952
  nChanged 149
		SP:Iteration 67Q (12515.390000 sec): 3 clusters
  Score: Raw -4762132.582387 + Penalty 3456.043073 = -4758676.539314
  nChanged 153
		SP:Iteration 68Q (12515.490000 sec): 3 clusters
  Score: Raw -4762149.288180 + Penalty 3456.043073 = -4758693.245107
  nChanged 161
		SP:Iteration 69Q (12515.590000 sec): 3 clusters
  Score: Raw -4762166.459610 + Penalty 3456.043073 = -4758710.416537
  nChanged 157
		SP:Iteration 70Q (12515.690000 sec): 3 clusters
  Score: Raw -4762183.194085 + Penalty 3456.043073 = -4758727.151012
  nChanged 165
		SP:Iteration 71Q (12515.790000 sec): 3 clusters
  Score: Raw -4762202.423751 + Penalty 3456.043073 = -4758746.380678
  nChanged 178
		SP:Iteration 72Q (12515.890000 sec): 3 clusters
  Score: Raw -4762222.590203 + Penalty 3456.043073 = -4758766.547130
  nChanged 172
		SP:Iteration 73Q (12515.990000 sec): 3 clusters
  Score: Raw -4762244.110716 + Penalty 3456.043073 = -4758788.067643
  nChanged 193
		SP:Iteration 74Q (12516.090000 sec): 3 clusters
  Score: Raw -4762271.561117 + Penalty 3456.043073 = -4758815.518044
  nChanged 210
		SP:Iteration 75Q (12516.190000 sec): 3 clusters
  Score: Raw -4762304.226262 + Penalty 3456.043073 = -4758848.183189
  nChanged 230
		SP:Iteration 76Q (12516.290000 sec): 3 clusters
  Score: Raw -4762342.676089 + Penalty 3456.043073 = -4758886.633016
  nChanged 235
		SP:Iteration 77Q (12516.390000 sec): 3 clusters
  Score: Raw -4762380.951321 + Penalty 3456.043073 = -4758924.908248
  nChanged 238
		SP:Iteration 78Q (12516.490000 sec): 3 clusters
  Score: Raw -4762422.067842 + Penalty 3456.043073 = -4758966.024769
  nChanged 251
		SP:Iteration 79Q (12516.580000 sec): 3 clusters
  Score: Raw -4762465.106671 + Penalty 3456.043073 = -4759009.063598
  nChanged 240
		SP:Iteration 80F (12516.690000 sec): 3 clusters
  Score: Raw -4762510.306790 + Penalty 3456.043073 = -4759054.263717
  nChanged 277
		SP:Iteration 81Q (12516.790000 sec): 3 clusters
  Score: Raw -4762568.052058 + Penalty 3456.043073 = -4759112.008985
  nChanged 301
		SP:Iteration 82Q (12516.890000 sec): 3 clusters
  Score: Raw -4762638.898369 + Penalty 3456.043073 = -4759182.855296
  nChanged 294
		SP:Iteration 83Q (12516.990000 sec): 3 clusters
  Score: Raw -4762704.994162 + Penalty 3456.043073 = -4759248.951089
  nChanged 302
		SP:Iteration 84Q (12517.090000 sec): 3 clusters
  Score: Raw -4762783.133624 + Penalty 3456.043073 = -4759327.090551
  nChanged 313
		SP:Iteration 85Q (12517.180000 sec): 3 clusters
  Score: Raw -4762870.319562 + Penalty 3456.043073 = -4759414.276489
  nChanged 308
		SP:Iteration 86Q (12517.280000 sec): 3 clusters
  Score: Raw -4762962.027723 + Penalty 3456.043073 = -4759505.984650
  nChanged 328
		SP:Iteration 87Q (12517.370000 sec): 3 clusters
  Score: Raw -4763097.721279 + Penalty 3456.043073 = -4759641.678206
  nChanged 358
		SP:Iteration 88Q (12517.470000 sec): 3 clusters
  Score: Raw -4763272.229673 + Penalty 3456.043073 = -4759816.186600
  nChanged 380
		SP:Iteration 89Q (12517.560000 sec): 3 clusters
  Score: Raw -4763459.868038 + Penalty 3456.043073 = -4760003.824965
  nChanged 370
		SP:Iteration 90Q (12517.660000 sec): 3 clusters
  Score: Raw -4763647.699359 + Penalty 3456.043073 = -4760191.656286
  nChanged 374
		SP:Iteration 91Q (12517.750000 sec): 3 clusters
  Score: Raw -4763812.654403 + Penalty 3456.043073 = -4760356.611330
  nChanged 323
		SP:Iteration 92Q (12517.840000 sec): 3 clusters
  Score: Raw -4763923.821563 + Penalty 3456.043073 = -4760467.778490
  nChanged 300
		SP:Iteration 93Q (12517.930000 sec): 3 clusters
  Score: Raw -4764005.245072 + Penalty 3456.043073 = -4760549.201999
  nChanged 271
		SP:Iteration 94Q (12518.020000 sec): 3 clusters
  Score: Raw -4764064.486225 + Penalty 3456.043073 = -4760608.443152
  nChanged 253
		SP:Iteration 95Q (12518.110000 sec): 3 clusters
  Score: Raw -4764113.577156 + Penalty 3456.043073 = -4760657.534083
  nChanged 225
		SP:Iteration 96Q (12518.210000 sec): 3 clusters
  Score: Raw -4764154.110730 + Penalty 3456.043073 = -4760698.067657
  nChanged 209
		SP:Iteration 97Q (12518.290000 sec): 3 clusters
  Score: Raw -4764191.297109 + Penalty 3456.043073 = -4760735.254036
  nChanged 193
		SP:Iteration 98Q (12518.390000 sec): 3 clusters
  Score: Raw -4764224.977122 + Penalty 3456.043073 = -4760768.934049
  nChanged 175
		SP:Iteration 99Q (12518.470000 sec): 3 clusters
  Score: Raw -4764252.300959 + Penalty 3456.043073 = -4760796.257886
  nChanged 144
		SP:Iteration 100F (12518.580000 sec): 3 clusters
  Score: Raw -4764272.942873 + Penalty 3456.043073 = -4760816.899800
  nChanged 154
		SP:Iteration 101Q (12518.670000 sec): 3 clusters
  Score: Raw -4764297.959643 + Penalty 3456.043073 = -4760841.916570
  nChanged 159
		SP:Iteration 102Q (12518.760000 sec): 3 clusters
  Score: Raw -4764324.346479 + Penalty 3456.043073 = -4760868.303406
  nChanged 145
		SP:Iteration 103Q (12518.850000 sec): 3 clusters
  Score: Raw -4764350.216725 + Penalty 3456.043073 = -4760894.173652
  nChanged 161
		SP:Iteration 104Q (12518.930000 sec): 3 clusters
  Score: Raw -4764379.209680 + Penalty 3456.043073 = -4760923.166607
  nChanged 161
		SP:Iteration 105Q (12519.020000 sec): 3 clusters
  Score: Raw -4764406.793833 + Penalty 3456.043073 = -4760950.750760
  nChanged 153
		SP:Iteration 106Q (12519.110000 sec): 3 clusters
  Score: Raw -4764434.892274 + Penalty 3456.043073 = -4760978.849201
  nChanged 171
		SP:Iteration 107Q (12519.200000 sec): 3 clusters
  Score: Raw -4764472.979278 + Penalty 3456.043073 = -4761016.936205
  nChanged 206
		SP:Iteration 108Q (12519.290000 sec): 3 clusters
  Score: Raw -4764521.633417 + Penalty 3456.043073 = -4761065.590344
  nChanged 215
		SP:Iteration 109Q (12519.370000 sec): 3 clusters
  Score: Raw -4764576.808533 + Penalty 3456.043073 = -4761120.765460
  nChanged 236
		SP:Iteration 110Q (12519.460000 sec): 3 clusters
  Score: Raw -4764639.507458 + Penalty 3456.043073 = -4761183.464385
  nChanged 269
		SP:Iteration 111Q (12519.540000 sec): 3 clusters
  Score: Raw -4764720.055003 + Penalty 3456.043073 = -4761264.011930
  nChanged 235
		SP:Iteration 112Q (12519.630000 sec): 3 clusters
  Score: Raw -4764782.000123 + Penalty 3456.043073 = -4761325.957050
  nChanged 208
		SP:Iteration 113Q (12519.710000 sec): 3 clusters
  Score: Raw -4764831.471579 + Penalty 3456.043073 = -4761375.428506
  nChanged 202
		SP:Iteration 114Q (12519.790000 sec): 3 clusters
  Score: Raw -4764879.987711 + Penalty 3456.043073 = -4761423.944638
  nChanged 192
		SP:Iteration 115Q (12519.880000 sec): 3 clusters
  Score: Raw -4764926.052723 + Penalty 3456.043073 = -4761470.009650
  nChanged 197
		SP:Iteration 116Q (12519.960000 sec): 3 clusters
  Score: Raw -4764976.444466 + Penalty 3456.043073 = -4761520.401393
  nChanged 204
		SP:Iteration 117Q (12520.050000 sec): 3 clusters
  Score: Raw -4765032.792183 + Penalty 3456.043073 = -4761576.749110
  nChanged 207
		SP:Iteration 118Q (12520.130000 sec): 3 clusters
  Score: Raw -4765091.277587 + Penalty 3456.043073 = -4761635.234514
  nChanged 218
		SP:Iteration 119Q (12520.210000 sec): 3 clusters
  Score: Raw -4765162.623063 + Penalty 3456.043073 = -4761706.579990
  nChanged 192
		SP:Iteration 120F (12520.310000 sec): 3 clusters
  Score: Raw -4765223.869135 + Penalty 3456.043073 = -4761767.826062
  nChanged 210
		SP:Iteration 121Q (12520.400000 sec): 3 clusters
  Score: Raw -4765294.705369 + Penalty 3456.043073 = -4761838.662296
  nChanged 195
		SP:Iteration 122Q (12520.480000 sec): 3 clusters
  Score: Raw -4765358.911853 + Penalty 3456.043073 = -4761902.868780
  nChanged 164
		SP:Iteration 123Q (12520.560000 sec): 3 clusters
  Score: Raw -4765413.786965 + Penalty 3456.043073 = -4761957.743892
  nChanged 169
		SP:Iteration 124Q (12520.640000 sec): 3 clusters
  Score: Raw -4765471.547014 + Penalty 3456.043073 = -4762015.503941
  nChanged 154
		SP:Iteration 125Q (12520.720000 sec): 3 clusters
  Score: Raw -4765527.071433 + Penalty 3456.043073 = -4762071.028360
  nChanged 146
		SP:Iteration 126Q (12520.800000 sec): 3 clusters
  Score: Raw -4765577.318552 + Penalty 3456.043073 = -4762121.275479
  nChanged 112
		SP:Iteration 127Q (12520.870000 sec): 3 clusters
  Score: Raw -4765613.205246 + Penalty 3456.043073 = -4762157.162173
  nChanged 105
		SP:Iteration 128Q (12520.950000 sec): 3 clusters
  Score: Raw -4765651.975947 + Penalty 3456.043073 = -4762195.932874
  nChanged 108
		SP:Iteration 129Q (12521.030000 sec): 3 clusters
  Score: Raw -4765695.522741 + Penalty 3456.043073 = -4762239.479668
  nChanged 100
		SP:Iteration 130Q (12521.110000 sec): 3 clusters
  Score: Raw -4765738.655628 + Penalty 3456.043073 = -4762282.612555
  nChanged 115
		SP:Iteration 131Q (12521.190000 sec): 3 clusters
  Score: Raw -4765802.762553 + Penalty 3456.043073 = -4762346.719480
  nChanged 124
		SP:Iteration 132Q (12521.270000 sec): 3 clusters
  Score: Raw -4765884.394475 + Penalty 3456.043073 = -4762428.351402
  nChanged 90
		SP:Iteration 133Q (12521.340000 sec): 3 clusters
  Score: Raw -4765938.919967 + Penalty 3456.043073 = -4762482.876894
  nChanged 92
		SP:Iteration 134Q (12521.420000 sec): 3 clusters
  Score: Raw -4765985.543513 + Penalty 3456.043073 = -4762529.500440
  nChanged 62
		SP:Iteration 135Q (12521.490000 sec): 3 clusters
  Score: Raw -4766015.375724 + Penalty 3456.043073 = -4762559.332651
  nChanged 47
		SP:Iteration 136Q (12521.570000 sec): 3 clusters
  Score: Raw -4766035.388439 + Penalty 3456.043073 = -4762579.345365
  nChanged 44
		SP:Iteration 137Q (12521.650000 sec): 3 clusters
  Score: Raw -4766053.913103 + Penalty 3456.043073 = -4762597.870030
  nChanged 35
		SP:Iteration 138Q (12521.720000 sec): 3 clusters
  Score: Raw -4766069.066950 + Penalty 3456.043073 = -4762613.023877
  nChanged 32
		SP:Iteration 139Q (12521.800000 sec): 3 clusters
  Score: Raw -4766082.549705 + Penalty 3456.043073 = -4762626.506632
  nChanged 22
		SP:Iteration 140F (12521.910000 sec): 3 clusters
  Score: Raw -4766092.836234 + Penalty 3456.043073 = -4762636.793161
  nChanged 11
		SP:Iteration 141Q (12521.980000 sec): 3 clusters
  Score: Raw -4766096.488761 + Penalty 3456.043073 = -4762640.445688
  nChanged 13
		SP:Iteration 142Q (12522.060000 sec): 3 clusters
  Score: Raw -4766102.165816 + Penalty 3456.043073 = -4762646.122743
  nChanged 14
		SP:Iteration 143Q (12522.130000 sec): 3 clusters
  Score: Raw -4766107.779683 + Penalty 3456.043073 = -4762651.736610
  nChanged 12
		SP:Iteration 144Q (12522.210000 sec): 3 clusters
  Score: Raw -4766111.376435 + Penalty 3456.043073 = -4762655.333362
  nChanged 9
		SP:Iteration 145Q (12522.280000 sec): 3 clusters
  Score: Raw -4766114.906702 + Penalty 3456.043073 = -4762658.863629
  nChanged 5
		SP:Iteration 146Q (12522.360000 sec): 3 clusters
  Score: Raw -4766116.397660 + Penalty 3456.043073 = -4762660.354587
  nChanged 7
		SP:Iteration 147Q (12522.430000 sec): 3 clusters
  Score: Raw -4766120.497836 + Penalty 3456.043073 = -4762664.454763
  nChanged 5
		SP:Iteration 148Q (12522.510000 sec): 3 clusters
  Score: Raw -4766122.401862 + Penalty 3456.043073 = -4762666.358788
  nChanged 5
		SP:Iteration 149Q (12522.580000 sec): 3 clusters
  Score: Raw -4766123.520307 + Penalty 3456.043073 = -4762667.477234
  nChanged 3
		SP:Iteration 150Q (12522.660000 sec): 3 clusters
  Score: Raw -4766124.766799 + Penalty 3456.043073 = -4762668.723726
  nChanged 1
		SP:Iteration 151Q (12522.730000 sec): 3 clusters
  Score: Raw -4766125.082206 + Penalty 3456.043073 = -4762669.039133
  nChanged 2
		SP:Iteration 152Q (12522.810000 sec): 3 clusters
  Score: Raw -4766125.412152 + Penalty 3456.043073 = -4762669.369079
  nChanged 0
		SP:Iteration 153F (12522.910000 sec): 3 clusters
  Score: Raw -4766125.412152 + Penalty 3456.043073 = -4762669.369079
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12522.940000 sec): 2 clusters
  Score: Raw -50265.888373 + Penalty 1001.538656 = -49264.349717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12522.940000 sec): 3 clusters
  Score: Raw -50271.645585 + Penalty 2003.077311 = -48268.568273
  nChanged 130
		SP:Iteration 1F (12522.940000 sec): 3 clusters
  Score: Raw -50474.558172 + Penalty 2003.077311 = -48471.480861
  nChanged 30
		SP:Iteration 2F (12522.940000 sec): 3 clusters
  Score: Raw -50537.970286 + Penalty 2003.077311 = -48534.892974
  nChanged 16
		SP:Iteration 3Q (12522.940000 sec): 3 clusters
  Score: Raw -50587.396967 + Penalty 2003.077311 = -48584.319656
  nChanged 13
		SP:Iteration 4Q (12522.940000 sec): 3 clusters
  Score: Raw -50608.752069 + Penalty 2003.077311 = -48605.674758
  nChanged 8
		SP:Iteration 5Q (12522.940000 sec): 3 clusters
  Score: Raw -50621.559972 + Penalty 2003.077311 = -48618.482660
  nChanged 11
		SP:Iteration 6Q (12522.950000 sec): 3 clusters
  Score: Raw -50645.388370 + Penalty 2003.077311 = -48642.311059
  nChanged 13
		SP:Iteration 7Q (12522.950000 sec): 3 clusters
  Score: Raw -50668.425030 + Penalty 2003.077311 = -48665.347719
  nChanged 10
		SP:Iteration 8Q (12522.950000 sec): 3 clusters
  Score: Raw -50684.738734 + Penalty 2003.077311 = -48681.661423
  nChanged 8
		SP:Iteration 9Q (12522.950000 sec): 3 clusters
  Score: Raw -50721.053956 + Penalty 2003.077311 = -48717.976645
  nChanged 7
		SP:Iteration 10Q (12522.950000 sec): 3 clusters
  Score: Raw -50730.772825 + Penalty 2003.077311 = -48727.695514
  nChanged 3
		SP:Iteration 11Q (12522.950000 sec): 3 clusters
  Score: Raw -50735.090767 + Penalty 2003.077311 = -48732.013456
  nChanged 4
		SP:Iteration 12Q (12522.950000 sec): 3 clusters
  Score: Raw -50739.378543 + Penalty 2003.077311 = -48736.301232
  nChanged 1
		SP:Iteration 13Q (12522.950000 sec): 3 clusters
  Score: Raw -50740.601028 + Penalty 2003.077311 = -48737.523716
  nChanged 1
		SP:Iteration 14Q (12522.950000 sec): 3 clusters
  Score: Raw -50741.541083 + Penalty 2003.077311 = -48738.463772
  nChanged 1
		SP:Iteration 15Q (12522.950000 sec): 3 clusters
  Score: Raw -50742.251788 + Penalty 2003.077311 = -48739.174476
  nChanged 2
		SP:Iteration 16Q (12522.960000 sec): 3 clusters
  Score: Raw -50743.581276 + Penalty 2003.077311 = -48740.503965
  nChanged 2
		SP:Iteration 17Q (12522.960000 sec): 3 clusters
  Score: Raw -50745.503091 + Penalty 2003.077311 = -48742.425779
  nChanged 2
		SP:Iteration 18Q (12522.960000 sec): 3 clusters
  Score: Raw -50749.000101 + Penalty 2003.077311 = -48745.922789
  nChanged 5
		SP:Iteration 19Q (12522.960000 sec): 3 clusters
  Score: Raw -50766.905649 + Penalty 2003.077311 = -48763.828338
  nChanged 5
		SP:Iteration 20F (12522.960000 sec): 3 clusters
  Score: Raw -50772.451546 + Penalty 2003.077311 = -48769.374234
  nChanged 6
		SP:Iteration 21Q (12522.960000 sec): 3 clusters
  Score: Raw -50783.771245 + Penalty 2003.077311 = -48780.693934
  nChanged 2
		SP:Iteration 22Q (12522.960000 sec): 3 clusters
  Score: Raw -50786.526674 + Penalty 2003.077311 = -48783.449363
  nChanged 1
		SP:Iteration 23Q (12522.970000 sec): 3 clusters
  Score: Raw -50787.670557 + Penalty 2003.077311 = -48784.593246
  nChanged 2
		SP:Iteration 24Q (12522.970000 sec): 3 clusters
  Score: Raw -50789.709583 + Penalty 2003.077311 = -48786.632271
  nChanged 0
		SP:Iteration 25F (12522.970000 sec): 3 clusters
  Score: Raw -50789.709583 + Penalty 2003.077311 = -48786.632271
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (346485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12523.950000 sec): 2 clusters
  Score: Raw -40283807.895067 + Penalty 2072.784156 = -40281735.110911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12524.870000 sec): 3 clusters
  Score: Raw -40051968.641287 + Penalty 4145.568312 = -40047823.072975
  nChanged 169432
		SP:Iteration 1F (12525.790000 sec): 3 clusters
  Score: Raw -40153551.407906 + Penalty 4145.568312 = -40149405.839594
  nChanged 9509
		SP:Iteration 2Q (12526.730000 sec): 3 clusters
  Score: Raw -40155661.750337 + Penalty 4145.568312 = -40151516.182025
  nChanged 11071
		SP:Iteration 3Q (12527.670000 sec): 3 clusters
  Score: Raw -40158698.994341 + Penalty 4145.568312 = -40154553.426029
  nChanged 13571
		SP:Iteration 4Q (12528.610000 sec): 3 clusters
  Score: Raw -40163517.601918 + Penalty 4145.568312 = -40159372.033606
  nChanged 17285
		SP:Iteration 5Q (12529.550000 sec): 3 clusters
  Score: Raw -40171638.699146 + Penalty 4145.568312 = -40167493.130834
  nChanged 21929
		SP:Iteration 6F (12530.460000 sec): 3 clusters
  Score: Raw -40184983.198893 + Penalty 4145.568312 = -40180837.630580
  nChanged 26782
		SP:Iteration 7F (12531.370000 sec): 3 clusters
  Score: Raw -40205709.126560 + Penalty 4145.568312 = -40201563.558248
  nChanged 29177
		SP:Iteration 8F (12532.300000 sec): 3 clusters
  Score: Raw -40232340.328006 + Penalty 4145.568312 = -40228194.759694
  nChanged 25497
		SP:Iteration 9F (12533.220000 sec): 3 clusters
  Score: Raw -40257420.705210 + Penalty 4145.568312 = -40253275.136898
  nChanged 16520
		SP:Iteration 10Q (12534.120000 sec): 3 clusters
  Score: Raw -40273516.013151 + Penalty 4145.568312 = -40269370.444839
  nChanged 7832
		SP:Iteration 11Q (12534.940000 sec): 3 clusters
  Score: Raw -40280589.172859 + Penalty 4145.568312 = -40276443.604547
  nChanged 2846
		SP:Iteration 12Q (12535.680000 sec): 3 clusters
  Score: Raw -40282909.370003 + Penalty 4145.568312 = -40278763.801691
  nChanged 916
		SP:Iteration 13Q (12536.370000 sec): 3 clusters
  Score: Raw -40283612.000598 + Penalty 4145.568312 = -40279466.432286
  nChanged 293
		SP:Iteration 14Q (12537.020000 sec): 3 clusters
  Score: Raw -40283841.682901 + Penalty 4145.568312 = -40279696.114589
  nChanged 136
		SP:Iteration 15Q (12537.670000 sec): 3 clusters
  Score: Raw -40283961.661608 + Penalty 4145.568312 = -40279816.093296
  nChanged 77
		SP:Iteration 16Q (12538.310000 sec): 3 clusters
  Score: Raw -40284034.155501 + Penalty 4145.568312 = -40279888.587189
  nChanged 41
		SP:Iteration 17Q (12538.950000 sec): 3 clusters
  Score: Raw -40284062.836366 + Penalty 4145.568312 = -40279917.268054
  nChanged 23
		SP:Iteration 18Q (12539.600000 sec): 3 clusters
  Score: Raw -40284079.887373 + Penalty 4145.568312 = -40279934.319061
  nChanged 16
		SP:Iteration 19Q (12540.230000 sec): 3 clusters
  Score: Raw -40284091.115317 + Penalty 4145.568312 = -40279945.547005
  nChanged 10
		SP:Iteration 20F (12541.140000 sec): 3 clusters
  Score: Raw -40284097.179634 + Penalty 4145.568312 = -40279951.611322
  nChanged 7
		SP:Iteration 21Q (12541.780000 sec): 3 clusters
  Score: Raw -40284100.022512 + Penalty 4145.568312 = -40279954.454200
  nChanged 4
		SP:Iteration 22Q (12542.430000 sec): 3 clusters
  Score: Raw -40284102.950666 + Penalty 4145.568312 = -40279957.382353
  nChanged 2
		SP:Iteration 23Q (12543.070000 sec): 3 clusters
  Score: Raw -40284104.594903 + Penalty 4145.568312 = -40279959.026591
  nChanged 5
		SP:Iteration 24Q (12543.710000 sec): 3 clusters
  Score: Raw -40284107.546694 + Penalty 4145.568312 = -40279961.978382
  nChanged 6
		SP:Iteration 25Q (12544.360000 sec): 3 clusters
  Score: Raw -40284112.634367 + Penalty 4145.568312 = -40279967.066055
  nChanged 6
		SP:Iteration 26Q (12545.000000 sec): 3 clusters
  Score: Raw -40284117.446483 + Penalty 4145.568312 = -40279971.878171
  nChanged 3
		SP:Iteration 27Q (12545.640000 sec): 3 clusters
  Score: Raw -40284118.629610 + Penalty 4145.568312 = -40279973.061298
  nChanged 2
		SP:Iteration 28Q (12546.280000 sec): 3 clusters
  Score: Raw -40284119.140943 + Penalty 4145.568312 = -40279973.572631
  nChanged 0
		SP:Iteration 29F (12547.190000 sec): 3 clusters
  Score: Raw -40284119.140943 + Penalty 4145.568312 = -40279973.572631
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12547.390000 sec): 2 clusters
  Score: Raw -910087.016658 + Penalty 1464.511282 = -908622.505376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12547.410000 sec): 3 clusters
  Score: Raw -905570.081619 + Penalty 2929.022564 = -902641.059055
  nChanged 3521
		SP:Iteration 1F (12547.430000 sec): 3 clusters
  Score: Raw -907610.562780 + Penalty 2929.022564 = -904681.540216
  nChanged 597
		SP:Iteration 2F (12547.450000 sec): 3 clusters
  Score: Raw -908002.288774 + Penalty 2929.022564 = -905073.266210
  nChanged 572
		SP:Iteration 3F (12547.470000 sec): 3 clusters
  Score: Raw -908391.344677 + Penalty 2929.022564 = -905462.322113
  nChanged 510
		SP:Iteration 4F (12547.490000 sec): 3 clusters
  Score: Raw -908767.666520 + Penalty 2929.022564 = -905838.643957
  nChanged 521
		SP:Iteration 5F (12547.510000 sec): 3 clusters
  Score: Raw -909152.646578 + Penalty 2929.022564 = -906223.624014
  nChanged 483
		SP:Iteration 6F (12547.530000 sec): 3 clusters
  Score: Raw -909429.498617 + Penalty 2929.022564 = -906500.476054
  nChanged 352
		SP:Iteration 7Q (12547.550000 sec): 3 clusters
  Score: Raw -909616.589945 + Penalty 2929.022564 = -906687.567381
  nChanged 291
		SP:Iteration 8Q (12547.580000 sec): 3 clusters
  Score: Raw -909761.683665 + Penalty 2929.022564 = -906832.661101
  nChanged 252
		SP:Iteration 9Q (12547.600000 sec): 3 clusters
  Score: Raw -909888.064894 + Penalty 2929.022564 = -906959.042330
  nChanged 238
		SP:Iteration 10Q (12547.620000 sec): 3 clusters
  Score: Raw -910013.714085 + Penalty 2929.022564 = -907084.691521
  nChanged 219
		SP:Iteration 11Q (12547.640000 sec): 3 clusters
  Score: Raw -910126.435029 + Penalty 2929.022564 = -907197.412465
  nChanged 186
		SP:Iteration 12Q (12547.660000 sec): 3 clusters
  Score: Raw -910224.500814 + Penalty 2929.022564 = -907295.478251
  nChanged 173
		SP:Iteration 13Q (12547.670000 sec): 3 clusters
  Score: Raw -910310.486498 + Penalty 2929.022564 = -907381.463934
  nChanged 145
		SP:Iteration 14Q (12547.690000 sec): 3 clusters
  Score: Raw -910369.851995 + Penalty 2929.022564 = -907440.829431
  nChanged 110
		SP:Iteration 15Q (12547.710000 sec): 3 clusters
  Score: Raw -910409.017040 + Penalty 2929.022564 = -907479.994477
  nChanged 81
		SP:Iteration 16Q (12547.730000 sec): 3 clusters
  Score: Raw -910436.638725 + Penalty 2929.022564 = -907507.616161
  nChanged 71
		SP:Iteration 17Q (12547.750000 sec): 3 clusters
  Score: Raw -910469.152179 + Penalty 2929.022564 = -907540.129616
  nChanged 74
		SP:Iteration 18Q (12547.770000 sec): 3 clusters
  Score: Raw -910500.787507 + Penalty 2929.022564 = -907571.764943
  nChanged 49
		SP:Iteration 19Q (12547.790000 sec): 3 clusters
  Score: Raw -910521.678786 + Penalty 2929.022564 = -907592.656222
  nChanged 54
		SP:Iteration 20F (12547.810000 sec): 3 clusters
  Score: Raw -910544.318825 + Penalty 2929.022564 = -907615.296261
  nChanged 54
		SP:Iteration 21Q (12547.830000 sec): 3 clusters
  Score: Raw -910570.792889 + Penalty 2929.022564 = -907641.770325
  nChanged 58
		SP:Iteration 22Q (12547.850000 sec): 3 clusters
  Score: Raw -910603.591469 + Penalty 2929.022564 = -907674.568905
  nChanged 48
		SP:Iteration 23Q (12547.870000 sec): 3 clusters
  Score: Raw -910624.429682 + Penalty 2929.022564 = -907695.407118
  nChanged 34
		SP:Iteration 24Q (12547.890000 sec): 3 clusters
  Score: Raw -910640.711983 + Penalty 2929.022564 = -907711.689419
  nChanged 30
		SP:Iteration 25Q (12547.910000 sec): 3 clusters
  Score: Raw -910652.665390 + Penalty 2929.022564 = -907723.642827
  nChanged 24
		SP:Iteration 26Q (12547.930000 sec): 3 clusters
  Score: Raw -910661.787841 + Penalty 2929.022564 = -907732.765277
  nChanged 22
		SP:Iteration 27Q (12547.940000 sec): 3 clusters
  Score: Raw -910671.482475 + Penalty 2929.022564 = -907742.459912
  nChanged 22
		SP:Iteration 28Q (12547.960000 sec): 3 clusters
  Score: Raw -910680.460676 + Penalty 2929.022564 = -907751.438113
  nChanged 20
		SP:Iteration 29Q (12547.980000 sec): 3 clusters
  Score: Raw -910688.682121 + Penalty 2929.022564 = -907759.659557
  nChanged 11
		SP:Iteration 30Q (12548.000000 sec): 3 clusters
  Score: Raw -910693.509028 + Penalty 2929.022564 = -907764.486465
  nChanged 12
		SP:Iteration 31Q (12548.020000 sec): 3 clusters
  Score: Raw -910697.223133 + Penalty 2929.022564 = -907768.200570
  nChanged 7
		SP:Iteration 32Q (12548.040000 sec): 3 clusters
  Score: Raw -910699.341897 + Penalty 2929.022564 = -907770.319334
  nChanged 7
		SP:Iteration 33Q (12548.060000 sec): 3 clusters
  Score: Raw -910701.583635 + Penalty 2929.022564 = -907772.561071
  nChanged 6
		SP:Iteration 34Q (12548.080000 sec): 3 clusters
  Score: Raw -910703.317826 + Penalty 2929.022564 = -907774.295263
  nChanged 1
		SP:Iteration 35Q (12548.100000 sec): 3 clusters
  Score: Raw -910704.100767 + Penalty 2929.022564 = -907775.078204
  nChanged 3
		SP:Iteration 36Q (12548.110000 sec): 3 clusters
  Score: Raw -910705.472494 + Penalty 2929.022564 = -907776.449931
  nChanged 1
		SP:Iteration 37Q (12548.130000 sec): 3 clusters
  Score: Raw -910706.138223 + Penalty 2929.022564 = -907777.115660
  nChanged 2
		SP:Iteration 38Q (12548.150000 sec): 3 clusters
  Score: Raw -910706.829575 + Penalty 2929.022564 = -907777.807011
  nChanged 1
		SP:Iteration 39Q (12548.170000 sec): 3 clusters
  Score: Raw -910707.291839 + Penalty 2929.022564 = -907778.269276
  nChanged 3
		SP:Iteration 40F (12548.190000 sec): 3 clusters
  Score: Raw -910708.653946 + Penalty 2929.022564 = -907779.631382
  nChanged 4
		SP:Iteration 41Q (12548.210000 sec): 3 clusters
  Score: Raw -910709.994087 + Penalty 2929.022564 = -907780.971523
  nChanged 7
		SP:Iteration 42Q (12548.220000 sec): 3 clusters
  Score: Raw -910712.322175 + Penalty 2929.022564 = -907783.299612
  nChanged 5
		SP:Iteration 43Q (12548.240000 sec): 3 clusters
  Score: Raw -910714.149475 + Penalty 2929.022564 = -907785.126911
  nChanged 4
		SP:Iteration 44Q (12548.260000 sec): 3 clusters
  Score: Raw -910715.308122 + Penalty 2929.022564 = -907786.285558
  nChanged 4
		SP:Iteration 45Q (12548.280000 sec): 3 clusters
  Score: Raw -910717.105668 + Penalty 2929.022564 = -907788.083104
  nChanged 6
		SP:Iteration 46Q (12548.300000 sec): 3 clusters
  Score: Raw -910719.016364 + Penalty 2929.022564 = -907789.993801
  nChanged 8
		SP:Iteration 47Q (12548.320000 sec): 3 clusters
  Score: Raw -910721.667701 + Penalty 2929.022564 = -907792.645137
  nChanged 3
		SP:Iteration 48Q (12548.340000 sec): 3 clusters
  Score: Raw -910722.470565 + Penalty 2929.022564 = -907793.448001
  nChanged 3
		SP:Iteration 49Q (12548.350000 sec): 3 clusters
  Score: Raw -910723.702834 + Penalty 2929.022564 = -907794.680270
  nChanged 2
		SP:Iteration 50Q (12548.370000 sec): 3 clusters
  Score: Raw -910724.252355 + Penalty 2929.022564 = -907795.229791
  nChanged 1
		SP:Iteration 51Q (12548.390000 sec): 3 clusters
  Score: Raw -910724.525850 + Penalty 2929.022564 = -907795.503287
  nChanged 0
		SP:Iteration 52F (12548.410000 sec): 3 clusters
  Score: Raw -910724.525850 + Penalty 2929.022564 = -907795.503287
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12548.420000 sec): 2 clusters
  Score: Raw -234540.132350 + Penalty 1246.444635 = -233293.687715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12548.430000 sec): 3 clusters
  Score: Raw -233602.180075 + Penalty 2492.889270 = -231109.290805
  nChanged 798
		SP:Iteration 1F (12548.440000 sec): 3 clusters
  Score: Raw -234093.300666 + Penalty 2492.889270 = -231600.411397
  nChanged 162
		SP:Iteration 2F (12548.440000 sec): 3 clusters
  Score: Raw -234201.150180 + Penalty 2492.889270 = -231708.260910
  nChanged 105
		SP:Iteration 3Q (12548.440000 sec): 3 clusters
  Score: Raw -234269.977576 + Penalty 2492.889270 = -231777.088306
  nChanged 100
		SP:Iteration 4Q (12548.450000 sec): 3 clusters
  Score: Raw -234345.974904 + Penalty 2492.889270 = -231853.085634
  nChanged 93
		SP:Iteration 5Q (12548.460000 sec): 3 clusters
  Score: Raw -234419.717021 + Penalty 2492.889270 = -231926.827751
  nChanged 86
		SP:Iteration 6Q (12548.460000 sec): 3 clusters
  Score: Raw -234491.497625 + Penalty 2492.889270 = -231998.608355
  nChanged 86
		SP:Iteration 7Q (12548.470000 sec): 3 clusters
  Score: Raw -234570.692771 + Penalty 2492.889270 = -232077.803501
  nChanged 73
		SP:Iteration 8Q (12548.470000 sec): 3 clusters
  Score: Raw -234650.488852 + Penalty 2492.889270 = -232157.599583
  nChanged 71
		SP:Iteration 9Q (12548.480000 sec): 3 clusters
  Score: Raw -234715.350917 + Penalty 2492.889270 = -232222.461647
  nChanged 51
		SP:Iteration 10Q (12548.480000 sec): 3 clusters
  Score: Raw -234757.629686 + Penalty 2492.889270 = -232264.740417
  nChanged 37
		SP:Iteration 11Q (12548.490000 sec): 3 clusters
  Score: Raw -234782.826274 + Penalty 2492.889270 = -232289.937004
  nChanged 29
		SP:Iteration 12Q (12548.490000 sec): 3 clusters
  Score: Raw -234804.268177 + Penalty 2492.889270 = -232311.378907
  nChanged 27
		SP:Iteration 13Q (12548.500000 sec): 3 clusters
  Score: Raw -234826.275497 + Penalty 2492.889270 = -232333.386228
  nChanged 29
		SP:Iteration 14Q (12548.500000 sec): 3 clusters
  Score: Raw -234853.213422 + Penalty 2492.889270 = -232360.324152
  nChanged 23
		SP:Iteration 15Q (12548.510000 sec): 3 clusters
  Score: Raw -234873.957937 + Penalty 2492.889270 = -232381.068667
  nChanged 15
		SP:Iteration 16Q (12548.510000 sec): 3 clusters
  Score: Raw -234881.823087 + Penalty 2492.889270 = -232388.933817
  nChanged 8
		SP:Iteration 17Q (12548.520000 sec): 3 clusters
  Score: Raw -234889.117486 + Penalty 2492.889270 = -232396.228216
  nChanged 8
		SP:Iteration 18Q (12548.520000 sec): 3 clusters
  Score: Raw -234893.916145 + Penalty 2492.889270 = -232401.026875
  nChanged 3
		SP:Iteration 19Q (12548.530000 sec): 3 clusters
  Score: Raw -234895.140531 + Penalty 2492.889270 = -232402.251262
  nChanged 1
		SP:Iteration 20F (12548.540000 sec): 3 clusters
  Score: Raw -234896.169384 + Penalty 2492.889270 = -232403.280114
  nChanged 2
		SP:Iteration 21Q (12548.540000 sec): 3 clusters
  Score: Raw -234897.838910 + Penalty 2492.889270 = -232404.949640
  nChanged 1
		SP:Iteration 22Q (12548.540000 sec): 3 clusters
  Score: Raw -234898.628844 + Penalty 2492.889270 = -232405.739575
  nChanged 0
		SP:Iteration 23F (12548.550000 sec): 3 clusters
  Score: Raw -234898.628844 + Penalty 2492.889270 = -232405.739575
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12548.570000 sec): 2 clusters
  Score: Raw -782238.894899 + Penalty 1423.012042 = -780815.882857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12548.590000 sec): 3 clusters
  Score: Raw -778820.211926 + Penalty 2846.024085 = -775974.187841
  nChanged 2635
		SP:Iteration 1F (12548.600000 sec): 3 clusters
  Score: Raw -780264.977678 + Penalty 2846.024085 = -777418.953594
  nChanged 409
		SP:Iteration 2F (12548.620000 sec): 3 clusters
  Score: Raw -780494.962726 + Penalty 2846.024085 = -777648.938642
  nChanged 342
		SP:Iteration 3F (12548.640000 sec): 3 clusters
  Score: Raw -780686.063089 + Penalty 2846.024085 = -777840.039005
  nChanged 281
		SP:Iteration 4Q (12548.650000 sec): 3 clusters
  Score: Raw -780826.268572 + Penalty 2846.024085 = -777980.244488
  nChanged 242
		SP:Iteration 5Q (12548.670000 sec): 3 clusters
  Score: Raw -780948.769023 + Penalty 2846.024085 = -778102.744938
  nChanged 232
		SP:Iteration 6Q (12548.680000 sec): 3 clusters
  Score: Raw -781040.895621 + Penalty 2846.024085 = -778194.871537
  nChanged 211
		SP:Iteration 7Q (12548.700000 sec): 3 clusters
  Score: Raw -781128.269265 + Penalty 2846.024085 = -778282.245180
  nChanged 202
		SP:Iteration 8Q (12548.720000 sec): 3 clusters
  Score: Raw -781221.031279 + Penalty 2846.024085 = -778375.007194
  nChanged 185
		SP:Iteration 9Q (12548.730000 sec): 3 clusters
  Score: Raw -781303.533101 + Penalty 2846.024085 = -778457.509017
  nChanged 183
		SP:Iteration 10Q (12548.750000 sec): 3 clusters
  Score: Raw -781401.973934 + Penalty 2846.024085 = -778555.949849
  nChanged 199
		SP:Iteration 11Q (12548.760000 sec): 3 clusters
  Score: Raw -781519.942873 + Penalty 2846.024085 = -778673.918789
  nChanged 215
		SP:Iteration 12Q (12548.780000 sec): 3 clusters
  Score: Raw -781671.287671 + Penalty 2846.024085 = -778825.263587
  nChanged 217
		SP:Iteration 13Q (12548.800000 sec): 3 clusters
  Score: Raw -781823.800807 + Penalty 2846.024085 = -778977.776723
  nChanged 188
		SP:Iteration 14Q (12548.810000 sec): 3 clusters
  Score: Raw -781979.025803 + Penalty 2846.024085 = -779133.001718
  nChanged 163
		SP:Iteration 15Q (12548.820000 sec): 3 clusters
  Score: Raw -782107.242503 + Penalty 2846.024085 = -779261.218419
  nChanged 122
		SP:Iteration 16Q (12548.840000 sec): 3 clusters
  Score: Raw -782220.764155 + Penalty 2846.024085 = -779374.740070
  nChanged 115
		SP:Iteration 17Q (12548.850000 sec): 3 clusters
  Score: Raw -782319.258129 + Penalty 2846.024085 = -779473.234045
  nChanged 102
		SP:Iteration 18Q (12548.870000 sec): 3 clusters
  Score: Raw -782413.241733 + Penalty 2846.024085 = -779567.217649
  nChanged 81
		SP:Iteration 19Q (12548.880000 sec): 3 clusters
  Score: Raw -782485.218079 + Penalty 2846.024085 = -779639.193994
  nChanged 76
		SP:Iteration 20F (12548.900000 sec): 3 clusters
  Score: Raw -782552.472324 + Penalty 2846.024085 = -779706.448240
  nChanged 69
		SP:Iteration 21Q (12548.910000 sec): 3 clusters
  Score: Raw -782606.346367 + Penalty 2846.024085 = -779760.322282
  nChanged 43
		SP:Iteration 22Q (12548.920000 sec): 3 clusters
  Score: Raw -782634.070585 + Penalty 2846.024085 = -779788.046500
  nChanged 32
		SP:Iteration 23Q (12548.930000 sec): 3 clusters
  Score: Raw -782653.635964 + Penalty 2846.024085 = -779807.611879
  nChanged 22
		SP:Iteration 24Q (12548.940000 sec): 3 clusters
  Score: Raw -782661.721723 + Penalty 2846.024085 = -779815.697638
  nChanged 7
		SP:Iteration 25Q (12548.960000 sec): 3 clusters
  Score: Raw -782663.824574 + Penalty 2846.024085 = -779817.800489
  nChanged 5
		SP:Iteration 26Q (12548.970000 sec): 3 clusters
  Score: Raw -782666.742283 + Penalty 2846.024085 = -779820.718198
  nChanged 6
		SP:Iteration 27Q (12548.980000 sec): 3 clusters
  Score: Raw -782668.555069 + Penalty 2846.024085 = -779822.530985
  nChanged 3
		SP:Iteration 28Q (12549.000000 sec): 3 clusters
  Score: Raw -782669.405639 + Penalty 2846.024085 = -779823.381554
  nChanged 1
		SP:Iteration 29Q (12549.010000 sec): 3 clusters
  Score: Raw -782669.677657 + Penalty 2846.024085 = -779823.653572
  nChanged 1
		SP:Iteration 30Q (12549.020000 sec): 3 clusters
  Score: Raw -782669.794810 + Penalty 2846.024085 = -779823.770726
  nChanged 0
		SP:Iteration 31F (12549.040000 sec): 3 clusters
  Score: Raw -782669.794810 + Penalty 2846.024085 = -779823.770726
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12549.040000 sec): 2 clusters
  Score: Raw -161389.165003 + Penalty 1178.918782 = -160210.246222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12549.050000 sec): 3 clusters
  Score: Raw -160830.037939 + Penalty 2357.837563 = -158472.200375
  nChanged 480
		SP:Iteration 1F (12549.050000 sec): 3 clusters
  Score: Raw -161159.224138 + Penalty 2357.837563 = -158801.386575
  nChanged 115
		SP:Iteration 2F (12549.060000 sec): 3 clusters
  Score: Raw -161245.633192 + Penalty 2357.837563 = -158887.795629
  nChanged 59
		SP:Iteration 3Q (12549.060000 sec): 3 clusters
  Score: Raw -161289.756011 + Penalty 2357.837563 = -158931.918448
  nChanged 41
		SP:Iteration 4Q (12549.060000 sec): 3 clusters
  Score: Raw -161314.695711 + Penalty 2357.837563 = -158956.858148
  nChanged 17
		SP:Iteration 5Q (12549.070000 sec): 3 clusters
  Score: Raw -161325.317986 + Penalty 2357.837563 = -158967.480422
  nChanged 17
		SP:Iteration 6Q (12549.070000 sec): 3 clusters
  Score: Raw -161334.618883 + Penalty 2357.837563 = -158976.781320
  nChanged 10
		SP:Iteration 7Q (12549.070000 sec): 3 clusters
  Score: Raw -161345.614985 + Penalty 2357.837563 = -158987.777421
  nChanged 15
		SP:Iteration 8Q (12549.080000 sec): 3 clusters
  Score: Raw -161353.336593 + Penalty 2357.837563 = -158995.499029
  nChanged 9
		SP:Iteration 9Q (12549.080000 sec): 3 clusters
  Score: Raw -161357.720866 + Penalty 2357.837563 = -158999.883303
  nChanged 6
		SP:Iteration 10Q (12549.080000 sec): 3 clusters
  Score: Raw -161360.428927 + Penalty 2357.837563 = -159002.591364
  nChanged 1
		SP:Iteration 11Q (12549.090000 sec): 3 clusters
  Score: Raw -161360.646857 + Penalty 2357.837563 = -159002.809294
  nChanged 1
		SP:Iteration 12Q (12549.090000 sec): 3 clusters
  Score: Raw -161361.148647 + Penalty 2357.837563 = -159003.311084
  nChanged 1
		SP:Iteration 13Q (12549.100000 sec): 3 clusters
  Score: Raw -161361.737610 + Penalty 2357.837563 = -159003.900047
  nChanged 1
		SP:Iteration 14Q (12549.100000 sec): 3 clusters
  Score: Raw -161362.513539 + Penalty 2357.837563 = -159004.675976
  nChanged 0
		SP:Iteration 15F (12549.100000 sec): 3 clusters
  Score: Raw -161362.513539 + Penalty 2357.837563 = -159004.675976
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12549.110000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12549.110000 sec): 3 clusters
  Score: Raw -35634.045087 + Penalty 1891.526952 = -33742.518135
  nChanged 74
		SP:Iteration 1F (12549.110000 sec): 3 clusters
  Score: Raw -35771.595392 + Penalty 1891.526952 = -33880.068439
  nChanged 17
		SP:Iteration 2F (12549.110000 sec): 3 clusters
  Score: Raw -35811.464249 + Penalty 1891.526952 = -33919.937296
  nChanged 7
		SP:Iteration 3Q (12549.120000 sec): 3 clusters
  Score: Raw -35828.185902 + Penalty 1891.526952 = -33936.658950
  nChanged 5
		SP:Iteration 4Q (12549.120000 sec): 3 clusters
  Score: Raw -35840.915605 + Penalty 1891.526952 = -33949.388653
  nChanged 4
		SP:Iteration 5Q (12549.120000 sec): 3 clusters
  Score: Raw -35848.088354 + Penalty 1891.526952 = -33956.561402
  nChanged 2
		SP:Iteration 6Q (12549.120000 sec): 3 clusters
  Score: Raw -35851.615742 + Penalty 1891.526952 = -33960.088789
  nChanged 1
		SP:Iteration 7Q (12549.120000 sec): 3 clusters
  Score: Raw -35852.575642 + Penalty 1891.526952 = -33961.048689
  nChanged 1
		SP:Iteration 8Q (12549.120000 sec): 3 clusters
  Score: Raw -35855.684419 + Penalty 1891.526952 = -33964.157467
  nChanged 0
		SP:Iteration 9F (12549.120000 sec): 3 clusters
  Score: Raw -35855.684419 + Penalty 1891.526952 = -33964.157467
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (12778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12549.160000 sec): 2 clusters
  Score: Raw -1467813.107953 + Penalty 1536.515536 = -1466276.592417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12549.190000 sec): 3 clusters
  Score: Raw -1460362.701432 + Penalty 3073.031072 = -1457289.670360
  nChanged 5691
		SP:Iteration 1F (12549.230000 sec): 3 clusters
  Score: Raw -1463455.372917 + Penalty 3073.031072 = -1460382.341845
  nChanged 757
		SP:Iteration 2F (12549.260000 sec): 3 clusters
  Score: Raw -1463787.198517 + Penalty 3073.031072 = -1460714.167445
  nChanged 729
		SP:Iteration 3F (12549.290000 sec): 3 clusters
  Score: Raw -1464175.541068 + Penalty 3073.031072 = -1461102.509996
  nChanged 785
		SP:Iteration 4F (12549.330000 sec): 3 clusters
  Score: Raw -1464656.381868 + Penalty 3073.031072 = -1461583.350796
  nChanged 824
		SP:Iteration 5F (12549.360000 sec): 3 clusters
  Score: Raw -1465183.395414 + Penalty 3073.031072 = -1462110.364342
  nChanged 798
		SP:Iteration 6F (12549.390000 sec): 3 clusters
  Score: Raw -1465696.483491 + Penalty 3073.031072 = -1462623.452419
  nChanged 738
		SP:Iteration 7F (12549.430000 sec): 3 clusters
  Score: Raw -1466185.782276 + Penalty 3073.031072 = -1463112.751204
  nChanged 633
		SP:Iteration 8Q (12549.460000 sec): 3 clusters
  Score: Raw -1466615.417064 + Penalty 3073.031072 = -1463542.385992
  nChanged 537
		SP:Iteration 9Q (12549.490000 sec): 3 clusters
  Score: Raw -1466991.500152 + Penalty 3073.031072 = -1463918.469080
  nChanged 446
		SP:Iteration 10Q (12549.530000 sec): 3 clusters
  Score: Raw -1467307.422011 + Penalty 3073.031072 = -1464234.390939
  nChanged 348
		SP:Iteration 11Q (12549.560000 sec): 3 clusters
  Score: Raw -1467563.636528 + Penalty 3073.031072 = -1464490.605456
  nChanged 285
		SP:Iteration 12Q (12549.590000 sec): 3 clusters
  Score: Raw -1467775.112804 + Penalty 3073.031072 = -1464702.081732
  nChanged 179
		SP:Iteration 13Q (12549.630000 sec): 3 clusters
  Score: Raw -1467918.880512 + Penalty 3073.031072 = -1464845.849440
  nChanged 125
		SP:Iteration 14Q (12549.660000 sec): 3 clusters
  Score: Raw -1468026.203236 + Penalty 3073.031072 = -1464953.172164
  nChanged 96
		SP:Iteration 15Q (12549.690000 sec): 3 clusters
  Score: Raw -1468099.592657 + Penalty 3073.031072 = -1465026.561585
  nChanged 57
		SP:Iteration 16Q (12549.720000 sec): 3 clusters
  Score: Raw -1468141.269679 + Penalty 3073.031072 = -1465068.238607
  nChanged 39
		SP:Iteration 17Q (12549.750000 sec): 3 clusters
  Score: Raw -1468165.707730 + Penalty 3073.031072 = -1465092.676658
  nChanged 34
		SP:Iteration 18Q (12549.780000 sec): 3 clusters
  Score: Raw -1468188.256177 + Penalty 3073.031072 = -1465115.225105
  nChanged 37
		SP:Iteration 19Q (12549.810000 sec): 3 clusters
  Score: Raw -1468207.982459 + Penalty 3073.031072 = -1465134.951387
  nChanged 24
		SP:Iteration 20F (12549.840000 sec): 3 clusters
  Score: Raw -1468218.616270 + Penalty 3073.031072 = -1465145.585198
  nChanged 19
		SP:Iteration 21Q (12549.870000 sec): 3 clusters
  Score: Raw -1468226.886942 + Penalty 3073.031072 = -1465153.855870
  nChanged 16
		SP:Iteration 22Q (12549.890000 sec): 3 clusters
  Score: Raw -1468233.094015 + Penalty 3073.031072 = -1465160.062943
  nChanged 13
		SP:Iteration 23Q (12549.920000 sec): 3 clusters
  Score: Raw -1468239.822168 + Penalty 3073.031072 = -1465166.791096
  nChanged 6
		SP:Iteration 24Q (12549.950000 sec): 3 clusters
  Score: Raw -1468242.770904 + Penalty 3073.031072 = -1465169.739833
  nChanged 6
		SP:Iteration 25Q (12549.970000 sec): 3 clusters
  Score: Raw -1468246.485094 + Penalty 3073.031072 = -1465173.454023
  nChanged 8
		SP:Iteration 26Q (12550.000000 sec): 3 clusters
  Score: Raw -1468249.338585 + Penalty 3073.031072 = -1465176.307513
  nChanged 4
		SP:Iteration 27Q (12550.020000 sec): 3 clusters
  Score: Raw -1468250.153659 + Penalty 3073.031072 = -1465177.122587
  nChanged 1
		SP:Iteration 28Q (12550.050000 sec): 3 clusters
  Score: Raw -1468250.522545 + Penalty 3073.031072 = -1465177.491473
  nChanged 1
		SP:Iteration 29Q (12550.070000 sec): 3 clusters
  Score: Raw -1468250.838983 + Penalty 3073.031072 = -1465177.807911
  nChanged 0
		SP:Iteration 30F (12550.110000 sec): 3 clusters
  Score: Raw -1468250.838983 + Penalty 3073.031072 = -1465177.807911
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12550.120000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12550.120000 sec): 3 clusters
  Score: Raw -78690.837250 + Penalty 2131.414286 = -76559.422964
  nChanged 205
		SP:Iteration 1F (12550.120000 sec): 3 clusters
  Score: Raw -78899.927344 + Penalty 2131.414286 = -76768.513058
  nChanged 51
		SP:Iteration 2F (12550.130000 sec): 3 clusters
  Score: Raw -78954.333956 + Penalty 2131.414286 = -76822.919670
  nChanged 15
		SP:Iteration 3Q (12550.130000 sec): 3 clusters
  Score: Raw -78983.870146 + Penalty 2131.414286 = -76852.455860
  nChanged 12
		SP:Iteration 4Q (12550.130000 sec): 3 clusters
  Score: Raw -78996.627034 + Penalty 2131.414286 = -76865.212748
  nChanged 6
		SP:Iteration 5Q (12550.130000 sec): 3 clusters
  Score: Raw -79003.672026 + Penalty 2131.414286 = -76872.257740
  nChanged 3
		SP:Iteration 6Q (12550.130000 sec): 3 clusters
  Score: Raw -79007.909454 + Penalty 2131.414286 = -76876.495168
  nChanged 4
		SP:Iteration 7Q (12550.130000 sec): 3 clusters
  Score: Raw -79013.173985 + Penalty 2131.414286 = -76881.759699
  nChanged 5
		SP:Iteration 8Q (12550.130000 sec): 3 clusters
  Score: Raw -79019.370303 + Penalty 2131.414286 = -76887.956017
  nChanged 3
		SP:Iteration 9Q (12550.140000 sec): 3 clusters
  Score: Raw -79020.757720 + Penalty 2131.414286 = -76889.343434
  nChanged 2
		SP:Iteration 10Q (12550.140000 sec): 3 clusters
  Score: Raw -79021.570040 + Penalty 2131.414286 = -76890.155754
  nChanged 2
		SP:Iteration 11Q (12550.140000 sec): 3 clusters
  Score: Raw -79023.155892 + Penalty 2131.414286 = -76891.741606
  nChanged 1
		SP:Iteration 12Q (12550.140000 sec): 3 clusters
  Score: Raw -79023.801009 + Penalty 2131.414286 = -76892.386723
  nChanged 1
		SP:Iteration 13Q (12550.150000 sec): 3 clusters
  Score: Raw -79024.747430 + Penalty 2131.414286 = -76893.333145
  nChanged 1
		SP:Iteration 14Q (12550.150000 sec): 3 clusters
  Score: Raw -79026.045325 + Penalty 2131.414286 = -76894.631039
  nChanged 2
		SP:Iteration 15Q (12550.150000 sec): 3 clusters
  Score: Raw -79030.697209 + Penalty 2131.414286 = -76899.282923
  nChanged 1
		SP:Iteration 16Q (12550.150000 sec): 3 clusters
  Score: Raw -79032.156100 + Penalty 2131.414286 = -76900.741814
  nChanged 1
		SP:Iteration 17Q (12550.150000 sec): 3 clusters
  Score: Raw -79032.736956 + Penalty 2131.414286 = -76901.322670
  nChanged 1
		SP:Iteration 18Q (12550.150000 sec): 3 clusters
  Score: Raw -79033.966851 + Penalty 2131.414286 = -76902.552565
  nChanged 1
		SP:Iteration 19Q (12550.150000 sec): 3 clusters
  Score: Raw -79035.143084 + Penalty 2131.414286 = -76903.728798
  nChanged 2
		SP:Iteration 20F (12550.160000 sec): 3 clusters
  Score: Raw -79036.124643 + Penalty 2131.414286 = -76904.710357
  nChanged 2
		SP:Iteration 21Q (12550.160000 sec): 3 clusters
  Score: Raw -79037.015801 + Penalty 2131.414286 = -76905.601515
  nChanged 2
		SP:Iteration 22Q (12550.160000 sec): 3 clusters
  Score: Raw -79037.582655 + Penalty 2131.414286 = -76906.168370
  nChanged 0
		SP:Iteration 23F (12550.160000 sec): 3 clusters
  Score: Raw -79037.582655 + Penalty 2131.414286 = -76906.168370
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (1233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12550.170000 sec): 2 clusters
  Score: Raw -124792.244915 + Penalty 1156.545894 = -123635.699021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12550.170000 sec): 3 clusters
  Score: Raw -124338.476907 + Penalty 2313.091789 = -122025.385118
  nChanged 392
		SP:Iteration 1F (12550.170000 sec): 3 clusters
  Score: Raw -124686.900757 + Penalty 2313.091789 = -122373.808968
  nChanged 132
		SP:Iteration 2F (12550.180000 sec): 3 clusters
  Score: Raw -124822.104233 + Penalty 2313.091789 = -122509.012445
  nChanged 70
		SP:Iteration 3F (12550.180000 sec): 3 clusters
  Score: Raw -124902.693072 + Penalty 2313.091789 = -122589.601283
  nChanged 54
		SP:Iteration 4Q (12550.190000 sec): 3 clusters
  Score: Raw -124975.791220 + Penalty 2313.091789 = -122662.699431
  nChanged 43
		SP:Iteration 5Q (12550.190000 sec): 3 clusters
  Score: Raw -125012.472253 + Penalty 2313.091789 = -122699.380464
  nChanged 30
		SP:Iteration 6Q (12550.190000 sec): 3 clusters
  Score: Raw -125045.246499 + Penalty 2313.091789 = -122732.154711
  nChanged 24
		SP:Iteration 7Q (12550.190000 sec): 3 clusters
  Score: Raw -125074.707129 + Penalty 2313.091789 = -122761.615341
  nChanged 22
		SP:Iteration 8Q (12550.200000 sec): 3 clusters
  Score: Raw -125095.478985 + Penalty 2313.091789 = -122782.387197
  nChanged 15
		SP:Iteration 9Q (12550.200000 sec): 3 clusters
  Score: Raw -125109.456611 + Penalty 2313.091789 = -122796.364823
  nChanged 12
		SP:Iteration 10Q (12550.200000 sec): 3 clusters
  Score: Raw -125120.440874 + Penalty 2313.091789 = -122807.349086
  nChanged 12
		SP:Iteration 11Q (12550.210000 sec): 3 clusters
  Score: Raw -125131.107308 + Penalty 2313.091789 = -122818.015519
  nChanged 5
		SP:Iteration 12Q (12550.210000 sec): 3 clusters
  Score: Raw -125135.804284 + Penalty 2313.091789 = -122822.712496
  nChanged 5
		SP:Iteration 13Q (12550.210000 sec): 3 clusters
  Score: Raw -125139.737168 + Penalty 2313.091789 = -122826.645379
  nChanged 3
		SP:Iteration 14Q (12550.210000 sec): 3 clusters
  Score: Raw -125141.954454 + Penalty 2313.091789 = -122828.862665
  nChanged 3
		SP:Iteration 15Q (12550.220000 sec): 3 clusters
  Score: Raw -125144.622374 + Penalty 2313.091789 = -122831.530585
  nChanged 2
		SP:Iteration 16Q (12550.220000 sec): 3 clusters
  Score: Raw -125145.595664 + Penalty 2313.091789 = -122832.503875
  nChanged 1
		SP:Iteration 17Q (12550.220000 sec): 3 clusters
  Score: Raw -125146.580998 + Penalty 2313.091789 = -122833.489209
  nChanged 4
		SP:Iteration 18Q (12550.230000 sec): 3 clusters
  Score: Raw -125150.602047 + Penalty 2313.091789 = -122837.510258
  nChanged 2
		SP:Iteration 19Q (12550.230000 sec): 3 clusters
  Score: Raw -125152.252916 + Penalty 2313.091789 = -122839.161128
  nChanged 2
		SP:Iteration 20F (12550.230000 sec): 3 clusters
  Score: Raw -125153.399302 + Penalty 2313.091789 = -122840.307513
  nChanged 1
		SP:Iteration 21Q (12550.230000 sec): 3 clusters
  Score: Raw -125153.815429 + Penalty 2313.091789 = -122840.723640
  nChanged 1
		SP:Iteration 22Q (12550.240000 sec): 3 clusters
  Score: Raw -125154.117682 + Penalty 2313.091789 = -122841.025893
  nChanged 0
		SP:Iteration 23F (12550.240000 sec): 3 clusters
  Score: Raw -125154.117682 + Penalty 2313.091789 = -122841.025893
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12550.260000 sec): 2 clusters
  Score: Raw -474827.074121 + Penalty 1361.600482 = -473465.473639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12550.270000 sec): 3 clusters
  Score: Raw -472621.878056 + Penalty 2723.200964 = -469898.677092
  nChanged 1753
		SP:Iteration 1F (12550.280000 sec): 3 clusters
  Score: Raw -473701.610517 + Penalty 2723.200964 = -470978.409553
  nChanged 341
		SP:Iteration 2F (12550.290000 sec): 3 clusters
  Score: Raw -473966.559921 + Penalty 2723.200964 = -471243.358957
  nChanged 260
		SP:Iteration 3F (12550.300000 sec): 3 clusters
  Score: Raw -474148.718412 + Penalty 2723.200964 = -471425.517448
  nChanged 220
		SP:Iteration 4F (12550.310000 sec): 3 clusters
  Score: Raw -474286.355350 + Penalty 2723.200964 = -471563.154386
  nChanged 166
		SP:Iteration 5Q (12550.330000 sec): 3 clusters
  Score: Raw -474388.829941 + Penalty 2723.200964 = -471665.628977
  nChanged 127
		SP:Iteration 6Q (12550.330000 sec): 3 clusters
  Score: Raw -474457.677654 + Penalty 2723.200964 = -471734.476690
  nChanged 111
		SP:Iteration 7Q (12550.350000 sec): 3 clusters
  Score: Raw -474518.981450 + Penalty 2723.200964 = -471795.780486
  nChanged 90
		SP:Iteration 8Q (12550.360000 sec): 3 clusters
  Score: Raw -474556.675673 + Penalty 2723.200964 = -471833.474709
  nChanged 75
		SP:Iteration 9Q (12550.370000 sec): 3 clusters
  Score: Raw -474587.199405 + Penalty 2723.200964 = -471863.998441
  nChanged 63
		SP:Iteration 10Q (12550.380000 sec): 3 clusters
  Score: Raw -474609.696909 + Penalty 2723.200964 = -471886.495945
  nChanged 54
		SP:Iteration 11Q (12550.390000 sec): 3 clusters
  Score: Raw -474629.622441 + Penalty 2723.200964 = -471906.421477
  nChanged 49
		SP:Iteration 12Q (12550.400000 sec): 3 clusters
  Score: Raw -474651.329520 + Penalty 2723.200964 = -471928.128556
  nChanged 46
		SP:Iteration 13Q (12550.410000 sec): 3 clusters
  Score: Raw -474670.734032 + Penalty 2723.200964 = -471947.533068
  nChanged 48
		SP:Iteration 14Q (12550.420000 sec): 3 clusters
  Score: Raw -474691.159972 + Penalty 2723.200964 = -471967.959008
  nChanged 49
		SP:Iteration 15Q (12550.430000 sec): 3 clusters
  Score: Raw -474707.751979 + Penalty 2723.200964 = -471984.551015
  nChanged 33
		SP:Iteration 16Q (12550.440000 sec): 3 clusters
  Score: Raw -474718.909800 + Penalty 2723.200964 = -471995.708836
  nChanged 30
		SP:Iteration 17Q (12550.450000 sec): 3 clusters
  Score: Raw -474728.797205 + Penalty 2723.200964 = -472005.596241
  nChanged 33
		SP:Iteration 18Q (12550.470000 sec): 3 clusters
  Score: Raw -474738.953080 + Penalty 2723.200964 = -472015.752116
  nChanged 28
		SP:Iteration 19Q (12550.470000 sec): 3 clusters
  Score: Raw -474747.579764 + Penalty 2723.200964 = -472024.378800
  nChanged 26
		SP:Iteration 20F (12550.490000 sec): 3 clusters
  Score: Raw -474756.090071 + Penalty 2723.200964 = -472032.889107
  nChanged 20
		SP:Iteration 21Q (12550.500000 sec): 3 clusters
  Score: Raw -474761.042590 + Penalty 2723.200964 = -472037.841626
  nChanged 19
		SP:Iteration 22Q (12550.510000 sec): 3 clusters
  Score: Raw -474766.736144 + Penalty 2723.200964 = -472043.535180
  nChanged 16
		SP:Iteration 23Q (12550.520000 sec): 3 clusters
  Score: Raw -474770.026668 + Penalty 2723.200964 = -472046.825704
  nChanged 9
		SP:Iteration 24Q (12550.530000 sec): 3 clusters
  Score: Raw -474771.893895 + Penalty 2723.200964 = -472048.692931
  nChanged 6
		SP:Iteration 25Q (12550.540000 sec): 3 clusters
  Score: Raw -474773.191946 + Penalty 2723.200964 = -472049.990982
  nChanged 3
		SP:Iteration 26Q (12550.550000 sec): 3 clusters
  Score: Raw -474773.622012 + Penalty 2723.200964 = -472050.421048
  nChanged 2
		SP:Iteration 27Q (12550.560000 sec): 3 clusters
  Score: Raw -474774.046097 + Penalty 2723.200964 = -472050.845133
  nChanged 4
		SP:Iteration 28Q (12550.570000 sec): 3 clusters
  Score: Raw -474774.832304 + Penalty 2723.200964 = -472051.631340
  nChanged 3
		SP:Iteration 29Q (12550.580000 sec): 3 clusters
  Score: Raw -474775.588252 + Penalty 2723.200964 = -472052.387288
  nChanged 3
		SP:Iteration 30Q (12550.590000 sec): 3 clusters
  Score: Raw -474776.313698 + Penalty 2723.200964 = -472053.112734
  nChanged 6
		SP:Iteration 31Q (12550.600000 sec): 3 clusters
  Score: Raw -474777.298341 + Penalty 2723.200964 = -472054.097377
  nChanged 4
		SP:Iteration 32Q (12550.610000 sec): 3 clusters
  Score: Raw -474778.447204 + Penalty 2723.200964 = -472055.246240
  nChanged 3
		SP:Iteration 33Q (12550.620000 sec): 3 clusters
  Score: Raw -474778.879920 + Penalty 2723.200964 = -472055.678956
  nChanged 1
		SP:Iteration 34Q (12550.630000 sec): 3 clusters
  Score: Raw -474779.064846 + Penalty 2723.200964 = -472055.863882
  nChanged 0
		SP:Iteration 35F (12550.650000 sec): 3 clusters
  Score: Raw -474779.064846 + Penalty 2723.200964 = -472055.863882
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12550.650000 sec): 2 clusters
  Score: Raw -86608.432993 + Penalty 1095.909618 = -85512.523375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12550.650000 sec): 3 clusters
  Score: Raw -86389.476688 + Penalty 2191.819236 = -84197.657453
  nChanged 259
		SP:Iteration 1F (12550.660000 sec): 3 clusters
  Score: Raw -86691.833116 + Penalty 2191.819236 = -84500.013880
  nChanged 73
		SP:Iteration 2F (12550.660000 sec): 3 clusters
  Score: Raw -86814.062575 + Penalty 2191.819236 = -84622.243340
  nChanged 46
		SP:Iteration 3F (12550.660000 sec): 3 clusters
  Score: Raw -86884.116031 + Penalty 2191.819236 = -84692.296795
  nChanged 26
		SP:Iteration 4Q (12550.670000 sec): 3 clusters
  Score: Raw -86927.190727 + Penalty 2191.819236 = -84735.371491
  nChanged 13
		SP:Iteration 5Q (12550.670000 sec): 3 clusters
  Score: Raw -86946.757605 + Penalty 2191.819236 = -84754.938370
  nChanged 9
		SP:Iteration 6Q (12550.670000 sec): 3 clusters
  Score: Raw -86965.462086 + Penalty 2191.819236 = -84773.642851
  nChanged 17
		SP:Iteration 7Q (12550.670000 sec): 3 clusters
  Score: Raw -86988.197724 + Penalty 2191.819236 = -84796.378488
  nChanged 10
		SP:Iteration 8Q (12550.670000 sec): 3 clusters
  Score: Raw -87002.782388 + Penalty 2191.819236 = -84810.963153
  nChanged 7
		SP:Iteration 9Q (12550.670000 sec): 3 clusters
  Score: Raw -87009.344942 + Penalty 2191.819236 = -84817.525706
  nChanged 7
		SP:Iteration 10Q (12550.670000 sec): 3 clusters
  Score: Raw -87021.274794 + Penalty 2191.819236 = -84829.455559
  nChanged 7
		SP:Iteration 11Q (12550.670000 sec): 3 clusters
  Score: Raw -87033.244793 + Penalty 2191.819236 = -84841.425557
  nChanged 8
		SP:Iteration 12Q (12550.680000 sec): 3 clusters
  Score: Raw -87053.691757 + Penalty 2191.819236 = -84861.872521
  nChanged 10
		SP:Iteration 13Q (12550.680000 sec): 3 clusters
  Score: Raw -87069.217324 + Penalty 2191.819236 = -84877.398089
  nChanged 7
		SP:Iteration 14Q (12550.680000 sec): 3 clusters
  Score: Raw -87097.872775 + Penalty 2191.819236 = -84906.053539
  nChanged 12
		SP:Iteration 15Q (12550.680000 sec): 3 clusters
  Score: Raw -87118.918193 + Penalty 2191.819236 = -84927.098957
  nChanged 10
		SP:Iteration 16Q (12550.690000 sec): 3 clusters
  Score: Raw -87138.078255 + Penalty 2191.819236 = -84946.259019
  nChanged 15
		SP:Iteration 17Q (12550.690000 sec): 3 clusters
  Score: Raw -87159.347661 + Penalty 2191.819236 = -84967.528426
  nChanged 18
		SP:Iteration 18Q (12550.690000 sec): 3 clusters
  Score: Raw -87192.097840 + Penalty 2191.819236 = -85000.278605
  nChanged 18
		SP:Iteration 19Q (12550.690000 sec): 3 clusters
  Score: Raw -87236.006038 + Penalty 2191.819236 = -85044.186802
  nChanged 25
		SP:Iteration 20F (12550.690000 sec): 3 clusters
  Score: Raw -87299.857782 + Penalty 2191.819236 = -85108.038546
  nChanged 20
		SP:Iteration 21Q (12550.690000 sec): 3 clusters
  Score: Raw -87339.207297 + Penalty 2191.819236 = -85147.388062
  nChanged 15
		SP:Iteration 22Q (12550.690000 sec): 3 clusters
  Score: Raw -87369.555530 + Penalty 2191.819236 = -85177.736294
  nChanged 14
		SP:Iteration 23Q (12550.700000 sec): 3 clusters
  Score: Raw -87396.312370 + Penalty 2191.819236 = -85204.493134
  nChanged 11
		SP:Iteration 24Q (12550.700000 sec): 3 clusters
  Score: Raw -87414.100979 + Penalty 2191.819236 = -85222.281743
  nChanged 7
		SP:Iteration 25Q (12550.700000 sec): 3 clusters
  Score: Raw -87431.579345 + Penalty 2191.819236 = -85239.760109
  nChanged 12
		SP:Iteration 26Q (12550.700000 sec): 3 clusters
  Score: Raw -87463.317632 + Penalty 2191.819236 = -85271.498397
  nChanged 11
		SP:Iteration 27Q (12550.710000 sec): 3 clusters
  Score: Raw -87486.206690 + Penalty 2191.819236 = -85294.387454
  nChanged 9
		SP:Iteration 28Q (12550.710000 sec): 3 clusters
  Score: Raw -87502.043714 + Penalty 2191.819236 = -85310.224478
  nChanged 5
		SP:Iteration 29Q (12550.710000 sec): 3 clusters
  Score: Raw -87514.593941 + Penalty 2191.819236 = -85322.774705
  nChanged 6
		SP:Iteration 30Q (12550.710000 sec): 3 clusters
  Score: Raw -87525.752386 + Penalty 2191.819236 = -85333.933151
  nChanged 5
		SP:Iteration 31Q (12550.710000 sec): 3 clusters
  Score: Raw -87543.542355 + Penalty 2191.819236 = -85351.723119
  nChanged 3
		SP:Iteration 32Q (12550.710000 sec): 3 clusters
  Score: Raw -87559.670400 + Penalty 2191.819236 = -85367.851165
  nChanged 5
		SP:Iteration 33Q (12550.710000 sec): 3 clusters
  Score: Raw -87576.882813 + Penalty 2191.819236 = -85385.063577
  nChanged 9
		SP:Iteration 34Q (12550.720000 sec): 3 clusters
  Score: Raw -87593.745533 + Penalty 2191.819236 = -85401.926298
  nChanged 5
		SP:Iteration 35Q (12550.720000 sec): 3 clusters
  Score: Raw -87611.398109 + Penalty 2191.819236 = -85419.578874
  nChanged 4
		SP:Iteration 36Q (12550.720000 sec): 3 clusters
  Score: Raw -87618.369539 + Penalty 2191.819236 = -85426.550303
  nChanged 5
		SP:Iteration 37Q (12550.720000 sec): 3 clusters
  Score: Raw -87628.344573 + Penalty 2191.819236 = -85436.525337
  nChanged 4
		SP:Iteration 38Q (12550.720000 sec): 3 clusters
  Score: Raw -87634.652072 + Penalty 2191.819236 = -85442.832836
  nChanged 1
		SP:Iteration 39Q (12550.730000 sec): 3 clusters
  Score: Raw -87636.134630 + Penalty 2191.819236 = -85444.315394
  nChanged 1
		SP:Iteration 40F (12550.730000 sec): 3 clusters
  Score: Raw -87647.493481 + Penalty 2191.819236 = -85455.674245
  nChanged 4
		SP:Iteration 41Q (12550.730000 sec): 3 clusters
  Score: Raw -87663.733534 + Penalty 2191.819236 = -85471.914298
  nChanged 5
		SP:Iteration 42Q (12550.730000 sec): 3 clusters
  Score: Raw -87673.330820 + Penalty 2191.819236 = -85481.511585
  nChanged 8
		SP:Iteration 43Q (12550.730000 sec): 3 clusters
  Score: Raw -87686.504564 + Penalty 2191.819236 = -85494.685328
  nChanged 6
		SP:Iteration 44Q (12550.730000 sec): 3 clusters
  Score: Raw -87701.851212 + Penalty 2191.819236 = -85510.031976
  nChanged 6
		SP:Iteration 45Q (12550.730000 sec): 3 clusters
  Score: Raw -87715.250867 + Penalty 2191.819236 = -85523.431631
  nChanged 6
		SP:Iteration 46Q (12550.740000 sec): 3 clusters
  Score: Raw -87730.795012 + Penalty 2191.819236 = -85538.975776
  nChanged 4
		SP:Iteration 47Q (12550.740000 sec): 3 clusters
  Score: Raw -87741.404596 + Penalty 2191.819236 = -85549.585360
  nChanged 1
		SP:Iteration 48Q (12550.740000 sec): 3 clusters
  Score: Raw -87742.270795 + Penalty 2191.819236 = -85550.451559
  nChanged 0
		SP:Iteration 49F (12550.740000 sec): 3 clusters
  Score: Raw -87742.270795 + Penalty 2191.819236 = -85550.451559
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12550.830000 sec): 2 clusters
  Score: Raw -2918820.654111 + Penalty 1644.991499 = -2917175.662612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12550.900000 sec): 3 clusters
  Score: Raw -2903699.701686 + Penalty 3289.982998 = -2900409.718689
  nChanged 11424
		SP:Iteration 1F (12550.960000 sec): 3 clusters
  Score: Raw -2910002.486967 + Penalty 3289.982998 = -2906712.503969
  nChanged 1080
		SP:Iteration 2Q (12551.030000 sec): 3 clusters
  Score: Raw -2910339.367804 + Penalty 3289.982998 = -2907049.384807
  nChanged 966
		SP:Iteration 3Q (12551.090000 sec): 3 clusters
  Score: Raw -2910656.332729 + Penalty 3289.982998 = -2907366.349731
  nChanged 993
		SP:Iteration 4Q (12551.160000 sec): 3 clusters
  Score: Raw -2910998.412033 + Penalty 3289.982998 = -2907708.429036
  nChanged 1081
		SP:Iteration 5Q (12551.230000 sec): 3 clusters
  Score: Raw -2911426.263048 + Penalty 3289.982998 = -2908136.280050
  nChanged 1173
		SP:Iteration 6Q (12551.300000 sec): 3 clusters
  Score: Raw -2911954.102063 + Penalty 3289.982998 = -2908664.119065
  nChanged 1352
		SP:Iteration 7F (12551.370000 sec): 3 clusters
  Score: Raw -2912700.293980 + Penalty 3289.982998 = -2909410.310983
  nChanged 1577
		SP:Iteration 8F (12551.430000 sec): 3 clusters
  Score: Raw -2913729.891696 + Penalty 3289.982998 = -2910439.908699
  nChanged 1669
		SP:Iteration 9F (12551.500000 sec): 3 clusters
  Score: Raw -2914962.713728 + Penalty 3289.982998 = -2911672.730731
  nChanged 1593
		SP:Iteration 10F (12551.560000 sec): 3 clusters
  Score: Raw -2916239.171015 + Penalty 3289.982998 = -2912949.188017
  nChanged 1295
		SP:Iteration 11F (12551.630000 sec): 3 clusters
  Score: Raw -2917303.726802 + Penalty 3289.982998 = -2914013.743804
  nChanged 956
		SP:Iteration 12Q (12551.690000 sec): 3 clusters
  Score: Raw -2918028.987909 + Penalty 3289.982998 = -2914739.004911
  nChanged 587
		SP:Iteration 13Q (12551.760000 sec): 3 clusters
  Score: Raw -2918435.351261 + Penalty 3289.982998 = -2915145.368263
  nChanged 360
		SP:Iteration 14Q (12551.820000 sec): 3 clusters
  Score: Raw -2918677.466803 + Penalty 3289.982998 = -2915387.483806
  nChanged 232
		SP:Iteration 15Q (12551.880000 sec): 3 clusters
  Score: Raw -2918829.495833 + Penalty 3289.982998 = -2915539.512835
  nChanged 139
		SP:Iteration 16Q (12551.930000 sec): 3 clusters
  Score: Raw -2918917.219154 + Penalty 3289.982998 = -2915627.236156
  nChanged 91
		SP:Iteration 17Q (12551.990000 sec): 3 clusters
  Score: Raw -2918977.693129 + Penalty 3289.982998 = -2915687.710131
  nChanged 53
		SP:Iteration 18Q (12552.040000 sec): 3 clusters
  Score: Raw -2919017.016573 + Penalty 3289.982998 = -2915727.033575
  nChanged 49
		SP:Iteration 19Q (12552.090000 sec): 3 clusters
  Score: Raw -2919050.270005 + Penalty 3289.982998 = -2915760.287007
  nChanged 35
		SP:Iteration 20F (12552.160000 sec): 3 clusters
  Score: Raw -2919071.614786 + Penalty 3289.982998 = -2915781.631788
  nChanged 24
		SP:Iteration 21Q (12552.210000 sec): 3 clusters
  Score: Raw -2919086.467467 + Penalty 3289.982998 = -2915796.484470
  nChanged 19
		SP:Iteration 22Q (12552.260000 sec): 3 clusters
  Score: Raw -2919096.627653 + Penalty 3289.982998 = -2915806.644655
  nChanged 10
		SP:Iteration 23Q (12552.310000 sec): 3 clusters
  Score: Raw -2919102.518490 + Penalty 3289.982998 = -2915812.535492
  nChanged 8
		SP:Iteration 24Q (12552.360000 sec): 3 clusters
  Score: Raw -2919108.055307 + Penalty 3289.982998 = -2915818.072309
  nChanged 6
		SP:Iteration 25Q (12552.410000 sec): 3 clusters
  Score: Raw -2919111.438888 + Penalty 3289.982998 = -2915821.455890
  nChanged 4
		SP:Iteration 26Q (12552.460000 sec): 3 clusters
  Score: Raw -2919113.214151 + Penalty 3289.982998 = -2915823.231153
  nChanged 2
		SP:Iteration 27Q (12552.510000 sec): 3 clusters
  Score: Raw -2919114.382794 + Penalty 3289.982998 = -2915824.399797
  nChanged 1
		SP:Iteration 28Q (12552.560000 sec): 3 clusters
  Score: Raw -2919114.909382 + Penalty 3289.982998 = -2915824.926384
  nChanged 1
		SP:Iteration 29Q (12552.610000 sec): 3 clusters
  Score: Raw -2919115.830917 + Penalty 3289.982998 = -2915825.847920
  nChanged 1
		SP:Iteration 30Q (12552.660000 sec): 3 clusters
  Score: Raw -2919116.011782 + Penalty 3289.982998 = -2915826.028784
  nChanged 0
		SP:Iteration 31F (12552.720000 sec): 3 clusters
  Score: Raw -2919116.011782 + Penalty 3289.982998 = -2915826.028784
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12552.750000 sec): 2 clusters
  Score: Raw -911191.686121 + Penalty 1454.945499 = -909736.740622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12552.770000 sec): 3 clusters
  Score: Raw -906894.863351 + Penalty 2909.890998 = -903984.972353
  nChanged 3285
		SP:Iteration 1F (12552.790000 sec): 3 clusters
  Score: Raw -908615.103400 + Penalty 2909.890998 = -905705.212402
  nChanged 508
		SP:Iteration 2F (12552.810000 sec): 3 clusters
  Score: Raw -908845.865042 + Penalty 2909.890998 = -905935.974044
  nChanged 382
		SP:Iteration 3Q (12552.830000 sec): 3 clusters
  Score: Raw -909005.848870 + Penalty 2909.890998 = -906095.957872
  nChanged 317
		SP:Iteration 4Q (12552.850000 sec): 3 clusters
  Score: Raw -909131.543959 + Penalty 2909.890998 = -906221.652961
  nChanged 259
		SP:Iteration 5Q (12552.870000 sec): 3 clusters
  Score: Raw -909217.686093 + Penalty 2909.890998 = -906307.795095
  nChanged 223
		SP:Iteration 6Q (12552.890000 sec): 3 clusters
  Score: Raw -909307.242346 + Penalty 2909.890998 = -906397.351348
  nChanged 235
		SP:Iteration 7Q (12552.910000 sec): 3 clusters
  Score: Raw -909407.201589 + Penalty 2909.890998 = -906497.310591
  nChanged 242
		SP:Iteration 8Q (12552.930000 sec): 3 clusters
  Score: Raw -909524.358535 + Penalty 2909.890998 = -906614.467537
  nChanged 289
		SP:Iteration 9Q (12552.950000 sec): 3 clusters
  Score: Raw -909655.386102 + Penalty 2909.890998 = -906745.495104
  nChanged 257
		SP:Iteration 10Q (12552.960000 sec): 3 clusters
  Score: Raw -909795.795847 + Penalty 2909.890998 = -906885.904849
  nChanged 274
		SP:Iteration 11Q (12552.980000 sec): 3 clusters
  Score: Raw -909940.241242 + Penalty 2909.890998 = -907030.350244
  nChanged 268
		SP:Iteration 12Q (12553.000000 sec): 3 clusters
  Score: Raw -910101.953889 + Penalty 2909.890998 = -907192.062891
  nChanged 289
		SP:Iteration 13Q (12553.020000 sec): 3 clusters
  Score: Raw -910271.102776 + Penalty 2909.890998 = -907361.211778
  nChanged 266
		SP:Iteration 14Q (12553.040000 sec): 3 clusters
  Score: Raw -910454.715872 + Penalty 2909.890998 = -907544.824874
  nChanged 278
		SP:Iteration 15Q (12553.060000 sec): 3 clusters
  Score: Raw -910635.710958 + Penalty 2909.890998 = -907725.819960
  nChanged 241
		SP:Iteration 16Q (12553.080000 sec): 3 clusters
  Score: Raw -910779.426831 + Penalty 2909.890998 = -907869.535833
  nChanged 195
		SP:Iteration 17Q (12553.090000 sec): 3 clusters
  Score: Raw -910883.207072 + Penalty 2909.890998 = -907973.316074
  nChanged 150
		SP:Iteration 18Q (12553.110000 sec): 3 clusters
  Score: Raw -910957.189943 + Penalty 2909.890998 = -908047.298945
  nChanged 128
		SP:Iteration 19Q (12553.130000 sec): 3 clusters
  Score: Raw -911021.229179 + Penalty 2909.890998 = -908111.338181
  nChanged 119
		SP:Iteration 20F (12553.150000 sec): 3 clusters
  Score: Raw -911073.144399 + Penalty 2909.890998 = -908163.253401
  nChanged 100
		SP:Iteration 21Q (12553.170000 sec): 3 clusters
  Score: Raw -911116.353189 + Penalty 2909.890998 = -908206.462191
  nChanged 81
		SP:Iteration 22Q (12553.190000 sec): 3 clusters
  Score: Raw -911150.324462 + Penalty 2909.890998 = -908240.433464
  nChanged 66
		SP:Iteration 23Q (12553.200000 sec): 3 clusters
  Score: Raw -911182.547746 + Penalty 2909.890998 = -908272.656748
  nChanged 73
		SP:Iteration 24Q (12553.220000 sec): 3 clusters
  Score: Raw -911215.783536 + Penalty 2909.890998 = -908305.892538
  nChanged 55
		SP:Iteration 25Q (12553.230000 sec): 3 clusters
  Score: Raw -911241.027684 + Penalty 2909.890998 = -908331.136686
  nChanged 49
		SP:Iteration 26Q (12553.250000 sec): 3 clusters
  Score: Raw -911260.347866 + Penalty 2909.890998 = -908350.456868
  nChanged 45
		SP:Iteration 27Q (12553.270000 sec): 3 clusters
  Score: Raw -911281.270004 + Penalty 2909.890998 = -908371.379006
  nChanged 53
		SP:Iteration 28Q (12553.290000 sec): 3 clusters
  Score: Raw -911302.029669 + Penalty 2909.890998 = -908392.138671
  nChanged 38
		SP:Iteration 29Q (12553.300000 sec): 3 clusters
  Score: Raw -911317.067689 + Penalty 2909.890998 = -908407.176691
  nChanged 30
		SP:Iteration 30Q (12553.320000 sec): 3 clusters
  Score: Raw -911328.310628 + Penalty 2909.890998 = -908418.419630
  nChanged 28
		SP:Iteration 31Q (12553.330000 sec): 3 clusters
  Score: Raw -911340.652368 + Penalty 2909.890998 = -908430.761370
  nChanged 29
		SP:Iteration 32Q (12553.350000 sec): 3 clusters
  Score: Raw -911350.366699 + Penalty 2909.890998 = -908440.475701
  nChanged 23
		SP:Iteration 33Q (12553.370000 sec): 3 clusters
  Score: Raw -911357.892949 + Penalty 2909.890998 = -908448.001951
  nChanged 16
		SP:Iteration 34Q (12553.380000 sec): 3 clusters
  Score: Raw -911364.638327 + Penalty 2909.890998 = -908454.747329
  nChanged 21
		SP:Iteration 35Q (12553.400000 sec): 3 clusters
  Score: Raw -911372.882520 + Penalty 2909.890998 = -908462.991522
  nChanged 25
		SP:Iteration 36Q (12553.410000 sec): 3 clusters
  Score: Raw -911382.811389 + Penalty 2909.890998 = -908472.920391
  nChanged 22
		SP:Iteration 37Q (12553.430000 sec): 3 clusters
  Score: Raw -911392.113715 + Penalty 2909.890998 = -908482.222717
  nChanged 16
		SP:Iteration 38Q (12553.450000 sec): 3 clusters
  Score: Raw -911398.104342 + Penalty 2909.890998 = -908488.213344
  nChanged 13
		SP:Iteration 39Q (12553.460000 sec): 3 clusters
  Score: Raw -911402.336273 + Penalty 2909.890998 = -908492.445275
  nChanged 9
		SP:Iteration 40F (12553.480000 sec): 3 clusters
  Score: Raw -911405.158323 + Penalty 2909.890998 = -908495.267325
  nChanged 8
		SP:Iteration 41Q (12553.500000 sec): 3 clusters
  Score: Raw -911408.667228 + Penalty 2909.890998 = -908498.776230
  nChanged 6
		SP:Iteration 42Q (12553.510000 sec): 3 clusters
  Score: Raw -911410.757959 + Penalty 2909.890998 = -908500.866961
  nChanged 6
		SP:Iteration 43Q (12553.530000 sec): 3 clusters
  Score: Raw -911412.112423 + Penalty 2909.890998 = -908502.221425
  nChanged 5
		SP:Iteration 44Q (12553.550000 sec): 3 clusters
  Score: Raw -911413.512108 + Penalty 2909.890998 = -908503.621110
  nChanged 2
		SP:Iteration 45Q (12553.560000 sec): 3 clusters
  Score: Raw -911414.296717 + Penalty 2909.890998 = -908504.405719
  nChanged 3
		SP:Iteration 46Q (12553.570000 sec): 3 clusters
  Score: Raw -911415.018252 + Penalty 2909.890998 = -908505.127254
  nChanged 7
		SP:Iteration 47Q (12553.590000 sec): 3 clusters
  Score: Raw -911416.506728 + Penalty 2909.890998 = -908506.615730
  nChanged 7
		SP:Iteration 48Q (12553.610000 sec): 3 clusters
  Score: Raw -911418.844007 + Penalty 2909.890998 = -908508.953009
  nChanged 7
		SP:Iteration 49Q (12553.620000 sec): 3 clusters
  Score: Raw -911420.364074 + Penalty 2909.890998 = -908510.473076
  nChanged 4
		SP:Iteration 50Q (12553.640000 sec): 3 clusters
  Score: Raw -911421.298501 + Penalty 2909.890998 = -908511.407503
  nChanged 1
		SP:Iteration 51Q (12553.650000 sec): 3 clusters
  Score: Raw -911421.485432 + Penalty 2909.890998 = -908511.594434
  nChanged 1
		SP:Iteration 52Q (12553.670000 sec): 3 clusters
  Score: Raw -911421.752568 + Penalty 2909.890998 = -908511.861570
  nChanged 1
		SP:Iteration 53Q (12553.690000 sec): 3 clusters
  Score: Raw -911421.935689 + Penalty 2909.890998 = -908512.044691
  nChanged 4
		SP:Iteration 54Q (12553.700000 sec): 3 clusters
  Score: Raw -911423.186513 + Penalty 2909.890998 = -908513.295515
  nChanged 3
		SP:Iteration 55Q (12553.720000 sec): 3 clusters
  Score: Raw -911425.201044 + Penalty 2909.890998 = -908515.310046
  nChanged 5
		SP:Iteration 56Q (12553.730000 sec): 3 clusters
  Score: Raw -911427.001176 + Penalty 2909.890998 = -908517.110178
  nChanged 9
		SP:Iteration 57Q (12553.750000 sec): 3 clusters
  Score: Raw -911431.675115 + Penalty 2909.890998 = -908521.784117
  nChanged 10
		SP:Iteration 58Q (12553.770000 sec): 3 clusters
  Score: Raw -911436.472919 + Penalty 2909.890998 = -908526.581921
  nChanged 12
		SP:Iteration 59Q (12553.780000 sec): 3 clusters
  Score: Raw -911439.791739 + Penalty 2909.890998 = -908529.900741
  nChanged 8
		SP:Iteration 60F (12553.800000 sec): 3 clusters
  Score: Raw -911441.703358 + Penalty 2909.890998 = -908531.812360
  nChanged 11
		SP:Iteration 61Q (12553.820000 sec): 3 clusters
  Score: Raw -911445.254179 + Penalty 2909.890998 = -908535.363181
  nChanged 8
		SP:Iteration 62Q (12553.830000 sec): 3 clusters
  Score: Raw -911447.395232 + Penalty 2909.890998 = -908537.504234
  nChanged 6
		SP:Iteration 63Q (12553.850000 sec): 3 clusters
  Score: Raw -911449.180843 + Penalty 2909.890998 = -908539.289845
  nChanged 2
		SP:Iteration 64Q (12553.870000 sec): 3 clusters
  Score: Raw -911449.889388 + Penalty 2909.890998 = -908539.998390
  nChanged 2
		SP:Iteration 65Q (12553.880000 sec): 3 clusters
  Score: Raw -911450.722333 + Penalty 2909.890998 = -908540.831335
  nChanged 2
		SP:Iteration 66Q (12553.900000 sec): 3 clusters
  Score: Raw -911451.158285 + Penalty 2909.890998 = -908541.267287
  nChanged 1
		SP:Iteration 67Q (12553.910000 sec): 3 clusters
  Score: Raw -911451.484606 + Penalty 2909.890998 = -908541.593608
  nChanged 2
		SP:Iteration 68Q (12553.930000 sec): 3 clusters
  Score: Raw -911452.161778 + Penalty 2909.890998 = -908542.270780
  nChanged 1
		SP:Iteration 69Q (12553.950000 sec): 3 clusters
  Score: Raw -911452.638988 + Penalty 2909.890998 = -908542.747990
  nChanged 1
		SP:Iteration 70Q (12553.960000 sec): 3 clusters
  Score: Raw -911454.202227 + Penalty 2909.890998 = -908544.311229
  nChanged 7
		SP:Iteration 71Q (12553.970000 sec): 3 clusters
  Score: Raw -911455.912052 + Penalty 2909.890998 = -908546.021054
  nChanged 3
		SP:Iteration 72Q (12553.990000 sec): 3 clusters
  Score: Raw -911456.870455 + Penalty 2909.890998 = -908546.979457
  nChanged 4
		SP:Iteration 73Q (12554.010000 sec): 3 clusters
  Score: Raw -911458.178655 + Penalty 2909.890998 = -908548.287657
  nChanged 8
		SP:Iteration 74Q (12554.020000 sec): 3 clusters
  Score: Raw -911462.300679 + Penalty 2909.890998 = -908552.409681
  nChanged 7
		SP:Iteration 75Q (12554.040000 sec): 3 clusters
  Score: Raw -911467.228098 + Penalty 2909.890998 = -908557.337100
  nChanged 8
		SP:Iteration 76Q (12554.050000 sec): 3 clusters
  Score: Raw -911470.837484 + Penalty 2909.890998 = -908560.946486
  nChanged 4
		SP:Iteration 77Q (12554.070000 sec): 3 clusters
  Score: Raw -911473.007815 + Penalty 2909.890998 = -908563.116817
  nChanged 6
		SP:Iteration 78Q (12554.090000 sec): 3 clusters
  Score: Raw -911475.716834 + Penalty 2909.890998 = -908565.825836
  nChanged 2
		SP:Iteration 79Q (12554.100000 sec): 3 clusters
  Score: Raw -911476.870225 + Penalty 2909.890998 = -908566.979227
  nChanged 4
		SP:Iteration 80F (12554.120000 sec): 3 clusters
  Score: Raw -911477.810346 + Penalty 2909.890998 = -908567.919348
  nChanged 3
		SP:Iteration 81Q (12554.130000 sec): 3 clusters
  Score: Raw -911478.620766 + Penalty 2909.890998 = -908568.729768
  nChanged 1
		SP:Iteration 82Q (12554.150000 sec): 3 clusters
  Score: Raw -911478.837599 + Penalty 2909.890998 = -908568.946601
  nChanged 0
		SP:Iteration 83F (12554.170000 sec): 3 clusters
  Score: Raw -911478.837599 + Penalty 2909.890998 = -908568.946601
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12554.190000 sec): 2 clusters
  Score: Raw -455524.125722 + Penalty 1352.822850 = -454171.302872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12554.190000 sec): 3 clusters
  Score: Raw -453476.191394 + Penalty 2705.645700 = -450770.545694
  nChanged 1610
		SP:Iteration 1F (12554.210000 sec): 3 clusters
  Score: Raw -454499.469394 + Penalty 2705.645700 = -451793.823693
  nChanged 350
		SP:Iteration 2F (12554.210000 sec): 3 clusters
  Score: Raw -454739.134592 + Penalty 2705.645700 = -452033.488892
  nChanged 227
		SP:Iteration 3F (12554.230000 sec): 3 clusters
  Score: Raw -454892.266912 + Penalty 2705.645700 = -452186.621211
  nChanged 178
		SP:Iteration 4Q (12554.240000 sec): 3 clusters
  Score: Raw -455001.787777 + Penalty 2705.645700 = -452296.142077
  nChanged 141
		SP:Iteration 5Q (12554.250000 sec): 3 clusters
  Score: Raw -455061.878741 + Penalty 2705.645700 = -452356.233040
  nChanged 117
		SP:Iteration 6Q (12554.260000 sec): 3 clusters
  Score: Raw -455118.554286 + Penalty 2705.645700 = -452412.908586
  nChanged 101
		SP:Iteration 7Q (12554.270000 sec): 3 clusters
  Score: Raw -455170.259451 + Penalty 2705.645700 = -452464.613751
  nChanged 98
		SP:Iteration 8Q (12554.280000 sec): 3 clusters
  Score: Raw -455218.539012 + Penalty 2705.645700 = -452512.893311
  nChanged 91
		SP:Iteration 9Q (12554.290000 sec): 3 clusters
  Score: Raw -455268.123419 + Penalty 2705.645700 = -452562.477719
  nChanged 85
		SP:Iteration 10Q (12554.300000 sec): 3 clusters
  Score: Raw -455307.855013 + Penalty 2705.645700 = -452602.209312
  nChanged 84
		SP:Iteration 11Q (12554.310000 sec): 3 clusters
  Score: Raw -455348.421237 + Penalty 2705.645700 = -452642.775537
  nChanged 64
		SP:Iteration 12Q (12554.320000 sec): 3 clusters
  Score: Raw -455376.995541 + Penalty 2705.645700 = -452671.349840
  nChanged 59
		SP:Iteration 13Q (12554.330000 sec): 3 clusters
  Score: Raw -455405.575652 + Penalty 2705.645700 = -452699.929952
  nChanged 64
		SP:Iteration 14Q (12554.340000 sec): 3 clusters
  Score: Raw -455427.459747 + Penalty 2705.645700 = -452721.814046
  nChanged 39
		SP:Iteration 15Q (12554.350000 sec): 3 clusters
  Score: Raw -455444.847909 + Penalty 2705.645700 = -452739.202209
  nChanged 38
		SP:Iteration 16Q (12554.360000 sec): 3 clusters
  Score: Raw -455460.304692 + Penalty 2705.645700 = -452754.658991
  nChanged 31
		SP:Iteration 17Q (12554.370000 sec): 3 clusters
  Score: Raw -455474.956968 + Penalty 2705.645700 = -452769.311268
  nChanged 45
		SP:Iteration 18Q (12554.370000 sec): 3 clusters
  Score: Raw -455497.976974 + Penalty 2705.645700 = -452792.331274
  nChanged 47
		SP:Iteration 19Q (12554.390000 sec): 3 clusters
  Score: Raw -455518.960240 + Penalty 2705.645700 = -452813.314540
  nChanged 35
		SP:Iteration 20F (12554.390000 sec): 3 clusters
  Score: Raw -455534.662075 + Penalty 2705.645700 = -452829.016374
  nChanged 37
		SP:Iteration 21Q (12554.410000 sec): 3 clusters
  Score: Raw -455550.624523 + Penalty 2705.645700 = -452844.978823
  nChanged 30
		SP:Iteration 22Q (12554.410000 sec): 3 clusters
  Score: Raw -455560.917420 + Penalty 2705.645700 = -452855.271719
  nChanged 29
		SP:Iteration 23Q (12554.430000 sec): 3 clusters
  Score: Raw -455573.728247 + Penalty 2705.645700 = -452868.082547
  nChanged 28
		SP:Iteration 24Q (12554.430000 sec): 3 clusters
  Score: Raw -455584.331717 + Penalty 2705.645700 = -452878.686016
  nChanged 26
		SP:Iteration 25Q (12554.450000 sec): 3 clusters
  Score: Raw -455592.383689 + Penalty 2705.645700 = -452886.737989
  nChanged 30
		SP:Iteration 26Q (12554.450000 sec): 3 clusters
  Score: Raw -455605.315846 + Penalty 2705.645700 = -452899.670145
  nChanged 34
		SP:Iteration 27Q (12554.460000 sec): 3 clusters
  Score: Raw -455621.677350 + Penalty 2705.645700 = -452916.031650
  nChanged 31
		SP:Iteration 28Q (12554.470000 sec): 3 clusters
  Score: Raw -455636.657614 + Penalty 2705.645700 = -452931.011913
  nChanged 32
		SP:Iteration 29Q (12554.480000 sec): 3 clusters
  Score: Raw -455651.530807 + Penalty 2705.645700 = -452945.885107
  nChanged 24
		SP:Iteration 30Q (12554.490000 sec): 3 clusters
  Score: Raw -455665.039260 + Penalty 2705.645700 = -452959.393559
  nChanged 22
		SP:Iteration 31Q (12554.500000 sec): 3 clusters
  Score: Raw -455672.891076 + Penalty 2705.645700 = -452967.245375
  nChanged 16
		SP:Iteration 32Q (12554.510000 sec): 3 clusters
  Score: Raw -455679.160288 + Penalty 2705.645700 = -452973.514588
  nChanged 12
		SP:Iteration 33Q (12554.520000 sec): 3 clusters
  Score: Raw -455685.770780 + Penalty 2705.645700 = -452980.125079
  nChanged 11
		SP:Iteration 34Q (12554.530000 sec): 3 clusters
  Score: Raw -455691.713332 + Penalty 2705.645700 = -452986.067631
  nChanged 17
		SP:Iteration 35Q (12554.540000 sec): 3 clusters
  Score: Raw -455701.084218 + Penalty 2705.645700 = -452995.438518
  nChanged 22
		SP:Iteration 36Q (12554.550000 sec): 3 clusters
  Score: Raw -455710.365898 + Penalty 2705.645700 = -453004.720198
  nChanged 10
		SP:Iteration 37Q (12554.560000 sec): 3 clusters
  Score: Raw -455714.691950 + Penalty 2705.645700 = -453009.046249
  nChanged 8
		SP:Iteration 38Q (12554.570000 sec): 3 clusters
  Score: Raw -455716.784119 + Penalty 2705.645700 = -453011.138419
  nChanged 5
		SP:Iteration 39Q (12554.580000 sec): 3 clusters
  Score: Raw -455718.422654 + Penalty 2705.645700 = -453012.776953
  nChanged 4
		SP:Iteration 40F (12554.590000 sec): 3 clusters
  Score: Raw -455719.402708 + Penalty 2705.645700 = -453013.757007
  nChanged 5
		SP:Iteration 41Q (12554.600000 sec): 3 clusters
  Score: Raw -455720.888060 + Penalty 2705.645700 = -453015.242359
  nChanged 6
		SP:Iteration 42Q (12554.610000 sec): 3 clusters
  Score: Raw -455723.203530 + Penalty 2705.645700 = -453017.557830
  nChanged 6
		SP:Iteration 43Q (12554.610000 sec): 3 clusters
  Score: Raw -455726.891250 + Penalty 2705.645700 = -453021.245550
  nChanged 8
		SP:Iteration 44Q (12554.630000 sec): 3 clusters
  Score: Raw -455731.313347 + Penalty 2705.645700 = -453025.667647
  nChanged 11
		SP:Iteration 45Q (12554.630000 sec): 3 clusters
  Score: Raw -455735.102658 + Penalty 2705.645700 = -453029.456957
  nChanged 9
		SP:Iteration 46Q (12554.640000 sec): 3 clusters
  Score: Raw -455740.003525 + Penalty 2705.645700 = -453034.357825
  nChanged 8
		SP:Iteration 47Q (12554.650000 sec): 3 clusters
  Score: Raw -455745.052068 + Penalty 2705.645700 = -453039.406368
  nChanged 9
		SP:Iteration 48Q (12554.660000 sec): 3 clusters
  Score: Raw -455750.422509 + Penalty 2705.645700 = -453044.776809
  nChanged 8
		SP:Iteration 49Q (12554.670000 sec): 3 clusters
  Score: Raw -455755.403892 + Penalty 2705.645700 = -453049.758191
  nChanged 7
		SP:Iteration 50Q (12554.680000 sec): 3 clusters
  Score: Raw -455758.218153 + Penalty 2705.645700 = -453052.572453
  nChanged 5
		SP:Iteration 51Q (12554.690000 sec): 3 clusters
  Score: Raw -455761.779712 + Penalty 2705.645700 = -453056.134011
  nChanged 7
		SP:Iteration 52Q (12554.700000 sec): 3 clusters
  Score: Raw -455765.729040 + Penalty 2705.645700 = -453060.083340
  nChanged 7
		SP:Iteration 53Q (12554.710000 sec): 3 clusters
  Score: Raw -455768.861440 + Penalty 2705.645700 = -453063.215740
  nChanged 2
		SP:Iteration 54Q (12554.720000 sec): 3 clusters
  Score: Raw -455769.988114 + Penalty 2705.645700 = -453064.342413
  nChanged 1
		SP:Iteration 55Q (12554.730000 sec): 3 clusters
  Score: Raw -455770.180094 + Penalty 2705.645700 = -453064.534394
  nChanged 0
		SP:Iteration 56F (12554.730000 sec): 3 clusters
  Score: Raw -455770.180094 + Penalty 2705.645700 = -453064.534394
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12554.750000 sec): 2 clusters
  Score: Raw -147707.914855 + Penalty 1172.237350 = -146535.677504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12554.750000 sec): 3 clusters
  Score: Raw -147243.969702 + Penalty 2344.474700 = -144899.495002
  nChanged 453
		SP:Iteration 1F (12554.750000 sec): 3 clusters
  Score: Raw -147686.203915 + Penalty 2344.474700 = -145341.729215
  nChanged 131
		SP:Iteration 2F (12554.750000 sec): 3 clusters
  Score: Raw -147833.823256 + Penalty 2344.474700 = -145489.348556
  nChanged 84
		SP:Iteration 3F (12554.760000 sec): 3 clusters
  Score: Raw -147924.876458 + Penalty 2344.474700 = -145580.401757
  nChanged 65
		SP:Iteration 4Q (12554.760000 sec): 3 clusters
  Score: Raw -147993.543698 + Penalty 2344.474700 = -145649.068998
  nChanged 53
		SP:Iteration 5Q (12554.770000 sec): 3 clusters
  Score: Raw -148048.207393 + Penalty 2344.474700 = -145703.732693
  nChanged 31
		SP:Iteration 6Q (12554.770000 sec): 3 clusters
  Score: Raw -148075.365380 + Penalty 2344.474700 = -145730.890680
  nChanged 30
		SP:Iteration 7Q (12554.770000 sec): 3 clusters
  Score: Raw -148107.294001 + Penalty 2344.474700 = -145762.819301
  nChanged 23
		SP:Iteration 8Q (12554.770000 sec): 3 clusters
  Score: Raw -148135.147198 + Penalty 2344.474700 = -145790.672498
  nChanged 26
		SP:Iteration 9Q (12554.770000 sec): 3 clusters
  Score: Raw -148158.885678 + Penalty 2344.474700 = -145814.410978
  nChanged 17
		SP:Iteration 10Q (12554.780000 sec): 3 clusters
  Score: Raw -148180.556837 + Penalty 2344.474700 = -145836.082137
  nChanged 16
		SP:Iteration 11Q (12554.780000 sec): 3 clusters
  Score: Raw -148200.512539 + Penalty 2344.474700 = -145856.037839
  nChanged 16
		SP:Iteration 12Q (12554.780000 sec): 3 clusters
  Score: Raw -148225.307234 + Penalty 2344.474700 = -145880.832534
  nChanged 20
		SP:Iteration 13Q (12554.790000 sec): 3 clusters
  Score: Raw -148277.021833 + Penalty 2344.474700 = -145932.547133
  nChanged 27
		SP:Iteration 14Q (12554.790000 sec): 3 clusters
  Score: Raw -148364.600385 + Penalty 2344.474700 = -146020.125685
  nChanged 25
		SP:Iteration 15Q (12554.790000 sec): 3 clusters
  Score: Raw -148468.583875 + Penalty 2344.474700 = -146124.109175
  nChanged 23
		SP:Iteration 16Q (12554.790000 sec): 3 clusters
  Score: Raw -148517.725501 + Penalty 2344.474700 = -146173.250801
  nChanged 24
		SP:Iteration 17Q (12554.800000 sec): 3 clusters
  Score: Raw -148554.483739 + Penalty 2344.474700 = -146210.009039
  nChanged 17
		SP:Iteration 18Q (12554.800000 sec): 3 clusters
  Score: Raw -148580.066665 + Penalty 2344.474700 = -146235.591965
  nChanged 10
		SP:Iteration 19Q (12554.810000 sec): 3 clusters
  Score: Raw -148604.641185 + Penalty 2344.474700 = -146260.166485
  nChanged 10
		SP:Iteration 20F (12554.810000 sec): 3 clusters
  Score: Raw -148625.701470 + Penalty 2344.474700 = -146281.226770
  nChanged 10
		SP:Iteration 21Q (12554.810000 sec): 3 clusters
  Score: Raw -148641.927594 + Penalty 2344.474700 = -146297.452894
  nChanged 6
		SP:Iteration 22Q (12554.810000 sec): 3 clusters
  Score: Raw -148647.977230 + Penalty 2344.474700 = -146303.502530
  nChanged 2
		SP:Iteration 23Q (12554.820000 sec): 3 clusters
  Score: Raw -148648.871085 + Penalty 2344.474700 = -146304.396384
  nChanged 1
		SP:Iteration 24Q (12554.820000 sec): 3 clusters
  Score: Raw -148649.365012 + Penalty 2344.474700 = -146304.890312
  nChanged 0
		SP:Iteration 25F (12554.820000 sec): 3 clusters
  Score: Raw -148649.365012 + Penalty 2344.474700 = -146304.890312
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12554.830000 sec): 2 clusters
  Score: Raw -134273.027933 + Penalty 1156.414048 = -133116.613885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12554.830000 sec): 3 clusters
  Score: Raw -133806.629032 + Penalty 2312.828097 = -131493.800935
  nChanged 380
		SP:Iteration 1F (12554.840000 sec): 3 clusters
  Score: Raw -134105.518398 + Penalty 2312.828097 = -131792.690302
  nChanged 97
		SP:Iteration 2F (12554.840000 sec): 3 clusters
  Score: Raw -134196.983630 + Penalty 2312.828097 = -131884.155533
  nChanged 50
		SP:Iteration 3Q (12554.840000 sec): 3 clusters
  Score: Raw -134238.534225 + Penalty 2312.828097 = -131925.706128
  nChanged 31
		SP:Iteration 4Q (12554.850000 sec): 3 clusters
  Score: Raw -134261.253434 + Penalty 2312.828097 = -131948.425337
  nChanged 24
		SP:Iteration 5Q (12554.850000 sec): 3 clusters
  Score: Raw -134278.771415 + Penalty 2312.828097 = -131965.943318
  nChanged 15
		SP:Iteration 6Q (12554.850000 sec): 3 clusters
  Score: Raw -134288.375408 + Penalty 2312.828097 = -131975.547311
  nChanged 10
		SP:Iteration 7Q (12554.860000 sec): 3 clusters
  Score: Raw -134296.352743 + Penalty 2312.828097 = -131983.524646
  nChanged 7
		SP:Iteration 8Q (12554.860000 sec): 3 clusters
  Score: Raw -134303.875224 + Penalty 2312.828097 = -131991.047127
  nChanged 8
		SP:Iteration 9Q (12554.860000 sec): 3 clusters
  Score: Raw -134308.093531 + Penalty 2312.828097 = -131995.265434
  nChanged 4
		SP:Iteration 10Q (12554.870000 sec): 3 clusters
  Score: Raw -134311.351859 + Penalty 2312.828097 = -131998.523762
  nChanged 9
		SP:Iteration 11Q (12554.870000 sec): 3 clusters
  Score: Raw -134315.294934 + Penalty 2312.828097 = -132002.466837
  nChanged 4
		SP:Iteration 12Q (12554.870000 sec): 3 clusters
  Score: Raw -134317.101189 + Penalty 2312.828097 = -132004.273092
  nChanged 2
		SP:Iteration 13Q (12554.870000 sec): 3 clusters
  Score: Raw -134318.845603 + Penalty 2312.828097 = -132006.017506
  nChanged 1
		SP:Iteration 14Q (12554.880000 sec): 3 clusters
  Score: Raw -134319.568304 + Penalty 2312.828097 = -132006.740207
  nChanged 1
		SP:Iteration 15Q (12554.880000 sec): 3 clusters
  Score: Raw -134320.260538 + Penalty 2312.828097 = -132007.432441
  nChanged 1
		SP:Iteration 16Q (12554.880000 sec): 3 clusters
  Score: Raw -134320.963690 + Penalty 2312.828097 = -132008.135593
  nChanged 2
		SP:Iteration 17Q (12554.890000 sec): 3 clusters
  Score: Raw -134322.575001 + Penalty 2312.828097 = -132009.746905
  nChanged 2
		SP:Iteration 18Q (12554.890000 sec): 3 clusters
  Score: Raw -134323.639777 + Penalty 2312.828097 = -132010.811681
  nChanged 1
		SP:Iteration 19Q (12554.890000 sec): 3 clusters
  Score: Raw -134324.484350 + Penalty 2312.828097 = -132011.656253
  nChanged 2
		SP:Iteration 20F (12554.890000 sec): 3 clusters
  Score: Raw -134326.113878 + Penalty 2312.828097 = -132013.285782
  nChanged 3
		SP:Iteration 21Q (12554.900000 sec): 3 clusters
  Score: Raw -134330.016856 + Penalty 2312.828097 = -132017.188759
  nChanged 2
		SP:Iteration 22Q (12554.900000 sec): 3 clusters
  Score: Raw -134330.651915 + Penalty 2312.828097 = -132017.823818
  nChanged 0
		SP:Iteration 23F (12554.910000 sec): 3 clusters
  Score: Raw -134330.651915 + Penalty 2312.828097 = -132017.823818
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12554.910000 sec): 2 clusters
  Score: Raw -26266.543257 + Penalty 891.952381 = -25374.590877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12554.910000 sec): 3 clusters
  Score: Raw -26362.533685 + Penalty 1783.904761 = -24578.628924
  nChanged 56
		SP:Iteration 1F (12554.910000 sec): 3 clusters
  Score: Raw -26476.291163 + Penalty 1783.904761 = -24692.386402
  nChanged 8
		SP:Iteration 2Q (12554.910000 sec): 3 clusters
  Score: Raw -26496.774734 + Penalty 1783.904761 = -24712.869973
  nChanged 3
		SP:Iteration 3Q (12554.910000 sec): 3 clusters
  Score: Raw -26503.372054 + Penalty 1783.904761 = -24719.467293
  nChanged 1
		SP:Iteration 4Q (12554.910000 sec): 3 clusters
  Score: Raw -26504.200043 + Penalty 1783.904761 = -24720.295282
  nChanged 0
		SP:Iteration 5F (12554.910000 sec): 3 clusters
  Score: Raw -26504.200043 + Penalty 1783.904761 = -24720.295282
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (35915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12555.030000 sec): 2 clusters
  Score: Raw -3861084.942541 + Penalty 1704.447926 = -3859380.494615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12555.130000 sec): 3 clusters
  Score: Raw -3838412.573414 + Penalty 3408.895852 = -3835003.677562
  nChanged 16823
		SP:Iteration 1F (12555.220000 sec): 3 clusters
  Score: Raw -3848192.244146 + Penalty 3408.895852 = -3844783.348294
  nChanged 1882
		SP:Iteration 2F (12555.310000 sec): 3 clusters
  Score: Raw -3848996.086118 + Penalty 3408.895852 = -3845587.190266
  nChanged 1922
		SP:Iteration 3F (12555.410000 sec): 3 clusters
  Score: Raw -3849897.824220 + Penalty 3408.895852 = -3846488.928367
  nChanged 1966
		SP:Iteration 4F (12555.500000 sec): 3 clusters
  Score: Raw -3850871.784739 + Penalty 3408.895852 = -3847462.888886
  nChanged 1951
		SP:Iteration 5F (12555.600000 sec): 3 clusters
  Score: Raw -3851890.532939 + Penalty 3408.895852 = -3848481.637087
  nChanged 1950
		SP:Iteration 6F (12555.690000 sec): 3 clusters
  Score: Raw -3852842.184488 + Penalty 3408.895852 = -3849433.288636
  nChanged 1811
		SP:Iteration 7F (12555.790000 sec): 3 clusters
  Score: Raw -3853680.471824 + Penalty 3408.895852 = -3850271.575971
  nChanged 1630
		SP:Iteration 8Q (12555.880000 sec): 3 clusters
  Score: Raw -3854425.283779 + Penalty 3408.895852 = -3851016.387927
  nChanged 1458
		SP:Iteration 9Q (12555.980000 sec): 3 clusters
  Score: Raw -3855085.305340 + Penalty 3408.895852 = -3851676.409487
  nChanged 1309
		SP:Iteration 10Q (12556.070000 sec): 3 clusters
  Score: Raw -3855696.964116 + Penalty 3408.895852 = -3852288.068264
  nChanged 1174
		SP:Iteration 11Q (12556.170000 sec): 3 clusters
  Score: Raw -3856204.455909 + Penalty 3408.895852 = -3852795.560057
  nChanged 1004
		SP:Iteration 12Q (12556.260000 sec): 3 clusters
  Score: Raw -3856622.585039 + Penalty 3408.895852 = -3853213.689187
  nChanged 909
		SP:Iteration 13Q (12556.350000 sec): 3 clusters
  Score: Raw -3856913.842843 + Penalty 3408.895852 = -3853504.946991
  nChanged 699
		SP:Iteration 14Q (12556.450000 sec): 3 clusters
  Score: Raw -3857094.941256 + Penalty 3408.895852 = -3853686.045404
  nChanged 507
		SP:Iteration 15Q (12556.540000 sec): 3 clusters
  Score: Raw -3857200.161143 + Penalty 3408.895852 = -3853791.265291
  nChanged 382
		SP:Iteration 16Q (12556.630000 sec): 3 clusters
  Score: Raw -3857267.339764 + Penalty 3408.895852 = -3853858.443912
  nChanged 322
		SP:Iteration 17Q (12556.720000 sec): 3 clusters
  Score: Raw -3857326.923073 + Penalty 3408.895852 = -3853918.027221
  nChanged 308
		SP:Iteration 18Q (12556.810000 sec): 3 clusters
  Score: Raw -3857377.993064 + Penalty 3408.895852 = -3853969.097211
  nChanged 272
		SP:Iteration 19Q (12556.910000 sec): 3 clusters
  Score: Raw -3857420.440177 + Penalty 3408.895852 = -3854011.544325
  nChanged 248
		SP:Iteration 20F (12557.000000 sec): 3 clusters
  Score: Raw -3857458.841141 + Penalty 3408.895852 = -3854049.945289
  nChanged 238
		SP:Iteration 21Q (12557.090000 sec): 3 clusters
  Score: Raw -3857496.910938 + Penalty 3408.895852 = -3854088.015085
  nChanged 255
		SP:Iteration 22Q (12557.190000 sec): 3 clusters
  Score: Raw -3857536.667807 + Penalty 3408.895852 = -3854127.771955
  nChanged 267
		SP:Iteration 23Q (12557.280000 sec): 3 clusters
  Score: Raw -3857586.951087 + Penalty 3408.895852 = -3854178.055234
  nChanged 298
		SP:Iteration 24Q (12557.370000 sec): 3 clusters
  Score: Raw -3857646.682227 + Penalty 3408.895852 = -3854237.786375
  nChanged 290
		SP:Iteration 25Q (12557.460000 sec): 3 clusters
  Score: Raw -3857706.381765 + Penalty 3408.895852 = -3854297.485913
  nChanged 307
		SP:Iteration 26Q (12557.550000 sec): 3 clusters
  Score: Raw -3857770.523241 + Penalty 3408.895852 = -3854361.627389
  nChanged 306
		SP:Iteration 27Q (12557.650000 sec): 3 clusters
  Score: Raw -3857834.974110 + Penalty 3408.895852 = -3854426.078258
  nChanged 287
		SP:Iteration 28Q (12557.740000 sec): 3 clusters
  Score: Raw -3857890.939115 + Penalty 3408.895852 = -3854482.043262
  nChanged 287
		SP:Iteration 29Q (12557.830000 sec): 3 clusters
  Score: Raw -3857942.821401 + Penalty 3408.895852 = -3854533.925548
  nChanged 278
		SP:Iteration 30Q (12557.920000 sec): 3 clusters
  Score: Raw -3857990.805437 + Penalty 3408.895852 = -3854581.909585
  nChanged 264
		SP:Iteration 31Q (12558.020000 sec): 3 clusters
  Score: Raw -3858037.497146 + Penalty 3408.895852 = -3854628.601294
  nChanged 270
		SP:Iteration 32Q (12558.110000 sec): 3 clusters
  Score: Raw -3858081.962114 + Penalty 3408.895852 = -3854673.066261
  nChanged 269
		SP:Iteration 33Q (12558.200000 sec): 3 clusters
  Score: Raw -3858130.423045 + Penalty 3408.895852 = -3854721.527193
  nChanged 272
		SP:Iteration 34Q (12558.290000 sec): 3 clusters
  Score: Raw -3858178.710609 + Penalty 3408.895852 = -3854769.814757
  nChanged 286
		SP:Iteration 35Q (12558.380000 sec): 3 clusters
  Score: Raw -3858236.164596 + Penalty 3408.895852 = -3854827.268744
  nChanged 334
		SP:Iteration 36Q (12558.470000 sec): 3 clusters
  Score: Raw -3858304.880879 + Penalty 3408.895852 = -3854895.985026
  nChanged 341
		SP:Iteration 37Q (12558.560000 sec): 3 clusters
  Score: Raw -3858372.594917 + Penalty 3408.895852 = -3854963.699065
  nChanged 342
		SP:Iteration 38Q (12558.650000 sec): 3 clusters
  Score: Raw -3858441.307994 + Penalty 3408.895852 = -3855032.412142
  nChanged 334
		SP:Iteration 39Q (12558.740000 sec): 3 clusters
  Score: Raw -3858513.335428 + Penalty 3408.895852 = -3855104.439576
  nChanged 344
		SP:Iteration 40F (12558.830000 sec): 3 clusters
  Score: Raw -3858586.431530 + Penalty 3408.895852 = -3855177.535677
  nChanged 350
		SP:Iteration 41Q (12558.920000 sec): 3 clusters
  Score: Raw -3858662.271614 + Penalty 3408.895852 = -3855253.375761
  nChanged 359
		SP:Iteration 42Q (12559.010000 sec): 3 clusters
  Score: Raw -3858743.556891 + Penalty 3408.895852 = -3855334.661039
  nChanged 350
		SP:Iteration 43Q (12559.100000 sec): 3 clusters
  Score: Raw -3858823.155315 + Penalty 3408.895852 = -3855414.259463
  nChanged 362
		SP:Iteration 44Q (12559.190000 sec): 3 clusters
  Score: Raw -3858906.699965 + Penalty 3408.895852 = -3855497.804113
  nChanged 349
		SP:Iteration 45Q (12559.270000 sec): 3 clusters
  Score: Raw -3858989.881983 + Penalty 3408.895852 = -3855580.986131
  nChanged 350
		SP:Iteration 46Q (12559.360000 sec): 3 clusters
  Score: Raw -3859075.718501 + Penalty 3408.895852 = -3855666.822649
  nChanged 345
		SP:Iteration 47Q (12559.450000 sec): 3 clusters
  Score: Raw -3859161.788883 + Penalty 3408.895852 = -3855752.893031
  nChanged 378
		SP:Iteration 48Q (12559.530000 sec): 3 clusters
  Score: Raw -3859260.324571 + Penalty 3408.895852 = -3855851.428719
  nChanged 383
		SP:Iteration 49Q (12559.610000 sec): 3 clusters
  Score: Raw -3859363.742886 + Penalty 3408.895852 = -3855954.847033
  nChanged 412
		SP:Iteration 50Q (12559.700000 sec): 3 clusters
  Score: Raw -3859478.355407 + Penalty 3408.895852 = -3856069.459555
  nChanged 412
		SP:Iteration 51Q (12559.780000 sec): 3 clusters
  Score: Raw -3859601.777965 + Penalty 3408.895852 = -3856192.882113
  nChanged 425
		SP:Iteration 52Q (12559.870000 sec): 3 clusters
  Score: Raw -3859744.870121 + Penalty 3408.895852 = -3856335.974269
  nChanged 452
		SP:Iteration 53Q (12559.950000 sec): 3 clusters
  Score: Raw -3859907.110336 + Penalty 3408.895852 = -3856498.214483
  nChanged 463
		SP:Iteration 54Q (12560.030000 sec): 3 clusters
  Score: Raw -3860073.700693 + Penalty 3408.895852 = -3856664.804840
  nChanged 436
		SP:Iteration 55Q (12560.110000 sec): 3 clusters
  Score: Raw -3860241.191577 + Penalty 3408.895852 = -3856832.295725
  nChanged 440
		SP:Iteration 56Q (12560.190000 sec): 3 clusters
  Score: Raw -3860419.595049 + Penalty 3408.895852 = -3857010.699196
  nChanged 421
		SP:Iteration 57Q (12560.270000 sec): 3 clusters
  Score: Raw -3860596.057815 + Penalty 3408.895852 = -3857187.161963
  nChanged 412
		SP:Iteration 58Q (12560.350000 sec): 3 clusters
  Score: Raw -3860774.107058 + Penalty 3408.895852 = -3857365.211206
  nChanged 414
		SP:Iteration 59Q (12560.430000 sec): 3 clusters
  Score: Raw -3860964.975429 + Penalty 3408.895852 = -3857556.079577
  nChanged 425
		SP:Iteration 60F (12560.520000 sec): 3 clusters
  Score: Raw -3861186.411205 + Penalty 3408.895852 = -3857777.515353
  nChanged 425
		SP:Iteration 61Q (12560.600000 sec): 3 clusters
  Score: Raw -3861436.735749 + Penalty 3408.895852 = -3858027.839897
  nChanged 379
		SP:Iteration 62Q (12560.670000 sec): 3 clusters
  Score: Raw -3861656.522835 + Penalty 3408.895852 = -3858247.626982
  nChanged 322
		SP:Iteration 63Q (12560.750000 sec): 3 clusters
  Score: Raw -3861849.347699 + Penalty 3408.895852 = -3858440.451847
  nChanged 263
		SP:Iteration 64Q (12560.820000 sec): 3 clusters
  Score: Raw -3861994.672355 + Penalty 3408.895852 = -3858585.776502
  nChanged 216
		SP:Iteration 65Q (12560.890000 sec): 3 clusters
  Score: Raw -3862110.333213 + Penalty 3408.895852 = -3858701.437361
  nChanged 182
		SP:Iteration 66Q (12560.970000 sec): 3 clusters
  Score: Raw -3862197.210179 + Penalty 3408.895852 = -3858788.314327
  nChanged 143
		SP:Iteration 67Q (12561.040000 sec): 3 clusters
  Score: Raw -3862259.839005 + Penalty 3408.895852 = -3858850.943153
  nChanged 92
		SP:Iteration 68Q (12561.110000 sec): 3 clusters
  Score: Raw -3862296.313873 + Penalty 3408.895852 = -3858887.418021
  nChanged 73
		SP:Iteration 69Q (12561.180000 sec): 3 clusters
  Score: Raw -3862325.668050 + Penalty 3408.895852 = -3858916.772198
  nChanged 75
		SP:Iteration 70Q (12561.250000 sec): 3 clusters
  Score: Raw -3862351.074042 + Penalty 3408.895852 = -3858942.178190
  nChanged 58
		SP:Iteration 71Q (12561.320000 sec): 3 clusters
  Score: Raw -3862369.601259 + Penalty 3408.895852 = -3858960.705407
  nChanged 36
		SP:Iteration 72Q (12561.390000 sec): 3 clusters
  Score: Raw -3862380.994602 + Penalty 3408.895852 = -3858972.098750
  nChanged 31
		SP:Iteration 73Q (12561.460000 sec): 3 clusters
  Score: Raw -3862389.996123 + Penalty 3408.895852 = -3858981.100271
  nChanged 33
		SP:Iteration 74Q (12561.530000 sec): 3 clusters
  Score: Raw -3862401.942904 + Penalty 3408.895852 = -3858993.047051
  nChanged 35
		SP:Iteration 75Q (12561.600000 sec): 3 clusters
  Score: Raw -3862414.018139 + Penalty 3408.895852 = -3859005.122287
  nChanged 30
		SP:Iteration 76Q (12561.670000 sec): 3 clusters
  Score: Raw -3862424.831000 + Penalty 3408.895852 = -3859015.935147
  nChanged 30
		SP:Iteration 77Q (12561.740000 sec): 3 clusters
  Score: Raw -3862434.906849 + Penalty 3408.895852 = -3859026.010997
  nChanged 21
		SP:Iteration 78Q (12561.810000 sec): 3 clusters
  Score: Raw -3862442.823401 + Penalty 3408.895852 = -3859033.927548
  nChanged 24
		SP:Iteration 79Q (12561.880000 sec): 3 clusters
  Score: Raw -3862449.673777 + Penalty 3408.895852 = -3859040.777925
  nChanged 23
		SP:Iteration 80F (12561.970000 sec): 3 clusters
  Score: Raw -3862456.127546 + Penalty 3408.895852 = -3859047.231694
  nChanged 18
		SP:Iteration 81Q (12562.040000 sec): 3 clusters
  Score: Raw -3862459.840448 + Penalty 3408.895852 = -3859050.944596
  nChanged 12
		SP:Iteration 82Q (12562.110000 sec): 3 clusters
  Score: Raw -3862462.159827 + Penalty 3408.895852 = -3859053.263975
  nChanged 8
		SP:Iteration 83Q (12562.180000 sec): 3 clusters
  Score: Raw -3862463.758238 + Penalty 3408.895852 = -3859054.862386
  nChanged 6
		SP:Iteration 84Q (12562.250000 sec): 3 clusters
  Score: Raw -3862465.283158 + Penalty 3408.895852 = -3859056.387306
  nChanged 8
		SP:Iteration 85Q (12562.320000 sec): 3 clusters
  Score: Raw -3862466.965584 + Penalty 3408.895852 = -3859058.069732
  nChanged 2
		SP:Iteration 86Q (12562.390000 sec): 3 clusters
  Score: Raw -3862467.165017 + Penalty 3408.895852 = -3859058.269165
  nChanged 0
		SP:Iteration 87F (12562.490000 sec): 3 clusters
  Score: Raw -3862467.165017 + Penalty 3408.895852 = -3859058.269165
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12562.520000 sec): 2 clusters
  Score: Raw -498627.390168 + Penalty 1360.213987 = -497267.176181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12562.530000 sec): 3 clusters
  Score: Raw -496450.166632 + Penalty 2720.427974 = -493729.738658
  nChanged 1720
		SP:Iteration 1F (12562.540000 sec): 3 clusters
  Score: Raw -497401.628603 + Penalty 2720.427974 = -494681.200629
  nChanged 310
		SP:Iteration 2F (12562.550000 sec): 3 clusters
  Score: Raw -497583.864639 + Penalty 2720.427974 = -494863.436665
  nChanged 246
		SP:Iteration 3F (12562.560000 sec): 3 clusters
  Score: Raw -497735.636209 + Penalty 2720.427974 = -495015.208235
  nChanged 209
		SP:Iteration 4Q (12562.570000 sec): 3 clusters
  Score: Raw -497862.207474 + Penalty 2720.427974 = -495141.779501
  nChanged 176
		SP:Iteration 5Q (12562.580000 sec): 3 clusters
  Score: Raw -497983.055572 + Penalty 2720.427974 = -495262.627598
  nChanged 148
		SP:Iteration 6Q (12562.590000 sec): 3 clusters
  Score: Raw -498085.045138 + Penalty 2720.427974 = -495364.617165
  nChanged 142
		SP:Iteration 7Q (12562.600000 sec): 3 clusters
  Score: Raw -498182.913905 + Penalty 2720.427974 = -495462.485931
  nChanged 144
		SP:Iteration 8Q (12562.610000 sec): 3 clusters
  Score: Raw -498286.433575 + Penalty 2720.427974 = -495566.005601
  nChanged 149
		SP:Iteration 9Q (12562.630000 sec): 3 clusters
  Score: Raw -498384.874847 + Penalty 2720.427974 = -495664.446874
  nChanged 141
		SP:Iteration 10Q (12562.630000 sec): 3 clusters
  Score: Raw -498489.774613 + Penalty 2720.427974 = -495769.346639
  nChanged 139
		SP:Iteration 11Q (12562.650000 sec): 3 clusters
  Score: Raw -498605.472840 + Penalty 2720.427974 = -495885.044866
  nChanged 133
		SP:Iteration 12Q (12562.650000 sec): 3 clusters
  Score: Raw -498710.206484 + Penalty 2720.427974 = -495989.778510
  nChanged 103
		SP:Iteration 13Q (12562.670000 sec): 3 clusters
  Score: Raw -498793.222542 + Penalty 2720.427974 = -496072.794568
  nChanged 79
		SP:Iteration 14Q (12562.670000 sec): 3 clusters
  Score: Raw -498856.328971 + Penalty 2720.427974 = -496135.900997
  nChanged 74
		SP:Iteration 15Q (12562.690000 sec): 3 clusters
  Score: Raw -498923.681998 + Penalty 2720.427974 = -496203.254024
  nChanged 65
		SP:Iteration 16Q (12562.690000 sec): 3 clusters
  Score: Raw -498980.142419 + Penalty 2720.427974 = -496259.714446
  nChanged 48
		SP:Iteration 17Q (12562.700000 sec): 3 clusters
  Score: Raw -499022.639377 + Penalty 2720.427974 = -496302.211404
  nChanged 43
		SP:Iteration 18Q (12562.710000 sec): 3 clusters
  Score: Raw -499066.512501 + Penalty 2720.427974 = -496346.084527
  nChanged 34
		SP:Iteration 19Q (12562.720000 sec): 3 clusters
  Score: Raw -499090.931726 + Penalty 2720.427974 = -496370.503752
  nChanged 30
		SP:Iteration 20F (12562.730000 sec): 3 clusters
  Score: Raw -499117.206837 + Penalty 2720.427974 = -496396.778863
  nChanged 24
		SP:Iteration 21Q (12562.740000 sec): 3 clusters
  Score: Raw -499138.384413 + Penalty 2720.427974 = -496417.956439
  nChanged 16
		SP:Iteration 22Q (12562.750000 sec): 3 clusters
  Score: Raw -499150.769793 + Penalty 2720.427974 = -496430.341819
  nChanged 17
		SP:Iteration 23Q (12562.760000 sec): 3 clusters
  Score: Raw -499161.830366 + Penalty 2720.427974 = -496441.402392
  nChanged 17
		SP:Iteration 24Q (12562.770000 sec): 3 clusters
  Score: Raw -499172.193216 + Penalty 2720.427974 = -496451.765242
  nChanged 12
		SP:Iteration 25Q (12562.770000 sec): 3 clusters
  Score: Raw -499180.271638 + Penalty 2720.427974 = -496459.843664
  nChanged 12
		SP:Iteration 26Q (12562.780000 sec): 3 clusters
  Score: Raw -499188.648703 + Penalty 2720.427974 = -496468.220729
  nChanged 13
		SP:Iteration 27Q (12562.790000 sec): 3 clusters
  Score: Raw -499196.641871 + Penalty 2720.427974 = -496476.213898
  nChanged 12
		SP:Iteration 28Q (12562.800000 sec): 3 clusters
  Score: Raw -499205.056663 + Penalty 2720.427974 = -496484.628689
  nChanged 7
		SP:Iteration 29Q (12562.810000 sec): 3 clusters
  Score: Raw -499208.982277 + Penalty 2720.427974 = -496488.554303
  nChanged 2
		SP:Iteration 30Q (12562.820000 sec): 3 clusters
  Score: Raw -499209.605102 + Penalty 2720.427974 = -496489.177128
  nChanged 2
		SP:Iteration 31Q (12562.830000 sec): 3 clusters
  Score: Raw -499211.066292 + Penalty 2720.427974 = -496490.638319
  nChanged 3
		SP:Iteration 32Q (12562.830000 sec): 3 clusters
  Score: Raw -499212.861740 + Penalty 2720.427974 = -496492.433766
  nChanged 3
		SP:Iteration 33Q (12562.840000 sec): 3 clusters
  Score: Raw -499214.756646 + Penalty 2720.427974 = -496494.328672
  nChanged 4
		SP:Iteration 34Q (12562.850000 sec): 3 clusters
  Score: Raw -499217.777312 + Penalty 2720.427974 = -496497.349338
  nChanged 2
		SP:Iteration 35Q (12562.860000 sec): 3 clusters
  Score: Raw -499218.609037 + Penalty 2720.427974 = -496498.181063
  nChanged 3
		SP:Iteration 36Q (12562.870000 sec): 3 clusters
  Score: Raw -499221.561578 + Penalty 2720.427974 = -496501.133604
  nChanged 1
		SP:Iteration 37Q (12562.870000 sec): 3 clusters
  Score: Raw -499221.907948 + Penalty 2720.427974 = -496501.479974
  nChanged 0
		SP:Iteration 38F (12562.890000 sec): 3 clusters
  Score: Raw -499221.907948 + Penalty 2720.427974 = -496501.479974
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12562.900000 sec): 2 clusters
  Score: Raw -276316.373419 + Penalty 1294.288269 = -275022.085150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12562.910000 sec): 3 clusters
  Score: Raw -275042.188659 + Penalty 2588.576538 = -272453.612121
  nChanged 1109
		SP:Iteration 1F (12562.910000 sec): 3 clusters
  Score: Raw -275928.657774 + Penalty 2588.576538 = -273340.081236
  nChanged 298
		SP:Iteration 2F (12562.920000 sec): 3 clusters
  Score: Raw -276219.775639 + Penalty 2588.576538 = -273631.199101
  nChanged 191
		SP:Iteration 3F (12562.930000 sec): 3 clusters
  Score: Raw -276421.306791 + Penalty 2588.576538 = -273832.730253
  nChanged 157
		SP:Iteration 4F (12562.930000 sec): 3 clusters
  Score: Raw -276555.830018 + Penalty 2588.576538 = -273967.253479
  nChanged 117
		SP:Iteration 5Q (12562.940000 sec): 3 clusters
  Score: Raw -276628.461874 + Penalty 2588.576538 = -274039.885336
  nChanged 75
		SP:Iteration 6Q (12562.950000 sec): 3 clusters
  Score: Raw -276680.502883 + Penalty 2588.576538 = -274091.926345
  nChanged 65
		SP:Iteration 7Q (12562.950000 sec): 3 clusters
  Score: Raw -276714.705615 + Penalty 2588.576538 = -274126.129076
  nChanged 37
		SP:Iteration 8Q (12562.960000 sec): 3 clusters
  Score: Raw -276733.859061 + Penalty 2588.576538 = -274145.282522
  nChanged 38
		SP:Iteration 9Q (12562.970000 sec): 3 clusters
  Score: Raw -276761.723486 + Penalty 2588.576538 = -274173.146947
  nChanged 50
		SP:Iteration 10Q (12562.970000 sec): 3 clusters
  Score: Raw -276786.664851 + Penalty 2588.576538 = -274198.088313
  nChanged 41
		SP:Iteration 11Q (12562.980000 sec): 3 clusters
  Score: Raw -276809.567020 + Penalty 2588.576538 = -274220.990481
  nChanged 42
		SP:Iteration 12Q (12562.990000 sec): 3 clusters
  Score: Raw -276833.595159 + Penalty 2588.576538 = -274245.018621
  nChanged 36
		SP:Iteration 13Q (12562.990000 sec): 3 clusters
  Score: Raw -276853.359246 + Penalty 2588.576538 = -274264.782708
  nChanged 31
		SP:Iteration 14Q (12563.000000 sec): 3 clusters
  Score: Raw -276867.518700 + Penalty 2588.576538 = -274278.942162
  nChanged 29
		SP:Iteration 15Q (12563.010000 sec): 3 clusters
  Score: Raw -276880.126437 + Penalty 2588.576538 = -274291.549899
  nChanged 27
		SP:Iteration 16Q (12563.010000 sec): 3 clusters
  Score: Raw -276897.585490 + Penalty 2588.576538 = -274309.008951
  nChanged 20
		SP:Iteration 17Q (12563.020000 sec): 3 clusters
  Score: Raw -276908.354721 + Penalty 2588.576538 = -274319.778182
  nChanged 22
		SP:Iteration 18Q (12563.030000 sec): 3 clusters
  Score: Raw -276918.164427 + Penalty 2588.576538 = -274329.587889
  nChanged 22
		SP:Iteration 19Q (12563.030000 sec): 3 clusters
  Score: Raw -276935.490973 + Penalty 2588.576538 = -274346.914434
  nChanged 29
		SP:Iteration 20F (12563.040000 sec): 3 clusters
  Score: Raw -276958.156113 + Penalty 2588.576538 = -274369.579575
  nChanged 30
		SP:Iteration 21Q (12563.050000 sec): 3 clusters
  Score: Raw -276982.364447 + Penalty 2588.576538 = -274393.787909
  nChanged 31
		SP:Iteration 22Q (12563.050000 sec): 3 clusters
  Score: Raw -276997.174700 + Penalty 2588.576538 = -274408.598161
  nChanged 20
		SP:Iteration 23Q (12563.060000 sec): 3 clusters
  Score: Raw -277006.451817 + Penalty 2588.576538 = -274417.875278
  nChanged 15
		SP:Iteration 24Q (12563.070000 sec): 3 clusters
  Score: Raw -277014.620562 + Penalty 2588.576538 = -274426.044024
  nChanged 19
		SP:Iteration 25Q (12563.070000 sec): 3 clusters
  Score: Raw -277025.004203 + Penalty 2588.576538 = -274436.427665
  nChanged 15
		SP:Iteration 26Q (12563.080000 sec): 3 clusters
  Score: Raw -277032.316966 + Penalty 2588.576538 = -274443.740428
  nChanged 13
		SP:Iteration 27Q (12563.090000 sec): 3 clusters
  Score: Raw -277037.634299 + Penalty 2588.576538 = -274449.057761
  nChanged 11
		SP:Iteration 28Q (12563.090000 sec): 3 clusters
  Score: Raw -277043.149723 + Penalty 2588.576538 = -274454.573185
  nChanged 13
		SP:Iteration 29Q (12563.100000 sec): 3 clusters
  Score: Raw -277047.954510 + Penalty 2588.576538 = -274459.377971
  nChanged 7
		SP:Iteration 30Q (12563.110000 sec): 3 clusters
  Score: Raw -277049.958917 + Penalty 2588.576538 = -274461.382379
  nChanged 5
		SP:Iteration 31Q (12563.110000 sec): 3 clusters
  Score: Raw -277051.128154 + Penalty 2588.576538 = -274462.551616
  nChanged 4
		SP:Iteration 32Q (12563.120000 sec): 3 clusters
  Score: Raw -277052.385106 + Penalty 2588.576538 = -274463.808568
  nChanged 1
		SP:Iteration 33Q (12563.130000 sec): 3 clusters
  Score: Raw -277052.875064 + Penalty 2588.576538 = -274464.298525
  nChanged 3
		SP:Iteration 34Q (12563.130000 sec): 3 clusters
  Score: Raw -277053.321498 + Penalty 2588.576538 = -274464.744959
  nChanged 2
		SP:Iteration 35Q (12563.140000 sec): 3 clusters
  Score: Raw -277053.963424 + Penalty 2588.576538 = -274465.386886
  nChanged 1
		SP:Iteration 36Q (12563.150000 sec): 3 clusters
  Score: Raw -277054.308253 + Penalty 2588.576538 = -274465.731715
  nChanged 2
		SP:Iteration 37Q (12563.150000 sec): 3 clusters
  Score: Raw -277055.121320 + Penalty 2588.576538 = -274466.544781
  nChanged 5
		SP:Iteration 38Q (12563.160000 sec): 3 clusters
  Score: Raw -277057.385195 + Penalty 2588.576538 = -274468.808656
  nChanged 6
		SP:Iteration 39Q (12563.170000 sec): 3 clusters
  Score: Raw -277058.604462 + Penalty 2588.576538 = -274470.027923
  nChanged 3
		SP:Iteration 40F (12563.170000 sec): 3 clusters
  Score: Raw -277059.311088 + Penalty 2588.576538 = -274470.734550
  nChanged 3
		SP:Iteration 41Q (12563.180000 sec): 3 clusters
  Score: Raw -277060.294682 + Penalty 2588.576538 = -274471.718144
  nChanged 4
		SP:Iteration 42Q (12563.190000 sec): 3 clusters
  Score: Raw -277061.750113 + Penalty 2588.576538 = -274473.173574
  nChanged 5
		SP:Iteration 43Q (12563.190000 sec): 3 clusters
  Score: Raw -277063.437071 + Penalty 2588.576538 = -274474.860532
  nChanged 2
		SP:Iteration 44Q (12563.200000 sec): 3 clusters
  Score: Raw -277063.892068 + Penalty 2588.576538 = -274475.315530
  nChanged 2
		SP:Iteration 45Q (12563.210000 sec): 3 clusters
  Score: Raw -277065.134498 + Penalty 2588.576538 = -274476.557959
  nChanged 3
		SP:Iteration 46Q (12563.210000 sec): 3 clusters
  Score: Raw -277066.358489 + Penalty 2588.576538 = -274477.781951
  nChanged 2
		SP:Iteration 47Q (12563.220000 sec): 3 clusters
  Score: Raw -277066.672451 + Penalty 2588.576538 = -274478.095912
  nChanged 3
		SP:Iteration 48Q (12563.230000 sec): 3 clusters
  Score: Raw -277067.436396 + Penalty 2588.576538 = -274478.859858
  nChanged 4
		SP:Iteration 49Q (12563.230000 sec): 3 clusters
  Score: Raw -277069.741363 + Penalty 2588.576538 = -274481.164825
  nChanged 6
		SP:Iteration 50Q (12563.240000 sec): 3 clusters
  Score: Raw -277071.744710 + Penalty 2588.576538 = -274483.168172
  nChanged 5
		SP:Iteration 51Q (12563.250000 sec): 3 clusters
  Score: Raw -277073.143566 + Penalty 2588.576538 = -274484.567028
  nChanged 2
		SP:Iteration 52Q (12563.250000 sec): 3 clusters
  Score: Raw -277073.454569 + Penalty 2588.576538 = -274484.878030
  nChanged 1
		SP:Iteration 53Q (12563.260000 sec): 3 clusters
  Score: Raw -277073.718065 + Penalty 2588.576538 = -274485.141527
  nChanged 0
		SP:Iteration 54F (12563.270000 sec): 3 clusters
  Score: Raw -277073.718065 + Penalty 2588.576538 = -274485.141527
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12563.390000 sec): 2 clusters
  Score: Raw -4388667.496440 + Penalty 1710.339407 = -4386957.157033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12563.490000 sec): 3 clusters
  Score: Raw -4365385.605812 + Penalty 3420.678815 = -4361964.926997
  nChanged 17350
		SP:Iteration 1F (12563.580000 sec): 3 clusters
  Score: Raw -4375066.783217 + Penalty 3420.678815 = -4371646.104402
  nChanged 1499
		SP:Iteration 2Q (12563.690000 sec): 3 clusters
  Score: Raw -4375485.130749 + Penalty 3420.678815 = -4372064.451935
  nChanged 1425
		SP:Iteration 3Q (12563.790000 sec): 3 clusters
  Score: Raw -4375913.662167 + Penalty 3420.678815 = -4372492.983352
  nChanged 1376
		SP:Iteration 4Q (12563.890000 sec): 3 clusters
  Score: Raw -4376387.194429 + Penalty 3420.678815 = -4372966.515614
  nChanged 1447
		SP:Iteration 5Q (12563.990000 sec): 3 clusters
  Score: Raw -4376951.547263 + Penalty 3420.678815 = -4373530.868448
  nChanged 1552
		SP:Iteration 6Q (12564.090000 sec): 3 clusters
  Score: Raw -4377658.888205 + Penalty 3420.678815 = -4374238.209390
  nChanged 1674
		SP:Iteration 7Q (12564.190000 sec): 3 clusters
  Score: Raw -4378485.554871 + Penalty 3420.678815 = -4375064.876056
  nChanged 1745
		SP:Iteration 8Q (12564.290000 sec): 3 clusters
  Score: Raw -4379460.149073 + Penalty 3420.678815 = -4376039.470258
  nChanged 1760
		SP:Iteration 9Q (12564.390000 sec): 3 clusters
  Score: Raw -4380535.044084 + Penalty 3420.678815 = -4377114.365269
  nChanged 1815
		SP:Iteration 10Q (12564.490000 sec): 3 clusters
  Score: Raw -4381739.761638 + Penalty 3420.678815 = -4378319.082823
  nChanged 1817
		SP:Iteration 11Q (12564.590000 sec): 3 clusters
  Score: Raw -4383033.877613 + Penalty 3420.678815 = -4379613.198798
  nChanged 1665
		SP:Iteration 12Q (12564.680000 sec): 3 clusters
  Score: Raw -4384183.639784 + Penalty 3420.678815 = -4380762.960969
  nChanged 1448
		SP:Iteration 13Q (12564.770000 sec): 3 clusters
  Score: Raw -4385149.114784 + Penalty 3420.678815 = -4381728.435970
  nChanged 1182
		SP:Iteration 14Q (12564.860000 sec): 3 clusters
  Score: Raw -4385919.345513 + Penalty 3420.678815 = -4382498.666698
  nChanged 1072
		SP:Iteration 15Q (12564.950000 sec): 3 clusters
  Score: Raw -4386641.291710 + Penalty 3420.678815 = -4383220.612896
  nChanged 943
		SP:Iteration 16Q (12565.030000 sec): 3 clusters
  Score: Raw -4387287.314367 + Penalty 3420.678815 = -4383866.635552
  nChanged 741
		SP:Iteration 17Q (12565.120000 sec): 3 clusters
  Score: Raw -4387793.087992 + Penalty 3420.678815 = -4384372.409177
  nChanged 575
		SP:Iteration 18Q (12565.190000 sec): 3 clusters
  Score: Raw -4388162.467468 + Penalty 3420.678815 = -4384741.788653
  nChanged 392
		SP:Iteration 19Q (12565.270000 sec): 3 clusters
  Score: Raw -4388402.946383 + Penalty 3420.678815 = -4384982.267569
  nChanged 275
		SP:Iteration 20F (12565.360000 sec): 3 clusters
  Score: Raw -4388568.759407 + Penalty 3420.678815 = -4385148.080592
  nChanged 201
		SP:Iteration 21Q (12565.440000 sec): 3 clusters
  Score: Raw -4388685.214862 + Penalty 3420.678815 = -4385264.536047
  nChanged 143
		SP:Iteration 22Q (12565.510000 sec): 3 clusters
  Score: Raw -4388771.074445 + Penalty 3420.678815 = -4385350.395630
  nChanged 104
		SP:Iteration 23Q (12565.580000 sec): 3 clusters
  Score: Raw -4388838.467567 + Penalty 3420.678815 = -4385417.788752
  nChanged 83
		SP:Iteration 24Q (12565.650000 sec): 3 clusters
  Score: Raw -4388880.336006 + Penalty 3420.678815 = -4385459.657191
  nChanged 50
		SP:Iteration 25Q (12565.720000 sec): 3 clusters
  Score: Raw -4388904.468048 + Penalty 3420.678815 = -4385483.789233
  nChanged 44
		SP:Iteration 26Q (12565.800000 sec): 3 clusters
  Score: Raw -4388928.302364 + Penalty 3420.678815 = -4385507.623549
  nChanged 42
		SP:Iteration 27Q (12565.860000 sec): 3 clusters
  Score: Raw -4388947.443703 + Penalty 3420.678815 = -4385526.764888
  nChanged 32
		SP:Iteration 28Q (12565.930000 sec): 3 clusters
  Score: Raw -4388961.764350 + Penalty 3420.678815 = -4385541.085536
  nChanged 21
		SP:Iteration 29Q (12566.000000 sec): 3 clusters
  Score: Raw -4388973.391798 + Penalty 3420.678815 = -4385552.712983
  nChanged 18
		SP:Iteration 30Q (12566.070000 sec): 3 clusters
  Score: Raw -4388980.857248 + Penalty 3420.678815 = -4385560.178433
  nChanged 16
		SP:Iteration 31Q (12566.140000 sec): 3 clusters
  Score: Raw -4388987.142978 + Penalty 3420.678815 = -4385566.464163
  nChanged 12
		SP:Iteration 32Q (12566.210000 sec): 3 clusters
  Score: Raw -4388992.993065 + Penalty 3420.678815 = -4385572.314250
  nChanged 8
		SP:Iteration 33Q (12566.280000 sec): 3 clusters
  Score: Raw -4388996.260986 + Penalty 3420.678815 = -4385575.582171
  nChanged 3
		SP:Iteration 34Q (12566.350000 sec): 3 clusters
  Score: Raw -4388997.239847 + Penalty 3420.678815 = -4385576.561032
  nChanged 4
		SP:Iteration 35Q (12566.420000 sec): 3 clusters
  Score: Raw -4388999.263051 + Penalty 3420.678815 = -4385578.584236
  nChanged 3
		SP:Iteration 36Q (12566.490000 sec): 3 clusters
  Score: Raw -4389000.290315 + Penalty 3420.678815 = -4385579.611500
  nChanged 3
		SP:Iteration 37Q (12566.560000 sec): 3 clusters
  Score: Raw -4389001.626607 + Penalty 3420.678815 = -4385580.947792
  nChanged 3
		SP:Iteration 38Q (12566.630000 sec): 3 clusters
  Score: Raw -4389003.095139 + Penalty 3420.678815 = -4385582.416324
  nChanged 4
		SP:Iteration 39Q (12566.700000 sec): 3 clusters
  Score: Raw -4389004.521679 + Penalty 3420.678815 = -4385583.842864
  nChanged 5
		SP:Iteration 40F (12566.800000 sec): 3 clusters
  Score: Raw -4389006.790255 + Penalty 3420.678815 = -4385586.111440
  nChanged 3
		SP:Iteration 41Q (12566.870000 sec): 3 clusters
  Score: Raw -4389008.170892 + Penalty 3420.678815 = -4385587.492077
  nChanged 3
		SP:Iteration 42Q (12566.940000 sec): 3 clusters
  Score: Raw -4389009.505733 + Penalty 3420.678815 = -4385588.826918
  nChanged 9
		SP:Iteration 43Q (12567.000000 sec): 3 clusters
  Score: Raw -4389014.655122 + Penalty 3420.678815 = -4385593.976307
  nChanged 7
		SP:Iteration 44Q (12567.070000 sec): 3 clusters
  Score: Raw -4389018.008791 + Penalty 3420.678815 = -4385597.329976
  nChanged 3
		SP:Iteration 45Q (12567.140000 sec): 3 clusters
  Score: Raw -4389019.878135 + Penalty 3420.678815 = -4385599.199320
  nChanged 6
		SP:Iteration 46Q (12567.210000 sec): 3 clusters
  Score: Raw -4389022.553982 + Penalty 3420.678815 = -4385601.875168
  nChanged 2
		SP:Iteration 47Q (12567.280000 sec): 3 clusters
  Score: Raw -4389023.361368 + Penalty 3420.678815 = -4385602.682553
  nChanged 1
		SP:Iteration 48Q (12567.350000 sec): 3 clusters
  Score: Raw -4389023.889542 + Penalty 3420.678815 = -4385603.210727
  nChanged 3
		SP:Iteration 49Q (12567.420000 sec): 3 clusters
  Score: Raw -4389025.166450 + Penalty 3420.678815 = -4385604.487635
  nChanged 3
		SP:Iteration 50Q (12567.490000 sec): 3 clusters
  Score: Raw -4389026.263343 + Penalty 3420.678815 = -4385605.584529
  nChanged 2
		SP:Iteration 51Q (12567.560000 sec): 3 clusters
  Score: Raw -4389026.818055 + Penalty 3420.678815 = -4385606.139240
  nChanged 0
		SP:Iteration 52F (12567.650000 sec): 3 clusters
  Score: Raw -4389026.818055 + Penalty 3420.678815 = -4385606.139240
  nChanged 0
Iteration 139Q (12579.410000 sec): 81 clusters
  Score: Raw -173890637.925142 + Penalty 185326.440336 = -173705311.484805
  nChanged 191
Iteration 140F (12689.030000 sec): 81 clusters
  Score: Raw -173890882.180740 + Penalty 185326.440336 = -173705555.740403
  nChanged 204
Iteration 141Q (12700.850000 sec): 81 clusters
  Score: Raw -173891090.527818 + Penalty 185326.440336 = -173705764.087482
  nChanged 206
Iteration 142Q (12712.640000 sec): 81 clusters
  Score: Raw -173891226.538112 + Penalty 185326.440336 = -173705900.097775
  nChanged 209
Iteration 143Q (12724.360000 sec): 81 clusters
  Score: Raw -173891286.805485 + Penalty 185326.440336 = -173705960.365148
  nChanged 163
Iteration 144Q (12736.040000 sec): 81 clusters
  Score: Raw -173891322.361812 + Penalty 185326.440336 = -173705995.921475
  nChanged 147
Iteration 145Q (12747.760000 sec): 81 clusters
  Score: Raw -173891344.896660 + Penalty 185326.440336 = -173706018.456323
  nChanged 127
Iteration 146Q (12759.420000 sec): 81 clusters
  Score: Raw -173891358.068516 + Penalty 185326.440336 = -173706031.628180
  nChanged 115
Iteration 147Q (12771.030000 sec): 81 clusters
  Score: Raw -173891368.349408 + Penalty 185326.440336 = -173706041.909072
  nChanged 103
Iteration 148Q (12782.650000 sec): 81 clusters
  Score: Raw -173891376.746150 + Penalty 185326.440336 = -173706050.305814
  nChanged 65
Iteration 149Q (12794.240000 sec): 81 clusters
  Score: Raw -173891385.717437 + Penalty 185326.440336 = -173706059.277101
  nChanged 61
Iteration 150Q (12805.760000 sec): 81 clusters
  Score: Raw -173891396.031771 + Penalty 185326.440336 = -173706069.591435
  nChanged 48
Iteration 151Q (12817.340000 sec): 81 clusters
  Score: Raw -173891403.675594 + Penalty 185326.440336 = -173706077.235258
  nChanged 46
Iteration 152Q (12828.880000 sec): 81 clusters
  Score: Raw -173891405.913643 + Penalty 185326.440336 = -173706079.473307
  nChanged 33
Iteration 153Q (12840.500000 sec): 81 clusters
  Score: Raw -173891407.514646 + Penalty 185326.440336 = -173706081.074310
  nChanged 36
Iteration 154Q (12852.010000 sec): 81 clusters
  Score: Raw -173891412.666118 + Penalty 185326.440336 = -173706086.225781
  nChanged 36
Iteration 155Q (12863.520000 sec): 81 clusters
  Score: Raw -173891417.504630 + Penalty 185326.440336 = -173706091.064294
  nChanged 28
Iteration 156Q (12875.020000 sec): 81 clusters
  Score: Raw -173891420.136450 + Penalty 185326.440336 = -173706093.696114
  nChanged 27
Iteration 157Q (12886.680000 sec): 81 clusters
  Score: Raw -173891420.933537 + Penalty 185326.440336 = -173706094.493201
  nChanged 31
Iteration 158Q (12898.330000 sec): 81 clusters
  Score: Raw -173891421.900015 + Penalty 185326.440336 = -173706095.459679
  nChanged 29
Iteration 159Q (12909.790000 sec): 81 clusters
  Score: Raw -173891422.618345 + Penalty 185326.440336 = -173706096.178008
  nChanged 32
Iteration 160F (13019.230000 sec): 81 clusters
  Score: Raw -173891425.174000 + Penalty 185326.440336 = -173706098.733663
  nChanged 34
Iteration 161Q (13030.910000 sec): 81 clusters
  Score: Raw -173891428.905819 + Penalty 185326.440336 = -173706102.465482
  nChanged 39
Iteration 162Q (13042.650000 sec): 81 clusters
  Score: Raw -173891431.903886 + Penalty 185326.440336 = -173706105.463550
  nChanged 48
Iteration 163Q (13054.300000 sec): 81 clusters
  Score: Raw -173891438.711419 + Penalty 185326.440336 = -173706112.271083
  nChanged 56
Iteration 164Q (13065.960000 sec): 81 clusters
  Score: Raw -173891443.269387 + Penalty 185326.440336 = -173706116.829050
  nChanged 55
Iteration 165Q (13077.630000 sec): 81 clusters
  Score: Raw -173891449.042477 + Penalty 185326.440336 = -173706122.602141
  nChanged 55
Iteration 166Q (13089.370000 sec): 81 clusters
  Score: Raw -173891459.470473 + Penalty 185326.440336 = -173706133.030136
  nChanged 55
Iteration 167Q (13101.010000 sec): 81 clusters
  Score: Raw -173891466.702883 + Penalty 185326.440336 = -173706140.262546
  nChanged 44
Iteration 168Q (13112.630000 sec): 81 clusters
  Score: Raw -173891472.799639 + Penalty 185326.440336 = -173706146.359302
  nChanged 45
Iteration 169Q (13124.230000 sec): 81 clusters
  Score: Raw -173891479.506947 + Penalty 185326.440336 = -173706153.066610
  nChanged 40
Iteration 170Q (13135.850000 sec): 81 clusters
  Score: Raw -173891489.993138 + Penalty 185326.440336 = -173706163.552802
  nChanged 43
Iteration 171Q (13147.490000 sec): 81 clusters
  Score: Raw -173891500.630893 + Penalty 185326.440336 = -173706174.190557
  nChanged 40
Iteration 172Q (13159.120000 sec): 81 clusters
  Score: Raw -173891511.207743 + Penalty 185326.440336 = -173706184.767407
  nChanged 42
Iteration 173Q (13170.710000 sec): 81 clusters
  Score: Raw -173891520.034708 + Penalty 185326.440336 = -173706193.594371
  nChanged 27
Iteration 174Q (13182.290000 sec): 81 clusters
  Score: Raw -173891524.927115 + Penalty 185326.440336 = -173706198.486779
  nChanged 27
Iteration 175Q (13193.980000 sec): 81 clusters
  Score: Raw -173891528.223464 + Penalty 185326.440336 = -173706201.783127
  nChanged 26
Iteration 176Q (13205.730000 sec): 81 clusters
  Score: Raw -173891530.879611 + Penalty 185326.440336 = -173706204.439275
  nChanged 26
Iteration 177Q (13217.270000 sec): 81 clusters
  Score: Raw -173891532.903540 + Penalty 185326.440336 = -173706206.463204
  nChanged 20
Iteration 178Q (13228.900000 sec): 81 clusters
  Score: Raw -173891537.043321 + Penalty 185326.440336 = -173706210.602984
  nChanged 25
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173891537.043321 + Penalty 185326.440336 = -173706210.602984
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13229.130000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13229.130000 sec): 3 clusters
  Score: Raw -23942.062456 + Penalty 1737.809947 = -22204.252509
  nChanged 19
		SP:Iteration 1F (13229.130000 sec): 3 clusters
  Score: Raw -23994.611773 + Penalty 1737.809947 = -22256.801825
  nChanged 9
		SP:Iteration 2Q (13229.130000 sec): 3 clusters
  Score: Raw -24027.358173 + Penalty 1737.809947 = -22289.548226
  nChanged 6
		SP:Iteration 3Q (13229.130000 sec): 3 clusters
  Score: Raw -24059.739415 + Penalty 1737.809947 = -22321.929467
  nChanged 2
		SP:Iteration 4Q (13229.130000 sec): 3 clusters
  Score: Raw -24070.880341 + Penalty 1737.809947 = -22333.070393
  nChanged 4
		SP:Iteration 5Q (13229.130000 sec): 3 clusters
  Score: Raw -24085.080594 + Penalty 1737.809947 = -22347.270647
  nChanged 2
		SP:Iteration 6Q (13229.130000 sec): 3 clusters
  Score: Raw -24092.006967 + Penalty 1737.809947 = -22354.197019
  nChanged 1
		SP:Iteration 7Q (13229.130000 sec): 3 clusters
  Score: Raw -24093.709797 + Penalty 1737.809947 = -22355.899849
  nChanged 0
		SP:Iteration 8F (13229.130000 sec): 3 clusters
  Score: Raw -24093.709797 + Penalty 1737.809947 = -22355.899849
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (5362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13229.150000 sec): 2 clusters
  Score: Raw -567440.761338 + Penalty 1395.402502 = -566045.358836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13229.170000 sec): 3 clusters
  Score: Raw -564644.187086 + Penalty 2790.805004 = -561853.382083
  nChanged 2185
		SP:Iteration 1F (13229.180000 sec): 3 clusters
  Score: Raw -566091.021314 + Penalty 2790.805004 = -563300.216310
  nChanged 526
		SP:Iteration 2F (13229.190000 sec): 3 clusters
  Score: Raw -566601.065649 + Penalty 2790.805004 = -563810.260646
  nChanged 445
		SP:Iteration 3F (13229.210000 sec): 3 clusters
  Score: Raw -566980.328242 + Penalty 2790.805004 = -564189.523239
  nChanged 370
		SP:Iteration 4F (13229.220000 sec): 3 clusters
  Score: Raw -567284.018989 + Penalty 2790.805004 = -564493.213985
  nChanged 304
		SP:Iteration 5F (13229.230000 sec): 3 clusters
  Score: Raw -567538.317501 + Penalty 2790.805004 = -564747.512498
  nChanged 253
		SP:Iteration 6Q (13229.250000 sec): 3 clusters
  Score: Raw -567741.539875 + Penalty 2790.805004 = -564950.734872
  nChanged 219
		SP:Iteration 7Q (13229.260000 sec): 3 clusters
  Score: Raw -567902.121908 + Penalty 2790.805004 = -565111.316904
  nChanged 172
		SP:Iteration 8Q (13229.270000 sec): 3 clusters
  Score: Raw -567983.935914 + Penalty 2790.805004 = -565193.130911
  nChanged 97
		SP:Iteration 9Q (13229.280000 sec): 3 clusters
  Score: Raw -568015.860581 + Penalty 2790.805004 = -565225.055577
  nChanged 61
		SP:Iteration 10Q (13229.290000 sec): 3 clusters
  Score: Raw -568036.409709 + Penalty 2790.805004 = -565245.604706
  nChanged 46
		SP:Iteration 11Q (13229.310000 sec): 3 clusters
  Score: Raw -568052.129951 + Penalty 2790.805004 = -565261.324948
  nChanged 44
		SP:Iteration 12Q (13229.320000 sec): 3 clusters
  Score: Raw -568068.853905 + Penalty 2790.805004 = -565278.048901
  nChanged 43
		SP:Iteration 13Q (13229.330000 sec): 3 clusters
  Score: Raw -568082.152542 + Penalty 2790.805004 = -565291.347539
  nChanged 32
		SP:Iteration 14Q (13229.350000 sec): 3 clusters
  Score: Raw -568093.231151 + Penalty 2790.805004 = -565302.426148
  nChanged 25
		SP:Iteration 15Q (13229.360000 sec): 3 clusters
  Score: Raw -568097.710127 + Penalty 2790.805004 = -565306.905124
  nChanged 10
		SP:Iteration 16Q (13229.370000 sec): 3 clusters
  Score: Raw -568100.504251 + Penalty 2790.805004 = -565309.699247
  nChanged 10
		SP:Iteration 17Q (13229.380000 sec): 3 clusters
  Score: Raw -568103.210922 + Penalty 2790.805004 = -565312.405918
  nChanged 10
		SP:Iteration 18Q (13229.400000 sec): 3 clusters
  Score: Raw -568105.165674 + Penalty 2790.805004 = -565314.360670
  nChanged 7
		SP:Iteration 19Q (13229.410000 sec): 3 clusters
  Score: Raw -568106.073703 + Penalty 2790.805004 = -565315.268700
  nChanged 4
		SP:Iteration 20F (13229.420000 sec): 3 clusters
  Score: Raw -568106.542857 + Penalty 2790.805004 = -565315.737853
  nChanged 6
		SP:Iteration 21Q (13229.430000 sec): 3 clusters
  Score: Raw -568107.272411 + Penalty 2790.805004 = -565316.467408
  nChanged 3
		SP:Iteration 22Q (13229.450000 sec): 3 clusters
  Score: Raw -568107.513671 + Penalty 2790.805004 = -565316.708667
  nChanged 4
		SP:Iteration 23Q (13229.460000 sec): 3 clusters
  Score: Raw -568108.181181 + Penalty 2790.805004 = -565317.376177
  nChanged 3
		SP:Iteration 24Q (13229.470000 sec): 3 clusters
  Score: Raw -568108.491708 + Penalty 2790.805004 = -565317.686705
  nChanged 1
		SP:Iteration 25Q (13229.490000 sec): 3 clusters
  Score: Raw -568108.595017 + Penalty 2790.805004 = -565317.790014
  nChanged 2
		SP:Iteration 26Q (13229.500000 sec): 3 clusters
  Score: Raw -568108.860859 + Penalty 2790.805004 = -565318.055855
  nChanged 1
		SP:Iteration 27Q (13229.510000 sec): 3 clusters
  Score: Raw -568108.940416 + Penalty 2790.805004 = -565318.135412
  nChanged 0
		SP:Iteration 28F (13229.520000 sec): 3 clusters
  Score: Raw -568108.940416 + Penalty 2790.805004 = -565318.135412
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (34526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13229.630000 sec): 2 clusters
  Score: Raw -3716524.996828 + Penalty 1698.038541 = -3714826.958287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13229.720000 sec): 3 clusters
  Score: Raw -3694844.150205 + Penalty 3396.077081 = -3691448.073123
  nChanged 16019
		SP:Iteration 1F (13229.810000 sec): 3 clusters
  Score: Raw -3704143.295025 + Penalty 3396.077081 = -3700747.217943
  nChanged 1805
		SP:Iteration 2F (13229.900000 sec): 3 clusters
  Score: Raw -3704915.909964 + Penalty 3396.077081 = -3701519.832882
  nChanged 1918
		SP:Iteration 3F (13229.990000 sec): 3 clusters
  Score: Raw -3705923.624756 + Penalty 3396.077081 = -3702527.547675
  nChanged 2131
		SP:Iteration 4F (13230.080000 sec): 3 clusters
  Score: Raw -3707249.331213 + Penalty 3396.077081 = -3703853.254132
  nChanged 2373
		SP:Iteration 5F (13230.170000 sec): 3 clusters
  Score: Raw -3708715.340296 + Penalty 3396.077081 = -3705319.263214
  nChanged 2242
		SP:Iteration 6F (13230.260000 sec): 3 clusters
  Score: Raw -3710033.307936 + Penalty 3396.077081 = -3706637.230855
  nChanged 1938
		SP:Iteration 7F (13230.350000 sec): 3 clusters
  Score: Raw -3710979.811754 + Penalty 3396.077081 = -3707583.734673
  nChanged 1565
		SP:Iteration 8Q (13230.440000 sec): 3 clusters
  Score: Raw -3711626.699346 + Penalty 3396.077081 = -3708230.622265
  nChanged 1240
		SP:Iteration 9Q (13230.530000 sec): 3 clusters
  Score: Raw -3712065.970362 + Penalty 3396.077081 = -3708669.893281
  nChanged 998
		SP:Iteration 10Q (13230.630000 sec): 3 clusters
  Score: Raw -3712390.803757 + Penalty 3396.077081 = -3708994.726676
  nChanged 860
		SP:Iteration 11Q (13230.710000 sec): 3 clusters
  Score: Raw -3712633.410950 + Penalty 3396.077081 = -3709237.333868
  nChanged 670
		SP:Iteration 12Q (13230.810000 sec): 3 clusters
  Score: Raw -3712810.260636 + Penalty 3396.077081 = -3709414.183555
  nChanged 576
		SP:Iteration 13Q (13230.900000 sec): 3 clusters
  Score: Raw -3712947.180497 + Penalty 3396.077081 = -3709551.103415
  nChanged 483
		SP:Iteration 14Q (13230.990000 sec): 3 clusters
  Score: Raw -3713053.815141 + Penalty 3396.077081 = -3709657.738060
  nChanged 395
		SP:Iteration 15Q (13231.080000 sec): 3 clusters
  Score: Raw -3713133.401757 + Penalty 3396.077081 = -3709737.324676
  nChanged 363
		SP:Iteration 16Q (13231.170000 sec): 3 clusters
  Score: Raw -3713200.770604 + Penalty 3396.077081 = -3709804.693522
  nChanged 320
		SP:Iteration 17Q (13231.260000 sec): 3 clusters
  Score: Raw -3713259.512111 + Penalty 3396.077081 = -3709863.435030
  nChanged 300
		SP:Iteration 18Q (13231.350000 sec): 3 clusters
  Score: Raw -3713309.979029 + Penalty 3396.077081 = -3709913.901948
  nChanged 268
		SP:Iteration 19Q (13231.440000 sec): 3 clusters
  Score: Raw -3713351.972500 + Penalty 3396.077081 = -3709955.895419
  nChanged 230
		SP:Iteration 20F (13231.530000 sec): 3 clusters
  Score: Raw -3713383.955098 + Penalty 3396.077081 = -3709987.878017
  nChanged 192
		SP:Iteration 21Q (13231.620000 sec): 3 clusters
  Score: Raw -3713411.646472 + Penalty 3396.077081 = -3710015.569390
  nChanged 189
		SP:Iteration 22Q (13231.710000 sec): 3 clusters
  Score: Raw -3713443.070618 + Penalty 3396.077081 = -3710046.993537
  nChanged 223
		SP:Iteration 23Q (13231.800000 sec): 3 clusters
  Score: Raw -3713481.270553 + Penalty 3396.077081 = -3710085.193472
  nChanged 237
		SP:Iteration 24Q (13231.890000 sec): 3 clusters
  Score: Raw -3713522.583149 + Penalty 3396.077081 = -3710126.506068
  nChanged 269
		SP:Iteration 25Q (13231.980000 sec): 3 clusters
  Score: Raw -3713567.240928 + Penalty 3396.077081 = -3710171.163846
  nChanged 274
		SP:Iteration 26Q (13232.070000 sec): 3 clusters
  Score: Raw -3713615.883296 + Penalty 3396.077081 = -3710219.806214
  nChanged 299
		SP:Iteration 27Q (13232.160000 sec): 3 clusters
  Score: Raw -3713671.746570 + Penalty 3396.077081 = -3710275.669488
  nChanged 300
		SP:Iteration 28Q (13232.250000 sec): 3 clusters
  Score: Raw -3713734.751623 + Penalty 3396.077081 = -3710338.674542
  nChanged 309
		SP:Iteration 29Q (13232.330000 sec): 3 clusters
  Score: Raw -3713810.671410 + Penalty 3396.077081 = -3710414.594329
  nChanged 337
		SP:Iteration 30Q (13232.420000 sec): 3 clusters
  Score: Raw -3713909.384069 + Penalty 3396.077081 = -3710513.306987
  nChanged 405
		SP:Iteration 31Q (13232.510000 sec): 3 clusters
  Score: Raw -3714040.770267 + Penalty 3396.077081 = -3710644.693185
  nChanged 437
		SP:Iteration 32Q (13232.600000 sec): 3 clusters
  Score: Raw -3714206.264937 + Penalty 3396.077081 = -3710810.187856
  nChanged 455
		SP:Iteration 33Q (13232.690000 sec): 3 clusters
  Score: Raw -3714399.169549 + Penalty 3396.077081 = -3711003.092468
  nChanged 486
		SP:Iteration 34Q (13232.780000 sec): 3 clusters
  Score: Raw -3714601.616243 + Penalty 3396.077081 = -3711205.539162
  nChanged 485
		SP:Iteration 35Q (13232.860000 sec): 3 clusters
  Score: Raw -3714808.264675 + Penalty 3396.077081 = -3711412.187594
  nChanged 485
		SP:Iteration 36Q (13232.950000 sec): 3 clusters
  Score: Raw -3715008.686935 + Penalty 3396.077081 = -3711612.609854
  nChanged 501
		SP:Iteration 37Q (13233.030000 sec): 3 clusters
  Score: Raw -3715229.837231 + Penalty 3396.077081 = -3711833.760150
  nChanged 507
		SP:Iteration 38Q (13233.110000 sec): 3 clusters
  Score: Raw -3715422.370559 + Penalty 3396.077081 = -3712026.293478
  nChanged 440
		SP:Iteration 39Q (13233.190000 sec): 3 clusters
  Score: Raw -3715571.592358 + Penalty 3396.077081 = -3712175.515276
  nChanged 383
		SP:Iteration 40F (13233.290000 sec): 3 clusters
  Score: Raw -3715692.704239 + Penalty 3396.077081 = -3712296.627158
  nChanged 342
		SP:Iteration 41Q (13233.370000 sec): 3 clusters
  Score: Raw -3715785.463898 + Penalty 3396.077081 = -3712389.386817
  nChanged 308
		SP:Iteration 42Q (13233.450000 sec): 3 clusters
  Score: Raw -3715861.645095 + Penalty 3396.077081 = -3712465.568014
  nChanged 293
		SP:Iteration 43Q (13233.530000 sec): 3 clusters
  Score: Raw -3715928.630575 + Penalty 3396.077081 = -3712532.553493
  nChanged 267
		SP:Iteration 44Q (13233.610000 sec): 3 clusters
  Score: Raw -3715979.060229 + Penalty 3396.077081 = -3712582.983147
  nChanged 217
		SP:Iteration 45Q (13233.690000 sec): 3 clusters
  Score: Raw -3716015.420831 + Penalty 3396.077081 = -3712619.343750
  nChanged 189
		SP:Iteration 46Q (13233.770000 sec): 3 clusters
  Score: Raw -3716043.524233 + Penalty 3396.077081 = -3712647.447151
  nChanged 172
		SP:Iteration 47Q (13233.850000 sec): 3 clusters
  Score: Raw -3716068.012235 + Penalty 3396.077081 = -3712671.935154
  nChanged 142
		SP:Iteration 48Q (13233.930000 sec): 3 clusters
  Score: Raw -3716088.160198 + Penalty 3396.077081 = -3712692.083116
  nChanged 146
		SP:Iteration 49Q (13234.010000 sec): 3 clusters
  Score: Raw -3716106.808181 + Penalty 3396.077081 = -3712710.731100
  nChanged 124
		SP:Iteration 50Q (13234.090000 sec): 3 clusters
  Score: Raw -3716121.289152 + Penalty 3396.077081 = -3712725.212071
  nChanged 112
		SP:Iteration 51Q (13234.170000 sec): 3 clusters
  Score: Raw -3716133.698399 + Penalty 3396.077081 = -3712737.621318
  nChanged 96
		SP:Iteration 52Q (13234.250000 sec): 3 clusters
  Score: Raw -3716144.375098 + Penalty 3396.077081 = -3712748.298017
  nChanged 99
		SP:Iteration 53Q (13234.330000 sec): 3 clusters
  Score: Raw -3716154.980349 + Penalty 3396.077081 = -3712758.903267
  nChanged 90
		SP:Iteration 54Q (13234.410000 sec): 3 clusters
  Score: Raw -3716162.653688 + Penalty 3396.077081 = -3712766.576607
  nChanged 64
		SP:Iteration 55Q (13234.490000 sec): 3 clusters
  Score: Raw -3716167.829820 + Penalty 3396.077081 = -3712771.752739
  nChanged 64
		SP:Iteration 56Q (13234.570000 sec): 3 clusters
  Score: Raw -3716173.877815 + Penalty 3396.077081 = -3712777.800733
  nChanged 68
		SP:Iteration 57Q (13234.650000 sec): 3 clusters
  Score: Raw -3716179.842142 + Penalty 3396.077081 = -3712783.765061
  nChanged 58
		SP:Iteration 58Q (13234.730000 sec): 3 clusters
  Score: Raw -3716184.408802 + Penalty 3396.077081 = -3712788.331721
  nChanged 59
		SP:Iteration 59Q (13234.810000 sec): 3 clusters
  Score: Raw -3716189.026952 + Penalty 3396.077081 = -3712792.949871
  nChanged 47
		SP:Iteration 60F (13234.910000 sec): 3 clusters
  Score: Raw -3716192.813848 + Penalty 3396.077081 = -3712796.736767
  nChanged 51
		SP:Iteration 61Q (13234.990000 sec): 3 clusters
  Score: Raw -3716196.184048 + Penalty 3396.077081 = -3712800.106967
  nChanged 51
		SP:Iteration 62Q (13235.070000 sec): 3 clusters
  Score: Raw -3716199.822229 + Penalty 3396.077081 = -3712803.745148
  nChanged 53
		SP:Iteration 63Q (13235.150000 sec): 3 clusters
  Score: Raw -3716204.102493 + Penalty 3396.077081 = -3712808.025412
  nChanged 57
		SP:Iteration 64Q (13235.230000 sec): 3 clusters
  Score: Raw -3716208.592161 + Penalty 3396.077081 = -3712812.515080
  nChanged 58
		SP:Iteration 65Q (13235.310000 sec): 3 clusters
  Score: Raw -3716212.850731 + Penalty 3396.077081 = -3712816.773650
  nChanged 55
		SP:Iteration 66Q (13235.390000 sec): 3 clusters
  Score: Raw -3716216.996412 + Penalty 3396.077081 = -3712820.919330
  nChanged 58
		SP:Iteration 67Q (13235.470000 sec): 3 clusters
  Score: Raw -3716221.262734 + Penalty 3396.077081 = -3712825.185653
  nChanged 53
		SP:Iteration 68Q (13235.550000 sec): 3 clusters
  Score: Raw -3716224.956635 + Penalty 3396.077081 = -3712828.879554
  nChanged 49
		SP:Iteration 69Q (13235.630000 sec): 3 clusters
  Score: Raw -3716228.876883 + Penalty 3396.077081 = -3712832.799802
  nChanged 45
		SP:Iteration 70Q (13235.720000 sec): 3 clusters
  Score: Raw -3716231.810367 + Penalty 3396.077081 = -3712835.733286
  nChanged 41
		SP:Iteration 71Q (13235.800000 sec): 3 clusters
  Score: Raw -3716234.996883 + Penalty 3396.077081 = -3712838.919802
  nChanged 55
		SP:Iteration 72Q (13235.880000 sec): 3 clusters
  Score: Raw -3716238.694477 + Penalty 3396.077081 = -3712842.617396
  nChanged 43
		SP:Iteration 73Q (13235.960000 sec): 3 clusters
  Score: Raw -3716241.106666 + Penalty 3396.077081 = -3712845.029584
  nChanged 36
		SP:Iteration 74Q (13236.040000 sec): 3 clusters
  Score: Raw -3716243.078475 + Penalty 3396.077081 = -3712847.001393
  nChanged 24
		SP:Iteration 75Q (13236.130000 sec): 3 clusters
  Score: Raw -3716243.997542 + Penalty 3396.077081 = -3712847.920461
  nChanged 21
		SP:Iteration 76Q (13236.210000 sec): 3 clusters
  Score: Raw -3716244.685043 + Penalty 3396.077081 = -3712848.607961
  nChanged 16
		SP:Iteration 77Q (13236.290000 sec): 3 clusters
  Score: Raw -3716245.236132 + Penalty 3396.077081 = -3712849.159050
  nChanged 17
		SP:Iteration 78Q (13236.370000 sec): 3 clusters
  Score: Raw -3716245.755232 + Penalty 3396.077081 = -3712849.678151
  nChanged 14
		SP:Iteration 79Q (13236.450000 sec): 3 clusters
  Score: Raw -3716246.339873 + Penalty 3396.077081 = -3712850.262791
  nChanged 9
		SP:Iteration 80F (13236.540000 sec): 3 clusters
  Score: Raw -3716246.555038 + Penalty 3396.077081 = -3712850.477957
  nChanged 10
		SP:Iteration 81Q (13236.620000 sec): 3 clusters
  Score: Raw -3716246.933143 + Penalty 3396.077081 = -3712850.856061
  nChanged 5
		SP:Iteration 82Q (13236.700000 sec): 3 clusters
  Score: Raw -3716247.153083 + Penalty 3396.077081 = -3712851.076001
  nChanged 9
		SP:Iteration 83Q (13236.780000 sec): 3 clusters
  Score: Raw -3716247.504484 + Penalty 3396.077081 = -3712851.427403
  nChanged 10
		SP:Iteration 84Q (13236.870000 sec): 3 clusters
  Score: Raw -3716247.862546 + Penalty 3396.077081 = -3712851.785465
  nChanged 9
		SP:Iteration 85Q (13236.950000 sec): 3 clusters
  Score: Raw -3716248.110182 + Penalty 3396.077081 = -3712852.033101
  nChanged 9
		SP:Iteration 86Q (13237.030000 sec): 3 clusters
  Score: Raw -3716248.553255 + Penalty 3396.077081 = -3712852.476174
  nChanged 9
		SP:Iteration 87Q (13237.110000 sec): 3 clusters
  Score: Raw -3716248.943306 + Penalty 3396.077081 = -3712852.866225
  nChanged 7
		SP:Iteration 88Q (13237.190000 sec): 3 clusters
  Score: Raw -3716249.213255 + Penalty 3396.077081 = -3712853.136173
  nChanged 7
		SP:Iteration 89Q (13237.270000 sec): 3 clusters
  Score: Raw -3716249.396169 + Penalty 3396.077081 = -3712853.319088
  nChanged 7
		SP:Iteration 90Q (13237.350000 sec): 3 clusters
  Score: Raw -3716249.704731 + Penalty 3396.077081 = -3712853.627650
  nChanged 13
		SP:Iteration 91Q (13237.440000 sec): 3 clusters
  Score: Raw -3716250.334753 + Penalty 3396.077081 = -3712854.257672
  nChanged 17
		SP:Iteration 92Q (13237.520000 sec): 3 clusters
  Score: Raw -3716251.003741 + Penalty 3396.077081 = -3712854.926659
  nChanged 13
		SP:Iteration 93Q (13237.600000 sec): 3 clusters
  Score: Raw -3716251.669554 + Penalty 3396.077081 = -3712855.592472
  nChanged 13
		SP:Iteration 94Q (13237.680000 sec): 3 clusters
  Score: Raw -3716252.307854 + Penalty 3396.077081 = -3712856.230772
  nChanged 19
		SP:Iteration 95Q (13237.760000 sec): 3 clusters
  Score: Raw -3716253.166159 + Penalty 3396.077081 = -3712857.089078
  nChanged 20
		SP:Iteration 96Q (13237.840000 sec): 3 clusters
  Score: Raw -3716253.980800 + Penalty 3396.077081 = -3712857.903718
  nChanged 15
		SP:Iteration 97Q (13237.920000 sec): 3 clusters
  Score: Raw -3716254.483480 + Penalty 3396.077081 = -3712858.406399
  nChanged 9
		SP:Iteration 98Q (13238.000000 sec): 3 clusters
  Score: Raw -3716254.829732 + Penalty 3396.077081 = -3712858.752650
  nChanged 5
		SP:Iteration 99Q (13238.080000 sec): 3 clusters
  Score: Raw -3716255.043474 + Penalty 3396.077081 = -3712858.966393
  nChanged 6
		SP:Iteration 100F (13238.180000 sec): 3 clusters
  Score: Raw -3716255.253578 + Penalty 3396.077081 = -3712859.176496
  nChanged 1
		SP:Iteration 101Q (13238.260000 sec): 3 clusters
  Score: Raw -3716255.289209 + Penalty 3396.077081 = -3712859.212128
  nChanged 3
		SP:Iteration 102Q (13238.340000 sec): 3 clusters
  Score: Raw -3716255.395226 + Penalty 3396.077081 = -3712859.318145
  nChanged 2
		SP:Iteration 103Q (13238.420000 sec): 3 clusters
  Score: Raw -3716255.481169 + Penalty 3396.077081 = -3712859.404088
  nChanged 1
		SP:Iteration 104Q (13238.500000 sec): 3 clusters
  Score: Raw -3716255.538675 + Penalty 3396.077081 = -3712859.461594
  nChanged 2
		SP:Iteration 105Q (13238.590000 sec): 3 clusters
  Score: Raw -3716255.623541 + Penalty 3396.077081 = -3712859.546460
  nChanged 2
		SP:Iteration 106Q (13238.670000 sec): 3 clusters
  Score: Raw -3716255.686817 + Penalty 3396.077081 = -3712859.609736
  nChanged 1
		SP:Iteration 107Q (13238.750000 sec): 3 clusters
  Score: Raw -3716255.708131 + Penalty 3396.077081 = -3712859.631050
  nChanged 1
		SP:Iteration 108Q (13238.830000 sec): 3 clusters
  Score: Raw -3716255.785694 + Penalty 3396.077081 = -3712859.708613
  nChanged 4
		SP:Iteration 109Q (13238.910000 sec): 3 clusters
  Score: Raw -3716255.953420 + Penalty 3396.077081 = -3712859.876338
  nChanged 4
		SP:Iteration 110Q (13239.000000 sec): 3 clusters
  Score: Raw -3716256.056143 + Penalty 3396.077081 = -3712859.979062
  nChanged 1
		SP:Iteration 111Q (13239.080000 sec): 3 clusters
  Score: Raw -3716256.084559 + Penalty 3396.077081 = -3712860.007478
  nChanged 1
		SP:Iteration 112Q (13239.160000 sec): 3 clusters
  Score: Raw -3716256.134656 + Penalty 3396.077081 = -3712860.057574
  nChanged 0
		SP:Iteration 113F (13239.240000 sec): 3 clusters
  Score: Raw -3716256.134656 + Penalty 3396.077081 = -3712860.057574
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13239.320000 sec): 2 clusters
  Score: Raw -3185589.414233 + Penalty 1659.378551 = -3183930.035682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13239.390000 sec): 3 clusters
  Score: Raw -3168954.603467 + Penalty 3318.757102 = -3165635.846365
  nChanged 12450
		SP:Iteration 1F (13239.460000 sec): 3 clusters
  Score: Raw -3176030.670593 + Penalty 3318.757102 = -3172711.913491
  nChanged 1340
		SP:Iteration 2Q (13239.530000 sec): 3 clusters
  Score: Raw -3176513.012132 + Penalty 3318.757102 = -3173194.255030
  nChanged 1329
		SP:Iteration 3Q (13239.600000 sec): 3 clusters
  Score: Raw -3177040.170619 + Penalty 3318.757102 = -3173721.413517
  nChanged 1396
		SP:Iteration 4F (13239.680000 sec): 3 clusters
  Score: Raw -3177611.885695 + Penalty 3318.757102 = -3174293.128593
  nChanged 1387
		SP:Iteration 5F (13239.750000 sec): 3 clusters
  Score: Raw -3178220.321457 + Penalty 3318.757102 = -3174901.564355
  nChanged 1308
		SP:Iteration 6Q (13239.820000 sec): 3 clusters
  Score: Raw -3178861.060087 + Penalty 3318.757102 = -3175542.302985
  nChanged 1326
		SP:Iteration 7Q (13239.890000 sec): 3 clusters
  Score: Raw -3179565.485811 + Penalty 3318.757102 = -3176246.728709
  nChanged 1396
		SP:Iteration 8F (13239.960000 sec): 3 clusters
  Score: Raw -3180417.525995 + Penalty 3318.757102 = -3177098.768893
  nChanged 1340
		SP:Iteration 9Q (13240.030000 sec): 3 clusters
  Score: Raw -3181313.205087 + Penalty 3318.757102 = -3177994.447985
  nChanged 1132
		SP:Iteration 10Q (13240.100000 sec): 3 clusters
  Score: Raw -3182163.795799 + Penalty 3318.757102 = -3178845.038697
  nChanged 985
		SP:Iteration 11Q (13240.170000 sec): 3 clusters
  Score: Raw -3182904.715257 + Penalty 3318.757102 = -3179585.958155
  nChanged 799
		SP:Iteration 12Q (13240.240000 sec): 3 clusters
  Score: Raw -3183491.058128 + Penalty 3318.757102 = -3180172.301025
  nChanged 651
		SP:Iteration 13Q (13240.310000 sec): 3 clusters
  Score: Raw -3183921.370885 + Penalty 3318.757102 = -3180602.613783
  nChanged 519
		SP:Iteration 14Q (13240.370000 sec): 3 clusters
  Score: Raw -3184259.321037 + Penalty 3318.757102 = -3180940.563934
  nChanged 434
		SP:Iteration 15Q (13240.430000 sec): 3 clusters
  Score: Raw -3184508.819873 + Penalty 3318.757102 = -3181190.062771
  nChanged 350
		SP:Iteration 16Q (13240.490000 sec): 3 clusters
  Score: Raw -3184701.956609 + Penalty 3318.757102 = -3181383.199507
  nChanged 284
		SP:Iteration 17Q (13240.550000 sec): 3 clusters
  Score: Raw -3184843.910259 + Penalty 3318.757102 = -3181525.153157
  nChanged 241
		SP:Iteration 18Q (13240.610000 sec): 3 clusters
  Score: Raw -3184955.135455 + Penalty 3318.757102 = -3181636.378353
  nChanged 217
		SP:Iteration 19Q (13240.660000 sec): 3 clusters
  Score: Raw -3185057.576819 + Penalty 3318.757102 = -3181738.819716
  nChanged 184
		SP:Iteration 20F (13240.730000 sec): 3 clusters
  Score: Raw -3185149.349214 + Penalty 3318.757102 = -3181830.592112
  nChanged 154
		SP:Iteration 21Q (13240.790000 sec): 3 clusters
  Score: Raw -3185218.103497 + Penalty 3318.757102 = -3181899.346395
  nChanged 128
		SP:Iteration 22Q (13240.840000 sec): 3 clusters
  Score: Raw -3185273.229108 + Penalty 3318.757102 = -3181954.472006
  nChanged 125
		SP:Iteration 23Q (13240.900000 sec): 3 clusters
  Score: Raw -3185330.339383 + Penalty 3318.757102 = -3182011.582281
  nChanged 102
		SP:Iteration 24Q (13240.950000 sec): 3 clusters
  Score: Raw -3185375.368105 + Penalty 3318.757102 = -3182056.611003
  nChanged 98
		SP:Iteration 25Q (13241.000000 sec): 3 clusters
  Score: Raw -3185419.738358 + Penalty 3318.757102 = -3182100.981255
  nChanged 79
		SP:Iteration 26Q (13241.060000 sec): 3 clusters
  Score: Raw -3185461.697563 + Penalty 3318.757102 = -3182142.940461
  nChanged 74
		SP:Iteration 27Q (13241.110000 sec): 3 clusters
  Score: Raw -3185493.783976 + Penalty 3318.757102 = -3182175.026874
  nChanged 66
		SP:Iteration 28Q (13241.160000 sec): 3 clusters
  Score: Raw -3185530.404703 + Penalty 3318.757102 = -3182211.647601
  nChanged 59
		SP:Iteration 29Q (13241.210000 sec): 3 clusters
  Score: Raw -3185563.759537 + Penalty 3318.757102 = -3182245.002435
  nChanged 58
		SP:Iteration 30Q (13241.260000 sec): 3 clusters
  Score: Raw -3185594.664648 + Penalty 3318.757102 = -3182275.907546
  nChanged 47
		SP:Iteration 31Q (13241.320000 sec): 3 clusters
  Score: Raw -3185622.638808 + Penalty 3318.757102 = -3182303.881706
  nChanged 45
		SP:Iteration 32Q (13241.370000 sec): 3 clusters
  Score: Raw -3185654.283743 + Penalty 3318.757102 = -3182335.526641
  nChanged 38
		SP:Iteration 33Q (13241.420000 sec): 3 clusters
  Score: Raw -3185680.335318 + Penalty 3318.757102 = -3182361.578215
  nChanged 33
		SP:Iteration 34Q (13241.470000 sec): 3 clusters
  Score: Raw -3185703.805917 + Penalty 3318.757102 = -3182385.048815
  nChanged 23
		SP:Iteration 35Q (13241.520000 sec): 3 clusters
  Score: Raw -3185718.132682 + Penalty 3318.757102 = -3182399.375580
  nChanged 22
		SP:Iteration 36Q (13241.570000 sec): 3 clusters
  Score: Raw -3185731.579158 + Penalty 3318.757102 = -3182412.822056
  nChanged 15
		SP:Iteration 37Q (13241.620000 sec): 3 clusters
  Score: Raw -3185738.170536 + Penalty 3318.757102 = -3182419.413434
  nChanged 8
		SP:Iteration 38Q (13241.670000 sec): 3 clusters
  Score: Raw -3185742.690286 + Penalty 3318.757102 = -3182423.933184
  nChanged 6
		SP:Iteration 39Q (13241.720000 sec): 3 clusters
  Score: Raw -3185744.967620 + Penalty 3318.757102 = -3182426.210517
  nChanged 3
		SP:Iteration 40F (13241.790000 sec): 3 clusters
  Score: Raw -3185747.727053 + Penalty 3318.757102 = -3182428.969950
  nChanged 6
		SP:Iteration 41Q (13241.840000 sec): 3 clusters
  Score: Raw -3185751.085541 + Penalty 3318.757102 = -3182432.328439
  nChanged 4
		SP:Iteration 42Q (13241.890000 sec): 3 clusters
  Score: Raw -3185753.207635 + Penalty 3318.757102 = -3182434.450533
  nChanged 4
		SP:Iteration 43Q (13241.940000 sec): 3 clusters
  Score: Raw -3185756.826772 + Penalty 3318.757102 = -3182438.069669
  nChanged 8
		SP:Iteration 44Q (13241.990000 sec): 3 clusters
  Score: Raw -3185766.085675 + Penalty 3318.757102 = -3182447.328573
  nChanged 8
		SP:Iteration 45Q (13242.040000 sec): 3 clusters
  Score: Raw -3185770.711084 + Penalty 3318.757102 = -3182451.953982
  nChanged 5
		SP:Iteration 46Q (13242.090000 sec): 3 clusters
  Score: Raw -3185773.174263 + Penalty 3318.757102 = -3182454.417161
  nChanged 3
		SP:Iteration 47Q (13242.140000 sec): 3 clusters
  Score: Raw -3185774.886978 + Penalty 3318.757102 = -3182456.129876
  nChanged 3
		SP:Iteration 48Q (13242.190000 sec): 3 clusters
  Score: Raw -3185776.354429 + Penalty 3318.757102 = -3182457.597327
  nChanged 3
		SP:Iteration 49Q (13242.240000 sec): 3 clusters
  Score: Raw -3185779.794647 + Penalty 3318.757102 = -3182461.037545
  nChanged 4
		SP:Iteration 50Q (13242.290000 sec): 3 clusters
  Score: Raw -3185781.519756 + Penalty 3318.757102 = -3182462.762654
  nChanged 2
		SP:Iteration 51Q (13242.340000 sec): 3 clusters
  Score: Raw -3185782.544207 + Penalty 3318.757102 = -3182463.787105
  nChanged 5
		SP:Iteration 52Q (13242.390000 sec): 3 clusters
  Score: Raw -3185785.144680 + Penalty 3318.757102 = -3182466.387578
  nChanged 2
		SP:Iteration 53Q (13242.440000 sec): 3 clusters
  Score: Raw -3185787.019627 + Penalty 3318.757102 = -3182468.262525
  nChanged 4
		SP:Iteration 54Q (13242.490000 sec): 3 clusters
  Score: Raw -3185789.589614 + Penalty 3318.757102 = -3182470.832512
  nChanged 1
		SP:Iteration 55Q (13242.540000 sec): 3 clusters
  Score: Raw -3185790.146742 + Penalty 3318.757102 = -3182471.389639
  nChanged 1
		SP:Iteration 56Q (13242.580000 sec): 3 clusters
  Score: Raw -3185790.346536 + Penalty 3318.757102 = -3182471.589434
  nChanged 1
		SP:Iteration 57Q (13242.640000 sec): 3 clusters
  Score: Raw -3185791.017174 + Penalty 3318.757102 = -3182472.260071
  nChanged 0
		SP:Iteration 58F (13242.700000 sec): 3 clusters
  Score: Raw -3185791.017174 + Penalty 3318.757102 = -3182472.260071
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (10610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13242.740000 sec): 2 clusters
  Score: Raw -1227568.205512 + Penalty 1506.302238 = -1226061.903274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13242.770000 sec): 3 clusters
  Score: Raw -1221457.034090 + Penalty 3012.604475 = -1218444.429615
  nChanged 4601
		SP:Iteration 1F (13242.800000 sec): 3 clusters
  Score: Raw -1223869.813981 + Penalty 3012.604475 = -1220857.209506
  nChanged 603
		SP:Iteration 2F (13242.820000 sec): 3 clusters
  Score: Raw -1224105.364096 + Penalty 3012.604475 = -1221092.759620
  nChanged 542
		SP:Iteration 3F (13242.850000 sec): 3 clusters
  Score: Raw -1224318.233794 + Penalty 3012.604475 = -1221305.629319
  nChanged 496
		SP:Iteration 4Q (13242.880000 sec): 3 clusters
  Score: Raw -1224531.221370 + Penalty 3012.604475 = -1221518.616895
  nChanged 499
		SP:Iteration 5Q (13242.900000 sec): 3 clusters
  Score: Raw -1224766.149500 + Penalty 3012.604475 = -1221753.545024
  nChanged 496
		SP:Iteration 6Q (13242.930000 sec): 3 clusters
  Score: Raw -1225008.321091 + Penalty 3012.604475 = -1221995.716616
  nChanged 526
		SP:Iteration 7Q (13242.960000 sec): 3 clusters
  Score: Raw -1225304.335194 + Penalty 3012.604475 = -1222291.730718
  nChanged 586
		SP:Iteration 8F (13242.980000 sec): 3 clusters
  Score: Raw -1225698.834081 + Penalty 3012.604475 = -1222686.229606
  nChanged 632
		SP:Iteration 9F (13243.010000 sec): 3 clusters
  Score: Raw -1226189.901478 + Penalty 3012.604475 = -1223177.297003
  nChanged 594
		SP:Iteration 10F (13243.040000 sec): 3 clusters
  Score: Raw -1226702.128308 + Penalty 3012.604475 = -1223689.523833
  nChanged 456
		SP:Iteration 11Q (13243.060000 sec): 3 clusters
  Score: Raw -1227094.887136 + Penalty 3012.604475 = -1224082.282660
  nChanged 324
		SP:Iteration 12Q (13243.090000 sec): 3 clusters
  Score: Raw -1227368.972563 + Penalty 3012.604475 = -1224356.368088
  nChanged 197
		SP:Iteration 13Q (13243.110000 sec): 3 clusters
  Score: Raw -1227528.540709 + Penalty 3012.604475 = -1224515.936234
  nChanged 99
		SP:Iteration 14Q (13243.140000 sec): 3 clusters
  Score: Raw -1227610.087551 + Penalty 3012.604475 = -1224597.483076
  nChanged 63
		SP:Iteration 15Q (13243.160000 sec): 3 clusters
  Score: Raw -1227662.995047 + Penalty 3012.604475 = -1224650.390572
  nChanged 36
		SP:Iteration 16Q (13243.180000 sec): 3 clusters
  Score: Raw -1227693.053340 + Penalty 3012.604475 = -1224680.448865
  nChanged 24
		SP:Iteration 17Q (13243.200000 sec): 3 clusters
  Score: Raw -1227710.831276 + Penalty 3012.604475 = -1224698.226800
  nChanged 10
		SP:Iteration 18Q (13243.220000 sec): 3 clusters
  Score: Raw -1227719.453087 + Penalty 3012.604475 = -1224706.848612
  nChanged 8
		SP:Iteration 19Q (13243.240000 sec): 3 clusters
  Score: Raw -1227725.070888 + Penalty 3012.604475 = -1224712.466413
  nChanged 3
		SP:Iteration 20F (13243.270000 sec): 3 clusters
  Score: Raw -1227728.617393 + Penalty 3012.604475 = -1224716.012918
  nChanged 4
		SP:Iteration 21Q (13243.290000 sec): 3 clusters
  Score: Raw -1227731.853635 + Penalty 3012.604475 = -1224719.249160
  nChanged 1
		SP:Iteration 22Q (13243.310000 sec): 3 clusters
  Score: Raw -1227733.443015 + Penalty 3012.604475 = -1224720.838540
  nChanged 3
		SP:Iteration 23Q (13243.330000 sec): 3 clusters
  Score: Raw -1227736.383690 + Penalty 3012.604475 = -1224723.779214
  nChanged 2
		SP:Iteration 24Q (13243.350000 sec): 3 clusters
  Score: Raw -1227738.359790 + Penalty 3012.604475 = -1224725.755314
  nChanged 2
		SP:Iteration 25Q (13243.380000 sec): 3 clusters
  Score: Raw -1227738.988663 + Penalty 3012.604475 = -1224726.384188
  nChanged 0
		SP:Iteration 26F (13243.400000 sec): 3 clusters
  Score: Raw -1227738.988663 + Penalty 3012.604475 = -1224726.384188
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13243.420000 sec): 2 clusters
  Score: Raw -347603.001159 + Penalty 1311.978629 = -346291.022530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13243.420000 sec): 3 clusters
  Score: Raw -346068.142495 + Penalty 2623.957258 = -343444.185237
  nChanged 1279
		SP:Iteration 1F (13243.430000 sec): 3 clusters
  Score: Raw -346925.024023 + Penalty 2623.957258 = -344301.066764
  nChanged 309
		SP:Iteration 2F (13243.440000 sec): 3 clusters
  Score: Raw -347262.012163 + Penalty 2623.957258 = -344638.054904
  nChanged 241
		SP:Iteration 3F (13243.450000 sec): 3 clusters
  Score: Raw -347538.694862 + Penalty 2623.957258 = -344914.737603
  nChanged 229
		SP:Iteration 4F (13243.460000 sec): 3 clusters
  Score: Raw -347782.082725 + Penalty 2623.957258 = -345158.125467
  nChanged 192
		SP:Iteration 5F (13243.460000 sec): 3 clusters
  Score: Raw -347954.135504 + Penalty 2623.957258 = -345330.178245
  nChanged 131
		SP:Iteration 6Q (13243.470000 sec): 3 clusters
  Score: Raw -348056.091365 + Penalty 2623.957258 = -345432.134107
  nChanged 103
		SP:Iteration 7Q (13243.480000 sec): 3 clusters
  Score: Raw -348137.481266 + Penalty 2623.957258 = -345513.524008
  nChanged 65
		SP:Iteration 8Q (13243.490000 sec): 3 clusters
  Score: Raw -348180.641290 + Penalty 2623.957258 = -345556.684031
  nChanged 56
		SP:Iteration 9Q (13243.500000 sec): 3 clusters
  Score: Raw -348220.158170 + Penalty 2623.957258 = -345596.200912
  nChanged 47
		SP:Iteration 10Q (13243.500000 sec): 3 clusters
  Score: Raw -348242.644938 + Penalty 2623.957258 = -345618.687679
  nChanged 31
		SP:Iteration 11Q (13243.510000 sec): 3 clusters
  Score: Raw -348261.155241 + Penalty 2623.957258 = -345637.197982
  nChanged 28
		SP:Iteration 12Q (13243.520000 sec): 3 clusters
  Score: Raw -348277.381495 + Penalty 2623.957258 = -345653.424237
  nChanged 25
		SP:Iteration 13Q (13243.520000 sec): 3 clusters
  Score: Raw -348289.533285 + Penalty 2623.957258 = -345665.576027
  nChanged 18
		SP:Iteration 14Q (13243.530000 sec): 3 clusters
  Score: Raw -348302.225106 + Penalty 2623.957258 = -345678.267848
  nChanged 15
		SP:Iteration 15Q (13243.540000 sec): 3 clusters
  Score: Raw -348308.126047 + Penalty 2623.957258 = -345684.168788
  nChanged 9
		SP:Iteration 16Q (13243.540000 sec): 3 clusters
  Score: Raw -348312.468139 + Penalty 2623.957258 = -345688.510881
  nChanged 7
		SP:Iteration 17Q (13243.550000 sec): 3 clusters
  Score: Raw -348314.211691 + Penalty 2623.957258 = -345690.254433
  nChanged 5
		SP:Iteration 18Q (13243.560000 sec): 3 clusters
  Score: Raw -348316.159378 + Penalty 2623.957258 = -345692.202119
  nChanged 3
		SP:Iteration 19Q (13243.570000 sec): 3 clusters
  Score: Raw -348317.438045 + Penalty 2623.957258 = -345693.480787
  nChanged 5
		SP:Iteration 20F (13243.580000 sec): 3 clusters
  Score: Raw -348319.379012 + Penalty 2623.957258 = -345695.421753
  nChanged 3
		SP:Iteration 21Q (13243.580000 sec): 3 clusters
  Score: Raw -348320.909215 + Penalty 2623.957258 = -345696.951956
  nChanged 2
		SP:Iteration 22Q (13243.590000 sec): 3 clusters
  Score: Raw -348321.411902 + Penalty 2623.957258 = -345697.454644
  nChanged 1
		SP:Iteration 23Q (13243.600000 sec): 3 clusters
  Score: Raw -348322.692998 + Penalty 2623.957258 = -345698.735740
  nChanged 1
		SP:Iteration 24Q (13243.600000 sec): 3 clusters
  Score: Raw -348323.122280 + Penalty 2623.957258 = -345699.165021
  nChanged 0
		SP:Iteration 25F (13243.610000 sec): 3 clusters
  Score: Raw -348323.122280 + Penalty 2623.957258 = -345699.165021
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (8106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13243.640000 sec): 2 clusters
  Score: Raw -869883.792094 + Penalty 1462.558469 = -868421.233625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13243.660000 sec): 3 clusters
  Score: Raw -865363.037025 + Penalty 2925.116937 = -862437.920088
  nChanged 3402
		SP:Iteration 1F (13243.680000 sec): 3 clusters
  Score: Raw -867206.807567 + Penalty 2925.116937 = -864281.690630
  nChanged 595
		SP:Iteration 2F (13243.700000 sec): 3 clusters
  Score: Raw -867550.007150 + Penalty 2925.116937 = -864624.890212
  nChanged 516
		SP:Iteration 3F (13243.720000 sec): 3 clusters
  Score: Raw -867923.891036 + Penalty 2925.116937 = -864998.774099
  nChanged 522
		SP:Iteration 4F (13243.740000 sec): 3 clusters
  Score: Raw -868370.237073 + Penalty 2925.116937 = -865445.120136
  nChanged 538
		SP:Iteration 5F (13243.760000 sec): 3 clusters
  Score: Raw -868879.724824 + Penalty 2925.116937 = -865954.607886
  nChanged 524
		SP:Iteration 6F (13243.780000 sec): 3 clusters
  Score: Raw -869366.690259 + Penalty 2925.116937 = -866441.573321
  nChanged 469
		SP:Iteration 7F (13243.800000 sec): 3 clusters
  Score: Raw -869785.777217 + Penalty 2925.116937 = -866860.660280
  nChanged 463
		SP:Iteration 8F (13243.820000 sec): 3 clusters
  Score: Raw -870127.657746 + Penalty 2925.116937 = -867202.540808
  nChanged 339
		SP:Iteration 9Q (13243.840000 sec): 3 clusters
  Score: Raw -870363.354631 + Penalty 2925.116937 = -867438.237693
  nChanged 274
		SP:Iteration 10Q (13243.860000 sec): 3 clusters
  Score: Raw -870518.180571 + Penalty 2925.116937 = -867593.063634
  nChanged 188
		SP:Iteration 11Q (13243.880000 sec): 3 clusters
  Score: Raw -870645.956802 + Penalty 2925.116937 = -867720.839865
  nChanged 177
		SP:Iteration 12Q (13243.900000 sec): 3 clusters
  Score: Raw -870729.441466 + Penalty 2925.116937 = -867804.324529
  nChanged 115
		SP:Iteration 13Q (13243.920000 sec): 3 clusters
  Score: Raw -870767.791070 + Penalty 2925.116937 = -867842.674133
  nChanged 80
		SP:Iteration 14Q (13243.940000 sec): 3 clusters
  Score: Raw -870791.155987 + Penalty 2925.116937 = -867866.039049
  nChanged 67
		SP:Iteration 15Q (13243.960000 sec): 3 clusters
  Score: Raw -870811.557676 + Penalty 2925.116937 = -867886.440739
  nChanged 57
		SP:Iteration 16Q (13243.970000 sec): 3 clusters
  Score: Raw -870826.484045 + Penalty 2925.116937 = -867901.367108
  nChanged 47
		SP:Iteration 17Q (13243.990000 sec): 3 clusters
  Score: Raw -870836.525598 + Penalty 2925.116937 = -867911.408661
  nChanged 33
		SP:Iteration 18Q (13244.010000 sec): 3 clusters
  Score: Raw -870842.568433 + Penalty 2925.116937 = -867917.451496
  nChanged 29
		SP:Iteration 19Q (13244.030000 sec): 3 clusters
  Score: Raw -870848.535187 + Penalty 2925.116937 = -867923.418250
  nChanged 22
		SP:Iteration 20F (13244.050000 sec): 3 clusters
  Score: Raw -870854.007132 + Penalty 2925.116937 = -867928.890194
  nChanged 30
		SP:Iteration 21Q (13244.070000 sec): 3 clusters
  Score: Raw -870862.139697 + Penalty 2925.116937 = -867937.022760
  nChanged 30
		SP:Iteration 22Q (13244.080000 sec): 3 clusters
  Score: Raw -870868.788814 + Penalty 2925.116937 = -867943.671877
  nChanged 27
		SP:Iteration 23Q (13244.100000 sec): 3 clusters
  Score: Raw -870875.640965 + Penalty 2925.116937 = -867950.524028
  nChanged 26
		SP:Iteration 24Q (13244.120000 sec): 3 clusters
  Score: Raw -870881.101713 + Penalty 2925.116937 = -867955.984776
  nChanged 22
		SP:Iteration 25Q (13244.140000 sec): 3 clusters
  Score: Raw -870886.190712 + Penalty 2925.116937 = -867961.073774
  nChanged 23
		SP:Iteration 26Q (13244.160000 sec): 3 clusters
  Score: Raw -870891.026468 + Penalty 2925.116937 = -867965.909531
  nChanged 28
		SP:Iteration 27Q (13244.180000 sec): 3 clusters
  Score: Raw -870897.034501 + Penalty 2925.116937 = -867971.917564
  nChanged 24
		SP:Iteration 28Q (13244.200000 sec): 3 clusters
  Score: Raw -870902.255537 + Penalty 2925.116937 = -867977.138600
  nChanged 15
		SP:Iteration 29Q (13244.210000 sec): 3 clusters
  Score: Raw -870904.536680 + Penalty 2925.116937 = -867979.419743
  nChanged 11
		SP:Iteration 30Q (13244.230000 sec): 3 clusters
  Score: Raw -870906.105875 + Penalty 2925.116937 = -867980.988937
  nChanged 9
		SP:Iteration 31Q (13244.250000 sec): 3 clusters
  Score: Raw -870907.535985 + Penalty 2925.116937 = -867982.419047
  nChanged 10
		SP:Iteration 32Q (13244.270000 sec): 3 clusters
  Score: Raw -870908.969617 + Penalty 2925.116937 = -867983.852680
  nChanged 11
		SP:Iteration 33Q (13244.290000 sec): 3 clusters
  Score: Raw -870910.419692 + Penalty 2925.116937 = -867985.302754
  nChanged 10
		SP:Iteration 34Q (13244.300000 sec): 3 clusters
  Score: Raw -870911.921978 + Penalty 2925.116937 = -867986.805041
  nChanged 9
		SP:Iteration 35Q (13244.320000 sec): 3 clusters
  Score: Raw -870913.534358 + Penalty 2925.116937 = -867988.417421
  nChanged 8
		SP:Iteration 36Q (13244.340000 sec): 3 clusters
  Score: Raw -870914.724235 + Penalty 2925.116937 = -867989.607298
  nChanged 5
		SP:Iteration 37Q (13244.360000 sec): 3 clusters
  Score: Raw -870915.634250 + Penalty 2925.116937 = -867990.517312
  nChanged 6
		SP:Iteration 38Q (13244.380000 sec): 3 clusters
  Score: Raw -870916.680320 + Penalty 2925.116937 = -867991.563383
  nChanged 7
		SP:Iteration 39Q (13244.400000 sec): 3 clusters
  Score: Raw -870918.043528 + Penalty 2925.116937 = -867992.926591
  nChanged 7
		SP:Iteration 40F (13244.420000 sec): 3 clusters
  Score: Raw -870918.811300 + Penalty 2925.116937 = -867993.694363
  nChanged 4
		SP:Iteration 41Q (13244.440000 sec): 3 clusters
  Score: Raw -870919.218903 + Penalty 2925.116937 = -867994.101965
  nChanged 2
		SP:Iteration 42Q (13244.450000 sec): 3 clusters
  Score: Raw -870919.559830 + Penalty 2925.116937 = -867994.442892
  nChanged 0
		SP:Iteration 43F (13244.470000 sec): 3 clusters
  Score: Raw -870919.559830 + Penalty 2925.116937 = -867994.442892
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13244.600000 sec): 2 clusters
  Score: Raw -4949480.446245 + Penalty 1729.187506 = -4947751.258739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13244.710000 sec): 3 clusters
  Score: Raw -4923454.397612 + Penalty 3458.375013 = -4919996.022600
  nChanged 19460
		SP:Iteration 1F (13244.820000 sec): 3 clusters
  Score: Raw -4934156.835440 + Penalty 3458.375013 = -4930698.460427
  nChanged 1764
		SP:Iteration 2Q (13244.930000 sec): 3 clusters
  Score: Raw -4934681.866833 + Penalty 3458.375013 = -4931223.491821
  nChanged 1696
		SP:Iteration 3Q (13245.040000 sec): 3 clusters
  Score: Raw -4935201.959258 + Penalty 3458.375013 = -4931743.584245
  nChanged 1705
		SP:Iteration 4Q (13245.160000 sec): 3 clusters
  Score: Raw -4935760.697067 + Penalty 3458.375013 = -4932302.322054
  nChanged 1792
		SP:Iteration 5Q (13245.270000 sec): 3 clusters
  Score: Raw -4936435.695285 + Penalty 3458.375013 = -4932977.320273
  nChanged 1944
		SP:Iteration 6Q (13245.390000 sec): 3 clusters
  Score: Raw -4937261.308806 + Penalty 3458.375013 = -4933802.933794
  nChanged 2123
		SP:Iteration 7F (13245.500000 sec): 3 clusters
  Score: Raw -4938339.513820 + Penalty 3458.375013 = -4934881.138807
  nChanged 2365
		SP:Iteration 8F (13245.610000 sec): 3 clusters
  Score: Raw -4939741.961287 + Penalty 3458.375013 = -4936283.586274
  nChanged 2476
		SP:Iteration 9F (13245.720000 sec): 3 clusters
  Score: Raw -4941440.543709 + Penalty 3458.375013 = -4937982.168696
  nChanged 2455
		SP:Iteration 10F (13245.840000 sec): 3 clusters
  Score: Raw -4943422.501827 + Penalty 3458.375013 = -4939964.126814
  nChanged 2136
		SP:Iteration 11F (13245.950000 sec): 3 clusters
  Score: Raw -4945251.757329 + Penalty 3458.375013 = -4941793.382316
  nChanged 1636
		SP:Iteration 12Q (13246.060000 sec): 3 clusters
  Score: Raw -4946696.886606 + Penalty 3458.375013 = -4943238.511593
  nChanged 1115
		SP:Iteration 13Q (13246.160000 sec): 3 clusters
  Score: Raw -4947651.147974 + Penalty 3458.375013 = -4944192.772961
  nChanged 760
		SP:Iteration 14Q (13246.260000 sec): 3 clusters
  Score: Raw -4948227.652556 + Penalty 3458.375013 = -4944769.277544
  nChanged 559
		SP:Iteration 15Q (13246.350000 sec): 3 clusters
  Score: Raw -4948580.503406 + Penalty 3458.375013 = -4945122.128393
  nChanged 434
		SP:Iteration 16Q (13246.440000 sec): 3 clusters
  Score: Raw -4948846.387231 + Penalty 3458.375013 = -4945388.012219
  nChanged 361
		SP:Iteration 17Q (13246.530000 sec): 3 clusters
  Score: Raw -4949067.050216 + Penalty 3458.375013 = -4945608.675203
  nChanged 313
		SP:Iteration 18Q (13246.610000 sec): 3 clusters
  Score: Raw -4949250.582798 + Penalty 3458.375013 = -4945792.207786
  nChanged 251
		SP:Iteration 19Q (13246.700000 sec): 3 clusters
  Score: Raw -4949391.801953 + Penalty 3458.375013 = -4945933.426941
  nChanged 195
		SP:Iteration 20F (13246.810000 sec): 3 clusters
  Score: Raw -4949500.168613 + Penalty 3458.375013 = -4946041.793601
  nChanged 140
		SP:Iteration 21Q (13246.900000 sec): 3 clusters
  Score: Raw -4949572.558676 + Penalty 3458.375013 = -4946114.183663
  nChanged 126
		SP:Iteration 22Q (13246.980000 sec): 3 clusters
  Score: Raw -4949639.586293 + Penalty 3458.375013 = -4946181.211280
  nChanged 101
		SP:Iteration 23Q (13247.060000 sec): 3 clusters
  Score: Raw -4949693.465707 + Penalty 3458.375013 = -4946235.090695
  nChanged 84
		SP:Iteration 24Q (13247.140000 sec): 3 clusters
  Score: Raw -4949740.637322 + Penalty 3458.375013 = -4946282.262310
  nChanged 67
		SP:Iteration 25Q (13247.220000 sec): 3 clusters
  Score: Raw -4949776.627303 + Penalty 3458.375013 = -4946318.252291
  nChanged 56
		SP:Iteration 26Q (13247.300000 sec): 3 clusters
  Score: Raw -4949809.689259 + Penalty 3458.375013 = -4946351.314247
  nChanged 52
		SP:Iteration 27Q (13247.380000 sec): 3 clusters
  Score: Raw -4949835.512470 + Penalty 3458.375013 = -4946377.137458
  nChanged 38
		SP:Iteration 28Q (13247.460000 sec): 3 clusters
  Score: Raw -4949856.535469 + Penalty 3458.375013 = -4946398.160456
  nChanged 37
		SP:Iteration 29Q (13247.560000 sec): 3 clusters
  Score: Raw -4949877.892315 + Penalty 3458.375013 = -4946419.517303
  nChanged 32
		SP:Iteration 30Q (13247.640000 sec): 3 clusters
  Score: Raw -4949900.157369 + Penalty 3458.375013 = -4946441.782357
  nChanged 30
		SP:Iteration 31Q (13247.720000 sec): 3 clusters
  Score: Raw -4949919.233644 + Penalty 3458.375013 = -4946460.858632
  nChanged 23
		SP:Iteration 32Q (13247.800000 sec): 3 clusters
  Score: Raw -4949934.855941 + Penalty 3458.375013 = -4946476.480929
  nChanged 26
		SP:Iteration 33Q (13247.870000 sec): 3 clusters
  Score: Raw -4949956.541486 + Penalty 3458.375013 = -4946498.166473
  nChanged 27
		SP:Iteration 34Q (13247.950000 sec): 3 clusters
  Score: Raw -4949978.171016 + Penalty 3458.375013 = -4946519.796004
  nChanged 25
		SP:Iteration 35Q (13248.030000 sec): 3 clusters
  Score: Raw -4950000.435708 + Penalty 3458.375013 = -4946542.060696
  nChanged 23
		SP:Iteration 36Q (13248.110000 sec): 3 clusters
  Score: Raw -4950021.723982 + Penalty 3458.375013 = -4946563.348970
  nChanged 27
		SP:Iteration 37Q (13248.180000 sec): 3 clusters
  Score: Raw -4950049.036015 + Penalty 3458.375013 = -4946590.661002
  nChanged 27
		SP:Iteration 38Q (13248.260000 sec): 3 clusters
  Score: Raw -4950076.611327 + Penalty 3458.375013 = -4946618.236314
  nChanged 22
		SP:Iteration 39Q (13248.340000 sec): 3 clusters
  Score: Raw -4950092.573937 + Penalty 3458.375013 = -4946634.198925
  nChanged 10
		SP:Iteration 40F (13248.450000 sec): 3 clusters
  Score: Raw -4950099.440370 + Penalty 3458.375013 = -4946641.065357
  nChanged 9
		SP:Iteration 41Q (13248.530000 sec): 3 clusters
  Score: Raw -4950106.594286 + Penalty 3458.375013 = -4946648.219274
  nChanged 5
		SP:Iteration 42Q (13248.600000 sec): 3 clusters
  Score: Raw -4950109.357457 + Penalty 3458.375013 = -4946650.982445
  nChanged 5
		SP:Iteration 43Q (13248.680000 sec): 3 clusters
  Score: Raw -4950116.177462 + Penalty 3458.375013 = -4946657.802449
  nChanged 8
		SP:Iteration 44Q (13248.760000 sec): 3 clusters
  Score: Raw -4950123.809332 + Penalty 3458.375013 = -4946665.434319
  nChanged 6
		SP:Iteration 45Q (13248.840000 sec): 3 clusters
  Score: Raw -4950126.983644 + Penalty 3458.375013 = -4946668.608631
  nChanged 3
		SP:Iteration 46Q (13248.920000 sec): 3 clusters
  Score: Raw -4950129.532503 + Penalty 3458.375013 = -4946671.157491
  nChanged 2
		SP:Iteration 47Q (13249.000000 sec): 3 clusters
  Score: Raw -4950130.214929 + Penalty 3458.375013 = -4946671.839916
  nChanged 1
		SP:Iteration 48Q (13249.080000 sec): 3 clusters
  Score: Raw -4950130.870774 + Penalty 3458.375013 = -4946672.495761
  nChanged 1
		SP:Iteration 49Q (13249.150000 sec): 3 clusters
  Score: Raw -4950131.928436 + Penalty 3458.375013 = -4946673.553423
  nChanged 0
		SP:Iteration 50F (13249.260000 sec): 3 clusters
  Score: Raw -4950131.928436 + Penalty 3458.375013 = -4946673.553423
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13249.290000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13249.300000 sec): 3 clusters
  Score: Raw -95438.459974 + Penalty 2187.192823 = -93251.267151
  nChanged 254
		SP:Iteration 1F (13249.300000 sec): 3 clusters
  Score: Raw -95663.717183 + Penalty 2187.192823 = -93476.524360
  nChanged 66
		SP:Iteration 2F (13249.300000 sec): 3 clusters
  Score: Raw -95733.391063 + Penalty 2187.192823 = -93546.198240
  nChanged 28
		SP:Iteration 3Q (13249.300000 sec): 3 clusters
  Score: Raw -95759.674410 + Penalty 2187.192823 = -93572.481587
  nChanged 15
		SP:Iteration 4Q (13249.300000 sec): 3 clusters
  Score: Raw -95776.152898 + Penalty 2187.192823 = -93588.960075
  nChanged 14
		SP:Iteration 5Q (13249.300000 sec): 3 clusters
  Score: Raw -95793.919843 + Penalty 2187.192823 = -93606.727020
  nChanged 13
		SP:Iteration 6Q (13249.310000 sec): 3 clusters
  Score: Raw -95805.145981 + Penalty 2187.192823 = -93617.953158
  nChanged 9
		SP:Iteration 7Q (13249.310000 sec): 3 clusters
  Score: Raw -95812.629205 + Penalty 2187.192823 = -93625.436382
  nChanged 11
		SP:Iteration 8Q (13249.310000 sec): 3 clusters
  Score: Raw -95826.162553 + Penalty 2187.192823 = -93638.969731
  nChanged 8
		SP:Iteration 9Q (13249.310000 sec): 3 clusters
  Score: Raw -95836.981291 + Penalty 2187.192823 = -93649.788468
  nChanged 13
		SP:Iteration 10Q (13249.320000 sec): 3 clusters
  Score: Raw -95851.733551 + Penalty 2187.192823 = -93664.540728
  nChanged 8
		SP:Iteration 11Q (13249.320000 sec): 3 clusters
  Score: Raw -95862.092217 + Penalty 2187.192823 = -93674.899394
  nChanged 7
		SP:Iteration 12Q (13249.320000 sec): 3 clusters
  Score: Raw -95872.810591 + Penalty 2187.192823 = -93685.617768
  nChanged 9
		SP:Iteration 13Q (13249.320000 sec): 3 clusters
  Score: Raw -95881.676410 + Penalty 2187.192823 = -93694.483588
  nChanged 5
		SP:Iteration 14Q (13249.320000 sec): 3 clusters
  Score: Raw -95885.383639 + Penalty 2187.192823 = -93698.190817
  nChanged 0
		SP:Iteration 15F (13249.320000 sec): 3 clusters
  Score: Raw -95885.383639 + Penalty 2187.192823 = -93698.190817
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13249.340000 sec): 2 clusters
  Score: Raw -219548.869566 + Penalty 1219.999638 = -218328.869928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13249.340000 sec): 3 clusters
  Score: Raw -218799.748252 + Penalty 2439.999275 = -216359.748976
  nChanged 635
		SP:Iteration 1F (13249.340000 sec): 3 clusters
  Score: Raw -219195.188149 + Penalty 2439.999275 = -216755.188874
  nChanged 129
		SP:Iteration 2F (13249.350000 sec): 3 clusters
  Score: Raw -219282.758904 + Penalty 2439.999275 = -216842.759629
  nChanged 67
		SP:Iteration 3Q (13249.350000 sec): 3 clusters
  Score: Raw -219332.676195 + Penalty 2439.999275 = -216892.676919
  nChanged 56
		SP:Iteration 4Q (13249.360000 sec): 3 clusters
  Score: Raw -219374.322847 + Penalty 2439.999275 = -216934.323571
  nChanged 61
		SP:Iteration 5Q (13249.360000 sec): 3 clusters
  Score: Raw -219421.629648 + Penalty 2439.999275 = -216981.630373
  nChanged 50
		SP:Iteration 6Q (13249.370000 sec): 3 clusters
  Score: Raw -219456.811840 + Penalty 2439.999275 = -217016.812565
  nChanged 42
		SP:Iteration 7Q (13249.370000 sec): 3 clusters
  Score: Raw -219481.119629 + Penalty 2439.999275 = -217041.120354
  nChanged 27
		SP:Iteration 8Q (13249.380000 sec): 3 clusters
  Score: Raw -219498.241804 + Penalty 2439.999275 = -217058.242528
  nChanged 28
		SP:Iteration 9Q (13249.380000 sec): 3 clusters
  Score: Raw -219520.960217 + Penalty 2439.999275 = -217080.960942
  nChanged 32
		SP:Iteration 10Q (13249.380000 sec): 3 clusters
  Score: Raw -219543.477250 + Penalty 2439.999275 = -217103.477975
  nChanged 28
		SP:Iteration 11Q (13249.390000 sec): 3 clusters
  Score: Raw -219556.818780 + Penalty 2439.999275 = -217116.819504
  nChanged 22
		SP:Iteration 12Q (13249.390000 sec): 3 clusters
  Score: Raw -219569.952241 + Penalty 2439.999275 = -217129.952965
  nChanged 22
		SP:Iteration 13Q (13249.400000 sec): 3 clusters
  Score: Raw -219584.257172 + Penalty 2439.999275 = -217144.257897
  nChanged 17
		SP:Iteration 14Q (13249.400000 sec): 3 clusters
  Score: Raw -219593.757501 + Penalty 2439.999275 = -217153.758226
  nChanged 18
		SP:Iteration 15Q (13249.410000 sec): 3 clusters
  Score: Raw -219606.694655 + Penalty 2439.999275 = -217166.695379
  nChanged 17
		SP:Iteration 16Q (13249.410000 sec): 3 clusters
  Score: Raw -219627.986237 + Penalty 2439.999275 = -217187.986961
  nChanged 22
		SP:Iteration 17Q (13249.420000 sec): 3 clusters
  Score: Raw -219644.863747 + Penalty 2439.999275 = -217204.864472
  nChanged 20
		SP:Iteration 18Q (13249.420000 sec): 3 clusters
  Score: Raw -219660.447073 + Penalty 2439.999275 = -217220.447798
  nChanged 12
		SP:Iteration 19Q (13249.420000 sec): 3 clusters
  Score: Raw -219665.904226 + Penalty 2439.999275 = -217225.904951
  nChanged 8
		SP:Iteration 20F (13249.430000 sec): 3 clusters
  Score: Raw -219669.645135 + Penalty 2439.999275 = -217229.645859
  nChanged 8
		SP:Iteration 21Q (13249.440000 sec): 3 clusters
  Score: Raw -219675.085242 + Penalty 2439.999275 = -217235.085966
  nChanged 11
		SP:Iteration 22Q (13249.440000 sec): 3 clusters
  Score: Raw -219681.931111 + Penalty 2439.999275 = -217241.931836
  nChanged 12
		SP:Iteration 23Q (13249.440000 sec): 3 clusters
  Score: Raw -219692.535600 + Penalty 2439.999275 = -217252.536325
  nChanged 9
		SP:Iteration 24Q (13249.450000 sec): 3 clusters
  Score: Raw -219697.795786 + Penalty 2439.999275 = -217257.796511
  nChanged 10
		SP:Iteration 25Q (13249.450000 sec): 3 clusters
  Score: Raw -219702.655241 + Penalty 2439.999275 = -217262.655965
  nChanged 12
		SP:Iteration 26Q (13249.460000 sec): 3 clusters
  Score: Raw -219709.115419 + Penalty 2439.999275 = -217269.116143
  nChanged 11
		SP:Iteration 27Q (13249.460000 sec): 3 clusters
  Score: Raw -219714.248725 + Penalty 2439.999275 = -217274.249450
  nChanged 11
		SP:Iteration 28Q (13249.470000 sec): 3 clusters
  Score: Raw -219718.789039 + Penalty 2439.999275 = -217278.789764
  nChanged 9
		SP:Iteration 29Q (13249.470000 sec): 3 clusters
  Score: Raw -219723.408790 + Penalty 2439.999275 = -217283.409515
  nChanged 7
		SP:Iteration 30Q (13249.480000 sec): 3 clusters
  Score: Raw -219726.336298 + Penalty 2439.999275 = -217286.337023
  nChanged 5
		SP:Iteration 31Q (13249.480000 sec): 3 clusters
  Score: Raw -219729.355187 + Penalty 2439.999275 = -217289.355912
  nChanged 8
		SP:Iteration 32Q (13249.480000 sec): 3 clusters
  Score: Raw -219733.882434 + Penalty 2439.999275 = -217293.883159
  nChanged 10
		SP:Iteration 33Q (13249.490000 sec): 3 clusters
  Score: Raw -219740.480194 + Penalty 2439.999275 = -217300.480919
  nChanged 7
		SP:Iteration 34Q (13249.490000 sec): 3 clusters
  Score: Raw -219743.732827 + Penalty 2439.999275 = -217303.733552
  nChanged 7
		SP:Iteration 35Q (13249.500000 sec): 3 clusters
  Score: Raw -219747.860465 + Penalty 2439.999275 = -217307.861190
  nChanged 7
		SP:Iteration 36Q (13249.500000 sec): 3 clusters
  Score: Raw -219751.915870 + Penalty 2439.999275 = -217311.916594
  nChanged 4
		SP:Iteration 37Q (13249.510000 sec): 3 clusters
  Score: Raw -219753.751095 + Penalty 2439.999275 = -217313.751819
  nChanged 4
		SP:Iteration 38Q (13249.510000 sec): 3 clusters
  Score: Raw -219755.939158 + Penalty 2439.999275 = -217315.939883
  nChanged 3
		SP:Iteration 39Q (13249.520000 sec): 3 clusters
  Score: Raw -219757.797351 + Penalty 2439.999275 = -217317.798076
  nChanged 4
		SP:Iteration 40F (13249.520000 sec): 3 clusters
  Score: Raw -219760.277947 + Penalty 2439.999275 = -217320.278672
  nChanged 6
		SP:Iteration 41Q (13249.520000 sec): 3 clusters
  Score: Raw -219764.436641 + Penalty 2439.999275 = -217324.437366
  nChanged 2
		SP:Iteration 42Q (13249.530000 sec): 3 clusters
  Score: Raw -219765.059757 + Penalty 2439.999275 = -217325.060482
  nChanged 2
		SP:Iteration 43Q (13249.540000 sec): 3 clusters
  Score: Raw -219765.468314 + Penalty 2439.999275 = -217325.469038
  nChanged 3
		SP:Iteration 44Q (13249.540000 sec): 3 clusters
  Score: Raw -219766.434689 + Penalty 2439.999275 = -217326.435414
  nChanged 2
		SP:Iteration 45Q (13249.540000 sec): 3 clusters
  Score: Raw -219767.918966 + Penalty 2439.999275 = -217327.919691
  nChanged 5
		SP:Iteration 46Q (13249.550000 sec): 3 clusters
  Score: Raw -219771.340451 + Penalty 2439.999275 = -217331.341176
  nChanged 3
		SP:Iteration 47Q (13249.550000 sec): 3 clusters
  Score: Raw -219775.616495 + Penalty 2439.999275 = -217335.617220
  nChanged 6
		SP:Iteration 48Q (13249.560000 sec): 3 clusters
  Score: Raw -219780.187148 + Penalty 2439.999275 = -217340.187873
  nChanged 3
		SP:Iteration 49Q (13249.560000 sec): 3 clusters
  Score: Raw -219783.875797 + Penalty 2439.999275 = -217343.876522
  nChanged 3
		SP:Iteration 50Q (13249.560000 sec): 3 clusters
  Score: Raw -219785.157917 + Penalty 2439.999275 = -217345.158642
  nChanged 3
		SP:Iteration 51Q (13249.570000 sec): 3 clusters
  Score: Raw -219786.429561 + Penalty 2439.999275 = -217346.430286
  nChanged 5
		SP:Iteration 52Q (13249.580000 sec): 3 clusters
  Score: Raw -219789.234158 + Penalty 2439.999275 = -217349.234882
  nChanged 1
		SP:Iteration 53Q (13249.580000 sec): 3 clusters
  Score: Raw -219789.539218 + Penalty 2439.999275 = -217349.539943
  nChanged 0
		SP:Iteration 54F (13249.580000 sec): 3 clusters
  Score: Raw -219789.539218 + Penalty 2439.999275 = -217349.539943
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13249.660000 sec): 2 clusters
  Score: Raw -2881905.497030 + Penalty 1642.015804 = -2880263.481226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13249.730000 sec): 3 clusters
  Score: Raw -2867104.782096 + Penalty 3284.031608 = -2863820.750488
  nChanged 11078
		SP:Iteration 1F (13249.790000 sec): 3 clusters
  Score: Raw -2873156.704156 + Penalty 3284.031608 = -2869872.672548
  nChanged 1122
		SP:Iteration 2Q (13249.860000 sec): 3 clusters
  Score: Raw -2873565.289077 + Penalty 3284.031608 = -2870281.257469
  nChanged 1067
		SP:Iteration 3Q (13249.920000 sec): 3 clusters
  Score: Raw -2874001.185111 + Penalty 3284.031608 = -2870717.153504
  nChanged 1086
		SP:Iteration 4Q (13249.990000 sec): 3 clusters
  Score: Raw -2874543.424990 + Penalty 3284.031608 = -2871259.393382
  nChanged 1242
		SP:Iteration 5F (13250.060000 sec): 3 clusters
  Score: Raw -2875277.263674 + Penalty 3284.031608 = -2871993.232066
  nChanged 1369
		SP:Iteration 6F (13250.120000 sec): 3 clusters
  Score: Raw -2876223.268452 + Penalty 3284.031608 = -2872939.236844
  nChanged 1483
		SP:Iteration 7F (13250.180000 sec): 3 clusters
  Score: Raw -2877335.140730 + Penalty 3284.031608 = -2874051.109122
  nChanged 1443
		SP:Iteration 8F (13250.250000 sec): 3 clusters
  Score: Raw -2878452.683360 + Penalty 3284.031608 = -2875168.651752
  nChanged 1360
		SP:Iteration 9F (13250.310000 sec): 3 clusters
  Score: Raw -2879565.859250 + Penalty 3284.031608 = -2876281.827643
  nChanged 1137
		SP:Iteration 10Q (13250.370000 sec): 3 clusters
  Score: Raw -2880501.909589 + Penalty 3284.031608 = -2877217.877981
  nChanged 804
		SP:Iteration 11Q (13250.430000 sec): 3 clusters
  Score: Raw -2881160.778639 + Penalty 3284.031608 = -2877876.747031
  nChanged 495
		SP:Iteration 12Q (13250.480000 sec): 3 clusters
  Score: Raw -2881542.607749 + Penalty 3284.031608 = -2878258.576141
  nChanged 274
		SP:Iteration 13Q (13250.530000 sec): 3 clusters
  Score: Raw -2881763.246801 + Penalty 3284.031608 = -2878479.215193
  nChanged 166
		SP:Iteration 14Q (13250.580000 sec): 3 clusters
  Score: Raw -2881894.855305 + Penalty 3284.031608 = -2878610.823697
  nChanged 78
		SP:Iteration 15Q (13250.630000 sec): 3 clusters
  Score: Raw -2881957.429627 + Penalty 3284.031608 = -2878673.398020
  nChanged 49
		SP:Iteration 16Q (13250.670000 sec): 3 clusters
  Score: Raw -2882002.268775 + Penalty 3284.031608 = -2878718.237167
  nChanged 41
		SP:Iteration 17Q (13250.720000 sec): 3 clusters
  Score: Raw -2882037.755804 + Penalty 3284.031608 = -2878753.724196
  nChanged 26
		SP:Iteration 18Q (13250.760000 sec): 3 clusters
  Score: Raw -2882061.723966 + Penalty 3284.031608 = -2878777.692359
  nChanged 20
		SP:Iteration 19Q (13250.810000 sec): 3 clusters
  Score: Raw -2882080.204765 + Penalty 3284.031608 = -2878796.173157
  nChanged 13
		SP:Iteration 20F (13250.870000 sec): 3 clusters
  Score: Raw -2882090.164458 + Penalty 3284.031608 = -2878806.132850
  nChanged 11
		SP:Iteration 21Q (13250.920000 sec): 3 clusters
  Score: Raw -2882098.302482 + Penalty 3284.031608 = -2878814.270874
  nChanged 4
		SP:Iteration 22Q (13250.960000 sec): 3 clusters
  Score: Raw -2882100.641315 + Penalty 3284.031608 = -2878816.609707
  nChanged 2
		SP:Iteration 23Q (13251.000000 sec): 3 clusters
  Score: Raw -2882102.193747 + Penalty 3284.031608 = -2878818.162140
  nChanged 4
		SP:Iteration 24Q (13251.050000 sec): 3 clusters
  Score: Raw -2882104.895924 + Penalty 3284.031608 = -2878820.864316
  nChanged 2
		SP:Iteration 25Q (13251.090000 sec): 3 clusters
  Score: Raw -2882105.736053 + Penalty 3284.031608 = -2878821.704445
  nChanged 0
		SP:Iteration 26F (13251.160000 sec): 3 clusters
  Score: Raw -2882105.736053 + Penalty 3284.031608 = -2878821.704445
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13251.260000 sec): 2 clusters
  Score: Raw -4138275.105524 + Penalty 1701.668833 = -4136573.436691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13251.350000 sec): 3 clusters
  Score: Raw -4116489.245157 + Penalty 3403.337665 = -4113085.907492
  nChanged 16175
		SP:Iteration 1F (13251.440000 sec): 3 clusters
  Score: Raw -4125176.369026 + Penalty 3403.337665 = -4121773.031361
  nChanged 1509
		SP:Iteration 2Q (13251.530000 sec): 3 clusters
  Score: Raw -4125659.441474 + Penalty 3403.337665 = -4122256.103809
  nChanged 1650
		SP:Iteration 3Q (13251.630000 sec): 3 clusters
  Score: Raw -4126260.064971 + Penalty 3403.337665 = -4122856.727306
  nChanged 1756
		SP:Iteration 4Q (13251.720000 sec): 3 clusters
  Score: Raw -4127001.933992 + Penalty 3403.337665 = -4123598.596327
  nChanged 1997
		SP:Iteration 5F (13251.810000 sec): 3 clusters
  Score: Raw -4127962.056212 + Penalty 3403.337665 = -4124558.718547
  nChanged 2066
		SP:Iteration 6F (13251.900000 sec): 3 clusters
  Score: Raw -4129102.212809 + Penalty 3403.337665 = -4125698.875144
  nChanged 2189
		SP:Iteration 7F (13252.000000 sec): 3 clusters
  Score: Raw -4130324.574246 + Penalty 3403.337665 = -4126921.236581
  nChanged 2020
		SP:Iteration 8F (13252.090000 sec): 3 clusters
  Score: Raw -4131407.828327 + Penalty 3403.337665 = -4128004.490662
  nChanged 1775
		SP:Iteration 9F (13252.180000 sec): 3 clusters
  Score: Raw -4132318.182841 + Penalty 3403.337665 = -4128914.845176
  nChanged 1538
		SP:Iteration 10Q (13252.270000 sec): 3 clusters
  Score: Raw -4133120.562549 + Penalty 3403.337665 = -4129717.224884
  nChanged 1363
		SP:Iteration 11Q (13252.360000 sec): 3 clusters
  Score: Raw -4133876.658271 + Penalty 3403.337665 = -4130473.320606
  nChanged 1314
		SP:Iteration 12Q (13252.460000 sec): 3 clusters
  Score: Raw -4134713.442971 + Penalty 3403.337665 = -4131310.105306
  nChanged 1293
		SP:Iteration 13Q (13252.550000 sec): 3 clusters
  Score: Raw -4135660.835919 + Penalty 3403.337665 = -4132257.498254
  nChanged 1123
		SP:Iteration 14Q (13252.640000 sec): 3 clusters
  Score: Raw -4136562.255100 + Penalty 3403.337665 = -4133158.917435
  nChanged 867
		SP:Iteration 15Q (13252.730000 sec): 3 clusters
  Score: Raw -4137316.512422 + Penalty 3403.337665 = -4133913.174757
  nChanged 545
		SP:Iteration 16Q (13252.820000 sec): 3 clusters
  Score: Raw -4137793.024135 + Penalty 3403.337665 = -4134389.686470
  nChanged 317
		SP:Iteration 17Q (13252.900000 sec): 3 clusters
  Score: Raw -4138054.903708 + Penalty 3403.337665 = -4134651.566043
  nChanged 179
		SP:Iteration 18Q (13252.970000 sec): 3 clusters
  Score: Raw -4138211.953593 + Penalty 3403.337665 = -4134808.615928
  nChanged 107
		SP:Iteration 19Q (13253.040000 sec): 3 clusters
  Score: Raw -4138306.668570 + Penalty 3403.337665 = -4134903.330905
  nChanged 61
		SP:Iteration 20F (13253.130000 sec): 3 clusters
  Score: Raw -4138360.400006 + Penalty 3403.337665 = -4134957.062341
  nChanged 33
		SP:Iteration 21Q (13253.200000 sec): 3 clusters
  Score: Raw -4138392.484534 + Penalty 3403.337665 = -4134989.146869
  nChanged 21
		SP:Iteration 22Q (13253.260000 sec): 3 clusters
  Score: Raw -4138410.819306 + Penalty 3403.337665 = -4135007.481641
  nChanged 18
		SP:Iteration 23Q (13253.330000 sec): 3 clusters
  Score: Raw -4138424.336025 + Penalty 3403.337665 = -4135020.998360
  nChanged 13
		SP:Iteration 24Q (13253.400000 sec): 3 clusters
  Score: Raw -4138435.152144 + Penalty 3403.337665 = -4135031.814479
  nChanged 8
		SP:Iteration 25Q (13253.460000 sec): 3 clusters
  Score: Raw -4138442.338260 + Penalty 3403.337665 = -4135039.000595
  nChanged 6
		SP:Iteration 26Q (13253.530000 sec): 3 clusters
  Score: Raw -4138448.427874 + Penalty 3403.337665 = -4135045.090209
  nChanged 10
		SP:Iteration 27Q (13253.590000 sec): 3 clusters
  Score: Raw -4138460.787266 + Penalty 3403.337665 = -4135057.449601
  nChanged 8
		SP:Iteration 28Q (13253.650000 sec): 3 clusters
  Score: Raw -4138467.846106 + Penalty 3403.337665 = -4135064.508441
  nChanged 7
		SP:Iteration 29Q (13253.720000 sec): 3 clusters
  Score: Raw -4138475.022663 + Penalty 3403.337665 = -4135071.684998
  nChanged 6
		SP:Iteration 30Q (13253.780000 sec): 3 clusters
  Score: Raw -4138481.054634 + Penalty 3403.337665 = -4135077.716969
  nChanged 6
		SP:Iteration 31Q (13253.850000 sec): 3 clusters
  Score: Raw -4138486.559260 + Penalty 3403.337665 = -4135083.221595
  nChanged 4
		SP:Iteration 32Q (13253.920000 sec): 3 clusters
  Score: Raw -4138491.020968 + Penalty 3403.337665 = -4135087.683303
  nChanged 4
		SP:Iteration 33Q (13253.980000 sec): 3 clusters
  Score: Raw -4138495.625369 + Penalty 3403.337665 = -4135092.287704
  nChanged 3
		SP:Iteration 34Q (13254.050000 sec): 3 clusters
  Score: Raw -4138499.495375 + Penalty 3403.337665 = -4135096.157710
  nChanged 5
		SP:Iteration 35Q (13254.110000 sec): 3 clusters
  Score: Raw -4138504.435784 + Penalty 3403.337665 = -4135101.098118
  nChanged 5
		SP:Iteration 36Q (13254.180000 sec): 3 clusters
  Score: Raw -4138510.019175 + Penalty 3403.337665 = -4135106.681510
  nChanged 5
		SP:Iteration 37Q (13254.240000 sec): 3 clusters
  Score: Raw -4138514.655608 + Penalty 3403.337665 = -4135111.317943
  nChanged 0
		SP:Iteration 38F (13254.340000 sec): 3 clusters
  Score: Raw -4138514.655608 + Penalty 3403.337665 = -4135111.317943
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (138035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13254.730000 sec): 2 clusters
  Score: Raw -16109652.919878 + Penalty 1923.230165 = -16107729.689713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13255.100000 sec): 3 clusters
  Score: Raw -16019181.874607 + Penalty 3846.460330 = -16015335.414276
  nChanged 66273
		SP:Iteration 1F (13255.470000 sec): 3 clusters
  Score: Raw -16058470.277532 + Penalty 3846.460330 = -16054623.817202
  nChanged 4739
		SP:Iteration 2Q (13255.850000 sec): 3 clusters
  Score: Raw -16059880.222832 + Penalty 3846.460330 = -16056033.762501
  nChanged 5676
		SP:Iteration 3Q (13256.220000 sec): 3 clusters
  Score: Raw -16061916.284300 + Penalty 3846.460330 = -16058069.823970
  nChanged 6838
		SP:Iteration 4Q (13256.600000 sec): 3 clusters
  Score: Raw -16064834.740554 + Penalty 3846.460330 = -16060988.280224
  nChanged 7890
		SP:Iteration 5F (13256.960000 sec): 3 clusters
  Score: Raw -16068442.562591 + Penalty 3846.460330 = -16064596.102261
  nChanged 8229
		SP:Iteration 6F (13257.330000 sec): 3 clusters
  Score: Raw -16072279.677382 + Penalty 3846.460330 = -16068433.217052
  nChanged 7886
		SP:Iteration 7F (13257.700000 sec): 3 clusters
  Score: Raw -16075813.377988 + Penalty 3846.460330 = -16071966.917657
  nChanged 7136
		SP:Iteration 8F (13258.070000 sec): 3 clusters
  Score: Raw -16078728.508571 + Penalty 3846.460330 = -16074882.048240
  nChanged 6091
		SP:Iteration 9Q (13258.440000 sec): 3 clusters
  Score: Raw -16080859.520070 + Penalty 3846.460330 = -16077013.059740
  nChanged 4942
		SP:Iteration 10Q (13258.820000 sec): 3 clusters
  Score: Raw -16082352.707824 + Penalty 3846.460330 = -16078506.247493
  nChanged 4150
		SP:Iteration 11Q (13259.190000 sec): 3 clusters
  Score: Raw -16083558.350175 + Penalty 3846.460330 = -16079711.889845
  nChanged 3740
		SP:Iteration 12Q (13259.560000 sec): 3 clusters
  Score: Raw -16084702.847356 + Penalty 3846.460330 = -16080856.387026
  nChanged 3895
		SP:Iteration 13Q (13259.930000 sec): 3 clusters
  Score: Raw -16086013.281397 + Penalty 3846.460330 = -16082166.821067
  nChanged 4269
		SP:Iteration 14Q (13260.300000 sec): 3 clusters
  Score: Raw -16087683.014549 + Penalty 3846.460330 = -16083836.554219
  nChanged 4735
		SP:Iteration 15Q (13260.670000 sec): 3 clusters
  Score: Raw -16089896.170306 + Penalty 3846.460330 = -16086049.709975
  nChanged 5203
		SP:Iteration 16Q (13261.040000 sec): 3 clusters
  Score: Raw -16092876.861547 + Penalty 3846.460330 = -16089030.401216
  nChanged 5445
		SP:Iteration 17Q (13261.410000 sec): 3 clusters
  Score: Raw -16096606.822721 + Penalty 3846.460330 = -16092760.362391
  nChanged 5262
		SP:Iteration 18Q (13261.780000 sec): 3 clusters
  Score: Raw -16100885.624462 + Penalty 3846.460330 = -16097039.164131
  nChanged 4411
		SP:Iteration 19Q (13262.150000 sec): 3 clusters
  Score: Raw -16104825.188114 + Penalty 3846.460330 = -16100978.727784
  nChanged 2916
		SP:Iteration 20F (13262.510000 sec): 3 clusters
  Score: Raw -16107487.931575 + Penalty 3846.460330 = -16103641.471245
  nChanged 1544
		SP:Iteration 21Q (13262.830000 sec): 3 clusters
  Score: Raw -16108868.920288 + Penalty 3846.460330 = -16105022.459958
  nChanged 641
		SP:Iteration 22Q (13263.130000 sec): 3 clusters
  Score: Raw -16109433.156346 + Penalty 3846.460330 = -16105586.696016
  nChanged 254
		SP:Iteration 23Q (13263.400000 sec): 3 clusters
  Score: Raw -16109685.708088 + Penalty 3846.460330 = -16105839.247758
  nChanged 121
		SP:Iteration 24Q (13263.660000 sec): 3 clusters
  Score: Raw -16109814.141843 + Penalty 3846.460330 = -16105967.681512
  nChanged 54
		SP:Iteration 25Q (13263.920000 sec): 3 clusters
  Score: Raw -16109868.815444 + Penalty 3846.460330 = -16106022.355113
  nChanged 36
		SP:Iteration 26Q (13264.180000 sec): 3 clusters
  Score: Raw -16109903.191933 + Penalty 3846.460330 = -16106056.731603
  nChanged 26
		SP:Iteration 27Q (13264.440000 sec): 3 clusters
  Score: Raw -16109926.741843 + Penalty 3846.460330 = -16106080.281513
  nChanged 19
		SP:Iteration 28Q (13264.690000 sec): 3 clusters
  Score: Raw -16109942.414613 + Penalty 3846.460330 = -16106095.954282
  nChanged 11
		SP:Iteration 29Q (13264.950000 sec): 3 clusters
  Score: Raw -16109952.824574 + Penalty 3846.460330 = -16106106.364244
  nChanged 10
		SP:Iteration 30Q (13265.200000 sec): 3 clusters
  Score: Raw -16109959.545224 + Penalty 3846.460330 = -16106113.084894
  nChanged 10
		SP:Iteration 31Q (13265.460000 sec): 3 clusters
  Score: Raw -16109966.259634 + Penalty 3846.460330 = -16106119.799304
  nChanged 9
		SP:Iteration 32Q (13265.720000 sec): 3 clusters
  Score: Raw -16109974.721119 + Penalty 3846.460330 = -16106128.260788
  nChanged 10
		SP:Iteration 33Q (13265.970000 sec): 3 clusters
  Score: Raw -16109984.435760 + Penalty 3846.460330 = -16106137.975430
  nChanged 7
		SP:Iteration 34Q (13266.220000 sec): 3 clusters
  Score: Raw -16109988.444543 + Penalty 3846.460330 = -16106141.984212
  nChanged 6
		SP:Iteration 35Q (13266.480000 sec): 3 clusters
  Score: Raw -16109993.795569 + Penalty 3846.460330 = -16106147.335238
  nChanged 4
		SP:Iteration 36Q (13266.720000 sec): 3 clusters
  Score: Raw -16109997.652279 + Penalty 3846.460330 = -16106151.191949
  nChanged 5
		SP:Iteration 37Q (13266.980000 sec): 3 clusters
  Score: Raw -16110001.857019 + Penalty 3846.460330 = -16106155.396689
  nChanged 0
		SP:Iteration 38F (13267.340000 sec): 3 clusters
  Score: Raw -16110001.857019 + Penalty 3846.460330 = -16106155.396689
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (2478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13267.410000 sec): 2 clusters
  Score: Raw -235344.204597 + Penalty 1269.971148 = -234074.233449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13267.420000 sec): 3 clusters
  Score: Raw -234294.963309 + Penalty 2539.942295 = -231755.021014
  nChanged 921
		SP:Iteration 1F (13267.420000 sec): 3 clusters
  Score: Raw -234973.432294 + Penalty 2539.942295 = -232433.489999
  nChanged 253
		SP:Iteration 2F (13267.430000 sec): 3 clusters
  Score: Raw -235326.812825 + Penalty 2539.942295 = -232786.870530
  nChanged 214
		SP:Iteration 3F (13267.430000 sec): 3 clusters
  Score: Raw -235664.856054 + Penalty 2539.942295 = -233124.913759
  nChanged 188
		SP:Iteration 4F (13267.440000 sec): 3 clusters
  Score: Raw -235947.539620 + Penalty 2539.942295 = -233407.597325
  nChanged 134
		SP:Iteration 5F (13267.450000 sec): 3 clusters
  Score: Raw -236084.445257 + Penalty 2539.942295 = -233544.502962
  nChanged 84
		SP:Iteration 6Q (13267.450000 sec): 3 clusters
  Score: Raw -236169.096026 + Penalty 2539.942295 = -233629.153730
  nChanged 56
		SP:Iteration 7Q (13267.460000 sec): 3 clusters
  Score: Raw -236215.764755 + Penalty 2539.942295 = -233675.822460
  nChanged 42
		SP:Iteration 8Q (13267.460000 sec): 3 clusters
  Score: Raw -236245.157467 + Penalty 2539.942295 = -233705.215172
  nChanged 30
		SP:Iteration 9Q (13267.470000 sec): 3 clusters
  Score: Raw -236263.963511 + Penalty 2539.942295 = -233724.021216
  nChanged 28
		SP:Iteration 10Q (13267.480000 sec): 3 clusters
  Score: Raw -236280.892930 + Penalty 2539.942295 = -233740.950635
  nChanged 22
		SP:Iteration 11Q (13267.480000 sec): 3 clusters
  Score: Raw -236293.123384 + Penalty 2539.942295 = -233753.181089
  nChanged 18
		SP:Iteration 12Q (13267.480000 sec): 3 clusters
  Score: Raw -236301.184474 + Penalty 2539.942295 = -233761.242178
  nChanged 9
		SP:Iteration 13Q (13267.490000 sec): 3 clusters
  Score: Raw -236306.331259 + Penalty 2539.942295 = -233766.388964
  nChanged 10
		SP:Iteration 14Q (13267.500000 sec): 3 clusters
  Score: Raw -236311.216767 + Penalty 2539.942295 = -233771.274471
  nChanged 9
		SP:Iteration 15Q (13267.500000 sec): 3 clusters
  Score: Raw -236316.915219 + Penalty 2539.942295 = -233776.972923
  nChanged 11
		SP:Iteration 16Q (13267.510000 sec): 3 clusters
  Score: Raw -236322.896409 + Penalty 2539.942295 = -233782.954114
  nChanged 11
		SP:Iteration 17Q (13267.510000 sec): 3 clusters
  Score: Raw -236330.578547 + Penalty 2539.942295 = -233790.636252
  nChanged 12
		SP:Iteration 18Q (13267.520000 sec): 3 clusters
  Score: Raw -236338.408908 + Penalty 2539.942295 = -233798.466612
  nChanged 12
		SP:Iteration 19Q (13267.520000 sec): 3 clusters
  Score: Raw -236343.974639 + Penalty 2539.942295 = -233804.032344
  nChanged 16
		SP:Iteration 20F (13267.530000 sec): 3 clusters
  Score: Raw -236352.818906 + Penalty 2539.942295 = -233812.876611
  nChanged 13
		SP:Iteration 21Q (13267.540000 sec): 3 clusters
  Score: Raw -236358.255536 + Penalty 2539.942295 = -233818.313240
  nChanged 7
		SP:Iteration 22Q (13267.540000 sec): 3 clusters
  Score: Raw -236360.244711 + Penalty 2539.942295 = -233820.302416
  nChanged 2
		SP:Iteration 23Q (13267.550000 sec): 3 clusters
  Score: Raw -236360.806012 + Penalty 2539.942295 = -233820.863717
  nChanged 0
		SP:Iteration 24F (13267.550000 sec): 3 clusters
  Score: Raw -236360.806012 + Penalty 2539.942295 = -233820.863717
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13267.560000 sec): 2 clusters
  Score: Raw -173693.340295 + Penalty 1200.703741 = -172492.636555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13267.570000 sec): 3 clusters
  Score: Raw -173031.152072 + Penalty 2401.407482 = -170629.744591
  nChanged 554
		SP:Iteration 1F (13267.570000 sec): 3 clusters
  Score: Raw -173470.093721 + Penalty 2401.407482 = -171068.686240
  nChanged 139
		SP:Iteration 2F (13267.580000 sec): 3 clusters
  Score: Raw -173649.416224 + Penalty 2401.407482 = -171248.008743
  nChanged 106
		SP:Iteration 3F (13267.580000 sec): 3 clusters
  Score: Raw -173826.321015 + Penalty 2401.407482 = -171424.913534
  nChanged 104
		SP:Iteration 4F (13267.580000 sec): 3 clusters
  Score: Raw -174025.390690 + Penalty 2401.407482 = -171623.983208
  nChanged 115
		SP:Iteration 5F (13267.590000 sec): 3 clusters
  Score: Raw -174227.962145 + Penalty 2401.407482 = -171826.554663
  nChanged 83
		SP:Iteration 6F (13267.590000 sec): 3 clusters
  Score: Raw -174360.090962 + Penalty 2401.407482 = -171958.683480
  nChanged 83
		SP:Iteration 7F (13267.600000 sec): 3 clusters
  Score: Raw -174469.140803 + Penalty 2401.407482 = -172067.733321
  nChanged 64
		SP:Iteration 8Q (13267.600000 sec): 3 clusters
  Score: Raw -174529.867224 + Penalty 2401.407482 = -172128.459743
  nChanged 31
		SP:Iteration 9Q (13267.600000 sec): 3 clusters
  Score: Raw -174554.440190 + Penalty 2401.407482 = -172153.032708
  nChanged 26
		SP:Iteration 10Q (13267.600000 sec): 3 clusters
  Score: Raw -174573.675189 + Penalty 2401.407482 = -172172.267707
  nChanged 17
		SP:Iteration 11Q (13267.610000 sec): 3 clusters
  Score: Raw -174588.477359 + Penalty 2401.407482 = -172187.069877
  nChanged 11
		SP:Iteration 12Q (13267.610000 sec): 3 clusters
  Score: Raw -174596.730860 + Penalty 2401.407482 = -172195.323378
  nChanged 9
		SP:Iteration 13Q (13267.620000 sec): 3 clusters
  Score: Raw -174602.365027 + Penalty 2401.407482 = -172200.957546
  nChanged 12
		SP:Iteration 14Q (13267.620000 sec): 3 clusters
  Score: Raw -174610.885973 + Penalty 2401.407482 = -172209.478491
  nChanged 7
		SP:Iteration 15Q (13267.620000 sec): 3 clusters
  Score: Raw -174613.657201 + Penalty 2401.407482 = -172212.249719
  nChanged 3
		SP:Iteration 16Q (13267.620000 sec): 3 clusters
  Score: Raw -174615.117993 + Penalty 2401.407482 = -172213.710512
  nChanged 3
		SP:Iteration 17Q (13267.630000 sec): 3 clusters
  Score: Raw -174617.578696 + Penalty 2401.407482 = -172216.171215
  nChanged 3
		SP:Iteration 18Q (13267.630000 sec): 3 clusters
  Score: Raw -174619.436367 + Penalty 2401.407482 = -172218.028885
  nChanged 0
		SP:Iteration 19F (13267.640000 sec): 3 clusters
  Score: Raw -174619.436367 + Penalty 2401.407482 = -172218.028885
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13267.660000 sec): 2 clusters
  Score: Raw -721616.603513 + Penalty 1425.750444 = -720190.853069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13267.680000 sec): 3 clusters
  Score: Raw -718165.892651 + Penalty 2851.500888 = -715314.391763
  nChanged 2658
		SP:Iteration 1F (13267.690000 sec): 3 clusters
  Score: Raw -719612.513637 + Penalty 2851.500888 = -716761.012749
  nChanged 400
		SP:Iteration 2F (13267.710000 sec): 3 clusters
  Score: Raw -719814.312971 + Penalty 2851.500888 = -716962.812083
  nChanged 359
		SP:Iteration 3F (13267.720000 sec): 3 clusters
  Score: Raw -719998.715489 + Penalty 2851.500888 = -717147.214602
  nChanged 305
		SP:Iteration 4Q (13267.740000 sec): 3 clusters
  Score: Raw -720160.426316 + Penalty 2851.500888 = -717308.925428
  nChanged 269
		SP:Iteration 5Q (13267.760000 sec): 3 clusters
  Score: Raw -720318.870362 + Penalty 2851.500888 = -717467.369474
  nChanged 260
		SP:Iteration 6Q (13267.770000 sec): 3 clusters
  Score: Raw -720442.406271 + Penalty 2851.500888 = -717590.905384
  nChanged 238
		SP:Iteration 7Q (13267.790000 sec): 3 clusters
  Score: Raw -720547.121242 + Penalty 2851.500888 = -717695.620355
  nChanged 222
		SP:Iteration 8Q (13267.800000 sec): 3 clusters
  Score: Raw -720651.904511 + Penalty 2851.500888 = -717800.403624
  nChanged 194
		SP:Iteration 9Q (13267.820000 sec): 3 clusters
  Score: Raw -720755.781924 + Penalty 2851.500888 = -717904.281037
  nChanged 192
		SP:Iteration 10Q (13267.840000 sec): 3 clusters
  Score: Raw -720848.505261 + Penalty 2851.500888 = -717997.004373
  nChanged 175
		SP:Iteration 11Q (13267.850000 sec): 3 clusters
  Score: Raw -720932.301609 + Penalty 2851.500888 = -718080.800721
  nChanged 176
		SP:Iteration 12Q (13267.870000 sec): 3 clusters
  Score: Raw -721008.066530 + Penalty 2851.500888 = -718156.565642
  nChanged 141
		SP:Iteration 13Q (13267.880000 sec): 3 clusters
  Score: Raw -721062.706636 + Penalty 2851.500888 = -718211.205748
  nChanged 120
		SP:Iteration 14Q (13267.900000 sec): 3 clusters
  Score: Raw -721108.785786 + Penalty 2851.500888 = -718257.284898
  nChanged 127
		SP:Iteration 15Q (13267.920000 sec): 3 clusters
  Score: Raw -721163.060868 + Penalty 2851.500888 = -718311.559981
  nChanged 121
		SP:Iteration 16Q (13267.930000 sec): 3 clusters
  Score: Raw -721219.282585 + Penalty 2851.500888 = -718367.781697
  nChanged 121
		SP:Iteration 17Q (13267.950000 sec): 3 clusters
  Score: Raw -721273.488807 + Penalty 2851.500888 = -718421.987919
  nChanged 125
		SP:Iteration 18Q (13267.960000 sec): 3 clusters
  Score: Raw -721331.846826 + Penalty 2851.500888 = -718480.345939
  nChanged 123
		SP:Iteration 19Q (13267.980000 sec): 3 clusters
  Score: Raw -721385.087005 + Penalty 2851.500888 = -718533.586118
  nChanged 127
		SP:Iteration 20F (13268.000000 sec): 3 clusters
  Score: Raw -721448.825036 + Penalty 2851.500888 = -718597.324149
  nChanged 126
		SP:Iteration 21Q (13268.010000 sec): 3 clusters
  Score: Raw -721497.986473 + Penalty 2851.500888 = -718646.485585
  nChanged 83
		SP:Iteration 22Q (13268.020000 sec): 3 clusters
  Score: Raw -721532.027451 + Penalty 2851.500888 = -718680.526564
  nChanged 83
		SP:Iteration 23Q (13268.040000 sec): 3 clusters
  Score: Raw -721562.601153 + Penalty 2851.500888 = -718711.100265
  nChanged 74
		SP:Iteration 24Q (13268.060000 sec): 3 clusters
  Score: Raw -721588.618255 + Penalty 2851.500888 = -718737.117367
  nChanged 65
		SP:Iteration 25Q (13268.070000 sec): 3 clusters
  Score: Raw -721609.746641 + Penalty 2851.500888 = -718758.245753
  nChanged 58
		SP:Iteration 26Q (13268.090000 sec): 3 clusters
  Score: Raw -721630.190479 + Penalty 2851.500888 = -718778.689591
  nChanged 40
		SP:Iteration 27Q (13268.100000 sec): 3 clusters
  Score: Raw -721643.116933 + Penalty 2851.500888 = -718791.616045
  nChanged 33
		SP:Iteration 28Q (13268.120000 sec): 3 clusters
  Score: Raw -721655.170609 + Penalty 2851.500888 = -718803.669721
  nChanged 35
		SP:Iteration 29Q (13268.130000 sec): 3 clusters
  Score: Raw -721670.806966 + Penalty 2851.500888 = -718819.306078
  nChanged 49
		SP:Iteration 30Q (13268.150000 sec): 3 clusters
  Score: Raw -721693.481611 + Penalty 2851.500888 = -718841.980723
  nChanged 60
		SP:Iteration 31Q (13268.160000 sec): 3 clusters
  Score: Raw -721741.486560 + Penalty 2851.500888 = -718889.985673
  nChanged 91
		SP:Iteration 32Q (13268.180000 sec): 3 clusters
  Score: Raw -721822.900295 + Penalty 2851.500888 = -718971.399407
  nChanged 113
		SP:Iteration 33Q (13268.190000 sec): 3 clusters
  Score: Raw -721948.166571 + Penalty 2851.500888 = -719096.665683
  nChanged 135
		SP:Iteration 34Q (13268.210000 sec): 3 clusters
  Score: Raw -722094.647826 + Penalty 2851.500888 = -719243.146938
  nChanged 133
		SP:Iteration 35Q (13268.220000 sec): 3 clusters
  Score: Raw -722225.426845 + Penalty 2851.500888 = -719373.925957
  nChanged 122
		SP:Iteration 36Q (13268.230000 sec): 3 clusters
  Score: Raw -722324.884663 + Penalty 2851.500888 = -719473.383775
  nChanged 116
		SP:Iteration 37Q (13268.250000 sec): 3 clusters
  Score: Raw -722404.095517 + Penalty 2851.500888 = -719552.594629
  nChanged 85
		SP:Iteration 38Q (13268.260000 sec): 3 clusters
  Score: Raw -722456.822552 + Penalty 2851.500888 = -719605.321664
  nChanged 72
		SP:Iteration 39Q (13268.280000 sec): 3 clusters
  Score: Raw -722491.327723 + Penalty 2851.500888 = -719639.826835
  nChanged 57
		SP:Iteration 40F (13268.290000 sec): 3 clusters
  Score: Raw -722515.216758 + Penalty 2851.500888 = -719663.715870
  nChanged 43
		SP:Iteration 41Q (13268.310000 sec): 3 clusters
  Score: Raw -722535.090223 + Penalty 2851.500888 = -719683.589336
  nChanged 38
		SP:Iteration 42Q (13268.320000 sec): 3 clusters
  Score: Raw -722550.305141 + Penalty 2851.500888 = -719698.804254
  nChanged 26
		SP:Iteration 43Q (13268.330000 sec): 3 clusters
  Score: Raw -722557.181758 + Penalty 2851.500888 = -719705.680870
  nChanged 21
		SP:Iteration 44Q (13268.350000 sec): 3 clusters
  Score: Raw -722564.047109 + Penalty 2851.500888 = -719712.546221
  nChanged 21
		SP:Iteration 45Q (13268.360000 sec): 3 clusters
  Score: Raw -722571.186192 + Penalty 2851.500888 = -719719.685304
  nChanged 12
		SP:Iteration 46Q (13268.370000 sec): 3 clusters
  Score: Raw -722573.837230 + Penalty 2851.500888 = -719722.336343
  nChanged 10
		SP:Iteration 47Q (13268.390000 sec): 3 clusters
  Score: Raw -722575.714992 + Penalty 2851.500888 = -719724.214104
  nChanged 3
		SP:Iteration 48Q (13268.400000 sec): 3 clusters
  Score: Raw -722576.361952 + Penalty 2851.500888 = -719724.861065
  nChanged 3
		SP:Iteration 49Q (13268.410000 sec): 3 clusters
  Score: Raw -722577.013176 + Penalty 2851.500888 = -719725.512288
  nChanged 6
		SP:Iteration 50Q (13268.430000 sec): 3 clusters
  Score: Raw -722578.691234 + Penalty 2851.500888 = -719727.190346
  nChanged 9
		SP:Iteration 51Q (13268.440000 sec): 3 clusters
  Score: Raw -722581.402521 + Penalty 2851.500888 = -719729.901633
  nChanged 10
		SP:Iteration 52Q (13268.450000 sec): 3 clusters
  Score: Raw -722583.433795 + Penalty 2851.500888 = -719731.932907
  nChanged 8
		SP:Iteration 53Q (13268.470000 sec): 3 clusters
  Score: Raw -722584.859578 + Penalty 2851.500888 = -719733.358690
  nChanged 4
		SP:Iteration 54Q (13268.480000 sec): 3 clusters
  Score: Raw -722585.327199 + Penalty 2851.500888 = -719733.826311
  nChanged 3
		SP:Iteration 55Q (13268.490000 sec): 3 clusters
  Score: Raw -722585.835305 + Penalty 2851.500888 = -719734.334417
  nChanged 4
		SP:Iteration 56Q (13268.510000 sec): 3 clusters
  Score: Raw -722586.537979 + Penalty 2851.500888 = -719735.037091
  nChanged 6
		SP:Iteration 57Q (13268.520000 sec): 3 clusters
  Score: Raw -722587.651917 + Penalty 2851.500888 = -719736.151029
  nChanged 6
		SP:Iteration 58Q (13268.530000 sec): 3 clusters
  Score: Raw -722588.579127 + Penalty 2851.500888 = -719737.078239
  nChanged 4
		SP:Iteration 59Q (13268.550000 sec): 3 clusters
  Score: Raw -722589.395469 + Penalty 2851.500888 = -719737.894581
  nChanged 2
		SP:Iteration 60F (13268.560000 sec): 3 clusters
  Score: Raw -722589.726813 + Penalty 2851.500888 = -719738.225925
  nChanged 2
		SP:Iteration 61Q (13268.580000 sec): 3 clusters
  Score: Raw -722590.017492 + Penalty 2851.500888 = -719738.516604
  nChanged 2
		SP:Iteration 62Q (13268.590000 sec): 3 clusters
  Score: Raw -722590.339288 + Penalty 2851.500888 = -719738.838400
  nChanged 3
		SP:Iteration 63Q (13268.610000 sec): 3 clusters
  Score: Raw -722590.661507 + Penalty 2851.500888 = -719739.160619
  nChanged 1
		SP:Iteration 64Q (13268.620000 sec): 3 clusters
  Score: Raw -722590.945754 + Penalty 2851.500888 = -719739.444867
  nChanged 0
		SP:Iteration 65F (13268.630000 sec): 3 clusters
  Score: Raw -722590.945754 + Penalty 2851.500888 = -719739.444867
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13268.660000 sec): 2 clusters
  Score: Raw -854142.480655 + Penalty 1456.221985 = -852686.258671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13268.680000 sec): 3 clusters
  Score: Raw -849925.481456 + Penalty 2912.443970 = -847013.037486
  nChanged 3329
		SP:Iteration 1F (13268.700000 sec): 3 clusters
  Score: Raw -852003.897113 + Penalty 2912.443970 = -849091.453143
  nChanged 665
		SP:Iteration 2F (13268.720000 sec): 3 clusters
  Score: Raw -852434.173364 + Penalty 2912.443970 = -849521.729394
  nChanged 541
		SP:Iteration 3F (13268.740000 sec): 3 clusters
  Score: Raw -852791.215468 + Penalty 2912.443970 = -849878.771498
  nChanged 470
		SP:Iteration 4F (13268.760000 sec): 3 clusters
  Score: Raw -853083.835864 + Penalty 2912.443970 = -850171.391895
  nChanged 413
		SP:Iteration 5F (13268.770000 sec): 3 clusters
  Score: Raw -853348.047204 + Penalty 2912.443970 = -850435.603235
  nChanged 348
		SP:Iteration 6Q (13268.790000 sec): 3 clusters
  Score: Raw -853535.339947 + Penalty 2912.443970 = -850622.895978
  nChanged 275
		SP:Iteration 7Q (13268.820000 sec): 3 clusters
  Score: Raw -853670.078021 + Penalty 2912.443970 = -850757.634051
  nChanged 249
		SP:Iteration 8Q (13268.840000 sec): 3 clusters
  Score: Raw -853777.535402 + Penalty 2912.443970 = -850865.091433
  nChanged 208
		SP:Iteration 9Q (13268.850000 sec): 3 clusters
  Score: Raw -853875.370230 + Penalty 2912.443970 = -850962.926261
  nChanged 186
		SP:Iteration 10Q (13268.870000 sec): 3 clusters
  Score: Raw -853955.221676 + Penalty 2912.443970 = -851042.777707
  nChanged 151
		SP:Iteration 11Q (13268.890000 sec): 3 clusters
  Score: Raw -854017.324501 + Penalty 2912.443970 = -851104.880531
  nChanged 149
		SP:Iteration 12Q (13268.910000 sec): 3 clusters
  Score: Raw -854077.848823 + Penalty 2912.443970 = -851165.404853
  nChanged 131
		SP:Iteration 13Q (13268.930000 sec): 3 clusters
  Score: Raw -854128.684018 + Penalty 2912.443970 = -851216.240049
  nChanged 112
		SP:Iteration 14Q (13268.950000 sec): 3 clusters
  Score: Raw -854167.894668 + Penalty 2912.443970 = -851255.450698
  nChanged 102
		SP:Iteration 15Q (13268.970000 sec): 3 clusters
  Score: Raw -854201.990103 + Penalty 2912.443970 = -851289.546134
  nChanged 89
		SP:Iteration 16Q (13268.990000 sec): 3 clusters
  Score: Raw -854235.858157 + Penalty 2912.443970 = -851323.414188
  nChanged 106
		SP:Iteration 17Q (13269.010000 sec): 3 clusters
  Score: Raw -854284.754424 + Penalty 2912.443970 = -851372.310454
  nChanged 112
		SP:Iteration 18Q (13269.030000 sec): 3 clusters
  Score: Raw -854324.608432 + Penalty 2912.443970 = -851412.164462
  nChanged 81
		SP:Iteration 19Q (13269.050000 sec): 3 clusters
  Score: Raw -854354.129058 + Penalty 2912.443970 = -851441.685089
  nChanged 78
		SP:Iteration 20F (13269.060000 sec): 3 clusters
  Score: Raw -854382.687371 + Penalty 2912.443970 = -851470.243401
  nChanged 59
		SP:Iteration 21Q (13269.080000 sec): 3 clusters
  Score: Raw -854400.467327 + Penalty 2912.443970 = -851488.023358
  nChanged 51
		SP:Iteration 22Q (13269.100000 sec): 3 clusters
  Score: Raw -854417.093767 + Penalty 2912.443970 = -851504.649797
  nChanged 52
		SP:Iteration 23Q (13269.120000 sec): 3 clusters
  Score: Raw -854435.288102 + Penalty 2912.443970 = -851522.844132
  nChanged 48
		SP:Iteration 24Q (13269.140000 sec): 3 clusters
  Score: Raw -854450.563812 + Penalty 2912.443970 = -851538.119842
  nChanged 49
		SP:Iteration 25Q (13269.150000 sec): 3 clusters
  Score: Raw -854466.226675 + Penalty 2912.443970 = -851553.782706
  nChanged 37
		SP:Iteration 26Q (13269.170000 sec): 3 clusters
  Score: Raw -854484.405019 + Penalty 2912.443970 = -851571.961050
  nChanged 45
		SP:Iteration 27Q (13269.190000 sec): 3 clusters
  Score: Raw -854509.446440 + Penalty 2912.443970 = -851597.002471
  nChanged 48
		SP:Iteration 28Q (13269.210000 sec): 3 clusters
  Score: Raw -854542.340595 + Penalty 2912.443970 = -851629.896625
  nChanged 50
		SP:Iteration 29Q (13269.230000 sec): 3 clusters
  Score: Raw -854566.782642 + Penalty 2912.443970 = -851654.338672
  nChanged 52
		SP:Iteration 30Q (13269.250000 sec): 3 clusters
  Score: Raw -854591.977114 + Penalty 2912.443970 = -851679.533144
  nChanged 39
		SP:Iteration 31Q (13269.260000 sec): 3 clusters
  Score: Raw -854605.750658 + Penalty 2912.443970 = -851693.306689
  nChanged 44
		SP:Iteration 32Q (13269.280000 sec): 3 clusters
  Score: Raw -854620.348995 + Penalty 2912.443970 = -851707.905025
  nChanged 43
		SP:Iteration 33Q (13269.300000 sec): 3 clusters
  Score: Raw -854634.749352 + Penalty 2912.443970 = -851722.305382
  nChanged 37
		SP:Iteration 34Q (13269.320000 sec): 3 clusters
  Score: Raw -854648.946599 + Penalty 2912.443970 = -851736.502629
  nChanged 45
		SP:Iteration 35Q (13269.330000 sec): 3 clusters
  Score: Raw -854664.722788 + Penalty 2912.443970 = -851752.278818
  nChanged 45
		SP:Iteration 36Q (13269.350000 sec): 3 clusters
  Score: Raw -854680.428633 + Penalty 2912.443970 = -851767.984663
  nChanged 33
		SP:Iteration 37Q (13269.370000 sec): 3 clusters
  Score: Raw -854687.640756 + Penalty 2912.443970 = -851775.196787
  nChanged 28
		SP:Iteration 38Q (13269.390000 sec): 3 clusters
  Score: Raw -854693.531595 + Penalty 2912.443970 = -851781.087625
  nChanged 26
		SP:Iteration 39Q (13269.400000 sec): 3 clusters
  Score: Raw -854697.945307 + Penalty 2912.443970 = -851785.501338
  nChanged 19
		SP:Iteration 40F (13269.420000 sec): 3 clusters
  Score: Raw -854701.652467 + Penalty 2912.443970 = -851789.208497
  nChanged 14
		SP:Iteration 41Q (13269.440000 sec): 3 clusters
  Score: Raw -854704.077087 + Penalty 2912.443970 = -851791.633117
  nChanged 11
		SP:Iteration 42Q (13269.460000 sec): 3 clusters
  Score: Raw -854706.264012 + Penalty 2912.443970 = -851793.820042
  nChanged 12
		SP:Iteration 43Q (13269.480000 sec): 3 clusters
  Score: Raw -854707.930722 + Penalty 2912.443970 = -851795.486752
  nChanged 8
		SP:Iteration 44Q (13269.490000 sec): 3 clusters
  Score: Raw -854709.284681 + Penalty 2912.443970 = -851796.840712
  nChanged 8
		SP:Iteration 45Q (13269.510000 sec): 3 clusters
  Score: Raw -854710.331130 + Penalty 2912.443970 = -851797.887161
  nChanged 5
		SP:Iteration 46Q (13269.530000 sec): 3 clusters
  Score: Raw -854710.943651 + Penalty 2912.443970 = -851798.499681
  nChanged 2
		SP:Iteration 47Q (13269.550000 sec): 3 clusters
  Score: Raw -854711.112209 + Penalty 2912.443970 = -851798.668239
  nChanged 1
		SP:Iteration 48Q (13269.560000 sec): 3 clusters
  Score: Raw -854711.219722 + Penalty 2912.443970 = -851798.775753
  nChanged 1
		SP:Iteration 49Q (13269.580000 sec): 3 clusters
  Score: Raw -854711.347160 + Penalty 2912.443970 = -851798.903190
  nChanged 3
		SP:Iteration 50Q (13269.600000 sec): 3 clusters
  Score: Raw -854711.619723 + Penalty 2912.443970 = -851799.175753
  nChanged 3
		SP:Iteration 51Q (13269.620000 sec): 3 clusters
  Score: Raw -854712.143288 + Penalty 2912.443970 = -851799.699319
  nChanged 2
		SP:Iteration 52Q (13269.630000 sec): 3 clusters
  Score: Raw -854712.358197 + Penalty 2912.443970 = -851799.914228
  nChanged 4
		SP:Iteration 53Q (13269.650000 sec): 3 clusters
  Score: Raw -854712.879165 + Penalty 2912.443970 = -851800.435196
  nChanged 4
		SP:Iteration 54Q (13269.670000 sec): 3 clusters
  Score: Raw -854713.230418 + Penalty 2912.443970 = -851800.786448
  nChanged 2
		SP:Iteration 55Q (13269.690000 sec): 3 clusters
  Score: Raw -854713.449820 + Penalty 2912.443970 = -851801.005850
  nChanged 2
		SP:Iteration 56Q (13269.710000 sec): 3 clusters
  Score: Raw -854713.678641 + Penalty 2912.443970 = -851801.234672
  nChanged 4
		SP:Iteration 57Q (13269.720000 sec): 3 clusters
  Score: Raw -854714.095048 + Penalty 2912.443970 = -851801.651078
  nChanged 3
		SP:Iteration 58Q (13269.740000 sec): 3 clusters
  Score: Raw -854714.578156 + Penalty 2912.443970 = -851802.134187
  nChanged 8
		SP:Iteration 59Q (13269.760000 sec): 3 clusters
  Score: Raw -854715.653352 + Penalty 2912.443970 = -851803.209383
  nChanged 4
		SP:Iteration 60F (13269.780000 sec): 3 clusters
  Score: Raw -854716.263934 + Penalty 2912.443970 = -851803.819965
  nChanged 3
		SP:Iteration 61Q (13269.800000 sec): 3 clusters
  Score: Raw -854716.764058 + Penalty 2912.443970 = -851804.320088
  nChanged 5
		SP:Iteration 62Q (13269.810000 sec): 3 clusters
  Score: Raw -854717.339808 + Penalty 2912.443970 = -851804.895839
  nChanged 6
		SP:Iteration 63Q (13269.830000 sec): 3 clusters
  Score: Raw -854718.083169 + Penalty 2912.443970 = -851805.639199
  nChanged 7
		SP:Iteration 64Q (13269.850000 sec): 3 clusters
  Score: Raw -854719.228530 + Penalty 2912.443970 = -851806.784561
  nChanged 6
		SP:Iteration 65Q (13269.870000 sec): 3 clusters
  Score: Raw -854720.520152 + Penalty 2912.443970 = -851808.076182
  nChanged 5
		SP:Iteration 66Q (13269.890000 sec): 3 clusters
  Score: Raw -854721.385927 + Penalty 2912.443970 = -851808.941957
  nChanged 6
		SP:Iteration 67Q (13269.900000 sec): 3 clusters
  Score: Raw -854722.437821 + Penalty 2912.443970 = -851809.993851
  nChanged 5
		SP:Iteration 68Q (13269.920000 sec): 3 clusters
  Score: Raw -854723.520527 + Penalty 2912.443970 = -851811.076557
  nChanged 2
		SP:Iteration 69Q (13269.940000 sec): 3 clusters
  Score: Raw -854723.677724 + Penalty 2912.443970 = -851811.233754
  nChanged 0
		SP:Iteration 70F (13269.960000 sec): 3 clusters
  Score: Raw -854723.677724 + Penalty 2912.443970 = -851811.233754
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (1019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13269.970000 sec): 2 clusters
  Score: Raw -109097.458782 + Penalty 1125.568768 = -107971.890014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13269.970000 sec): 3 clusters
  Score: Raw -108767.316173 + Penalty 2251.137536 = -106516.178637
  nChanged 311
		SP:Iteration 1F (13269.970000 sec): 3 clusters
  Score: Raw -109065.618338 + Penalty 2251.137536 = -106814.480802
  nChanged 88
		SP:Iteration 2F (13269.970000 sec): 3 clusters
  Score: Raw -109157.442308 + Penalty 2251.137536 = -106906.304772
  nChanged 43
		SP:Iteration 3Q (13269.980000 sec): 3 clusters
  Score: Raw -109196.221345 + Penalty 2251.137536 = -106945.083810
  nChanged 26
		SP:Iteration 4Q (13269.980000 sec): 3 clusters
  Score: Raw -109215.826605 + Penalty 2251.137536 = -106964.689069
  nChanged 16
		SP:Iteration 5Q (13269.980000 sec): 3 clusters
  Score: Raw -109231.951209 + Penalty 2251.137536 = -106980.813673
  nChanged 20
		SP:Iteration 6Q (13269.990000 sec): 3 clusters
  Score: Raw -109249.737117 + Penalty 2251.137536 = -106998.599581
  nChanged 9
		SP:Iteration 7Q (13269.990000 sec): 3 clusters
  Score: Raw -109257.902290 + Penalty 2251.137536 = -107006.764755
  nChanged 12
		SP:Iteration 8Q (13269.990000 sec): 3 clusters
  Score: Raw -109269.967168 + Penalty 2251.137536 = -107018.829632
  nChanged 16
		SP:Iteration 9Q (13269.990000 sec): 3 clusters
  Score: Raw -109289.257538 + Penalty 2251.137536 = -107038.120002
  nChanged 19
		SP:Iteration 10Q (13269.990000 sec): 3 clusters
  Score: Raw -109313.542060 + Penalty 2251.137536 = -107062.404524
  nChanged 18
		SP:Iteration 11Q (13270.000000 sec): 3 clusters
  Score: Raw -109339.342069 + Penalty 2251.137536 = -107088.204533
  nChanged 27
		SP:Iteration 12Q (13270.000000 sec): 3 clusters
  Score: Raw -109390.592042 + Penalty 2251.137536 = -107139.454506
  nChanged 35
		SP:Iteration 13Q (13270.000000 sec): 3 clusters
  Score: Raw -109445.788235 + Penalty 2251.137536 = -107194.650699
  nChanged 39
		SP:Iteration 14Q (13270.010000 sec): 3 clusters
  Score: Raw -109511.328640 + Penalty 2251.137536 = -107260.191104
  nChanged 34
		SP:Iteration 15Q (13270.010000 sec): 3 clusters
  Score: Raw -109567.145413 + Penalty 2251.137536 = -107316.007877
  nChanged 25
		SP:Iteration 16Q (13270.010000 sec): 3 clusters
  Score: Raw -109600.963355 + Penalty 2251.137536 = -107349.825819
  nChanged 23
		SP:Iteration 17Q (13270.010000 sec): 3 clusters
  Score: Raw -109632.684379 + Penalty 2251.137536 = -107381.546843
  nChanged 14
		SP:Iteration 18Q (13270.010000 sec): 3 clusters
  Score: Raw -109651.176663 + Penalty 2251.137536 = -107400.039127
  nChanged 12
		SP:Iteration 19Q (13270.020000 sec): 3 clusters
  Score: Raw -109671.033838 + Penalty 2251.137536 = -107419.896302
  nChanged 11
		SP:Iteration 20F (13270.020000 sec): 3 clusters
  Score: Raw -109690.195508 + Penalty 2251.137536 = -107439.057972
  nChanged 10
		SP:Iteration 21Q (13270.020000 sec): 3 clusters
  Score: Raw -109704.759273 + Penalty 2251.137536 = -107453.621737
  nChanged 15
		SP:Iteration 22Q (13270.020000 sec): 3 clusters
  Score: Raw -109724.783556 + Penalty 2251.137536 = -107473.646020
  nChanged 14
		SP:Iteration 23Q (13270.030000 sec): 3 clusters
  Score: Raw -109742.402671 + Penalty 2251.137536 = -107491.265135
  nChanged 6
		SP:Iteration 24Q (13270.030000 sec): 3 clusters
  Score: Raw -109748.754989 + Penalty 2251.137536 = -107497.617453
  nChanged 3
		SP:Iteration 25Q (13270.030000 sec): 3 clusters
  Score: Raw -109752.176131 + Penalty 2251.137536 = -107501.038595
  nChanged 1
		SP:Iteration 26Q (13270.030000 sec): 3 clusters
  Score: Raw -109752.788565 + Penalty 2251.137536 = -107501.651029
  nChanged 0
		SP:Iteration 27F (13270.030000 sec): 3 clusters
  Score: Raw -109752.788565 + Penalty 2251.137536 = -107501.651029
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (30963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13270.130000 sec): 2 clusters
  Score: Raw -3641216.426762 + Penalty 1680.339086 = -3639536.087676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13270.220000 sec): 3 clusters
  Score: Raw -3622104.671201 + Penalty 3360.678172 = -3618743.993029
  nChanged 14317
		SP:Iteration 1F (13270.300000 sec): 3 clusters
  Score: Raw -3630234.547159 + Penalty 3360.678172 = -3626873.868986
  nChanged 1556
		SP:Iteration 2F (13270.380000 sec): 3 clusters
  Score: Raw -3630850.009688 + Penalty 3360.678172 = -3627489.331516
  nChanged 1565
		SP:Iteration 3F (13270.460000 sec): 3 clusters
  Score: Raw -3631560.725909 + Penalty 3360.678172 = -3628200.047737
  nChanged 1702
		SP:Iteration 4F (13270.550000 sec): 3 clusters
  Score: Raw -3632392.429662 + Penalty 3360.678172 = -3629031.751490
  nChanged 1682
		SP:Iteration 5F (13270.630000 sec): 3 clusters
  Score: Raw -3633279.297353 + Penalty 3360.678172 = -3629918.619181
  nChanged 1707
		SP:Iteration 6F (13270.710000 sec): 3 clusters
  Score: Raw -3634133.472245 + Penalty 3360.678172 = -3630772.794073
  nChanged 1509
		SP:Iteration 7Q (13270.790000 sec): 3 clusters
  Score: Raw -3634891.868354 + Penalty 3360.678172 = -3631531.190182
  nChanged 1463
		SP:Iteration 8Q (13270.880000 sec): 3 clusters
  Score: Raw -3635612.566926 + Penalty 3360.678172 = -3632251.888754
  nChanged 1337
		SP:Iteration 9Q (13270.960000 sec): 3 clusters
  Score: Raw -3636235.279633 + Penalty 3360.678172 = -3632874.601461
  nChanged 1193
		SP:Iteration 10Q (13271.040000 sec): 3 clusters
  Score: Raw -3636747.342260 + Penalty 3360.678172 = -3633386.664088
  nChanged 1064
		SP:Iteration 11Q (13271.130000 sec): 3 clusters
  Score: Raw -3637187.431986 + Penalty 3360.678172 = -3633826.753813
  nChanged 968
		SP:Iteration 12Q (13271.210000 sec): 3 clusters
  Score: Raw -3637562.624736 + Penalty 3360.678172 = -3634201.946563
  nChanged 792
		SP:Iteration 13Q (13271.290000 sec): 3 clusters
  Score: Raw -3637831.047071 + Penalty 3360.678172 = -3634470.368898
  nChanged 691
		SP:Iteration 14Q (13271.370000 sec): 3 clusters
  Score: Raw -3638032.443858 + Penalty 3360.678172 = -3634671.765686
  nChanged 561
		SP:Iteration 15Q (13271.450000 sec): 3 clusters
  Score: Raw -3638182.479243 + Penalty 3360.678172 = -3634821.801071
  nChanged 494
		SP:Iteration 16Q (13271.530000 sec): 3 clusters
  Score: Raw -3638296.494153 + Penalty 3360.678172 = -3634935.815981
  nChanged 427
		SP:Iteration 17Q (13271.610000 sec): 3 clusters
  Score: Raw -3638385.530033 + Penalty 3360.678172 = -3635024.851860
  nChanged 350
		SP:Iteration 18Q (13271.690000 sec): 3 clusters
  Score: Raw -3638454.463986 + Penalty 3360.678172 = -3635093.785813
  nChanged 298
		SP:Iteration 19Q (13271.770000 sec): 3 clusters
  Score: Raw -3638505.897782 + Penalty 3360.678172 = -3635145.219610
  nChanged 266
		SP:Iteration 20F (13271.850000 sec): 3 clusters
  Score: Raw -3638549.232365 + Penalty 3360.678172 = -3635188.554192
  nChanged 251
		SP:Iteration 21Q (13271.930000 sec): 3 clusters
  Score: Raw -3638590.998033 + Penalty 3360.678172 = -3635230.319860
  nChanged 263
		SP:Iteration 22Q (13272.000000 sec): 3 clusters
  Score: Raw -3638640.373966 + Penalty 3360.678172 = -3635279.695794
  nChanged 267
		SP:Iteration 23Q (13272.080000 sec): 3 clusters
  Score: Raw -3638687.538762 + Penalty 3360.678172 = -3635326.860590
  nChanged 279
		SP:Iteration 24Q (13272.160000 sec): 3 clusters
  Score: Raw -3638740.312088 + Penalty 3360.678172 = -3635379.633915
  nChanged 289
		SP:Iteration 25Q (13272.230000 sec): 3 clusters
  Score: Raw -3638797.611504 + Penalty 3360.678172 = -3635436.933332
  nChanged 299
		SP:Iteration 26Q (13272.310000 sec): 3 clusters
  Score: Raw -3638859.038127 + Penalty 3360.678172 = -3635498.359955
  nChanged 319
		SP:Iteration 27Q (13272.390000 sec): 3 clusters
  Score: Raw -3638927.168380 + Penalty 3360.678172 = -3635566.490208
  nChanged 322
		SP:Iteration 28Q (13272.460000 sec): 3 clusters
  Score: Raw -3638998.495843 + Penalty 3360.678172 = -3635637.817671
  nChanged 323
		SP:Iteration 29Q (13272.540000 sec): 3 clusters
  Score: Raw -3639071.998055 + Penalty 3360.678172 = -3635711.319883
  nChanged 349
		SP:Iteration 30Q (13272.610000 sec): 3 clusters
  Score: Raw -3639159.772147 + Penalty 3360.678172 = -3635799.093974
  nChanged 376
		SP:Iteration 31Q (13272.690000 sec): 3 clusters
  Score: Raw -3639258.856774 + Penalty 3360.678172 = -3635898.178602
  nChanged 383
		SP:Iteration 32Q (13272.760000 sec): 3 clusters
  Score: Raw -3639371.800494 + Penalty 3360.678172 = -3636011.122321
  nChanged 398
		SP:Iteration 33Q (13272.840000 sec): 3 clusters
  Score: Raw -3639491.886761 + Penalty 3360.678172 = -3636131.208589
  nChanged 393
		SP:Iteration 34Q (13272.910000 sec): 3 clusters
  Score: Raw -3639618.855064 + Penalty 3360.678172 = -3636258.176892
  nChanged 411
		SP:Iteration 35Q (13272.980000 sec): 3 clusters
  Score: Raw -3639755.713154 + Penalty 3360.678172 = -3636395.034982
  nChanged 419
		SP:Iteration 36Q (13273.050000 sec): 3 clusters
  Score: Raw -3639896.575698 + Penalty 3360.678172 = -3636535.897526
  nChanged 410
		SP:Iteration 37Q (13273.130000 sec): 3 clusters
  Score: Raw -3640035.968909 + Penalty 3360.678172 = -3636675.290737
  nChanged 411
		SP:Iteration 38Q (13273.200000 sec): 3 clusters
  Score: Raw -3640187.337708 + Penalty 3360.678172 = -3636826.659536
  nChanged 410
		SP:Iteration 39Q (13273.270000 sec): 3 clusters
  Score: Raw -3640352.377154 + Penalty 3360.678172 = -3636991.698982
  nChanged 392
		SP:Iteration 40F (13273.350000 sec): 3 clusters
  Score: Raw -3640512.361964 + Penalty 3360.678172 = -3637151.683791
  nChanged 352
		SP:Iteration 41Q (13273.420000 sec): 3 clusters
  Score: Raw -3640658.539445 + Penalty 3360.678172 = -3637297.861273
  nChanged 346
		SP:Iteration 42Q (13273.490000 sec): 3 clusters
  Score: Raw -3640815.771126 + Penalty 3360.678172 = -3637455.092954
  nChanged 304
		SP:Iteration 43Q (13273.550000 sec): 3 clusters
  Score: Raw -3640955.947757 + Penalty 3360.678172 = -3637595.269585
  nChanged 290
		SP:Iteration 44Q (13273.620000 sec): 3 clusters
  Score: Raw -3641101.176242 + Penalty 3360.678172 = -3637740.498070
  nChanged 255
		SP:Iteration 45Q (13273.690000 sec): 3 clusters
  Score: Raw -3641231.438470 + Penalty 3360.678172 = -3637870.760297
  nChanged 171
		SP:Iteration 46Q (13273.750000 sec): 3 clusters
  Score: Raw -3641306.633614 + Penalty 3360.678172 = -3637945.955441
  nChanged 132
		SP:Iteration 47Q (13273.810000 sec): 3 clusters
  Score: Raw -3641363.454986 + Penalty 3360.678172 = -3638002.776814
  nChanged 133
		SP:Iteration 48Q (13273.870000 sec): 3 clusters
  Score: Raw -3641410.429497 + Penalty 3360.678172 = -3638049.751325
  nChanged 85
		SP:Iteration 49Q (13273.940000 sec): 3 clusters
  Score: Raw -3641431.988995 + Penalty 3360.678172 = -3638071.310822
  nChanged 62
		SP:Iteration 50Q (13274.000000 sec): 3 clusters
  Score: Raw -3641448.435393 + Penalty 3360.678172 = -3638087.757221
  nChanged 57
		SP:Iteration 51Q (13274.070000 sec): 3 clusters
  Score: Raw -3641463.751815 + Penalty 3360.678172 = -3638103.073643
  nChanged 41
		SP:Iteration 52Q (13274.130000 sec): 3 clusters
  Score: Raw -3641473.570523 + Penalty 3360.678172 = -3638112.892350
  nChanged 41
		SP:Iteration 53Q (13274.190000 sec): 3 clusters
  Score: Raw -3641483.746497 + Penalty 3360.678172 = -3638123.068325
  nChanged 35
		SP:Iteration 54Q (13274.250000 sec): 3 clusters
  Score: Raw -3641492.927286 + Penalty 3360.678172 = -3638132.249114
  nChanged 43
		SP:Iteration 55Q (13274.310000 sec): 3 clusters
  Score: Raw -3641506.520524 + Penalty 3360.678172 = -3638145.842352
  nChanged 41
		SP:Iteration 56Q (13274.370000 sec): 3 clusters
  Score: Raw -3641518.760651 + Penalty 3360.678172 = -3638158.082478
  nChanged 38
		SP:Iteration 57Q (13274.430000 sec): 3 clusters
  Score: Raw -3641529.585537 + Penalty 3360.678172 = -3638168.907365
  nChanged 35
		SP:Iteration 58Q (13274.490000 sec): 3 clusters
  Score: Raw -3641539.971576 + Penalty 3360.678172 = -3638179.293404
  nChanged 25
		SP:Iteration 59Q (13274.550000 sec): 3 clusters
  Score: Raw -3641548.777568 + Penalty 3360.678172 = -3638188.099395
  nChanged 31
		SP:Iteration 60F (13274.630000 sec): 3 clusters
  Score: Raw -3641559.016273 + Penalty 3360.678172 = -3638198.338101
  nChanged 27
		SP:Iteration 61Q (13274.690000 sec): 3 clusters
  Score: Raw -3641568.876497 + Penalty 3360.678172 = -3638208.198325
  nChanged 33
		SP:Iteration 62Q (13274.750000 sec): 3 clusters
  Score: Raw -3641579.645011 + Penalty 3360.678172 = -3638218.966839
  nChanged 28
		SP:Iteration 63Q (13274.810000 sec): 3 clusters
  Score: Raw -3641587.249018 + Penalty 3360.678172 = -3638226.570846
  nChanged 22
		SP:Iteration 64Q (13274.860000 sec): 3 clusters
  Score: Raw -3641594.776090 + Penalty 3360.678172 = -3638234.097917
  nChanged 23
		SP:Iteration 65Q (13274.920000 sec): 3 clusters
  Score: Raw -3641601.530565 + Penalty 3360.678172 = -3638240.852392
  nChanged 19
		SP:Iteration 66Q (13274.980000 sec): 3 clusters
  Score: Raw -3641606.892701 + Penalty 3360.678172 = -3638246.214528
  nChanged 18
		SP:Iteration 67Q (13275.040000 sec): 3 clusters
  Score: Raw -3641611.941056 + Penalty 3360.678172 = -3638251.262884
  nChanged 14
		SP:Iteration 68Q (13275.100000 sec): 3 clusters
  Score: Raw -3641615.865925 + Penalty 3360.678172 = -3638255.187753
  nChanged 14
		SP:Iteration 69Q (13275.160000 sec): 3 clusters
  Score: Raw -3641620.110223 + Penalty 3360.678172 = -3638259.432051
  nChanged 18
		SP:Iteration 70Q (13275.220000 sec): 3 clusters
  Score: Raw -3641625.768556 + Penalty 3360.678172 = -3638265.090384
  nChanged 16
		SP:Iteration 71Q (13275.280000 sec): 3 clusters
  Score: Raw -3641631.361607 + Penalty 3360.678172 = -3638270.683435
  nChanged 15
		SP:Iteration 72Q (13275.330000 sec): 3 clusters
  Score: Raw -3641635.788955 + Penalty 3360.678172 = -3638275.110783
  nChanged 7
		SP:Iteration 73Q (13275.390000 sec): 3 clusters
  Score: Raw -3641638.066104 + Penalty 3360.678172 = -3638277.387932
  nChanged 8
		SP:Iteration 74Q (13275.450000 sec): 3 clusters
  Score: Raw -3641640.519670 + Penalty 3360.678172 = -3638279.841497
  nChanged 6
		SP:Iteration 75Q (13275.510000 sec): 3 clusters
  Score: Raw -3641641.865613 + Penalty 3360.678172 = -3638281.187441
  nChanged 2
		SP:Iteration 76Q (13275.570000 sec): 3 clusters
  Score: Raw -3641642.188324 + Penalty 3360.678172 = -3638281.510152
  nChanged 1
		SP:Iteration 77Q (13275.630000 sec): 3 clusters
  Score: Raw -3641642.616829 + Penalty 3360.678172 = -3638281.938656
  nChanged 3
		SP:Iteration 78Q (13275.690000 sec): 3 clusters
  Score: Raw -3641643.283649 + Penalty 3360.678172 = -3638282.605477
  nChanged 2
		SP:Iteration 79Q (13275.750000 sec): 3 clusters
  Score: Raw -3641643.710381 + Penalty 3360.678172 = -3638283.032208
  nChanged 4
		SP:Iteration 80F (13275.830000 sec): 3 clusters
  Score: Raw -3641644.670652 + Penalty 3360.678172 = -3638283.992480
  nChanged 3
		SP:Iteration 81Q (13275.890000 sec): 3 clusters
  Score: Raw -3641645.315171 + Penalty 3360.678172 = -3638284.636999
  nChanged 2
		SP:Iteration 82Q (13275.950000 sec): 3 clusters
  Score: Raw -3641645.995643 + Penalty 3360.678172 = -3638285.317471
  nChanged 3
		SP:Iteration 83Q (13276.000000 sec): 3 clusters
  Score: Raw -3641646.734526 + Penalty 3360.678172 = -3638286.056354
  nChanged 2
		SP:Iteration 84Q (13276.060000 sec): 3 clusters
  Score: Raw -3641647.109356 + Penalty 3360.678172 = -3638286.431184
  nChanged 1
		SP:Iteration 85Q (13276.120000 sec): 3 clusters
  Score: Raw -3641647.422304 + Penalty 3360.678172 = -3638286.744132
  nChanged 5
		SP:Iteration 86Q (13276.180000 sec): 3 clusters
  Score: Raw -3641648.666696 + Penalty 3360.678172 = -3638287.988524
  nChanged 5
		SP:Iteration 87Q (13276.240000 sec): 3 clusters
  Score: Raw -3641649.922413 + Penalty 3360.678172 = -3638289.244241
  nChanged 3
		SP:Iteration 88Q (13276.300000 sec): 3 clusters
  Score: Raw -3641651.092691 + Penalty 3360.678172 = -3638290.414518
  nChanged 4
		SP:Iteration 89Q (13276.350000 sec): 3 clusters
  Score: Raw -3641652.238637 + Penalty 3360.678172 = -3638291.560465
  nChanged 5
		SP:Iteration 90Q (13276.410000 sec): 3 clusters
  Score: Raw -3641653.035533 + Penalty 3360.678172 = -3638292.357361
  nChanged 4
		SP:Iteration 91Q (13276.470000 sec): 3 clusters
  Score: Raw -3641653.531056 + Penalty 3360.678172 = -3638292.852884
  nChanged 3
		SP:Iteration 92Q (13276.530000 sec): 3 clusters
  Score: Raw -3641654.334773 + Penalty 3360.678172 = -3638293.656600
  nChanged 4
		SP:Iteration 93Q (13276.590000 sec): 3 clusters
  Score: Raw -3641655.255150 + Penalty 3360.678172 = -3638294.576978
  nChanged 5
		SP:Iteration 94Q (13276.650000 sec): 3 clusters
  Score: Raw -3641656.881580 + Penalty 3360.678172 = -3638296.203408
  nChanged 6
		SP:Iteration 95Q (13276.710000 sec): 3 clusters
  Score: Raw -3641658.078478 + Penalty 3360.678172 = -3638297.400306
  nChanged 5
		SP:Iteration 96Q (13276.770000 sec): 3 clusters
  Score: Raw -3641659.431272 + Penalty 3360.678172 = -3638298.753100
  nChanged 3
		SP:Iteration 97Q (13276.830000 sec): 3 clusters
  Score: Raw -3641660.198435 + Penalty 3360.678172 = -3638299.520263
  nChanged 3
		SP:Iteration 98Q (13276.880000 sec): 3 clusters
  Score: Raw -3641660.782713 + Penalty 3360.678172 = -3638300.104540
  nChanged 1
		SP:Iteration 99Q (13276.940000 sec): 3 clusters
  Score: Raw -3641661.343173 + Penalty 3360.678172 = -3638300.665000
  nChanged 3
		SP:Iteration 100F (13277.020000 sec): 3 clusters
  Score: Raw -3641661.945089 + Penalty 3360.678172 = -3638301.266916
  nChanged 2
		SP:Iteration 101Q (13277.080000 sec): 3 clusters
  Score: Raw -3641662.176311 + Penalty 3360.678172 = -3638301.498139
  nChanged 1
		SP:Iteration 102Q (13277.140000 sec): 3 clusters
  Score: Raw -3641662.432536 + Penalty 3360.678172 = -3638301.754364
  nChanged 0
		SP:Iteration 103F (13277.220000 sec): 3 clusters
  Score: Raw -3641662.432536 + Penalty 3360.678172 = -3638301.754364
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13277.270000 sec): 2 clusters
  Score: Raw -1551934.779034 + Penalty 1546.048047 = -1550388.730987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13277.310000 sec): 3 clusters
  Score: Raw -1544118.492072 + Penalty 3092.096094 = -1541026.395978
  nChanged 5849
		SP:Iteration 1F (13277.340000 sec): 3 clusters
  Score: Raw -1547595.749082 + Penalty 3092.096094 = -1544503.652988
  nChanged 1093
		SP:Iteration 2F (13277.370000 sec): 3 clusters
  Score: Raw -1548452.999910 + Penalty 3092.096094 = -1545360.903816
  nChanged 1162
		SP:Iteration 3F (13277.410000 sec): 3 clusters
  Score: Raw -1549455.843177 + Penalty 3092.096094 = -1546363.747084
  nChanged 1156
		SP:Iteration 4F (13277.440000 sec): 3 clusters
  Score: Raw -1550515.319323 + Penalty 3092.096094 = -1547423.223229
  nChanged 977
		SP:Iteration 5F (13277.480000 sec): 3 clusters
  Score: Raw -1551500.605821 + Penalty 3092.096094 = -1548408.509727
  nChanged 828
		SP:Iteration 6F (13277.510000 sec): 3 clusters
  Score: Raw -1552344.326038 + Penalty 3092.096094 = -1549252.229944
  nChanged 555
		SP:Iteration 7Q (13277.550000 sec): 3 clusters
  Score: Raw -1552884.402190 + Penalty 3092.096094 = -1549792.306096
  nChanged 373
		SP:Iteration 8Q (13277.580000 sec): 3 clusters
  Score: Raw -1553143.006629 + Penalty 3092.096094 = -1550050.910535
  nChanged 225
		SP:Iteration 9Q (13277.610000 sec): 3 clusters
  Score: Raw -1553231.967135 + Penalty 3092.096094 = -1550139.871042
  nChanged 130
		SP:Iteration 10Q (13277.640000 sec): 3 clusters
  Score: Raw -1553268.025025 + Penalty 3092.096094 = -1550175.928932
  nChanged 71
		SP:Iteration 11Q (13277.670000 sec): 3 clusters
  Score: Raw -1553281.299347 + Penalty 3092.096094 = -1550189.203254
  nChanged 37
		SP:Iteration 12Q (13277.690000 sec): 3 clusters
  Score: Raw -1553287.756585 + Penalty 3092.096094 = -1550195.660491
  nChanged 29
		SP:Iteration 13Q (13277.730000 sec): 3 clusters
  Score: Raw -1553291.894742 + Penalty 3092.096094 = -1550199.798648
  nChanged 18
		SP:Iteration 14Q (13277.750000 sec): 3 clusters
  Score: Raw -1553294.026095 + Penalty 3092.096094 = -1550201.930001
  nChanged 8
		SP:Iteration 15Q (13277.780000 sec): 3 clusters
  Score: Raw -1553294.790320 + Penalty 3092.096094 = -1550202.694227
  nChanged 5
		SP:Iteration 16Q (13277.810000 sec): 3 clusters
  Score: Raw -1553295.306676 + Penalty 3092.096094 = -1550203.210582
  nChanged 4
		SP:Iteration 17Q (13277.840000 sec): 3 clusters
  Score: Raw -1553295.652787 + Penalty 3092.096094 = -1550203.556694
  nChanged 4
		SP:Iteration 18Q (13277.870000 sec): 3 clusters
  Score: Raw -1553296.058225 + Penalty 3092.096094 = -1550203.962132
  nChanged 5
		SP:Iteration 19Q (13277.900000 sec): 3 clusters
  Score: Raw -1553296.360130 + Penalty 3092.096094 = -1550204.264037
  nChanged 3
		SP:Iteration 20F (13277.930000 sec): 3 clusters
  Score: Raw -1553296.611440 + Penalty 3092.096094 = -1550204.515347
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13277.970000 sec): 2 clusters
  Score: Raw -1304451.511451 + Penalty 1516.555056 = -1302934.956395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13278.000000 sec): 3 clusters
  Score: Raw -1297996.058758 + Penalty 3033.110111 = -1294962.948647
  nChanged 4969
		SP:Iteration 1F (13278.030000 sec): 3 clusters
  Score: Raw -1300701.059116 + Penalty 3033.110111 = -1297667.949004
  nChanged 730
		SP:Iteration 2F (13278.050000 sec): 3 clusters
  Score: Raw -1301099.729736 + Penalty 3033.110111 = -1298066.619624
  nChanged 717
		SP:Iteration 3F (13278.080000 sec): 3 clusters
  Score: Raw -1301502.709936 + Penalty 3033.110111 = -1298469.599825
  nChanged 656
		SP:Iteration 4F (13278.110000 sec): 3 clusters
  Score: Raw -1301862.251232 + Penalty 3033.110111 = -1298829.141121
  nChanged 624
		SP:Iteration 5F (13278.140000 sec): 3 clusters
  Score: Raw -1302154.178080 + Penalty 3033.110111 = -1299121.067969
  nChanged 558
		SP:Iteration 6Q (13278.170000 sec): 3 clusters
  Score: Raw -1302412.773929 + Penalty 3033.110111 = -1299379.663818
  nChanged 488
		SP:Iteration 7Q (13278.200000 sec): 3 clusters
  Score: Raw -1302631.784597 + Penalty 3033.110111 = -1299598.674486
  nChanged 432
		SP:Iteration 8Q (13278.230000 sec): 3 clusters
  Score: Raw -1302835.142356 + Penalty 3033.110111 = -1299802.032245
  nChanged 437
		SP:Iteration 9Q (13278.250000 sec): 3 clusters
  Score: Raw -1303044.998818 + Penalty 3033.110111 = -1300011.888706
  nChanged 434
		SP:Iteration 10Q (13278.280000 sec): 3 clusters
  Score: Raw -1303251.735506 + Penalty 3033.110111 = -1300218.625394
  nChanged 401
		SP:Iteration 11Q (13278.310000 sec): 3 clusters
  Score: Raw -1303454.335266 + Penalty 3033.110111 = -1300421.225155
  nChanged 404
		SP:Iteration 12Q (13278.340000 sec): 3 clusters
  Score: Raw -1303651.352968 + Penalty 3033.110111 = -1300618.242857
  nChanged 352
		SP:Iteration 13Q (13278.370000 sec): 3 clusters
  Score: Raw -1303828.625471 + Penalty 3033.110111 = -1300795.515360
  nChanged 323
		SP:Iteration 14Q (13278.400000 sec): 3 clusters
  Score: Raw -1303985.533196 + Penalty 3033.110111 = -1300952.423085
  nChanged 285
		SP:Iteration 15Q (13278.430000 sec): 3 clusters
  Score: Raw -1304120.741039 + Penalty 3033.110111 = -1301087.630927
  nChanged 247
		SP:Iteration 16Q (13278.450000 sec): 3 clusters
  Score: Raw -1304227.010672 + Penalty 3033.110111 = -1301193.900561
  nChanged 179
		SP:Iteration 17Q (13278.490000 sec): 3 clusters
  Score: Raw -1304302.505922 + Penalty 3033.110111 = -1301269.395811
  nChanged 175
		SP:Iteration 18Q (13278.510000 sec): 3 clusters
  Score: Raw -1304382.844512 + Penalty 3033.110111 = -1301349.734401
  nChanged 144
		SP:Iteration 19Q (13278.540000 sec): 3 clusters
  Score: Raw -1304444.993908 + Penalty 3033.110111 = -1301411.883796
  nChanged 127
		SP:Iteration 20F (13278.570000 sec): 3 clusters
  Score: Raw -1304493.959326 + Penalty 3033.110111 = -1301460.849214
  nChanged 105
		SP:Iteration 21Q (13278.600000 sec): 3 clusters
  Score: Raw -1304535.119905 + Penalty 3033.110111 = -1301502.009793
  nChanged 83
		SP:Iteration 22Q (13278.630000 sec): 3 clusters
  Score: Raw -1304565.684862 + Penalty 3033.110111 = -1301532.574751
  nChanged 60
		SP:Iteration 23Q (13278.660000 sec): 3 clusters
  Score: Raw -1304591.955742 + Penalty 3033.110111 = -1301558.845630
  nChanged 58
		SP:Iteration 24Q (13278.690000 sec): 3 clusters
  Score: Raw -1304617.993272 + Penalty 3033.110111 = -1301584.883160
  nChanged 61
		SP:Iteration 25Q (13278.710000 sec): 3 clusters
  Score: Raw -1304646.738303 + Penalty 3033.110111 = -1301613.628191
  nChanged 58
		SP:Iteration 26Q (13278.750000 sec): 3 clusters
  Score: Raw -1304673.393328 + Penalty 3033.110111 = -1301640.283217
  nChanged 36
		SP:Iteration 27Q (13278.770000 sec): 3 clusters
  Score: Raw -1304689.968514 + Penalty 3033.110111 = -1301656.858402
  nChanged 37
		SP:Iteration 28Q (13278.800000 sec): 3 clusters
  Score: Raw -1304707.862602 + Penalty 3033.110111 = -1301674.752491
  nChanged 30
		SP:Iteration 29Q (13278.830000 sec): 3 clusters
  Score: Raw -1304722.097159 + Penalty 3033.110111 = -1301688.987048
  nChanged 25
		SP:Iteration 30Q (13278.860000 sec): 3 clusters
  Score: Raw -1304731.109125 + Penalty 3033.110111 = -1301697.999014
  nChanged 21
		SP:Iteration 31Q (13278.890000 sec): 3 clusters
  Score: Raw -1304740.897213 + Penalty 3033.110111 = -1301707.787102
  nChanged 23
		SP:Iteration 32Q (13278.910000 sec): 3 clusters
  Score: Raw -1304752.499196 + Penalty 3033.110111 = -1301719.389085
  nChanged 23
		SP:Iteration 33Q (13278.940000 sec): 3 clusters
  Score: Raw -1304763.325820 + Penalty 3033.110111 = -1301730.215709
  nChanged 25
		SP:Iteration 34Q (13278.970000 sec): 3 clusters
  Score: Raw -1304778.546792 + Penalty 3033.110111 = -1301745.436681
  nChanged 17
		SP:Iteration 35Q (13279.000000 sec): 3 clusters
  Score: Raw -1304785.518960 + Penalty 3033.110111 = -1301752.408848
  nChanged 5
		SP:Iteration 36Q (13279.030000 sec): 3 clusters
  Score: Raw -1304787.645623 + Penalty 3033.110111 = -1301754.535512
  nChanged 4
		SP:Iteration 37Q (13279.050000 sec): 3 clusters
  Score: Raw -1304789.295907 + Penalty 3033.110111 = -1301756.185796
  nChanged 2
		SP:Iteration 38Q (13279.080000 sec): 3 clusters
  Score: Raw -1304790.566886 + Penalty 3033.110111 = -1301757.456774
  nChanged 6
		SP:Iteration 39Q (13279.110000 sec): 3 clusters
  Score: Raw -1304792.564970 + Penalty 3033.110111 = -1301759.454858
  nChanged 1
		SP:Iteration 40F (13279.130000 sec): 3 clusters
  Score: Raw -1304793.270427 + Penalty 3033.110111 = -1301760.160315
  nChanged 2
		SP:Iteration 41Q (13279.160000 sec): 3 clusters
  Score: Raw -1304794.374204 + Penalty 3033.110111 = -1301761.264092
  nChanged 3
		SP:Iteration 42Q (13279.190000 sec): 3 clusters
  Score: Raw -1304796.292166 + Penalty 3033.110111 = -1301763.182055
  nChanged 5
		SP:Iteration 43Q (13279.210000 sec): 3 clusters
  Score: Raw -1304798.058524 + Penalty 3033.110111 = -1301764.948413
  nChanged 6
		SP:Iteration 44Q (13279.240000 sec): 3 clusters
  Score: Raw -1304800.471495 + Penalty 3033.110111 = -1301767.361384
  nChanged 1
		SP:Iteration 45Q (13279.270000 sec): 3 clusters
  Score: Raw -1304801.168605 + Penalty 3033.110111 = -1301768.058494
  nChanged 3
		SP:Iteration 46Q (13279.290000 sec): 3 clusters
  Score: Raw -1304802.705393 + Penalty 3033.110111 = -1301769.595282
  nChanged 4
		SP:Iteration 47Q (13279.320000 sec): 3 clusters
  Score: Raw -1304804.461832 + Penalty 3033.110111 = -1301771.351720
  nChanged 5
		SP:Iteration 48Q (13279.350000 sec): 3 clusters
  Score: Raw -1304807.830326 + Penalty 3033.110111 = -1301774.720215
  nChanged 4
		SP:Iteration 49Q (13279.370000 sec): 3 clusters
  Score: Raw -1304809.414669 + Penalty 3033.110111 = -1301776.304558
  nChanged 3
		SP:Iteration 50Q (13279.400000 sec): 3 clusters
  Score: Raw -1304811.009349 + Penalty 3033.110111 = -1301777.899237
  nChanged 4
		SP:Iteration 51Q (13279.430000 sec): 3 clusters
  Score: Raw -1304812.230883 + Penalty 3033.110111 = -1301779.120772
  nChanged 3
		SP:Iteration 52Q (13279.450000 sec): 3 clusters
  Score: Raw -1304813.192128 + Penalty 3033.110111 = -1301780.082017
  nChanged 2
		SP:Iteration 53Q (13279.480000 sec): 3 clusters
  Score: Raw -1304814.132991 + Penalty 3033.110111 = -1301781.022879
  nChanged 3
		SP:Iteration 54Q (13279.500000 sec): 3 clusters
  Score: Raw -1304816.864325 + Penalty 3033.110111 = -1301783.754214
  nChanged 4
		SP:Iteration 55Q (13279.530000 sec): 3 clusters
  Score: Raw -1304820.645236 + Penalty 3033.110111 = -1301787.535125
  nChanged 8
		SP:Iteration 56Q (13279.550000 sec): 3 clusters
  Score: Raw -1304825.601539 + Penalty 3033.110111 = -1301792.491428
  nChanged 8
		SP:Iteration 57Q (13279.580000 sec): 3 clusters
  Score: Raw -1304829.663111 + Penalty 3033.110111 = -1301796.553000
  nChanged 4
		SP:Iteration 58Q (13279.610000 sec): 3 clusters
  Score: Raw -1304831.352027 + Penalty 3033.110111 = -1301798.241916
  nChanged 6
		SP:Iteration 59Q (13279.630000 sec): 3 clusters
  Score: Raw -1304834.109897 + Penalty 3033.110111 = -1301800.999786
  nChanged 4
		SP:Iteration 60F (13279.660000 sec): 3 clusters
  Score: Raw -1304837.067916 + Penalty 3033.110111 = -1301803.957805
  nChanged 9
		SP:Iteration 61Q (13279.690000 sec): 3 clusters
  Score: Raw -1304840.869883 + Penalty 3033.110111 = -1301807.759771
  nChanged 8
		SP:Iteration 62Q (13279.710000 sec): 3 clusters
  Score: Raw -1304845.448808 + Penalty 3033.110111 = -1301812.338697
  nChanged 10
		SP:Iteration 63Q (13279.740000 sec): 3 clusters
  Score: Raw -1304852.513074 + Penalty 3033.110111 = -1301819.402963
  nChanged 7
		SP:Iteration 64Q (13279.760000 sec): 3 clusters
  Score: Raw -1304855.478046 + Penalty 3033.110111 = -1301822.367934
  nChanged 5
		SP:Iteration 65Q (13279.790000 sec): 3 clusters
  Score: Raw -1304856.810531 + Penalty 3033.110111 = -1301823.700419
  nChanged 4
		SP:Iteration 66Q (13279.810000 sec): 3 clusters
  Score: Raw -1304857.835278 + Penalty 3033.110111 = -1301824.725167
  nChanged 1
		SP:Iteration 67Q (13279.840000 sec): 3 clusters
  Score: Raw -1304858.422351 + Penalty 3033.110111 = -1301825.312240
  nChanged 1
		SP:Iteration 68Q (13279.870000 sec): 3 clusters
  Score: Raw -1304858.979454 + Penalty 3033.110111 = -1301825.869343
  nChanged 0
		SP:Iteration 69F (13279.890000 sec): 3 clusters
  Score: Raw -1304858.979454 + Penalty 3033.110111 = -1301825.869343
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13279.910000 sec): 2 clusters
  Score: Raw -617502.226409 + Penalty 1400.445135 = -616101.781274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13279.930000 sec): 3 clusters
  Score: Raw -614592.715556 + Penalty 2800.890271 = -611791.825285
  nChanged 2213
		SP:Iteration 1F (13279.940000 sec): 3 clusters
  Score: Raw -615919.064200 + Penalty 2800.890271 = -613118.173929
  nChanged 442
		SP:Iteration 2F (13279.950000 sec): 3 clusters
  Score: Raw -616225.030783 + Penalty 2800.890271 = -613424.140512
  nChanged 356
		SP:Iteration 3F (13279.970000 sec): 3 clusters
  Score: Raw -616492.091414 + Penalty 2800.890271 = -613691.201143
  nChanged 344
		SP:Iteration 4F (13279.980000 sec): 3 clusters
  Score: Raw -616754.867579 + Penalty 2800.890271 = -613953.977309
  nChanged 311
		SP:Iteration 5F (13280.000000 sec): 3 clusters
  Score: Raw -616988.028725 + Penalty 2800.890271 = -614187.138454
  nChanged 266
		SP:Iteration 6Q (13280.010000 sec): 3 clusters
  Score: Raw -617176.367897 + Penalty 2800.890271 = -614375.477626
  nChanged 204
		SP:Iteration 7Q (13280.020000 sec): 3 clusters
  Score: Raw -617324.446356 + Penalty 2800.890271 = -614523.556085
  nChanged 159
		SP:Iteration 8Q (13280.040000 sec): 3 clusters
  Score: Raw -617451.419818 + Penalty 2800.890271 = -614650.529547
  nChanged 134
		SP:Iteration 9Q (13280.050000 sec): 3 clusters
  Score: Raw -617553.935786 + Penalty 2800.890271 = -614753.045515
  nChanged 114
		SP:Iteration 10Q (13280.060000 sec): 3 clusters
  Score: Raw -617645.769237 + Penalty 2800.890271 = -614844.878966
  nChanged 82
		SP:Iteration 11Q (13280.070000 sec): 3 clusters
  Score: Raw -617722.522723 + Penalty 2800.890271 = -614921.632452
  nChanged 78
		SP:Iteration 12Q (13280.090000 sec): 3 clusters
  Score: Raw -617826.889661 + Penalty 2800.890271 = -615025.999390
  nChanged 79
		SP:Iteration 13Q (13280.100000 sec): 3 clusters
  Score: Raw -617911.444299 + Penalty 2800.890271 = -615110.554029
  nChanged 72
		SP:Iteration 14Q (13280.110000 sec): 3 clusters
  Score: Raw -617981.419512 + Penalty 2800.890271 = -615180.529241
  nChanged 65
		SP:Iteration 15Q (13280.120000 sec): 3 clusters
  Score: Raw -618028.174898 + Penalty 2800.890271 = -615227.284628
  nChanged 44
		SP:Iteration 16Q (13280.130000 sec): 3 clusters
  Score: Raw -618050.446583 + Penalty 2800.890271 = -615249.556312
  nChanged 31
		SP:Iteration 17Q (13280.140000 sec): 3 clusters
  Score: Raw -618064.596175 + Penalty 2800.890271 = -615263.705904
  nChanged 25
		SP:Iteration 18Q (13280.150000 sec): 3 clusters
  Score: Raw -618075.132708 + Penalty 2800.890271 = -615274.242437
  nChanged 22
		SP:Iteration 19Q (13280.170000 sec): 3 clusters
  Score: Raw -618083.035386 + Penalty 2800.890271 = -615282.145115
  nChanged 19
		SP:Iteration 20F (13280.180000 sec): 3 clusters
  Score: Raw -618090.733784 + Penalty 2800.890271 = -615289.843513
  nChanged 19
		SP:Iteration 21Q (13280.190000 sec): 3 clusters
  Score: Raw -618099.627108 + Penalty 2800.890271 = -615298.736838
  nChanged 19
		SP:Iteration 22Q (13280.200000 sec): 3 clusters
  Score: Raw -618106.444497 + Penalty 2800.890271 = -615305.554226
  nChanged 11
		SP:Iteration 23Q (13280.210000 sec): 3 clusters
  Score: Raw -618110.788304 + Penalty 2800.890271 = -615309.898033
  nChanged 16
		SP:Iteration 24Q (13280.220000 sec): 3 clusters
  Score: Raw -618116.488304 + Penalty 2800.890271 = -615315.598034
  nChanged 6
		SP:Iteration 25Q (13280.230000 sec): 3 clusters
  Score: Raw -618118.548685 + Penalty 2800.890271 = -615317.658415
  nChanged 5
		SP:Iteration 26Q (13280.240000 sec): 3 clusters
  Score: Raw -618120.676391 + Penalty 2800.890271 = -615319.786120
  nChanged 6
		SP:Iteration 27Q (13280.250000 sec): 3 clusters
  Score: Raw -618122.493321 + Penalty 2800.890271 = -615321.603051
  nChanged 7
		SP:Iteration 28Q (13280.270000 sec): 3 clusters
  Score: Raw -618124.761924 + Penalty 2800.890271 = -615323.871654
  nChanged 3
		SP:Iteration 29Q (13280.270000 sec): 3 clusters
  Score: Raw -618125.699733 + Penalty 2800.890271 = -615324.809463
  nChanged 2
		SP:Iteration 30Q (13280.290000 sec): 3 clusters
  Score: Raw -618126.159363 + Penalty 2800.890271 = -615325.269092
  nChanged 0
		SP:Iteration 31F (13280.300000 sec): 3 clusters
  Score: Raw -618126.159363 + Penalty 2800.890271 = -615325.269092
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (56113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13280.470000 sec): 2 clusters
  Score: Raw -6519556.972696 + Penalty 1776.957454 = -6517780.015242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13280.610000 sec): 3 clusters
  Score: Raw -6483829.283187 + Penalty 3553.914908 = -6480275.368279
  nChanged 26417
		SP:Iteration 1F (13280.760000 sec): 3 clusters
  Score: Raw -6498852.328185 + Penalty 3553.914908 = -6495298.413277
  nChanged 2268
		SP:Iteration 2Q (13280.910000 sec): 3 clusters
  Score: Raw -6499539.992209 + Penalty 3553.914908 = -6495986.077301
  nChanged 2284
		SP:Iteration 3Q (13281.060000 sec): 3 clusters
  Score: Raw -6500284.043083 + Penalty 3553.914908 = -6496730.128175
  nChanged 2425
		SP:Iteration 4Q (13281.210000 sec): 3 clusters
  Score: Raw -6501218.699588 + Penalty 3553.914908 = -6497664.784680
  nChanged 2636
		SP:Iteration 5Q (13281.360000 sec): 3 clusters
  Score: Raw -6502386.155631 + Penalty 3553.914908 = -6498832.240723
  nChanged 2867
		SP:Iteration 6F (13281.510000 sec): 3 clusters
  Score: Raw -6503882.481408 + Penalty 3553.914908 = -6500328.566500
  nChanged 3097
		SP:Iteration 7F (13281.650000 sec): 3 clusters
  Score: Raw -6505560.326573 + Penalty 3553.914908 = -6502006.411665
  nChanged 3035
		SP:Iteration 8F (13281.800000 sec): 3 clusters
  Score: Raw -6507196.320002 + Penalty 3553.914908 = -6503642.405094
  nChanged 2783
		SP:Iteration 9Q (13281.950000 sec): 3 clusters
  Score: Raw -6508554.369383 + Penalty 3553.914908 = -6505000.454475
  nChanged 2490
		SP:Iteration 10Q (13282.100000 sec): 3 clusters
  Score: Raw -6509690.960472 + Penalty 3553.914908 = -6506137.045564
  nChanged 2179
		SP:Iteration 11Q (13282.240000 sec): 3 clusters
  Score: Raw -6510680.224358 + Penalty 3553.914908 = -6507126.309450
  nChanged 1965
		SP:Iteration 12Q (13282.390000 sec): 3 clusters
  Score: Raw -6511628.234377 + Penalty 3553.914908 = -6508074.319469
  nChanged 1798
		SP:Iteration 13Q (13282.540000 sec): 3 clusters
  Score: Raw -6512497.798527 + Penalty 3553.914908 = -6508943.883619
  nChanged 1595
		SP:Iteration 14Q (13282.680000 sec): 3 clusters
  Score: Raw -6513258.529355 + Penalty 3553.914908 = -6509704.614447
  nChanged 1322
		SP:Iteration 15Q (13282.830000 sec): 3 clusters
  Score: Raw -6513823.514016 + Penalty 3553.914908 = -6510269.599108
  nChanged 1089
		SP:Iteration 16Q (13282.970000 sec): 3 clusters
  Score: Raw -6514219.776010 + Penalty 3553.914908 = -6510665.861102
  nChanged 893
		SP:Iteration 17Q (13283.110000 sec): 3 clusters
  Score: Raw -6514519.630168 + Penalty 3553.914908 = -6510965.715260
  nChanged 822
		SP:Iteration 18Q (13283.250000 sec): 3 clusters
  Score: Raw -6514787.743375 + Penalty 3553.914908 = -6511233.828467
  nChanged 839
		SP:Iteration 19Q (13283.390000 sec): 3 clusters
  Score: Raw -6515052.538512 + Penalty 3553.914908 = -6511498.623604
  nChanged 834
		SP:Iteration 20F (13283.540000 sec): 3 clusters
  Score: Raw -6515346.974805 + Penalty 3553.914908 = -6511793.059897
  nChanged 882
		SP:Iteration 21Q (13283.680000 sec): 3 clusters
  Score: Raw -6515667.318691 + Penalty 3553.914908 = -6512113.403783
  nChanged 886
		SP:Iteration 22Q (13283.820000 sec): 3 clusters
  Score: Raw -6516010.588693 + Penalty 3553.914908 = -6512456.673785
  nChanged 927
		SP:Iteration 23Q (13283.960000 sec): 3 clusters
  Score: Raw -6516394.013294 + Penalty 3553.914908 = -6512840.098387
  nChanged 961
		SP:Iteration 24Q (13284.100000 sec): 3 clusters
  Score: Raw -6516816.355544 + Penalty 3553.914908 = -6513262.440636
  nChanged 1002
		SP:Iteration 25Q (13284.240000 sec): 3 clusters
  Score: Raw -6517305.785714 + Penalty 3553.914908 = -6513751.870807
  nChanged 978
		SP:Iteration 26Q (13284.370000 sec): 3 clusters
  Score: Raw -6517775.190649 + Penalty 3553.914908 = -6514221.275741
  nChanged 928
		SP:Iteration 27Q (13284.510000 sec): 3 clusters
  Score: Raw -6518215.079238 + Penalty 3553.914908 = -6514661.164330
  nChanged 851
		SP:Iteration 28Q (13284.640000 sec): 3 clusters
  Score: Raw -6518587.294080 + Penalty 3553.914908 = -6515033.379172
  nChanged 800
		SP:Iteration 29Q (13284.770000 sec): 3 clusters
  Score: Raw -6518900.589394 + Penalty 3553.914908 = -6515346.674486
  nChanged 695
		SP:Iteration 30Q (13284.910000 sec): 3 clusters
  Score: Raw -6519141.528770 + Penalty 3553.914908 = -6515587.613862
  nChanged 618
		SP:Iteration 31Q (13285.030000 sec): 3 clusters
  Score: Raw -6519325.045024 + Penalty 3553.914908 = -6515771.130116
  nChanged 551
		SP:Iteration 32Q (13285.160000 sec): 3 clusters
  Score: Raw -6519472.990538 + Penalty 3553.914908 = -6515919.075630
  nChanged 479
		SP:Iteration 33Q (13285.290000 sec): 3 clusters
  Score: Raw -6519581.510486 + Penalty 3553.914908 = -6516027.595578
  nChanged 399
		SP:Iteration 34Q (13285.410000 sec): 3 clusters
  Score: Raw -6519663.685754 + Penalty 3553.914908 = -6516109.770846
  nChanged 360
		SP:Iteration 35Q (13285.540000 sec): 3 clusters
  Score: Raw -6519734.848108 + Penalty 3553.914908 = -6516180.933200
  nChanged 330
		SP:Iteration 36Q (13285.660000 sec): 3 clusters
  Score: Raw -6519791.609085 + Penalty 3553.914908 = -6516237.694177
  nChanged 274
		SP:Iteration 37Q (13285.780000 sec): 3 clusters
  Score: Raw -6519831.803631 + Penalty 3553.914908 = -6516277.888724
  nChanged 239
		SP:Iteration 38Q (13285.910000 sec): 3 clusters
  Score: Raw -6519867.253807 + Penalty 3553.914908 = -6516313.338899
  nChanged 224
		SP:Iteration 39Q (13286.030000 sec): 3 clusters
  Score: Raw -6519900.138514 + Penalty 3553.914908 = -6516346.223606
  nChanged 215
		SP:Iteration 40F (13286.170000 sec): 3 clusters
  Score: Raw -6519940.030655 + Penalty 3553.914908 = -6516386.115747
  nChanged 205
		SP:Iteration 41Q (13286.290000 sec): 3 clusters
  Score: Raw -6519969.233120 + Penalty 3553.914908 = -6516415.318212
  nChanged 185
		SP:Iteration 42Q (13286.420000 sec): 3 clusters
  Score: Raw -6519992.613040 + Penalty 3553.914908 = -6516438.698132
  nChanged 148
		SP:Iteration 43Q (13286.540000 sec): 3 clusters
  Score: Raw -6520009.107501 + Penalty 3553.914908 = -6516455.192593
  nChanged 135
		SP:Iteration 44Q (13286.670000 sec): 3 clusters
  Score: Raw -6520022.880204 + Penalty 3553.914908 = -6516468.965296
  nChanged 121
		SP:Iteration 45Q (13286.790000 sec): 3 clusters
  Score: Raw -6520035.218425 + Penalty 3553.914908 = -6516481.303517
  nChanged 107
		SP:Iteration 46Q (13286.910000 sec): 3 clusters
  Score: Raw -6520045.176068 + Penalty 3553.914908 = -6516491.261160
  nChanged 108
		SP:Iteration 47Q (13287.040000 sec): 3 clusters
  Score: Raw -6520054.459986 + Penalty 3553.914908 = -6516500.545078
  nChanged 97
		SP:Iteration 48Q (13287.160000 sec): 3 clusters
  Score: Raw -6520062.696568 + Penalty 3553.914908 = -6516508.781660
  nChanged 92
		SP:Iteration 49Q (13287.290000 sec): 3 clusters
  Score: Raw -6520070.349942 + Penalty 3553.914908 = -6516516.435034
  nChanged 78
		SP:Iteration 50Q (13287.410000 sec): 3 clusters
  Score: Raw -6520076.209879 + Penalty 3553.914908 = -6516522.294971
  nChanged 78
		SP:Iteration 51Q (13287.530000 sec): 3 clusters
  Score: Raw -6520082.470281 + Penalty 3553.914908 = -6516528.555373
  nChanged 73
		SP:Iteration 52Q (13287.660000 sec): 3 clusters
  Score: Raw -6520088.416645 + Penalty 3553.914908 = -6516534.501737
  nChanged 66
		SP:Iteration 53Q (13287.780000 sec): 3 clusters
  Score: Raw -6520094.139745 + Penalty 3553.914908 = -6516540.224837
  nChanged 68
		SP:Iteration 54Q (13287.900000 sec): 3 clusters
  Score: Raw -6520100.667375 + Penalty 3553.914908 = -6516546.752467
  nChanged 73
		SP:Iteration 55Q (13288.030000 sec): 3 clusters
  Score: Raw -6520106.572575 + Penalty 3553.914908 = -6516552.657667
  nChanged 66
		SP:Iteration 56Q (13288.150000 sec): 3 clusters
  Score: Raw -6520111.200712 + Penalty 3553.914908 = -6516557.285804
  nChanged 59
		SP:Iteration 57Q (13288.280000 sec): 3 clusters
  Score: Raw -6520115.383528 + Penalty 3553.914908 = -6516561.468620
  nChanged 51
		SP:Iteration 58Q (13288.400000 sec): 3 clusters
  Score: Raw -6520118.974135 + Penalty 3553.914908 = -6516565.059227
  nChanged 49
		SP:Iteration 59Q (13288.530000 sec): 3 clusters
  Score: Raw -6520122.760423 + Penalty 3553.914908 = -6516568.845515
  nChanged 60
		SP:Iteration 60F (13288.670000 sec): 3 clusters
  Score: Raw -6520126.945916 + Penalty 3553.914908 = -6516573.031008
  nChanged 48
		SP:Iteration 61Q (13288.800000 sec): 3 clusters
  Score: Raw -6520129.650343 + Penalty 3553.914908 = -6516575.735435
  nChanged 43
		SP:Iteration 62Q (13288.920000 sec): 3 clusters
  Score: Raw -6520132.020460 + Penalty 3553.914908 = -6516578.105552
  nChanged 42
		SP:Iteration 63Q (13289.040000 sec): 3 clusters
  Score: Raw -6520134.197366 + Penalty 3553.914908 = -6516580.282458
  nChanged 39
		SP:Iteration 64Q (13289.160000 sec): 3 clusters
  Score: Raw -6520136.430473 + Penalty 3553.914908 = -6516582.515565
  nChanged 34
		SP:Iteration 65Q (13289.280000 sec): 3 clusters
  Score: Raw -6520138.294728 + Penalty 3553.914908 = -6516584.379820
  nChanged 39
		SP:Iteration 66Q (13289.410000 sec): 3 clusters
  Score: Raw -6520140.337486 + Penalty 3553.914908 = -6516586.422578
  nChanged 32
		SP:Iteration 67Q (13289.530000 sec): 3 clusters
  Score: Raw -6520142.356702 + Penalty 3553.914908 = -6516588.441794
  nChanged 31
		SP:Iteration 68Q (13289.650000 sec): 3 clusters
  Score: Raw -6520144.899550 + Penalty 3553.914908 = -6516590.984642
  nChanged 45
		SP:Iteration 69Q (13289.770000 sec): 3 clusters
  Score: Raw -6520148.404744 + Penalty 3553.914908 = -6516594.489836
  nChanged 45
		SP:Iteration 70Q (13289.890000 sec): 3 clusters
  Score: Raw -6520151.678617 + Penalty 3553.914908 = -6516597.763709
  nChanged 34
		SP:Iteration 71Q (13290.010000 sec): 3 clusters
  Score: Raw -6520153.849606 + Penalty 3553.914908 = -6516599.934698
  nChanged 46
		SP:Iteration 72Q (13290.130000 sec): 3 clusters
  Score: Raw -6520157.096156 + Penalty 3553.914908 = -6516603.181248
  nChanged 46
		SP:Iteration 73Q (13290.250000 sec): 3 clusters
  Score: Raw -6520160.115538 + Penalty 3553.914908 = -6516606.200630
  nChanged 43
		SP:Iteration 74Q (13290.370000 sec): 3 clusters
  Score: Raw -6520162.840415 + Penalty 3553.914908 = -6516608.925507
  nChanged 37
		SP:Iteration 75Q (13290.490000 sec): 3 clusters
  Score: Raw -6520165.281099 + Penalty 3553.914908 = -6516611.366191
  nChanged 36
		SP:Iteration 76Q (13290.610000 sec): 3 clusters
  Score: Raw -6520168.219576 + Penalty 3553.914908 = -6516614.304668
  nChanged 40
		SP:Iteration 77Q (13290.730000 sec): 3 clusters
  Score: Raw -6520171.050135 + Penalty 3553.914908 = -6516617.135227
  nChanged 35
		SP:Iteration 78Q (13290.850000 sec): 3 clusters
  Score: Raw -6520173.141510 + Penalty 3553.914908 = -6516619.226602
  nChanged 28
		SP:Iteration 79Q (13290.970000 sec): 3 clusters
  Score: Raw -6520174.705823 + Penalty 3553.914908 = -6516620.790916
  nChanged 20
		SP:Iteration 80F (13291.120000 sec): 3 clusters
  Score: Raw -6520175.879309 + Penalty 3553.914908 = -6516621.964401
  nChanged 21
		SP:Iteration 81Q (13291.240000 sec): 3 clusters
  Score: Raw -6520176.854581 + Penalty 3553.914908 = -6516622.939673
  nChanged 15
		SP:Iteration 82Q (13291.360000 sec): 3 clusters
  Score: Raw -6520177.497888 + Penalty 3553.914908 = -6516623.582980
  nChanged 16
		SP:Iteration 83Q (13291.480000 sec): 3 clusters
  Score: Raw -6520178.188038 + Penalty 3553.914908 = -6516624.273130
  nChanged 13
		SP:Iteration 84Q (13291.600000 sec): 3 clusters
  Score: Raw -6520178.721658 + Penalty 3553.914908 = -6516624.806750
  nChanged 14
		SP:Iteration 85Q (13291.720000 sec): 3 clusters
  Score: Raw -6520179.337303 + Penalty 3553.914908 = -6516625.422395
  nChanged 14
		SP:Iteration 86Q (13291.840000 sec): 3 clusters
  Score: Raw -6520180.221055 + Penalty 3553.914908 = -6516626.306147
  nChanged 16
		SP:Iteration 87Q (13291.960000 sec): 3 clusters
  Score: Raw -6520180.979200 + Penalty 3553.914908 = -6516627.064292
  nChanged 12
		SP:Iteration 88Q (13292.080000 sec): 3 clusters
  Score: Raw -6520181.613659 + Penalty 3553.914908 = -6516627.698751
  nChanged 10
		SP:Iteration 89Q (13292.200000 sec): 3 clusters
  Score: Raw -6520182.049193 + Penalty 3553.914908 = -6516628.134285
  nChanged 11
		SP:Iteration 90Q (13292.320000 sec): 3 clusters
  Score: Raw -6520182.474770 + Penalty 3553.914908 = -6516628.559862
  nChanged 12
		SP:Iteration 91Q (13292.440000 sec): 3 clusters
  Score: Raw -6520183.360467 + Penalty 3553.914908 = -6516629.445559
  nChanged 14
		SP:Iteration 92Q (13292.570000 sec): 3 clusters
  Score: Raw -6520184.286365 + Penalty 3553.914908 = -6516630.371457
  nChanged 10
		SP:Iteration 93Q (13292.690000 sec): 3 clusters
  Score: Raw -6520184.930670 + Penalty 3553.914908 = -6516631.015762
  nChanged 11
		SP:Iteration 94Q (13292.810000 sec): 3 clusters
  Score: Raw -6520185.613756 + Penalty 3553.914908 = -6516631.698848
  nChanged 13
		SP:Iteration 95Q (13292.930000 sec): 3 clusters
  Score: Raw -6520186.182422 + Penalty 3553.914908 = -6516632.267514
  nChanged 11
		SP:Iteration 96Q (13293.050000 sec): 3 clusters
  Score: Raw -6520186.511241 + Penalty 3553.914908 = -6516632.596333
  nChanged 5
		SP:Iteration 97Q (13293.170000 sec): 3 clusters
  Score: Raw -6520186.694508 + Penalty 3553.914908 = -6516632.779600
  nChanged 3
		SP:Iteration 98Q (13293.290000 sec): 3 clusters
  Score: Raw -6520186.842325 + Penalty 3553.914908 = -6516632.927417
  nChanged 4
		SP:Iteration 99Q (13293.410000 sec): 3 clusters
  Score: Raw -6520186.999757 + Penalty 3553.914908 = -6516633.084849
  nChanged 5
		SP:Iteration 100F (13293.560000 sec): 3 clusters
  Score: Raw -6520187.138497 + Penalty 3553.914908 = -6516633.223589
  nChanged 4
		SP:Iteration 101Q (13293.690000 sec): 3 clusters
  Score: Raw -6520187.273067 + Penalty 3553.914908 = -6516633.358159
  nChanged 3
		SP:Iteration 102Q (13293.810000 sec): 3 clusters
  Score: Raw -6520187.352973 + Penalty 3553.914908 = -6516633.438065
  nChanged 2
		SP:Iteration 103Q (13293.930000 sec): 3 clusters
  Score: Raw -6520187.409857 + Penalty 3553.914908 = -6516633.494949
  nChanged 5
		SP:Iteration 104Q (13294.050000 sec): 3 clusters
  Score: Raw -6520187.584212 + Penalty 3553.914908 = -6516633.669304
  nChanged 5
		SP:Iteration 105Q (13294.180000 sec): 3 clusters
  Score: Raw -6520187.765338 + Penalty 3553.914908 = -6516633.850430
  nChanged 7
		SP:Iteration 106Q (13294.300000 sec): 3 clusters
  Score: Raw -6520188.124458 + Penalty 3553.914908 = -6516634.209550
  nChanged 13
		SP:Iteration 107Q (13294.420000 sec): 3 clusters
  Score: Raw -6520188.960905 + Penalty 3553.914908 = -6516635.045997
  nChanged 15
		SP:Iteration 108Q (13294.540000 sec): 3 clusters
  Score: Raw -6520189.760647 + Penalty 3553.914908 = -6516635.845739
  nChanged 15
		SP:Iteration 109Q (13294.660000 sec): 3 clusters
  Score: Raw -6520190.554293 + Penalty 3553.914908 = -6516636.639385
  nChanged 15
		SP:Iteration 110Q (13294.790000 sec): 3 clusters
  Score: Raw -6520191.154258 + Penalty 3553.914908 = -6516637.239350
  nChanged 7
		SP:Iteration 111Q (13294.910000 sec): 3 clusters
  Score: Raw -6520191.496024 + Penalty 3553.914908 = -6516637.581116
  nChanged 12
		SP:Iteration 112Q (13295.030000 sec): 3 clusters
  Score: Raw -6520192.040510 + Penalty 3553.914908 = -6516638.125602
  nChanged 5
		SP:Iteration 113Q (13295.150000 sec): 3 clusters
  Score: Raw -6520192.213595 + Penalty 3553.914908 = -6516638.298687
  nChanged 6
		SP:Iteration 114Q (13295.270000 sec): 3 clusters
  Score: Raw -6520192.553854 + Penalty 3553.914908 = -6516638.638946
  nChanged 9
		SP:Iteration 115Q (13295.400000 sec): 3 clusters
  Score: Raw -6520193.073866 + Penalty 3553.914908 = -6516639.158958
  nChanged 11
		SP:Iteration 116Q (13295.520000 sec): 3 clusters
  Score: Raw -6520193.799960 + Penalty 3553.914908 = -6516639.885052
  nChanged 17
		SP:Iteration 117Q (13295.650000 sec): 3 clusters
  Score: Raw -6520194.876785 + Penalty 3553.914908 = -6516640.961877
  nChanged 16
		SP:Iteration 118Q (13295.770000 sec): 3 clusters
  Score: Raw -6520195.718299 + Penalty 3553.914908 = -6516641.803391
  nChanged 14
		SP:Iteration 119Q (13295.890000 sec): 3 clusters
  Score: Raw -6520196.513176 + Penalty 3553.914908 = -6516642.598268
  nChanged 13
		SP:Iteration 120F (13296.040000 sec): 3 clusters
  Score: Raw -6520197.341191 + Penalty 3553.914908 = -6516643.426283
  nChanged 14
		SP:Iteration 121Q (13296.160000 sec): 3 clusters
  Score: Raw -6520198.211241 + Penalty 3553.914908 = -6516644.296333
  nChanged 14
		SP:Iteration 122Q (13296.290000 sec): 3 clusters
  Score: Raw -6520199.037041 + Penalty 3553.914908 = -6516645.122133
  nChanged 9
		SP:Iteration 123Q (13296.410000 sec): 3 clusters
  Score: Raw -6520199.421929 + Penalty 3553.914908 = -6516645.507021
  nChanged 8
		SP:Iteration 124Q (13296.530000 sec): 3 clusters
  Score: Raw -6520199.979698 + Penalty 3553.914908 = -6516646.064790
  nChanged 12
		SP:Iteration 125Q (13296.660000 sec): 3 clusters
  Score: Raw -6520200.441743 + Penalty 3553.914908 = -6516646.526835
  nChanged 9
		SP:Iteration 126Q (13296.780000 sec): 3 clusters
  Score: Raw -6520200.796752 + Penalty 3553.914908 = -6516646.881844
  nChanged 5
		SP:Iteration 127Q (13296.900000 sec): 3 clusters
  Score: Raw -6520201.007437 + Penalty 3553.914908 = -6516647.092529
  nChanged 7
		SP:Iteration 128Q (13297.020000 sec): 3 clusters
  Score: Raw -6520201.373159 + Penalty 3553.914908 = -6516647.458251
  nChanged 9
		SP:Iteration 129Q (13297.140000 sec): 3 clusters
  Score: Raw -6520201.825258 + Penalty 3553.914908 = -6516647.910350
  nChanged 10
		SP:Iteration 130Q (13297.260000 sec): 3 clusters
  Score: Raw -6520202.280136 + Penalty 3553.914908 = -6516648.365228
  nChanged 9
		SP:Iteration 131Q (13297.380000 sec): 3 clusters
  Score: Raw -6520202.734433 + Penalty 3553.914908 = -6516648.819525
  nChanged 15
		SP:Iteration 132Q (13297.500000 sec): 3 clusters
  Score: Raw -6520203.515672 + Penalty 3553.914908 = -6516649.600764
  nChanged 13
		SP:Iteration 133Q (13297.620000 sec): 3 clusters
  Score: Raw -6520204.047478 + Penalty 3553.914908 = -6516650.132571
  nChanged 8
		SP:Iteration 134Q (13297.730000 sec): 3 clusters
  Score: Raw -6520204.261693 + Penalty 3553.914908 = -6516650.346785
  nChanged 8
		SP:Iteration 135Q (13297.850000 sec): 3 clusters
  Score: Raw -6520204.577382 + Penalty 3553.914908 = -6516650.662474
  nChanged 3
		SP:Iteration 136Q (13297.970000 sec): 3 clusters
  Score: Raw -6520204.724011 + Penalty 3553.914908 = -6516650.809103
  nChanged 2
		SP:Iteration 137Q (13298.090000 sec): 3 clusters
  Score: Raw -6520204.749177 + Penalty 3553.914908 = -6516650.834269
  nChanged 2
		SP:Iteration 138Q (13298.210000 sec): 3 clusters
  Score: Raw -6520204.792239 + Penalty 3553.914908 = -6516650.877331
  nChanged 2
		SP:Iteration 139Q (13298.330000 sec): 3 clusters
  Score: Raw -6520204.842104 + Penalty 3553.914908 = -6516650.927196
  nChanged 4
		SP:Iteration 140F (13298.470000 sec): 3 clusters
  Score: Raw -6520204.984760 + Penalty 3553.914908 = -6516651.069852
  nChanged 4
		SP:Iteration 141Q (13298.590000 sec): 3 clusters
  Score: Raw -6520205.085168 + Penalty 3553.914908 = -6516651.170260
  nChanged 3
		SP:Iteration 142Q (13298.710000 sec): 3 clusters
  Score: Raw -6520205.210726 + Penalty 3553.914908 = -6516651.295818
  nChanged 2
		SP:Iteration 143Q (13298.830000 sec): 3 clusters
  Score: Raw -6520205.252669 + Penalty 3553.914908 = -6516651.337761
  nChanged 3
		SP:Iteration 144Q (13298.950000 sec): 3 clusters
  Score: Raw -6520205.341210 + Penalty 3553.914908 = -6516651.426302
  nChanged 3
		SP:Iteration 145Q (13299.070000 sec): 3 clusters
  Score: Raw -6520205.414177 + Penalty 3553.914908 = -6516651.499269
  nChanged 0
		SP:Iteration 146F (13299.210000 sec): 3 clusters
  Score: Raw -6520205.414177 + Penalty 3553.914908 = -6516651.499269
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (106131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13299.500000 sec): 2 clusters
  Score: Raw -12155817.518779 + Penalty 1880.519787 = -12153936.998992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13299.780000 sec): 3 clusters
  Score: Raw -12086396.399778 + Penalty 3761.039574 = -12082635.360204
  nChanged 50998
		SP:Iteration 1F (13300.060000 sec): 3 clusters
  Score: Raw -12117059.566676 + Penalty 3761.039574 = -12113298.527102
  nChanged 4419
		SP:Iteration 2Q (13300.350000 sec): 3 clusters
  Score: Raw -12118523.626189 + Penalty 3761.039574 = -12114762.586615
  nChanged 4796
		SP:Iteration 3Q (13300.640000 sec): 3 clusters
  Score: Raw -12120274.133117 + Penalty 3761.039574 = -12116513.093543
  nChanged 5089
		SP:Iteration 4Q (13300.920000 sec): 3 clusters
  Score: Raw -12122275.070464 + Penalty 3761.039574 = -12118514.030890
  nChanged 5359
		SP:Iteration 5F (13301.200000 sec): 3 clusters
  Score: Raw -12124554.900863 + Penalty 3761.039574 = -12120793.861288
  nChanged 5426
		SP:Iteration 6F (13301.490000 sec): 3 clusters
  Score: Raw -12126843.962125 + Penalty 3761.039574 = -12123082.922551
  nChanged 5164
		SP:Iteration 7Q (13301.770000 sec): 3 clusters
  Score: Raw -12128914.468026 + Penalty 3761.039574 = -12125153.428452
  nChanged 4576
		SP:Iteration 8Q (13302.060000 sec): 3 clusters
  Score: Raw -12130670.087926 + Penalty 3761.039574 = -12126909.048352
  nChanged 4055
		SP:Iteration 9Q (13302.350000 sec): 3 clusters
  Score: Raw -12132139.411142 + Penalty 3761.039574 = -12128378.371568
  nChanged 3709
		SP:Iteration 10Q (13302.640000 sec): 3 clusters
  Score: Raw -12133632.450687 + Penalty 3761.039574 = -12129871.411112
  nChanged 3458
		SP:Iteration 11Q (13302.920000 sec): 3 clusters
  Score: Raw -12135275.955180 + Penalty 3761.039574 = -12131514.915606
  nChanged 3577
		SP:Iteration 12Q (13303.200000 sec): 3 clusters
  Score: Raw -12137117.177735 + Penalty 3761.039574 = -12133356.138160
  nChanged 3524
		SP:Iteration 13Q (13303.490000 sec): 3 clusters
  Score: Raw -12138902.230638 + Penalty 3761.039574 = -12135141.191063
  nChanged 3244
		SP:Iteration 14Q (13303.760000 sec): 3 clusters
  Score: Raw -12140269.814662 + Penalty 3761.039574 = -12136508.775088
  nChanged 2634
		SP:Iteration 15Q (13304.040000 sec): 3 clusters
  Score: Raw -12141117.330633 + Penalty 3761.039574 = -12137356.291059
  nChanged 1963
		SP:Iteration 16Q (13304.310000 sec): 3 clusters
  Score: Raw -12141651.605488 + Penalty 3761.039574 = -12137890.565914
  nChanged 1552
		SP:Iteration 17Q (13304.580000 sec): 3 clusters
  Score: Raw -12142011.667800 + Penalty 3761.039574 = -12138250.628226
  nChanged 1248
		SP:Iteration 18Q (13304.850000 sec): 3 clusters
  Score: Raw -12142303.971202 + Penalty 3761.039574 = -12138542.931627
  nChanged 1163
		SP:Iteration 19Q (13305.120000 sec): 3 clusters
  Score: Raw -12142566.222898 + Penalty 3761.039574 = -12138805.183324
  nChanged 1110
		SP:Iteration 20F (13305.400000 sec): 3 clusters
  Score: Raw -12142824.970603 + Penalty 3761.039574 = -12139063.931028
  nChanged 1097
		SP:Iteration 21Q (13305.670000 sec): 3 clusters
  Score: Raw -12143078.783718 + Penalty 3761.039574 = -12139317.744144
  nChanged 1149
		SP:Iteration 22Q (13305.940000 sec): 3 clusters
  Score: Raw -12143344.253362 + Penalty 3761.039574 = -12139583.213788
  nChanged 1159
		SP:Iteration 23Q (13306.200000 sec): 3 clusters
  Score: Raw -12143615.109520 + Penalty 3761.039574 = -12139854.069946
  nChanged 1146
		SP:Iteration 24Q (13306.470000 sec): 3 clusters
  Score: Raw -12143888.783169 + Penalty 3761.039574 = -12140127.743595
  nChanged 1202
		SP:Iteration 25Q (13306.730000 sec): 3 clusters
  Score: Raw -12144193.661720 + Penalty 3761.039574 = -12140432.622145
  nChanged 1212
		SP:Iteration 26Q (13306.990000 sec): 3 clusters
  Score: Raw -12144532.232067 + Penalty 3761.039574 = -12140771.192493
  nChanged 1236
		SP:Iteration 27Q (13307.260000 sec): 3 clusters
  Score: Raw -12144912.692971 + Penalty 3761.039574 = -12141151.653397
  nChanged 1263
		SP:Iteration 28Q (13307.520000 sec): 3 clusters
  Score: Raw -12145288.634216 + Penalty 3761.039574 = -12141527.594641
  nChanged 1331
		SP:Iteration 29Q (13307.780000 sec): 3 clusters
  Score: Raw -12145698.354678 + Penalty 3761.039574 = -12141937.315104
  nChanged 1368
		SP:Iteration 30Q (13308.040000 sec): 3 clusters
  Score: Raw -12146186.691969 + Penalty 3761.039574 = -12142425.652395
  nChanged 1473
		SP:Iteration 31Q (13308.300000 sec): 3 clusters
  Score: Raw -12146765.175880 + Penalty 3761.039574 = -12143004.136306
  nChanged 1506
		SP:Iteration 32Q (13308.550000 sec): 3 clusters
  Score: Raw -12147360.637237 + Penalty 3761.039574 = -12143599.597663
  nChanged 1516
		SP:Iteration 33Q (13308.800000 sec): 3 clusters
  Score: Raw -12147946.588915 + Penalty 3761.039574 = -12144185.549341
  nChanged 1431
		SP:Iteration 34Q (13309.060000 sec): 3 clusters
  Score: Raw -12148468.535518 + Penalty 3761.039574 = -12144707.495944
  nChanged 1409
		SP:Iteration 35Q (13309.310000 sec): 3 clusters
  Score: Raw -12148949.861015 + Penalty 3761.039574 = -12145188.821441
  nChanged 1354
		SP:Iteration 36Q (13309.560000 sec): 3 clusters
  Score: Raw -12149391.795346 + Penalty 3761.039574 = -12145630.755772
  nChanged 1299
		SP:Iteration 37Q (13309.800000 sec): 3 clusters
  Score: Raw -12149798.907446 + Penalty 3761.039574 = -12146037.867872
  nChanged 1252
		SP:Iteration 38Q (13310.050000 sec): 3 clusters
  Score: Raw -12150169.750653 + Penalty 3761.039574 = -12146408.711078
  nChanged 1168
		SP:Iteration 39Q (13310.290000 sec): 3 clusters
  Score: Raw -12150498.431264 + Penalty 3761.039574 = -12146737.391690
  nChanged 1106
		SP:Iteration 40F (13310.580000 sec): 3 clusters
  Score: Raw -12150817.929477 + Penalty 3761.039574 = -12147056.889902
  nChanged 1082
		SP:Iteration 41Q (13310.820000 sec): 3 clusters
  Score: Raw -12151132.363786 + Penalty 3761.039574 = -12147371.324212
  nChanged 1088
		SP:Iteration 42Q (13311.060000 sec): 3 clusters
  Score: Raw -12151450.468658 + Penalty 3761.039574 = -12147689.429084
  nChanged 1061
		SP:Iteration 43Q (13311.290000 sec): 3 clusters
  Score: Raw -12151767.893954 + Penalty 3761.039574 = -12148006.854380
  nChanged 1085
		SP:Iteration 44Q (13311.520000 sec): 3 clusters
  Score: Raw -12152109.927779 + Penalty 3761.039574 = -12148348.888205
  nChanged 1109
		SP:Iteration 45Q (13311.760000 sec): 3 clusters
  Score: Raw -12152481.196853 + Penalty 3761.039574 = -12148720.157279
  nChanged 1022
		SP:Iteration 46Q (13311.990000 sec): 3 clusters
  Score: Raw -12152834.926511 + Penalty 3761.039574 = -12149073.886937
  nChanged 1001
		SP:Iteration 47Q (13312.220000 sec): 3 clusters
  Score: Raw -12153199.625220 + Penalty 3761.039574 = -12149438.585646
  nChanged 916
		SP:Iteration 48Q (13312.440000 sec): 3 clusters
  Score: Raw -12153524.373539 + Penalty 3761.039574 = -12149763.333965
  nChanged 844
		SP:Iteration 49Q (13312.660000 sec): 3 clusters
  Score: Raw -12153825.475146 + Penalty 3761.039574 = -12150064.435572
  nChanged 745
		SP:Iteration 50Q (13312.880000 sec): 3 clusters
  Score: Raw -12154091.646808 + Penalty 3761.039574 = -12150330.607234
  nChanged 724
		SP:Iteration 51Q (13313.100000 sec): 3 clusters
  Score: Raw -12154357.524710 + Penalty 3761.039574 = -12150596.485136
  nChanged 667
		SP:Iteration 52Q (13313.320000 sec): 3 clusters
  Score: Raw -12154611.238355 + Penalty 3761.039574 = -12150850.198780
  nChanged 598
		SP:Iteration 53Q (13313.530000 sec): 3 clusters
  Score: Raw -12154849.024805 + Penalty 3761.039574 = -12151087.985231
  nChanged 547
		SP:Iteration 54Q (13313.740000 sec): 3 clusters
  Score: Raw -12155072.493958 + Penalty 3761.039574 = -12151311.454384
  nChanged 452
		SP:Iteration 55Q (13313.950000 sec): 3 clusters
  Score: Raw -12155249.388737 + Penalty 3761.039574 = -12151488.349163
  nChanged 393
		SP:Iteration 56Q (13314.160000 sec): 3 clusters
  Score: Raw -12155394.464969 + Penalty 3761.039574 = -12151633.425395
  nChanged 331
		SP:Iteration 57Q (13314.360000 sec): 3 clusters
  Score: Raw -12155513.056688 + Penalty 3761.039574 = -12151752.017114
  nChanged 301
		SP:Iteration 58Q (13314.560000 sec): 3 clusters
  Score: Raw -12155620.072017 + Penalty 3761.039574 = -12151859.032443
  nChanged 232
		SP:Iteration 59Q (13314.760000 sec): 3 clusters
  Score: Raw -12155701.774132 + Penalty 3761.039574 = -12151940.734558
  nChanged 192
		SP:Iteration 60F (13315.040000 sec): 3 clusters
  Score: Raw -12155762.650942 + Penalty 3761.039574 = -12152001.611368
  nChanged 147
		SP:Iteration 61Q (13315.240000 sec): 3 clusters
  Score: Raw -12155806.121667 + Penalty 3761.039574 = -12152045.082093
  nChanged 121
		SP:Iteration 62Q (13315.440000 sec): 3 clusters
  Score: Raw -12155842.570356 + Penalty 3761.039574 = -12152081.530782
  nChanged 101
		SP:Iteration 63Q (13315.640000 sec): 3 clusters
  Score: Raw -12155876.035905 + Penalty 3761.039574 = -12152114.996330
  nChanged 83
		SP:Iteration 64Q (13315.840000 sec): 3 clusters
  Score: Raw -12155904.719813 + Penalty 3761.039574 = -12152143.680239
  nChanged 85
		SP:Iteration 65Q (13316.040000 sec): 3 clusters
  Score: Raw -12155933.046090 + Penalty 3761.039574 = -12152172.006516
  nChanged 79
		SP:Iteration 66Q (13316.240000 sec): 3 clusters
  Score: Raw -12155957.616824 + Penalty 3761.039574 = -12152196.577250
  nChanged 81
		SP:Iteration 67Q (13316.440000 sec): 3 clusters
  Score: Raw -12155984.316698 + Penalty 3761.039574 = -12152223.277123
  nChanged 72
		SP:Iteration 68Q (13316.650000 sec): 3 clusters
  Score: Raw -12156010.230521 + Penalty 3761.039574 = -12152249.190947
  nChanged 65
		SP:Iteration 69Q (13316.850000 sec): 3 clusters
  Score: Raw -12156033.918924 + Penalty 3761.039574 = -12152272.879350
  nChanged 45
		SP:Iteration 70Q (13317.040000 sec): 3 clusters
  Score: Raw -12156049.115078 + Penalty 3761.039574 = -12152288.075503
  nChanged 41
		SP:Iteration 71Q (13317.240000 sec): 3 clusters
  Score: Raw -12156060.862186 + Penalty 3761.039574 = -12152299.822612
  nChanged 30
		SP:Iteration 72Q (13317.440000 sec): 3 clusters
  Score: Raw -12156069.094525 + Penalty 3761.039574 = -12152308.054950
  nChanged 24
		SP:Iteration 73Q (13317.640000 sec): 3 clusters
  Score: Raw -12156077.555848 + Penalty 3761.039574 = -12152316.516274
  nChanged 18
		SP:Iteration 74Q (13317.840000 sec): 3 clusters
  Score: Raw -12156081.771966 + Penalty 3761.039574 = -12152320.732392
  nChanged 12
		SP:Iteration 75Q (13318.040000 sec): 3 clusters
  Score: Raw -12156085.381152 + Penalty 3761.039574 = -12152324.341578
  nChanged 13
		SP:Iteration 76Q (13318.240000 sec): 3 clusters
  Score: Raw -12156089.906711 + Penalty 3761.039574 = -12152328.867137
  nChanged 17
		SP:Iteration 77Q (13318.450000 sec): 3 clusters
  Score: Raw -12156095.146080 + Penalty 3761.039574 = -12152334.106506
  nChanged 19
		SP:Iteration 78Q (13318.650000 sec): 3 clusters
  Score: Raw -12156101.588580 + Penalty 3761.039574 = -12152340.549006
  nChanged 17
		SP:Iteration 79Q (13318.850000 sec): 3 clusters
  Score: Raw -12156107.273749 + Penalty 3761.039574 = -12152346.234175
  nChanged 18
		SP:Iteration 80F (13319.130000 sec): 3 clusters
  Score: Raw -12156113.522885 + Penalty 3761.039574 = -12152352.483310
  nChanged 17
		SP:Iteration 81Q (13319.330000 sec): 3 clusters
  Score: Raw -12156120.252965 + Penalty 3761.039574 = -12152359.213390
  nChanged 17
		SP:Iteration 82Q (13319.530000 sec): 3 clusters
  Score: Raw -12156125.805672 + Penalty 3761.039574 = -12152364.766097
  nChanged 8
		SP:Iteration 83Q (13319.730000 sec): 3 clusters
  Score: Raw -12156128.221138 + Penalty 3761.039574 = -12152367.181564
  nChanged 3
		SP:Iteration 84Q (13319.930000 sec): 3 clusters
  Score: Raw -12156129.059356 + Penalty 3761.039574 = -12152368.019781
  nChanged 2
		SP:Iteration 85Q (13320.120000 sec): 3 clusters
  Score: Raw -12156129.692707 + Penalty 3761.039574 = -12152368.653133
  nChanged 3
		SP:Iteration 86Q (13320.320000 sec): 3 clusters
  Score: Raw -12156130.444647 + Penalty 3761.039574 = -12152369.405073
  nChanged 4
		SP:Iteration 87Q (13320.540000 sec): 3 clusters
  Score: Raw -12156132.163244 + Penalty 3761.039574 = -12152371.123670
  nChanged 5
		SP:Iteration 88Q (13320.730000 sec): 3 clusters
  Score: Raw -12156134.482263 + Penalty 3761.039574 = -12152373.442689
  nChanged 3
		SP:Iteration 89Q (13320.930000 sec): 3 clusters
  Score: Raw -12156135.089745 + Penalty 3761.039574 = -12152374.050171
  nChanged 2
		SP:Iteration 90Q (13321.120000 sec): 3 clusters
  Score: Raw -12156135.696467 + Penalty 3761.039574 = -12152374.656893
  nChanged 0
		SP:Iteration 91F (13321.410000 sec): 3 clusters
  Score: Raw -12156135.696467 + Penalty 3761.039574 = -12152374.656893
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13321.470000 sec): 2 clusters
  Score: Raw -493223.881577 + Penalty 1368.396661 = -491855.484916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13321.480000 sec): 3 clusters
  Score: Raw -490890.893410 + Penalty 2736.793323 = -488154.100087
  nChanged 1803
		SP:Iteration 1F (13321.500000 sec): 3 clusters
  Score: Raw -491962.596204 + Penalty 2736.793323 = -489225.802882
  nChanged 397
		SP:Iteration 2F (13321.500000 sec): 3 clusters
  Score: Raw -492256.184023 + Penalty 2736.793323 = -489519.390701
  nChanged 309
		SP:Iteration 3F (13321.520000 sec): 3 clusters
  Score: Raw -492517.853516 + Penalty 2736.793323 = -489781.060193
  nChanged 276
		SP:Iteration 4F (13321.530000 sec): 3 clusters
  Score: Raw -492785.298657 + Penalty 2736.793323 = -490048.505335
  nChanged 257
		SP:Iteration 5F (13321.540000 sec): 3 clusters
  Score: Raw -493023.668445 + Penalty 2736.793323 = -490286.875122
  nChanged 266
		SP:Iteration 6F (13321.550000 sec): 3 clusters
  Score: Raw -493310.118836 + Penalty 2736.793323 = -490573.325513
  nChanged 248
		SP:Iteration 7F (13321.560000 sec): 3 clusters
  Score: Raw -493587.107061 + Penalty 2736.793323 = -490850.313739
  nChanged 191
		SP:Iteration 8Q (13321.570000 sec): 3 clusters
  Score: Raw -493795.842550 + Penalty 2736.793323 = -491059.049227
  nChanged 168
		SP:Iteration 9Q (13321.580000 sec): 3 clusters
  Score: Raw -493961.161236 + Penalty 2736.793323 = -491224.367913
  nChanged 125
		SP:Iteration 10Q (13321.590000 sec): 3 clusters
  Score: Raw -494090.940583 + Penalty 2736.793323 = -491354.147260
  nChanged 96
		SP:Iteration 11Q (13321.600000 sec): 3 clusters
  Score: Raw -494211.748387 + Penalty 2736.793323 = -491474.955064
  nChanged 88
		SP:Iteration 12Q (13321.610000 sec): 3 clusters
  Score: Raw -494313.063386 + Penalty 2736.793323 = -491576.270064
  nChanged 65
		SP:Iteration 13Q (13321.620000 sec): 3 clusters
  Score: Raw -494385.751514 + Penalty 2736.793323 = -491648.958192
  nChanged 50
		SP:Iteration 14Q (13321.630000 sec): 3 clusters
  Score: Raw -494427.106160 + Penalty 2736.793323 = -491690.312837
  nChanged 38
		SP:Iteration 15Q (13321.640000 sec): 3 clusters
  Score: Raw -494451.002907 + Penalty 2736.793323 = -491714.209584
  nChanged 29
		SP:Iteration 16Q (13321.650000 sec): 3 clusters
  Score: Raw -494468.395334 + Penalty 2736.793323 = -491731.602011
  nChanged 24
		SP:Iteration 17Q (13321.660000 sec): 3 clusters
  Score: Raw -494479.401088 + Penalty 2736.793323 = -491742.607765
  nChanged 14
		SP:Iteration 18Q (13321.660000 sec): 3 clusters
  Score: Raw -494486.196414 + Penalty 2736.793323 = -491749.403092
  nChanged 10
		SP:Iteration 19Q (13321.670000 sec): 3 clusters
  Score: Raw -494493.616042 + Penalty 2736.793323 = -491756.822719
  nChanged 15
		SP:Iteration 20F (13321.680000 sec): 3 clusters
  Score: Raw -494502.916320 + Penalty 2736.793323 = -491766.122997
  nChanged 9
		SP:Iteration 21Q (13321.690000 sec): 3 clusters
  Score: Raw -494506.860791 + Penalty 2736.793323 = -491770.067468
  nChanged 4
		SP:Iteration 22Q (13321.700000 sec): 3 clusters
  Score: Raw -494508.578080 + Penalty 2736.793323 = -491771.784757
  nChanged 4
		SP:Iteration 23Q (13321.710000 sec): 3 clusters
  Score: Raw -494510.520335 + Penalty 2736.793323 = -491773.727013
  nChanged 5
		SP:Iteration 24Q (13321.720000 sec): 3 clusters
  Score: Raw -494512.457612 + Penalty 2736.793323 = -491775.664290
  nChanged 2
		SP:Iteration 25Q (13321.730000 sec): 3 clusters
  Score: Raw -494512.996360 + Penalty 2736.793323 = -491776.203037
  nChanged 2
		SP:Iteration 26Q (13321.740000 sec): 3 clusters
  Score: Raw -494513.860227 + Penalty 2736.793323 = -491777.066904
  nChanged 3
		SP:Iteration 27Q (13321.740000 sec): 3 clusters
  Score: Raw -494515.004970 + Penalty 2736.793323 = -491778.211648
  nChanged 1
		SP:Iteration 28Q (13321.750000 sec): 3 clusters
  Score: Raw -494515.278297 + Penalty 2736.793323 = -491778.484975
  nChanged 0
		SP:Iteration 29F (13321.760000 sec): 3 clusters
  Score: Raw -494515.278297 + Penalty 2736.793323 = -491778.484975
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13321.800000 sec): 2 clusters
  Score: Raw -1498421.107926 + Penalty 1535.674028 = -1496885.433899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13321.840000 sec): 3 clusters
  Score: Raw -1491117.371431 + Penalty 3071.348055 = -1488046.023376
  nChanged 5535
		SP:Iteration 1F (13321.870000 sec): 3 clusters
  Score: Raw -1494060.452811 + Penalty 3071.348055 = -1490989.104756
  nChanged 753
		SP:Iteration 2F (13321.900000 sec): 3 clusters
  Score: Raw -1494414.303953 + Penalty 3071.348055 = -1491342.955897
  nChanged 664
		SP:Iteration 3F (13321.930000 sec): 3 clusters
  Score: Raw -1494752.854843 + Penalty 3071.348055 = -1491681.506788
  nChanged 637
		SP:Iteration 4F (13321.960000 sec): 3 clusters
  Score: Raw -1495069.954897 + Penalty 3071.348055 = -1491998.606842
  nChanged 648
		SP:Iteration 5F (13322.000000 sec): 3 clusters
  Score: Raw -1495397.232187 + Penalty 3071.348055 = -1492325.884132
  nChanged 618
		SP:Iteration 6Q (13322.020000 sec): 3 clusters
  Score: Raw -1495691.303891 + Penalty 3071.348055 = -1492619.955836
  nChanged 596
		SP:Iteration 7Q (13322.060000 sec): 3 clusters
  Score: Raw -1495966.053341 + Penalty 3071.348055 = -1492894.705285
  nChanged 513
		SP:Iteration 8Q (13322.090000 sec): 3 clusters
  Score: Raw -1496200.202450 + Penalty 3071.348055 = -1493128.854394
  nChanged 430
		SP:Iteration 9Q (13322.120000 sec): 3 clusters
  Score: Raw -1496364.895631 + Penalty 3071.348055 = -1493293.547576
  nChanged 342
		SP:Iteration 10Q (13322.150000 sec): 3 clusters
  Score: Raw -1496479.608764 + Penalty 3071.348055 = -1493408.260709
  nChanged 280
		SP:Iteration 11Q (13322.180000 sec): 3 clusters
  Score: Raw -1496558.977680 + Penalty 3071.348055 = -1493487.629625
  nChanged 231
		SP:Iteration 12Q (13322.210000 sec): 3 clusters
  Score: Raw -1496623.085019 + Penalty 3071.348055 = -1493551.736964
  nChanged 210
		SP:Iteration 13Q (13322.240000 sec): 3 clusters
  Score: Raw -1496681.731843 + Penalty 3071.348055 = -1493610.383788
  nChanged 188
		SP:Iteration 14Q (13322.280000 sec): 3 clusters
  Score: Raw -1496726.267526 + Penalty 3071.348055 = -1493654.919471
  nChanged 153
		SP:Iteration 15Q (13322.310000 sec): 3 clusters
  Score: Raw -1496759.574001 + Penalty 3071.348055 = -1493688.225946
  nChanged 134
		SP:Iteration 16Q (13322.340000 sec): 3 clusters
  Score: Raw -1496786.757049 + Penalty 3071.348055 = -1493715.408994
  nChanged 114
		SP:Iteration 17Q (13322.370000 sec): 3 clusters
  Score: Raw -1496808.350444 + Penalty 3071.348055 = -1493737.002389
  nChanged 101
		SP:Iteration 18Q (13322.400000 sec): 3 clusters
  Score: Raw -1496826.814370 + Penalty 3071.348055 = -1493755.466315
  nChanged 93
		SP:Iteration 19Q (13322.430000 sec): 3 clusters
  Score: Raw -1496844.448043 + Penalty 3071.348055 = -1493773.099988
  nChanged 84
		SP:Iteration 20F (13322.460000 sec): 3 clusters
  Score: Raw -1496856.957952 + Penalty 3071.348055 = -1493785.609897
  nChanged 64
		SP:Iteration 21Q (13322.490000 sec): 3 clusters
  Score: Raw -1496865.540256 + Penalty 3071.348055 = -1493794.192201
  nChanged 60
		SP:Iteration 22Q (13322.520000 sec): 3 clusters
  Score: Raw -1496872.866686 + Penalty 3071.348055 = -1493801.518631
  nChanged 54
		SP:Iteration 23Q (13322.560000 sec): 3 clusters
  Score: Raw -1496879.490147 + Penalty 3071.348055 = -1493808.142092
  nChanged 50
		SP:Iteration 24Q (13322.590000 sec): 3 clusters
  Score: Raw -1496887.128511 + Penalty 3071.348055 = -1493815.780456
  nChanged 54
		SP:Iteration 25Q (13322.620000 sec): 3 clusters
  Score: Raw -1496895.729783 + Penalty 3071.348055 = -1493824.381727
  nChanged 70
		SP:Iteration 26Q (13322.650000 sec): 3 clusters
  Score: Raw -1496906.677600 + Penalty 3071.348055 = -1493835.329545
  nChanged 73
		SP:Iteration 27Q (13322.680000 sec): 3 clusters
  Score: Raw -1496917.479218 + Penalty 3071.348055 = -1493846.131163
  nChanged 59
		SP:Iteration 28Q (13322.710000 sec): 3 clusters
  Score: Raw -1496926.540630 + Penalty 3071.348055 = -1493855.192575
  nChanged 50
		SP:Iteration 29Q (13322.740000 sec): 3 clusters
  Score: Raw -1496934.099514 + Penalty 3071.348055 = -1493862.751459
  nChanged 66
		SP:Iteration 30Q (13322.770000 sec): 3 clusters
  Score: Raw -1496944.045387 + Penalty 3071.348055 = -1493872.697332
  nChanged 73
		SP:Iteration 31Q (13322.800000 sec): 3 clusters
  Score: Raw -1496959.340161 + Penalty 3071.348055 = -1493887.992106
  nChanged 78
		SP:Iteration 32Q (13322.830000 sec): 3 clusters
  Score: Raw -1496972.099387 + Penalty 3071.348055 = -1493900.751332
  nChanged 70
		SP:Iteration 33Q (13322.860000 sec): 3 clusters
  Score: Raw -1496984.158215 + Penalty 3071.348055 = -1493912.810160
  nChanged 87
		SP:Iteration 34Q (13322.890000 sec): 3 clusters
  Score: Raw -1497001.779954 + Penalty 3071.348055 = -1493930.431898
  nChanged 86
		SP:Iteration 35Q (13322.920000 sec): 3 clusters
  Score: Raw -1497015.195595 + Penalty 3071.348055 = -1493943.847540
  nChanged 85
		SP:Iteration 36Q (13322.960000 sec): 3 clusters
  Score: Raw -1497031.162481 + Penalty 3071.348055 = -1493959.814426
  nChanged 96
		SP:Iteration 37Q (13322.980000 sec): 3 clusters
  Score: Raw -1497048.792061 + Penalty 3071.348055 = -1493977.444006
  nChanged 106
		SP:Iteration 38Q (13323.020000 sec): 3 clusters
  Score: Raw -1497070.478863 + Penalty 3071.348055 = -1493999.130808
  nChanged 131
		SP:Iteration 39Q (13323.040000 sec): 3 clusters
  Score: Raw -1497101.354459 + Penalty 3071.348055 = -1494030.006404
  nChanged 120
		SP:Iteration 40F (13323.080000 sec): 3 clusters
  Score: Raw -1497129.601097 + Penalty 3071.348055 = -1494058.253042
  nChanged 142
		SP:Iteration 41Q (13323.110000 sec): 3 clusters
  Score: Raw -1497168.153483 + Penalty 3071.348055 = -1494096.805428
  nChanged 154
		SP:Iteration 42Q (13323.140000 sec): 3 clusters
  Score: Raw -1497207.963604 + Penalty 3071.348055 = -1494136.615549
  nChanged 151
		SP:Iteration 43Q (13323.170000 sec): 3 clusters
  Score: Raw -1497246.756373 + Penalty 3071.348055 = -1494175.408318
  nChanged 155
		SP:Iteration 44Q (13323.200000 sec): 3 clusters
  Score: Raw -1497287.292033 + Penalty 3071.348055 = -1494215.943978
  nChanged 170
		SP:Iteration 45Q (13323.230000 sec): 3 clusters
  Score: Raw -1497330.049008 + Penalty 3071.348055 = -1494258.700952
  nChanged 174
		SP:Iteration 46Q (13323.260000 sec): 3 clusters
  Score: Raw -1497375.079055 + Penalty 3071.348055 = -1494303.731000
  nChanged 176
		SP:Iteration 47Q (13323.280000 sec): 3 clusters
  Score: Raw -1497435.374026 + Penalty 3071.348055 = -1494364.025971
  nChanged 214
		SP:Iteration 48Q (13323.310000 sec): 3 clusters
  Score: Raw -1497511.809166 + Penalty 3071.348055 = -1494440.461111
  nChanged 240
		SP:Iteration 49Q (13323.340000 sec): 3 clusters
  Score: Raw -1497608.417415 + Penalty 3071.348055 = -1494537.069360
  nChanged 251
		SP:Iteration 50Q (13323.370000 sec): 3 clusters
  Score: Raw -1497716.647344 + Penalty 3071.348055 = -1494645.299289
  nChanged 248
		SP:Iteration 51Q (13323.400000 sec): 3 clusters
  Score: Raw -1497823.685557 + Penalty 3071.348055 = -1494752.337501
  nChanged 233
		SP:Iteration 52Q (13323.430000 sec): 3 clusters
  Score: Raw -1497924.738952 + Penalty 3071.348055 = -1494853.390897
  nChanged 209
		SP:Iteration 53Q (13323.460000 sec): 3 clusters
  Score: Raw -1498017.637486 + Penalty 3071.348055 = -1494946.289430
  nChanged 188
		SP:Iteration 54Q (13323.480000 sec): 3 clusters
  Score: Raw -1498098.842827 + Penalty 3071.348055 = -1495027.494771
  nChanged 183
		SP:Iteration 55Q (13323.510000 sec): 3 clusters
  Score: Raw -1498186.612822 + Penalty 3071.348055 = -1495115.264767
  nChanged 170
		SP:Iteration 56Q (13323.540000 sec): 3 clusters
  Score: Raw -1498271.244717 + Penalty 3071.348055 = -1495199.896662
  nChanged 152
		SP:Iteration 57Q (13323.560000 sec): 3 clusters
  Score: Raw -1498353.493173 + Penalty 3071.348055 = -1495282.145118
  nChanged 108
		SP:Iteration 58Q (13323.590000 sec): 3 clusters
  Score: Raw -1498411.850092 + Penalty 3071.348055 = -1495340.502037
  nChanged 94
		SP:Iteration 59Q (13323.610000 sec): 3 clusters
  Score: Raw -1498460.254721 + Penalty 3071.348055 = -1495388.906665
  nChanged 71
		SP:Iteration 60F (13323.640000 sec): 3 clusters
  Score: Raw -1498495.326881 + Penalty 3071.348055 = -1495423.978826
  nChanged 68
		SP:Iteration 61Q (13323.670000 sec): 3 clusters
  Score: Raw -1498532.204300 + Penalty 3071.348055 = -1495460.856244
  nChanged 51
		SP:Iteration 62Q (13323.700000 sec): 3 clusters
  Score: Raw -1498552.988132 + Penalty 3071.348055 = -1495481.640076
  nChanged 27
		SP:Iteration 63Q (13323.720000 sec): 3 clusters
  Score: Raw -1498566.342106 + Penalty 3071.348055 = -1495494.994051
  nChanged 29
		SP:Iteration 64Q (13323.750000 sec): 3 clusters
  Score: Raw -1498581.034609 + Penalty 3071.348055 = -1495509.686553
  nChanged 27
		SP:Iteration 65Q (13323.770000 sec): 3 clusters
  Score: Raw -1498592.977059 + Penalty 3071.348055 = -1495521.629003
  nChanged 17
		SP:Iteration 66Q (13323.800000 sec): 3 clusters
  Score: Raw -1498602.222491 + Penalty 3071.348055 = -1495530.874436
  nChanged 21
		SP:Iteration 67Q (13323.820000 sec): 3 clusters
  Score: Raw -1498612.948793 + Penalty 3071.348055 = -1495541.600738
  nChanged 17
		SP:Iteration 68Q (13323.840000 sec): 3 clusters
  Score: Raw -1498620.725952 + Penalty 3071.348055 = -1495549.377896
  nChanged 11
		SP:Iteration 69Q (13323.870000 sec): 3 clusters
  Score: Raw -1498626.569285 + Penalty 3071.348055 = -1495555.221230
  nChanged 11
		SP:Iteration 70Q (13323.890000 sec): 3 clusters
  Score: Raw -1498632.240406 + Penalty 3071.348055 = -1495560.892351
  nChanged 7
		SP:Iteration 71Q (13323.920000 sec): 3 clusters
  Score: Raw -1498635.589985 + Penalty 3071.348055 = -1495564.241930
  nChanged 12
		SP:Iteration 72Q (13323.940000 sec): 3 clusters
  Score: Raw -1498641.428131 + Penalty 3071.348055 = -1495570.080076
  nChanged 13
		SP:Iteration 73Q (13323.970000 sec): 3 clusters
  Score: Raw -1498649.092135 + Penalty 3071.348055 = -1495577.744080
  nChanged 11
		SP:Iteration 74Q (13323.990000 sec): 3 clusters
  Score: Raw -1498654.038260 + Penalty 3071.348055 = -1495582.690205
  nChanged 7
		SP:Iteration 75Q (13324.020000 sec): 3 clusters
  Score: Raw -1498657.123289 + Penalty 3071.348055 = -1495585.775234
  nChanged 5
		SP:Iteration 76Q (13324.040000 sec): 3 clusters
  Score: Raw -1498658.830867 + Penalty 3071.348055 = -1495587.482811
  nChanged 3
		SP:Iteration 77Q (13324.060000 sec): 3 clusters
  Score: Raw -1498660.854036 + Penalty 3071.348055 = -1495589.505981
  nChanged 3
		SP:Iteration 78Q (13324.090000 sec): 3 clusters
  Score: Raw -1498662.019928 + Penalty 3071.348055 = -1495590.671873
  nChanged 2
		SP:Iteration 79Q (13324.110000 sec): 3 clusters
  Score: Raw -1498663.679325 + Penalty 3071.348055 = -1495592.331270
  nChanged 3
		SP:Iteration 80F (13324.140000 sec): 3 clusters
  Score: Raw -1498665.606568 + Penalty 3071.348055 = -1495594.258512
  nChanged 5
		SP:Iteration 81Q (13324.160000 sec): 3 clusters
  Score: Raw -1498667.900618 + Penalty 3071.348055 = -1495596.552563
  nChanged 1
		SP:Iteration 82Q (13324.190000 sec): 3 clusters
  Score: Raw -1498668.112237 + Penalty 3071.348055 = -1495596.764182
  nChanged 1
		SP:Iteration 83Q (13324.210000 sec): 3 clusters
  Score: Raw -1498668.345478 + Penalty 3071.348055 = -1495596.997423
  nChanged 0
		SP:Iteration 84F (13324.240000 sec): 3 clusters
  Score: Raw -1498668.345478 + Penalty 3071.348055 = -1495596.997423
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (95760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13324.530000 sec): 2 clusters
  Score: Raw -11186853.482510 + Penalty 1863.810055 = -11184989.672455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13324.780000 sec): 3 clusters
  Score: Raw -11124775.174844 + Penalty 3727.620111 = -11121047.554734
  nChanged 45578
		SP:Iteration 1F (13325.040000 sec): 3 clusters
  Score: Raw -11152176.522626 + Penalty 3727.620111 = -11148448.902515
  nChanged 4180
		SP:Iteration 2Q (13325.300000 sec): 3 clusters
  Score: Raw -11153986.096572 + Penalty 3727.620111 = -11150258.476462
  nChanged 4788
		SP:Iteration 3Q (13325.560000 sec): 3 clusters
  Score: Raw -11156291.956802 + Penalty 3727.620111 = -11152564.336692
  nChanged 5342
		SP:Iteration 4F (13325.820000 sec): 3 clusters
  Score: Raw -11158899.983567 + Penalty 3727.620111 = -11155172.363457
  nChanged 5514
		SP:Iteration 5F (13326.070000 sec): 3 clusters
  Score: Raw -11161543.081824 + Penalty 3727.620111 = -11157815.461713
  nChanged 5307
		SP:Iteration 6F (13326.320000 sec): 3 clusters
  Score: Raw -11163955.578458 + Penalty 3727.620111 = -11160227.958347
  nChanged 4906
		SP:Iteration 7F (13326.580000 sec): 3 clusters
  Score: Raw -11166062.189090 + Penalty 3727.620111 = -11162334.568979
  nChanged 4278
		SP:Iteration 8Q (13326.840000 sec): 3 clusters
  Score: Raw -11167791.404487 + Penalty 3727.620111 = -11164063.784377
  nChanged 3631
		SP:Iteration 9Q (13327.090000 sec): 3 clusters
  Score: Raw -11169231.772298 + Penalty 3727.620111 = -11165504.152187
  nChanged 3098
		SP:Iteration 10Q (13327.350000 sec): 3 clusters
  Score: Raw -11170559.268912 + Penalty 3727.620111 = -11166831.648801
  nChanged 2881
		SP:Iteration 11Q (13327.600000 sec): 3 clusters
  Score: Raw -11172004.251042 + Penalty 3727.620111 = -11168276.630932
  nChanged 2893
		SP:Iteration 12Q (13327.850000 sec): 3 clusters
  Score: Raw -11173572.083025 + Penalty 3727.620111 = -11169844.462914
  nChanged 2732
		SP:Iteration 13Q (13328.100000 sec): 3 clusters
  Score: Raw -11174972.161078 + Penalty 3727.620111 = -11171244.540968
  nChanged 2351
		SP:Iteration 14Q (13328.350000 sec): 3 clusters
  Score: Raw -11176033.489698 + Penalty 3727.620111 = -11172305.869588
  nChanged 1946
		SP:Iteration 15Q (13328.590000 sec): 3 clusters
  Score: Raw -11176819.365786 + Penalty 3727.620111 = -11173091.745676
  nChanged 1792
		SP:Iteration 16Q (13328.840000 sec): 3 clusters
  Score: Raw -11177518.180090 + Penalty 3727.620111 = -11173790.559979
  nChanged 1689
		SP:Iteration 17Q (13329.070000 sec): 3 clusters
  Score: Raw -11178195.002733 + Penalty 3727.620111 = -11174467.382622
  nChanged 1723
		SP:Iteration 18Q (13329.310000 sec): 3 clusters
  Score: Raw -11178908.162133 + Penalty 3727.620111 = -11175180.542023
  nChanged 1717
		SP:Iteration 19Q (13329.540000 sec): 3 clusters
  Score: Raw -11179659.672718 + Penalty 3727.620111 = -11175932.052607
  nChanged 1667
		SP:Iteration 20F (13329.790000 sec): 3 clusters
  Score: Raw -11180439.255568 + Penalty 3727.620111 = -11176711.635457
  nChanged 1608
		SP:Iteration 21Q (13330.020000 sec): 3 clusters
  Score: Raw -11181203.662316 + Penalty 3727.620111 = -11177476.042205
  nChanged 1489
		SP:Iteration 22Q (13330.240000 sec): 3 clusters
  Score: Raw -11181927.281589 + Penalty 3727.620111 = -11178199.661478
  nChanged 1440
		SP:Iteration 23Q (13330.450000 sec): 3 clusters
  Score: Raw -11182656.116858 + Penalty 3727.620111 = -11178928.496748
  nChanged 1280
		SP:Iteration 24Q (13330.670000 sec): 3 clusters
  Score: Raw -11183277.961376 + Penalty 3727.620111 = -11179550.341265
  nChanged 1120
		SP:Iteration 25Q (13330.880000 sec): 3 clusters
  Score: Raw -11183806.657574 + Penalty 3727.620111 = -11180079.037463
  nChanged 1006
		SP:Iteration 26Q (13331.080000 sec): 3 clusters
  Score: Raw -11184246.494595 + Penalty 3727.620111 = -11180518.874485
  nChanged 864
		SP:Iteration 27Q (13331.290000 sec): 3 clusters
  Score: Raw -11184580.711304 + Penalty 3727.620111 = -11180853.091193
  nChanged 746
		SP:Iteration 28Q (13331.490000 sec): 3 clusters
  Score: Raw -11184852.929087 + Penalty 3727.620111 = -11181125.308977
  nChanged 665
		SP:Iteration 29Q (13331.700000 sec): 3 clusters
  Score: Raw -11185093.589904 + Penalty 3727.620111 = -11181365.969793
  nChanged 583
		SP:Iteration 30Q (13331.900000 sec): 3 clusters
  Score: Raw -11185294.372098 + Penalty 3727.620111 = -11181566.751988
  nChanged 533
		SP:Iteration 31Q (13332.100000 sec): 3 clusters
  Score: Raw -11185458.417980 + Penalty 3727.620111 = -11181730.797870
  nChanged 458
		SP:Iteration 32Q (13332.310000 sec): 3 clusters
  Score: Raw -11185588.513022 + Penalty 3727.620111 = -11181860.892912
  nChanged 414
		SP:Iteration 33Q (13332.500000 sec): 3 clusters
  Score: Raw -11185703.078461 + Penalty 3727.620111 = -11181975.458350
  nChanged 381
		SP:Iteration 34Q (13332.700000 sec): 3 clusters
  Score: Raw -11185797.098637 + Penalty 3727.620111 = -11182069.478527
  nChanged 336
		SP:Iteration 35Q (13332.890000 sec): 3 clusters
  Score: Raw -11185871.883721 + Penalty 3727.620111 = -11182144.263610
  nChanged 309
		SP:Iteration 36Q (13333.080000 sec): 3 clusters
  Score: Raw -11185936.159701 + Penalty 3727.620111 = -11182208.539591
  nChanged 269
		SP:Iteration 37Q (13333.270000 sec): 3 clusters
  Score: Raw -11185992.707730 + Penalty 3727.620111 = -11182265.087619
  nChanged 246
		SP:Iteration 38Q (13333.460000 sec): 3 clusters
  Score: Raw -11186043.294335 + Penalty 3727.620111 = -11182315.674224
  nChanged 238
		SP:Iteration 39Q (13333.660000 sec): 3 clusters
  Score: Raw -11186089.277116 + Penalty 3727.620111 = -11182361.657006
  nChanged 230
		SP:Iteration 40F (13333.910000 sec): 3 clusters
  Score: Raw -11186131.631333 + Penalty 3727.620111 = -11182404.011222
  nChanged 185
		SP:Iteration 41Q (13334.100000 sec): 3 clusters
  Score: Raw -11186164.224509 + Penalty 3727.620111 = -11182436.604398
  nChanged 191
		SP:Iteration 42Q (13334.290000 sec): 3 clusters
  Score: Raw -11186199.853428 + Penalty 3727.620111 = -11182472.233317
  nChanged 192
		SP:Iteration 43Q (13334.480000 sec): 3 clusters
  Score: Raw -11186234.522954 + Penalty 3727.620111 = -11182506.902843
  nChanged 181
		SP:Iteration 44Q (13334.680000 sec): 3 clusters
  Score: Raw -11186269.097554 + Penalty 3727.620111 = -11182541.477443
  nChanged 188
		SP:Iteration 45Q (13334.870000 sec): 3 clusters
  Score: Raw -11186305.116129 + Penalty 3727.620111 = -11182577.496018
  nChanged 181
		SP:Iteration 46Q (13335.060000 sec): 3 clusters
  Score: Raw -11186338.871633 + Penalty 3727.620111 = -11182611.251523
  nChanged 179
		SP:Iteration 47Q (13335.240000 sec): 3 clusters
  Score: Raw -11186371.635824 + Penalty 3727.620111 = -11182644.015714
  nChanged 158
		SP:Iteration 48Q (13335.440000 sec): 3 clusters
  Score: Raw -11186403.385090 + Penalty 3727.620111 = -11182675.764980
  nChanged 155
		SP:Iteration 49Q (13335.620000 sec): 3 clusters
  Score: Raw -11186436.553559 + Penalty 3727.620111 = -11182708.933448
  nChanged 160
		SP:Iteration 50Q (13335.810000 sec): 3 clusters
  Score: Raw -11186473.359571 + Penalty 3727.620111 = -11182745.739461
  nChanged 166
		SP:Iteration 51Q (13335.990000 sec): 3 clusters
  Score: Raw -11186514.709935 + Penalty 3727.620111 = -11182787.089825
  nChanged 148
		SP:Iteration 52Q (13336.180000 sec): 3 clusters
  Score: Raw -11186550.565559 + Penalty 3727.620111 = -11182822.945448
  nChanged 147
		SP:Iteration 53Q (13336.360000 sec): 3 clusters
  Score: Raw -11186580.590734 + Penalty 3727.620111 = -11182852.970623
  nChanged 123
		SP:Iteration 54Q (13336.560000 sec): 3 clusters
  Score: Raw -11186606.671467 + Penalty 3727.620111 = -11182879.051357
  nChanged 137
		SP:Iteration 55Q (13336.750000 sec): 3 clusters
  Score: Raw -11186637.967385 + Penalty 3727.620111 = -11182910.347275
  nChanged 125
		SP:Iteration 56Q (13336.930000 sec): 3 clusters
  Score: Raw -11186667.278385 + Penalty 3727.620111 = -11182939.658274
  nChanged 112
		SP:Iteration 57Q (13337.110000 sec): 3 clusters
  Score: Raw -11186693.625618 + Penalty 3727.620111 = -11182966.005507
  nChanged 107
		SP:Iteration 58Q (13337.300000 sec): 3 clusters
  Score: Raw -11186716.019837 + Penalty 3727.620111 = -11182988.399727
  nChanged 103
		SP:Iteration 59Q (13337.480000 sec): 3 clusters
  Score: Raw -11186739.695633 + Penalty 3727.620111 = -11183012.075522
  nChanged 121
		SP:Iteration 60F (13337.730000 sec): 3 clusters
  Score: Raw -11186771.231867 + Penalty 3727.620111 = -11183043.611756
  nChanged 119
		SP:Iteration 61Q (13337.910000 sec): 3 clusters
  Score: Raw -11186800.604365 + Penalty 3727.620111 = -11183072.984255
  nChanged 95
		SP:Iteration 62Q (13338.090000 sec): 3 clusters
  Score: Raw -11186822.042738 + Penalty 3727.620111 = -11183094.422628
  nChanged 79
		SP:Iteration 63Q (13338.270000 sec): 3 clusters
  Score: Raw -11186837.961247 + Penalty 3727.620111 = -11183110.341137
  nChanged 78
		SP:Iteration 64Q (13338.450000 sec): 3 clusters
  Score: Raw -11186853.051843 + Penalty 3727.620111 = -11183125.431732
  nChanged 70
		SP:Iteration 65Q (13338.640000 sec): 3 clusters
  Score: Raw -11186869.268799 + Penalty 3727.620111 = -11183141.648688
  nChanged 58
		SP:Iteration 66Q (13338.820000 sec): 3 clusters
  Score: Raw -11186882.687109 + Penalty 3727.620111 = -11183155.066998
  nChanged 60
		SP:Iteration 67Q (13339.000000 sec): 3 clusters
  Score: Raw -11186898.700548 + Penalty 3727.620111 = -11183171.080437
  nChanged 73
		SP:Iteration 68Q (13339.180000 sec): 3 clusters
  Score: Raw -11186918.766056 + Penalty 3727.620111 = -11183191.145945
  nChanged 74
		SP:Iteration 69Q (13339.360000 sec): 3 clusters
  Score: Raw -11186938.004403 + Penalty 3727.620111 = -11183210.384292
  nChanged 63
		SP:Iteration 70Q (13339.540000 sec): 3 clusters
  Score: Raw -11186952.581040 + Penalty 3727.620111 = -11183224.960929
  nChanged 56
		SP:Iteration 71Q (13339.720000 sec): 3 clusters
  Score: Raw -11186963.936307 + Penalty 3727.620111 = -11183236.316196
  nChanged 49
		SP:Iteration 72Q (13339.910000 sec): 3 clusters
  Score: Raw -11186973.427043 + Penalty 3727.620111 = -11183245.806933
  nChanged 40
		SP:Iteration 73Q (13340.090000 sec): 3 clusters
  Score: Raw -11186981.174113 + Penalty 3727.620111 = -11183253.554002
  nChanged 41
		SP:Iteration 74Q (13340.270000 sec): 3 clusters
  Score: Raw -11186990.838754 + Penalty 3727.620111 = -11183263.218643
  nChanged 37
		SP:Iteration 75Q (13340.450000 sec): 3 clusters
  Score: Raw -11187000.461530 + Penalty 3727.620111 = -11183272.841419
  nChanged 28
		SP:Iteration 76Q (13340.640000 sec): 3 clusters
  Score: Raw -11187007.432509 + Penalty 3727.620111 = -11183279.812399
  nChanged 38
		SP:Iteration 77Q (13340.820000 sec): 3 clusters
  Score: Raw -11187017.005863 + Penalty 3727.620111 = -11183289.385753
  nChanged 31
		SP:Iteration 78Q (13341.000000 sec): 3 clusters
  Score: Raw -11187024.746285 + Penalty 3727.620111 = -11183297.126175
  nChanged 28
		SP:Iteration 79Q (13341.180000 sec): 3 clusters
  Score: Raw -11187031.978324 + Penalty 3727.620111 = -11183304.358213
  nChanged 25
		SP:Iteration 80F (13341.430000 sec): 3 clusters
  Score: Raw -11187038.196747 + Penalty 3727.620111 = -11183310.576637
  nChanged 25
		SP:Iteration 81Q (13341.620000 sec): 3 clusters
  Score: Raw -11187043.868224 + Penalty 3727.620111 = -11183316.248114
  nChanged 18
		SP:Iteration 82Q (13341.800000 sec): 3 clusters
  Score: Raw -11187048.124463 + Penalty 3727.620111 = -11183320.504352
  nChanged 21
		SP:Iteration 83Q (13341.980000 sec): 3 clusters
  Score: Raw -11187052.897329 + Penalty 3727.620111 = -11183325.277218
  nChanged 16
		SP:Iteration 84Q (13342.160000 sec): 3 clusters
  Score: Raw -11187056.282716 + Penalty 3727.620111 = -11183328.662606
  nChanged 17
		SP:Iteration 85Q (13342.340000 sec): 3 clusters
  Score: Raw -11187059.541900 + Penalty 3727.620111 = -11183331.921790
  nChanged 17
		SP:Iteration 86Q (13342.520000 sec): 3 clusters
  Score: Raw -11187063.572140 + Penalty 3727.620111 = -11183335.952029
  nChanged 18
		SP:Iteration 87Q (13342.710000 sec): 3 clusters
  Score: Raw -11187068.056821 + Penalty 3727.620111 = -11183340.436711
  nChanged 19
		SP:Iteration 88Q (13342.890000 sec): 3 clusters
  Score: Raw -11187073.845235 + Penalty 3727.620111 = -11183346.225124
  nChanged 19
		SP:Iteration 89Q (13343.080000 sec): 3 clusters
  Score: Raw -11187079.651313 + Penalty 3727.620111 = -11183352.031203
  nChanged 19
		SP:Iteration 90Q (13343.260000 sec): 3 clusters
  Score: Raw -11187084.556603 + Penalty 3727.620111 = -11183356.936492
  nChanged 18
		SP:Iteration 91Q (13343.440000 sec): 3 clusters
  Score: Raw -11187087.756956 + Penalty 3727.620111 = -11183360.136845
  nChanged 13
		SP:Iteration 92Q (13343.620000 sec): 3 clusters
  Score: Raw -11187090.929079 + Penalty 3727.620111 = -11183363.308969
  nChanged 13
		SP:Iteration 93Q (13343.800000 sec): 3 clusters
  Score: Raw -11187093.680181 + Penalty 3727.620111 = -11183366.060070
  nChanged 7
		SP:Iteration 94Q (13343.970000 sec): 3 clusters
  Score: Raw -11187095.097366 + Penalty 3727.620111 = -11183367.477256
  nChanged 3
		SP:Iteration 95Q (13344.150000 sec): 3 clusters
  Score: Raw -11187096.005931 + Penalty 3727.620111 = -11183368.385820
  nChanged 6
		SP:Iteration 96Q (13344.330000 sec): 3 clusters
  Score: Raw -11187097.406194 + Penalty 3727.620111 = -11183369.786084
  nChanged 6
		SP:Iteration 97Q (13344.500000 sec): 3 clusters
  Score: Raw -11187099.027607 + Penalty 3727.620111 = -11183371.407497
  nChanged 8
		SP:Iteration 98Q (13344.680000 sec): 3 clusters
  Score: Raw -11187100.677836 + Penalty 3727.620111 = -11183373.057726
  nChanged 7
		SP:Iteration 99Q (13344.860000 sec): 3 clusters
  Score: Raw -11187102.033829 + Penalty 3727.620111 = -11183374.413718
  nChanged 6
		SP:Iteration 100F (13345.110000 sec): 3 clusters
  Score: Raw -11187103.004787 + Penalty 3727.620111 = -11183375.384676
  nChanged 8
		SP:Iteration 101Q (13345.290000 sec): 3 clusters
  Score: Raw -11187104.414070 + Penalty 3727.620111 = -11183376.793960
  nChanged 7
		SP:Iteration 102Q (13345.460000 sec): 3 clusters
  Score: Raw -11187105.987326 + Penalty 3727.620111 = -11183378.367216
  nChanged 4
		SP:Iteration 103Q (13345.640000 sec): 3 clusters
  Score: Raw -11187106.865439 + Penalty 3727.620111 = -11183379.245328
  nChanged 5
		SP:Iteration 104Q (13345.820000 sec): 3 clusters
  Score: Raw -11187107.947036 + Penalty 3727.620111 = -11183380.326925
  nChanged 3
		SP:Iteration 105Q (13346.000000 sec): 3 clusters
  Score: Raw -11187108.839910 + Penalty 3727.620111 = -11183381.219800
  nChanged 7
		SP:Iteration 106Q (13346.170000 sec): 3 clusters
  Score: Raw -11187110.833379 + Penalty 3727.620111 = -11183383.213268
  nChanged 9
		SP:Iteration 107Q (13346.350000 sec): 3 clusters
  Score: Raw -11187112.402524 + Penalty 3727.620111 = -11183384.782413
  nChanged 6
		SP:Iteration 108Q (13346.530000 sec): 3 clusters
  Score: Raw -11187114.043568 + Penalty 3727.620111 = -11183386.423458
  nChanged 7
		SP:Iteration 109Q (13346.700000 sec): 3 clusters
  Score: Raw -11187115.627260 + Penalty 3727.620111 = -11183388.007149
  nChanged 9
		SP:Iteration 110Q (13346.880000 sec): 3 clusters
  Score: Raw -11187118.217828 + Penalty 3727.620111 = -11183390.597717
  nChanged 7
		SP:Iteration 111Q (13347.060000 sec): 3 clusters
  Score: Raw -11187120.240692 + Penalty 3727.620111 = -11183392.620581
  nChanged 7
		SP:Iteration 112Q (13347.240000 sec): 3 clusters
  Score: Raw -11187121.773877 + Penalty 3727.620111 = -11183394.153766
  nChanged 5
		SP:Iteration 113Q (13347.420000 sec): 3 clusters
  Score: Raw -11187123.253090 + Penalty 3727.620111 = -11183395.632980
  nChanged 9
		SP:Iteration 114Q (13347.600000 sec): 3 clusters
  Score: Raw -11187125.057760 + Penalty 3727.620111 = -11183397.437649
  nChanged 8
		SP:Iteration 115Q (13347.780000 sec): 3 clusters
  Score: Raw -11187126.561860 + Penalty 3727.620111 = -11183398.941750
  nChanged 7
		SP:Iteration 116Q (13347.960000 sec): 3 clusters
  Score: Raw -11187127.927002 + Penalty 3727.620111 = -11183400.306892
  nChanged 5
		SP:Iteration 117Q (13348.140000 sec): 3 clusters
  Score: Raw -11187129.224933 + Penalty 3727.620111 = -11183401.604822
  nChanged 5
		SP:Iteration 118Q (13348.310000 sec): 3 clusters
  Score: Raw -11187130.431391 + Penalty 3727.620111 = -11183402.811280
  nChanged 2
		SP:Iteration 119Q (13348.500000 sec): 3 clusters
  Score: Raw -11187130.979562 + Penalty 3727.620111 = -11183403.359451
  nChanged 3
		SP:Iteration 120F (13348.750000 sec): 3 clusters
  Score: Raw -11187131.671453 + Penalty 3727.620111 = -11183404.051343
  nChanged 3
		SP:Iteration 121Q (13348.940000 sec): 3 clusters
  Score: Raw -11187132.153156 + Penalty 3727.620111 = -11183404.533046
  nChanged 1
		SP:Iteration 122Q (13349.120000 sec): 3 clusters
  Score: Raw -11187132.456631 + Penalty 3727.620111 = -11183404.836520
  nChanged 2
		SP:Iteration 123Q (13349.300000 sec): 3 clusters
  Score: Raw -11187132.765244 + Penalty 3727.620111 = -11183405.145133
  nChanged 2
		SP:Iteration 124Q (13349.480000 sec): 3 clusters
  Score: Raw -11187133.121700 + Penalty 3727.620111 = -11183405.501590
  nChanged 3
		SP:Iteration 125Q (13349.650000 sec): 3 clusters
  Score: Raw -11187133.843547 + Penalty 3727.620111 = -11183406.223436
  nChanged 3
		SP:Iteration 126Q (13349.830000 sec): 3 clusters
  Score: Raw -11187134.661708 + Penalty 3727.620111 = -11183407.041597
  nChanged 5
		SP:Iteration 127Q (13350.010000 sec): 3 clusters
  Score: Raw -11187136.070709 + Penalty 3727.620111 = -11183408.450598
  nChanged 5
		SP:Iteration 128Q (13350.180000 sec): 3 clusters
  Score: Raw -11187137.274726 + Penalty 3727.620111 = -11183409.654616
  nChanged 7
		SP:Iteration 129Q (13350.360000 sec): 3 clusters
  Score: Raw -11187138.448657 + Penalty 3727.620111 = -11183410.828546
  nChanged 6
		SP:Iteration 130Q (13350.540000 sec): 3 clusters
  Score: Raw -11187139.691316 + Penalty 3727.620111 = -11183412.071206
  nChanged 7
		SP:Iteration 131Q (13350.720000 sec): 3 clusters
  Score: Raw -11187141.347482 + Penalty 3727.620111 = -11183413.727371
  nChanged 6
		SP:Iteration 132Q (13350.900000 sec): 3 clusters
  Score: Raw -11187143.238058 + Penalty 3727.620111 = -11183415.617947
  nChanged 8
		SP:Iteration 133Q (13351.070000 sec): 3 clusters
  Score: Raw -11187145.468597 + Penalty 3727.620111 = -11183417.848486
  nChanged 8
		SP:Iteration 134Q (13351.250000 sec): 3 clusters
  Score: Raw -11187147.697441 + Penalty 3727.620111 = -11183420.077330
  nChanged 9
		SP:Iteration 135Q (13351.430000 sec): 3 clusters
  Score: Raw -11187150.937844 + Penalty 3727.620111 = -11183423.317734
  nChanged 9
		SP:Iteration 136Q (13351.600000 sec): 3 clusters
  Score: Raw -11187153.698389 + Penalty 3727.620111 = -11183426.078279
  nChanged 9
		SP:Iteration 137Q (13351.780000 sec): 3 clusters
  Score: Raw -11187156.492634 + Penalty 3727.620111 = -11183428.872523
  nChanged 11
		SP:Iteration 138Q (13351.960000 sec): 3 clusters
  Score: Raw -11187158.758101 + Penalty 3727.620111 = -11183431.137990
  nChanged 7
		SP:Iteration 139Q (13352.140000 sec): 3 clusters
  Score: Raw -11187160.508139 + Penalty 3727.620111 = -11183432.888029
  nChanged 6
		SP:Iteration 140F (13352.380000 sec): 3 clusters
  Score: Raw -11187162.004082 + Penalty 3727.620111 = -11183434.383972
  nChanged 5
		SP:Iteration 141Q (13352.560000 sec): 3 clusters
  Score: Raw -11187163.367249 + Penalty 3727.620111 = -11183435.747138
  nChanged 7
		SP:Iteration 142Q (13352.740000 sec): 3 clusters
  Score: Raw -11187164.908368 + Penalty 3727.620111 = -11183437.288257
  nChanged 7
		SP:Iteration 143Q (13352.920000 sec): 3 clusters
  Score: Raw -11187167.395093 + Penalty 3727.620111 = -11183439.774982
  nChanged 8
		SP:Iteration 144Q (13353.100000 sec): 3 clusters
  Score: Raw -11187169.864976 + Penalty 3727.620111 = -11183442.244866
  nChanged 7
		SP:Iteration 145Q (13353.280000 sec): 3 clusters
  Score: Raw -11187171.690248 + Penalty 3727.620111 = -11183444.070138
  nChanged 7
		SP:Iteration 146Q (13353.450000 sec): 3 clusters
  Score: Raw -11187173.794194 + Penalty 3727.620111 = -11183446.174083
  nChanged 8
		SP:Iteration 147Q (13353.630000 sec): 3 clusters
  Score: Raw -11187176.168601 + Penalty 3727.620111 = -11183448.548491
  nChanged 8
		SP:Iteration 148Q (13353.810000 sec): 3 clusters
  Score: Raw -11187179.721670 + Penalty 3727.620111 = -11183452.101559
  nChanged 9
		SP:Iteration 149Q (13353.990000 sec): 3 clusters
  Score: Raw -11187182.257068 + Penalty 3727.620111 = -11183454.636957
  nChanged 10
		SP:Iteration 150Q (13354.160000 sec): 3 clusters
  Score: Raw -11187186.661887 + Penalty 3727.620111 = -11183459.041777
  nChanged 16
		SP:Iteration 151Q (13354.340000 sec): 3 clusters
  Score: Raw -11187192.963487 + Penalty 3727.620111 = -11183465.343376
  nChanged 12
		SP:Iteration 152Q (13354.520000 sec): 3 clusters
  Score: Raw -11187195.812739 + Penalty 3727.620111 = -11183468.192629
  nChanged 6
		SP:Iteration 153Q (13354.690000 sec): 3 clusters
  Score: Raw -11187197.763661 + Penalty 3727.620111 = -11183470.143551
  nChanged 7
		SP:Iteration 154Q (13354.880000 sec): 3 clusters
  Score: Raw -11187199.430572 + Penalty 3727.620111 = -11183471.810462
  nChanged 4
		SP:Iteration 155Q (13355.050000 sec): 3 clusters
  Score: Raw -11187200.707094 + Penalty 3727.620111 = -11183473.086983
  nChanged 3
		SP:Iteration 156Q (13355.220000 sec): 3 clusters
  Score: Raw -11187202.295851 + Penalty 3727.620111 = -11183474.675741
  nChanged 3
		SP:Iteration 157Q (13355.400000 sec): 3 clusters
  Score: Raw -11187204.060197 + Penalty 3727.620111 = -11183476.440087
  nChanged 7
		SP:Iteration 158Q (13355.580000 sec): 3 clusters
  Score: Raw -11187205.706193 + Penalty 3727.620111 = -11183478.086083
  nChanged 4
		SP:Iteration 159Q (13355.760000 sec): 3 clusters
  Score: Raw -11187207.006556 + Penalty 3727.620111 = -11183479.386445
  nChanged 7
		SP:Iteration 160F (13356.000000 sec): 3 clusters
  Score: Raw -11187208.652424 + Penalty 3727.620111 = -11183481.032313
  nChanged 6
		SP:Iteration 161Q (13356.180000 sec): 3 clusters
  Score: Raw -11187210.401899 + Penalty 3727.620111 = -11183482.781789
  nChanged 5
		SP:Iteration 162Q (13356.360000 sec): 3 clusters
  Score: Raw -11187211.860171 + Penalty 3727.620111 = -11183484.240061
  nChanged 9
		SP:Iteration 163Q (13356.530000 sec): 3 clusters
  Score: Raw -11187214.932362 + Penalty 3727.620111 = -11183487.312251
  nChanged 13
		SP:Iteration 164Q (13356.710000 sec): 3 clusters
  Score: Raw -11187219.482862 + Penalty 3727.620111 = -11183491.862751
  nChanged 13
		SP:Iteration 165Q (13356.890000 sec): 3 clusters
  Score: Raw -11187224.568687 + Penalty 3727.620111 = -11183496.948577
  nChanged 7
		SP:Iteration 166Q (13357.060000 sec): 3 clusters
  Score: Raw -11187226.305939 + Penalty 3727.620111 = -11183498.685828
  nChanged 4
		SP:Iteration 167Q (13357.240000 sec): 3 clusters
  Score: Raw -11187227.721334 + Penalty 3727.620111 = -11183500.101223
  nChanged 3
		SP:Iteration 168Q (13357.420000 sec): 3 clusters
  Score: Raw -11187228.504626 + Penalty 3727.620111 = -11183500.884516
  nChanged 2
		SP:Iteration 169Q (13357.600000 sec): 3 clusters
  Score: Raw -11187228.921529 + Penalty 3727.620111 = -11183501.301419
  nChanged 3
		SP:Iteration 170Q (13357.780000 sec): 3 clusters
  Score: Raw -11187229.591163 + Penalty 3727.620111 = -11183501.971053
  nChanged 1
		SP:Iteration 171Q (13357.960000 sec): 3 clusters
  Score: Raw -11187229.866178 + Penalty 3727.620111 = -11183502.246067
  nChanged 1
		SP:Iteration 172Q (13358.140000 sec): 3 clusters
  Score: Raw -11187230.061206 + Penalty 3727.620111 = -11183502.441096
  nChanged 3
		SP:Iteration 173Q (13358.320000 sec): 3 clusters
  Score: Raw -11187230.578243 + Penalty 3727.620111 = -11183502.958133
  nChanged 3
		SP:Iteration 174Q (13358.500000 sec): 3 clusters
  Score: Raw -11187231.887383 + Penalty 3727.620111 = -11183504.267272
  nChanged 5
		SP:Iteration 175Q (13358.670000 sec): 3 clusters
  Score: Raw -11187233.150791 + Penalty 3727.620111 = -11183505.530681
  nChanged 1
		SP:Iteration 176Q (13358.850000 sec): 3 clusters
  Score: Raw -11187233.366708 + Penalty 3727.620111 = -11183505.746598
  nChanged 1
		SP:Iteration 177Q (13359.030000 sec): 3 clusters
  Score: Raw -11187233.627862 + Penalty 3727.620111 = -11183506.007751
  nChanged 0
		SP:Iteration 178F (13359.280000 sec): 3 clusters
  Score: Raw -11187233.627862 + Penalty 3727.620111 = -11183506.007751
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13359.380000 sec): 2 clusters
  Score: Raw -2050294.512058 + Penalty 1588.848207 = -2048705.663851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13359.420000 sec): 3 clusters
  Score: Raw -2039837.287462 + Penalty 3177.696413 = -2036659.591049
  nChanged 7942
		SP:Iteration 1F (13359.460000 sec): 3 clusters
  Score: Raw -2044173.857293 + Penalty 3177.696413 = -2040996.160880
  nChanged 892
		SP:Iteration 2F (13359.510000 sec): 3 clusters
  Score: Raw -2044523.398809 + Penalty 3177.696413 = -2041345.702396
  nChanged 819
		SP:Iteration 3Q (13359.560000 sec): 3 clusters
  Score: Raw -2044859.915793 + Penalty 3177.696413 = -2041682.219380
  nChanged 805
		SP:Iteration 4Q (13359.600000 sec): 3 clusters
  Score: Raw -2045200.354953 + Penalty 3177.696413 = -2042022.658539
  nChanged 801
		SP:Iteration 5Q (13359.650000 sec): 3 clusters
  Score: Raw -2045511.268900 + Penalty 3177.696413 = -2042333.572486
  nChanged 754
		SP:Iteration 6Q (13359.700000 sec): 3 clusters
  Score: Raw -2045789.475436 + Penalty 3177.696413 = -2042611.779023
  nChanged 708
		SP:Iteration 7Q (13359.740000 sec): 3 clusters
  Score: Raw -2046062.890060 + Penalty 3177.696413 = -2042885.193647
  nChanged 752
		SP:Iteration 8Q (13359.790000 sec): 3 clusters
  Score: Raw -2046336.417959 + Penalty 3177.696413 = -2043158.721546
  nChanged 678
		SP:Iteration 9Q (13359.830000 sec): 3 clusters
  Score: Raw -2046595.675325 + Penalty 3177.696413 = -2043417.978911
  nChanged 675
		SP:Iteration 10Q (13359.880000 sec): 3 clusters
  Score: Raw -2046868.329860 + Penalty 3177.696413 = -2043690.633447
  nChanged 702
		SP:Iteration 11Q (13359.920000 sec): 3 clusters
  Score: Raw -2047157.641375 + Penalty 3177.696413 = -2043979.944962
  nChanged 707
		SP:Iteration 12Q (13359.970000 sec): 3 clusters
  Score: Raw -2047483.941258 + Penalty 3177.696413 = -2044306.244845
  nChanged 756
		SP:Iteration 13Q (13360.020000 sec): 3 clusters
  Score: Raw -2047868.611005 + Penalty 3177.696413 = -2044690.914592
  nChanged 776
		SP:Iteration 14Q (13360.060000 sec): 3 clusters
  Score: Raw -2048336.828890 + Penalty 3177.696413 = -2045159.132477
  nChanged 824
		SP:Iteration 15Q (13360.100000 sec): 3 clusters
  Score: Raw -2048870.199048 + Penalty 3177.696413 = -2045692.502635
  nChanged 765
		SP:Iteration 16Q (13360.150000 sec): 3 clusters
  Score: Raw -2049378.693050 + Penalty 3177.696413 = -2046200.996637
  nChanged 626
		SP:Iteration 17Q (13360.200000 sec): 3 clusters
  Score: Raw -2049792.686723 + Penalty 3177.696413 = -2046614.990310
  nChanged 491
		SP:Iteration 18Q (13360.240000 sec): 3 clusters
  Score: Raw -2050106.049337 + Penalty 3177.696413 = -2046928.352923
  nChanged 368
		SP:Iteration 19Q (13360.290000 sec): 3 clusters
  Score: Raw -2050331.016328 + Penalty 3177.696413 = -2047153.319915
  nChanged 257
		SP:Iteration 20F (13360.330000 sec): 3 clusters
  Score: Raw -2050474.109559 + Penalty 3177.696413 = -2047296.413145
  nChanged 173
		SP:Iteration 21Q (13360.380000 sec): 3 clusters
  Score: Raw -2050569.347170 + Penalty 3177.696413 = -2047391.650757
  nChanged 112
		SP:Iteration 22Q (13360.420000 sec): 3 clusters
  Score: Raw -2050624.839406 + Penalty 3177.696413 = -2047447.142993
  nChanged 84
		SP:Iteration 23Q (13360.460000 sec): 3 clusters
  Score: Raw -2050664.047512 + Penalty 3177.696413 = -2047486.351099
  nChanged 66
		SP:Iteration 24Q (13360.500000 sec): 3 clusters
  Score: Raw -2050698.344102 + Penalty 3177.696413 = -2047520.647689
  nChanged 59
		SP:Iteration 25Q (13360.540000 sec): 3 clusters
  Score: Raw -2050726.210378 + Penalty 3177.696413 = -2047548.513965
  nChanged 32
		SP:Iteration 26Q (13360.580000 sec): 3 clusters
  Score: Raw -2050740.218616 + Penalty 3177.696413 = -2047562.522203
  nChanged 27
		SP:Iteration 27Q (13360.620000 sec): 3 clusters
  Score: Raw -2050752.524579 + Penalty 3177.696413 = -2047574.828166
  nChanged 25
		SP:Iteration 28Q (13360.650000 sec): 3 clusters
  Score: Raw -2050763.532763 + Penalty 3177.696413 = -2047585.836349
  nChanged 20
		SP:Iteration 29Q (13360.690000 sec): 3 clusters
  Score: Raw -2050772.215807 + Penalty 3177.696413 = -2047594.519394
  nChanged 16
		SP:Iteration 30Q (13360.730000 sec): 3 clusters
  Score: Raw -2050781.456287 + Penalty 3177.696413 = -2047603.759873
  nChanged 10
		SP:Iteration 31Q (13360.760000 sec): 3 clusters
  Score: Raw -2050786.672260 + Penalty 3177.696413 = -2047608.975846
  nChanged 11
		SP:Iteration 32Q (13360.800000 sec): 3 clusters
  Score: Raw -2050791.081774 + Penalty 3177.696413 = -2047613.385361
  nChanged 8
		SP:Iteration 33Q (13360.840000 sec): 3 clusters
  Score: Raw -2050794.389625 + Penalty 3177.696413 = -2047616.693212
  nChanged 6
		SP:Iteration 34Q (13360.880000 sec): 3 clusters
  Score: Raw -2050799.413453 + Penalty 3177.696413 = -2047621.717040
  nChanged 10
		SP:Iteration 35Q (13360.910000 sec): 3 clusters
  Score: Raw -2050805.830238 + Penalty 3177.696413 = -2047628.133825
  nChanged 13
		SP:Iteration 36Q (13360.950000 sec): 3 clusters
  Score: Raw -2050811.226446 + Penalty 3177.696413 = -2047633.530033
  nChanged 5
		SP:Iteration 37Q (13360.990000 sec): 3 clusters
  Score: Raw -2050812.903450 + Penalty 3177.696413 = -2047635.207037
  nChanged 3
		SP:Iteration 38Q (13361.020000 sec): 3 clusters
  Score: Raw -2050813.918034 + Penalty 3177.696413 = -2047636.221621
  nChanged 4
		SP:Iteration 39Q (13361.060000 sec): 3 clusters
  Score: Raw -2050815.531014 + Penalty 3177.696413 = -2047637.834600
  nChanged 0
		SP:Iteration 40F (13361.100000 sec): 3 clusters
  Score: Raw -2050815.531014 + Penalty 3177.696413 = -2047637.834600
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13361.140000 sec): 2 clusters
  Score: Raw -942100.330241 + Penalty 1461.553021 = -940638.777221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13361.160000 sec): 3 clusters
  Score: Raw -937664.584320 + Penalty 2923.106041 = -934741.478279
  nChanged 3424
		SP:Iteration 1F (13361.180000 sec): 3 clusters
  Score: Raw -939443.507146 + Penalty 2923.106041 = -936520.401105
  nChanged 492
		SP:Iteration 2F (13361.200000 sec): 3 clusters
  Score: Raw -939640.670259 + Penalty 2923.106041 = -936717.564218
  nChanged 375
		SP:Iteration 3Q (13361.220000 sec): 3 clusters
  Score: Raw -939793.413155 + Penalty 2923.106041 = -936870.307114
  nChanged 307
		SP:Iteration 4Q (13361.240000 sec): 3 clusters
  Score: Raw -939924.609066 + Penalty 2923.106041 = -937001.503024
  nChanged 296
		SP:Iteration 5Q (13361.260000 sec): 3 clusters
  Score: Raw -940056.066453 + Penalty 2923.106041 = -937132.960411
  nChanged 269
		SP:Iteration 6Q (13361.280000 sec): 3 clusters
  Score: Raw -940183.548616 + Penalty 2923.106041 = -937260.442575
  nChanged 273
		SP:Iteration 7Q (13361.300000 sec): 3 clusters
  Score: Raw -940321.302051 + Penalty 2923.106041 = -937398.196010
  nChanged 279
		SP:Iteration 8Q (13361.320000 sec): 3 clusters
  Score: Raw -940495.555896 + Penalty 2923.106041 = -937572.449855
  nChanged 287
		SP:Iteration 9Q (13361.340000 sec): 3 clusters
  Score: Raw -940669.219005 + Penalty 2923.106041 = -937746.112964
  nChanged 309
		SP:Iteration 10Q (13361.360000 sec): 3 clusters
  Score: Raw -940873.567192 + Penalty 2923.106041 = -937950.461151
  nChanged 320
		SP:Iteration 11Q (13361.380000 sec): 3 clusters
  Score: Raw -941095.675210 + Penalty 2923.106041 = -938172.569169
  nChanged 308
		SP:Iteration 12Q (13361.390000 sec): 3 clusters
  Score: Raw -941321.140437 + Penalty 2923.106041 = -938398.034396
  nChanged 288
		SP:Iteration 13Q (13361.410000 sec): 3 clusters
  Score: Raw -941539.888346 + Penalty 2923.106041 = -938616.782305
  nChanged 250
		SP:Iteration 14Q (13361.430000 sec): 3 clusters
  Score: Raw -941738.043621 + Penalty 2923.106041 = -938814.937580
  nChanged 201
		SP:Iteration 15Q (13361.450000 sec): 3 clusters
  Score: Raw -941894.595522 + Penalty 2923.106041 = -938971.489481
  nChanged 145
		SP:Iteration 16Q (13361.460000 sec): 3 clusters
  Score: Raw -942008.312498 + Penalty 2923.106041 = -939085.206457
  nChanged 87
		SP:Iteration 17Q (13361.480000 sec): 3 clusters
  Score: Raw -942064.853340 + Penalty 2923.106041 = -939141.747299
  nChanged 62
		SP:Iteration 18Q (13361.500000 sec): 3 clusters
  Score: Raw -942112.059457 + Penalty 2923.106041 = -939188.953416
  nChanged 44
		SP:Iteration 19Q (13361.510000 sec): 3 clusters
  Score: Raw -942154.189579 + Penalty 2923.106041 = -939231.083538
  nChanged 34
		SP:Iteration 20F (13361.530000 sec): 3 clusters
  Score: Raw -942180.274758 + Penalty 2923.106041 = -939257.168717
  nChanged 26
		SP:Iteration 21Q (13361.550000 sec): 3 clusters
  Score: Raw -942198.330900 + Penalty 2923.106041 = -939275.224859
  nChanged 14
		SP:Iteration 22Q (13361.560000 sec): 3 clusters
  Score: Raw -942208.440200 + Penalty 2923.106041 = -939285.334159
  nChanged 11
		SP:Iteration 23Q (13361.580000 sec): 3 clusters
  Score: Raw -942215.919992 + Penalty 2923.106041 = -939292.813951
  nChanged 11
		SP:Iteration 24Q (13361.590000 sec): 3 clusters
  Score: Raw -942222.264970 + Penalty 2923.106041 = -939299.158929
  nChanged 11
		SP:Iteration 25Q (13361.610000 sec): 3 clusters
  Score: Raw -942230.007198 + Penalty 2923.106041 = -939306.901157
  nChanged 7
		SP:Iteration 26Q (13361.620000 sec): 3 clusters
  Score: Raw -942233.663149 + Penalty 2923.106041 = -939310.557108
  nChanged 4
		SP:Iteration 27Q (13361.640000 sec): 3 clusters
  Score: Raw -942237.214192 + Penalty 2923.106041 = -939314.108150
  nChanged 7
		SP:Iteration 28Q (13361.650000 sec): 3 clusters
  Score: Raw -942242.580341 + Penalty 2923.106041 = -939319.474300
  nChanged 3
		SP:Iteration 29Q (13361.670000 sec): 3 clusters
  Score: Raw -942246.555824 + Penalty 2923.106041 = -939323.449783
  nChanged 5
		SP:Iteration 30Q (13361.680000 sec): 3 clusters
  Score: Raw -942250.242081 + Penalty 2923.106041 = -939327.136040
  nChanged 1
		SP:Iteration 31Q (13361.700000 sec): 3 clusters
  Score: Raw -942250.750415 + Penalty 2923.106041 = -939327.644374
  nChanged 1
		SP:Iteration 32Q (13361.710000 sec): 3 clusters
  Score: Raw -942251.408768 + Penalty 2923.106041 = -939328.302727
  nChanged 1
		SP:Iteration 33Q (13361.730000 sec): 3 clusters
  Score: Raw -942253.125231 + Penalty 2923.106041 = -939330.019190
  nChanged 3
		SP:Iteration 34Q (13361.740000 sec): 3 clusters
  Score: Raw -942256.290181 + Penalty 2923.106041 = -939333.184139
  nChanged 5
		SP:Iteration 35Q (13361.760000 sec): 3 clusters
  Score: Raw -942260.428202 + Penalty 2923.106041 = -939337.322161
  nChanged 5
		SP:Iteration 36Q (13361.770000 sec): 3 clusters
  Score: Raw -942263.699425 + Penalty 2923.106041 = -939340.593384
  nChanged 3
		SP:Iteration 37Q (13361.790000 sec): 3 clusters
  Score: Raw -942266.719221 + Penalty 2923.106041 = -939343.613179
  nChanged 5
		SP:Iteration 38Q (13361.800000 sec): 3 clusters
  Score: Raw -942271.328277 + Penalty 2923.106041 = -939348.222235
  nChanged 2
		SP:Iteration 39Q (13361.820000 sec): 3 clusters
  Score: Raw -942275.177454 + Penalty 2923.106041 = -939352.071413
  nChanged 2
		SP:Iteration 40F (13361.840000 sec): 3 clusters
  Score: Raw -942276.645282 + Penalty 2923.106041 = -939353.539241
  nChanged 1
		SP:Iteration 41Q (13361.850000 sec): 3 clusters
  Score: Raw -942278.053163 + Penalty 2923.106041 = -939354.947122
  nChanged 3
		SP:Iteration 42Q (13361.860000 sec): 3 clusters
  Score: Raw -942283.656930 + Penalty 2923.106041 = -939360.550889
  nChanged 2
		SP:Iteration 43Q (13361.880000 sec): 3 clusters
  Score: Raw -942284.904680 + Penalty 2923.106041 = -939361.798639
  nChanged 2
		SP:Iteration 44Q (13361.900000 sec): 3 clusters
  Score: Raw -942287.264180 + Penalty 2923.106041 = -939364.158139
  nChanged 2
		SP:Iteration 45Q (13361.910000 sec): 3 clusters
  Score: Raw -942289.052135 + Penalty 2923.106041 = -939365.946094
  nChanged 1
		SP:Iteration 46Q (13361.920000 sec): 3 clusters
  Score: Raw -942291.065336 + Penalty 2923.106041 = -939367.959295
  nChanged 2
		SP:Iteration 47Q (13361.940000 sec): 3 clusters
  Score: Raw -942292.721766 + Penalty 2923.106041 = -939369.615724
  nChanged 3
		SP:Iteration 48Q (13361.950000 sec): 3 clusters
  Score: Raw -942293.741955 + Penalty 2923.106041 = -939370.635913
  nChanged 0
		SP:Iteration 49F (13361.970000 sec): 3 clusters
  Score: Raw -942293.741955 + Penalty 2923.106041 = -939370.635913
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13362.000000 sec): 2 clusters
  Score: Raw -1136038.639284 + Penalty 1490.249734 = -1134548.389549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13362.030000 sec): 3 clusters
  Score: Raw -1130627.765273 + Penalty 2980.499469 = -1127647.265804
  nChanged 4135
		SP:Iteration 1F (13362.050000 sec): 3 clusters
  Score: Raw -1132804.513033 + Penalty 2980.499469 = -1129824.013564
  nChanged 586
		SP:Iteration 2F (13362.080000 sec): 3 clusters
  Score: Raw -1133076.915041 + Penalty 2980.499469 = -1130096.415572
  nChanged 517
		SP:Iteration 3F (13362.100000 sec): 3 clusters
  Score: Raw -1133336.551081 + Penalty 2980.499469 = -1130356.051612
  nChanged 478
		SP:Iteration 4Q (13362.120000 sec): 3 clusters
  Score: Raw -1133588.443892 + Penalty 2980.499469 = -1130607.944423
  nChanged 486
		SP:Iteration 5F (13362.150000 sec): 3 clusters
  Score: Raw -1133841.793980 + Penalty 2980.499469 = -1130861.294511
  nChanged 441
		SP:Iteration 6Q (13362.170000 sec): 3 clusters
  Score: Raw -1134044.731587 + Penalty 2980.499469 = -1131064.232118
  nChanged 375
		SP:Iteration 7Q (13362.200000 sec): 3 clusters
  Score: Raw -1134214.584123 + Penalty 2980.499469 = -1131234.084654
  nChanged 343
		SP:Iteration 8Q (13362.220000 sec): 3 clusters
  Score: Raw -1134362.231140 + Penalty 2980.499469 = -1131381.731671
  nChanged 332
		SP:Iteration 9Q (13362.240000 sec): 3 clusters
  Score: Raw -1134513.691934 + Penalty 2980.499469 = -1131533.192465
  nChanged 302
		SP:Iteration 10Q (13362.260000 sec): 3 clusters
  Score: Raw -1134650.405693 + Penalty 2980.499469 = -1131669.906224
  nChanged 273
		SP:Iteration 11Q (13362.290000 sec): 3 clusters
  Score: Raw -1134806.070433 + Penalty 2980.499469 = -1131825.570964
  nChanged 284
		SP:Iteration 12Q (13362.310000 sec): 3 clusters
  Score: Raw -1134978.925199 + Penalty 2980.499469 = -1131998.425730
  nChanged 285
		SP:Iteration 13Q (13362.340000 sec): 3 clusters
  Score: Raw -1135179.423582 + Penalty 2980.499469 = -1132198.924113
  nChanged 297
		SP:Iteration 14Q (13362.360000 sec): 3 clusters
  Score: Raw -1135363.910041 + Penalty 2980.499469 = -1132383.410572
  nChanged 241
		SP:Iteration 15Q (13362.380000 sec): 3 clusters
  Score: Raw -1135514.634446 + Penalty 2980.499469 = -1132534.134977
  nChanged 227
		SP:Iteration 16Q (13362.400000 sec): 3 clusters
  Score: Raw -1135643.642378 + Penalty 2980.499469 = -1132663.142909
  nChanged 178
		SP:Iteration 17Q (13362.430000 sec): 3 clusters
  Score: Raw -1135729.945586 + Penalty 2980.499469 = -1132749.446117
  nChanged 153
		SP:Iteration 18Q (13362.450000 sec): 3 clusters
  Score: Raw -1135799.468039 + Penalty 2980.499469 = -1132818.968570
  nChanged 137
		SP:Iteration 19Q (13362.470000 sec): 3 clusters
  Score: Raw -1135855.466604 + Penalty 2980.499469 = -1132874.967135
  nChanged 103
		SP:Iteration 20F (13362.500000 sec): 3 clusters
  Score: Raw -1135895.882721 + Penalty 2980.499469 = -1132915.383252
  nChanged 97
		SP:Iteration 21Q (13362.520000 sec): 3 clusters
  Score: Raw -1135933.438874 + Penalty 2980.499469 = -1132952.939405
  nChanged 82
		SP:Iteration 22Q (13362.540000 sec): 3 clusters
  Score: Raw -1135965.195238 + Penalty 2980.499469 = -1132984.695769
  nChanged 85
		SP:Iteration 23Q (13362.560000 sec): 3 clusters
  Score: Raw -1135998.556286 + Penalty 2980.499469 = -1133018.056817
  nChanged 73
		SP:Iteration 24Q (13362.580000 sec): 3 clusters
  Score: Raw -1136023.515379 + Penalty 2980.499469 = -1133043.015910
  nChanged 66
		SP:Iteration 25Q (13362.600000 sec): 3 clusters
  Score: Raw -1136045.704865 + Penalty 2980.499469 = -1133065.205396
  nChanged 58
		SP:Iteration 26Q (13362.620000 sec): 3 clusters
  Score: Raw -1136066.219006 + Penalty 2980.499469 = -1133085.719537
  nChanged 59
		SP:Iteration 27Q (13362.640000 sec): 3 clusters
  Score: Raw -1136089.348291 + Penalty 2980.499469 = -1133108.848822
  nChanged 60
		SP:Iteration 28Q (13362.660000 sec): 3 clusters
  Score: Raw -1136113.356584 + Penalty 2980.499469 = -1133132.857115
  nChanged 55
		SP:Iteration 29Q (13362.680000 sec): 3 clusters
  Score: Raw -1136137.127732 + Penalty 2980.499469 = -1133156.628263
  nChanged 54
		SP:Iteration 30Q (13362.700000 sec): 3 clusters
  Score: Raw -1136163.791462 + Penalty 2980.499469 = -1133183.291993
  nChanged 48
		SP:Iteration 31Q (13362.720000 sec): 3 clusters
  Score: Raw -1136184.267758 + Penalty 2980.499469 = -1133203.768289
  nChanged 44
		SP:Iteration 32Q (13362.740000 sec): 3 clusters
  Score: Raw -1136203.094177 + Penalty 2980.499469 = -1133222.594708
  nChanged 37
		SP:Iteration 33Q (13362.760000 sec): 3 clusters
  Score: Raw -1136218.004032 + Penalty 2980.499469 = -1133237.504563
  nChanged 34
		SP:Iteration 34Q (13362.780000 sec): 3 clusters
  Score: Raw -1136231.649042 + Penalty 2980.499469 = -1133251.149573
  nChanged 34
		SP:Iteration 35Q (13362.800000 sec): 3 clusters
  Score: Raw -1136248.159462 + Penalty 2980.499469 = -1133267.659993
  nChanged 37
		SP:Iteration 36Q (13362.820000 sec): 3 clusters
  Score: Raw -1136262.939904 + Penalty 2980.499469 = -1133282.440435
  nChanged 26
		SP:Iteration 37Q (13362.840000 sec): 3 clusters
  Score: Raw -1136272.846450 + Penalty 2980.499469 = -1133292.346981
  nChanged 19
		SP:Iteration 38Q (13362.860000 sec): 3 clusters
  Score: Raw -1136280.219036 + Penalty 2980.499469 = -1133299.719567
  nChanged 15
		SP:Iteration 39Q (13362.880000 sec): 3 clusters
  Score: Raw -1136286.237802 + Penalty 2980.499469 = -1133305.738333
  nChanged 12
		SP:Iteration 40F (13362.900000 sec): 3 clusters
  Score: Raw -1136290.100045 + Penalty 2980.499469 = -1133309.600576
  nChanged 12
		SP:Iteration 41Q (13362.920000 sec): 3 clusters
  Score: Raw -1136294.172551 + Penalty 2980.499469 = -1133313.673082
  nChanged 15
		SP:Iteration 42Q (13362.940000 sec): 3 clusters
  Score: Raw -1136301.670631 + Penalty 2980.499469 = -1133321.171162
  nChanged 15
		SP:Iteration 43Q (13362.960000 sec): 3 clusters
  Score: Raw -1136309.242106 + Penalty 2980.499469 = -1133328.742637
  nChanged 11
		SP:Iteration 44Q (13362.980000 sec): 3 clusters
  Score: Raw -1136313.100839 + Penalty 2980.499469 = -1133332.601370
  nChanged 7
		SP:Iteration 45Q (13363.000000 sec): 3 clusters
  Score: Raw -1136316.149717 + Penalty 2980.499469 = -1133335.650248
  nChanged 14
		SP:Iteration 46Q (13363.020000 sec): 3 clusters
  Score: Raw -1136322.688135 + Penalty 2980.499469 = -1133342.188666
  nChanged 17
		SP:Iteration 47Q (13363.040000 sec): 3 clusters
  Score: Raw -1136330.718379 + Penalty 2980.499469 = -1133350.218910
  nChanged 15
		SP:Iteration 48Q (13363.060000 sec): 3 clusters
  Score: Raw -1136336.326875 + Penalty 2980.499469 = -1133355.827406
  nChanged 11
		SP:Iteration 49Q (13363.070000 sec): 3 clusters
  Score: Raw -1136340.434299 + Penalty 2980.499469 = -1133359.934830
  nChanged 11
		SP:Iteration 50Q (13363.090000 sec): 3 clusters
  Score: Raw -1136344.193202 + Penalty 2980.499469 = -1133363.693733
  nChanged 8
		SP:Iteration 51Q (13363.110000 sec): 3 clusters
  Score: Raw -1136347.454888 + Penalty 2980.499469 = -1133366.955419
  nChanged 8
		SP:Iteration 52Q (13363.130000 sec): 3 clusters
  Score: Raw -1136350.961933 + Penalty 2980.499469 = -1133370.462464
  nChanged 9
		SP:Iteration 53Q (13363.150000 sec): 3 clusters
  Score: Raw -1136355.876741 + Penalty 2980.499469 = -1133375.377272
  nChanged 8
		SP:Iteration 54Q (13363.170000 sec): 3 clusters
  Score: Raw -1136360.148036 + Penalty 2980.499469 = -1133379.648567
  nChanged 6
		SP:Iteration 55Q (13363.180000 sec): 3 clusters
  Score: Raw -1136363.024473 + Penalty 2980.499469 = -1133382.525004
  nChanged 5
		SP:Iteration 56Q (13363.200000 sec): 3 clusters
  Score: Raw -1136365.152296 + Penalty 2980.499469 = -1133384.652827
  nChanged 9
		SP:Iteration 57Q (13363.220000 sec): 3 clusters
  Score: Raw -1136369.664059 + Penalty 2980.499469 = -1133389.164590
  nChanged 4
		SP:Iteration 58Q (13363.240000 sec): 3 clusters
  Score: Raw -1136370.611675 + Penalty 2980.499469 = -1133390.112206
  nChanged 3
		SP:Iteration 59Q (13363.260000 sec): 3 clusters
  Score: Raw -1136371.699141 + Penalty 2980.499469 = -1133391.199672
  nChanged 6
		SP:Iteration 60F (13363.280000 sec): 3 clusters
  Score: Raw -1136373.798451 + Penalty 2980.499469 = -1133393.298982
  nChanged 4
		SP:Iteration 61Q (13363.300000 sec): 3 clusters
  Score: Raw -1136375.315964 + Penalty 2980.499469 = -1133394.816495
  nChanged 1
		SP:Iteration 62Q (13363.320000 sec): 3 clusters
  Score: Raw -1136375.487208 + Penalty 2980.499469 = -1133394.987739
  nChanged 1
		SP:Iteration 63Q (13363.340000 sec): 3 clusters
  Score: Raw -1136375.800795 + Penalty 2980.499469 = -1133395.301326
  nChanged 1
		SP:Iteration 64Q (13363.360000 sec): 3 clusters
  Score: Raw -1136376.060113 + Penalty 2980.499469 = -1133395.560644
  nChanged 1
		SP:Iteration 65Q (13363.380000 sec): 3 clusters
  Score: Raw -1136376.304817 + Penalty 2980.499469 = -1133395.805348
  nChanged 0
		SP:Iteration 66F (13363.400000 sec): 3 clusters
  Score: Raw -1136376.304817 + Penalty 2980.499469 = -1133395.805348
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13363.420000 sec): 2 clusters
  Score: Raw -793989.495819 + Penalty 1435.532417 = -792553.963402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13363.440000 sec): 3 clusters
  Score: Raw -790194.626002 + Penalty 2871.064833 = -787323.561169
  nChanged 2809
		SP:Iteration 1F (13363.460000 sec): 3 clusters
  Score: Raw -791793.880269 + Penalty 2871.064833 = -788922.815436
  nChanged 451
		SP:Iteration 2F (13363.480000 sec): 3 clusters
  Score: Raw -792034.781206 + Penalty 2871.064833 = -789163.716372
  nChanged 382
		SP:Iteration 3F (13363.490000 sec): 3 clusters
  Score: Raw -792258.359565 + Penalty 2871.064833 = -789387.294732
  nChanged 360
		SP:Iteration 4F (13363.510000 sec): 3 clusters
  Score: Raw -792484.185214 + Penalty 2871.064833 = -789613.120381
  nChanged 364
		SP:Iteration 5F (13363.530000 sec): 3 clusters
  Score: Raw -792719.863107 + Penalty 2871.064833 = -789848.798273
  nChanged 341
		SP:Iteration 6Q (13363.540000 sec): 3 clusters
  Score: Raw -792940.423764 + Penalty 2871.064833 = -790069.358930
  nChanged 310
		SP:Iteration 7Q (13363.560000 sec): 3 clusters
  Score: Raw -793121.554369 + Penalty 2871.064833 = -790250.489535
  nChanged 309
		SP:Iteration 8Q (13363.580000 sec): 3 clusters
  Score: Raw -793328.714886 + Penalty 2871.064833 = -790457.650053
  nChanged 270
		SP:Iteration 9Q (13363.600000 sec): 3 clusters
  Score: Raw -793513.298536 + Penalty 2871.064833 = -790642.233702
  nChanged 246
		SP:Iteration 10Q (13363.610000 sec): 3 clusters
  Score: Raw -793662.091978 + Penalty 2871.064833 = -790791.027144
  nChanged 194
		SP:Iteration 11Q (13363.630000 sec): 3 clusters
  Score: Raw -793763.058703 + Penalty 2871.064833 = -790891.993870
  nChanged 158
		SP:Iteration 12Q (13363.650000 sec): 3 clusters
  Score: Raw -793850.466528 + Penalty 2871.064833 = -790979.401694
  nChanged 114
		SP:Iteration 13Q (13363.660000 sec): 3 clusters
  Score: Raw -793904.018524 + Penalty 2871.064833 = -791032.953690
  nChanged 84
		SP:Iteration 14Q (13363.680000 sec): 3 clusters
  Score: Raw -793941.096387 + Penalty 2871.064833 = -791070.031554
  nChanged 68
		SP:Iteration 15Q (13363.700000 sec): 3 clusters
  Score: Raw -793966.875987 + Penalty 2871.064833 = -791095.811154
  nChanged 64
		SP:Iteration 16Q (13363.710000 sec): 3 clusters
  Score: Raw -793988.098362 + Penalty 2871.064833 = -791117.033529
  nChanged 46
		SP:Iteration 17Q (13363.730000 sec): 3 clusters
  Score: Raw -794003.405459 + Penalty 2871.064833 = -791132.340625
  nChanged 41
		SP:Iteration 18Q (13363.740000 sec): 3 clusters
  Score: Raw -794014.532440 + Penalty 2871.064833 = -791143.467607
  nChanged 38
		SP:Iteration 19Q (13363.760000 sec): 3 clusters
  Score: Raw -794025.597386 + Penalty 2871.064833 = -791154.532553
  nChanged 35
		SP:Iteration 20F (13363.780000 sec): 3 clusters
  Score: Raw -794035.153374 + Penalty 2871.064833 = -791164.088540
  nChanged 33
		SP:Iteration 21Q (13363.800000 sec): 3 clusters
  Score: Raw -794044.697448 + Penalty 2871.064833 = -791173.632615
  nChanged 30
		SP:Iteration 22Q (13363.810000 sec): 3 clusters
  Score: Raw -794056.169118 + Penalty 2871.064833 = -791185.104285
  nChanged 33
		SP:Iteration 23Q (13363.830000 sec): 3 clusters
  Score: Raw -794066.350177 + Penalty 2871.064833 = -791195.285343
  nChanged 31
		SP:Iteration 24Q (13363.840000 sec): 3 clusters
  Score: Raw -794074.961709 + Penalty 2871.064833 = -791203.896876
  nChanged 30
		SP:Iteration 25Q (13363.860000 sec): 3 clusters
  Score: Raw -794083.990262 + Penalty 2871.064833 = -791212.925429
  nChanged 22
		SP:Iteration 26Q (13363.880000 sec): 3 clusters
  Score: Raw -794089.746811 + Penalty 2871.064833 = -791218.681978
  nChanged 17
		SP:Iteration 27Q (13363.890000 sec): 3 clusters
  Score: Raw -794093.428224 + Penalty 2871.064833 = -791222.363391
  nChanged 14
		SP:Iteration 28Q (13363.910000 sec): 3 clusters
  Score: Raw -794095.983582 + Penalty 2871.064833 = -791224.918749
  nChanged 11
		SP:Iteration 29Q (13363.920000 sec): 3 clusters
  Score: Raw -794098.460860 + Penalty 2871.064833 = -791227.396027
  nChanged 10
		SP:Iteration 30Q (13363.940000 sec): 3 clusters
  Score: Raw -794100.901947 + Penalty 2871.064833 = -791229.837114
  nChanged 12
		SP:Iteration 31Q (13363.950000 sec): 3 clusters
  Score: Raw -794104.141849 + Penalty 2871.064833 = -791233.077015
  nChanged 10
		SP:Iteration 32Q (13363.970000 sec): 3 clusters
  Score: Raw -794106.305950 + Penalty 2871.064833 = -791235.241117
  nChanged 12
		SP:Iteration 33Q (13363.980000 sec): 3 clusters
  Score: Raw -794108.465523 + Penalty 2871.064833 = -791237.400689
  nChanged 10
		SP:Iteration 34Q (13364.000000 sec): 3 clusters
  Score: Raw -794110.677309 + Penalty 2871.064833 = -791239.612476
  nChanged 10
		SP:Iteration 35Q (13364.020000 sec): 3 clusters
  Score: Raw -794112.037948 + Penalty 2871.064833 = -791240.973115
  nChanged 2
		SP:Iteration 36Q (13364.030000 sec): 3 clusters
  Score: Raw -794112.295597 + Penalty 2871.064833 = -791241.230764
  nChanged 2
		SP:Iteration 37Q (13364.050000 sec): 3 clusters
  Score: Raw -794112.946603 + Penalty 2871.064833 = -791241.881769
  nChanged 3
		SP:Iteration 38Q (13364.060000 sec): 3 clusters
  Score: Raw -794113.924050 + Penalty 2871.064833 = -791242.859216
  nChanged 3
		SP:Iteration 39Q (13364.080000 sec): 3 clusters
  Score: Raw -794114.624565 + Penalty 2871.064833 = -791243.559732
  nChanged 2
		SP:Iteration 40F (13364.100000 sec): 3 clusters
  Score: Raw -794115.076225 + Penalty 2871.064833 = -791244.011392
  nChanged 5
		SP:Iteration 41Q (13364.110000 sec): 3 clusters
  Score: Raw -794115.819142 + Penalty 2871.064833 = -791244.754308
  nChanged 0
		SP:Iteration 42F (13364.130000 sec): 3 clusters
  Score: Raw -794115.819142 + Penalty 2871.064833 = -791244.754308
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13364.140000 sec): 2 clusters
  Score: Raw -24398.187844 + Penalty 906.706097 = -23491.481747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13364.140000 sec): 3 clusters
  Score: Raw -24653.212660 + Penalty 1813.412193 = -22839.800467
  nChanged 56
		SP:Iteration 1F (13364.140000 sec): 3 clusters
  Score: Raw -24856.923411 + Penalty 1813.412193 = -23043.511217
  nChanged 18
		SP:Iteration 2F (13364.140000 sec): 3 clusters
  Score: Raw -24941.342699 + Penalty 1813.412193 = -23127.930505
  nChanged 10
		SP:Iteration 3Q (13364.140000 sec): 3 clusters
  Score: Raw -24990.435595 + Penalty 1813.412193 = -23177.023401
  nChanged 4
		SP:Iteration 4Q (13364.140000 sec): 3 clusters
  Score: Raw -25048.339294 + Penalty 1813.412193 = -23234.927100
  nChanged 7
		SP:Iteration 5Q (13364.140000 sec): 3 clusters
  Score: Raw -25111.863683 + Penalty 1813.412193 = -23298.451490
  nChanged 8
		SP:Iteration 6Q (13364.150000 sec): 3 clusters
  Score: Raw -25153.152428 + Penalty 1813.412193 = -23339.740235
  nChanged 7
		SP:Iteration 7Q (13364.150000 sec): 3 clusters
  Score: Raw -25207.173740 + Penalty 1813.412193 = -23393.761547
  nChanged 6
		SP:Iteration 8Q (13364.150000 sec): 3 clusters
  Score: Raw -25312.371136 + Penalty 1813.412193 = -23498.958943
  nChanged 9
		SP:Iteration 9Q (13364.150000 sec): 3 clusters
  Score: Raw -25359.644508 + Penalty 1813.412193 = -23546.232315
  nChanged 5
		SP:Iteration 10Q (13364.150000 sec): 3 clusters
  Score: Raw -25375.179457 + Penalty 1813.412193 = -23561.767263
  nChanged 3
		SP:Iteration 11Q (13364.150000 sec): 3 clusters
  Score: Raw -25390.152555 + Penalty 1813.412193 = -23576.740361
  nChanged 0
		SP:Iteration 12F (13364.150000 sec): 3 clusters
  Score: Raw -25391.547152 + Penalty 1813.412193 = -23578.134959
  nChanged 1
		SP:Iteration 13Q (13364.150000 sec): 3 clusters
  Score: Raw -25397.120550 + Penalty 1813.412193 = -23583.708357
  nChanged 3
		SP:Iteration 14Q (13364.150000 sec): 3 clusters
  Score: Raw -25413.790594 + Penalty 1813.412193 = -23600.378400
  nChanged 4
		SP:Iteration 15Q (13364.150000 sec): 3 clusters
  Score: Raw -25439.295309 + Penalty 1813.412193 = -23625.883115
  nChanged 4
		SP:Iteration 16Q (13364.150000 sec): 3 clusters
  Score: Raw -25463.555310 + Penalty 1813.412193 = -23650.143117
  nChanged 3
		SP:Iteration 17Q (13364.150000 sec): 3 clusters
  Score: Raw -25489.149333 + Penalty 1813.412193 = -23675.737140
  nChanged 4
		SP:Iteration 18Q (13364.150000 sec): 3 clusters
  Score: Raw -25524.740926 + Penalty 1813.412193 = -23711.328732
  nChanged 2
		SP:Iteration 19Q (13364.150000 sec): 3 clusters
  Score: Raw -25532.692450 + Penalty 1813.412193 = -23719.280257
  nChanged 1
		SP:Iteration 20F (13364.150000 sec): 3 clusters
  Score: Raw -25534.957736 + Penalty 1813.412193 = -23721.545543
  nChanged 3
		SP:Iteration 21Q (13364.150000 sec): 3 clusters
  Score: Raw -25550.516452 + Penalty 1813.412193 = -23737.104258
  nChanged 3
		SP:Iteration 22Q (13364.150000 sec): 3 clusters
  Score: Raw -25564.140880 + Penalty 1813.412193 = -23750.728687
  nChanged 2
		SP:Iteration 23Q (13364.150000 sec): 3 clusters
  Score: Raw -25625.467634 + Penalty 1813.412193 = -23812.055441
  nChanged 3
		SP:Iteration 24Q (13364.150000 sec): 3 clusters
  Score: Raw -25636.323062 + Penalty 1813.412193 = -23822.910869
  nChanged 0
		SP:Iteration 25F (13364.150000 sec): 3 clusters
  Score: Raw -25636.323062 + Penalty 1813.412193 = -23822.910869
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (11932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13364.200000 sec): 2 clusters
  Score: Raw -1411307.446774 + Penalty 1525.384111 = -1409782.062662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13364.230000 sec): 3 clusters
  Score: Raw -1404399.938288 + Penalty 3050.768222 = -1401349.170066
  nChanged 5186
		SP:Iteration 1F (13364.270000 sec): 3 clusters
  Score: Raw -1407146.585792 + Penalty 3050.768222 = -1404095.817570
  nChanged 696
		SP:Iteration 2F (13364.300000 sec): 3 clusters
  Score: Raw -1407426.050425 + Penalty 3050.768222 = -1404375.282203
  nChanged 597
		SP:Iteration 3F (13364.330000 sec): 3 clusters
  Score: Raw -1407643.019519 + Penalty 3050.768222 = -1404592.251297
  nChanged 497
		SP:Iteration 4Q (13364.360000 sec): 3 clusters
  Score: Raw -1407835.525771 + Penalty 3050.768222 = -1404784.757549
  nChanged 498
		SP:Iteration 5Q (13364.390000 sec): 3 clusters
  Score: Raw -1408054.662052 + Penalty 3050.768222 = -1405003.893830
  nChanged 464
		SP:Iteration 6Q (13364.420000 sec): 3 clusters
  Score: Raw -1408270.397238 + Penalty 3050.768222 = -1405219.629016
  nChanged 472
		SP:Iteration 7Q (13364.450000 sec): 3 clusters
  Score: Raw -1408524.979432 + Penalty 3050.768222 = -1405474.211209
  nChanged 488
		SP:Iteration 8Q (13364.480000 sec): 3 clusters
  Score: Raw -1408797.339818 + Penalty 3050.768222 = -1405746.571596
  nChanged 512
		SP:Iteration 9Q (13364.510000 sec): 3 clusters
  Score: Raw -1409138.295370 + Penalty 3050.768222 = -1406087.527148
  nChanged 508
		SP:Iteration 10Q (13364.540000 sec): 3 clusters
  Score: Raw -1409515.576170 + Penalty 3050.768222 = -1406464.807948
  nChanged 497
		SP:Iteration 11Q (13364.570000 sec): 3 clusters
  Score: Raw -1409885.589484 + Penalty 3050.768222 = -1406834.821262
  nChanged 420
		SP:Iteration 12Q (13364.600000 sec): 3 clusters
  Score: Raw -1410192.400586 + Penalty 3050.768222 = -1407141.632364
  nChanged 359
		SP:Iteration 13Q (13364.630000 sec): 3 clusters
  Score: Raw -1410423.608038 + Penalty 3050.768222 = -1407372.839815
  nChanged 293
		SP:Iteration 14Q (13364.660000 sec): 3 clusters
  Score: Raw -1410606.799844 + Penalty 3050.768222 = -1407556.031622
  nChanged 267
		SP:Iteration 15Q (13364.680000 sec): 3 clusters
  Score: Raw -1410761.926946 + Penalty 3050.768222 = -1407711.158724
  nChanged 196
		SP:Iteration 16Q (13364.710000 sec): 3 clusters
  Score: Raw -1410864.291525 + Penalty 3050.768222 = -1407813.523302
  nChanged 149
		SP:Iteration 17Q (13364.730000 sec): 3 clusters
  Score: Raw -1410939.984945 + Penalty 3050.768222 = -1407889.216722
  nChanged 149
		SP:Iteration 18Q (13364.760000 sec): 3 clusters
  Score: Raw -1411014.924220 + Penalty 3050.768222 = -1407964.155998
  nChanged 121
		SP:Iteration 19Q (13364.790000 sec): 3 clusters
  Score: Raw -1411070.246607 + Penalty 3050.768222 = -1408019.478385
  nChanged 103
		SP:Iteration 20F (13364.810000 sec): 3 clusters
  Score: Raw -1411120.450047 + Penalty 3050.768222 = -1408069.681825
  nChanged 90
		SP:Iteration 21Q (13364.830000 sec): 3 clusters
  Score: Raw -1411165.569469 + Penalty 3050.768222 = -1408114.801246
  nChanged 82
		SP:Iteration 22Q (13364.860000 sec): 3 clusters
  Score: Raw -1411209.136144 + Penalty 3050.768222 = -1408158.367922
  nChanged 80
		SP:Iteration 23Q (13364.880000 sec): 3 clusters
  Score: Raw -1411250.722035 + Penalty 3050.768222 = -1408199.953813
  nChanged 62
		SP:Iteration 24Q (13364.910000 sec): 3 clusters
  Score: Raw -1411282.666161 + Penalty 3050.768222 = -1408231.897939
  nChanged 61
		SP:Iteration 25Q (13364.930000 sec): 3 clusters
  Score: Raw -1411312.724454 + Penalty 3050.768222 = -1408261.956231
  nChanged 57
		SP:Iteration 26Q (13364.950000 sec): 3 clusters
  Score: Raw -1411347.545756 + Penalty 3050.768222 = -1408296.777534
  nChanged 44
		SP:Iteration 27Q (13364.970000 sec): 3 clusters
  Score: Raw -1411369.966740 + Penalty 3050.768222 = -1408319.198518
  nChanged 30
		SP:Iteration 28Q (13365.000000 sec): 3 clusters
  Score: Raw -1411383.190895 + Penalty 3050.768222 = -1408332.422673
  nChanged 23
		SP:Iteration 29Q (13365.020000 sec): 3 clusters
  Score: Raw -1411394.168404 + Penalty 3050.768222 = -1408343.400181
  nChanged 17
		SP:Iteration 30Q (13365.040000 sec): 3 clusters
  Score: Raw -1411404.081479 + Penalty 3050.768222 = -1408353.313256
  nChanged 16
		SP:Iteration 31Q (13365.070000 sec): 3 clusters
  Score: Raw -1411410.571220 + Penalty 3050.768222 = -1408359.802998
  nChanged 17
		SP:Iteration 32Q (13365.090000 sec): 3 clusters
  Score: Raw -1411421.026589 + Penalty 3050.768222 = -1408370.258366
  nChanged 23
		SP:Iteration 33Q (13365.110000 sec): 3 clusters
  Score: Raw -1411433.361712 + Penalty 3050.768222 = -1408382.593490
  nChanged 17
		SP:Iteration 34Q (13365.130000 sec): 3 clusters
  Score: Raw -1411444.384209 + Penalty 3050.768222 = -1408393.615987
  nChanged 16
		SP:Iteration 35Q (13365.150000 sec): 3 clusters
  Score: Raw -1411452.984090 + Penalty 3050.768222 = -1408402.215867
  nChanged 13
		SP:Iteration 36Q (13365.180000 sec): 3 clusters
  Score: Raw -1411462.597672 + Penalty 3050.768222 = -1408411.829449
  nChanged 16
		SP:Iteration 37Q (13365.200000 sec): 3 clusters
  Score: Raw -1411474.247605 + Penalty 3050.768222 = -1408423.479383
  nChanged 15
		SP:Iteration 38Q (13365.220000 sec): 3 clusters
  Score: Raw -1411485.679595 + Penalty 3050.768222 = -1408434.911372
  nChanged 13
		SP:Iteration 39Q (13365.240000 sec): 3 clusters
  Score: Raw -1411493.654216 + Penalty 3050.768222 = -1408442.885994
  nChanged 8
		SP:Iteration 40F (13365.270000 sec): 3 clusters
  Score: Raw -1411497.528832 + Penalty 3050.768222 = -1408446.760610
  nChanged 4
		SP:Iteration 41Q (13365.290000 sec): 3 clusters
  Score: Raw -1411500.901740 + Penalty 3050.768222 = -1408450.133518
  nChanged 6
		SP:Iteration 42Q (13365.320000 sec): 3 clusters
  Score: Raw -1411506.271845 + Penalty 3050.768222 = -1408455.503623
  nChanged 6
		SP:Iteration 43Q (13365.340000 sec): 3 clusters
  Score: Raw -1411509.384220 + Penalty 3050.768222 = -1408458.615998
  nChanged 4
		SP:Iteration 44Q (13365.360000 sec): 3 clusters
  Score: Raw -1411511.392025 + Penalty 3050.768222 = -1408460.623803
  nChanged 8
		SP:Iteration 45Q (13365.380000 sec): 3 clusters
  Score: Raw -1411516.733832 + Penalty 3050.768222 = -1408465.965610
  nChanged 5
		SP:Iteration 46Q (13365.410000 sec): 3 clusters
  Score: Raw -1411519.876106 + Penalty 3050.768222 = -1408469.107883
  nChanged 3
		SP:Iteration 47Q (13365.430000 sec): 3 clusters
  Score: Raw -1411522.447573 + Penalty 3050.768222 = -1408471.679351
  nChanged 2
		SP:Iteration 48Q (13365.450000 sec): 3 clusters
  Score: Raw -1411523.950834 + Penalty 3050.768222 = -1408473.182612
  nChanged 0
		SP:Iteration 49F (13365.480000 sec): 3 clusters
  Score: Raw -1411523.950834 + Penalty 3050.768222 = -1408473.182612
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13365.500000 sec): 2 clusters
  Score: Raw -452285.581124 + Penalty 1350.522348 = -450935.058776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13365.510000 sec): 3 clusters
  Score: Raw -450302.435846 + Penalty 2701.044696 = -447601.391150
  nChanged 1600
		SP:Iteration 1F (13365.520000 sec): 3 clusters
  Score: Raw -451225.585149 + Penalty 2701.044696 = -448524.540453
  nChanged 299
		SP:Iteration 2F (13365.530000 sec): 3 clusters
  Score: Raw -451433.109600 + Penalty 2701.044696 = -448732.064904
  nChanged 268
		SP:Iteration 3F (13365.540000 sec): 3 clusters
  Score: Raw -451614.863116 + Penalty 2701.044696 = -448913.818420
  nChanged 224
		SP:Iteration 4F (13365.550000 sec): 3 clusters
  Score: Raw -451766.848392 + Penalty 2701.044696 = -449065.803696
  nChanged 176
		SP:Iteration 5Q (13365.560000 sec): 3 clusters
  Score: Raw -451881.392070 + Penalty 2701.044696 = -449180.347374
  nChanged 144
		SP:Iteration 6Q (13365.570000 sec): 3 clusters
  Score: Raw -451965.225603 + Penalty 2701.044696 = -449264.180907
  nChanged 115
		SP:Iteration 7Q (13365.580000 sec): 3 clusters
  Score: Raw -452027.007862 + Penalty 2701.044696 = -449325.963166
  nChanged 91
		SP:Iteration 8Q (13365.590000 sec): 3 clusters
  Score: Raw -452071.536955 + Penalty 2701.044696 = -449370.492259
  nChanged 78
		SP:Iteration 9Q (13365.600000 sec): 3 clusters
  Score: Raw -452109.263278 + Penalty 2701.044696 = -449408.218582
  nChanged 73
		SP:Iteration 10Q (13365.610000 sec): 3 clusters
  Score: Raw -452150.609882 + Penalty 2701.044696 = -449449.565186
  nChanged 64
		SP:Iteration 11Q (13365.620000 sec): 3 clusters
  Score: Raw -452178.660616 + Penalty 2701.044696 = -449477.615920
  nChanged 62
		SP:Iteration 12Q (13365.630000 sec): 3 clusters
  Score: Raw -452206.434420 + Penalty 2701.044696 = -449505.389724
  nChanged 63
		SP:Iteration 13Q (13365.640000 sec): 3 clusters
  Score: Raw -452229.941469 + Penalty 2701.044696 = -449528.896773
  nChanged 43
		SP:Iteration 14Q (13365.650000 sec): 3 clusters
  Score: Raw -452244.439799 + Penalty 2701.044696 = -449543.395103
  nChanged 34
		SP:Iteration 15Q (13365.660000 sec): 3 clusters
  Score: Raw -452257.648988 + Penalty 2701.044696 = -449556.604292
  nChanged 34
		SP:Iteration 16Q (13365.670000 sec): 3 clusters
  Score: Raw -452270.307471 + Penalty 2701.044696 = -449569.262775
  nChanged 25
		SP:Iteration 17Q (13365.680000 sec): 3 clusters
  Score: Raw -452280.103946 + Penalty 2701.044696 = -449579.059250
  nChanged 31
		SP:Iteration 18Q (13365.690000 sec): 3 clusters
  Score: Raw -452293.593494 + Penalty 2701.044696 = -449592.548798
  nChanged 39
		SP:Iteration 19Q (13365.700000 sec): 3 clusters
  Score: Raw -452309.970742 + Penalty 2701.044696 = -449608.926046
  nChanged 41
		SP:Iteration 20F (13365.710000 sec): 3 clusters
  Score: Raw -452329.979860 + Penalty 2701.044696 = -449628.935164
  nChanged 47
		SP:Iteration 21Q (13365.720000 sec): 3 clusters
  Score: Raw -452351.337384 + Penalty 2701.044696 = -449650.292688
  nChanged 53
		SP:Iteration 22Q (13365.730000 sec): 3 clusters
  Score: Raw -452384.073218 + Penalty 2701.044696 = -449683.028522
  nChanged 61
		SP:Iteration 23Q (13365.740000 sec): 3 clusters
  Score: Raw -452421.507488 + Penalty 2701.044696 = -449720.462792
  nChanged 71
		SP:Iteration 24Q (13365.750000 sec): 3 clusters
  Score: Raw -452475.749515 + Penalty 2701.044696 = -449774.704819
  nChanged 90
		SP:Iteration 25Q (13365.760000 sec): 3 clusters
  Score: Raw -452565.468960 + Penalty 2701.044696 = -449864.424264
  nChanged 94
		SP:Iteration 26Q (13365.770000 sec): 3 clusters
  Score: Raw -452647.128998 + Penalty 2701.044696 = -449946.084302
  nChanged 76
		SP:Iteration 27Q (13365.780000 sec): 3 clusters
  Score: Raw -452697.743568 + Penalty 2701.044696 = -449996.698872
  nChanged 72
		SP:Iteration 28Q (13365.790000 sec): 3 clusters
  Score: Raw -452737.880535 + Penalty 2701.044696 = -450036.835839
  nChanged 63
		SP:Iteration 29Q (13365.800000 sec): 3 clusters
  Score: Raw -452769.381608 + Penalty 2701.044696 = -450068.336912
  nChanged 35
		SP:Iteration 30Q (13365.810000 sec): 3 clusters
  Score: Raw -452787.653657 + Penalty 2701.044696 = -450086.608961
  nChanged 26
		SP:Iteration 31Q (13365.810000 sec): 3 clusters
  Score: Raw -452797.582967 + Penalty 2701.044696 = -450096.538270
  nChanged 16
		SP:Iteration 32Q (13365.820000 sec): 3 clusters
  Score: Raw -452802.858227 + Penalty 2701.044696 = -450101.813531
  nChanged 17
		SP:Iteration 33Q (13365.830000 sec): 3 clusters
  Score: Raw -452810.690600 + Penalty 2701.044696 = -450109.645904
  nChanged 21
		SP:Iteration 34Q (13365.840000 sec): 3 clusters
  Score: Raw -452824.937384 + Penalty 2701.044696 = -450123.892688
  nChanged 29
		SP:Iteration 35Q (13365.850000 sec): 3 clusters
  Score: Raw -452840.276877 + Penalty 2701.044696 = -450139.232181
  nChanged 25
		SP:Iteration 36Q (13365.860000 sec): 3 clusters
  Score: Raw -452853.000734 + Penalty 2701.044696 = -450151.956038
  nChanged 29
		SP:Iteration 37Q (13365.870000 sec): 3 clusters
  Score: Raw -452870.844512 + Penalty 2701.044696 = -450169.799816
  nChanged 24
		SP:Iteration 38Q (13365.880000 sec): 3 clusters
  Score: Raw -452881.976904 + Penalty 2701.044696 = -450180.932208
  nChanged 24
		SP:Iteration 39Q (13365.890000 sec): 3 clusters
  Score: Raw -452892.239890 + Penalty 2701.044696 = -450191.195193
  nChanged 16
		SP:Iteration 40F (13365.900000 sec): 3 clusters
  Score: Raw -452898.374165 + Penalty 2701.044696 = -450197.329469
  nChanged 17
		SP:Iteration 41Q (13365.910000 sec): 3 clusters
  Score: Raw -452904.846459 + Penalty 2701.044696 = -450203.801763
  nChanged 13
		SP:Iteration 42Q (13365.920000 sec): 3 clusters
  Score: Raw -452908.656595 + Penalty 2701.044696 = -450207.611899
  nChanged 10
		SP:Iteration 43Q (13365.930000 sec): 3 clusters
  Score: Raw -452915.307151 + Penalty 2701.044696 = -450214.262455
  nChanged 9
		SP:Iteration 44Q (13365.930000 sec): 3 clusters
  Score: Raw -452918.811179 + Penalty 2701.044696 = -450217.766483
  nChanged 9
		SP:Iteration 45Q (13365.940000 sec): 3 clusters
  Score: Raw -452922.419178 + Penalty 2701.044696 = -450221.374481
  nChanged 12
		SP:Iteration 46Q (13365.950000 sec): 3 clusters
  Score: Raw -452928.808211 + Penalty 2701.044696 = -450227.763515
  nChanged 10
		SP:Iteration 47Q (13365.960000 sec): 3 clusters
  Score: Raw -452933.657831 + Penalty 2701.044696 = -450232.613135
  nChanged 9
		SP:Iteration 48Q (13365.970000 sec): 3 clusters
  Score: Raw -452937.449453 + Penalty 2701.044696 = -450236.404757
  nChanged 10
		SP:Iteration 49Q (13365.980000 sec): 3 clusters
  Score: Raw -452940.055081 + Penalty 2701.044696 = -450239.010385
  nChanged 2
		SP:Iteration 50Q (13365.990000 sec): 3 clusters
  Score: Raw -452940.624790 + Penalty 2701.044696 = -450239.580094
  nChanged 2
		SP:Iteration 51Q (13366.000000 sec): 3 clusters
  Score: Raw -452941.952042 + Penalty 2701.044696 = -450240.907346
  nChanged 3
		SP:Iteration 52Q (13366.010000 sec): 3 clusters
  Score: Raw -452943.077787 + Penalty 2701.044696 = -450242.033091
  nChanged 2
		SP:Iteration 53Q (13366.020000 sec): 3 clusters
  Score: Raw -452943.477825 + Penalty 2701.044696 = -450242.433129
  nChanged 1
		SP:Iteration 54Q (13366.030000 sec): 3 clusters
  Score: Raw -452944.626157 + Penalty 2701.044696 = -450243.581461
  nChanged 3
		SP:Iteration 55Q (13366.030000 sec): 3 clusters
  Score: Raw -452946.057584 + Penalty 2701.044696 = -450245.012888
  nChanged 0
		SP:Iteration 56F (13366.050000 sec): 3 clusters
  Score: Raw -452946.057584 + Penalty 2701.044696 = -450245.012888
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13366.060000 sec): 2 clusters
  Score: Raw -309102.649037 + Penalty 1292.813564 = -307809.835472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13366.070000 sec): 3 clusters
  Score: Raw -307772.909409 + Penalty 2585.627129 = -305187.282280
  nChanged 1070
		SP:Iteration 1F (13366.070000 sec): 3 clusters
  Score: Raw -308435.907640 + Penalty 2585.627129 = -305850.280511
  nChanged 222
		SP:Iteration 2F (13366.080000 sec): 3 clusters
  Score: Raw -308593.280598 + Penalty 2585.627129 = -306007.653469
  nChanged 146
		SP:Iteration 3F (13366.090000 sec): 3 clusters
  Score: Raw -308699.016740 + Penalty 2585.627129 = -306113.389611
  nChanged 125
		SP:Iteration 4Q (13366.090000 sec): 3 clusters
  Score: Raw -308808.376358 + Penalty 2585.627129 = -306222.749229
  nChanged 144
		SP:Iteration 5F (13366.100000 sec): 3 clusters
  Score: Raw -308949.135292 + Penalty 2585.627129 = -306363.508163
  nChanged 134
		SP:Iteration 6Q (13366.110000 sec): 3 clusters
  Score: Raw -309090.149620 + Penalty 2585.627129 = -306504.522491
  nChanged 141
		SP:Iteration 7Q (13366.110000 sec): 3 clusters
  Score: Raw -309262.731732 + Penalty 2585.627129 = -306677.104603
  nChanged 137
		SP:Iteration 8Q (13366.120000 sec): 3 clusters
  Score: Raw -309459.965315 + Penalty 2585.627129 = -306874.338186
  nChanged 136
		SP:Iteration 9Q (13366.130000 sec): 3 clusters
  Score: Raw -309654.167039 + Penalty 2585.627129 = -307068.539910
  nChanged 121
		SP:Iteration 10Q (13366.130000 sec): 3 clusters
  Score: Raw -309836.678672 + Penalty 2585.627129 = -307251.051543
  nChanged 96
		SP:Iteration 11Q (13366.140000 sec): 3 clusters
  Score: Raw -309975.515781 + Penalty 2585.627129 = -307389.888652
  nChanged 83
		SP:Iteration 12Q (13366.150000 sec): 3 clusters
  Score: Raw -310083.903943 + Penalty 2585.627129 = -307498.276814
  nChanged 82
		SP:Iteration 13Q (13366.150000 sec): 3 clusters
  Score: Raw -310182.498036 + Penalty 2585.627129 = -307596.870907
  nChanged 45
		SP:Iteration 14Q (13366.160000 sec): 3 clusters
  Score: Raw -310230.220617 + Penalty 2585.627129 = -307644.593488
  nChanged 28
		SP:Iteration 15Q (13366.170000 sec): 3 clusters
  Score: Raw -310249.094837 + Penalty 2585.627129 = -307663.467708
  nChanged 20
		SP:Iteration 16Q (13366.170000 sec): 3 clusters
  Score: Raw -310262.310039 + Penalty 2585.627129 = -307676.682910
  nChanged 14
		SP:Iteration 17Q (13366.180000 sec): 3 clusters
  Score: Raw -310269.886578 + Penalty 2585.627129 = -307684.259449
  nChanged 7
		SP:Iteration 18Q (13366.180000 sec): 3 clusters
  Score: Raw -310273.100006 + Penalty 2585.627129 = -307687.472877
  nChanged 5
		SP:Iteration 19Q (13366.190000 sec): 3 clusters
  Score: Raw -310274.702743 + Penalty 2585.627129 = -307689.075614
  nChanged 5
		SP:Iteration 20F (13366.190000 sec): 3 clusters
  Score: Raw -310277.206447 + Penalty 2585.627129 = -307691.579318
  nChanged 3
		SP:Iteration 21Q (13366.200000 sec): 3 clusters
  Score: Raw -310277.906552 + Penalty 2585.627129 = -307692.279423
  nChanged 0
		SP:Iteration 22F (13366.210000 sec): 3 clusters
  Score: Raw -310277.906552 + Penalty 2585.627129 = -307692.279423
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13366.220000 sec): 2 clusters
  Score: Raw -195360.518157 + Penalty 1219.374121 = -194141.144035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13366.220000 sec): 3 clusters
  Score: Raw -194612.632600 + Penalty 2438.748243 = -192173.884357
  nChanged 635
		SP:Iteration 1F (13366.230000 sec): 3 clusters
  Score: Raw -195046.574828 + Penalty 2438.748243 = -192607.826586
  nChanged 162
		SP:Iteration 2F (13366.230000 sec): 3 clusters
  Score: Raw -195168.952810 + Penalty 2438.748243 = -192730.204567
  nChanged 94
		SP:Iteration 3F (13366.230000 sec): 3 clusters
  Score: Raw -195256.074901 + Penalty 2438.748243 = -192817.326658
  nChanged 86
		SP:Iteration 4Q (13366.240000 sec): 3 clusters
  Score: Raw -195337.050925 + Penalty 2438.748243 = -192898.302683
  nChanged 64
		SP:Iteration 5Q (13366.250000 sec): 3 clusters
  Score: Raw -195388.550618 + Penalty 2438.748243 = -192949.802375
  nChanged 47
		SP:Iteration 6Q (13366.250000 sec): 3 clusters
  Score: Raw -195425.382082 + Penalty 2438.748243 = -192986.633839
  nChanged 43
		SP:Iteration 7Q (13366.250000 sec): 3 clusters
  Score: Raw -195459.684605 + Penalty 2438.748243 = -193020.936362
  nChanged 31
		SP:Iteration 8Q (13366.260000 sec): 3 clusters
  Score: Raw -195484.312017 + Penalty 2438.748243 = -193045.563774
  nChanged 23
		SP:Iteration 9Q (13366.260000 sec): 3 clusters
  Score: Raw -195500.917940 + Penalty 2438.748243 = -193062.169697
  nChanged 20
		SP:Iteration 10Q (13366.270000 sec): 3 clusters
  Score: Raw -195522.897591 + Penalty 2438.748243 = -193084.149348
  nChanged 21
		SP:Iteration 11Q (13366.270000 sec): 3 clusters
  Score: Raw -195564.074146 + Penalty 2438.748243 = -193125.325903
  nChanged 32
		SP:Iteration 12Q (13366.270000 sec): 3 clusters
  Score: Raw -195604.460603 + Penalty 2438.748243 = -193165.712360
  nChanged 39
		SP:Iteration 13Q (13366.270000 sec): 3 clusters
  Score: Raw -195638.539480 + Penalty 2438.748243 = -193199.791237
  nChanged 26
		SP:Iteration 14Q (13366.280000 sec): 3 clusters
  Score: Raw -195654.063552 + Penalty 2438.748243 = -193215.315309
  nChanged 24
		SP:Iteration 15Q (13366.290000 sec): 3 clusters
  Score: Raw -195668.073344 + Penalty 2438.748243 = -193229.325102
  nChanged 25
		SP:Iteration 16Q (13366.290000 sec): 3 clusters
  Score: Raw -195685.491488 + Penalty 2438.748243 = -193246.743245
  nChanged 20
		SP:Iteration 17Q (13366.290000 sec): 3 clusters
  Score: Raw -195698.617772 + Penalty 2438.748243 = -193259.869530
  nChanged 22
		SP:Iteration 18Q (13366.300000 sec): 3 clusters
  Score: Raw -195713.618600 + Penalty 2438.748243 = -193274.870357
  nChanged 22
		SP:Iteration 19Q (13366.300000 sec): 3 clusters
  Score: Raw -195731.119133 + Penalty 2438.748243 = -193292.370891
  nChanged 19
		SP:Iteration 20F (13366.310000 sec): 3 clusters
  Score: Raw -195745.601164 + Penalty 2438.748243 = -193306.852922
  nChanged 27
		SP:Iteration 21Q (13366.310000 sec): 3 clusters
  Score: Raw -195766.720668 + Penalty 2438.748243 = -193327.972425
  nChanged 32
		SP:Iteration 22Q (13366.310000 sec): 3 clusters
  Score: Raw -195792.396967 + Penalty 2438.748243 = -193353.648725
  nChanged 26
		SP:Iteration 23Q (13366.320000 sec): 3 clusters
  Score: Raw -195806.164256 + Penalty 2438.748243 = -193367.416013
  nChanged 22
		SP:Iteration 24Q (13366.320000 sec): 3 clusters
  Score: Raw -195820.908106 + Penalty 2438.748243 = -193382.159863
  nChanged 22
		SP:Iteration 25Q (13366.330000 sec): 3 clusters
  Score: Raw -195836.462424 + Penalty 2438.748243 = -193397.714182
  nChanged 28
		SP:Iteration 26Q (13366.330000 sec): 3 clusters
  Score: Raw -195858.394082 + Penalty 2438.748243 = -193419.645839
  nChanged 37
		SP:Iteration 27Q (13366.340000 sec): 3 clusters
  Score: Raw -195882.593796 + Penalty 2438.748243 = -193443.845554
  nChanged 40
		SP:Iteration 28Q (13366.340000 sec): 3 clusters
  Score: Raw -195919.248307 + Penalty 2438.748243 = -193480.500064
  nChanged 34
		SP:Iteration 29Q (13366.350000 sec): 3 clusters
  Score: Raw -195950.797779 + Penalty 2438.748243 = -193512.049536
  nChanged 42
		SP:Iteration 30Q (13366.350000 sec): 3 clusters
  Score: Raw -195981.004113 + Penalty 2438.748243 = -193542.255870
  nChanged 32
		SP:Iteration 31Q (13366.350000 sec): 3 clusters
  Score: Raw -196000.334373 + Penalty 2438.748243 = -193561.586130
  nChanged 21
		SP:Iteration 32Q (13366.360000 sec): 3 clusters
  Score: Raw -196014.440850 + Penalty 2438.748243 = -193575.692607
  nChanged 8
		SP:Iteration 33Q (13366.360000 sec): 3 clusters
  Score: Raw -196019.224903 + Penalty 2438.748243 = -193580.476660
  nChanged 9
		SP:Iteration 34Q (13366.370000 sec): 3 clusters
  Score: Raw -196027.097634 + Penalty 2438.748243 = -193588.349391
  nChanged 13
		SP:Iteration 35Q (13366.370000 sec): 3 clusters
  Score: Raw -196033.735498 + Penalty 2438.748243 = -193594.987255
  nChanged 7
		SP:Iteration 36Q (13366.370000 sec): 3 clusters
  Score: Raw -196037.366076 + Penalty 2438.748243 = -193598.617834
  nChanged 6
		SP:Iteration 37Q (13366.380000 sec): 3 clusters
  Score: Raw -196039.491579 + Penalty 2438.748243 = -193600.743337
  nChanged 4
		SP:Iteration 38Q (13366.380000 sec): 3 clusters
  Score: Raw -196040.900034 + Penalty 2438.748243 = -193602.151792
  nChanged 2
		SP:Iteration 39Q (13366.390000 sec): 3 clusters
  Score: Raw -196041.633419 + Penalty 2438.748243 = -193602.885176
  nChanged 2
		SP:Iteration 40F (13366.390000 sec): 3 clusters
  Score: Raw -196042.152362 + Penalty 2438.748243 = -193603.404119
  nChanged 1
		SP:Iteration 41Q (13366.390000 sec): 3 clusters
  Score: Raw -196042.990316 + Penalty 2438.748243 = -193604.242073
  nChanged 5
		SP:Iteration 42Q (13366.400000 sec): 3 clusters
  Score: Raw -196047.582681 + Penalty 2438.748243 = -193608.834439
  nChanged 7
		SP:Iteration 43Q (13366.400000 sec): 3 clusters
  Score: Raw -196052.181996 + Penalty 2438.748243 = -193613.433754
  nChanged 5
		SP:Iteration 44Q (13366.410000 sec): 3 clusters
  Score: Raw -196054.288519 + Penalty 2438.748243 = -193615.540276
  nChanged 4
		SP:Iteration 45Q (13366.410000 sec): 3 clusters
  Score: Raw -196056.259231 + Penalty 2438.748243 = -193617.510988
  nChanged 1
		SP:Iteration 46Q (13366.410000 sec): 3 clusters
  Score: Raw -196056.952532 + Penalty 2438.748243 = -193618.204289
  nChanged 1
		SP:Iteration 47Q (13366.420000 sec): 3 clusters
  Score: Raw -196057.059341 + Penalty 2438.748243 = -193618.311099
  nChanged 0
		SP:Iteration 48F (13366.430000 sec): 3 clusters
  Score: Raw -196057.059341 + Penalty 2438.748243 = -193618.311099
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13366.470000 sec): 2 clusters
  Score: Raw -1421530.699675 + Penalty 1531.793092 = -1419998.906583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13366.500000 sec): 3 clusters
  Score: Raw -1414376.166716 + Penalty 3063.586183 = -1411312.580533
  nChanged 5497
		SP:Iteration 1F (13366.530000 sec): 3 clusters
  Score: Raw -1417289.490516 + Penalty 3063.586183 = -1414225.904333
  nChanged 713
		SP:Iteration 2F (13366.560000 sec): 3 clusters
  Score: Raw -1417567.786608 + Penalty 3063.586183 = -1414504.200424
  nChanged 594
		SP:Iteration 3Q (13366.590000 sec): 3 clusters
  Score: Raw -1417808.749336 + Penalty 3063.586183 = -1414745.163152
  nChanged 536
		SP:Iteration 4Q (13366.630000 sec): 3 clusters
  Score: Raw -1418044.282518 + Penalty 3063.586183 = -1414980.696335
  nChanged 565
		SP:Iteration 5Q (13366.660000 sec): 3 clusters
  Score: Raw -1418303.897574 + Penalty 3063.586183 = -1415240.311391
  nChanged 642
		SP:Iteration 6F (13366.690000 sec): 3 clusters
  Score: Raw -1418660.612163 + Penalty 3063.586183 = -1415597.025980
  nChanged 658
		SP:Iteration 7F (13366.720000 sec): 3 clusters
  Score: Raw -1419064.548414 + Penalty 3063.586183 = -1416000.962231
  nChanged 736
		SP:Iteration 8F (13366.750000 sec): 3 clusters
  Score: Raw -1419587.383262 + Penalty 3063.586183 = -1416523.797079
  nChanged 730
		SP:Iteration 9F (13366.780000 sec): 3 clusters
  Score: Raw -1420118.605786 + Penalty 3063.586183 = -1417055.019603
  nChanged 665
		SP:Iteration 10F (13366.810000 sec): 3 clusters
  Score: Raw -1420573.253484 + Penalty 3063.586183 = -1417509.667300
  nChanged 534
		SP:Iteration 11Q (13366.850000 sec): 3 clusters
  Score: Raw -1420888.333134 + Penalty 3063.586183 = -1417824.746950
  nChanged 395
		SP:Iteration 12Q (13366.880000 sec): 3 clusters
  Score: Raw -1421100.406358 + Penalty 3063.586183 = -1418036.820175
  nChanged 287
		SP:Iteration 13Q (13366.910000 sec): 3 clusters
  Score: Raw -1421245.399021 + Penalty 3063.586183 = -1418181.812838
  nChanged 235
		SP:Iteration 14Q (13366.940000 sec): 3 clusters
  Score: Raw -1421369.048374 + Penalty 3063.586183 = -1418305.462190
  nChanged 206
		SP:Iteration 15Q (13366.970000 sec): 3 clusters
  Score: Raw -1421472.738034 + Penalty 3063.586183 = -1418409.151850
  nChanged 160
		SP:Iteration 16Q (13367.010000 sec): 3 clusters
  Score: Raw -1421559.698724 + Penalty 3063.586183 = -1418496.112541
  nChanged 144
		SP:Iteration 17Q (13367.040000 sec): 3 clusters
  Score: Raw -1421632.461112 + Penalty 3063.586183 = -1418568.874929
  nChanged 109
		SP:Iteration 18Q (13367.070000 sec): 3 clusters
  Score: Raw -1421690.205068 + Penalty 3063.586183 = -1418626.618884
  nChanged 81
		SP:Iteration 19Q (13367.100000 sec): 3 clusters
  Score: Raw -1421730.518717 + Penalty 3063.586183 = -1418666.932534
  nChanged 57
		SP:Iteration 20F (13367.130000 sec): 3 clusters
  Score: Raw -1421755.033243 + Penalty 3063.586183 = -1418691.447059
  nChanged 51
		SP:Iteration 21Q (13367.160000 sec): 3 clusters
  Score: Raw -1421779.740562 + Penalty 3063.586183 = -1418716.154378
  nChanged 43
		SP:Iteration 22Q (13367.190000 sec): 3 clusters
  Score: Raw -1421801.541575 + Penalty 3063.586183 = -1418737.955392
  nChanged 34
		SP:Iteration 23Q (13367.220000 sec): 3 clusters
  Score: Raw -1421820.447625 + Penalty 3063.586183 = -1418756.861441
  nChanged 38
		SP:Iteration 24Q (13367.250000 sec): 3 clusters
  Score: Raw -1421843.354816 + Penalty 3063.586183 = -1418779.768633
  nChanged 30
		SP:Iteration 25Q (13367.280000 sec): 3 clusters
  Score: Raw -1421860.204107 + Penalty 3063.586183 = -1418796.617924
  nChanged 23
		SP:Iteration 26Q (13367.310000 sec): 3 clusters
  Score: Raw -1421872.087626 + Penalty 3063.586183 = -1418808.501443
  nChanged 21
		SP:Iteration 27Q (13367.340000 sec): 3 clusters
  Score: Raw -1421881.063536 + Penalty 3063.586183 = -1418817.477353
  nChanged 11
		SP:Iteration 28Q (13367.370000 sec): 3 clusters
  Score: Raw -1421886.461924 + Penalty 3063.586183 = -1418822.875741
  nChanged 7
		SP:Iteration 29Q (13367.390000 sec): 3 clusters
  Score: Raw -1421890.190141 + Penalty 3063.586183 = -1418826.603957
  nChanged 8
		SP:Iteration 30Q (13367.420000 sec): 3 clusters
  Score: Raw -1421893.624895 + Penalty 3063.586183 = -1418830.038711
  nChanged 5
		SP:Iteration 31Q (13367.450000 sec): 3 clusters
  Score: Raw -1421895.935656 + Penalty 3063.586183 = -1418832.349473
  nChanged 3
		SP:Iteration 32Q (13367.480000 sec): 3 clusters
  Score: Raw -1421896.612846 + Penalty 3063.586183 = -1418833.026663
  nChanged 1
		SP:Iteration 33Q (13367.500000 sec): 3 clusters
  Score: Raw -1421896.913020 + Penalty 3063.586183 = -1418833.326836
  nChanged 2
		SP:Iteration 34Q (13367.530000 sec): 3 clusters
  Score: Raw -1421897.907415 + Penalty 3063.586183 = -1418834.321232
  nChanged 1
		SP:Iteration 35Q (13367.560000 sec): 3 clusters
  Score: Raw -1421898.279757 + Penalty 3063.586183 = -1418834.693574
  nChanged 2
		SP:Iteration 36Q (13367.590000 sec): 3 clusters
  Score: Raw -1421899.181517 + Penalty 3063.586183 = -1418835.595334
  nChanged 0
		SP:Iteration 37F (13367.620000 sec): 3 clusters
  Score: Raw -1421899.181517 + Penalty 3063.586183 = -1418835.595334
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13367.630000 sec): 2 clusters
  Score: Raw -377830.362391 + Penalty 1314.690373 = -376515.672018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13367.640000 sec): 3 clusters
  Score: Raw -376271.115605 + Penalty 2629.380746 = -373641.734859
  nChanged 1244
		SP:Iteration 1F (13367.650000 sec): 3 clusters
  Score: Raw -376956.728451 + Penalty 2629.380746 = -374327.347705
  nChanged 220
		SP:Iteration 2F (13367.660000 sec): 3 clusters
  Score: Raw -377075.318214 + Penalty 2629.380746 = -374445.937467
  nChanged 153
		SP:Iteration 3Q (13367.670000 sec): 3 clusters
  Score: Raw -377145.139017 + Penalty 2629.380746 = -374515.758270
  nChanged 95
		SP:Iteration 4Q (13367.670000 sec): 3 clusters
  Score: Raw -377192.072331 + Penalty 2629.380746 = -374562.691585
  nChanged 83
		SP:Iteration 5Q (13367.680000 sec): 3 clusters
  Score: Raw -377239.650804 + Penalty 2629.380746 = -374610.270057
  nChanged 89
		SP:Iteration 6Q (13367.690000 sec): 3 clusters
  Score: Raw -377284.522041 + Penalty 2629.380746 = -374655.141294
  nChanged 74
		SP:Iteration 7Q (13367.700000 sec): 3 clusters
  Score: Raw -377326.352446 + Penalty 2629.380746 = -374696.971699
  nChanged 85
		SP:Iteration 8Q (13367.710000 sec): 3 clusters
  Score: Raw -377371.934125 + Penalty 2629.380746 = -374742.553378
  nChanged 87
		SP:Iteration 9Q (13367.710000 sec): 3 clusters
  Score: Raw -377425.724827 + Penalty 2629.380746 = -374796.344081
  nChanged 102
		SP:Iteration 10Q (13367.720000 sec): 3 clusters
  Score: Raw -377480.250595 + Penalty 2629.380746 = -374850.869848
  nChanged 89
		SP:Iteration 11Q (13367.730000 sec): 3 clusters
  Score: Raw -377528.601431 + Penalty 2629.380746 = -374899.220684
  nChanged 85
		SP:Iteration 12Q (13367.740000 sec): 3 clusters
  Score: Raw -377582.169021 + Penalty 2629.380746 = -374952.788275
  nChanged 93
		SP:Iteration 13Q (13367.750000 sec): 3 clusters
  Score: Raw -377632.557423 + Penalty 2629.380746 = -375003.176677
  nChanged 85
		SP:Iteration 14Q (13367.750000 sec): 3 clusters
  Score: Raw -377682.144496 + Penalty 2629.380746 = -375052.763750
  nChanged 84
		SP:Iteration 15Q (13367.760000 sec): 3 clusters
  Score: Raw -377741.075723 + Penalty 2629.380746 = -375111.694976
  nChanged 82
		SP:Iteration 16Q (13367.770000 sec): 3 clusters
  Score: Raw -377795.245655 + Penalty 2629.380746 = -375165.864909
  nChanged 70
		SP:Iteration 17Q (13367.780000 sec): 3 clusters
  Score: Raw -377835.915337 + Penalty 2629.380746 = -375206.534591
  nChanged 54
		SP:Iteration 18Q (13367.790000 sec): 3 clusters
  Score: Raw -377872.693560 + Penalty 2629.380746 = -375243.312814
  nChanged 59
		SP:Iteration 19Q (13367.790000 sec): 3 clusters
  Score: Raw -377917.758514 + Penalty 2629.380746 = -375288.377768
  nChanged 58
		SP:Iteration 20F (13367.800000 sec): 3 clusters
  Score: Raw -377970.169745 + Penalty 2629.380746 = -375340.788998
  nChanged 62
		SP:Iteration 21Q (13367.810000 sec): 3 clusters
  Score: Raw -378017.735762 + Penalty 2629.380746 = -375388.355015
  nChanged 43
		SP:Iteration 22Q (13367.820000 sec): 3 clusters
  Score: Raw -378051.385339 + Penalty 2629.380746 = -375422.004593
  nChanged 36
		SP:Iteration 23Q (13367.830000 sec): 3 clusters
  Score: Raw -378075.755962 + Penalty 2629.380746 = -375446.375215
  nChanged 30
		SP:Iteration 24Q (13367.830000 sec): 3 clusters
  Score: Raw -378093.481529 + Penalty 2629.380746 = -375464.100783
  nChanged 30
		SP:Iteration 25Q (13367.840000 sec): 3 clusters
  Score: Raw -378115.237019 + Penalty 2629.380746 = -375485.856273
  nChanged 30
		SP:Iteration 26Q (13367.850000 sec): 3 clusters
  Score: Raw -378136.014430 + Penalty 2629.380746 = -375506.633684
  nChanged 31
		SP:Iteration 27Q (13367.860000 sec): 3 clusters
  Score: Raw -378158.677507 + Penalty 2629.380746 = -375529.296760
  nChanged 30
		SP:Iteration 28Q (13367.860000 sec): 3 clusters
  Score: Raw -378180.671806 + Penalty 2629.380746 = -375551.291059
  nChanged 23
		SP:Iteration 29Q (13367.870000 sec): 3 clusters
  Score: Raw -378200.254441 + Penalty 2629.380746 = -375570.873694
  nChanged 20
		SP:Iteration 30Q (13367.880000 sec): 3 clusters
  Score: Raw -378211.532332 + Penalty 2629.380746 = -375582.151585
  nChanged 11
		SP:Iteration 31Q (13367.890000 sec): 3 clusters
  Score: Raw -378216.261822 + Penalty 2629.380746 = -375586.881075
  nChanged 8
		SP:Iteration 32Q (13367.890000 sec): 3 clusters
  Score: Raw -378218.783182 + Penalty 2629.380746 = -375589.402435
  nChanged 5
		SP:Iteration 33Q (13367.900000 sec): 3 clusters
  Score: Raw -378221.665506 + Penalty 2629.380746 = -375592.284759
  nChanged 7
		SP:Iteration 34Q (13367.910000 sec): 3 clusters
  Score: Raw -378227.224977 + Penalty 2629.380746 = -375597.844230
  nChanged 12
		SP:Iteration 35Q (13367.910000 sec): 3 clusters
  Score: Raw -378239.901254 + Penalty 2629.380746 = -375610.520508
  nChanged 12
		SP:Iteration 36Q (13367.920000 sec): 3 clusters
  Score: Raw -378247.365349 + Penalty 2629.380746 = -375617.984603
  nChanged 14
		SP:Iteration 37Q (13367.930000 sec): 3 clusters
  Score: Raw -378255.163064 + Penalty 2629.380746 = -375625.782317
  nChanged 13
		SP:Iteration 38Q (13367.930000 sec): 3 clusters
  Score: Raw -378263.257443 + Penalty 2629.380746 = -375633.876696
  nChanged 8
		SP:Iteration 39Q (13367.940000 sec): 3 clusters
  Score: Raw -378266.297826 + Penalty 2629.380746 = -375636.917079
  nChanged 6
		SP:Iteration 40F (13367.950000 sec): 3 clusters
  Score: Raw -378270.017388 + Penalty 2629.380746 = -375640.636642
  nChanged 5
		SP:Iteration 41Q (13367.950000 sec): 3 clusters
  Score: Raw -378272.342811 + Penalty 2629.380746 = -375642.962064
  nChanged 3
		SP:Iteration 42Q (13367.960000 sec): 3 clusters
  Score: Raw -378273.877940 + Penalty 2629.380746 = -375644.497193
  nChanged 3
		SP:Iteration 43Q (13367.970000 sec): 3 clusters
  Score: Raw -378274.506715 + Penalty 2629.380746 = -375645.125968
  nChanged 1
		SP:Iteration 44Q (13367.980000 sec): 3 clusters
  Score: Raw -378275.220856 + Penalty 2629.380746 = -375645.840110
  nChanged 0
		SP:Iteration 45F (13367.990000 sec): 3 clusters
  Score: Raw -378275.220856 + Penalty 2629.380746 = -375645.840110
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13367.990000 sec): 2 clusters
  Score: Raw -27136.233190 + Penalty 913.902845 = -26222.330345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13367.990000 sec): 3 clusters
  Score: Raw -27235.936713 + Penalty 1827.805690 = -25408.131023
  nChanged 62
		SP:Iteration 1F (13367.990000 sec): 3 clusters
  Score: Raw -27472.329684 + Penalty 1827.805690 = -25644.523995
  nChanged 16
		SP:Iteration 2F (13367.990000 sec): 3 clusters
  Score: Raw -27565.186871 + Penalty 1827.805690 = -25737.381181
  nChanged 9
		SP:Iteration 3Q (13367.990000 sec): 3 clusters
  Score: Raw -27590.865246 + Penalty 1827.805690 = -25763.059556
  nChanged 6
		SP:Iteration 4Q (13367.990000 sec): 3 clusters
  Score: Raw -27610.027718 + Penalty 1827.805690 = -25782.222028
  nChanged 5
		SP:Iteration 5Q (13367.990000 sec): 3 clusters
  Score: Raw -27634.358250 + Penalty 1827.805690 = -25806.552561
  nChanged 2
		SP:Iteration 6Q (13367.990000 sec): 3 clusters
  Score: Raw -27637.331183 + Penalty 1827.805690 = -25809.525493
  nChanged 0
		SP:Iteration 7F (13368.000000 sec): 3 clusters
  Score: Raw -27637.331183 + Penalty 1827.805690 = -25809.525493
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13368.050000 sec): 2 clusters
  Score: Raw -2042742.903757 + Penalty 1592.087274 = -2041150.816483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13368.100000 sec): 3 clusters
  Score: Raw -2032151.828256 + Penalty 3184.174548 = -2028967.653708
  nChanged 7952
		SP:Iteration 1F (13368.150000 sec): 3 clusters
  Score: Raw -2036999.666394 + Penalty 3184.174548 = -2033815.491846
  nChanged 1176
		SP:Iteration 2F (13368.190000 sec): 3 clusters
  Score: Raw -2037691.722940 + Penalty 3184.174548 = -2034507.548392
  nChanged 1125
		SP:Iteration 3F (13368.240000 sec): 3 clusters
  Score: Raw -2038250.546039 + Penalty 3184.174548 = -2035066.371491
  nChanged 921
		SP:Iteration 4F (13368.280000 sec): 3 clusters
  Score: Raw -2038636.667153 + Penalty 3184.174548 = -2035452.492605
  nChanged 748
		SP:Iteration 5Q (13368.330000 sec): 3 clusters
  Score: Raw -2038912.718685 + Penalty 3184.174548 = -2035728.544137
  nChanged 647
		SP:Iteration 6Q (13368.370000 sec): 3 clusters
  Score: Raw -2039146.656962 + Penalty 3184.174548 = -2035962.482414
  nChanged 620
		SP:Iteration 7Q (13368.420000 sec): 3 clusters
  Score: Raw -2039380.136803 + Penalty 3184.174548 = -2036195.962255
  nChanged 601
		SP:Iteration 8Q (13368.470000 sec): 3 clusters
  Score: Raw -2039597.443748 + Penalty 3184.174548 = -2036413.269200
  nChanged 557
		SP:Iteration 9Q (13368.510000 sec): 3 clusters
  Score: Raw -2039781.200658 + Penalty 3184.174548 = -2036597.026110
  nChanged 480
		SP:Iteration 10Q (13368.550000 sec): 3 clusters
  Score: Raw -2039932.528052 + Penalty 3184.174548 = -2036748.353504
  nChanged 453
		SP:Iteration 11Q (13368.600000 sec): 3 clusters
  Score: Raw -2040097.136059 + Penalty 3184.174548 = -2036912.961511
  nChanged 458
		SP:Iteration 12Q (13368.650000 sec): 3 clusters
  Score: Raw -2040287.564013 + Penalty 3184.174548 = -2037103.389465
  nChanged 443
		SP:Iteration 13Q (13368.690000 sec): 3 clusters
  Score: Raw -2040476.082435 + Penalty 3184.174548 = -2037291.907887
  nChanged 416
		SP:Iteration 14Q (13368.730000 sec): 3 clusters
  Score: Raw -2040668.674862 + Penalty 3184.174548 = -2037484.500314
  nChanged 442
		SP:Iteration 15Q (13368.780000 sec): 3 clusters
  Score: Raw -2040894.923877 + Penalty 3184.174548 = -2037710.749328
  nChanged 439
		SP:Iteration 16Q (13368.820000 sec): 3 clusters
  Score: Raw -2041119.671960 + Penalty 3184.174548 = -2037935.497412
  nChanged 453
		SP:Iteration 17Q (13368.870000 sec): 3 clusters
  Score: Raw -2041370.364222 + Penalty 3184.174548 = -2038186.189674
  nChanged 440
		SP:Iteration 18Q (13368.910000 sec): 3 clusters
  Score: Raw -2041607.345401 + Penalty 3184.174548 = -2038423.170853
  nChanged 416
		SP:Iteration 19Q (13368.950000 sec): 3 clusters
  Score: Raw -2041829.273580 + Penalty 3184.174548 = -2038645.099031
  nChanged 377
		SP:Iteration 20F (13368.990000 sec): 3 clusters
  Score: Raw -2042049.086610 + Penalty 3184.174548 = -2038864.912062
  nChanged 350
		SP:Iteration 21Q (13369.030000 sec): 3 clusters
  Score: Raw -2042254.408984 + Penalty 3184.174548 = -2039070.234436
  nChanged 321
		SP:Iteration 22Q (13369.070000 sec): 3 clusters
  Score: Raw -2042457.430097 + Penalty 3184.174548 = -2039273.255549
  nChanged 292
		SP:Iteration 23Q (13369.110000 sec): 3 clusters
  Score: Raw -2042660.872664 + Penalty 3184.174548 = -2039476.698116
  nChanged 244
		SP:Iteration 24Q (13369.150000 sec): 3 clusters
  Score: Raw -2042821.988038 + Penalty 3184.174548 = -2039637.813490
  nChanged 206
		SP:Iteration 25Q (13369.190000 sec): 3 clusters
  Score: Raw -2042967.515940 + Penalty 3184.174548 = -2039783.341392
  nChanged 159
		SP:Iteration 26Q (13369.220000 sec): 3 clusters
  Score: Raw -2043071.741294 + Penalty 3184.174548 = -2039887.566746
  nChanged 120
		SP:Iteration 27Q (13369.260000 sec): 3 clusters
  Score: Raw -2043146.660567 + Penalty 3184.174548 = -2039962.486019
  nChanged 77
		SP:Iteration 28Q (13369.290000 sec): 3 clusters
  Score: Raw -2043198.059680 + Penalty 3184.174548 = -2040013.885132
  nChanged 60
		SP:Iteration 29Q (13369.330000 sec): 3 clusters
  Score: Raw -2043234.947711 + Penalty 3184.174548 = -2040050.773163
  nChanged 48
		SP:Iteration 30Q (13369.370000 sec): 3 clusters
  Score: Raw -2043262.027013 + Penalty 3184.174548 = -2040077.852465
  nChanged 33
		SP:Iteration 31Q (13369.400000 sec): 3 clusters
  Score: Raw -2043285.457862 + Penalty 3184.174548 = -2040101.283314
  nChanged 31
		SP:Iteration 32Q (13369.430000 sec): 3 clusters
  Score: Raw -2043310.106801 + Penalty 3184.174548 = -2040125.932253
  nChanged 22
		SP:Iteration 33Q (13369.470000 sec): 3 clusters
  Score: Raw -2043327.883610 + Penalty 3184.174548 = -2040143.709062
  nChanged 27
		SP:Iteration 34Q (13369.500000 sec): 3 clusters
  Score: Raw -2043345.417811 + Penalty 3184.174548 = -2040161.243263
  nChanged 25
		SP:Iteration 35Q (13369.530000 sec): 3 clusters
  Score: Raw -2043361.421704 + Penalty 3184.174548 = -2040177.247156
  nChanged 17
		SP:Iteration 36Q (13369.570000 sec): 3 clusters
  Score: Raw -2043372.259772 + Penalty 3184.174548 = -2040188.085224
  nChanged 13
		SP:Iteration 37Q (13369.600000 sec): 3 clusters
  Score: Raw -2043385.717503 + Penalty 3184.174548 = -2040201.542955
  nChanged 15
		SP:Iteration 38Q (13369.630000 sec): 3 clusters
  Score: Raw -2043396.933227 + Penalty 3184.174548 = -2040212.758679
  nChanged 17
		SP:Iteration 39Q (13369.670000 sec): 3 clusters
  Score: Raw -2043404.673393 + Penalty 3184.174548 = -2040220.498845
  nChanged 8
		SP:Iteration 40F (13369.710000 sec): 3 clusters
  Score: Raw -2043415.615219 + Penalty 3184.174548 = -2040231.440671
  nChanged 9
		SP:Iteration 41Q (13369.750000 sec): 3 clusters
  Score: Raw -2043422.847235 + Penalty 3184.174548 = -2040238.672687
  nChanged 9
		SP:Iteration 42Q (13369.780000 sec): 3 clusters
  Score: Raw -2043427.087367 + Penalty 3184.174548 = -2040242.912819
  nChanged 10
		SP:Iteration 43Q (13369.810000 sec): 3 clusters
  Score: Raw -2043436.447965 + Penalty 3184.174548 = -2040252.273417
  nChanged 10
		SP:Iteration 44Q (13369.850000 sec): 3 clusters
  Score: Raw -2043440.280743 + Penalty 3184.174548 = -2040256.106195
  nChanged 6
		SP:Iteration 45Q (13369.880000 sec): 3 clusters
  Score: Raw -2043441.997713 + Penalty 3184.174548 = -2040257.823165
  nChanged 2
		SP:Iteration 46Q (13369.910000 sec): 3 clusters
  Score: Raw -2043442.375623 + Penalty 3184.174548 = -2040258.201075
  nChanged 0
		SP:Iteration 47F (13369.960000 sec): 3 clusters
  Score: Raw -2043442.375623 + Penalty 3184.174548 = -2040258.201075
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (7776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13369.990000 sec): 2 clusters
  Score: Raw -858552.733331 + Penalty 1455.804569 = -857096.928762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13370.010000 sec): 3 clusters
  Score: Raw -854250.435116 + Penalty 2911.609137 = -851338.825979
  nChanged 3274
		SP:Iteration 1F (13370.030000 sec): 3 clusters
  Score: Raw -856041.762075 + Penalty 2911.609137 = -853130.152937
  nChanged 532
		SP:Iteration 2F (13370.050000 sec): 3 clusters
  Score: Raw -856410.955866 + Penalty 2911.609137 = -853499.346728
  nChanged 558
		SP:Iteration 3F (13370.070000 sec): 3 clusters
  Score: Raw -856824.870291 + Penalty 2911.609137 = -853913.261154
  nChanged 569
		SP:Iteration 4F (13370.090000 sec): 3 clusters
  Score: Raw -857254.438158 + Penalty 2911.609137 = -854342.829021
  nChanged 520
		SP:Iteration 5F (13370.100000 sec): 3 clusters
  Score: Raw -857566.835264 + Penalty 2911.609137 = -854655.226126
  nChanged 415
		SP:Iteration 6F (13370.120000 sec): 3 clusters
  Score: Raw -857772.734265 + Penalty 2911.609137 = -854861.125127
  nChanged 297
		SP:Iteration 7Q (13370.140000 sec): 3 clusters
  Score: Raw -857905.925243 + Penalty 2911.609137 = -854994.316106
  nChanged 235
		SP:Iteration 8Q (13370.160000 sec): 3 clusters
  Score: Raw -857993.688349 + Penalty 2911.609137 = -855082.079212
  nChanged 198
		SP:Iteration 9Q (13370.180000 sec): 3 clusters
  Score: Raw -858062.189212 + Penalty 2911.609137 = -855150.580074
  nChanged 166
		SP:Iteration 10Q (13370.200000 sec): 3 clusters
  Score: Raw -858125.194464 + Penalty 2911.609137 = -855213.585327
  nChanged 161
		SP:Iteration 11Q (13370.220000 sec): 3 clusters
  Score: Raw -858187.905050 + Penalty 2911.609137 = -855276.295913
  nChanged 177
		SP:Iteration 12Q (13370.240000 sec): 3 clusters
  Score: Raw -858257.528954 + Penalty 2911.609137 = -855345.919817
  nChanged 168
		SP:Iteration 13Q (13370.260000 sec): 3 clusters
  Score: Raw -858322.664290 + Penalty 2911.609137 = -855411.055152
  nChanged 157
		SP:Iteration 14Q (13370.280000 sec): 3 clusters
  Score: Raw -858385.319486 + Penalty 2911.609137 = -855473.710349
  nChanged 150
		SP:Iteration 15Q (13370.290000 sec): 3 clusters
  Score: Raw -858446.490557 + Penalty 2911.609137 = -855534.881419
  nChanged 135
		SP:Iteration 16Q (13370.310000 sec): 3 clusters
  Score: Raw -858502.716010 + Penalty 2911.609137 = -855591.106873
  nChanged 119
		SP:Iteration 17Q (13370.330000 sec): 3 clusters
  Score: Raw -858550.663372 + Penalty 2911.609137 = -855639.054235
  nChanged 120
		SP:Iteration 18Q (13370.350000 sec): 3 clusters
  Score: Raw -858607.066170 + Penalty 2911.609137 = -855695.457032
  nChanged 121
		SP:Iteration 19Q (13370.370000 sec): 3 clusters
  Score: Raw -858661.156883 + Penalty 2911.609137 = -855749.547745
  nChanged 99
		SP:Iteration 20F (13370.390000 sec): 3 clusters
  Score: Raw -858702.166759 + Penalty 2911.609137 = -855790.557622
  nChanged 83
		SP:Iteration 21Q (13370.410000 sec): 3 clusters
  Score: Raw -858739.484501 + Penalty 2911.609137 = -855827.875364
  nChanged 69
		SP:Iteration 22Q (13370.430000 sec): 3 clusters
  Score: Raw -858770.660336 + Penalty 2911.609137 = -855859.051199
  nChanged 65
		SP:Iteration 23Q (13370.450000 sec): 3 clusters
  Score: Raw -858796.208401 + Penalty 2911.609137 = -855884.599264
  nChanged 53
		SP:Iteration 24Q (13370.470000 sec): 3 clusters
  Score: Raw -858816.888939 + Penalty 2911.609137 = -855905.279801
  nChanged 53
		SP:Iteration 25Q (13370.490000 sec): 3 clusters
  Score: Raw -858836.185402 + Penalty 2911.609137 = -855924.576264
  nChanged 39
		SP:Iteration 26Q (13370.510000 sec): 3 clusters
  Score: Raw -858850.830349 + Penalty 2911.609137 = -855939.221211
  nChanged 40
		SP:Iteration 27Q (13370.520000 sec): 3 clusters
  Score: Raw -858865.282255 + Penalty 2911.609137 = -855953.673118
  nChanged 42
		SP:Iteration 28Q (13370.540000 sec): 3 clusters
  Score: Raw -858886.752052 + Penalty 2911.609137 = -855975.142915
  nChanged 37
		SP:Iteration 29Q (13370.560000 sec): 3 clusters
  Score: Raw -858911.012734 + Penalty 2911.609137 = -855999.403596
  nChanged 28
		SP:Iteration 30Q (13370.580000 sec): 3 clusters
  Score: Raw -858924.666688 + Penalty 2911.609137 = -856013.057550
  nChanged 29
		SP:Iteration 31Q (13370.590000 sec): 3 clusters
  Score: Raw -858939.088975 + Penalty 2911.609137 = -856027.479838
  nChanged 24
		SP:Iteration 32Q (13370.610000 sec): 3 clusters
  Score: Raw -858950.135414 + Penalty 2911.609137 = -856038.526276
  nChanged 24
		SP:Iteration 33Q (13370.630000 sec): 3 clusters
  Score: Raw -858960.576660 + Penalty 2911.609137 = -856048.967523
  nChanged 20
		SP:Iteration 34Q (13370.650000 sec): 3 clusters
  Score: Raw -858970.695475 + Penalty 2911.609137 = -856059.086337
  nChanged 14
		SP:Iteration 35Q (13370.670000 sec): 3 clusters
  Score: Raw -858976.694878 + Penalty 2911.609137 = -856065.085740
  nChanged 14
		SP:Iteration 36Q (13370.680000 sec): 3 clusters
  Score: Raw -858982.003600 + Penalty 2911.609137 = -856070.394463
  nChanged 8
		SP:Iteration 37Q (13370.700000 sec): 3 clusters
  Score: Raw -858985.031308 + Penalty 2911.609137 = -856073.422171
  nChanged 8
		SP:Iteration 38Q (13370.710000 sec): 3 clusters
  Score: Raw -858987.479464 + Penalty 2911.609137 = -856075.870326
  nChanged 7
		SP:Iteration 39Q (13370.730000 sec): 3 clusters
  Score: Raw -858989.473979 + Penalty 2911.609137 = -856077.864841
  nChanged 2
		SP:Iteration 40F (13370.750000 sec): 3 clusters
  Score: Raw -858990.562887 + Penalty 2911.609137 = -856078.953749
  nChanged 6
		SP:Iteration 41Q (13370.770000 sec): 3 clusters
  Score: Raw -858993.706706 + Penalty 2911.609137 = -856082.097568
  nChanged 9
		SP:Iteration 42Q (13370.790000 sec): 3 clusters
  Score: Raw -858997.982861 + Penalty 2911.609137 = -856086.373723
  nChanged 11
		SP:Iteration 43Q (13370.800000 sec): 3 clusters
  Score: Raw -859002.675446 + Penalty 2911.609137 = -856091.066308
  nChanged 7
		SP:Iteration 44Q (13370.820000 sec): 3 clusters
  Score: Raw -859007.258784 + Penalty 2911.609137 = -856095.649647
  nChanged 10
		SP:Iteration 45Q (13370.840000 sec): 3 clusters
  Score: Raw -859011.323459 + Penalty 2911.609137 = -856099.714322
  nChanged 7
		SP:Iteration 46Q (13370.850000 sec): 3 clusters
  Score: Raw -859014.900582 + Penalty 2911.609137 = -856103.291445
  nChanged 6
		SP:Iteration 47Q (13370.870000 sec): 3 clusters
  Score: Raw -859017.836528 + Penalty 2911.609137 = -856106.227391
  nChanged 8
		SP:Iteration 48Q (13370.890000 sec): 3 clusters
  Score: Raw -859021.786268 + Penalty 2911.609137 = -856110.177131
  nChanged 6
		SP:Iteration 49Q (13370.900000 sec): 3 clusters
  Score: Raw -859023.921332 + Penalty 2911.609137 = -856112.312194
  nChanged 7
		SP:Iteration 50Q (13370.920000 sec): 3 clusters
  Score: Raw -859026.674169 + Penalty 2911.609137 = -856115.065032
  nChanged 3
		SP:Iteration 51Q (13370.930000 sec): 3 clusters
  Score: Raw -859027.696462 + Penalty 2911.609137 = -856116.087325
  nChanged 4
		SP:Iteration 52Q (13370.950000 sec): 3 clusters
  Score: Raw -859029.710533 + Penalty 2911.609137 = -856118.101395
  nChanged 1
		SP:Iteration 53Q (13370.970000 sec): 3 clusters
  Score: Raw -859030.172747 + Penalty 2911.609137 = -856118.563609
  nChanged 0
		SP:Iteration 54F (13370.990000 sec): 3 clusters
  Score: Raw -859030.172747 + Penalty 2911.609137 = -856118.563609
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13371.010000 sec): 2 clusters
  Score: Raw -385317.338770 + Penalty 1330.390923 = -383986.947847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13371.010000 sec): 3 clusters
  Score: Raw -383558.713266 + Penalty 2660.781847 = -380897.931419
  nChanged 1443
		SP:Iteration 1F (13371.020000 sec): 3 clusters
  Score: Raw -384458.779342 + Penalty 2660.781847 = -381797.997495
  nChanged 283
		SP:Iteration 2F (13371.030000 sec): 3 clusters
  Score: Raw -384646.239332 + Penalty 2660.781847 = -381985.457485
  nChanged 187
		SP:Iteration 3F (13371.040000 sec): 3 clusters
  Score: Raw -384796.697216 + Penalty 2660.781847 = -382135.915369
  nChanged 175
		SP:Iteration 4Q (13371.050000 sec): 3 clusters
  Score: Raw -384945.812020 + Penalty 2660.781847 = -382285.030173
  nChanged 168
		SP:Iteration 5Q (13371.060000 sec): 3 clusters
  Score: Raw -385099.284685 + Penalty 2660.781847 = -382438.502838
  nChanged 157
		SP:Iteration 6Q (13371.070000 sec): 3 clusters
  Score: Raw -385243.306230 + Penalty 2660.781847 = -382582.524383
  nChanged 136
		SP:Iteration 7Q (13371.080000 sec): 3 clusters
  Score: Raw -385369.711068 + Penalty 2660.781847 = -382708.929221
  nChanged 115
		SP:Iteration 8Q (13371.090000 sec): 3 clusters
  Score: Raw -385447.824478 + Penalty 2660.781847 = -382787.042632
  nChanged 97
		SP:Iteration 9Q (13371.090000 sec): 3 clusters
  Score: Raw -385507.349148 + Penalty 2660.781847 = -382846.567301
  nChanged 83
		SP:Iteration 10Q (13371.100000 sec): 3 clusters
  Score: Raw -385559.956130 + Penalty 2660.781847 = -382899.174283
  nChanged 62
		SP:Iteration 11Q (13371.110000 sec): 3 clusters
  Score: Raw -385590.504705 + Penalty 2660.781847 = -382929.722859
  nChanged 42
		SP:Iteration 12Q (13371.120000 sec): 3 clusters
  Score: Raw -385614.908225 + Penalty 2660.781847 = -382954.126378
  nChanged 38
		SP:Iteration 13Q (13371.130000 sec): 3 clusters
  Score: Raw -385638.491457 + Penalty 2660.781847 = -382977.709610
  nChanged 44
		SP:Iteration 14Q (13371.140000 sec): 3 clusters
  Score: Raw -385662.775118 + Penalty 2660.781847 = -383001.993272
  nChanged 44
		SP:Iteration 15Q (13371.150000 sec): 3 clusters
  Score: Raw -385685.895868 + Penalty 2660.781847 = -383025.114021
  nChanged 45
		SP:Iteration 16Q (13371.150000 sec): 3 clusters
  Score: Raw -385709.165650 + Penalty 2660.781847 = -383048.383803
  nChanged 36
		SP:Iteration 17Q (13371.160000 sec): 3 clusters
  Score: Raw -385734.777831 + Penalty 2660.781847 = -383073.995985
  nChanged 60
		SP:Iteration 18Q (13371.170000 sec): 3 clusters
  Score: Raw -385784.301831 + Penalty 2660.781847 = -383123.519984
  nChanged 59
		SP:Iteration 19Q (13371.180000 sec): 3 clusters
  Score: Raw -385842.847935 + Penalty 2660.781847 = -383182.066088
  nChanged 62
		SP:Iteration 20F (13371.190000 sec): 3 clusters
  Score: Raw -385885.065740 + Penalty 2660.781847 = -383224.283893
  nChanged 44
		SP:Iteration 21Q (13371.200000 sec): 3 clusters
  Score: Raw -385918.561281 + Penalty 2660.781847 = -383257.779434
  nChanged 40
		SP:Iteration 22Q (13371.210000 sec): 3 clusters
  Score: Raw -385947.118892 + Penalty 2660.781847 = -383286.337045
  nChanged 34
		SP:Iteration 23Q (13371.210000 sec): 3 clusters
  Score: Raw -385963.888172 + Penalty 2660.781847 = -383303.106325
  nChanged 23
		SP:Iteration 24Q (13371.220000 sec): 3 clusters
  Score: Raw -385973.454185 + Penalty 2660.781847 = -383312.672338
  nChanged 12
		SP:Iteration 25Q (13371.230000 sec): 3 clusters
  Score: Raw -385977.883884 + Penalty 2660.781847 = -383317.102037
  nChanged 13
		SP:Iteration 26Q (13371.240000 sec): 3 clusters
  Score: Raw -385982.598681 + Penalty 2660.781847 = -383321.816834
  nChanged 5
		SP:Iteration 27Q (13371.250000 sec): 3 clusters
  Score: Raw -385984.499397 + Penalty 2660.781847 = -383323.717550
  nChanged 3
		SP:Iteration 28Q (13371.250000 sec): 3 clusters
  Score: Raw -385984.954888 + Penalty 2660.781847 = -383324.173041
  nChanged 1
		SP:Iteration 29Q (13371.260000 sec): 3 clusters
  Score: Raw -385985.223444 + Penalty 2660.781847 = -383324.441597
  nChanged 1
		SP:Iteration 30Q (13371.270000 sec): 3 clusters
  Score: Raw -385985.553804 + Penalty 2660.781847 = -383324.771957
  nChanged 1
		SP:Iteration 31Q (13371.280000 sec): 3 clusters
  Score: Raw -385985.783606 + Penalty 2660.781847 = -383325.001759
  nChanged 1
		SP:Iteration 32Q (13371.290000 sec): 3 clusters
  Score: Raw -385985.920718 + Penalty 2660.781847 = -383325.138871
  nChanged 0
		SP:Iteration 33F (13371.290000 sec): 3 clusters
  Score: Raw -385985.920718 + Penalty 2660.781847 = -383325.138871
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13371.300000 sec): 2 clusters
  Score: Raw -159856.012725 + Penalty 1185.667156 = -158670.345569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13371.310000 sec): 3 clusters
  Score: Raw -159285.965273 + Penalty 2371.334312 = -156914.630960
  nChanged 485
		SP:Iteration 1F (13371.310000 sec): 3 clusters
  Score: Raw -159671.669481 + Penalty 2371.334312 = -157300.335168
  nChanged 110
		SP:Iteration 2F (13371.310000 sec): 3 clusters
  Score: Raw -159774.455516 + Penalty 2371.334312 = -157403.121203
  nChanged 58
		SP:Iteration 3Q (13371.320000 sec): 3 clusters
  Score: Raw -159822.676251 + Penalty 2371.334312 = -157451.341939
  nChanged 47
		SP:Iteration 4Q (13371.320000 sec): 3 clusters
  Score: Raw -159861.454736 + Penalty 2371.334312 = -157490.120424
  nChanged 40
		SP:Iteration 5Q (13371.330000 sec): 3 clusters
  Score: Raw -159891.563527 + Penalty 2371.334312 = -157520.229214
  nChanged 31
		SP:Iteration 6Q (13371.330000 sec): 3 clusters
  Score: Raw -159912.060936 + Penalty 2371.334312 = -157540.726624
  nChanged 26
		SP:Iteration 7Q (13371.330000 sec): 3 clusters
  Score: Raw -159928.227208 + Penalty 2371.334312 = -157556.892896
  nChanged 19
		SP:Iteration 8Q (13371.340000 sec): 3 clusters
  Score: Raw -159938.164751 + Penalty 2371.334312 = -157566.830439
  nChanged 17
		SP:Iteration 9Q (13371.340000 sec): 3 clusters
  Score: Raw -159950.917086 + Penalty 2371.334312 = -157579.582773
  nChanged 14
		SP:Iteration 10Q (13371.350000 sec): 3 clusters
  Score: Raw -159960.536967 + Penalty 2371.334312 = -157589.202654
  nChanged 16
		SP:Iteration 11Q (13371.350000 sec): 3 clusters
  Score: Raw -159968.583311 + Penalty 2371.334312 = -157597.248998
  nChanged 12
		SP:Iteration 12Q (13371.350000 sec): 3 clusters
  Score: Raw -159973.603556 + Penalty 2371.334312 = -157602.269244
  nChanged 9
		SP:Iteration 13Q (13371.350000 sec): 3 clusters
  Score: Raw -159976.421673 + Penalty 2371.334312 = -157605.087360
  nChanged 6
		SP:Iteration 14Q (13371.360000 sec): 3 clusters
  Score: Raw -159981.011676 + Penalty 2371.334312 = -157609.677363
  nChanged 11
		SP:Iteration 15Q (13371.360000 sec): 3 clusters
  Score: Raw -159987.437064 + Penalty 2371.334312 = -157616.102752
  nChanged 8
		SP:Iteration 16Q (13371.370000 sec): 3 clusters
  Score: Raw -159992.220705 + Penalty 2371.334312 = -157620.886393
  nChanged 9
		SP:Iteration 17Q (13371.370000 sec): 3 clusters
  Score: Raw -159999.684301 + Penalty 2371.334312 = -157628.349989
  nChanged 11
		SP:Iteration 18Q (13371.370000 sec): 3 clusters
  Score: Raw -160007.089781 + Penalty 2371.334312 = -157635.755469
  nChanged 10
		SP:Iteration 19Q (13371.380000 sec): 3 clusters
  Score: Raw -160012.741701 + Penalty 2371.334312 = -157641.407389
  nChanged 6
		SP:Iteration 20F (13371.380000 sec): 3 clusters
  Score: Raw -160019.003127 + Penalty 2371.334312 = -157647.668814
  nChanged 8
		SP:Iteration 21Q (13371.380000 sec): 3 clusters
  Score: Raw -160026.647845 + Penalty 2371.334312 = -157655.313532
  nChanged 8
		SP:Iteration 22Q (13371.390000 sec): 3 clusters
  Score: Raw -160033.900600 + Penalty 2371.334312 = -157662.566288
  nChanged 11
		SP:Iteration 23Q (13371.390000 sec): 3 clusters
  Score: Raw -160044.142402 + Penalty 2371.334312 = -157672.808089
  nChanged 8
		SP:Iteration 24Q (13371.390000 sec): 3 clusters
  Score: Raw -160050.070827 + Penalty 2371.334312 = -157678.736515
  nChanged 2
		SP:Iteration 25Q (13371.400000 sec): 3 clusters
  Score: Raw -160051.264609 + Penalty 2371.334312 = -157679.930296
  nChanged 5
		SP:Iteration 26Q (13371.400000 sec): 3 clusters
  Score: Raw -160055.417598 + Penalty 2371.334312 = -157684.083285
  nChanged 6
		SP:Iteration 27Q (13371.410000 sec): 3 clusters
  Score: Raw -160060.903227 + Penalty 2371.334312 = -157689.568915
  nChanged 11
		SP:Iteration 28Q (13371.410000 sec): 3 clusters
  Score: Raw -160068.648969 + Penalty 2371.334312 = -157697.314656
  nChanged 5
		SP:Iteration 29Q (13371.410000 sec): 3 clusters
  Score: Raw -160071.551843 + Penalty 2371.334312 = -157700.217531
  nChanged 3
		SP:Iteration 30Q (13371.410000 sec): 3 clusters
  Score: Raw -160072.354047 + Penalty 2371.334312 = -157701.019735
  nChanged 1
		SP:Iteration 31Q (13371.420000 sec): 3 clusters
  Score: Raw -160073.535112 + Penalty 2371.334312 = -157702.200799
  nChanged 0
		SP:Iteration 32F (13371.420000 sec): 3 clusters
  Score: Raw -160073.535112 + Penalty 2371.334312 = -157702.200799
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13371.430000 sec): 2 clusters
  Score: Raw -93214.339983 + Penalty 1096.482811 = -92117.857173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13371.430000 sec): 3 clusters
  Score: Raw -93034.134052 + Penalty 2192.965621 = -90841.168430
  nChanged 247
		SP:Iteration 1F (13371.430000 sec): 3 clusters
  Score: Raw -93274.974715 + Penalty 2192.965621 = -91082.009094
  nChanged 60
		SP:Iteration 2F (13371.430000 sec): 3 clusters
  Score: Raw -93324.443645 + Penalty 2192.965621 = -91131.478023
  nChanged 36
		SP:Iteration 3Q (13371.440000 sec): 3 clusters
  Score: Raw -93361.247402 + Penalty 2192.965621 = -91168.281781
  nChanged 27
		SP:Iteration 4Q (13371.440000 sec): 3 clusters
  Score: Raw -93393.861671 + Penalty 2192.965621 = -91200.896050
  nChanged 23
		SP:Iteration 5Q (13371.440000 sec): 3 clusters
  Score: Raw -93420.883995 + Penalty 2192.965621 = -91227.918374
  nChanged 29
		SP:Iteration 6Q (13371.440000 sec): 3 clusters
  Score: Raw -93452.701215 + Penalty 2192.965621 = -91259.735594
  nChanged 20
		SP:Iteration 7Q (13371.450000 sec): 3 clusters
  Score: Raw -93483.422644 + Penalty 2192.965621 = -91290.457023
  nChanged 20
		SP:Iteration 8Q (13371.450000 sec): 3 clusters
  Score: Raw -93510.728589 + Penalty 2192.965621 = -91317.762968
  nChanged 26
		SP:Iteration 9Q (13371.450000 sec): 3 clusters
  Score: Raw -93551.397603 + Penalty 2192.965621 = -91358.431982
  nChanged 32
		SP:Iteration 10Q (13371.450000 sec): 3 clusters
  Score: Raw -93590.624590 + Penalty 2192.965621 = -91397.658969
  nChanged 26
		SP:Iteration 11Q (13371.450000 sec): 3 clusters
  Score: Raw -93626.015240 + Penalty 2192.965621 = -91433.049619
  nChanged 27
		SP:Iteration 12Q (13371.460000 sec): 3 clusters
  Score: Raw -93666.068237 + Penalty 2192.965621 = -91473.102616
  nChanged 16
		SP:Iteration 13Q (13371.460000 sec): 3 clusters
  Score: Raw -93698.323305 + Penalty 2192.965621 = -91505.357683
  nChanged 16
		SP:Iteration 14Q (13371.460000 sec): 3 clusters
  Score: Raw -93725.321370 + Penalty 2192.965621 = -91532.355749
  nChanged 10
		SP:Iteration 15Q (13371.460000 sec): 3 clusters
  Score: Raw -93734.545232 + Penalty 2192.965621 = -91541.579610
  nChanged 4
		SP:Iteration 16Q (13371.470000 sec): 3 clusters
  Score: Raw -93742.226869 + Penalty 2192.965621 = -91549.261247
  nChanged 4
		SP:Iteration 17Q (13371.470000 sec): 3 clusters
  Score: Raw -93745.883746 + Penalty 2192.965621 = -91552.918125
  nChanged 4
		SP:Iteration 18Q (13371.470000 sec): 3 clusters
  Score: Raw -93751.269377 + Penalty 2192.965621 = -91558.303756
  nChanged 4
		SP:Iteration 19Q (13371.470000 sec): 3 clusters
  Score: Raw -93755.193128 + Penalty 2192.965621 = -91562.227507
  nChanged 3
		SP:Iteration 20F (13371.470000 sec): 3 clusters
  Score: Raw -93757.240226 + Penalty 2192.965621 = -91564.274605
  nChanged 5
		SP:Iteration 21Q (13371.470000 sec): 3 clusters
  Score: Raw -93762.261349 + Penalty 2192.965621 = -91569.295728
  nChanged 4
		SP:Iteration 22Q (13371.480000 sec): 3 clusters
  Score: Raw -93766.636460 + Penalty 2192.965621 = -91573.670839
  nChanged 6
		SP:Iteration 23Q (13371.480000 sec): 3 clusters
  Score: Raw -93773.577372 + Penalty 2192.965621 = -91580.611751
  nChanged 7
		SP:Iteration 24Q (13371.480000 sec): 3 clusters
  Score: Raw -93804.763409 + Penalty 2192.965621 = -91611.797788
  nChanged 10
		SP:Iteration 25Q (13371.480000 sec): 3 clusters
  Score: Raw -93848.062895 + Penalty 2192.965621 = -91655.097274
  nChanged 11
		SP:Iteration 26Q (13371.490000 sec): 3 clusters
  Score: Raw -93868.195947 + Penalty 2192.965621 = -91675.230326
  nChanged 5
		SP:Iteration 27Q (13371.490000 sec): 3 clusters
  Score: Raw -93882.015479 + Penalty 2192.965621 = -91689.049857
  nChanged 6
		SP:Iteration 28Q (13371.490000 sec): 3 clusters
  Score: Raw -93896.176268 + Penalty 2192.965621 = -91703.210646
  nChanged 6
		SP:Iteration 29Q (13371.490000 sec): 3 clusters
  Score: Raw -93915.834912 + Penalty 2192.965621 = -91722.869291
  nChanged 5
		SP:Iteration 30Q (13371.490000 sec): 3 clusters
  Score: Raw -93925.546050 + Penalty 2192.965621 = -91732.580429
  nChanged 3
		SP:Iteration 31Q (13371.490000 sec): 3 clusters
  Score: Raw -93929.558227 + Penalty 2192.965621 = -91736.592606
  nChanged 2
		SP:Iteration 32Q (13371.500000 sec): 3 clusters
  Score: Raw -93931.687749 + Penalty 2192.965621 = -91738.722128
  nChanged 0
		SP:Iteration 33F (13371.500000 sec): 3 clusters
  Score: Raw -93948.993974 + Penalty 2192.965621 = -91756.028353
  nChanged 5
		SP:Iteration 34Q (13371.500000 sec): 3 clusters
  Score: Raw -94049.314409 + Penalty 2192.965621 = -91856.348788
  nChanged 7
		SP:Iteration 35Q (13371.500000 sec): 3 clusters
  Score: Raw -94099.217651 + Penalty 2192.965621 = -91906.252030
  nChanged 6
		SP:Iteration 36Q (13371.510000 sec): 3 clusters
  Score: Raw -94107.759417 + Penalty 2192.965621 = -91914.793796
  nChanged 6
		SP:Iteration 37Q (13371.510000 sec): 3 clusters
  Score: Raw -94113.537544 + Penalty 2192.965621 = -91920.571922
  nChanged 1
		SP:Iteration 38Q (13371.510000 sec): 3 clusters
  Score: Raw -94114.165012 + Penalty 2192.965621 = -91921.199390
  nChanged 0
		SP:Iteration 39F (13371.510000 sec): 3 clusters
  Score: Raw -94114.165012 + Penalty 2192.965621 = -91921.199390
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (31265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13371.610000 sec): 2 clusters
  Score: Raw -3678241.125020 + Penalty 1681.916363 = -3676559.208657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13371.700000 sec): 3 clusters
  Score: Raw -3658978.110737 + Penalty 3363.832726 = -3655614.278012
  nChanged 14441
		SP:Iteration 1F (13371.780000 sec): 3 clusters
  Score: Raw -3667002.271745 + Penalty 3363.832726 = -3663638.439020
  nChanged 1370
		SP:Iteration 2Q (13371.870000 sec): 3 clusters
  Score: Raw -3667435.138265 + Penalty 3363.832726 = -3664071.305540
  nChanged 1356
		SP:Iteration 3Q (13371.950000 sec): 3 clusters
  Score: Raw -3667923.591181 + Penalty 3363.832726 = -3664559.758455
  nChanged 1477
		SP:Iteration 4Q (13372.040000 sec): 3 clusters
  Score: Raw -3668516.500093 + Penalty 3363.832726 = -3665152.667367
  nChanged 1562
		SP:Iteration 5Q (13372.130000 sec): 3 clusters
  Score: Raw -3669209.057393 + Penalty 3363.832726 = -3665845.224667
  nChanged 1679
		SP:Iteration 6F (13372.210000 sec): 3 clusters
  Score: Raw -3670019.078070 + Penalty 3363.832726 = -3666655.245344
  nChanged 1755
		SP:Iteration 7F (13372.290000 sec): 3 clusters
  Score: Raw -3670956.023358 + Penalty 3363.832726 = -3667592.190632
  nChanged 1865
		SP:Iteration 8F (13372.380000 sec): 3 clusters
  Score: Raw -3672035.982500 + Penalty 3363.832726 = -3668672.149775
  nChanged 1786
		SP:Iteration 9F (13372.460000 sec): 3 clusters
  Score: Raw -3673125.811407 + Penalty 3363.832726 = -3669761.978681
  nChanged 1686
		SP:Iteration 10F (13372.550000 sec): 3 clusters
  Score: Raw -3674201.062007 + Penalty 3363.832726 = -3670837.229281
  nChanged 1521
		SP:Iteration 11Q (13372.630000 sec): 3 clusters
  Score: Raw -3675216.952197 + Penalty 3363.832726 = -3671853.119471
  nChanged 1317
		SP:Iteration 12Q (13372.710000 sec): 3 clusters
  Score: Raw -3676147.427010 + Penalty 3363.832726 = -3672783.594285
  nChanged 1116
		SP:Iteration 13Q (13372.800000 sec): 3 clusters
  Score: Raw -3676947.651107 + Penalty 3363.832726 = -3673583.818381
  nChanged 841
		SP:Iteration 14Q (13372.880000 sec): 3 clusters
  Score: Raw -3677553.546498 + Penalty 3363.832726 = -3674189.713772
  nChanged 588
		SP:Iteration 15Q (13372.960000 sec): 3 clusters
  Score: Raw -3677960.719461 + Penalty 3363.832726 = -3674596.886736
  nChanged 354
		SP:Iteration 16Q (13373.040000 sec): 3 clusters
  Score: Raw -3678203.525304 + Penalty 3363.832726 = -3674839.692579
  nChanged 224
		SP:Iteration 17Q (13373.110000 sec): 3 clusters
  Score: Raw -3678354.206210 + Penalty 3363.832726 = -3674990.373484
  nChanged 135
		SP:Iteration 18Q (13373.180000 sec): 3 clusters
  Score: Raw -3678446.189285 + Penalty 3363.832726 = -3675082.356559
  nChanged 81
		SP:Iteration 19Q (13373.250000 sec): 3 clusters
  Score: Raw -3678501.071197 + Penalty 3363.832726 = -3675137.238472
  nChanged 51
		SP:Iteration 20F (13373.330000 sec): 3 clusters
  Score: Raw -3678535.825410 + Penalty 3363.832726 = -3675171.992685
  nChanged 24
		SP:Iteration 21Q (13373.390000 sec): 3 clusters
  Score: Raw -3678551.541809 + Penalty 3363.832726 = -3675187.709084
  nChanged 21
		SP:Iteration 22Q (13373.450000 sec): 3 clusters
  Score: Raw -3678561.814303 + Penalty 3363.832726 = -3675197.981578
  nChanged 14
		SP:Iteration 23Q (13373.520000 sec): 3 clusters
  Score: Raw -3678566.524555 + Penalty 3363.832726 = -3675202.691829
  nChanged 5
		SP:Iteration 24Q (13373.580000 sec): 3 clusters
  Score: Raw -3678569.008248 + Penalty 3363.832726 = -3675205.175523
  nChanged 2
		SP:Iteration 25Q (13373.640000 sec): 3 clusters
  Score: Raw -3678570.236534 + Penalty 3363.832726 = -3675206.403808
  nChanged 5
		SP:Iteration 26Q (13373.700000 sec): 3 clusters
  Score: Raw -3678572.521896 + Penalty 3363.832726 = -3675208.689170
  nChanged 7
		SP:Iteration 27Q (13373.770000 sec): 3 clusters
  Score: Raw -3678576.309789 + Penalty 3363.832726 = -3675212.477063
  nChanged 6
		SP:Iteration 28Q (13373.830000 sec): 3 clusters
  Score: Raw -3678579.652704 + Penalty 3363.832726 = -3675215.819978
  nChanged 4
		SP:Iteration 29Q (13373.890000 sec): 3 clusters
  Score: Raw -3678582.134689 + Penalty 3363.832726 = -3675218.301964
  nChanged 7
		SP:Iteration 30Q (13373.950000 sec): 3 clusters
  Score: Raw -3678586.027812 + Penalty 3363.832726 = -3675222.195086
  nChanged 8
		SP:Iteration 31Q (13374.010000 sec): 3 clusters
  Score: Raw -3678592.415740 + Penalty 3363.832726 = -3675228.583014
  nChanged 8
		SP:Iteration 32Q (13374.070000 sec): 3 clusters
  Score: Raw -3678598.052999 + Penalty 3363.832726 = -3675234.220273
  nChanged 9
		SP:Iteration 33Q (13374.130000 sec): 3 clusters
  Score: Raw -3678605.057285 + Penalty 3363.832726 = -3675241.224559
  nChanged 10
		SP:Iteration 34Q (13374.190000 sec): 3 clusters
  Score: Raw -3678613.509062 + Penalty 3363.832726 = -3675249.676337
  nChanged 10
		SP:Iteration 35Q (13374.250000 sec): 3 clusters
  Score: Raw -3678621.249567 + Penalty 3363.832726 = -3675257.416841
  nChanged 11
		SP:Iteration 36Q (13374.310000 sec): 3 clusters
  Score: Raw -3678630.981560 + Penalty 3363.832726 = -3675267.148834
  nChanged 10
		SP:Iteration 37Q (13374.370000 sec): 3 clusters
  Score: Raw -3678639.143360 + Penalty 3363.832726 = -3675275.310635
  nChanged 10
		SP:Iteration 38Q (13374.430000 sec): 3 clusters
  Score: Raw -3678645.877681 + Penalty 3363.832726 = -3675282.044955
  nChanged 11
		SP:Iteration 39Q (13374.490000 sec): 3 clusters
  Score: Raw -3678652.074862 + Penalty 3363.832726 = -3675288.242137
  nChanged 8
		SP:Iteration 40F (13374.570000 sec): 3 clusters
  Score: Raw -3678655.680381 + Penalty 3363.832726 = -3675291.847656
  nChanged 7
		SP:Iteration 41Q (13374.630000 sec): 3 clusters
  Score: Raw -3678661.503449 + Penalty 3363.832726 = -3675297.670724
  nChanged 2
		SP:Iteration 42Q (13374.690000 sec): 3 clusters
  Score: Raw -3678662.947993 + Penalty 3363.832726 = -3675299.115267
  nChanged 1
		SP:Iteration 43Q (13374.750000 sec): 3 clusters
  Score: Raw -3678663.573759 + Penalty 3363.832726 = -3675299.741034
  nChanged 2
		SP:Iteration 44Q (13374.810000 sec): 3 clusters
  Score: Raw -3678664.910677 + Penalty 3363.832726 = -3675301.077952
  nChanged 4
		SP:Iteration 45Q (13374.870000 sec): 3 clusters
  Score: Raw -3678666.921260 + Penalty 3363.832726 = -3675303.088534
  nChanged 2
		SP:Iteration 46Q (13374.920000 sec): 3 clusters
  Score: Raw -3678667.927997 + Penalty 3363.832726 = -3675304.095271
  nChanged 2
		SP:Iteration 47Q (13374.980000 sec): 3 clusters
  Score: Raw -3678668.938775 + Penalty 3363.832726 = -3675305.106050
  nChanged 0
		SP:Iteration 48F (13375.060000 sec): 3 clusters
  Score: Raw -3678668.938775 + Penalty 3363.832726 = -3675305.106050
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13375.100000 sec): 2 clusters
  Score: Raw -933452.161812 + Penalty 1461.351182 = -931990.810630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13375.120000 sec): 3 clusters
  Score: Raw -928994.594643 + Penalty 2922.702365 = -926071.892278
  nChanged 3423
		SP:Iteration 1F (13375.140000 sec): 3 clusters
  Score: Raw -930837.451228 + Penalty 2922.702365 = -927914.748864
  nChanged 512
		SP:Iteration 2F (13375.160000 sec): 3 clusters
  Score: Raw -931050.856112 + Penalty 2922.702365 = -928128.153748
  nChanged 371
		SP:Iteration 3Q (13375.180000 sec): 3 clusters
  Score: Raw -931195.087670 + Penalty 2922.702365 = -928272.385305
  nChanged 323
		SP:Iteration 4Q (13375.200000 sec): 3 clusters
  Score: Raw -931346.099049 + Penalty 2922.702365 = -928423.396684
  nChanged 331
		SP:Iteration 5Q (13375.220000 sec): 3 clusters
  Score: Raw -931500.534085 + Penalty 2922.702365 = -928577.831721
  nChanged 294
		SP:Iteration 6Q (13375.240000 sec): 3 clusters
  Score: Raw -931637.647293 + Penalty 2922.702365 = -928714.944928
  nChanged 302
		SP:Iteration 7Q (13375.260000 sec): 3 clusters
  Score: Raw -931787.359605 + Penalty 2922.702365 = -928864.657241
  nChanged 297
		SP:Iteration 8Q (13375.280000 sec): 3 clusters
  Score: Raw -931952.319006 + Penalty 2922.702365 = -929029.616641
  nChanged 327
		SP:Iteration 9Q (13375.300000 sec): 3 clusters
  Score: Raw -932137.926254 + Penalty 2922.702365 = -929215.223890
  nChanged 283
		SP:Iteration 10Q (13375.320000 sec): 3 clusters
  Score: Raw -932289.471168 + Penalty 2922.702365 = -929366.768803
  nChanged 257
		SP:Iteration 11Q (13375.340000 sec): 3 clusters
  Score: Raw -932446.670530 + Penalty 2922.702365 = -929523.968165
  nChanged 243
		SP:Iteration 12Q (13375.360000 sec): 3 clusters
  Score: Raw -932597.913207 + Penalty 2922.702365 = -929675.210842
  nChanged 221
		SP:Iteration 13Q (13375.380000 sec): 3 clusters
  Score: Raw -932734.343784 + Penalty 2922.702365 = -929811.641420
  nChanged 201
		SP:Iteration 14Q (13375.400000 sec): 3 clusters
  Score: Raw -932868.166046 + Penalty 2922.702365 = -929945.463681
  nChanged 201
		SP:Iteration 15Q (13375.420000 sec): 3 clusters
  Score: Raw -932989.351930 + Penalty 2922.702365 = -930066.649566
  nChanged 150
		SP:Iteration 16Q (13375.440000 sec): 3 clusters
  Score: Raw -933090.206500 + Penalty 2922.702365 = -930167.504135
  nChanged 158
		SP:Iteration 17Q (13375.460000 sec): 3 clusters
  Score: Raw -933188.166533 + Penalty 2922.702365 = -930265.464168
  nChanged 129
		SP:Iteration 18Q (13375.470000 sec): 3 clusters
  Score: Raw -933264.051771 + Penalty 2922.702365 = -930341.349407
  nChanged 104
		SP:Iteration 19Q (13375.490000 sec): 3 clusters
  Score: Raw -933320.019494 + Penalty 2922.702365 = -930397.317130
  nChanged 76
		SP:Iteration 20F (13375.510000 sec): 3 clusters
  Score: Raw -933358.550638 + Penalty 2922.702365 = -930435.848273
  nChanged 68
		SP:Iteration 21Q (13375.530000 sec): 3 clusters
  Score: Raw -933401.103532 + Penalty 2922.702365 = -930478.401167
  nChanged 63
		SP:Iteration 22Q (13375.550000 sec): 3 clusters
  Score: Raw -933439.595584 + Penalty 2922.702365 = -930516.893220
  nChanged 42
		SP:Iteration 23Q (13375.560000 sec): 3 clusters
  Score: Raw -933457.246354 + Penalty 2922.702365 = -930534.543989
  nChanged 37
		SP:Iteration 24Q (13375.580000 sec): 3 clusters
  Score: Raw -933472.616166 + Penalty 2922.702365 = -930549.913801
  nChanged 34
		SP:Iteration 25Q (13375.600000 sec): 3 clusters
  Score: Raw -933490.278257 + Penalty 2922.702365 = -930567.575892
  nChanged 35
		SP:Iteration 26Q (13375.610000 sec): 3 clusters
  Score: Raw -933506.133433 + Penalty 2922.702365 = -930583.431068
  nChanged 24
		SP:Iteration 27Q (13375.630000 sec): 3 clusters
  Score: Raw -933520.422542 + Penalty 2922.702365 = -930597.720178
  nChanged 30
		SP:Iteration 28Q (13375.650000 sec): 3 clusters
  Score: Raw -933541.061894 + Penalty 2922.702365 = -930618.359529
  nChanged 33
		SP:Iteration 29Q (13375.660000 sec): 3 clusters
  Score: Raw -933567.685898 + Penalty 2922.702365 = -930644.983534
  nChanged 31
		SP:Iteration 30Q (13375.680000 sec): 3 clusters
  Score: Raw -933592.802645 + Penalty 2922.702365 = -930670.100280
  nChanged 35
		SP:Iteration 31Q (13375.690000 sec): 3 clusters
  Score: Raw -933616.394551 + Penalty 2922.702365 = -930693.692187
  nChanged 20
		SP:Iteration 32Q (13375.710000 sec): 3 clusters
  Score: Raw -933628.138200 + Penalty 2922.702365 = -930705.435835
  nChanged 11
		SP:Iteration 33Q (13375.720000 sec): 3 clusters
  Score: Raw -933635.405769 + Penalty 2922.702365 = -930712.703405
  nChanged 10
		SP:Iteration 34Q (13375.740000 sec): 3 clusters
  Score: Raw -933642.025413 + Penalty 2922.702365 = -930719.323049
  nChanged 6
		SP:Iteration 35Q (13375.750000 sec): 3 clusters
  Score: Raw -933644.889831 + Penalty 2922.702365 = -930722.187466
  nChanged 8
		SP:Iteration 36Q (13375.770000 sec): 3 clusters
  Score: Raw -933648.899487 + Penalty 2922.702365 = -930726.197123
  nChanged 8
		SP:Iteration 37Q (13375.790000 sec): 3 clusters
  Score: Raw -933654.634571 + Penalty 2922.702365 = -930731.932207
  nChanged 7
		SP:Iteration 38Q (13375.810000 sec): 3 clusters
  Score: Raw -933658.472388 + Penalty 2922.702365 = -930735.770023
  nChanged 4
		SP:Iteration 39Q (13375.820000 sec): 3 clusters
  Score: Raw -933662.216189 + Penalty 2922.702365 = -930739.513824
  nChanged 8
		SP:Iteration 40F (13375.840000 sec): 3 clusters
  Score: Raw -933668.507893 + Penalty 2922.702365 = -930745.805528
  nChanged 5
		SP:Iteration 41Q (13375.860000 sec): 3 clusters
  Score: Raw -933673.124991 + Penalty 2922.702365 = -930750.422626
  nChanged 0
		SP:Iteration 42F (13375.880000 sec): 3 clusters
  Score: Raw -933673.124991 + Penalty 2922.702365 = -930750.422626
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13375.890000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13375.890000 sec): 3 clusters
  Score: Raw -146509.648392 + Penalty 2325.503798 = -144184.144594
  nChanged 396
		SP:Iteration 1F (13375.890000 sec): 3 clusters
  Score: Raw -146836.606876 + Penalty 2325.503798 = -144511.103078
  nChanged 117
		SP:Iteration 2F (13375.900000 sec): 3 clusters
  Score: Raw -146983.093275 + Penalty 2325.503798 = -144657.589477
  nChanged 75
		SP:Iteration 3F (13375.900000 sec): 3 clusters
  Score: Raw -147093.552268 + Penalty 2325.503798 = -144768.048470
  nChanged 60
		SP:Iteration 4Q (13375.900000 sec): 3 clusters
  Score: Raw -147166.357918 + Penalty 2325.503798 = -144840.854120
  nChanged 46
		SP:Iteration 5Q (13375.910000 sec): 3 clusters
  Score: Raw -147228.705747 + Penalty 2325.503798 = -144903.201949
  nChanged 40
		SP:Iteration 6Q (13375.910000 sec): 3 clusters
  Score: Raw -147275.369023 + Penalty 2325.503798 = -144949.865225
  nChanged 29
		SP:Iteration 7Q (13375.910000 sec): 3 clusters
  Score: Raw -147312.575861 + Penalty 2325.503798 = -144987.072063
  nChanged 34
		SP:Iteration 8Q (13375.920000 sec): 3 clusters
  Score: Raw -147355.460075 + Penalty 2325.503798 = -145029.956277
  nChanged 27
		SP:Iteration 9Q (13375.920000 sec): 3 clusters
  Score: Raw -147389.262022 + Penalty 2325.503798 = -145063.758224
  nChanged 28
		SP:Iteration 10Q (13375.920000 sec): 3 clusters
  Score: Raw -147419.142432 + Penalty 2325.503798 = -145093.638634
  nChanged 26
		SP:Iteration 11Q (13375.920000 sec): 3 clusters
  Score: Raw -147449.106529 + Penalty 2325.503798 = -145123.602731
  nChanged 28
		SP:Iteration 12Q (13375.930000 sec): 3 clusters
  Score: Raw -147502.456783 + Penalty 2325.503798 = -145176.952985
  nChanged 47
		SP:Iteration 13Q (13375.930000 sec): 3 clusters
  Score: Raw -147642.752007 + Penalty 2325.503798 = -145317.248208
  nChanged 49
		SP:Iteration 14Q (13375.930000 sec): 3 clusters
  Score: Raw -147804.723799 + Penalty 2325.503798 = -145479.220001
  nChanged 32
		SP:Iteration 15Q (13375.940000 sec): 3 clusters
  Score: Raw -147872.773166 + Penalty 2325.503798 = -145547.269368
  nChanged 22
		SP:Iteration 16Q (13375.940000 sec): 3 clusters
  Score: Raw -147903.761447 + Penalty 2325.503798 = -145578.257648
  nChanged 14
		SP:Iteration 17Q (13375.940000 sec): 3 clusters
  Score: Raw -147924.972463 + Penalty 2325.503798 = -145599.468664
  nChanged 13
		SP:Iteration 18Q (13375.940000 sec): 3 clusters
  Score: Raw -147951.333180 + Penalty 2325.503798 = -145625.829382
  nChanged 16
		SP:Iteration 19Q (13375.940000 sec): 3 clusters
  Score: Raw -147987.296552 + Penalty 2325.503798 = -145661.792753
  nChanged 13
		SP:Iteration 20F (13375.950000 sec): 3 clusters
  Score: Raw -148023.032067 + Penalty 2325.503798 = -145697.528269
  nChanged 13
		SP:Iteration 21Q (13375.950000 sec): 3 clusters
  Score: Raw -148050.844678 + Penalty 2325.503798 = -145725.340879
  nChanged 6
		SP:Iteration 22Q (13375.950000 sec): 3 clusters
  Score: Raw -148058.363451 + Penalty 2325.503798 = -145732.859653
  nChanged 4
		SP:Iteration 23Q (13375.960000 sec): 3 clusters
  Score: Raw -148065.512678 + Penalty 2325.503798 = -145740.008880
  nChanged 1
		SP:Iteration 24Q (13375.960000 sec): 3 clusters
  Score: Raw -148066.698378 + Penalty 2325.503798 = -145741.194580
  nChanged 1
		SP:Iteration 25Q (13375.960000 sec): 3 clusters
  Score: Raw -148067.576209 + Penalty 2325.503798 = -145742.072411
  nChanged 0
		SP:Iteration 26F (13375.960000 sec): 3 clusters
  Score: Raw -148067.576209 + Penalty 2325.503798 = -145742.072411
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (23075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13376.030000 sec): 2 clusters
  Score: Raw -2621413.477252 + Penalty 1632.557072 = -2619780.920180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13376.090000 sec): 3 clusters
  Score: Raw -2607399.906735 + Penalty 3265.114144 = -2604134.792591
  nChanged 10503
		SP:Iteration 1F (13376.150000 sec): 3 clusters
  Score: Raw -2613068.012732 + Penalty 3265.114144 = -2609802.898588
  nChanged 1064
		SP:Iteration 2Q (13376.210000 sec): 3 clusters
  Score: Raw -2613387.074151 + Penalty 3265.114144 = -2610121.960007
  nChanged 931
		SP:Iteration 3Q (13376.270000 sec): 3 clusters
  Score: Raw -2613679.832249 + Penalty 3265.114144 = -2610414.718105
  nChanged 887
		SP:Iteration 4Q (13376.330000 sec): 3 clusters
  Score: Raw -2613970.931435 + Penalty 3265.114144 = -2610705.817290
  nChanged 904
		SP:Iteration 5Q (13376.390000 sec): 3 clusters
  Score: Raw -2614321.852522 + Penalty 3265.114144 = -2611056.738378
  nChanged 1004
		SP:Iteration 6Q (13376.450000 sec): 3 clusters
  Score: Raw -2614757.110579 + Penalty 3265.114144 = -2611491.996435
  nChanged 1158
		SP:Iteration 7F (13376.510000 sec): 3 clusters
  Score: Raw -2615377.301468 + Penalty 3265.114144 = -2612112.187324
  nChanged 1329
		SP:Iteration 8F (13376.570000 sec): 3 clusters
  Score: Raw -2616193.511518 + Penalty 3265.114144 = -2612928.397373
  nChanged 1389
		SP:Iteration 9F (13376.630000 sec): 3 clusters
  Score: Raw -2617100.553198 + Penalty 3265.114144 = -2613835.439054
  nChanged 1307
		SP:Iteration 10F (13376.690000 sec): 3 clusters
  Score: Raw -2618012.873735 + Penalty 3265.114144 = -2614747.759591
  nChanged 1207
		SP:Iteration 11F (13376.750000 sec): 3 clusters
  Score: Raw -2618870.422029 + Penalty 3265.114144 = -2615605.307885
  nChanged 993
		SP:Iteration 12Q (13376.800000 sec): 3 clusters
  Score: Raw -2619595.994107 + Penalty 3265.114144 = -2616330.879963
  nChanged 810
		SP:Iteration 13Q (13376.860000 sec): 3 clusters
  Score: Raw -2620194.378115 + Penalty 3265.114144 = -2616929.263971
  nChanged 614
		SP:Iteration 14Q (13376.920000 sec): 3 clusters
  Score: Raw -2620689.450260 + Penalty 3265.114144 = -2617424.336116
  nChanged 440
		SP:Iteration 15Q (13376.970000 sec): 3 clusters
  Score: Raw -2621077.867193 + Penalty 3265.114144 = -2617812.753049
  nChanged 251
		SP:Iteration 16Q (13377.020000 sec): 3 clusters
  Score: Raw -2621272.830751 + Penalty 3265.114144 = -2618007.716607
  nChanged 152
		SP:Iteration 17Q (13377.070000 sec): 3 clusters
  Score: Raw -2621388.627105 + Penalty 3265.114144 = -2618123.512960
  nChanged 97
		SP:Iteration 18Q (13377.120000 sec): 3 clusters
  Score: Raw -2621456.526008 + Penalty 3265.114144 = -2618191.411864
  nChanged 69
		SP:Iteration 19Q (13377.160000 sec): 3 clusters
  Score: Raw -2621517.799196 + Penalty 3265.114144 = -2618252.685051
  nChanged 69
		SP:Iteration 20F (13377.220000 sec): 3 clusters
  Score: Raw -2621574.780289 + Penalty 3265.114144 = -2618309.666145
  nChanged 61
		SP:Iteration 21Q (13377.270000 sec): 3 clusters
  Score: Raw -2621619.695464 + Penalty 3265.114144 = -2618354.581320
  nChanged 44
		SP:Iteration 22Q (13377.310000 sec): 3 clusters
  Score: Raw -2621659.135608 + Penalty 3265.114144 = -2618394.021463
  nChanged 41
		SP:Iteration 23Q (13377.350000 sec): 3 clusters
  Score: Raw -2621688.223631 + Penalty 3265.114144 = -2618423.109486
  nChanged 24
		SP:Iteration 24Q (13377.400000 sec): 3 clusters
  Score: Raw -2621703.199988 + Penalty 3265.114144 = -2618438.085844
  nChanged 22
		SP:Iteration 25Q (13377.440000 sec): 3 clusters
  Score: Raw -2621716.377976 + Penalty 3265.114144 = -2618451.263832
  nChanged 14
		SP:Iteration 26Q (13377.480000 sec): 3 clusters
  Score: Raw -2621721.911535 + Penalty 3265.114144 = -2618456.797391
  nChanged 9
		SP:Iteration 27Q (13377.520000 sec): 3 clusters
  Score: Raw -2621726.496034 + Penalty 3265.114144 = -2618461.381890
  nChanged 7
		SP:Iteration 28Q (13377.560000 sec): 3 clusters
  Score: Raw -2621729.589399 + Penalty 3265.114144 = -2618464.475254
  nChanged 5
		SP:Iteration 29Q (13377.610000 sec): 3 clusters
  Score: Raw -2621731.635966 + Penalty 3265.114144 = -2618466.521822
  nChanged 4
		SP:Iteration 30Q (13377.650000 sec): 3 clusters
  Score: Raw -2621733.946460 + Penalty 3265.114144 = -2618468.832316
  nChanged 3
		SP:Iteration 31Q (13377.690000 sec): 3 clusters
  Score: Raw -2621736.353335 + Penalty 3265.114144 = -2618471.239191
  nChanged 3
		SP:Iteration 32Q (13377.740000 sec): 3 clusters
  Score: Raw -2621738.459894 + Penalty 3265.114144 = -2618473.345750
  nChanged 3
		SP:Iteration 33Q (13377.780000 sec): 3 clusters
  Score: Raw -2621740.595979 + Penalty 3265.114144 = -2618475.481835
  nChanged 2
		SP:Iteration 34Q (13377.820000 sec): 3 clusters
  Score: Raw -2621741.285109 + Penalty 3265.114144 = -2618476.170965
  nChanged 0
		SP:Iteration 35F (13377.880000 sec): 3 clusters
  Score: Raw -2621741.285109 + Penalty 3265.114144 = -2618476.170965
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13377.900000 sec): 2 clusters
  Score: Raw -373120.789636 + Penalty 1316.177571 = -371804.612065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13377.910000 sec): 3 clusters
  Score: Raw -371512.268007 + Penalty 2632.355142 = -368879.912866
  nChanged 1243
		SP:Iteration 1F (13377.920000 sec): 3 clusters
  Score: Raw -372321.608662 + Penalty 2632.355142 = -369689.253520
  nChanged 258
		SP:Iteration 2F (13377.920000 sec): 3 clusters
  Score: Raw -372523.902650 + Penalty 2632.355142 = -369891.547508
  nChanged 187
		SP:Iteration 3F (13377.930000 sec): 3 clusters
  Score: Raw -372676.337431 + Penalty 2632.355142 = -370043.982289
  nChanged 166
		SP:Iteration 4F (13377.940000 sec): 3 clusters
  Score: Raw -372815.481130 + Penalty 2632.355142 = -370183.125988
  nChanged 153
		SP:Iteration 5Q (13377.950000 sec): 3 clusters
  Score: Raw -372997.820574 + Penalty 2632.355142 = -370365.465432
  nChanged 172
		SP:Iteration 6F (13377.960000 sec): 3 clusters
  Score: Raw -373201.844933 + Penalty 2632.355142 = -370569.489791
  nChanged 154
		SP:Iteration 7Q (13377.960000 sec): 3 clusters
  Score: Raw -373366.116001 + Penalty 2632.355142 = -370733.760859
  nChanged 140
		SP:Iteration 8Q (13377.970000 sec): 3 clusters
  Score: Raw -373480.257124 + Penalty 2632.355142 = -370847.901982
  nChanged 109
		SP:Iteration 9Q (13377.980000 sec): 3 clusters
  Score: Raw -373566.342572 + Penalty 2632.355142 = -370933.987431
  nChanged 95
		SP:Iteration 10Q (13377.980000 sec): 3 clusters
  Score: Raw -373636.479268 + Penalty 2632.355142 = -371004.124126
  nChanged 83
		SP:Iteration 11Q (13377.990000 sec): 3 clusters
  Score: Raw -373695.135771 + Penalty 2632.355142 = -371062.780629
  nChanged 66
		SP:Iteration 12Q (13378.000000 sec): 3 clusters
  Score: Raw -373752.845720 + Penalty 2632.355142 = -371120.490579
  nChanged 57
		SP:Iteration 13Q (13378.010000 sec): 3 clusters
  Score: Raw -373792.018407 + Penalty 2632.355142 = -371159.663266
  nChanged 46
		SP:Iteration 14Q (13378.020000 sec): 3 clusters
  Score: Raw -373819.383887 + Penalty 2632.355142 = -371187.028745
  nChanged 44
		SP:Iteration 15Q (13378.020000 sec): 3 clusters
  Score: Raw -373851.063626 + Penalty 2632.355142 = -371218.708484
  nChanged 31
		SP:Iteration 16Q (13378.030000 sec): 3 clusters
  Score: Raw -373870.571112 + Penalty 2632.355142 = -371238.215970
  nChanged 27
		SP:Iteration 17Q (13378.040000 sec): 3 clusters
  Score: Raw -373886.599073 + Penalty 2632.355142 = -371254.243932
  nChanged 19
		SP:Iteration 18Q (13378.040000 sec): 3 clusters
  Score: Raw -373895.244636 + Penalty 2632.355142 = -371262.889495
  nChanged 18
		SP:Iteration 19Q (13378.050000 sec): 3 clusters
  Score: Raw -373904.844241 + Penalty 2632.355142 = -371272.489099
  nChanged 15
		SP:Iteration 20F (13378.060000 sec): 3 clusters
  Score: Raw -373914.250576 + Penalty 2632.355142 = -371281.895434
  nChanged 9
		SP:Iteration 21Q (13378.070000 sec): 3 clusters
  Score: Raw -373918.964865 + Penalty 2632.355142 = -371286.609723
  nChanged 12
		SP:Iteration 22Q (13378.080000 sec): 3 clusters
  Score: Raw -373925.152729 + Penalty 2632.355142 = -371292.797587
  nChanged 12
		SP:Iteration 23Q (13378.080000 sec): 3 clusters
  Score: Raw -373934.664278 + Penalty 2632.355142 = -371302.309136
  nChanged 15
		SP:Iteration 24Q (13378.090000 sec): 3 clusters
  Score: Raw -373944.974126 + Penalty 2632.355142 = -371312.618984
  nChanged 11
		SP:Iteration 25Q (13378.100000 sec): 3 clusters
  Score: Raw -373950.889732 + Penalty 2632.355142 = -371318.534590
  nChanged 9
		SP:Iteration 26Q (13378.100000 sec): 3 clusters
  Score: Raw -373954.914662 + Penalty 2632.355142 = -371322.559520
  nChanged 5
		SP:Iteration 27Q (13378.110000 sec): 3 clusters
  Score: Raw -373956.978292 + Penalty 2632.355142 = -371324.623150
  nChanged 4
		SP:Iteration 28Q (13378.120000 sec): 3 clusters
  Score: Raw -373957.876319 + Penalty 2632.355142 = -371325.521177
  nChanged 5
		SP:Iteration 29Q (13378.120000 sec): 3 clusters
  Score: Raw -373959.372462 + Penalty 2632.355142 = -371327.017320
  nChanged 2
		SP:Iteration 30Q (13378.130000 sec): 3 clusters
  Score: Raw -373960.199010 + Penalty 2632.355142 = -371327.843868
  nChanged 2
		SP:Iteration 31Q (13378.140000 sec): 3 clusters
  Score: Raw -373960.790626 + Penalty 2632.355142 = -371328.435484
  nChanged 1
		SP:Iteration 32Q (13378.140000 sec): 3 clusters
  Score: Raw -373961.350404 + Penalty 2632.355142 = -371328.995262
  nChanged 2
		SP:Iteration 33Q (13378.150000 sec): 3 clusters
  Score: Raw -373962.036048 + Penalty 2632.355142 = -371329.680907
  nChanged 2
		SP:Iteration 34Q (13378.160000 sec): 3 clusters
  Score: Raw -373962.554244 + Penalty 2632.355142 = -371330.199102
  nChanged 0
		SP:Iteration 35F (13378.170000 sec): 3 clusters
  Score: Raw -373962.554244 + Penalty 2632.355142 = -371330.199102
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13378.180000 sec): 2 clusters
  Score: Raw -418614.513055 + Penalty 1335.246019 = -417279.267035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13378.190000 sec): 3 clusters
  Score: Raw -416809.665774 + Penalty 2670.492039 = -414139.173736
  nChanged 1480
		SP:Iteration 1F (13378.200000 sec): 3 clusters
  Score: Raw -417621.602431 + Penalty 2670.492039 = -414951.110392
  nChanged 310
		SP:Iteration 2F (13378.210000 sec): 3 clusters
  Score: Raw -417830.416703 + Penalty 2670.492039 = -415159.924664
  nChanged 234
		SP:Iteration 3F (13378.220000 sec): 3 clusters
  Score: Raw -417976.533962 + Penalty 2670.492039 = -415306.041923
  nChanged 166
		SP:Iteration 4Q (13378.230000 sec): 3 clusters
  Score: Raw -418076.470063 + Penalty 2670.492039 = -415405.978024
  nChanged 142
		SP:Iteration 5Q (13378.240000 sec): 3 clusters
  Score: Raw -418172.714382 + Penalty 2670.492039 = -415502.222343
  nChanged 106
		SP:Iteration 6Q (13378.250000 sec): 3 clusters
  Score: Raw -418243.897936 + Penalty 2670.492039 = -415573.405897
  nChanged 112
		SP:Iteration 7Q (13378.260000 sec): 3 clusters
  Score: Raw -418327.412680 + Penalty 2670.492039 = -415656.920641
  nChanged 108
		SP:Iteration 8Q (13378.260000 sec): 3 clusters
  Score: Raw -418406.619686 + Penalty 2670.492039 = -415736.127647
  nChanged 100
		SP:Iteration 9Q (13378.280000 sec): 3 clusters
  Score: Raw -418474.121772 + Penalty 2670.492039 = -415803.629733
  nChanged 99
		SP:Iteration 10Q (13378.280000 sec): 3 clusters
  Score: Raw -418536.853180 + Penalty 2670.492039 = -415866.361141
  nChanged 88
		SP:Iteration 11Q (13378.290000 sec): 3 clusters
  Score: Raw -418590.353907 + Penalty 2670.492039 = -415919.861868
  nChanged 79
		SP:Iteration 12Q (13378.300000 sec): 3 clusters
  Score: Raw -418644.292264 + Penalty 2670.492039 = -415973.800225
  nChanged 76
		SP:Iteration 13Q (13378.310000 sec): 3 clusters
  Score: Raw -418708.102511 + Penalty 2670.492039 = -416037.610472
  nChanged 78
		SP:Iteration 14Q (13378.320000 sec): 3 clusters
  Score: Raw -418772.360374 + Penalty 2670.492039 = -416101.868335
  nChanged 61
		SP:Iteration 15Q (13378.330000 sec): 3 clusters
  Score: Raw -418811.584361 + Penalty 2670.492039 = -416141.092322
  nChanged 47
		SP:Iteration 16Q (13378.340000 sec): 3 clusters
  Score: Raw -418841.345026 + Penalty 2670.492039 = -416170.852987
  nChanged 48
		SP:Iteration 17Q (13378.340000 sec): 3 clusters
  Score: Raw -418866.149746 + Penalty 2670.492039 = -416195.657708
  nChanged 44
		SP:Iteration 18Q (13378.350000 sec): 3 clusters
  Score: Raw -418892.221644 + Penalty 2670.492039 = -416221.729606
  nChanged 31
		SP:Iteration 19Q (13378.360000 sec): 3 clusters
  Score: Raw -418912.398628 + Penalty 2670.492039 = -416241.906589
  nChanged 36
		SP:Iteration 20F (13378.370000 sec): 3 clusters
  Score: Raw -418940.042236 + Penalty 2670.492039 = -416269.550197
  nChanged 38
		SP:Iteration 21Q (13378.380000 sec): 3 clusters
  Score: Raw -418969.674862 + Penalty 2670.492039 = -416299.182823
  nChanged 29
		SP:Iteration 22Q (13378.380000 sec): 3 clusters
  Score: Raw -418991.130039 + Penalty 2670.492039 = -416320.638000
  nChanged 31
		SP:Iteration 23Q (13378.390000 sec): 3 clusters
  Score: Raw -419011.218817 + Penalty 2670.492039 = -416340.726779
  nChanged 22
		SP:Iteration 24Q (13378.400000 sec): 3 clusters
  Score: Raw -419025.690820 + Penalty 2670.492039 = -416355.198781
  nChanged 22
		SP:Iteration 25Q (13378.410000 sec): 3 clusters
  Score: Raw -419037.205113 + Penalty 2670.492039 = -416366.713075
  nChanged 11
		SP:Iteration 26Q (13378.410000 sec): 3 clusters
  Score: Raw -419043.914105 + Penalty 2670.492039 = -416373.422066
  nChanged 12
		SP:Iteration 27Q (13378.420000 sec): 3 clusters
  Score: Raw -419049.532918 + Penalty 2670.492039 = -416379.040880
  nChanged 10
		SP:Iteration 28Q (13378.430000 sec): 3 clusters
  Score: Raw -419054.779652 + Penalty 2670.492039 = -416384.287614
  nChanged 6
		SP:Iteration 29Q (13378.440000 sec): 3 clusters
  Score: Raw -419057.116731 + Penalty 2670.492039 = -416386.624692
  nChanged 6
		SP:Iteration 30Q (13378.440000 sec): 3 clusters
  Score: Raw -419061.450453 + Penalty 2670.492039 = -416390.958414
  nChanged 7
		SP:Iteration 31Q (13378.450000 sec): 3 clusters
  Score: Raw -419066.103003 + Penalty 2670.492039 = -416395.610964
  nChanged 8
		SP:Iteration 32Q (13378.460000 sec): 3 clusters
  Score: Raw -419070.543587 + Penalty 2670.492039 = -416400.051548
  nChanged 5
		SP:Iteration 33Q (13378.460000 sec): 3 clusters
  Score: Raw -419073.329742 + Penalty 2670.492039 = -416402.837703
  nChanged 3
		SP:Iteration 34Q (13378.470000 sec): 3 clusters
  Score: Raw -419074.569009 + Penalty 2670.492039 = -416404.076971
  nChanged 3
		SP:Iteration 35Q (13378.480000 sec): 3 clusters
  Score: Raw -419075.408477 + Penalty 2670.492039 = -416404.916439
  nChanged 1
		SP:Iteration 36Q (13378.490000 sec): 3 clusters
  Score: Raw -419075.634844 + Penalty 2670.492039 = -416405.142805
  nChanged 0
		SP:Iteration 37F (13378.500000 sec): 3 clusters
  Score: Raw -419075.634844 + Penalty 2670.492039 = -416405.142805
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13378.820000 sec): 2 clusters
  Score: Raw -13006866.278200 + Penalty 1886.561207 = -13004979.716993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13379.110000 sec): 3 clusters
  Score: Raw -12934982.720159 + Penalty 3773.122415 = -12931209.597744
  nChanged 52747
		SP:Iteration 1F (13379.400000 sec): 3 clusters
  Score: Raw -12966142.706077 + Penalty 3773.122415 = -12962369.583662
  nChanged 4490
		SP:Iteration 2Q (13379.700000 sec): 3 clusters
  Score: Raw -12967900.238128 + Penalty 3773.122415 = -12964127.115713
  nChanged 5926
		SP:Iteration 3F (13379.980000 sec): 3 clusters
  Score: Raw -12970931.300659 + Penalty 3773.122415 = -12967158.178244
  nChanged 7315
		SP:Iteration 4F (13380.270000 sec): 3 clusters
  Score: Raw -12975271.098677 + Penalty 3773.122415 = -12971497.976262
  nChanged 8105
		SP:Iteration 5F (13380.560000 sec): 3 clusters
  Score: Raw -12980264.061990 + Penalty 3773.122415 = -12976490.939575
  nChanged 7577
		SP:Iteration 6F (13380.850000 sec): 3 clusters
  Score: Raw -12984605.425622 + Penalty 3773.122415 = -12980832.303207
  nChanged 6322
		SP:Iteration 7F (13381.140000 sec): 3 clusters
  Score: Raw -12987819.626798 + Penalty 3773.122415 = -12984046.504383
  nChanged 5074
		SP:Iteration 8Q (13381.440000 sec): 3 clusters
  Score: Raw -12990360.591426 + Penalty 3773.122415 = -12986587.469011
  nChanged 4240
		SP:Iteration 9Q (13381.740000 sec): 3 clusters
  Score: Raw -12992668.874470 + Penalty 3773.122415 = -12988895.752055
  nChanged 3835
		SP:Iteration 10Q (13382.030000 sec): 3 clusters
  Score: Raw -12995099.257987 + Penalty 3773.122415 = -12991326.135572
  nChanged 3581
		SP:Iteration 11Q (13382.320000 sec): 3 clusters
  Score: Raw -12997678.867486 + Penalty 3773.122415 = -12993905.745071
  nChanged 3121
		SP:Iteration 12Q (13382.600000 sec): 3 clusters
  Score: Raw -13000155.905621 + Penalty 3773.122415 = -12996382.783206
  nChanged 2492
		SP:Iteration 13Q (13382.870000 sec): 3 clusters
  Score: Raw -13002118.794571 + Penalty 3773.122415 = -12998345.672156
  nChanged 1909
		SP:Iteration 14Q (13383.120000 sec): 3 clusters
  Score: Raw -13003436.037435 + Penalty 3773.122415 = -12999662.915020
  nChanged 1404
		SP:Iteration 15Q (13383.360000 sec): 3 clusters
  Score: Raw -13004204.464627 + Penalty 3773.122415 = -13000431.342212
  nChanged 1081
		SP:Iteration 16Q (13383.600000 sec): 3 clusters
  Score: Raw -13004717.063233 + Penalty 3773.122415 = -13000943.940818
  nChanged 951
		SP:Iteration 17Q (13383.820000 sec): 3 clusters
  Score: Raw -13005155.404433 + Penalty 3773.122415 = -13001382.282018
  nChanged 824
		SP:Iteration 18Q (13384.050000 sec): 3 clusters
  Score: Raw -13005516.270492 + Penalty 3773.122415 = -13001743.148077
  nChanged 716
		SP:Iteration 19Q (13384.270000 sec): 3 clusters
  Score: Raw -13005843.832201 + Penalty 3773.122415 = -13002070.709786
  nChanged 640
		SP:Iteration 20F (13384.560000 sec): 3 clusters
  Score: Raw -13006123.096391 + Penalty 3773.122415 = -13002349.973976
  nChanged 503
		SP:Iteration 21Q (13384.770000 sec): 3 clusters
  Score: Raw -13006330.939364 + Penalty 3773.122415 = -13002557.816949
  nChanged 436
		SP:Iteration 22Q (13384.990000 sec): 3 clusters
  Score: Raw -13006501.918746 + Penalty 3773.122415 = -13002728.796331
  nChanged 371
		SP:Iteration 23Q (13385.200000 sec): 3 clusters
  Score: Raw -13006637.870919 + Penalty 3773.122415 = -13002864.748504
  nChanged 314
		SP:Iteration 24Q (13385.420000 sec): 3 clusters
  Score: Raw -13006746.201776 + Penalty 3773.122415 = -13002973.079361
  nChanged 266
		SP:Iteration 25Q (13385.630000 sec): 3 clusters
  Score: Raw -13006838.043861 + Penalty 3773.122415 = -13003064.921446
  nChanged 226
		SP:Iteration 26Q (13385.840000 sec): 3 clusters
  Score: Raw -13006910.631792 + Penalty 3773.122415 = -13003137.509377
  nChanged 190
		SP:Iteration 27Q (13386.060000 sec): 3 clusters
  Score: Raw -13006960.800682 + Penalty 3773.122415 = -13003187.678267
  nChanged 159
		SP:Iteration 28Q (13386.280000 sec): 3 clusters
  Score: Raw -13006999.875398 + Penalty 3773.122415 = -13003226.752983
  nChanged 143
		SP:Iteration 29Q (13386.500000 sec): 3 clusters
  Score: Raw -13007035.544193 + Penalty 3773.122415 = -13003262.421778
  nChanged 121
		SP:Iteration 30Q (13386.700000 sec): 3 clusters
  Score: Raw -13007066.372509 + Penalty 3773.122415 = -13003293.250094
  nChanged 105
		SP:Iteration 31Q (13386.910000 sec): 3 clusters
  Score: Raw -13007097.687072 + Penalty 3773.122415 = -13003324.564657
  nChanged 92
		SP:Iteration 32Q (13387.110000 sec): 3 clusters
  Score: Raw -13007123.194056 + Penalty 3773.122415 = -13003350.071641
  nChanged 85
		SP:Iteration 33Q (13387.320000 sec): 3 clusters
  Score: Raw -13007146.378331 + Penalty 3773.122415 = -13003373.255916
  nChanged 78
		SP:Iteration 34Q (13387.530000 sec): 3 clusters
  Score: Raw -13007163.719085 + Penalty 3773.122415 = -13003390.596670
  nChanged 61
		SP:Iteration 35Q (13387.730000 sec): 3 clusters
  Score: Raw -13007176.735921 + Penalty 3773.122415 = -13003403.613506
  nChanged 55
		SP:Iteration 36Q (13387.940000 sec): 3 clusters
  Score: Raw -13007186.848698 + Penalty 3773.122415 = -13003413.726283
  nChanged 40
		SP:Iteration 37Q (13388.140000 sec): 3 clusters
  Score: Raw -13007194.000656 + Penalty 3773.122415 = -13003420.878241
  nChanged 33
		SP:Iteration 38Q (13388.350000 sec): 3 clusters
  Score: Raw -13007199.508738 + Penalty 3773.122415 = -13003426.386323
  nChanged 32
		SP:Iteration 39Q (13388.560000 sec): 3 clusters
  Score: Raw -13007205.041350 + Penalty 3773.122415 = -13003431.918935
  nChanged 32
		SP:Iteration 40F (13388.840000 sec): 3 clusters
  Score: Raw -13007209.982518 + Penalty 3773.122415 = -13003436.860103
  nChanged 25
		SP:Iteration 41Q (13389.050000 sec): 3 clusters
  Score: Raw -13007215.120888 + Penalty 3773.122415 = -13003441.998473
  nChanged 29
		SP:Iteration 42Q (13389.250000 sec): 3 clusters
  Score: Raw -13007219.940298 + Penalty 3773.122415 = -13003446.817883
  nChanged 38
		SP:Iteration 43Q (13389.460000 sec): 3 clusters
  Score: Raw -13007229.384665 + Penalty 3773.122415 = -13003456.262250
  nChanged 39
		SP:Iteration 44Q (13389.660000 sec): 3 clusters
  Score: Raw -13007239.442786 + Penalty 3773.122415 = -13003466.320371
  nChanged 30
		SP:Iteration 45Q (13389.880000 sec): 3 clusters
  Score: Raw -13007246.326445 + Penalty 3773.122415 = -13003473.204030
  nChanged 32
		SP:Iteration 46Q (13390.090000 sec): 3 clusters
  Score: Raw -13007252.728166 + Penalty 3773.122415 = -13003479.605751
  nChanged 33
		SP:Iteration 47Q (13390.290000 sec): 3 clusters
  Score: Raw -13007257.781141 + Penalty 3773.122415 = -13003484.658726
  nChanged 26
		SP:Iteration 48Q (13390.490000 sec): 3 clusters
  Score: Raw -13007261.750757 + Penalty 3773.122415 = -13003488.628342
  nChanged 23
		SP:Iteration 49Q (13390.690000 sec): 3 clusters
  Score: Raw -13007266.211303 + Penalty 3773.122415 = -13003493.088888
  nChanged 16
		SP:Iteration 50Q (13390.900000 sec): 3 clusters
  Score: Raw -13007268.576301 + Penalty 3773.122415 = -13003495.453886
  nChanged 13
		SP:Iteration 51Q (13391.100000 sec): 3 clusters
  Score: Raw -13007270.630510 + Penalty 3773.122415 = -13003497.508095
  nChanged 8
		SP:Iteration 52Q (13391.300000 sec): 3 clusters
  Score: Raw -13007271.383249 + Penalty 3773.122415 = -13003498.260834
  nChanged 7
		SP:Iteration 53Q (13391.500000 sec): 3 clusters
  Score: Raw -13007272.297107 + Penalty 3773.122415 = -13003499.174692
  nChanged 10
		SP:Iteration 54Q (13391.710000 sec): 3 clusters
  Score: Raw -13007274.303853 + Penalty 3773.122415 = -13003501.181438
  nChanged 11
		SP:Iteration 55Q (13391.910000 sec): 3 clusters
  Score: Raw -13007276.070687 + Penalty 3773.122415 = -13003502.948272
  nChanged 8
		SP:Iteration 56Q (13392.110000 sec): 3 clusters
  Score: Raw -13007276.977570 + Penalty 3773.122415 = -13003503.855155
  nChanged 7
		SP:Iteration 57Q (13392.310000 sec): 3 clusters
  Score: Raw -13007278.114607 + Penalty 3773.122415 = -13003504.992192
  nChanged 4
		SP:Iteration 58Q (13392.510000 sec): 3 clusters
  Score: Raw -13007278.991549 + Penalty 3773.122415 = -13003505.869134
  nChanged 4
		SP:Iteration 59Q (13392.720000 sec): 3 clusters
  Score: Raw -13007279.627685 + Penalty 3773.122415 = -13003506.505270
  nChanged 3
		SP:Iteration 60F (13393.010000 sec): 3 clusters
  Score: Raw -13007280.058647 + Penalty 3773.122415 = -13003506.936232
  nChanged 6
		SP:Iteration 61Q (13393.210000 sec): 3 clusters
  Score: Raw -13007280.727670 + Penalty 3773.122415 = -13003507.605255
  nChanged 5
		SP:Iteration 62Q (13393.410000 sec): 3 clusters
  Score: Raw -13007281.541459 + Penalty 3773.122415 = -13003508.419044
  nChanged 4
		SP:Iteration 63Q (13393.620000 sec): 3 clusters
  Score: Raw -13007281.849768 + Penalty 3773.122415 = -13003508.727353
  nChanged 1
		SP:Iteration 64Q (13393.830000 sec): 3 clusters
  Score: Raw -13007282.132674 + Penalty 3773.122415 = -13003509.010259
  nChanged 2
		SP:Iteration 65Q (13394.030000 sec): 3 clusters
  Score: Raw -13007282.581797 + Penalty 3773.122415 = -13003509.459382
  nChanged 3
		SP:Iteration 66Q (13394.240000 sec): 3 clusters
  Score: Raw -13007282.980654 + Penalty 3773.122415 = -13003509.858239
  nChanged 2
		SP:Iteration 67Q (13394.450000 sec): 3 clusters
  Score: Raw -13007283.241975 + Penalty 3773.122415 = -13003510.119560
  nChanged 1
		SP:Iteration 68Q (13394.650000 sec): 3 clusters
  Score: Raw -13007283.516011 + Penalty 3773.122415 = -13003510.393596
  nChanged 1
		SP:Iteration 69Q (13394.850000 sec): 3 clusters
  Score: Raw -13007283.754174 + Penalty 3773.122415 = -13003510.631759
  nChanged 2
		SP:Iteration 70Q (13395.060000 sec): 3 clusters
  Score: Raw -13007284.288681 + Penalty 3773.122415 = -13003511.166266
  nChanged 4
		SP:Iteration 71Q (13395.260000 sec): 3 clusters
  Score: Raw -13007285.103168 + Penalty 3773.122415 = -13003511.980753
  nChanged 6
		SP:Iteration 72Q (13395.470000 sec): 3 clusters
  Score: Raw -13007286.042573 + Penalty 3773.122415 = -13003512.920158
  nChanged 6
		SP:Iteration 73Q (13395.670000 sec): 3 clusters
  Score: Raw -13007286.924372 + Penalty 3773.122415 = -13003513.801957
  nChanged 6
		SP:Iteration 74Q (13395.880000 sec): 3 clusters
  Score: Raw -13007287.924401 + Penalty 3773.122415 = -13003514.801986
  nChanged 5
		SP:Iteration 75Q (13396.080000 sec): 3 clusters
  Score: Raw -13007289.050322 + Penalty 3773.122415 = -13003515.927907
  nChanged 6
		SP:Iteration 76Q (13396.290000 sec): 3 clusters
  Score: Raw -13007290.120711 + Penalty 3773.122415 = -13003516.998296
  nChanged 10
		SP:Iteration 77Q (13396.490000 sec): 3 clusters
  Score: Raw -13007291.798179 + Penalty 3773.122415 = -13003518.675764
  nChanged 7
		SP:Iteration 78Q (13396.690000 sec): 3 clusters
  Score: Raw -13007293.650859 + Penalty 3773.122415 = -13003520.528444
  nChanged 11
		SP:Iteration 79Q (13396.890000 sec): 3 clusters
  Score: Raw -13007295.545907 + Penalty 3773.122415 = -13003522.423492
  nChanged 10
		SP:Iteration 80F (13397.180000 sec): 3 clusters
  Score: Raw -13007296.666838 + Penalty 3773.122415 = -13003523.544423
  nChanged 7
		SP:Iteration 81Q (13397.380000 sec): 3 clusters
  Score: Raw -13007298.027203 + Penalty 3773.122415 = -13003524.904788
  nChanged 4
		SP:Iteration 82Q (13397.580000 sec): 3 clusters
  Score: Raw -13007298.554844 + Penalty 3773.122415 = -13003525.432429
  nChanged 1
		SP:Iteration 83Q (13397.780000 sec): 3 clusters
  Score: Raw -13007298.585761 + Penalty 3773.122415 = -13003525.463346
  nChanged 0
		SP:Iteration 84F (13398.060000 sec): 3 clusters
  Score: Raw -13007298.585761 + Penalty 3773.122415 = -13003525.463346
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (7131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13398.130000 sec): 2 clusters
  Score: Raw -748328.312963 + Penalty 1441.733598 = -746886.579365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13398.150000 sec): 3 clusters
  Score: Raw -744419.029929 + Penalty 2883.467196 = -741535.562734
  nChanged 3023
		SP:Iteration 1F (13398.170000 sec): 3 clusters
  Score: Raw -746519.122290 + Penalty 2883.467196 = -743635.655094
  nChanged 696
		SP:Iteration 2F (13398.190000 sec): 3 clusters
  Score: Raw -747367.252841 + Penalty 2883.467196 = -744483.785645
  nChanged 680
		SP:Iteration 3F (13398.200000 sec): 3 clusters
  Score: Raw -748171.853928 + Penalty 2883.467196 = -745288.386732
  nChanged 590
		SP:Iteration 4F (13398.220000 sec): 3 clusters
  Score: Raw -748783.205993 + Penalty 2883.467196 = -745899.738798
  nChanged 469
		SP:Iteration 5F (13398.240000 sec): 3 clusters
  Score: Raw -749166.936747 + Penalty 2883.467196 = -746283.469551
  nChanged 315
		SP:Iteration 6Q (13398.260000 sec): 3 clusters
  Score: Raw -749347.327636 + Penalty 2883.467196 = -746463.860440
  nChanged 192
		SP:Iteration 7Q (13398.270000 sec): 3 clusters
  Score: Raw -749443.707528 + Penalty 2883.467196 = -746560.240332
  nChanged 128
		SP:Iteration 8Q (13398.290000 sec): 3 clusters
  Score: Raw -749516.817715 + Penalty 2883.467196 = -746633.350519
  nChanged 103
		SP:Iteration 9Q (13398.310000 sec): 3 clusters
  Score: Raw -749563.493860 + Penalty 2883.467196 = -746680.026664
  nChanged 81
		SP:Iteration 10Q (13398.320000 sec): 3 clusters
  Score: Raw -749590.527589 + Penalty 2883.467196 = -746707.060393
  nChanged 50
		SP:Iteration 11Q (13398.340000 sec): 3 clusters
  Score: Raw -749603.162435 + Penalty 2883.467196 = -746719.695239
  nChanged 28
		SP:Iteration 12Q (13398.360000 sec): 3 clusters
  Score: Raw -749609.853401 + Penalty 2883.467196 = -746726.386206
  nChanged 22
		SP:Iteration 13Q (13398.380000 sec): 3 clusters
  Score: Raw -749614.487261 + Penalty 2883.467196 = -746731.020066
  nChanged 16
		SP:Iteration 14Q (13398.390000 sec): 3 clusters
  Score: Raw -749616.824241 + Penalty 2883.467196 = -746733.357046
  nChanged 7
		SP:Iteration 15Q (13398.410000 sec): 3 clusters
  Score: Raw -749617.972674 + Penalty 2883.467196 = -746734.505478
  nChanged 8
		SP:Iteration 16Q (13398.420000 sec): 3 clusters
  Score: Raw -749619.445714 + Penalty 2883.467196 = -746735.978518
  nChanged 6
		SP:Iteration 17Q (13398.440000 sec): 3 clusters
  Score: Raw -749620.343781 + Penalty 2883.467196 = -746736.876585
  nChanged 2
		SP:Iteration 18Q (13398.460000 sec): 3 clusters
  Score: Raw -749620.752252 + Penalty 2883.467196 = -746737.285057
  nChanged 4
		SP:Iteration 19Q (13398.480000 sec): 3 clusters
  Score: Raw -749621.286372 + Penalty 2883.467196 = -746737.819176
  nChanged 2
		SP:Iteration 20F (13398.490000 sec): 3 clusters
  Score: Raw -749621.624358 + Penalty 2883.467196 = -746738.157162
  nChanged 3
		SP:Iteration 21Q (13398.510000 sec): 3 clusters
  Score: Raw -749622.026789 + Penalty 2883.467196 = -746738.559593
  nChanged 0
		SP:Iteration 22F (13398.530000 sec): 3 clusters
  Score: Raw -749622.026789 + Penalty 2883.467196 = -746738.559593
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13398.540000 sec): 2 clusters
  Score: Raw -350304.696079 + Penalty 1304.040099 = -349000.655979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13398.550000 sec): 3 clusters
  Score: Raw -348871.231000 + Penalty 2608.080199 = -346263.150801
  nChanged 1160
		SP:Iteration 1F (13398.560000 sec): 3 clusters
  Score: Raw -349566.398785 + Penalty 2608.080199 = -346958.318586
  nChanged 237
		SP:Iteration 2F (13398.560000 sec): 3 clusters
  Score: Raw -349717.545550 + Penalty 2608.080199 = -347109.465351
  nChanged 155
		SP:Iteration 3F (13398.570000 sec): 3 clusters
  Score: Raw -349816.076290 + Penalty 2608.080199 = -347207.996091
  nChanged 118
		SP:Iteration 4Q (13398.580000 sec): 3 clusters
  Score: Raw -349879.157337 + Penalty 2608.080199 = -347271.077138
  nChanged 96
		SP:Iteration 5Q (13398.580000 sec): 3 clusters
  Score: Raw -349934.676341 + Penalty 2608.080199 = -347326.596142
  nChanged 81
		SP:Iteration 6Q (13398.590000 sec): 3 clusters
  Score: Raw -349975.062275 + Penalty 2608.080199 = -347366.982076
  nChanged 55
		SP:Iteration 7Q (13398.600000 sec): 3 clusters
  Score: Raw -350003.769193 + Penalty 2608.080199 = -347395.688994
  nChanged 54
		SP:Iteration 8Q (13398.610000 sec): 3 clusters
  Score: Raw -350032.855821 + Penalty 2608.080199 = -347424.775622
  nChanged 45
		SP:Iteration 9Q (13398.620000 sec): 3 clusters
  Score: Raw -350060.731898 + Penalty 2608.080199 = -347452.651699
  nChanged 61
		SP:Iteration 10Q (13398.620000 sec): 3 clusters
  Score: Raw -350109.896170 + Penalty 2608.080199 = -347501.815971
  nChanged 91
		SP:Iteration 11Q (13398.630000 sec): 3 clusters
  Score: Raw -350171.346432 + Penalty 2608.080199 = -347563.266233
  nChanged 97
		SP:Iteration 12Q (13398.640000 sec): 3 clusters
  Score: Raw -350250.218348 + Penalty 2608.080199 = -347642.138150
  nChanged 110
		SP:Iteration 13Q (13398.640000 sec): 3 clusters
  Score: Raw -350342.759405 + Penalty 2608.080199 = -347734.679206
  nChanged 122
		SP:Iteration 14Q (13398.650000 sec): 3 clusters
  Score: Raw -350463.166985 + Penalty 2608.080199 = -347855.086786
  nChanged 144
		SP:Iteration 15Q (13398.660000 sec): 3 clusters
  Score: Raw -350624.764372 + Penalty 2608.080199 = -348016.684173
  nChanged 159
		SP:Iteration 16F (13398.670000 sec): 3 clusters
  Score: Raw -350817.506372 + Penalty 2608.080199 = -348209.426173
  nChanged 135
		SP:Iteration 17Q (13398.680000 sec): 3 clusters
  Score: Raw -350939.983393 + Penalty 2608.080199 = -348331.903194
  nChanged 99
		SP:Iteration 18Q (13398.680000 sec): 3 clusters
  Score: Raw -351010.565478 + Penalty 2608.080199 = -348402.485279
  nChanged 75
		SP:Iteration 19Q (13398.690000 sec): 3 clusters
  Score: Raw -351063.157247 + Penalty 2608.080199 = -348455.077048
  nChanged 53
		SP:Iteration 20F (13398.700000 sec): 3 clusters
  Score: Raw -351099.720122 + Penalty 2608.080199 = -348491.639924
  nChanged 39
		SP:Iteration 21Q (13398.700000 sec): 3 clusters
  Score: Raw -351126.879950 + Penalty 2608.080199 = -348518.799751
  nChanged 35
		SP:Iteration 22Q (13398.710000 sec): 3 clusters
  Score: Raw -351144.139009 + Penalty 2608.080199 = -348536.058811
  nChanged 22
		SP:Iteration 23Q (13398.720000 sec): 3 clusters
  Score: Raw -351153.845655 + Penalty 2608.080199 = -348545.765456
  nChanged 14
		SP:Iteration 24Q (13398.730000 sec): 3 clusters
  Score: Raw -351159.549501 + Penalty 2608.080199 = -348551.469302
  nChanged 5
		SP:Iteration 25Q (13398.740000 sec): 3 clusters
  Score: Raw -351162.199635 + Penalty 2608.080199 = -348554.119436
  nChanged 3
		SP:Iteration 26Q (13398.740000 sec): 3 clusters
  Score: Raw -351163.359628 + Penalty 2608.080199 = -348555.279429
  nChanged 4
		SP:Iteration 27Q (13398.750000 sec): 3 clusters
  Score: Raw -351164.426010 + Penalty 2608.080199 = -348556.345812
  nChanged 6
		SP:Iteration 28Q (13398.760000 sec): 3 clusters
  Score: Raw -351167.749638 + Penalty 2608.080199 = -348559.669439
  nChanged 5
		SP:Iteration 29Q (13398.760000 sec): 3 clusters
  Score: Raw -351170.151784 + Penalty 2608.080199 = -348562.071585
  nChanged 4
		SP:Iteration 30Q (13398.770000 sec): 3 clusters
  Score: Raw -351172.170126 + Penalty 2608.080199 = -348564.089927
  nChanged 6
		SP:Iteration 31Q (13398.780000 sec): 3 clusters
  Score: Raw -351175.274041 + Penalty 2608.080199 = -348567.193842
  nChanged 4
		SP:Iteration 32Q (13398.790000 sec): 3 clusters
  Score: Raw -351177.610781 + Penalty 2608.080199 = -348569.530582
  nChanged 11
		SP:Iteration 33Q (13398.800000 sec): 3 clusters
  Score: Raw -351183.509787 + Penalty 2608.080199 = -348575.429588
  nChanged 8
		SP:Iteration 34Q (13398.800000 sec): 3 clusters
  Score: Raw -351186.666501 + Penalty 2608.080199 = -348578.586303
  nChanged 3
		SP:Iteration 35Q (13398.810000 sec): 3 clusters
  Score: Raw -351188.068639 + Penalty 2608.080199 = -348579.988440
  nChanged 4
		SP:Iteration 36Q (13398.820000 sec): 3 clusters
  Score: Raw -351189.783888 + Penalty 2608.080199 = -348581.703690
  nChanged 1
		SP:Iteration 37Q (13398.820000 sec): 3 clusters
  Score: Raw -351190.167772 + Penalty 2608.080199 = -348582.087573
  nChanged 2
		SP:Iteration 38Q (13398.830000 sec): 3 clusters
  Score: Raw -351190.693295 + Penalty 2608.080199 = -348582.613096
  nChanged 0
		SP:Iteration 39F (13398.840000 sec): 3 clusters
  Score: Raw -351190.693295 + Penalty 2608.080199 = -348582.613096
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13398.850000 sec): 2 clusters
  Score: Raw -349647.773771 + Penalty 1313.139168 = -348334.634603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13398.860000 sec): 3 clusters
  Score: Raw -348121.557268 + Penalty 2626.278336 = -345495.278932
  nChanged 1219
		SP:Iteration 1F (13398.870000 sec): 3 clusters
  Score: Raw -348823.876293 + Penalty 2626.278336 = -346197.597956
  nChanged 256
		SP:Iteration 2F (13398.880000 sec): 3 clusters
  Score: Raw -349023.634652 + Penalty 2626.278336 = -346397.356316
  nChanged 211
		SP:Iteration 3F (13398.880000 sec): 3 clusters
  Score: Raw -349202.220685 + Penalty 2626.278336 = -346575.942349
  nChanged 198
		SP:Iteration 4F (13398.890000 sec): 3 clusters
  Score: Raw -349351.279047 + Penalty 2626.278336 = -346725.000711
  nChanged 150
		SP:Iteration 5Q (13398.900000 sec): 3 clusters
  Score: Raw -349472.198443 + Penalty 2626.278336 = -346845.920107
  nChanged 137
		SP:Iteration 6Q (13398.910000 sec): 3 clusters
  Score: Raw -349567.611481 + Penalty 2626.278336 = -346941.333145
  nChanged 114
		SP:Iteration 7Q (13398.920000 sec): 3 clusters
  Score: Raw -349661.926628 + Penalty 2626.278336 = -347035.648292
  nChanged 93
		SP:Iteration 8Q (13398.920000 sec): 3 clusters
  Score: Raw -349728.235627 + Penalty 2626.278336 = -347101.957290
  nChanged 74
		SP:Iteration 9Q (13398.930000 sec): 3 clusters
  Score: Raw -349794.457880 + Penalty 2626.278336 = -347168.179544
  nChanged 77
		SP:Iteration 10Q (13398.940000 sec): 3 clusters
  Score: Raw -349855.942192 + Penalty 2626.278336 = -347229.663855
  nChanged 67
		SP:Iteration 11Q (13398.950000 sec): 3 clusters
  Score: Raw -349919.206346 + Penalty 2626.278336 = -347292.928010
  nChanged 80
		SP:Iteration 12Q (13398.960000 sec): 3 clusters
  Score: Raw -349982.452446 + Penalty 2626.278336 = -347356.174110
  nChanged 60
		SP:Iteration 13Q (13398.960000 sec): 3 clusters
  Score: Raw -350030.213158 + Penalty 2626.278336 = -347403.934821
  nChanged 54
		SP:Iteration 14Q (13398.970000 sec): 3 clusters
  Score: Raw -350059.707099 + Penalty 2626.278336 = -347433.428762
  nChanged 44
		SP:Iteration 15Q (13398.980000 sec): 3 clusters
  Score: Raw -350083.297952 + Penalty 2626.278336 = -347457.019615
  nChanged 43
		SP:Iteration 16Q (13398.980000 sec): 3 clusters
  Score: Raw -350111.864706 + Penalty 2626.278336 = -347485.586370
  nChanged 43
		SP:Iteration 17Q (13399.000000 sec): 3 clusters
  Score: Raw -350140.459597 + Penalty 2626.278336 = -347514.181260
  nChanged 54
		SP:Iteration 18Q (13399.010000 sec): 3 clusters
  Score: Raw -350171.573486 + Penalty 2626.278336 = -347545.295149
  nChanged 40
		SP:Iteration 19Q (13399.010000 sec): 3 clusters
  Score: Raw -350193.024660 + Penalty 2626.278336 = -347566.746324
  nChanged 35
		SP:Iteration 20F (13399.020000 sec): 3 clusters
  Score: Raw -350215.757145 + Penalty 2626.278336 = -347589.478808
  nChanged 41
		SP:Iteration 21Q (13399.030000 sec): 3 clusters
  Score: Raw -350235.389178 + Penalty 2626.278336 = -347609.110841
  nChanged 32
		SP:Iteration 22Q (13399.030000 sec): 3 clusters
  Score: Raw -350249.529763 + Penalty 2626.278336 = -347623.251426
  nChanged 32
		SP:Iteration 23Q (13399.040000 sec): 3 clusters
  Score: Raw -350267.615686 + Penalty 2626.278336 = -347641.337350
  nChanged 34
		SP:Iteration 24Q (13399.050000 sec): 3 clusters
  Score: Raw -350280.836538 + Penalty 2626.278336 = -347654.558201
  nChanged 26
		SP:Iteration 25Q (13399.060000 sec): 3 clusters
  Score: Raw -350293.868174 + Penalty 2626.278336 = -347667.589838
  nChanged 23
		SP:Iteration 26Q (13399.070000 sec): 3 clusters
  Score: Raw -350304.439151 + Penalty 2626.278336 = -347678.160815
  nChanged 27
		SP:Iteration 27Q (13399.070000 sec): 3 clusters
  Score: Raw -350321.016053 + Penalty 2626.278336 = -347694.737716
  nChanged 30
		SP:Iteration 28Q (13399.080000 sec): 3 clusters
  Score: Raw -350339.808927 + Penalty 2626.278336 = -347713.530591
  nChanged 30
		SP:Iteration 29Q (13399.090000 sec): 3 clusters
  Score: Raw -350353.216508 + Penalty 2626.278336 = -347726.938171
  nChanged 25
		SP:Iteration 30Q (13399.090000 sec): 3 clusters
  Score: Raw -350364.537037 + Penalty 2626.278336 = -347738.258701
  nChanged 24
		SP:Iteration 31Q (13399.100000 sec): 3 clusters
  Score: Raw -350373.098183 + Penalty 2626.278336 = -347746.819847
  nChanged 23
		SP:Iteration 32Q (13399.110000 sec): 3 clusters
  Score: Raw -350385.634744 + Penalty 2626.278336 = -347759.356408
  nChanged 28
		SP:Iteration 33Q (13399.110000 sec): 3 clusters
  Score: Raw -350398.265416 + Penalty 2626.278336 = -347771.987079
  nChanged 27
		SP:Iteration 34Q (13399.120000 sec): 3 clusters
  Score: Raw -350411.561772 + Penalty 2626.278336 = -347785.283436
  nChanged 36
		SP:Iteration 35Q (13399.130000 sec): 3 clusters
  Score: Raw -350430.182185 + Penalty 2626.278336 = -347803.903849
  nChanged 33
		SP:Iteration 36Q (13399.140000 sec): 3 clusters
  Score: Raw -350448.838458 + Penalty 2626.278336 = -347822.560122
  nChanged 36
		SP:Iteration 37Q (13399.140000 sec): 3 clusters
  Score: Raw -350468.737970 + Penalty 2626.278336 = -347842.459633
  nChanged 37
		SP:Iteration 38Q (13399.150000 sec): 3 clusters
  Score: Raw -350488.682041 + Penalty 2626.278336 = -347862.403704
  nChanged 26
		SP:Iteration 39Q (13399.160000 sec): 3 clusters
  Score: Raw -350502.201573 + Penalty 2626.278336 = -347875.923237
  nChanged 19
		SP:Iteration 40F (13399.170000 sec): 3 clusters
  Score: Raw -350510.017468 + Penalty 2626.278336 = -347883.739132
  nChanged 13
		SP:Iteration 41Q (13399.170000 sec): 3 clusters
  Score: Raw -350516.629111 + Penalty 2626.278336 = -347890.350775
  nChanged 14
		SP:Iteration 42Q (13399.180000 sec): 3 clusters
  Score: Raw -350522.097253 + Penalty 2626.278336 = -347895.818917
  nChanged 11
		SP:Iteration 43Q (13399.190000 sec): 3 clusters
  Score: Raw -350525.741855 + Penalty 2626.278336 = -347899.463519
  nChanged 10
		SP:Iteration 44Q (13399.190000 sec): 3 clusters
  Score: Raw -350531.023534 + Penalty 2626.278336 = -347904.745198
  nChanged 13
		SP:Iteration 45Q (13399.200000 sec): 3 clusters
  Score: Raw -350536.687561 + Penalty 2626.278336 = -347910.409225
  nChanged 10
		SP:Iteration 46Q (13399.210000 sec): 3 clusters
  Score: Raw -350540.767689 + Penalty 2626.278336 = -347914.489353
  nChanged 9
		SP:Iteration 47Q (13399.210000 sec): 3 clusters
  Score: Raw -350546.454448 + Penalty 2626.278336 = -347920.176112
  nChanged 3
		SP:Iteration 48Q (13399.220000 sec): 3 clusters
  Score: Raw -350547.147049 + Penalty 2626.278336 = -347920.868713
  nChanged 0
		SP:Iteration 49F (13399.230000 sec): 3 clusters
  Score: Raw -350547.147049 + Penalty 2626.278336 = -347920.868713
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (7904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13399.250000 sec): 2 clusters
  Score: Raw -951370.636379 + Penalty 1458.457689 = -949912.178691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13399.270000 sec): 3 clusters
  Score: Raw -947067.795218 + Penalty 2916.915378 = -944150.879840
  nChanged 3310
		SP:Iteration 1F (13399.290000 sec): 3 clusters
  Score: Raw -948863.420569 + Penalty 2916.915378 = -945946.505191
  nChanged 520
		SP:Iteration 2F (13399.310000 sec): 3 clusters
  Score: Raw -949163.663294 + Penalty 2916.915378 = -946246.747916
  nChanged 446
		SP:Iteration 3F (13399.330000 sec): 3 clusters
  Score: Raw -949506.098889 + Penalty 2916.915378 = -946589.183511
  nChanged 460
		SP:Iteration 4F (13399.350000 sec): 3 clusters
  Score: Raw -949860.701699 + Penalty 2916.915378 = -946943.786321
  nChanged 453
		SP:Iteration 5F (13399.380000 sec): 3 clusters
  Score: Raw -950206.408597 + Penalty 2916.915378 = -947289.493219
  nChanged 457
		SP:Iteration 6F (13399.400000 sec): 3 clusters
  Score: Raw -950518.255034 + Penalty 2916.915378 = -947601.339656
  nChanged 381
		SP:Iteration 7Q (13399.410000 sec): 3 clusters
  Score: Raw -950739.370120 + Penalty 2916.915378 = -947822.454742
  nChanged 344
		SP:Iteration 8Q (13399.430000 sec): 3 clusters
  Score: Raw -950919.412232 + Penalty 2916.915378 = -948002.496854
  nChanged 261
		SP:Iteration 9Q (13399.450000 sec): 3 clusters
  Score: Raw -951071.425301 + Penalty 2916.915378 = -948154.509923
  nChanged 247
		SP:Iteration 10Q (13399.470000 sec): 3 clusters
  Score: Raw -951214.781609 + Penalty 2916.915378 = -948297.866231
  nChanged 216
		SP:Iteration 11Q (13399.490000 sec): 3 clusters
  Score: Raw -951347.169500 + Penalty 2916.915378 = -948430.254122
  nChanged 208
		SP:Iteration 12Q (13399.510000 sec): 3 clusters
  Score: Raw -951482.214990 + Penalty 2916.915378 = -948565.299613
  nChanged 199
		SP:Iteration 13Q (13399.530000 sec): 3 clusters
  Score: Raw -951626.252617 + Penalty 2916.915378 = -948709.337239
  nChanged 157
		SP:Iteration 14Q (13399.550000 sec): 3 clusters
  Score: Raw -951732.843368 + Penalty 2916.915378 = -948815.927991
  nChanged 143
		SP:Iteration 15Q (13399.570000 sec): 3 clusters
  Score: Raw -951826.694681 + Penalty 2916.915378 = -948909.779303
  nChanged 132
		SP:Iteration 16Q (13399.580000 sec): 3 clusters
  Score: Raw -951900.552112 + Penalty 2916.915378 = -948983.636734
  nChanged 86
		SP:Iteration 17Q (13399.600000 sec): 3 clusters
  Score: Raw -951932.228442 + Penalty 2916.915378 = -949015.313064
  nChanged 58
		SP:Iteration 18Q (13399.620000 sec): 3 clusters
  Score: Raw -951952.477332 + Penalty 2916.915378 = -949035.561954
  nChanged 51
		SP:Iteration 19Q (13399.630000 sec): 3 clusters
  Score: Raw -951968.888306 + Penalty 2916.915378 = -949051.972928
  nChanged 44
		SP:Iteration 20F (13399.650000 sec): 3 clusters
  Score: Raw -951984.168280 + Penalty 2916.915378 = -949067.252902
  nChanged 33
		SP:Iteration 21Q (13399.670000 sec): 3 clusters
  Score: Raw -951993.621871 + Penalty 2916.915378 = -949076.706493
  nChanged 28
		SP:Iteration 22Q (13399.690000 sec): 3 clusters
  Score: Raw -952001.326567 + Penalty 2916.915378 = -949084.411190
  nChanged 23
		SP:Iteration 23Q (13399.700000 sec): 3 clusters
  Score: Raw -952005.771955 + Penalty 2916.915378 = -949088.856577
  nChanged 17
		SP:Iteration 24Q (13399.720000 sec): 3 clusters
  Score: Raw -952008.557123 + Penalty 2916.915378 = -949091.641745
  nChanged 11
		SP:Iteration 25Q (13399.740000 sec): 3 clusters
  Score: Raw -952010.840779 + Penalty 2916.915378 = -949093.925401
  nChanged 10
		SP:Iteration 26Q (13399.750000 sec): 3 clusters
  Score: Raw -952012.221351 + Penalty 2916.915378 = -949095.305973
  nChanged 9
		SP:Iteration 27Q (13399.770000 sec): 3 clusters
  Score: Raw -952013.726207 + Penalty 2916.915378 = -949096.810829
  nChanged 7
		SP:Iteration 28Q (13399.790000 sec): 3 clusters
  Score: Raw -952015.250502 + Penalty 2916.915378 = -949098.335125
  nChanged 9
		SP:Iteration 29Q (13399.800000 sec): 3 clusters
  Score: Raw -952017.197977 + Penalty 2916.915378 = -949100.282599
  nChanged 8
		SP:Iteration 30Q (13399.820000 sec): 3 clusters
  Score: Raw -952018.340507 + Penalty 2916.915378 = -949101.425129
  nChanged 6
		SP:Iteration 31Q (13399.830000 sec): 3 clusters
  Score: Raw -952019.580578 + Penalty 2916.915378 = -949102.665200
  nChanged 4
		SP:Iteration 32Q (13399.850000 sec): 3 clusters
  Score: Raw -952020.610230 + Penalty 2916.915378 = -949103.694852
  nChanged 6
		SP:Iteration 33Q (13399.870000 sec): 3 clusters
  Score: Raw -952021.642043 + Penalty 2916.915378 = -949104.726665
  nChanged 6
		SP:Iteration 34Q (13399.880000 sec): 3 clusters
  Score: Raw -952022.488455 + Penalty 2916.915378 = -949105.573078
  nChanged 2
		SP:Iteration 35Q (13399.900000 sec): 3 clusters
  Score: Raw -952022.734913 + Penalty 2916.915378 = -949105.819535
  nChanged 0
		SP:Iteration 36F (13399.920000 sec): 3 clusters
  Score: Raw -952022.734913 + Penalty 2916.915378 = -949105.819535
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13399.930000 sec): 2 clusters
  Score: Raw -144374.227624 + Penalty 1167.255652 = -143206.971972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13399.930000 sec): 3 clusters
  Score: Raw -143884.662288 + Penalty 2334.511303 = -141550.150985
  nChanged 444
		SP:Iteration 1F (13399.940000 sec): 3 clusters
  Score: Raw -144220.547699 + Penalty 2334.511303 = -141886.036396
  nChanged 109
		SP:Iteration 2F (13399.940000 sec): 3 clusters
  Score: Raw -144316.427186 + Penalty 2334.511303 = -141981.915883
  nChanged 55
		SP:Iteration 3Q (13399.940000 sec): 3 clusters
  Score: Raw -144367.633865 + Penalty 2334.511303 = -142033.122562
  nChanged 35
		SP:Iteration 4Q (13399.950000 sec): 3 clusters
  Score: Raw -144408.134378 + Penalty 2334.511303 = -142073.623075
  nChanged 39
		SP:Iteration 5Q (13399.950000 sec): 3 clusters
  Score: Raw -144438.369396 + Penalty 2334.511303 = -142103.858093
  nChanged 24
		SP:Iteration 6Q (13399.950000 sec): 3 clusters
  Score: Raw -144463.723890 + Penalty 2334.511303 = -142129.212587
  nChanged 21
		SP:Iteration 7Q (13399.950000 sec): 3 clusters
  Score: Raw -144480.241848 + Penalty 2334.511303 = -142145.730545
  nChanged 13
		SP:Iteration 8Q (13399.960000 sec): 3 clusters
  Score: Raw -144488.770822 + Penalty 2334.511303 = -142154.259519
  nChanged 8
		SP:Iteration 9Q (13399.960000 sec): 3 clusters
  Score: Raw -144493.383356 + Penalty 2334.511303 = -142158.872053
  nChanged 5
		SP:Iteration 10Q (13399.970000 sec): 3 clusters
  Score: Raw -144496.803288 + Penalty 2334.511303 = -142162.291985
  nChanged 5
		SP:Iteration 11Q (13399.970000 sec): 3 clusters
  Score: Raw -144499.742471 + Penalty 2334.511303 = -142165.231168
  nChanged 8
		SP:Iteration 12Q (13399.970000 sec): 3 clusters
  Score: Raw -144507.398390 + Penalty 2334.511303 = -142172.887087
  nChanged 12
		SP:Iteration 13Q (13399.970000 sec): 3 clusters
  Score: Raw -144518.670213 + Penalty 2334.511303 = -142184.158910
  nChanged 5
		SP:Iteration 14Q (13399.980000 sec): 3 clusters
  Score: Raw -144525.936815 + Penalty 2334.511303 = -142191.425512
  nChanged 10
		SP:Iteration 15Q (13399.980000 sec): 3 clusters
  Score: Raw -144533.333368 + Penalty 2334.511303 = -142198.822065
  nChanged 5
		SP:Iteration 16Q (13399.980000 sec): 3 clusters
  Score: Raw -144535.310451 + Penalty 2334.511303 = -142200.799148
  nChanged 0
		SP:Iteration 17F (13399.990000 sec): 3 clusters
  Score: Raw -144535.310451 + Penalty 2334.511303 = -142200.799148
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (41557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13400.110000 sec): 2 clusters
  Score: Raw -4769804.556874 + Penalty 1728.158454 = -4768076.398420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13400.220000 sec): 3 clusters
  Score: Raw -4743720.234854 + Penalty 3456.316909 = -4740263.917945
  nChanged 19321
		SP:Iteration 1F (13400.330000 sec): 3 clusters
  Score: Raw -4754965.554731 + Penalty 3456.316909 = -4751509.237822
  nChanged 1867
		SP:Iteration 2Q (13400.450000 sec): 3 clusters
  Score: Raw -4755577.906886 + Penalty 3456.316909 = -4752121.589978
  nChanged 1871
		SP:Iteration 3Q (13400.560000 sec): 3 clusters
  Score: Raw -4756254.123675 + Penalty 3456.316909 = -4752797.806766
  nChanged 1856
		SP:Iteration 4Q (13400.670000 sec): 3 clusters
  Score: Raw -4756935.767336 + Penalty 3456.316909 = -4753479.450427
  nChanged 1812
		SP:Iteration 5Q (13400.780000 sec): 3 clusters
  Score: Raw -4757574.510451 + Penalty 3456.316909 = -4754118.193542
  nChanged 1680
		SP:Iteration 6Q (13400.890000 sec): 3 clusters
  Score: Raw -4758176.827825 + Penalty 3456.316909 = -4754720.510916
  nChanged 1604
		SP:Iteration 7Q (13401.000000 sec): 3 clusters
  Score: Raw -4758777.145361 + Penalty 3456.316909 = -4755320.828452
  nChanged 1595
		SP:Iteration 8Q (13401.110000 sec): 3 clusters
  Score: Raw -4759410.517153 + Penalty 3456.316909 = -4755954.200245
  nChanged 1618
		SP:Iteration 9Q (13401.220000 sec): 3 clusters
  Score: Raw -4760139.378888 + Penalty 3456.316909 = -4756683.061979
  nChanged 1666
		SP:Iteration 10Q (13401.330000 sec): 3 clusters
  Score: Raw -4761033.740061 + Penalty 3456.316909 = -4757577.423152
  nChanged 1763
		SP:Iteration 11Q (13401.450000 sec): 3 clusters
  Score: Raw -4762042.812532 + Penalty 3456.316909 = -4758586.495623
  nChanged 1864
		SP:Iteration 12Q (13401.560000 sec): 3 clusters
  Score: Raw -4763094.189315 + Penalty 3456.316909 = -4759637.872406
  nChanged 1682
		SP:Iteration 13Q (13401.670000 sec): 3 clusters
  Score: Raw -4763940.437876 + Penalty 3456.316909 = -4760484.120968
  nChanged 1385
		SP:Iteration 14Q (13401.770000 sec): 3 clusters
  Score: Raw -4764577.278965 + Penalty 3456.316909 = -4761120.962056
  nChanged 1181
		SP:Iteration 15Q (13401.880000 sec): 3 clusters
  Score: Raw -4765050.390638 + Penalty 3456.316909 = -4761594.073729
  nChanged 945
		SP:Iteration 16Q (13401.990000 sec): 3 clusters
  Score: Raw -4765403.328943 + Penalty 3456.316909 = -4761947.012034
  nChanged 802
		SP:Iteration 17Q (13402.090000 sec): 3 clusters
  Score: Raw -4765684.336468 + Penalty 3456.316909 = -4762228.019559
  nChanged 668
		SP:Iteration 18Q (13402.190000 sec): 3 clusters
  Score: Raw -4765914.611547 + Penalty 3456.316909 = -4762458.294638
  nChanged 675
		SP:Iteration 19Q (13402.290000 sec): 3 clusters
  Score: Raw -4766152.859759 + Penalty 3456.316909 = -4762696.542851
  nChanged 655
		SP:Iteration 20F (13402.400000 sec): 3 clusters
  Score: Raw -4766384.939865 + Penalty 3456.316909 = -4762928.622956
  nChanged 636
		SP:Iteration 21Q (13402.490000 sec): 3 clusters
  Score: Raw -4766626.486960 + Penalty 3456.316909 = -4763170.170052
  nChanged 665
		SP:Iteration 22Q (13402.590000 sec): 3 clusters
  Score: Raw -4766883.480121 + Penalty 3456.316909 = -4763427.163212
  nChanged 624
		SP:Iteration 23Q (13402.690000 sec): 3 clusters
  Score: Raw -4767123.750247 + Penalty 3456.316909 = -4763667.433339
  nChanged 628
		SP:Iteration 24Q (13402.780000 sec): 3 clusters
  Score: Raw -4767387.495217 + Penalty 3456.316909 = -4763931.178308
  nChanged 637
		SP:Iteration 25Q (13402.880000 sec): 3 clusters
  Score: Raw -4767656.617476 + Penalty 3456.316909 = -4764200.300568
  nChanged 579
		SP:Iteration 26Q (13402.970000 sec): 3 clusters
  Score: Raw -4767903.427901 + Penalty 3456.316909 = -4764447.110992
  nChanged 579
		SP:Iteration 27Q (13403.060000 sec): 3 clusters
  Score: Raw -4768160.588420 + Penalty 3456.316909 = -4764704.271512
  nChanged 516
		SP:Iteration 28Q (13403.150000 sec): 3 clusters
  Score: Raw -4768381.062861 + Penalty 3456.316909 = -4764924.745952
  nChanged 449
		SP:Iteration 29Q (13403.240000 sec): 3 clusters
  Score: Raw -4768564.741308 + Penalty 3456.316909 = -4765108.424399
  nChanged 436
		SP:Iteration 30Q (13403.330000 sec): 3 clusters
  Score: Raw -4768750.411321 + Penalty 3456.316909 = -4765294.094412
  nChanged 420
		SP:Iteration 31Q (13403.420000 sec): 3 clusters
  Score: Raw -4768927.699698 + Penalty 3456.316909 = -4765471.382790
  nChanged 368
		SP:Iteration 32Q (13403.510000 sec): 3 clusters
  Score: Raw -4769071.292746 + Penalty 3456.316909 = -4765614.975837
  nChanged 298
		SP:Iteration 33Q (13403.590000 sec): 3 clusters
  Score: Raw -4769186.959079 + Penalty 3456.316909 = -4765730.642170
  nChanged 298
		SP:Iteration 34Q (13403.680000 sec): 3 clusters
  Score: Raw -4769305.150087 + Penalty 3456.316909 = -4765848.833178
  nChanged 283
		SP:Iteration 35Q (13403.770000 sec): 3 clusters
  Score: Raw -4769419.735483 + Penalty 3456.316909 = -4765963.418574
  nChanged 237
		SP:Iteration 36Q (13403.850000 sec): 3 clusters
  Score: Raw -4769521.592884 + Penalty 3456.316909 = -4766065.275975
  nChanged 204
		SP:Iteration 37Q (13403.930000 sec): 3 clusters
  Score: Raw -4769606.504028 + Penalty 3456.316909 = -4766150.187119
  nChanged 184
		SP:Iteration 38Q (13404.020000 sec): 3 clusters
  Score: Raw -4769685.198684 + Penalty 3456.316909 = -4766228.881775
  nChanged 163
		SP:Iteration 39Q (13404.100000 sec): 3 clusters
  Score: Raw -4769749.717827 + Penalty 3456.316909 = -4766293.400919
  nChanged 129
		SP:Iteration 40F (13404.210000 sec): 3 clusters
  Score: Raw -4769801.275252 + Penalty 3456.316909 = -4766344.958343
  nChanged 105
		SP:Iteration 41Q (13404.290000 sec): 3 clusters
  Score: Raw -4769838.575837 + Penalty 3456.316909 = -4766382.258929
  nChanged 77
		SP:Iteration 42Q (13404.370000 sec): 3 clusters
  Score: Raw -4769866.240544 + Penalty 3456.316909 = -4766409.923635
  nChanged 65
		SP:Iteration 43Q (13404.450000 sec): 3 clusters
  Score: Raw -4769889.161658 + Penalty 3456.316909 = -4766432.844749
  nChanged 52
		SP:Iteration 44Q (13404.530000 sec): 3 clusters
  Score: Raw -4769907.804761 + Penalty 3456.316909 = -4766451.487852
  nChanged 37
		SP:Iteration 45Q (13404.610000 sec): 3 clusters
  Score: Raw -4769921.565015 + Penalty 3456.316909 = -4766465.248106
  nChanged 39
		SP:Iteration 46Q (13404.690000 sec): 3 clusters
  Score: Raw -4769935.727313 + Penalty 3456.316909 = -4766479.410404
  nChanged 43
		SP:Iteration 47Q (13404.770000 sec): 3 clusters
  Score: Raw -4769950.061177 + Penalty 3456.316909 = -4766493.744268
  nChanged 32
		SP:Iteration 48Q (13404.850000 sec): 3 clusters
  Score: Raw -4769960.112104 + Penalty 3456.316909 = -4766503.795195
  nChanged 28
		SP:Iteration 49Q (13404.930000 sec): 3 clusters
  Score: Raw -4769970.141903 + Penalty 3456.316909 = -4766513.824994
  nChanged 19
		SP:Iteration 50Q (13405.010000 sec): 3 clusters
  Score: Raw -4769977.516371 + Penalty 3456.316909 = -4766521.199462
  nChanged 19
		SP:Iteration 51Q (13405.090000 sec): 3 clusters
  Score: Raw -4769983.809162 + Penalty 3456.316909 = -4766527.492253
  nChanged 22
		SP:Iteration 52Q (13405.170000 sec): 3 clusters
  Score: Raw -4769991.725824 + Penalty 3456.316909 = -4766535.408915
  nChanged 17
		SP:Iteration 53Q (13405.250000 sec): 3 clusters
  Score: Raw -4769996.865631 + Penalty 3456.316909 = -4766540.548722
  nChanged 16
		SP:Iteration 54Q (13405.330000 sec): 3 clusters
  Score: Raw -4770003.791510 + Penalty 3456.316909 = -4766547.474601
  nChanged 20
		SP:Iteration 55Q (13405.400000 sec): 3 clusters
  Score: Raw -4770013.099250 + Penalty 3456.316909 = -4766556.782341
  nChanged 21
		SP:Iteration 56Q (13405.480000 sec): 3 clusters
  Score: Raw -4770021.773027 + Penalty 3456.316909 = -4766565.456118
  nChanged 13
		SP:Iteration 57Q (13405.570000 sec): 3 clusters
  Score: Raw -4770026.884882 + Penalty 3456.316909 = -4766570.567973
  nChanged 14
		SP:Iteration 58Q (13405.650000 sec): 3 clusters
  Score: Raw -4770033.854809 + Penalty 3456.316909 = -4766577.537900
  nChanged 24
		SP:Iteration 59Q (13405.730000 sec): 3 clusters
  Score: Raw -4770043.221562 + Penalty 3456.316909 = -4766586.904653
  nChanged 17
		SP:Iteration 60F (13405.840000 sec): 3 clusters
  Score: Raw -4770049.926068 + Penalty 3456.316909 = -4766593.609159
  nChanged 15
		SP:Iteration 61Q (13405.920000 sec): 3 clusters
  Score: Raw -4770055.422079 + Penalty 3456.316909 = -4766599.105171
  nChanged 14
		SP:Iteration 62Q (13406.000000 sec): 3 clusters
  Score: Raw -4770061.407510 + Penalty 3456.316909 = -4766605.090602
  nChanged 16
		SP:Iteration 63Q (13406.070000 sec): 3 clusters
  Score: Raw -4770067.553521 + Penalty 3456.316909 = -4766611.236613
  nChanged 13
		SP:Iteration 64Q (13406.150000 sec): 3 clusters
  Score: Raw -4770072.636310 + Penalty 3456.316909 = -4766616.319401
  nChanged 18
		SP:Iteration 65Q (13406.230000 sec): 3 clusters
  Score: Raw -4770079.007443 + Penalty 3456.316909 = -4766622.690534
  nChanged 14
		SP:Iteration 66Q (13406.310000 sec): 3 clusters
  Score: Raw -4770084.050519 + Penalty 3456.316909 = -4766627.733610
  nChanged 7
		SP:Iteration 67Q (13406.390000 sec): 3 clusters
  Score: Raw -4770086.781408 + Penalty 3456.316909 = -4766630.464499
  nChanged 9
		SP:Iteration 68Q (13406.460000 sec): 3 clusters
  Score: Raw -4770090.259737 + Penalty 3456.316909 = -4766633.942828
  nChanged 7
		SP:Iteration 69Q (13406.540000 sec): 3 clusters
  Score: Raw -4770092.809477 + Penalty 3456.316909 = -4766636.492569
  nChanged 10
		SP:Iteration 70Q (13406.620000 sec): 3 clusters
  Score: Raw -4770095.453248 + Penalty 3456.316909 = -4766639.136340
  nChanged 5
		SP:Iteration 71Q (13406.690000 sec): 3 clusters
  Score: Raw -4770097.088260 + Penalty 3456.316909 = -4766640.771351
  nChanged 5
		SP:Iteration 72Q (13406.770000 sec): 3 clusters
  Score: Raw -4770098.806161 + Penalty 3456.316909 = -4766642.489252
  nChanged 4
		SP:Iteration 73Q (13406.850000 sec): 3 clusters
  Score: Raw -4770099.651390 + Penalty 3456.316909 = -4766643.334481
  nChanged 4
		SP:Iteration 74Q (13406.930000 sec): 3 clusters
  Score: Raw -4770101.230020 + Penalty 3456.316909 = -4766644.913112
  nChanged 4
		SP:Iteration 75Q (13407.000000 sec): 3 clusters
  Score: Raw -4770102.249197 + Penalty 3456.316909 = -4766645.932288
  nChanged 2
		SP:Iteration 76Q (13407.080000 sec): 3 clusters
  Score: Raw -4770103.007230 + Penalty 3456.316909 = -4766646.690321
  nChanged 2
		SP:Iteration 77Q (13407.160000 sec): 3 clusters
  Score: Raw -4770104.153934 + Penalty 3456.316909 = -4766647.837025
  nChanged 3
		SP:Iteration 78Q (13407.230000 sec): 3 clusters
  Score: Raw -4770105.894533 + Penalty 3456.316909 = -4766649.577624
  nChanged 6
		SP:Iteration 79Q (13407.310000 sec): 3 clusters
  Score: Raw -4770107.915166 + Penalty 3456.316909 = -4766651.598257
  nChanged 4
		SP:Iteration 80F (13407.420000 sec): 3 clusters
  Score: Raw -4770109.540106 + Penalty 3456.316909 = -4766653.223197
  nChanged 6
		SP:Iteration 81Q (13407.500000 sec): 3 clusters
  Score: Raw -4770111.921179 + Penalty 3456.316909 = -4766655.604271
  nChanged 7
		SP:Iteration 82Q (13407.570000 sec): 3 clusters
  Score: Raw -4770114.678335 + Penalty 3456.316909 = -4766658.361427
  nChanged 12
		SP:Iteration 83Q (13407.650000 sec): 3 clusters
  Score: Raw -4770119.392351 + Penalty 3456.316909 = -4766663.075442
  nChanged 3
		SP:Iteration 84Q (13407.730000 sec): 3 clusters
  Score: Raw -4770121.326051 + Penalty 3456.316909 = -4766665.009142
  nChanged 3
		SP:Iteration 85Q (13407.810000 sec): 3 clusters
  Score: Raw -4770122.803040 + Penalty 3456.316909 = -4766666.486131
  nChanged 3
		SP:Iteration 86Q (13407.890000 sec): 3 clusters
  Score: Raw -4770123.568236 + Penalty 3456.316909 = -4766667.251327
  nChanged 4
		SP:Iteration 87Q (13407.960000 sec): 3 clusters
  Score: Raw -4770125.469765 + Penalty 3456.316909 = -4766669.152856
  nChanged 4
		SP:Iteration 88Q (13408.040000 sec): 3 clusters
  Score: Raw -4770127.615182 + Penalty 3456.316909 = -4766671.298273
  nChanged 4
		SP:Iteration 89Q (13408.120000 sec): 3 clusters
  Score: Raw -4770129.769760 + Penalty 3456.316909 = -4766673.452851
  nChanged 3
		SP:Iteration 90Q (13408.190000 sec): 3 clusters
  Score: Raw -4770131.253466 + Penalty 3456.316909 = -4766674.936557
  nChanged 3
		SP:Iteration 91Q (13408.270000 sec): 3 clusters
  Score: Raw -4770132.686222 + Penalty 3456.316909 = -4766676.369313
  nChanged 3
		SP:Iteration 92Q (13408.350000 sec): 3 clusters
  Score: Raw -4770133.523641 + Penalty 3456.316909 = -4766677.206732
  nChanged 1
		SP:Iteration 93Q (13408.430000 sec): 3 clusters
  Score: Raw -4770133.807341 + Penalty 3456.316909 = -4766677.490432
  nChanged 1
		SP:Iteration 94Q (13408.500000 sec): 3 clusters
  Score: Raw -4770134.158588 + Penalty 3456.316909 = -4766677.841679
  nChanged 2
		SP:Iteration 95Q (13408.580000 sec): 3 clusters
  Score: Raw -4770134.755294 + Penalty 3456.316909 = -4766678.438385
  nChanged 1
		SP:Iteration 96Q (13408.660000 sec): 3 clusters
  Score: Raw -4770135.065146 + Penalty 3456.316909 = -4766678.748238
  nChanged 3
		SP:Iteration 97Q (13408.730000 sec): 3 clusters
  Score: Raw -4770135.740961 + Penalty 3456.316909 = -4766679.424052
  nChanged 2
		SP:Iteration 98Q (13408.810000 sec): 3 clusters
  Score: Raw -4770136.993203 + Penalty 3456.316909 = -4766680.676294
  nChanged 4
		SP:Iteration 99Q (13408.890000 sec): 3 clusters
  Score: Raw -4770138.314717 + Penalty 3456.316909 = -4766681.997808
  nChanged 2
		SP:Iteration 100F (13408.990000 sec): 3 clusters
  Score: Raw -4770138.876013 + Penalty 3456.316909 = -4766682.559104
  nChanged 2
		SP:Iteration 101Q (13409.070000 sec): 3 clusters
  Score: Raw -4770139.943739 + Penalty 3456.316909 = -4766683.626830
  nChanged 2
		SP:Iteration 102Q (13409.150000 sec): 3 clusters
  Score: Raw -4770140.562478 + Penalty 3456.316909 = -4766684.245569
  nChanged 2
		SP:Iteration 103Q (13409.230000 sec): 3 clusters
  Score: Raw -4770141.089260 + Penalty 3456.316909 = -4766684.772352
  nChanged 2
		SP:Iteration 104Q (13409.310000 sec): 3 clusters
  Score: Raw -4770141.854464 + Penalty 3456.316909 = -4766685.537555
  nChanged 1
		SP:Iteration 105Q (13409.390000 sec): 3 clusters
  Score: Raw -4770142.220591 + Penalty 3456.316909 = -4766685.903682
  nChanged 1
		SP:Iteration 106Q (13409.460000 sec): 3 clusters
  Score: Raw -4770142.846758 + Penalty 3456.316909 = -4766686.529850
  nChanged 3
		SP:Iteration 107Q (13409.540000 sec): 3 clusters
  Score: Raw -4770143.762652 + Penalty 3456.316909 = -4766687.445743
  nChanged 0
		SP:Iteration 108F (13409.650000 sec): 3 clusters
  Score: Raw -4770143.762652 + Penalty 3456.316909 = -4766687.445743
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13409.680000 sec): 2 clusters
  Score: Raw -50265.888373 + Penalty 1001.538656 = -49264.349717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13409.680000 sec): 3 clusters
  Score: Raw -50309.244695 + Penalty 2003.077311 = -48306.167383
  nChanged 133
		SP:Iteration 1F (13409.680000 sec): 3 clusters
  Score: Raw -50568.377392 + Penalty 2003.077311 = -48565.300081
  nChanged 35
		SP:Iteration 2F (13409.680000 sec): 3 clusters
  Score: Raw -50646.741854 + Penalty 2003.077311 = -48643.664543
  nChanged 12
		SP:Iteration 3Q (13409.680000 sec): 3 clusters
  Score: Raw -50664.516390 + Penalty 2003.077311 = -48661.439078
  nChanged 5
		SP:Iteration 4Q (13409.690000 sec): 3 clusters
  Score: Raw -50672.225272 + Penalty 2003.077311 = -48669.147960
  nChanged 6
		SP:Iteration 5Q (13409.690000 sec): 3 clusters
  Score: Raw -50679.435529 + Penalty 2003.077311 = -48676.358217
  nChanged 8
		SP:Iteration 6Q (13409.690000 sec): 3 clusters
  Score: Raw -50688.206694 + Penalty 2003.077311 = -48685.129383
  nChanged 3
		SP:Iteration 7Q (13409.690000 sec): 3 clusters
  Score: Raw -50693.198469 + Penalty 2003.077311 = -48690.121158
  nChanged 1
		SP:Iteration 8Q (13409.690000 sec): 3 clusters
  Score: Raw -50693.663023 + Penalty 2003.077311 = -48690.585712
  nChanged 1
		SP:Iteration 9Q (13409.690000 sec): 3 clusters
  Score: Raw -50694.072884 + Penalty 2003.077311 = -48690.995573
  nChanged 0
		SP:Iteration 10F (13409.690000 sec): 3 clusters
  Score: Raw -50694.072884 + Penalty 2003.077311 = -48690.995573
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (346413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13410.720000 sec): 2 clusters
  Score: Raw -40274822.042346 + Penalty 2072.750385 = -40272749.291961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13411.650000 sec): 3 clusters
  Score: Raw -40043009.869162 + Penalty 4145.500770 = -40038864.368392
  nChanged 168950
		SP:Iteration 1F (13412.580000 sec): 3 clusters
  Score: Raw -40145793.844852 + Penalty 4145.500770 = -40141648.344082
  nChanged 12880
		SP:Iteration 2Q (13413.530000 sec): 3 clusters
  Score: Raw -40150129.395269 + Penalty 4145.500770 = -40145983.894500
  nChanged 17164
		SP:Iteration 3Q (13414.480000 sec): 3 clusters
  Score: Raw -40157986.461193 + Penalty 4145.500770 = -40153840.960423
  nChanged 22109
		SP:Iteration 4F (13415.390000 sec): 3 clusters
  Score: Raw -40171019.198804 + Penalty 4145.500770 = -40166873.698035
  nChanged 26314
		SP:Iteration 5F (13416.310000 sec): 3 clusters
  Score: Raw -40189876.525341 + Penalty 4145.500770 = -40185731.024571
  nChanged 27319
		SP:Iteration 6F (13417.230000 sec): 3 clusters
  Score: Raw -40211832.756563 + Penalty 4145.500770 = -40207687.255793
  nChanged 24617
		SP:Iteration 7F (13418.140000 sec): 3 clusters
  Score: Raw -40233031.461780 + Penalty 4145.500770 = -40228885.961010
  nChanged 19531
		SP:Iteration 8F (13419.070000 sec): 3 clusters
  Score: Raw -40250282.407150 + Penalty 4145.500770 = -40246136.906380
  nChanged 13487
		SP:Iteration 9Q (13419.960000 sec): 3 clusters
  Score: Raw -40262131.278699 + Penalty 4145.500770 = -40257985.777930
  nChanged 8184
		SP:Iteration 10Q (13420.790000 sec): 3 clusters
  Score: Raw -40269045.555890 + Penalty 4145.500770 = -40264900.055121
  nChanged 4331
		SP:Iteration 11Q (13421.550000 sec): 3 clusters
  Score: Raw -40272496.660330 + Penalty 4145.500770 = -40268351.159561
  nChanged 2024
		SP:Iteration 12Q (13422.260000 sec): 3 clusters
  Score: Raw -40273989.038951 + Penalty 4145.500770 = -40269843.538182
  nChanged 877
		SP:Iteration 13Q (13422.940000 sec): 3 clusters
  Score: Raw -40274594.520567 + Penalty 4145.500770 = -40270449.019797
  nChanged 402
		SP:Iteration 14Q (13423.600000 sec): 3 clusters
  Score: Raw -40274887.398438 + Penalty 4145.500770 = -40270741.897669
  nChanged 194
		SP:Iteration 15Q (13424.250000 sec): 3 clusters
  Score: Raw -40275023.090371 + Penalty 4145.500770 = -40270877.589601
  nChanged 101
		SP:Iteration 16Q (13424.900000 sec): 3 clusters
  Score: Raw -40275088.244224 + Penalty 4145.500770 = -40270942.743454
  nChanged 68
		SP:Iteration 17Q (13425.550000 sec): 3 clusters
  Score: Raw -40275141.410644 + Penalty 4145.500770 = -40270995.909874
  nChanged 52
		SP:Iteration 18Q (13426.190000 sec): 3 clusters
  Score: Raw -40275184.545330 + Penalty 4145.500770 = -40271039.044560
  nChanged 34
		SP:Iteration 19Q (13426.830000 sec): 3 clusters
  Score: Raw -40275208.393923 + Penalty 4145.500770 = -40271062.893154
  nChanged 24
		SP:Iteration 20F (13427.740000 sec): 3 clusters
  Score: Raw -40275225.609292 + Penalty 4145.500770 = -40271080.108522
  nChanged 20
		SP:Iteration 21Q (13428.390000 sec): 3 clusters
  Score: Raw -40275241.118965 + Penalty 4145.500770 = -40271095.618195
  nChanged 15
		SP:Iteration 22Q (13429.040000 sec): 3 clusters
  Score: Raw -40275250.327498 + Penalty 4145.500770 = -40271104.826728
  nChanged 14
		SP:Iteration 23Q (13429.680000 sec): 3 clusters
  Score: Raw -40275257.177552 + Penalty 4145.500770 = -40271111.676782
  nChanged 8
		SP:Iteration 24Q (13430.320000 sec): 3 clusters
  Score: Raw -40275261.823805 + Penalty 4145.500770 = -40271116.323035
  nChanged 5
		SP:Iteration 25Q (13430.960000 sec): 3 clusters
  Score: Raw -40275264.605739 + Penalty 4145.500770 = -40271119.104969
  nChanged 7
		SP:Iteration 26Q (13431.600000 sec): 3 clusters
  Score: Raw -40275269.198427 + Penalty 4145.500770 = -40271123.697657
  nChanged 7
		SP:Iteration 27Q (13432.240000 sec): 3 clusters
  Score: Raw -40275272.820280 + Penalty 4145.500770 = -40271127.319511
  nChanged 3
		SP:Iteration 28Q (13432.900000 sec): 3 clusters
  Score: Raw -40275276.161762 + Penalty 4145.500770 = -40271130.660993
  nChanged 5
		SP:Iteration 29Q (13433.560000 sec): 3 clusters
  Score: Raw -40275278.661170 + Penalty 4145.500770 = -40271133.160400
  nChanged 3
		SP:Iteration 30Q (13434.210000 sec): 3 clusters
  Score: Raw -40275281.674159 + Penalty 4145.500770 = -40271136.173389
  nChanged 6
		SP:Iteration 31Q (13434.870000 sec): 3 clusters
  Score: Raw -40275285.396803 + Penalty 4145.500770 = -40271139.896034
  nChanged 4
		SP:Iteration 32Q (13435.540000 sec): 3 clusters
  Score: Raw -40275286.851093 + Penalty 4145.500770 = -40271141.350323
  nChanged 0
		SP:Iteration 33F (13436.470000 sec): 3 clusters
  Score: Raw -40275286.851093 + Penalty 4145.500770 = -40271141.350323
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13436.690000 sec): 2 clusters
  Score: Raw -911704.133442 + Penalty 1464.788349 = -910239.345093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13436.710000 sec): 3 clusters
  Score: Raw -907178.772384 + Penalty 2929.576699 = -904249.195686
  nChanged 3488
		SP:Iteration 1F (13436.740000 sec): 3 clusters
  Score: Raw -909060.076211 + Penalty 2929.576699 = -906130.499513
  nChanged 567
		SP:Iteration 2F (13436.760000 sec): 3 clusters
  Score: Raw -909359.317106 + Penalty 2929.576699 = -906429.740407
  nChanged 496
		SP:Iteration 3F (13436.780000 sec): 3 clusters
  Score: Raw -909628.973771 + Penalty 2929.576699 = -906699.397072
  nChanged 456
		SP:Iteration 4F (13436.800000 sec): 3 clusters
  Score: Raw -909892.966388 + Penalty 2929.576699 = -906963.389690
  nChanged 436
		SP:Iteration 5F (13436.820000 sec): 3 clusters
  Score: Raw -910162.368380 + Penalty 2929.576699 = -907232.791681
  nChanged 429
		SP:Iteration 6F (13436.840000 sec): 3 clusters
  Score: Raw -910445.428240 + Penalty 2929.576699 = -907515.851542
  nChanged 379
		SP:Iteration 7Q (13436.860000 sec): 3 clusters
  Score: Raw -910704.193458 + Penalty 2929.576699 = -907774.616759
  nChanged 362
		SP:Iteration 8Q (13436.880000 sec): 3 clusters
  Score: Raw -910950.417468 + Penalty 2929.576699 = -908020.840770
  nChanged 354
		SP:Iteration 9Q (13436.900000 sec): 3 clusters
  Score: Raw -911179.447850 + Penalty 2929.576699 = -908249.871152
  nChanged 291
		SP:Iteration 10Q (13436.920000 sec): 3 clusters
  Score: Raw -911326.779580 + Penalty 2929.576699 = -908397.202882
  nChanged 206
		SP:Iteration 11Q (13436.940000 sec): 3 clusters
  Score: Raw -911424.934160 + Penalty 2929.576699 = -908495.357462
  nChanged 185
		SP:Iteration 12Q (13436.960000 sec): 3 clusters
  Score: Raw -911515.473893 + Penalty 2929.576699 = -908585.897195
  nChanged 151
		SP:Iteration 13Q (13436.980000 sec): 3 clusters
  Score: Raw -911577.085652 + Penalty 2929.576699 = -908647.508953
  nChanged 127
		SP:Iteration 14Q (13437.000000 sec): 3 clusters
  Score: Raw -911622.848122 + Penalty 2929.576699 = -908693.271423
  nChanged 93
		SP:Iteration 15Q (13437.020000 sec): 3 clusters
  Score: Raw -911652.999677 + Penalty 2929.576699 = -908723.422978
  nChanged 83
		SP:Iteration 16Q (13437.040000 sec): 3 clusters
  Score: Raw -911677.434133 + Penalty 2929.576699 = -908747.857434
  nChanged 77
		SP:Iteration 17Q (13437.060000 sec): 3 clusters
  Score: Raw -911698.212199 + Penalty 2929.576699 = -908768.635501
  nChanged 62
		SP:Iteration 18Q (13437.080000 sec): 3 clusters
  Score: Raw -911712.516316 + Penalty 2929.576699 = -908782.939617
  nChanged 44
		SP:Iteration 19Q (13437.100000 sec): 3 clusters
  Score: Raw -911724.002263 + Penalty 2929.576699 = -908794.425564
  nChanged 40
		SP:Iteration 20F (13437.120000 sec): 3 clusters
  Score: Raw -911734.122467 + Penalty 2929.576699 = -908804.545768
  nChanged 38
		SP:Iteration 21Q (13437.140000 sec): 3 clusters
  Score: Raw -911741.844824 + Penalty 2929.576699 = -908812.268125
  nChanged 35
		SP:Iteration 22Q (13437.160000 sec): 3 clusters
  Score: Raw -911749.576470 + Penalty 2929.576699 = -908819.999772
  nChanged 30
		SP:Iteration 23Q (13437.180000 sec): 3 clusters
  Score: Raw -911757.092963 + Penalty 2929.576699 = -908827.516265
  nChanged 38
		SP:Iteration 24Q (13437.200000 sec): 3 clusters
  Score: Raw -911764.204430 + Penalty 2929.576699 = -908834.627731
  nChanged 24
		SP:Iteration 25Q (13437.220000 sec): 3 clusters
  Score: Raw -911768.707424 + Penalty 2929.576699 = -908839.130726
  nChanged 27
		SP:Iteration 26Q (13437.240000 sec): 3 clusters
  Score: Raw -911772.728973 + Penalty 2929.576699 = -908843.152275
  nChanged 23
		SP:Iteration 27Q (13437.260000 sec): 3 clusters
  Score: Raw -911775.756708 + Penalty 2929.576699 = -908846.180009
  nChanged 17
		SP:Iteration 28Q (13437.280000 sec): 3 clusters
  Score: Raw -911778.478884 + Penalty 2929.576699 = -908848.902185
  nChanged 23
		SP:Iteration 29Q (13437.300000 sec): 3 clusters
  Score: Raw -911782.298807 + Penalty 2929.576699 = -908852.722109
  nChanged 19
		SP:Iteration 30Q (13437.320000 sec): 3 clusters
  Score: Raw -911785.395912 + Penalty 2929.576699 = -908855.819213
  nChanged 21
		SP:Iteration 31Q (13437.330000 sec): 3 clusters
  Score: Raw -911790.028440 + Penalty 2929.576699 = -908860.451741
  nChanged 22
		SP:Iteration 32Q (13437.350000 sec): 3 clusters
  Score: Raw -911793.744753 + Penalty 2929.576699 = -908864.168054
  nChanged 25
		SP:Iteration 33Q (13437.370000 sec): 3 clusters
  Score: Raw -911797.802360 + Penalty 2929.576699 = -908868.225662
  nChanged 15
		SP:Iteration 34Q (13437.390000 sec): 3 clusters
  Score: Raw -911799.669748 + Penalty 2929.576699 = -908870.093049
  nChanged 11
		SP:Iteration 35Q (13437.410000 sec): 3 clusters
  Score: Raw -911801.060774 + Penalty 2929.576699 = -908871.484075
  nChanged 7
		SP:Iteration 36Q (13437.430000 sec): 3 clusters
  Score: Raw -911802.243537 + Penalty 2929.576699 = -908872.666839
  nChanged 7
		SP:Iteration 37Q (13437.450000 sec): 3 clusters
  Score: Raw -911803.053865 + Penalty 2929.576699 = -908873.477166
  nChanged 9
		SP:Iteration 38Q (13437.470000 sec): 3 clusters
  Score: Raw -911804.234184 + Penalty 2929.576699 = -908874.657486
  nChanged 8
		SP:Iteration 39Q (13437.490000 sec): 3 clusters
  Score: Raw -911804.959643 + Penalty 2929.576699 = -908875.382944
  nChanged 7
		SP:Iteration 40F (13437.510000 sec): 3 clusters
  Score: Raw -911805.588259 + Penalty 2929.576699 = -908876.011560
  nChanged 10
		SP:Iteration 41Q (13437.530000 sec): 3 clusters
  Score: Raw -911806.642655 + Penalty 2929.576699 = -908877.065957
  nChanged 7
		SP:Iteration 42Q (13437.550000 sec): 3 clusters
  Score: Raw -911807.343972 + Penalty 2929.576699 = -908877.767273
  nChanged 8
		SP:Iteration 43Q (13437.570000 sec): 3 clusters
  Score: Raw -911808.374028 + Penalty 2929.576699 = -908878.797329
  nChanged 6
		SP:Iteration 44Q (13437.590000 sec): 3 clusters
  Score: Raw -911809.332446 + Penalty 2929.576699 = -908879.755748
  nChanged 5
		SP:Iteration 45Q (13437.610000 sec): 3 clusters
  Score: Raw -911809.847656 + Penalty 2929.576699 = -908880.270957
  nChanged 6
		SP:Iteration 46Q (13437.630000 sec): 3 clusters
  Score: Raw -911810.323291 + Penalty 2929.576699 = -908880.746592
  nChanged 8
		SP:Iteration 47Q (13437.650000 sec): 3 clusters
  Score: Raw -911811.217139 + Penalty 2929.576699 = -908881.640441
  nChanged 7
		SP:Iteration 48Q (13437.660000 sec): 3 clusters
  Score: Raw -911812.331493 + Penalty 2929.576699 = -908882.754795
  nChanged 3
		SP:Iteration 49Q (13437.680000 sec): 3 clusters
  Score: Raw -911813.267877 + Penalty 2929.576699 = -908883.691178
  nChanged 6
		SP:Iteration 50Q (13437.700000 sec): 3 clusters
  Score: Raw -911814.923536 + Penalty 2929.576699 = -908885.346837
  nChanged 7
		SP:Iteration 51Q (13437.720000 sec): 3 clusters
  Score: Raw -911815.992671 + Penalty 2929.576699 = -908886.415972
  nChanged 6
		SP:Iteration 52Q (13437.740000 sec): 3 clusters
  Score: Raw -911816.656572 + Penalty 2929.576699 = -908887.079873
  nChanged 8
		SP:Iteration 53Q (13437.760000 sec): 3 clusters
  Score: Raw -911817.678559 + Penalty 2929.576699 = -908888.101861
  nChanged 8
		SP:Iteration 54Q (13437.780000 sec): 3 clusters
  Score: Raw -911818.714291 + Penalty 2929.576699 = -908889.137592
  nChanged 9
		SP:Iteration 55Q (13437.800000 sec): 3 clusters
  Score: Raw -911820.470801 + Penalty 2929.576699 = -908890.894102
  nChanged 10
		SP:Iteration 56Q (13437.820000 sec): 3 clusters
  Score: Raw -911822.110438 + Penalty 2929.576699 = -908892.533740
  nChanged 10
		SP:Iteration 57Q (13437.840000 sec): 3 clusters
  Score: Raw -911823.270184 + Penalty 2929.576699 = -908893.693485
  nChanged 6
		SP:Iteration 58Q (13437.850000 sec): 3 clusters
  Score: Raw -911823.847050 + Penalty 2929.576699 = -908894.270351
  nChanged 3
		SP:Iteration 59Q (13437.870000 sec): 3 clusters
  Score: Raw -911824.122586 + Penalty 2929.576699 = -908894.545887
  nChanged 2
		SP:Iteration 60F (13437.890000 sec): 3 clusters
  Score: Raw -911824.427220 + Penalty 2929.576699 = -908894.850522
  nChanged 3
		SP:Iteration 61Q (13437.910000 sec): 3 clusters
  Score: Raw -911825.127931 + Penalty 2929.576699 = -908895.551232
  nChanged 4
		SP:Iteration 62Q (13437.930000 sec): 3 clusters
  Score: Raw -911825.810840 + Penalty 2929.576699 = -908896.234141
  nChanged 5
		SP:Iteration 63Q (13437.950000 sec): 3 clusters
  Score: Raw -911826.748766 + Penalty 2929.576699 = -908897.172067
  nChanged 4
		SP:Iteration 64Q (13437.970000 sec): 3 clusters
  Score: Raw -911827.059797 + Penalty 2929.576699 = -908897.483099
  nChanged 1
		SP:Iteration 65Q (13437.990000 sec): 3 clusters
  Score: Raw -911827.124103 + Penalty 2929.576699 = -908897.547405
  nChanged 0
		SP:Iteration 66F (13438.010000 sec): 3 clusters
  Score: Raw -911827.124103 + Penalty 2929.576699 = -908897.547405
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13438.020000 sec): 2 clusters
  Score: Raw -234053.361232 + Penalty 1246.065228 = -232807.296005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13438.030000 sec): 3 clusters
  Score: Raw -233120.554544 + Penalty 2492.130455 = -230628.424088
  nChanged 796
		SP:Iteration 1F (13438.030000 sec): 3 clusters
  Score: Raw -233611.802241 + Penalty 2492.130455 = -231119.671786
  nChanged 182
		SP:Iteration 2F (13438.040000 sec): 3 clusters
  Score: Raw -233741.989386 + Penalty 2492.130455 = -231249.858930
  nChanged 111
		SP:Iteration 3F (13438.050000 sec): 3 clusters
  Score: Raw -233814.537922 + Penalty 2492.130455 = -231322.407467
  nChanged 66
		SP:Iteration 4Q (13438.050000 sec): 3 clusters
  Score: Raw -233857.204413 + Penalty 2492.130455 = -231365.073958
  nChanged 52
		SP:Iteration 5Q (13438.050000 sec): 3 clusters
  Score: Raw -233887.207856 + Penalty 2492.130455 = -231395.077401
  nChanged 48
		SP:Iteration 6Q (13438.060000 sec): 3 clusters
  Score: Raw -233912.583042 + Penalty 2492.130455 = -231420.452587
  nChanged 37
		SP:Iteration 7Q (13438.060000 sec): 3 clusters
  Score: Raw -233932.026497 + Penalty 2492.130455 = -231439.896042
  nChanged 43
		SP:Iteration 8Q (13438.070000 sec): 3 clusters
  Score: Raw -233957.255089 + Penalty 2492.130455 = -231465.124633
  nChanged 44
		SP:Iteration 9Q (13438.070000 sec): 3 clusters
  Score: Raw -233984.073464 + Penalty 2492.130455 = -231491.943008
  nChanged 37
		SP:Iteration 10Q (13438.080000 sec): 3 clusters
  Score: Raw -234006.013754 + Penalty 2492.130455 = -231513.883298
  nChanged 29
		SP:Iteration 11Q (13438.080000 sec): 3 clusters
  Score: Raw -234022.132652 + Penalty 2492.130455 = -231530.002197
  nChanged 23
		SP:Iteration 12Q (13438.090000 sec): 3 clusters
  Score: Raw -234033.482853 + Penalty 2492.130455 = -231541.352398
  nChanged 19
		SP:Iteration 13Q (13438.090000 sec): 3 clusters
  Score: Raw -234043.070793 + Penalty 2492.130455 = -231550.940337
  nChanged 12
		SP:Iteration 14Q (13438.100000 sec): 3 clusters
  Score: Raw -234047.421460 + Penalty 2492.130455 = -231555.291004
  nChanged 7
		SP:Iteration 15Q (13438.100000 sec): 3 clusters
  Score: Raw -234049.937030 + Penalty 2492.130455 = -231557.806575
  nChanged 6
		SP:Iteration 16Q (13438.110000 sec): 3 clusters
  Score: Raw -234052.403465 + Penalty 2492.130455 = -231560.273010
  nChanged 8
		SP:Iteration 17Q (13438.110000 sec): 3 clusters
  Score: Raw -234055.360000 + Penalty 2492.130455 = -231563.229545
  nChanged 8
		SP:Iteration 18Q (13438.120000 sec): 3 clusters
  Score: Raw -234059.005414 + Penalty 2492.130455 = -231566.874958
  nChanged 5
		SP:Iteration 19Q (13438.130000 sec): 3 clusters
  Score: Raw -234060.339422 + Penalty 2492.130455 = -231568.208966
  nChanged 6
		SP:Iteration 20F (13438.130000 sec): 3 clusters
  Score: Raw -234061.500137 + Penalty 2492.130455 = -231569.369681
  nChanged 3
		SP:Iteration 21Q (13438.130000 sec): 3 clusters
  Score: Raw -234062.321010 + Penalty 2492.130455 = -231570.190554
  nChanged 2
		SP:Iteration 22Q (13438.140000 sec): 3 clusters
  Score: Raw -234062.567325 + Penalty 2492.130455 = -231570.436870
  nChanged 2
		SP:Iteration 23Q (13438.150000 sec): 3 clusters
  Score: Raw -234062.819533 + Penalty 2492.130455 = -231570.689077
  nChanged 2
		SP:Iteration 24Q (13438.150000 sec): 3 clusters
  Score: Raw -234063.454953 + Penalty 2492.130455 = -231571.324498
  nChanged 2
		SP:Iteration 25Q (13438.150000 sec): 3 clusters
  Score: Raw -234063.886845 + Penalty 2492.130455 = -231571.756390
  nChanged 2
		SP:Iteration 26Q (13438.160000 sec): 3 clusters
  Score: Raw -234064.441583 + Penalty 2492.130455 = -231572.311128
  nChanged 2
		SP:Iteration 27Q (13438.170000 sec): 3 clusters
  Score: Raw -234065.093510 + Penalty 2492.130455 = -231572.963055
  nChanged 3
		SP:Iteration 28Q (13438.170000 sec): 3 clusters
  Score: Raw -234065.788859 + Penalty 2492.130455 = -231573.658403
  nChanged 2
		SP:Iteration 29Q (13438.180000 sec): 3 clusters
  Score: Raw -234066.500161 + Penalty 2492.130455 = -231574.369706
  nChanged 2
		SP:Iteration 30Q (13438.180000 sec): 3 clusters
  Score: Raw -234066.992477 + Penalty 2492.130455 = -231574.862022
  nChanged 3
		SP:Iteration 31Q (13438.190000 sec): 3 clusters
  Score: Raw -234067.861586 + Penalty 2492.130455 = -231575.731130
  nChanged 0
		SP:Iteration 32F (13438.190000 sec): 3 clusters
  Score: Raw -234067.861586 + Penalty 2492.130455 = -231575.731130
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13438.210000 sec): 2 clusters
  Score: Raw -787779.945809 + Penalty 1424.082467 = -786355.863342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13438.230000 sec): 3 clusters
  Score: Raw -784276.899217 + Penalty 2848.164933 = -781428.734284
  nChanged 2698
		SP:Iteration 1F (13438.250000 sec): 3 clusters
  Score: Raw -785789.735366 + Penalty 2848.164933 = -782941.570433
  nChanged 425
		SP:Iteration 2F (13438.260000 sec): 3 clusters
  Score: Raw -786025.111073 + Penalty 2848.164933 = -783176.946140
  nChanged 359
		SP:Iteration 3F (13438.280000 sec): 3 clusters
  Score: Raw -786234.724942 + Penalty 2848.164933 = -783386.560009
  nChanged 344
		SP:Iteration 4F (13438.290000 sec): 3 clusters
  Score: Raw -786451.466993 + Penalty 2848.164933 = -783603.302059
  nChanged 342
		SP:Iteration 5F (13438.310000 sec): 3 clusters
  Score: Raw -786650.634442 + Penalty 2848.164933 = -783802.469509
  nChanged 345
		SP:Iteration 6F (13438.330000 sec): 3 clusters
  Score: Raw -786864.230821 + Penalty 2848.164933 = -784016.065888
  nChanged 316
		SP:Iteration 7Q (13438.340000 sec): 3 clusters
  Score: Raw -787081.048636 + Penalty 2848.164933 = -784232.883703
  nChanged 316
		SP:Iteration 8Q (13438.360000 sec): 3 clusters
  Score: Raw -787309.254775 + Penalty 2848.164933 = -784461.089842
  nChanged 286
		SP:Iteration 9Q (13438.370000 sec): 3 clusters
  Score: Raw -787537.689817 + Penalty 2848.164933 = -784689.524884
  nChanged 241
		SP:Iteration 10Q (13438.390000 sec): 3 clusters
  Score: Raw -787764.041091 + Penalty 2848.164933 = -784915.876158
  nChanged 195
		SP:Iteration 11Q (13438.400000 sec): 3 clusters
  Score: Raw -787964.047380 + Penalty 2848.164933 = -785115.882447
  nChanged 130
		SP:Iteration 12Q (13438.420000 sec): 3 clusters
  Score: Raw -788095.563403 + Penalty 2848.164933 = -785247.398470
  nChanged 78
		SP:Iteration 13Q (13438.430000 sec): 3 clusters
  Score: Raw -788165.772724 + Penalty 2848.164933 = -785317.607791
  nChanged 46
		SP:Iteration 14Q (13438.450000 sec): 3 clusters
  Score: Raw -788202.915668 + Penalty 2848.164933 = -785354.750735
  nChanged 31
		SP:Iteration 15Q (13438.460000 sec): 3 clusters
  Score: Raw -788228.306428 + Penalty 2848.164933 = -785380.141495
  nChanged 19
		SP:Iteration 16Q (13438.470000 sec): 3 clusters
  Score: Raw -788258.448929 + Penalty 2848.164933 = -785410.283996
  nChanged 22
		SP:Iteration 17Q (13438.490000 sec): 3 clusters
  Score: Raw -788306.850067 + Penalty 2848.164933 = -785458.685134
  nChanged 21
		SP:Iteration 18Q (13438.500000 sec): 3 clusters
  Score: Raw -788358.594890 + Penalty 2848.164933 = -785510.429957
  nChanged 24
		SP:Iteration 19Q (13438.510000 sec): 3 clusters
  Score: Raw -788396.997461 + Penalty 2848.164933 = -785548.832528
  nChanged 23
		SP:Iteration 20F (13438.530000 sec): 3 clusters
  Score: Raw -788456.324626 + Penalty 2848.164933 = -785608.159693
  nChanged 22
		SP:Iteration 21Q (13438.540000 sec): 3 clusters
  Score: Raw -788490.091174 + Penalty 2848.164933 = -785641.926241
  nChanged 11
		SP:Iteration 22Q (13438.550000 sec): 3 clusters
  Score: Raw -788501.999785 + Penalty 2848.164933 = -785653.834852
  nChanged 9
		SP:Iteration 23Q (13438.560000 sec): 3 clusters
  Score: Raw -788510.264743 + Penalty 2848.164933 = -785662.099810
  nChanged 7
		SP:Iteration 24Q (13438.570000 sec): 3 clusters
  Score: Raw -788517.258618 + Penalty 2848.164933 = -785669.093684
  nChanged 3
		SP:Iteration 25Q (13438.580000 sec): 3 clusters
  Score: Raw -788518.995943 + Penalty 2848.164933 = -785670.831010
  nChanged 0
		SP:Iteration 26F (13438.600000 sec): 3 clusters
  Score: Raw -788518.995943 + Penalty 2848.164933 = -785670.831010
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13438.610000 sec): 2 clusters
  Score: Raw -161467.117423 + Penalty 1179.033582 = -160288.083841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13438.610000 sec): 3 clusters
  Score: Raw -160911.372906 + Penalty 2358.067164 = -158553.305742
  nChanged 485
		SP:Iteration 1F (13438.610000 sec): 3 clusters
  Score: Raw -161278.414995 + Penalty 2358.067164 = -158920.347831
  nChanged 115
		SP:Iteration 2F (13438.620000 sec): 3 clusters
  Score: Raw -161379.564011 + Penalty 2358.067164 = -159021.496847
  nChanged 59
		SP:Iteration 3Q (13438.620000 sec): 3 clusters
  Score: Raw -161426.704331 + Penalty 2358.067164 = -159068.637167
  nChanged 34
		SP:Iteration 4Q (13438.630000 sec): 3 clusters
  Score: Raw -161451.050425 + Penalty 2358.067164 = -159092.983261
  nChanged 28
		SP:Iteration 5Q (13438.630000 sec): 3 clusters
  Score: Raw -161473.037702 + Penalty 2358.067164 = -159114.970538
  nChanged 16
		SP:Iteration 6Q (13438.630000 sec): 3 clusters
  Score: Raw -161481.655001 + Penalty 2358.067164 = -159123.587837
  nChanged 14
		SP:Iteration 7Q (13438.630000 sec): 3 clusters
  Score: Raw -161490.907693 + Penalty 2358.067164 = -159132.840529
  nChanged 12
		SP:Iteration 8Q (13438.640000 sec): 3 clusters
  Score: Raw -161496.991847 + Penalty 2358.067164 = -159138.924683
  nChanged 10
		SP:Iteration 9Q (13438.640000 sec): 3 clusters
  Score: Raw -161501.872634 + Penalty 2358.067164 = -159143.805470
  nChanged 7
		SP:Iteration 10Q (13438.650000 sec): 3 clusters
  Score: Raw -161505.308898 + Penalty 2358.067164 = -159147.241734
  nChanged 5
		SP:Iteration 11Q (13438.650000 sec): 3 clusters
  Score: Raw -161507.623601 + Penalty 2358.067164 = -159149.556437
  nChanged 2
		SP:Iteration 12Q (13438.650000 sec): 3 clusters
  Score: Raw -161508.542039 + Penalty 2358.067164 = -159150.474875
  nChanged 0
		SP:Iteration 13F (13438.660000 sec): 3 clusters
  Score: Raw -161508.542039 + Penalty 2358.067164 = -159150.474875
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13438.660000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13438.660000 sec): 3 clusters
  Score: Raw -35623.381952 + Penalty 1891.526952 = -33731.855000
  nChanged 62
		SP:Iteration 1F (13438.660000 sec): 3 clusters
  Score: Raw -35745.470169 + Penalty 1891.526952 = -33853.943216
  nChanged 25
		SP:Iteration 2F (13438.670000 sec): 3 clusters
  Score: Raw -35798.154956 + Penalty 1891.526952 = -33906.628004
  nChanged 6
		SP:Iteration 3Q (13438.670000 sec): 3 clusters
  Score: Raw -35816.793703 + Penalty 1891.526952 = -33925.266751
  nChanged 5
		SP:Iteration 4Q (13438.670000 sec): 3 clusters
  Score: Raw -35829.677584 + Penalty 1891.526952 = -33938.150632
  nChanged 2
		SP:Iteration 5Q (13438.670000 sec): 3 clusters
  Score: Raw -35833.951054 + Penalty 1891.526952 = -33942.424101
  nChanged 3
		SP:Iteration 6Q (13438.670000 sec): 3 clusters
  Score: Raw -35841.755104 + Penalty 1891.526952 = -33950.228151
  nChanged 4
		SP:Iteration 7Q (13438.670000 sec): 3 clusters
  Score: Raw -35848.082542 + Penalty 1891.526952 = -33956.555590
  nChanged 2
		SP:Iteration 8Q (13438.670000 sec): 3 clusters
  Score: Raw -35852.821332 + Penalty 1891.526952 = -33961.294379
  nChanged 0
		SP:Iteration 9F (13438.670000 sec): 3 clusters
  Score: Raw -35852.821332 + Penalty 1891.526952 = -33961.294379
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (12885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13438.710000 sec): 2 clusters
  Score: Raw -1480161.537476 + Penalty 1537.870608 = -1478623.666869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13438.750000 sec): 3 clusters
  Score: Raw -1472731.874302 + Penalty 3075.741215 = -1469656.133087
  nChanged 5679
		SP:Iteration 1F (13438.780000 sec): 3 clusters
  Score: Raw -1475733.311832 + Penalty 3075.741215 = -1472657.570617
  nChanged 748
		SP:Iteration 2F (13438.810000 sec): 3 clusters
  Score: Raw -1476049.215844 + Penalty 3075.741215 = -1472973.474629
  nChanged 707
		SP:Iteration 3F (13438.840000 sec): 3 clusters
  Score: Raw -1476348.251776 + Penalty 3075.741215 = -1473272.510561
  nChanged 650
		SP:Iteration 4F (13438.880000 sec): 3 clusters
  Score: Raw -1476659.884947 + Penalty 3075.741215 = -1473584.143732
  nChanged 619
		SP:Iteration 5Q (13438.910000 sec): 3 clusters
  Score: Raw -1476985.973151 + Penalty 3075.741215 = -1473910.231936
  nChanged 667
		SP:Iteration 6F (13438.940000 sec): 3 clusters
  Score: Raw -1477300.151358 + Penalty 3075.741215 = -1474224.410143
  nChanged 591
		SP:Iteration 7Q (13438.970000 sec): 3 clusters
  Score: Raw -1477567.988807 + Penalty 3075.741215 = -1474492.247592
  nChanged 517
		SP:Iteration 8Q (13439.010000 sec): 3 clusters
  Score: Raw -1477805.132839 + Penalty 3075.741215 = -1474729.391624
  nChanged 471
		SP:Iteration 9Q (13439.040000 sec): 3 clusters
  Score: Raw -1478000.647373 + Penalty 3075.741215 = -1474924.906158
  nChanged 428
		SP:Iteration 10Q (13439.070000 sec): 3 clusters
  Score: Raw -1478158.512997 + Penalty 3075.741215 = -1475082.771782
  nChanged 349
		SP:Iteration 11Q (13439.100000 sec): 3 clusters
  Score: Raw -1478272.365575 + Penalty 3075.741215 = -1475196.624360
  nChanged 279
		SP:Iteration 12Q (13439.130000 sec): 3 clusters
  Score: Raw -1478349.264041 + Penalty 3075.741215 = -1475273.522826
  nChanged 225
		SP:Iteration 13Q (13439.170000 sec): 3 clusters
  Score: Raw -1478401.195229 + Penalty 3075.741215 = -1475325.454014
  nChanged 203
		SP:Iteration 14Q (13439.200000 sec): 3 clusters
  Score: Raw -1478438.875231 + Penalty 3075.741215 = -1475363.134016
  nChanged 142
		SP:Iteration 15Q (13439.230000 sec): 3 clusters
  Score: Raw -1478461.164596 + Penalty 3075.741215 = -1475385.423381
  nChanged 111
		SP:Iteration 16Q (13439.260000 sec): 3 clusters
  Score: Raw -1478478.294758 + Penalty 3075.741215 = -1475402.553543
  nChanged 96
		SP:Iteration 17Q (13439.290000 sec): 3 clusters
  Score: Raw -1478493.718260 + Penalty 3075.741215 = -1475417.977045
  nChanged 109
		SP:Iteration 18Q (13439.320000 sec): 3 clusters
  Score: Raw -1478512.150625 + Penalty 3075.741215 = -1475436.409410
  nChanged 87
		SP:Iteration 19Q (13439.350000 sec): 3 clusters
  Score: Raw -1478525.922428 + Penalty 3075.741215 = -1475450.181213
  nChanged 80
		SP:Iteration 20F (13439.390000 sec): 3 clusters
  Score: Raw -1478538.662927 + Penalty 3075.741215 = -1475462.921712
  nChanged 80
		SP:Iteration 21Q (13439.420000 sec): 3 clusters
  Score: Raw -1478550.165887 + Penalty 3075.741215 = -1475474.424672
  nChanged 78
		SP:Iteration 22Q (13439.450000 sec): 3 clusters
  Score: Raw -1478560.322321 + Penalty 3075.741215 = -1475484.581106
  nChanged 62
		SP:Iteration 23Q (13439.480000 sec): 3 clusters
  Score: Raw -1478567.781099 + Penalty 3075.741215 = -1475492.039884
  nChanged 52
		SP:Iteration 24Q (13439.510000 sec): 3 clusters
  Score: Raw -1478576.276423 + Penalty 3075.741215 = -1475500.535208
  nChanged 60
		SP:Iteration 25Q (13439.550000 sec): 3 clusters
  Score: Raw -1478583.201766 + Penalty 3075.741215 = -1475507.460551
  nChanged 54
		SP:Iteration 26Q (13439.580000 sec): 3 clusters
  Score: Raw -1478589.900120 + Penalty 3075.741215 = -1475514.158905
  nChanged 61
		SP:Iteration 27Q (13439.610000 sec): 3 clusters
  Score: Raw -1478597.830372 + Penalty 3075.741215 = -1475522.089157
  nChanged 49
		SP:Iteration 28Q (13439.640000 sec): 3 clusters
  Score: Raw -1478603.404160 + Penalty 3075.741215 = -1475527.662945
  nChanged 50
		SP:Iteration 29Q (13439.670000 sec): 3 clusters
  Score: Raw -1478608.376486 + Penalty 3075.741215 = -1475532.635271
  nChanged 36
		SP:Iteration 30Q (13439.700000 sec): 3 clusters
  Score: Raw -1478612.346363 + Penalty 3075.741215 = -1475536.605148
  nChanged 40
		SP:Iteration 31Q (13439.730000 sec): 3 clusters
  Score: Raw -1478617.293186 + Penalty 3075.741215 = -1475541.551971
  nChanged 42
		SP:Iteration 32Q (13439.770000 sec): 3 clusters
  Score: Raw -1478621.603740 + Penalty 3075.741215 = -1475545.862525
  nChanged 45
		SP:Iteration 33Q (13439.800000 sec): 3 clusters
  Score: Raw -1478627.739342 + Penalty 3075.741215 = -1475551.998127
  nChanged 46
		SP:Iteration 34Q (13439.830000 sec): 3 clusters
  Score: Raw -1478632.738998 + Penalty 3075.741215 = -1475556.997783
  nChanged 50
		SP:Iteration 35Q (13439.860000 sec): 3 clusters
  Score: Raw -1478638.087158 + Penalty 3075.741215 = -1475562.345943
  nChanged 46
		SP:Iteration 36Q (13439.890000 sec): 3 clusters
  Score: Raw -1478644.601331 + Penalty 3075.741215 = -1475568.860116
  nChanged 64
		SP:Iteration 37Q (13439.920000 sec): 3 clusters
  Score: Raw -1478653.141737 + Penalty 3075.741215 = -1475577.400522
  nChanged 62
		SP:Iteration 38Q (13439.950000 sec): 3 clusters
  Score: Raw -1478663.970295 + Penalty 3075.741215 = -1475588.229080
  nChanged 87
		SP:Iteration 39Q (13439.990000 sec): 3 clusters
  Score: Raw -1478678.540546 + Penalty 3075.741215 = -1475602.799331
  nChanged 99
		SP:Iteration 40F (13440.020000 sec): 3 clusters
  Score: Raw -1478695.743127 + Penalty 3075.741215 = -1475620.001912
  nChanged 91
		SP:Iteration 41Q (13440.050000 sec): 3 clusters
  Score: Raw -1478707.798800 + Penalty 3075.741215 = -1475632.057585
  nChanged 71
		SP:Iteration 42Q (13440.080000 sec): 3 clusters
  Score: Raw -1478717.085393 + Penalty 3075.741215 = -1475641.344178
  nChanged 84
		SP:Iteration 43Q (13440.110000 sec): 3 clusters
  Score: Raw -1478728.740412 + Penalty 3075.741215 = -1475652.999197
  nChanged 77
		SP:Iteration 44Q (13440.150000 sec): 3 clusters
  Score: Raw -1478740.169981 + Penalty 3075.741215 = -1475664.428766
  nChanged 75
		SP:Iteration 45Q (13440.180000 sec): 3 clusters
  Score: Raw -1478750.046985 + Penalty 3075.741215 = -1475674.305770
  nChanged 67
		SP:Iteration 46Q (13440.210000 sec): 3 clusters
  Score: Raw -1478759.815830 + Penalty 3075.741215 = -1475684.074615
  nChanged 81
		SP:Iteration 47Q (13440.240000 sec): 3 clusters
  Score: Raw -1478772.092596 + Penalty 3075.741215 = -1475696.351381
  nChanged 90
		SP:Iteration 48Q (13440.270000 sec): 3 clusters
  Score: Raw -1478785.223180 + Penalty 3075.741215 = -1475709.481965
  nChanged 81
		SP:Iteration 49Q (13440.310000 sec): 3 clusters
  Score: Raw -1478797.225299 + Penalty 3075.741215 = -1475721.484084
  nChanged 90
		SP:Iteration 50Q (13440.340000 sec): 3 clusters
  Score: Raw -1478810.470757 + Penalty 3075.741215 = -1475734.729542
  nChanged 92
		SP:Iteration 51Q (13440.370000 sec): 3 clusters
  Score: Raw -1478824.938276 + Penalty 3075.741215 = -1475749.197061
  nChanged 98
		SP:Iteration 52Q (13440.400000 sec): 3 clusters
  Score: Raw -1478843.222372 + Penalty 3075.741215 = -1475767.481157
  nChanged 115
		SP:Iteration 53Q (13440.430000 sec): 3 clusters
  Score: Raw -1478868.187490 + Penalty 3075.741215 = -1475792.446275
  nChanged 126
		SP:Iteration 54Q (13440.470000 sec): 3 clusters
  Score: Raw -1478897.256675 + Penalty 3075.741215 = -1475821.515460
  nChanged 139
		SP:Iteration 55Q (13440.500000 sec): 3 clusters
  Score: Raw -1478930.018819 + Penalty 3075.741215 = -1475854.277604
  nChanged 159
		SP:Iteration 56Q (13440.530000 sec): 3 clusters
  Score: Raw -1478968.700905 + Penalty 3075.741215 = -1475892.959690
  nChanged 168
		SP:Iteration 57Q (13440.560000 sec): 3 clusters
  Score: Raw -1479009.602375 + Penalty 3075.741215 = -1475933.861160
  nChanged 169
		SP:Iteration 58Q (13440.590000 sec): 3 clusters
  Score: Raw -1479050.860718 + Penalty 3075.741215 = -1475975.119503
  nChanged 182
		SP:Iteration 59Q (13440.630000 sec): 3 clusters
  Score: Raw -1479100.695078 + Penalty 3075.741215 = -1476024.953863
  nChanged 193
		SP:Iteration 60F (13440.660000 sec): 3 clusters
  Score: Raw -1479163.295970 + Penalty 3075.741215 = -1476087.554755
  nChanged 222
		SP:Iteration 61Q (13440.690000 sec): 3 clusters
  Score: Raw -1479239.334334 + Penalty 3075.741215 = -1476163.593119
  nChanged 239
		SP:Iteration 62Q (13440.720000 sec): 3 clusters
  Score: Raw -1479324.201313 + Penalty 3075.741215 = -1476248.460098
  nChanged 226
		SP:Iteration 63Q (13440.750000 sec): 3 clusters
  Score: Raw -1479412.594166 + Penalty 3075.741215 = -1476336.852951
  nChanged 250
		SP:Iteration 64Q (13440.780000 sec): 3 clusters
  Score: Raw -1479520.283680 + Penalty 3075.741215 = -1476444.542465
  nChanged 229
		SP:Iteration 65Q (13440.810000 sec): 3 clusters
  Score: Raw -1479621.711496 + Penalty 3075.741215 = -1476545.970281
  nChanged 233
		SP:Iteration 66Q (13440.840000 sec): 3 clusters
  Score: Raw -1479726.890727 + Penalty 3075.741215 = -1476651.149512
  nChanged 184
		SP:Iteration 67Q (13440.870000 sec): 3 clusters
  Score: Raw -1479795.995135 + Penalty 3075.741215 = -1476720.253920
  nChanged 158
		SP:Iteration 68Q (13440.890000 sec): 3 clusters
  Score: Raw -1479857.981729 + Penalty 3075.741215 = -1476782.240514
  nChanged 138
		SP:Iteration 69Q (13440.920000 sec): 3 clusters
  Score: Raw -1479918.943367 + Penalty 3075.741215 = -1476843.202152
  nChanged 139
		SP:Iteration 70Q (13440.950000 sec): 3 clusters
  Score: Raw -1479985.155854 + Penalty 3075.741215 = -1476909.414639
  nChanged 126
		SP:Iteration 71Q (13440.980000 sec): 3 clusters
  Score: Raw -1480040.070229 + Penalty 3075.741215 = -1476964.329014
  nChanged 111
		SP:Iteration 72Q (13441.010000 sec): 3 clusters
  Score: Raw -1480087.973679 + Penalty 3075.741215 = -1477012.232464
  nChanged 86
		SP:Iteration 73Q (13441.030000 sec): 3 clusters
  Score: Raw -1480125.133339 + Penalty 3075.741215 = -1477049.392124
  nChanged 71
		SP:Iteration 74Q (13441.060000 sec): 3 clusters
  Score: Raw -1480154.298065 + Penalty 3075.741215 = -1477078.556850
  nChanged 55
		SP:Iteration 75Q (13441.090000 sec): 3 clusters
  Score: Raw -1480179.778421 + Penalty 3075.741215 = -1477104.037206
  nChanged 62
		SP:Iteration 76Q (13441.110000 sec): 3 clusters
  Score: Raw -1480214.503656 + Penalty 3075.741215 = -1477138.762441
  nChanged 58
		SP:Iteration 77Q (13441.140000 sec): 3 clusters
  Score: Raw -1480244.346235 + Penalty 3075.741215 = -1477168.605020
  nChanged 45
		SP:Iteration 78Q (13441.160000 sec): 3 clusters
  Score: Raw -1480264.678406 + Penalty 3075.741215 = -1477188.937191
  nChanged 38
		SP:Iteration 79Q (13441.190000 sec): 3 clusters
  Score: Raw -1480281.216606 + Penalty 3075.741215 = -1477205.475391
  nChanged 34
		SP:Iteration 80F (13441.220000 sec): 3 clusters
  Score: Raw -1480297.827102 + Penalty 3075.741215 = -1477222.085887
  nChanged 25
		SP:Iteration 81Q (13441.250000 sec): 3 clusters
  Score: Raw -1480311.023606 + Penalty 3075.741215 = -1477235.282391
  nChanged 26
		SP:Iteration 82Q (13441.270000 sec): 3 clusters
  Score: Raw -1480321.981000 + Penalty 3075.741215 = -1477246.239785
  nChanged 21
		SP:Iteration 83Q (13441.300000 sec): 3 clusters
  Score: Raw -1480329.623299 + Penalty 3075.741215 = -1477253.882084
  nChanged 17
		SP:Iteration 84Q (13441.320000 sec): 3 clusters
  Score: Raw -1480337.873009 + Penalty 3075.741215 = -1477262.131794
  nChanged 18
		SP:Iteration 85Q (13441.350000 sec): 3 clusters
  Score: Raw -1480346.425904 + Penalty 3075.741215 = -1477270.684689
  nChanged 13
		SP:Iteration 86Q (13441.370000 sec): 3 clusters
  Score: Raw -1480351.188381 + Penalty 3075.741215 = -1477275.447166
  nChanged 4
		SP:Iteration 87Q (13441.400000 sec): 3 clusters
  Score: Raw -1480352.791207 + Penalty 3075.741215 = -1477277.049992
  nChanged 7
		SP:Iteration 88Q (13441.420000 sec): 3 clusters
  Score: Raw -1480355.540772 + Penalty 3075.741215 = -1477279.799557
  nChanged 9
		SP:Iteration 89Q (13441.450000 sec): 3 clusters
  Score: Raw -1480360.684619 + Penalty 3075.741215 = -1477284.943404
  nChanged 11
		SP:Iteration 90Q (13441.470000 sec): 3 clusters
  Score: Raw -1480365.465987 + Penalty 3075.741215 = -1477289.724772
  nChanged 8
		SP:Iteration 91Q (13441.500000 sec): 3 clusters
  Score: Raw -1480369.274435 + Penalty 3075.741215 = -1477293.533220
  nChanged 10
		SP:Iteration 92Q (13441.530000 sec): 3 clusters
  Score: Raw -1480373.155183 + Penalty 3075.741215 = -1477297.413968
  nChanged 6
		SP:Iteration 93Q (13441.550000 sec): 3 clusters
  Score: Raw -1480377.107733 + Penalty 3075.741215 = -1477301.366518
  nChanged 6
		SP:Iteration 94Q (13441.580000 sec): 3 clusters
  Score: Raw -1480379.644459 + Penalty 3075.741215 = -1477303.903244
  nChanged 7
		SP:Iteration 95Q (13441.600000 sec): 3 clusters
  Score: Raw -1480382.585690 + Penalty 3075.741215 = -1477306.844475
  nChanged 7
		SP:Iteration 96Q (13441.630000 sec): 3 clusters
  Score: Raw -1480385.971537 + Penalty 3075.741215 = -1477310.230322
  nChanged 7
		SP:Iteration 97Q (13441.650000 sec): 3 clusters
  Score: Raw -1480388.605157 + Penalty 3075.741215 = -1477312.863942
  nChanged 8
		SP:Iteration 98Q (13441.680000 sec): 3 clusters
  Score: Raw -1480391.608314 + Penalty 3075.741215 = -1477315.867099
  nChanged 4
		SP:Iteration 99Q (13441.710000 sec): 3 clusters
  Score: Raw -1480392.890794 + Penalty 3075.741215 = -1477317.149579
  nChanged 0
		SP:Iteration 100F (13441.740000 sec): 3 clusters
  Score: Raw -1480392.890794 + Penalty 3075.741215 = -1477317.149579
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13441.750000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13441.750000 sec): 3 clusters
  Score: Raw -78684.106867 + Penalty 2131.414286 = -76552.692581
  nChanged 188
		SP:Iteration 1F (13441.760000 sec): 3 clusters
  Score: Raw -78860.926705 + Penalty 2131.414286 = -76729.512419
  nChanged 46
		SP:Iteration 2F (13441.760000 sec): 3 clusters
  Score: Raw -78912.188241 + Penalty 2131.414286 = -76780.773955
  nChanged 26
		SP:Iteration 3Q (13441.760000 sec): 3 clusters
  Score: Raw -78943.410773 + Penalty 2131.414286 = -76811.996487
  nChanged 10
		SP:Iteration 4Q (13441.760000 sec): 3 clusters
  Score: Raw -78953.486427 + Penalty 2131.414286 = -76822.072141
  nChanged 4
		SP:Iteration 5Q (13441.760000 sec): 3 clusters
  Score: Raw -78958.860980 + Penalty 2131.414286 = -76827.446694
  nChanged 4
		SP:Iteration 6Q (13441.770000 sec): 3 clusters
  Score: Raw -78963.374250 + Penalty 2131.414286 = -76831.959964
  nChanged 3
		SP:Iteration 7Q (13441.770000 sec): 3 clusters
  Score: Raw -78964.907099 + Penalty 2131.414286 = -76833.492813
  nChanged 2
		SP:Iteration 8Q (13441.770000 sec): 3 clusters
  Score: Raw -78967.392736 + Penalty 2131.414286 = -76835.978450
  nChanged 2
		SP:Iteration 9Q (13441.770000 sec): 3 clusters
  Score: Raw -78969.258029 + Penalty 2131.414286 = -76837.843743
  nChanged 0
		SP:Iteration 10F (13441.770000 sec): 3 clusters
  Score: Raw -78969.258029 + Penalty 2131.414286 = -76837.843743
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13441.780000 sec): 2 clusters
  Score: Raw -123098.184840 + Penalty 1154.289835 = -121943.895005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13441.780000 sec): 3 clusters
  Score: Raw -122718.838532 + Penalty 2308.579670 = -120410.258862
  nChanged 386
		SP:Iteration 1F (13441.790000 sec): 3 clusters
  Score: Raw -123072.179181 + Penalty 2308.579670 = -120763.599510
  nChanged 100
		SP:Iteration 2F (13441.790000 sec): 3 clusters
  Score: Raw -123195.575767 + Penalty 2308.579670 = -120886.996096
  nChanged 67
		SP:Iteration 3F (13441.790000 sec): 3 clusters
  Score: Raw -123288.404884 + Penalty 2308.579670 = -120979.825214
  nChanged 59
		SP:Iteration 4Q (13441.790000 sec): 3 clusters
  Score: Raw -123366.520017 + Penalty 2308.579670 = -121057.940347
  nChanged 48
		SP:Iteration 5Q (13441.800000 sec): 3 clusters
  Score: Raw -123427.010748 + Penalty 2308.579670 = -121118.431078
  nChanged 34
		SP:Iteration 6Q (13441.800000 sec): 3 clusters
  Score: Raw -123466.259435 + Penalty 2308.579670 = -121157.679764
  nChanged 27
		SP:Iteration 7Q (13441.800000 sec): 3 clusters
  Score: Raw -123494.872037 + Penalty 2308.579670 = -121186.292366
  nChanged 24
		SP:Iteration 8Q (13441.800000 sec): 3 clusters
  Score: Raw -123523.542258 + Penalty 2308.579670 = -121214.962588
  nChanged 18
		SP:Iteration 9Q (13441.810000 sec): 3 clusters
  Score: Raw -123555.066812 + Penalty 2308.579670 = -121246.487142
  nChanged 22
		SP:Iteration 10Q (13441.810000 sec): 3 clusters
  Score: Raw -123585.548328 + Penalty 2308.579670 = -121276.968658
  nChanged 20
		SP:Iteration 11Q (13441.810000 sec): 3 clusters
  Score: Raw -123610.963908 + Penalty 2308.579670 = -121302.384238
  nChanged 17
		SP:Iteration 12Q (13441.810000 sec): 3 clusters
  Score: Raw -123634.728065 + Penalty 2308.579670 = -121326.148394
  nChanged 18
		SP:Iteration 13Q (13441.820000 sec): 3 clusters
  Score: Raw -123662.293775 + Penalty 2308.579670 = -121353.714105
  nChanged 14
		SP:Iteration 14Q (13441.820000 sec): 3 clusters
  Score: Raw -123677.242324 + Penalty 2308.579670 = -121368.662654
  nChanged 15
		SP:Iteration 15Q (13441.820000 sec): 3 clusters
  Score: Raw -123697.637652 + Penalty 2308.579670 = -121389.057982
  nChanged 13
		SP:Iteration 16Q (13441.830000 sec): 3 clusters
  Score: Raw -123718.324259 + Penalty 2308.579670 = -121409.744588
  nChanged 14
		SP:Iteration 17Q (13441.830000 sec): 3 clusters
  Score: Raw -123732.169546 + Penalty 2308.579670 = -121423.589876
  nChanged 10
		SP:Iteration 18Q (13441.830000 sec): 3 clusters
  Score: Raw -123738.664321 + Penalty 2308.579670 = -121430.084651
  nChanged 3
		SP:Iteration 19Q (13441.830000 sec): 3 clusters
  Score: Raw -123740.646227 + Penalty 2308.579670 = -121432.066556
  nChanged 6
		SP:Iteration 20F (13441.830000 sec): 3 clusters
  Score: Raw -123744.320104 + Penalty 2308.579670 = -121435.740434
  nChanged 2
		SP:Iteration 21Q (13441.840000 sec): 3 clusters
  Score: Raw -123745.881379 + Penalty 2308.579670 = -121437.301709
  nChanged 2
		SP:Iteration 22Q (13441.840000 sec): 3 clusters
  Score: Raw -123747.158220 + Penalty 2308.579670 = -121438.578550
  nChanged 2
		SP:Iteration 23Q (13441.850000 sec): 3 clusters
  Score: Raw -123748.574255 + Penalty 2308.579670 = -121439.994584
  nChanged 3
		SP:Iteration 24Q (13441.850000 sec): 3 clusters
  Score: Raw -123750.127671 + Penalty 2308.579670 = -121441.548001
  nChanged 3
		SP:Iteration 25Q (13441.850000 sec): 3 clusters
  Score: Raw -123752.121473 + Penalty 2308.579670 = -121443.541802
  nChanged 2
		SP:Iteration 26Q (13441.850000 sec): 3 clusters
  Score: Raw -123754.240436 + Penalty 2308.579670 = -121445.660765
  nChanged 3
		SP:Iteration 27Q (13441.850000 sec): 3 clusters
  Score: Raw -123755.335191 + Penalty 2308.579670 = -121446.755521
  nChanged 1
		SP:Iteration 28Q (13441.860000 sec): 3 clusters
  Score: Raw -123755.972100 + Penalty 2308.579670 = -121447.392430
  nChanged 0
		SP:Iteration 29F (13441.860000 sec): 3 clusters
  Score: Raw -123755.972100 + Penalty 2308.579670 = -121447.392430
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13441.880000 sec): 2 clusters
  Score: Raw -475054.092130 + Penalty 1361.675092 = -473692.417039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13441.890000 sec): 3 clusters
  Score: Raw -472888.552116 + Penalty 2723.350183 = -470165.201932
  nChanged 1711
		SP:Iteration 1F (13441.900000 sec): 3 clusters
  Score: Raw -473952.293493 + Penalty 2723.350183 = -471228.943310
  nChanged 350
		SP:Iteration 2F (13441.910000 sec): 3 clusters
  Score: Raw -474221.536307 + Penalty 2723.350183 = -471498.186123
  nChanged 283
		SP:Iteration 3F (13441.920000 sec): 3 clusters
  Score: Raw -474425.107915 + Penalty 2723.350183 = -471701.757732
  nChanged 223
		SP:Iteration 4F (13441.930000 sec): 3 clusters
  Score: Raw -474571.095198 + Penalty 2723.350183 = -471847.745014
  nChanged 174
		SP:Iteration 5Q (13441.940000 sec): 3 clusters
  Score: Raw -474668.178323 + Penalty 2723.350183 = -471944.828140
  nChanged 133
		SP:Iteration 6Q (13441.950000 sec): 3 clusters
  Score: Raw -474731.835592 + Penalty 2723.350183 = -472008.485408
  nChanged 125
		SP:Iteration 7Q (13441.970000 sec): 3 clusters
  Score: Raw -474800.183591 + Penalty 2723.350183 = -472076.833407
  nChanged 114
		SP:Iteration 8Q (13441.980000 sec): 3 clusters
  Score: Raw -474851.352468 + Penalty 2723.350183 = -472128.002285
  nChanged 84
		SP:Iteration 9Q (13441.990000 sec): 3 clusters
  Score: Raw -474890.962413 + Penalty 2723.350183 = -472167.612229
  nChanged 74
		SP:Iteration 10Q (13442.000000 sec): 3 clusters
  Score: Raw -474919.453132 + Penalty 2723.350183 = -472196.102949
  nChanged 60
		SP:Iteration 11Q (13442.010000 sec): 3 clusters
  Score: Raw -474944.429570 + Penalty 2723.350183 = -472221.079387
  nChanged 44
		SP:Iteration 12Q (13442.020000 sec): 3 clusters
  Score: Raw -474965.769885 + Penalty 2723.350183 = -472242.419701
  nChanged 40
		SP:Iteration 13Q (13442.030000 sec): 3 clusters
  Score: Raw -474981.540366 + Penalty 2723.350183 = -472258.190182
  nChanged 41
		SP:Iteration 14Q (13442.040000 sec): 3 clusters
  Score: Raw -474997.155775 + Penalty 2723.350183 = -472273.805591
  nChanged 41
		SP:Iteration 15Q (13442.050000 sec): 3 clusters
  Score: Raw -475012.530055 + Penalty 2723.350183 = -472289.179872
  nChanged 35
		SP:Iteration 16Q (13442.060000 sec): 3 clusters
  Score: Raw -475030.192239 + Penalty 2723.350183 = -472306.842055
  nChanged 43
		SP:Iteration 17Q (13442.070000 sec): 3 clusters
  Score: Raw -475048.696084 + Penalty 2723.350183 = -472325.345901
  nChanged 30
		SP:Iteration 18Q (13442.090000 sec): 3 clusters
  Score: Raw -475060.797890 + Penalty 2723.350183 = -472337.447707
  nChanged 42
		SP:Iteration 19Q (13442.090000 sec): 3 clusters
  Score: Raw -475075.500117 + Penalty 2723.350183 = -472352.149934
  nChanged 46
		SP:Iteration 20F (13442.110000 sec): 3 clusters
  Score: Raw -475092.204438 + Penalty 2723.350183 = -472368.854254
  nChanged 39
		SP:Iteration 21Q (13442.120000 sec): 3 clusters
  Score: Raw -475107.126768 + Penalty 2723.350183 = -472383.776584
  nChanged 34
		SP:Iteration 22Q (13442.130000 sec): 3 clusters
  Score: Raw -475118.505968 + Penalty 2723.350183 = -472395.155784
  nChanged 30
		SP:Iteration 23Q (13442.140000 sec): 3 clusters
  Score: Raw -475128.223228 + Penalty 2723.350183 = -472404.873044
  nChanged 28
		SP:Iteration 24Q (13442.150000 sec): 3 clusters
  Score: Raw -475138.100679 + Penalty 2723.350183 = -472414.750496
  nChanged 27
		SP:Iteration 25Q (13442.160000 sec): 3 clusters
  Score: Raw -475147.570169 + Penalty 2723.350183 = -472424.219985
  nChanged 23
		SP:Iteration 26Q (13442.170000 sec): 3 clusters
  Score: Raw -475155.879457 + Penalty 2723.350183 = -472432.529273
  nChanged 24
		SP:Iteration 27Q (13442.180000 sec): 3 clusters
  Score: Raw -475164.777016 + Penalty 2723.350183 = -472441.426832
  nChanged 30
		SP:Iteration 28Q (13442.190000 sec): 3 clusters
  Score: Raw -475176.334308 + Penalty 2723.350183 = -472452.984124
  nChanged 31
		SP:Iteration 29Q (13442.200000 sec): 3 clusters
  Score: Raw -475186.988209 + Penalty 2723.350183 = -472463.638026
  nChanged 24
		SP:Iteration 30Q (13442.210000 sec): 3 clusters
  Score: Raw -475195.307859 + Penalty 2723.350183 = -472471.957676
  nChanged 22
		SP:Iteration 31Q (13442.230000 sec): 3 clusters
  Score: Raw -475203.521906 + Penalty 2723.350183 = -472480.171723
  nChanged 14
		SP:Iteration 32Q (13442.230000 sec): 3 clusters
  Score: Raw -475207.143319 + Penalty 2723.350183 = -472483.793136
  nChanged 20
		SP:Iteration 33Q (13442.250000 sec): 3 clusters
  Score: Raw -475212.936648 + Penalty 2723.350183 = -472489.586464
  nChanged 15
		SP:Iteration 34Q (13442.260000 sec): 3 clusters
  Score: Raw -475217.673109 + Penalty 2723.350183 = -472494.322925
  nChanged 10
		SP:Iteration 35Q (13442.270000 sec): 3 clusters
  Score: Raw -475220.882831 + Penalty 2723.350183 = -472497.532648
  nChanged 13
		SP:Iteration 36Q (13442.280000 sec): 3 clusters
  Score: Raw -475225.109387 + Penalty 2723.350183 = -472501.759204
  nChanged 14
		SP:Iteration 37Q (13442.290000 sec): 3 clusters
  Score: Raw -475228.719648 + Penalty 2723.350183 = -472505.369464
  nChanged 15
		SP:Iteration 38Q (13442.300000 sec): 3 clusters
  Score: Raw -475232.374013 + Penalty 2723.350183 = -472509.023830
  nChanged 12
		SP:Iteration 39Q (13442.310000 sec): 3 clusters
  Score: Raw -475235.342672 + Penalty 2723.350183 = -472511.992488
  nChanged 17
		SP:Iteration 40F (13442.320000 sec): 3 clusters
  Score: Raw -475238.879301 + Penalty 2723.350183 = -472515.529117
  nChanged 11
		SP:Iteration 41Q (13442.330000 sec): 3 clusters
  Score: Raw -475241.582836 + Penalty 2723.350183 = -472518.232653
  nChanged 12
		SP:Iteration 42Q (13442.340000 sec): 3 clusters
  Score: Raw -475245.470919 + Penalty 2723.350183 = -472522.120736
  nChanged 15
		SP:Iteration 43Q (13442.350000 sec): 3 clusters
  Score: Raw -475250.406320 + Penalty 2723.350183 = -472527.056137
  nChanged 12
		SP:Iteration 44Q (13442.370000 sec): 3 clusters
  Score: Raw -475253.438481 + Penalty 2723.350183 = -472530.088297
  nChanged 11
		SP:Iteration 45Q (13442.370000 sec): 3 clusters
  Score: Raw -475255.746179 + Penalty 2723.350183 = -472532.395996
  nChanged 4
		SP:Iteration 46Q (13442.390000 sec): 3 clusters
  Score: Raw -475257.645942 + Penalty 2723.350183 = -472534.295758
  nChanged 4
		SP:Iteration 47Q (13442.400000 sec): 3 clusters
  Score: Raw -475258.581776 + Penalty 2723.350183 = -472535.231593
  nChanged 5
		SP:Iteration 48Q (13442.410000 sec): 3 clusters
  Score: Raw -475260.391525 + Penalty 2723.350183 = -472537.041341
  nChanged 9
		SP:Iteration 49Q (13442.420000 sec): 3 clusters
  Score: Raw -475263.264364 + Penalty 2723.350183 = -472539.914181
  nChanged 6
		SP:Iteration 50Q (13442.430000 sec): 3 clusters
  Score: Raw -475264.531523 + Penalty 2723.350183 = -472541.181340
  nChanged 3
		SP:Iteration 51Q (13442.440000 sec): 3 clusters
  Score: Raw -475265.122886 + Penalty 2723.350183 = -472541.772703
  nChanged 0
		SP:Iteration 52F (13442.450000 sec): 3 clusters
  Score: Raw -475265.122886 + Penalty 2723.350183 = -472541.772703
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13442.460000 sec): 2 clusters
  Score: Raw -72555.437395 + Penalty 1066.626523 = -71488.810872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13442.460000 sec): 3 clusters
  Score: Raw -72390.690840 + Penalty 2133.253046 = -70257.437794
  nChanged 175
		SP:Iteration 1F (13442.460000 sec): 3 clusters
  Score: Raw -72582.913819 + Penalty 2133.253046 = -70449.660773
  nChanged 50
		SP:Iteration 2F (13442.460000 sec): 3 clusters
  Score: Raw -72661.824762 + Penalty 2133.253046 = -70528.571716
  nChanged 38
		SP:Iteration 3F (13442.470000 sec): 3 clusters
  Score: Raw -72719.915102 + Penalty 2133.253046 = -70586.662056
  nChanged 31
		SP:Iteration 4Q (13442.470000 sec): 3 clusters
  Score: Raw -72761.578987 + Penalty 2133.253046 = -70628.325940
  nChanged 13
		SP:Iteration 5Q (13442.470000 sec): 3 clusters
  Score: Raw -72788.375812 + Penalty 2133.253046 = -70655.122766
  nChanged 12
		SP:Iteration 6Q (13442.470000 sec): 3 clusters
  Score: Raw -72799.052459 + Penalty 2133.253046 = -70665.799413
  nChanged 5
		SP:Iteration 7Q (13442.470000 sec): 3 clusters
  Score: Raw -72810.412495 + Penalty 2133.253046 = -70677.159449
  nChanged 11
		SP:Iteration 8Q (13442.470000 sec): 3 clusters
  Score: Raw -72827.750934 + Penalty 2133.253046 = -70694.497887
  nChanged 8
		SP:Iteration 9Q (13442.470000 sec): 3 clusters
  Score: Raw -72839.693122 + Penalty 2133.253046 = -70706.440075
  nChanged 6
		SP:Iteration 10Q (13442.480000 sec): 3 clusters
  Score: Raw -72849.887838 + Penalty 2133.253046 = -70716.634792
  nChanged 5
		SP:Iteration 11Q (13442.480000 sec): 3 clusters
  Score: Raw -72862.820254 + Penalty 2133.253046 = -70729.567208
  nChanged 6
		SP:Iteration 12Q (13442.480000 sec): 3 clusters
  Score: Raw -72878.394476 + Penalty 2133.253046 = -70745.141430
  nChanged 5
		SP:Iteration 13Q (13442.480000 sec): 3 clusters
  Score: Raw -72886.048710 + Penalty 2133.253046 = -70752.795664
  nChanged 2
		SP:Iteration 14Q (13442.480000 sec): 3 clusters
  Score: Raw -72888.146654 + Penalty 2133.253046 = -70754.893608
  nChanged 0
		SP:Iteration 15F (13442.490000 sec): 3 clusters
  Score: Raw -72888.146654 + Penalty 2133.253046 = -70754.893608
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13442.560000 sec): 2 clusters
  Score: Raw -2925784.430512 + Penalty 1645.375929 = -2924139.054583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13442.630000 sec): 3 clusters
  Score: Raw -2910479.976468 + Penalty 3290.751859 = -2907189.224610
  nChanged 11381
		SP:Iteration 1F (13442.690000 sec): 3 clusters
  Score: Raw -2916788.084279 + Penalty 3290.751859 = -2913497.332421
  nChanged 1169
		SP:Iteration 2Q (13442.760000 sec): 3 clusters
  Score: Raw -2917212.294530 + Penalty 3290.751859 = -2913921.542671
  nChanged 1168
		SP:Iteration 3Q (13442.830000 sec): 3 clusters
  Score: Raw -2917676.518149 + Penalty 3290.751859 = -2914385.766290
  nChanged 1274
		SP:Iteration 4F (13442.890000 sec): 3 clusters
  Score: Raw -2918314.147959 + Penalty 3290.751859 = -2915023.396100
  nChanged 1458
		SP:Iteration 5F (13442.960000 sec): 3 clusters
  Score: Raw -2919186.905251 + Penalty 3290.751859 = -2915896.153392
  nChanged 1685
		SP:Iteration 6F (13443.020000 sec): 3 clusters
  Score: Raw -2920377.209913 + Penalty 3290.751859 = -2917086.458054
  nChanged 1791
		SP:Iteration 7F (13443.090000 sec): 3 clusters
  Score: Raw -2921811.091326 + Penalty 3290.751859 = -2918520.339468
  nChanged 1671
		SP:Iteration 8F (13443.150000 sec): 3 clusters
  Score: Raw -2923307.359072 + Penalty 3290.751859 = -2920016.607213
  nChanged 1318
		SP:Iteration 9F (13443.210000 sec): 3 clusters
  Score: Raw -2924481.298416 + Penalty 3290.751859 = -2921190.546558
  nChanged 877
		SP:Iteration 10Q (13443.280000 sec): 3 clusters
  Score: Raw -2925217.589273 + Penalty 3290.751859 = -2921926.837414
  nChanged 478
		SP:Iteration 11Q (13443.340000 sec): 3 clusters
  Score: Raw -2925582.414847 + Penalty 3290.751859 = -2922291.662989
  nChanged 269
		SP:Iteration 12Q (13443.400000 sec): 3 clusters
  Score: Raw -2925783.683493 + Penalty 3290.751859 = -2922492.931634
  nChanged 131
		SP:Iteration 13Q (13443.450000 sec): 3 clusters
  Score: Raw -2925882.276755 + Penalty 3290.751859 = -2922591.524896
  nChanged 70
		SP:Iteration 14Q (13443.510000 sec): 3 clusters
  Score: Raw -2925930.616965 + Penalty 3290.751859 = -2922639.865106
  nChanged 32
		SP:Iteration 15Q (13443.560000 sec): 3 clusters
  Score: Raw -2925954.784695 + Penalty 3290.751859 = -2922664.032836
  nChanged 33
		SP:Iteration 16Q (13443.610000 sec): 3 clusters
  Score: Raw -2925978.527452 + Penalty 3290.751859 = -2922687.775593
  nChanged 27
		SP:Iteration 17Q (13443.660000 sec): 3 clusters
  Score: Raw -2925998.593061 + Penalty 3290.751859 = -2922707.841202
  nChanged 18
		SP:Iteration 18Q (13443.710000 sec): 3 clusters
  Score: Raw -2926016.941454 + Penalty 3290.751859 = -2922726.189596
  nChanged 10
		SP:Iteration 19Q (13443.750000 sec): 3 clusters
  Score: Raw -2926024.249044 + Penalty 3290.751859 = -2922733.497186
  nChanged 9
		SP:Iteration 20F (13443.820000 sec): 3 clusters
  Score: Raw -2926031.749165 + Penalty 3290.751859 = -2922740.997307
  nChanged 3
		SP:Iteration 21Q (13443.870000 sec): 3 clusters
  Score: Raw -2926033.038385 + Penalty 3290.751859 = -2922742.286526
  nChanged 2
		SP:Iteration 22Q (13443.920000 sec): 3 clusters
  Score: Raw -2926034.579596 + Penalty 3290.751859 = -2922743.827737
  nChanged 2
		SP:Iteration 23Q (13443.970000 sec): 3 clusters
  Score: Raw -2926035.740308 + Penalty 3290.751859 = -2922744.988449
  nChanged 0
		SP:Iteration 24F (13444.030000 sec): 3 clusters
  Score: Raw -2926035.740308 + Penalty 3290.751859 = -2922744.988449
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13444.060000 sec): 2 clusters
  Score: Raw -915692.654213 + Penalty 1455.741864 = -914236.912349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13444.080000 sec): 3 clusters
  Score: Raw -911411.818407 + Penalty 2911.483727 = -908500.334679
  nChanged 3235
		SP:Iteration 1F (13444.100000 sec): 3 clusters
  Score: Raw -913183.085594 + Penalty 2911.483727 = -910271.601867
  nChanged 576
		SP:Iteration 2F (13444.120000 sec): 3 clusters
  Score: Raw -913503.706608 + Penalty 2911.483727 = -910592.222880
  nChanged 494
		SP:Iteration 3F (13444.140000 sec): 3 clusters
  Score: Raw -913748.458101 + Penalty 2911.483727 = -910836.974374
  nChanged 385
		SP:Iteration 4Q (13444.160000 sec): 3 clusters
  Score: Raw -913947.908164 + Penalty 2911.483727 = -911036.424436
  nChanged 368
		SP:Iteration 5Q (13444.180000 sec): 3 clusters
  Score: Raw -914138.984191 + Penalty 2911.483727 = -911227.500463
  nChanged 338
		SP:Iteration 6Q (13444.200000 sec): 3 clusters
  Score: Raw -914338.719770 + Penalty 2911.483727 = -911427.236043
  nChanged 347
		SP:Iteration 7Q (13444.220000 sec): 3 clusters
  Score: Raw -914557.242444 + Penalty 2911.483727 = -911645.758716
  nChanged 322
		SP:Iteration 8Q (13444.240000 sec): 3 clusters
  Score: Raw -914741.764575 + Penalty 2911.483727 = -911830.280847
  nChanged 289
		SP:Iteration 9Q (13444.250000 sec): 3 clusters
  Score: Raw -914920.910288 + Penalty 2911.483727 = -912009.426560
  nChanged 266
		SP:Iteration 10Q (13444.270000 sec): 3 clusters
  Score: Raw -915063.676832 + Penalty 2911.483727 = -912152.193105
  nChanged 217
		SP:Iteration 11Q (13444.290000 sec): 3 clusters
  Score: Raw -915155.177189 + Penalty 2911.483727 = -912243.693461
  nChanged 141
		SP:Iteration 12Q (13444.310000 sec): 3 clusters
  Score: Raw -915206.879291 + Penalty 2911.483727 = -912295.395563
  nChanged 109
		SP:Iteration 13Q (13444.330000 sec): 3 clusters
  Score: Raw -915239.720743 + Penalty 2911.483727 = -912328.237016
  nChanged 80
		SP:Iteration 14Q (13444.350000 sec): 3 clusters
  Score: Raw -915263.776693 + Penalty 2911.483727 = -912352.292966
  nChanged 66
		SP:Iteration 15Q (13444.370000 sec): 3 clusters
  Score: Raw -915283.749056 + Penalty 2911.483727 = -912372.265328
  nChanged 71
		SP:Iteration 16Q (13444.390000 sec): 3 clusters
  Score: Raw -915306.354453 + Penalty 2911.483727 = -912394.870725
  nChanged 65
		SP:Iteration 17Q (13444.410000 sec): 3 clusters
  Score: Raw -915327.054851 + Penalty 2911.483727 = -912415.571124
  nChanged 62
		SP:Iteration 18Q (13444.420000 sec): 3 clusters
  Score: Raw -915342.211765 + Penalty 2911.483727 = -912430.728038
  nChanged 52
		SP:Iteration 19Q (13444.440000 sec): 3 clusters
  Score: Raw -915354.383599 + Penalty 2911.483727 = -912442.899871
  nChanged 39
		SP:Iteration 20F (13444.460000 sec): 3 clusters
  Score: Raw -915364.823083 + Penalty 2911.483727 = -912453.339356
  nChanged 43
		SP:Iteration 21Q (13444.480000 sec): 3 clusters
  Score: Raw -915375.578694 + Penalty 2911.483727 = -912464.094967
  nChanged 35
		SP:Iteration 22Q (13444.500000 sec): 3 clusters
  Score: Raw -915382.589392 + Penalty 2911.483727 = -912471.105665
  nChanged 23
		SP:Iteration 23Q (13444.520000 sec): 3 clusters
  Score: Raw -915386.264325 + Penalty 2911.483727 = -912474.780597
  nChanged 25
		SP:Iteration 24Q (13444.530000 sec): 3 clusters
  Score: Raw -915390.666578 + Penalty 2911.483727 = -912479.182851
  nChanged 23
		SP:Iteration 25Q (13444.550000 sec): 3 clusters
  Score: Raw -915394.113340 + Penalty 2911.483727 = -912482.629613
  nChanged 12
		SP:Iteration 26Q (13444.570000 sec): 3 clusters
  Score: Raw -915395.222909 + Penalty 2911.483727 = -912483.739181
  nChanged 9
		SP:Iteration 27Q (13444.590000 sec): 3 clusters
  Score: Raw -915396.402861 + Penalty 2911.483727 = -912484.919134
  nChanged 9
		SP:Iteration 28Q (13444.610000 sec): 3 clusters
  Score: Raw -915397.661315 + Penalty 2911.483727 = -912486.177588
  nChanged 12
		SP:Iteration 29Q (13444.630000 sec): 3 clusters
  Score: Raw -915399.120884 + Penalty 2911.483727 = -912487.637156
  nChanged 7
		SP:Iteration 30Q (13444.650000 sec): 3 clusters
  Score: Raw -915400.096899 + Penalty 2911.483727 = -912488.613172
  nChanged 10
		SP:Iteration 31Q (13444.660000 sec): 3 clusters
  Score: Raw -915401.739718 + Penalty 2911.483727 = -912490.255991
  nChanged 10
		SP:Iteration 32Q (13444.680000 sec): 3 clusters
  Score: Raw -915403.335649 + Penalty 2911.483727 = -912491.851921
  nChanged 14
		SP:Iteration 33Q (13444.700000 sec): 3 clusters
  Score: Raw -915405.764685 + Penalty 2911.483727 = -912494.280957
  nChanged 18
		SP:Iteration 34Q (13444.720000 sec): 3 clusters
  Score: Raw -915409.445684 + Penalty 2911.483727 = -912497.961957
  nChanged 15
		SP:Iteration 35Q (13444.740000 sec): 3 clusters
  Score: Raw -915413.375865 + Penalty 2911.483727 = -912501.892137
  nChanged 16
		SP:Iteration 36Q (13444.750000 sec): 3 clusters
  Score: Raw -915416.268891 + Penalty 2911.483727 = -912504.785164
  nChanged 17
		SP:Iteration 37Q (13444.770000 sec): 3 clusters
  Score: Raw -915419.467267 + Penalty 2911.483727 = -912507.983540
  nChanged 22
		SP:Iteration 38Q (13444.790000 sec): 3 clusters
  Score: Raw -915424.183314 + Penalty 2911.483727 = -912512.699586
  nChanged 20
		SP:Iteration 39Q (13444.810000 sec): 3 clusters
  Score: Raw -915427.724386 + Penalty 2911.483727 = -912516.240658
  nChanged 17
		SP:Iteration 40F (13444.830000 sec): 3 clusters
  Score: Raw -915430.471237 + Penalty 2911.483727 = -912518.987509
  nChanged 18
		SP:Iteration 41Q (13444.850000 sec): 3 clusters
  Score: Raw -915434.068887 + Penalty 2911.483727 = -912522.585159
  nChanged 19
		SP:Iteration 42Q (13444.870000 sec): 3 clusters
  Score: Raw -915436.846113 + Penalty 2911.483727 = -912525.362385
  nChanged 15
		SP:Iteration 43Q (13444.880000 sec): 3 clusters
  Score: Raw -915439.898503 + Penalty 2911.483727 = -912528.414776
  nChanged 15
		SP:Iteration 44Q (13444.900000 sec): 3 clusters
  Score: Raw -915442.146390 + Penalty 2911.483727 = -912530.662662
  nChanged 13
		SP:Iteration 45Q (13444.920000 sec): 3 clusters
  Score: Raw -915444.049679 + Penalty 2911.483727 = -912532.565952
  nChanged 12
		SP:Iteration 46Q (13444.940000 sec): 3 clusters
  Score: Raw -915446.354172 + Penalty 2911.483727 = -912534.870444
  nChanged 9
		SP:Iteration 47Q (13444.950000 sec): 3 clusters
  Score: Raw -915447.881096 + Penalty 2911.483727 = -912536.397369
  nChanged 12
		SP:Iteration 48Q (13444.970000 sec): 3 clusters
  Score: Raw -915449.920727 + Penalty 2911.483727 = -912538.437000
  nChanged 10
		SP:Iteration 49Q (13444.990000 sec): 3 clusters
  Score: Raw -915451.301517 + Penalty 2911.483727 = -912539.817789
  nChanged 12
		SP:Iteration 50Q (13445.010000 sec): 3 clusters
  Score: Raw -915453.186921 + Penalty 2911.483727 = -912541.703193
  nChanged 11
		SP:Iteration 51Q (13445.030000 sec): 3 clusters
  Score: Raw -915454.840310 + Penalty 2911.483727 = -912543.356582
  nChanged 9
		SP:Iteration 52Q (13445.050000 sec): 3 clusters
  Score: Raw -915456.270680 + Penalty 2911.483727 = -912544.786952
  nChanged 5
		SP:Iteration 53Q (13445.070000 sec): 3 clusters
  Score: Raw -915456.944679 + Penalty 2911.483727 = -912545.460951
  nChanged 1
		SP:Iteration 54Q (13445.080000 sec): 3 clusters
  Score: Raw -915457.090993 + Penalty 2911.483727 = -912545.607266
  nChanged 2
		SP:Iteration 55Q (13445.100000 sec): 3 clusters
  Score: Raw -915457.206365 + Penalty 2911.483727 = -912545.722638
  nChanged 1
		SP:Iteration 56Q (13445.120000 sec): 3 clusters
  Score: Raw -915457.423400 + Penalty 2911.483727 = -912545.939673
  nChanged 1
		SP:Iteration 57Q (13445.140000 sec): 3 clusters
  Score: Raw -915457.782043 + Penalty 2911.483727 = -912546.298316
  nChanged 3
		SP:Iteration 58Q (13445.150000 sec): 3 clusters
  Score: Raw -915458.230678 + Penalty 2911.483727 = -912546.746950
  nChanged 3
		SP:Iteration 59Q (13445.170000 sec): 3 clusters
  Score: Raw -915458.446596 + Penalty 2911.483727 = -912546.962868
  nChanged 0
		SP:Iteration 60F (13445.190000 sec): 3 clusters
  Score: Raw -915458.446596 + Penalty 2911.483727 = -912546.962868
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13445.210000 sec): 2 clusters
  Score: Raw -458449.479796 + Penalty 1353.882765 = -457095.597031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13445.220000 sec): 3 clusters
  Score: Raw -456363.516516 + Penalty 2707.765529 = -453655.750987
  nChanged 1650
		SP:Iteration 1F (13445.230000 sec): 3 clusters
  Score: Raw -457290.840183 + Penalty 2707.765529 = -454583.074654
  nChanged 326
		SP:Iteration 2F (13445.240000 sec): 3 clusters
  Score: Raw -457484.295236 + Penalty 2707.765529 = -454776.529707
  nChanged 245
		SP:Iteration 3F (13445.250000 sec): 3 clusters
  Score: Raw -457626.469659 + Penalty 2707.765529 = -454918.704130
  nChanged 191
		SP:Iteration 4Q (13445.260000 sec): 3 clusters
  Score: Raw -457732.950755 + Penalty 2707.765529 = -455025.185225
  nChanged 164
		SP:Iteration 5Q (13445.270000 sec): 3 clusters
  Score: Raw -457823.099352 + Penalty 2707.765529 = -455115.333823
  nChanged 130
		SP:Iteration 6Q (13445.290000 sec): 3 clusters
  Score: Raw -457909.407055 + Penalty 2707.765529 = -455201.641526
  nChanged 130
		SP:Iteration 7Q (13445.290000 sec): 3 clusters
  Score: Raw -458000.436737 + Penalty 2707.765529 = -455292.671208
  nChanged 130
		SP:Iteration 8Q (13445.310000 sec): 3 clusters
  Score: Raw -458081.665428 + Penalty 2707.765529 = -455373.899899
  nChanged 107
		SP:Iteration 9Q (13445.310000 sec): 3 clusters
  Score: Raw -458147.802881 + Penalty 2707.765529 = -455440.037351
  nChanged 94
		SP:Iteration 10Q (13445.330000 sec): 3 clusters
  Score: Raw -458198.867060 + Penalty 2707.765529 = -455491.101531
  nChanged 85
		SP:Iteration 11Q (13445.340000 sec): 3 clusters
  Score: Raw -458247.802327 + Penalty 2707.765529 = -455540.036798
  nChanged 90
		SP:Iteration 12Q (13445.350000 sec): 3 clusters
  Score: Raw -458290.683064 + Penalty 2707.765529 = -455582.917535
  nChanged 79
		SP:Iteration 13Q (13445.360000 sec): 3 clusters
  Score: Raw -458331.884327 + Penalty 2707.765529 = -455624.118798
  nChanged 68
		SP:Iteration 14Q (13445.370000 sec): 3 clusters
  Score: Raw -458362.949811 + Penalty 2707.765529 = -455655.184282
  nChanged 55
		SP:Iteration 15Q (13445.380000 sec): 3 clusters
  Score: Raw -458389.171635 + Penalty 2707.765529 = -455681.406106
  nChanged 53
		SP:Iteration 16Q (13445.390000 sec): 3 clusters
  Score: Raw -458409.516757 + Penalty 2707.765529 = -455701.751227
  nChanged 45
		SP:Iteration 17Q (13445.400000 sec): 3 clusters
  Score: Raw -458421.511197 + Penalty 2707.765529 = -455713.745668
  nChanged 23
		SP:Iteration 18Q (13445.410000 sec): 3 clusters
  Score: Raw -458429.018341 + Penalty 2707.765529 = -455721.252812
  nChanged 23
		SP:Iteration 19Q (13445.420000 sec): 3 clusters
  Score: Raw -458434.941332 + Penalty 2707.765529 = -455727.175803
  nChanged 12
		SP:Iteration 20F (13445.430000 sec): 3 clusters
  Score: Raw -458437.841203 + Penalty 2707.765529 = -455730.075674
  nChanged 10
		SP:Iteration 21Q (13445.440000 sec): 3 clusters
  Score: Raw -458440.848279 + Penalty 2707.765529 = -455733.082750
  nChanged 13
		SP:Iteration 22Q (13445.450000 sec): 3 clusters
  Score: Raw -458443.984497 + Penalty 2707.765529 = -455736.218968
  nChanged 7
		SP:Iteration 23Q (13445.460000 sec): 3 clusters
  Score: Raw -458445.813044 + Penalty 2707.765529 = -455738.047515
  nChanged 7
		SP:Iteration 24Q (13445.470000 sec): 3 clusters
  Score: Raw -458447.885405 + Penalty 2707.765529 = -455740.119875
  nChanged 7
		SP:Iteration 25Q (13445.480000 sec): 3 clusters
  Score: Raw -458449.537127 + Penalty 2707.765529 = -455741.771598
  nChanged 5
		SP:Iteration 26Q (13445.490000 sec): 3 clusters
  Score: Raw -458450.307118 + Penalty 2707.765529 = -455742.541589
  nChanged 6
		SP:Iteration 27Q (13445.500000 sec): 3 clusters
  Score: Raw -458451.211331 + Penalty 2707.765529 = -455743.445802
  nChanged 5
		SP:Iteration 28Q (13445.510000 sec): 3 clusters
  Score: Raw -458452.058817 + Penalty 2707.765529 = -455744.293288
  nChanged 6
		SP:Iteration 29Q (13445.520000 sec): 3 clusters
  Score: Raw -458453.526191 + Penalty 2707.765529 = -455745.760662
  nChanged 4
		SP:Iteration 30Q (13445.530000 sec): 3 clusters
  Score: Raw -458454.728454 + Penalty 2707.765529 = -455746.962925
  nChanged 0
		SP:Iteration 31F (13445.540000 sec): 3 clusters
  Score: Raw -458454.728454 + Penalty 2707.765529 = -455746.962925
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13445.550000 sec): 2 clusters
  Score: Raw -147801.535263 + Penalty 1172.356967 = -146629.178296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13445.550000 sec): 3 clusters
  Score: Raw -147358.406296 + Penalty 2344.713935 = -145013.692361
  nChanged 459
		SP:Iteration 1F (13445.550000 sec): 3 clusters
  Score: Raw -147804.606877 + Penalty 2344.713935 = -145459.892942
  nChanged 120
		SP:Iteration 2F (13445.560000 sec): 3 clusters
  Score: Raw -147946.492658 + Penalty 2344.713935 = -145601.778724
  nChanged 74
		SP:Iteration 3F (13445.560000 sec): 3 clusters
  Score: Raw -148020.570306 + Penalty 2344.713935 = -145675.856371
  nChanged 61
		SP:Iteration 4Q (13445.560000 sec): 3 clusters
  Score: Raw -148081.620751 + Penalty 2344.713935 = -145736.906816
  nChanged 44
		SP:Iteration 5Q (13445.570000 sec): 3 clusters
  Score: Raw -148126.501440 + Penalty 2344.713935 = -145781.787506
  nChanged 25
		SP:Iteration 6Q (13445.570000 sec): 3 clusters
  Score: Raw -148143.737223 + Penalty 2344.713935 = -145799.023288
  nChanged 15
		SP:Iteration 7Q (13445.570000 sec): 3 clusters
  Score: Raw -148158.113011 + Penalty 2344.713935 = -145813.399076
  nChanged 14
		SP:Iteration 8Q (13445.570000 sec): 3 clusters
  Score: Raw -148174.370936 + Penalty 2344.713935 = -145829.657001
  nChanged 23
		SP:Iteration 9Q (13445.580000 sec): 3 clusters
  Score: Raw -148197.972387 + Penalty 2344.713935 = -145853.258453
  nChanged 15
		SP:Iteration 10Q (13445.580000 sec): 3 clusters
  Score: Raw -148207.200164 + Penalty 2344.713935 = -145862.486230
  nChanged 12
		SP:Iteration 11Q (13445.590000 sec): 3 clusters
  Score: Raw -148215.943163 + Penalty 2344.713935 = -145871.229229
  nChanged 8
		SP:Iteration 12Q (13445.590000 sec): 3 clusters
  Score: Raw -148223.385917 + Penalty 2344.713935 = -145878.671983
  nChanged 5
		SP:Iteration 13Q (13445.590000 sec): 3 clusters
  Score: Raw -148228.143738 + Penalty 2344.713935 = -145883.429804
  nChanged 5
		SP:Iteration 14Q (13445.590000 sec): 3 clusters
  Score: Raw -148232.786264 + Penalty 2344.713935 = -145888.072330
  nChanged 5
		SP:Iteration 15Q (13445.600000 sec): 3 clusters
  Score: Raw -148235.406251 + Penalty 2344.713935 = -145890.692316
  nChanged 2
		SP:Iteration 16Q (13445.600000 sec): 3 clusters
  Score: Raw -148235.901212 + Penalty 2344.713935 = -145891.187277
  nChanged 0
		SP:Iteration 17F (13445.610000 sec): 3 clusters
  Score: Raw -148235.901212 + Penalty 2344.713935 = -145891.187277
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13445.620000 sec): 2 clusters
  Score: Raw -134273.027933 + Penalty 1156.414048 = -133116.613885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13445.620000 sec): 3 clusters
  Score: Raw -133842.604182 + Penalty 2312.828097 = -131529.776085
  nChanged 378
		SP:Iteration 1F (13445.620000 sec): 3 clusters
  Score: Raw -134156.418393 + Penalty 2312.828097 = -131843.590297
  nChanged 107
		SP:Iteration 2F (13445.630000 sec): 3 clusters
  Score: Raw -134253.929047 + Penalty 2312.828097 = -131941.100950
  nChanged 50
		SP:Iteration 3Q (13445.630000 sec): 3 clusters
  Score: Raw -134296.965606 + Penalty 2312.828097 = -131984.137509
  nChanged 27
		SP:Iteration 4Q (13445.630000 sec): 3 clusters
  Score: Raw -134319.474044 + Penalty 2312.828097 = -132006.645947
  nChanged 15
		SP:Iteration 5Q (13445.640000 sec): 3 clusters
  Score: Raw -134335.828510 + Penalty 2312.828097 = -132023.000413
  nChanged 14
		SP:Iteration 6Q (13445.640000 sec): 3 clusters
  Score: Raw -134347.358030 + Penalty 2312.828097 = -132034.529933
  nChanged 12
		SP:Iteration 7Q (13445.640000 sec): 3 clusters
  Score: Raw -134358.105062 + Penalty 2312.828097 = -132045.276965
  nChanged 7
		SP:Iteration 8Q (13445.640000 sec): 3 clusters
  Score: Raw -134363.434365 + Penalty 2312.828097 = -132050.606268
  nChanged 6
		SP:Iteration 9Q (13445.640000 sec): 3 clusters
  Score: Raw -134370.198374 + Penalty 2312.828097 = -132057.370278
  nChanged 6
		SP:Iteration 10Q (13445.650000 sec): 3 clusters
  Score: Raw -134374.657987 + Penalty 2312.828097 = -132061.829890
  nChanged 6
		SP:Iteration 11Q (13445.650000 sec): 3 clusters
  Score: Raw -134379.209224 + Penalty 2312.828097 = -132066.381127
  nChanged 5
		SP:Iteration 12Q (13445.650000 sec): 3 clusters
  Score: Raw -134382.805828 + Penalty 2312.828097 = -132069.977731
  nChanged 2
		SP:Iteration 13Q (13445.660000 sec): 3 clusters
  Score: Raw -134383.957555 + Penalty 2312.828097 = -132071.129458
  nChanged 0
		SP:Iteration 14F (13445.660000 sec): 3 clusters
  Score: Raw -134383.957555 + Penalty 2312.828097 = -132071.129458
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13445.660000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13445.670000 sec): 3 clusters
  Score: Raw -26368.829836 + Penalty 1783.904761 = -24584.925075
  nChanged 39
		SP:Iteration 1F (13445.670000 sec): 3 clusters
  Score: Raw -26504.564018 + Penalty 1783.904761 = -24720.659257
  nChanged 14
		SP:Iteration 2F (13445.670000 sec): 3 clusters
  Score: Raw -26554.200756 + Penalty 1783.904761 = -24770.295995
  nChanged 2
		SP:Iteration 3Q (13445.670000 sec): 3 clusters
  Score: Raw -26559.728758 + Penalty 1783.904761 = -24775.823997
  nChanged 0
		SP:Iteration 4F (13445.670000 sec): 3 clusters
  Score: Raw -26559.728758 + Penalty 1783.904761 = -24775.823997
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (35889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13445.780000 sec): 2 clusters
  Score: Raw -3858334.276542 + Penalty 1704.330245 = -3856629.946298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13445.880000 sec): 3 clusters
  Score: Raw -3835944.201735 + Penalty 3408.660489 = -3832535.541246
  nChanged 16647
		SP:Iteration 1F (13445.980000 sec): 3 clusters
  Score: Raw -3846063.650715 + Penalty 3408.660489 = -3842654.990225
  nChanged 2371
		SP:Iteration 2F (13446.070000 sec): 3 clusters
  Score: Raw -3847365.489873 + Penalty 3408.660489 = -3843956.829383
  nChanged 2334
		SP:Iteration 3F (13446.170000 sec): 3 clusters
  Score: Raw -3848654.273989 + Penalty 3408.660489 = -3845245.613500
  nChanged 2109
		SP:Iteration 4F (13446.260000 sec): 3 clusters
  Score: Raw -3849768.885196 + Penalty 3408.660489 = -3846360.224707
  nChanged 1921
		SP:Iteration 5F (13446.360000 sec): 3 clusters
  Score: Raw -3850764.731211 + Penalty 3408.660489 = -3847356.070722
  nChanged 1769
		SP:Iteration 6Q (13446.450000 sec): 3 clusters
  Score: Raw -3851756.271057 + Penalty 3408.660489 = -3848347.610567
  nChanged 1685
		SP:Iteration 7Q (13446.550000 sec): 3 clusters
  Score: Raw -3852766.915224 + Penalty 3408.660489 = -3849358.254734
  nChanged 1559
		SP:Iteration 8Q (13446.640000 sec): 3 clusters
  Score: Raw -3853726.095231 + Penalty 3408.660489 = -3850317.434742
  nChanged 1385
		SP:Iteration 9Q (13446.740000 sec): 3 clusters
  Score: Raw -3854574.827042 + Penalty 3408.660489 = -3851166.166553
  nChanged 1212
		SP:Iteration 10Q (13446.830000 sec): 3 clusters
  Score: Raw -3855273.271423 + Penalty 3408.660489 = -3851864.610934
  nChanged 1086
		SP:Iteration 11Q (13446.920000 sec): 3 clusters
  Score: Raw -3855896.277888 + Penalty 3408.660489 = -3852487.617399
  nChanged 963
		SP:Iteration 12Q (13447.010000 sec): 3 clusters
  Score: Raw -3856391.394358 + Penalty 3408.660489 = -3852982.733868
  nChanged 851
		SP:Iteration 13Q (13447.100000 sec): 3 clusters
  Score: Raw -3856819.860523 + Penalty 3408.660489 = -3853411.200034
  nChanged 757
		SP:Iteration 14Q (13447.180000 sec): 3 clusters
  Score: Raw -3857216.584971 + Penalty 3408.660489 = -3853807.924482
  nChanged 729
		SP:Iteration 15Q (13447.260000 sec): 3 clusters
  Score: Raw -3857610.412254 + Penalty 3408.660489 = -3854201.751765
  nChanged 696
		SP:Iteration 16Q (13447.340000 sec): 3 clusters
  Score: Raw -3858010.180841 + Penalty 3408.660489 = -3854601.520352
  nChanged 630
		SP:Iteration 17Q (13447.430000 sec): 3 clusters
  Score: Raw -3858403.838127 + Penalty 3408.660489 = -3854995.177638
  nChanged 537
		SP:Iteration 18Q (13447.500000 sec): 3 clusters
  Score: Raw -3858752.413294 + Penalty 3408.660489 = -3855343.752804
  nChanged 432
		SP:Iteration 19Q (13447.580000 sec): 3 clusters
  Score: Raw -3858999.520062 + Penalty 3408.660489 = -3855590.859572
  nChanged 321
		SP:Iteration 20F (13447.680000 sec): 3 clusters
  Score: Raw -3859166.227739 + Penalty 3408.660489 = -3855757.567250
  nChanged 260
		SP:Iteration 21Q (13447.750000 sec): 3 clusters
  Score: Raw -3859305.631997 + Penalty 3408.660489 = -3855896.971507
  nChanged 190
		SP:Iteration 22Q (13447.830000 sec): 3 clusters
  Score: Raw -3859406.915971 + Penalty 3408.660489 = -3855998.255482
  nChanged 156
		SP:Iteration 23Q (13447.900000 sec): 3 clusters
  Score: Raw -3859487.655064 + Penalty 3408.660489 = -3856078.994575
  nChanged 109
		SP:Iteration 24Q (13447.980000 sec): 3 clusters
  Score: Raw -3859534.034040 + Penalty 3408.660489 = -3856125.373551
  nChanged 86
		SP:Iteration 25Q (13448.050000 sec): 3 clusters
  Score: Raw -3859565.075482 + Penalty 3408.660489 = -3856156.414993
  nChanged 50
		SP:Iteration 26Q (13448.120000 sec): 3 clusters
  Score: Raw -3859582.121522 + Penalty 3408.660489 = -3856173.461033
  nChanged 35
		SP:Iteration 27Q (13448.200000 sec): 3 clusters
  Score: Raw -3859590.901390 + Penalty 3408.660489 = -3856182.240901
  nChanged 19
		SP:Iteration 28Q (13448.270000 sec): 3 clusters
  Score: Raw -3859596.282584 + Penalty 3408.660489 = -3856187.622094
  nChanged 23
		SP:Iteration 29Q (13448.340000 sec): 3 clusters
  Score: Raw -3859603.050616 + Penalty 3408.660489 = -3856194.390127
  nChanged 26
		SP:Iteration 30Q (13448.420000 sec): 3 clusters
  Score: Raw -3859610.890762 + Penalty 3408.660489 = -3856202.230273
  nChanged 26
		SP:Iteration 31Q (13448.490000 sec): 3 clusters
  Score: Raw -3859618.609989 + Penalty 3408.660489 = -3856209.949500
  nChanged 17
		SP:Iteration 32Q (13448.560000 sec): 3 clusters
  Score: Raw -3859624.685255 + Penalty 3408.660489 = -3856216.024766
  nChanged 13
		SP:Iteration 33Q (13448.630000 sec): 3 clusters
  Score: Raw -3859629.386625 + Penalty 3408.660489 = -3856220.726136
  nChanged 10
		SP:Iteration 34Q (13448.700000 sec): 3 clusters
  Score: Raw -3859633.252412 + Penalty 3408.660489 = -3856224.591923
  nChanged 10
		SP:Iteration 35Q (13448.770000 sec): 3 clusters
  Score: Raw -3859635.396568 + Penalty 3408.660489 = -3856226.736079
  nChanged 7
		SP:Iteration 36Q (13448.840000 sec): 3 clusters
  Score: Raw -3859638.590230 + Penalty 3408.660489 = -3856229.929741
  nChanged 14
		SP:Iteration 37Q (13448.910000 sec): 3 clusters
  Score: Raw -3859642.923924 + Penalty 3408.660489 = -3856234.263435
  nChanged 7
		SP:Iteration 38Q (13448.980000 sec): 3 clusters
  Score: Raw -3859644.524933 + Penalty 3408.660489 = -3856235.864444
  nChanged 2
		SP:Iteration 39Q (13449.040000 sec): 3 clusters
  Score: Raw -3859644.934424 + Penalty 3408.660489 = -3856236.273935
  nChanged 1
		SP:Iteration 40F (13449.140000 sec): 3 clusters
  Score: Raw -3859645.086392 + Penalty 3408.660489 = -3856236.425903
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13449.170000 sec): 2 clusters
  Score: Raw -498847.139856 + Penalty 1360.289236 = -497486.850620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13449.180000 sec): 3 clusters
  Score: Raw -496692.179376 + Penalty 2720.578471 = -493971.600905
  nChanged 1732
		SP:Iteration 1F (13449.190000 sec): 3 clusters
  Score: Raw -497609.471163 + Penalty 2720.578471 = -494888.892691
  nChanged 307
		SP:Iteration 2F (13449.200000 sec): 3 clusters
  Score: Raw -497786.898152 + Penalty 2720.578471 = -495066.319681
  nChanged 215
		SP:Iteration 3Q (13449.210000 sec): 3 clusters
  Score: Raw -497916.468670 + Penalty 2720.578471 = -495195.890198
  nChanged 206
		SP:Iteration 4Q (13449.220000 sec): 3 clusters
  Score: Raw -498040.940946 + Penalty 2720.578471 = -495320.362475
  nChanged 204
		SP:Iteration 5Q (13449.230000 sec): 3 clusters
  Score: Raw -498171.290823 + Penalty 2720.578471 = -495450.712352
  nChanged 186
		SP:Iteration 6Q (13449.240000 sec): 3 clusters
  Score: Raw -498289.030919 + Penalty 2720.578471 = -495568.452447
  nChanged 183
		SP:Iteration 7Q (13449.260000 sec): 3 clusters
  Score: Raw -498410.556314 + Penalty 2720.578471 = -495689.977842
  nChanged 174
		SP:Iteration 8Q (13449.260000 sec): 3 clusters
  Score: Raw -498519.858019 + Penalty 2720.578471 = -495799.279547
  nChanged 151
		SP:Iteration 9Q (13449.280000 sec): 3 clusters
  Score: Raw -498621.486370 + Penalty 2720.578471 = -495900.907899
  nChanged 137
		SP:Iteration 10Q (13449.290000 sec): 3 clusters
  Score: Raw -498710.339811 + Penalty 2720.578471 = -495989.761340
  nChanged 114
		SP:Iteration 11Q (13449.300000 sec): 3 clusters
  Score: Raw -498781.511029 + Penalty 2720.578471 = -496060.932558
  nChanged 106
		SP:Iteration 12Q (13449.310000 sec): 3 clusters
  Score: Raw -498850.043388 + Penalty 2720.578471 = -496129.464917
  nChanged 85
		SP:Iteration 13Q (13449.320000 sec): 3 clusters
  Score: Raw -498905.112705 + Penalty 2720.578471 = -496184.534233
  nChanged 79
		SP:Iteration 14Q (13449.330000 sec): 3 clusters
  Score: Raw -498950.884713 + Penalty 2720.578471 = -496230.306242
  nChanged 55
		SP:Iteration 15Q (13449.340000 sec): 3 clusters
  Score: Raw -498980.904374 + Penalty 2720.578471 = -496260.325903
  nChanged 40
		SP:Iteration 16Q (13449.350000 sec): 3 clusters
  Score: Raw -499001.375309 + Penalty 2720.578471 = -496280.796837
  nChanged 30
		SP:Iteration 17Q (13449.360000 sec): 3 clusters
  Score: Raw -499016.399651 + Penalty 2720.578471 = -496295.821180
  nChanged 23
		SP:Iteration 18Q (13449.370000 sec): 3 clusters
  Score: Raw -499029.256905 + Penalty 2720.578471 = -496308.678433
  nChanged 20
		SP:Iteration 19Q (13449.380000 sec): 3 clusters
  Score: Raw -499037.323672 + Penalty 2720.578471 = -496316.745200
  nChanged 12
		SP:Iteration 20F (13449.390000 sec): 3 clusters
  Score: Raw -499043.239794 + Penalty 2720.578471 = -496322.661323
  nChanged 10
		SP:Iteration 21Q (13449.400000 sec): 3 clusters
  Score: Raw -499047.541576 + Penalty 2720.578471 = -496326.963104
  nChanged 8
		SP:Iteration 22Q (13449.410000 sec): 3 clusters
  Score: Raw -499050.591222 + Penalty 2720.578471 = -496330.012751
  nChanged 5
		SP:Iteration 23Q (13449.420000 sec): 3 clusters
  Score: Raw -499052.749408 + Penalty 2720.578471 = -496332.170937
  nChanged 5
		SP:Iteration 24Q (13449.430000 sec): 3 clusters
  Score: Raw -499055.709860 + Penalty 2720.578471 = -496335.131388
  nChanged 11
		SP:Iteration 25Q (13449.440000 sec): 3 clusters
  Score: Raw -499060.749861 + Penalty 2720.578471 = -496340.171390
  nChanged 5
		SP:Iteration 26Q (13449.450000 sec): 3 clusters
  Score: Raw -499064.671923 + Penalty 2720.578471 = -496344.093452
  nChanged 8
		SP:Iteration 27Q (13449.460000 sec): 3 clusters
  Score: Raw -499068.989611 + Penalty 2720.578471 = -496348.411140
  nChanged 9
		SP:Iteration 28Q (13449.470000 sec): 3 clusters
  Score: Raw -499074.180144 + Penalty 2720.578471 = -496353.601673
  nChanged 8
		SP:Iteration 29Q (13449.480000 sec): 3 clusters
  Score: Raw -499078.646747 + Penalty 2720.578471 = -496358.068275
  nChanged 9
		SP:Iteration 30Q (13449.490000 sec): 3 clusters
  Score: Raw -499083.255443 + Penalty 2720.578471 = -496362.676972
  nChanged 8
		SP:Iteration 31Q (13449.500000 sec): 3 clusters
  Score: Raw -499086.473653 + Penalty 2720.578471 = -496365.895181
  nChanged 4
		SP:Iteration 32Q (13449.520000 sec): 3 clusters
  Score: Raw -499087.337795 + Penalty 2720.578471 = -496366.759323
  nChanged 2
		SP:Iteration 33Q (13449.520000 sec): 3 clusters
  Score: Raw -499088.148463 + Penalty 2720.578471 = -496367.569992
  nChanged 1
		SP:Iteration 34Q (13449.540000 sec): 3 clusters
  Score: Raw -499088.393063 + Penalty 2720.578471 = -496367.814591
  nChanged 0
		SP:Iteration 35F (13449.540000 sec): 3 clusters
  Score: Raw -499088.393063 + Penalty 2720.578471 = -496367.814591
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13449.560000 sec): 2 clusters
  Score: Raw -284440.951647 + Penalty 1298.578764 = -283142.372883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13449.560000 sec): 3 clusters
  Score: Raw -283106.200174 + Penalty 2597.157527 = -280509.042647
  nChanged 1141
		SP:Iteration 1F (13449.570000 sec): 3 clusters
  Score: Raw -283922.073490 + Penalty 2597.157527 = -281324.915963
  nChanged 294
		SP:Iteration 2F (13449.580000 sec): 3 clusters
  Score: Raw -284255.678389 + Penalty 2597.157527 = -281658.520861
  nChanged 229
		SP:Iteration 3F (13449.590000 sec): 3 clusters
  Score: Raw -284492.844608 + Penalty 2597.157527 = -281895.687081
  nChanged 180
		SP:Iteration 4F (13449.600000 sec): 3 clusters
  Score: Raw -284715.127291 + Penalty 2597.157527 = -282117.969764
  nChanged 172
		SP:Iteration 5F (13449.600000 sec): 3 clusters
  Score: Raw -284878.856517 + Penalty 2597.157527 = -282281.698989
  nChanged 122
		SP:Iteration 6Q (13449.610000 sec): 3 clusters
  Score: Raw -285014.295245 + Penalty 2597.157527 = -282417.137718
  nChanged 104
		SP:Iteration 7Q (13449.620000 sec): 3 clusters
  Score: Raw -285120.871124 + Penalty 2597.157527 = -282523.713597
  nChanged 74
		SP:Iteration 8Q (13449.620000 sec): 3 clusters
  Score: Raw -285201.004002 + Penalty 2597.157527 = -282603.846475
  nChanged 74
		SP:Iteration 9Q (13449.630000 sec): 3 clusters
  Score: Raw -285267.258647 + Penalty 2597.157527 = -282670.101120
  nChanged 68
		SP:Iteration 10Q (13449.640000 sec): 3 clusters
  Score: Raw -285325.966469 + Penalty 2597.157527 = -282728.808942
  nChanged 53
		SP:Iteration 11Q (13449.640000 sec): 3 clusters
  Score: Raw -285370.294044 + Penalty 2597.157527 = -282773.136517
  nChanged 28
		SP:Iteration 12Q (13449.650000 sec): 3 clusters
  Score: Raw -285397.070105 + Penalty 2597.157527 = -282799.912578
  nChanged 32
		SP:Iteration 13Q (13449.660000 sec): 3 clusters
  Score: Raw -285423.856183 + Penalty 2597.157527 = -282826.698656
  nChanged 17
		SP:Iteration 14Q (13449.670000 sec): 3 clusters
  Score: Raw -285435.888525 + Penalty 2597.157527 = -282838.730998
  nChanged 18
		SP:Iteration 15Q (13449.670000 sec): 3 clusters
  Score: Raw -285444.843405 + Penalty 2597.157527 = -282847.685878
  nChanged 11
		SP:Iteration 16Q (13449.680000 sec): 3 clusters
  Score: Raw -285449.795209 + Penalty 2597.157527 = -282852.637682
  nChanged 10
		SP:Iteration 17Q (13449.690000 sec): 3 clusters
  Score: Raw -285454.946521 + Penalty 2597.157527 = -282857.788994
  nChanged 9
		SP:Iteration 18Q (13449.690000 sec): 3 clusters
  Score: Raw -285458.759454 + Penalty 2597.157527 = -282861.601927
  nChanged 7
		SP:Iteration 19Q (13449.700000 sec): 3 clusters
  Score: Raw -285462.585522 + Penalty 2597.157527 = -282865.427995
  nChanged 9
		SP:Iteration 20F (13449.710000 sec): 3 clusters
  Score: Raw -285477.736406 + Penalty 2597.157527 = -282880.578879
  nChanged 9
		SP:Iteration 21Q (13449.710000 sec): 3 clusters
  Score: Raw -285511.588114 + Penalty 2597.157527 = -282914.430587
  nChanged 17
		SP:Iteration 22Q (13449.720000 sec): 3 clusters
  Score: Raw -285522.788910 + Penalty 2597.157527 = -282925.631383
  nChanged 12
		SP:Iteration 23Q (13449.730000 sec): 3 clusters
  Score: Raw -285528.941359 + Penalty 2597.157527 = -282931.783831
  nChanged 10
		SP:Iteration 24Q (13449.730000 sec): 3 clusters
  Score: Raw -285536.755433 + Penalty 2597.157527 = -282939.597906
  nChanged 10
		SP:Iteration 25Q (13449.740000 sec): 3 clusters
  Score: Raw -285544.031176 + Penalty 2597.157527 = -282946.873649
  nChanged 7
		SP:Iteration 26Q (13449.750000 sec): 3 clusters
  Score: Raw -285549.526461 + Penalty 2597.157527 = -282952.368934
  nChanged 7
		SP:Iteration 27Q (13449.750000 sec): 3 clusters
  Score: Raw -285553.241924 + Penalty 2597.157527 = -282956.084397
  nChanged 6
		SP:Iteration 28Q (13449.760000 sec): 3 clusters
  Score: Raw -285557.405643 + Penalty 2597.157527 = -282960.248116
  nChanged 6
		SP:Iteration 29Q (13449.760000 sec): 3 clusters
  Score: Raw -285559.286878 + Penalty 2597.157527 = -282962.129350
  nChanged 1
		SP:Iteration 30Q (13449.770000 sec): 3 clusters
  Score: Raw -285559.730138 + Penalty 2597.157527 = -282962.572611
  nChanged 0
		SP:Iteration 31F (13449.780000 sec): 3 clusters
  Score: Raw -285559.730138 + Penalty 2597.157527 = -282962.572611
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13449.890000 sec): 2 clusters
  Score: Raw -4389088.912263 + Penalty 1710.356860 = -4387378.555402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13449.990000 sec): 3 clusters
  Score: Raw -4365971.706476 + Penalty 3420.713721 = -4362550.992756
  nChanged 17273
		SP:Iteration 1F (13450.090000 sec): 3 clusters
  Score: Raw -4375923.664960 + Penalty 3420.713721 = -4372502.951239
  nChanged 2046
		SP:Iteration 2F (13450.190000 sec): 3 clusters
  Score: Raw -4376800.204441 + Penalty 3420.713721 = -4373379.490720
  nChanged 2181
		SP:Iteration 3F (13450.290000 sec): 3 clusters
  Score: Raw -4377844.997624 + Penalty 3420.713721 = -4374424.283903
  nChanged 2295
		SP:Iteration 4F (13450.390000 sec): 3 clusters
  Score: Raw -4379122.671035 + Penalty 3420.713721 = -4375701.957314
  nChanged 2469
		SP:Iteration 5F (13450.490000 sec): 3 clusters
  Score: Raw -4380698.820619 + Penalty 3420.713721 = -4377278.106899
  nChanged 2518
		SP:Iteration 6F (13450.590000 sec): 3 clusters
  Score: Raw -4382498.711130 + Penalty 3420.713721 = -4379077.997410
  nChanged 2458
		SP:Iteration 7F (13450.690000 sec): 3 clusters
  Score: Raw -4384419.473397 + Penalty 3420.713721 = -4380998.759676
  nChanged 2094
		SP:Iteration 8F (13450.790000 sec): 3 clusters
  Score: Raw -4385977.215823 + Penalty 3420.713721 = -4382556.502103
  nChanged 1555
		SP:Iteration 9Q (13450.890000 sec): 3 clusters
  Score: Raw -4387068.571695 + Penalty 3420.713721 = -4383647.857975
  nChanged 1099
		SP:Iteration 10Q (13450.990000 sec): 3 clusters
  Score: Raw -4387803.055461 + Penalty 3420.713721 = -4384382.341741
  nChanged 857
		SP:Iteration 11Q (13451.090000 sec): 3 clusters
  Score: Raw -4388371.046473 + Penalty 3420.713721 = -4384950.332752
  nChanged 592
		SP:Iteration 12Q (13451.190000 sec): 3 clusters
  Score: Raw -4388729.201993 + Penalty 3420.713721 = -4385308.488272
  nChanged 395
		SP:Iteration 13Q (13451.280000 sec): 3 clusters
  Score: Raw -4388962.839125 + Penalty 3420.713721 = -4385542.125405
  nChanged 278
		SP:Iteration 14Q (13451.380000 sec): 3 clusters
  Score: Raw -4389125.361617 + Penalty 3420.713721 = -4385704.647896
  nChanged 203
		SP:Iteration 15Q (13451.470000 sec): 3 clusters
  Score: Raw -4389247.379111 + Penalty 3420.713721 = -4385826.665390
  nChanged 141
		SP:Iteration 16Q (13451.550000 sec): 3 clusters
  Score: Raw -4389331.664763 + Penalty 3420.713721 = -4385910.951042
  nChanged 100
		SP:Iteration 17Q (13451.630000 sec): 3 clusters
  Score: Raw -4389388.106834 + Penalty 3420.713721 = -4385967.393113
  nChanged 85
		SP:Iteration 18Q (13451.710000 sec): 3 clusters
  Score: Raw -4389430.710352 + Penalty 3420.713721 = -4386009.996632
  nChanged 50
		SP:Iteration 19Q (13451.790000 sec): 3 clusters
  Score: Raw -4389456.907432 + Penalty 3420.713721 = -4386036.193711
  nChanged 39
		SP:Iteration 20F (13451.890000 sec): 3 clusters
  Score: Raw -4389477.885948 + Penalty 3420.713721 = -4386057.172227
  nChanged 33
		SP:Iteration 21Q (13451.970000 sec): 3 clusters
  Score: Raw -4389500.806501 + Penalty 3420.713721 = -4386080.092780
  nChanged 34
		SP:Iteration 22Q (13452.050000 sec): 3 clusters
  Score: Raw -4389524.634102 + Penalty 3420.713721 = -4386103.920381
  nChanged 32
		SP:Iteration 23Q (13452.120000 sec): 3 clusters
  Score: Raw -4389544.672550 + Penalty 3420.713721 = -4386123.958829
  nChanged 30
		SP:Iteration 24Q (13452.200000 sec): 3 clusters
  Score: Raw -4389566.677273 + Penalty 3420.713721 = -4386145.963553
  nChanged 24
		SP:Iteration 25Q (13452.270000 sec): 3 clusters
  Score: Raw -4389578.705104 + Penalty 3420.713721 = -4386157.991384
  nChanged 18
		SP:Iteration 26Q (13452.350000 sec): 3 clusters
  Score: Raw -4389588.862015 + Penalty 3420.713721 = -4386168.148294
  nChanged 14
		SP:Iteration 27Q (13452.420000 sec): 3 clusters
  Score: Raw -4389599.247046 + Penalty 3420.713721 = -4386178.533326
  nChanged 15
		SP:Iteration 28Q (13452.490000 sec): 3 clusters
  Score: Raw -4389606.880494 + Penalty 3420.713721 = -4386186.166773
  nChanged 10
		SP:Iteration 29Q (13452.570000 sec): 3 clusters
  Score: Raw -4389613.154861 + Penalty 3420.713721 = -4386192.441140
  nChanged 12
		SP:Iteration 30Q (13452.640000 sec): 3 clusters
  Score: Raw -4389620.167541 + Penalty 3420.713721 = -4386199.453821
  nChanged 9
		SP:Iteration 31Q (13452.710000 sec): 3 clusters
  Score: Raw -4389625.789390 + Penalty 3420.713721 = -4386205.075669
  nChanged 5
		SP:Iteration 32Q (13452.780000 sec): 3 clusters
  Score: Raw -4389628.729160 + Penalty 3420.713721 = -4386208.015439
  nChanged 4
		SP:Iteration 33Q (13452.850000 sec): 3 clusters
  Score: Raw -4389631.375179 + Penalty 3420.713721 = -4386210.661458
  nChanged 7
		SP:Iteration 34Q (13452.930000 sec): 3 clusters
  Score: Raw -4389635.048277 + Penalty 3420.713721 = -4386214.334557
  nChanged 8
		SP:Iteration 35Q (13453.000000 sec): 3 clusters
  Score: Raw -4389639.135696 + Penalty 3420.713721 = -4386218.421975
  nChanged 7
		SP:Iteration 36Q (13453.070000 sec): 3 clusters
  Score: Raw -4389642.815547 + Penalty 3420.713721 = -4386222.101826
  nChanged 8
		SP:Iteration 37Q (13453.140000 sec): 3 clusters
  Score: Raw -4389648.465642 + Penalty 3420.713721 = -4386227.751921
  nChanged 6
		SP:Iteration 38Q (13453.210000 sec): 3 clusters
  Score: Raw -4389652.670890 + Penalty 3420.713721 = -4386231.957170
  nChanged 10
		SP:Iteration 39Q (13453.290000 sec): 3 clusters
  Score: Raw -4389656.636511 + Penalty 3420.713721 = -4386235.922790
  nChanged 6
		SP:Iteration 40F (13453.390000 sec): 3 clusters
  Score: Raw -4389660.881887 + Penalty 3420.713721 = -4386240.168166
  nChanged 6
		SP:Iteration 41Q (13453.460000 sec): 3 clusters
  Score: Raw -4389663.455508 + Penalty 3420.713721 = -4386242.741787
  nChanged 3
		SP:Iteration 42Q (13453.530000 sec): 3 clusters
  Score: Raw -4389664.857898 + Penalty 3420.713721 = -4386244.144177
  nChanged 1
		SP:Iteration 43Q (13453.600000 sec): 3 clusters
  Score: Raw -4389665.218718 + Penalty 3420.713721 = -4386244.504998
  nChanged 2
		SP:Iteration 44Q (13453.670000 sec): 3 clusters
  Score: Raw -4389667.354613 + Penalty 3420.713721 = -4386246.640892
  nChanged 3
		SP:Iteration 45Q (13453.740000 sec): 3 clusters
  Score: Raw -4389669.211688 + Penalty 3420.713721 = -4386248.497967
  nChanged 1
		SP:Iteration 46Q (13453.810000 sec): 3 clusters
  Score: Raw -4389669.453925 + Penalty 3420.713721 = -4386248.740204
  nChanged 1
		SP:Iteration 47Q (13453.880000 sec): 3 clusters
  Score: Raw -4389669.704904 + Penalty 3420.713721 = -4386248.991183
  nChanged 1
		SP:Iteration 48Q (13453.950000 sec): 3 clusters
  Score: Raw -4389670.971061 + Penalty 3420.713721 = -4386250.257340
  nChanged 4
		SP:Iteration 49Q (13454.030000 sec): 3 clusters
  Score: Raw -4389672.447202 + Penalty 3420.713721 = -4386251.733482
  nChanged 3
		SP:Iteration 50Q (13454.100000 sec): 3 clusters
  Score: Raw -4389673.622707 + Penalty 3420.713721 = -4386252.908987
  nChanged 2
		SP:Iteration 51Q (13454.170000 sec): 3 clusters
  Score: Raw -4389675.064908 + Penalty 3420.713721 = -4386254.351187
  nChanged 3
		SP:Iteration 52Q (13454.240000 sec): 3 clusters
  Score: Raw -4389675.905538 + Penalty 3420.713721 = -4386255.191817
  nChanged 1
		SP:Iteration 53Q (13454.310000 sec): 3 clusters
  Score: Raw -4389676.218530 + Penalty 3420.713721 = -4386255.504809
  nChanged 3
		SP:Iteration 54Q (13454.380000 sec): 3 clusters
  Score: Raw -4389677.410155 + Penalty 3420.713721 = -4386256.696435
  nChanged 2
		SP:Iteration 55Q (13454.450000 sec): 3 clusters
  Score: Raw -4389678.258876 + Penalty 3420.713721 = -4386257.545155
  nChanged 1
		SP:Iteration 56Q (13454.530000 sec): 3 clusters
  Score: Raw -4389678.490769 + Penalty 3420.713721 = -4386257.777048
  nChanged 1
		SP:Iteration 57Q (13454.590000 sec): 3 clusters
  Score: Raw -4389679.118616 + Penalty 3420.713721 = -4386258.404895
  nChanged 1
		SP:Iteration 58Q (13454.670000 sec): 3 clusters
  Score: Raw -4389679.365624 + Penalty 3420.713721 = -4386258.651904
  nChanged 0
		SP:Iteration 59F (13454.770000 sec): 3 clusters
  Score: Raw -4389679.365624 + Penalty 3420.713721 = -4386258.651904
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13454.790000 sec): 2 clusters
  Score: Raw -55004.371642 + Penalty 1016.247182 = -53988.124460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13454.790000 sec): 3 clusters
  Score: Raw -54974.437548 + Penalty 2032.494364 = -52941.943185
  nChanged 141
		SP:Iteration 1F (13454.790000 sec): 3 clusters
  Score: Raw -55164.063853 + Penalty 2032.494364 = -53131.569489
  nChanged 37
		SP:Iteration 2F (13454.790000 sec): 3 clusters
  Score: Raw -55245.699117 + Penalty 2032.494364 = -53213.204753
  nChanged 20
		SP:Iteration 3Q (13454.790000 sec): 3 clusters
  Score: Raw -55281.802798 + Penalty 2032.494364 = -53249.308434
  nChanged 16
		SP:Iteration 4Q (13454.800000 sec): 3 clusters
  Score: Raw -55313.652201 + Penalty 2032.494364 = -53281.157837
  nChanged 3
		SP:Iteration 5Q (13454.800000 sec): 3 clusters
  Score: Raw -55317.758037 + Penalty 2032.494364 = -53285.263673
  nChanged 1
		SP:Iteration 6Q (13454.800000 sec): 3 clusters
  Score: Raw -55318.700529 + Penalty 2032.494364 = -53286.206165
  nChanged 2
		SP:Iteration 7Q (13454.800000 sec): 3 clusters
  Score: Raw -55322.419947 + Penalty 2032.494364 = -53289.925583
  nChanged 3
		SP:Iteration 8Q (13454.800000 sec): 3 clusters
  Score: Raw -55330.550280 + Penalty 2032.494364 = -53298.055916
  nChanged 4
		SP:Iteration 9Q (13454.800000 sec): 3 clusters
  Score: Raw -55337.486497 + Penalty 2032.494364 = -53304.992134
  nChanged 0
		SP:Iteration 10F (13454.810000 sec): 3 clusters
  Score: Raw -55337.486497 + Penalty 2032.494364 = -53304.992134
  nChanged 0
Iteration 179Q (13466.620000 sec): 82 clusters
  Score: Raw -173892782.497532 + Penalty 187643.020841 = -173705139.476691
  nChanged 28
Iteration 180F (13577.210000 sec): 82 clusters
  Score: Raw -173892798.294835 + Penalty 187643.020841 = -173705155.273995
  nChanged 40
Iteration 181Q (13588.910000 sec): 82 clusters
  Score: Raw -173892890.865841 + Penalty 187643.020841 = -173705247.845000
  nChanged 50
Iteration 182Q (13600.750000 sec): 82 clusters
  Score: Raw -173893064.444144 + Penalty 187643.020841 = -173705421.423304
  nChanged 71
Iteration 183Q (13612.400000 sec): 82 clusters
  Score: Raw -173893125.241394 + Penalty 187643.020841 = -173705482.220553
  nChanged 70
Iteration 184Q (13624.270000 sec): 82 clusters
  Score: Raw -173893140.605287 + Penalty 187643.020841 = -173705497.584446
  nChanged 62
Iteration 185Q (13636.170000 sec): 82 clusters
  Score: Raw -173893151.702909 + Penalty 187643.020841 = -173705508.682068
  nChanged 61
Iteration 186Q (13647.850000 sec): 82 clusters
  Score: Raw -173893161.285357 + Penalty 187643.020841 = -173705518.264516
  nChanged 59
Iteration 187Q (13659.420000 sec): 82 clusters
  Score: Raw -173893171.719145 + Penalty 187643.020841 = -173705528.698305
  nChanged 61
Iteration 188Q (13670.960000 sec): 82 clusters
  Score: Raw -173893181.074148 + Penalty 187643.020841 = -173705538.053307
  nChanged 49
Iteration 189Q (13682.570000 sec): 82 clusters
  Score: Raw -173893189.807034 + Penalty 187643.020841 = -173705546.786193
  nChanged 52
Iteration 190Q (13694.090000 sec): 82 clusters
  Score: Raw -173893197.106627 + Penalty 187643.020841 = -173705554.085787
  nChanged 45
Iteration 191Q (13705.620000 sec): 82 clusters
  Score: Raw -173893203.611908 + Penalty 187643.020841 = -173705560.591067
  nChanged 37
Iteration 192Q (13717.170000 sec): 82 clusters
  Score: Raw -173893208.386804 + Penalty 187643.020841 = -173705565.365964
  nChanged 30
Iteration 193Q (13728.860000 sec): 82 clusters
  Score: Raw -173893213.820641 + Penalty 187643.020841 = -173705570.799800
  nChanged 40
Iteration 194Q (13740.660000 sec): 82 clusters
  Score: Raw -173893218.884111 + Penalty 187643.020841 = -173705575.863270
  nChanged 46
Iteration 195Q (13752.410000 sec): 82 clusters
  Score: Raw -173893226.037428 + Penalty 187643.020841 = -173705583.016587
  nChanged 36
Iteration 196Q (13764.130000 sec): 82 clusters
  Score: Raw -173893231.535408 + Penalty 187643.020841 = -173705588.514567
  nChanged 25
Iteration 197Q (13775.910000 sec): 82 clusters
  Score: Raw -173893233.803050 + Penalty 187643.020841 = -173705590.782209
  nChanged 16
Iteration 198Q (13787.740000 sec): 82 clusters
  Score: Raw -173893235.588235 + Penalty 187643.020841 = -173705592.567394
  nChanged 22
Iteration 199Q (13799.500000 sec): 82 clusters
  Score: Raw -173893238.034976 + Penalty 187643.020841 = -173705595.014135
  nChanged 17
Iteration 200F (13910.220000 sec): 82 clusters
  Score: Raw -173893240.147477 + Penalty 187643.020841 = -173705597.126636
  nChanged 15
Iteration 201Q (13922.010000 sec): 82 clusters
  Score: Raw -173893241.636747 + Penalty 187643.020841 = -173705598.615906
  nChanged 20
Iteration 202Q (13933.800000 sec): 82 clusters
  Score: Raw -173893243.192192 + Penalty 187643.020841 = -173705600.171352
  nChanged 14
Iteration 203Q (13945.520000 sec): 82 clusters
  Score: Raw -173893245.065204 + Penalty 187643.020841 = -173705602.044364
  nChanged 15
Iteration 204Q (13957.100000 sec): 82 clusters
  Score: Raw -173893247.785825 + Penalty 187643.020841 = -173705604.764984
  nChanged 15
Iteration 205Q (13968.730000 sec): 82 clusters
  Score: Raw -173893250.172564 + Penalty 187643.020841 = -173705607.151723
  nChanged 17
Iteration 206Q (13980.400000 sec): 82 clusters
  Score: Raw -173893251.729197 + Penalty 187643.020841 = -173705608.708356
  nChanged 8
Iteration 207Q (13991.990000 sec): 82 clusters
  Score: Raw -173893252.246689 + Penalty 187643.020841 = -173705609.225848
  nChanged 13
Iteration 208Q (14003.560000 sec): 82 clusters
  Score: Raw -173893252.832089 + Penalty 187643.020841 = -173705609.811248
  nChanged 12
Iteration 209Q (14015.190000 sec): 82 clusters
  Score: Raw -173893253.122060 + Penalty 187643.020841 = -173705610.101219
  nChanged 11
Iteration 210Q (14026.830000 sec): 82 clusters
  Score: Raw -173893253.369339 + Penalty 187643.020841 = -173705610.348498
  nChanged 8
Iteration 211Q (14038.440000 sec): 82 clusters
  Score: Raw -173893253.538932 + Penalty 187643.020841 = -173705610.518091
  nChanged 18
Iteration 212Q (14050.180000 sec): 82 clusters
  Score: Raw -173893253.906544 + Penalty 187643.020841 = -173705610.885704
  nChanged 16
Iteration 213Q (14061.940000 sec): 82 clusters
  Score: Raw -173893254.215116 + Penalty 187643.020841 = -173705611.194276
  nChanged 26
Iteration 214Q (14073.910000 sec): 82 clusters
  Score: Raw -173893254.880641 + Penalty 187643.020841 = -173705611.859800
  nChanged 21
Iteration 215Q (14085.820000 sec): 82 clusters
  Score: Raw -173893255.334647 + Penalty 187643.020841 = -173705612.313806
  nChanged 24
Iteration 216Q (14097.650000 sec): 82 clusters
  Score: Raw -173893256.126431 + Penalty 187643.020841 = -173705613.105591
  nChanged 22
Iteration 217Q (14109.560000 sec): 82 clusters
  Score: Raw -173893256.799722 + Penalty 187643.020841 = -173705613.778882
  nChanged 21
Iteration 218Q (14121.480000 sec): 82 clusters
  Score: Raw -173893257.483563 + Penalty 187643.020841 = -173705614.462722
  nChanged 18
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173893257.483563 + Penalty 187643.020841 = -173705614.462722
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14121.710000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14121.710000 sec): 3 clusters
  Score: Raw -23978.922326 + Penalty 1737.809947 = -22241.112378
  nChanged 31
		SP:Iteration 1F (14121.710000 sec): 3 clusters
  Score: Raw -24069.826853 + Penalty 1737.809947 = -22332.016905
  nChanged 2
		SP:Iteration 2Q (14121.710000 sec): 3 clusters
  Score: Raw -24074.383448 + Penalty 1737.809947 = -22336.573501
  nChanged 2
		SP:Iteration 3Q (14121.710000 sec): 3 clusters
  Score: Raw -24080.207976 + Penalty 1737.809947 = -22342.398028
  nChanged 3
		SP:Iteration 4Q (14121.710000 sec): 3 clusters
  Score: Raw -24084.550408 + Penalty 1737.809947 = -22346.740460
  nChanged 1
		SP:Iteration 5Q (14121.720000 sec): 3 clusters
  Score: Raw -24090.048870 + Penalty 1737.809947 = -22352.238922
  nChanged 1
		SP:Iteration 6Q (14121.720000 sec): 3 clusters
  Score: Raw -24094.885008 + Penalty 1737.809947 = -22357.075060
  nChanged 0
		SP:Iteration 7F (14121.720000 sec): 3 clusters
  Score: Raw -24094.885008 + Penalty 1737.809947 = -22357.075060
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (5362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14121.740000 sec): 2 clusters
  Score: Raw -567435.082768 + Penalty 1395.402502 = -566039.680266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14121.750000 sec): 3 clusters
  Score: Raw -564641.484305 + Penalty 2790.805004 = -561850.679302
  nChanged 2188
		SP:Iteration 1F (14121.770000 sec): 3 clusters
  Score: Raw -566179.204705 + Penalty 2790.805004 = -563388.399701
  nChanged 548
		SP:Iteration 2F (14121.780000 sec): 3 clusters
  Score: Raw -566768.063446 + Penalty 2790.805004 = -563977.258443
  nChanged 439
		SP:Iteration 3F (14121.800000 sec): 3 clusters
  Score: Raw -567182.905799 + Penalty 2790.805004 = -564392.100795
  nChanged 330
		SP:Iteration 4F (14121.810000 sec): 3 clusters
  Score: Raw -567412.434345 + Penalty 2790.805004 = -564621.629341
  nChanged 220
		SP:Iteration 5Q (14121.820000 sec): 3 clusters
  Score: Raw -567541.977453 + Penalty 2790.805004 = -564751.172449
  nChanged 163
		SP:Iteration 6Q (14121.840000 sec): 3 clusters
  Score: Raw -567634.948187 + Penalty 2790.805004 = -564844.143184
  nChanged 117
		SP:Iteration 7Q (14121.850000 sec): 3 clusters
  Score: Raw -567699.000785 + Penalty 2790.805004 = -564908.195781
  nChanged 99
		SP:Iteration 8Q (14121.860000 sec): 3 clusters
  Score: Raw -567747.100489 + Penalty 2790.805004 = -564956.295486
  nChanged 81
		SP:Iteration 9Q (14121.880000 sec): 3 clusters
  Score: Raw -567790.982104 + Penalty 2790.805004 = -565000.177100
  nChanged 73
		SP:Iteration 10Q (14121.890000 sec): 3 clusters
  Score: Raw -567838.499481 + Penalty 2790.805004 = -565047.694477
  nChanged 78
		SP:Iteration 11Q (14121.900000 sec): 3 clusters
  Score: Raw -567891.412435 + Penalty 2790.805004 = -565100.607431
  nChanged 91
		SP:Iteration 12Q (14121.910000 sec): 3 clusters
  Score: Raw -567946.705669 + Penalty 2790.805004 = -565155.900665
  nChanged 90
		SP:Iteration 13Q (14121.930000 sec): 3 clusters
  Score: Raw -568011.421699 + Penalty 2790.805004 = -565220.616695
  nChanged 106
		SP:Iteration 14Q (14121.940000 sec): 3 clusters
  Score: Raw -568079.087056 + Penalty 2790.805004 = -565288.282053
  nChanged 88
		SP:Iteration 15Q (14121.950000 sec): 3 clusters
  Score: Raw -568133.012597 + Penalty 2790.805004 = -565342.207593
  nChanged 80
		SP:Iteration 16Q (14121.960000 sec): 3 clusters
  Score: Raw -568181.412519 + Penalty 2790.805004 = -565390.607515
  nChanged 76
		SP:Iteration 17Q (14121.980000 sec): 3 clusters
  Score: Raw -568230.402939 + Penalty 2790.805004 = -565439.597935
  nChanged 72
		SP:Iteration 18Q (14121.990000 sec): 3 clusters
  Score: Raw -568274.866061 + Penalty 2790.805004 = -565484.061057
  nChanged 58
		SP:Iteration 19Q (14122.000000 sec): 3 clusters
  Score: Raw -568304.904956 + Penalty 2790.805004 = -565514.099953
  nChanged 52
		SP:Iteration 20F (14122.010000 sec): 3 clusters
  Score: Raw -568335.195175 + Penalty 2790.805004 = -565544.390171
  nChanged 52
		SP:Iteration 21Q (14122.020000 sec): 3 clusters
  Score: Raw -568371.674745 + Penalty 2790.805004 = -565580.869742
  nChanged 51
		SP:Iteration 22Q (14122.040000 sec): 3 clusters
  Score: Raw -568404.136524 + Penalty 2790.805004 = -565613.331520
  nChanged 57
		SP:Iteration 23Q (14122.050000 sec): 3 clusters
  Score: Raw -568443.320681 + Penalty 2790.805004 = -565652.515677
  nChanged 55
		SP:Iteration 24Q (14122.060000 sec): 3 clusters
  Score: Raw -568472.312082 + Penalty 2790.805004 = -565681.507079
  nChanged 37
		SP:Iteration 25Q (14122.070000 sec): 3 clusters
  Score: Raw -568489.381935 + Penalty 2790.805004 = -565698.576932
  nChanged 31
		SP:Iteration 26Q (14122.080000 sec): 3 clusters
  Score: Raw -568501.282615 + Penalty 2790.805004 = -565710.477611
  nChanged 26
		SP:Iteration 27Q (14122.100000 sec): 3 clusters
  Score: Raw -568511.450736 + Penalty 2790.805004 = -565720.645732
  nChanged 19
		SP:Iteration 28Q (14122.110000 sec): 3 clusters
  Score: Raw -568522.024902 + Penalty 2790.805004 = -565731.219898
  nChanged 26
		SP:Iteration 29Q (14122.120000 sec): 3 clusters
  Score: Raw -568539.076996 + Penalty 2790.805004 = -565748.271992
  nChanged 20
		SP:Iteration 30Q (14122.130000 sec): 3 clusters
  Score: Raw -568547.373483 + Penalty 2790.805004 = -565756.568479
  nChanged 18
		SP:Iteration 31Q (14122.140000 sec): 3 clusters
  Score: Raw -568556.298786 + Penalty 2790.805004 = -565765.493783
  nChanged 15
		SP:Iteration 32Q (14122.150000 sec): 3 clusters
  Score: Raw -568562.223667 + Penalty 2790.805004 = -565771.418663
  nChanged 12
		SP:Iteration 33Q (14122.160000 sec): 3 clusters
  Score: Raw -568568.694671 + Penalty 2790.805004 = -565777.889667
  nChanged 14
		SP:Iteration 34Q (14122.180000 sec): 3 clusters
  Score: Raw -568575.414409 + Penalty 2790.805004 = -565784.609405
  nChanged 19
		SP:Iteration 35Q (14122.190000 sec): 3 clusters
  Score: Raw -568585.663613 + Penalty 2790.805004 = -565794.858609
  nChanged 20
		SP:Iteration 36Q (14122.200000 sec): 3 clusters
  Score: Raw -568594.710196 + Penalty 2790.805004 = -565803.905193
  nChanged 20
		SP:Iteration 37Q (14122.210000 sec): 3 clusters
  Score: Raw -568602.331658 + Penalty 2790.805004 = -565811.526654
  nChanged 13
		SP:Iteration 38Q (14122.220000 sec): 3 clusters
  Score: Raw -568608.372731 + Penalty 2790.805004 = -565817.567728
  nChanged 19
		SP:Iteration 39Q (14122.230000 sec): 3 clusters
  Score: Raw -568617.104144 + Penalty 2790.805004 = -565826.299140
  nChanged 25
		SP:Iteration 40F (14122.240000 sec): 3 clusters
  Score: Raw -568635.583009 + Penalty 2790.805004 = -565844.778006
  nChanged 35
		SP:Iteration 41Q (14122.260000 sec): 3 clusters
  Score: Raw -568663.855506 + Penalty 2790.805004 = -565873.050503
  nChanged 32
		SP:Iteration 42Q (14122.270000 sec): 3 clusters
  Score: Raw -568697.558714 + Penalty 2790.805004 = -565906.753710
  nChanged 47
		SP:Iteration 43Q (14122.280000 sec): 3 clusters
  Score: Raw -568735.516443 + Penalty 2790.805004 = -565944.711440
  nChanged 41
		SP:Iteration 44Q (14122.290000 sec): 3 clusters
  Score: Raw -568766.080935 + Penalty 2790.805004 = -565975.275931
  nChanged 35
		SP:Iteration 45Q (14122.300000 sec): 3 clusters
  Score: Raw -568790.282559 + Penalty 2790.805004 = -565999.477555
  nChanged 31
		SP:Iteration 46Q (14122.310000 sec): 3 clusters
  Score: Raw -568808.831178 + Penalty 2790.805004 = -566018.026174
  nChanged 29
		SP:Iteration 47Q (14122.320000 sec): 3 clusters
  Score: Raw -568829.880121 + Penalty 2790.805004 = -566039.075118
  nChanged 26
		SP:Iteration 48Q (14122.330000 sec): 3 clusters
  Score: Raw -568847.147562 + Penalty 2790.805004 = -566056.342558
  nChanged 33
		SP:Iteration 49Q (14122.340000 sec): 3 clusters
  Score: Raw -568867.509886 + Penalty 2790.805004 = -566076.704883
  nChanged 27
		SP:Iteration 50Q (14122.350000 sec): 3 clusters
  Score: Raw -568882.368311 + Penalty 2790.805004 = -566091.563307
  nChanged 23
		SP:Iteration 51Q (14122.360000 sec): 3 clusters
  Score: Raw -568892.209461 + Penalty 2790.805004 = -566101.404458
  nChanged 18
		SP:Iteration 52Q (14122.380000 sec): 3 clusters
  Score: Raw -568901.391169 + Penalty 2790.805004 = -566110.586166
  nChanged 16
		SP:Iteration 53Q (14122.380000 sec): 3 clusters
  Score: Raw -568909.936839 + Penalty 2790.805004 = -566119.131835
  nChanged 20
		SP:Iteration 54Q (14122.400000 sec): 3 clusters
  Score: Raw -568919.982070 + Penalty 2790.805004 = -566129.177066
  nChanged 19
		SP:Iteration 55Q (14122.410000 sec): 3 clusters
  Score: Raw -568930.590896 + Penalty 2790.805004 = -566139.785892
  nChanged 17
		SP:Iteration 56Q (14122.420000 sec): 3 clusters
  Score: Raw -568944.410395 + Penalty 2790.805004 = -566153.605391
  nChanged 27
		SP:Iteration 57Q (14122.430000 sec): 3 clusters
  Score: Raw -568968.461766 + Penalty 2790.805004 = -566177.656763
  nChanged 32
		SP:Iteration 58Q (14122.440000 sec): 3 clusters
  Score: Raw -569009.924619 + Penalty 2790.805004 = -566219.119615
  nChanged 45
		SP:Iteration 59Q (14122.450000 sec): 3 clusters
  Score: Raw -569103.650133 + Penalty 2790.805004 = -566312.845130
  nChanged 51
		SP:Iteration 60F (14122.460000 sec): 3 clusters
  Score: Raw -569233.823180 + Penalty 2790.805004 = -566443.018176
  nChanged 36
		SP:Iteration 61Q (14122.470000 sec): 3 clusters
  Score: Raw -569282.758106 + Penalty 2790.805004 = -566491.953103
  nChanged 24
		SP:Iteration 62Q (14122.480000 sec): 3 clusters
  Score: Raw -569302.017414 + Penalty 2790.805004 = -566511.212411
  nChanged 10
		SP:Iteration 63Q (14122.490000 sec): 3 clusters
  Score: Raw -569307.179760 + Penalty 2790.805004 = -566516.374756
  nChanged 4
		SP:Iteration 64Q (14122.500000 sec): 3 clusters
  Score: Raw -569310.883398 + Penalty 2790.805004 = -566520.078394
  nChanged 5
		SP:Iteration 65Q (14122.510000 sec): 3 clusters
  Score: Raw -569314.185734 + Penalty 2790.805004 = -566523.380730
  nChanged 6
		SP:Iteration 66Q (14122.520000 sec): 3 clusters
  Score: Raw -569317.003644 + Penalty 2790.805004 = -566526.198640
  nChanged 2
		SP:Iteration 67Q (14122.530000 sec): 3 clusters
  Score: Raw -569318.034577 + Penalty 2790.805004 = -566527.229573
  nChanged 1
		SP:Iteration 68Q (14122.540000 sec): 3 clusters
  Score: Raw -569318.407075 + Penalty 2790.805004 = -566527.602072
  nChanged 1
		SP:Iteration 69Q (14122.560000 sec): 3 clusters
  Score: Raw -569319.888785 + Penalty 2790.805004 = -566529.083781
  nChanged 3
		SP:Iteration 70Q (14122.560000 sec): 3 clusters
  Score: Raw -569322.119180 + Penalty 2790.805004 = -566531.314176
  nChanged 3
		SP:Iteration 71Q (14122.580000 sec): 3 clusters
  Score: Raw -569323.426295 + Penalty 2790.805004 = -566532.621292
  nChanged 1
		SP:Iteration 72Q (14122.580000 sec): 3 clusters
  Score: Raw -569323.681072 + Penalty 2790.805004 = -566532.876069
  nChanged 0
		SP:Iteration 73F (14122.600000 sec): 3 clusters
  Score: Raw -569323.681072 + Penalty 2790.805004 = -566532.876069
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (34485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14122.720000 sec): 2 clusters
  Score: Raw -3712332.770484 + Penalty 1697.845455 = -3710634.925029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14122.810000 sec): 3 clusters
  Score: Raw -3691035.875765 + Penalty 3395.690911 = -3687640.184854
  nChanged 15898
		SP:Iteration 1F (14122.900000 sec): 3 clusters
  Score: Raw -3700531.653333 + Penalty 3395.690911 = -3697135.962422
  nChanged 2152
		SP:Iteration 2F (14123.000000 sec): 3 clusters
  Score: Raw -3701735.339158 + Penalty 3395.690911 = -3698339.648247
  nChanged 2348
		SP:Iteration 3F (14123.090000 sec): 3 clusters
  Score: Raw -3703374.022772 + Penalty 3395.690911 = -3699978.331861
  nChanged 2502
		SP:Iteration 4F (14123.180000 sec): 3 clusters
  Score: Raw -3705318.293811 + Penalty 3395.690911 = -3701922.602900
  nChanged 2370
		SP:Iteration 5F (14123.270000 sec): 3 clusters
  Score: Raw -3707247.689536 + Penalty 3395.690911 = -3703851.998625
  nChanged 1981
		SP:Iteration 6F (14123.360000 sec): 3 clusters
  Score: Raw -3708812.857523 + Penalty 3395.690911 = -3705417.166612
  nChanged 1464
		SP:Iteration 7Q (14123.450000 sec): 3 clusters
  Score: Raw -3709872.319993 + Penalty 3395.690911 = -3706476.629082
  nChanged 1096
		SP:Iteration 8Q (14123.540000 sec): 3 clusters
  Score: Raw -3710548.434714 + Penalty 3395.690911 = -3707152.743803
  nChanged 773
		SP:Iteration 9Q (14123.620000 sec): 3 clusters
  Score: Raw -3710989.648659 + Penalty 3395.690911 = -3707593.957749
  nChanged 657
		SP:Iteration 10Q (14123.700000 sec): 3 clusters
  Score: Raw -3711339.260852 + Penalty 3395.690911 = -3707943.569941
  nChanged 549
		SP:Iteration 11Q (14123.780000 sec): 3 clusters
  Score: Raw -3711611.894954 + Penalty 3395.690911 = -3708216.204043
  nChanged 456
		SP:Iteration 12Q (14123.860000 sec): 3 clusters
  Score: Raw -3711822.410117 + Penalty 3395.690911 = -3708426.719206
  nChanged 352
		SP:Iteration 13Q (14123.940000 sec): 3 clusters
  Score: Raw -3711970.539555 + Penalty 3395.690911 = -3708574.848645
  nChanged 302
		SP:Iteration 14Q (14124.010000 sec): 3 clusters
  Score: Raw -3712098.983445 + Penalty 3395.690911 = -3708703.292534
  nChanged 267
		SP:Iteration 15Q (14124.090000 sec): 3 clusters
  Score: Raw -3712206.862220 + Penalty 3395.690911 = -3708811.171309
  nChanged 209
		SP:Iteration 16Q (14124.160000 sec): 3 clusters
  Score: Raw -3712285.001756 + Penalty 3395.690911 = -3708889.310845
  nChanged 173
		SP:Iteration 17Q (14124.230000 sec): 3 clusters
  Score: Raw -3712354.330866 + Penalty 3395.690911 = -3708958.639956
  nChanged 168
		SP:Iteration 18Q (14124.310000 sec): 3 clusters
  Score: Raw -3712426.860051 + Penalty 3395.690911 = -3709031.169140
  nChanged 141
		SP:Iteration 19Q (14124.380000 sec): 3 clusters
  Score: Raw -3712487.219376 + Penalty 3395.690911 = -3709091.528465
  nChanged 132
		SP:Iteration 20F (14124.470000 sec): 3 clusters
  Score: Raw -3712541.990116 + Penalty 3395.690911 = -3709146.299205
  nChanged 116
		SP:Iteration 21Q (14124.540000 sec): 3 clusters
  Score: Raw -3712587.582922 + Penalty 3395.690911 = -3709191.892011
  nChanged 100
		SP:Iteration 22Q (14124.610000 sec): 3 clusters
  Score: Raw -3712628.411121 + Penalty 3395.690911 = -3709232.720210
  nChanged 95
		SP:Iteration 23Q (14124.680000 sec): 3 clusters
  Score: Raw -3712667.244232 + Penalty 3395.690911 = -3709271.553321
  nChanged 73
		SP:Iteration 24Q (14124.750000 sec): 3 clusters
  Score: Raw -3712698.740273 + Penalty 3395.690911 = -3709303.049362
  nChanged 63
		SP:Iteration 25Q (14124.820000 sec): 3 clusters
  Score: Raw -3712721.526707 + Penalty 3395.690911 = -3709325.835796
  nChanged 44
		SP:Iteration 26Q (14124.880000 sec): 3 clusters
  Score: Raw -3712738.240816 + Penalty 3395.690911 = -3709342.549905
  nChanged 44
		SP:Iteration 27Q (14124.950000 sec): 3 clusters
  Score: Raw -3712752.326409 + Penalty 3395.690911 = -3709356.635498
  nChanged 35
		SP:Iteration 28Q (14125.020000 sec): 3 clusters
  Score: Raw -3712765.025618 + Penalty 3395.690911 = -3709369.334707
  nChanged 30
		SP:Iteration 29Q (14125.090000 sec): 3 clusters
  Score: Raw -3712774.797660 + Penalty 3395.690911 = -3709379.106749
  nChanged 27
		SP:Iteration 30Q (14125.160000 sec): 3 clusters
  Score: Raw -3712782.683592 + Penalty 3395.690911 = -3709386.992681
  nChanged 20
		SP:Iteration 31Q (14125.220000 sec): 3 clusters
  Score: Raw -3712787.875615 + Penalty 3395.690911 = -3709392.184704
  nChanged 13
		SP:Iteration 32Q (14125.280000 sec): 3 clusters
  Score: Raw -3712791.095224 + Penalty 3395.690911 = -3709395.404314
  nChanged 15
		SP:Iteration 33Q (14125.350000 sec): 3 clusters
  Score: Raw -3712794.842183 + Penalty 3395.690911 = -3709399.151272
  nChanged 8
		SP:Iteration 34Q (14125.420000 sec): 3 clusters
  Score: Raw -3712797.114997 + Penalty 3395.690911 = -3709401.424086
  nChanged 8
		SP:Iteration 35Q (14125.480000 sec): 3 clusters
  Score: Raw -3712798.959186 + Penalty 3395.690911 = -3709403.268275
  nChanged 5
		SP:Iteration 36Q (14125.550000 sec): 3 clusters
  Score: Raw -3712800.948850 + Penalty 3395.690911 = -3709405.257939
  nChanged 6
		SP:Iteration 37Q (14125.620000 sec): 3 clusters
  Score: Raw -3712802.268468 + Penalty 3395.690911 = -3709406.577557
  nChanged 3
		SP:Iteration 38Q (14125.680000 sec): 3 clusters
  Score: Raw -3712803.514328 + Penalty 3395.690911 = -3709407.823417
  nChanged 8
		SP:Iteration 39Q (14125.750000 sec): 3 clusters
  Score: Raw -3712808.648754 + Penalty 3395.690911 = -3709412.957843
  nChanged 14
		SP:Iteration 40F (14125.840000 sec): 3 clusters
  Score: Raw -3712814.477318 + Penalty 3395.690911 = -3709418.786407
  nChanged 22
		SP:Iteration 41Q (14125.900000 sec): 3 clusters
  Score: Raw -3712822.306058 + Penalty 3395.690911 = -3709426.615147
  nChanged 15
		SP:Iteration 42Q (14125.970000 sec): 3 clusters
  Score: Raw -3712827.030837 + Penalty 3395.690911 = -3709431.339926
  nChanged 11
		SP:Iteration 43Q (14126.040000 sec): 3 clusters
  Score: Raw -3712831.357513 + Penalty 3395.690911 = -3709435.666602
  nChanged 17
		SP:Iteration 44Q (14126.100000 sec): 3 clusters
  Score: Raw -3712836.954246 + Penalty 3395.690911 = -3709441.263335
  nChanged 11
		SP:Iteration 45Q (14126.160000 sec): 3 clusters
  Score: Raw -3712841.899665 + Penalty 3395.690911 = -3709446.208754
  nChanged 16
		SP:Iteration 46Q (14126.230000 sec): 3 clusters
  Score: Raw -3712846.387606 + Penalty 3395.690911 = -3709450.696695
  nChanged 10
		SP:Iteration 47Q (14126.290000 sec): 3 clusters
  Score: Raw -3712849.236409 + Penalty 3395.690911 = -3709453.545498
  nChanged 11
		SP:Iteration 48Q (14126.360000 sec): 3 clusters
  Score: Raw -3712852.984534 + Penalty 3395.690911 = -3709457.293623
  nChanged 9
		SP:Iteration 49Q (14126.420000 sec): 3 clusters
  Score: Raw -3712856.328788 + Penalty 3395.690911 = -3709460.637877
  nChanged 8
		SP:Iteration 50Q (14126.490000 sec): 3 clusters
  Score: Raw -3712858.591791 + Penalty 3395.690911 = -3709462.900880
  nChanged 4
		SP:Iteration 51Q (14126.560000 sec): 3 clusters
  Score: Raw -3712860.285348 + Penalty 3395.690911 = -3709464.594437
  nChanged 5
		SP:Iteration 52Q (14126.620000 sec): 3 clusters
  Score: Raw -3712861.517901 + Penalty 3395.690911 = -3709465.826990
  nChanged 3
		SP:Iteration 53Q (14126.690000 sec): 3 clusters
  Score: Raw -3712863.190834 + Penalty 3395.690911 = -3709467.499923
  nChanged 6
		SP:Iteration 54Q (14126.760000 sec): 3 clusters
  Score: Raw -3712865.014430 + Penalty 3395.690911 = -3709469.323520
  nChanged 6
		SP:Iteration 55Q (14126.820000 sec): 3 clusters
  Score: Raw -3712866.327560 + Penalty 3395.690911 = -3709470.636649
  nChanged 5
		SP:Iteration 56Q (14126.880000 sec): 3 clusters
  Score: Raw -3712868.223036 + Penalty 3395.690911 = -3709472.532125
  nChanged 6
		SP:Iteration 57Q (14126.950000 sec): 3 clusters
  Score: Raw -3712870.424102 + Penalty 3395.690911 = -3709474.733191
  nChanged 5
		SP:Iteration 58Q (14127.010000 sec): 3 clusters
  Score: Raw -3712871.896150 + Penalty 3395.690911 = -3709476.205240
  nChanged 5
		SP:Iteration 59Q (14127.080000 sec): 3 clusters
  Score: Raw -3712874.167992 + Penalty 3395.690911 = -3709478.477081
  nChanged 4
		SP:Iteration 60F (14127.160000 sec): 3 clusters
  Score: Raw -3712876.105626 + Penalty 3395.690911 = -3709480.414715
  nChanged 7
		SP:Iteration 61Q (14127.230000 sec): 3 clusters
  Score: Raw -3712878.555826 + Penalty 3395.690911 = -3709482.864915
  nChanged 6
		SP:Iteration 62Q (14127.290000 sec): 3 clusters
  Score: Raw -3712881.142482 + Penalty 3395.690911 = -3709485.451571
  nChanged 4
		SP:Iteration 63Q (14127.360000 sec): 3 clusters
  Score: Raw -3712882.163902 + Penalty 3395.690911 = -3709486.472991
  nChanged 0
		SP:Iteration 64F (14127.440000 sec): 3 clusters
  Score: Raw -3712882.163902 + Penalty 3395.690911 = -3709486.472991
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14127.520000 sec): 2 clusters
  Score: Raw -3185589.414233 + Penalty 1659.378551 = -3183930.035682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14127.590000 sec): 3 clusters
  Score: Raw -3168985.443618 + Penalty 3318.757102 = -3165666.686515
  nChanged 12412
		SP:Iteration 1F (14127.660000 sec): 3 clusters
  Score: Raw -3175669.719068 + Penalty 3318.757102 = -3172350.961966
  nChanged 1314
		SP:Iteration 2Q (14127.740000 sec): 3 clusters
  Score: Raw -3176131.013574 + Penalty 3318.757102 = -3172812.256472
  nChanged 1295
		SP:Iteration 3Q (14127.810000 sec): 3 clusters
  Score: Raw -3176647.411564 + Penalty 3318.757102 = -3173328.654462
  nChanged 1417
		SP:Iteration 4F (14127.880000 sec): 3 clusters
  Score: Raw -3177285.917122 + Penalty 3318.757102 = -3173967.160020
  nChanged 1506
		SP:Iteration 5F (14127.950000 sec): 3 clusters
  Score: Raw -3178143.452679 + Penalty 3318.757102 = -3174824.695577
  nChanged 1739
		SP:Iteration 6F (14128.020000 sec): 3 clusters
  Score: Raw -3179213.468028 + Penalty 3318.757102 = -3175894.710925
  nChanged 1682
		SP:Iteration 7F (14128.090000 sec): 3 clusters
  Score: Raw -3180372.674908 + Penalty 3318.757102 = -3177053.917806
  nChanged 1625
		SP:Iteration 8F (14128.160000 sec): 3 clusters
  Score: Raw -3181558.355818 + Penalty 3318.757102 = -3178239.598716
  nChanged 1392
		SP:Iteration 9F (14128.230000 sec): 3 clusters
  Score: Raw -3182636.357252 + Penalty 3318.757102 = -3179317.600150
  nChanged 1081
		SP:Iteration 10Q (14128.300000 sec): 3 clusters
  Score: Raw -3183517.218605 + Penalty 3318.757102 = -3180198.461503
  nChanged 861
		SP:Iteration 11Q (14128.370000 sec): 3 clusters
  Score: Raw -3184181.507903 + Penalty 3318.757102 = -3180862.750801
  nChanged 604
		SP:Iteration 12Q (14128.430000 sec): 3 clusters
  Score: Raw -3184652.650004 + Penalty 3318.757102 = -3181333.892902
  nChanged 452
		SP:Iteration 13Q (14128.490000 sec): 3 clusters
  Score: Raw -3184988.759134 + Penalty 3318.757102 = -3181670.002031
  nChanged 317
		SP:Iteration 14Q (14128.550000 sec): 3 clusters
  Score: Raw -3185194.209296 + Penalty 3318.757102 = -3181875.452194
  nChanged 217
		SP:Iteration 15Q (14128.600000 sec): 3 clusters
  Score: Raw -3185339.071525 + Penalty 3318.757102 = -3182020.314423
  nChanged 180
		SP:Iteration 16Q (14128.660000 sec): 3 clusters
  Score: Raw -3185451.868499 + Penalty 3318.757102 = -3182133.111397
  nChanged 134
		SP:Iteration 17Q (14128.710000 sec): 3 clusters
  Score: Raw -3185531.100308 + Penalty 3318.757102 = -3182212.343205
  nChanged 107
		SP:Iteration 18Q (14128.760000 sec): 3 clusters
  Score: Raw -3185594.459935 + Penalty 3318.757102 = -3182275.702833
  nChanged 77
		SP:Iteration 19Q (14128.820000 sec): 3 clusters
  Score: Raw -3185644.054098 + Penalty 3318.757102 = -3182325.296995
  nChanged 67
		SP:Iteration 20F (14128.880000 sec): 3 clusters
  Score: Raw -3185685.609611 + Penalty 3318.757102 = -3182366.852509
  nChanged 57
		SP:Iteration 21Q (14128.940000 sec): 3 clusters
  Score: Raw -3185718.820652 + Penalty 3318.757102 = -3182400.063550
  nChanged 42
		SP:Iteration 22Q (14128.990000 sec): 3 clusters
  Score: Raw -3185752.257955 + Penalty 3318.757102 = -3182433.500852
  nChanged 34
		SP:Iteration 23Q (14129.040000 sec): 3 clusters
  Score: Raw -3185780.369082 + Penalty 3318.757102 = -3182461.611980
  nChanged 28
		SP:Iteration 24Q (14129.090000 sec): 3 clusters
  Score: Raw -3185803.186846 + Penalty 3318.757102 = -3182484.429744
  nChanged 23
		SP:Iteration 25Q (14129.140000 sec): 3 clusters
  Score: Raw -3185820.382494 + Penalty 3318.757102 = -3182501.625392
  nChanged 17
		SP:Iteration 26Q (14129.190000 sec): 3 clusters
  Score: Raw -3185830.679908 + Penalty 3318.757102 = -3182511.922806
  nChanged 10
		SP:Iteration 27Q (14129.240000 sec): 3 clusters
  Score: Raw -3185838.316317 + Penalty 3318.757102 = -3182519.559214
  nChanged 8
		SP:Iteration 28Q (14129.290000 sec): 3 clusters
  Score: Raw -3185845.054531 + Penalty 3318.757102 = -3182526.297429
  nChanged 10
		SP:Iteration 29Q (14129.340000 sec): 3 clusters
  Score: Raw -3185851.010962 + Penalty 3318.757102 = -3182532.253859
  nChanged 7
		SP:Iteration 30Q (14129.390000 sec): 3 clusters
  Score: Raw -3185856.580798 + Penalty 3318.757102 = -3182537.823696
  nChanged 8
		SP:Iteration 31Q (14129.440000 sec): 3 clusters
  Score: Raw -3185861.804152 + Penalty 3318.757102 = -3182543.047050
  nChanged 6
		SP:Iteration 32Q (14129.490000 sec): 3 clusters
  Score: Raw -3185866.972527 + Penalty 3318.757102 = -3182548.215424
  nChanged 1
		SP:Iteration 33Q (14129.540000 sec): 3 clusters
  Score: Raw -3185867.188409 + Penalty 3318.757102 = -3182548.431306
  nChanged 0
		SP:Iteration 34F (14129.610000 sec): 3 clusters
  Score: Raw -3185867.188409 + Penalty 3318.757102 = -3182548.431306
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (10807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14129.650000 sec): 2 clusters
  Score: Raw -1250163.364395 + Penalty 1509.291770 = -1248654.072625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14129.680000 sec): 3 clusters
  Score: Raw -1244035.990637 + Penalty 3018.583539 = -1241017.407098
  nChanged 4688
		SP:Iteration 1F (14129.700000 sec): 3 clusters
  Score: Raw -1246477.437358 + Penalty 3018.583539 = -1243458.853818
  nChanged 587
		SP:Iteration 2F (14129.730000 sec): 3 clusters
  Score: Raw -1246678.936671 + Penalty 3018.583539 = -1243660.353131
  nChanged 457
		SP:Iteration 3Q (14129.760000 sec): 3 clusters
  Score: Raw -1246837.050487 + Penalty 3018.583539 = -1243818.466948
  nChanged 412
		SP:Iteration 4Q (14129.790000 sec): 3 clusters
  Score: Raw -1246991.859840 + Penalty 3018.583539 = -1243973.276301
  nChanged 386
		SP:Iteration 5Q (14129.820000 sec): 3 clusters
  Score: Raw -1247153.983447 + Penalty 3018.583539 = -1244135.399908
  nChanged 410
		SP:Iteration 6Q (14129.840000 sec): 3 clusters
  Score: Raw -1247347.526256 + Penalty 3018.583539 = -1244328.942717
  nChanged 446
		SP:Iteration 7Q (14129.870000 sec): 3 clusters
  Score: Raw -1247561.137395 + Penalty 3018.583539 = -1244542.553855
  nChanged 419
		SP:Iteration 8Q (14129.900000 sec): 3 clusters
  Score: Raw -1247757.945398 + Penalty 3018.583539 = -1244739.361858
  nChanged 411
		SP:Iteration 9Q (14129.930000 sec): 3 clusters
  Score: Raw -1247942.205061 + Penalty 3018.583539 = -1244923.621522
  nChanged 365
		SP:Iteration 10Q (14129.960000 sec): 3 clusters
  Score: Raw -1248098.386903 + Penalty 3018.583539 = -1245079.803364
  nChanged 330
		SP:Iteration 11Q (14129.980000 sec): 3 clusters
  Score: Raw -1248251.330182 + Penalty 3018.583539 = -1245232.746643
  nChanged 343
		SP:Iteration 12Q (14130.010000 sec): 3 clusters
  Score: Raw -1248433.971963 + Penalty 3018.583539 = -1245415.388424
  nChanged 352
		SP:Iteration 13Q (14130.040000 sec): 3 clusters
  Score: Raw -1248639.352403 + Penalty 3018.583539 = -1245620.768864
  nChanged 350
		SP:Iteration 14Q (14130.060000 sec): 3 clusters
  Score: Raw -1248806.381828 + Penalty 3018.583539 = -1245787.798288
  nChanged 305
		SP:Iteration 15Q (14130.090000 sec): 3 clusters
  Score: Raw -1248958.646157 + Penalty 3018.583539 = -1245940.062618
  nChanged 281
		SP:Iteration 16Q (14130.120000 sec): 3 clusters
  Score: Raw -1249087.519225 + Penalty 3018.583539 = -1246068.935686
  nChanged 219
		SP:Iteration 17Q (14130.140000 sec): 3 clusters
  Score: Raw -1249164.053515 + Penalty 3018.583539 = -1246145.469976
  nChanged 164
		SP:Iteration 18Q (14130.170000 sec): 3 clusters
  Score: Raw -1249219.523675 + Penalty 3018.583539 = -1246200.940136
  nChanged 143
		SP:Iteration 19Q (14130.200000 sec): 3 clusters
  Score: Raw -1249258.828804 + Penalty 3018.583539 = -1246240.245265
  nChanged 102
		SP:Iteration 20F (14130.220000 sec): 3 clusters
  Score: Raw -1249280.105100 + Penalty 3018.583539 = -1246261.521561
  nChanged 83
		SP:Iteration 21Q (14130.250000 sec): 3 clusters
  Score: Raw -1249296.293064 + Penalty 3018.583539 = -1246277.709524
  nChanged 68
		SP:Iteration 22Q (14130.280000 sec): 3 clusters
  Score: Raw -1249309.667358 + Penalty 3018.583539 = -1246291.083819
  nChanged 53
		SP:Iteration 23Q (14130.300000 sec): 3 clusters
  Score: Raw -1249320.955926 + Penalty 3018.583539 = -1246302.372387
  nChanged 49
		SP:Iteration 24Q (14130.330000 sec): 3 clusters
  Score: Raw -1249332.430147 + Penalty 3018.583539 = -1246313.846607
  nChanged 58
		SP:Iteration 25Q (14130.360000 sec): 3 clusters
  Score: Raw -1249346.517852 + Penalty 3018.583539 = -1246327.934313
  nChanged 59
		SP:Iteration 26Q (14130.380000 sec): 3 clusters
  Score: Raw -1249361.655275 + Penalty 3018.583539 = -1246343.071736
  nChanged 62
		SP:Iteration 27Q (14130.400000 sec): 3 clusters
  Score: Raw -1249378.563466 + Penalty 3018.583539 = -1246359.979926
  nChanged 65
		SP:Iteration 28Q (14130.430000 sec): 3 clusters
  Score: Raw -1249393.107667 + Penalty 3018.583539 = -1246374.524127
  nChanged 57
		SP:Iteration 29Q (14130.460000 sec): 3 clusters
  Score: Raw -1249408.007822 + Penalty 3018.583539 = -1246389.424283
  nChanged 44
		SP:Iteration 30Q (14130.480000 sec): 3 clusters
  Score: Raw -1249416.956893 + Penalty 3018.583539 = -1246398.373354
  nChanged 45
		SP:Iteration 31Q (14130.510000 sec): 3 clusters
  Score: Raw -1249425.493755 + Penalty 3018.583539 = -1246406.910216
  nChanged 35
		SP:Iteration 32Q (14130.530000 sec): 3 clusters
  Score: Raw -1249431.810815 + Penalty 3018.583539 = -1246413.227276
  nChanged 25
		SP:Iteration 33Q (14130.560000 sec): 3 clusters
  Score: Raw -1249437.257843 + Penalty 3018.583539 = -1246418.674304
  nChanged 33
		SP:Iteration 34Q (14130.580000 sec): 3 clusters
  Score: Raw -1249443.893917 + Penalty 3018.583539 = -1246425.310378
  nChanged 38
		SP:Iteration 35Q (14130.600000 sec): 3 clusters
  Score: Raw -1249450.191328 + Penalty 3018.583539 = -1246431.607789
  nChanged 33
		SP:Iteration 36Q (14130.630000 sec): 3 clusters
  Score: Raw -1249455.123116 + Penalty 3018.583539 = -1246436.539576
  nChanged 29
		SP:Iteration 37Q (14130.660000 sec): 3 clusters
  Score: Raw -1249459.543236 + Penalty 3018.583539 = -1246440.959697
  nChanged 26
		SP:Iteration 38Q (14130.680000 sec): 3 clusters
  Score: Raw -1249464.737455 + Penalty 3018.583539 = -1246446.153916
  nChanged 32
		SP:Iteration 39Q (14130.700000 sec): 3 clusters
  Score: Raw -1249470.225368 + Penalty 3018.583539 = -1246451.641829
  nChanged 22
		SP:Iteration 40F (14130.730000 sec): 3 clusters
  Score: Raw -1249473.787547 + Penalty 3018.583539 = -1246455.204007
  nChanged 29
		SP:Iteration 41Q (14130.760000 sec): 3 clusters
  Score: Raw -1249479.030981 + Penalty 3018.583539 = -1246460.447441
  nChanged 28
		SP:Iteration 42Q (14130.780000 sec): 3 clusters
  Score: Raw -1249485.182348 + Penalty 3018.583539 = -1246466.598808
  nChanged 31
		SP:Iteration 43Q (14130.800000 sec): 3 clusters
  Score: Raw -1249490.730965 + Penalty 3018.583539 = -1246472.147426
  nChanged 35
		SP:Iteration 44Q (14130.830000 sec): 3 clusters
  Score: Raw -1249496.712591 + Penalty 3018.583539 = -1246478.129052
  nChanged 40
		SP:Iteration 45Q (14130.860000 sec): 3 clusters
  Score: Raw -1249504.054984 + Penalty 3018.583539 = -1246485.471445
  nChanged 28
		SP:Iteration 46Q (14130.880000 sec): 3 clusters
  Score: Raw -1249509.410098 + Penalty 3018.583539 = -1246490.826558
  nChanged 30
		SP:Iteration 47Q (14130.900000 sec): 3 clusters
  Score: Raw -1249514.314980 + Penalty 3018.583539 = -1246495.731441
  nChanged 34
		SP:Iteration 48Q (14130.930000 sec): 3 clusters
  Score: Raw -1249519.756596 + Penalty 3018.583539 = -1246501.173056
  nChanged 29
		SP:Iteration 49Q (14130.950000 sec): 3 clusters
  Score: Raw -1249524.421498 + Penalty 3018.583539 = -1246505.837959
  nChanged 32
		SP:Iteration 50Q (14130.980000 sec): 3 clusters
  Score: Raw -1249528.973171 + Penalty 3018.583539 = -1246510.389632
  nChanged 25
		SP:Iteration 51Q (14131.000000 sec): 3 clusters
  Score: Raw -1249533.902474 + Penalty 3018.583539 = -1246515.318935
  nChanged 23
		SP:Iteration 52Q (14131.020000 sec): 3 clusters
  Score: Raw -1249538.314903 + Penalty 3018.583539 = -1246519.731364
  nChanged 28
		SP:Iteration 53Q (14131.050000 sec): 3 clusters
  Score: Raw -1249542.307608 + Penalty 3018.583539 = -1246523.724069
  nChanged 27
		SP:Iteration 54Q (14131.070000 sec): 3 clusters
  Score: Raw -1249546.491273 + Penalty 3018.583539 = -1246527.907734
  nChanged 20
		SP:Iteration 55Q (14131.100000 sec): 3 clusters
  Score: Raw -1249549.754560 + Penalty 3018.583539 = -1246531.171021
  nChanged 19
		SP:Iteration 56Q (14131.120000 sec): 3 clusters
  Score: Raw -1249552.116217 + Penalty 3018.583539 = -1246533.532678
  nChanged 13
		SP:Iteration 57Q (14131.140000 sec): 3 clusters
  Score: Raw -1249554.088896 + Penalty 3018.583539 = -1246535.505356
  nChanged 16
		SP:Iteration 58Q (14131.170000 sec): 3 clusters
  Score: Raw -1249556.415560 + Penalty 3018.583539 = -1246537.832021
  nChanged 17
		SP:Iteration 59Q (14131.190000 sec): 3 clusters
  Score: Raw -1249558.737351 + Penalty 3018.583539 = -1246540.153812
  nChanged 15
		SP:Iteration 60F (14131.220000 sec): 3 clusters
  Score: Raw -1249560.918667 + Penalty 3018.583539 = -1246542.335128
  nChanged 18
		SP:Iteration 61Q (14131.240000 sec): 3 clusters
  Score: Raw -1249563.243595 + Penalty 3018.583539 = -1246544.660055
  nChanged 17
		SP:Iteration 62Q (14131.270000 sec): 3 clusters
  Score: Raw -1249565.056463 + Penalty 3018.583539 = -1246546.472924
  nChanged 14
		SP:Iteration 63Q (14131.290000 sec): 3 clusters
  Score: Raw -1249567.372608 + Penalty 3018.583539 = -1246548.789069
  nChanged 26
		SP:Iteration 64Q (14131.320000 sec): 3 clusters
  Score: Raw -1249570.608350 + Penalty 3018.583539 = -1246552.024811
  nChanged 21
		SP:Iteration 65Q (14131.340000 sec): 3 clusters
  Score: Raw -1249573.376238 + Penalty 3018.583539 = -1246554.792699
  nChanged 16
		SP:Iteration 66Q (14131.360000 sec): 3 clusters
  Score: Raw -1249575.131052 + Penalty 3018.583539 = -1246556.547513
  nChanged 18
		SP:Iteration 67Q (14131.390000 sec): 3 clusters
  Score: Raw -1249577.317780 + Penalty 3018.583539 = -1246558.734240
  nChanged 18
		SP:Iteration 68Q (14131.410000 sec): 3 clusters
  Score: Raw -1249579.382854 + Penalty 3018.583539 = -1246560.799315
  nChanged 16
		SP:Iteration 69Q (14131.440000 sec): 3 clusters
  Score: Raw -1249581.277939 + Penalty 3018.583539 = -1246562.694400
  nChanged 13
		SP:Iteration 70Q (14131.460000 sec): 3 clusters
  Score: Raw -1249583.169043 + Penalty 3018.583539 = -1246564.585504
  nChanged 14
		SP:Iteration 71Q (14131.480000 sec): 3 clusters
  Score: Raw -1249585.388211 + Penalty 3018.583539 = -1246566.804672
  nChanged 21
		SP:Iteration 72Q (14131.510000 sec): 3 clusters
  Score: Raw -1249587.573483 + Penalty 3018.583539 = -1246568.989944
  nChanged 15
		SP:Iteration 73Q (14131.530000 sec): 3 clusters
  Score: Raw -1249589.792217 + Penalty 3018.583539 = -1246571.208678
  nChanged 15
		SP:Iteration 74Q (14131.560000 sec): 3 clusters
  Score: Raw -1249591.920328 + Penalty 3018.583539 = -1246573.336789
  nChanged 14
		SP:Iteration 75Q (14131.580000 sec): 3 clusters
  Score: Raw -1249594.028025 + Penalty 3018.583539 = -1246575.444486
  nChanged 13
		SP:Iteration 76Q (14131.600000 sec): 3 clusters
  Score: Raw -1249595.893846 + Penalty 3018.583539 = -1246577.310307
  nChanged 15
		SP:Iteration 77Q (14131.630000 sec): 3 clusters
  Score: Raw -1249598.102870 + Penalty 3018.583539 = -1246579.519331
  nChanged 18
		SP:Iteration 78Q (14131.650000 sec): 3 clusters
  Score: Raw -1249600.857331 + Penalty 3018.583539 = -1246582.273792
  nChanged 17
		SP:Iteration 79Q (14131.680000 sec): 3 clusters
  Score: Raw -1249603.823039 + Penalty 3018.583539 = -1246585.239499
  nChanged 18
		SP:Iteration 80F (14131.700000 sec): 3 clusters
  Score: Raw -1249606.388064 + Penalty 3018.583539 = -1246587.804525
  nChanged 20
		SP:Iteration 81Q (14131.730000 sec): 3 clusters
  Score: Raw -1249609.561540 + Penalty 3018.583539 = -1246590.978001
  nChanged 17
		SP:Iteration 82Q (14131.750000 sec): 3 clusters
  Score: Raw -1249611.872532 + Penalty 3018.583539 = -1246593.288993
  nChanged 15
		SP:Iteration 83Q (14131.770000 sec): 3 clusters
  Score: Raw -1249614.058802 + Penalty 3018.583539 = -1246595.475263
  nChanged 18
		SP:Iteration 84Q (14131.800000 sec): 3 clusters
  Score: Raw -1249615.972369 + Penalty 3018.583539 = -1246597.388830
  nChanged 17
		SP:Iteration 85Q (14131.820000 sec): 3 clusters
  Score: Raw -1249618.279278 + Penalty 3018.583539 = -1246599.695739
  nChanged 12
		SP:Iteration 86Q (14131.840000 sec): 3 clusters
  Score: Raw -1249620.063307 + Penalty 3018.583539 = -1246601.479768
  nChanged 13
		SP:Iteration 87Q (14131.870000 sec): 3 clusters
  Score: Raw -1249621.475031 + Penalty 3018.583539 = -1246602.891491
  nChanged 8
		SP:Iteration 88Q (14131.890000 sec): 3 clusters
  Score: Raw -1249622.339320 + Penalty 3018.583539 = -1246603.755781
  nChanged 5
		SP:Iteration 89Q (14131.920000 sec): 3 clusters
  Score: Raw -1249623.153874 + Penalty 3018.583539 = -1246604.570335
  nChanged 7
		SP:Iteration 90Q (14131.940000 sec): 3 clusters
  Score: Raw -1249623.911299 + Penalty 3018.583539 = -1246605.327760
  nChanged 5
		SP:Iteration 91Q (14131.960000 sec): 3 clusters
  Score: Raw -1249624.529546 + Penalty 3018.583539 = -1246605.946006
  nChanged 10
		SP:Iteration 92Q (14131.990000 sec): 3 clusters
  Score: Raw -1249626.717502 + Penalty 3018.583539 = -1246608.133963
  nChanged 13
		SP:Iteration 93Q (14132.010000 sec): 3 clusters
  Score: Raw -1249629.269655 + Penalty 3018.583539 = -1246610.686116
  nChanged 16
		SP:Iteration 94Q (14132.030000 sec): 3 clusters
  Score: Raw -1249631.422861 + Penalty 3018.583539 = -1246612.839322
  nChanged 10
		SP:Iteration 95Q (14132.060000 sec): 3 clusters
  Score: Raw -1249632.476688 + Penalty 3018.583539 = -1246613.893149
  nChanged 9
		SP:Iteration 96Q (14132.080000 sec): 3 clusters
  Score: Raw -1249633.478573 + Penalty 3018.583539 = -1246614.895034
  nChanged 10
		SP:Iteration 97Q (14132.100000 sec): 3 clusters
  Score: Raw -1249634.639218 + Penalty 3018.583539 = -1246616.055679
  nChanged 10
		SP:Iteration 98Q (14132.130000 sec): 3 clusters
  Score: Raw -1249635.990471 + Penalty 3018.583539 = -1246617.406932
  nChanged 19
		SP:Iteration 99Q (14132.150000 sec): 3 clusters
  Score: Raw -1249639.562175 + Penalty 3018.583539 = -1246620.978636
  nChanged 25
		SP:Iteration 100F (14132.180000 sec): 3 clusters
  Score: Raw -1249643.667787 + Penalty 3018.583539 = -1246625.084248
  nChanged 24
		SP:Iteration 101Q (14132.200000 sec): 3 clusters
  Score: Raw -1249647.125251 + Penalty 3018.583539 = -1246628.541712
  nChanged 25
		SP:Iteration 102Q (14132.230000 sec): 3 clusters
  Score: Raw -1249651.075826 + Penalty 3018.583539 = -1246632.492287
  nChanged 22
		SP:Iteration 103Q (14132.250000 sec): 3 clusters
  Score: Raw -1249655.582673 + Penalty 3018.583539 = -1246636.999134
  nChanged 29
		SP:Iteration 104Q (14132.270000 sec): 3 clusters
  Score: Raw -1249660.964449 + Penalty 3018.583539 = -1246642.380910
  nChanged 21
		SP:Iteration 105Q (14132.300000 sec): 3 clusters
  Score: Raw -1249664.778389 + Penalty 3018.583539 = -1246646.194850
  nChanged 25
		SP:Iteration 106Q (14132.320000 sec): 3 clusters
  Score: Raw -1249668.881062 + Penalty 3018.583539 = -1246650.297523
  nChanged 20
		SP:Iteration 107Q (14132.340000 sec): 3 clusters
  Score: Raw -1249672.213356 + Penalty 3018.583539 = -1246653.629816
  nChanged 23
		SP:Iteration 108Q (14132.370000 sec): 3 clusters
  Score: Raw -1249676.043751 + Penalty 3018.583539 = -1246657.460211
  nChanged 17
		SP:Iteration 109Q (14132.390000 sec): 3 clusters
  Score: Raw -1249678.323067 + Penalty 3018.583539 = -1246659.739527
  nChanged 20
		SP:Iteration 110Q (14132.410000 sec): 3 clusters
  Score: Raw -1249681.259844 + Penalty 3018.583539 = -1246662.676304
  nChanged 16
		SP:Iteration 111Q (14132.440000 sec): 3 clusters
  Score: Raw -1249683.373320 + Penalty 3018.583539 = -1246664.789781
  nChanged 9
		SP:Iteration 112Q (14132.460000 sec): 3 clusters
  Score: Raw -1249684.863135 + Penalty 3018.583539 = -1246666.279596
  nChanged 12
		SP:Iteration 113Q (14132.480000 sec): 3 clusters
  Score: Raw -1249686.307161 + Penalty 3018.583539 = -1246667.723622
  nChanged 13
		SP:Iteration 114Q (14132.510000 sec): 3 clusters
  Score: Raw -1249688.493428 + Penalty 3018.583539 = -1246669.909889
  nChanged 16
		SP:Iteration 115Q (14132.530000 sec): 3 clusters
  Score: Raw -1249691.324928 + Penalty 3018.583539 = -1246672.741389
  nChanged 17
		SP:Iteration 116Q (14132.550000 sec): 3 clusters
  Score: Raw -1249694.226117 + Penalty 3018.583539 = -1246675.642578
  nChanged 21
		SP:Iteration 117Q (14132.570000 sec): 3 clusters
  Score: Raw -1249697.268280 + Penalty 3018.583539 = -1246678.684741
  nChanged 19
		SP:Iteration 118Q (14132.600000 sec): 3 clusters
  Score: Raw -1249700.399528 + Penalty 3018.583539 = -1246681.815989
  nChanged 16
		SP:Iteration 119Q (14132.620000 sec): 3 clusters
  Score: Raw -1249702.722271 + Penalty 3018.583539 = -1246684.138731
  nChanged 14
		SP:Iteration 120F (14132.650000 sec): 3 clusters
  Score: Raw -1249705.014233 + Penalty 3018.583539 = -1246686.430694
  nChanged 18
		SP:Iteration 121Q (14132.670000 sec): 3 clusters
  Score: Raw -1249709.206679 + Penalty 3018.583539 = -1246690.623140
  nChanged 21
		SP:Iteration 122Q (14132.690000 sec): 3 clusters
  Score: Raw -1249713.541993 + Penalty 3018.583539 = -1246694.958454
  nChanged 20
		SP:Iteration 123Q (14132.720000 sec): 3 clusters
  Score: Raw -1249717.448067 + Penalty 3018.583539 = -1246698.864528
  nChanged 22
		SP:Iteration 124Q (14132.740000 sec): 3 clusters
  Score: Raw -1249721.766379 + Penalty 3018.583539 = -1246703.182840
  nChanged 20
		SP:Iteration 125Q (14132.760000 sec): 3 clusters
  Score: Raw -1249726.100911 + Penalty 3018.583539 = -1246707.517372
  nChanged 26
		SP:Iteration 126Q (14132.790000 sec): 3 clusters
  Score: Raw -1249731.200341 + Penalty 3018.583539 = -1246712.616802
  nChanged 28
		SP:Iteration 127Q (14132.810000 sec): 3 clusters
  Score: Raw -1249736.948252 + Penalty 3018.583539 = -1246718.364713
  nChanged 29
		SP:Iteration 128Q (14132.830000 sec): 3 clusters
  Score: Raw -1249743.880560 + Penalty 3018.583539 = -1246725.297021
  nChanged 32
		SP:Iteration 129Q (14132.850000 sec): 3 clusters
  Score: Raw -1249752.557858 + Penalty 3018.583539 = -1246733.974319
  nChanged 32
		SP:Iteration 130Q (14132.880000 sec): 3 clusters
  Score: Raw -1249759.566267 + Penalty 3018.583539 = -1246740.982728
  nChanged 36
		SP:Iteration 131Q (14132.900000 sec): 3 clusters
  Score: Raw -1249767.242520 + Penalty 3018.583539 = -1246748.658981
  nChanged 42
		SP:Iteration 132Q (14132.920000 sec): 3 clusters
  Score: Raw -1249777.419804 + Penalty 3018.583539 = -1246758.836265
  nChanged 50
		SP:Iteration 133Q (14132.950000 sec): 3 clusters
  Score: Raw -1249789.191224 + Penalty 3018.583539 = -1246770.607684
  nChanged 58
		SP:Iteration 134Q (14132.970000 sec): 3 clusters
  Score: Raw -1249805.618706 + Penalty 3018.583539 = -1246787.035167
  nChanged 48
		SP:Iteration 135Q (14132.990000 sec): 3 clusters
  Score: Raw -1249818.018942 + Penalty 3018.583539 = -1246799.435403
  nChanged 50
		SP:Iteration 136Q (14133.010000 sec): 3 clusters
  Score: Raw -1249832.589132 + Penalty 3018.583539 = -1246814.005593
  nChanged 63
		SP:Iteration 137Q (14133.030000 sec): 3 clusters
  Score: Raw -1249851.206819 + Penalty 3018.583539 = -1246832.623280
  nChanged 58
		SP:Iteration 138Q (14133.060000 sec): 3 clusters
  Score: Raw -1249868.772689 + Penalty 3018.583539 = -1246850.189150
  nChanged 58
		SP:Iteration 139Q (14133.080000 sec): 3 clusters
  Score: Raw -1249885.438971 + Penalty 3018.583539 = -1246866.855432
  nChanged 53
		SP:Iteration 140F (14133.110000 sec): 3 clusters
  Score: Raw -1249902.442197 + Penalty 3018.583539 = -1246883.858657
  nChanged 54
		SP:Iteration 141Q (14133.130000 sec): 3 clusters
  Score: Raw -1249924.084763 + Penalty 3018.583539 = -1246905.501224
  nChanged 65
		SP:Iteration 142Q (14133.150000 sec): 3 clusters
  Score: Raw -1249946.514969 + Penalty 3018.583539 = -1246927.931429
  nChanged 68
		SP:Iteration 143Q (14133.170000 sec): 3 clusters
  Score: Raw -1249973.202942 + Penalty 3018.583539 = -1246954.619403
  nChanged 63
		SP:Iteration 144Q (14133.190000 sec): 3 clusters
  Score: Raw -1249996.276426 + Penalty 3018.583539 = -1246977.692887
  nChanged 67
		SP:Iteration 145Q (14133.220000 sec): 3 clusters
  Score: Raw -1250020.225560 + Penalty 3018.583539 = -1247001.642021
  nChanged 58
		SP:Iteration 146Q (14133.240000 sec): 3 clusters
  Score: Raw -1250039.389251 + Penalty 3018.583539 = -1247020.805711
  nChanged 47
		SP:Iteration 147Q (14133.260000 sec): 3 clusters
  Score: Raw -1250057.032774 + Penalty 3018.583539 = -1247038.449235
  nChanged 43
		SP:Iteration 148Q (14133.280000 sec): 3 clusters
  Score: Raw -1250074.271647 + Penalty 3018.583539 = -1247055.688108
  nChanged 54
		SP:Iteration 149Q (14133.310000 sec): 3 clusters
  Score: Raw -1250091.433310 + Penalty 3018.583539 = -1247072.849771
  nChanged 47
		SP:Iteration 150Q (14133.330000 sec): 3 clusters
  Score: Raw -1250107.175747 + Penalty 3018.583539 = -1247088.592208
  nChanged 42
		SP:Iteration 151Q (14133.350000 sec): 3 clusters
  Score: Raw -1250123.848652 + Penalty 3018.583539 = -1247105.265113
  nChanged 47
		SP:Iteration 152Q (14133.370000 sec): 3 clusters
  Score: Raw -1250141.832862 + Penalty 3018.583539 = -1247123.249323
  nChanged 47
		SP:Iteration 153Q (14133.390000 sec): 3 clusters
  Score: Raw -1250159.421956 + Penalty 3018.583539 = -1247140.838417
  nChanged 42
		SP:Iteration 154Q (14133.410000 sec): 3 clusters
  Score: Raw -1250175.149292 + Penalty 3018.583539 = -1247156.565752
  nChanged 32
		SP:Iteration 155Q (14133.430000 sec): 3 clusters
  Score: Raw -1250187.672413 + Penalty 3018.583539 = -1247169.088873
  nChanged 48
		SP:Iteration 156Q (14133.450000 sec): 3 clusters
  Score: Raw -1250208.952151 + Penalty 3018.583539 = -1247190.368612
  nChanged 48
		SP:Iteration 157Q (14133.470000 sec): 3 clusters
  Score: Raw -1250230.781483 + Penalty 3018.583539 = -1247212.197943
  nChanged 41
		SP:Iteration 158Q (14133.490000 sec): 3 clusters
  Score: Raw -1250248.604908 + Penalty 3018.583539 = -1247230.021369
  nChanged 27
		SP:Iteration 159Q (14133.510000 sec): 3 clusters
  Score: Raw -1250262.385729 + Penalty 3018.583539 = -1247243.802190
  nChanged 25
		SP:Iteration 160F (14133.540000 sec): 3 clusters
  Score: Raw -1250273.093325 + Penalty 3018.583539 = -1247254.509786
  nChanged 27
		SP:Iteration 161Q (14133.560000 sec): 3 clusters
  Score: Raw -1250285.449399 + Penalty 3018.583539 = -1247266.865860
  nChanged 26
		SP:Iteration 162Q (14133.580000 sec): 3 clusters
  Score: Raw -1250301.670969 + Penalty 3018.583539 = -1247283.087430
  nChanged 29
		SP:Iteration 163Q (14133.600000 sec): 3 clusters
  Score: Raw -1250314.930279 + Penalty 3018.583539 = -1247296.346740
  nChanged 14
		SP:Iteration 164Q (14133.630000 sec): 3 clusters
  Score: Raw -1250319.874151 + Penalty 3018.583539 = -1247301.290612
  nChanged 7
		SP:Iteration 165Q (14133.650000 sec): 3 clusters
  Score: Raw -1250321.825644 + Penalty 3018.583539 = -1247303.242105
  nChanged 9
		SP:Iteration 166Q (14133.670000 sec): 3 clusters
  Score: Raw -1250325.071236 + Penalty 3018.583539 = -1247306.487697
  nChanged 5
		SP:Iteration 167Q (14133.690000 sec): 3 clusters
  Score: Raw -1250327.718480 + Penalty 3018.583539 = -1247309.134940
  nChanged 7
		SP:Iteration 168Q (14133.710000 sec): 3 clusters
  Score: Raw -1250330.688198 + Penalty 3018.583539 = -1247312.104658
  nChanged 9
		SP:Iteration 169Q (14133.730000 sec): 3 clusters
  Score: Raw -1250334.712587 + Penalty 3018.583539 = -1247316.129048
  nChanged 9
		SP:Iteration 170Q (14133.750000 sec): 3 clusters
  Score: Raw -1250339.061579 + Penalty 3018.583539 = -1247320.478040
  nChanged 6
		SP:Iteration 171Q (14133.770000 sec): 3 clusters
  Score: Raw -1250342.738964 + Penalty 3018.583539 = -1247324.155424
  nChanged 7
		SP:Iteration 172Q (14133.790000 sec): 3 clusters
  Score: Raw -1250346.082163 + Penalty 3018.583539 = -1247327.498624
  nChanged 7
		SP:Iteration 173Q (14133.810000 sec): 3 clusters
  Score: Raw -1250348.784279 + Penalty 3018.583539 = -1247330.200739
  nChanged 4
		SP:Iteration 174Q (14133.830000 sec): 3 clusters
  Score: Raw -1250349.808797 + Penalty 3018.583539 = -1247331.225257
  nChanged 4
		SP:Iteration 175Q (14133.850000 sec): 3 clusters
  Score: Raw -1250352.067841 + Penalty 3018.583539 = -1247333.484301
  nChanged 3
		SP:Iteration 176Q (14133.870000 sec): 3 clusters
  Score: Raw -1250354.728880 + Penalty 3018.583539 = -1247336.145340
  nChanged 4
		SP:Iteration 177Q (14133.890000 sec): 3 clusters
  Score: Raw -1250358.287835 + Penalty 3018.583539 = -1247339.704296
  nChanged 9
		SP:Iteration 178Q (14133.910000 sec): 3 clusters
  Score: Raw -1250364.525343 + Penalty 3018.583539 = -1247345.941804
  nChanged 12
		SP:Iteration 179Q (14133.930000 sec): 3 clusters
  Score: Raw -1250370.685324 + Penalty 3018.583539 = -1247352.101785
  nChanged 7
		SP:Iteration 180F (14133.960000 sec): 3 clusters
  Score: Raw -1250374.198833 + Penalty 3018.583539 = -1247355.615293
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14133.980000 sec): 2 clusters
  Score: Raw -344022.294717 + Penalty 1310.247723 = -342712.046994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14133.990000 sec): 3 clusters
  Score: Raw -342554.737618 + Penalty 2620.495446 = -339934.242172
  nChanged 1203
		SP:Iteration 1F (14133.990000 sec): 3 clusters
  Score: Raw -343368.805219 + Penalty 2620.495446 = -340748.309773
  nChanged 285
		SP:Iteration 2F (14134.000000 sec): 3 clusters
  Score: Raw -343644.636957 + Penalty 2620.495446 = -341024.141511
  nChanged 190
		SP:Iteration 3F (14134.010000 sec): 3 clusters
  Score: Raw -343804.149587 + Penalty 2620.495446 = -341183.654141
  nChanged 157
		SP:Iteration 4Q (14134.020000 sec): 3 clusters
  Score: Raw -343935.237830 + Penalty 2620.495446 = -341314.742384
  nChanged 146
		SP:Iteration 5Q (14134.030000 sec): 3 clusters
  Score: Raw -344064.647352 + Penalty 2620.495446 = -341444.151905
  nChanged 144
		SP:Iteration 6Q (14134.030000 sec): 3 clusters
  Score: Raw -344194.201484 + Penalty 2620.495446 = -341573.706037
  nChanged 137
		SP:Iteration 7Q (14134.040000 sec): 3 clusters
  Score: Raw -344311.316357 + Penalty 2620.495446 = -341690.820910
  nChanged 131
		SP:Iteration 8Q (14134.050000 sec): 3 clusters
  Score: Raw -344445.061293 + Penalty 2620.495446 = -341824.565847
  nChanged 116
		SP:Iteration 9Q (14134.050000 sec): 3 clusters
  Score: Raw -344568.154362 + Penalty 2620.495446 = -341947.658916
  nChanged 113
		SP:Iteration 10Q (14134.060000 sec): 3 clusters
  Score: Raw -344674.400849 + Penalty 2620.495446 = -342053.905403
  nChanged 71
		SP:Iteration 11Q (14134.070000 sec): 3 clusters
  Score: Raw -344719.984135 + Penalty 2620.495446 = -342099.488689
  nChanged 58
		SP:Iteration 12Q (14134.080000 sec): 3 clusters
  Score: Raw -344762.585189 + Penalty 2620.495446 = -342142.089743
  nChanged 49
		SP:Iteration 13Q (14134.090000 sec): 3 clusters
  Score: Raw -344788.982423 + Penalty 2620.495446 = -342168.486977
  nChanged 33
		SP:Iteration 14Q (14134.090000 sec): 3 clusters
  Score: Raw -344802.597063 + Penalty 2620.495446 = -342182.101616
  nChanged 17
		SP:Iteration 15Q (14134.100000 sec): 3 clusters
  Score: Raw -344809.531881 + Penalty 2620.495446 = -342189.036435
  nChanged 15
		SP:Iteration 16Q (14134.110000 sec): 3 clusters
  Score: Raw -344814.881997 + Penalty 2620.495446 = -342194.386551
  nChanged 8
		SP:Iteration 17Q (14134.110000 sec): 3 clusters
  Score: Raw -344816.628001 + Penalty 2620.495446 = -342196.132555
  nChanged 5
		SP:Iteration 18Q (14134.120000 sec): 3 clusters
  Score: Raw -344818.290770 + Penalty 2620.495446 = -342197.795324
  nChanged 3
		SP:Iteration 19Q (14134.130000 sec): 3 clusters
  Score: Raw -344819.656955 + Penalty 2620.495446 = -342199.161509
  nChanged 1
		SP:Iteration 20F (14134.130000 sec): 3 clusters
  Score: Raw -344819.896771 + Penalty 2620.495446 = -342199.401325
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (8088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14134.160000 sec): 2 clusters
  Score: Raw -867945.092865 + Penalty 1462.197224 = -866482.895642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14134.180000 sec): 3 clusters
  Score: Raw -863522.597847 + Penalty 2924.394447 = -860598.203400
  nChanged 3424
		SP:Iteration 1F (14134.200000 sec): 3 clusters
  Score: Raw -865675.174057 + Penalty 2924.394447 = -862750.779609
  nChanged 746
		SP:Iteration 2F (14134.220000 sec): 3 clusters
  Score: Raw -866362.320099 + Penalty 2924.394447 = -863437.925652
  nChanged 669
		SP:Iteration 3F (14134.250000 sec): 3 clusters
  Score: Raw -866979.665844 + Penalty 2924.394447 = -864055.271397
  nChanged 568
		SP:Iteration 4F (14134.270000 sec): 3 clusters
  Score: Raw -867416.550014 + Penalty 2924.394447 = -864492.155567
  nChanged 437
		SP:Iteration 5F (14134.290000 sec): 3 clusters
  Score: Raw -867728.412271 + Penalty 2924.394447 = -864804.017824
  nChanged 340
		SP:Iteration 6Q (14134.310000 sec): 3 clusters
  Score: Raw -867981.034028 + Penalty 2924.394447 = -865056.639581
  nChanged 261
		SP:Iteration 7Q (14134.330000 sec): 3 clusters
  Score: Raw -868178.092586 + Penalty 2924.394447 = -865253.698139
  nChanged 254
		SP:Iteration 8Q (14134.340000 sec): 3 clusters
  Score: Raw -868356.531658 + Penalty 2924.394447 = -865432.137211
  nChanged 189
		SP:Iteration 9Q (14134.360000 sec): 3 clusters
  Score: Raw -868480.389247 + Penalty 2924.394447 = -865555.994800
  nChanged 166
		SP:Iteration 10Q (14134.380000 sec): 3 clusters
  Score: Raw -868585.215684 + Penalty 2924.394447 = -865660.821237
  nChanged 139
		SP:Iteration 11Q (14134.400000 sec): 3 clusters
  Score: Raw -868667.602172 + Penalty 2924.394447 = -865743.207725
  nChanged 115
		SP:Iteration 12Q (14134.420000 sec): 3 clusters
  Score: Raw -868730.187118 + Penalty 2924.394447 = -865805.792671
  nChanged 103
		SP:Iteration 13Q (14134.440000 sec): 3 clusters
  Score: Raw -868787.411759 + Penalty 2924.394447 = -865863.017312
  nChanged 91
		SP:Iteration 14Q (14134.460000 sec): 3 clusters
  Score: Raw -868832.201793 + Penalty 2924.394447 = -865907.807346
  nChanged 71
		SP:Iteration 15Q (14134.470000 sec): 3 clusters
  Score: Raw -868867.548936 + Penalty 2924.394447 = -865943.154489
  nChanged 63
		SP:Iteration 16Q (14134.490000 sec): 3 clusters
  Score: Raw -868894.261878 + Penalty 2924.394447 = -865969.867430
  nChanged 52
		SP:Iteration 17Q (14134.510000 sec): 3 clusters
  Score: Raw -868916.699735 + Penalty 2924.394447 = -865992.305288
  nChanged 50
		SP:Iteration 18Q (14134.530000 sec): 3 clusters
  Score: Raw -868935.499737 + Penalty 2924.394447 = -866011.105290
  nChanged 38
		SP:Iteration 19Q (14134.550000 sec): 3 clusters
  Score: Raw -868955.191689 + Penalty 2924.394447 = -866030.797242
  nChanged 29
		SP:Iteration 20F (14134.570000 sec): 3 clusters
  Score: Raw -868973.357809 + Penalty 2924.394447 = -866048.963362
  nChanged 35
		SP:Iteration 21Q (14134.580000 sec): 3 clusters
  Score: Raw -869008.383679 + Penalty 2924.394447 = -866083.989232
  nChanged 47
		SP:Iteration 22Q (14134.600000 sec): 3 clusters
  Score: Raw -869074.886977 + Penalty 2924.394447 = -866150.492530
  nChanged 54
		SP:Iteration 23Q (14134.620000 sec): 3 clusters
  Score: Raw -869160.463358 + Penalty 2924.394447 = -866236.068911
  nChanged 60
		SP:Iteration 24Q (14134.630000 sec): 3 clusters
  Score: Raw -869198.389338 + Penalty 2924.394447 = -866273.994891
  nChanged 38
		SP:Iteration 25Q (14134.650000 sec): 3 clusters
  Score: Raw -869208.236295 + Penalty 2924.394447 = -866283.841848
  nChanged 22
		SP:Iteration 26Q (14134.670000 sec): 3 clusters
  Score: Raw -869212.888911 + Penalty 2924.394447 = -866288.494464
  nChanged 7
		SP:Iteration 27Q (14134.690000 sec): 3 clusters
  Score: Raw -869214.499982 + Penalty 2924.394447 = -866290.105535
  nChanged 2
		SP:Iteration 28Q (14134.700000 sec): 3 clusters
  Score: Raw -869215.307528 + Penalty 2924.394447 = -866290.913080
  nChanged 4
		SP:Iteration 29Q (14134.720000 sec): 3 clusters
  Score: Raw -869216.167756 + Penalty 2924.394447 = -866291.773309
  nChanged 2
		SP:Iteration 30Q (14134.740000 sec): 3 clusters
  Score: Raw -869216.677352 + Penalty 2924.394447 = -866292.282904
  nChanged 1
		SP:Iteration 31Q (14134.750000 sec): 3 clusters
  Score: Raw -869216.834245 + Penalty 2924.394447 = -866292.439797
  nChanged 0
		SP:Iteration 32F (14134.770000 sec): 3 clusters
  Score: Raw -869216.834245 + Penalty 2924.394447 = -866292.439797
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14134.900000 sec): 2 clusters
  Score: Raw -4895319.701478 + Penalty 1727.370579 = -4893592.330899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14135.010000 sec): 3 clusters
  Score: Raw -4869371.941315 + Penalty 3454.741158 = -4865917.200158
  nChanged 19273
		SP:Iteration 1F (14135.110000 sec): 3 clusters
  Score: Raw -4880027.058609 + Penalty 3454.741158 = -4876572.317451
  nChanged 1567
		SP:Iteration 2Q (14135.230000 sec): 3 clusters
  Score: Raw -4880470.771743 + Penalty 3454.741158 = -4877016.030586
  nChanged 1543
		SP:Iteration 3Q (14135.340000 sec): 3 clusters
  Score: Raw -4880935.456964 + Penalty 3454.741158 = -4877480.715806
  nChanged 1556
		SP:Iteration 4Q (14135.450000 sec): 3 clusters
  Score: Raw -4881431.857652 + Penalty 3454.741158 = -4877977.116495
  nChanged 1636
		SP:Iteration 5Q (14135.560000 sec): 3 clusters
  Score: Raw -4882046.974728 + Penalty 3454.741158 = -4878592.233570
  nChanged 1925
		SP:Iteration 6Q (14135.670000 sec): 3 clusters
  Score: Raw -4882962.795180 + Penalty 3454.741158 = -4879508.054022
  nChanged 2270
		SP:Iteration 7F (14135.780000 sec): 3 clusters
  Score: Raw -4884298.349574 + Penalty 3454.741158 = -4880843.608416
  nChanged 2633
		SP:Iteration 8F (14135.890000 sec): 3 clusters
  Score: Raw -4886223.036029 + Penalty 3454.741158 = -4882768.294871
  nChanged 2833
		SP:Iteration 9F (14135.990000 sec): 3 clusters
  Score: Raw -4888590.125567 + Penalty 3454.741158 = -4885135.384410
  nChanged 2735
		SP:Iteration 10F (14136.100000 sec): 3 clusters
  Score: Raw -4891032.629568 + Penalty 3454.741158 = -4887577.888410
  nChanged 2075
		SP:Iteration 11F (14136.210000 sec): 3 clusters
  Score: Raw -4892890.343019 + Penalty 3454.741158 = -4889435.601862
  nChanged 1421
		SP:Iteration 12Q (14136.310000 sec): 3 clusters
  Score: Raw -4894133.601836 + Penalty 3454.741158 = -4890678.860678
  nChanged 893
		SP:Iteration 13Q (14136.400000 sec): 3 clusters
  Score: Raw -4894903.409919 + Penalty 3454.741158 = -4891448.668761
  nChanged 496
		SP:Iteration 14Q (14136.490000 sec): 3 clusters
  Score: Raw -4895312.726503 + Penalty 3454.741158 = -4891857.985346
  nChanged 290
		SP:Iteration 15Q (14136.570000 sec): 3 clusters
  Score: Raw -4895538.751898 + Penalty 3454.741158 = -4892084.010741
  nChanged 171
		SP:Iteration 16Q (14136.650000 sec): 3 clusters
  Score: Raw -4895680.346668 + Penalty 3454.741158 = -4892225.605510
  nChanged 99
		SP:Iteration 17Q (14136.730000 sec): 3 clusters
  Score: Raw -4895764.701636 + Penalty 3454.741158 = -4892309.960478
  nChanged 54
		SP:Iteration 18Q (14136.810000 sec): 3 clusters
  Score: Raw -4895816.742474 + Penalty 3454.741158 = -4892362.001317
  nChanged 44
		SP:Iteration 19Q (14136.880000 sec): 3 clusters
  Score: Raw -4895869.696266 + Penalty 3454.741158 = -4892414.955109
  nChanged 37
		SP:Iteration 20F (14136.990000 sec): 3 clusters
  Score: Raw -4895911.027904 + Penalty 3454.741158 = -4892456.286746
  nChanged 21
		SP:Iteration 21Q (14137.060000 sec): 3 clusters
  Score: Raw -4895927.327450 + Penalty 3454.741158 = -4892472.586293
  nChanged 21
		SP:Iteration 22Q (14137.140000 sec): 3 clusters
  Score: Raw -4895946.566371 + Penalty 3454.741158 = -4892491.825214
  nChanged 11
		SP:Iteration 23Q (14137.210000 sec): 3 clusters
  Score: Raw -4895955.082490 + Penalty 3454.741158 = -4892500.341332
  nChanged 10
		SP:Iteration 24Q (14137.290000 sec): 3 clusters
  Score: Raw -4895962.228262 + Penalty 3454.741158 = -4892507.487104
  nChanged 9
		SP:Iteration 25Q (14137.360000 sec): 3 clusters
  Score: Raw -4895967.995201 + Penalty 3454.741158 = -4892513.254043
  nChanged 6
		SP:Iteration 26Q (14137.430000 sec): 3 clusters
  Score: Raw -4895973.054272 + Penalty 3454.741158 = -4892518.313114
  nChanged 4
		SP:Iteration 27Q (14137.510000 sec): 3 clusters
  Score: Raw -4895976.168360 + Penalty 3454.741158 = -4892521.427202
  nChanged 2
		SP:Iteration 28Q (14137.580000 sec): 3 clusters
  Score: Raw -4895977.194175 + Penalty 3454.741158 = -4892522.453017
  nChanged 1
		SP:Iteration 29Q (14137.650000 sec): 3 clusters
  Score: Raw -4895978.095243 + Penalty 3454.741158 = -4892523.354085
  nChanged 3
		SP:Iteration 30Q (14137.730000 sec): 3 clusters
  Score: Raw -4895979.673032 + Penalty 3454.741158 = -4892524.931875
  nChanged 4
		SP:Iteration 31Q (14137.800000 sec): 3 clusters
  Score: Raw -4895981.613085 + Penalty 3454.741158 = -4892526.871927
  nChanged 4
		SP:Iteration 32Q (14137.880000 sec): 3 clusters
  Score: Raw -4895984.395324 + Penalty 3454.741158 = -4892529.654167
  nChanged 3
		SP:Iteration 33Q (14137.950000 sec): 3 clusters
  Score: Raw -4895985.974193 + Penalty 3454.741158 = -4892531.233035
  nChanged 0
		SP:Iteration 34F (14138.060000 sec): 3 clusters
  Score: Raw -4895985.974193 + Penalty 3454.741158 = -4892531.233035
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14138.080000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14138.090000 sec): 3 clusters
  Score: Raw -95488.448989 + Penalty 2187.192823 = -93301.256166
  nChanged 217
		SP:Iteration 1F (14138.090000 sec): 3 clusters
  Score: Raw -95674.870147 + Penalty 2187.192823 = -93487.677324
  nChanged 53
		SP:Iteration 2F (14138.090000 sec): 3 clusters
  Score: Raw -95746.483488 + Penalty 2187.192823 = -93559.290665
  nChanged 23
		SP:Iteration 3Q (14138.090000 sec): 3 clusters
  Score: Raw -95773.122738 + Penalty 2187.192823 = -93585.929915
  nChanged 15
		SP:Iteration 4Q (14138.090000 sec): 3 clusters
  Score: Raw -95794.200639 + Penalty 2187.192823 = -93607.007816
  nChanged 9
		SP:Iteration 5Q (14138.100000 sec): 3 clusters
  Score: Raw -95806.070356 + Penalty 2187.192823 = -93618.877533
  nChanged 13
		SP:Iteration 6Q (14138.100000 sec): 3 clusters
  Score: Raw -95820.977984 + Penalty 2187.192823 = -93633.785161
  nChanged 9
		SP:Iteration 7Q (14138.100000 sec): 3 clusters
  Score: Raw -95829.357437 + Penalty 2187.192823 = -93642.164615
  nChanged 7
		SP:Iteration 8Q (14138.100000 sec): 3 clusters
  Score: Raw -95832.920615 + Penalty 2187.192823 = -93645.727792
  nChanged 1
		SP:Iteration 9Q (14138.110000 sec): 3 clusters
  Score: Raw -95833.074537 + Penalty 2187.192823 = -93645.881714
  nChanged 0
		SP:Iteration 10F (14138.110000 sec): 3 clusters
  Score: Raw -95833.074537 + Penalty 2187.192823 = -93645.881714
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14138.110000 sec): 2 clusters
  Score: Raw -219548.869566 + Penalty 1219.999638 = -218328.869928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14138.120000 sec): 3 clusters
  Score: Raw -218805.713474 + Penalty 2439.999275 = -216365.714199
  nChanged 630
		SP:Iteration 1F (14138.130000 sec): 3 clusters
  Score: Raw -219201.528054 + Penalty 2439.999275 = -216761.528779
  nChanged 159
		SP:Iteration 2F (14138.130000 sec): 3 clusters
  Score: Raw -219312.525405 + Penalty 2439.999275 = -216872.526130
  nChanged 95
		SP:Iteration 3F (14138.130000 sec): 3 clusters
  Score: Raw -219382.079470 + Penalty 2439.999275 = -216942.080194
  nChanged 77
		SP:Iteration 4Q (14138.140000 sec): 3 clusters
  Score: Raw -219432.816886 + Penalty 2439.999275 = -216992.817611
  nChanged 48
		SP:Iteration 5Q (14138.140000 sec): 3 clusters
  Score: Raw -219463.776908 + Penalty 2439.999275 = -217023.777633
  nChanged 38
		SP:Iteration 6Q (14138.150000 sec): 3 clusters
  Score: Raw -219494.731713 + Penalty 2439.999275 = -217054.732438
  nChanged 37
		SP:Iteration 7Q (14138.150000 sec): 3 clusters
  Score: Raw -219528.353195 + Penalty 2439.999275 = -217088.353920
  nChanged 44
		SP:Iteration 8Q (14138.150000 sec): 3 clusters
  Score: Raw -219557.038344 + Penalty 2439.999275 = -217117.039069
  nChanged 32
		SP:Iteration 9Q (14138.160000 sec): 3 clusters
  Score: Raw -219574.642505 + Penalty 2439.999275 = -217134.643229
  nChanged 25
		SP:Iteration 10Q (14138.170000 sec): 3 clusters
  Score: Raw -219586.045760 + Penalty 2439.999275 = -217146.046484
  nChanged 16
		SP:Iteration 11Q (14138.170000 sec): 3 clusters
  Score: Raw -219593.890586 + Penalty 2439.999275 = -217153.891311
  nChanged 13
		SP:Iteration 12Q (14138.170000 sec): 3 clusters
  Score: Raw -219599.442251 + Penalty 2439.999275 = -217159.442976
  nChanged 9
		SP:Iteration 13Q (14138.180000 sec): 3 clusters
  Score: Raw -219603.167761 + Penalty 2439.999275 = -217163.168486
  nChanged 11
		SP:Iteration 14Q (14138.180000 sec): 3 clusters
  Score: Raw -219608.907752 + Penalty 2439.999275 = -217168.908477
  nChanged 12
		SP:Iteration 15Q (14138.190000 sec): 3 clusters
  Score: Raw -219615.416963 + Penalty 2439.999275 = -217175.417688
  nChanged 13
		SP:Iteration 16Q (14138.190000 sec): 3 clusters
  Score: Raw -219620.757408 + Penalty 2439.999275 = -217180.758133
  nChanged 10
		SP:Iteration 17Q (14138.190000 sec): 3 clusters
  Score: Raw -219624.935403 + Penalty 2439.999275 = -217184.936128
  nChanged 10
		SP:Iteration 18Q (14138.200000 sec): 3 clusters
  Score: Raw -219630.079150 + Penalty 2439.999275 = -217190.079875
  nChanged 15
		SP:Iteration 19Q (14138.210000 sec): 3 clusters
  Score: Raw -219637.246539 + Penalty 2439.999275 = -217197.247263
  nChanged 20
		SP:Iteration 20F (14138.210000 sec): 3 clusters
  Score: Raw -219649.155630 + Penalty 2439.999275 = -217209.156355
  nChanged 21
		SP:Iteration 21Q (14138.210000 sec): 3 clusters
  Score: Raw -219661.656555 + Penalty 2439.999275 = -217221.657279
  nChanged 20
		SP:Iteration 22Q (14138.220000 sec): 3 clusters
  Score: Raw -219674.317265 + Penalty 2439.999275 = -217234.317990
  nChanged 16
		SP:Iteration 23Q (14138.220000 sec): 3 clusters
  Score: Raw -219683.182053 + Penalty 2439.999275 = -217243.182778
  nChanged 18
		SP:Iteration 24Q (14138.230000 sec): 3 clusters
  Score: Raw -219693.790814 + Penalty 2439.999275 = -217253.791539
  nChanged 17
		SP:Iteration 25Q (14138.230000 sec): 3 clusters
  Score: Raw -219705.601936 + Penalty 2439.999275 = -217265.602661
  nChanged 18
		SP:Iteration 26Q (14138.240000 sec): 3 clusters
  Score: Raw -219718.263606 + Penalty 2439.999275 = -217278.264331
  nChanged 11
		SP:Iteration 27Q (14138.240000 sec): 3 clusters
  Score: Raw -219724.178661 + Penalty 2439.999275 = -217284.179385
  nChanged 3
		SP:Iteration 28Q (14138.250000 sec): 3 clusters
  Score: Raw -219727.123083 + Penalty 2439.999275 = -217287.123808
  nChanged 3
		SP:Iteration 29Q (14138.250000 sec): 3 clusters
  Score: Raw -219729.876351 + Penalty 2439.999275 = -217289.877075
  nChanged 5
		SP:Iteration 30Q (14138.250000 sec): 3 clusters
  Score: Raw -219733.537223 + Penalty 2439.999275 = -217293.537947
  nChanged 5
		SP:Iteration 31Q (14138.260000 sec): 3 clusters
  Score: Raw -219736.732678 + Penalty 2439.999275 = -217296.733403
  nChanged 6
		SP:Iteration 32Q (14138.260000 sec): 3 clusters
  Score: Raw -219739.691161 + Penalty 2439.999275 = -217299.691886
  nChanged 4
		SP:Iteration 33Q (14138.270000 sec): 3 clusters
  Score: Raw -219741.685025 + Penalty 2439.999275 = -217301.685750
  nChanged 2
		SP:Iteration 34Q (14138.270000 sec): 3 clusters
  Score: Raw -219743.126617 + Penalty 2439.999275 = -217303.127341
  nChanged 5
		SP:Iteration 35Q (14138.280000 sec): 3 clusters
  Score: Raw -219746.165742 + Penalty 2439.999275 = -217306.166466
  nChanged 5
		SP:Iteration 36Q (14138.280000 sec): 3 clusters
  Score: Raw -219749.816797 + Penalty 2439.999275 = -217309.817521
  nChanged 7
		SP:Iteration 37Q (14138.290000 sec): 3 clusters
  Score: Raw -219755.393884 + Penalty 2439.999275 = -217315.394609
  nChanged 6
		SP:Iteration 38Q (14138.290000 sec): 3 clusters
  Score: Raw -219758.022848 + Penalty 2439.999275 = -217318.023572
  nChanged 6
		SP:Iteration 39Q (14138.290000 sec): 3 clusters
  Score: Raw -219760.242365 + Penalty 2439.999275 = -217320.243090
  nChanged 4
		SP:Iteration 40F (14138.300000 sec): 3 clusters
  Score: Raw -219763.496284 + Penalty 2439.999275 = -217323.497009
  nChanged 6
		SP:Iteration 41Q (14138.300000 sec): 3 clusters
  Score: Raw -219766.385889 + Penalty 2439.999275 = -217326.386614
  nChanged 6
		SP:Iteration 42Q (14138.310000 sec): 3 clusters
  Score: Raw -219769.473015 + Penalty 2439.999275 = -217329.473739
  nChanged 6
		SP:Iteration 43Q (14138.310000 sec): 3 clusters
  Score: Raw -219774.325368 + Penalty 2439.999275 = -217334.326093
  nChanged 5
		SP:Iteration 44Q (14138.320000 sec): 3 clusters
  Score: Raw -219779.352428 + Penalty 2439.999275 = -217339.353152
  nChanged 6
		SP:Iteration 45Q (14138.320000 sec): 3 clusters
  Score: Raw -219783.499107 + Penalty 2439.999275 = -217343.499831
  nChanged 5
		SP:Iteration 46Q (14138.330000 sec): 3 clusters
  Score: Raw -219786.274904 + Penalty 2439.999275 = -217346.275628
  nChanged 2
		SP:Iteration 47Q (14138.330000 sec): 3 clusters
  Score: Raw -219786.923643 + Penalty 2439.999275 = -217346.924367
  nChanged 2
		SP:Iteration 48Q (14138.330000 sec): 3 clusters
  Score: Raw -219787.582369 + Penalty 2439.999275 = -217347.583094
  nChanged 1
		SP:Iteration 49Q (14138.340000 sec): 3 clusters
  Score: Raw -219788.029077 + Penalty 2439.999275 = -217348.029802
  nChanged 0
		SP:Iteration 50F (14138.340000 sec): 3 clusters
  Score: Raw -219788.029077 + Penalty 2439.999275 = -217348.029802
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14138.420000 sec): 2 clusters
  Score: Raw -2882016.899330 + Penalty 1642.022448 = -2880374.876882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14138.490000 sec): 3 clusters
  Score: Raw -2867210.171632 + Penalty 3284.044896 = -2863926.126737
  nChanged 11100
		SP:Iteration 1F (14138.550000 sec): 3 clusters
  Score: Raw -2873488.668962 + Penalty 3284.044896 = -2870204.624066
  nChanged 1266
		SP:Iteration 2F (14138.610000 sec): 3 clusters
  Score: Raw -2874006.140796 + Penalty 3284.044896 = -2870722.095900
  nChanged 1367
		SP:Iteration 3F (14138.670000 sec): 3 clusters
  Score: Raw -2874680.377783 + Penalty 3284.044896 = -2871396.332887
  nChanged 1555
		SP:Iteration 4F (14138.740000 sec): 3 clusters
  Score: Raw -2875686.538454 + Penalty 3284.044896 = -2872402.493558
  nChanged 1745
		SP:Iteration 5F (14138.800000 sec): 3 clusters
  Score: Raw -2876995.874292 + Penalty 3284.044896 = -2873711.829397
  nChanged 1738
		SP:Iteration 6F (14138.870000 sec): 3 clusters
  Score: Raw -2878474.419996 + Penalty 3284.044896 = -2875190.375100
  nChanged 1473
		SP:Iteration 7F (14138.930000 sec): 3 clusters
  Score: Raw -2879822.996963 + Penalty 3284.044896 = -2876538.952067
  nChanged 1132
		SP:Iteration 8Q (14138.990000 sec): 3 clusters
  Score: Raw -2880925.379860 + Penalty 3284.044896 = -2877641.334964
  nChanged 675
		SP:Iteration 9Q (14139.050000 sec): 3 clusters
  Score: Raw -2881576.790537 + Penalty 3284.044896 = -2878292.745641
  nChanged 333
		SP:Iteration 10Q (14139.100000 sec): 3 clusters
  Score: Raw -2881940.878948 + Penalty 3284.044896 = -2878656.834052
  nChanged 169
		SP:Iteration 11Q (14139.150000 sec): 3 clusters
  Score: Raw -2882140.663706 + Penalty 3284.044896 = -2878856.618810
  nChanged 99
		SP:Iteration 12Q (14139.200000 sec): 3 clusters
  Score: Raw -2882231.589183 + Penalty 3284.044896 = -2878947.544287
  nChanged 61
		SP:Iteration 13Q (14139.250000 sec): 3 clusters
  Score: Raw -2882283.035466 + Penalty 3284.044896 = -2878998.990570
  nChanged 39
		SP:Iteration 14Q (14139.290000 sec): 3 clusters
  Score: Raw -2882314.876116 + Penalty 3284.044896 = -2879030.831221
  nChanged 31
		SP:Iteration 15Q (14139.330000 sec): 3 clusters
  Score: Raw -2882331.954080 + Penalty 3284.044896 = -2879047.909184
  nChanged 23
		SP:Iteration 16Q (14139.380000 sec): 3 clusters
  Score: Raw -2882342.753252 + Penalty 3284.044896 = -2879058.708356
  nChanged 14
		SP:Iteration 17Q (14139.430000 sec): 3 clusters
  Score: Raw -2882348.846518 + Penalty 3284.044896 = -2879064.801622
  nChanged 9
		SP:Iteration 18Q (14139.470000 sec): 3 clusters
  Score: Raw -2882352.497961 + Penalty 3284.044896 = -2879068.453066
  nChanged 7
		SP:Iteration 19Q (14139.510000 sec): 3 clusters
  Score: Raw -2882356.500928 + Penalty 3284.044896 = -2879072.456032
  nChanged 4
		SP:Iteration 20F (14139.580000 sec): 3 clusters
  Score: Raw -2882359.417709 + Penalty 3284.044896 = -2879075.372813
  nChanged 8
		SP:Iteration 21Q (14139.620000 sec): 3 clusters
  Score: Raw -2882366.763708 + Penalty 3284.044896 = -2879082.718812
  nChanged 11
		SP:Iteration 22Q (14139.660000 sec): 3 clusters
  Score: Raw -2882372.752812 + Penalty 3284.044896 = -2879088.707916
  nChanged 5
		SP:Iteration 23Q (14139.710000 sec): 3 clusters
  Score: Raw -2882374.582992 + Penalty 3284.044896 = -2879090.538096
  nChanged 1
		SP:Iteration 24Q (14139.750000 sec): 3 clusters
  Score: Raw -2882374.804913 + Penalty 3284.044896 = -2879090.760018
  nChanged 0
		SP:Iteration 25F (14139.810000 sec): 3 clusters
  Score: Raw -2882374.804913 + Penalty 3284.044896 = -2879090.760018
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14139.920000 sec): 2 clusters
  Score: Raw -4138275.105524 + Penalty 1701.668833 = -4136573.436691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14140.010000 sec): 3 clusters
  Score: Raw -4116145.031228 + Penalty 3403.337665 = -4112741.693563
  nChanged 16437
		SP:Iteration 1F (14140.110000 sec): 3 clusters
  Score: Raw -4125408.289758 + Penalty 3403.337665 = -4122004.952093
  nChanged 1485
		SP:Iteration 2Q (14140.200000 sec): 3 clusters
  Score: Raw -4125912.007851 + Penalty 3403.337665 = -4122508.670186
  nChanged 1605
		SP:Iteration 3Q (14140.290000 sec): 3 clusters
  Score: Raw -4126578.005807 + Penalty 3403.337665 = -4123174.668142
  nChanged 1860
		SP:Iteration 4F (14140.390000 sec): 3 clusters
  Score: Raw -4127486.310555 + Penalty 3403.337665 = -4124082.972890
  nChanged 2032
		SP:Iteration 5F (14140.480000 sec): 3 clusters
  Score: Raw -4128614.985698 + Penalty 3403.337665 = -4125211.648033
  nChanged 2154
		SP:Iteration 6F (14140.570000 sec): 3 clusters
  Score: Raw -4129861.316994 + Penalty 3403.337665 = -4126457.979329
  nChanged 2075
		SP:Iteration 7F (14140.670000 sec): 3 clusters
  Score: Raw -4130990.976087 + Penalty 3403.337665 = -4127587.638422
  nChanged 1805
		SP:Iteration 8F (14140.760000 sec): 3 clusters
  Score: Raw -4131863.330624 + Penalty 3403.337665 = -4128459.992959
  nChanged 1467
		SP:Iteration 9Q (14140.850000 sec): 3 clusters
  Score: Raw -4132424.599731 + Penalty 3403.337665 = -4129021.262066
  nChanged 1137
		SP:Iteration 10Q (14140.950000 sec): 3 clusters
  Score: Raw -4132810.114648 + Penalty 3403.337665 = -4129406.776983
  nChanged 985
		SP:Iteration 11Q (14141.040000 sec): 3 clusters
  Score: Raw -4133101.540189 + Penalty 3403.337665 = -4129698.202524
  nChanged 850
		SP:Iteration 12Q (14141.130000 sec): 3 clusters
  Score: Raw -4133333.621861 + Penalty 3403.337665 = -4129930.284196
  nChanged 813
		SP:Iteration 13Q (14141.220000 sec): 3 clusters
  Score: Raw -4133562.205886 + Penalty 3403.337665 = -4130158.868221
  nChanged 922
		SP:Iteration 14Q (14141.310000 sec): 3 clusters
  Score: Raw -4133841.014828 + Penalty 3403.337665 = -4130437.677163
  nChanged 1004
		SP:Iteration 15Q (14141.410000 sec): 3 clusters
  Score: Raw -4134167.422126 + Penalty 3403.337665 = -4130764.084461
  nChanged 1047
		SP:Iteration 16Q (14141.490000 sec): 3 clusters
  Score: Raw -4134513.017961 + Penalty 3403.337665 = -4131109.680296
  nChanged 1043
		SP:Iteration 17Q (14141.590000 sec): 3 clusters
  Score: Raw -4134875.278472 + Penalty 3403.337665 = -4131471.940807
  nChanged 1073
		SP:Iteration 18Q (14141.670000 sec): 3 clusters
  Score: Raw -4135274.434165 + Penalty 3403.337665 = -4131871.096500
  nChanged 1080
		SP:Iteration 19Q (14141.760000 sec): 3 clusters
  Score: Raw -4135694.501552 + Penalty 3403.337665 = -4132291.163887
  nChanged 1079
		SP:Iteration 20F (14141.850000 sec): 3 clusters
  Score: Raw -4136129.800372 + Penalty 3403.337665 = -4132726.462707
  nChanged 1017
		SP:Iteration 21Q (14141.940000 sec): 3 clusters
  Score: Raw -4136559.181853 + Penalty 3403.337665 = -4133155.844188
  nChanged 902
		SP:Iteration 22Q (14142.020000 sec): 3 clusters
  Score: Raw -4136954.447487 + Penalty 3403.337665 = -4133551.109822
  nChanged 782
		SP:Iteration 23Q (14142.100000 sec): 3 clusters
  Score: Raw -4137294.406259 + Penalty 3403.337665 = -4133891.068594
  nChanged 690
		SP:Iteration 24Q (14142.180000 sec): 3 clusters
  Score: Raw -4137597.743950 + Penalty 3403.337665 = -4134194.406285
  nChanged 564
		SP:Iteration 25Q (14142.260000 sec): 3 clusters
  Score: Raw -4137833.100543 + Penalty 3403.337665 = -4134429.762878
  nChanged 423
		SP:Iteration 26Q (14142.330000 sec): 3 clusters
  Score: Raw -4138000.393275 + Penalty 3403.337665 = -4134597.055610
  nChanged 336
		SP:Iteration 27Q (14142.410000 sec): 3 clusters
  Score: Raw -4138133.389592 + Penalty 3403.337665 = -4134730.051927
  nChanged 265
		SP:Iteration 28Q (14142.480000 sec): 3 clusters
  Score: Raw -4138234.422993 + Penalty 3403.337665 = -4134831.085328
  nChanged 210
		SP:Iteration 29Q (14142.560000 sec): 3 clusters
  Score: Raw -4138317.893595 + Penalty 3403.337665 = -4134914.555930
  nChanged 181
		SP:Iteration 30Q (14142.630000 sec): 3 clusters
  Score: Raw -4138384.766117 + Penalty 3403.337665 = -4134981.428452
  nChanged 137
		SP:Iteration 31Q (14142.700000 sec): 3 clusters
  Score: Raw -4138439.954835 + Penalty 3403.337665 = -4135036.617170
  nChanged 127
		SP:Iteration 32Q (14142.770000 sec): 3 clusters
  Score: Raw -4138485.957110 + Penalty 3403.337665 = -4135082.619445
  nChanged 99
		SP:Iteration 33Q (14142.840000 sec): 3 clusters
  Score: Raw -4138520.525304 + Penalty 3403.337665 = -4135117.187639
  nChanged 79
		SP:Iteration 34Q (14142.910000 sec): 3 clusters
  Score: Raw -4138544.580124 + Penalty 3403.337665 = -4135141.242459
  nChanged 50
		SP:Iteration 35Q (14142.990000 sec): 3 clusters
  Score: Raw -4138561.663994 + Penalty 3403.337665 = -4135158.326328
  nChanged 45
		SP:Iteration 36Q (14143.060000 sec): 3 clusters
  Score: Raw -4138575.551967 + Penalty 3403.337665 = -4135172.214302
  nChanged 41
		SP:Iteration 37Q (14143.130000 sec): 3 clusters
  Score: Raw -4138591.651743 + Penalty 3403.337665 = -4135188.314078
  nChanged 48
		SP:Iteration 38Q (14143.200000 sec): 3 clusters
  Score: Raw -4138610.234889 + Penalty 3403.337665 = -4135206.897223
  nChanged 44
		SP:Iteration 39Q (14143.270000 sec): 3 clusters
  Score: Raw -4138624.578255 + Penalty 3403.337665 = -4135221.240590
  nChanged 31
		SP:Iteration 40F (14143.360000 sec): 3 clusters
  Score: Raw -4138634.474964 + Penalty 3403.337665 = -4135231.137299
  nChanged 23
		SP:Iteration 41Q (14143.430000 sec): 3 clusters
  Score: Raw -4138640.754136 + Penalty 3403.337665 = -4135237.416471
  nChanged 17
		SP:Iteration 42Q (14143.490000 sec): 3 clusters
  Score: Raw -4138646.878950 + Penalty 3403.337665 = -4135243.541285
  nChanged 18
		SP:Iteration 43Q (14143.560000 sec): 3 clusters
  Score: Raw -4138652.485059 + Penalty 3403.337665 = -4135249.147394
  nChanged 18
		SP:Iteration 44Q (14143.630000 sec): 3 clusters
  Score: Raw -4138657.644602 + Penalty 3403.337665 = -4135254.306937
  nChanged 23
		SP:Iteration 45Q (14143.700000 sec): 3 clusters
  Score: Raw -4138665.351439 + Penalty 3403.337665 = -4135262.013774
  nChanged 16
		SP:Iteration 46Q (14143.770000 sec): 3 clusters
  Score: Raw -4138669.145065 + Penalty 3403.337665 = -4135265.807400
  nChanged 9
		SP:Iteration 47Q (14143.840000 sec): 3 clusters
  Score: Raw -4138670.945741 + Penalty 3403.337665 = -4135267.608076
  nChanged 6
		SP:Iteration 48Q (14143.910000 sec): 3 clusters
  Score: Raw -4138672.145299 + Penalty 3403.337665 = -4135268.807634
  nChanged 3
		SP:Iteration 49Q (14143.970000 sec): 3 clusters
  Score: Raw -4138672.789145 + Penalty 3403.337665 = -4135269.451480
  nChanged 4
		SP:Iteration 50Q (14144.050000 sec): 3 clusters
  Score: Raw -4138673.723878 + Penalty 3403.337665 = -4135270.386213
  nChanged 3
		SP:Iteration 51Q (14144.110000 sec): 3 clusters
  Score: Raw -4138674.392313 + Penalty 3403.337665 = -4135271.054648
  nChanged 1
		SP:Iteration 52Q (14144.190000 sec): 3 clusters
  Score: Raw -4138674.675612 + Penalty 3403.337665 = -4135271.337947
  nChanged 2
		SP:Iteration 53Q (14144.250000 sec): 3 clusters
  Score: Raw -4138675.069855 + Penalty 3403.337665 = -4135271.732190
  nChanged 0
		SP:Iteration 54F (14144.350000 sec): 3 clusters
  Score: Raw -4138675.069855 + Penalty 3403.337665 = -4135271.732190
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (138033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14144.770000 sec): 2 clusters
  Score: Raw -16109437.229208 + Penalty 1923.227811 = -16107514.001397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14145.150000 sec): 3 clusters
  Score: Raw -16019146.693464 + Penalty 3846.455621 = -16015300.237843
  nChanged 66136
		SP:Iteration 1F (14145.510000 sec): 3 clusters
  Score: Raw -16058257.989926 + Penalty 3846.455621 = -16054411.534304
  nChanged 4746
		SP:Iteration 2Q (14145.890000 sec): 3 clusters
  Score: Raw -16059587.759677 + Penalty 3846.455621 = -16055741.304055
  nChanged 5544
		SP:Iteration 3Q (14146.270000 sec): 3 clusters
  Score: Raw -16061402.586418 + Penalty 3846.455621 = -16057556.130796
  nChanged 6468
		SP:Iteration 4Q (14146.650000 sec): 3 clusters
  Score: Raw -16063964.460896 + Penalty 3846.455621 = -16060118.005275
  nChanged 7644
		SP:Iteration 5F (14147.020000 sec): 3 clusters
  Score: Raw -16067386.694216 + Penalty 3846.455621 = -16063540.238594
  nChanged 8254
		SP:Iteration 6F (14147.390000 sec): 3 clusters
  Score: Raw -16071553.173762 + Penalty 3846.455621 = -16067706.718140
  nChanged 8438
		SP:Iteration 7F (14147.760000 sec): 3 clusters
  Score: Raw -16076024.287736 + Penalty 3846.455621 = -16072177.832114
  nChanged 8148
		SP:Iteration 8F (14148.130000 sec): 3 clusters
  Score: Raw -16080546.607712 + Penalty 3846.455621 = -16076700.152091
  nChanged 7593
		SP:Iteration 9F (14148.500000 sec): 3 clusters
  Score: Raw -16084912.304530 + Penalty 3846.455621 = -16081065.848908
  nChanged 6963
		SP:Iteration 10F (14148.860000 sec): 3 clusters
  Score: Raw -16089211.979030 + Penalty 3846.455621 = -16085365.523409
  nChanged 6517
		SP:Iteration 11Q (14149.230000 sec): 3 clusters
  Score: Raw -16093731.547743 + Penalty 3846.455621 = -16089885.092122
  nChanged 6091
		SP:Iteration 12Q (14149.610000 sec): 3 clusters
  Score: Raw -16098536.770754 + Penalty 3846.455621 = -16094690.315132
  nChanged 5262
		SP:Iteration 13Q (14149.970000 sec): 3 clusters
  Score: Raw -16103105.111547 + Penalty 3846.455621 = -16099258.655925
  nChanged 3638
		SP:Iteration 14Q (14150.330000 sec): 3 clusters
  Score: Raw -16106344.269812 + Penalty 3846.455621 = -16102497.814191
  nChanged 2067
		SP:Iteration 15Q (14150.660000 sec): 3 clusters
  Score: Raw -16108166.997214 + Penalty 3846.455621 = -16104320.541593
  nChanged 956
		SP:Iteration 16Q (14150.970000 sec): 3 clusters
  Score: Raw -16109035.990602 + Penalty 3846.455621 = -16105189.534981
  nChanged 388
		SP:Iteration 17Q (14151.250000 sec): 3 clusters
  Score: Raw -16109432.048622 + Penalty 3846.455621 = -16105585.593000
  nChanged 182
		SP:Iteration 18Q (14151.510000 sec): 3 clusters
  Score: Raw -16109631.943667 + Penalty 3846.455621 = -16105785.488045
  nChanged 111
		SP:Iteration 19Q (14151.770000 sec): 3 clusters
  Score: Raw -16109748.031131 + Penalty 3846.455621 = -16105901.575509
  nChanged 92
		SP:Iteration 20F (14152.140000 sec): 3 clusters
  Score: Raw -16109820.229029 + Penalty 3846.455621 = -16105973.773407
  nChanged 59
		SP:Iteration 21Q (14152.400000 sec): 3 clusters
  Score: Raw -16109854.836001 + Penalty 3846.455621 = -16106008.380379
  nChanged 53
		SP:Iteration 22Q (14152.660000 sec): 3 clusters
  Score: Raw -16109885.873768 + Penalty 3846.455621 = -16106039.418147
  nChanged 35
		SP:Iteration 23Q (14152.920000 sec): 3 clusters
  Score: Raw -16109903.974365 + Penalty 3846.455621 = -16106057.518744
  nChanged 21
		SP:Iteration 24Q (14153.190000 sec): 3 clusters
  Score: Raw -16109915.602513 + Penalty 3846.455621 = -16106069.146892
  nChanged 21
		SP:Iteration 25Q (14153.450000 sec): 3 clusters
  Score: Raw -16109925.498717 + Penalty 3846.455621 = -16106079.043096
  nChanged 16
		SP:Iteration 26Q (14153.720000 sec): 3 clusters
  Score: Raw -16109934.286398 + Penalty 3846.455621 = -16106087.830777
  nChanged 11
		SP:Iteration 27Q (14153.980000 sec): 3 clusters
  Score: Raw -16109938.358638 + Penalty 3846.455621 = -16106091.903017
  nChanged 5
		SP:Iteration 28Q (14154.230000 sec): 3 clusters
  Score: Raw -16109940.098013 + Penalty 3846.455621 = -16106093.642391
  nChanged 10
		SP:Iteration 29Q (14154.490000 sec): 3 clusters
  Score: Raw -16109943.932973 + Penalty 3846.455621 = -16106097.477352
  nChanged 7
		SP:Iteration 30Q (14154.750000 sec): 3 clusters
  Score: Raw -16109947.634025 + Penalty 3846.455621 = -16106101.178404
  nChanged 6
		SP:Iteration 31Q (14155.000000 sec): 3 clusters
  Score: Raw -16109949.285816 + Penalty 3846.455621 = -16106102.830195
  nChanged 3
		SP:Iteration 32Q (14155.250000 sec): 3 clusters
  Score: Raw -16109950.156903 + Penalty 3846.455621 = -16106103.701281
  nChanged 3
		SP:Iteration 33Q (14155.510000 sec): 3 clusters
  Score: Raw -16109951.124988 + Penalty 3846.455621 = -16106104.669366
  nChanged 4
		SP:Iteration 34Q (14155.770000 sec): 3 clusters
  Score: Raw -16109952.666248 + Penalty 3846.455621 = -16106106.210627
  nChanged 4
		SP:Iteration 35Q (14156.030000 sec): 3 clusters
  Score: Raw -16109954.711647 + Penalty 3846.455621 = -16106108.256026
  nChanged 5
		SP:Iteration 36Q (14156.280000 sec): 3 clusters
  Score: Raw -16109956.817576 + Penalty 3846.455621 = -16106110.361955
  nChanged 5
		SP:Iteration 37Q (14156.540000 sec): 3 clusters
  Score: Raw -16109959.508675 + Penalty 3846.455621 = -16106113.053053
  nChanged 4
		SP:Iteration 38Q (14156.820000 sec): 3 clusters
  Score: Raw -16109960.932150 + Penalty 3846.455621 = -16106114.476529
  nChanged 3
		SP:Iteration 39Q (14157.070000 sec): 3 clusters
  Score: Raw -16109962.069167 + Penalty 3846.455621 = -16106115.613546
  nChanged 2
		SP:Iteration 40F (14157.440000 sec): 3 clusters
  Score: Raw -16109962.816622 + Penalty 3846.455621 = -16106116.361001
  nChanged 1
		SP:Iteration 41Q (14157.710000 sec): 3 clusters
  Score: Raw -16109963.178567 + Penalty 3846.455621 = -16106116.722946
  nChanged 0
		SP:Iteration 42F (14158.100000 sec): 3 clusters
  Score: Raw -16109963.178567 + Penalty 3846.455621 = -16106116.722946
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (2474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14158.180000 sec): 2 clusters
  Score: Raw -234961.196686 + Penalty 1269.708627 = -233691.488058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14158.190000 sec): 3 clusters
  Score: Raw -233868.685934 + Penalty 2539.417255 = -231329.268679
  nChanged 907
		SP:Iteration 1F (14158.190000 sec): 3 clusters
  Score: Raw -234551.244902 + Penalty 2539.417255 = -232011.827647
  nChanged 249
		SP:Iteration 2F (14158.200000 sec): 3 clusters
  Score: Raw -234843.938965 + Penalty 2539.417255 = -232304.521711
  nChanged 186
		SP:Iteration 3F (14158.210000 sec): 3 clusters
  Score: Raw -235031.763351 + Penalty 2539.417255 = -232492.346096
  nChanged 119
		SP:Iteration 4Q (14158.210000 sec): 3 clusters
  Score: Raw -235185.189051 + Penalty 2539.417255 = -232645.771796
  nChanged 130
		SP:Iteration 5F (14158.220000 sec): 3 clusters
  Score: Raw -235351.326131 + Penalty 2539.417255 = -232811.908876
  nChanged 101
		SP:Iteration 6Q (14158.230000 sec): 3 clusters
  Score: Raw -235476.827399 + Penalty 2539.417255 = -232937.410145
  nChanged 87
		SP:Iteration 7Q (14158.230000 sec): 3 clusters
  Score: Raw -235554.283281 + Penalty 2539.417255 = -233014.866026
  nChanged 55
		SP:Iteration 8Q (14158.240000 sec): 3 clusters
  Score: Raw -235605.867988 + Penalty 2539.417255 = -233066.450734
  nChanged 40
		SP:Iteration 9Q (14158.240000 sec): 3 clusters
  Score: Raw -235636.409218 + Penalty 2539.417255 = -233096.991963
  nChanged 30
		SP:Iteration 10Q (14158.250000 sec): 3 clusters
  Score: Raw -235659.935899 + Penalty 2539.417255 = -233120.518645
  nChanged 25
		SP:Iteration 11Q (14158.250000 sec): 3 clusters
  Score: Raw -235674.057372 + Penalty 2539.417255 = -233134.640117
  nChanged 18
		SP:Iteration 12Q (14158.260000 sec): 3 clusters
  Score: Raw -235682.170655 + Penalty 2539.417255 = -233142.753400
  nChanged 11
		SP:Iteration 13Q (14158.270000 sec): 3 clusters
  Score: Raw -235686.206494 + Penalty 2539.417255 = -233146.789239
  nChanged 7
		SP:Iteration 14Q (14158.270000 sec): 3 clusters
  Score: Raw -235689.201480 + Penalty 2539.417255 = -233149.784225
  nChanged 9
		SP:Iteration 15Q (14158.280000 sec): 3 clusters
  Score: Raw -235693.714874 + Penalty 2539.417255 = -233154.297619
  nChanged 4
		SP:Iteration 16Q (14158.280000 sec): 3 clusters
  Score: Raw -235695.190303 + Penalty 2539.417255 = -233155.773048
  nChanged 2
		SP:Iteration 17Q (14158.290000 sec): 3 clusters
  Score: Raw -235695.865253 + Penalty 2539.417255 = -233156.447999
  nChanged 2
		SP:Iteration 18Q (14158.290000 sec): 3 clusters
  Score: Raw -235696.612368 + Penalty 2539.417255 = -233157.195114
  nChanged 2
		SP:Iteration 19Q (14158.300000 sec): 3 clusters
  Score: Raw -235697.266301 + Penalty 2539.417255 = -233157.849046
  nChanged 2
		SP:Iteration 20F (14158.310000 sec): 3 clusters
  Score: Raw -235697.766838 + Penalty 2539.417255 = -233158.349583
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14158.310000 sec): 2 clusters
  Score: Raw -172723.656129 + Penalty 1199.696298 = -171523.959831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14158.320000 sec): 3 clusters
  Score: Raw -172058.413378 + Penalty 2399.392596 = -169659.020782
  nChanged 548
		SP:Iteration 1F (14158.320000 sec): 3 clusters
  Score: Raw -172470.602297 + Penalty 2399.392596 = -170071.209701
  nChanged 153
		SP:Iteration 2F (14158.330000 sec): 3 clusters
  Score: Raw -172611.426040 + Penalty 2399.392596 = -170212.033444
  nChanged 98
		SP:Iteration 3F (14158.330000 sec): 3 clusters
  Score: Raw -172709.503177 + Penalty 2399.392596 = -170310.110581
  nChanged 74
		SP:Iteration 4Q (14158.330000 sec): 3 clusters
  Score: Raw -172788.545876 + Penalty 2399.392596 = -170389.153280
  nChanged 52
		SP:Iteration 5Q (14158.340000 sec): 3 clusters
  Score: Raw -172841.138348 + Penalty 2399.392596 = -170441.745751
  nChanged 45
		SP:Iteration 6Q (14158.340000 sec): 3 clusters
  Score: Raw -172885.839278 + Penalty 2399.392596 = -170486.446682
  nChanged 47
		SP:Iteration 7Q (14158.350000 sec): 3 clusters
  Score: Raw -172930.410591 + Penalty 2399.392596 = -170531.017995
  nChanged 38
		SP:Iteration 8Q (14158.350000 sec): 3 clusters
  Score: Raw -172973.365799 + Penalty 2399.392596 = -170573.973203
  nChanged 33
		SP:Iteration 9Q (14158.350000 sec): 3 clusters
  Score: Raw -173014.081450 + Penalty 2399.392596 = -170614.688854
  nChanged 39
		SP:Iteration 10Q (14158.360000 sec): 3 clusters
  Score: Raw -173053.761624 + Penalty 2399.392596 = -170654.369028
  nChanged 26
		SP:Iteration 11Q (14158.360000 sec): 3 clusters
  Score: Raw -173078.108958 + Penalty 2399.392596 = -170678.716362
  nChanged 27
		SP:Iteration 12Q (14158.370000 sec): 3 clusters
  Score: Raw -173106.022276 + Penalty 2399.392596 = -170706.629680
  nChanged 30
		SP:Iteration 13Q (14158.370000 sec): 3 clusters
  Score: Raw -173137.092309 + Penalty 2399.392596 = -170737.699713
  nChanged 29
		SP:Iteration 14Q (14158.370000 sec): 3 clusters
  Score: Raw -173168.150816 + Penalty 2399.392596 = -170768.758219
  nChanged 30
		SP:Iteration 15Q (14158.370000 sec): 3 clusters
  Score: Raw -173197.490495 + Penalty 2399.392596 = -170798.097899
  nChanged 36
		SP:Iteration 16Q (14158.380000 sec): 3 clusters
  Score: Raw -173249.156899 + Penalty 2399.392596 = -170849.764303
  nChanged 37
		SP:Iteration 17Q (14158.380000 sec): 3 clusters
  Score: Raw -173301.297084 + Penalty 2399.392596 = -170901.904488
  nChanged 38
		SP:Iteration 18Q (14158.390000 sec): 3 clusters
  Score: Raw -173359.823347 + Penalty 2399.392596 = -170960.430751
  nChanged 33
		SP:Iteration 19Q (14158.390000 sec): 3 clusters
  Score: Raw -173404.328332 + Penalty 2399.392596 = -171004.935736
  nChanged 26
		SP:Iteration 20F (14158.390000 sec): 3 clusters
  Score: Raw -173426.561946 + Penalty 2399.392596 = -171027.169350
  nChanged 20
		SP:Iteration 21Q (14158.400000 sec): 3 clusters
  Score: Raw -173441.223622 + Penalty 2399.392596 = -171041.831026
  nChanged 11
		SP:Iteration 22Q (14158.400000 sec): 3 clusters
  Score: Raw -173451.492469 + Penalty 2399.392596 = -171052.099873
  nChanged 10
		SP:Iteration 23Q (14158.410000 sec): 3 clusters
  Score: Raw -173459.532554 + Penalty 2399.392596 = -171060.139957
  nChanged 9
		SP:Iteration 24Q (14158.410000 sec): 3 clusters
  Score: Raw -173468.794940 + Penalty 2399.392596 = -171069.402344
  nChanged 7
		SP:Iteration 25Q (14158.410000 sec): 3 clusters
  Score: Raw -173475.030026 + Penalty 2399.392596 = -171075.637430
  nChanged 6
		SP:Iteration 26Q (14158.410000 sec): 3 clusters
  Score: Raw -173479.196841 + Penalty 2399.392596 = -171079.804245
  nChanged 4
		SP:Iteration 27Q (14158.420000 sec): 3 clusters
  Score: Raw -173482.122299 + Penalty 2399.392596 = -171082.729703
  nChanged 4
		SP:Iteration 28Q (14158.420000 sec): 3 clusters
  Score: Raw -173485.739045 + Penalty 2399.392596 = -171086.346449
  nChanged 3
		SP:Iteration 29Q (14158.430000 sec): 3 clusters
  Score: Raw -173488.806959 + Penalty 2399.392596 = -171089.414363
  nChanged 3
		SP:Iteration 30Q (14158.430000 sec): 3 clusters
  Score: Raw -173491.683882 + Penalty 2399.392596 = -171092.291286
  nChanged 1
		SP:Iteration 31Q (14158.430000 sec): 3 clusters
  Score: Raw -173492.046763 + Penalty 2399.392596 = -171092.654167
  nChanged 0
		SP:Iteration 32F (14158.440000 sec): 3 clusters
  Score: Raw -173492.046763 + Penalty 2399.392596 = -171092.654167
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14158.460000 sec): 2 clusters
  Score: Raw -721723.995562 + Penalty 1425.775585 = -720298.219977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14158.470000 sec): 3 clusters
  Score: Raw -718266.464420 + Penalty 2851.551170 = -715414.913250
  nChanged 2670
		SP:Iteration 1F (14158.490000 sec): 3 clusters
  Score: Raw -719651.313240 + Penalty 2851.551170 = -716799.762070
  nChanged 456
		SP:Iteration 2F (14158.510000 sec): 3 clusters
  Score: Raw -719852.949691 + Penalty 2851.551170 = -717001.398521
  nChanged 312
		SP:Iteration 3Q (14158.520000 sec): 3 clusters
  Score: Raw -719994.435935 + Penalty 2851.551170 = -717142.884765
  nChanged 288
		SP:Iteration 4Q (14158.540000 sec): 3 clusters
  Score: Raw -720103.722523 + Penalty 2851.551170 = -717252.171353
  nChanged 211
		SP:Iteration 5Q (14158.550000 sec): 3 clusters
  Score: Raw -720187.482188 + Penalty 2851.551170 = -717335.931017
  nChanged 199
		SP:Iteration 6Q (14158.570000 sec): 3 clusters
  Score: Raw -720272.172076 + Penalty 2851.551170 = -717420.620906
  nChanged 195
		SP:Iteration 7Q (14158.590000 sec): 3 clusters
  Score: Raw -720358.012422 + Penalty 2851.551170 = -717506.461252
  nChanged 186
		SP:Iteration 8Q (14158.610000 sec): 3 clusters
  Score: Raw -720426.728302 + Penalty 2851.551170 = -717575.177132
  nChanged 160
		SP:Iteration 9Q (14158.620000 sec): 3 clusters
  Score: Raw -720489.278192 + Penalty 2851.551170 = -717637.727022
  nChanged 157
		SP:Iteration 10Q (14158.640000 sec): 3 clusters
  Score: Raw -720572.097744 + Penalty 2851.551170 = -717720.546574
  nChanged 191
		SP:Iteration 11Q (14158.650000 sec): 3 clusters
  Score: Raw -720674.618114 + Penalty 2851.551170 = -717823.066944
  nChanged 196
		SP:Iteration 12Q (14158.670000 sec): 3 clusters
  Score: Raw -720801.591067 + Penalty 2851.551170 = -717950.039897
  nChanged 219
		SP:Iteration 13Q (14158.690000 sec): 3 clusters
  Score: Raw -720957.204935 + Penalty 2851.551170 = -718105.653764
  nChanged 249
		SP:Iteration 14Q (14158.700000 sec): 3 clusters
  Score: Raw -721196.706864 + Penalty 2851.551170 = -718345.155694
  nChanged 327
		SP:Iteration 15F (14158.720000 sec): 3 clusters
  Score: Raw -721585.386847 + Penalty 2851.551170 = -718733.835677
  nChanged 347
		SP:Iteration 16F (14158.730000 sec): 3 clusters
  Score: Raw -722024.977356 + Penalty 2851.551170 = -719173.426186
  nChanged 301
		SP:Iteration 17Q (14158.750000 sec): 3 clusters
  Score: Raw -722381.823001 + Penalty 2851.551170 = -719530.271831
  nChanged 208
		SP:Iteration 18Q (14158.760000 sec): 3 clusters
  Score: Raw -722553.619931 + Penalty 2851.551170 = -719702.068761
  nChanged 120
		SP:Iteration 19Q (14158.780000 sec): 3 clusters
  Score: Raw -722628.813780 + Penalty 2851.551170 = -719777.262610
  nChanged 86
		SP:Iteration 20F (14158.790000 sec): 3 clusters
  Score: Raw -722660.584732 + Penalty 2851.551170 = -719809.033562
  nChanged 43
		SP:Iteration 21Q (14158.810000 sec): 3 clusters
  Score: Raw -722674.420860 + Penalty 2851.551170 = -719822.869690
  nChanged 34
		SP:Iteration 22Q (14158.820000 sec): 3 clusters
  Score: Raw -722682.934933 + Penalty 2851.551170 = -719831.383763
  nChanged 22
		SP:Iteration 23Q (14158.830000 sec): 3 clusters
  Score: Raw -722688.319585 + Penalty 2851.551170 = -719836.768415
  nChanged 21
		SP:Iteration 24Q (14158.850000 sec): 3 clusters
  Score: Raw -722694.337542 + Penalty 2851.551170 = -719842.786372
  nChanged 14
		SP:Iteration 25Q (14158.860000 sec): 3 clusters
  Score: Raw -722698.059965 + Penalty 2851.551170 = -719846.508795
  nChanged 13
		SP:Iteration 26Q (14158.870000 sec): 3 clusters
  Score: Raw -722700.563634 + Penalty 2851.551170 = -719849.012463
  nChanged 5
		SP:Iteration 27Q (14158.890000 sec): 3 clusters
  Score: Raw -722701.236320 + Penalty 2851.551170 = -719849.685150
  nChanged 1
		SP:Iteration 28Q (14158.900000 sec): 3 clusters
  Score: Raw -722701.403375 + Penalty 2851.551170 = -719849.852205
  nChanged 2
		SP:Iteration 29Q (14158.910000 sec): 3 clusters
  Score: Raw -722701.706468 + Penalty 2851.551170 = -719850.155298
  nChanged 3
		SP:Iteration 30Q (14158.930000 sec): 3 clusters
  Score: Raw -722702.012686 + Penalty 2851.551170 = -719850.461516
  nChanged 1
		SP:Iteration 31Q (14158.940000 sec): 3 clusters
  Score: Raw -722702.152727 + Penalty 2851.551170 = -719850.601557
  nChanged 2
		SP:Iteration 32Q (14158.950000 sec): 3 clusters
  Score: Raw -722702.387119 + Penalty 2851.551170 = -719850.835949
  nChanged 1
		SP:Iteration 33Q (14158.970000 sec): 3 clusters
  Score: Raw -722702.494013 + Penalty 2851.551170 = -719850.942843
  nChanged 1
		SP:Iteration 34Q (14158.980000 sec): 3 clusters
  Score: Raw -722702.545422 + Penalty 2851.551170 = -719850.994251
  nChanged 0
		SP:Iteration 35F (14159.000000 sec): 3 clusters
  Score: Raw -722702.545422 + Penalty 2851.551170 = -719850.994251
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14159.020000 sec): 2 clusters
  Score: Raw -854091.820257 + Penalty 1456.201139 = -852635.619117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14159.040000 sec): 3 clusters
  Score: Raw -849880.199510 + Penalty 2912.402279 = -846967.797231
  nChanged 3267
		SP:Iteration 1F (14159.060000 sec): 3 clusters
  Score: Raw -851895.259632 + Penalty 2912.402279 = -848982.857353
  nChanged 697
		SP:Iteration 2F (14159.080000 sec): 3 clusters
  Score: Raw -852479.879092 + Penalty 2912.402279 = -849567.476813
  nChanged 679
		SP:Iteration 3F (14159.100000 sec): 3 clusters
  Score: Raw -853017.586506 + Penalty 2912.402279 = -850105.184227
  nChanged 562
		SP:Iteration 4F (14159.120000 sec): 3 clusters
  Score: Raw -853424.916265 + Penalty 2912.402279 = -850512.513986
  nChanged 463
		SP:Iteration 5F (14159.140000 sec): 3 clusters
  Score: Raw -853710.489791 + Penalty 2912.402279 = -850798.087512
  nChanged 335
		SP:Iteration 6Q (14159.160000 sec): 3 clusters
  Score: Raw -853886.253466 + Penalty 2912.402279 = -850973.851187
  nChanged 242
		SP:Iteration 7Q (14159.180000 sec): 3 clusters
  Score: Raw -853997.740857 + Penalty 2912.402279 = -851085.338578
  nChanged 177
		SP:Iteration 8Q (14159.200000 sec): 3 clusters
  Score: Raw -854079.442808 + Penalty 2912.402279 = -851167.040529
  nChanged 162
		SP:Iteration 9Q (14159.220000 sec): 3 clusters
  Score: Raw -854152.765170 + Penalty 2912.402279 = -851240.362891
  nChanged 139
		SP:Iteration 10Q (14159.240000 sec): 3 clusters
  Score: Raw -854212.971762 + Penalty 2912.402279 = -851300.569483
  nChanged 120
		SP:Iteration 11Q (14159.250000 sec): 3 clusters
  Score: Raw -854265.796108 + Penalty 2912.402279 = -851353.393829
  nChanged 109
		SP:Iteration 12Q (14159.270000 sec): 3 clusters
  Score: Raw -854310.381647 + Penalty 2912.402279 = -851397.979368
  nChanged 91
		SP:Iteration 13Q (14159.290000 sec): 3 clusters
  Score: Raw -854347.245099 + Penalty 2912.402279 = -851434.842820
  nChanged 77
		SP:Iteration 14Q (14159.310000 sec): 3 clusters
  Score: Raw -854377.316713 + Penalty 2912.402279 = -851464.914434
  nChanged 63
		SP:Iteration 15Q (14159.330000 sec): 3 clusters
  Score: Raw -854405.013849 + Penalty 2912.402279 = -851492.611570
  nChanged 55
		SP:Iteration 16Q (14159.350000 sec): 3 clusters
  Score: Raw -854430.078969 + Penalty 2912.402279 = -851517.676690
  nChanged 49
		SP:Iteration 17Q (14159.370000 sec): 3 clusters
  Score: Raw -854449.280506 + Penalty 2912.402279 = -851536.878227
  nChanged 36
		SP:Iteration 18Q (14159.390000 sec): 3 clusters
  Score: Raw -854465.015372 + Penalty 2912.402279 = -851552.613093
  nChanged 38
		SP:Iteration 19Q (14159.410000 sec): 3 clusters
  Score: Raw -854481.239347 + Penalty 2912.402279 = -851568.837068
  nChanged 37
		SP:Iteration 20F (14159.430000 sec): 3 clusters
  Score: Raw -854504.695756 + Penalty 2912.402279 = -851592.293477
  nChanged 43
		SP:Iteration 21Q (14159.450000 sec): 3 clusters
  Score: Raw -854529.170806 + Penalty 2912.402279 = -851616.768527
  nChanged 47
		SP:Iteration 22Q (14159.470000 sec): 3 clusters
  Score: Raw -854555.508035 + Penalty 2912.402279 = -851643.105756
  nChanged 29
		SP:Iteration 23Q (14159.480000 sec): 3 clusters
  Score: Raw -854569.771374 + Penalty 2912.402279 = -851657.369095
  nChanged 22
		SP:Iteration 24Q (14159.500000 sec): 3 clusters
  Score: Raw -854578.510341 + Penalty 2912.402279 = -851666.108062
  nChanged 20
		SP:Iteration 25Q (14159.520000 sec): 3 clusters
  Score: Raw -854587.500500 + Penalty 2912.402279 = -851675.098221
  nChanged 18
		SP:Iteration 26Q (14159.540000 sec): 3 clusters
  Score: Raw -854595.636397 + Penalty 2912.402279 = -851683.234118
  nChanged 16
		SP:Iteration 27Q (14159.560000 sec): 3 clusters
  Score: Raw -854605.083059 + Penalty 2912.402279 = -851692.680780
  nChanged 14
		SP:Iteration 28Q (14159.580000 sec): 3 clusters
  Score: Raw -854612.014839 + Penalty 2912.402279 = -851699.612560
  nChanged 13
		SP:Iteration 29Q (14159.590000 sec): 3 clusters
  Score: Raw -854617.523010 + Penalty 2912.402279 = -851705.120731
  nChanged 13
		SP:Iteration 30Q (14159.610000 sec): 3 clusters
  Score: Raw -854623.171120 + Penalty 2912.402279 = -851710.768841
  nChanged 10
		SP:Iteration 31Q (14159.630000 sec): 3 clusters
  Score: Raw -854628.397390 + Penalty 2912.402279 = -851715.995111
  nChanged 9
		SP:Iteration 32Q (14159.650000 sec): 3 clusters
  Score: Raw -854634.214789 + Penalty 2912.402279 = -851721.812510
  nChanged 10
		SP:Iteration 33Q (14159.670000 sec): 3 clusters
  Score: Raw -854639.659269 + Penalty 2912.402279 = -851727.256990
  nChanged 10
		SP:Iteration 34Q (14159.690000 sec): 3 clusters
  Score: Raw -854643.868268 + Penalty 2912.402279 = -851731.465989
  nChanged 11
		SP:Iteration 35Q (14159.710000 sec): 3 clusters
  Score: Raw -854650.471075 + Penalty 2912.402279 = -851738.068796
  nChanged 10
		SP:Iteration 36Q (14159.720000 sec): 3 clusters
  Score: Raw -854657.315277 + Penalty 2912.402279 = -851744.912998
  nChanged 10
		SP:Iteration 37Q (14159.740000 sec): 3 clusters
  Score: Raw -854663.730572 + Penalty 2912.402279 = -851751.328293
  nChanged 9
		SP:Iteration 38Q (14159.760000 sec): 3 clusters
  Score: Raw -854667.977122 + Penalty 2912.402279 = -851755.574843
  nChanged 5
		SP:Iteration 39Q (14159.770000 sec): 3 clusters
  Score: Raw -854670.213708 + Penalty 2912.402279 = -851757.811429
  nChanged 7
		SP:Iteration 40F (14159.790000 sec): 3 clusters
  Score: Raw -854673.311827 + Penalty 2912.402279 = -851760.909548
  nChanged 5
		SP:Iteration 41Q (14159.810000 sec): 3 clusters
  Score: Raw -854676.003844 + Penalty 2912.402279 = -851763.601565
  nChanged 2
		SP:Iteration 42Q (14159.830000 sec): 3 clusters
  Score: Raw -854676.628877 + Penalty 2912.402279 = -851764.226598
  nChanged 1
		SP:Iteration 43Q (14159.850000 sec): 3 clusters
  Score: Raw -854676.805124 + Penalty 2912.402279 = -851764.402845
  nChanged 0
		SP:Iteration 44F (14159.870000 sec): 3 clusters
  Score: Raw -854676.805124 + Penalty 2912.402279 = -851764.402845
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14159.870000 sec): 2 clusters
  Score: Raw -105585.434803 + Penalty 1120.054267 = -104465.380536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14159.880000 sec): 3 clusters
  Score: Raw -105291.588930 + Penalty 2240.108533 = -103051.480396
  nChanged 291
		SP:Iteration 1F (14159.880000 sec): 3 clusters
  Score: Raw -105619.271190 + Penalty 2240.108533 = -103379.162656
  nChanged 89
		SP:Iteration 2F (14159.880000 sec): 3 clusters
  Score: Raw -105769.566857 + Penalty 2240.108533 = -103529.458324
  nChanged 57
		SP:Iteration 3F (14159.890000 sec): 3 clusters
  Score: Raw -105865.778939 + Penalty 2240.108533 = -103625.670406
  nChanged 47
		SP:Iteration 4Q (14159.890000 sec): 3 clusters
  Score: Raw -105932.985392 + Penalty 2240.108533 = -103692.876859
  nChanged 29
		SP:Iteration 5Q (14159.890000 sec): 3 clusters
  Score: Raw -105976.628846 + Penalty 2240.108533 = -103736.520313
  nChanged 18
		SP:Iteration 6Q (14159.890000 sec): 3 clusters
  Score: Raw -106005.394377 + Penalty 2240.108533 = -103765.285844
  nChanged 20
		SP:Iteration 7Q (14159.890000 sec): 3 clusters
  Score: Raw -106040.458997 + Penalty 2240.108533 = -103800.350464
  nChanged 19
		SP:Iteration 8Q (14159.900000 sec): 3 clusters
  Score: Raw -106079.507131 + Penalty 2240.108533 = -103839.398597
  nChanged 20
		SP:Iteration 9Q (14159.900000 sec): 3 clusters
  Score: Raw -106110.790218 + Penalty 2240.108533 = -103870.681684
  nChanged 22
		SP:Iteration 10Q (14159.900000 sec): 3 clusters
  Score: Raw -106136.995818 + Penalty 2240.108533 = -103896.887285
  nChanged 10
		SP:Iteration 11Q (14159.910000 sec): 3 clusters
  Score: Raw -106156.516723 + Penalty 2240.108533 = -103916.408189
  nChanged 10
		SP:Iteration 12Q (14159.910000 sec): 3 clusters
  Score: Raw -106169.472490 + Penalty 2240.108533 = -103929.363956
  nChanged 7
		SP:Iteration 13Q (14159.910000 sec): 3 clusters
  Score: Raw -106177.978184 + Penalty 2240.108533 = -103937.869650
  nChanged 2
		SP:Iteration 14Q (14159.910000 sec): 3 clusters
  Score: Raw -106179.024510 + Penalty 2240.108533 = -103938.915977
  nChanged 0
		SP:Iteration 15F (14159.910000 sec): 3 clusters
  Score: Raw -106179.024510 + Penalty 2240.108533 = -103938.915977
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (30965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14160.010000 sec): 2 clusters
  Score: Raw -3641450.562665 + Penalty 1680.349582 = -3639770.213083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14160.090000 sec): 3 clusters
  Score: Raw -3622384.047733 + Penalty 3360.699164 = -3619023.348569
  nChanged 14405
		SP:Iteration 1F (14160.170000 sec): 3 clusters
  Score: Raw -3630310.753914 + Penalty 3360.699164 = -3626950.054750
  nChanged 1370
		SP:Iteration 2Q (14160.250000 sec): 3 clusters
  Score: Raw -3630741.262899 + Penalty 3360.699164 = -3627380.563735
  nChanged 1262
		SP:Iteration 3Q (14160.340000 sec): 3 clusters
  Score: Raw -3631120.281489 + Penalty 3360.699164 = -3627759.582324
  nChanged 1213
		SP:Iteration 4Q (14160.420000 sec): 3 clusters
  Score: Raw -3631512.698582 + Penalty 3360.699164 = -3628151.999418
  nChanged 1190
		SP:Iteration 5Q (14160.500000 sec): 3 clusters
  Score: Raw -3631917.508968 + Penalty 3360.699164 = -3628556.809803
  nChanged 1185
		SP:Iteration 6Q (14160.590000 sec): 3 clusters
  Score: Raw -3632360.228473 + Penalty 3360.699164 = -3628999.529309
  nChanged 1212
		SP:Iteration 7Q (14160.670000 sec): 3 clusters
  Score: Raw -3632859.708634 + Penalty 3360.699164 = -3629499.009469
  nChanged 1264
		SP:Iteration 8Q (14160.750000 sec): 3 clusters
  Score: Raw -3633454.496362 + Penalty 3360.699164 = -3630093.797198
  nChanged 1341
		SP:Iteration 9Q (14160.830000 sec): 3 clusters
  Score: Raw -3634195.902513 + Penalty 3360.699164 = -3630835.203349
  nChanged 1428
		SP:Iteration 10Q (14160.910000 sec): 3 clusters
  Score: Raw -3635041.543288 + Penalty 3360.699164 = -3631680.844123
  nChanged 1427
		SP:Iteration 11Q (14161.000000 sec): 3 clusters
  Score: Raw -3635927.869942 + Penalty 3360.699164 = -3632567.170777
  nChanged 1304
		SP:Iteration 12Q (14161.080000 sec): 3 clusters
  Score: Raw -3636660.191938 + Penalty 3360.699164 = -3633299.492773
  nChanged 1112
		SP:Iteration 13Q (14161.160000 sec): 3 clusters
  Score: Raw -3637196.440716 + Penalty 3360.699164 = -3633835.741552
  nChanged 944
		SP:Iteration 14Q (14161.230000 sec): 3 clusters
  Score: Raw -3637579.949405 + Penalty 3360.699164 = -3634219.250241
  nChanged 731
		SP:Iteration 15Q (14161.310000 sec): 3 clusters
  Score: Raw -3637863.811513 + Penalty 3360.699164 = -3634503.112348
  nChanged 642
		SP:Iteration 16Q (14161.390000 sec): 3 clusters
  Score: Raw -3638090.258665 + Penalty 3360.699164 = -3634729.559501
  nChanged 515
		SP:Iteration 17Q (14161.460000 sec): 3 clusters
  Score: Raw -3638261.372112 + Penalty 3360.699164 = -3634900.672948
  nChanged 486
		SP:Iteration 18Q (14161.540000 sec): 3 clusters
  Score: Raw -3638417.111526 + Penalty 3360.699164 = -3635056.412362
  nChanged 492
		SP:Iteration 19Q (14161.610000 sec): 3 clusters
  Score: Raw -3638581.242485 + Penalty 3360.699164 = -3635220.543320
  nChanged 470
		SP:Iteration 20F (14161.690000 sec): 3 clusters
  Score: Raw -3638750.456707 + Penalty 3360.699164 = -3635389.757543
  nChanged 481
		SP:Iteration 21Q (14161.770000 sec): 3 clusters
  Score: Raw -3638932.103003 + Penalty 3360.699164 = -3635571.403839
  nChanged 471
		SP:Iteration 22Q (14161.840000 sec): 3 clusters
  Score: Raw -3639113.015320 + Penalty 3360.699164 = -3635752.316156
  nChanged 465
		SP:Iteration 23Q (14161.910000 sec): 3 clusters
  Score: Raw -3639295.229957 + Penalty 3360.699164 = -3635934.530793
  nChanged 446
		SP:Iteration 24Q (14161.990000 sec): 3 clusters
  Score: Raw -3639472.917214 + Penalty 3360.699164 = -3636112.218049
  nChanged 472
		SP:Iteration 25Q (14162.060000 sec): 3 clusters
  Score: Raw -3639661.915246 + Penalty 3360.699164 = -3636301.216082
  nChanged 421
		SP:Iteration 26Q (14162.130000 sec): 3 clusters
  Score: Raw -3639832.804309 + Penalty 3360.699164 = -3636472.105145
  nChanged 397
		SP:Iteration 27Q (14162.190000 sec): 3 clusters
  Score: Raw -3640010.653219 + Penalty 3360.699164 = -3636649.954055
  nChanged 393
		SP:Iteration 28Q (14162.270000 sec): 3 clusters
  Score: Raw -3640202.538532 + Penalty 3360.699164 = -3636841.839368
  nChanged 369
		SP:Iteration 29Q (14162.330000 sec): 3 clusters
  Score: Raw -3640390.880497 + Penalty 3360.699164 = -3637030.181333
  nChanged 361
		SP:Iteration 30Q (14162.400000 sec): 3 clusters
  Score: Raw -3640568.923387 + Penalty 3360.699164 = -3637208.224222
  nChanged 302
		SP:Iteration 31Q (14162.460000 sec): 3 clusters
  Score: Raw -3640717.211349 + Penalty 3360.699164 = -3637356.512184
  nChanged 289
		SP:Iteration 32Q (14162.530000 sec): 3 clusters
  Score: Raw -3640868.291313 + Penalty 3360.699164 = -3637507.592149
  nChanged 274
		SP:Iteration 33Q (14162.590000 sec): 3 clusters
  Score: Raw -3641004.267860 + Penalty 3360.699164 = -3637643.568695
  nChanged 217
		SP:Iteration 34Q (14162.650000 sec): 3 clusters
  Score: Raw -3641112.148020 + Penalty 3360.699164 = -3637751.448856
  nChanged 189
		SP:Iteration 35Q (14162.710000 sec): 3 clusters
  Score: Raw -3641211.370509 + Penalty 3360.699164 = -3637850.671344
  nChanged 152
		SP:Iteration 36Q (14162.770000 sec): 3 clusters
  Score: Raw -3641297.023273 + Penalty 3360.699164 = -3637936.324109
  nChanged 143
		SP:Iteration 37Q (14162.840000 sec): 3 clusters
  Score: Raw -3641368.978718 + Penalty 3360.699164 = -3638008.279554
  nChanged 130
		SP:Iteration 38Q (14162.900000 sec): 3 clusters
  Score: Raw -3641431.594110 + Penalty 3360.699164 = -3638070.894946
  nChanged 90
		SP:Iteration 39Q (14162.960000 sec): 3 clusters
  Score: Raw -3641476.517222 + Penalty 3360.699164 = -3638115.818057
  nChanged 71
		SP:Iteration 40F (14163.040000 sec): 3 clusters
  Score: Raw -3641513.246981 + Penalty 3360.699164 = -3638152.547817
  nChanged 74
		SP:Iteration 41Q (14163.100000 sec): 3 clusters
  Score: Raw -3641550.855331 + Penalty 3360.699164 = -3638190.156167
  nChanged 59
		SP:Iteration 42Q (14163.160000 sec): 3 clusters
  Score: Raw -3641575.994275 + Penalty 3360.699164 = -3638215.295110
  nChanged 43
		SP:Iteration 43Q (14163.220000 sec): 3 clusters
  Score: Raw -3641594.600604 + Penalty 3360.699164 = -3638233.901439
  nChanged 39
		SP:Iteration 44Q (14163.280000 sec): 3 clusters
  Score: Raw -3641612.506530 + Penalty 3360.699164 = -3638251.807366
  nChanged 32
		SP:Iteration 45Q (14163.340000 sec): 3 clusters
  Score: Raw -3641626.999459 + Penalty 3360.699164 = -3638266.300294
  nChanged 31
		SP:Iteration 46Q (14163.410000 sec): 3 clusters
  Score: Raw -3641640.841749 + Penalty 3360.699164 = -3638280.142585
  nChanged 30
		SP:Iteration 47Q (14163.470000 sec): 3 clusters
  Score: Raw -3641656.286446 + Penalty 3360.699164 = -3638295.587281
  nChanged 28
		SP:Iteration 48Q (14163.530000 sec): 3 clusters
  Score: Raw -3641673.984186 + Penalty 3360.699164 = -3638313.285021
  nChanged 23
		SP:Iteration 49Q (14163.580000 sec): 3 clusters
  Score: Raw -3641685.557739 + Penalty 3360.699164 = -3638324.858574
  nChanged 18
		SP:Iteration 50Q (14163.640000 sec): 3 clusters
  Score: Raw -3641697.450162 + Penalty 3360.699164 = -3638336.750998
  nChanged 15
		SP:Iteration 51Q (14163.700000 sec): 3 clusters
  Score: Raw -3641708.215829 + Penalty 3360.699164 = -3638347.516665
  nChanged 15
		SP:Iteration 52Q (14163.760000 sec): 3 clusters
  Score: Raw -3641718.776945 + Penalty 3360.699164 = -3638358.077780
  nChanged 15
		SP:Iteration 53Q (14163.820000 sec): 3 clusters
  Score: Raw -3641729.957042 + Penalty 3360.699164 = -3638369.257878
  nChanged 9
		SP:Iteration 54Q (14163.880000 sec): 3 clusters
  Score: Raw -3641734.836964 + Penalty 3360.699164 = -3638374.137800
  nChanged 7
		SP:Iteration 55Q (14163.940000 sec): 3 clusters
  Score: Raw -3641737.969505 + Penalty 3360.699164 = -3638377.270340
  nChanged 8
		SP:Iteration 56Q (14163.990000 sec): 3 clusters
  Score: Raw -3641743.441282 + Penalty 3360.699164 = -3638382.742118
  nChanged 9
		SP:Iteration 57Q (14164.050000 sec): 3 clusters
  Score: Raw -3641750.339373 + Penalty 3360.699164 = -3638389.640209
  nChanged 11
		SP:Iteration 58Q (14164.110000 sec): 3 clusters
  Score: Raw -3641756.863273 + Penalty 3360.699164 = -3638396.164109
  nChanged 6
		SP:Iteration 59Q (14164.170000 sec): 3 clusters
  Score: Raw -3641760.382933 + Penalty 3360.699164 = -3638399.683768
  nChanged 8
		SP:Iteration 60F (14164.250000 sec): 3 clusters
  Score: Raw -3641763.690792 + Penalty 3360.699164 = -3638402.991627
  nChanged 6
		SP:Iteration 61Q (14164.310000 sec): 3 clusters
  Score: Raw -3641767.712740 + Penalty 3360.699164 = -3638407.013575
  nChanged 7
		SP:Iteration 62Q (14164.370000 sec): 3 clusters
  Score: Raw -3641772.401018 + Penalty 3360.699164 = -3638411.701854
  nChanged 11
		SP:Iteration 63Q (14164.430000 sec): 3 clusters
  Score: Raw -3641776.901259 + Penalty 3360.699164 = -3638416.202094
  nChanged 4
		SP:Iteration 64Q (14164.480000 sec): 3 clusters
  Score: Raw -3641779.262727 + Penalty 3360.699164 = -3638418.563563
  nChanged 1
		SP:Iteration 65Q (14164.540000 sec): 3 clusters
  Score: Raw -3641779.780519 + Penalty 3360.699164 = -3638419.081354
  nChanged 0
		SP:Iteration 66F (14164.630000 sec): 3 clusters
  Score: Raw -3641779.780519 + Penalty 3360.699164 = -3638419.081354
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14164.680000 sec): 2 clusters
  Score: Raw -1551934.779034 + Penalty 1546.048047 = -1550388.730987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14164.710000 sec): 3 clusters
  Score: Raw -1544041.691181 + Penalty 3092.096094 = -1540949.595088
  nChanged 5875
		SP:Iteration 1F (14164.740000 sec): 3 clusters
  Score: Raw -1547244.459082 + Penalty 3092.096094 = -1544152.362988
  nChanged 784
		SP:Iteration 2F (14164.780000 sec): 3 clusters
  Score: Raw -1547541.108124 + Penalty 3092.096094 = -1544449.012030
  nChanged 628
		SP:Iteration 3Q (14164.810000 sec): 3 clusters
  Score: Raw -1547784.888928 + Penalty 3092.096094 = -1544692.792834
  nChanged 590
		SP:Iteration 4Q (14164.850000 sec): 3 clusters
  Score: Raw -1548023.608485 + Penalty 3092.096094 = -1544931.512392
  nChanged 560
		SP:Iteration 5Q (14164.880000 sec): 3 clusters
  Score: Raw -1548290.714837 + Penalty 3092.096094 = -1545198.618743
  nChanged 610
		SP:Iteration 6Q (14164.920000 sec): 3 clusters
  Score: Raw -1548662.494160 + Penalty 3092.096094 = -1545570.398066
  nChanged 676
		SP:Iteration 7Q (14164.950000 sec): 3 clusters
  Score: Raw -1549164.189357 + Penalty 3092.096094 = -1546072.093263
  nChanged 731
		SP:Iteration 8F (14164.980000 sec): 3 clusters
  Score: Raw -1549818.215621 + Penalty 3092.096094 = -1546726.119527
  nChanged 754
		SP:Iteration 9F (14165.020000 sec): 3 clusters
  Score: Raw -1550483.355699 + Penalty 3092.096094 = -1547391.259605
  nChanged 666
		SP:Iteration 10Q (14165.050000 sec): 3 clusters
  Score: Raw -1550988.800783 + Penalty 3092.096094 = -1547896.704690
  nChanged 558
		SP:Iteration 11Q (14165.080000 sec): 3 clusters
  Score: Raw -1551351.981379 + Penalty 3092.096094 = -1548259.885286
  nChanged 413
		SP:Iteration 12Q (14165.120000 sec): 3 clusters
  Score: Raw -1551576.246660 + Penalty 3092.096094 = -1548484.150567
  nChanged 324
		SP:Iteration 13Q (14165.150000 sec): 3 clusters
  Score: Raw -1551733.557659 + Penalty 3092.096094 = -1548641.461565
  nChanged 252
		SP:Iteration 14Q (14165.180000 sec): 3 clusters
  Score: Raw -1551847.449625 + Penalty 3092.096094 = -1548755.353531
  nChanged 193
		SP:Iteration 15Q (14165.210000 sec): 3 clusters
  Score: Raw -1551926.336912 + Penalty 3092.096094 = -1548834.240819
  nChanged 146
		SP:Iteration 16Q (14165.240000 sec): 3 clusters
  Score: Raw -1551970.140227 + Penalty 3092.096094 = -1548878.044133
  nChanged 97
		SP:Iteration 17Q (14165.270000 sec): 3 clusters
  Score: Raw -1551994.372741 + Penalty 3092.096094 = -1548902.276647
  nChanged 87
		SP:Iteration 18Q (14165.300000 sec): 3 clusters
  Score: Raw -1552013.317880 + Penalty 3092.096094 = -1548921.221786
  nChanged 77
		SP:Iteration 19Q (14165.330000 sec): 3 clusters
  Score: Raw -1552027.664615 + Penalty 3092.096094 = -1548935.568521
  nChanged 46
		SP:Iteration 20F (14165.360000 sec): 3 clusters
  Score: Raw -1552036.516451 + Penalty 3092.096094 = -1548944.420357
  nChanged 51
		SP:Iteration 21Q (14165.390000 sec): 3 clusters
  Score: Raw -1552046.148272 + Penalty 3092.096094 = -1548954.052178
  nChanged 42
		SP:Iteration 22Q (14165.420000 sec): 3 clusters
  Score: Raw -1552054.149017 + Penalty 3092.096094 = -1548962.052924
  nChanged 43
		SP:Iteration 23Q (14165.450000 sec): 3 clusters
  Score: Raw -1552061.697353 + Penalty 3092.096094 = -1548969.601259
  nChanged 33
		SP:Iteration 24Q (14165.480000 sec): 3 clusters
  Score: Raw -1552067.544267 + Penalty 3092.096094 = -1548975.448174
  nChanged 32
		SP:Iteration 25Q (14165.500000 sec): 3 clusters
  Score: Raw -1552073.015390 + Penalty 3092.096094 = -1548980.919296
  nChanged 37
		SP:Iteration 26Q (14165.540000 sec): 3 clusters
  Score: Raw -1552077.934299 + Penalty 3092.096094 = -1548985.838206
  nChanged 26
		SP:Iteration 27Q (14165.560000 sec): 3 clusters
  Score: Raw -1552081.927914 + Penalty 3092.096094 = -1548989.831821
  nChanged 25
		SP:Iteration 28Q (14165.590000 sec): 3 clusters
  Score: Raw -1552085.776011 + Penalty 3092.096094 = -1548993.679917
  nChanged 16
		SP:Iteration 29Q (14165.620000 sec): 3 clusters
  Score: Raw -1552088.102242 + Penalty 3092.096094 = -1548996.006148
  nChanged 19
		SP:Iteration 30Q (14165.650000 sec): 3 clusters
  Score: Raw -1552090.617938 + Penalty 3092.096094 = -1548998.521845
  nChanged 16
		SP:Iteration 31Q (14165.680000 sec): 3 clusters
  Score: Raw -1552092.472786 + Penalty 3092.096094 = -1549000.376692
  nChanged 14
		SP:Iteration 32Q (14165.710000 sec): 3 clusters
  Score: Raw -1552093.736382 + Penalty 3092.096094 = -1549001.640288
  nChanged 9
		SP:Iteration 33Q (14165.740000 sec): 3 clusters
  Score: Raw -1552095.338355 + Penalty 3092.096094 = -1549003.242262
  nChanged 14
		SP:Iteration 34Q (14165.770000 sec): 3 clusters
  Score: Raw -1552096.800437 + Penalty 3092.096094 = -1549004.704343
  nChanged 15
		SP:Iteration 35Q (14165.800000 sec): 3 clusters
  Score: Raw -1552098.123554 + Penalty 3092.096094 = -1549006.027460
  nChanged 6
		SP:Iteration 36Q (14165.820000 sec): 3 clusters
  Score: Raw -1552098.768035 + Penalty 3092.096094 = -1549006.671942
  nChanged 7
		SP:Iteration 37Q (14165.860000 sec): 3 clusters
  Score: Raw -1552099.762137 + Penalty 3092.096094 = -1549007.666043
  nChanged 6
		SP:Iteration 38Q (14165.880000 sec): 3 clusters
  Score: Raw -1552100.327433 + Penalty 3092.096094 = -1549008.231339
  nChanged 4
		SP:Iteration 39Q (14165.910000 sec): 3 clusters
  Score: Raw -1552100.558495 + Penalty 3092.096094 = -1549008.462401
  nChanged 3
		SP:Iteration 40F (14165.950000 sec): 3 clusters
  Score: Raw -1552100.798640 + Penalty 3092.096094 = -1549008.702547
  nChanged 5
		SP:Iteration 41Q (14165.980000 sec): 3 clusters
  Score: Raw -1552101.228232 + Penalty 3092.096094 = -1549009.132139
  nChanged 5
		SP:Iteration 42Q (14166.000000 sec): 3 clusters
  Score: Raw -1552101.852347 + Penalty 3092.096094 = -1549009.756254
  nChanged 6
		SP:Iteration 43Q (14166.040000 sec): 3 clusters
  Score: Raw -1552102.217671 + Penalty 3092.096094 = -1549010.121578
  nChanged 2
		SP:Iteration 44Q (14166.060000 sec): 3 clusters
  Score: Raw -1552102.340063 + Penalty 3092.096094 = -1549010.243970
  nChanged 2
		SP:Iteration 45Q (14166.090000 sec): 3 clusters
  Score: Raw -1552102.655039 + Penalty 3092.096094 = -1549010.558945
  nChanged 0
		SP:Iteration 46F (14166.130000 sec): 3 clusters
  Score: Raw -1552102.655039 + Penalty 3092.096094 = -1549010.558945
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14166.160000 sec): 2 clusters
  Score: Raw -1304661.578113 + Penalty 1516.583812 = -1303144.994302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14166.190000 sec): 3 clusters
  Score: Raw -1298156.326070 + Penalty 3033.167623 = -1295123.158447
  nChanged 4971
		SP:Iteration 1F (14166.220000 sec): 3 clusters
  Score: Raw -1300906.874714 + Penalty 3033.167623 = -1297873.707090
  nChanged 694
		SP:Iteration 2F (14166.250000 sec): 3 clusters
  Score: Raw -1301240.714019 + Penalty 3033.167623 = -1298207.546395
  nChanged 619
		SP:Iteration 3F (14166.280000 sec): 3 clusters
  Score: Raw -1301550.974341 + Penalty 3033.167623 = -1298517.806718
  nChanged 654
		SP:Iteration 4F (14166.300000 sec): 3 clusters
  Score: Raw -1301935.478688 + Penalty 3033.167623 = -1298902.311065
  nChanged 717
		SP:Iteration 5F (14166.330000 sec): 3 clusters
  Score: Raw -1302447.093061 + Penalty 3033.167623 = -1299413.925437
  nChanged 793
		SP:Iteration 6F (14166.360000 sec): 3 clusters
  Score: Raw -1303077.167710 + Penalty 3033.167623 = -1300044.000087
  nChanged 769
		SP:Iteration 7F (14166.390000 sec): 3 clusters
  Score: Raw -1303709.039338 + Penalty 3033.167623 = -1300675.871714
  nChanged 619
		SP:Iteration 8F (14166.420000 sec): 3 clusters
  Score: Raw -1304151.893519 + Penalty 3033.167623 = -1301118.725895
  nChanged 414
		SP:Iteration 9Q (14166.450000 sec): 3 clusters
  Score: Raw -1304410.586784 + Penalty 3033.167623 = -1301377.419161
  nChanged 274
		SP:Iteration 10Q (14166.480000 sec): 3 clusters
  Score: Raw -1304575.161411 + Penalty 3033.167623 = -1301541.993788
  nChanged 195
		SP:Iteration 11Q (14166.500000 sec): 3 clusters
  Score: Raw -1304684.594481 + Penalty 3033.167623 = -1301651.426858
  nChanged 158
		SP:Iteration 12Q (14166.540000 sec): 3 clusters
  Score: Raw -1304763.896512 + Penalty 3033.167623 = -1301730.728888
  nChanged 119
		SP:Iteration 13Q (14166.560000 sec): 3 clusters
  Score: Raw -1304828.473556 + Penalty 3033.167623 = -1301795.305932
  nChanged 88
		SP:Iteration 14Q (14166.590000 sec): 3 clusters
  Score: Raw -1304872.619857 + Penalty 3033.167623 = -1301839.452234
  nChanged 68
		SP:Iteration 15Q (14166.620000 sec): 3 clusters
  Score: Raw -1304902.689828 + Penalty 3033.167623 = -1301869.522204
  nChanged 55
		SP:Iteration 16Q (14166.650000 sec): 3 clusters
  Score: Raw -1304927.003902 + Penalty 3033.167623 = -1301893.836279
  nChanged 36
		SP:Iteration 17Q (14166.680000 sec): 3 clusters
  Score: Raw -1304942.643375 + Penalty 3033.167623 = -1301909.475752
  nChanged 29
		SP:Iteration 18Q (14166.700000 sec): 3 clusters
  Score: Raw -1304960.420900 + Penalty 3033.167623 = -1301927.253277
  nChanged 32
		SP:Iteration 19Q (14166.730000 sec): 3 clusters
  Score: Raw -1304980.411634 + Penalty 3033.167623 = -1301947.244010
  nChanged 27
		SP:Iteration 20F (14166.760000 sec): 3 clusters
  Score: Raw -1304994.074577 + Penalty 3033.167623 = -1301960.906953
  nChanged 18
		SP:Iteration 21Q (14166.790000 sec): 3 clusters
  Score: Raw -1305001.684160 + Penalty 3033.167623 = -1301968.516536
  nChanged 18
		SP:Iteration 22Q (14166.820000 sec): 3 clusters
  Score: Raw -1305010.207726 + Penalty 3033.167623 = -1301977.040103
  nChanged 15
		SP:Iteration 23Q (14166.840000 sec): 3 clusters
  Score: Raw -1305016.976052 + Penalty 3033.167623 = -1301983.808428
  nChanged 5
		SP:Iteration 24Q (14166.870000 sec): 3 clusters
  Score: Raw -1305018.745933 + Penalty 3033.167623 = -1301985.578309
  nChanged 4
		SP:Iteration 25Q (14166.900000 sec): 3 clusters
  Score: Raw -1305020.595907 + Penalty 3033.167623 = -1301987.428283
  nChanged 7
		SP:Iteration 26Q (14166.920000 sec): 3 clusters
  Score: Raw -1305024.033731 + Penalty 3033.167623 = -1301990.866108
  nChanged 10
		SP:Iteration 27Q (14166.950000 sec): 3 clusters
  Score: Raw -1305031.236244 + Penalty 3033.167623 = -1301998.068620
  nChanged 15
		SP:Iteration 28Q (14166.980000 sec): 3 clusters
  Score: Raw -1305038.750228 + Penalty 3033.167623 = -1302005.582604
  nChanged 12
		SP:Iteration 29Q (14167.000000 sec): 3 clusters
  Score: Raw -1305046.031346 + Penalty 3033.167623 = -1302012.863723
  nChanged 7
		SP:Iteration 30Q (14167.030000 sec): 3 clusters
  Score: Raw -1305049.550291 + Penalty 3033.167623 = -1302016.382668
  nChanged 6
		SP:Iteration 31Q (14167.050000 sec): 3 clusters
  Score: Raw -1305052.635415 + Penalty 3033.167623 = -1302019.467791
  nChanged 5
		SP:Iteration 32Q (14167.080000 sec): 3 clusters
  Score: Raw -1305055.370147 + Penalty 3033.167623 = -1302022.202523
  nChanged 6
		SP:Iteration 33Q (14167.100000 sec): 3 clusters
  Score: Raw -1305058.499021 + Penalty 3033.167623 = -1302025.331397
  nChanged 8
		SP:Iteration 34Q (14167.130000 sec): 3 clusters
  Score: Raw -1305063.576999 + Penalty 3033.167623 = -1302030.409376
  nChanged 7
		SP:Iteration 35Q (14167.160000 sec): 3 clusters
  Score: Raw -1305066.276001 + Penalty 3033.167623 = -1302033.108378
  nChanged 4
		SP:Iteration 36Q (14167.180000 sec): 3 clusters
  Score: Raw -1305068.528254 + Penalty 3033.167623 = -1302035.360631
  nChanged 3
		SP:Iteration 37Q (14167.210000 sec): 3 clusters
  Score: Raw -1305070.120181 + Penalty 3033.167623 = -1302036.952558
  nChanged 1
		SP:Iteration 38Q (14167.240000 sec): 3 clusters
  Score: Raw -1305070.756606 + Penalty 3033.167623 = -1302037.588983
  nChanged 1
		SP:Iteration 39Q (14167.260000 sec): 3 clusters
  Score: Raw -1305071.116472 + Penalty 3033.167623 = -1302037.948849
  nChanged 0
		SP:Iteration 40F (14167.290000 sec): 3 clusters
  Score: Raw -1305071.116472 + Penalty 3033.167623 = -1302037.948849
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14167.310000 sec): 2 clusters
  Score: Raw -617617.134597 + Penalty 1400.474513 = -616216.660084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14167.330000 sec): 3 clusters
  Score: Raw -614745.211148 + Penalty 2800.949025 = -611944.262123
  nChanged 2234
		SP:Iteration 1F (14167.340000 sec): 3 clusters
  Score: Raw -616077.401015 + Penalty 2800.949025 = -613276.451990
  nChanged 406
		SP:Iteration 2F (14167.360000 sec): 3 clusters
  Score: Raw -616316.845212 + Penalty 2800.949025 = -613515.896187
  nChanged 319
		SP:Iteration 3F (14167.370000 sec): 3 clusters
  Score: Raw -616508.906365 + Penalty 2800.949025 = -613707.957340
  nChanged 261
		SP:Iteration 4Q (14167.380000 sec): 3 clusters
  Score: Raw -616690.302359 + Penalty 2800.949025 = -613889.353333
  nChanged 233
		SP:Iteration 5Q (14167.400000 sec): 3 clusters
  Score: Raw -616843.336904 + Penalty 2800.949025 = -614042.387879
  nChanged 244
		SP:Iteration 6Q (14167.410000 sec): 3 clusters
  Score: Raw -616996.176853 + Penalty 2800.949025 = -614195.227828
  nChanged 204
		SP:Iteration 7Q (14167.430000 sec): 3 clusters
  Score: Raw -617129.529556 + Penalty 2800.949025 = -614328.580531
  nChanged 195
		SP:Iteration 8Q (14167.440000 sec): 3 clusters
  Score: Raw -617260.562613 + Penalty 2800.949025 = -614459.613588
  nChanged 197
		SP:Iteration 9Q (14167.450000 sec): 3 clusters
  Score: Raw -617404.263191 + Penalty 2800.949025 = -614603.314166
  nChanged 212
		SP:Iteration 10Q (14167.470000 sec): 3 clusters
  Score: Raw -617545.186945 + Penalty 2800.949025 = -614744.237920
  nChanged 178
		SP:Iteration 11Q (14167.480000 sec): 3 clusters
  Score: Raw -617656.211807 + Penalty 2800.949025 = -614855.262782
  nChanged 146
		SP:Iteration 12Q (14167.500000 sec): 3 clusters
  Score: Raw -617736.852842 + Penalty 2800.949025 = -614935.903817
  nChanged 138
		SP:Iteration 13Q (14167.510000 sec): 3 clusters
  Score: Raw -617810.282878 + Penalty 2800.949025 = -615009.333853
  nChanged 100
		SP:Iteration 14Q (14167.520000 sec): 3 clusters
  Score: Raw -617855.922937 + Penalty 2800.949025 = -615054.973912
  nChanged 73
		SP:Iteration 15Q (14167.540000 sec): 3 clusters
  Score: Raw -617880.812935 + Penalty 2800.949025 = -615079.863910
  nChanged 46
		SP:Iteration 16Q (14167.550000 sec): 3 clusters
  Score: Raw -617891.313574 + Penalty 2800.949025 = -615090.364549
  nChanged 35
		SP:Iteration 17Q (14167.560000 sec): 3 clusters
  Score: Raw -617901.412625 + Penalty 2800.949025 = -615100.463600
  nChanged 28
		SP:Iteration 18Q (14167.570000 sec): 3 clusters
  Score: Raw -617909.449789 + Penalty 2800.949025 = -615108.500763
  nChanged 31
		SP:Iteration 19Q (14167.590000 sec): 3 clusters
  Score: Raw -617915.619707 + Penalty 2800.949025 = -615114.670682
  nChanged 19
		SP:Iteration 20F (14167.600000 sec): 3 clusters
  Score: Raw -617920.590307 + Penalty 2800.949025 = -615119.641282
  nChanged 15
		SP:Iteration 21Q (14167.620000 sec): 3 clusters
  Score: Raw -617925.427214 + Penalty 2800.949025 = -615124.478189
  nChanged 16
		SP:Iteration 22Q (14167.630000 sec): 3 clusters
  Score: Raw -617929.909723 + Penalty 2800.949025 = -615128.960698
  nChanged 16
		SP:Iteration 23Q (14167.640000 sec): 3 clusters
  Score: Raw -617933.184516 + Penalty 2800.949025 = -615132.235491
  nChanged 13
		SP:Iteration 24Q (14167.650000 sec): 3 clusters
  Score: Raw -617935.029365 + Penalty 2800.949025 = -615134.080339
  nChanged 6
		SP:Iteration 25Q (14167.670000 sec): 3 clusters
  Score: Raw -617936.037730 + Penalty 2800.949025 = -615135.088705
  nChanged 11
		SP:Iteration 26Q (14167.680000 sec): 3 clusters
  Score: Raw -617938.094713 + Penalty 2800.949025 = -615137.145688
  nChanged 8
		SP:Iteration 27Q (14167.690000 sec): 3 clusters
  Score: Raw -617939.999074 + Penalty 2800.949025 = -615139.050049
  nChanged 4
		SP:Iteration 28Q (14167.700000 sec): 3 clusters
  Score: Raw -617940.491725 + Penalty 2800.949025 = -615139.542700
  nChanged 4
		SP:Iteration 29Q (14167.720000 sec): 3 clusters
  Score: Raw -617940.939715 + Penalty 2800.949025 = -615139.990689
  nChanged 3
		SP:Iteration 30Q (14167.730000 sec): 3 clusters
  Score: Raw -617941.456607 + Penalty 2800.949025 = -615140.507582
  nChanged 2
		SP:Iteration 31Q (14167.740000 sec): 3 clusters
  Score: Raw -617941.649721 + Penalty 2800.949025 = -615140.700696
  nChanged 3
		SP:Iteration 32Q (14167.760000 sec): 3 clusters
  Score: Raw -617941.961898 + Penalty 2800.949025 = -615141.012873
  nChanged 1
		SP:Iteration 33Q (14167.770000 sec): 3 clusters
  Score: Raw -617942.031918 + Penalty 2800.949025 = -615141.082892
  nChanged 2
		SP:Iteration 34Q (14167.780000 sec): 3 clusters
  Score: Raw -617942.802409 + Penalty 2800.949025 = -615141.853384
  nChanged 3
		SP:Iteration 35Q (14167.800000 sec): 3 clusters
  Score: Raw -617943.234115 + Penalty 2800.949025 = -615142.285089
  nChanged 1
		SP:Iteration 36Q (14167.810000 sec): 3 clusters
  Score: Raw -617943.522962 + Penalty 2800.949025 = -615142.573937
  nChanged 0
		SP:Iteration 37F (14167.820000 sec): 3 clusters
  Score: Raw -617943.522962 + Penalty 2800.949025 = -615142.573937
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (56121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14168.010000 sec): 2 clusters
  Score: Raw -6520507.516290 + Penalty 1776.980620 = -6518730.535670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14168.160000 sec): 3 clusters
  Score: Raw -6484664.591043 + Penalty 3553.961240 = -6481110.629803
  nChanged 26523
		SP:Iteration 1F (14168.310000 sec): 3 clusters
  Score: Raw -6499909.523411 + Penalty 3553.961240 = -6496355.562171
  nChanged 2287
		SP:Iteration 2Q (14168.470000 sec): 3 clusters
  Score: Raw -6500586.752118 + Penalty 3553.961240 = -6497032.790878
  nChanged 2295
		SP:Iteration 3Q (14168.620000 sec): 3 clusters
  Score: Raw -6501383.916100 + Penalty 3553.961240 = -6497829.954860
  nChanged 2469
		SP:Iteration 4Q (14168.780000 sec): 3 clusters
  Score: Raw -6502375.063112 + Penalty 3553.961240 = -6498821.101872
  nChanged 2732
		SP:Iteration 5Q (14168.930000 sec): 3 clusters
  Score: Raw -6503720.136561 + Penalty 3553.961240 = -6500166.175321
  nChanged 3074
		SP:Iteration 6F (14169.080000 sec): 3 clusters
  Score: Raw -6505548.070102 + Penalty 3553.961240 = -6501994.108862
  nChanged 3389
		SP:Iteration 7F (14169.230000 sec): 3 clusters
  Score: Raw -6507826.192726 + Penalty 3553.961240 = -6504272.231486
  nChanged 3440
		SP:Iteration 8F (14169.390000 sec): 3 clusters
  Score: Raw -6510315.469859 + Penalty 3553.961240 = -6506761.508619
  nChanged 3197
		SP:Iteration 9F (14169.540000 sec): 3 clusters
  Score: Raw -6512699.735455 + Penalty 3553.961240 = -6509145.774215
  nChanged 2825
		SP:Iteration 10F (14169.690000 sec): 3 clusters
  Score: Raw -6514625.891293 + Penalty 3553.961240 = -6511071.930053
  nChanged 2245
		SP:Iteration 11Q (14169.840000 sec): 3 clusters
  Score: Raw -6515995.644859 + Penalty 3553.961240 = -6512441.683619
  nChanged 1757
		SP:Iteration 12Q (14169.980000 sec): 3 clusters
  Score: Raw -6517148.558200 + Penalty 3553.961240 = -6513594.596960
  nChanged 1436
		SP:Iteration 13Q (14170.120000 sec): 3 clusters
  Score: Raw -6518261.842611 + Penalty 3553.961240 = -6514707.881372
  nChanged 1283
		SP:Iteration 14Q (14170.260000 sec): 3 clusters
  Score: Raw -6519446.976058 + Penalty 3553.961240 = -6515893.014818
  nChanged 1067
		SP:Iteration 15Q (14170.400000 sec): 3 clusters
  Score: Raw -6520232.804435 + Penalty 3553.961240 = -6516678.843195
  nChanged 797
		SP:Iteration 16Q (14170.530000 sec): 3 clusters
  Score: Raw -6520595.871562 + Penalty 3553.961240 = -6517041.910322
  nChanged 596
		SP:Iteration 17Q (14170.660000 sec): 3 clusters
  Score: Raw -6520790.113078 + Penalty 3553.961240 = -6517236.151838
  nChanged 448
		SP:Iteration 18Q (14170.790000 sec): 3 clusters
  Score: Raw -6520891.953567 + Penalty 3553.961240 = -6517337.992327
  nChanged 310
		SP:Iteration 19Q (14170.920000 sec): 3 clusters
  Score: Raw -6520946.629354 + Penalty 3553.961240 = -6517392.668114
  nChanged 211
		SP:Iteration 20F (14171.070000 sec): 3 clusters
  Score: Raw -6520975.156014 + Penalty 3553.961240 = -6517421.194775
  nChanged 150
		SP:Iteration 21Q (14171.190000 sec): 3 clusters
  Score: Raw -6520990.356551 + Penalty 3553.961240 = -6517436.395311
  nChanged 131
		SP:Iteration 22Q (14171.320000 sec): 3 clusters
  Score: Raw -6521003.142263 + Penalty 3553.961240 = -6517449.181023
  nChanged 109
		SP:Iteration 23Q (14171.440000 sec): 3 clusters
  Score: Raw -6521011.560772 + Penalty 3553.961240 = -6517457.599532
  nChanged 79
		SP:Iteration 24Q (14171.570000 sec): 3 clusters
  Score: Raw -6521017.071047 + Penalty 3553.961240 = -6517463.109807
  nChanged 80
		SP:Iteration 25Q (14171.690000 sec): 3 clusters
  Score: Raw -6521023.416270 + Penalty 3553.961240 = -6517469.455030
  nChanged 74
		SP:Iteration 26Q (14171.820000 sec): 3 clusters
  Score: Raw -6521029.961760 + Penalty 3553.961240 = -6517476.000521
  nChanged 72
		SP:Iteration 27Q (14171.940000 sec): 3 clusters
  Score: Raw -6521037.103418 + Penalty 3553.961240 = -6517483.142178
  nChanged 71
		SP:Iteration 28Q (14172.060000 sec): 3 clusters
  Score: Raw -6521043.918082 + Penalty 3553.961240 = -6517489.956842
  nChanged 76
		SP:Iteration 29Q (14172.180000 sec): 3 clusters
  Score: Raw -6521049.756181 + Penalty 3553.961240 = -6517495.794941
  nChanged 60
		SP:Iteration 30Q (14172.310000 sec): 3 clusters
  Score: Raw -6521054.105897 + Penalty 3553.961240 = -6517500.144657
  nChanged 53
		SP:Iteration 31Q (14172.430000 sec): 3 clusters
  Score: Raw -6521057.529597 + Penalty 3553.961240 = -6517503.568357
  nChanged 49
		SP:Iteration 32Q (14172.550000 sec): 3 clusters
  Score: Raw -6521060.897958 + Penalty 3553.961240 = -6517506.936718
  nChanged 48
		SP:Iteration 33Q (14172.670000 sec): 3 clusters
  Score: Raw -6521064.112046 + Penalty 3553.961240 = -6517510.150806
  nChanged 50
		SP:Iteration 34Q (14172.790000 sec): 3 clusters
  Score: Raw -6521066.975162 + Penalty 3553.961240 = -6517513.013923
  nChanged 45
		SP:Iteration 35Q (14172.910000 sec): 3 clusters
  Score: Raw -6521069.508134 + Penalty 3553.961240 = -6517515.546894
  nChanged 42
		SP:Iteration 36Q (14173.030000 sec): 3 clusters
  Score: Raw -6521071.786388 + Penalty 3553.961240 = -6517517.825148
  nChanged 41
		SP:Iteration 37Q (14173.150000 sec): 3 clusters
  Score: Raw -6521073.935060 + Penalty 3553.961240 = -6517519.973821
  nChanged 39
		SP:Iteration 38Q (14173.270000 sec): 3 clusters
  Score: Raw -6521076.094741 + Penalty 3553.961240 = -6517522.133501
  nChanged 35
		SP:Iteration 39Q (14173.390000 sec): 3 clusters
  Score: Raw -6521078.214343 + Penalty 3553.961240 = -6517524.253104
  nChanged 37
		SP:Iteration 40F (14173.540000 sec): 3 clusters
  Score: Raw -6521080.450210 + Penalty 3553.961240 = -6517526.488970
  nChanged 32
		SP:Iteration 41Q (14173.660000 sec): 3 clusters
  Score: Raw -6521083.106561 + Penalty 3553.961240 = -6517529.145321
  nChanged 34
		SP:Iteration 42Q (14173.780000 sec): 3 clusters
  Score: Raw -6521085.645348 + Penalty 3553.961240 = -6517531.684108
  nChanged 35
		SP:Iteration 43Q (14173.900000 sec): 3 clusters
  Score: Raw -6521088.014120 + Penalty 3553.961240 = -6517534.052881
  nChanged 36
		SP:Iteration 44Q (14174.020000 sec): 3 clusters
  Score: Raw -6521090.213122 + Penalty 3553.961240 = -6517536.251883
  nChanged 42
		SP:Iteration 45Q (14174.140000 sec): 3 clusters
  Score: Raw -6521093.556857 + Penalty 3553.961240 = -6517539.595617
  nChanged 51
		SP:Iteration 46Q (14174.260000 sec): 3 clusters
  Score: Raw -6521097.642364 + Penalty 3553.961240 = -6517543.681125
  nChanged 45
		SP:Iteration 47Q (14174.380000 sec): 3 clusters
  Score: Raw -6521100.793997 + Penalty 3553.961240 = -6517546.832757
  nChanged 43
		SP:Iteration 48Q (14174.500000 sec): 3 clusters
  Score: Raw -6521103.662859 + Penalty 3553.961240 = -6517549.701619
  nChanged 44
		SP:Iteration 49Q (14174.610000 sec): 3 clusters
  Score: Raw -6521106.467986 + Penalty 3553.961240 = -6517552.506746
  nChanged 43
		SP:Iteration 50Q (14174.730000 sec): 3 clusters
  Score: Raw -6521109.390706 + Penalty 3553.961240 = -6517555.429466
  nChanged 39
		SP:Iteration 51Q (14174.850000 sec): 3 clusters
  Score: Raw -6521111.958432 + Penalty 3553.961240 = -6517557.997192
  nChanged 29
		SP:Iteration 52Q (14174.970000 sec): 3 clusters
  Score: Raw -6521113.736540 + Penalty 3553.961240 = -6517559.775300
  nChanged 24
		SP:Iteration 53Q (14175.090000 sec): 3 clusters
  Score: Raw -6521114.855208 + Penalty 3553.961240 = -6517560.893968
  nChanged 15
		SP:Iteration 54Q (14175.210000 sec): 3 clusters
  Score: Raw -6521115.476569 + Penalty 3553.961240 = -6517561.515329
  nChanged 19
		SP:Iteration 55Q (14175.330000 sec): 3 clusters
  Score: Raw -6521116.244396 + Penalty 3553.961240 = -6517562.283156
  nChanged 18
		SP:Iteration 56Q (14175.460000 sec): 3 clusters
  Score: Raw -6521117.340974 + Penalty 3553.961240 = -6517563.379734
  nChanged 23
		SP:Iteration 57Q (14175.580000 sec): 3 clusters
  Score: Raw -6521118.829419 + Penalty 3553.961240 = -6517564.868179
  nChanged 19
		SP:Iteration 58Q (14175.700000 sec): 3 clusters
  Score: Raw -6521119.588149 + Penalty 3553.961240 = -6517565.626909
  nChanged 15
		SP:Iteration 59Q (14175.810000 sec): 3 clusters
  Score: Raw -6521120.289402 + Penalty 3553.961240 = -6517566.328162
  nChanged 13
		SP:Iteration 60F (14175.960000 sec): 3 clusters
  Score: Raw -6521120.824153 + Penalty 3553.961240 = -6517566.862914
  nChanged 10
		SP:Iteration 61Q (14176.080000 sec): 3 clusters
  Score: Raw -6521121.461015 + Penalty 3553.961240 = -6517567.499776
  nChanged 8
		SP:Iteration 62Q (14176.200000 sec): 3 clusters
  Score: Raw -6521121.708609 + Penalty 3553.961240 = -6517567.747370
  nChanged 7
		SP:Iteration 63Q (14176.320000 sec): 3 clusters
  Score: Raw -6521122.067373 + Penalty 3553.961240 = -6517568.106133
  nChanged 14
		SP:Iteration 64Q (14176.440000 sec): 3 clusters
  Score: Raw -6521123.057356 + Penalty 3553.961240 = -6517569.096116
  nChanged 19
		SP:Iteration 65Q (14176.560000 sec): 3 clusters
  Score: Raw -6521124.219191 + Penalty 3553.961240 = -6517570.257951
  nChanged 16
		SP:Iteration 66Q (14176.690000 sec): 3 clusters
  Score: Raw -6521124.873089 + Penalty 3553.961240 = -6517570.911850
  nChanged 7
		SP:Iteration 67Q (14176.810000 sec): 3 clusters
  Score: Raw -6521125.176767 + Penalty 3553.961240 = -6517571.215528
  nChanged 12
		SP:Iteration 68Q (14176.930000 sec): 3 clusters
  Score: Raw -6521125.716790 + Penalty 3553.961240 = -6517571.755551
  nChanged 14
		SP:Iteration 69Q (14177.050000 sec): 3 clusters
  Score: Raw -6521126.530472 + Penalty 3553.961240 = -6517572.569233
  nChanged 17
		SP:Iteration 70Q (14177.180000 sec): 3 clusters
  Score: Raw -6521127.350013 + Penalty 3553.961240 = -6517573.388773
  nChanged 21
		SP:Iteration 71Q (14177.300000 sec): 3 clusters
  Score: Raw -6521128.369703 + Penalty 3553.961240 = -6517574.408463
  nChanged 19
		SP:Iteration 72Q (14177.420000 sec): 3 clusters
  Score: Raw -6521129.495800 + Penalty 3553.961240 = -6517575.534561
  nChanged 18
		SP:Iteration 73Q (14177.540000 sec): 3 clusters
  Score: Raw -6521130.392091 + Penalty 3553.961240 = -6517576.430851
  nChanged 13
		SP:Iteration 74Q (14177.660000 sec): 3 clusters
  Score: Raw -6521130.870153 + Penalty 3553.961240 = -6517576.908913
  nChanged 8
		SP:Iteration 75Q (14177.790000 sec): 3 clusters
  Score: Raw -6521131.275086 + Penalty 3553.961240 = -6517577.313846
  nChanged 7
		SP:Iteration 76Q (14177.910000 sec): 3 clusters
  Score: Raw -6521131.634254 + Penalty 3553.961240 = -6517577.673014
  nChanged 10
		SP:Iteration 77Q (14178.030000 sec): 3 clusters
  Score: Raw -6521132.210056 + Penalty 3553.961240 = -6517578.248816
  nChanged 18
		SP:Iteration 78Q (14178.160000 sec): 3 clusters
  Score: Raw -6521133.472765 + Penalty 3553.961240 = -6517579.511525
  nChanged 17
		SP:Iteration 79Q (14178.270000 sec): 3 clusters
  Score: Raw -6521134.814934 + Penalty 3553.961240 = -6517580.853694
  nChanged 21
		SP:Iteration 80F (14178.420000 sec): 3 clusters
  Score: Raw -6521136.092963 + Penalty 3553.961240 = -6517582.131723
  nChanged 17
		SP:Iteration 81Q (14178.540000 sec): 3 clusters
  Score: Raw -6521137.176212 + Penalty 3553.961240 = -6517583.214972
  nChanged 22
		SP:Iteration 82Q (14178.660000 sec): 3 clusters
  Score: Raw -6521138.454564 + Penalty 3553.961240 = -6517584.493324
  nChanged 18
		SP:Iteration 83Q (14178.780000 sec): 3 clusters
  Score: Raw -6521139.428186 + Penalty 3553.961240 = -6517585.466947
  nChanged 16
		SP:Iteration 84Q (14178.900000 sec): 3 clusters
  Score: Raw -6521140.024093 + Penalty 3553.961240 = -6517586.062853
  nChanged 11
		SP:Iteration 85Q (14179.020000 sec): 3 clusters
  Score: Raw -6521140.511052 + Penalty 3553.961240 = -6517586.549812
  nChanged 10
		SP:Iteration 86Q (14179.140000 sec): 3 clusters
  Score: Raw -6521140.888931 + Penalty 3553.961240 = -6517586.927691
  nChanged 14
		SP:Iteration 87Q (14179.260000 sec): 3 clusters
  Score: Raw -6521141.480264 + Penalty 3553.961240 = -6517587.519024
  nChanged 11
		SP:Iteration 88Q (14179.370000 sec): 3 clusters
  Score: Raw -6521142.005457 + Penalty 3553.961240 = -6517588.044217
  nChanged 5
		SP:Iteration 89Q (14179.490000 sec): 3 clusters
  Score: Raw -6521142.280937 + Penalty 3553.961240 = -6517588.319698
  nChanged 6
		SP:Iteration 90Q (14179.610000 sec): 3 clusters
  Score: Raw -6521142.562047 + Penalty 3553.961240 = -6517588.600807
  nChanged 6
		SP:Iteration 91Q (14179.730000 sec): 3 clusters
  Score: Raw -6521142.765429 + Penalty 3553.961240 = -6517588.804189
  nChanged 5
		SP:Iteration 92Q (14179.850000 sec): 3 clusters
  Score: Raw -6521142.977288 + Penalty 3553.961240 = -6517589.016048
  nChanged 3
		SP:Iteration 93Q (14179.970000 sec): 3 clusters
  Score: Raw -6521143.055488 + Penalty 3553.961240 = -6517589.094248
  nChanged 2
		SP:Iteration 94Q (14180.090000 sec): 3 clusters
  Score: Raw -6521143.104610 + Penalty 3553.961240 = -6517589.143371
  nChanged 3
		SP:Iteration 95Q (14180.220000 sec): 3 clusters
  Score: Raw -6521143.269330 + Penalty 3553.961240 = -6517589.308090
  nChanged 4
		SP:Iteration 96Q (14180.340000 sec): 3 clusters
  Score: Raw -6521143.435147 + Penalty 3553.961240 = -6517589.473908
  nChanged 6
		SP:Iteration 97Q (14180.460000 sec): 3 clusters
  Score: Raw -6521143.663466 + Penalty 3553.961240 = -6517589.702227
  nChanged 6
		SP:Iteration 98Q (14180.570000 sec): 3 clusters
  Score: Raw -6521143.839899 + Penalty 3553.961240 = -6517589.878659
  nChanged 5
		SP:Iteration 99Q (14180.690000 sec): 3 clusters
  Score: Raw -6521143.953889 + Penalty 3553.961240 = -6517589.992649
  nChanged 2
		SP:Iteration 100F (14180.840000 sec): 3 clusters
  Score: Raw -6521144.006648 + Penalty 3553.961240 = -6517590.045408
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (105919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14181.140000 sec): 2 clusters
  Score: Raw -12132199.346111 + Penalty 1880.194864 = -12130319.151247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14181.420000 sec): 3 clusters
  Score: Raw -12063399.267161 + Penalty 3760.389727 = -12059638.877434
  nChanged 50576
		SP:Iteration 1F (14181.700000 sec): 3 clusters
  Score: Raw -12093669.471560 + Penalty 3760.389727 = -12089909.081832
  nChanged 4102
		SP:Iteration 2Q (14181.990000 sec): 3 clusters
  Score: Raw -12095050.599848 + Penalty 3760.389727 = -12091290.210121
  nChanged 4543
		SP:Iteration 3Q (14182.280000 sec): 3 clusters
  Score: Raw -12096812.439282 + Penalty 3760.389727 = -12093052.049554
  nChanged 5144
		SP:Iteration 4Q (14182.560000 sec): 3 clusters
  Score: Raw -12099021.095906 + Penalty 3760.389727 = -12095260.706179
  nChanged 5498
		SP:Iteration 5F (14182.850000 sec): 3 clusters
  Score: Raw -12101502.712722 + Penalty 3760.389727 = -12097742.322995
  nChanged 5530
		SP:Iteration 6F (14183.130000 sec): 3 clusters
  Score: Raw -12104005.250090 + Penalty 3760.389727 = -12100244.860362
  nChanged 5216
		SP:Iteration 7Q (14183.420000 sec): 3 clusters
  Score: Raw -12106240.338963 + Penalty 3760.389727 = -12102479.949236
  nChanged 4590
		SP:Iteration 8Q (14183.710000 sec): 3 clusters
  Score: Raw -12108120.944414 + Penalty 3760.389727 = -12104360.554687
  nChanged 4222
		SP:Iteration 9Q (14183.990000 sec): 3 clusters
  Score: Raw -12109793.556901 + Penalty 3760.389727 = -12106033.167174
  nChanged 3912
		SP:Iteration 10Q (14184.280000 sec): 3 clusters
  Score: Raw -12111336.954792 + Penalty 3760.389727 = -12107576.565065
  nChanged 3909
		SP:Iteration 11Q (14184.560000 sec): 3 clusters
  Score: Raw -12112937.228157 + Penalty 3760.389727 = -12109176.838430
  nChanged 4118
		SP:Iteration 12Q (14184.840000 sec): 3 clusters
  Score: Raw -12114741.722536 + Penalty 3760.389727 = -12110981.332808
  nChanged 4636
		SP:Iteration 13Q (14185.110000 sec): 3 clusters
  Score: Raw -12116969.680073 + Penalty 3760.389727 = -12113209.290346
  nChanged 4917
		SP:Iteration 14Q (14185.390000 sec): 3 clusters
  Score: Raw -12119555.362199 + Penalty 3760.389727 = -12115794.972472
  nChanged 5168
		SP:Iteration 15Q (14185.660000 sec): 3 clusters
  Score: Raw -12122503.031680 + Penalty 3760.389727 = -12118742.641953
  nChanged 4751
		SP:Iteration 16Q (14185.920000 sec): 3 clusters
  Score: Raw -12125327.369440 + Penalty 3760.389727 = -12121566.979713
  nChanged 3938
		SP:Iteration 17Q (14186.180000 sec): 3 clusters
  Score: Raw -12127679.786594 + Penalty 3760.389727 = -12123919.396866
  nChanged 2922
		SP:Iteration 18Q (14186.420000 sec): 3 clusters
  Score: Raw -12129382.208256 + Penalty 3760.389727 = -12125621.818529
  nChanged 1992
		SP:Iteration 19Q (14186.660000 sec): 3 clusters
  Score: Raw -12130529.240873 + Penalty 3760.389727 = -12126768.851146
  nChanged 1286
		SP:Iteration 20F (14186.940000 sec): 3 clusters
  Score: Raw -12131242.993532 + Penalty 3760.389727 = -12127482.603804
  nChanged 787
		SP:Iteration 21Q (14187.160000 sec): 3 clusters
  Score: Raw -12131688.352706 + Penalty 3760.389727 = -12127927.962978
  nChanged 499
		SP:Iteration 22Q (14187.370000 sec): 3 clusters
  Score: Raw -12131962.834159 + Penalty 3760.389727 = -12128202.444431
  nChanged 310
		SP:Iteration 23Q (14187.580000 sec): 3 clusters
  Score: Raw -12132125.104588 + Penalty 3760.389727 = -12128364.714860
  nChanged 202
		SP:Iteration 24Q (14187.790000 sec): 3 clusters
  Score: Raw -12132238.947758 + Penalty 3760.389727 = -12128478.558031
  nChanged 136
		SP:Iteration 25Q (14188.000000 sec): 3 clusters
  Score: Raw -12132320.564361 + Penalty 3760.389727 = -12128560.174633
  nChanged 100
		SP:Iteration 26Q (14188.200000 sec): 3 clusters
  Score: Raw -12132371.441190 + Penalty 3760.389727 = -12128611.051463
  nChanged 71
		SP:Iteration 27Q (14188.400000 sec): 3 clusters
  Score: Raw -12132411.602738 + Penalty 3760.389727 = -12128651.213011
  nChanged 45
		SP:Iteration 28Q (14188.600000 sec): 3 clusters
  Score: Raw -12132437.482562 + Penalty 3760.389727 = -12128677.092834
  nChanged 45
		SP:Iteration 29Q (14188.800000 sec): 3 clusters
  Score: Raw -12132465.090679 + Penalty 3760.389727 = -12128704.700952
  nChanged 43
		SP:Iteration 30Q (14189.000000 sec): 3 clusters
  Score: Raw -12132493.203685 + Penalty 3760.389727 = -12128732.813958
  nChanged 31
		SP:Iteration 31Q (14189.200000 sec): 3 clusters
  Score: Raw -12132512.263038 + Penalty 3760.389727 = -12128751.873311
  nChanged 26
		SP:Iteration 32Q (14189.400000 sec): 3 clusters
  Score: Raw -12132527.045134 + Penalty 3760.389727 = -12128766.655407
  nChanged 19
		SP:Iteration 33Q (14189.590000 sec): 3 clusters
  Score: Raw -12132537.949860 + Penalty 3760.389727 = -12128777.560133
  nChanged 19
		SP:Iteration 34Q (14189.790000 sec): 3 clusters
  Score: Raw -12132545.981057 + Penalty 3760.389727 = -12128785.591329
  nChanged 12
		SP:Iteration 35Q (14189.990000 sec): 3 clusters
  Score: Raw -12132552.018913 + Penalty 3760.389727 = -12128791.629186
  nChanged 9
		SP:Iteration 36Q (14190.180000 sec): 3 clusters
  Score: Raw -12132557.874696 + Penalty 3760.389727 = -12128797.484969
  nChanged 12
		SP:Iteration 37Q (14190.380000 sec): 3 clusters
  Score: Raw -12132565.404979 + Penalty 3760.389727 = -12128805.015252
  nChanged 10
		SP:Iteration 38Q (14190.580000 sec): 3 clusters
  Score: Raw -12132572.524679 + Penalty 3760.389727 = -12128812.134952
  nChanged 9
		SP:Iteration 39Q (14190.780000 sec): 3 clusters
  Score: Raw -12132576.617870 + Penalty 3760.389727 = -12128816.228143
  nChanged 6
		SP:Iteration 40F (14191.060000 sec): 3 clusters
  Score: Raw -12132579.366024 + Penalty 3760.389727 = -12128818.976297
  nChanged 4
		SP:Iteration 41Q (14191.270000 sec): 3 clusters
  Score: Raw -12132581.218794 + Penalty 3760.389727 = -12128820.829066
  nChanged 5
		SP:Iteration 42Q (14191.470000 sec): 3 clusters
  Score: Raw -12132583.634881 + Penalty 3760.389727 = -12128823.245154
  nChanged 4
		SP:Iteration 43Q (14191.670000 sec): 3 clusters
  Score: Raw -12132585.293806 + Penalty 3760.389727 = -12128824.904079
  nChanged 2
		SP:Iteration 44Q (14191.870000 sec): 3 clusters
  Score: Raw -12132586.233903 + Penalty 3760.389727 = -12128825.844176
  nChanged 3
		SP:Iteration 45Q (14192.070000 sec): 3 clusters
  Score: Raw -12132587.843796 + Penalty 3760.389727 = -12128827.454068
  nChanged 4
		SP:Iteration 46Q (14192.270000 sec): 3 clusters
  Score: Raw -12132589.370413 + Penalty 3760.389727 = -12128828.980686
  nChanged 1
		SP:Iteration 47Q (14192.470000 sec): 3 clusters
  Score: Raw -12132589.759866 + Penalty 3760.389727 = -12128829.370139
  nChanged 1
		SP:Iteration 48Q (14192.670000 sec): 3 clusters
  Score: Raw -12132590.293491 + Penalty 3760.389727 = -12128829.903764
  nChanged 3
		SP:Iteration 49Q (14192.870000 sec): 3 clusters
  Score: Raw -12132592.618041 + Penalty 3760.389727 = -12128832.228313
  nChanged 4
		SP:Iteration 50Q (14193.070000 sec): 3 clusters
  Score: Raw -12132594.622400 + Penalty 3760.389727 = -12128834.232673
  nChanged 1
		SP:Iteration 51Q (14193.270000 sec): 3 clusters
  Score: Raw -12132595.067316 + Penalty 3760.389727 = -12128834.677589
  nChanged 0
		SP:Iteration 52F (14193.550000 sec): 3 clusters
  Score: Raw -12132595.067316 + Penalty 3760.389727 = -12128834.677589
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14193.620000 sec): 2 clusters
  Score: Raw -492812.292593 + Penalty 1368.253458 = -491444.039135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14193.640000 sec): 3 clusters
  Score: Raw -490444.152522 + Penalty 2736.506916 = -487707.645606
  nChanged 1787
		SP:Iteration 1F (14193.650000 sec): 3 clusters
  Score: Raw -491426.944310 + Penalty 2736.506916 = -488690.437394
  nChanged 360
		SP:Iteration 2F (14193.660000 sec): 3 clusters
  Score: Raw -491611.120642 + Penalty 2736.506916 = -488874.613727
  nChanged 225
		SP:Iteration 3Q (14193.670000 sec): 3 clusters
  Score: Raw -491720.932973 + Penalty 2736.506916 = -488984.426057
  nChanged 182
		SP:Iteration 4Q (14193.680000 sec): 3 clusters
  Score: Raw -491823.897586 + Penalty 2736.506916 = -489087.390671
  nChanged 188
		SP:Iteration 5Q (14193.700000 sec): 3 clusters
  Score: Raw -491966.330603 + Penalty 2736.506916 = -489229.823687
  nChanged 214
		SP:Iteration 6Q (14193.710000 sec): 3 clusters
  Score: Raw -492175.270831 + Penalty 2736.506916 = -489438.763916
  nChanged 221
		SP:Iteration 7Q (14193.720000 sec): 3 clusters
  Score: Raw -492393.184678 + Penalty 2736.506916 = -489656.677762
  nChanged 203
		SP:Iteration 8Q (14193.730000 sec): 3 clusters
  Score: Raw -492557.948554 + Penalty 2736.506916 = -489821.441638
  nChanged 184
		SP:Iteration 9Q (14193.740000 sec): 3 clusters
  Score: Raw -492710.900489 + Penalty 2736.506916 = -489974.393573
  nChanged 183
		SP:Iteration 10Q (14193.750000 sec): 3 clusters
  Score: Raw -492833.491505 + Penalty 2736.506916 = -490096.984589
  nChanged 146
		SP:Iteration 11Q (14193.760000 sec): 3 clusters
  Score: Raw -492926.063868 + Penalty 2736.506916 = -490189.556952
  nChanged 158
		SP:Iteration 12Q (14193.770000 sec): 3 clusters
  Score: Raw -493023.616081 + Penalty 2736.506916 = -490287.109165
  nChanged 134
		SP:Iteration 13Q (14193.780000 sec): 3 clusters
  Score: Raw -493110.853113 + Penalty 2736.506916 = -490374.346197
  nChanged 118
		SP:Iteration 14Q (14193.800000 sec): 3 clusters
  Score: Raw -493186.816255 + Penalty 2736.506916 = -490450.309339
  nChanged 102
		SP:Iteration 15Q (14193.810000 sec): 3 clusters
  Score: Raw -493261.128752 + Penalty 2736.506916 = -490524.621836
  nChanged 109
		SP:Iteration 16Q (14193.820000 sec): 3 clusters
  Score: Raw -493339.234095 + Penalty 2736.506916 = -490602.727179
  nChanged 110
		SP:Iteration 17Q (14193.830000 sec): 3 clusters
  Score: Raw -493429.981124 + Penalty 2736.506916 = -490693.474209
  nChanged 103
		SP:Iteration 18Q (14193.840000 sec): 3 clusters
  Score: Raw -493525.660056 + Penalty 2736.506916 = -490789.153140
  nChanged 91
		SP:Iteration 19Q (14193.850000 sec): 3 clusters
  Score: Raw -493596.377965 + Penalty 2736.506916 = -490859.871049
  nChanged 85
		SP:Iteration 20F (14193.860000 sec): 3 clusters
  Score: Raw -493663.679300 + Penalty 2736.506916 = -490927.172384
  nChanged 89
		SP:Iteration 21Q (14193.870000 sec): 3 clusters
  Score: Raw -493736.623854 + Penalty 2736.506916 = -491000.116938
  nChanged 87
		SP:Iteration 22Q (14193.880000 sec): 3 clusters
  Score: Raw -493808.352013 + Penalty 2736.506916 = -491071.845097
  nChanged 78
		SP:Iteration 23Q (14193.890000 sec): 3 clusters
  Score: Raw -493869.500753 + Penalty 2736.506916 = -491132.993837
  nChanged 64
		SP:Iteration 24Q (14193.900000 sec): 3 clusters
  Score: Raw -493921.688726 + Penalty 2736.506916 = -491185.181810
  nChanged 50
		SP:Iteration 25Q (14193.910000 sec): 3 clusters
  Score: Raw -493952.966346 + Penalty 2736.506916 = -491216.459430
  nChanged 32
		SP:Iteration 26Q (14193.920000 sec): 3 clusters
  Score: Raw -493966.704246 + Penalty 2736.506916 = -491230.197330
  nChanged 25
		SP:Iteration 27Q (14193.930000 sec): 3 clusters
  Score: Raw -493978.581896 + Penalty 2736.506916 = -491242.074981
  nChanged 20
		SP:Iteration 28Q (14193.940000 sec): 3 clusters
  Score: Raw -493985.495854 + Penalty 2736.506916 = -491248.988938
  nChanged 10
		SP:Iteration 29Q (14193.950000 sec): 3 clusters
  Score: Raw -493988.897470 + Penalty 2736.506916 = -491252.390554
  nChanged 8
		SP:Iteration 30Q (14193.960000 sec): 3 clusters
  Score: Raw -493991.044066 + Penalty 2736.506916 = -491254.537151
  nChanged 7
		SP:Iteration 31Q (14193.970000 sec): 3 clusters
  Score: Raw -493993.475071 + Penalty 2736.506916 = -491256.968155
  nChanged 6
		SP:Iteration 32Q (14193.980000 sec): 3 clusters
  Score: Raw -493996.060211 + Penalty 2736.506916 = -491259.553295
  nChanged 7
		SP:Iteration 33Q (14193.990000 sec): 3 clusters
  Score: Raw -493998.882704 + Penalty 2736.506916 = -491262.375788
  nChanged 9
		SP:Iteration 34Q (14194.000000 sec): 3 clusters
  Score: Raw -494002.034082 + Penalty 2736.506916 = -491265.527166
  nChanged 2
		SP:Iteration 35Q (14194.010000 sec): 3 clusters
  Score: Raw -494002.468942 + Penalty 2736.506916 = -491265.962026
  nChanged 2
		SP:Iteration 36Q (14194.020000 sec): 3 clusters
  Score: Raw -494003.185522 + Penalty 2736.506916 = -491266.678606
  nChanged 6
		SP:Iteration 37Q (14194.030000 sec): 3 clusters
  Score: Raw -494005.111127 + Penalty 2736.506916 = -491268.604211
  nChanged 4
		SP:Iteration 38Q (14194.040000 sec): 3 clusters
  Score: Raw -494006.406325 + Penalty 2736.506916 = -491269.899409
  nChanged 4
		SP:Iteration 39Q (14194.050000 sec): 3 clusters
  Score: Raw -494008.234358 + Penalty 2736.506916 = -491271.727442
  nChanged 5
		SP:Iteration 40F (14194.060000 sec): 3 clusters
  Score: Raw -494009.468124 + Penalty 2736.506916 = -491272.961208
  nChanged 3
		SP:Iteration 41Q (14194.070000 sec): 3 clusters
  Score: Raw -494010.521703 + Penalty 2736.506916 = -491274.014787
  nChanged 1
		SP:Iteration 42Q (14194.080000 sec): 3 clusters
  Score: Raw -494010.751449 + Penalty 2736.506916 = -491274.244534
  nChanged 0
		SP:Iteration 43F (14194.090000 sec): 3 clusters
  Score: Raw -494010.751449 + Penalty 2736.506916 = -491274.244534
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14194.130000 sec): 2 clusters
  Score: Raw -1498421.107926 + Penalty 1535.674028 = -1496885.433899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14194.160000 sec): 3 clusters
  Score: Raw -1491127.002380 + Penalty 3071.348055 = -1488055.654325
  nChanged 5573
		SP:Iteration 1F (14194.200000 sec): 3 clusters
  Score: Raw -1494122.875689 + Penalty 3071.348055 = -1491051.527634
  nChanged 781
		SP:Iteration 2F (14194.230000 sec): 3 clusters
  Score: Raw -1494514.174676 + Penalty 3071.348055 = -1491442.826621
  nChanged 699
		SP:Iteration 3F (14194.260000 sec): 3 clusters
  Score: Raw -1494887.724590 + Penalty 3071.348055 = -1491816.376535
  nChanged 627
		SP:Iteration 4Q (14194.300000 sec): 3 clusters
  Score: Raw -1495177.843411 + Penalty 3071.348055 = -1492106.495356
  nChanged 557
		SP:Iteration 5Q (14194.330000 sec): 3 clusters
  Score: Raw -1495435.233344 + Penalty 3071.348055 = -1492363.885289
  nChanged 533
		SP:Iteration 6Q (14194.360000 sec): 3 clusters
  Score: Raw -1495714.044110 + Penalty 3071.348055 = -1492642.696055
  nChanged 557
		SP:Iteration 7Q (14194.400000 sec): 3 clusters
  Score: Raw -1496017.842112 + Penalty 3071.348055 = -1492946.494057
  nChanged 601
		SP:Iteration 8Q (14194.430000 sec): 3 clusters
  Score: Raw -1496377.850962 + Penalty 3071.348055 = -1493306.502906
  nChanged 599
		SP:Iteration 9Q (14194.460000 sec): 3 clusters
  Score: Raw -1496761.369296 + Penalty 3071.348055 = -1493690.021241
  nChanged 566
		SP:Iteration 10Q (14194.490000 sec): 3 clusters
  Score: Raw -1497149.482479 + Penalty 3071.348055 = -1494078.134424
  nChanged 506
		SP:Iteration 11Q (14194.520000 sec): 3 clusters
  Score: Raw -1497504.301933 + Penalty 3071.348055 = -1494432.953877
  nChanged 438
		SP:Iteration 12Q (14194.560000 sec): 3 clusters
  Score: Raw -1497829.338070 + Penalty 3071.348055 = -1494757.990015
  nChanged 345
		SP:Iteration 13Q (14194.590000 sec): 3 clusters
  Score: Raw -1498091.459238 + Penalty 3071.348055 = -1495020.111182
  nChanged 229
		SP:Iteration 14Q (14194.620000 sec): 3 clusters
  Score: Raw -1498269.983128 + Penalty 3071.348055 = -1495198.635073
  nChanged 138
		SP:Iteration 15Q (14194.640000 sec): 3 clusters
  Score: Raw -1498365.701544 + Penalty 3071.348055 = -1495294.353489
  nChanged 93
		SP:Iteration 16Q (14194.670000 sec): 3 clusters
  Score: Raw -1498442.818960 + Penalty 3071.348055 = -1495371.470905
  nChanged 66
		SP:Iteration 17Q (14194.700000 sec): 3 clusters
  Score: Raw -1498507.126934 + Penalty 3071.348055 = -1495435.778879
  nChanged 46
		SP:Iteration 18Q (14194.720000 sec): 3 clusters
  Score: Raw -1498548.634840 + Penalty 3071.348055 = -1495477.286785
  nChanged 22
		SP:Iteration 19Q (14194.750000 sec): 3 clusters
  Score: Raw -1498573.705108 + Penalty 3071.348055 = -1495502.357053
  nChanged 20
		SP:Iteration 20F (14194.780000 sec): 3 clusters
  Score: Raw -1498590.128596 + Penalty 3071.348055 = -1495518.780541
  nChanged 12
		SP:Iteration 21Q (14194.810000 sec): 3 clusters
  Score: Raw -1498599.851309 + Penalty 3071.348055 = -1495528.503254
  nChanged 8
		SP:Iteration 22Q (14194.840000 sec): 3 clusters
  Score: Raw -1498605.717854 + Penalty 3071.348055 = -1495534.369799
  nChanged 6
		SP:Iteration 23Q (14194.860000 sec): 3 clusters
  Score: Raw -1498609.787501 + Penalty 3071.348055 = -1495538.439446
  nChanged 2
		SP:Iteration 24Q (14194.880000 sec): 3 clusters
  Score: Raw -1498611.422730 + Penalty 3071.348055 = -1495540.074675
  nChanged 1
		SP:Iteration 25Q (14194.910000 sec): 3 clusters
  Score: Raw -1498611.905453 + Penalty 3071.348055 = -1495540.557398
  nChanged 2
		SP:Iteration 26Q (14194.930000 sec): 3 clusters
  Score: Raw -1498613.256392 + Penalty 3071.348055 = -1495541.908337
  nChanged 1
		SP:Iteration 27Q (14194.960000 sec): 3 clusters
  Score: Raw -1498613.836503 + Penalty 3071.348055 = -1495542.488448
  nChanged 1
		SP:Iteration 28Q (14194.980000 sec): 3 clusters
  Score: Raw -1498614.537555 + Penalty 3071.348055 = -1495543.189500
  nChanged 3
		SP:Iteration 29Q (14195.010000 sec): 3 clusters
  Score: Raw -1498616.847198 + Penalty 3071.348055 = -1495545.499142
  nChanged 1
		SP:Iteration 30Q (14195.030000 sec): 3 clusters
  Score: Raw -1498617.488590 + Penalty 3071.348055 = -1495546.140535
  nChanged 1
		SP:Iteration 31Q (14195.060000 sec): 3 clusters
  Score: Raw -1498617.995964 + Penalty 3071.348055 = -1495546.647909
  nChanged 0
		SP:Iteration 32F (14195.090000 sec): 3 clusters
  Score: Raw -1498617.995964 + Penalty 3071.348055 = -1495546.647909
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (96120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14195.400000 sec): 2 clusters
  Score: Raw -11228587.164879 + Penalty 1864.419812 = -11226722.745067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14195.650000 sec): 3 clusters
  Score: Raw -11166080.735694 + Penalty 3728.839624 = -11162351.896069
  nChanged 45828
		SP:Iteration 1F (14195.910000 sec): 3 clusters
  Score: Raw -11194379.399113 + Penalty 3728.839624 = -11190650.559489
  nChanged 5014
		SP:Iteration 2F (14196.160000 sec): 3 clusters
  Score: Raw -11196681.435317 + Penalty 3728.839624 = -11192952.595693
  nChanged 5759
		SP:Iteration 3F (14196.420000 sec): 3 clusters
  Score: Raw -11199622.492483 + Penalty 3728.839624 = -11195893.652859
  nChanged 6074
		SP:Iteration 4F (14196.670000 sec): 3 clusters
  Score: Raw -11202758.905628 + Penalty 3728.839624 = -11199030.066004
  nChanged 5824
		SP:Iteration 5F (14196.930000 sec): 3 clusters
  Score: Raw -11205565.277499 + Penalty 3728.839624 = -11201836.437875
  nChanged 5267
		SP:Iteration 6F (14197.180000 sec): 3 clusters
  Score: Raw -11207908.706559 + Penalty 3728.839624 = -11204179.866934
  nChanged 4571
		SP:Iteration 7Q (14197.440000 sec): 3 clusters
  Score: Raw -11209933.889718 + Penalty 3728.839624 = -11206205.050094
  nChanged 4186
		SP:Iteration 8Q (14197.700000 sec): 3 clusters
  Score: Raw -11211864.242165 + Penalty 3728.839624 = -11208135.402541
  nChanged 4027
		SP:Iteration 9Q (14197.960000 sec): 3 clusters
  Score: Raw -11213884.804875 + Penalty 3728.839624 = -11210155.965250
  nChanged 3958
		SP:Iteration 10Q (14198.220000 sec): 3 clusters
  Score: Raw -11216055.386964 + Penalty 3728.839624 = -11212326.547340
  nChanged 3980
		SP:Iteration 11Q (14198.480000 sec): 3 clusters
  Score: Raw -11218527.038762 + Penalty 3728.839624 = -11214798.199138
  nChanged 3835
		SP:Iteration 12Q (14198.730000 sec): 3 clusters
  Score: Raw -11221189.735581 + Penalty 3728.839624 = -11217460.895956
  nChanged 3337
		SP:Iteration 13Q (14198.990000 sec): 3 clusters
  Score: Raw -11223683.700664 + Penalty 3728.839624 = -11219954.861039
  nChanged 2578
		SP:Iteration 14Q (14199.230000 sec): 3 clusters
  Score: Raw -11225657.749797 + Penalty 3728.839624 = -11221928.910173
  nChanged 1822
		SP:Iteration 15Q (14199.460000 sec): 3 clusters
  Score: Raw -11227033.469859 + Penalty 3728.839624 = -11223304.630235
  nChanged 1113
		SP:Iteration 16Q (14199.670000 sec): 3 clusters
  Score: Raw -11227862.384878 + Penalty 3728.839624 = -11224133.545254
  nChanged 629
		SP:Iteration 17Q (14199.870000 sec): 3 clusters
  Score: Raw -11228299.787890 + Penalty 3728.839624 = -11224570.948265
  nChanged 353
		SP:Iteration 18Q (14200.070000 sec): 3 clusters
  Score: Raw -11228535.692684 + Penalty 3728.839624 = -11224806.853059
  nChanged 204
		SP:Iteration 19Q (14200.260000 sec): 3 clusters
  Score: Raw -11228674.317930 + Penalty 3728.839624 = -11224945.478306
  nChanged 138
		SP:Iteration 20F (14200.530000 sec): 3 clusters
  Score: Raw -11228766.593581 + Penalty 3728.839624 = -11225037.753957
  nChanged 109
		SP:Iteration 21Q (14200.710000 sec): 3 clusters
  Score: Raw -11228831.321452 + Penalty 3728.839624 = -11225102.481828
  nChanged 81
		SP:Iteration 22Q (14200.900000 sec): 3 clusters
  Score: Raw -11228890.167792 + Penalty 3728.839624 = -11225161.328168
  nChanged 52
		SP:Iteration 23Q (14201.090000 sec): 3 clusters
  Score: Raw -11228918.237930 + Penalty 3728.839624 = -11225189.398306
  nChanged 30
		SP:Iteration 24Q (14201.270000 sec): 3 clusters
  Score: Raw -11228931.962058 + Penalty 3728.839624 = -11225203.122434
  nChanged 30
		SP:Iteration 25Q (14201.450000 sec): 3 clusters
  Score: Raw -11228945.727342 + Penalty 3728.839624 = -11225216.887718
  nChanged 21
		SP:Iteration 26Q (14201.630000 sec): 3 clusters
  Score: Raw -11228956.913588 + Penalty 3728.839624 = -11225228.073964
  nChanged 25
		SP:Iteration 27Q (14201.810000 sec): 3 clusters
  Score: Raw -11228969.788762 + Penalty 3728.839624 = -11225240.949137
  nChanged 14
		SP:Iteration 28Q (14201.990000 sec): 3 clusters
  Score: Raw -11228975.395299 + Penalty 3728.839624 = -11225246.555675
  nChanged 10
		SP:Iteration 29Q (14202.170000 sec): 3 clusters
  Score: Raw -11228978.706718 + Penalty 3728.839624 = -11225249.867094
  nChanged 3
		SP:Iteration 30Q (14202.350000 sec): 3 clusters
  Score: Raw -11228980.278611 + Penalty 3728.839624 = -11225251.438987
  nChanged 3
		SP:Iteration 31Q (14202.530000 sec): 3 clusters
  Score: Raw -11228981.459420 + Penalty 3728.839624 = -11225252.619796
  nChanged 1
		SP:Iteration 32Q (14202.710000 sec): 3 clusters
  Score: Raw -11228982.032108 + Penalty 3728.839624 = -11225253.192484
  nChanged 0
		SP:Iteration 33F (14202.970000 sec): 3 clusters
  Score: Raw -11228982.032108 + Penalty 3728.839624 = -11225253.192484
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14203.050000 sec): 2 clusters
  Score: Raw -2050402.260913 + Penalty 1588.857422 = -2048813.403491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14203.100000 sec): 3 clusters
  Score: Raw -2039980.601779 + Penalty 3177.714844 = -2036802.886935
  nChanged 7919
		SP:Iteration 1F (14203.140000 sec): 3 clusters
  Score: Raw -2044346.998403 + Penalty 3177.714844 = -2041169.283559
  nChanged 867
		SP:Iteration 2Q (14203.190000 sec): 3 clusters
  Score: Raw -2044641.223290 + Penalty 3177.714844 = -2041463.508446
  nChanged 785
		SP:Iteration 3Q (14203.230000 sec): 3 clusters
  Score: Raw -2044931.820151 + Penalty 3177.714844 = -2041754.105307
  nChanged 784
		SP:Iteration 4Q (14203.280000 sec): 3 clusters
  Score: Raw -2045255.172660 + Penalty 3177.714844 = -2042077.457816
  nChanged 782
		SP:Iteration 5Q (14203.330000 sec): 3 clusters
  Score: Raw -2045603.901510 + Penalty 3177.714844 = -2042426.186666
  nChanged 832
		SP:Iteration 6Q (14203.370000 sec): 3 clusters
  Score: Raw -2046012.960297 + Penalty 3177.714844 = -2042835.245453
  nChanged 904
		SP:Iteration 7F (14203.410000 sec): 3 clusters
  Score: Raw -2046447.446695 + Penalty 3177.714844 = -2043269.731851
  nChanged 907
		SP:Iteration 8F (14203.460000 sec): 3 clusters
  Score: Raw -2046893.201318 + Penalty 3177.714844 = -2043715.486474
  nChanged 932
		SP:Iteration 9F (14203.510000 sec): 3 clusters
  Score: Raw -2047393.471605 + Penalty 3177.714844 = -2044215.756761
  nChanged 870
		SP:Iteration 10Q (14203.560000 sec): 3 clusters
  Score: Raw -2047823.175498 + Penalty 3177.714844 = -2044645.460654
  nChanged 775
		SP:Iteration 11Q (14203.600000 sec): 3 clusters
  Score: Raw -2048186.963684 + Penalty 3177.714844 = -2045009.248840
  nChanged 721
		SP:Iteration 12Q (14203.650000 sec): 3 clusters
  Score: Raw -2048548.278565 + Penalty 3177.714844 = -2045370.563721
  nChanged 660
		SP:Iteration 13Q (14203.700000 sec): 3 clusters
  Score: Raw -2048884.205303 + Penalty 3177.714844 = -2045706.490459
  nChanged 620
		SP:Iteration 14Q (14203.740000 sec): 3 clusters
  Score: Raw -2049209.530688 + Penalty 3177.714844 = -2046031.815844
  nChanged 542
		SP:Iteration 15Q (14203.790000 sec): 3 clusters
  Score: Raw -2049495.954745 + Penalty 3177.714844 = -2046318.239901
  nChanged 500
		SP:Iteration 16Q (14203.840000 sec): 3 clusters
  Score: Raw -2049761.952302 + Penalty 3177.714844 = -2046584.237458
  nChanged 435
		SP:Iteration 17Q (14203.880000 sec): 3 clusters
  Score: Raw -2049999.100837 + Penalty 3177.714844 = -2046821.385992
  nChanged 352
		SP:Iteration 18Q (14203.930000 sec): 3 clusters
  Score: Raw -2050201.306680 + Penalty 3177.714844 = -2047023.591836
  nChanged 311
		SP:Iteration 19Q (14203.970000 sec): 3 clusters
  Score: Raw -2050399.723532 + Penalty 3177.714844 = -2047222.008688
  nChanged 225
		SP:Iteration 20F (14204.020000 sec): 3 clusters
  Score: Raw -2050541.730053 + Penalty 3177.714844 = -2047364.015209
  nChanged 164
		SP:Iteration 21Q (14204.060000 sec): 3 clusters
  Score: Raw -2050633.940375 + Penalty 3177.714844 = -2047456.225531
  nChanged 124
		SP:Iteration 22Q (14204.100000 sec): 3 clusters
  Score: Raw -2050696.311733 + Penalty 3177.714844 = -2047518.596889
  nChanged 86
		SP:Iteration 23Q (14204.150000 sec): 3 clusters
  Score: Raw -2050738.773772 + Penalty 3177.714844 = -2047561.058928
  nChanged 79
		SP:Iteration 24Q (14204.190000 sec): 3 clusters
  Score: Raw -2050777.306330 + Penalty 3177.714844 = -2047599.591486
  nChanged 62
		SP:Iteration 25Q (14204.230000 sec): 3 clusters
  Score: Raw -2050806.736360 + Penalty 3177.714844 = -2047629.021516
  nChanged 36
		SP:Iteration 26Q (14204.270000 sec): 3 clusters
  Score: Raw -2050823.366412 + Penalty 3177.714844 = -2047645.651568
  nChanged 26
		SP:Iteration 27Q (14204.310000 sec): 3 clusters
  Score: Raw -2050838.801132 + Penalty 3177.714844 = -2047661.086288
  nChanged 34
		SP:Iteration 28Q (14204.350000 sec): 3 clusters
  Score: Raw -2050856.064328 + Penalty 3177.714844 = -2047678.349484
  nChanged 22
		SP:Iteration 29Q (14204.390000 sec): 3 clusters
  Score: Raw -2050867.402840 + Penalty 3177.714844 = -2047689.687996
  nChanged 23
		SP:Iteration 30Q (14204.430000 sec): 3 clusters
  Score: Raw -2050877.801008 + Penalty 3177.714844 = -2047700.086164
  nChanged 16
		SP:Iteration 31Q (14204.470000 sec): 3 clusters
  Score: Raw -2050886.321635 + Penalty 3177.714844 = -2047708.606791
  nChanged 17
		SP:Iteration 32Q (14204.510000 sec): 3 clusters
  Score: Raw -2050893.348624 + Penalty 3177.714844 = -2047715.633780
  nChanged 12
		SP:Iteration 33Q (14204.540000 sec): 3 clusters
  Score: Raw -2050898.547613 + Penalty 3177.714844 = -2047720.832769
  nChanged 9
		SP:Iteration 34Q (14204.580000 sec): 3 clusters
  Score: Raw -2050901.402259 + Penalty 3177.714844 = -2047723.687415
  nChanged 10
		SP:Iteration 35Q (14204.620000 sec): 3 clusters
  Score: Raw -2050906.827509 + Penalty 3177.714844 = -2047729.112664
  nChanged 4
		SP:Iteration 36Q (14204.660000 sec): 3 clusters
  Score: Raw -2050909.936205 + Penalty 3177.714844 = -2047732.221361
  nChanged 3
		SP:Iteration 37Q (14204.700000 sec): 3 clusters
  Score: Raw -2050911.981341 + Penalty 3177.714844 = -2047734.266497
  nChanged 5
		SP:Iteration 38Q (14204.730000 sec): 3 clusters
  Score: Raw -2050914.766309 + Penalty 3177.714844 = -2047737.051465
  nChanged 7
		SP:Iteration 39Q (14204.770000 sec): 3 clusters
  Score: Raw -2050918.346448 + Penalty 3177.714844 = -2047740.631604
  nChanged 7
		SP:Iteration 40F (14204.820000 sec): 3 clusters
  Score: Raw -2050921.140550 + Penalty 3177.714844 = -2047743.425706
  nChanged 6
		SP:Iteration 41Q (14204.850000 sec): 3 clusters
  Score: Raw -2050923.502721 + Penalty 3177.714844 = -2047745.787877
  nChanged 2
		SP:Iteration 42Q (14204.890000 sec): 3 clusters
  Score: Raw -2050924.252632 + Penalty 3177.714844 = -2047746.537788
  nChanged 1
		SP:Iteration 43Q (14204.920000 sec): 3 clusters
  Score: Raw -2050924.497866 + Penalty 3177.714844 = -2047746.783022
  nChanged 0
		SP:Iteration 44F (14204.970000 sec): 3 clusters
  Score: Raw -2050924.497866 + Penalty 3177.714844 = -2047746.783022
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14205.000000 sec): 2 clusters
  Score: Raw -942100.330241 + Penalty 1461.553021 = -940638.777221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14205.020000 sec): 3 clusters
  Score: Raw -937585.182856 + Penalty 2923.106041 = -934662.076815
  nChanged 3403
		SP:Iteration 1F (14205.040000 sec): 3 clusters
  Score: Raw -939339.519165 + Penalty 2923.106041 = -936416.413124
  nChanged 472
		SP:Iteration 2F (14205.060000 sec): 3 clusters
  Score: Raw -939522.847169 + Penalty 2923.106041 = -936599.741128
  nChanged 349
		SP:Iteration 3Q (14205.080000 sec): 3 clusters
  Score: Raw -939660.357365 + Penalty 2923.106041 = -936737.251324
  nChanged 288
		SP:Iteration 4Q (14205.100000 sec): 3 clusters
  Score: Raw -939764.323875 + Penalty 2923.106041 = -936841.217834
  nChanged 267
		SP:Iteration 5Q (14205.120000 sec): 3 clusters
  Score: Raw -939852.162780 + Penalty 2923.106041 = -936929.056739
  nChanged 237
		SP:Iteration 6Q (14205.140000 sec): 3 clusters
  Score: Raw -939935.330293 + Penalty 2923.106041 = -937012.224252
  nChanged 210
		SP:Iteration 7Q (14205.160000 sec): 3 clusters
  Score: Raw -939997.768071 + Penalty 2923.106041 = -937074.662029
  nChanged 179
		SP:Iteration 8Q (14205.180000 sec): 3 clusters
  Score: Raw -940052.462813 + Penalty 2923.106041 = -937129.356772
  nChanged 171
		SP:Iteration 9Q (14205.200000 sec): 3 clusters
  Score: Raw -940116.264950 + Penalty 2923.106041 = -937193.158909
  nChanged 196
		SP:Iteration 10Q (14205.220000 sec): 3 clusters
  Score: Raw -940192.624132 + Penalty 2923.106041 = -937269.518091
  nChanged 205
		SP:Iteration 11Q (14205.240000 sec): 3 clusters
  Score: Raw -940273.881249 + Penalty 2923.106041 = -937350.775208
  nChanged 221
		SP:Iteration 12Q (14205.260000 sec): 3 clusters
  Score: Raw -940373.619268 + Penalty 2923.106041 = -937450.513227
  nChanged 226
		SP:Iteration 13Q (14205.280000 sec): 3 clusters
  Score: Raw -940485.693350 + Penalty 2923.106041 = -937562.587309
  nChanged 267
		SP:Iteration 14Q (14205.300000 sec): 3 clusters
  Score: Raw -940624.032638 + Penalty 2923.106041 = -937700.926597
  nChanged 267
		SP:Iteration 15Q (14205.320000 sec): 3 clusters
  Score: Raw -940785.387891 + Penalty 2923.106041 = -937862.281849
  nChanged 312
		SP:Iteration 16Q (14205.340000 sec): 3 clusters
  Score: Raw -940982.893646 + Penalty 2923.106041 = -938059.787605
  nChanged 333
		SP:Iteration 17Q (14205.360000 sec): 3 clusters
  Score: Raw -941206.261674 + Penalty 2923.106041 = -938283.155633
  nChanged 316
		SP:Iteration 18Q (14205.380000 sec): 3 clusters
  Score: Raw -941413.516984 + Penalty 2923.106041 = -938490.410943
  nChanged 288
		SP:Iteration 19Q (14205.400000 sec): 3 clusters
  Score: Raw -941611.446626 + Penalty 2923.106041 = -938688.340584
  nChanged 249
		SP:Iteration 20F (14205.420000 sec): 3 clusters
  Score: Raw -941795.315663 + Penalty 2923.106041 = -938872.209622
  nChanged 193
		SP:Iteration 21Q (14205.440000 sec): 3 clusters
  Score: Raw -941943.356277 + Penalty 2923.106041 = -939020.250236
  nChanged 127
		SP:Iteration 22Q (14205.450000 sec): 3 clusters
  Score: Raw -942042.564597 + Penalty 2923.106041 = -939119.458556
  nChanged 89
		SP:Iteration 23Q (14205.470000 sec): 3 clusters
  Score: Raw -942116.779717 + Penalty 2923.106041 = -939193.673676
  nChanged 69
		SP:Iteration 24Q (14205.480000 sec): 3 clusters
  Score: Raw -942174.093948 + Penalty 2923.106041 = -939250.987907
  nChanged 41
		SP:Iteration 25Q (14205.500000 sec): 3 clusters
  Score: Raw -942210.436840 + Penalty 2923.106041 = -939287.330799
  nChanged 30
		SP:Iteration 26Q (14205.520000 sec): 3 clusters
  Score: Raw -942236.297246 + Penalty 2923.106041 = -939313.191205
  nChanged 24
		SP:Iteration 27Q (14205.530000 sec): 3 clusters
  Score: Raw -942259.324424 + Penalty 2923.106041 = -939336.218382
  nChanged 21
		SP:Iteration 28Q (14205.540000 sec): 3 clusters
  Score: Raw -942276.451939 + Penalty 2923.106041 = -939353.345898
  nChanged 9
		SP:Iteration 29Q (14205.560000 sec): 3 clusters
  Score: Raw -942283.529014 + Penalty 2923.106041 = -939360.422973
  nChanged 8
		SP:Iteration 30Q (14205.580000 sec): 3 clusters
  Score: Raw -942289.246187 + Penalty 2923.106041 = -939366.140146
  nChanged 4
		SP:Iteration 31Q (14205.590000 sec): 3 clusters
  Score: Raw -942294.540132 + Penalty 2923.106041 = -939371.434091
  nChanged 4
		SP:Iteration 32Q (14205.600000 sec): 3 clusters
  Score: Raw -942298.053288 + Penalty 2923.106041 = -939374.947247
  nChanged 2
		SP:Iteration 33Q (14205.620000 sec): 3 clusters
  Score: Raw -942299.943391 + Penalty 2923.106041 = -939376.837350
  nChanged 2
		SP:Iteration 34Q (14205.640000 sec): 3 clusters
  Score: Raw -942301.523168 + Penalty 2923.106041 = -939378.417127
  nChanged 0
		SP:Iteration 35F (14205.660000 sec): 3 clusters
  Score: Raw -942301.523168 + Penalty 2923.106041 = -939378.417127
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14205.690000 sec): 2 clusters
  Score: Raw -1136038.639284 + Penalty 1490.249734 = -1134548.389549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14205.710000 sec): 3 clusters
  Score: Raw -1130607.672595 + Penalty 2980.499469 = -1127627.173126
  nChanged 4117
		SP:Iteration 1F (14205.740000 sec): 3 clusters
  Score: Raw -1132759.985960 + Penalty 2980.499469 = -1129779.486491
  nChanged 545
		SP:Iteration 2F (14205.760000 sec): 3 clusters
  Score: Raw -1132978.364993 + Penalty 2980.499469 = -1129997.865524
  nChanged 438
		SP:Iteration 3Q (14205.780000 sec): 3 clusters
  Score: Raw -1133142.387275 + Penalty 2980.499469 = -1130161.887806
  nChanged 380
		SP:Iteration 4Q (14205.810000 sec): 3 clusters
  Score: Raw -1133303.742139 + Penalty 2980.499469 = -1130323.242670
  nChanged 379
		SP:Iteration 5Q (14205.830000 sec): 3 clusters
  Score: Raw -1133503.102016 + Penalty 2980.499469 = -1130522.602547
  nChanged 401
		SP:Iteration 6Q (14205.860000 sec): 3 clusters
  Score: Raw -1133730.784899 + Penalty 2980.499469 = -1130750.285430
  nChanged 394
		SP:Iteration 7Q (14205.880000 sec): 3 clusters
  Score: Raw -1133913.707257 + Penalty 2980.499469 = -1130933.207788
  nChanged 316
		SP:Iteration 8Q (14205.900000 sec): 3 clusters
  Score: Raw -1134052.588278 + Penalty 2980.499469 = -1131072.088809
  nChanged 302
		SP:Iteration 9Q (14205.930000 sec): 3 clusters
  Score: Raw -1134195.797781 + Penalty 2980.499469 = -1131215.298312
  nChanged 319
		SP:Iteration 10Q (14205.950000 sec): 3 clusters
  Score: Raw -1134347.322128 + Penalty 2980.499469 = -1131366.822659
  nChanged 287
		SP:Iteration 11Q (14205.980000 sec): 3 clusters
  Score: Raw -1134504.662038 + Penalty 2980.499469 = -1131524.162569
  nChanged 304
		SP:Iteration 12Q (14206.000000 sec): 3 clusters
  Score: Raw -1134657.130736 + Penalty 2980.499469 = -1131676.631267
  nChanged 303
		SP:Iteration 13Q (14206.020000 sec): 3 clusters
  Score: Raw -1134817.100987 + Penalty 2980.499469 = -1131836.601518
  nChanged 288
		SP:Iteration 14Q (14206.040000 sec): 3 clusters
  Score: Raw -1134974.911586 + Penalty 2980.499469 = -1131994.412117
  nChanged 281
		SP:Iteration 15Q (14206.070000 sec): 3 clusters
  Score: Raw -1135123.480564 + Penalty 2980.499469 = -1132142.981095
  nChanged 290
		SP:Iteration 16Q (14206.090000 sec): 3 clusters
  Score: Raw -1135286.954909 + Penalty 2980.499469 = -1132306.455440
  nChanged 277
		SP:Iteration 17Q (14206.110000 sec): 3 clusters
  Score: Raw -1135460.018783 + Penalty 2980.499469 = -1132479.519314
  nChanged 236
		SP:Iteration 18Q (14206.130000 sec): 3 clusters
  Score: Raw -1135603.300550 + Penalty 2980.499469 = -1132622.801081
  nChanged 190
		SP:Iteration 19Q (14206.160000 sec): 3 clusters
  Score: Raw -1135724.822091 + Penalty 2980.499469 = -1132744.322622
  nChanged 166
		SP:Iteration 20F (14206.180000 sec): 3 clusters
  Score: Raw -1135824.657209 + Penalty 2980.499469 = -1132844.157740
  nChanged 126
		SP:Iteration 21Q (14206.200000 sec): 3 clusters
  Score: Raw -1135896.799929 + Penalty 2980.499469 = -1132916.300460
  nChanged 100
		SP:Iteration 22Q (14206.220000 sec): 3 clusters
  Score: Raw -1135954.571300 + Penalty 2980.499469 = -1132974.071831
  nChanged 80
		SP:Iteration 23Q (14206.240000 sec): 3 clusters
  Score: Raw -1136001.868063 + Penalty 2980.499469 = -1133021.368594
  nChanged 64
		SP:Iteration 24Q (14206.260000 sec): 3 clusters
  Score: Raw -1136041.364677 + Penalty 2980.499469 = -1133060.865209
  nChanged 62
		SP:Iteration 25Q (14206.280000 sec): 3 clusters
  Score: Raw -1136082.727831 + Penalty 2980.499469 = -1133102.228362
  nChanged 47
		SP:Iteration 26Q (14206.300000 sec): 3 clusters
  Score: Raw -1136111.951215 + Penalty 2980.499469 = -1133131.451746
  nChanged 48
		SP:Iteration 27Q (14206.310000 sec): 3 clusters
  Score: Raw -1136151.826935 + Penalty 2980.499469 = -1133171.327466
  nChanged 38
		SP:Iteration 28Q (14206.330000 sec): 3 clusters
  Score: Raw -1136178.852621 + Penalty 2980.499469 = -1133198.353152
  nChanged 27
		SP:Iteration 29Q (14206.350000 sec): 3 clusters
  Score: Raw -1136199.073370 + Penalty 2980.499469 = -1133218.573901
  nChanged 24
		SP:Iteration 30Q (14206.370000 sec): 3 clusters
  Score: Raw -1136221.943697 + Penalty 2980.499469 = -1133241.444228
  nChanged 18
		SP:Iteration 31Q (14206.380000 sec): 3 clusters
  Score: Raw -1136234.796145 + Penalty 2980.499469 = -1133254.296676
  nChanged 12
		SP:Iteration 32Q (14206.400000 sec): 3 clusters
  Score: Raw -1136245.474366 + Penalty 2980.499469 = -1133264.974897
  nChanged 14
		SP:Iteration 33Q (14206.420000 sec): 3 clusters
  Score: Raw -1136259.451357 + Penalty 2980.499469 = -1133278.951888
  nChanged 16
		SP:Iteration 34Q (14206.440000 sec): 3 clusters
  Score: Raw -1136272.508039 + Penalty 2980.499469 = -1133292.008570
  nChanged 9
		SP:Iteration 35Q (14206.460000 sec): 3 clusters
  Score: Raw -1136281.033419 + Penalty 2980.499469 = -1133300.533950
  nChanged 9
		SP:Iteration 36Q (14206.480000 sec): 3 clusters
  Score: Raw -1136287.812828 + Penalty 2980.499469 = -1133307.313359
  nChanged 2
		SP:Iteration 37Q (14206.490000 sec): 3 clusters
  Score: Raw -1136291.142335 + Penalty 2980.499469 = -1133310.642866
  nChanged 3
		SP:Iteration 38Q (14206.510000 sec): 3 clusters
  Score: Raw -1136294.699899 + Penalty 2980.499469 = -1133314.200430
  nChanged 9
		SP:Iteration 39Q (14206.530000 sec): 3 clusters
  Score: Raw -1136300.546930 + Penalty 2980.499469 = -1133320.047461
  nChanged 5
		SP:Iteration 40F (14206.550000 sec): 3 clusters
  Score: Raw -1136304.139151 + Penalty 2980.499469 = -1133323.639682
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14206.580000 sec): 2 clusters
  Score: Raw -793989.495819 + Penalty 1435.532417 = -792553.963402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14206.590000 sec): 3 clusters
  Score: Raw -790227.039952 + Penalty 2871.064833 = -787355.975119
  nChanged 2917
		SP:Iteration 1F (14206.610000 sec): 3 clusters
  Score: Raw -791817.818685 + Penalty 2871.064833 = -788946.753851
  nChanged 472
		SP:Iteration 2F (14206.630000 sec): 3 clusters
  Score: Raw -792068.675858 + Penalty 2871.064833 = -789197.611024
  nChanged 398
		SP:Iteration 3F (14206.640000 sec): 3 clusters
  Score: Raw -792262.537274 + Penalty 2871.064833 = -789391.472441
  nChanged 293
		SP:Iteration 4Q (14206.660000 sec): 3 clusters
  Score: Raw -792418.606518 + Penalty 2871.064833 = -789547.541684
  nChanged 265
		SP:Iteration 5Q (14206.680000 sec): 3 clusters
  Score: Raw -792549.276124 + Penalty 2871.064833 = -789678.211291
  nChanged 253
		SP:Iteration 6Q (14206.700000 sec): 3 clusters
  Score: Raw -792659.421341 + Penalty 2871.064833 = -789788.356507
  nChanged 231
		SP:Iteration 7Q (14206.710000 sec): 3 clusters
  Score: Raw -792758.545568 + Penalty 2871.064833 = -789887.480735
  nChanged 212
		SP:Iteration 8Q (14206.730000 sec): 3 clusters
  Score: Raw -792849.699922 + Penalty 2871.064833 = -789978.635088
  nChanged 212
		SP:Iteration 9Q (14206.750000 sec): 3 clusters
  Score: Raw -792937.498757 + Penalty 2871.064833 = -790066.433924
  nChanged 216
		SP:Iteration 10Q (14206.760000 sec): 3 clusters
  Score: Raw -793037.529728 + Penalty 2871.064833 = -790166.464895
  nChanged 192
		SP:Iteration 11Q (14206.780000 sec): 3 clusters
  Score: Raw -793128.435464 + Penalty 2871.064833 = -790257.370631
  nChanged 206
		SP:Iteration 12Q (14206.800000 sec): 3 clusters
  Score: Raw -793230.206669 + Penalty 2871.064833 = -790359.141836
  nChanged 192
		SP:Iteration 13Q (14206.820000 sec): 3 clusters
  Score: Raw -793332.664616 + Penalty 2871.064833 = -790461.599783
  nChanged 184
		SP:Iteration 14Q (14206.840000 sec): 3 clusters
  Score: Raw -793443.585553 + Penalty 2871.064833 = -790572.520720
  nChanged 194
		SP:Iteration 15Q (14206.850000 sec): 3 clusters
  Score: Raw -793559.080106 + Penalty 2871.064833 = -790688.015273
  nChanged 169
		SP:Iteration 16Q (14206.870000 sec): 3 clusters
  Score: Raw -793649.362724 + Penalty 2871.064833 = -790778.297891
  nChanged 144
		SP:Iteration 17Q (14206.880000 sec): 3 clusters
  Score: Raw -793731.302372 + Penalty 2871.064833 = -790860.237539
  nChanged 124
		SP:Iteration 18Q (14206.900000 sec): 3 clusters
  Score: Raw -793801.135310 + Penalty 2871.064833 = -790930.070477
  nChanged 118
		SP:Iteration 19Q (14206.920000 sec): 3 clusters
  Score: Raw -793879.426542 + Penalty 2871.064833 = -791008.361708
  nChanged 118
		SP:Iteration 20F (14206.940000 sec): 3 clusters
  Score: Raw -793948.063786 + Penalty 2871.064833 = -791076.998953
  nChanged 106
		SP:Iteration 21Q (14206.950000 sec): 3 clusters
  Score: Raw -794006.552464 + Penalty 2871.064833 = -791135.487630
  nChanged 84
		SP:Iteration 22Q (14206.970000 sec): 3 clusters
  Score: Raw -794047.126689 + Penalty 2871.064833 = -791176.061856
  nChanged 60
		SP:Iteration 23Q (14206.980000 sec): 3 clusters
  Score: Raw -794073.486148 + Penalty 2871.064833 = -791202.421314
  nChanged 54
		SP:Iteration 24Q (14207.000000 sec): 3 clusters
  Score: Raw -794098.237104 + Penalty 2871.064833 = -791227.172271
  nChanged 48
		SP:Iteration 25Q (14207.020000 sec): 3 clusters
  Score: Raw -794120.152663 + Penalty 2871.064833 = -791249.087829
  nChanged 40
		SP:Iteration 26Q (14207.030000 sec): 3 clusters
  Score: Raw -794140.447522 + Penalty 2871.064833 = -791269.382689
  nChanged 48
		SP:Iteration 27Q (14207.050000 sec): 3 clusters
  Score: Raw -794160.928612 + Penalty 2871.064833 = -791289.863779
  nChanged 36
		SP:Iteration 28Q (14207.060000 sec): 3 clusters
  Score: Raw -794175.838005 + Penalty 2871.064833 = -791304.773172
  nChanged 36
		SP:Iteration 29Q (14207.080000 sec): 3 clusters
  Score: Raw -794192.923739 + Penalty 2871.064833 = -791321.858906
  nChanged 42
		SP:Iteration 30Q (14207.090000 sec): 3 clusters
  Score: Raw -794212.865574 + Penalty 2871.064833 = -791341.800740
  nChanged 37
		SP:Iteration 31Q (14207.110000 sec): 3 clusters
  Score: Raw -794229.097842 + Penalty 2871.064833 = -791358.033008
  nChanged 30
		SP:Iteration 32Q (14207.120000 sec): 3 clusters
  Score: Raw -794241.933540 + Penalty 2871.064833 = -791370.868707
  nChanged 27
		SP:Iteration 33Q (14207.140000 sec): 3 clusters
  Score: Raw -794253.568624 + Penalty 2871.064833 = -791382.503791
  nChanged 32
		SP:Iteration 34Q (14207.150000 sec): 3 clusters
  Score: Raw -794269.132444 + Penalty 2871.064833 = -791398.067611
  nChanged 27
		SP:Iteration 35Q (14207.160000 sec): 3 clusters
  Score: Raw -794285.301109 + Penalty 2871.064833 = -791414.236276
  nChanged 34
		SP:Iteration 36Q (14207.180000 sec): 3 clusters
  Score: Raw -794312.895174 + Penalty 2871.064833 = -791441.830341
  nChanged 40
		SP:Iteration 37Q (14207.190000 sec): 3 clusters
  Score: Raw -794339.295273 + Penalty 2871.064833 = -791468.230439
  nChanged 32
		SP:Iteration 38Q (14207.210000 sec): 3 clusters
  Score: Raw -794357.350323 + Penalty 2871.064833 = -791486.285490
  nChanged 34
		SP:Iteration 39Q (14207.220000 sec): 3 clusters
  Score: Raw -794380.048384 + Penalty 2871.064833 = -791508.983551
  nChanged 25
		SP:Iteration 40F (14207.240000 sec): 3 clusters
  Score: Raw -794396.752294 + Penalty 2871.064833 = -791525.687460
  nChanged 19
		SP:Iteration 41Q (14207.250000 sec): 3 clusters
  Score: Raw -794406.668010 + Penalty 2871.064833 = -791535.603177
  nChanged 15
		SP:Iteration 42Q (14207.270000 sec): 3 clusters
  Score: Raw -794413.701360 + Penalty 2871.064833 = -791542.636527
  nChanged 12
		SP:Iteration 43Q (14207.280000 sec): 3 clusters
  Score: Raw -794418.141659 + Penalty 2871.064833 = -791547.076826
  nChanged 8
		SP:Iteration 44Q (14207.300000 sec): 3 clusters
  Score: Raw -794422.158163 + Penalty 2871.064833 = -791551.093329
  nChanged 7
		SP:Iteration 45Q (14207.310000 sec): 3 clusters
  Score: Raw -794425.550682 + Penalty 2871.064833 = -791554.485849
  nChanged 7
		SP:Iteration 46Q (14207.320000 sec): 3 clusters
  Score: Raw -794427.322947 + Penalty 2871.064833 = -791556.258113
  nChanged 0
		SP:Iteration 47F (14207.340000 sec): 3 clusters
  Score: Raw -794427.322947 + Penalty 2871.064833 = -791556.258113
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14207.350000 sec): 2 clusters
  Score: Raw -12016.309195 + Penalty 775.236251 = -11241.072943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14207.350000 sec): 3 clusters
  Score: Raw -12263.121710 + Penalty 1550.472503 = -10712.649207
  nChanged 14
		SP:Iteration 1F (14207.350000 sec): 3 clusters
  Score: Raw -12341.725314 + Penalty 1550.472503 = -10791.252811
  nChanged 4
		SP:Iteration 2Q (14207.350000 sec): 3 clusters
  Score: Raw -12358.115796 + Penalty 1550.472503 = -10807.643293
  nChanged 0
		SP:Iteration 3F (14207.350000 sec): 3 clusters
  Score: Raw -12358.115796 + Penalty 1550.472503 = -10807.643293
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (11932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14207.390000 sec): 2 clusters
  Score: Raw -1411307.446774 + Penalty 1525.384111 = -1409782.062662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14207.420000 sec): 3 clusters
  Score: Raw -1404435.031629 + Penalty 3050.768222 = -1401384.263407
  nChanged 5182
		SP:Iteration 1F (14207.450000 sec): 3 clusters
  Score: Raw -1407244.626476 + Penalty 3050.768222 = -1404193.858254
  nChanged 676
		SP:Iteration 2F (14207.480000 sec): 3 clusters
  Score: Raw -1407523.690557 + Penalty 3050.768222 = -1404472.922335
  nChanged 571
		SP:Iteration 3Q (14207.510000 sec): 3 clusters
  Score: Raw -1407776.776194 + Penalty 3050.768222 = -1404726.007972
  nChanged 583
		SP:Iteration 4Q (14207.540000 sec): 3 clusters
  Score: Raw -1408068.025413 + Penalty 3050.768222 = -1405017.257191
  nChanged 618
		SP:Iteration 5F (14207.570000 sec): 3 clusters
  Score: Raw -1408443.182255 + Penalty 3050.768222 = -1405392.414033
  nChanged 650
		SP:Iteration 6F (14207.600000 sec): 3 clusters
  Score: Raw -1408898.680990 + Penalty 3050.768222 = -1405847.912767
  nChanged 679
		SP:Iteration 7F (14207.630000 sec): 3 clusters
  Score: Raw -1409375.379855 + Penalty 3050.768222 = -1406324.611633
  nChanged 630
		SP:Iteration 8F (14207.660000 sec): 3 clusters
  Score: Raw -1409807.139086 + Penalty 3050.768222 = -1406756.370864
  nChanged 547
		SP:Iteration 9Q (14207.690000 sec): 3 clusters
  Score: Raw -1410148.119514 + Penalty 3050.768222 = -1407097.351292
  nChanged 412
		SP:Iteration 10Q (14207.720000 sec): 3 clusters
  Score: Raw -1410349.909833 + Penalty 3050.768222 = -1407299.141611
  nChanged 286
		SP:Iteration 11Q (14207.750000 sec): 3 clusters
  Score: Raw -1410453.983537 + Penalty 3050.768222 = -1407403.215315
  nChanged 208
		SP:Iteration 12Q (14207.780000 sec): 3 clusters
  Score: Raw -1410510.192541 + Penalty 3050.768222 = -1407459.424319
  nChanged 130
		SP:Iteration 13Q (14207.800000 sec): 3 clusters
  Score: Raw -1410538.282395 + Penalty 3050.768222 = -1407487.514173
  nChanged 90
		SP:Iteration 14Q (14207.840000 sec): 3 clusters
  Score: Raw -1410553.273087 + Penalty 3050.768222 = -1407502.504865
  nChanged 53
		SP:Iteration 15Q (14207.860000 sec): 3 clusters
  Score: Raw -1410562.225472 + Penalty 3050.768222 = -1407511.457250
  nChanged 50
		SP:Iteration 16Q (14207.890000 sec): 3 clusters
  Score: Raw -1410569.713399 + Penalty 3050.768222 = -1407518.945177
  nChanged 45
		SP:Iteration 17Q (14207.920000 sec): 3 clusters
  Score: Raw -1410577.521239 + Penalty 3050.768222 = -1407526.753016
  nChanged 40
		SP:Iteration 18Q (14207.950000 sec): 3 clusters
  Score: Raw -1410584.318144 + Penalty 3050.768222 = -1407533.549922
  nChanged 39
		SP:Iteration 19Q (14207.980000 sec): 3 clusters
  Score: Raw -1410591.071648 + Penalty 3050.768222 = -1407540.303426
  nChanged 40
		SP:Iteration 20F (14208.010000 sec): 3 clusters
  Score: Raw -1410597.430056 + Penalty 3050.768222 = -1407546.661833
  nChanged 37
		SP:Iteration 21Q (14208.040000 sec): 3 clusters
  Score: Raw -1410603.197571 + Penalty 3050.768222 = -1407552.429349
  nChanged 35
		SP:Iteration 22Q (14208.060000 sec): 3 clusters
  Score: Raw -1410609.238756 + Penalty 3050.768222 = -1407558.470533
  nChanged 40
		SP:Iteration 23Q (14208.090000 sec): 3 clusters
  Score: Raw -1410616.022151 + Penalty 3050.768222 = -1407565.253928
  nChanged 31
		SP:Iteration 24Q (14208.120000 sec): 3 clusters
  Score: Raw -1410621.951405 + Penalty 3050.768222 = -1407571.183183
  nChanged 44
		SP:Iteration 25Q (14208.150000 sec): 3 clusters
  Score: Raw -1410628.038312 + Penalty 3050.768222 = -1407577.270089
  nChanged 42
		SP:Iteration 26Q (14208.180000 sec): 3 clusters
  Score: Raw -1410633.685071 + Penalty 3050.768222 = -1407582.916849
  nChanged 40
		SP:Iteration 27Q (14208.210000 sec): 3 clusters
  Score: Raw -1410639.536761 + Penalty 3050.768222 = -1407588.768539
  nChanged 46
		SP:Iteration 28Q (14208.240000 sec): 3 clusters
  Score: Raw -1410646.476702 + Penalty 3050.768222 = -1407595.708480
  nChanged 45
		SP:Iteration 29Q (14208.260000 sec): 3 clusters
  Score: Raw -1410653.631708 + Penalty 3050.768222 = -1407602.863486
  nChanged 35
		SP:Iteration 30Q (14208.290000 sec): 3 clusters
  Score: Raw -1410660.338182 + Penalty 3050.768222 = -1407609.569959
  nChanged 42
		SP:Iteration 31Q (14208.320000 sec): 3 clusters
  Score: Raw -1410667.991409 + Penalty 3050.768222 = -1407617.223187
  nChanged 47
		SP:Iteration 32Q (14208.350000 sec): 3 clusters
  Score: Raw -1410677.545263 + Penalty 3050.768222 = -1407626.777041
  nChanged 53
		SP:Iteration 33Q (14208.380000 sec): 3 clusters
  Score: Raw -1410687.338825 + Penalty 3050.768222 = -1407636.570603
  nChanged 46
		SP:Iteration 34Q (14208.400000 sec): 3 clusters
  Score: Raw -1410697.375773 + Penalty 3050.768222 = -1407646.607551
  nChanged 65
		SP:Iteration 35Q (14208.430000 sec): 3 clusters
  Score: Raw -1410709.854842 + Penalty 3050.768222 = -1407659.086619
  nChanged 53
		SP:Iteration 36Q (14208.460000 sec): 3 clusters
  Score: Raw -1410719.242511 + Penalty 3050.768222 = -1407668.474289
  nChanged 53
		SP:Iteration 37Q (14208.490000 sec): 3 clusters
  Score: Raw -1410730.940310 + Penalty 3050.768222 = -1407680.172087
  nChanged 52
		SP:Iteration 38Q (14208.520000 sec): 3 clusters
  Score: Raw -1410741.375998 + Penalty 3050.768222 = -1407690.607775
  nChanged 66
		SP:Iteration 39Q (14208.540000 sec): 3 clusters
  Score: Raw -1410755.304009 + Penalty 3050.768222 = -1407704.535786
  nChanged 49
		SP:Iteration 40F (14208.580000 sec): 3 clusters
  Score: Raw -1410765.504071 + Penalty 3050.768222 = -1407714.735849
  nChanged 54
		SP:Iteration 41Q (14208.600000 sec): 3 clusters
  Score: Raw -1410774.801470 + Penalty 3050.768222 = -1407724.033247
  nChanged 58
		SP:Iteration 42Q (14208.630000 sec): 3 clusters
  Score: Raw -1410787.567491 + Penalty 3050.768222 = -1407736.799269
  nChanged 60
		SP:Iteration 43Q (14208.660000 sec): 3 clusters
  Score: Raw -1410801.052963 + Penalty 3050.768222 = -1407750.284741
  nChanged 59
		SP:Iteration 44Q (14208.690000 sec): 3 clusters
  Score: Raw -1410812.472822 + Penalty 3050.768222 = -1407761.704599
  nChanged 56
		SP:Iteration 45Q (14208.720000 sec): 3 clusters
  Score: Raw -1410824.807433 + Penalty 3050.768222 = -1407774.039211
  nChanged 48
		SP:Iteration 46Q (14208.740000 sec): 3 clusters
  Score: Raw -1410836.704334 + Penalty 3050.768222 = -1407785.936112
  nChanged 57
		SP:Iteration 47Q (14208.770000 sec): 3 clusters
  Score: Raw -1410851.735795 + Penalty 3050.768222 = -1407800.967573
  nChanged 65
		SP:Iteration 48Q (14208.800000 sec): 3 clusters
  Score: Raw -1410869.546681 + Penalty 3050.768222 = -1407818.778458
  nChanged 53
		SP:Iteration 49Q (14208.820000 sec): 3 clusters
  Score: Raw -1410882.159472 + Penalty 3050.768222 = -1407831.391250
  nChanged 54
		SP:Iteration 50Q (14208.850000 sec): 3 clusters
  Score: Raw -1410893.192934 + Penalty 3050.768222 = -1407842.424712
  nChanged 46
		SP:Iteration 51Q (14208.880000 sec): 3 clusters
  Score: Raw -1410904.793684 + Penalty 3050.768222 = -1407854.025461
  nChanged 61
		SP:Iteration 52Q (14208.910000 sec): 3 clusters
  Score: Raw -1410919.657958 + Penalty 3050.768222 = -1407868.889735
  nChanged 55
		SP:Iteration 53Q (14208.940000 sec): 3 clusters
  Score: Raw -1410934.350643 + Penalty 3050.768222 = -1407883.582420
  nChanged 58
		SP:Iteration 54Q (14208.960000 sec): 3 clusters
  Score: Raw -1410948.419354 + Penalty 3050.768222 = -1407897.651132
  nChanged 57
		SP:Iteration 55Q (14208.990000 sec): 3 clusters
  Score: Raw -1410960.396204 + Penalty 3050.768222 = -1407909.627982
  nChanged 65
		SP:Iteration 56Q (14209.020000 sec): 3 clusters
  Score: Raw -1410974.270736 + Penalty 3050.768222 = -1407923.502513
  nChanged 54
		SP:Iteration 57Q (14209.040000 sec): 3 clusters
  Score: Raw -1410986.519260 + Penalty 3050.768222 = -1407935.751037
  nChanged 51
		SP:Iteration 58Q (14209.070000 sec): 3 clusters
  Score: Raw -1410997.444091 + Penalty 3050.768222 = -1407946.675868
  nChanged 44
		SP:Iteration 59Q (14209.100000 sec): 3 clusters
  Score: Raw -1411007.372973 + Penalty 3050.768222 = -1407956.604751
  nChanged 58
		SP:Iteration 60F (14209.130000 sec): 3 clusters
  Score: Raw -1411023.408013 + Penalty 3050.768222 = -1407972.639791
  nChanged 54
		SP:Iteration 61Q (14209.160000 sec): 3 clusters
  Score: Raw -1411034.901423 + Penalty 3050.768222 = -1407984.133201
  nChanged 45
		SP:Iteration 62Q (14209.180000 sec): 3 clusters
  Score: Raw -1411042.720044 + Penalty 3050.768222 = -1407991.951822
  nChanged 29
		SP:Iteration 63Q (14209.210000 sec): 3 clusters
  Score: Raw -1411047.868946 + Penalty 3050.768222 = -1407997.100724
  nChanged 34
		SP:Iteration 64Q (14209.240000 sec): 3 clusters
  Score: Raw -1411053.694499 + Penalty 3050.768222 = -1408002.926276
  nChanged 29
		SP:Iteration 65Q (14209.270000 sec): 3 clusters
  Score: Raw -1411059.862295 + Penalty 3050.768222 = -1408009.094073
  nChanged 28
		SP:Iteration 66Q (14209.300000 sec): 3 clusters
  Score: Raw -1411066.045572 + Penalty 3050.768222 = -1408015.277350
  nChanged 36
		SP:Iteration 67Q (14209.320000 sec): 3 clusters
  Score: Raw -1411073.405556 + Penalty 3050.768222 = -1408022.637334
  nChanged 35
		SP:Iteration 68Q (14209.350000 sec): 3 clusters
  Score: Raw -1411080.036475 + Penalty 3050.768222 = -1408029.268253
  nChanged 28
		SP:Iteration 69Q (14209.380000 sec): 3 clusters
  Score: Raw -1411086.022001 + Penalty 3050.768222 = -1408035.253778
  nChanged 37
		SP:Iteration 70Q (14209.400000 sec): 3 clusters
  Score: Raw -1411095.742883 + Penalty 3050.768222 = -1408044.974660
  nChanged 39
		SP:Iteration 71Q (14209.430000 sec): 3 clusters
  Score: Raw -1411104.886163 + Penalty 3050.768222 = -1408054.117940
  nChanged 43
		SP:Iteration 72Q (14209.460000 sec): 3 clusters
  Score: Raw -1411117.280975 + Penalty 3050.768222 = -1408066.512753
  nChanged 51
		SP:Iteration 73Q (14209.480000 sec): 3 clusters
  Score: Raw -1411130.561329 + Penalty 3050.768222 = -1408079.793107
  nChanged 47
		SP:Iteration 74Q (14209.510000 sec): 3 clusters
  Score: Raw -1411141.421810 + Penalty 3050.768222 = -1408090.653588
  nChanged 32
		SP:Iteration 75Q (14209.540000 sec): 3 clusters
  Score: Raw -1411147.639291 + Penalty 3050.768222 = -1408096.871068
  nChanged 29
		SP:Iteration 76Q (14209.560000 sec): 3 clusters
  Score: Raw -1411152.487480 + Penalty 3050.768222 = -1408101.719258
  nChanged 25
		SP:Iteration 77Q (14209.590000 sec): 3 clusters
  Score: Raw -1411157.616914 + Penalty 3050.768222 = -1408106.848691
  nChanged 27
		SP:Iteration 78Q (14209.610000 sec): 3 clusters
  Score: Raw -1411163.016277 + Penalty 3050.768222 = -1408112.248055
  nChanged 17
		SP:Iteration 79Q (14209.640000 sec): 3 clusters
  Score: Raw -1411166.454177 + Penalty 3050.768222 = -1408115.685954
  nChanged 20
		SP:Iteration 80F (14209.670000 sec): 3 clusters
  Score: Raw -1411170.636197 + Penalty 3050.768222 = -1408119.867975
  nChanged 22
		SP:Iteration 81Q (14209.700000 sec): 3 clusters
  Score: Raw -1411175.779933 + Penalty 3050.768222 = -1408125.011710
  nChanged 26
		SP:Iteration 82Q (14209.720000 sec): 3 clusters
  Score: Raw -1411180.680908 + Penalty 3050.768222 = -1408129.912686
  nChanged 21
		SP:Iteration 83Q (14209.750000 sec): 3 clusters
  Score: Raw -1411184.023442 + Penalty 3050.768222 = -1408133.255220
  nChanged 20
		SP:Iteration 84Q (14209.770000 sec): 3 clusters
  Score: Raw -1411186.769149 + Penalty 3050.768222 = -1408136.000927
  nChanged 16
		SP:Iteration 85Q (14209.800000 sec): 3 clusters
  Score: Raw -1411189.851623 + Penalty 3050.768222 = -1408139.083400
  nChanged 26
		SP:Iteration 86Q (14209.820000 sec): 3 clusters
  Score: Raw -1411194.052939 + Penalty 3050.768222 = -1408143.284716
  nChanged 18
		SP:Iteration 87Q (14209.850000 sec): 3 clusters
  Score: Raw -1411196.611623 + Penalty 3050.768222 = -1408145.843400
  nChanged 14
		SP:Iteration 88Q (14209.870000 sec): 3 clusters
  Score: Raw -1411198.679204 + Penalty 3050.768222 = -1408147.910981
  nChanged 12
		SP:Iteration 89Q (14209.900000 sec): 3 clusters
  Score: Raw -1411200.744768 + Penalty 3050.768222 = -1408149.976546
  nChanged 18
		SP:Iteration 90Q (14209.920000 sec): 3 clusters
  Score: Raw -1411204.479250 + Penalty 3050.768222 = -1408153.711028
  nChanged 20
		SP:Iteration 91Q (14209.950000 sec): 3 clusters
  Score: Raw -1411208.788279 + Penalty 3050.768222 = -1408158.020057
  nChanged 20
		SP:Iteration 92Q (14209.980000 sec): 3 clusters
  Score: Raw -1411213.436369 + Penalty 3050.768222 = -1408162.668147
  nChanged 15
		SP:Iteration 93Q (14210.000000 sec): 3 clusters
  Score: Raw -1411215.873859 + Penalty 3050.768222 = -1408165.105636
  nChanged 7
		SP:Iteration 94Q (14210.030000 sec): 3 clusters
  Score: Raw -1411217.126910 + Penalty 3050.768222 = -1408166.358688
  nChanged 12
		SP:Iteration 95Q (14210.050000 sec): 3 clusters
  Score: Raw -1411218.714643 + Penalty 3050.768222 = -1408167.946421
  nChanged 2
		SP:Iteration 96Q (14210.080000 sec): 3 clusters
  Score: Raw -1411219.040629 + Penalty 3050.768222 = -1408168.272407
  nChanged 1
		SP:Iteration 97Q (14210.100000 sec): 3 clusters
  Score: Raw -1411219.525950 + Penalty 3050.768222 = -1408168.757728
  nChanged 2
		SP:Iteration 98Q (14210.130000 sec): 3 clusters
  Score: Raw -1411219.750181 + Penalty 3050.768222 = -1408168.981958
  nChanged 0
		SP:Iteration 99F (14210.160000 sec): 3 clusters
  Score: Raw -1411219.750181 + Penalty 3050.768222 = -1408168.981958
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14210.180000 sec): 2 clusters
  Score: Raw -452285.581124 + Penalty 1350.522348 = -450935.058776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14210.190000 sec): 3 clusters
  Score: Raw -450229.773741 + Penalty 2701.044696 = -447528.729045
  nChanged 1622
		SP:Iteration 1F (14210.200000 sec): 3 clusters
  Score: Raw -451183.295443 + Penalty 2701.044696 = -448482.250747
  nChanged 320
		SP:Iteration 2F (14210.210000 sec): 3 clusters
  Score: Raw -451364.872876 + Penalty 2701.044696 = -448663.828180
  nChanged 233
		SP:Iteration 3F (14210.220000 sec): 3 clusters
  Score: Raw -451481.687827 + Penalty 2701.044696 = -448780.643131
  nChanged 169
		SP:Iteration 4Q (14210.230000 sec): 3 clusters
  Score: Raw -451562.346293 + Penalty 2701.044696 = -448861.301597
  nChanged 156
		SP:Iteration 5Q (14210.240000 sec): 3 clusters
  Score: Raw -451643.349396 + Penalty 2701.044696 = -448942.304700
  nChanged 149
		SP:Iteration 6Q (14210.250000 sec): 3 clusters
  Score: Raw -451717.888670 + Penalty 2701.044696 = -449016.843974
  nChanged 140
		SP:Iteration 7Q (14210.260000 sec): 3 clusters
  Score: Raw -451791.923040 + Penalty 2701.044696 = -449090.878343
  nChanged 135
		SP:Iteration 8Q (14210.270000 sec): 3 clusters
  Score: Raw -451865.322612 + Penalty 2701.044696 = -449164.277916
  nChanged 134
		SP:Iteration 9Q (14210.280000 sec): 3 clusters
  Score: Raw -451951.341923 + Penalty 2701.044696 = -449250.297227
  nChanged 132
		SP:Iteration 10Q (14210.290000 sec): 3 clusters
  Score: Raw -452033.651947 + Penalty 2701.044696 = -449332.607251
  nChanged 142
		SP:Iteration 11Q (14210.300000 sec): 3 clusters
  Score: Raw -452127.987518 + Penalty 2701.044696 = -449426.942822
  nChanged 133
		SP:Iteration 12Q (14210.310000 sec): 3 clusters
  Score: Raw -452225.297820 + Penalty 2701.044696 = -449524.253124
  nChanged 125
		SP:Iteration 13Q (14210.320000 sec): 3 clusters
  Score: Raw -452322.545243 + Penalty 2701.044696 = -449621.500547
  nChanged 107
		SP:Iteration 14Q (14210.330000 sec): 3 clusters
  Score: Raw -452402.531600 + Penalty 2701.044696 = -449701.486904
  nChanged 95
		SP:Iteration 15Q (14210.340000 sec): 3 clusters
  Score: Raw -452472.708945 + Penalty 2701.044696 = -449771.664249
  nChanged 80
		SP:Iteration 16Q (14210.350000 sec): 3 clusters
  Score: Raw -452536.980413 + Penalty 2701.044696 = -449835.935717
  nChanged 51
		SP:Iteration 17Q (14210.360000 sec): 3 clusters
  Score: Raw -452580.626060 + Penalty 2701.044696 = -449879.581364
  nChanged 47
		SP:Iteration 18Q (14210.370000 sec): 3 clusters
  Score: Raw -452620.666238 + Penalty 2701.044696 = -449919.621542
  nChanged 35
		SP:Iteration 19Q (14210.380000 sec): 3 clusters
  Score: Raw -452650.401673 + Penalty 2701.044696 = -449949.356977
  nChanged 25
		SP:Iteration 20F (14210.390000 sec): 3 clusters
  Score: Raw -452676.764266 + Penalty 2701.044696 = -449975.719570
  nChanged 15
		SP:Iteration 21Q (14210.400000 sec): 3 clusters
  Score: Raw -452692.938163 + Penalty 2701.044696 = -449991.893466
  nChanged 18
		SP:Iteration 22Q (14210.410000 sec): 3 clusters
  Score: Raw -452710.771456 + Penalty 2701.044696 = -450009.726760
  nChanged 13
		SP:Iteration 23Q (14210.420000 sec): 3 clusters
  Score: Raw -452724.064151 + Penalty 2701.044696 = -450023.019455
  nChanged 10
		SP:Iteration 24Q (14210.430000 sec): 3 clusters
  Score: Raw -452732.199556 + Penalty 2701.044696 = -450031.154860
  nChanged 5
		SP:Iteration 25Q (14210.440000 sec): 3 clusters
  Score: Raw -452736.974040 + Penalty 2701.044696 = -450035.929343
  nChanged 4
		SP:Iteration 26Q (14210.440000 sec): 3 clusters
  Score: Raw -452739.166605 + Penalty 2701.044696 = -450038.121909
  nChanged 3
		SP:Iteration 27Q (14210.450000 sec): 3 clusters
  Score: Raw -452740.880054 + Penalty 2701.044696 = -450039.835358
  nChanged 1
		SP:Iteration 28Q (14210.460000 sec): 3 clusters
  Score: Raw -452741.567741 + Penalty 2701.044696 = -450040.523045
  nChanged 2
		SP:Iteration 29Q (14210.470000 sec): 3 clusters
  Score: Raw -452741.870805 + Penalty 2701.044696 = -450040.826109
  nChanged 0
		SP:Iteration 30F (14210.480000 sec): 3 clusters
  Score: Raw -452741.870805 + Penalty 2701.044696 = -450040.826109
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14210.500000 sec): 2 clusters
  Score: Raw -309226.492622 + Penalty 1292.870532 = -307933.622090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14210.500000 sec): 3 clusters
  Score: Raw -307886.939017 + Penalty 2585.741064 = -305301.197952
  nChanged 1105
		SP:Iteration 1F (14210.510000 sec): 3 clusters
  Score: Raw -308629.703395 + Penalty 2585.741064 = -306043.962331
  nChanged 255
		SP:Iteration 2F (14210.520000 sec): 3 clusters
  Score: Raw -308847.565776 + Penalty 2585.741064 = -306261.824712
  nChanged 201
		SP:Iteration 3F (14210.520000 sec): 3 clusters
  Score: Raw -309015.978880 + Penalty 2585.741064 = -306430.237816
  nChanged 168
		SP:Iteration 4F (14210.530000 sec): 3 clusters
  Score: Raw -309171.197388 + Penalty 2585.741064 = -306585.456323
  nChanged 155
		SP:Iteration 5F (14210.540000 sec): 3 clusters
  Score: Raw -309333.022494 + Penalty 2585.741064 = -306747.281429
  nChanged 143
		SP:Iteration 6F (14210.540000 sec): 3 clusters
  Score: Raw -309476.129697 + Penalty 2585.741064 = -306890.388633
  nChanged 129
		SP:Iteration 7Q (14210.550000 sec): 3 clusters
  Score: Raw -309619.551524 + Penalty 2585.741064 = -307033.810460
  nChanged 117
		SP:Iteration 8Q (14210.560000 sec): 3 clusters
  Score: Raw -309745.407489 + Penalty 2585.741064 = -307159.666425
  nChanged 98
		SP:Iteration 9Q (14210.560000 sec): 3 clusters
  Score: Raw -309845.538806 + Penalty 2585.741064 = -307259.797742
  nChanged 84
		SP:Iteration 10Q (14210.570000 sec): 3 clusters
  Score: Raw -309936.497145 + Penalty 2585.741064 = -307350.756080
  nChanged 80
		SP:Iteration 11Q (14210.580000 sec): 3 clusters
  Score: Raw -310019.269854 + Penalty 2585.741064 = -307433.528790
  nChanged 77
		SP:Iteration 12Q (14210.580000 sec): 3 clusters
  Score: Raw -310129.025379 + Penalty 2585.741064 = -307543.284315
  nChanged 68
		SP:Iteration 13Q (14210.590000 sec): 3 clusters
  Score: Raw -310223.773890 + Penalty 2585.741064 = -307638.032826
  nChanged 66
		SP:Iteration 14Q (14210.600000 sec): 3 clusters
  Score: Raw -310304.060001 + Penalty 2585.741064 = -307718.318936
  nChanged 50
		SP:Iteration 15Q (14210.600000 sec): 3 clusters
  Score: Raw -310362.161070 + Penalty 2585.741064 = -307776.420005
  nChanged 30
		SP:Iteration 16Q (14210.610000 sec): 3 clusters
  Score: Raw -310386.951816 + Penalty 2585.741064 = -307801.210752
  nChanged 18
		SP:Iteration 17Q (14210.620000 sec): 3 clusters
  Score: Raw -310396.601184 + Penalty 2585.741064 = -307810.860120
  nChanged 11
		SP:Iteration 18Q (14210.620000 sec): 3 clusters
  Score: Raw -310401.156001 + Penalty 2585.741064 = -307815.414937
  nChanged 3
		SP:Iteration 19Q (14210.630000 sec): 3 clusters
  Score: Raw -310401.672291 + Penalty 2585.741064 = -307815.931227
  nChanged 2
		SP:Iteration 20F (14210.630000 sec): 3 clusters
  Score: Raw -310402.939361 + Penalty 2585.741064 = -307817.198297
  nChanged 3
		SP:Iteration 21Q (14210.640000 sec): 3 clusters
  Score: Raw -310404.162117 + Penalty 2585.741064 = -307818.421053
  nChanged 1
		SP:Iteration 22Q (14210.640000 sec): 3 clusters
  Score: Raw -310404.368570 + Penalty 2585.741064 = -307818.627506
  nChanged 0
		SP:Iteration 23F (14210.650000 sec): 3 clusters
  Score: Raw -310404.368570 + Penalty 2585.741064 = -307818.627506
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14210.660000 sec): 2 clusters
  Score: Raw -191958.704914 + Penalty 1216.483550 = -190742.221363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14210.670000 sec): 3 clusters
  Score: Raw -191220.248951 + Penalty 2432.967101 = -188787.281850
  nChanged 622
		SP:Iteration 1F (14210.670000 sec): 3 clusters
  Score: Raw -191718.460690 + Penalty 2432.967101 = -189285.493589
  nChanged 177
		SP:Iteration 2F (14210.680000 sec): 3 clusters
  Score: Raw -191911.059550 + Penalty 2432.967101 = -189478.092449
  nChanged 124
		SP:Iteration 3F (14210.680000 sec): 3 clusters
  Score: Raw -192007.726341 + Penalty 2432.967101 = -189574.759240
  nChanged 78
		SP:Iteration 4Q (14210.680000 sec): 3 clusters
  Score: Raw -192064.435248 + Penalty 2432.967101 = -189631.468147
  nChanged 53
		SP:Iteration 5Q (14210.690000 sec): 3 clusters
  Score: Raw -192109.951439 + Penalty 2432.967101 = -189676.984338
  nChanged 42
		SP:Iteration 6Q (14210.690000 sec): 3 clusters
  Score: Raw -192143.422901 + Penalty 2432.967101 = -189710.455800
  nChanged 43
		SP:Iteration 7Q (14210.700000 sec): 3 clusters
  Score: Raw -192174.771643 + Penalty 2432.967101 = -189741.804542
  nChanged 32
		SP:Iteration 8Q (14210.700000 sec): 3 clusters
  Score: Raw -192193.017678 + Penalty 2432.967101 = -189760.050578
  nChanged 22
		SP:Iteration 9Q (14210.710000 sec): 3 clusters
  Score: Raw -192205.462315 + Penalty 2432.967101 = -189772.495215
  nChanged 20
		SP:Iteration 10Q (14210.710000 sec): 3 clusters
  Score: Raw -192217.709517 + Penalty 2432.967101 = -189784.742416
  nChanged 16
		SP:Iteration 11Q (14210.720000 sec): 3 clusters
  Score: Raw -192225.573012 + Penalty 2432.967101 = -189792.605911
  nChanged 9
		SP:Iteration 12Q (14210.720000 sec): 3 clusters
  Score: Raw -192230.431818 + Penalty 2432.967101 = -189797.464717
  nChanged 7
		SP:Iteration 13Q (14210.720000 sec): 3 clusters
  Score: Raw -192232.831156 + Penalty 2432.967101 = -189799.864055
  nChanged 5
		SP:Iteration 14Q (14210.730000 sec): 3 clusters
  Score: Raw -192234.527024 + Penalty 2432.967101 = -189801.559924
  nChanged 3
		SP:Iteration 15Q (14210.730000 sec): 3 clusters
  Score: Raw -192236.225781 + Penalty 2432.967101 = -189803.258680
  nChanged 6
		SP:Iteration 16Q (14210.740000 sec): 3 clusters
  Score: Raw -192239.950355 + Penalty 2432.967101 = -189806.983255
  nChanged 5
		SP:Iteration 17Q (14210.740000 sec): 3 clusters
  Score: Raw -192242.225016 + Penalty 2432.967101 = -189809.257915
  nChanged 9
		SP:Iteration 18Q (14210.740000 sec): 3 clusters
  Score: Raw -192245.958526 + Penalty 2432.967101 = -189812.991426
  nChanged 2
		SP:Iteration 19Q (14210.750000 sec): 3 clusters
  Score: Raw -192246.915369 + Penalty 2432.967101 = -189813.948268
  nChanged 3
		SP:Iteration 20F (14210.750000 sec): 3 clusters
  Score: Raw -192248.449403 + Penalty 2432.967101 = -189815.482302
  nChanged 4
		SP:Iteration 21Q (14210.760000 sec): 3 clusters
  Score: Raw -192253.041247 + Penalty 2432.967101 = -189820.074146
  nChanged 6
		SP:Iteration 22Q (14210.760000 sec): 3 clusters
  Score: Raw -192255.200886 + Penalty 2432.967101 = -189822.233785
  nChanged 2
		SP:Iteration 23Q (14210.770000 sec): 3 clusters
  Score: Raw -192255.789168 + Penalty 2432.967101 = -189822.822067
  nChanged 4
		SP:Iteration 24Q (14210.770000 sec): 3 clusters
  Score: Raw -192257.476357 + Penalty 2432.967101 = -189824.509256
  nChanged 2
		SP:Iteration 25Q (14210.780000 sec): 3 clusters
  Score: Raw -192258.819861 + Penalty 2432.967101 = -189825.852761
  nChanged 3
		SP:Iteration 26Q (14210.780000 sec): 3 clusters
  Score: Raw -192260.053390 + Penalty 2432.967101 = -189827.086289
  nChanged 2
		SP:Iteration 27Q (14210.780000 sec): 3 clusters
  Score: Raw -192260.744294 + Penalty 2432.967101 = -189827.777193
  nChanged 3
		SP:Iteration 28Q (14210.790000 sec): 3 clusters
  Score: Raw -192261.523825 + Penalty 2432.967101 = -189828.556724
  nChanged 3
		SP:Iteration 29Q (14210.790000 sec): 3 clusters
  Score: Raw -192263.557007 + Penalty 2432.967101 = -189830.589906
  nChanged 3
		SP:Iteration 30Q (14210.800000 sec): 3 clusters
  Score: Raw -192265.677738 + Penalty 2432.967101 = -189832.710637
  nChanged 5
		SP:Iteration 31Q (14210.800000 sec): 3 clusters
  Score: Raw -192269.557112 + Penalty 2432.967101 = -189836.590011
  nChanged 6
		SP:Iteration 32Q (14210.800000 sec): 3 clusters
  Score: Raw -192271.548395 + Penalty 2432.967101 = -189838.581294
  nChanged 4
		SP:Iteration 33Q (14210.810000 sec): 3 clusters
  Score: Raw -192275.497764 + Penalty 2432.967101 = -189842.530663
  nChanged 6
		SP:Iteration 34Q (14210.810000 sec): 3 clusters
  Score: Raw -192279.098335 + Penalty 2432.967101 = -189846.131235
  nChanged 7
		SP:Iteration 35Q (14210.820000 sec): 3 clusters
  Score: Raw -192282.626409 + Penalty 2432.967101 = -189849.659308
  nChanged 3
		SP:Iteration 36Q (14210.820000 sec): 3 clusters
  Score: Raw -192287.991090 + Penalty 2432.967101 = -189855.023990
  nChanged 6
		SP:Iteration 37Q (14210.820000 sec): 3 clusters
  Score: Raw -192291.291971 + Penalty 2432.967101 = -189858.324870
  nChanged 6
		SP:Iteration 38Q (14210.830000 sec): 3 clusters
  Score: Raw -192296.539309 + Penalty 2432.967101 = -189863.572208
  nChanged 9
		SP:Iteration 39Q (14210.840000 sec): 3 clusters
  Score: Raw -192301.791062 + Penalty 2432.967101 = -189868.823961
  nChanged 6
		SP:Iteration 40F (14210.840000 sec): 3 clusters
  Score: Raw -192307.241363 + Penalty 2432.967101 = -189874.274262
  nChanged 4
		SP:Iteration 41Q (14210.840000 sec): 3 clusters
  Score: Raw -192311.022811 + Penalty 2432.967101 = -189878.055710
  nChanged 5
		SP:Iteration 42Q (14210.850000 sec): 3 clusters
  Score: Raw -192314.661900 + Penalty 2432.967101 = -189881.694799
  nChanged 0
		SP:Iteration 43F (14210.850000 sec): 3 clusters
  Score: Raw -192314.661900 + Penalty 2432.967101 = -189881.694799
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14210.890000 sec): 2 clusters
  Score: Raw -1421530.699675 + Penalty 1531.793092 = -1419998.906583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14210.920000 sec): 3 clusters
  Score: Raw -1414283.930095 + Penalty 3063.586183 = -1411220.343912
  nChanged 5470
		SP:Iteration 1F (14210.950000 sec): 3 clusters
  Score: Raw -1417320.133188 + Penalty 3063.586183 = -1414256.547004
  nChanged 784
		SP:Iteration 2F (14210.980000 sec): 3 clusters
  Score: Raw -1417705.890393 + Penalty 3063.586183 = -1414642.304209
  nChanged 759
		SP:Iteration 3F (14211.020000 sec): 3 clusters
  Score: Raw -1418122.225935 + Penalty 3063.586183 = -1415058.639751
  nChanged 777
		SP:Iteration 4F (14211.050000 sec): 3 clusters
  Score: Raw -1418584.077230 + Penalty 3063.586183 = -1415520.491047
  nChanged 760
		SP:Iteration 5F (14211.080000 sec): 3 clusters
  Score: Raw -1419117.714187 + Penalty 3063.586183 = -1416054.128004
  nChanged 771
		SP:Iteration 6F (14211.110000 sec): 3 clusters
  Score: Raw -1419713.354757 + Penalty 3063.586183 = -1416649.768573
  nChanged 742
		SP:Iteration 7F (14211.140000 sec): 3 clusters
  Score: Raw -1420280.995111 + Penalty 3063.586183 = -1417217.408927
  nChanged 616
		SP:Iteration 8Q (14211.170000 sec): 3 clusters
  Score: Raw -1420743.783661 + Penalty 3063.586183 = -1417680.197477
  nChanged 480
		SP:Iteration 9Q (14211.200000 sec): 3 clusters
  Score: Raw -1421092.021321 + Penalty 3063.586183 = -1418028.435137
  nChanged 355
		SP:Iteration 10Q (14211.240000 sec): 3 clusters
  Score: Raw -1421338.739823 + Penalty 3063.586183 = -1418275.153639
  nChanged 263
		SP:Iteration 11Q (14211.270000 sec): 3 clusters
  Score: Raw -1421519.079045 + Penalty 3063.586183 = -1418455.492862
  nChanged 178
		SP:Iteration 12Q (14211.300000 sec): 3 clusters
  Score: Raw -1421641.732999 + Penalty 3063.586183 = -1418578.146815
  nChanged 123
		SP:Iteration 13Q (14211.330000 sec): 3 clusters
  Score: Raw -1421719.928642 + Penalty 3063.586183 = -1418656.342459
  nChanged 88
		SP:Iteration 14Q (14211.360000 sec): 3 clusters
  Score: Raw -1421767.284252 + Penalty 3063.586183 = -1418703.698069
  nChanged 54
		SP:Iteration 15Q (14211.390000 sec): 3 clusters
  Score: Raw -1421795.489371 + Penalty 3063.586183 = -1418731.903187
  nChanged 31
		SP:Iteration 16Q (14211.420000 sec): 3 clusters
  Score: Raw -1421808.974635 + Penalty 3063.586183 = -1418745.388452
  nChanged 22
		SP:Iteration 17Q (14211.450000 sec): 3 clusters
  Score: Raw -1421821.583208 + Penalty 3063.586183 = -1418757.997025
  nChanged 20
		SP:Iteration 18Q (14211.480000 sec): 3 clusters
  Score: Raw -1421831.439813 + Penalty 3063.586183 = -1418767.853630
  nChanged 19
		SP:Iteration 19Q (14211.510000 sec): 3 clusters
  Score: Raw -1421840.206641 + Penalty 3063.586183 = -1418776.620458
  nChanged 16
		SP:Iteration 20F (14211.540000 sec): 3 clusters
  Score: Raw -1421847.799338 + Penalty 3063.586183 = -1418784.213154
  nChanged 9
		SP:Iteration 21Q (14211.570000 sec): 3 clusters
  Score: Raw -1421850.636181 + Penalty 3063.586183 = -1418787.049998
  nChanged 3
		SP:Iteration 22Q (14211.600000 sec): 3 clusters
  Score: Raw -1421851.861348 + Penalty 3063.586183 = -1418788.275165
  nChanged 8
		SP:Iteration 23Q (14211.620000 sec): 3 clusters
  Score: Raw -1421855.052711 + Penalty 3063.586183 = -1418791.466528
  nChanged 3
		SP:Iteration 24Q (14211.650000 sec): 3 clusters
  Score: Raw -1421855.989041 + Penalty 3063.586183 = -1418792.402857
  nChanged 4
		SP:Iteration 25Q (14211.680000 sec): 3 clusters
  Score: Raw -1421858.149195 + Penalty 3063.586183 = -1418794.563012
  nChanged 7
		SP:Iteration 26Q (14211.710000 sec): 3 clusters
  Score: Raw -1421862.491539 + Penalty 3063.586183 = -1418798.905356
  nChanged 10
		SP:Iteration 27Q (14211.740000 sec): 3 clusters
  Score: Raw -1421868.412896 + Penalty 3063.586183 = -1418804.826713
  nChanged 9
		SP:Iteration 28Q (14211.770000 sec): 3 clusters
  Score: Raw -1421871.561997 + Penalty 3063.586183 = -1418807.975814
  nChanged 3
		SP:Iteration 29Q (14211.800000 sec): 3 clusters
  Score: Raw -1421873.365523 + Penalty 3063.586183 = -1418809.779340
  nChanged 3
		SP:Iteration 30Q (14211.830000 sec): 3 clusters
  Score: Raw -1421875.308245 + Penalty 3063.586183 = -1418811.722061
  nChanged 4
		SP:Iteration 31Q (14211.860000 sec): 3 clusters
  Score: Raw -1421877.536547 + Penalty 3063.586183 = -1418813.950364
  nChanged 4
		SP:Iteration 32Q (14211.890000 sec): 3 clusters
  Score: Raw -1421881.341620 + Penalty 3063.586183 = -1418817.755437
  nChanged 9
		SP:Iteration 33Q (14211.920000 sec): 3 clusters
  Score: Raw -1421887.174726 + Penalty 3063.586183 = -1418823.588542
  nChanged 7
		SP:Iteration 34Q (14211.940000 sec): 3 clusters
  Score: Raw -1421889.715457 + Penalty 3063.586183 = -1418826.129274
  nChanged 3
		SP:Iteration 35Q (14211.970000 sec): 3 clusters
  Score: Raw -1421891.388276 + Penalty 3063.586183 = -1418827.802092
  nChanged 3
		SP:Iteration 36Q (14212.000000 sec): 3 clusters
  Score: Raw -1421892.772367 + Penalty 3063.586183 = -1418829.186183
  nChanged 0
		SP:Iteration 37F (14212.030000 sec): 3 clusters
  Score: Raw -1421892.772367 + Penalty 3063.586183 = -1418829.186183
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14212.050000 sec): 2 clusters
  Score: Raw -377830.362391 + Penalty 1314.690373 = -376515.672018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14212.060000 sec): 3 clusters
  Score: Raw -376233.644335 + Penalty 2629.380746 = -373604.263589
  nChanged 1243
		SP:Iteration 1F (14212.070000 sec): 3 clusters
  Score: Raw -376926.551504 + Penalty 2629.380746 = -374297.170758
  nChanged 252
		SP:Iteration 2F (14212.080000 sec): 3 clusters
  Score: Raw -377079.602347 + Penalty 2629.380746 = -374450.221601
  nChanged 178
		SP:Iteration 3F (14212.080000 sec): 3 clusters
  Score: Raw -377197.690108 + Penalty 2629.380746 = -374568.309361
  nChanged 138
		SP:Iteration 4Q (14212.090000 sec): 3 clusters
  Score: Raw -377277.782028 + Penalty 2629.380746 = -374648.401282
  nChanged 101
		SP:Iteration 5Q (14212.100000 sec): 3 clusters
  Score: Raw -377331.235376 + Penalty 2629.380746 = -374701.854629
  nChanged 106
		SP:Iteration 6Q (14212.110000 sec): 3 clusters
  Score: Raw -377394.092351 + Penalty 2629.380746 = -374764.711605
  nChanged 104
		SP:Iteration 7Q (14212.120000 sec): 3 clusters
  Score: Raw -377457.381510 + Penalty 2629.380746 = -374828.000763
  nChanged 107
		SP:Iteration 8Q (14212.120000 sec): 3 clusters
  Score: Raw -377517.079590 + Penalty 2629.380746 = -374887.698843
  nChanged 91
		SP:Iteration 9Q (14212.130000 sec): 3 clusters
  Score: Raw -377561.694563 + Penalty 2629.380746 = -374932.313816
  nChanged 81
		SP:Iteration 10Q (14212.140000 sec): 3 clusters
  Score: Raw -377604.567015 + Penalty 2629.380746 = -374975.186269
  nChanged 74
		SP:Iteration 11Q (14212.150000 sec): 3 clusters
  Score: Raw -377645.080928 + Penalty 2629.380746 = -375015.700182
  nChanged 75
		SP:Iteration 12Q (14212.160000 sec): 3 clusters
  Score: Raw -377693.043863 + Penalty 2629.380746 = -375063.663117
  nChanged 80
		SP:Iteration 13Q (14212.160000 sec): 3 clusters
  Score: Raw -377742.402635 + Penalty 2629.380746 = -375113.021888
  nChanged 77
		SP:Iteration 14Q (14212.170000 sec): 3 clusters
  Score: Raw -377790.248306 + Penalty 2629.380746 = -375160.867560
  nChanged 63
		SP:Iteration 15Q (14212.180000 sec): 3 clusters
  Score: Raw -377823.364042 + Penalty 2629.380746 = -375193.983295
  nChanged 45
		SP:Iteration 16Q (14212.190000 sec): 3 clusters
  Score: Raw -377848.815158 + Penalty 2629.380746 = -375219.434411
  nChanged 44
		SP:Iteration 17Q (14212.200000 sec): 3 clusters
  Score: Raw -377870.537441 + Penalty 2629.380746 = -375241.156695
  nChanged 30
		SP:Iteration 18Q (14212.200000 sec): 3 clusters
  Score: Raw -377883.847683 + Penalty 2629.380746 = -375254.466937
  nChanged 25
		SP:Iteration 19Q (14212.210000 sec): 3 clusters
  Score: Raw -377895.107769 + Penalty 2629.380746 = -375265.727022
  nChanged 26
		SP:Iteration 20F (14212.220000 sec): 3 clusters
  Score: Raw -377909.152671 + Penalty 2629.380746 = -375279.771925
  nChanged 20
		SP:Iteration 21Q (14212.230000 sec): 3 clusters
  Score: Raw -377920.521002 + Penalty 2629.380746 = -375291.140255
  nChanged 19
		SP:Iteration 22Q (14212.240000 sec): 3 clusters
  Score: Raw -377929.251349 + Penalty 2629.380746 = -375299.870602
  nChanged 25
		SP:Iteration 23Q (14212.240000 sec): 3 clusters
  Score: Raw -377944.890048 + Penalty 2629.380746 = -375315.509302
  nChanged 24
		SP:Iteration 24Q (14212.250000 sec): 3 clusters
  Score: Raw -377955.894675 + Penalty 2629.380746 = -375326.513929
  nChanged 25
		SP:Iteration 25Q (14212.260000 sec): 3 clusters
  Score: Raw -377969.300673 + Penalty 2629.380746 = -375339.919927
  nChanged 15
		SP:Iteration 26Q (14212.260000 sec): 3 clusters
  Score: Raw -377978.784099 + Penalty 2629.380746 = -375349.403353
  nChanged 23
		SP:Iteration 27Q (14212.270000 sec): 3 clusters
  Score: Raw -377989.924482 + Penalty 2629.380746 = -375360.543735
  nChanged 24
		SP:Iteration 28Q (14212.280000 sec): 3 clusters
  Score: Raw -378002.502087 + Penalty 2629.380746 = -375373.121340
  nChanged 19
		SP:Iteration 29Q (14212.290000 sec): 3 clusters
  Score: Raw -378014.196067 + Penalty 2629.380746 = -375384.815320
  nChanged 14
		SP:Iteration 30Q (14212.300000 sec): 3 clusters
  Score: Raw -378021.536251 + Penalty 2629.380746 = -375392.155504
  nChanged 11
		SP:Iteration 31Q (14212.300000 sec): 3 clusters
  Score: Raw -378026.396526 + Penalty 2629.380746 = -375397.015779
  nChanged 3
		SP:Iteration 32Q (14212.310000 sec): 3 clusters
  Score: Raw -378027.854350 + Penalty 2629.380746 = -375398.473603
  nChanged 9
		SP:Iteration 33Q (14212.320000 sec): 3 clusters
  Score: Raw -378031.523165 + Penalty 2629.380746 = -375402.142419
  nChanged 4
		SP:Iteration 34Q (14212.330000 sec): 3 clusters
  Score: Raw -378033.591971 + Penalty 2629.380746 = -375404.211224
  nChanged 7
		SP:Iteration 35Q (14212.330000 sec): 3 clusters
  Score: Raw -378038.334629 + Penalty 2629.380746 = -375408.953882
  nChanged 10
		SP:Iteration 36Q (14212.340000 sec): 3 clusters
  Score: Raw -378044.316977 + Penalty 2629.380746 = -375414.936230
  nChanged 9
		SP:Iteration 37Q (14212.350000 sec): 3 clusters
  Score: Raw -378048.434123 + Penalty 2629.380746 = -375419.053376
  nChanged 10
		SP:Iteration 38Q (14212.360000 sec): 3 clusters
  Score: Raw -378055.843977 + Penalty 2629.380746 = -375426.463231
  nChanged 13
		SP:Iteration 39Q (14212.360000 sec): 3 clusters
  Score: Raw -378063.199847 + Penalty 2629.380746 = -375433.819101
  nChanged 6
		SP:Iteration 40F (14212.370000 sec): 3 clusters
  Score: Raw -378066.283600 + Penalty 2629.380746 = -375436.902854
  nChanged 4
		SP:Iteration 41Q (14212.380000 sec): 3 clusters
  Score: Raw -378068.532041 + Penalty 2629.380746 = -375439.151294
  nChanged 4
		SP:Iteration 42Q (14212.390000 sec): 3 clusters
  Score: Raw -378069.937603 + Penalty 2629.380746 = -375440.556857
  nChanged 6
		SP:Iteration 43Q (14212.400000 sec): 3 clusters
  Score: Raw -378072.699536 + Penalty 2629.380746 = -375443.318789
  nChanged 5
		SP:Iteration 44Q (14212.400000 sec): 3 clusters
  Score: Raw -378074.725436 + Penalty 2629.380746 = -375445.344689
  nChanged 1
		SP:Iteration 45Q (14212.410000 sec): 3 clusters
  Score: Raw -378075.023511 + Penalty 2629.380746 = -375445.642765
  nChanged 0
		SP:Iteration 46F (14212.420000 sec): 3 clusters
  Score: Raw -378075.023511 + Penalty 2629.380746 = -375445.642765
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14212.420000 sec): 2 clusters
  Score: Raw -26935.025560 + Penalty 912.725303 = -26022.300257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14212.420000 sec): 3 clusters
  Score: Raw -27003.945982 + Penalty 1825.450607 = -25178.495375
  nChanged 50
		SP:Iteration 1F (14212.420000 sec): 3 clusters
  Score: Raw -27145.458098 + Penalty 1825.450607 = -25320.007491
  nChanged 22
		SP:Iteration 2F (14212.420000 sec): 3 clusters
  Score: Raw -27236.157280 + Penalty 1825.450607 = -25410.706673
  nChanged 12
		SP:Iteration 3Q (14212.430000 sec): 3 clusters
  Score: Raw -27272.362887 + Penalty 1825.450607 = -25446.912280
  nChanged 7
		SP:Iteration 4Q (14212.430000 sec): 3 clusters
  Score: Raw -27339.553980 + Penalty 1825.450607 = -25514.103374
  nChanged 8
		SP:Iteration 5Q (14212.430000 sec): 3 clusters
  Score: Raw -27376.010531 + Penalty 1825.450607 = -25550.559924
  nChanged 2
		SP:Iteration 6Q (14212.430000 sec): 3 clusters
  Score: Raw -27379.277509 + Penalty 1825.450607 = -25553.826902
  nChanged 1
		SP:Iteration 7Q (14212.430000 sec): 3 clusters
  Score: Raw -27382.373952 + Penalty 1825.450607 = -25556.923346
  nChanged 2
		SP:Iteration 8Q (14212.430000 sec): 3 clusters
  Score: Raw -27387.111299 + Penalty 1825.450607 = -25561.660693
  nChanged 2
		SP:Iteration 9Q (14212.430000 sec): 3 clusters
  Score: Raw -27392.785445 + Penalty 1825.450607 = -25567.334838
  nChanged 0
		SP:Iteration 10F (14212.430000 sec): 3 clusters
  Score: Raw -27392.785445 + Penalty 1825.450607 = -25567.334838
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14212.490000 sec): 2 clusters
  Score: Raw -2042742.903757 + Penalty 1592.087274 = -2041150.816483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14212.540000 sec): 3 clusters
  Score: Raw -2032090.824069 + Penalty 3184.174548 = -2028906.649520
  nChanged 8173
		SP:Iteration 1F (14212.580000 sec): 3 clusters
  Score: Raw -2037424.721152 + Penalty 3184.174548 = -2034240.546604
  nChanged 1409
		SP:Iteration 2F (14212.630000 sec): 3 clusters
  Score: Raw -2038436.309411 + Penalty 3184.174548 = -2035252.134863
  nChanged 1440
		SP:Iteration 3F (14212.680000 sec): 3 clusters
  Score: Raw -2039470.973652 + Penalty 3184.174548 = -2036286.799104
  nChanged 1388
		SP:Iteration 4F (14212.720000 sec): 3 clusters
  Score: Raw -2040546.672329 + Penalty 3184.174548 = -2037362.497781
  nChanged 1217
		SP:Iteration 5F (14212.770000 sec): 3 clusters
  Score: Raw -2041516.169557 + Penalty 3184.174548 = -2038331.995009
  nChanged 1103
		SP:Iteration 6F (14212.820000 sec): 3 clusters
  Score: Raw -2042344.300599 + Penalty 3184.174548 = -2039160.126051
  nChanged 849
		SP:Iteration 7Q (14212.860000 sec): 3 clusters
  Score: Raw -2042932.030177 + Penalty 3184.174548 = -2039747.855629
  nChanged 604
		SP:Iteration 8Q (14212.910000 sec): 3 clusters
  Score: Raw -2043311.983775 + Penalty 3184.174548 = -2040127.809226
  nChanged 429
		SP:Iteration 9Q (14212.960000 sec): 3 clusters
  Score: Raw -2043543.853784 + Penalty 3184.174548 = -2040359.679236
  nChanged 280
		SP:Iteration 10Q (14213.000000 sec): 3 clusters
  Score: Raw -2043664.537351 + Penalty 3184.174548 = -2040480.362803
  nChanged 189
		SP:Iteration 11Q (14213.050000 sec): 3 clusters
  Score: Raw -2043733.537608 + Penalty 3184.174548 = -2040549.363060
  nChanged 140
		SP:Iteration 12Q (14213.100000 sec): 3 clusters
  Score: Raw -2043780.891152 + Penalty 3184.174548 = -2040596.716604
  nChanged 122
		SP:Iteration 13Q (14213.140000 sec): 3 clusters
  Score: Raw -2043822.519588 + Penalty 3184.174548 = -2040638.345040
  nChanged 104
		SP:Iteration 14Q (14213.190000 sec): 3 clusters
  Score: Raw -2043863.043056 + Penalty 3184.174548 = -2040678.868508
  nChanged 74
		SP:Iteration 15Q (14213.240000 sec): 3 clusters
  Score: Raw -2043888.852929 + Penalty 3184.174548 = -2040704.678381
  nChanged 62
		SP:Iteration 16Q (14213.290000 sec): 3 clusters
  Score: Raw -2043907.290938 + Penalty 3184.174548 = -2040723.116390
  nChanged 42
		SP:Iteration 17Q (14213.330000 sec): 3 clusters
  Score: Raw -2043917.392177 + Penalty 3184.174548 = -2040733.217629
  nChanged 30
		SP:Iteration 18Q (14213.380000 sec): 3 clusters
  Score: Raw -2043923.821377 + Penalty 3184.174548 = -2040739.646829
  nChanged 22
		SP:Iteration 19Q (14213.420000 sec): 3 clusters
  Score: Raw -2043928.308419 + Penalty 3184.174548 = -2040744.133871
  nChanged 18
		SP:Iteration 20F (14213.470000 sec): 3 clusters
  Score: Raw -2043932.251430 + Penalty 3184.174548 = -2040748.076882
  nChanged 19
		SP:Iteration 21Q (14213.520000 sec): 3 clusters
  Score: Raw -2043936.611888 + Penalty 3184.174548 = -2040752.437340
  nChanged 15
		SP:Iteration 22Q (14213.560000 sec): 3 clusters
  Score: Raw -2043939.475098 + Penalty 3184.174548 = -2040755.300549
  nChanged 19
		SP:Iteration 23Q (14213.610000 sec): 3 clusters
  Score: Raw -2043942.894703 + Penalty 3184.174548 = -2040758.720155
  nChanged 16
		SP:Iteration 24Q (14213.650000 sec): 3 clusters
  Score: Raw -2043946.226003 + Penalty 3184.174548 = -2040762.051455
  nChanged 14
		SP:Iteration 25Q (14213.700000 sec): 3 clusters
  Score: Raw -2043948.950609 + Penalty 3184.174548 = -2040764.776061
  nChanged 17
		SP:Iteration 26Q (14213.740000 sec): 3 clusters
  Score: Raw -2043953.239336 + Penalty 3184.174548 = -2040769.064788
  nChanged 20
		SP:Iteration 27Q (14213.790000 sec): 3 clusters
  Score: Raw -2043959.926791 + Penalty 3184.174548 = -2040775.752243
  nChanged 16
		SP:Iteration 28Q (14213.840000 sec): 3 clusters
  Score: Raw -2043963.501225 + Penalty 3184.174548 = -2040779.326677
  nChanged 15
		SP:Iteration 29Q (14213.880000 sec): 3 clusters
  Score: Raw -2043965.906080 + Penalty 3184.174548 = -2040781.731532
  nChanged 11
		SP:Iteration 30Q (14213.930000 sec): 3 clusters
  Score: Raw -2043968.309622 + Penalty 3184.174548 = -2040784.135074
  nChanged 9
		SP:Iteration 31Q (14213.970000 sec): 3 clusters
  Score: Raw -2043970.967801 + Penalty 3184.174548 = -2040786.793253
  nChanged 11
		SP:Iteration 32Q (14214.020000 sec): 3 clusters
  Score: Raw -2043973.614554 + Penalty 3184.174548 = -2040789.440006
  nChanged 9
		SP:Iteration 33Q (14214.060000 sec): 3 clusters
  Score: Raw -2043975.012278 + Penalty 3184.174548 = -2040790.837730
  nChanged 7
		SP:Iteration 34Q (14214.110000 sec): 3 clusters
  Score: Raw -2043976.385220 + Penalty 3184.174548 = -2040792.210672
  nChanged 10
		SP:Iteration 35Q (14214.160000 sec): 3 clusters
  Score: Raw -2043978.238322 + Penalty 3184.174548 = -2040794.063774
  nChanged 7
		SP:Iteration 36Q (14214.200000 sec): 3 clusters
  Score: Raw -2043979.227843 + Penalty 3184.174548 = -2040795.053295
  nChanged 5
		SP:Iteration 37Q (14214.240000 sec): 3 clusters
  Score: Raw -2043981.223681 + Penalty 3184.174548 = -2040797.049133
  nChanged 6
		SP:Iteration 38Q (14214.290000 sec): 3 clusters
  Score: Raw -2043982.256277 + Penalty 3184.174548 = -2040798.081729
  nChanged 3
		SP:Iteration 39Q (14214.340000 sec): 3 clusters
  Score: Raw -2043982.727628 + Penalty 3184.174548 = -2040798.553080
  nChanged 2
		SP:Iteration 40F (14214.380000 sec): 3 clusters
  Score: Raw -2043982.950538 + Penalty 3184.174548 = -2040798.775990
  nChanged 2
		SP:Iteration 41Q (14214.430000 sec): 3 clusters
  Score: Raw -2043983.178776 + Penalty 3184.174548 = -2040799.004228
  nChanged 2
		SP:Iteration 42Q (14214.470000 sec): 3 clusters
  Score: Raw -2043983.491440 + Penalty 3184.174548 = -2040799.316892
  nChanged 1
		SP:Iteration 43Q (14214.520000 sec): 3 clusters
  Score: Raw -2043983.645489 + Penalty 3184.174548 = -2040799.470941
  nChanged 1
		SP:Iteration 44Q (14214.560000 sec): 3 clusters
  Score: Raw -2043983.716371 + Penalty 3184.174548 = -2040799.541822
  nChanged 1
		SP:Iteration 45Q (14214.610000 sec): 3 clusters
  Score: Raw -2043983.764670 + Penalty 3184.174548 = -2040799.590122
  nChanged 1
		SP:Iteration 46Q (14214.660000 sec): 3 clusters
  Score: Raw -2043983.901441 + Penalty 3184.174548 = -2040799.726893
  nChanged 2
		SP:Iteration 47Q (14214.700000 sec): 3 clusters
  Score: Raw -2043984.049679 + Penalty 3184.174548 = -2040799.875131
  nChanged 0
		SP:Iteration 48F (14214.750000 sec): 3 clusters
  Score: Raw -2043984.049679 + Penalty 3184.174548 = -2040799.875131
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (7774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14214.780000 sec): 2 clusters
  Score: Raw -858354.745001 + Penalty 1455.762768 = -856898.982233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14214.800000 sec): 3 clusters
  Score: Raw -854119.683906 + Penalty 2911.525536 = -851208.158370
  nChanged 3266
		SP:Iteration 1F (14214.820000 sec): 3 clusters
  Score: Raw -855955.497751 + Penalty 2911.525536 = -853043.972215
  nChanged 523
		SP:Iteration 2F (14214.840000 sec): 3 clusters
  Score: Raw -856210.352069 + Penalty 2911.525536 = -853298.826533
  nChanged 398
		SP:Iteration 3F (14214.860000 sec): 3 clusters
  Score: Raw -856411.229213 + Penalty 2911.525536 = -853499.703677
  nChanged 332
		SP:Iteration 4Q (14214.880000 sec): 3 clusters
  Score: Raw -856584.235924 + Penalty 2911.525536 = -853672.710388
  nChanged 330
		SP:Iteration 5Q (14214.900000 sec): 3 clusters
  Score: Raw -856769.509532 + Penalty 2911.525536 = -853857.983996
  nChanged 339
		SP:Iteration 6Q (14214.920000 sec): 3 clusters
  Score: Raw -856957.768618 + Penalty 2911.525536 = -854046.243082
  nChanged 367
		SP:Iteration 7Q (14214.940000 sec): 3 clusters
  Score: Raw -857177.256530 + Penalty 2911.525536 = -854265.730994
  nChanged 377
		SP:Iteration 8Q (14214.960000 sec): 3 clusters
  Score: Raw -857416.197055 + Penalty 2911.525536 = -854504.671519
  nChanged 360
		SP:Iteration 9Q (14214.980000 sec): 3 clusters
  Score: Raw -857651.837718 + Penalty 2911.525536 = -854740.312182
  nChanged 340
		SP:Iteration 10Q (14215.000000 sec): 3 clusters
  Score: Raw -857852.938505 + Penalty 2911.525536 = -854941.412969
  nChanged 302
		SP:Iteration 11Q (14215.020000 sec): 3 clusters
  Score: Raw -858024.210515 + Penalty 2911.525536 = -855112.684979
  nChanged 242
		SP:Iteration 12Q (14215.040000 sec): 3 clusters
  Score: Raw -858172.918346 + Penalty 2911.525536 = -855261.392809
  nChanged 236
		SP:Iteration 13Q (14215.060000 sec): 3 clusters
  Score: Raw -858298.654545 + Penalty 2911.525536 = -855387.129009
  nChanged 181
		SP:Iteration 14Q (14215.080000 sec): 3 clusters
  Score: Raw -858390.165136 + Penalty 2911.525536 = -855478.639599
  nChanged 161
		SP:Iteration 15Q (14215.100000 sec): 3 clusters
  Score: Raw -858466.193136 + Penalty 2911.525536 = -855554.667599
  nChanged 129
		SP:Iteration 16Q (14215.120000 sec): 3 clusters
  Score: Raw -858531.718835 + Penalty 2911.525536 = -855620.193299
  nChanged 117
		SP:Iteration 17Q (14215.140000 sec): 3 clusters
  Score: Raw -858585.340335 + Penalty 2911.525536 = -855673.814799
  nChanged 82
		SP:Iteration 18Q (14215.150000 sec): 3 clusters
  Score: Raw -858619.242626 + Penalty 2911.525536 = -855707.717089
  nChanged 68
		SP:Iteration 19Q (14215.170000 sec): 3 clusters
  Score: Raw -858651.406653 + Penalty 2911.525536 = -855739.881117
  nChanged 63
		SP:Iteration 20F (14215.190000 sec): 3 clusters
  Score: Raw -858680.600174 + Penalty 2911.525536 = -855769.074638
  nChanged 40
		SP:Iteration 21Q (14215.210000 sec): 3 clusters
  Score: Raw -858699.997448 + Penalty 2911.525536 = -855788.471911
  nChanged 29
		SP:Iteration 22Q (14215.230000 sec): 3 clusters
  Score: Raw -858712.534891 + Penalty 2911.525536 = -855801.009354
  nChanged 20
		SP:Iteration 23Q (14215.250000 sec): 3 clusters
  Score: Raw -858721.002239 + Penalty 2911.525536 = -855809.476703
  nChanged 20
		SP:Iteration 24Q (14215.270000 sec): 3 clusters
  Score: Raw -858729.430795 + Penalty 2911.525536 = -855817.905259
  nChanged 17
		SP:Iteration 25Q (14215.290000 sec): 3 clusters
  Score: Raw -858738.065863 + Penalty 2911.525536 = -855826.540327
  nChanged 17
		SP:Iteration 26Q (14215.300000 sec): 3 clusters
  Score: Raw -858743.279670 + Penalty 2911.525536 = -855831.754134
  nChanged 12
		SP:Iteration 27Q (14215.320000 sec): 3 clusters
  Score: Raw -858746.999293 + Penalty 2911.525536 = -855835.473757
  nChanged 14
		SP:Iteration 28Q (14215.340000 sec): 3 clusters
  Score: Raw -858752.434805 + Penalty 2911.525536 = -855840.909269
  nChanged 9
		SP:Iteration 29Q (14215.360000 sec): 3 clusters
  Score: Raw -858755.339577 + Penalty 2911.525536 = -855843.814040
  nChanged 4
		SP:Iteration 30Q (14215.380000 sec): 3 clusters
  Score: Raw -858756.349123 + Penalty 2911.525536 = -855844.823587
  nChanged 4
		SP:Iteration 31Q (14215.400000 sec): 3 clusters
  Score: Raw -858757.770385 + Penalty 2911.525536 = -855846.244848
  nChanged 5
		SP:Iteration 32Q (14215.410000 sec): 3 clusters
  Score: Raw -858759.843260 + Penalty 2911.525536 = -855848.317724
  nChanged 5
		SP:Iteration 33Q (14215.430000 sec): 3 clusters
  Score: Raw -858761.170684 + Penalty 2911.525536 = -855849.645148
  nChanged 8
		SP:Iteration 34Q (14215.450000 sec): 3 clusters
  Score: Raw -858763.723644 + Penalty 2911.525536 = -855852.198108
  nChanged 5
		SP:Iteration 35Q (14215.470000 sec): 3 clusters
  Score: Raw -858766.162374 + Penalty 2911.525536 = -855854.636838
  nChanged 4
		SP:Iteration 36Q (14215.480000 sec): 3 clusters
  Score: Raw -858767.609534 + Penalty 2911.525536 = -855856.083998
  nChanged 3
		SP:Iteration 37Q (14215.500000 sec): 3 clusters
  Score: Raw -858769.212337 + Penalty 2911.525536 = -855857.686801
  nChanged 6
		SP:Iteration 38Q (14215.520000 sec): 3 clusters
  Score: Raw -858772.524625 + Penalty 2911.525536 = -855860.999089
  nChanged 8
		SP:Iteration 39Q (14215.540000 sec): 3 clusters
  Score: Raw -858776.614811 + Penalty 2911.525536 = -855865.089275
  nChanged 9
		SP:Iteration 40F (14215.560000 sec): 3 clusters
  Score: Raw -858779.937974 + Penalty 2911.525536 = -855868.412438
  nChanged 6
		SP:Iteration 41Q (14215.580000 sec): 3 clusters
  Score: Raw -858782.537614 + Penalty 2911.525536 = -855871.012078
  nChanged 9
		SP:Iteration 42Q (14215.600000 sec): 3 clusters
  Score: Raw -858785.977430 + Penalty 2911.525536 = -855874.451894
  nChanged 7
		SP:Iteration 43Q (14215.610000 sec): 3 clusters
  Score: Raw -858788.410950 + Penalty 2911.525536 = -855876.885414
  nChanged 2
		SP:Iteration 44Q (14215.630000 sec): 3 clusters
  Score: Raw -858789.566896 + Penalty 2911.525536 = -855878.041360
  nChanged 2
		SP:Iteration 45Q (14215.650000 sec): 3 clusters
  Score: Raw -858790.968662 + Penalty 2911.525536 = -855879.443126
  nChanged 5
		SP:Iteration 46Q (14215.670000 sec): 3 clusters
  Score: Raw -858792.718322 + Penalty 2911.525536 = -855881.192786
  nChanged 5
		SP:Iteration 47Q (14215.680000 sec): 3 clusters
  Score: Raw -858795.680026 + Penalty 2911.525536 = -855884.154490
  nChanged 4
		SP:Iteration 48Q (14215.700000 sec): 3 clusters
  Score: Raw -858798.500524 + Penalty 2911.525536 = -855886.974988
  nChanged 6
		SP:Iteration 49Q (14215.720000 sec): 3 clusters
  Score: Raw -858801.915958 + Penalty 2911.525536 = -855890.390422
  nChanged 6
		SP:Iteration 50Q (14215.740000 sec): 3 clusters
  Score: Raw -858803.600075 + Penalty 2911.525536 = -855892.074538
  nChanged 2
		SP:Iteration 51Q (14215.750000 sec): 3 clusters
  Score: Raw -858805.316946 + Penalty 2911.525536 = -855893.791409
  nChanged 2
		SP:Iteration 52Q (14215.770000 sec): 3 clusters
  Score: Raw -858806.851707 + Penalty 2911.525536 = -855895.326171
  nChanged 4
		SP:Iteration 53Q (14215.790000 sec): 3 clusters
  Score: Raw -858807.632945 + Penalty 2911.525536 = -855896.107409
  nChanged 2
		SP:Iteration 54Q (14215.810000 sec): 3 clusters
  Score: Raw -858809.000406 + Penalty 2911.525536 = -855897.474870
  nChanged 5
		SP:Iteration 55Q (14215.820000 sec): 3 clusters
  Score: Raw -858814.287252 + Penalty 2911.525536 = -855902.761716
  nChanged 9
		SP:Iteration 56Q (14215.840000 sec): 3 clusters
  Score: Raw -858818.691498 + Penalty 2911.525536 = -855907.165962
  nChanged 9
		SP:Iteration 57Q (14215.860000 sec): 3 clusters
  Score: Raw -858823.794444 + Penalty 2911.525536 = -855912.268908
  nChanged 10
		SP:Iteration 58Q (14215.880000 sec): 3 clusters
  Score: Raw -858829.594885 + Penalty 2911.525536 = -855918.069348
  nChanged 6
		SP:Iteration 59Q (14215.900000 sec): 3 clusters
  Score: Raw -858832.083205 + Penalty 2911.525536 = -855920.557669
  nChanged 7
		SP:Iteration 60F (14215.920000 sec): 3 clusters
  Score: Raw -858834.965413 + Penalty 2911.525536 = -855923.439877
  nChanged 5
		SP:Iteration 61Q (14215.930000 sec): 3 clusters
  Score: Raw -858837.375795 + Penalty 2911.525536 = -855925.850258
  nChanged 6
		SP:Iteration 62Q (14215.950000 sec): 3 clusters
  Score: Raw -858840.847323 + Penalty 2911.525536 = -855929.321787
  nChanged 4
		SP:Iteration 63Q (14215.970000 sec): 3 clusters
  Score: Raw -858844.458629 + Penalty 2911.525536 = -855932.933093
  nChanged 5
		SP:Iteration 64Q (14215.980000 sec): 3 clusters
  Score: Raw -858848.400173 + Penalty 2911.525536 = -855936.874636
  nChanged 1
		SP:Iteration 65Q (14216.000000 sec): 3 clusters
  Score: Raw -858848.578493 + Penalty 2911.525536 = -855937.052956
  nChanged 0
		SP:Iteration 66F (14216.020000 sec): 3 clusters
  Score: Raw -858848.578493 + Penalty 2911.525536 = -855937.052956
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14216.040000 sec): 2 clusters
  Score: Raw -385580.668283 + Penalty 1330.481327 = -384250.186956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14216.050000 sec): 3 clusters
  Score: Raw -383823.818599 + Penalty 2660.962654 = -381162.855945
  nChanged 1429
		SP:Iteration 1F (14216.060000 sec): 3 clusters
  Score: Raw -384665.786509 + Penalty 2660.962654 = -382004.823855
  nChanged 251
		SP:Iteration 2F (14216.070000 sec): 3 clusters
  Score: Raw -384848.238502 + Penalty 2660.962654 = -382187.275848
  nChanged 210
		SP:Iteration 3F (14216.080000 sec): 3 clusters
  Score: Raw -385003.931095 + Penalty 2660.962654 = -382342.968441
  nChanged 186
		SP:Iteration 4F (14216.090000 sec): 3 clusters
  Score: Raw -385148.683880 + Penalty 2660.962654 = -382487.721226
  nChanged 189
		SP:Iteration 5F (14216.100000 sec): 3 clusters
  Score: Raw -385304.223155 + Penalty 2660.962654 = -382643.260501
  nChanged 177
		SP:Iteration 6Q (14216.110000 sec): 3 clusters
  Score: Raw -385475.924924 + Penalty 2660.962654 = -382814.962270
  nChanged 176
		SP:Iteration 7Q (14216.120000 sec): 3 clusters
  Score: Raw -385635.184231 + Penalty 2660.962654 = -382974.221577
  nChanged 139
		SP:Iteration 8Q (14216.120000 sec): 3 clusters
  Score: Raw -385764.315348 + Penalty 2660.962654 = -383103.352694
  nChanged 121
		SP:Iteration 9Q (14216.130000 sec): 3 clusters
  Score: Raw -385889.560863 + Penalty 2660.962654 = -383228.598209
  nChanged 123
		SP:Iteration 10Q (14216.140000 sec): 3 clusters
  Score: Raw -386041.299249 + Penalty 2660.962654 = -383380.336595
  nChanged 126
		SP:Iteration 11Q (14216.150000 sec): 3 clusters
  Score: Raw -386185.028634 + Penalty 2660.962654 = -383524.065980
  nChanged 117
		SP:Iteration 12Q (14216.160000 sec): 3 clusters
  Score: Raw -386318.677078 + Penalty 2660.962654 = -383657.714425
  nChanged 77
		SP:Iteration 13Q (14216.170000 sec): 3 clusters
  Score: Raw -386404.384763 + Penalty 2660.962654 = -383743.422109
  nChanged 64
		SP:Iteration 14Q (14216.180000 sec): 3 clusters
  Score: Raw -386451.996069 + Penalty 2660.962654 = -383791.033415
  nChanged 52
		SP:Iteration 15Q (14216.180000 sec): 3 clusters
  Score: Raw -386478.698093 + Penalty 2660.962654 = -383817.735439
  nChanged 26
		SP:Iteration 16Q (14216.190000 sec): 3 clusters
  Score: Raw -386490.072076 + Penalty 2660.962654 = -383829.109422
  nChanged 22
		SP:Iteration 17Q (14216.200000 sec): 3 clusters
  Score: Raw -386498.797961 + Penalty 2660.962654 = -383837.835307
  nChanged 9
		SP:Iteration 18Q (14216.210000 sec): 3 clusters
  Score: Raw -386502.394087 + Penalty 2660.962654 = -383841.431433
  nChanged 8
		SP:Iteration 19Q (14216.220000 sec): 3 clusters
  Score: Raw -386504.722628 + Penalty 2660.962654 = -383843.759974
  nChanged 5
		SP:Iteration 20F (14216.220000 sec): 3 clusters
  Score: Raw -386506.803739 + Penalty 2660.962654 = -383845.841085
  nChanged 6
		SP:Iteration 21Q (14216.230000 sec): 3 clusters
  Score: Raw -386508.060157 + Penalty 2660.962654 = -383847.097503
  nChanged 5
		SP:Iteration 22Q (14216.240000 sec): 3 clusters
  Score: Raw -386509.310472 + Penalty 2660.962654 = -383848.347818
  nChanged 2
		SP:Iteration 23Q (14216.250000 sec): 3 clusters
  Score: Raw -386509.551058 + Penalty 2660.962654 = -383848.588405
  nChanged 0
		SP:Iteration 24F (14216.260000 sec): 3 clusters
  Score: Raw -386509.551058 + Penalty 2660.962654 = -383848.588405
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14216.270000 sec): 2 clusters
  Score: Raw -159965.512989 + Penalty 1185.777288 = -158779.735701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14216.270000 sec): 3 clusters
  Score: Raw -159442.057813 + Penalty 2371.554577 = -157070.503236
  nChanged 493
		SP:Iteration 1F (14216.280000 sec): 3 clusters
  Score: Raw -159838.762461 + Penalty 2371.554577 = -157467.207884
  nChanged 118
		SP:Iteration 2F (14216.280000 sec): 3 clusters
  Score: Raw -159964.893803 + Penalty 2371.554577 = -157593.339226
  nChanged 65
		SP:Iteration 3Q (14216.280000 sec): 3 clusters
  Score: Raw -160038.866614 + Penalty 2371.554577 = -157667.312037
  nChanged 49
		SP:Iteration 4Q (14216.290000 sec): 3 clusters
  Score: Raw -160077.126745 + Penalty 2371.554577 = -157705.572168
  nChanged 35
		SP:Iteration 5Q (14216.290000 sec): 3 clusters
  Score: Raw -160104.512720 + Penalty 2371.554577 = -157732.958143
  nChanged 23
		SP:Iteration 6Q (14216.300000 sec): 3 clusters
  Score: Raw -160123.748806 + Penalty 2371.554577 = -157752.194230
  nChanged 17
		SP:Iteration 7Q (14216.300000 sec): 3 clusters
  Score: Raw -160134.972957 + Penalty 2371.554577 = -157763.418381
  nChanged 8
		SP:Iteration 8Q (14216.300000 sec): 3 clusters
  Score: Raw -160143.324111 + Penalty 2371.554577 = -157771.769535
  nChanged 13
		SP:Iteration 9Q (14216.300000 sec): 3 clusters
  Score: Raw -160154.574189 + Penalty 2371.554577 = -157783.019612
  nChanged 13
		SP:Iteration 10Q (14216.310000 sec): 3 clusters
  Score: Raw -160165.957534 + Penalty 2371.554577 = -157794.402958
  nChanged 16
		SP:Iteration 11Q (14216.310000 sec): 3 clusters
  Score: Raw -160179.123839 + Penalty 2371.554577 = -157807.569263
  nChanged 22
		SP:Iteration 12Q (14216.320000 sec): 3 clusters
  Score: Raw -160199.944231 + Penalty 2371.554577 = -157828.389654
  nChanged 22
		SP:Iteration 13Q (14216.320000 sec): 3 clusters
  Score: Raw -160218.871305 + Penalty 2371.554577 = -157847.316728
  nChanged 11
		SP:Iteration 14Q (14216.320000 sec): 3 clusters
  Score: Raw -160226.955741 + Penalty 2371.554577 = -157855.401164
  nChanged 14
		SP:Iteration 15Q (14216.330000 sec): 3 clusters
  Score: Raw -160243.623249 + Penalty 2371.554577 = -157872.068672
  nChanged 17
		SP:Iteration 16Q (14216.330000 sec): 3 clusters
  Score: Raw -160269.835997 + Penalty 2371.554577 = -157898.281420
  nChanged 20
		SP:Iteration 17Q (14216.330000 sec): 3 clusters
  Score: Raw -160293.782285 + Penalty 2371.554577 = -157922.227709
  nChanged 25
		SP:Iteration 18Q (14216.340000 sec): 3 clusters
  Score: Raw -160319.506065 + Penalty 2371.554577 = -157947.951488
  nChanged 30
		SP:Iteration 19Q (14216.340000 sec): 3 clusters
  Score: Raw -160356.196889 + Penalty 2371.554577 = -157984.642312
  nChanged 25
		SP:Iteration 20F (14216.340000 sec): 3 clusters
  Score: Raw -160402.738822 + Penalty 2371.554577 = -158031.184246
  nChanged 29
		SP:Iteration 21Q (14216.350000 sec): 3 clusters
  Score: Raw -160434.451725 + Penalty 2371.554577 = -158062.897148
  nChanged 19
		SP:Iteration 22Q (14216.350000 sec): 3 clusters
  Score: Raw -160452.190973 + Penalty 2371.554577 = -158080.636396
  nChanged 15
		SP:Iteration 23Q (14216.350000 sec): 3 clusters
  Score: Raw -160466.129569 + Penalty 2371.554577 = -158094.574993
  nChanged 16
		SP:Iteration 24Q (14216.360000 sec): 3 clusters
  Score: Raw -160480.567329 + Penalty 2371.554577 = -158109.012753
  nChanged 10
		SP:Iteration 25Q (14216.360000 sec): 3 clusters
  Score: Raw -160490.265925 + Penalty 2371.554577 = -158118.711348
  nChanged 6
		SP:Iteration 26Q (14216.360000 sec): 3 clusters
  Score: Raw -160495.384125 + Penalty 2371.554577 = -158123.829548
  nChanged 6
		SP:Iteration 27Q (14216.370000 sec): 3 clusters
  Score: Raw -160502.018166 + Penalty 2371.554577 = -158130.463589
  nChanged 7
		SP:Iteration 28Q (14216.370000 sec): 3 clusters
  Score: Raw -160509.189831 + Penalty 2371.554577 = -158137.635254
  nChanged 3
		SP:Iteration 29Q (14216.370000 sec): 3 clusters
  Score: Raw -160510.785318 + Penalty 2371.554577 = -158139.230741
  nChanged 1
		SP:Iteration 30Q (14216.380000 sec): 3 clusters
  Score: Raw -160511.578987 + Penalty 2371.554577 = -158140.024411
  nChanged 0
		SP:Iteration 31F (14216.380000 sec): 3 clusters
  Score: Raw -160511.578987 + Penalty 2371.554577 = -158140.024411
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14216.390000 sec): 2 clusters
  Score: Raw -93214.339983 + Penalty 1096.482811 = -92117.857173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14216.390000 sec): 3 clusters
  Score: Raw -92995.415741 + Penalty 2192.965621 = -90802.450120
  nChanged 260
		SP:Iteration 1F (14216.390000 sec): 3 clusters
  Score: Raw -93275.425533 + Penalty 2192.965621 = -91082.459912
  nChanged 72
		SP:Iteration 2F (14216.400000 sec): 3 clusters
  Score: Raw -93394.765327 + Penalty 2192.965621 = -91201.799706
  nChanged 63
		SP:Iteration 3F (14216.400000 sec): 3 clusters
  Score: Raw -93509.920323 + Penalty 2192.965621 = -91316.954702
  nChanged 52
		SP:Iteration 4F (14216.400000 sec): 3 clusters
  Score: Raw -93586.982868 + Penalty 2192.965621 = -91394.017247
  nChanged 43
		SP:Iteration 5F (14216.400000 sec): 3 clusters
  Score: Raw -93676.720301 + Penalty 2192.965621 = -91483.754679
  nChanged 48
		SP:Iteration 6F (14216.400000 sec): 3 clusters
  Score: Raw -93828.626885 + Penalty 2192.965621 = -91635.661264
  nChanged 33
		SP:Iteration 7Q (14216.400000 sec): 3 clusters
  Score: Raw -93937.836042 + Penalty 2192.965621 = -91744.870421
  nChanged 26
		SP:Iteration 8Q (14216.410000 sec): 3 clusters
  Score: Raw -94003.188852 + Penalty 2192.965621 = -91810.223231
  nChanged 19
		SP:Iteration 9Q (14216.410000 sec): 3 clusters
  Score: Raw -94054.046023 + Penalty 2192.965621 = -91861.080401
  nChanged 12
		SP:Iteration 10Q (14216.410000 sec): 3 clusters
  Score: Raw -94067.871704 + Penalty 2192.965621 = -91874.906082
  nChanged 4
		SP:Iteration 11Q (14216.410000 sec): 3 clusters
  Score: Raw -94071.932043 + Penalty 2192.965621 = -91878.966422
  nChanged 1
		SP:Iteration 12Q (14216.420000 sec): 3 clusters
  Score: Raw -94077.058834 + Penalty 2192.965621 = -91884.093212
  nChanged 4
		SP:Iteration 13Q (14216.420000 sec): 3 clusters
  Score: Raw -94093.338439 + Penalty 2192.965621 = -91900.372817
  nChanged 2
		SP:Iteration 14Q (14216.420000 sec): 3 clusters
  Score: Raw -94097.544374 + Penalty 2192.965621 = -91904.578753
  nChanged 1
		SP:Iteration 15Q (14216.420000 sec): 3 clusters
  Score: Raw -94100.839803 + Penalty 2192.965621 = -91907.874182
  nChanged 2
		SP:Iteration 16Q (14216.420000 sec): 3 clusters
  Score: Raw -94111.817992 + Penalty 2192.965621 = -91918.852371
  nChanged 2
		SP:Iteration 17Q (14216.420000 sec): 3 clusters
  Score: Raw -94121.400835 + Penalty 2192.965621 = -91928.435214
  nChanged 2
		SP:Iteration 18Q (14216.430000 sec): 3 clusters
  Score: Raw -94124.115649 + Penalty 2192.965621 = -91931.150027
  nChanged 1
		SP:Iteration 19Q (14216.430000 sec): 3 clusters
  Score: Raw -94124.820559 + Penalty 2192.965621 = -91931.854938
  nChanged 0
		SP:Iteration 20F (14216.430000 sec): 3 clusters
  Score: Raw -94124.820559 + Penalty 2192.965621 = -91931.854938
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (31267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14216.540000 sec): 2 clusters
  Score: Raw -3678455.611538 + Penalty 1681.926757 = -3676773.684780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14216.620000 sec): 3 clusters
  Score: Raw -3659087.891811 + Penalty 3363.853515 = -3655724.038296
  nChanged 14474
		SP:Iteration 1F (14216.700000 sec): 3 clusters
  Score: Raw -3667193.742467 + Penalty 3363.853515 = -3663829.888953
  nChanged 1575
		SP:Iteration 2F (14216.790000 sec): 3 clusters
  Score: Raw -3667778.323550 + Penalty 3363.853515 = -3664414.470036
  nChanged 1684
		SP:Iteration 3F (14216.880000 sec): 3 clusters
  Score: Raw -3668550.445158 + Penalty 3363.853515 = -3665186.591643
  nChanged 1958
		SP:Iteration 4F (14216.960000 sec): 3 clusters
  Score: Raw -3669632.335842 + Penalty 3363.853515 = -3666268.482328
  nChanged 2145
		SP:Iteration 5F (14217.040000 sec): 3 clusters
  Score: Raw -3671055.450013 + Penalty 3363.853515 = -3667691.596499
  nChanged 2289
		SP:Iteration 6F (14217.130000 sec): 3 clusters
  Score: Raw -3672779.061310 + Penalty 3363.853515 = -3669415.207795
  nChanged 2166
		SP:Iteration 7F (14217.220000 sec): 3 clusters
  Score: Raw -3674543.539186 + Penalty 3363.853515 = -3671179.685671
  nChanged 1814
		SP:Iteration 8F (14217.300000 sec): 3 clusters
  Score: Raw -3676115.747429 + Penalty 3363.853515 = -3672751.893914
  nChanged 1328
		SP:Iteration 9Q (14217.380000 sec): 3 clusters
  Score: Raw -3677278.471201 + Penalty 3363.853515 = -3673914.617686
  nChanged 815
		SP:Iteration 10Q (14217.470000 sec): 3 clusters
  Score: Raw -3677981.158210 + Penalty 3363.853515 = -3674617.304695
  nChanged 445
		SP:Iteration 11Q (14217.550000 sec): 3 clusters
  Score: Raw -3678353.257276 + Penalty 3363.853515 = -3674989.403761
  nChanged 205
		SP:Iteration 12Q (14217.620000 sec): 3 clusters
  Score: Raw -3678519.163525 + Penalty 3363.853515 = -3675155.310010
  nChanged 89
		SP:Iteration 13Q (14217.690000 sec): 3 clusters
  Score: Raw -3678594.510127 + Penalty 3363.853515 = -3675230.656612
  nChanged 56
		SP:Iteration 14Q (14217.760000 sec): 3 clusters
  Score: Raw -3678644.926982 + Penalty 3363.853515 = -3675281.073467
  nChanged 34
		SP:Iteration 15Q (14217.820000 sec): 3 clusters
  Score: Raw -3678679.175715 + Penalty 3363.853515 = -3675315.322200
  nChanged 26
		SP:Iteration 16Q (14217.890000 sec): 3 clusters
  Score: Raw -3678703.076289 + Penalty 3363.853515 = -3675339.222775
  nChanged 12
		SP:Iteration 17Q (14217.950000 sec): 3 clusters
  Score: Raw -3678711.644642 + Penalty 3363.853515 = -3675347.791127
  nChanged 9
		SP:Iteration 18Q (14218.020000 sec): 3 clusters
  Score: Raw -3678720.863946 + Penalty 3363.853515 = -3675357.010431
  nChanged 12
		SP:Iteration 19Q (14218.080000 sec): 3 clusters
  Score: Raw -3678733.665292 + Penalty 3363.853515 = -3675369.811777
  nChanged 9
		SP:Iteration 20F (14218.160000 sec): 3 clusters
  Score: Raw -3678743.534221 + Penalty 3363.853515 = -3675379.680707
  nChanged 7
		SP:Iteration 21Q (14218.230000 sec): 3 clusters
  Score: Raw -3678751.168793 + Penalty 3363.853515 = -3675387.315278
  nChanged 5
		SP:Iteration 22Q (14218.290000 sec): 3 clusters
  Score: Raw -3678754.982762 + Penalty 3363.853515 = -3675391.129247
  nChanged 4
		SP:Iteration 23Q (14218.360000 sec): 3 clusters
  Score: Raw -3678757.374039 + Penalty 3363.853515 = -3675393.520524
  nChanged 2
		SP:Iteration 24Q (14218.420000 sec): 3 clusters
  Score: Raw -3678758.734930 + Penalty 3363.853515 = -3675394.881415
  nChanged 3
		SP:Iteration 25Q (14218.480000 sec): 3 clusters
  Score: Raw -3678759.984803 + Penalty 3363.853515 = -3675396.131288
  nChanged 1
		SP:Iteration 26Q (14218.550000 sec): 3 clusters
  Score: Raw -3678761.063600 + Penalty 3363.853515 = -3675397.210085
  nChanged 1
		SP:Iteration 27Q (14218.620000 sec): 3 clusters
  Score: Raw -3678761.942594 + Penalty 3363.853515 = -3675398.089079
  nChanged 3
		SP:Iteration 28Q (14218.680000 sec): 3 clusters
  Score: Raw -3678763.843498 + Penalty 3363.853515 = -3675399.989983
  nChanged 0
		SP:Iteration 29F (14218.760000 sec): 3 clusters
  Score: Raw -3678763.843498 + Penalty 3363.853515 = -3675399.989983
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14218.800000 sec): 2 clusters
  Score: Raw -933558.476738 + Penalty 1461.371377 = -932097.105361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14218.820000 sec): 3 clusters
  Score: Raw -929073.869930 + Penalty 2922.742755 = -926151.127175
  nChanged 3397
		SP:Iteration 1F (14218.850000 sec): 3 clusters
  Score: Raw -930844.984399 + Penalty 2922.742755 = -927922.241645
  nChanged 512
		SP:Iteration 2F (14218.870000 sec): 3 clusters
  Score: Raw -931045.962163 + Penalty 2922.742755 = -928123.219408
  nChanged 374
		SP:Iteration 3Q (14218.890000 sec): 3 clusters
  Score: Raw -931188.459681 + Penalty 2922.742755 = -928265.716926
  nChanged 323
		SP:Iteration 4Q (14218.910000 sec): 3 clusters
  Score: Raw -931315.547403 + Penalty 2922.742755 = -928392.804648
  nChanged 298
		SP:Iteration 5Q (14218.930000 sec): 3 clusters
  Score: Raw -931430.300698 + Penalty 2922.742755 = -928507.557944
  nChanged 278
		SP:Iteration 6Q (14218.950000 sec): 3 clusters
  Score: Raw -931543.316898 + Penalty 2922.742755 = -928620.574144
  nChanged 276
		SP:Iteration 7Q (14218.970000 sec): 3 clusters
  Score: Raw -931672.864493 + Penalty 2922.742755 = -928750.121739
  nChanged 308
		SP:Iteration 8Q (14218.990000 sec): 3 clusters
  Score: Raw -931819.524921 + Penalty 2922.742755 = -928896.782167
  nChanged 317
		SP:Iteration 9Q (14219.010000 sec): 3 clusters
  Score: Raw -931985.317436 + Penalty 2922.742755 = -929062.574682
  nChanged 316
		SP:Iteration 10Q (14219.040000 sec): 3 clusters
  Score: Raw -932161.216937 + Penalty 2922.742755 = -929238.474182
  nChanged 310
		SP:Iteration 11Q (14219.060000 sec): 3 clusters
  Score: Raw -932362.977270 + Penalty 2922.742755 = -929440.234515
  nChanged 334
		SP:Iteration 12Q (14219.080000 sec): 3 clusters
  Score: Raw -932574.027942 + Penalty 2922.742755 = -929651.285187
  nChanged 298
		SP:Iteration 13Q (14219.100000 sec): 3 clusters
  Score: Raw -932770.988820 + Penalty 2922.742755 = -929848.246065
  nChanged 315
		SP:Iteration 14Q (14219.120000 sec): 3 clusters
  Score: Raw -933007.037841 + Penalty 2922.742755 = -930084.295086
  nChanged 279
		SP:Iteration 15Q (14219.140000 sec): 3 clusters
  Score: Raw -933201.272031 + Penalty 2922.742755 = -930278.529276
  nChanged 221
		SP:Iteration 16Q (14219.160000 sec): 3 clusters
  Score: Raw -933359.535882 + Penalty 2922.742755 = -930436.793127
  nChanged 142
		SP:Iteration 17Q (14219.180000 sec): 3 clusters
  Score: Raw -933475.508018 + Penalty 2922.742755 = -930552.765264
  nChanged 117
		SP:Iteration 18Q (14219.190000 sec): 3 clusters
  Score: Raw -933577.242794 + Penalty 2922.742755 = -930654.500040
  nChanged 67
		SP:Iteration 19Q (14219.210000 sec): 3 clusters
  Score: Raw -933642.874638 + Penalty 2922.742755 = -930720.131883
  nChanged 52
		SP:Iteration 20F (14219.230000 sec): 3 clusters
  Score: Raw -933689.768356 + Penalty 2922.742755 = -930767.025601
  nChanged 26
		SP:Iteration 21Q (14219.250000 sec): 3 clusters
  Score: Raw -933716.846944 + Penalty 2922.742755 = -930794.104189
  nChanged 27
		SP:Iteration 22Q (14219.270000 sec): 3 clusters
  Score: Raw -933744.131852 + Penalty 2922.742755 = -930821.389097
  nChanged 24
		SP:Iteration 23Q (14219.290000 sec): 3 clusters
  Score: Raw -933767.719553 + Penalty 2922.742755 = -930844.976798
  nChanged 20
		SP:Iteration 24Q (14219.300000 sec): 3 clusters
  Score: Raw -933791.032700 + Penalty 2922.742755 = -930868.289945
  nChanged 12
		SP:Iteration 25Q (14219.320000 sec): 3 clusters
  Score: Raw -933804.350814 + Penalty 2922.742755 = -930881.608059
  nChanged 5
		SP:Iteration 26Q (14219.340000 sec): 3 clusters
  Score: Raw -933806.724106 + Penalty 2922.742755 = -930883.981351
  nChanged 4
		SP:Iteration 27Q (14219.350000 sec): 3 clusters
  Score: Raw -933810.253874 + Penalty 2922.742755 = -930887.511119
  nChanged 5
		SP:Iteration 28Q (14219.370000 sec): 3 clusters
  Score: Raw -933816.294296 + Penalty 2922.742755 = -930893.551541
  nChanged 5
		SP:Iteration 29Q (14219.390000 sec): 3 clusters
  Score: Raw -933822.503618 + Penalty 2922.742755 = -930899.760864
  nChanged 2
		SP:Iteration 30Q (14219.400000 sec): 3 clusters
  Score: Raw -933824.823554 + Penalty 2922.742755 = -930902.080799
  nChanged 2
		SP:Iteration 31Q (14219.420000 sec): 3 clusters
  Score: Raw -933826.242596 + Penalty 2922.742755 = -930903.499842
  nChanged 4
		SP:Iteration 32Q (14219.430000 sec): 3 clusters
  Score: Raw -933829.349431 + Penalty 2922.742755 = -930906.606677
  nChanged 1
		SP:Iteration 33Q (14219.450000 sec): 3 clusters
  Score: Raw -933829.869935 + Penalty 2922.742755 = -930907.127181
  nChanged 0
		SP:Iteration 34F (14219.470000 sec): 3 clusters
  Score: Raw -933829.869935 + Penalty 2922.742755 = -930907.127181
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14219.480000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14219.490000 sec): 3 clusters
  Score: Raw -146568.888376 + Penalty 2325.503798 = -144243.384577
  nChanged 419
		SP:Iteration 1F (14219.490000 sec): 3 clusters
  Score: Raw -146907.964174 + Penalty 2325.503798 = -144582.460376
  nChanged 88
		SP:Iteration 2F (14219.490000 sec): 3 clusters
  Score: Raw -146985.678583 + Penalty 2325.503798 = -144660.174785
  nChanged 44
		SP:Iteration 3Q (14219.500000 sec): 3 clusters
  Score: Raw -147041.053869 + Penalty 2325.503798 = -144715.550071
  nChanged 40
		SP:Iteration 4Q (14219.500000 sec): 3 clusters
  Score: Raw -147100.452372 + Penalty 2325.503798 = -144774.948574
  nChanged 37
		SP:Iteration 5Q (14219.500000 sec): 3 clusters
  Score: Raw -147167.107357 + Penalty 2325.503798 = -144841.603559
  nChanged 36
		SP:Iteration 6Q (14219.510000 sec): 3 clusters
  Score: Raw -147206.220510 + Penalty 2325.503798 = -144880.716712
  nChanged 22
		SP:Iteration 7Q (14219.510000 sec): 3 clusters
  Score: Raw -147236.383678 + Penalty 2325.503798 = -144910.879880
  nChanged 33
		SP:Iteration 8Q (14219.510000 sec): 3 clusters
  Score: Raw -147276.519834 + Penalty 2325.503798 = -144951.016036
  nChanged 24
		SP:Iteration 9Q (14219.510000 sec): 3 clusters
  Score: Raw -147300.921717 + Penalty 2325.503798 = -144975.417919
  nChanged 26
		SP:Iteration 10Q (14219.520000 sec): 3 clusters
  Score: Raw -147332.742689 + Penalty 2325.503798 = -145007.238891
  nChanged 37
		SP:Iteration 11Q (14219.520000 sec): 3 clusters
  Score: Raw -147385.784158 + Penalty 2325.503798 = -145060.280360
  nChanged 39
		SP:Iteration 12Q (14219.530000 sec): 3 clusters
  Score: Raw -147454.226796 + Penalty 2325.503798 = -145128.722998
  nChanged 43
		SP:Iteration 13Q (14219.530000 sec): 3 clusters
  Score: Raw -147527.372269 + Penalty 2325.503798 = -145201.868471
  nChanged 42
		SP:Iteration 14Q (14219.530000 sec): 3 clusters
  Score: Raw -147630.568959 + Penalty 2325.503798 = -145305.065161
  nChanged 55
		SP:Iteration 15Q (14219.530000 sec): 3 clusters
  Score: Raw -147803.908058 + Penalty 2325.503798 = -145478.404260
  nChanged 44
		SP:Iteration 16Q (14219.530000 sec): 3 clusters
  Score: Raw -147897.758798 + Penalty 2325.503798 = -145572.255000
  nChanged 29
		SP:Iteration 17Q (14219.540000 sec): 3 clusters
  Score: Raw -147962.952583 + Penalty 2325.503798 = -145637.448785
  nChanged 13
		SP:Iteration 18Q (14219.540000 sec): 3 clusters
  Score: Raw -147988.134360 + Penalty 2325.503798 = -145662.630562
  nChanged 9
		SP:Iteration 19Q (14219.540000 sec): 3 clusters
  Score: Raw -148008.789622 + Penalty 2325.503798 = -145683.285823
  nChanged 11
		SP:Iteration 20F (14219.550000 sec): 3 clusters
  Score: Raw -148037.692740 + Penalty 2325.503798 = -145712.188942
  nChanged 12
		SP:Iteration 21Q (14219.550000 sec): 3 clusters
  Score: Raw -148082.619947 + Penalty 2325.503798 = -145757.116149
  nChanged 9
		SP:Iteration 22Q (14219.550000 sec): 3 clusters
  Score: Raw -148102.468114 + Penalty 2325.503798 = -145776.964316
  nChanged 0
		SP:Iteration 23F (14219.550000 sec): 3 clusters
  Score: Raw -148102.468114 + Penalty 2325.503798 = -145776.964316
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (23071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14219.630000 sec): 2 clusters
  Score: Raw -2620952.258147 + Penalty 1632.528901 = -2619319.729246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14219.690000 sec): 3 clusters
  Score: Raw -2606873.870440 + Penalty 3265.057801 = -2603608.812638
  nChanged 10466
		SP:Iteration 1F (14219.750000 sec): 3 clusters
  Score: Raw -2612467.359368 + Penalty 3265.057801 = -2609202.301567
  nChanged 1108
		SP:Iteration 2Q (14219.810000 sec): 3 clusters
  Score: Raw -2612870.228682 + Penalty 3265.057801 = -2609605.170880
  nChanged 1123
		SP:Iteration 3Q (14219.870000 sec): 3 clusters
  Score: Raw -2613341.083470 + Penalty 3265.057801 = -2610076.025668
  nChanged 1199
		SP:Iteration 4F (14219.930000 sec): 3 clusters
  Score: Raw -2613926.880116 + Penalty 3265.057801 = -2610661.822315
  nChanged 1368
		SP:Iteration 5F (14219.990000 sec): 3 clusters
  Score: Raw -2614738.168526 + Penalty 3265.057801 = -2611473.110724
  nChanged 1594
		SP:Iteration 6F (14220.050000 sec): 3 clusters
  Score: Raw -2615844.810766 + Penalty 3265.057801 = -2612579.752964
  nChanged 1617
		SP:Iteration 7F (14220.110000 sec): 3 clusters
  Score: Raw -2617117.102370 + Penalty 3265.057801 = -2613852.044569
  nChanged 1556
		SP:Iteration 8F (14220.170000 sec): 3 clusters
  Score: Raw -2618435.201049 + Penalty 3265.057801 = -2615170.143248
  nChanged 1241
		SP:Iteration 9F (14220.230000 sec): 3 clusters
  Score: Raw -2619497.150587 + Penalty 3265.057801 = -2616232.092786
  nChanged 834
		SP:Iteration 10Q (14220.280000 sec): 3 clusters
  Score: Raw -2620216.734089 + Penalty 3265.057801 = -2616951.676288
  nChanged 471
		SP:Iteration 11Q (14220.340000 sec): 3 clusters
  Score: Raw -2620642.482363 + Penalty 3265.057801 = -2617377.424562
  nChanged 255
		SP:Iteration 12Q (14220.390000 sec): 3 clusters
  Score: Raw -2620873.934506 + Penalty 3265.057801 = -2617608.876705
  nChanged 153
		SP:Iteration 13Q (14220.430000 sec): 3 clusters
  Score: Raw -2621024.098530 + Penalty 3265.057801 = -2617759.040728
  nChanged 79
		SP:Iteration 14Q (14220.490000 sec): 3 clusters
  Score: Raw -2621105.441955 + Penalty 3265.057801 = -2617840.384154
  nChanged 53
		SP:Iteration 15Q (14220.530000 sec): 3 clusters
  Score: Raw -2621154.193859 + Penalty 3265.057801 = -2617889.136057
  nChanged 22
		SP:Iteration 16Q (14220.580000 sec): 3 clusters
  Score: Raw -2621169.295563 + Penalty 3265.057801 = -2617904.237762
  nChanged 12
		SP:Iteration 17Q (14220.620000 sec): 3 clusters
  Score: Raw -2621178.816344 + Penalty 3265.057801 = -2617913.758542
  nChanged 10
		SP:Iteration 18Q (14220.660000 sec): 3 clusters
  Score: Raw -2621188.088488 + Penalty 3265.057801 = -2617923.030687
  nChanged 9
		SP:Iteration 19Q (14220.710000 sec): 3 clusters
  Score: Raw -2621194.718570 + Penalty 3265.057801 = -2617929.660769
  nChanged 6
		SP:Iteration 20F (14220.770000 sec): 3 clusters
  Score: Raw -2621198.915630 + Penalty 3265.057801 = -2617933.857829
  nChanged 3
		SP:Iteration 21Q (14220.810000 sec): 3 clusters
  Score: Raw -2621200.979921 + Penalty 3265.057801 = -2617935.922119
  nChanged 0
		SP:Iteration 22F (14220.870000 sec): 3 clusters
  Score: Raw -2621200.979921 + Penalty 3265.057801 = -2617935.922119
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14220.890000 sec): 2 clusters
  Score: Raw -373120.789636 + Penalty 1316.177571 = -371804.612065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14220.900000 sec): 3 clusters
  Score: Raw -371577.038836 + Penalty 2632.355142 = -368944.683695
  nChanged 1229
		SP:Iteration 1F (14220.910000 sec): 3 clusters
  Score: Raw -372245.644131 + Penalty 2632.355142 = -369613.288989
  nChanged 244
		SP:Iteration 2F (14220.920000 sec): 3 clusters
  Score: Raw -372386.625310 + Penalty 2632.355142 = -369754.270168
  nChanged 164
		SP:Iteration 3Q (14220.930000 sec): 3 clusters
  Score: Raw -372488.101700 + Penalty 2632.355142 = -369855.746558
  nChanged 139
		SP:Iteration 4Q (14220.930000 sec): 3 clusters
  Score: Raw -372576.120239 + Penalty 2632.355142 = -369943.765098
  nChanged 127
		SP:Iteration 5Q (14220.940000 sec): 3 clusters
  Score: Raw -372649.881134 + Penalty 2632.355142 = -370017.525993
  nChanged 98
		SP:Iteration 6Q (14220.950000 sec): 3 clusters
  Score: Raw -372708.855222 + Penalty 2632.355142 = -370076.500080
  nChanged 90
		SP:Iteration 7Q (14220.960000 sec): 3 clusters
  Score: Raw -372772.057780 + Penalty 2632.355142 = -370139.702638
  nChanged 88
		SP:Iteration 8Q (14220.970000 sec): 3 clusters
  Score: Raw -372841.594435 + Penalty 2632.355142 = -370209.239293
  nChanged 93
		SP:Iteration 9Q (14220.970000 sec): 3 clusters
  Score: Raw -372918.175981 + Penalty 2632.355142 = -370285.820840
  nChanged 99
		SP:Iteration 10Q (14220.980000 sec): 3 clusters
  Score: Raw -372995.586470 + Penalty 2632.355142 = -370363.231328
  nChanged 90
		SP:Iteration 11Q (14220.990000 sec): 3 clusters
  Score: Raw -373067.565428 + Penalty 2632.355142 = -370435.210286
  nChanged 95
		SP:Iteration 12Q (14221.000000 sec): 3 clusters
  Score: Raw -373140.664689 + Penalty 2632.355142 = -370508.309547
  nChanged 86
		SP:Iteration 13Q (14221.010000 sec): 3 clusters
  Score: Raw -373203.412582 + Penalty 2632.355142 = -370571.057441
  nChanged 89
		SP:Iteration 14Q (14221.010000 sec): 3 clusters
  Score: Raw -373262.192496 + Penalty 2632.355142 = -370629.837354
  nChanged 71
		SP:Iteration 15Q (14221.020000 sec): 3 clusters
  Score: Raw -373306.417524 + Penalty 2632.355142 = -370674.062382
  nChanged 61
		SP:Iteration 16Q (14221.030000 sec): 3 clusters
  Score: Raw -373359.705129 + Penalty 2632.355142 = -370727.349987
  nChanged 58
		SP:Iteration 17Q (14221.040000 sec): 3 clusters
  Score: Raw -373408.652234 + Penalty 2632.355142 = -370776.297093
  nChanged 44
		SP:Iteration 18Q (14221.050000 sec): 3 clusters
  Score: Raw -373439.555541 + Penalty 2632.355142 = -370807.200399
  nChanged 42
		SP:Iteration 19Q (14221.050000 sec): 3 clusters
  Score: Raw -373460.381298 + Penalty 2632.355142 = -370828.026156
  nChanged 36
		SP:Iteration 20F (14221.060000 sec): 3 clusters
  Score: Raw -373482.052750 + Penalty 2632.355142 = -370849.697608
  nChanged 36
		SP:Iteration 21Q (14221.070000 sec): 3 clusters
  Score: Raw -373501.957668 + Penalty 2632.355142 = -370869.602526
  nChanged 35
		SP:Iteration 22Q (14221.080000 sec): 3 clusters
  Score: Raw -373525.115518 + Penalty 2632.355142 = -370892.760376
  nChanged 49
		SP:Iteration 23Q (14221.080000 sec): 3 clusters
  Score: Raw -373551.209088 + Penalty 2632.355142 = -370918.853946
  nChanged 43
		SP:Iteration 24Q (14221.090000 sec): 3 clusters
  Score: Raw -373573.669328 + Penalty 2632.355142 = -370941.314187
  nChanged 39
		SP:Iteration 25Q (14221.100000 sec): 3 clusters
  Score: Raw -373595.782764 + Penalty 2632.355142 = -370963.427623
  nChanged 41
		SP:Iteration 26Q (14221.110000 sec): 3 clusters
  Score: Raw -373619.908259 + Penalty 2632.355142 = -370987.553117
  nChanged 49
		SP:Iteration 27Q (14221.110000 sec): 3 clusters
  Score: Raw -373656.517544 + Penalty 2632.355142 = -371024.162402
  nChanged 53
		SP:Iteration 28Q (14221.120000 sec): 3 clusters
  Score: Raw -373708.528294 + Penalty 2632.355142 = -371076.173152
  nChanged 61
		SP:Iteration 29Q (14221.130000 sec): 3 clusters
  Score: Raw -373763.023187 + Penalty 2632.355142 = -371130.668045
  nChanged 51
		SP:Iteration 30Q (14221.130000 sec): 3 clusters
  Score: Raw -373799.499736 + Penalty 2632.355142 = -371167.144594
  nChanged 38
		SP:Iteration 31Q (14221.140000 sec): 3 clusters
  Score: Raw -373828.372375 + Penalty 2632.355142 = -371196.017233
  nChanged 27
		SP:Iteration 32Q (14221.150000 sec): 3 clusters
  Score: Raw -373840.161186 + Penalty 2632.355142 = -371207.806044
  nChanged 21
		SP:Iteration 33Q (14221.160000 sec): 3 clusters
  Score: Raw -373852.796495 + Penalty 2632.355142 = -371220.441354
  nChanged 13
		SP:Iteration 34Q (14221.170000 sec): 3 clusters
  Score: Raw -373859.743794 + Penalty 2632.355142 = -371227.388653
  nChanged 15
		SP:Iteration 35Q (14221.170000 sec): 3 clusters
  Score: Raw -373869.019650 + Penalty 2632.355142 = -371236.664508
  nChanged 10
		SP:Iteration 36Q (14221.180000 sec): 3 clusters
  Score: Raw -373872.919042 + Penalty 2632.355142 = -371240.563900
  nChanged 10
		SP:Iteration 37Q (14221.190000 sec): 3 clusters
  Score: Raw -373878.837258 + Penalty 2632.355142 = -371246.482117
  nChanged 15
		SP:Iteration 38Q (14221.190000 sec): 3 clusters
  Score: Raw -373887.464243 + Penalty 2632.355142 = -371255.109101
  nChanged 16
		SP:Iteration 39Q (14221.200000 sec): 3 clusters
  Score: Raw -373895.269597 + Penalty 2632.355142 = -371262.914455
  nChanged 9
		SP:Iteration 40F (14221.210000 sec): 3 clusters
  Score: Raw -373902.756974 + Penalty 2632.355142 = -371270.401833
  nChanged 13
		SP:Iteration 41Q (14221.210000 sec): 3 clusters
  Score: Raw -373913.241413 + Penalty 2632.355142 = -371280.886271
  nChanged 16
		SP:Iteration 42Q (14221.220000 sec): 3 clusters
  Score: Raw -373925.313667 + Penalty 2632.355142 = -371292.958525
  nChanged 5
		SP:Iteration 43Q (14221.230000 sec): 3 clusters
  Score: Raw -373926.968542 + Penalty 2632.355142 = -371294.613400
  nChanged 4
		SP:Iteration 44Q (14221.230000 sec): 3 clusters
  Score: Raw -373928.524734 + Penalty 2632.355142 = -371296.169592
  nChanged 6
		SP:Iteration 45Q (14221.240000 sec): 3 clusters
  Score: Raw -373930.815761 + Penalty 2632.355142 = -371298.460619
  nChanged 3
		SP:Iteration 46Q (14221.250000 sec): 3 clusters
  Score: Raw -373932.420857 + Penalty 2632.355142 = -371300.065715
  nChanged 3
		SP:Iteration 47Q (14221.260000 sec): 3 clusters
  Score: Raw -373934.736097 + Penalty 2632.355142 = -371302.380955
  nChanged 3
		SP:Iteration 48Q (14221.260000 sec): 3 clusters
  Score: Raw -373937.446843 + Penalty 2632.355142 = -371305.091701
  nChanged 6
		SP:Iteration 49Q (14221.270000 sec): 3 clusters
  Score: Raw -373940.652329 + Penalty 2632.355142 = -371308.297187
  nChanged 6
		SP:Iteration 50Q (14221.280000 sec): 3 clusters
  Score: Raw -373943.010419 + Penalty 2632.355142 = -371310.655277
  nChanged 4
		SP:Iteration 51Q (14221.280000 sec): 3 clusters
  Score: Raw -373944.524113 + Penalty 2632.355142 = -371312.168971
  nChanged 6
		SP:Iteration 52Q (14221.290000 sec): 3 clusters
  Score: Raw -373947.325067 + Penalty 2632.355142 = -371314.969925
  nChanged 6
		SP:Iteration 53Q (14221.300000 sec): 3 clusters
  Score: Raw -373951.122616 + Penalty 2632.355142 = -371318.767475
  nChanged 8
		SP:Iteration 54Q (14221.300000 sec): 3 clusters
  Score: Raw -373958.821865 + Penalty 2632.355142 = -371326.466723
  nChanged 12
		SP:Iteration 55Q (14221.310000 sec): 3 clusters
  Score: Raw -373967.485014 + Penalty 2632.355142 = -371335.129873
  nChanged 10
		SP:Iteration 56Q (14221.320000 sec): 3 clusters
  Score: Raw -373975.522527 + Penalty 2632.355142 = -371343.167385
  nChanged 7
		SP:Iteration 57Q (14221.320000 sec): 3 clusters
  Score: Raw -373980.814975 + Penalty 2632.355142 = -371348.459833
  nChanged 7
		SP:Iteration 58Q (14221.330000 sec): 3 clusters
  Score: Raw -373984.077224 + Penalty 2632.355142 = -371351.722082
  nChanged 4
		SP:Iteration 59Q (14221.340000 sec): 3 clusters
  Score: Raw -373984.911575 + Penalty 2632.355142 = -371352.556433
  nChanged 5
		SP:Iteration 60F (14221.350000 sec): 3 clusters
  Score: Raw -373986.546126 + Penalty 2632.355142 = -371354.190984
  nChanged 5
		SP:Iteration 61Q (14221.350000 sec): 3 clusters
  Score: Raw -373988.514345 + Penalty 2632.355142 = -371356.159203
  nChanged 1
		SP:Iteration 62Q (14221.360000 sec): 3 clusters
  Score: Raw -373988.741771 + Penalty 2632.355142 = -371356.386629
  nChanged 0
		SP:Iteration 63F (14221.370000 sec): 3 clusters
  Score: Raw -373988.741771 + Penalty 2632.355142 = -371356.386629
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14221.380000 sec): 2 clusters
  Score: Raw -418727.931931 + Penalty 1335.289897 = -417392.642034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14221.390000 sec): 3 clusters
  Score: Raw -416922.385791 + Penalty 2670.579794 = -414251.805997
  nChanged 1438
		SP:Iteration 1F (14221.400000 sec): 3 clusters
  Score: Raw -417794.366081 + Penalty 2670.579794 = -415123.786287
  nChanged 246
		SP:Iteration 2F (14221.410000 sec): 3 clusters
  Score: Raw -417919.807969 + Penalty 2670.579794 = -415249.228175
  nChanged 151
		SP:Iteration 3Q (14221.420000 sec): 3 clusters
  Score: Raw -417988.181696 + Penalty 2670.579794 = -415317.601902
  nChanged 128
		SP:Iteration 4Q (14221.430000 sec): 3 clusters
  Score: Raw -418032.999535 + Penalty 2670.579794 = -415362.419741
  nChanged 99
		SP:Iteration 5Q (14221.430000 sec): 3 clusters
  Score: Raw -418079.990404 + Penalty 2670.579794 = -415409.410610
  nChanged 91
		SP:Iteration 6Q (14221.450000 sec): 3 clusters
  Score: Raw -418122.177051 + Penalty 2670.579794 = -415451.597258
  nChanged 79
		SP:Iteration 7Q (14221.450000 sec): 3 clusters
  Score: Raw -418156.038480 + Penalty 2670.579794 = -415485.458687
  nChanged 68
		SP:Iteration 8Q (14221.460000 sec): 3 clusters
  Score: Raw -418184.153851 + Penalty 2670.579794 = -415513.574057
  nChanged 77
		SP:Iteration 9Q (14221.470000 sec): 3 clusters
  Score: Raw -418215.802734 + Penalty 2670.579794 = -415545.222941
  nChanged 73
		SP:Iteration 10Q (14221.480000 sec): 3 clusters
  Score: Raw -418253.187287 + Penalty 2670.579794 = -415582.607493
  nChanged 85
		SP:Iteration 11Q (14221.490000 sec): 3 clusters
  Score: Raw -418297.549844 + Penalty 2670.579794 = -415626.970050
  nChanged 86
		SP:Iteration 12Q (14221.500000 sec): 3 clusters
  Score: Raw -418347.427174 + Penalty 2670.579794 = -415676.847381
  nChanged 100
		SP:Iteration 13Q (14221.510000 sec): 3 clusters
  Score: Raw -418398.966725 + Penalty 2670.579794 = -415728.386931
  nChanged 89
		SP:Iteration 14Q (14221.520000 sec): 3 clusters
  Score: Raw -418441.575627 + Penalty 2670.579794 = -415770.995833
  nChanged 77
		SP:Iteration 15Q (14221.530000 sec): 3 clusters
  Score: Raw -418479.815578 + Penalty 2670.579794 = -415809.235785
  nChanged 78
		SP:Iteration 16Q (14221.530000 sec): 3 clusters
  Score: Raw -418525.039087 + Penalty 2670.579794 = -415854.459293
  nChanged 86
		SP:Iteration 17Q (14221.550000 sec): 3 clusters
  Score: Raw -418578.983001 + Penalty 2670.579794 = -415908.403207
  nChanged 77
		SP:Iteration 18Q (14221.550000 sec): 3 clusters
  Score: Raw -418623.535442 + Penalty 2670.579794 = -415952.955649
  nChanged 65
		SP:Iteration 19Q (14221.560000 sec): 3 clusters
  Score: Raw -418662.735196 + Penalty 2670.579794 = -415992.155403
  nChanged 63
		SP:Iteration 20F (14221.570000 sec): 3 clusters
  Score: Raw -418705.835556 + Penalty 2670.579794 = -416035.255763
  nChanged 59
		SP:Iteration 21Q (14221.580000 sec): 3 clusters
  Score: Raw -418746.656266 + Penalty 2670.579794 = -416076.076472
  nChanged 55
		SP:Iteration 22Q (14221.590000 sec): 3 clusters
  Score: Raw -418790.532881 + Penalty 2670.579794 = -416119.953087
  nChanged 57
		SP:Iteration 23Q (14221.600000 sec): 3 clusters
  Score: Raw -418828.705733 + Penalty 2670.579794 = -416158.125940
  nChanged 36
		SP:Iteration 24Q (14221.610000 sec): 3 clusters
  Score: Raw -418858.977450 + Penalty 2670.579794 = -416188.397656
  nChanged 37
		SP:Iteration 25Q (14221.610000 sec): 3 clusters
  Score: Raw -418900.372404 + Penalty 2670.579794 = -416229.792610
  nChanged 41
		SP:Iteration 26Q (14221.620000 sec): 3 clusters
  Score: Raw -418933.306193 + Penalty 2670.579794 = -416262.726400
  nChanged 25
		SP:Iteration 27Q (14221.630000 sec): 3 clusters
  Score: Raw -418952.688818 + Penalty 2670.579794 = -416282.109024
  nChanged 21
		SP:Iteration 28Q (14221.640000 sec): 3 clusters
  Score: Raw -418963.061708 + Penalty 2670.579794 = -416292.481914
  nChanged 18
		SP:Iteration 29Q (14221.650000 sec): 3 clusters
  Score: Raw -418972.526078 + Penalty 2670.579794 = -416301.946284
  nChanged 19
		SP:Iteration 30Q (14221.660000 sec): 3 clusters
  Score: Raw -418981.502066 + Penalty 2670.579794 = -416310.922272
  nChanged 13
		SP:Iteration 31Q (14221.670000 sec): 3 clusters
  Score: Raw -418987.390027 + Penalty 2670.579794 = -416316.810233
  nChanged 16
		SP:Iteration 32Q (14221.670000 sec): 3 clusters
  Score: Raw -419000.791657 + Penalty 2670.579794 = -416330.211863
  nChanged 18
		SP:Iteration 33Q (14221.680000 sec): 3 clusters
  Score: Raw -419011.600585 + Penalty 2670.579794 = -416341.020791
  nChanged 16
		SP:Iteration 34Q (14221.690000 sec): 3 clusters
  Score: Raw -419024.490618 + Penalty 2670.579794 = -416353.910824
  nChanged 17
		SP:Iteration 35Q (14221.700000 sec): 3 clusters
  Score: Raw -419034.677122 + Penalty 2670.579794 = -416364.097328
  nChanged 15
		SP:Iteration 36Q (14221.710000 sec): 3 clusters
  Score: Raw -419042.454662 + Penalty 2670.579794 = -416371.874868
  nChanged 4
		SP:Iteration 37Q (14221.710000 sec): 3 clusters
  Score: Raw -419045.033012 + Penalty 2670.579794 = -416374.453219
  nChanged 3
		SP:Iteration 38Q (14221.720000 sec): 3 clusters
  Score: Raw -419046.193546 + Penalty 2670.579794 = -416375.613753
  nChanged 2
		SP:Iteration 39Q (14221.730000 sec): 3 clusters
  Score: Raw -419047.476515 + Penalty 2670.579794 = -416376.896722
  nChanged 3
		SP:Iteration 40F (14221.740000 sec): 3 clusters
  Score: Raw -419049.200474 + Penalty 2670.579794 = -416378.620681
  nChanged 2
		SP:Iteration 41Q (14221.750000 sec): 3 clusters
  Score: Raw -419049.805957 + Penalty 2670.579794 = -416379.226163
  nChanged 2
		SP:Iteration 42Q (14221.750000 sec): 3 clusters
  Score: Raw -419050.375257 + Penalty 2670.579794 = -416379.795463
  nChanged 1
		SP:Iteration 43Q (14221.760000 sec): 3 clusters
  Score: Raw -419050.797189 + Penalty 2670.579794 = -416380.217396
  nChanged 1
		SP:Iteration 44Q (14221.770000 sec): 3 clusters
  Score: Raw -419050.917818 + Penalty 2670.579794 = -416380.338024
  nChanged 2
		SP:Iteration 45Q (14221.780000 sec): 3 clusters
  Score: Raw -419052.837436 + Penalty 2670.579794 = -416382.257643
  nChanged 5
		SP:Iteration 46Q (14221.780000 sec): 3 clusters
  Score: Raw -419055.882191 + Penalty 2670.579794 = -416385.302398
  nChanged 4
		SP:Iteration 47Q (14221.790000 sec): 3 clusters
  Score: Raw -419057.587559 + Penalty 2670.579794 = -416387.007765
  nChanged 2
		SP:Iteration 48Q (14221.800000 sec): 3 clusters
  Score: Raw -419058.233189 + Penalty 2670.579794 = -416387.653395
  nChanged 1
		SP:Iteration 49Q (14221.810000 sec): 3 clusters
  Score: Raw -419058.553798 + Penalty 2670.579794 = -416387.974004
  nChanged 2
		SP:Iteration 50Q (14221.810000 sec): 3 clusters
  Score: Raw -419059.308514 + Penalty 2670.579794 = -416388.728720
  nChanged 5
		SP:Iteration 51Q (14221.820000 sec): 3 clusters
  Score: Raw -419060.684722 + Penalty 2670.579794 = -416390.104928
  nChanged 4
		SP:Iteration 52Q (14221.830000 sec): 3 clusters
  Score: Raw -419063.086681 + Penalty 2670.579794 = -416392.506887
  nChanged 3
		SP:Iteration 53Q (14221.840000 sec): 3 clusters
  Score: Raw -419064.308534 + Penalty 2670.579794 = -416393.728741
  nChanged 3
		SP:Iteration 54Q (14221.850000 sec): 3 clusters
  Score: Raw -419065.860457 + Penalty 2670.579794 = -416395.280663
  nChanged 4
		SP:Iteration 55Q (14221.850000 sec): 3 clusters
  Score: Raw -419068.361424 + Penalty 2670.579794 = -416397.781631
  nChanged 1
		SP:Iteration 56Q (14221.860000 sec): 3 clusters
  Score: Raw -419070.067670 + Penalty 2670.579794 = -416399.487876
  nChanged 4
		SP:Iteration 57Q (14221.870000 sec): 3 clusters
  Score: Raw -419072.072858 + Penalty 2670.579794 = -416401.493064
  nChanged 3
		SP:Iteration 58Q (14221.880000 sec): 3 clusters
  Score: Raw -419073.414614 + Penalty 2670.579794 = -416402.834820
  nChanged 4
		SP:Iteration 59Q (14221.890000 sec): 3 clusters
  Score: Raw -419075.525364 + Penalty 2670.579794 = -416404.945570
  nChanged 7
		SP:Iteration 60F (14221.890000 sec): 3 clusters
  Score: Raw -419079.217419 + Penalty 2670.579794 = -416408.637625
  nChanged 7
		SP:Iteration 61Q (14221.900000 sec): 3 clusters
  Score: Raw -419084.025491 + Penalty 2670.579794 = -416413.445697
  nChanged 2
		SP:Iteration 62Q (14221.910000 sec): 3 clusters
  Score: Raw -419084.845019 + Penalty 2670.579794 = -416414.265225
  nChanged 0
		SP:Iteration 63F (14221.920000 sec): 3 clusters
  Score: Raw -419084.845019 + Penalty 2670.579794 = -416414.265225
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14222.260000 sec): 2 clusters
  Score: Raw -13007105.065189 + Penalty 1886.564158 = -13005218.501031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14222.550000 sec): 3 clusters
  Score: Raw -12935442.420621 + Penalty 3773.128316 = -12931669.292305
  nChanged 52506
		SP:Iteration 1F (14222.850000 sec): 3 clusters
  Score: Raw -12966709.864651 + Penalty 3773.128316 = -12962936.736335
  nChanged 4484
		SP:Iteration 2Q (14223.150000 sec): 3 clusters
  Score: Raw -12968308.051979 + Penalty 3773.128316 = -12964534.923663
  nChanged 5531
		SP:Iteration 3F (14223.440000 sec): 3 clusters
  Score: Raw -12970785.346414 + Penalty 3773.128316 = -12967012.218098
  nChanged 6855
		SP:Iteration 4F (14223.730000 sec): 3 clusters
  Score: Raw -12974451.945953 + Penalty 3773.128316 = -12970678.817637
  nChanged 7714
		SP:Iteration 5F (14224.030000 sec): 3 clusters
  Score: Raw -12978885.564301 + Penalty 3773.128316 = -12975112.435985
  nChanged 7715
		SP:Iteration 6F (14224.320000 sec): 3 clusters
  Score: Raw -12983190.313508 + Penalty 3773.128316 = -12979417.185192
  nChanged 6652
		SP:Iteration 7F (14224.620000 sec): 3 clusters
  Score: Raw -12986648.010539 + Penalty 3773.128316 = -12982874.882223
  nChanged 5598
		SP:Iteration 8F (14224.900000 sec): 3 clusters
  Score: Raw -12989466.301654 + Penalty 3773.128316 = -12985693.173338
  nChanged 4680
		SP:Iteration 9Q (14225.200000 sec): 3 clusters
  Score: Raw -12991881.924508 + Penalty 3773.128316 = -12988108.796192
  nChanged 4163
		SP:Iteration 10Q (14225.500000 sec): 3 clusters
  Score: Raw -12994264.301571 + Penalty 3773.128316 = -12990491.173255
  nChanged 3850
		SP:Iteration 11Q (14225.800000 sec): 3 clusters
  Score: Raw -12996738.918063 + Penalty 3773.128316 = -12992965.789747
  nChanged 3667
		SP:Iteration 12Q (14226.100000 sec): 3 clusters
  Score: Raw -12999448.577209 + Penalty 3773.128316 = -12995675.448893
  nChanged 3067
		SP:Iteration 13Q (14226.390000 sec): 3 clusters
  Score: Raw -13001910.497393 + Penalty 3773.128316 = -12998137.369078
  nChanged 2249
		SP:Iteration 14Q (14226.660000 sec): 3 clusters
  Score: Raw -13003769.837185 + Penalty 3773.128316 = -12999996.708869
  nChanged 1522
		SP:Iteration 15Q (14226.920000 sec): 3 clusters
  Score: Raw -13004949.013585 + Penalty 3773.128316 = -13001175.885269
  nChanged 1116
		SP:Iteration 16Q (14227.160000 sec): 3 clusters
  Score: Raw -13005676.864426 + Penalty 3773.128316 = -13001903.736110
  nChanged 818
		SP:Iteration 17Q (14227.390000 sec): 3 clusters
  Score: Raw -13006152.290525 + Penalty 3773.128316 = -13002379.162209
  nChanged 640
		SP:Iteration 18Q (14227.620000 sec): 3 clusters
  Score: Raw -13006475.626382 + Penalty 3773.128316 = -13002702.498066
  nChanged 467
		SP:Iteration 19Q (14227.840000 sec): 3 clusters
  Score: Raw -13006685.162067 + Penalty 3773.128316 = -13002912.033751
  nChanged 381
		SP:Iteration 20F (14228.140000 sec): 3 clusters
  Score: Raw -13006842.436821 + Penalty 3773.128316 = -13003069.308506
  nChanged 310
		SP:Iteration 21Q (14228.360000 sec): 3 clusters
  Score: Raw -13006956.264332 + Penalty 3773.128316 = -13003183.136016
  nChanged 282
		SP:Iteration 22Q (14228.580000 sec): 3 clusters
  Score: Raw -13007050.963138 + Penalty 3773.128316 = -13003277.834822
  nChanged 236
		SP:Iteration 23Q (14228.790000 sec): 3 clusters
  Score: Raw -13007127.288457 + Penalty 3773.128316 = -13003354.160141
  nChanged 207
		SP:Iteration 24Q (14229.010000 sec): 3 clusters
  Score: Raw -13007194.209597 + Penalty 3773.128316 = -13003421.081281
  nChanged 198
		SP:Iteration 25Q (14229.220000 sec): 3 clusters
  Score: Raw -13007255.960756 + Penalty 3773.128316 = -13003482.832440
  nChanged 158
		SP:Iteration 26Q (14229.430000 sec): 3 clusters
  Score: Raw -13007301.786958 + Penalty 3773.128316 = -13003528.658643
  nChanged 144
		SP:Iteration 27Q (14229.640000 sec): 3 clusters
  Score: Raw -13007341.879339 + Penalty 3773.128316 = -13003568.751023
  nChanged 117
		SP:Iteration 28Q (14229.860000 sec): 3 clusters
  Score: Raw -13007371.005004 + Penalty 3773.128316 = -13003597.876688
  nChanged 89
		SP:Iteration 29Q (14230.070000 sec): 3 clusters
  Score: Raw -13007394.001370 + Penalty 3773.128316 = -13003620.873054
  nChanged 76
		SP:Iteration 30Q (14230.280000 sec): 3 clusters
  Score: Raw -13007411.396357 + Penalty 3773.128316 = -13003638.268041
  nChanged 69
		SP:Iteration 31Q (14230.490000 sec): 3 clusters
  Score: Raw -13007426.604403 + Penalty 3773.128316 = -13003653.476087
  nChanged 50
		SP:Iteration 32Q (14230.700000 sec): 3 clusters
  Score: Raw -13007434.852272 + Penalty 3773.128316 = -13003661.723956
  nChanged 34
		SP:Iteration 33Q (14230.910000 sec): 3 clusters
  Score: Raw -13007439.745687 + Penalty 3773.128316 = -13003666.617371
  nChanged 29
		SP:Iteration 34Q (14231.120000 sec): 3 clusters
  Score: Raw -13007445.466641 + Penalty 3773.128316 = -13003672.338325
  nChanged 33
		SP:Iteration 35Q (14231.330000 sec): 3 clusters
  Score: Raw -13007451.988377 + Penalty 3773.128316 = -13003678.860061
  nChanged 34
		SP:Iteration 36Q (14231.540000 sec): 3 clusters
  Score: Raw -13007460.691891 + Penalty 3773.128316 = -13003687.563575
  nChanged 37
		SP:Iteration 37Q (14231.750000 sec): 3 clusters
  Score: Raw -13007469.194466 + Penalty 3773.128316 = -13003696.066151
  nChanged 31
		SP:Iteration 38Q (14231.960000 sec): 3 clusters
  Score: Raw -13007476.245064 + Penalty 3773.128316 = -13003703.116748
  nChanged 32
		SP:Iteration 39Q (14232.180000 sec): 3 clusters
  Score: Raw -13007481.587695 + Penalty 3773.128316 = -13003708.459379
  nChanged 33
		SP:Iteration 40F (14232.470000 sec): 3 clusters
  Score: Raw -13007488.061775 + Penalty 3773.128316 = -13003714.933460
  nChanged 32
		SP:Iteration 41Q (14232.680000 sec): 3 clusters
  Score: Raw -13007494.369740 + Penalty 3773.128316 = -13003721.241424
  nChanged 34
		SP:Iteration 42Q (14232.880000 sec): 3 clusters
  Score: Raw -13007499.285676 + Penalty 3773.128316 = -13003726.157360
  nChanged 30
		SP:Iteration 43Q (14233.090000 sec): 3 clusters
  Score: Raw -13007504.538686 + Penalty 3773.128316 = -13003731.410370
  nChanged 17
		SP:Iteration 44Q (14233.300000 sec): 3 clusters
  Score: Raw -13007507.300015 + Penalty 3773.128316 = -13003734.171699
  nChanged 12
		SP:Iteration 45Q (14233.500000 sec): 3 clusters
  Score: Raw -13007509.083997 + Penalty 3773.128316 = -13003735.955681
  nChanged 13
		SP:Iteration 46Q (14233.710000 sec): 3 clusters
  Score: Raw -13007510.983426 + Penalty 3773.128316 = -13003737.855110
  nChanged 6
		SP:Iteration 47Q (14233.920000 sec): 3 clusters
  Score: Raw -13007511.835726 + Penalty 3773.128316 = -13003738.707410
  nChanged 7
		SP:Iteration 48Q (14234.150000 sec): 3 clusters
  Score: Raw -13007512.471547 + Penalty 3773.128316 = -13003739.343231
  nChanged 2
		SP:Iteration 49Q (14234.360000 sec): 3 clusters
  Score: Raw -13007512.703881 + Penalty 3773.128316 = -13003739.575565
  nChanged 3
		SP:Iteration 50Q (14234.570000 sec): 3 clusters
  Score: Raw -13007513.301373 + Penalty 3773.128316 = -13003740.173057
  nChanged 5
		SP:Iteration 51Q (14234.780000 sec): 3 clusters
  Score: Raw -13007514.037748 + Penalty 3773.128316 = -13003740.909432
  nChanged 4
		SP:Iteration 52Q (14234.980000 sec): 3 clusters
  Score: Raw -13007514.581557 + Penalty 3773.128316 = -13003741.453241
  nChanged 4
		SP:Iteration 53Q (14235.190000 sec): 3 clusters
  Score: Raw -13007515.236201 + Penalty 3773.128316 = -13003742.107885
  nChanged 3
		SP:Iteration 54Q (14235.400000 sec): 3 clusters
  Score: Raw -13007515.582332 + Penalty 3773.128316 = -13003742.454016
  nChanged 2
		SP:Iteration 55Q (14235.600000 sec): 3 clusters
  Score: Raw -13007515.729056 + Penalty 3773.128316 = -13003742.600740
  nChanged 2
		SP:Iteration 56Q (14235.820000 sec): 3 clusters
  Score: Raw -13007516.033401 + Penalty 3773.128316 = -13003742.905085
  nChanged 0
		SP:Iteration 57F (14236.100000 sec): 3 clusters
  Score: Raw -13007516.033401 + Penalty 3773.128316 = -13003742.905085
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (7131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14236.180000 sec): 2 clusters
  Score: Raw -748328.312963 + Penalty 1441.733598 = -746886.579365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14236.200000 sec): 3 clusters
  Score: Raw -744483.841229 + Penalty 2883.467196 = -741600.374033
  nChanged 2998
		SP:Iteration 1F (14236.220000 sec): 3 clusters
  Score: Raw -746284.228698 + Penalty 2883.467196 = -743400.761502
  nChanged 679
		SP:Iteration 2F (14236.240000 sec): 3 clusters
  Score: Raw -746878.426314 + Penalty 2883.467196 = -743994.959118
  nChanged 557
		SP:Iteration 3F (14236.250000 sec): 3 clusters
  Score: Raw -747362.063872 + Penalty 2883.467196 = -744478.596677
  nChanged 485
		SP:Iteration 4F (14236.270000 sec): 3 clusters
  Score: Raw -747748.681411 + Penalty 2883.467196 = -744865.214216
  nChanged 395
		SP:Iteration 5F (14236.280000 sec): 3 clusters
  Score: Raw -748024.527159 + Penalty 2883.467196 = -745141.059964
  nChanged 325
		SP:Iteration 6Q (14236.300000 sec): 3 clusters
  Score: Raw -748213.755353 + Penalty 2883.467196 = -745330.288157
  nChanged 268
		SP:Iteration 7Q (14236.320000 sec): 3 clusters
  Score: Raw -748374.546872 + Penalty 2883.467196 = -745491.079676
  nChanged 231
		SP:Iteration 8Q (14236.340000 sec): 3 clusters
  Score: Raw -748514.410331 + Penalty 2883.467196 = -745630.943135
  nChanged 202
		SP:Iteration 9Q (14236.360000 sec): 3 clusters
  Score: Raw -748642.360549 + Penalty 2883.467196 = -745758.893353
  nChanged 169
		SP:Iteration 10Q (14236.370000 sec): 3 clusters
  Score: Raw -748751.415276 + Penalty 2883.467196 = -745867.948080
  nChanged 160
		SP:Iteration 11Q (14236.390000 sec): 3 clusters
  Score: Raw -748832.754855 + Penalty 2883.467196 = -745949.287659
  nChanged 132
		SP:Iteration 12Q (14236.410000 sec): 3 clusters
  Score: Raw -748885.096443 + Penalty 2883.467196 = -746001.629247
  nChanged 109
		SP:Iteration 13Q (14236.420000 sec): 3 clusters
  Score: Raw -748922.088147 + Penalty 2883.467196 = -746038.620951
  nChanged 85
		SP:Iteration 14Q (14236.440000 sec): 3 clusters
  Score: Raw -748954.893437 + Penalty 2883.467196 = -746071.426241
  nChanged 95
		SP:Iteration 15Q (14236.460000 sec): 3 clusters
  Score: Raw -748985.787854 + Penalty 2883.467196 = -746102.320658
  nChanged 80
		SP:Iteration 16Q (14236.480000 sec): 3 clusters
  Score: Raw -749011.686921 + Penalty 2883.467196 = -746128.219726
  nChanged 72
		SP:Iteration 17Q (14236.490000 sec): 3 clusters
  Score: Raw -749034.874478 + Penalty 2883.467196 = -746151.407282
  nChanged 65
		SP:Iteration 18Q (14236.510000 sec): 3 clusters
  Score: Raw -749064.865927 + Penalty 2883.467196 = -746181.398732
  nChanged 74
		SP:Iteration 19Q (14236.530000 sec): 3 clusters
  Score: Raw -749094.580643 + Penalty 2883.467196 = -746211.113448
  nChanged 76
		SP:Iteration 20F (14236.540000 sec): 3 clusters
  Score: Raw -749119.046338 + Penalty 2883.467196 = -746235.579142
  nChanged 59
		SP:Iteration 21Q (14236.560000 sec): 3 clusters
  Score: Raw -749137.349678 + Penalty 2883.467196 = -746253.882482
  nChanged 51
		SP:Iteration 22Q (14236.580000 sec): 3 clusters
  Score: Raw -749154.588836 + Penalty 2883.467196 = -746271.121640
  nChanged 54
		SP:Iteration 23Q (14236.600000 sec): 3 clusters
  Score: Raw -749177.769004 + Penalty 2883.467196 = -746294.301809
  nChanged 71
		SP:Iteration 24Q (14236.610000 sec): 3 clusters
  Score: Raw -749208.519996 + Penalty 2883.467196 = -746325.052800
  nChanged 77
		SP:Iteration 25Q (14236.630000 sec): 3 clusters
  Score: Raw -749245.744237 + Penalty 2883.467196 = -746362.277041
  nChanged 73
		SP:Iteration 26Q (14236.650000 sec): 3 clusters
  Score: Raw -749279.763799 + Penalty 2883.467196 = -746396.296603
  nChanged 58
		SP:Iteration 27Q (14236.660000 sec): 3 clusters
  Score: Raw -749302.456917 + Penalty 2883.467196 = -746418.989721
  nChanged 50
		SP:Iteration 28Q (14236.680000 sec): 3 clusters
  Score: Raw -749321.830031 + Penalty 2883.467196 = -746438.362835
  nChanged 37
		SP:Iteration 29Q (14236.700000 sec): 3 clusters
  Score: Raw -749334.776735 + Penalty 2883.467196 = -746451.309539
  nChanged 27
		SP:Iteration 30Q (14236.710000 sec): 3 clusters
  Score: Raw -749347.725384 + Penalty 2883.467196 = -746464.258188
  nChanged 34
		SP:Iteration 31Q (14236.730000 sec): 3 clusters
  Score: Raw -749361.762821 + Penalty 2883.467196 = -746478.295625
  nChanged 34
		SP:Iteration 32Q (14236.750000 sec): 3 clusters
  Score: Raw -749373.659197 + Penalty 2883.467196 = -746490.192002
  nChanged 30
		SP:Iteration 33Q (14236.760000 sec): 3 clusters
  Score: Raw -749383.353808 + Penalty 2883.467196 = -746499.886612
  nChanged 28
		SP:Iteration 34Q (14236.780000 sec): 3 clusters
  Score: Raw -749391.416690 + Penalty 2883.467196 = -746507.949494
  nChanged 29
		SP:Iteration 35Q (14236.800000 sec): 3 clusters
  Score: Raw -749402.987283 + Penalty 2883.467196 = -746519.520088
  nChanged 37
		SP:Iteration 36Q (14236.810000 sec): 3 clusters
  Score: Raw -749412.222543 + Penalty 2883.467196 = -746528.755348
  nChanged 24
		SP:Iteration 37Q (14236.830000 sec): 3 clusters
  Score: Raw -749418.216432 + Penalty 2883.467196 = -746534.749237
  nChanged 21
		SP:Iteration 38Q (14236.840000 sec): 3 clusters
  Score: Raw -749423.202962 + Penalty 2883.467196 = -746539.735767
  nChanged 13
		SP:Iteration 39Q (14236.860000 sec): 3 clusters
  Score: Raw -749426.195233 + Penalty 2883.467196 = -746542.728038
  nChanged 15
		SP:Iteration 40F (14236.880000 sec): 3 clusters
  Score: Raw -749428.631186 + Penalty 2883.467196 = -746545.163990
  nChanged 8
		SP:Iteration 41Q (14236.900000 sec): 3 clusters
  Score: Raw -749430.100047 + Penalty 2883.467196 = -746546.632851
  nChanged 7
		SP:Iteration 42Q (14236.910000 sec): 3 clusters
  Score: Raw -749431.423497 + Penalty 2883.467196 = -746547.956301
  nChanged 6
		SP:Iteration 43Q (14236.930000 sec): 3 clusters
  Score: Raw -749432.302080 + Penalty 2883.467196 = -746548.834885
  nChanged 5
		SP:Iteration 44Q (14236.940000 sec): 3 clusters
  Score: Raw -749432.982561 + Penalty 2883.467196 = -746549.515365
  nChanged 6
		SP:Iteration 45Q (14236.960000 sec): 3 clusters
  Score: Raw -749434.169525 + Penalty 2883.467196 = -746550.702329
  nChanged 7
		SP:Iteration 46Q (14236.980000 sec): 3 clusters
  Score: Raw -749436.633822 + Penalty 2883.467196 = -746553.166626
  nChanged 12
		SP:Iteration 47Q (14236.990000 sec): 3 clusters
  Score: Raw -749441.878131 + Penalty 2883.467196 = -746558.410935
  nChanged 13
		SP:Iteration 48Q (14237.010000 sec): 3 clusters
  Score: Raw -749446.103808 + Penalty 2883.467196 = -746562.636613
  nChanged 8
		SP:Iteration 49Q (14237.020000 sec): 3 clusters
  Score: Raw -749448.422890 + Penalty 2883.467196 = -746564.955694
  nChanged 8
		SP:Iteration 50Q (14237.040000 sec): 3 clusters
  Score: Raw -749450.050298 + Penalty 2883.467196 = -746566.583102
  nChanged 3
		SP:Iteration 51Q (14237.060000 sec): 3 clusters
  Score: Raw -749450.965815 + Penalty 2883.467196 = -746567.498620
  nChanged 4
		SP:Iteration 52Q (14237.070000 sec): 3 clusters
  Score: Raw -749451.390590 + Penalty 2883.467196 = -746567.923394
  nChanged 1
		SP:Iteration 53Q (14237.090000 sec): 3 clusters
  Score: Raw -749451.542239 + Penalty 2883.467196 = -746568.075044
  nChanged 3
		SP:Iteration 54Q (14237.100000 sec): 3 clusters
  Score: Raw -749451.861434 + Penalty 2883.467196 = -746568.394238
  nChanged 2
		SP:Iteration 55Q (14237.120000 sec): 3 clusters
  Score: Raw -749452.072333 + Penalty 2883.467196 = -746568.605137
  nChanged 1
		SP:Iteration 56Q (14237.140000 sec): 3 clusters
  Score: Raw -749452.135499 + Penalty 2883.467196 = -746568.668303
  nChanged 0
		SP:Iteration 57F (14237.160000 sec): 3 clusters
  Score: Raw -749452.135499 + Penalty 2883.467196 = -746568.668303
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14237.170000 sec): 2 clusters
  Score: Raw -350304.696079 + Penalty 1304.040099 = -349000.655979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14237.180000 sec): 3 clusters
  Score: Raw -348830.554361 + Penalty 2608.080199 = -346222.474162
  nChanged 1199
		SP:Iteration 1F (14237.180000 sec): 3 clusters
  Score: Raw -349615.429599 + Penalty 2608.080199 = -347007.349400
  nChanged 289
		SP:Iteration 2F (14237.190000 sec): 3 clusters
  Score: Raw -349866.282970 + Penalty 2608.080199 = -347258.202772
  nChanged 227
		SP:Iteration 3F (14237.200000 sec): 3 clusters
  Score: Raw -350093.524811 + Penalty 2608.080199 = -347485.444612
  nChanged 201
		SP:Iteration 4F (14237.210000 sec): 3 clusters
  Score: Raw -350318.417114 + Penalty 2608.080199 = -347710.336915
  nChanged 205
		SP:Iteration 5F (14237.220000 sec): 3 clusters
  Score: Raw -350545.923382 + Penalty 2608.080199 = -347937.843183
  nChanged 195
		SP:Iteration 6F (14237.220000 sec): 3 clusters
  Score: Raw -350734.935842 + Penalty 2608.080199 = -348126.855643
  nChanged 170
		SP:Iteration 7F (14237.230000 sec): 3 clusters
  Score: Raw -350887.535096 + Penalty 2608.080199 = -348279.454897
  nChanged 116
		SP:Iteration 8Q (14237.240000 sec): 3 clusters
  Score: Raw -350980.975644 + Penalty 2608.080199 = -348372.895445
  nChanged 91
		SP:Iteration 9Q (14237.240000 sec): 3 clusters
  Score: Raw -351039.996729 + Penalty 2608.080199 = -348431.916530
  nChanged 62
		SP:Iteration 10Q (14237.250000 sec): 3 clusters
  Score: Raw -351076.878135 + Penalty 2608.080199 = -348468.797936
  nChanged 44
		SP:Iteration 11Q (14237.260000 sec): 3 clusters
  Score: Raw -351101.549534 + Penalty 2608.080199 = -348493.469335
  nChanged 29
		SP:Iteration 12Q (14237.270000 sec): 3 clusters
  Score: Raw -351116.354707 + Penalty 2608.080199 = -348508.274509
  nChanged 22
		SP:Iteration 13Q (14237.280000 sec): 3 clusters
  Score: Raw -351128.038662 + Penalty 2608.080199 = -348519.958463
  nChanged 19
		SP:Iteration 14Q (14237.280000 sec): 3 clusters
  Score: Raw -351137.161494 + Penalty 2608.080199 = -348529.081295
  nChanged 12
		SP:Iteration 15Q (14237.290000 sec): 3 clusters
  Score: Raw -351142.833024 + Penalty 2608.080199 = -348534.752825
  nChanged 9
		SP:Iteration 16Q (14237.300000 sec): 3 clusters
  Score: Raw -351147.653719 + Penalty 2608.080199 = -348539.573520
  nChanged 8
		SP:Iteration 17Q (14237.300000 sec): 3 clusters
  Score: Raw -351151.379563 + Penalty 2608.080199 = -348543.299365
  nChanged 6
		SP:Iteration 18Q (14237.310000 sec): 3 clusters
  Score: Raw -351153.634464 + Penalty 2608.080199 = -348545.554265
  nChanged 5
		SP:Iteration 19Q (14237.320000 sec): 3 clusters
  Score: Raw -351155.605582 + Penalty 2608.080199 = -348547.525383
  nChanged 4
		SP:Iteration 20F (14237.330000 sec): 3 clusters
  Score: Raw -351157.178369 + Penalty 2608.080199 = -348549.098170
  nChanged 7
		SP:Iteration 21Q (14237.340000 sec): 3 clusters
  Score: Raw -351160.055578 + Penalty 2608.080199 = -348551.975379
  nChanged 7
		SP:Iteration 22Q (14237.340000 sec): 3 clusters
  Score: Raw -351162.609343 + Penalty 2608.080199 = -348554.529145
  nChanged 4
		SP:Iteration 23Q (14237.350000 sec): 3 clusters
  Score: Raw -351164.540017 + Penalty 2608.080199 = -348556.459818
  nChanged 4
		SP:Iteration 24Q (14237.360000 sec): 3 clusters
  Score: Raw -351165.657965 + Penalty 2608.080199 = -348557.577766
  nChanged 2
		SP:Iteration 25Q (14237.370000 sec): 3 clusters
  Score: Raw -351166.408086 + Penalty 2608.080199 = -348558.327887
  nChanged 1
		SP:Iteration 26Q (14237.370000 sec): 3 clusters
  Score: Raw -351166.907636 + Penalty 2608.080199 = -348558.827437
  nChanged 5
		SP:Iteration 27Q (14237.380000 sec): 3 clusters
  Score: Raw -351168.623754 + Penalty 2608.080199 = -348560.543555
  nChanged 2
		SP:Iteration 28Q (14237.390000 sec): 3 clusters
  Score: Raw -351169.488395 + Penalty 2608.080199 = -348561.408196
  nChanged 3
		SP:Iteration 29Q (14237.400000 sec): 3 clusters
  Score: Raw -351170.902980 + Penalty 2608.080199 = -348562.822781
  nChanged 5
		SP:Iteration 30Q (14237.400000 sec): 3 clusters
  Score: Raw -351172.543866 + Penalty 2608.080199 = -348564.463667
  nChanged 3
		SP:Iteration 31Q (14237.410000 sec): 3 clusters
  Score: Raw -351173.685574 + Penalty 2608.080199 = -348565.605375
  nChanged 2
		SP:Iteration 32Q (14237.420000 sec): 3 clusters
  Score: Raw -351174.568551 + Penalty 2608.080199 = -348566.488352
  nChanged 0
		SP:Iteration 33F (14237.430000 sec): 3 clusters
  Score: Raw -351174.568551 + Penalty 2608.080199 = -348566.488352
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14237.440000 sec): 2 clusters
  Score: Raw -349331.718795 + Penalty 1312.988263 = -348018.730532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14237.450000 sec): 3 clusters
  Score: Raw -347793.621240 + Penalty 2625.976525 = -345167.644715
  nChanged 1217
		SP:Iteration 1F (14237.460000 sec): 3 clusters
  Score: Raw -348564.472578 + Penalty 2625.976525 = -345938.496052
  nChanged 242
		SP:Iteration 2F (14237.460000 sec): 3 clusters
  Score: Raw -348741.369100 + Penalty 2625.976525 = -346115.392574
  nChanged 183
		SP:Iteration 3F (14237.470000 sec): 3 clusters
  Score: Raw -348851.328531 + Penalty 2625.976525 = -346225.352005
  nChanged 112
		SP:Iteration 4Q (14237.480000 sec): 3 clusters
  Score: Raw -348908.899571 + Penalty 2625.976525 = -346282.923045
  nChanged 94
		SP:Iteration 5Q (14237.490000 sec): 3 clusters
  Score: Raw -348966.662111 + Penalty 2625.976525 = -346340.685586
  nChanged 91
		SP:Iteration 6Q (14237.500000 sec): 3 clusters
  Score: Raw -349020.090738 + Penalty 2625.976525 = -346394.114212
  nChanged 92
		SP:Iteration 7Q (14237.500000 sec): 3 clusters
  Score: Raw -349073.198630 + Penalty 2625.976525 = -346447.222104
  nChanged 75
		SP:Iteration 8Q (14237.510000 sec): 3 clusters
  Score: Raw -349112.478059 + Penalty 2625.976525 = -346486.501533
  nChanged 71
		SP:Iteration 9Q (14237.520000 sec): 3 clusters
  Score: Raw -349145.064222 + Penalty 2625.976525 = -346519.087697
  nChanged 52
		SP:Iteration 10Q (14237.530000 sec): 3 clusters
  Score: Raw -349170.113844 + Penalty 2625.976525 = -346544.137318
  nChanged 46
		SP:Iteration 11Q (14237.540000 sec): 3 clusters
  Score: Raw -349188.484909 + Penalty 2625.976525 = -346562.508384
  nChanged 39
		SP:Iteration 12Q (14237.540000 sec): 3 clusters
  Score: Raw -349206.271750 + Penalty 2625.976525 = -346580.295224
  nChanged 38
		SP:Iteration 13Q (14237.550000 sec): 3 clusters
  Score: Raw -349224.088828 + Penalty 2625.976525 = -346598.112303
  nChanged 40
		SP:Iteration 14Q (14237.560000 sec): 3 clusters
  Score: Raw -349240.035845 + Penalty 2625.976525 = -346614.059319
  nChanged 27
		SP:Iteration 15Q (14237.560000 sec): 3 clusters
  Score: Raw -349249.084856 + Penalty 2625.976525 = -346623.108331
  nChanged 20
		SP:Iteration 16Q (14237.570000 sec): 3 clusters
  Score: Raw -349257.010650 + Penalty 2625.976525 = -346631.034125
  nChanged 14
		SP:Iteration 17Q (14237.580000 sec): 3 clusters
  Score: Raw -349263.226577 + Penalty 2625.976525 = -346637.250052
  nChanged 18
		SP:Iteration 18Q (14237.590000 sec): 3 clusters
  Score: Raw -349268.320950 + Penalty 2625.976525 = -346642.344425
  nChanged 13
		SP:Iteration 19Q (14237.600000 sec): 3 clusters
  Score: Raw -349271.860758 + Penalty 2625.976525 = -346645.884233
  nChanged 8
		SP:Iteration 20F (14237.600000 sec): 3 clusters
  Score: Raw -349274.155190 + Penalty 2625.976525 = -346648.178664
  nChanged 7
		SP:Iteration 21Q (14237.610000 sec): 3 clusters
  Score: Raw -349276.661804 + Penalty 2625.976525 = -346650.685279
  nChanged 6
		SP:Iteration 22Q (14237.620000 sec): 3 clusters
  Score: Raw -349277.752555 + Penalty 2625.976525 = -346651.776029
  nChanged 5
		SP:Iteration 23Q (14237.630000 sec): 3 clusters
  Score: Raw -349279.248239 + Penalty 2625.976525 = -346653.271713
  nChanged 7
		SP:Iteration 24Q (14237.640000 sec): 3 clusters
  Score: Raw -349281.423838 + Penalty 2625.976525 = -346655.447312
  nChanged 6
		SP:Iteration 25Q (14237.640000 sec): 3 clusters
  Score: Raw -349283.311238 + Penalty 2625.976525 = -346657.334713
  nChanged 9
		SP:Iteration 26Q (14237.650000 sec): 3 clusters
  Score: Raw -349286.369264 + Penalty 2625.976525 = -346660.392739
  nChanged 10
		SP:Iteration 27Q (14237.660000 sec): 3 clusters
  Score: Raw -349289.813952 + Penalty 2625.976525 = -346663.837426
  nChanged 14
		SP:Iteration 28Q (14237.670000 sec): 3 clusters
  Score: Raw -349294.469304 + Penalty 2625.976525 = -346668.492779
  nChanged 14
		SP:Iteration 29Q (14237.680000 sec): 3 clusters
  Score: Raw -349298.225318 + Penalty 2625.976525 = -346672.248793
  nChanged 11
		SP:Iteration 30Q (14237.680000 sec): 3 clusters
  Score: Raw -349303.161370 + Penalty 2625.976525 = -346677.184845
  nChanged 17
		SP:Iteration 31Q (14237.690000 sec): 3 clusters
  Score: Raw -349311.252397 + Penalty 2625.976525 = -346685.275871
  nChanged 13
		SP:Iteration 32Q (14237.700000 sec): 3 clusters
  Score: Raw -349316.858914 + Penalty 2625.976525 = -346690.882388
  nChanged 14
		SP:Iteration 33Q (14237.710000 sec): 3 clusters
  Score: Raw -349322.393883 + Penalty 2625.976525 = -346696.417357
  nChanged 12
		SP:Iteration 34Q (14237.720000 sec): 3 clusters
  Score: Raw -349324.898386 + Penalty 2625.976525 = -346698.921861
  nChanged 9
		SP:Iteration 35Q (14237.720000 sec): 3 clusters
  Score: Raw -349326.986719 + Penalty 2625.976525 = -346701.010194
  nChanged 8
		SP:Iteration 36Q (14237.730000 sec): 3 clusters
  Score: Raw -349328.451885 + Penalty 2625.976525 = -346702.475360
  nChanged 9
		SP:Iteration 37Q (14237.740000 sec): 3 clusters
  Score: Raw -349330.955401 + Penalty 2625.976525 = -346704.978875
  nChanged 9
		SP:Iteration 38Q (14237.740000 sec): 3 clusters
  Score: Raw -349333.561279 + Penalty 2625.976525 = -346707.584754
  nChanged 11
		SP:Iteration 39Q (14237.750000 sec): 3 clusters
  Score: Raw -349338.456664 + Penalty 2625.976525 = -346712.480138
  nChanged 15
		SP:Iteration 40F (14237.760000 sec): 3 clusters
  Score: Raw -349342.601790 + Penalty 2625.976525 = -346716.625265
  nChanged 14
		SP:Iteration 41Q (14237.770000 sec): 3 clusters
  Score: Raw -349348.049968 + Penalty 2625.976525 = -346722.073442
  nChanged 19
		SP:Iteration 42Q (14237.780000 sec): 3 clusters
  Score: Raw -349357.228439 + Penalty 2625.976525 = -346731.251913
  nChanged 19
		SP:Iteration 43Q (14237.780000 sec): 3 clusters
  Score: Raw -349368.306672 + Penalty 2625.976525 = -346742.330146
  nChanged 33
		SP:Iteration 44Q (14237.790000 sec): 3 clusters
  Score: Raw -349385.736935 + Penalty 2625.976525 = -346759.760409
  nChanged 41
		SP:Iteration 45Q (14237.800000 sec): 3 clusters
  Score: Raw -349406.208992 + Penalty 2625.976525 = -346780.232466
  nChanged 42
		SP:Iteration 46Q (14237.810000 sec): 3 clusters
  Score: Raw -349429.762234 + Penalty 2625.976525 = -346803.785708
  nChanged 26
		SP:Iteration 47Q (14237.820000 sec): 3 clusters
  Score: Raw -349447.967338 + Penalty 2625.976525 = -346821.990813
  nChanged 40
		SP:Iteration 48Q (14237.820000 sec): 3 clusters
  Score: Raw -349481.739835 + Penalty 2625.976525 = -346855.763310
  nChanged 44
		SP:Iteration 49Q (14237.830000 sec): 3 clusters
  Score: Raw -349521.559980 + Penalty 2625.976525 = -346895.583455
  nChanged 59
		SP:Iteration 50Q (14237.840000 sec): 3 clusters
  Score: Raw -349571.891758 + Penalty 2625.976525 = -346945.915233
  nChanged 47
		SP:Iteration 51Q (14237.840000 sec): 3 clusters
  Score: Raw -349608.436421 + Penalty 2625.976525 = -346982.459896
  nChanged 33
		SP:Iteration 52Q (14237.850000 sec): 3 clusters
  Score: Raw -349623.804228 + Penalty 2625.976525 = -346997.827703
  nChanged 22
		SP:Iteration 53Q (14237.860000 sec): 3 clusters
  Score: Raw -349637.471268 + Penalty 2625.976525 = -347011.494742
  nChanged 27
		SP:Iteration 54Q (14237.870000 sec): 3 clusters
  Score: Raw -349651.109892 + Penalty 2625.976525 = -347025.133366
  nChanged 17
		SP:Iteration 55Q (14237.880000 sec): 3 clusters
  Score: Raw -349656.275565 + Penalty 2625.976525 = -347030.299040
  nChanged 13
		SP:Iteration 56Q (14237.880000 sec): 3 clusters
  Score: Raw -349659.979737 + Penalty 2625.976525 = -347034.003211
  nChanged 9
		SP:Iteration 57Q (14237.890000 sec): 3 clusters
  Score: Raw -349662.558275 + Penalty 2625.976525 = -347036.581749
  nChanged 4
		SP:Iteration 58Q (14237.900000 sec): 3 clusters
  Score: Raw -349664.459245 + Penalty 2625.976525 = -347038.482719
  nChanged 6
		SP:Iteration 59Q (14237.900000 sec): 3 clusters
  Score: Raw -349666.365868 + Penalty 2625.976525 = -347040.389343
  nChanged 2
		SP:Iteration 60F (14237.910000 sec): 3 clusters
  Score: Raw -349666.851265 + Penalty 2625.976525 = -347040.874740
  nChanged 1
		SP:Iteration 61Q (14237.920000 sec): 3 clusters
  Score: Raw -349667.045797 + Penalty 2625.976525 = -347041.069271
  nChanged 2
		SP:Iteration 62Q (14237.930000 sec): 3 clusters
  Score: Raw -349667.295491 + Penalty 2625.976525 = -347041.318966
  nChanged 0
		SP:Iteration 63F (14237.940000 sec): 3 clusters
  Score: Raw -349667.295491 + Penalty 2625.976525 = -347041.318966
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (7905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14237.960000 sec): 2 clusters
  Score: Raw -951489.411770 + Penalty 1458.478247 = -950030.933523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14237.980000 sec): 3 clusters
  Score: Raw -947102.644993 + Penalty 2916.956494 = -944185.688500
  nChanged 3447
		SP:Iteration 1F (14238.000000 sec): 3 clusters
  Score: Raw -949357.948803 + Penalty 2916.956494 = -946440.992309
  nChanged 765
		SP:Iteration 2F (14238.020000 sec): 3 clusters
  Score: Raw -949994.771936 + Penalty 2916.956494 = -947077.815443
  nChanged 713
		SP:Iteration 3F (14238.040000 sec): 3 clusters
  Score: Raw -950618.047093 + Penalty 2916.956494 = -947701.090600
  nChanged 583
		SP:Iteration 4F (14238.060000 sec): 3 clusters
  Score: Raw -951136.062899 + Penalty 2916.956494 = -948219.106405
  nChanged 475
		SP:Iteration 5F (14238.080000 sec): 3 clusters
  Score: Raw -951550.323820 + Penalty 2916.956494 = -948633.367327
  nChanged 300
		SP:Iteration 6Q (14238.100000 sec): 3 clusters
  Score: Raw -951786.068686 + Penalty 2916.956494 = -948869.112192
  nChanged 188
		SP:Iteration 7Q (14238.120000 sec): 3 clusters
  Score: Raw -951916.628096 + Penalty 2916.956494 = -948999.671602
  nChanged 133
		SP:Iteration 8Q (14238.140000 sec): 3 clusters
  Score: Raw -951992.713177 + Penalty 2916.956494 = -949075.756683
  nChanged 88
		SP:Iteration 9Q (14238.160000 sec): 3 clusters
  Score: Raw -952038.420751 + Penalty 2916.956494 = -949121.464258
  nChanged 50
		SP:Iteration 10Q (14238.180000 sec): 3 clusters
  Score: Raw -952064.356758 + Penalty 2916.956494 = -949147.400264
  nChanged 43
		SP:Iteration 11Q (14238.190000 sec): 3 clusters
  Score: Raw -952089.222535 + Penalty 2916.956494 = -949172.266041
  nChanged 45
		SP:Iteration 12Q (14238.210000 sec): 3 clusters
  Score: Raw -952110.805767 + Penalty 2916.956494 = -949193.849274
  nChanged 30
		SP:Iteration 13Q (14238.230000 sec): 3 clusters
  Score: Raw -952126.551184 + Penalty 2916.956494 = -949209.594690
  nChanged 24
		SP:Iteration 14Q (14238.240000 sec): 3 clusters
  Score: Raw -952138.778444 + Penalty 2916.956494 = -949221.821950
  nChanged 20
		SP:Iteration 15Q (14238.260000 sec): 3 clusters
  Score: Raw -952146.420735 + Penalty 2916.956494 = -949229.464241
  nChanged 17
		SP:Iteration 16Q (14238.280000 sec): 3 clusters
  Score: Raw -952151.947056 + Penalty 2916.956494 = -949234.990562
  nChanged 9
		SP:Iteration 17Q (14238.300000 sec): 3 clusters
  Score: Raw -952154.952589 + Penalty 2916.956494 = -949237.996096
  nChanged 8
		SP:Iteration 18Q (14238.310000 sec): 3 clusters
  Score: Raw -952157.019683 + Penalty 2916.956494 = -949240.063190
  nChanged 4
		SP:Iteration 19Q (14238.330000 sec): 3 clusters
  Score: Raw -952157.876704 + Penalty 2916.956494 = -949240.920210
  nChanged 0
		SP:Iteration 20F (14238.350000 sec): 3 clusters
  Score: Raw -952157.876704 + Penalty 2916.956494 = -949240.920210
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14238.360000 sec): 2 clusters
  Score: Raw -144374.227624 + Penalty 1167.255652 = -143206.971972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14238.360000 sec): 3 clusters
  Score: Raw -143863.609458 + Penalty 2334.511303 = -141529.098155
  nChanged 441
		SP:Iteration 1F (14238.370000 sec): 3 clusters
  Score: Raw -144148.876177 + Penalty 2334.511303 = -141814.364874
  nChanged 93
		SP:Iteration 2F (14238.370000 sec): 3 clusters
  Score: Raw -144225.568292 + Penalty 2334.511303 = -141891.056989
  nChanged 68
		SP:Iteration 3F (14238.380000 sec): 3 clusters
  Score: Raw -144281.092648 + Penalty 2334.511303 = -141946.581345
  nChanged 54
		SP:Iteration 4Q (14238.380000 sec): 3 clusters
  Score: Raw -144335.097647 + Penalty 2334.511303 = -142000.586344
  nChanged 40
		SP:Iteration 5Q (14238.380000 sec): 3 clusters
  Score: Raw -144384.318753 + Penalty 2334.511303 = -142049.807450
  nChanged 53
		SP:Iteration 6Q (14238.380000 sec): 3 clusters
  Score: Raw -144436.834910 + Penalty 2334.511303 = -142102.323607
  nChanged 33
		SP:Iteration 7Q (14238.380000 sec): 3 clusters
  Score: Raw -144465.165862 + Penalty 2334.511303 = -142130.654559
  nChanged 32
		SP:Iteration 8Q (14238.390000 sec): 3 clusters
  Score: Raw -144504.103367 + Penalty 2334.511303 = -142169.592064
  nChanged 25
		SP:Iteration 9Q (14238.390000 sec): 3 clusters
  Score: Raw -144531.362432 + Penalty 2334.511303 = -142196.851129
  nChanged 25
		SP:Iteration 10Q (14238.400000 sec): 3 clusters
  Score: Raw -144563.553373 + Penalty 2334.511303 = -142229.042070
  nChanged 21
		SP:Iteration 11Q (14238.400000 sec): 3 clusters
  Score: Raw -144592.619764 + Penalty 2334.511303 = -142258.108461
  nChanged 31
		SP:Iteration 12Q (14238.400000 sec): 3 clusters
  Score: Raw -144632.470212 + Penalty 2334.511303 = -142297.958909
  nChanged 27
		SP:Iteration 13Q (14238.400000 sec): 3 clusters
  Score: Raw -144660.335587 + Penalty 2334.511303 = -142325.824284
  nChanged 20
		SP:Iteration 14Q (14238.410000 sec): 3 clusters
  Score: Raw -144674.369754 + Penalty 2334.511303 = -142339.858451
  nChanged 5
		SP:Iteration 15Q (14238.410000 sec): 3 clusters
  Score: Raw -144677.014312 + Penalty 2334.511303 = -142342.503009
  nChanged 5
		SP:Iteration 16Q (14238.410000 sec): 3 clusters
  Score: Raw -144679.670852 + Penalty 2334.511303 = -142345.159549
  nChanged 3
		SP:Iteration 17Q (14238.420000 sec): 3 clusters
  Score: Raw -144681.835349 + Penalty 2334.511303 = -142347.324046
  nChanged 4
		SP:Iteration 18Q (14238.420000 sec): 3 clusters
  Score: Raw -144684.816813 + Penalty 2334.511303 = -142350.305510
  nChanged 3
		SP:Iteration 19Q (14238.420000 sec): 3 clusters
  Score: Raw -144687.004689 + Penalty 2334.511303 = -142352.493386
  nChanged 7
		SP:Iteration 20F (14238.420000 sec): 3 clusters
  Score: Raw -144692.122731 + Penalty 2334.511303 = -142357.611428
  nChanged 5
		SP:Iteration 21Q (14238.430000 sec): 3 clusters
  Score: Raw -144694.985987 + Penalty 2334.511303 = -142360.474684
  nChanged 4
		SP:Iteration 22Q (14238.430000 sec): 3 clusters
  Score: Raw -144698.439574 + Penalty 2334.511303 = -142363.928271
  nChanged 1
		SP:Iteration 23Q (14238.440000 sec): 3 clusters
  Score: Raw -144699.082392 + Penalty 2334.511303 = -142364.571089
  nChanged 1
		SP:Iteration 24Q (14238.440000 sec): 3 clusters
  Score: Raw -144699.797475 + Penalty 2334.511303 = -142365.286172
  nChanged 0
		SP:Iteration 25F (14238.440000 sec): 3 clusters
  Score: Raw -144699.797475 + Penalty 2334.511303 = -142365.286172
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (41558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14238.570000 sec): 2 clusters
  Score: Raw -4769933.598683 + Penalty 1728.162365 = -4768205.436319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14238.680000 sec): 3 clusters
  Score: Raw -4743785.684942 + Penalty 3456.324729 = -4740329.360212
  nChanged 19363
		SP:Iteration 1F (14238.790000 sec): 3 clusters
  Score: Raw -4754836.416745 + Penalty 3456.324729 = -4751380.092016
  nChanged 1793
		SP:Iteration 2Q (14238.900000 sec): 3 clusters
  Score: Raw -4755467.169941 + Penalty 3456.324729 = -4752010.845212
  nChanged 1877
		SP:Iteration 3Q (14239.010000 sec): 3 clusters
  Score: Raw -4756251.008596 + Penalty 3456.324729 = -4752794.683866
  nChanged 2003
		SP:Iteration 4Q (14239.120000 sec): 3 clusters
  Score: Raw -4757279.768545 + Penalty 3456.324729 = -4753823.443816
  nChanged 2260
		SP:Iteration 5F (14239.240000 sec): 3 clusters
  Score: Raw -4758644.944481 + Penalty 3456.324729 = -4755188.619752
  nChanged 2424
		SP:Iteration 6F (14239.340000 sec): 3 clusters
  Score: Raw -4760458.738555 + Penalty 3456.324729 = -4757002.413825
  nChanged 2482
		SP:Iteration 7F (14239.460000 sec): 3 clusters
  Score: Raw -4762272.885544 + Penalty 3456.324729 = -4758816.560815
  nChanged 2189
		SP:Iteration 8F (14239.560000 sec): 3 clusters
  Score: Raw -4763632.005954 + Penalty 3456.324729 = -4760175.681225
  nChanged 1840
		SP:Iteration 9Q (14239.670000 sec): 3 clusters
  Score: Raw -4764568.930684 + Penalty 3456.324729 = -4761112.605954
  nChanged 1389
		SP:Iteration 10Q (14239.780000 sec): 3 clusters
  Score: Raw -4765124.612747 + Penalty 3456.324729 = -4761668.288018
  nChanged 970
		SP:Iteration 11Q (14239.880000 sec): 3 clusters
  Score: Raw -4765385.594648 + Penalty 3456.324729 = -4761929.269919
  nChanged 640
		SP:Iteration 12Q (14239.990000 sec): 3 clusters
  Score: Raw -4765526.963654 + Penalty 3456.324729 = -4762070.638925
  nChanged 483
		SP:Iteration 13Q (14240.090000 sec): 3 clusters
  Score: Raw -4765617.108860 + Penalty 3456.324729 = -4762160.784130
  nChanged 364
		SP:Iteration 14Q (14240.200000 sec): 3 clusters
  Score: Raw -4765678.076311 + Penalty 3456.324729 = -4762221.751581
  nChanged 300
		SP:Iteration 15Q (14240.300000 sec): 3 clusters
  Score: Raw -4765730.617116 + Penalty 3456.324729 = -4762274.292386
  nChanged 302
		SP:Iteration 16Q (14240.400000 sec): 3 clusters
  Score: Raw -4765781.802320 + Penalty 3456.324729 = -4762325.477590
  nChanged 291
		SP:Iteration 17Q (14240.500000 sec): 3 clusters
  Score: Raw -4765825.760146 + Penalty 3456.324729 = -4762369.435417
  nChanged 269
		SP:Iteration 18Q (14240.610000 sec): 3 clusters
  Score: Raw -4765864.730942 + Penalty 3456.324729 = -4762408.406213
  nChanged 237
		SP:Iteration 19Q (14240.710000 sec): 3 clusters
  Score: Raw -4765904.732600 + Penalty 3456.324729 = -4762448.407871
  nChanged 266
		SP:Iteration 20F (14240.820000 sec): 3 clusters
  Score: Raw -4765949.346140 + Penalty 3456.324729 = -4762493.021411
  nChanged 259
		SP:Iteration 21Q (14240.920000 sec): 3 clusters
  Score: Raw -4765994.603087 + Penalty 3456.324729 = -4762538.278358
  nChanged 290
		SP:Iteration 22Q (14241.020000 sec): 3 clusters
  Score: Raw -4766048.270434 + Penalty 3456.324729 = -4762591.945705
  nChanged 293
		SP:Iteration 23Q (14241.120000 sec): 3 clusters
  Score: Raw -4766102.793800 + Penalty 3456.324729 = -4762646.469071
  nChanged 292
		SP:Iteration 24Q (14241.220000 sec): 3 clusters
  Score: Raw -4766154.591295 + Penalty 3456.324729 = -4762698.266566
  nChanged 294
		SP:Iteration 25Q (14241.320000 sec): 3 clusters
  Score: Raw -4766208.056757 + Penalty 3456.324729 = -4762751.732028
  nChanged 299
		SP:Iteration 26Q (14241.420000 sec): 3 clusters
  Score: Raw -4766264.082193 + Penalty 3456.324729 = -4762807.757464
  nChanged 310
		SP:Iteration 27Q (14241.520000 sec): 3 clusters
  Score: Raw -4766324.118594 + Penalty 3456.324729 = -4762867.793865
  nChanged 307
		SP:Iteration 28Q (14241.620000 sec): 3 clusters
  Score: Raw -4766386.472957 + Penalty 3456.324729 = -4762930.148227
  nChanged 335
		SP:Iteration 29Q (14241.720000 sec): 3 clusters
  Score: Raw -4766459.949952 + Penalty 3456.324729 = -4763003.625222
  nChanged 362
		SP:Iteration 30Q (14241.820000 sec): 3 clusters
  Score: Raw -4766544.176080 + Penalty 3456.324729 = -4763087.851351
  nChanged 357
		SP:Iteration 31Q (14241.910000 sec): 3 clusters
  Score: Raw -4766632.839316 + Penalty 3456.324729 = -4763176.514586
  nChanged 394
		SP:Iteration 32Q (14242.010000 sec): 3 clusters
  Score: Raw -4766737.971132 + Penalty 3456.324729 = -4763281.646402
  nChanged 390
		SP:Iteration 33Q (14242.110000 sec): 3 clusters
  Score: Raw -4766833.769017 + Penalty 3456.324729 = -4763377.444288
  nChanged 372
		SP:Iteration 34Q (14242.200000 sec): 3 clusters
  Score: Raw -4766933.584519 + Penalty 3456.324729 = -4763477.259790
  nChanged 396
		SP:Iteration 35Q (14242.300000 sec): 3 clusters
  Score: Raw -4767045.104238 + Penalty 3456.324729 = -4763588.779509
  nChanged 386
		SP:Iteration 36Q (14242.400000 sec): 3 clusters
  Score: Raw -4767150.723830 + Penalty 3456.324729 = -4763694.399101
  nChanged 392
		SP:Iteration 37Q (14242.490000 sec): 3 clusters
  Score: Raw -4767256.262647 + Penalty 3456.324729 = -4763799.937917
  nChanged 361
		SP:Iteration 38Q (14242.580000 sec): 3 clusters
  Score: Raw -4767353.750149 + Penalty 3456.324729 = -4763897.425419
  nChanged 366
		SP:Iteration 39Q (14242.680000 sec): 3 clusters
  Score: Raw -4767452.505060 + Penalty 3456.324729 = -4763996.180330
  nChanged 374
		SP:Iteration 40F (14242.780000 sec): 3 clusters
  Score: Raw -4767558.841651 + Penalty 3456.324729 = -4764102.516922
  nChanged 398
		SP:Iteration 41Q (14242.880000 sec): 3 clusters
  Score: Raw -4767682.844005 + Penalty 3456.324729 = -4764226.519276
  nChanged 429
		SP:Iteration 42Q (14242.970000 sec): 3 clusters
  Score: Raw -4767829.082559 + Penalty 3456.324729 = -4764372.757830
  nChanged 462
		SP:Iteration 43Q (14243.060000 sec): 3 clusters
  Score: Raw -4767998.589463 + Penalty 3456.324729 = -4764542.264733
  nChanged 490
		SP:Iteration 44Q (14243.150000 sec): 3 clusters
  Score: Raw -4768207.006044 + Penalty 3456.324729 = -4764750.681314
  nChanged 511
		SP:Iteration 45Q (14243.240000 sec): 3 clusters
  Score: Raw -4768453.921877 + Penalty 3456.324729 = -4764997.597148
  nChanged 463
		SP:Iteration 46Q (14243.320000 sec): 3 clusters
  Score: Raw -4768680.476140 + Penalty 3456.324729 = -4765224.151410
  nChanged 443
		SP:Iteration 47Q (14243.410000 sec): 3 clusters
  Score: Raw -4768912.077738 + Penalty 3456.324729 = -4765455.753009
  nChanged 431
		SP:Iteration 48Q (14243.500000 sec): 3 clusters
  Score: Raw -4769162.788283 + Penalty 3456.324729 = -4765706.463553
  nChanged 373
		SP:Iteration 49Q (14243.580000 sec): 3 clusters
  Score: Raw -4769366.846750 + Penalty 3456.324729 = -4765910.522021
  nChanged 294
		SP:Iteration 50Q (14243.660000 sec): 3 clusters
  Score: Raw -4769530.009742 + Penalty 3456.324729 = -4766073.685013
  nChanged 239
		SP:Iteration 51Q (14243.740000 sec): 3 clusters
  Score: Raw -4769666.550960 + Penalty 3456.324729 = -4766210.226231
  nChanged 193
		SP:Iteration 52Q (14243.830000 sec): 3 clusters
  Score: Raw -4769784.681033 + Penalty 3456.324729 = -4766328.356304
  nChanged 147
		SP:Iteration 53Q (14243.910000 sec): 3 clusters
  Score: Raw -4769866.537772 + Penalty 3456.324729 = -4766410.213043
  nChanged 124
		SP:Iteration 54Q (14243.980000 sec): 3 clusters
  Score: Raw -4769925.872400 + Penalty 3456.324729 = -4766469.547670
  nChanged 94
		SP:Iteration 55Q (14244.060000 sec): 3 clusters
  Score: Raw -4769972.396684 + Penalty 3456.324729 = -4766516.071955
  nChanged 75
		SP:Iteration 56Q (14244.140000 sec): 3 clusters
  Score: Raw -4770009.752070 + Penalty 3456.324729 = -4766553.427341
  nChanged 67
		SP:Iteration 57Q (14244.220000 sec): 3 clusters
  Score: Raw -4770046.771736 + Penalty 3456.324729 = -4766590.447007
  nChanged 56
		SP:Iteration 58Q (14244.300000 sec): 3 clusters
  Score: Raw -4770077.994529 + Penalty 3456.324729 = -4766621.669800
  nChanged 46
		SP:Iteration 59Q (14244.380000 sec): 3 clusters
  Score: Raw -4770111.363932 + Penalty 3456.324729 = -4766655.039203
  nChanged 36
		SP:Iteration 60F (14244.480000 sec): 3 clusters
  Score: Raw -4770133.561909 + Penalty 3456.324729 = -4766677.237180
  nChanged 29
		SP:Iteration 61Q (14244.560000 sec): 3 clusters
  Score: Raw -4770148.049267 + Penalty 3456.324729 = -4766691.724538
  nChanged 21
		SP:Iteration 62Q (14244.640000 sec): 3 clusters
  Score: Raw -4770159.211020 + Penalty 3456.324729 = -4766702.886290
  nChanged 20
		SP:Iteration 63Q (14244.720000 sec): 3 clusters
  Score: Raw -4770170.920664 + Penalty 3456.324729 = -4766714.595935
  nChanged 22
		SP:Iteration 64Q (14244.790000 sec): 3 clusters
  Score: Raw -4770182.417323 + Penalty 3456.324729 = -4766726.092594
  nChanged 19
		SP:Iteration 65Q (14244.870000 sec): 3 clusters
  Score: Raw -4770194.372876 + Penalty 3456.324729 = -4766738.048147
  nChanged 20
		SP:Iteration 66Q (14244.940000 sec): 3 clusters
  Score: Raw -4770205.906284 + Penalty 3456.324729 = -4766749.581555
  nChanged 15
		SP:Iteration 67Q (14245.020000 sec): 3 clusters
  Score: Raw -4770214.023278 + Penalty 3456.324729 = -4766757.698548
  nChanged 8
		SP:Iteration 68Q (14245.100000 sec): 3 clusters
  Score: Raw -4770218.929286 + Penalty 3456.324729 = -4766762.604557
  nChanged 9
		SP:Iteration 69Q (14245.180000 sec): 3 clusters
  Score: Raw -4770223.259991 + Penalty 3456.324729 = -4766766.935261
  nChanged 7
		SP:Iteration 70Q (14245.260000 sec): 3 clusters
  Score: Raw -4770226.467777 + Penalty 3456.324729 = -4766770.143048
  nChanged 3
		SP:Iteration 71Q (14245.330000 sec): 3 clusters
  Score: Raw -4770227.341794 + Penalty 3456.324729 = -4766771.017064
  nChanged 4
		SP:Iteration 72Q (14245.410000 sec): 3 clusters
  Score: Raw -4770229.732458 + Penalty 3456.324729 = -4766773.407729
  nChanged 5
		SP:Iteration 73Q (14245.480000 sec): 3 clusters
  Score: Raw -4770232.101109 + Penalty 3456.324729 = -4766775.776379
  nChanged 4
		SP:Iteration 74Q (14245.560000 sec): 3 clusters
  Score: Raw -4770234.902587 + Penalty 3456.324729 = -4766778.577857
  nChanged 7
		SP:Iteration 75Q (14245.640000 sec): 3 clusters
  Score: Raw -4770239.706796 + Penalty 3456.324729 = -4766783.382067
  nChanged 12
		SP:Iteration 76Q (14245.710000 sec): 3 clusters
  Score: Raw -4770247.113400 + Penalty 3456.324729 = -4766790.788671
  nChanged 10
		SP:Iteration 77Q (14245.790000 sec): 3 clusters
  Score: Raw -4770254.679964 + Penalty 3456.324729 = -4766798.355234
  nChanged 10
		SP:Iteration 78Q (14245.870000 sec): 3 clusters
  Score: Raw -4770260.734638 + Penalty 3456.324729 = -4766804.409909
  nChanged 8
		SP:Iteration 79Q (14245.940000 sec): 3 clusters
  Score: Raw -4770263.862155 + Penalty 3456.324729 = -4766807.537425
  nChanged 6
		SP:Iteration 80F (14246.050000 sec): 3 clusters
  Score: Raw -4770266.962870 + Penalty 3456.324729 = -4766810.638140
  nChanged 5
		SP:Iteration 81Q (14246.120000 sec): 3 clusters
  Score: Raw -4770269.378086 + Penalty 3456.324729 = -4766813.053357
  nChanged 4
		SP:Iteration 82Q (14246.200000 sec): 3 clusters
  Score: Raw -4770271.914771 + Penalty 3456.324729 = -4766815.590041
  nChanged 4
		SP:Iteration 83Q (14246.280000 sec): 3 clusters
  Score: Raw -4770273.649998 + Penalty 3456.324729 = -4766817.325268
  nChanged 6
		SP:Iteration 84Q (14246.360000 sec): 3 clusters
  Score: Raw -4770276.645058 + Penalty 3456.324729 = -4766820.320328
  nChanged 5
		SP:Iteration 85Q (14246.430000 sec): 3 clusters
  Score: Raw -4770278.963517 + Penalty 3456.324729 = -4766822.638788
  nChanged 5
		SP:Iteration 86Q (14246.510000 sec): 3 clusters
  Score: Raw -4770282.056249 + Penalty 3456.324729 = -4766825.731519
  nChanged 3
		SP:Iteration 87Q (14246.580000 sec): 3 clusters
  Score: Raw -4770283.246799 + Penalty 3456.324729 = -4766826.922069
  nChanged 0
		SP:Iteration 88F (14246.690000 sec): 3 clusters
  Score: Raw -4770283.246799 + Penalty 3456.324729 = -4766826.922069
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14246.720000 sec): 2 clusters
  Score: Raw -50808.881561 + Penalty 1003.240242 = -49805.641320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14246.720000 sec): 3 clusters
  Score: Raw -50843.554250 + Penalty 2006.480484 = -48837.073766
  nChanged 136
		SP:Iteration 1F (14246.720000 sec): 3 clusters
  Score: Raw -51061.001152 + Penalty 2006.480484 = -49054.520668
  nChanged 32
		SP:Iteration 2F (14246.720000 sec): 3 clusters
  Score: Raw -51128.464327 + Penalty 2006.480484 = -49121.983843
  nChanged 16
		SP:Iteration 3Q (14246.720000 sec): 3 clusters
  Score: Raw -51153.664598 + Penalty 2006.480484 = -49147.184114
  nChanged 5
		SP:Iteration 4Q (14246.720000 sec): 3 clusters
  Score: Raw -51159.770787 + Penalty 2006.480484 = -49153.290303
  nChanged 5
		SP:Iteration 5Q (14246.730000 sec): 3 clusters
  Score: Raw -51170.579501 + Penalty 2006.480484 = -49164.099017
  nChanged 6
		SP:Iteration 6Q (14246.730000 sec): 3 clusters
  Score: Raw -51176.589695 + Penalty 2006.480484 = -49170.109211
  nChanged 2
		SP:Iteration 7Q (14246.730000 sec): 3 clusters
  Score: Raw -51179.864076 + Penalty 2006.480484 = -49173.383592
  nChanged 3
		SP:Iteration 8Q (14246.730000 sec): 3 clusters
  Score: Raw -51185.665304 + Penalty 2006.480484 = -49179.184820
  nChanged 3
		SP:Iteration 9Q (14246.730000 sec): 3 clusters
  Score: Raw -51188.715842 + Penalty 2006.480484 = -49182.235358
  nChanged 0
		SP:Iteration 10F (14246.730000 sec): 3 clusters
  Score: Raw -51188.715842 + Penalty 2006.480484 = -49182.235358
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (346418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14247.780000 sec): 2 clusters
  Score: Raw -40275277.015347 + Penalty 2072.752730 = -40273204.262616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14248.710000 sec): 3 clusters
  Score: Raw -40043699.673701 + Penalty 4145.505461 = -40039554.168240
  nChanged 168817
		SP:Iteration 1F (14249.630000 sec): 3 clusters
  Score: Raw -40147347.635784 + Penalty 4145.505461 = -40143202.130324
  nChanged 14543
		SP:Iteration 2Q (14250.570000 sec): 3 clusters
  Score: Raw -40153207.854765 + Penalty 4145.505461 = -40149062.349304
  nChanged 20320
		SP:Iteration 3F (14251.490000 sec): 3 clusters
  Score: Raw -40164461.818077 + Penalty 4145.505461 = -40160316.312617
  nChanged 26351
		SP:Iteration 4F (14252.410000 sec): 3 clusters
  Score: Raw -40183278.027204 + Penalty 4145.505461 = -40179132.521743
  nChanged 30040
		SP:Iteration 5F (14253.320000 sec): 3 clusters
  Score: Raw -40209191.246342 + Penalty 4145.505461 = -40205045.740882
  nChanged 28614
		SP:Iteration 6F (14254.240000 sec): 3 clusters
  Score: Raw -40236700.832294 + Penalty 4145.505461 = -40232555.326834
  nChanged 21614
		SP:Iteration 7F (14255.160000 sec): 3 clusters
  Score: Raw -40258007.545530 + Penalty 4145.505461 = -40253862.040069
  nChanged 11942
		SP:Iteration 8Q (14256.060000 sec): 3 clusters
  Score: Raw -40269315.042770 + Penalty 4145.505461 = -40265169.537310
  nChanged 4805
		SP:Iteration 9Q (14256.900000 sec): 3 clusters
  Score: Raw -40273532.226917 + Penalty 4145.505461 = -40269386.721456
  nChanged 1550
		SP:Iteration 10Q (14257.640000 sec): 3 clusters
  Score: Raw -40274861.790136 + Penalty 4145.505461 = -40270716.284675
  nChanged 442
		SP:Iteration 11Q (14258.320000 sec): 3 clusters
  Score: Raw -40275275.607004 + Penalty 4145.505461 = -40271130.101544
  nChanged 119
		SP:Iteration 12Q (14258.980000 sec): 3 clusters
  Score: Raw -40275398.928582 + Penalty 4145.505461 = -40271253.423121
  nChanged 56
		SP:Iteration 13Q (14259.620000 sec): 3 clusters
  Score: Raw -40275462.291591 + Penalty 4145.505461 = -40271316.786131
  nChanged 21
		SP:Iteration 14Q (14260.270000 sec): 3 clusters
  Score: Raw -40275488.044091 + Penalty 4145.505461 = -40271342.538630
  nChanged 17
		SP:Iteration 15Q (14260.910000 sec): 3 clusters
  Score: Raw -40275506.242475 + Penalty 4145.505461 = -40271360.737014
  nChanged 7
		SP:Iteration 16Q (14261.560000 sec): 3 clusters
  Score: Raw -40275514.490639 + Penalty 4145.505461 = -40271368.985178
  nChanged 5
		SP:Iteration 17Q (14262.210000 sec): 3 clusters
  Score: Raw -40275519.856010 + Penalty 4145.505461 = -40271374.350550
  nChanged 3
		SP:Iteration 18Q (14262.850000 sec): 3 clusters
  Score: Raw -40275522.547365 + Penalty 4145.505461 = -40271377.041905
  nChanged 3
		SP:Iteration 19Q (14263.500000 sec): 3 clusters
  Score: Raw -40275526.518979 + Penalty 4145.505461 = -40271381.013518
  nChanged 2
		SP:Iteration 20F (14264.410000 sec): 3 clusters
  Score: Raw -40275529.534692 + Penalty 4145.505461 = -40271384.029231
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14264.600000 sec): 2 clusters
  Score: Raw -912025.356758 + Penalty 1464.847659 = -910560.509098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14264.620000 sec): 3 clusters
  Score: Raw -907480.733695 + Penalty 2929.695319 = -904551.038376
  nChanged 3486
		SP:Iteration 1F (14264.640000 sec): 3 clusters
  Score: Raw -909433.938336 + Penalty 2929.695319 = -906504.243017
  nChanged 620
		SP:Iteration 2F (14264.660000 sec): 3 clusters
  Score: Raw -909778.191077 + Penalty 2929.695319 = -906848.495758
  nChanged 510
		SP:Iteration 3F (14264.680000 sec): 3 clusters
  Score: Raw -910068.606766 + Penalty 2929.695319 = -907138.911448
  nChanged 427
		SP:Iteration 4F (14264.700000 sec): 3 clusters
  Score: Raw -910335.257261 + Penalty 2929.695319 = -907405.561942
  nChanged 386
		SP:Iteration 5Q (14264.720000 sec): 3 clusters
  Score: Raw -910584.240126 + Penalty 2929.695319 = -907654.544807
  nChanged 348
		SP:Iteration 6Q (14264.750000 sec): 3 clusters
  Score: Raw -910797.323219 + Penalty 2929.695319 = -907867.627900
  nChanged 312
		SP:Iteration 7Q (14264.770000 sec): 3 clusters
  Score: Raw -910995.093958 + Penalty 2929.695319 = -908065.398639
  nChanged 311
		SP:Iteration 8Q (14264.790000 sec): 3 clusters
  Score: Raw -911190.842597 + Penalty 2929.695319 = -908261.147278
  nChanged 277
		SP:Iteration 9Q (14264.810000 sec): 3 clusters
  Score: Raw -911363.232187 + Penalty 2929.695319 = -908433.536868
  nChanged 244
		SP:Iteration 10Q (14264.830000 sec): 3 clusters
  Score: Raw -911483.792379 + Penalty 2929.695319 = -908554.097060
  nChanged 207
		SP:Iteration 11Q (14264.850000 sec): 3 clusters
  Score: Raw -911575.055645 + Penalty 2929.695319 = -908645.360326
  nChanged 177
		SP:Iteration 12Q (14264.870000 sec): 3 clusters
  Score: Raw -911638.860376 + Penalty 2929.695319 = -908709.165058
  nChanged 128
		SP:Iteration 13Q (14264.890000 sec): 3 clusters
  Score: Raw -911694.621560 + Penalty 2929.695319 = -908764.926241
  nChanged 111
		SP:Iteration 14Q (14264.910000 sec): 3 clusters
  Score: Raw -911745.907645 + Penalty 2929.695319 = -908816.212326
  nChanged 106
		SP:Iteration 15Q (14264.930000 sec): 3 clusters
  Score: Raw -911791.063512 + Penalty 2929.695319 = -908861.368193
  nChanged 117
		SP:Iteration 16Q (14264.940000 sec): 3 clusters
  Score: Raw -911844.726243 + Penalty 2929.695319 = -908915.030924
  nChanged 120
		SP:Iteration 17Q (14264.960000 sec): 3 clusters
  Score: Raw -911910.304434 + Penalty 2929.695319 = -908980.609115
  nChanged 116
		SP:Iteration 18Q (14264.980000 sec): 3 clusters
  Score: Raw -911971.165355 + Penalty 2929.695319 = -909041.470036
  nChanged 107
		SP:Iteration 19Q (14265.000000 sec): 3 clusters
  Score: Raw -912025.508864 + Penalty 2929.695319 = -909095.813545
  nChanged 93
		SP:Iteration 20F (14265.020000 sec): 3 clusters
  Score: Raw -912064.160331 + Penalty 2929.695319 = -909134.465012
  nChanged 70
		SP:Iteration 21Q (14265.040000 sec): 3 clusters
  Score: Raw -912088.350462 + Penalty 2929.695319 = -909158.655143
  nChanged 57
		SP:Iteration 22Q (14265.060000 sec): 3 clusters
  Score: Raw -912106.580400 + Penalty 2929.695319 = -909176.885081
  nChanged 45
		SP:Iteration 23Q (14265.070000 sec): 3 clusters
  Score: Raw -912121.330203 + Penalty 2929.695319 = -909191.634884
  nChanged 45
		SP:Iteration 24Q (14265.090000 sec): 3 clusters
  Score: Raw -912135.233667 + Penalty 2929.695319 = -909205.538348
  nChanged 45
		SP:Iteration 25Q (14265.110000 sec): 3 clusters
  Score: Raw -912152.879420 + Penalty 2929.695319 = -909223.184101
  nChanged 40
		SP:Iteration 26Q (14265.130000 sec): 3 clusters
  Score: Raw -912172.503899 + Penalty 2929.695319 = -909242.808580
  nChanged 48
		SP:Iteration 27Q (14265.150000 sec): 3 clusters
  Score: Raw -912190.473705 + Penalty 2929.695319 = -909260.778386
  nChanged 40
		SP:Iteration 28Q (14265.160000 sec): 3 clusters
  Score: Raw -912203.260933 + Penalty 2929.695319 = -909273.565614
  nChanged 27
		SP:Iteration 29Q (14265.180000 sec): 3 clusters
  Score: Raw -912210.712358 + Penalty 2929.695319 = -909281.017039
  nChanged 24
		SP:Iteration 30Q (14265.200000 sec): 3 clusters
  Score: Raw -912217.147509 + Penalty 2929.695319 = -909287.452190
  nChanged 23
		SP:Iteration 31Q (14265.210000 sec): 3 clusters
  Score: Raw -912225.184705 + Penalty 2929.695319 = -909295.489386
  nChanged 20
		SP:Iteration 32Q (14265.230000 sec): 3 clusters
  Score: Raw -912232.235719 + Penalty 2929.695319 = -909302.540400
  nChanged 19
		SP:Iteration 33Q (14265.250000 sec): 3 clusters
  Score: Raw -912237.650032 + Penalty 2929.695319 = -909307.954713
  nChanged 15
		SP:Iteration 34Q (14265.270000 sec): 3 clusters
  Score: Raw -912241.523565 + Penalty 2929.695319 = -909311.828246
  nChanged 10
		SP:Iteration 35Q (14265.290000 sec): 3 clusters
  Score: Raw -912244.748873 + Penalty 2929.695319 = -909315.053554
  nChanged 23
		SP:Iteration 36Q (14265.310000 sec): 3 clusters
  Score: Raw -912251.540877 + Penalty 2929.695319 = -909321.845558
  nChanged 12
		SP:Iteration 37Q (14265.320000 sec): 3 clusters
  Score: Raw -912255.970791 + Penalty 2929.695319 = -909326.275472
  nChanged 12
		SP:Iteration 38Q (14265.340000 sec): 3 clusters
  Score: Raw -912259.773953 + Penalty 2929.695319 = -909330.078634
  nChanged 14
		SP:Iteration 39Q (14265.360000 sec): 3 clusters
  Score: Raw -912263.359838 + Penalty 2929.695319 = -909333.664519
  nChanged 15
		SP:Iteration 40F (14265.380000 sec): 3 clusters
  Score: Raw -912266.886516 + Penalty 2929.695319 = -909337.191197
  nChanged 14
		SP:Iteration 41Q (14265.400000 sec): 3 clusters
  Score: Raw -912271.116044 + Penalty 2929.695319 = -909341.420725
  nChanged 9
		SP:Iteration 42Q (14265.420000 sec): 3 clusters
  Score: Raw -912274.114881 + Penalty 2929.695319 = -909344.419562
  nChanged 15
		SP:Iteration 43Q (14265.430000 sec): 3 clusters
  Score: Raw -912278.180309 + Penalty 2929.695319 = -909348.484990
  nChanged 15
		SP:Iteration 44Q (14265.450000 sec): 3 clusters
  Score: Raw -912282.432636 + Penalty 2929.695319 = -909352.737317
  nChanged 14
		SP:Iteration 45Q (14265.470000 sec): 3 clusters
  Score: Raw -912286.178314 + Penalty 2929.695319 = -909356.482995
  nChanged 14
		SP:Iteration 46Q (14265.480000 sec): 3 clusters
  Score: Raw -912290.548172 + Penalty 2929.695319 = -909360.852853
  nChanged 16
		SP:Iteration 47Q (14265.500000 sec): 3 clusters
  Score: Raw -912294.876278 + Penalty 2929.695319 = -909365.180959
  nChanged 14
		SP:Iteration 48Q (14265.520000 sec): 3 clusters
  Score: Raw -912298.986656 + Penalty 2929.695319 = -909369.291337
  nChanged 12
		SP:Iteration 49Q (14265.540000 sec): 3 clusters
  Score: Raw -912302.247278 + Penalty 2929.695319 = -909372.551959
  nChanged 13
		SP:Iteration 50Q (14265.550000 sec): 3 clusters
  Score: Raw -912306.527126 + Penalty 2929.695319 = -909376.831807
  nChanged 13
		SP:Iteration 51Q (14265.570000 sec): 3 clusters
  Score: Raw -912311.596482 + Penalty 2929.695319 = -909381.901163
  nChanged 16
		SP:Iteration 52Q (14265.590000 sec): 3 clusters
  Score: Raw -912315.709056 + Penalty 2929.695319 = -909386.013737
  nChanged 13
		SP:Iteration 53Q (14265.600000 sec): 3 clusters
  Score: Raw -912318.847679 + Penalty 2929.695319 = -909389.152360
  nChanged 10
		SP:Iteration 54Q (14265.620000 sec): 3 clusters
  Score: Raw -912321.814612 + Penalty 2929.695319 = -909392.119293
  nChanged 10
		SP:Iteration 55Q (14265.640000 sec): 3 clusters
  Score: Raw -912325.569799 + Penalty 2929.695319 = -909395.874480
  nChanged 13
		SP:Iteration 56Q (14265.660000 sec): 3 clusters
  Score: Raw -912329.252619 + Penalty 2929.695319 = -909399.557300
  nChanged 11
		SP:Iteration 57Q (14265.670000 sec): 3 clusters
  Score: Raw -912332.547270 + Penalty 2929.695319 = -909402.851951
  nChanged 13
		SP:Iteration 58Q (14265.690000 sec): 3 clusters
  Score: Raw -912336.562971 + Penalty 2929.695319 = -909406.867652
  nChanged 9
		SP:Iteration 59Q (14265.700000 sec): 3 clusters
  Score: Raw -912339.412909 + Penalty 2929.695319 = -909409.717590
  nChanged 9
		SP:Iteration 60F (14265.720000 sec): 3 clusters
  Score: Raw -912342.102235 + Penalty 2929.695319 = -909412.406916
  nChanged 7
		SP:Iteration 61Q (14265.740000 sec): 3 clusters
  Score: Raw -912343.998231 + Penalty 2929.695319 = -909414.302912
  nChanged 7
		SP:Iteration 62Q (14265.760000 sec): 3 clusters
  Score: Raw -912346.258901 + Penalty 2929.695319 = -909416.563582
  nChanged 14
		SP:Iteration 63Q (14265.780000 sec): 3 clusters
  Score: Raw -912351.221905 + Penalty 2929.695319 = -909421.526586
  nChanged 11
		SP:Iteration 64Q (14265.790000 sec): 3 clusters
  Score: Raw -912356.644507 + Penalty 2929.695319 = -909426.949188
  nChanged 17
		SP:Iteration 65Q (14265.810000 sec): 3 clusters
  Score: Raw -912363.925392 + Penalty 2929.695319 = -909434.230073
  nChanged 17
		SP:Iteration 66Q (14265.830000 sec): 3 clusters
  Score: Raw -912371.748256 + Penalty 2929.695319 = -909442.052937
  nChanged 17
		SP:Iteration 67Q (14265.840000 sec): 3 clusters
  Score: Raw -912377.484919 + Penalty 2929.695319 = -909447.789600
  nChanged 9
		SP:Iteration 68Q (14265.860000 sec): 3 clusters
  Score: Raw -912380.590209 + Penalty 2929.695319 = -909450.894890
  nChanged 9
		SP:Iteration 69Q (14265.880000 sec): 3 clusters
  Score: Raw -912384.094533 + Penalty 2929.695319 = -909454.399214
  nChanged 15
		SP:Iteration 70Q (14265.890000 sec): 3 clusters
  Score: Raw -912389.807148 + Penalty 2929.695319 = -909460.111829
  nChanged 15
		SP:Iteration 71Q (14265.910000 sec): 3 clusters
  Score: Raw -912394.202034 + Penalty 2929.695319 = -909464.506715
  nChanged 10
		SP:Iteration 72Q (14265.930000 sec): 3 clusters
  Score: Raw -912396.394276 + Penalty 2929.695319 = -909466.698957
  nChanged 10
		SP:Iteration 73Q (14265.940000 sec): 3 clusters
  Score: Raw -912399.183409 + Penalty 2929.695319 = -909469.488090
  nChanged 4
		SP:Iteration 74Q (14265.960000 sec): 3 clusters
  Score: Raw -912400.515542 + Penalty 2929.695319 = -909470.820223
  nChanged 6
		SP:Iteration 75Q (14265.980000 sec): 3 clusters
  Score: Raw -912402.383684 + Penalty 2929.695319 = -909472.688365
  nChanged 7
		SP:Iteration 76Q (14266.000000 sec): 3 clusters
  Score: Raw -912404.185216 + Penalty 2929.695319 = -909474.489897
  nChanged 4
		SP:Iteration 77Q (14266.010000 sec): 3 clusters
  Score: Raw -912405.383525 + Penalty 2929.695319 = -909475.688206
  nChanged 8
		SP:Iteration 78Q (14266.030000 sec): 3 clusters
  Score: Raw -912408.123633 + Penalty 2929.695319 = -909478.428314
  nChanged 9
		SP:Iteration 79Q (14266.040000 sec): 3 clusters
  Score: Raw -912411.586137 + Penalty 2929.695319 = -909481.890818
  nChanged 7
		SP:Iteration 80F (14266.060000 sec): 3 clusters
  Score: Raw -912414.145089 + Penalty 2929.695319 = -909484.449770
  nChanged 7
		SP:Iteration 81Q (14266.080000 sec): 3 clusters
  Score: Raw -912416.154247 + Penalty 2929.695319 = -909486.458928
  nChanged 3
		SP:Iteration 82Q (14266.100000 sec): 3 clusters
  Score: Raw -912417.245279 + Penalty 2929.695319 = -909487.549960
  nChanged 6
		SP:Iteration 83Q (14266.110000 sec): 3 clusters
  Score: Raw -912419.139489 + Penalty 2929.695319 = -909489.444170
  nChanged 3
		SP:Iteration 84Q (14266.130000 sec): 3 clusters
  Score: Raw -912420.193563 + Penalty 2929.695319 = -909490.498245
  nChanged 4
		SP:Iteration 85Q (14266.150000 sec): 3 clusters
  Score: Raw -912421.123552 + Penalty 2929.695319 = -909491.428233
  nChanged 1
		SP:Iteration 86Q (14266.160000 sec): 3 clusters
  Score: Raw -912421.338975 + Penalty 2929.695319 = -909491.643656
  nChanged 2
		SP:Iteration 87Q (14266.180000 sec): 3 clusters
  Score: Raw -912422.104674 + Penalty 2929.695319 = -909492.409355
  nChanged 2
		SP:Iteration 88Q (14266.200000 sec): 3 clusters
  Score: Raw -912422.632541 + Penalty 2929.695319 = -909492.937223
  nChanged 1
		SP:Iteration 89Q (14266.210000 sec): 3 clusters
  Score: Raw -912422.875448 + Penalty 2929.695319 = -909493.180129
  nChanged 1
		SP:Iteration 90Q (14266.230000 sec): 3 clusters
  Score: Raw -912423.059794 + Penalty 2929.695319 = -909493.364475
  nChanged 0
		SP:Iteration 91F (14266.250000 sec): 3 clusters
  Score: Raw -912423.059794 + Penalty 2929.695319 = -909493.364475
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14266.260000 sec): 2 clusters
  Score: Raw -233728.497196 + Penalty 1245.837158 = -232482.660038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14266.270000 sec): 3 clusters
  Score: Raw -232831.607290 + Penalty 2491.674315 = -230339.932975
  nChanged 751
		SP:Iteration 1F (14266.270000 sec): 3 clusters
  Score: Raw -233343.577196 + Penalty 2491.674315 = -230851.902881
  nChanged 156
		SP:Iteration 2F (14266.280000 sec): 3 clusters
  Score: Raw -233446.841374 + Penalty 2491.674315 = -230955.167059
  nChanged 94
		SP:Iteration 3Q (14266.280000 sec): 3 clusters
  Score: Raw -233505.499436 + Penalty 2491.674315 = -231013.825121
  nChanged 70
		SP:Iteration 4Q (14266.290000 sec): 3 clusters
  Score: Raw -233549.986263 + Penalty 2491.674315 = -231058.311948
  nChanged 56
		SP:Iteration 5Q (14266.300000 sec): 3 clusters
  Score: Raw -233579.910157 + Penalty 2491.674315 = -231088.235842
  nChanged 37
		SP:Iteration 6Q (14266.300000 sec): 3 clusters
  Score: Raw -233598.047831 + Penalty 2491.674315 = -231106.373516
  nChanged 25
		SP:Iteration 7Q (14266.300000 sec): 3 clusters
  Score: Raw -233609.517061 + Penalty 2491.674315 = -231117.842746
  nChanged 19
		SP:Iteration 8Q (14266.310000 sec): 3 clusters
  Score: Raw -233618.690283 + Penalty 2491.674315 = -231127.015968
  nChanged 25
		SP:Iteration 9Q (14266.320000 sec): 3 clusters
  Score: Raw -233637.845267 + Penalty 2491.674315 = -231146.170952
  nChanged 25
		SP:Iteration 10Q (14266.320000 sec): 3 clusters
  Score: Raw -233649.106035 + Penalty 2491.674315 = -231157.431720
  nChanged 24
		SP:Iteration 11Q (14266.330000 sec): 3 clusters
  Score: Raw -233659.046154 + Penalty 2491.674315 = -231167.371839
  nChanged 17
		SP:Iteration 12Q (14266.330000 sec): 3 clusters
  Score: Raw -233666.936984 + Penalty 2491.674315 = -231175.262669
  nChanged 15
		SP:Iteration 13Q (14266.340000 sec): 3 clusters
  Score: Raw -233676.784586 + Penalty 2491.674315 = -231185.110271
  nChanged 25
		SP:Iteration 14Q (14266.340000 sec): 3 clusters
  Score: Raw -233687.044000 + Penalty 2491.674315 = -231195.369685
  nChanged 19
		SP:Iteration 15Q (14266.350000 sec): 3 clusters
  Score: Raw -233695.909782 + Penalty 2491.674315 = -231204.235467
  nChanged 16
		SP:Iteration 16Q (14266.350000 sec): 3 clusters
  Score: Raw -233702.606085 + Penalty 2491.674315 = -231210.931770
  nChanged 15
		SP:Iteration 17Q (14266.360000 sec): 3 clusters
  Score: Raw -233707.609593 + Penalty 2491.674315 = -231215.935278
  nChanged 12
		SP:Iteration 18Q (14266.360000 sec): 3 clusters
  Score: Raw -233711.250280 + Penalty 2491.674315 = -231219.575965
  nChanged 6
		SP:Iteration 19Q (14266.370000 sec): 3 clusters
  Score: Raw -233714.013071 + Penalty 2491.674315 = -231222.338756
  nChanged 8
		SP:Iteration 20F (14266.380000 sec): 3 clusters
  Score: Raw -233717.059071 + Penalty 2491.674315 = -231225.384756
  nChanged 4
		SP:Iteration 21Q (14266.380000 sec): 3 clusters
  Score: Raw -233718.369853 + Penalty 2491.674315 = -231226.695538
  nChanged 4
		SP:Iteration 22Q (14266.380000 sec): 3 clusters
  Score: Raw -233719.629100 + Penalty 2491.674315 = -231227.954785
  nChanged 4
		SP:Iteration 23Q (14266.390000 sec): 3 clusters
  Score: Raw -233722.308455 + Penalty 2491.674315 = -231230.634140
  nChanged 12
		SP:Iteration 24Q (14266.400000 sec): 3 clusters
  Score: Raw -233727.599077 + Penalty 2491.674315 = -231235.924762
  nChanged 11
		SP:Iteration 25Q (14266.400000 sec): 3 clusters
  Score: Raw -233731.775828 + Penalty 2491.674315 = -231240.101513
  nChanged 9
		SP:Iteration 26Q (14266.400000 sec): 3 clusters
  Score: Raw -233735.403869 + Penalty 2491.674315 = -231243.729554
  nChanged 12
		SP:Iteration 27Q (14266.410000 sec): 3 clusters
  Score: Raw -233743.388993 + Penalty 2491.674315 = -231251.714678
  nChanged 15
		SP:Iteration 28Q (14266.420000 sec): 3 clusters
  Score: Raw -233752.313396 + Penalty 2491.674315 = -231260.639081
  nChanged 16
		SP:Iteration 29Q (14266.420000 sec): 3 clusters
  Score: Raw -233759.683504 + Penalty 2491.674315 = -231268.009189
  nChanged 15
		SP:Iteration 30Q (14266.430000 sec): 3 clusters
  Score: Raw -233768.497131 + Penalty 2491.674315 = -231276.822816
  nChanged 14
		SP:Iteration 31Q (14266.430000 sec): 3 clusters
  Score: Raw -233774.586780 + Penalty 2491.674315 = -231282.912465
  nChanged 19
		SP:Iteration 32Q (14266.440000 sec): 3 clusters
  Score: Raw -233783.218386 + Penalty 2491.674315 = -231291.544070
  nChanged 14
		SP:Iteration 33Q (14266.440000 sec): 3 clusters
  Score: Raw -233791.961856 + Penalty 2491.674315 = -231300.287541
  nChanged 16
		SP:Iteration 34Q (14266.450000 sec): 3 clusters
  Score: Raw -233799.837877 + Penalty 2491.674315 = -231308.163562
  nChanged 18
		SP:Iteration 35Q (14266.450000 sec): 3 clusters
  Score: Raw -233810.008127 + Penalty 2491.674315 = -231318.333812
  nChanged 25
		SP:Iteration 36Q (14266.460000 sec): 3 clusters
  Score: Raw -233822.885004 + Penalty 2491.674315 = -231331.210689
  nChanged 19
		SP:Iteration 37Q (14266.460000 sec): 3 clusters
  Score: Raw -233831.368775 + Penalty 2491.674315 = -231339.694460
  nChanged 13
		SP:Iteration 38Q (14266.470000 sec): 3 clusters
  Score: Raw -233838.711183 + Penalty 2491.674315 = -231347.036868
  nChanged 21
		SP:Iteration 39Q (14266.480000 sec): 3 clusters
  Score: Raw -233850.847438 + Penalty 2491.674315 = -231359.173123
  nChanged 25
		SP:Iteration 40F (14266.480000 sec): 3 clusters
  Score: Raw -233867.616783 + Penalty 2491.674315 = -231375.942468
  nChanged 23
		SP:Iteration 41Q (14266.480000 sec): 3 clusters
  Score: Raw -233880.031330 + Penalty 2491.674315 = -231388.357015
  nChanged 24
		SP:Iteration 42Q (14266.490000 sec): 3 clusters
  Score: Raw -233896.439262 + Penalty 2491.674315 = -231404.764947
  nChanged 21
		SP:Iteration 43Q (14266.500000 sec): 3 clusters
  Score: Raw -233909.790219 + Penalty 2491.674315 = -231418.115904
  nChanged 28
		SP:Iteration 44Q (14266.500000 sec): 3 clusters
  Score: Raw -233932.672244 + Penalty 2491.674315 = -231440.997929
  nChanged 21
		SP:Iteration 45Q (14266.510000 sec): 3 clusters
  Score: Raw -233951.154791 + Penalty 2491.674315 = -231459.480476
  nChanged 20
		SP:Iteration 46Q (14266.510000 sec): 3 clusters
  Score: Raw -233969.098771 + Penalty 2491.674315 = -231477.424456
  nChanged 21
		SP:Iteration 47Q (14266.520000 sec): 3 clusters
  Score: Raw -233989.165584 + Penalty 2491.674315 = -231497.491269
  nChanged 19
		SP:Iteration 48Q (14266.520000 sec): 3 clusters
  Score: Raw -234002.730943 + Penalty 2491.674315 = -231511.056628
  nChanged 15
		SP:Iteration 49Q (14266.530000 sec): 3 clusters
  Score: Raw -234015.374067 + Penalty 2491.674315 = -231523.699752
  nChanged 12
		SP:Iteration 50Q (14266.530000 sec): 3 clusters
  Score: Raw -234027.322795 + Penalty 2491.674315 = -231535.648480
  nChanged 10
		SP:Iteration 51Q (14266.540000 sec): 3 clusters
  Score: Raw -234040.837407 + Penalty 2491.674315 = -231549.163092
  nChanged 10
		SP:Iteration 52Q (14266.540000 sec): 3 clusters
  Score: Raw -234052.239615 + Penalty 2491.674315 = -231560.565300
  nChanged 11
		SP:Iteration 53Q (14266.550000 sec): 3 clusters
  Score: Raw -234062.939417 + Penalty 2491.674315 = -231571.265102
  nChanged 8
		SP:Iteration 54Q (14266.550000 sec): 3 clusters
  Score: Raw -234068.206618 + Penalty 2491.674315 = -231576.532303
  nChanged 6
		SP:Iteration 55Q (14266.560000 sec): 3 clusters
  Score: Raw -234074.542024 + Penalty 2491.674315 = -231582.867709
  nChanged 4
		SP:Iteration 56Q (14266.560000 sec): 3 clusters
  Score: Raw -234077.955542 + Penalty 2491.674315 = -231586.281227
  nChanged 2
		SP:Iteration 57Q (14266.570000 sec): 3 clusters
  Score: Raw -234079.907199 + Penalty 2491.674315 = -231588.232883
  nChanged 2
		SP:Iteration 58Q (14266.570000 sec): 3 clusters
  Score: Raw -234081.164690 + Penalty 2491.674315 = -231589.490375
  nChanged 3
		SP:Iteration 59Q (14266.580000 sec): 3 clusters
  Score: Raw -234084.722838 + Penalty 2491.674315 = -231593.048523
  nChanged 5
		SP:Iteration 60F (14266.580000 sec): 3 clusters
  Score: Raw -234088.735154 + Penalty 2491.674315 = -231597.060839
  nChanged 8
		SP:Iteration 61Q (14266.590000 sec): 3 clusters
  Score: Raw -234096.180674 + Penalty 2491.674315 = -231604.506359
  nChanged 5
		SP:Iteration 62Q (14266.590000 sec): 3 clusters
  Score: Raw -234100.147754 + Penalty 2491.674315 = -231608.473439
  nChanged 4
		SP:Iteration 63Q (14266.600000 sec): 3 clusters
  Score: Raw -234102.617986 + Penalty 2491.674315 = -231610.943671
  nChanged 2
		SP:Iteration 64Q (14266.600000 sec): 3 clusters
  Score: Raw -234104.029070 + Penalty 2491.674315 = -231612.354755
  nChanged 1
		SP:Iteration 65Q (14266.610000 sec): 3 clusters
  Score: Raw -234104.379040 + Penalty 2491.674315 = -231612.704725
  nChanged 1
		SP:Iteration 66Q (14266.610000 sec): 3 clusters
  Score: Raw -234105.539338 + Penalty 2491.674315 = -231613.865023
  nChanged 2
		SP:Iteration 67Q (14266.620000 sec): 3 clusters
  Score: Raw -234107.351866 + Penalty 2491.674315 = -231615.677551
  nChanged 3
		SP:Iteration 68Q (14266.620000 sec): 3 clusters
  Score: Raw -234110.304965 + Penalty 2491.674315 = -231618.630650
  nChanged 3
		SP:Iteration 69Q (14266.630000 sec): 3 clusters
  Score: Raw -234112.440812 + Penalty 2491.674315 = -231620.766497
  nChanged 1
		SP:Iteration 70Q (14266.630000 sec): 3 clusters
  Score: Raw -234112.771567 + Penalty 2491.674315 = -231621.097252
  nChanged 0
		SP:Iteration 71F (14266.640000 sec): 3 clusters
  Score: Raw -234112.771567 + Penalty 2491.674315 = -231621.097252
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14266.660000 sec): 2 clusters
  Score: Raw -787779.945809 + Penalty 1424.082467 = -786355.863342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14266.680000 sec): 3 clusters
  Score: Raw -784326.525614 + Penalty 2848.164933 = -781478.360681
  nChanged 2631
		SP:Iteration 1F (14266.690000 sec): 3 clusters
  Score: Raw -785707.684027 + Penalty 2848.164933 = -782859.519094
  nChanged 468
		SP:Iteration 2F (14266.710000 sec): 3 clusters
  Score: Raw -785944.569672 + Penalty 2848.164933 = -783096.404739
  nChanged 360
		SP:Iteration 3F (14266.720000 sec): 3 clusters
  Score: Raw -786121.233438 + Penalty 2848.164933 = -783273.068505
  nChanged 272
		SP:Iteration 4Q (14266.740000 sec): 3 clusters
  Score: Raw -786262.924569 + Penalty 2848.164933 = -783414.759636
  nChanged 242
		SP:Iteration 5Q (14266.760000 sec): 3 clusters
  Score: Raw -786377.112674 + Penalty 2848.164933 = -783528.947741
  nChanged 229
		SP:Iteration 6Q (14266.770000 sec): 3 clusters
  Score: Raw -786498.627029 + Penalty 2848.164933 = -783650.462096
  nChanged 227
		SP:Iteration 7Q (14266.790000 sec): 3 clusters
  Score: Raw -786623.257465 + Penalty 2848.164933 = -783775.092532
  nChanged 220
		SP:Iteration 8Q (14266.800000 sec): 3 clusters
  Score: Raw -786755.137925 + Penalty 2848.164933 = -783906.972992
  nChanged 242
		SP:Iteration 9Q (14266.820000 sec): 3 clusters
  Score: Raw -786914.754963 + Penalty 2848.164933 = -784066.590030
  nChanged 245
		SP:Iteration 10Q (14266.840000 sec): 3 clusters
  Score: Raw -787101.860324 + Penalty 2848.164933 = -784253.695391
  nChanged 248
		SP:Iteration 11Q (14266.850000 sec): 3 clusters
  Score: Raw -787300.568362 + Penalty 2848.164933 = -784452.403429
  nChanged 222
		SP:Iteration 12Q (14266.870000 sec): 3 clusters
  Score: Raw -787476.409824 + Penalty 2848.164933 = -784628.244891
  nChanged 163
		SP:Iteration 13Q (14266.880000 sec): 3 clusters
  Score: Raw -787611.994465 + Penalty 2848.164933 = -784763.829531
  nChanged 130
		SP:Iteration 14Q (14266.900000 sec): 3 clusters
  Score: Raw -787713.760185 + Penalty 2848.164933 = -784865.595252
  nChanged 85
		SP:Iteration 15Q (14266.910000 sec): 3 clusters
  Score: Raw -787781.525339 + Penalty 2848.164933 = -784933.360406
  nChanged 53
		SP:Iteration 16Q (14266.920000 sec): 3 clusters
  Score: Raw -787827.661173 + Penalty 2848.164933 = -784979.496240
  nChanged 30
		SP:Iteration 17Q (14266.940000 sec): 3 clusters
  Score: Raw -787854.002582 + Penalty 2848.164933 = -785005.837649
  nChanged 37
		SP:Iteration 18Q (14266.950000 sec): 3 clusters
  Score: Raw -787895.170988 + Penalty 2848.164933 = -785047.006055
  nChanged 38
		SP:Iteration 19Q (14266.960000 sec): 3 clusters
  Score: Raw -787932.297283 + Penalty 2848.164933 = -785084.132350
  nChanged 20
		SP:Iteration 20F (14266.980000 sec): 3 clusters
  Score: Raw -787952.340592 + Penalty 2848.164933 = -785104.175659
  nChanged 7
		SP:Iteration 21Q (14266.990000 sec): 3 clusters
  Score: Raw -787957.346301 + Penalty 2848.164933 = -785109.181368
  nChanged 2
		SP:Iteration 22Q (14267.000000 sec): 3 clusters
  Score: Raw -787959.486686 + Penalty 2848.164933 = -785111.321753
  nChanged 2
		SP:Iteration 23Q (14267.020000 sec): 3 clusters
  Score: Raw -787961.274027 + Penalty 2848.164933 = -785113.109094
  nChanged 1
		SP:Iteration 24Q (14267.030000 sec): 3 clusters
  Score: Raw -787962.366732 + Penalty 2848.164933 = -785114.201799
  nChanged 1
		SP:Iteration 25Q (14267.040000 sec): 3 clusters
  Score: Raw -787963.127082 + Penalty 2848.164933 = -785114.962148
  nChanged 1
		SP:Iteration 26Q (14267.050000 sec): 3 clusters
  Score: Raw -787964.275973 + Penalty 2848.164933 = -785116.111040
  nChanged 0
		SP:Iteration 27F (14267.070000 sec): 3 clusters
  Score: Raw -787964.275973 + Penalty 2848.164933 = -785116.111040
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14267.080000 sec): 2 clusters
  Score: Raw -161467.117423 + Penalty 1179.033582 = -160288.083841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14267.080000 sec): 3 clusters
  Score: Raw -160917.154016 + Penalty 2358.067164 = -158559.086852
  nChanged 455
		SP:Iteration 1F (14267.080000 sec): 3 clusters
  Score: Raw -161249.157284 + Penalty 2358.067164 = -158891.090120
  nChanged 129
		SP:Iteration 2F (14267.090000 sec): 3 clusters
  Score: Raw -161385.096052 + Penalty 2358.067164 = -159027.028888
  nChanged 73
		SP:Iteration 3F (14267.090000 sec): 3 clusters
  Score: Raw -161446.746733 + Penalty 2358.067164 = -159088.679569
  nChanged 41
		SP:Iteration 4Q (14267.100000 sec): 3 clusters
  Score: Raw -161475.072459 + Penalty 2358.067164 = -159117.005294
  nChanged 29
		SP:Iteration 5Q (14267.100000 sec): 3 clusters
  Score: Raw -161496.489287 + Penalty 2358.067164 = -159138.422123
  nChanged 24
		SP:Iteration 6Q (14267.100000 sec): 3 clusters
  Score: Raw -161511.052034 + Penalty 2358.067164 = -159152.984870
  nChanged 15
		SP:Iteration 7Q (14267.100000 sec): 3 clusters
  Score: Raw -161519.020944 + Penalty 2358.067164 = -159160.953780
  nChanged 13
		SP:Iteration 8Q (14267.110000 sec): 3 clusters
  Score: Raw -161530.182655 + Penalty 2358.067164 = -159172.115491
  nChanged 17
		SP:Iteration 9Q (14267.110000 sec): 3 clusters
  Score: Raw -161540.546897 + Penalty 2358.067164 = -159182.479733
  nChanged 12
		SP:Iteration 10Q (14267.120000 sec): 3 clusters
  Score: Raw -161547.683114 + Penalty 2358.067164 = -159189.615950
  nChanged 12
		SP:Iteration 11Q (14267.120000 sec): 3 clusters
  Score: Raw -161557.743471 + Penalty 2358.067164 = -159199.676307
  nChanged 9
		SP:Iteration 12Q (14267.120000 sec): 3 clusters
  Score: Raw -161566.423761 + Penalty 2358.067164 = -159208.356597
  nChanged 7
		SP:Iteration 13Q (14267.130000 sec): 3 clusters
  Score: Raw -161573.926270 + Penalty 2358.067164 = -159215.859106
  nChanged 10
		SP:Iteration 14Q (14267.130000 sec): 3 clusters
  Score: Raw -161580.996379 + Penalty 2358.067164 = -159222.929215
  nChanged 8
		SP:Iteration 15Q (14267.130000 sec): 3 clusters
  Score: Raw -161586.596574 + Penalty 2358.067164 = -159228.529410
  nChanged 5
		SP:Iteration 16Q (14267.140000 sec): 3 clusters
  Score: Raw -161589.491339 + Penalty 2358.067164 = -159231.424175
  nChanged 5
		SP:Iteration 17Q (14267.140000 sec): 3 clusters
  Score: Raw -161595.822516 + Penalty 2358.067164 = -159237.755351
  nChanged 5
		SP:Iteration 18Q (14267.140000 sec): 3 clusters
  Score: Raw -161599.272795 + Penalty 2358.067164 = -159241.205631
  nChanged 5
		SP:Iteration 19Q (14267.150000 sec): 3 clusters
  Score: Raw -161601.058223 + Penalty 2358.067164 = -159242.991059
  nChanged 5
		SP:Iteration 20F (14267.150000 sec): 3 clusters
  Score: Raw -161602.825836 + Penalty 2358.067164 = -159244.758672
  nChanged 7
		SP:Iteration 21Q (14267.150000 sec): 3 clusters
  Score: Raw -161606.951791 + Penalty 2358.067164 = -159248.884627
  nChanged 6
		SP:Iteration 22Q (14267.160000 sec): 3 clusters
  Score: Raw -161611.919520 + Penalty 2358.067164 = -159253.852356
  nChanged 9
		SP:Iteration 23Q (14267.160000 sec): 3 clusters
  Score: Raw -161619.072740 + Penalty 2358.067164 = -159261.005576
  nChanged 8
		SP:Iteration 24Q (14267.160000 sec): 3 clusters
  Score: Raw -161625.556598 + Penalty 2358.067164 = -159267.489434
  nChanged 9
		SP:Iteration 25Q (14267.170000 sec): 3 clusters
  Score: Raw -161633.391470 + Penalty 2358.067164 = -159275.324306
  nChanged 10
		SP:Iteration 26Q (14267.170000 sec): 3 clusters
  Score: Raw -161645.267605 + Penalty 2358.067164 = -159287.200441
  nChanged 8
		SP:Iteration 27Q (14267.180000 sec): 3 clusters
  Score: Raw -161652.242755 + Penalty 2358.067164 = -159294.175591
  nChanged 6
		SP:Iteration 28Q (14267.180000 sec): 3 clusters
  Score: Raw -161656.292047 + Penalty 2358.067164 = -159298.224882
  nChanged 4
		SP:Iteration 29Q (14267.180000 sec): 3 clusters
  Score: Raw -161657.957406 + Penalty 2358.067164 = -159299.890242
  nChanged 1
		SP:Iteration 30Q (14267.180000 sec): 3 clusters
  Score: Raw -161659.722529 + Penalty 2358.067164 = -159301.655365
  nChanged 2
		SP:Iteration 31Q (14267.190000 sec): 3 clusters
  Score: Raw -161660.994227 + Penalty 2358.067164 = -159302.927063
  nChanged 0
		SP:Iteration 32F (14267.190000 sec): 3 clusters
  Score: Raw -161660.994227 + Penalty 2358.067164 = -159302.927063
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14267.200000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14267.200000 sec): 3 clusters
  Score: Raw -35708.475197 + Penalty 1891.526952 = -33816.948245
  nChanged 74
		SP:Iteration 1F (14267.200000 sec): 3 clusters
  Score: Raw -35887.409474 + Penalty 1891.526952 = -33995.882521
  nChanged 21
		SP:Iteration 2F (14267.200000 sec): 3 clusters
  Score: Raw -35959.816559 + Penalty 1891.526952 = -34068.289607
  nChanged 13
		SP:Iteration 3Q (14267.200000 sec): 3 clusters
  Score: Raw -36002.302772 + Penalty 1891.526952 = -34110.775819
  nChanged 11
		SP:Iteration 4Q (14267.200000 sec): 3 clusters
  Score: Raw -36052.364439 + Penalty 1891.526952 = -34160.837486
  nChanged 10
		SP:Iteration 5Q (14267.200000 sec): 3 clusters
  Score: Raw -36081.970265 + Penalty 1891.526952 = -34190.443313
  nChanged 8
		SP:Iteration 6Q (14267.200000 sec): 3 clusters
  Score: Raw -36130.928886 + Penalty 1891.526952 = -34239.401934
  nChanged 8
		SP:Iteration 7Q (14267.200000 sec): 3 clusters
  Score: Raw -36195.439994 + Penalty 1891.526952 = -34303.913042
  nChanged 10
		SP:Iteration 8Q (14267.200000 sec): 3 clusters
  Score: Raw -36244.359593 + Penalty 1891.526952 = -34352.832641
  nChanged 3
		SP:Iteration 9Q (14267.200000 sec): 3 clusters
  Score: Raw -36255.104207 + Penalty 1891.526952 = -34363.577254
  nChanged 2
		SP:Iteration 10Q (14267.200000 sec): 3 clusters
  Score: Raw -36263.529011 + Penalty 1891.526952 = -34372.002058
  nChanged 1
		SP:Iteration 11Q (14267.210000 sec): 3 clusters
  Score: Raw -36266.789104 + Penalty 1891.526952 = -34375.262152
  nChanged 0
		SP:Iteration 12F (14267.210000 sec): 3 clusters
  Score: Raw -36266.789104 + Penalty 1891.526952 = -34375.262152
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (12966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14267.250000 sec): 2 clusters
  Score: Raw -1489490.874374 + Penalty 1538.888947 = -1487951.985427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14267.280000 sec): 3 clusters
  Score: Raw -1481839.447243 + Penalty 3077.777893 = -1478761.669350
  nChanged 5838
		SP:Iteration 1F (14267.320000 sec): 3 clusters
  Score: Raw -1485037.383794 + Penalty 3077.777893 = -1481959.605900
  nChanged 808
		SP:Iteration 2F (14267.350000 sec): 3 clusters
  Score: Raw -1485411.269663 + Penalty 3077.777893 = -1482333.491770
  nChanged 738
		SP:Iteration 3F (14267.380000 sec): 3 clusters
  Score: Raw -1485774.699797 + Penalty 3077.777893 = -1482696.921903
  nChanged 722
		SP:Iteration 4F (14267.410000 sec): 3 clusters
  Score: Raw -1486157.815342 + Penalty 3077.777893 = -1483080.037449
  nChanged 737
		SP:Iteration 5F (14267.440000 sec): 3 clusters
  Score: Raw -1486565.274319 + Penalty 3077.777893 = -1483487.496426
  nChanged 714
		SP:Iteration 6F (14267.480000 sec): 3 clusters
  Score: Raw -1486935.735347 + Penalty 3077.777893 = -1483857.957454
  nChanged 673
		SP:Iteration 7F (14267.500000 sec): 3 clusters
  Score: Raw -1487267.249148 + Penalty 3077.777893 = -1484189.471254
  nChanged 563
		SP:Iteration 8Q (14267.540000 sec): 3 clusters
  Score: Raw -1487542.692798 + Penalty 3077.777893 = -1484464.914905
  nChanged 514
		SP:Iteration 9Q (14267.570000 sec): 3 clusters
  Score: Raw -1487803.461768 + Penalty 3077.777893 = -1484725.683874
  nChanged 486
		SP:Iteration 10Q (14267.600000 sec): 3 clusters
  Score: Raw -1488041.023427 + Penalty 3077.777893 = -1484963.245534
  nChanged 421
		SP:Iteration 11Q (14267.630000 sec): 3 clusters
  Score: Raw -1488247.992342 + Penalty 3077.777893 = -1485170.214449
  nChanged 383
		SP:Iteration 12Q (14267.660000 sec): 3 clusters
  Score: Raw -1488460.075553 + Penalty 3077.777893 = -1485382.297660
  nChanged 360
		SP:Iteration 13Q (14267.700000 sec): 3 clusters
  Score: Raw -1488686.746453 + Penalty 3077.777893 = -1485608.968560
  nChanged 324
		SP:Iteration 14Q (14267.730000 sec): 3 clusters
  Score: Raw -1488900.081041 + Penalty 3077.777893 = -1485822.303148
  nChanged 310
		SP:Iteration 15Q (14267.760000 sec): 3 clusters
  Score: Raw -1489103.344291 + Penalty 3077.777893 = -1486025.566398
  nChanged 284
		SP:Iteration 16Q (14267.800000 sec): 3 clusters
  Score: Raw -1489299.020037 + Penalty 3077.777893 = -1486221.242144
  nChanged 251
		SP:Iteration 17Q (14267.830000 sec): 3 clusters
  Score: Raw -1489469.850382 + Penalty 3077.777893 = -1486392.072489
  nChanged 197
		SP:Iteration 18Q (14267.860000 sec): 3 clusters
  Score: Raw -1489600.376098 + Penalty 3077.777893 = -1486522.598205
  nChanged 136
		SP:Iteration 19Q (14267.890000 sec): 3 clusters
  Score: Raw -1489689.537399 + Penalty 3077.777893 = -1486611.759506
  nChanged 111
		SP:Iteration 20F (14267.920000 sec): 3 clusters
  Score: Raw -1489767.379301 + Penalty 3077.777893 = -1486689.601407
  nChanged 90
		SP:Iteration 21Q (14267.950000 sec): 3 clusters
  Score: Raw -1489836.460631 + Penalty 3077.777893 = -1486758.682737
  nChanged 68
		SP:Iteration 22Q (14267.980000 sec): 3 clusters
  Score: Raw -1489881.600650 + Penalty 3077.777893 = -1486803.822757
  nChanged 44
		SP:Iteration 23Q (14268.000000 sec): 3 clusters
  Score: Raw -1489905.207962 + Penalty 3077.777893 = -1486827.430068
  nChanged 31
		SP:Iteration 24Q (14268.030000 sec): 3 clusters
  Score: Raw -1489918.294712 + Penalty 3077.777893 = -1486840.516819
  nChanged 17
		SP:Iteration 25Q (14268.060000 sec): 3 clusters
  Score: Raw -1489922.937630 + Penalty 3077.777893 = -1486845.159736
  nChanged 10
		SP:Iteration 26Q (14268.080000 sec): 3 clusters
  Score: Raw -1489925.046092 + Penalty 3077.777893 = -1486847.268199
  nChanged 4
		SP:Iteration 27Q (14268.110000 sec): 3 clusters
  Score: Raw -1489926.700626 + Penalty 3077.777893 = -1486848.922732
  nChanged 1
		SP:Iteration 28Q (14268.130000 sec): 3 clusters
  Score: Raw -1489927.179809 + Penalty 3077.777893 = -1486849.401916
  nChanged 2
		SP:Iteration 29Q (14268.160000 sec): 3 clusters
  Score: Raw -1489927.605949 + Penalty 3077.777893 = -1486849.828056
  nChanged 0
		SP:Iteration 30F (14268.190000 sec): 3 clusters
  Score: Raw -1489927.605949 + Penalty 3077.777893 = -1486849.828056
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14268.200000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14268.200000 sec): 3 clusters
  Score: Raw -78657.475398 + Penalty 2131.414286 = -76526.061112
  nChanged 190
		SP:Iteration 1F (14268.200000 sec): 3 clusters
  Score: Raw -78859.845547 + Penalty 2131.414286 = -76728.431262
  nChanged 58
		SP:Iteration 2F (14268.210000 sec): 3 clusters
  Score: Raw -78942.823491 + Penalty 2131.414286 = -76811.409205
  nChanged 34
		SP:Iteration 3Q (14268.210000 sec): 3 clusters
  Score: Raw -78991.717986 + Penalty 2131.414286 = -76860.303701
  nChanged 32
		SP:Iteration 4Q (14268.210000 sec): 3 clusters
  Score: Raw -79047.370514 + Penalty 2131.414286 = -76915.956228
  nChanged 28
		SP:Iteration 5Q (14268.210000 sec): 3 clusters
  Score: Raw -79091.696045 + Penalty 2131.414286 = -76960.281759
  nChanged 29
		SP:Iteration 6Q (14268.220000 sec): 3 clusters
  Score: Raw -79150.939993 + Penalty 2131.414286 = -77019.525707
  nChanged 23
		SP:Iteration 7Q (14268.220000 sec): 3 clusters
  Score: Raw -79189.144426 + Penalty 2131.414286 = -77057.730140
  nChanged 14
		SP:Iteration 8Q (14268.220000 sec): 3 clusters
  Score: Raw -79207.839555 + Penalty 2131.414286 = -77076.425269
  nChanged 8
		SP:Iteration 9Q (14268.220000 sec): 3 clusters
  Score: Raw -79219.519965 + Penalty 2131.414286 = -77088.105679
  nChanged 6
		SP:Iteration 10Q (14268.220000 sec): 3 clusters
  Score: Raw -79226.971059 + Penalty 2131.414286 = -77095.556773
  nChanged 2
		SP:Iteration 11Q (14268.220000 sec): 3 clusters
  Score: Raw -79230.065087 + Penalty 2131.414286 = -77098.650801
  nChanged 2
		SP:Iteration 12Q (14268.220000 sec): 3 clusters
  Score: Raw -79234.755514 + Penalty 2131.414286 = -77103.341228
  nChanged 3
		SP:Iteration 13Q (14268.220000 sec): 3 clusters
  Score: Raw -79240.236662 + Penalty 2131.414286 = -77108.822376
  nChanged 3
		SP:Iteration 14Q (14268.230000 sec): 3 clusters
  Score: Raw -79245.926767 + Penalty 2131.414286 = -77114.512481
  nChanged 1
		SP:Iteration 15Q (14268.230000 sec): 3 clusters
  Score: Raw -79248.530612 + Penalty 2131.414286 = -77117.116327
  nChanged 0
		SP:Iteration 16F (14268.230000 sec): 3 clusters
  Score: Raw -79257.046011 + Penalty 2131.414286 = -77125.631725
  nChanged 2
		SP:Iteration 17Q (14268.230000 sec): 3 clusters
  Score: Raw -79297.802216 + Penalty 2131.414286 = -77166.387930
  nChanged 4
		SP:Iteration 18Q (14268.230000 sec): 3 clusters
  Score: Raw -79311.837198 + Penalty 2131.414286 = -77180.422912
  nChanged 6
		SP:Iteration 19Q (14268.240000 sec): 3 clusters
  Score: Raw -79331.071091 + Penalty 2131.414286 = -77199.656805
  nChanged 3
		SP:Iteration 20F (14268.240000 sec): 3 clusters
  Score: Raw -79346.239231 + Penalty 2131.414286 = -77214.824945
  nChanged 6
		SP:Iteration 21Q (14268.240000 sec): 3 clusters
  Score: Raw -79374.159085 + Penalty 2131.414286 = -77242.744799
  nChanged 4
		SP:Iteration 22Q (14268.240000 sec): 3 clusters
  Score: Raw -79392.479070 + Penalty 2131.414286 = -77261.064784
  nChanged 3
		SP:Iteration 23Q (14268.240000 sec): 3 clusters
  Score: Raw -79427.628924 + Penalty 2131.414286 = -77296.214638
  nChanged 4
		SP:Iteration 24Q (14268.240000 sec): 3 clusters
  Score: Raw -79438.749586 + Penalty 2131.414286 = -77307.335300
  nChanged 2
		SP:Iteration 25Q (14268.240000 sec): 3 clusters
  Score: Raw -79442.798130 + Penalty 2131.414286 = -77311.383844
  nChanged 1
		SP:Iteration 26Q (14268.240000 sec): 3 clusters
  Score: Raw -79444.544203 + Penalty 2131.414286 = -77313.129918
  nChanged 1
		SP:Iteration 27Q (14268.250000 sec): 3 clusters
  Score: Raw -79446.535419 + Penalty 2131.414286 = -77315.121133
  nChanged 0
		SP:Iteration 28F (14268.250000 sec): 3 clusters
  Score: Raw -79446.535419 + Penalty 2131.414286 = -77315.121133
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14268.260000 sec): 2 clusters
  Score: Raw -123098.184840 + Penalty 1154.289835 = -121943.895005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14268.260000 sec): 3 clusters
  Score: Raw -122695.835624 + Penalty 2308.579670 = -120387.255954
  nChanged 381
		SP:Iteration 1F (14268.260000 sec): 3 clusters
  Score: Raw -123084.702623 + Penalty 2308.579670 = -120776.122953
  nChanged 119
		SP:Iteration 2F (14268.260000 sec): 3 clusters
  Score: Raw -123271.560969 + Penalty 2308.579670 = -120962.981299
  nChanged 85
		SP:Iteration 3F (14268.270000 sec): 3 clusters
  Score: Raw -123370.950167 + Penalty 2308.579670 = -121062.370497
  nChanged 52
		SP:Iteration 4Q (14268.270000 sec): 3 clusters
  Score: Raw -123432.649375 + Penalty 2308.579670 = -121124.069705
  nChanged 27
		SP:Iteration 5Q (14268.270000 sec): 3 clusters
  Score: Raw -123459.051049 + Penalty 2308.579670 = -121150.471379
  nChanged 23
		SP:Iteration 6Q (14268.280000 sec): 3 clusters
  Score: Raw -123482.046219 + Penalty 2308.579670 = -121173.466549
  nChanged 14
		SP:Iteration 7Q (14268.280000 sec): 3 clusters
  Score: Raw -123496.520785 + Penalty 2308.579670 = -121187.941115
  nChanged 13
		SP:Iteration 8Q (14268.280000 sec): 3 clusters
  Score: Raw -123505.182467 + Penalty 2308.579670 = -121196.602797
  nChanged 3
		SP:Iteration 9Q (14268.280000 sec): 3 clusters
  Score: Raw -123509.020751 + Penalty 2308.579670 = -121200.441081
  nChanged 7
		SP:Iteration 10Q (14268.290000 sec): 3 clusters
  Score: Raw -123515.013311 + Penalty 2308.579670 = -121206.433641
  nChanged 5
		SP:Iteration 11Q (14268.290000 sec): 3 clusters
  Score: Raw -123517.281374 + Penalty 2308.579670 = -121208.701704
  nChanged 2
		SP:Iteration 12Q (14268.290000 sec): 3 clusters
  Score: Raw -123517.852787 + Penalty 2308.579670 = -121209.273117
  nChanged 0
		SP:Iteration 13F (14268.300000 sec): 3 clusters
  Score: Raw -123517.852787 + Penalty 2308.579670 = -121209.273117
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14268.310000 sec): 2 clusters
  Score: Raw -475163.565762 + Penalty 1361.712384 = -473801.853379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14268.320000 sec): 3 clusters
  Score: Raw -472875.112108 + Penalty 2723.424768 = -470151.687340
  nChanged 1783
		SP:Iteration 1F (14268.340000 sec): 3 clusters
  Score: Raw -473927.013641 + Penalty 2723.424768 = -471203.588874
  nChanged 352
		SP:Iteration 2F (14268.340000 sec): 3 clusters
  Score: Raw -474147.418481 + Penalty 2723.424768 = -471423.993714
  nChanged 266
		SP:Iteration 3F (14268.360000 sec): 3 clusters
  Score: Raw -474315.243595 + Penalty 2723.424768 = -471591.818827
  nChanged 215
		SP:Iteration 4Q (14268.370000 sec): 3 clusters
  Score: Raw -474451.947394 + Penalty 2723.424768 = -471728.522627
  nChanged 183
		SP:Iteration 5Q (14268.380000 sec): 3 clusters
  Score: Raw -474547.132467 + Penalty 2723.424768 = -471823.707699
  nChanged 130
		SP:Iteration 6Q (14268.390000 sec): 3 clusters
  Score: Raw -474602.132891 + Penalty 2723.424768 = -471878.708123
  nChanged 94
		SP:Iteration 7Q (14268.400000 sec): 3 clusters
  Score: Raw -474635.797919 + Penalty 2723.424768 = -471912.373152
  nChanged 72
		SP:Iteration 8Q (14268.410000 sec): 3 clusters
  Score: Raw -474664.008215 + Penalty 2723.424768 = -471940.583447
  nChanged 68
		SP:Iteration 9Q (14268.420000 sec): 3 clusters
  Score: Raw -474694.694088 + Penalty 2723.424768 = -471971.269321
  nChanged 67
		SP:Iteration 10Q (14268.430000 sec): 3 clusters
  Score: Raw -474719.638623 + Penalty 2723.424768 = -471996.213856
  nChanged 61
		SP:Iteration 11Q (14268.440000 sec): 3 clusters
  Score: Raw -474736.756078 + Penalty 2723.424768 = -472013.331311
  nChanged 45
		SP:Iteration 12Q (14268.450000 sec): 3 clusters
  Score: Raw -474751.267521 + Penalty 2723.424768 = -472027.842754
  nChanged 48
		SP:Iteration 13Q (14268.460000 sec): 3 clusters
  Score: Raw -474767.420893 + Penalty 2723.424768 = -472043.996126
  nChanged 50
		SP:Iteration 14Q (14268.470000 sec): 3 clusters
  Score: Raw -474785.011449 + Penalty 2723.424768 = -472061.586682
  nChanged 53
		SP:Iteration 15Q (14268.480000 sec): 3 clusters
  Score: Raw -474807.731941 + Penalty 2723.424768 = -472084.307173
  nChanged 56
		SP:Iteration 16Q (14268.500000 sec): 3 clusters
  Score: Raw -474832.014784 + Penalty 2723.424768 = -472108.590016
  nChanged 72
		SP:Iteration 17Q (14268.500000 sec): 3 clusters
  Score: Raw -474864.510629 + Penalty 2723.424768 = -472141.085861
  nChanged 70
		SP:Iteration 18Q (14268.520000 sec): 3 clusters
  Score: Raw -474894.441402 + Penalty 2723.424768 = -472171.016634
  nChanged 76
		SP:Iteration 19Q (14268.530000 sec): 3 clusters
  Score: Raw -474939.592910 + Penalty 2723.424768 = -472216.168143
  nChanged 80
		SP:Iteration 20F (14268.540000 sec): 3 clusters
  Score: Raw -474977.362210 + Penalty 2723.424768 = -472253.937442
  nChanged 59
		SP:Iteration 21Q (14268.550000 sec): 3 clusters
  Score: Raw -475002.647254 + Penalty 2723.424768 = -472279.222487
  nChanged 61
		SP:Iteration 22Q (14268.560000 sec): 3 clusters
  Score: Raw -475024.818446 + Penalty 2723.424768 = -472301.393679
  nChanged 49
		SP:Iteration 23Q (14268.570000 sec): 3 clusters
  Score: Raw -475043.644110 + Penalty 2723.424768 = -472320.219343
  nChanged 53
		SP:Iteration 24Q (14268.580000 sec): 3 clusters
  Score: Raw -475065.380217 + Penalty 2723.424768 = -472341.955450
  nChanged 46
		SP:Iteration 25Q (14268.590000 sec): 3 clusters
  Score: Raw -475087.067718 + Penalty 2723.424768 = -472363.642950
  nChanged 50
		SP:Iteration 26Q (14268.600000 sec): 3 clusters
  Score: Raw -475105.670461 + Penalty 2723.424768 = -472382.245693
  nChanged 37
		SP:Iteration 27Q (14268.610000 sec): 3 clusters
  Score: Raw -475121.701355 + Penalty 2723.424768 = -472398.276587
  nChanged 43
		SP:Iteration 28Q (14268.620000 sec): 3 clusters
  Score: Raw -475142.056452 + Penalty 2723.424768 = -472418.631684
  nChanged 35
		SP:Iteration 29Q (14268.630000 sec): 3 clusters
  Score: Raw -475157.894863 + Penalty 2723.424768 = -472434.470095
  nChanged 33
		SP:Iteration 30Q (14268.640000 sec): 3 clusters
  Score: Raw -475167.020487 + Penalty 2723.424768 = -472443.595720
  nChanged 24
		SP:Iteration 31Q (14268.650000 sec): 3 clusters
  Score: Raw -475172.927877 + Penalty 2723.424768 = -472449.503110
  nChanged 10
		SP:Iteration 32Q (14268.660000 sec): 3 clusters
  Score: Raw -475175.515125 + Penalty 2723.424768 = -472452.090357
  nChanged 9
		SP:Iteration 33Q (14268.680000 sec): 3 clusters
  Score: Raw -475177.235996 + Penalty 2723.424768 = -472453.811229
  nChanged 6
		SP:Iteration 34Q (14268.680000 sec): 3 clusters
  Score: Raw -475178.309011 + Penalty 2723.424768 = -472454.884243
  nChanged 7
		SP:Iteration 35Q (14268.700000 sec): 3 clusters
  Score: Raw -475179.907517 + Penalty 2723.424768 = -472456.482749
  nChanged 6
		SP:Iteration 36Q (14268.710000 sec): 3 clusters
  Score: Raw -475181.269023 + Penalty 2723.424768 = -472457.844255
  nChanged 8
		SP:Iteration 37Q (14268.720000 sec): 3 clusters
  Score: Raw -475183.713462 + Penalty 2723.424768 = -472460.288694
  nChanged 8
		SP:Iteration 38Q (14268.730000 sec): 3 clusters
  Score: Raw -475186.132839 + Penalty 2723.424768 = -472462.708072
  nChanged 10
		SP:Iteration 39Q (14268.740000 sec): 3 clusters
  Score: Raw -475188.653720 + Penalty 2723.424768 = -472465.228952
  nChanged 6
		SP:Iteration 40F (14268.750000 sec): 3 clusters
  Score: Raw -475190.792313 + Penalty 2723.424768 = -472467.367545
  nChanged 7
		SP:Iteration 41Q (14268.760000 sec): 3 clusters
  Score: Raw -475192.248803 + Penalty 2723.424768 = -472468.824035
  nChanged 5
		SP:Iteration 42Q (14268.770000 sec): 3 clusters
  Score: Raw -475193.415135 + Penalty 2723.424768 = -472469.990367
  nChanged 7
		SP:Iteration 43Q (14268.780000 sec): 3 clusters
  Score: Raw -475194.991850 + Penalty 2723.424768 = -472471.567083
  nChanged 8
		SP:Iteration 44Q (14268.790000 sec): 3 clusters
  Score: Raw -475197.404572 + Penalty 2723.424768 = -472473.979805
  nChanged 10
		SP:Iteration 45Q (14268.800000 sec): 3 clusters
  Score: Raw -475200.666213 + Penalty 2723.424768 = -472477.241445
  nChanged 12
		SP:Iteration 46Q (14268.810000 sec): 3 clusters
  Score: Raw -475204.256594 + Penalty 2723.424768 = -472480.831826
  nChanged 5
		SP:Iteration 47Q (14268.820000 sec): 3 clusters
  Score: Raw -475205.302680 + Penalty 2723.424768 = -472481.877912
  nChanged 3
		SP:Iteration 48Q (14268.830000 sec): 3 clusters
  Score: Raw -475205.875129 + Penalty 2723.424768 = -472482.450362
  nChanged 2
		SP:Iteration 49Q (14268.840000 sec): 3 clusters
  Score: Raw -475206.658383 + Penalty 2723.424768 = -472483.233615
  nChanged 2
		SP:Iteration 50Q (14268.860000 sec): 3 clusters
  Score: Raw -475206.999283 + Penalty 2723.424768 = -472483.574516
  nChanged 3
		SP:Iteration 51Q (14268.860000 sec): 3 clusters
  Score: Raw -475207.312097 + Penalty 2723.424768 = -472483.887329
  nChanged 0
		SP:Iteration 52F (14268.880000 sec): 3 clusters
  Score: Raw -475207.312097 + Penalty 2723.424768 = -472483.887329
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14268.880000 sec): 2 clusters
  Score: Raw -73655.259741 + Penalty 1069.128322 = -72586.131419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14268.880000 sec): 3 clusters
  Score: Raw -73500.826539 + Penalty 2138.256644 = -71362.569895
  nChanged 173
		SP:Iteration 1F (14268.890000 sec): 3 clusters
  Score: Raw -73661.690373 + Penalty 2138.256644 = -71523.433729
  nChanged 47
		SP:Iteration 2F (14268.890000 sec): 3 clusters
  Score: Raw -73742.119602 + Penalty 2138.256644 = -71603.862958
  nChanged 39
		SP:Iteration 3F (14268.890000 sec): 3 clusters
  Score: Raw -73797.947805 + Penalty 2138.256644 = -71659.691161
  nChanged 34
		SP:Iteration 4Q (14268.890000 sec): 3 clusters
  Score: Raw -73849.586426 + Penalty 2138.256644 = -71711.329782
  nChanged 26
		SP:Iteration 5Q (14268.900000 sec): 3 clusters
  Score: Raw -73877.580717 + Penalty 2138.256644 = -71739.324074
  nChanged 20
		SP:Iteration 6Q (14268.900000 sec): 3 clusters
  Score: Raw -73901.917346 + Penalty 2138.256644 = -71763.660702
  nChanged 18
		SP:Iteration 7Q (14268.900000 sec): 3 clusters
  Score: Raw -73929.873540 + Penalty 2138.256644 = -71791.616896
  nChanged 16
		SP:Iteration 8Q (14268.900000 sec): 3 clusters
  Score: Raw -73949.308022 + Penalty 2138.256644 = -71811.051378
  nChanged 10
		SP:Iteration 9Q (14268.900000 sec): 3 clusters
  Score: Raw -73963.601368 + Penalty 2138.256644 = -71825.344724
  nChanged 7
		SP:Iteration 10Q (14268.900000 sec): 3 clusters
  Score: Raw -73978.069083 + Penalty 2138.256644 = -71839.812439
  nChanged 7
		SP:Iteration 11Q (14268.900000 sec): 3 clusters
  Score: Raw -73996.835838 + Penalty 2138.256644 = -71858.579194
  nChanged 6
		SP:Iteration 12Q (14268.910000 sec): 3 clusters
  Score: Raw -74004.989371 + Penalty 2138.256644 = -71866.732727
  nChanged 5
		SP:Iteration 13Q (14268.910000 sec): 3 clusters
  Score: Raw -74014.636446 + Penalty 2138.256644 = -71876.379802
  nChanged 5
		SP:Iteration 14Q (14268.910000 sec): 3 clusters
  Score: Raw -74022.723945 + Penalty 2138.256644 = -71884.467301
  nChanged 6
		SP:Iteration 15Q (14268.910000 sec): 3 clusters
  Score: Raw -74029.428029 + Penalty 2138.256644 = -71891.171385
  nChanged 4
		SP:Iteration 16Q (14268.910000 sec): 3 clusters
  Score: Raw -74038.268782 + Penalty 2138.256644 = -71900.012138
  nChanged 2
		SP:Iteration 17Q (14268.920000 sec): 3 clusters
  Score: Raw -74041.977105 + Penalty 2138.256644 = -71903.720461
  nChanged 3
		SP:Iteration 18Q (14268.920000 sec): 3 clusters
  Score: Raw -74044.036495 + Penalty 2138.256644 = -71905.779851
  nChanged 1
		SP:Iteration 19Q (14268.920000 sec): 3 clusters
  Score: Raw -74045.478588 + Penalty 2138.256644 = -71907.221944
  nChanged 0
		SP:Iteration 20F (14268.920000 sec): 3 clusters
  Score: Raw -74045.478588 + Penalty 2138.256644 = -71907.221944
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14269.000000 sec): 2 clusters
  Score: Raw -2926022.556859 + Penalty 1645.388945 = -2924377.167914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14269.060000 sec): 3 clusters
  Score: Raw -2910898.984127 + Penalty 3290.777890 = -2907608.206237
  nChanged 11302
		SP:Iteration 1F (14269.130000 sec): 3 clusters
  Score: Raw -2917469.453153 + Penalty 3290.777890 = -2914178.675263
  nChanged 1715
		SP:Iteration 2F (14269.190000 sec): 3 clusters
  Score: Raw -2918572.258350 + Penalty 3290.777890 = -2915281.480460
  nChanged 2104
		SP:Iteration 3F (14269.260000 sec): 3 clusters
  Score: Raw -2920286.633900 + Penalty 3290.777890 = -2916995.856010
  nChanged 2216
		SP:Iteration 4F (14269.320000 sec): 3 clusters
  Score: Raw -2922384.722220 + Penalty 3290.777890 = -2919093.944330
  nChanged 1872
		SP:Iteration 5F (14269.380000 sec): 3 clusters
  Score: Raw -2924216.409464 + Penalty 3290.777890 = -2920925.631574
  nChanged 1178
		SP:Iteration 6Q (14269.450000 sec): 3 clusters
  Score: Raw -2925242.878331 + Penalty 3290.777890 = -2921952.100441
  nChanged 628
		SP:Iteration 7Q (14269.510000 sec): 3 clusters
  Score: Raw -2925733.757725 + Penalty 3290.777890 = -2922442.979835
  nChanged 332
		SP:Iteration 8Q (14269.580000 sec): 3 clusters
  Score: Raw -2925979.054752 + Penalty 3290.777890 = -2922688.276862
  nChanged 167
		SP:Iteration 9Q (14269.630000 sec): 3 clusters
  Score: Raw -2926081.922205 + Penalty 3290.777890 = -2922791.144315
  nChanged 107
		SP:Iteration 10Q (14269.690000 sec): 3 clusters
  Score: Raw -2926150.256467 + Penalty 3290.777890 = -2922859.478577
  nChanged 72
		SP:Iteration 11Q (14269.740000 sec): 3 clusters
  Score: Raw -2926191.846110 + Penalty 3290.777890 = -2922901.068220
  nChanged 40
		SP:Iteration 12Q (14269.800000 sec): 3 clusters
  Score: Raw -2926211.820856 + Penalty 3290.777890 = -2922921.042966
  nChanged 27
		SP:Iteration 13Q (14269.850000 sec): 3 clusters
  Score: Raw -2926226.719324 + Penalty 3290.777890 = -2922935.941434
  nChanged 17
		SP:Iteration 14Q (14269.900000 sec): 3 clusters
  Score: Raw -2926236.359156 + Penalty 3290.777890 = -2922945.581266
  nChanged 17
		SP:Iteration 15Q (14269.960000 sec): 3 clusters
  Score: Raw -2926248.162251 + Penalty 3290.777890 = -2922957.384361
  nChanged 22
		SP:Iteration 16Q (14270.000000 sec): 3 clusters
  Score: Raw -2926260.647048 + Penalty 3290.777890 = -2922969.869158
  nChanged 11
		SP:Iteration 17Q (14270.060000 sec): 3 clusters
  Score: Raw -2926268.230427 + Penalty 3290.777890 = -2922977.452537
  nChanged 13
		SP:Iteration 18Q (14270.110000 sec): 3 clusters
  Score: Raw -2926275.988644 + Penalty 3290.777890 = -2922985.210754
  nChanged 8
		SP:Iteration 19Q (14270.160000 sec): 3 clusters
  Score: Raw -2926279.703199 + Penalty 3290.777890 = -2922988.925309
  nChanged 9
		SP:Iteration 20F (14270.220000 sec): 3 clusters
  Score: Raw -2926284.643208 + Penalty 3290.777890 = -2922993.865318
  nChanged 3
		SP:Iteration 21Q (14270.270000 sec): 3 clusters
  Score: Raw -2926286.018810 + Penalty 3290.777890 = -2922995.240920
  nChanged 2
		SP:Iteration 22Q (14270.320000 sec): 3 clusters
  Score: Raw -2926287.103885 + Penalty 3290.777890 = -2922996.325995
  nChanged 0
		SP:Iteration 23F (14270.390000 sec): 3 clusters
  Score: Raw -2926287.103885 + Penalty 3290.777890 = -2922996.325995
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14270.420000 sec): 2 clusters
  Score: Raw -917126.986666 + Penalty 1455.992539 = -915670.994127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14270.440000 sec): 3 clusters
  Score: Raw -912863.863462 + Penalty 2911.985077 = -909951.878385
  nChanged 3335
		SP:Iteration 1F (14270.460000 sec): 3 clusters
  Score: Raw -914588.665137 + Penalty 2911.985077 = -911676.680059
  nChanged 522
		SP:Iteration 2F (14270.480000 sec): 3 clusters
  Score: Raw -914836.102147 + Penalty 2911.985077 = -911924.117070
  nChanged 384
		SP:Iteration 3Q (14270.500000 sec): 3 clusters
  Score: Raw -915005.778193 + Penalty 2911.985077 = -912093.793115
  nChanged 339
		SP:Iteration 4Q (14270.520000 sec): 3 clusters
  Score: Raw -915160.240417 + Penalty 2911.985077 = -912248.255339
  nChanged 300
		SP:Iteration 5Q (14270.540000 sec): 3 clusters
  Score: Raw -915303.791664 + Penalty 2911.985077 = -912391.806587
  nChanged 300
		SP:Iteration 6Q (14270.550000 sec): 3 clusters
  Score: Raw -915448.938671 + Penalty 2911.985077 = -912536.953593
  nChanged 312
		SP:Iteration 7Q (14270.570000 sec): 3 clusters
  Score: Raw -915607.777874 + Penalty 2911.985077 = -912695.792797
  nChanged 320
		SP:Iteration 8Q (14270.590000 sec): 3 clusters
  Score: Raw -915771.561229 + Penalty 2911.985077 = -912859.576151
  nChanged 277
		SP:Iteration 9Q (14270.610000 sec): 3 clusters
  Score: Raw -915919.013776 + Penalty 2911.985077 = -913007.028698
  nChanged 271
		SP:Iteration 10Q (14270.630000 sec): 3 clusters
  Score: Raw -916057.171847 + Penalty 2911.985077 = -913145.186770
  nChanged 235
		SP:Iteration 11Q (14270.650000 sec): 3 clusters
  Score: Raw -916177.993351 + Penalty 2911.985077 = -913266.008273
  nChanged 203
		SP:Iteration 12Q (14270.670000 sec): 3 clusters
  Score: Raw -916277.292929 + Penalty 2911.985077 = -913365.307851
  nChanged 185
		SP:Iteration 13Q (14270.690000 sec): 3 clusters
  Score: Raw -916352.105665 + Penalty 2911.985077 = -913440.120587
  nChanged 149
		SP:Iteration 14Q (14270.710000 sec): 3 clusters
  Score: Raw -916418.041839 + Penalty 2911.985077 = -913506.056762
  nChanged 142
		SP:Iteration 15Q (14270.720000 sec): 3 clusters
  Score: Raw -916480.450292 + Penalty 2911.985077 = -913568.465215
  nChanged 142
		SP:Iteration 16Q (14270.740000 sec): 3 clusters
  Score: Raw -916545.855526 + Penalty 2911.985077 = -913633.870449
  nChanged 124
		SP:Iteration 17Q (14270.760000 sec): 3 clusters
  Score: Raw -916606.070078 + Penalty 2911.985077 = -913694.085000
  nChanged 129
		SP:Iteration 18Q (14270.780000 sec): 3 clusters
  Score: Raw -916665.284766 + Penalty 2911.985077 = -913753.299688
  nChanged 111
		SP:Iteration 19Q (14270.800000 sec): 3 clusters
  Score: Raw -916710.034325 + Penalty 2911.985077 = -913798.049248
  nChanged 102
		SP:Iteration 20F (14270.820000 sec): 3 clusters
  Score: Raw -916754.677286 + Penalty 2911.985077 = -913842.692208
  nChanged 95
		SP:Iteration 21Q (14270.840000 sec): 3 clusters
  Score: Raw -916797.445938 + Penalty 2911.985077 = -913885.460861
  nChanged 88
		SP:Iteration 22Q (14270.860000 sec): 3 clusters
  Score: Raw -916838.787097 + Penalty 2911.985077 = -913926.802019
  nChanged 72
		SP:Iteration 23Q (14270.870000 sec): 3 clusters
  Score: Raw -916865.655484 + Penalty 2911.985077 = -913953.670406
  nChanged 80
		SP:Iteration 24Q (14270.890000 sec): 3 clusters
  Score: Raw -916893.528563 + Penalty 2911.985077 = -913981.543486
  nChanged 64
		SP:Iteration 25Q (14270.910000 sec): 3 clusters
  Score: Raw -916918.776835 + Penalty 2911.985077 = -914006.791757
  nChanged 62
		SP:Iteration 26Q (14270.930000 sec): 3 clusters
  Score: Raw -916951.623256 + Penalty 2911.985077 = -914039.638178
  nChanged 59
		SP:Iteration 27Q (14270.940000 sec): 3 clusters
  Score: Raw -916980.221299 + Penalty 2911.985077 = -914068.236221
  nChanged 63
		SP:Iteration 28Q (14270.960000 sec): 3 clusters
  Score: Raw -917008.930568 + Penalty 2911.985077 = -914096.945491
  nChanged 53
		SP:Iteration 29Q (14270.980000 sec): 3 clusters
  Score: Raw -917033.678824 + Penalty 2911.985077 = -914121.693746
  nChanged 48
		SP:Iteration 30Q (14271.000000 sec): 3 clusters
  Score: Raw -917057.139125 + Penalty 2911.985077 = -914145.154047
  nChanged 42
		SP:Iteration 31Q (14271.020000 sec): 3 clusters
  Score: Raw -917074.474536 + Penalty 2911.985077 = -914162.489459
  nChanged 36
		SP:Iteration 32Q (14271.030000 sec): 3 clusters
  Score: Raw -917088.056359 + Penalty 2911.985077 = -914176.071282
  nChanged 26
		SP:Iteration 33Q (14271.050000 sec): 3 clusters
  Score: Raw -917096.373743 + Penalty 2911.985077 = -914184.388666
  nChanged 27
		SP:Iteration 34Q (14271.060000 sec): 3 clusters
  Score: Raw -917104.732719 + Penalty 2911.985077 = -914192.747642
  nChanged 16
		SP:Iteration 35Q (14271.080000 sec): 3 clusters
  Score: Raw -917110.564651 + Penalty 2911.985077 = -914198.579573
  nChanged 20
		SP:Iteration 36Q (14271.100000 sec): 3 clusters
  Score: Raw -917119.373285 + Penalty 2911.985077 = -914207.388208
  nChanged 21
		SP:Iteration 37Q (14271.110000 sec): 3 clusters
  Score: Raw -917126.614902 + Penalty 2911.985077 = -914214.629824
  nChanged 16
		SP:Iteration 38Q (14271.130000 sec): 3 clusters
  Score: Raw -917132.600801 + Penalty 2911.985077 = -914220.615723
  nChanged 11
		SP:Iteration 39Q (14271.150000 sec): 3 clusters
  Score: Raw -917135.304288 + Penalty 2911.985077 = -914223.319210
  nChanged 9
		SP:Iteration 40F (14271.170000 sec): 3 clusters
  Score: Raw -917137.765637 + Penalty 2911.985077 = -914225.780560
  nChanged 11
		SP:Iteration 41Q (14271.180000 sec): 3 clusters
  Score: Raw -917143.068007 + Penalty 2911.985077 = -914231.082930
  nChanged 21
		SP:Iteration 42Q (14271.200000 sec): 3 clusters
  Score: Raw -917151.262591 + Penalty 2911.985077 = -914239.277513
  nChanged 17
		SP:Iteration 43Q (14271.220000 sec): 3 clusters
  Score: Raw -917159.258500 + Penalty 2911.985077 = -914247.273423
  nChanged 17
		SP:Iteration 44Q (14271.230000 sec): 3 clusters
  Score: Raw -917165.599760 + Penalty 2911.985077 = -914253.614683
  nChanged 17
		SP:Iteration 45Q (14271.250000 sec): 3 clusters
  Score: Raw -917172.621165 + Penalty 2911.985077 = -914260.636088
  nChanged 20
		SP:Iteration 46Q (14271.260000 sec): 3 clusters
  Score: Raw -917181.545181 + Penalty 2911.985077 = -914269.560103
  nChanged 22
		SP:Iteration 47Q (14271.280000 sec): 3 clusters
  Score: Raw -917190.246938 + Penalty 2911.985077 = -914278.261861
  nChanged 13
		SP:Iteration 48Q (14271.300000 sec): 3 clusters
  Score: Raw -917194.361211 + Penalty 2911.985077 = -914282.376134
  nChanged 14
		SP:Iteration 49Q (14271.310000 sec): 3 clusters
  Score: Raw -917199.168094 + Penalty 2911.985077 = -914287.183016
  nChanged 11
		SP:Iteration 50Q (14271.330000 sec): 3 clusters
  Score: Raw -917203.282150 + Penalty 2911.985077 = -914291.297072
  nChanged 8
		SP:Iteration 51Q (14271.340000 sec): 3 clusters
  Score: Raw -917206.379816 + Penalty 2911.985077 = -914294.394739
  nChanged 5
		SP:Iteration 52Q (14271.360000 sec): 3 clusters
  Score: Raw -917208.660139 + Penalty 2911.985077 = -914296.675062
  nChanged 10
		SP:Iteration 53Q (14271.380000 sec): 3 clusters
  Score: Raw -917212.030574 + Penalty 2911.985077 = -914300.045497
  nChanged 9
		SP:Iteration 54Q (14271.390000 sec): 3 clusters
  Score: Raw -917216.093688 + Penalty 2911.985077 = -914304.108611
  nChanged 5
		SP:Iteration 55Q (14271.410000 sec): 3 clusters
  Score: Raw -917217.540363 + Penalty 2911.985077 = -914305.555286
  nChanged 2
		SP:Iteration 56Q (14271.420000 sec): 3 clusters
  Score: Raw -917218.096680 + Penalty 2911.985077 = -914306.111602
  nChanged 3
		SP:Iteration 57Q (14271.440000 sec): 3 clusters
  Score: Raw -917219.373891 + Penalty 2911.985077 = -914307.388814
  nChanged 3
		SP:Iteration 58Q (14271.460000 sec): 3 clusters
  Score: Raw -917219.893207 + Penalty 2911.985077 = -914307.908130
  nChanged 1
		SP:Iteration 59Q (14271.470000 sec): 3 clusters
  Score: Raw -917220.479204 + Penalty 2911.985077 = -914308.494126
  nChanged 3
		SP:Iteration 60F (14271.490000 sec): 3 clusters
  Score: Raw -917221.269009 + Penalty 2911.985077 = -914309.283931
  nChanged 2
		SP:Iteration 61Q (14271.500000 sec): 3 clusters
  Score: Raw -917222.500716 + Penalty 2911.985077 = -914310.515639
  nChanged 3
		SP:Iteration 62Q (14271.520000 sec): 3 clusters
  Score: Raw -917223.321681 + Penalty 2911.985077 = -914311.336604
  nChanged 1
		SP:Iteration 63Q (14271.540000 sec): 3 clusters
  Score: Raw -917223.521678 + Penalty 2911.985077 = -914311.536600
  nChanged 1
		SP:Iteration 64Q (14271.550000 sec): 3 clusters
  Score: Raw -917223.912529 + Penalty 2911.985077 = -914311.927451
  nChanged 1
		SP:Iteration 65Q (14271.570000 sec): 3 clusters
  Score: Raw -917224.113135 + Penalty 2911.985077 = -914312.128058
  nChanged 2
		SP:Iteration 66Q (14271.580000 sec): 3 clusters
  Score: Raw -917224.716424 + Penalty 2911.985077 = -914312.731347
  nChanged 2
		SP:Iteration 67Q (14271.600000 sec): 3 clusters
  Score: Raw -917225.683654 + Penalty 2911.985077 = -914313.698576
  nChanged 4
		SP:Iteration 68Q (14271.620000 sec): 3 clusters
  Score: Raw -917228.085501 + Penalty 2911.985077 = -914316.100423
  nChanged 10
		SP:Iteration 69Q (14271.630000 sec): 3 clusters
  Score: Raw -917231.000575 + Penalty 2911.985077 = -914319.015498
  nChanged 10
		SP:Iteration 70Q (14271.650000 sec): 3 clusters
  Score: Raw -917236.293834 + Penalty 2911.985077 = -914324.308756
  nChanged 8
		SP:Iteration 71Q (14271.660000 sec): 3 clusters
  Score: Raw -917240.054241 + Penalty 2911.985077 = -914328.069164
  nChanged 10
		SP:Iteration 72Q (14271.680000 sec): 3 clusters
  Score: Raw -917244.640630 + Penalty 2911.985077 = -914332.655552
  nChanged 12
		SP:Iteration 73Q (14271.700000 sec): 3 clusters
  Score: Raw -917248.174346 + Penalty 2911.985077 = -914336.189269
  nChanged 9
		SP:Iteration 74Q (14271.710000 sec): 3 clusters
  Score: Raw -917251.293268 + Penalty 2911.985077 = -914339.308191
  nChanged 6
		SP:Iteration 75Q (14271.720000 sec): 3 clusters
  Score: Raw -917253.374804 + Penalty 2911.985077 = -914341.389726
  nChanged 5
		SP:Iteration 76Q (14271.740000 sec): 3 clusters
  Score: Raw -917255.055311 + Penalty 2911.985077 = -914343.070234
  nChanged 2
		SP:Iteration 77Q (14271.760000 sec): 3 clusters
  Score: Raw -917255.405933 + Penalty 2911.985077 = -914343.420856
  nChanged 0
		SP:Iteration 78F (14271.780000 sec): 3 clusters
  Score: Raw -917255.405933 + Penalty 2911.985077 = -914343.420856
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14271.790000 sec): 2 clusters
  Score: Raw -458555.505562 + Penalty 1353.921888 = -457201.583674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14271.800000 sec): 3 clusters
  Score: Raw -456477.172988 + Penalty 2707.843776 = -453769.329212
  nChanged 1639
		SP:Iteration 1F (14271.810000 sec): 3 clusters
  Score: Raw -457505.042305 + Penalty 2707.843776 = -454797.198529
  nChanged 368
		SP:Iteration 2F (14271.820000 sec): 3 clusters
  Score: Raw -457715.124033 + Penalty 2707.843776 = -455007.280257
  nChanged 240
		SP:Iteration 3F (14271.840000 sec): 3 clusters
  Score: Raw -457829.768381 + Penalty 2707.843776 = -455121.924605
  nChanged 147
		SP:Iteration 4Q (14271.840000 sec): 3 clusters
  Score: Raw -457911.797914 + Penalty 2707.843776 = -455203.954137
  nChanged 134
		SP:Iteration 5Q (14271.860000 sec): 3 clusters
  Score: Raw -457978.706522 + Penalty 2707.843776 = -455270.862745
  nChanged 117
		SP:Iteration 6Q (14271.860000 sec): 3 clusters
  Score: Raw -458037.965376 + Penalty 2707.843776 = -455330.121600
  nChanged 117
		SP:Iteration 7Q (14271.880000 sec): 3 clusters
  Score: Raw -458103.766080 + Penalty 2707.843776 = -455395.922303
  nChanged 119
		SP:Iteration 8Q (14271.890000 sec): 3 clusters
  Score: Raw -458171.008248 + Penalty 2707.843776 = -455463.164471
  nChanged 93
		SP:Iteration 9Q (14271.900000 sec): 3 clusters
  Score: Raw -458239.556822 + Penalty 2707.843776 = -455531.713045
  nChanged 96
		SP:Iteration 10Q (14271.910000 sec): 3 clusters
  Score: Raw -458306.091559 + Penalty 2707.843776 = -455598.247783
  nChanged 101
		SP:Iteration 11Q (14271.920000 sec): 3 clusters
  Score: Raw -458383.342192 + Penalty 2707.843776 = -455675.498416
  nChanged 92
		SP:Iteration 12Q (14271.930000 sec): 3 clusters
  Score: Raw -458440.846812 + Penalty 2707.843776 = -455733.003035
  nChanged 80
		SP:Iteration 13Q (14271.940000 sec): 3 clusters
  Score: Raw -458476.488668 + Penalty 2707.843776 = -455768.644892
  nChanged 58
		SP:Iteration 14Q (14271.950000 sec): 3 clusters
  Score: Raw -458504.818194 + Penalty 2707.843776 = -455796.974417
  nChanged 58
		SP:Iteration 15Q (14271.960000 sec): 3 clusters
  Score: Raw -458528.194925 + Penalty 2707.843776 = -455820.351149
  nChanged 56
		SP:Iteration 16Q (14271.970000 sec): 3 clusters
  Score: Raw -458553.684004 + Penalty 2707.843776 = -455845.840228
  nChanged 52
		SP:Iteration 17Q (14271.980000 sec): 3 clusters
  Score: Raw -458576.667805 + Penalty 2707.843776 = -455868.824029
  nChanged 49
		SP:Iteration 18Q (14271.990000 sec): 3 clusters
  Score: Raw -458595.563438 + Penalty 2707.843776 = -455887.719662
  nChanged 45
		SP:Iteration 19Q (14272.000000 sec): 3 clusters
  Score: Raw -458614.684333 + Penalty 2707.843776 = -455906.840557
  nChanged 36
		SP:Iteration 20F (14272.010000 sec): 3 clusters
  Score: Raw -458628.810471 + Penalty 2707.843776 = -455920.966694
  nChanged 38
		SP:Iteration 21Q (14272.020000 sec): 3 clusters
  Score: Raw -458646.476433 + Penalty 2707.843776 = -455938.632656
  nChanged 43
		SP:Iteration 22Q (14272.030000 sec): 3 clusters
  Score: Raw -458666.557317 + Penalty 2707.843776 = -455958.713541
  nChanged 55
		SP:Iteration 23Q (14272.040000 sec): 3 clusters
  Score: Raw -458688.332590 + Penalty 2707.843776 = -455980.488813
  nChanged 46
		SP:Iteration 24Q (14272.050000 sec): 3 clusters
  Score: Raw -458705.033458 + Penalty 2707.843776 = -455997.189682
  nChanged 39
		SP:Iteration 25Q (14272.060000 sec): 3 clusters
  Score: Raw -458717.789000 + Penalty 2707.843776 = -456009.945224
  nChanged 38
		SP:Iteration 26Q (14272.070000 sec): 3 clusters
  Score: Raw -458731.529849 + Penalty 2707.843776 = -456023.686072
  nChanged 35
		SP:Iteration 27Q (14272.080000 sec): 3 clusters
  Score: Raw -458741.258757 + Penalty 2707.843776 = -456033.414981
  nChanged 27
		SP:Iteration 28Q (14272.090000 sec): 3 clusters
  Score: Raw -458750.264759 + Penalty 2707.843776 = -456042.420983
  nChanged 28
		SP:Iteration 29Q (14272.100000 sec): 3 clusters
  Score: Raw -458759.909915 + Penalty 2707.843776 = -456052.066138
  nChanged 37
		SP:Iteration 30Q (14272.110000 sec): 3 clusters
  Score: Raw -458773.344031 + Penalty 2707.843776 = -456065.500255
  nChanged 32
		SP:Iteration 31Q (14272.120000 sec): 3 clusters
  Score: Raw -458785.022900 + Penalty 2707.843776 = -456077.179123
  nChanged 33
		SP:Iteration 32Q (14272.120000 sec): 3 clusters
  Score: Raw -458796.027660 + Penalty 2707.843776 = -456088.183884
  nChanged 23
		SP:Iteration 33Q (14272.140000 sec): 3 clusters
  Score: Raw -458803.644909 + Penalty 2707.843776 = -456095.801133
  nChanged 28
		SP:Iteration 34Q (14272.140000 sec): 3 clusters
  Score: Raw -458814.186079 + Penalty 2707.843776 = -456106.342302
  nChanged 23
		SP:Iteration 35Q (14272.160000 sec): 3 clusters
  Score: Raw -458820.837269 + Penalty 2707.843776 = -456112.993492
  nChanged 14
		SP:Iteration 36Q (14272.160000 sec): 3 clusters
  Score: Raw -458824.792466 + Penalty 2707.843776 = -456116.948689
  nChanged 10
		SP:Iteration 37Q (14272.180000 sec): 3 clusters
  Score: Raw -458827.944571 + Penalty 2707.843776 = -456120.100794
  nChanged 10
		SP:Iteration 38Q (14272.180000 sec): 3 clusters
  Score: Raw -458831.074206 + Penalty 2707.843776 = -456123.230430
  nChanged 13
		SP:Iteration 39Q (14272.200000 sec): 3 clusters
  Score: Raw -458834.808274 + Penalty 2707.843776 = -456126.964498
  nChanged 13
		SP:Iteration 40F (14272.200000 sec): 3 clusters
  Score: Raw -458838.350777 + Penalty 2707.843776 = -456130.507001
  nChanged 15
		SP:Iteration 41Q (14272.220000 sec): 3 clusters
  Score: Raw -458841.444707 + Penalty 2707.843776 = -456133.600930
  nChanged 13
		SP:Iteration 42Q (14272.220000 sec): 3 clusters
  Score: Raw -458844.023554 + Penalty 2707.843776 = -456136.179778
  nChanged 7
		SP:Iteration 43Q (14272.240000 sec): 3 clusters
  Score: Raw -458845.329796 + Penalty 2707.843776 = -456137.486020
  nChanged 9
		SP:Iteration 44Q (14272.240000 sec): 3 clusters
  Score: Raw -458847.859415 + Penalty 2707.843776 = -456140.015638
  nChanged 8
		SP:Iteration 45Q (14272.250000 sec): 3 clusters
  Score: Raw -458849.936482 + Penalty 2707.843776 = -456142.092706
  nChanged 7
		SP:Iteration 46Q (14272.260000 sec): 3 clusters
  Score: Raw -458851.374467 + Penalty 2707.843776 = -456143.530690
  nChanged 3
		SP:Iteration 47Q (14272.270000 sec): 3 clusters
  Score: Raw -458852.016764 + Penalty 2707.843776 = -456144.172988
  nChanged 4
		SP:Iteration 48Q (14272.280000 sec): 3 clusters
  Score: Raw -458852.827024 + Penalty 2707.843776 = -456144.983247
  nChanged 3
		SP:Iteration 49Q (14272.290000 sec): 3 clusters
  Score: Raw -458853.281045 + Penalty 2707.843776 = -456145.437269
  nChanged 3
		SP:Iteration 50Q (14272.300000 sec): 3 clusters
  Score: Raw -458853.809609 + Penalty 2707.843776 = -456145.965833
  nChanged 4
		SP:Iteration 51Q (14272.310000 sec): 3 clusters
  Score: Raw -458855.080756 + Penalty 2707.843776 = -456147.236979
  nChanged 3
		SP:Iteration 52Q (14272.320000 sec): 3 clusters
  Score: Raw -458855.755193 + Penalty 2707.843776 = -456147.911416
  nChanged 2
		SP:Iteration 53Q (14272.330000 sec): 3 clusters
  Score: Raw -458856.030227 + Penalty 2707.843776 = -456148.186451
  nChanged 1
		SP:Iteration 54Q (14272.340000 sec): 3 clusters
  Score: Raw -458856.190694 + Penalty 2707.843776 = -456148.346918
  nChanged 1
		SP:Iteration 55Q (14272.350000 sec): 3 clusters
  Score: Raw -458856.346564 + Penalty 2707.843776 = -456148.502788
  nChanged 1
		SP:Iteration 56Q (14272.360000 sec): 3 clusters
  Score: Raw -458856.401179 + Penalty 2707.843776 = -456148.557402
  nChanged 0
		SP:Iteration 57F (14272.370000 sec): 3 clusters
  Score: Raw -458856.401179 + Penalty 2707.843776 = -456148.557402
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14272.380000 sec): 2 clusters
  Score: Raw -146695.118548 + Penalty 1170.674260 = -145524.444288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14272.380000 sec): 3 clusters
  Score: Raw -146206.224154 + Penalty 2341.348520 = -143864.875634
  nChanged 450
		SP:Iteration 1F (14272.390000 sec): 3 clusters
  Score: Raw -146577.374958 + Penalty 2341.348520 = -144236.026439
  nChanged 127
		SP:Iteration 2F (14272.390000 sec): 3 clusters
  Score: Raw -146827.628156 + Penalty 2341.348520 = -144486.279637
  nChanged 102
		SP:Iteration 3F (14272.390000 sec): 3 clusters
  Score: Raw -146948.855363 + Penalty 2341.348520 = -144607.506843
  nChanged 73
		SP:Iteration 4F (14272.400000 sec): 3 clusters
  Score: Raw -147032.581465 + Penalty 2341.348520 = -144691.232945
  nChanged 57
		SP:Iteration 5Q (14272.400000 sec): 3 clusters
  Score: Raw -147099.004808 + Penalty 2341.348520 = -144757.656288
  nChanged 52
		SP:Iteration 6Q (14272.400000 sec): 3 clusters
  Score: Raw -147155.947584 + Penalty 2341.348520 = -144814.599065
  nChanged 31
		SP:Iteration 7Q (14272.410000 sec): 3 clusters
  Score: Raw -147187.302733 + Penalty 2341.348520 = -144845.954213
  nChanged 27
		SP:Iteration 8Q (14272.410000 sec): 3 clusters
  Score: Raw -147216.522142 + Penalty 2341.348520 = -144875.173622
  nChanged 20
		SP:Iteration 9Q (14272.410000 sec): 3 clusters
  Score: Raw -147246.044492 + Penalty 2341.348520 = -144904.695972
  nChanged 17
		SP:Iteration 10Q (14272.420000 sec): 3 clusters
  Score: Raw -147262.691597 + Penalty 2341.348520 = -144921.343077
  nChanged 12
		SP:Iteration 11Q (14272.420000 sec): 3 clusters
  Score: Raw -147284.675604 + Penalty 2341.348520 = -144943.327084
  nChanged 12
		SP:Iteration 12Q (14272.420000 sec): 3 clusters
  Score: Raw -147298.962038 + Penalty 2341.348520 = -144957.613518
  nChanged 9
		SP:Iteration 13Q (14272.420000 sec): 3 clusters
  Score: Raw -147309.106719 + Penalty 2341.348520 = -144967.758199
  nChanged 9
		SP:Iteration 14Q (14272.430000 sec): 3 clusters
  Score: Raw -147320.782979 + Penalty 2341.348520 = -144979.434459
  nChanged 6
		SP:Iteration 15Q (14272.430000 sec): 3 clusters
  Score: Raw -147328.428540 + Penalty 2341.348520 = -144987.080020
  nChanged 4
		SP:Iteration 16Q (14272.430000 sec): 3 clusters
  Score: Raw -147332.454829 + Penalty 2341.348520 = -144991.106309
  nChanged 2
		SP:Iteration 17Q (14272.440000 sec): 3 clusters
  Score: Raw -147334.901574 + Penalty 2341.348520 = -144993.553054
  nChanged 3
		SP:Iteration 18Q (14272.440000 sec): 3 clusters
  Score: Raw -147337.566300 + Penalty 2341.348520 = -144996.217780
  nChanged 4
		SP:Iteration 19Q (14272.440000 sec): 3 clusters
  Score: Raw -147342.458556 + Penalty 2341.348520 = -145001.110036
  nChanged 4
		SP:Iteration 20F (14272.450000 sec): 3 clusters
  Score: Raw -147345.451628 + Penalty 2341.348520 = -145004.103108
  nChanged 3
		SP:Iteration 21Q (14272.450000 sec): 3 clusters
  Score: Raw -147350.053468 + Penalty 2341.348520 = -145008.704948
  nChanged 3
		SP:Iteration 22Q (14272.450000 sec): 3 clusters
  Score: Raw -147354.291216 + Penalty 2341.348520 = -145012.942696
  nChanged 0
		SP:Iteration 23F (14272.460000 sec): 3 clusters
  Score: Raw -147354.291216 + Penalty 2341.348520 = -145012.942696
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14272.460000 sec): 2 clusters
  Score: Raw -134273.027933 + Penalty 1156.414048 = -133116.613885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14272.470000 sec): 3 clusters
  Score: Raw -133869.435461 + Penalty 2312.828097 = -131556.607364
  nChanged 380
		SP:Iteration 1F (14272.470000 sec): 3 clusters
  Score: Raw -134177.008987 + Penalty 2312.828097 = -131864.180890
  nChanged 80
		SP:Iteration 2F (14272.470000 sec): 3 clusters
  Score: Raw -134251.241188 + Penalty 2312.828097 = -131938.413091
  nChanged 51
		SP:Iteration 3Q (14272.480000 sec): 3 clusters
  Score: Raw -134289.977635 + Penalty 2312.828097 = -131977.149538
  nChanged 26
		SP:Iteration 4Q (14272.480000 sec): 3 clusters
  Score: Raw -134304.186574 + Penalty 2312.828097 = -131991.358477
  nChanged 19
		SP:Iteration 5Q (14272.480000 sec): 3 clusters
  Score: Raw -134314.641487 + Penalty 2312.828097 = -132001.813390
  nChanged 9
		SP:Iteration 6Q (14272.480000 sec): 3 clusters
  Score: Raw -134318.741866 + Penalty 2312.828097 = -132005.913769
  nChanged 5
		SP:Iteration 7Q (14272.490000 sec): 3 clusters
  Score: Raw -134321.122836 + Penalty 2312.828097 = -132008.294740
  nChanged 7
		SP:Iteration 8Q (14272.490000 sec): 3 clusters
  Score: Raw -134324.341941 + Penalty 2312.828097 = -132011.513844
  nChanged 5
		SP:Iteration 9Q (14272.490000 sec): 3 clusters
  Score: Raw -134326.684458 + Penalty 2312.828097 = -132013.856361
  nChanged 6
		SP:Iteration 10Q (14272.500000 sec): 3 clusters
  Score: Raw -134329.159709 + Penalty 2312.828097 = -132016.331612
  nChanged 4
		SP:Iteration 11Q (14272.500000 sec): 3 clusters
  Score: Raw -134331.127399 + Penalty 2312.828097 = -132018.299302
  nChanged 6
		SP:Iteration 12Q (14272.500000 sec): 3 clusters
  Score: Raw -134335.375758 + Penalty 2312.828097 = -132022.547661
  nChanged 4
		SP:Iteration 13Q (14272.510000 sec): 3 clusters
  Score: Raw -134338.124301 + Penalty 2312.828097 = -132025.296204
  nChanged 6
		SP:Iteration 14Q (14272.510000 sec): 3 clusters
  Score: Raw -134342.208265 + Penalty 2312.828097 = -132029.380169
  nChanged 10
		SP:Iteration 15Q (14272.510000 sec): 3 clusters
  Score: Raw -134348.803732 + Penalty 2312.828097 = -132035.975635
  nChanged 8
		SP:Iteration 16Q (14272.520000 sec): 3 clusters
  Score: Raw -134352.970695 + Penalty 2312.828097 = -132040.142598
  nChanged 3
		SP:Iteration 17Q (14272.520000 sec): 3 clusters
  Score: Raw -134354.680107 + Penalty 2312.828097 = -132041.852010
  nChanged 2
		SP:Iteration 18Q (14272.520000 sec): 3 clusters
  Score: Raw -134356.634162 + Penalty 2312.828097 = -132043.806065
  nChanged 7
		SP:Iteration 19Q (14272.520000 sec): 3 clusters
  Score: Raw -134360.532984 + Penalty 2312.828097 = -132047.704887
  nChanged 4
		SP:Iteration 20F (14272.530000 sec): 3 clusters
  Score: Raw -134362.986339 + Penalty 2312.828097 = -132050.158242
  nChanged 7
		SP:Iteration 21Q (14272.530000 sec): 3 clusters
  Score: Raw -134367.089910 + Penalty 2312.828097 = -132054.261814
  nChanged 8
		SP:Iteration 22Q (14272.530000 sec): 3 clusters
  Score: Raw -134372.871390 + Penalty 2312.828097 = -132060.043293
  nChanged 7
		SP:Iteration 23Q (14272.540000 sec): 3 clusters
  Score: Raw -134377.939840 + Penalty 2312.828097 = -132065.111743
  nChanged 7
		SP:Iteration 24Q (14272.540000 sec): 3 clusters
  Score: Raw -134383.259455 + Penalty 2312.828097 = -132070.431358
  nChanged 5
		SP:Iteration 25Q (14272.540000 sec): 3 clusters
  Score: Raw -134388.457856 + Penalty 2312.828097 = -132075.629759
  nChanged 10
		SP:Iteration 26Q (14272.540000 sec): 3 clusters
  Score: Raw -134395.818354 + Penalty 2312.828097 = -132082.990258
  nChanged 7
		SP:Iteration 27Q (14272.550000 sec): 3 clusters
  Score: Raw -134401.850917 + Penalty 2312.828097 = -132089.022820
  nChanged 3
		SP:Iteration 28Q (14272.550000 sec): 3 clusters
  Score: Raw -134403.581612 + Penalty 2312.828097 = -132090.753515
  nChanged 4
		SP:Iteration 29Q (14272.560000 sec): 3 clusters
  Score: Raw -134405.851432 + Penalty 2312.828097 = -132093.023335
  nChanged 2
		SP:Iteration 30Q (14272.560000 sec): 3 clusters
  Score: Raw -134407.345520 + Penalty 2312.828097 = -132094.517423
  nChanged 4
		SP:Iteration 31Q (14272.560000 sec): 3 clusters
  Score: Raw -134411.171931 + Penalty 2312.828097 = -132098.343834
  nChanged 5
		SP:Iteration 32Q (14272.560000 sec): 3 clusters
  Score: Raw -134414.289541 + Penalty 2312.828097 = -132101.461444
  nChanged 3
		SP:Iteration 33Q (14272.570000 sec): 3 clusters
  Score: Raw -134415.641195 + Penalty 2312.828097 = -132102.813098
  nChanged 2
		SP:Iteration 34Q (14272.570000 sec): 3 clusters
  Score: Raw -134416.048839 + Penalty 2312.828097 = -132103.220742
  nChanged 0
		SP:Iteration 35F (14272.570000 sec): 3 clusters
  Score: Raw -134416.048839 + Penalty 2312.828097 = -132103.220742
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14272.580000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14272.580000 sec): 3 clusters
  Score: Raw -26387.777123 + Penalty 1783.904761 = -24603.872362
  nChanged 40
		SP:Iteration 1F (14272.580000 sec): 3 clusters
  Score: Raw -26500.263854 + Penalty 1783.904761 = -24716.359093
  nChanged 17
		SP:Iteration 2F (14272.580000 sec): 3 clusters
  Score: Raw -26568.345665 + Penalty 1783.904761 = -24784.440904
  nChanged 12
		SP:Iteration 3Q (14272.580000 sec): 3 clusters
  Score: Raw -26618.271838 + Penalty 1783.904761 = -24834.367077
  nChanged 9
		SP:Iteration 4Q (14272.580000 sec): 3 clusters
  Score: Raw -26656.303370 + Penalty 1783.904761 = -24872.398609
  nChanged 4
		SP:Iteration 5Q (14272.580000 sec): 3 clusters
  Score: Raw -26694.055356 + Penalty 1783.904761 = -24910.150595
  nChanged 3
		SP:Iteration 6Q (14272.580000 sec): 3 clusters
  Score: Raw -26705.722032 + Penalty 1783.904761 = -24921.817271
  nChanged 1
		SP:Iteration 7Q (14272.580000 sec): 3 clusters
  Score: Raw -26714.238293 + Penalty 1783.904761 = -24930.333532
  nChanged 0
		SP:Iteration 8F (14272.580000 sec): 3 clusters
  Score: Raw -26714.238293 + Penalty 1783.904761 = -24930.333532
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (35890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14272.700000 sec): 2 clusters
  Score: Raw -3858445.045294 + Penalty 1704.334772 = -3856740.710521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14272.790000 sec): 3 clusters
  Score: Raw -3835843.596184 + Penalty 3408.669545 = -3832434.926640
  nChanged 16725
		SP:Iteration 1F (14272.890000 sec): 3 clusters
  Score: Raw -3845535.589282 + Penalty 3408.669545 = -3842126.919737
  nChanged 1806
		SP:Iteration 2F (14272.980000 sec): 3 clusters
  Score: Raw -3846327.469543 + Penalty 3408.669545 = -3842918.799999
  nChanged 1945
		SP:Iteration 3F (14273.080000 sec): 3 clusters
  Score: Raw -3847307.190934 + Penalty 3408.669545 = -3843898.521389
  nChanged 2069
		SP:Iteration 4F (14273.170000 sec): 3 clusters
  Score: Raw -3848462.270142 + Penalty 3408.669545 = -3845053.600597
  nChanged 2144
		SP:Iteration 5F (14273.260000 sec): 3 clusters
  Score: Raw -3849687.584617 + Penalty 3408.669545 = -3846278.915072
  nChanged 2014
		SP:Iteration 6F (14273.360000 sec): 3 clusters
  Score: Raw -3850769.055634 + Penalty 3408.669545 = -3847360.386089
  nChanged 1805
		SP:Iteration 7F (14273.450000 sec): 3 clusters
  Score: Raw -3851607.956729 + Penalty 3408.669545 = -3848199.287184
  nChanged 1477
		SP:Iteration 8Q (14273.550000 sec): 3 clusters
  Score: Raw -3852197.150722 + Penalty 3408.669545 = -3848788.481177
  nChanged 1255
		SP:Iteration 9Q (14273.640000 sec): 3 clusters
  Score: Raw -3852653.215786 + Penalty 3408.669545 = -3849244.546241
  nChanged 1090
		SP:Iteration 10Q (14273.740000 sec): 3 clusters
  Score: Raw -3853023.396056 + Penalty 3408.669545 = -3849614.726511
  nChanged 964
		SP:Iteration 11Q (14273.830000 sec): 3 clusters
  Score: Raw -3853366.510079 + Penalty 3408.669545 = -3849957.840534
  nChanged 936
		SP:Iteration 12Q (14273.930000 sec): 3 clusters
  Score: Raw -3853739.140959 + Penalty 3408.669545 = -3850330.471414
  nChanged 946
		SP:Iteration 13Q (14274.020000 sec): 3 clusters
  Score: Raw -3854163.044762 + Penalty 3408.669545 = -3850754.375217
  nChanged 954
		SP:Iteration 14Q (14274.120000 sec): 3 clusters
  Score: Raw -3854672.638468 + Penalty 3408.669545 = -3851263.968923
  nChanged 1023
		SP:Iteration 15Q (14274.210000 sec): 3 clusters
  Score: Raw -3855282.437182 + Penalty 3408.669545 = -3851873.767637
  nChanged 996
		SP:Iteration 16Q (14274.300000 sec): 3 clusters
  Score: Raw -3855831.031733 + Penalty 3408.669545 = -3852422.362188
  nChanged 872
		SP:Iteration 17Q (14274.390000 sec): 3 clusters
  Score: Raw -3856274.904266 + Penalty 3408.669545 = -3852866.234721
  nChanged 752
		SP:Iteration 18Q (14274.480000 sec): 3 clusters
  Score: Raw -3856608.063752 + Penalty 3408.669545 = -3853199.394207
  nChanged 626
		SP:Iteration 19Q (14274.560000 sec): 3 clusters
  Score: Raw -3856848.858557 + Penalty 3408.669545 = -3853440.189013
  nChanged 537
		SP:Iteration 20F (14274.660000 sec): 3 clusters
  Score: Raw -3857046.581378 + Penalty 3408.669545 = -3853637.911833
  nChanged 512
		SP:Iteration 21Q (14274.740000 sec): 3 clusters
  Score: Raw -3857217.064427 + Penalty 3408.669545 = -3853808.394882
  nChanged 479
		SP:Iteration 22Q (14274.830000 sec): 3 clusters
  Score: Raw -3857392.383033 + Penalty 3408.669545 = -3853983.713488
  nChanged 478
		SP:Iteration 23Q (14274.910000 sec): 3 clusters
  Score: Raw -3857571.686305 + Penalty 3408.669545 = -3854163.016760
  nChanged 437
		SP:Iteration 24Q (14274.990000 sec): 3 clusters
  Score: Raw -3857735.814568 + Penalty 3408.669545 = -3854327.145023
  nChanged 406
		SP:Iteration 25Q (14275.080000 sec): 3 clusters
  Score: Raw -3857879.071497 + Penalty 3408.669545 = -3854470.401952
  nChanged 385
		SP:Iteration 26Q (14275.160000 sec): 3 clusters
  Score: Raw -3858018.748669 + Penalty 3408.669545 = -3854610.079124
  nChanged 378
		SP:Iteration 27Q (14275.240000 sec): 3 clusters
  Score: Raw -3858169.702539 + Penalty 3408.669545 = -3854761.032994
  nChanged 373
		SP:Iteration 28Q (14275.320000 sec): 3 clusters
  Score: Raw -3858312.567207 + Penalty 3408.669545 = -3854903.897662
  nChanged 347
		SP:Iteration 29Q (14275.400000 sec): 3 clusters
  Score: Raw -3858441.064515 + Penalty 3408.669545 = -3855032.394970
  nChanged 334
		SP:Iteration 30Q (14275.480000 sec): 3 clusters
  Score: Raw -3858563.213739 + Penalty 3408.669545 = -3855154.544194
  nChanged 286
		SP:Iteration 31Q (14275.550000 sec): 3 clusters
  Score: Raw -3858673.553799 + Penalty 3408.669545 = -3855264.884255
  nChanged 273
		SP:Iteration 32Q (14275.630000 sec): 3 clusters
  Score: Raw -3858771.276395 + Penalty 3408.669545 = -3855362.606850
  nChanged 232
		SP:Iteration 33Q (14275.700000 sec): 3 clusters
  Score: Raw -3858852.453488 + Penalty 3408.669545 = -3855443.783943
  nChanged 202
		SP:Iteration 34Q (14275.780000 sec): 3 clusters
  Score: Raw -3858925.409078 + Penalty 3408.669545 = -3855516.739533
  nChanged 174
		SP:Iteration 35Q (14275.860000 sec): 3 clusters
  Score: Raw -3858990.271818 + Penalty 3408.669545 = -3855581.602273
  nChanged 153
		SP:Iteration 36Q (14275.930000 sec): 3 clusters
  Score: Raw -3859044.638595 + Penalty 3408.669545 = -3855635.969050
  nChanged 127
		SP:Iteration 37Q (14276.000000 sec): 3 clusters
  Score: Raw -3859082.446002 + Penalty 3408.669545 = -3855673.776457
  nChanged 111
		SP:Iteration 38Q (14276.080000 sec): 3 clusters
  Score: Raw -3859113.330853 + Penalty 3408.669545 = -3855704.661309
  nChanged 102
		SP:Iteration 39Q (14276.150000 sec): 3 clusters
  Score: Raw -3859138.297412 + Penalty 3408.669545 = -3855729.627868
  nChanged 84
		SP:Iteration 40F (14276.240000 sec): 3 clusters
  Score: Raw -3859159.818244 + Penalty 3408.669545 = -3855751.148699
  nChanged 69
		SP:Iteration 41Q (14276.320000 sec): 3 clusters
  Score: Raw -3859177.930366 + Penalty 3408.669545 = -3855769.260821
  nChanged 58
		SP:Iteration 42Q (14276.390000 sec): 3 clusters
  Score: Raw -3859192.367339 + Penalty 3408.669545 = -3855783.697794
  nChanged 46
		SP:Iteration 43Q (14276.460000 sec): 3 clusters
  Score: Raw -3859201.607877 + Penalty 3408.669545 = -3855792.938332
  nChanged 33
		SP:Iteration 44Q (14276.530000 sec): 3 clusters
  Score: Raw -3859208.992830 + Penalty 3408.669545 = -3855800.323285
  nChanged 35
		SP:Iteration 45Q (14276.610000 sec): 3 clusters
  Score: Raw -3859218.893441 + Penalty 3408.669545 = -3855810.223896
  nChanged 38
		SP:Iteration 46Q (14276.680000 sec): 3 clusters
  Score: Raw -3859226.940370 + Penalty 3408.669545 = -3855818.270826
  nChanged 30
		SP:Iteration 47Q (14276.760000 sec): 3 clusters
  Score: Raw -3859235.963594 + Penalty 3408.669545 = -3855827.294049
  nChanged 29
		SP:Iteration 48Q (14276.830000 sec): 3 clusters
  Score: Raw -3859244.211596 + Penalty 3408.669545 = -3855835.542051
  nChanged 26
		SP:Iteration 49Q (14276.910000 sec): 3 clusters
  Score: Raw -3859249.480791 + Penalty 3408.669545 = -3855840.811247
  nChanged 24
		SP:Iteration 50Q (14276.980000 sec): 3 clusters
  Score: Raw -3859254.380995 + Penalty 3408.669545 = -3855845.711450
  nChanged 18
		SP:Iteration 51Q (14277.060000 sec): 3 clusters
  Score: Raw -3859258.245813 + Penalty 3408.669545 = -3855849.576268
  nChanged 22
		SP:Iteration 52Q (14277.130000 sec): 3 clusters
  Score: Raw -3859262.580288 + Penalty 3408.669545 = -3855853.910743
  nChanged 24
		SP:Iteration 53Q (14277.200000 sec): 3 clusters
  Score: Raw -3859268.564030 + Penalty 3408.669545 = -3855859.894485
  nChanged 29
		SP:Iteration 54Q (14277.270000 sec): 3 clusters
  Score: Raw -3859275.329571 + Penalty 3408.669545 = -3855866.660026
  nChanged 21
		SP:Iteration 55Q (14277.350000 sec): 3 clusters
  Score: Raw -3859279.041786 + Penalty 3408.669545 = -3855870.372242
  nChanged 16
		SP:Iteration 56Q (14277.420000 sec): 3 clusters
  Score: Raw -3859282.658684 + Penalty 3408.669545 = -3855873.989139
  nChanged 20
		SP:Iteration 57Q (14277.490000 sec): 3 clusters
  Score: Raw -3859287.510257 + Penalty 3408.669545 = -3855878.840712
  nChanged 19
		SP:Iteration 58Q (14277.560000 sec): 3 clusters
  Score: Raw -3859291.492704 + Penalty 3408.669545 = -3855882.823160
  nChanged 14
		SP:Iteration 59Q (14277.630000 sec): 3 clusters
  Score: Raw -3859294.821484 + Penalty 3408.669545 = -3855886.151940
  nChanged 16
		SP:Iteration 60F (14277.720000 sec): 3 clusters
  Score: Raw -3859297.776253 + Penalty 3408.669545 = -3855889.106708
  nChanged 7
		SP:Iteration 61Q (14277.800000 sec): 3 clusters
  Score: Raw -3859299.023349 + Penalty 3408.669545 = -3855890.353804
  nChanged 10
		SP:Iteration 62Q (14277.860000 sec): 3 clusters
  Score: Raw -3859300.994742 + Penalty 3408.669545 = -3855892.325197
  nChanged 8
		SP:Iteration 63Q (14277.940000 sec): 3 clusters
  Score: Raw -3859302.517628 + Penalty 3408.669545 = -3855893.848083
  nChanged 8
		SP:Iteration 64Q (14278.000000 sec): 3 clusters
  Score: Raw -3859303.867622 + Penalty 3408.669545 = -3855895.198077
  nChanged 11
		SP:Iteration 65Q (14278.080000 sec): 3 clusters
  Score: Raw -3859305.609560 + Penalty 3408.669545 = -3855896.940015
  nChanged 8
		SP:Iteration 66Q (14278.140000 sec): 3 clusters
  Score: Raw -3859307.285459 + Penalty 3408.669545 = -3855898.615914
  nChanged 11
		SP:Iteration 67Q (14278.220000 sec): 3 clusters
  Score: Raw -3859309.756247 + Penalty 3408.669545 = -3855901.086702
  nChanged 7
		SP:Iteration 68Q (14278.280000 sec): 3 clusters
  Score: Raw -3859310.781604 + Penalty 3408.669545 = -3855902.112059
  nChanged 3
		SP:Iteration 69Q (14278.360000 sec): 3 clusters
  Score: Raw -3859311.369513 + Penalty 3408.669545 = -3855902.699968
  nChanged 2
		SP:Iteration 70Q (14278.420000 sec): 3 clusters
  Score: Raw -3859311.831405 + Penalty 3408.669545 = -3855903.161861
  nChanged 4
		SP:Iteration 71Q (14278.500000 sec): 3 clusters
  Score: Raw -3859312.322907 + Penalty 3408.669545 = -3855903.653362
  nChanged 3
		SP:Iteration 72Q (14278.570000 sec): 3 clusters
  Score: Raw -3859312.743817 + Penalty 3408.669545 = -3855904.074272
  nChanged 2
		SP:Iteration 73Q (14278.640000 sec): 3 clusters
  Score: Raw -3859312.947187 + Penalty 3408.669545 = -3855904.277643
  nChanged 1
		SP:Iteration 74Q (14278.710000 sec): 3 clusters
  Score: Raw -3859313.127534 + Penalty 3408.669545 = -3855904.457989
  nChanged 1
		SP:Iteration 75Q (14278.780000 sec): 3 clusters
  Score: Raw -3859313.476411 + Penalty 3408.669545 = -3855904.806866
  nChanged 1
		SP:Iteration 76Q (14278.850000 sec): 3 clusters
  Score: Raw -3859313.607205 + Penalty 3408.669545 = -3855904.937660
  nChanged 1
		SP:Iteration 77Q (14278.920000 sec): 3 clusters
  Score: Raw -3859313.820060 + Penalty 3408.669545 = -3855905.150515
  nChanged 1
		SP:Iteration 78Q (14278.990000 sec): 3 clusters
  Score: Raw -3859314.020265 + Penalty 3408.669545 = -3855905.350720
  nChanged 2
		SP:Iteration 79Q (14279.060000 sec): 3 clusters
  Score: Raw -3859314.232104 + Penalty 3408.669545 = -3855905.562559
  nChanged 0
		SP:Iteration 80F (14279.160000 sec): 3 clusters
  Score: Raw -3859314.232104 + Penalty 3408.669545 = -3855905.562559
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14279.190000 sec): 2 clusters
  Score: Raw -498847.139856 + Penalty 1360.289236 = -497486.850620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14279.200000 sec): 3 clusters
  Score: Raw -496657.284490 + Penalty 2720.578471 = -493936.706019
  nChanged 1726
		SP:Iteration 1F (14279.210000 sec): 3 clusters
  Score: Raw -497625.382666 + Penalty 2720.578471 = -494904.804195
  nChanged 306
		SP:Iteration 2F (14279.220000 sec): 3 clusters
  Score: Raw -497784.937806 + Penalty 2720.578471 = -495064.359335
  nChanged 217
		SP:Iteration 3F (14279.230000 sec): 3 clusters
  Score: Raw -497883.874319 + Penalty 2720.578471 = -495163.295847
  nChanged 150
		SP:Iteration 4Q (14279.240000 sec): 3 clusters
  Score: Raw -497958.626741 + Penalty 2720.578471 = -495238.048269
  nChanged 129
		SP:Iteration 5Q (14279.250000 sec): 3 clusters
  Score: Raw -498032.819935 + Penalty 2720.578471 = -495312.241464
  nChanged 150
		SP:Iteration 6Q (14279.260000 sec): 3 clusters
  Score: Raw -498129.869936 + Penalty 2720.578471 = -495409.291465
  nChanged 152
		SP:Iteration 7Q (14279.270000 sec): 3 clusters
  Score: Raw -498226.960048 + Penalty 2720.578471 = -495506.381576
  nChanged 148
		SP:Iteration 8Q (14279.280000 sec): 3 clusters
  Score: Raw -498310.994689 + Penalty 2720.578471 = -495590.416217
  nChanged 123
		SP:Iteration 9Q (14279.290000 sec): 3 clusters
  Score: Raw -498364.948845 + Penalty 2720.578471 = -495644.370374
  nChanged 110
		SP:Iteration 10Q (14279.300000 sec): 3 clusters
  Score: Raw -498419.849797 + Penalty 2720.578471 = -495699.271326
  nChanged 89
		SP:Iteration 11Q (14279.320000 sec): 3 clusters
  Score: Raw -498461.075860 + Penalty 2720.578471 = -495740.497389
  nChanged 96
		SP:Iteration 12Q (14279.320000 sec): 3 clusters
  Score: Raw -498512.436740 + Penalty 2720.578471 = -495791.858269
  nChanged 95
		SP:Iteration 13Q (14279.340000 sec): 3 clusters
  Score: Raw -498563.921142 + Penalty 2720.578471 = -495843.342671
  nChanged 95
		SP:Iteration 14Q (14279.350000 sec): 3 clusters
  Score: Raw -498614.606494 + Penalty 2720.578471 = -495894.028023
  nChanged 88
		SP:Iteration 15Q (14279.360000 sec): 3 clusters
  Score: Raw -498656.570046 + Penalty 2720.578471 = -495935.991575
  nChanged 85
		SP:Iteration 16Q (14279.370000 sec): 3 clusters
  Score: Raw -498690.877727 + Penalty 2720.578471 = -495970.299255
  nChanged 66
		SP:Iteration 17Q (14279.380000 sec): 3 clusters
  Score: Raw -498725.344039 + Penalty 2720.578471 = -496004.765567
  nChanged 78
		SP:Iteration 18Q (14279.390000 sec): 3 clusters
  Score: Raw -498777.336859 + Penalty 2720.578471 = -496056.758388
  nChanged 86
		SP:Iteration 19Q (14279.400000 sec): 3 clusters
  Score: Raw -498834.928378 + Penalty 2720.578471 = -496114.349907
  nChanged 84
		SP:Iteration 20F (14279.410000 sec): 3 clusters
  Score: Raw -498885.194017 + Penalty 2720.578471 = -496164.615545
  nChanged 66
		SP:Iteration 21Q (14279.420000 sec): 3 clusters
  Score: Raw -498926.445028 + Penalty 2720.578471 = -496205.866556
  nChanged 72
		SP:Iteration 22Q (14279.430000 sec): 3 clusters
  Score: Raw -498966.155789 + Penalty 2720.578471 = -496245.577318
  nChanged 80
		SP:Iteration 23Q (14279.440000 sec): 3 clusters
  Score: Raw -499024.216416 + Penalty 2720.578471 = -496303.637945
  nChanged 72
		SP:Iteration 24Q (14279.450000 sec): 3 clusters
  Score: Raw -499063.491422 + Penalty 2720.578471 = -496342.912951
  nChanged 62
		SP:Iteration 25Q (14279.460000 sec): 3 clusters
  Score: Raw -499090.815139 + Penalty 2720.578471 = -496370.236668
  nChanged 41
		SP:Iteration 26Q (14279.470000 sec): 3 clusters
  Score: Raw -499110.343432 + Penalty 2720.578471 = -496389.764960
  nChanged 51
		SP:Iteration 27Q (14279.480000 sec): 3 clusters
  Score: Raw -499133.778573 + Penalty 2720.578471 = -496413.200102
  nChanged 53
		SP:Iteration 28Q (14279.490000 sec): 3 clusters
  Score: Raw -499154.456419 + Penalty 2720.578471 = -496433.877947
  nChanged 34
		SP:Iteration 29Q (14279.500000 sec): 3 clusters
  Score: Raw -499167.887897 + Penalty 2720.578471 = -496447.309426
  nChanged 29
		SP:Iteration 30Q (14279.510000 sec): 3 clusters
  Score: Raw -499178.038506 + Penalty 2720.578471 = -496457.460034
  nChanged 26
		SP:Iteration 31Q (14279.520000 sec): 3 clusters
  Score: Raw -499189.740339 + Penalty 2720.578471 = -496469.161868
  nChanged 31
		SP:Iteration 32Q (14279.530000 sec): 3 clusters
  Score: Raw -499200.808576 + Penalty 2720.578471 = -496480.230105
  nChanged 27
		SP:Iteration 33Q (14279.540000 sec): 3 clusters
  Score: Raw -499208.207550 + Penalty 2720.578471 = -496487.629079
  nChanged 26
		SP:Iteration 34Q (14279.550000 sec): 3 clusters
  Score: Raw -499215.349451 + Penalty 2720.578471 = -496494.770980
  nChanged 17
		SP:Iteration 35Q (14279.560000 sec): 3 clusters
  Score: Raw -499220.121454 + Penalty 2720.578471 = -496499.542983
  nChanged 19
		SP:Iteration 36Q (14279.570000 sec): 3 clusters
  Score: Raw -499225.551659 + Penalty 2720.578471 = -496504.973188
  nChanged 11
		SP:Iteration 37Q (14279.580000 sec): 3 clusters
  Score: Raw -499228.557486 + Penalty 2720.578471 = -496507.979015
  nChanged 10
		SP:Iteration 38Q (14279.590000 sec): 3 clusters
  Score: Raw -499231.368808 + Penalty 2720.578471 = -496510.790337
  nChanged 9
		SP:Iteration 39Q (14279.600000 sec): 3 clusters
  Score: Raw -499234.440249 + Penalty 2720.578471 = -496513.861778
  nChanged 17
		SP:Iteration 40F (14279.610000 sec): 3 clusters
  Score: Raw -499239.722476 + Penalty 2720.578471 = -496519.144005
  nChanged 14
		SP:Iteration 41Q (14279.620000 sec): 3 clusters
  Score: Raw -499243.952814 + Penalty 2720.578471 = -496523.374343
  nChanged 12
		SP:Iteration 42Q (14279.630000 sec): 3 clusters
  Score: Raw -499247.308516 + Penalty 2720.578471 = -496526.730044
  nChanged 10
		SP:Iteration 43Q (14279.640000 sec): 3 clusters
  Score: Raw -499250.306408 + Penalty 2720.578471 = -496529.727936
  nChanged 16
		SP:Iteration 44Q (14279.650000 sec): 3 clusters
  Score: Raw -499254.979610 + Penalty 2720.578471 = -496534.401138
  nChanged 11
		SP:Iteration 45Q (14279.660000 sec): 3 clusters
  Score: Raw -499259.804990 + Penalty 2720.578471 = -496539.226518
  nChanged 15
		SP:Iteration 46Q (14279.670000 sec): 3 clusters
  Score: Raw -499264.452420 + Penalty 2720.578471 = -496543.873949
  nChanged 6
		SP:Iteration 47Q (14279.680000 sec): 3 clusters
  Score: Raw -499266.435763 + Penalty 2720.578471 = -496545.857292
  nChanged 3
		SP:Iteration 48Q (14279.690000 sec): 3 clusters
  Score: Raw -499267.435846 + Penalty 2720.578471 = -496546.857375
  nChanged 4
		SP:Iteration 49Q (14279.700000 sec): 3 clusters
  Score: Raw -499268.529152 + Penalty 2720.578471 = -496547.950681
  nChanged 6
		SP:Iteration 50Q (14279.700000 sec): 3 clusters
  Score: Raw -499269.446818 + Penalty 2720.578471 = -496548.868347
  nChanged 3
		SP:Iteration 51Q (14279.720000 sec): 3 clusters
  Score: Raw -499270.284161 + Penalty 2720.578471 = -496549.705690
  nChanged 3
		SP:Iteration 52Q (14279.720000 sec): 3 clusters
  Score: Raw -499270.919585 + Penalty 2720.578471 = -496550.341113
  nChanged 3
		SP:Iteration 53Q (14279.740000 sec): 3 clusters
  Score: Raw -499271.896845 + Penalty 2720.578471 = -496551.318373
  nChanged 2
		SP:Iteration 54Q (14279.740000 sec): 3 clusters
  Score: Raw -499272.323383 + Penalty 2720.578471 = -496551.744912
  nChanged 2
		SP:Iteration 55Q (14279.750000 sec): 3 clusters
  Score: Raw -499272.872881 + Penalty 2720.578471 = -496552.294409
  nChanged 2
		SP:Iteration 56Q (14279.760000 sec): 3 clusters
  Score: Raw -499273.401845 + Penalty 2720.578471 = -496552.823374
  nChanged 2
		SP:Iteration 57Q (14279.770000 sec): 3 clusters
  Score: Raw -499273.599324 + Penalty 2720.578471 = -496553.020852
  nChanged 1
		SP:Iteration 58Q (14279.780000 sec): 3 clusters
  Score: Raw -499273.748117 + Penalty 2720.578471 = -496553.169646
  nChanged 0
		SP:Iteration 59F (14279.790000 sec): 3 clusters
  Score: Raw -499273.748117 + Penalty 2720.578471 = -496553.169646
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14279.800000 sec): 2 clusters
  Score: Raw -284965.138935 + Penalty 1298.853489 = -283666.285446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14279.810000 sec): 3 clusters
  Score: Raw -283617.842757 + Penalty 2597.706978 = -281020.135779
  nChanged 1159
		SP:Iteration 1F (14279.820000 sec): 3 clusters
  Score: Raw -284481.049525 + Penalty 2597.706978 = -281883.342547
  nChanged 301
		SP:Iteration 2F (14279.830000 sec): 3 clusters
  Score: Raw -284805.372693 + Penalty 2597.706978 = -282207.665715
  nChanged 220
		SP:Iteration 3F (14279.840000 sec): 3 clusters
  Score: Raw -284996.314373 + Penalty 2597.706978 = -282398.607395
  nChanged 151
		SP:Iteration 4F (14279.840000 sec): 3 clusters
  Score: Raw -285113.319552 + Penalty 2597.706978 = -282515.612575
  nChanged 111
		SP:Iteration 5Q (14279.850000 sec): 3 clusters
  Score: Raw -285186.099813 + Penalty 2597.706978 = -282588.392836
  nChanged 83
		SP:Iteration 6Q (14279.860000 sec): 3 clusters
  Score: Raw -285243.046642 + Penalty 2597.706978 = -282645.339664
  nChanged 70
		SP:Iteration 7Q (14279.860000 sec): 3 clusters
  Score: Raw -285287.169602 + Penalty 2597.706978 = -282689.462624
  nChanged 52
		SP:Iteration 8Q (14279.870000 sec): 3 clusters
  Score: Raw -285321.174652 + Penalty 2597.706978 = -282723.467674
  nChanged 57
		SP:Iteration 9Q (14279.880000 sec): 3 clusters
  Score: Raw -285350.578451 + Penalty 2597.706978 = -282752.871474
  nChanged 35
		SP:Iteration 10Q (14279.880000 sec): 3 clusters
  Score: Raw -285370.430486 + Penalty 2597.706978 = -282772.723508
  nChanged 36
		SP:Iteration 11Q (14279.890000 sec): 3 clusters
  Score: Raw -285407.948683 + Penalty 2597.706978 = -282810.241705
  nChanged 42
		SP:Iteration 12Q (14279.900000 sec): 3 clusters
  Score: Raw -285447.660788 + Penalty 2597.706978 = -282849.953810
  nChanged 42
		SP:Iteration 13Q (14279.910000 sec): 3 clusters
  Score: Raw -285510.308155 + Penalty 2597.706978 = -282912.601177
  nChanged 62
		SP:Iteration 14Q (14279.910000 sec): 3 clusters
  Score: Raw -285547.759868 + Penalty 2597.706978 = -282950.052890
  nChanged 57
		SP:Iteration 15Q (14279.920000 sec): 3 clusters
  Score: Raw -285583.614542 + Penalty 2597.706978 = -282985.907564
  nChanged 49
		SP:Iteration 16Q (14279.930000 sec): 3 clusters
  Score: Raw -285615.861415 + Penalty 2597.706978 = -283018.154438
  nChanged 47
		SP:Iteration 17Q (14279.940000 sec): 3 clusters
  Score: Raw -285645.992962 + Penalty 2597.706978 = -283048.285985
  nChanged 47
		SP:Iteration 18Q (14279.940000 sec): 3 clusters
  Score: Raw -285671.349897 + Penalty 2597.706978 = -283073.642919
  nChanged 39
		SP:Iteration 19Q (14279.950000 sec): 3 clusters
  Score: Raw -285702.067511 + Penalty 2597.706978 = -283104.360533
  nChanged 37
		SP:Iteration 20F (14279.960000 sec): 3 clusters
  Score: Raw -285719.832652 + Penalty 2597.706978 = -283122.125674
  nChanged 38
		SP:Iteration 21Q (14279.960000 sec): 3 clusters
  Score: Raw -285742.720696 + Penalty 2597.706978 = -283145.013718
  nChanged 43
		SP:Iteration 22Q (14279.970000 sec): 3 clusters
  Score: Raw -285773.885673 + Penalty 2597.706978 = -283176.178695
  nChanged 40
		SP:Iteration 23Q (14279.980000 sec): 3 clusters
  Score: Raw -285795.021552 + Penalty 2597.706978 = -283197.314574
  nChanged 36
		SP:Iteration 24Q (14279.980000 sec): 3 clusters
  Score: Raw -285817.095499 + Penalty 2597.706978 = -283219.388521
  nChanged 32
		SP:Iteration 25Q (14279.990000 sec): 3 clusters
  Score: Raw -285835.761451 + Penalty 2597.706978 = -283238.054473
  nChanged 22
		SP:Iteration 26Q (14280.000000 sec): 3 clusters
  Score: Raw -285847.738849 + Penalty 2597.706978 = -283250.031871
  nChanged 23
		SP:Iteration 27Q (14280.000000 sec): 3 clusters
  Score: Raw -285861.091480 + Penalty 2597.706978 = -283263.384502
  nChanged 30
		SP:Iteration 28Q (14280.010000 sec): 3 clusters
  Score: Raw -285877.807286 + Penalty 2597.706978 = -283280.100308
  nChanged 28
		SP:Iteration 29Q (14280.020000 sec): 3 clusters
  Score: Raw -285893.036442 + Penalty 2597.706978 = -283295.329464
  nChanged 26
		SP:Iteration 30Q (14280.020000 sec): 3 clusters
  Score: Raw -285902.357117 + Penalty 2597.706978 = -283304.650139
  nChanged 15
		SP:Iteration 31Q (14280.030000 sec): 3 clusters
  Score: Raw -285907.703981 + Penalty 2597.706978 = -283309.997003
  nChanged 12
		SP:Iteration 32Q (14280.040000 sec): 3 clusters
  Score: Raw -285916.382846 + Penalty 2597.706978 = -283318.675868
  nChanged 13
		SP:Iteration 33Q (14280.050000 sec): 3 clusters
  Score: Raw -285922.135558 + Penalty 2597.706978 = -283324.428580
  nChanged 8
		SP:Iteration 34Q (14280.050000 sec): 3 clusters
  Score: Raw -285926.165979 + Penalty 2597.706978 = -283328.459002
  nChanged 12
		SP:Iteration 35Q (14280.060000 sec): 3 clusters
  Score: Raw -285932.485724 + Penalty 2597.706978 = -283334.778746
  nChanged 12
		SP:Iteration 36Q (14280.070000 sec): 3 clusters
  Score: Raw -285937.081243 + Penalty 2597.706978 = -283339.374265
  nChanged 11
		SP:Iteration 37Q (14280.080000 sec): 3 clusters
  Score: Raw -285941.936316 + Penalty 2597.706978 = -283344.229339
  nChanged 8
		SP:Iteration 38Q (14280.080000 sec): 3 clusters
  Score: Raw -285945.926934 + Penalty 2597.706978 = -283348.219956
  nChanged 9
		SP:Iteration 39Q (14280.090000 sec): 3 clusters
  Score: Raw -285949.766115 + Penalty 2597.706978 = -283352.059137
  nChanged 11
		SP:Iteration 40F (14280.100000 sec): 3 clusters
  Score: Raw -285953.085103 + Penalty 2597.706978 = -283355.378125
  nChanged 7
		SP:Iteration 41Q (14280.100000 sec): 3 clusters
  Score: Raw -285955.312334 + Penalty 2597.706978 = -283357.605356
  nChanged 7
		SP:Iteration 42Q (14280.110000 sec): 3 clusters
  Score: Raw -285956.779405 + Penalty 2597.706978 = -283359.072427
  nChanged 4
		SP:Iteration 43Q (14280.120000 sec): 3 clusters
  Score: Raw -285957.982933 + Penalty 2597.706978 = -283360.275956
  nChanged 2
		SP:Iteration 44Q (14280.120000 sec): 3 clusters
  Score: Raw -285958.494252 + Penalty 2597.706978 = -283360.787275
  nChanged 1
		SP:Iteration 45Q (14280.130000 sec): 3 clusters
  Score: Raw -285958.960801 + Penalty 2597.706978 = -283361.253824
  nChanged 0
		SP:Iteration 46F (14280.140000 sec): 3 clusters
  Score: Raw -285958.960801 + Penalty 2597.706978 = -283361.253824
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14280.260000 sec): 2 clusters
  Score: Raw -4388872.369666 + Penalty 1710.348134 = -4387162.021532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14280.360000 sec): 3 clusters
  Score: Raw -4365779.694099 + Penalty 3420.696268 = -4362358.997830
  nChanged 17225
		SP:Iteration 1F (14280.450000 sec): 3 clusters
  Score: Raw -4375270.554057 + Penalty 3420.696268 = -4371849.857789
  nChanged 1585
		SP:Iteration 2Q (14280.560000 sec): 3 clusters
  Score: Raw -4375776.907759 + Penalty 3420.696268 = -4372356.211491
  nChanged 1574
		SP:Iteration 3Q (14280.660000 sec): 3 clusters
  Score: Raw -4376309.151778 + Penalty 3420.696268 = -4372888.455510
  nChanged 1596
		SP:Iteration 4Q (14280.760000 sec): 3 clusters
  Score: Raw -4376964.506775 + Penalty 3420.696268 = -4373543.810507
  nChanged 1745
		SP:Iteration 5Q (14280.860000 sec): 3 clusters
  Score: Raw -4377763.865162 + Penalty 3420.696268 = -4374343.168894
  nChanged 1889
		SP:Iteration 6F (14280.950000 sec): 3 clusters
  Score: Raw -4378662.250162 + Penalty 3420.696268 = -4375241.553893
  nChanged 1844
		SP:Iteration 7Q (14281.050000 sec): 3 clusters
  Score: Raw -4379535.934514 + Penalty 3420.696268 = -4376115.238245
  nChanged 1736
		SP:Iteration 8Q (14281.150000 sec): 3 clusters
  Score: Raw -4380310.288880 + Penalty 3420.696268 = -4376889.592612
  nChanged 1558
		SP:Iteration 9Q (14281.250000 sec): 3 clusters
  Score: Raw -4380932.471195 + Penalty 3420.696268 = -4377511.774927
  nChanged 1342
		SP:Iteration 10Q (14281.350000 sec): 3 clusters
  Score: Raw -4381382.537287 + Penalty 3420.696268 = -4377961.841019
  nChanged 1122
		SP:Iteration 11Q (14281.440000 sec): 3 clusters
  Score: Raw -4381728.826684 + Penalty 3420.696268 = -4378308.130416
  nChanged 1016
		SP:Iteration 12Q (14281.540000 sec): 3 clusters
  Score: Raw -4382018.851199 + Penalty 3420.696268 = -4378598.154931
  nChanged 868
		SP:Iteration 13Q (14281.640000 sec): 3 clusters
  Score: Raw -4382262.108861 + Penalty 3420.696268 = -4378841.412593
  nChanged 858
		SP:Iteration 14Q (14281.740000 sec): 3 clusters
  Score: Raw -4382513.052551 + Penalty 3420.696268 = -4379092.356283
  nChanged 804
		SP:Iteration 15Q (14281.840000 sec): 3 clusters
  Score: Raw -4382734.462579 + Penalty 3420.696268 = -4379313.766310
  nChanged 774
		SP:Iteration 16Q (14281.930000 sec): 3 clusters
  Score: Raw -4382934.358532 + Penalty 3420.696268 = -4379513.662264
  nChanged 743
		SP:Iteration 17Q (14282.030000 sec): 3 clusters
  Score: Raw -4383136.720533 + Penalty 3420.696268 = -4379716.024265
  nChanged 773
		SP:Iteration 18Q (14282.130000 sec): 3 clusters
  Score: Raw -4383385.024244 + Penalty 3420.696268 = -4379964.327976
  nChanged 843
		SP:Iteration 19Q (14282.220000 sec): 3 clusters
  Score: Raw -4383648.170720 + Penalty 3420.696268 = -4380227.474452
  nChanged 898
		SP:Iteration 20F (14282.320000 sec): 3 clusters
  Score: Raw -4383950.509861 + Penalty 3420.696268 = -4380529.813593
  nChanged 914
		SP:Iteration 21Q (14282.420000 sec): 3 clusters
  Score: Raw -4384275.053471 + Penalty 3420.696268 = -4380854.357202
  nChanged 990
		SP:Iteration 22Q (14282.510000 sec): 3 clusters
  Score: Raw -4384635.837677 + Penalty 3420.696268 = -4381215.141409
  nChanged 1034
		SP:Iteration 23Q (14282.600000 sec): 3 clusters
  Score: Raw -4385025.434137 + Penalty 3420.696268 = -4381604.737869
  nChanged 1081
		SP:Iteration 24Q (14282.690000 sec): 3 clusters
  Score: Raw -4385475.144894 + Penalty 3420.696268 = -4382054.448626
  nChanged 1094
		SP:Iteration 25Q (14282.780000 sec): 3 clusters
  Score: Raw -4385946.838262 + Penalty 3420.696268 = -4382526.141994
  nChanged 1104
		SP:Iteration 26Q (14282.870000 sec): 3 clusters
  Score: Raw -4386462.394265 + Penalty 3420.696268 = -4383041.697997
  nChanged 1058
		SP:Iteration 27Q (14282.960000 sec): 3 clusters
  Score: Raw -4386958.855065 + Penalty 3420.696268 = -4383538.158797
  nChanged 928
		SP:Iteration 28Q (14283.040000 sec): 3 clusters
  Score: Raw -4387412.554607 + Penalty 3420.696268 = -4383991.858339
  nChanged 819
		SP:Iteration 29Q (14283.130000 sec): 3 clusters
  Score: Raw -4387817.001401 + Penalty 3420.696268 = -4384396.305133
  nChanged 649
		SP:Iteration 30Q (14283.210000 sec): 3 clusters
  Score: Raw -4388125.744179 + Penalty 3420.696268 = -4384705.047911
  nChanged 512
		SP:Iteration 31Q (14283.290000 sec): 3 clusters
  Score: Raw -4388367.777921 + Penalty 3420.696268 = -4384947.081653
  nChanged 411
		SP:Iteration 32Q (14283.370000 sec): 3 clusters
  Score: Raw -4388562.804328 + Penalty 3420.696268 = -4385142.108060
  nChanged 317
		SP:Iteration 33Q (14283.440000 sec): 3 clusters
  Score: Raw -4388714.989279 + Penalty 3420.696268 = -4385294.293011
  nChanged 235
		SP:Iteration 34Q (14283.520000 sec): 3 clusters
  Score: Raw -4388821.364000 + Penalty 3420.696268 = -4385400.667732
  nChanged 184
		SP:Iteration 35Q (14283.600000 sec): 3 clusters
  Score: Raw -4388901.211447 + Penalty 3420.696268 = -4385480.515179
  nChanged 143
		SP:Iteration 36Q (14283.670000 sec): 3 clusters
  Score: Raw -4388955.137188 + Penalty 3420.696268 = -4385534.440920
  nChanged 89
		SP:Iteration 37Q (14283.740000 sec): 3 clusters
  Score: Raw -4388991.649939 + Penalty 3420.696268 = -4385570.953671
  nChanged 90
		SP:Iteration 38Q (14283.820000 sec): 3 clusters
  Score: Raw -4389032.191348 + Penalty 3420.696268 = -4385611.495080
  nChanged 60
		SP:Iteration 39Q (14283.890000 sec): 3 clusters
  Score: Raw -4389060.161738 + Penalty 3420.696268 = -4385639.465470
  nChanged 50
		SP:Iteration 40F (14283.990000 sec): 3 clusters
  Score: Raw -4389083.604642 + Penalty 3420.696268 = -4385662.908373
  nChanged 49
		SP:Iteration 41Q (14284.060000 sec): 3 clusters
  Score: Raw -4389102.736323 + Penalty 3420.696268 = -4385682.040055
  nChanged 34
		SP:Iteration 42Q (14284.130000 sec): 3 clusters
  Score: Raw -4389117.793801 + Penalty 3420.696268 = -4385697.097533
  nChanged 30
		SP:Iteration 43Q (14284.200000 sec): 3 clusters
  Score: Raw -4389128.949331 + Penalty 3420.696268 = -4385708.253063
  nChanged 16
		SP:Iteration 44Q (14284.270000 sec): 3 clusters
  Score: Raw -4389135.798578 + Penalty 3420.696268 = -4385715.102310
  nChanged 10
		SP:Iteration 45Q (14284.340000 sec): 3 clusters
  Score: Raw -4389139.685679 + Penalty 3420.696268 = -4385718.989411
  nChanged 16
		SP:Iteration 46Q (14284.420000 sec): 3 clusters
  Score: Raw -4389145.324887 + Penalty 3420.696268 = -4385724.628619
  nChanged 10
		SP:Iteration 47Q (14284.480000 sec): 3 clusters
  Score: Raw -4389148.615337 + Penalty 3420.696268 = -4385727.919069
  nChanged 6
		SP:Iteration 48Q (14284.560000 sec): 3 clusters
  Score: Raw -4389151.019153 + Penalty 3420.696268 = -4385730.322885
  nChanged 8
		SP:Iteration 49Q (14284.630000 sec): 3 clusters
  Score: Raw -4389153.485697 + Penalty 3420.696268 = -4385732.789429
  nChanged 6
		SP:Iteration 50Q (14284.700000 sec): 3 clusters
  Score: Raw -4389155.173240 + Penalty 3420.696268 = -4385734.476972
  nChanged 6
		SP:Iteration 51Q (14284.770000 sec): 3 clusters
  Score: Raw -4389157.327888 + Penalty 3420.696268 = -4385736.631619
  nChanged 2
		SP:Iteration 52Q (14284.840000 sec): 3 clusters
  Score: Raw -4389158.025211 + Penalty 3420.696268 = -4385737.328943
  nChanged 3
		SP:Iteration 53Q (14284.910000 sec): 3 clusters
  Score: Raw -4389159.160099 + Penalty 3420.696268 = -4385738.463830
  nChanged 4
		SP:Iteration 54Q (14284.980000 sec): 3 clusters
  Score: Raw -4389160.627090 + Penalty 3420.696268 = -4385739.930822
  nChanged 1
		SP:Iteration 55Q (14285.050000 sec): 3 clusters
  Score: Raw -4389160.880341 + Penalty 3420.696268 = -4385740.184073
  nChanged 2
		SP:Iteration 56Q (14285.120000 sec): 3 clusters
  Score: Raw -4389161.896320 + Penalty 3420.696268 = -4385741.200052
  nChanged 2
		SP:Iteration 57Q (14285.190000 sec): 3 clusters
  Score: Raw -4389162.531375 + Penalty 3420.696268 = -4385741.835107
  nChanged 1
		SP:Iteration 58Q (14285.260000 sec): 3 clusters
  Score: Raw -4389162.805112 + Penalty 3420.696268 = -4385742.108844
  nChanged 0
		SP:Iteration 59F (14285.360000 sec): 3 clusters
  Score: Raw -4389162.805112 + Penalty 3420.696268 = -4385742.108844
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14285.380000 sec): 2 clusters
  Score: Raw -71640.519491 + Penalty 1058.881375 = -70581.638116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14285.380000 sec): 3 clusters
  Score: Raw -71473.183329 + Penalty 2117.762750 = -69355.420579
  nChanged 177
		SP:Iteration 1F (14285.380000 sec): 3 clusters
  Score: Raw -71696.503896 + Penalty 2117.762750 = -69578.741147
  nChanged 58
		SP:Iteration 2F (14285.390000 sec): 3 clusters
  Score: Raw -71809.941691 + Penalty 2117.762750 = -69692.178941
  nChanged 37
		SP:Iteration 3F (14285.390000 sec): 3 clusters
  Score: Raw -71883.508336 + Penalty 2117.762750 = -69765.745586
  nChanged 31
		SP:Iteration 4Q (14285.390000 sec): 3 clusters
  Score: Raw -71933.500102 + Penalty 2117.762750 = -69815.737352
  nChanged 28
		SP:Iteration 5Q (14285.390000 sec): 3 clusters
  Score: Raw -71985.774668 + Penalty 2117.762750 = -69868.011918
  nChanged 25
		SP:Iteration 6Q (14285.390000 sec): 3 clusters
  Score: Raw -72030.909668 + Penalty 2117.762750 = -69913.146919
  nChanged 17
		SP:Iteration 7Q (14285.400000 sec): 3 clusters
  Score: Raw -72055.946674 + Penalty 2117.762750 = -69938.183924
  nChanged 9
		SP:Iteration 8Q (14285.400000 sec): 3 clusters
  Score: Raw -72065.486477 + Penalty 2117.762750 = -69947.723727
  nChanged 11
		SP:Iteration 9Q (14285.400000 sec): 3 clusters
  Score: Raw -72088.077577 + Penalty 2117.762750 = -69970.314828
  nChanged 11
		SP:Iteration 10Q (14285.400000 sec): 3 clusters
  Score: Raw -72123.832646 + Penalty 2117.762750 = -70006.069897
  nChanged 8
		SP:Iteration 11Q (14285.400000 sec): 3 clusters
  Score: Raw -72141.037168 + Penalty 2117.762750 = -70023.274418
  nChanged 4
		SP:Iteration 12Q (14285.400000 sec): 3 clusters
  Score: Raw -72151.477382 + Penalty 2117.762750 = -70033.714632
  nChanged 4
		SP:Iteration 13Q (14285.400000 sec): 3 clusters
  Score: Raw -72159.406567 + Penalty 2117.762750 = -70041.643817
  nChanged 3
		SP:Iteration 14Q (14285.400000 sec): 3 clusters
  Score: Raw -72171.456742 + Penalty 2117.762750 = -70053.693992
  nChanged 7
		SP:Iteration 15Q (14285.410000 sec): 3 clusters
  Score: Raw -72185.332248 + Penalty 2117.762750 = -70067.569498
  nChanged 4
		SP:Iteration 16Q (14285.410000 sec): 3 clusters
  Score: Raw -72191.863389 + Penalty 2117.762750 = -70074.100640
  nChanged 2
		SP:Iteration 17Q (14285.410000 sec): 3 clusters
  Score: Raw -72194.895389 + Penalty 2117.762750 = -70077.132639
  nChanged 2
		SP:Iteration 18Q (14285.410000 sec): 3 clusters
  Score: Raw -72196.612224 + Penalty 2117.762750 = -70078.849475
  nChanged 2
		SP:Iteration 19Q (14285.410000 sec): 3 clusters
  Score: Raw -72200.882548 + Penalty 2117.762750 = -70083.119798
  nChanged 1
		SP:Iteration 20F (14285.420000 sec): 3 clusters
  Score: Raw -72202.212213 + Penalty 2117.762750 = -70084.449463
  nChanged 1
		SP:Iteration 21Q (14285.420000 sec): 3 clusters
  Score: Raw -72209.608412 + Penalty 2117.762750 = -70091.845662
  nChanged 1
		SP:Iteration 22Q (14285.420000 sec): 3 clusters
  Score: Raw -72213.612568 + Penalty 2117.762750 = -70095.849819
  nChanged 2
		SP:Iteration 23Q (14285.420000 sec): 3 clusters
  Score: Raw -72216.985971 + Penalty 2117.762750 = -70099.223221
  nChanged 5
		SP:Iteration 24Q (14285.420000 sec): 3 clusters
  Score: Raw -72225.853862 + Penalty 2117.762750 = -70108.091112
  nChanged 2
		SP:Iteration 25Q (14285.420000 sec): 3 clusters
  Score: Raw -72228.091212 + Penalty 2117.762750 = -70110.328462
  nChanged 0
		SP:Iteration 26F (14285.420000 sec): 3 clusters
  Score: Raw -72228.091212 + Penalty 2117.762750 = -70110.328462
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 81 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14285.430000 sec): 2 clusters
  Score: Raw -15722.826094 + Penalty 830.698016 = -14892.128078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14285.430000 sec): 3 clusters
  Score: Raw -15976.535751 + Penalty 1661.396031 = -14315.139720
  nChanged 20
		SP:Iteration 1F (14285.430000 sec): 3 clusters
  Score: Raw -16073.873566 + Penalty 1661.396031 = -14412.477534
  nChanged 4
		SP:Iteration 2Q (14285.430000 sec): 3 clusters
  Score: Raw -16096.848835 + Penalty 1661.396031 = -14435.452804
  nChanged 2
		SP:Iteration 3Q (14285.430000 sec): 3 clusters
  Score: Raw -16103.508252 + Penalty 1661.396031 = -14442.112221
  nChanged 2
		SP:Iteration 4Q (14285.430000 sec): 3 clusters
  Score: Raw -16108.722475 + Penalty 1661.396031 = -14447.326443
  nChanged 2
		SP:Iteration 5Q (14285.430000 sec): 3 clusters
  Score: Raw -16113.896319 + Penalty 1661.396031 = -14452.500288
  nChanged 1
		SP:Iteration 6Q (14285.430000 sec): 3 clusters
  Score: Raw -16116.570751 + Penalty 1661.396031 = -14455.174720
  nChanged 1
		SP:Iteration 7Q (14285.430000 sec): 3 clusters
  Score: Raw -16119.966157 + Penalty 1661.396031 = -14458.570126
  nChanged 0
		SP:Iteration 8F (14285.430000 sec): 3 clusters
  Score: Raw -16119.966157 + Penalty 1661.396031 = -14458.570126
  nChanged 0
Iteration 219Q (14297.270000 sec): 83 clusters
  Score: Raw -173895207.032143 + Penalty 189959.601345 = -173705247.430798
  nChanged 246
Iteration 220F (14409.070000 sec): 83 clusters
  Score: Raw -173895382.094279 + Penalty 189959.601345 = -173705422.492934
  nChanged 214
Iteration 221Q (14420.600000 sec): 83 clusters
  Score: Raw -173895459.511461 + Penalty 189959.601345 = -173705499.910116
  nChanged 107
Iteration 222Q (14432.100000 sec): 83 clusters
  Score: Raw -173895492.275521 + Penalty 189959.601345 = -173705532.674176
  nChanged 82
Iteration 223Q (14443.620000 sec): 83 clusters
  Score: Raw -173895514.080881 + Penalty 189959.601345 = -173705554.479536
  nChanged 68
Iteration 224Q (14455.180000 sec): 83 clusters
  Score: Raw -173895532.642740 + Penalty 189959.601345 = -173705573.041395
  nChanged 64
Iteration 225Q (14466.880000 sec): 83 clusters
  Score: Raw -173895547.979449 + Penalty 189959.601345 = -173705588.378104
  nChanged 51
Iteration 226Q (14478.490000 sec): 83 clusters
  Score: Raw -173895560.562039 + Penalty 189959.601345 = -173705600.960694
  nChanged 37
Iteration 227Q (14490.080000 sec): 83 clusters
  Score: Raw -173895576.715689 + Penalty 189959.601345 = -173705617.114344
  nChanged 41
Iteration 228Q (14501.850000 sec): 83 clusters
  Score: Raw -173895586.556448 + Penalty 189959.601345 = -173705626.955103
  nChanged 33
Iteration 229Q (14513.640000 sec): 83 clusters
  Score: Raw -173895595.210542 + Penalty 189959.601345 = -173705635.609197
  nChanged 35
Iteration 230Q (14525.430000 sec): 83 clusters
  Score: Raw -173895603.898125 + Penalty 189959.601345 = -173705644.296780
  nChanged 23
Iteration 231Q (14537.300000 sec): 83 clusters
  Score: Raw -173895608.183576 + Penalty 189959.601345 = -173705648.582231
  nChanged 19
Iteration 232Q (14549.050000 sec): 83 clusters
  Score: Raw -173895609.431458 + Penalty 189959.601345 = -173705649.830113
  nChanged 9
Iteration 233Q (14560.740000 sec): 83 clusters
  Score: Raw -173895609.769375 + Penalty 189959.601345 = -173705650.168030
  nChanged 20
Iteration 234Q (14572.420000 sec): 83 clusters
  Score: Raw -173895610.326741 + Penalty 189959.601345 = -173705650.725396
  nChanged 20
Iteration 235Q (14584.020000 sec): 83 clusters
  Score: Raw -173895611.083422 + Penalty 189959.601345 = -173705651.482077
  nChanged 21
Iteration 236Q (14595.800000 sec): 83 clusters
  Score: Raw -173895611.671546 + Penalty 189959.601345 = -173705652.070201
  nChanged 14
Iteration 237Q (14607.530000 sec): 83 clusters
  Score: Raw -173895611.987289 + Penalty 189959.601345 = -173705652.385944
  nChanged 13
Iteration 238Q (14619.240000 sec): 83 clusters
  Score: Raw -173895612.185860 + Penalty 189959.601345 = -173705652.584515
  nChanged 8
Iteration 239Q (14630.960000 sec): 83 clusters
  Score: Raw -173895612.486884 + Penalty 189959.601345 = -173705652.885539
  nChanged 7
Iteration 240F (14742.800000 sec): 83 clusters
  Score: Raw -173895619.757001 + Penalty 189959.601345 = -173705660.155656
  nChanged 13
Iteration 241Q (14754.550000 sec): 83 clusters
  Score: Raw -173895629.732554 + Penalty 189959.601345 = -173705670.131210
  nChanged 26
Iteration 242Q (14766.250000 sec): 83 clusters
  Score: Raw -173895640.416010 + Penalty 189959.601345 = -173705680.814665
  nChanged 28
Iteration 243Q (14777.980000 sec): 83 clusters
  Score: Raw -173895653.654801 + Penalty 189959.601345 = -173705694.053456
  nChanged 30
Iteration 244Q (14789.610000 sec): 83 clusters
  Score: Raw -173895666.670227 + Penalty 189959.601345 = -173705707.068882
  nChanged 22
Iteration 245Q (14801.360000 sec): 83 clusters
  Score: Raw -173895677.841274 + Penalty 189959.601345 = -173705718.239929
  nChanged 28
Iteration 246Q (14813.210000 sec): 83 clusters
  Score: Raw -173895692.917985 + Penalty 189959.601345 = -173705733.316640
  nChanged 39
Iteration 247Q (14825.030000 sec): 83 clusters
  Score: Raw -173895706.737775 + Penalty 189959.601345 = -173705747.136430
  nChanged 35
Iteration 248Q (14836.930000 sec): 83 clusters
  Score: Raw -173895715.152766 + Penalty 189959.601345 = -173705755.551421
  nChanged 28
Iteration 249Q (14848.730000 sec): 83 clusters
  Score: Raw -173895721.147945 + Penalty 189959.601345 = -173705761.546600
  nChanged 29
Iteration 250Q (14860.500000 sec): 83 clusters
  Score: Raw -173895724.637396 + Penalty 189959.601345 = -173705765.036051
  nChanged 24
Iteration 251Q (14872.260000 sec): 83 clusters
  Score: Raw -173895730.061425 + Penalty 189959.601345 = -173705770.460080
  nChanged 23
Iteration 252Q (14884.050000 sec): 83 clusters
  Score: Raw -173895738.103754 + Penalty 189959.601345 = -173705778.502409
  nChanged 20
Iteration 253Q (14895.770000 sec): 83 clusters
  Score: Raw -173895743.109071 + Penalty 189959.601345 = -173705783.507726
  nChanged 21
Iteration 254Q (14907.520000 sec): 83 clusters
  Score: Raw -173895746.566932 + Penalty 189959.601345 = -173705786.965587
  nChanged 13
Iteration 255Q (14919.420000 sec): 83 clusters
  Score: Raw -173895749.200376 + Penalty 189959.601345 = -173705789.599031
  nChanged 10
Iteration 256Q (14931.280000 sec): 83 clusters
  Score: Raw -173895752.067865 + Penalty 189959.601345 = -173705792.466520
  nChanged 7
Iteration 257Q (14943.120000 sec): 83 clusters
  Score: Raw -173895753.882804 + Penalty 189959.601345 = -173705794.281459
  nChanged 6
Iteration 258Q (14954.980000 sec): 83 clusters
  Score: Raw -173895755.985381 + Penalty 189959.601345 = -173705796.384036
  nChanged 6
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173895755.985381 + Penalty 189959.601345 = -173705796.384036
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14955.210000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14955.210000 sec): 3 clusters
  Score: Raw -23981.866158 + Penalty 1737.809947 = -22244.056211
  nChanged 25
		SP:Iteration 1F (14955.210000 sec): 3 clusters
  Score: Raw -24048.659879 + Penalty 1737.809947 = -22310.849931
  nChanged 1
		SP:Iteration 2Q (14955.210000 sec): 3 clusters
  Score: Raw -24051.921029 + Penalty 1737.809947 = -22314.111081
  nChanged 2
		SP:Iteration 3Q (14955.210000 sec): 3 clusters
  Score: Raw -24056.128705 + Penalty 1737.809947 = -22318.318757
  nChanged 0
		SP:Iteration 4F (14955.210000 sec): 3 clusters
  Score: Raw -24056.128705 + Penalty 1737.809947 = -22318.318757
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (4240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14955.220000 sec): 2 clusters
  Score: Raw -448832.760945 + Penalty 1357.251764 = -447475.509181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14955.230000 sec): 3 clusters
  Score: Raw -446701.325107 + Penalty 2714.503528 = -443986.821578
  nChanged 1720
		SP:Iteration 1F (14955.240000 sec): 3 clusters
  Score: Raw -447909.922686 + Penalty 2714.503528 = -445195.419158
  nChanged 384
		SP:Iteration 2F (14955.250000 sec): 3 clusters
  Score: Raw -448240.858484 + Penalty 2714.503528 = -445526.354956
  nChanged 312
		SP:Iteration 3F (14955.270000 sec): 3 clusters
  Score: Raw -448477.009116 + Penalty 2714.503528 = -445762.505588
  nChanged 231
		SP:Iteration 4F (14955.270000 sec): 3 clusters
  Score: Raw -448657.859085 + Penalty 2714.503528 = -445943.355556
  nChanged 192
		SP:Iteration 5Q (14955.290000 sec): 3 clusters
  Score: Raw -448807.157944 + Penalty 2714.503528 = -446092.654416
  nChanged 161
		SP:Iteration 6Q (14955.300000 sec): 3 clusters
  Score: Raw -448911.658866 + Penalty 2714.503528 = -446197.155338
  nChanged 129
		SP:Iteration 7Q (14955.310000 sec): 3 clusters
  Score: Raw -448976.054346 + Penalty 2714.503528 = -446261.550818
  nChanged 101
		SP:Iteration 8Q (14955.320000 sec): 3 clusters
  Score: Raw -449022.838858 + Penalty 2714.503528 = -446308.335329
  nChanged 77
		SP:Iteration 9Q (14955.330000 sec): 3 clusters
  Score: Raw -449057.686358 + Penalty 2714.503528 = -446343.182830
  nChanged 73
		SP:Iteration 10Q (14955.340000 sec): 3 clusters
  Score: Raw -449092.542178 + Penalty 2714.503528 = -446378.038650
  nChanged 56
		SP:Iteration 11Q (14955.350000 sec): 3 clusters
  Score: Raw -449119.101948 + Penalty 2714.503528 = -446404.598420
  nChanged 51
		SP:Iteration 12Q (14955.360000 sec): 3 clusters
  Score: Raw -449136.577553 + Penalty 2714.503528 = -446422.074025
  nChanged 28
		SP:Iteration 13Q (14955.370000 sec): 3 clusters
  Score: Raw -449145.009545 + Penalty 2714.503528 = -446430.506017
  nChanged 15
		SP:Iteration 14Q (14955.380000 sec): 3 clusters
  Score: Raw -449149.252816 + Penalty 2714.503528 = -446434.749287
  nChanged 14
		SP:Iteration 15Q (14955.390000 sec): 3 clusters
  Score: Raw -449153.542172 + Penalty 2714.503528 = -446439.038643
  nChanged 7
		SP:Iteration 16Q (14955.400000 sec): 3 clusters
  Score: Raw -449155.030678 + Penalty 2714.503528 = -446440.527150
  nChanged 9
		SP:Iteration 17Q (14955.410000 sec): 3 clusters
  Score: Raw -449157.528064 + Penalty 2714.503528 = -446443.024536
  nChanged 9
		SP:Iteration 18Q (14955.420000 sec): 3 clusters
  Score: Raw -449161.405878 + Penalty 2714.503528 = -446446.902349
  nChanged 9
		SP:Iteration 19Q (14955.430000 sec): 3 clusters
  Score: Raw -449164.590657 + Penalty 2714.503528 = -446450.087129
  nChanged 9
		SP:Iteration 20F (14955.440000 sec): 3 clusters
  Score: Raw -449167.847591 + Penalty 2714.503528 = -446453.344063
  nChanged 8
		SP:Iteration 21Q (14955.450000 sec): 3 clusters
  Score: Raw -449169.844869 + Penalty 2714.503528 = -446455.341341
  nChanged 5
		SP:Iteration 22Q (14955.460000 sec): 3 clusters
  Score: Raw -449171.396094 + Penalty 2714.503528 = -446456.892566
  nChanged 5
		SP:Iteration 23Q (14955.470000 sec): 3 clusters
  Score: Raw -449173.067023 + Penalty 2714.503528 = -446458.563494
  nChanged 5
		SP:Iteration 24Q (14955.480000 sec): 3 clusters
  Score: Raw -449175.117673 + Penalty 2714.503528 = -446460.614144
  nChanged 6
		SP:Iteration 25Q (14955.490000 sec): 3 clusters
  Score: Raw -449177.604873 + Penalty 2714.503528 = -446463.101344
  nChanged 6
		SP:Iteration 26Q (14955.500000 sec): 3 clusters
  Score: Raw -449178.775865 + Penalty 2714.503528 = -446464.272337
  nChanged 4
		SP:Iteration 27Q (14955.510000 sec): 3 clusters
  Score: Raw -449179.732639 + Penalty 2714.503528 = -446465.229111
  nChanged 3
		SP:Iteration 28Q (14955.520000 sec): 3 clusters
  Score: Raw -449180.480378 + Penalty 2714.503528 = -446465.976850
  nChanged 3
		SP:Iteration 29Q (14955.530000 sec): 3 clusters
  Score: Raw -449180.916218 + Penalty 2714.503528 = -446466.412690
  nChanged 2
		SP:Iteration 30Q (14955.540000 sec): 3 clusters
  Score: Raw -449181.523527 + Penalty 2714.503528 = -446467.019999
  nChanged 3
		SP:Iteration 31Q (14955.550000 sec): 3 clusters
  Score: Raw -449182.333597 + Penalty 2714.503528 = -446467.830069
  nChanged 1
		SP:Iteration 32Q (14955.560000 sec): 3 clusters
  Score: Raw -449182.443991 + Penalty 2714.503528 = -446467.940463
  nChanged 1
		SP:Iteration 33Q (14955.570000 sec): 3 clusters
  Score: Raw -449182.688946 + Penalty 2714.503528 = -446468.185418
  nChanged 1
		SP:Iteration 34Q (14955.580000 sec): 3 clusters
  Score: Raw -449182.812794 + Penalty 2714.503528 = -446468.309265
  nChanged 2
		SP:Iteration 35Q (14955.590000 sec): 3 clusters
  Score: Raw -449183.055899 + Penalty 2714.503528 = -446468.552371
  nChanged 0
		SP:Iteration 36F (14955.610000 sec): 3 clusters
  Score: Raw -449183.055899 + Penalty 2714.503528 = -446468.552371
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (34451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14955.720000 sec): 2 clusters
  Score: Raw -3708899.708794 + Penalty 1697.685162 = -3707202.023632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14955.810000 sec): 3 clusters
  Score: Raw -3687486.296976 + Penalty 3395.370324 = -3684090.926653
  nChanged 16008
		SP:Iteration 1F (14955.900000 sec): 3 clusters
  Score: Raw -3697016.604204 + Penalty 3395.370324 = -3693621.233881
  nChanged 2213
		SP:Iteration 2F (14955.990000 sec): 3 clusters
  Score: Raw -3698198.959697 + Penalty 3395.370324 = -3694803.589374
  nChanged 2300
		SP:Iteration 3F (14956.080000 sec): 3 clusters
  Score: Raw -3699562.315317 + Penalty 3395.370324 = -3696166.944993
  nChanged 2277
		SP:Iteration 4F (14956.170000 sec): 3 clusters
  Score: Raw -3700967.443558 + Penalty 3395.370324 = -3697572.073235
  nChanged 2190
		SP:Iteration 5F (14956.250000 sec): 3 clusters
  Score: Raw -3702181.980885 + Penalty 3395.370324 = -3698786.610561
  nChanged 1898
		SP:Iteration 6F (14956.350000 sec): 3 clusters
  Score: Raw -3703135.889933 + Penalty 3395.370324 = -3699740.519609
  nChanged 1577
		SP:Iteration 7Q (14956.430000 sec): 3 clusters
  Score: Raw -3703925.234139 + Penalty 3395.370324 = -3700529.863815
  nChanged 1396
		SP:Iteration 8Q (14956.530000 sec): 3 clusters
  Score: Raw -3704604.378595 + Penalty 3395.370324 = -3701209.008272
  nChanged 1207
		SP:Iteration 9Q (14956.620000 sec): 3 clusters
  Score: Raw -3705241.363484 + Penalty 3395.370324 = -3701845.993160
  nChanged 1088
		SP:Iteration 10Q (14956.710000 sec): 3 clusters
  Score: Raw -3705766.755259 + Penalty 3395.370324 = -3702371.384935
  nChanged 928
		SP:Iteration 11Q (14956.800000 sec): 3 clusters
  Score: Raw -3706208.122681 + Penalty 3395.370324 = -3702812.752357
  nChanged 855
		SP:Iteration 12Q (14956.890000 sec): 3 clusters
  Score: Raw -3706548.200876 + Penalty 3395.370324 = -3703152.830552
  nChanged 710
		SP:Iteration 13Q (14956.970000 sec): 3 clusters
  Score: Raw -3706798.833695 + Penalty 3395.370324 = -3703403.463372
  nChanged 614
		SP:Iteration 14Q (14957.060000 sec): 3 clusters
  Score: Raw -3706995.681515 + Penalty 3395.370324 = -3703600.311192
  nChanged 525
		SP:Iteration 15Q (14957.150000 sec): 3 clusters
  Score: Raw -3707152.133456 + Penalty 3395.370324 = -3703756.763132
  nChanged 439
		SP:Iteration 16Q (14957.230000 sec): 3 clusters
  Score: Raw -3707287.800256 + Penalty 3395.370324 = -3703892.429932
  nChanged 435
		SP:Iteration 17Q (14957.320000 sec): 3 clusters
  Score: Raw -3707416.435134 + Penalty 3395.370324 = -3704021.064810
  nChanged 387
		SP:Iteration 18Q (14957.410000 sec): 3 clusters
  Score: Raw -3707530.689531 + Penalty 3395.370324 = -3704135.319208
  nChanged 371
		SP:Iteration 19Q (14957.490000 sec): 3 clusters
  Score: Raw -3707641.500076 + Penalty 3395.370324 = -3704246.129753
  nChanged 381
		SP:Iteration 20F (14957.580000 sec): 3 clusters
  Score: Raw -3707766.000312 + Penalty 3395.370324 = -3704370.629988
  nChanged 399
		SP:Iteration 21Q (14957.670000 sec): 3 clusters
  Score: Raw -3707887.611203 + Penalty 3395.370324 = -3704492.240879
  nChanged 371
		SP:Iteration 22Q (14957.750000 sec): 3 clusters
  Score: Raw -3708003.679049 + Penalty 3395.370324 = -3704608.308725
  nChanged 370
		SP:Iteration 23Q (14957.830000 sec): 3 clusters
  Score: Raw -3708123.452032 + Penalty 3395.370324 = -3704728.081708
  nChanged 405
		SP:Iteration 24Q (14957.920000 sec): 3 clusters
  Score: Raw -3708271.600291 + Penalty 3395.370324 = -3704876.229967
  nChanged 424
		SP:Iteration 25Q (14958.000000 sec): 3 clusters
  Score: Raw -3708422.234045 + Penalty 3395.370324 = -3705026.863721
  nChanged 417
		SP:Iteration 26Q (14958.090000 sec): 3 clusters
  Score: Raw -3708596.077318 + Penalty 3395.370324 = -3705200.706994
  nChanged 415
		SP:Iteration 27Q (14958.170000 sec): 3 clusters
  Score: Raw -3708799.605238 + Penalty 3395.370324 = -3705404.234914
  nChanged 424
		SP:Iteration 28Q (14958.250000 sec): 3 clusters
  Score: Raw -3709034.469409 + Penalty 3395.370324 = -3705639.099086
  nChanged 451
		SP:Iteration 29Q (14958.330000 sec): 3 clusters
  Score: Raw -3709330.005470 + Penalty 3395.370324 = -3705934.635147
  nChanged 461
		SP:Iteration 30Q (14958.410000 sec): 3 clusters
  Score: Raw -3709629.812162 + Penalty 3395.370324 = -3706234.441839
  nChanged 419
		SP:Iteration 31Q (14958.490000 sec): 3 clusters
  Score: Raw -3709876.459408 + Penalty 3395.370324 = -3706481.089084
  nChanged 398
		SP:Iteration 32Q (14958.570000 sec): 3 clusters
  Score: Raw -3710072.564777 + Penalty 3395.370324 = -3706677.194453
  nChanged 344
		SP:Iteration 33Q (14958.640000 sec): 3 clusters
  Score: Raw -3710219.528631 + Penalty 3395.370324 = -3706824.158307
  nChanged 331
		SP:Iteration 34Q (14958.720000 sec): 3 clusters
  Score: Raw -3710362.235175 + Penalty 3395.370324 = -3706966.864852
  nChanged 303
		SP:Iteration 35Q (14958.790000 sec): 3 clusters
  Score: Raw -3710477.883054 + Penalty 3395.370324 = -3707082.512731
  nChanged 256
		SP:Iteration 36Q (14958.870000 sec): 3 clusters
  Score: Raw -3710559.398390 + Penalty 3395.370324 = -3707164.028067
  nChanged 216
		SP:Iteration 37Q (14958.940000 sec): 3 clusters
  Score: Raw -3710631.039680 + Penalty 3395.370324 = -3707235.669356
  nChanged 228
		SP:Iteration 38Q (14959.010000 sec): 3 clusters
  Score: Raw -3710723.596394 + Penalty 3395.370324 = -3707328.226070
  nChanged 233
		SP:Iteration 39Q (14959.090000 sec): 3 clusters
  Score: Raw -3710817.693659 + Penalty 3395.370324 = -3707422.323335
  nChanged 189
		SP:Iteration 40F (14959.170000 sec): 3 clusters
  Score: Raw -3710880.322297 + Penalty 3395.370324 = -3707484.951974
  nChanged 167
		SP:Iteration 41Q (14959.250000 sec): 3 clusters
  Score: Raw -3710927.638589 + Penalty 3395.370324 = -3707532.268265
  nChanged 156
		SP:Iteration 42Q (14959.320000 sec): 3 clusters
  Score: Raw -3710970.218970 + Penalty 3395.370324 = -3707574.848646
  nChanged 150
		SP:Iteration 43Q (14959.390000 sec): 3 clusters
  Score: Raw -3711006.323682 + Penalty 3395.370324 = -3707610.953358
  nChanged 122
		SP:Iteration 44Q (14959.460000 sec): 3 clusters
  Score: Raw -3711036.415273 + Penalty 3395.370324 = -3707641.044949
  nChanged 116
		SP:Iteration 45Q (14959.530000 sec): 3 clusters
  Score: Raw -3711062.677680 + Penalty 3395.370324 = -3707667.307356
  nChanged 103
		SP:Iteration 46Q (14959.610000 sec): 3 clusters
  Score: Raw -3711084.109369 + Penalty 3395.370324 = -3707688.739046
  nChanged 77
		SP:Iteration 47Q (14959.680000 sec): 3 clusters
  Score: Raw -3711097.814502 + Penalty 3395.370324 = -3707702.444179
  nChanged 67
		SP:Iteration 48Q (14959.750000 sec): 3 clusters
  Score: Raw -3711112.029025 + Penalty 3395.370324 = -3707716.658701
  nChanged 71
		SP:Iteration 49Q (14959.820000 sec): 3 clusters
  Score: Raw -3711126.242029 + Penalty 3395.370324 = -3707730.871705
  nChanged 58
		SP:Iteration 50Q (14959.890000 sec): 3 clusters
  Score: Raw -3711135.851666 + Penalty 3395.370324 = -3707740.481342
  nChanged 48
		SP:Iteration 51Q (14959.960000 sec): 3 clusters
  Score: Raw -3711143.047453 + Penalty 3395.370324 = -3707747.677129
  nChanged 42
		SP:Iteration 52Q (14960.030000 sec): 3 clusters
  Score: Raw -3711149.855124 + Penalty 3395.370324 = -3707754.484800
  nChanged 36
		SP:Iteration 53Q (14960.100000 sec): 3 clusters
  Score: Raw -3711156.525526 + Penalty 3395.370324 = -3707761.155202
  nChanged 35
		SP:Iteration 54Q (14960.170000 sec): 3 clusters
  Score: Raw -3711162.349134 + Penalty 3395.370324 = -3707766.978810
  nChanged 22
		SP:Iteration 55Q (14960.240000 sec): 3 clusters
  Score: Raw -3711165.082475 + Penalty 3395.370324 = -3707769.712151
  nChanged 21
		SP:Iteration 56Q (14960.310000 sec): 3 clusters
  Score: Raw -3711167.624222 + Penalty 3395.370324 = -3707772.253899
  nChanged 17
		SP:Iteration 57Q (14960.370000 sec): 3 clusters
  Score: Raw -3711170.036082 + Penalty 3395.370324 = -3707774.665759
  nChanged 15
		SP:Iteration 58Q (14960.450000 sec): 3 clusters
  Score: Raw -3711172.230546 + Penalty 3395.370324 = -3707776.860223
  nChanged 15
		SP:Iteration 59Q (14960.510000 sec): 3 clusters
  Score: Raw -3711174.262600 + Penalty 3395.370324 = -3707778.892277
  nChanged 16
		SP:Iteration 60F (14960.600000 sec): 3 clusters
  Score: Raw -3711175.867978 + Penalty 3395.370324 = -3707780.497654
  nChanged 9
		SP:Iteration 61Q (14960.670000 sec): 3 clusters
  Score: Raw -3711176.770975 + Penalty 3395.370324 = -3707781.400651
  nChanged 5
		SP:Iteration 62Q (14960.740000 sec): 3 clusters
  Score: Raw -3711177.151894 + Penalty 3395.370324 = -3707781.781570
  nChanged 4
		SP:Iteration 63Q (14960.810000 sec): 3 clusters
  Score: Raw -3711177.520967 + Penalty 3395.370324 = -3707782.150643
  nChanged 4
		SP:Iteration 64Q (14960.880000 sec): 3 clusters
  Score: Raw -3711177.920534 + Penalty 3395.370324 = -3707782.550210
  nChanged 4
		SP:Iteration 65Q (14960.950000 sec): 3 clusters
  Score: Raw -3711178.318324 + Penalty 3395.370324 = -3707782.948001
  nChanged 3
		SP:Iteration 66Q (14961.010000 sec): 3 clusters
  Score: Raw -3711178.554649 + Penalty 3395.370324 = -3707783.184325
  nChanged 0
		SP:Iteration 67F (14961.100000 sec): 3 clusters
  Score: Raw -3711178.554649 + Penalty 3395.370324 = -3707783.184325
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14961.190000 sec): 2 clusters
  Score: Raw -3188157.594799 + Penalty 1659.515820 = -3186498.078978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14961.260000 sec): 3 clusters
  Score: Raw -3171350.769500 + Penalty 3319.031641 = -3168031.737859
  nChanged 12544
		SP:Iteration 1F (14961.330000 sec): 3 clusters
  Score: Raw -3178247.693125 + Penalty 3319.031641 = -3174928.661485
  nChanged 1288
		SP:Iteration 2Q (14961.400000 sec): 3 clusters
  Score: Raw -3178734.360753 + Penalty 3319.031641 = -3175415.329112
  nChanged 1326
		SP:Iteration 3Q (14961.470000 sec): 3 clusters
  Score: Raw -3179216.898015 + Penalty 3319.031641 = -3175897.866375
  nChanged 1291
		SP:Iteration 4Q (14961.540000 sec): 3 clusters
  Score: Raw -3179715.079336 + Penalty 3319.031641 = -3176396.047695
  nChanged 1285
		SP:Iteration 5Q (14961.610000 sec): 3 clusters
  Score: Raw -3180229.905485 + Penalty 3319.031641 = -3176910.873844
  nChanged 1342
		SP:Iteration 6Q (14961.690000 sec): 3 clusters
  Score: Raw -3180837.897379 + Penalty 3319.031641 = -3177518.865738
  nChanged 1431
		SP:Iteration 7F (14961.750000 sec): 3 clusters
  Score: Raw -3181548.936201 + Penalty 3319.031641 = -3178229.904560
  nChanged 1369
		SP:Iteration 8F (14961.830000 sec): 3 clusters
  Score: Raw -3182322.016702 + Penalty 3319.031641 = -3179002.985061
  nChanged 1325
		SP:Iteration 9Q (14961.900000 sec): 3 clusters
  Score: Raw -3183143.238046 + Penalty 3319.031641 = -3179824.206405
  nChanged 1198
		SP:Iteration 10Q (14961.970000 sec): 3 clusters
  Score: Raw -3183959.847070 + Penalty 3319.031641 = -3180640.815429
  nChanged 1013
		SP:Iteration 11Q (14962.040000 sec): 3 clusters
  Score: Raw -3184666.698705 + Penalty 3319.031641 = -3181347.667064
  nChanged 840
		SP:Iteration 12Q (14962.110000 sec): 3 clusters
  Score: Raw -3185167.538662 + Penalty 3319.031641 = -3181848.507021
  nChanged 689
		SP:Iteration 13Q (14962.180000 sec): 3 clusters
  Score: Raw -3185521.500445 + Penalty 3319.031641 = -3182202.468804
  nChanged 549
		SP:Iteration 14Q (14962.250000 sec): 3 clusters
  Score: Raw -3185783.009196 + Penalty 3319.031641 = -3182463.977555
  nChanged 520
		SP:Iteration 15Q (14962.320000 sec): 3 clusters
  Score: Raw -3186034.315114 + Penalty 3319.031641 = -3182715.283473
  nChanged 493
		SP:Iteration 16Q (14962.380000 sec): 3 clusters
  Score: Raw -3186285.566713 + Penalty 3319.031641 = -3182966.535072
  nChanged 460
		SP:Iteration 17Q (14962.440000 sec): 3 clusters
  Score: Raw -3186519.369003 + Penalty 3319.031641 = -3183200.337362
  nChanged 426
		SP:Iteration 18Q (14962.510000 sec): 3 clusters
  Score: Raw -3186747.650805 + Penalty 3319.031641 = -3183428.619164
  nChanged 384
		SP:Iteration 19Q (14962.570000 sec): 3 clusters
  Score: Raw -3186939.323957 + Penalty 3319.031641 = -3183620.292316
  nChanged 346
		SP:Iteration 20F (14962.640000 sec): 3 clusters
  Score: Raw -3187109.189173 + Penalty 3319.031641 = -3183790.157532
  nChanged 358
		SP:Iteration 21Q (14962.690000 sec): 3 clusters
  Score: Raw -3187297.777280 + Penalty 3319.031641 = -3183978.745640
  nChanged 300
		SP:Iteration 22Q (14962.750000 sec): 3 clusters
  Score: Raw -3187443.117974 + Penalty 3319.031641 = -3184124.086333
  nChanged 249
		SP:Iteration 23Q (14962.810000 sec): 3 clusters
  Score: Raw -3187563.676072 + Penalty 3319.031641 = -3184244.644431
  nChanged 212
		SP:Iteration 24Q (14962.870000 sec): 3 clusters
  Score: Raw -3187665.583745 + Penalty 3319.031641 = -3184346.552104
  nChanged 192
		SP:Iteration 25Q (14962.920000 sec): 3 clusters
  Score: Raw -3187766.023091 + Penalty 3319.031641 = -3184446.991450
  nChanged 166
		SP:Iteration 26Q (14962.970000 sec): 3 clusters
  Score: Raw -3187855.467313 + Penalty 3319.031641 = -3184536.435672
  nChanged 144
		SP:Iteration 27Q (14963.030000 sec): 3 clusters
  Score: Raw -3187934.546470 + Penalty 3319.031641 = -3184615.514830
  nChanged 117
		SP:Iteration 28Q (14963.080000 sec): 3 clusters
  Score: Raw -3187997.994002 + Penalty 3319.031641 = -3184678.962361
  nChanged 102
		SP:Iteration 29Q (14963.130000 sec): 3 clusters
  Score: Raw -3188060.152826 + Penalty 3319.031641 = -3184741.121185
  nChanged 91
		SP:Iteration 30Q (14963.190000 sec): 3 clusters
  Score: Raw -3188114.867823 + Penalty 3319.031641 = -3184795.836182
  nChanged 76
		SP:Iteration 31Q (14963.240000 sec): 3 clusters
  Score: Raw -3188157.788293 + Penalty 3319.031641 = -3184838.756652
  nChanged 59
		SP:Iteration 32Q (14963.290000 sec): 3 clusters
  Score: Raw -3188192.506163 + Penalty 3319.031641 = -3184873.474523
  nChanged 41
		SP:Iteration 33Q (14963.340000 sec): 3 clusters
  Score: Raw -3188216.001745 + Penalty 3319.031641 = -3184896.970104
  nChanged 40
		SP:Iteration 34Q (14963.390000 sec): 3 clusters
  Score: Raw -3188239.871382 + Penalty 3319.031641 = -3184920.839741
  nChanged 37
		SP:Iteration 35Q (14963.440000 sec): 3 clusters
  Score: Raw -3188263.535112 + Penalty 3319.031641 = -3184944.503471
  nChanged 38
		SP:Iteration 36Q (14963.490000 sec): 3 clusters
  Score: Raw -3188284.639020 + Penalty 3319.031641 = -3184965.607379
  nChanged 30
		SP:Iteration 37Q (14963.540000 sec): 3 clusters
  Score: Raw -3188303.904241 + Penalty 3319.031641 = -3184984.872600
  nChanged 26
		SP:Iteration 38Q (14963.590000 sec): 3 clusters
  Score: Raw -3188321.761558 + Penalty 3319.031641 = -3185002.729917
  nChanged 20
		SP:Iteration 39Q (14963.640000 sec): 3 clusters
  Score: Raw -3188334.220462 + Penalty 3319.031641 = -3185015.188821
  nChanged 21
		SP:Iteration 40F (14963.710000 sec): 3 clusters
  Score: Raw -3188347.774821 + Penalty 3319.031641 = -3185028.743180
  nChanged 18
		SP:Iteration 41Q (14963.760000 sec): 3 clusters
  Score: Raw -3188363.195459 + Penalty 3319.031641 = -3185044.163818
  nChanged 14
		SP:Iteration 42Q (14963.810000 sec): 3 clusters
  Score: Raw -3188373.926866 + Penalty 3319.031641 = -3185054.895226
  nChanged 9
		SP:Iteration 43Q (14963.860000 sec): 3 clusters
  Score: Raw -3188379.276857 + Penalty 3319.031641 = -3185060.245216
  nChanged 12
		SP:Iteration 44Q (14963.910000 sec): 3 clusters
  Score: Raw -3188386.183174 + Penalty 3319.031641 = -3185067.151533
  nChanged 13
		SP:Iteration 45Q (14963.950000 sec): 3 clusters
  Score: Raw -3188391.844919 + Penalty 3319.031641 = -3185072.813278
  nChanged 11
		SP:Iteration 46Q (14964.000000 sec): 3 clusters
  Score: Raw -3188397.774259 + Penalty 3319.031641 = -3185078.742618
  nChanged 10
		SP:Iteration 47Q (14964.050000 sec): 3 clusters
  Score: Raw -3188402.150963 + Penalty 3319.031641 = -3185083.119322
  nChanged 5
		SP:Iteration 48Q (14964.100000 sec): 3 clusters
  Score: Raw -3188405.155963 + Penalty 3319.031641 = -3185086.124323
  nChanged 4
		SP:Iteration 49Q (14964.150000 sec): 3 clusters
  Score: Raw -3188407.380893 + Penalty 3319.031641 = -3185088.349252
  nChanged 3
		SP:Iteration 50Q (14964.200000 sec): 3 clusters
  Score: Raw -3188408.606539 + Penalty 3319.031641 = -3185089.574898
  nChanged 1
		SP:Iteration 51Q (14964.250000 sec): 3 clusters
  Score: Raw -3188409.218441 + Penalty 3319.031641 = -3185090.186800
  nChanged 1
		SP:Iteration 52Q (14964.300000 sec): 3 clusters
  Score: Raw -3188409.827791 + Penalty 3319.031641 = -3185090.796150
  nChanged 1
		SP:Iteration 53Q (14964.350000 sec): 3 clusters
  Score: Raw -3188410.209772 + Penalty 3319.031641 = -3185091.178131
  nChanged 0
		SP:Iteration 54F (14964.420000 sec): 3 clusters
  Score: Raw -3188410.209772 + Penalty 3319.031641 = -3185091.178131
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (11002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14964.460000 sec): 2 clusters
  Score: Raw -1272594.080856 + Penalty 1512.197757 = -1271081.883098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14964.480000 sec): 3 clusters
  Score: Raw -1266271.691209 + Penalty 3024.395515 = -1263247.295695
  nChanged 4831
		SP:Iteration 1F (14964.510000 sec): 3 clusters
  Score: Raw -1269018.270938 + Penalty 3024.395515 = -1265993.875423
  nChanged 701
		SP:Iteration 2F (14964.540000 sec): 3 clusters
  Score: Raw -1269339.137436 + Penalty 3024.395515 = -1266314.741921
  nChanged 580
		SP:Iteration 3F (14964.570000 sec): 3 clusters
  Score: Raw -1269598.005694 + Penalty 3024.395515 = -1266573.610179
  nChanged 476
		SP:Iteration 4Q (14964.600000 sec): 3 clusters
  Score: Raw -1269776.503722 + Penalty 3024.395515 = -1266752.108207
  nChanged 409
		SP:Iteration 5Q (14964.620000 sec): 3 clusters
  Score: Raw -1269920.184788 + Penalty 3024.395515 = -1266895.789273
  nChanged 343
		SP:Iteration 6Q (14964.650000 sec): 3 clusters
  Score: Raw -1270044.323682 + Penalty 3024.395515 = -1267019.928167
  nChanged 332
		SP:Iteration 7Q (14964.680000 sec): 3 clusters
  Score: Raw -1270166.576013 + Penalty 3024.395515 = -1267142.180499
  nChanged 310
		SP:Iteration 8Q (14964.700000 sec): 3 clusters
  Score: Raw -1270277.635209 + Penalty 3024.395515 = -1267253.239695
  nChanged 285
		SP:Iteration 9Q (14964.730000 sec): 3 clusters
  Score: Raw -1270382.899070 + Penalty 3024.395515 = -1267358.503556
  nChanged 270
		SP:Iteration 10Q (14964.760000 sec): 3 clusters
  Score: Raw -1270494.453950 + Penalty 3024.395515 = -1267470.058435
  nChanged 277
		SP:Iteration 11Q (14964.790000 sec): 3 clusters
  Score: Raw -1270601.735184 + Penalty 3024.395515 = -1267577.339669
  nChanged 241
		SP:Iteration 12Q (14964.810000 sec): 3 clusters
  Score: Raw -1270704.876265 + Penalty 3024.395515 = -1267680.480750
  nChanged 255
		SP:Iteration 13Q (14964.840000 sec): 3 clusters
  Score: Raw -1270831.161676 + Penalty 3024.395515 = -1267806.766161
  nChanged 276
		SP:Iteration 14Q (14964.870000 sec): 3 clusters
  Score: Raw -1270976.045036 + Penalty 3024.395515 = -1267951.649521
  nChanged 278
		SP:Iteration 15Q (14964.890000 sec): 3 clusters
  Score: Raw -1271139.591072 + Penalty 3024.395515 = -1268115.195557
  nChanged 286
		SP:Iteration 16Q (14964.920000 sec): 3 clusters
  Score: Raw -1271300.396643 + Penalty 3024.395515 = -1268276.001129
  nChanged 271
		SP:Iteration 17Q (14964.940000 sec): 3 clusters
  Score: Raw -1271442.789945 + Penalty 3024.395515 = -1268418.394430
  nChanged 249
		SP:Iteration 18Q (14964.970000 sec): 3 clusters
  Score: Raw -1271575.792464 + Penalty 3024.395515 = -1268551.396950
  nChanged 216
		SP:Iteration 19Q (14965.000000 sec): 3 clusters
  Score: Raw -1271686.477102 + Penalty 3024.395515 = -1268662.081587
  nChanged 179
		SP:Iteration 20F (14965.020000 sec): 3 clusters
  Score: Raw -1271764.205082 + Penalty 3024.395515 = -1268739.809568
  nChanged 145
		SP:Iteration 21Q (14965.050000 sec): 3 clusters
  Score: Raw -1271819.495538 + Penalty 3024.395515 = -1268795.100023
  nChanged 142
		SP:Iteration 22Q (14965.070000 sec): 3 clusters
  Score: Raw -1271878.875511 + Penalty 3024.395515 = -1268854.479996
  nChanged 139
		SP:Iteration 23Q (14965.100000 sec): 3 clusters
  Score: Raw -1271941.089650 + Penalty 3024.395515 = -1268916.694136
  nChanged 159
		SP:Iteration 24Q (14965.120000 sec): 3 clusters
  Score: Raw -1272005.613829 + Penalty 3024.395515 = -1268981.218314
  nChanged 143
		SP:Iteration 25Q (14965.140000 sec): 3 clusters
  Score: Raw -1272067.636901 + Penalty 3024.395515 = -1269043.241386
  nChanged 140
		SP:Iteration 26Q (14965.160000 sec): 3 clusters
  Score: Raw -1272139.995281 + Penalty 3024.395515 = -1269115.599766
  nChanged 138
		SP:Iteration 27Q (14965.190000 sec): 3 clusters
  Score: Raw -1272209.979094 + Penalty 3024.395515 = -1269185.583579
  nChanged 127
		SP:Iteration 28Q (14965.210000 sec): 3 clusters
  Score: Raw -1272281.584911 + Penalty 3024.395515 = -1269257.189396
  nChanged 126
		SP:Iteration 29Q (14965.230000 sec): 3 clusters
  Score: Raw -1272348.544854 + Penalty 3024.395515 = -1269324.149340
  nChanged 102
		SP:Iteration 30Q (14965.250000 sec): 3 clusters
  Score: Raw -1272413.374693 + Penalty 3024.395515 = -1269388.979178
  nChanged 90
		SP:Iteration 31Q (14965.270000 sec): 3 clusters
  Score: Raw -1272464.074445 + Penalty 3024.395515 = -1269439.678930
  nChanged 87
		SP:Iteration 32Q (14965.300000 sec): 3 clusters
  Score: Raw -1272512.007723 + Penalty 3024.395515 = -1269487.612208
  nChanged 70
		SP:Iteration 33Q (14965.320000 sec): 3 clusters
  Score: Raw -1272550.876142 + Penalty 3024.395515 = -1269526.480627
  nChanged 59
		SP:Iteration 34Q (14965.340000 sec): 3 clusters
  Score: Raw -1272585.787696 + Penalty 3024.395515 = -1269561.392181
  nChanged 49
		SP:Iteration 35Q (14965.360000 sec): 3 clusters
  Score: Raw -1272616.233452 + Penalty 3024.395515 = -1269591.837937
  nChanged 46
		SP:Iteration 36Q (14965.380000 sec): 3 clusters
  Score: Raw -1272641.373524 + Penalty 3024.395515 = -1269616.978010
  nChanged 28
		SP:Iteration 37Q (14965.400000 sec): 3 clusters
  Score: Raw -1272655.424595 + Penalty 3024.395515 = -1269631.029080
  nChanged 24
		SP:Iteration 38Q (14965.420000 sec): 3 clusters
  Score: Raw -1272665.565757 + Penalty 3024.395515 = -1269641.170242
  nChanged 26
		SP:Iteration 39Q (14965.440000 sec): 3 clusters
  Score: Raw -1272679.064810 + Penalty 3024.395515 = -1269654.669295
  nChanged 24
		SP:Iteration 40F (14965.460000 sec): 3 clusters
  Score: Raw -1272691.466776 + Penalty 3024.395515 = -1269667.071261
  nChanged 23
		SP:Iteration 41Q (14965.480000 sec): 3 clusters
  Score: Raw -1272705.360456 + Penalty 3024.395515 = -1269680.964942
  nChanged 16
		SP:Iteration 42Q (14965.500000 sec): 3 clusters
  Score: Raw -1272716.285597 + Penalty 3024.395515 = -1269691.890082
  nChanged 14
		SP:Iteration 43Q (14965.520000 sec): 3 clusters
  Score: Raw -1272725.224192 + Penalty 3024.395515 = -1269700.828677
  nChanged 11
		SP:Iteration 44Q (14965.540000 sec): 3 clusters
  Score: Raw -1272730.812030 + Penalty 3024.395515 = -1269706.416515
  nChanged 8
		SP:Iteration 45Q (14965.560000 sec): 3 clusters
  Score: Raw -1272734.842072 + Penalty 3024.395515 = -1269710.446557
  nChanged 6
		SP:Iteration 46Q (14965.580000 sec): 3 clusters
  Score: Raw -1272739.593384 + Penalty 3024.395515 = -1269715.197869
  nChanged 10
		SP:Iteration 47Q (14965.600000 sec): 3 clusters
  Score: Raw -1272744.443104 + Penalty 3024.395515 = -1269720.047589
  nChanged 7
		SP:Iteration 48Q (14965.620000 sec): 3 clusters
  Score: Raw -1272749.444063 + Penalty 3024.395515 = -1269725.048548
  nChanged 3
		SP:Iteration 49Q (14965.640000 sec): 3 clusters
  Score: Raw -1272750.831471 + Penalty 3024.395515 = -1269726.435956
  nChanged 2
		SP:Iteration 50Q (14965.660000 sec): 3 clusters
  Score: Raw -1272751.974813 + Penalty 3024.395515 = -1269727.579298
  nChanged 3
		SP:Iteration 51Q (14965.680000 sec): 3 clusters
  Score: Raw -1272753.627189 + Penalty 3024.395515 = -1269729.231674
  nChanged 1
		SP:Iteration 52Q (14965.700000 sec): 3 clusters
  Score: Raw -1272754.249741 + Penalty 3024.395515 = -1269729.854226
  nChanged 1
		SP:Iteration 53Q (14965.720000 sec): 3 clusters
  Score: Raw -1272754.664051 + Penalty 3024.395515 = -1269730.268536
  nChanged 2
		SP:Iteration 54Q (14965.740000 sec): 3 clusters
  Score: Raw -1272755.310291 + Penalty 3024.395515 = -1269730.914776
  nChanged 2
		SP:Iteration 55Q (14965.760000 sec): 3 clusters
  Score: Raw -1272756.065698 + Penalty 3024.395515 = -1269731.670183
  nChanged 3
		SP:Iteration 56Q (14965.780000 sec): 3 clusters
  Score: Raw -1272757.437256 + Penalty 3024.395515 = -1269733.041742
  nChanged 2
		SP:Iteration 57Q (14965.800000 sec): 3 clusters
  Score: Raw -1272758.329889 + Penalty 3024.395515 = -1269733.934374
  nChanged 4
		SP:Iteration 58Q (14965.820000 sec): 3 clusters
  Score: Raw -1272761.238534 + Penalty 3024.395515 = -1269736.843019
  nChanged 2
		SP:Iteration 59Q (14965.840000 sec): 3 clusters
  Score: Raw -1272762.203900 + Penalty 3024.395515 = -1269737.808385
  nChanged 4
		SP:Iteration 60F (14965.870000 sec): 3 clusters
  Score: Raw -1272764.666555 + Penalty 3024.395515 = -1269740.271041
  nChanged 4
		SP:Iteration 61Q (14965.890000 sec): 3 clusters
  Score: Raw -1272766.549610 + Penalty 3024.395515 = -1269742.154095
  nChanged 1
		SP:Iteration 62Q (14965.910000 sec): 3 clusters
  Score: Raw -1272767.190589 + Penalty 3024.395515 = -1269742.795075
  nChanged 0
		SP:Iteration 63F (14965.940000 sec): 3 clusters
  Score: Raw -1272767.190589 + Penalty 3024.395515 = -1269742.795075
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14965.960000 sec): 2 clusters
  Score: Raw -344035.406559 + Penalty 1310.247723 = -342725.158836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14965.960000 sec): 3 clusters
  Score: Raw -342512.345209 + Penalty 2620.495446 = -339891.849763
  nChanged 1214
		SP:Iteration 1F (14965.970000 sec): 3 clusters
  Score: Raw -343320.623816 + Penalty 2620.495446 = -340700.128370
  nChanged 295
		SP:Iteration 2F (14965.980000 sec): 3 clusters
  Score: Raw -343592.864335 + Penalty 2620.495446 = -340972.368889
  nChanged 235
		SP:Iteration 3F (14965.990000 sec): 3 clusters
  Score: Raw -343835.185662 + Penalty 2620.495446 = -341214.690216
  nChanged 226
		SP:Iteration 4F (14966.000000 sec): 3 clusters
  Score: Raw -344119.218983 + Penalty 2620.495446 = -341498.723537
  nChanged 222
		SP:Iteration 5F (14966.000000 sec): 3 clusters
  Score: Raw -344405.698328 + Penalty 2620.495446 = -341785.202882
  nChanged 171
		SP:Iteration 6F (14966.010000 sec): 3 clusters
  Score: Raw -344569.943397 + Penalty 2620.495446 = -341949.447951
  nChanged 108
		SP:Iteration 7Q (14966.020000 sec): 3 clusters
  Score: Raw -344674.531785 + Penalty 2620.495446 = -342054.036339
  nChanged 79
		SP:Iteration 8Q (14966.030000 sec): 3 clusters
  Score: Raw -344738.378425 + Penalty 2620.495446 = -342117.882979
  nChanged 54
		SP:Iteration 9Q (14966.040000 sec): 3 clusters
  Score: Raw -344769.269905 + Penalty 2620.495446 = -342148.774459
  nChanged 33
		SP:Iteration 10Q (14966.040000 sec): 3 clusters
  Score: Raw -344785.741500 + Penalty 2620.495446 = -342165.246054
  nChanged 18
		SP:Iteration 11Q (14966.050000 sec): 3 clusters
  Score: Raw -344794.244661 + Penalty 2620.495446 = -342173.749215
  nChanged 12
		SP:Iteration 12Q (14966.060000 sec): 3 clusters
  Score: Raw -344798.472687 + Penalty 2620.495446 = -342177.977241
  nChanged 8
		SP:Iteration 13Q (14966.060000 sec): 3 clusters
  Score: Raw -344800.911897 + Penalty 2620.495446 = -342180.416451
  nChanged 3
		SP:Iteration 14Q (14966.070000 sec): 3 clusters
  Score: Raw -344803.436813 + Penalty 2620.495446 = -342182.941367
  nChanged 4
		SP:Iteration 15Q (14966.080000 sec): 3 clusters
  Score: Raw -344805.012404 + Penalty 2620.495446 = -342184.516958
  nChanged 2
		SP:Iteration 16Q (14966.090000 sec): 3 clusters
  Score: Raw -344805.521360 + Penalty 2620.495446 = -342185.025914
  nChanged 1
		SP:Iteration 17Q (14966.090000 sec): 3 clusters
  Score: Raw -344805.855750 + Penalty 2620.495446 = -342185.360304
  nChanged 0
		SP:Iteration 18F (14966.100000 sec): 3 clusters
  Score: Raw -344805.855750 + Penalty 2620.495446 = -342185.360304
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (8080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14966.130000 sec): 2 clusters
  Score: Raw -867122.120565 + Penalty 1462.036412 = -865660.084153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14966.150000 sec): 3 clusters
  Score: Raw -862735.606588 + Penalty 2924.072824 = -859811.533763
  nChanged 3388
		SP:Iteration 1F (14966.170000 sec): 3 clusters
  Score: Raw -864776.336302 + Penalty 2924.072824 = -861852.263477
  nChanged 750
		SP:Iteration 2F (14966.190000 sec): 3 clusters
  Score: Raw -865494.123952 + Penalty 2924.072824 = -862570.051128
  nChanged 721
		SP:Iteration 3F (14966.210000 sec): 3 clusters
  Score: Raw -866300.343444 + Penalty 2924.072824 = -863376.270620
  nChanged 661
		SP:Iteration 4F (14966.230000 sec): 3 clusters
  Score: Raw -866936.080138 + Penalty 2924.072824 = -864012.007313
  nChanged 499
		SP:Iteration 5F (14966.250000 sec): 3 clusters
  Score: Raw -867272.399901 + Penalty 2924.072824 = -864348.327077
  nChanged 341
		SP:Iteration 6Q (14966.270000 sec): 3 clusters
  Score: Raw -867463.924196 + Penalty 2924.072824 = -864539.851372
  nChanged 256
		SP:Iteration 7Q (14966.290000 sec): 3 clusters
  Score: Raw -867572.727566 + Penalty 2924.072824 = -864648.654742
  nChanged 180
		SP:Iteration 8Q (14966.310000 sec): 3 clusters
  Score: Raw -867649.837835 + Penalty 2924.072824 = -864725.765011
  nChanged 141
		SP:Iteration 9Q (14966.330000 sec): 3 clusters
  Score: Raw -867696.634962 + Penalty 2924.072824 = -864772.562138
  nChanged 119
		SP:Iteration 10Q (14966.350000 sec): 3 clusters
  Score: Raw -867731.394763 + Penalty 2924.072824 = -864807.321939
  nChanged 92
		SP:Iteration 11Q (14966.370000 sec): 3 clusters
  Score: Raw -867756.068153 + Penalty 2924.072824 = -864831.995329
  nChanged 81
		SP:Iteration 12Q (14966.390000 sec): 3 clusters
  Score: Raw -867774.563048 + Penalty 2924.072824 = -864850.490224
  nChanged 70
		SP:Iteration 13Q (14966.410000 sec): 3 clusters
  Score: Raw -867788.164623 + Penalty 2924.072824 = -864864.091799
  nChanged 54
		SP:Iteration 14Q (14966.430000 sec): 3 clusters
  Score: Raw -867798.078690 + Penalty 2924.072824 = -864874.005866
  nChanged 44
		SP:Iteration 15Q (14966.450000 sec): 3 clusters
  Score: Raw -867806.010906 + Penalty 2924.072824 = -864881.938082
  nChanged 46
		SP:Iteration 16Q (14966.470000 sec): 3 clusters
  Score: Raw -867813.313377 + Penalty 2924.072824 = -864889.240552
  nChanged 36
		SP:Iteration 17Q (14966.490000 sec): 3 clusters
  Score: Raw -867818.303574 + Penalty 2924.072824 = -864894.230749
  nChanged 23
		SP:Iteration 18Q (14966.510000 sec): 3 clusters
  Score: Raw -867821.802910 + Penalty 2924.072824 = -864897.730086
  nChanged 22
		SP:Iteration 19Q (14966.530000 sec): 3 clusters
  Score: Raw -867825.745620 + Penalty 2924.072824 = -864901.672795
  nChanged 17
		SP:Iteration 20F (14966.550000 sec): 3 clusters
  Score: Raw -867827.631324 + Penalty 2924.072824 = -864903.558500
  nChanged 15
		SP:Iteration 21Q (14966.560000 sec): 3 clusters
  Score: Raw -867829.735476 + Penalty 2924.072824 = -864905.662652
  nChanged 17
		SP:Iteration 22Q (14966.580000 sec): 3 clusters
  Score: Raw -867832.677476 + Penalty 2924.072824 = -864908.604651
  nChanged 18
		SP:Iteration 23Q (14966.600000 sec): 3 clusters
  Score: Raw -867835.305720 + Penalty 2924.072824 = -864911.232895
  nChanged 11
		SP:Iteration 24Q (14966.620000 sec): 3 clusters
  Score: Raw -867837.501135 + Penalty 2924.072824 = -864913.428311
  nChanged 18
		SP:Iteration 25Q (14966.640000 sec): 3 clusters
  Score: Raw -867839.741564 + Penalty 2924.072824 = -864915.668740
  nChanged 11
		SP:Iteration 26Q (14966.660000 sec): 3 clusters
  Score: Raw -867841.518213 + Penalty 2924.072824 = -864917.445389
  nChanged 8
		SP:Iteration 27Q (14966.680000 sec): 3 clusters
  Score: Raw -867842.493107 + Penalty 2924.072824 = -864918.420283
  nChanged 7
		SP:Iteration 28Q (14966.700000 sec): 3 clusters
  Score: Raw -867843.159005 + Penalty 2924.072824 = -864919.086181
  nChanged 4
		SP:Iteration 29Q (14966.720000 sec): 3 clusters
  Score: Raw -867843.610001 + Penalty 2924.072824 = -864919.537177
  nChanged 3
		SP:Iteration 30Q (14966.740000 sec): 3 clusters
  Score: Raw -867844.114404 + Penalty 2924.072824 = -864920.041579
  nChanged 4
		SP:Iteration 31Q (14966.760000 sec): 3 clusters
  Score: Raw -867844.710420 + Penalty 2924.072824 = -864920.637596
  nChanged 1
		SP:Iteration 32Q (14966.780000 sec): 3 clusters
  Score: Raw -867844.972183 + Penalty 2924.072824 = -864920.899359
  nChanged 1
		SP:Iteration 33Q (14966.800000 sec): 3 clusters
  Score: Raw -867845.062724 + Penalty 2924.072824 = -864920.989900
  nChanged 0
		SP:Iteration 34F (14966.820000 sec): 3 clusters
  Score: Raw -867845.062724 + Penalty 2924.072824 = -864920.989900
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14966.940000 sec): 2 clusters
  Score: Raw -4889168.896012 + Penalty 1727.158258 = -4887441.737754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14967.050000 sec): 3 clusters
  Score: Raw -4863142.397299 + Penalty 3454.316516 = -4859688.080782
  nChanged 19276
		SP:Iteration 1F (14967.160000 sec): 3 clusters
  Score: Raw -4874011.376476 + Penalty 3454.316516 = -4870557.059960
  nChanged 1630
		SP:Iteration 2Q (14967.270000 sec): 3 clusters
  Score: Raw -4874481.465958 + Penalty 3454.316516 = -4871027.149441
  nChanged 1653
		SP:Iteration 3Q (14967.380000 sec): 3 clusters
  Score: Raw -4875042.342733 + Penalty 3454.316516 = -4871588.026216
  nChanged 1844
		SP:Iteration 4Q (14967.500000 sec): 3 clusters
  Score: Raw -4875746.189887 + Penalty 3454.316516 = -4872291.873371
  nChanged 2071
		SP:Iteration 5F (14967.600000 sec): 3 clusters
  Score: Raw -4876636.987183 + Penalty 3454.316516 = -4873182.670667
  nChanged 2348
		SP:Iteration 6F (14967.720000 sec): 3 clusters
  Score: Raw -4877888.750150 + Penalty 3454.316516 = -4874434.433633
  nChanged 2678
		SP:Iteration 7F (14967.820000 sec): 3 clusters
  Score: Raw -4879558.404772 + Penalty 3454.316516 = -4876104.088256
  nChanged 2849
		SP:Iteration 8F (14967.940000 sec): 3 clusters
  Score: Raw -4881617.360816 + Penalty 3454.316516 = -4878163.044299
  nChanged 2725
		SP:Iteration 9F (14968.040000 sec): 3 clusters
  Score: Raw -4883803.123401 + Penalty 3454.316516 = -4880348.806884
  nChanged 2428
		SP:Iteration 10F (14968.160000 sec): 3 clusters
  Score: Raw -4885841.332227 + Penalty 3454.316516 = -4882387.015711
  nChanged 1863
		SP:Iteration 11Q (14968.260000 sec): 3 clusters
  Score: Raw -4887434.856585 + Penalty 3454.316516 = -4883980.540069
  nChanged 1151
		SP:Iteration 12Q (14968.370000 sec): 3 clusters
  Score: Raw -4888414.232402 + Penalty 3454.316516 = -4884959.915886
  nChanged 637
		SP:Iteration 13Q (14968.470000 sec): 3 clusters
  Score: Raw -4888980.962004 + Penalty 3454.316516 = -4885526.645487
  nChanged 322
		SP:Iteration 14Q (14968.560000 sec): 3 clusters
  Score: Raw -4889285.427168 + Penalty 3454.316516 = -4885831.110652
  nChanged 169
		SP:Iteration 15Q (14968.650000 sec): 3 clusters
  Score: Raw -4889465.323075 + Penalty 3454.316516 = -4886011.006559
  nChanged 78
		SP:Iteration 16Q (14968.730000 sec): 3 clusters
  Score: Raw -4889565.209328 + Penalty 3454.316516 = -4886110.892812
  nChanged 56
		SP:Iteration 17Q (14968.810000 sec): 3 clusters
  Score: Raw -4889642.799108 + Penalty 3454.316516 = -4886188.482591
  nChanged 47
		SP:Iteration 18Q (14968.880000 sec): 3 clusters
  Score: Raw -4889700.057855 + Penalty 3454.316516 = -4886245.741339
  nChanged 38
		SP:Iteration 19Q (14968.960000 sec): 3 clusters
  Score: Raw -4889737.813904 + Penalty 3454.316516 = -4886283.497387
  nChanged 27
		SP:Iteration 20F (14969.070000 sec): 3 clusters
  Score: Raw -4889771.701046 + Penalty 3454.316516 = -4886317.384530
  nChanged 25
		SP:Iteration 21Q (14969.140000 sec): 3 clusters
  Score: Raw -4889791.995264 + Penalty 3454.316516 = -4886337.678748
  nChanged 12
		SP:Iteration 22Q (14969.220000 sec): 3 clusters
  Score: Raw -4889804.893800 + Penalty 3454.316516 = -4886350.577284
  nChanged 10
		SP:Iteration 23Q (14969.290000 sec): 3 clusters
  Score: Raw -4889813.575503 + Penalty 3454.316516 = -4886359.258987
  nChanged 7
		SP:Iteration 24Q (14969.360000 sec): 3 clusters
  Score: Raw -4889818.840865 + Penalty 3454.316516 = -4886364.524349
  nChanged 5
		SP:Iteration 25Q (14969.440000 sec): 3 clusters
  Score: Raw -4889823.409216 + Penalty 3454.316516 = -4886369.092700
  nChanged 6
		SP:Iteration 26Q (14969.510000 sec): 3 clusters
  Score: Raw -4889830.264350 + Penalty 3454.316516 = -4886375.947834
  nChanged 4
		SP:Iteration 27Q (14969.580000 sec): 3 clusters
  Score: Raw -4889833.010560 + Penalty 3454.316516 = -4886378.694044
  nChanged 4
		SP:Iteration 28Q (14969.660000 sec): 3 clusters
  Score: Raw -4889835.119345 + Penalty 3454.316516 = -4886380.802828
  nChanged 2
		SP:Iteration 29Q (14969.730000 sec): 3 clusters
  Score: Raw -4889836.267982 + Penalty 3454.316516 = -4886381.951466
  nChanged 2
		SP:Iteration 30Q (14969.800000 sec): 3 clusters
  Score: Raw -4889837.552279 + Penalty 3454.316516 = -4886383.235762
  nChanged 2
		SP:Iteration 31Q (14969.880000 sec): 3 clusters
  Score: Raw -4889840.163673 + Penalty 3454.316516 = -4886385.847157
  nChanged 1
		SP:Iteration 32Q (14969.950000 sec): 3 clusters
  Score: Raw -4889840.233309 + Penalty 3454.316516 = -4886385.916793
  nChanged 0
		SP:Iteration 33F (14970.060000 sec): 3 clusters
  Score: Raw -4889840.233309 + Penalty 3454.316516 = -4886385.916793
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14970.090000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14970.100000 sec): 3 clusters
  Score: Raw -95436.853452 + Penalty 2187.192823 = -93249.660629
  nChanged 227
		SP:Iteration 1F (14970.100000 sec): 3 clusters
  Score: Raw -95639.906469 + Penalty 2187.192823 = -93452.713646
  nChanged 58
		SP:Iteration 2F (14970.100000 sec): 3 clusters
  Score: Raw -95708.636134 + Penalty 2187.192823 = -93521.443311
  nChanged 36
		SP:Iteration 3Q (14970.100000 sec): 3 clusters
  Score: Raw -95768.696753 + Penalty 2187.192823 = -93581.503930
  nChanged 29
		SP:Iteration 4Q (14970.100000 sec): 3 clusters
  Score: Raw -95816.126246 + Penalty 2187.192823 = -93628.933424
  nChanged 14
		SP:Iteration 5Q (14970.100000 sec): 3 clusters
  Score: Raw -95831.178729 + Penalty 2187.192823 = -93643.985906
  nChanged 6
		SP:Iteration 6Q (14970.110000 sec): 3 clusters
  Score: Raw -95836.447732 + Penalty 2187.192823 = -93649.254909
  nChanged 2
		SP:Iteration 7Q (14970.110000 sec): 3 clusters
  Score: Raw -95837.989713 + Penalty 2187.192823 = -93650.796891
  nChanged 2
		SP:Iteration 8Q (14970.110000 sec): 3 clusters
  Score: Raw -95838.887416 + Penalty 2187.192823 = -93651.694593
  nChanged 1
		SP:Iteration 9Q (14970.110000 sec): 3 clusters
  Score: Raw -95839.456624 + Penalty 2187.192823 = -93652.263801
  nChanged 0
		SP:Iteration 10F (14970.120000 sec): 3 clusters
  Score: Raw -95839.456624 + Penalty 2187.192823 = -93652.263801
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14970.120000 sec): 2 clusters
  Score: Raw -219548.869566 + Penalty 1219.999638 = -218328.869928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14970.130000 sec): 3 clusters
  Score: Raw -218790.817341 + Penalty 2439.999275 = -216350.818065
  nChanged 631
		SP:Iteration 1F (14970.140000 sec): 3 clusters
  Score: Raw -219174.439700 + Penalty 2439.999275 = -216734.440425
  nChanged 140
		SP:Iteration 2F (14970.140000 sec): 3 clusters
  Score: Raw -219264.363472 + Penalty 2439.999275 = -216824.364197
  nChanged 76
		SP:Iteration 3Q (14970.140000 sec): 3 clusters
  Score: Raw -219309.775577 + Penalty 2439.999275 = -216869.776302
  nChanged 54
		SP:Iteration 4Q (14970.150000 sec): 3 clusters
  Score: Raw -219340.001965 + Penalty 2439.999275 = -216900.002689
  nChanged 35
		SP:Iteration 5Q (14970.150000 sec): 3 clusters
  Score: Raw -219358.231219 + Penalty 2439.999275 = -216918.231943
  nChanged 28
		SP:Iteration 6Q (14970.160000 sec): 3 clusters
  Score: Raw -219375.591338 + Penalty 2439.999275 = -216935.592063
  nChanged 25
		SP:Iteration 7Q (14970.160000 sec): 3 clusters
  Score: Raw -219388.258313 + Penalty 2439.999275 = -216948.259038
  nChanged 14
		SP:Iteration 8Q (14970.170000 sec): 3 clusters
  Score: Raw -219395.334343 + Penalty 2439.999275 = -216955.335067
  nChanged 19
		SP:Iteration 9Q (14970.170000 sec): 3 clusters
  Score: Raw -219404.054390 + Penalty 2439.999275 = -216964.055115
  nChanged 17
		SP:Iteration 10Q (14970.180000 sec): 3 clusters
  Score: Raw -219413.993503 + Penalty 2439.999275 = -216973.994228
  nChanged 21
		SP:Iteration 11Q (14970.180000 sec): 3 clusters
  Score: Raw -219426.747629 + Penalty 2439.999275 = -216986.748354
  nChanged 20
		SP:Iteration 12Q (14970.180000 sec): 3 clusters
  Score: Raw -219438.093256 + Penalty 2439.999275 = -216998.093981
  nChanged 18
		SP:Iteration 13Q (14970.190000 sec): 3 clusters
  Score: Raw -219447.185975 + Penalty 2439.999275 = -217007.186700
  nChanged 16
		SP:Iteration 14Q (14970.190000 sec): 3 clusters
  Score: Raw -219454.175585 + Penalty 2439.999275 = -217014.176310
  nChanged 14
		SP:Iteration 15Q (14970.200000 sec): 3 clusters
  Score: Raw -219465.300338 + Penalty 2439.999275 = -217025.301063
  nChanged 19
		SP:Iteration 16Q (14970.200000 sec): 3 clusters
  Score: Raw -219475.244756 + Penalty 2439.999275 = -217035.245481
  nChanged 17
		SP:Iteration 17Q (14970.210000 sec): 3 clusters
  Score: Raw -219483.835113 + Penalty 2439.999275 = -217043.835838
  nChanged 19
		SP:Iteration 18Q (14970.210000 sec): 3 clusters
  Score: Raw -219495.910857 + Penalty 2439.999275 = -217055.911582
  nChanged 17
		SP:Iteration 19Q (14970.220000 sec): 3 clusters
  Score: Raw -219507.097920 + Penalty 2439.999275 = -217067.098645
  nChanged 18
		SP:Iteration 20F (14970.220000 sec): 3 clusters
  Score: Raw -219517.633909 + Penalty 2439.999275 = -217077.634634
  nChanged 16
		SP:Iteration 21Q (14970.220000 sec): 3 clusters
  Score: Raw -219527.975266 + Penalty 2439.999275 = -217087.975991
  nChanged 15
		SP:Iteration 22Q (14970.230000 sec): 3 clusters
  Score: Raw -219535.854678 + Penalty 2439.999275 = -217095.855403
  nChanged 13
		SP:Iteration 23Q (14970.240000 sec): 3 clusters
  Score: Raw -219543.055556 + Penalty 2439.999275 = -217103.056281
  nChanged 11
		SP:Iteration 24Q (14970.240000 sec): 3 clusters
  Score: Raw -219548.428236 + Penalty 2439.999275 = -217108.428961
  nChanged 11
		SP:Iteration 25Q (14970.240000 sec): 3 clusters
  Score: Raw -219555.455465 + Penalty 2439.999275 = -217115.456190
  nChanged 10
		SP:Iteration 26Q (14970.250000 sec): 3 clusters
  Score: Raw -219560.815455 + Penalty 2439.999275 = -217120.816180
  nChanged 8
		SP:Iteration 27Q (14970.250000 sec): 3 clusters
  Score: Raw -219564.155378 + Penalty 2439.999275 = -217124.156103
  nChanged 11
		SP:Iteration 28Q (14970.260000 sec): 3 clusters
  Score: Raw -219572.176737 + Penalty 2439.999275 = -217132.177462
  nChanged 13
		SP:Iteration 29Q (14970.260000 sec): 3 clusters
  Score: Raw -219578.288180 + Penalty 2439.999275 = -217138.288905
  nChanged 12
		SP:Iteration 30Q (14970.260000 sec): 3 clusters
  Score: Raw -219585.808650 + Penalty 2439.999275 = -217145.809374
  nChanged 13
		SP:Iteration 31Q (14970.270000 sec): 3 clusters
  Score: Raw -219591.835849 + Penalty 2439.999275 = -217151.836574
  nChanged 10
		SP:Iteration 32Q (14970.280000 sec): 3 clusters
  Score: Raw -219597.433318 + Penalty 2439.999275 = -217157.434042
  nChanged 9
		SP:Iteration 33Q (14970.280000 sec): 3 clusters
  Score: Raw -219601.937065 + Penalty 2439.999275 = -217161.937790
  nChanged 5
		SP:Iteration 34Q (14970.280000 sec): 3 clusters
  Score: Raw -219604.490950 + Penalty 2439.999275 = -217164.491675
  nChanged 6
		SP:Iteration 35Q (14970.290000 sec): 3 clusters
  Score: Raw -219606.833017 + Penalty 2439.999275 = -217166.833742
  nChanged 8
		SP:Iteration 36Q (14970.290000 sec): 3 clusters
  Score: Raw -219610.060768 + Penalty 2439.999275 = -217170.061492
  nChanged 9
		SP:Iteration 37Q (14970.300000 sec): 3 clusters
  Score: Raw -219614.404083 + Penalty 2439.999275 = -217174.404808
  nChanged 4
		SP:Iteration 38Q (14970.300000 sec): 3 clusters
  Score: Raw -219616.911688 + Penalty 2439.999275 = -217176.912413
  nChanged 7
		SP:Iteration 39Q (14970.310000 sec): 3 clusters
  Score: Raw -219621.326399 + Penalty 2439.999275 = -217181.327124
  nChanged 2
		SP:Iteration 40F (14970.310000 sec): 3 clusters
  Score: Raw -219622.250359 + Penalty 2439.999275 = -217182.251084
  nChanged 4
		SP:Iteration 41Q (14970.320000 sec): 3 clusters
  Score: Raw -219625.052847 + Penalty 2439.999275 = -217185.053572
  nChanged 4
		SP:Iteration 42Q (14970.320000 sec): 3 clusters
  Score: Raw -219627.212751 + Penalty 2439.999275 = -217187.213476
  nChanged 1
		SP:Iteration 43Q (14970.320000 sec): 3 clusters
  Score: Raw -219627.528853 + Penalty 2439.999275 = -217187.529578
  nChanged 2
		SP:Iteration 44Q (14970.330000 sec): 3 clusters
  Score: Raw -219628.679288 + Penalty 2439.999275 = -217188.680012
  nChanged 3
		SP:Iteration 45Q (14970.340000 sec): 3 clusters
  Score: Raw -219630.129144 + Penalty 2439.999275 = -217190.129868
  nChanged 1
		SP:Iteration 46Q (14970.340000 sec): 3 clusters
  Score: Raw -219631.274004 + Penalty 2439.999275 = -217191.274729
  nChanged 3
		SP:Iteration 47Q (14970.340000 sec): 3 clusters
  Score: Raw -219633.373183 + Penalty 2439.999275 = -217193.373908
  nChanged 3
		SP:Iteration 48Q (14970.350000 sec): 3 clusters
  Score: Raw -219634.880575 + Penalty 2439.999275 = -217194.881300
  nChanged 0
		SP:Iteration 49F (14970.350000 sec): 3 clusters
  Score: Raw -219634.880575 + Penalty 2439.999275 = -217194.881300
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14970.450000 sec): 2 clusters
  Score: Raw -2882016.899330 + Penalty 1642.022448 = -2880374.876882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14970.510000 sec): 3 clusters
  Score: Raw -2866937.759507 + Penalty 3284.044896 = -2863653.714612
  nChanged 11202
		SP:Iteration 1F (14970.580000 sec): 3 clusters
  Score: Raw -2873133.976071 + Penalty 3284.044896 = -2869849.931176
  nChanged 1226
		SP:Iteration 2F (14970.640000 sec): 3 clusters
  Score: Raw -2873616.347220 + Penalty 3284.044896 = -2870332.302325
  nChanged 1347
		SP:Iteration 3F (14970.700000 sec): 3 clusters
  Score: Raw -2874240.620562 + Penalty 3284.044896 = -2870956.575666
  nChanged 1547
		SP:Iteration 4F (14970.770000 sec): 3 clusters
  Score: Raw -2875093.790199 + Penalty 3284.044896 = -2871809.745303
  nChanged 1730
		SP:Iteration 5F (14970.830000 sec): 3 clusters
  Score: Raw -2876261.425023 + Penalty 3284.044896 = -2872977.380127
  nChanged 1885
		SP:Iteration 6F (14970.890000 sec): 3 clusters
  Score: Raw -2877727.278523 + Penalty 3284.044896 = -2874443.233628
  nChanged 1677
		SP:Iteration 7F (14970.950000 sec): 3 clusters
  Score: Raw -2879100.372987 + Penalty 3284.044896 = -2875816.328091
  nChanged 1369
		SP:Iteration 8F (14971.020000 sec): 3 clusters
  Score: Raw -2880282.131323 + Penalty 3284.044896 = -2876998.086427
  nChanged 947
		SP:Iteration 9Q (14971.080000 sec): 3 clusters
  Score: Raw -2881099.104092 + Penalty 3284.044896 = -2877815.059196
  nChanged 559
		SP:Iteration 10Q (14971.140000 sec): 3 clusters
  Score: Raw -2881607.063759 + Penalty 3284.044896 = -2878323.018863
  nChanged 303
		SP:Iteration 11Q (14971.200000 sec): 3 clusters
  Score: Raw -2881886.434332 + Penalty 3284.044896 = -2878602.389436
  nChanged 173
		SP:Iteration 12Q (14971.260000 sec): 3 clusters
  Score: Raw -2882059.793211 + Penalty 3284.044896 = -2878775.748316
  nChanged 69
		SP:Iteration 13Q (14971.310000 sec): 3 clusters
  Score: Raw -2882127.236219 + Penalty 3284.044896 = -2878843.191324
  nChanged 30
		SP:Iteration 14Q (14971.360000 sec): 3 clusters
  Score: Raw -2882161.707530 + Penalty 3284.044896 = -2878877.662635
  nChanged 21
		SP:Iteration 15Q (14971.410000 sec): 3 clusters
  Score: Raw -2882181.952883 + Penalty 3284.044896 = -2878897.907987
  nChanged 16
		SP:Iteration 16Q (14971.460000 sec): 3 clusters
  Score: Raw -2882199.927297 + Penalty 3284.044896 = -2878915.882401
  nChanged 16
		SP:Iteration 17Q (14971.500000 sec): 3 clusters
  Score: Raw -2882219.822587 + Penalty 3284.044896 = -2878935.777691
  nChanged 10
		SP:Iteration 18Q (14971.550000 sec): 3 clusters
  Score: Raw -2882231.982742 + Penalty 3284.044896 = -2878947.937846
  nChanged 7
		SP:Iteration 19Q (14971.600000 sec): 3 clusters
  Score: Raw -2882239.317429 + Penalty 3284.044896 = -2878955.272533
  nChanged 4
		SP:Iteration 20F (14971.660000 sec): 3 clusters
  Score: Raw -2882245.745103 + Penalty 3284.044896 = -2878961.700207
  nChanged 3
		SP:Iteration 21Q (14971.700000 sec): 3 clusters
  Score: Raw -2882249.593035 + Penalty 3284.044896 = -2878965.548139
  nChanged 3
		SP:Iteration 22Q (14971.750000 sec): 3 clusters
  Score: Raw -2882251.854108 + Penalty 3284.044896 = -2878967.809212
  nChanged 0
		SP:Iteration 23F (14971.810000 sec): 3 clusters
  Score: Raw -2882251.854108 + Penalty 3284.044896 = -2878967.809212
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14971.910000 sec): 2 clusters
  Score: Raw -4137612.853647 + Penalty 1701.641214 = -4135911.212432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14972.000000 sec): 3 clusters
  Score: Raw -4115486.935350 + Penalty 3403.282429 = -4112083.652922
  nChanged 16458
		SP:Iteration 1F (14972.100000 sec): 3 clusters
  Score: Raw -4125021.446788 + Penalty 3403.282429 = -4121618.164359
  nChanged 1551
		SP:Iteration 2Q (14972.200000 sec): 3 clusters
  Score: Raw -4125511.993847 + Penalty 3403.282429 = -4122108.711418
  nChanged 1475
		SP:Iteration 3Q (14972.290000 sec): 3 clusters
  Score: Raw -4126031.359955 + Penalty 3403.282429 = -4122628.077526
  nChanged 1503
		SP:Iteration 4Q (14972.380000 sec): 3 clusters
  Score: Raw -4126627.828993 + Penalty 3403.282429 = -4123224.546564
  nChanged 1580
		SP:Iteration 5Q (14972.480000 sec): 3 clusters
  Score: Raw -4127321.550690 + Penalty 3403.282429 = -4123918.268261
  nChanged 1598
		SP:Iteration 6Q (14972.570000 sec): 3 clusters
  Score: Raw -4128086.673425 + Penalty 3403.282429 = -4124683.390996
  nChanged 1633
		SP:Iteration 7Q (14972.670000 sec): 3 clusters
  Score: Raw -4128919.430856 + Penalty 3403.282429 = -4125516.148427
  nChanged 1573
		SP:Iteration 8Q (14972.760000 sec): 3 clusters
  Score: Raw -4129719.660001 + Penalty 3403.282429 = -4126316.377572
  nChanged 1536
		SP:Iteration 9Q (14972.850000 sec): 3 clusters
  Score: Raw -4130508.985657 + Penalty 3403.282429 = -4127105.703228
  nChanged 1451
		SP:Iteration 10Q (14972.940000 sec): 3 clusters
  Score: Raw -4131271.236248 + Penalty 3403.282429 = -4127867.953819
  nChanged 1409
		SP:Iteration 11Q (14973.040000 sec): 3 clusters
  Score: Raw -4132017.628421 + Penalty 3403.282429 = -4128614.345993
  nChanged 1320
		SP:Iteration 12Q (14973.130000 sec): 3 clusters
  Score: Raw -4132740.490371 + Penalty 3403.282429 = -4129337.207942
  nChanged 1305
		SP:Iteration 13Q (14973.220000 sec): 3 clusters
  Score: Raw -4133474.312331 + Penalty 3403.282429 = -4130071.029902
  nChanged 1299
		SP:Iteration 14Q (14973.300000 sec): 3 clusters
  Score: Raw -4134219.696953 + Penalty 3403.282429 = -4130816.414524
  nChanged 1259
		SP:Iteration 15Q (14973.390000 sec): 3 clusters
  Score: Raw -4134961.488362 + Penalty 3403.282429 = -4131558.205933
  nChanged 1141
		SP:Iteration 16Q (14973.480000 sec): 3 clusters
  Score: Raw -4135618.939309 + Penalty 3403.282429 = -4132215.656880
  nChanged 988
		SP:Iteration 17Q (14973.560000 sec): 3 clusters
  Score: Raw -4136171.930375 + Penalty 3403.282429 = -4132768.647947
  nChanged 848
		SP:Iteration 18Q (14973.640000 sec): 3 clusters
  Score: Raw -4136641.053632 + Penalty 3403.282429 = -4133237.771203
  nChanged 697
		SP:Iteration 19Q (14973.720000 sec): 3 clusters
  Score: Raw -4137017.216419 + Penalty 3403.282429 = -4133613.933990
  nChanged 506
		SP:Iteration 20F (14973.810000 sec): 3 clusters
  Score: Raw -4137261.191764 + Penalty 3403.282429 = -4133857.909335
  nChanged 376
		SP:Iteration 21Q (14973.890000 sec): 3 clusters
  Score: Raw -4137433.877376 + Penalty 3403.282429 = -4134030.594947
  nChanged 272
		SP:Iteration 22Q (14973.960000 sec): 3 clusters
  Score: Raw -4137555.240842 + Penalty 3403.282429 = -4134151.958413
  nChanged 202
		SP:Iteration 23Q (14974.030000 sec): 3 clusters
  Score: Raw -4137649.404326 + Penalty 3403.282429 = -4134246.121897
  nChanged 160
		SP:Iteration 24Q (14974.100000 sec): 3 clusters
  Score: Raw -4137720.925938 + Penalty 3403.282429 = -4134317.643509
  nChanged 122
		SP:Iteration 25Q (14974.180000 sec): 3 clusters
  Score: Raw -4137781.581829 + Penalty 3403.282429 = -4134378.299400
  nChanged 102
		SP:Iteration 26Q (14974.250000 sec): 3 clusters
  Score: Raw -4137826.722318 + Penalty 3403.282429 = -4134423.439890
  nChanged 62
		SP:Iteration 27Q (14974.320000 sec): 3 clusters
  Score: Raw -4137855.766120 + Penalty 3403.282429 = -4134452.483691
  nChanged 54
		SP:Iteration 28Q (14974.390000 sec): 3 clusters
  Score: Raw -4137876.197377 + Penalty 3403.282429 = -4134472.914948
  nChanged 45
		SP:Iteration 29Q (14974.460000 sec): 3 clusters
  Score: Raw -4137896.159094 + Penalty 3403.282429 = -4134492.876665
  nChanged 38
		SP:Iteration 30Q (14974.530000 sec): 3 clusters
  Score: Raw -4137911.112389 + Penalty 3403.282429 = -4134507.829960
  nChanged 27
		SP:Iteration 31Q (14974.600000 sec): 3 clusters
  Score: Raw -4137921.648965 + Penalty 3403.282429 = -4134518.366536
  nChanged 19
		SP:Iteration 32Q (14974.670000 sec): 3 clusters
  Score: Raw -4137927.395844 + Penalty 3403.282429 = -4134524.113415
  nChanged 15
		SP:Iteration 33Q (14974.740000 sec): 3 clusters
  Score: Raw -4137933.018410 + Penalty 3403.282429 = -4134529.735981
  nChanged 17
		SP:Iteration 34Q (14974.810000 sec): 3 clusters
  Score: Raw -4137940.309678 + Penalty 3403.282429 = -4134537.027249
  nChanged 18
		SP:Iteration 35Q (14974.880000 sec): 3 clusters
  Score: Raw -4137947.237536 + Penalty 3403.282429 = -4134543.955108
  nChanged 24
		SP:Iteration 36Q (14974.940000 sec): 3 clusters
  Score: Raw -4137954.526929 + Penalty 3403.282429 = -4134551.244500
  nChanged 21
		SP:Iteration 37Q (14975.010000 sec): 3 clusters
  Score: Raw -4137961.841530 + Penalty 3403.282429 = -4134558.559101
  nChanged 21
		SP:Iteration 38Q (14975.080000 sec): 3 clusters
  Score: Raw -4137968.368424 + Penalty 3403.282429 = -4134565.085995
  nChanged 15
		SP:Iteration 39Q (14975.150000 sec): 3 clusters
  Score: Raw -4137972.910161 + Penalty 3403.282429 = -4134569.627732
  nChanged 10
		SP:Iteration 40F (14975.240000 sec): 3 clusters
  Score: Raw -4137975.938934 + Penalty 3403.282429 = -4134572.656505
  nChanged 11
		SP:Iteration 41Q (14975.310000 sec): 3 clusters
  Score: Raw -4137979.875411 + Penalty 3403.282429 = -4134576.592983
  nChanged 9
		SP:Iteration 42Q (14975.380000 sec): 3 clusters
  Score: Raw -4137983.086520 + Penalty 3403.282429 = -4134579.804091
  nChanged 11
		SP:Iteration 43Q (14975.440000 sec): 3 clusters
  Score: Raw -4137987.666479 + Penalty 3403.282429 = -4134584.384050
  nChanged 10
		SP:Iteration 44Q (14975.510000 sec): 3 clusters
  Score: Raw -4137992.196384 + Penalty 3403.282429 = -4134588.913955
  nChanged 6
		SP:Iteration 45Q (14975.580000 sec): 3 clusters
  Score: Raw -4137993.922976 + Penalty 3403.282429 = -4134590.640547
  nChanged 5
		SP:Iteration 46Q (14975.640000 sec): 3 clusters
  Score: Raw -4137995.006944 + Penalty 3403.282429 = -4134591.724515
  nChanged 1
		SP:Iteration 47Q (14975.710000 sec): 3 clusters
  Score: Raw -4137995.224295 + Penalty 3403.282429 = -4134591.941866
  nChanged 2
		SP:Iteration 48Q (14975.780000 sec): 3 clusters
  Score: Raw -4137995.746283 + Penalty 3403.282429 = -4134592.463854
  nChanged 0
		SP:Iteration 49F (14975.870000 sec): 3 clusters
  Score: Raw -4137995.746283 + Penalty 3403.282429 = -4134592.463854
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (138038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14976.280000 sec): 2 clusters
  Score: Raw -16109988.378855 + Penalty 1923.233697 = -16108065.145158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14976.660000 sec): 3 clusters
  Score: Raw -16019863.870008 + Penalty 3846.467394 = -16016017.402615
  nChanged 66201
		SP:Iteration 1F (14977.030000 sec): 3 clusters
  Score: Raw -16059523.299757 + Penalty 3846.467394 = -16055676.832363
  nChanged 5144
		SP:Iteration 2Q (14977.410000 sec): 3 clusters
  Score: Raw -16061088.876371 + Penalty 3846.467394 = -16057242.408977
  nChanged 5812
		SP:Iteration 3Q (14977.790000 sec): 3 clusters
  Score: Raw -16063097.562818 + Penalty 3846.467394 = -16059251.095424
  nChanged 6584
		SP:Iteration 4Q (14978.160000 sec): 3 clusters
  Score: Raw -16065681.900448 + Penalty 3846.467394 = -16061835.433054
  nChanged 7274
		SP:Iteration 5F (14978.540000 sec): 3 clusters
  Score: Raw -16068778.590286 + Penalty 3846.467394 = -16064932.122892
  nChanged 7505
		SP:Iteration 6F (14978.910000 sec): 3 clusters
  Score: Raw -16072089.020971 + Penalty 3846.467394 = -16068242.553577
  nChanged 7252
		SP:Iteration 7F (14979.280000 sec): 3 clusters
  Score: Raw -16075323.481170 + Penalty 3846.467394 = -16071477.013776
  nChanged 6798
		SP:Iteration 8Q (14979.660000 sec): 3 clusters
  Score: Raw -16078520.759728 + Penalty 3846.467394 = -16074674.292334
  nChanged 6446
		SP:Iteration 9Q (14980.040000 sec): 3 clusters
  Score: Raw -16081833.097163 + Penalty 3846.467394 = -16077986.629770
  nChanged 6427
		SP:Iteration 10Q (14980.420000 sec): 3 clusters
  Score: Raw -16085669.375135 + Penalty 3846.467394 = -16081822.907741
  nChanged 6367
		SP:Iteration 11Q (14980.790000 sec): 3 clusters
  Score: Raw -16089941.315232 + Penalty 3846.467394 = -16086094.847838
  nChanged 6128
		SP:Iteration 12Q (14981.160000 sec): 3 clusters
  Score: Raw -16094503.987238 + Penalty 3846.467394 = -16090657.519844
  nChanged 5322
		SP:Iteration 13Q (14981.520000 sec): 3 clusters
  Score: Raw -16098673.536102 + Penalty 3846.467394 = -16094827.068708
  nChanged 4144
		SP:Iteration 14Q (14981.850000 sec): 3 clusters
  Score: Raw -16101899.224816 + Penalty 3846.467394 = -16098052.757422
  nChanged 3127
		SP:Iteration 15Q (14982.170000 sec): 3 clusters
  Score: Raw -16104311.553204 + Penalty 3846.467394 = -16100465.085810
  nChanged 2329
		SP:Iteration 16Q (14982.470000 sec): 3 clusters
  Score: Raw -16106031.399540 + Penalty 3846.467394 = -16102184.932146
  nChanged 1678
		SP:Iteration 17Q (14982.760000 sec): 3 clusters
  Score: Raw -16107216.788266 + Penalty 3846.467394 = -16103370.320873
  nChanged 1220
		SP:Iteration 18Q (14983.040000 sec): 3 clusters
  Score: Raw -16108019.999597 + Penalty 3846.467394 = -16104173.532203
  nChanged 936
		SP:Iteration 19Q (14983.310000 sec): 3 clusters
  Score: Raw -16108605.460878 + Penalty 3846.467394 = -16104758.993485
  nChanged 697
		SP:Iteration 20F (14983.680000 sec): 3 clusters
  Score: Raw -16109007.820114 + Penalty 3846.467394 = -16105161.352720
  nChanged 496
		SP:Iteration 21Q (14983.940000 sec): 3 clusters
  Score: Raw -16109299.797866 + Penalty 3846.467394 = -16105453.330472
  nChanged 383
		SP:Iteration 22Q (14984.200000 sec): 3 clusters
  Score: Raw -16109523.018615 + Penalty 3846.467394 = -16105676.551221
  nChanged 300
		SP:Iteration 23Q (14984.470000 sec): 3 clusters
  Score: Raw -16109687.085112 + Penalty 3846.467394 = -16105840.617718
  nChanged 226
		SP:Iteration 24Q (14984.740000 sec): 3 clusters
  Score: Raw -16109810.635615 + Penalty 3846.467394 = -16105964.168221
  nChanged 192
		SP:Iteration 25Q (14984.990000 sec): 3 clusters
  Score: Raw -16109920.909151 + Penalty 3846.467394 = -16106074.441757
  nChanged 147
		SP:Iteration 26Q (14985.250000 sec): 3 clusters
  Score: Raw -16110008.501221 + Penalty 3846.467394 = -16106162.033828
  nChanged 115
		SP:Iteration 27Q (14985.510000 sec): 3 clusters
  Score: Raw -16110071.785141 + Penalty 3846.467394 = -16106225.317747
  nChanged 84
		SP:Iteration 28Q (14985.770000 sec): 3 clusters
  Score: Raw -16110125.587890 + Penalty 3846.467394 = -16106279.120497
  nChanged 71
		SP:Iteration 29Q (14986.040000 sec): 3 clusters
  Score: Raw -16110173.450000 + Penalty 3846.467394 = -16106326.982606
  nChanged 50
		SP:Iteration 30Q (14986.300000 sec): 3 clusters
  Score: Raw -16110202.109763 + Penalty 3846.467394 = -16106355.642369
  nChanged 43
		SP:Iteration 31Q (14986.550000 sec): 3 clusters
  Score: Raw -16110230.396750 + Penalty 3846.467394 = -16106383.929356
  nChanged 36
		SP:Iteration 32Q (14986.800000 sec): 3 clusters
  Score: Raw -16110249.170119 + Penalty 3846.467394 = -16106402.702726
  nChanged 24
		SP:Iteration 33Q (14987.060000 sec): 3 clusters
  Score: Raw -16110262.982580 + Penalty 3846.467394 = -16106416.515186
  nChanged 21
		SP:Iteration 34Q (14987.320000 sec): 3 clusters
  Score: Raw -16110277.290737 + Penalty 3846.467394 = -16106430.823343
  nChanged 23
		SP:Iteration 35Q (14987.580000 sec): 3 clusters
  Score: Raw -16110290.959899 + Penalty 3846.467394 = -16106444.492505
  nChanged 14
		SP:Iteration 36Q (14987.830000 sec): 3 clusters
  Score: Raw -16110299.142412 + Penalty 3846.467394 = -16106452.675018
  nChanged 11
		SP:Iteration 37Q (14988.080000 sec): 3 clusters
  Score: Raw -16110303.401223 + Penalty 3846.467394 = -16106456.933829
  nChanged 9
		SP:Iteration 38Q (14988.340000 sec): 3 clusters
  Score: Raw -16110308.019174 + Penalty 3846.467394 = -16106461.551780
  nChanged 5
		SP:Iteration 39Q (14988.600000 sec): 3 clusters
  Score: Raw -16110309.943416 + Penalty 3846.467394 = -16106463.476022
  nChanged 3
		SP:Iteration 40F (14988.960000 sec): 3 clusters
  Score: Raw -16110312.297472 + Penalty 3846.467394 = -16106465.830078
  nChanged 2
		SP:Iteration 41Q (14989.220000 sec): 3 clusters
  Score: Raw -16110313.264411 + Penalty 3846.467394 = -16106466.797018
  nChanged 1
		SP:Iteration 42Q (14989.480000 sec): 3 clusters
  Score: Raw -16110313.535067 + Penalty 3846.467394 = -16106467.067673
  nChanged 0
		SP:Iteration 43F (14989.840000 sec): 3 clusters
  Score: Raw -16110313.535067 + Penalty 3846.467394 = -16106467.067673
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (2476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14989.920000 sec): 2 clusters
  Score: Raw -235132.388461 + Penalty 1269.839940 = -233862.548520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14989.920000 sec): 3 clusters
  Score: Raw -234013.250887 + Penalty 2539.679881 = -231473.571006
  nChanged 918
		SP:Iteration 1F (14989.930000 sec): 3 clusters
  Score: Raw -234733.577504 + Penalty 2539.679881 = -232193.897623
  nChanged 258
		SP:Iteration 2F (14989.940000 sec): 3 clusters
  Score: Raw -235014.326171 + Penalty 2539.679881 = -232474.646290
  nChanged 184
		SP:Iteration 3F (14989.940000 sec): 3 clusters
  Score: Raw -235213.083217 + Penalty 2539.679881 = -232673.403336
  nChanged 155
		SP:Iteration 4F (14989.950000 sec): 3 clusters
  Score: Raw -235379.001750 + Penalty 2539.679881 = -232839.321869
  nChanged 112
		SP:Iteration 5Q (14989.960000 sec): 3 clusters
  Score: Raw -235492.539042 + Penalty 2539.679881 = -232952.859161
  nChanged 86
		SP:Iteration 6Q (14989.960000 sec): 3 clusters
  Score: Raw -235557.431737 + Penalty 2539.679881 = -233017.751856
  nChanged 67
		SP:Iteration 7Q (14989.970000 sec): 3 clusters
  Score: Raw -235607.005983 + Penalty 2539.679881 = -233067.326103
  nChanged 59
		SP:Iteration 8Q (14989.970000 sec): 3 clusters
  Score: Raw -235649.188042 + Penalty 2539.679881 = -233109.508161
  nChanged 48
		SP:Iteration 9Q (14989.980000 sec): 3 clusters
  Score: Raw -235687.430191 + Penalty 2539.679881 = -233147.750310
  nChanged 42
		SP:Iteration 10Q (14989.980000 sec): 3 clusters
  Score: Raw -235726.305458 + Penalty 2539.679881 = -233186.625577
  nChanged 40
		SP:Iteration 11Q (14989.990000 sec): 3 clusters
  Score: Raw -235748.505410 + Penalty 2539.679881 = -233208.825529
  nChanged 21
		SP:Iteration 12Q (14990.000000 sec): 3 clusters
  Score: Raw -235758.248786 + Penalty 2539.679881 = -233218.568905
  nChanged 17
		SP:Iteration 13Q (14990.000000 sec): 3 clusters
  Score: Raw -235765.688341 + Penalty 2539.679881 = -233226.008460
  nChanged 10
		SP:Iteration 14Q (14990.010000 sec): 3 clusters
  Score: Raw -235769.361657 + Penalty 2539.679881 = -233229.681776
  nChanged 5
		SP:Iteration 15Q (14990.010000 sec): 3 clusters
  Score: Raw -235771.077212 + Penalty 2539.679881 = -233231.397331
  nChanged 3
		SP:Iteration 16Q (14990.020000 sec): 3 clusters
  Score: Raw -235771.838522 + Penalty 2539.679881 = -233232.158641
  nChanged 3
		SP:Iteration 17Q (14990.020000 sec): 3 clusters
  Score: Raw -235772.334424 + Penalty 2539.679881 = -233232.654543
  nChanged 0
		SP:Iteration 18F (14990.030000 sec): 3 clusters
  Score: Raw -235772.334424 + Penalty 2539.679881 = -233232.654543
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14990.040000 sec): 2 clusters
  Score: Raw -172618.889855 + Penalty 1199.595209 = -171419.294645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14990.040000 sec): 3 clusters
  Score: Raw -172008.910093 + Penalty 2399.190419 = -169609.719674
  nChanged 533
		SP:Iteration 1F (14990.050000 sec): 3 clusters
  Score: Raw -172386.968006 + Penalty 2399.190419 = -169987.777587
  nChanged 129
		SP:Iteration 2F (14990.050000 sec): 3 clusters
  Score: Raw -172503.002899 + Penalty 2399.190419 = -170103.812480
  nChanged 70
		SP:Iteration 3Q (14990.060000 sec): 3 clusters
  Score: Raw -172566.928966 + Penalty 2399.190419 = -170167.738547
  nChanged 63
		SP:Iteration 4Q (14990.060000 sec): 3 clusters
  Score: Raw -172628.952466 + Penalty 2399.190419 = -170229.762047
  nChanged 58
		SP:Iteration 5Q (14990.060000 sec): 3 clusters
  Score: Raw -172689.681159 + Penalty 2399.190419 = -170290.490740
  nChanged 56
		SP:Iteration 6Q (14990.070000 sec): 3 clusters
  Score: Raw -172751.929660 + Penalty 2399.190419 = -170352.739241
  nChanged 45
		SP:Iteration 7Q (14990.070000 sec): 3 clusters
  Score: Raw -172803.101419 + Penalty 2399.190419 = -170403.911000
  nChanged 48
		SP:Iteration 8Q (14990.080000 sec): 3 clusters
  Score: Raw -172872.420684 + Penalty 2399.190419 = -170473.230266
  nChanged 57
		SP:Iteration 9Q (14990.080000 sec): 3 clusters
  Score: Raw -172938.030709 + Penalty 2399.190419 = -170538.840290
  nChanged 49
		SP:Iteration 10Q (14990.080000 sec): 3 clusters
  Score: Raw -172986.841122 + Penalty 2399.190419 = -170587.650703
  nChanged 36
		SP:Iteration 11Q (14990.090000 sec): 3 clusters
  Score: Raw -173026.489129 + Penalty 2399.190419 = -170627.298710
  nChanged 32
		SP:Iteration 12Q (14990.090000 sec): 3 clusters
  Score: Raw -173053.375678 + Penalty 2399.190419 = -170654.185259
  nChanged 21
		SP:Iteration 13Q (14990.100000 sec): 3 clusters
  Score: Raw -173069.935344 + Penalty 2399.190419 = -170670.744926
  nChanged 18
		SP:Iteration 14Q (14990.100000 sec): 3 clusters
  Score: Raw -173094.060338 + Penalty 2399.190419 = -170694.869919
  nChanged 25
		SP:Iteration 15Q (14990.100000 sec): 3 clusters
  Score: Raw -173113.703324 + Penalty 2399.190419 = -170714.512905
  nChanged 17
		SP:Iteration 16Q (14990.100000 sec): 3 clusters
  Score: Raw -173129.206350 + Penalty 2399.190419 = -170730.015931
  nChanged 12
		SP:Iteration 17Q (14990.110000 sec): 3 clusters
  Score: Raw -173135.278694 + Penalty 2399.190419 = -170736.088276
  nChanged 10
		SP:Iteration 18Q (14990.110000 sec): 3 clusters
  Score: Raw -173146.202025 + Penalty 2399.190419 = -170747.011607
  nChanged 13
		SP:Iteration 19Q (14990.120000 sec): 3 clusters
  Score: Raw -173159.451686 + Penalty 2399.190419 = -170760.261267
  nChanged 12
		SP:Iteration 20F (14990.120000 sec): 3 clusters
  Score: Raw -173167.055508 + Penalty 2399.190419 = -170767.865089
  nChanged 9
		SP:Iteration 21Q (14990.120000 sec): 3 clusters
  Score: Raw -173174.127603 + Penalty 2399.190419 = -170774.937184
  nChanged 10
		SP:Iteration 22Q (14990.130000 sec): 3 clusters
  Score: Raw -173180.042433 + Penalty 2399.190419 = -170780.852014
  nChanged 8
		SP:Iteration 23Q (14990.130000 sec): 3 clusters
  Score: Raw -173184.412960 + Penalty 2399.190419 = -170785.222541
  nChanged 1
		SP:Iteration 24Q (14990.140000 sec): 3 clusters
  Score: Raw -173184.538656 + Penalty 2399.190419 = -170785.348237
  nChanged 1
		SP:Iteration 25Q (14990.140000 sec): 3 clusters
  Score: Raw -173184.836457 + Penalty 2399.190419 = -170785.646038
  nChanged 3
		SP:Iteration 26Q (14990.140000 sec): 3 clusters
  Score: Raw -173185.851969 + Penalty 2399.190419 = -170786.661550
  nChanged 3
		SP:Iteration 27Q (14990.140000 sec): 3 clusters
  Score: Raw -173186.658179 + Penalty 2399.190419 = -170787.467760
  nChanged 1
		SP:Iteration 28Q (14990.150000 sec): 3 clusters
  Score: Raw -173187.000559 + Penalty 2399.190419 = -170787.810140
  nChanged 1
		SP:Iteration 29Q (14990.150000 sec): 3 clusters
  Score: Raw -173187.179894 + Penalty 2399.190419 = -170787.989475
  nChanged 1
		SP:Iteration 30Q (14990.160000 sec): 3 clusters
  Score: Raw -173187.975845 + Penalty 2399.190419 = -170788.785426
  nChanged 0
		SP:Iteration 31F (14990.160000 sec): 3 clusters
  Score: Raw -173187.975845 + Penalty 2399.190419 = -170788.785426
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14990.180000 sec): 2 clusters
  Score: Raw -721732.426706 + Penalty 1425.775585 = -720306.651121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14990.200000 sec): 3 clusters
  Score: Raw -718293.777503 + Penalty 2851.551170 = -715442.226333
  nChanged 2667
		SP:Iteration 1F (14990.220000 sec): 3 clusters
  Score: Raw -719725.710139 + Penalty 2851.551170 = -716874.158969
  nChanged 429
		SP:Iteration 2F (14990.230000 sec): 3 clusters
  Score: Raw -719958.574629 + Penalty 2851.551170 = -717107.023459
  nChanged 359
		SP:Iteration 3F (14990.250000 sec): 3 clusters
  Score: Raw -720147.782248 + Penalty 2851.551170 = -717296.231078
  nChanged 326
		SP:Iteration 4F (14990.260000 sec): 3 clusters
  Score: Raw -720317.858407 + Penalty 2851.551170 = -717466.307237
  nChanged 297
		SP:Iteration 5Q (14990.280000 sec): 3 clusters
  Score: Raw -720487.519733 + Penalty 2851.551170 = -717635.968563
  nChanged 291
		SP:Iteration 6Q (14990.300000 sec): 3 clusters
  Score: Raw -720660.417198 + Penalty 2851.551170 = -717808.866028
  nChanged 278
		SP:Iteration 7Q (14990.310000 sec): 3 clusters
  Score: Raw -720822.554004 + Penalty 2851.551170 = -717971.002834
  nChanged 229
		SP:Iteration 8Q (14990.330000 sec): 3 clusters
  Score: Raw -720979.119032 + Penalty 2851.551170 = -718127.567862
  nChanged 233
		SP:Iteration 9Q (14990.340000 sec): 3 clusters
  Score: Raw -721129.666794 + Penalty 2851.551170 = -718278.115624
  nChanged 219
		SP:Iteration 10Q (14990.360000 sec): 3 clusters
  Score: Raw -721271.351470 + Penalty 2851.551170 = -718419.800300
  nChanged 204
		SP:Iteration 11Q (14990.380000 sec): 3 clusters
  Score: Raw -721405.186207 + Penalty 2851.551170 = -718553.635037
  nChanged 176
		SP:Iteration 12Q (14990.390000 sec): 3 clusters
  Score: Raw -721536.243829 + Penalty 2851.551170 = -718684.692659
  nChanged 150
		SP:Iteration 13Q (14990.410000 sec): 3 clusters
  Score: Raw -721649.466270 + Penalty 2851.551170 = -718797.915100
  nChanged 117
		SP:Iteration 14Q (14990.420000 sec): 3 clusters
  Score: Raw -721727.578575 + Penalty 2851.551170 = -718876.027405
  nChanged 89
		SP:Iteration 15Q (14990.440000 sec): 3 clusters
  Score: Raw -721787.488456 + Penalty 2851.551170 = -718935.937286
  nChanged 70
		SP:Iteration 16Q (14990.450000 sec): 3 clusters
  Score: Raw -721835.525374 + Penalty 2851.551170 = -718983.974204
  nChanged 59
		SP:Iteration 17Q (14990.460000 sec): 3 clusters
  Score: Raw -721881.602046 + Penalty 2851.551170 = -719030.050876
  nChanged 55
		SP:Iteration 18Q (14990.480000 sec): 3 clusters
  Score: Raw -721928.720999 + Penalty 2851.551170 = -719077.169829
  nChanged 37
		SP:Iteration 19Q (14990.490000 sec): 3 clusters
  Score: Raw -721956.620398 + Penalty 2851.551170 = -719105.069228
  nChanged 30
		SP:Iteration 20F (14990.510000 sec): 3 clusters
  Score: Raw -721981.262111 + Penalty 2851.551170 = -719129.710941
  nChanged 30
		SP:Iteration 21Q (14990.520000 sec): 3 clusters
  Score: Raw -722003.919571 + Penalty 2851.551170 = -719152.368401
  nChanged 26
		SP:Iteration 22Q (14990.540000 sec): 3 clusters
  Score: Raw -722019.625590 + Penalty 2851.551170 = -719168.074420
  nChanged 27
		SP:Iteration 23Q (14990.550000 sec): 3 clusters
  Score: Raw -722036.243152 + Penalty 2851.551170 = -719184.691982
  nChanged 22
		SP:Iteration 24Q (14990.560000 sec): 3 clusters
  Score: Raw -722053.083832 + Penalty 2851.551170 = -719201.532662
  nChanged 19
		SP:Iteration 25Q (14990.570000 sec): 3 clusters
  Score: Raw -722067.373467 + Penalty 2851.551170 = -719215.822297
  nChanged 16
		SP:Iteration 26Q (14990.590000 sec): 3 clusters
  Score: Raw -722078.554384 + Penalty 2851.551170 = -719227.003214
  nChanged 9
		SP:Iteration 27Q (14990.600000 sec): 3 clusters
  Score: Raw -722084.196812 + Penalty 2851.551170 = -719232.645642
  nChanged 8
		SP:Iteration 28Q (14990.610000 sec): 3 clusters
  Score: Raw -722087.646100 + Penalty 2851.551170 = -719236.094930
  nChanged 6
		SP:Iteration 29Q (14990.620000 sec): 3 clusters
  Score: Raw -722091.223076 + Penalty 2851.551170 = -719239.671906
  nChanged 3
		SP:Iteration 30Q (14990.640000 sec): 3 clusters
  Score: Raw -722092.192728 + Penalty 2851.551170 = -719240.641558
  nChanged 0
		SP:Iteration 31F (14990.650000 sec): 3 clusters
  Score: Raw -722092.192728 + Penalty 2851.551170 = -719240.641558
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14990.680000 sec): 2 clusters
  Score: Raw -853803.207242 + Penalty 1456.117731 = -852347.089511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14990.700000 sec): 3 clusters
  Score: Raw -849533.619415 + Penalty 2912.235463 = -846621.383952
  nChanged 3325
		SP:Iteration 1F (14990.720000 sec): 3 clusters
  Score: Raw -851510.288296 + Penalty 2912.235463 = -848598.052833
  nChanged 561
		SP:Iteration 2F (14990.740000 sec): 3 clusters
  Score: Raw -851842.183422 + Penalty 2912.235463 = -848929.947959
  nChanged 512
		SP:Iteration 3F (14990.760000 sec): 3 clusters
  Score: Raw -852192.498838 + Penalty 2912.235463 = -849280.263375
  nChanged 525
		SP:Iteration 4F (14990.780000 sec): 3 clusters
  Score: Raw -852575.517116 + Penalty 2912.235463 = -849663.281653
  nChanged 481
		SP:Iteration 5F (14990.800000 sec): 3 clusters
  Score: Raw -852929.268574 + Penalty 2912.235463 = -850017.033111
  nChanged 428
		SP:Iteration 6F (14990.820000 sec): 3 clusters
  Score: Raw -853203.750464 + Penalty 2912.235463 = -850291.515001
  nChanged 345
		SP:Iteration 7Q (14990.830000 sec): 3 clusters
  Score: Raw -853376.026835 + Penalty 2912.235463 = -850463.791372
  nChanged 267
		SP:Iteration 8Q (14990.850000 sec): 3 clusters
  Score: Raw -853472.088570 + Penalty 2912.235463 = -850559.853108
  nChanged 189
		SP:Iteration 9Q (14990.870000 sec): 3 clusters
  Score: Raw -853528.594690 + Penalty 2912.235463 = -850616.359227
  nChanged 117
		SP:Iteration 10Q (14990.890000 sec): 3 clusters
  Score: Raw -853557.714202 + Penalty 2912.235463 = -850645.478739
  nChanged 78
		SP:Iteration 11Q (14990.910000 sec): 3 clusters
  Score: Raw -853576.539582 + Penalty 2912.235463 = -850664.304119
  nChanged 68
		SP:Iteration 12Q (14990.930000 sec): 3 clusters
  Score: Raw -853589.762284 + Penalty 2912.235463 = -850677.526821
  nChanged 46
		SP:Iteration 13Q (14990.950000 sec): 3 clusters
  Score: Raw -853598.993293 + Penalty 2912.235463 = -850686.757830
  nChanged 50
		SP:Iteration 14Q (14990.970000 sec): 3 clusters
  Score: Raw -853609.585356 + Penalty 2912.235463 = -850697.349893
  nChanged 39
		SP:Iteration 15Q (14990.990000 sec): 3 clusters
  Score: Raw -853616.829274 + Penalty 2912.235463 = -850704.593811
  nChanged 43
		SP:Iteration 16Q (14991.000000 sec): 3 clusters
  Score: Raw -853626.016893 + Penalty 2912.235463 = -850713.781431
  nChanged 43
		SP:Iteration 17Q (14991.020000 sec): 3 clusters
  Score: Raw -853633.688529 + Penalty 2912.235463 = -850721.453066
  nChanged 39
		SP:Iteration 18Q (14991.040000 sec): 3 clusters
  Score: Raw -853641.639046 + Penalty 2912.235463 = -850729.403584
  nChanged 34
		SP:Iteration 19Q (14991.060000 sec): 3 clusters
  Score: Raw -853648.505649 + Penalty 2912.235463 = -850736.270186
  nChanged 34
		SP:Iteration 20F (14991.080000 sec): 3 clusters
  Score: Raw -853655.550240 + Penalty 2912.235463 = -850743.314777
  nChanged 25
		SP:Iteration 21Q (14991.100000 sec): 3 clusters
  Score: Raw -853660.669116 + Penalty 2912.235463 = -850748.433653
  nChanged 31
		SP:Iteration 22Q (14991.120000 sec): 3 clusters
  Score: Raw -853667.396098 + Penalty 2912.235463 = -850755.160635
  nChanged 29
		SP:Iteration 23Q (14991.140000 sec): 3 clusters
  Score: Raw -853671.664580 + Penalty 2912.235463 = -850759.429117
  nChanged 16
		SP:Iteration 24Q (14991.160000 sec): 3 clusters
  Score: Raw -853673.690181 + Penalty 2912.235463 = -850761.454719
  nChanged 11
		SP:Iteration 25Q (14991.180000 sec): 3 clusters
  Score: Raw -853675.133853 + Penalty 2912.235463 = -850762.898390
  nChanged 12
		SP:Iteration 26Q (14991.200000 sec): 3 clusters
  Score: Raw -853676.731178 + Penalty 2912.235463 = -850764.495716
  nChanged 11
		SP:Iteration 27Q (14991.220000 sec): 3 clusters
  Score: Raw -853678.132515 + Penalty 2912.235463 = -850765.897052
  nChanged 6
		SP:Iteration 28Q (14991.240000 sec): 3 clusters
  Score: Raw -853678.995457 + Penalty 2912.235463 = -850766.759994
  nChanged 9
		SP:Iteration 29Q (14991.250000 sec): 3 clusters
  Score: Raw -853680.290475 + Penalty 2912.235463 = -850768.055012
  nChanged 5
		SP:Iteration 30Q (14991.270000 sec): 3 clusters
  Score: Raw -853680.892623 + Penalty 2912.235463 = -850768.657161
  nChanged 7
		SP:Iteration 31Q (14991.290000 sec): 3 clusters
  Score: Raw -853681.777416 + Penalty 2912.235463 = -850769.541953
  nChanged 5
		SP:Iteration 32Q (14991.310000 sec): 3 clusters
  Score: Raw -853682.282932 + Penalty 2912.235463 = -850770.047469
  nChanged 1
		SP:Iteration 33Q (14991.330000 sec): 3 clusters
  Score: Raw -853682.372032 + Penalty 2912.235463 = -850770.136570
  nChanged 0
		SP:Iteration 34F (14991.350000 sec): 3 clusters
  Score: Raw -853682.372032 + Penalty 2912.235463 = -850770.136570
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14991.360000 sec): 2 clusters
  Score: Raw -105585.434803 + Penalty 1120.054267 = -104465.380536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14991.360000 sec): 3 clusters
  Score: Raw -105271.370368 + Penalty 2240.108533 = -103031.261835
  nChanged 271
		SP:Iteration 1F (14991.360000 sec): 3 clusters
  Score: Raw -105566.148119 + Penalty 2240.108533 = -103326.039586
  nChanged 89
		SP:Iteration 2F (14991.370000 sec): 3 clusters
  Score: Raw -105706.321158 + Penalty 2240.108533 = -103466.212625
  nChanged 67
		SP:Iteration 3F (14991.370000 sec): 3 clusters
  Score: Raw -105835.159688 + Penalty 2240.108533 = -103595.051155
  nChanged 51
		SP:Iteration 4F (14991.370000 sec): 3 clusters
  Score: Raw -105917.867137 + Penalty 2240.108533 = -103677.758603
  nChanged 42
		SP:Iteration 5Q (14991.370000 sec): 3 clusters
  Score: Raw -105970.852258 + Penalty 2240.108533 = -103730.743725
  nChanged 18
		SP:Iteration 6Q (14991.380000 sec): 3 clusters
  Score: Raw -105987.345770 + Penalty 2240.108533 = -103747.237237
  nChanged 16
		SP:Iteration 7Q (14991.380000 sec): 3 clusters
  Score: Raw -106007.341498 + Penalty 2240.108533 = -103767.232965
  nChanged 11
		SP:Iteration 8Q (14991.380000 sec): 3 clusters
  Score: Raw -106024.555498 + Penalty 2240.108533 = -103784.446965
  nChanged 20
		SP:Iteration 9Q (14991.380000 sec): 3 clusters
  Score: Raw -106050.932851 + Penalty 2240.108533 = -103810.824318
  nChanged 17
		SP:Iteration 10Q (14991.380000 sec): 3 clusters
  Score: Raw -106071.792349 + Penalty 2240.108533 = -103831.683815
  nChanged 11
		SP:Iteration 11Q (14991.390000 sec): 3 clusters
  Score: Raw -106085.503200 + Penalty 2240.108533 = -103845.394667
  nChanged 11
		SP:Iteration 12Q (14991.390000 sec): 3 clusters
  Score: Raw -106100.685619 + Penalty 2240.108533 = -103860.577085
  nChanged 9
		SP:Iteration 13Q (14991.390000 sec): 3 clusters
  Score: Raw -106108.560435 + Penalty 2240.108533 = -103868.451901
  nChanged 8
		SP:Iteration 14Q (14991.400000 sec): 3 clusters
  Score: Raw -106117.870252 + Penalty 2240.108533 = -103877.761719
  nChanged 8
		SP:Iteration 15Q (14991.400000 sec): 3 clusters
  Score: Raw -106126.908667 + Penalty 2240.108533 = -103886.800133
  nChanged 4
		SP:Iteration 16Q (14991.400000 sec): 3 clusters
  Score: Raw -106133.114922 + Penalty 2240.108533 = -103893.006389
  nChanged 6
		SP:Iteration 17Q (14991.400000 sec): 3 clusters
  Score: Raw -106139.326806 + Penalty 2240.108533 = -103899.218272
  nChanged 3
		SP:Iteration 18Q (14991.400000 sec): 3 clusters
  Score: Raw -106141.750831 + Penalty 2240.108533 = -103901.642298
  nChanged 2
		SP:Iteration 19Q (14991.400000 sec): 3 clusters
  Score: Raw -106143.447760 + Penalty 2240.108533 = -103903.339227
  nChanged 2
		SP:Iteration 20F (14991.410000 sec): 3 clusters
  Score: Raw -106145.833475 + Penalty 2240.108533 = -103905.724942
  nChanged 1
		SP:Iteration 21Q (14991.410000 sec): 3 clusters
  Score: Raw -106147.989533 + Penalty 2240.108533 = -103907.880999
  nChanged 1
		SP:Iteration 22Q (14991.410000 sec): 3 clusters
  Score: Raw -106152.880202 + Penalty 2240.108533 = -103912.771668
  nChanged 2
		SP:Iteration 23Q (14991.420000 sec): 3 clusters
  Score: Raw -106154.744783 + Penalty 2240.108533 = -103914.636250
  nChanged 2
		SP:Iteration 24Q (14991.420000 sec): 3 clusters
  Score: Raw -106157.588918 + Penalty 2240.108533 = -103917.480384
  nChanged 3
		SP:Iteration 25Q (14991.420000 sec): 3 clusters
  Score: Raw -106160.294935 + Penalty 2240.108533 = -103920.186402
  nChanged 2
		SP:Iteration 26Q (14991.420000 sec): 3 clusters
  Score: Raw -106162.305041 + Penalty 2240.108533 = -103922.196508
  nChanged 3
		SP:Iteration 27Q (14991.420000 sec): 3 clusters
  Score: Raw -106165.875964 + Penalty 2240.108533 = -103925.767431
  nChanged 2
		SP:Iteration 28Q (14991.430000 sec): 3 clusters
  Score: Raw -106168.020671 + Penalty 2240.108533 = -103927.912138
  nChanged 4
		SP:Iteration 29Q (14991.430000 sec): 3 clusters
  Score: Raw -106172.900631 + Penalty 2240.108533 = -103932.792097
  nChanged 4
		SP:Iteration 30Q (14991.430000 sec): 3 clusters
  Score: Raw -106179.833516 + Penalty 2240.108533 = -103939.724983
  nChanged 3
		SP:Iteration 31Q (14991.430000 sec): 3 clusters
  Score: Raw -106185.173270 + Penalty 2240.108533 = -103945.064737
  nChanged 2
		SP:Iteration 32Q (14991.440000 sec): 3 clusters
  Score: Raw -106186.473952 + Penalty 2240.108533 = -103946.365419
  nChanged 2
		SP:Iteration 33Q (14991.440000 sec): 3 clusters
  Score: Raw -106188.063062 + Penalty 2240.108533 = -103947.954528
  nChanged 1
		SP:Iteration 34Q (14991.440000 sec): 3 clusters
  Score: Raw -106188.625629 + Penalty 2240.108533 = -103948.517095
  nChanged 2
		SP:Iteration 35Q (14991.440000 sec): 3 clusters
  Score: Raw -106189.722724 + Penalty 2240.108533 = -103949.614191
  nChanged 1
		SP:Iteration 36Q (14991.440000 sec): 3 clusters
  Score: Raw -106191.849934 + Penalty 2240.108533 = -103951.741400
  nChanged 4
		SP:Iteration 37Q (14991.450000 sec): 3 clusters
  Score: Raw -106196.584881 + Penalty 2240.108533 = -103956.476347
  nChanged 1
		SP:Iteration 38Q (14991.450000 sec): 3 clusters
  Score: Raw -106197.939012 + Penalty 2240.108533 = -103957.830478
  nChanged 1
		SP:Iteration 39Q (14991.450000 sec): 3 clusters
  Score: Raw -106199.028874 + Penalty 2240.108533 = -103958.920341
  nChanged 0
		SP:Iteration 40F (14991.450000 sec): 3 clusters
  Score: Raw -106199.028874 + Penalty 2240.108533 = -103958.920341
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (30956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14991.550000 sec): 2 clusters
  Score: Raw -3640442.994556 + Penalty 1680.302345 = -3638762.692212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14991.630000 sec): 3 clusters
  Score: Raw -3621340.001047 + Penalty 3360.604689 = -3617979.396358
  nChanged 14204
		SP:Iteration 1F (14991.710000 sec): 3 clusters
  Score: Raw -3629561.831110 + Penalty 3360.604689 = -3626201.226421
  nChanged 1575
		SP:Iteration 2F (14991.790000 sec): 3 clusters
  Score: Raw -3630191.121768 + Penalty 3360.604689 = -3626830.517079
  nChanged 1620
		SP:Iteration 3F (14991.880000 sec): 3 clusters
  Score: Raw -3630906.024882 + Penalty 3360.604689 = -3627545.420193
  nChanged 1717
		SP:Iteration 4F (14991.960000 sec): 3 clusters
  Score: Raw -3631757.165147 + Penalty 3360.604689 = -3628396.560458
  nChanged 1756
		SP:Iteration 5F (14992.040000 sec): 3 clusters
  Score: Raw -3632656.800200 + Penalty 3360.604689 = -3629296.195511
  nChanged 1764
		SP:Iteration 6F (14992.120000 sec): 3 clusters
  Score: Raw -3633567.817111 + Penalty 3360.604689 = -3630207.212421
  nChanged 1661
		SP:Iteration 7F (14992.200000 sec): 3 clusters
  Score: Raw -3634383.636574 + Penalty 3360.604689 = -3631023.031884
  nChanged 1438
		SP:Iteration 8Q (14992.280000 sec): 3 clusters
  Score: Raw -3635066.777348 + Penalty 3360.604689 = -3631706.172659
  nChanged 1198
		SP:Iteration 9Q (14992.360000 sec): 3 clusters
  Score: Raw -3635646.645929 + Penalty 3360.604689 = -3632286.041240
  nChanged 1049
		SP:Iteration 10Q (14992.450000 sec): 3 clusters
  Score: Raw -3636201.085352 + Penalty 3360.604689 = -3632840.480663
  nChanged 970
		SP:Iteration 11Q (14992.540000 sec): 3 clusters
  Score: Raw -3636774.354517 + Penalty 3360.604689 = -3633413.749828
  nChanged 913
		SP:Iteration 12Q (14992.620000 sec): 3 clusters
  Score: Raw -3637346.232325 + Penalty 3360.604689 = -3633985.627636
  nChanged 836
		SP:Iteration 13Q (14992.700000 sec): 3 clusters
  Score: Raw -3637888.460983 + Penalty 3360.604689 = -3634527.856294
  nChanged 740
		SP:Iteration 14Q (14992.780000 sec): 3 clusters
  Score: Raw -3638361.394576 + Penalty 3360.604689 = -3635000.789887
  nChanged 629
		SP:Iteration 15Q (14992.850000 sec): 3 clusters
  Score: Raw -3638729.560010 + Penalty 3360.604689 = -3635368.955321
  nChanged 530
		SP:Iteration 16Q (14992.930000 sec): 3 clusters
  Score: Raw -3639028.715769 + Penalty 3360.604689 = -3635668.111079
  nChanged 454
		SP:Iteration 17Q (14993.000000 sec): 3 clusters
  Score: Raw -3639271.949800 + Penalty 3360.604689 = -3635911.345111
  nChanged 370
		SP:Iteration 18Q (14993.070000 sec): 3 clusters
  Score: Raw -3639466.293471 + Penalty 3360.604689 = -3636105.688782
  nChanged 347
		SP:Iteration 19Q (14993.140000 sec): 3 clusters
  Score: Raw -3639652.450228 + Penalty 3360.604689 = -3636291.845538
  nChanged 304
		SP:Iteration 20F (14993.220000 sec): 3 clusters
  Score: Raw -3639803.445662 + Penalty 3360.604689 = -3636442.840973
  nChanged 242
		SP:Iteration 21Q (14993.280000 sec): 3 clusters
  Score: Raw -3639914.973902 + Penalty 3360.604689 = -3636554.369213
  nChanged 237
		SP:Iteration 22Q (14993.350000 sec): 3 clusters
  Score: Raw -3640040.055964 + Penalty 3360.604689 = -3636679.451275
  nChanged 203
		SP:Iteration 23Q (14993.410000 sec): 3 clusters
  Score: Raw -3640142.839307 + Penalty 3360.604689 = -3636782.234617
  nChanged 178
		SP:Iteration 24Q (14993.480000 sec): 3 clusters
  Score: Raw -3640240.810742 + Penalty 3360.604689 = -3636880.206053
  nChanged 148
		SP:Iteration 25Q (14993.540000 sec): 3 clusters
  Score: Raw -3640319.032422 + Penalty 3360.604689 = -3636958.427733
  nChanged 119
		SP:Iteration 26Q (14993.600000 sec): 3 clusters
  Score: Raw -3640369.766101 + Penalty 3360.604689 = -3637009.161412
  nChanged 99
		SP:Iteration 27Q (14993.660000 sec): 3 clusters
  Score: Raw -3640413.165377 + Penalty 3360.604689 = -3637052.560688
  nChanged 78
		SP:Iteration 28Q (14993.730000 sec): 3 clusters
  Score: Raw -3640448.305605 + Penalty 3360.604689 = -3637087.700916
  nChanged 71
		SP:Iteration 29Q (14993.790000 sec): 3 clusters
  Score: Raw -3640480.838351 + Penalty 3360.604689 = -3637120.233662
  nChanged 62
		SP:Iteration 30Q (14993.850000 sec): 3 clusters
  Score: Raw -3640507.189710 + Penalty 3360.604689 = -3637146.585021
  nChanged 37
		SP:Iteration 31Q (14993.910000 sec): 3 clusters
  Score: Raw -3640521.354853 + Penalty 3360.604689 = -3637160.750164
  nChanged 32
		SP:Iteration 32Q (14993.970000 sec): 3 clusters
  Score: Raw -3640532.870906 + Penalty 3360.604689 = -3637172.266217
  nChanged 27
		SP:Iteration 33Q (14994.030000 sec): 3 clusters
  Score: Raw -3640543.004179 + Penalty 3360.604689 = -3637182.399490
  nChanged 24
		SP:Iteration 34Q (14994.090000 sec): 3 clusters
  Score: Raw -3640550.916549 + Penalty 3360.604689 = -3637190.311860
  nChanged 18
		SP:Iteration 35Q (14994.150000 sec): 3 clusters
  Score: Raw -3640558.223843 + Penalty 3360.604689 = -3637197.619154
  nChanged 18
		SP:Iteration 36Q (14994.210000 sec): 3 clusters
  Score: Raw -3640566.002960 + Penalty 3360.604689 = -3637205.398271
  nChanged 20
		SP:Iteration 37Q (14994.270000 sec): 3 clusters
  Score: Raw -3640577.334742 + Penalty 3360.604689 = -3637216.730052
  nChanged 30
		SP:Iteration 38Q (14994.330000 sec): 3 clusters
  Score: Raw -3640589.527173 + Penalty 3360.604689 = -3637228.922484
  nChanged 24
		SP:Iteration 39Q (14994.390000 sec): 3 clusters
  Score: Raw -3640597.582274 + Penalty 3360.604689 = -3637236.977585
  nChanged 29
		SP:Iteration 40F (14994.470000 sec): 3 clusters
  Score: Raw -3640610.635282 + Penalty 3360.604689 = -3637250.030593
  nChanged 17
		SP:Iteration 41Q (14994.530000 sec): 3 clusters
  Score: Raw -3640617.365427 + Penalty 3360.604689 = -3637256.760738
  nChanged 17
		SP:Iteration 42Q (14994.590000 sec): 3 clusters
  Score: Raw -3640624.683340 + Penalty 3360.604689 = -3637264.078651
  nChanged 15
		SP:Iteration 43Q (14994.650000 sec): 3 clusters
  Score: Raw -3640631.005270 + Penalty 3360.604689 = -3637270.400581
  nChanged 13
		SP:Iteration 44Q (14994.700000 sec): 3 clusters
  Score: Raw -3640636.519043 + Penalty 3360.604689 = -3637275.914354
  nChanged 16
		SP:Iteration 45Q (14994.760000 sec): 3 clusters
  Score: Raw -3640641.858522 + Penalty 3360.604689 = -3637281.253833
  nChanged 11
		SP:Iteration 46Q (14994.820000 sec): 3 clusters
  Score: Raw -3640645.189462 + Penalty 3360.604689 = -3637284.584773
  nChanged 12
		SP:Iteration 47Q (14994.880000 sec): 3 clusters
  Score: Raw -3640650.356507 + Penalty 3360.604689 = -3637289.751818
  nChanged 14
		SP:Iteration 48Q (14994.940000 sec): 3 clusters
  Score: Raw -3640655.527450 + Penalty 3360.604689 = -3637294.922761
  nChanged 11
		SP:Iteration 49Q (14995.000000 sec): 3 clusters
  Score: Raw -3640661.065336 + Penalty 3360.604689 = -3637300.460647
  nChanged 13
		SP:Iteration 50Q (14995.060000 sec): 3 clusters
  Score: Raw -3640667.920703 + Penalty 3360.604689 = -3637307.316014
  nChanged 12
		SP:Iteration 51Q (14995.120000 sec): 3 clusters
  Score: Raw -3640673.965356 + Penalty 3360.604689 = -3637313.360666
  nChanged 10
		SP:Iteration 52Q (14995.170000 sec): 3 clusters
  Score: Raw -3640678.630666 + Penalty 3360.604689 = -3637318.025977
  nChanged 7
		SP:Iteration 53Q (14995.230000 sec): 3 clusters
  Score: Raw -3640680.826409 + Penalty 3360.604689 = -3637320.221720
  nChanged 6
		SP:Iteration 54Q (14995.290000 sec): 3 clusters
  Score: Raw -3640683.136686 + Penalty 3360.604689 = -3637322.531997
  nChanged 6
		SP:Iteration 55Q (14995.350000 sec): 3 clusters
  Score: Raw -3640686.017634 + Penalty 3360.604689 = -3637325.412945
  nChanged 3
		SP:Iteration 56Q (14995.400000 sec): 3 clusters
  Score: Raw -3640686.872602 + Penalty 3360.604689 = -3637326.267913
  nChanged 2
		SP:Iteration 57Q (14995.460000 sec): 3 clusters
  Score: Raw -3640687.668214 + Penalty 3360.604689 = -3637327.063525
  nChanged 4
		SP:Iteration 58Q (14995.520000 sec): 3 clusters
  Score: Raw -3640688.927880 + Penalty 3360.604689 = -3637328.323191
  nChanged 2
		SP:Iteration 59Q (14995.580000 sec): 3 clusters
  Score: Raw -3640689.680468 + Penalty 3360.604689 = -3637329.075779
  nChanged 3
		SP:Iteration 60F (14995.660000 sec): 3 clusters
  Score: Raw -3640690.765561 + Penalty 3360.604689 = -3637330.160871
  nChanged 2
		SP:Iteration 61Q (14995.720000 sec): 3 clusters
  Score: Raw -3640691.251795 + Penalty 3360.604689 = -3637330.647106
  nChanged 2
		SP:Iteration 62Q (14995.770000 sec): 3 clusters
  Score: Raw -3640692.226139 + Penalty 3360.604689 = -3637331.621450
  nChanged 2
		SP:Iteration 63Q (14995.830000 sec): 3 clusters
  Score: Raw -3640693.097838 + Penalty 3360.604689 = -3637332.493149
  nChanged 3
		SP:Iteration 64Q (14995.890000 sec): 3 clusters
  Score: Raw -3640694.167328 + Penalty 3360.604689 = -3637333.562639
  nChanged 1
		SP:Iteration 65Q (14995.950000 sec): 3 clusters
  Score: Raw -3640694.378626 + Penalty 3360.604689 = -3637333.773937
  nChanged 1
		SP:Iteration 66Q (14996.010000 sec): 3 clusters
  Score: Raw -3640694.568846 + Penalty 3360.604689 = -3637333.964157
  nChanged 0
		SP:Iteration 67F (14996.090000 sec): 3 clusters
  Score: Raw -3640694.568846 + Penalty 3360.604689 = -3637333.964157
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14996.140000 sec): 2 clusters
  Score: Raw -1551934.779034 + Penalty 1546.048047 = -1550388.730987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14996.170000 sec): 3 clusters
  Score: Raw -1543985.494846 + Penalty 3092.096094 = -1540893.398753
  nChanged 6046
		SP:Iteration 1F (14996.200000 sec): 3 clusters
  Score: Raw -1547398.401557 + Penalty 3092.096094 = -1544306.305463
  nChanged 870
		SP:Iteration 2F (14996.240000 sec): 3 clusters
  Score: Raw -1547819.462395 + Penalty 3092.096094 = -1544727.366301
  nChanged 794
		SP:Iteration 3F (14996.270000 sec): 3 clusters
  Score: Raw -1548228.793608 + Penalty 3092.096094 = -1545136.697514
  nChanged 808
		SP:Iteration 4F (14996.310000 sec): 3 clusters
  Score: Raw -1548741.563966 + Penalty 3092.096094 = -1545649.467872
  nChanged 852
		SP:Iteration 5F (14996.340000 sec): 3 clusters
  Score: Raw -1549339.670256 + Penalty 3092.096094 = -1546247.574162
  nChanged 836
		SP:Iteration 6F (14996.370000 sec): 3 clusters
  Score: Raw -1550023.685037 + Penalty 3092.096094 = -1546931.588943
  nChanged 730
		SP:Iteration 7F (14996.410000 sec): 3 clusters
  Score: Raw -1550647.363633 + Penalty 3092.096094 = -1547555.267540
  nChanged 573
		SP:Iteration 8Q (14996.440000 sec): 3 clusters
  Score: Raw -1551192.881202 + Penalty 3092.096094 = -1548100.785109
  nChanged 388
		SP:Iteration 9Q (14996.470000 sec): 3 clusters
  Score: Raw -1551609.614695 + Penalty 3092.096094 = -1548517.518601
  nChanged 243
		SP:Iteration 10Q (14996.500000 sec): 3 clusters
  Score: Raw -1551872.945823 + Penalty 3092.096094 = -1548780.849729
  nChanged 144
		SP:Iteration 11Q (14996.530000 sec): 3 clusters
  Score: Raw -1552044.267557 + Penalty 3092.096094 = -1548952.171464
  nChanged 95
		SP:Iteration 12Q (14996.550000 sec): 3 clusters
  Score: Raw -1552145.576839 + Penalty 3092.096094 = -1549053.480746
  nChanged 67
		SP:Iteration 13Q (14996.580000 sec): 3 clusters
  Score: Raw -1552202.183628 + Penalty 3092.096094 = -1549110.087534
  nChanged 41
		SP:Iteration 14Q (14996.610000 sec): 3 clusters
  Score: Raw -1552233.033903 + Penalty 3092.096094 = -1549140.937810
  nChanged 29
		SP:Iteration 15Q (14996.630000 sec): 3 clusters
  Score: Raw -1552247.703289 + Penalty 3092.096094 = -1549155.607196
  nChanged 19
		SP:Iteration 16Q (14996.660000 sec): 3 clusters
  Score: Raw -1552262.027707 + Penalty 3092.096094 = -1549169.931614
  nChanged 19
		SP:Iteration 17Q (14996.680000 sec): 3 clusters
  Score: Raw -1552275.648766 + Penalty 3092.096094 = -1549183.552672
  nChanged 20
		SP:Iteration 18Q (14996.710000 sec): 3 clusters
  Score: Raw -1552288.072344 + Penalty 3092.096094 = -1549195.976251
  nChanged 14
		SP:Iteration 19Q (14996.730000 sec): 3 clusters
  Score: Raw -1552295.467972 + Penalty 3092.096094 = -1549203.371878
  nChanged 11
		SP:Iteration 20F (14996.770000 sec): 3 clusters
  Score: Raw -1552303.558676 + Penalty 3092.096094 = -1549211.462582
  nChanged 11
		SP:Iteration 21Q (14996.790000 sec): 3 clusters
  Score: Raw -1552310.928990 + Penalty 3092.096094 = -1549218.832896
  nChanged 12
		SP:Iteration 22Q (14996.820000 sec): 3 clusters
  Score: Raw -1552317.764987 + Penalty 3092.096094 = -1549225.668894
  nChanged 13
		SP:Iteration 23Q (14996.840000 sec): 3 clusters
  Score: Raw -1552324.727463 + Penalty 3092.096094 = -1549232.631369
  nChanged 9
		SP:Iteration 24Q (14996.870000 sec): 3 clusters
  Score: Raw -1552330.303809 + Penalty 3092.096094 = -1549238.207716
  nChanged 6
		SP:Iteration 25Q (14996.890000 sec): 3 clusters
  Score: Raw -1552334.485593 + Penalty 3092.096094 = -1549242.389500
  nChanged 8
		SP:Iteration 26Q (14996.910000 sec): 3 clusters
  Score: Raw -1552338.739667 + Penalty 3092.096094 = -1549246.643573
  nChanged 6
		SP:Iteration 27Q (14996.940000 sec): 3 clusters
  Score: Raw -1552341.401113 + Penalty 3092.096094 = -1549249.305019
  nChanged 6
		SP:Iteration 28Q (14996.960000 sec): 3 clusters
  Score: Raw -1552344.931927 + Penalty 3092.096094 = -1549252.835834
  nChanged 5
		SP:Iteration 29Q (14996.990000 sec): 3 clusters
  Score: Raw -1552346.437465 + Penalty 3092.096094 = -1549254.341372
  nChanged 5
		SP:Iteration 30Q (14997.010000 sec): 3 clusters
  Score: Raw -1552348.695803 + Penalty 3092.096094 = -1549256.599710
  nChanged 4
		SP:Iteration 31Q (14997.030000 sec): 3 clusters
  Score: Raw -1552350.594350 + Penalty 3092.096094 = -1549258.498256
  nChanged 6
		SP:Iteration 32Q (14997.060000 sec): 3 clusters
  Score: Raw -1552352.461306 + Penalty 3092.096094 = -1549260.365213
  nChanged 3
		SP:Iteration 33Q (14997.090000 sec): 3 clusters
  Score: Raw -1552353.217612 + Penalty 3092.096094 = -1549261.121518
  nChanged 2
		SP:Iteration 34Q (14997.110000 sec): 3 clusters
  Score: Raw -1552353.580939 + Penalty 3092.096094 = -1549261.484845
  nChanged 1
		SP:Iteration 35Q (14997.130000 sec): 3 clusters
  Score: Raw -1552354.207246 + Penalty 3092.096094 = -1549262.111152
  nChanged 1
		SP:Iteration 36Q (14997.160000 sec): 3 clusters
  Score: Raw -1552354.583137 + Penalty 3092.096094 = -1549262.487044
  nChanged 1
		SP:Iteration 37Q (14997.180000 sec): 3 clusters
  Score: Raw -1552354.876960 + Penalty 3092.096094 = -1549262.780866
  nChanged 1
		SP:Iteration 38Q (14997.210000 sec): 3 clusters
  Score: Raw -1552355.042446 + Penalty 3092.096094 = -1549262.946353
  nChanged 0
		SP:Iteration 39F (14997.240000 sec): 3 clusters
  Score: Raw -1552355.042446 + Penalty 3092.096094 = -1549262.946353
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14997.270000 sec): 2 clusters
  Score: Raw -1299932.257304 + Penalty 1515.935568 = -1298416.321736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14997.300000 sec): 3 clusters
  Score: Raw -1293510.779714 + Penalty 3031.871136 = -1290478.908578
  nChanged 4860
		SP:Iteration 1F (14997.330000 sec): 3 clusters
  Score: Raw -1296315.837373 + Penalty 3031.871136 = -1293283.966237
  nChanged 837
		SP:Iteration 2F (14997.350000 sec): 3 clusters
  Score: Raw -1296782.625511 + Penalty 3031.871136 = -1293750.754375
  nChanged 800
		SP:Iteration 3F (14997.380000 sec): 3 clusters
  Score: Raw -1297330.885855 + Penalty 3031.871136 = -1294299.014719
  nChanged 785
		SP:Iteration 4F (14997.410000 sec): 3 clusters
  Score: Raw -1297945.912568 + Penalty 3031.871136 = -1294914.041431
  nChanged 793
		SP:Iteration 5F (14997.440000 sec): 3 clusters
  Score: Raw -1298637.011724 + Penalty 3031.871136 = -1295605.140587
  nChanged 709
		SP:Iteration 6F (14997.470000 sec): 3 clusters
  Score: Raw -1299251.931246 + Penalty 3031.871136 = -1296220.060109
  nChanged 504
		SP:Iteration 7Q (14997.490000 sec): 3 clusters
  Score: Raw -1299602.864345 + Penalty 3031.871136 = -1296570.993209
  nChanged 318
		SP:Iteration 8Q (14997.520000 sec): 3 clusters
  Score: Raw -1299800.462712 + Penalty 3031.871136 = -1296768.591575
  nChanged 194
		SP:Iteration 9Q (14997.550000 sec): 3 clusters
  Score: Raw -1299910.297938 + Penalty 3031.871136 = -1296878.426801
  nChanged 138
		SP:Iteration 10Q (14997.580000 sec): 3 clusters
  Score: Raw -1299993.383945 + Penalty 3031.871136 = -1296961.512808
  nChanged 110
		SP:Iteration 11Q (14997.610000 sec): 3 clusters
  Score: Raw -1300051.734282 + Penalty 3031.871136 = -1297019.863146
  nChanged 74
		SP:Iteration 12Q (14997.630000 sec): 3 clusters
  Score: Raw -1300093.259174 + Penalty 3031.871136 = -1297061.388037
  nChanged 71
		SP:Iteration 13Q (14997.660000 sec): 3 clusters
  Score: Raw -1300136.687962 + Penalty 3031.871136 = -1297104.816826
  nChanged 60
		SP:Iteration 14Q (14997.690000 sec): 3 clusters
  Score: Raw -1300174.936712 + Penalty 3031.871136 = -1297143.065576
  nChanged 51
		SP:Iteration 15Q (14997.710000 sec): 3 clusters
  Score: Raw -1300204.870032 + Penalty 3031.871136 = -1297172.998896
  nChanged 41
		SP:Iteration 16Q (14997.740000 sec): 3 clusters
  Score: Raw -1300230.626859 + Penalty 3031.871136 = -1297198.755723
  nChanged 33
		SP:Iteration 17Q (14997.770000 sec): 3 clusters
  Score: Raw -1300249.607115 + Penalty 3031.871136 = -1297217.735979
  nChanged 31
		SP:Iteration 18Q (14997.790000 sec): 3 clusters
  Score: Raw -1300268.962961 + Penalty 3031.871136 = -1297237.091824
  nChanged 30
		SP:Iteration 19Q (14997.810000 sec): 3 clusters
  Score: Raw -1300285.710149 + Penalty 3031.871136 = -1297253.839013
  nChanged 20
		SP:Iteration 20F (14997.840000 sec): 3 clusters
  Score: Raw -1300295.202674 + Penalty 3031.871136 = -1297263.331538
  nChanged 12
		SP:Iteration 21Q (14997.870000 sec): 3 clusters
  Score: Raw -1300301.908363 + Penalty 3031.871136 = -1297270.037227
  nChanged 11
		SP:Iteration 22Q (14997.890000 sec): 3 clusters
  Score: Raw -1300306.264537 + Penalty 3031.871136 = -1297274.393400
  nChanged 4
		SP:Iteration 23Q (14997.920000 sec): 3 clusters
  Score: Raw -1300308.850892 + Penalty 3031.871136 = -1297276.979755
  nChanged 4
		SP:Iteration 24Q (14997.950000 sec): 3 clusters
  Score: Raw -1300311.265345 + Penalty 3031.871136 = -1297279.394208
  nChanged 5
		SP:Iteration 25Q (14997.970000 sec): 3 clusters
  Score: Raw -1300313.406159 + Penalty 3031.871136 = -1297281.535022
  nChanged 3
		SP:Iteration 26Q (14997.990000 sec): 3 clusters
  Score: Raw -1300314.528193 + Penalty 3031.871136 = -1297282.657057
  nChanged 3
		SP:Iteration 27Q (14998.020000 sec): 3 clusters
  Score: Raw -1300315.921737 + Penalty 3031.871136 = -1297284.050600
  nChanged 4
		SP:Iteration 28Q (14998.050000 sec): 3 clusters
  Score: Raw -1300317.975810 + Penalty 3031.871136 = -1297286.104673
  nChanged 4
		SP:Iteration 29Q (14998.070000 sec): 3 clusters
  Score: Raw -1300320.038599 + Penalty 3031.871136 = -1297288.167462
  nChanged 3
		SP:Iteration 30Q (14998.100000 sec): 3 clusters
  Score: Raw -1300321.474933 + Penalty 3031.871136 = -1297289.603797
  nChanged 2
		SP:Iteration 31Q (14998.120000 sec): 3 clusters
  Score: Raw -1300322.550262 + Penalty 3031.871136 = -1297290.679126
  nChanged 1
		SP:Iteration 32Q (14998.150000 sec): 3 clusters
  Score: Raw -1300322.943155 + Penalty 3031.871136 = -1297291.072019
  nChanged 2
		SP:Iteration 33Q (14998.170000 sec): 3 clusters
  Score: Raw -1300324.135821 + Penalty 3031.871136 = -1297292.264684
  nChanged 1
		SP:Iteration 34Q (14998.200000 sec): 3 clusters
  Score: Raw -1300324.717250 + Penalty 3031.871136 = -1297292.846113
  nChanged 4
		SP:Iteration 35Q (14998.230000 sec): 3 clusters
  Score: Raw -1300326.699464 + Penalty 3031.871136 = -1297294.828327
  nChanged 2
		SP:Iteration 36Q (14998.250000 sec): 3 clusters
  Score: Raw -1300327.240782 + Penalty 3031.871136 = -1297295.369645
  nChanged 2
		SP:Iteration 37Q (14998.280000 sec): 3 clusters
  Score: Raw -1300328.127252 + Penalty 3031.871136 = -1297296.256116
  nChanged 1
		SP:Iteration 38Q (14998.300000 sec): 3 clusters
  Score: Raw -1300329.078664 + Penalty 3031.871136 = -1297297.207527
  nChanged 3
		SP:Iteration 39Q (14998.330000 sec): 3 clusters
  Score: Raw -1300331.403529 + Penalty 3031.871136 = -1297299.532392
  nChanged 1
		SP:Iteration 40F (14998.360000 sec): 3 clusters
  Score: Raw -1300331.869339 + Penalty 3031.871136 = -1297299.998202
  nChanged 1
		SP:Iteration 41Q (14998.380000 sec): 3 clusters
  Score: Raw -1300332.176007 + Penalty 3031.871136 = -1297300.304871
  nChanged 1
		SP:Iteration 42Q (14998.410000 sec): 3 clusters
  Score: Raw -1300332.347698 + Penalty 3031.871136 = -1297300.476562
  nChanged 0
		SP:Iteration 43F (14998.440000 sec): 3 clusters
  Score: Raw -1300332.347698 + Penalty 3031.871136 = -1297300.476562
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14998.460000 sec): 2 clusters
  Score: Raw -618284.550853 + Penalty 1400.650664 = -616883.900188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14998.470000 sec): 3 clusters
  Score: Raw -615376.921163 + Penalty 2801.301329 = -612575.619835
  nChanged 2309
		SP:Iteration 1F (14998.490000 sec): 3 clusters
  Score: Raw -616718.124690 + Penalty 2801.301329 = -613916.823361
  nChanged 442
		SP:Iteration 2F (14998.500000 sec): 3 clusters
  Score: Raw -617021.267652 + Penalty 2801.301329 = -614219.966323
  nChanged 372
		SP:Iteration 3F (14998.510000 sec): 3 clusters
  Score: Raw -617294.056229 + Penalty 2801.301329 = -614492.754900
  nChanged 349
		SP:Iteration 4F (14998.530000 sec): 3 clusters
  Score: Raw -617562.698693 + Penalty 2801.301329 = -614761.397364
  nChanged 295
		SP:Iteration 5F (14998.540000 sec): 3 clusters
  Score: Raw -617798.071970 + Penalty 2801.301329 = -614996.770641
  nChanged 303
		SP:Iteration 6F (14998.560000 sec): 3 clusters
  Score: Raw -618037.657590 + Penalty 2801.301329 = -615236.356261
  nChanged 227
		SP:Iteration 7Q (14998.570000 sec): 3 clusters
  Score: Raw -618206.049155 + Penalty 2801.301329 = -615404.747826
  nChanged 180
		SP:Iteration 8Q (14998.590000 sec): 3 clusters
  Score: Raw -618318.914890 + Penalty 2801.301329 = -615517.613562
  nChanged 144
		SP:Iteration 9Q (14998.600000 sec): 3 clusters
  Score: Raw -618419.758448 + Penalty 2801.301329 = -615618.457120
  nChanged 108
		SP:Iteration 10Q (14998.610000 sec): 3 clusters
  Score: Raw -618481.995696 + Penalty 2801.301329 = -615680.694367
  nChanged 84
		SP:Iteration 11Q (14998.630000 sec): 3 clusters
  Score: Raw -618537.671545 + Penalty 2801.301329 = -615736.370216
  nChanged 81
		SP:Iteration 12Q (14998.640000 sec): 3 clusters
  Score: Raw -618586.149783 + Penalty 2801.301329 = -615784.848454
  nChanged 56
		SP:Iteration 13Q (14998.650000 sec): 3 clusters
  Score: Raw -618622.037833 + Penalty 2801.301329 = -615820.736505
  nChanged 67
		SP:Iteration 14Q (14998.670000 sec): 3 clusters
  Score: Raw -618669.484795 + Penalty 2801.301329 = -615868.183466
  nChanged 58
		SP:Iteration 15Q (14998.680000 sec): 3 clusters
  Score: Raw -618711.677509 + Penalty 2801.301329 = -615910.376181
  nChanged 54
		SP:Iteration 16Q (14998.690000 sec): 3 clusters
  Score: Raw -618735.321845 + Penalty 2801.301329 = -615934.020516
  nChanged 37
		SP:Iteration 17Q (14998.710000 sec): 3 clusters
  Score: Raw -618758.427945 + Penalty 2801.301329 = -615957.126617
  nChanged 38
		SP:Iteration 18Q (14998.720000 sec): 3 clusters
  Score: Raw -618778.244275 + Penalty 2801.301329 = -615976.942947
  nChanged 34
		SP:Iteration 19Q (14998.730000 sec): 3 clusters
  Score: Raw -618792.422456 + Penalty 2801.301329 = -615991.121128
  nChanged 27
		SP:Iteration 20F (14998.740000 sec): 3 clusters
  Score: Raw -618810.975104 + Penalty 2801.301329 = -616009.673775
  nChanged 40
		SP:Iteration 21Q (14998.750000 sec): 3 clusters
  Score: Raw -618830.542939 + Penalty 2801.301329 = -616029.241610
  nChanged 31
		SP:Iteration 22Q (14998.770000 sec): 3 clusters
  Score: Raw -618843.956639 + Penalty 2801.301329 = -616042.655311
  nChanged 14
		SP:Iteration 23Q (14998.780000 sec): 3 clusters
  Score: Raw -618848.237642 + Penalty 2801.301329 = -616046.936313
  nChanged 12
		SP:Iteration 24Q (14998.790000 sec): 3 clusters
  Score: Raw -618851.934286 + Penalty 2801.301329 = -616050.632958
  nChanged 6
		SP:Iteration 25Q (14998.800000 sec): 3 clusters
  Score: Raw -618853.374930 + Penalty 2801.301329 = -616052.073601
  nChanged 2
		SP:Iteration 26Q (14998.810000 sec): 3 clusters
  Score: Raw -618854.047785 + Penalty 2801.301329 = -616052.746456
  nChanged 1
		SP:Iteration 27Q (14998.830000 sec): 3 clusters
  Score: Raw -618854.218289 + Penalty 2801.301329 = -616052.916960
  nChanged 2
		SP:Iteration 28Q (14998.840000 sec): 3 clusters
  Score: Raw -618854.949224 + Penalty 2801.301329 = -616053.647895
  nChanged 1
		SP:Iteration 29Q (14998.850000 sec): 3 clusters
  Score: Raw -618855.430539 + Penalty 2801.301329 = -616054.129211
  nChanged 2
		SP:Iteration 30Q (14998.860000 sec): 3 clusters
  Score: Raw -618855.738867 + Penalty 2801.301329 = -616054.437538
  nChanged 2
		SP:Iteration 31Q (14998.870000 sec): 3 clusters
  Score: Raw -618856.210343 + Penalty 2801.301329 = -616054.909015
  nChanged 4
		SP:Iteration 32Q (14998.890000 sec): 3 clusters
  Score: Raw -618856.968581 + Penalty 2801.301329 = -616055.667252
  nChanged 5
		SP:Iteration 33Q (14998.900000 sec): 3 clusters
  Score: Raw -618858.028885 + Penalty 2801.301329 = -616056.727556
  nChanged 2
		SP:Iteration 34Q (14998.910000 sec): 3 clusters
  Score: Raw -618858.505540 + Penalty 2801.301329 = -616057.204211
  nChanged 2
		SP:Iteration 35Q (14998.920000 sec): 3 clusters
  Score: Raw -618859.022938 + Penalty 2801.301329 = -616057.721609
  nChanged 2
		SP:Iteration 36Q (14998.930000 sec): 3 clusters
  Score: Raw -618859.518542 + Penalty 2801.301329 = -616058.217214
  nChanged 0
		SP:Iteration 37F (14998.950000 sec): 3 clusters
  Score: Raw -618859.518542 + Penalty 2801.301329 = -616058.217214
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (56118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14999.130000 sec): 2 clusters
  Score: Raw -6520189.227067 + Penalty 1776.971933 = -6518412.255134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14999.280000 sec): 3 clusters
  Score: Raw -6484380.040459 + Penalty 3553.943866 = -6480826.096593
  nChanged 26537
		SP:Iteration 1F (14999.430000 sec): 3 clusters
  Score: Raw -6499478.984105 + Penalty 3553.943866 = -6495925.040238
  nChanged 1930
		SP:Iteration 2Q (14999.580000 sec): 3 clusters
  Score: Raw -6499983.651267 + Penalty 3553.943866 = -6496429.707401
  nChanged 2040
		SP:Iteration 3Q (14999.730000 sec): 3 clusters
  Score: Raw -6500646.127798 + Penalty 3553.943866 = -6497092.183932
  nChanged 2484
		SP:Iteration 4Q (14999.880000 sec): 3 clusters
  Score: Raw -6501755.905993 + Penalty 3553.943866 = -6498201.962127
  nChanged 3267
		SP:Iteration 5F (15000.030000 sec): 3 clusters
  Score: Raw -6503677.385173 + Penalty 3553.943866 = -6500123.441306
  nChanged 4058
		SP:Iteration 6F (15000.170000 sec): 3 clusters
  Score: Raw -6506755.299521 + Penalty 3553.943866 = -6503201.355655
  nChanged 4531
		SP:Iteration 7F (15000.320000 sec): 3 clusters
  Score: Raw -6510554.513643 + Penalty 3553.943866 = -6507000.569777
  nChanged 4142
		SP:Iteration 8F (15000.460000 sec): 3 clusters
  Score: Raw -6514016.632760 + Penalty 3553.943866 = -6510462.688894
  nChanged 3101
		SP:Iteration 9F (15000.610000 sec): 3 clusters
  Score: Raw -6516398.814281 + Penalty 3553.943866 = -6512844.870415
  nChanged 2203
		SP:Iteration 10Q (15000.750000 sec): 3 clusters
  Score: Raw -6517927.713618 + Penalty 3553.943866 = -6514373.769752
  nChanged 1450
		SP:Iteration 11Q (15000.890000 sec): 3 clusters
  Score: Raw -6518876.636005 + Penalty 3553.943866 = -6515322.692139
  nChanged 999
		SP:Iteration 12Q (15001.030000 sec): 3 clusters
  Score: Raw -6519470.335933 + Penalty 3553.943866 = -6515916.392067
  nChanged 647
		SP:Iteration 13Q (15001.160000 sec): 3 clusters
  Score: Raw -6519830.662114 + Penalty 3553.943866 = -6516276.718248
  nChanged 467
		SP:Iteration 14Q (15001.290000 sec): 3 clusters
  Score: Raw -6520083.759999 + Penalty 3553.943866 = -6516529.816133
  nChanged 302
		SP:Iteration 15Q (15001.410000 sec): 3 clusters
  Score: Raw -6520237.825425 + Penalty 3553.943866 = -6516683.881559
  nChanged 199
		SP:Iteration 16Q (15001.530000 sec): 3 clusters
  Score: Raw -6520337.891324 + Penalty 3553.943866 = -6516783.947458
  nChanged 141
		SP:Iteration 17Q (15001.650000 sec): 3 clusters
  Score: Raw -6520404.440968 + Penalty 3553.943866 = -6516850.497102
  nChanged 112
		SP:Iteration 18Q (15001.760000 sec): 3 clusters
  Score: Raw -6520454.396099 + Penalty 3553.943866 = -6516900.452233
  nChanged 72
		SP:Iteration 19Q (15001.880000 sec): 3 clusters
  Score: Raw -6520487.779675 + Penalty 3553.943866 = -6516933.835809
  nChanged 62
		SP:Iteration 20F (15002.020000 sec): 3 clusters
  Score: Raw -6520518.938316 + Penalty 3553.943866 = -6516964.994450
  nChanged 47
		SP:Iteration 21Q (15002.130000 sec): 3 clusters
  Score: Raw -6520541.830675 + Penalty 3553.943866 = -6516987.886809
  nChanged 31
		SP:Iteration 22Q (15002.240000 sec): 3 clusters
  Score: Raw -6520556.292400 + Penalty 3553.943866 = -6517002.348534
  nChanged 31
		SP:Iteration 23Q (15002.350000 sec): 3 clusters
  Score: Raw -6520570.828887 + Penalty 3553.943866 = -6517016.885021
  nChanged 23
		SP:Iteration 24Q (15002.460000 sec): 3 clusters
  Score: Raw -6520579.859426 + Penalty 3553.943866 = -6517025.915560
  nChanged 24
		SP:Iteration 25Q (15002.570000 sec): 3 clusters
  Score: Raw -6520590.157598 + Penalty 3553.943866 = -6517036.213732
  nChanged 19
		SP:Iteration 26Q (15002.680000 sec): 3 clusters
  Score: Raw -6520599.151092 + Penalty 3553.943866 = -6517045.207226
  nChanged 13
		SP:Iteration 27Q (15002.790000 sec): 3 clusters
  Score: Raw -6520605.918427 + Penalty 3553.943866 = -6517051.974561
  nChanged 13
		SP:Iteration 28Q (15002.890000 sec): 3 clusters
  Score: Raw -6520609.823076 + Penalty 3553.943866 = -6517055.879209
  nChanged 7
		SP:Iteration 29Q (15003.000000 sec): 3 clusters
  Score: Raw -6520611.668529 + Penalty 3553.943866 = -6517057.724663
  nChanged 4
		SP:Iteration 30Q (15003.110000 sec): 3 clusters
  Score: Raw -6520613.184425 + Penalty 3553.943866 = -6517059.240559
  nChanged 3
		SP:Iteration 31Q (15003.220000 sec): 3 clusters
  Score: Raw -6520614.826582 + Penalty 3553.943866 = -6517060.882716
  nChanged 7
		SP:Iteration 32Q (15003.330000 sec): 3 clusters
  Score: Raw -6520616.539804 + Penalty 3553.943866 = -6517062.595938
  nChanged 1
		SP:Iteration 33Q (15003.430000 sec): 3 clusters
  Score: Raw -6520617.028940 + Penalty 3553.943866 = -6517063.085074
  nChanged 1
		SP:Iteration 34Q (15003.540000 sec): 3 clusters
  Score: Raw -6520617.361245 + Penalty 3553.943866 = -6517063.417379
  nChanged 0
		SP:Iteration 35F (15003.680000 sec): 3 clusters
  Score: Raw -6520617.361245 + Penalty 3553.943866 = -6517063.417379
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (105722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15003.960000 sec): 2 clusters
  Score: Raw -12110000.300684 + Penalty 1879.892347 = -12108120.408337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15004.240000 sec): 3 clusters
  Score: Raw -12041245.313023 + Penalty 3759.784693 = -12037485.528330
  nChanged 50581
		SP:Iteration 1F (15004.520000 sec): 3 clusters
  Score: Raw -12071485.336460 + Penalty 3759.784693 = -12067725.551766
  nChanged 4253
		SP:Iteration 2Q (15004.810000 sec): 3 clusters
  Score: Raw -12073023.617558 + Penalty 3759.784693 = -12069263.832865
  nChanged 5311
		SP:Iteration 3F (15005.090000 sec): 3 clusters
  Score: Raw -12075577.741883 + Penalty 3759.784693 = -12071817.957190
  nChanged 6805
		SP:Iteration 4F (15005.360000 sec): 3 clusters
  Score: Raw -12079831.832763 + Penalty 3759.784693 = -12076072.048070
  nChanged 8313
		SP:Iteration 5F (15005.650000 sec): 3 clusters
  Score: Raw -12086222.403815 + Penalty 3759.784693 = -12082462.619122
  nChanged 8812
		SP:Iteration 6F (15005.920000 sec): 3 clusters
  Score: Raw -12093967.557421 + Penalty 3759.784693 = -12090207.772728
  nChanged 7697
		SP:Iteration 7F (15006.190000 sec): 3 clusters
  Score: Raw -12101136.423624 + Penalty 3759.784693 = -12097376.638931
  nChanged 5234
		SP:Iteration 8Q (15006.470000 sec): 3 clusters
  Score: Raw -12105950.348841 + Penalty 3759.784693 = -12102190.564148
  nChanged 2774
		SP:Iteration 9Q (15006.730000 sec): 3 clusters
  Score: Raw -12108422.203356 + Penalty 3759.784693 = -12104662.418663
  nChanged 1226
		SP:Iteration 10Q (15006.970000 sec): 3 clusters
  Score: Raw -12109488.669549 + Penalty 3759.784693 = -12105728.884856
  nChanged 476
		SP:Iteration 11Q (15007.180000 sec): 3 clusters
  Score: Raw -12109920.394170 + Penalty 3759.784693 = -12106160.609477
  nChanged 178
		SP:Iteration 12Q (15007.390000 sec): 3 clusters
  Score: Raw -12110087.532415 + Penalty 3759.784693 = -12106327.747722
  nChanged 73
		SP:Iteration 13Q (15007.580000 sec): 3 clusters
  Score: Raw -12110161.273686 + Penalty 3759.784693 = -12106401.488993
  nChanged 35
		SP:Iteration 14Q (15007.780000 sec): 3 clusters
  Score: Raw -12110200.940541 + Penalty 3759.784693 = -12106441.155848
  nChanged 25
		SP:Iteration 15Q (15007.970000 sec): 3 clusters
  Score: Raw -12110224.001255 + Penalty 3759.784693 = -12106464.216562
  nChanged 17
		SP:Iteration 16Q (15008.170000 sec): 3 clusters
  Score: Raw -12110242.088008 + Penalty 3759.784693 = -12106482.303315
  nChanged 12
		SP:Iteration 17Q (15008.370000 sec): 3 clusters
  Score: Raw -12110255.354841 + Penalty 3759.784693 = -12106495.570148
  nChanged 8
		SP:Iteration 18Q (15008.560000 sec): 3 clusters
  Score: Raw -12110262.469423 + Penalty 3759.784693 = -12106502.684730
  nChanged 5
		SP:Iteration 19Q (15008.750000 sec): 3 clusters
  Score: Raw -12110266.539213 + Penalty 3759.784693 = -12106506.754520
  nChanged 3
		SP:Iteration 20F (15009.030000 sec): 3 clusters
  Score: Raw -12110268.695100 + Penalty 3759.784693 = -12106508.910407
  nChanged 5
		SP:Iteration 21Q (15009.230000 sec): 3 clusters
  Score: Raw -12110271.653874 + Penalty 3759.784693 = -12106511.869181
  nChanged 1
		SP:Iteration 22Q (15009.430000 sec): 3 clusters
  Score: Raw -12110272.516976 + Penalty 3759.784693 = -12106512.732283
  nChanged 0
		SP:Iteration 23F (15009.700000 sec): 3 clusters
  Score: Raw -12110272.516976 + Penalty 3759.784693 = -12106512.732283
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15009.760000 sec): 2 clusters
  Score: Raw -493366.944714 + Penalty 1368.432442 = -491998.512272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15009.770000 sec): 3 clusters
  Score: Raw -490981.305046 + Penalty 2736.864885 = -488244.440161
  nChanged 1849
		SP:Iteration 1F (15009.790000 sec): 3 clusters
  Score: Raw -491948.995324 + Penalty 2736.864885 = -489212.130439
  nChanged 347
		SP:Iteration 2F (15009.800000 sec): 3 clusters
  Score: Raw -492137.649226 + Penalty 2736.864885 = -489400.784341
  nChanged 265
		SP:Iteration 3F (15009.810000 sec): 3 clusters
  Score: Raw -492274.457117 + Penalty 2736.864885 = -489537.592232
  nChanged 202
		SP:Iteration 4Q (15009.820000 sec): 3 clusters
  Score: Raw -492394.748028 + Penalty 2736.864885 = -489657.883144
  nChanged 209
		SP:Iteration 5Q (15009.830000 sec): 3 clusters
  Score: Raw -492529.264348 + Penalty 2736.864885 = -489792.399464
  nChanged 211
		SP:Iteration 6Q (15009.840000 sec): 3 clusters
  Score: Raw -492699.938101 + Penalty 2736.864885 = -489963.073216
  nChanged 223
		SP:Iteration 7Q (15009.850000 sec): 3 clusters
  Score: Raw -492895.927117 + Penalty 2736.864885 = -490159.062233
  nChanged 244
		SP:Iteration 8F (15009.860000 sec): 3 clusters
  Score: Raw -493160.031807 + Penalty 2736.864885 = -490423.166922
  nChanged 277
		SP:Iteration 9F (15009.870000 sec): 3 clusters
  Score: Raw -493467.605988 + Penalty 2736.864885 = -490730.741103
  nChanged 250
		SP:Iteration 10F (15009.890000 sec): 3 clusters
  Score: Raw -493712.305767 + Penalty 2736.864885 = -490975.440883
  nChanged 222
		SP:Iteration 11Q (15009.900000 sec): 3 clusters
  Score: Raw -493930.784299 + Penalty 2736.864885 = -491193.919415
  nChanged 183
		SP:Iteration 12Q (15009.910000 sec): 3 clusters
  Score: Raw -494128.054047 + Penalty 2736.864885 = -491391.189162
  nChanged 137
		SP:Iteration 13Q (15009.920000 sec): 3 clusters
  Score: Raw -494271.331579 + Penalty 2736.864885 = -491534.466694
  nChanged 110
		SP:Iteration 14Q (15009.930000 sec): 3 clusters
  Score: Raw -494374.733199 + Penalty 2736.864885 = -491637.868314
  nChanged 80
		SP:Iteration 15Q (15009.940000 sec): 3 clusters
  Score: Raw -494435.397779 + Penalty 2736.864885 = -491698.532894
  nChanged 57
		SP:Iteration 16Q (15009.950000 sec): 3 clusters
  Score: Raw -494476.237760 + Penalty 2736.864885 = -491739.372875
  nChanged 47
		SP:Iteration 17Q (15009.960000 sec): 3 clusters
  Score: Raw -494501.253457 + Penalty 2736.864885 = -491764.388572
  nChanged 33
		SP:Iteration 18Q (15009.970000 sec): 3 clusters
  Score: Raw -494519.322617 + Penalty 2736.864885 = -491782.457732
  nChanged 24
		SP:Iteration 19Q (15009.980000 sec): 3 clusters
  Score: Raw -494530.103953 + Penalty 2736.864885 = -491793.239068
  nChanged 22
		SP:Iteration 20F (15009.990000 sec): 3 clusters
  Score: Raw -494537.875439 + Penalty 2736.864885 = -491801.010554
  nChanged 11
		SP:Iteration 21Q (15010.000000 sec): 3 clusters
  Score: Raw -494542.468537 + Penalty 2736.864885 = -491805.603652
  nChanged 11
		SP:Iteration 22Q (15010.010000 sec): 3 clusters
  Score: Raw -494544.925057 + Penalty 2736.864885 = -491808.060172
  nChanged 5
		SP:Iteration 23Q (15010.020000 sec): 3 clusters
  Score: Raw -494546.298145 + Penalty 2736.864885 = -491809.433260
  nChanged 5
		SP:Iteration 24Q (15010.030000 sec): 3 clusters
  Score: Raw -494548.244863 + Penalty 2736.864885 = -491811.379978
  nChanged 10
		SP:Iteration 25Q (15010.040000 sec): 3 clusters
  Score: Raw -494552.415484 + Penalty 2736.864885 = -491815.550599
  nChanged 9
		SP:Iteration 26Q (15010.050000 sec): 3 clusters
  Score: Raw -494554.982501 + Penalty 2736.864885 = -491818.117616
  nChanged 8
		SP:Iteration 27Q (15010.050000 sec): 3 clusters
  Score: Raw -494557.836968 + Penalty 2736.864885 = -491820.972083
  nChanged 8
		SP:Iteration 28Q (15010.070000 sec): 3 clusters
  Score: Raw -494560.902124 + Penalty 2736.864885 = -491824.037240
  nChanged 7
		SP:Iteration 29Q (15010.070000 sec): 3 clusters
  Score: Raw -494563.598657 + Penalty 2736.864885 = -491826.733772
  nChanged 8
		SP:Iteration 30Q (15010.080000 sec): 3 clusters
  Score: Raw -494567.053948 + Penalty 2736.864885 = -491830.189063
  nChanged 2
		SP:Iteration 31Q (15010.090000 sec): 3 clusters
  Score: Raw -494567.341101 + Penalty 2736.864885 = -491830.476216
  nChanged 0
		SP:Iteration 32F (15010.110000 sec): 3 clusters
  Score: Raw -494567.341101 + Penalty 2736.864885 = -491830.476216
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15010.140000 sec): 2 clusters
  Score: Raw -1498421.107926 + Penalty 1535.674028 = -1496885.433899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15010.170000 sec): 3 clusters
  Score: Raw -1491104.201395 + Penalty 3071.348055 = -1488032.853340
  nChanged 5574
		SP:Iteration 1F (15010.210000 sec): 3 clusters
  Score: Raw -1494057.931442 + Penalty 3071.348055 = -1490986.583387
  nChanged 785
		SP:Iteration 2F (15010.240000 sec): 3 clusters
  Score: Raw -1494433.791218 + Penalty 3071.348055 = -1491362.443163
  nChanged 735
		SP:Iteration 3F (15010.270000 sec): 3 clusters
  Score: Raw -1494776.039543 + Penalty 3071.348055 = -1491704.691488
  nChanged 696
		SP:Iteration 4F (15010.300000 sec): 3 clusters
  Score: Raw -1495126.208901 + Penalty 3071.348055 = -1492054.860846
  nChanged 656
		SP:Iteration 5F (15010.330000 sec): 3 clusters
  Score: Raw -1495475.726439 + Penalty 3071.348055 = -1492404.378383
  nChanged 665
		SP:Iteration 6F (15010.370000 sec): 3 clusters
  Score: Raw -1495862.950139 + Penalty 3071.348055 = -1492791.602084
  nChanged 678
		SP:Iteration 7F (15010.400000 sec): 3 clusters
  Score: Raw -1496312.312057 + Penalty 3071.348055 = -1493240.964002
  nChanged 684
		SP:Iteration 8F (15010.430000 sec): 3 clusters
  Score: Raw -1496800.104802 + Penalty 3071.348055 = -1493728.756747
  nChanged 645
		SP:Iteration 9F (15010.460000 sec): 3 clusters
  Score: Raw -1497308.590494 + Penalty 3071.348055 = -1494237.242439
  nChanged 533
		SP:Iteration 10Q (15010.490000 sec): 3 clusters
  Score: Raw -1497701.185281 + Penalty 3071.348055 = -1494629.837226
  nChanged 384
		SP:Iteration 11Q (15010.530000 sec): 3 clusters
  Score: Raw -1497996.130175 + Penalty 3071.348055 = -1494924.782120
  nChanged 274
		SP:Iteration 12Q (15010.560000 sec): 3 clusters
  Score: Raw -1498205.911841 + Penalty 3071.348055 = -1495134.563785
  nChanged 179
		SP:Iteration 13Q (15010.590000 sec): 3 clusters
  Score: Raw -1498335.860585 + Penalty 3071.348055 = -1495264.512530
  nChanged 105
		SP:Iteration 14Q (15010.620000 sec): 3 clusters
  Score: Raw -1498407.565470 + Penalty 3071.348055 = -1495336.217415
  nChanged 68
		SP:Iteration 15Q (15010.650000 sec): 3 clusters
  Score: Raw -1498454.164866 + Penalty 3071.348055 = -1495382.816811
  nChanged 60
		SP:Iteration 16Q (15010.670000 sec): 3 clusters
  Score: Raw -1498497.781220 + Penalty 3071.348055 = -1495426.433165
  nChanged 40
		SP:Iteration 17Q (15010.700000 sec): 3 clusters
  Score: Raw -1498538.844779 + Penalty 3071.348055 = -1495467.496724
  nChanged 38
		SP:Iteration 18Q (15010.730000 sec): 3 clusters
  Score: Raw -1498569.741460 + Penalty 3071.348055 = -1495498.393405
  nChanged 22
		SP:Iteration 19Q (15010.760000 sec): 3 clusters
  Score: Raw -1498591.419847 + Penalty 3071.348055 = -1495520.071792
  nChanged 13
		SP:Iteration 20F (15010.790000 sec): 3 clusters
  Score: Raw -1498603.017093 + Penalty 3071.348055 = -1495531.669038
  nChanged 6
		SP:Iteration 21Q (15010.810000 sec): 3 clusters
  Score: Raw -1498606.703561 + Penalty 3071.348055 = -1495535.355506
  nChanged 6
		SP:Iteration 22Q (15010.840000 sec): 3 clusters
  Score: Raw -1498611.406637 + Penalty 3071.348055 = -1495540.058582
  nChanged 6
		SP:Iteration 23Q (15010.870000 sec): 3 clusters
  Score: Raw -1498617.585672 + Penalty 3071.348055 = -1495546.237616
  nChanged 5
		SP:Iteration 24Q (15010.890000 sec): 3 clusters
  Score: Raw -1498622.834005 + Penalty 3071.348055 = -1495551.485950
  nChanged 11
		SP:Iteration 25Q (15010.920000 sec): 3 clusters
  Score: Raw -1498634.721000 + Penalty 3071.348055 = -1495563.372945
  nChanged 10
		SP:Iteration 26Q (15010.940000 sec): 3 clusters
  Score: Raw -1498639.794269 + Penalty 3071.348055 = -1495568.446214
  nChanged 6
		SP:Iteration 27Q (15010.970000 sec): 3 clusters
  Score: Raw -1498646.507213 + Penalty 3071.348055 = -1495575.159158
  nChanged 5
		SP:Iteration 28Q (15010.990000 sec): 3 clusters
  Score: Raw -1498651.405528 + Penalty 3071.348055 = -1495580.057473
  nChanged 5
		SP:Iteration 29Q (15011.020000 sec): 3 clusters
  Score: Raw -1498655.950955 + Penalty 3071.348055 = -1495584.602900
  nChanged 2
		SP:Iteration 30Q (15011.040000 sec): 3 clusters
  Score: Raw -1498657.260679 + Penalty 3071.348055 = -1495585.912624
  nChanged 1
		SP:Iteration 31Q (15011.070000 sec): 3 clusters
  Score: Raw -1498657.855407 + Penalty 3071.348055 = -1495586.507352
  nChanged 2
		SP:Iteration 32Q (15011.090000 sec): 3 clusters
  Score: Raw -1498658.571474 + Penalty 3071.348055 = -1495587.223419
  nChanged 0
		SP:Iteration 33F (15011.120000 sec): 3 clusters
  Score: Raw -1498658.571474 + Penalty 3071.348055 = -1495587.223419
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (96120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15011.400000 sec): 2 clusters
  Score: Raw -11228625.857123 + Penalty 1864.419812 = -11226761.437311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15011.650000 sec): 3 clusters
  Score: Raw -11166258.236570 + Penalty 3728.839624 = -11162529.396946
  nChanged 45985
		SP:Iteration 1F (15011.910000 sec): 3 clusters
  Score: Raw -11192637.981155 + Penalty 3728.839624 = -11188909.141531
  nChanged 3116
		SP:Iteration 2Q (15012.170000 sec): 3 clusters
  Score: Raw -11193468.148253 + Penalty 3728.839624 = -11189739.308629
  nChanged 3278
		SP:Iteration 3Q (15012.430000 sec): 3 clusters
  Score: Raw -11194512.387118 + Penalty 3728.839624 = -11190783.547494
  nChanged 3668
		SP:Iteration 4Q (15012.690000 sec): 3 clusters
  Score: Raw -11195894.912765 + Penalty 3728.839624 = -11192166.073141
  nChanged 4187
		SP:Iteration 5Q (15012.950000 sec): 3 clusters
  Score: Raw -11197671.972898 + Penalty 3728.839624 = -11193943.133274
  nChanged 4728
		SP:Iteration 6Q (15013.210000 sec): 3 clusters
  Score: Raw -11199955.228697 + Penalty 3728.839624 = -11196226.389073
  nChanged 5149
		SP:Iteration 7F (15013.460000 sec): 3 clusters
  Score: Raw -11202848.086443 + Penalty 3728.839624 = -11199119.246818
  nChanged 5564
		SP:Iteration 8F (15013.710000 sec): 3 clusters
  Score: Raw -11206344.491591 + Penalty 3728.839624 = -11202615.651967
  nChanged 5484
		SP:Iteration 9F (15013.970000 sec): 3 clusters
  Score: Raw -11209725.847341 + Penalty 3728.839624 = -11205997.007717
  nChanged 4725
		SP:Iteration 10Q (15014.230000 sec): 3 clusters
  Score: Raw -11212025.623108 + Penalty 3728.839624 = -11208296.783484
  nChanged 3393
		SP:Iteration 11Q (15014.480000 sec): 3 clusters
  Score: Raw -11213099.720453 + Penalty 3728.839624 = -11209370.880828
  nChanged 2216
		SP:Iteration 12Q (15014.730000 sec): 3 clusters
  Score: Raw -11213665.471521 + Penalty 3728.839624 = -11209936.631897
  nChanged 1688
		SP:Iteration 13Q (15014.980000 sec): 3 clusters
  Score: Raw -11214108.144780 + Penalty 3728.839624 = -11210379.305156
  nChanged 1491
		SP:Iteration 14Q (15015.230000 sec): 3 clusters
  Score: Raw -11214548.596586 + Penalty 3728.839624 = -11210819.756961
  nChanged 1554
		SP:Iteration 15Q (15015.480000 sec): 3 clusters
  Score: Raw -11215084.055366 + Penalty 3728.839624 = -11211355.215742
  nChanged 1653
		SP:Iteration 16Q (15015.730000 sec): 3 clusters
  Score: Raw -11215728.889016 + Penalty 3728.839624 = -11212000.049392
  nChanged 1809
		SP:Iteration 17Q (15015.980000 sec): 3 clusters
  Score: Raw -11216485.285352 + Penalty 3728.839624 = -11212756.445728
  nChanged 1829
		SP:Iteration 18Q (15016.230000 sec): 3 clusters
  Score: Raw -11217334.521461 + Penalty 3728.839624 = -11213605.681837
  nChanged 1845
		SP:Iteration 19Q (15016.480000 sec): 3 clusters
  Score: Raw -11218177.677790 + Penalty 3728.839624 = -11214448.838166
  nChanged 1821
		SP:Iteration 20F (15016.740000 sec): 3 clusters
  Score: Raw -11219005.143844 + Penalty 3728.839624 = -11215276.304219
  nChanged 1700
		SP:Iteration 21Q (15016.990000 sec): 3 clusters
  Score: Raw -11219740.348477 + Penalty 3728.839624 = -11216011.508853
  nChanged 1567
		SP:Iteration 22Q (15017.240000 sec): 3 clusters
  Score: Raw -11220304.714956 + Penalty 3728.839624 = -11216575.875332
  nChanged 1354
		SP:Iteration 23Q (15017.480000 sec): 3 clusters
  Score: Raw -11220720.311373 + Penalty 3728.839624 = -11216991.471748
  nChanged 1216
		SP:Iteration 24Q (15017.720000 sec): 3 clusters
  Score: Raw -11221043.010576 + Penalty 3728.839624 = -11217314.170952
  nChanged 1047
		SP:Iteration 25Q (15017.960000 sec): 3 clusters
  Score: Raw -11221280.158796 + Penalty 3728.839624 = -11217551.319172
  nChanged 920
		SP:Iteration 26Q (15018.190000 sec): 3 clusters
  Score: Raw -11221460.623827 + Penalty 3728.839624 = -11217731.784202
  nChanged 830
		SP:Iteration 27Q (15018.430000 sec): 3 clusters
  Score: Raw -11221608.499217 + Penalty 3728.839624 = -11217879.659593
  nChanged 717
		SP:Iteration 28Q (15018.660000 sec): 3 clusters
  Score: Raw -11221728.777682 + Penalty 3728.839624 = -11217999.938057
  nChanged 674
		SP:Iteration 29Q (15018.890000 sec): 3 clusters
  Score: Raw -11221838.664249 + Penalty 3728.839624 = -11218109.824625
  nChanged 610
		SP:Iteration 30Q (15019.130000 sec): 3 clusters
  Score: Raw -11221930.216301 + Penalty 3728.839624 = -11218201.376677
  nChanged 594
		SP:Iteration 31Q (15019.350000 sec): 3 clusters
  Score: Raw -11222013.332736 + Penalty 3728.839624 = -11218284.493112
  nChanged 569
		SP:Iteration 32Q (15019.590000 sec): 3 clusters
  Score: Raw -11222091.716419 + Penalty 3728.839624 = -11218362.876794
  nChanged 549
		SP:Iteration 33Q (15019.810000 sec): 3 clusters
  Score: Raw -11222163.470212 + Penalty 3728.839624 = -11218434.630587
  nChanged 555
		SP:Iteration 34Q (15020.040000 sec): 3 clusters
  Score: Raw -11222235.585178 + Penalty 3728.839624 = -11218506.745554
  nChanged 546
		SP:Iteration 35Q (15020.270000 sec): 3 clusters
  Score: Raw -11222308.756152 + Penalty 3728.839624 = -11218579.916528
  nChanged 549
		SP:Iteration 36Q (15020.500000 sec): 3 clusters
  Score: Raw -11222378.219104 + Penalty 3728.839624 = -11218649.379479
  nChanged 553
		SP:Iteration 37Q (15020.720000 sec): 3 clusters
  Score: Raw -11222446.393120 + Penalty 3728.839624 = -11218717.553496
  nChanged 514
		SP:Iteration 38Q (15020.950000 sec): 3 clusters
  Score: Raw -11222511.405146 + Penalty 3728.839624 = -11218782.565522
  nChanged 507
		SP:Iteration 39Q (15021.170000 sec): 3 clusters
  Score: Raw -11222575.215967 + Penalty 3728.839624 = -11218846.376342
  nChanged 498
		SP:Iteration 40F (15021.430000 sec): 3 clusters
  Score: Raw -11222639.067354 + Penalty 3728.839624 = -11218910.227730
  nChanged 569
		SP:Iteration 41Q (15021.650000 sec): 3 clusters
  Score: Raw -11222720.844262 + Penalty 3728.839624 = -11218992.004638
  nChanged 593
		SP:Iteration 42Q (15021.880000 sec): 3 clusters
  Score: Raw -11222805.330033 + Penalty 3728.839624 = -11219076.490408
  nChanged 594
		SP:Iteration 43Q (15022.110000 sec): 3 clusters
  Score: Raw -11222895.876494 + Penalty 3728.839624 = -11219167.036870
  nChanged 654
		SP:Iteration 44Q (15022.330000 sec): 3 clusters
  Score: Raw -11222997.967876 + Penalty 3728.839624 = -11219269.128252
  nChanged 667
		SP:Iteration 45Q (15022.560000 sec): 3 clusters
  Score: Raw -11223102.722691 + Penalty 3728.839624 = -11219373.883067
  nChanged 651
		SP:Iteration 46Q (15022.790000 sec): 3 clusters
  Score: Raw -11223210.089966 + Penalty 3728.839624 = -11219481.250341
  nChanged 705
		SP:Iteration 47Q (15023.010000 sec): 3 clusters
  Score: Raw -11223341.254764 + Penalty 3728.839624 = -11219612.415140
  nChanged 704
		SP:Iteration 48Q (15023.230000 sec): 3 clusters
  Score: Raw -11223477.237886 + Penalty 3728.839624 = -11219748.398261
  nChanged 738
		SP:Iteration 49Q (15023.450000 sec): 3 clusters
  Score: Raw -11223624.485628 + Penalty 3728.839624 = -11219895.646004
  nChanged 753
		SP:Iteration 50Q (15023.670000 sec): 3 clusters
  Score: Raw -11223779.839369 + Penalty 3728.839624 = -11220050.999745
  nChanged 768
		SP:Iteration 51Q (15023.890000 sec): 3 clusters
  Score: Raw -11223943.948593 + Penalty 3728.839624 = -11220215.108969
  nChanged 839
		SP:Iteration 52Q (15024.110000 sec): 3 clusters
  Score: Raw -11224150.782867 + Penalty 3728.839624 = -11220421.943242
  nChanged 854
		SP:Iteration 53Q (15024.320000 sec): 3 clusters
  Score: Raw -11224380.976403 + Penalty 3728.839624 = -11220652.136779
  nChanged 915
		SP:Iteration 54Q (15024.540000 sec): 3 clusters
  Score: Raw -11224648.812028 + Penalty 3728.839624 = -11220919.972404
  nChanged 925
		SP:Iteration 55Q (15024.750000 sec): 3 clusters
  Score: Raw -11224938.781036 + Penalty 3728.839624 = -11221209.941412
  nChanged 953
		SP:Iteration 56Q (15024.960000 sec): 3 clusters
  Score: Raw -11225262.081906 + Penalty 3728.839624 = -11221533.242282
  nChanged 923
		SP:Iteration 57Q (15025.170000 sec): 3 clusters
  Score: Raw -11225580.602695 + Penalty 3728.839624 = -11221851.763071
  nChanged 907
		SP:Iteration 58Q (15025.380000 sec): 3 clusters
  Score: Raw -11225905.587687 + Penalty 3728.839624 = -11222176.748063
  nChanged 899
		SP:Iteration 59Q (15025.590000 sec): 3 clusters
  Score: Raw -11226234.353301 + Penalty 3728.839624 = -11222505.513676
  nChanged 848
		SP:Iteration 60F (15025.830000 sec): 3 clusters
  Score: Raw -11226532.759260 + Penalty 3728.839624 = -11222803.919636
  nChanged 806
		SP:Iteration 61Q (15026.040000 sec): 3 clusters
  Score: Raw -11226837.841195 + Penalty 3728.839624 = -11223109.001571
  nChanged 806
		SP:Iteration 62Q (15026.240000 sec): 3 clusters
  Score: Raw -11227181.309684 + Penalty 3728.839624 = -11223452.470060
  nChanged 808
		SP:Iteration 63Q (15026.430000 sec): 3 clusters
  Score: Raw -11227546.122423 + Penalty 3728.839624 = -11223817.282799
  nChanged 768
		SP:Iteration 64Q (15026.630000 sec): 3 clusters
  Score: Raw -11227905.044357 + Penalty 3728.839624 = -11224176.204733
  nChanged 709
		SP:Iteration 65Q (15026.830000 sec): 3 clusters
  Score: Raw -11228239.528842 + Penalty 3728.839624 = -11224510.689218
  nChanged 637
		SP:Iteration 66Q (15027.020000 sec): 3 clusters
  Score: Raw -11228553.201694 + Penalty 3728.839624 = -11224824.362070
  nChanged 597
		SP:Iteration 67Q (15027.210000 sec): 3 clusters
  Score: Raw -11228853.175510 + Penalty 3728.839624 = -11225124.335886
  nChanged 517
		SP:Iteration 68Q (15027.400000 sec): 3 clusters
  Score: Raw -11229102.632033 + Penalty 3728.839624 = -11225373.792409
  nChanged 424
		SP:Iteration 69Q (15027.590000 sec): 3 clusters
  Score: Raw -11229300.521702 + Penalty 3728.839624 = -11225571.682078
  nChanged 362
		SP:Iteration 70Q (15027.780000 sec): 3 clusters
  Score: Raw -11229466.871541 + Penalty 3728.839624 = -11225738.031917
  nChanged 283
		SP:Iteration 71Q (15027.970000 sec): 3 clusters
  Score: Raw -11229590.626182 + Penalty 3728.839624 = -11225861.786558
  nChanged 260
		SP:Iteration 72Q (15028.150000 sec): 3 clusters
  Score: Raw -11229699.245295 + Penalty 3728.839624 = -11225970.405671
  nChanged 191
		SP:Iteration 73Q (15028.340000 sec): 3 clusters
  Score: Raw -11229773.400636 + Penalty 3728.839624 = -11226044.561012
  nChanged 159
		SP:Iteration 74Q (15028.520000 sec): 3 clusters
  Score: Raw -11229833.149916 + Penalty 3728.839624 = -11226104.310292
  nChanged 133
		SP:Iteration 75Q (15028.700000 sec): 3 clusters
  Score: Raw -11229875.557380 + Penalty 3728.839624 = -11226146.717756
  nChanged 114
		SP:Iteration 76Q (15028.880000 sec): 3 clusters
  Score: Raw -11229908.755613 + Penalty 3728.839624 = -11226179.915989
  nChanged 103
		SP:Iteration 77Q (15029.060000 sec): 3 clusters
  Score: Raw -11229941.403826 + Penalty 3728.839624 = -11226212.564202
  nChanged 80
		SP:Iteration 78Q (15029.240000 sec): 3 clusters
  Score: Raw -11229963.519794 + Penalty 3728.839624 = -11226234.680169
  nChanged 72
		SP:Iteration 79Q (15029.420000 sec): 3 clusters
  Score: Raw -11229986.413160 + Penalty 3728.839624 = -11226257.573535
  nChanged 76
		SP:Iteration 80F (15029.680000 sec): 3 clusters
  Score: Raw -11230027.486051 + Penalty 3728.839624 = -11226298.646427
  nChanged 76
		SP:Iteration 81Q (15029.860000 sec): 3 clusters
  Score: Raw -11230051.399129 + Penalty 3728.839624 = -11226322.559505
  nChanged 66
		SP:Iteration 82Q (15030.040000 sec): 3 clusters
  Score: Raw -11230066.654092 + Penalty 3728.839624 = -11226337.814467
  nChanged 55
		SP:Iteration 83Q (15030.220000 sec): 3 clusters
  Score: Raw -11230079.299769 + Penalty 3728.839624 = -11226350.460145
  nChanged 38
		SP:Iteration 84Q (15030.400000 sec): 3 clusters
  Score: Raw -11230088.397718 + Penalty 3728.839624 = -11226359.558094
  nChanged 40
		SP:Iteration 85Q (15030.580000 sec): 3 clusters
  Score: Raw -11230096.143824 + Penalty 3728.839624 = -11226367.304200
  nChanged 37
		SP:Iteration 86Q (15030.760000 sec): 3 clusters
  Score: Raw -11230105.746964 + Penalty 3728.839624 = -11226376.907339
  nChanged 43
		SP:Iteration 87Q (15030.940000 sec): 3 clusters
  Score: Raw -11230119.987707 + Penalty 3728.839624 = -11226391.148082
  nChanged 57
		SP:Iteration 88Q (15031.120000 sec): 3 clusters
  Score: Raw -11230139.757321 + Penalty 3728.839624 = -11226410.917697
  nChanged 58
		SP:Iteration 89Q (15031.300000 sec): 3 clusters
  Score: Raw -11230159.331092 + Penalty 3728.839624 = -11226430.491468
  nChanged 60
		SP:Iteration 90Q (15031.480000 sec): 3 clusters
  Score: Raw -11230179.340787 + Penalty 3728.839624 = -11226450.501163
  nChanged 46
		SP:Iteration 91Q (15031.660000 sec): 3 clusters
  Score: Raw -11230194.275060 + Penalty 3728.839624 = -11226465.435436
  nChanged 49
		SP:Iteration 92Q (15031.840000 sec): 3 clusters
  Score: Raw -11230206.119872 + Penalty 3728.839624 = -11226477.280247
  nChanged 41
		SP:Iteration 93Q (15032.020000 sec): 3 clusters
  Score: Raw -11230216.517596 + Penalty 3728.839624 = -11226487.677972
  nChanged 36
		SP:Iteration 94Q (15032.190000 sec): 3 clusters
  Score: Raw -11230222.931185 + Penalty 3728.839624 = -11226494.091561
  nChanged 23
		SP:Iteration 95Q (15032.370000 sec): 3 clusters
  Score: Raw -11230227.930522 + Penalty 3728.839624 = -11226499.090898
  nChanged 24
		SP:Iteration 96Q (15032.550000 sec): 3 clusters
  Score: Raw -11230233.580312 + Penalty 3728.839624 = -11226504.740687
  nChanged 22
		SP:Iteration 97Q (15032.730000 sec): 3 clusters
  Score: Raw -11230237.479925 + Penalty 3728.839624 = -11226508.640301
  nChanged 16
		SP:Iteration 98Q (15032.910000 sec): 3 clusters
  Score: Raw -11230240.562362 + Penalty 3728.839624 = -11226511.722738
  nChanged 13
		SP:Iteration 99Q (15033.090000 sec): 3 clusters
  Score: Raw -11230242.443932 + Penalty 3728.839624 = -11226513.604308
  nChanged 14
		SP:Iteration 100F (15033.340000 sec): 3 clusters
  Score: Raw -11230245.662097 + Penalty 3728.839624 = -11226516.822473
  nChanged 18
		SP:Iteration 101Q (15033.520000 sec): 3 clusters
  Score: Raw -11230250.156545 + Penalty 3728.839624 = -11226521.316921
  nChanged 23
		SP:Iteration 102Q (15033.700000 sec): 3 clusters
  Score: Raw -11230255.102204 + Penalty 3728.839624 = -11226526.262580
  nChanged 26
		SP:Iteration 103Q (15033.870000 sec): 3 clusters
  Score: Raw -11230260.596440 + Penalty 3728.839624 = -11226531.756816
  nChanged 16
		SP:Iteration 104Q (15034.050000 sec): 3 clusters
  Score: Raw -11230264.001579 + Penalty 3728.839624 = -11226535.161954
  nChanged 14
		SP:Iteration 105Q (15034.230000 sec): 3 clusters
  Score: Raw -11230267.033574 + Penalty 3728.839624 = -11226538.193950
  nChanged 11
		SP:Iteration 106Q (15034.410000 sec): 3 clusters
  Score: Raw -11230269.459846 + Penalty 3728.839624 = -11226540.620222
  nChanged 15
		SP:Iteration 107Q (15034.590000 sec): 3 clusters
  Score: Raw -11230272.058213 + Penalty 3728.839624 = -11226543.218589
  nChanged 7
		SP:Iteration 108Q (15034.770000 sec): 3 clusters
  Score: Raw -11230273.319221 + Penalty 3728.839624 = -11226544.479597
  nChanged 8
		SP:Iteration 109Q (15034.950000 sec): 3 clusters
  Score: Raw -11230274.505434 + Penalty 3728.839624 = -11226545.665809
  nChanged 10
		SP:Iteration 110Q (15035.130000 sec): 3 clusters
  Score: Raw -11230276.235913 + Penalty 3728.839624 = -11226547.396288
  nChanged 17
		SP:Iteration 111Q (15035.310000 sec): 3 clusters
  Score: Raw -11230279.796856 + Penalty 3728.839624 = -11226550.957232
  nChanged 18
		SP:Iteration 112Q (15035.490000 sec): 3 clusters
  Score: Raw -11230282.319548 + Penalty 3728.839624 = -11226553.479924
  nChanged 13
		SP:Iteration 113Q (15035.670000 sec): 3 clusters
  Score: Raw -11230284.499839 + Penalty 3728.839624 = -11226555.660215
  nChanged 12
		SP:Iteration 114Q (15035.860000 sec): 3 clusters
  Score: Raw -11230286.546237 + Penalty 3728.839624 = -11226557.706613
  nChanged 17
		SP:Iteration 115Q (15036.040000 sec): 3 clusters
  Score: Raw -11230289.192517 + Penalty 3728.839624 = -11226560.352892
  nChanged 9
		SP:Iteration 116Q (15036.230000 sec): 3 clusters
  Score: Raw -11230290.539815 + Penalty 3728.839624 = -11226561.700191
  nChanged 13
		SP:Iteration 117Q (15036.410000 sec): 3 clusters
  Score: Raw -11230292.743937 + Penalty 3728.839624 = -11226563.904313
  nChanged 16
		SP:Iteration 118Q (15036.600000 sec): 3 clusters
  Score: Raw -11230295.357207 + Penalty 3728.839624 = -11226566.517582
  nChanged 14
		SP:Iteration 119Q (15036.780000 sec): 3 clusters
  Score: Raw -11230297.530605 + Penalty 3728.839624 = -11226568.690981
  nChanged 13
		SP:Iteration 120F (15037.030000 sec): 3 clusters
  Score: Raw -11230299.683702 + Penalty 3728.839624 = -11226570.844077
  nChanged 13
		SP:Iteration 121Q (15037.210000 sec): 3 clusters
  Score: Raw -11230301.615322 + Penalty 3728.839624 = -11226572.775698
  nChanged 15
		SP:Iteration 122Q (15037.390000 sec): 3 clusters
  Score: Raw -11230303.635067 + Penalty 3728.839624 = -11226574.795443
  nChanged 15
		SP:Iteration 123Q (15037.570000 sec): 3 clusters
  Score: Raw -11230306.096510 + Penalty 3728.839624 = -11226577.256885
  nChanged 11
		SP:Iteration 124Q (15037.750000 sec): 3 clusters
  Score: Raw -11230307.628585 + Penalty 3728.839624 = -11226578.788961
  nChanged 6
		SP:Iteration 125Q (15037.920000 sec): 3 clusters
  Score: Raw -11230308.514381 + Penalty 3728.839624 = -11226579.674756
  nChanged 7
		SP:Iteration 126Q (15038.100000 sec): 3 clusters
  Score: Raw -11230309.515681 + Penalty 3728.839624 = -11226580.676057
  nChanged 7
		SP:Iteration 127Q (15038.290000 sec): 3 clusters
  Score: Raw -11230310.669186 + Penalty 3728.839624 = -11226581.829561
  nChanged 4
		SP:Iteration 128Q (15038.470000 sec): 3 clusters
  Score: Raw -11230311.176057 + Penalty 3728.839624 = -11226582.336433
  nChanged 3
		SP:Iteration 129Q (15038.650000 sec): 3 clusters
  Score: Raw -11230311.801456 + Penalty 3728.839624 = -11226582.961832
  nChanged 6
		SP:Iteration 130Q (15038.830000 sec): 3 clusters
  Score: Raw -11230312.808167 + Penalty 3728.839624 = -11226583.968542
  nChanged 8
		SP:Iteration 131Q (15039.010000 sec): 3 clusters
  Score: Raw -11230314.164172 + Penalty 3728.839624 = -11226585.324548
  nChanged 9
		SP:Iteration 132Q (15039.180000 sec): 3 clusters
  Score: Raw -11230315.740889 + Penalty 3728.839624 = -11226586.901265
  nChanged 13
		SP:Iteration 133Q (15039.360000 sec): 3 clusters
  Score: Raw -11230317.396057 + Penalty 3728.839624 = -11226588.556433
  nChanged 10
		SP:Iteration 134Q (15039.540000 sec): 3 clusters
  Score: Raw -11230318.677580 + Penalty 3728.839624 = -11226589.837955
  nChanged 3
		SP:Iteration 135Q (15039.720000 sec): 3 clusters
  Score: Raw -11230319.155080 + Penalty 3728.839624 = -11226590.315455
  nChanged 5
		SP:Iteration 136Q (15039.900000 sec): 3 clusters
  Score: Raw -11230319.504265 + Penalty 3728.839624 = -11226590.664641
  nChanged 2
		SP:Iteration 137Q (15040.080000 sec): 3 clusters
  Score: Raw -11230319.680848 + Penalty 3728.839624 = -11226590.841223
  nChanged 1
		SP:Iteration 138Q (15040.260000 sec): 3 clusters
  Score: Raw -11230319.753947 + Penalty 3728.839624 = -11226590.914323
  nChanged 2
		SP:Iteration 139Q (15040.450000 sec): 3 clusters
  Score: Raw -11230320.024435 + Penalty 3728.839624 = -11226591.184810
  nChanged 3
		SP:Iteration 140F (15040.700000 sec): 3 clusters
  Score: Raw -11230320.526814 + Penalty 3728.839624 = -11226591.687190
  nChanged 2
		SP:Iteration 141Q (15040.880000 sec): 3 clusters
  Score: Raw -11230320.819773 + Penalty 3728.839624 = -11226591.980149
  nChanged 1
		SP:Iteration 142Q (15041.060000 sec): 3 clusters
  Score: Raw -11230321.103021 + Penalty 3728.839624 = -11226592.263397
  nChanged 2
		SP:Iteration 143Q (15041.230000 sec): 3 clusters
  Score: Raw -11230321.321133 + Penalty 3728.839624 = -11226592.481509
  nChanged 2
		SP:Iteration 144Q (15041.410000 sec): 3 clusters
  Score: Raw -11230321.558104 + Penalty 3728.839624 = -11226592.718480
  nChanged 2
		SP:Iteration 145Q (15041.590000 sec): 3 clusters
  Score: Raw -11230321.648814 + Penalty 3728.839624 = -11226592.809190
  nChanged 2
		SP:Iteration 146Q (15041.770000 sec): 3 clusters
  Score: Raw -11230321.984770 + Penalty 3728.839624 = -11226593.145146
  nChanged 3
		SP:Iteration 147Q (15041.950000 sec): 3 clusters
  Score: Raw -11230322.223601 + Penalty 3728.839624 = -11226593.383977
  nChanged 1
		SP:Iteration 148Q (15042.130000 sec): 3 clusters
  Score: Raw -11230322.350552 + Penalty 3728.839624 = -11226593.510928
  nChanged 1
		SP:Iteration 149Q (15042.310000 sec): 3 clusters
  Score: Raw -11230322.439581 + Penalty 3728.839624 = -11226593.599957
  nChanged 2
		SP:Iteration 150Q (15042.490000 sec): 3 clusters
  Score: Raw -11230322.877802 + Penalty 3728.839624 = -11226594.038177
  nChanged 4
		SP:Iteration 151Q (15042.670000 sec): 3 clusters
  Score: Raw -11230323.718989 + Penalty 3728.839624 = -11226594.879364
  nChanged 5
		SP:Iteration 152Q (15042.850000 sec): 3 clusters
  Score: Raw -11230324.659184 + Penalty 3728.839624 = -11226595.819560
  nChanged 7
		SP:Iteration 153Q (15043.020000 sec): 3 clusters
  Score: Raw -11230325.906199 + Penalty 3728.839624 = -11226597.066575
  nChanged 7
		SP:Iteration 154Q (15043.200000 sec): 3 clusters
  Score: Raw -11230326.820720 + Penalty 3728.839624 = -11226597.981095
  nChanged 7
		SP:Iteration 155Q (15043.380000 sec): 3 clusters
  Score: Raw -11230328.050007 + Penalty 3728.839624 = -11226599.210383
  nChanged 5
		SP:Iteration 156Q (15043.560000 sec): 3 clusters
  Score: Raw -11230328.558773 + Penalty 3728.839624 = -11226599.719149
  nChanged 2
		SP:Iteration 157Q (15043.740000 sec): 3 clusters
  Score: Raw -11230328.861897 + Penalty 3728.839624 = -11226600.022273
  nChanged 3
		SP:Iteration 158Q (15043.920000 sec): 3 clusters
  Score: Raw -11230329.113773 + Penalty 3728.839624 = -11226600.274149
  nChanged 1
		SP:Iteration 159Q (15044.100000 sec): 3 clusters
  Score: Raw -11230329.276703 + Penalty 3728.839624 = -11226600.437079
  nChanged 0
		SP:Iteration 160F (15044.350000 sec): 3 clusters
  Score: Raw -11230329.276703 + Penalty 3728.839624 = -11226600.437079
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15044.430000 sec): 2 clusters
  Score: Raw -2050402.260913 + Penalty 1588.857422 = -2048813.403491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15044.480000 sec): 3 clusters
  Score: Raw -2039928.262925 + Penalty 3177.714844 = -2036750.548081
  nChanged 7908
		SP:Iteration 1F (15044.520000 sec): 3 clusters
  Score: Raw -2044433.267729 + Penalty 3177.714844 = -2041255.552885
  nChanged 1066
		SP:Iteration 2F (15044.570000 sec): 3 clusters
  Score: Raw -2044992.916560 + Penalty 3177.714844 = -2041815.201716
  nChanged 1097
		SP:Iteration 3F (15044.610000 sec): 3 clusters
  Score: Raw -2045598.034637 + Penalty 3177.714844 = -2042420.319793
  nChanged 1007
		SP:Iteration 4F (15044.660000 sec): 3 clusters
  Score: Raw -2046091.060197 + Penalty 3177.714844 = -2042913.345353
  nChanged 901
		SP:Iteration 5F (15044.700000 sec): 3 clusters
  Score: Raw -2046527.258970 + Penalty 3177.714844 = -2043349.544126
  nChanged 837
		SP:Iteration 6Q (15044.750000 sec): 3 clusters
  Score: Raw -2046906.805684 + Penalty 3177.714844 = -2043729.090840
  nChanged 710
		SP:Iteration 7Q (15044.790000 sec): 3 clusters
  Score: Raw -2047183.781228 + Penalty 3177.714844 = -2044006.066383
  nChanged 605
		SP:Iteration 8Q (15044.840000 sec): 3 clusters
  Score: Raw -2047389.301235 + Penalty 3177.714844 = -2044211.586390
  nChanged 488
		SP:Iteration 9Q (15044.880000 sec): 3 clusters
  Score: Raw -2047532.568954 + Penalty 3177.714844 = -2044354.854110
  nChanged 422
		SP:Iteration 10Q (15044.920000 sec): 3 clusters
  Score: Raw -2047633.842013 + Penalty 3177.714844 = -2044456.127169
  nChanged 331
		SP:Iteration 11Q (15044.970000 sec): 3 clusters
  Score: Raw -2047701.717367 + Penalty 3177.714844 = -2044524.002523
  nChanged 284
		SP:Iteration 12Q (15045.010000 sec): 3 clusters
  Score: Raw -2047759.326150 + Penalty 3177.714844 = -2044581.611306
  nChanged 259
		SP:Iteration 13Q (15045.060000 sec): 3 clusters
  Score: Raw -2047810.354038 + Penalty 3177.714844 = -2044632.639193
  nChanged 242
		SP:Iteration 14Q (15045.100000 sec): 3 clusters
  Score: Raw -2047856.743453 + Penalty 3177.714844 = -2044679.028609
  nChanged 210
		SP:Iteration 15Q (15045.150000 sec): 3 clusters
  Score: Raw -2047894.792866 + Penalty 3177.714844 = -2044717.078022
  nChanged 224
		SP:Iteration 16Q (15045.190000 sec): 3 clusters
  Score: Raw -2047935.621650 + Penalty 3177.714844 = -2044757.906806
  nChanged 213
		SP:Iteration 17Q (15045.240000 sec): 3 clusters
  Score: Raw -2047978.502225 + Penalty 3177.714844 = -2044800.787381
  nChanged 197
		SP:Iteration 18Q (15045.280000 sec): 3 clusters
  Score: Raw -2048018.044498 + Penalty 3177.714844 = -2044840.329654
  nChanged 249
		SP:Iteration 19Q (15045.320000 sec): 3 clusters
  Score: Raw -2048077.165820 + Penalty 3177.714844 = -2044899.450976
  nChanged 325
		SP:Iteration 20F (15045.370000 sec): 3 clusters
  Score: Raw -2048167.416703 + Penalty 3177.714844 = -2044989.701859
  nChanged 364
		SP:Iteration 21Q (15045.410000 sec): 3 clusters
  Score: Raw -2048277.935242 + Penalty 3177.714844 = -2045100.220398
  nChanged 399
		SP:Iteration 22Q (15045.460000 sec): 3 clusters
  Score: Raw -2048408.078844 + Penalty 3177.714844 = -2045230.364000
  nChanged 447
		SP:Iteration 23Q (15045.500000 sec): 3 clusters
  Score: Raw -2048565.081228 + Penalty 3177.714844 = -2045387.366384
  nChanged 494
		SP:Iteration 24Q (15045.550000 sec): 3 clusters
  Score: Raw -2048749.753891 + Penalty 3177.714844 = -2045572.039047
  nChanged 501
		SP:Iteration 25Q (15045.590000 sec): 3 clusters
  Score: Raw -2048960.655040 + Penalty 3177.714844 = -2045782.940196
  nChanged 523
		SP:Iteration 26Q (15045.640000 sec): 3 clusters
  Score: Raw -2049202.715208 + Penalty 3177.714844 = -2046025.000364
  nChanged 529
		SP:Iteration 27Q (15045.680000 sec): 3 clusters
  Score: Raw -2049461.377787 + Penalty 3177.714844 = -2046283.662943
  nChanged 474
		SP:Iteration 28Q (15045.720000 sec): 3 clusters
  Score: Raw -2049708.350063 + Penalty 3177.714844 = -2046530.635219
  nChanged 427
		SP:Iteration 29Q (15045.770000 sec): 3 clusters
  Score: Raw -2049935.240429 + Penalty 3177.714844 = -2046757.525585
  nChanged 370
		SP:Iteration 30Q (15045.820000 sec): 3 clusters
  Score: Raw -2050141.123585 + Penalty 3177.714844 = -2046963.408740
  nChanged 323
		SP:Iteration 31Q (15045.860000 sec): 3 clusters
  Score: Raw -2050344.958776 + Penalty 3177.714844 = -2047167.243932
  nChanged 261
		SP:Iteration 32Q (15045.900000 sec): 3 clusters
  Score: Raw -2050526.081650 + Penalty 3177.714844 = -2047348.366806
  nChanged 187
		SP:Iteration 33Q (15045.940000 sec): 3 clusters
  Score: Raw -2050625.872888 + Penalty 3177.714844 = -2047448.158044
  nChanged 130
		SP:Iteration 34Q (15045.990000 sec): 3 clusters
  Score: Raw -2050689.831663 + Penalty 3177.714844 = -2047512.116819
  nChanged 85
		SP:Iteration 35Q (15046.030000 sec): 3 clusters
  Score: Raw -2050727.912271 + Penalty 3177.714844 = -2047550.197427
  nChanged 63
		SP:Iteration 36Q (15046.070000 sec): 3 clusters
  Score: Raw -2050759.417168 + Penalty 3177.714844 = -2047581.702324
  nChanged 56
		SP:Iteration 37Q (15046.110000 sec): 3 clusters
  Score: Raw -2050782.116343 + Penalty 3177.714844 = -2047604.401499
  nChanged 42
		SP:Iteration 38Q (15046.150000 sec): 3 clusters
  Score: Raw -2050802.995895 + Penalty 3177.714844 = -2047625.281051
  nChanged 28
		SP:Iteration 39Q (15046.190000 sec): 3 clusters
  Score: Raw -2050819.156069 + Penalty 3177.714844 = -2047641.441224
  nChanged 19
		SP:Iteration 40F (15046.240000 sec): 3 clusters
  Score: Raw -2050832.711967 + Penalty 3177.714844 = -2047654.997123
  nChanged 28
		SP:Iteration 41Q (15046.270000 sec): 3 clusters
  Score: Raw -2050850.382696 + Penalty 3177.714844 = -2047672.667852
  nChanged 27
		SP:Iteration 42Q (15046.310000 sec): 3 clusters
  Score: Raw -2050863.029829 + Penalty 3177.714844 = -2047685.314985
  nChanged 16
		SP:Iteration 43Q (15046.350000 sec): 3 clusters
  Score: Raw -2050870.425570 + Penalty 3177.714844 = -2047692.710726
  nChanged 13
		SP:Iteration 44Q (15046.390000 sec): 3 clusters
  Score: Raw -2050878.727135 + Penalty 3177.714844 = -2047701.012291
  nChanged 13
		SP:Iteration 45Q (15046.420000 sec): 3 clusters
  Score: Raw -2050883.913074 + Penalty 3177.714844 = -2047706.198230
  nChanged 10
		SP:Iteration 46Q (15046.460000 sec): 3 clusters
  Score: Raw -2050886.747432 + Penalty 3177.714844 = -2047709.032588
  nChanged 2
		SP:Iteration 47Q (15046.500000 sec): 3 clusters
  Score: Raw -2050886.931401 + Penalty 3177.714844 = -2047709.216557
  nChanged 0
		SP:Iteration 48F (15046.540000 sec): 3 clusters
  Score: Raw -2050886.931401 + Penalty 3177.714844 = -2047709.216557
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15046.570000 sec): 2 clusters
  Score: Raw -942100.330241 + Penalty 1461.553021 = -940638.777221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15046.590000 sec): 3 clusters
  Score: Raw -937606.486025 + Penalty 2923.106041 = -934683.379984
  nChanged 3478
		SP:Iteration 1F (15046.610000 sec): 3 clusters
  Score: Raw -939466.300166 + Penalty 2923.106041 = -936543.194125
  nChanged 525
		SP:Iteration 2F (15046.630000 sec): 3 clusters
  Score: Raw -939703.129335 + Penalty 2923.106041 = -936780.023293
  nChanged 429
		SP:Iteration 3F (15046.650000 sec): 3 clusters
  Score: Raw -939881.651425 + Penalty 2923.106041 = -936958.545384
  nChanged 346
		SP:Iteration 4Q (15046.670000 sec): 3 clusters
  Score: Raw -940014.831928 + Penalty 2923.106041 = -937091.725887
  nChanged 302
		SP:Iteration 5Q (15046.690000 sec): 3 clusters
  Score: Raw -940123.029374 + Penalty 2923.106041 = -937199.923333
  nChanged 270
		SP:Iteration 6Q (15046.710000 sec): 3 clusters
  Score: Raw -940218.495957 + Penalty 2923.106041 = -937295.389915
  nChanged 240
		SP:Iteration 7Q (15046.730000 sec): 3 clusters
  Score: Raw -940298.441311 + Penalty 2923.106041 = -937375.335270
  nChanged 220
		SP:Iteration 8Q (15046.750000 sec): 3 clusters
  Score: Raw -940374.340129 + Penalty 2923.106041 = -937451.234088
  nChanged 232
		SP:Iteration 9Q (15046.770000 sec): 3 clusters
  Score: Raw -940464.248764 + Penalty 2923.106041 = -937541.142722
  nChanged 267
		SP:Iteration 10Q (15046.790000 sec): 3 clusters
  Score: Raw -940583.336257 + Penalty 2923.106041 = -937660.230216
  nChanged 298
		SP:Iteration 11Q (15046.810000 sec): 3 clusters
  Score: Raw -940743.208110 + Penalty 2923.106041 = -937820.102069
  nChanged 316
		SP:Iteration 12Q (15046.830000 sec): 3 clusters
  Score: Raw -940927.633125 + Penalty 2923.106041 = -938004.527084
  nChanged 326
		SP:Iteration 13Q (15046.850000 sec): 3 clusters
  Score: Raw -941120.642196 + Penalty 2923.106041 = -938197.536155
  nChanged 301
		SP:Iteration 14Q (15046.870000 sec): 3 clusters
  Score: Raw -941306.587992 + Penalty 2923.106041 = -938383.481950
  nChanged 273
		SP:Iteration 15Q (15046.890000 sec): 3 clusters
  Score: Raw -941497.379710 + Penalty 2923.106041 = -938574.273669
  nChanged 234
		SP:Iteration 16Q (15046.910000 sec): 3 clusters
  Score: Raw -941654.386612 + Penalty 2923.106041 = -938731.280571
  nChanged 162
		SP:Iteration 17Q (15046.930000 sec): 3 clusters
  Score: Raw -941770.189383 + Penalty 2923.106041 = -938847.083342
  nChanged 142
		SP:Iteration 18Q (15046.950000 sec): 3 clusters
  Score: Raw -941874.552750 + Penalty 2923.106041 = -938951.446709
  nChanged 112
		SP:Iteration 19Q (15046.970000 sec): 3 clusters
  Score: Raw -941965.067137 + Penalty 2923.106041 = -939041.961096
  nChanged 96
		SP:Iteration 20F (15046.990000 sec): 3 clusters
  Score: Raw -942038.462416 + Penalty 2923.106041 = -939115.356375
  nChanged 58
		SP:Iteration 21Q (15047.010000 sec): 3 clusters
  Score: Raw -942094.033921 + Penalty 2923.106041 = -939170.927880
  nChanged 47
		SP:Iteration 22Q (15047.020000 sec): 3 clusters
  Score: Raw -942145.605989 + Penalty 2923.106041 = -939222.499947
  nChanged 28
		SP:Iteration 23Q (15047.040000 sec): 3 clusters
  Score: Raw -942173.056285 + Penalty 2923.106041 = -939249.950244
  nChanged 23
		SP:Iteration 24Q (15047.060000 sec): 3 clusters
  Score: Raw -942195.648889 + Penalty 2923.106041 = -939272.542848
  nChanged 27
		SP:Iteration 25Q (15047.070000 sec): 3 clusters
  Score: Raw -942222.993359 + Penalty 2923.106041 = -939299.887318
  nChanged 23
		SP:Iteration 26Q (15047.090000 sec): 3 clusters
  Score: Raw -942250.472332 + Penalty 2923.106041 = -939327.366291
  nChanged 19
		SP:Iteration 27Q (15047.100000 sec): 3 clusters
  Score: Raw -942269.472130 + Penalty 2923.106041 = -939346.366089
  nChanged 9
		SP:Iteration 28Q (15047.120000 sec): 3 clusters
  Score: Raw -942277.288871 + Penalty 2923.106041 = -939354.182830
  nChanged 5
		SP:Iteration 29Q (15047.140000 sec): 3 clusters
  Score: Raw -942281.423080 + Penalty 2923.106041 = -939358.317038
  nChanged 1
		SP:Iteration 30Q (15047.150000 sec): 3 clusters
  Score: Raw -942281.865452 + Penalty 2923.106041 = -939358.759411
  nChanged 0
		SP:Iteration 31F (15047.170000 sec): 3 clusters
  Score: Raw -942281.865452 + Penalty 2923.106041 = -939358.759411
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15047.200000 sec): 2 clusters
  Score: Raw -1136038.639284 + Penalty 1490.249734 = -1134548.389549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15047.220000 sec): 3 clusters
  Score: Raw -1130621.400987 + Penalty 2980.499469 = -1127640.901518
  nChanged 4130
		SP:Iteration 1F (15047.250000 sec): 3 clusters
  Score: Raw -1132941.026907 + Penalty 2980.499469 = -1129960.527438
  nChanged 633
		SP:Iteration 2F (15047.270000 sec): 3 clusters
  Score: Raw -1133284.361850 + Penalty 2980.499469 = -1130303.862381
  nChanged 585
		SP:Iteration 3F (15047.300000 sec): 3 clusters
  Score: Raw -1133593.166965 + Penalty 2980.499469 = -1130612.667496
  nChanged 543
		SP:Iteration 4F (15047.320000 sec): 3 clusters
  Score: Raw -1133926.823904 + Penalty 2980.499469 = -1130946.324435
  nChanged 531
		SP:Iteration 5F (15047.340000 sec): 3 clusters
  Score: Raw -1134246.245209 + Penalty 2980.499469 = -1131265.745740
  nChanged 515
		SP:Iteration 6F (15047.370000 sec): 3 clusters
  Score: Raw -1134534.014241 + Penalty 2980.499469 = -1131553.514772
  nChanged 434
		SP:Iteration 7Q (15047.390000 sec): 3 clusters
  Score: Raw -1134752.648472 + Penalty 2980.499469 = -1131772.149003
  nChanged 353
		SP:Iteration 8Q (15047.420000 sec): 3 clusters
  Score: Raw -1134940.228913 + Penalty 2980.499469 = -1131959.729444
  nChanged 332
		SP:Iteration 9Q (15047.440000 sec): 3 clusters
  Score: Raw -1135140.238152 + Penalty 2980.499469 = -1132159.738683
  nChanged 342
		SP:Iteration 10Q (15047.460000 sec): 3 clusters
  Score: Raw -1135349.086095 + Penalty 2980.499469 = -1132368.586626
  nChanged 317
		SP:Iteration 11Q (15047.490000 sec): 3 clusters
  Score: Raw -1135544.118343 + Penalty 2980.499469 = -1132563.618874
  nChanged 266
		SP:Iteration 12Q (15047.510000 sec): 3 clusters
  Score: Raw -1135716.020599 + Penalty 2980.499469 = -1132735.521130
  nChanged 224
		SP:Iteration 13Q (15047.530000 sec): 3 clusters
  Score: Raw -1135872.876303 + Penalty 2980.499469 = -1132892.376834
  nChanged 197
		SP:Iteration 14Q (15047.560000 sec): 3 clusters
  Score: Raw -1136004.370994 + Penalty 2980.499469 = -1133023.871525
  nChanged 152
		SP:Iteration 15Q (15047.580000 sec): 3 clusters
  Score: Raw -1136103.390561 + Penalty 2980.499469 = -1133122.891092
  nChanged 123
		SP:Iteration 16Q (15047.600000 sec): 3 clusters
  Score: Raw -1136163.707853 + Penalty 2980.499469 = -1133183.208384
  nChanged 86
		SP:Iteration 17Q (15047.620000 sec): 3 clusters
  Score: Raw -1136211.788099 + Penalty 2980.499469 = -1133231.288630
  nChanged 81
		SP:Iteration 18Q (15047.640000 sec): 3 clusters
  Score: Raw -1136254.184399 + Penalty 2980.499469 = -1133273.684930
  nChanged 60
		SP:Iteration 19Q (15047.660000 sec): 3 clusters
  Score: Raw -1136292.730896 + Penalty 2980.499469 = -1133312.231427
  nChanged 57
		SP:Iteration 20F (15047.680000 sec): 3 clusters
  Score: Raw -1136330.746563 + Penalty 2980.499469 = -1133350.247094
  nChanged 52
		SP:Iteration 21Q (15047.710000 sec): 3 clusters
  Score: Raw -1136353.711992 + Penalty 2980.499469 = -1133373.212523
  nChanged 38
		SP:Iteration 22Q (15047.730000 sec): 3 clusters
  Score: Raw -1136369.177723 + Penalty 2980.499469 = -1133388.678254
  nChanged 24
		SP:Iteration 23Q (15047.740000 sec): 3 clusters
  Score: Raw -1136381.403725 + Penalty 2980.499469 = -1133400.904256
  nChanged 17
		SP:Iteration 24Q (15047.760000 sec): 3 clusters
  Score: Raw -1136391.229979 + Penalty 2980.499469 = -1133410.730510
  nChanged 19
		SP:Iteration 25Q (15047.780000 sec): 3 clusters
  Score: Raw -1136397.941533 + Penalty 2980.499469 = -1133417.442064
  nChanged 15
		SP:Iteration 26Q (15047.800000 sec): 3 clusters
  Score: Raw -1136405.301914 + Penalty 2980.499469 = -1133424.802445
  nChanged 9
		SP:Iteration 27Q (15047.820000 sec): 3 clusters
  Score: Raw -1136408.559474 + Penalty 2980.499469 = -1133428.060005
  nChanged 10
		SP:Iteration 28Q (15047.840000 sec): 3 clusters
  Score: Raw -1136411.335690 + Penalty 2980.499469 = -1133430.836221
  nChanged 6
		SP:Iteration 29Q (15047.860000 sec): 3 clusters
  Score: Raw -1136412.823001 + Penalty 2980.499469 = -1133432.323532
  nChanged 2
		SP:Iteration 30Q (15047.880000 sec): 3 clusters
  Score: Raw -1136413.581035 + Penalty 2980.499469 = -1133433.081566
  nChanged 4
		SP:Iteration 31Q (15047.900000 sec): 3 clusters
  Score: Raw -1136414.439822 + Penalty 2980.499469 = -1133433.940353
  nChanged 5
		SP:Iteration 32Q (15047.920000 sec): 3 clusters
  Score: Raw -1136415.481960 + Penalty 2980.499469 = -1133434.982491
  nChanged 1
		SP:Iteration 33Q (15047.940000 sec): 3 clusters
  Score: Raw -1136415.804500 + Penalty 2980.499469 = -1133435.305031
  nChanged 2
		SP:Iteration 34Q (15047.960000 sec): 3 clusters
  Score: Raw -1136416.149825 + Penalty 2980.499469 = -1133435.650356
  nChanged 0
		SP:Iteration 35F (15047.990000 sec): 3 clusters
  Score: Raw -1136416.149825 + Penalty 2980.499469 = -1133435.650356
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15048.010000 sec): 2 clusters
  Score: Raw -793989.495819 + Penalty 1435.532417 = -792553.963402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15048.020000 sec): 3 clusters
  Score: Raw -790274.790190 + Penalty 2871.064833 = -787403.725357
  nChanged 2885
		SP:Iteration 1F (15048.040000 sec): 3 clusters
  Score: Raw -791843.611989 + Penalty 2871.064833 = -788972.547155
  nChanged 441
		SP:Iteration 2F (15048.060000 sec): 3 clusters
  Score: Raw -792050.048821 + Penalty 2871.064833 = -789178.983987
  nChanged 357
		SP:Iteration 3F (15048.080000 sec): 3 clusters
  Score: Raw -792223.137493 + Penalty 2871.064833 = -789352.072660
  nChanged 304
		SP:Iteration 4Q (15048.100000 sec): 3 clusters
  Score: Raw -792376.614678 + Penalty 2871.064833 = -789505.549845
  nChanged 283
		SP:Iteration 5Q (15048.110000 sec): 3 clusters
  Score: Raw -792515.567057 + Penalty 2871.064833 = -789644.502224
  nChanged 246
		SP:Iteration 6Q (15048.130000 sec): 3 clusters
  Score: Raw -792646.643280 + Penalty 2871.064833 = -789775.578447
  nChanged 279
		SP:Iteration 7Q (15048.150000 sec): 3 clusters
  Score: Raw -792799.641151 + Penalty 2871.064833 = -789928.576317
  nChanged 263
		SP:Iteration 8Q (15048.160000 sec): 3 clusters
  Score: Raw -792961.649948 + Penalty 2871.064833 = -790090.585114
  nChanged 257
		SP:Iteration 9Q (15048.180000 sec): 3 clusters
  Score: Raw -793121.296503 + Penalty 2871.064833 = -790250.231670
  nChanged 246
		SP:Iteration 10Q (15048.200000 sec): 3 clusters
  Score: Raw -793300.219476 + Penalty 2871.064833 = -790429.154642
  nChanged 243
		SP:Iteration 11Q (15048.220000 sec): 3 clusters
  Score: Raw -793478.047043 + Penalty 2871.064833 = -790606.982209
  nChanged 196
		SP:Iteration 12Q (15048.230000 sec): 3 clusters
  Score: Raw -793624.062797 + Penalty 2871.064833 = -790752.997963
  nChanged 162
		SP:Iteration 13Q (15048.250000 sec): 3 clusters
  Score: Raw -793744.530139 + Penalty 2871.064833 = -790873.465305
  nChanged 120
		SP:Iteration 14Q (15048.260000 sec): 3 clusters
  Score: Raw -793846.130683 + Penalty 2871.064833 = -790975.065850
  nChanged 95
		SP:Iteration 15Q (15048.280000 sec): 3 clusters
  Score: Raw -793933.467983 + Penalty 2871.064833 = -791062.403150
  nChanged 77
		SP:Iteration 16Q (15048.290000 sec): 3 clusters
  Score: Raw -794009.086579 + Penalty 2871.064833 = -791138.021746
  nChanged 51
		SP:Iteration 17Q (15048.310000 sec): 3 clusters
  Score: Raw -794056.591373 + Penalty 2871.064833 = -791185.526539
  nChanged 33
		SP:Iteration 18Q (15048.320000 sec): 3 clusters
  Score: Raw -794092.905648 + Penalty 2871.064833 = -791221.840815
  nChanged 37
		SP:Iteration 19Q (15048.330000 sec): 3 clusters
  Score: Raw -794123.062614 + Penalty 2871.064833 = -791251.997780
  nChanged 24
		SP:Iteration 20F (15048.350000 sec): 3 clusters
  Score: Raw -794146.764454 + Penalty 2871.064833 = -791275.699621
  nChanged 17
		SP:Iteration 21Q (15048.360000 sec): 3 clusters
  Score: Raw -794161.612134 + Penalty 2871.064833 = -791290.547300
  nChanged 8
		SP:Iteration 22Q (15048.380000 sec): 3 clusters
  Score: Raw -794171.066437 + Penalty 2871.064833 = -791300.001603
  nChanged 9
		SP:Iteration 23Q (15048.390000 sec): 3 clusters
  Score: Raw -794181.053926 + Penalty 2871.064833 = -791309.989093
  nChanged 7
		SP:Iteration 24Q (15048.400000 sec): 3 clusters
  Score: Raw -794193.126081 + Penalty 2871.064833 = -791322.061248
  nChanged 6
		SP:Iteration 25Q (15048.420000 sec): 3 clusters
  Score: Raw -794199.704666 + Penalty 2871.064833 = -791328.639832
  nChanged 2
		SP:Iteration 26Q (15048.430000 sec): 3 clusters
  Score: Raw -794201.625416 + Penalty 2871.064833 = -791330.560583
  nChanged 3
		SP:Iteration 27Q (15048.440000 sec): 3 clusters
  Score: Raw -794203.754035 + Penalty 2871.064833 = -791332.689201
  nChanged 2
		SP:Iteration 28Q (15048.460000 sec): 3 clusters
  Score: Raw -794205.279517 + Penalty 2871.064833 = -791334.214683
  nChanged 1
		SP:Iteration 29Q (15048.470000 sec): 3 clusters
  Score: Raw -794205.847210 + Penalty 2871.064833 = -791334.782377
  nChanged 1
		SP:Iteration 30Q (15048.480000 sec): 3 clusters
  Score: Raw -794206.271384 + Penalty 2871.064833 = -791335.206551
  nChanged 1
		SP:Iteration 31Q (15048.490000 sec): 3 clusters
  Score: Raw -794208.193982 + Penalty 2871.064833 = -791337.129148
  nChanged 5
		SP:Iteration 32Q (15048.500000 sec): 3 clusters
  Score: Raw -794214.008552 + Penalty 2871.064833 = -791342.943718
  nChanged 2
		SP:Iteration 33Q (15048.520000 sec): 3 clusters
  Score: Raw -794215.475119 + Penalty 2871.064833 = -791344.410286
  nChanged 3
		SP:Iteration 34Q (15048.530000 sec): 3 clusters
  Score: Raw -794219.416678 + Penalty 2871.064833 = -791348.351845
  nChanged 6
		SP:Iteration 35Q (15048.540000 sec): 3 clusters
  Score: Raw -794223.692661 + Penalty 2871.064833 = -791352.627828
  nChanged 1
		SP:Iteration 36Q (15048.560000 sec): 3 clusters
  Score: Raw -794224.489449 + Penalty 2871.064833 = -791353.424616
  nChanged 1
		SP:Iteration 37Q (15048.570000 sec): 3 clusters
  Score: Raw -794225.175329 + Penalty 2871.064833 = -791354.110496
  nChanged 1
		SP:Iteration 38Q (15048.580000 sec): 3 clusters
  Score: Raw -794225.719686 + Penalty 2871.064833 = -791354.654853
  nChanged 0
		SP:Iteration 39F (15048.600000 sec): 3 clusters
  Score: Raw -794225.719686 + Penalty 2871.064833 = -791354.654853
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15048.610000 sec): 2 clusters
  Score: Raw -12016.309195 + Penalty 775.236251 = -11241.072943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15048.610000 sec): 3 clusters
  Score: Raw -12296.688845 + Penalty 1550.472503 = -10746.216342
  nChanged 22
		SP:Iteration 1F (15048.610000 sec): 3 clusters
  Score: Raw -12379.322439 + Penalty 1550.472503 = -10828.849936
  nChanged 4
		SP:Iteration 2Q (15048.610000 sec): 3 clusters
  Score: Raw -12404.780350 + Penalty 1550.472503 = -10854.307847
  nChanged 0
		SP:Iteration 3F (15048.610000 sec): 3 clusters
  Score: Raw -12404.780350 + Penalty 1550.472503 = -10854.307847
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (11928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15048.640000 sec): 2 clusters
  Score: Raw -1410823.718659 + Penalty 1525.329627 = -1409298.389032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15048.680000 sec): 3 clusters
  Score: Raw -1404053.801161 + Penalty 3050.659253 = -1401003.141908
  nChanged 5085
		SP:Iteration 1F (15048.700000 sec): 3 clusters
  Score: Raw -1406812.004346 + Penalty 3050.659253 = -1403761.345093
  nChanged 814
		SP:Iteration 2F (15048.740000 sec): 3 clusters
  Score: Raw -1407248.512741 + Penalty 3050.659253 = -1404197.853488
  nChanged 756
		SP:Iteration 3F (15048.760000 sec): 3 clusters
  Score: Raw -1407634.739529 + Penalty 3050.659253 = -1404584.080276
  nChanged 691
		SP:Iteration 4F (15048.800000 sec): 3 clusters
  Score: Raw -1408009.738551 + Penalty 3050.659253 = -1404959.079297
  nChanged 637
		SP:Iteration 5F (15048.820000 sec): 3 clusters
  Score: Raw -1408391.653525 + Penalty 3050.659253 = -1405340.994272
  nChanged 615
		SP:Iteration 6F (15048.860000 sec): 3 clusters
  Score: Raw -1408749.992649 + Penalty 3050.659253 = -1405699.333396
  nChanged 540
		SP:Iteration 7Q (15048.880000 sec): 3 clusters
  Score: Raw -1409039.987468 + Penalty 3050.659253 = -1405989.328215
  nChanged 484
		SP:Iteration 8Q (15048.920000 sec): 3 clusters
  Score: Raw -1409299.326787 + Penalty 3050.659253 = -1406248.667534
  nChanged 445
		SP:Iteration 9Q (15048.940000 sec): 3 clusters
  Score: Raw -1409519.669367 + Penalty 3050.659253 = -1406469.010113
  nChanged 372
		SP:Iteration 10Q (15048.970000 sec): 3 clusters
  Score: Raw -1409687.089095 + Penalty 3050.659253 = -1406636.429842
  nChanged 293
		SP:Iteration 11Q (15049.000000 sec): 3 clusters
  Score: Raw -1409803.992933 + Penalty 3050.659253 = -1406753.333680
  nChanged 232
		SP:Iteration 12Q (15049.030000 sec): 3 clusters
  Score: Raw -1409892.236722 + Penalty 3050.659253 = -1406841.577468
  nChanged 212
		SP:Iteration 13Q (15049.060000 sec): 3 clusters
  Score: Raw -1409968.387372 + Penalty 3050.659253 = -1406917.728118
  nChanged 157
		SP:Iteration 14Q (15049.090000 sec): 3 clusters
  Score: Raw -1410013.232322 + Penalty 3050.659253 = -1406962.573069
  nChanged 113
		SP:Iteration 15Q (15049.120000 sec): 3 clusters
  Score: Raw -1410041.241958 + Penalty 3050.659253 = -1406990.582704
  nChanged 100
		SP:Iteration 16Q (15049.150000 sec): 3 clusters
  Score: Raw -1410066.464823 + Penalty 3050.659253 = -1407015.805569
  nChanged 88
		SP:Iteration 17Q (15049.180000 sec): 3 clusters
  Score: Raw -1410084.308971 + Penalty 3050.659253 = -1407033.649717
  nChanged 74
		SP:Iteration 18Q (15049.210000 sec): 3 clusters
  Score: Raw -1410097.206211 + Penalty 3050.659253 = -1407046.546958
  nChanged 62
		SP:Iteration 19Q (15049.240000 sec): 3 clusters
  Score: Raw -1410108.092276 + Penalty 3050.659253 = -1407057.433022
  nChanged 54
		SP:Iteration 20F (15049.260000 sec): 3 clusters
  Score: Raw -1410116.307279 + Penalty 3050.659253 = -1407065.648026
  nChanged 44
		SP:Iteration 21Q (15049.290000 sec): 3 clusters
  Score: Raw -1410121.439036 + Penalty 3050.659253 = -1407070.779783
  nChanged 25
		SP:Iteration 22Q (15049.320000 sec): 3 clusters
  Score: Raw -1410124.359496 + Penalty 3050.659253 = -1407073.700242
  nChanged 25
		SP:Iteration 23Q (15049.350000 sec): 3 clusters
  Score: Raw -1410127.515606 + Penalty 3050.659253 = -1407076.856353
  nChanged 17
		SP:Iteration 24Q (15049.380000 sec): 3 clusters
  Score: Raw -1410129.310774 + Penalty 3050.659253 = -1407078.651521
  nChanged 15
		SP:Iteration 25Q (15049.410000 sec): 3 clusters
  Score: Raw -1410131.000883 + Penalty 3050.659253 = -1407080.341630
  nChanged 17
		SP:Iteration 26Q (15049.440000 sec): 3 clusters
  Score: Raw -1410132.524586 + Penalty 3050.659253 = -1407081.865332
  nChanged 15
		SP:Iteration 27Q (15049.470000 sec): 3 clusters
  Score: Raw -1410134.257772 + Penalty 3050.659253 = -1407083.598518
  nChanged 14
		SP:Iteration 28Q (15049.500000 sec): 3 clusters
  Score: Raw -1410135.813039 + Penalty 3050.659253 = -1407085.153786
  nChanged 15
		SP:Iteration 29Q (15049.520000 sec): 3 clusters
  Score: Raw -1410137.814641 + Penalty 3050.659253 = -1407087.155388
  nChanged 10
		SP:Iteration 30Q (15049.550000 sec): 3 clusters
  Score: Raw -1410138.560404 + Penalty 3050.659253 = -1407087.901151
  nChanged 8
		SP:Iteration 31Q (15049.580000 sec): 3 clusters
  Score: Raw -1410138.993238 + Penalty 3050.659253 = -1407088.333985
  nChanged 1
		SP:Iteration 32Q (15049.610000 sec): 3 clusters
  Score: Raw -1410139.179294 + Penalty 3050.659253 = -1407088.520041
  nChanged 3
		SP:Iteration 33Q (15049.640000 sec): 3 clusters
  Score: Raw -1410139.490039 + Penalty 3050.659253 = -1407088.830786
  nChanged 5
		SP:Iteration 34Q (15049.660000 sec): 3 clusters
  Score: Raw -1410139.885984 + Penalty 3050.659253 = -1407089.226731
  nChanged 5
		SP:Iteration 35Q (15049.690000 sec): 3 clusters
  Score: Raw -1410140.263116 + Penalty 3050.659253 = -1407089.603863
  nChanged 5
		SP:Iteration 36Q (15049.720000 sec): 3 clusters
  Score: Raw -1410141.062795 + Penalty 3050.659253 = -1407090.403542
  nChanged 7
		SP:Iteration 37Q (15049.750000 sec): 3 clusters
  Score: Raw -1410141.739486 + Penalty 3050.659253 = -1407091.080233
  nChanged 7
		SP:Iteration 38Q (15049.780000 sec): 3 clusters
  Score: Raw -1410142.386030 + Penalty 3050.659253 = -1407091.726777
  nChanged 7
		SP:Iteration 39Q (15049.810000 sec): 3 clusters
  Score: Raw -1410142.938931 + Penalty 3050.659253 = -1407092.279678
  nChanged 3
		SP:Iteration 40F (15049.840000 sec): 3 clusters
  Score: Raw -1410143.314568 + Penalty 3050.659253 = -1407092.655314
  nChanged 1
		SP:Iteration 41Q (15049.860000 sec): 3 clusters
  Score: Raw -1410143.378097 + Penalty 3050.659253 = -1407092.718844
  nChanged 2
		SP:Iteration 42Q (15049.890000 sec): 3 clusters
  Score: Raw -1410143.576274 + Penalty 3050.659253 = -1407092.917021
  nChanged 1
		SP:Iteration 43Q (15049.920000 sec): 3 clusters
  Score: Raw -1410143.686211 + Penalty 3050.659253 = -1407093.026958
  nChanged 0
		SP:Iteration 44F (15049.950000 sec): 3 clusters
  Score: Raw -1410143.686211 + Penalty 3050.659253 = -1407093.026958
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15049.970000 sec): 2 clusters
  Score: Raw -452306.226437 + Penalty 1350.522348 = -450955.704089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15049.980000 sec): 3 clusters
  Score: Raw -450304.713475 + Penalty 2701.044696 = -447603.668779
  nChanged 1561
		SP:Iteration 1F (15049.990000 sec): 3 clusters
  Score: Raw -451160.386286 + Penalty 2701.044696 = -448459.341590
  nChanged 304
		SP:Iteration 2F (15050.000000 sec): 3 clusters
  Score: Raw -451332.603417 + Penalty 2701.044696 = -448631.558721
  nChanged 229
		SP:Iteration 3F (15050.010000 sec): 3 clusters
  Score: Raw -451467.216969 + Penalty 2701.044696 = -448766.172273
  nChanged 206
		SP:Iteration 4F (15050.020000 sec): 3 clusters
  Score: Raw -451585.686995 + Penalty 2701.044696 = -448884.642299
  nChanged 155
		SP:Iteration 5Q (15050.030000 sec): 3 clusters
  Score: Raw -451680.134581 + Penalty 2701.044696 = -448979.089885
  nChanged 143
		SP:Iteration 6Q (15050.040000 sec): 3 clusters
  Score: Raw -451760.104081 + Penalty 2701.044696 = -449059.059385
  nChanged 150
		SP:Iteration 7Q (15050.050000 sec): 3 clusters
  Score: Raw -451851.095063 + Penalty 2701.044696 = -449150.050367
  nChanged 154
		SP:Iteration 8Q (15050.060000 sec): 3 clusters
  Score: Raw -451983.215423 + Penalty 2701.044696 = -449282.170727
  nChanged 179
		SP:Iteration 9Q (15050.070000 sec): 3 clusters
  Score: Raw -452124.010908 + Penalty 2701.044696 = -449422.966212
  nChanged 164
		SP:Iteration 10Q (15050.080000 sec): 3 clusters
  Score: Raw -452265.610575 + Penalty 2701.044696 = -449564.565879
  nChanged 149
		SP:Iteration 11Q (15050.090000 sec): 3 clusters
  Score: Raw -452388.787438 + Penalty 2701.044696 = -449687.742741
  nChanged 123
		SP:Iteration 12Q (15050.100000 sec): 3 clusters
  Score: Raw -452475.651161 + Penalty 2701.044696 = -449774.606465
  nChanged 107
		SP:Iteration 13Q (15050.110000 sec): 3 clusters
  Score: Raw -452545.315974 + Penalty 2701.044696 = -449844.271278
  nChanged 81
		SP:Iteration 14Q (15050.120000 sec): 3 clusters
  Score: Raw -452584.454695 + Penalty 2701.044696 = -449883.409999
  nChanged 54
		SP:Iteration 15Q (15050.130000 sec): 3 clusters
  Score: Raw -452611.393934 + Penalty 2701.044696 = -449910.349237
  nChanged 47
		SP:Iteration 16Q (15050.140000 sec): 3 clusters
  Score: Raw -452634.633819 + Penalty 2701.044696 = -449933.589123
  nChanged 46
		SP:Iteration 17Q (15050.150000 sec): 3 clusters
  Score: Raw -452656.427150 + Penalty 2701.044696 = -449955.382453
  nChanged 38
		SP:Iteration 18Q (15050.160000 sec): 3 clusters
  Score: Raw -452672.114390 + Penalty 2701.044696 = -449971.069694
  nChanged 37
		SP:Iteration 19Q (15050.160000 sec): 3 clusters
  Score: Raw -452687.917472 + Penalty 2701.044696 = -449986.872775
  nChanged 36
		SP:Iteration 20F (15050.180000 sec): 3 clusters
  Score: Raw -452703.495624 + Penalty 2701.044696 = -450002.450928
  nChanged 38
		SP:Iteration 21Q (15050.180000 sec): 3 clusters
  Score: Raw -452716.146259 + Penalty 2701.044696 = -450015.101563
  nChanged 20
		SP:Iteration 22Q (15050.190000 sec): 3 clusters
  Score: Raw -452724.182839 + Penalty 2701.044696 = -450023.138143
  nChanged 18
		SP:Iteration 23Q (15050.200000 sec): 3 clusters
  Score: Raw -452730.338570 + Penalty 2701.044696 = -450029.293874
  nChanged 18
		SP:Iteration 24Q (15050.210000 sec): 3 clusters
  Score: Raw -452734.863191 + Penalty 2701.044696 = -450033.818495
  nChanged 12
		SP:Iteration 25Q (15050.220000 sec): 3 clusters
  Score: Raw -452738.518494 + Penalty 2701.044696 = -450037.473798
  nChanged 14
		SP:Iteration 26Q (15050.230000 sec): 3 clusters
  Score: Raw -452742.223225 + Penalty 2701.044696 = -450041.178529
  nChanged 9
		SP:Iteration 27Q (15050.240000 sec): 3 clusters
  Score: Raw -452744.530086 + Penalty 2701.044696 = -450043.485390
  nChanged 7
		SP:Iteration 28Q (15050.250000 sec): 3 clusters
  Score: Raw -452746.605811 + Penalty 2701.044696 = -450045.561115
  nChanged 12
		SP:Iteration 29Q (15050.260000 sec): 3 clusters
  Score: Raw -452749.752654 + Penalty 2701.044696 = -450048.707958
  nChanged 9
		SP:Iteration 30Q (15050.270000 sec): 3 clusters
  Score: Raw -452752.541853 + Penalty 2701.044696 = -450051.497157
  nChanged 10
		SP:Iteration 31Q (15050.280000 sec): 3 clusters
  Score: Raw -452755.932201 + Penalty 2701.044696 = -450054.887504
  nChanged 10
		SP:Iteration 32Q (15050.280000 sec): 3 clusters
  Score: Raw -452759.700164 + Penalty 2701.044696 = -450058.655468
  nChanged 9
		SP:Iteration 33Q (15050.290000 sec): 3 clusters
  Score: Raw -452761.969964 + Penalty 2701.044696 = -450060.925268
  nChanged 4
		SP:Iteration 34Q (15050.300000 sec): 3 clusters
  Score: Raw -452762.527063 + Penalty 2701.044696 = -450061.482367
  nChanged 2
		SP:Iteration 35Q (15050.310000 sec): 3 clusters
  Score: Raw -452762.966677 + Penalty 2701.044696 = -450061.921981
  nChanged 1
		SP:Iteration 36Q (15050.320000 sec): 3 clusters
  Score: Raw -452763.063932 + Penalty 2701.044696 = -450062.019236
  nChanged 1
		SP:Iteration 37Q (15050.330000 sec): 3 clusters
  Score: Raw -452763.276267 + Penalty 2701.044696 = -450062.231571
  nChanged 0
		SP:Iteration 38F (15050.340000 sec): 3 clusters
  Score: Raw -452763.276267 + Penalty 2701.044696 = -450062.231571
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15050.350000 sec): 2 clusters
  Score: Raw -309043.203731 + Penalty 1292.756577 = -307750.447154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15050.360000 sec): 3 clusters
  Score: Raw -307748.106077 + Penalty 2585.513154 = -305162.592923
  nChanged 1041
		SP:Iteration 1F (15050.370000 sec): 3 clusters
  Score: Raw -308364.858574 + Penalty 2585.513154 = -305779.345420
  nChanged 209
		SP:Iteration 2F (15050.370000 sec): 3 clusters
  Score: Raw -308511.867416 + Penalty 2585.513154 = -305926.354263
  nChanged 152
		SP:Iteration 3F (15050.380000 sec): 3 clusters
  Score: Raw -308610.284137 + Penalty 2585.513154 = -306024.770983
  nChanged 111
		SP:Iteration 4Q (15050.390000 sec): 3 clusters
  Score: Raw -308680.643234 + Penalty 2585.513154 = -306095.130080
  nChanged 84
		SP:Iteration 5Q (15050.400000 sec): 3 clusters
  Score: Raw -308725.305344 + Penalty 2585.513154 = -306139.792190
  nChanged 69
		SP:Iteration 6Q (15050.400000 sec): 3 clusters
  Score: Raw -308763.767088 + Penalty 2585.513154 = -306178.253934
  nChanged 61
		SP:Iteration 7Q (15050.410000 sec): 3 clusters
  Score: Raw -308798.504095 + Penalty 2585.513154 = -306212.990941
  nChanged 55
		SP:Iteration 8Q (15050.420000 sec): 3 clusters
  Score: Raw -308827.820942 + Penalty 2585.513154 = -306242.307788
  nChanged 67
		SP:Iteration 9Q (15050.420000 sec): 3 clusters
  Score: Raw -308863.725414 + Penalty 2585.513154 = -306278.212260
  nChanged 63
		SP:Iteration 10Q (15050.430000 sec): 3 clusters
  Score: Raw -308898.195570 + Penalty 2585.513154 = -306312.682416
  nChanged 61
		SP:Iteration 11Q (15050.440000 sec): 3 clusters
  Score: Raw -308935.695674 + Penalty 2585.513154 = -306350.182520
  nChanged 65
		SP:Iteration 12Q (15050.440000 sec): 3 clusters
  Score: Raw -308980.273583 + Penalty 2585.513154 = -306394.760429
  nChanged 64
		SP:Iteration 13Q (15050.450000 sec): 3 clusters
  Score: Raw -309022.820113 + Penalty 2585.513154 = -306437.306959
  nChanged 66
		SP:Iteration 14Q (15050.460000 sec): 3 clusters
  Score: Raw -309072.670373 + Penalty 2585.513154 = -306487.157220
  nChanged 64
		SP:Iteration 15Q (15050.460000 sec): 3 clusters
  Score: Raw -309109.836530 + Penalty 2585.513154 = -306524.323376
  nChanged 45
		SP:Iteration 16Q (15050.470000 sec): 3 clusters
  Score: Raw -309146.084658 + Penalty 2585.513154 = -306560.571504
  nChanged 41
		SP:Iteration 17Q (15050.480000 sec): 3 clusters
  Score: Raw -309176.857012 + Penalty 2585.513154 = -306591.343858
  nChanged 49
		SP:Iteration 18Q (15050.480000 sec): 3 clusters
  Score: Raw -309217.879510 + Penalty 2585.513154 = -306632.366356
  nChanged 56
		SP:Iteration 19Q (15050.490000 sec): 3 clusters
  Score: Raw -309262.489944 + Penalty 2585.513154 = -306676.976790
  nChanged 55
		SP:Iteration 20F (15050.500000 sec): 3 clusters
  Score: Raw -309314.307096 + Penalty 2585.513154 = -306728.793942
  nChanged 57
		SP:Iteration 21Q (15050.500000 sec): 3 clusters
  Score: Raw -309357.746006 + Penalty 2585.513154 = -306772.232852
  nChanged 43
		SP:Iteration 22Q (15050.510000 sec): 3 clusters
  Score: Raw -309392.873607 + Penalty 2585.513154 = -306807.360453
  nChanged 43
		SP:Iteration 23Q (15050.520000 sec): 3 clusters
  Score: Raw -309426.437868 + Penalty 2585.513154 = -306840.924714
  nChanged 30
		SP:Iteration 24Q (15050.520000 sec): 3 clusters
  Score: Raw -309445.096092 + Penalty 2585.513154 = -306859.582939
  nChanged 35
		SP:Iteration 25Q (15050.530000 sec): 3 clusters
  Score: Raw -309471.427644 + Penalty 2585.513154 = -306885.914490
  nChanged 41
		SP:Iteration 26Q (15050.540000 sec): 3 clusters
  Score: Raw -309500.910598 + Penalty 2585.513154 = -306915.397444
  nChanged 44
		SP:Iteration 27Q (15050.540000 sec): 3 clusters
  Score: Raw -309538.967838 + Penalty 2585.513154 = -306953.454685
  nChanged 38
		SP:Iteration 28Q (15050.550000 sec): 3 clusters
  Score: Raw -309572.352820 + Penalty 2585.513154 = -306986.839666
  nChanged 35
		SP:Iteration 29Q (15050.560000 sec): 3 clusters
  Score: Raw -309605.667260 + Penalty 2585.513154 = -307020.154106
  nChanged 32
		SP:Iteration 30Q (15050.560000 sec): 3 clusters
  Score: Raw -309627.331581 + Penalty 2585.513154 = -307041.818427
  nChanged 29
		SP:Iteration 31Q (15050.570000 sec): 3 clusters
  Score: Raw -309646.495844 + Penalty 2585.513154 = -307060.982691
  nChanged 31
		SP:Iteration 32Q (15050.580000 sec): 3 clusters
  Score: Raw -309665.374676 + Penalty 2585.513154 = -307079.861523
  nChanged 25
		SP:Iteration 33Q (15050.580000 sec): 3 clusters
  Score: Raw -309675.755485 + Penalty 2585.513154 = -307090.242331
  nChanged 21
		SP:Iteration 34Q (15050.590000 sec): 3 clusters
  Score: Raw -309689.187304 + Penalty 2585.513154 = -307103.674150
  nChanged 20
		SP:Iteration 35Q (15050.590000 sec): 3 clusters
  Score: Raw -309701.460282 + Penalty 2585.513154 = -307115.947128
  nChanged 25
		SP:Iteration 36Q (15050.600000 sec): 3 clusters
  Score: Raw -309715.843014 + Penalty 2585.513154 = -307130.329860
  nChanged 17
		SP:Iteration 37Q (15050.600000 sec): 3 clusters
  Score: Raw -309723.222719 + Penalty 2585.513154 = -307137.709565
  nChanged 10
		SP:Iteration 38Q (15050.610000 sec): 3 clusters
  Score: Raw -309728.699355 + Penalty 2585.513154 = -307143.186201
  nChanged 16
		SP:Iteration 39Q (15050.620000 sec): 3 clusters
  Score: Raw -309741.761529 + Penalty 2585.513154 = -307156.248375
  nChanged 20
		SP:Iteration 40F (15050.620000 sec): 3 clusters
  Score: Raw -309758.879175 + Penalty 2585.513154 = -307173.366021
  nChanged 24
		SP:Iteration 41Q (15050.630000 sec): 3 clusters
  Score: Raw -309772.940311 + Penalty 2585.513154 = -307187.427157
  nChanged 24
		SP:Iteration 42Q (15050.640000 sec): 3 clusters
  Score: Raw -309786.726767 + Penalty 2585.513154 = -307201.213613
  nChanged 23
		SP:Iteration 43Q (15050.640000 sec): 3 clusters
  Score: Raw -309796.119587 + Penalty 2585.513154 = -307210.606433
  nChanged 24
		SP:Iteration 44Q (15050.650000 sec): 3 clusters
  Score: Raw -309811.395099 + Penalty 2585.513154 = -307225.881945
  nChanged 29
		SP:Iteration 45Q (15050.660000 sec): 3 clusters
  Score: Raw -309834.070174 + Penalty 2585.513154 = -307248.557020
  nChanged 45
		SP:Iteration 46Q (15050.660000 sec): 3 clusters
  Score: Raw -309870.221071 + Penalty 2585.513154 = -307284.707917
  nChanged 40
		SP:Iteration 47Q (15050.670000 sec): 3 clusters
  Score: Raw -309904.210219 + Penalty 2585.513154 = -307318.697065
  nChanged 44
		SP:Iteration 48Q (15050.670000 sec): 3 clusters
  Score: Raw -309949.328908 + Penalty 2585.513154 = -307363.815754
  nChanged 44
		SP:Iteration 49Q (15050.680000 sec): 3 clusters
  Score: Raw -309990.310838 + Penalty 2585.513154 = -307404.797684
  nChanged 45
		SP:Iteration 50Q (15050.680000 sec): 3 clusters
  Score: Raw -310027.647686 + Penalty 2585.513154 = -307442.134532
  nChanged 38
		SP:Iteration 51Q (15050.690000 sec): 3 clusters
  Score: Raw -310059.421808 + Penalty 2585.513154 = -307473.908654
  nChanged 35
		SP:Iteration 52Q (15050.700000 sec): 3 clusters
  Score: Raw -310088.505000 + Penalty 2585.513154 = -307502.991846
  nChanged 26
		SP:Iteration 53Q (15050.700000 sec): 3 clusters
  Score: Raw -310117.826508 + Penalty 2585.513154 = -307532.313354
  nChanged 33
		SP:Iteration 54Q (15050.710000 sec): 3 clusters
  Score: Raw -310145.524071 + Penalty 2585.513154 = -307560.010917
  nChanged 29
		SP:Iteration 55Q (15050.710000 sec): 3 clusters
  Score: Raw -310175.904270 + Penalty 2585.513154 = -307590.391116
  nChanged 24
		SP:Iteration 56Q (15050.720000 sec): 3 clusters
  Score: Raw -310193.298805 + Penalty 2585.513154 = -307607.785651
  nChanged 15
		SP:Iteration 57Q (15050.720000 sec): 3 clusters
  Score: Raw -310203.705016 + Penalty 2585.513154 = -307618.191862
  nChanged 12
		SP:Iteration 58Q (15050.730000 sec): 3 clusters
  Score: Raw -310211.570717 + Penalty 2585.513154 = -307626.057563
  nChanged 6
		SP:Iteration 59Q (15050.740000 sec): 3 clusters
  Score: Raw -310213.883577 + Penalty 2585.513154 = -307628.370424
  nChanged 3
		SP:Iteration 60F (15050.740000 sec): 3 clusters
  Score: Raw -310215.325932 + Penalty 2585.513154 = -307629.812779
  nChanged 3
		SP:Iteration 61Q (15050.750000 sec): 3 clusters
  Score: Raw -310216.262628 + Penalty 2585.513154 = -307630.749474
  nChanged 2
		SP:Iteration 62Q (15050.760000 sec): 3 clusters
  Score: Raw -310216.865087 + Penalty 2585.513154 = -307631.351933
  nChanged 0
		SP:Iteration 63F (15050.760000 sec): 3 clusters
  Score: Raw -310216.865087 + Penalty 2585.513154 = -307631.351933
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15050.770000 sec): 2 clusters
  Score: Raw -191961.385005 + Penalty 1216.483550 = -190744.901454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15050.780000 sec): 3 clusters
  Score: Raw -191200.249235 + Penalty 2432.967101 = -188767.282134
  nChanged 638
		SP:Iteration 1F (15050.780000 sec): 3 clusters
  Score: Raw -191699.153171 + Penalty 2432.967101 = -189266.186070
  nChanged 155
		SP:Iteration 2F (15050.780000 sec): 3 clusters
  Score: Raw -191869.202260 + Penalty 2432.967101 = -189436.235159
  nChanged 112
		SP:Iteration 3F (15050.790000 sec): 3 clusters
  Score: Raw -191976.159866 + Penalty 2432.967101 = -189543.192765
  nChanged 84
		SP:Iteration 4Q (15050.790000 sec): 3 clusters
  Score: Raw -192074.476338 + Penalty 2432.967101 = -189641.509237
  nChanged 83
		SP:Iteration 5Q (15050.800000 sec): 3 clusters
  Score: Raw -192195.879891 + Penalty 2432.967101 = -189762.912790
  nChanged 81
		SP:Iteration 6Q (15050.800000 sec): 3 clusters
  Score: Raw -192317.312873 + Penalty 2432.967101 = -189884.345772
  nChanged 77
		SP:Iteration 7Q (15050.800000 sec): 3 clusters
  Score: Raw -192429.717359 + Penalty 2432.967101 = -189996.750259
  nChanged 76
		SP:Iteration 8Q (15050.810000 sec): 3 clusters
  Score: Raw -192526.465547 + Penalty 2432.967101 = -190093.498446
  nChanged 52
		SP:Iteration 9Q (15050.810000 sec): 3 clusters
  Score: Raw -192580.553190 + Penalty 2432.967101 = -190147.586089
  nChanged 35
		SP:Iteration 10Q (15050.820000 sec): 3 clusters
  Score: Raw -192615.020743 + Penalty 2432.967101 = -190182.053643
  nChanged 29
		SP:Iteration 11Q (15050.820000 sec): 3 clusters
  Score: Raw -192637.397866 + Penalty 2432.967101 = -190204.430766
  nChanged 25
		SP:Iteration 12Q (15050.830000 sec): 3 clusters
  Score: Raw -192657.218387 + Penalty 2432.967101 = -190224.251286
  nChanged 18
		SP:Iteration 13Q (15050.830000 sec): 3 clusters
  Score: Raw -192669.356990 + Penalty 2432.967101 = -190236.389889
  nChanged 9
		SP:Iteration 14Q (15050.840000 sec): 3 clusters
  Score: Raw -192675.472530 + Penalty 2432.967101 = -190242.505429
  nChanged 6
		SP:Iteration 15Q (15050.840000 sec): 3 clusters
  Score: Raw -192677.866785 + Penalty 2432.967101 = -190244.899684
  nChanged 4
		SP:Iteration 16Q (15050.840000 sec): 3 clusters
  Score: Raw -192681.020533 + Penalty 2432.967101 = -190248.053433
  nChanged 9
		SP:Iteration 17Q (15050.850000 sec): 3 clusters
  Score: Raw -192687.594698 + Penalty 2432.967101 = -190254.627598
  nChanged 4
		SP:Iteration 18Q (15050.850000 sec): 3 clusters
  Score: Raw -192690.311623 + Penalty 2432.967101 = -190257.344522
  nChanged 3
		SP:Iteration 19Q (15050.860000 sec): 3 clusters
  Score: Raw -192691.988316 + Penalty 2432.967101 = -190259.021216
  nChanged 3
		SP:Iteration 20F (15050.860000 sec): 3 clusters
  Score: Raw -192692.809857 + Penalty 2432.967101 = -190259.842756
  nChanged 1
		SP:Iteration 21Q (15050.860000 sec): 3 clusters
  Score: Raw -192693.201224 + Penalty 2432.967101 = -190260.234123
  nChanged 1
		SP:Iteration 22Q (15050.870000 sec): 3 clusters
  Score: Raw -192693.605746 + Penalty 2432.967101 = -190260.638645
  nChanged 1
		SP:Iteration 23Q (15050.870000 sec): 3 clusters
  Score: Raw -192694.303846 + Penalty 2432.967101 = -190261.336745
  nChanged 2
		SP:Iteration 24Q (15050.880000 sec): 3 clusters
  Score: Raw -192695.518070 + Penalty 2432.967101 = -190262.550970
  nChanged 2
		SP:Iteration 25Q (15050.880000 sec): 3 clusters
  Score: Raw -192697.717005 + Penalty 2432.967101 = -190264.749904
  nChanged 4
		SP:Iteration 26Q (15050.880000 sec): 3 clusters
  Score: Raw -192699.655661 + Penalty 2432.967101 = -190266.688560
  nChanged 3
		SP:Iteration 27Q (15050.890000 sec): 3 clusters
  Score: Raw -192701.645447 + Penalty 2432.967101 = -190268.678347
  nChanged 2
		SP:Iteration 28Q (15050.890000 sec): 3 clusters
  Score: Raw -192704.693869 + Penalty 2432.967101 = -190271.726768
  nChanged 1
		SP:Iteration 29Q (15050.900000 sec): 3 clusters
  Score: Raw -192705.123566 + Penalty 2432.967101 = -190272.156465
  nChanged 0
		SP:Iteration 30F (15050.900000 sec): 3 clusters
  Score: Raw -192705.123566 + Penalty 2432.967101 = -190272.156465
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15050.940000 sec): 2 clusters
  Score: Raw -1416077.324500 + Penalty 1531.110869 = -1414546.213631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15050.970000 sec): 3 clusters
  Score: Raw -1408887.633296 + Penalty 3062.221738 = -1405825.411559
  nChanged 5466
		SP:Iteration 1F (15051.000000 sec): 3 clusters
  Score: Raw -1411903.794123 + Penalty 3062.221738 = -1408841.572385
  nChanged 746
		SP:Iteration 2F (15051.030000 sec): 3 clusters
  Score: Raw -1412257.915287 + Penalty 3062.221738 = -1409195.693550
  nChanged 627
		SP:Iteration 3F (15051.060000 sec): 3 clusters
  Score: Raw -1412539.271720 + Penalty 3062.221738 = -1409477.049982
  nChanged 539
		SP:Iteration 4Q (15051.090000 sec): 3 clusters
  Score: Raw -1412784.539983 + Penalty 3062.221738 = -1409722.318245
  nChanged 504
		SP:Iteration 5Q (15051.120000 sec): 3 clusters
  Score: Raw -1412993.692628 + Penalty 3062.221738 = -1409931.470891
  nChanged 460
		SP:Iteration 6Q (15051.160000 sec): 3 clusters
  Score: Raw -1413176.464072 + Penalty 3062.221738 = -1410114.242335
  nChanged 382
		SP:Iteration 7Q (15051.190000 sec): 3 clusters
  Score: Raw -1413299.359186 + Penalty 3062.221738 = -1410237.137449
  nChanged 346
		SP:Iteration 8Q (15051.220000 sec): 3 clusters
  Score: Raw -1413404.025090 + Penalty 3062.221738 = -1410341.803353
  nChanged 330
		SP:Iteration 9Q (15051.250000 sec): 3 clusters
  Score: Raw -1413491.294476 + Penalty 3062.221738 = -1410429.072738
  nChanged 283
		SP:Iteration 10Q (15051.280000 sec): 3 clusters
  Score: Raw -1413558.130243 + Penalty 3062.221738 = -1410495.908505
  nChanged 255
		SP:Iteration 11Q (15051.310000 sec): 3 clusters
  Score: Raw -1413617.312437 + Penalty 3062.221738 = -1410555.090699
  nChanged 243
		SP:Iteration 12Q (15051.340000 sec): 3 clusters
  Score: Raw -1413677.612892 + Penalty 3062.221738 = -1410615.391154
  nChanged 272
		SP:Iteration 13Q (15051.370000 sec): 3 clusters
  Score: Raw -1413753.634208 + Penalty 3062.221738 = -1410691.412471
  nChanged 312
		SP:Iteration 14Q (15051.400000 sec): 3 clusters
  Score: Raw -1413845.370198 + Penalty 3062.221738 = -1410783.148460
  nChanged 303
		SP:Iteration 15Q (15051.430000 sec): 3 clusters
  Score: Raw -1413941.423138 + Penalty 3062.221738 = -1410879.201401
  nChanged 372
		SP:Iteration 16Q (15051.460000 sec): 3 clusters
  Score: Raw -1414081.297440 + Penalty 3062.221738 = -1411019.075702
  nChanged 421
		SP:Iteration 17Q (15051.500000 sec): 3 clusters
  Score: Raw -1414269.380186 + Penalty 3062.221738 = -1411207.158448
  nChanged 465
		SP:Iteration 18Q (15051.520000 sec): 3 clusters
  Score: Raw -1414491.914735 + Penalty 3062.221738 = -1411429.692997
  nChanged 497
		SP:Iteration 19Q (15051.560000 sec): 3 clusters
  Score: Raw -1414754.757927 + Penalty 3062.221738 = -1411692.536190
  nChanged 471
		SP:Iteration 20F (15051.590000 sec): 3 clusters
  Score: Raw -1415013.848397 + Penalty 3062.221738 = -1411951.626659
  nChanged 453
		SP:Iteration 21Q (15051.620000 sec): 3 clusters
  Score: Raw -1415287.242745 + Penalty 3062.221738 = -1412225.021008
  nChanged 401
		SP:Iteration 22Q (15051.650000 sec): 3 clusters
  Score: Raw -1415527.817220 + Penalty 3062.221738 = -1412465.595483
  nChanged 328
		SP:Iteration 23Q (15051.680000 sec): 3 clusters
  Score: Raw -1415732.195863 + Penalty 3062.221738 = -1412669.974125
  nChanged 253
		SP:Iteration 24Q (15051.710000 sec): 3 clusters
  Score: Raw -1415881.049695 + Penalty 3062.221738 = -1412818.827957
  nChanged 204
		SP:Iteration 25Q (15051.740000 sec): 3 clusters
  Score: Raw -1416004.086441 + Penalty 3062.221738 = -1412941.864704
  nChanged 159
		SP:Iteration 26Q (15051.770000 sec): 3 clusters
  Score: Raw -1416099.097973 + Penalty 3062.221738 = -1413036.876235
  nChanged 95
		SP:Iteration 27Q (15051.800000 sec): 3 clusters
  Score: Raw -1416152.779797 + Penalty 3062.221738 = -1413090.558059
  nChanged 66
		SP:Iteration 28Q (15051.830000 sec): 3 clusters
  Score: Raw -1416186.407574 + Penalty 3062.221738 = -1413124.185837
  nChanged 43
		SP:Iteration 29Q (15051.860000 sec): 3 clusters
  Score: Raw -1416210.097365 + Penalty 3062.221738 = -1413147.875628
  nChanged 36
		SP:Iteration 30Q (15051.890000 sec): 3 clusters
  Score: Raw -1416229.733067 + Penalty 3062.221738 = -1413167.511329
  nChanged 25
		SP:Iteration 31Q (15051.920000 sec): 3 clusters
  Score: Raw -1416244.798862 + Penalty 3062.221738 = -1413182.577124
  nChanged 16
		SP:Iteration 32Q (15051.950000 sec): 3 clusters
  Score: Raw -1416255.542419 + Penalty 3062.221738 = -1413193.320681
  nChanged 15
		SP:Iteration 33Q (15051.980000 sec): 3 clusters
  Score: Raw -1416264.010460 + Penalty 3062.221738 = -1413201.788723
  nChanged 9
		SP:Iteration 34Q (15052.010000 sec): 3 clusters
  Score: Raw -1416268.351753 + Penalty 3062.221738 = -1413206.130015
  nChanged 7
		SP:Iteration 35Q (15052.040000 sec): 3 clusters
  Score: Raw -1416273.699945 + Penalty 3062.221738 = -1413211.478208
  nChanged 10
		SP:Iteration 36Q (15052.060000 sec): 3 clusters
  Score: Raw -1416279.064544 + Penalty 3062.221738 = -1413216.842806
  nChanged 10
		SP:Iteration 37Q (15052.090000 sec): 3 clusters
  Score: Raw -1416284.857566 + Penalty 3062.221738 = -1413222.635829
  nChanged 5
		SP:Iteration 38Q (15052.120000 sec): 3 clusters
  Score: Raw -1416288.327248 + Penalty 3062.221738 = -1413226.105510
  nChanged 6
		SP:Iteration 39Q (15052.150000 sec): 3 clusters
  Score: Raw -1416292.760235 + Penalty 3062.221738 = -1413230.538497
  nChanged 4
		SP:Iteration 40F (15052.180000 sec): 3 clusters
  Score: Raw -1416294.153275 + Penalty 3062.221738 = -1413231.931538
  nChanged 6
		SP:Iteration 41Q (15052.210000 sec): 3 clusters
  Score: Raw -1416297.222902 + Penalty 3062.221738 = -1413235.001164
  nChanged 5
		SP:Iteration 42Q (15052.240000 sec): 3 clusters
  Score: Raw -1416300.101442 + Penalty 3062.221738 = -1413237.879705
  nChanged 4
		SP:Iteration 43Q (15052.260000 sec): 3 clusters
  Score: Raw -1416302.051894 + Penalty 3062.221738 = -1413239.830157
  nChanged 5
		SP:Iteration 44Q (15052.290000 sec): 3 clusters
  Score: Raw -1416305.652369 + Penalty 3062.221738 = -1413243.430631
  nChanged 10
		SP:Iteration 45Q (15052.320000 sec): 3 clusters
  Score: Raw -1416312.111809 + Penalty 3062.221738 = -1413249.890071
  nChanged 14
		SP:Iteration 46Q (15052.350000 sec): 3 clusters
  Score: Raw -1416321.729740 + Penalty 3062.221738 = -1413259.508002
  nChanged 13
		SP:Iteration 47Q (15052.370000 sec): 3 clusters
  Score: Raw -1416329.010046 + Penalty 3062.221738 = -1413266.788308
  nChanged 5
		SP:Iteration 48Q (15052.400000 sec): 3 clusters
  Score: Raw -1416332.300431 + Penalty 3062.221738 = -1413270.078694
  nChanged 6
		SP:Iteration 49Q (15052.430000 sec): 3 clusters
  Score: Raw -1416334.904488 + Penalty 3062.221738 = -1413272.682750
  nChanged 2
		SP:Iteration 50Q (15052.460000 sec): 3 clusters
  Score: Raw -1416336.046287 + Penalty 3062.221738 = -1413273.824549
  nChanged 2
		SP:Iteration 51Q (15052.480000 sec): 3 clusters
  Score: Raw -1416337.355521 + Penalty 3062.221738 = -1413275.133783
  nChanged 3
		SP:Iteration 52Q (15052.510000 sec): 3 clusters
  Score: Raw -1416338.637557 + Penalty 3062.221738 = -1413276.415819
  nChanged 2
		SP:Iteration 53Q (15052.540000 sec): 3 clusters
  Score: Raw -1416339.847384 + Penalty 3062.221738 = -1413277.625647
  nChanged 5
		SP:Iteration 54Q (15052.560000 sec): 3 clusters
  Score: Raw -1416342.160590 + Penalty 3062.221738 = -1413279.938853
  nChanged 3
		SP:Iteration 55Q (15052.590000 sec): 3 clusters
  Score: Raw -1416343.792823 + Penalty 3062.221738 = -1413281.571086
  nChanged 0
		SP:Iteration 56F (15052.620000 sec): 3 clusters
  Score: Raw -1416343.792823 + Penalty 3062.221738 = -1413281.571086
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15052.640000 sec): 2 clusters
  Score: Raw -377938.652678 + Penalty 1314.740166 = -376623.912512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15052.650000 sec): 3 clusters
  Score: Raw -376384.148965 + Penalty 2629.480333 = -373754.668632
  nChanged 1261
		SP:Iteration 1F (15052.660000 sec): 3 clusters
  Score: Raw -377086.163183 + Penalty 2629.480333 = -374456.682850
  nChanged 238
		SP:Iteration 2F (15052.660000 sec): 3 clusters
  Score: Raw -377230.432970 + Penalty 2629.480333 = -374600.952638
  nChanged 161
		SP:Iteration 3Q (15052.670000 sec): 3 clusters
  Score: Raw -377322.197449 + Penalty 2629.480333 = -374692.717116
  nChanged 144
		SP:Iteration 4Q (15052.680000 sec): 3 clusters
  Score: Raw -377402.709125 + Penalty 2629.480333 = -374773.228792
  nChanged 107
		SP:Iteration 5Q (15052.690000 sec): 3 clusters
  Score: Raw -377464.304917 + Penalty 2629.480333 = -374834.824584
  nChanged 93
		SP:Iteration 6Q (15052.700000 sec): 3 clusters
  Score: Raw -377526.324895 + Penalty 2629.480333 = -374896.844563
  nChanged 103
		SP:Iteration 7Q (15052.700000 sec): 3 clusters
  Score: Raw -377589.203761 + Penalty 2629.480333 = -374959.723428
  nChanged 100
		SP:Iteration 8Q (15052.710000 sec): 3 clusters
  Score: Raw -377648.425367 + Penalty 2629.480333 = -375018.945034
  nChanged 107
		SP:Iteration 9Q (15052.720000 sec): 3 clusters
  Score: Raw -377720.552293 + Penalty 2629.480333 = -375091.071961
  nChanged 98
		SP:Iteration 10Q (15052.730000 sec): 3 clusters
  Score: Raw -377781.225729 + Penalty 2629.480333 = -375151.745396
  nChanged 85
		SP:Iteration 11Q (15052.740000 sec): 3 clusters
  Score: Raw -377840.556170 + Penalty 2629.480333 = -375211.075837
  nChanged 98
		SP:Iteration 12Q (15052.740000 sec): 3 clusters
  Score: Raw -377916.355967 + Penalty 2629.480333 = -375286.875634
  nChanged 83
		SP:Iteration 13Q (15052.750000 sec): 3 clusters
  Score: Raw -377976.145308 + Penalty 2629.480333 = -375346.664975
  nChanged 61
		SP:Iteration 14Q (15052.760000 sec): 3 clusters
  Score: Raw -378023.474266 + Penalty 2629.480333 = -375393.993933
  nChanged 45
		SP:Iteration 15Q (15052.770000 sec): 3 clusters
  Score: Raw -378053.795553 + Penalty 2629.480333 = -375424.315220
  nChanged 33
		SP:Iteration 16Q (15052.780000 sec): 3 clusters
  Score: Raw -378076.744642 + Penalty 2629.480333 = -375447.264310
  nChanged 30
		SP:Iteration 17Q (15052.780000 sec): 3 clusters
  Score: Raw -378093.970720 + Penalty 2629.480333 = -375464.490388
  nChanged 26
		SP:Iteration 18Q (15052.790000 sec): 3 clusters
  Score: Raw -378111.347255 + Penalty 2629.480333 = -375481.866922
  nChanged 14
		SP:Iteration 19Q (15052.800000 sec): 3 clusters
  Score: Raw -378119.841110 + Penalty 2629.480333 = -375490.360777
  nChanged 9
		SP:Iteration 20F (15052.800000 sec): 3 clusters
  Score: Raw -378126.088751 + Penalty 2629.480333 = -375496.608418
  nChanged 7
		SP:Iteration 21Q (15052.810000 sec): 3 clusters
  Score: Raw -378129.932059 + Penalty 2629.480333 = -375500.451726
  nChanged 8
		SP:Iteration 22Q (15052.820000 sec): 3 clusters
  Score: Raw -378133.110825 + Penalty 2629.480333 = -375503.630492
  nChanged 4
		SP:Iteration 23Q (15052.830000 sec): 3 clusters
  Score: Raw -378135.231394 + Penalty 2629.480333 = -375505.751061
  nChanged 2
		SP:Iteration 24Q (15052.840000 sec): 3 clusters
  Score: Raw -378136.621053 + Penalty 2629.480333 = -375507.140720
  nChanged 2
		SP:Iteration 25Q (15052.840000 sec): 3 clusters
  Score: Raw -378137.607007 + Penalty 2629.480333 = -375508.126674
  nChanged 0
		SP:Iteration 26F (15052.850000 sec): 3 clusters
  Score: Raw -378137.607007 + Penalty 2629.480333 = -375508.126674
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15052.860000 sec): 2 clusters
  Score: Raw -26935.025560 + Penalty 912.725303 = -26022.300257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15052.860000 sec): 3 clusters
  Score: Raw -27068.201234 + Penalty 1825.450607 = -25242.750628
  nChanged 51
		SP:Iteration 1F (15052.860000 sec): 3 clusters
  Score: Raw -27239.920632 + Penalty 1825.450607 = -25414.470025
  nChanged 22
		SP:Iteration 2F (15052.860000 sec): 3 clusters
  Score: Raw -27319.752670 + Penalty 1825.450607 = -25494.302063
  nChanged 13
		SP:Iteration 3Q (15052.860000 sec): 3 clusters
  Score: Raw -27381.820882 + Penalty 1825.450607 = -25556.370276
  nChanged 6
		SP:Iteration 4Q (15052.860000 sec): 3 clusters
  Score: Raw -27395.492823 + Penalty 1825.450607 = -25570.042216
  nChanged 2
		SP:Iteration 5Q (15052.860000 sec): 3 clusters
  Score: Raw -27403.158028 + Penalty 1825.450607 = -25577.707421
  nChanged 1
		SP:Iteration 6Q (15052.860000 sec): 3 clusters
  Score: Raw -27405.227584 + Penalty 1825.450607 = -25579.776978
  nChanged 0
		SP:Iteration 7F (15052.860000 sec): 3 clusters
  Score: Raw -27405.227584 + Penalty 1825.450607 = -25579.776978
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15052.920000 sec): 2 clusters
  Score: Raw -2029113.811534 + Penalty 1590.881315 = -2027522.930220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15052.960000 sec): 3 clusters
  Score: Raw -2018384.595892 + Penalty 3181.762630 = -2015202.833263
  nChanged 8158
		SP:Iteration 1F (15053.010000 sec): 3 clusters
  Score: Raw -2023197.105948 + Penalty 3181.762630 = -2020015.343319
  nChanged 1171
		SP:Iteration 2F (15053.060000 sec): 3 clusters
  Score: Raw -2023863.366899 + Penalty 3181.762630 = -2020681.604270
  nChanged 1134
		SP:Iteration 3F (15053.100000 sec): 3 clusters
  Score: Raw -2024497.754338 + Penalty 3181.762630 = -2021315.991709
  nChanged 1142
		SP:Iteration 4F (15053.140000 sec): 3 clusters
  Score: Raw -2025119.009029 + Penalty 3181.762630 = -2021937.246400
  nChanged 1091
		SP:Iteration 5F (15053.190000 sec): 3 clusters
  Score: Raw -2025765.929951 + Penalty 3181.762630 = -2022584.167322
  nChanged 1038
		SP:Iteration 6F (15053.240000 sec): 3 clusters
  Score: Raw -2026399.465741 + Penalty 3181.762630 = -2023217.703112
  nChanged 929
		SP:Iteration 7F (15053.280000 sec): 3 clusters
  Score: Raw -2027002.548215 + Penalty 3181.762630 = -2023820.785586
  nChanged 842
		SP:Iteration 8Q (15053.330000 sec): 3 clusters
  Score: Raw -2027606.512063 + Penalty 3181.762630 = -2024424.749433
  nChanged 737
		SP:Iteration 9Q (15053.380000 sec): 3 clusters
  Score: Raw -2028223.970169 + Penalty 3181.762630 = -2025042.207540
  nChanged 660
		SP:Iteration 10Q (15053.420000 sec): 3 clusters
  Score: Raw -2028878.787640 + Penalty 3181.762630 = -2025697.025010
  nChanged 469
		SP:Iteration 11Q (15053.460000 sec): 3 clusters
  Score: Raw -2029326.193349 + Penalty 3181.762630 = -2026144.430719
  nChanged 330
		SP:Iteration 12Q (15053.500000 sec): 3 clusters
  Score: Raw -2029581.051357 + Penalty 3181.762630 = -2026399.288728
  nChanged 223
		SP:Iteration 13Q (15053.550000 sec): 3 clusters
  Score: Raw -2029719.794290 + Penalty 3181.762630 = -2026538.031661
  nChanged 149
		SP:Iteration 14Q (15053.580000 sec): 3 clusters
  Score: Raw -2029822.671486 + Penalty 3181.762630 = -2026640.908856
  nChanged 115
		SP:Iteration 15Q (15053.620000 sec): 3 clusters
  Score: Raw -2029906.721568 + Penalty 3181.762630 = -2026724.958938
  nChanged 90
		SP:Iteration 16Q (15053.660000 sec): 3 clusters
  Score: Raw -2029953.896417 + Penalty 3181.762630 = -2026772.133788
  nChanged 63
		SP:Iteration 17Q (15053.700000 sec): 3 clusters
  Score: Raw -2029983.767330 + Penalty 3181.762630 = -2026802.004701
  nChanged 53
		SP:Iteration 18Q (15053.730000 sec): 3 clusters
  Score: Raw -2030008.497326 + Penalty 3181.762630 = -2026826.734697
  nChanged 43
		SP:Iteration 19Q (15053.770000 sec): 3 clusters
  Score: Raw -2030026.494700 + Penalty 3181.762630 = -2026844.732071
  nChanged 41
		SP:Iteration 20F (15053.810000 sec): 3 clusters
  Score: Raw -2030038.275824 + Penalty 3181.762630 = -2026856.513194
  nChanged 21
		SP:Iteration 21Q (15053.850000 sec): 3 clusters
  Score: Raw -2030043.195058 + Penalty 3181.762630 = -2026861.432428
  nChanged 18
		SP:Iteration 22Q (15053.880000 sec): 3 clusters
  Score: Raw -2030047.912069 + Penalty 3181.762630 = -2026866.149440
  nChanged 9
		SP:Iteration 23Q (15053.920000 sec): 3 clusters
  Score: Raw -2030049.266005 + Penalty 3181.762630 = -2026867.503375
  nChanged 8
		SP:Iteration 24Q (15053.960000 sec): 3 clusters
  Score: Raw -2030051.214756 + Penalty 3181.762630 = -2026869.452126
  nChanged 10
		SP:Iteration 25Q (15053.990000 sec): 3 clusters
  Score: Raw -2030053.119292 + Penalty 3181.762630 = -2026871.356662
  nChanged 11
		SP:Iteration 26Q (15054.030000 sec): 3 clusters
  Score: Raw -2030055.853085 + Penalty 3181.762630 = -2026874.090456
  nChanged 7
		SP:Iteration 27Q (15054.060000 sec): 3 clusters
  Score: Raw -2030057.829858 + Penalty 3181.762630 = -2026876.067229
  nChanged 9
		SP:Iteration 28Q (15054.100000 sec): 3 clusters
  Score: Raw -2030060.123457 + Penalty 3181.762630 = -2026878.360828
  nChanged 10
		SP:Iteration 29Q (15054.140000 sec): 3 clusters
  Score: Raw -2030062.772910 + Penalty 3181.762630 = -2026881.010281
  nChanged 6
		SP:Iteration 30Q (15054.170000 sec): 3 clusters
  Score: Raw -2030064.898149 + Penalty 3181.762630 = -2026883.135519
  nChanged 11
		SP:Iteration 31Q (15054.210000 sec): 3 clusters
  Score: Raw -2030066.584070 + Penalty 3181.762630 = -2026884.821440
  nChanged 9
		SP:Iteration 32Q (15054.240000 sec): 3 clusters
  Score: Raw -2030067.862805 + Penalty 3181.762630 = -2026886.100175
  nChanged 9
		SP:Iteration 33Q (15054.280000 sec): 3 clusters
  Score: Raw -2030069.708844 + Penalty 3181.762630 = -2026887.946215
  nChanged 11
		SP:Iteration 34Q (15054.310000 sec): 3 clusters
  Score: Raw -2030071.466307 + Penalty 3181.762630 = -2026889.703677
  nChanged 7
		SP:Iteration 35Q (15054.350000 sec): 3 clusters
  Score: Raw -2030072.761258 + Penalty 3181.762630 = -2026890.998628
  nChanged 8
		SP:Iteration 36Q (15054.380000 sec): 3 clusters
  Score: Raw -2030074.547898 + Penalty 3181.762630 = -2026892.785268
  nChanged 10
		SP:Iteration 37Q (15054.420000 sec): 3 clusters
  Score: Raw -2030077.452683 + Penalty 3181.762630 = -2026895.690054
  nChanged 11
		SP:Iteration 38Q (15054.450000 sec): 3 clusters
  Score: Raw -2030079.766865 + Penalty 3181.762630 = -2026898.004236
  nChanged 6
		SP:Iteration 39Q (15054.490000 sec): 3 clusters
  Score: Raw -2030080.892484 + Penalty 3181.762630 = -2026899.129854
  nChanged 4
		SP:Iteration 40F (15054.530000 sec): 3 clusters
  Score: Raw -2030081.584912 + Penalty 3181.762630 = -2026899.822283
  nChanged 3
		SP:Iteration 41Q (15054.570000 sec): 3 clusters
  Score: Raw -2030082.339453 + Penalty 3181.762630 = -2026900.576823
  nChanged 6
		SP:Iteration 42Q (15054.600000 sec): 3 clusters
  Score: Raw -2030083.653252 + Penalty 3181.762630 = -2026901.890623
  nChanged 5
		SP:Iteration 43Q (15054.640000 sec): 3 clusters
  Score: Raw -2030084.761479 + Penalty 3181.762630 = -2026902.998849
  nChanged 4
		SP:Iteration 44Q (15054.680000 sec): 3 clusters
  Score: Raw -2030085.665238 + Penalty 3181.762630 = -2026903.902608
  nChanged 5
		SP:Iteration 45Q (15054.710000 sec): 3 clusters
  Score: Raw -2030086.270014 + Penalty 3181.762630 = -2026904.507385
  nChanged 1
		SP:Iteration 46Q (15054.740000 sec): 3 clusters
  Score: Raw -2030086.605713 + Penalty 3181.762630 = -2026904.843083
  nChanged 2
		SP:Iteration 47Q (15054.780000 sec): 3 clusters
  Score: Raw -2030087.112518 + Penalty 3181.762630 = -2026905.349889
  nChanged 2
		SP:Iteration 48Q (15054.810000 sec): 3 clusters
  Score: Raw -2030087.520786 + Penalty 3181.762630 = -2026905.758157
  nChanged 2
		SP:Iteration 49Q (15054.850000 sec): 3 clusters
  Score: Raw -2030088.078960 + Penalty 3181.762630 = -2026906.316331
  nChanged 3
		SP:Iteration 50Q (15054.880000 sec): 3 clusters
  Score: Raw -2030088.416849 + Penalty 3181.762630 = -2026906.654219
  nChanged 2
		SP:Iteration 51Q (15054.920000 sec): 3 clusters
  Score: Raw -2030088.775739 + Penalty 3181.762630 = -2026907.013110
  nChanged 1
		SP:Iteration 52Q (15054.950000 sec): 3 clusters
  Score: Raw -2030088.889866 + Penalty 3181.762630 = -2026907.127236
  nChanged 1
		SP:Iteration 53Q (15054.990000 sec): 3 clusters
  Score: Raw -2030089.020471 + Penalty 3181.762630 = -2026907.257841
  nChanged 0
		SP:Iteration 54F (15055.030000 sec): 3 clusters
  Score: Raw -2030089.020471 + Penalty 3181.762630 = -2026907.257841
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (7781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15055.060000 sec): 2 clusters
  Score: Raw -859104.565256 + Penalty 1455.909023 = -857648.656233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15055.080000 sec): 3 clusters
  Score: Raw -854785.765879 + Penalty 2911.818047 = -851873.947833
  nChanged 3312
		SP:Iteration 1F (15055.100000 sec): 3 clusters
  Score: Raw -856634.383693 + Penalty 2911.818047 = -853722.565647
  nChanged 581
		SP:Iteration 2F (15055.120000 sec): 3 clusters
  Score: Raw -857013.701905 + Penalty 2911.818047 = -854101.883858
  nChanged 501
		SP:Iteration 3F (15055.140000 sec): 3 clusters
  Score: Raw -857381.867185 + Penalty 2911.818047 = -854470.049138
  nChanged 531
		SP:Iteration 4F (15055.160000 sec): 3 clusters
  Score: Raw -857754.111483 + Penalty 2911.818047 = -854842.293436
  nChanged 473
		SP:Iteration 5F (15055.180000 sec): 3 clusters
  Score: Raw -858048.691729 + Penalty 2911.818047 = -855136.873682
  nChanged 427
		SP:Iteration 6F (15055.200000 sec): 3 clusters
  Score: Raw -858326.965005 + Penalty 2911.818047 = -855415.146958
  nChanged 358
		SP:Iteration 7Q (15055.220000 sec): 3 clusters
  Score: Raw -858558.158072 + Penalty 2911.818047 = -855646.340025
  nChanged 295
		SP:Iteration 8Q (15055.240000 sec): 3 clusters
  Score: Raw -858745.414120 + Penalty 2911.818047 = -855833.596073
  nChanged 255
		SP:Iteration 9Q (15055.250000 sec): 3 clusters
  Score: Raw -858924.224473 + Penalty 2911.818047 = -856012.406426
  nChanged 257
		SP:Iteration 10Q (15055.270000 sec): 3 clusters
  Score: Raw -859090.540403 + Penalty 2911.818047 = -856178.722356
  nChanged 216
		SP:Iteration 11Q (15055.290000 sec): 3 clusters
  Score: Raw -859218.846386 + Penalty 2911.818047 = -856307.028339
  nChanged 188
		SP:Iteration 12Q (15055.310000 sec): 3 clusters
  Score: Raw -859327.286420 + Penalty 2911.818047 = -856415.468374
  nChanged 161
		SP:Iteration 13Q (15055.330000 sec): 3 clusters
  Score: Raw -859419.631343 + Penalty 2911.818047 = -856507.813296
  nChanged 145
		SP:Iteration 14Q (15055.340000 sec): 3 clusters
  Score: Raw -859494.382493 + Penalty 2911.818047 = -856582.564447
  nChanged 102
		SP:Iteration 15Q (15055.360000 sec): 3 clusters
  Score: Raw -859542.215188 + Penalty 2911.818047 = -856630.397142
  nChanged 87
		SP:Iteration 16Q (15055.380000 sec): 3 clusters
  Score: Raw -859578.986461 + Penalty 2911.818047 = -856667.168415
  nChanged 71
		SP:Iteration 17Q (15055.400000 sec): 3 clusters
  Score: Raw -859606.978135 + Penalty 2911.818047 = -856695.160089
  nChanged 58
		SP:Iteration 18Q (15055.410000 sec): 3 clusters
  Score: Raw -859625.952945 + Penalty 2911.818047 = -856714.134898
  nChanged 50
		SP:Iteration 19Q (15055.430000 sec): 3 clusters
  Score: Raw -859642.182067 + Penalty 2911.818047 = -856730.364020
  nChanged 54
		SP:Iteration 20F (15055.450000 sec): 3 clusters
  Score: Raw -859661.399497 + Penalty 2911.818047 = -856749.581450
  nChanged 42
		SP:Iteration 21Q (15055.470000 sec): 3 clusters
  Score: Raw -859674.555528 + Penalty 2911.818047 = -856762.737481
  nChanged 47
		SP:Iteration 22Q (15055.480000 sec): 3 clusters
  Score: Raw -859685.516856 + Penalty 2911.818047 = -856773.698809
  nChanged 34
		SP:Iteration 23Q (15055.500000 sec): 3 clusters
  Score: Raw -859692.531371 + Penalty 2911.818047 = -856780.713324
  nChanged 21
		SP:Iteration 24Q (15055.520000 sec): 3 clusters
  Score: Raw -859698.946744 + Penalty 2911.818047 = -856787.128698
  nChanged 26
		SP:Iteration 25Q (15055.530000 sec): 3 clusters
  Score: Raw -859708.220405 + Penalty 2911.818047 = -856796.402359
  nChanged 30
		SP:Iteration 26Q (15055.550000 sec): 3 clusters
  Score: Raw -859716.532374 + Penalty 2911.818047 = -856804.714328
  nChanged 34
		SP:Iteration 27Q (15055.570000 sec): 3 clusters
  Score: Raw -859729.583321 + Penalty 2911.818047 = -856817.765274
  nChanged 33
		SP:Iteration 28Q (15055.580000 sec): 3 clusters
  Score: Raw -859748.063404 + Penalty 2911.818047 = -856836.245357
  nChanged 43
		SP:Iteration 29Q (15055.600000 sec): 3 clusters
  Score: Raw -859766.681660 + Penalty 2911.818047 = -856854.863614
  nChanged 35
		SP:Iteration 30Q (15055.620000 sec): 3 clusters
  Score: Raw -859780.405213 + Penalty 2911.818047 = -856868.587166
  nChanged 34
		SP:Iteration 31Q (15055.640000 sec): 3 clusters
  Score: Raw -859794.304569 + Penalty 2911.818047 = -856882.486522
  nChanged 29
		SP:Iteration 32Q (15055.650000 sec): 3 clusters
  Score: Raw -859806.488672 + Penalty 2911.818047 = -856894.670625
  nChanged 28
		SP:Iteration 33Q (15055.670000 sec): 3 clusters
  Score: Raw -859818.504069 + Penalty 2911.818047 = -856906.686022
  nChanged 26
		SP:Iteration 34Q (15055.680000 sec): 3 clusters
  Score: Raw -859827.332371 + Penalty 2911.818047 = -856915.514324
  nChanged 23
		SP:Iteration 35Q (15055.700000 sec): 3 clusters
  Score: Raw -859833.095729 + Penalty 2911.818047 = -856921.277682
  nChanged 16
		SP:Iteration 36Q (15055.720000 sec): 3 clusters
  Score: Raw -859836.905140 + Penalty 2911.818047 = -856925.087094
  nChanged 12
		SP:Iteration 37Q (15055.740000 sec): 3 clusters
  Score: Raw -859839.712049 + Penalty 2911.818047 = -856927.894002
  nChanged 12
		SP:Iteration 38Q (15055.750000 sec): 3 clusters
  Score: Raw -859841.967800 + Penalty 2911.818047 = -856930.149754
  nChanged 11
		SP:Iteration 39Q (15055.770000 sec): 3 clusters
  Score: Raw -859845.784249 + Penalty 2911.818047 = -856933.966203
  nChanged 14
		SP:Iteration 40F (15055.790000 sec): 3 clusters
  Score: Raw -859850.573616 + Penalty 2911.818047 = -856938.755569
  nChanged 14
		SP:Iteration 41Q (15055.800000 sec): 3 clusters
  Score: Raw -859854.496259 + Penalty 2911.818047 = -856942.678212
  nChanged 14
		SP:Iteration 42Q (15055.820000 sec): 3 clusters
  Score: Raw -859859.071723 + Penalty 2911.818047 = -856947.253676
  nChanged 19
		SP:Iteration 43Q (15055.840000 sec): 3 clusters
  Score: Raw -859867.365316 + Penalty 2911.818047 = -856955.547269
  nChanged 16
		SP:Iteration 44Q (15055.850000 sec): 3 clusters
  Score: Raw -859873.841504 + Penalty 2911.818047 = -856962.023458
  nChanged 16
		SP:Iteration 45Q (15055.870000 sec): 3 clusters
  Score: Raw -859881.618761 + Penalty 2911.818047 = -856969.800714
  nChanged 16
		SP:Iteration 46Q (15055.880000 sec): 3 clusters
  Score: Raw -859885.499603 + Penalty 2911.818047 = -856973.681556
  nChanged 10
		SP:Iteration 47Q (15055.900000 sec): 3 clusters
  Score: Raw -859888.114884 + Penalty 2911.818047 = -856976.296837
  nChanged 10
		SP:Iteration 48Q (15055.920000 sec): 3 clusters
  Score: Raw -859890.146387 + Penalty 2911.818047 = -856978.328340
  nChanged 11
		SP:Iteration 49Q (15055.940000 sec): 3 clusters
  Score: Raw -859892.009784 + Penalty 2911.818047 = -856980.191737
  nChanged 6
		SP:Iteration 50Q (15055.950000 sec): 3 clusters
  Score: Raw -859893.274184 + Penalty 2911.818047 = -856981.456137
  nChanged 7
		SP:Iteration 51Q (15055.970000 sec): 3 clusters
  Score: Raw -859894.543330 + Penalty 2911.818047 = -856982.725283
  nChanged 5
		SP:Iteration 52Q (15055.980000 sec): 3 clusters
  Score: Raw -859895.895500 + Penalty 2911.818047 = -856984.077453
  nChanged 10
		SP:Iteration 53Q (15056.000000 sec): 3 clusters
  Score: Raw -859898.141515 + Penalty 2911.818047 = -856986.323468
  nChanged 7
		SP:Iteration 54Q (15056.020000 sec): 3 clusters
  Score: Raw -859900.017982 + Penalty 2911.818047 = -856988.199935
  nChanged 7
		SP:Iteration 55Q (15056.030000 sec): 3 clusters
  Score: Raw -859901.359426 + Penalty 2911.818047 = -856989.541379
  nChanged 5
		SP:Iteration 56Q (15056.050000 sec): 3 clusters
  Score: Raw -859902.215115 + Penalty 2911.818047 = -856990.397068
  nChanged 5
		SP:Iteration 57Q (15056.060000 sec): 3 clusters
  Score: Raw -859902.787528 + Penalty 2911.818047 = -856990.969481
  nChanged 4
		SP:Iteration 58Q (15056.080000 sec): 3 clusters
  Score: Raw -859903.586995 + Penalty 2911.818047 = -856991.768949
  nChanged 2
		SP:Iteration 59Q (15056.100000 sec): 3 clusters
  Score: Raw -859903.802682 + Penalty 2911.818047 = -856991.984635
  nChanged 2
		SP:Iteration 60F (15056.120000 sec): 3 clusters
  Score: Raw -859904.223321 + Penalty 2911.818047 = -856992.405274
  nChanged 4
		SP:Iteration 61Q (15056.130000 sec): 3 clusters
  Score: Raw -859904.652879 + Penalty 2911.818047 = -856992.834832
  nChanged 4
		SP:Iteration 62Q (15056.150000 sec): 3 clusters
  Score: Raw -859905.209739 + Penalty 2911.818047 = -856993.391692
  nChanged 1
		SP:Iteration 63Q (15056.160000 sec): 3 clusters
  Score: Raw -859905.378386 + Penalty 2911.818047 = -856993.560339
  nChanged 0
		SP:Iteration 64F (15056.180000 sec): 3 clusters
  Score: Raw -859905.378386 + Penalty 2911.818047 = -856993.560339
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15056.200000 sec): 2 clusters
  Score: Raw -385140.556970 + Penalty 1330.300470 = -383810.256500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15056.210000 sec): 3 clusters
  Score: Raw -383350.076653 + Penalty 2660.600940 = -380689.475713
  nChanged 1396
		SP:Iteration 1F (15056.220000 sec): 3 clusters
  Score: Raw -384169.885286 + Penalty 2660.600940 = -381509.284347
  nChanged 305
		SP:Iteration 2F (15056.230000 sec): 3 clusters
  Score: Raw -384440.962455 + Penalty 2660.600940 = -381780.361515
  nChanged 261
		SP:Iteration 3F (15056.240000 sec): 3 clusters
  Score: Raw -384668.744403 + Penalty 2660.600940 = -382008.143464
  nChanged 204
		SP:Iteration 4F (15056.240000 sec): 3 clusters
  Score: Raw -384834.803406 + Penalty 2660.600940 = -382174.202466
  nChanged 165
		SP:Iteration 5Q (15056.250000 sec): 3 clusters
  Score: Raw -384967.964729 + Penalty 2660.600940 = -382307.363790
  nChanged 160
		SP:Iteration 6Q (15056.260000 sec): 3 clusters
  Score: Raw -385107.845000 + Penalty 2660.600940 = -382447.244060
  nChanged 142
		SP:Iteration 7Q (15056.270000 sec): 3 clusters
  Score: Raw -385245.616306 + Penalty 2660.600940 = -382585.015366
  nChanged 137
		SP:Iteration 8Q (15056.280000 sec): 3 clusters
  Score: Raw -385387.992318 + Penalty 2660.600940 = -382727.391378
  nChanged 129
		SP:Iteration 9Q (15056.290000 sec): 3 clusters
  Score: Raw -385512.440181 + Penalty 2660.600940 = -382851.839242
  nChanged 119
		SP:Iteration 10Q (15056.300000 sec): 3 clusters
  Score: Raw -385613.931581 + Penalty 2660.600940 = -382953.330642
  nChanged 98
		SP:Iteration 11Q (15056.300000 sec): 3 clusters
  Score: Raw -385713.076831 + Penalty 2660.600940 = -383052.475892
  nChanged 81
		SP:Iteration 12Q (15056.310000 sec): 3 clusters
  Score: Raw -385765.222365 + Penalty 2660.600940 = -383104.621425
  nChanged 53
		SP:Iteration 13Q (15056.320000 sec): 3 clusters
  Score: Raw -385796.711527 + Penalty 2660.600940 = -383136.110587
  nChanged 44
		SP:Iteration 14Q (15056.330000 sec): 3 clusters
  Score: Raw -385820.696839 + Penalty 2660.600940 = -383160.095899
  nChanged 30
		SP:Iteration 15Q (15056.340000 sec): 3 clusters
  Score: Raw -385843.308996 + Penalty 2660.600940 = -383182.708056
  nChanged 32
		SP:Iteration 16Q (15056.340000 sec): 3 clusters
  Score: Raw -385864.996586 + Penalty 2660.600940 = -383204.395646
  nChanged 29
		SP:Iteration 17Q (15056.350000 sec): 3 clusters
  Score: Raw -385883.959519 + Penalty 2660.600940 = -383223.358579
  nChanged 38
		SP:Iteration 18Q (15056.360000 sec): 3 clusters
  Score: Raw -385914.977981 + Penalty 2660.600940 = -383254.377041
  nChanged 35
		SP:Iteration 19Q (15056.370000 sec): 3 clusters
  Score: Raw -385936.068349 + Penalty 2660.600940 = -383275.467409
  nChanged 31
		SP:Iteration 20F (15056.380000 sec): 3 clusters
  Score: Raw -385951.959166 + Penalty 2660.600940 = -383291.358226
  nChanged 16
		SP:Iteration 21Q (15056.380000 sec): 3 clusters
  Score: Raw -385958.797966 + Penalty 2660.600940 = -383298.197027
  nChanged 13
		SP:Iteration 22Q (15056.390000 sec): 3 clusters
  Score: Raw -385967.440868 + Penalty 2660.600940 = -383306.839928
  nChanged 18
		SP:Iteration 23Q (15056.400000 sec): 3 clusters
  Score: Raw -385976.503270 + Penalty 2660.600940 = -383315.902330
  nChanged 12
		SP:Iteration 24Q (15056.410000 sec): 3 clusters
  Score: Raw -385980.494413 + Penalty 2660.600940 = -383319.893473
  nChanged 9
		SP:Iteration 25Q (15056.420000 sec): 3 clusters
  Score: Raw -385982.796696 + Penalty 2660.600940 = -383322.195756
  nChanged 4
		SP:Iteration 26Q (15056.420000 sec): 3 clusters
  Score: Raw -385984.040013 + Penalty 2660.600940 = -383323.439073
  nChanged 4
		SP:Iteration 27Q (15056.430000 sec): 3 clusters
  Score: Raw -385986.151081 + Penalty 2660.600940 = -383325.550141
  nChanged 7
		SP:Iteration 28Q (15056.440000 sec): 3 clusters
  Score: Raw -385987.899112 + Penalty 2660.600940 = -383327.298172
  nChanged 3
		SP:Iteration 29Q (15056.450000 sec): 3 clusters
  Score: Raw -385988.550950 + Penalty 2660.600940 = -383327.950010
  nChanged 2
		SP:Iteration 30Q (15056.460000 sec): 3 clusters
  Score: Raw -385988.971391 + Penalty 2660.600940 = -383328.370451
  nChanged 1
		SP:Iteration 31Q (15056.460000 sec): 3 clusters
  Score: Raw -385989.113515 + Penalty 2660.600940 = -383328.512575
  nChanged 1
		SP:Iteration 32Q (15056.470000 sec): 3 clusters
  Score: Raw -385989.506368 + Penalty 2660.600940 = -383328.905428
  nChanged 2
		SP:Iteration 33Q (15056.480000 sec): 3 clusters
  Score: Raw -385990.293440 + Penalty 2660.600940 = -383329.692500
  nChanged 2
		SP:Iteration 34Q (15056.480000 sec): 3 clusters
  Score: Raw -385991.088625 + Penalty 2660.600940 = -383330.487685
  nChanged 1
		SP:Iteration 35Q (15056.490000 sec): 3 clusters
  Score: Raw -385991.381729 + Penalty 2660.600940 = -383330.780790
  nChanged 0
		SP:Iteration 36F (15056.500000 sec): 3 clusters
  Score: Raw -385991.381729 + Penalty 2660.600940 = -383330.780790
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15056.510000 sec): 2 clusters
  Score: Raw -159965.512989 + Penalty 1185.777288 = -158779.735701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15056.520000 sec): 3 clusters
  Score: Raw -159409.330196 + Penalty 2371.554577 = -157037.775620
  nChanged 473
		SP:Iteration 1F (15056.520000 sec): 3 clusters
  Score: Raw -159789.786248 + Penalty 2371.554577 = -157418.231671
  nChanged 119
		SP:Iteration 2F (15056.520000 sec): 3 clusters
  Score: Raw -159903.567922 + Penalty 2371.554577 = -157532.013346
  nChanged 76
		SP:Iteration 3F (15056.520000 sec): 3 clusters
  Score: Raw -159968.853948 + Penalty 2371.554577 = -157597.299371
  nChanged 48
		SP:Iteration 4Q (15056.530000 sec): 3 clusters
  Score: Raw -160009.404936 + Penalty 2371.554577 = -157637.850360
  nChanged 43
		SP:Iteration 5Q (15056.530000 sec): 3 clusters
  Score: Raw -160050.052292 + Penalty 2371.554577 = -157678.497715
  nChanged 33
		SP:Iteration 6Q (15056.540000 sec): 3 clusters
  Score: Raw -160082.168695 + Penalty 2371.554577 = -157710.614118
  nChanged 22
		SP:Iteration 7Q (15056.540000 sec): 3 clusters
  Score: Raw -160106.634310 + Penalty 2371.554577 = -157735.079734
  nChanged 26
		SP:Iteration 8Q (15056.540000 sec): 3 clusters
  Score: Raw -160134.591989 + Penalty 2371.554577 = -157763.037413
  nChanged 26
		SP:Iteration 9Q (15056.550000 sec): 3 clusters
  Score: Raw -160161.646976 + Penalty 2371.554577 = -157790.092400
  nChanged 21
		SP:Iteration 10Q (15056.550000 sec): 3 clusters
  Score: Raw -160184.733909 + Penalty 2371.554577 = -157813.179332
  nChanged 27
		SP:Iteration 11Q (15056.560000 sec): 3 clusters
  Score: Raw -160205.786135 + Penalty 2371.554577 = -157834.231558
  nChanged 20
		SP:Iteration 12Q (15056.560000 sec): 3 clusters
  Score: Raw -160223.325470 + Penalty 2371.554577 = -157851.770893
  nChanged 15
		SP:Iteration 13Q (15056.560000 sec): 3 clusters
  Score: Raw -160238.672590 + Penalty 2371.554577 = -157867.118013
  nChanged 13
		SP:Iteration 14Q (15056.560000 sec): 3 clusters
  Score: Raw -160248.398774 + Penalty 2371.554577 = -157876.844197
  nChanged 6
		SP:Iteration 15Q (15056.570000 sec): 3 clusters
  Score: Raw -160252.227930 + Penalty 2371.554577 = -157880.673353
  nChanged 7
		SP:Iteration 16Q (15056.570000 sec): 3 clusters
  Score: Raw -160259.052521 + Penalty 2371.554577 = -157887.497944
  nChanged 5
		SP:Iteration 17Q (15056.580000 sec): 3 clusters
  Score: Raw -160264.912459 + Penalty 2371.554577 = -157893.357883
  nChanged 8
		SP:Iteration 18Q (15056.580000 sec): 3 clusters
  Score: Raw -160268.216412 + Penalty 2371.554577 = -157896.661835
  nChanged 2
		SP:Iteration 19Q (15056.580000 sec): 3 clusters
  Score: Raw -160270.835301 + Penalty 2371.554577 = -157899.280724
  nChanged 6
		SP:Iteration 20F (15056.590000 sec): 3 clusters
  Score: Raw -160276.775024 + Penalty 2371.554577 = -157905.220448
  nChanged 3
		SP:Iteration 21Q (15056.590000 sec): 3 clusters
  Score: Raw -160278.761589 + Penalty 2371.554577 = -157907.207012
  nChanged 4
		SP:Iteration 22Q (15056.590000 sec): 3 clusters
  Score: Raw -160281.985833 + Penalty 2371.554577 = -157910.431256
  nChanged 4
		SP:Iteration 23Q (15056.600000 sec): 3 clusters
  Score: Raw -160285.477083 + Penalty 2371.554577 = -157913.922506
  nChanged 2
		SP:Iteration 24Q (15056.600000 sec): 3 clusters
  Score: Raw -160286.855111 + Penalty 2371.554577 = -157915.300535
  nChanged 4
		SP:Iteration 25Q (15056.600000 sec): 3 clusters
  Score: Raw -160290.019438 + Penalty 2371.554577 = -157918.464862
  nChanged 1
		SP:Iteration 26Q (15056.610000 sec): 3 clusters
  Score: Raw -160290.608951 + Penalty 2371.554577 = -157919.054374
  nChanged 2
		SP:Iteration 27Q (15056.610000 sec): 3 clusters
  Score: Raw -160292.338628 + Penalty 2371.554577 = -157920.784051
  nChanged 1
		SP:Iteration 28Q (15056.620000 sec): 3 clusters
  Score: Raw -160292.660285 + Penalty 2371.554577 = -157921.105709
  nChanged 1
		SP:Iteration 29Q (15056.620000 sec): 3 clusters
  Score: Raw -160293.134017 + Penalty 2371.554577 = -157921.579440
  nChanged 1
		SP:Iteration 30Q (15056.620000 sec): 3 clusters
  Score: Raw -160293.785638 + Penalty 2371.554577 = -157922.231061
  nChanged 2
		SP:Iteration 31Q (15056.620000 sec): 3 clusters
  Score: Raw -160294.833506 + Penalty 2371.554577 = -157923.278930
  nChanged 0
		SP:Iteration 32F (15056.630000 sec): 3 clusters
  Score: Raw -160294.833506 + Penalty 2371.554577 = -157923.278930
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15056.640000 sec): 2 clusters
  Score: Raw -93113.591731 + Penalty 1096.291971 = -92017.299760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15056.640000 sec): 3 clusters
  Score: Raw -92901.168677 + Penalty 2192.583942 = -90708.584736
  nChanged 262
		SP:Iteration 1F (15056.640000 sec): 3 clusters
  Score: Raw -93196.215826 + Penalty 2192.583942 = -91003.631884
  nChanged 92
		SP:Iteration 2F (15056.640000 sec): 3 clusters
  Score: Raw -93371.861184 + Penalty 2192.583942 = -91179.277242
  nChanged 73
		SP:Iteration 3F (15056.640000 sec): 3 clusters
  Score: Raw -93612.425322 + Penalty 2192.583942 = -91419.841381
  nChanged 67
		SP:Iteration 4F (15056.650000 sec): 3 clusters
  Score: Raw -93816.303905 + Penalty 2192.583942 = -91623.719963
  nChanged 52
		SP:Iteration 5F (15056.650000 sec): 3 clusters
  Score: Raw -93908.001249 + Penalty 2192.583942 = -91715.417308
  nChanged 22
		SP:Iteration 6Q (15056.650000 sec): 3 clusters
  Score: Raw -93944.907334 + Penalty 2192.583942 = -91752.323392
  nChanged 11
		SP:Iteration 7Q (15056.650000 sec): 3 clusters
  Score: Raw -93966.998391 + Penalty 2192.583942 = -91774.414449
  nChanged 4
		SP:Iteration 8Q (15056.650000 sec): 3 clusters
  Score: Raw -93971.172198 + Penalty 2192.583942 = -91778.588256
  nChanged 3
		SP:Iteration 9Q (15056.650000 sec): 3 clusters
  Score: Raw -93974.399964 + Penalty 2192.583942 = -91781.816022
  nChanged 0
		SP:Iteration 10F (15056.660000 sec): 3 clusters
  Score: Raw -93975.361089 + Penalty 2192.583942 = -91782.777147
  nChanged 1
		SP:Iteration 11Q (15056.660000 sec): 3 clusters
  Score: Raw -93984.901010 + Penalty 2192.583942 = -91792.317068
  nChanged 2
		SP:Iteration 12Q (15056.660000 sec): 3 clusters
  Score: Raw -93988.119733 + Penalty 2192.583942 = -91795.535791
  nChanged 2
		SP:Iteration 13Q (15056.660000 sec): 3 clusters
  Score: Raw -93990.167190 + Penalty 2192.583942 = -91797.583249
  nChanged 1
		SP:Iteration 14Q (15056.660000 sec): 3 clusters
  Score: Raw -93991.523222 + Penalty 2192.583942 = -91798.939280
  nChanged 0
		SP:Iteration 15F (15056.660000 sec): 3 clusters
  Score: Raw -93991.523222 + Penalty 2192.583942 = -91798.939280
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (31267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15056.760000 sec): 2 clusters
  Score: Raw -3678507.249149 + Penalty 1681.926757 = -3676825.322391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15056.840000 sec): 3 clusters
  Score: Raw -3659101.717890 + Penalty 3363.853515 = -3655737.864375
  nChanged 14407
		SP:Iteration 1F (15056.920000 sec): 3 clusters
  Score: Raw -3667231.470312 + Penalty 3363.853515 = -3663867.616797
  nChanged 1358
		SP:Iteration 2Q (15057.010000 sec): 3 clusters
  Score: Raw -3667638.386959 + Penalty 3363.853515 = -3664274.533444
  nChanged 1236
		SP:Iteration 3Q (15057.100000 sec): 3 clusters
  Score: Raw -3668000.187165 + Penalty 3363.853515 = -3664636.333650
  nChanged 1183
		SP:Iteration 4Q (15057.180000 sec): 3 clusters
  Score: Raw -3668358.103554 + Penalty 3363.853515 = -3664994.250039
  nChanged 1112
		SP:Iteration 5Q (15057.260000 sec): 3 clusters
  Score: Raw -3668735.930234 + Penalty 3363.853515 = -3665372.076719
  nChanged 1133
		SP:Iteration 6Q (15057.350000 sec): 3 clusters
  Score: Raw -3669132.806309 + Penalty 3363.853515 = -3665768.952794
  nChanged 1161
		SP:Iteration 7Q (15057.430000 sec): 3 clusters
  Score: Raw -3669581.429323 + Penalty 3363.853515 = -3666217.575809
  nChanged 1233
		SP:Iteration 8Q (15057.520000 sec): 3 clusters
  Score: Raw -3670108.344540 + Penalty 3363.853515 = -3666744.491025
  nChanged 1292
		SP:Iteration 9Q (15057.600000 sec): 3 clusters
  Score: Raw -3670657.917132 + Penalty 3363.853515 = -3667294.063617
  nChanged 1274
		SP:Iteration 10Q (15057.680000 sec): 3 clusters
  Score: Raw -3671265.177501 + Penalty 3363.853515 = -3667901.323986
  nChanged 1304
		SP:Iteration 11Q (15057.760000 sec): 3 clusters
  Score: Raw -3671895.842470 + Penalty 3363.853515 = -3668531.988955
  nChanged 1290
		SP:Iteration 12Q (15057.840000 sec): 3 clusters
  Score: Raw -3672521.635208 + Penalty 3363.853515 = -3669157.781693
  nChanged 1261
		SP:Iteration 13Q (15057.930000 sec): 3 clusters
  Score: Raw -3673176.401864 + Penalty 3363.853515 = -3669812.548349
  nChanged 1237
		SP:Iteration 14Q (15058.010000 sec): 3 clusters
  Score: Raw -3673819.102467 + Penalty 3363.853515 = -3670455.248952
  nChanged 1135
		SP:Iteration 15Q (15058.090000 sec): 3 clusters
  Score: Raw -3674399.797822 + Penalty 3363.853515 = -3671035.944307
  nChanged 1046
		SP:Iteration 16Q (15058.160000 sec): 3 clusters
  Score: Raw -3674908.952879 + Penalty 3363.853515 = -3671545.099364
  nChanged 891
		SP:Iteration 17Q (15058.240000 sec): 3 clusters
  Score: Raw -3675332.439846 + Penalty 3363.853515 = -3671968.586331
  nChanged 788
		SP:Iteration 18Q (15058.320000 sec): 3 clusters
  Score: Raw -3675718.067074 + Penalty 3363.853515 = -3672354.213559
  nChanged 696
		SP:Iteration 19Q (15058.390000 sec): 3 clusters
  Score: Raw -3676042.506392 + Penalty 3363.853515 = -3672678.652877
  nChanged 629
		SP:Iteration 20F (15058.470000 sec): 3 clusters
  Score: Raw -3676314.998400 + Penalty 3363.853515 = -3672951.144885
  nChanged 604
		SP:Iteration 21Q (15058.540000 sec): 3 clusters
  Score: Raw -3676585.196021 + Penalty 3363.853515 = -3673221.342506
  nChanged 565
		SP:Iteration 22Q (15058.610000 sec): 3 clusters
  Score: Raw -3676834.812486 + Penalty 3363.853515 = -3673470.958971
  nChanged 499
		SP:Iteration 23Q (15058.680000 sec): 3 clusters
  Score: Raw -3677047.332952 + Penalty 3363.853515 = -3673683.479437
  nChanged 460
		SP:Iteration 24Q (15058.750000 sec): 3 clusters
  Score: Raw -3677242.171010 + Penalty 3363.853515 = -3673878.317495
  nChanged 428
		SP:Iteration 25Q (15058.810000 sec): 3 clusters
  Score: Raw -3677429.961890 + Penalty 3363.853515 = -3674066.108376
  nChanged 379
		SP:Iteration 26Q (15058.880000 sec): 3 clusters
  Score: Raw -3677594.842860 + Penalty 3363.853515 = -3674230.989345
  nChanged 357
		SP:Iteration 27Q (15058.940000 sec): 3 clusters
  Score: Raw -3677753.901767 + Penalty 3363.853515 = -3674390.048253
  nChanged 335
		SP:Iteration 28Q (15059.010000 sec): 3 clusters
  Score: Raw -3677908.159910 + Penalty 3363.853515 = -3674544.306395
  nChanged 298
		SP:Iteration 29Q (15059.070000 sec): 3 clusters
  Score: Raw -3678044.840182 + Penalty 3363.853515 = -3674680.986667
  nChanged 245
		SP:Iteration 30Q (15059.130000 sec): 3 clusters
  Score: Raw -3678153.006787 + Penalty 3363.853515 = -3674789.153272
  nChanged 189
		SP:Iteration 31Q (15059.190000 sec): 3 clusters
  Score: Raw -3678239.907614 + Penalty 3363.853515 = -3674876.054099
  nChanged 157
		SP:Iteration 32Q (15059.250000 sec): 3 clusters
  Score: Raw -3678307.249800 + Penalty 3363.853515 = -3674943.396285
  nChanged 150
		SP:Iteration 33Q (15059.320000 sec): 3 clusters
  Score: Raw -3678371.934669 + Penalty 3363.853515 = -3675008.081154
  nChanged 134
		SP:Iteration 34Q (15059.370000 sec): 3 clusters
  Score: Raw -3678424.627024 + Penalty 3363.853515 = -3675060.773509
  nChanged 109
		SP:Iteration 35Q (15059.430000 sec): 3 clusters
  Score: Raw -3678469.228029 + Penalty 3363.853515 = -3675105.374514
  nChanged 95
		SP:Iteration 36Q (15059.490000 sec): 3 clusters
  Score: Raw -3678512.085066 + Penalty 3363.853515 = -3675148.231551
  nChanged 71
		SP:Iteration 37Q (15059.550000 sec): 3 clusters
  Score: Raw -3678553.475041 + Penalty 3363.853515 = -3675189.621527
  nChanged 70
		SP:Iteration 38Q (15059.610000 sec): 3 clusters
  Score: Raw -3678591.815365 + Penalty 3363.853515 = -3675227.961850
  nChanged 65
		SP:Iteration 39Q (15059.670000 sec): 3 clusters
  Score: Raw -3678621.349324 + Penalty 3363.853515 = -3675257.495809
  nChanged 61
		SP:Iteration 40F (15059.760000 sec): 3 clusters
  Score: Raw -3678652.967393 + Penalty 3363.853515 = -3675289.113878
  nChanged 56
		SP:Iteration 41Q (15059.810000 sec): 3 clusters
  Score: Raw -3678684.041073 + Penalty 3363.853515 = -3675320.187558
  nChanged 54
		SP:Iteration 42Q (15059.870000 sec): 3 clusters
  Score: Raw -3678707.840337 + Penalty 3363.853515 = -3675343.986822
  nChanged 43
		SP:Iteration 43Q (15059.930000 sec): 3 clusters
  Score: Raw -3678727.526523 + Penalty 3363.853515 = -3675363.673008
  nChanged 40
		SP:Iteration 44Q (15059.990000 sec): 3 clusters
  Score: Raw -3678748.594789 + Penalty 3363.853515 = -3675384.741274
  nChanged 35
		SP:Iteration 45Q (15060.040000 sec): 3 clusters
  Score: Raw -3678769.032826 + Penalty 3363.853515 = -3675405.179311
  nChanged 35
		SP:Iteration 46Q (15060.100000 sec): 3 clusters
  Score: Raw -3678786.544151 + Penalty 3363.853515 = -3675422.690637
  nChanged 26
		SP:Iteration 47Q (15060.150000 sec): 3 clusters
  Score: Raw -3678797.497420 + Penalty 3363.853515 = -3675433.643906
  nChanged 15
		SP:Iteration 48Q (15060.210000 sec): 3 clusters
  Score: Raw -3678804.151315 + Penalty 3363.853515 = -3675440.297801
  nChanged 13
		SP:Iteration 49Q (15060.270000 sec): 3 clusters
  Score: Raw -3678812.726753 + Penalty 3363.853515 = -3675448.873238
  nChanged 13
		SP:Iteration 50Q (15060.330000 sec): 3 clusters
  Score: Raw -3678820.392748 + Penalty 3363.853515 = -3675456.539234
  nChanged 11
		SP:Iteration 51Q (15060.380000 sec): 3 clusters
  Score: Raw -3678824.953269 + Penalty 3363.853515 = -3675461.099754
  nChanged 8
		SP:Iteration 52Q (15060.440000 sec): 3 clusters
  Score: Raw -3678828.332600 + Penalty 3363.853515 = -3675464.479085
  nChanged 7
		SP:Iteration 53Q (15060.500000 sec): 3 clusters
  Score: Raw -3678830.878781 + Penalty 3363.853515 = -3675467.025267
  nChanged 4
		SP:Iteration 54Q (15060.550000 sec): 3 clusters
  Score: Raw -3678832.692436 + Penalty 3363.853515 = -3675468.838921
  nChanged 5
		SP:Iteration 55Q (15060.600000 sec): 3 clusters
  Score: Raw -3678834.022808 + Penalty 3363.853515 = -3675470.169293
  nChanged 3
		SP:Iteration 56Q (15060.660000 sec): 3 clusters
  Score: Raw -3678835.338108 + Penalty 3363.853515 = -3675471.484593
  nChanged 5
		SP:Iteration 57Q (15060.720000 sec): 3 clusters
  Score: Raw -3678836.903378 + Penalty 3363.853515 = -3675473.049863
  nChanged 4
		SP:Iteration 58Q (15060.770000 sec): 3 clusters
  Score: Raw -3678838.024745 + Penalty 3363.853515 = -3675474.171230
  nChanged 3
		SP:Iteration 59Q (15060.830000 sec): 3 clusters
  Score: Raw -3678838.709099 + Penalty 3363.853515 = -3675474.855584
  nChanged 0
		SP:Iteration 60F (15060.910000 sec): 3 clusters
  Score: Raw -3678838.709099 + Penalty 3363.853515 = -3675474.855584
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15060.940000 sec): 2 clusters
  Score: Raw -933669.307313 + Penalty 1461.391570 = -932207.915743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15060.960000 sec): 3 clusters
  Score: Raw -929171.094305 + Penalty 2922.783140 = -926248.311164
  nChanged 3417
		SP:Iteration 1F (15060.980000 sec): 3 clusters
  Score: Raw -931052.656924 + Penalty 2922.783140 = -928129.873784
  nChanged 539
		SP:Iteration 2F (15061.000000 sec): 3 clusters
  Score: Raw -931309.986087 + Penalty 2922.783140 = -928387.202947
  nChanged 437
		SP:Iteration 3F (15061.020000 sec): 3 clusters
  Score: Raw -931505.548096 + Penalty 2922.783140 = -928582.764956
  nChanged 352
		SP:Iteration 4Q (15061.040000 sec): 3 clusters
  Score: Raw -931664.637417 + Penalty 2922.783140 = -928741.854277
  nChanged 326
		SP:Iteration 5Q (15061.060000 sec): 3 clusters
  Score: Raw -931812.344558 + Penalty 2922.783140 = -928889.561418
  nChanged 292
		SP:Iteration 6Q (15061.080000 sec): 3 clusters
  Score: Raw -931930.877538 + Penalty 2922.783140 = -929008.094398
  nChanged 254
		SP:Iteration 7Q (15061.100000 sec): 3 clusters
  Score: Raw -932027.226449 + Penalty 2922.783140 = -929104.443309
  nChanged 245
		SP:Iteration 8Q (15061.120000 sec): 3 clusters
  Score: Raw -932117.528002 + Penalty 2922.783140 = -929194.744862
  nChanged 248
		SP:Iteration 9Q (15061.140000 sec): 3 clusters
  Score: Raw -932205.927350 + Penalty 2922.783140 = -929283.144210
  nChanged 201
		SP:Iteration 10Q (15061.160000 sec): 3 clusters
  Score: Raw -932273.455347 + Penalty 2922.783140 = -929350.672207
  nChanged 194
		SP:Iteration 11Q (15061.180000 sec): 3 clusters
  Score: Raw -932339.948320 + Penalty 2922.783140 = -929417.165180
  nChanged 195
		SP:Iteration 12Q (15061.200000 sec): 3 clusters
  Score: Raw -932407.668629 + Penalty 2922.783140 = -929484.885489
  nChanged 174
		SP:Iteration 13Q (15061.220000 sec): 3 clusters
  Score: Raw -932472.208203 + Penalty 2922.783140 = -929549.425063
  nChanged 180
		SP:Iteration 14Q (15061.240000 sec): 3 clusters
  Score: Raw -932536.654608 + Penalty 2922.783140 = -929613.871468
  nChanged 173
		SP:Iteration 15Q (15061.260000 sec): 3 clusters
  Score: Raw -932603.937682 + Penalty 2922.783140 = -929681.154541
  nChanged 190
		SP:Iteration 16Q (15061.280000 sec): 3 clusters
  Score: Raw -932688.438414 + Penalty 2922.783140 = -929765.655274
  nChanged 204
		SP:Iteration 17Q (15061.300000 sec): 3 clusters
  Score: Raw -932781.405238 + Penalty 2922.783140 = -929858.622098
  nChanged 213
		SP:Iteration 18Q (15061.320000 sec): 3 clusters
  Score: Raw -932897.252261 + Penalty 2922.783140 = -929974.469121
  nChanged 237
		SP:Iteration 19Q (15061.340000 sec): 3 clusters
  Score: Raw -933029.066737 + Penalty 2922.783140 = -930106.283597
  nChanged 220
		SP:Iteration 20F (15061.360000 sec): 3 clusters
  Score: Raw -933157.133238 + Penalty 2922.783140 = -930234.350098
  nChanged 211
		SP:Iteration 21Q (15061.380000 sec): 3 clusters
  Score: Raw -933287.277851 + Penalty 2922.783140 = -930364.494711
  nChanged 173
		SP:Iteration 22Q (15061.400000 sec): 3 clusters
  Score: Raw -933396.438722 + Penalty 2922.783140 = -930473.655582
  nChanged 148
		SP:Iteration 23Q (15061.420000 sec): 3 clusters
  Score: Raw -933493.279840 + Penalty 2922.783140 = -930570.496700
  nChanged 143
		SP:Iteration 24Q (15061.440000 sec): 3 clusters
  Score: Raw -933591.046489 + Penalty 2922.783140 = -930668.263349
  nChanged 101
		SP:Iteration 25Q (15061.460000 sec): 3 clusters
  Score: Raw -933663.806163 + Penalty 2922.783140 = -930741.023023
  nChanged 71
		SP:Iteration 26Q (15061.480000 sec): 3 clusters
  Score: Raw -933715.118408 + Penalty 2922.783140 = -930792.335268
  nChanged 55
		SP:Iteration 27Q (15061.500000 sec): 3 clusters
  Score: Raw -933751.609997 + Penalty 2922.783140 = -930828.826857
  nChanged 36
		SP:Iteration 28Q (15061.520000 sec): 3 clusters
  Score: Raw -933774.605235 + Penalty 2922.783140 = -930851.822095
  nChanged 18
		SP:Iteration 29Q (15061.530000 sec): 3 clusters
  Score: Raw -933787.004773 + Penalty 2922.783140 = -930864.221633
  nChanged 19
		SP:Iteration 30Q (15061.550000 sec): 3 clusters
  Score: Raw -933805.884666 + Penalty 2922.783140 = -930883.101526
  nChanged 16
		SP:Iteration 31Q (15061.570000 sec): 3 clusters
  Score: Raw -933816.865725 + Penalty 2922.783140 = -930894.082585
  nChanged 13
		SP:Iteration 32Q (15061.580000 sec): 3 clusters
  Score: Raw -933828.240209 + Penalty 2922.783140 = -930905.457069
  nChanged 13
		SP:Iteration 33Q (15061.600000 sec): 3 clusters
  Score: Raw -933839.058902 + Penalty 2922.783140 = -930916.275762
  nChanged 14
		SP:Iteration 34Q (15061.620000 sec): 3 clusters
  Score: Raw -933852.843088 + Penalty 2922.783140 = -930930.059948
  nChanged 14
		SP:Iteration 35Q (15061.640000 sec): 3 clusters
  Score: Raw -933865.653555 + Penalty 2922.783140 = -930942.870415
  nChanged 15
		SP:Iteration 36Q (15061.660000 sec): 3 clusters
  Score: Raw -933881.369537 + Penalty 2922.783140 = -930958.586397
  nChanged 10
		SP:Iteration 37Q (15061.670000 sec): 3 clusters
  Score: Raw -933890.206551 + Penalty 2922.783140 = -930967.423411
  nChanged 6
		SP:Iteration 38Q (15061.690000 sec): 3 clusters
  Score: Raw -933894.558649 + Penalty 2922.783140 = -930971.775509
  nChanged 4
		SP:Iteration 39Q (15061.700000 sec): 3 clusters
  Score: Raw -933899.396730 + Penalty 2922.783140 = -930976.613590
  nChanged 4
		SP:Iteration 40F (15061.720000 sec): 3 clusters
  Score: Raw -933902.413997 + Penalty 2922.783140 = -930979.630857
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15061.730000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15061.740000 sec): 3 clusters
  Score: Raw -146503.358035 + Penalty 2325.503798 = -144177.854237
  nChanged 431
		SP:Iteration 1F (15061.740000 sec): 3 clusters
  Score: Raw -146803.073667 + Penalty 2325.503798 = -144477.569869
  nChanged 83
		SP:Iteration 2F (15061.740000 sec): 3 clusters
  Score: Raw -146885.341646 + Penalty 2325.503798 = -144559.837848
  nChanged 59
		SP:Iteration 3Q (15061.750000 sec): 3 clusters
  Score: Raw -146945.383913 + Penalty 2325.503798 = -144619.880115
  nChanged 44
		SP:Iteration 4Q (15061.750000 sec): 3 clusters
  Score: Raw -146981.798871 + Penalty 2325.503798 = -144656.295073
  nChanged 27
		SP:Iteration 5Q (15061.750000 sec): 3 clusters
  Score: Raw -147000.880986 + Penalty 2325.503798 = -144675.377188
  nChanged 19
		SP:Iteration 6Q (15061.760000 sec): 3 clusters
  Score: Raw -147017.107122 + Penalty 2325.503798 = -144691.603324
  nChanged 25
		SP:Iteration 7Q (15061.760000 sec): 3 clusters
  Score: Raw -147040.418202 + Penalty 2325.503798 = -144714.914404
  nChanged 27
		SP:Iteration 8Q (15061.760000 sec): 3 clusters
  Score: Raw -147063.967986 + Penalty 2325.503798 = -144738.464188
  nChanged 18
		SP:Iteration 9Q (15061.760000 sec): 3 clusters
  Score: Raw -147079.300128 + Penalty 2325.503798 = -144753.796330
  nChanged 22
		SP:Iteration 10Q (15061.770000 sec): 3 clusters
  Score: Raw -147105.897191 + Penalty 2325.503798 = -144780.393393
  nChanged 25
		SP:Iteration 11Q (15061.770000 sec): 3 clusters
  Score: Raw -147131.574257 + Penalty 2325.503798 = -144806.070459
  nChanged 26
		SP:Iteration 12Q (15061.780000 sec): 3 clusters
  Score: Raw -147156.292521 + Penalty 2325.503798 = -144830.788723
  nChanged 21
		SP:Iteration 13Q (15061.780000 sec): 3 clusters
  Score: Raw -147175.466532 + Penalty 2325.503798 = -144849.962734
  nChanged 15
		SP:Iteration 14Q (15061.780000 sec): 3 clusters
  Score: Raw -147192.425312 + Penalty 2325.503798 = -144866.921514
  nChanged 20
		SP:Iteration 15Q (15061.780000 sec): 3 clusters
  Score: Raw -147212.684056 + Penalty 2325.503798 = -144887.180258
  nChanged 18
		SP:Iteration 16Q (15061.790000 sec): 3 clusters
  Score: Raw -147232.708281 + Penalty 2325.503798 = -144907.204483
  nChanged 15
		SP:Iteration 17Q (15061.790000 sec): 3 clusters
  Score: Raw -147245.420290 + Penalty 2325.503798 = -144919.916492
  nChanged 14
		SP:Iteration 18Q (15061.790000 sec): 3 clusters
  Score: Raw -147261.807790 + Penalty 2325.503798 = -144936.303992
  nChanged 16
		SP:Iteration 19Q (15061.800000 sec): 3 clusters
  Score: Raw -147283.964845 + Penalty 2325.503798 = -144958.461047
  nChanged 14
		SP:Iteration 20F (15061.800000 sec): 3 clusters
  Score: Raw -147299.404525 + Penalty 2325.503798 = -144973.900727
  nChanged 15
		SP:Iteration 21Q (15061.800000 sec): 3 clusters
  Score: Raw -147315.221664 + Penalty 2325.503798 = -144989.717865
  nChanged 17
		SP:Iteration 22Q (15061.800000 sec): 3 clusters
  Score: Raw -147329.468216 + Penalty 2325.503798 = -145003.964418
  nChanged 11
		SP:Iteration 23Q (15061.810000 sec): 3 clusters
  Score: Raw -147338.627144 + Penalty 2325.503798 = -145013.123346
  nChanged 9
		SP:Iteration 24Q (15061.810000 sec): 3 clusters
  Score: Raw -147344.475174 + Penalty 2325.503798 = -145018.971376
  nChanged 5
		SP:Iteration 25Q (15061.820000 sec): 3 clusters
  Score: Raw -147348.692416 + Penalty 2325.503798 = -145023.188618
  nChanged 3
		SP:Iteration 26Q (15061.820000 sec): 3 clusters
  Score: Raw -147351.297626 + Penalty 2325.503798 = -145025.793828
  nChanged 5
		SP:Iteration 27Q (15061.820000 sec): 3 clusters
  Score: Raw -147359.624691 + Penalty 2325.503798 = -145034.120893
  nChanged 6
		SP:Iteration 28Q (15061.820000 sec): 3 clusters
  Score: Raw -147364.462575 + Penalty 2325.503798 = -145038.958777
  nChanged 4
		SP:Iteration 29Q (15061.830000 sec): 3 clusters
  Score: Raw -147367.788930 + Penalty 2325.503798 = -145042.285132
  nChanged 2
		SP:Iteration 30Q (15061.830000 sec): 3 clusters
  Score: Raw -147369.486238 + Penalty 2325.503798 = -145043.982440
  nChanged 2
		SP:Iteration 31Q (15061.830000 sec): 3 clusters
  Score: Raw -147370.658597 + Penalty 2325.503798 = -145045.154799
  nChanged 2
		SP:Iteration 32Q (15061.840000 sec): 3 clusters
  Score: Raw -147371.772131 + Penalty 2325.503798 = -145046.268333
  nChanged 3
		SP:Iteration 33Q (15061.840000 sec): 3 clusters
  Score: Raw -147374.068094 + Penalty 2325.503798 = -145048.564296
  nChanged 4
		SP:Iteration 34Q (15061.840000 sec): 3 clusters
  Score: Raw -147376.745249 + Penalty 2325.503798 = -145051.241451
  nChanged 1
		SP:Iteration 35Q (15061.840000 sec): 3 clusters
  Score: Raw -147377.398562 + Penalty 2325.503798 = -145051.894764
  nChanged 0
		SP:Iteration 36F (15061.850000 sec): 3 clusters
  Score: Raw -147377.398562 + Penalty 2325.503798 = -145051.894764
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (23068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15061.920000 sec): 2 clusters
  Score: Raw -2620586.984728 + Penalty 1632.507769 = -2618954.476959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15061.980000 sec): 3 clusters
  Score: Raw -2606683.636322 + Penalty 3265.015538 = -2603418.620784
  nChanged 10463
		SP:Iteration 1F (15062.040000 sec): 3 clusters
  Score: Raw -2612598.281181 + Penalty 3265.015538 = -2609333.265643
  nChanged 1216
		SP:Iteration 2F (15062.100000 sec): 3 clusters
  Score: Raw -2613174.153915 + Penalty 3265.015538 = -2609909.138377
  nChanged 1275
		SP:Iteration 3F (15062.160000 sec): 3 clusters
  Score: Raw -2613837.420087 + Penalty 3265.015538 = -2610572.404549
  nChanged 1293
		SP:Iteration 4F (15062.220000 sec): 3 clusters
  Score: Raw -2614552.948464 + Penalty 3265.015538 = -2611287.932927
  nChanged 1292
		SP:Iteration 5F (15062.280000 sec): 3 clusters
  Score: Raw -2615271.267968 + Penalty 3265.015538 = -2612006.252430
  nChanged 1200
		SP:Iteration 6F (15062.340000 sec): 3 clusters
  Score: Raw -2615879.327363 + Penalty 3265.015538 = -2612614.311825
  nChanged 1106
		SP:Iteration 7Q (15062.400000 sec): 3 clusters
  Score: Raw -2616410.187482 + Penalty 3265.015538 = -2613145.171944
  nChanged 994
		SP:Iteration 8Q (15062.460000 sec): 3 clusters
  Score: Raw -2616833.760108 + Penalty 3265.015538 = -2613568.744570
  nChanged 885
		SP:Iteration 9Q (15062.510000 sec): 3 clusters
  Score: Raw -2617178.115274 + Penalty 3265.015538 = -2613913.099736
  nChanged 733
		SP:Iteration 10Q (15062.570000 sec): 3 clusters
  Score: Raw -2617516.394288 + Penalty 3265.015538 = -2614251.378751
  nChanged 653
		SP:Iteration 11Q (15062.630000 sec): 3 clusters
  Score: Raw -2617896.290893 + Penalty 3265.015538 = -2614631.275355
  nChanged 592
		SP:Iteration 12Q (15062.690000 sec): 3 clusters
  Score: Raw -2618300.175532 + Penalty 3265.015538 = -2615035.159994
  nChanged 558
		SP:Iteration 13Q (15062.750000 sec): 3 clusters
  Score: Raw -2618584.507896 + Penalty 3265.015538 = -2615319.492358
  nChanged 491
		SP:Iteration 14Q (15062.800000 sec): 3 clusters
  Score: Raw -2618790.347536 + Penalty 3265.015538 = -2615525.331999
  nChanged 455
		SP:Iteration 15Q (15062.860000 sec): 3 clusters
  Score: Raw -2618947.185816 + Penalty 3265.015538 = -2615682.170278
  nChanged 402
		SP:Iteration 16Q (15062.920000 sec): 3 clusters
  Score: Raw -2619078.842738 + Penalty 3265.015538 = -2615813.827201
  nChanged 403
		SP:Iteration 17Q (15062.980000 sec): 3 clusters
  Score: Raw -2619208.400198 + Penalty 3265.015538 = -2615943.384660
  nChanged 371
		SP:Iteration 18Q (15063.030000 sec): 3 clusters
  Score: Raw -2619333.480232 + Penalty 3265.015538 = -2616068.464694
  nChanged 367
		SP:Iteration 19Q (15063.080000 sec): 3 clusters
  Score: Raw -2619453.885505 + Penalty 3265.015538 = -2616188.869968
  nChanged 352
		SP:Iteration 20F (15063.140000 sec): 3 clusters
  Score: Raw -2619561.311610 + Penalty 3265.015538 = -2616296.296072
  nChanged 356
		SP:Iteration 21Q (15063.200000 sec): 3 clusters
  Score: Raw -2619661.893209 + Penalty 3265.015538 = -2616396.877671
  nChanged 305
		SP:Iteration 22Q (15063.260000 sec): 3 clusters
  Score: Raw -2619742.082275 + Penalty 3265.015538 = -2616477.066737
  nChanged 296
		SP:Iteration 23Q (15063.310000 sec): 3 clusters
  Score: Raw -2619824.468509 + Penalty 3265.015538 = -2616559.452972
  nChanged 300
		SP:Iteration 24Q (15063.360000 sec): 3 clusters
  Score: Raw -2619908.753470 + Penalty 3265.015538 = -2616643.737932
  nChanged 285
		SP:Iteration 25Q (15063.420000 sec): 3 clusters
  Score: Raw -2619984.544083 + Penalty 3265.015538 = -2616719.528545
  nChanged 260
		SP:Iteration 26Q (15063.470000 sec): 3 clusters
  Score: Raw -2620053.714127 + Penalty 3265.015538 = -2616788.698589
  nChanged 246
		SP:Iteration 27Q (15063.520000 sec): 3 clusters
  Score: Raw -2620122.164949 + Penalty 3265.015538 = -2616857.149411
  nChanged 247
		SP:Iteration 28Q (15063.580000 sec): 3 clusters
  Score: Raw -2620193.439180 + Penalty 3265.015538 = -2616928.423642
  nChanged 236
		SP:Iteration 29Q (15063.630000 sec): 3 clusters
  Score: Raw -2620262.952798 + Penalty 3265.015538 = -2616997.937260
  nChanged 225
		SP:Iteration 30Q (15063.680000 sec): 3 clusters
  Score: Raw -2620331.610708 + Penalty 3265.015538 = -2617066.595170
  nChanged 209
		SP:Iteration 31Q (15063.730000 sec): 3 clusters
  Score: Raw -2620395.319762 + Penalty 3265.015538 = -2617130.304224
  nChanged 200
		SP:Iteration 32Q (15063.780000 sec): 3 clusters
  Score: Raw -2620455.235375 + Penalty 3265.015538 = -2617190.219837
  nChanged 166
		SP:Iteration 33Q (15063.830000 sec): 3 clusters
  Score: Raw -2620500.734643 + Penalty 3265.015538 = -2617235.719105
  nChanged 178
		SP:Iteration 34Q (15063.880000 sec): 3 clusters
  Score: Raw -2620546.720393 + Penalty 3265.015538 = -2617281.704855
  nChanged 167
		SP:Iteration 35Q (15063.930000 sec): 3 clusters
  Score: Raw -2620587.667371 + Penalty 3265.015538 = -2617322.651833
  nChanged 160
		SP:Iteration 36Q (15063.980000 sec): 3 clusters
  Score: Raw -2620633.864122 + Penalty 3265.015538 = -2617368.848584
  nChanged 165
		SP:Iteration 37Q (15064.030000 sec): 3 clusters
  Score: Raw -2620683.660268 + Penalty 3265.015538 = -2617418.644730
  nChanged 150
		SP:Iteration 38Q (15064.080000 sec): 3 clusters
  Score: Raw -2620721.931232 + Penalty 3265.015538 = -2617456.915695
  nChanged 124
		SP:Iteration 39Q (15064.130000 sec): 3 clusters
  Score: Raw -2620755.479614 + Penalty 3265.015538 = -2617490.464076
  nChanged 117
		SP:Iteration 40F (15064.190000 sec): 3 clusters
  Score: Raw -2620787.916933 + Penalty 3265.015538 = -2617522.901395
  nChanged 105
		SP:Iteration 41Q (15064.240000 sec): 3 clusters
  Score: Raw -2620817.747676 + Penalty 3265.015538 = -2617552.732138
  nChanged 103
		SP:Iteration 42Q (15064.280000 sec): 3 clusters
  Score: Raw -2620850.169974 + Penalty 3265.015538 = -2617585.154436
  nChanged 115
		SP:Iteration 43Q (15064.330000 sec): 3 clusters
  Score: Raw -2620886.383077 + Penalty 3265.015538 = -2617621.367539
  nChanged 101
		SP:Iteration 44Q (15064.380000 sec): 3 clusters
  Score: Raw -2620920.966279 + Penalty 3265.015538 = -2617655.950742
  nChanged 111
		SP:Iteration 45Q (15064.420000 sec): 3 clusters
  Score: Raw -2620955.107834 + Penalty 3265.015538 = -2617690.092296
  nChanged 91
		SP:Iteration 46Q (15064.470000 sec): 3 clusters
  Score: Raw -2620980.330558 + Penalty 3265.015538 = -2617715.315020
  nChanged 78
		SP:Iteration 47Q (15064.520000 sec): 3 clusters
  Score: Raw -2621000.824916 + Penalty 3265.015538 = -2617735.809378
  nChanged 56
		SP:Iteration 48Q (15064.560000 sec): 3 clusters
  Score: Raw -2621014.179213 + Penalty 3265.015538 = -2617749.163675
  nChanged 45
		SP:Iteration 49Q (15064.610000 sec): 3 clusters
  Score: Raw -2621024.939805 + Penalty 3265.015538 = -2617759.924268
  nChanged 31
		SP:Iteration 50Q (15064.660000 sec): 3 clusters
  Score: Raw -2621033.088279 + Penalty 3265.015538 = -2617768.072742
  nChanged 38
		SP:Iteration 51Q (15064.700000 sec): 3 clusters
  Score: Raw -2621042.172387 + Penalty 3265.015538 = -2617777.156850
  nChanged 39
		SP:Iteration 52Q (15064.750000 sec): 3 clusters
  Score: Raw -2621050.733198 + Penalty 3265.015538 = -2617785.717660
  nChanged 32
		SP:Iteration 53Q (15064.790000 sec): 3 clusters
  Score: Raw -2621057.796092 + Penalty 3265.015538 = -2617792.780554
  nChanged 23
		SP:Iteration 54Q (15064.840000 sec): 3 clusters
  Score: Raw -2621062.877312 + Penalty 3265.015538 = -2617797.861775
  nChanged 26
		SP:Iteration 55Q (15064.880000 sec): 3 clusters
  Score: Raw -2621070.041007 + Penalty 3265.015538 = -2617805.025469
  nChanged 37
		SP:Iteration 56Q (15064.930000 sec): 3 clusters
  Score: Raw -2621078.707880 + Penalty 3265.015538 = -2617813.692343
  nChanged 32
		SP:Iteration 57Q (15064.980000 sec): 3 clusters
  Score: Raw -2621087.218858 + Penalty 3265.015538 = -2617822.203320
  nChanged 38
		SP:Iteration 58Q (15065.020000 sec): 3 clusters
  Score: Raw -2621097.458633 + Penalty 3265.015538 = -2617832.443095
  nChanged 33
		SP:Iteration 59Q (15065.060000 sec): 3 clusters
  Score: Raw -2621105.847443 + Penalty 3265.015538 = -2617840.831905
  nChanged 24
		SP:Iteration 60F (15065.120000 sec): 3 clusters
  Score: Raw -2621111.008317 + Penalty 3265.015538 = -2617845.992780
  nChanged 20
		SP:Iteration 61Q (15065.170000 sec): 3 clusters
  Score: Raw -2621114.972201 + Penalty 3265.015538 = -2617849.956664
  nChanged 20
		SP:Iteration 62Q (15065.220000 sec): 3 clusters
  Score: Raw -2621119.277193 + Penalty 3265.015538 = -2617854.261655
  nChanged 19
		SP:Iteration 63Q (15065.260000 sec): 3 clusters
  Score: Raw -2621122.845114 + Penalty 3265.015538 = -2617857.829576
  nChanged 19
		SP:Iteration 64Q (15065.300000 sec): 3 clusters
  Score: Raw -2621126.297692 + Penalty 3265.015538 = -2617861.282154
  nChanged 14
		SP:Iteration 65Q (15065.350000 sec): 3 clusters
  Score: Raw -2621129.157162 + Penalty 3265.015538 = -2617864.141624
  nChanged 14
		SP:Iteration 66Q (15065.400000 sec): 3 clusters
  Score: Raw -2621132.359043 + Penalty 3265.015538 = -2617867.343505
  nChanged 12
		SP:Iteration 67Q (15065.440000 sec): 3 clusters
  Score: Raw -2621134.569521 + Penalty 3265.015538 = -2617869.553983
  nChanged 11
		SP:Iteration 68Q (15065.480000 sec): 3 clusters
  Score: Raw -2621137.017252 + Penalty 3265.015538 = -2617872.001714
  nChanged 6
		SP:Iteration 69Q (15065.530000 sec): 3 clusters
  Score: Raw -2621138.069649 + Penalty 3265.015538 = -2617873.054111
  nChanged 6
		SP:Iteration 70Q (15065.580000 sec): 3 clusters
  Score: Raw -2621138.764002 + Penalty 3265.015538 = -2617873.748464
  nChanged 5
		SP:Iteration 71Q (15065.620000 sec): 3 clusters
  Score: Raw -2621139.634452 + Penalty 3265.015538 = -2617874.618914
  nChanged 3
		SP:Iteration 72Q (15065.660000 sec): 3 clusters
  Score: Raw -2621140.562064 + Penalty 3265.015538 = -2617875.546527
  nChanged 5
		SP:Iteration 73Q (15065.710000 sec): 3 clusters
  Score: Raw -2621141.517145 + Penalty 3265.015538 = -2617876.501607
  nChanged 5
		SP:Iteration 74Q (15065.760000 sec): 3 clusters
  Score: Raw -2621142.887664 + Penalty 3265.015538 = -2617877.872127
  nChanged 13
		SP:Iteration 75Q (15065.800000 sec): 3 clusters
  Score: Raw -2621146.532355 + Penalty 3265.015538 = -2617881.516818
  nChanged 14
		SP:Iteration 76Q (15065.840000 sec): 3 clusters
  Score: Raw -2621149.167836 + Penalty 3265.015538 = -2617884.152298
  nChanged 10
		SP:Iteration 77Q (15065.890000 sec): 3 clusters
  Score: Raw -2621150.487856 + Penalty 3265.015538 = -2617885.472318
  nChanged 2
		SP:Iteration 78Q (15065.930000 sec): 3 clusters
  Score: Raw -2621150.591982 + Penalty 3265.015538 = -2617885.576444
  nChanged 1
		SP:Iteration 79Q (15065.980000 sec): 3 clusters
  Score: Raw -2621150.640763 + Penalty 3265.015538 = -2617885.625225
  nChanged 2
		SP:Iteration 80F (15066.040000 sec): 3 clusters
  Score: Raw -2621150.792051 + Penalty 3265.015538 = -2617885.776513
  nChanged 1
		SP:Iteration 81Q (15066.080000 sec): 3 clusters
  Score: Raw -2621150.948205 + Penalty 3265.015538 = -2617885.932667
  nChanged 1
		SP:Iteration 82Q (15066.130000 sec): 3 clusters
  Score: Raw -2621151.000481 + Penalty 3265.015538 = -2617885.984943
  nChanged 1
		SP:Iteration 83Q (15066.170000 sec): 3 clusters
  Score: Raw -2621151.132168 + Penalty 3265.015538 = -2617886.116631
  nChanged 1
		SP:Iteration 84Q (15066.220000 sec): 3 clusters
  Score: Raw -2621151.211950 + Penalty 3265.015538 = -2617886.196412
  nChanged 0
		SP:Iteration 85F (15066.280000 sec): 3 clusters
  Score: Raw -2621151.211950 + Penalty 3265.015538 = -2617886.196412
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15066.300000 sec): 2 clusters
  Score: Raw -373120.789636 + Penalty 1316.177571 = -371804.612065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15066.300000 sec): 3 clusters
  Score: Raw -371539.856158 + Penalty 2632.355142 = -368907.501016
  nChanged 1295
		SP:Iteration 1F (15066.310000 sec): 3 clusters
  Score: Raw -372301.448318 + Penalty 2632.355142 = -369669.093177
  nChanged 245
		SP:Iteration 2F (15066.320000 sec): 3 clusters
  Score: Raw -372447.951864 + Penalty 2632.355142 = -369815.596723
  nChanged 159
		SP:Iteration 3Q (15066.330000 sec): 3 clusters
  Score: Raw -372529.694170 + Penalty 2632.355142 = -369897.339028
  nChanged 110
		SP:Iteration 4Q (15066.340000 sec): 3 clusters
  Score: Raw -372589.489149 + Penalty 2632.355142 = -369957.134008
  nChanged 93
		SP:Iteration 5Q (15066.350000 sec): 3 clusters
  Score: Raw -372631.791356 + Penalty 2632.355142 = -369999.436214
  nChanged 67
		SP:Iteration 6Q (15066.360000 sec): 3 clusters
  Score: Raw -372660.566690 + Penalty 2632.355142 = -370028.211549
  nChanged 45
		SP:Iteration 7Q (15066.360000 sec): 3 clusters
  Score: Raw -372677.007145 + Penalty 2632.355142 = -370044.652003
  nChanged 39
		SP:Iteration 8Q (15066.370000 sec): 3 clusters
  Score: Raw -372690.925156 + Penalty 2632.355142 = -370058.570014
  nChanged 45
		SP:Iteration 9Q (15066.380000 sec): 3 clusters
  Score: Raw -372708.786913 + Penalty 2632.355142 = -370076.431772
  nChanged 47
		SP:Iteration 10Q (15066.390000 sec): 3 clusters
  Score: Raw -372731.371373 + Penalty 2632.355142 = -370099.016232
  nChanged 60
		SP:Iteration 11Q (15066.400000 sec): 3 clusters
  Score: Raw -372767.587137 + Penalty 2632.355142 = -370135.231995
  nChanged 70
		SP:Iteration 12Q (15066.400000 sec): 3 clusters
  Score: Raw -372817.599523 + Penalty 2632.355142 = -370185.244381
  nChanged 95
		SP:Iteration 13Q (15066.410000 sec): 3 clusters
  Score: Raw -372890.762800 + Penalty 2632.355142 = -370258.407658
  nChanged 114
		SP:Iteration 14Q (15066.420000 sec): 3 clusters
  Score: Raw -372974.348511 + Penalty 2632.355142 = -370341.993369
  nChanged 112
		SP:Iteration 15Q (15066.430000 sec): 3 clusters
  Score: Raw -373060.142389 + Penalty 2632.355142 = -370427.787248
  nChanged 94
		SP:Iteration 16Q (15066.440000 sec): 3 clusters
  Score: Raw -373123.198153 + Penalty 2632.355142 = -370490.843011
  nChanged 86
		SP:Iteration 17Q (15066.440000 sec): 3 clusters
  Score: Raw -373197.580403 + Penalty 2632.355142 = -370565.225262
  nChanged 102
		SP:Iteration 18Q (15066.450000 sec): 3 clusters
  Score: Raw -373298.520414 + Penalty 2632.355142 = -370666.165272
  nChanged 114
		SP:Iteration 19Q (15066.460000 sec): 3 clusters
  Score: Raw -373445.950678 + Penalty 2632.355142 = -370813.595536
  nChanged 120
		SP:Iteration 20F (15066.470000 sec): 3 clusters
  Score: Raw -373573.694678 + Penalty 2632.355142 = -370941.339537
  nChanged 112
		SP:Iteration 21Q (15066.480000 sec): 3 clusters
  Score: Raw -373684.465316 + Penalty 2632.355142 = -371052.110174
  nChanged 64
		SP:Iteration 22Q (15066.480000 sec): 3 clusters
  Score: Raw -373731.157825 + Penalty 2632.355142 = -371098.802683
  nChanged 45
		SP:Iteration 23Q (15066.490000 sec): 3 clusters
  Score: Raw -373768.796435 + Penalty 2632.355142 = -371136.441293
  nChanged 47
		SP:Iteration 24Q (15066.500000 sec): 3 clusters
  Score: Raw -373803.372082 + Penalty 2632.355142 = -371171.016940
  nChanged 31
		SP:Iteration 25Q (15066.500000 sec): 3 clusters
  Score: Raw -373832.300229 + Penalty 2632.355142 = -371199.945088
  nChanged 24
		SP:Iteration 26Q (15066.510000 sec): 3 clusters
  Score: Raw -373858.435482 + Penalty 2632.355142 = -371226.080341
  nChanged 32
		SP:Iteration 27Q (15066.520000 sec): 3 clusters
  Score: Raw -373892.599254 + Penalty 2632.355142 = -371260.244112
  nChanged 21
		SP:Iteration 28Q (15066.520000 sec): 3 clusters
  Score: Raw -373924.357282 + Penalty 2632.355142 = -371292.002140
  nChanged 19
		SP:Iteration 29Q (15066.530000 sec): 3 clusters
  Score: Raw -373954.653715 + Penalty 2632.355142 = -371322.298573
  nChanged 23
		SP:Iteration 30Q (15066.540000 sec): 3 clusters
  Score: Raw -373973.778010 + Penalty 2632.355142 = -371341.422868
  nChanged 11
		SP:Iteration 31Q (15066.540000 sec): 3 clusters
  Score: Raw -373982.009802 + Penalty 2632.355142 = -371349.654660
  nChanged 11
		SP:Iteration 32Q (15066.550000 sec): 3 clusters
  Score: Raw -373988.938724 + Penalty 2632.355142 = -371356.583582
  nChanged 5
		SP:Iteration 33Q (15066.560000 sec): 3 clusters
  Score: Raw -373991.105024 + Penalty 2632.355142 = -371358.749882
  nChanged 3
		SP:Iteration 34Q (15066.560000 sec): 3 clusters
  Score: Raw -373992.980802 + Penalty 2632.355142 = -371360.625660
  nChanged 2
		SP:Iteration 35Q (15066.570000 sec): 3 clusters
  Score: Raw -373993.748325 + Penalty 2632.355142 = -371361.393183
  nChanged 2
		SP:Iteration 36Q (15066.580000 sec): 3 clusters
  Score: Raw -373994.317400 + Penalty 2632.355142 = -371361.962258
  nChanged 0
		SP:Iteration 37F (15066.590000 sec): 3 clusters
  Score: Raw -373994.317400 + Penalty 2632.355142 = -371361.962258
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15066.600000 sec): 2 clusters
  Score: Raw -418894.333955 + Penalty 1335.377616 = -417558.956339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15066.610000 sec): 3 clusters
  Score: Raw -417088.095041 + Penalty 2670.755232 = -414417.339808
  nChanged 1413
		SP:Iteration 1F (15066.620000 sec): 3 clusters
  Score: Raw -417879.663212 + Penalty 2670.755232 = -415208.907980
  nChanged 276
		SP:Iteration 2F (15066.630000 sec): 3 clusters
  Score: Raw -418042.626800 + Penalty 2670.755232 = -415371.871568
  nChanged 187
		SP:Iteration 3F (15066.640000 sec): 3 clusters
  Score: Raw -418148.508195 + Penalty 2670.755232 = -415477.752963
  nChanged 142
		SP:Iteration 4Q (15066.640000 sec): 3 clusters
  Score: Raw -418216.775368 + Penalty 2670.755232 = -415546.020136
  nChanged 114
		SP:Iteration 5Q (15066.660000 sec): 3 clusters
  Score: Raw -418268.263092 + Penalty 2670.755232 = -415597.507859
  nChanged 87
		SP:Iteration 6Q (15066.660000 sec): 3 clusters
  Score: Raw -418311.595276 + Penalty 2670.755232 = -415640.840044
  nChanged 77
		SP:Iteration 7Q (15066.670000 sec): 3 clusters
  Score: Raw -418346.601258 + Penalty 2670.755232 = -415675.846026
  nChanged 62
		SP:Iteration 8Q (15066.680000 sec): 3 clusters
  Score: Raw -418374.825069 + Penalty 2670.755232 = -415704.069836
  nChanged 56
		SP:Iteration 9Q (15066.690000 sec): 3 clusters
  Score: Raw -418394.397561 + Penalty 2670.755232 = -415723.642328
  nChanged 54
		SP:Iteration 10Q (15066.700000 sec): 3 clusters
  Score: Raw -418416.533515 + Penalty 2670.755232 = -415745.778283
  nChanged 45
		SP:Iteration 11Q (15066.710000 sec): 3 clusters
  Score: Raw -418433.098371 + Penalty 2670.755232 = -415762.343139
  nChanged 45
		SP:Iteration 12Q (15066.720000 sec): 3 clusters
  Score: Raw -418451.265194 + Penalty 2670.755232 = -415780.509962
  nChanged 44
		SP:Iteration 13Q (15066.730000 sec): 3 clusters
  Score: Raw -418465.568058 + Penalty 2670.755232 = -415794.812825
  nChanged 30
		SP:Iteration 14Q (15066.740000 sec): 3 clusters
  Score: Raw -418477.733926 + Penalty 2670.755232 = -415806.978694
  nChanged 37
		SP:Iteration 15Q (15066.740000 sec): 3 clusters
  Score: Raw -418490.428827 + Penalty 2670.755232 = -415819.673594
  nChanged 31
		SP:Iteration 16Q (15066.760000 sec): 3 clusters
  Score: Raw -418503.911587 + Penalty 2670.755232 = -415833.156354
  nChanged 29
		SP:Iteration 17Q (15066.760000 sec): 3 clusters
  Score: Raw -418515.024846 + Penalty 2670.755232 = -415844.269613
  nChanged 28
		SP:Iteration 18Q (15066.770000 sec): 3 clusters
  Score: Raw -418524.334103 + Penalty 2670.755232 = -415853.578871
  nChanged 33
		SP:Iteration 19Q (15066.780000 sec): 3 clusters
  Score: Raw -418540.800893 + Penalty 2670.755232 = -415870.045661
  nChanged 40
		SP:Iteration 20F (15066.790000 sec): 3 clusters
  Score: Raw -418562.031133 + Penalty 2670.755232 = -415891.275901
  nChanged 54
		SP:Iteration 21Q (15066.800000 sec): 3 clusters
  Score: Raw -418598.625379 + Penalty 2670.755232 = -415927.870147
  nChanged 54
		SP:Iteration 22Q (15066.810000 sec): 3 clusters
  Score: Raw -418630.068878 + Penalty 2670.755232 = -415959.313646
  nChanged 49
		SP:Iteration 23Q (15066.820000 sec): 3 clusters
  Score: Raw -418651.929788 + Penalty 2670.755232 = -415981.174556
  nChanged 43
		SP:Iteration 24Q (15066.820000 sec): 3 clusters
  Score: Raw -418677.655991 + Penalty 2670.755232 = -416006.900759
  nChanged 46
		SP:Iteration 25Q (15066.840000 sec): 3 clusters
  Score: Raw -418700.538254 + Penalty 2670.755232 = -416029.783022
  nChanged 52
		SP:Iteration 26Q (15066.840000 sec): 3 clusters
  Score: Raw -418724.145113 + Penalty 2670.755232 = -416053.389880
  nChanged 34
		SP:Iteration 27Q (15066.850000 sec): 3 clusters
  Score: Raw -418739.307761 + Penalty 2670.755232 = -416068.552529
  nChanged 28
		SP:Iteration 28Q (15066.860000 sec): 3 clusters
  Score: Raw -418750.070353 + Penalty 2670.755232 = -416079.315121
  nChanged 30
		SP:Iteration 29Q (15066.870000 sec): 3 clusters
  Score: Raw -418765.712137 + Penalty 2670.755232 = -416094.956904
  nChanged 33
		SP:Iteration 30Q (15066.880000 sec): 3 clusters
  Score: Raw -418785.716714 + Penalty 2670.755232 = -416114.961482
  nChanged 31
		SP:Iteration 31Q (15066.890000 sec): 3 clusters
  Score: Raw -418804.267103 + Penalty 2670.755232 = -416133.511871
  nChanged 37
		SP:Iteration 32Q (15066.900000 sec): 3 clusters
  Score: Raw -418825.284426 + Penalty 2670.755232 = -416154.529194
  nChanged 25
		SP:Iteration 33Q (15066.900000 sec): 3 clusters
  Score: Raw -418838.380216 + Penalty 2670.755232 = -416167.624984
  nChanged 24
		SP:Iteration 34Q (15066.910000 sec): 3 clusters
  Score: Raw -418849.517984 + Penalty 2670.755232 = -416178.762752
  nChanged 26
		SP:Iteration 35Q (15066.920000 sec): 3 clusters
  Score: Raw -418863.877891 + Penalty 2670.755232 = -416193.122659
  nChanged 24
		SP:Iteration 36Q (15066.930000 sec): 3 clusters
  Score: Raw -418880.469124 + Penalty 2670.755232 = -416209.713891
  nChanged 24
		SP:Iteration 37Q (15066.940000 sec): 3 clusters
  Score: Raw -418891.848901 + Penalty 2670.755232 = -416221.093669
  nChanged 31
		SP:Iteration 38Q (15066.940000 sec): 3 clusters
  Score: Raw -418906.955698 + Penalty 2670.755232 = -416236.200466
  nChanged 27
		SP:Iteration 39Q (15066.950000 sec): 3 clusters
  Score: Raw -418921.214449 + Penalty 2670.755232 = -416250.459217
  nChanged 25
		SP:Iteration 40F (15066.960000 sec): 3 clusters
  Score: Raw -418932.725080 + Penalty 2670.755232 = -416261.969848
  nChanged 23
		SP:Iteration 41Q (15066.970000 sec): 3 clusters
  Score: Raw -418945.321085 + Penalty 2670.755232 = -416274.565853
  nChanged 18
		SP:Iteration 42Q (15066.980000 sec): 3 clusters
  Score: Raw -418955.226886 + Penalty 2670.755232 = -416284.471654
  nChanged 17
		SP:Iteration 43Q (15066.990000 sec): 3 clusters
  Score: Raw -418967.123451 + Penalty 2670.755232 = -416296.368219
  nChanged 18
		SP:Iteration 44Q (15067.000000 sec): 3 clusters
  Score: Raw -418976.107091 + Penalty 2670.755232 = -416305.351859
  nChanged 15
		SP:Iteration 45Q (15067.000000 sec): 3 clusters
  Score: Raw -418988.586962 + Penalty 2670.755232 = -416317.831730
  nChanged 20
		SP:Iteration 46Q (15067.010000 sec): 3 clusters
  Score: Raw -419000.078012 + Penalty 2670.755232 = -416329.322780
  nChanged 17
		SP:Iteration 47Q (15067.020000 sec): 3 clusters
  Score: Raw -419009.801066 + Penalty 2670.755232 = -416339.045834
  nChanged 20
		SP:Iteration 48Q (15067.030000 sec): 3 clusters
  Score: Raw -419021.987534 + Penalty 2670.755232 = -416351.232302
  nChanged 19
		SP:Iteration 49Q (15067.040000 sec): 3 clusters
  Score: Raw -419034.186108 + Penalty 2670.755232 = -416363.430875
  nChanged 21
		SP:Iteration 50Q (15067.040000 sec): 3 clusters
  Score: Raw -419051.066069 + Penalty 2670.755232 = -416380.310837
  nChanged 20
		SP:Iteration 51Q (15067.050000 sec): 3 clusters
  Score: Raw -419064.776493 + Penalty 2670.755232 = -416394.021261
  nChanged 19
		SP:Iteration 52Q (15067.060000 sec): 3 clusters
  Score: Raw -419075.847037 + Penalty 2670.755232 = -416405.091805
  nChanged 10
		SP:Iteration 53Q (15067.070000 sec): 3 clusters
  Score: Raw -419082.284234 + Penalty 2670.755232 = -416411.529002
  nChanged 10
		SP:Iteration 54Q (15067.070000 sec): 3 clusters
  Score: Raw -419088.943284 + Penalty 2670.755232 = -416418.188052
  nChanged 8
		SP:Iteration 55Q (15067.080000 sec): 3 clusters
  Score: Raw -419093.541264 + Penalty 2670.755232 = -416422.786032
  nChanged 8
		SP:Iteration 56Q (15067.090000 sec): 3 clusters
  Score: Raw -419096.755228 + Penalty 2670.755232 = -416425.999996
  nChanged 5
		SP:Iteration 57Q (15067.100000 sec): 3 clusters
  Score: Raw -419098.677013 + Penalty 2670.755232 = -416427.921781
  nChanged 3
		SP:Iteration 58Q (15067.100000 sec): 3 clusters
  Score: Raw -419099.945439 + Penalty 2670.755232 = -416429.190206
  nChanged 2
		SP:Iteration 59Q (15067.110000 sec): 3 clusters
  Score: Raw -419101.396532 + Penalty 2670.755232 = -416430.641300
  nChanged 3
		SP:Iteration 60F (15067.120000 sec): 3 clusters
  Score: Raw -419102.596314 + Penalty 2670.755232 = -416431.841082
  nChanged 5
		SP:Iteration 61Q (15067.130000 sec): 3 clusters
  Score: Raw -419105.447807 + Penalty 2670.755232 = -416434.692575
  nChanged 5
		SP:Iteration 62Q (15067.140000 sec): 3 clusters
  Score: Raw -419108.113625 + Penalty 2670.755232 = -416437.358393
  nChanged 4
		SP:Iteration 63Q (15067.140000 sec): 3 clusters
  Score: Raw -419109.954378 + Penalty 2670.755232 = -416439.199146
  nChanged 0
		SP:Iteration 64F (15067.150000 sec): 3 clusters
  Score: Raw -419109.954378 + Penalty 2670.755232 = -416439.199146
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15067.480000 sec): 2 clusters
  Score: Raw -13006879.361006 + Penalty 1886.561207 = -13004992.799798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15067.780000 sec): 3 clusters
  Score: Raw -12934837.728321 + Penalty 3773.122415 = -12931064.605906
  nChanged 52799
		SP:Iteration 1F (15068.060000 sec): 3 clusters
  Score: Raw -12965463.059563 + Penalty 3773.122415 = -12961689.937148
  nChanged 3573
		SP:Iteration 2Q (15068.360000 sec): 3 clusters
  Score: Raw -12966463.401660 + Penalty 3773.122415 = -12962690.279245
  nChanged 4604
		SP:Iteration 3Q (15068.660000 sec): 3 clusters
  Score: Raw -12968317.297931 + Penalty 3773.122415 = -12964544.175516
  nChanged 6477
		SP:Iteration 4F (15068.940000 sec): 3 clusters
  Score: Raw -12971972.187680 + Penalty 3773.122415 = -12968199.065265
  nChanged 8502
		SP:Iteration 5F (15069.230000 sec): 3 clusters
  Score: Raw -12978147.378004 + Penalty 3773.122415 = -12974374.255589
  nChanged 9633
		SP:Iteration 6F (15069.520000 sec): 3 clusters
  Score: Raw -12986375.281711 + Penalty 3773.122415 = -12982602.159296
  nChanged 8714
		SP:Iteration 7F (15069.810000 sec): 3 clusters
  Score: Raw -12994189.884159 + Penalty 3773.122415 = -12990416.761744
  nChanged 6296
		SP:Iteration 8F (15070.100000 sec): 3 clusters
  Score: Raw -12999713.703045 + Penalty 3773.122415 = -12995940.580630
  nChanged 3987
		SP:Iteration 9Q (15070.380000 sec): 3 clusters
  Score: Raw -13003196.697170 + Penalty 3773.122415 = -12999423.574755
  nChanged 2350
		SP:Iteration 10Q (15070.660000 sec): 3 clusters
  Score: Raw -13005149.092868 + Penalty 3773.122415 = -13001375.970453
  nChanged 1249
		SP:Iteration 11Q (15070.900000 sec): 3 clusters
  Score: Raw -13006143.777938 + Penalty 3773.122415 = -13002370.655523
  nChanged 679
		SP:Iteration 12Q (15071.140000 sec): 3 clusters
  Score: Raw -13006671.443705 + Penalty 3773.122415 = -13002898.321290
  nChanged 392
		SP:Iteration 13Q (15071.360000 sec): 3 clusters
  Score: Raw -13006920.704054 + Penalty 3773.122415 = -13003147.581639
  nChanged 226
		SP:Iteration 14Q (15071.570000 sec): 3 clusters
  Score: Raw -13007046.075526 + Penalty 3773.122415 = -13003272.953111
  nChanged 190
		SP:Iteration 15Q (15071.780000 sec): 3 clusters
  Score: Raw -13007132.255810 + Penalty 3773.122415 = -13003359.133395
  nChanged 139
		SP:Iteration 16Q (15071.990000 sec): 3 clusters
  Score: Raw -13007183.516887 + Penalty 3773.122415 = -13003410.394472
  nChanged 97
		SP:Iteration 17Q (15072.200000 sec): 3 clusters
  Score: Raw -13007217.471937 + Penalty 3773.122415 = -13003444.349522
  nChanged 78
		SP:Iteration 18Q (15072.400000 sec): 3 clusters
  Score: Raw -13007238.111312 + Penalty 3773.122415 = -13003464.988897
  nChanged 46
		SP:Iteration 19Q (15072.610000 sec): 3 clusters
  Score: Raw -13007250.592404 + Penalty 3773.122415 = -13003477.469989
  nChanged 37
		SP:Iteration 20F (15072.890000 sec): 3 clusters
  Score: Raw -13007261.227383 + Penalty 3773.122415 = -13003488.104968
  nChanged 38
		SP:Iteration 21Q (15073.100000 sec): 3 clusters
  Score: Raw -13007274.352639 + Penalty 3773.122415 = -13003501.230224
  nChanged 33
		SP:Iteration 22Q (15073.310000 sec): 3 clusters
  Score: Raw -13007283.128887 + Penalty 3773.122415 = -13003510.006472
  nChanged 33
		SP:Iteration 23Q (15073.520000 sec): 3 clusters
  Score: Raw -13007292.189746 + Penalty 3773.122415 = -13003519.067331
  nChanged 26
		SP:Iteration 24Q (15073.720000 sec): 3 clusters
  Score: Raw -13007298.158214 + Penalty 3773.122415 = -13003525.035799
  nChanged 22
		SP:Iteration 25Q (15073.920000 sec): 3 clusters
  Score: Raw -13007303.583394 + Penalty 3773.122415 = -13003530.460979
  nChanged 21
		SP:Iteration 26Q (15074.130000 sec): 3 clusters
  Score: Raw -13007308.155539 + Penalty 3773.122415 = -13003535.033124
  nChanged 17
		SP:Iteration 27Q (15074.330000 sec): 3 clusters
  Score: Raw -13007311.251332 + Penalty 3773.122415 = -13003538.128917
  nChanged 5
		SP:Iteration 28Q (15074.540000 sec): 3 clusters
  Score: Raw -13007312.042900 + Penalty 3773.122415 = -13003538.920485
  nChanged 7
		SP:Iteration 29Q (15074.740000 sec): 3 clusters
  Score: Raw -13007313.564290 + Penalty 3773.122415 = -13003540.441875
  nChanged 8
		SP:Iteration 30Q (15074.950000 sec): 3 clusters
  Score: Raw -13007315.289028 + Penalty 3773.122415 = -13003542.166613
  nChanged 6
		SP:Iteration 31Q (15075.150000 sec): 3 clusters
  Score: Raw -13007316.826295 + Penalty 3773.122415 = -13003543.703880
  nChanged 11
		SP:Iteration 32Q (15075.360000 sec): 3 clusters
  Score: Raw -13007319.640976 + Penalty 3773.122415 = -13003546.518561
  nChanged 8
		SP:Iteration 33Q (15075.560000 sec): 3 clusters
  Score: Raw -13007321.558933 + Penalty 3773.122415 = -13003548.436518
  nChanged 10
		SP:Iteration 34Q (15075.760000 sec): 3 clusters
  Score: Raw -13007323.405900 + Penalty 3773.122415 = -13003550.283485
  nChanged 10
		SP:Iteration 35Q (15075.960000 sec): 3 clusters
  Score: Raw -13007325.545415 + Penalty 3773.122415 = -13003552.423000
  nChanged 11
		SP:Iteration 36Q (15076.160000 sec): 3 clusters
  Score: Raw -13007327.860995 + Penalty 3773.122415 = -13003554.738580
  nChanged 5
		SP:Iteration 37Q (15076.370000 sec): 3 clusters
  Score: Raw -13007328.386336 + Penalty 3773.122415 = -13003555.263921
  nChanged 4
		SP:Iteration 38Q (15076.570000 sec): 3 clusters
  Score: Raw -13007329.376787 + Penalty 3773.122415 = -13003556.254372
  nChanged 4
		SP:Iteration 39Q (15076.780000 sec): 3 clusters
  Score: Raw -13007330.137791 + Penalty 3773.122415 = -13003557.015376
  nChanged 1
		SP:Iteration 40F (15077.060000 sec): 3 clusters
  Score: Raw -13007330.191456 + Penalty 3773.122415 = -13003557.069041
  nChanged 1
		SP:Iteration 41Q (15077.260000 sec): 3 clusters
  Score: Raw -13007330.322570 + Penalty 3773.122415 = -13003557.200155
  nChanged 0
		SP:Iteration 42F (15077.550000 sec): 3 clusters
  Score: Raw -13007330.322570 + Penalty 3773.122415 = -13003557.200155
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (7131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15077.620000 sec): 2 clusters
  Score: Raw -748328.312963 + Penalty 1441.733598 = -746886.579365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15077.640000 sec): 3 clusters
  Score: Raw -744484.915406 + Penalty 2883.467196 = -741601.448210
  nChanged 3050
		SP:Iteration 1F (15077.660000 sec): 3 clusters
  Score: Raw -746433.820033 + Penalty 2883.467196 = -743550.352838
  nChanged 586
		SP:Iteration 2F (15077.680000 sec): 3 clusters
  Score: Raw -746889.098185 + Penalty 2883.467196 = -744005.630989
  nChanged 546
		SP:Iteration 3F (15077.690000 sec): 3 clusters
  Score: Raw -747303.406598 + Penalty 2883.467196 = -744419.939403
  nChanged 465
		SP:Iteration 4F (15077.710000 sec): 3 clusters
  Score: Raw -747647.584959 + Penalty 2883.467196 = -744764.117763
  nChanged 371
		SP:Iteration 5F (15077.730000 sec): 3 clusters
  Score: Raw -747929.532634 + Penalty 2883.467196 = -745046.065438
  nChanged 327
		SP:Iteration 6Q (15077.750000 sec): 3 clusters
  Score: Raw -748179.454884 + Penalty 2883.467196 = -745295.987689
  nChanged 255
		SP:Iteration 7Q (15077.760000 sec): 3 clusters
  Score: Raw -748343.666267 + Penalty 2883.467196 = -745460.199071
  nChanged 219
		SP:Iteration 8Q (15077.780000 sec): 3 clusters
  Score: Raw -748474.257380 + Penalty 2883.467196 = -745590.790184
  nChanged 208
		SP:Iteration 9Q (15077.800000 sec): 3 clusters
  Score: Raw -748581.346681 + Penalty 2883.467196 = -745697.879485
  nChanged 166
		SP:Iteration 10Q (15077.810000 sec): 3 clusters
  Score: Raw -748660.015836 + Penalty 2883.467196 = -745776.548640
  nChanged 144
		SP:Iteration 11Q (15077.830000 sec): 3 clusters
  Score: Raw -748713.991304 + Penalty 2883.467196 = -745830.524108
  nChanged 108
		SP:Iteration 12Q (15077.850000 sec): 3 clusters
  Score: Raw -748747.641803 + Penalty 2883.467196 = -745864.174607
  nChanged 76
		SP:Iteration 13Q (15077.860000 sec): 3 clusters
  Score: Raw -748766.432567 + Penalty 2883.467196 = -745882.965371
  nChanged 56
		SP:Iteration 14Q (15077.880000 sec): 3 clusters
  Score: Raw -748780.370312 + Penalty 2883.467196 = -745896.903116
  nChanged 46
		SP:Iteration 15Q (15077.900000 sec): 3 clusters
  Score: Raw -748794.041795 + Penalty 2883.467196 = -745910.574599
  nChanged 50
		SP:Iteration 16Q (15077.910000 sec): 3 clusters
  Score: Raw -748808.988491 + Penalty 2883.467196 = -745925.521295
  nChanged 64
		SP:Iteration 17Q (15077.930000 sec): 3 clusters
  Score: Raw -748823.959574 + Penalty 2883.467196 = -745940.492378
  nChanged 53
		SP:Iteration 18Q (15077.950000 sec): 3 clusters
  Score: Raw -748838.664463 + Penalty 2883.467196 = -745955.197267
  nChanged 50
		SP:Iteration 19Q (15077.960000 sec): 3 clusters
  Score: Raw -748851.281914 + Penalty 2883.467196 = -745967.814719
  nChanged 47
		SP:Iteration 20F (15077.980000 sec): 3 clusters
  Score: Raw -748863.146703 + Penalty 2883.467196 = -745979.679507
  nChanged 49
		SP:Iteration 21Q (15078.000000 sec): 3 clusters
  Score: Raw -748875.856727 + Penalty 2883.467196 = -745992.389531
  nChanged 46
		SP:Iteration 22Q (15078.010000 sec): 3 clusters
  Score: Raw -748887.166460 + Penalty 2883.467196 = -746003.699265
  nChanged 41
		SP:Iteration 23Q (15078.030000 sec): 3 clusters
  Score: Raw -748896.437184 + Penalty 2883.467196 = -746012.969989
  nChanged 41
		SP:Iteration 24Q (15078.050000 sec): 3 clusters
  Score: Raw -748905.410686 + Penalty 2883.467196 = -746021.943491
  nChanged 41
		SP:Iteration 25Q (15078.060000 sec): 3 clusters
  Score: Raw -748914.370749 + Penalty 2883.467196 = -746030.903554
  nChanged 29
		SP:Iteration 26Q (15078.080000 sec): 3 clusters
  Score: Raw -748919.955860 + Penalty 2883.467196 = -746036.488664
  nChanged 26
		SP:Iteration 27Q (15078.100000 sec): 3 clusters
  Score: Raw -748924.958778 + Penalty 2883.467196 = -746041.491582
  nChanged 26
		SP:Iteration 28Q (15078.110000 sec): 3 clusters
  Score: Raw -748929.798175 + Penalty 2883.467196 = -746046.330979
  nChanged 23
		SP:Iteration 29Q (15078.130000 sec): 3 clusters
  Score: Raw -748935.035396 + Penalty 2883.467196 = -746051.568200
  nChanged 23
		SP:Iteration 30Q (15078.140000 sec): 3 clusters
  Score: Raw -748939.150701 + Penalty 2883.467196 = -746055.683505
  nChanged 25
		SP:Iteration 31Q (15078.160000 sec): 3 clusters
  Score: Raw -748943.870166 + Penalty 2883.467196 = -746060.402971
  nChanged 25
		SP:Iteration 32Q (15078.180000 sec): 3 clusters
  Score: Raw -748948.153649 + Penalty 2883.467196 = -746064.686454
  nChanged 19
		SP:Iteration 33Q (15078.200000 sec): 3 clusters
  Score: Raw -748951.484781 + Penalty 2883.467196 = -746068.017585
  nChanged 15
		SP:Iteration 34Q (15078.210000 sec): 3 clusters
  Score: Raw -748953.922746 + Penalty 2883.467196 = -746070.455551
  nChanged 13
		SP:Iteration 35Q (15078.230000 sec): 3 clusters
  Score: Raw -748955.313064 + Penalty 2883.467196 = -746071.845869
  nChanged 6
		SP:Iteration 36Q (15078.240000 sec): 3 clusters
  Score: Raw -748956.063347 + Penalty 2883.467196 = -746072.596151
  nChanged 6
		SP:Iteration 37Q (15078.260000 sec): 3 clusters
  Score: Raw -748956.982772 + Penalty 2883.467196 = -746073.515576
  nChanged 9
		SP:Iteration 38Q (15078.280000 sec): 3 clusters
  Score: Raw -748958.470802 + Penalty 2883.467196 = -746075.003606
  nChanged 13
		SP:Iteration 39Q (15078.300000 sec): 3 clusters
  Score: Raw -748960.595887 + Penalty 2883.467196 = -746077.128691
  nChanged 17
		SP:Iteration 40F (15078.310000 sec): 3 clusters
  Score: Raw -748963.548197 + Penalty 2883.467196 = -746080.081001
  nChanged 17
		SP:Iteration 41Q (15078.330000 sec): 3 clusters
  Score: Raw -748966.034578 + Penalty 2883.467196 = -746082.567382
  nChanged 13
		SP:Iteration 42Q (15078.340000 sec): 3 clusters
  Score: Raw -748968.043243 + Penalty 2883.467196 = -746084.576047
  nChanged 8
		SP:Iteration 43Q (15078.360000 sec): 3 clusters
  Score: Raw -748969.380475 + Penalty 2883.467196 = -746085.913279
  nChanged 13
		SP:Iteration 44Q (15078.380000 sec): 3 clusters
  Score: Raw -748972.360870 + Penalty 2883.467196 = -746088.893674
  nChanged 23
		SP:Iteration 45Q (15078.400000 sec): 3 clusters
  Score: Raw -748975.444718 + Penalty 2883.467196 = -746091.977522
  nChanged 19
		SP:Iteration 46Q (15078.410000 sec): 3 clusters
  Score: Raw -748978.516677 + Penalty 2883.467196 = -746095.049482
  nChanged 20
		SP:Iteration 47Q (15078.430000 sec): 3 clusters
  Score: Raw -748981.705589 + Penalty 2883.467196 = -746098.238393
  nChanged 20
		SP:Iteration 48Q (15078.440000 sec): 3 clusters
  Score: Raw -748986.181864 + Penalty 2883.467196 = -746102.714668
  nChanged 15
		SP:Iteration 49Q (15078.460000 sec): 3 clusters
  Score: Raw -748990.379076 + Penalty 2883.467196 = -746106.911880
  nChanged 24
		SP:Iteration 50Q (15078.480000 sec): 3 clusters
  Score: Raw -748995.399881 + Penalty 2883.467196 = -746111.932685
  nChanged 22
		SP:Iteration 51Q (15078.490000 sec): 3 clusters
  Score: Raw -749000.757485 + Penalty 2883.467196 = -746117.290289
  nChanged 28
		SP:Iteration 52Q (15078.510000 sec): 3 clusters
  Score: Raw -749006.879599 + Penalty 2883.467196 = -746123.412404
  nChanged 27
		SP:Iteration 53Q (15078.530000 sec): 3 clusters
  Score: Raw -749013.148308 + Penalty 2883.467196 = -746129.681112
  nChanged 30
		SP:Iteration 54Q (15078.540000 sec): 3 clusters
  Score: Raw -749019.884811 + Penalty 2883.467196 = -746136.417616
  nChanged 33
		SP:Iteration 55Q (15078.560000 sec): 3 clusters
  Score: Raw -749026.970071 + Penalty 2883.467196 = -746143.502876
  nChanged 31
		SP:Iteration 56Q (15078.580000 sec): 3 clusters
  Score: Raw -749036.632574 + Penalty 2883.467196 = -746153.165378
  nChanged 40
		SP:Iteration 57Q (15078.590000 sec): 3 clusters
  Score: Raw -749048.622831 + Penalty 2883.467196 = -746165.155635
  nChanged 37
		SP:Iteration 58Q (15078.610000 sec): 3 clusters
  Score: Raw -749060.463114 + Penalty 2883.467196 = -746176.995919
  nChanged 33
		SP:Iteration 59Q (15078.620000 sec): 3 clusters
  Score: Raw -749069.369250 + Penalty 2883.467196 = -746185.902054
  nChanged 40
		SP:Iteration 60F (15078.640000 sec): 3 clusters
  Score: Raw -749079.063816 + Penalty 2883.467196 = -746195.596620
  nChanged 36
		SP:Iteration 61Q (15078.660000 sec): 3 clusters
  Score: Raw -749090.448167 + Penalty 2883.467196 = -746206.980971
  nChanged 51
		SP:Iteration 62Q (15078.680000 sec): 3 clusters
  Score: Raw -749109.644008 + Penalty 2883.467196 = -746226.176812
  nChanged 73
		SP:Iteration 63Q (15078.690000 sec): 3 clusters
  Score: Raw -749136.092867 + Penalty 2883.467196 = -746252.625671
  nChanged 68
		SP:Iteration 64Q (15078.710000 sec): 3 clusters
  Score: Raw -749160.269460 + Penalty 2883.467196 = -746276.802265
  nChanged 57
		SP:Iteration 65Q (15078.720000 sec): 3 clusters
  Score: Raw -749180.122295 + Penalty 2883.467196 = -746296.655100
  nChanged 64
		SP:Iteration 66Q (15078.740000 sec): 3 clusters
  Score: Raw -749203.027169 + Penalty 2883.467196 = -746319.559973
  nChanged 66
		SP:Iteration 67Q (15078.760000 sec): 3 clusters
  Score: Raw -749233.791155 + Penalty 2883.467196 = -746350.323960
  nChanged 69
		SP:Iteration 68Q (15078.770000 sec): 3 clusters
  Score: Raw -749265.518453 + Penalty 2883.467196 = -746382.051257
  nChanged 77
		SP:Iteration 69Q (15078.790000 sec): 3 clusters
  Score: Raw -749296.257403 + Penalty 2883.467196 = -746412.790207
  nChanged 66
		SP:Iteration 70Q (15078.810000 sec): 3 clusters
  Score: Raw -749326.355297 + Penalty 2883.467196 = -746442.888102
  nChanged 58
		SP:Iteration 71Q (15078.820000 sec): 3 clusters
  Score: Raw -749349.377389 + Penalty 2883.467196 = -746465.910193
  nChanged 43
		SP:Iteration 72Q (15078.840000 sec): 3 clusters
  Score: Raw -749364.349373 + Penalty 2883.467196 = -746480.882178
  nChanged 36
		SP:Iteration 73Q (15078.850000 sec): 3 clusters
  Score: Raw -749375.369966 + Penalty 2883.467196 = -746491.902771
  nChanged 37
		SP:Iteration 74Q (15078.870000 sec): 3 clusters
  Score: Raw -749388.634936 + Penalty 2883.467196 = -746505.167740
  nChanged 39
		SP:Iteration 75Q (15078.880000 sec): 3 clusters
  Score: Raw -749401.896873 + Penalty 2883.467196 = -746518.429677
  nChanged 34
		SP:Iteration 76Q (15078.900000 sec): 3 clusters
  Score: Raw -749410.044519 + Penalty 2883.467196 = -746526.577323
  nChanged 26
		SP:Iteration 77Q (15078.920000 sec): 3 clusters
  Score: Raw -749415.518921 + Penalty 2883.467196 = -746532.051726
  nChanged 14
		SP:Iteration 78Q (15078.930000 sec): 3 clusters
  Score: Raw -749419.547094 + Penalty 2883.467196 = -746536.079899
  nChanged 15
		SP:Iteration 79Q (15078.950000 sec): 3 clusters
  Score: Raw -749422.470328 + Penalty 2883.467196 = -746539.003132
  nChanged 18
		SP:Iteration 80F (15078.960000 sec): 3 clusters
  Score: Raw -749425.560161 + Penalty 2883.467196 = -746542.092965
  nChanged 13
		SP:Iteration 81Q (15078.980000 sec): 3 clusters
  Score: Raw -749429.017398 + Penalty 2883.467196 = -746545.550202
  nChanged 10
		SP:Iteration 82Q (15079.000000 sec): 3 clusters
  Score: Raw -749430.899127 + Penalty 2883.467196 = -746547.431931
  nChanged 14
		SP:Iteration 83Q (15079.010000 sec): 3 clusters
  Score: Raw -749433.696548 + Penalty 2883.467196 = -746550.229353
  nChanged 9
		SP:Iteration 84Q (15079.030000 sec): 3 clusters
  Score: Raw -749435.480916 + Penalty 2883.467196 = -746552.013720
  nChanged 12
		SP:Iteration 85Q (15079.040000 sec): 3 clusters
  Score: Raw -749437.900051 + Penalty 2883.467196 = -746554.432855
  nChanged 10
		SP:Iteration 86Q (15079.060000 sec): 3 clusters
  Score: Raw -749439.417202 + Penalty 2883.467196 = -746555.950006
  nChanged 7
		SP:Iteration 87Q (15079.080000 sec): 3 clusters
  Score: Raw -749440.727848 + Penalty 2883.467196 = -746557.260652
  nChanged 9
		SP:Iteration 88Q (15079.100000 sec): 3 clusters
  Score: Raw -749442.460760 + Penalty 2883.467196 = -746558.993564
  nChanged 8
		SP:Iteration 89Q (15079.110000 sec): 3 clusters
  Score: Raw -749443.619567 + Penalty 2883.467196 = -746560.152371
  nChanged 8
		SP:Iteration 90Q (15079.130000 sec): 3 clusters
  Score: Raw -749445.660206 + Penalty 2883.467196 = -746562.193010
  nChanged 9
		SP:Iteration 91Q (15079.140000 sec): 3 clusters
  Score: Raw -749447.429210 + Penalty 2883.467196 = -746563.962015
  nChanged 8
		SP:Iteration 92Q (15079.160000 sec): 3 clusters
  Score: Raw -749448.485574 + Penalty 2883.467196 = -746565.018378
  nChanged 7
		SP:Iteration 93Q (15079.180000 sec): 3 clusters
  Score: Raw -749449.267388 + Penalty 2883.467196 = -746565.800192
  nChanged 6
		SP:Iteration 94Q (15079.190000 sec): 3 clusters
  Score: Raw -749450.416105 + Penalty 2883.467196 = -746566.948909
  nChanged 7
		SP:Iteration 95Q (15079.210000 sec): 3 clusters
  Score: Raw -749451.671183 + Penalty 2883.467196 = -746568.203987
  nChanged 5
		SP:Iteration 96Q (15079.220000 sec): 3 clusters
  Score: Raw -749452.349002 + Penalty 2883.467196 = -746568.881807
  nChanged 6
		SP:Iteration 97Q (15079.240000 sec): 3 clusters
  Score: Raw -749453.044943 + Penalty 2883.467196 = -746569.577747
  nChanged 3
		SP:Iteration 98Q (15079.260000 sec): 3 clusters
  Score: Raw -749453.428380 + Penalty 2883.467196 = -746569.961184
  nChanged 3
		SP:Iteration 99Q (15079.270000 sec): 3 clusters
  Score: Raw -749453.704580 + Penalty 2883.467196 = -746570.237384
  nChanged 2
		SP:Iteration 100F (15079.290000 sec): 3 clusters
  Score: Raw -749453.823982 + Penalty 2883.467196 = -746570.356787
  nChanged 1
		SP:Iteration 101Q (15079.300000 sec): 3 clusters
  Score: Raw -749453.862858 + Penalty 2883.467196 = -746570.395663
  nChanged 0
		SP:Iteration 102F (15079.320000 sec): 3 clusters
  Score: Raw -749453.862858 + Penalty 2883.467196 = -746570.395663
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15079.340000 sec): 2 clusters
  Score: Raw -350304.696079 + Penalty 1304.040099 = -349000.655979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15079.340000 sec): 3 clusters
  Score: Raw -348867.787577 + Penalty 2608.080199 = -346259.707378
  nChanged 1206
		SP:Iteration 1F (15079.350000 sec): 3 clusters
  Score: Raw -349584.281716 + Penalty 2608.080199 = -346976.201517
  nChanged 224
		SP:Iteration 2F (15079.360000 sec): 3 clusters
  Score: Raw -349727.727382 + Penalty 2608.080199 = -347119.647183
  nChanged 159
		SP:Iteration 3F (15079.370000 sec): 3 clusters
  Score: Raw -349811.460035 + Penalty 2608.080199 = -347203.379836
  nChanged 110
		SP:Iteration 4Q (15079.380000 sec): 3 clusters
  Score: Raw -349881.704268 + Penalty 2608.080199 = -347273.624069
  nChanged 103
		SP:Iteration 5Q (15079.380000 sec): 3 clusters
  Score: Raw -349944.901858 + Penalty 2608.080199 = -347336.821659
  nChanged 80
		SP:Iteration 6Q (15079.390000 sec): 3 clusters
  Score: Raw -349987.527708 + Penalty 2608.080199 = -347379.447509
  nChanged 79
		SP:Iteration 7Q (15079.400000 sec): 3 clusters
  Score: Raw -350033.697530 + Penalty 2608.080199 = -347425.617331
  nChanged 81
		SP:Iteration 8Q (15079.400000 sec): 3 clusters
  Score: Raw -350090.007205 + Penalty 2608.080199 = -347481.927006
  nChanged 98
		SP:Iteration 9Q (15079.410000 sec): 3 clusters
  Score: Raw -350148.208243 + Penalty 2608.080199 = -347540.128044
  nChanged 91
		SP:Iteration 10Q (15079.420000 sec): 3 clusters
  Score: Raw -350212.137775 + Penalty 2608.080199 = -347604.057576
  nChanged 124
		SP:Iteration 11Q (15079.430000 sec): 3 clusters
  Score: Raw -350292.214848 + Penalty 2608.080199 = -347684.134649
  nChanged 106
		SP:Iteration 12Q (15079.440000 sec): 3 clusters
  Score: Raw -350375.107351 + Penalty 2608.080199 = -347767.027152
  nChanged 122
		SP:Iteration 13Q (15079.440000 sec): 3 clusters
  Score: Raw -350477.858579 + Penalty 2608.080199 = -347869.778380
  nChanged 121
		SP:Iteration 14Q (15079.450000 sec): 3 clusters
  Score: Raw -350597.884459 + Penalty 2608.080199 = -347989.804260
  nChanged 107
		SP:Iteration 15Q (15079.460000 sec): 3 clusters
  Score: Raw -350726.743625 + Penalty 2608.080199 = -348118.663426
  nChanged 97
		SP:Iteration 16Q (15079.460000 sec): 3 clusters
  Score: Raw -350871.062305 + Penalty 2608.080199 = -348262.982106
  nChanged 85
		SP:Iteration 17Q (15079.470000 sec): 3 clusters
  Score: Raw -350993.506199 + Penalty 2608.080199 = -348385.426000
  nChanged 70
		SP:Iteration 18Q (15079.480000 sec): 3 clusters
  Score: Raw -351088.576940 + Penalty 2608.080199 = -348480.496741
  nChanged 39
		SP:Iteration 19Q (15079.490000 sec): 3 clusters
  Score: Raw -351124.446127 + Penalty 2608.080199 = -348516.365928
  nChanged 26
		SP:Iteration 20F (15079.500000 sec): 3 clusters
  Score: Raw -351146.019788 + Penalty 2608.080199 = -348537.939589
  nChanged 17
		SP:Iteration 21Q (15079.500000 sec): 3 clusters
  Score: Raw -351161.173299 + Penalty 2608.080199 = -348553.093100
  nChanged 10
		SP:Iteration 22Q (15079.510000 sec): 3 clusters
  Score: Raw -351166.994256 + Penalty 2608.080199 = -348558.914057
  nChanged 8
		SP:Iteration 23Q (15079.520000 sec): 3 clusters
  Score: Raw -351172.136079 + Penalty 2608.080199 = -348564.055880
  nChanged 5
		SP:Iteration 24Q (15079.520000 sec): 3 clusters
  Score: Raw -351177.951949 + Penalty 2608.080199 = -348569.871751
  nChanged 3
		SP:Iteration 25Q (15079.530000 sec): 3 clusters
  Score: Raw -351179.232625 + Penalty 2608.080199 = -348571.152426
  nChanged 0
		SP:Iteration 26F (15079.540000 sec): 3 clusters
  Score: Raw -351179.232625 + Penalty 2608.080199 = -348571.152426
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15079.550000 sec): 2 clusters
  Score: Raw -348847.868579 + Penalty 1312.736442 = -347535.132137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15079.560000 sec): 3 clusters
  Score: Raw -347378.405759 + Penalty 2625.472884 = -344752.932876
  nChanged 1207
		SP:Iteration 1F (15079.570000 sec): 3 clusters
  Score: Raw -348192.808733 + Penalty 2625.472884 = -345567.335849
  nChanged 270
		SP:Iteration 2F (15079.580000 sec): 3 clusters
  Score: Raw -348403.423141 + Penalty 2625.472884 = -345777.950258
  nChanged 200
		SP:Iteration 3F (15079.580000 sec): 3 clusters
  Score: Raw -348567.492602 + Penalty 2625.472884 = -345942.019718
  nChanged 166
		SP:Iteration 4F (15079.590000 sec): 3 clusters
  Score: Raw -348693.118207 + Penalty 2625.472884 = -346067.645323
  nChanged 129
		SP:Iteration 5Q (15079.600000 sec): 3 clusters
  Score: Raw -348776.222054 + Penalty 2625.472884 = -346150.749170
  nChanged 99
		SP:Iteration 6Q (15079.610000 sec): 3 clusters
  Score: Raw -348842.705797 + Penalty 2625.472884 = -346217.232914
  nChanged 83
		SP:Iteration 7Q (15079.620000 sec): 3 clusters
  Score: Raw -348895.121333 + Penalty 2625.472884 = -346269.648449
  nChanged 74
		SP:Iteration 8Q (15079.620000 sec): 3 clusters
  Score: Raw -348938.139334 + Penalty 2625.472884 = -346312.666450
  nChanged 61
		SP:Iteration 9Q (15079.630000 sec): 3 clusters
  Score: Raw -348973.429711 + Penalty 2625.472884 = -346347.956828
  nChanged 51
		SP:Iteration 10Q (15079.640000 sec): 3 clusters
  Score: Raw -348996.650900 + Penalty 2625.472884 = -346371.178016
  nChanged 50
		SP:Iteration 11Q (15079.640000 sec): 3 clusters
  Score: Raw -349021.488550 + Penalty 2625.472884 = -346396.015666
  nChanged 45
		SP:Iteration 12Q (15079.650000 sec): 3 clusters
  Score: Raw -349039.360981 + Penalty 2625.472884 = -346413.888097
  nChanged 26
		SP:Iteration 13Q (15079.660000 sec): 3 clusters
  Score: Raw -349051.333470 + Penalty 2625.472884 = -346425.860586
  nChanged 20
		SP:Iteration 14Q (15079.670000 sec): 3 clusters
  Score: Raw -349060.651408 + Penalty 2625.472884 = -346435.178525
  nChanged 17
		SP:Iteration 15Q (15079.680000 sec): 3 clusters
  Score: Raw -349065.425081 + Penalty 2625.472884 = -346439.952198
  nChanged 19
		SP:Iteration 16Q (15079.680000 sec): 3 clusters
  Score: Raw -349071.124958 + Penalty 2625.472884 = -346445.652074
  nChanged 14
		SP:Iteration 17Q (15079.690000 sec): 3 clusters
  Score: Raw -349076.553542 + Penalty 2625.472884 = -346451.080659
  nChanged 15
		SP:Iteration 18Q (15079.700000 sec): 3 clusters
  Score: Raw -349080.918327 + Penalty 2625.472884 = -346455.445444
  nChanged 12
		SP:Iteration 19Q (15079.710000 sec): 3 clusters
  Score: Raw -349084.622291 + Penalty 2625.472884 = -346459.149407
  nChanged 11
		SP:Iteration 20F (15079.720000 sec): 3 clusters
  Score: Raw -349087.913777 + Penalty 2625.472884 = -346462.440893
  nChanged 7
		SP:Iteration 21Q (15079.720000 sec): 3 clusters
  Score: Raw -349090.809512 + Penalty 2625.472884 = -346465.336628
  nChanged 7
		SP:Iteration 22Q (15079.730000 sec): 3 clusters
  Score: Raw -349093.800474 + Penalty 2625.472884 = -346468.327591
  nChanged 7
		SP:Iteration 23Q (15079.740000 sec): 3 clusters
  Score: Raw -349097.309146 + Penalty 2625.472884 = -346471.836262
  nChanged 9
		SP:Iteration 24Q (15079.750000 sec): 3 clusters
  Score: Raw -349100.864552 + Penalty 2625.472884 = -346475.391668
  nChanged 2
		SP:Iteration 25Q (15079.750000 sec): 3 clusters
  Score: Raw -349101.173941 + Penalty 2625.472884 = -346475.701058
  nChanged 3
		SP:Iteration 26Q (15079.760000 sec): 3 clusters
  Score: Raw -349102.038657 + Penalty 2625.472884 = -346476.565773
  nChanged 3
		SP:Iteration 27Q (15079.770000 sec): 3 clusters
  Score: Raw -349103.413256 + Penalty 2625.472884 = -346477.940373
  nChanged 4
		SP:Iteration 28Q (15079.780000 sec): 3 clusters
  Score: Raw -349104.295538 + Penalty 2625.472884 = -346478.822654
  nChanged 5
		SP:Iteration 29Q (15079.780000 sec): 3 clusters
  Score: Raw -349105.939623 + Penalty 2625.472884 = -346480.466739
  nChanged 6
		SP:Iteration 30Q (15079.790000 sec): 3 clusters
  Score: Raw -349108.295943 + Penalty 2625.472884 = -346482.823059
  nChanged 4
		SP:Iteration 31Q (15079.800000 sec): 3 clusters
  Score: Raw -349109.859200 + Penalty 2625.472884 = -346484.386316
  nChanged 7
		SP:Iteration 32Q (15079.810000 sec): 3 clusters
  Score: Raw -349112.871960 + Penalty 2625.472884 = -346487.399076
  nChanged 8
		SP:Iteration 33Q (15079.820000 sec): 3 clusters
  Score: Raw -349116.213436 + Penalty 2625.472884 = -346490.740552
  nChanged 8
		SP:Iteration 34Q (15079.820000 sec): 3 clusters
  Score: Raw -349120.093379 + Penalty 2625.472884 = -346494.620495
  nChanged 8
		SP:Iteration 35Q (15079.830000 sec): 3 clusters
  Score: Raw -349122.263127 + Penalty 2625.472884 = -346496.790243
  nChanged 2
		SP:Iteration 36Q (15079.840000 sec): 3 clusters
  Score: Raw -349122.701065 + Penalty 2625.472884 = -346497.228181
  nChanged 0
		SP:Iteration 37F (15079.850000 sec): 3 clusters
  Score: Raw -349122.701065 + Penalty 2625.472884 = -346497.228181
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (7905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15079.870000 sec): 2 clusters
  Score: Raw -951489.411770 + Penalty 1458.478247 = -950030.933523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15079.890000 sec): 3 clusters
  Score: Raw -947147.429397 + Penalty 2916.956494 = -944230.472903
  nChanged 3368
		SP:Iteration 1F (15079.910000 sec): 3 clusters
  Score: Raw -948979.761966 + Penalty 2916.956494 = -946062.805473
  nChanged 556
		SP:Iteration 2F (15079.930000 sec): 3 clusters
  Score: Raw -949344.556378 + Penalty 2916.956494 = -946427.599884
  nChanged 551
		SP:Iteration 3F (15079.950000 sec): 3 clusters
  Score: Raw -949785.310537 + Penalty 2916.956494 = -946868.354043
  nChanged 564
		SP:Iteration 4F (15079.970000 sec): 3 clusters
  Score: Raw -950231.964846 + Penalty 2916.956494 = -947315.008353
  nChanged 537
		SP:Iteration 5F (15079.990000 sec): 3 clusters
  Score: Raw -950608.231865 + Penalty 2916.956494 = -947691.275372
  nChanged 437
		SP:Iteration 6F (15080.010000 sec): 3 clusters
  Score: Raw -950901.574987 + Penalty 2916.956494 = -947984.618493
  nChanged 367
		SP:Iteration 7Q (15080.030000 sec): 3 clusters
  Score: Raw -951143.691106 + Penalty 2916.956494 = -948226.734612
  nChanged 323
		SP:Iteration 8Q (15080.050000 sec): 3 clusters
  Score: Raw -951352.454604 + Penalty 2916.956494 = -948435.498111
  nChanged 253
		SP:Iteration 9Q (15080.070000 sec): 3 clusters
  Score: Raw -951523.935020 + Penalty 2916.956494 = -948606.978526
  nChanged 224
		SP:Iteration 10Q (15080.090000 sec): 3 clusters
  Score: Raw -951693.426509 + Penalty 2916.956494 = -948776.470015
  nChanged 180
		SP:Iteration 11Q (15080.110000 sec): 3 clusters
  Score: Raw -951819.905023 + Penalty 2916.956494 = -948902.948529
  nChanged 132
		SP:Iteration 12Q (15080.130000 sec): 3 clusters
  Score: Raw -951899.599660 + Penalty 2916.956494 = -948982.643166
  nChanged 87
		SP:Iteration 13Q (15080.140000 sec): 3 clusters
  Score: Raw -951944.429151 + Penalty 2916.956494 = -949027.472657
  nChanged 65
		SP:Iteration 14Q (15080.160000 sec): 3 clusters
  Score: Raw -951975.807434 + Penalty 2916.956494 = -949058.850941
  nChanged 54
		SP:Iteration 15Q (15080.180000 sec): 3 clusters
  Score: Raw -952001.846572 + Penalty 2916.956494 = -949084.890078
  nChanged 48
		SP:Iteration 16Q (15080.200000 sec): 3 clusters
  Score: Raw -952021.075973 + Penalty 2916.956494 = -949104.119479
  nChanged 45
		SP:Iteration 17Q (15080.220000 sec): 3 clusters
  Score: Raw -952037.705286 + Penalty 2916.956494 = -949120.748793
  nChanged 41
		SP:Iteration 18Q (15080.240000 sec): 3 clusters
  Score: Raw -952052.248599 + Penalty 2916.956494 = -949135.292105
  nChanged 35
		SP:Iteration 19Q (15080.250000 sec): 3 clusters
  Score: Raw -952064.535079 + Penalty 2916.956494 = -949147.578585
  nChanged 35
		SP:Iteration 20F (15080.270000 sec): 3 clusters
  Score: Raw -952078.931772 + Penalty 2916.956494 = -949161.975278
  nChanged 31
		SP:Iteration 21Q (15080.290000 sec): 3 clusters
  Score: Raw -952089.997512 + Penalty 2916.956494 = -949173.041019
  nChanged 26
		SP:Iteration 22Q (15080.310000 sec): 3 clusters
  Score: Raw -952097.179612 + Penalty 2916.956494 = -949180.223118
  nChanged 23
		SP:Iteration 23Q (15080.320000 sec): 3 clusters
  Score: Raw -952102.556304 + Penalty 2916.956494 = -949185.599810
  nChanged 23
		SP:Iteration 24Q (15080.340000 sec): 3 clusters
  Score: Raw -952108.002216 + Penalty 2916.956494 = -949191.045722
  nChanged 14
		SP:Iteration 25Q (15080.360000 sec): 3 clusters
  Score: Raw -952111.820857 + Penalty 2916.956494 = -949194.864363
  nChanged 10
		SP:Iteration 26Q (15080.380000 sec): 3 clusters
  Score: Raw -952113.794653 + Penalty 2916.956494 = -949196.838159
  nChanged 8
		SP:Iteration 27Q (15080.390000 sec): 3 clusters
  Score: Raw -952116.234966 + Penalty 2916.956494 = -949199.278472
  nChanged 9
		SP:Iteration 28Q (15080.410000 sec): 3 clusters
  Score: Raw -952121.678383 + Penalty 2916.956494 = -949204.721889
  nChanged 20
		SP:Iteration 29Q (15080.430000 sec): 3 clusters
  Score: Raw -952127.562787 + Penalty 2916.956494 = -949210.606293
  nChanged 11
		SP:Iteration 30Q (15080.440000 sec): 3 clusters
  Score: Raw -952130.037541 + Penalty 2916.956494 = -949213.081048
  nChanged 7
		SP:Iteration 31Q (15080.460000 sec): 3 clusters
  Score: Raw -952131.320201 + Penalty 2916.956494 = -949214.363707
  nChanged 5
		SP:Iteration 32Q (15080.480000 sec): 3 clusters
  Score: Raw -952132.984188 + Penalty 2916.956494 = -949216.027694
  nChanged 9
		SP:Iteration 33Q (15080.500000 sec): 3 clusters
  Score: Raw -952135.372273 + Penalty 2916.956494 = -949218.415779
  nChanged 9
		SP:Iteration 34Q (15080.510000 sec): 3 clusters
  Score: Raw -952137.622536 + Penalty 2916.956494 = -949220.666043
  nChanged 12
		SP:Iteration 35Q (15080.530000 sec): 3 clusters
  Score: Raw -952140.113999 + Penalty 2916.956494 = -949223.157506
  nChanged 7
		SP:Iteration 36Q (15080.540000 sec): 3 clusters
  Score: Raw -952141.947704 + Penalty 2916.956494 = -949224.991210
  nChanged 4
		SP:Iteration 37Q (15080.560000 sec): 3 clusters
  Score: Raw -952144.473548 + Penalty 2916.956494 = -949227.517055
  nChanged 7
		SP:Iteration 38Q (15080.580000 sec): 3 clusters
  Score: Raw -952146.617588 + Penalty 2916.956494 = -949229.661094
  nChanged 7
		SP:Iteration 39Q (15080.600000 sec): 3 clusters
  Score: Raw -952148.584583 + Penalty 2916.956494 = -949231.628089
  nChanged 5
		SP:Iteration 40F (15080.620000 sec): 3 clusters
  Score: Raw -952150.135351 + Penalty 2916.956494 = -949233.178858
  nChanged 6
		SP:Iteration 41Q (15080.630000 sec): 3 clusters
  Score: Raw -952151.252599 + Penalty 2916.956494 = -949234.296105
  nChanged 3
		SP:Iteration 42Q (15080.650000 sec): 3 clusters
  Score: Raw -952151.810374 + Penalty 2916.956494 = -949234.853880
  nChanged 1
		SP:Iteration 43Q (15080.660000 sec): 3 clusters
  Score: Raw -952151.974495 + Penalty 2916.956494 = -949235.018001
  nChanged 1
		SP:Iteration 44Q (15080.680000 sec): 3 clusters
  Score: Raw -952152.223329 + Penalty 2916.956494 = -949235.266835
  nChanged 0
		SP:Iteration 45F (15080.700000 sec): 3 clusters
  Score: Raw -952152.223329 + Penalty 2916.956494 = -949235.266835
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15080.710000 sec): 2 clusters
  Score: Raw -144374.227624 + Penalty 1167.255652 = -143206.971972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15080.720000 sec): 3 clusters
  Score: Raw -143888.899025 + Penalty 2334.511303 = -141554.387722
  nChanged 406
		SP:Iteration 1F (15080.720000 sec): 3 clusters
  Score: Raw -144173.626704 + Penalty 2334.511303 = -141839.115401
  nChanged 85
		SP:Iteration 2F (15080.720000 sec): 3 clusters
  Score: Raw -144255.205940 + Penalty 2334.511303 = -141920.694637
  nChanged 57
		SP:Iteration 3Q (15080.720000 sec): 3 clusters
  Score: Raw -144312.769793 + Penalty 2334.511303 = -141978.258490
  nChanged 46
		SP:Iteration 4Q (15080.730000 sec): 3 clusters
  Score: Raw -144354.179597 + Penalty 2334.511303 = -142019.668294
  nChanged 38
		SP:Iteration 5Q (15080.730000 sec): 3 clusters
  Score: Raw -144391.618981 + Penalty 2334.511303 = -142057.107678
  nChanged 28
		SP:Iteration 6Q (15080.740000 sec): 3 clusters
  Score: Raw -144421.637408 + Penalty 2334.511303 = -142087.126105
  nChanged 31
		SP:Iteration 7Q (15080.740000 sec): 3 clusters
  Score: Raw -144455.267115 + Penalty 2334.511303 = -142120.755812
  nChanged 42
		SP:Iteration 8Q (15080.740000 sec): 3 clusters
  Score: Raw -144489.681215 + Penalty 2334.511303 = -142155.169912
  nChanged 27
		SP:Iteration 9Q (15080.740000 sec): 3 clusters
  Score: Raw -144512.970817 + Penalty 2334.511303 = -142178.459513
  nChanged 28
		SP:Iteration 10Q (15080.750000 sec): 3 clusters
  Score: Raw -144535.536076 + Penalty 2334.511303 = -142201.024773
  nChanged 21
		SP:Iteration 11Q (15080.750000 sec): 3 clusters
  Score: Raw -144557.321716 + Penalty 2334.511303 = -142222.810412
  nChanged 23
		SP:Iteration 12Q (15080.750000 sec): 3 clusters
  Score: Raw -144580.978273 + Penalty 2334.511303 = -142246.466970
  nChanged 23
		SP:Iteration 13Q (15080.760000 sec): 3 clusters
  Score: Raw -144597.946233 + Penalty 2334.511303 = -142263.434930
  nChanged 16
		SP:Iteration 14Q (15080.760000 sec): 3 clusters
  Score: Raw -144615.370296 + Penalty 2334.511303 = -142280.858993
  nChanged 15
		SP:Iteration 15Q (15080.760000 sec): 3 clusters
  Score: Raw -144633.174268 + Penalty 2334.511303 = -142298.662965
  nChanged 15
		SP:Iteration 16Q (15080.770000 sec): 3 clusters
  Score: Raw -144641.281159 + Penalty 2334.511303 = -142306.769856
  nChanged 8
		SP:Iteration 17Q (15080.770000 sec): 3 clusters
  Score: Raw -144647.808600 + Penalty 2334.511303 = -142313.297297
  nChanged 9
		SP:Iteration 18Q (15080.770000 sec): 3 clusters
  Score: Raw -144655.260664 + Penalty 2334.511303 = -142320.749361
  nChanged 16
		SP:Iteration 19Q (15080.780000 sec): 3 clusters
  Score: Raw -144667.451178 + Penalty 2334.511303 = -142332.939875
  nChanged 16
		SP:Iteration 20F (15080.780000 sec): 3 clusters
  Score: Raw -144680.786268 + Penalty 2334.511303 = -142346.274965
  nChanged 12
		SP:Iteration 21Q (15080.780000 sec): 3 clusters
  Score: Raw -144693.022145 + Penalty 2334.511303 = -142358.510842
  nChanged 7
		SP:Iteration 22Q (15080.780000 sec): 3 clusters
  Score: Raw -144698.118376 + Penalty 2334.511303 = -142363.607073
  nChanged 12
		SP:Iteration 23Q (15080.790000 sec): 3 clusters
  Score: Raw -144707.419831 + Penalty 2334.511303 = -142372.908528
  nChanged 5
		SP:Iteration 24Q (15080.790000 sec): 3 clusters
  Score: Raw -144709.852592 + Penalty 2334.511303 = -142375.341289
  nChanged 3
		SP:Iteration 25Q (15080.800000 sec): 3 clusters
  Score: Raw -144712.511859 + Penalty 2334.511303 = -142378.000556
  nChanged 4
		SP:Iteration 26Q (15080.800000 sec): 3 clusters
  Score: Raw -144714.848617 + Penalty 2334.511303 = -142380.337314
  nChanged 5
		SP:Iteration 27Q (15080.800000 sec): 3 clusters
  Score: Raw -144718.938724 + Penalty 2334.511303 = -142384.427421
  nChanged 5
		SP:Iteration 28Q (15080.800000 sec): 3 clusters
  Score: Raw -144723.427186 + Penalty 2334.511303 = -142388.915883
  nChanged 4
		SP:Iteration 29Q (15080.810000 sec): 3 clusters
  Score: Raw -144725.444757 + Penalty 2334.511303 = -142390.933454
  nChanged 4
		SP:Iteration 30Q (15080.810000 sec): 3 clusters
  Score: Raw -144727.907835 + Penalty 2334.511303 = -142393.396532
  nChanged 2
		SP:Iteration 31Q (15080.810000 sec): 3 clusters
  Score: Raw -144728.568389 + Penalty 2334.511303 = -142394.057086
  nChanged 1
		SP:Iteration 32Q (15080.820000 sec): 3 clusters
  Score: Raw -144728.932517 + Penalty 2334.511303 = -142394.421214
  nChanged 1
		SP:Iteration 33Q (15080.820000 sec): 3 clusters
  Score: Raw -144729.289040 + Penalty 2334.511303 = -142394.777737
  nChanged 0
		SP:Iteration 34F (15080.820000 sec): 3 clusters
  Score: Raw -144729.289040 + Penalty 2334.511303 = -142394.777737
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (41570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15080.940000 sec): 2 clusters
  Score: Raw -4771246.814598 + Penalty 1728.209280 = -4769518.605318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15081.060000 sec): 3 clusters
  Score: Raw -4745040.335130 + Penalty 3456.418560 = -4741583.916570
  nChanged 19424
		SP:Iteration 1F (15081.160000 sec): 3 clusters
  Score: Raw -4756043.008403 + Penalty 3456.418560 = -4752586.589843
  nChanged 1653
		SP:Iteration 2Q (15081.280000 sec): 3 clusters
  Score: Raw -4756523.143928 + Penalty 3456.418560 = -4753066.725367
  nChanged 1764
		SP:Iteration 3Q (15081.390000 sec): 3 clusters
  Score: Raw -4757134.608721 + Penalty 3456.418560 = -4753678.190160
  nChanged 2029
		SP:Iteration 4Q (15081.500000 sec): 3 clusters
  Score: Raw -4757997.452313 + Penalty 3456.418560 = -4754541.033752
  nChanged 2418
		SP:Iteration 5F (15081.600000 sec): 3 clusters
  Score: Raw -4759334.882760 + Penalty 3456.418560 = -4755878.464200
  nChanged 2943
		SP:Iteration 6F (15081.710000 sec): 3 clusters
  Score: Raw -4761368.499218 + Penalty 3456.418560 = -4757912.080658
  nChanged 3257
		SP:Iteration 7F (15081.820000 sec): 3 clusters
  Score: Raw -4764058.681874 + Penalty 3456.418560 = -4760602.263314
  nChanged 3114
		SP:Iteration 8F (15081.930000 sec): 3 clusters
  Score: Raw -4766942.403475 + Penalty 3456.418560 = -4763485.984914
  nChanged 2420
		SP:Iteration 9F (15082.040000 sec): 3 clusters
  Score: Raw -4769212.404348 + Penalty 3456.418560 = -4765755.985787
  nChanged 1378
		SP:Iteration 10Q (15082.140000 sec): 3 clusters
  Score: Raw -4770434.375164 + Penalty 3456.418560 = -4766977.956604
  nChanged 646
		SP:Iteration 11Q (15082.240000 sec): 3 clusters
  Score: Raw -4771008.631805 + Penalty 3456.418560 = -4767552.213245
  nChanged 287
		SP:Iteration 12Q (15082.320000 sec): 3 clusters
  Score: Raw -4771250.582998 + Penalty 3456.418560 = -4767794.164438
  nChanged 123
		SP:Iteration 13Q (15082.410000 sec): 3 clusters
  Score: Raw -4771363.900108 + Penalty 3456.418560 = -4767907.481547
  nChanged 91
		SP:Iteration 14Q (15082.490000 sec): 3 clusters
  Score: Raw -4771441.865030 + Penalty 3456.418560 = -4767985.446470
  nChanged 66
		SP:Iteration 15Q (15082.560000 sec): 3 clusters
  Score: Raw -4771503.274745 + Penalty 3456.418560 = -4768046.856184
  nChanged 50
		SP:Iteration 16Q (15082.640000 sec): 3 clusters
  Score: Raw -4771542.045440 + Penalty 3456.418560 = -4768085.626880
  nChanged 26
		SP:Iteration 17Q (15082.720000 sec): 3 clusters
  Score: Raw -4771563.219486 + Penalty 3456.418560 = -4768106.800925
  nChanged 19
		SP:Iteration 18Q (15082.790000 sec): 3 clusters
  Score: Raw -4771576.398263 + Penalty 3456.418560 = -4768119.979703
  nChanged 18
		SP:Iteration 19Q (15082.870000 sec): 3 clusters
  Score: Raw -4771590.306502 + Penalty 3456.418560 = -4768133.887941
  nChanged 14
		SP:Iteration 20F (15082.980000 sec): 3 clusters
  Score: Raw -4771603.652219 + Penalty 3456.418560 = -4768147.233658
  nChanged 18
		SP:Iteration 21Q (15083.050000 sec): 3 clusters
  Score: Raw -4771619.216544 + Penalty 3456.418560 = -4768162.797983
  nChanged 19
		SP:Iteration 22Q (15083.130000 sec): 3 clusters
  Score: Raw -4771635.443233 + Penalty 3456.418560 = -4768179.024672
  nChanged 15
		SP:Iteration 23Q (15083.200000 sec): 3 clusters
  Score: Raw -4771650.843669 + Penalty 3456.418560 = -4768194.425108
  nChanged 8
		SP:Iteration 24Q (15083.280000 sec): 3 clusters
  Score: Raw -4771657.521167 + Penalty 3456.418560 = -4768201.102607
  nChanged 10
		SP:Iteration 25Q (15083.350000 sec): 3 clusters
  Score: Raw -4771665.408234 + Penalty 3456.418560 = -4768208.989674
  nChanged 9
		SP:Iteration 26Q (15083.430000 sec): 3 clusters
  Score: Raw -4771668.935735 + Penalty 3456.418560 = -4768212.517175
  nChanged 0
		SP:Iteration 27F (15083.530000 sec): 3 clusters
  Score: Raw -4771668.935735 + Penalty 3456.418560 = -4768212.517175
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15083.560000 sec): 2 clusters
  Score: Raw -50808.881561 + Penalty 1003.240242 = -49805.641320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15083.560000 sec): 3 clusters
  Score: Raw -50825.808575 + Penalty 2006.480484 = -48819.328091
  nChanged 138
		SP:Iteration 1F (15083.560000 sec): 3 clusters
  Score: Raw -51094.050564 + Penalty 2006.480484 = -49087.570080
  nChanged 47
		SP:Iteration 2F (15083.560000 sec): 3 clusters
  Score: Raw -51191.807262 + Penalty 2006.480484 = -49185.326779
  nChanged 27
		SP:Iteration 3F (15083.560000 sec): 3 clusters
  Score: Raw -51321.800123 + Penalty 2006.480484 = -49315.319639
  nChanged 33
		SP:Iteration 4F (15083.560000 sec): 3 clusters
  Score: Raw -51409.295461 + Penalty 2006.480484 = -49402.814978
  nChanged 24
		SP:Iteration 5Q (15083.560000 sec): 3 clusters
  Score: Raw -51481.937085 + Penalty 2006.480484 = -49475.456602
  nChanged 14
		SP:Iteration 6Q (15083.570000 sec): 3 clusters
  Score: Raw -51510.577376 + Penalty 2006.480484 = -49504.096892
  nChanged 7
		SP:Iteration 7Q (15083.570000 sec): 3 clusters
  Score: Raw -51529.510760 + Penalty 2006.480484 = -49523.030276
  nChanged 2
		SP:Iteration 8Q (15083.570000 sec): 3 clusters
  Score: Raw -51534.858644 + Penalty 2006.480484 = -49528.378161
  nChanged 0
		SP:Iteration 9F (15083.570000 sec): 3 clusters
  Score: Raw -51534.858644 + Penalty 2006.480484 = -49528.378161
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (346415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15084.580000 sec): 2 clusters
  Score: Raw -40274935.646042 + Penalty 2072.751323 = -40272862.894719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15085.500000 sec): 3 clusters
  Score: Raw -40043197.848226 + Penalty 4145.502646 = -40039052.345580
  nChanged 168640
		SP:Iteration 1F (15086.420000 sec): 3 clusters
  Score: Raw -40146393.580126 + Penalty 4145.502646 = -40142248.077480
  nChanged 11121
		SP:Iteration 2Q (15087.360000 sec): 3 clusters
  Score: Raw -40149464.912629 + Penalty 4145.502646 = -40145319.409983
  nChanged 12626
		SP:Iteration 3Q (15088.290000 sec): 3 clusters
  Score: Raw -40153799.330249 + Penalty 4145.502646 = -40149653.827603
  nChanged 14956
		SP:Iteration 4Q (15089.220000 sec): 3 clusters
  Score: Raw -40160265.897032 + Penalty 4145.502646 = -40156120.394386
  nChanged 17810
		SP:Iteration 5F (15090.140000 sec): 3 clusters
  Score: Raw -40169801.081286 + Penalty 4145.502646 = -40165655.578640
  nChanged 20400
		SP:Iteration 6F (15091.060000 sec): 3 clusters
  Score: Raw -40182829.974620 + Penalty 4145.502646 = -40178684.471973
  nChanged 21942
		SP:Iteration 7F (15091.970000 sec): 3 clusters
  Score: Raw -40198245.064633 + Penalty 4145.502646 = -40194099.561987
  nChanged 20516
		SP:Iteration 8F (15092.880000 sec): 3 clusters
  Score: Raw -40212137.605527 + Penalty 4145.502646 = -40207992.102881
  nChanged 17324
		SP:Iteration 9F (15093.800000 sec): 3 clusters
  Score: Raw -40222048.427567 + Penalty 4145.502646 = -40217902.924921
  nChanged 13520
		SP:Iteration 10Q (15094.700000 sec): 3 clusters
  Score: Raw -40228318.456132 + Penalty 4145.502646 = -40224172.953486
  nChanged 10304
		SP:Iteration 11Q (15095.590000 sec): 3 clusters
  Score: Raw -40232431.323321 + Penalty 4145.502646 = -40228285.820675
  nChanged 8077
		SP:Iteration 12Q (15096.470000 sec): 3 clusters
  Score: Raw -40235487.208527 + Penalty 4145.502646 = -40231341.705881
  nChanged 7164
		SP:Iteration 13Q (15097.340000 sec): 3 clusters
  Score: Raw -40238303.676412 + Penalty 4145.502646 = -40234158.173766
  nChanged 6947
		SP:Iteration 14Q (15098.200000 sec): 3 clusters
  Score: Raw -40241293.709335 + Penalty 4145.502646 = -40237148.206689
  nChanged 7069
		SP:Iteration 15Q (15099.050000 sec): 3 clusters
  Score: Raw -40244598.425869 + Penalty 4145.502646 = -40240452.923223
  nChanged 7218
		SP:Iteration 16Q (15099.890000 sec): 3 clusters
  Score: Raw -40248222.287736 + Penalty 4145.502646 = -40244076.785090
  nChanged 7360
		SP:Iteration 17Q (15100.720000 sec): 3 clusters
  Score: Raw -40252223.392951 + Penalty 4145.502646 = -40248077.890305
  nChanged 7543
		SP:Iteration 18Q (15101.540000 sec): 3 clusters
  Score: Raw -40256649.782105 + Penalty 4145.502646 = -40252504.279459
  nChanged 7567
		SP:Iteration 19Q (15102.350000 sec): 3 clusters
  Score: Raw -40261306.941797 + Penalty 4145.502646 = -40257161.439151
  nChanged 7166
		SP:Iteration 20F (15103.260000 sec): 3 clusters
  Score: Raw -40265598.887727 + Penalty 4145.502646 = -40261453.385080
  nChanged 6657
		SP:Iteration 21Q (15104.040000 sec): 3 clusters
  Score: Raw -40269299.777971 + Penalty 4145.502646 = -40265154.275325
  nChanged 5987
		SP:Iteration 22Q (15104.810000 sec): 3 clusters
  Score: Raw -40272271.015623 + Penalty 4145.502646 = -40268125.512977
  nChanged 5227
		SP:Iteration 23Q (15105.570000 sec): 3 clusters
  Score: Raw -40274570.482755 + Penalty 4145.502646 = -40270424.980108
  nChanged 4520
		SP:Iteration 24Q (15106.320000 sec): 3 clusters
  Score: Raw -40276306.501449 + Penalty 4145.502646 = -40272160.998803
  nChanged 3746
		SP:Iteration 25Q (15107.050000 sec): 3 clusters
  Score: Raw -40277540.145510 + Penalty 4145.502646 = -40273394.642864
  nChanged 3146
		SP:Iteration 26Q (15107.780000 sec): 3 clusters
  Score: Raw -40278448.635871 + Penalty 4145.502646 = -40274303.133225
  nChanged 2618
		SP:Iteration 27Q (15108.510000 sec): 3 clusters
  Score: Raw -40279127.291726 + Penalty 4145.502646 = -40274981.789080
  nChanged 2206
		SP:Iteration 28Q (15109.230000 sec): 3 clusters
  Score: Raw -40279608.063620 + Penalty 4145.502646 = -40275462.560974
  nChanged 1741
		SP:Iteration 29Q (15109.940000 sec): 3 clusters
  Score: Raw -40279922.035204 + Penalty 4145.502646 = -40275776.532558
  nChanged 1355
		SP:Iteration 30Q (15110.650000 sec): 3 clusters
  Score: Raw -40280130.779686 + Penalty 4145.502646 = -40275985.277040
  nChanged 1156
		SP:Iteration 31Q (15111.360000 sec): 3 clusters
  Score: Raw -40280279.902803 + Penalty 4145.502646 = -40276134.400157
  nChanged 894
		SP:Iteration 32Q (15112.070000 sec): 3 clusters
  Score: Raw -40280379.745717 + Penalty 4145.502646 = -40276234.243071
  nChanged 742
		SP:Iteration 33Q (15112.770000 sec): 3 clusters
  Score: Raw -40280456.043336 + Penalty 4145.502646 = -40276310.540690
  nChanged 653
		SP:Iteration 34Q (15113.470000 sec): 3 clusters
  Score: Raw -40280515.397709 + Penalty 4145.502646 = -40276369.895063
  nChanged 552
		SP:Iteration 35Q (15114.170000 sec): 3 clusters
  Score: Raw -40280560.243433 + Penalty 4145.502646 = -40276414.740786
  nChanged 447
		SP:Iteration 36Q (15114.870000 sec): 3 clusters
  Score: Raw -40280591.439036 + Penalty 4145.502646 = -40276445.936390
  nChanged 369
		SP:Iteration 37Q (15115.580000 sec): 3 clusters
  Score: Raw -40280616.082137 + Penalty 4145.502646 = -40276470.579491
  nChanged 314
		SP:Iteration 38Q (15116.270000 sec): 3 clusters
  Score: Raw -40280635.278418 + Penalty 4145.502646 = -40276489.775772
  nChanged 249
		SP:Iteration 39Q (15116.980000 sec): 3 clusters
  Score: Raw -40280648.803829 + Penalty 4145.502646 = -40276503.301183
  nChanged 205
		SP:Iteration 40F (15117.890000 sec): 3 clusters
  Score: Raw -40280658.546306 + Penalty 4145.502646 = -40276513.043660
  nChanged 180
		SP:Iteration 41Q (15118.590000 sec): 3 clusters
  Score: Raw -40280666.723681 + Penalty 4145.502646 = -40276521.221035
  nChanged 162
		SP:Iteration 42Q (15119.290000 sec): 3 clusters
  Score: Raw -40280673.042661 + Penalty 4145.502646 = -40276527.540015
  nChanged 133
		SP:Iteration 43Q (15119.980000 sec): 3 clusters
  Score: Raw -40280677.717320 + Penalty 4145.502646 = -40276532.214674
  nChanged 97
		SP:Iteration 44Q (15120.670000 sec): 3 clusters
  Score: Raw -40280681.075836 + Penalty 4145.502646 = -40276535.573189
  nChanged 93
		SP:Iteration 45Q (15121.370000 sec): 3 clusters
  Score: Raw -40280684.475422 + Penalty 4145.502646 = -40276538.972776
  nChanged 99
		SP:Iteration 46Q (15122.050000 sec): 3 clusters
  Score: Raw -40280688.257334 + Penalty 4145.502646 = -40276542.754688
  nChanged 77
		SP:Iteration 47Q (15122.750000 sec): 3 clusters
  Score: Raw -40280691.204572 + Penalty 4145.502646 = -40276545.701926
  nChanged 83
		SP:Iteration 48Q (15123.440000 sec): 3 clusters
  Score: Raw -40280694.444223 + Penalty 4145.502646 = -40276548.941577
  nChanged 67
		SP:Iteration 49Q (15124.130000 sec): 3 clusters
  Score: Raw -40280696.654073 + Penalty 4145.502646 = -40276551.151426
  nChanged 79
		SP:Iteration 50Q (15124.830000 sec): 3 clusters
  Score: Raw -40280699.730730 + Penalty 4145.502646 = -40276554.228083
  nChanged 75
		SP:Iteration 51Q (15125.520000 sec): 3 clusters
  Score: Raw -40280702.137376 + Penalty 4145.502646 = -40276556.634730
  nChanged 57
		SP:Iteration 52Q (15126.210000 sec): 3 clusters
  Score: Raw -40280704.217263 + Penalty 4145.502646 = -40276558.714617
  nChanged 55
		SP:Iteration 53Q (15126.900000 sec): 3 clusters
  Score: Raw -40280705.815032 + Penalty 4145.502646 = -40276560.312385
  nChanged 45
		SP:Iteration 54Q (15127.600000 sec): 3 clusters
  Score: Raw -40280707.168740 + Penalty 4145.502646 = -40276561.666094
  nChanged 44
		SP:Iteration 55Q (15128.290000 sec): 3 clusters
  Score: Raw -40280708.405369 + Penalty 4145.502646 = -40276562.902722
  nChanged 38
		SP:Iteration 56Q (15128.980000 sec): 3 clusters
  Score: Raw -40280709.435359 + Penalty 4145.502646 = -40276563.932713
  nChanged 40
		SP:Iteration 57Q (15129.670000 sec): 3 clusters
  Score: Raw -40280710.432453 + Penalty 4145.502646 = -40276564.929807
  nChanged 36
		SP:Iteration 58Q (15130.360000 sec): 3 clusters
  Score: Raw -40280711.449289 + Penalty 4145.502646 = -40276565.946643
  nChanged 30
		SP:Iteration 59Q (15131.060000 sec): 3 clusters
  Score: Raw -40280712.113227 + Penalty 4145.502646 = -40276566.610581
  nChanged 25
		SP:Iteration 60F (15131.970000 sec): 3 clusters
  Score: Raw -40280712.704283 + Penalty 4145.502646 = -40276567.201637
  nChanged 19
		SP:Iteration 61Q (15132.660000 sec): 3 clusters
  Score: Raw -40280713.225244 + Penalty 4145.502646 = -40276567.722598
  nChanged 20
		SP:Iteration 62Q (15133.350000 sec): 3 clusters
  Score: Raw -40280713.780671 + Penalty 4145.502646 = -40276568.278025
  nChanged 24
		SP:Iteration 63Q (15134.040000 sec): 3 clusters
  Score: Raw -40280714.384747 + Penalty 4145.502646 = -40276568.882101
  nChanged 28
		SP:Iteration 64Q (15134.720000 sec): 3 clusters
  Score: Raw -40280715.036902 + Penalty 4145.502646 = -40276569.534255
  nChanged 18
		SP:Iteration 65Q (15135.410000 sec): 3 clusters
  Score: Raw -40280715.411352 + Penalty 4145.502646 = -40276569.908706
  nChanged 17
		SP:Iteration 66Q (15136.100000 sec): 3 clusters
  Score: Raw -40280715.779709 + Penalty 4145.502646 = -40276570.277063
  nChanged 18
		SP:Iteration 67Q (15136.790000 sec): 3 clusters
  Score: Raw -40280716.185771 + Penalty 4145.502646 = -40276570.683124
  nChanged 17
		SP:Iteration 68Q (15137.480000 sec): 3 clusters
  Score: Raw -40280716.508991 + Penalty 4145.502646 = -40276571.006345
  nChanged 12
		SP:Iteration 69Q (15138.170000 sec): 3 clusters
  Score: Raw -40280716.752054 + Penalty 4145.502646 = -40276571.249408
  nChanged 13
		SP:Iteration 70Q (15138.860000 sec): 3 clusters
  Score: Raw -40280717.049829 + Penalty 4145.502646 = -40276571.547183
  nChanged 13
		SP:Iteration 71Q (15139.550000 sec): 3 clusters
  Score: Raw -40280717.271784 + Penalty 4145.502646 = -40276571.769138
  nChanged 11
		SP:Iteration 72Q (15140.240000 sec): 3 clusters
  Score: Raw -40280717.460470 + Penalty 4145.502646 = -40276571.957824
  nChanged 5
		SP:Iteration 73Q (15140.940000 sec): 3 clusters
  Score: Raw -40280717.525972 + Penalty 4145.502646 = -40276572.023326
  nChanged 1
		SP:Iteration 74Q (15141.630000 sec): 3 clusters
  Score: Raw -40280717.534844 + Penalty 4145.502646 = -40276572.032198
  nChanged 1
		SP:Iteration 75Q (15142.320000 sec): 3 clusters
  Score: Raw -40280717.545379 + Penalty 4145.502646 = -40276572.042733
  nChanged 0
		SP:Iteration 76F (15143.240000 sec): 3 clusters
  Score: Raw -40280717.545379 + Penalty 4145.502646 = -40276572.042733
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15143.440000 sec): 2 clusters
  Score: Raw -911349.097357 + Penalty 1464.729017 = -909884.368340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15143.460000 sec): 3 clusters
  Score: Raw -906739.776417 + Penalty 2929.458035 = -903810.318382
  nChanged 3495
		SP:Iteration 1F (15143.480000 sec): 3 clusters
  Score: Raw -908672.824439 + Penalty 2929.458035 = -905743.366405
  nChanged 627
		SP:Iteration 2F (15143.500000 sec): 3 clusters
  Score: Raw -909067.019845 + Penalty 2929.458035 = -906137.561810
  nChanged 607
		SP:Iteration 3F (15143.520000 sec): 3 clusters
  Score: Raw -909464.618728 + Penalty 2929.458035 = -906535.160693
  nChanged 546
		SP:Iteration 4F (15143.540000 sec): 3 clusters
  Score: Raw -909892.458462 + Penalty 2929.458035 = -906963.000427
  nChanged 560
		SP:Iteration 5F (15143.560000 sec): 3 clusters
  Score: Raw -910362.630653 + Penalty 2929.458035 = -907433.172619
  nChanged 534
		SP:Iteration 6F (15143.580000 sec): 3 clusters
  Score: Raw -910850.125924 + Penalty 2929.458035 = -907920.667889
  nChanged 438
		SP:Iteration 7F (15143.600000 sec): 3 clusters
  Score: Raw -911192.173624 + Penalty 2929.458035 = -908262.715589
  nChanged 294
		SP:Iteration 8Q (15143.620000 sec): 3 clusters
  Score: Raw -911403.579414 + Penalty 2929.458035 = -908474.121380
  nChanged 194
		SP:Iteration 9Q (15143.640000 sec): 3 clusters
  Score: Raw -911535.141077 + Penalty 2929.458035 = -908605.683043
  nChanged 144
		SP:Iteration 10Q (15143.660000 sec): 3 clusters
  Score: Raw -911636.997013 + Penalty 2929.458035 = -908707.538979
  nChanged 123
		SP:Iteration 11Q (15143.680000 sec): 3 clusters
  Score: Raw -911724.771852 + Penalty 2929.458035 = -908795.313817
  nChanged 107
		SP:Iteration 12Q (15143.700000 sec): 3 clusters
  Score: Raw -911788.024079 + Penalty 2929.458035 = -908858.566044
  nChanged 86
		SP:Iteration 13Q (15143.720000 sec): 3 clusters
  Score: Raw -911841.840570 + Penalty 2929.458035 = -908912.382536
  nChanged 71
		SP:Iteration 14Q (15143.740000 sec): 3 clusters
  Score: Raw -911878.419210 + Penalty 2929.458035 = -908948.961175
  nChanged 56
		SP:Iteration 15Q (15143.760000 sec): 3 clusters
  Score: Raw -911909.416320 + Penalty 2929.458035 = -908979.958285
  nChanged 52
		SP:Iteration 16Q (15143.770000 sec): 3 clusters
  Score: Raw -911932.455545 + Penalty 2929.458035 = -909002.997511
  nChanged 32
		SP:Iteration 17Q (15143.790000 sec): 3 clusters
  Score: Raw -911945.219323 + Penalty 2929.458035 = -909015.761289
  nChanged 21
		SP:Iteration 18Q (15143.810000 sec): 3 clusters
  Score: Raw -911954.222793 + Penalty 2929.458035 = -909024.764758
  nChanged 18
		SP:Iteration 19Q (15143.830000 sec): 3 clusters
  Score: Raw -911959.400549 + Penalty 2929.458035 = -909029.942514
  nChanged 10
		SP:Iteration 20F (15143.850000 sec): 3 clusters
  Score: Raw -911963.191762 + Penalty 2929.458035 = -909033.733727
  nChanged 9
		SP:Iteration 21Q (15143.870000 sec): 3 clusters
  Score: Raw -911967.204651 + Penalty 2929.458035 = -909037.746616
  nChanged 8
		SP:Iteration 22Q (15143.890000 sec): 3 clusters
  Score: Raw -911970.472258 + Penalty 2929.458035 = -909041.014224
  nChanged 10
		SP:Iteration 23Q (15143.900000 sec): 3 clusters
  Score: Raw -911974.662994 + Penalty 2929.458035 = -909045.204959
  nChanged 12
		SP:Iteration 24Q (15143.920000 sec): 3 clusters
  Score: Raw -911982.739554 + Penalty 2929.458035 = -909053.281519
  nChanged 17
		SP:Iteration 25Q (15143.940000 sec): 3 clusters
  Score: Raw -911994.682074 + Penalty 2929.458035 = -909065.224039
  nChanged 24
		SP:Iteration 26Q (15143.950000 sec): 3 clusters
  Score: Raw -912006.075058 + Penalty 2929.458035 = -909076.617023
  nChanged 12
		SP:Iteration 27Q (15143.970000 sec): 3 clusters
  Score: Raw -912011.151401 + Penalty 2929.458035 = -909081.693366
  nChanged 8
		SP:Iteration 28Q (15143.990000 sec): 3 clusters
  Score: Raw -912015.176471 + Penalty 2929.458035 = -909085.718436
  nChanged 6
		SP:Iteration 29Q (15144.010000 sec): 3 clusters
  Score: Raw -912016.494564 + Penalty 2929.458035 = -909087.036529
  nChanged 4
		SP:Iteration 30Q (15144.030000 sec): 3 clusters
  Score: Raw -912018.279534 + Penalty 2929.458035 = -909088.821499
  nChanged 3
		SP:Iteration 31Q (15144.040000 sec): 3 clusters
  Score: Raw -912020.095843 + Penalty 2929.458035 = -909090.637808
  nChanged 2
		SP:Iteration 32Q (15144.060000 sec): 3 clusters
  Score: Raw -912020.969201 + Penalty 2929.458035 = -909091.511166
  nChanged 1
		SP:Iteration 33Q (15144.080000 sec): 3 clusters
  Score: Raw -912021.306572 + Penalty 2929.458035 = -909091.848537
  nChanged 0
		SP:Iteration 34F (15144.100000 sec): 3 clusters
  Score: Raw -912021.306572 + Penalty 2929.458035 = -909091.848537
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15144.110000 sec): 2 clusters
  Score: Raw -233619.986123 + Penalty 1245.761063 = -232374.225060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15144.110000 sec): 3 clusters
  Score: Raw -232698.854488 + Penalty 2491.522126 = -230207.332362
  nChanged 752
		SP:Iteration 1F (15144.120000 sec): 3 clusters
  Score: Raw -233279.556456 + Penalty 2491.522126 = -230788.034330
  nChanged 204
		SP:Iteration 2F (15144.130000 sec): 3 clusters
  Score: Raw -233460.709868 + Penalty 2491.522126 = -230969.187742
  nChanged 134
		SP:Iteration 3F (15144.130000 sec): 3 clusters
  Score: Raw -233546.921455 + Penalty 2491.522126 = -231055.399329
  nChanged 78
		SP:Iteration 4Q (15144.130000 sec): 3 clusters
  Score: Raw -233605.475546 + Penalty 2491.522126 = -231113.953420
  nChanged 62
		SP:Iteration 5Q (15144.140000 sec): 3 clusters
  Score: Raw -233659.445672 + Penalty 2491.522126 = -231167.923546
  nChanged 57
		SP:Iteration 6Q (15144.150000 sec): 3 clusters
  Score: Raw -233700.969153 + Penalty 2491.522126 = -231209.447027
  nChanged 47
		SP:Iteration 7Q (15144.150000 sec): 3 clusters
  Score: Raw -233735.256559 + Penalty 2491.522126 = -231243.734433
  nChanged 50
		SP:Iteration 8Q (15144.150000 sec): 3 clusters
  Score: Raw -233768.412403 + Penalty 2491.522126 = -231276.890277
  nChanged 35
		SP:Iteration 9Q (15144.160000 sec): 3 clusters
  Score: Raw -233786.559578 + Penalty 2491.522126 = -231295.037452
  nChanged 24
		SP:Iteration 10Q (15144.170000 sec): 3 clusters
  Score: Raw -233800.325621 + Penalty 2491.522126 = -231308.803495
  nChanged 25
		SP:Iteration 11Q (15144.170000 sec): 3 clusters
  Score: Raw -233817.167775 + Penalty 2491.522126 = -231325.645649
  nChanged 26
		SP:Iteration 12Q (15144.180000 sec): 3 clusters
  Score: Raw -233834.531705 + Penalty 2491.522126 = -231343.009579
  nChanged 25
		SP:Iteration 13Q (15144.180000 sec): 3 clusters
  Score: Raw -233849.378940 + Penalty 2491.522126 = -231357.856815
  nChanged 27
		SP:Iteration 14Q (15144.190000 sec): 3 clusters
  Score: Raw -233866.526488 + Penalty 2491.522126 = -231375.004362
  nChanged 21
		SP:Iteration 15Q (15144.190000 sec): 3 clusters
  Score: Raw -233875.878989 + Penalty 2491.522126 = -231384.356863
  nChanged 13
		SP:Iteration 16Q (15144.200000 sec): 3 clusters
  Score: Raw -233882.315915 + Penalty 2491.522126 = -231390.793789
  nChanged 11
		SP:Iteration 17Q (15144.200000 sec): 3 clusters
  Score: Raw -233891.456197 + Penalty 2491.522126 = -231399.934071
  nChanged 14
		SP:Iteration 18Q (15144.210000 sec): 3 clusters
  Score: Raw -233903.678526 + Penalty 2491.522126 = -231412.156401
  nChanged 12
		SP:Iteration 19Q (15144.210000 sec): 3 clusters
  Score: Raw -233909.967197 + Penalty 2491.522126 = -231418.445072
  nChanged 7
		SP:Iteration 20F (15144.220000 sec): 3 clusters
  Score: Raw -233915.011432 + Penalty 2491.522126 = -231423.489306
  nChanged 8
		SP:Iteration 21Q (15144.220000 sec): 3 clusters
  Score: Raw -233920.156968 + Penalty 2491.522126 = -231428.634842
  nChanged 8
		SP:Iteration 22Q (15144.230000 sec): 3 clusters
  Score: Raw -233925.237452 + Penalty 2491.522126 = -231433.715326
  nChanged 12
		SP:Iteration 23Q (15144.230000 sec): 3 clusters
  Score: Raw -233935.728375 + Penalty 2491.522126 = -231444.206249
  nChanged 11
		SP:Iteration 24Q (15144.240000 sec): 3 clusters
  Score: Raw -233944.419971 + Penalty 2491.522126 = -231452.897845
  nChanged 10
		SP:Iteration 25Q (15144.240000 sec): 3 clusters
  Score: Raw -233952.926213 + Penalty 2491.522126 = -231461.404087
  nChanged 7
		SP:Iteration 26Q (15144.250000 sec): 3 clusters
  Score: Raw -233958.150777 + Penalty 2491.522126 = -231466.628651
  nChanged 10
		SP:Iteration 27Q (15144.250000 sec): 3 clusters
  Score: Raw -233966.247310 + Penalty 2491.522126 = -231474.725184
  nChanged 12
		SP:Iteration 28Q (15144.260000 sec): 3 clusters
  Score: Raw -233977.920356 + Penalty 2491.522126 = -231486.398230
  nChanged 8
		SP:Iteration 29Q (15144.260000 sec): 3 clusters
  Score: Raw -233982.742963 + Penalty 2491.522126 = -231491.220837
  nChanged 8
		SP:Iteration 30Q (15144.270000 sec): 3 clusters
  Score: Raw -233989.016670 + Penalty 2491.522126 = -231497.494544
  nChanged 8
		SP:Iteration 31Q (15144.270000 sec): 3 clusters
  Score: Raw -233996.721374 + Penalty 2491.522126 = -231505.199248
  nChanged 5
		SP:Iteration 32Q (15144.280000 sec): 3 clusters
  Score: Raw -234001.660696 + Penalty 2491.522126 = -231510.138570
  nChanged 10
		SP:Iteration 33Q (15144.280000 sec): 3 clusters
  Score: Raw -234006.586506 + Penalty 2491.522126 = -231515.064380
  nChanged 7
		SP:Iteration 34Q (15144.290000 sec): 3 clusters
  Score: Raw -234010.519419 + Penalty 2491.522126 = -231518.997293
  nChanged 9
		SP:Iteration 35Q (15144.290000 sec): 3 clusters
  Score: Raw -234015.762210 + Penalty 2491.522126 = -231524.240084
  nChanged 3
		SP:Iteration 36Q (15144.300000 sec): 3 clusters
  Score: Raw -234017.583562 + Penalty 2491.522126 = -231526.061436
  nChanged 2
		SP:Iteration 37Q (15144.300000 sec): 3 clusters
  Score: Raw -234020.441367 + Penalty 2491.522126 = -231528.919241
  nChanged 7
		SP:Iteration 38Q (15144.310000 sec): 3 clusters
  Score: Raw -234023.866026 + Penalty 2491.522126 = -231532.343901
  nChanged 6
		SP:Iteration 39Q (15144.310000 sec): 3 clusters
  Score: Raw -234026.731266 + Penalty 2491.522126 = -231535.209140
  nChanged 4
		SP:Iteration 40F (15144.320000 sec): 3 clusters
  Score: Raw -234028.908059 + Penalty 2491.522126 = -231537.385934
  nChanged 4
		SP:Iteration 41Q (15144.320000 sec): 3 clusters
  Score: Raw -234031.125633 + Penalty 2491.522126 = -231539.603508
  nChanged 2
		SP:Iteration 42Q (15144.330000 sec): 3 clusters
  Score: Raw -234032.101467 + Penalty 2491.522126 = -231540.579341
  nChanged 1
		SP:Iteration 43Q (15144.330000 sec): 3 clusters
  Score: Raw -234032.590973 + Penalty 2491.522126 = -231541.068847
  nChanged 1
		SP:Iteration 44Q (15144.340000 sec): 3 clusters
  Score: Raw -234033.244744 + Penalty 2491.522126 = -231541.722618
  nChanged 1
		SP:Iteration 45Q (15144.340000 sec): 3 clusters
  Score: Raw -234033.874642 + Penalty 2491.522126 = -231542.352516
  nChanged 0
		SP:Iteration 46F (15144.350000 sec): 3 clusters
  Score: Raw -234033.874642 + Penalty 2491.522126 = -231542.352516
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15144.370000 sec): 2 clusters
  Score: Raw -787659.650954 + Penalty 1424.057062 = -786235.593892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15144.390000 sec): 3 clusters
  Score: Raw -784240.604931 + Penalty 2848.114124 = -781392.490807
  nChanged 2637
		SP:Iteration 1F (15144.400000 sec): 3 clusters
  Score: Raw -785629.240916 + Penalty 2848.114124 = -782781.126792
  nChanged 424
		SP:Iteration 2F (15144.420000 sec): 3 clusters
  Score: Raw -785846.545660 + Penalty 2848.114124 = -782998.431536
  nChanged 355
		SP:Iteration 3F (15144.430000 sec): 3 clusters
  Score: Raw -786034.749129 + Penalty 2848.114124 = -783186.635005
  nChanged 315
		SP:Iteration 4Q (15144.450000 sec): 3 clusters
  Score: Raw -786210.510885 + Penalty 2848.114124 = -783362.396761
  nChanged 329
		SP:Iteration 5F (15144.470000 sec): 3 clusters
  Score: Raw -786440.885506 + Penalty 2848.114124 = -783592.771382
  nChanged 357
		SP:Iteration 6F (15144.480000 sec): 3 clusters
  Score: Raw -786693.363009 + Penalty 2848.114124 = -783845.248885
  nChanged 331
		SP:Iteration 7F (15144.500000 sec): 3 clusters
  Score: Raw -786926.199417 + Penalty 2848.114124 = -784078.085292
  nChanged 312
		SP:Iteration 8Q (15144.510000 sec): 3 clusters
  Score: Raw -787144.521916 + Penalty 2848.114124 = -784296.407792
  nChanged 266
		SP:Iteration 9Q (15144.530000 sec): 3 clusters
  Score: Raw -787346.041759 + Penalty 2848.114124 = -784497.927635
  nChanged 225
		SP:Iteration 10Q (15144.550000 sec): 3 clusters
  Score: Raw -787548.051820 + Penalty 2848.114124 = -784699.937696
  nChanged 201
		SP:Iteration 11Q (15144.560000 sec): 3 clusters
  Score: Raw -787754.063468 + Penalty 2848.114124 = -784905.949344
  nChanged 164
		SP:Iteration 12Q (15144.570000 sec): 3 clusters
  Score: Raw -787936.627223 + Penalty 2848.114124 = -785088.513099
  nChanged 91
		SP:Iteration 13Q (15144.590000 sec): 3 clusters
  Score: Raw -788067.059600 + Penalty 2848.114124 = -785218.945476
  nChanged 59
		SP:Iteration 14Q (15144.610000 sec): 3 clusters
  Score: Raw -788185.508755 + Penalty 2848.114124 = -785337.394631
  nChanged 51
		SP:Iteration 15Q (15144.620000 sec): 3 clusters
  Score: Raw -788315.614805 + Penalty 2848.114124 = -785467.500681
  nChanged 28
		SP:Iteration 16Q (15144.630000 sec): 3 clusters
  Score: Raw -788363.655991 + Penalty 2848.114124 = -785515.541867
  nChanged 16
		SP:Iteration 17Q (15144.640000 sec): 3 clusters
  Score: Raw -788380.660028 + Penalty 2848.114124 = -785532.545904
  nChanged 11
		SP:Iteration 18Q (15144.650000 sec): 3 clusters
  Score: Raw -788389.899847 + Penalty 2848.114124 = -785541.785723
  nChanged 5
		SP:Iteration 19Q (15144.660000 sec): 3 clusters
  Score: Raw -788393.767620 + Penalty 2848.114124 = -785545.653496
  nChanged 5
		SP:Iteration 20F (15144.680000 sec): 3 clusters
  Score: Raw -788396.724573 + Penalty 2848.114124 = -785548.610449
  nChanged 1
		SP:Iteration 21Q (15144.690000 sec): 3 clusters
  Score: Raw -788397.079130 + Penalty 2848.114124 = -785548.965006
  nChanged 1
		SP:Iteration 22Q (15144.700000 sec): 3 clusters
  Score: Raw -788397.306698 + Penalty 2848.114124 = -785549.192574
  nChanged 0
		SP:Iteration 23F (15144.720000 sec): 3 clusters
  Score: Raw -788397.306698 + Penalty 2848.114124 = -785549.192574
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15144.730000 sec): 2 clusters
  Score: Raw -161467.117423 + Penalty 1179.033582 = -160288.083841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15144.730000 sec): 3 clusters
  Score: Raw -160871.155010 + Penalty 2358.067164 = -158513.087846
  nChanged 480
		SP:Iteration 1F (15144.730000 sec): 3 clusters
  Score: Raw -161237.132787 + Penalty 2358.067164 = -158879.065623
  nChanged 143
		SP:Iteration 2F (15144.740000 sec): 3 clusters
  Score: Raw -161376.859821 + Penalty 2358.067164 = -159018.792657
  nChanged 85
		SP:Iteration 3F (15144.740000 sec): 3 clusters
  Score: Raw -161460.361590 + Penalty 2358.067164 = -159102.294426
  nChanged 59
		SP:Iteration 4Q (15144.740000 sec): 3 clusters
  Score: Raw -161507.876054 + Penalty 2358.067164 = -159149.808890
  nChanged 32
		SP:Iteration 5Q (15144.750000 sec): 3 clusters
  Score: Raw -161529.968633 + Penalty 2358.067164 = -159171.901469
  nChanged 23
		SP:Iteration 6Q (15144.750000 sec): 3 clusters
  Score: Raw -161547.585267 + Penalty 2358.067164 = -159189.518103
  nChanged 22
		SP:Iteration 7Q (15144.750000 sec): 3 clusters
  Score: Raw -161561.721584 + Penalty 2358.067164 = -159203.654420
  nChanged 22
		SP:Iteration 8Q (15144.760000 sec): 3 clusters
  Score: Raw -161575.325929 + Penalty 2358.067164 = -159217.258765
  nChanged 16
		SP:Iteration 9Q (15144.760000 sec): 3 clusters
  Score: Raw -161585.689933 + Penalty 2358.067164 = -159227.622769
  nChanged 13
		SP:Iteration 10Q (15144.770000 sec): 3 clusters
  Score: Raw -161595.663149 + Penalty 2358.067164 = -159237.595985
  nChanged 11
		SP:Iteration 11Q (15144.770000 sec): 3 clusters
  Score: Raw -161604.186858 + Penalty 2358.067164 = -159246.119694
  nChanged 13
		SP:Iteration 12Q (15144.770000 sec): 3 clusters
  Score: Raw -161613.531683 + Penalty 2358.067164 = -159255.464519
  nChanged 15
		SP:Iteration 13Q (15144.770000 sec): 3 clusters
  Score: Raw -161622.779614 + Penalty 2358.067164 = -159264.712449
  nChanged 11
		SP:Iteration 14Q (15144.780000 sec): 3 clusters
  Score: Raw -161628.318587 + Penalty 2358.067164 = -159270.251422
  nChanged 10
		SP:Iteration 15Q (15144.780000 sec): 3 clusters
  Score: Raw -161633.920128 + Penalty 2358.067164 = -159275.852964
  nChanged 4
		SP:Iteration 16Q (15144.790000 sec): 3 clusters
  Score: Raw -161637.506973 + Penalty 2358.067164 = -159279.439809
  nChanged 7
		SP:Iteration 17Q (15144.790000 sec): 3 clusters
  Score: Raw -161643.324037 + Penalty 2358.067164 = -159285.256873
  nChanged 11
		SP:Iteration 18Q (15144.790000 sec): 3 clusters
  Score: Raw -161649.014157 + Penalty 2358.067164 = -159290.946993
  nChanged 2
		SP:Iteration 19Q (15144.790000 sec): 3 clusters
  Score: Raw -161650.634354 + Penalty 2358.067164 = -159292.567190
  nChanged 4
		SP:Iteration 20F (15144.800000 sec): 3 clusters
  Score: Raw -161655.430952 + Penalty 2358.067164 = -159297.363788
  nChanged 7
		SP:Iteration 21Q (15144.800000 sec): 3 clusters
  Score: Raw -161660.375664 + Penalty 2358.067164 = -159302.308499
  nChanged 5
		SP:Iteration 22Q (15144.810000 sec): 3 clusters
  Score: Raw -161664.863519 + Penalty 2358.067164 = -159306.796354
  nChanged 6
		SP:Iteration 23Q (15144.810000 sec): 3 clusters
  Score: Raw -161669.496242 + Penalty 2358.067164 = -159311.429078
  nChanged 4
		SP:Iteration 24Q (15144.810000 sec): 3 clusters
  Score: Raw -161671.099879 + Penalty 2358.067164 = -159313.032714
  nChanged 2
		SP:Iteration 25Q (15144.820000 sec): 3 clusters
  Score: Raw -161671.921814 + Penalty 2358.067164 = -159313.854650
  nChanged 1
		SP:Iteration 26Q (15144.820000 sec): 3 clusters
  Score: Raw -161672.757173 + Penalty 2358.067164 = -159314.690009
  nChanged 2
		SP:Iteration 27Q (15144.820000 sec): 3 clusters
  Score: Raw -161673.220160 + Penalty 2358.067164 = -159315.152996
  nChanged 0
		SP:Iteration 28F (15144.830000 sec): 3 clusters
  Score: Raw -161673.220160 + Penalty 2358.067164 = -159315.152996
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15144.830000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15144.830000 sec): 3 clusters
  Score: Raw -35598.619856 + Penalty 1891.526952 = -33707.092904
  nChanged 65
		SP:Iteration 1F (15144.830000 sec): 3 clusters
  Score: Raw -35758.332897 + Penalty 1891.526952 = -33866.805945
  nChanged 17
		SP:Iteration 2F (15144.830000 sec): 3 clusters
  Score: Raw -35797.356819 + Penalty 1891.526952 = -33905.829866
  nChanged 4
		SP:Iteration 3Q (15144.830000 sec): 3 clusters
  Score: Raw -35806.231363 + Penalty 1891.526952 = -33914.704410
  nChanged 5
		SP:Iteration 4Q (15144.840000 sec): 3 clusters
  Score: Raw -35817.081130 + Penalty 1891.526952 = -33925.554178
  nChanged 1
		SP:Iteration 5Q (15144.840000 sec): 3 clusters
  Score: Raw -35819.118307 + Penalty 1891.526952 = -33927.591354
  nChanged 0
		SP:Iteration 6F (15144.840000 sec): 3 clusters
  Score: Raw -35819.118307 + Penalty 1891.526952 = -33927.591354
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (13007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15144.880000 sec): 2 clusters
  Score: Raw -1494146.844779 + Penalty 1539.401980 = -1492607.442799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15144.910000 sec): 3 clusters
  Score: Raw -1486539.754023 + Penalty 3078.803960 = -1483460.950064
  nChanged 5704
		SP:Iteration 1F (15144.950000 sec): 3 clusters
  Score: Raw -1489692.455796 + Penalty 3078.803960 = -1486613.651836
  nChanged 778
		SP:Iteration 2F (15144.980000 sec): 3 clusters
  Score: Raw -1490053.963549 + Penalty 3078.803960 = -1486975.159589
  nChanged 717
		SP:Iteration 3F (15145.010000 sec): 3 clusters
  Score: Raw -1490405.507915 + Penalty 3078.803960 = -1487326.703955
  nChanged 703
		SP:Iteration 4F (15145.040000 sec): 3 clusters
  Score: Raw -1490762.272831 + Penalty 3078.803960 = -1487683.468871
  nChanged 696
		SP:Iteration 5F (15145.070000 sec): 3 clusters
  Score: Raw -1491119.958297 + Penalty 3078.803960 = -1488041.154338
  nChanged 697
		SP:Iteration 6F (15145.110000 sec): 3 clusters
  Score: Raw -1491507.954496 + Penalty 3078.803960 = -1488429.150536
  nChanged 697
		SP:Iteration 7F (15145.140000 sec): 3 clusters
  Score: Raw -1491921.978337 + Penalty 3078.803960 = -1488843.174377
  nChanged 666
		SP:Iteration 8F (15145.170000 sec): 3 clusters
  Score: Raw -1492321.099337 + Penalty 3078.803960 = -1489242.295377
  nChanged 633
		SP:Iteration 9Q (15145.210000 sec): 3 clusters
  Score: Raw -1492723.924698 + Penalty 3078.803960 = -1489645.120738
  nChanged 572
		SP:Iteration 10Q (15145.240000 sec): 3 clusters
  Score: Raw -1493094.705127 + Penalty 3078.803960 = -1490015.901167
  nChanged 494
		SP:Iteration 11Q (15145.270000 sec): 3 clusters
  Score: Raw -1493428.983994 + Penalty 3078.803960 = -1490350.180034
  nChanged 421
		SP:Iteration 12Q (15145.300000 sec): 3 clusters
  Score: Raw -1493731.746454 + Penalty 3078.803960 = -1490652.942495
  nChanged 335
		SP:Iteration 13Q (15145.330000 sec): 3 clusters
  Score: Raw -1493997.289259 + Penalty 3078.803960 = -1490918.485299
  nChanged 245
		SP:Iteration 14Q (15145.370000 sec): 3 clusters
  Score: Raw -1494175.461296 + Penalty 3078.803960 = -1491096.657336
  nChanged 181
		SP:Iteration 15Q (15145.390000 sec): 3 clusters
  Score: Raw -1494308.993263 + Penalty 3078.803960 = -1491230.189303
  nChanged 126
		SP:Iteration 16Q (15145.430000 sec): 3 clusters
  Score: Raw -1494394.229611 + Penalty 3078.803960 = -1491315.425651
  nChanged 96
		SP:Iteration 17Q (15145.450000 sec): 3 clusters
  Score: Raw -1494462.292320 + Penalty 3078.803960 = -1491383.488360
  nChanged 60
		SP:Iteration 18Q (15145.480000 sec): 3 clusters
  Score: Raw -1494502.631385 + Penalty 3078.803960 = -1491423.827426
  nChanged 50
		SP:Iteration 19Q (15145.510000 sec): 3 clusters
  Score: Raw -1494535.232433 + Penalty 3078.803960 = -1491456.428473
  nChanged 34
		SP:Iteration 20F (15145.540000 sec): 3 clusters
  Score: Raw -1494553.511903 + Penalty 3078.803960 = -1491474.707943
  nChanged 31
		SP:Iteration 21Q (15145.560000 sec): 3 clusters
  Score: Raw -1494569.839945 + Penalty 3078.803960 = -1491491.035985
  nChanged 25
		SP:Iteration 22Q (15145.590000 sec): 3 clusters
  Score: Raw -1494583.466702 + Penalty 3078.803960 = -1491504.662742
  nChanged 25
		SP:Iteration 23Q (15145.610000 sec): 3 clusters
  Score: Raw -1494605.199723 + Penalty 3078.803960 = -1491526.395763
  nChanged 25
		SP:Iteration 24Q (15145.640000 sec): 3 clusters
  Score: Raw -1494622.847663 + Penalty 3078.803960 = -1491544.043704
  nChanged 11
		SP:Iteration 25Q (15145.670000 sec): 3 clusters
  Score: Raw -1494631.187260 + Penalty 3078.803960 = -1491552.383300
  nChanged 11
		SP:Iteration 26Q (15145.690000 sec): 3 clusters
  Score: Raw -1494638.571863 + Penalty 3078.803960 = -1491559.767903
  nChanged 8
		SP:Iteration 27Q (15145.710000 sec): 3 clusters
  Score: Raw -1494644.092193 + Penalty 3078.803960 = -1491565.288234
  nChanged 10
		SP:Iteration 28Q (15145.740000 sec): 3 clusters
  Score: Raw -1494652.639342 + Penalty 3078.803960 = -1491573.835383
  nChanged 7
		SP:Iteration 29Q (15145.760000 sec): 3 clusters
  Score: Raw -1494656.284971 + Penalty 3078.803960 = -1491577.481012
  nChanged 6
		SP:Iteration 30Q (15145.790000 sec): 3 clusters
  Score: Raw -1494657.704454 + Penalty 3078.803960 = -1491578.900494
  nChanged 2
		SP:Iteration 31Q (15145.810000 sec): 3 clusters
  Score: Raw -1494658.738758 + Penalty 3078.803960 = -1491579.934798
  nChanged 4
		SP:Iteration 32Q (15145.830000 sec): 3 clusters
  Score: Raw -1494660.069817 + Penalty 3078.803960 = -1491581.265857
  nChanged 3
		SP:Iteration 33Q (15145.870000 sec): 3 clusters
  Score: Raw -1494661.064728 + Penalty 3078.803960 = -1491582.260768
  nChanged 1
		SP:Iteration 34Q (15145.890000 sec): 3 clusters
  Score: Raw -1494661.192871 + Penalty 3078.803960 = -1491582.388911
  nChanged 0
		SP:Iteration 35F (15145.920000 sec): 3 clusters
  Score: Raw -1494661.192871 + Penalty 3078.803960 = -1491582.388911
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15145.930000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15145.930000 sec): 3 clusters
  Score: Raw -78582.155957 + Penalty 2131.414286 = -76450.741671
  nChanged 197
		SP:Iteration 1F (15145.940000 sec): 3 clusters
  Score: Raw -78809.580540 + Penalty 2131.414286 = -76678.166254
  nChanged 56
		SP:Iteration 2F (15145.940000 sec): 3 clusters
  Score: Raw -78870.323018 + Penalty 2131.414286 = -76738.908732
  nChanged 37
		SP:Iteration 3F (15145.940000 sec): 3 clusters
  Score: Raw -78919.664180 + Penalty 2131.414286 = -76788.249894
  nChanged 21
		SP:Iteration 4Q (15145.940000 sec): 3 clusters
  Score: Raw -78947.526131 + Penalty 2131.414286 = -76816.111845
  nChanged 22
		SP:Iteration 5Q (15145.950000 sec): 3 clusters
  Score: Raw -78973.688222 + Penalty 2131.414286 = -76842.273936
  nChanged 19
		SP:Iteration 6Q (15145.950000 sec): 3 clusters
  Score: Raw -78998.314544 + Penalty 2131.414286 = -76866.900258
  nChanged 14
		SP:Iteration 7Q (15145.950000 sec): 3 clusters
  Score: Raw -79016.716340 + Penalty 2131.414286 = -76885.302054
  nChanged 9
		SP:Iteration 8Q (15145.950000 sec): 3 clusters
  Score: Raw -79025.997899 + Penalty 2131.414286 = -76894.583613
  nChanged 6
		SP:Iteration 9Q (15145.950000 sec): 3 clusters
  Score: Raw -79031.971830 + Penalty 2131.414286 = -76900.557544
  nChanged 8
		SP:Iteration 10Q (15145.950000 sec): 3 clusters
  Score: Raw -79043.412428 + Penalty 2131.414286 = -76911.998142
  nChanged 6
		SP:Iteration 11Q (15145.950000 sec): 3 clusters
  Score: Raw -79048.160758 + Penalty 2131.414286 = -76916.746473
  nChanged 3
		SP:Iteration 12Q (15145.960000 sec): 3 clusters
  Score: Raw -79050.491155 + Penalty 2131.414286 = -76919.076869
  nChanged 3
		SP:Iteration 13Q (15145.960000 sec): 3 clusters
  Score: Raw -79053.994469 + Penalty 2131.414286 = -76922.580183
  nChanged 2
		SP:Iteration 14Q (15145.960000 sec): 3 clusters
  Score: Raw -79055.526141 + Penalty 2131.414286 = -76924.111855
  nChanged 1
		SP:Iteration 15Q (15145.960000 sec): 3 clusters
  Score: Raw -79056.896395 + Penalty 2131.414286 = -76925.482109
  nChanged 3
		SP:Iteration 16Q (15145.960000 sec): 3 clusters
  Score: Raw -79062.204349 + Penalty 2131.414286 = -76930.790063
  nChanged 2
		SP:Iteration 17Q (15145.970000 sec): 3 clusters
  Score: Raw -79065.612541 + Penalty 2131.414286 = -76934.198255
  nChanged 2
		SP:Iteration 18Q (15145.970000 sec): 3 clusters
  Score: Raw -79068.828672 + Penalty 2131.414286 = -76937.414386
  nChanged 2
		SP:Iteration 19Q (15145.970000 sec): 3 clusters
  Score: Raw -79071.827894 + Penalty 2131.414286 = -76940.413608
  nChanged 1
		SP:Iteration 20F (15145.970000 sec): 3 clusters
  Score: Raw -79073.565314 + Penalty 2131.414286 = -76942.151028
  nChanged 4
		SP:Iteration 21Q (15145.970000 sec): 3 clusters
  Score: Raw -79114.452690 + Penalty 2131.414286 = -76983.038404
  nChanged 8
		SP:Iteration 22Q (15145.970000 sec): 3 clusters
  Score: Raw -79124.562047 + Penalty 2131.414286 = -76993.147761
  nChanged 7
		SP:Iteration 23Q (15145.970000 sec): 3 clusters
  Score: Raw -79129.835458 + Penalty 2131.414286 = -76998.421172
  nChanged 10
		SP:Iteration 24Q (15145.980000 sec): 3 clusters
  Score: Raw -79141.753673 + Penalty 2131.414286 = -77010.339387
  nChanged 11
		SP:Iteration 25Q (15145.980000 sec): 3 clusters
  Score: Raw -79162.179942 + Penalty 2131.414286 = -77030.765656
  nChanged 18
		SP:Iteration 26Q (15145.980000 sec): 3 clusters
  Score: Raw -79192.310373 + Penalty 2131.414286 = -77060.896087
  nChanged 17
		SP:Iteration 27Q (15145.980000 sec): 3 clusters
  Score: Raw -79226.362927 + Penalty 2131.414286 = -77094.948641
  nChanged 11
		SP:Iteration 28Q (15145.980000 sec): 3 clusters
  Score: Raw -79241.149095 + Penalty 2131.414286 = -77109.734809
  nChanged 5
		SP:Iteration 29Q (15145.990000 sec): 3 clusters
  Score: Raw -79246.218938 + Penalty 2131.414286 = -77114.804652
  nChanged 2
		SP:Iteration 30Q (15145.990000 sec): 3 clusters
  Score: Raw -79249.170270 + Penalty 2131.414286 = -77117.755984
  nChanged 4
		SP:Iteration 31Q (15145.990000 sec): 3 clusters
  Score: Raw -79251.922698 + Penalty 2131.414286 = -77120.508412
  nChanged 1
		SP:Iteration 32Q (15145.990000 sec): 3 clusters
  Score: Raw -79253.105071 + Penalty 2131.414286 = -77121.690786
  nChanged 0
		SP:Iteration 33F (15145.990000 sec): 3 clusters
  Score: Raw -79254.777635 + Penalty 2131.414286 = -77123.363349
  nChanged 1
		SP:Iteration 34Q (15145.990000 sec): 3 clusters
  Score: Raw -79286.861566 + Penalty 2131.414286 = -77155.447280
  nChanged 5
		SP:Iteration 35Q (15145.990000 sec): 3 clusters
  Score: Raw -79298.970370 + Penalty 2131.414286 = -77167.556084
  nChanged 4
		SP:Iteration 36Q (15145.990000 sec): 3 clusters
  Score: Raw -79307.899922 + Penalty 2131.414286 = -77176.485636
  nChanged 4
		SP:Iteration 37Q (15146.000000 sec): 3 clusters
  Score: Raw -79314.139157 + Penalty 2131.414286 = -77182.724871
  nChanged 3
		SP:Iteration 38Q (15146.000000 sec): 3 clusters
  Score: Raw -79318.066780 + Penalty 2131.414286 = -77186.652494
  nChanged 0
		SP:Iteration 39F (15146.000000 sec): 3 clusters
  Score: Raw -79318.066780 + Penalty 2131.414286 = -77186.652494
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (1217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15146.010000 sec): 2 clusters
  Score: Raw -123198.203992 + Penalty 1154.423415 = -122043.780577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15146.010000 sec): 3 clusters
  Score: Raw -122799.101473 + Penalty 2308.846830 = -120490.254643
  nChanged 387
		SP:Iteration 1F (15146.010000 sec): 3 clusters
  Score: Raw -123145.218974 + Penalty 2308.846830 = -120836.372144
  nChanged 116
		SP:Iteration 2F (15146.020000 sec): 3 clusters
  Score: Raw -123291.907301 + Penalty 2308.846830 = -120983.060471
  nChanged 64
		SP:Iteration 3F (15146.020000 sec): 3 clusters
  Score: Raw -123382.322544 + Penalty 2308.846830 = -121073.475714
  nChanged 57
		SP:Iteration 4Q (15146.020000 sec): 3 clusters
  Score: Raw -123472.605167 + Penalty 2308.846830 = -121163.758336
  nChanged 52
		SP:Iteration 5Q (15146.030000 sec): 3 clusters
  Score: Raw -123537.988126 + Penalty 2308.846830 = -121229.141296
  nChanged 36
		SP:Iteration 6Q (15146.030000 sec): 3 clusters
  Score: Raw -123572.250601 + Penalty 2308.846830 = -121263.403771
  nChanged 16
		SP:Iteration 7Q (15146.030000 sec): 3 clusters
  Score: Raw -123590.030648 + Penalty 2308.846830 = -121281.183818
  nChanged 9
		SP:Iteration 8Q (15146.030000 sec): 3 clusters
  Score: Raw -123599.031548 + Penalty 2308.846830 = -121290.184718
  nChanged 11
		SP:Iteration 9Q (15146.040000 sec): 3 clusters
  Score: Raw -123612.765475 + Penalty 2308.846830 = -121303.918645
  nChanged 15
		SP:Iteration 10Q (15146.040000 sec): 3 clusters
  Score: Raw -123627.029375 + Penalty 2308.846830 = -121318.182545
  nChanged 13
		SP:Iteration 11Q (15146.040000 sec): 3 clusters
  Score: Raw -123646.669721 + Penalty 2308.846830 = -121337.822890
  nChanged 14
		SP:Iteration 12Q (15146.050000 sec): 3 clusters
  Score: Raw -123659.323578 + Penalty 2308.846830 = -121350.476747
  nChanged 9
		SP:Iteration 13Q (15146.050000 sec): 3 clusters
  Score: Raw -123664.574982 + Penalty 2308.846830 = -121355.728152
  nChanged 8
		SP:Iteration 14Q (15146.050000 sec): 3 clusters
  Score: Raw -123670.275677 + Penalty 2308.846830 = -121361.428847
  nChanged 7
		SP:Iteration 15Q (15146.050000 sec): 3 clusters
  Score: Raw -123675.057331 + Penalty 2308.846830 = -121366.210501
  nChanged 4
		SP:Iteration 16Q (15146.060000 sec): 3 clusters
  Score: Raw -123676.998739 + Penalty 2308.846830 = -121368.151909
  nChanged 4
		SP:Iteration 17Q (15146.060000 sec): 3 clusters
  Score: Raw -123679.391868 + Penalty 2308.846830 = -121370.545038
  nChanged 5
		SP:Iteration 18Q (15146.060000 sec): 3 clusters
  Score: Raw -123682.970155 + Penalty 2308.846830 = -121374.123325
  nChanged 4
		SP:Iteration 19Q (15146.070000 sec): 3 clusters
  Score: Raw -123686.602202 + Penalty 2308.846830 = -121377.755372
  nChanged 3
		SP:Iteration 20F (15146.070000 sec): 3 clusters
  Score: Raw -123688.470321 + Penalty 2308.846830 = -121379.623491
  nChanged 2
		SP:Iteration 21Q (15146.070000 sec): 3 clusters
  Score: Raw -123690.076315 + Penalty 2308.846830 = -121381.229485
  nChanged 2
		SP:Iteration 22Q (15146.070000 sec): 3 clusters
  Score: Raw -123691.682611 + Penalty 2308.846830 = -121382.835780
  nChanged 6
		SP:Iteration 23Q (15146.080000 sec): 3 clusters
  Score: Raw -123696.737872 + Penalty 2308.846830 = -121387.891042
  nChanged 8
		SP:Iteration 24Q (15146.080000 sec): 3 clusters
  Score: Raw -123704.764145 + Penalty 2308.846830 = -121395.917314
  nChanged 10
		SP:Iteration 25Q (15146.080000 sec): 3 clusters
  Score: Raw -123715.086449 + Penalty 2308.846830 = -121406.239619
  nChanged 12
		SP:Iteration 26Q (15146.090000 sec): 3 clusters
  Score: Raw -123724.914742 + Penalty 2308.846830 = -121416.067912
  nChanged 12
		SP:Iteration 27Q (15146.090000 sec): 3 clusters
  Score: Raw -123737.048702 + Penalty 2308.846830 = -121428.201872
  nChanged 14
		SP:Iteration 28Q (15146.090000 sec): 3 clusters
  Score: Raw -123745.590337 + Penalty 2308.846830 = -121436.743507
  nChanged 6
		SP:Iteration 29Q (15146.090000 sec): 3 clusters
  Score: Raw -123748.776560 + Penalty 2308.846830 = -121439.929730
  nChanged 4
		SP:Iteration 30Q (15146.100000 sec): 3 clusters
  Score: Raw -123751.849192 + Penalty 2308.846830 = -121443.002362
  nChanged 7
		SP:Iteration 31Q (15146.100000 sec): 3 clusters
  Score: Raw -123757.720595 + Penalty 2308.846830 = -121448.873765
  nChanged 7
		SP:Iteration 32Q (15146.100000 sec): 3 clusters
  Score: Raw -123764.661363 + Penalty 2308.846830 = -121455.814532
  nChanged 7
		SP:Iteration 33Q (15146.110000 sec): 3 clusters
  Score: Raw -123772.399366 + Penalty 2308.846830 = -121463.552536
  nChanged 7
		SP:Iteration 34Q (15146.110000 sec): 3 clusters
  Score: Raw -123781.693621 + Penalty 2308.846830 = -121472.846791
  nChanged 11
		SP:Iteration 35Q (15146.110000 sec): 3 clusters
  Score: Raw -123793.236326 + Penalty 2308.846830 = -121484.389496
  nChanged 11
		SP:Iteration 36Q (15146.110000 sec): 3 clusters
  Score: Raw -123804.659439 + Penalty 2308.846830 = -121495.812609
  nChanged 9
		SP:Iteration 37Q (15146.120000 sec): 3 clusters
  Score: Raw -123814.529596 + Penalty 2308.846830 = -121505.682766
  nChanged 10
		SP:Iteration 38Q (15146.120000 sec): 3 clusters
  Score: Raw -123824.707614 + Penalty 2308.846830 = -121515.860784
  nChanged 10
		SP:Iteration 39Q (15146.120000 sec): 3 clusters
  Score: Raw -123834.084894 + Penalty 2308.846830 = -121525.238064
  nChanged 4
		SP:Iteration 40F (15146.130000 sec): 3 clusters
  Score: Raw -123837.163264 + Penalty 2308.846830 = -121528.316434
  nChanged 5
		SP:Iteration 41Q (15146.130000 sec): 3 clusters
  Score: Raw -123841.591044 + Penalty 2308.846830 = -121532.744214
  nChanged 4
		SP:Iteration 42Q (15146.130000 sec): 3 clusters
  Score: Raw -123844.173270 + Penalty 2308.846830 = -121535.326440
  nChanged 3
		SP:Iteration 43Q (15146.130000 sec): 3 clusters
  Score: Raw -123846.717324 + Penalty 2308.846830 = -121537.870494
  nChanged 0
		SP:Iteration 44F (15146.140000 sec): 3 clusters
  Score: Raw -123846.717324 + Penalty 2308.846830 = -121537.870494
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15146.150000 sec): 2 clusters
  Score: Raw -475729.009868 + Penalty 1361.898716 = -474367.111152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15146.160000 sec): 3 clusters
  Score: Raw -473500.952062 + Penalty 2723.797431 = -470777.154631
  nChanged 1753
		SP:Iteration 1F (15146.170000 sec): 3 clusters
  Score: Raw -474528.364835 + Penalty 2723.797431 = -471804.567404
  nChanged 336
		SP:Iteration 2F (15146.190000 sec): 3 clusters
  Score: Raw -474737.607428 + Penalty 2723.797431 = -472013.809997
  nChanged 251
		SP:Iteration 3F (15146.200000 sec): 3 clusters
  Score: Raw -474897.553271 + Penalty 2723.797431 = -472173.755840
  nChanged 227
		SP:Iteration 4F (15146.210000 sec): 3 clusters
  Score: Raw -475038.754235 + Penalty 2723.797431 = -472314.956804
  nChanged 189
		SP:Iteration 5Q (15146.220000 sec): 3 clusters
  Score: Raw -475152.952641 + Penalty 2723.797431 = -472429.155210
  nChanged 166
		SP:Iteration 6Q (15146.230000 sec): 3 clusters
  Score: Raw -475238.939021 + Penalty 2723.797431 = -472515.141590
  nChanged 129
		SP:Iteration 7Q (15146.240000 sec): 3 clusters
  Score: Raw -475296.140823 + Penalty 2723.797431 = -472572.343392
  nChanged 99
		SP:Iteration 8Q (15146.250000 sec): 3 clusters
  Score: Raw -475339.969020 + Penalty 2723.797431 = -472616.171588
  nChanged 94
		SP:Iteration 9Q (15146.260000 sec): 3 clusters
  Score: Raw -475374.569863 + Penalty 2723.797431 = -472650.772432
  nChanged 76
		SP:Iteration 10Q (15146.270000 sec): 3 clusters
  Score: Raw -475411.319239 + Penalty 2723.797431 = -472687.521808
  nChanged 89
		SP:Iteration 11Q (15146.280000 sec): 3 clusters
  Score: Raw -475449.809036 + Penalty 2723.797431 = -472726.011605
  nChanged 77
		SP:Iteration 12Q (15146.290000 sec): 3 clusters
  Score: Raw -475480.000419 + Penalty 2723.797431 = -472756.202987
  nChanged 69
		SP:Iteration 13Q (15146.300000 sec): 3 clusters
  Score: Raw -475512.674414 + Penalty 2723.797431 = -472788.876983
  nChanged 82
		SP:Iteration 14Q (15146.310000 sec): 3 clusters
  Score: Raw -475549.065981 + Penalty 2723.797431 = -472825.268550
  nChanged 72
		SP:Iteration 15Q (15146.330000 sec): 3 clusters
  Score: Raw -475581.026044 + Penalty 2723.797431 = -472857.228613
  nChanged 65
		SP:Iteration 16Q (15146.330000 sec): 3 clusters
  Score: Raw -475608.907743 + Penalty 2723.797431 = -472885.110312
  nChanged 60
		SP:Iteration 17Q (15146.350000 sec): 3 clusters
  Score: Raw -475636.445083 + Penalty 2723.797431 = -472912.647652
  nChanged 53
		SP:Iteration 18Q (15146.360000 sec): 3 clusters
  Score: Raw -475655.599676 + Penalty 2723.797431 = -472931.802245
  nChanged 47
		SP:Iteration 19Q (15146.370000 sec): 3 clusters
  Score: Raw -475674.146082 + Penalty 2723.797431 = -472950.348651
  nChanged 45
		SP:Iteration 20F (15146.380000 sec): 3 clusters
  Score: Raw -475694.384697 + Penalty 2723.797431 = -472970.587265
  nChanged 47
		SP:Iteration 21Q (15146.390000 sec): 3 clusters
  Score: Raw -475712.146888 + Penalty 2723.797431 = -472988.349456
  nChanged 40
		SP:Iteration 22Q (15146.400000 sec): 3 clusters
  Score: Raw -475723.048694 + Penalty 2723.797431 = -472999.251263
  nChanged 27
		SP:Iteration 23Q (15146.410000 sec): 3 clusters
  Score: Raw -475732.193179 + Penalty 2723.797431 = -473008.395747
  nChanged 31
		SP:Iteration 24Q (15146.420000 sec): 3 clusters
  Score: Raw -475742.979299 + Penalty 2723.797431 = -473019.181868
  nChanged 30
		SP:Iteration 25Q (15146.430000 sec): 3 clusters
  Score: Raw -475752.076245 + Penalty 2723.797431 = -473028.278814
  nChanged 35
		SP:Iteration 26Q (15146.440000 sec): 3 clusters
  Score: Raw -475763.206016 + Penalty 2723.797431 = -473039.408585
  nChanged 32
		SP:Iteration 27Q (15146.450000 sec): 3 clusters
  Score: Raw -475773.285041 + Penalty 2723.797431 = -473049.487609
  nChanged 33
		SP:Iteration 28Q (15146.460000 sec): 3 clusters
  Score: Raw -475783.429320 + Penalty 2723.797431 = -473059.631888
  nChanged 25
		SP:Iteration 29Q (15146.470000 sec): 3 clusters
  Score: Raw -475791.907815 + Penalty 2723.797431 = -473068.110383
  nChanged 33
		SP:Iteration 30Q (15146.480000 sec): 3 clusters
  Score: Raw -475803.048384 + Penalty 2723.797431 = -473079.250952
  nChanged 27
		SP:Iteration 31Q (15146.490000 sec): 3 clusters
  Score: Raw -475809.530427 + Penalty 2723.797431 = -473085.732995
  nChanged 20
		SP:Iteration 32Q (15146.510000 sec): 3 clusters
  Score: Raw -475815.866608 + Penalty 2723.797431 = -473092.069177
  nChanged 25
		SP:Iteration 33Q (15146.510000 sec): 3 clusters
  Score: Raw -475823.666683 + Penalty 2723.797431 = -473099.869252
  nChanged 22
		SP:Iteration 34Q (15146.530000 sec): 3 clusters
  Score: Raw -475829.580484 + Penalty 2723.797431 = -473105.783053
  nChanged 18
		SP:Iteration 35Q (15146.530000 sec): 3 clusters
  Score: Raw -475834.385259 + Penalty 2723.797431 = -473110.587828
  nChanged 14
		SP:Iteration 36Q (15146.550000 sec): 3 clusters
  Score: Raw -475837.631633 + Penalty 2723.797431 = -473113.834202
  nChanged 12
		SP:Iteration 37Q (15146.560000 sec): 3 clusters
  Score: Raw -475840.205131 + Penalty 2723.797431 = -473116.407700
  nChanged 6
		SP:Iteration 38Q (15146.570000 sec): 3 clusters
  Score: Raw -475841.583487 + Penalty 2723.797431 = -473117.786055
  nChanged 4
		SP:Iteration 39Q (15146.580000 sec): 3 clusters
  Score: Raw -475842.653883 + Penalty 2723.797431 = -473118.856452
  nChanged 3
		SP:Iteration 40F (15146.590000 sec): 3 clusters
  Score: Raw -475843.285461 + Penalty 2723.797431 = -473119.488030
  nChanged 3
		SP:Iteration 41Q (15146.600000 sec): 3 clusters
  Score: Raw -475843.669813 + Penalty 2723.797431 = -473119.872382
  nChanged 2
		SP:Iteration 42Q (15146.610000 sec): 3 clusters
  Score: Raw -475844.015062 + Penalty 2723.797431 = -473120.217631
  nChanged 4
		SP:Iteration 43Q (15146.620000 sec): 3 clusters
  Score: Raw -475844.702748 + Penalty 2723.797431 = -473120.905317
  nChanged 4
		SP:Iteration 44Q (15146.630000 sec): 3 clusters
  Score: Raw -475845.324963 + Penalty 2723.797431 = -473121.527532
  nChanged 2
		SP:Iteration 45Q (15146.640000 sec): 3 clusters
  Score: Raw -475845.905075 + Penalty 2723.797431 = -473122.107644
  nChanged 2
		SP:Iteration 46Q (15146.650000 sec): 3 clusters
  Score: Raw -475846.205899 + Penalty 2723.797431 = -473122.408468
  nChanged 2
		SP:Iteration 47Q (15146.660000 sec): 3 clusters
  Score: Raw -475846.562981 + Penalty 2723.797431 = -473122.765549
  nChanged 4
		SP:Iteration 48Q (15146.670000 sec): 3 clusters
  Score: Raw -475847.297972 + Penalty 2723.797431 = -473123.500541
  nChanged 4
		SP:Iteration 49Q (15146.680000 sec): 3 clusters
  Score: Raw -475848.395432 + Penalty 2723.797431 = -473124.598000
  nChanged 6
		SP:Iteration 50Q (15146.690000 sec): 3 clusters
  Score: Raw -475849.887803 + Penalty 2723.797431 = -473126.090372
  nChanged 4
		SP:Iteration 51Q (15146.700000 sec): 3 clusters
  Score: Raw -475850.441421 + Penalty 2723.797431 = -473126.643990
  nChanged 1
		SP:Iteration 52Q (15146.710000 sec): 3 clusters
  Score: Raw -475850.528180 + Penalty 2723.797431 = -473126.730749
  nChanged 1
		SP:Iteration 53Q (15146.730000 sec): 3 clusters
  Score: Raw -475850.693319 + Penalty 2723.797431 = -473126.895888
  nChanged 0
		SP:Iteration 54F (15146.730000 sec): 3 clusters
  Score: Raw -475850.693319 + Penalty 2723.797431 = -473126.895888
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15146.740000 sec): 2 clusters
  Score: Raw -73847.773698 + Penalty 1069.579085 = -72778.194613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15146.750000 sec): 3 clusters
  Score: Raw -73680.880971 + Penalty 2139.158170 = -71541.722801
  nChanged 198
		SP:Iteration 1F (15146.750000 sec): 3 clusters
  Score: Raw -73914.716106 + Penalty 2139.158170 = -71775.557935
  nChanged 70
		SP:Iteration 2F (15146.750000 sec): 3 clusters
  Score: Raw -74025.832877 + Penalty 2139.158170 = -71886.674707
  nChanged 35
		SP:Iteration 3Q (15146.750000 sec): 3 clusters
  Score: Raw -74097.451286 + Penalty 2139.158170 = -71958.293116
  nChanged 29
		SP:Iteration 4Q (15146.750000 sec): 3 clusters
  Score: Raw -74132.538629 + Penalty 2139.158170 = -71993.380459
  nChanged 17
		SP:Iteration 5Q (15146.750000 sec): 3 clusters
  Score: Raw -74158.268084 + Penalty 2139.158170 = -72019.109914
  nChanged 14
		SP:Iteration 6Q (15146.750000 sec): 3 clusters
  Score: Raw -74179.599194 + Penalty 2139.158170 = -72040.441024
  nChanged 13
		SP:Iteration 7Q (15146.760000 sec): 3 clusters
  Score: Raw -74200.165421 + Penalty 2139.158170 = -72061.007251
  nChanged 13
		SP:Iteration 8Q (15146.760000 sec): 3 clusters
  Score: Raw -74224.868154 + Penalty 2139.158170 = -72085.709984
  nChanged 14
		SP:Iteration 9Q (15146.760000 sec): 3 clusters
  Score: Raw -74245.427661 + Penalty 2139.158170 = -72106.269491
  nChanged 6
		SP:Iteration 10Q (15146.760000 sec): 3 clusters
  Score: Raw -74256.508316 + Penalty 2139.158170 = -72117.350146
  nChanged 4
		SP:Iteration 11Q (15146.760000 sec): 3 clusters
  Score: Raw -74261.129222 + Penalty 2139.158170 = -72121.971052
  nChanged 1
		SP:Iteration 12Q (15146.770000 sec): 3 clusters
  Score: Raw -74262.709904 + Penalty 2139.158170 = -72123.551733
  nChanged 1
		SP:Iteration 13Q (15146.770000 sec): 3 clusters
  Score: Raw -74264.223237 + Penalty 2139.158170 = -72125.065067
  nChanged 0
		SP:Iteration 14F (15146.770000 sec): 3 clusters
  Score: Raw -74264.223237 + Penalty 2139.158170 = -72125.065067
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15146.850000 sec): 2 clusters
  Score: Raw -2926858.811491 + Penalty 1645.440997 = -2925213.370494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15146.910000 sec): 3 clusters
  Score: Raw -2911592.672743 + Penalty 3290.881994 = -2908301.790749
  nChanged 11392
		SP:Iteration 1F (15146.970000 sec): 3 clusters
  Score: Raw -2918005.004278 + Penalty 3290.881994 = -2914714.122284
  nChanged 1339
		SP:Iteration 2F (15147.040000 sec): 3 clusters
  Score: Raw -2918570.065556 + Penalty 3290.881994 = -2915279.183562
  nChanged 1405
		SP:Iteration 3F (15147.100000 sec): 3 clusters
  Score: Raw -2919249.262834 + Penalty 3290.881994 = -2915958.380840
  nChanged 1531
		SP:Iteration 4F (15147.170000 sec): 3 clusters
  Score: Raw -2920124.641159 + Penalty 3290.881994 = -2916833.759165
  nChanged 1712
		SP:Iteration 5F (15147.230000 sec): 3 clusters
  Score: Raw -2921252.587098 + Penalty 3290.881994 = -2917961.705104
  nChanged 1823
		SP:Iteration 6F (15147.290000 sec): 3 clusters
  Score: Raw -2922585.170832 + Penalty 3290.881994 = -2919294.288838
  nChanged 1709
		SP:Iteration 7F (15147.360000 sec): 3 clusters
  Score: Raw -2923879.089475 + Penalty 3290.881994 = -2920588.207481
  nChanged 1363
		SP:Iteration 8F (15147.420000 sec): 3 clusters
  Score: Raw -2924887.315830 + Penalty 3290.881994 = -2921596.433836
  nChanged 1001
		SP:Iteration 9Q (15147.490000 sec): 3 clusters
  Score: Raw -2925568.321319 + Penalty 3290.881994 = -2922277.439325
  nChanged 758
		SP:Iteration 10Q (15147.550000 sec): 3 clusters
  Score: Raw -2926056.761968 + Penalty 3290.881994 = -2922765.879973
  nChanged 530
		SP:Iteration 11Q (15147.610000 sec): 3 clusters
  Score: Raw -2926374.298886 + Penalty 3290.881994 = -2923083.416892
  nChanged 393
		SP:Iteration 12Q (15147.680000 sec): 3 clusters
  Score: Raw -2926623.088229 + Penalty 3290.881994 = -2923332.206235
  nChanged 249
		SP:Iteration 13Q (15147.740000 sec): 3 clusters
  Score: Raw -2926782.368812 + Penalty 3290.881994 = -2923491.486818
  nChanged 181
		SP:Iteration 14Q (15147.800000 sec): 3 clusters
  Score: Raw -2926894.414803 + Penalty 3290.881994 = -2923603.532809
  nChanged 121
		SP:Iteration 15Q (15147.860000 sec): 3 clusters
  Score: Raw -2926962.564490 + Penalty 3290.881994 = -2923671.682496
  nChanged 84
		SP:Iteration 16Q (15147.910000 sec): 3 clusters
  Score: Raw -2927007.684238 + Penalty 3290.881994 = -2923716.802244
  nChanged 57
		SP:Iteration 17Q (15147.970000 sec): 3 clusters
  Score: Raw -2927033.494156 + Penalty 3290.881994 = -2923742.612162
  nChanged 39
		SP:Iteration 18Q (15148.020000 sec): 3 clusters
  Score: Raw -2927050.062859 + Penalty 3290.881994 = -2923759.180865
  nChanged 25
		SP:Iteration 19Q (15148.070000 sec): 3 clusters
  Score: Raw -2927060.637508 + Penalty 3290.881994 = -2923769.755514
  nChanged 20
		SP:Iteration 20F (15148.130000 sec): 3 clusters
  Score: Raw -2927070.959643 + Penalty 3290.881994 = -2923780.077649
  nChanged 16
		SP:Iteration 21Q (15148.190000 sec): 3 clusters
  Score: Raw -2927080.450790 + Penalty 3290.881994 = -2923789.568796
  nChanged 12
		SP:Iteration 22Q (15148.240000 sec): 3 clusters
  Score: Raw -2927086.464028 + Penalty 3290.881994 = -2923795.582034
  nChanged 12
		SP:Iteration 23Q (15148.290000 sec): 3 clusters
  Score: Raw -2927092.387482 + Penalty 3290.881994 = -2923801.505488
  nChanged 11
		SP:Iteration 24Q (15148.340000 sec): 3 clusters
  Score: Raw -2927097.721045 + Penalty 3290.881994 = -2923806.839051
  nChanged 11
		SP:Iteration 25Q (15148.390000 sec): 3 clusters
  Score: Raw -2927103.586621 + Penalty 3290.881994 = -2923812.704627
  nChanged 11
		SP:Iteration 26Q (15148.440000 sec): 3 clusters
  Score: Raw -2927109.088201 + Penalty 3290.881994 = -2923818.206207
  nChanged 8
		SP:Iteration 27Q (15148.490000 sec): 3 clusters
  Score: Raw -2927112.023519 + Penalty 3290.881994 = -2923821.141525
  nChanged 3
		SP:Iteration 28Q (15148.540000 sec): 3 clusters
  Score: Raw -2927114.326609 + Penalty 3290.881994 = -2923823.444615
  nChanged 6
		SP:Iteration 29Q (15148.590000 sec): 3 clusters
  Score: Raw -2927116.984159 + Penalty 3290.881994 = -2923826.102164
  nChanged 4
		SP:Iteration 30Q (15148.640000 sec): 3 clusters
  Score: Raw -2927119.226057 + Penalty 3290.881994 = -2923828.344063
  nChanged 3
		SP:Iteration 31Q (15148.690000 sec): 3 clusters
  Score: Raw -2927120.746521 + Penalty 3290.881994 = -2923829.864527
  nChanged 3
		SP:Iteration 32Q (15148.750000 sec): 3 clusters
  Score: Raw -2927122.146853 + Penalty 3290.881994 = -2923831.264859
  nChanged 1
		SP:Iteration 33Q (15148.790000 sec): 3 clusters
  Score: Raw -2927122.673458 + Penalty 3290.881994 = -2923831.791464
  nChanged 2
		SP:Iteration 34Q (15148.850000 sec): 3 clusters
  Score: Raw -2927123.937234 + Penalty 3290.881994 = -2923833.055240
  nChanged 3
		SP:Iteration 35Q (15148.890000 sec): 3 clusters
  Score: Raw -2927125.367182 + Penalty 3290.881994 = -2923834.485188
  nChanged 2
		SP:Iteration 36Q (15148.950000 sec): 3 clusters
  Score: Raw -2927126.127746 + Penalty 3290.881994 = -2923835.245752
  nChanged 3
		SP:Iteration 37Q (15148.990000 sec): 3 clusters
  Score: Raw -2927127.390607 + Penalty 3290.881994 = -2923836.508613
  nChanged 0
		SP:Iteration 38F (15149.060000 sec): 3 clusters
  Score: Raw -2927127.390607 + Penalty 3290.881994 = -2923836.508613
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15149.090000 sec): 2 clusters
  Score: Raw -918175.891904 + Penalty 1456.180291 = -916719.711612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15149.110000 sec): 3 clusters
  Score: Raw -913897.949865 + Penalty 2912.360583 = -910985.589282
  nChanged 3317
		SP:Iteration 1F (15149.130000 sec): 3 clusters
  Score: Raw -915690.889391 + Penalty 2912.360583 = -912778.528808
  nChanged 525
		SP:Iteration 2F (15149.150000 sec): 3 clusters
  Score: Raw -915941.112339 + Penalty 2912.360583 = -913028.751756
  nChanged 460
		SP:Iteration 3F (15149.170000 sec): 3 clusters
  Score: Raw -916177.061371 + Penalty 2912.360583 = -913264.700789
  nChanged 431
		SP:Iteration 4F (15149.190000 sec): 3 clusters
  Score: Raw -916412.737404 + Penalty 2912.360583 = -913500.376821
  nChanged 394
		SP:Iteration 5F (15149.210000 sec): 3 clusters
  Score: Raw -916638.606176 + Penalty 2912.360583 = -913726.245593
  nChanged 386
		SP:Iteration 6Q (15149.230000 sec): 3 clusters
  Score: Raw -916846.057497 + Penalty 2912.360583 = -913933.696914
  nChanged 321
		SP:Iteration 7Q (15149.250000 sec): 3 clusters
  Score: Raw -917013.918578 + Penalty 2912.360583 = -914101.557995
  nChanged 294
		SP:Iteration 8Q (15149.270000 sec): 3 clusters
  Score: Raw -917156.671429 + Penalty 2912.360583 = -914244.310847
  nChanged 252
		SP:Iteration 9Q (15149.290000 sec): 3 clusters
  Score: Raw -917262.309903 + Penalty 2912.360583 = -914349.949320
  nChanged 212
		SP:Iteration 10Q (15149.310000 sec): 3 clusters
  Score: Raw -917347.496720 + Penalty 2912.360583 = -914435.136137
  nChanged 189
		SP:Iteration 11Q (15149.330000 sec): 3 clusters
  Score: Raw -917421.930250 + Penalty 2912.360583 = -914509.569667
  nChanged 168
		SP:Iteration 12Q (15149.340000 sec): 3 clusters
  Score: Raw -917480.804010 + Penalty 2912.360583 = -914568.443427
  nChanged 137
		SP:Iteration 13Q (15149.360000 sec): 3 clusters
  Score: Raw -917521.914167 + Penalty 2912.360583 = -914609.553584
  nChanged 114
		SP:Iteration 14Q (15149.380000 sec): 3 clusters
  Score: Raw -917557.099782 + Penalty 2912.360583 = -914644.739199
  nChanged 100
		SP:Iteration 15Q (15149.400000 sec): 3 clusters
  Score: Raw -917589.569164 + Penalty 2912.360583 = -914677.208581
  nChanged 88
		SP:Iteration 16Q (15149.420000 sec): 3 clusters
  Score: Raw -917611.177070 + Penalty 2912.360583 = -914698.816488
  nChanged 61
		SP:Iteration 17Q (15149.440000 sec): 3 clusters
  Score: Raw -917628.274247 + Penalty 2912.360583 = -914715.913664
  nChanged 43
		SP:Iteration 18Q (15149.460000 sec): 3 clusters
  Score: Raw -917637.760728 + Penalty 2912.360583 = -914725.400145
  nChanged 31
		SP:Iteration 19Q (15149.480000 sec): 3 clusters
  Score: Raw -917644.933203 + Penalty 2912.360583 = -914732.572620
  nChanged 29
		SP:Iteration 20F (15149.500000 sec): 3 clusters
  Score: Raw -917651.442731 + Penalty 2912.360583 = -914739.082148
  nChanged 30
		SP:Iteration 21Q (15149.520000 sec): 3 clusters
  Score: Raw -917658.572747 + Penalty 2912.360583 = -914746.212164
  nChanged 23
		SP:Iteration 22Q (15149.540000 sec): 3 clusters
  Score: Raw -917662.889555 + Penalty 2912.360583 = -914750.528973
  nChanged 19
		SP:Iteration 23Q (15149.550000 sec): 3 clusters
  Score: Raw -917666.335889 + Penalty 2912.360583 = -914753.975306
  nChanged 15
		SP:Iteration 24Q (15149.570000 sec): 3 clusters
  Score: Raw -917668.826761 + Penalty 2912.360583 = -914756.466178
  nChanged 16
		SP:Iteration 25Q (15149.590000 sec): 3 clusters
  Score: Raw -917671.684672 + Penalty 2912.360583 = -914759.324089
  nChanged 16
		SP:Iteration 26Q (15149.610000 sec): 3 clusters
  Score: Raw -917673.904316 + Penalty 2912.360583 = -914761.543734
  nChanged 15
		SP:Iteration 27Q (15149.630000 sec): 3 clusters
  Score: Raw -917675.914931 + Penalty 2912.360583 = -914763.554348
  nChanged 12
		SP:Iteration 28Q (15149.650000 sec): 3 clusters
  Score: Raw -917677.616475 + Penalty 2912.360583 = -914765.255892
  nChanged 12
		SP:Iteration 29Q (15149.670000 sec): 3 clusters
  Score: Raw -917679.974680 + Penalty 2912.360583 = -914767.614097
  nChanged 21
		SP:Iteration 30Q (15149.690000 sec): 3 clusters
  Score: Raw -917684.577404 + Penalty 2912.360583 = -914772.216821
  nChanged 24
		SP:Iteration 31Q (15149.710000 sec): 3 clusters
  Score: Raw -917690.360504 + Penalty 2912.360583 = -914777.999921
  nChanged 31
		SP:Iteration 32Q (15149.730000 sec): 3 clusters
  Score: Raw -917697.748072 + Penalty 2912.360583 = -914785.387490
  nChanged 32
		SP:Iteration 33Q (15149.750000 sec): 3 clusters
  Score: Raw -917705.168997 + Penalty 2912.360583 = -914792.808414
  nChanged 31
		SP:Iteration 34Q (15149.770000 sec): 3 clusters
  Score: Raw -917710.995875 + Penalty 2912.360583 = -914798.635292
  nChanged 23
		SP:Iteration 35Q (15149.790000 sec): 3 clusters
  Score: Raw -917715.599756 + Penalty 2912.360583 = -914803.239173
  nChanged 20
		SP:Iteration 36Q (15149.810000 sec): 3 clusters
  Score: Raw -917720.387230 + Penalty 2912.360583 = -914808.026647
  nChanged 27
		SP:Iteration 37Q (15149.830000 sec): 3 clusters
  Score: Raw -917726.726443 + Penalty 2912.360583 = -914814.365860
  nChanged 30
		SP:Iteration 38Q (15149.840000 sec): 3 clusters
  Score: Raw -917732.603270 + Penalty 2912.360583 = -914820.242687
  nChanged 22
		SP:Iteration 39Q (15149.860000 sec): 3 clusters
  Score: Raw -917736.136685 + Penalty 2912.360583 = -914823.776102
  nChanged 18
		SP:Iteration 40F (15149.880000 sec): 3 clusters
  Score: Raw -917739.276321 + Penalty 2912.360583 = -914826.915738
  nChanged 19
		SP:Iteration 41Q (15149.900000 sec): 3 clusters
  Score: Raw -917742.548815 + Penalty 2912.360583 = -914830.188232
  nChanged 17
		SP:Iteration 42Q (15149.920000 sec): 3 clusters
  Score: Raw -917744.913455 + Penalty 2912.360583 = -914832.552872
  nChanged 17
		SP:Iteration 43Q (15149.940000 sec): 3 clusters
  Score: Raw -917748.265353 + Penalty 2912.360583 = -914835.904770
  nChanged 16
		SP:Iteration 44Q (15149.960000 sec): 3 clusters
  Score: Raw -917751.284547 + Penalty 2912.360583 = -914838.923964
  nChanged 16
		SP:Iteration 45Q (15149.980000 sec): 3 clusters
  Score: Raw -917754.338794 + Penalty 2912.360583 = -914841.978211
  nChanged 15
		SP:Iteration 46Q (15150.000000 sec): 3 clusters
  Score: Raw -917757.137348 + Penalty 2912.360583 = -914844.776765
  nChanged 16
		SP:Iteration 47Q (15150.020000 sec): 3 clusters
  Score: Raw -917760.525808 + Penalty 2912.360583 = -914848.165225
  nChanged 15
		SP:Iteration 48Q (15150.040000 sec): 3 clusters
  Score: Raw -917763.298720 + Penalty 2912.360583 = -914850.938137
  nChanged 14
		SP:Iteration 49Q (15150.050000 sec): 3 clusters
  Score: Raw -917765.511933 + Penalty 2912.360583 = -914853.151350
  nChanged 9
		SP:Iteration 50Q (15150.070000 sec): 3 clusters
  Score: Raw -917767.190159 + Penalty 2912.360583 = -914854.829576
  nChanged 10
		SP:Iteration 51Q (15150.090000 sec): 3 clusters
  Score: Raw -917769.572500 + Penalty 2912.360583 = -914857.211917
  nChanged 12
		SP:Iteration 52Q (15150.110000 sec): 3 clusters
  Score: Raw -917772.198230 + Penalty 2912.360583 = -914859.837647
  nChanged 20
		SP:Iteration 53Q (15150.130000 sec): 3 clusters
  Score: Raw -917778.816387 + Penalty 2912.360583 = -914866.455804
  nChanged 29
		SP:Iteration 54Q (15150.150000 sec): 3 clusters
  Score: Raw -917788.305993 + Penalty 2912.360583 = -914875.945411
  nChanged 41
		SP:Iteration 55Q (15150.170000 sec): 3 clusters
  Score: Raw -917800.622534 + Penalty 2912.360583 = -914888.261951
  nChanged 35
		SP:Iteration 56Q (15150.190000 sec): 3 clusters
  Score: Raw -917809.420157 + Penalty 2912.360583 = -914897.059574
  nChanged 34
		SP:Iteration 57Q (15150.210000 sec): 3 clusters
  Score: Raw -917820.412785 + Penalty 2912.360583 = -914908.052202
  nChanged 36
		SP:Iteration 58Q (15150.230000 sec): 3 clusters
  Score: Raw -917831.098898 + Penalty 2912.360583 = -914918.738315
  nChanged 46
		SP:Iteration 59Q (15150.250000 sec): 3 clusters
  Score: Raw -917846.020132 + Penalty 2912.360583 = -914933.659549
  nChanged 50
		SP:Iteration 60F (15150.270000 sec): 3 clusters
  Score: Raw -917861.024602 + Penalty 2912.360583 = -914948.664019
  nChanged 44
		SP:Iteration 61Q (15150.290000 sec): 3 clusters
  Score: Raw -917873.528565 + Penalty 2912.360583 = -914961.167982
  nChanged 38
		SP:Iteration 62Q (15150.310000 sec): 3 clusters
  Score: Raw -917884.504717 + Penalty 2912.360583 = -914972.144134
  nChanged 32
		SP:Iteration 63Q (15150.320000 sec): 3 clusters
  Score: Raw -917895.313572 + Penalty 2912.360583 = -914982.952989
  nChanged 39
		SP:Iteration 64Q (15150.340000 sec): 3 clusters
  Score: Raw -917908.723957 + Penalty 2912.360583 = -914996.363374
  nChanged 43
		SP:Iteration 65Q (15150.360000 sec): 3 clusters
  Score: Raw -917924.444453 + Penalty 2912.360583 = -915012.083870
  nChanged 40
		SP:Iteration 66Q (15150.380000 sec): 3 clusters
  Score: Raw -917938.783720 + Penalty 2912.360583 = -915026.423137
  nChanged 33
		SP:Iteration 67Q (15150.400000 sec): 3 clusters
  Score: Raw -917949.614904 + Penalty 2912.360583 = -915037.254321
  nChanged 40
		SP:Iteration 68Q (15150.420000 sec): 3 clusters
  Score: Raw -917964.202656 + Penalty 2912.360583 = -915051.842073
  nChanged 46
		SP:Iteration 69Q (15150.440000 sec): 3 clusters
  Score: Raw -917982.170376 + Penalty 2912.360583 = -915069.809793
  nChanged 55
		SP:Iteration 70Q (15150.460000 sec): 3 clusters
  Score: Raw -918007.234086 + Penalty 2912.360583 = -915094.873503
  nChanged 60
		SP:Iteration 71Q (15150.470000 sec): 3 clusters
  Score: Raw -918034.279478 + Penalty 2912.360583 = -915121.918895
  nChanged 50
		SP:Iteration 72Q (15150.490000 sec): 3 clusters
  Score: Raw -918056.486700 + Penalty 2912.360583 = -915144.126117
  nChanged 48
		SP:Iteration 73Q (15150.510000 sec): 3 clusters
  Score: Raw -918080.660980 + Penalty 2912.360583 = -915168.300397
  nChanged 45
		SP:Iteration 74Q (15150.530000 sec): 3 clusters
  Score: Raw -918106.628978 + Penalty 2912.360583 = -915194.268395
  nChanged 42
		SP:Iteration 75Q (15150.550000 sec): 3 clusters
  Score: Raw -918127.092725 + Penalty 2912.360583 = -915214.732142
  nChanged 43
		SP:Iteration 76Q (15150.570000 sec): 3 clusters
  Score: Raw -918150.075019 + Penalty 2912.360583 = -915237.714436
  nChanged 47
		SP:Iteration 77Q (15150.590000 sec): 3 clusters
  Score: Raw -918176.348174 + Penalty 2912.360583 = -915263.987591
  nChanged 37
		SP:Iteration 78Q (15150.610000 sec): 3 clusters
  Score: Raw -918195.935234 + Penalty 2912.360583 = -915283.574651
  nChanged 29
		SP:Iteration 79Q (15150.620000 sec): 3 clusters
  Score: Raw -918214.722108 + Penalty 2912.360583 = -915302.361526
  nChanged 31
		SP:Iteration 80F (15150.640000 sec): 3 clusters
  Score: Raw -918231.802761 + Penalty 2912.360583 = -915319.442178
  nChanged 26
		SP:Iteration 81Q (15150.660000 sec): 3 clusters
  Score: Raw -918248.118033 + Penalty 2912.360583 = -915335.757450
  nChanged 23
		SP:Iteration 82Q (15150.680000 sec): 3 clusters
  Score: Raw -918265.161770 + Penalty 2912.360583 = -915352.801187
  nChanged 29
		SP:Iteration 83Q (15150.690000 sec): 3 clusters
  Score: Raw -918290.352642 + Penalty 2912.360583 = -915377.992059
  nChanged 24
		SP:Iteration 84Q (15150.710000 sec): 3 clusters
  Score: Raw -918306.879396 + Penalty 2912.360583 = -915394.518813
  nChanged 19
		SP:Iteration 85Q (15150.730000 sec): 3 clusters
  Score: Raw -918318.879238 + Penalty 2912.360583 = -915406.518655
  nChanged 22
		SP:Iteration 86Q (15150.750000 sec): 3 clusters
  Score: Raw -918334.680141 + Penalty 2912.360583 = -915422.319558
  nChanged 12
		SP:Iteration 87Q (15150.760000 sec): 3 clusters
  Score: Raw -918341.243450 + Penalty 2912.360583 = -915428.882867
  nChanged 13
		SP:Iteration 88Q (15150.770000 sec): 3 clusters
  Score: Raw -918350.287510 + Penalty 2912.360583 = -915437.926927
  nChanged 14
		SP:Iteration 89Q (15150.790000 sec): 3 clusters
  Score: Raw -918359.941479 + Penalty 2912.360583 = -915447.580896
  nChanged 18
		SP:Iteration 90Q (15150.810000 sec): 3 clusters
  Score: Raw -918373.557072 + Penalty 2912.360583 = -915461.196489
  nChanged 14
		SP:Iteration 91Q (15150.830000 sec): 3 clusters
  Score: Raw -918383.210707 + Penalty 2912.360583 = -915470.850124
  nChanged 10
		SP:Iteration 92Q (15150.840000 sec): 3 clusters
  Score: Raw -918389.036685 + Penalty 2912.360583 = -915476.676102
  nChanged 8
		SP:Iteration 93Q (15150.860000 sec): 3 clusters
  Score: Raw -918393.812274 + Penalty 2912.360583 = -915481.451691
  nChanged 6
		SP:Iteration 94Q (15150.870000 sec): 3 clusters
  Score: Raw -918396.384289 + Penalty 2912.360583 = -915484.023706
  nChanged 2
		SP:Iteration 95Q (15150.890000 sec): 3 clusters
  Score: Raw -918397.423097 + Penalty 2912.360583 = -915485.062514
  nChanged 1
		SP:Iteration 96Q (15150.910000 sec): 3 clusters
  Score: Raw -918397.780290 + Penalty 2912.360583 = -915485.419707
  nChanged 2
		SP:Iteration 97Q (15150.920000 sec): 3 clusters
  Score: Raw -918399.233397 + Penalty 2912.360583 = -915486.872814
  nChanged 0
		SP:Iteration 98F (15150.940000 sec): 3 clusters
  Score: Raw -918399.233397 + Penalty 2912.360583 = -915486.872814
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15150.960000 sec): 2 clusters
  Score: Raw -458766.526097 + Penalty 1354.000107 = -457412.525989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15150.970000 sec): 3 clusters
  Score: Raw -456673.995057 + Penalty 2708.000214 = -453965.994843
  nChanged 1661
		SP:Iteration 1F (15150.980000 sec): 3 clusters
  Score: Raw -457547.545412 + Penalty 2708.000214 = -454839.545197
  nChanged 316
		SP:Iteration 2F (15150.990000 sec): 3 clusters
  Score: Raw -457710.560120 + Penalty 2708.000214 = -455002.559905
  nChanged 219
		SP:Iteration 3F (15151.000000 sec): 3 clusters
  Score: Raw -457847.547414 + Penalty 2708.000214 = -455139.547200
  nChanged 206
		SP:Iteration 4Q (15151.010000 sec): 3 clusters
  Score: Raw -457977.697619 + Penalty 2708.000214 = -455269.697404
  nChanged 174
		SP:Iteration 5Q (15151.020000 sec): 3 clusters
  Score: Raw -458091.085153 + Penalty 2708.000214 = -455383.084938
  nChanged 179
		SP:Iteration 6Q (15151.030000 sec): 3 clusters
  Score: Raw -458209.693345 + Penalty 2708.000214 = -455501.693131
  nChanged 158
		SP:Iteration 7Q (15151.040000 sec): 3 clusters
  Score: Raw -458333.213309 + Penalty 2708.000214 = -455625.213095
  nChanged 177
		SP:Iteration 8Q (15151.050000 sec): 3 clusters
  Score: Raw -458489.124513 + Penalty 2708.000214 = -455781.124299
  nChanged 171
		SP:Iteration 9Q (15151.060000 sec): 3 clusters
  Score: Raw -458613.041168 + Penalty 2708.000214 = -455905.040953
  nChanged 144
		SP:Iteration 10Q (15151.070000 sec): 3 clusters
  Score: Raw -458695.590379 + Penalty 2708.000214 = -455987.590164
  nChanged 115
		SP:Iteration 11Q (15151.080000 sec): 3 clusters
  Score: Raw -458767.880992 + Penalty 2708.000214 = -456059.880778
  nChanged 126
		SP:Iteration 12Q (15151.090000 sec): 3 clusters
  Score: Raw -458852.959781 + Penalty 2708.000214 = -456144.959567
  nChanged 117
		SP:Iteration 13Q (15151.100000 sec): 3 clusters
  Score: Raw -458921.929928 + Penalty 2708.000214 = -456213.929713
  nChanged 105
		SP:Iteration 14Q (15151.110000 sec): 3 clusters
  Score: Raw -458996.234307 + Penalty 2708.000214 = -456288.234092
  nChanged 107
		SP:Iteration 15Q (15151.120000 sec): 3 clusters
  Score: Raw -459072.134456 + Penalty 2708.000214 = -456364.134241
  nChanged 105
		SP:Iteration 16Q (15151.140000 sec): 3 clusters
  Score: Raw -459133.362192 + Penalty 2708.000214 = -456425.361978
  nChanged 70
		SP:Iteration 17Q (15151.140000 sec): 3 clusters
  Score: Raw -459167.999194 + Penalty 2708.000214 = -456459.998980
  nChanged 56
		SP:Iteration 18Q (15151.150000 sec): 3 clusters
  Score: Raw -459200.954900 + Penalty 2708.000214 = -456492.954686
  nChanged 45
		SP:Iteration 19Q (15151.160000 sec): 3 clusters
  Score: Raw -459223.918205 + Penalty 2708.000214 = -456515.917991
  nChanged 39
		SP:Iteration 20F (15151.180000 sec): 3 clusters
  Score: Raw -459241.900919 + Penalty 2708.000214 = -456533.900705
  nChanged 39
		SP:Iteration 21Q (15151.180000 sec): 3 clusters
  Score: Raw -459265.224405 + Penalty 2708.000214 = -456557.224191
  nChanged 33
		SP:Iteration 22Q (15151.190000 sec): 3 clusters
  Score: Raw -459283.472318 + Penalty 2708.000214 = -456575.472103
  nChanged 29
		SP:Iteration 23Q (15151.200000 sec): 3 clusters
  Score: Raw -459300.218133 + Penalty 2708.000214 = -456592.217918
  nChanged 26
		SP:Iteration 24Q (15151.210000 sec): 3 clusters
  Score: Raw -459313.923091 + Penalty 2708.000214 = -456605.922877
  nChanged 32
		SP:Iteration 25Q (15151.220000 sec): 3 clusters
  Score: Raw -459330.059347 + Penalty 2708.000214 = -456622.059133
  nChanged 27
		SP:Iteration 26Q (15151.230000 sec): 3 clusters
  Score: Raw -459341.685411 + Penalty 2708.000214 = -456633.685196
  nChanged 20
		SP:Iteration 27Q (15151.240000 sec): 3 clusters
  Score: Raw -459349.826529 + Penalty 2708.000214 = -456641.826314
  nChanged 15
		SP:Iteration 28Q (15151.250000 sec): 3 clusters
  Score: Raw -459356.341346 + Penalty 2708.000214 = -456648.341131
  nChanged 17
		SP:Iteration 29Q (15151.260000 sec): 3 clusters
  Score: Raw -459365.441850 + Penalty 2708.000214 = -456657.441636
  nChanged 19
		SP:Iteration 30Q (15151.270000 sec): 3 clusters
  Score: Raw -459374.600683 + Penalty 2708.000214 = -456666.600468
  nChanged 18
		SP:Iteration 31Q (15151.280000 sec): 3 clusters
  Score: Raw -459382.333877 + Penalty 2708.000214 = -456674.333662
  nChanged 26
		SP:Iteration 32Q (15151.280000 sec): 3 clusters
  Score: Raw -459393.239716 + Penalty 2708.000214 = -456685.239502
  nChanged 24
		SP:Iteration 33Q (15151.300000 sec): 3 clusters
  Score: Raw -459406.033003 + Penalty 2708.000214 = -456698.032789
  nChanged 32
		SP:Iteration 34Q (15151.300000 sec): 3 clusters
  Score: Raw -459427.780377 + Penalty 2708.000214 = -456719.780163
  nChanged 31
		SP:Iteration 35Q (15151.310000 sec): 3 clusters
  Score: Raw -459456.723866 + Penalty 2708.000214 = -456748.723651
  nChanged 43
		SP:Iteration 36Q (15151.320000 sec): 3 clusters
  Score: Raw -459490.084849 + Penalty 2708.000214 = -456782.084635
  nChanged 48
		SP:Iteration 37Q (15151.330000 sec): 3 clusters
  Score: Raw -459550.925839 + Penalty 2708.000214 = -456842.925625
  nChanged 57
		SP:Iteration 38Q (15151.340000 sec): 3 clusters
  Score: Raw -459608.723141 + Penalty 2708.000214 = -456900.722927
  nChanged 61
		SP:Iteration 39Q (15151.350000 sec): 3 clusters
  Score: Raw -459654.465465 + Penalty 2708.000214 = -456946.465250
  nChanged 44
		SP:Iteration 40F (15151.360000 sec): 3 clusters
  Score: Raw -459690.220501 + Penalty 2708.000214 = -456982.220287
  nChanged 48
		SP:Iteration 41Q (15151.370000 sec): 3 clusters
  Score: Raw -459720.568664 + Penalty 2708.000214 = -457012.568449
  nChanged 26
		SP:Iteration 42Q (15151.380000 sec): 3 clusters
  Score: Raw -459731.203294 + Penalty 2708.000214 = -457023.203079
  nChanged 10
		SP:Iteration 43Q (15151.380000 sec): 3 clusters
  Score: Raw -459735.346998 + Penalty 2708.000214 = -457027.346783
  nChanged 13
		SP:Iteration 44Q (15151.390000 sec): 3 clusters
  Score: Raw -459741.689539 + Penalty 2708.000214 = -457033.689325
  nChanged 20
		SP:Iteration 45Q (15151.400000 sec): 3 clusters
  Score: Raw -459750.597033 + Penalty 2708.000214 = -457042.596818
  nChanged 11
		SP:Iteration 46Q (15151.410000 sec): 3 clusters
  Score: Raw -459755.007423 + Penalty 2708.000214 = -457047.007208
  nChanged 15
		SP:Iteration 47Q (15151.420000 sec): 3 clusters
  Score: Raw -459760.986355 + Penalty 2708.000214 = -457052.986141
  nChanged 8
		SP:Iteration 48Q (15151.420000 sec): 3 clusters
  Score: Raw -459764.516167 + Penalty 2708.000214 = -457056.515952
  nChanged 10
		SP:Iteration 49Q (15151.440000 sec): 3 clusters
  Score: Raw -459766.891356 + Penalty 2708.000214 = -457058.891141
  nChanged 5
		SP:Iteration 50Q (15151.440000 sec): 3 clusters
  Score: Raw -459767.768763 + Penalty 2708.000214 = -457059.768549
  nChanged 1
		SP:Iteration 51Q (15151.450000 sec): 3 clusters
  Score: Raw -459767.940386 + Penalty 2708.000214 = -457059.940172
  nChanged 1
		SP:Iteration 52Q (15151.460000 sec): 3 clusters
  Score: Raw -459768.136674 + Penalty 2708.000214 = -457060.136460
  nChanged 2
		SP:Iteration 53Q (15151.470000 sec): 3 clusters
  Score: Raw -459768.842554 + Penalty 2708.000214 = -457060.842339
  nChanged 1
		SP:Iteration 54Q (15151.480000 sec): 3 clusters
  Score: Raw -459769.383400 + Penalty 2708.000214 = -457061.383186
  nChanged 0
		SP:Iteration 55F (15151.490000 sec): 3 clusters
  Score: Raw -459769.383400 + Penalty 2708.000214 = -457061.383186
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15151.500000 sec): 2 clusters
  Score: Raw -146695.118548 + Penalty 1170.674260 = -145524.444288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15151.500000 sec): 3 clusters
  Score: Raw -146189.992085 + Penalty 2341.348520 = -143848.643565
  nChanged 450
		SP:Iteration 1F (15151.500000 sec): 3 clusters
  Score: Raw -146540.577204 + Penalty 2341.348520 = -144199.228684
  nChanged 103
		SP:Iteration 2F (15151.510000 sec): 3 clusters
  Score: Raw -146697.655311 + Penalty 2341.348520 = -144356.306791
  nChanged 71
		SP:Iteration 3F (15151.510000 sec): 3 clusters
  Score: Raw -146773.775100 + Penalty 2341.348520 = -144432.426580
  nChanged 58
		SP:Iteration 4Q (15151.510000 sec): 3 clusters
  Score: Raw -146839.834467 + Penalty 2341.348520 = -144498.485947
  nChanged 46
		SP:Iteration 5Q (15151.520000 sec): 3 clusters
  Score: Raw -146882.085220 + Penalty 2341.348520 = -144540.736701
  nChanged 27
		SP:Iteration 6Q (15151.520000 sec): 3 clusters
  Score: Raw -146909.126822 + Penalty 2341.348520 = -144567.778302
  nChanged 25
		SP:Iteration 7Q (15151.520000 sec): 3 clusters
  Score: Raw -146927.791814 + Penalty 2341.348520 = -144586.443294
  nChanged 18
		SP:Iteration 8Q (15151.530000 sec): 3 clusters
  Score: Raw -146946.266052 + Penalty 2341.348520 = -144604.917532
  nChanged 16
		SP:Iteration 9Q (15151.530000 sec): 3 clusters
  Score: Raw -146954.013635 + Penalty 2341.348520 = -144612.665115
  nChanged 7
		SP:Iteration 10Q (15151.530000 sec): 3 clusters
  Score: Raw -146959.487925 + Penalty 2341.348520 = -144618.139405
  nChanged 6
		SP:Iteration 11Q (15151.540000 sec): 3 clusters
  Score: Raw -146964.295608 + Penalty 2341.348520 = -144622.947088
  nChanged 6
		SP:Iteration 12Q (15151.540000 sec): 3 clusters
  Score: Raw -146970.710670 + Penalty 2341.348520 = -144629.362150
  nChanged 10
		SP:Iteration 13Q (15151.540000 sec): 3 clusters
  Score: Raw -146978.905549 + Penalty 2341.348520 = -144637.557030
  nChanged 9
		SP:Iteration 14Q (15151.550000 sec): 3 clusters
  Score: Raw -146985.219086 + Penalty 2341.348520 = -144643.870567
  nChanged 6
		SP:Iteration 15Q (15151.550000 sec): 3 clusters
  Score: Raw -146990.115455 + Penalty 2341.348520 = -144648.766935
  nChanged 4
		SP:Iteration 16Q (15151.550000 sec): 3 clusters
  Score: Raw -146992.893971 + Penalty 2341.348520 = -144651.545451
  nChanged 3
		SP:Iteration 17Q (15151.560000 sec): 3 clusters
  Score: Raw -146994.856854 + Penalty 2341.348520 = -144653.508335
  nChanged 4
		SP:Iteration 18Q (15151.560000 sec): 3 clusters
  Score: Raw -146999.019592 + Penalty 2341.348520 = -144657.671072
  nChanged 4
		SP:Iteration 19Q (15151.560000 sec): 3 clusters
  Score: Raw -147001.538689 + Penalty 2341.348520 = -144660.190169
  nChanged 3
		SP:Iteration 20F (15151.560000 sec): 3 clusters
  Score: Raw -147003.193568 + Penalty 2341.348520 = -144661.845048
  nChanged 3
		SP:Iteration 21Q (15151.570000 sec): 3 clusters
  Score: Raw -147005.010929 + Penalty 2341.348520 = -144663.662409
  nChanged 2
		SP:Iteration 22Q (15151.570000 sec): 3 clusters
  Score: Raw -147005.856193 + Penalty 2341.348520 = -144664.507673
  nChanged 2
		SP:Iteration 23Q (15151.580000 sec): 3 clusters
  Score: Raw -147006.557586 + Penalty 2341.348520 = -144665.209067
  nChanged 2
		SP:Iteration 24Q (15151.580000 sec): 3 clusters
  Score: Raw -147008.949805 + Penalty 2341.348520 = -144667.601285
  nChanged 6
		SP:Iteration 25Q (15151.580000 sec): 3 clusters
  Score: Raw -147013.412867 + Penalty 2341.348520 = -144672.064347
  nChanged 9
		SP:Iteration 26Q (15151.580000 sec): 3 clusters
  Score: Raw -147017.272666 + Penalty 2341.348520 = -144675.924146
  nChanged 6
		SP:Iteration 27Q (15151.590000 sec): 3 clusters
  Score: Raw -147020.296352 + Penalty 2341.348520 = -144678.947832
  nChanged 7
		SP:Iteration 28Q (15151.590000 sec): 3 clusters
  Score: Raw -147026.985398 + Penalty 2341.348520 = -144685.636878
  nChanged 4
		SP:Iteration 29Q (15151.600000 sec): 3 clusters
  Score: Raw -147029.175974 + Penalty 2341.348520 = -144687.827454
  nChanged 0
		SP:Iteration 30F (15151.600000 sec): 3 clusters
  Score: Raw -147029.175974 + Penalty 2341.348520 = -144687.827454
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15151.600000 sec): 2 clusters
  Score: Raw -134273.027933 + Penalty 1156.414048 = -133116.613885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15151.610000 sec): 3 clusters
  Score: Raw -133804.660512 + Penalty 2312.828097 = -131491.832415
  nChanged 405
		SP:Iteration 1F (15151.610000 sec): 3 clusters
  Score: Raw -134110.184040 + Penalty 2312.828097 = -131797.355943
  nChanged 93
		SP:Iteration 2F (15151.620000 sec): 3 clusters
  Score: Raw -134212.353419 + Penalty 2312.828097 = -131899.525322
  nChanged 65
		SP:Iteration 3F (15151.620000 sec): 3 clusters
  Score: Raw -134272.848476 + Penalty 2312.828097 = -131960.020380
  nChanged 44
		SP:Iteration 4Q (15151.620000 sec): 3 clusters
  Score: Raw -134312.504363 + Penalty 2312.828097 = -131999.676266
  nChanged 29
		SP:Iteration 5Q (15151.620000 sec): 3 clusters
  Score: Raw -134339.755992 + Penalty 2312.828097 = -132026.927895
  nChanged 30
		SP:Iteration 6Q (15151.630000 sec): 3 clusters
  Score: Raw -134368.555935 + Penalty 2312.828097 = -132055.727838
  nChanged 18
		SP:Iteration 7Q (15151.630000 sec): 3 clusters
  Score: Raw -134381.527354 + Penalty 2312.828097 = -132068.699257
  nChanged 13
		SP:Iteration 8Q (15151.630000 sec): 3 clusters
  Score: Raw -134390.916314 + Penalty 2312.828097 = -132078.088217
  nChanged 14
		SP:Iteration 9Q (15151.640000 sec): 3 clusters
  Score: Raw -134404.328589 + Penalty 2312.828097 = -132091.500492
  nChanged 10
		SP:Iteration 10Q (15151.640000 sec): 3 clusters
  Score: Raw -134413.817900 + Penalty 2312.828097 = -132100.989803
  nChanged 8
		SP:Iteration 11Q (15151.640000 sec): 3 clusters
  Score: Raw -134419.314623 + Penalty 2312.828097 = -132106.486526
  nChanged 8
		SP:Iteration 12Q (15151.640000 sec): 3 clusters
  Score: Raw -134426.500424 + Penalty 2312.828097 = -132113.672327
  nChanged 4
		SP:Iteration 13Q (15151.650000 sec): 3 clusters
  Score: Raw -134428.385801 + Penalty 2312.828097 = -132115.557704
  nChanged 3
		SP:Iteration 14Q (15151.650000 sec): 3 clusters
  Score: Raw -134430.132958 + Penalty 2312.828097 = -132117.304862
  nChanged 3
		SP:Iteration 15Q (15151.660000 sec): 3 clusters
  Score: Raw -134432.497218 + Penalty 2312.828097 = -132119.669121
  nChanged 4
		SP:Iteration 16Q (15151.660000 sec): 3 clusters
  Score: Raw -134435.464873 + Penalty 2312.828097 = -132122.636776
  nChanged 2
		SP:Iteration 17Q (15151.660000 sec): 3 clusters
  Score: Raw -134436.667256 + Penalty 2312.828097 = -132123.839159
  nChanged 1
		SP:Iteration 18Q (15151.660000 sec): 3 clusters
  Score: Raw -134436.953808 + Penalty 2312.828097 = -132124.125711
  nChanged 1
		SP:Iteration 19Q (15151.670000 sec): 3 clusters
  Score: Raw -134437.234117 + Penalty 2312.828097 = -132124.406020
  nChanged 2
		SP:Iteration 20F (15151.670000 sec): 3 clusters
  Score: Raw -134438.037947 + Penalty 2312.828097 = -132125.209850
  nChanged 1
		SP:Iteration 21Q (15151.670000 sec): 3 clusters
  Score: Raw -134438.534374 + Penalty 2312.828097 = -132125.706277
  nChanged 2
		SP:Iteration 22Q (15151.680000 sec): 3 clusters
  Score: Raw -134439.466597 + Penalty 2312.828097 = -132126.638500
  nChanged 0
		SP:Iteration 23F (15151.680000 sec): 3 clusters
  Score: Raw -134439.466597 + Penalty 2312.828097 = -132126.638500
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15151.680000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15151.680000 sec): 3 clusters
  Score: Raw -26316.315630 + Penalty 1783.904761 = -24532.410869
  nChanged 39
		SP:Iteration 1F (15151.680000 sec): 3 clusters
  Score: Raw -26461.698564 + Penalty 1783.904761 = -24677.793803
  nChanged 11
		SP:Iteration 2Q (15151.680000 sec): 3 clusters
  Score: Raw -26488.980081 + Penalty 1783.904761 = -24705.075320
  nChanged 7
		SP:Iteration 3Q (15151.680000 sec): 3 clusters
  Score: Raw -26502.619388 + Penalty 1783.904761 = -24718.714627
  nChanged 4
		SP:Iteration 4Q (15151.690000 sec): 3 clusters
  Score: Raw -26515.545305 + Penalty 1783.904761 = -24731.640544
  nChanged 7
		SP:Iteration 5Q (15151.690000 sec): 3 clusters
  Score: Raw -26548.166334 + Penalty 1783.904761 = -24764.261573
  nChanged 6
		SP:Iteration 6Q (15151.690000 sec): 3 clusters
  Score: Raw -26571.829059 + Penalty 1783.904761 = -24787.924298
  nChanged 4
		SP:Iteration 7Q (15151.690000 sec): 3 clusters
  Score: Raw -26585.580289 + Penalty 1783.904761 = -24801.675528
  nChanged 3
		SP:Iteration 8Q (15151.690000 sec): 3 clusters
  Score: Raw -26592.392772 + Penalty 1783.904761 = -24808.488011
  nChanged 3
		SP:Iteration 9Q (15151.690000 sec): 3 clusters
  Score: Raw -26623.375602 + Penalty 1783.904761 = -24839.470841
  nChanged 3
		SP:Iteration 10Q (15151.690000 sec): 3 clusters
  Score: Raw -26643.293115 + Penalty 1783.904761 = -24859.388354
  nChanged 3
		SP:Iteration 11Q (15151.690000 sec): 3 clusters
  Score: Raw -26650.311395 + Penalty 1783.904761 = -24866.406634
  nChanged 0
		SP:Iteration 12F (15151.690000 sec): 3 clusters
  Score: Raw -26650.311395 + Penalty 1783.904761 = -24866.406634
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (35912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15151.800000 sec): 2 clusters
  Score: Raw -3860693.089353 + Penalty 1704.434352 = -3858988.655001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15151.900000 sec): 3 clusters
  Score: Raw -3838329.199271 + Penalty 3408.868704 = -3834920.330568
  nChanged 16681
		SP:Iteration 1F (15151.990000 sec): 3 clusters
  Score: Raw -3848097.181178 + Penalty 3408.868704 = -3844688.312475
  nChanged 1864
		SP:Iteration 2F (15152.080000 sec): 3 clusters
  Score: Raw -3848959.126229 + Penalty 3408.868704 = -3845550.257526
  nChanged 1955
		SP:Iteration 3F (15152.180000 sec): 3 clusters
  Score: Raw -3850039.070103 + Penalty 3408.868704 = -3846630.201399
  nChanged 2136
		SP:Iteration 4F (15152.270000 sec): 3 clusters
  Score: Raw -3851321.452694 + Penalty 3408.868704 = -3847912.583990
  nChanged 2192
		SP:Iteration 5F (15152.370000 sec): 3 clusters
  Score: Raw -3852759.792878 + Penalty 3408.868704 = -3849350.924175
  nChanged 2269
		SP:Iteration 6F (15152.460000 sec): 3 clusters
  Score: Raw -3854377.072028 + Penalty 3408.868704 = -3850968.203324
  nChanged 2173
		SP:Iteration 7F (15152.560000 sec): 3 clusters
  Score: Raw -3856069.797873 + Penalty 3408.868704 = -3852660.929169
  nChanged 1968
		SP:Iteration 8F (15152.650000 sec): 3 clusters
  Score: Raw -3857657.872720 + Penalty 3408.868704 = -3854249.004017
  nChanged 1698
		SP:Iteration 9Q (15152.740000 sec): 3 clusters
  Score: Raw -3859105.990432 + Penalty 3408.868704 = -3855697.121728
  nChanged 1273
		SP:Iteration 10Q (15152.830000 sec): 3 clusters
  Score: Raw -3860150.024235 + Penalty 3408.868704 = -3856741.155531
  nChanged 844
		SP:Iteration 11Q (15152.920000 sec): 3 clusters
  Score: Raw -3860794.850665 + Penalty 3408.868704 = -3857385.981962
  nChanged 534
		SP:Iteration 12Q (15153.000000 sec): 3 clusters
  Score: Raw -3861161.944885 + Penalty 3408.868704 = -3857753.076181
  nChanged 362
		SP:Iteration 13Q (15153.080000 sec): 3 clusters
  Score: Raw -3861385.759295 + Penalty 3408.868704 = -3857976.890591
  nChanged 247
		SP:Iteration 14Q (15153.160000 sec): 3 clusters
  Score: Raw -3861535.387367 + Penalty 3408.868704 = -3858126.518663
  nChanged 169
		SP:Iteration 15Q (15153.240000 sec): 3 clusters
  Score: Raw -3861617.309679 + Penalty 3408.868704 = -3858208.440975
  nChanged 95
		SP:Iteration 16Q (15153.310000 sec): 3 clusters
  Score: Raw -3861659.531356 + Penalty 3408.868704 = -3858250.662652
  nChanged 84
		SP:Iteration 17Q (15153.380000 sec): 3 clusters
  Score: Raw -3861691.777911 + Penalty 3408.868704 = -3858282.909208
  nChanged 53
		SP:Iteration 18Q (15153.460000 sec): 3 clusters
  Score: Raw -3861713.385526 + Penalty 3408.868704 = -3858304.516823
  nChanged 56
		SP:Iteration 19Q (15153.530000 sec): 3 clusters
  Score: Raw -3861737.561244 + Penalty 3408.868704 = -3858328.692541
  nChanged 56
		SP:Iteration 20F (15153.620000 sec): 3 clusters
  Score: Raw -3861759.059219 + Penalty 3408.868704 = -3858350.190515
  nChanged 38
		SP:Iteration 21Q (15153.700000 sec): 3 clusters
  Score: Raw -3861775.948961 + Penalty 3408.868704 = -3858367.080257
  nChanged 36
		SP:Iteration 22Q (15153.770000 sec): 3 clusters
  Score: Raw -3861790.502466 + Penalty 3408.868704 = -3858381.633763
  nChanged 35
		SP:Iteration 23Q (15153.840000 sec): 3 clusters
  Score: Raw -3861802.766556 + Penalty 3408.868704 = -3858393.897852
  nChanged 26
		SP:Iteration 24Q (15153.910000 sec): 3 clusters
  Score: Raw -3861812.380902 + Penalty 3408.868704 = -3858403.512199
  nChanged 25
		SP:Iteration 25Q (15153.980000 sec): 3 clusters
  Score: Raw -3861819.640532 + Penalty 3408.868704 = -3858410.771828
  nChanged 23
		SP:Iteration 26Q (15154.050000 sec): 3 clusters
  Score: Raw -3861828.305050 + Penalty 3408.868704 = -3858419.436347
  nChanged 25
		SP:Iteration 27Q (15154.120000 sec): 3 clusters
  Score: Raw -3861840.448134 + Penalty 3408.868704 = -3858431.579431
  nChanged 24
		SP:Iteration 28Q (15154.190000 sec): 3 clusters
  Score: Raw -3861852.106364 + Penalty 3408.868704 = -3858443.237661
  nChanged 25
		SP:Iteration 29Q (15154.260000 sec): 3 clusters
  Score: Raw -3861865.342822 + Penalty 3408.868704 = -3858456.474118
  nChanged 26
		SP:Iteration 30Q (15154.330000 sec): 3 clusters
  Score: Raw -3861880.646878 + Penalty 3408.868704 = -3858471.778174
  nChanged 22
		SP:Iteration 31Q (15154.400000 sec): 3 clusters
  Score: Raw -3861892.078591 + Penalty 3408.868704 = -3858483.209887
  nChanged 23
		SP:Iteration 32Q (15154.470000 sec): 3 clusters
  Score: Raw -3861904.849283 + Penalty 3408.868704 = -3858495.980579
  nChanged 26
		SP:Iteration 33Q (15154.540000 sec): 3 clusters
  Score: Raw -3861924.181478 + Penalty 3408.868704 = -3858515.312774
  nChanged 30
		SP:Iteration 34Q (15154.610000 sec): 3 clusters
  Score: Raw -3861940.573334 + Penalty 3408.868704 = -3858531.704630
  nChanged 22
		SP:Iteration 35Q (15154.680000 sec): 3 clusters
  Score: Raw -3861949.203203 + Penalty 3408.868704 = -3858540.334499
  nChanged 18
		SP:Iteration 36Q (15154.740000 sec): 3 clusters
  Score: Raw -3861954.301848 + Penalty 3408.868704 = -3858545.433144
  nChanged 14
		SP:Iteration 37Q (15154.810000 sec): 3 clusters
  Score: Raw -3861958.747333 + Penalty 3408.868704 = -3858549.878630
  nChanged 11
		SP:Iteration 38Q (15154.880000 sec): 3 clusters
  Score: Raw -3861961.550137 + Penalty 3408.868704 = -3858552.681434
  nChanged 7
		SP:Iteration 39Q (15154.950000 sec): 3 clusters
  Score: Raw -3861963.266489 + Penalty 3408.868704 = -3858554.397785
  nChanged 3
		SP:Iteration 40F (15155.040000 sec): 3 clusters
  Score: Raw -3861964.209709 + Penalty 3408.868704 = -3858555.341005
  nChanged 3
		SP:Iteration 41Q (15155.110000 sec): 3 clusters
  Score: Raw -3861965.377841 + Penalty 3408.868704 = -3858556.509138
  nChanged 3
		SP:Iteration 42Q (15155.180000 sec): 3 clusters
  Score: Raw -3861966.086633 + Penalty 3408.868704 = -3858557.217929
  nChanged 3
		SP:Iteration 43Q (15155.250000 sec): 3 clusters
  Score: Raw -3861967.100481 + Penalty 3408.868704 = -3858558.231777
  nChanged 4
		SP:Iteration 44Q (15155.320000 sec): 3 clusters
  Score: Raw -3861968.097261 + Penalty 3408.868704 = -3858559.228558
  nChanged 2
		SP:Iteration 45Q (15155.380000 sec): 3 clusters
  Score: Raw -3861968.361851 + Penalty 3408.868704 = -3858559.493147
  nChanged 0
		SP:Iteration 46F (15155.480000 sec): 3 clusters
  Score: Raw -3861968.361851 + Penalty 3408.868704 = -3858559.493147
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15155.510000 sec): 2 clusters
  Score: Raw -498959.868844 + Penalty 1360.326847 = -497599.541997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15155.520000 sec): 3 clusters
  Score: Raw -496795.340652 + Penalty 2720.653694 = -494074.686958
  nChanged 1696
		SP:Iteration 1F (15155.530000 sec): 3 clusters
  Score: Raw -497706.752395 + Penalty 2720.653694 = -494986.098700
  nChanged 296
		SP:Iteration 2F (15155.540000 sec): 3 clusters
  Score: Raw -497881.600996 + Penalty 2720.653694 = -495160.947302
  nChanged 229
		SP:Iteration 3F (15155.550000 sec): 3 clusters
  Score: Raw -498014.058986 + Penalty 2720.653694 = -495293.405292
  nChanged 201
		SP:Iteration 4Q (15155.560000 sec): 3 clusters
  Score: Raw -498132.619062 + Penalty 2720.653694 = -495411.965368
  nChanged 177
		SP:Iteration 5Q (15155.570000 sec): 3 clusters
  Score: Raw -498230.695664 + Penalty 2720.653694 = -495510.041969
  nChanged 152
		SP:Iteration 6Q (15155.580000 sec): 3 clusters
  Score: Raw -498307.974615 + Penalty 2720.653694 = -495587.320921
  nChanged 149
		SP:Iteration 7Q (15155.600000 sec): 3 clusters
  Score: Raw -498393.470268 + Penalty 2720.653694 = -495672.816573
  nChanged 150
		SP:Iteration 8Q (15155.600000 sec): 3 clusters
  Score: Raw -498478.039203 + Penalty 2720.653694 = -495757.385509
  nChanged 133
		SP:Iteration 9Q (15155.620000 sec): 3 clusters
  Score: Raw -498555.114099 + Penalty 2720.653694 = -495834.460405
  nChanged 146
		SP:Iteration 10Q (15155.630000 sec): 3 clusters
  Score: Raw -498645.004354 + Penalty 2720.653694 = -495924.350660
  nChanged 167
		SP:Iteration 11Q (15155.640000 sec): 3 clusters
  Score: Raw -498741.451191 + Penalty 2720.653694 = -496020.797497
  nChanged 154
		SP:Iteration 12Q (15155.650000 sec): 3 clusters
  Score: Raw -498843.122232 + Penalty 2720.653694 = -496122.468537
  nChanged 154
		SP:Iteration 13Q (15155.660000 sec): 3 clusters
  Score: Raw -498938.584821 + Penalty 2720.653694 = -496217.931127
  nChanged 132
		SP:Iteration 14Q (15155.670000 sec): 3 clusters
  Score: Raw -499011.907471 + Penalty 2720.653694 = -496291.253777
  nChanged 92
		SP:Iteration 15Q (15155.680000 sec): 3 clusters
  Score: Raw -499061.247290 + Penalty 2720.653694 = -496340.593596
  nChanged 73
		SP:Iteration 16Q (15155.690000 sec): 3 clusters
  Score: Raw -499101.825652 + Penalty 2720.653694 = -496381.171957
  nChanged 64
		SP:Iteration 17Q (15155.700000 sec): 3 clusters
  Score: Raw -499127.788905 + Penalty 2720.653694 = -496407.135211
  nChanged 43
		SP:Iteration 18Q (15155.710000 sec): 3 clusters
  Score: Raw -499144.867364 + Penalty 2720.653694 = -496424.213670
  nChanged 30
		SP:Iteration 19Q (15155.720000 sec): 3 clusters
  Score: Raw -499157.206175 + Penalty 2720.653694 = -496436.552481
  nChanged 32
		SP:Iteration 20F (15155.730000 sec): 3 clusters
  Score: Raw -499169.842818 + Penalty 2720.653694 = -496449.189124
  nChanged 25
		SP:Iteration 21Q (15155.740000 sec): 3 clusters
  Score: Raw -499180.385571 + Penalty 2720.653694 = -496459.731876
  nChanged 19
		SP:Iteration 22Q (15155.760000 sec): 3 clusters
  Score: Raw -499186.688914 + Penalty 2720.653694 = -496466.035219
  nChanged 11
		SP:Iteration 23Q (15155.760000 sec): 3 clusters
  Score: Raw -499193.130656 + Penalty 2720.653694 = -496472.476962
  nChanged 4
		SP:Iteration 24Q (15155.780000 sec): 3 clusters
  Score: Raw -499194.332393 + Penalty 2720.653694 = -496473.678699
  nChanged 2
		SP:Iteration 25Q (15155.790000 sec): 3 clusters
  Score: Raw -499194.691701 + Penalty 2720.653694 = -496474.038007
  nChanged 0
		SP:Iteration 26F (15155.800000 sec): 3 clusters
  Score: Raw -499194.691701 + Penalty 2720.653694 = -496474.038007
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15155.810000 sec): 2 clusters
  Score: Raw -284750.322710 + Penalty 1298.633746 = -283451.688965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15155.820000 sec): 3 clusters
  Score: Raw -283440.800762 + Penalty 2597.267492 = -280843.533270
  nChanged 1121
		SP:Iteration 1F (15155.820000 sec): 3 clusters
  Score: Raw -284306.015162 + Penalty 2597.267492 = -281708.747670
  nChanged 270
		SP:Iteration 2F (15155.830000 sec): 3 clusters
  Score: Raw -284548.528050 + Penalty 2597.267492 = -281951.260558
  nChanged 182
		SP:Iteration 3F (15155.840000 sec): 3 clusters
  Score: Raw -284720.434651 + Penalty 2597.267492 = -282123.167160
  nChanged 153
		SP:Iteration 4F (15155.850000 sec): 3 clusters
  Score: Raw -284851.798454 + Penalty 2597.267492 = -282254.530962
  nChanged 132
		SP:Iteration 5Q (15155.850000 sec): 3 clusters
  Score: Raw -284958.868083 + Penalty 2597.267492 = -282361.600591
  nChanged 102
		SP:Iteration 6Q (15155.860000 sec): 3 clusters
  Score: Raw -285041.919319 + Penalty 2597.267492 = -282444.651828
  nChanged 97
		SP:Iteration 7Q (15155.870000 sec): 3 clusters
  Score: Raw -285146.069081 + Penalty 2597.267492 = -282548.801590
  nChanged 102
		SP:Iteration 8Q (15155.880000 sec): 3 clusters
  Score: Raw -285231.462429 + Penalty 2597.267492 = -282634.194937
  nChanged 77
		SP:Iteration 9Q (15155.880000 sec): 3 clusters
  Score: Raw -285301.661996 + Penalty 2597.267492 = -282704.394504
  nChanged 69
		SP:Iteration 10Q (15155.890000 sec): 3 clusters
  Score: Raw -285344.382851 + Penalty 2597.267492 = -282747.115360
  nChanged 45
		SP:Iteration 11Q (15155.900000 sec): 3 clusters
  Score: Raw -285372.354547 + Penalty 2597.267492 = -282775.087055
  nChanged 31
		SP:Iteration 12Q (15155.900000 sec): 3 clusters
  Score: Raw -285388.280767 + Penalty 2597.267492 = -282791.013275
  nChanged 30
		SP:Iteration 13Q (15155.910000 sec): 3 clusters
  Score: Raw -285402.667347 + Penalty 2597.267492 = -282805.399855
  nChanged 24
		SP:Iteration 14Q (15155.920000 sec): 3 clusters
  Score: Raw -285416.832339 + Penalty 2597.267492 = -282819.564848
  nChanged 21
		SP:Iteration 15Q (15155.920000 sec): 3 clusters
  Score: Raw -285427.332985 + Penalty 2597.267492 = -282830.065494
  nChanged 17
		SP:Iteration 16Q (15155.930000 sec): 3 clusters
  Score: Raw -285436.729916 + Penalty 2597.267492 = -282839.462424
  nChanged 17
		SP:Iteration 17Q (15155.940000 sec): 3 clusters
  Score: Raw -285444.566753 + Penalty 2597.267492 = -282847.299262
  nChanged 16
		SP:Iteration 18Q (15155.940000 sec): 3 clusters
  Score: Raw -285453.656382 + Penalty 2597.267492 = -282856.388891
  nChanged 12
		SP:Iteration 19Q (15155.950000 sec): 3 clusters
  Score: Raw -285458.849594 + Penalty 2597.267492 = -282861.582103
  nChanged 8
		SP:Iteration 20F (15155.960000 sec): 3 clusters
  Score: Raw -285462.941974 + Penalty 2597.267492 = -282865.674483
  nChanged 13
		SP:Iteration 21Q (15155.960000 sec): 3 clusters
  Score: Raw -285469.073786 + Penalty 2597.267492 = -282871.806294
  nChanged 11
		SP:Iteration 22Q (15155.970000 sec): 3 clusters
  Score: Raw -285473.756289 + Penalty 2597.267492 = -282876.488797
  nChanged 11
		SP:Iteration 23Q (15155.980000 sec): 3 clusters
  Score: Raw -285477.484602 + Penalty 2597.267492 = -282880.217111
  nChanged 6
		SP:Iteration 24Q (15155.980000 sec): 3 clusters
  Score: Raw -285481.056274 + Penalty 2597.267492 = -282883.788782
  nChanged 7
		SP:Iteration 25Q (15155.990000 sec): 3 clusters
  Score: Raw -285485.207983 + Penalty 2597.267492 = -282887.940491
  nChanged 7
		SP:Iteration 26Q (15156.000000 sec): 3 clusters
  Score: Raw -285489.342349 + Penalty 2597.267492 = -282892.074857
  nChanged 10
		SP:Iteration 27Q (15156.000000 sec): 3 clusters
  Score: Raw -285494.372545 + Penalty 2597.267492 = -282897.105053
  nChanged 12
		SP:Iteration 28Q (15156.010000 sec): 3 clusters
  Score: Raw -285499.764717 + Penalty 2597.267492 = -282902.497225
  nChanged 8
		SP:Iteration 29Q (15156.020000 sec): 3 clusters
  Score: Raw -285502.968576 + Penalty 2597.267492 = -282905.701085
  nChanged 5
		SP:Iteration 30Q (15156.020000 sec): 3 clusters
  Score: Raw -285504.999820 + Penalty 2597.267492 = -282907.732329
  nChanged 4
		SP:Iteration 31Q (15156.030000 sec): 3 clusters
  Score: Raw -285506.941634 + Penalty 2597.267492 = -282909.674142
  nChanged 1
		SP:Iteration 32Q (15156.040000 sec): 3 clusters
  Score: Raw -285507.219124 + Penalty 2597.267492 = -282909.951632
  nChanged 2
		SP:Iteration 33Q (15156.040000 sec): 3 clusters
  Score: Raw -285507.792325 + Penalty 2597.267492 = -282910.524834
  nChanged 5
		SP:Iteration 34Q (15156.050000 sec): 3 clusters
  Score: Raw -285513.460651 + Penalty 2597.267492 = -282916.193159
  nChanged 11
		SP:Iteration 35Q (15156.060000 sec): 3 clusters
  Score: Raw -285520.356856 + Penalty 2597.267492 = -282923.089364
  nChanged 17
		SP:Iteration 36Q (15156.060000 sec): 3 clusters
  Score: Raw -285534.318515 + Penalty 2597.267492 = -282937.051024
  nChanged 18
		SP:Iteration 37Q (15156.070000 sec): 3 clusters
  Score: Raw -285547.018150 + Penalty 2597.267492 = -282949.750658
  nChanged 22
		SP:Iteration 38Q (15156.070000 sec): 3 clusters
  Score: Raw -285558.795959 + Penalty 2597.267492 = -282961.528468
  nChanged 16
		SP:Iteration 39Q (15156.080000 sec): 3 clusters
  Score: Raw -285565.413979 + Penalty 2597.267492 = -282968.146487
  nChanged 9
		SP:Iteration 40F (15156.090000 sec): 3 clusters
  Score: Raw -285569.643396 + Penalty 2597.267492 = -282972.375904
  nChanged 11
		SP:Iteration 41Q (15156.100000 sec): 3 clusters
  Score: Raw -285579.644496 + Penalty 2597.267492 = -282982.377004
  nChanged 19
		SP:Iteration 42Q (15156.100000 sec): 3 clusters
  Score: Raw -285597.841417 + Penalty 2597.267492 = -283000.573925
  nChanged 23
		SP:Iteration 43Q (15156.110000 sec): 3 clusters
  Score: Raw -285637.146567 + Penalty 2597.267492 = -283039.879075
  nChanged 36
		SP:Iteration 44Q (15156.110000 sec): 3 clusters
  Score: Raw -285656.247133 + Penalty 2597.267492 = -283058.979641
  nChanged 18
		SP:Iteration 45Q (15156.120000 sec): 3 clusters
  Score: Raw -285664.628793 + Penalty 2597.267492 = -283067.361302
  nChanged 9
		SP:Iteration 46Q (15156.130000 sec): 3 clusters
  Score: Raw -285670.971863 + Penalty 2597.267492 = -283073.704371
  nChanged 10
		SP:Iteration 47Q (15156.130000 sec): 3 clusters
  Score: Raw -285675.704391 + Penalty 2597.267492 = -283078.436899
  nChanged 8
		SP:Iteration 48Q (15156.140000 sec): 3 clusters
  Score: Raw -285679.175639 + Penalty 2597.267492 = -283081.908147
  nChanged 6
		SP:Iteration 49Q (15156.140000 sec): 3 clusters
  Score: Raw -285690.128511 + Penalty 2597.267492 = -283092.861020
  nChanged 10
		SP:Iteration 50Q (15156.150000 sec): 3 clusters
  Score: Raw -285727.736466 + Penalty 2597.267492 = -283130.468974
  nChanged 17
		SP:Iteration 51Q (15156.160000 sec): 3 clusters
  Score: Raw -285749.781854 + Penalty 2597.267492 = -283152.514363
  nChanged 15
		SP:Iteration 52Q (15156.160000 sec): 3 clusters
  Score: Raw -285755.357311 + Penalty 2597.267492 = -283158.089819
  nChanged 9
		SP:Iteration 53Q (15156.170000 sec): 3 clusters
  Score: Raw -285760.042480 + Penalty 2597.267492 = -283162.774989
  nChanged 7
		SP:Iteration 54Q (15156.180000 sec): 3 clusters
  Score: Raw -285763.826253 + Penalty 2597.267492 = -283166.558762
  nChanged 6
		SP:Iteration 55Q (15156.180000 sec): 3 clusters
  Score: Raw -285767.281049 + Penalty 2597.267492 = -283170.013557
  nChanged 4
		SP:Iteration 56Q (15156.190000 sec): 3 clusters
  Score: Raw -285768.389381 + Penalty 2597.267492 = -283171.121889
  nChanged 3
		SP:Iteration 57Q (15156.200000 sec): 3 clusters
  Score: Raw -285768.941288 + Penalty 2597.267492 = -283171.673797
  nChanged 0
		SP:Iteration 58F (15156.200000 sec): 3 clusters
  Score: Raw -285768.941288 + Penalty 2597.267492 = -283171.673797
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15156.320000 sec): 2 clusters
  Score: Raw -4388742.691492 + Penalty 1710.343771 = -4387032.347721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15156.410000 sec): 3 clusters
  Score: Raw -4365442.722928 + Penalty 3420.687542 = -4362022.035387
  nChanged 17410
		SP:Iteration 1F (15156.510000 sec): 3 clusters
  Score: Raw -4375302.406996 + Penalty 3420.687542 = -4371881.719455
  nChanged 1647
		SP:Iteration 2Q (15156.610000 sec): 3 clusters
  Score: Raw -4375872.409026 + Penalty 3420.687542 = -4372451.721484
  nChanged 1742
		SP:Iteration 3Q (15156.710000 sec): 3 clusters
  Score: Raw -4376593.810173 + Penalty 3420.687542 = -4373173.122632
  nChanged 2047
		SP:Iteration 4F (15156.810000 sec): 3 clusters
  Score: Raw -4377602.611077 + Penalty 3420.687542 = -4374181.923536
  nChanged 2342
		SP:Iteration 5F (15156.900000 sec): 3 clusters
  Score: Raw -4378985.517615 + Penalty 3420.687542 = -4375564.830074
  nChanged 2561
		SP:Iteration 6F (15157.000000 sec): 3 clusters
  Score: Raw -4380638.569753 + Penalty 3420.687542 = -4377217.882211
  nChanged 2515
		SP:Iteration 7F (15157.090000 sec): 3 clusters
  Score: Raw -4382367.515458 + Penalty 3420.687542 = -4378946.827917
  nChanged 2193
		SP:Iteration 8F (15157.190000 sec): 3 clusters
  Score: Raw -4384022.668703 + Penalty 3420.687542 = -4380601.981162
  nChanged 1831
		SP:Iteration 9Q (15157.290000 sec): 3 clusters
  Score: Raw -4385409.069336 + Penalty 3420.687542 = -4381988.381795
  nChanged 1416
		SP:Iteration 10Q (15157.390000 sec): 3 clusters
  Score: Raw -4386493.561196 + Penalty 3420.687542 = -4383072.873654
  nChanged 1040
		SP:Iteration 11Q (15157.480000 sec): 3 clusters
  Score: Raw -4387249.492459 + Penalty 3420.687542 = -4383828.804918
  nChanged 777
		SP:Iteration 12Q (15157.570000 sec): 3 clusters
  Score: Raw -4387788.342069 + Penalty 3420.687542 = -4384367.654528
  nChanged 579
		SP:Iteration 13Q (15157.650000 sec): 3 clusters
  Score: Raw -4388163.858514 + Penalty 3420.687542 = -4384743.170973
  nChanged 441
		SP:Iteration 14Q (15157.730000 sec): 3 clusters
  Score: Raw -4388422.049615 + Penalty 3420.687542 = -4385001.362073
  nChanged 353
		SP:Iteration 15Q (15157.810000 sec): 3 clusters
  Score: Raw -4388605.154576 + Penalty 3420.687542 = -4385184.467035
  nChanged 293
		SP:Iteration 16Q (15157.890000 sec): 3 clusters
  Score: Raw -4388733.492150 + Penalty 3420.687542 = -4385312.804608
  nChanged 208
		SP:Iteration 17Q (15157.970000 sec): 3 clusters
  Score: Raw -4388817.165279 + Penalty 3420.687542 = -4385396.477738
  nChanged 197
		SP:Iteration 18Q (15158.040000 sec): 3 clusters
  Score: Raw -4388890.191857 + Penalty 3420.687542 = -4385469.504316
  nChanged 162
		SP:Iteration 19Q (15158.120000 sec): 3 clusters
  Score: Raw -4388948.887152 + Penalty 3420.687542 = -4385528.199611
  nChanged 140
		SP:Iteration 20F (15158.210000 sec): 3 clusters
  Score: Raw -4388999.735558 + Penalty 3420.687542 = -4385579.048017
  nChanged 134
		SP:Iteration 21Q (15158.290000 sec): 3 clusters
  Score: Raw -4389047.023252 + Penalty 3420.687542 = -4385626.335711
  nChanged 123
		SP:Iteration 22Q (15158.360000 sec): 3 clusters
  Score: Raw -4389087.772402 + Penalty 3420.687542 = -4385667.084860
  nChanged 96
		SP:Iteration 23Q (15158.430000 sec): 3 clusters
  Score: Raw -4389120.247071 + Penalty 3420.687542 = -4385699.559529
  nChanged 102
		SP:Iteration 24Q (15158.510000 sec): 3 clusters
  Score: Raw -4389154.549538 + Penalty 3420.687542 = -4385733.861996
  nChanged 89
		SP:Iteration 25Q (15158.580000 sec): 3 clusters
  Score: Raw -4389186.419830 + Penalty 3420.687542 = -4385765.732288
  nChanged 75
		SP:Iteration 26Q (15158.650000 sec): 3 clusters
  Score: Raw -4389212.073119 + Penalty 3420.687542 = -4385791.385578
  nChanged 55
		SP:Iteration 27Q (15158.720000 sec): 3 clusters
  Score: Raw -4389229.113244 + Penalty 3420.687542 = -4385808.425702
  nChanged 40
		SP:Iteration 28Q (15158.790000 sec): 3 clusters
  Score: Raw -4389242.406064 + Penalty 3420.687542 = -4385821.718522
  nChanged 41
		SP:Iteration 29Q (15158.860000 sec): 3 clusters
  Score: Raw -4389257.768902 + Penalty 3420.687542 = -4385837.081360
  nChanged 44
		SP:Iteration 30Q (15158.930000 sec): 3 clusters
  Score: Raw -4389274.025525 + Penalty 3420.687542 = -4385853.337983
  nChanged 41
		SP:Iteration 31Q (15159.000000 sec): 3 clusters
  Score: Raw -4389287.712287 + Penalty 3420.687542 = -4385867.024745
  nChanged 33
		SP:Iteration 32Q (15159.070000 sec): 3 clusters
  Score: Raw -4389298.211486 + Penalty 3420.687542 = -4385877.523945
  nChanged 24
		SP:Iteration 33Q (15159.140000 sec): 3 clusters
  Score: Raw -4389306.187171 + Penalty 3420.687542 = -4385885.499630
  nChanged 13
		SP:Iteration 34Q (15159.210000 sec): 3 clusters
  Score: Raw -4389309.134349 + Penalty 3420.687542 = -4385888.446807
  nChanged 13
		SP:Iteration 35Q (15159.280000 sec): 3 clusters
  Score: Raw -4389312.551517 + Penalty 3420.687542 = -4385891.863975
  nChanged 16
		SP:Iteration 36Q (15159.350000 sec): 3 clusters
  Score: Raw -4389316.939502 + Penalty 3420.687542 = -4385896.251961
  nChanged 15
		SP:Iteration 37Q (15159.420000 sec): 3 clusters
  Score: Raw -4389320.926664 + Penalty 3420.687542 = -4385900.239123
  nChanged 12
		SP:Iteration 38Q (15159.490000 sec): 3 clusters
  Score: Raw -4389323.048108 + Penalty 3420.687542 = -4385902.360566
  nChanged 9
		SP:Iteration 39Q (15159.560000 sec): 3 clusters
  Score: Raw -4389325.713338 + Penalty 3420.687542 = -4385905.025797
  nChanged 4
		SP:Iteration 40F (15159.650000 sec): 3 clusters
  Score: Raw -4389326.871056 + Penalty 3420.687542 = -4385906.183514
  nChanged 2
		SP:Iteration 41Q (15159.720000 sec): 3 clusters
  Score: Raw -4389327.404560 + Penalty 3420.687542 = -4385906.717019
  nChanged 1
		SP:Iteration 42Q (15159.790000 sec): 3 clusters
  Score: Raw -4389327.542631 + Penalty 3420.687542 = -4385906.855089
  nChanged 0
		SP:Iteration 43F (15159.890000 sec): 3 clusters
  Score: Raw -4389327.542631 + Penalty 3420.687542 = -4385906.855089
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15159.910000 sec): 2 clusters
  Score: Raw -71754.092464 + Penalty 1059.121582 = -70694.970882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15159.910000 sec): 3 clusters
  Score: Raw -71621.342627 + Penalty 2118.243164 = -69503.099463
  nChanged 181
		SP:Iteration 1F (15159.910000 sec): 3 clusters
  Score: Raw -71844.957422 + Penalty 2118.243164 = -69726.714258
  nChanged 44
		SP:Iteration 2F (15159.910000 sec): 3 clusters
  Score: Raw -71918.544130 + Penalty 2118.243164 = -69800.300966
  nChanged 35
		SP:Iteration 3F (15159.920000 sec): 3 clusters
  Score: Raw -71975.681679 + Penalty 2118.243164 = -69857.438516
  nChanged 26
		SP:Iteration 4Q (15159.920000 sec): 3 clusters
  Score: Raw -72019.354994 + Penalty 2118.243164 = -69901.111830
  nChanged 22
		SP:Iteration 5Q (15159.920000 sec): 3 clusters
  Score: Raw -72061.656477 + Penalty 2118.243164 = -69943.413314
  nChanged 16
		SP:Iteration 6Q (15159.920000 sec): 3 clusters
  Score: Raw -72092.733942 + Penalty 2118.243164 = -69974.490779
  nChanged 14
		SP:Iteration 7Q (15159.920000 sec): 3 clusters
  Score: Raw -72112.820387 + Penalty 2118.243164 = -69994.577223
  nChanged 8
		SP:Iteration 8Q (15159.930000 sec): 3 clusters
  Score: Raw -72124.838372 + Penalty 2118.243164 = -70006.595209
  nChanged 7
		SP:Iteration 9Q (15159.930000 sec): 3 clusters
  Score: Raw -72139.388174 + Penalty 2118.243164 = -70021.145011
  nChanged 11
		SP:Iteration 10Q (15159.930000 sec): 3 clusters
  Score: Raw -72163.368103 + Penalty 2118.243164 = -70045.124940
  nChanged 14
		SP:Iteration 11Q (15159.930000 sec): 3 clusters
  Score: Raw -72185.778723 + Penalty 2118.243164 = -70067.535559
  nChanged 11
		SP:Iteration 12Q (15159.930000 sec): 3 clusters
  Score: Raw -72200.623194 + Penalty 2118.243164 = -70082.380030
  nChanged 0
		SP:Iteration 13F (15159.930000 sec): 3 clusters
  Score: Raw -72200.623194 + Penalty 2118.243164 = -70082.380030
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 81 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15159.940000 sec): 2 clusters
  Score: Raw -15722.826094 + Penalty 830.698016 = -14892.128078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15159.940000 sec): 3 clusters
  Score: Raw -15963.694495 + Penalty 1661.396031 = -14302.298463
  nChanged 23
		SP:Iteration 1F (15159.940000 sec): 3 clusters
  Score: Raw -16051.099442 + Penalty 1661.396031 = -14389.703411
  nChanged 6
		SP:Iteration 2Q (15159.940000 sec): 3 clusters
  Score: Raw -16097.374529 + Penalty 1661.396031 = -14435.978498
  nChanged 0
		SP:Iteration 3F (15159.940000 sec): 3 clusters
  Score: Raw -16097.374529 + Penalty 1661.396031 = -14435.978498
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 82 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15159.950000 sec): 2 clusters
  Score: Raw -148008.946797 + Penalty 1171.757999 = -146837.188798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15159.950000 sec): 3 clusters
  Score: Raw -147526.641421 + Penalty 2343.515997 = -145183.125423
  nChanged 438
		SP:Iteration 1F (15159.950000 sec): 3 clusters
  Score: Raw -147924.541064 + Penalty 2343.515997 = -145581.025067
  nChanged 124
		SP:Iteration 2F (15159.960000 sec): 3 clusters
  Score: Raw -148104.930773 + Penalty 2343.515997 = -145761.414775
  nChanged 92
		SP:Iteration 3F (15159.960000 sec): 3 clusters
  Score: Raw -148242.612951 + Penalty 2343.515997 = -145899.096953
  nChanged 74
		SP:Iteration 4F (15159.970000 sec): 3 clusters
  Score: Raw -148411.422447 + Penalty 2343.515997 = -146067.906450
  nChanged 81
		SP:Iteration 5F (15159.970000 sec): 3 clusters
  Score: Raw -148563.411994 + Penalty 2343.515997 = -146219.895997
  nChanged 66
		SP:Iteration 6Q (15159.970000 sec): 3 clusters
  Score: Raw -148660.654056 + Penalty 2343.515997 = -146317.138058
  nChanged 42
		SP:Iteration 7Q (15159.970000 sec): 3 clusters
  Score: Raw -148714.920985 + Penalty 2343.515997 = -146371.404988
  nChanged 32
		SP:Iteration 8Q (15159.980000 sec): 3 clusters
  Score: Raw -148754.457232 + Penalty 2343.515997 = -146410.941235
  nChanged 20
		SP:Iteration 9Q (15159.980000 sec): 3 clusters
  Score: Raw -148776.579687 + Penalty 2343.515997 = -146433.063689
  nChanged 15
		SP:Iteration 10Q (15159.980000 sec): 3 clusters
  Score: Raw -148803.964432 + Penalty 2343.515997 = -146460.448435
  nChanged 11
		SP:Iteration 11Q (15159.990000 sec): 3 clusters
  Score: Raw -148820.080385 + Penalty 2343.515997 = -146476.564388
  nChanged 14
		SP:Iteration 12Q (15159.990000 sec): 3 clusters
  Score: Raw -148831.657955 + Penalty 2343.515997 = -146488.141958
  nChanged 5
		SP:Iteration 13Q (15159.990000 sec): 3 clusters
  Score: Raw -148834.923083 + Penalty 2343.515997 = -146491.407085
  nChanged 6
		SP:Iteration 14Q (15159.990000 sec): 3 clusters
  Score: Raw -148839.797987 + Penalty 2343.515997 = -146496.281990
  nChanged 9
		SP:Iteration 15Q (15160.000000 sec): 3 clusters
  Score: Raw -148849.465308 + Penalty 2343.515997 = -146505.949310
  nChanged 8
		SP:Iteration 16Q (15160.000000 sec): 3 clusters
  Score: Raw -148855.717493 + Penalty 2343.515997 = -146512.201496
  nChanged 4
		SP:Iteration 17Q (15160.010000 sec): 3 clusters
  Score: Raw -148859.670144 + Penalty 2343.515997 = -146516.154146
  nChanged 3
		SP:Iteration 18Q (15160.010000 sec): 3 clusters
  Score: Raw -148861.786990 + Penalty 2343.515997 = -146518.270993
  nChanged 0
		SP:Iteration 19F (15160.010000 sec): 3 clusters
  Score: Raw -148861.786990 + Penalty 2343.515997 = -146518.270993
  nChanged 0
Iteration 259Q (15196.110000 sec): 85 clusters
  Score: Raw -173905721.134422 + Penalty 194592.762353 = -173711128.372069
  nChanged 5414
Iteration 260F (15310.790000 sec): 85 clusters
  Score: Raw -173906792.220656 + Penalty 194592.762353 = -173712199.458303
  nChanged 4321
Iteration 261Q (15323.380000 sec): 85 clusters
  Score: Raw -173907280.571533 + Penalty 194592.762353 = -173712687.809180
  nChanged 2921
Iteration 262Q (15335.720000 sec): 85 clusters
  Score: Raw -173907553.526220 + Penalty 194592.762353 = -173712960.763867
  nChanged 2350
Iteration 263Q (15347.980000 sec): 85 clusters
  Score: Raw -173907750.042256 + Penalty 194592.762353 = -173713157.279903
  nChanged 1952
Iteration 264Q (15360.240000 sec): 85 clusters
  Score: Raw -173907898.195104 + Penalty 194592.762353 = -173713305.432751
  nChanged 1668
Iteration 265Q (15372.440000 sec): 85 clusters
  Score: Raw -173908017.974805 + Penalty 194592.762353 = -173713425.212452
  nChanged 1460
Iteration 266Q (15384.710000 sec): 85 clusters
  Score: Raw -173908113.033813 + Penalty 194592.762353 = -173713520.271460
  nChanged 1313
Iteration 267Q (15396.860000 sec): 85 clusters
  Score: Raw -173908192.490155 + Penalty 194592.762353 = -173713599.727802
  nChanged 1210
Iteration 268Q (15409.070000 sec): 85 clusters
  Score: Raw -173908263.554268 + Penalty 194592.762353 = -173713670.791915
  nChanged 1040
Iteration 269Q (15421.160000 sec): 85 clusters
  Score: Raw -173908324.668629 + Penalty 194592.762353 = -173713731.906276
  nChanged 953
Iteration 270Q (15433.240000 sec): 85 clusters
  Score: Raw -173908383.307343 + Penalty 194592.762353 = -173713790.544990
  nChanged 884
Iteration 271Q (15445.190000 sec): 85 clusters
  Score: Raw -173908446.557068 + Penalty 194592.762353 = -173713853.794715
  nChanged 792
Iteration 272Q (15457.220000 sec): 85 clusters
  Score: Raw -173908505.373028 + Penalty 194592.762353 = -173713912.610674
  nChanged 690
Iteration 273Q (15469.160000 sec): 85 clusters
  Score: Raw -173908569.859656 + Penalty 194592.762353 = -173713977.097302
  nChanged 622
Iteration 274Q (15481.180000 sec): 85 clusters
  Score: Raw -173908626.020569 + Penalty 194592.762353 = -173714033.258215
  nChanged 586
Iteration 275Q (15493.090000 sec): 85 clusters
  Score: Raw -173908667.778538 + Penalty 194592.762353 = -173714075.016184
  nChanged 538
Iteration 276Q (15505.110000 sec): 85 clusters
  Score: Raw -173908699.322658 + Penalty 194592.762353 = -173714106.560305
  nChanged 496
Iteration 277Q (15516.880000 sec): 85 clusters
  Score: Raw -173908731.378049 + Penalty 194592.762353 = -173714138.615696
  nChanged 465
Iteration 278Q (15528.590000 sec): 85 clusters
  Score: Raw -173908757.613336 + Penalty 194592.762353 = -173714164.850982
  nChanged 405
Iteration 279Q (15540.370000 sec): 85 clusters
  Score: Raw -173908779.368174 + Penalty 194592.762353 = -173714186.605821
  nChanged 378
Iteration 280F (15654.340000 sec): 85 clusters
  Score: Raw -173908846.554934 + Penalty 194592.762353 = -173714253.792581
  nChanged 377
Iteration 281Q (15666.070000 sec): 85 clusters
  Score: Raw -173908894.705832 + Penalty 194592.762353 = -173714301.943479
  nChanged 380
Iteration 282Q (15677.790000 sec): 85 clusters
  Score: Raw -173908921.850622 + Penalty 194592.762353 = -173714329.088269
  nChanged 383
Iteration 283Q (15689.670000 sec): 85 clusters
  Score: Raw -173908944.530941 + Penalty 194592.762353 = -173714351.768588
  nChanged 347
Iteration 284Q (15701.340000 sec): 85 clusters
  Score: Raw -173908962.033754 + Penalty 194592.762353 = -173714369.271400
  nChanged 337
Iteration 285Q (15713.060000 sec): 85 clusters
  Score: Raw -173908978.181412 + Penalty 194592.762353 = -173714385.419059
  nChanged 293
Iteration 286Q (15725.020000 sec): 85 clusters
  Score: Raw -173908992.281938 + Penalty 194592.762353 = -173714399.519585
  nChanged 274
Iteration 287Q (15736.750000 sec): 85 clusters
  Score: Raw -173909003.685408 + Penalty 194592.762353 = -173714410.923054
  nChanged 243
Iteration 288Q (15748.430000 sec): 85 clusters
  Score: Raw -173909012.712842 + Penalty 194592.762353 = -173714419.950489
  nChanged 231
Iteration 289Q (15760.130000 sec): 85 clusters
  Score: Raw -173909020.584721 + Penalty 194592.762353 = -173714427.822368
  nChanged 188
Iteration 290Q (15771.710000 sec): 85 clusters
  Score: Raw -173909028.270280 + Penalty 194592.762353 = -173714435.507927
  nChanged 206
Iteration 291Q (15783.250000 sec): 85 clusters
  Score: Raw -173909035.422669 + Penalty 194592.762353 = -173714442.660316
  nChanged 180
Iteration 292Q (15794.840000 sec): 85 clusters
  Score: Raw -173909041.962943 + Penalty 194592.762353 = -173714449.200590
  nChanged 169
Iteration 293Q (15806.420000 sec): 85 clusters
  Score: Raw -173909047.613080 + Penalty 194592.762353 = -173714454.850727
  nChanged 149
Iteration 294Q (15818.040000 sec): 85 clusters
  Score: Raw -173909052.195504 + Penalty 194592.762353 = -173714459.433151
  nChanged 126
Iteration 295Q (15830.120000 sec): 85 clusters
  Score: Raw -173909057.096634 + Penalty 194592.762353 = -173714464.334280
  nChanged 128
Iteration 296Q (15842.170000 sec): 85 clusters
  Score: Raw -173909061.245557 + Penalty 194592.762353 = -173714468.483203
  nChanged 113
Iteration 297Q (15853.870000 sec): 85 clusters
  Score: Raw -173909065.113312 + Penalty 194592.762353 = -173714472.350958
  nChanged 107
Iteration 298Q (15865.450000 sec): 85 clusters
  Score: Raw -173909068.389532 + Penalty 194592.762353 = -173714475.627179
  nChanged 108
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173909068.389532 + Penalty 194592.762353 = -173714475.627179
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15865.680000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15865.680000 sec): 3 clusters
  Score: Raw -23996.044902 + Penalty 1737.809947 = -22258.234955
  nChanged 25
		SP:Iteration 1F (15865.690000 sec): 3 clusters
  Score: Raw -24058.208053 + Penalty 1737.809947 = -22320.398106
  nChanged 2
		SP:Iteration 2Q (15865.690000 sec): 3 clusters
  Score: Raw -24066.383056 + Penalty 1737.809947 = -22328.573108
  nChanged 0
		SP:Iteration 3F (15865.690000 sec): 3 clusters
  Score: Raw -24066.383056 + Penalty 1737.809947 = -22328.573108
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (4201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15865.720000 sec): 2 clusters
  Score: Raw -444945.223530 + Penalty 1355.750154 = -443589.473376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15865.730000 sec): 3 clusters
  Score: Raw -442869.547893 + Penalty 2711.500308 = -440158.047584
  nChanged 1690
		SP:Iteration 1F (15865.740000 sec): 3 clusters
  Score: Raw -443868.253934 + Penalty 2711.500308 = -441156.753626
  nChanged 334
		SP:Iteration 2F (15865.750000 sec): 3 clusters
  Score: Raw -444135.189108 + Penalty 2711.500308 = -441423.688800
  nChanged 293
		SP:Iteration 3F (15865.760000 sec): 3 clusters
  Score: Raw -444367.972220 + Penalty 2711.500308 = -441656.471912
  nChanged 270
		SP:Iteration 4F (15865.770000 sec): 3 clusters
  Score: Raw -444575.119215 + Penalty 2711.500308 = -441863.618907
  nChanged 215
		SP:Iteration 5F (15865.780000 sec): 3 clusters
  Score: Raw -444733.867026 + Penalty 2711.500308 = -442022.366717
  nChanged 181
		SP:Iteration 6Q (15865.790000 sec): 3 clusters
  Score: Raw -444871.495071 + Penalty 2711.500308 = -442159.994763
  nChanged 158
		SP:Iteration 7Q (15865.800000 sec): 3 clusters
  Score: Raw -445002.770357 + Penalty 2711.500308 = -442291.270049
  nChanged 137
		SP:Iteration 8Q (15865.810000 sec): 3 clusters
  Score: Raw -445075.978430 + Penalty 2711.500308 = -442364.478121
  nChanged 79
		SP:Iteration 9Q (15865.820000 sec): 3 clusters
  Score: Raw -445115.560575 + Penalty 2711.500308 = -442404.060266
  nChanged 69
		SP:Iteration 10Q (15865.840000 sec): 3 clusters
  Score: Raw -445147.665876 + Penalty 2711.500308 = -442436.165567
  nChanged 63
		SP:Iteration 11Q (15865.850000 sec): 3 clusters
  Score: Raw -445177.921827 + Penalty 2711.500308 = -442466.421519
  nChanged 57
		SP:Iteration 12Q (15865.860000 sec): 3 clusters
  Score: Raw -445203.942714 + Penalty 2711.500308 = -442492.442406
  nChanged 50
		SP:Iteration 13Q (15865.870000 sec): 3 clusters
  Score: Raw -445224.072489 + Penalty 2711.500308 = -442512.572180
  nChanged 33
		SP:Iteration 14Q (15865.880000 sec): 3 clusters
  Score: Raw -445236.878494 + Penalty 2711.500308 = -442525.378186
  nChanged 31
		SP:Iteration 15Q (15865.900000 sec): 3 clusters
  Score: Raw -445251.528424 + Penalty 2711.500308 = -442540.028116
  nChanged 24
		SP:Iteration 16Q (15865.910000 sec): 3 clusters
  Score: Raw -445260.878576 + Penalty 2711.500308 = -442549.378268
  nChanged 18
		SP:Iteration 17Q (15865.920000 sec): 3 clusters
  Score: Raw -445267.927954 + Penalty 2711.500308 = -442556.427646
  nChanged 17
		SP:Iteration 18Q (15865.930000 sec): 3 clusters
  Score: Raw -445273.816469 + Penalty 2711.500308 = -442562.316161
  nChanged 14
		SP:Iteration 19Q (15865.940000 sec): 3 clusters
  Score: Raw -445279.447889 + Penalty 2711.500308 = -442567.947581
  nChanged 12
		SP:Iteration 20F (15865.950000 sec): 3 clusters
  Score: Raw -445283.144891 + Penalty 2711.500308 = -442571.644583
  nChanged 8
		SP:Iteration 21Q (15865.960000 sec): 3 clusters
  Score: Raw -445285.712857 + Penalty 2711.500308 = -442574.212549
  nChanged 5
		SP:Iteration 22Q (15865.970000 sec): 3 clusters
  Score: Raw -445287.003335 + Penalty 2711.500308 = -442575.503027
  nChanged 4
		SP:Iteration 23Q (15865.980000 sec): 3 clusters
  Score: Raw -445288.167648 + Penalty 2711.500308 = -442576.667339
  nChanged 3
		SP:Iteration 24Q (15865.990000 sec): 3 clusters
  Score: Raw -445289.026930 + Penalty 2711.500308 = -442577.526622
  nChanged 2
		SP:Iteration 25Q (15866.000000 sec): 3 clusters
  Score: Raw -445289.382693 + Penalty 2711.500308 = -442577.882385
  nChanged 3
		SP:Iteration 26Q (15866.020000 sec): 3 clusters
  Score: Raw -445290.135259 + Penalty 2711.500308 = -442578.634951
  nChanged 3
		SP:Iteration 27Q (15866.030000 sec): 3 clusters
  Score: Raw -445290.618603 + Penalty 2711.500308 = -442579.118295
  nChanged 1
		SP:Iteration 28Q (15866.040000 sec): 3 clusters
  Score: Raw -445290.798979 + Penalty 2711.500308 = -442579.298670
  nChanged 1
		SP:Iteration 29Q (15866.050000 sec): 3 clusters
  Score: Raw -445290.943769 + Penalty 2711.500308 = -442579.443460
  nChanged 0
		SP:Iteration 30F (15866.060000 sec): 3 clusters
  Score: Raw -445290.943769 + Penalty 2711.500308 = -442579.443460
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (27656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15866.160000 sec): 2 clusters
  Score: Raw -2955701.764142 + Penalty 1661.984672 = -2954039.779470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15866.230000 sec): 3 clusters
  Score: Raw -2938615.220992 + Penalty 3323.969344 = -2935291.251648
  nChanged 12768
		SP:Iteration 1F (15866.300000 sec): 3 clusters
  Score: Raw -2946110.557157 + Penalty 3323.969344 = -2942786.587813
  nChanged 1599
		SP:Iteration 2F (15866.370000 sec): 3 clusters
  Score: Raw -2946772.563577 + Penalty 3323.969344 = -2943448.594233
  nChanged 1462
		SP:Iteration 3F (15866.440000 sec): 3 clusters
  Score: Raw -2947382.798796 + Penalty 3323.969344 = -2944058.829452
  nChanged 1409
		SP:Iteration 4F (15866.510000 sec): 3 clusters
  Score: Raw -2947963.438097 + Penalty 3323.969344 = -2944639.468753
  nChanged 1294
		SP:Iteration 5Q (15866.580000 sec): 3 clusters
  Score: Raw -2948494.721042 + Penalty 3323.969344 = -2945170.751698
  nChanged 1205
		SP:Iteration 6Q (15866.650000 sec): 3 clusters
  Score: Raw -2949001.095728 + Penalty 3323.969344 = -2945677.126384
  nChanged 1158
		SP:Iteration 7Q (15866.730000 sec): 3 clusters
  Score: Raw -2949472.171409 + Penalty 3323.969344 = -2946148.202065
  nChanged 1117
		SP:Iteration 8Q (15866.800000 sec): 3 clusters
  Score: Raw -2949953.477554 + Penalty 3323.969344 = -2946629.508210
  nChanged 1040
		SP:Iteration 9Q (15866.870000 sec): 3 clusters
  Score: Raw -2950439.806513 + Penalty 3323.969344 = -2947115.837169
  nChanged 1029
		SP:Iteration 10Q (15866.940000 sec): 3 clusters
  Score: Raw -2950954.000323 + Penalty 3323.969344 = -2947630.030979
  nChanged 1015
		SP:Iteration 11Q (15867.010000 sec): 3 clusters
  Score: Raw -2951470.913015 + Penalty 3323.969344 = -2948146.943671
  nChanged 979
		SP:Iteration 12Q (15867.080000 sec): 3 clusters
  Score: Raw -2951993.079366 + Penalty 3323.969344 = -2948669.110022
  nChanged 904
		SP:Iteration 13Q (15867.150000 sec): 3 clusters
  Score: Raw -2952463.644023 + Penalty 3323.969344 = -2949139.674679
  nChanged 783
		SP:Iteration 14Q (15867.230000 sec): 3 clusters
  Score: Raw -2952831.574329 + Penalty 3323.969344 = -2949507.604985
  nChanged 688
		SP:Iteration 15Q (15867.290000 sec): 3 clusters
  Score: Raw -2953099.608242 + Penalty 3323.969344 = -2949775.638898
  nChanged 501
		SP:Iteration 16Q (15867.360000 sec): 3 clusters
  Score: Raw -2953258.143361 + Penalty 3323.969344 = -2949934.174017
  nChanged 423
		SP:Iteration 17Q (15867.430000 sec): 3 clusters
  Score: Raw -2953389.975627 + Penalty 3323.969344 = -2950066.006283
  nChanged 349
		SP:Iteration 18Q (15867.490000 sec): 3 clusters
  Score: Raw -2953491.921790 + Penalty 3323.969344 = -2950167.952446
  nChanged 307
		SP:Iteration 19Q (15867.560000 sec): 3 clusters
  Score: Raw -2953568.096611 + Penalty 3323.969344 = -2950244.127267
  nChanged 274
		SP:Iteration 20F (15867.630000 sec): 3 clusters
  Score: Raw -2953632.265442 + Penalty 3323.969344 = -2950308.296098
  nChanged 243
		SP:Iteration 21Q (15867.690000 sec): 3 clusters
  Score: Raw -2953689.138338 + Penalty 3323.969344 = -2950365.168994
  nChanged 228
		SP:Iteration 22Q (15867.760000 sec): 3 clusters
  Score: Raw -2953743.049527 + Penalty 3323.969344 = -2950419.080183
  nChanged 235
		SP:Iteration 23Q (15867.830000 sec): 3 clusters
  Score: Raw -2953800.868341 + Penalty 3323.969344 = -2950476.898997
  nChanged 222
		SP:Iteration 24Q (15867.900000 sec): 3 clusters
  Score: Raw -2953850.129255 + Penalty 3323.969344 = -2950526.159911
  nChanged 217
		SP:Iteration 25Q (15867.970000 sec): 3 clusters
  Score: Raw -2953900.009016 + Penalty 3323.969344 = -2950576.039672
  nChanged 219
		SP:Iteration 26Q (15868.030000 sec): 3 clusters
  Score: Raw -2953944.648949 + Penalty 3323.969344 = -2950620.679605
  nChanged 207
		SP:Iteration 27Q (15868.100000 sec): 3 clusters
  Score: Raw -2953985.762454 + Penalty 3323.969344 = -2950661.793110
  nChanged 187
		SP:Iteration 28Q (15868.170000 sec): 3 clusters
  Score: Raw -2954019.364205 + Penalty 3323.969344 = -2950695.394861
  nChanged 179
		SP:Iteration 29Q (15868.240000 sec): 3 clusters
  Score: Raw -2954051.383574 + Penalty 3323.969344 = -2950727.414230
  nChanged 182
		SP:Iteration 30Q (15868.310000 sec): 3 clusters
  Score: Raw -2954083.756538 + Penalty 3323.969344 = -2950759.787194
  nChanged 160
		SP:Iteration 31Q (15868.370000 sec): 3 clusters
  Score: Raw -2954114.614522 + Penalty 3323.969344 = -2950790.645178
  nChanged 177
		SP:Iteration 32Q (15868.430000 sec): 3 clusters
  Score: Raw -2954149.793299 + Penalty 3323.969344 = -2950825.823955
  nChanged 165
		SP:Iteration 33Q (15868.500000 sec): 3 clusters
  Score: Raw -2954184.516656 + Penalty 3323.969344 = -2950860.547312
  nChanged 167
		SP:Iteration 34Q (15868.570000 sec): 3 clusters
  Score: Raw -2954214.690137 + Penalty 3323.969344 = -2950890.720793
  nChanged 151
		SP:Iteration 35Q (15868.630000 sec): 3 clusters
  Score: Raw -2954238.873006 + Penalty 3323.969344 = -2950914.903662
  nChanged 134
		SP:Iteration 36Q (15868.690000 sec): 3 clusters
  Score: Raw -2954259.843266 + Penalty 3323.969344 = -2950935.873922
  nChanged 136
		SP:Iteration 37Q (15868.750000 sec): 3 clusters
  Score: Raw -2954283.099957 + Penalty 3323.969344 = -2950959.130613
  nChanged 133
		SP:Iteration 38Q (15868.810000 sec): 3 clusters
  Score: Raw -2954306.196780 + Penalty 3323.969344 = -2950982.227436
  nChanged 160
		SP:Iteration 39Q (15868.880000 sec): 3 clusters
  Score: Raw -2954336.562788 + Penalty 3323.969344 = -2951012.593444
  nChanged 152
		SP:Iteration 40F (15868.950000 sec): 3 clusters
  Score: Raw -2954368.517744 + Penalty 3323.969344 = -2951044.548400
  nChanged 165
		SP:Iteration 41Q (15869.010000 sec): 3 clusters
  Score: Raw -2954399.447018 + Penalty 3323.969344 = -2951075.477674
  nChanged 158
		SP:Iteration 42Q (15869.080000 sec): 3 clusters
  Score: Raw -2954428.563500 + Penalty 3323.969344 = -2951104.594156
  nChanged 171
		SP:Iteration 43Q (15869.150000 sec): 3 clusters
  Score: Raw -2954467.323961 + Penalty 3323.969344 = -2951143.354617
  nChanged 189
		SP:Iteration 44Q (15869.210000 sec): 3 clusters
  Score: Raw -2954512.838942 + Penalty 3323.969344 = -2951188.869598
  nChanged 206
		SP:Iteration 45Q (15869.270000 sec): 3 clusters
  Score: Raw -2954567.960156 + Penalty 3323.969344 = -2951243.990812
  nChanged 237
		SP:Iteration 46Q (15869.330000 sec): 3 clusters
  Score: Raw -2954644.165244 + Penalty 3323.969344 = -2951320.195900
  nChanged 270
		SP:Iteration 47Q (15869.390000 sec): 3 clusters
  Score: Raw -2954739.154926 + Penalty 3323.969344 = -2951415.185582
  nChanged 292
		SP:Iteration 48Q (15869.450000 sec): 3 clusters
  Score: Raw -2954842.121354 + Penalty 3323.969344 = -2951518.152010
  nChanged 281
		SP:Iteration 49Q (15869.510000 sec): 3 clusters
  Score: Raw -2954936.235628 + Penalty 3323.969344 = -2951612.266284
  nChanged 273
		SP:Iteration 50Q (15869.570000 sec): 3 clusters
  Score: Raw -2955036.520726 + Penalty 3323.969344 = -2951712.551382
  nChanged 263
		SP:Iteration 51Q (15869.630000 sec): 3 clusters
  Score: Raw -2955132.251052 + Penalty 3323.969344 = -2951808.281708
  nChanged 266
		SP:Iteration 52Q (15869.690000 sec): 3 clusters
  Score: Raw -2955234.033854 + Penalty 3323.969344 = -2951910.064510
  nChanged 260
		SP:Iteration 53Q (15869.750000 sec): 3 clusters
  Score: Raw -2955335.779318 + Penalty 3323.969344 = -2952011.809974
  nChanged 249
		SP:Iteration 54Q (15869.810000 sec): 3 clusters
  Score: Raw -2955430.023312 + Penalty 3323.969344 = -2952106.053968
  nChanged 228
		SP:Iteration 55Q (15869.870000 sec): 3 clusters
  Score: Raw -2955516.258717 + Penalty 3323.969344 = -2952192.289373
  nChanged 224
		SP:Iteration 56Q (15869.930000 sec): 3 clusters
  Score: Raw -2955609.250881 + Penalty 3323.969344 = -2952285.281537
  nChanged 214
		SP:Iteration 57Q (15869.990000 sec): 3 clusters
  Score: Raw -2955705.450244 + Penalty 3323.969344 = -2952381.480900
  nChanged 211
		SP:Iteration 58Q (15870.040000 sec): 3 clusters
  Score: Raw -2955803.723406 + Penalty 3323.969344 = -2952479.754062
  nChanged 209
		SP:Iteration 59Q (15870.100000 sec): 3 clusters
  Score: Raw -2955906.131633 + Penalty 3323.969344 = -2952582.162289
  nChanged 201
		SP:Iteration 60F (15870.170000 sec): 3 clusters
  Score: Raw -2955998.308644 + Penalty 3323.969344 = -2952674.339300
  nChanged 167
		SP:Iteration 61Q (15870.220000 sec): 3 clusters
  Score: Raw -2956067.935325 + Penalty 3323.969344 = -2952743.965981
  nChanged 122
		SP:Iteration 62Q (15870.280000 sec): 3 clusters
  Score: Raw -2956125.545709 + Penalty 3323.969344 = -2952801.576365
  nChanged 116
		SP:Iteration 63Q (15870.330000 sec): 3 clusters
  Score: Raw -2956181.615252 + Penalty 3323.969344 = -2952857.645908
  nChanged 118
		SP:Iteration 64Q (15870.380000 sec): 3 clusters
  Score: Raw -2956237.880257 + Penalty 3323.969344 = -2952913.910913
  nChanged 108
		SP:Iteration 65Q (15870.430000 sec): 3 clusters
  Score: Raw -2956285.751880 + Penalty 3323.969344 = -2952961.782536
  nChanged 78
		SP:Iteration 66Q (15870.480000 sec): 3 clusters
  Score: Raw -2956330.929986 + Penalty 3323.969344 = -2953006.960642
  nChanged 98
		SP:Iteration 67Q (15870.530000 sec): 3 clusters
  Score: Raw -2956392.936680 + Penalty 3323.969344 = -2953068.967336
  nChanged 94
		SP:Iteration 68Q (15870.580000 sec): 3 clusters
  Score: Raw -2956451.271054 + Penalty 3323.969344 = -2953127.301710
  nChanged 77
		SP:Iteration 69Q (15870.630000 sec): 3 clusters
  Score: Raw -2956506.837988 + Penalty 3323.969344 = -2953182.868644
  nChanged 82
		SP:Iteration 70Q (15870.690000 sec): 3 clusters
  Score: Raw -2956560.811741 + Penalty 3323.969344 = -2953236.842397
  nChanged 64
		SP:Iteration 71Q (15870.740000 sec): 3 clusters
  Score: Raw -2956602.944997 + Penalty 3323.969344 = -2953278.975653
  nChanged 53
		SP:Iteration 72Q (15870.800000 sec): 3 clusters
  Score: Raw -2956636.591333 + Penalty 3323.969344 = -2953312.621989
  nChanged 60
		SP:Iteration 73Q (15870.860000 sec): 3 clusters
  Score: Raw -2956678.721690 + Penalty 3323.969344 = -2953354.752346
  nChanged 45
		SP:Iteration 74Q (15870.910000 sec): 3 clusters
  Score: Raw -2956710.789790 + Penalty 3323.969344 = -2953386.820446
  nChanged 44
		SP:Iteration 75Q (15870.970000 sec): 3 clusters
  Score: Raw -2956744.462134 + Penalty 3323.969344 = -2953420.492790
  nChanged 50
		SP:Iteration 76Q (15871.020000 sec): 3 clusters
  Score: Raw -2956787.378445 + Penalty 3323.969344 = -2953463.409101
  nChanged 44
		SP:Iteration 77Q (15871.070000 sec): 3 clusters
  Score: Raw -2956820.426375 + Penalty 3323.969344 = -2953496.457031
  nChanged 42
		SP:Iteration 78Q (15871.130000 sec): 3 clusters
  Score: Raw -2956852.221163 + Penalty 3323.969344 = -2953528.251819
  nChanged 36
		SP:Iteration 79Q (15871.180000 sec): 3 clusters
  Score: Raw -2956875.329706 + Penalty 3323.969344 = -2953551.360362
  nChanged 30
		SP:Iteration 80F (15871.260000 sec): 3 clusters
  Score: Raw -2956890.126126 + Penalty 3323.969344 = -2953566.156782
  nChanged 30
		SP:Iteration 81Q (15871.320000 sec): 3 clusters
  Score: Raw -2956907.432315 + Penalty 3323.969344 = -2953583.462971
  nChanged 32
		SP:Iteration 82Q (15871.370000 sec): 3 clusters
  Score: Raw -2956925.867883 + Penalty 3323.969344 = -2953601.898539
  nChanged 20
		SP:Iteration 83Q (15871.430000 sec): 3 clusters
  Score: Raw -2956934.147037 + Penalty 3323.969344 = -2953610.177693
  nChanged 22
		SP:Iteration 84Q (15871.490000 sec): 3 clusters
  Score: Raw -2956944.030153 + Penalty 3323.969344 = -2953620.060809
  nChanged 9
		SP:Iteration 85Q (15871.540000 sec): 3 clusters
  Score: Raw -2956947.624927 + Penalty 3323.969344 = -2953623.655583
  nChanged 7
		SP:Iteration 86Q (15871.600000 sec): 3 clusters
  Score: Raw -2956949.981972 + Penalty 3323.969344 = -2953626.012628
  nChanged 11
		SP:Iteration 87Q (15871.650000 sec): 3 clusters
  Score: Raw -2956953.650870 + Penalty 3323.969344 = -2953629.681526
  nChanged 8
		SP:Iteration 88Q (15871.710000 sec): 3 clusters
  Score: Raw -2956956.077059 + Penalty 3323.969344 = -2953632.107715
  nChanged 1
		SP:Iteration 89Q (15871.750000 sec): 3 clusters
  Score: Raw -2956956.525756 + Penalty 3323.969344 = -2953632.556412
  nChanged 3
		SP:Iteration 90Q (15871.810000 sec): 3 clusters
  Score: Raw -2956957.754051 + Penalty 3323.969344 = -2953633.784707
  nChanged 2
		SP:Iteration 91Q (15871.850000 sec): 3 clusters
  Score: Raw -2956958.288223 + Penalty 3323.969344 = -2953634.318879
  nChanged 3
		SP:Iteration 92Q (15871.900000 sec): 3 clusters
  Score: Raw -2956959.341683 + Penalty 3323.969344 = -2953635.372339
  nChanged 2
		SP:Iteration 93Q (15871.950000 sec): 3 clusters
  Score: Raw -2956959.966906 + Penalty 3323.969344 = -2953635.997562
  nChanged 1
		SP:Iteration 94Q (15872.000000 sec): 3 clusters
  Score: Raw -2956960.598703 + Penalty 3323.969344 = -2953636.629359
  nChanged 1
		SP:Iteration 95Q (15872.050000 sec): 3 clusters
  Score: Raw -2956960.939991 + Penalty 3323.969344 = -2953636.970647
  nChanged 2
		SP:Iteration 96Q (15872.110000 sec): 3 clusters
  Score: Raw -2956961.284003 + Penalty 3323.969344 = -2953637.314659
  nChanged 0
		SP:Iteration 97F (15872.180000 sec): 3 clusters
  Score: Raw -2956961.284003 + Penalty 3323.969344 = -2953637.314659
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15872.270000 sec): 2 clusters
  Score: Raw -3250963.627768 + Penalty 1662.711638 = -3249300.916131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15872.340000 sec): 3 clusters
  Score: Raw -3233905.596652 + Penalty 3325.423275 = -3230580.173377
  nChanged 12677
		SP:Iteration 1F (15872.410000 sec): 3 clusters
  Score: Raw -3241038.470903 + Penalty 3325.423275 = -3237713.047628
  nChanged 1282
		SP:Iteration 2Q (15872.480000 sec): 3 clusters
  Score: Raw -3241527.505844 + Penalty 3325.423275 = -3238202.082568
  nChanged 1306
		SP:Iteration 3Q (15872.560000 sec): 3 clusters
  Score: Raw -3242111.320923 + Penalty 3325.423275 = -3238785.897648
  nChanged 1413
		SP:Iteration 4F (15872.630000 sec): 3 clusters
  Score: Raw -3242869.172511 + Penalty 3325.423275 = -3239543.749235
  nChanged 1616
		SP:Iteration 5F (15872.700000 sec): 3 clusters
  Score: Raw -3243897.082045 + Penalty 3325.423275 = -3240571.658770
  nChanged 1823
		SP:Iteration 6F (15872.770000 sec): 3 clusters
  Score: Raw -3245273.194959 + Penalty 3325.423275 = -3241947.771683
  nChanged 1897
		SP:Iteration 7F (15872.840000 sec): 3 clusters
  Score: Raw -3246836.672026 + Penalty 3325.423275 = -3243511.248751
  nChanged 1694
		SP:Iteration 8F (15872.910000 sec): 3 clusters
  Score: Raw -3248263.040142 + Penalty 3325.423275 = -3244937.616867
  nChanged 1317
		SP:Iteration 9Q (15872.980000 sec): 3 clusters
  Score: Raw -3249379.667877 + Penalty 3325.423275 = -3246054.244602
  nChanged 915
		SP:Iteration 10Q (15873.040000 sec): 3 clusters
  Score: Raw -3250156.288096 + Penalty 3325.423275 = -3246830.864821
  nChanged 527
		SP:Iteration 11Q (15873.100000 sec): 3 clusters
  Score: Raw -3250606.461978 + Penalty 3325.423275 = -3247281.038702
  nChanged 297
		SP:Iteration 12Q (15873.160000 sec): 3 clusters
  Score: Raw -3250859.517938 + Penalty 3325.423275 = -3247534.094663
  nChanged 158
		SP:Iteration 13Q (15873.210000 sec): 3 clusters
  Score: Raw -3251012.342282 + Penalty 3325.423275 = -3247686.919007
  nChanged 101
		SP:Iteration 14Q (15873.260000 sec): 3 clusters
  Score: Raw -3251103.510906 + Penalty 3325.423275 = -3247778.087631
  nChanged 69
		SP:Iteration 15Q (15873.320000 sec): 3 clusters
  Score: Raw -3251163.668954 + Penalty 3325.423275 = -3247838.245679
  nChanged 40
		SP:Iteration 16Q (15873.370000 sec): 3 clusters
  Score: Raw -3251198.170972 + Penalty 3325.423275 = -3247872.747697
  nChanged 26
		SP:Iteration 17Q (15873.430000 sec): 3 clusters
  Score: Raw -3251216.293234 + Penalty 3325.423275 = -3247890.869959
  nChanged 21
		SP:Iteration 18Q (15873.470000 sec): 3 clusters
  Score: Raw -3251233.403199 + Penalty 3325.423275 = -3247907.979924
  nChanged 11
		SP:Iteration 19Q (15873.530000 sec): 3 clusters
  Score: Raw -3251241.207670 + Penalty 3325.423275 = -3247915.784395
  nChanged 4
		SP:Iteration 20F (15873.590000 sec): 3 clusters
  Score: Raw -3251245.314109 + Penalty 3325.423275 = -3247919.890834
  nChanged 6
		SP:Iteration 21Q (15873.650000 sec): 3 clusters
  Score: Raw -3251249.110570 + Penalty 3325.423275 = -3247923.687295
  nChanged 10
		SP:Iteration 22Q (15873.690000 sec): 3 clusters
  Score: Raw -3251255.622197 + Penalty 3325.423275 = -3247930.198922
  nChanged 5
		SP:Iteration 23Q (15873.740000 sec): 3 clusters
  Score: Raw -3251258.007175 + Penalty 3325.423275 = -3247932.583900
  nChanged 5
		SP:Iteration 24Q (15873.790000 sec): 3 clusters
  Score: Raw -3251261.809491 + Penalty 3325.423275 = -3247936.386216
  nChanged 3
		SP:Iteration 25Q (15873.840000 sec): 3 clusters
  Score: Raw -3251263.096740 + Penalty 3325.423275 = -3247937.673465
  nChanged 3
		SP:Iteration 26Q (15873.890000 sec): 3 clusters
  Score: Raw -3251265.468677 + Penalty 3325.423275 = -3247940.045402
  nChanged 1
		SP:Iteration 27Q (15873.940000 sec): 3 clusters
  Score: Raw -3251265.849177 + Penalty 3325.423275 = -3247940.425902
  nChanged 0
		SP:Iteration 28F (15874.010000 sec): 3 clusters
  Score: Raw -3251265.849177 + Penalty 3325.423275 = -3247940.425902
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (11029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15874.050000 sec): 2 clusters
  Score: Raw -1275591.471408 + Penalty 1512.596060 = -1274078.875348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15874.070000 sec): 3 clusters
  Score: Raw -1269237.540221 + Penalty 3025.192120 = -1266212.348101
  nChanged 4817
		SP:Iteration 1F (15874.100000 sec): 3 clusters
  Score: Raw -1271884.716921 + Penalty 3025.192120 = -1268859.524801
  nChanged 615
		SP:Iteration 2F (15874.130000 sec): 3 clusters
  Score: Raw -1272116.322505 + Penalty 3025.192120 = -1269091.130385
  nChanged 485
		SP:Iteration 3Q (15874.150000 sec): 3 clusters
  Score: Raw -1272295.967881 + Penalty 3025.192120 = -1269270.775761
  nChanged 429
		SP:Iteration 4Q (15874.180000 sec): 3 clusters
  Score: Raw -1272467.310000 + Penalty 3025.192120 = -1269442.117880
  nChanged 442
		SP:Iteration 5Q (15874.210000 sec): 3 clusters
  Score: Raw -1272673.312303 + Penalty 3025.192120 = -1269648.120183
  nChanged 497
		SP:Iteration 6Q (15874.230000 sec): 3 clusters
  Score: Raw -1272945.303945 + Penalty 3025.192120 = -1269920.111825
  nChanged 592
		SP:Iteration 7F (15874.260000 sec): 3 clusters
  Score: Raw -1273320.808758 + Penalty 3025.192120 = -1270295.616638
  nChanged 607
		SP:Iteration 8F (15874.290000 sec): 3 clusters
  Score: Raw -1273722.159960 + Penalty 3025.192120 = -1270696.967840
  nChanged 613
		SP:Iteration 9F (15874.310000 sec): 3 clusters
  Score: Raw -1274183.915943 + Penalty 3025.192120 = -1271158.723823
  nChanged 572
		SP:Iteration 10F (15874.340000 sec): 3 clusters
  Score: Raw -1274678.451395 + Penalty 3025.192120 = -1271653.259275
  nChanged 475
		SP:Iteration 11Q (15874.370000 sec): 3 clusters
  Score: Raw -1275104.305130 + Penalty 3025.192120 = -1272079.113010
  nChanged 297
		SP:Iteration 12Q (15874.390000 sec): 3 clusters
  Score: Raw -1275385.162224 + Penalty 3025.192120 = -1272359.970104
  nChanged 196
		SP:Iteration 13Q (15874.410000 sec): 3 clusters
  Score: Raw -1275573.546522 + Penalty 3025.192120 = -1272548.354402
  nChanged 89
		SP:Iteration 14Q (15874.430000 sec): 3 clusters
  Score: Raw -1275667.636279 + Penalty 3025.192120 = -1272642.444159
  nChanged 48
		SP:Iteration 15Q (15874.450000 sec): 3 clusters
  Score: Raw -1275729.261135 + Penalty 3025.192120 = -1272704.069015
  nChanged 28
		SP:Iteration 16Q (15874.470000 sec): 3 clusters
  Score: Raw -1275757.039188 + Penalty 3025.192120 = -1272731.847068
  nChanged 16
		SP:Iteration 17Q (15874.490000 sec): 3 clusters
  Score: Raw -1275774.134575 + Penalty 3025.192120 = -1272748.942455
  nChanged 12
		SP:Iteration 18Q (15874.510000 sec): 3 clusters
  Score: Raw -1275786.629911 + Penalty 3025.192120 = -1272761.437791
  nChanged 6
		SP:Iteration 19Q (15874.530000 sec): 3 clusters
  Score: Raw -1275790.464514 + Penalty 3025.192120 = -1272765.272394
  nChanged 4
		SP:Iteration 20F (15874.550000 sec): 3 clusters
  Score: Raw -1275794.620459 + Penalty 3025.192120 = -1272769.428339
  nChanged 3
		SP:Iteration 21Q (15874.570000 sec): 3 clusters
  Score: Raw -1275798.129563 + Penalty 3025.192120 = -1272772.937443
  nChanged 3
		SP:Iteration 22Q (15874.590000 sec): 3 clusters
  Score: Raw -1275801.990653 + Penalty 3025.192120 = -1272776.798533
  nChanged 6
		SP:Iteration 23Q (15874.610000 sec): 3 clusters
  Score: Raw -1275806.043230 + Penalty 3025.192120 = -1272780.851110
  nChanged 3
		SP:Iteration 24Q (15874.630000 sec): 3 clusters
  Score: Raw -1275808.568782 + Penalty 3025.192120 = -1272783.376661
  nChanged 3
		SP:Iteration 25Q (15874.650000 sec): 3 clusters
  Score: Raw -1275810.676637 + Penalty 3025.192120 = -1272785.484517
  nChanged 1
		SP:Iteration 26Q (15874.670000 sec): 3 clusters
  Score: Raw -1275811.053202 + Penalty 3025.192120 = -1272785.861082
  nChanged 0
		SP:Iteration 27F (15874.690000 sec): 3 clusters
  Score: Raw -1275811.053202 + Penalty 3025.192120 = -1272785.861082
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15874.710000 sec): 2 clusters
  Score: Raw -345347.044963 + Penalty 1310.911719 = -344036.133245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15874.720000 sec): 3 clusters
  Score: Raw -343840.173075 + Penalty 2621.823438 = -341218.349637
  nChanged 1194
		SP:Iteration 1F (15874.730000 sec): 3 clusters
  Score: Raw -344637.851654 + Penalty 2621.823438 = -342016.028216
  nChanged 285
		SP:Iteration 2F (15874.730000 sec): 3 clusters
  Score: Raw -344907.953169 + Penalty 2621.823438 = -342286.129731
  nChanged 233
		SP:Iteration 3F (15874.740000 sec): 3 clusters
  Score: Raw -345110.731620 + Penalty 2621.823438 = -342488.908182
  nChanged 200
		SP:Iteration 4F (15874.750000 sec): 3 clusters
  Score: Raw -345251.745881 + Penalty 2621.823438 = -342629.922444
  nChanged 148
		SP:Iteration 5Q (15874.750000 sec): 3 clusters
  Score: Raw -345375.934886 + Penalty 2621.823438 = -342754.111448
  nChanged 146
		SP:Iteration 6Q (15874.760000 sec): 3 clusters
  Score: Raw -345493.190499 + Penalty 2621.823438 = -342871.367061
  nChanged 122
		SP:Iteration 7Q (15874.770000 sec): 3 clusters
  Score: Raw -345587.707879 + Penalty 2621.823438 = -342965.884441
  nChanged 101
		SP:Iteration 8Q (15874.780000 sec): 3 clusters
  Score: Raw -345672.041488 + Penalty 2621.823438 = -343050.218050
  nChanged 101
		SP:Iteration 9Q (15874.780000 sec): 3 clusters
  Score: Raw -345744.878213 + Penalty 2621.823438 = -343123.054775
  nChanged 80
		SP:Iteration 10Q (15874.790000 sec): 3 clusters
  Score: Raw -345800.074056 + Penalty 2621.823438 = -343178.250618
  nChanged 70
		SP:Iteration 11Q (15874.800000 sec): 3 clusters
  Score: Raw -345842.147366 + Penalty 2621.823438 = -343220.323928
  nChanged 57
		SP:Iteration 12Q (15874.810000 sec): 3 clusters
  Score: Raw -345873.134076 + Penalty 2621.823438 = -343251.310638
  nChanged 47
		SP:Iteration 13Q (15874.810000 sec): 3 clusters
  Score: Raw -345901.199072 + Penalty 2621.823438 = -343279.375634
  nChanged 41
		SP:Iteration 14Q (15874.820000 sec): 3 clusters
  Score: Raw -345925.092333 + Penalty 2621.823438 = -343303.268895
  nChanged 31
		SP:Iteration 15Q (15874.830000 sec): 3 clusters
  Score: Raw -345938.946296 + Penalty 2621.823438 = -343317.122858
  nChanged 21
		SP:Iteration 16Q (15874.830000 sec): 3 clusters
  Score: Raw -345949.230183 + Penalty 2621.823438 = -343327.406745
  nChanged 20
		SP:Iteration 17Q (15874.840000 sec): 3 clusters
  Score: Raw -345958.426729 + Penalty 2621.823438 = -343336.603291
  nChanged 15
		SP:Iteration 18Q (15874.850000 sec): 3 clusters
  Score: Raw -345963.962936 + Penalty 2621.823438 = -343342.139498
  nChanged 11
		SP:Iteration 19Q (15874.850000 sec): 3 clusters
  Score: Raw -345970.193340 + Penalty 2621.823438 = -343348.369902
  nChanged 16
		SP:Iteration 20F (15874.860000 sec): 3 clusters
  Score: Raw -345976.559457 + Penalty 2621.823438 = -343354.736019
  nChanged 13
		SP:Iteration 21Q (15874.870000 sec): 3 clusters
  Score: Raw -345983.224406 + Penalty 2621.823438 = -343361.400968
  nChanged 13
		SP:Iteration 22Q (15874.880000 sec): 3 clusters
  Score: Raw -345988.547191 + Penalty 2621.823438 = -343366.723753
  nChanged 4
		SP:Iteration 23Q (15874.880000 sec): 3 clusters
  Score: Raw -345989.752980 + Penalty 2621.823438 = -343367.929542
  nChanged 6
		SP:Iteration 24Q (15874.890000 sec): 3 clusters
  Score: Raw -345991.937389 + Penalty 2621.823438 = -343370.113951
  nChanged 4
		SP:Iteration 25Q (15874.890000 sec): 3 clusters
  Score: Raw -345993.489743 + Penalty 2621.823438 = -343371.666305
  nChanged 2
		SP:Iteration 26Q (15874.900000 sec): 3 clusters
  Score: Raw -345994.264688 + Penalty 2621.823438 = -343372.441250
  nChanged 2
		SP:Iteration 27Q (15874.910000 sec): 3 clusters
  Score: Raw -345994.711756 + Penalty 2621.823438 = -343372.888318
  nChanged 3
		SP:Iteration 28Q (15874.910000 sec): 3 clusters
  Score: Raw -345995.924069 + Penalty 2621.823438 = -343374.100631
  nChanged 0
		SP:Iteration 29F (15874.920000 sec): 3 clusters
  Score: Raw -345995.924069 + Penalty 2621.823438 = -343374.100631
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (8015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15874.950000 sec): 2 clusters
  Score: Raw -860229.332751 + Penalty 1460.723886 = -858768.608865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15874.970000 sec): 3 clusters
  Score: Raw -855803.135764 + Penalty 2921.447771 = -852881.687992
  nChanged 3395
		SP:Iteration 1F (15874.990000 sec): 3 clusters
  Score: Raw -857713.563484 + Penalty 2921.447771 = -854792.115713
  nChanged 661
		SP:Iteration 2F (15875.010000 sec): 3 clusters
  Score: Raw -858199.267146 + Penalty 2921.447771 = -855277.819374
  nChanged 596
		SP:Iteration 3F (15875.030000 sec): 3 clusters
  Score: Raw -858687.399663 + Penalty 2921.447771 = -855765.951892
  nChanged 558
		SP:Iteration 4F (15875.050000 sec): 3 clusters
  Score: Raw -859176.603244 + Penalty 2921.447771 = -856255.155473
  nChanged 506
		SP:Iteration 5F (15875.070000 sec): 3 clusters
  Score: Raw -859591.960675 + Penalty 2921.447771 = -856670.512904
  nChanged 473
		SP:Iteration 6F (15875.090000 sec): 3 clusters
  Score: Raw -859951.490818 + Penalty 2921.447771 = -857030.043047
  nChanged 397
		SP:Iteration 7Q (15875.100000 sec): 3 clusters
  Score: Raw -860207.032722 + Penalty 2921.447771 = -857285.584951
  nChanged 295
		SP:Iteration 8Q (15875.120000 sec): 3 clusters
  Score: Raw -860388.903342 + Penalty 2921.447771 = -857467.455571
  nChanged 237
		SP:Iteration 9Q (15875.140000 sec): 3 clusters
  Score: Raw -860547.479028 + Penalty 2921.447771 = -857626.031257
  nChanged 211
		SP:Iteration 10Q (15875.160000 sec): 3 clusters
  Score: Raw -860693.376166 + Penalty 2921.447771 = -857771.928395
  nChanged 186
		SP:Iteration 11Q (15875.170000 sec): 3 clusters
  Score: Raw -860798.589122 + Penalty 2921.447771 = -857877.141350
  nChanged 169
		SP:Iteration 12Q (15875.190000 sec): 3 clusters
  Score: Raw -860920.070290 + Penalty 2921.447771 = -857998.622519
  nChanged 166
		SP:Iteration 13Q (15875.210000 sec): 3 clusters
  Score: Raw -861031.440378 + Penalty 2921.447771 = -858109.992607
  nChanged 167
		SP:Iteration 14Q (15875.230000 sec): 3 clusters
  Score: Raw -861118.863344 + Penalty 2921.447771 = -858197.415573
  nChanged 156
		SP:Iteration 15Q (15875.250000 sec): 3 clusters
  Score: Raw -861194.753504 + Penalty 2921.447771 = -858273.305733
  nChanged 111
		SP:Iteration 16Q (15875.260000 sec): 3 clusters
  Score: Raw -861247.302177 + Penalty 2921.447771 = -858325.854406
  nChanged 89
		SP:Iteration 17Q (15875.280000 sec): 3 clusters
  Score: Raw -861279.204209 + Penalty 2921.447771 = -858357.756438
  nChanged 75
		SP:Iteration 18Q (15875.300000 sec): 3 clusters
  Score: Raw -861305.091975 + Penalty 2921.447771 = -858383.644204
  nChanged 68
		SP:Iteration 19Q (15875.310000 sec): 3 clusters
  Score: Raw -861323.798764 + Penalty 2921.447771 = -858402.350993
  nChanged 50
		SP:Iteration 20F (15875.330000 sec): 3 clusters
  Score: Raw -861336.184197 + Penalty 2921.447771 = -858414.736426
  nChanged 37
		SP:Iteration 21Q (15875.350000 sec): 3 clusters
  Score: Raw -861345.767024 + Penalty 2921.447771 = -858424.319253
  nChanged 37
		SP:Iteration 22Q (15875.370000 sec): 3 clusters
  Score: Raw -861356.167743 + Penalty 2921.447771 = -858434.719971
  nChanged 27
		SP:Iteration 23Q (15875.390000 sec): 3 clusters
  Score: Raw -861365.411255 + Penalty 2921.447771 = -858443.963484
  nChanged 27
		SP:Iteration 24Q (15875.400000 sec): 3 clusters
  Score: Raw -861373.428640 + Penalty 2921.447771 = -858451.980868
  nChanged 28
		SP:Iteration 25Q (15875.420000 sec): 3 clusters
  Score: Raw -861378.856633 + Penalty 2921.447771 = -858457.408862
  nChanged 16
		SP:Iteration 26Q (15875.430000 sec): 3 clusters
  Score: Raw -861382.752925 + Penalty 2921.447771 = -858461.305154
  nChanged 16
		SP:Iteration 27Q (15875.450000 sec): 3 clusters
  Score: Raw -861386.796156 + Penalty 2921.447771 = -858465.348385
  nChanged 15
		SP:Iteration 28Q (15875.470000 sec): 3 clusters
  Score: Raw -861390.526596 + Penalty 2921.447771 = -858469.078825
  nChanged 18
		SP:Iteration 29Q (15875.490000 sec): 3 clusters
  Score: Raw -861395.592123 + Penalty 2921.447771 = -858474.144352
  nChanged 20
		SP:Iteration 30Q (15875.500000 sec): 3 clusters
  Score: Raw -861399.663877 + Penalty 2921.447771 = -858478.216106
  nChanged 15
		SP:Iteration 31Q (15875.520000 sec): 3 clusters
  Score: Raw -861402.661989 + Penalty 2921.447771 = -858481.214218
  nChanged 10
		SP:Iteration 32Q (15875.540000 sec): 3 clusters
  Score: Raw -861405.050132 + Penalty 2921.447771 = -858483.602361
  nChanged 9
		SP:Iteration 33Q (15875.550000 sec): 3 clusters
  Score: Raw -861406.378603 + Penalty 2921.447771 = -858484.930832
  nChanged 10
		SP:Iteration 34Q (15875.570000 sec): 3 clusters
  Score: Raw -861408.828911 + Penalty 2921.447771 = -858487.381140
  nChanged 10
		SP:Iteration 35Q (15875.590000 sec): 3 clusters
  Score: Raw -861409.937307 + Penalty 2921.447771 = -858488.489536
  nChanged 6
		SP:Iteration 36Q (15875.600000 sec): 3 clusters
  Score: Raw -861410.654665 + Penalty 2921.447771 = -858489.206894
  nChanged 4
		SP:Iteration 37Q (15875.620000 sec): 3 clusters
  Score: Raw -861411.079484 + Penalty 2921.447771 = -858489.631713
  nChanged 5
		SP:Iteration 38Q (15875.640000 sec): 3 clusters
  Score: Raw -861411.998158 + Penalty 2921.447771 = -858490.550387
  nChanged 5
		SP:Iteration 39Q (15875.650000 sec): 3 clusters
  Score: Raw -861413.095113 + Penalty 2921.447771 = -858491.647342
  nChanged 10
		SP:Iteration 40F (15875.670000 sec): 3 clusters
  Score: Raw -861414.872280 + Penalty 2921.447771 = -858493.424509
  nChanged 8
		SP:Iteration 41Q (15875.690000 sec): 3 clusters
  Score: Raw -861416.272459 + Penalty 2921.447771 = -858494.824688
  nChanged 7
		SP:Iteration 42Q (15875.710000 sec): 3 clusters
  Score: Raw -861417.063694 + Penalty 2921.447771 = -858495.615923
  nChanged 1
		SP:Iteration 43Q (15875.720000 sec): 3 clusters
  Score: Raw -861417.141163 + Penalty 2921.447771 = -858495.693392
  nChanged 1
		SP:Iteration 44Q (15875.740000 sec): 3 clusters
  Score: Raw -861417.332346 + Penalty 2921.447771 = -858495.884575
  nChanged 2
		SP:Iteration 45Q (15875.760000 sec): 3 clusters
  Score: Raw -861417.763853 + Penalty 2921.447771 = -858496.316082
  nChanged 1
		SP:Iteration 46Q (15875.770000 sec): 3 clusters
  Score: Raw -861417.810229 + Penalty 2921.447771 = -858496.362458
  nChanged 0
		SP:Iteration 47F (15875.790000 sec): 3 clusters
  Score: Raw -861417.810229 + Penalty 2921.447771 = -858496.362458
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15875.910000 sec): 2 clusters
  Score: Raw -4894120.285015 + Penalty 1727.394153 = -4892392.890862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15876.010000 sec): 3 clusters
  Score: Raw -4868066.741835 + Penalty 3454.788306 = -4864611.953529
  nChanged 19351
		SP:Iteration 1F (15876.120000 sec): 3 clusters
  Score: Raw -4879699.035777 + Penalty 3454.788306 = -4876244.247471
  nChanged 2400
		SP:Iteration 2F (15876.230000 sec): 3 clusters
  Score: Raw -4880819.573987 + Penalty 3454.788306 = -4877364.785681
  nChanged 2634
		SP:Iteration 3F (15876.330000 sec): 3 clusters
  Score: Raw -4882334.333141 + Penalty 3454.788306 = -4878879.544835
  nChanged 2988
		SP:Iteration 4F (15876.430000 sec): 3 clusters
  Score: Raw -4884334.740995 + Penalty 3454.788306 = -4880879.952689
  nChanged 3074
		SP:Iteration 5F (15876.540000 sec): 3 clusters
  Score: Raw -4886688.676987 + Penalty 3454.788306 = -4883233.888682
  nChanged 2852
		SP:Iteration 6F (15876.640000 sec): 3 clusters
  Score: Raw -4888969.886195 + Penalty 3454.788306 = -4885515.097889
  nChanged 2294
		SP:Iteration 7F (15876.750000 sec): 3 clusters
  Score: Raw -4890861.285083 + Penalty 3454.788306 = -4887406.496777
  nChanged 1645
		SP:Iteration 8Q (15876.850000 sec): 3 clusters
  Score: Raw -4892209.623835 + Penalty 3454.788306 = -4888754.835529
  nChanged 1065
		SP:Iteration 9Q (15876.950000 sec): 3 clusters
  Score: Raw -4893064.546213 + Penalty 3454.788306 = -4889609.757907
  nChanged 639
		SP:Iteration 10Q (15877.050000 sec): 3 clusters
  Score: Raw -4893604.689825 + Penalty 3454.788306 = -4890149.901519
  nChanged 349
		SP:Iteration 11Q (15877.150000 sec): 3 clusters
  Score: Raw -4893917.937332 + Penalty 3454.788306 = -4890463.149027
  nChanged 167
		SP:Iteration 12Q (15877.240000 sec): 3 clusters
  Score: Raw -4894061.257980 + Penalty 3454.788306 = -4890606.469674
  nChanged 86
		SP:Iteration 13Q (15877.330000 sec): 3 clusters
  Score: Raw -4894141.832789 + Penalty 3454.788306 = -4890687.044483
  nChanged 52
		SP:Iteration 14Q (15877.410000 sec): 3 clusters
  Score: Raw -4894192.005195 + Penalty 3454.788306 = -4890737.216889
  nChanged 40
		SP:Iteration 15Q (15877.490000 sec): 3 clusters
  Score: Raw -4894232.932567 + Penalty 3454.788306 = -4890778.144261
  nChanged 28
		SP:Iteration 16Q (15877.570000 sec): 3 clusters
  Score: Raw -4894256.227440 + Penalty 3454.788306 = -4890801.439134
  nChanged 13
		SP:Iteration 17Q (15877.650000 sec): 3 clusters
  Score: Raw -4894266.986459 + Penalty 3454.788306 = -4890812.198153
  nChanged 13
		SP:Iteration 18Q (15877.730000 sec): 3 clusters
  Score: Raw -4894277.307318 + Penalty 3454.788306 = -4890822.519013
  nChanged 7
		SP:Iteration 19Q (15877.810000 sec): 3 clusters
  Score: Raw -4894284.608742 + Penalty 3454.788306 = -4890829.820436
  nChanged 6
		SP:Iteration 20F (15877.910000 sec): 3 clusters
  Score: Raw -4894291.266320 + Penalty 3454.788306 = -4890836.478014
  nChanged 3
		SP:Iteration 21Q (15877.990000 sec): 3 clusters
  Score: Raw -4894293.530194 + Penalty 3454.788306 = -4890838.741888
  nChanged 2
		SP:Iteration 22Q (15878.070000 sec): 3 clusters
  Score: Raw -4894294.782540 + Penalty 3454.788306 = -4890839.994235
  nChanged 1
		SP:Iteration 23Q (15878.150000 sec): 3 clusters
  Score: Raw -4894296.205866 + Penalty 3454.788306 = -4890841.417561
  nChanged 1
		SP:Iteration 24Q (15878.220000 sec): 3 clusters
  Score: Raw -4894296.537319 + Penalty 3454.788306 = -4890841.749014
  nChanged 1
		SP:Iteration 25Q (15878.300000 sec): 3 clusters
  Score: Raw -4894298.667066 + Penalty 3454.788306 = -4890843.878760
  nChanged 3
		SP:Iteration 26Q (15878.370000 sec): 3 clusters
  Score: Raw -4894303.500743 + Penalty 3454.788306 = -4890848.712437
  nChanged 6
		SP:Iteration 27Q (15878.450000 sec): 3 clusters
  Score: Raw -4894310.996240 + Penalty 3454.788306 = -4890856.207935
  nChanged 5
		SP:Iteration 28Q (15878.530000 sec): 3 clusters
  Score: Raw -4894318.434947 + Penalty 3454.788306 = -4890863.646641
  nChanged 5
		SP:Iteration 29Q (15878.610000 sec): 3 clusters
  Score: Raw -4894324.137196 + Penalty 3454.788306 = -4890869.348890
  nChanged 5
		SP:Iteration 30Q (15878.680000 sec): 3 clusters
  Score: Raw -4894328.891284 + Penalty 3454.788306 = -4890874.102978
  nChanged 2
		SP:Iteration 31Q (15878.760000 sec): 3 clusters
  Score: Raw -4894330.412228 + Penalty 3454.788306 = -4890875.623922
  nChanged 0
		SP:Iteration 32F (15878.860000 sec): 3 clusters
  Score: Raw -4894330.412228 + Penalty 3454.788306 = -4890875.623922
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15878.890000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15878.890000 sec): 3 clusters
  Score: Raw -95462.689873 + Penalty 2187.192823 = -93275.497050
  nChanged 248
		SP:Iteration 1F (15878.890000 sec): 3 clusters
  Score: Raw -95703.097270 + Penalty 2187.192823 = -93515.904447
  nChanged 59
		SP:Iteration 2F (15878.890000 sec): 3 clusters
  Score: Raw -95788.761770 + Penalty 2187.192823 = -93601.568947
  nChanged 35
		SP:Iteration 3Q (15878.890000 sec): 3 clusters
  Score: Raw -95819.100627 + Penalty 2187.192823 = -93631.907804
  nChanged 18
		SP:Iteration 4Q (15878.900000 sec): 3 clusters
  Score: Raw -95836.330523 + Penalty 2187.192823 = -93649.137700
  nChanged 13
		SP:Iteration 5Q (15878.900000 sec): 3 clusters
  Score: Raw -95865.645160 + Penalty 2187.192823 = -93678.452337
  nChanged 12
		SP:Iteration 6Q (15878.900000 sec): 3 clusters
  Score: Raw -95883.009110 + Penalty 2187.192823 = -93695.816287
  nChanged 11
		SP:Iteration 7Q (15878.900000 sec): 3 clusters
  Score: Raw -95894.895895 + Penalty 2187.192823 = -93707.703072
  nChanged 10
		SP:Iteration 8Q (15878.910000 sec): 3 clusters
  Score: Raw -95908.795150 + Penalty 2187.192823 = -93721.602327
  nChanged 10
		SP:Iteration 9Q (15878.910000 sec): 3 clusters
  Score: Raw -95917.688775 + Penalty 2187.192823 = -93730.495952
  nChanged 6
		SP:Iteration 10Q (15878.910000 sec): 3 clusters
  Score: Raw -95924.380264 + Penalty 2187.192823 = -93737.187441
  nChanged 3
		SP:Iteration 11Q (15878.910000 sec): 3 clusters
  Score: Raw -95930.442082 + Penalty 2187.192823 = -93743.249259
  nChanged 4
		SP:Iteration 12Q (15878.910000 sec): 3 clusters
  Score: Raw -95936.878023 + Penalty 2187.192823 = -93749.685200
  nChanged 9
		SP:Iteration 13Q (15878.910000 sec): 3 clusters
  Score: Raw -95944.889167 + Penalty 2187.192823 = -93757.696344
  nChanged 10
		SP:Iteration 14Q (15878.920000 sec): 3 clusters
  Score: Raw -95955.374378 + Penalty 2187.192823 = -93768.181555
  nChanged 6
		SP:Iteration 15Q (15878.920000 sec): 3 clusters
  Score: Raw -95961.954746 + Penalty 2187.192823 = -93774.761924
  nChanged 10
		SP:Iteration 16Q (15878.920000 sec): 3 clusters
  Score: Raw -95970.284537 + Penalty 2187.192823 = -93783.091714
  nChanged 3
		SP:Iteration 17Q (15878.920000 sec): 3 clusters
  Score: Raw -95974.733161 + Penalty 2187.192823 = -93787.540338
  nChanged 4
		SP:Iteration 18Q (15878.930000 sec): 3 clusters
  Score: Raw -95976.466778 + Penalty 2187.192823 = -93789.273956
  nChanged 1
		SP:Iteration 19Q (15878.930000 sec): 3 clusters
  Score: Raw -95979.403680 + Penalty 2187.192823 = -93792.210857
  nChanged 2
		SP:Iteration 20F (15878.930000 sec): 3 clusters
  Score: Raw -95981.031064 + Penalty 2187.192823 = -93793.838241
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15878.930000 sec): 2 clusters
  Score: Raw -194654.329531 + Penalty 1201.305222 = -193453.024309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15878.940000 sec): 3 clusters
  Score: Raw -193995.997742 + Penalty 2402.610444 = -191593.387298
  nChanged 554
		SP:Iteration 1F (15878.940000 sec): 3 clusters
  Score: Raw -194371.350156 + Penalty 2402.610444 = -191968.739711
  nChanged 123
		SP:Iteration 2F (15878.950000 sec): 3 clusters
  Score: Raw -194455.450033 + Penalty 2402.610444 = -192052.839589
  nChanged 64
		SP:Iteration 3Q (15878.950000 sec): 3 clusters
  Score: Raw -194495.146946 + Penalty 2402.610444 = -192092.536502
  nChanged 39
		SP:Iteration 4Q (15878.950000 sec): 3 clusters
  Score: Raw -194515.178081 + Penalty 2402.610444 = -192112.567637
  nChanged 27
		SP:Iteration 5Q (15878.960000 sec): 3 clusters
  Score: Raw -194537.052767 + Penalty 2402.610444 = -192134.442323
  nChanged 26
		SP:Iteration 6Q (15878.960000 sec): 3 clusters
  Score: Raw -194550.839651 + Penalty 2402.610444 = -192148.229207
  nChanged 22
		SP:Iteration 7Q (15878.970000 sec): 3 clusters
  Score: Raw -194566.312016 + Penalty 2402.610444 = -192163.701572
  nChanged 20
		SP:Iteration 8Q (15878.970000 sec): 3 clusters
  Score: Raw -194579.270076 + Penalty 2402.610444 = -192176.659632
  nChanged 16
		SP:Iteration 9Q (15878.970000 sec): 3 clusters
  Score: Raw -194588.709514 + Penalty 2402.610444 = -192186.099070
  nChanged 12
		SP:Iteration 10Q (15878.980000 sec): 3 clusters
  Score: Raw -194595.848973 + Penalty 2402.610444 = -192193.238528
  nChanged 10
		SP:Iteration 11Q (15878.980000 sec): 3 clusters
  Score: Raw -194601.819995 + Penalty 2402.610444 = -192199.209550
  nChanged 4
		SP:Iteration 12Q (15878.990000 sec): 3 clusters
  Score: Raw -194603.512308 + Penalty 2402.610444 = -192200.901864
  nChanged 2
		SP:Iteration 13Q (15878.990000 sec): 3 clusters
  Score: Raw -194604.433207 + Penalty 2402.610444 = -192201.822762
  nChanged 1
		SP:Iteration 14Q (15878.990000 sec): 3 clusters
  Score: Raw -194605.431921 + Penalty 2402.610444 = -192202.821476
  nChanged 1
		SP:Iteration 15Q (15879.000000 sec): 3 clusters
  Score: Raw -194606.017128 + Penalty 2402.610444 = -192203.406684
  nChanged 2
		SP:Iteration 16Q (15879.000000 sec): 3 clusters
  Score: Raw -194606.424144 + Penalty 2402.610444 = -192203.813700
  nChanged 0
		SP:Iteration 17F (15879.010000 sec): 3 clusters
  Score: Raw -194606.424144 + Penalty 2402.610444 = -192203.813700
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15879.080000 sec): 2 clusters
  Score: Raw -2881455.148374 + Penalty 1641.989226 = -2879813.159148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15879.140000 sec): 3 clusters
  Score: Raw -2866549.563005 + Penalty 3283.978451 = -2863265.584554
  nChanged 11193
		SP:Iteration 1F (15879.200000 sec): 3 clusters
  Score: Raw -2872683.814087 + Penalty 3283.978451 = -2869399.835635
  nChanged 1184
		SP:Iteration 2Q (15879.260000 sec): 3 clusters
  Score: Raw -2873136.569729 + Penalty 3283.978451 = -2869852.591278
  nChanged 1177
		SP:Iteration 3Q (15879.330000 sec): 3 clusters
  Score: Raw -2873591.468324 + Penalty 3283.978451 = -2870307.489873
  nChanged 1214
		SP:Iteration 4Q (15879.390000 sec): 3 clusters
  Score: Raw -2874067.303967 + Penalty 3283.978451 = -2870783.325516
  nChanged 1207
		SP:Iteration 5Q (15879.450000 sec): 3 clusters
  Score: Raw -2874574.500651 + Penalty 3283.978451 = -2871290.522200
  nChanged 1192
		SP:Iteration 6Q (15879.510000 sec): 3 clusters
  Score: Raw -2875102.980997 + Penalty 3283.978451 = -2871819.002546
  nChanged 1175
		SP:Iteration 7Q (15879.570000 sec): 3 clusters
  Score: Raw -2875679.564508 + Penalty 3283.978451 = -2872395.586057
  nChanged 1177
		SP:Iteration 8Q (15879.630000 sec): 3 clusters
  Score: Raw -2876277.950387 + Penalty 3283.978451 = -2872993.971936
  nChanged 1132
		SP:Iteration 9Q (15879.690000 sec): 3 clusters
  Score: Raw -2876905.117867 + Penalty 3283.978451 = -2873621.139416
  nChanged 1134
		SP:Iteration 10Q (15879.750000 sec): 3 clusters
  Score: Raw -2877585.672613 + Penalty 3283.978451 = -2874301.694161
  nChanged 1089
		SP:Iteration 11Q (15879.810000 sec): 3 clusters
  Score: Raw -2878282.470716 + Penalty 3283.978451 = -2874998.492265
  nChanged 1034
		SP:Iteration 12Q (15879.870000 sec): 3 clusters
  Score: Raw -2878973.542420 + Penalty 3283.978451 = -2875689.563969
  nChanged 934
		SP:Iteration 13Q (15879.930000 sec): 3 clusters
  Score: Raw -2879682.619377 + Penalty 3283.978451 = -2876398.640926
  nChanged 848
		SP:Iteration 14Q (15879.990000 sec): 3 clusters
  Score: Raw -2880343.958776 + Penalty 3283.978451 = -2877059.980324
  nChanged 612
		SP:Iteration 15Q (15880.050000 sec): 3 clusters
  Score: Raw -2880838.195983 + Penalty 3283.978451 = -2877554.217532
  nChanged 418
		SP:Iteration 16Q (15880.110000 sec): 3 clusters
  Score: Raw -2881163.312024 + Penalty 3283.978451 = -2877879.333573
  nChanged 249
		SP:Iteration 17Q (15880.160000 sec): 3 clusters
  Score: Raw -2881361.278477 + Penalty 3283.978451 = -2878077.300026
  nChanged 144
		SP:Iteration 18Q (15880.210000 sec): 3 clusters
  Score: Raw -2881483.516861 + Penalty 3283.978451 = -2878199.538410
  nChanged 88
		SP:Iteration 19Q (15880.250000 sec): 3 clusters
  Score: Raw -2881557.345356 + Penalty 3283.978451 = -2878273.366905
  nChanged 43
		SP:Iteration 20F (15880.310000 sec): 3 clusters
  Score: Raw -2881593.594607 + Penalty 3283.978451 = -2878309.616155
  nChanged 40
		SP:Iteration 21Q (15880.360000 sec): 3 clusters
  Score: Raw -2881625.272483 + Penalty 3283.978451 = -2878341.294032
  nChanged 27
		SP:Iteration 22Q (15880.410000 sec): 3 clusters
  Score: Raw -2881647.603952 + Penalty 3283.978451 = -2878363.625501
  nChanged 20
		SP:Iteration 23Q (15880.450000 sec): 3 clusters
  Score: Raw -2881667.627178 + Penalty 3283.978451 = -2878383.648727
  nChanged 16
		SP:Iteration 24Q (15880.490000 sec): 3 clusters
  Score: Raw -2881680.224893 + Penalty 3283.978451 = -2878396.246442
  nChanged 16
		SP:Iteration 25Q (15880.540000 sec): 3 clusters
  Score: Raw -2881693.100868 + Penalty 3283.978451 = -2878409.122417
  nChanged 12
		SP:Iteration 26Q (15880.580000 sec): 3 clusters
  Score: Raw -2881702.071347 + Penalty 3283.978451 = -2878418.092896
  nChanged 6
		SP:Iteration 27Q (15880.630000 sec): 3 clusters
  Score: Raw -2881707.188863 + Penalty 3283.978451 = -2878423.210412
  nChanged 5
		SP:Iteration 28Q (15880.670000 sec): 3 clusters
  Score: Raw -2881710.290330 + Penalty 3283.978451 = -2878426.311879
  nChanged 6
		SP:Iteration 29Q (15880.710000 sec): 3 clusters
  Score: Raw -2881715.730995 + Penalty 3283.978451 = -2878431.752544
  nChanged 4
		SP:Iteration 30Q (15880.760000 sec): 3 clusters
  Score: Raw -2881718.115089 + Penalty 3283.978451 = -2878434.136638
  nChanged 4
		SP:Iteration 31Q (15880.800000 sec): 3 clusters
  Score: Raw -2881721.221505 + Penalty 3283.978451 = -2878437.243053
  nChanged 3
		SP:Iteration 32Q (15880.840000 sec): 3 clusters
  Score: Raw -2881724.279238 + Penalty 3283.978451 = -2878440.300787
  nChanged 3
		SP:Iteration 33Q (15880.890000 sec): 3 clusters
  Score: Raw -2881726.587148 + Penalty 3283.978451 = -2878442.608697
  nChanged 5
		SP:Iteration 34Q (15880.930000 sec): 3 clusters
  Score: Raw -2881729.008092 + Penalty 3283.978451 = -2878445.029641
  nChanged 2
		SP:Iteration 35Q (15880.970000 sec): 3 clusters
  Score: Raw -2881729.615169 + Penalty 3283.978451 = -2878445.636718
  nChanged 0
		SP:Iteration 36F (15881.030000 sec): 3 clusters
  Score: Raw -2881729.615169 + Penalty 3283.978451 = -2878445.636718
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15881.130000 sec): 2 clusters
  Score: Raw -4135521.332461 + Penalty 1701.553726 = -4133819.778735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15881.220000 sec): 3 clusters
  Score: Raw -4113724.471703 + Penalty 3403.107453 = -4110321.364251
  nChanged 16376
		SP:Iteration 1F (15881.310000 sec): 3 clusters
  Score: Raw -4122851.164179 + Penalty 3403.107453 = -4119448.056726
  nChanged 2021
		SP:Iteration 2F (15881.400000 sec): 3 clusters
  Score: Raw -4123803.846318 + Penalty 3403.107453 = -4120400.738865
  nChanged 2312
		SP:Iteration 3F (15881.490000 sec): 3 clusters
  Score: Raw -4125078.292803 + Penalty 3403.107453 = -4121675.185351
  nChanged 2467
		SP:Iteration 4F (15881.580000 sec): 3 clusters
  Score: Raw -4126547.751173 + Penalty 3403.107453 = -4123144.643720
  nChanged 2402
		SP:Iteration 5F (15881.670000 sec): 3 clusters
  Score: Raw -4127954.586371 + Penalty 3403.107453 = -4124551.478919
  nChanged 2129
		SP:Iteration 6F (15881.750000 sec): 3 clusters
  Score: Raw -4129115.738847 + Penalty 3403.107453 = -4125712.631394
  nChanged 1692
		SP:Iteration 7Q (15881.840000 sec): 3 clusters
  Score: Raw -4129940.200273 + Penalty 3403.107453 = -4126537.092821
  nChanged 1353
		SP:Iteration 8Q (15881.930000 sec): 3 clusters
  Score: Raw -4130612.600974 + Penalty 3403.107453 = -4127209.493522
  nChanged 1201
		SP:Iteration 9Q (15882.020000 sec): 3 clusters
  Score: Raw -4131239.041032 + Penalty 3403.107453 = -4127835.933579
  nChanged 1160
		SP:Iteration 10Q (15882.110000 sec): 3 clusters
  Score: Raw -4131930.989110 + Penalty 3403.107453 = -4128527.881657
  nChanged 1136
		SP:Iteration 11Q (15882.200000 sec): 3 clusters
  Score: Raw -4132706.369197 + Penalty 3403.107453 = -4129303.261745
  nChanged 1072
		SP:Iteration 12Q (15882.290000 sec): 3 clusters
  Score: Raw -4133556.353000 + Penalty 3403.107453 = -4130153.245547
  nChanged 876
		SP:Iteration 13Q (15882.380000 sec): 3 clusters
  Score: Raw -4134301.532180 + Penalty 3403.107453 = -4130898.424728
  nChanged 628
		SP:Iteration 14Q (15882.470000 sec): 3 clusters
  Score: Raw -4134870.445312 + Penalty 3403.107453 = -4131467.337859
  nChanged 384
		SP:Iteration 15Q (15882.550000 sec): 3 clusters
  Score: Raw -4135194.166933 + Penalty 3403.107453 = -4131791.059481
  nChanged 216
		SP:Iteration 16Q (15882.620000 sec): 3 clusters
  Score: Raw -4135374.307608 + Penalty 3403.107453 = -4131971.200155
  nChanged 146
		SP:Iteration 17Q (15882.700000 sec): 3 clusters
  Score: Raw -4135498.647496 + Penalty 3403.107453 = -4132095.540043
  nChanged 106
		SP:Iteration 18Q (15882.760000 sec): 3 clusters
  Score: Raw -4135580.080133 + Penalty 3403.107453 = -4132176.972680
  nChanged 68
		SP:Iteration 19Q (15882.830000 sec): 3 clusters
  Score: Raw -4135624.840470 + Penalty 3403.107453 = -4132221.733018
  nChanged 40
		SP:Iteration 20F (15882.920000 sec): 3 clusters
  Score: Raw -4135653.175694 + Penalty 3403.107453 = -4132250.068241
  nChanged 29
		SP:Iteration 21Q (15882.980000 sec): 3 clusters
  Score: Raw -4135674.572208 + Penalty 3403.107453 = -4132271.464755
  nChanged 30
		SP:Iteration 22Q (15883.050000 sec): 3 clusters
  Score: Raw -4135692.662095 + Penalty 3403.107453 = -4132289.554642
  nChanged 18
		SP:Iteration 23Q (15883.110000 sec): 3 clusters
  Score: Raw -4135706.142924 + Penalty 3403.107453 = -4132303.035471
  nChanged 16
		SP:Iteration 24Q (15883.170000 sec): 3 clusters
  Score: Raw -4135718.956994 + Penalty 3403.107453 = -4132315.849542
  nChanged 22
		SP:Iteration 25Q (15883.240000 sec): 3 clusters
  Score: Raw -4135732.163920 + Penalty 3403.107453 = -4132329.056467
  nChanged 14
		SP:Iteration 26Q (15883.300000 sec): 3 clusters
  Score: Raw -4135741.497015 + Penalty 3403.107453 = -4132338.389563
  nChanged 10
		SP:Iteration 27Q (15883.360000 sec): 3 clusters
  Score: Raw -4135749.491401 + Penalty 3403.107453 = -4132346.383948
  nChanged 6
		SP:Iteration 28Q (15883.430000 sec): 3 clusters
  Score: Raw -4135753.610621 + Penalty 3403.107453 = -4132350.503168
  nChanged 9
		SP:Iteration 29Q (15883.490000 sec): 3 clusters
  Score: Raw -4135759.442332 + Penalty 3403.107453 = -4132356.334879
  nChanged 5
		SP:Iteration 30Q (15883.560000 sec): 3 clusters
  Score: Raw -4135761.682689 + Penalty 3403.107453 = -4132358.575237
  nChanged 2
		SP:Iteration 31Q (15883.620000 sec): 3 clusters
  Score: Raw -4135763.571714 + Penalty 3403.107453 = -4132360.464261
  nChanged 3
		SP:Iteration 32Q (15883.680000 sec): 3 clusters
  Score: Raw -4135766.393086 + Penalty 3403.107453 = -4132363.285634
  nChanged 4
		SP:Iteration 33Q (15883.740000 sec): 3 clusters
  Score: Raw -4135769.315068 + Penalty 3403.107453 = -4132366.207615
  nChanged 3
		SP:Iteration 34Q (15883.810000 sec): 3 clusters
  Score: Raw -4135771.415483 + Penalty 3403.107453 = -4132368.308030
  nChanged 2
		SP:Iteration 35Q (15883.880000 sec): 3 clusters
  Score: Raw -4135773.441118 + Penalty 3403.107453 = -4132370.333665
  nChanged 3
		SP:Iteration 36Q (15883.940000 sec): 3 clusters
  Score: Raw -4135774.619087 + Penalty 3403.107453 = -4132371.511634
  nChanged 1
		SP:Iteration 37Q (15884.000000 sec): 3 clusters
  Score: Raw -4135775.580815 + Penalty 3403.107453 = -4132372.473362
  nChanged 2
		SP:Iteration 38Q (15884.060000 sec): 3 clusters
  Score: Raw -4135777.370451 + Penalty 3403.107453 = -4132374.262998
  nChanged 2
		SP:Iteration 39Q (15884.130000 sec): 3 clusters
  Score: Raw -4135778.689129 + Penalty 3403.107453 = -4132375.581677
  nChanged 0
		SP:Iteration 40F (15884.220000 sec): 3 clusters
  Score: Raw -4135778.689129 + Penalty 3403.107453 = -4132375.581677
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (138019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15884.620000 sec): 2 clusters
  Score: Raw -16107552.000443 + Penalty 1923.211328 = -16105628.789115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15885.000000 sec): 3 clusters
  Score: Raw -16016747.791947 + Penalty 3846.422657 = -16012901.369290
  nChanged 66597
		SP:Iteration 1F (15885.360000 sec): 3 clusters
  Score: Raw -16056580.291394 + Penalty 3846.422657 = -16052733.868737
  nChanged 5661
		SP:Iteration 2Q (15885.720000 sec): 3 clusters
  Score: Raw -16058543.775816 + Penalty 3846.422657 = -16054697.353159
  nChanged 6954
		SP:Iteration 3F (15886.070000 sec): 3 clusters
  Score: Raw -16061498.358749 + Penalty 3846.422657 = -16057651.936093
  nChanged 8424
		SP:Iteration 4F (15886.420000 sec): 3 clusters
  Score: Raw -16065632.074312 + Penalty 3846.422657 = -16061785.651655
  nChanged 8871
		SP:Iteration 5F (15886.790000 sec): 3 clusters
  Score: Raw -16070044.510512 + Penalty 3846.422657 = -16066198.087856
  nChanged 8539
		SP:Iteration 6F (15887.160000 sec): 3 clusters
  Score: Raw -16074027.750762 + Penalty 3846.422657 = -16070181.328106
  nChanged 7567
		SP:Iteration 7F (15887.540000 sec): 3 clusters
  Score: Raw -16077309.563240 + Penalty 3846.422657 = -16073463.140583
  nChanged 6378
		SP:Iteration 8Q (15887.920000 sec): 3 clusters
  Score: Raw -16079771.024092 + Penalty 3846.422657 = -16075924.601435
  nChanged 5314
		SP:Iteration 9Q (15888.300000 sec): 3 clusters
  Score: Raw -16081769.852706 + Penalty 3846.422657 = -16077923.430049
  nChanged 4785
		SP:Iteration 10Q (15888.680000 sec): 3 clusters
  Score: Raw -16083666.423596 + Penalty 3846.422657 = -16079820.000940
  nChanged 4772
		SP:Iteration 11Q (15889.050000 sec): 3 clusters
  Score: Raw -16085784.670800 + Penalty 3846.422657 = -16081938.248144
  nChanged 5048
		SP:Iteration 12Q (15889.410000 sec): 3 clusters
  Score: Raw -16088391.072820 + Penalty 3846.422657 = -16084544.650164
  nChanged 5407
		SP:Iteration 13Q (15889.760000 sec): 3 clusters
  Score: Raw -16091721.886951 + Penalty 3846.422657 = -16087875.464294
  nChanged 5426
		SP:Iteration 14Q (15890.120000 sec): 3 clusters
  Score: Raw -16095687.500747 + Penalty 3846.422657 = -16091841.078090
  nChanged 5132
		SP:Iteration 15Q (15890.480000 sec): 3 clusters
  Score: Raw -16100041.452119 + Penalty 3846.422657 = -16096195.029463
  nChanged 4021
		SP:Iteration 16Q (15890.850000 sec): 3 clusters
  Score: Raw -16103687.279418 + Penalty 3846.422657 = -16099840.856761
  nChanged 2440
		SP:Iteration 17Q (15891.190000 sec): 3 clusters
  Score: Raw -16105924.741945 + Penalty 3846.422657 = -16102078.319289
  nChanged 1179
		SP:Iteration 18Q (15891.500000 sec): 3 clusters
  Score: Raw -16106970.933134 + Penalty 3846.422657 = -16103124.510477
  nChanged 498
		SP:Iteration 19Q (15891.780000 sec): 3 clusters
  Score: Raw -16107446.990458 + Penalty 3846.422657 = -16103600.567801
  nChanged 199
		SP:Iteration 20F (15892.130000 sec): 3 clusters
  Score: Raw -16107651.419822 + Penalty 3846.422657 = -16103804.997165
  nChanged 104
		SP:Iteration 21Q (15892.380000 sec): 3 clusters
  Score: Raw -16107759.861751 + Penalty 3846.422657 = -16103913.439094
  nChanged 55
		SP:Iteration 22Q (15892.630000 sec): 3 clusters
  Score: Raw -16107805.438088 + Penalty 3846.422657 = -16103959.015432
  nChanged 30
		SP:Iteration 23Q (15892.870000 sec): 3 clusters
  Score: Raw -16107827.900791 + Penalty 3846.422657 = -16103981.478134
  nChanged 19
		SP:Iteration 24Q (15893.110000 sec): 3 clusters
  Score: Raw -16107841.546418 + Penalty 3846.422657 = -16103995.123761
  nChanged 9
		SP:Iteration 25Q (15893.370000 sec): 3 clusters
  Score: Raw -16107848.475301 + Penalty 3846.422657 = -16104002.052644
  nChanged 7
		SP:Iteration 26Q (15893.620000 sec): 3 clusters
  Score: Raw -16107853.347585 + Penalty 3846.422657 = -16104006.924928
  nChanged 5
		SP:Iteration 27Q (15893.870000 sec): 3 clusters
  Score: Raw -16107856.727557 + Penalty 3846.422657 = -16104010.304900
  nChanged 3
		SP:Iteration 28Q (15894.120000 sec): 3 clusters
  Score: Raw -16107860.138370 + Penalty 3846.422657 = -16104013.715713
  nChanged 4
		SP:Iteration 29Q (15894.360000 sec): 3 clusters
  Score: Raw -16107863.677619 + Penalty 3846.422657 = -16104017.254962
  nChanged 7
		SP:Iteration 30Q (15894.610000 sec): 3 clusters
  Score: Raw -16107868.756785 + Penalty 3846.422657 = -16104022.334129
  nChanged 6
		SP:Iteration 31Q (15894.860000 sec): 3 clusters
  Score: Raw -16107872.704944 + Penalty 3846.422657 = -16104026.282287
  nChanged 8
		SP:Iteration 32Q (15895.120000 sec): 3 clusters
  Score: Raw -16107878.346958 + Penalty 3846.422657 = -16104031.924302
  nChanged 6
		SP:Iteration 33Q (15895.370000 sec): 3 clusters
  Score: Raw -16107883.753118 + Penalty 3846.422657 = -16104037.330462
  nChanged 5
		SP:Iteration 34Q (15895.630000 sec): 3 clusters
  Score: Raw -16107888.686586 + Penalty 3846.422657 = -16104042.263930
  nChanged 7
		SP:Iteration 35Q (15895.880000 sec): 3 clusters
  Score: Raw -16107893.696114 + Penalty 3846.422657 = -16104047.273458
  nChanged 3
		SP:Iteration 36Q (15896.120000 sec): 3 clusters
  Score: Raw -16107897.050528 + Penalty 3846.422657 = -16104050.627871
  nChanged 2
		SP:Iteration 37Q (15896.380000 sec): 3 clusters
  Score: Raw -16107898.209784 + Penalty 3846.422657 = -16104051.787127
  nChanged 1
		SP:Iteration 38Q (15896.640000 sec): 3 clusters
  Score: Raw -16107898.828146 + Penalty 3846.422657 = -16104052.405490
  nChanged 1
		SP:Iteration 39Q (15896.900000 sec): 3 clusters
  Score: Raw -16107899.409726 + Penalty 3846.422657 = -16104052.987070
  nChanged 1
		SP:Iteration 40F (15897.260000 sec): 3 clusters
  Score: Raw -16107900.012477 + Penalty 3846.422657 = -16104053.589820
  nChanged 1
		SP:Iteration 41Q (15897.520000 sec): 3 clusters
  Score: Raw -16107900.727159 + Penalty 3846.422657 = -16104054.304503
  nChanged 0
		SP:Iteration 42F (15897.880000 sec): 3 clusters
  Score: Raw -16107900.727159 + Penalty 3846.422657 = -16104054.304503
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (2486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15897.960000 sec): 2 clusters
  Score: Raw -236017.840395 + Penalty 1270.494919 = -234747.345476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15897.970000 sec): 3 clusters
  Score: Raw -234953.939165 + Penalty 2540.989838 = -232412.949327
  nChanged 951
		SP:Iteration 1F (15897.980000 sec): 3 clusters
  Score: Raw -235667.026344 + Penalty 2540.989838 = -233126.036506
  nChanged 233
		SP:Iteration 2F (15897.980000 sec): 3 clusters
  Score: Raw -235917.288735 + Penalty 2540.989838 = -233376.298896
  nChanged 181
		SP:Iteration 3F (15897.990000 sec): 3 clusters
  Score: Raw -236107.267422 + Penalty 2540.989838 = -233566.277584
  nChanged 155
		SP:Iteration 4F (15898.000000 sec): 3 clusters
  Score: Raw -236268.466226 + Penalty 2540.989838 = -233727.476388
  nChanged 108
		SP:Iteration 5Q (15898.000000 sec): 3 clusters
  Score: Raw -236346.359580 + Penalty 2540.989838 = -233805.369741
  nChanged 73
		SP:Iteration 6Q (15898.000000 sec): 3 clusters
  Score: Raw -236399.314349 + Penalty 2540.989838 = -233858.324510
  nChanged 59
		SP:Iteration 7Q (15898.010000 sec): 3 clusters
  Score: Raw -236446.628445 + Penalty 2540.989838 = -233905.638607
  nChanged 51
		SP:Iteration 8Q (15898.020000 sec): 3 clusters
  Score: Raw -236496.842182 + Penalty 2540.989838 = -233955.852343
  nChanged 43
		SP:Iteration 9Q (15898.020000 sec): 3 clusters
  Score: Raw -236523.637494 + Penalty 2540.989838 = -233982.647656
  nChanged 27
		SP:Iteration 10Q (15898.030000 sec): 3 clusters
  Score: Raw -236541.897953 + Penalty 2540.989838 = -234000.908115
  nChanged 29
		SP:Iteration 11Q (15898.040000 sec): 3 clusters
  Score: Raw -236556.765987 + Penalty 2540.989838 = -234015.776149
  nChanged 18
		SP:Iteration 12Q (15898.040000 sec): 3 clusters
  Score: Raw -236570.080726 + Penalty 2540.989838 = -234029.090887
  nChanged 18
		SP:Iteration 13Q (15898.050000 sec): 3 clusters
  Score: Raw -236580.454572 + Penalty 2540.989838 = -234039.464733
  nChanged 14
		SP:Iteration 14Q (15898.050000 sec): 3 clusters
  Score: Raw -236587.712227 + Penalty 2540.989838 = -234046.722389
  nChanged 14
		SP:Iteration 15Q (15898.060000 sec): 3 clusters
  Score: Raw -236594.565046 + Penalty 2540.989838 = -234053.575207
  nChanged 11
		SP:Iteration 16Q (15898.060000 sec): 3 clusters
  Score: Raw -236598.437596 + Penalty 2540.989838 = -234057.447757
  nChanged 4
		SP:Iteration 17Q (15898.070000 sec): 3 clusters
  Score: Raw -236599.906319 + Penalty 2540.989838 = -234058.916480
  nChanged 4
		SP:Iteration 18Q (15898.080000 sec): 3 clusters
  Score: Raw -236602.000014 + Penalty 2540.989838 = -234061.010175
  nChanged 5
		SP:Iteration 19Q (15898.080000 sec): 3 clusters
  Score: Raw -236604.345873 + Penalty 2540.989838 = -234063.356034
  nChanged 4
		SP:Iteration 20F (15898.090000 sec): 3 clusters
  Score: Raw -236608.011361 + Penalty 2540.989838 = -234067.021522
  nChanged 3
		SP:Iteration 21Q (15898.090000 sec): 3 clusters
  Score: Raw -236614.675459 + Penalty 2540.989838 = -234073.685620
  nChanged 7
		SP:Iteration 22Q (15898.100000 sec): 3 clusters
  Score: Raw -236625.231005 + Penalty 2540.989838 = -234084.241167
  nChanged 14
		SP:Iteration 23Q (15898.100000 sec): 3 clusters
  Score: Raw -236635.233854 + Penalty 2540.989838 = -234094.244016
  nChanged 11
		SP:Iteration 24Q (15898.110000 sec): 3 clusters
  Score: Raw -236641.966990 + Penalty 2540.989838 = -234100.977152
  nChanged 11
		SP:Iteration 25Q (15898.120000 sec): 3 clusters
  Score: Raw -236647.103364 + Penalty 2540.989838 = -234106.113525
  nChanged 9
		SP:Iteration 26Q (15898.120000 sec): 3 clusters
  Score: Raw -236653.064248 + Penalty 2540.989838 = -234112.074410
  nChanged 11
		SP:Iteration 27Q (15898.130000 sec): 3 clusters
  Score: Raw -236659.873620 + Penalty 2540.989838 = -234118.883782
  nChanged 10
		SP:Iteration 28Q (15898.130000 sec): 3 clusters
  Score: Raw -236663.818530 + Penalty 2540.989838 = -234122.828692
  nChanged 7
		SP:Iteration 29Q (15898.140000 sec): 3 clusters
  Score: Raw -236667.397725 + Penalty 2540.989838 = -234126.407887
  nChanged 8
		SP:Iteration 30Q (15898.140000 sec): 3 clusters
  Score: Raw -236670.974704 + Penalty 2540.989838 = -234129.984866
  nChanged 9
		SP:Iteration 31Q (15898.150000 sec): 3 clusters
  Score: Raw -236676.085328 + Penalty 2540.989838 = -234135.095490
  nChanged 9
		SP:Iteration 32Q (15898.160000 sec): 3 clusters
  Score: Raw -236679.934705 + Penalty 2540.989838 = -234138.944867
  nChanged 10
		SP:Iteration 33Q (15898.160000 sec): 3 clusters
  Score: Raw -236683.795259 + Penalty 2540.989838 = -234142.805421
  nChanged 6
		SP:Iteration 34Q (15898.170000 sec): 3 clusters
  Score: Raw -236686.224780 + Penalty 2540.989838 = -234145.234942
  nChanged 5
		SP:Iteration 35Q (15898.170000 sec): 3 clusters
  Score: Raw -236688.301702 + Penalty 2540.989838 = -234147.311864
  nChanged 5
		SP:Iteration 36Q (15898.180000 sec): 3 clusters
  Score: Raw -236689.635801 + Penalty 2540.989838 = -234148.645962
  nChanged 2
		SP:Iteration 37Q (15898.180000 sec): 3 clusters
  Score: Raw -236690.337106 + Penalty 2540.989838 = -234149.347268
  nChanged 1
		SP:Iteration 38Q (15898.190000 sec): 3 clusters
  Score: Raw -236691.161518 + Penalty 2540.989838 = -234150.171679
  nChanged 5
		SP:Iteration 39Q (15898.200000 sec): 3 clusters
  Score: Raw -236694.923596 + Penalty 2540.989838 = -234153.933757
  nChanged 5
		SP:Iteration 40F (15898.200000 sec): 3 clusters
  Score: Raw -236700.089815 + Penalty 2540.989838 = -234159.099976
  nChanged 7
		SP:Iteration 41Q (15898.210000 sec): 3 clusters
  Score: Raw -236704.643632 + Penalty 2540.989838 = -234163.653794
  nChanged 6
		SP:Iteration 42Q (15898.220000 sec): 3 clusters
  Score: Raw -236708.152461 + Penalty 2540.989838 = -234167.162623
  nChanged 5
		SP:Iteration 43Q (15898.220000 sec): 3 clusters
  Score: Raw -236710.471502 + Penalty 2540.989838 = -234169.481664
  nChanged 7
		SP:Iteration 44Q (15898.230000 sec): 3 clusters
  Score: Raw -236712.949566 + Penalty 2540.989838 = -234171.959727
  nChanged 3
		SP:Iteration 45Q (15898.230000 sec): 3 clusters
  Score: Raw -236713.862653 + Penalty 2540.989838 = -234172.872815
  nChanged 3
		SP:Iteration 46Q (15898.240000 sec): 3 clusters
  Score: Raw -236714.900184 + Penalty 2540.989838 = -234173.910346
  nChanged 4
		SP:Iteration 47Q (15898.240000 sec): 3 clusters
  Score: Raw -236715.795132 + Penalty 2540.989838 = -234174.805293
  nChanged 0
		SP:Iteration 48F (15898.250000 sec): 3 clusters
  Score: Raw -236715.795132 + Penalty 2540.989838 = -234174.805293
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15898.260000 sec): 2 clusters
  Score: Raw -177730.272306 + Penalty 1204.279680 = -176525.992626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15898.260000 sec): 3 clusters
  Score: Raw -177073.796636 + Penalty 2408.559360 = -174665.237276
  nChanged 544
		SP:Iteration 1F (15898.260000 sec): 3 clusters
  Score: Raw -177516.580510 + Penalty 2408.559360 = -175108.021150
  nChanged 153
		SP:Iteration 2F (15898.270000 sec): 3 clusters
  Score: Raw -177701.068267 + Penalty 2408.559360 = -175292.508907
  nChanged 111
		SP:Iteration 3F (15898.280000 sec): 3 clusters
  Score: Raw -177842.953546 + Penalty 2408.559360 = -175434.394186
  nChanged 102
		SP:Iteration 4F (15898.280000 sec): 3 clusters
  Score: Raw -177961.201184 + Penalty 2408.559360 = -175552.641824
  nChanged 71
		SP:Iteration 5Q (15898.280000 sec): 3 clusters
  Score: Raw -178025.343727 + Penalty 2408.559360 = -175616.784368
  nChanged 45
		SP:Iteration 6Q (15898.290000 sec): 3 clusters
  Score: Raw -178063.324819 + Penalty 2408.559360 = -175654.765460
  nChanged 32
		SP:Iteration 7Q (15898.290000 sec): 3 clusters
  Score: Raw -178092.442818 + Penalty 2408.559360 = -175683.883458
  nChanged 26
		SP:Iteration 8Q (15898.300000 sec): 3 clusters
  Score: Raw -178108.585500 + Penalty 2408.559360 = -175700.026140
  nChanged 17
		SP:Iteration 9Q (15898.300000 sec): 3 clusters
  Score: Raw -178118.863358 + Penalty 2408.559360 = -175710.303998
  nChanged 12
		SP:Iteration 10Q (15898.300000 sec): 3 clusters
  Score: Raw -178127.811111 + Penalty 2408.559360 = -175719.251751
  nChanged 13
		SP:Iteration 11Q (15898.300000 sec): 3 clusters
  Score: Raw -178137.196786 + Penalty 2408.559360 = -175728.637426
  nChanged 10
		SP:Iteration 12Q (15898.310000 sec): 3 clusters
  Score: Raw -178145.032784 + Penalty 2408.559360 = -175736.473425
  nChanged 14
		SP:Iteration 13Q (15898.310000 sec): 3 clusters
  Score: Raw -178157.587267 + Penalty 2408.559360 = -175749.027908
  nChanged 18
		SP:Iteration 14Q (15898.320000 sec): 3 clusters
  Score: Raw -178183.762669 + Penalty 2408.559360 = -175775.203309
  nChanged 19
		SP:Iteration 15Q (15898.320000 sec): 3 clusters
  Score: Raw -178227.879923 + Penalty 2408.559360 = -175819.320564
  nChanged 22
		SP:Iteration 16Q (15898.320000 sec): 3 clusters
  Score: Raw -178261.339460 + Penalty 2408.559360 = -175852.780101
  nChanged 19
		SP:Iteration 17Q (15898.330000 sec): 3 clusters
  Score: Raw -178278.600900 + Penalty 2408.559360 = -175870.041540
  nChanged 15
		SP:Iteration 18Q (15898.330000 sec): 3 clusters
  Score: Raw -178289.785262 + Penalty 2408.559360 = -175881.225902
  nChanged 13
		SP:Iteration 19Q (15898.340000 sec): 3 clusters
  Score: Raw -178298.920559 + Penalty 2408.559360 = -175890.361199
  nChanged 12
		SP:Iteration 20F (15898.340000 sec): 3 clusters
  Score: Raw -178308.502113 + Penalty 2408.559360 = -175899.942753
  nChanged 7
		SP:Iteration 21Q (15898.340000 sec): 3 clusters
  Score: Raw -178314.961511 + Penalty 2408.559360 = -175906.402151
  nChanged 5
		SP:Iteration 22Q (15898.350000 sec): 3 clusters
  Score: Raw -178318.021491 + Penalty 2408.559360 = -175909.462131
  nChanged 4
		SP:Iteration 23Q (15898.350000 sec): 3 clusters
  Score: Raw -178321.276380 + Penalty 2408.559360 = -175912.717020
  nChanged 4
		SP:Iteration 24Q (15898.360000 sec): 3 clusters
  Score: Raw -178326.666904 + Penalty 2408.559360 = -175918.107544
  nChanged 4
		SP:Iteration 25Q (15898.360000 sec): 3 clusters
  Score: Raw -178329.851087 + Penalty 2408.559360 = -175921.291727
  nChanged 5
		SP:Iteration 26Q (15898.360000 sec): 3 clusters
  Score: Raw -178333.907648 + Penalty 2408.559360 = -175925.348289
  nChanged 3
		SP:Iteration 27Q (15898.370000 sec): 3 clusters
  Score: Raw -178335.488869 + Penalty 2408.559360 = -175926.929509
  nChanged 3
		SP:Iteration 28Q (15898.370000 sec): 3 clusters
  Score: Raw -178336.638681 + Penalty 2408.559360 = -175928.079322
  nChanged 1
		SP:Iteration 29Q (15898.370000 sec): 3 clusters
  Score: Raw -178336.791345 + Penalty 2408.559360 = -175928.231985
  nChanged 0
		SP:Iteration 30F (15898.380000 sec): 3 clusters
  Score: Raw -178336.791345 + Penalty 2408.559360 = -175928.231985
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15898.400000 sec): 2 clusters
  Score: Raw -720930.330819 + Penalty 1425.574347 = -719504.756472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15898.420000 sec): 3 clusters
  Score: Raw -717461.994349 + Penalty 2851.148693 = -714610.845655
  nChanged 2670
		SP:Iteration 1F (15898.430000 sec): 3 clusters
  Score: Raw -718907.167673 + Penalty 2851.148693 = -716056.018980
  nChanged 418
		SP:Iteration 2F (15898.450000 sec): 3 clusters
  Score: Raw -719107.071784 + Penalty 2851.148693 = -716255.923091
  nChanged 330
		SP:Iteration 3F (15898.460000 sec): 3 clusters
  Score: Raw -719251.379864 + Penalty 2851.148693 = -716400.231171
  nChanged 267
		SP:Iteration 4Q (15898.480000 sec): 3 clusters
  Score: Raw -719363.018962 + Penalty 2851.148693 = -716511.870269
  nChanged 223
		SP:Iteration 5Q (15898.500000 sec): 3 clusters
  Score: Raw -719450.983736 + Penalty 2851.148693 = -716599.835042
  nChanged 200
		SP:Iteration 6Q (15898.510000 sec): 3 clusters
  Score: Raw -719537.166031 + Penalty 2851.148693 = -716686.017338
  nChanged 215
		SP:Iteration 7Q (15898.530000 sec): 3 clusters
  Score: Raw -719638.332690 + Penalty 2851.148693 = -716787.183997
  nChanged 220
		SP:Iteration 8Q (15898.540000 sec): 3 clusters
  Score: Raw -719747.410347 + Penalty 2851.148693 = -716896.261654
  nChanged 223
		SP:Iteration 9Q (15898.560000 sec): 3 clusters
  Score: Raw -719866.744622 + Penalty 2851.148693 = -717015.595929
  nChanged 226
		SP:Iteration 10Q (15898.580000 sec): 3 clusters
  Score: Raw -720004.681329 + Penalty 2851.148693 = -717153.532635
  nChanged 257
		SP:Iteration 11Q (15898.590000 sec): 3 clusters
  Score: Raw -720178.613942 + Penalty 2851.148693 = -717327.465248
  nChanged 273
		SP:Iteration 12Q (15898.610000 sec): 3 clusters
  Score: Raw -720381.556873 + Penalty 2851.148693 = -717530.408180
  nChanged 239
		SP:Iteration 13Q (15898.620000 sec): 3 clusters
  Score: Raw -720561.467616 + Penalty 2851.148693 = -717710.318923
  nChanged 201
		SP:Iteration 14Q (15898.640000 sec): 3 clusters
  Score: Raw -720708.436355 + Penalty 2851.148693 = -717857.287662
  nChanged 155
		SP:Iteration 15Q (15898.660000 sec): 3 clusters
  Score: Raw -720825.889786 + Penalty 2851.148693 = -717974.741092
  nChanged 129
		SP:Iteration 16Q (15898.670000 sec): 3 clusters
  Score: Raw -720925.140629 + Penalty 2851.148693 = -718073.991936
  nChanged 99
		SP:Iteration 17Q (15898.680000 sec): 3 clusters
  Score: Raw -721011.670750 + Penalty 2851.148693 = -718160.522057
  nChanged 73
		SP:Iteration 18Q (15898.700000 sec): 3 clusters
  Score: Raw -721072.126967 + Penalty 2851.148693 = -718220.978274
  nChanged 45
		SP:Iteration 19Q (15898.710000 sec): 3 clusters
  Score: Raw -721107.589831 + Penalty 2851.148693 = -718256.441138
  nChanged 24
		SP:Iteration 20F (15898.730000 sec): 3 clusters
  Score: Raw -721124.458412 + Penalty 2851.148693 = -718273.309719
  nChanged 20
		SP:Iteration 21Q (15898.740000 sec): 3 clusters
  Score: Raw -721147.174298 + Penalty 2851.148693 = -718296.025605
  nChanged 16
		SP:Iteration 22Q (15898.760000 sec): 3 clusters
  Score: Raw -721162.195786 + Penalty 2851.148693 = -718311.047093
  nChanged 15
		SP:Iteration 23Q (15898.770000 sec): 3 clusters
  Score: Raw -721178.504913 + Penalty 2851.148693 = -718327.356220
  nChanged 19
		SP:Iteration 24Q (15898.780000 sec): 3 clusters
  Score: Raw -721193.539922 + Penalty 2851.148693 = -718342.391229
  nChanged 10
		SP:Iteration 25Q (15898.790000 sec): 3 clusters
  Score: Raw -721203.645140 + Penalty 2851.148693 = -718352.496447
  nChanged 10
		SP:Iteration 26Q (15898.800000 sec): 3 clusters
  Score: Raw -721214.865583 + Penalty 2851.148693 = -718363.716890
  nChanged 6
		SP:Iteration 27Q (15898.820000 sec): 3 clusters
  Score: Raw -721220.865028 + Penalty 2851.148693 = -718369.716335
  nChanged 8
		SP:Iteration 28Q (15898.830000 sec): 3 clusters
  Score: Raw -721226.582980 + Penalty 2851.148693 = -718375.434287
  nChanged 5
		SP:Iteration 29Q (15898.840000 sec): 3 clusters
  Score: Raw -721231.808966 + Penalty 2851.148693 = -718380.660273
  nChanged 10
		SP:Iteration 30Q (15898.860000 sec): 3 clusters
  Score: Raw -721240.564829 + Penalty 2851.148693 = -718389.416136
  nChanged 7
		SP:Iteration 31Q (15898.870000 sec): 3 clusters
  Score: Raw -721248.797248 + Penalty 2851.148693 = -718397.648555
  nChanged 7
		SP:Iteration 32Q (15898.880000 sec): 3 clusters
  Score: Raw -721255.007232 + Penalty 2851.148693 = -718403.858539
  nChanged 3
		SP:Iteration 33Q (15898.890000 sec): 3 clusters
  Score: Raw -721257.493343 + Penalty 2851.148693 = -718406.344649
  nChanged 2
		SP:Iteration 34Q (15898.900000 sec): 3 clusters
  Score: Raw -721258.811403 + Penalty 2851.148693 = -718407.662710
  nChanged 0
		SP:Iteration 35F (15898.920000 sec): 3 clusters
  Score: Raw -721258.811403 + Penalty 2851.148693 = -718407.662710
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15898.940000 sec): 2 clusters
  Score: Raw -853093.673099 + Penalty 1455.888138 = -851637.784962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15898.960000 sec): 3 clusters
  Score: Raw -848854.122103 + Penalty 2911.776276 = -845942.345827
  nChanged 3316
		SP:Iteration 1F (15898.980000 sec): 3 clusters
  Score: Raw -850907.595618 + Penalty 2911.776276 = -847995.819342
  nChanged 690
		SP:Iteration 2F (15899.000000 sec): 3 clusters
  Score: Raw -851402.002372 + Penalty 2911.776276 = -848490.226096
  nChanged 591
		SP:Iteration 3F (15899.020000 sec): 3 clusters
  Score: Raw -851829.078700 + Penalty 2911.776276 = -848917.302424
  nChanged 511
		SP:Iteration 4F (15899.040000 sec): 3 clusters
  Score: Raw -852200.838225 + Penalty 2911.776276 = -849289.061950
  nChanged 427
		SP:Iteration 5F (15899.060000 sec): 3 clusters
  Score: Raw -852517.254891 + Penalty 2911.776276 = -849605.478615
  nChanged 378
		SP:Iteration 6Q (15899.080000 sec): 3 clusters
  Score: Raw -852784.504229 + Penalty 2911.776276 = -849872.727953
  nChanged 293
		SP:Iteration 7Q (15899.090000 sec): 3 clusters
  Score: Raw -852986.698785 + Penalty 2911.776276 = -850074.922509
  nChanged 245
		SP:Iteration 8Q (15899.110000 sec): 3 clusters
  Score: Raw -853140.813179 + Penalty 2911.776276 = -850229.036903
  nChanged 179
		SP:Iteration 9Q (15899.130000 sec): 3 clusters
  Score: Raw -853244.493062 + Penalty 2911.776276 = -850332.716787
  nChanged 126
		SP:Iteration 10Q (15899.140000 sec): 3 clusters
  Score: Raw -853315.084194 + Penalty 2911.776276 = -850403.307918
  nChanged 102
		SP:Iteration 11Q (15899.160000 sec): 3 clusters
  Score: Raw -853374.227946 + Penalty 2911.776276 = -850462.451671
  nChanged 79
		SP:Iteration 12Q (15899.180000 sec): 3 clusters
  Score: Raw -853427.997922 + Penalty 2911.776276 = -850516.221646
  nChanged 62
		SP:Iteration 13Q (15899.200000 sec): 3 clusters
  Score: Raw -853467.541309 + Penalty 2911.776276 = -850555.765034
  nChanged 35
		SP:Iteration 14Q (15899.220000 sec): 3 clusters
  Score: Raw -853486.529609 + Penalty 2911.776276 = -850574.753333
  nChanged 25
		SP:Iteration 15Q (15899.240000 sec): 3 clusters
  Score: Raw -853499.471141 + Penalty 2911.776276 = -850587.694865
  nChanged 23
		SP:Iteration 16Q (15899.250000 sec): 3 clusters
  Score: Raw -853512.081415 + Penalty 2911.776276 = -850600.305139
  nChanged 22
		SP:Iteration 17Q (15899.270000 sec): 3 clusters
  Score: Raw -853522.545163 + Penalty 2911.776276 = -850610.768888
  nChanged 21
		SP:Iteration 18Q (15899.280000 sec): 3 clusters
  Score: Raw -853535.013322 + Penalty 2911.776276 = -850623.237047
  nChanged 21
		SP:Iteration 19Q (15899.300000 sec): 3 clusters
  Score: Raw -853545.641941 + Penalty 2911.776276 = -850633.865665
  nChanged 14
		SP:Iteration 20F (15899.320000 sec): 3 clusters
  Score: Raw -853552.611152 + Penalty 2911.776276 = -850640.834876
  nChanged 12
		SP:Iteration 21Q (15899.340000 sec): 3 clusters
  Score: Raw -853557.558511 + Penalty 2911.776276 = -850645.782235
  nChanged 10
		SP:Iteration 22Q (15899.350000 sec): 3 clusters
  Score: Raw -853562.323713 + Penalty 2911.776276 = -850650.547437
  nChanged 15
		SP:Iteration 23Q (15899.370000 sec): 3 clusters
  Score: Raw -853570.790560 + Penalty 2911.776276 = -850659.014284
  nChanged 18
		SP:Iteration 24Q (15899.390000 sec): 3 clusters
  Score: Raw -853578.552965 + Penalty 2911.776276 = -850666.776689
  nChanged 13
		SP:Iteration 25Q (15899.400000 sec): 3 clusters
  Score: Raw -853588.136672 + Penalty 2911.776276 = -850676.360396
  nChanged 17
		SP:Iteration 26Q (15899.420000 sec): 3 clusters
  Score: Raw -853597.688527 + Penalty 2911.776276 = -850685.912251
  nChanged 9
		SP:Iteration 27Q (15899.440000 sec): 3 clusters
  Score: Raw -853602.978703 + Penalty 2911.776276 = -850691.202427
  nChanged 11
		SP:Iteration 28Q (15899.450000 sec): 3 clusters
  Score: Raw -853609.718306 + Penalty 2911.776276 = -850697.942030
  nChanged 5
		SP:Iteration 29Q (15899.470000 sec): 3 clusters
  Score: Raw -853612.753361 + Penalty 2911.776276 = -850700.977085
  nChanged 7
		SP:Iteration 30Q (15899.480000 sec): 3 clusters
  Score: Raw -853618.447016 + Penalty 2911.776276 = -850706.670740
  nChanged 7
		SP:Iteration 31Q (15899.500000 sec): 3 clusters
  Score: Raw -853623.382908 + Penalty 2911.776276 = -850711.606633
  nChanged 5
		SP:Iteration 32Q (15899.520000 sec): 3 clusters
  Score: Raw -853626.656934 + Penalty 2911.776276 = -850714.880659
  nChanged 5
		SP:Iteration 33Q (15899.530000 sec): 3 clusters
  Score: Raw -853630.811033 + Penalty 2911.776276 = -850719.034758
  nChanged 5
		SP:Iteration 34Q (15899.540000 sec): 3 clusters
  Score: Raw -853635.192492 + Penalty 2911.776276 = -850723.416216
  nChanged 8
		SP:Iteration 35Q (15899.560000 sec): 3 clusters
  Score: Raw -853642.844558 + Penalty 2911.776276 = -850731.068283
  nChanged 7
		SP:Iteration 36Q (15899.580000 sec): 3 clusters
  Score: Raw -853648.903307 + Penalty 2911.776276 = -850737.127032
  nChanged 4
		SP:Iteration 37Q (15899.590000 sec): 3 clusters
  Score: Raw -853652.795737 + Penalty 2911.776276 = -850741.019461
  nChanged 5
		SP:Iteration 38Q (15899.610000 sec): 3 clusters
  Score: Raw -853658.403765 + Penalty 2911.776276 = -850746.627489
  nChanged 6
		SP:Iteration 39Q (15899.620000 sec): 3 clusters
  Score: Raw -853664.086250 + Penalty 2911.776276 = -850752.309974
  nChanged 3
		SP:Iteration 40F (15899.640000 sec): 3 clusters
  Score: Raw -853666.271797 + Penalty 2911.776276 = -850754.495521
  nChanged 1
		SP:Iteration 41Q (15899.660000 sec): 3 clusters
  Score: Raw -853666.665210 + Penalty 2911.776276 = -850754.888934
  nChanged 0
		SP:Iteration 42F (15899.680000 sec): 3 clusters
  Score: Raw -853666.665210 + Penalty 2911.776276 = -850754.888934
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15899.680000 sec): 2 clusters
  Score: Raw -105159.342325 + Penalty 1119.393025 = -104039.949300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15899.680000 sec): 3 clusters
  Score: Raw -104894.697501 + Penalty 2238.786049 = -102655.911451
  nChanged 287
		SP:Iteration 1F (15899.690000 sec): 3 clusters
  Score: Raw -105179.740972 + Penalty 2238.786049 = -102940.954923
  nChanged 85
		SP:Iteration 2F (15899.690000 sec): 3 clusters
  Score: Raw -105322.849198 + Penalty 2238.786049 = -103084.063149
  nChanged 59
		SP:Iteration 3F (15899.690000 sec): 3 clusters
  Score: Raw -105428.374183 + Penalty 2238.786049 = -103189.588133
  nChanged 45
		SP:Iteration 4Q (15899.700000 sec): 3 clusters
  Score: Raw -105480.077296 + Penalty 2238.786049 = -103241.291247
  nChanged 22
		SP:Iteration 5Q (15899.700000 sec): 3 clusters
  Score: Raw -105511.831018 + Penalty 2238.786049 = -103273.044969
  nChanged 28
		SP:Iteration 6Q (15899.700000 sec): 3 clusters
  Score: Raw -105548.402125 + Penalty 2238.786049 = -103309.616075
  nChanged 24
		SP:Iteration 7Q (15899.700000 sec): 3 clusters
  Score: Raw -105595.391905 + Penalty 2238.786049 = -103356.605856
  nChanged 27
		SP:Iteration 8Q (15899.700000 sec): 3 clusters
  Score: Raw -105634.073766 + Penalty 2238.786049 = -103395.287717
  nChanged 22
		SP:Iteration 9Q (15899.710000 sec): 3 clusters
  Score: Raw -105669.207461 + Penalty 2238.786049 = -103430.421411
  nChanged 19
		SP:Iteration 10Q (15899.710000 sec): 3 clusters
  Score: Raw -105698.994527 + Penalty 2238.786049 = -103460.208477
  nChanged 17
		SP:Iteration 11Q (15899.710000 sec): 3 clusters
  Score: Raw -105719.326412 + Penalty 2238.786049 = -103480.540363
  nChanged 10
		SP:Iteration 12Q (15899.710000 sec): 3 clusters
  Score: Raw -105729.509966 + Penalty 2238.786049 = -103490.723916
  nChanged 8
		SP:Iteration 13Q (15899.720000 sec): 3 clusters
  Score: Raw -105740.744357 + Penalty 2238.786049 = -103501.958308
  nChanged 5
		SP:Iteration 14Q (15899.720000 sec): 3 clusters
  Score: Raw -105747.353402 + Penalty 2238.786049 = -103508.567353
  nChanged 4
		SP:Iteration 15Q (15899.720000 sec): 3 clusters
  Score: Raw -105750.106027 + Penalty 2238.786049 = -103511.319978
  nChanged 0
		SP:Iteration 16F (15899.720000 sec): 3 clusters
  Score: Raw -105750.106027 + Penalty 2238.786049 = -103511.319978
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (31609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15899.820000 sec): 2 clusters
  Score: Raw -3715542.008808 + Penalty 1683.694540 = -3713858.314268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15899.900000 sec): 3 clusters
  Score: Raw -3695958.857078 + Penalty 3367.389080 = -3692591.467999
  nChanged 14549
		SP:Iteration 1F (15899.980000 sec): 3 clusters
  Score: Raw -3704204.812847 + Penalty 3367.389080 = -3700837.423767
  nChanged 1445
		SP:Iteration 2Q (15900.070000 sec): 3 clusters
  Score: Raw -3704654.860832 + Penalty 3367.389080 = -3701287.471752
  nChanged 1330
		SP:Iteration 3Q (15900.160000 sec): 3 clusters
  Score: Raw -3705085.733824 + Penalty 3367.389080 = -3701718.344744
  nChanged 1296
		SP:Iteration 4Q (15900.240000 sec): 3 clusters
  Score: Raw -3705579.599689 + Penalty 3367.389080 = -3702212.210609
  nChanged 1381
		SP:Iteration 5Q (15900.320000 sec): 3 clusters
  Score: Raw -3706184.285096 + Penalty 3367.389080 = -3702816.896016
  nChanged 1509
		SP:Iteration 6Q (15900.410000 sec): 3 clusters
  Score: Raw -3706932.139607 + Penalty 3367.389080 = -3703564.750527
  nChanged 1628
		SP:Iteration 7F (15900.490000 sec): 3 clusters
  Score: Raw -3707867.633418 + Penalty 3367.389080 = -3704500.244338
  nChanged 1734
		SP:Iteration 8F (15900.580000 sec): 3 clusters
  Score: Raw -3709011.870680 + Penalty 3367.389080 = -3705644.481600
  nChanged 1771
		SP:Iteration 9F (15900.660000 sec): 3 clusters
  Score: Raw -3710343.241725 + Penalty 3367.389080 = -3706975.852645
  nChanged 1561
		SP:Iteration 10Q (15900.750000 sec): 3 clusters
  Score: Raw -3711507.664989 + Penalty 3367.389080 = -3708140.275909
  nChanged 1212
		SP:Iteration 11Q (15900.830000 sec): 3 clusters
  Score: Raw -3712366.488266 + Penalty 3367.389080 = -3708999.099186
  nChanged 921
		SP:Iteration 12Q (15900.910000 sec): 3 clusters
  Score: Raw -3712887.654459 + Penalty 3367.389080 = -3709520.265379
  nChanged 686
		SP:Iteration 13Q (15900.990000 sec): 3 clusters
  Score: Raw -3713225.864762 + Penalty 3367.389080 = -3709858.475682
  nChanged 583
		SP:Iteration 14Q (15901.060000 sec): 3 clusters
  Score: Raw -3713514.416113 + Penalty 3367.389080 = -3710147.027033
  nChanged 503
		SP:Iteration 15Q (15901.140000 sec): 3 clusters
  Score: Raw -3713763.146325 + Penalty 3367.389080 = -3710395.757245
  nChanged 450
		SP:Iteration 16Q (15901.210000 sec): 3 clusters
  Score: Raw -3713971.090953 + Penalty 3367.389080 = -3710603.701873
  nChanged 416
		SP:Iteration 17Q (15901.280000 sec): 3 clusters
  Score: Raw -3714156.888714 + Penalty 3367.389080 = -3710789.499634
  nChanged 373
		SP:Iteration 18Q (15901.360000 sec): 3 clusters
  Score: Raw -3714310.606138 + Penalty 3367.389080 = -3710943.217058
  nChanged 321
		SP:Iteration 19Q (15901.420000 sec): 3 clusters
  Score: Raw -3714428.653122 + Penalty 3367.389080 = -3711061.264042
  nChanged 295
		SP:Iteration 20F (15901.510000 sec): 3 clusters
  Score: Raw -3714527.372548 + Penalty 3367.389080 = -3711159.983468
  nChanged 263
		SP:Iteration 21Q (15901.580000 sec): 3 clusters
  Score: Raw -3714609.133586 + Penalty 3367.389080 = -3711241.744506
  nChanged 215
		SP:Iteration 22Q (15901.650000 sec): 3 clusters
  Score: Raw -3714675.082960 + Penalty 3367.389080 = -3711307.693880
  nChanged 209
		SP:Iteration 23Q (15901.720000 sec): 3 clusters
  Score: Raw -3714738.608041 + Penalty 3367.389080 = -3711371.218961
  nChanged 215
		SP:Iteration 24Q (15901.790000 sec): 3 clusters
  Score: Raw -3714814.278526 + Penalty 3367.389080 = -3711446.889446
  nChanged 226
		SP:Iteration 25Q (15901.860000 sec): 3 clusters
  Score: Raw -3714888.502462 + Penalty 3367.389080 = -3711521.113382
  nChanged 199
		SP:Iteration 26Q (15901.920000 sec): 3 clusters
  Score: Raw -3714959.753613 + Penalty 3367.389080 = -3711592.364533
  nChanged 206
		SP:Iteration 27Q (15901.990000 sec): 3 clusters
  Score: Raw -3715031.951196 + Penalty 3367.389080 = -3711664.562116
  nChanged 172
		SP:Iteration 28Q (15902.050000 sec): 3 clusters
  Score: Raw -3715087.672268 + Penalty 3367.389080 = -3711720.283188
  nChanged 149
		SP:Iteration 29Q (15902.120000 sec): 3 clusters
  Score: Raw -3715135.892815 + Penalty 3367.389080 = -3711768.503735
  nChanged 146
		SP:Iteration 30Q (15902.180000 sec): 3 clusters
  Score: Raw -3715183.970087 + Penalty 3367.389080 = -3711816.581007
  nChanged 127
		SP:Iteration 31Q (15902.250000 sec): 3 clusters
  Score: Raw -3715225.006279 + Penalty 3367.389080 = -3711857.617199
  nChanged 126
		SP:Iteration 32Q (15902.310000 sec): 3 clusters
  Score: Raw -3715270.166998 + Penalty 3367.389080 = -3711902.777918
  nChanged 123
		SP:Iteration 33Q (15902.380000 sec): 3 clusters
  Score: Raw -3715314.440283 + Penalty 3367.389080 = -3711947.051203
  nChanged 90
		SP:Iteration 34Q (15902.440000 sec): 3 clusters
  Score: Raw -3715343.986476 + Penalty 3367.389080 = -3711976.597396
  nChanged 72
		SP:Iteration 35Q (15902.500000 sec): 3 clusters
  Score: Raw -3715363.741229 + Penalty 3367.389080 = -3711996.352149
  nChanged 60
		SP:Iteration 36Q (15902.560000 sec): 3 clusters
  Score: Raw -3715381.559188 + Penalty 3367.389080 = -3712014.170108
  nChanged 68
		SP:Iteration 37Q (15902.620000 sec): 3 clusters
  Score: Raw -3715400.045937 + Penalty 3367.389080 = -3712032.656857
  nChanged 66
		SP:Iteration 38Q (15902.680000 sec): 3 clusters
  Score: Raw -3715419.765433 + Penalty 3367.389080 = -3712052.376353
  nChanged 63
		SP:Iteration 39Q (15902.740000 sec): 3 clusters
  Score: Raw -3715438.538444 + Penalty 3367.389080 = -3712071.149364
  nChanged 68
		SP:Iteration 40F (15902.820000 sec): 3 clusters
  Score: Raw -3715458.290165 + Penalty 3367.389080 = -3712090.901085
  nChanged 65
		SP:Iteration 41Q (15902.880000 sec): 3 clusters
  Score: Raw -3715475.398285 + Penalty 3367.389080 = -3712108.009205
  nChanged 46
		SP:Iteration 42Q (15902.940000 sec): 3 clusters
  Score: Raw -3715486.985162 + Penalty 3367.389080 = -3712119.596082
  nChanged 36
		SP:Iteration 43Q (15903.000000 sec): 3 clusters
  Score: Raw -3715495.547889 + Penalty 3367.389080 = -3712128.158809
  nChanged 35
		SP:Iteration 44Q (15903.060000 sec): 3 clusters
  Score: Raw -3715505.008476 + Penalty 3367.389080 = -3712137.619396
  nChanged 36
		SP:Iteration 45Q (15903.120000 sec): 3 clusters
  Score: Raw -3715515.107749 + Penalty 3367.389080 = -3712147.718669
  nChanged 34
		SP:Iteration 46Q (15903.180000 sec): 3 clusters
  Score: Raw -3715524.174778 + Penalty 3367.389080 = -3712156.785698
  nChanged 28
		SP:Iteration 47Q (15903.240000 sec): 3 clusters
  Score: Raw -3715530.827995 + Penalty 3367.389080 = -3712163.438915
  nChanged 32
		SP:Iteration 48Q (15903.300000 sec): 3 clusters
  Score: Raw -3715539.638347 + Penalty 3367.389080 = -3712172.249267
  nChanged 30
		SP:Iteration 49Q (15903.360000 sec): 3 clusters
  Score: Raw -3715547.298150 + Penalty 3367.389080 = -3712179.909070
  nChanged 16
		SP:Iteration 50Q (15903.420000 sec): 3 clusters
  Score: Raw -3715551.582790 + Penalty 3367.389080 = -3712184.193710
  nChanged 21
		SP:Iteration 51Q (15903.480000 sec): 3 clusters
  Score: Raw -3715558.916271 + Penalty 3367.389080 = -3712191.527191
  nChanged 39
		SP:Iteration 52Q (15903.540000 sec): 3 clusters
  Score: Raw -3715569.793021 + Penalty 3367.389080 = -3712202.403941
  nChanged 27
		SP:Iteration 53Q (15903.600000 sec): 3 clusters
  Score: Raw -3715578.472124 + Penalty 3367.389080 = -3712211.083044
  nChanged 30
		SP:Iteration 54Q (15903.660000 sec): 3 clusters
  Score: Raw -3715588.460567 + Penalty 3367.389080 = -3712221.071487
  nChanged 31
		SP:Iteration 55Q (15903.720000 sec): 3 clusters
  Score: Raw -3715599.044698 + Penalty 3367.389080 = -3712231.655618
  nChanged 32
		SP:Iteration 56Q (15903.770000 sec): 3 clusters
  Score: Raw -3715609.844883 + Penalty 3367.389080 = -3712242.455803
  nChanged 39
		SP:Iteration 57Q (15903.830000 sec): 3 clusters
  Score: Raw -3715623.775458 + Penalty 3367.389080 = -3712256.386378
  nChanged 27
		SP:Iteration 58Q (15903.890000 sec): 3 clusters
  Score: Raw -3715633.645170 + Penalty 3367.389080 = -3712266.256090
  nChanged 28
		SP:Iteration 59Q (15903.940000 sec): 3 clusters
  Score: Raw -3715644.608669 + Penalty 3367.389080 = -3712277.219589
  nChanged 28
		SP:Iteration 60F (15904.020000 sec): 3 clusters
  Score: Raw -3715654.494728 + Penalty 3367.389080 = -3712287.105648
  nChanged 26
		SP:Iteration 61Q (15904.080000 sec): 3 clusters
  Score: Raw -3715664.631113 + Penalty 3367.389080 = -3712297.242033
  nChanged 27
		SP:Iteration 62Q (15904.140000 sec): 3 clusters
  Score: Raw -3715674.370421 + Penalty 3367.389080 = -3712306.981341
  nChanged 26
		SP:Iteration 63Q (15904.200000 sec): 3 clusters
  Score: Raw -3715685.122909 + Penalty 3367.389080 = -3712317.733829
  nChanged 16
		SP:Iteration 64Q (15904.260000 sec): 3 clusters
  Score: Raw -3715690.833694 + Penalty 3367.389080 = -3712323.444614
  nChanged 16
		SP:Iteration 65Q (15904.320000 sec): 3 clusters
  Score: Raw -3715697.054961 + Penalty 3367.389080 = -3712329.665881
  nChanged 17
		SP:Iteration 66Q (15904.380000 sec): 3 clusters
  Score: Raw -3715705.222316 + Penalty 3367.389080 = -3712337.833236
  nChanged 18
		SP:Iteration 67Q (15904.430000 sec): 3 clusters
  Score: Raw -3715711.985967 + Penalty 3367.389080 = -3712344.596887
  nChanged 12
		SP:Iteration 68Q (15904.490000 sec): 3 clusters
  Score: Raw -3715715.286961 + Penalty 3367.389080 = -3712347.897881
  nChanged 9
		SP:Iteration 69Q (15904.550000 sec): 3 clusters
  Score: Raw -3715718.448209 + Penalty 3367.389080 = -3712351.059129
  nChanged 6
		SP:Iteration 70Q (15904.610000 sec): 3 clusters
  Score: Raw -3715720.833669 + Penalty 3367.389080 = -3712353.444589
  nChanged 11
		SP:Iteration 71Q (15904.670000 sec): 3 clusters
  Score: Raw -3715725.753319 + Penalty 3367.389080 = -3712358.364239
  nChanged 9
		SP:Iteration 72Q (15904.730000 sec): 3 clusters
  Score: Raw -3715729.185295 + Penalty 3367.389080 = -3712361.796215
  nChanged 5
		SP:Iteration 73Q (15904.780000 sec): 3 clusters
  Score: Raw -3715731.490544 + Penalty 3367.389080 = -3712364.101464
  nChanged 7
		SP:Iteration 74Q (15904.840000 sec): 3 clusters
  Score: Raw -3715733.716273 + Penalty 3367.389080 = -3712366.327193
  nChanged 5
		SP:Iteration 75Q (15904.900000 sec): 3 clusters
  Score: Raw -3715735.978952 + Penalty 3367.389080 = -3712368.589872
  nChanged 9
		SP:Iteration 76Q (15904.950000 sec): 3 clusters
  Score: Raw -3715739.623827 + Penalty 3367.389080 = -3712372.234747
  nChanged 10
		SP:Iteration 77Q (15905.010000 sec): 3 clusters
  Score: Raw -3715744.146403 + Penalty 3367.389080 = -3712376.757323
  nChanged 9
		SP:Iteration 78Q (15905.060000 sec): 3 clusters
  Score: Raw -3715750.510352 + Penalty 3367.389080 = -3712383.121272
  nChanged 9
		SP:Iteration 79Q (15905.120000 sec): 3 clusters
  Score: Raw -3715754.372370 + Penalty 3367.389080 = -3712386.983290
  nChanged 10
		SP:Iteration 80F (15905.200000 sec): 3 clusters
  Score: Raw -3715758.233563 + Penalty 3367.389080 = -3712390.844483
  nChanged 8
		SP:Iteration 81Q (15905.260000 sec): 3 clusters
  Score: Raw -3715761.707928 + Penalty 3367.389080 = -3712394.318848
  nChanged 11
		SP:Iteration 82Q (15905.310000 sec): 3 clusters
  Score: Raw -3715766.802674 + Penalty 3367.389080 = -3712399.413594
  nChanged 14
		SP:Iteration 83Q (15905.370000 sec): 3 clusters
  Score: Raw -3715774.710168 + Penalty 3367.389080 = -3712407.321088
  nChanged 16
		SP:Iteration 84Q (15905.430000 sec): 3 clusters
  Score: Raw -3715782.422378 + Penalty 3367.389080 = -3712415.033298
  nChanged 14
		SP:Iteration 85Q (15905.480000 sec): 3 clusters
  Score: Raw -3715787.369882 + Penalty 3367.389080 = -3712419.980802
  nChanged 8
		SP:Iteration 86Q (15905.540000 sec): 3 clusters
  Score: Raw -3715789.049961 + Penalty 3367.389080 = -3712421.660881
  nChanged 5
		SP:Iteration 87Q (15905.590000 sec): 3 clusters
  Score: Raw -3715790.588543 + Penalty 3367.389080 = -3712423.199463
  nChanged 3
		SP:Iteration 88Q (15905.650000 sec): 3 clusters
  Score: Raw -3715791.626047 + Penalty 3367.389080 = -3712424.236967
  nChanged 2
		SP:Iteration 89Q (15905.700000 sec): 3 clusters
  Score: Raw -3715792.001573 + Penalty 3367.389080 = -3712424.612493
  nChanged 2
		SP:Iteration 90Q (15905.760000 sec): 3 clusters
  Score: Raw -3715792.337837 + Penalty 3367.389080 = -3712424.948757
  nChanged 1
		SP:Iteration 91Q (15905.820000 sec): 3 clusters
  Score: Raw -3715792.480859 + Penalty 3367.389080 = -3712425.091779
  nChanged 0
		SP:Iteration 92F (15905.900000 sec): 3 clusters
  Score: Raw -3715792.480859 + Penalty 3367.389080 = -3712425.091779
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15905.940000 sec): 2 clusters
  Score: Raw -1552041.245636 + Penalty 1546.060039 = -1550495.185597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15905.970000 sec): 3 clusters
  Score: Raw -1544151.215153 + Penalty 3092.120078 = -1541059.095075
  nChanged 5963
		SP:Iteration 1F (15906.000000 sec): 3 clusters
  Score: Raw -1547278.972850 + Penalty 3092.120078 = -1544186.852772
  nChanged 806
		SP:Iteration 2F (15906.040000 sec): 3 clusters
  Score: Raw -1547659.581615 + Penalty 3092.120078 = -1544567.461537
  nChanged 804
		SP:Iteration 3F (15906.070000 sec): 3 clusters
  Score: Raw -1548107.434494 + Penalty 3092.120078 = -1545015.314416
  nChanged 864
		SP:Iteration 4F (15906.100000 sec): 3 clusters
  Score: Raw -1548673.862849 + Penalty 3092.120078 = -1545581.742771
  nChanged 913
		SP:Iteration 5F (15906.130000 sec): 3 clusters
  Score: Raw -1549356.524333 + Penalty 3092.120078 = -1546264.404255
  nChanged 922
		SP:Iteration 6F (15906.160000 sec): 3 clusters
  Score: Raw -1550047.661260 + Penalty 3092.120078 = -1546955.541182
  nChanged 835
		SP:Iteration 7F (15906.200000 sec): 3 clusters
  Score: Raw -1550710.603517 + Penalty 3092.120078 = -1547618.483439
  nChanged 708
		SP:Iteration 8F (15906.230000 sec): 3 clusters
  Score: Raw -1551366.654479 + Penalty 3092.120078 = -1548274.534401
  nChanged 589
		SP:Iteration 9Q (15906.260000 sec): 3 clusters
  Score: Raw -1552021.459371 + Penalty 3092.120078 = -1548929.339293
  nChanged 497
		SP:Iteration 10Q (15906.290000 sec): 3 clusters
  Score: Raw -1552565.780474 + Penalty 3092.120078 = -1549473.660396
  nChanged 350
		SP:Iteration 11Q (15906.320000 sec): 3 clusters
  Score: Raw -1552832.780709 + Penalty 3092.120078 = -1549740.660631
  nChanged 224
		SP:Iteration 12Q (15906.350000 sec): 3 clusters
  Score: Raw -1552939.308410 + Penalty 3092.120078 = -1549847.188332
  nChanged 134
		SP:Iteration 13Q (15906.380000 sec): 3 clusters
  Score: Raw -1552995.425739 + Penalty 3092.120078 = -1549903.305661
  nChanged 131
		SP:Iteration 14Q (15906.400000 sec): 3 clusters
  Score: Raw -1553055.691915 + Penalty 3092.120078 = -1549963.571837
  nChanged 132
		SP:Iteration 15Q (15906.430000 sec): 3 clusters
  Score: Raw -1553113.456683 + Penalty 3092.120078 = -1550021.336605
  nChanged 115
		SP:Iteration 16Q (15906.460000 sec): 3 clusters
  Score: Raw -1553166.674100 + Penalty 3092.120078 = -1550074.554023
  nChanged 101
		SP:Iteration 17Q (15906.490000 sec): 3 clusters
  Score: Raw -1553216.851768 + Penalty 3092.120078 = -1550124.731690
  nChanged 100
		SP:Iteration 18Q (15906.520000 sec): 3 clusters
  Score: Raw -1553259.854636 + Penalty 3092.120078 = -1550167.734558
  nChanged 87
		SP:Iteration 19Q (15906.540000 sec): 3 clusters
  Score: Raw -1553296.009667 + Penalty 3092.120078 = -1550203.889589
  nChanged 71
		SP:Iteration 20F (15906.580000 sec): 3 clusters
  Score: Raw -1553319.192661 + Penalty 3092.120078 = -1550227.072583
  nChanged 67
		SP:Iteration 21Q (15906.600000 sec): 3 clusters
  Score: Raw -1553337.918888 + Penalty 3092.120078 = -1550245.798810
  nChanged 59
		SP:Iteration 22Q (15906.630000 sec): 3 clusters
  Score: Raw -1553351.526224 + Penalty 3092.120078 = -1550259.406146
  nChanged 47
		SP:Iteration 23Q (15906.660000 sec): 3 clusters
  Score: Raw -1553360.136582 + Penalty 3092.120078 = -1550268.016504
  nChanged 37
		SP:Iteration 24Q (15906.680000 sec): 3 clusters
  Score: Raw -1553366.779273 + Penalty 3092.120078 = -1550274.659196
  nChanged 27
		SP:Iteration 25Q (15906.710000 sec): 3 clusters
  Score: Raw -1553370.148966 + Penalty 3092.120078 = -1550278.028888
  nChanged 25
		SP:Iteration 26Q (15906.740000 sec): 3 clusters
  Score: Raw -1553373.801279 + Penalty 3092.120078 = -1550281.681202
  nChanged 20
		SP:Iteration 27Q (15906.770000 sec): 3 clusters
  Score: Raw -1553376.816762 + Penalty 3092.120078 = -1550284.696684
  nChanged 17
		SP:Iteration 28Q (15906.800000 sec): 3 clusters
  Score: Raw -1553378.822249 + Penalty 3092.120078 = -1550286.702171
  nChanged 8
		SP:Iteration 29Q (15906.820000 sec): 3 clusters
  Score: Raw -1553379.843724 + Penalty 3092.120078 = -1550287.723646
  nChanged 11
		SP:Iteration 30Q (15906.850000 sec): 3 clusters
  Score: Raw -1553381.019610 + Penalty 3092.120078 = -1550288.899532
  nChanged 8
		SP:Iteration 31Q (15906.880000 sec): 3 clusters
  Score: Raw -1553382.069916 + Penalty 3092.120078 = -1550289.949838
  nChanged 9
		SP:Iteration 32Q (15906.910000 sec): 3 clusters
  Score: Raw -1553383.215957 + Penalty 3092.120078 = -1550291.095879
  nChanged 13
		SP:Iteration 33Q (15906.940000 sec): 3 clusters
  Score: Raw -1553385.382015 + Penalty 3092.120078 = -1550293.261937
  nChanged 13
		SP:Iteration 34Q (15906.970000 sec): 3 clusters
  Score: Raw -1553386.905174 + Penalty 3092.120078 = -1550294.785096
  nChanged 13
		SP:Iteration 35Q (15907.000000 sec): 3 clusters
  Score: Raw -1553388.697335 + Penalty 3092.120078 = -1550296.577257
  nChanged 13
		SP:Iteration 36Q (15907.020000 sec): 3 clusters
  Score: Raw -1553390.338997 + Penalty 3092.120078 = -1550298.218920
  nChanged 13
		SP:Iteration 37Q (15907.060000 sec): 3 clusters
  Score: Raw -1553391.770353 + Penalty 3092.120078 = -1550299.650275
  nChanged 12
		SP:Iteration 38Q (15907.080000 sec): 3 clusters
  Score: Raw -1553393.382699 + Penalty 3092.120078 = -1550301.262621
  nChanged 5
		SP:Iteration 39Q (15907.110000 sec): 3 clusters
  Score: Raw -1553393.917687 + Penalty 3092.120078 = -1550301.797609
  nChanged 5
		SP:Iteration 40F (15907.150000 sec): 3 clusters
  Score: Raw -1553394.546571 + Penalty 3092.120078 = -1550302.426494
  nChanged 4
		SP:Iteration 41Q (15907.180000 sec): 3 clusters
  Score: Raw -1553395.011261 + Penalty 3092.120078 = -1550302.891183
  nChanged 2
		SP:Iteration 42Q (15907.210000 sec): 3 clusters
  Score: Raw -1553395.140277 + Penalty 3092.120078 = -1550303.020199
  nChanged 1
		SP:Iteration 43Q (15907.240000 sec): 3 clusters
  Score: Raw -1553395.168194 + Penalty 3092.120078 = -1550303.048116
  nChanged 0
		SP:Iteration 44F (15907.270000 sec): 3 clusters
  Score: Raw -1553395.168194 + Penalty 3092.120078 = -1550303.048116
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15907.300000 sec): 2 clusters
  Score: Raw -1297102.347016 + Penalty 1515.559846 = -1295586.787170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15907.330000 sec): 3 clusters
  Score: Raw -1290616.164790 + Penalty 3031.119691 = -1287585.045099
  nChanged 4895
		SP:Iteration 1F (15907.360000 sec): 3 clusters
  Score: Raw -1293317.478580 + Penalty 3031.119691 = -1290286.358889
  nChanged 726
		SP:Iteration 2F (15907.390000 sec): 3 clusters
  Score: Raw -1293659.156414 + Penalty 3031.119691 = -1290628.036723
  nChanged 684
		SP:Iteration 3F (15907.420000 sec): 3 clusters
  Score: Raw -1294040.217613 + Penalty 3031.119691 = -1291009.097922
  nChanged 693
		SP:Iteration 4F (15907.450000 sec): 3 clusters
  Score: Raw -1294471.123520 + Penalty 3031.119691 = -1291440.003829
  nChanged 719
		SP:Iteration 5F (15907.480000 sec): 3 clusters
  Score: Raw -1294917.375398 + Penalty 3031.119691 = -1291886.255707
  nChanged 711
		SP:Iteration 6F (15907.500000 sec): 3 clusters
  Score: Raw -1295385.485706 + Penalty 3031.119691 = -1292354.366015
  nChanged 691
		SP:Iteration 7F (15907.530000 sec): 3 clusters
  Score: Raw -1295881.656267 + Penalty 3031.119691 = -1292850.536576
  nChanged 611
		SP:Iteration 8F (15907.560000 sec): 3 clusters
  Score: Raw -1296277.955245 + Penalty 3031.119691 = -1293246.835554
  nChanged 450
		SP:Iteration 9Q (15907.590000 sec): 3 clusters
  Score: Raw -1296558.438825 + Penalty 3031.119691 = -1293527.319134
  nChanged 375
		SP:Iteration 10Q (15907.620000 sec): 3 clusters
  Score: Raw -1296775.689459 + Penalty 3031.119691 = -1293744.569767
  nChanged 272
		SP:Iteration 11Q (15907.640000 sec): 3 clusters
  Score: Raw -1296919.302504 + Penalty 3031.119691 = -1293888.182813
  nChanged 209
		SP:Iteration 12Q (15907.670000 sec): 3 clusters
  Score: Raw -1297027.815605 + Penalty 3031.119691 = -1293996.695914
  nChanged 176
		SP:Iteration 13Q (15907.700000 sec): 3 clusters
  Score: Raw -1297110.232071 + Penalty 3031.119691 = -1294079.112380
  nChanged 142
		SP:Iteration 14Q (15907.720000 sec): 3 clusters
  Score: Raw -1297174.646027 + Penalty 3031.119691 = -1294143.526336
  nChanged 124
		SP:Iteration 15Q (15907.750000 sec): 3 clusters
  Score: Raw -1297234.777611 + Penalty 3031.119691 = -1294203.657920
  nChanged 105
		SP:Iteration 16Q (15907.780000 sec): 3 clusters
  Score: Raw -1297284.980728 + Penalty 3031.119691 = -1294253.861037
  nChanged 72
		SP:Iteration 17Q (15907.800000 sec): 3 clusters
  Score: Raw -1297321.993606 + Penalty 3031.119691 = -1294290.873915
  nChanged 58
		SP:Iteration 18Q (15907.830000 sec): 3 clusters
  Score: Raw -1297351.063182 + Penalty 3031.119691 = -1294319.943491
  nChanged 54
		SP:Iteration 19Q (15907.860000 sec): 3 clusters
  Score: Raw -1297379.445724 + Penalty 3031.119691 = -1294348.326033
  nChanged 43
		SP:Iteration 20F (15907.890000 sec): 3 clusters
  Score: Raw -1297401.456061 + Penalty 3031.119691 = -1294370.336370
  nChanged 35
		SP:Iteration 21Q (15907.910000 sec): 3 clusters
  Score: Raw -1297417.535110 + Penalty 3031.119691 = -1294386.415419
  nChanged 27
		SP:Iteration 22Q (15907.940000 sec): 3 clusters
  Score: Raw -1297429.188580 + Penalty 3031.119691 = -1294398.068889
  nChanged 20
		SP:Iteration 23Q (15907.960000 sec): 3 clusters
  Score: Raw -1297438.392308 + Penalty 3031.119691 = -1294407.272617
  nChanged 19
		SP:Iteration 24Q (15907.990000 sec): 3 clusters
  Score: Raw -1297449.112966 + Penalty 3031.119691 = -1294417.993275
  nChanged 25
		SP:Iteration 25Q (15908.020000 sec): 3 clusters
  Score: Raw -1297463.492215 + Penalty 3031.119691 = -1294432.372524
  nChanged 20
		SP:Iteration 26Q (15908.040000 sec): 3 clusters
  Score: Raw -1297475.600522 + Penalty 3031.119691 = -1294444.480831
  nChanged 19
		SP:Iteration 27Q (15908.070000 sec): 3 clusters
  Score: Raw -1297487.772891 + Penalty 3031.119691 = -1294456.653200
  nChanged 13
		SP:Iteration 28Q (15908.090000 sec): 3 clusters
  Score: Raw -1297494.730570 + Penalty 3031.119691 = -1294463.610879
  nChanged 11
		SP:Iteration 29Q (15908.120000 sec): 3 clusters
  Score: Raw -1297502.348001 + Penalty 3031.119691 = -1294471.228310
  nChanged 10
		SP:Iteration 30Q (15908.140000 sec): 3 clusters
  Score: Raw -1297506.275225 + Penalty 3031.119691 = -1294475.155534
  nChanged 7
		SP:Iteration 31Q (15908.170000 sec): 3 clusters
  Score: Raw -1297510.411379 + Penalty 3031.119691 = -1294479.291688
  nChanged 3
		SP:Iteration 32Q (15908.200000 sec): 3 clusters
  Score: Raw -1297512.086967 + Penalty 3031.119691 = -1294480.967276
  nChanged 5
		SP:Iteration 33Q (15908.220000 sec): 3 clusters
  Score: Raw -1297515.602343 + Penalty 3031.119691 = -1294484.482652
  nChanged 5
		SP:Iteration 34Q (15908.250000 sec): 3 clusters
  Score: Raw -1297518.696367 + Penalty 3031.119691 = -1294487.576676
  nChanged 4
		SP:Iteration 35Q (15908.280000 sec): 3 clusters
  Score: Raw -1297520.792051 + Penalty 3031.119691 = -1294489.672360
  nChanged 2
		SP:Iteration 36Q (15908.300000 sec): 3 clusters
  Score: Raw -1297522.051022 + Penalty 3031.119691 = -1294490.931331
  nChanged 2
		SP:Iteration 37Q (15908.330000 sec): 3 clusters
  Score: Raw -1297523.583373 + Penalty 3031.119691 = -1294492.463682
  nChanged 0
		SP:Iteration 38F (15908.360000 sec): 3 clusters
  Score: Raw -1297523.583373 + Penalty 3031.119691 = -1294492.463682
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15908.380000 sec): 2 clusters
  Score: Raw -622428.364348 + Penalty 1401.820155 = -621026.544193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15908.390000 sec): 3 clusters
  Score: Raw -619464.470010 + Penalty 2803.640310 = -616660.829700
  nChanged 2327
		SP:Iteration 1F (15908.410000 sec): 3 clusters
  Score: Raw -620834.594654 + Penalty 2803.640310 = -618030.954344
  nChanged 428
		SP:Iteration 2F (15908.420000 sec): 3 clusters
  Score: Raw -621087.550194 + Penalty 2803.640310 = -618283.909885
  nChanged 346
		SP:Iteration 3F (15908.440000 sec): 3 clusters
  Score: Raw -621296.851970 + Penalty 2803.640310 = -618493.211660
  nChanged 288
		SP:Iteration 4F (15908.450000 sec): 3 clusters
  Score: Raw -621470.226708 + Penalty 2803.640310 = -618666.586398
  nChanged 258
		SP:Iteration 5Q (15908.460000 sec): 3 clusters
  Score: Raw -621617.760418 + Penalty 2803.640310 = -618814.120109
  nChanged 226
		SP:Iteration 6Q (15908.480000 sec): 3 clusters
  Score: Raw -621755.911764 + Penalty 2803.640310 = -618952.271454
  nChanged 214
		SP:Iteration 7Q (15908.490000 sec): 3 clusters
  Score: Raw -621893.803979 + Penalty 2803.640310 = -619090.163669
  nChanged 190
		SP:Iteration 8Q (15908.500000 sec): 3 clusters
  Score: Raw -622011.324160 + Penalty 2803.640310 = -619207.683850
  nChanged 162
		SP:Iteration 9Q (15908.520000 sec): 3 clusters
  Score: Raw -622103.062874 + Penalty 2803.640310 = -619299.422564
  nChanged 135
		SP:Iteration 10Q (15908.530000 sec): 3 clusters
  Score: Raw -622170.478843 + Penalty 2803.640310 = -619366.838533
  nChanged 101
		SP:Iteration 11Q (15908.540000 sec): 3 clusters
  Score: Raw -622220.715569 + Penalty 2803.640310 = -619417.075260
  nChanged 87
		SP:Iteration 12Q (15908.560000 sec): 3 clusters
  Score: Raw -622260.643931 + Penalty 2803.640310 = -619457.003622
  nChanged 89
		SP:Iteration 13Q (15908.570000 sec): 3 clusters
  Score: Raw -622303.433824 + Penalty 2803.640310 = -619499.793514
  nChanged 92
		SP:Iteration 14Q (15908.580000 sec): 3 clusters
  Score: Raw -622350.432391 + Penalty 2803.640310 = -619546.792081
  nChanged 86
		SP:Iteration 15Q (15908.600000 sec): 3 clusters
  Score: Raw -622385.168999 + Penalty 2803.640310 = -619581.528690
  nChanged 68
		SP:Iteration 16Q (15908.610000 sec): 3 clusters
  Score: Raw -622413.961236 + Penalty 2803.640310 = -619610.320927
  nChanged 67
		SP:Iteration 17Q (15908.620000 sec): 3 clusters
  Score: Raw -622440.784738 + Penalty 2803.640310 = -619637.144429
  nChanged 61
		SP:Iteration 18Q (15908.640000 sec): 3 clusters
  Score: Raw -622465.810881 + Penalty 2803.640310 = -619662.170571
  nChanged 59
		SP:Iteration 19Q (15908.650000 sec): 3 clusters
  Score: Raw -622490.387855 + Penalty 2803.640310 = -619686.747545
  nChanged 69
		SP:Iteration 20F (15908.660000 sec): 3 clusters
  Score: Raw -622513.431682 + Penalty 2803.640310 = -619709.791372
  nChanged 42
		SP:Iteration 21Q (15908.680000 sec): 3 clusters
  Score: Raw -622526.622697 + Penalty 2803.640310 = -619722.982387
  nChanged 40
		SP:Iteration 22Q (15908.690000 sec): 3 clusters
  Score: Raw -622537.150476 + Penalty 2803.640310 = -619733.510166
  nChanged 28
		SP:Iteration 23Q (15908.700000 sec): 3 clusters
  Score: Raw -622544.390746 + Penalty 2803.640310 = -619740.750436
  nChanged 18
		SP:Iteration 24Q (15908.720000 sec): 3 clusters
  Score: Raw -622547.343032 + Penalty 2803.640310 = -619743.702723
  nChanged 10
		SP:Iteration 25Q (15908.730000 sec): 3 clusters
  Score: Raw -622548.596120 + Penalty 2803.640310 = -619744.955810
  nChanged 12
		SP:Iteration 26Q (15908.740000 sec): 3 clusters
  Score: Raw -622550.451962 + Penalty 2803.640310 = -619746.811652
  nChanged 13
		SP:Iteration 27Q (15908.760000 sec): 3 clusters
  Score: Raw -622553.537771 + Penalty 2803.640310 = -619749.897462
  nChanged 18
		SP:Iteration 28Q (15908.770000 sec): 3 clusters
  Score: Raw -622558.385312 + Penalty 2803.640310 = -619754.745002
  nChanged 28
		SP:Iteration 29Q (15908.780000 sec): 3 clusters
  Score: Raw -622564.624539 + Penalty 2803.640310 = -619760.984229
  nChanged 24
		SP:Iteration 30Q (15908.800000 sec): 3 clusters
  Score: Raw -622571.792831 + Penalty 2803.640310 = -619768.152522
  nChanged 20
		SP:Iteration 31Q (15908.810000 sec): 3 clusters
  Score: Raw -622578.593206 + Penalty 2803.640310 = -619774.952896
  nChanged 31
		SP:Iteration 32Q (15908.820000 sec): 3 clusters
  Score: Raw -622586.783180 + Penalty 2803.640310 = -619783.142870
  nChanged 23
		SP:Iteration 33Q (15908.840000 sec): 3 clusters
  Score: Raw -622591.989903 + Penalty 2803.640310 = -619788.349594
  nChanged 22
		SP:Iteration 34Q (15908.850000 sec): 3 clusters
  Score: Raw -622598.419978 + Penalty 2803.640310 = -619794.779668
  nChanged 18
		SP:Iteration 35Q (15908.860000 sec): 3 clusters
  Score: Raw -622601.570742 + Penalty 2803.640310 = -619797.930432
  nChanged 11
		SP:Iteration 36Q (15908.870000 sec): 3 clusters
  Score: Raw -622604.397803 + Penalty 2803.640310 = -619800.757494
  nChanged 16
		SP:Iteration 37Q (15908.880000 sec): 3 clusters
  Score: Raw -622609.550863 + Penalty 2803.640310 = -619805.910554
  nChanged 22
		SP:Iteration 38Q (15908.900000 sec): 3 clusters
  Score: Raw -622616.255941 + Penalty 2803.640310 = -619812.615631
  nChanged 25
		SP:Iteration 39Q (15908.910000 sec): 3 clusters
  Score: Raw -622623.445025 + Penalty 2803.640310 = -619819.804715
  nChanged 20
		SP:Iteration 40F (15908.920000 sec): 3 clusters
  Score: Raw -622629.186110 + Penalty 2803.640310 = -619825.545800
  nChanged 16
		SP:Iteration 41Q (15908.940000 sec): 3 clusters
  Score: Raw -622633.948684 + Penalty 2803.640310 = -619830.308374
  nChanged 13
		SP:Iteration 42Q (15908.950000 sec): 3 clusters
  Score: Raw -622636.538969 + Penalty 2803.640310 = -619832.898659
  nChanged 15
		SP:Iteration 43Q (15908.960000 sec): 3 clusters
  Score: Raw -622640.681188 + Penalty 2803.640310 = -619837.040879
  nChanged 14
		SP:Iteration 44Q (15908.980000 sec): 3 clusters
  Score: Raw -622643.819789 + Penalty 2803.640310 = -619840.179479
  nChanged 13
		SP:Iteration 45Q (15908.990000 sec): 3 clusters
  Score: Raw -622646.664216 + Penalty 2803.640310 = -619843.023906
  nChanged 12
		SP:Iteration 46Q (15909.000000 sec): 3 clusters
  Score: Raw -622649.717811 + Penalty 2803.640310 = -619846.077501
  nChanged 17
		SP:Iteration 47Q (15909.020000 sec): 3 clusters
  Score: Raw -622654.153167 + Penalty 2803.640310 = -619850.512857
  nChanged 15
		SP:Iteration 48Q (15909.030000 sec): 3 clusters
  Score: Raw -622656.470281 + Penalty 2803.640310 = -619852.829971
  nChanged 9
		SP:Iteration 49Q (15909.040000 sec): 3 clusters
  Score: Raw -622658.592732 + Penalty 2803.640310 = -619854.952422
  nChanged 10
		SP:Iteration 50Q (15909.050000 sec): 3 clusters
  Score: Raw -622660.340093 + Penalty 2803.640310 = -619856.699783
  nChanged 12
		SP:Iteration 51Q (15909.070000 sec): 3 clusters
  Score: Raw -622662.359676 + Penalty 2803.640310 = -619858.719366
  nChanged 13
		SP:Iteration 52Q (15909.080000 sec): 3 clusters
  Score: Raw -622665.180431 + Penalty 2803.640310 = -619861.540121
  nChanged 15
		SP:Iteration 53Q (15909.090000 sec): 3 clusters
  Score: Raw -622669.450850 + Penalty 2803.640310 = -619865.810541
  nChanged 22
		SP:Iteration 54Q (15909.100000 sec): 3 clusters
  Score: Raw -622676.610594 + Penalty 2803.640310 = -619872.970284
  nChanged 23
		SP:Iteration 55Q (15909.120000 sec): 3 clusters
  Score: Raw -622684.428810 + Penalty 2803.640310 = -619880.788501
  nChanged 26
		SP:Iteration 56Q (15909.130000 sec): 3 clusters
  Score: Raw -622694.588893 + Penalty 2803.640310 = -619890.948583
  nChanged 26
		SP:Iteration 57Q (15909.140000 sec): 3 clusters
  Score: Raw -622704.070942 + Penalty 2803.640310 = -619900.430632
  nChanged 34
		SP:Iteration 58Q (15909.160000 sec): 3 clusters
  Score: Raw -622719.516142 + Penalty 2803.640310 = -619915.875832
  nChanged 42
		SP:Iteration 59Q (15909.170000 sec): 3 clusters
  Score: Raw -622741.553799 + Penalty 2803.640310 = -619937.913489
  nChanged 51
		SP:Iteration 60F (15909.180000 sec): 3 clusters
  Score: Raw -622768.218585 + Penalty 2803.640310 = -619964.578275
  nChanged 47
		SP:Iteration 61Q (15909.200000 sec): 3 clusters
  Score: Raw -622786.362728 + Penalty 2803.640310 = -619982.722419
  nChanged 40
		SP:Iteration 62Q (15909.210000 sec): 3 clusters
  Score: Raw -622802.431076 + Penalty 2803.640310 = -619998.790766
  nChanged 35
		SP:Iteration 63Q (15909.220000 sec): 3 clusters
  Score: Raw -622816.673469 + Penalty 2803.640310 = -620013.033159
  nChanged 43
		SP:Iteration 64Q (15909.230000 sec): 3 clusters
  Score: Raw -622828.954638 + Penalty 2803.640310 = -620025.314329
  nChanged 29
		SP:Iteration 65Q (15909.240000 sec): 3 clusters
  Score: Raw -622841.478559 + Penalty 2803.640310 = -620037.838249
  nChanged 30
		SP:Iteration 66Q (15909.260000 sec): 3 clusters
  Score: Raw -622853.916207 + Penalty 2803.640310 = -620050.275897
  nChanged 36
		SP:Iteration 67Q (15909.270000 sec): 3 clusters
  Score: Raw -622868.706167 + Penalty 2803.640310 = -620065.065858
  nChanged 49
		SP:Iteration 68Q (15909.280000 sec): 3 clusters
  Score: Raw -622891.291332 + Penalty 2803.640310 = -620087.651023
  nChanged 44
		SP:Iteration 69Q (15909.290000 sec): 3 clusters
  Score: Raw -622910.261005 + Penalty 2803.640310 = -620106.620696
  nChanged 42
		SP:Iteration 70Q (15909.300000 sec): 3 clusters
  Score: Raw -622925.799974 + Penalty 2803.640310 = -620122.159665
  nChanged 38
		SP:Iteration 71Q (15909.320000 sec): 3 clusters
  Score: Raw -622942.134260 + Penalty 2803.640310 = -620138.493950
  nChanged 29
		SP:Iteration 72Q (15909.330000 sec): 3 clusters
  Score: Raw -622955.777636 + Penalty 2803.640310 = -620152.137327
  nChanged 38
		SP:Iteration 73Q (15909.340000 sec): 3 clusters
  Score: Raw -622973.491852 + Penalty 2803.640310 = -620169.851543
  nChanged 38
		SP:Iteration 74Q (15909.350000 sec): 3 clusters
  Score: Raw -622991.421670 + Penalty 2803.640310 = -620187.781361
  nChanged 31
		SP:Iteration 75Q (15909.360000 sec): 3 clusters
  Score: Raw -623004.021398 + Penalty 2803.640310 = -620200.381088
  nChanged 23
		SP:Iteration 76Q (15909.380000 sec): 3 clusters
  Score: Raw -623010.879469 + Penalty 2803.640310 = -620207.239159
  nChanged 23
		SP:Iteration 77Q (15909.380000 sec): 3 clusters
  Score: Raw -623016.557671 + Penalty 2803.640310 = -620212.917362
  nChanged 14
		SP:Iteration 78Q (15909.400000 sec): 3 clusters
  Score: Raw -623021.049422 + Penalty 2803.640310 = -620217.409113
  nChanged 12
		SP:Iteration 79Q (15909.410000 sec): 3 clusters
  Score: Raw -623025.234643 + Penalty 2803.640310 = -620221.594334
  nChanged 16
		SP:Iteration 80F (15909.420000 sec): 3 clusters
  Score: Raw -623031.609093 + Penalty 2803.640310 = -620227.968783
  nChanged 13
		SP:Iteration 81Q (15909.430000 sec): 3 clusters
  Score: Raw -623034.881359 + Penalty 2803.640310 = -620231.241049
  nChanged 9
		SP:Iteration 82Q (15909.440000 sec): 3 clusters
  Score: Raw -623038.010024 + Penalty 2803.640310 = -620234.369714
  nChanged 12
		SP:Iteration 83Q (15909.460000 sec): 3 clusters
  Score: Raw -623042.210579 + Penalty 2803.640310 = -620238.570269
  nChanged 13
		SP:Iteration 84Q (15909.470000 sec): 3 clusters
  Score: Raw -623045.950880 + Penalty 2803.640310 = -620242.310571
  nChanged 7
		SP:Iteration 85Q (15909.480000 sec): 3 clusters
  Score: Raw -623047.560378 + Penalty 2803.640310 = -620243.920068
  nChanged 5
		SP:Iteration 86Q (15909.490000 sec): 3 clusters
  Score: Raw -623048.271676 + Penalty 2803.640310 = -620244.631366
  nChanged 0
		SP:Iteration 87F (15909.500000 sec): 3 clusters
  Score: Raw -623048.271676 + Penalty 2803.640310 = -620244.631366
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (55756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15909.670000 sec): 2 clusters
  Score: Raw -6481131.788064 + Penalty 1775.920300 = -6479355.867764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15909.820000 sec): 3 clusters
  Score: Raw -6445860.712499 + Penalty 3551.840600 = -6442308.871899
  nChanged 26213
		SP:Iteration 1F (15909.960000 sec): 3 clusters
  Score: Raw -6460932.828429 + Penalty 3551.840600 = -6457380.987829
  nChanged 2332
		SP:Iteration 2Q (15910.120000 sec): 3 clusters
  Score: Raw -6461689.426173 + Penalty 3551.840600 = -6458137.585573
  nChanged 2364
		SP:Iteration 3Q (15910.260000 sec): 3 clusters
  Score: Raw -6462574.413435 + Penalty 3551.840600 = -6459022.572835
  nChanged 2658
		SP:Iteration 4Q (15910.420000 sec): 3 clusters
  Score: Raw -6463851.240827 + Penalty 3551.840600 = -6460299.400228
  nChanged 3054
		SP:Iteration 5F (15910.560000 sec): 3 clusters
  Score: Raw -6465510.715043 + Penalty 3551.840600 = -6461958.874444
  nChanged 3224
		SP:Iteration 6F (15910.700000 sec): 3 clusters
  Score: Raw -6467433.746446 + Penalty 3551.840600 = -6463881.905846
  nChanged 3388
		SP:Iteration 7F (15910.850000 sec): 3 clusters
  Score: Raw -6469617.268788 + Penalty 3551.840600 = -6466065.428188
  nChanged 3188
		SP:Iteration 8F (15910.990000 sec): 3 clusters
  Score: Raw -6471605.709062 + Penalty 3551.840600 = -6468053.868463
  nChanged 2709
		SP:Iteration 9Q (15911.130000 sec): 3 clusters
  Score: Raw -6473100.602653 + Penalty 3551.840600 = -6469548.762054
  nChanged 2171
		SP:Iteration 10Q (15911.270000 sec): 3 clusters
  Score: Raw -6474131.186300 + Penalty 3551.840600 = -6470579.345701
  nChanged 1684
		SP:Iteration 11Q (15911.420000 sec): 3 clusters
  Score: Raw -6474799.099775 + Penalty 3551.840600 = -6471247.259175
  nChanged 1288
		SP:Iteration 12Q (15911.560000 sec): 3 clusters
  Score: Raw -6475270.515396 + Penalty 3551.840600 = -6471718.674796
  nChanged 1027
		SP:Iteration 13Q (15911.700000 sec): 3 clusters
  Score: Raw -6475618.675053 + Penalty 3551.840600 = -6472066.834454
  nChanged 924
		SP:Iteration 14Q (15911.840000 sec): 3 clusters
  Score: Raw -6475927.433291 + Penalty 3551.840600 = -6472375.592691
  nChanged 859
		SP:Iteration 15Q (15911.980000 sec): 3 clusters
  Score: Raw -6476221.307898 + Penalty 3551.840600 = -6472669.467298
  nChanged 825
		SP:Iteration 16Q (15912.120000 sec): 3 clusters
  Score: Raw -6476519.062171 + Penalty 3551.840600 = -6472967.221571
  nChanged 819
		SP:Iteration 17Q (15912.260000 sec): 3 clusters
  Score: Raw -6476805.903522 + Penalty 3551.840600 = -6473254.062923
  nChanged 803
		SP:Iteration 18Q (15912.400000 sec): 3 clusters
  Score: Raw -6477089.402357 + Penalty 3551.840600 = -6473537.561757
  nChanged 793
		SP:Iteration 19Q (15912.540000 sec): 3 clusters
  Score: Raw -6477372.043230 + Penalty 3551.840600 = -6473820.202630
  nChanged 747
		SP:Iteration 20F (15912.680000 sec): 3 clusters
  Score: Raw -6477643.580421 + Penalty 3551.840600 = -6474091.739821
  nChanged 724
		SP:Iteration 21Q (15912.820000 sec): 3 clusters
  Score: Raw -6477892.781604 + Penalty 3551.840600 = -6474340.941004
  nChanged 706
		SP:Iteration 22Q (15912.950000 sec): 3 clusters
  Score: Raw -6478117.366676 + Penalty 3551.840600 = -6474565.526076
  nChanged 722
		SP:Iteration 23Q (15913.080000 sec): 3 clusters
  Score: Raw -6478346.083579 + Penalty 3551.840600 = -6474794.242979
  nChanged 652
		SP:Iteration 24Q (15913.210000 sec): 3 clusters
  Score: Raw -6478543.057810 + Penalty 3551.840600 = -6474991.217211
  nChanged 632
		SP:Iteration 25Q (15913.340000 sec): 3 clusters
  Score: Raw -6478737.811564 + Penalty 3551.840600 = -6475185.970964
  nChanged 619
		SP:Iteration 26Q (15913.470000 sec): 3 clusters
  Score: Raw -6478928.198832 + Penalty 3551.840600 = -6475376.358233
  nChanged 546
		SP:Iteration 27Q (15913.590000 sec): 3 clusters
  Score: Raw -6479097.128204 + Penalty 3551.840600 = -6475545.287604
  nChanged 566
		SP:Iteration 28Q (15913.720000 sec): 3 clusters
  Score: Raw -6479271.404883 + Penalty 3551.840600 = -6475719.564284
  nChanged 550
		SP:Iteration 29Q (15913.840000 sec): 3 clusters
  Score: Raw -6479437.480938 + Penalty 3551.840600 = -6475885.640338
  nChanged 493
		SP:Iteration 30Q (15913.960000 sec): 3 clusters
  Score: Raw -6479582.708931 + Penalty 3551.840600 = -6476030.868331
  nChanged 452
		SP:Iteration 31Q (15914.080000 sec): 3 clusters
  Score: Raw -6479711.511080 + Penalty 3551.840600 = -6476159.670480
  nChanged 424
		SP:Iteration 32Q (15914.200000 sec): 3 clusters
  Score: Raw -6479832.326058 + Penalty 3551.840600 = -6476280.485458
  nChanged 390
		SP:Iteration 33Q (15914.320000 sec): 3 clusters
  Score: Raw -6479941.566164 + Penalty 3551.840600 = -6476389.725565
  nChanged 377
		SP:Iteration 34Q (15914.440000 sec): 3 clusters
  Score: Raw -6480054.706394 + Penalty 3551.840600 = -6476502.865794
  nChanged 358
		SP:Iteration 35Q (15914.550000 sec): 3 clusters
  Score: Raw -6480158.471144 + Penalty 3551.840600 = -6476606.630544
  nChanged 296
		SP:Iteration 36Q (15914.670000 sec): 3 clusters
  Score: Raw -6480244.393960 + Penalty 3551.840600 = -6476692.553360
  nChanged 286
		SP:Iteration 37Q (15914.790000 sec): 3 clusters
  Score: Raw -6480328.829956 + Penalty 3551.840600 = -6476776.989356
  nChanged 291
		SP:Iteration 38Q (15914.900000 sec): 3 clusters
  Score: Raw -6480409.733920 + Penalty 3551.840600 = -6476857.893320
  nChanged 263
		SP:Iteration 39Q (15915.010000 sec): 3 clusters
  Score: Raw -6480480.932646 + Penalty 3551.840600 = -6476929.092046
  nChanged 235
		SP:Iteration 40F (15915.150000 sec): 3 clusters
  Score: Raw -6480547.611962 + Penalty 3551.840600 = -6476995.771363
  nChanged 246
		SP:Iteration 41Q (15915.260000 sec): 3 clusters
  Score: Raw -6480619.953489 + Penalty 3551.840600 = -6477068.112889
  nChanged 241
		SP:Iteration 42Q (15915.370000 sec): 3 clusters
  Score: Raw -6480692.686113 + Penalty 3551.840600 = -6477140.845513
  nChanged 206
		SP:Iteration 43Q (15915.480000 sec): 3 clusters
  Score: Raw -6480752.560100 + Penalty 3551.840600 = -6477200.719500
  nChanged 203
		SP:Iteration 44Q (15915.600000 sec): 3 clusters
  Score: Raw -6480818.866916 + Penalty 3551.840600 = -6477267.026317
  nChanged 196
		SP:Iteration 45Q (15915.710000 sec): 3 clusters
  Score: Raw -6480890.297715 + Penalty 3551.840600 = -6477338.457115
  nChanged 188
		SP:Iteration 46Q (15915.820000 sec): 3 clusters
  Score: Raw -6480953.082265 + Penalty 3551.840600 = -6477401.241666
  nChanged 162
		SP:Iteration 47Q (15915.930000 sec): 3 clusters
  Score: Raw -6481000.130607 + Penalty 3551.840600 = -6477448.290007
  nChanged 159
		SP:Iteration 48Q (15916.040000 sec): 3 clusters
  Score: Raw -6481044.972915 + Penalty 3551.840600 = -6477493.132315
  nChanged 125
		SP:Iteration 49Q (15916.150000 sec): 3 clusters
  Score: Raw -6481082.777325 + Penalty 3551.840600 = -6477530.936726
  nChanged 115
		SP:Iteration 50Q (15916.260000 sec): 3 clusters
  Score: Raw -6481118.235233 + Penalty 3551.840600 = -6477566.394633
  nChanged 104
		SP:Iteration 51Q (15916.370000 sec): 3 clusters
  Score: Raw -6481150.897361 + Penalty 3551.840600 = -6477599.056761
  nChanged 98
		SP:Iteration 52Q (15916.480000 sec): 3 clusters
  Score: Raw -6481180.619540 + Penalty 3551.840600 = -6477628.778940
  nChanged 103
		SP:Iteration 53Q (15916.580000 sec): 3 clusters
  Score: Raw -6481210.463918 + Penalty 3551.840600 = -6477658.623318
  nChanged 84
		SP:Iteration 54Q (15916.680000 sec): 3 clusters
  Score: Raw -6481237.286986 + Penalty 3551.840600 = -6477685.446386
  nChanged 81
		SP:Iteration 55Q (15916.780000 sec): 3 clusters
  Score: Raw -6481261.309612 + Penalty 3551.840600 = -6477709.469012
  nChanged 81
		SP:Iteration 56Q (15916.890000 sec): 3 clusters
  Score: Raw -6481290.138484 + Penalty 3551.840600 = -6477738.297885
  nChanged 80
		SP:Iteration 57Q (15916.990000 sec): 3 clusters
  Score: Raw -6481314.017848 + Penalty 3551.840600 = -6477762.177248
  nChanged 63
		SP:Iteration 58Q (15917.100000 sec): 3 clusters
  Score: Raw -6481332.847971 + Penalty 3551.840600 = -6477781.007371
  nChanged 52
		SP:Iteration 59Q (15917.210000 sec): 3 clusters
  Score: Raw -6481347.554575 + Penalty 3551.840600 = -6477795.713975
  nChanged 45
		SP:Iteration 60F (15917.350000 sec): 3 clusters
  Score: Raw -6481361.956177 + Penalty 3551.840600 = -6477810.115577
  nChanged 44
		SP:Iteration 61Q (15917.460000 sec): 3 clusters
  Score: Raw -6481379.585214 + Penalty 3551.840600 = -6477827.744614
  nChanged 46
		SP:Iteration 62Q (15917.560000 sec): 3 clusters
  Score: Raw -6481394.807408 + Penalty 3551.840600 = -6477842.966808
  nChanged 36
		SP:Iteration 63Q (15917.670000 sec): 3 clusters
  Score: Raw -6481405.871587 + Penalty 3551.840600 = -6477854.030987
  nChanged 29
		SP:Iteration 64Q (15917.780000 sec): 3 clusters
  Score: Raw -6481413.368754 + Penalty 3551.840600 = -6477861.528154
  nChanged 18
		SP:Iteration 65Q (15917.890000 sec): 3 clusters
  Score: Raw -6481418.658279 + Penalty 3551.840600 = -6477866.817679
  nChanged 17
		SP:Iteration 66Q (15917.990000 sec): 3 clusters
  Score: Raw -6481425.165041 + Penalty 3551.840600 = -6477873.324441
  nChanged 9
		SP:Iteration 67Q (15918.100000 sec): 3 clusters
  Score: Raw -6481428.112971 + Penalty 3551.840600 = -6477876.272371
  nChanged 9
		SP:Iteration 68Q (15918.200000 sec): 3 clusters
  Score: Raw -6481430.485563 + Penalty 3551.840600 = -6477878.644963
  nChanged 10
		SP:Iteration 69Q (15918.300000 sec): 3 clusters
  Score: Raw -6481433.396147 + Penalty 3551.840600 = -6477881.555547
  nChanged 12
		SP:Iteration 70Q (15918.410000 sec): 3 clusters
  Score: Raw -6481437.709125 + Penalty 3551.840600 = -6477885.868525
  nChanged 17
		SP:Iteration 71Q (15918.510000 sec): 3 clusters
  Score: Raw -6481443.290040 + Penalty 3551.840600 = -6477891.449440
  nChanged 15
		SP:Iteration 72Q (15918.620000 sec): 3 clusters
  Score: Raw -6481448.710940 + Penalty 3551.840600 = -6477896.870341
  nChanged 18
		SP:Iteration 73Q (15918.730000 sec): 3 clusters
  Score: Raw -6481456.149430 + Penalty 3551.840600 = -6477904.308830
  nChanged 13
		SP:Iteration 74Q (15918.830000 sec): 3 clusters
  Score: Raw -6481461.573355 + Penalty 3551.840600 = -6477909.732755
  nChanged 13
		SP:Iteration 75Q (15918.940000 sec): 3 clusters
  Score: Raw -6481467.580358 + Penalty 3551.840600 = -6477915.739758
  nChanged 19
		SP:Iteration 76Q (15919.040000 sec): 3 clusters
  Score: Raw -6481475.554234 + Penalty 3551.840600 = -6477923.713634
  nChanged 17
		SP:Iteration 77Q (15919.150000 sec): 3 clusters
  Score: Raw -6481480.682000 + Penalty 3551.840600 = -6477928.841400
  nChanged 12
		SP:Iteration 78Q (15919.260000 sec): 3 clusters
  Score: Raw -6481484.220163 + Penalty 3551.840600 = -6477932.379563
  nChanged 7
		SP:Iteration 79Q (15919.360000 sec): 3 clusters
  Score: Raw -6481487.674464 + Penalty 3551.840600 = -6477935.833865
  nChanged 10
		SP:Iteration 80F (15919.510000 sec): 3 clusters
  Score: Raw -6481490.372928 + Penalty 3551.840600 = -6477938.532328
  nChanged 10
		SP:Iteration 81Q (15919.620000 sec): 3 clusters
  Score: Raw -6481494.460706 + Penalty 3551.840600 = -6477942.620106
  nChanged 11
		SP:Iteration 82Q (15919.720000 sec): 3 clusters
  Score: Raw -6481497.633464 + Penalty 3551.840600 = -6477945.792865
  nChanged 10
		SP:Iteration 83Q (15919.830000 sec): 3 clusters
  Score: Raw -6481500.462285 + Penalty 3551.840600 = -6477948.621685
  nChanged 6
		SP:Iteration 84Q (15919.930000 sec): 3 clusters
  Score: Raw -6481502.557804 + Penalty 3551.840600 = -6477950.717204
  nChanged 3
		SP:Iteration 85Q (15920.040000 sec): 3 clusters
  Score: Raw -6481503.660222 + Penalty 3551.840600 = -6477951.819622
  nChanged 4
		SP:Iteration 86Q (15920.140000 sec): 3 clusters
  Score: Raw -6481504.416519 + Penalty 3551.840600 = -6477952.575919
  nChanged 2
		SP:Iteration 87Q (15920.250000 sec): 3 clusters
  Score: Raw -6481505.016676 + Penalty 3551.840600 = -6477953.176076
  nChanged 2
		SP:Iteration 88Q (15920.360000 sec): 3 clusters
  Score: Raw -6481505.415900 + Penalty 3551.840600 = -6477953.575300
  nChanged 1
		SP:Iteration 89Q (15920.460000 sec): 3 clusters
  Score: Raw -6481505.474302 + Penalty 3551.840600 = -6477953.633702
  nChanged 1
		SP:Iteration 90Q (15920.570000 sec): 3 clusters
  Score: Raw -6481505.536513 + Penalty 3551.840600 = -6477953.695914
  nChanged 0
		SP:Iteration 91F (15920.720000 sec): 3 clusters
  Score: Raw -6481505.536513 + Penalty 3551.840600 = -6477953.695914
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (105700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15921.020000 sec): 2 clusters
  Score: Raw -12107540.948041 + Penalty 1879.858528 = -12105661.089513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15921.310000 sec): 3 clusters
  Score: Raw -12038708.925920 + Penalty 3759.717056 = -12034949.208864
  nChanged 50508
		SP:Iteration 1F (15921.590000 sec): 3 clusters
  Score: Raw -12068585.420050 + Penalty 3759.717056 = -12064825.702994
  nChanged 4229
		SP:Iteration 2Q (15921.880000 sec): 3 clusters
  Score: Raw -12070053.380862 + Penalty 3759.717056 = -12066293.663806
  nChanged 4837
		SP:Iteration 3Q (15922.170000 sec): 3 clusters
  Score: Raw -12072070.363501 + Penalty 3759.717056 = -12068310.646445
  nChanged 5359
		SP:Iteration 4F (15922.450000 sec): 3 clusters
  Score: Raw -12074775.278577 + Penalty 3759.717056 = -12071015.561521
  nChanged 5951
		SP:Iteration 5F (15922.730000 sec): 3 clusters
  Score: Raw -12078184.002126 + Penalty 3759.717056 = -12074424.285070
  nChanged 6236
		SP:Iteration 6F (15923.000000 sec): 3 clusters
  Score: Raw -12081832.210091 + Penalty 3759.717056 = -12078072.493035
  nChanged 5977
		SP:Iteration 7F (15923.280000 sec): 3 clusters
  Score: Raw -12085231.534601 + Penalty 3759.717056 = -12081471.817546
  nChanged 5523
		SP:Iteration 8F (15923.560000 sec): 3 clusters
  Score: Raw -12088191.746019 + Penalty 3759.717056 = -12084432.028963
  nChanged 4839
		SP:Iteration 9Q (15923.840000 sec): 3 clusters
  Score: Raw -12090708.069223 + Penalty 3759.717056 = -12086948.352168
  nChanged 4132
		SP:Iteration 10Q (15924.110000 sec): 3 clusters
  Score: Raw -12092807.806541 + Penalty 3759.717056 = -12089048.089486
  nChanged 3608
		SP:Iteration 11Q (15924.380000 sec): 3 clusters
  Score: Raw -12094654.426799 + Penalty 3759.717056 = -12090894.709744
  nChanged 3126
		SP:Iteration 12Q (15924.640000 sec): 3 clusters
  Score: Raw -12096286.402877 + Penalty 3759.717056 = -12092526.685821
  nChanged 2763
		SP:Iteration 13Q (15924.900000 sec): 3 clusters
  Score: Raw -12097722.140386 + Penalty 3759.717056 = -12093962.423330
  nChanged 2366
		SP:Iteration 14Q (15925.160000 sec): 3 clusters
  Score: Raw -12099010.457678 + Penalty 3759.717056 = -12095250.740622
  nChanged 2150
		SP:Iteration 15Q (15925.410000 sec): 3 clusters
  Score: Raw -12100397.119755 + Penalty 3759.717056 = -12096637.402699
  nChanged 1909
		SP:Iteration 16Q (15925.650000 sec): 3 clusters
  Score: Raw -12101755.938876 + Penalty 3759.717056 = -12097996.221821
  nChanged 1670
		SP:Iteration 17Q (15925.890000 sec): 3 clusters
  Score: Raw -12102940.338579 + Penalty 3759.717056 = -12099180.621523
  nChanged 1476
		SP:Iteration 18Q (15926.130000 sec): 3 clusters
  Score: Raw -12103773.208777 + Penalty 3759.717056 = -12100013.491721
  nChanged 1290
		SP:Iteration 19Q (15926.360000 sec): 3 clusters
  Score: Raw -12104320.512285 + Penalty 3759.717056 = -12100560.795229
  nChanged 1104
		SP:Iteration 20F (15926.640000 sec): 3 clusters
  Score: Raw -12104741.757792 + Penalty 3759.717056 = -12100982.040736
  nChanged 930
		SP:Iteration 21Q (15926.870000 sec): 3 clusters
  Score: Raw -12105042.267261 + Penalty 3759.717056 = -12101282.550205
  nChanged 773
		SP:Iteration 22Q (15927.100000 sec): 3 clusters
  Score: Raw -12105254.652999 + Penalty 3759.717056 = -12101494.935944
  nChanged 620
		SP:Iteration 23Q (15927.330000 sec): 3 clusters
  Score: Raw -12105411.512383 + Penalty 3759.717056 = -12101651.795327
  nChanged 545
		SP:Iteration 24Q (15927.550000 sec): 3 clusters
  Score: Raw -12105520.427300 + Penalty 3759.717056 = -12101760.710244
  nChanged 445
		SP:Iteration 25Q (15927.770000 sec): 3 clusters
  Score: Raw -12105603.275418 + Penalty 3759.717056 = -12101843.558362
  nChanged 380
		SP:Iteration 26Q (15927.990000 sec): 3 clusters
  Score: Raw -12105663.589423 + Penalty 3759.717056 = -12101903.872367
  nChanged 335
		SP:Iteration 27Q (15928.210000 sec): 3 clusters
  Score: Raw -12105708.041301 + Penalty 3759.717056 = -12101948.324245
  nChanged 262
		SP:Iteration 28Q (15928.430000 sec): 3 clusters
  Score: Raw -12105740.316682 + Penalty 3759.717056 = -12101980.599626
  nChanged 222
		SP:Iteration 29Q (15928.650000 sec): 3 clusters
  Score: Raw -12105767.913572 + Penalty 3759.717056 = -12102008.196516
  nChanged 205
		SP:Iteration 30Q (15928.870000 sec): 3 clusters
  Score: Raw -12105792.263937 + Penalty 3759.717056 = -12102032.546881
  nChanged 204
		SP:Iteration 31Q (15929.100000 sec): 3 clusters
  Score: Raw -12105814.064544 + Penalty 3759.717056 = -12102054.347489
  nChanged 198
		SP:Iteration 32Q (15929.320000 sec): 3 clusters
  Score: Raw -12105833.400666 + Penalty 3759.717056 = -12102073.683610
  nChanged 170
		SP:Iteration 33Q (15929.530000 sec): 3 clusters
  Score: Raw -12105850.808104 + Penalty 3759.717056 = -12102091.091048
  nChanged 147
		SP:Iteration 34Q (15929.740000 sec): 3 clusters
  Score: Raw -12105863.919292 + Penalty 3759.717056 = -12102104.202236
  nChanged 137
		SP:Iteration 35Q (15929.960000 sec): 3 clusters
  Score: Raw -12105875.887067 + Penalty 3759.717056 = -12102116.170011
  nChanged 133
		SP:Iteration 36Q (15930.180000 sec): 3 clusters
  Score: Raw -12105887.900266 + Penalty 3759.717056 = -12102128.183210
  nChanged 144
		SP:Iteration 37Q (15930.400000 sec): 3 clusters
  Score: Raw -12105901.633447 + Penalty 3759.717056 = -12102141.916391
  nChanged 135
		SP:Iteration 38Q (15930.610000 sec): 3 clusters
  Score: Raw -12105913.533191 + Penalty 3759.717056 = -12102153.816135
  nChanged 131
		SP:Iteration 39Q (15930.830000 sec): 3 clusters
  Score: Raw -12105925.501117 + Penalty 3759.717056 = -12102165.784061
  nChanged 135
		SP:Iteration 40F (15931.110000 sec): 3 clusters
  Score: Raw -12105937.173715 + Penalty 3759.717056 = -12102177.456659
  nChanged 120
		SP:Iteration 41Q (15931.330000 sec): 3 clusters
  Score: Raw -12105946.553256 + Penalty 3759.717056 = -12102186.836200
  nChanged 123
		SP:Iteration 42Q (15931.550000 sec): 3 clusters
  Score: Raw -12105956.193677 + Penalty 3759.717056 = -12102196.476621
  nChanged 111
		SP:Iteration 43Q (15931.770000 sec): 3 clusters
  Score: Raw -12105964.327304 + Penalty 3759.717056 = -12102204.610248
  nChanged 104
		SP:Iteration 44Q (15931.980000 sec): 3 clusters
  Score: Raw -12105971.963685 + Penalty 3759.717056 = -12102212.246629
  nChanged 114
		SP:Iteration 45Q (15932.190000 sec): 3 clusters
  Score: Raw -12105982.652679 + Penalty 3759.717056 = -12102222.935623
  nChanged 131
		SP:Iteration 46Q (15932.410000 sec): 3 clusters
  Score: Raw -12105994.679574 + Penalty 3759.717056 = -12102234.962519
  nChanged 125
		SP:Iteration 47Q (15932.610000 sec): 3 clusters
  Score: Raw -12106005.327072 + Penalty 3759.717056 = -12102245.610016
  nChanged 109
		SP:Iteration 48Q (15932.820000 sec): 3 clusters
  Score: Raw -12106014.818328 + Penalty 3759.717056 = -12102255.101272
  nChanged 102
		SP:Iteration 49Q (15933.030000 sec): 3 clusters
  Score: Raw -12106022.051438 + Penalty 3759.717056 = -12102262.334382
  nChanged 88
		SP:Iteration 50Q (15933.250000 sec): 3 clusters
  Score: Raw -12106028.421604 + Penalty 3759.717056 = -12102268.704548
  nChanged 85
		SP:Iteration 51Q (15933.460000 sec): 3 clusters
  Score: Raw -12106033.481488 + Penalty 3759.717056 = -12102273.764432
  nChanged 64
		SP:Iteration 52Q (15933.680000 sec): 3 clusters
  Score: Raw -12106037.420904 + Penalty 3759.717056 = -12102277.703848
  nChanged 61
		SP:Iteration 53Q (15933.890000 sec): 3 clusters
  Score: Raw -12106041.099971 + Penalty 3759.717056 = -12102281.382915
  nChanged 64
		SP:Iteration 54Q (15934.110000 sec): 3 clusters
  Score: Raw -12106045.061483 + Penalty 3759.717056 = -12102285.344427
  nChanged 67
		SP:Iteration 55Q (15934.330000 sec): 3 clusters
  Score: Raw -12106048.493093 + Penalty 3759.717056 = -12102288.776037
  nChanged 55
		SP:Iteration 56Q (15934.540000 sec): 3 clusters
  Score: Raw -12106051.302720 + Penalty 3759.717056 = -12102291.585665
  nChanged 47
		SP:Iteration 57Q (15934.750000 sec): 3 clusters
  Score: Raw -12106053.852021 + Penalty 3759.717056 = -12102294.134965
  nChanged 63
		SP:Iteration 58Q (15934.970000 sec): 3 clusters
  Score: Raw -12106058.121481 + Penalty 3759.717056 = -12102298.404426
  nChanged 75
		SP:Iteration 59Q (15935.180000 sec): 3 clusters
  Score: Raw -12106062.817505 + Penalty 3759.717056 = -12102303.100450
  nChanged 88
		SP:Iteration 60F (15935.460000 sec): 3 clusters
  Score: Raw -12106070.125008 + Penalty 3759.717056 = -12102310.407952
  nChanged 97
		SP:Iteration 61Q (15935.670000 sec): 3 clusters
  Score: Raw -12106077.745270 + Penalty 3759.717056 = -12102318.028214
  nChanged 87
		SP:Iteration 62Q (15935.890000 sec): 3 clusters
  Score: Raw -12106084.653649 + Penalty 3759.717056 = -12102324.936593
  nChanged 99
		SP:Iteration 63Q (15936.110000 sec): 3 clusters
  Score: Raw -12106092.055334 + Penalty 3759.717056 = -12102332.338278
  nChanged 90
		SP:Iteration 64Q (15936.330000 sec): 3 clusters
  Score: Raw -12106098.521746 + Penalty 3759.717056 = -12102338.804690
  nChanged 81
		SP:Iteration 65Q (15936.540000 sec): 3 clusters
  Score: Raw -12106105.598647 + Penalty 3759.717056 = -12102345.881591
  nChanged 87
		SP:Iteration 66Q (15936.760000 sec): 3 clusters
  Score: Raw -12106112.613524 + Penalty 3759.717056 = -12102352.896468
  nChanged 91
		SP:Iteration 67Q (15936.970000 sec): 3 clusters
  Score: Raw -12106119.427449 + Penalty 3759.717056 = -12102359.710393
  nChanged 86
		SP:Iteration 68Q (15937.180000 sec): 3 clusters
  Score: Raw -12106125.644125 + Penalty 3759.717056 = -12102365.927069
  nChanged 89
		SP:Iteration 69Q (15937.390000 sec): 3 clusters
  Score: Raw -12106132.412514 + Penalty 3759.717056 = -12102372.695458
  nChanged 82
		SP:Iteration 70Q (15937.600000 sec): 3 clusters
  Score: Raw -12106137.819397 + Penalty 3759.717056 = -12102378.102341
  nChanged 71
		SP:Iteration 71Q (15937.820000 sec): 3 clusters
  Score: Raw -12106143.802269 + Penalty 3759.717056 = -12102384.085213
  nChanged 90
		SP:Iteration 72Q (15938.030000 sec): 3 clusters
  Score: Raw -12106151.686491 + Penalty 3759.717056 = -12102391.969435
  nChanged 88
		SP:Iteration 73Q (15938.240000 sec): 3 clusters
  Score: Raw -12106158.661530 + Penalty 3759.717056 = -12102398.944474
  nChanged 77
		SP:Iteration 74Q (15938.450000 sec): 3 clusters
  Score: Raw -12106165.498086 + Penalty 3759.717056 = -12102405.781030
  nChanged 95
		SP:Iteration 75Q (15938.660000 sec): 3 clusters
  Score: Raw -12106174.377097 + Penalty 3759.717056 = -12102414.660041
  nChanged 106
		SP:Iteration 76Q (15938.870000 sec): 3 clusters
  Score: Raw -12106183.782514 + Penalty 3759.717056 = -12102424.065458
  nChanged 102
		SP:Iteration 77Q (15939.080000 sec): 3 clusters
  Score: Raw -12106192.475864 + Penalty 3759.717056 = -12102432.758808
  nChanged 95
		SP:Iteration 78Q (15939.290000 sec): 3 clusters
  Score: Raw -12106200.056939 + Penalty 3759.717056 = -12102440.339883
  nChanged 99
		SP:Iteration 79Q (15939.500000 sec): 3 clusters
  Score: Raw -12106210.175227 + Penalty 3759.717056 = -12102450.458171
  nChanged 102
		SP:Iteration 80F (15939.780000 sec): 3 clusters
  Score: Raw -12106220.941926 + Penalty 3759.717056 = -12102461.224870
  nChanged 102
		SP:Iteration 81Q (15939.990000 sec): 3 clusters
  Score: Raw -12106229.787839 + Penalty 3759.717056 = -12102470.070783
  nChanged 92
		SP:Iteration 82Q (15940.200000 sec): 3 clusters
  Score: Raw -12106238.251965 + Penalty 3759.717056 = -12102478.534909
  nChanged 90
		SP:Iteration 83Q (15940.410000 sec): 3 clusters
  Score: Raw -12106245.978484 + Penalty 3759.717056 = -12102486.261428
  nChanged 80
		SP:Iteration 84Q (15940.620000 sec): 3 clusters
  Score: Raw -12106252.431832 + Penalty 3759.717056 = -12102492.714776
  nChanged 81
		SP:Iteration 85Q (15940.830000 sec): 3 clusters
  Score: Raw -12106259.221067 + Penalty 3759.717056 = -12102499.504011
  nChanged 83
		SP:Iteration 86Q (15941.040000 sec): 3 clusters
  Score: Raw -12106265.974337 + Penalty 3759.717056 = -12102506.257281
  nChanged 92
		SP:Iteration 87Q (15941.260000 sec): 3 clusters
  Score: Raw -12106273.725411 + Penalty 3759.717056 = -12102514.008355
  nChanged 96
		SP:Iteration 88Q (15941.470000 sec): 3 clusters
  Score: Raw -12106281.766144 + Penalty 3759.717056 = -12102522.049088
  nChanged 92
		SP:Iteration 89Q (15941.680000 sec): 3 clusters
  Score: Raw -12106289.255379 + Penalty 3759.717056 = -12102529.538323
  nChanged 95
		SP:Iteration 90Q (15941.900000 sec): 3 clusters
  Score: Raw -12106297.831785 + Penalty 3759.717056 = -12102538.114730
  nChanged 110
		SP:Iteration 91Q (15942.110000 sec): 3 clusters
  Score: Raw -12106308.411237 + Penalty 3759.717056 = -12102548.694181
  nChanged 111
		SP:Iteration 92Q (15942.320000 sec): 3 clusters
  Score: Raw -12106319.766786 + Penalty 3759.717056 = -12102560.049730
  nChanged 129
		SP:Iteration 93Q (15942.530000 sec): 3 clusters
  Score: Raw -12106334.930328 + Penalty 3759.717056 = -12102575.213272
  nChanged 137
		SP:Iteration 94Q (15942.740000 sec): 3 clusters
  Score: Raw -12106348.569139 + Penalty 3759.717056 = -12102588.852083
  nChanged 125
		SP:Iteration 95Q (15942.960000 sec): 3 clusters
  Score: Raw -12106362.025705 + Penalty 3759.717056 = -12102602.308649
  nChanged 139
		SP:Iteration 96Q (15943.170000 sec): 3 clusters
  Score: Raw -12106380.225754 + Penalty 3759.717056 = -12102620.508698
  nChanged 148
		SP:Iteration 97Q (15943.380000 sec): 3 clusters
  Score: Raw -12106401.094111 + Penalty 3759.717056 = -12102641.377055
  nChanged 151
		SP:Iteration 98Q (15943.590000 sec): 3 clusters
  Score: Raw -12106420.908007 + Penalty 3759.717056 = -12102661.190951
  nChanged 185
		SP:Iteration 99Q (15943.800000 sec): 3 clusters
  Score: Raw -12106447.922578 + Penalty 3759.717056 = -12102688.205522
  nChanged 180
		SP:Iteration 100F (15944.080000 sec): 3 clusters
  Score: Raw -12106477.151331 + Penalty 3759.717056 = -12102717.434275
  nChanged 200
		SP:Iteration 101Q (15944.290000 sec): 3 clusters
  Score: Raw -12106512.253071 + Penalty 3759.717056 = -12102752.536015
  nChanged 215
		SP:Iteration 102Q (15944.500000 sec): 3 clusters
  Score: Raw -12106549.819176 + Penalty 3759.717056 = -12102790.102120
  nChanged 202
		SP:Iteration 103Q (15944.700000 sec): 3 clusters
  Score: Raw -12106582.367487 + Penalty 3759.717056 = -12102822.650431
  nChanged 190
		SP:Iteration 104Q (15944.910000 sec): 3 clusters
  Score: Raw -12106615.635915 + Penalty 3759.717056 = -12102855.918859
  nChanged 219
		SP:Iteration 105Q (15945.120000 sec): 3 clusters
  Score: Raw -12106656.230006 + Penalty 3759.717056 = -12102896.512950
  nChanged 210
		SP:Iteration 106Q (15945.320000 sec): 3 clusters
  Score: Raw -12106695.352410 + Penalty 3759.717056 = -12102935.635354
  nChanged 215
		SP:Iteration 107Q (15945.530000 sec): 3 clusters
  Score: Raw -12106733.904471 + Penalty 3759.717056 = -12102974.187415
  nChanged 207
		SP:Iteration 108Q (15945.730000 sec): 3 clusters
  Score: Raw -12106770.295878 + Penalty 3759.717056 = -12103010.578822
  nChanged 221
		SP:Iteration 109Q (15945.930000 sec): 3 clusters
  Score: Raw -12106813.936469 + Penalty 3759.717056 = -12103054.219413
  nChanged 235
		SP:Iteration 110Q (15946.130000 sec): 3 clusters
  Score: Raw -12106862.723535 + Penalty 3759.717056 = -12103103.006479
  nChanged 235
		SP:Iteration 111Q (15946.330000 sec): 3 clusters
  Score: Raw -12106917.277342 + Penalty 3759.717056 = -12103157.560286
  nChanged 242
		SP:Iteration 112Q (15946.530000 sec): 3 clusters
  Score: Raw -12106971.994727 + Penalty 3759.717056 = -12103212.277672
  nChanged 214
		SP:Iteration 113Q (15946.740000 sec): 3 clusters
  Score: Raw -12107021.559271 + Penalty 3759.717056 = -12103261.842215
  nChanged 231
		SP:Iteration 114Q (15946.940000 sec): 3 clusters
  Score: Raw -12107073.416546 + Penalty 3759.717056 = -12103313.699490
  nChanged 216
		SP:Iteration 115Q (15947.140000 sec): 3 clusters
  Score: Raw -12107123.535851 + Penalty 3759.717056 = -12103363.818795
  nChanged 212
		SP:Iteration 116Q (15947.340000 sec): 3 clusters
  Score: Raw -12107175.387083 + Penalty 3759.717056 = -12103415.670027
  nChanged 208
		SP:Iteration 117Q (15947.540000 sec): 3 clusters
  Score: Raw -12107230.268652 + Penalty 3759.717056 = -12103470.551596
  nChanged 193
		SP:Iteration 118Q (15947.740000 sec): 3 clusters
  Score: Raw -12107278.579293 + Penalty 3759.717056 = -12103518.862237
  nChanged 169
		SP:Iteration 119Q (15947.930000 sec): 3 clusters
  Score: Raw -12107318.581422 + Penalty 3759.717056 = -12103558.864366
  nChanged 144
		SP:Iteration 120F (15948.200000 sec): 3 clusters
  Score: Raw -12107353.485091 + Penalty 3759.717056 = -12103593.768035
  nChanged 150
		SP:Iteration 121Q (15948.400000 sec): 3 clusters
  Score: Raw -12107389.443059 + Penalty 3759.717056 = -12103629.726003
  nChanged 128
		SP:Iteration 122Q (15948.600000 sec): 3 clusters
  Score: Raw -12107422.559196 + Penalty 3759.717056 = -12103662.842140
  nChanged 133
		SP:Iteration 123Q (15948.800000 sec): 3 clusters
  Score: Raw -12107459.657259 + Penalty 3759.717056 = -12103699.940203
  nChanged 125
		SP:Iteration 124Q (15949.000000 sec): 3 clusters
  Score: Raw -12107495.388391 + Penalty 3759.717056 = -12103735.671335
  nChanged 109
		SP:Iteration 125Q (15949.200000 sec): 3 clusters
  Score: Raw -12107526.490023 + Penalty 3759.717056 = -12103766.772968
  nChanged 107
		SP:Iteration 126Q (15949.400000 sec): 3 clusters
  Score: Raw -12107556.591892 + Penalty 3759.717056 = -12103796.874836
  nChanged 90
		SP:Iteration 127Q (15949.590000 sec): 3 clusters
  Score: Raw -12107579.650627 + Penalty 3759.717056 = -12103819.933572
  nChanged 82
		SP:Iteration 128Q (15949.790000 sec): 3 clusters
  Score: Raw -12107599.560102 + Penalty 3759.717056 = -12103839.843046
  nChanged 68
		SP:Iteration 129Q (15949.990000 sec): 3 clusters
  Score: Raw -12107614.867004 + Penalty 3759.717056 = -12103855.149948
  nChanged 60
		SP:Iteration 130Q (15950.190000 sec): 3 clusters
  Score: Raw -12107631.550103 + Penalty 3759.717056 = -12103871.833047
  nChanged 61
		SP:Iteration 131Q (15950.390000 sec): 3 clusters
  Score: Raw -12107647.830018 + Penalty 3759.717056 = -12103888.112963
  nChanged 59
		SP:Iteration 132Q (15950.580000 sec): 3 clusters
  Score: Raw -12107664.677111 + Penalty 3759.717056 = -12103904.960055
  nChanged 59
		SP:Iteration 133Q (15950.780000 sec): 3 clusters
  Score: Raw -12107682.956510 + Penalty 3759.717056 = -12103923.239454
  nChanged 50
		SP:Iteration 134Q (15950.980000 sec): 3 clusters
  Score: Raw -12107697.502408 + Penalty 3759.717056 = -12103937.785352
  nChanged 45
		SP:Iteration 135Q (15951.180000 sec): 3 clusters
  Score: Raw -12107710.200192 + Penalty 3759.717056 = -12103950.483136
  nChanged 45
		SP:Iteration 136Q (15951.370000 sec): 3 clusters
  Score: Raw -12107723.133465 + Penalty 3759.717056 = -12103963.416409
  nChanged 40
		SP:Iteration 137Q (15951.560000 sec): 3 clusters
  Score: Raw -12107734.290612 + Penalty 3759.717056 = -12103974.573556
  nChanged 35
		SP:Iteration 138Q (15951.760000 sec): 3 clusters
  Score: Raw -12107743.505466 + Penalty 3759.717056 = -12103983.788410
  nChanged 28
		SP:Iteration 139Q (15951.960000 sec): 3 clusters
  Score: Raw -12107749.992664 + Penalty 3759.717056 = -12103990.275608
  nChanged 23
		SP:Iteration 140F (15952.230000 sec): 3 clusters
  Score: Raw -12107757.154161 + Penalty 3759.717056 = -12103997.437105
  nChanged 22
		SP:Iteration 141Q (15952.420000 sec): 3 clusters
  Score: Raw -12107764.591799 + Penalty 3759.717056 = -12104004.874743
  nChanged 24
		SP:Iteration 142Q (15952.610000 sec): 3 clusters
  Score: Raw -12107769.993614 + Penalty 3759.717056 = -12104010.276558
  nChanged 21
		SP:Iteration 143Q (15952.810000 sec): 3 clusters
  Score: Raw -12107776.183568 + Penalty 3759.717056 = -12104016.466512
  nChanged 20
		SP:Iteration 144Q (15953.000000 sec): 3 clusters
  Score: Raw -12107780.167405 + Penalty 3759.717056 = -12104020.450349
  nChanged 14
		SP:Iteration 145Q (15953.210000 sec): 3 clusters
  Score: Raw -12107783.041315 + Penalty 3759.717056 = -12104023.324259
  nChanged 12
		SP:Iteration 146Q (15953.410000 sec): 3 clusters
  Score: Raw -12107785.975846 + Penalty 3759.717056 = -12104026.258790
  nChanged 17
		SP:Iteration 147Q (15953.600000 sec): 3 clusters
  Score: Raw -12107790.295523 + Penalty 3759.717056 = -12104030.578467
  nChanged 16
		SP:Iteration 148Q (15953.800000 sec): 3 clusters
  Score: Raw -12107794.386057 + Penalty 3759.717056 = -12104034.669001
  nChanged 14
		SP:Iteration 149Q (15953.990000 sec): 3 clusters
  Score: Raw -12107798.389899 + Penalty 3759.717056 = -12104038.672843
  nChanged 16
		SP:Iteration 150Q (15954.190000 sec): 3 clusters
  Score: Raw -12107801.898740 + Penalty 3759.717056 = -12104042.181684
  nChanged 12
		SP:Iteration 151Q (15954.380000 sec): 3 clusters
  Score: Raw -12107806.522716 + Penalty 3759.717056 = -12104046.805660
  nChanged 25
		SP:Iteration 152Q (15954.570000 sec): 3 clusters
  Score: Raw -12107814.494949 + Penalty 3759.717056 = -12104054.777893
  nChanged 20
		SP:Iteration 153Q (15954.770000 sec): 3 clusters
  Score: Raw -12107819.131892 + Penalty 3759.717056 = -12104059.414836
  nChanged 16
		SP:Iteration 154Q (15954.960000 sec): 3 clusters
  Score: Raw -12107824.137532 + Penalty 3759.717056 = -12104064.420476
  nChanged 16
		SP:Iteration 155Q (15955.160000 sec): 3 clusters
  Score: Raw -12107829.220339 + Penalty 3759.717056 = -12104069.503283
  nChanged 18
		SP:Iteration 156Q (15955.350000 sec): 3 clusters
  Score: Raw -12107833.254304 + Penalty 3759.717056 = -12104073.537248
  nChanged 15
		SP:Iteration 157Q (15955.540000 sec): 3 clusters
  Score: Raw -12107837.654325 + Penalty 3759.717056 = -12104077.937269
  nChanged 11
		SP:Iteration 158Q (15955.740000 sec): 3 clusters
  Score: Raw -12107840.317364 + Penalty 3759.717056 = -12104080.600308
  nChanged 6
		SP:Iteration 159Q (15955.940000 sec): 3 clusters
  Score: Raw -12107841.819846 + Penalty 3759.717056 = -12104082.102790
  nChanged 4
		SP:Iteration 160F (15956.210000 sec): 3 clusters
  Score: Raw -12107842.756084 + Penalty 3759.717056 = -12104083.039029
  nChanged 7
		SP:Iteration 161Q (15956.400000 sec): 3 clusters
  Score: Raw -12107844.911124 + Penalty 3759.717056 = -12104085.194068
  nChanged 8
		SP:Iteration 162Q (15956.600000 sec): 3 clusters
  Score: Raw -12107847.309690 + Penalty 3759.717056 = -12104087.592634
  nChanged 8
		SP:Iteration 163Q (15956.800000 sec): 3 clusters
  Score: Raw -12107849.434787 + Penalty 3759.717056 = -12104089.717731
  nChanged 8
		SP:Iteration 164Q (15956.990000 sec): 3 clusters
  Score: Raw -12107851.179380 + Penalty 3759.717056 = -12104091.462324
  nChanged 5
		SP:Iteration 165Q (15957.180000 sec): 3 clusters
  Score: Raw -12107852.636582 + Penalty 3759.717056 = -12104092.919526
  nChanged 4
		SP:Iteration 166Q (15957.380000 sec): 3 clusters
  Score: Raw -12107853.772813 + Penalty 3759.717056 = -12104094.055757
  nChanged 3
		SP:Iteration 167Q (15957.570000 sec): 3 clusters
  Score: Raw -12107854.367513 + Penalty 3759.717056 = -12104094.650457
  nChanged 2
		SP:Iteration 168Q (15957.770000 sec): 3 clusters
  Score: Raw -12107854.930922 + Penalty 3759.717056 = -12104095.213866
  nChanged 2
		SP:Iteration 169Q (15957.960000 sec): 3 clusters
  Score: Raw -12107855.163791 + Penalty 3759.717056 = -12104095.446736
  nChanged 1
		SP:Iteration 170Q (15958.150000 sec): 3 clusters
  Score: Raw -12107855.839412 + Penalty 3759.717056 = -12104096.122356
  nChanged 3
		SP:Iteration 171Q (15958.350000 sec): 3 clusters
  Score: Raw -12107856.835778 + Penalty 3759.717056 = -12104097.118722
  nChanged 5
		SP:Iteration 172Q (15958.540000 sec): 3 clusters
  Score: Raw -12107858.051500 + Penalty 3759.717056 = -12104098.334444
  nChanged 4
		SP:Iteration 173Q (15958.740000 sec): 3 clusters
  Score: Raw -12107859.170727 + Penalty 3759.717056 = -12104099.453671
  nChanged 3
		SP:Iteration 174Q (15958.940000 sec): 3 clusters
  Score: Raw -12107859.874880 + Penalty 3759.717056 = -12104100.157824
  nChanged 0
		SP:Iteration 175F (15959.210000 sec): 3 clusters
  Score: Raw -12107859.874880 + Penalty 3759.717056 = -12104100.157824
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15959.290000 sec): 2 clusters
  Score: Raw -490710.218428 + Penalty 1367.535542 = -489342.682886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15959.300000 sec): 3 clusters
  Score: Raw -488396.855826 + Penalty 2735.071084 = -485661.784742
  nChanged 1776
		SP:Iteration 1F (15959.310000 sec): 3 clusters
  Score: Raw -489436.499380 + Penalty 2735.071084 = -486701.428296
  nChanged 320
		SP:Iteration 2F (15959.320000 sec): 3 clusters
  Score: Raw -489624.799274 + Penalty 2735.071084 = -486889.728190
  nChanged 226
		SP:Iteration 3F (15959.330000 sec): 3 clusters
  Score: Raw -489751.905891 + Penalty 2735.071084 = -487016.834807
  nChanged 197
		SP:Iteration 4Q (15959.340000 sec): 3 clusters
  Score: Raw -489873.103264 + Penalty 2735.071084 = -487138.032179
  nChanged 185
		SP:Iteration 5Q (15959.350000 sec): 3 clusters
  Score: Raw -489987.086119 + Penalty 2735.071084 = -487252.015035
  nChanged 166
		SP:Iteration 6Q (15959.370000 sec): 3 clusters
  Score: Raw -490105.518538 + Penalty 2735.071084 = -487370.447454
  nChanged 148
		SP:Iteration 7Q (15959.380000 sec): 3 clusters
  Score: Raw -490216.868953 + Penalty 2735.071084 = -487481.797869
  nChanged 160
		SP:Iteration 8Q (15959.390000 sec): 3 clusters
  Score: Raw -490343.855122 + Penalty 2735.071084 = -487608.784038
  nChanged 165
		SP:Iteration 9Q (15959.400000 sec): 3 clusters
  Score: Raw -490489.940925 + Penalty 2735.071084 = -487754.869841
  nChanged 168
		SP:Iteration 10Q (15959.410000 sec): 3 clusters
  Score: Raw -490628.381224 + Penalty 2735.071084 = -487893.310140
  nChanged 156
		SP:Iteration 11Q (15959.420000 sec): 3 clusters
  Score: Raw -490727.536790 + Penalty 2735.071084 = -487992.465706
  nChanged 112
		SP:Iteration 12Q (15959.430000 sec): 3 clusters
  Score: Raw -490793.948771 + Penalty 2735.071084 = -488058.877687
  nChanged 97
		SP:Iteration 13Q (15959.440000 sec): 3 clusters
  Score: Raw -490848.234558 + Penalty 2735.071084 = -488113.163474
  nChanged 90
		SP:Iteration 14Q (15959.450000 sec): 3 clusters
  Score: Raw -490887.997542 + Penalty 2735.071084 = -488152.926458
  nChanged 57
		SP:Iteration 15Q (15959.470000 sec): 3 clusters
  Score: Raw -490909.609092 + Penalty 2735.071084 = -488174.538008
  nChanged 43
		SP:Iteration 16Q (15959.470000 sec): 3 clusters
  Score: Raw -490925.861623 + Penalty 2735.071084 = -488190.790539
  nChanged 38
		SP:Iteration 17Q (15959.490000 sec): 3 clusters
  Score: Raw -490940.998903 + Penalty 2735.071084 = -488205.927819
  nChanged 43
		SP:Iteration 18Q (15959.490000 sec): 3 clusters
  Score: Raw -490960.387234 + Penalty 2735.071084 = -488225.316150
  nChanged 39
		SP:Iteration 19Q (15959.510000 sec): 3 clusters
  Score: Raw -490975.854245 + Penalty 2735.071084 = -488240.783161
  nChanged 38
		SP:Iteration 20F (15959.520000 sec): 3 clusters
  Score: Raw -490990.741866 + Penalty 2735.071084 = -488255.670782
  nChanged 35
		SP:Iteration 21Q (15959.530000 sec): 3 clusters
  Score: Raw -491005.949781 + Penalty 2735.071084 = -488270.878697
  nChanged 38
		SP:Iteration 22Q (15959.540000 sec): 3 clusters
  Score: Raw -491021.053214 + Penalty 2735.071084 = -488285.982130
  nChanged 35
		SP:Iteration 23Q (15959.550000 sec): 3 clusters
  Score: Raw -491032.578140 + Penalty 2735.071084 = -488297.507056
  nChanged 30
		SP:Iteration 24Q (15959.560000 sec): 3 clusters
  Score: Raw -491041.542750 + Penalty 2735.071084 = -488306.471666
  nChanged 24
		SP:Iteration 25Q (15959.570000 sec): 3 clusters
  Score: Raw -491047.210524 + Penalty 2735.071084 = -488312.139440
  nChanged 17
		SP:Iteration 26Q (15959.580000 sec): 3 clusters
  Score: Raw -491051.232867 + Penalty 2735.071084 = -488316.161782
  nChanged 7
		SP:Iteration 27Q (15959.590000 sec): 3 clusters
  Score: Raw -491052.814750 + Penalty 2735.071084 = -488317.743666
  nChanged 8
		SP:Iteration 28Q (15959.600000 sec): 3 clusters
  Score: Raw -491056.819479 + Penalty 2735.071084 = -488321.748395
  nChanged 11
		SP:Iteration 29Q (15959.610000 sec): 3 clusters
  Score: Raw -491061.532208 + Penalty 2735.071084 = -488326.461124
  nChanged 7
		SP:Iteration 30Q (15959.620000 sec): 3 clusters
  Score: Raw -491063.828913 + Penalty 2735.071084 = -488328.757829
  nChanged 4
		SP:Iteration 31Q (15959.630000 sec): 3 clusters
  Score: Raw -491064.772624 + Penalty 2735.071084 = -488329.701540
  nChanged 5
		SP:Iteration 32Q (15959.640000 sec): 3 clusters
  Score: Raw -491066.168214 + Penalty 2735.071084 = -488331.097130
  nChanged 11
		SP:Iteration 33Q (15959.650000 sec): 3 clusters
  Score: Raw -491069.553048 + Penalty 2735.071084 = -488334.481964
  nChanged 9
		SP:Iteration 34Q (15959.660000 sec): 3 clusters
  Score: Raw -491071.741739 + Penalty 2735.071084 = -488336.670655
  nChanged 7
		SP:Iteration 35Q (15959.670000 sec): 3 clusters
  Score: Raw -491073.528590 + Penalty 2735.071084 = -488338.457506
  nChanged 4
		SP:Iteration 36Q (15959.690000 sec): 3 clusters
  Score: Raw -491074.564709 + Penalty 2735.071084 = -488339.493625
  nChanged 7
		SP:Iteration 37Q (15959.690000 sec): 3 clusters
  Score: Raw -491077.607561 + Penalty 2735.071084 = -488342.536477
  nChanged 11
		SP:Iteration 38Q (15959.700000 sec): 3 clusters
  Score: Raw -491081.109909 + Penalty 2735.071084 = -488346.038825
  nChanged 14
		SP:Iteration 39Q (15959.710000 sec): 3 clusters
  Score: Raw -491086.963292 + Penalty 2735.071084 = -488351.892208
  nChanged 17
		SP:Iteration 40F (15959.720000 sec): 3 clusters
  Score: Raw -491091.849684 + Penalty 2735.071084 = -488356.778600
  nChanged 15
		SP:Iteration 41Q (15959.730000 sec): 3 clusters
  Score: Raw -491097.024599 + Penalty 2735.071084 = -488361.953515
  nChanged 21
		SP:Iteration 42Q (15959.750000 sec): 3 clusters
  Score: Raw -491104.877891 + Penalty 2735.071084 = -488369.806807
  nChanged 19
		SP:Iteration 43Q (15959.750000 sec): 3 clusters
  Score: Raw -491110.985149 + Penalty 2735.071084 = -488375.914065
  nChanged 13
		SP:Iteration 44Q (15959.770000 sec): 3 clusters
  Score: Raw -491115.013392 + Penalty 2735.071084 = -488379.942308
  nChanged 9
		SP:Iteration 45Q (15959.780000 sec): 3 clusters
  Score: Raw -491117.263299 + Penalty 2735.071084 = -488382.192215
  nChanged 12
		SP:Iteration 46Q (15959.790000 sec): 3 clusters
  Score: Raw -491120.944690 + Penalty 2735.071084 = -488385.873606
  nChanged 11
		SP:Iteration 47Q (15959.800000 sec): 3 clusters
  Score: Raw -491124.264530 + Penalty 2735.071084 = -488389.193446
  nChanged 11
		SP:Iteration 48Q (15959.810000 sec): 3 clusters
  Score: Raw -491127.573268 + Penalty 2735.071084 = -488392.502184
  nChanged 9
		SP:Iteration 49Q (15959.820000 sec): 3 clusters
  Score: Raw -491129.935042 + Penalty 2735.071084 = -488394.863958
  nChanged 7
		SP:Iteration 50Q (15959.830000 sec): 3 clusters
  Score: Raw -491132.334675 + Penalty 2735.071084 = -488397.263591
  nChanged 6
		SP:Iteration 51Q (15959.840000 sec): 3 clusters
  Score: Raw -491134.538065 + Penalty 2735.071084 = -488399.466981
  nChanged 10
		SP:Iteration 52Q (15959.850000 sec): 3 clusters
  Score: Raw -491139.006584 + Penalty 2735.071084 = -488403.935500
  nChanged 10
		SP:Iteration 53Q (15959.860000 sec): 3 clusters
  Score: Raw -491141.664669 + Penalty 2735.071084 = -488406.593585
  nChanged 8
		SP:Iteration 54Q (15959.870000 sec): 3 clusters
  Score: Raw -491143.656671 + Penalty 2735.071084 = -488408.585587
  nChanged 5
		SP:Iteration 55Q (15959.880000 sec): 3 clusters
  Score: Raw -491145.875158 + Penalty 2735.071084 = -488410.804074
  nChanged 9
		SP:Iteration 56Q (15959.890000 sec): 3 clusters
  Score: Raw -491148.700468 + Penalty 2735.071084 = -488413.629384
  nChanged 4
		SP:Iteration 57Q (15959.910000 sec): 3 clusters
  Score: Raw -491150.081916 + Penalty 2735.071084 = -488415.010832
  nChanged 8
		SP:Iteration 58Q (15959.920000 sec): 3 clusters
  Score: Raw -491151.887023 + Penalty 2735.071084 = -488416.815939
  nChanged 7
		SP:Iteration 59Q (15959.930000 sec): 3 clusters
  Score: Raw -491153.110468 + Penalty 2735.071084 = -488418.039383
  nChanged 5
		SP:Iteration 60F (15959.940000 sec): 3 clusters
  Score: Raw -491154.574114 + Penalty 2735.071084 = -488419.503030
  nChanged 4
		SP:Iteration 61Q (15959.950000 sec): 3 clusters
  Score: Raw -491155.328790 + Penalty 2735.071084 = -488420.257706
  nChanged 1
		SP:Iteration 62Q (15959.960000 sec): 3 clusters
  Score: Raw -491155.435708 + Penalty 2735.071084 = -488420.364624
  nChanged 0
		SP:Iteration 63F (15959.970000 sec): 3 clusters
  Score: Raw -491155.435708 + Penalty 2735.071084 = -488420.364624
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15960.020000 sec): 2 clusters
  Score: Raw -1498964.550406 + Penalty 1535.737931 = -1497428.812475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15960.050000 sec): 3 clusters
  Score: Raw -1491641.357237 + Penalty 3071.475862 = -1488569.881375
  nChanged 5556
		SP:Iteration 1F (15960.080000 sec): 3 clusters
  Score: Raw -1494587.525603 + Penalty 3071.475862 = -1491516.049741
  nChanged 644
		SP:Iteration 2F (15960.110000 sec): 3 clusters
  Score: Raw -1494809.119519 + Penalty 3071.475862 = -1491737.643657
  nChanged 542
		SP:Iteration 3Q (15960.150000 sec): 3 clusters
  Score: Raw -1494992.819453 + Penalty 3071.475862 = -1491921.343591
  nChanged 462
		SP:Iteration 4Q (15960.180000 sec): 3 clusters
  Score: Raw -1495135.641473 + Penalty 3071.475862 = -1492064.165611
  nChanged 391
		SP:Iteration 5Q (15960.210000 sec): 3 clusters
  Score: Raw -1495254.693634 + Penalty 3071.475862 = -1492183.217772
  nChanged 369
		SP:Iteration 6Q (15960.250000 sec): 3 clusters
  Score: Raw -1495363.465447 + Penalty 3071.475862 = -1492291.989585
  nChanged 333
		SP:Iteration 7Q (15960.280000 sec): 3 clusters
  Score: Raw -1495470.770959 + Penalty 3071.475862 = -1492399.295097
  nChanged 327
		SP:Iteration 8Q (15960.310000 sec): 3 clusters
  Score: Raw -1495587.022044 + Penalty 3071.475862 = -1492515.546182
  nChanged 329
		SP:Iteration 9Q (15960.340000 sec): 3 clusters
  Score: Raw -1495706.317492 + Penalty 3071.475862 = -1492634.841630
  nChanged 332
		SP:Iteration 10Q (15960.380000 sec): 3 clusters
  Score: Raw -1495840.732946 + Penalty 3071.475862 = -1492769.257084
  nChanged 372
		SP:Iteration 11Q (15960.410000 sec): 3 clusters
  Score: Raw -1496019.661658 + Penalty 3071.475862 = -1492948.185796
  nChanged 376
		SP:Iteration 12Q (15960.440000 sec): 3 clusters
  Score: Raw -1496188.789138 + Penalty 3071.475862 = -1493117.313276
  nChanged 343
		SP:Iteration 13Q (15960.470000 sec): 3 clusters
  Score: Raw -1496343.405567 + Penalty 3071.475862 = -1493271.929705
  nChanged 378
		SP:Iteration 14Q (15960.500000 sec): 3 clusters
  Score: Raw -1496524.621038 + Penalty 3071.475862 = -1493453.145176
  nChanged 369
		SP:Iteration 15Q (15960.540000 sec): 3 clusters
  Score: Raw -1496746.368771 + Penalty 3071.475862 = -1493674.892909
  nChanged 407
		SP:Iteration 16Q (15960.570000 sec): 3 clusters
  Score: Raw -1496986.757167 + Penalty 3071.475862 = -1493915.281305
  nChanged 404
		SP:Iteration 17Q (15960.600000 sec): 3 clusters
  Score: Raw -1497215.289034 + Penalty 3071.475862 = -1494143.813172
  nChanged 349
		SP:Iteration 18Q (15960.630000 sec): 3 clusters
  Score: Raw -1497387.696511 + Penalty 3071.475862 = -1494316.220649
  nChanged 268
		SP:Iteration 19Q (15960.660000 sec): 3 clusters
  Score: Raw -1497508.886363 + Penalty 3071.475862 = -1494437.410501
  nChanged 241
		SP:Iteration 20F (15960.690000 sec): 3 clusters
  Score: Raw -1497615.637105 + Penalty 3071.475862 = -1494544.161243
  nChanged 221
		SP:Iteration 21Q (15960.720000 sec): 3 clusters
  Score: Raw -1497706.826007 + Penalty 3071.475862 = -1494635.350145
  nChanged 193
		SP:Iteration 22Q (15960.750000 sec): 3 clusters
  Score: Raw -1497775.574544 + Penalty 3071.475862 = -1494704.098682
  nChanged 164
		SP:Iteration 23Q (15960.780000 sec): 3 clusters
  Score: Raw -1497837.303942 + Penalty 3071.475862 = -1494765.828080
  nChanged 158
		SP:Iteration 24Q (15960.810000 sec): 3 clusters
  Score: Raw -1497893.674123 + Penalty 3071.475862 = -1494822.198261
  nChanged 164
		SP:Iteration 25Q (15960.840000 sec): 3 clusters
  Score: Raw -1497950.368507 + Penalty 3071.475862 = -1494878.892645
  nChanged 150
		SP:Iteration 26Q (15960.860000 sec): 3 clusters
  Score: Raw -1498011.061324 + Penalty 3071.475862 = -1494939.585462
  nChanged 151
		SP:Iteration 27Q (15960.890000 sec): 3 clusters
  Score: Raw -1498078.348244 + Penalty 3071.475862 = -1495006.872382
  nChanged 172
		SP:Iteration 28Q (15960.920000 sec): 3 clusters
  Score: Raw -1498167.505514 + Penalty 3071.475862 = -1495096.029652
  nChanged 177
		SP:Iteration 29Q (15960.940000 sec): 3 clusters
  Score: Raw -1498264.298545 + Penalty 3071.475862 = -1495192.822683
  nChanged 159
		SP:Iteration 30Q (15960.970000 sec): 3 clusters
  Score: Raw -1498351.683038 + Penalty 3071.475862 = -1495280.207176
  nChanged 139
		SP:Iteration 31Q (15961.000000 sec): 3 clusters
  Score: Raw -1498420.486298 + Penalty 3071.475862 = -1495349.010436
  nChanged 131
		SP:Iteration 32Q (15961.020000 sec): 3 clusters
  Score: Raw -1498480.805292 + Penalty 3071.475862 = -1495409.329430
  nChanged 132
		SP:Iteration 33Q (15961.050000 sec): 3 clusters
  Score: Raw -1498545.038828 + Penalty 3071.475862 = -1495473.562966
  nChanged 110
		SP:Iteration 34Q (15961.070000 sec): 3 clusters
  Score: Raw -1498604.245324 + Penalty 3071.475862 = -1495532.769462
  nChanged 101
		SP:Iteration 35Q (15961.100000 sec): 3 clusters
  Score: Raw -1498656.949975 + Penalty 3071.475862 = -1495585.474113
  nChanged 83
		SP:Iteration 36Q (15961.120000 sec): 3 clusters
  Score: Raw -1498703.080099 + Penalty 3071.475862 = -1495631.604237
  nChanged 91
		SP:Iteration 37Q (15961.150000 sec): 3 clusters
  Score: Raw -1498756.121364 + Penalty 3071.475862 = -1495684.645502
  nChanged 82
		SP:Iteration 38Q (15961.170000 sec): 3 clusters
  Score: Raw -1498811.921592 + Penalty 3071.475862 = -1495740.445730
  nChanged 72
		SP:Iteration 39Q (15961.200000 sec): 3 clusters
  Score: Raw -1498859.468093 + Penalty 3071.475862 = -1495787.992231
  nChanged 66
		SP:Iteration 40F (15961.230000 sec): 3 clusters
  Score: Raw -1498906.282420 + Penalty 3071.475862 = -1495834.806558
  nChanged 49
		SP:Iteration 41Q (15961.250000 sec): 3 clusters
  Score: Raw -1498942.411429 + Penalty 3071.475862 = -1495870.935567
  nChanged 42
		SP:Iteration 42Q (15961.270000 sec): 3 clusters
  Score: Raw -1498967.692595 + Penalty 3071.475862 = -1495896.216733
  nChanged 30
		SP:Iteration 43Q (15961.300000 sec): 3 clusters
  Score: Raw -1498986.595658 + Penalty 3071.475862 = -1495915.119796
  nChanged 30
		SP:Iteration 44Q (15961.320000 sec): 3 clusters
  Score: Raw -1499004.633965 + Penalty 3071.475862 = -1495933.158103
  nChanged 25
		SP:Iteration 45Q (15961.340000 sec): 3 clusters
  Score: Raw -1499024.313422 + Penalty 3071.475862 = -1495952.837560
  nChanged 24
		SP:Iteration 46Q (15961.370000 sec): 3 clusters
  Score: Raw -1499041.101989 + Penalty 3071.475862 = -1495969.626127
  nChanged 22
		SP:Iteration 47Q (15961.390000 sec): 3 clusters
  Score: Raw -1499055.339855 + Penalty 3071.475862 = -1495983.863993
  nChanged 30
		SP:Iteration 48Q (15961.420000 sec): 3 clusters
  Score: Raw -1499076.634542 + Penalty 3071.475862 = -1496005.158680
  nChanged 18
		SP:Iteration 49Q (15961.440000 sec): 3 clusters
  Score: Raw -1499088.102594 + Penalty 3071.475862 = -1496016.626732
  nChanged 14
		SP:Iteration 50Q (15961.460000 sec): 3 clusters
  Score: Raw -1499095.757227 + Penalty 3071.475862 = -1496024.281365
  nChanged 9
		SP:Iteration 51Q (15961.480000 sec): 3 clusters
  Score: Raw -1499102.742336 + Penalty 3071.475862 = -1496031.266474
  nChanged 11
		SP:Iteration 52Q (15961.500000 sec): 3 clusters
  Score: Raw -1499110.672265 + Penalty 3071.475862 = -1496039.196403
  nChanged 13
		SP:Iteration 53Q (15961.530000 sec): 3 clusters
  Score: Raw -1499119.336268 + Penalty 3071.475862 = -1496047.860406
  nChanged 7
		SP:Iteration 54Q (15961.550000 sec): 3 clusters
  Score: Raw -1499124.604842 + Penalty 3071.475862 = -1496053.128980
  nChanged 8
		SP:Iteration 55Q (15961.570000 sec): 3 clusters
  Score: Raw -1499130.152232 + Penalty 3071.475862 = -1496058.676370
  nChanged 6
		SP:Iteration 56Q (15961.600000 sec): 3 clusters
  Score: Raw -1499134.320330 + Penalty 3071.475862 = -1496062.844468
  nChanged 8
		SP:Iteration 57Q (15961.620000 sec): 3 clusters
  Score: Raw -1499143.339723 + Penalty 3071.475862 = -1496071.863861
  nChanged 9
		SP:Iteration 58Q (15961.640000 sec): 3 clusters
  Score: Raw -1499150.421796 + Penalty 3071.475862 = -1496078.945934
  nChanged 5
		SP:Iteration 59Q (15961.660000 sec): 3 clusters
  Score: Raw -1499153.760974 + Penalty 3071.475862 = -1496082.285112
  nChanged 3
		SP:Iteration 60F (15961.700000 sec): 3 clusters
  Score: Raw -1499155.477480 + Penalty 3071.475862 = -1496084.001618
  nChanged 3
		SP:Iteration 61Q (15961.720000 sec): 3 clusters
  Score: Raw -1499157.149769 + Penalty 3071.475862 = -1496085.673907
  nChanged 2
		SP:Iteration 62Q (15961.740000 sec): 3 clusters
  Score: Raw -1499160.099375 + Penalty 3071.475862 = -1496088.623513
  nChanged 5
		SP:Iteration 63Q (15961.760000 sec): 3 clusters
  Score: Raw -1499163.922617 + Penalty 3071.475862 = -1496092.446755
  nChanged 4
		SP:Iteration 64Q (15961.780000 sec): 3 clusters
  Score: Raw -1499167.579550 + Penalty 3071.475862 = -1496096.103688
  nChanged 0
		SP:Iteration 65F (15961.820000 sec): 3 clusters
  Score: Raw -1499167.579550 + Penalty 3071.475862 = -1496096.103688
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (96986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15962.100000 sec): 2 clusters
  Score: Raw -11322734.694476 + Penalty 1865.877312 = -11320868.817164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15962.360000 sec): 3 clusters
  Score: Raw -11259648.227948 + Penalty 3731.754623 = -11255916.473325
  nChanged 46310
		SP:Iteration 1F (15962.620000 sec): 3 clusters
  Score: Raw -11286899.191408 + Penalty 3731.754623 = -11283167.436785
  nChanged 3592
		SP:Iteration 2Q (15962.880000 sec): 3 clusters
  Score: Raw -11287984.576760 + Penalty 3731.754623 = -11284252.822137
  nChanged 4246
		SP:Iteration 3Q (15963.140000 sec): 3 clusters
  Score: Raw -11289544.674401 + Penalty 3731.754623 = -11285812.919778
  nChanged 5024
		SP:Iteration 4F (15963.400000 sec): 3 clusters
  Score: Raw -11291802.193979 + Penalty 3731.754623 = -11288070.439356
  nChanged 5869
		SP:Iteration 5F (15963.650000 sec): 3 clusters
  Score: Raw -11294985.711182 + Penalty 3731.754623 = -11291253.956559
  nChanged 6436
		SP:Iteration 6F (15963.910000 sec): 3 clusters
  Score: Raw -11299008.511169 + Penalty 3731.754623 = -11295276.756546
  nChanged 6526
		SP:Iteration 7F (15964.160000 sec): 3 clusters
  Score: Raw -11303640.220553 + Penalty 3731.754623 = -11299908.465930
  nChanged 6206
		SP:Iteration 8F (15964.420000 sec): 3 clusters
  Score: Raw -11308374.475143 + Penalty 3731.754623 = -11304642.720520
  nChanged 5277
		SP:Iteration 9F (15964.680000 sec): 3 clusters
  Score: Raw -11312636.987664 + Penalty 3731.754623 = -11308905.233041
  nChanged 4317
		SP:Iteration 10Q (15964.940000 sec): 3 clusters
  Score: Raw -11316204.588908 + Penalty 3731.754623 = -11312472.834285
  nChanged 3209
		SP:Iteration 11Q (15965.180000 sec): 3 clusters
  Score: Raw -11318853.645703 + Penalty 3731.754623 = -11315121.891080
  nChanged 2141
		SP:Iteration 12Q (15965.400000 sec): 3 clusters
  Score: Raw -11320550.948529 + Penalty 3731.754623 = -11316819.193906
  nChanged 1345
		SP:Iteration 13Q (15965.620000 sec): 3 clusters
  Score: Raw -11321560.967290 + Penalty 3731.754623 = -11317829.212667
  nChanged 827
		SP:Iteration 14Q (15965.820000 sec): 3 clusters
  Score: Raw -11322165.364027 + Penalty 3731.754623 = -11318433.609404
  nChanged 491
		SP:Iteration 15Q (15966.010000 sec): 3 clusters
  Score: Raw -11322485.027510 + Penalty 3731.754623 = -11318753.272887
  nChanged 312
		SP:Iteration 16Q (15966.200000 sec): 3 clusters
  Score: Raw -11322684.553734 + Penalty 3731.754623 = -11318952.799111
  nChanged 207
		SP:Iteration 17Q (15966.390000 sec): 3 clusters
  Score: Raw -11322793.149801 + Penalty 3731.754623 = -11319061.395178
  nChanged 121
		SP:Iteration 18Q (15966.580000 sec): 3 clusters
  Score: Raw -11322864.356458 + Penalty 3731.754623 = -11319132.601835
  nChanged 102
		SP:Iteration 19Q (15966.770000 sec): 3 clusters
  Score: Raw -11322926.465408 + Penalty 3731.754623 = -11319194.710784
  nChanged 77
		SP:Iteration 20F (15967.020000 sec): 3 clusters
  Score: Raw -11322973.653462 + Penalty 3731.754623 = -11319241.898839
  nChanged 66
		SP:Iteration 21Q (15967.210000 sec): 3 clusters
  Score: Raw -11323009.380184 + Penalty 3731.754623 = -11319277.625561
  nChanged 44
		SP:Iteration 22Q (15967.390000 sec): 3 clusters
  Score: Raw -11323033.219772 + Penalty 3731.754623 = -11319301.465149
  nChanged 34
		SP:Iteration 23Q (15967.580000 sec): 3 clusters
  Score: Raw -11323050.132896 + Penalty 3731.754623 = -11319318.378273
  nChanged 35
		SP:Iteration 24Q (15967.760000 sec): 3 clusters
  Score: Raw -11323068.296181 + Penalty 3731.754623 = -11319336.541558
  nChanged 34
		SP:Iteration 25Q (15967.950000 sec): 3 clusters
  Score: Raw -11323090.017901 + Penalty 3731.754623 = -11319358.263278
  nChanged 31
		SP:Iteration 26Q (15968.130000 sec): 3 clusters
  Score: Raw -11323111.868705 + Penalty 3731.754623 = -11319380.114081
  nChanged 31
		SP:Iteration 27Q (15968.310000 sec): 3 clusters
  Score: Raw -11323132.818231 + Penalty 3731.754623 = -11319401.063608
  nChanged 27
		SP:Iteration 28Q (15968.500000 sec): 3 clusters
  Score: Raw -11323152.231721 + Penalty 3731.754623 = -11319420.477097
  nChanged 22
		SP:Iteration 29Q (15968.680000 sec): 3 clusters
  Score: Raw -11323167.498841 + Penalty 3731.754623 = -11319435.744217
  nChanged 26
		SP:Iteration 30Q (15968.860000 sec): 3 clusters
  Score: Raw -11323184.835734 + Penalty 3731.754623 = -11319453.081111
  nChanged 16
		SP:Iteration 31Q (15969.040000 sec): 3 clusters
  Score: Raw -11323195.060234 + Penalty 3731.754623 = -11319463.305611
  nChanged 12
		SP:Iteration 32Q (15969.220000 sec): 3 clusters
  Score: Raw -11323202.137470 + Penalty 3731.754623 = -11319470.382847
  nChanged 16
		SP:Iteration 33Q (15969.400000 sec): 3 clusters
  Score: Raw -11323213.191371 + Penalty 3731.754623 = -11319481.436748
  nChanged 14
		SP:Iteration 34Q (15969.570000 sec): 3 clusters
  Score: Raw -11323222.947143 + Penalty 3731.754623 = -11319491.192520
  nChanged 13
		SP:Iteration 35Q (15969.750000 sec): 3 clusters
  Score: Raw -11323230.199470 + Penalty 3731.754623 = -11319498.444847
  nChanged 12
		SP:Iteration 36Q (15969.930000 sec): 3 clusters
  Score: Raw -11323236.444014 + Penalty 3731.754623 = -11319504.689391
  nChanged 9
		SP:Iteration 37Q (15970.110000 sec): 3 clusters
  Score: Raw -11323241.794032 + Penalty 3731.754623 = -11319510.039409
  nChanged 13
		SP:Iteration 38Q (15970.280000 sec): 3 clusters
  Score: Raw -11323250.298796 + Penalty 3731.754623 = -11319518.544173
  nChanged 12
		SP:Iteration 39Q (15970.460000 sec): 3 clusters
  Score: Raw -11323258.188002 + Penalty 3731.754623 = -11319526.433379
  nChanged 10
		SP:Iteration 40F (15970.720000 sec): 3 clusters
  Score: Raw -11323264.088159 + Penalty 3731.754623 = -11319532.333535
  nChanged 10
		SP:Iteration 41Q (15970.890000 sec): 3 clusters
  Score: Raw -11323271.785416 + Penalty 3731.754623 = -11319540.030793
  nChanged 12
		SP:Iteration 42Q (15971.070000 sec): 3 clusters
  Score: Raw -11323280.125947 + Penalty 3731.754623 = -11319548.371323
  nChanged 7
		SP:Iteration 43Q (15971.250000 sec): 3 clusters
  Score: Raw -11323284.105252 + Penalty 3731.754623 = -11319552.350629
  nChanged 6
		SP:Iteration 44Q (15971.420000 sec): 3 clusters
  Score: Raw -11323287.382347 + Penalty 3731.754623 = -11319555.627724
  nChanged 4
		SP:Iteration 45Q (15971.600000 sec): 3 clusters
  Score: Raw -11323289.024909 + Penalty 3731.754623 = -11319557.270286
  nChanged 2
		SP:Iteration 46Q (15971.780000 sec): 3 clusters
  Score: Raw -11323290.341912 + Penalty 3731.754623 = -11319558.587289
  nChanged 2
		SP:Iteration 47Q (15971.960000 sec): 3 clusters
  Score: Raw -11323291.738376 + Penalty 3731.754623 = -11319559.983753
  nChanged 2
		SP:Iteration 48Q (15972.140000 sec): 3 clusters
  Score: Raw -11323293.632915 + Penalty 3731.754623 = -11319561.878292
  nChanged 5
		SP:Iteration 49Q (15972.320000 sec): 3 clusters
  Score: Raw -11323296.331691 + Penalty 3731.754623 = -11319564.577068
  nChanged 4
		SP:Iteration 50Q (15972.500000 sec): 3 clusters
  Score: Raw -11323298.757022 + Penalty 3731.754623 = -11319567.002399
  nChanged 6
		SP:Iteration 51Q (15972.680000 sec): 3 clusters
  Score: Raw -11323302.079231 + Penalty 3731.754623 = -11319570.324608
  nChanged 3
		SP:Iteration 52Q (15972.850000 sec): 3 clusters
  Score: Raw -11323303.269864 + Penalty 3731.754623 = -11319571.515241
  nChanged 1
		SP:Iteration 53Q (15973.030000 sec): 3 clusters
  Score: Raw -11323303.748692 + Penalty 3731.754623 = -11319571.994069
  nChanged 1
		SP:Iteration 54Q (15973.210000 sec): 3 clusters
  Score: Raw -11323304.360238 + Penalty 3731.754623 = -11319572.605615
  nChanged 0
		SP:Iteration 55F (15973.470000 sec): 3 clusters
  Score: Raw -11323304.360238 + Penalty 3731.754623 = -11319572.605615
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15973.570000 sec): 2 clusters
  Score: Raw -2050727.023209 + Penalty 1588.885065 = -2049138.138144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15973.620000 sec): 3 clusters
  Score: Raw -2040213.165742 + Penalty 3177.770130 = -2037035.395612
  nChanged 7870
		SP:Iteration 1F (15973.660000 sec): 3 clusters
  Score: Raw -2044675.894332 + Penalty 3177.770130 = -2041498.124202
  nChanged 1063
		SP:Iteration 2F (15973.710000 sec): 3 clusters
  Score: Raw -2045138.239073 + Penalty 3177.770130 = -2041960.468943
  nChanged 972
		SP:Iteration 3F (15973.750000 sec): 3 clusters
  Score: Raw -2045588.695722 + Penalty 3177.770130 = -2042410.925592
  nChanged 984
		SP:Iteration 4F (15973.800000 sec): 3 clusters
  Score: Raw -2046068.566161 + Penalty 3177.770130 = -2042890.796031
  nChanged 993
		SP:Iteration 5F (15973.840000 sec): 3 clusters
  Score: Raw -2046615.128083 + Penalty 3177.770130 = -2043437.357953
  nChanged 1035
		SP:Iteration 6F (15973.890000 sec): 3 clusters
  Score: Raw -2047244.527327 + Penalty 3177.770130 = -2044066.757196
  nChanged 1024
		SP:Iteration 7F (15973.940000 sec): 3 clusters
  Score: Raw -2047942.630075 + Penalty 3177.770130 = -2044764.859945
  nChanged 1082
		SP:Iteration 8F (15973.980000 sec): 3 clusters
  Score: Raw -2048716.640754 + Penalty 3177.770130 = -2045538.870624
  nChanged 926
		SP:Iteration 9F (15974.030000 sec): 3 clusters
  Score: Raw -2049386.779869 + Penalty 3177.770130 = -2046209.009739
  nChanged 789
		SP:Iteration 10Q (15974.080000 sec): 3 clusters
  Score: Raw -2049983.223000 + Penalty 3177.770130 = -2046805.452869
  nChanged 618
		SP:Iteration 11Q (15974.120000 sec): 3 clusters
  Score: Raw -2050445.365881 + Penalty 3177.770130 = -2047267.595750
  nChanged 427
		SP:Iteration 12Q (15974.170000 sec): 3 clusters
  Score: Raw -2050752.255173 + Penalty 3177.770130 = -2047574.485043
  nChanged 283
		SP:Iteration 13Q (15974.210000 sec): 3 clusters
  Score: Raw -2050932.560324 + Penalty 3177.770130 = -2047754.790193
  nChanged 179
		SP:Iteration 14Q (15974.260000 sec): 3 clusters
  Score: Raw -2051037.468439 + Penalty 3177.770130 = -2047859.698308
  nChanged 111
		SP:Iteration 15Q (15974.300000 sec): 3 clusters
  Score: Raw -2051099.681948 + Penalty 3177.770130 = -2047921.911817
  nChanged 79
		SP:Iteration 16Q (15974.340000 sec): 3 clusters
  Score: Raw -2051139.983627 + Penalty 3177.770130 = -2047962.213497
  nChanged 65
		SP:Iteration 17Q (15974.380000 sec): 3 clusters
  Score: Raw -2051170.480358 + Penalty 3177.770130 = -2047992.710228
  nChanged 43
		SP:Iteration 18Q (15974.420000 sec): 3 clusters
  Score: Raw -2051188.560892 + Penalty 3177.770130 = -2048010.790761
  nChanged 20
		SP:Iteration 19Q (15974.460000 sec): 3 clusters
  Score: Raw -2051198.459772 + Penalty 3177.770130 = -2048020.689642
  nChanged 18
		SP:Iteration 20F (15974.500000 sec): 3 clusters
  Score: Raw -2051204.714252 + Penalty 3177.770130 = -2048026.944122
  nChanged 7
		SP:Iteration 21Q (15974.540000 sec): 3 clusters
  Score: Raw -2051207.111538 + Penalty 3177.770130 = -2048029.341408
  nChanged 7
		SP:Iteration 22Q (15974.580000 sec): 3 clusters
  Score: Raw -2051209.856190 + Penalty 3177.770130 = -2048032.086060
  nChanged 6
		SP:Iteration 23Q (15974.610000 sec): 3 clusters
  Score: Raw -2051211.178465 + Penalty 3177.770130 = -2048033.408334
  nChanged 3
		SP:Iteration 24Q (15974.650000 sec): 3 clusters
  Score: Raw -2051212.573821 + Penalty 3177.770130 = -2048034.803691
  nChanged 4
		SP:Iteration 25Q (15974.690000 sec): 3 clusters
  Score: Raw -2051214.188752 + Penalty 3177.770130 = -2048036.418622
  nChanged 6
		SP:Iteration 26Q (15974.730000 sec): 3 clusters
  Score: Raw -2051216.862105 + Penalty 3177.770130 = -2048039.091974
  nChanged 2
		SP:Iteration 27Q (15974.760000 sec): 3 clusters
  Score: Raw -2051217.326049 + Penalty 3177.770130 = -2048039.555919
  nChanged 2
		SP:Iteration 28Q (15974.800000 sec): 3 clusters
  Score: Raw -2051217.812072 + Penalty 3177.770130 = -2048040.041942
  nChanged 0
		SP:Iteration 29F (15974.850000 sec): 3 clusters
  Score: Raw -2051217.812072 + Penalty 3177.770130 = -2048040.041942
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15974.880000 sec): 2 clusters
  Score: Raw -942128.513958 + Penalty 1461.553021 = -940666.960937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15974.900000 sec): 3 clusters
  Score: Raw -937629.171047 + Penalty 2923.106041 = -934706.065006
  nChanged 3405
		SP:Iteration 1F (15974.920000 sec): 3 clusters
  Score: Raw -939464.071401 + Penalty 2923.106041 = -936540.965359
  nChanged 509
		SP:Iteration 2F (15974.940000 sec): 3 clusters
  Score: Raw -939671.673418 + Penalty 2923.106041 = -936748.567377
  nChanged 357
		SP:Iteration 3Q (15974.960000 sec): 3 clusters
  Score: Raw -939800.159904 + Penalty 2923.106041 = -936877.053863
  nChanged 286
		SP:Iteration 4Q (15974.980000 sec): 3 clusters
  Score: Raw -939890.980882 + Penalty 2923.106041 = -936967.874840
  nChanged 237
		SP:Iteration 5Q (15975.000000 sec): 3 clusters
  Score: Raw -939967.910076 + Penalty 2923.106041 = -937044.804035
  nChanged 203
		SP:Iteration 6Q (15975.020000 sec): 3 clusters
  Score: Raw -940033.098216 + Penalty 2923.106041 = -937109.992175
  nChanged 188
		SP:Iteration 7Q (15975.040000 sec): 3 clusters
  Score: Raw -940078.824180 + Penalty 2923.106041 = -937155.718139
  nChanged 154
		SP:Iteration 8Q (15975.060000 sec): 3 clusters
  Score: Raw -940117.221804 + Penalty 2923.106041 = -937194.115763
  nChanged 139
		SP:Iteration 9Q (15975.080000 sec): 3 clusters
  Score: Raw -940157.725102 + Penalty 2923.106041 = -937234.619061
  nChanged 162
		SP:Iteration 10Q (15975.100000 sec): 3 clusters
  Score: Raw -940209.958149 + Penalty 2923.106041 = -937286.852108
  nChanged 155
		SP:Iteration 11Q (15975.120000 sec): 3 clusters
  Score: Raw -940254.363643 + Penalty 2923.106041 = -937331.257602
  nChanged 141
		SP:Iteration 12Q (15975.140000 sec): 3 clusters
  Score: Raw -940287.733104 + Penalty 2923.106041 = -937364.627062
  nChanged 114
		SP:Iteration 13Q (15975.160000 sec): 3 clusters
  Score: Raw -940315.628922 + Penalty 2923.106041 = -937392.522881
  nChanged 111
		SP:Iteration 14Q (15975.180000 sec): 3 clusters
  Score: Raw -940342.596283 + Penalty 2923.106041 = -937419.490241
  nChanged 112
		SP:Iteration 15Q (15975.200000 sec): 3 clusters
  Score: Raw -940368.403586 + Penalty 2923.106041 = -937445.297545
  nChanged 103
		SP:Iteration 16Q (15975.220000 sec): 3 clusters
  Score: Raw -940396.729251 + Penalty 2923.106041 = -937473.623210
  nChanged 103
		SP:Iteration 17Q (15975.240000 sec): 3 clusters
  Score: Raw -940424.193383 + Penalty 2923.106041 = -937501.087342
  nChanged 120
		SP:Iteration 18Q (15975.260000 sec): 3 clusters
  Score: Raw -940457.234788 + Penalty 2923.106041 = -937534.128746
  nChanged 119
		SP:Iteration 19Q (15975.280000 sec): 3 clusters
  Score: Raw -940489.680247 + Penalty 2923.106041 = -937566.574206
  nChanged 116
		SP:Iteration 20F (15975.300000 sec): 3 clusters
  Score: Raw -940521.706112 + Penalty 2923.106041 = -937598.600071
  nChanged 109
		SP:Iteration 21Q (15975.320000 sec): 3 clusters
  Score: Raw -940558.263454 + Penalty 2923.106041 = -937635.157413
  nChanged 134
		SP:Iteration 22Q (15975.340000 sec): 3 clusters
  Score: Raw -940607.204649 + Penalty 2923.106041 = -937684.098608
  nChanged 137
		SP:Iteration 23Q (15975.360000 sec): 3 clusters
  Score: Raw -940658.901797 + Penalty 2923.106041 = -937735.795756
  nChanged 153
		SP:Iteration 24Q (15975.380000 sec): 3 clusters
  Score: Raw -940712.878958 + Penalty 2923.106041 = -937789.772917
  nChanged 146
		SP:Iteration 25Q (15975.400000 sec): 3 clusters
  Score: Raw -940759.336363 + Penalty 2923.106041 = -937836.230322
  nChanged 141
		SP:Iteration 26Q (15975.420000 sec): 3 clusters
  Score: Raw -940806.487048 + Penalty 2923.106041 = -937883.381007
  nChanged 143
		SP:Iteration 27Q (15975.440000 sec): 3 clusters
  Score: Raw -940858.351754 + Penalty 2923.106041 = -937935.245713
  nChanged 151
		SP:Iteration 28Q (15975.460000 sec): 3 clusters
  Score: Raw -940914.101237 + Penalty 2923.106041 = -937990.995196
  nChanged 142
		SP:Iteration 29Q (15975.480000 sec): 3 clusters
  Score: Raw -940968.823153 + Penalty 2923.106041 = -938045.717112
  nChanged 148
		SP:Iteration 30Q (15975.500000 sec): 3 clusters
  Score: Raw -941027.372268 + Penalty 2923.106041 = -938104.266227
  nChanged 148
		SP:Iteration 31Q (15975.520000 sec): 3 clusters
  Score: Raw -941085.550971 + Penalty 2923.106041 = -938162.444929
  nChanged 123
		SP:Iteration 32Q (15975.540000 sec): 3 clusters
  Score: Raw -941130.605746 + Penalty 2923.106041 = -938207.499705
  nChanged 114
		SP:Iteration 33Q (15975.560000 sec): 3 clusters
  Score: Raw -941166.608597 + Penalty 2923.106041 = -938243.502556
  nChanged 98
		SP:Iteration 34Q (15975.580000 sec): 3 clusters
  Score: Raw -941195.439136 + Penalty 2923.106041 = -938272.333095
  nChanged 93
		SP:Iteration 35Q (15975.600000 sec): 3 clusters
  Score: Raw -941222.499475 + Penalty 2923.106041 = -938299.393434
  nChanged 96
		SP:Iteration 36Q (15975.620000 sec): 3 clusters
  Score: Raw -941252.439022 + Penalty 2923.106041 = -938329.332981
  nChanged 92
		SP:Iteration 37Q (15975.640000 sec): 3 clusters
  Score: Raw -941278.150839 + Penalty 2923.106041 = -938355.044798
  nChanged 84
		SP:Iteration 38Q (15975.660000 sec): 3 clusters
  Score: Raw -941298.450204 + Penalty 2923.106041 = -938375.344163
  nChanged 69
		SP:Iteration 39Q (15975.680000 sec): 3 clusters
  Score: Raw -941316.467062 + Penalty 2923.106041 = -938393.361021
  nChanged 72
		SP:Iteration 40F (15975.700000 sec): 3 clusters
  Score: Raw -941336.255647 + Penalty 2923.106041 = -938413.149606
  nChanged 59
		SP:Iteration 41Q (15975.710000 sec): 3 clusters
  Score: Raw -941352.824068 + Penalty 2923.106041 = -938429.718027
  nChanged 81
		SP:Iteration 42Q (15975.730000 sec): 3 clusters
  Score: Raw -941380.078649 + Penalty 2923.106041 = -938456.972608
  nChanged 85
		SP:Iteration 43Q (15975.750000 sec): 3 clusters
  Score: Raw -941406.711004 + Penalty 2923.106041 = -938483.604962
  nChanged 74
		SP:Iteration 44Q (15975.770000 sec): 3 clusters
  Score: Raw -941433.127772 + Penalty 2923.106041 = -938510.021731
  nChanged 82
		SP:Iteration 45Q (15975.790000 sec): 3 clusters
  Score: Raw -941459.984173 + Penalty 2923.106041 = -938536.878131
  nChanged 71
		SP:Iteration 46Q (15975.800000 sec): 3 clusters
  Score: Raw -941477.013904 + Penalty 2923.106041 = -938553.907863
  nChanged 57
		SP:Iteration 47Q (15975.820000 sec): 3 clusters
  Score: Raw -941490.234207 + Penalty 2923.106041 = -938567.128165
  nChanged 47
		SP:Iteration 48Q (15975.840000 sec): 3 clusters
  Score: Raw -941499.923778 + Penalty 2923.106041 = -938576.817737
  nChanged 46
		SP:Iteration 49Q (15975.860000 sec): 3 clusters
  Score: Raw -941510.758845 + Penalty 2923.106041 = -938587.652803
  nChanged 52
		SP:Iteration 50Q (15975.880000 sec): 3 clusters
  Score: Raw -941522.680777 + Penalty 2923.106041 = -938599.574735
  nChanged 47
		SP:Iteration 51Q (15975.900000 sec): 3 clusters
  Score: Raw -941533.203580 + Penalty 2923.106041 = -938610.097539
  nChanged 40
		SP:Iteration 52Q (15975.920000 sec): 3 clusters
  Score: Raw -941542.067213 + Penalty 2923.106041 = -938618.961172
  nChanged 36
		SP:Iteration 53Q (15975.930000 sec): 3 clusters
  Score: Raw -941549.969704 + Penalty 2923.106041 = -938626.863663
  nChanged 43
		SP:Iteration 54Q (15975.950000 sec): 3 clusters
  Score: Raw -941559.374185 + Penalty 2923.106041 = -938636.268144
  nChanged 34
		SP:Iteration 55Q (15975.970000 sec): 3 clusters
  Score: Raw -941566.436799 + Penalty 2923.106041 = -938643.330758
  nChanged 32
		SP:Iteration 56Q (15975.980000 sec): 3 clusters
  Score: Raw -941576.151169 + Penalty 2923.106041 = -938653.045128
  nChanged 35
		SP:Iteration 57Q (15976.000000 sec): 3 clusters
  Score: Raw -941585.281817 + Penalty 2923.106041 = -938662.175776
  nChanged 27
		SP:Iteration 58Q (15976.020000 sec): 3 clusters
  Score: Raw -941591.048603 + Penalty 2923.106041 = -938667.942562
  nChanged 27
		SP:Iteration 59Q (15976.040000 sec): 3 clusters
  Score: Raw -941596.752014 + Penalty 2923.106041 = -938673.645973
  nChanged 29
		SP:Iteration 60F (15976.060000 sec): 3 clusters
  Score: Raw -941603.480518 + Penalty 2923.106041 = -938680.374477
  nChanged 36
		SP:Iteration 61Q (15976.080000 sec): 3 clusters
  Score: Raw -941613.279995 + Penalty 2923.106041 = -938690.173954
  nChanged 39
		SP:Iteration 62Q (15976.100000 sec): 3 clusters
  Score: Raw -941625.482846 + Penalty 2923.106041 = -938702.376805
  nChanged 43
		SP:Iteration 63Q (15976.110000 sec): 3 clusters
  Score: Raw -941638.726983 + Penalty 2923.106041 = -938715.620941
  nChanged 49
		SP:Iteration 64Q (15976.130000 sec): 3 clusters
  Score: Raw -941658.776193 + Penalty 2923.106041 = -938735.670152
  nChanged 47
		SP:Iteration 65Q (15976.150000 sec): 3 clusters
  Score: Raw -941673.235475 + Penalty 2923.106041 = -938750.129434
  nChanged 52
		SP:Iteration 66Q (15976.160000 sec): 3 clusters
  Score: Raw -941691.848979 + Penalty 2923.106041 = -938768.742938
  nChanged 60
		SP:Iteration 67Q (15976.180000 sec): 3 clusters
  Score: Raw -941708.336639 + Penalty 2923.106041 = -938785.230598
  nChanged 46
		SP:Iteration 68Q (15976.200000 sec): 3 clusters
  Score: Raw -941720.468192 + Penalty 2923.106041 = -938797.362150
  nChanged 42
		SP:Iteration 69Q (15976.210000 sec): 3 clusters
  Score: Raw -941734.694941 + Penalty 2923.106041 = -938811.588900
  nChanged 49
		SP:Iteration 70Q (15976.230000 sec): 3 clusters
  Score: Raw -941753.089096 + Penalty 2923.106041 = -938829.983055
  nChanged 57
		SP:Iteration 71Q (15976.240000 sec): 3 clusters
  Score: Raw -941770.860998 + Penalty 2923.106041 = -938847.754957
  nChanged 46
		SP:Iteration 72Q (15976.260000 sec): 3 clusters
  Score: Raw -941786.056283 + Penalty 2923.106041 = -938862.950242
  nChanged 39
		SP:Iteration 73Q (15976.280000 sec): 3 clusters
  Score: Raw -941798.532233 + Penalty 2923.106041 = -938875.426192
  nChanged 41
		SP:Iteration 74Q (15976.300000 sec): 3 clusters
  Score: Raw -941808.961221 + Penalty 2923.106041 = -938885.855180
  nChanged 30
		SP:Iteration 75Q (15976.310000 sec): 3 clusters
  Score: Raw -941817.175713 + Penalty 2923.106041 = -938894.069672
  nChanged 26
		SP:Iteration 76Q (15976.330000 sec): 3 clusters
  Score: Raw -941826.296912 + Penalty 2923.106041 = -938903.190871
  nChanged 37
		SP:Iteration 77Q (15976.350000 sec): 3 clusters
  Score: Raw -941838.269013 + Penalty 2923.106041 = -938915.162972
  nChanged 29
		SP:Iteration 78Q (15976.360000 sec): 3 clusters
  Score: Raw -941848.300673 + Penalty 2923.106041 = -938925.194631
  nChanged 28
		SP:Iteration 79Q (15976.380000 sec): 3 clusters
  Score: Raw -941858.645750 + Penalty 2923.106041 = -938935.539708
  nChanged 44
		SP:Iteration 80F (15976.400000 sec): 3 clusters
  Score: Raw -941875.946779 + Penalty 2923.106041 = -938952.840738
  nChanged 47
		SP:Iteration 81Q (15976.420000 sec): 3 clusters
  Score: Raw -941895.640987 + Penalty 2923.106041 = -938972.534945
  nChanged 56
		SP:Iteration 82Q (15976.430000 sec): 3 clusters
  Score: Raw -941917.293728 + Penalty 2923.106041 = -938994.187687
  nChanged 53
		SP:Iteration 83Q (15976.450000 sec): 3 clusters
  Score: Raw -941937.186659 + Penalty 2923.106041 = -939014.080618
  nChanged 36
		SP:Iteration 84Q (15976.460000 sec): 3 clusters
  Score: Raw -941949.661275 + Penalty 2923.106041 = -939026.555234
  nChanged 30
		SP:Iteration 85Q (15976.480000 sec): 3 clusters
  Score: Raw -941960.302293 + Penalty 2923.106041 = -939037.196252
  nChanged 35
		SP:Iteration 86Q (15976.500000 sec): 3 clusters
  Score: Raw -941970.946947 + Penalty 2923.106041 = -939047.840906
  nChanged 29
		SP:Iteration 87Q (15976.510000 sec): 3 clusters
  Score: Raw -941981.384097 + Penalty 2923.106041 = -939058.278056
  nChanged 25
		SP:Iteration 88Q (15976.530000 sec): 3 clusters
  Score: Raw -941989.595809 + Penalty 2923.106041 = -939066.489768
  nChanged 22
		SP:Iteration 89Q (15976.540000 sec): 3 clusters
  Score: Raw -941997.900361 + Penalty 2923.106041 = -939074.794320
  nChanged 29
		SP:Iteration 90Q (15976.560000 sec): 3 clusters
  Score: Raw -942007.520468 + Penalty 2923.106041 = -939084.414426
  nChanged 27
		SP:Iteration 91Q (15976.580000 sec): 3 clusters
  Score: Raw -942015.362058 + Penalty 2923.106041 = -939092.256017
  nChanged 16
		SP:Iteration 92Q (15976.590000 sec): 3 clusters
  Score: Raw -942020.924890 + Penalty 2923.106041 = -939097.818849
  nChanged 15
		SP:Iteration 93Q (15976.610000 sec): 3 clusters
  Score: Raw -942025.481918 + Penalty 2923.106041 = -939102.375877
  nChanged 14
		SP:Iteration 94Q (15976.620000 sec): 3 clusters
  Score: Raw -942029.430984 + Penalty 2923.106041 = -939106.324943
  nChanged 20
		SP:Iteration 95Q (15976.640000 sec): 3 clusters
  Score: Raw -942035.685710 + Penalty 2923.106041 = -939112.579669
  nChanged 15
		SP:Iteration 96Q (15976.660000 sec): 3 clusters
  Score: Raw -942040.737093 + Penalty 2923.106041 = -939117.631052
  nChanged 15
		SP:Iteration 97Q (15976.670000 sec): 3 clusters
  Score: Raw -942045.520104 + Penalty 2923.106041 = -939122.414063
  nChanged 20
		SP:Iteration 98Q (15976.680000 sec): 3 clusters
  Score: Raw -942051.948020 + Penalty 2923.106041 = -939128.841979
  nChanged 13
		SP:Iteration 99Q (15976.700000 sec): 3 clusters
  Score: Raw -942055.642445 + Penalty 2923.106041 = -939132.536404
  nChanged 6
		SP:Iteration 100F (15976.720000 sec): 3 clusters
  Score: Raw -942057.077449 + Penalty 2923.106041 = -939133.971408
  nChanged 6
		SP:Iteration 101Q (15976.740000 sec): 3 clusters
  Score: Raw -942058.303457 + Penalty 2923.106041 = -939135.197416
  nChanged 5
		SP:Iteration 102Q (15976.750000 sec): 3 clusters
  Score: Raw -942060.072143 + Penalty 2923.106041 = -939136.966102
  nChanged 12
		SP:Iteration 103Q (15976.770000 sec): 3 clusters
  Score: Raw -942064.092348 + Penalty 2923.106041 = -939140.986307
  nChanged 11
		SP:Iteration 104Q (15976.780000 sec): 3 clusters
  Score: Raw -942068.716658 + Penalty 2923.106041 = -939145.610617
  nChanged 12
		SP:Iteration 105Q (15976.800000 sec): 3 clusters
  Score: Raw -942071.956429 + Penalty 2923.106041 = -939148.850388
  nChanged 13
		SP:Iteration 106Q (15976.820000 sec): 3 clusters
  Score: Raw -942075.285818 + Penalty 2923.106041 = -939152.179777
  nChanged 10
		SP:Iteration 107Q (15976.830000 sec): 3 clusters
  Score: Raw -942078.108150 + Penalty 2923.106041 = -939155.002109
  nChanged 12
		SP:Iteration 108Q (15976.840000 sec): 3 clusters
  Score: Raw -942081.037275 + Penalty 2923.106041 = -939157.931234
  nChanged 8
		SP:Iteration 109Q (15976.860000 sec): 3 clusters
  Score: Raw -942083.763772 + Penalty 2923.106041 = -939160.657731
  nChanged 11
		SP:Iteration 110Q (15976.880000 sec): 3 clusters
  Score: Raw -942088.553941 + Penalty 2923.106041 = -939165.447900
  nChanged 12
		SP:Iteration 111Q (15976.890000 sec): 3 clusters
  Score: Raw -942093.007483 + Penalty 2923.106041 = -939169.901442
  nChanged 12
		SP:Iteration 112Q (15976.910000 sec): 3 clusters
  Score: Raw -942097.804607 + Penalty 2923.106041 = -939174.698566
  nChanged 14
		SP:Iteration 113Q (15976.920000 sec): 3 clusters
  Score: Raw -942103.917313 + Penalty 2923.106041 = -939180.811272
  nChanged 13
		SP:Iteration 114Q (15976.940000 sec): 3 clusters
  Score: Raw -942108.630784 + Penalty 2923.106041 = -939185.524743
  nChanged 9
		SP:Iteration 115Q (15976.960000 sec): 3 clusters
  Score: Raw -942111.798751 + Penalty 2923.106041 = -939188.692710
  nChanged 9
		SP:Iteration 116Q (15976.970000 sec): 3 clusters
  Score: Raw -942114.203354 + Penalty 2923.106041 = -939191.097313
  nChanged 9
		SP:Iteration 117Q (15976.980000 sec): 3 clusters
  Score: Raw -942117.242735 + Penalty 2923.106041 = -939194.136694
  nChanged 13
		SP:Iteration 118Q (15977.000000 sec): 3 clusters
  Score: Raw -942121.983630 + Penalty 2923.106041 = -939198.877589
  nChanged 10
		SP:Iteration 119Q (15977.020000 sec): 3 clusters
  Score: Raw -942125.729102 + Penalty 2923.106041 = -939202.623061
  nChanged 7
		SP:Iteration 120F (15977.040000 sec): 3 clusters
  Score: Raw -942130.207230 + Penalty 2923.106041 = -939207.101189
  nChanged 14
		SP:Iteration 121Q (15977.050000 sec): 3 clusters
  Score: Raw -942134.654859 + Penalty 2923.106041 = -939211.548818
  nChanged 7
		SP:Iteration 122Q (15977.070000 sec): 3 clusters
  Score: Raw -942136.440845 + Penalty 2923.106041 = -939213.334804
  nChanged 8
		SP:Iteration 123Q (15977.080000 sec): 3 clusters
  Score: Raw -942138.760937 + Penalty 2923.106041 = -939215.654896
  nChanged 11
		SP:Iteration 124Q (15977.100000 sec): 3 clusters
  Score: Raw -942142.412438 + Penalty 2923.106041 = -939219.306397
  nChanged 17
		SP:Iteration 125Q (15977.120000 sec): 3 clusters
  Score: Raw -942149.186204 + Penalty 2923.106041 = -939226.080163
  nChanged 18
		SP:Iteration 126Q (15977.130000 sec): 3 clusters
  Score: Raw -942157.349304 + Penalty 2923.106041 = -939234.243263
  nChanged 18
		SP:Iteration 127Q (15977.140000 sec): 3 clusters
  Score: Raw -942166.336977 + Penalty 2923.106041 = -939243.230936
  nChanged 21
		SP:Iteration 128Q (15977.160000 sec): 3 clusters
  Score: Raw -942175.573340 + Penalty 2923.106041 = -939252.467299
  nChanged 18
		SP:Iteration 129Q (15977.180000 sec): 3 clusters
  Score: Raw -942183.008664 + Penalty 2923.106041 = -939259.902623
  nChanged 19
		SP:Iteration 130Q (15977.190000 sec): 3 clusters
  Score: Raw -942191.178035 + Penalty 2923.106041 = -939268.071994
  nChanged 15
		SP:Iteration 131Q (15977.210000 sec): 3 clusters
  Score: Raw -942196.478788 + Penalty 2923.106041 = -939273.372747
  nChanged 14
		SP:Iteration 132Q (15977.220000 sec): 3 clusters
  Score: Raw -942202.531694 + Penalty 2923.106041 = -939279.425653
  nChanged 11
		SP:Iteration 133Q (15977.240000 sec): 3 clusters
  Score: Raw -942207.543055 + Penalty 2923.106041 = -939284.437014
  nChanged 13
		SP:Iteration 134Q (15977.250000 sec): 3 clusters
  Score: Raw -942213.183213 + Penalty 2923.106041 = -939290.077172
  nChanged 16
		SP:Iteration 135Q (15977.270000 sec): 3 clusters
  Score: Raw -942220.050303 + Penalty 2923.106041 = -939296.944262
  nChanged 11
		SP:Iteration 136Q (15977.280000 sec): 3 clusters
  Score: Raw -942225.067497 + Penalty 2923.106041 = -939301.961456
  nChanged 8
		SP:Iteration 137Q (15977.300000 sec): 3 clusters
  Score: Raw -942227.829951 + Penalty 2923.106041 = -939304.723910
  nChanged 6
		SP:Iteration 138Q (15977.310000 sec): 3 clusters
  Score: Raw -942230.627024 + Penalty 2923.106041 = -939307.520983
  nChanged 11
		SP:Iteration 139Q (15977.330000 sec): 3 clusters
  Score: Raw -942235.578979 + Penalty 2923.106041 = -939312.472938
  nChanged 12
		SP:Iteration 140F (15977.350000 sec): 3 clusters
  Score: Raw -942240.222958 + Penalty 2923.106041 = -939317.116917
  nChanged 13
		SP:Iteration 141Q (15977.360000 sec): 3 clusters
  Score: Raw -942246.176989 + Penalty 2923.106041 = -939323.070947
  nChanged 15
		SP:Iteration 142Q (15977.380000 sec): 3 clusters
  Score: Raw -942253.521121 + Penalty 2923.106041 = -939330.415080
  nChanged 13
		SP:Iteration 143Q (15977.390000 sec): 3 clusters
  Score: Raw -942262.293759 + Penalty 2923.106041 = -939339.187718
  nChanged 15
		SP:Iteration 144Q (15977.410000 sec): 3 clusters
  Score: Raw -942270.550672 + Penalty 2923.106041 = -939347.444630
  nChanged 13
		SP:Iteration 145Q (15977.420000 sec): 3 clusters
  Score: Raw -942277.244364 + Penalty 2923.106041 = -939354.138323
  nChanged 15
		SP:Iteration 146Q (15977.440000 sec): 3 clusters
  Score: Raw -942284.380211 + Penalty 2923.106041 = -939361.274169
  nChanged 11
		SP:Iteration 147Q (15977.450000 sec): 3 clusters
  Score: Raw -942291.649734 + Penalty 2923.106041 = -939368.543692
  nChanged 12
		SP:Iteration 148Q (15977.470000 sec): 3 clusters
  Score: Raw -942298.147910 + Penalty 2923.106041 = -939375.041869
  nChanged 11
		SP:Iteration 149Q (15977.480000 sec): 3 clusters
  Score: Raw -942305.430798 + Penalty 2923.106041 = -939382.324757
  nChanged 7
		SP:Iteration 150Q (15977.500000 sec): 3 clusters
  Score: Raw -942310.008324 + Penalty 2923.106041 = -939386.902282
  nChanged 7
		SP:Iteration 151Q (15977.510000 sec): 3 clusters
  Score: Raw -942316.040272 + Penalty 2923.106041 = -939392.934231
  nChanged 8
		SP:Iteration 152Q (15977.530000 sec): 3 clusters
  Score: Raw -942319.743066 + Penalty 2923.106041 = -939396.637024
  nChanged 7
		SP:Iteration 153Q (15977.540000 sec): 3 clusters
  Score: Raw -942323.635328 + Penalty 2923.106041 = -939400.529287
  nChanged 3
		SP:Iteration 154Q (15977.560000 sec): 3 clusters
  Score: Raw -942325.558368 + Penalty 2923.106041 = -939402.452327
  nChanged 1
		SP:Iteration 155Q (15977.570000 sec): 3 clusters
  Score: Raw -942326.040365 + Penalty 2923.106041 = -939402.934324
  nChanged 1
		SP:Iteration 156Q (15977.580000 sec): 3 clusters
  Score: Raw -942326.491104 + Penalty 2923.106041 = -939403.385063
  nChanged 1
		SP:Iteration 157Q (15977.600000 sec): 3 clusters
  Score: Raw -942326.819701 + Penalty 2923.106041 = -939403.713660
  nChanged 1
		SP:Iteration 158Q (15977.620000 sec): 3 clusters
  Score: Raw -942327.528704 + Penalty 2923.106041 = -939404.422663
  nChanged 1
		SP:Iteration 159Q (15977.630000 sec): 3 clusters
  Score: Raw -942327.950866 + Penalty 2923.106041 = -939404.844825
  nChanged 1
		SP:Iteration 160F (15977.650000 sec): 3 clusters
  Score: Raw -942328.206447 + Penalty 2923.106041 = -939405.100406
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15977.680000 sec): 2 clusters
  Score: Raw -1136164.415828 + Penalty 1490.266640 = -1134674.149188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15977.700000 sec): 3 clusters
  Score: Raw -1130776.231802 + Penalty 2980.533279 = -1127795.698523
  nChanged 4134
		SP:Iteration 1F (15977.730000 sec): 3 clusters
  Score: Raw -1132904.100952 + Penalty 2980.533279 = -1129923.567673
  nChanged 551
		SP:Iteration 2F (15977.750000 sec): 3 clusters
  Score: Raw -1133133.786239 + Penalty 2980.533279 = -1130153.252960
  nChanged 465
		SP:Iteration 3Q (15977.780000 sec): 3 clusters
  Score: Raw -1133339.999264 + Penalty 2980.533279 = -1130359.465985
  nChanged 405
		SP:Iteration 4Q (15977.800000 sec): 3 clusters
  Score: Raw -1133548.116779 + Penalty 2980.533279 = -1130567.583500
  nChanged 424
		SP:Iteration 5Q (15977.830000 sec): 3 clusters
  Score: Raw -1133778.157471 + Penalty 2980.533279 = -1130797.624192
  nChanged 454
		SP:Iteration 6Q (15977.850000 sec): 3 clusters
  Score: Raw -1134041.462181 + Penalty 2980.533279 = -1131060.928901
  nChanged 471
		SP:Iteration 7Q (15977.880000 sec): 3 clusters
  Score: Raw -1134330.230208 + Penalty 2980.533279 = -1131349.696929
  nChanged 447
		SP:Iteration 8Q (15977.900000 sec): 3 clusters
  Score: Raw -1134579.610360 + Penalty 2980.533279 = -1131599.077080
  nChanged 401
		SP:Iteration 9Q (15977.920000 sec): 3 clusters
  Score: Raw -1134792.949912 + Penalty 2980.533279 = -1131812.416633
  nChanged 354
		SP:Iteration 10Q (15977.950000 sec): 3 clusters
  Score: Raw -1134980.714172 + Penalty 2980.533279 = -1132000.180893
  nChanged 353
		SP:Iteration 11Q (15977.970000 sec): 3 clusters
  Score: Raw -1135188.858690 + Penalty 2980.533279 = -1132208.325411
  nChanged 337
		SP:Iteration 12Q (15977.990000 sec): 3 clusters
  Score: Raw -1135389.071534 + Penalty 2980.533279 = -1132408.538254
  nChanged 325
		SP:Iteration 13Q (15978.020000 sec): 3 clusters
  Score: Raw -1135627.061420 + Penalty 2980.533279 = -1132646.528141
  nChanged 286
		SP:Iteration 14Q (15978.040000 sec): 3 clusters
  Score: Raw -1135818.370074 + Penalty 2980.533279 = -1132837.836795
  nChanged 232
		SP:Iteration 15Q (15978.060000 sec): 3 clusters
  Score: Raw -1135975.422854 + Penalty 2980.533279 = -1132994.889575
  nChanged 206
		SP:Iteration 16Q (15978.080000 sec): 3 clusters
  Score: Raw -1136096.113949 + Penalty 2980.533279 = -1133115.580669
  nChanged 178
		SP:Iteration 17Q (15978.110000 sec): 3 clusters
  Score: Raw -1136201.461915 + Penalty 2980.533279 = -1133220.928636
  nChanged 151
		SP:Iteration 18Q (15978.130000 sec): 3 clusters
  Score: Raw -1136292.070059 + Penalty 2980.533279 = -1133311.536780
  nChanged 123
		SP:Iteration 19Q (15978.150000 sec): 3 clusters
  Score: Raw -1136368.529478 + Penalty 2980.533279 = -1133387.996199
  nChanged 117
		SP:Iteration 20F (15978.170000 sec): 3 clusters
  Score: Raw -1136440.973296 + Penalty 2980.533279 = -1133460.440017
  nChanged 90
		SP:Iteration 21Q (15978.190000 sec): 3 clusters
  Score: Raw -1136502.105849 + Penalty 2980.533279 = -1133521.572570
  nChanged 84
		SP:Iteration 22Q (15978.210000 sec): 3 clusters
  Score: Raw -1136564.945871 + Penalty 2980.533279 = -1133584.412592
  nChanged 72
		SP:Iteration 23Q (15978.230000 sec): 3 clusters
  Score: Raw -1136609.679129 + Penalty 2980.533279 = -1133629.145850
  nChanged 43
		SP:Iteration 24Q (15978.250000 sec): 3 clusters
  Score: Raw -1136638.061365 + Penalty 2980.533279 = -1133657.528086
  nChanged 37
		SP:Iteration 25Q (15978.270000 sec): 3 clusters
  Score: Raw -1136659.288689 + Penalty 2980.533279 = -1133678.755409
  nChanged 32
		SP:Iteration 26Q (15978.290000 sec): 3 clusters
  Score: Raw -1136677.881983 + Penalty 2980.533279 = -1133697.348703
  nChanged 25
		SP:Iteration 27Q (15978.310000 sec): 3 clusters
  Score: Raw -1136692.115395 + Penalty 2980.533279 = -1133711.582116
  nChanged 24
		SP:Iteration 28Q (15978.330000 sec): 3 clusters
  Score: Raw -1136707.986759 + Penalty 2980.533279 = -1133727.453480
  nChanged 27
		SP:Iteration 29Q (15978.340000 sec): 3 clusters
  Score: Raw -1136726.565181 + Penalty 2980.533279 = -1133746.031902
  nChanged 23
		SP:Iteration 30Q (15978.360000 sec): 3 clusters
  Score: Raw -1136741.650384 + Penalty 2980.533279 = -1133761.117105
  nChanged 16
		SP:Iteration 31Q (15978.380000 sec): 3 clusters
  Score: Raw -1136750.947205 + Penalty 2980.533279 = -1133770.413926
  nChanged 18
		SP:Iteration 32Q (15978.400000 sec): 3 clusters
  Score: Raw -1136765.952684 + Penalty 2980.533279 = -1133785.419404
  nChanged 19
		SP:Iteration 33Q (15978.420000 sec): 3 clusters
  Score: Raw -1136777.687012 + Penalty 2980.533279 = -1133797.153732
  nChanged 14
		SP:Iteration 34Q (15978.440000 sec): 3 clusters
  Score: Raw -1136784.253491 + Penalty 2980.533279 = -1133803.720212
  nChanged 5
		SP:Iteration 35Q (15978.460000 sec): 3 clusters
  Score: Raw -1136786.767474 + Penalty 2980.533279 = -1133806.234195
  nChanged 4
		SP:Iteration 36Q (15978.470000 sec): 3 clusters
  Score: Raw -1136788.070135 + Penalty 2980.533279 = -1133807.536856
  nChanged 2
		SP:Iteration 37Q (15978.490000 sec): 3 clusters
  Score: Raw -1136789.130901 + Penalty 2980.533279 = -1133808.597622
  nChanged 4
		SP:Iteration 38Q (15978.510000 sec): 3 clusters
  Score: Raw -1136790.696611 + Penalty 2980.533279 = -1133810.163332
  nChanged 3
		SP:Iteration 39Q (15978.520000 sec): 3 clusters
  Score: Raw -1136792.138300 + Penalty 2980.533279 = -1133811.605021
  nChanged 1
		SP:Iteration 40F (15978.550000 sec): 3 clusters
  Score: Raw -1136792.481139 + Penalty 2980.533279 = -1133811.947860
  nChanged 1
		SP:Iteration 41Q (15978.570000 sec): 3 clusters
  Score: Raw -1136792.813575 + Penalty 2980.533279 = -1133812.280295
  nChanged 0
		SP:Iteration 42F (15978.590000 sec): 3 clusters
  Score: Raw -1136792.813575 + Penalty 2980.533279 = -1133812.280295
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15978.620000 sec): 2 clusters
  Score: Raw -794887.261789 + Penalty 1435.721700 = -793451.540089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15978.630000 sec): 3 clusters
  Score: Raw -791123.673906 + Penalty 2871.443401 = -788252.230505
  nChanged 2905
		SP:Iteration 1F (15978.650000 sec): 3 clusters
  Score: Raw -792644.406543 + Penalty 2871.443401 = -789772.963143
  nChanged 455
		SP:Iteration 2F (15978.670000 sec): 3 clusters
  Score: Raw -792863.264934 + Penalty 2871.443401 = -789991.821533
  nChanged 357
		SP:Iteration 3F (15978.680000 sec): 3 clusters
  Score: Raw -793013.982218 + Penalty 2871.443401 = -790142.538817
  nChanged 285
		SP:Iteration 4Q (15978.700000 sec): 3 clusters
  Score: Raw -793126.921777 + Penalty 2871.443401 = -790255.478377
  nChanged 243
		SP:Iteration 5Q (15978.720000 sec): 3 clusters
  Score: Raw -793235.479681 + Penalty 2871.443401 = -790364.036280
  nChanged 236
		SP:Iteration 6Q (15978.740000 sec): 3 clusters
  Score: Raw -793340.674739 + Penalty 2871.443401 = -790469.231338
  nChanged 195
		SP:Iteration 7Q (15978.750000 sec): 3 clusters
  Score: Raw -793419.673002 + Penalty 2871.443401 = -790548.229601
  nChanged 193
		SP:Iteration 8Q (15978.770000 sec): 3 clusters
  Score: Raw -793496.628464 + Penalty 2871.443401 = -790625.185064
  nChanged 183
		SP:Iteration 9Q (15978.790000 sec): 3 clusters
  Score: Raw -793566.697643 + Penalty 2871.443401 = -790695.254243
  nChanged 176
		SP:Iteration 10Q (15978.800000 sec): 3 clusters
  Score: Raw -793643.856716 + Penalty 2871.443401 = -790772.413316
  nChanged 176
		SP:Iteration 11Q (15978.820000 sec): 3 clusters
  Score: Raw -793738.185975 + Penalty 2871.443401 = -790866.742574
  nChanged 195
		SP:Iteration 12Q (15978.840000 sec): 3 clusters
  Score: Raw -793847.291151 + Penalty 2871.443401 = -790975.847750
  nChanged 182
		SP:Iteration 13Q (15978.850000 sec): 3 clusters
  Score: Raw -793960.286684 + Penalty 2871.443401 = -791088.843283
  nChanged 199
		SP:Iteration 14Q (15978.870000 sec): 3 clusters
  Score: Raw -794090.781619 + Penalty 2871.443401 = -791219.338218
  nChanged 176
		SP:Iteration 15Q (15978.890000 sec): 3 clusters
  Score: Raw -794201.392593 + Penalty 2871.443401 = -791329.949192
  nChanged 160
		SP:Iteration 16Q (15978.900000 sec): 3 clusters
  Score: Raw -794294.420397 + Penalty 2871.443401 = -791422.976996
  nChanged 152
		SP:Iteration 17Q (15978.920000 sec): 3 clusters
  Score: Raw -794383.917622 + Penalty 2871.443401 = -791512.474221
  nChanged 138
		SP:Iteration 18Q (15978.940000 sec): 3 clusters
  Score: Raw -794456.211553 + Penalty 2871.443401 = -791584.768152
  nChanged 112
		SP:Iteration 19Q (15978.950000 sec): 3 clusters
  Score: Raw -794517.245710 + Penalty 2871.443401 = -791645.802310
  nChanged 117
		SP:Iteration 20F (15978.970000 sec): 3 clusters
  Score: Raw -794588.418560 + Penalty 2871.443401 = -791716.975159
  nChanged 102
		SP:Iteration 21Q (15978.980000 sec): 3 clusters
  Score: Raw -794644.046083 + Penalty 2871.443401 = -791772.602682
  nChanged 88
		SP:Iteration 22Q (15979.000000 sec): 3 clusters
  Score: Raw -794693.296504 + Penalty 2871.443401 = -791821.853104
  nChanged 85
		SP:Iteration 23Q (15979.020000 sec): 3 clusters
  Score: Raw -794736.288785 + Penalty 2871.443401 = -791864.845384
  nChanged 70
		SP:Iteration 24Q (15979.030000 sec): 3 clusters
  Score: Raw -794775.596119 + Penalty 2871.443401 = -791904.152719
  nChanged 63
		SP:Iteration 25Q (15979.040000 sec): 3 clusters
  Score: Raw -794809.648847 + Penalty 2871.443401 = -791938.205447
  nChanged 63
		SP:Iteration 26Q (15979.060000 sec): 3 clusters
  Score: Raw -794844.438028 + Penalty 2871.443401 = -791972.994627
  nChanged 47
		SP:Iteration 27Q (15979.070000 sec): 3 clusters
  Score: Raw -794867.923254 + Penalty 2871.443401 = -791996.479853
  nChanged 44
		SP:Iteration 28Q (15979.090000 sec): 3 clusters
  Score: Raw -794890.059427 + Penalty 2871.443401 = -792018.616026
  nChanged 26
		SP:Iteration 29Q (15979.100000 sec): 3 clusters
  Score: Raw -794904.097602 + Penalty 2871.443401 = -792032.654202
  nChanged 23
		SP:Iteration 30Q (15979.120000 sec): 3 clusters
  Score: Raw -794915.228210 + Penalty 2871.443401 = -792043.784810
  nChanged 22
		SP:Iteration 31Q (15979.130000 sec): 3 clusters
  Score: Raw -794926.218805 + Penalty 2871.443401 = -792054.775404
  nChanged 23
		SP:Iteration 32Q (15979.140000 sec): 3 clusters
  Score: Raw -794935.419330 + Penalty 2871.443401 = -792063.975929
  nChanged 15
		SP:Iteration 33Q (15979.160000 sec): 3 clusters
  Score: Raw -794939.933633 + Penalty 2871.443401 = -792068.490233
  nChanged 12
		SP:Iteration 34Q (15979.170000 sec): 3 clusters
  Score: Raw -794943.299648 + Penalty 2871.443401 = -792071.856247
  nChanged 9
		SP:Iteration 35Q (15979.180000 sec): 3 clusters
  Score: Raw -794946.201452 + Penalty 2871.443401 = -792074.758051
  nChanged 12
		SP:Iteration 36Q (15979.200000 sec): 3 clusters
  Score: Raw -794950.504369 + Penalty 2871.443401 = -792079.060968
  nChanged 7
		SP:Iteration 37Q (15979.210000 sec): 3 clusters
  Score: Raw -794952.888811 + Penalty 2871.443401 = -792081.445411
  nChanged 9
		SP:Iteration 38Q (15979.230000 sec): 3 clusters
  Score: Raw -794955.887263 + Penalty 2871.443401 = -792084.443863
  nChanged 7
		SP:Iteration 39Q (15979.240000 sec): 3 clusters
  Score: Raw -794958.374629 + Penalty 2871.443401 = -792086.931228
  nChanged 9
		SP:Iteration 40F (15979.260000 sec): 3 clusters
  Score: Raw -794961.393463 + Penalty 2871.443401 = -792089.950063
  nChanged 6
		SP:Iteration 41Q (15979.270000 sec): 3 clusters
  Score: Raw -794963.551998 + Penalty 2871.443401 = -792092.108597
  nChanged 8
		SP:Iteration 42Q (15979.280000 sec): 3 clusters
  Score: Raw -794965.374836 + Penalty 2871.443401 = -792093.931435
  nChanged 4
		SP:Iteration 43Q (15979.300000 sec): 3 clusters
  Score: Raw -794966.206387 + Penalty 2871.443401 = -792094.762986
  nChanged 3
		SP:Iteration 44Q (15979.310000 sec): 3 clusters
  Score: Raw -794966.965286 + Penalty 2871.443401 = -792095.521885
  nChanged 3
		SP:Iteration 45Q (15979.320000 sec): 3 clusters
  Score: Raw -794967.945379 + Penalty 2871.443401 = -792096.501978
  nChanged 3
		SP:Iteration 46Q (15979.340000 sec): 3 clusters
  Score: Raw -794968.455076 + Penalty 2871.443401 = -792097.011676
  nChanged 1
		SP:Iteration 47Q (15979.350000 sec): 3 clusters
  Score: Raw -794968.574708 + Penalty 2871.443401 = -792097.131307
  nChanged 0
		SP:Iteration 48F (15979.370000 sec): 3 clusters
  Score: Raw -794968.574708 + Penalty 2871.443401 = -792097.131307
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15979.380000 sec): 2 clusters
  Score: Raw -12016.309195 + Penalty 775.236251 = -11241.072943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15979.380000 sec): 3 clusters
  Score: Raw -12335.330972 + Penalty 1550.472503 = -10784.858469
  nChanged 8
		SP:Iteration 1F (15979.380000 sec): 3 clusters
  Score: Raw -12376.485864 + Penalty 1550.472503 = -10826.013361
  nChanged 2
		SP:Iteration 2Q (15979.380000 sec): 3 clusters
  Score: Raw -12383.215192 + Penalty 1550.472503 = -10832.742689
  nChanged 0
		SP:Iteration 3F (15979.380000 sec): 3 clusters
  Score: Raw -12383.215192 + Penalty 1550.472503 = -10832.742689
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (12718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15979.420000 sec): 2 clusters
  Score: Raw -1502163.800267 + Penalty 1535.750709 = -1500628.049559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15979.450000 sec): 3 clusters
  Score: Raw -1494818.268111 + Penalty 3071.501417 = -1491746.766693
  nChanged 5607
		SP:Iteration 1F (15979.480000 sec): 3 clusters
  Score: Raw -1497710.007145 + Penalty 3071.501417 = -1494638.505727
  nChanged 623
		SP:Iteration 2Q (15979.520000 sec): 3 clusters
  Score: Raw -1497943.362964 + Penalty 3071.501417 = -1494871.861547
  nChanged 544
		SP:Iteration 3Q (15979.550000 sec): 3 clusters
  Score: Raw -1498144.031645 + Penalty 3071.501417 = -1495072.530228
  nChanged 470
		SP:Iteration 4Q (15979.580000 sec): 3 clusters
  Score: Raw -1498311.248295 + Penalty 3071.501417 = -1495239.746878
  nChanged 468
		SP:Iteration 5Q (15979.610000 sec): 3 clusters
  Score: Raw -1498470.655493 + Penalty 3071.501417 = -1495399.154076
  nChanged 404
		SP:Iteration 6Q (15979.650000 sec): 3 clusters
  Score: Raw -1498605.771447 + Penalty 3071.501417 = -1495534.270029
  nChanged 379
		SP:Iteration 7Q (15979.680000 sec): 3 clusters
  Score: Raw -1498740.721819 + Penalty 3071.501417 = -1495669.220402
  nChanged 391
		SP:Iteration 8Q (15979.710000 sec): 3 clusters
  Score: Raw -1498878.611227 + Penalty 3071.501417 = -1495807.109810
  nChanged 391
		SP:Iteration 9Q (15979.740000 sec): 3 clusters
  Score: Raw -1499026.689880 + Penalty 3071.501417 = -1495955.188463
  nChanged 416
		SP:Iteration 10Q (15979.770000 sec): 3 clusters
  Score: Raw -1499188.981732 + Penalty 3071.501417 = -1496117.480315
  nChanged 441
		SP:Iteration 11Q (15979.810000 sec): 3 clusters
  Score: Raw -1499401.548138 + Penalty 3071.501417 = -1496330.046720
  nChanged 503
		SP:Iteration 12Q (15979.840000 sec): 3 clusters
  Score: Raw -1499663.633219 + Penalty 3071.501417 = -1496592.131801
  nChanged 524
		SP:Iteration 13Q (15979.870000 sec): 3 clusters
  Score: Raw -1499981.109840 + Penalty 3071.501417 = -1496909.608422
  nChanged 546
		SP:Iteration 14Q (15979.900000 sec): 3 clusters
  Score: Raw -1500301.581301 + Penalty 3071.501417 = -1497230.079883
  nChanged 518
		SP:Iteration 15Q (15979.940000 sec): 3 clusters
  Score: Raw -1500559.465883 + Penalty 3071.501417 = -1497487.964466
  nChanged 416
		SP:Iteration 16Q (15979.970000 sec): 3 clusters
  Score: Raw -1500760.850719 + Penalty 3071.501417 = -1497689.349302
  nChanged 388
		SP:Iteration 17Q (15980.000000 sec): 3 clusters
  Score: Raw -1500918.552632 + Penalty 3071.501417 = -1497847.051215
  nChanged 292
		SP:Iteration 18Q (15980.030000 sec): 3 clusters
  Score: Raw -1501006.885252 + Penalty 3071.501417 = -1497935.383835
  nChanged 201
		SP:Iteration 19Q (15980.070000 sec): 3 clusters
  Score: Raw -1501059.072114 + Penalty 3071.501417 = -1497987.570697
  nChanged 148
		SP:Iteration 20F (15980.100000 sec): 3 clusters
  Score: Raw -1501097.302470 + Penalty 3071.501417 = -1498025.801053
  nChanged 125
		SP:Iteration 21Q (15980.130000 sec): 3 clusters
  Score: Raw -1501127.689703 + Penalty 3071.501417 = -1498056.188286
  nChanged 109
		SP:Iteration 22Q (15980.160000 sec): 3 clusters
  Score: Raw -1501152.518309 + Penalty 3071.501417 = -1498081.016892
  nChanged 116
		SP:Iteration 23Q (15980.190000 sec): 3 clusters
  Score: Raw -1501180.911453 + Penalty 3071.501417 = -1498109.410036
  nChanged 121
		SP:Iteration 24Q (15980.220000 sec): 3 clusters
  Score: Raw -1501209.493254 + Penalty 3071.501417 = -1498137.991836
  nChanged 98
		SP:Iteration 25Q (15980.250000 sec): 3 clusters
  Score: Raw -1501228.335169 + Penalty 3071.501417 = -1498156.833751
  nChanged 84
		SP:Iteration 26Q (15980.280000 sec): 3 clusters
  Score: Raw -1501244.513938 + Penalty 3071.501417 = -1498173.012521
  nChanged 77
		SP:Iteration 27Q (15980.310000 sec): 3 clusters
  Score: Raw -1501259.187634 + Penalty 3071.501417 = -1498187.686217
  nChanged 76
		SP:Iteration 28Q (15980.340000 sec): 3 clusters
  Score: Raw -1501273.716049 + Penalty 3071.501417 = -1498202.214632
  nChanged 72
		SP:Iteration 29Q (15980.370000 sec): 3 clusters
  Score: Raw -1501287.397869 + Penalty 3071.501417 = -1498215.896452
  nChanged 69
		SP:Iteration 30Q (15980.400000 sec): 3 clusters
  Score: Raw -1501300.093808 + Penalty 3071.501417 = -1498228.592391
  nChanged 64
		SP:Iteration 31Q (15980.430000 sec): 3 clusters
  Score: Raw -1501311.254262 + Penalty 3071.501417 = -1498239.752844
  nChanged 62
		SP:Iteration 32Q (15980.470000 sec): 3 clusters
  Score: Raw -1501321.279716 + Penalty 3071.501417 = -1498249.778299
  nChanged 62
		SP:Iteration 33Q (15980.490000 sec): 3 clusters
  Score: Raw -1501330.320990 + Penalty 3071.501417 = -1498258.819573
  nChanged 48
		SP:Iteration 34Q (15980.530000 sec): 3 clusters
  Score: Raw -1501337.627734 + Penalty 3071.501417 = -1498266.126317
  nChanged 46
		SP:Iteration 35Q (15980.560000 sec): 3 clusters
  Score: Raw -1501346.253530 + Penalty 3071.501417 = -1498274.752112
  nChanged 62
		SP:Iteration 36Q (15980.590000 sec): 3 clusters
  Score: Raw -1501359.282253 + Penalty 3071.501417 = -1498287.780836
  nChanged 63
		SP:Iteration 37Q (15980.620000 sec): 3 clusters
  Score: Raw -1501370.432814 + Penalty 3071.501417 = -1498298.931396
  nChanged 60
		SP:Iteration 38Q (15980.650000 sec): 3 clusters
  Score: Raw -1501379.499854 + Penalty 3071.501417 = -1498307.998436
  nChanged 47
		SP:Iteration 39Q (15980.680000 sec): 3 clusters
  Score: Raw -1501388.622032 + Penalty 3071.501417 = -1498317.120614
  nChanged 46
		SP:Iteration 40F (15980.710000 sec): 3 clusters
  Score: Raw -1501396.515416 + Penalty 3071.501417 = -1498325.013999
  nChanged 56
		SP:Iteration 41Q (15980.740000 sec): 3 clusters
  Score: Raw -1501405.677235 + Penalty 3071.501417 = -1498334.175817
  nChanged 52
		SP:Iteration 42Q (15980.770000 sec): 3 clusters
  Score: Raw -1501413.554867 + Penalty 3071.501417 = -1498342.053450
  nChanged 47
		SP:Iteration 43Q (15980.800000 sec): 3 clusters
  Score: Raw -1501421.160430 + Penalty 3071.501417 = -1498349.659013
  nChanged 54
		SP:Iteration 44Q (15980.830000 sec): 3 clusters
  Score: Raw -1501429.814634 + Penalty 3071.501417 = -1498358.313216
  nChanged 54
		SP:Iteration 45Q (15980.860000 sec): 3 clusters
  Score: Raw -1501439.415502 + Penalty 3071.501417 = -1498367.914084
  nChanged 52
		SP:Iteration 46Q (15980.890000 sec): 3 clusters
  Score: Raw -1501448.293034 + Penalty 3071.501417 = -1498376.791617
  nChanged 48
		SP:Iteration 47Q (15980.920000 sec): 3 clusters
  Score: Raw -1501456.029825 + Penalty 3071.501417 = -1498384.528408
  nChanged 42
		SP:Iteration 48Q (15980.950000 sec): 3 clusters
  Score: Raw -1501461.832980 + Penalty 3071.501417 = -1498390.331563
  nChanged 54
		SP:Iteration 49Q (15980.980000 sec): 3 clusters
  Score: Raw -1501471.689446 + Penalty 3071.501417 = -1498400.188029
  nChanged 62
		SP:Iteration 50Q (15981.010000 sec): 3 clusters
  Score: Raw -1501481.798653 + Penalty 3071.501417 = -1498410.297236
  nChanged 54
		SP:Iteration 51Q (15981.050000 sec): 3 clusters
  Score: Raw -1501489.798048 + Penalty 3071.501417 = -1498418.296631
  nChanged 37
		SP:Iteration 52Q (15981.070000 sec): 3 clusters
  Score: Raw -1501495.209541 + Penalty 3071.501417 = -1498423.708124
  nChanged 46
		SP:Iteration 53Q (15981.110000 sec): 3 clusters
  Score: Raw -1501504.188404 + Penalty 3071.501417 = -1498432.686987
  nChanged 56
		SP:Iteration 54Q (15981.130000 sec): 3 clusters
  Score: Raw -1501515.639653 + Penalty 3071.501417 = -1498444.138236
  nChanged 56
		SP:Iteration 55Q (15981.170000 sec): 3 clusters
  Score: Raw -1501526.877399 + Penalty 3071.501417 = -1498455.375981
  nChanged 61
		SP:Iteration 56Q (15981.200000 sec): 3 clusters
  Score: Raw -1501539.180666 + Penalty 3071.501417 = -1498467.679249
  nChanged 61
		SP:Iteration 57Q (15981.230000 sec): 3 clusters
  Score: Raw -1501549.637303 + Penalty 3071.501417 = -1498478.135885
  nChanged 49
		SP:Iteration 58Q (15981.260000 sec): 3 clusters
  Score: Raw -1501557.816084 + Penalty 3071.501417 = -1498486.314667
  nChanged 55
		SP:Iteration 59Q (15981.290000 sec): 3 clusters
  Score: Raw -1501567.732934 + Penalty 3071.501417 = -1498496.231517
  nChanged 45
		SP:Iteration 60F (15981.320000 sec): 3 clusters
  Score: Raw -1501575.369913 + Penalty 3071.501417 = -1498503.868495
  nChanged 48
		SP:Iteration 61Q (15981.350000 sec): 3 clusters
  Score: Raw -1501583.750265 + Penalty 3071.501417 = -1498512.248848
  nChanged 54
		SP:Iteration 62Q (15981.380000 sec): 3 clusters
  Score: Raw -1501594.603010 + Penalty 3071.501417 = -1498523.101593
  nChanged 57
		SP:Iteration 63Q (15981.410000 sec): 3 clusters
  Score: Raw -1501605.483341 + Penalty 3071.501417 = -1498533.981924
  nChanged 52
		SP:Iteration 64Q (15981.440000 sec): 3 clusters
  Score: Raw -1501614.674137 + Penalty 3071.501417 = -1498543.172720
  nChanged 45
		SP:Iteration 65Q (15981.470000 sec): 3 clusters
  Score: Raw -1501622.201989 + Penalty 3071.501417 = -1498550.700571
  nChanged 42
		SP:Iteration 66Q (15981.500000 sec): 3 clusters
  Score: Raw -1501627.722497 + Penalty 3071.501417 = -1498556.221080
  nChanged 29
		SP:Iteration 67Q (15981.530000 sec): 3 clusters
  Score: Raw -1501631.279567 + Penalty 3071.501417 = -1498559.778150
  nChanged 26
		SP:Iteration 68Q (15981.560000 sec): 3 clusters
  Score: Raw -1501635.280786 + Penalty 3071.501417 = -1498563.779368
  nChanged 32
		SP:Iteration 69Q (15981.590000 sec): 3 clusters
  Score: Raw -1501640.673664 + Penalty 3071.501417 = -1498569.172247
  nChanged 29
		SP:Iteration 70Q (15981.620000 sec): 3 clusters
  Score: Raw -1501645.821747 + Penalty 3071.501417 = -1498574.320330
  nChanged 33
		SP:Iteration 71Q (15981.650000 sec): 3 clusters
  Score: Raw -1501651.016486 + Penalty 3071.501417 = -1498579.515069
  nChanged 29
		SP:Iteration 72Q (15981.680000 sec): 3 clusters
  Score: Raw -1501655.637930 + Penalty 3071.501417 = -1498584.136513
  nChanged 34
		SP:Iteration 73Q (15981.710000 sec): 3 clusters
  Score: Raw -1501660.355020 + Penalty 3071.501417 = -1498588.853603
  nChanged 22
		SP:Iteration 74Q (15981.740000 sec): 3 clusters
  Score: Raw -1501662.916734 + Penalty 3071.501417 = -1498591.415317
  nChanged 25
		SP:Iteration 75Q (15981.770000 sec): 3 clusters
  Score: Raw -1501666.209699 + Penalty 3071.501417 = -1498594.708282
  nChanged 22
		SP:Iteration 76Q (15981.800000 sec): 3 clusters
  Score: Raw -1501669.159912 + Penalty 3071.501417 = -1498597.658495
  nChanged 19
		SP:Iteration 77Q (15981.830000 sec): 3 clusters
  Score: Raw -1501671.788524 + Penalty 3071.501417 = -1498600.287106
  nChanged 16
		SP:Iteration 78Q (15981.860000 sec): 3 clusters
  Score: Raw -1501673.867826 + Penalty 3071.501417 = -1498602.366409
  nChanged 13
		SP:Iteration 79Q (15981.890000 sec): 3 clusters
  Score: Raw -1501675.837433 + Penalty 3071.501417 = -1498604.336015
  nChanged 19
		SP:Iteration 80F (15981.920000 sec): 3 clusters
  Score: Raw -1501678.619802 + Penalty 3071.501417 = -1498607.118384
  nChanged 20
		SP:Iteration 81Q (15981.950000 sec): 3 clusters
  Score: Raw -1501681.305121 + Penalty 3071.501417 = -1498609.803704
  nChanged 20
		SP:Iteration 82Q (15981.980000 sec): 3 clusters
  Score: Raw -1501684.303862 + Penalty 3071.501417 = -1498612.802444
  nChanged 31
		SP:Iteration 83Q (15982.010000 sec): 3 clusters
  Score: Raw -1501688.288025 + Penalty 3071.501417 = -1498616.786608
  nChanged 26
		SP:Iteration 84Q (15982.040000 sec): 3 clusters
  Score: Raw -1501692.599292 + Penalty 3071.501417 = -1498621.097875
  nChanged 32
		SP:Iteration 85Q (15982.070000 sec): 3 clusters
  Score: Raw -1501699.801245 + Penalty 3071.501417 = -1498628.299827
  nChanged 35
		SP:Iteration 86Q (15982.100000 sec): 3 clusters
  Score: Raw -1501705.493612 + Penalty 3071.501417 = -1498633.992194
  nChanged 29
		SP:Iteration 87Q (15982.130000 sec): 3 clusters
  Score: Raw -1501708.583471 + Penalty 3071.501417 = -1498637.082053
  nChanged 24
		SP:Iteration 88Q (15982.160000 sec): 3 clusters
  Score: Raw -1501712.496664 + Penalty 3071.501417 = -1498640.995247
  nChanged 31
		SP:Iteration 89Q (15982.190000 sec): 3 clusters
  Score: Raw -1501716.856854 + Penalty 3071.501417 = -1498645.355437
  nChanged 33
		SP:Iteration 90Q (15982.220000 sec): 3 clusters
  Score: Raw -1501720.026687 + Penalty 3071.501417 = -1498648.525270
  nChanged 22
		SP:Iteration 91Q (15982.250000 sec): 3 clusters
  Score: Raw -1501722.765366 + Penalty 3071.501417 = -1498651.263948
  nChanged 21
		SP:Iteration 92Q (15982.280000 sec): 3 clusters
  Score: Raw -1501725.808452 + Penalty 3071.501417 = -1498654.307035
  nChanged 24
		SP:Iteration 93Q (15982.310000 sec): 3 clusters
  Score: Raw -1501729.174523 + Penalty 3071.501417 = -1498657.673106
  nChanged 24
		SP:Iteration 94Q (15982.340000 sec): 3 clusters
  Score: Raw -1501732.831583 + Penalty 3071.501417 = -1498661.330166
  nChanged 25
		SP:Iteration 95Q (15982.370000 sec): 3 clusters
  Score: Raw -1501737.291785 + Penalty 3071.501417 = -1498665.790368
  nChanged 31
		SP:Iteration 96Q (15982.400000 sec): 3 clusters
  Score: Raw -1501742.931340 + Penalty 3071.501417 = -1498671.429923
  nChanged 31
		SP:Iteration 97Q (15982.430000 sec): 3 clusters
  Score: Raw -1501747.452376 + Penalty 3071.501417 = -1498675.950959
  nChanged 30
		SP:Iteration 98Q (15982.460000 sec): 3 clusters
  Score: Raw -1501751.739644 + Penalty 3071.501417 = -1498680.238227
  nChanged 26
		SP:Iteration 99Q (15982.490000 sec): 3 clusters
  Score: Raw -1501755.140760 + Penalty 3071.501417 = -1498683.639343
  nChanged 26
		SP:Iteration 100F (15982.520000 sec): 3 clusters
  Score: Raw -1501758.945627 + Penalty 3071.501417 = -1498687.444210
  nChanged 28
		SP:Iteration 101Q (15982.550000 sec): 3 clusters
  Score: Raw -1501763.104317 + Penalty 3071.501417 = -1498691.602899
  nChanged 35
		SP:Iteration 102Q (15982.580000 sec): 3 clusters
  Score: Raw -1501770.434139 + Penalty 3071.501417 = -1498698.932722
  nChanged 43
		SP:Iteration 103Q (15982.610000 sec): 3 clusters
  Score: Raw -1501779.419089 + Penalty 3071.501417 = -1498707.917671
  nChanged 43
		SP:Iteration 104Q (15982.640000 sec): 3 clusters
  Score: Raw -1501788.007055 + Penalty 3071.501417 = -1498716.505638
  nChanged 43
		SP:Iteration 105Q (15982.670000 sec): 3 clusters
  Score: Raw -1501794.810362 + Penalty 3071.501417 = -1498723.308945
  nChanged 42
		SP:Iteration 106Q (15982.690000 sec): 3 clusters
  Score: Raw -1501803.628754 + Penalty 3071.501417 = -1498732.127337
  nChanged 50
		SP:Iteration 107Q (15982.730000 sec): 3 clusters
  Score: Raw -1501815.352433 + Penalty 3071.501417 = -1498743.851016
  nChanged 51
		SP:Iteration 108Q (15982.750000 sec): 3 clusters
  Score: Raw -1501827.917962 + Penalty 3071.501417 = -1498756.416545
  nChanged 58
		SP:Iteration 109Q (15982.780000 sec): 3 clusters
  Score: Raw -1501843.120201 + Penalty 3071.501417 = -1498771.618784
  nChanged 71
		SP:Iteration 110Q (15982.810000 sec): 3 clusters
  Score: Raw -1501862.284656 + Penalty 3071.501417 = -1498790.783238
  nChanged 64
		SP:Iteration 111Q (15982.840000 sec): 3 clusters
  Score: Raw -1501878.445151 + Penalty 3071.501417 = -1498806.943733
  nChanged 59
		SP:Iteration 112Q (15982.870000 sec): 3 clusters
  Score: Raw -1501892.481677 + Penalty 3071.501417 = -1498820.980260
  nChanged 60
		SP:Iteration 113Q (15982.890000 sec): 3 clusters
  Score: Raw -1501906.308935 + Penalty 3071.501417 = -1498834.807518
  nChanged 66
		SP:Iteration 114Q (15982.920000 sec): 3 clusters
  Score: Raw -1501923.762967 + Penalty 3071.501417 = -1498852.261549
  nChanged 67
		SP:Iteration 115Q (15982.950000 sec): 3 clusters
  Score: Raw -1501941.413059 + Penalty 3071.501417 = -1498869.911642
  nChanged 51
		SP:Iteration 116Q (15982.980000 sec): 3 clusters
  Score: Raw -1501955.404242 + Penalty 3071.501417 = -1498883.902825
  nChanged 54
		SP:Iteration 117Q (15983.010000 sec): 3 clusters
  Score: Raw -1501969.978007 + Penalty 3071.501417 = -1498898.476589
  nChanged 47
		SP:Iteration 118Q (15983.040000 sec): 3 clusters
  Score: Raw -1501980.077784 + Penalty 3071.501417 = -1498908.576367
  nChanged 41
		SP:Iteration 119Q (15983.070000 sec): 3 clusters
  Score: Raw -1501989.923336 + Penalty 3071.501417 = -1498918.421919
  nChanged 34
		SP:Iteration 120F (15983.100000 sec): 3 clusters
  Score: Raw -1501996.406649 + Penalty 3071.501417 = -1498924.905231
  nChanged 29
		SP:Iteration 121Q (15983.130000 sec): 3 clusters
  Score: Raw -1502002.668898 + Penalty 3071.501417 = -1498931.167481
  nChanged 31
		SP:Iteration 122Q (15983.150000 sec): 3 clusters
  Score: Raw -1502008.218194 + Penalty 3071.501417 = -1498936.716777
  nChanged 26
		SP:Iteration 123Q (15983.180000 sec): 3 clusters
  Score: Raw -1502012.754163 + Penalty 3071.501417 = -1498941.252745
  nChanged 26
		SP:Iteration 124Q (15983.210000 sec): 3 clusters
  Score: Raw -1502018.706547 + Penalty 3071.501417 = -1498947.205130
  nChanged 25
		SP:Iteration 125Q (15983.240000 sec): 3 clusters
  Score: Raw -1502023.542723 + Penalty 3071.501417 = -1498952.041305
  nChanged 15
		SP:Iteration 126Q (15983.260000 sec): 3 clusters
  Score: Raw -1502026.511412 + Penalty 3071.501417 = -1498955.009994
  nChanged 15
		SP:Iteration 127Q (15983.290000 sec): 3 clusters
  Score: Raw -1502029.903280 + Penalty 3071.501417 = -1498958.401862
  nChanged 16
		SP:Iteration 128Q (15983.320000 sec): 3 clusters
  Score: Raw -1502032.733966 + Penalty 3071.501417 = -1498961.232549
  nChanged 12
		SP:Iteration 129Q (15983.350000 sec): 3 clusters
  Score: Raw -1502034.150878 + Penalty 3071.501417 = -1498962.649461
  nChanged 8
		SP:Iteration 130Q (15983.370000 sec): 3 clusters
  Score: Raw -1502035.000509 + Penalty 3071.501417 = -1498963.499091
  nChanged 7
		SP:Iteration 131Q (15983.400000 sec): 3 clusters
  Score: Raw -1502035.672555 + Penalty 3071.501417 = -1498964.171138
  nChanged 5
		SP:Iteration 132Q (15983.430000 sec): 3 clusters
  Score: Raw -1502036.263892 + Penalty 3071.501417 = -1498964.762475
  nChanged 5
		SP:Iteration 133Q (15983.460000 sec): 3 clusters
  Score: Raw -1502036.620469 + Penalty 3071.501417 = -1498965.119051
  nChanged 4
		SP:Iteration 134Q (15983.490000 sec): 3 clusters
  Score: Raw -1502037.178774 + Penalty 3071.501417 = -1498965.677357
  nChanged 6
		SP:Iteration 135Q (15983.510000 sec): 3 clusters
  Score: Raw -1502038.151667 + Penalty 3071.501417 = -1498966.650250
  nChanged 9
		SP:Iteration 136Q (15983.540000 sec): 3 clusters
  Score: Raw -1502039.132342 + Penalty 3071.501417 = -1498967.630925
  nChanged 5
		SP:Iteration 137Q (15983.570000 sec): 3 clusters
  Score: Raw -1502039.967370 + Penalty 3071.501417 = -1498968.465952
  nChanged 7
		SP:Iteration 138Q (15983.590000 sec): 3 clusters
  Score: Raw -1502040.778520 + Penalty 3071.501417 = -1498969.277103
  nChanged 8
		SP:Iteration 139Q (15983.620000 sec): 3 clusters
  Score: Raw -1502041.662340 + Penalty 3071.501417 = -1498970.160922
  nChanged 6
		SP:Iteration 140F (15983.650000 sec): 3 clusters
  Score: Raw -1502042.397954 + Penalty 3071.501417 = -1498970.896537
  nChanged 4
		SP:Iteration 141Q (15983.680000 sec): 3 clusters
  Score: Raw -1502042.900949 + Penalty 3071.501417 = -1498971.399532
  nChanged 2
		SP:Iteration 142Q (15983.710000 sec): 3 clusters
  Score: Raw -1502043.184971 + Penalty 3071.501417 = -1498971.683554
  nChanged 3
		SP:Iteration 143Q (15983.740000 sec): 3 clusters
  Score: Raw -1502043.514369 + Penalty 3071.501417 = -1498972.012952
  nChanged 4
		SP:Iteration 144Q (15983.760000 sec): 3 clusters
  Score: Raw -1502043.877773 + Penalty 3071.501417 = -1498972.376356
  nChanged 7
		SP:Iteration 145Q (15983.790000 sec): 3 clusters
  Score: Raw -1502044.923101 + Penalty 3071.501417 = -1498973.421684
  nChanged 12
		SP:Iteration 146Q (15983.820000 sec): 3 clusters
  Score: Raw -1502046.706213 + Penalty 3071.501417 = -1498975.204796
  nChanged 12
		SP:Iteration 147Q (15983.850000 sec): 3 clusters
  Score: Raw -1502048.486516 + Penalty 3071.501417 = -1498976.985098
  nChanged 16
		SP:Iteration 148Q (15983.870000 sec): 3 clusters
  Score: Raw -1502050.996266 + Penalty 3071.501417 = -1498979.494848
  nChanged 13
		SP:Iteration 149Q (15983.900000 sec): 3 clusters
  Score: Raw -1502053.416040 + Penalty 3071.501417 = -1498981.914622
  nChanged 12
		SP:Iteration 150Q (15983.930000 sec): 3 clusters
  Score: Raw -1502055.708912 + Penalty 3071.501417 = -1498984.207495
  nChanged 9
		SP:Iteration 151Q (15983.950000 sec): 3 clusters
  Score: Raw -1502056.988843 + Penalty 3071.501417 = -1498985.487426
  nChanged 6
		SP:Iteration 152Q (15983.980000 sec): 3 clusters
  Score: Raw -1502057.638350 + Penalty 3071.501417 = -1498986.136933
  nChanged 5
		SP:Iteration 153Q (15984.010000 sec): 3 clusters
  Score: Raw -1502058.310928 + Penalty 3071.501417 = -1498986.809511
  nChanged 6
		SP:Iteration 154Q (15984.030000 sec): 3 clusters
  Score: Raw -1502059.492225 + Penalty 3071.501417 = -1498987.990808
  nChanged 4
		SP:Iteration 155Q (15984.060000 sec): 3 clusters
  Score: Raw -1502060.069483 + Penalty 3071.501417 = -1498988.568065
  nChanged 3
		SP:Iteration 156Q (15984.090000 sec): 3 clusters
  Score: Raw -1502060.491000 + Penalty 3071.501417 = -1498988.989582
  nChanged 3
		SP:Iteration 157Q (15984.110000 sec): 3 clusters
  Score: Raw -1502060.917704 + Penalty 3071.501417 = -1498989.416286
  nChanged 2
		SP:Iteration 158Q (15984.140000 sec): 3 clusters
  Score: Raw -1502061.024408 + Penalty 3071.501417 = -1498989.522990
  nChanged 1
		SP:Iteration 159Q (15984.170000 sec): 3 clusters
  Score: Raw -1502061.103690 + Penalty 3071.501417 = -1498989.602273
  nChanged 1
		SP:Iteration 160F (15984.200000 sec): 3 clusters
  Score: Raw -1502061.340165 + Penalty 3071.501417 = -1498989.838748
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15984.220000 sec): 2 clusters
  Score: Raw -453279.070322 + Penalty 1350.881464 = -451928.188857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15984.230000 sec): 3 clusters
  Score: Raw -451293.985440 + Penalty 2701.762928 = -448592.222511
  nChanged 1546
		SP:Iteration 1F (15984.240000 sec): 3 clusters
  Score: Raw -452160.685864 + Penalty 2701.762928 = -449458.922936
  nChanged 286
		SP:Iteration 2F (15984.250000 sec): 3 clusters
  Score: Raw -452324.059110 + Penalty 2701.762928 = -449622.296182
  nChanged 209
		SP:Iteration 3F (15984.260000 sec): 3 clusters
  Score: Raw -452439.378120 + Penalty 2701.762928 = -449737.615192
  nChanged 189
		SP:Iteration 4Q (15984.270000 sec): 3 clusters
  Score: Raw -452551.675997 + Penalty 2701.762928 = -449849.913068
  nChanged 178
		SP:Iteration 5Q (15984.280000 sec): 3 clusters
  Score: Raw -452658.192821 + Penalty 2701.762928 = -449956.429893
  nChanged 168
		SP:Iteration 6Q (15984.290000 sec): 3 clusters
  Score: Raw -452757.200872 + Penalty 2701.762928 = -450055.437943
  nChanged 154
		SP:Iteration 7Q (15984.300000 sec): 3 clusters
  Score: Raw -452858.159562 + Penalty 2701.762928 = -450156.396633
  nChanged 148
		SP:Iteration 8Q (15984.310000 sec): 3 clusters
  Score: Raw -452952.063567 + Penalty 2701.762928 = -450250.300638
  nChanged 147
		SP:Iteration 9Q (15984.320000 sec): 3 clusters
  Score: Raw -453046.454352 + Penalty 2701.762928 = -450344.691423
  nChanged 127
		SP:Iteration 10Q (15984.330000 sec): 3 clusters
  Score: Raw -453129.688567 + Penalty 2701.762928 = -450427.925638
  nChanged 123
		SP:Iteration 11Q (15984.340000 sec): 3 clusters
  Score: Raw -453219.462424 + Penalty 2701.762928 = -450517.699495
  nChanged 117
		SP:Iteration 12Q (15984.350000 sec): 3 clusters
  Score: Raw -453305.313579 + Penalty 2701.762928 = -450603.550651
  nChanged 114
		SP:Iteration 13Q (15984.360000 sec): 3 clusters
  Score: Raw -453397.198530 + Penalty 2701.762928 = -450695.435601
  nChanged 100
		SP:Iteration 14Q (15984.370000 sec): 3 clusters
  Score: Raw -453475.279280 + Penalty 2701.762928 = -450773.516351
  nChanged 87
		SP:Iteration 15Q (15984.380000 sec): 3 clusters
  Score: Raw -453540.545496 + Penalty 2701.762928 = -450838.782567
  nChanged 66
		SP:Iteration 16Q (15984.390000 sec): 3 clusters
  Score: Raw -453585.359265 + Penalty 2701.762928 = -450883.596337
  nChanged 56
		SP:Iteration 17Q (15984.400000 sec): 3 clusters
  Score: Raw -453620.725585 + Penalty 2701.762928 = -450918.962656
  nChanged 39
		SP:Iteration 18Q (15984.410000 sec): 3 clusters
  Score: Raw -453643.249431 + Penalty 2701.762928 = -450941.486502
  nChanged 27
		SP:Iteration 19Q (15984.420000 sec): 3 clusters
  Score: Raw -453661.278641 + Penalty 2701.762928 = -450959.515712
  nChanged 20
		SP:Iteration 20F (15984.430000 sec): 3 clusters
  Score: Raw -453670.532293 + Penalty 2701.762928 = -450968.769365
  nChanged 11
		SP:Iteration 21Q (15984.440000 sec): 3 clusters
  Score: Raw -453675.573955 + Penalty 2701.762928 = -450973.811027
  nChanged 13
		SP:Iteration 22Q (15984.450000 sec): 3 clusters
  Score: Raw -453680.287596 + Penalty 2701.762928 = -450978.524668
  nChanged 5
		SP:Iteration 23Q (15984.460000 sec): 3 clusters
  Score: Raw -453683.588215 + Penalty 2701.762928 = -450981.825287
  nChanged 3
		SP:Iteration 24Q (15984.470000 sec): 3 clusters
  Score: Raw -453684.252429 + Penalty 2701.762928 = -450982.489500
  nChanged 0
		SP:Iteration 25F (15984.470000 sec): 3 clusters
  Score: Raw -453684.252429 + Penalty 2701.762928 = -450982.489500
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15984.490000 sec): 2 clusters
  Score: Raw -305510.693392 + Penalty 1290.633864 = -304220.059529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15984.490000 sec): 3 clusters
  Score: Raw -304192.061695 + Penalty 2581.267727 = -301610.793968
  nChanged 1066
		SP:Iteration 1F (15984.500000 sec): 3 clusters
  Score: Raw -304799.790739 + Penalty 2581.267727 = -302218.523012
  nChanged 213
		SP:Iteration 2F (15984.510000 sec): 3 clusters
  Score: Raw -304976.193364 + Penalty 2581.267727 = -302394.925637
  nChanged 174
		SP:Iteration 3F (15984.520000 sec): 3 clusters
  Score: Raw -305114.307025 + Penalty 2581.267727 = -302533.039298
  nChanged 139
		SP:Iteration 4Q (15984.520000 sec): 3 clusters
  Score: Raw -305239.891185 + Penalty 2581.267727 = -302658.623458
  nChanged 137
		SP:Iteration 5Q (15984.530000 sec): 3 clusters
  Score: Raw -305389.891869 + Penalty 2581.267727 = -302808.624142
  nChanged 146
		SP:Iteration 6F (15984.540000 sec): 3 clusters
  Score: Raw -305558.062600 + Penalty 2581.267727 = -302976.794872
  nChanged 145
		SP:Iteration 7F (15984.550000 sec): 3 clusters
  Score: Raw -305735.593738 + Penalty 2581.267727 = -303154.326010
  nChanged 138
		SP:Iteration 8Q (15984.550000 sec): 3 clusters
  Score: Raw -305924.159640 + Penalty 2581.267727 = -303342.891912
  nChanged 128
		SP:Iteration 9Q (15984.560000 sec): 3 clusters
  Score: Raw -306088.618053 + Penalty 2581.267727 = -303507.350325
  nChanged 108
		SP:Iteration 10Q (15984.570000 sec): 3 clusters
  Score: Raw -306249.716303 + Penalty 2581.267727 = -303668.448575
  nChanged 88
		SP:Iteration 11Q (15984.570000 sec): 3 clusters
  Score: Raw -306361.940849 + Penalty 2581.267727 = -303780.673122
  nChanged 79
		SP:Iteration 12Q (15984.580000 sec): 3 clusters
  Score: Raw -306474.304966 + Penalty 2581.267727 = -303893.037239
  nChanged 82
		SP:Iteration 13Q (15984.580000 sec): 3 clusters
  Score: Raw -306583.792766 + Penalty 2581.267727 = -304002.525038
  nChanged 53
		SP:Iteration 14Q (15984.590000 sec): 3 clusters
  Score: Raw -306623.368527 + Penalty 2581.267727 = -304042.100800
  nChanged 26
		SP:Iteration 15Q (15984.590000 sec): 3 clusters
  Score: Raw -306641.999628 + Penalty 2581.267727 = -304060.731901
  nChanged 16
		SP:Iteration 16Q (15984.600000 sec): 3 clusters
  Score: Raw -306651.792271 + Penalty 2581.267727 = -304070.524543
  nChanged 13
		SP:Iteration 17Q (15984.610000 sec): 3 clusters
  Score: Raw -306658.305815 + Penalty 2581.267727 = -304077.038087
  nChanged 2
		SP:Iteration 18Q (15984.610000 sec): 3 clusters
  Score: Raw -306658.911765 + Penalty 2581.267727 = -304077.644038
  nChanged 5
		SP:Iteration 19Q (15984.620000 sec): 3 clusters
  Score: Raw -306661.144280 + Penalty 2581.267727 = -304079.876552
  nChanged 2
		SP:Iteration 20F (15984.630000 sec): 3 clusters
  Score: Raw -306662.175266 + Penalty 2581.267727 = -304080.907539
  nChanged 2
		SP:Iteration 21Q (15984.630000 sec): 3 clusters
  Score: Raw -306662.670614 + Penalty 2581.267727 = -304081.402886
  nChanged 0
		SP:Iteration 22F (15984.640000 sec): 3 clusters
  Score: Raw -306662.670614 + Penalty 2581.267727 = -304081.402886
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15984.650000 sec): 2 clusters
  Score: Raw -192614.207823 + Penalty 1217.029464 = -191397.178359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15984.650000 sec): 3 clusters
  Score: Raw -191896.391100 + Penalty 2434.058927 = -189462.332173
  nChanged 614
		SP:Iteration 1F (15984.660000 sec): 3 clusters
  Score: Raw -192437.014932 + Penalty 2434.058927 = -190002.956005
  nChanged 159
		SP:Iteration 2F (15984.660000 sec): 3 clusters
  Score: Raw -192620.770798 + Penalty 2434.058927 = -190186.711870
  nChanged 117
		SP:Iteration 3F (15984.670000 sec): 3 clusters
  Score: Raw -192762.291751 + Penalty 2434.058927 = -190328.232824
  nChanged 95
		SP:Iteration 4F (15984.670000 sec): 3 clusters
  Score: Raw -192881.520825 + Penalty 2434.058927 = -190447.461898
  nChanged 70
		SP:Iteration 5Q (15984.670000 sec): 3 clusters
  Score: Raw -192948.884124 + Penalty 2434.058927 = -190514.825197
  nChanged 60
		SP:Iteration 6Q (15984.680000 sec): 3 clusters
  Score: Raw -192998.639722 + Penalty 2434.058927 = -190564.580795
  nChanged 43
		SP:Iteration 7Q (15984.680000 sec): 3 clusters
  Score: Raw -193036.358724 + Penalty 2434.058927 = -190602.299797
  nChanged 46
		SP:Iteration 8Q (15984.690000 sec): 3 clusters
  Score: Raw -193074.284784 + Penalty 2434.058927 = -190640.225857
  nChanged 37
		SP:Iteration 9Q (15984.690000 sec): 3 clusters
  Score: Raw -193101.527524 + Penalty 2434.058927 = -190667.468597
  nChanged 35
		SP:Iteration 10Q (15984.700000 sec): 3 clusters
  Score: Raw -193131.625253 + Penalty 2434.058927 = -190697.566326
  nChanged 29
		SP:Iteration 11Q (15984.700000 sec): 3 clusters
  Score: Raw -193157.462260 + Penalty 2434.058927 = -190723.403333
  nChanged 27
		SP:Iteration 12Q (15984.710000 sec): 3 clusters
  Score: Raw -193178.953416 + Penalty 2434.058927 = -190744.894489
  nChanged 25
		SP:Iteration 13Q (15984.710000 sec): 3 clusters
  Score: Raw -193195.850476 + Penalty 2434.058927 = -190761.791549
  nChanged 22
		SP:Iteration 14Q (15984.710000 sec): 3 clusters
  Score: Raw -193207.056018 + Penalty 2434.058927 = -190772.997090
  nChanged 12
		SP:Iteration 15Q (15984.720000 sec): 3 clusters
  Score: Raw -193215.028651 + Penalty 2434.058927 = -190780.969724
  nChanged 15
		SP:Iteration 16Q (15984.720000 sec): 3 clusters
  Score: Raw -193225.412623 + Penalty 2434.058927 = -190791.353696
  nChanged 11
		SP:Iteration 17Q (15984.730000 sec): 3 clusters
  Score: Raw -193232.025950 + Penalty 2434.058927 = -190797.967023
  nChanged 9
		SP:Iteration 18Q (15984.730000 sec): 3 clusters
  Score: Raw -193236.574482 + Penalty 2434.058927 = -190802.515555
  nChanged 15
		SP:Iteration 19Q (15984.730000 sec): 3 clusters
  Score: Raw -193244.945244 + Penalty 2434.058927 = -190810.886317
  nChanged 12
		SP:Iteration 20F (15984.740000 sec): 3 clusters
  Score: Raw -193252.775908 + Penalty 2434.058927 = -190818.716981
  nChanged 13
		SP:Iteration 21Q (15984.740000 sec): 3 clusters
  Score: Raw -193260.185150 + Penalty 2434.058927 = -190826.126223
  nChanged 6
		SP:Iteration 22Q (15984.750000 sec): 3 clusters
  Score: Raw -193264.311610 + Penalty 2434.058927 = -190830.252683
  nChanged 9
		SP:Iteration 23Q (15984.750000 sec): 3 clusters
  Score: Raw -193270.403788 + Penalty 2434.058927 = -190836.344861
  nChanged 7
		SP:Iteration 24Q (15984.750000 sec): 3 clusters
  Score: Raw -193273.767293 + Penalty 2434.058927 = -190839.708365
  nChanged 4
		SP:Iteration 25Q (15984.760000 sec): 3 clusters
  Score: Raw -193274.785808 + Penalty 2434.058927 = -190840.726881
  nChanged 2
		SP:Iteration 26Q (15984.760000 sec): 3 clusters
  Score: Raw -193275.219470 + Penalty 2434.058927 = -190841.160543
  nChanged 2
		SP:Iteration 27Q (15984.770000 sec): 3 clusters
  Score: Raw -193276.440274 + Penalty 2434.058927 = -190842.381347
  nChanged 2
		SP:Iteration 28Q (15984.770000 sec): 3 clusters
  Score: Raw -193277.499699 + Penalty 2434.058927 = -190843.440772
  nChanged 2
		SP:Iteration 29Q (15984.770000 sec): 3 clusters
  Score: Raw -193278.139736 + Penalty 2434.058927 = -190844.080809
  nChanged 1
		SP:Iteration 30Q (15984.780000 sec): 3 clusters
  Score: Raw -193278.640749 + Penalty 2434.058927 = -190844.581822
  nChanged 2
		SP:Iteration 31Q (15984.780000 sec): 3 clusters
  Score: Raw -193279.443295 + Penalty 2434.058927 = -190845.384368
  nChanged 3
		SP:Iteration 32Q (15984.790000 sec): 3 clusters
  Score: Raw -193280.189005 + Penalty 2434.058927 = -190846.130078
  nChanged 2
		SP:Iteration 33Q (15984.790000 sec): 3 clusters
  Score: Raw -193280.943392 + Penalty 2434.058927 = -190846.884465
  nChanged 1
		SP:Iteration 34Q (15984.790000 sec): 3 clusters
  Score: Raw -193281.708433 + Penalty 2434.058927 = -190847.649505
  nChanged 1
		SP:Iteration 35Q (15984.800000 sec): 3 clusters
  Score: Raw -193283.022777 + Penalty 2434.058927 = -190848.963850
  nChanged 3
		SP:Iteration 36Q (15984.800000 sec): 3 clusters
  Score: Raw -193284.061573 + Penalty 2434.058927 = -190850.002646
  nChanged 3
		SP:Iteration 37Q (15984.810000 sec): 3 clusters
  Score: Raw -193284.926554 + Penalty 2434.058927 = -190850.867627
  nChanged 2
		SP:Iteration 38Q (15984.810000 sec): 3 clusters
  Score: Raw -193286.208891 + Penalty 2434.058927 = -190852.149964
  nChanged 5
		SP:Iteration 39Q (15984.810000 sec): 3 clusters
  Score: Raw -193288.684483 + Penalty 2434.058927 = -190854.625556
  nChanged 6
		SP:Iteration 40F (15984.820000 sec): 3 clusters
  Score: Raw -193291.550264 + Penalty 2434.058927 = -190857.491336
  nChanged 6
		SP:Iteration 41Q (15984.820000 sec): 3 clusters
  Score: Raw -193294.411978 + Penalty 2434.058927 = -190860.353051
  nChanged 5
		SP:Iteration 42Q (15984.830000 sec): 3 clusters
  Score: Raw -193297.310765 + Penalty 2434.058927 = -190863.251837
  nChanged 3
		SP:Iteration 43Q (15984.830000 sec): 3 clusters
  Score: Raw -193300.081168 + Penalty 2434.058927 = -190866.022241
  nChanged 6
		SP:Iteration 44Q (15984.830000 sec): 3 clusters
  Score: Raw -193303.655574 + Penalty 2434.058927 = -190869.596647
  nChanged 5
		SP:Iteration 45Q (15984.840000 sec): 3 clusters
  Score: Raw -193306.420582 + Penalty 2434.058927 = -190872.361655
  nChanged 4
		SP:Iteration 46Q (15984.840000 sec): 3 clusters
  Score: Raw -193309.475582 + Penalty 2434.058927 = -190875.416655
  nChanged 5
		SP:Iteration 47Q (15984.850000 sec): 3 clusters
  Score: Raw -193311.492979 + Penalty 2434.058927 = -190877.434052
  nChanged 6
		SP:Iteration 48Q (15984.850000 sec): 3 clusters
  Score: Raw -193315.709897 + Penalty 2434.058927 = -190881.650970
  nChanged 5
		SP:Iteration 49Q (15984.850000 sec): 3 clusters
  Score: Raw -193319.513758 + Penalty 2434.058927 = -190885.454831
  nChanged 8
		SP:Iteration 50Q (15984.860000 sec): 3 clusters
  Score: Raw -193325.202925 + Penalty 2434.058927 = -190891.143998
  nChanged 9
		SP:Iteration 51Q (15984.860000 sec): 3 clusters
  Score: Raw -193331.706788 + Penalty 2434.058927 = -190897.647861
  nChanged 8
		SP:Iteration 52Q (15984.870000 sec): 3 clusters
  Score: Raw -193336.979647 + Penalty 2434.058927 = -190902.920720
  nChanged 7
		SP:Iteration 53Q (15984.870000 sec): 3 clusters
  Score: Raw -193342.214531 + Penalty 2434.058927 = -190908.155604
  nChanged 5
		SP:Iteration 54Q (15984.870000 sec): 3 clusters
  Score: Raw -193345.628028 + Penalty 2434.058927 = -190911.569101
  nChanged 4
		SP:Iteration 55Q (15984.880000 sec): 3 clusters
  Score: Raw -193347.713336 + Penalty 2434.058927 = -190913.654409
  nChanged 3
		SP:Iteration 56Q (15984.880000 sec): 3 clusters
  Score: Raw -193351.584285 + Penalty 2434.058927 = -190917.525358
  nChanged 2
		SP:Iteration 57Q (15984.890000 sec): 3 clusters
  Score: Raw -193353.368991 + Penalty 2434.058927 = -190919.310064
  nChanged 1
		SP:Iteration 58Q (15984.890000 sec): 3 clusters
  Score: Raw -193353.945212 + Penalty 2434.058927 = -190919.886285
  nChanged 4
		SP:Iteration 59Q (15984.890000 sec): 3 clusters
  Score: Raw -193355.808871 + Penalty 2434.058927 = -190921.749944
  nChanged 1
		SP:Iteration 60F (15984.900000 sec): 3 clusters
  Score: Raw -193356.855323 + Penalty 2434.058927 = -190922.796396
  nChanged 1
		SP:Iteration 61Q (15984.900000 sec): 3 clusters
  Score: Raw -193357.188325 + Penalty 2434.058927 = -190923.129398
  nChanged 1
		SP:Iteration 62Q (15984.910000 sec): 3 clusters
  Score: Raw -193357.725950 + Penalty 2434.058927 = -190923.667023
  nChanged 2
		SP:Iteration 63Q (15984.910000 sec): 3 clusters
  Score: Raw -193359.083343 + Penalty 2434.058927 = -190925.024416
  nChanged 2
		SP:Iteration 64Q (15984.910000 sec): 3 clusters
  Score: Raw -193360.963486 + Penalty 2434.058927 = -190926.904558
  nChanged 1
		SP:Iteration 65Q (15984.920000 sec): 3 clusters
  Score: Raw -193361.615120 + Penalty 2434.058927 = -190927.556193
  nChanged 0
		SP:Iteration 66F (15984.930000 sec): 3 clusters
  Score: Raw -193361.615120 + Penalty 2434.058927 = -190927.556193
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15984.970000 sec): 2 clusters
  Score: Raw -1430038.552893 + Penalty 1532.693950 = -1428505.858944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15985.000000 sec): 3 clusters
  Score: Raw -1422926.686485 + Penalty 3065.387899 = -1419861.298586
  nChanged 5436
		SP:Iteration 1F (15985.030000 sec): 3 clusters
  Score: Raw -1425844.264835 + Penalty 3065.387899 = -1422778.876935
  nChanged 747
		SP:Iteration 2F (15985.070000 sec): 3 clusters
  Score: Raw -1426194.967612 + Penalty 3065.387899 = -1423129.579713
  nChanged 733
		SP:Iteration 3F (15985.100000 sec): 3 clusters
  Score: Raw -1426579.751815 + Penalty 3065.387899 = -1423514.363916
  nChanged 748
		SP:Iteration 4F (15985.130000 sec): 3 clusters
  Score: Raw -1426993.803349 + Penalty 3065.387899 = -1423928.415450
  nChanged 750
		SP:Iteration 5F (15985.160000 sec): 3 clusters
  Score: Raw -1427459.557560 + Penalty 3065.387899 = -1424394.169661
  nChanged 749
		SP:Iteration 6F (15985.200000 sec): 3 clusters
  Score: Raw -1427952.706646 + Penalty 3065.387899 = -1424887.318746
  nChanged 706
		SP:Iteration 7F (15985.230000 sec): 3 clusters
  Score: Raw -1428498.260084 + Penalty 3065.387899 = -1425432.872184
  nChanged 661
		SP:Iteration 8F (15985.260000 sec): 3 clusters
  Score: Raw -1429074.982502 + Penalty 3065.387899 = -1426009.594602
  nChanged 582
		SP:Iteration 9Q (15985.290000 sec): 3 clusters
  Score: Raw -1429701.531493 + Penalty 3065.387899 = -1426636.143594
  nChanged 508
		SP:Iteration 10Q (15985.320000 sec): 3 clusters
  Score: Raw -1430322.094783 + Penalty 3065.387899 = -1427256.706883
  nChanged 389
		SP:Iteration 11Q (15985.350000 sec): 3 clusters
  Score: Raw -1430726.414617 + Penalty 3065.387899 = -1427661.026717
  nChanged 246
		SP:Iteration 12Q (15985.380000 sec): 3 clusters
  Score: Raw -1430920.741985 + Penalty 3065.387899 = -1427855.354086
  nChanged 136
		SP:Iteration 13Q (15985.410000 sec): 3 clusters
  Score: Raw -1431000.022886 + Penalty 3065.387899 = -1427934.634987
  nChanged 93
		SP:Iteration 14Q (15985.440000 sec): 3 clusters
  Score: Raw -1431042.989595 + Penalty 3065.387899 = -1427977.601696
  nChanged 63
		SP:Iteration 15Q (15985.460000 sec): 3 clusters
  Score: Raw -1431064.863825 + Penalty 3065.387899 = -1427999.475926
  nChanged 47
		SP:Iteration 16Q (15985.490000 sec): 3 clusters
  Score: Raw -1431079.232333 + Penalty 3065.387899 = -1428013.844434
  nChanged 28
		SP:Iteration 17Q (15985.510000 sec): 3 clusters
  Score: Raw -1431085.122218 + Penalty 3065.387899 = -1428019.734319
  nChanged 31
		SP:Iteration 18Q (15985.540000 sec): 3 clusters
  Score: Raw -1431091.281173 + Penalty 3065.387899 = -1428025.893274
  nChanged 18
		SP:Iteration 19Q (15985.570000 sec): 3 clusters
  Score: Raw -1431094.442897 + Penalty 3065.387899 = -1428029.054998
  nChanged 13
		SP:Iteration 20F (15985.600000 sec): 3 clusters
  Score: Raw -1431096.025125 + Penalty 3065.387899 = -1428030.637226
  nChanged 7
		SP:Iteration 21Q (15985.630000 sec): 3 clusters
  Score: Raw -1431097.185239 + Penalty 3065.387899 = -1428031.797340
  nChanged 9
		SP:Iteration 22Q (15985.650000 sec): 3 clusters
  Score: Raw -1431098.301583 + Penalty 3065.387899 = -1428032.913684
  nChanged 7
		SP:Iteration 23Q (15985.680000 sec): 3 clusters
  Score: Raw -1431099.377932 + Penalty 3065.387899 = -1428033.990032
  nChanged 4
		SP:Iteration 24Q (15985.700000 sec): 3 clusters
  Score: Raw -1431099.914874 + Penalty 3065.387899 = -1428034.526975
  nChanged 5
		SP:Iteration 25Q (15985.730000 sec): 3 clusters
  Score: Raw -1431100.548812 + Penalty 3065.387899 = -1428035.160913
  nChanged 1
		SP:Iteration 26Q (15985.750000 sec): 3 clusters
  Score: Raw -1431100.770122 + Penalty 3065.387899 = -1428035.382222
  nChanged 2
		SP:Iteration 27Q (15985.780000 sec): 3 clusters
  Score: Raw -1431101.048852 + Penalty 3065.387899 = -1428035.660952
  nChanged 2
		SP:Iteration 28Q (15985.810000 sec): 3 clusters
  Score: Raw -1431101.123557 + Penalty 3065.387899 = -1428035.735658
  nChanged 0
		SP:Iteration 29F (15985.840000 sec): 3 clusters
  Score: Raw -1431101.123557 + Penalty 3065.387899 = -1428035.735658
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15985.850000 sec): 2 clusters
  Score: Raw -377603.829359 + Penalty 1314.590741 = -376289.238618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15985.860000 sec): 3 clusters
  Score: Raw -376060.737729 + Penalty 2629.181482 = -373431.556247
  nChanged 1237
		SP:Iteration 1F (15985.870000 sec): 3 clusters
  Score: Raw -376768.108335 + Penalty 2629.181482 = -374138.926853
  nChanged 247
		SP:Iteration 2F (15985.880000 sec): 3 clusters
  Score: Raw -376929.454497 + Penalty 2629.181482 = -374300.273015
  nChanged 193
		SP:Iteration 3F (15985.890000 sec): 3 clusters
  Score: Raw -377067.473586 + Penalty 2629.181482 = -374438.292104
  nChanged 161
		SP:Iteration 4Q (15985.890000 sec): 3 clusters
  Score: Raw -377162.609044 + Penalty 2629.181482 = -374533.427562
  nChanged 105
		SP:Iteration 5Q (15985.900000 sec): 3 clusters
  Score: Raw -377218.448103 + Penalty 2629.181482 = -374589.266621
  nChanged 91
		SP:Iteration 6Q (15985.910000 sec): 3 clusters
  Score: Raw -377272.474340 + Penalty 2629.181482 = -374643.292857
  nChanged 99
		SP:Iteration 7Q (15985.920000 sec): 3 clusters
  Score: Raw -377340.037210 + Penalty 2629.181482 = -374710.855728
  nChanged 93
		SP:Iteration 8Q (15985.930000 sec): 3 clusters
  Score: Raw -377401.969137 + Penalty 2629.181482 = -374772.787655
  nChanged 84
		SP:Iteration 9Q (15985.930000 sec): 3 clusters
  Score: Raw -377448.404872 + Penalty 2629.181482 = -374819.223390
  nChanged 73
		SP:Iteration 10Q (15985.940000 sec): 3 clusters
  Score: Raw -377491.442545 + Penalty 2629.181482 = -374862.261063
  nChanged 73
		SP:Iteration 11Q (15985.950000 sec): 3 clusters
  Score: Raw -377536.632616 + Penalty 2629.181482 = -374907.451134
  nChanged 72
		SP:Iteration 12Q (15985.960000 sec): 3 clusters
  Score: Raw -377588.045100 + Penalty 2629.181482 = -374958.863617
  nChanged 80
		SP:Iteration 13Q (15985.970000 sec): 3 clusters
  Score: Raw -377654.442421 + Penalty 2629.181482 = -375025.260939
  nChanged 72
		SP:Iteration 14Q (15985.970000 sec): 3 clusters
  Score: Raw -377713.513516 + Penalty 2629.181482 = -375084.332033
  nChanged 82
		SP:Iteration 15Q (15985.980000 sec): 3 clusters
  Score: Raw -377775.140912 + Penalty 2629.181482 = -375145.959430
  nChanged 73
		SP:Iteration 16Q (15985.990000 sec): 3 clusters
  Score: Raw -377823.692994 + Penalty 2629.181482 = -375194.511512
  nChanged 62
		SP:Iteration 17Q (15986.000000 sec): 3 clusters
  Score: Raw -377861.858530 + Penalty 2629.181482 = -375232.677048
  nChanged 48
		SP:Iteration 18Q (15986.010000 sec): 3 clusters
  Score: Raw -377896.163659 + Penalty 2629.181482 = -375266.982177
  nChanged 58
		SP:Iteration 19Q (15986.010000 sec): 3 clusters
  Score: Raw -377930.477030 + Penalty 2629.181482 = -375301.295548
  nChanged 38
		SP:Iteration 20F (15986.020000 sec): 3 clusters
  Score: Raw -377948.959964 + Penalty 2629.181482 = -375319.778481
  nChanged 25
		SP:Iteration 21Q (15986.030000 sec): 3 clusters
  Score: Raw -377958.964605 + Penalty 2629.181482 = -375329.783123
  nChanged 16
		SP:Iteration 22Q (15986.040000 sec): 3 clusters
  Score: Raw -377964.730921 + Penalty 2629.181482 = -375335.549439
  nChanged 19
		SP:Iteration 23Q (15986.050000 sec): 3 clusters
  Score: Raw -377969.758017 + Penalty 2629.181482 = -375340.576535
  nChanged 11
		SP:Iteration 24Q (15986.050000 sec): 3 clusters
  Score: Raw -377973.141108 + Penalty 2629.181482 = -375343.959626
  nChanged 10
		SP:Iteration 25Q (15986.060000 sec): 3 clusters
  Score: Raw -377975.370446 + Penalty 2629.181482 = -375346.188964
  nChanged 9
		SP:Iteration 26Q (15986.070000 sec): 3 clusters
  Score: Raw -377978.071236 + Penalty 2629.181482 = -375348.889754
  nChanged 6
		SP:Iteration 27Q (15986.070000 sec): 3 clusters
  Score: Raw -377981.830568 + Penalty 2629.181482 = -375352.649085
  nChanged 11
		SP:Iteration 28Q (15986.080000 sec): 3 clusters
  Score: Raw -377984.746007 + Penalty 2629.181482 = -375355.564525
  nChanged 10
		SP:Iteration 29Q (15986.090000 sec): 3 clusters
  Score: Raw -377988.013041 + Penalty 2629.181482 = -375358.831559
  nChanged 8
		SP:Iteration 30Q (15986.090000 sec): 3 clusters
  Score: Raw -377990.380559 + Penalty 2629.181482 = -375361.199077
  nChanged 8
		SP:Iteration 31Q (15986.100000 sec): 3 clusters
  Score: Raw -377992.581786 + Penalty 2629.181482 = -375363.400304
  nChanged 6
		SP:Iteration 32Q (15986.110000 sec): 3 clusters
  Score: Raw -377993.966688 + Penalty 2629.181482 = -375364.785206
  nChanged 7
		SP:Iteration 33Q (15986.120000 sec): 3 clusters
  Score: Raw -377995.446108 + Penalty 2629.181482 = -375366.264626
  nChanged 2
		SP:Iteration 34Q (15986.130000 sec): 3 clusters
  Score: Raw -377995.837022 + Penalty 2629.181482 = -375366.655540
  nChanged 1
		SP:Iteration 35Q (15986.130000 sec): 3 clusters
  Score: Raw -377996.531202 + Penalty 2629.181482 = -375367.349720
  nChanged 2
		SP:Iteration 36Q (15986.140000 sec): 3 clusters
  Score: Raw -377997.944718 + Penalty 2629.181482 = -375368.763235
  nChanged 4
		SP:Iteration 37Q (15986.150000 sec): 3 clusters
  Score: Raw -377999.657166 + Penalty 2629.181482 = -375370.475684
  nChanged 7
		SP:Iteration 38Q (15986.150000 sec): 3 clusters
  Score: Raw -378001.219347 + Penalty 2629.181482 = -375372.037865
  nChanged 1
		SP:Iteration 39Q (15986.160000 sec): 3 clusters
  Score: Raw -378001.328554 + Penalty 2629.181482 = -375372.147072
  nChanged 1
		SP:Iteration 40F (15986.170000 sec): 3 clusters
  Score: Raw -378001.784445 + Penalty 2629.181482 = -375372.602963
  nChanged 3
		SP:Iteration 41Q (15986.180000 sec): 3 clusters
  Score: Raw -378002.551066 + Penalty 2629.181482 = -375373.369584
  nChanged 1
		SP:Iteration 42Q (15986.190000 sec): 3 clusters
  Score: Raw -378002.710882 + Penalty 2629.181482 = -375373.529400
  nChanged 0
		SP:Iteration 43F (15986.190000 sec): 3 clusters
  Score: Raw -378002.710882 + Penalty 2629.181482 = -375373.529400
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15986.200000 sec): 2 clusters
  Score: Raw -26935.025560 + Penalty 912.725303 = -26022.300257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15986.200000 sec): 3 clusters
  Score: Raw -27020.866790 + Penalty 1825.450607 = -25195.416183
  nChanged 59
		SP:Iteration 1F (15986.200000 sec): 3 clusters
  Score: Raw -27169.282631 + Penalty 1825.450607 = -25343.832025
  nChanged 15
		SP:Iteration 2F (15986.200000 sec): 3 clusters
  Score: Raw -27213.453591 + Penalty 1825.450607 = -25388.002984
  nChanged 9
		SP:Iteration 3Q (15986.200000 sec): 3 clusters
  Score: Raw -27247.881953 + Penalty 1825.450607 = -25422.431347
  nChanged 8
		SP:Iteration 4Q (15986.200000 sec): 3 clusters
  Score: Raw -27275.207831 + Penalty 1825.450607 = -25449.757224
  nChanged 2
		SP:Iteration 5Q (15986.200000 sec): 3 clusters
  Score: Raw -27290.986451 + Penalty 1825.450607 = -25465.535844
  nChanged 0
		SP:Iteration 6F (15986.200000 sec): 3 clusters
  Score: Raw -27290.986451 + Penalty 1825.450607 = -25465.535844
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15986.260000 sec): 2 clusters
  Score: Raw -1999798.406958 + Penalty 1588.285076 = -1998210.121882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15986.300000 sec): 3 clusters
  Score: Raw -1989376.720014 + Penalty 3176.570152 = -1986200.149862
  nChanged 7838
		SP:Iteration 1F (15986.350000 sec): 3 clusters
  Score: Raw -1993637.485679 + Penalty 3176.570152 = -1990460.915527
  nChanged 963
		SP:Iteration 2F (15986.390000 sec): 3 clusters
  Score: Raw -1994045.074256 + Penalty 3176.570152 = -1990868.504104
  nChanged 897
		SP:Iteration 3F (15986.440000 sec): 3 clusters
  Score: Raw -1994419.420829 + Penalty 3176.570152 = -1991242.850678
  nChanged 829
		SP:Iteration 4Q (15986.480000 sec): 3 clusters
  Score: Raw -1994761.061174 + Penalty 3176.570152 = -1991584.491022
  nChanged 778
		SP:Iteration 5Q (15986.530000 sec): 3 clusters
  Score: Raw -1995069.791620 + Penalty 3176.570152 = -1991893.221468
  nChanged 773
		SP:Iteration 6Q (15986.570000 sec): 3 clusters
  Score: Raw -1995377.282689 + Penalty 3176.570152 = -1992200.712537
  nChanged 703
		SP:Iteration 7Q (15986.620000 sec): 3 clusters
  Score: Raw -1995632.605495 + Penalty 3176.570152 = -1992456.035343
  nChanged 640
		SP:Iteration 8Q (15986.670000 sec): 3 clusters
  Score: Raw -1995860.678849 + Penalty 3176.570152 = -1992684.108698
  nChanged 588
		SP:Iteration 9Q (15986.710000 sec): 3 clusters
  Score: Raw -1996079.767208 + Penalty 3176.570152 = -1992903.197056
  nChanged 590
		SP:Iteration 10Q (15986.760000 sec): 3 clusters
  Score: Raw -1996299.411389 + Penalty 3176.570152 = -1993122.841237
  nChanged 567
		SP:Iteration 11Q (15986.800000 sec): 3 clusters
  Score: Raw -1996512.577783 + Penalty 3176.570152 = -1993336.007631
  nChanged 573
		SP:Iteration 12Q (15986.850000 sec): 3 clusters
  Score: Raw -1996727.631784 + Penalty 3176.570152 = -1993551.061632
  nChanged 536
		SP:Iteration 13Q (15986.890000 sec): 3 clusters
  Score: Raw -1996908.528295 + Penalty 3176.570152 = -1993731.958144
  nChanged 473
		SP:Iteration 14Q (15986.940000 sec): 3 clusters
  Score: Raw -1997056.933125 + Penalty 3176.570152 = -1993880.362973
  nChanged 431
		SP:Iteration 15Q (15986.990000 sec): 3 clusters
  Score: Raw -1997193.420501 + Penalty 3176.570152 = -1994016.850350
  nChanged 415
		SP:Iteration 16Q (15987.030000 sec): 3 clusters
  Score: Raw -1997324.515165 + Penalty 3176.570152 = -1994147.945013
  nChanged 419
		SP:Iteration 17Q (15987.070000 sec): 3 clusters
  Score: Raw -1997460.911944 + Penalty 3176.570152 = -1994284.341793
  nChanged 384
		SP:Iteration 18Q (15987.120000 sec): 3 clusters
  Score: Raw -1997587.641708 + Penalty 3176.570152 = -1994411.071556
  nChanged 401
		SP:Iteration 19Q (15987.170000 sec): 3 clusters
  Score: Raw -1997734.714233 + Penalty 3176.570152 = -1994558.144081
  nChanged 401
		SP:Iteration 20F (15987.210000 sec): 3 clusters
  Score: Raw -1997889.989302 + Penalty 3176.570152 = -1994713.419151
  nChanged 402
		SP:Iteration 21Q (15987.260000 sec): 3 clusters
  Score: Raw -1998065.115128 + Penalty 3176.570152 = -1994888.544976
  nChanged 416
		SP:Iteration 22Q (15987.310000 sec): 3 clusters
  Score: Raw -1998257.980253 + Penalty 3176.570152 = -1995081.410101
  nChanged 422
		SP:Iteration 23Q (15987.350000 sec): 3 clusters
  Score: Raw -1998486.733349 + Penalty 3176.570152 = -1995310.163198
  nChanged 453
		SP:Iteration 24Q (15987.400000 sec): 3 clusters
  Score: Raw -1998765.243446 + Penalty 3176.570152 = -1995588.673294
  nChanged 424
		SP:Iteration 25Q (15987.440000 sec): 3 clusters
  Score: Raw -1999072.418777 + Penalty 3176.570152 = -1995895.848625
  nChanged 426
		SP:Iteration 26Q (15987.490000 sec): 3 clusters
  Score: Raw -1999442.003209 + Penalty 3176.570152 = -1996265.433057
  nChanged 370
		SP:Iteration 27Q (15987.530000 sec): 3 clusters
  Score: Raw -1999818.417612 + Penalty 3176.570152 = -1996641.847461
  nChanged 315
		SP:Iteration 28Q (15987.580000 sec): 3 clusters
  Score: Raw -2000114.214913 + Penalty 3176.570152 = -1996937.644761
  nChanged 244
		SP:Iteration 29Q (15987.620000 sec): 3 clusters
  Score: Raw -2000310.204696 + Penalty 3176.570152 = -1997133.634545
  nChanged 179
		SP:Iteration 30Q (15987.660000 sec): 3 clusters
  Score: Raw -2000454.915363 + Penalty 3176.570152 = -1997278.345212
  nChanged 124
		SP:Iteration 31Q (15987.690000 sec): 3 clusters
  Score: Raw -2000531.786494 + Penalty 3176.570152 = -1997355.216343
  nChanged 80
		SP:Iteration 32Q (15987.730000 sec): 3 clusters
  Score: Raw -2000570.624816 + Penalty 3176.570152 = -1997394.054665
  nChanged 71
		SP:Iteration 33Q (15987.770000 sec): 3 clusters
  Score: Raw -2000605.580701 + Penalty 3176.570152 = -1997429.010549
  nChanged 54
		SP:Iteration 34Q (15987.810000 sec): 3 clusters
  Score: Raw -2000632.872550 + Penalty 3176.570152 = -1997456.302398
  nChanged 53
		SP:Iteration 35Q (15987.840000 sec): 3 clusters
  Score: Raw -2000654.312677 + Penalty 3176.570152 = -1997477.742526
  nChanged 33
		SP:Iteration 36Q (15987.880000 sec): 3 clusters
  Score: Raw -2000665.102633 + Penalty 3176.570152 = -1997488.532481
  nChanged 24
		SP:Iteration 37Q (15987.910000 sec): 3 clusters
  Score: Raw -2000671.775688 + Penalty 3176.570152 = -1997495.205536
  nChanged 16
		SP:Iteration 38Q (15987.950000 sec): 3 clusters
  Score: Raw -2000676.183202 + Penalty 3176.570152 = -1997499.613050
  nChanged 15
		SP:Iteration 39Q (15987.990000 sec): 3 clusters
  Score: Raw -2000679.885247 + Penalty 3176.570152 = -1997503.315095
  nChanged 12
		SP:Iteration 40F (15988.030000 sec): 3 clusters
  Score: Raw -2000682.929151 + Penalty 3176.570152 = -1997506.359000
  nChanged 8
		SP:Iteration 41Q (15988.070000 sec): 3 clusters
  Score: Raw -2000684.238581 + Penalty 3176.570152 = -1997507.668429
  nChanged 5
		SP:Iteration 42Q (15988.100000 sec): 3 clusters
  Score: Raw -2000685.451823 + Penalty 3176.570152 = -1997508.881672
  nChanged 3
		SP:Iteration 43Q (15988.140000 sec): 3 clusters
  Score: Raw -2000685.664763 + Penalty 3176.570152 = -1997509.094611
  nChanged 0
		SP:Iteration 44F (15988.190000 sec): 3 clusters
  Score: Raw -2000685.664763 + Penalty 3176.570152 = -1997509.094611
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (7975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15988.210000 sec): 2 clusters
  Score: Raw -879391.121377 + Penalty 1459.910876 = -877931.210501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15988.240000 sec): 3 clusters
  Score: Raw -875075.163315 + Penalty 2919.821751 = -872155.341564
  nChanged 3403
		SP:Iteration 1F (15988.260000 sec): 3 clusters
  Score: Raw -877149.767274 + Penalty 2919.821751 = -874229.945522
  nChanged 593
		SP:Iteration 2F (15988.280000 sec): 3 clusters
  Score: Raw -877502.808186 + Penalty 2919.821751 = -874582.986435
  nChanged 489
		SP:Iteration 3F (15988.300000 sec): 3 clusters
  Score: Raw -877762.694700 + Penalty 2919.821751 = -874842.872949
  nChanged 381
		SP:Iteration 4Q (15988.320000 sec): 3 clusters
  Score: Raw -877943.530456 + Penalty 2919.821751 = -875023.708704
  nChanged 334
		SP:Iteration 5Q (15988.340000 sec): 3 clusters
  Score: Raw -878126.305491 + Penalty 2919.821751 = -875206.483740
  nChanged 322
		SP:Iteration 6Q (15988.360000 sec): 3 clusters
  Score: Raw -878317.977904 + Penalty 2919.821751 = -875398.156152
  nChanged 324
		SP:Iteration 7Q (15988.380000 sec): 3 clusters
  Score: Raw -878507.311156 + Penalty 2919.821751 = -875587.489404
  nChanged 300
		SP:Iteration 8Q (15988.400000 sec): 3 clusters
  Score: Raw -878729.535580 + Penalty 2919.821751 = -875809.713828
  nChanged 313
		SP:Iteration 9Q (15988.420000 sec): 3 clusters
  Score: Raw -878967.974840 + Penalty 2919.821751 = -876048.153088
  nChanged 276
		SP:Iteration 10Q (15988.430000 sec): 3 clusters
  Score: Raw -879160.427016 + Penalty 2919.821751 = -876240.605265
  nChanged 266
		SP:Iteration 11Q (15988.450000 sec): 3 clusters
  Score: Raw -879324.645410 + Penalty 2919.821751 = -876404.823659
  nChanged 201
		SP:Iteration 12Q (15988.470000 sec): 3 clusters
  Score: Raw -879429.835942 + Penalty 2919.821751 = -876510.014191
  nChanged 162
		SP:Iteration 13Q (15988.490000 sec): 3 clusters
  Score: Raw -879498.165151 + Penalty 2919.821751 = -876578.343399
  nChanged 135
		SP:Iteration 14Q (15988.510000 sec): 3 clusters
  Score: Raw -879556.482816 + Penalty 2919.821751 = -876636.661065
  nChanged 141
		SP:Iteration 15Q (15988.530000 sec): 3 clusters
  Score: Raw -879613.842288 + Penalty 2919.821751 = -876694.020536
  nChanged 92
		SP:Iteration 16Q (15988.540000 sec): 3 clusters
  Score: Raw -879645.826227 + Penalty 2919.821751 = -876726.004476
  nChanged 79
		SP:Iteration 17Q (15988.560000 sec): 3 clusters
  Score: Raw -879669.980238 + Penalty 2919.821751 = -876750.158486
  nChanged 77
		SP:Iteration 18Q (15988.580000 sec): 3 clusters
  Score: Raw -879693.509436 + Penalty 2919.821751 = -876773.687685
  nChanged 56
		SP:Iteration 19Q (15988.600000 sec): 3 clusters
  Score: Raw -879706.756933 + Penalty 2919.821751 = -876786.935182
  nChanged 46
		SP:Iteration 20F (15988.620000 sec): 3 clusters
  Score: Raw -879717.735715 + Penalty 2919.821751 = -876797.913964
  nChanged 38
		SP:Iteration 21Q (15988.640000 sec): 3 clusters
  Score: Raw -879725.237320 + Penalty 2919.821751 = -876805.415569
  nChanged 30
		SP:Iteration 22Q (15988.650000 sec): 3 clusters
  Score: Raw -879730.952452 + Penalty 2919.821751 = -876811.130700
  nChanged 15
		SP:Iteration 23Q (15988.670000 sec): 3 clusters
  Score: Raw -879733.597233 + Penalty 2919.821751 = -876813.775482
  nChanged 11
		SP:Iteration 24Q (15988.690000 sec): 3 clusters
  Score: Raw -879735.254860 + Penalty 2919.821751 = -876815.433109
  nChanged 11
		SP:Iteration 25Q (15988.710000 sec): 3 clusters
  Score: Raw -879736.591598 + Penalty 2919.821751 = -876816.769846
  nChanged 5
		SP:Iteration 26Q (15988.730000 sec): 3 clusters
  Score: Raw -879737.124636 + Penalty 2919.821751 = -876817.302884
  nChanged 5
		SP:Iteration 27Q (15988.750000 sec): 3 clusters
  Score: Raw -879737.463155 + Penalty 2919.821751 = -876817.641404
  nChanged 3
		SP:Iteration 28Q (15988.760000 sec): 3 clusters
  Score: Raw -879737.892723 + Penalty 2919.821751 = -876818.070972
  nChanged 1
		SP:Iteration 29Q (15988.780000 sec): 3 clusters
  Score: Raw -879737.990172 + Penalty 2919.821751 = -876818.168421
  nChanged 0
		SP:Iteration 30F (15988.800000 sec): 3 clusters
  Score: Raw -879737.990172 + Penalty 2919.821751 = -876818.168421
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15988.820000 sec): 2 clusters
  Score: Raw -384804.807649 + Penalty 1330.164695 = -383474.642954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15988.830000 sec): 3 clusters
  Score: Raw -383061.552000 + Penalty 2660.329390 = -380401.222610
  nChanged 1365
		SP:Iteration 1F (15988.830000 sec): 3 clusters
  Score: Raw -383935.733833 + Penalty 2660.329390 = -381275.404443
  nChanged 307
		SP:Iteration 2F (15988.850000 sec): 3 clusters
  Score: Raw -384182.866904 + Penalty 2660.329390 = -381522.537515
  nChanged 268
		SP:Iteration 3F (15988.850000 sec): 3 clusters
  Score: Raw -384421.595700 + Penalty 2660.329390 = -381761.266310
  nChanged 232
		SP:Iteration 4F (15988.860000 sec): 3 clusters
  Score: Raw -384656.327089 + Penalty 2660.329390 = -381995.997699
  nChanged 209
		SP:Iteration 5F (15988.870000 sec): 3 clusters
  Score: Raw -384875.389240 + Penalty 2660.329390 = -382215.059851
  nChanged 180
		SP:Iteration 6F (15988.880000 sec): 3 clusters
  Score: Raw -385054.909329 + Penalty 2660.329390 = -382394.579939
  nChanged 132
		SP:Iteration 7Q (15988.890000 sec): 3 clusters
  Score: Raw -385201.122759 + Penalty 2660.329390 = -382540.793369
  nChanged 106
		SP:Iteration 8Q (15988.900000 sec): 3 clusters
  Score: Raw -385312.331452 + Penalty 2660.329390 = -382652.002063
  nChanged 86
		SP:Iteration 9Q (15988.910000 sec): 3 clusters
  Score: Raw -385387.062720 + Penalty 2660.329390 = -382726.733330
  nChanged 70
		SP:Iteration 10Q (15988.910000 sec): 3 clusters
  Score: Raw -385444.490598 + Penalty 2660.329390 = -382784.161208
  nChanged 63
		SP:Iteration 11Q (15988.920000 sec): 3 clusters
  Score: Raw -385502.151665 + Penalty 2660.329390 = -382841.822275
  nChanged 54
		SP:Iteration 12Q (15988.930000 sec): 3 clusters
  Score: Raw -385538.920721 + Penalty 2660.329390 = -382878.591331
  nChanged 36
		SP:Iteration 13Q (15988.940000 sec): 3 clusters
  Score: Raw -385558.222596 + Penalty 2660.329390 = -382897.893207
  nChanged 24
		SP:Iteration 14Q (15988.950000 sec): 3 clusters
  Score: Raw -385568.841020 + Penalty 2660.329390 = -382908.511630
  nChanged 23
		SP:Iteration 15Q (15988.950000 sec): 3 clusters
  Score: Raw -385579.099410 + Penalty 2660.329390 = -382918.770020
  nChanged 15
		SP:Iteration 16Q (15988.960000 sec): 3 clusters
  Score: Raw -385585.399341 + Penalty 2660.329390 = -382925.069952
  nChanged 19
		SP:Iteration 17Q (15988.970000 sec): 3 clusters
  Score: Raw -385596.023991 + Penalty 2660.329390 = -382935.694601
  nChanged 12
		SP:Iteration 18Q (15988.980000 sec): 3 clusters
  Score: Raw -385602.949372 + Penalty 2660.329390 = -382942.619982
  nChanged 13
		SP:Iteration 19Q (15988.990000 sec): 3 clusters
  Score: Raw -385610.375545 + Penalty 2660.329390 = -382950.046155
  nChanged 17
		SP:Iteration 20F (15988.990000 sec): 3 clusters
  Score: Raw -385621.682568 + Penalty 2660.329390 = -382961.353178
  nChanged 22
		SP:Iteration 21Q (15989.000000 sec): 3 clusters
  Score: Raw -385634.028100 + Penalty 2660.329390 = -382973.698710
  nChanged 16
		SP:Iteration 22Q (15989.010000 sec): 3 clusters
  Score: Raw -385640.555850 + Penalty 2660.329390 = -382980.226460
  nChanged 6
		SP:Iteration 23Q (15989.020000 sec): 3 clusters
  Score: Raw -385642.991565 + Penalty 2660.329390 = -382982.662175
  nChanged 5
		SP:Iteration 24Q (15989.030000 sec): 3 clusters
  Score: Raw -385644.713903 + Penalty 2660.329390 = -382984.384513
  nChanged 5
		SP:Iteration 25Q (15989.030000 sec): 3 clusters
  Score: Raw -385646.506021 + Penalty 2660.329390 = -382986.176631
  nChanged 7
		SP:Iteration 26Q (15989.040000 sec): 3 clusters
  Score: Raw -385648.723913 + Penalty 2660.329390 = -382988.394524
  nChanged 3
		SP:Iteration 27Q (15989.050000 sec): 3 clusters
  Score: Raw -385649.291258 + Penalty 2660.329390 = -382988.961868
  nChanged 2
		SP:Iteration 28Q (15989.060000 sec): 3 clusters
  Score: Raw -385649.677022 + Penalty 2660.329390 = -382989.347633
  nChanged 2
		SP:Iteration 29Q (15989.070000 sec): 3 clusters
  Score: Raw -385650.363289 + Penalty 2660.329390 = -382990.033900
  nChanged 3
		SP:Iteration 30Q (15989.070000 sec): 3 clusters
  Score: Raw -385650.990893 + Penalty 2660.329390 = -382990.661503
  nChanged 2
		SP:Iteration 31Q (15989.080000 sec): 3 clusters
  Score: Raw -385652.234238 + Penalty 2660.329390 = -382991.904848
  nChanged 6
		SP:Iteration 32Q (15989.090000 sec): 3 clusters
  Score: Raw -385654.152747 + Penalty 2660.329390 = -382993.823357
  nChanged 7
		SP:Iteration 33Q (15989.090000 sec): 3 clusters
  Score: Raw -385656.193257 + Penalty 2660.329390 = -382995.863868
  nChanged 6
		SP:Iteration 34Q (15989.100000 sec): 3 clusters
  Score: Raw -385657.888767 + Penalty 2660.329390 = -382997.559377
  nChanged 4
		SP:Iteration 35Q (15989.110000 sec): 3 clusters
  Score: Raw -385659.126579 + Penalty 2660.329390 = -382998.797189
  nChanged 5
		SP:Iteration 36Q (15989.120000 sec): 3 clusters
  Score: Raw -385662.362045 + Penalty 2660.329390 = -383002.032656
  nChanged 7
		SP:Iteration 37Q (15989.130000 sec): 3 clusters
  Score: Raw -385665.620784 + Penalty 2660.329390 = -383005.291395
  nChanged 3
		SP:Iteration 38Q (15989.130000 sec): 3 clusters
  Score: Raw -385666.337061 + Penalty 2660.329390 = -383006.007671
  nChanged 2
		SP:Iteration 39Q (15989.140000 sec): 3 clusters
  Score: Raw -385666.805927 + Penalty 2660.329390 = -383006.476537
  nChanged 0
		SP:Iteration 40F (15989.150000 sec): 3 clusters
  Score: Raw -385666.805927 + Penalty 2660.329390 = -383006.476537
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15989.160000 sec): 2 clusters
  Score: Raw -161398.434314 + Penalty 1187.202255 = -160211.232059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15989.160000 sec): 3 clusters
  Score: Raw -160819.659655 + Penalty 2374.404511 = -158445.255144
  nChanged 506
		SP:Iteration 1F (15989.170000 sec): 3 clusters
  Score: Raw -161184.867215 + Penalty 2374.404511 = -158810.462704
  nChanged 115
		SP:Iteration 2F (15989.170000 sec): 3 clusters
  Score: Raw -161285.016429 + Penalty 2374.404511 = -158910.611919
  nChanged 67
		SP:Iteration 3Q (15989.170000 sec): 3 clusters
  Score: Raw -161347.691152 + Penalty 2374.404511 = -158973.286641
  nChanged 58
		SP:Iteration 4Q (15989.180000 sec): 3 clusters
  Score: Raw -161392.803753 + Penalty 2374.404511 = -159018.399242
  nChanged 42
		SP:Iteration 5Q (15989.180000 sec): 3 clusters
  Score: Raw -161430.970877 + Penalty 2374.404511 = -159056.566367
  nChanged 40
		SP:Iteration 6Q (15989.190000 sec): 3 clusters
  Score: Raw -161454.606730 + Penalty 2374.404511 = -159080.202220
  nChanged 28
		SP:Iteration 7Q (15989.190000 sec): 3 clusters
  Score: Raw -161478.825057 + Penalty 2374.404511 = -159104.420547
  nChanged 33
		SP:Iteration 8Q (15989.190000 sec): 3 clusters
  Score: Raw -161504.273246 + Penalty 2374.404511 = -159129.868735
  nChanged 27
		SP:Iteration 9Q (15989.200000 sec): 3 clusters
  Score: Raw -161527.637498 + Penalty 2374.404511 = -159153.232988
  nChanged 26
		SP:Iteration 10Q (15989.200000 sec): 3 clusters
  Score: Raw -161550.719292 + Penalty 2374.404511 = -159176.314782
  nChanged 21
		SP:Iteration 11Q (15989.200000 sec): 3 clusters
  Score: Raw -161571.433606 + Penalty 2374.404511 = -159197.029096
  nChanged 29
		SP:Iteration 12Q (15989.210000 sec): 3 clusters
  Score: Raw -161593.899913 + Penalty 2374.404511 = -159219.495402
  nChanged 20
		SP:Iteration 13Q (15989.210000 sec): 3 clusters
  Score: Raw -161610.554622 + Penalty 2374.404511 = -159236.150112
  nChanged 15
		SP:Iteration 14Q (15989.210000 sec): 3 clusters
  Score: Raw -161623.236654 + Penalty 2374.404511 = -159248.832144
  nChanged 14
		SP:Iteration 15Q (15989.220000 sec): 3 clusters
  Score: Raw -161638.266282 + Penalty 2374.404511 = -159263.861771
  nChanged 15
		SP:Iteration 16Q (15989.220000 sec): 3 clusters
  Score: Raw -161654.238711 + Penalty 2374.404511 = -159279.834200
  nChanged 16
		SP:Iteration 17Q (15989.230000 sec): 3 clusters
  Score: Raw -161666.843373 + Penalty 2374.404511 = -159292.438863
  nChanged 18
		SP:Iteration 18Q (15989.230000 sec): 3 clusters
  Score: Raw -161686.081643 + Penalty 2374.404511 = -159311.677132
  nChanged 20
		SP:Iteration 19Q (15989.230000 sec): 3 clusters
  Score: Raw -161708.087280 + Penalty 2374.404511 = -159333.682769
  nChanged 20
		SP:Iteration 20F (15989.230000 sec): 3 clusters
  Score: Raw -161732.080777 + Penalty 2374.404511 = -159357.676266
  nChanged 21
		SP:Iteration 21Q (15989.240000 sec): 3 clusters
  Score: Raw -161753.682108 + Penalty 2374.404511 = -159379.277598
  nChanged 18
		SP:Iteration 22Q (15989.240000 sec): 3 clusters
  Score: Raw -161775.605379 + Penalty 2374.404511 = -159401.200869
  nChanged 23
		SP:Iteration 23Q (15989.250000 sec): 3 clusters
  Score: Raw -161801.773116 + Penalty 2374.404511 = -159427.368605
  nChanged 18
		SP:Iteration 24Q (15989.250000 sec): 3 clusters
  Score: Raw -161817.641020 + Penalty 2374.404511 = -159443.236509
  nChanged 13
		SP:Iteration 25Q (15989.250000 sec): 3 clusters
  Score: Raw -161827.741484 + Penalty 2374.404511 = -159453.336974
  nChanged 13
		SP:Iteration 26Q (15989.260000 sec): 3 clusters
  Score: Raw -161840.876447 + Penalty 2374.404511 = -159466.471937
  nChanged 12
		SP:Iteration 27Q (15989.260000 sec): 3 clusters
  Score: Raw -161852.528372 + Penalty 2374.404511 = -159478.123862
  nChanged 17
		SP:Iteration 28Q (15989.260000 sec): 3 clusters
  Score: Raw -161867.645315 + Penalty 2374.404511 = -159493.240805
  nChanged 13
		SP:Iteration 29Q (15989.270000 sec): 3 clusters
  Score: Raw -161878.605744 + Penalty 2374.404511 = -159504.201233
  nChanged 15
		SP:Iteration 30Q (15989.270000 sec): 3 clusters
  Score: Raw -161895.942622 + Penalty 2374.404511 = -159521.538112
  nChanged 14
		SP:Iteration 31Q (15989.270000 sec): 3 clusters
  Score: Raw -161906.048468 + Penalty 2374.404511 = -159531.643957
  nChanged 13
		SP:Iteration 32Q (15989.280000 sec): 3 clusters
  Score: Raw -161917.247042 + Penalty 2374.404511 = -159542.842532
  nChanged 13
		SP:Iteration 33Q (15989.280000 sec): 3 clusters
  Score: Raw -161926.090832 + Penalty 2374.404511 = -159551.686321
  nChanged 10
		SP:Iteration 34Q (15989.290000 sec): 3 clusters
  Score: Raw -161932.448853 + Penalty 2374.404511 = -159558.044343
  nChanged 7
		SP:Iteration 35Q (15989.290000 sec): 3 clusters
  Score: Raw -161938.430462 + Penalty 2374.404511 = -159564.025951
  nChanged 2
		SP:Iteration 36Q (15989.290000 sec): 3 clusters
  Score: Raw -161940.059303 + Penalty 2374.404511 = -159565.654792
  nChanged 1
		SP:Iteration 37Q (15989.290000 sec): 3 clusters
  Score: Raw -161940.302066 + Penalty 2374.404511 = -159565.897555
  nChanged 0
		SP:Iteration 38F (15989.300000 sec): 3 clusters
  Score: Raw -161940.302066 + Penalty 2374.404511 = -159565.897555
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15989.310000 sec): 2 clusters
  Score: Raw -93105.102859 + Penalty 1096.291971 = -92008.810888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15989.310000 sec): 3 clusters
  Score: Raw -92901.964235 + Penalty 2192.583942 = -90709.380293
  nChanged 250
		SP:Iteration 1F (15989.310000 sec): 3 clusters
  Score: Raw -93214.136410 + Penalty 2192.583942 = -91021.552468
  nChanged 74
		SP:Iteration 2F (15989.310000 sec): 3 clusters
  Score: Raw -93359.853697 + Penalty 2192.583942 = -91167.269755
  nChanged 60
		SP:Iteration 3F (15989.310000 sec): 3 clusters
  Score: Raw -93462.191511 + Penalty 2192.583942 = -91269.607569
  nChanged 43
		SP:Iteration 4F (15989.320000 sec): 3 clusters
  Score: Raw -93558.768035 + Penalty 2192.583942 = -91366.184093
  nChanged 52
		SP:Iteration 5F (15989.320000 sec): 3 clusters
  Score: Raw -93695.590632 + Penalty 2192.583942 = -91503.006690
  nChanged 48
		SP:Iteration 6F (15989.320000 sec): 3 clusters
  Score: Raw -93845.012296 + Penalty 2192.583942 = -91652.428354
  nChanged 28
		SP:Iteration 7Q (15989.320000 sec): 3 clusters
  Score: Raw -93892.136049 + Penalty 2192.583942 = -91699.552107
  nChanged 12
		SP:Iteration 8Q (15989.330000 sec): 3 clusters
  Score: Raw -93915.446452 + Penalty 2192.583942 = -91722.862510
  nChanged 8
		SP:Iteration 9Q (15989.330000 sec): 3 clusters
  Score: Raw -93931.786778 + Penalty 2192.583942 = -91739.202836
  nChanged 7
		SP:Iteration 10Q (15989.330000 sec): 3 clusters
  Score: Raw -93947.048544 + Penalty 2192.583942 = -91754.464602
  nChanged 3
		SP:Iteration 11Q (15989.330000 sec): 3 clusters
  Score: Raw -93952.260131 + Penalty 2192.583942 = -91759.676189
  nChanged 0
		SP:Iteration 12F (15989.330000 sec): 3 clusters
  Score: Raw -93952.260131 + Penalty 2192.583942 = -91759.676189
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (32329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15989.440000 sec): 2 clusters
  Score: Raw -3802861.290389 + Penalty 1687.354490 = -3801173.935899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15989.520000 sec): 3 clusters
  Score: Raw -3783042.267316 + Penalty 3374.708980 = -3779667.558336
  nChanged 14847
		SP:Iteration 1F (15989.610000 sec): 3 clusters
  Score: Raw -3791018.513584 + Penalty 3374.708980 = -3787643.804604
  nChanged 1332
		SP:Iteration 2Q (15989.700000 sec): 3 clusters
  Score: Raw -3791376.000934 + Penalty 3374.708980 = -3788001.291954
  nChanged 1199
		SP:Iteration 3Q (15989.780000 sec): 3 clusters
  Score: Raw -3791690.329573 + Penalty 3374.708980 = -3788315.620593
  nChanged 1078
		SP:Iteration 4Q (15989.870000 sec): 3 clusters
  Score: Raw -3791964.600271 + Penalty 3374.708980 = -3788589.891291
  nChanged 1090
		SP:Iteration 5Q (15989.960000 sec): 3 clusters
  Score: Raw -3792254.325351 + Penalty 3374.708980 = -3788879.616371
  nChanged 1161
		SP:Iteration 6Q (15990.050000 sec): 3 clusters
  Score: Raw -3792606.145978 + Penalty 3374.708980 = -3789231.436998
  nChanged 1303
		SP:Iteration 7Q (15990.140000 sec): 3 clusters
  Score: Raw -3793080.442130 + Penalty 3374.708980 = -3789705.733150
  nChanged 1470
		SP:Iteration 8Q (15990.220000 sec): 3 clusters
  Score: Raw -3793747.694343 + Penalty 3374.708980 = -3790372.985363
  nChanged 1776
		SP:Iteration 9F (15990.310000 sec): 3 clusters
  Score: Raw -3794777.246752 + Penalty 3374.708980 = -3791402.537772
  nChanged 2030
		SP:Iteration 10F (15990.390000 sec): 3 clusters
  Score: Raw -3796202.331272 + Penalty 3374.708980 = -3792827.622292
  nChanged 2100
		SP:Iteration 11F (15990.480000 sec): 3 clusters
  Score: Raw -3797878.606188 + Penalty 3374.708980 = -3794503.897208
  nChanged 1892
		SP:Iteration 12F (15990.560000 sec): 3 clusters
  Score: Raw -3799534.597150 + Penalty 3374.708980 = -3796159.888169
  nChanged 1494
		SP:Iteration 13Q (15990.650000 sec): 3 clusters
  Score: Raw -3800856.606284 + Penalty 3374.708980 = -3797481.897304
  nChanged 1000
		SP:Iteration 14Q (15990.730000 sec): 3 clusters
  Score: Raw -3801654.814100 + Penalty 3374.708980 = -3798280.105120
  nChanged 661
		SP:Iteration 15Q (15990.810000 sec): 3 clusters
  Score: Raw -3802118.641843 + Penalty 3374.708980 = -3798743.932863
  nChanged 452
		SP:Iteration 16Q (15990.880000 sec): 3 clusters
  Score: Raw -3802414.979328 + Penalty 3374.708980 = -3799040.270348
  nChanged 342
		SP:Iteration 17Q (15990.950000 sec): 3 clusters
  Score: Raw -3802616.727318 + Penalty 3374.708980 = -3799242.018338
  nChanged 249
		SP:Iteration 18Q (15991.020000 sec): 3 clusters
  Score: Raw -3802763.941074 + Penalty 3374.708980 = -3799389.232093
  nChanged 204
		SP:Iteration 19Q (15991.080000 sec): 3 clusters
  Score: Raw -3802890.506997 + Penalty 3374.708980 = -3799515.798017
  nChanged 146
		SP:Iteration 20F (15991.170000 sec): 3 clusters
  Score: Raw -3802977.429335 + Penalty 3374.708980 = -3799602.720355
  nChanged 98
		SP:Iteration 21Q (15991.240000 sec): 3 clusters
  Score: Raw -3803027.811383 + Penalty 3374.708980 = -3799653.102403
  nChanged 68
		SP:Iteration 22Q (15991.300000 sec): 3 clusters
  Score: Raw -3803059.377658 + Penalty 3374.708980 = -3799684.668678
  nChanged 49
		SP:Iteration 23Q (15991.360000 sec): 3 clusters
  Score: Raw -3803082.973198 + Penalty 3374.708980 = -3799708.264218
  nChanged 44
		SP:Iteration 24Q (15991.430000 sec): 3 clusters
  Score: Raw -3803100.353603 + Penalty 3374.708980 = -3799725.644622
  nChanged 38
		SP:Iteration 25Q (15991.500000 sec): 3 clusters
  Score: Raw -3803116.382156 + Penalty 3374.708980 = -3799741.673176
  nChanged 30
		SP:Iteration 26Q (15991.560000 sec): 3 clusters
  Score: Raw -3803130.442724 + Penalty 3374.708980 = -3799755.733744
  nChanged 26
		SP:Iteration 27Q (15991.620000 sec): 3 clusters
  Score: Raw -3803139.754220 + Penalty 3374.708980 = -3799765.045239
  nChanged 20
		SP:Iteration 28Q (15991.680000 sec): 3 clusters
  Score: Raw -3803147.085184 + Penalty 3374.708980 = -3799772.376204
  nChanged 18
		SP:Iteration 29Q (15991.750000 sec): 3 clusters
  Score: Raw -3803153.717815 + Penalty 3374.708980 = -3799779.008835
  nChanged 12
		SP:Iteration 30Q (15991.810000 sec): 3 clusters
  Score: Raw -3803158.432353 + Penalty 3374.708980 = -3799783.723373
  nChanged 4
		SP:Iteration 31Q (15991.870000 sec): 3 clusters
  Score: Raw -3803159.674366 + Penalty 3374.708980 = -3799784.965386
  nChanged 5
		SP:Iteration 32Q (15991.940000 sec): 3 clusters
  Score: Raw -3803161.759327 + Penalty 3374.708980 = -3799787.050347
  nChanged 4
		SP:Iteration 33Q (15992.000000 sec): 3 clusters
  Score: Raw -3803163.516062 + Penalty 3374.708980 = -3799788.807082
  nChanged 5
		SP:Iteration 34Q (15992.060000 sec): 3 clusters
  Score: Raw -3803165.195183 + Penalty 3374.708980 = -3799790.486202
  nChanged 3
		SP:Iteration 35Q (15992.120000 sec): 3 clusters
  Score: Raw -3803166.332391 + Penalty 3374.708980 = -3799791.623411
  nChanged 10
		SP:Iteration 36Q (15992.180000 sec): 3 clusters
  Score: Raw -3803170.709902 + Penalty 3374.708980 = -3799796.000922
  nChanged 13
		SP:Iteration 37Q (15992.240000 sec): 3 clusters
  Score: Raw -3803175.805624 + Penalty 3374.708980 = -3799801.096643
  nChanged 7
		SP:Iteration 38Q (15992.300000 sec): 3 clusters
  Score: Raw -3803178.027660 + Penalty 3374.708980 = -3799803.318680
  nChanged 8
		SP:Iteration 39Q (15992.360000 sec): 3 clusters
  Score: Raw -3803181.945530 + Penalty 3374.708980 = -3799807.236550
  nChanged 9
		SP:Iteration 40F (15992.450000 sec): 3 clusters
  Score: Raw -3803186.211621 + Penalty 3374.708980 = -3799811.502641
  nChanged 15
		SP:Iteration 41Q (15992.510000 sec): 3 clusters
  Score: Raw -3803191.871817 + Penalty 3374.708980 = -3799817.162837
  nChanged 12
		SP:Iteration 42Q (15992.570000 sec): 3 clusters
  Score: Raw -3803196.668182 + Penalty 3374.708980 = -3799821.959202
  nChanged 9
		SP:Iteration 43Q (15992.630000 sec): 3 clusters
  Score: Raw -3803199.814903 + Penalty 3374.708980 = -3799825.105923
  nChanged 6
		SP:Iteration 44Q (15992.690000 sec): 3 clusters
  Score: Raw -3803201.384030 + Penalty 3374.708980 = -3799826.675049
  nChanged 4
		SP:Iteration 45Q (15992.750000 sec): 3 clusters
  Score: Raw -3803202.593784 + Penalty 3374.708980 = -3799827.884804
  nChanged 5
		SP:Iteration 46Q (15992.810000 sec): 3 clusters
  Score: Raw -3803204.012056 + Penalty 3374.708980 = -3799829.303076
  nChanged 3
		SP:Iteration 47Q (15992.870000 sec): 3 clusters
  Score: Raw -3803204.969072 + Penalty 3374.708980 = -3799830.260092
  nChanged 5
		SP:Iteration 48Q (15992.930000 sec): 3 clusters
  Score: Raw -3803207.510002 + Penalty 3374.708980 = -3799832.801021
  nChanged 6
		SP:Iteration 49Q (15992.990000 sec): 3 clusters
  Score: Raw -3803212.235901 + Penalty 3374.708980 = -3799837.526921
  nChanged 12
		SP:Iteration 50Q (15993.050000 sec): 3 clusters
  Score: Raw -3803221.301090 + Penalty 3374.708980 = -3799846.592110
  nChanged 7
		SP:Iteration 51Q (15993.110000 sec): 3 clusters
  Score: Raw -3803224.842102 + Penalty 3374.708980 = -3799850.133121
  nChanged 4
		SP:Iteration 52Q (15993.170000 sec): 3 clusters
  Score: Raw -3803226.066992 + Penalty 3374.708980 = -3799851.358012
  nChanged 3
		SP:Iteration 53Q (15993.230000 sec): 3 clusters
  Score: Raw -3803226.899158 + Penalty 3374.708980 = -3799852.190178
  nChanged 4
		SP:Iteration 54Q (15993.290000 sec): 3 clusters
  Score: Raw -3803228.449209 + Penalty 3374.708980 = -3799853.740229
  nChanged 2
		SP:Iteration 55Q (15993.350000 sec): 3 clusters
  Score: Raw -3803229.627731 + Penalty 3374.708980 = -3799854.918751
  nChanged 5
		SP:Iteration 56Q (15993.410000 sec): 3 clusters
  Score: Raw -3803232.573558 + Penalty 3374.708980 = -3799857.864578
  nChanged 6
		SP:Iteration 57Q (15993.470000 sec): 3 clusters
  Score: Raw -3803235.441998 + Penalty 3374.708980 = -3799860.733018
  nChanged 4
		SP:Iteration 58Q (15993.530000 sec): 3 clusters
  Score: Raw -3803237.566682 + Penalty 3374.708980 = -3799862.857701
  nChanged 3
		SP:Iteration 59Q (15993.590000 sec): 3 clusters
  Score: Raw -3803238.741548 + Penalty 3374.708980 = -3799864.032568
  nChanged 4
		SP:Iteration 60F (15993.670000 sec): 3 clusters
  Score: Raw -3803241.280562 + Penalty 3374.708980 = -3799866.571582
  nChanged 1
		SP:Iteration 61Q (15993.730000 sec): 3 clusters
  Score: Raw -3803241.580217 + Penalty 3374.708980 = -3799866.871237
  nChanged 1
		SP:Iteration 62Q (15993.790000 sec): 3 clusters
  Score: Raw -3803241.841714 + Penalty 3374.708980 = -3799867.132734
  nChanged 0
		SP:Iteration 63F (15993.870000 sec): 3 clusters
  Score: Raw -3803241.841714 + Penalty 3374.708980 = -3799867.132734
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15993.910000 sec): 2 clusters
  Score: Raw -934145.326061 + Penalty 1461.472315 = -932683.853745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15993.930000 sec): 3 clusters
  Score: Raw -929684.527626 + Penalty 2922.944631 = -926761.582996
  nChanged 3400
		SP:Iteration 1F (15993.950000 sec): 3 clusters
  Score: Raw -931470.909683 + Penalty 2922.944631 = -928547.965052
  nChanged 507
		SP:Iteration 2F (15993.970000 sec): 3 clusters
  Score: Raw -931718.807714 + Penalty 2922.944631 = -928795.863084
  nChanged 422
		SP:Iteration 3F (15993.990000 sec): 3 clusters
  Score: Raw -931895.208556 + Penalty 2922.944631 = -928972.263925
  nChanged 330
		SP:Iteration 4Q (15994.010000 sec): 3 clusters
  Score: Raw -932019.528388 + Penalty 2922.944631 = -929096.583757
  nChanged 284
		SP:Iteration 5Q (15994.030000 sec): 3 clusters
  Score: Raw -932134.104482 + Penalty 2922.944631 = -929211.159851
  nChanged 271
		SP:Iteration 6Q (15994.050000 sec): 3 clusters
  Score: Raw -932240.766156 + Penalty 2922.944631 = -929317.821525
  nChanged 257
		SP:Iteration 7Q (15994.070000 sec): 3 clusters
  Score: Raw -932337.932392 + Penalty 2922.944631 = -929414.987761
  nChanged 232
		SP:Iteration 8Q (15994.090000 sec): 3 clusters
  Score: Raw -932435.285154 + Penalty 2922.944631 = -929512.340523
  nChanged 255
		SP:Iteration 9Q (15994.110000 sec): 3 clusters
  Score: Raw -932564.544992 + Penalty 2922.944631 = -929641.600362
  nChanged 308
		SP:Iteration 10Q (15994.130000 sec): 3 clusters
  Score: Raw -932746.618134 + Penalty 2922.944631 = -929823.673503
  nChanged 348
		SP:Iteration 11Q (15994.150000 sec): 3 clusters
  Score: Raw -932993.448701 + Penalty 2922.944631 = -930070.504070
  nChanged 374
		SP:Iteration 12Q (15994.170000 sec): 3 clusters
  Score: Raw -933300.801316 + Penalty 2922.944631 = -930377.856685
  nChanged 354
		SP:Iteration 13Q (15994.190000 sec): 3 clusters
  Score: Raw -933598.178759 + Penalty 2922.944631 = -930675.234128
  nChanged 284
		SP:Iteration 14Q (15994.210000 sec): 3 clusters
  Score: Raw -933823.939239 + Penalty 2922.944631 = -930900.994609
  nChanged 211
		SP:Iteration 15Q (15994.230000 sec): 3 clusters
  Score: Raw -934008.772015 + Penalty 2922.944631 = -931085.827384
  nChanged 134
		SP:Iteration 16Q (15994.250000 sec): 3 clusters
  Score: Raw -934127.157145 + Penalty 2922.944631 = -931204.212514
  nChanged 84
		SP:Iteration 17Q (15994.270000 sec): 3 clusters
  Score: Raw -934199.253436 + Penalty 2922.944631 = -931276.308805
  nChanged 49
		SP:Iteration 18Q (15994.280000 sec): 3 clusters
  Score: Raw -934238.863626 + Penalty 2922.944631 = -931315.918995
  nChanged 31
		SP:Iteration 19Q (15994.310000 sec): 3 clusters
  Score: Raw -934266.481013 + Penalty 2922.944631 = -931343.536382
  nChanged 20
		SP:Iteration 20F (15994.330000 sec): 3 clusters
  Score: Raw -934284.861823 + Penalty 2922.944631 = -931361.917192
  nChanged 16
		SP:Iteration 21Q (15994.340000 sec): 3 clusters
  Score: Raw -934300.081825 + Penalty 2922.944631 = -931377.137194
  nChanged 9
		SP:Iteration 22Q (15994.360000 sec): 3 clusters
  Score: Raw -934307.270953 + Penalty 2922.944631 = -931384.326322
  nChanged 6
		SP:Iteration 23Q (15994.370000 sec): 3 clusters
  Score: Raw -934314.707196 + Penalty 2922.944631 = -931391.762566
  nChanged 8
		SP:Iteration 24Q (15994.390000 sec): 3 clusters
  Score: Raw -934323.467900 + Penalty 2922.944631 = -931400.523269
  nChanged 11
		SP:Iteration 25Q (15994.410000 sec): 3 clusters
  Score: Raw -934333.012746 + Penalty 2922.944631 = -931410.068115
  nChanged 8
		SP:Iteration 26Q (15994.420000 sec): 3 clusters
  Score: Raw -934340.524847 + Penalty 2922.944631 = -931417.580216
  nChanged 3
		SP:Iteration 27Q (15994.440000 sec): 3 clusters
  Score: Raw -934343.773960 + Penalty 2922.944631 = -931420.829330
  nChanged 1
		SP:Iteration 28Q (15994.450000 sec): 3 clusters
  Score: Raw -934344.853452 + Penalty 2922.944631 = -931421.908821
  nChanged 2
		SP:Iteration 29Q (15994.470000 sec): 3 clusters
  Score: Raw -934346.577427 + Penalty 2922.944631 = -931423.632797
  nChanged 3
		SP:Iteration 30Q (15994.480000 sec): 3 clusters
  Score: Raw -934348.653857 + Penalty 2922.944631 = -931425.709226
  nChanged 3
		SP:Iteration 31Q (15994.500000 sec): 3 clusters
  Score: Raw -934352.012889 + Penalty 2922.944631 = -931429.068258
  nChanged 5
		SP:Iteration 32Q (15994.510000 sec): 3 clusters
  Score: Raw -934355.606776 + Penalty 2922.944631 = -931432.662145
  nChanged 2
		SP:Iteration 33Q (15994.530000 sec): 3 clusters
  Score: Raw -934356.759554 + Penalty 2922.944631 = -931433.814924
  nChanged 1
		SP:Iteration 34Q (15994.540000 sec): 3 clusters
  Score: Raw -934357.572560 + Penalty 2922.944631 = -931434.627929
  nChanged 2
		SP:Iteration 35Q (15994.560000 sec): 3 clusters
  Score: Raw -934359.052791 + Penalty 2922.944631 = -931436.108160
  nChanged 1
		SP:Iteration 36Q (15994.570000 sec): 3 clusters
  Score: Raw -934359.729162 + Penalty 2922.944631 = -931436.784531
  nChanged 1
		SP:Iteration 37Q (15994.590000 sec): 3 clusters
  Score: Raw -934359.998645 + Penalty 2922.944631 = -931437.054014
  nChanged 0
		SP:Iteration 38F (15994.610000 sec): 3 clusters
  Score: Raw -934359.998645 + Penalty 2922.944631 = -931437.054014
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15994.620000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15994.620000 sec): 3 clusters
  Score: Raw -146521.525391 + Penalty 2325.503798 = -144196.021593
  nChanged 410
		SP:Iteration 1F (15994.630000 sec): 3 clusters
  Score: Raw -146844.224211 + Penalty 2325.503798 = -144518.720413
  nChanged 96
		SP:Iteration 2F (15994.630000 sec): 3 clusters
  Score: Raw -146931.484608 + Penalty 2325.503798 = -144605.980810
  nChanged 53
		SP:Iteration 3Q (15994.630000 sec): 3 clusters
  Score: Raw -146974.895548 + Penalty 2325.503798 = -144649.391750
  nChanged 32
		SP:Iteration 4Q (15994.630000 sec): 3 clusters
  Score: Raw -147003.754801 + Penalty 2325.503798 = -144678.251003
  nChanged 29
		SP:Iteration 5Q (15994.640000 sec): 3 clusters
  Score: Raw -147030.643706 + Penalty 2325.503798 = -144705.139908
  nChanged 17
		SP:Iteration 6Q (15994.640000 sec): 3 clusters
  Score: Raw -147046.160827 + Penalty 2325.503798 = -144720.657029
  nChanged 13
		SP:Iteration 7Q (15994.640000 sec): 3 clusters
  Score: Raw -147057.728263 + Penalty 2325.503798 = -144732.224465
  nChanged 9
		SP:Iteration 8Q (15994.650000 sec): 3 clusters
  Score: Raw -147068.792988 + Penalty 2325.503798 = -144743.289190
  nChanged 17
		SP:Iteration 9Q (15994.650000 sec): 3 clusters
  Score: Raw -147084.709090 + Penalty 2325.503798 = -144759.205292
  nChanged 20
		SP:Iteration 10Q (15994.650000 sec): 3 clusters
  Score: Raw -147104.883434 + Penalty 2325.503798 = -144779.379636
  nChanged 20
		SP:Iteration 11Q (15994.650000 sec): 3 clusters
  Score: Raw -147129.160939 + Penalty 2325.503798 = -144803.657141
  nChanged 25
		SP:Iteration 12Q (15994.660000 sec): 3 clusters
  Score: Raw -147160.145246 + Penalty 2325.503798 = -144834.641448
  nChanged 26
		SP:Iteration 13Q (15994.660000 sec): 3 clusters
  Score: Raw -147206.465051 + Penalty 2325.503798 = -144880.961253
  nChanged 34
		SP:Iteration 14Q (15994.670000 sec): 3 clusters
  Score: Raw -147259.769274 + Penalty 2325.503798 = -144934.265476
  nChanged 38
		SP:Iteration 15Q (15994.670000 sec): 3 clusters
  Score: Raw -147334.786904 + Penalty 2325.503798 = -145009.283106
  nChanged 46
		SP:Iteration 16Q (15994.670000 sec): 3 clusters
  Score: Raw -147446.480188 + Penalty 2325.503798 = -145120.976390
  nChanged 42
		SP:Iteration 17Q (15994.670000 sec): 3 clusters
  Score: Raw -147562.004022 + Penalty 2325.503798 = -145236.500224
  nChanged 34
		SP:Iteration 18Q (15994.680000 sec): 3 clusters
  Score: Raw -147619.352895 + Penalty 2325.503798 = -145293.849097
  nChanged 42
		SP:Iteration 19Q (15994.680000 sec): 3 clusters
  Score: Raw -147687.810312 + Penalty 2325.503798 = -145362.306514
  nChanged 42
		SP:Iteration 20F (15994.680000 sec): 3 clusters
  Score: Raw -147753.175639 + Penalty 2325.503798 = -145427.671841
  nChanged 39
		SP:Iteration 21Q (15994.690000 sec): 3 clusters
  Score: Raw -147807.678191 + Penalty 2325.503798 = -145482.174393
  nChanged 33
		SP:Iteration 22Q (15994.690000 sec): 3 clusters
  Score: Raw -147860.269412 + Penalty 2325.503798 = -145534.765614
  nChanged 26
		SP:Iteration 23Q (15994.690000 sec): 3 clusters
  Score: Raw -147906.235230 + Penalty 2325.503798 = -145580.731432
  nChanged 16
		SP:Iteration 24Q (15994.690000 sec): 3 clusters
  Score: Raw -147929.737879 + Penalty 2325.503798 = -145604.234081
  nChanged 14
		SP:Iteration 25Q (15994.690000 sec): 3 clusters
  Score: Raw -147947.779894 + Penalty 2325.503798 = -145622.276096
  nChanged 8
		SP:Iteration 26Q (15994.700000 sec): 3 clusters
  Score: Raw -147957.458208 + Penalty 2325.503798 = -145631.954410
  nChanged 3
		SP:Iteration 27Q (15994.700000 sec): 3 clusters
  Score: Raw -147959.730022 + Penalty 2325.503798 = -145634.226224
  nChanged 2
		SP:Iteration 28Q (15994.700000 sec): 3 clusters
  Score: Raw -147961.717133 + Penalty 2325.503798 = -145636.213334
  nChanged 4
		SP:Iteration 29Q (15994.710000 sec): 3 clusters
  Score: Raw -147965.404322 + Penalty 2325.503798 = -145639.900524
  nChanged 4
		SP:Iteration 30Q (15994.710000 sec): 3 clusters
  Score: Raw -147969.179292 + Penalty 2325.503798 = -145643.675494
  nChanged 7
		SP:Iteration 31Q (15994.710000 sec): 3 clusters
  Score: Raw -147979.062072 + Penalty 2325.503798 = -145653.558274
  nChanged 6
		SP:Iteration 32Q (15994.710000 sec): 3 clusters
  Score: Raw -147989.125192 + Penalty 2325.503798 = -145663.621394
  nChanged 5
		SP:Iteration 33Q (15994.710000 sec): 3 clusters
  Score: Raw -147999.794812 + Penalty 2325.503798 = -145674.291014
  nChanged 8
		SP:Iteration 34Q (15994.720000 sec): 3 clusters
  Score: Raw -148012.958482 + Penalty 2325.503798 = -145687.454684
  nChanged 8
		SP:Iteration 35Q (15994.720000 sec): 3 clusters
  Score: Raw -148033.473789 + Penalty 2325.503798 = -145707.969990
  nChanged 14
		SP:Iteration 36Q (15994.720000 sec): 3 clusters
  Score: Raw -148077.343915 + Penalty 2325.503798 = -145751.840117
  nChanged 9
		SP:Iteration 37Q (15994.730000 sec): 3 clusters
  Score: Raw -148098.027623 + Penalty 2325.503798 = -145772.523825
  nChanged 3
		SP:Iteration 38Q (15994.730000 sec): 3 clusters
  Score: Raw -148103.911727 + Penalty 2325.503798 = -145778.407929
  nChanged 0
		SP:Iteration 39F (15994.730000 sec): 3 clusters
  Score: Raw -148103.911727 + Penalty 2325.503798 = -145778.407929
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (20628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15994.790000 sec): 2 clusters
  Score: Raw -2347726.118782 + Penalty 1614.340756 = -2346111.778026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15994.850000 sec): 3 clusters
  Score: Raw -2335188.115824 + Penalty 3228.681513 = -2331959.434311
  nChanged 9450
		SP:Iteration 1F (15994.900000 sec): 3 clusters
  Score: Raw -2340567.006826 + Penalty 3228.681513 = -2337338.325313
  nChanged 1003
		SP:Iteration 2Q (15994.950000 sec): 3 clusters
  Score: Raw -2340921.948853 + Penalty 3228.681513 = -2337693.267340
  nChanged 954
		SP:Iteration 3Q (15995.010000 sec): 3 clusters
  Score: Raw -2341331.607240 + Penalty 3228.681513 = -2338102.925727
  nChanged 1058
		SP:Iteration 4F (15995.060000 sec): 3 clusters
  Score: Raw -2341905.179231 + Penalty 3228.681513 = -2338676.497718
  nChanged 1245
		SP:Iteration 5F (15995.110000 sec): 3 clusters
  Score: Raw -2342689.512976 + Penalty 3228.681513 = -2339460.831463
  nChanged 1357
		SP:Iteration 6F (15995.160000 sec): 3 clusters
  Score: Raw -2343663.133623 + Penalty 3228.681513 = -2340434.452110
  nChanged 1339
		SP:Iteration 7F (15995.210000 sec): 3 clusters
  Score: Raw -2344743.415013 + Penalty 3228.681513 = -2341514.733501
  nChanged 1210
		SP:Iteration 8F (15995.270000 sec): 3 clusters
  Score: Raw -2345784.671485 + Penalty 3228.681513 = -2342555.989972
  nChanged 941
		SP:Iteration 9Q (15995.320000 sec): 3 clusters
  Score: Raw -2346609.669828 + Penalty 3228.681513 = -2343380.988315
  nChanged 638
		SP:Iteration 10Q (15995.370000 sec): 3 clusters
  Score: Raw -2347155.154677 + Penalty 3228.681513 = -2343926.473164
  nChanged 390
		SP:Iteration 11Q (15995.420000 sec): 3 clusters
  Score: Raw -2347471.130283 + Penalty 3228.681513 = -2344242.448770
  nChanged 256
		SP:Iteration 12Q (15995.460000 sec): 3 clusters
  Score: Raw -2347677.886035 + Penalty 3228.681513 = -2344449.204522
  nChanged 155
		SP:Iteration 13Q (15995.510000 sec): 3 clusters
  Score: Raw -2347786.102255 + Penalty 3228.681513 = -2344557.420742
  nChanged 83
		SP:Iteration 14Q (15995.550000 sec): 3 clusters
  Score: Raw -2347849.955517 + Penalty 3228.681513 = -2344621.274004
  nChanged 54
		SP:Iteration 15Q (15995.590000 sec): 3 clusters
  Score: Raw -2347880.341178 + Penalty 3228.681513 = -2344651.659665
  nChanged 28
		SP:Iteration 16Q (15995.630000 sec): 3 clusters
  Score: Raw -2347893.975471 + Penalty 3228.681513 = -2344665.293958
  nChanged 20
		SP:Iteration 17Q (15995.670000 sec): 3 clusters
  Score: Raw -2347904.417522 + Penalty 3228.681513 = -2344675.736009
  nChanged 18
		SP:Iteration 18Q (15995.710000 sec): 3 clusters
  Score: Raw -2347916.284435 + Penalty 3228.681513 = -2344687.602922
  nChanged 16
		SP:Iteration 19Q (15995.750000 sec): 3 clusters
  Score: Raw -2347923.736349 + Penalty 3228.681513 = -2344695.054836
  nChanged 14
		SP:Iteration 20F (15995.800000 sec): 3 clusters
  Score: Raw -2347934.352996 + Penalty 3228.681513 = -2344705.671483
  nChanged 17
		SP:Iteration 21Q (15995.840000 sec): 3 clusters
  Score: Raw -2347940.679249 + Penalty 3228.681513 = -2344711.997736
  nChanged 7
		SP:Iteration 22Q (15995.880000 sec): 3 clusters
  Score: Raw -2347944.017753 + Penalty 3228.681513 = -2344715.336240
  nChanged 10
		SP:Iteration 23Q (15995.920000 sec): 3 clusters
  Score: Raw -2347948.825787 + Penalty 3228.681513 = -2344720.144275
  nChanged 9
		SP:Iteration 24Q (15995.960000 sec): 3 clusters
  Score: Raw -2347953.391936 + Penalty 3228.681513 = -2344724.710423
  nChanged 6
		SP:Iteration 25Q (15996.000000 sec): 3 clusters
  Score: Raw -2347957.264145 + Penalty 3228.681513 = -2344728.582632
  nChanged 7
		SP:Iteration 26Q (15996.040000 sec): 3 clusters
  Score: Raw -2347960.476902 + Penalty 3228.681513 = -2344731.795389
  nChanged 2
		SP:Iteration 27Q (15996.080000 sec): 3 clusters
  Score: Raw -2347962.635734 + Penalty 3228.681513 = -2344733.954221
  nChanged 4
		SP:Iteration 28Q (15996.120000 sec): 3 clusters
  Score: Raw -2347967.264264 + Penalty 3228.681513 = -2344738.582751
  nChanged 9
		SP:Iteration 29Q (15996.150000 sec): 3 clusters
  Score: Raw -2347972.828039 + Penalty 3228.681513 = -2344744.146526
  nChanged 8
		SP:Iteration 30Q (15996.190000 sec): 3 clusters
  Score: Raw -2347977.391134 + Penalty 3228.681513 = -2344748.709621
  nChanged 3
		SP:Iteration 31Q (15996.230000 sec): 3 clusters
  Score: Raw -2347980.305318 + Penalty 3228.681513 = -2344751.623805
  nChanged 6
		SP:Iteration 32Q (15996.270000 sec): 3 clusters
  Score: Raw -2347984.232209 + Penalty 3228.681513 = -2344755.550696
  nChanged 11
		SP:Iteration 33Q (15996.310000 sec): 3 clusters
  Score: Raw -2347990.164117 + Penalty 3228.681513 = -2344761.482604
  nChanged 4
		SP:Iteration 34Q (15996.350000 sec): 3 clusters
  Score: Raw -2347992.565922 + Penalty 3228.681513 = -2344763.884409
  nChanged 4
		SP:Iteration 35Q (15996.390000 sec): 3 clusters
  Score: Raw -2347996.076302 + Penalty 3228.681513 = -2344767.394790
  nChanged 1
		SP:Iteration 36Q (15996.430000 sec): 3 clusters
  Score: Raw -2347997.476466 + Penalty 3228.681513 = -2344768.794953
  nChanged 2
		SP:Iteration 37Q (15996.470000 sec): 3 clusters
  Score: Raw -2347998.195938 + Penalty 3228.681513 = -2344769.514426
  nChanged 1
		SP:Iteration 38Q (15996.510000 sec): 3 clusters
  Score: Raw -2347999.084134 + Penalty 3228.681513 = -2344770.402621
  nChanged 1
		SP:Iteration 39Q (15996.550000 sec): 3 clusters
  Score: Raw -2347999.260620 + Penalty 3228.681513 = -2344770.579107
  nChanged 1
		SP:Iteration 40F (15996.600000 sec): 3 clusters
  Score: Raw -2347999.811435 + Penalty 3228.681513 = -2344771.129922
  nChanged 1
		SP:Iteration 41Q (15996.640000 sec): 3 clusters
  Score: Raw -2348000.175064 + Penalty 3228.681513 = -2344771.493551
  nChanged 2
		SP:Iteration 42Q (15996.680000 sec): 3 clusters
  Score: Raw -2348001.248235 + Penalty 3228.681513 = -2344772.566722
  nChanged 0
		SP:Iteration 43F (15996.730000 sec): 3 clusters
  Score: Raw -2348001.248235 + Penalty 3228.681513 = -2344772.566722
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15996.750000 sec): 2 clusters
  Score: Raw -373790.034803 + Penalty 1316.473384 = -372473.561419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15996.760000 sec): 3 clusters
  Score: Raw -372178.000359 + Penalty 2632.946768 = -369545.053591
  nChanged 1261
		SP:Iteration 1F (15996.770000 sec): 3 clusters
  Score: Raw -372912.986928 + Penalty 2632.946768 = -370280.040160
  nChanged 226
		SP:Iteration 2F (15996.780000 sec): 3 clusters
  Score: Raw -373068.506200 + Penalty 2632.946768 = -370435.559432
  nChanged 180
		SP:Iteration 3F (15996.790000 sec): 3 clusters
  Score: Raw -373192.190915 + Penalty 2632.946768 = -370559.244147
  nChanged 137
		SP:Iteration 4Q (15996.790000 sec): 3 clusters
  Score: Raw -373289.566973 + Penalty 2632.946768 = -370656.620205
  nChanged 160
		SP:Iteration 5Q (15996.800000 sec): 3 clusters
  Score: Raw -373403.614944 + Penalty 2632.946768 = -370770.668176
  nChanged 147
		SP:Iteration 6Q (15996.810000 sec): 3 clusters
  Score: Raw -373517.177616 + Penalty 2632.946768 = -370884.230848
  nChanged 142
		SP:Iteration 7Q (15996.820000 sec): 3 clusters
  Score: Raw -373632.337287 + Penalty 2632.946768 = -370999.390518
  nChanged 128
		SP:Iteration 8Q (15996.830000 sec): 3 clusters
  Score: Raw -373746.806997 + Penalty 2632.946768 = -371113.860229
  nChanged 134
		SP:Iteration 9Q (15996.840000 sec): 3 clusters
  Score: Raw -373902.514241 + Penalty 2632.946768 = -371269.567473
  nChanged 122
		SP:Iteration 10Q (15996.840000 sec): 3 clusters
  Score: Raw -374064.801888 + Penalty 2632.946768 = -371431.855119
  nChanged 125
		SP:Iteration 11Q (15996.850000 sec): 3 clusters
  Score: Raw -374219.547059 + Penalty 2632.946768 = -371586.600291
  nChanged 128
		SP:Iteration 12Q (15996.860000 sec): 3 clusters
  Score: Raw -374346.586764 + Penalty 2632.946768 = -371713.639996
  nChanged 96
		SP:Iteration 13Q (15996.870000 sec): 3 clusters
  Score: Raw -374429.278147 + Penalty 2632.946768 = -371796.331378
  nChanged 69
		SP:Iteration 14Q (15996.870000 sec): 3 clusters
  Score: Raw -374476.106593 + Penalty 2632.946768 = -371843.159825
  nChanged 47
		SP:Iteration 15Q (15996.880000 sec): 3 clusters
  Score: Raw -374505.417021 + Penalty 2632.946768 = -371872.470253
  nChanged 48
		SP:Iteration 16Q (15996.890000 sec): 3 clusters
  Score: Raw -374534.226880 + Penalty 2632.946768 = -371901.280112
  nChanged 33
		SP:Iteration 17Q (15996.890000 sec): 3 clusters
  Score: Raw -374556.574569 + Penalty 2632.946768 = -371923.627801
  nChanged 16
		SP:Iteration 18Q (15996.900000 sec): 3 clusters
  Score: Raw -374564.934325 + Penalty 2632.946768 = -371931.987557
  nChanged 10
		SP:Iteration 19Q (15996.910000 sec): 3 clusters
  Score: Raw -374570.380232 + Penalty 2632.946768 = -371937.433463
  nChanged 11
		SP:Iteration 20F (15996.920000 sec): 3 clusters
  Score: Raw -374575.742799 + Penalty 2632.946768 = -371942.796031
  nChanged 13
		SP:Iteration 21Q (15996.930000 sec): 3 clusters
  Score: Raw -374581.101624 + Penalty 2632.946768 = -371948.154856
  nChanged 10
		SP:Iteration 22Q (15996.930000 sec): 3 clusters
  Score: Raw -374585.689491 + Penalty 2632.946768 = -371952.742723
  nChanged 8
		SP:Iteration 23Q (15996.940000 sec): 3 clusters
  Score: Raw -374591.101594 + Penalty 2632.946768 = -371958.154826
  nChanged 11
		SP:Iteration 24Q (15996.950000 sec): 3 clusters
  Score: Raw -374598.552668 + Penalty 2632.946768 = -371965.605900
  nChanged 15
		SP:Iteration 25Q (15996.950000 sec): 3 clusters
  Score: Raw -374604.845691 + Penalty 2632.946768 = -371971.898923
  nChanged 16
		SP:Iteration 26Q (15996.960000 sec): 3 clusters
  Score: Raw -374612.136756 + Penalty 2632.946768 = -371979.189988
  nChanged 11
		SP:Iteration 27Q (15996.970000 sec): 3 clusters
  Score: Raw -374616.946650 + Penalty 2632.946768 = -371983.999882
  nChanged 9
		SP:Iteration 28Q (15996.980000 sec): 3 clusters
  Score: Raw -374619.850987 + Penalty 2632.946768 = -371986.904219
  nChanged 1
		SP:Iteration 29Q (15996.980000 sec): 3 clusters
  Score: Raw -374620.330043 + Penalty 2632.946768 = -371987.383275
  nChanged 3
		SP:Iteration 30Q (15996.990000 sec): 3 clusters
  Score: Raw -374621.276452 + Penalty 2632.946768 = -371988.329684
  nChanged 2
		SP:Iteration 31Q (15997.000000 sec): 3 clusters
  Score: Raw -374622.263963 + Penalty 2632.946768 = -371989.317195
  nChanged 5
		SP:Iteration 32Q (15997.010000 sec): 3 clusters
  Score: Raw -374624.076732 + Penalty 2632.946768 = -371991.129964
  nChanged 3
		SP:Iteration 33Q (15997.010000 sec): 3 clusters
  Score: Raw -374624.672228 + Penalty 2632.946768 = -371991.725460
  nChanged 1
		SP:Iteration 34Q (15997.020000 sec): 3 clusters
  Score: Raw -374624.844551 + Penalty 2632.946768 = -371991.897783
  nChanged 0
		SP:Iteration 35F (15997.030000 sec): 3 clusters
  Score: Raw -374624.844551 + Penalty 2632.946768 = -371991.897783
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15997.040000 sec): 2 clusters
  Score: Raw -423081.283309 + Penalty 1336.905088 = -421744.378221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15997.050000 sec): 3 clusters
  Score: Raw -421264.799750 + Penalty 2673.810176 = -418590.989574
  nChanged 1458
		SP:Iteration 1F (15997.060000 sec): 3 clusters
  Score: Raw -422052.160148 + Penalty 2673.810176 = -419378.349972
  nChanged 235
		SP:Iteration 2F (15997.070000 sec): 3 clusters
  Score: Raw -422174.222375 + Penalty 2673.810176 = -419500.412199
  nChanged 178
		SP:Iteration 3Q (15997.080000 sec): 3 clusters
  Score: Raw -422256.215842 + Penalty 2673.810176 = -419582.405665
  nChanged 119
		SP:Iteration 4Q (15997.090000 sec): 3 clusters
  Score: Raw -422312.218447 + Penalty 2673.810176 = -419638.408271
  nChanged 104
		SP:Iteration 5Q (15997.100000 sec): 3 clusters
  Score: Raw -422359.702491 + Penalty 2673.810176 = -419685.892315
  nChanged 82
		SP:Iteration 6Q (15997.110000 sec): 3 clusters
  Score: Raw -422397.234373 + Penalty 2673.810176 = -419723.424197
  nChanged 80
		SP:Iteration 7Q (15997.120000 sec): 3 clusters
  Score: Raw -422437.098250 + Penalty 2673.810176 = -419763.288074
  nChanged 93
		SP:Iteration 8Q (15997.130000 sec): 3 clusters
  Score: Raw -422478.392353 + Penalty 2673.810176 = -419804.582177
  nChanged 87
		SP:Iteration 9Q (15997.140000 sec): 3 clusters
  Score: Raw -422511.142452 + Penalty 2673.810176 = -419837.332276
  nChanged 71
		SP:Iteration 10Q (15997.150000 sec): 3 clusters
  Score: Raw -422542.095042 + Penalty 2673.810176 = -419868.284866
  nChanged 86
		SP:Iteration 11Q (15997.150000 sec): 3 clusters
  Score: Raw -422595.961894 + Penalty 2673.810176 = -419922.151718
  nChanged 92
		SP:Iteration 12Q (15997.170000 sec): 3 clusters
  Score: Raw -422666.431642 + Penalty 2673.810176 = -419992.621466
  nChanged 107
		SP:Iteration 13Q (15997.170000 sec): 3 clusters
  Score: Raw -422742.282763 + Penalty 2673.810176 = -420068.472587
  nChanged 95
		SP:Iteration 14Q (15997.180000 sec): 3 clusters
  Score: Raw -422805.360760 + Penalty 2673.810176 = -420131.550584
  nChanged 97
		SP:Iteration 15Q (15997.190000 sec): 3 clusters
  Score: Raw -422882.534295 + Penalty 2673.810176 = -420208.724119
  nChanged 95
		SP:Iteration 16Q (15997.200000 sec): 3 clusters
  Score: Raw -422949.828543 + Penalty 2673.810176 = -420276.018366
  nChanged 79
		SP:Iteration 17Q (15997.210000 sec): 3 clusters
  Score: Raw -423010.034456 + Penalty 2673.810176 = -420336.224280
  nChanged 74
		SP:Iteration 18Q (15997.220000 sec): 3 clusters
  Score: Raw -423079.968725 + Penalty 2673.810176 = -420406.158549
  nChanged 64
		SP:Iteration 19Q (15997.230000 sec): 3 clusters
  Score: Raw -423150.175069 + Penalty 2673.810176 = -420476.364893
  nChanged 68
		SP:Iteration 20F (15997.240000 sec): 3 clusters
  Score: Raw -423213.633776 + Penalty 2673.810176 = -420539.823600
  nChanged 51
		SP:Iteration 21Q (15997.250000 sec): 3 clusters
  Score: Raw -423247.314867 + Penalty 2673.810176 = -420573.504691
  nChanged 34
		SP:Iteration 22Q (15997.250000 sec): 3 clusters
  Score: Raw -423274.705729 + Penalty 2673.810176 = -420600.895553
  nChanged 23
		SP:Iteration 23Q (15997.260000 sec): 3 clusters
  Score: Raw -423296.709490 + Penalty 2673.810176 = -420622.899314
  nChanged 25
		SP:Iteration 24Q (15997.270000 sec): 3 clusters
  Score: Raw -423321.234346 + Penalty 2673.810176 = -420647.424170
  nChanged 21
		SP:Iteration 25Q (15997.270000 sec): 3 clusters
  Score: Raw -423337.417885 + Penalty 2673.810176 = -420663.607709
  nChanged 19
		SP:Iteration 26Q (15997.280000 sec): 3 clusters
  Score: Raw -423352.424014 + Penalty 2673.810176 = -420678.613838
  nChanged 18
		SP:Iteration 27Q (15997.290000 sec): 3 clusters
  Score: Raw -423364.822990 + Penalty 2673.810176 = -420691.012814
  nChanged 11
		SP:Iteration 28Q (15997.300000 sec): 3 clusters
  Score: Raw -423373.076161 + Penalty 2673.810176 = -420699.265985
  nChanged 11
		SP:Iteration 29Q (15997.310000 sec): 3 clusters
  Score: Raw -423379.286561 + Penalty 2673.810176 = -420705.476385
  nChanged 13
		SP:Iteration 30Q (15997.310000 sec): 3 clusters
  Score: Raw -423389.437686 + Penalty 2673.810176 = -420715.627510
  nChanged 8
		SP:Iteration 31Q (15997.320000 sec): 3 clusters
  Score: Raw -423395.192155 + Penalty 2673.810176 = -420721.381979
  nChanged 5
		SP:Iteration 32Q (15997.330000 sec): 3 clusters
  Score: Raw -423397.892969 + Penalty 2673.810176 = -420724.082793
  nChanged 8
		SP:Iteration 33Q (15997.340000 sec): 3 clusters
  Score: Raw -423402.082759 + Penalty 2673.810176 = -420728.272583
  nChanged 9
		SP:Iteration 34Q (15997.350000 sec): 3 clusters
  Score: Raw -423411.331636 + Penalty 2673.810176 = -420737.521459
  nChanged 12
		SP:Iteration 35Q (15997.350000 sec): 3 clusters
  Score: Raw -423420.820593 + Penalty 2673.810176 = -420747.010417
  nChanged 8
		SP:Iteration 36Q (15997.360000 sec): 3 clusters
  Score: Raw -423425.873746 + Penalty 2673.810176 = -420752.063570
  nChanged 7
		SP:Iteration 37Q (15997.370000 sec): 3 clusters
  Score: Raw -423433.529134 + Penalty 2673.810176 = -420759.718958
  nChanged 11
		SP:Iteration 38Q (15997.370000 sec): 3 clusters
  Score: Raw -423446.190494 + Penalty 2673.810176 = -420772.380318
  nChanged 8
		SP:Iteration 39Q (15997.380000 sec): 3 clusters
  Score: Raw -423454.054982 + Penalty 2673.810176 = -420780.244806
  nChanged 11
		SP:Iteration 40F (15997.390000 sec): 3 clusters
  Score: Raw -423462.359787 + Penalty 2673.810176 = -420788.549611
  nChanged 9
		SP:Iteration 41Q (15997.400000 sec): 3 clusters
  Score: Raw -423475.370976 + Penalty 2673.810176 = -420801.560800
  nChanged 9
		SP:Iteration 42Q (15997.410000 sec): 3 clusters
  Score: Raw -423484.074564 + Penalty 2673.810176 = -420810.264388
  nChanged 5
		SP:Iteration 43Q (15997.410000 sec): 3 clusters
  Score: Raw -423488.083815 + Penalty 2673.810176 = -420814.273639
  nChanged 4
		SP:Iteration 44Q (15997.420000 sec): 3 clusters
  Score: Raw -423490.876264 + Penalty 2673.810176 = -420817.066087
  nChanged 4
		SP:Iteration 45Q (15997.430000 sec): 3 clusters
  Score: Raw -423493.556990 + Penalty 2673.810176 = -420819.746814
  nChanged 3
		SP:Iteration 46Q (15997.430000 sec): 3 clusters
  Score: Raw -423496.018870 + Penalty 2673.810176 = -420822.208693
  nChanged 3
		SP:Iteration 47Q (15997.440000 sec): 3 clusters
  Score: Raw -423497.744358 + Penalty 2673.810176 = -420823.934182
  nChanged 1
		SP:Iteration 48Q (15997.450000 sec): 3 clusters
  Score: Raw -423498.499926 + Penalty 2673.810176 = -420824.689750
  nChanged 0
		SP:Iteration 49F (15997.460000 sec): 3 clusters
  Score: Raw -423498.499926 + Penalty 2673.810176 = -420824.689750
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15997.810000 sec): 2 clusters
  Score: Raw -13082030.898534 + Penalty 1887.527566 = -13080143.370968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15998.110000 sec): 3 clusters
  Score: Raw -13009626.825260 + Penalty 3775.055132 = -13005851.770127
  nChanged 53195
		SP:Iteration 1F (15998.400000 sec): 3 clusters
  Score: Raw -13040533.025216 + Penalty 3775.055132 = -13036757.970084
  nChanged 3215
		SP:Iteration 2Q (15998.700000 sec): 3 clusters
  Score: Raw -13041226.936054 + Penalty 3775.055132 = -13037451.880922
  nChanged 3303
		SP:Iteration 3Q (15999.000000 sec): 3 clusters
  Score: Raw -13041998.913443 + Penalty 3775.055132 = -13038223.858311
  nChanged 3624
		SP:Iteration 4Q (15999.300000 sec): 3 clusters
  Score: Raw -13043007.310498 + Penalty 3775.055132 = -13039232.255365
  nChanged 4321
		SP:Iteration 5Q (15999.590000 sec): 3 clusters
  Score: Raw -13044583.684202 + Penalty 3775.055132 = -13040808.629070
  nChanged 5495
		SP:Iteration 6Q (15999.890000 sec): 3 clusters
  Score: Raw -13047146.371139 + Penalty 3775.055132 = -13043371.316007
  nChanged 6814
		SP:Iteration 7F (16000.190000 sec): 3 clusters
  Score: Raw -13051070.633252 + Penalty 3775.055132 = -13047295.578120
  nChanged 7718
		SP:Iteration 8F (16000.480000 sec): 3 clusters
  Score: Raw -13056209.828287 + Penalty 3775.055132 = -13052434.773155
  nChanged 7666
		SP:Iteration 9F (16000.770000 sec): 3 clusters
  Score: Raw -13061804.817599 + Penalty 3775.055132 = -13058029.762467
  nChanged 6558
		SP:Iteration 10F (16001.070000 sec): 3 clusters
  Score: Raw -13066813.168239 + Penalty 3775.055132 = -13063038.113106
  nChanged 5236
		SP:Iteration 11Q (16001.370000 sec): 3 clusters
  Score: Raw -13071017.048527 + Penalty 3775.055132 = -13067241.993395
  nChanged 3845
		SP:Iteration 12Q (16001.650000 sec): 3 clusters
  Score: Raw -13073968.494512 + Penalty 3775.055132 = -13070193.439380
  nChanged 2841
		SP:Iteration 13Q (16001.930000 sec): 3 clusters
  Score: Raw -13075954.547146 + Penalty 3775.055132 = -13072179.492013
  nChanged 2183
		SP:Iteration 14Q (16002.190000 sec): 3 clusters
  Score: Raw -13077273.940573 + Penalty 3775.055132 = -13073498.885441
  nChanged 1780
		SP:Iteration 15Q (16002.440000 sec): 3 clusters
  Score: Raw -13078248.195927 + Penalty 3775.055132 = -13074473.140794
  nChanged 1488
		SP:Iteration 16Q (16002.680000 sec): 3 clusters
  Score: Raw -13079003.319289 + Penalty 3775.055132 = -13075228.264156
  nChanged 1272
		SP:Iteration 17Q (16002.920000 sec): 3 clusters
  Score: Raw -13079624.130157 + Penalty 3775.055132 = -13075849.075025
  nChanged 1061
		SP:Iteration 18Q (16003.150000 sec): 3 clusters
  Score: Raw -13080137.227195 + Penalty 3775.055132 = -13076362.172063
  nChanged 956
		SP:Iteration 19Q (16003.380000 sec): 3 clusters
  Score: Raw -13080581.615812 + Penalty 3775.055132 = -13076806.560679
  nChanged 805
		SP:Iteration 20F (16003.670000 sec): 3 clusters
  Score: Raw -13080960.448765 + Penalty 3775.055132 = -13077185.393633
  nChanged 686
		SP:Iteration 21Q (16003.900000 sec): 3 clusters
  Score: Raw -13081259.202991 + Penalty 3775.055132 = -13077484.147859
  nChanged 560
		SP:Iteration 22Q (16004.120000 sec): 3 clusters
  Score: Raw -13081497.376272 + Penalty 3775.055132 = -13077722.321140
  nChanged 474
		SP:Iteration 23Q (16004.340000 sec): 3 clusters
  Score: Raw -13081682.891000 + Penalty 3775.055132 = -13077907.835868
  nChanged 377
		SP:Iteration 24Q (16004.560000 sec): 3 clusters
  Score: Raw -13081811.981844 + Penalty 3775.055132 = -13078036.926712
  nChanged 307
		SP:Iteration 25Q (16004.770000 sec): 3 clusters
  Score: Raw -13081908.897283 + Penalty 3775.055132 = -13078133.842151
  nChanged 255
		SP:Iteration 26Q (16004.990000 sec): 3 clusters
  Score: Raw -13081988.129956 + Penalty 3775.055132 = -13078213.074824
  nChanged 214
		SP:Iteration 27Q (16005.200000 sec): 3 clusters
  Score: Raw -13082052.039502 + Penalty 3775.055132 = -13078276.984370
  nChanged 187
		SP:Iteration 28Q (16005.410000 sec): 3 clusters
  Score: Raw -13082105.568430 + Penalty 3775.055132 = -13078330.513298
  nChanged 178
		SP:Iteration 29Q (16005.620000 sec): 3 clusters
  Score: Raw -13082152.132438 + Penalty 3775.055132 = -13078377.077306
  nChanged 144
		SP:Iteration 30Q (16005.840000 sec): 3 clusters
  Score: Raw -13082192.239244 + Penalty 3775.055132 = -13078417.184112
  nChanged 135
		SP:Iteration 31Q (16006.050000 sec): 3 clusters
  Score: Raw -13082228.121473 + Penalty 3775.055132 = -13078453.066341
  nChanged 121
		SP:Iteration 32Q (16006.260000 sec): 3 clusters
  Score: Raw -13082260.044527 + Penalty 3775.055132 = -13078484.989395
  nChanged 92
		SP:Iteration 33Q (16006.470000 sec): 3 clusters
  Score: Raw -13082281.400654 + Penalty 3775.055132 = -13078506.345522
  nChanged 80
		SP:Iteration 34Q (16006.680000 sec): 3 clusters
  Score: Raw -13082302.607302 + Penalty 3775.055132 = -13078527.552170
  nChanged 82
		SP:Iteration 35Q (16006.900000 sec): 3 clusters
  Score: Raw -13082324.148374 + Penalty 3775.055132 = -13078549.093241
  nChanged 83
		SP:Iteration 36Q (16007.110000 sec): 3 clusters
  Score: Raw -13082347.028965 + Penalty 3775.055132 = -13078571.973833
  nChanged 66
		SP:Iteration 37Q (16007.320000 sec): 3 clusters
  Score: Raw -13082360.189045 + Penalty 3775.055132 = -13078585.133913
  nChanged 62
		SP:Iteration 38Q (16007.530000 sec): 3 clusters
  Score: Raw -13082373.438899 + Penalty 3775.055132 = -13078598.383766
  nChanged 55
		SP:Iteration 39Q (16007.730000 sec): 3 clusters
  Score: Raw -13082385.095459 + Penalty 3775.055132 = -13078610.040327
  nChanged 53
		SP:Iteration 40F (16008.020000 sec): 3 clusters
  Score: Raw -13082393.565452 + Penalty 3775.055132 = -13078618.510320
  nChanged 34
		SP:Iteration 41Q (16008.230000 sec): 3 clusters
  Score: Raw -13082400.365384 + Penalty 3775.055132 = -13078625.310252
  nChanged 35
		SP:Iteration 42Q (16008.430000 sec): 3 clusters
  Score: Raw -13082405.598142 + Penalty 3775.055132 = -13078630.543010
  nChanged 28
		SP:Iteration 43Q (16008.640000 sec): 3 clusters
  Score: Raw -13082410.205482 + Penalty 3775.055132 = -13078635.150350
  nChanged 31
		SP:Iteration 44Q (16008.850000 sec): 3 clusters
  Score: Raw -13082414.754119 + Penalty 3775.055132 = -13078639.698987
  nChanged 21
		SP:Iteration 45Q (16009.050000 sec): 3 clusters
  Score: Raw -13082418.685253 + Penalty 3775.055132 = -13078643.630121
  nChanged 25
		SP:Iteration 46Q (16009.260000 sec): 3 clusters
  Score: Raw -13082423.741064 + Penalty 3775.055132 = -13078648.685932
  nChanged 29
		SP:Iteration 47Q (16009.460000 sec): 3 clusters
  Score: Raw -13082429.645272 + Penalty 3775.055132 = -13078654.590140
  nChanged 25
		SP:Iteration 48Q (16009.670000 sec): 3 clusters
  Score: Raw -13082435.436554 + Penalty 3775.055132 = -13078660.381422
  nChanged 26
		SP:Iteration 49Q (16009.870000 sec): 3 clusters
  Score: Raw -13082440.053557 + Penalty 3775.055132 = -13078664.998425
  nChanged 17
		SP:Iteration 50Q (16010.080000 sec): 3 clusters
  Score: Raw -13082442.977204 + Penalty 3775.055132 = -13078667.922072
  nChanged 14
		SP:Iteration 51Q (16010.290000 sec): 3 clusters
  Score: Raw -13082445.465093 + Penalty 3775.055132 = -13078670.409961
  nChanged 9
		SP:Iteration 52Q (16010.490000 sec): 3 clusters
  Score: Raw -13082447.210396 + Penalty 3775.055132 = -13078672.155264
  nChanged 12
		SP:Iteration 53Q (16010.690000 sec): 3 clusters
  Score: Raw -13082449.879673 + Penalty 3775.055132 = -13078674.824541
  nChanged 14
		SP:Iteration 54Q (16010.900000 sec): 3 clusters
  Score: Raw -13082452.728928 + Penalty 3775.055132 = -13078677.673796
  nChanged 15
		SP:Iteration 55Q (16011.110000 sec): 3 clusters
  Score: Raw -13082455.351439 + Penalty 3775.055132 = -13078680.296307
  nChanged 7
		SP:Iteration 56Q (16011.310000 sec): 3 clusters
  Score: Raw -13082456.479165 + Penalty 3775.055132 = -13078681.424033
  nChanged 8
		SP:Iteration 57Q (16011.510000 sec): 3 clusters
  Score: Raw -13082457.822678 + Penalty 3775.055132 = -13078682.767546
  nChanged 5
		SP:Iteration 58Q (16011.730000 sec): 3 clusters
  Score: Raw -13082458.999283 + Penalty 3775.055132 = -13078683.944151
  nChanged 4
		SP:Iteration 59Q (16011.930000 sec): 3 clusters
  Score: Raw -13082459.915532 + Penalty 3775.055132 = -13078684.860400
  nChanged 5
		SP:Iteration 60F (16012.220000 sec): 3 clusters
  Score: Raw -13082461.243948 + Penalty 3775.055132 = -13078686.188816
  nChanged 9
		SP:Iteration 61Q (16012.430000 sec): 3 clusters
  Score: Raw -13082463.040573 + Penalty 3775.055132 = -13078687.985440
  nChanged 7
		SP:Iteration 62Q (16012.640000 sec): 3 clusters
  Score: Raw -13082464.494345 + Penalty 3775.055132 = -13078689.439213
  nChanged 8
		SP:Iteration 63Q (16012.850000 sec): 3 clusters
  Score: Raw -13082465.702982 + Penalty 3775.055132 = -13078690.647850
  nChanged 8
		SP:Iteration 64Q (16013.050000 sec): 3 clusters
  Score: Raw -13082467.079088 + Penalty 3775.055132 = -13078692.023956
  nChanged 8
		SP:Iteration 65Q (16013.260000 sec): 3 clusters
  Score: Raw -13082468.421803 + Penalty 3775.055132 = -13078693.366671
  nChanged 13
		SP:Iteration 66Q (16013.470000 sec): 3 clusters
  Score: Raw -13082471.584058 + Penalty 3775.055132 = -13078696.528926
  nChanged 11
		SP:Iteration 67Q (16013.670000 sec): 3 clusters
  Score: Raw -13082474.389388 + Penalty 3775.055132 = -13078699.334256
  nChanged 13
		SP:Iteration 68Q (16013.880000 sec): 3 clusters
  Score: Raw -13082476.886123 + Penalty 3775.055132 = -13078701.830991
  nChanged 12
		SP:Iteration 69Q (16014.090000 sec): 3 clusters
  Score: Raw -13082480.129565 + Penalty 3775.055132 = -13078705.074433
  nChanged 12
		SP:Iteration 70Q (16014.300000 sec): 3 clusters
  Score: Raw -13082482.488203 + Penalty 3775.055132 = -13078707.433071
  nChanged 7
		SP:Iteration 71Q (16014.510000 sec): 3 clusters
  Score: Raw -13082483.579760 + Penalty 3775.055132 = -13078708.524628
  nChanged 8
		SP:Iteration 72Q (16014.720000 sec): 3 clusters
  Score: Raw -13082484.539941 + Penalty 3775.055132 = -13078709.484809
  nChanged 4
		SP:Iteration 73Q (16014.930000 sec): 3 clusters
  Score: Raw -13082484.919068 + Penalty 3775.055132 = -13078709.863936
  nChanged 0
		SP:Iteration 74F (16015.220000 sec): 3 clusters
  Score: Raw -13082484.919068 + Penalty 3775.055132 = -13078709.863936
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (7128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16015.310000 sec): 2 clusters
  Score: Raw -748049.587452 + Penalty 1441.665220 = -746607.922232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16015.330000 sec): 3 clusters
  Score: Raw -744123.369684 + Penalty 2883.330440 = -741240.039244
  nChanged 3039
		SP:Iteration 1F (16015.350000 sec): 3 clusters
  Score: Raw -745895.107188 + Penalty 2883.330440 = -743011.776748
  nChanged 623
		SP:Iteration 2F (16015.370000 sec): 3 clusters
  Score: Raw -746350.250318 + Penalty 2883.330440 = -743466.919878
  nChanged 539
		SP:Iteration 3F (16015.390000 sec): 3 clusters
  Score: Raw -746795.292326 + Penalty 2883.330440 = -743911.961886
  nChanged 511
		SP:Iteration 4F (16015.400000 sec): 3 clusters
  Score: Raw -747242.012654 + Penalty 2883.330440 = -744358.682214
  nChanged 495
		SP:Iteration 5F (16015.420000 sec): 3 clusters
  Score: Raw -747680.222133 + Penalty 2883.330440 = -744796.891693
  nChanged 422
		SP:Iteration 6F (16015.440000 sec): 3 clusters
  Score: Raw -748015.985272 + Penalty 2883.330440 = -745132.654832
  nChanged 359
		SP:Iteration 7F (16015.460000 sec): 3 clusters
  Score: Raw -748293.397135 + Penalty 2883.330440 = -745410.066695
  nChanged 304
		SP:Iteration 8Q (16015.470000 sec): 3 clusters
  Score: Raw -748515.185260 + Penalty 2883.330440 = -745631.854820
  nChanged 238
		SP:Iteration 9Q (16015.490000 sec): 3 clusters
  Score: Raw -748647.451741 + Penalty 2883.330440 = -745764.121301
  nChanged 175
		SP:Iteration 10Q (16015.510000 sec): 3 clusters
  Score: Raw -748740.655614 + Penalty 2883.330440 = -745857.325174
  nChanged 139
		SP:Iteration 11Q (16015.530000 sec): 3 clusters
  Score: Raw -748817.641550 + Penalty 2883.330440 = -745934.311110
  nChanged 132
		SP:Iteration 12Q (16015.540000 sec): 3 clusters
  Score: Raw -748891.589066 + Penalty 2883.330440 = -746008.258627
  nChanged 108
		SP:Iteration 13Q (16015.560000 sec): 3 clusters
  Score: Raw -748936.572651 + Penalty 2883.330440 = -746053.242211
  nChanged 78
		SP:Iteration 14Q (16015.580000 sec): 3 clusters
  Score: Raw -748963.171533 + Penalty 2883.330440 = -746079.841093
  nChanged 72
		SP:Iteration 15Q (16015.590000 sec): 3 clusters
  Score: Raw -748981.299318 + Penalty 2883.330440 = -746097.968878
  nChanged 50
		SP:Iteration 16Q (16015.610000 sec): 3 clusters
  Score: Raw -748995.059681 + Penalty 2883.330440 = -746111.729241
  nChanged 44
		SP:Iteration 17Q (16015.630000 sec): 3 clusters
  Score: Raw -749007.257093 + Penalty 2883.330440 = -746123.926653
  nChanged 57
		SP:Iteration 18Q (16015.650000 sec): 3 clusters
  Score: Raw -749023.644270 + Penalty 2883.330440 = -746140.313830
  nChanged 47
		SP:Iteration 19Q (16015.660000 sec): 3 clusters
  Score: Raw -749036.197997 + Penalty 2883.330440 = -746152.867557
  nChanged 33
		SP:Iteration 20F (16015.680000 sec): 3 clusters
  Score: Raw -749044.102200 + Penalty 2883.330440 = -746160.771760
  nChanged 31
		SP:Iteration 21Q (16015.700000 sec): 3 clusters
  Score: Raw -749049.502024 + Penalty 2883.330440 = -746166.171584
  nChanged 28
		SP:Iteration 22Q (16015.710000 sec): 3 clusters
  Score: Raw -749057.246903 + Penalty 2883.330440 = -746173.916463
  nChanged 35
		SP:Iteration 23Q (16015.730000 sec): 3 clusters
  Score: Raw -749064.705718 + Penalty 2883.330440 = -746181.375278
  nChanged 27
		SP:Iteration 24Q (16015.750000 sec): 3 clusters
  Score: Raw -749071.173295 + Penalty 2883.330440 = -746187.842855
  nChanged 31
		SP:Iteration 25Q (16015.770000 sec): 3 clusters
  Score: Raw -749078.731514 + Penalty 2883.330440 = -746195.401074
  nChanged 34
		SP:Iteration 26Q (16015.780000 sec): 3 clusters
  Score: Raw -749087.480307 + Penalty 2883.330440 = -746204.149867
  nChanged 36
		SP:Iteration 27Q (16015.800000 sec): 3 clusters
  Score: Raw -749099.677910 + Penalty 2883.330440 = -746216.347470
  nChanged 51
		SP:Iteration 28Q (16015.820000 sec): 3 clusters
  Score: Raw -749122.264416 + Penalty 2883.330440 = -746238.933976
  nChanged 54
		SP:Iteration 29Q (16015.830000 sec): 3 clusters
  Score: Raw -749148.240033 + Penalty 2883.330440 = -746264.909593
  nChanged 57
		SP:Iteration 30Q (16015.850000 sec): 3 clusters
  Score: Raw -749185.154328 + Penalty 2883.330440 = -746301.823888
  nChanged 72
		SP:Iteration 31Q (16015.870000 sec): 3 clusters
  Score: Raw -749216.811344 + Penalty 2883.330440 = -746333.480904
  nChanged 55
		SP:Iteration 32Q (16015.890000 sec): 3 clusters
  Score: Raw -749236.209071 + Penalty 2883.330440 = -746352.878631
  nChanged 46
		SP:Iteration 33Q (16015.900000 sec): 3 clusters
  Score: Raw -749249.519192 + Penalty 2883.330440 = -746366.188752
  nChanged 37
		SP:Iteration 34Q (16015.920000 sec): 3 clusters
  Score: Raw -749261.798006 + Penalty 2883.330440 = -746378.467566
  nChanged 44
		SP:Iteration 35Q (16015.940000 sec): 3 clusters
  Score: Raw -749273.259623 + Penalty 2883.330440 = -746389.929183
  nChanged 35
		SP:Iteration 36Q (16015.950000 sec): 3 clusters
  Score: Raw -749279.936411 + Penalty 2883.330440 = -746396.605971
  nChanged 24
		SP:Iteration 37Q (16015.970000 sec): 3 clusters
  Score: Raw -749283.444489 + Penalty 2883.330440 = -746400.114049
  nChanged 15
		SP:Iteration 38Q (16015.990000 sec): 3 clusters
  Score: Raw -749286.466480 + Penalty 2883.330440 = -746403.136040
  nChanged 20
		SP:Iteration 39Q (16016.000000 sec): 3 clusters
  Score: Raw -749289.851345 + Penalty 2883.330440 = -746406.520905
  nChanged 16
		SP:Iteration 40F (16016.020000 sec): 3 clusters
  Score: Raw -749292.291673 + Penalty 2883.330440 = -746408.961233
  nChanged 11
		SP:Iteration 41Q (16016.040000 sec): 3 clusters
  Score: Raw -749294.365594 + Penalty 2883.330440 = -746411.035154
  nChanged 10
		SP:Iteration 42Q (16016.060000 sec): 3 clusters
  Score: Raw -749296.402651 + Penalty 2883.330440 = -746413.072211
  nChanged 7
		SP:Iteration 43Q (16016.070000 sec): 3 clusters
  Score: Raw -749297.367860 + Penalty 2883.330440 = -746414.037420
  nChanged 8
		SP:Iteration 44Q (16016.090000 sec): 3 clusters
  Score: Raw -749298.356725 + Penalty 2883.330440 = -746415.026285
  nChanged 4
		SP:Iteration 45Q (16016.110000 sec): 3 clusters
  Score: Raw -749298.728110 + Penalty 2883.330440 = -746415.397670
  nChanged 3
		SP:Iteration 46Q (16016.130000 sec): 3 clusters
  Score: Raw -749299.121343 + Penalty 2883.330440 = -746415.790903
  nChanged 3
		SP:Iteration 47Q (16016.140000 sec): 3 clusters
  Score: Raw -749299.433395 + Penalty 2883.330440 = -746416.102955
  nChanged 1
		SP:Iteration 48Q (16016.160000 sec): 3 clusters
  Score: Raw -749299.535473 + Penalty 2883.330440 = -746416.205033
  nChanged 2
		SP:Iteration 49Q (16016.180000 sec): 3 clusters
  Score: Raw -749299.850756 + Penalty 2883.330440 = -746416.520316
  nChanged 4
		SP:Iteration 50Q (16016.190000 sec): 3 clusters
  Score: Raw -749300.467126 + Penalty 2883.330440 = -746417.136686
  nChanged 5
		SP:Iteration 51Q (16016.210000 sec): 3 clusters
  Score: Raw -749301.076538 + Penalty 2883.330440 = -746417.746098
  nChanged 7
		SP:Iteration 52Q (16016.230000 sec): 3 clusters
  Score: Raw -749302.176788 + Penalty 2883.330440 = -746418.846348
  nChanged 11
		SP:Iteration 53Q (16016.250000 sec): 3 clusters
  Score: Raw -749304.257469 + Penalty 2883.330440 = -746420.927029
  nChanged 13
		SP:Iteration 54Q (16016.260000 sec): 3 clusters
  Score: Raw -749307.810271 + Penalty 2883.330440 = -746424.479831
  nChanged 10
		SP:Iteration 55Q (16016.280000 sec): 3 clusters
  Score: Raw -749309.976757 + Penalty 2883.330440 = -746426.646317
  nChanged 5
		SP:Iteration 56Q (16016.290000 sec): 3 clusters
  Score: Raw -749310.723357 + Penalty 2883.330440 = -746427.392917
  nChanged 2
		SP:Iteration 57Q (16016.310000 sec): 3 clusters
  Score: Raw -749311.181401 + Penalty 2883.330440 = -746427.850961
  nChanged 2
		SP:Iteration 58Q (16016.330000 sec): 3 clusters
  Score: Raw -749311.587840 + Penalty 2883.330440 = -746428.257400
  nChanged 4
		SP:Iteration 59Q (16016.350000 sec): 3 clusters
  Score: Raw -749312.043824 + Penalty 2883.330440 = -746428.713384
  nChanged 2
		SP:Iteration 60F (16016.360000 sec): 3 clusters
  Score: Raw -749312.437875 + Penalty 2883.330440 = -746429.107435
  nChanged 2
		SP:Iteration 61Q (16016.380000 sec): 3 clusters
  Score: Raw -749312.661431 + Penalty 2883.330440 = -746429.330992
  nChanged 4
		SP:Iteration 62Q (16016.400000 sec): 3 clusters
  Score: Raw -749313.258713 + Penalty 2883.330440 = -746429.928273
  nChanged 2
		SP:Iteration 63Q (16016.410000 sec): 3 clusters
  Score: Raw -749313.515619 + Penalty 2883.330440 = -746430.185179
  nChanged 1
		SP:Iteration 64Q (16016.430000 sec): 3 clusters
  Score: Raw -749313.626201 + Penalty 2883.330440 = -746430.295761
  nChanged 1
		SP:Iteration 65Q (16016.450000 sec): 3 clusters
  Score: Raw -749313.691625 + Penalty 2883.330440 = -746430.361185
  nChanged 2
		SP:Iteration 66Q (16016.460000 sec): 3 clusters
  Score: Raw -749313.854718 + Penalty 2883.330440 = -746430.524278
  nChanged 2
		SP:Iteration 67Q (16016.480000 sec): 3 clusters
  Score: Raw -749313.990826 + Penalty 2883.330440 = -746430.660386
  nChanged 2
		SP:Iteration 68Q (16016.500000 sec): 3 clusters
  Score: Raw -749314.161100 + Penalty 2883.330440 = -746430.830660
  nChanged 1
		SP:Iteration 69Q (16016.510000 sec): 3 clusters
  Score: Raw -749314.217116 + Penalty 2883.330440 = -746430.886677
  nChanged 0
		SP:Iteration 70F (16016.530000 sec): 3 clusters
  Score: Raw -749314.217116 + Penalty 2883.330440 = -746430.886677
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16016.550000 sec): 2 clusters
  Score: Raw -348985.688411 + Penalty 1303.400754 = -347682.287657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16016.550000 sec): 3 clusters
  Score: Raw -347590.647999 + Penalty 2606.801509 = -344983.846491
  nChanged 1157
		SP:Iteration 1F (16016.560000 sec): 3 clusters
  Score: Raw -348231.306431 + Penalty 2606.801509 = -345624.504922
  nChanged 223
		SP:Iteration 2F (16016.570000 sec): 3 clusters
  Score: Raw -348393.127580 + Penalty 2606.801509 = -345786.326071
  nChanged 189
		SP:Iteration 3F (16016.570000 sec): 3 clusters
  Score: Raw -348528.024997 + Penalty 2606.801509 = -345921.223488
  nChanged 184
		SP:Iteration 4F (16016.580000 sec): 3 clusters
  Score: Raw -348673.259252 + Penalty 2606.801509 = -346066.457743
  nChanged 190
		SP:Iteration 5F (16016.590000 sec): 3 clusters
  Score: Raw -348851.509174 + Penalty 2606.801509 = -346244.707665
  nChanged 198
		SP:Iteration 6F (16016.600000 sec): 3 clusters
  Score: Raw -349056.004225 + Penalty 2606.801509 = -346449.202716
  nChanged 190
		SP:Iteration 7F (16016.610000 sec): 3 clusters
  Score: Raw -349255.995669 + Penalty 2606.801509 = -346649.194160
  nChanged 156
		SP:Iteration 8F (16016.610000 sec): 3 clusters
  Score: Raw -349460.344628 + Penalty 2606.801509 = -346853.543119
  nChanged 154
		SP:Iteration 9F (16016.620000 sec): 3 clusters
  Score: Raw -349647.029320 + Penalty 2606.801509 = -347040.227811
  nChanged 109
		SP:Iteration 10Q (16016.630000 sec): 3 clusters
  Score: Raw -349756.992714 + Penalty 2606.801509 = -347150.191205
  nChanged 67
		SP:Iteration 11Q (16016.630000 sec): 3 clusters
  Score: Raw -349801.486594 + Penalty 2606.801509 = -347194.685085
  nChanged 39
		SP:Iteration 12Q (16016.640000 sec): 3 clusters
  Score: Raw -349824.112203 + Penalty 2606.801509 = -347217.310694
  nChanged 24
		SP:Iteration 13Q (16016.650000 sec): 3 clusters
  Score: Raw -349838.050275 + Penalty 2606.801509 = -347231.248766
  nChanged 16
		SP:Iteration 14Q (16016.660000 sec): 3 clusters
  Score: Raw -349846.142013 + Penalty 2606.801509 = -347239.340504
  nChanged 10
		SP:Iteration 15Q (16016.670000 sec): 3 clusters
  Score: Raw -349851.193258 + Penalty 2606.801509 = -347244.391749
  nChanged 8
		SP:Iteration 16Q (16016.670000 sec): 3 clusters
  Score: Raw -349855.418139 + Penalty 2606.801509 = -347248.616630
  nChanged 8
		SP:Iteration 17Q (16016.680000 sec): 3 clusters
  Score: Raw -349859.362096 + Penalty 2606.801509 = -347252.560588
  nChanged 6
		SP:Iteration 18Q (16016.690000 sec): 3 clusters
  Score: Raw -349861.758966 + Penalty 2606.801509 = -347254.957458
  nChanged 1
		SP:Iteration 19Q (16016.690000 sec): 3 clusters
  Score: Raw -349862.220530 + Penalty 2606.801509 = -347255.419021
  nChanged 2
		SP:Iteration 20F (16016.700000 sec): 3 clusters
  Score: Raw -349863.288354 + Penalty 2606.801509 = -347256.486845
  nChanged 4
		SP:Iteration 21Q (16016.710000 sec): 3 clusters
  Score: Raw -349865.316735 + Penalty 2606.801509 = -347258.515226
  nChanged 4
		SP:Iteration 22Q (16016.720000 sec): 3 clusters
  Score: Raw -349866.812381 + Penalty 2606.801509 = -347260.010873
  nChanged 2
		SP:Iteration 23Q (16016.730000 sec): 3 clusters
  Score: Raw -349867.638181 + Penalty 2606.801509 = -347260.836673
  nChanged 0
		SP:Iteration 24F (16016.730000 sec): 3 clusters
  Score: Raw -349867.638181 + Penalty 2606.801509 = -347260.836673
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16016.750000 sec): 2 clusters
  Score: Raw -352694.123155 + Penalty 1314.441178 = -351379.681976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16016.750000 sec): 3 clusters
  Score: Raw -351139.646949 + Penalty 2628.882356 = -348510.764592
  nChanged 1240
		SP:Iteration 1F (16016.760000 sec): 3 clusters
  Score: Raw -351861.314460 + Penalty 2628.882356 = -349232.432104
  nChanged 244
		SP:Iteration 2F (16016.770000 sec): 3 clusters
  Score: Raw -352021.152805 + Penalty 2628.882356 = -349392.270449
  nChanged 184
		SP:Iteration 3F (16016.780000 sec): 3 clusters
  Score: Raw -352141.074512 + Penalty 2628.882356 = -349512.192156
  nChanged 146
		SP:Iteration 4Q (16016.790000 sec): 3 clusters
  Score: Raw -352239.551937 + Penalty 2628.882356 = -349610.669580
  nChanged 118
		SP:Iteration 5Q (16016.790000 sec): 3 clusters
  Score: Raw -352323.576176 + Penalty 2628.882356 = -349694.693820
  nChanged 116
		SP:Iteration 6Q (16016.800000 sec): 3 clusters
  Score: Raw -352409.236812 + Penalty 2628.882356 = -349780.354456
  nChanged 114
		SP:Iteration 7Q (16016.810000 sec): 3 clusters
  Score: Raw -352471.085509 + Penalty 2628.882356 = -349842.203153
  nChanged 87
		SP:Iteration 8Q (16016.820000 sec): 3 clusters
  Score: Raw -352524.658448 + Penalty 2628.882356 = -349895.776091
  nChanged 85
		SP:Iteration 9Q (16016.830000 sec): 3 clusters
  Score: Raw -352576.531899 + Penalty 2628.882356 = -349947.649543
  nChanged 69
		SP:Iteration 10Q (16016.830000 sec): 3 clusters
  Score: Raw -352621.188960 + Penalty 2628.882356 = -349992.306603
  nChanged 68
		SP:Iteration 11Q (16016.840000 sec): 3 clusters
  Score: Raw -352658.802825 + Penalty 2628.882356 = -350029.920469
  nChanged 57
		SP:Iteration 12Q (16016.850000 sec): 3 clusters
  Score: Raw -352685.377286 + Penalty 2628.882356 = -350056.494930
  nChanged 52
		SP:Iteration 13Q (16016.860000 sec): 3 clusters
  Score: Raw -352710.122652 + Penalty 2628.882356 = -350081.240295
  nChanged 38
		SP:Iteration 14Q (16016.870000 sec): 3 clusters
  Score: Raw -352725.322257 + Penalty 2628.882356 = -350096.439900
  nChanged 25
		SP:Iteration 15Q (16016.870000 sec): 3 clusters
  Score: Raw -352737.212465 + Penalty 2628.882356 = -350108.330108
  nChanged 24
		SP:Iteration 16Q (16016.880000 sec): 3 clusters
  Score: Raw -352746.051410 + Penalty 2628.882356 = -350117.169053
  nChanged 26
		SP:Iteration 17Q (16016.890000 sec): 3 clusters
  Score: Raw -352755.078217 + Penalty 2628.882356 = -350126.195860
  nChanged 22
		SP:Iteration 18Q (16016.890000 sec): 3 clusters
  Score: Raw -352762.092647 + Penalty 2628.882356 = -350133.210291
  nChanged 17
		SP:Iteration 19Q (16016.900000 sec): 3 clusters
  Score: Raw -352767.656450 + Penalty 2628.882356 = -350138.774094
  nChanged 15
		SP:Iteration 20F (16016.910000 sec): 3 clusters
  Score: Raw -352773.315372 + Penalty 2628.882356 = -350144.433016
  nChanged 16
		SP:Iteration 21Q (16016.920000 sec): 3 clusters
  Score: Raw -352780.689230 + Penalty 2628.882356 = -350151.806874
  nChanged 15
		SP:Iteration 22Q (16016.930000 sec): 3 clusters
  Score: Raw -352785.666628 + Penalty 2628.882356 = -350156.784272
  nChanged 13
		SP:Iteration 23Q (16016.930000 sec): 3 clusters
  Score: Raw -352790.456057 + Penalty 2628.882356 = -350161.573700
  nChanged 15
		SP:Iteration 24Q (16016.940000 sec): 3 clusters
  Score: Raw -352797.049495 + Penalty 2628.882356 = -350168.167138
  nChanged 17
		SP:Iteration 25Q (16016.950000 sec): 3 clusters
  Score: Raw -352804.618198 + Penalty 2628.882356 = -350175.735841
  nChanged 17
		SP:Iteration 26Q (16016.960000 sec): 3 clusters
  Score: Raw -352810.000185 + Penalty 2628.882356 = -350181.117829
  nChanged 16
		SP:Iteration 27Q (16016.970000 sec): 3 clusters
  Score: Raw -352815.647694 + Penalty 2628.882356 = -350186.765337
  nChanged 16
		SP:Iteration 28Q (16016.970000 sec): 3 clusters
  Score: Raw -352823.647532 + Penalty 2628.882356 = -350194.765175
  nChanged 21
		SP:Iteration 29Q (16016.980000 sec): 3 clusters
  Score: Raw -352831.893933 + Penalty 2628.882356 = -350203.011577
  nChanged 21
		SP:Iteration 30Q (16016.990000 sec): 3 clusters
  Score: Raw -352842.583566 + Penalty 2628.882356 = -350213.701210
  nChanged 30
		SP:Iteration 31Q (16017.000000 sec): 3 clusters
  Score: Raw -352854.551750 + Penalty 2628.882356 = -350225.669393
  nChanged 26
		SP:Iteration 32Q (16017.010000 sec): 3 clusters
  Score: Raw -352866.841901 + Penalty 2628.882356 = -350237.959544
  nChanged 32
		SP:Iteration 33Q (16017.010000 sec): 3 clusters
  Score: Raw -352881.079167 + Penalty 2628.882356 = -350252.196810
  nChanged 29
		SP:Iteration 34Q (16017.020000 sec): 3 clusters
  Score: Raw -352900.610833 + Penalty 2628.882356 = -350271.728476
  nChanged 32
		SP:Iteration 35Q (16017.030000 sec): 3 clusters
  Score: Raw -352922.240519 + Penalty 2628.882356 = -350293.358163
  nChanged 36
		SP:Iteration 36Q (16017.030000 sec): 3 clusters
  Score: Raw -352951.667858 + Penalty 2628.882356 = -350322.785502
  nChanged 49
		SP:Iteration 37Q (16017.040000 sec): 3 clusters
  Score: Raw -352993.781069 + Penalty 2628.882356 = -350364.898713
  nChanged 53
		SP:Iteration 38Q (16017.050000 sec): 3 clusters
  Score: Raw -353043.295186 + Penalty 2628.882356 = -350414.412830
  nChanged 47
		SP:Iteration 39Q (16017.060000 sec): 3 clusters
  Score: Raw -353088.951066 + Penalty 2628.882356 = -350460.068710
  nChanged 54
		SP:Iteration 40F (16017.070000 sec): 3 clusters
  Score: Raw -353137.314337 + Penalty 2628.882356 = -350508.431980
  nChanged 51
		SP:Iteration 41Q (16017.070000 sec): 3 clusters
  Score: Raw -353183.006782 + Penalty 2628.882356 = -350554.124425
  nChanged 52
		SP:Iteration 42Q (16017.080000 sec): 3 clusters
  Score: Raw -353225.340678 + Penalty 2628.882356 = -350596.458321
  nChanged 49
		SP:Iteration 43Q (16017.090000 sec): 3 clusters
  Score: Raw -353253.538616 + Penalty 2628.882356 = -350624.656259
  nChanged 33
		SP:Iteration 44Q (16017.090000 sec): 3 clusters
  Score: Raw -353268.370940 + Penalty 2628.882356 = -350639.488583
  nChanged 23
		SP:Iteration 45Q (16017.100000 sec): 3 clusters
  Score: Raw -353277.541359 + Penalty 2628.882356 = -350648.659003
  nChanged 23
		SP:Iteration 46Q (16017.110000 sec): 3 clusters
  Score: Raw -353286.494158 + Penalty 2628.882356 = -350657.611802
  nChanged 21
		SP:Iteration 47Q (16017.120000 sec): 3 clusters
  Score: Raw -353296.120388 + Penalty 2628.882356 = -350667.238032
  nChanged 16
		SP:Iteration 48Q (16017.120000 sec): 3 clusters
  Score: Raw -353303.116546 + Penalty 2628.882356 = -350674.234190
  nChanged 15
		SP:Iteration 49Q (16017.130000 sec): 3 clusters
  Score: Raw -353307.622486 + Penalty 2628.882356 = -350678.740130
  nChanged 8
		SP:Iteration 50Q (16017.140000 sec): 3 clusters
  Score: Raw -353310.603417 + Penalty 2628.882356 = -350681.721060
  nChanged 8
		SP:Iteration 51Q (16017.150000 sec): 3 clusters
  Score: Raw -353312.597570 + Penalty 2628.882356 = -350683.715214
  nChanged 5
		SP:Iteration 52Q (16017.150000 sec): 3 clusters
  Score: Raw -353313.594656 + Penalty 2628.882356 = -350684.712299
  nChanged 5
		SP:Iteration 53Q (16017.160000 sec): 3 clusters
  Score: Raw -353315.287610 + Penalty 2628.882356 = -350686.405253
  nChanged 6
		SP:Iteration 54Q (16017.170000 sec): 3 clusters
  Score: Raw -353316.904168 + Penalty 2628.882356 = -350688.021811
  nChanged 4
		SP:Iteration 55Q (16017.170000 sec): 3 clusters
  Score: Raw -353318.882028 + Penalty 2628.882356 = -350689.999671
  nChanged 4
		SP:Iteration 56Q (16017.180000 sec): 3 clusters
  Score: Raw -353321.146413 + Penalty 2628.882356 = -350692.264057
  nChanged 7
		SP:Iteration 57Q (16017.190000 sec): 3 clusters
  Score: Raw -353322.634523 + Penalty 2628.882356 = -350693.752167
  nChanged 2
		SP:Iteration 58Q (16017.190000 sec): 3 clusters
  Score: Raw -353323.065763 + Penalty 2628.882356 = -350694.183406
  nChanged 3
		SP:Iteration 59Q (16017.200000 sec): 3 clusters
  Score: Raw -353324.245796 + Penalty 2628.882356 = -350695.363439
  nChanged 3
		SP:Iteration 60F (16017.210000 sec): 3 clusters
  Score: Raw -353325.481338 + Penalty 2628.882356 = -350696.598981
  nChanged 1
		SP:Iteration 61Q (16017.210000 sec): 3 clusters
  Score: Raw -353325.525218 + Penalty 2628.882356 = -350696.642861
  nChanged 0
		SP:Iteration 62F (16017.220000 sec): 3 clusters
  Score: Raw -353325.525218 + Penalty 2628.882356 = -350696.642861
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (8714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16017.250000 sec): 2 clusters
  Score: Raw -1044262.361322 + Penalty 1474.311509 = -1042788.049813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16017.270000 sec): 3 clusters
  Score: Raw -1039366.960410 + Penalty 2948.623017 = -1036418.337393
  nChanged 3822
		SP:Iteration 1F (16017.300000 sec): 3 clusters
  Score: Raw -1041463.731694 + Penalty 2948.623017 = -1038515.108677
  nChanged 573
		SP:Iteration 2F (16017.320000 sec): 3 clusters
  Score: Raw -1041743.383496 + Penalty 2948.623017 = -1038794.760479
  nChanged 482
		SP:Iteration 3F (16017.340000 sec): 3 clusters
  Score: Raw -1041982.033762 + Penalty 2948.623017 = -1039033.410745
  nChanged 437
		SP:Iteration 4F (16017.360000 sec): 3 clusters
  Score: Raw -1042212.540354 + Penalty 2948.623017 = -1039263.917336
  nChanged 425
		SP:Iteration 5Q (16017.380000 sec): 3 clusters
  Score: Raw -1042443.418183 + Penalty 2948.623017 = -1039494.795166
  nChanged 420
		SP:Iteration 6Q (16017.410000 sec): 3 clusters
  Score: Raw -1042655.184359 + Penalty 2948.623017 = -1039706.561342
  nChanged 375
		SP:Iteration 7Q (16017.430000 sec): 3 clusters
  Score: Raw -1042855.590752 + Penalty 2948.623017 = -1039906.967735
  nChanged 395
		SP:Iteration 8Q (16017.450000 sec): 3 clusters
  Score: Raw -1043077.066988 + Penalty 2948.623017 = -1040128.443971
  nChanged 384
		SP:Iteration 9Q (16017.470000 sec): 3 clusters
  Score: Raw -1043307.489203 + Penalty 2948.623017 = -1040358.866186
  nChanged 359
		SP:Iteration 10Q (16017.490000 sec): 3 clusters
  Score: Raw -1043558.885893 + Penalty 2948.623017 = -1040610.262875
  nChanged 338
		SP:Iteration 11Q (16017.510000 sec): 3 clusters
  Score: Raw -1043816.318525 + Penalty 2948.623017 = -1040867.695508
  nChanged 303
		SP:Iteration 12Q (16017.530000 sec): 3 clusters
  Score: Raw -1044063.461859 + Penalty 2948.623017 = -1041114.838842
  nChanged 234
		SP:Iteration 13Q (16017.560000 sec): 3 clusters
  Score: Raw -1044271.063880 + Penalty 2948.623017 = -1041322.440862
  nChanged 151
		SP:Iteration 14Q (16017.580000 sec): 3 clusters
  Score: Raw -1044416.354981 + Penalty 2948.623017 = -1041467.731964
  nChanged 119
		SP:Iteration 15Q (16017.600000 sec): 3 clusters
  Score: Raw -1044539.655907 + Penalty 2948.623017 = -1041591.032890
  nChanged 106
		SP:Iteration 16Q (16017.620000 sec): 3 clusters
  Score: Raw -1044620.222064 + Penalty 2948.623017 = -1041671.599047
  nChanged 83
		SP:Iteration 17Q (16017.640000 sec): 3 clusters
  Score: Raw -1044687.882649 + Penalty 2948.623017 = -1041739.259632
  nChanged 74
		SP:Iteration 18Q (16017.650000 sec): 3 clusters
  Score: Raw -1044742.071279 + Penalty 2948.623017 = -1041793.448262
  nChanged 65
		SP:Iteration 19Q (16017.670000 sec): 3 clusters
  Score: Raw -1044810.326073 + Penalty 2948.623017 = -1041861.703056
  nChanged 62
		SP:Iteration 20F (16017.690000 sec): 3 clusters
  Score: Raw -1044861.962373 + Penalty 2948.623017 = -1041913.339356
  nChanged 62
		SP:Iteration 21Q (16017.710000 sec): 3 clusters
  Score: Raw -1044907.527166 + Penalty 2948.623017 = -1041958.904148
  nChanged 56
		SP:Iteration 22Q (16017.730000 sec): 3 clusters
  Score: Raw -1044949.433576 + Penalty 2948.623017 = -1042000.810558
  nChanged 44
		SP:Iteration 23Q (16017.750000 sec): 3 clusters
  Score: Raw -1044979.424041 + Penalty 2948.623017 = -1042030.801024
  nChanged 40
		SP:Iteration 24Q (16017.760000 sec): 3 clusters
  Score: Raw -1044996.601304 + Penalty 2948.623017 = -1042047.978286
  nChanged 27
		SP:Iteration 25Q (16017.780000 sec): 3 clusters
  Score: Raw -1045005.122480 + Penalty 2948.623017 = -1042056.499463
  nChanged 10
		SP:Iteration 26Q (16017.790000 sec): 3 clusters
  Score: Raw -1045008.215144 + Penalty 2948.623017 = -1042059.592127
  nChanged 9
		SP:Iteration 27Q (16017.810000 sec): 3 clusters
  Score: Raw -1045012.241709 + Penalty 2948.623017 = -1042063.618692
  nChanged 9
		SP:Iteration 28Q (16017.830000 sec): 3 clusters
  Score: Raw -1045016.575055 + Penalty 2948.623017 = -1042067.952038
  nChanged 12
		SP:Iteration 29Q (16017.850000 sec): 3 clusters
  Score: Raw -1045020.207124 + Penalty 2948.623017 = -1042071.584107
  nChanged 8
		SP:Iteration 30Q (16017.860000 sec): 3 clusters
  Score: Raw -1045022.534092 + Penalty 2948.623017 = -1042073.911074
  nChanged 8
		SP:Iteration 31Q (16017.880000 sec): 3 clusters
  Score: Raw -1045025.565088 + Penalty 2948.623017 = -1042076.942071
  nChanged 8
		SP:Iteration 32Q (16017.890000 sec): 3 clusters
  Score: Raw -1045027.073512 + Penalty 2948.623017 = -1042078.450495
  nChanged 1
		SP:Iteration 33Q (16017.910000 sec): 3 clusters
  Score: Raw -1045027.598425 + Penalty 2948.623017 = -1042078.975408
  nChanged 4
		SP:Iteration 34Q (16017.930000 sec): 3 clusters
  Score: Raw -1045028.613522 + Penalty 2948.623017 = -1042079.990505
  nChanged 2
		SP:Iteration 35Q (16017.950000 sec): 3 clusters
  Score: Raw -1045029.596353 + Penalty 2948.623017 = -1042080.973336
  nChanged 2
		SP:Iteration 36Q (16017.960000 sec): 3 clusters
  Score: Raw -1045031.073201 + Penalty 2948.623017 = -1042082.450184
  nChanged 4
		SP:Iteration 37Q (16017.980000 sec): 3 clusters
  Score: Raw -1045032.488846 + Penalty 2948.623017 = -1042083.865829
  nChanged 3
		SP:Iteration 38Q (16017.990000 sec): 3 clusters
  Score: Raw -1045033.212603 + Penalty 2948.623017 = -1042084.589586
  nChanged 2
		SP:Iteration 39Q (16018.010000 sec): 3 clusters
  Score: Raw -1045033.980092 + Penalty 2948.623017 = -1042085.357074
  nChanged 0
		SP:Iteration 40F (16018.030000 sec): 3 clusters
  Score: Raw -1045033.980092 + Penalty 2948.623017 = -1042085.357074
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16018.040000 sec): 2 clusters
  Score: Raw -144594.531580 + Penalty 1167.502237 = -143427.029343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16018.050000 sec): 3 clusters
  Score: Raw -144125.276841 + Penalty 2335.004475 = -141790.272367
  nChanged 439
		SP:Iteration 1F (16018.050000 sec): 3 clusters
  Score: Raw -144461.458514 + Penalty 2335.004475 = -142126.454039
  nChanged 109
		SP:Iteration 2F (16018.050000 sec): 3 clusters
  Score: Raw -144594.418247 + Penalty 2335.004475 = -142259.413773
  nChanged 65
		SP:Iteration 3Q (16018.060000 sec): 3 clusters
  Score: Raw -144660.160605 + Penalty 2335.004475 = -142325.156130
  nChanged 40
		SP:Iteration 4Q (16018.060000 sec): 3 clusters
  Score: Raw -144694.925351 + Penalty 2335.004475 = -142359.920877
  nChanged 28
		SP:Iteration 5Q (16018.060000 sec): 3 clusters
  Score: Raw -144719.068218 + Penalty 2335.004475 = -142384.063743
  nChanged 22
		SP:Iteration 6Q (16018.070000 sec): 3 clusters
  Score: Raw -144739.004156 + Penalty 2335.004475 = -142403.999682
  nChanged 20
		SP:Iteration 7Q (16018.070000 sec): 3 clusters
  Score: Raw -144760.203318 + Penalty 2335.004475 = -142425.198844
  nChanged 23
		SP:Iteration 8Q (16018.070000 sec): 3 clusters
  Score: Raw -144782.455993 + Penalty 2335.004475 = -142447.451518
  nChanged 19
		SP:Iteration 9Q (16018.070000 sec): 3 clusters
  Score: Raw -144797.358170 + Penalty 2335.004475 = -142462.353695
  nChanged 16
		SP:Iteration 10Q (16018.080000 sec): 3 clusters
  Score: Raw -144809.844709 + Penalty 2335.004475 = -142474.840234
  nChanged 12
		SP:Iteration 11Q (16018.080000 sec): 3 clusters
  Score: Raw -144824.616873 + Penalty 2335.004475 = -142489.612399
  nChanged 8
		SP:Iteration 12Q (16018.090000 sec): 3 clusters
  Score: Raw -144830.695626 + Penalty 2335.004475 = -142495.691151
  nChanged 8
		SP:Iteration 13Q (16018.090000 sec): 3 clusters
  Score: Raw -144836.257749 + Penalty 2335.004475 = -142501.253274
  nChanged 7
		SP:Iteration 14Q (16018.090000 sec): 3 clusters
  Score: Raw -144842.388136 + Penalty 2335.004475 = -142507.383661
  nChanged 5
		SP:Iteration 15Q (16018.090000 sec): 3 clusters
  Score: Raw -144845.950607 + Penalty 2335.004475 = -142510.946133
  nChanged 4
		SP:Iteration 16Q (16018.100000 sec): 3 clusters
  Score: Raw -144849.085267 + Penalty 2335.004475 = -142514.080792
  nChanged 4
		SP:Iteration 17Q (16018.100000 sec): 3 clusters
  Score: Raw -144851.017289 + Penalty 2335.004475 = -142516.012815
  nChanged 0
		SP:Iteration 18F (16018.110000 sec): 3 clusters
  Score: Raw -144851.017289 + Penalty 2335.004475 = -142516.012815
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (42435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16018.230000 sec): 2 clusters
  Score: Raw -4866331.466261 + Penalty 1731.555926 = -4864599.910336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16018.350000 sec): 3 clusters
  Score: Raw -4839696.519741 + Penalty 3463.111851 = -4836233.407890
  nChanged 19826
		SP:Iteration 1F (16018.460000 sec): 3 clusters
  Score: Raw -4850780.794411 + Penalty 3463.111851 = -4847317.682560
  nChanged 1652
		SP:Iteration 2Q (16018.570000 sec): 3 clusters
  Score: Raw -4851271.990025 + Penalty 3463.111851 = -4847808.878174
  nChanged 1679
		SP:Iteration 3Q (16018.690000 sec): 3 clusters
  Score: Raw -4851814.343845 + Penalty 3463.111851 = -4848351.231994
  nChanged 1713
		SP:Iteration 4Q (16018.800000 sec): 3 clusters
  Score: Raw -4852423.582975 + Penalty 3463.111851 = -4848960.471124
  nChanged 1807
		SP:Iteration 5Q (16018.910000 sec): 3 clusters
  Score: Raw -4853121.897521 + Penalty 3463.111851 = -4849658.785670
  nChanged 1930
		SP:Iteration 6Q (16019.030000 sec): 3 clusters
  Score: Raw -4853962.459536 + Penalty 3463.111851 = -4850499.347685
  nChanged 2103
		SP:Iteration 7Q (16019.140000 sec): 3 clusters
  Score: Raw -4855055.815208 + Penalty 3463.111851 = -4851592.703357
  nChanged 2244
		SP:Iteration 8F (16019.250000 sec): 3 clusters
  Score: Raw -4856418.653849 + Penalty 3463.111851 = -4852955.541998
  nChanged 2367
		SP:Iteration 9F (16019.370000 sec): 3 clusters
  Score: Raw -4858068.853341 + Penalty 3463.111851 = -4854605.741490
  nChanged 2333
		SP:Iteration 10F (16019.480000 sec): 3 clusters
  Score: Raw -4859602.740018 + Penalty 3463.111851 = -4856139.628167
  nChanged 1971
		SP:Iteration 11Q (16019.590000 sec): 3 clusters
  Score: Raw -4860658.057248 + Penalty 3463.111851 = -4857194.945397
  nChanged 1461
		SP:Iteration 12Q (16019.700000 sec): 3 clusters
  Score: Raw -4861203.851315 + Penalty 3463.111851 = -4857740.739464
  nChanged 931
		SP:Iteration 13Q (16019.810000 sec): 3 clusters
  Score: Raw -4861497.525671 + Penalty 3463.111851 = -4858034.413820
  nChanged 715
		SP:Iteration 14Q (16019.920000 sec): 3 clusters
  Score: Raw -4861713.545817 + Penalty 3463.111851 = -4858250.433966
  nChanged 617
		SP:Iteration 15Q (16020.030000 sec): 3 clusters
  Score: Raw -4861905.619550 + Penalty 3463.111851 = -4858442.507699
  nChanged 598
		SP:Iteration 16Q (16020.140000 sec): 3 clusters
  Score: Raw -4862108.628858 + Penalty 3463.111851 = -4858645.517007
  nChanged 620
		SP:Iteration 17Q (16020.240000 sec): 3 clusters
  Score: Raw -4862335.542228 + Penalty 3463.111851 = -4858872.430377
  nChanged 673
		SP:Iteration 18Q (16020.350000 sec): 3 clusters
  Score: Raw -4862598.410296 + Penalty 3463.111851 = -4859135.298445
  nChanged 659
		SP:Iteration 19Q (16020.460000 sec): 3 clusters
  Score: Raw -4862888.279904 + Penalty 3463.111851 = -4859425.168053
  nChanged 674
		SP:Iteration 20F (16020.570000 sec): 3 clusters
  Score: Raw -4863225.131086 + Penalty 3463.111851 = -4859762.019235
  nChanged 690
		SP:Iteration 21Q (16020.670000 sec): 3 clusters
  Score: Raw -4863635.224273 + Penalty 3463.111851 = -4860172.112422
  nChanged 745
		SP:Iteration 22Q (16020.780000 sec): 3 clusters
  Score: Raw -4864119.780505 + Penalty 3463.111851 = -4860656.668654
  nChanged 754
		SP:Iteration 23Q (16020.890000 sec): 3 clusters
  Score: Raw -4864637.813270 + Penalty 3463.111851 = -4861174.701419
  nChanged 724
		SP:Iteration 24Q (16020.990000 sec): 3 clusters
  Score: Raw -4865074.939896 + Penalty 3463.111851 = -4861611.828045
  nChanged 648
		SP:Iteration 25Q (16021.090000 sec): 3 clusters
  Score: Raw -4865382.006472 + Penalty 3463.111851 = -4861918.894621
  nChanged 521
		SP:Iteration 26Q (16021.190000 sec): 3 clusters
  Score: Raw -4865571.515446 + Penalty 3463.111851 = -4862108.403595
  nChanged 390
		SP:Iteration 27Q (16021.290000 sec): 3 clusters
  Score: Raw -4865676.552253 + Penalty 3463.111851 = -4862213.440402
  nChanged 293
		SP:Iteration 28Q (16021.390000 sec): 3 clusters
  Score: Raw -4865741.809196 + Penalty 3463.111851 = -4862278.697345
  nChanged 225
		SP:Iteration 29Q (16021.480000 sec): 3 clusters
  Score: Raw -4865783.942667 + Penalty 3463.111851 = -4862320.830816
  nChanged 170
		SP:Iteration 30Q (16021.580000 sec): 3 clusters
  Score: Raw -4865804.894265 + Penalty 3463.111851 = -4862341.782414
  nChanged 108
		SP:Iteration 31Q (16021.680000 sec): 3 clusters
  Score: Raw -4865815.023748 + Penalty 3463.111851 = -4862351.911897
  nChanged 90
		SP:Iteration 32Q (16021.780000 sec): 3 clusters
  Score: Raw -4865824.450321 + Penalty 3463.111851 = -4862361.338470
  nChanged 82
		SP:Iteration 33Q (16021.870000 sec): 3 clusters
  Score: Raw -4865831.907897 + Penalty 3463.111851 = -4862368.796046
  nChanged 77
		SP:Iteration 34Q (16021.960000 sec): 3 clusters
  Score: Raw -4865837.708649 + Penalty 3463.111851 = -4862374.596798
  nChanged 50
		SP:Iteration 35Q (16022.060000 sec): 3 clusters
  Score: Raw -4865840.923386 + Penalty 3463.111851 = -4862377.811535
  nChanged 49
		SP:Iteration 36Q (16022.150000 sec): 3 clusters
  Score: Raw -4865843.936047 + Penalty 3463.111851 = -4862380.824196
  nChanged 44
		SP:Iteration 37Q (16022.250000 sec): 3 clusters
  Score: Raw -4865847.242997 + Penalty 3463.111851 = -4862384.131146
  nChanged 45
		SP:Iteration 38Q (16022.340000 sec): 3 clusters
  Score: Raw -4865850.092829 + Penalty 3463.111851 = -4862386.980978
  nChanged 41
		SP:Iteration 39Q (16022.440000 sec): 3 clusters
  Score: Raw -4865852.679772 + Penalty 3463.111851 = -4862389.567921
  nChanged 40
		SP:Iteration 40F (16022.550000 sec): 3 clusters
  Score: Raw -4865855.002269 + Penalty 3463.111851 = -4862391.890418
  nChanged 32
		SP:Iteration 41Q (16022.640000 sec): 3 clusters
  Score: Raw -4865856.851585 + Penalty 3463.111851 = -4862393.739734
  nChanged 35
		SP:Iteration 42Q (16022.740000 sec): 3 clusters
  Score: Raw -4865858.903501 + Penalty 3463.111851 = -4862395.791650
  nChanged 33
		SP:Iteration 43Q (16022.830000 sec): 3 clusters
  Score: Raw -4865861.047604 + Penalty 3463.111851 = -4862397.935753
  nChanged 26
		SP:Iteration 44Q (16022.920000 sec): 3 clusters
  Score: Raw -4865862.627707 + Penalty 3463.111851 = -4862399.515856
  nChanged 31
		SP:Iteration 45Q (16023.010000 sec): 3 clusters
  Score: Raw -4865864.130790 + Penalty 3463.111851 = -4862401.018939
  nChanged 19
		SP:Iteration 46Q (16023.110000 sec): 3 clusters
  Score: Raw -4865864.969428 + Penalty 3463.111851 = -4862401.857577
  nChanged 19
		SP:Iteration 47Q (16023.200000 sec): 3 clusters
  Score: Raw -4865865.958418 + Penalty 3463.111851 = -4862402.846567
  nChanged 17
		SP:Iteration 48Q (16023.290000 sec): 3 clusters
  Score: Raw -4865866.704337 + Penalty 3463.111851 = -4862403.592486
  nChanged 22
		SP:Iteration 49Q (16023.380000 sec): 3 clusters
  Score: Raw -4865867.675145 + Penalty 3463.111851 = -4862404.563294
  nChanged 16
		SP:Iteration 50Q (16023.480000 sec): 3 clusters
  Score: Raw -4865868.147956 + Penalty 3463.111851 = -4862405.036105
  nChanged 6
		SP:Iteration 51Q (16023.570000 sec): 3 clusters
  Score: Raw -4865868.330498 + Penalty 3463.111851 = -4862405.218647
  nChanged 9
		SP:Iteration 52Q (16023.660000 sec): 3 clusters
  Score: Raw -4865868.619120 + Penalty 3463.111851 = -4862405.507269
  nChanged 7
		SP:Iteration 53Q (16023.760000 sec): 3 clusters
  Score: Raw -4865868.915359 + Penalty 3463.111851 = -4862405.803507
  nChanged 4
		SP:Iteration 54Q (16023.850000 sec): 3 clusters
  Score: Raw -4865869.010994 + Penalty 3463.111851 = -4862405.899143
  nChanged 1
		SP:Iteration 55Q (16023.940000 sec): 3 clusters
  Score: Raw -4865869.037479 + Penalty 3463.111851 = -4862405.925628
  nChanged 2
		SP:Iteration 56Q (16024.030000 sec): 3 clusters
  Score: Raw -4865869.072361 + Penalty 3463.111851 = -4862405.960510
  nChanged 1
		SP:Iteration 57Q (16024.130000 sec): 3 clusters
  Score: Raw -4865869.126541 + Penalty 3463.111851 = -4862406.014690
  nChanged 1
		SP:Iteration 58Q (16024.220000 sec): 3 clusters
  Score: Raw -4865869.182722 + Penalty 3463.111851 = -4862406.070870
  nChanged 1
		SP:Iteration 59Q (16024.320000 sec): 3 clusters
  Score: Raw -4865869.198551 + Penalty 3463.111851 = -4862406.086699
  nChanged 1
		SP:Iteration 60F (16024.420000 sec): 3 clusters
  Score: Raw -4865869.217808 + Penalty 3463.111851 = -4862406.105957
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16024.450000 sec): 2 clusters
  Score: Raw -50915.511921 + Penalty 1003.578431 = -49911.933489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16024.450000 sec): 3 clusters
  Score: Raw -50954.329917 + Penalty 2007.156863 = -48947.173054
  nChanged 121
		SP:Iteration 1F (16024.450000 sec): 3 clusters
  Score: Raw -51138.326956 + Penalty 2007.156863 = -49131.170093
  nChanged 36
		SP:Iteration 2F (16024.450000 sec): 3 clusters
  Score: Raw -51228.469557 + Penalty 2007.156863 = -49221.312694
  nChanged 18
		SP:Iteration 3Q (16024.460000 sec): 3 clusters
  Score: Raw -51256.429148 + Penalty 2007.156863 = -49249.272285
  nChanged 14
		SP:Iteration 4Q (16024.460000 sec): 3 clusters
  Score: Raw -51274.999191 + Penalty 2007.156863 = -49267.842328
  nChanged 11
		SP:Iteration 5Q (16024.460000 sec): 3 clusters
  Score: Raw -51288.491636 + Penalty 2007.156863 = -49281.334773
  nChanged 6
		SP:Iteration 6Q (16024.460000 sec): 3 clusters
  Score: Raw -51294.983004 + Penalty 2007.156863 = -49287.826141
  nChanged 7
		SP:Iteration 7Q (16024.460000 sec): 3 clusters
  Score: Raw -51304.168804 + Penalty 2007.156863 = -49297.011942
  nChanged 2
		SP:Iteration 8Q (16024.460000 sec): 3 clusters
  Score: Raw -51311.351942 + Penalty 2007.156863 = -49304.195080
  nChanged 3
		SP:Iteration 9Q (16024.460000 sec): 3 clusters
  Score: Raw -51319.075527 + Penalty 2007.156863 = -49311.918665
  nChanged 1
		SP:Iteration 10Q (16024.460000 sec): 3 clusters
  Score: Raw -51319.813081 + Penalty 2007.156863 = -49312.656218
  nChanged 0
		SP:Iteration 11F (16024.460000 sec): 3 clusters
  Score: Raw -51319.813081 + Penalty 2007.156863 = -49312.656218
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (25820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16024.540000 sec): 2 clusters
  Score: Raw -3181838.592791 + Penalty 1650.822008 = -3180187.770783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16024.600000 sec): 3 clusters
  Score: Raw -3165881.336323 + Penalty 3301.644016 = -3162579.692307
  nChanged 11838
		SP:Iteration 1F (16024.670000 sec): 3 clusters
  Score: Raw -3172382.242482 + Penalty 3301.644016 = -3169080.598466
  nChanged 1308
		SP:Iteration 2F (16024.740000 sec): 3 clusters
  Score: Raw -3172905.493113 + Penalty 3301.644016 = -3169603.849097
  nChanged 1412
		SP:Iteration 3F (16024.800000 sec): 3 clusters
  Score: Raw -3173608.027154 + Penalty 3301.644016 = -3170306.383138
  nChanged 1599
		SP:Iteration 4F (16024.870000 sec): 3 clusters
  Score: Raw -3174617.389444 + Penalty 3301.644016 = -3171315.745428
  nChanged 1871
		SP:Iteration 5F (16024.940000 sec): 3 clusters
  Score: Raw -3176078.478335 + Penalty 3301.644016 = -3172776.834319
  nChanged 2089
		SP:Iteration 6F (16025.010000 sec): 3 clusters
  Score: Raw -3177992.326257 + Penalty 3301.644016 = -3174690.682241
  nChanged 1752
		SP:Iteration 7F (16025.070000 sec): 3 clusters
  Score: Raw -3179672.069531 + Penalty 3301.644016 = -3176370.425516
  nChanged 1191
		SP:Iteration 8Q (16025.140000 sec): 3 clusters
  Score: Raw -3180813.983571 + Penalty 3301.644016 = -3177512.339555
  nChanged 618
		SP:Iteration 9Q (16025.200000 sec): 3 clusters
  Score: Raw -3181395.249703 + Penalty 3301.644016 = -3178093.605687
  nChanged 310
		SP:Iteration 10Q (16025.250000 sec): 3 clusters
  Score: Raw -3181691.338352 + Penalty 3301.644016 = -3178389.694336
  nChanged 151
		SP:Iteration 11Q (16025.300000 sec): 3 clusters
  Score: Raw -3181835.975514 + Penalty 3301.644016 = -3178534.331498
  nChanged 77
		SP:Iteration 12Q (16025.350000 sec): 3 clusters
  Score: Raw -3181915.497175 + Penalty 3301.644016 = -3178613.853159
  nChanged 44
		SP:Iteration 13Q (16025.400000 sec): 3 clusters
  Score: Raw -3181961.452188 + Penalty 3301.644016 = -3178659.808172
  nChanged 30
		SP:Iteration 14Q (16025.450000 sec): 3 clusters
  Score: Raw -3181997.561559 + Penalty 3301.644016 = -3178695.917543
  nChanged 24
		SP:Iteration 15Q (16025.500000 sec): 3 clusters
  Score: Raw -3182025.803127 + Penalty 3301.644016 = -3178724.159111
  nChanged 21
		SP:Iteration 16Q (16025.540000 sec): 3 clusters
  Score: Raw -3182047.303752 + Penalty 3301.644016 = -3178745.659736
  nChanged 11
		SP:Iteration 17Q (16025.590000 sec): 3 clusters
  Score: Raw -3182059.826103 + Penalty 3301.644016 = -3178758.182087
  nChanged 11
		SP:Iteration 18Q (16025.640000 sec): 3 clusters
  Score: Raw -3182068.166931 + Penalty 3301.644016 = -3178766.522915
  nChanged 6
		SP:Iteration 19Q (16025.680000 sec): 3 clusters
  Score: Raw -3182072.610354 + Penalty 3301.644016 = -3178770.966338
  nChanged 5
		SP:Iteration 20F (16025.750000 sec): 3 clusters
  Score: Raw -3182077.276648 + Penalty 3301.644016 = -3178775.632632
  nChanged 2
		SP:Iteration 21Q (16025.800000 sec): 3 clusters
  Score: Raw -3182078.951460 + Penalty 3301.644016 = -3178777.307444
  nChanged 3
		SP:Iteration 22Q (16025.840000 sec): 3 clusters
  Score: Raw -3182081.834460 + Penalty 3301.644016 = -3178780.190444
  nChanged 1
		SP:Iteration 23Q (16025.890000 sec): 3 clusters
  Score: Raw -3182083.464645 + Penalty 3301.644016 = -3178781.820629
  nChanged 0
		SP:Iteration 24F (16025.960000 sec): 3 clusters
  Score: Raw -3182083.464645 + Penalty 3301.644016 = -3178781.820629
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16025.990000 sec): 2 clusters
  Score: Raw -917304.626448 + Penalty 1465.774037 = -915838.852411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16026.010000 sec): 3 clusters
  Score: Raw -912771.835942 + Penalty 2931.548074 = -909840.287867
  nChanged 3498
		SP:Iteration 1F (16026.030000 sec): 3 clusters
  Score: Raw -914659.108011 + Penalty 2931.548074 = -911727.559937
  nChanged 510
		SP:Iteration 2F (16026.050000 sec): 3 clusters
  Score: Raw -914892.787318 + Penalty 2931.548074 = -911961.239244
  nChanged 405
		SP:Iteration 3Q (16026.070000 sec): 3 clusters
  Score: Raw -915100.866712 + Penalty 2931.548074 = -912169.318638
  nChanged 391
		SP:Iteration 4Q (16026.090000 sec): 3 clusters
  Score: Raw -915318.320347 + Penalty 2931.548074 = -912386.772273
  nChanged 379
		SP:Iteration 5Q (16026.110000 sec): 3 clusters
  Score: Raw -915534.467601 + Penalty 2931.548074 = -912602.919527
  nChanged 400
		SP:Iteration 6Q (16026.140000 sec): 3 clusters
  Score: Raw -915767.727915 + Penalty 2931.548074 = -912836.179840
  nChanged 407
		SP:Iteration 7Q (16026.160000 sec): 3 clusters
  Score: Raw -916024.529404 + Penalty 2931.548074 = -913092.981330
  nChanged 417
		SP:Iteration 8F (16026.180000 sec): 3 clusters
  Score: Raw -916301.615899 + Penalty 2931.548074 = -913370.067825
  nChanged 387
		SP:Iteration 9Q (16026.200000 sec): 3 clusters
  Score: Raw -916546.781490 + Penalty 2931.548074 = -913615.233416
  nChanged 338
		SP:Iteration 10Q (16026.220000 sec): 3 clusters
  Score: Raw -916761.517132 + Penalty 2931.548074 = -913829.969058
  nChanged 326
		SP:Iteration 11Q (16026.240000 sec): 3 clusters
  Score: Raw -916948.685213 + Penalty 2931.548074 = -914017.137139
  nChanged 244
		SP:Iteration 12Q (16026.260000 sec): 3 clusters
  Score: Raw -917066.940703 + Penalty 2931.548074 = -914135.392629
  nChanged 197
		SP:Iteration 13Q (16026.280000 sec): 3 clusters
  Score: Raw -917154.131373 + Penalty 2931.548074 = -914222.583298
  nChanged 163
		SP:Iteration 14Q (16026.300000 sec): 3 clusters
  Score: Raw -917226.742442 + Penalty 2931.548074 = -914295.194367
  nChanged 133
		SP:Iteration 15Q (16026.320000 sec): 3 clusters
  Score: Raw -917283.289893 + Penalty 2931.548074 = -914351.741819
  nChanged 124
		SP:Iteration 16Q (16026.340000 sec): 3 clusters
  Score: Raw -917335.551695 + Penalty 2931.548074 = -914404.003620
  nChanged 111
		SP:Iteration 17Q (16026.360000 sec): 3 clusters
  Score: Raw -917381.426160 + Penalty 2931.548074 = -914449.878086
  nChanged 91
		SP:Iteration 18Q (16026.380000 sec): 3 clusters
  Score: Raw -917413.897196 + Penalty 2931.548074 = -914482.349122
  nChanged 72
		SP:Iteration 19Q (16026.400000 sec): 3 clusters
  Score: Raw -917443.398887 + Penalty 2931.548074 = -914511.850812
  nChanged 58
		SP:Iteration 20F (16026.420000 sec): 3 clusters
  Score: Raw -917473.149222 + Penalty 2931.548074 = -914541.601147
  nChanged 58
		SP:Iteration 21Q (16026.440000 sec): 3 clusters
  Score: Raw -917495.087210 + Penalty 2931.548074 = -914563.539136
  nChanged 48
		SP:Iteration 22Q (16026.460000 sec): 3 clusters
  Score: Raw -917510.796994 + Penalty 2931.548074 = -914579.248920
  nChanged 43
		SP:Iteration 23Q (16026.480000 sec): 3 clusters
  Score: Raw -917524.351128 + Penalty 2931.548074 = -914592.803054
  nChanged 30
		SP:Iteration 24Q (16026.500000 sec): 3 clusters
  Score: Raw -917533.766482 + Penalty 2931.548074 = -914602.218408
  nChanged 29
		SP:Iteration 25Q (16026.520000 sec): 3 clusters
  Score: Raw -917543.248307 + Penalty 2931.548074 = -914611.700233
  nChanged 38
		SP:Iteration 26Q (16026.540000 sec): 3 clusters
  Score: Raw -917551.662410 + Penalty 2931.548074 = -914620.114336
  nChanged 22
		SP:Iteration 27Q (16026.550000 sec): 3 clusters
  Score: Raw -917556.449182 + Penalty 2931.548074 = -914624.901108
  nChanged 16
		SP:Iteration 28Q (16026.570000 sec): 3 clusters
  Score: Raw -917559.948015 + Penalty 2931.548074 = -914628.399941
  nChanged 14
		SP:Iteration 29Q (16026.590000 sec): 3 clusters
  Score: Raw -917563.930043 + Penalty 2931.548074 = -914632.381969
  nChanged 17
		SP:Iteration 30Q (16026.610000 sec): 3 clusters
  Score: Raw -917571.306512 + Penalty 2931.548074 = -914639.758438
  nChanged 30
		SP:Iteration 31Q (16026.630000 sec): 3 clusters
  Score: Raw -917581.434820 + Penalty 2931.548074 = -914649.886746
  nChanged 26
		SP:Iteration 32Q (16026.650000 sec): 3 clusters
  Score: Raw -917587.206378 + Penalty 2931.548074 = -914655.658304
  nChanged 18
		SP:Iteration 33Q (16026.670000 sec): 3 clusters
  Score: Raw -917591.401109 + Penalty 2931.548074 = -914659.853035
  nChanged 20
		SP:Iteration 34Q (16026.690000 sec): 3 clusters
  Score: Raw -917594.843668 + Penalty 2931.548074 = -914663.295593
  nChanged 15
		SP:Iteration 35Q (16026.710000 sec): 3 clusters
  Score: Raw -917598.633332 + Penalty 2931.548074 = -914667.085258
  nChanged 20
		SP:Iteration 36Q (16026.720000 sec): 3 clusters
  Score: Raw -917602.467622 + Penalty 2931.548074 = -914670.919548
  nChanged 18
		SP:Iteration 37Q (16026.740000 sec): 3 clusters
  Score: Raw -917606.356333 + Penalty 2931.548074 = -914674.808259
  nChanged 20
		SP:Iteration 38Q (16026.760000 sec): 3 clusters
  Score: Raw -917614.724623 + Penalty 2931.548074 = -914683.176548
  nChanged 29
		SP:Iteration 39Q (16026.780000 sec): 3 clusters
  Score: Raw -917622.552349 + Penalty 2931.548074 = -914691.004275
  nChanged 26
		SP:Iteration 40F (16026.800000 sec): 3 clusters
  Score: Raw -917630.887689 + Penalty 2931.548074 = -914699.339614
  nChanged 28
		SP:Iteration 41Q (16026.820000 sec): 3 clusters
  Score: Raw -917637.997758 + Penalty 2931.548074 = -914706.449683
  nChanged 22
		SP:Iteration 42Q (16026.830000 sec): 3 clusters
  Score: Raw -917643.501224 + Penalty 2931.548074 = -914711.953149
  nChanged 26
		SP:Iteration 43Q (16026.850000 sec): 3 clusters
  Score: Raw -917651.831673 + Penalty 2931.548074 = -914720.283599
  nChanged 30
		SP:Iteration 44Q (16026.870000 sec): 3 clusters
  Score: Raw -917661.934898 + Penalty 2931.548074 = -914730.386824
  nChanged 34
		SP:Iteration 45Q (16026.890000 sec): 3 clusters
  Score: Raw -917674.152592 + Penalty 2931.548074 = -914742.604517
  nChanged 29
		SP:Iteration 46Q (16026.910000 sec): 3 clusters
  Score: Raw -917686.249017 + Penalty 2931.548074 = -914754.700942
  nChanged 29
		SP:Iteration 47Q (16026.930000 sec): 3 clusters
  Score: Raw -917694.732476 + Penalty 2931.548074 = -914763.184402
  nChanged 25
		SP:Iteration 48Q (16026.940000 sec): 3 clusters
  Score: Raw -917702.533158 + Penalty 2931.548074 = -914770.985084
  nChanged 25
		SP:Iteration 49Q (16026.960000 sec): 3 clusters
  Score: Raw -917707.426454 + Penalty 2931.548074 = -914775.878380
  nChanged 16
		SP:Iteration 50Q (16026.980000 sec): 3 clusters
  Score: Raw -917711.330688 + Penalty 2931.548074 = -914779.782614
  nChanged 17
		SP:Iteration 51Q (16027.000000 sec): 3 clusters
  Score: Raw -917716.709380 + Penalty 2931.548074 = -914785.161306
  nChanged 19
		SP:Iteration 52Q (16027.010000 sec): 3 clusters
  Score: Raw -917722.926295 + Penalty 2931.548074 = -914791.378221
  nChanged 19
		SP:Iteration 53Q (16027.030000 sec): 3 clusters
  Score: Raw -917729.438635 + Penalty 2931.548074 = -914797.890561
  nChanged 19
		SP:Iteration 54Q (16027.050000 sec): 3 clusters
  Score: Raw -917735.906627 + Penalty 2931.548074 = -914804.358552
  nChanged 24
		SP:Iteration 55Q (16027.070000 sec): 3 clusters
  Score: Raw -917745.772281 + Penalty 2931.548074 = -914814.224206
  nChanged 26
		SP:Iteration 56Q (16027.090000 sec): 3 clusters
  Score: Raw -917754.690795 + Penalty 2931.548074 = -914823.142721
  nChanged 18
		SP:Iteration 57Q (16027.100000 sec): 3 clusters
  Score: Raw -917759.512634 + Penalty 2931.548074 = -914827.964560
  nChanged 18
		SP:Iteration 58Q (16027.120000 sec): 3 clusters
  Score: Raw -917763.753609 + Penalty 2931.548074 = -914832.205535
  nChanged 17
		SP:Iteration 59Q (16027.140000 sec): 3 clusters
  Score: Raw -917767.453783 + Penalty 2931.548074 = -914835.905709
  nChanged 8
		SP:Iteration 60F (16027.160000 sec): 3 clusters
  Score: Raw -917769.023134 + Penalty 2931.548074 = -914837.475060
  nChanged 3
		SP:Iteration 61Q (16027.180000 sec): 3 clusters
  Score: Raw -917769.893564 + Penalty 2931.548074 = -914838.345490
  nChanged 5
		SP:Iteration 62Q (16027.200000 sec): 3 clusters
  Score: Raw -917770.958649 + Penalty 2931.548074 = -914839.410575
  nChanged 4
		SP:Iteration 63Q (16027.210000 sec): 3 clusters
  Score: Raw -917772.020711 + Penalty 2931.548074 = -914840.472637
  nChanged 6
		SP:Iteration 64Q (16027.230000 sec): 3 clusters
  Score: Raw -917773.197763 + Penalty 2931.548074 = -914841.649689
  nChanged 4
		SP:Iteration 65Q (16027.250000 sec): 3 clusters
  Score: Raw -917773.714584 + Penalty 2931.548074 = -914842.166510
  nChanged 1
		SP:Iteration 66Q (16027.270000 sec): 3 clusters
  Score: Raw -917773.831405 + Penalty 2931.548074 = -914842.283330
  nChanged 1
		SP:Iteration 67Q (16027.290000 sec): 3 clusters
  Score: Raw -917773.914489 + Penalty 2931.548074 = -914842.366415
  nChanged 0
		SP:Iteration 68F (16027.310000 sec): 3 clusters
  Score: Raw -917773.914489 + Penalty 2931.548074 = -914842.366415
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16027.320000 sec): 2 clusters
  Score: Raw -233409.454662 + Penalty 1245.608767 = -232163.845895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16027.320000 sec): 3 clusters
  Score: Raw -232490.540095 + Penalty 2491.217534 = -229999.322562
  nChanged 766
		SP:Iteration 1F (16027.330000 sec): 3 clusters
  Score: Raw -232956.277759 + Penalty 2491.217534 = -230465.060226
  nChanged 161
		SP:Iteration 2F (16027.330000 sec): 3 clusters
  Score: Raw -233069.355558 + Penalty 2491.217534 = -230578.138024
  nChanged 102
		SP:Iteration 3Q (16027.340000 sec): 3 clusters
  Score: Raw -233134.939386 + Penalty 2491.217534 = -230643.721852
  nChanged 64
		SP:Iteration 4Q (16027.350000 sec): 3 clusters
  Score: Raw -233174.975446 + Penalty 2491.217534 = -230683.757913
  nChanged 53
		SP:Iteration 5Q (16027.350000 sec): 3 clusters
  Score: Raw -233209.551944 + Penalty 2491.217534 = -230718.334410
  nChanged 51
		SP:Iteration 6Q (16027.350000 sec): 3 clusters
  Score: Raw -233238.553821 + Penalty 2491.217534 = -230747.336287
  nChanged 46
		SP:Iteration 7Q (16027.360000 sec): 3 clusters
  Score: Raw -233263.708834 + Penalty 2491.217534 = -230772.491301
  nChanged 32
		SP:Iteration 8Q (16027.370000 sec): 3 clusters
  Score: Raw -233287.690400 + Penalty 2491.217534 = -230796.472866
  nChanged 48
		SP:Iteration 9Q (16027.370000 sec): 3 clusters
  Score: Raw -233316.617129 + Penalty 2491.217534 = -230825.399595
  nChanged 47
		SP:Iteration 10Q (16027.370000 sec): 3 clusters
  Score: Raw -233346.418081 + Penalty 2491.217534 = -230855.200548
  nChanged 46
		SP:Iteration 11Q (16027.380000 sec): 3 clusters
  Score: Raw -233380.659243 + Penalty 2491.217534 = -230889.441709
  nChanged 50
		SP:Iteration 12Q (16027.390000 sec): 3 clusters
  Score: Raw -233422.152384 + Penalty 2491.217534 = -230930.934851
  nChanged 51
		SP:Iteration 13Q (16027.390000 sec): 3 clusters
  Score: Raw -233459.301940 + Penalty 2491.217534 = -230968.084406
  nChanged 45
		SP:Iteration 14Q (16027.400000 sec): 3 clusters
  Score: Raw -233490.697357 + Penalty 2491.217534 = -230999.479823
  nChanged 38
		SP:Iteration 15Q (16027.400000 sec): 3 clusters
  Score: Raw -233520.618887 + Penalty 2491.217534 = -231029.401354
  nChanged 42
		SP:Iteration 16Q (16027.410000 sec): 3 clusters
  Score: Raw -233557.625784 + Penalty 2491.217534 = -231066.408251
  nChanged 37
		SP:Iteration 17Q (16027.410000 sec): 3 clusters
  Score: Raw -233586.171262 + Penalty 2491.217534 = -231094.953728
  nChanged 26
		SP:Iteration 18Q (16027.420000 sec): 3 clusters
  Score: Raw -233609.470413 + Penalty 2491.217534 = -231118.252879
  nChanged 25
		SP:Iteration 19Q (16027.420000 sec): 3 clusters
  Score: Raw -233626.333304 + Penalty 2491.217534 = -231135.115771
  nChanged 24
		SP:Iteration 20F (16027.430000 sec): 3 clusters
  Score: Raw -233645.416540 + Penalty 2491.217534 = -231154.199006
  nChanged 23
		SP:Iteration 21Q (16027.430000 sec): 3 clusters
  Score: Raw -233665.412800 + Penalty 2491.217534 = -231174.195267
  nChanged 21
		SP:Iteration 22Q (16027.440000 sec): 3 clusters
  Score: Raw -233682.436059 + Penalty 2491.217534 = -231191.218526
  nChanged 16
		SP:Iteration 23Q (16027.440000 sec): 3 clusters
  Score: Raw -233694.731345 + Penalty 2491.217534 = -231203.513811
  nChanged 10
		SP:Iteration 24Q (16027.450000 sec): 3 clusters
  Score: Raw -233702.001769 + Penalty 2491.217534 = -231210.784236
  nChanged 10
		SP:Iteration 25Q (16027.450000 sec): 3 clusters
  Score: Raw -233712.637002 + Penalty 2491.217534 = -231221.419468
  nChanged 7
		SP:Iteration 26Q (16027.460000 sec): 3 clusters
  Score: Raw -233718.955740 + Penalty 2491.217534 = -231227.738206
  nChanged 3
		SP:Iteration 27Q (16027.460000 sec): 3 clusters
  Score: Raw -233721.393909 + Penalty 2491.217534 = -231230.176375
  nChanged 7
		SP:Iteration 28Q (16027.470000 sec): 3 clusters
  Score: Raw -233727.615107 + Penalty 2491.217534 = -231236.397573
  nChanged 6
		SP:Iteration 29Q (16027.470000 sec): 3 clusters
  Score: Raw -233731.162217 + Penalty 2491.217534 = -231239.944683
  nChanged 1
		SP:Iteration 30Q (16027.480000 sec): 3 clusters
  Score: Raw -233732.479769 + Penalty 2491.217534 = -231241.262236
  nChanged 3
		SP:Iteration 31Q (16027.480000 sec): 3 clusters
  Score: Raw -233733.839425 + Penalty 2491.217534 = -231242.621892
  nChanged 2
		SP:Iteration 32Q (16027.490000 sec): 3 clusters
  Score: Raw -233734.878308 + Penalty 2491.217534 = -231243.660774
  nChanged 3
		SP:Iteration 33Q (16027.490000 sec): 3 clusters
  Score: Raw -233737.646748 + Penalty 2491.217534 = -231246.429215
  nChanged 2
		SP:Iteration 34Q (16027.500000 sec): 3 clusters
  Score: Raw -233738.730642 + Penalty 2491.217534 = -231247.513109
  nChanged 5
		SP:Iteration 35Q (16027.500000 sec): 3 clusters
  Score: Raw -233742.748047 + Penalty 2491.217534 = -231251.530513
  nChanged 5
		SP:Iteration 36Q (16027.510000 sec): 3 clusters
  Score: Raw -233745.155582 + Penalty 2491.217534 = -231253.938049
  nChanged 1
		SP:Iteration 37Q (16027.510000 sec): 3 clusters
  Score: Raw -233745.600359 + Penalty 2491.217534 = -231254.382825
  nChanged 0
		SP:Iteration 38F (16027.520000 sec): 3 clusters
  Score: Raw -233745.600359 + Penalty 2491.217534 = -231254.382825
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16027.540000 sec): 2 clusters
  Score: Raw -766471.075729 + Penalty 1420.200687 = -765050.875041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16027.550000 sec): 3 clusters
  Score: Raw -763068.730369 + Penalty 2840.401375 = -760228.328995
  nChanged 2588
		SP:Iteration 1F (16027.570000 sec): 3 clusters
  Score: Raw -764494.001658 + Penalty 2840.401375 = -761653.600283
  nChanged 426
		SP:Iteration 2F (16027.590000 sec): 3 clusters
  Score: Raw -764750.952135 + Penalty 2840.401375 = -761910.550760
  nChanged 355
		SP:Iteration 3F (16027.600000 sec): 3 clusters
  Score: Raw -764948.790463 + Penalty 2840.401375 = -762108.389088
  nChanged 286
		SP:Iteration 4Q (16027.610000 sec): 3 clusters
  Score: Raw -765100.950060 + Penalty 2840.401375 = -762260.548685
  nChanged 292
		SP:Iteration 5Q (16027.630000 sec): 3 clusters
  Score: Raw -765253.911968 + Penalty 2840.401375 = -762413.510593
  nChanged 267
		SP:Iteration 6Q (16027.640000 sec): 3 clusters
  Score: Raw -765394.707763 + Penalty 2840.401375 = -762554.306388
  nChanged 237
		SP:Iteration 7Q (16027.660000 sec): 3 clusters
  Score: Raw -765517.677569 + Penalty 2840.401375 = -762677.276194
  nChanged 232
		SP:Iteration 8Q (16027.670000 sec): 3 clusters
  Score: Raw -765648.444999 + Penalty 2840.401375 = -762808.043625
  nChanged 261
		SP:Iteration 9Q (16027.690000 sec): 3 clusters
  Score: Raw -765804.903966 + Penalty 2840.401375 = -762964.502591
  nChanged 259
		SP:Iteration 10Q (16027.710000 sec): 3 clusters
  Score: Raw -765978.031938 + Penalty 2840.401375 = -763137.630563
  nChanged 245
		SP:Iteration 11Q (16027.720000 sec): 3 clusters
  Score: Raw -766140.724377 + Penalty 2840.401375 = -763300.323002
  nChanged 224
		SP:Iteration 12Q (16027.730000 sec): 3 clusters
  Score: Raw -766310.099982 + Penalty 2840.401375 = -763469.698607
  nChanged 197
		SP:Iteration 13Q (16027.750000 sec): 3 clusters
  Score: Raw -766472.755823 + Penalty 2840.401375 = -763632.354448
  nChanged 151
		SP:Iteration 14Q (16027.770000 sec): 3 clusters
  Score: Raw -766596.686200 + Penalty 2840.401375 = -763756.284825
  nChanged 120
		SP:Iteration 15Q (16027.780000 sec): 3 clusters
  Score: Raw -766692.402953 + Penalty 2840.401375 = -763852.001578
  nChanged 91
		SP:Iteration 16Q (16027.790000 sec): 3 clusters
  Score: Raw -766767.125262 + Penalty 2840.401375 = -763926.723888
  nChanged 65
		SP:Iteration 17Q (16027.810000 sec): 3 clusters
  Score: Raw -766809.295953 + Penalty 2840.401375 = -763968.894578
  nChanged 43
		SP:Iteration 18Q (16027.820000 sec): 3 clusters
  Score: Raw -766834.802949 + Penalty 2840.401375 = -763994.401574
  nChanged 33
		SP:Iteration 19Q (16027.830000 sec): 3 clusters
  Score: Raw -766855.897615 + Penalty 2840.401375 = -764015.496241
  nChanged 32
		SP:Iteration 20F (16027.850000 sec): 3 clusters
  Score: Raw -766872.838014 + Penalty 2840.401375 = -764032.436640
  nChanged 25
		SP:Iteration 21Q (16027.870000 sec): 3 clusters
  Score: Raw -766888.311973 + Penalty 2840.401375 = -764047.910598
  nChanged 16
		SP:Iteration 22Q (16027.880000 sec): 3 clusters
  Score: Raw -766895.846487 + Penalty 2840.401375 = -764055.445112
  nChanged 15
		SP:Iteration 23Q (16027.890000 sec): 3 clusters
  Score: Raw -766902.424319 + Penalty 2840.401375 = -764062.022945
  nChanged 11
		SP:Iteration 24Q (16027.900000 sec): 3 clusters
  Score: Raw -766909.539857 + Penalty 2840.401375 = -764069.138482
  nChanged 8
		SP:Iteration 25Q (16027.920000 sec): 3 clusters
  Score: Raw -766915.547694 + Penalty 2840.401375 = -764075.146320
  nChanged 6
		SP:Iteration 26Q (16027.930000 sec): 3 clusters
  Score: Raw -766919.546574 + Penalty 2840.401375 = -764079.145199
  nChanged 6
		SP:Iteration 27Q (16027.940000 sec): 3 clusters
  Score: Raw -766922.750197 + Penalty 2840.401375 = -764082.348823
  nChanged 3
		SP:Iteration 28Q (16027.950000 sec): 3 clusters
  Score: Raw -766925.083583 + Penalty 2840.401375 = -764084.682208
  nChanged 3
		SP:Iteration 29Q (16027.970000 sec): 3 clusters
  Score: Raw -766926.424579 + Penalty 2840.401375 = -764086.023204
  nChanged 2
		SP:Iteration 30Q (16027.980000 sec): 3 clusters
  Score: Raw -766927.350522 + Penalty 2840.401375 = -764086.949147
  nChanged 0
		SP:Iteration 31F (16027.990000 sec): 3 clusters
  Score: Raw -766927.350522 + Penalty 2840.401375 = -764086.949147
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16028.010000 sec): 2 clusters
  Score: Raw -161363.507355 + Penalty 1178.918782 = -160184.588573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16028.010000 sec): 3 clusters
  Score: Raw -160868.278451 + Penalty 2357.837563 = -158510.440888
  nChanged 470
		SP:Iteration 1F (16028.010000 sec): 3 clusters
  Score: Raw -161270.533772 + Penalty 2357.837563 = -158912.696209
  nChanged 100
		SP:Iteration 2F (16028.020000 sec): 3 clusters
  Score: Raw -161357.315197 + Penalty 2357.837563 = -158999.477634
  nChanged 55
		SP:Iteration 3Q (16028.020000 sec): 3 clusters
  Score: Raw -161406.905367 + Penalty 2357.837563 = -159049.067803
  nChanged 34
		SP:Iteration 4Q (16028.020000 sec): 3 clusters
  Score: Raw -161437.976171 + Penalty 2357.837563 = -159080.138608
  nChanged 29
		SP:Iteration 5Q (16028.030000 sec): 3 clusters
  Score: Raw -161463.072548 + Penalty 2357.837563 = -159105.234985
  nChanged 31
		SP:Iteration 6Q (16028.030000 sec): 3 clusters
  Score: Raw -161492.150636 + Penalty 2357.837563 = -159134.313073
  nChanged 30
		SP:Iteration 7Q (16028.030000 sec): 3 clusters
  Score: Raw -161520.325728 + Penalty 2357.837563 = -159162.488165
  nChanged 25
		SP:Iteration 8Q (16028.040000 sec): 3 clusters
  Score: Raw -161540.296312 + Penalty 2357.837563 = -159182.458749
  nChanged 12
		SP:Iteration 9Q (16028.040000 sec): 3 clusters
  Score: Raw -161547.089621 + Penalty 2357.837563 = -159189.252058
  nChanged 11
		SP:Iteration 10Q (16028.050000 sec): 3 clusters
  Score: Raw -161556.814019 + Penalty 2357.837563 = -159198.976456
  nChanged 10
		SP:Iteration 11Q (16028.050000 sec): 3 clusters
  Score: Raw -161563.802617 + Penalty 2357.837563 = -159205.965053
  nChanged 7
		SP:Iteration 12Q (16028.050000 sec): 3 clusters
  Score: Raw -161568.425099 + Penalty 2357.837563 = -159210.587536
  nChanged 6
		SP:Iteration 13Q (16028.050000 sec): 3 clusters
  Score: Raw -161572.564715 + Penalty 2357.837563 = -159214.727152
  nChanged 7
		SP:Iteration 14Q (16028.060000 sec): 3 clusters
  Score: Raw -161577.070846 + Penalty 2357.837563 = -159219.233282
  nChanged 6
		SP:Iteration 15Q (16028.060000 sec): 3 clusters
  Score: Raw -161581.195901 + Penalty 2357.837563 = -159223.358338
  nChanged 7
		SP:Iteration 16Q (16028.070000 sec): 3 clusters
  Score: Raw -161587.910436 + Penalty 2357.837563 = -159230.072873
  nChanged 6
		SP:Iteration 17Q (16028.070000 sec): 3 clusters
  Score: Raw -161591.790269 + Penalty 2357.837563 = -159233.952706
  nChanged 8
		SP:Iteration 18Q (16028.070000 sec): 3 clusters
  Score: Raw -161595.896328 + Penalty 2357.837563 = -159238.058765
  nChanged 3
		SP:Iteration 19Q (16028.070000 sec): 3 clusters
  Score: Raw -161597.485737 + Penalty 2357.837563 = -159239.648174
  nChanged 2
		SP:Iteration 20F (16028.080000 sec): 3 clusters
  Score: Raw -161599.647625 + Penalty 2357.837563 = -159241.810062
  nChanged 2
		SP:Iteration 21Q (16028.080000 sec): 3 clusters
  Score: Raw -161601.045846 + Penalty 2357.837563 = -159243.208282
  nChanged 1
		SP:Iteration 22Q (16028.090000 sec): 3 clusters
  Score: Raw -161601.487006 + Penalty 2357.837563 = -159243.649443
  nChanged 0
		SP:Iteration 23F (16028.090000 sec): 3 clusters
  Score: Raw -161601.487006 + Penalty 2357.837563 = -159243.649443
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16028.090000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16028.100000 sec): 3 clusters
  Score: Raw -35584.856324 + Penalty 1891.526952 = -33693.329372
  nChanged 67
		SP:Iteration 1F (16028.100000 sec): 3 clusters
  Score: Raw -35699.908767 + Penalty 1891.526952 = -33808.381815
  nChanged 16
		SP:Iteration 2Q (16028.100000 sec): 3 clusters
  Score: Raw -35731.427298 + Penalty 1891.526952 = -33839.900345
  nChanged 11
		SP:Iteration 3Q (16028.100000 sec): 3 clusters
  Score: Raw -35758.900931 + Penalty 1891.526952 = -33867.373979
  nChanged 4
		SP:Iteration 4Q (16028.100000 sec): 3 clusters
  Score: Raw -35772.616956 + Penalty 1891.526952 = -33881.090004
  nChanged 5
		SP:Iteration 5Q (16028.100000 sec): 3 clusters
  Score: Raw -35781.862576 + Penalty 1891.526952 = -33890.335623
  nChanged 1
		SP:Iteration 6Q (16028.100000 sec): 3 clusters
  Score: Raw -35784.616952 + Penalty 1891.526952 = -33893.090000
  nChanged 0
		SP:Iteration 7F (16028.100000 sec): 3 clusters
  Score: Raw -35784.616952 + Penalty 1891.526952 = -33893.090000
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (13319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16028.150000 sec): 2 clusters
  Score: Raw -1528727.223195 + Penalty 1543.253866 = -1527183.969330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16028.180000 sec): 3 clusters
  Score: Raw -1520961.837830 + Penalty 3086.507732 = -1517875.330099
  nChanged 5897
		SP:Iteration 1F (16028.210000 sec): 3 clusters
  Score: Raw -1524250.798120 + Penalty 3086.507732 = -1521164.290389
  nChanged 963
		SP:Iteration 2F (16028.250000 sec): 3 clusters
  Score: Raw -1524831.197117 + Penalty 3086.507732 = -1521744.689386
  nChanged 1025
		SP:Iteration 3F (16028.280000 sec): 3 clusters
  Score: Raw -1525542.131276 + Penalty 3086.507732 = -1522455.623545
  nChanged 1017
		SP:Iteration 4F (16028.310000 sec): 3 clusters
  Score: Raw -1526269.980941 + Penalty 3086.507732 = -1523183.473210
  nChanged 933
		SP:Iteration 5F (16028.350000 sec): 3 clusters
  Score: Raw -1526934.375983 + Penalty 3086.507732 = -1523847.868252
  nChanged 795
		SP:Iteration 6F (16028.380000 sec): 3 clusters
  Score: Raw -1527466.928499 + Penalty 3086.507732 = -1524380.420767
  nChanged 583
		SP:Iteration 7Q (16028.410000 sec): 3 clusters
  Score: Raw -1527840.823444 + Penalty 3086.507732 = -1524754.315712
  nChanged 453
		SP:Iteration 8Q (16028.450000 sec): 3 clusters
  Score: Raw -1528133.752740 + Penalty 3086.507732 = -1525047.245009
  nChanged 363
		SP:Iteration 9Q (16028.480000 sec): 3 clusters
  Score: Raw -1528370.026854 + Penalty 3086.507732 = -1525283.519122
  nChanged 305
		SP:Iteration 10Q (16028.510000 sec): 3 clusters
  Score: Raw -1528581.804427 + Penalty 3086.507732 = -1525495.296696
  nChanged 202
		SP:Iteration 11Q (16028.540000 sec): 3 clusters
  Score: Raw -1528724.870269 + Penalty 3086.507732 = -1525638.362538
  nChanged 155
		SP:Iteration 12Q (16028.570000 sec): 3 clusters
  Score: Raw -1528843.050490 + Penalty 3086.507732 = -1525756.542758
  nChanged 112
		SP:Iteration 13Q (16028.610000 sec): 3 clusters
  Score: Raw -1528923.785887 + Penalty 3086.507732 = -1525837.278156
  nChanged 89
		SP:Iteration 14Q (16028.640000 sec): 3 clusters
  Score: Raw -1528988.356063 + Penalty 3086.507732 = -1525901.848331
  nChanged 61
		SP:Iteration 15Q (16028.670000 sec): 3 clusters
  Score: Raw -1529039.284893 + Penalty 3086.507732 = -1525952.777162
  nChanged 50
		SP:Iteration 16Q (16028.700000 sec): 3 clusters
  Score: Raw -1529081.323008 + Penalty 3086.507732 = -1525994.815276
  nChanged 32
		SP:Iteration 17Q (16028.730000 sec): 3 clusters
  Score: Raw -1529107.575835 + Penalty 3086.507732 = -1526021.068103
  nChanged 29
		SP:Iteration 18Q (16028.750000 sec): 3 clusters
  Score: Raw -1529127.858408 + Penalty 3086.507732 = -1526041.350676
  nChanged 30
		SP:Iteration 19Q (16028.780000 sec): 3 clusters
  Score: Raw -1529149.287921 + Penalty 3086.507732 = -1526062.780190
  nChanged 19
		SP:Iteration 20F (16028.810000 sec): 3 clusters
  Score: Raw -1529164.869693 + Penalty 3086.507732 = -1526078.361962
  nChanged 23
		SP:Iteration 21Q (16028.840000 sec): 3 clusters
  Score: Raw -1529176.554991 + Penalty 3086.507732 = -1526090.047259
  nChanged 19
		SP:Iteration 22Q (16028.860000 sec): 3 clusters
  Score: Raw -1529186.690535 + Penalty 3086.507732 = -1526100.182803
  nChanged 13
		SP:Iteration 23Q (16028.890000 sec): 3 clusters
  Score: Raw -1529193.667504 + Penalty 3086.507732 = -1526107.159773
  nChanged 7
		SP:Iteration 24Q (16028.920000 sec): 3 clusters
  Score: Raw -1529196.375027 + Penalty 3086.507732 = -1526109.867296
  nChanged 2
		SP:Iteration 25Q (16028.940000 sec): 3 clusters
  Score: Raw -1529197.250463 + Penalty 3086.507732 = -1526110.742731
  nChanged 0
		SP:Iteration 26F (16028.970000 sec): 3 clusters
  Score: Raw -1529197.250463 + Penalty 3086.507732 = -1526110.742731
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16028.980000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16028.980000 sec): 3 clusters
  Score: Raw -78656.324947 + Penalty 2131.414286 = -76524.910661
  nChanged 205
		SP:Iteration 1F (16028.980000 sec): 3 clusters
  Score: Raw -78866.788973 + Penalty 2131.414286 = -76735.374687
  nChanged 42
		SP:Iteration 2F (16028.990000 sec): 3 clusters
  Score: Raw -78919.838656 + Penalty 2131.414286 = -76788.424370
  nChanged 25
		SP:Iteration 3Q (16028.990000 sec): 3 clusters
  Score: Raw -78952.255359 + Penalty 2131.414286 = -76820.841073
  nChanged 21
		SP:Iteration 4Q (16028.990000 sec): 3 clusters
  Score: Raw -78990.703227 + Penalty 2131.414286 = -76859.288941
  nChanged 16
		SP:Iteration 5Q (16028.990000 sec): 3 clusters
  Score: Raw -79007.429801 + Penalty 2131.414286 = -76876.015516
  nChanged 12
		SP:Iteration 6Q (16028.990000 sec): 3 clusters
  Score: Raw -79019.274589 + Penalty 2131.414286 = -76887.860303
  nChanged 10
		SP:Iteration 7Q (16029.000000 sec): 3 clusters
  Score: Raw -79028.302851 + Penalty 2131.414286 = -76896.888565
  nChanged 6
		SP:Iteration 8Q (16029.000000 sec): 3 clusters
  Score: Raw -79066.403654 + Penalty 2131.414286 = -76934.989368
  nChanged 17
		SP:Iteration 9Q (16029.000000 sec): 3 clusters
  Score: Raw -79090.219295 + Penalty 2131.414286 = -76958.805009
  nChanged 16
		SP:Iteration 10Q (16029.000000 sec): 3 clusters
  Score: Raw -79111.837637 + Penalty 2131.414286 = -76980.423351
  nChanged 19
		SP:Iteration 11Q (16029.000000 sec): 3 clusters
  Score: Raw -79138.296678 + Penalty 2131.414286 = -77006.882392
  nChanged 17
		SP:Iteration 12Q (16029.000000 sec): 3 clusters
  Score: Raw -79156.588177 + Penalty 2131.414286 = -77025.173891
  nChanged 13
		SP:Iteration 13Q (16029.000000 sec): 3 clusters
  Score: Raw -79174.996558 + Penalty 2131.414286 = -77043.582273
  nChanged 15
		SP:Iteration 14Q (16029.010000 sec): 3 clusters
  Score: Raw -79205.413208 + Penalty 2131.414286 = -77073.998922
  nChanged 20
		SP:Iteration 15Q (16029.010000 sec): 3 clusters
  Score: Raw -79239.646077 + Penalty 2131.414286 = -77108.231791
  nChanged 19
		SP:Iteration 16Q (16029.010000 sec): 3 clusters
  Score: Raw -79266.564166 + Penalty 2131.414286 = -77135.149880
  nChanged 15
		SP:Iteration 17Q (16029.010000 sec): 3 clusters
  Score: Raw -79292.153630 + Penalty 2131.414286 = -77160.739344
  nChanged 12
		SP:Iteration 18Q (16029.010000 sec): 3 clusters
  Score: Raw -79315.729520 + Penalty 2131.414286 = -77184.315234
  nChanged 4
		SP:Iteration 19Q (16029.020000 sec): 3 clusters
  Score: Raw -79321.224698 + Penalty 2131.414286 = -77189.810412
  nChanged 1
		SP:Iteration 20F (16029.020000 sec): 3 clusters
  Score: Raw -79322.747438 + Penalty 2131.414286 = -77191.333153
  nChanged 2
		SP:Iteration 21Q (16029.020000 sec): 3 clusters
  Score: Raw -79324.459704 + Penalty 2131.414286 = -77193.045418
  nChanged 2
		SP:Iteration 22Q (16029.020000 sec): 3 clusters
  Score: Raw -79327.034909 + Penalty 2131.414286 = -77195.620623
  nChanged 3
		SP:Iteration 23Q (16029.020000 sec): 3 clusters
  Score: Raw -79332.966882 + Penalty 2131.414286 = -77201.552596
  nChanged 4
		SP:Iteration 24Q (16029.020000 sec): 3 clusters
  Score: Raw -79339.447918 + Penalty 2131.414286 = -77208.033632
  nChanged 1
		SP:Iteration 25Q (16029.020000 sec): 3 clusters
  Score: Raw -79340.566304 + Penalty 2131.414286 = -77209.152018
  nChanged 1
		SP:Iteration 26Q (16029.030000 sec): 3 clusters
  Score: Raw -79341.184382 + Penalty 2131.414286 = -77209.770096
  nChanged 0
		SP:Iteration 27F (16029.030000 sec): 3 clusters
  Score: Raw -79341.184382 + Penalty 2131.414286 = -77209.770096
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16029.040000 sec): 2 clusters
  Score: Raw -123094.028033 + Penalty 1154.289835 = -121939.738197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16029.040000 sec): 3 clusters
  Score: Raw -122687.693522 + Penalty 2308.579670 = -120379.113852
  nChanged 382
		SP:Iteration 1F (16029.040000 sec): 3 clusters
  Score: Raw -123030.024437 + Penalty 2308.579670 = -120721.444767
  nChanged 121
		SP:Iteration 2F (16029.040000 sec): 3 clusters
  Score: Raw -123174.515331 + Penalty 2308.579670 = -120865.935661
  nChanged 80
		SP:Iteration 3F (16029.050000 sec): 3 clusters
  Score: Raw -123288.206652 + Penalty 2308.579670 = -120979.626981
  nChanged 51
		SP:Iteration 4Q (16029.050000 sec): 3 clusters
  Score: Raw -123370.956888 + Penalty 2308.579670 = -121062.377218
  nChanged 38
		SP:Iteration 5Q (16029.050000 sec): 3 clusters
  Score: Raw -123422.207993 + Penalty 2308.579670 = -121113.628322
  nChanged 29
		SP:Iteration 6Q (16029.060000 sec): 3 clusters
  Score: Raw -123456.297684 + Penalty 2308.579670 = -121147.718013
  nChanged 33
		SP:Iteration 7Q (16029.060000 sec): 3 clusters
  Score: Raw -123493.081910 + Penalty 2308.579670 = -121184.502240
  nChanged 25
		SP:Iteration 8Q (16029.060000 sec): 3 clusters
  Score: Raw -123519.166825 + Penalty 2308.579670 = -121210.587155
  nChanged 17
		SP:Iteration 9Q (16029.060000 sec): 3 clusters
  Score: Raw -123540.035164 + Penalty 2308.579670 = -121231.455494
  nChanged 18
		SP:Iteration 10Q (16029.070000 sec): 3 clusters
  Score: Raw -123560.331682 + Penalty 2308.579670 = -121251.752012
  nChanged 13
		SP:Iteration 11Q (16029.070000 sec): 3 clusters
  Score: Raw -123581.417754 + Penalty 2308.579670 = -121272.838084
  nChanged 12
		SP:Iteration 12Q (16029.070000 sec): 3 clusters
  Score: Raw -123590.236426 + Penalty 2308.579670 = -121281.656755
  nChanged 8
		SP:Iteration 13Q (16029.080000 sec): 3 clusters
  Score: Raw -123597.917457 + Penalty 2308.579670 = -121289.337787
  nChanged 11
		SP:Iteration 14Q (16029.080000 sec): 3 clusters
  Score: Raw -123617.680219 + Penalty 2308.579670 = -121309.100549
  nChanged 10
		SP:Iteration 15Q (16029.080000 sec): 3 clusters
  Score: Raw -123632.181816 + Penalty 2308.579670 = -121323.602146
  nChanged 10
		SP:Iteration 16Q (16029.080000 sec): 3 clusters
  Score: Raw -123641.796108 + Penalty 2308.579670 = -121333.216438
  nChanged 5
		SP:Iteration 17Q (16029.090000 sec): 3 clusters
  Score: Raw -123645.923673 + Penalty 2308.579670 = -121337.344003
  nChanged 3
		SP:Iteration 18Q (16029.090000 sec): 3 clusters
  Score: Raw -123648.388212 + Penalty 2308.579670 = -121339.808541
  nChanged 3
		SP:Iteration 19Q (16029.090000 sec): 3 clusters
  Score: Raw -123649.845401 + Penalty 2308.579670 = -121341.265730
  nChanged 5
		SP:Iteration 20F (16029.100000 sec): 3 clusters
  Score: Raw -123653.182489 + Penalty 2308.579670 = -121344.602819
  nChanged 5
		SP:Iteration 21Q (16029.100000 sec): 3 clusters
  Score: Raw -123657.057911 + Penalty 2308.579670 = -121348.478241
  nChanged 4
		SP:Iteration 22Q (16029.100000 sec): 3 clusters
  Score: Raw -123660.847113 + Penalty 2308.579670 = -121352.267442
  nChanged 4
		SP:Iteration 23Q (16029.100000 sec): 3 clusters
  Score: Raw -123666.664412 + Penalty 2308.579670 = -121358.084741
  nChanged 7
		SP:Iteration 24Q (16029.110000 sec): 3 clusters
  Score: Raw -123673.520825 + Penalty 2308.579670 = -121364.941155
  nChanged 10
		SP:Iteration 25Q (16029.110000 sec): 3 clusters
  Score: Raw -123686.045176 + Penalty 2308.579670 = -121377.465505
  nChanged 11
		SP:Iteration 26Q (16029.110000 sec): 3 clusters
  Score: Raw -123702.666808 + Penalty 2308.579670 = -121394.087138
  nChanged 10
		SP:Iteration 27Q (16029.120000 sec): 3 clusters
  Score: Raw -123713.053347 + Penalty 2308.579670 = -121404.473676
  nChanged 5
		SP:Iteration 28Q (16029.120000 sec): 3 clusters
  Score: Raw -123716.736660 + Penalty 2308.579670 = -121408.156990
  nChanged 3
		SP:Iteration 29Q (16029.120000 sec): 3 clusters
  Score: Raw -123719.483322 + Penalty 2308.579670 = -121410.903651
  nChanged 3
		SP:Iteration 30Q (16029.120000 sec): 3 clusters
  Score: Raw -123722.014929 + Penalty 2308.579670 = -121413.435258
  nChanged 4
		SP:Iteration 31Q (16029.120000 sec): 3 clusters
  Score: Raw -123724.769013 + Penalty 2308.579670 = -121416.189343
  nChanged 2
		SP:Iteration 32Q (16029.130000 sec): 3 clusters
  Score: Raw -123725.654357 + Penalty 2308.579670 = -121417.074687
  nChanged 3
		SP:Iteration 33Q (16029.130000 sec): 3 clusters
  Score: Raw -123727.268411 + Penalty 2308.579670 = -121418.688740
  nChanged 2
		SP:Iteration 34Q (16029.130000 sec): 3 clusters
  Score: Raw -123727.969398 + Penalty 2308.579670 = -121419.389728
  nChanged 0
		SP:Iteration 35F (16029.140000 sec): 3 clusters
  Score: Raw -123727.969398 + Penalty 2308.579670 = -121419.389728
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16029.150000 sec): 2 clusters
  Score: Raw -476621.661591 + Penalty 1362.196403 = -475259.465188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16029.160000 sec): 3 clusters
  Score: Raw -474370.848539 + Penalty 2724.392806 = -471646.455734
  nChanged 1738
		SP:Iteration 1F (16029.180000 sec): 3 clusters
  Score: Raw -475362.514730 + Penalty 2724.392806 = -472638.121924
  nChanged 354
		SP:Iteration 2F (16029.190000 sec): 3 clusters
  Score: Raw -475604.609051 + Penalty 2724.392806 = -472880.216246
  nChanged 276
		SP:Iteration 3F (16029.200000 sec): 3 clusters
  Score: Raw -475796.635432 + Penalty 2724.392806 = -473072.242626
  nChanged 227
		SP:Iteration 4F (16029.210000 sec): 3 clusters
  Score: Raw -475926.152682 + Penalty 2724.392806 = -473201.759876
  nChanged 184
		SP:Iteration 5Q (16029.220000 sec): 3 clusters
  Score: Raw -476027.290036 + Penalty 2724.392806 = -473302.897231
  nChanged 158
		SP:Iteration 6Q (16029.230000 sec): 3 clusters
  Score: Raw -476125.831244 + Penalty 2724.392806 = -473401.438438
  nChanged 152
		SP:Iteration 7Q (16029.240000 sec): 3 clusters
  Score: Raw -476222.416824 + Penalty 2724.392806 = -473498.024019
  nChanged 150
		SP:Iteration 8Q (16029.250000 sec): 3 clusters
  Score: Raw -476311.641932 + Penalty 2724.392806 = -473587.249126
  nChanged 131
		SP:Iteration 9Q (16029.260000 sec): 3 clusters
  Score: Raw -476393.946224 + Penalty 2724.392806 = -473669.553418
  nChanged 114
		SP:Iteration 10Q (16029.270000 sec): 3 clusters
  Score: Raw -476463.264997 + Penalty 2724.392806 = -473738.872191
  nChanged 88
		SP:Iteration 11Q (16029.280000 sec): 3 clusters
  Score: Raw -476508.000568 + Penalty 2724.392806 = -473783.607762
  nChanged 84
		SP:Iteration 12Q (16029.300000 sec): 3 clusters
  Score: Raw -476551.771632 + Penalty 2724.392806 = -473827.378826
  nChanged 69
		SP:Iteration 13Q (16029.300000 sec): 3 clusters
  Score: Raw -476582.912916 + Penalty 2724.392806 = -473858.520110
  nChanged 55
		SP:Iteration 14Q (16029.320000 sec): 3 clusters
  Score: Raw -476607.732287 + Penalty 2724.392806 = -473883.339481
  nChanged 51
		SP:Iteration 15Q (16029.320000 sec): 3 clusters
  Score: Raw -476631.596187 + Penalty 2724.392806 = -473907.203381
  nChanged 42
		SP:Iteration 16Q (16029.340000 sec): 3 clusters
  Score: Raw -476646.995019 + Penalty 2724.392806 = -473922.602213
  nChanged 40
		SP:Iteration 17Q (16029.350000 sec): 3 clusters
  Score: Raw -476665.384483 + Penalty 2724.392806 = -473940.991677
  nChanged 42
		SP:Iteration 18Q (16029.360000 sec): 3 clusters
  Score: Raw -476691.553309 + Penalty 2724.392806 = -473967.160503
  nChanged 48
		SP:Iteration 19Q (16029.370000 sec): 3 clusters
  Score: Raw -476720.879323 + Penalty 2724.392806 = -473996.486517
  nChanged 45
		SP:Iteration 20F (16029.380000 sec): 3 clusters
  Score: Raw -476743.714109 + Penalty 2724.392806 = -474019.321303
  nChanged 46
		SP:Iteration 21Q (16029.390000 sec): 3 clusters
  Score: Raw -476771.558161 + Penalty 2724.392806 = -474047.165355
  nChanged 44
		SP:Iteration 22Q (16029.400000 sec): 3 clusters
  Score: Raw -476797.477477 + Penalty 2724.392806 = -474073.084672
  nChanged 32
		SP:Iteration 23Q (16029.410000 sec): 3 clusters
  Score: Raw -476822.572759 + Penalty 2724.392806 = -474098.179953
  nChanged 34
		SP:Iteration 24Q (16029.420000 sec): 3 clusters
  Score: Raw -476842.127657 + Penalty 2724.392806 = -474117.734851
  nChanged 30
		SP:Iteration 25Q (16029.430000 sec): 3 clusters
  Score: Raw -476858.455519 + Penalty 2724.392806 = -474134.062713
  nChanged 17
		SP:Iteration 26Q (16029.440000 sec): 3 clusters
  Score: Raw -476869.201149 + Penalty 2724.392806 = -474144.808343
  nChanged 16
		SP:Iteration 27Q (16029.450000 sec): 3 clusters
  Score: Raw -476876.915786 + Penalty 2724.392806 = -474152.522980
  nChanged 7
		SP:Iteration 28Q (16029.460000 sec): 3 clusters
  Score: Raw -476880.447353 + Penalty 2724.392806 = -474156.054547
  nChanged 10
		SP:Iteration 29Q (16029.470000 sec): 3 clusters
  Score: Raw -476885.329615 + Penalty 2724.392806 = -474160.936809
  nChanged 7
		SP:Iteration 30Q (16029.480000 sec): 3 clusters
  Score: Raw -476890.133808 + Penalty 2724.392806 = -474165.741002
  nChanged 9
		SP:Iteration 31Q (16029.490000 sec): 3 clusters
  Score: Raw -476894.512650 + Penalty 2724.392806 = -474170.119844
  nChanged 4
		SP:Iteration 32Q (16029.500000 sec): 3 clusters
  Score: Raw -476895.770639 + Penalty 2724.392806 = -474171.377833
  nChanged 2
		SP:Iteration 33Q (16029.510000 sec): 3 clusters
  Score: Raw -476896.354957 + Penalty 2724.392806 = -474171.962151
  nChanged 1
		SP:Iteration 34Q (16029.520000 sec): 3 clusters
  Score: Raw -476896.447908 + Penalty 2724.392806 = -474172.055102
  nChanged 0
		SP:Iteration 35F (16029.530000 sec): 3 clusters
  Score: Raw -476896.447908 + Penalty 2724.392806 = -474172.055102
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16029.540000 sec): 2 clusters
  Score: Raw -74033.200888 + Penalty 1070.028601 = -72963.172287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16029.540000 sec): 3 clusters
  Score: Raw -73866.202723 + Penalty 2140.057203 = -71726.145521
  nChanged 197
		SP:Iteration 1F (16029.540000 sec): 3 clusters
  Score: Raw -74094.659217 + Penalty 2140.057203 = -71954.602014
  nChanged 59
		SP:Iteration 2F (16029.540000 sec): 3 clusters
  Score: Raw -74185.649526 + Penalty 2140.057203 = -72045.592324
  nChanged 39
		SP:Iteration 3F (16029.540000 sec): 3 clusters
  Score: Raw -74252.255465 + Penalty 2140.057203 = -72112.198262
  nChanged 28
		SP:Iteration 4Q (16029.550000 sec): 3 clusters
  Score: Raw -74311.792102 + Penalty 2140.057203 = -72171.734899
  nChanged 28
		SP:Iteration 5Q (16029.550000 sec): 3 clusters
  Score: Raw -74344.390072 + Penalty 2140.057203 = -72204.332869
  nChanged 17
		SP:Iteration 6Q (16029.550000 sec): 3 clusters
  Score: Raw -74364.844661 + Penalty 2140.057203 = -72224.787459
  nChanged 17
		SP:Iteration 7Q (16029.550000 sec): 3 clusters
  Score: Raw -74383.216163 + Penalty 2140.057203 = -72243.158961
  nChanged 11
		SP:Iteration 8Q (16029.550000 sec): 3 clusters
  Score: Raw -74396.609860 + Penalty 2140.057203 = -72256.552657
  nChanged 7
		SP:Iteration 9Q (16029.560000 sec): 3 clusters
  Score: Raw -74403.230766 + Penalty 2140.057203 = -72263.173563
  nChanged 6
		SP:Iteration 10Q (16029.560000 sec): 3 clusters
  Score: Raw -74411.276401 + Penalty 2140.057203 = -72271.219198
  nChanged 7
		SP:Iteration 11Q (16029.560000 sec): 3 clusters
  Score: Raw -74420.780793 + Penalty 2140.057203 = -72280.723590
  nChanged 4
		SP:Iteration 12Q (16029.560000 sec): 3 clusters
  Score: Raw -74433.831203 + Penalty 2140.057203 = -72293.774001
  nChanged 6
		SP:Iteration 13Q (16029.560000 sec): 3 clusters
  Score: Raw -74450.728311 + Penalty 2140.057203 = -72310.671108
  nChanged 5
		SP:Iteration 14Q (16029.560000 sec): 3 clusters
  Score: Raw -74456.669483 + Penalty 2140.057203 = -72316.612281
  nChanged 2
		SP:Iteration 15Q (16029.560000 sec): 3 clusters
  Score: Raw -74460.897603 + Penalty 2140.057203 = -72320.840400
  nChanged 2
		SP:Iteration 16Q (16029.570000 sec): 3 clusters
  Score: Raw -74464.349395 + Penalty 2140.057203 = -72324.292192
  nChanged 1
		SP:Iteration 17Q (16029.570000 sec): 3 clusters
  Score: Raw -74465.469480 + Penalty 2140.057203 = -72325.412277
  nChanged 1
		SP:Iteration 18Q (16029.570000 sec): 3 clusters
  Score: Raw -74465.852978 + Penalty 2140.057203 = -72325.795775
  nChanged 0
		SP:Iteration 19F (16029.570000 sec): 3 clusters
  Score: Raw -74465.852978 + Penalty 2140.057203 = -72325.795775
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16029.650000 sec): 2 clusters
  Score: Raw -2875167.027054 + Penalty 1642.394074 = -2873524.632980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16029.720000 sec): 3 clusters
  Score: Raw -2860133.582423 + Penalty 3284.788148 = -2856848.794275
  nChanged 11315
		SP:Iteration 1F (16029.780000 sec): 3 clusters
  Score: Raw -2866326.508253 + Penalty 3284.788148 = -2863041.720105
  nChanged 1119
		SP:Iteration 2Q (16029.850000 sec): 3 clusters
  Score: Raw -2866685.181748 + Penalty 3284.788148 = -2863400.393600
  nChanged 1086
		SP:Iteration 3Q (16029.910000 sec): 3 clusters
  Score: Raw -2867066.050616 + Penalty 3284.788148 = -2863781.262468
  nChanged 1044
		SP:Iteration 4Q (16029.980000 sec): 3 clusters
  Score: Raw -2867482.797832 + Penalty 3284.788148 = -2864198.009685
  nChanged 1146
		SP:Iteration 5Q (16030.040000 sec): 3 clusters
  Score: Raw -2868010.771342 + Penalty 3284.788148 = -2864725.983195
  nChanged 1287
		SP:Iteration 6F (16030.110000 sec): 3 clusters
  Score: Raw -2868751.056653 + Penalty 3284.788148 = -2865466.268506
  nChanged 1503
		SP:Iteration 7F (16030.170000 sec): 3 clusters
  Score: Raw -2869758.418566 + Penalty 3284.788148 = -2866473.630419
  nChanged 1662
		SP:Iteration 8F (16030.230000 sec): 3 clusters
  Score: Raw -2871064.058128 + Penalty 3284.788148 = -2867779.269980
  nChanged 1682
		SP:Iteration 9F (16030.300000 sec): 3 clusters
  Score: Raw -2872547.726216 + Penalty 3284.788148 = -2869262.938069
  nChanged 1395
		SP:Iteration 10F (16030.360000 sec): 3 clusters
  Score: Raw -2873849.747664 + Penalty 3284.788148 = -2870564.959516
  nChanged 881
		SP:Iteration 11Q (16030.420000 sec): 3 clusters
  Score: Raw -2874651.407353 + Penalty 3284.788148 = -2871366.619206
  nChanged 449
		SP:Iteration 12Q (16030.480000 sec): 3 clusters
  Score: Raw -2875035.853900 + Penalty 3284.788148 = -2871751.065752
  nChanged 187
		SP:Iteration 13Q (16030.520000 sec): 3 clusters
  Score: Raw -2875191.926908 + Penalty 3284.788148 = -2871907.138760
  nChanged 96
		SP:Iteration 14Q (16030.580000 sec): 3 clusters
  Score: Raw -2875264.835882 + Penalty 3284.788148 = -2871980.047734
  nChanged 55
		SP:Iteration 15Q (16030.620000 sec): 3 clusters
  Score: Raw -2875313.492616 + Penalty 3284.788148 = -2872028.704468
  nChanged 34
		SP:Iteration 16Q (16030.670000 sec): 3 clusters
  Score: Raw -2875347.806683 + Penalty 3284.788148 = -2872063.018536
  nChanged 15
		SP:Iteration 17Q (16030.720000 sec): 3 clusters
  Score: Raw -2875359.659554 + Penalty 3284.788148 = -2872074.871406
  nChanged 7
		SP:Iteration 18Q (16030.760000 sec): 3 clusters
  Score: Raw -2875367.259290 + Penalty 3284.788148 = -2872082.471142
  nChanged 4
		SP:Iteration 19Q (16030.810000 sec): 3 clusters
  Score: Raw -2875370.358133 + Penalty 3284.788148 = -2872085.569985
  nChanged 3
		SP:Iteration 20F (16030.870000 sec): 3 clusters
  Score: Raw -2875373.421042 + Penalty 3284.788148 = -2872088.632894
  nChanged 5
		SP:Iteration 21Q (16030.920000 sec): 3 clusters
  Score: Raw -2875379.404318 + Penalty 3284.788148 = -2872094.616170
  nChanged 4
		SP:Iteration 22Q (16030.960000 sec): 3 clusters
  Score: Raw -2875382.667307 + Penalty 3284.788148 = -2872097.879159
  nChanged 4
		SP:Iteration 23Q (16031.010000 sec): 3 clusters
  Score: Raw -2875384.914166 + Penalty 3284.788148 = -2872100.126019
  nChanged 3
		SP:Iteration 24Q (16031.060000 sec): 3 clusters
  Score: Raw -2875386.327687 + Penalty 3284.788148 = -2872101.539539
  nChanged 1
		SP:Iteration 25Q (16031.100000 sec): 3 clusters
  Score: Raw -2875387.680432 + Penalty 3284.788148 = -2872102.892284
  nChanged 1
		SP:Iteration 26Q (16031.150000 sec): 3 clusters
  Score: Raw -2875388.281086 + Penalty 3284.788148 = -2872103.492939
  nChanged 0
		SP:Iteration 27F (16031.210000 sec): 3 clusters
  Score: Raw -2875388.281086 + Penalty 3284.788148 = -2872103.492939
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16031.240000 sec): 2 clusters
  Score: Raw -928607.393690 + Penalty 1458.087201 = -927149.306489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16031.260000 sec): 3 clusters
  Score: Raw -924226.653597 + Penalty 2916.174402 = -921310.479195
  nChanged 3331
		SP:Iteration 1F (16031.280000 sec): 3 clusters
  Score: Raw -925985.777578 + Penalty 2916.174402 = -923069.603176
  nChanged 561
		SP:Iteration 2F (16031.300000 sec): 3 clusters
  Score: Raw -926242.488103 + Penalty 2916.174402 = -923326.313701
  nChanged 399
		SP:Iteration 3F (16031.320000 sec): 3 clusters
  Score: Raw -926417.105508 + Penalty 2916.174402 = -923500.931106
  nChanged 360
		SP:Iteration 4Q (16031.340000 sec): 3 clusters
  Score: Raw -926589.427781 + Penalty 2916.174402 = -923673.253379
  nChanged 317
		SP:Iteration 5Q (16031.360000 sec): 3 clusters
  Score: Raw -926755.861671 + Penalty 2916.174402 = -923839.687269
  nChanged 342
		SP:Iteration 6Q (16031.380000 sec): 3 clusters
  Score: Raw -926952.533159 + Penalty 2916.174402 = -924036.358757
  nChanged 346
		SP:Iteration 7Q (16031.400000 sec): 3 clusters
  Score: Raw -927157.659345 + Penalty 2916.174402 = -924241.484943
  nChanged 356
		SP:Iteration 8Q (16031.420000 sec): 3 clusters
  Score: Raw -927354.428697 + Penalty 2916.174402 = -924438.254295
  nChanged 330
		SP:Iteration 9Q (16031.440000 sec): 3 clusters
  Score: Raw -927519.880689 + Penalty 2916.174402 = -924603.706287
  nChanged 289
		SP:Iteration 10Q (16031.460000 sec): 3 clusters
  Score: Raw -927667.406506 + Penalty 2916.174402 = -924751.232104
  nChanged 254
		SP:Iteration 11Q (16031.480000 sec): 3 clusters
  Score: Raw -927785.846779 + Penalty 2916.174402 = -924869.672377
  nChanged 224
		SP:Iteration 12Q (16031.500000 sec): 3 clusters
  Score: Raw -927881.915196 + Penalty 2916.174402 = -924965.740794
  nChanged 212
		SP:Iteration 13Q (16031.520000 sec): 3 clusters
  Score: Raw -927969.467815 + Penalty 2916.174402 = -925053.293413
  nChanged 180
		SP:Iteration 14Q (16031.540000 sec): 3 clusters
  Score: Raw -928039.756487 + Penalty 2916.174402 = -925123.582085
  nChanged 164
		SP:Iteration 15Q (16031.560000 sec): 3 clusters
  Score: Raw -928106.184421 + Penalty 2916.174402 = -925190.010019
  nChanged 139
		SP:Iteration 16Q (16031.580000 sec): 3 clusters
  Score: Raw -928161.260993 + Penalty 2916.174402 = -925245.086591
  nChanged 122
		SP:Iteration 17Q (16031.590000 sec): 3 clusters
  Score: Raw -928208.044185 + Penalty 2916.174402 = -925291.869783
  nChanged 118
		SP:Iteration 18Q (16031.610000 sec): 3 clusters
  Score: Raw -928250.005848 + Penalty 2916.174402 = -925333.831446
  nChanged 113
		SP:Iteration 19Q (16031.630000 sec): 3 clusters
  Score: Raw -928283.120805 + Penalty 2916.174402 = -925366.946403
  nChanged 105
		SP:Iteration 20F (16031.650000 sec): 3 clusters
  Score: Raw -928312.885412 + Penalty 2916.174402 = -925396.711009
  nChanged 95
		SP:Iteration 21Q (16031.670000 sec): 3 clusters
  Score: Raw -928338.618609 + Penalty 2916.174402 = -925422.444207
  nChanged 92
		SP:Iteration 22Q (16031.690000 sec): 3 clusters
  Score: Raw -928365.730521 + Penalty 2916.174402 = -925449.556119
  nChanged 87
		SP:Iteration 23Q (16031.710000 sec): 3 clusters
  Score: Raw -928393.348276 + Penalty 2916.174402 = -925477.173874
  nChanged 85
		SP:Iteration 24Q (16031.720000 sec): 3 clusters
  Score: Raw -928420.728039 + Penalty 2916.174402 = -925504.553637
  nChanged 76
		SP:Iteration 25Q (16031.740000 sec): 3 clusters
  Score: Raw -928440.941351 + Penalty 2916.174402 = -925524.766949
  nChanged 72
		SP:Iteration 26Q (16031.760000 sec): 3 clusters
  Score: Raw -928461.127488 + Penalty 2916.174402 = -925544.953085
  nChanged 77
		SP:Iteration 27Q (16031.780000 sec): 3 clusters
  Score: Raw -928480.045257 + Penalty 2916.174402 = -925563.870855
  nChanged 69
		SP:Iteration 28Q (16031.800000 sec): 3 clusters
  Score: Raw -928500.293849 + Penalty 2916.174402 = -925584.119447
  nChanged 72
		SP:Iteration 29Q (16031.820000 sec): 3 clusters
  Score: Raw -928523.199485 + Penalty 2916.174402 = -925607.025083
  nChanged 84
		SP:Iteration 30Q (16031.840000 sec): 3 clusters
  Score: Raw -928551.194063 + Penalty 2916.174402 = -925635.019661
  nChanged 72
		SP:Iteration 31Q (16031.850000 sec): 3 clusters
  Score: Raw -928575.053221 + Penalty 2916.174402 = -925658.878819
  nChanged 86
		SP:Iteration 32Q (16031.870000 sec): 3 clusters
  Score: Raw -928608.597531 + Penalty 2916.174402 = -925692.423129
  nChanged 81
		SP:Iteration 33Q (16031.890000 sec): 3 clusters
  Score: Raw -928636.161151 + Penalty 2916.174402 = -925719.986749
  nChanged 72
		SP:Iteration 34Q (16031.900000 sec): 3 clusters
  Score: Raw -928662.805289 + Penalty 2916.174402 = -925746.630887
  nChanged 68
		SP:Iteration 35Q (16031.920000 sec): 3 clusters
  Score: Raw -928688.715214 + Penalty 2916.174402 = -925772.540812
  nChanged 67
		SP:Iteration 36Q (16031.940000 sec): 3 clusters
  Score: Raw -928711.897700 + Penalty 2916.174402 = -925795.723298
  nChanged 54
		SP:Iteration 37Q (16031.960000 sec): 3 clusters
  Score: Raw -928727.299430 + Penalty 2916.174402 = -925811.125028
  nChanged 49
		SP:Iteration 38Q (16031.980000 sec): 3 clusters
  Score: Raw -928741.463847 + Penalty 2916.174402 = -925825.289445
  nChanged 43
		SP:Iteration 39Q (16031.990000 sec): 3 clusters
  Score: Raw -928755.711342 + Penalty 2916.174402 = -925839.536940
  nChanged 35
		SP:Iteration 40F (16032.010000 sec): 3 clusters
  Score: Raw -928766.738736 + Penalty 2916.174402 = -925850.564334
  nChanged 41
		SP:Iteration 41Q (16032.030000 sec): 3 clusters
  Score: Raw -928779.451093 + Penalty 2916.174402 = -925863.276691
  nChanged 40
		SP:Iteration 42Q (16032.050000 sec): 3 clusters
  Score: Raw -928793.550320 + Penalty 2916.174402 = -925877.375918
  nChanged 37
		SP:Iteration 43Q (16032.060000 sec): 3 clusters
  Score: Raw -928806.080060 + Penalty 2916.174402 = -925889.905658
  nChanged 34
		SP:Iteration 44Q (16032.080000 sec): 3 clusters
  Score: Raw -928815.942162 + Penalty 2916.174402 = -925899.767760
  nChanged 28
		SP:Iteration 45Q (16032.100000 sec): 3 clusters
  Score: Raw -928825.675416 + Penalty 2916.174402 = -925909.501014
  nChanged 31
		SP:Iteration 46Q (16032.120000 sec): 3 clusters
  Score: Raw -928834.620904 + Penalty 2916.174402 = -925918.446502
  nChanged 20
		SP:Iteration 47Q (16032.130000 sec): 3 clusters
  Score: Raw -928839.888014 + Penalty 2916.174402 = -925923.713611
  nChanged 20
		SP:Iteration 48Q (16032.150000 sec): 3 clusters
  Score: Raw -928846.042520 + Penalty 2916.174402 = -925929.868118
  nChanged 17
		SP:Iteration 49Q (16032.160000 sec): 3 clusters
  Score: Raw -928849.852951 + Penalty 2916.174402 = -925933.678549
  nChanged 10
		SP:Iteration 50Q (16032.180000 sec): 3 clusters
  Score: Raw -928852.132675 + Penalty 2916.174402 = -925935.958272
  nChanged 13
		SP:Iteration 51Q (16032.200000 sec): 3 clusters
  Score: Raw -928855.104761 + Penalty 2916.174402 = -925938.930359
  nChanged 16
		SP:Iteration 52Q (16032.220000 sec): 3 clusters
  Score: Raw -928859.935977 + Penalty 2916.174402 = -925943.761575
  nChanged 19
		SP:Iteration 53Q (16032.230000 sec): 3 clusters
  Score: Raw -928866.287911 + Penalty 2916.174402 = -925950.113509
  nChanged 18
		SP:Iteration 54Q (16032.250000 sec): 3 clusters
  Score: Raw -928872.327887 + Penalty 2916.174402 = -925956.153485
  nChanged 17
		SP:Iteration 55Q (16032.260000 sec): 3 clusters
  Score: Raw -928876.388181 + Penalty 2916.174402 = -925960.213779
  nChanged 10
		SP:Iteration 56Q (16032.280000 sec): 3 clusters
  Score: Raw -928879.274983 + Penalty 2916.174402 = -925963.100581
  nChanged 8
		SP:Iteration 57Q (16032.300000 sec): 3 clusters
  Score: Raw -928881.530181 + Penalty 2916.174402 = -925965.355779
  nChanged 6
		SP:Iteration 58Q (16032.310000 sec): 3 clusters
  Score: Raw -928883.526422 + Penalty 2916.174402 = -925967.352020
  nChanged 13
		SP:Iteration 59Q (16032.330000 sec): 3 clusters
  Score: Raw -928887.299527 + Penalty 2916.174402 = -925971.125125
  nChanged 11
		SP:Iteration 60F (16032.350000 sec): 3 clusters
  Score: Raw -928890.264892 + Penalty 2916.174402 = -925974.090490
  nChanged 9
		SP:Iteration 61Q (16032.370000 sec): 3 clusters
  Score: Raw -928891.905174 + Penalty 2916.174402 = -925975.730771
  nChanged 5
		SP:Iteration 62Q (16032.380000 sec): 3 clusters
  Score: Raw -928893.657494 + Penalty 2916.174402 = -925977.483092
  nChanged 8
		SP:Iteration 63Q (16032.400000 sec): 3 clusters
  Score: Raw -928896.367290 + Penalty 2916.174402 = -925980.192887
  nChanged 9
		SP:Iteration 64Q (16032.420000 sec): 3 clusters
  Score: Raw -928898.822728 + Penalty 2916.174402 = -925982.648326
  nChanged 12
		SP:Iteration 65Q (16032.430000 sec): 3 clusters
  Score: Raw -928902.701455 + Penalty 2916.174402 = -925986.527053
  nChanged 13
		SP:Iteration 66Q (16032.450000 sec): 3 clusters
  Score: Raw -928907.012214 + Penalty 2916.174402 = -925990.837812
  nChanged 7
		SP:Iteration 67Q (16032.460000 sec): 3 clusters
  Score: Raw -928908.616888 + Penalty 2916.174402 = -925992.442486
  nChanged 3
		SP:Iteration 68Q (16032.480000 sec): 3 clusters
  Score: Raw -928909.154131 + Penalty 2916.174402 = -925992.979729
  nChanged 1
		SP:Iteration 69Q (16032.500000 sec): 3 clusters
  Score: Raw -928909.410275 + Penalty 2916.174402 = -925993.235872
  nChanged 0
		SP:Iteration 70F (16032.520000 sec): 3 clusters
  Score: Raw -928909.410275 + Penalty 2916.174402 = -925993.235872
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16032.530000 sec): 2 clusters
  Score: Raw -456664.466959 + Penalty 1353.216218 = -455311.250742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16032.540000 sec): 3 clusters
  Score: Raw -454580.384585 + Penalty 2706.432435 = -451873.952150
  nChanged 1624
		SP:Iteration 1F (16032.560000 sec): 3 clusters
  Score: Raw -455553.793795 + Penalty 2706.432435 = -452847.361359
  nChanged 345
		SP:Iteration 2F (16032.560000 sec): 3 clusters
  Score: Raw -455790.869360 + Penalty 2706.432435 = -453084.436925
  nChanged 236
		SP:Iteration 3F (16032.580000 sec): 3 clusters
  Score: Raw -455962.982539 + Penalty 2706.432435 = -453256.550103
  nChanged 206
		SP:Iteration 4Q (16032.590000 sec): 3 clusters
  Score: Raw -456121.015486 + Penalty 2706.432435 = -453414.583051
  nChanged 206
		SP:Iteration 5Q (16032.600000 sec): 3 clusters
  Score: Raw -456255.021311 + Penalty 2706.432435 = -453548.588876
  nChanged 189
		SP:Iteration 6Q (16032.610000 sec): 3 clusters
  Score: Raw -456379.348106 + Penalty 2706.432435 = -453672.915671
  nChanged 161
		SP:Iteration 7Q (16032.620000 sec): 3 clusters
  Score: Raw -456495.543947 + Penalty 2706.432435 = -453789.111512
  nChanged 162
		SP:Iteration 8Q (16032.630000 sec): 3 clusters
  Score: Raw -456619.642866 + Penalty 2706.432435 = -453913.210430
  nChanged 163
		SP:Iteration 9Q (16032.640000 sec): 3 clusters
  Score: Raw -456759.218463 + Penalty 2706.432435 = -454052.786028
  nChanged 150
		SP:Iteration 10Q (16032.650000 sec): 3 clusters
  Score: Raw -456880.789026 + Penalty 2706.432435 = -454174.356591
  nChanged 124
		SP:Iteration 11Q (16032.660000 sec): 3 clusters
  Score: Raw -456973.091561 + Penalty 2706.432435 = -454266.659125
  nChanged 90
		SP:Iteration 12Q (16032.670000 sec): 3 clusters
  Score: Raw -457053.363692 + Penalty 2706.432435 = -454346.931256
  nChanged 88
		SP:Iteration 13Q (16032.680000 sec): 3 clusters
  Score: Raw -457128.086610 + Penalty 2706.432435 = -454421.654174
  nChanged 61
		SP:Iteration 14Q (16032.690000 sec): 3 clusters
  Score: Raw -457187.801859 + Penalty 2706.432435 = -454481.369424
  nChanged 56
		SP:Iteration 15Q (16032.700000 sec): 3 clusters
  Score: Raw -457231.872087 + Penalty 2706.432435 = -454525.439651
  nChanged 33
		SP:Iteration 16Q (16032.710000 sec): 3 clusters
  Score: Raw -457252.731636 + Penalty 2706.432435 = -454546.299201
  nChanged 24
		SP:Iteration 17Q (16032.720000 sec): 3 clusters
  Score: Raw -457264.375722 + Penalty 2706.432435 = -454557.943287
  nChanged 17
		SP:Iteration 18Q (16032.720000 sec): 3 clusters
  Score: Raw -457270.101811 + Penalty 2706.432435 = -454563.669376
  nChanged 11
		SP:Iteration 19Q (16032.740000 sec): 3 clusters
  Score: Raw -457275.797944 + Penalty 2706.432435 = -454569.365509
  nChanged 9
		SP:Iteration 20F (16032.740000 sec): 3 clusters
  Score: Raw -457279.835778 + Penalty 2706.432435 = -454573.403343
  nChanged 9
		SP:Iteration 21Q (16032.760000 sec): 3 clusters
  Score: Raw -457282.266103 + Penalty 2706.432435 = -454575.833668
  nChanged 6
		SP:Iteration 22Q (16032.760000 sec): 3 clusters
  Score: Raw -457283.956581 + Penalty 2706.432435 = -454577.524146
  nChanged 5
		SP:Iteration 23Q (16032.770000 sec): 3 clusters
  Score: Raw -457286.049362 + Penalty 2706.432435 = -454579.616926
  nChanged 7
		SP:Iteration 24Q (16032.780000 sec): 3 clusters
  Score: Raw -457290.670112 + Penalty 2706.432435 = -454584.237677
  nChanged 4
		SP:Iteration 25Q (16032.790000 sec): 3 clusters
  Score: Raw -457292.499812 + Penalty 2706.432435 = -454586.067376
  nChanged 4
		SP:Iteration 26Q (16032.800000 sec): 3 clusters
  Score: Raw -457295.367890 + Penalty 2706.432435 = -454588.935455
  nChanged 4
		SP:Iteration 27Q (16032.810000 sec): 3 clusters
  Score: Raw -457297.506748 + Penalty 2706.432435 = -454591.074313
  nChanged 3
		SP:Iteration 28Q (16032.820000 sec): 3 clusters
  Score: Raw -457298.961678 + Penalty 2706.432435 = -454592.529243
  nChanged 3
		SP:Iteration 29Q (16032.830000 sec): 3 clusters
  Score: Raw -457299.980609 + Penalty 2706.432435 = -454593.548174
  nChanged 1
		SP:Iteration 30Q (16032.840000 sec): 3 clusters
  Score: Raw -457300.568161 + Penalty 2706.432435 = -454594.135726
  nChanged 5
		SP:Iteration 31Q (16032.850000 sec): 3 clusters
  Score: Raw -457302.749747 + Penalty 2706.432435 = -454596.317312
  nChanged 3
		SP:Iteration 32Q (16032.860000 sec): 3 clusters
  Score: Raw -457303.677898 + Penalty 2706.432435 = -454597.245462
  nChanged 0
		SP:Iteration 33F (16032.860000 sec): 3 clusters
  Score: Raw -457303.677898 + Penalty 2706.432435 = -454597.245462
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16032.880000 sec): 2 clusters
  Score: Raw -147035.118802 + Penalty 1171.036310 = -145864.082492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16032.880000 sec): 3 clusters
  Score: Raw -146611.169636 + Penalty 2342.072620 = -144269.097016
  nChanged 437
		SP:Iteration 1F (16032.880000 sec): 3 clusters
  Score: Raw -147046.807901 + Penalty 2342.072620 = -144704.735281
  nChanged 109
		SP:Iteration 2F (16032.880000 sec): 3 clusters
  Score: Raw -147226.584916 + Penalty 2342.072620 = -144884.512297
  nChanged 91
		SP:Iteration 3F (16032.890000 sec): 3 clusters
  Score: Raw -147342.280097 + Penalty 2342.072620 = -145000.207477
  nChanged 69
		SP:Iteration 4F (16032.890000 sec): 3 clusters
  Score: Raw -147417.506532 + Penalty 2342.072620 = -145075.433912
  nChanged 47
		SP:Iteration 5Q (16032.900000 sec): 3 clusters
  Score: Raw -147461.285582 + Penalty 2342.072620 = -145119.212962
  nChanged 34
		SP:Iteration 6Q (16032.900000 sec): 3 clusters
  Score: Raw -147493.194977 + Penalty 2342.072620 = -145151.122357
  nChanged 30
		SP:Iteration 7Q (16032.900000 sec): 3 clusters
  Score: Raw -147520.230789 + Penalty 2342.072620 = -145178.158169
  nChanged 20
		SP:Iteration 8Q (16032.900000 sec): 3 clusters
  Score: Raw -147539.351644 + Penalty 2342.072620 = -145197.279025
  nChanged 18
		SP:Iteration 9Q (16032.910000 sec): 3 clusters
  Score: Raw -147552.620179 + Penalty 2342.072620 = -145210.547559
  nChanged 20
		SP:Iteration 10Q (16032.910000 sec): 3 clusters
  Score: Raw -147570.760609 + Penalty 2342.072620 = -145228.687990
  nChanged 14
		SP:Iteration 11Q (16032.910000 sec): 3 clusters
  Score: Raw -147584.606615 + Penalty 2342.072620 = -145242.533995
  nChanged 7
		SP:Iteration 12Q (16032.920000 sec): 3 clusters
  Score: Raw -147593.942434 + Penalty 2342.072620 = -145251.869815
  nChanged 9
		SP:Iteration 13Q (16032.920000 sec): 3 clusters
  Score: Raw -147599.440708 + Penalty 2342.072620 = -145257.368088
  nChanged 7
		SP:Iteration 14Q (16032.920000 sec): 3 clusters
  Score: Raw -147604.517558 + Penalty 2342.072620 = -145262.444938
  nChanged 2
		SP:Iteration 15Q (16032.920000 sec): 3 clusters
  Score: Raw -147605.931454 + Penalty 2342.072620 = -145263.858834
  nChanged 5
		SP:Iteration 16Q (16032.930000 sec): 3 clusters
  Score: Raw -147608.482703 + Penalty 2342.072620 = -145266.410084
  nChanged 3
		SP:Iteration 17Q (16032.930000 sec): 3 clusters
  Score: Raw -147611.955003 + Penalty 2342.072620 = -145269.882383
  nChanged 4
		SP:Iteration 18Q (16032.940000 sec): 3 clusters
  Score: Raw -147614.091231 + Penalty 2342.072620 = -145272.018611
  nChanged 2
		SP:Iteration 19Q (16032.940000 sec): 3 clusters
  Score: Raw -147615.799370 + Penalty 2342.072620 = -145273.726750
  nChanged 2
		SP:Iteration 20F (16032.940000 sec): 3 clusters
  Score: Raw -147617.670078 + Penalty 2342.072620 = -145275.597459
  nChanged 1
		SP:Iteration 21Q (16032.940000 sec): 3 clusters
  Score: Raw -147617.919044 + Penalty 2342.072620 = -145275.846425
  nChanged 0
		SP:Iteration 22F (16032.950000 sec): 3 clusters
  Score: Raw -147617.919044 + Penalty 2342.072620 = -145275.846425
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16032.960000 sec): 2 clusters
  Score: Raw -134167.817232 + Penalty 1156.282096 = -133011.535137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16032.960000 sec): 3 clusters
  Score: Raw -133712.272881 + Penalty 2312.564191 = -131399.708690
  nChanged 368
		SP:Iteration 1F (16032.960000 sec): 3 clusters
  Score: Raw -134021.237851 + Penalty 2312.564191 = -131708.673660
  nChanged 102
		SP:Iteration 2F (16032.960000 sec): 3 clusters
  Score: Raw -134112.993657 + Penalty 2312.564191 = -131800.429466
  nChanged 53
		SP:Iteration 3Q (16032.970000 sec): 3 clusters
  Score: Raw -134157.294765 + Penalty 2312.564191 = -131844.730574
  nChanged 40
		SP:Iteration 4Q (16032.970000 sec): 3 clusters
  Score: Raw -134190.196116 + Penalty 2312.564191 = -131877.631925
  nChanged 29
		SP:Iteration 5Q (16032.970000 sec): 3 clusters
  Score: Raw -134222.974552 + Penalty 2312.564191 = -131910.410361
  nChanged 33
		SP:Iteration 6Q (16032.980000 sec): 3 clusters
  Score: Raw -134249.630599 + Penalty 2312.564191 = -131937.066408
  nChanged 17
		SP:Iteration 7Q (16032.980000 sec): 3 clusters
  Score: Raw -134263.965474 + Penalty 2312.564191 = -131951.401283
  nChanged 16
		SP:Iteration 8Q (16032.980000 sec): 3 clusters
  Score: Raw -134278.777950 + Penalty 2312.564191 = -131966.213759
  nChanged 17
		SP:Iteration 9Q (16032.980000 sec): 3 clusters
  Score: Raw -134291.144427 + Penalty 2312.564191 = -131978.580236
  nChanged 8
		SP:Iteration 10Q (16032.990000 sec): 3 clusters
  Score: Raw -134297.632522 + Penalty 2312.564191 = -131985.068331
  nChanged 10
		SP:Iteration 11Q (16032.990000 sec): 3 clusters
  Score: Raw -134307.065197 + Penalty 2312.564191 = -131994.501006
  nChanged 9
		SP:Iteration 12Q (16033.000000 sec): 3 clusters
  Score: Raw -134315.386584 + Penalty 2312.564191 = -132002.822393
  nChanged 9
		SP:Iteration 13Q (16033.000000 sec): 3 clusters
  Score: Raw -134322.216471 + Penalty 2312.564191 = -132009.652280
  nChanged 6
		SP:Iteration 14Q (16033.000000 sec): 3 clusters
  Score: Raw -134326.387155 + Penalty 2312.564191 = -132013.822964
  nChanged 6
		SP:Iteration 15Q (16033.000000 sec): 3 clusters
  Score: Raw -134332.293997 + Penalty 2312.564191 = -132019.729806
  nChanged 7
		SP:Iteration 16Q (16033.000000 sec): 3 clusters
  Score: Raw -134336.221411 + Penalty 2312.564191 = -132023.657220
  nChanged 3
		SP:Iteration 17Q (16033.010000 sec): 3 clusters
  Score: Raw -134338.294403 + Penalty 2312.564191 = -132025.730212
  nChanged 2
		SP:Iteration 18Q (16033.010000 sec): 3 clusters
  Score: Raw -134340.660124 + Penalty 2312.564191 = -132028.095933
  nChanged 2
		SP:Iteration 19Q (16033.020000 sec): 3 clusters
  Score: Raw -134341.976968 + Penalty 2312.564191 = -132029.412777
  nChanged 1
		SP:Iteration 20F (16033.020000 sec): 3 clusters
  Score: Raw -134343.025178 + Penalty 2312.564191 = -132030.460987
  nChanged 3
		SP:Iteration 21Q (16033.020000 sec): 3 clusters
  Score: Raw -134344.352660 + Penalty 2312.564191 = -132031.788469
  nChanged 1
		SP:Iteration 22Q (16033.020000 sec): 3 clusters
  Score: Raw -134345.056808 + Penalty 2312.564191 = -132032.492617
  nChanged 0
		SP:Iteration 23F (16033.030000 sec): 3 clusters
  Score: Raw -134345.056808 + Penalty 2312.564191 = -132032.492617
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16033.030000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16033.030000 sec): 3 clusters
  Score: Raw -26377.248332 + Penalty 1783.904761 = -24593.343571
  nChanged 40
		SP:Iteration 1F (16033.030000 sec): 3 clusters
  Score: Raw -26471.877021 + Penalty 1783.904761 = -24687.972260
  nChanged 9
		SP:Iteration 2Q (16033.040000 sec): 3 clusters
  Score: Raw -26489.684836 + Penalty 1783.904761 = -24705.780075
  nChanged 3
		SP:Iteration 3Q (16033.040000 sec): 3 clusters
  Score: Raw -26498.766813 + Penalty 1783.904761 = -24714.862052
  nChanged 1
		SP:Iteration 4Q (16033.040000 sec): 3 clusters
  Score: Raw -26499.532814 + Penalty 1783.904761 = -24715.628053
  nChanged 0
		SP:Iteration 5F (16033.040000 sec): 3 clusters
  Score: Raw -26499.532814 + Penalty 1783.904761 = -24715.628053
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (35027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16033.160000 sec): 2 clusters
  Score: Raw -3765294.834924 + Penalty 1700.379602 = -3763594.455322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16033.250000 sec): 3 clusters
  Score: Raw -3743332.204646 + Penalty 3400.759203 = -3739931.445442
  nChanged 16276
		SP:Iteration 1F (16033.340000 sec): 3 clusters
  Score: Raw -3752959.505000 + Penalty 3400.759203 = -3749558.745797
  nChanged 2071
		SP:Iteration 2F (16033.430000 sec): 3 clusters
  Score: Raw -3754130.611144 + Penalty 3400.759203 = -3750729.851941
  nChanged 2225
		SP:Iteration 3F (16033.520000 sec): 3 clusters
  Score: Raw -3755428.746905 + Penalty 3400.759203 = -3752027.987701
  nChanged 2199
		SP:Iteration 4F (16033.620000 sec): 3 clusters
  Score: Raw -3756657.213490 + Penalty 3400.759203 = -3753256.454287
  nChanged 2086
		SP:Iteration 5F (16033.710000 sec): 3 clusters
  Score: Raw -3757738.479121 + Penalty 3400.759203 = -3754337.719917
  nChanged 1806
		SP:Iteration 6F (16033.800000 sec): 3 clusters
  Score: Raw -3758568.547015 + Penalty 3400.759203 = -3755167.787811
  nChanged 1516
		SP:Iteration 7Q (16033.900000 sec): 3 clusters
  Score: Raw -3759149.767215 + Penalty 3400.759203 = -3755749.008012
  nChanged 1224
		SP:Iteration 8Q (16033.990000 sec): 3 clusters
  Score: Raw -3759566.020044 + Penalty 3400.759203 = -3756165.260841
  nChanged 1055
		SP:Iteration 9Q (16034.090000 sec): 3 clusters
  Score: Raw -3759925.137785 + Penalty 3400.759203 = -3756524.378582
  nChanged 933
		SP:Iteration 10Q (16034.180000 sec): 3 clusters
  Score: Raw -3760250.249609 + Penalty 3400.759203 = -3756849.490406
  nChanged 871
		SP:Iteration 11Q (16034.280000 sec): 3 clusters
  Score: Raw -3760568.172042 + Penalty 3400.759203 = -3757167.412839
  nChanged 819
		SP:Iteration 12Q (16034.370000 sec): 3 clusters
  Score: Raw -3760889.882270 + Penalty 3400.759203 = -3757489.123067
  nChanged 842
		SP:Iteration 13Q (16034.460000 sec): 3 clusters
  Score: Raw -3761235.265746 + Penalty 3400.759203 = -3757834.506543
  nChanged 866
		SP:Iteration 14Q (16034.550000 sec): 3 clusters
  Score: Raw -3761605.264162 + Penalty 3400.759203 = -3758204.504959
  nChanged 831
		SP:Iteration 15Q (16034.640000 sec): 3 clusters
  Score: Raw -3761960.760249 + Penalty 3400.759203 = -3758560.001046
  nChanged 760
		SP:Iteration 16Q (16034.730000 sec): 3 clusters
  Score: Raw -3762255.993160 + Penalty 3400.759203 = -3758855.233957
  nChanged 686
		SP:Iteration 17Q (16034.820000 sec): 3 clusters
  Score: Raw -3762524.118663 + Penalty 3400.759203 = -3759123.359459
  nChanged 627
		SP:Iteration 18Q (16034.910000 sec): 3 clusters
  Score: Raw -3762768.909424 + Penalty 3400.759203 = -3759368.150220
  nChanged 602
		SP:Iteration 19Q (16035.000000 sec): 3 clusters
  Score: Raw -3762984.965418 + Penalty 3400.759203 = -3759584.206215
  nChanged 547
		SP:Iteration 20F (16035.100000 sec): 3 clusters
  Score: Raw -3763170.148449 + Penalty 3400.759203 = -3759769.389246
  nChanged 532
		SP:Iteration 21Q (16035.180000 sec): 3 clusters
  Score: Raw -3763348.271221 + Penalty 3400.759203 = -3759947.512018
  nChanged 534
		SP:Iteration 22Q (16035.270000 sec): 3 clusters
  Score: Raw -3763529.782060 + Penalty 3400.759203 = -3760129.022857
  nChanged 515
		SP:Iteration 23Q (16035.360000 sec): 3 clusters
  Score: Raw -3763712.429745 + Penalty 3400.759203 = -3760311.670541
  nChanged 517
		SP:Iteration 24Q (16035.440000 sec): 3 clusters
  Score: Raw -3763904.767404 + Penalty 3400.759203 = -3760504.008201
  nChanged 530
		SP:Iteration 25Q (16035.520000 sec): 3 clusters
  Score: Raw -3764125.379188 + Penalty 3400.759203 = -3760724.619984
  nChanged 531
		SP:Iteration 26Q (16035.610000 sec): 3 clusters
  Score: Raw -3764337.337183 + Penalty 3400.759203 = -3760936.577980
  nChanged 519
		SP:Iteration 27Q (16035.690000 sec): 3 clusters
  Score: Raw -3764571.610482 + Penalty 3400.759203 = -3761170.851278
  nChanged 493
		SP:Iteration 28Q (16035.770000 sec): 3 clusters
  Score: Raw -3764805.253725 + Penalty 3400.759203 = -3761404.494522
  nChanged 476
		SP:Iteration 29Q (16035.850000 sec): 3 clusters
  Score: Raw -3765028.524967 + Penalty 3400.759203 = -3761627.765764
  nChanged 478
		SP:Iteration 30Q (16035.930000 sec): 3 clusters
  Score: Raw -3765274.587869 + Penalty 3400.759203 = -3761873.828666
  nChanged 451
		SP:Iteration 31Q (16036.000000 sec): 3 clusters
  Score: Raw -3765518.494385 + Penalty 3400.759203 = -3762117.735182
  nChanged 427
		SP:Iteration 32Q (16036.080000 sec): 3 clusters
  Score: Raw -3765752.503154 + Penalty 3400.759203 = -3762351.743950
  nChanged 375
		SP:Iteration 33Q (16036.160000 sec): 3 clusters
  Score: Raw -3765940.048000 + Penalty 3400.759203 = -3762539.288796
  nChanged 289
		SP:Iteration 34Q (16036.240000 sec): 3 clusters
  Score: Raw -3766081.901687 + Penalty 3400.759203 = -3762681.142484
  nChanged 244
		SP:Iteration 35Q (16036.310000 sec): 3 clusters
  Score: Raw -3766221.594095 + Penalty 3400.759203 = -3762820.834892
  nChanged 213
		SP:Iteration 36Q (16036.390000 sec): 3 clusters
  Score: Raw -3766325.278296 + Penalty 3400.759203 = -3762924.519093
  nChanged 159
		SP:Iteration 37Q (16036.460000 sec): 3 clusters
  Score: Raw -3766396.353116 + Penalty 3400.759203 = -3762995.593912
  nChanged 125
		SP:Iteration 38Q (16036.540000 sec): 3 clusters
  Score: Raw -3766448.589105 + Penalty 3400.759203 = -3763047.829902
  nChanged 110
		SP:Iteration 39Q (16036.610000 sec): 3 clusters
  Score: Raw -3766493.798544 + Penalty 3400.759203 = -3763093.039340
  nChanged 97
		SP:Iteration 40F (16036.700000 sec): 3 clusters
  Score: Raw -3766535.428925 + Penalty 3400.759203 = -3763134.669722
  nChanged 81
		SP:Iteration 41Q (16036.770000 sec): 3 clusters
  Score: Raw -3766567.119313 + Penalty 3400.759203 = -3763166.360110
  nChanged 72
		SP:Iteration 42Q (16036.840000 sec): 3 clusters
  Score: Raw -3766592.708623 + Penalty 3400.759203 = -3763191.949420
  nChanged 39
		SP:Iteration 43Q (16036.910000 sec): 3 clusters
  Score: Raw -3766605.068142 + Penalty 3400.759203 = -3763204.308939
  nChanged 28
		SP:Iteration 44Q (16036.980000 sec): 3 clusters
  Score: Raw -3766613.632949 + Penalty 3400.759203 = -3763212.873746
  nChanged 29
		SP:Iteration 45Q (16037.060000 sec): 3 clusters
  Score: Raw -3766622.435968 + Penalty 3400.759203 = -3763221.676764
  nChanged 24
		SP:Iteration 46Q (16037.130000 sec): 3 clusters
  Score: Raw -3766628.231283 + Penalty 3400.759203 = -3763227.472079
  nChanged 20
		SP:Iteration 47Q (16037.200000 sec): 3 clusters
  Score: Raw -3766632.659202 + Penalty 3400.759203 = -3763231.899999
  nChanged 17
		SP:Iteration 48Q (16037.270000 sec): 3 clusters
  Score: Raw -3766635.822616 + Penalty 3400.759203 = -3763235.063412
  nChanged 14
		SP:Iteration 49Q (16037.340000 sec): 3 clusters
  Score: Raw -3766640.113997 + Penalty 3400.759203 = -3763239.354794
  nChanged 13
		SP:Iteration 50Q (16037.410000 sec): 3 clusters
  Score: Raw -3766645.488668 + Penalty 3400.759203 = -3763244.729464
  nChanged 17
		SP:Iteration 51Q (16037.480000 sec): 3 clusters
  Score: Raw -3766651.369046 + Penalty 3400.759203 = -3763250.609842
  nChanged 18
		SP:Iteration 52Q (16037.550000 sec): 3 clusters
  Score: Raw -3766658.846119 + Penalty 3400.759203 = -3763258.086916
  nChanged 24
		SP:Iteration 53Q (16037.620000 sec): 3 clusters
  Score: Raw -3766668.766428 + Penalty 3400.759203 = -3763268.007225
  nChanged 19
		SP:Iteration 54Q (16037.700000 sec): 3 clusters
  Score: Raw -3766676.900370 + Penalty 3400.759203 = -3763276.141167
  nChanged 20
		SP:Iteration 55Q (16037.760000 sec): 3 clusters
  Score: Raw -3766689.019382 + Penalty 3400.759203 = -3763288.260179
  nChanged 19
		SP:Iteration 56Q (16037.840000 sec): 3 clusters
  Score: Raw -3766697.783619 + Penalty 3400.759203 = -3763297.024416
  nChanged 22
		SP:Iteration 57Q (16037.900000 sec): 3 clusters
  Score: Raw -3766707.455988 + Penalty 3400.759203 = -3763306.696784
  nChanged 33
		SP:Iteration 58Q (16037.980000 sec): 3 clusters
  Score: Raw -3766722.969318 + Penalty 3400.759203 = -3763322.210115
  nChanged 30
		SP:Iteration 59Q (16038.040000 sec): 3 clusters
  Score: Raw -3766738.665429 + Penalty 3400.759203 = -3763337.906226
  nChanged 29
		SP:Iteration 60F (16038.140000 sec): 3 clusters
  Score: Raw -3766749.701004 + Penalty 3400.759203 = -3763348.941801
  nChanged 34
		SP:Iteration 61Q (16038.210000 sec): 3 clusters
  Score: Raw -3766762.820184 + Penalty 3400.759203 = -3763362.060981
  nChanged 33
		SP:Iteration 62Q (16038.280000 sec): 3 clusters
  Score: Raw -3766777.916490 + Penalty 3400.759203 = -3763377.157287
  nChanged 36
		SP:Iteration 63Q (16038.350000 sec): 3 clusters
  Score: Raw -3766796.018943 + Penalty 3400.759203 = -3763395.259740
  nChanged 32
		SP:Iteration 64Q (16038.420000 sec): 3 clusters
  Score: Raw -3766808.604899 + Penalty 3400.759203 = -3763407.845695
  nChanged 23
		SP:Iteration 65Q (16038.490000 sec): 3 clusters
  Score: Raw -3766817.252194 + Penalty 3400.759203 = -3763416.492990
  nChanged 22
		SP:Iteration 66Q (16038.560000 sec): 3 clusters
  Score: Raw -3766824.142301 + Penalty 3400.759203 = -3763423.383097
  nChanged 18
		SP:Iteration 67Q (16038.620000 sec): 3 clusters
  Score: Raw -3766828.688824 + Penalty 3400.759203 = -3763427.929621
  nChanged 15
		SP:Iteration 68Q (16038.700000 sec): 3 clusters
  Score: Raw -3766833.396453 + Penalty 3400.759203 = -3763432.637250
  nChanged 13
		SP:Iteration 69Q (16038.760000 sec): 3 clusters
  Score: Raw -3766837.019969 + Penalty 3400.759203 = -3763436.260765
  nChanged 11
		SP:Iteration 70Q (16038.830000 sec): 3 clusters
  Score: Raw -3766839.642877 + Penalty 3400.759203 = -3763438.883674
  nChanged 7
		SP:Iteration 71Q (16038.900000 sec): 3 clusters
  Score: Raw -3766841.505359 + Penalty 3400.759203 = -3763440.746156
  nChanged 3
		SP:Iteration 72Q (16038.970000 sec): 3 clusters
  Score: Raw -3766842.140431 + Penalty 3400.759203 = -3763441.381228
  nChanged 3
		SP:Iteration 73Q (16039.040000 sec): 3 clusters
  Score: Raw -3766842.730574 + Penalty 3400.759203 = -3763441.971371
  nChanged 1
		SP:Iteration 74Q (16039.110000 sec): 3 clusters
  Score: Raw -3766842.990722 + Penalty 3400.759203 = -3763442.231518
  nChanged 1
		SP:Iteration 75Q (16039.180000 sec): 3 clusters
  Score: Raw -3766843.188391 + Penalty 3400.759203 = -3763442.429187
  nChanged 1
		SP:Iteration 76Q (16039.240000 sec): 3 clusters
  Score: Raw -3766843.447088 + Penalty 3400.759203 = -3763442.687885
  nChanged 2
		SP:Iteration 77Q (16039.310000 sec): 3 clusters
  Score: Raw -3766843.750093 + Penalty 3400.759203 = -3763442.990890
  nChanged 1
		SP:Iteration 78Q (16039.380000 sec): 3 clusters
  Score: Raw -3766843.931078 + Penalty 3400.759203 = -3763443.171875
  nChanged 1
		SP:Iteration 79Q (16039.450000 sec): 3 clusters
  Score: Raw -3766844.109811 + Penalty 3400.759203 = -3763443.350608
  nChanged 0
		SP:Iteration 80F (16039.540000 sec): 3 clusters
  Score: Raw -3766844.109811 + Penalty 3400.759203 = -3763443.350608
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16039.580000 sec): 2 clusters
  Score: Raw -501993.061185 + Penalty 1361.339078 = -500631.722108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16039.590000 sec): 3 clusters
  Score: Raw -499796.876903 + Penalty 2722.678156 = -497074.198747
  nChanged 1736
		SP:Iteration 1F (16039.600000 sec): 3 clusters
  Score: Raw -500818.224940 + Penalty 2722.678156 = -498095.546784
  nChanged 324
		SP:Iteration 2F (16039.610000 sec): 3 clusters
  Score: Raw -501022.293214 + Penalty 2722.678156 = -498299.615058
  nChanged 254
		SP:Iteration 3F (16039.620000 sec): 3 clusters
  Score: Raw -501177.115858 + Penalty 2722.678156 = -498454.437702
  nChanged 217
		SP:Iteration 4Q (16039.630000 sec): 3 clusters
  Score: Raw -501309.381004 + Penalty 2722.678156 = -498586.702848
  nChanged 204
		SP:Iteration 5Q (16039.640000 sec): 3 clusters
  Score: Raw -501428.148864 + Penalty 2722.678156 = -498705.470708
  nChanged 135
		SP:Iteration 6Q (16039.650000 sec): 3 clusters
  Score: Raw -501498.458063 + Penalty 2722.678156 = -498775.779907
  nChanged 126
		SP:Iteration 7Q (16039.660000 sec): 3 clusters
  Score: Raw -501563.249702 + Penalty 2722.678156 = -498840.571547
  nChanged 119
		SP:Iteration 8Q (16039.670000 sec): 3 clusters
  Score: Raw -501630.343640 + Penalty 2722.678156 = -498907.665484
  nChanged 121
		SP:Iteration 9Q (16039.680000 sec): 3 clusters
  Score: Raw -501701.396121 + Penalty 2722.678156 = -498978.717965
  nChanged 125
		SP:Iteration 10Q (16039.700000 sec): 3 clusters
  Score: Raw -501762.072666 + Penalty 2722.678156 = -499039.394510
  nChanged 95
		SP:Iteration 11Q (16039.710000 sec): 3 clusters
  Score: Raw -501807.957016 + Penalty 2722.678156 = -499085.278860
  nChanged 95
		SP:Iteration 12Q (16039.720000 sec): 3 clusters
  Score: Raw -501853.049486 + Penalty 2722.678156 = -499130.371330
  nChanged 83
		SP:Iteration 13Q (16039.730000 sec): 3 clusters
  Score: Raw -501890.517896 + Penalty 2722.678156 = -499167.839740
  nChanged 81
		SP:Iteration 14Q (16039.740000 sec): 3 clusters
  Score: Raw -501928.447618 + Penalty 2722.678156 = -499205.769462
  nChanged 77
		SP:Iteration 15Q (16039.750000 sec): 3 clusters
  Score: Raw -501965.295583 + Penalty 2722.678156 = -499242.617427
  nChanged 69
		SP:Iteration 16Q (16039.760000 sec): 3 clusters
  Score: Raw -501994.164063 + Penalty 2722.678156 = -499271.485907
  nChanged 54
		SP:Iteration 17Q (16039.770000 sec): 3 clusters
  Score: Raw -502014.020309 + Penalty 2722.678156 = -499291.342154
  nChanged 38
		SP:Iteration 18Q (16039.780000 sec): 3 clusters
  Score: Raw -502030.661718 + Penalty 2722.678156 = -499307.983563
  nChanged 37
		SP:Iteration 19Q (16039.790000 sec): 3 clusters
  Score: Raw -502044.007055 + Penalty 2722.678156 = -499321.328899
  nChanged 37
		SP:Iteration 20F (16039.800000 sec): 3 clusters
  Score: Raw -502059.845734 + Penalty 2722.678156 = -499337.167578
  nChanged 38
		SP:Iteration 21Q (16039.810000 sec): 3 clusters
  Score: Raw -502074.610636 + Penalty 2722.678156 = -499351.932481
  nChanged 29
		SP:Iteration 22Q (16039.820000 sec): 3 clusters
  Score: Raw -502085.833168 + Penalty 2722.678156 = -499363.155012
  nChanged 24
		SP:Iteration 23Q (16039.840000 sec): 3 clusters
  Score: Raw -502094.751600 + Penalty 2722.678156 = -499372.073444
  nChanged 18
		SP:Iteration 24Q (16039.840000 sec): 3 clusters
  Score: Raw -502101.055233 + Penalty 2722.678156 = -499378.377077
  nChanged 23
		SP:Iteration 25Q (16039.860000 sec): 3 clusters
  Score: Raw -502108.457087 + Penalty 2722.678156 = -499385.778932
  nChanged 16
		SP:Iteration 26Q (16039.870000 sec): 3 clusters
  Score: Raw -502115.029760 + Penalty 2722.678156 = -499392.351605
  nChanged 12
		SP:Iteration 27Q (16039.880000 sec): 3 clusters
  Score: Raw -502119.780722 + Penalty 2722.678156 = -499397.102567
  nChanged 16
		SP:Iteration 28Q (16039.890000 sec): 3 clusters
  Score: Raw -502124.416069 + Penalty 2722.678156 = -499401.737913
  nChanged 14
		SP:Iteration 29Q (16039.900000 sec): 3 clusters
  Score: Raw -502127.938647 + Penalty 2722.678156 = -499405.260491
  nChanged 6
		SP:Iteration 30Q (16039.910000 sec): 3 clusters
  Score: Raw -502130.019597 + Penalty 2722.678156 = -499407.341441
  nChanged 8
		SP:Iteration 31Q (16039.920000 sec): 3 clusters
  Score: Raw -502131.985603 + Penalty 2722.678156 = -499409.307448
  nChanged 7
		SP:Iteration 32Q (16039.930000 sec): 3 clusters
  Score: Raw -502133.247095 + Penalty 2722.678156 = -499410.568939
  nChanged 4
		SP:Iteration 33Q (16039.940000 sec): 3 clusters
  Score: Raw -502134.257322 + Penalty 2722.678156 = -499411.579166
  nChanged 9
		SP:Iteration 34Q (16039.950000 sec): 3 clusters
  Score: Raw -502136.680168 + Penalty 2722.678156 = -499414.002012
  nChanged 5
		SP:Iteration 35Q (16039.960000 sec): 3 clusters
  Score: Raw -502138.219893 + Penalty 2722.678156 = -499415.541737
  nChanged 7
		SP:Iteration 36Q (16039.970000 sec): 3 clusters
  Score: Raw -502140.072331 + Penalty 2722.678156 = -499417.394175
  nChanged 5
		SP:Iteration 37Q (16039.980000 sec): 3 clusters
  Score: Raw -502141.434852 + Penalty 2722.678156 = -499418.756696
  nChanged 4
		SP:Iteration 38Q (16039.990000 sec): 3 clusters
  Score: Raw -502142.986699 + Penalty 2722.678156 = -499420.308543
  nChanged 4
		SP:Iteration 39Q (16040.000000 sec): 3 clusters
  Score: Raw -502144.528451 + Penalty 2722.678156 = -499421.850296
  nChanged 5
		SP:Iteration 40F (16040.020000 sec): 3 clusters
  Score: Raw -502146.860090 + Penalty 2722.678156 = -499424.181934
  nChanged 7
		SP:Iteration 41Q (16040.020000 sec): 3 clusters
  Score: Raw -502150.999460 + Penalty 2722.678156 = -499428.321304
  nChanged 8
		SP:Iteration 42Q (16040.040000 sec): 3 clusters
  Score: Raw -502153.610961 + Penalty 2722.678156 = -499430.932806
  nChanged 5
		SP:Iteration 43Q (16040.050000 sec): 3 clusters
  Score: Raw -502154.910572 + Penalty 2722.678156 = -499432.232416
  nChanged 7
		SP:Iteration 44Q (16040.060000 sec): 3 clusters
  Score: Raw -502156.768817 + Penalty 2722.678156 = -499434.090662
  nChanged 7
		SP:Iteration 45Q (16040.070000 sec): 3 clusters
  Score: Raw -502158.915495 + Penalty 2722.678156 = -499436.237339
  nChanged 9
		SP:Iteration 46Q (16040.080000 sec): 3 clusters
  Score: Raw -502161.206882 + Penalty 2722.678156 = -499438.528727
  nChanged 4
		SP:Iteration 47Q (16040.090000 sec): 3 clusters
  Score: Raw -502161.934483 + Penalty 2722.678156 = -499439.256328
  nChanged 5
		SP:Iteration 48Q (16040.100000 sec): 3 clusters
  Score: Raw -502163.494535 + Penalty 2722.678156 = -499440.816380
  nChanged 7
		SP:Iteration 49Q (16040.110000 sec): 3 clusters
  Score: Raw -502165.856800 + Penalty 2722.678156 = -499443.178644
  nChanged 3
		SP:Iteration 50Q (16040.120000 sec): 3 clusters
  Score: Raw -502166.528794 + Penalty 2722.678156 = -499443.850638
  nChanged 3
		SP:Iteration 51Q (16040.130000 sec): 3 clusters
  Score: Raw -502167.371852 + Penalty 2722.678156 = -499444.693696
  nChanged 2
		SP:Iteration 52Q (16040.140000 sec): 3 clusters
  Score: Raw -502167.931843 + Penalty 2722.678156 = -499445.253688
  nChanged 5
		SP:Iteration 53Q (16040.150000 sec): 3 clusters
  Score: Raw -502169.060901 + Penalty 2722.678156 = -499446.382746
  nChanged 1
		SP:Iteration 54Q (16040.160000 sec): 3 clusters
  Score: Raw -502169.901344 + Penalty 2722.678156 = -499447.223189
  nChanged 2
		SP:Iteration 55Q (16040.170000 sec): 3 clusters
  Score: Raw -502170.360127 + Penalty 2722.678156 = -499447.681972
  nChanged 1
		SP:Iteration 56Q (16040.180000 sec): 3 clusters
  Score: Raw -502170.486948 + Penalty 2722.678156 = -499447.808793
  nChanged 1
		SP:Iteration 57Q (16040.190000 sec): 3 clusters
  Score: Raw -502170.811701 + Penalty 2722.678156 = -499448.133545
  nChanged 1
		SP:Iteration 58Q (16040.200000 sec): 3 clusters
  Score: Raw -502171.157952 + Penalty 2722.678156 = -499448.479797
  nChanged 1
		SP:Iteration 59Q (16040.220000 sec): 3 clusters
  Score: Raw -502171.727916 + Penalty 2722.678156 = -499449.049760
  nChanged 1
		SP:Iteration 60F (16040.220000 sec): 3 clusters
  Score: Raw -502172.121643 + Penalty 2722.678156 = -499449.443487
  nChanged 2
		SP:Iteration 61Q (16040.240000 sec): 3 clusters
  Score: Raw -502172.905633 + Penalty 2722.678156 = -499450.227477
  nChanged 2
		SP:Iteration 62Q (16040.250000 sec): 3 clusters
  Score: Raw -502173.650956 + Penalty 2722.678156 = -499450.972800
  nChanged 1
		SP:Iteration 63Q (16040.260000 sec): 3 clusters
  Score: Raw -502173.901067 + Penalty 2722.678156 = -499451.222911
  nChanged 1
		SP:Iteration 64Q (16040.270000 sec): 3 clusters
  Score: Raw -502174.460137 + Penalty 2722.678156 = -499451.781982
  nChanged 2
		SP:Iteration 65Q (16040.280000 sec): 3 clusters
  Score: Raw -502174.852088 + Penalty 2722.678156 = -499452.173932
  nChanged 1
		SP:Iteration 66Q (16040.290000 sec): 3 clusters
  Score: Raw -502175.014449 + Penalty 2722.678156 = -499452.336293
  nChanged 2
		SP:Iteration 67Q (16040.300000 sec): 3 clusters
  Score: Raw -502175.318705 + Penalty 2722.678156 = -499452.640550
  nChanged 2
		SP:Iteration 68Q (16040.310000 sec): 3 clusters
  Score: Raw -502175.976153 + Penalty 2722.678156 = -499453.297998
  nChanged 2
		SP:Iteration 69Q (16040.320000 sec): 3 clusters
  Score: Raw -502177.019873 + Penalty 2722.678156 = -499454.341718
  nChanged 2
		SP:Iteration 70Q (16040.330000 sec): 3 clusters
  Score: Raw -502177.954779 + Penalty 2722.678156 = -499455.276624
  nChanged 3
		SP:Iteration 71Q (16040.340000 sec): 3 clusters
  Score: Raw -502179.331766 + Penalty 2722.678156 = -499456.653610
  nChanged 3
		SP:Iteration 72Q (16040.350000 sec): 3 clusters
  Score: Raw -502180.400866 + Penalty 2722.678156 = -499457.722711
  nChanged 3
		SP:Iteration 73Q (16040.360000 sec): 3 clusters
  Score: Raw -502181.525540 + Penalty 2722.678156 = -499458.847384
  nChanged 4
		SP:Iteration 74Q (16040.370000 sec): 3 clusters
  Score: Raw -502183.070907 + Penalty 2722.678156 = -499460.392751
  nChanged 1
		SP:Iteration 75Q (16040.380000 sec): 3 clusters
  Score: Raw -502183.258623 + Penalty 2722.678156 = -499460.580467
  nChanged 1
		SP:Iteration 76Q (16040.400000 sec): 3 clusters
  Score: Raw -502183.600678 + Penalty 2722.678156 = -499460.922522
  nChanged 0
		SP:Iteration 77F (16040.400000 sec): 3 clusters
  Score: Raw -502183.600678 + Penalty 2722.678156 = -499460.922522
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16040.420000 sec): 2 clusters
  Score: Raw -255439.533327 + Penalty 1281.366001 = -254158.167326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16040.420000 sec): 3 clusters
  Score: Raw -254272.985794 + Penalty 2562.732003 = -251710.253792
  nChanged 1016
		SP:Iteration 1F (16040.430000 sec): 3 clusters
  Score: Raw -255048.703107 + Penalty 2562.732003 = -252485.971105
  nChanged 256
		SP:Iteration 2F (16040.440000 sec): 3 clusters
  Score: Raw -255313.984957 + Penalty 2562.732003 = -252751.252954
  nChanged 177
		SP:Iteration 3F (16040.440000 sec): 3 clusters
  Score: Raw -255512.281320 + Penalty 2562.732003 = -252949.549317
  nChanged 163
		SP:Iteration 4F (16040.450000 sec): 3 clusters
  Score: Raw -255677.177585 + Penalty 2562.732003 = -253114.445582
  nChanged 126
		SP:Iteration 5Q (16040.460000 sec): 3 clusters
  Score: Raw -255795.953032 + Penalty 2562.732003 = -253233.221029
  nChanged 116
		SP:Iteration 6Q (16040.460000 sec): 3 clusters
  Score: Raw -255906.087281 + Penalty 2562.732003 = -253343.355278
  nChanged 93
		SP:Iteration 7Q (16040.470000 sec): 3 clusters
  Score: Raw -255995.477774 + Penalty 2562.732003 = -253432.745771
  nChanged 83
		SP:Iteration 8Q (16040.480000 sec): 3 clusters
  Score: Raw -256089.593770 + Penalty 2562.732003 = -253526.861767
  nChanged 80
		SP:Iteration 9Q (16040.480000 sec): 3 clusters
  Score: Raw -256170.734895 + Penalty 2562.732003 = -253608.002892
  nChanged 74
		SP:Iteration 10Q (16040.490000 sec): 3 clusters
  Score: Raw -256232.598160 + Penalty 2562.732003 = -253669.866157
  nChanged 57
		SP:Iteration 11Q (16040.500000 sec): 3 clusters
  Score: Raw -256272.160388 + Penalty 2562.732003 = -253709.428386
  nChanged 37
		SP:Iteration 12Q (16040.500000 sec): 3 clusters
  Score: Raw -256292.062890 + Penalty 2562.732003 = -253729.330887
  nChanged 28
		SP:Iteration 13Q (16040.510000 sec): 3 clusters
  Score: Raw -256308.757267 + Penalty 2562.732003 = -253746.025264
  nChanged 24
		SP:Iteration 14Q (16040.510000 sec): 3 clusters
  Score: Raw -256322.385976 + Penalty 2562.732003 = -253759.653973
  nChanged 19
		SP:Iteration 15Q (16040.520000 sec): 3 clusters
  Score: Raw -256331.209198 + Penalty 2562.732003 = -253768.477195
  nChanged 13
		SP:Iteration 16Q (16040.520000 sec): 3 clusters
  Score: Raw -256337.122749 + Penalty 2562.732003 = -253774.390746
  nChanged 7
		SP:Iteration 17Q (16040.530000 sec): 3 clusters
  Score: Raw -256339.308036 + Penalty 2562.732003 = -253776.576033
  nChanged 6
		SP:Iteration 18Q (16040.540000 sec): 3 clusters
  Score: Raw -256341.978106 + Penalty 2562.732003 = -253779.246103
  nChanged 3
		SP:Iteration 19Q (16040.540000 sec): 3 clusters
  Score: Raw -256342.810953 + Penalty 2562.732003 = -253780.078950
  nChanged 4
		SP:Iteration 20F (16040.550000 sec): 3 clusters
  Score: Raw -256344.632775 + Penalty 2562.732003 = -253781.900772
  nChanged 4
		SP:Iteration 21Q (16040.560000 sec): 3 clusters
  Score: Raw -256346.020758 + Penalty 2562.732003 = -253783.288756
  nChanged 2
		SP:Iteration 22Q (16040.560000 sec): 3 clusters
  Score: Raw -256346.562815 + Penalty 2562.732003 = -253783.830812
  nChanged 3
		SP:Iteration 23Q (16040.570000 sec): 3 clusters
  Score: Raw -256347.249720 + Penalty 2562.732003 = -253784.517717
  nChanged 0
		SP:Iteration 24F (16040.580000 sec): 3 clusters
  Score: Raw -256347.249720 + Penalty 2562.732003 = -253784.517717
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16040.690000 sec): 2 clusters
  Score: Raw -4461537.720509 + Penalty 1713.039653 = -4459824.680856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16040.790000 sec): 3 clusters
  Score: Raw -4437777.514568 + Penalty 3426.079307 = -4434351.435261
  nChanged 17669
		SP:Iteration 1F (16040.890000 sec): 3 clusters
  Score: Raw -4447803.382486 + Penalty 3426.079307 = -4444377.303179
  nChanged 1771
		SP:Iteration 2Q (16041.000000 sec): 3 clusters
  Score: Raw -4448501.036582 + Penalty 3426.079307 = -4445074.957275
  nChanged 1997
		SP:Iteration 3F (16041.100000 sec): 3 clusters
  Score: Raw -4449474.860652 + Penalty 3426.079307 = -4446048.781345
  nChanged 2350
		SP:Iteration 4F (16041.200000 sec): 3 clusters
  Score: Raw -4450842.529591 + Penalty 3426.079307 = -4447416.450284
  nChanged 2696
		SP:Iteration 5F (16041.300000 sec): 3 clusters
  Score: Raw -4452656.452924 + Penalty 3426.079307 = -4449230.373617
  nChanged 2790
		SP:Iteration 6F (16041.400000 sec): 3 clusters
  Score: Raw -4454724.421252 + Penalty 3426.079307 = -4451298.341946
  nChanged 2606
		SP:Iteration 7F (16041.500000 sec): 3 clusters
  Score: Raw -4456670.955052 + Penalty 3426.079307 = -4453244.875746
  nChanged 2048
		SP:Iteration 8F (16041.600000 sec): 3 clusters
  Score: Raw -4458168.730265 + Penalty 3426.079307 = -4454742.650959
  nChanged 1615
		SP:Iteration 9Q (16041.700000 sec): 3 clusters
  Score: Raw -4459284.256721 + Penalty 3426.079307 = -4455858.177415
  nChanged 1172
		SP:Iteration 10Q (16041.800000 sec): 3 clusters
  Score: Raw -4460049.138128 + Penalty 3426.079307 = -4456623.058821
  nChanged 913
		SP:Iteration 11Q (16041.900000 sec): 3 clusters
  Score: Raw -4460624.907644 + Penalty 3426.079307 = -4457198.828337
  nChanged 678
		SP:Iteration 12Q (16042.000000 sec): 3 clusters
  Score: Raw -4461040.850366 + Penalty 3426.079307 = -4457614.771059
  nChanged 474
		SP:Iteration 13Q (16042.090000 sec): 3 clusters
  Score: Raw -4461300.591749 + Penalty 3426.079307 = -4457874.512442
  nChanged 331
		SP:Iteration 14Q (16042.180000 sec): 3 clusters
  Score: Raw -4461492.216395 + Penalty 3426.079307 = -4458066.137088
  nChanged 212
		SP:Iteration 15Q (16042.260000 sec): 3 clusters
  Score: Raw -4461618.487852 + Penalty 3426.079307 = -4458192.408545
  nChanged 160
		SP:Iteration 16Q (16042.350000 sec): 3 clusters
  Score: Raw -4461714.566521 + Penalty 3426.079307 = -4458288.487215
  nChanged 120
		SP:Iteration 17Q (16042.430000 sec): 3 clusters
  Score: Raw -4461791.465321 + Penalty 3426.079307 = -4458365.386014
  nChanged 101
		SP:Iteration 18Q (16042.510000 sec): 3 clusters
  Score: Raw -4461844.365978 + Penalty 3426.079307 = -4458418.286672
  nChanged 59
		SP:Iteration 19Q (16042.580000 sec): 3 clusters
  Score: Raw -4461876.792439 + Penalty 3426.079307 = -4458450.713132
  nChanged 39
		SP:Iteration 20F (16042.680000 sec): 3 clusters
  Score: Raw -4461903.345630 + Penalty 3426.079307 = -4458477.266324
  nChanged 42
		SP:Iteration 21Q (16042.760000 sec): 3 clusters
  Score: Raw -4461930.090846 + Penalty 3426.079307 = -4458504.011540
  nChanged 28
		SP:Iteration 22Q (16042.840000 sec): 3 clusters
  Score: Raw -4461945.800988 + Penalty 3426.079307 = -4458519.721681
  nChanged 18
		SP:Iteration 23Q (16042.910000 sec): 3 clusters
  Score: Raw -4461956.533321 + Penalty 3426.079307 = -4458530.454015
  nChanged 17
		SP:Iteration 24Q (16042.980000 sec): 3 clusters
  Score: Raw -4461967.416069 + Penalty 3426.079307 = -4458541.336763
  nChanged 18
		SP:Iteration 25Q (16043.060000 sec): 3 clusters
  Score: Raw -4461977.943330 + Penalty 3426.079307 = -4458551.864023
  nChanged 16
		SP:Iteration 26Q (16043.130000 sec): 3 clusters
  Score: Raw -4461986.864587 + Penalty 3426.079307 = -4458560.785280
  nChanged 7
		SP:Iteration 27Q (16043.200000 sec): 3 clusters
  Score: Raw -4461991.492202 + Penalty 3426.079307 = -4458565.412896
  nChanged 8
		SP:Iteration 28Q (16043.280000 sec): 3 clusters
  Score: Raw -4461997.474781 + Penalty 3426.079307 = -4458571.395474
  nChanged 7
		SP:Iteration 29Q (16043.350000 sec): 3 clusters
  Score: Raw -4462002.913083 + Penalty 3426.079307 = -4458576.833776
  nChanged 9
		SP:Iteration 30Q (16043.420000 sec): 3 clusters
  Score: Raw -4462007.968062 + Penalty 3426.079307 = -4458581.888756
  nChanged 7
		SP:Iteration 31Q (16043.500000 sec): 3 clusters
  Score: Raw -4462011.865906 + Penalty 3426.079307 = -4458585.786600
  nChanged 6
		SP:Iteration 32Q (16043.570000 sec): 3 clusters
  Score: Raw -4462015.069516 + Penalty 3426.079307 = -4458588.990210
  nChanged 10
		SP:Iteration 33Q (16043.640000 sec): 3 clusters
  Score: Raw -4462018.257306 + Penalty 3426.079307 = -4458592.177999
  nChanged 7
		SP:Iteration 34Q (16043.710000 sec): 3 clusters
  Score: Raw -4462020.861559 + Penalty 3426.079307 = -4458594.782253
  nChanged 4
		SP:Iteration 35Q (16043.780000 sec): 3 clusters
  Score: Raw -4462022.184482 + Penalty 3426.079307 = -4458596.105175
  nChanged 1
		SP:Iteration 36Q (16043.860000 sec): 3 clusters
  Score: Raw -4462022.499686 + Penalty 3426.079307 = -4458596.420379
  nChanged 0
		SP:Iteration 37F (16043.960000 sec): 3 clusters
  Score: Raw -4462022.499686 + Penalty 3426.079307 = -4458596.420379
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16043.980000 sec): 2 clusters
  Score: Raw -71850.205428 + Penalty 1059.361434 = -70790.843993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16043.980000 sec): 3 clusters
  Score: Raw -71699.267942 + Penalty 2118.722869 = -69580.545074
  nChanged 177
		SP:Iteration 1F (16043.980000 sec): 3 clusters
  Score: Raw -71902.328745 + Penalty 2118.722869 = -69783.605876
  nChanged 51
		SP:Iteration 2F (16043.990000 sec): 3 clusters
  Score: Raw -71990.315346 + Penalty 2118.722869 = -69871.592477
  nChanged 23
		SP:Iteration 3Q (16043.990000 sec): 3 clusters
  Score: Raw -72022.463478 + Penalty 2118.722869 = -69903.740609
  nChanged 10
		SP:Iteration 4Q (16043.990000 sec): 3 clusters
  Score: Raw -72033.906950 + Penalty 2118.722869 = -69915.184081
  nChanged 5
		SP:Iteration 5Q (16043.990000 sec): 3 clusters
  Score: Raw -72041.764968 + Penalty 2118.722869 = -69923.042100
  nChanged 7
		SP:Iteration 6Q (16043.990000 sec): 3 clusters
  Score: Raw -72047.262118 + Penalty 2118.722869 = -69928.539249
  nChanged 4
		SP:Iteration 7Q (16044.000000 sec): 3 clusters
  Score: Raw -72051.559545 + Penalty 2118.722869 = -69932.836676
  nChanged 5
		SP:Iteration 8Q (16044.000000 sec): 3 clusters
  Score: Raw -72060.954193 + Penalty 2118.722869 = -69942.231325
  nChanged 4
		SP:Iteration 9Q (16044.000000 sec): 3 clusters
  Score: Raw -72063.565079 + Penalty 2118.722869 = -69944.842210
  nChanged 0
		SP:Iteration 10F (16044.000000 sec): 3 clusters
  Score: Raw -72063.565079 + Penalty 2118.722869 = -69944.842210
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 81 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16044.000000 sec): 2 clusters
  Score: Raw -15722.826094 + Penalty 830.698016 = -14892.128078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16044.000000 sec): 3 clusters
  Score: Raw -15964.781518 + Penalty 1661.396031 = -14303.385487
  nChanged 34
		SP:Iteration 1F (16044.000000 sec): 3 clusters
  Score: Raw -16130.443858 + Penalty 1661.396031 = -14469.047827
  nChanged 8
		SP:Iteration 2Q (16044.000000 sec): 3 clusters
  Score: Raw -16165.834794 + Penalty 1661.396031 = -14504.438763
  nChanged 2
		SP:Iteration 3Q (16044.000000 sec): 3 clusters
  Score: Raw -16172.045018 + Penalty 1661.396031 = -14510.648987
  nChanged 1
		SP:Iteration 4Q (16044.000000 sec): 3 clusters
  Score: Raw -16176.046647 + Penalty 1661.396031 = -14514.650616
  nChanged 0
		SP:Iteration 5F (16044.010000 sec): 3 clusters
  Score: Raw -16176.046647 + Penalty 1661.396031 = -14514.650616
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 82 (1715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16044.020000 sec): 2 clusters
  Score: Raw -186126.900969 + Penalty 1210.164858 = -184916.736110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16044.020000 sec): 3 clusters
  Score: Raw -185412.448033 + Penalty 2420.329717 = -182992.118316
  nChanged 614
		SP:Iteration 1F (16044.020000 sec): 3 clusters
  Score: Raw -185850.776820 + Penalty 2420.329717 = -183430.447103
  nChanged 134
		SP:Iteration 2F (16044.030000 sec): 3 clusters
  Score: Raw -185976.721624 + Penalty 2420.329717 = -183556.391907
  nChanged 92
		SP:Iteration 3F (16044.030000 sec): 3 clusters
  Score: Raw -186044.126286 + Penalty 2420.329717 = -183623.796569
  nChanged 50
		SP:Iteration 4Q (16044.040000 sec): 3 clusters
  Score: Raw -186078.289478 + Penalty 2420.329717 = -183657.959761
  nChanged 34
		SP:Iteration 5Q (16044.040000 sec): 3 clusters
  Score: Raw -186101.961694 + Penalty 2420.329717 = -183681.631977
  nChanged 39
		SP:Iteration 6Q (16044.040000 sec): 3 clusters
  Score: Raw -186132.534253 + Penalty 2420.329717 = -183712.204536
  nChanged 22
		SP:Iteration 7Q (16044.050000 sec): 3 clusters
  Score: Raw -186148.258715 + Penalty 2420.329717 = -183727.928998
  nChanged 24
		SP:Iteration 8Q (16044.050000 sec): 3 clusters
  Score: Raw -186167.203255 + Penalty 2420.329717 = -183746.873538
  nChanged 26
		SP:Iteration 9Q (16044.060000 sec): 3 clusters
  Score: Raw -186195.952764 + Penalty 2420.329717 = -183775.623047
  nChanged 27
		SP:Iteration 10Q (16044.060000 sec): 3 clusters
  Score: Raw -186221.655875 + Penalty 2420.329717 = -183801.326159
  nChanged 24
		SP:Iteration 11Q (16044.070000 sec): 3 clusters
  Score: Raw -186245.246396 + Penalty 2420.329717 = -183824.916679
  nChanged 23
		SP:Iteration 12Q (16044.070000 sec): 3 clusters
  Score: Raw -186264.076105 + Penalty 2420.329717 = -183843.746388
  nChanged 23
		SP:Iteration 13Q (16044.080000 sec): 3 clusters
  Score: Raw -186283.861755 + Penalty 2420.329717 = -183863.532038
  nChanged 20
		SP:Iteration 14Q (16044.080000 sec): 3 clusters
  Score: Raw -186295.524531 + Penalty 2420.329717 = -183875.194815
  nChanged 10
		SP:Iteration 15Q (16044.080000 sec): 3 clusters
  Score: Raw -186300.265962 + Penalty 2420.329717 = -183879.936245
  nChanged 9
		SP:Iteration 16Q (16044.090000 sec): 3 clusters
  Score: Raw -186305.754293 + Penalty 2420.329717 = -183885.424576
  nChanged 11
		SP:Iteration 17Q (16044.090000 sec): 3 clusters
  Score: Raw -186312.257459 + Penalty 2420.329717 = -183891.927742
  nChanged 5
		SP:Iteration 18Q (16044.100000 sec): 3 clusters
  Score: Raw -186315.633933 + Penalty 2420.329717 = -183895.304216
  nChanged 6
		SP:Iteration 19Q (16044.100000 sec): 3 clusters
  Score: Raw -186318.804226 + Penalty 2420.329717 = -183898.474509
  nChanged 7
		SP:Iteration 20F (16044.100000 sec): 3 clusters
  Score: Raw -186322.199399 + Penalty 2420.329717 = -183901.869682
  nChanged 6
		SP:Iteration 21Q (16044.110000 sec): 3 clusters
  Score: Raw -186326.760345 + Penalty 2420.329717 = -183906.430628
  nChanged 5
		SP:Iteration 22Q (16044.110000 sec): 3 clusters
  Score: Raw -186329.494057 + Penalty 2420.329717 = -183909.164340
  nChanged 8
		SP:Iteration 23Q (16044.120000 sec): 3 clusters
  Score: Raw -186334.002190 + Penalty 2420.329717 = -183913.672473
  nChanged 6
		SP:Iteration 24Q (16044.120000 sec): 3 clusters
  Score: Raw -186337.079200 + Penalty 2420.329717 = -183916.749483
  nChanged 6
		SP:Iteration 25Q (16044.120000 sec): 3 clusters
  Score: Raw -186339.905688 + Penalty 2420.329717 = -183919.575972
  nChanged 3
		SP:Iteration 26Q (16044.130000 sec): 3 clusters
  Score: Raw -186340.611210 + Penalty 2420.329717 = -183920.281494
  nChanged 1
		SP:Iteration 27Q (16044.130000 sec): 3 clusters
  Score: Raw -186340.918738 + Penalty 2420.329717 = -183920.589021
  nChanged 3
		SP:Iteration 28Q (16044.140000 sec): 3 clusters
  Score: Raw -186342.358832 + Penalty 2420.329717 = -183922.029115
  nChanged 2
		SP:Iteration 29Q (16044.140000 sec): 3 clusters
  Score: Raw -186344.280293 + Penalty 2420.329717 = -183923.950576
  nChanged 6
		SP:Iteration 30Q (16044.140000 sec): 3 clusters
  Score: Raw -186347.660100 + Penalty 2420.329717 = -183927.330383
  nChanged 8
		SP:Iteration 31Q (16044.150000 sec): 3 clusters
  Score: Raw -186352.055182 + Penalty 2420.329717 = -183931.725466
  nChanged 6
		SP:Iteration 32Q (16044.150000 sec): 3 clusters
  Score: Raw -186355.814879 + Penalty 2420.329717 = -183935.485162
  nChanged 8
		SP:Iteration 33Q (16044.160000 sec): 3 clusters
  Score: Raw -186360.620057 + Penalty 2420.329717 = -183940.290340
  nChanged 5
		SP:Iteration 34Q (16044.160000 sec): 3 clusters
  Score: Raw -186362.992354 + Penalty 2420.329717 = -183942.662637
  nChanged 5
		SP:Iteration 35Q (16044.160000 sec): 3 clusters
  Score: Raw -186367.697167 + Penalty 2420.329717 = -183947.367450
  nChanged 8
		SP:Iteration 36Q (16044.170000 sec): 3 clusters
  Score: Raw -186373.923052 + Penalty 2420.329717 = -183953.593335
  nChanged 9
		SP:Iteration 37Q (16044.170000 sec): 3 clusters
  Score: Raw -186380.336229 + Penalty 2420.329717 = -183960.006512
  nChanged 11
		SP:Iteration 38Q (16044.180000 sec): 3 clusters
  Score: Raw -186388.695252 + Penalty 2420.329717 = -183968.365535
  nChanged 15
		SP:Iteration 39Q (16044.180000 sec): 3 clusters
  Score: Raw -186402.310144 + Penalty 2420.329717 = -183981.980428
  nChanged 23
		SP:Iteration 40F (16044.180000 sec): 3 clusters
  Score: Raw -186420.943419 + Penalty 2420.329717 = -184000.613703
  nChanged 24
		SP:Iteration 41Q (16044.190000 sec): 3 clusters
  Score: Raw -186452.924443 + Penalty 2420.329717 = -184032.594726
  nChanged 37
		SP:Iteration 42Q (16044.200000 sec): 3 clusters
  Score: Raw -186504.429889 + Penalty 2420.329717 = -184084.100172
  nChanged 40
		SP:Iteration 43Q (16044.200000 sec): 3 clusters
  Score: Raw -186577.911944 + Penalty 2420.329717 = -184157.582227
  nChanged 55
		SP:Iteration 44Q (16044.200000 sec): 3 clusters
  Score: Raw -186662.723049 + Penalty 2420.329717 = -184242.393332
  nChanged 43
		SP:Iteration 45Q (16044.200000 sec): 3 clusters
  Score: Raw -186724.046498 + Penalty 2420.329717 = -184303.716781
  nChanged 48
		SP:Iteration 46Q (16044.210000 sec): 3 clusters
  Score: Raw -186803.665040 + Penalty 2420.329717 = -184383.335323
  nChanged 48
		SP:Iteration 47Q (16044.210000 sec): 3 clusters
  Score: Raw -186877.898142 + Penalty 2420.329717 = -184457.568425
  nChanged 44
		SP:Iteration 48Q (16044.220000 sec): 3 clusters
  Score: Raw -186947.399763 + Penalty 2420.329717 = -184527.070047
  nChanged 46
		SP:Iteration 49Q (16044.220000 sec): 3 clusters
  Score: Raw -187020.965460 + Penalty 2420.329717 = -184600.635743
  nChanged 53
		SP:Iteration 50Q (16044.220000 sec): 3 clusters
  Score: Raw -187118.121764 + Penalty 2420.329717 = -184697.792047
  nChanged 46
		SP:Iteration 51Q (16044.230000 sec): 3 clusters
  Score: Raw -187208.438021 + Penalty 2420.329717 = -184788.108304
  nChanged 42
		SP:Iteration 52Q (16044.230000 sec): 3 clusters
  Score: Raw -187275.773356 + Penalty 2420.329717 = -184855.443639
  nChanged 28
		SP:Iteration 53Q (16044.240000 sec): 3 clusters
  Score: Raw -187317.226452 + Penalty 2420.329717 = -184896.896735
  nChanged 20
		SP:Iteration 54Q (16044.240000 sec): 3 clusters
  Score: Raw -187339.668533 + Penalty 2420.329717 = -184919.338816
  nChanged 13
		SP:Iteration 55Q (16044.240000 sec): 3 clusters
  Score: Raw -187351.621451 + Penalty 2420.329717 = -184931.291735
  nChanged 3
		SP:Iteration 56Q (16044.240000 sec): 3 clusters
  Score: Raw -187352.752824 + Penalty 2420.329717 = -184932.423107
  nChanged 1
		SP:Iteration 57Q (16044.250000 sec): 3 clusters
  Score: Raw -187355.127464 + Penalty 2420.329717 = -184934.797747
  nChanged 3
		SP:Iteration 58Q (16044.250000 sec): 3 clusters
  Score: Raw -187357.299444 + Penalty 2420.329717 = -184936.969727
  nChanged 2
		SP:Iteration 59Q (16044.260000 sec): 3 clusters
  Score: Raw -187358.154605 + Penalty 2420.329717 = -184937.824888
  nChanged 0
		SP:Iteration 60F (16044.260000 sec): 3 clusters
  Score: Raw -187361.652568 + Penalty 2420.329717 = -184941.322851
  nChanged 3
		SP:Iteration 61Q (16044.260000 sec): 3 clusters
  Score: Raw -187364.894847 + Penalty 2420.329717 = -184944.565131
  nChanged 2
		SP:Iteration 62Q (16044.270000 sec): 3 clusters
  Score: Raw -187365.885807 + Penalty 2420.329717 = -184945.556090
  nChanged 1
		SP:Iteration 63Q (16044.270000 sec): 3 clusters
  Score: Raw -187366.607347 + Penalty 2420.329717 = -184946.277630
  nChanged 1
		SP:Iteration 64Q (16044.270000 sec): 3 clusters
  Score: Raw -187366.948784 + Penalty 2420.329717 = -184946.619067
  nChanged 1
		SP:Iteration 65Q (16044.280000 sec): 3 clusters
  Score: Raw -187367.270364 + Penalty 2420.329717 = -184946.940647
  nChanged 1
		SP:Iteration 66Q (16044.280000 sec): 3 clusters
  Score: Raw -187367.706162 + Penalty 2420.329717 = -184947.376445
  nChanged 0
		SP:Iteration 67F (16044.280000 sec): 3 clusters
  Score: Raw -187367.706162 + Penalty 2420.329717 = -184947.376445
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 83 (5027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16044.310000 sec): 2 clusters
  Score: Raw -571568.840664 + Penalty 1384.919033 = -570183.921631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16044.320000 sec): 3 clusters
  Score: Raw -568903.234842 + Penalty 2769.838066 = -566133.396776
  nChanged 2087
		SP:Iteration 1F (16044.340000 sec): 3 clusters
  Score: Raw -570085.316273 + Penalty 2769.838066 = -567315.478207
  nChanged 351
		SP:Iteration 2F (16044.350000 sec): 3 clusters
  Score: Raw -570258.510917 + Penalty 2769.838066 = -567488.672851
  nChanged 236
		SP:Iteration 3Q (16044.360000 sec): 3 clusters
  Score: Raw -570374.890202 + Penalty 2769.838066 = -567605.052136
  nChanged 208
		SP:Iteration 4Q (16044.370000 sec): 3 clusters
  Score: Raw -570474.805149 + Penalty 2769.838066 = -567704.967083
  nChanged 167
		SP:Iteration 5Q (16044.380000 sec): 3 clusters
  Score: Raw -570556.763311 + Penalty 2769.838066 = -567786.925245
  nChanged 137
		SP:Iteration 6Q (16044.400000 sec): 3 clusters
  Score: Raw -570639.507628 + Penalty 2769.838066 = -567869.669562
  nChanged 158
		SP:Iteration 7Q (16044.410000 sec): 3 clusters
  Score: Raw -570731.981938 + Penalty 2769.838066 = -567962.143872
  nChanged 155
		SP:Iteration 8Q (16044.420000 sec): 3 clusters
  Score: Raw -570810.494406 + Penalty 2769.838066 = -568040.656340
  nChanged 143
		SP:Iteration 9Q (16044.440000 sec): 3 clusters
  Score: Raw -570895.052738 + Penalty 2769.838066 = -568125.214672
  nChanged 143
		SP:Iteration 10Q (16044.450000 sec): 3 clusters
  Score: Raw -570983.709443 + Penalty 2769.838066 = -568213.871377
  nChanged 139
		SP:Iteration 11Q (16044.460000 sec): 3 clusters
  Score: Raw -571083.901088 + Penalty 2769.838066 = -568314.063023
  nChanged 127
		SP:Iteration 12Q (16044.470000 sec): 3 clusters
  Score: Raw -571164.852950 + Penalty 2769.838066 = -568395.014885
  nChanged 100
		SP:Iteration 13Q (16044.480000 sec): 3 clusters
  Score: Raw -571232.567871 + Penalty 2769.838066 = -568462.729805
  nChanged 100
		SP:Iteration 14Q (16044.500000 sec): 3 clusters
  Score: Raw -571300.867033 + Penalty 2769.838066 = -568531.028967
  nChanged 97
		SP:Iteration 15Q (16044.510000 sec): 3 clusters
  Score: Raw -571371.476743 + Penalty 2769.838066 = -568601.638677
  nChanged 81
		SP:Iteration 16Q (16044.520000 sec): 3 clusters
  Score: Raw -571423.007825 + Penalty 2769.838066 = -568653.169759
  nChanged 59
		SP:Iteration 17Q (16044.530000 sec): 3 clusters
  Score: Raw -571462.393832 + Penalty 2769.838066 = -568692.555766
  nChanged 52
		SP:Iteration 18Q (16044.540000 sec): 3 clusters
  Score: Raw -571491.505797 + Penalty 2769.838066 = -568721.667731
  nChanged 31
		SP:Iteration 19Q (16044.560000 sec): 3 clusters
  Score: Raw -571506.151006 + Penalty 2769.838066 = -568736.312941
  nChanged 32
		SP:Iteration 20F (16044.570000 sec): 3 clusters
  Score: Raw -571526.561459 + Penalty 2769.838066 = -568756.723393
  nChanged 33
		SP:Iteration 21Q (16044.580000 sec): 3 clusters
  Score: Raw -571549.237602 + Penalty 2769.838066 = -568779.399536
  nChanged 30
		SP:Iteration 22Q (16044.590000 sec): 3 clusters
  Score: Raw -571566.191524 + Penalty 2769.838066 = -568796.353458
  nChanged 34
		SP:Iteration 23Q (16044.610000 sec): 3 clusters
  Score: Raw -571589.380340 + Penalty 2769.838066 = -568819.542274
  nChanged 22
		SP:Iteration 24Q (16044.620000 sec): 3 clusters
  Score: Raw -571604.510138 + Penalty 2769.838066 = -568834.672072
  nChanged 26
		SP:Iteration 25Q (16044.630000 sec): 3 clusters
  Score: Raw -571617.917612 + Penalty 2769.838066 = -568848.079546
  nChanged 19
		SP:Iteration 26Q (16044.640000 sec): 3 clusters
  Score: Raw -571632.527106 + Penalty 2769.838066 = -568862.689041
  nChanged 26
		SP:Iteration 27Q (16044.650000 sec): 3 clusters
  Score: Raw -571646.474669 + Penalty 2769.838066 = -568876.636604
  nChanged 22
		SP:Iteration 28Q (16044.660000 sec): 3 clusters
  Score: Raw -571662.874361 + Penalty 2769.838066 = -568893.036296
  nChanged 20
		SP:Iteration 29Q (16044.670000 sec): 3 clusters
  Score: Raw -571676.064285 + Penalty 2769.838066 = -568906.226219
  nChanged 15
		SP:Iteration 30Q (16044.680000 sec): 3 clusters
  Score: Raw -571688.429240 + Penalty 2769.838066 = -568918.591174
  nChanged 15
		SP:Iteration 31Q (16044.690000 sec): 3 clusters
  Score: Raw -571698.706984 + Penalty 2769.838066 = -568928.868919
  nChanged 16
		SP:Iteration 32Q (16044.700000 sec): 3 clusters
  Score: Raw -571711.511489 + Penalty 2769.838066 = -568941.673424
  nChanged 12
		SP:Iteration 33Q (16044.710000 sec): 3 clusters
  Score: Raw -571718.167606 + Penalty 2769.838066 = -568948.329541
  nChanged 8
		SP:Iteration 34Q (16044.720000 sec): 3 clusters
  Score: Raw -571722.633571 + Penalty 2769.838066 = -568952.795505
  nChanged 7
		SP:Iteration 35Q (16044.730000 sec): 3 clusters
  Score: Raw -571726.922907 + Penalty 2769.838066 = -568957.084841
  nChanged 6
		SP:Iteration 36Q (16044.740000 sec): 3 clusters
  Score: Raw -571730.641569 + Penalty 2769.838066 = -568960.803503
  nChanged 4
		SP:Iteration 37Q (16044.750000 sec): 3 clusters
  Score: Raw -571733.017483 + Penalty 2769.838066 = -568963.179417
  nChanged 5
		SP:Iteration 38Q (16044.760000 sec): 3 clusters
  Score: Raw -571736.327624 + Penalty 2769.838066 = -568966.489558
  nChanged 4
		SP:Iteration 39Q (16044.770000 sec): 3 clusters
  Score: Raw -571739.804597 + Penalty 2769.838066 = -568969.966532
  nChanged 4
		SP:Iteration 40F (16044.780000 sec): 3 clusters
  Score: Raw -571742.029002 + Penalty 2769.838066 = -568972.190936
  nChanged 4
		SP:Iteration 41Q (16044.790000 sec): 3 clusters
  Score: Raw -571744.700988 + Penalty 2769.838066 = -568974.862922
  nChanged 2
		SP:Iteration 42Q (16044.800000 sec): 3 clusters
  Score: Raw -571746.184635 + Penalty 2769.838066 = -568976.346570
  nChanged 3
		SP:Iteration 43Q (16044.810000 sec): 3 clusters
  Score: Raw -571748.066233 + Penalty 2769.838066 = -568978.228168
  nChanged 3
		SP:Iteration 44Q (16044.820000 sec): 3 clusters
  Score: Raw -571750.060323 + Penalty 2769.838066 = -568980.222257
  nChanged 4
		SP:Iteration 45Q (16044.830000 sec): 3 clusters
  Score: Raw -571752.825789 + Penalty 2769.838066 = -568982.987723
  nChanged 5
		SP:Iteration 46Q (16044.840000 sec): 3 clusters
  Score: Raw -571755.580512 + Penalty 2769.838066 = -568985.742446
  nChanged 4
		SP:Iteration 47Q (16044.850000 sec): 3 clusters
  Score: Raw -571757.447251 + Penalty 2769.838066 = -568987.609186
  nChanged 3
		SP:Iteration 48Q (16044.860000 sec): 3 clusters
  Score: Raw -571758.370296 + Penalty 2769.838066 = -568988.532230
  nChanged 0
		SP:Iteration 49F (16044.870000 sec): 3 clusters
  Score: Raw -571758.370296 + Penalty 2769.838066 = -568988.532230
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 84 (319404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16045.790000 sec): 2 clusters
  Score: Raw -37048847.971340 + Penalty 2059.559456 = -37046788.411884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16046.650000 sec): 3 clusters
  Score: Raw -36835024.586713 + Penalty 4119.118912 = -36830905.467801
  nChanged 155853
		SP:Iteration 1F (16047.500000 sec): 3 clusters
  Score: Raw -36929185.345155 + Penalty 4119.118912 = -36925066.226243
  nChanged 8607
		SP:Iteration 2Q (16048.370000 sec): 3 clusters
  Score: Raw -36931013.429397 + Penalty 4119.118912 = -36926894.310484
  nChanged 9604
		SP:Iteration 3Q (16049.240000 sec): 3 clusters
  Score: Raw -36933390.998001 + Penalty 4119.118912 = -36929271.879089
  nChanged 10952
		SP:Iteration 4Q (16050.110000 sec): 3 clusters
  Score: Raw -36936655.800990 + Penalty 4119.118912 = -36932536.682077
  nChanged 12869
		SP:Iteration 5Q (16050.970000 sec): 3 clusters
  Score: Raw -36941507.196140 + Penalty 4119.118912 = -36937388.077228
  nChanged 15318
		SP:Iteration 6Q (16051.850000 sec): 3 clusters
  Score: Raw -36949020.786299 + Penalty 4119.118912 = -36944901.667387
  nChanged 17629
		SP:Iteration 7F (16052.690000 sec): 3 clusters
  Score: Raw -36960223.515748 + Penalty 4119.118912 = -36956104.396835
  nChanged 19611
		SP:Iteration 8F (16053.550000 sec): 3 clusters
  Score: Raw -36975442.689516 + Penalty 4119.118912 = -36971323.570604
  nChanged 19019
		SP:Iteration 9F (16054.410000 sec): 3 clusters
  Score: Raw -36989583.381137 + Penalty 4119.118912 = -36985464.262224
  nChanged 14913
		SP:Iteration 10Q (16055.250000 sec): 3 clusters
  Score: Raw -36997092.776062 + Penalty 4119.118912 = -36992973.657150
  nChanged 9197
		SP:Iteration 11Q (16056.080000 sec): 3 clusters
  Score: Raw -37000252.383654 + Penalty 4119.118912 = -36996133.264741
  nChanged 6515
		SP:Iteration 12Q (16056.890000 sec): 3 clusters
  Score: Raw -37002399.227673 + Penalty 4119.118912 = -36998280.108761
  nChanged 6322
		SP:Iteration 13Q (16057.700000 sec): 3 clusters
  Score: Raw -37004520.549530 + Penalty 4119.118912 = -37000401.430617
  nChanged 6533
		SP:Iteration 14Q (16058.490000 sec): 3 clusters
  Score: Raw -37006843.547946 + Penalty 4119.118912 = -37002724.429033
  nChanged 6800
		SP:Iteration 15Q (16059.280000 sec): 3 clusters
  Score: Raw -37009443.140836 + Penalty 4119.118912 = -37005324.021923
  nChanged 6950
		SP:Iteration 16Q (16060.080000 sec): 3 clusters
  Score: Raw -37012261.183864 + Penalty 4119.118912 = -37008142.064952
  nChanged 6899
		SP:Iteration 17Q (16060.850000 sec): 3 clusters
  Score: Raw -37015239.159638 + Penalty 4119.118912 = -37011120.040725
  nChanged 6870
		SP:Iteration 18Q (16061.610000 sec): 3 clusters
  Score: Raw -37018405.078423 + Penalty 4119.118912 = -37014285.959511
  nChanged 6788
		SP:Iteration 19Q (16062.370000 sec): 3 clusters
  Score: Raw -37021742.671720 + Penalty 4119.118912 = -37017623.552807
  nChanged 6545
		SP:Iteration 20F (16063.210000 sec): 3 clusters
  Score: Raw -37025189.873227 + Penalty 4119.118912 = -37021070.754315
  nChanged 6134
		SP:Iteration 21Q (16063.920000 sec): 3 clusters
  Score: Raw -37028586.997754 + Penalty 4119.118912 = -37024467.878841
  nChanged 5569
		SP:Iteration 22Q (16064.620000 sec): 3 clusters
  Score: Raw -37031818.014597 + Penalty 4119.118912 = -37027698.895685
  nChanged 5167
		SP:Iteration 23Q (16065.300000 sec): 3 clusters
  Score: Raw -37034967.437862 + Penalty 4119.118912 = -37030848.318950
  nChanged 4514
		SP:Iteration 24Q (16065.970000 sec): 3 clusters
  Score: Raw -37037785.250514 + Penalty 4119.118912 = -37033666.131601
  nChanged 3893
		SP:Iteration 25Q (16066.620000 sec): 3 clusters
  Score: Raw -37040244.507142 + Penalty 4119.118912 = -37036125.388229
  nChanged 3259
		SP:Iteration 26Q (16067.270000 sec): 3 clusters
  Score: Raw -37042353.672785 + Penalty 4119.118912 = -37038234.553872
  nChanged 2766
		SP:Iteration 27Q (16067.900000 sec): 3 clusters
  Score: Raw -37044176.670479 + Penalty 4119.118912 = -37040057.551566
  nChanged 2177
		SP:Iteration 28Q (16068.530000 sec): 3 clusters
  Score: Raw -37045586.700194 + Penalty 4119.118912 = -37041467.581282
  nChanged 1674
		SP:Iteration 29Q (16069.130000 sec): 3 clusters
  Score: Raw -37046623.266364 + Penalty 4119.118912 = -37042504.147451
  nChanged 1297
		SP:Iteration 30Q (16069.730000 sec): 3 clusters
  Score: Raw -37047399.929396 + Penalty 4119.118912 = -37043280.810483
  nChanged 965
		SP:Iteration 31Q (16070.330000 sec): 3 clusters
  Score: Raw -37047960.987046 + Penalty 4119.118912 = -37043841.868134
  nChanged 660
		SP:Iteration 32Q (16070.930000 sec): 3 clusters
  Score: Raw -37048323.347960 + Penalty 4119.118912 = -37044204.229048
  nChanged 459
		SP:Iteration 33Q (16071.520000 sec): 3 clusters
  Score: Raw -37048561.811531 + Penalty 4119.118912 = -37044442.692618
  nChanged 318
		SP:Iteration 34Q (16072.120000 sec): 3 clusters
  Score: Raw -37048725.116610 + Penalty 4119.118912 = -37044605.997697
  nChanged 241
		SP:Iteration 35Q (16072.710000 sec): 3 clusters
  Score: Raw -37048845.919596 + Penalty 4119.118912 = -37044726.800684
  nChanged 171
		SP:Iteration 36Q (16073.300000 sec): 3 clusters
  Score: Raw -37048929.770209 + Penalty 4119.118912 = -37044810.651296
  nChanged 118
		SP:Iteration 37Q (16073.880000 sec): 3 clusters
  Score: Raw -37048981.114802 + Penalty 4119.118912 = -37044861.995890
  nChanged 78
		SP:Iteration 38Q (16074.470000 sec): 3 clusters
  Score: Raw -37049025.134959 + Penalty 4119.118912 = -37044906.016047
  nChanged 74
		SP:Iteration 39Q (16075.060000 sec): 3 clusters
  Score: Raw -37049060.222774 + Penalty 4119.118912 = -37044941.103861
  nChanged 62
		SP:Iteration 40F (16075.890000 sec): 3 clusters
  Score: Raw -37049085.039627 + Penalty 4119.118912 = -37044965.920715
  nChanged 37
		SP:Iteration 41Q (16076.490000 sec): 3 clusters
  Score: Raw -37049097.663231 + Penalty 4119.118912 = -37044978.544319
  nChanged 30
		SP:Iteration 42Q (16077.090000 sec): 3 clusters
  Score: Raw -37049109.196200 + Penalty 4119.118912 = -37044990.077288
  nChanged 21
		SP:Iteration 43Q (16077.680000 sec): 3 clusters
  Score: Raw -37049118.243878 + Penalty 4119.118912 = -37044999.124965
  nChanged 19
		SP:Iteration 44Q (16078.280000 sec): 3 clusters
  Score: Raw -37049127.806857 + Penalty 4119.118912 = -37045008.687945
  nChanged 19
		SP:Iteration 45Q (16078.870000 sec): 3 clusters
  Score: Raw -37049136.061699 + Penalty 4119.118912 = -37045016.942787
  nChanged 18
		SP:Iteration 46Q (16079.460000 sec): 3 clusters
  Score: Raw -37049145.329926 + Penalty 4119.118912 = -37045026.211014
  nChanged 13
		SP:Iteration 47Q (16080.050000 sec): 3 clusters
  Score: Raw -37049150.563193 + Penalty 4119.118912 = -37045031.444281
  nChanged 13
		SP:Iteration 48Q (16080.640000 sec): 3 clusters
  Score: Raw -37049155.432429 + Penalty 4119.118912 = -37045036.313516
  nChanged 10
		SP:Iteration 49Q (16081.230000 sec): 3 clusters
  Score: Raw -37049158.939073 + Penalty 4119.118912 = -37045039.820161
  nChanged 5
		SP:Iteration 50Q (16081.830000 sec): 3 clusters
  Score: Raw -37049160.210390 + Penalty 4119.118912 = -37045041.091478
  nChanged 4
		SP:Iteration 51Q (16082.430000 sec): 3 clusters
  Score: Raw -37049161.007464 + Penalty 4119.118912 = -37045041.888552
  nChanged 5
		SP:Iteration 52Q (16083.020000 sec): 3 clusters
  Score: Raw -37049162.316745 + Penalty 4119.118912 = -37045043.197832
  nChanged 2
		SP:Iteration 53Q (16083.630000 sec): 3 clusters
  Score: Raw -37049163.069494 + Penalty 4119.118912 = -37045043.950582
  nChanged 3
		SP:Iteration 54Q (16084.240000 sec): 3 clusters
  Score: Raw -37049164.229623 + Penalty 4119.118912 = -37045045.110710
  nChanged 4
		SP:Iteration 55Q (16084.840000 sec): 3 clusters
  Score: Raw -37049166.462461 + Penalty 4119.118912 = -37045047.343548
  nChanged 7
		SP:Iteration 56Q (16085.440000 sec): 3 clusters
  Score: Raw -37049169.138092 + Penalty 4119.118912 = -37045050.019179
  nChanged 6
		SP:Iteration 57Q (16086.040000 sec): 3 clusters
  Score: Raw -37049172.132904 + Penalty 4119.118912 = -37045053.013992
  nChanged 7
		SP:Iteration 58Q (16086.630000 sec): 3 clusters
  Score: Raw -37049174.262685 + Penalty 4119.118912 = -37045055.143772
  nChanged 3
		SP:Iteration 59Q (16087.210000 sec): 3 clusters
  Score: Raw -37049175.641387 + Penalty 4119.118912 = -37045056.522475
  nChanged 4
		SP:Iteration 60F (16088.050000 sec): 3 clusters
  Score: Raw -37049177.079002 + Penalty 4119.118912 = -37045057.960089
  nChanged 2
		SP:Iteration 61Q (16088.640000 sec): 3 clusters
  Score: Raw -37049177.852242 + Penalty 4119.118912 = -37045058.733330
  nChanged 2
		SP:Iteration 62Q (16089.220000 sec): 3 clusters
  Score: Raw -37049178.709674 + Penalty 4119.118912 = -37045059.590761
  nChanged 3
		SP:Iteration 63Q (16089.800000 sec): 3 clusters
  Score: Raw -37049179.558115 + Penalty 4119.118912 = -37045060.439202
  nChanged 3
		SP:Iteration 64Q (16090.390000 sec): 3 clusters
  Score: Raw -37049180.429734 + Penalty 4119.118912 = -37045061.310822
  nChanged 2
		SP:Iteration 65Q (16090.980000 sec): 3 clusters
  Score: Raw -37049181.599555 + Penalty 4119.118912 = -37045062.480643
  nChanged 4
		SP:Iteration 66Q (16091.580000 sec): 3 clusters
  Score: Raw -37049183.751946 + Penalty 4119.118912 = -37045064.633034
  nChanged 7
		SP:Iteration 67Q (16092.180000 sec): 3 clusters
  Score: Raw -37049186.712485 + Penalty 4119.118912 = -37045067.593573
  nChanged 3
		SP:Iteration 68Q (16092.770000 sec): 3 clusters
  Score: Raw -37049187.588830 + Penalty 4119.118912 = -37045068.469917
  nChanged 1
		SP:Iteration 69Q (16093.350000 sec): 3 clusters
  Score: Raw -37049188.138095 + Penalty 4119.118912 = -37045069.019183
  nChanged 1
		SP:Iteration 70Q (16093.930000 sec): 3 clusters
  Score: Raw -37049188.317063 + Penalty 4119.118912 = -37045069.198150
  nChanged 0
		SP:Iteration 71F (16094.770000 sec): 3 clusters
  Score: Raw -37049188.317063 + Penalty 4119.118912 = -37045069.198150
  nChanged 0
Iteration 299Q (16106.840000 sec): 86 clusters
  Score: Raw -173910461.913251 + Penalty 196909.342857 = -173713552.570393
  nChanged 288
Iteration 300F (16222.640000 sec): 86 clusters
  Score: Raw -173910626.096585 + Penalty 196909.342857 = -173713716.753728
  nChanged 239
Iteration 301Q (16234.610000 sec): 86 clusters
  Score: Raw -173910682.571495 + Penalty 196909.342857 = -173713773.228638
  nChanged 159
Iteration 302Q (16246.100000 sec): 86 clusters
  Score: Raw -173910706.793823 + Penalty 196909.342857 = -173713797.450966
  nChanged 136
Iteration 303Q (16257.440000 sec): 86 clusters
  Score: Raw -173910721.315684 + Penalty 196909.342857 = -173713811.972826
  nChanged 99
Iteration 304Q (16268.790000 sec): 86 clusters
  Score: Raw -173910730.822248 + Penalty 196909.342857 = -173713821.479391
  nChanged 87
Iteration 305Q (16280.240000 sec): 86 clusters
  Score: Raw -173910737.882112 + Penalty 196909.342857 = -173713828.539254
  nChanged 87
Iteration 306Q (16291.620000 sec): 86 clusters
  Score: Raw -173910742.535962 + Penalty 196909.342857 = -173713833.193105
  nChanged 79
Iteration 307Q (16303.060000 sec): 86 clusters
  Score: Raw -173910745.702218 + Penalty 196909.342857 = -173713836.359360
  nChanged 72
Iteration 308Q (16314.590000 sec): 86 clusters
  Score: Raw -173910750.425554 + Penalty 196909.342857 = -173713841.082697
  nChanged 70
Iteration 309Q (16326.180000 sec): 86 clusters
  Score: Raw -173910753.076141 + Penalty 196909.342857 = -173713843.733283
  nChanged 66
Iteration 310Q (16337.780000 sec): 86 clusters
  Score: Raw -173910755.155880 + Penalty 196909.342857 = -173713845.813022
  nChanged 64
Iteration 311Q (16349.380000 sec): 86 clusters
  Score: Raw -173910756.366889 + Penalty 196909.342857 = -173713847.024031
  nChanged 61
Iteration 312Q (16361.040000 sec): 86 clusters
  Score: Raw -173910757.338397 + Penalty 196909.342857 = -173713847.995540
  nChanged 61
Iteration 313Q (16372.740000 sec): 86 clusters
  Score: Raw -173910758.631652 + Penalty 196909.342857 = -173713849.288794
  nChanged 60
Iteration 314Q (16384.450000 sec): 86 clusters
  Score: Raw -173910759.950893 + Penalty 196909.342857 = -173713850.608035
  nChanged 66
Iteration 315Q (16396.100000 sec): 86 clusters
  Score: Raw -173910761.626080 + Penalty 196909.342857 = -173713852.283222
  nChanged 55
Iteration 316Q (16407.790000 sec): 86 clusters
  Score: Raw -173910762.827985 + Penalty 196909.342857 = -173713853.485128
  nChanged 60
Iteration 317Q (16419.480000 sec): 86 clusters
  Score: Raw -173910763.960238 + Penalty 196909.342857 = -173713854.617380
  nChanged 55
Iteration 318Q (16431.140000 sec): 86 clusters
  Score: Raw -173910765.502662 + Penalty 196909.342857 = -173713856.159804
  nChanged 67
Iteration 319Q (16442.640000 sec): 86 clusters
  Score: Raw -173910767.135095 + Penalty 196909.342857 = -173713857.792238
  nChanged 68
Iteration 320F (16553.870000 sec): 86 clusters
  Score: Raw -173910769.269055 + Penalty 196909.342857 = -173713859.926198
  nChanged 56
Iteration 321Q (16565.660000 sec): 86 clusters
  Score: Raw -173910770.461516 + Penalty 196909.342857 = -173713861.118658
  nChanged 37
Iteration 322Q (16577.520000 sec): 86 clusters
  Score: Raw -173910771.309921 + Penalty 196909.342857 = -173713861.967063
  nChanged 35
Iteration 323Q (16589.090000 sec): 86 clusters
  Score: Raw -173910772.112472 + Penalty 196909.342857 = -173713862.769614
  nChanged 21
Iteration 324Q (16600.640000 sec): 86 clusters
  Score: Raw -173910772.550319 + Penalty 196909.342857 = -173713863.207462
  nChanged 13
Iteration 325Q (16612.160000 sec): 86 clusters
  Score: Raw -173910772.716388 + Penalty 196909.342857 = -173713863.373531
  nChanged 10
Iteration 326Q (16623.940000 sec): 86 clusters
  Score: Raw -173910772.796846 + Penalty 196909.342857 = -173713863.453989
  nChanged 7
Iteration 327Q (16635.620000 sec): 86 clusters
  Score: Raw -173910772.888101 + Penalty 196909.342857 = -173713863.545244
  nChanged 10
Iteration 328Q (16647.420000 sec): 86 clusters
  Score: Raw -173910773.033857 + Penalty 196909.342857 = -173713863.691000
  nChanged 18
Iteration 329Q (16659.220000 sec): 86 clusters
  Score: Raw -173910773.394253 + Penalty 196909.342857 = -173713864.051395
  nChanged 24
Iteration 330Q (16671.030000 sec): 86 clusters
  Score: Raw -173910773.801346 + Penalty 196909.342857 = -173713864.458488
  nChanged 20
Iteration 331Q (16682.900000 sec): 86 clusters
  Score: Raw -173910774.122328 + Penalty 196909.342857 = -173713864.779471
  nChanged 21
Iteration 332Q (16694.710000 sec): 86 clusters
  Score: Raw -173910774.686032 + Penalty 196909.342857 = -173713865.343174
  nChanged 26
Iteration 333Q (16706.530000 sec): 86 clusters
  Score: Raw -173910775.283779 + Penalty 196909.342857 = -173713865.940921
  nChanged 25
Iteration 334Q (16718.340000 sec): 86 clusters
  Score: Raw -173910775.858650 + Penalty 196909.342857 = -173713866.515793
  nChanged 21
Iteration 335Q (16730.170000 sec): 86 clusters
  Score: Raw -173910776.179299 + Penalty 196909.342857 = -173713866.836441
  nChanged 20
Iteration 336Q (16741.790000 sec): 86 clusters
  Score: Raw -173910776.498453 + Penalty 196909.342857 = -173713867.155595
  nChanged 15
Iteration 337Q (16753.420000 sec): 86 clusters
  Score: Raw -173910776.817224 + Penalty 196909.342857 = -173713867.474366
  nChanged 13
Iteration 338Q (16765.020000 sec): 86 clusters
  Score: Raw -173910777.048187 + Penalty 196909.342857 = -173713867.705330
  nChanged 12
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173910777.048187 + Penalty 196909.342857 = -173713867.705330
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16765.380000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16765.380000 sec): 3 clusters
  Score: Raw -23958.307961 + Penalty 1737.809947 = -22220.498014
  nChanged 26
		SP:Iteration 1F (16765.380000 sec): 3 clusters
  Score: Raw -24021.527401 + Penalty 1737.809947 = -22283.717453
  nChanged 6
		SP:Iteration 2Q (16765.380000 sec): 3 clusters
  Score: Raw -24037.335084 + Penalty 1737.809947 = -22299.525137
  nChanged 1
		SP:Iteration 3Q (16765.380000 sec): 3 clusters
  Score: Raw -24039.218620 + Penalty 1737.809947 = -22301.408672
  nChanged 1
		SP:Iteration 4Q (16765.380000 sec): 3 clusters
  Score: Raw -24057.177129 + Penalty 1737.809947 = -22319.367181
  nChanged 3
		SP:Iteration 5Q (16765.380000 sec): 3 clusters
  Score: Raw -24073.787024 + Penalty 1737.809947 = -22335.977076
  nChanged 1
		SP:Iteration 6Q (16765.380000 sec): 3 clusters
  Score: Raw -24076.741720 + Penalty 1737.809947 = -22338.931772
  nChanged 0
		SP:Iteration 7F (16765.380000 sec): 3 clusters
  Score: Raw -24076.741720 + Penalty 1737.809947 = -22338.931772
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (4180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16765.390000 sec): 2 clusters
  Score: Raw -442807.888933 + Penalty 1354.935810 = -441452.953123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16765.410000 sec): 3 clusters
  Score: Raw -440716.883049 + Penalty 2709.871621 = -438007.011428
  nChanged 1626
		SP:Iteration 1F (16765.420000 sec): 3 clusters
  Score: Raw -441761.371530 + Penalty 2709.871621 = -439051.499909
  nChanged 373
		SP:Iteration 2F (16765.430000 sec): 3 clusters
  Score: Raw -442058.708487 + Penalty 2709.871621 = -439348.836867
  nChanged 271
		SP:Iteration 3F (16765.440000 sec): 3 clusters
  Score: Raw -442253.192200 + Penalty 2709.871621 = -439543.320579
  nChanged 205
		SP:Iteration 4Q (16765.450000 sec): 3 clusters
  Score: Raw -442414.259238 + Penalty 2709.871621 = -439704.387618
  nChanged 186
		SP:Iteration 5Q (16765.460000 sec): 3 clusters
  Score: Raw -442544.317138 + Penalty 2709.871621 = -439834.445517
  nChanged 172
		SP:Iteration 6Q (16765.470000 sec): 3 clusters
  Score: Raw -442671.747524 + Penalty 2709.871621 = -439961.875903
  nChanged 144
		SP:Iteration 7Q (16765.480000 sec): 3 clusters
  Score: Raw -442775.513379 + Penalty 2709.871621 = -440065.641758
  nChanged 123
		SP:Iteration 8Q (16765.490000 sec): 3 clusters
  Score: Raw -442858.973237 + Penalty 2709.871621 = -440149.101616
  nChanged 123
		SP:Iteration 9Q (16765.500000 sec): 3 clusters
  Score: Raw -442940.552283 + Penalty 2709.871621 = -440230.680663
  nChanged 101
		SP:Iteration 10Q (16765.510000 sec): 3 clusters
  Score: Raw -442999.660691 + Penalty 2709.871621 = -440289.789070
  nChanged 73
		SP:Iteration 11Q (16765.510000 sec): 3 clusters
  Score: Raw -443036.126351 + Penalty 2709.871621 = -440326.254731
  nChanged 61
		SP:Iteration 12Q (16765.530000 sec): 3 clusters
  Score: Raw -443060.980882 + Penalty 2709.871621 = -440351.109261
  nChanged 35
		SP:Iteration 13Q (16765.530000 sec): 3 clusters
  Score: Raw -443075.514364 + Penalty 2709.871621 = -440365.642743
  nChanged 32
		SP:Iteration 14Q (16765.550000 sec): 3 clusters
  Score: Raw -443088.535652 + Penalty 2709.871621 = -440378.664032
  nChanged 30
		SP:Iteration 15Q (16765.550000 sec): 3 clusters
  Score: Raw -443099.880413 + Penalty 2709.871621 = -440390.008792
  nChanged 29
		SP:Iteration 16Q (16765.560000 sec): 3 clusters
  Score: Raw -443110.127761 + Penalty 2709.871621 = -440400.256141
  nChanged 25
		SP:Iteration 17Q (16765.570000 sec): 3 clusters
  Score: Raw -443118.027635 + Penalty 2709.871621 = -440408.156015
  nChanged 20
		SP:Iteration 18Q (16765.580000 sec): 3 clusters
  Score: Raw -443124.338022 + Penalty 2709.871621 = -440414.466401
  nChanged 18
		SP:Iteration 19Q (16765.590000 sec): 3 clusters
  Score: Raw -443128.596917 + Penalty 2709.871621 = -440418.725297
  nChanged 16
		SP:Iteration 20F (16765.600000 sec): 3 clusters
  Score: Raw -443133.659707 + Penalty 2709.871621 = -440423.788086
  nChanged 11
		SP:Iteration 21Q (16765.610000 sec): 3 clusters
  Score: Raw -443136.166849 + Penalty 2709.871621 = -440426.295228
  nChanged 5
		SP:Iteration 22Q (16765.620000 sec): 3 clusters
  Score: Raw -443138.785852 + Penalty 2709.871621 = -440428.914232
  nChanged 8
		SP:Iteration 23Q (16765.630000 sec): 3 clusters
  Score: Raw -443141.121625 + Penalty 2709.871621 = -440431.250004
  nChanged 6
		SP:Iteration 24Q (16765.640000 sec): 3 clusters
  Score: Raw -443142.842402 + Penalty 2709.871621 = -440432.970781
  nChanged 7
		SP:Iteration 25Q (16765.650000 sec): 3 clusters
  Score: Raw -443144.190721 + Penalty 2709.871621 = -440434.319100
  nChanged 7
		SP:Iteration 26Q (16765.660000 sec): 3 clusters
  Score: Raw -443147.011589 + Penalty 2709.871621 = -440437.139968
  nChanged 13
		SP:Iteration 27Q (16765.670000 sec): 3 clusters
  Score: Raw -443152.122741 + Penalty 2709.871621 = -440442.251120
  nChanged 11
		SP:Iteration 28Q (16765.680000 sec): 3 clusters
  Score: Raw -443154.205992 + Penalty 2709.871621 = -440444.334371
  nChanged 10
		SP:Iteration 29Q (16765.690000 sec): 3 clusters
  Score: Raw -443156.991295 + Penalty 2709.871621 = -440447.119674
  nChanged 9
		SP:Iteration 30Q (16765.690000 sec): 3 clusters
  Score: Raw -443160.423933 + Penalty 2709.871621 = -440450.552312
  nChanged 14
		SP:Iteration 31Q (16765.700000 sec): 3 clusters
  Score: Raw -443164.000017 + Penalty 2709.871621 = -440454.128396
  nChanged 15
		SP:Iteration 32Q (16765.710000 sec): 3 clusters
  Score: Raw -443168.202296 + Penalty 2709.871621 = -440458.330675
  nChanged 14
		SP:Iteration 33Q (16765.720000 sec): 3 clusters
  Score: Raw -443172.371799 + Penalty 2709.871621 = -440462.500178
  nChanged 13
		SP:Iteration 34Q (16765.730000 sec): 3 clusters
  Score: Raw -443175.933353 + Penalty 2709.871621 = -440466.061733
  nChanged 12
		SP:Iteration 35Q (16765.740000 sec): 3 clusters
  Score: Raw -443180.127054 + Penalty 2709.871621 = -440470.255433
  nChanged 13
		SP:Iteration 36Q (16765.750000 sec): 3 clusters
  Score: Raw -443187.448359 + Penalty 2709.871621 = -440477.576738
  nChanged 12
		SP:Iteration 37Q (16765.760000 sec): 3 clusters
  Score: Raw -443195.493413 + Penalty 2709.871621 = -440485.621792
  nChanged 10
		SP:Iteration 38Q (16765.770000 sec): 3 clusters
  Score: Raw -443200.069358 + Penalty 2709.871621 = -440490.197737
  nChanged 13
		SP:Iteration 39Q (16765.780000 sec): 3 clusters
  Score: Raw -443204.851738 + Penalty 2709.871621 = -440494.980117
  nChanged 14
		SP:Iteration 40F (16765.790000 sec): 3 clusters
  Score: Raw -443208.630427 + Penalty 2709.871621 = -440498.758806
  nChanged 16
		SP:Iteration 41Q (16765.800000 sec): 3 clusters
  Score: Raw -443213.714123 + Penalty 2709.871621 = -440503.842502
  nChanged 18
		SP:Iteration 42Q (16765.810000 sec): 3 clusters
  Score: Raw -443220.816196 + Penalty 2709.871621 = -440510.944575
  nChanged 15
		SP:Iteration 43Q (16765.810000 sec): 3 clusters
  Score: Raw -443223.939289 + Penalty 2709.871621 = -440514.067668
  nChanged 6
		SP:Iteration 44Q (16765.830000 sec): 3 clusters
  Score: Raw -443225.342427 + Penalty 2709.871621 = -440515.470806
  nChanged 7
		SP:Iteration 45Q (16765.830000 sec): 3 clusters
  Score: Raw -443228.050441 + Penalty 2709.871621 = -440518.178820
  nChanged 8
		SP:Iteration 46Q (16765.840000 sec): 3 clusters
  Score: Raw -443231.284434 + Penalty 2709.871621 = -440521.412813
  nChanged 10
		SP:Iteration 47Q (16765.850000 sec): 3 clusters
  Score: Raw -443235.624392 + Penalty 2709.871621 = -440525.752771
  nChanged 11
		SP:Iteration 48Q (16765.860000 sec): 3 clusters
  Score: Raw -443238.768179 + Penalty 2709.871621 = -440528.896558
  nChanged 7
		SP:Iteration 49Q (16765.870000 sec): 3 clusters
  Score: Raw -443241.328450 + Penalty 2709.871621 = -440531.456829
  nChanged 9
		SP:Iteration 50Q (16765.880000 sec): 3 clusters
  Score: Raw -443243.813998 + Penalty 2709.871621 = -440533.942377
  nChanged 7
		SP:Iteration 51Q (16765.890000 sec): 3 clusters
  Score: Raw -443245.949702 + Penalty 2709.871621 = -440536.078081
  nChanged 7
		SP:Iteration 52Q (16765.900000 sec): 3 clusters
  Score: Raw -443248.827310 + Penalty 2709.871621 = -440538.955689
  nChanged 6
		SP:Iteration 53Q (16765.910000 sec): 3 clusters
  Score: Raw -443250.688150 + Penalty 2709.871621 = -440540.816529
  nChanged 6
		SP:Iteration 54Q (16765.920000 sec): 3 clusters
  Score: Raw -443252.307240 + Penalty 2709.871621 = -440542.435619
  nChanged 6
		SP:Iteration 55Q (16765.930000 sec): 3 clusters
  Score: Raw -443253.328253 + Penalty 2709.871621 = -440543.456633
  nChanged 5
		SP:Iteration 56Q (16765.930000 sec): 3 clusters
  Score: Raw -443254.515238 + Penalty 2709.871621 = -440544.643618
  nChanged 5
		SP:Iteration 57Q (16765.950000 sec): 3 clusters
  Score: Raw -443255.510046 + Penalty 2709.871621 = -440545.638425
  nChanged 1
		SP:Iteration 58Q (16765.950000 sec): 3 clusters
  Score: Raw -443255.723977 + Penalty 2709.871621 = -440545.852356
  nChanged 2
		SP:Iteration 59Q (16765.960000 sec): 3 clusters
  Score: Raw -443256.251825 + Penalty 2709.871621 = -440546.380204
  nChanged 0
		SP:Iteration 60F (16765.970000 sec): 3 clusters
  Score: Raw -443256.251825 + Penalty 2709.871621 = -440546.380204
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (27434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16766.050000 sec): 2 clusters
  Score: Raw -2931342.499007 + Penalty 1660.674990 = -2929681.824017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16766.130000 sec): 3 clusters
  Score: Raw -2914538.559272 + Penalty 3321.349980 = -2911217.209293
  nChanged 12540
		SP:Iteration 1F (16766.190000 sec): 3 clusters
  Score: Raw -2921656.624806 + Penalty 3321.349980 = -2918335.274827
  nChanged 1638
		SP:Iteration 2F (16766.270000 sec): 3 clusters
  Score: Raw -2922497.355055 + Penalty 3321.349980 = -2919176.005075
  nChanged 1748
		SP:Iteration 3F (16766.330000 sec): 3 clusters
  Score: Raw -2923422.729578 + Penalty 3321.349980 = -2920101.379598
  nChanged 1695
		SP:Iteration 4F (16766.410000 sec): 3 clusters
  Score: Raw -2924385.277337 + Penalty 3321.349980 = -2921063.927358
  nChanged 1684
		SP:Iteration 5F (16766.480000 sec): 3 clusters
  Score: Raw -2925367.578499 + Penalty 3321.349980 = -2922046.228520
  nChanged 1598
		SP:Iteration 6F (16766.550000 sec): 3 clusters
  Score: Raw -2926259.137498 + Penalty 3321.349980 = -2922937.787518
  nChanged 1445
		SP:Iteration 7F (16766.610000 sec): 3 clusters
  Score: Raw -2927063.207329 + Penalty 3321.349980 = -2923741.857350
  nChanged 1219
		SP:Iteration 8Q (16766.690000 sec): 3 clusters
  Score: Raw -2927691.452341 + Penalty 3321.349980 = -2924370.102361
  nChanged 1068
		SP:Iteration 9Q (16766.750000 sec): 3 clusters
  Score: Raw -2928205.885355 + Penalty 3321.349980 = -2924884.535375
  nChanged 893
		SP:Iteration 10Q (16766.820000 sec): 3 clusters
  Score: Raw -2928599.553016 + Penalty 3321.349980 = -2925278.203036
  nChanged 716
		SP:Iteration 11Q (16766.890000 sec): 3 clusters
  Score: Raw -2928849.964742 + Penalty 3321.349980 = -2925528.614762
  nChanged 547
		SP:Iteration 12Q (16766.960000 sec): 3 clusters
  Score: Raw -2929012.381796 + Penalty 3321.349980 = -2925691.031816
  nChanged 430
		SP:Iteration 13Q (16767.030000 sec): 3 clusters
  Score: Raw -2929124.705803 + Penalty 3321.349980 = -2925803.355823
  nChanged 357
		SP:Iteration 14Q (16767.090000 sec): 3 clusters
  Score: Raw -2929202.239046 + Penalty 3321.349980 = -2925880.889066
  nChanged 286
		SP:Iteration 15Q (16767.160000 sec): 3 clusters
  Score: Raw -2929257.416243 + Penalty 3321.349980 = -2925936.066263
  nChanged 233
		SP:Iteration 16Q (16767.230000 sec): 3 clusters
  Score: Raw -2929294.618904 + Penalty 3321.349980 = -2925973.268925
  nChanged 203
		SP:Iteration 17Q (16767.290000 sec): 3 clusters
  Score: Raw -2929327.162763 + Penalty 3321.349980 = -2926005.812783
  nChanged 177
		SP:Iteration 18Q (16767.360000 sec): 3 clusters
  Score: Raw -2929356.031763 + Penalty 3321.349980 = -2926034.681783
  nChanged 159
		SP:Iteration 19Q (16767.430000 sec): 3 clusters
  Score: Raw -2929381.101586 + Penalty 3321.349980 = -2926059.751606
  nChanged 145
		SP:Iteration 20F (16767.500000 sec): 3 clusters
  Score: Raw -2929402.892271 + Penalty 3321.349980 = -2926081.542292
  nChanged 136
		SP:Iteration 21Q (16767.560000 sec): 3 clusters
  Score: Raw -2929420.846080 + Penalty 3321.349980 = -2926099.496101
  nChanged 130
		SP:Iteration 22Q (16767.630000 sec): 3 clusters
  Score: Raw -2929437.300340 + Penalty 3321.349980 = -2926115.950360
  nChanged 105
		SP:Iteration 23Q (16767.700000 sec): 3 clusters
  Score: Raw -2929449.726297 + Penalty 3321.349980 = -2926128.376317
  nChanged 91
		SP:Iteration 24Q (16767.760000 sec): 3 clusters
  Score: Raw -2929458.905049 + Penalty 3321.349980 = -2926137.555069
  nChanged 78
		SP:Iteration 25Q (16767.830000 sec): 3 clusters
  Score: Raw -2929465.489349 + Penalty 3321.349980 = -2926144.139369
  nChanged 66
		SP:Iteration 26Q (16767.890000 sec): 3 clusters
  Score: Raw -2929470.529848 + Penalty 3321.349980 = -2926149.179868
  nChanged 62
		SP:Iteration 27Q (16767.960000 sec): 3 clusters
  Score: Raw -2929475.376149 + Penalty 3321.349980 = -2926154.026170
  nChanged 67
		SP:Iteration 28Q (16768.030000 sec): 3 clusters
  Score: Raw -2929482.259142 + Penalty 3321.349980 = -2926160.909162
  nChanged 79
		SP:Iteration 29Q (16768.090000 sec): 3 clusters
  Score: Raw -2929489.724732 + Penalty 3321.349980 = -2926168.374753
  nChanged 79
		SP:Iteration 30Q (16768.160000 sec): 3 clusters
  Score: Raw -2929498.130197 + Penalty 3321.349980 = -2926176.780217
  nChanged 69
		SP:Iteration 31Q (16768.220000 sec): 3 clusters
  Score: Raw -2929505.020272 + Penalty 3321.349980 = -2926183.670293
  nChanged 79
		SP:Iteration 32Q (16768.290000 sec): 3 clusters
  Score: Raw -2929512.751125 + Penalty 3321.349980 = -2926191.401145
  nChanged 74
		SP:Iteration 33Q (16768.350000 sec): 3 clusters
  Score: Raw -2929520.012242 + Penalty 3321.349980 = -2926198.662262
  nChanged 66
		SP:Iteration 34Q (16768.410000 sec): 3 clusters
  Score: Raw -2929526.885149 + Penalty 3321.349980 = -2926205.535169
  nChanged 69
		SP:Iteration 35Q (16768.480000 sec): 3 clusters
  Score: Raw -2929532.781171 + Penalty 3321.349980 = -2926211.431191
  nChanged 63
		SP:Iteration 36Q (16768.550000 sec): 3 clusters
  Score: Raw -2929537.492280 + Penalty 3321.349980 = -2926216.142300
  nChanged 56
		SP:Iteration 37Q (16768.610000 sec): 3 clusters
  Score: Raw -2929541.426411 + Penalty 3321.349980 = -2926220.076432
  nChanged 46
		SP:Iteration 38Q (16768.670000 sec): 3 clusters
  Score: Raw -2929544.785029 + Penalty 3321.349980 = -2926223.435049
  nChanged 48
		SP:Iteration 39Q (16768.740000 sec): 3 clusters
  Score: Raw -2929548.389346 + Penalty 3321.349980 = -2926227.039367
  nChanged 48
		SP:Iteration 40F (16768.810000 sec): 3 clusters
  Score: Raw -2929551.875653 + Penalty 3321.349980 = -2926230.525673
  nChanged 45
		SP:Iteration 41Q (16768.870000 sec): 3 clusters
  Score: Raw -2929554.824888 + Penalty 3321.349980 = -2926233.474908
  nChanged 34
		SP:Iteration 42Q (16768.930000 sec): 3 clusters
  Score: Raw -2929556.558609 + Penalty 3321.349980 = -2926235.208629
  nChanged 21
		SP:Iteration 43Q (16769.000000 sec): 3 clusters
  Score: Raw -2929557.796811 + Penalty 3321.349980 = -2926236.446832
  nChanged 24
		SP:Iteration 44Q (16769.060000 sec): 3 clusters
  Score: Raw -2929559.567891 + Penalty 3321.349980 = -2926238.217911
  nChanged 30
		SP:Iteration 45Q (16769.130000 sec): 3 clusters
  Score: Raw -2929561.240393 + Penalty 3321.349980 = -2926239.890413
  nChanged 38
		SP:Iteration 46Q (16769.190000 sec): 3 clusters
  Score: Raw -2929564.502080 + Penalty 3321.349980 = -2926243.152101
  nChanged 42
		SP:Iteration 47Q (16769.250000 sec): 3 clusters
  Score: Raw -2929567.598612 + Penalty 3321.349980 = -2926246.248633
  nChanged 36
		SP:Iteration 48Q (16769.320000 sec): 3 clusters
  Score: Raw -2929570.817172 + Penalty 3321.349980 = -2926249.467192
  nChanged 57
		SP:Iteration 49Q (16769.380000 sec): 3 clusters
  Score: Raw -2929575.925257 + Penalty 3321.349980 = -2926254.575277
  nChanged 64
		SP:Iteration 50Q (16769.450000 sec): 3 clusters
  Score: Raw -2929581.708160 + Penalty 3321.349980 = -2926260.358180
  nChanged 57
		SP:Iteration 51Q (16769.510000 sec): 3 clusters
  Score: Raw -2929586.368874 + Penalty 3321.349980 = -2926265.018894
  nChanged 58
		SP:Iteration 52Q (16769.570000 sec): 3 clusters
  Score: Raw -2929591.029585 + Penalty 3321.349980 = -2926269.679606
  nChanged 65
		SP:Iteration 53Q (16769.640000 sec): 3 clusters
  Score: Raw -2929596.941546 + Penalty 3321.349980 = -2926275.591567
  nChanged 60
		SP:Iteration 54Q (16769.700000 sec): 3 clusters
  Score: Raw -2929602.217196 + Penalty 3321.349980 = -2926280.867217
  nChanged 64
		SP:Iteration 55Q (16769.770000 sec): 3 clusters
  Score: Raw -2929608.255755 + Penalty 3321.349980 = -2926286.905775
  nChanged 63
		SP:Iteration 56Q (16769.830000 sec): 3 clusters
  Score: Raw -2929613.352083 + Penalty 3321.349980 = -2926292.002103
  nChanged 58
		SP:Iteration 57Q (16769.890000 sec): 3 clusters
  Score: Raw -2929618.272756 + Penalty 3321.349980 = -2926296.922777
  nChanged 44
		SP:Iteration 58Q (16769.960000 sec): 3 clusters
  Score: Raw -2929621.776828 + Penalty 3321.349980 = -2926300.426849
  nChanged 35
		SP:Iteration 59Q (16770.020000 sec): 3 clusters
  Score: Raw -2929624.539491 + Penalty 3321.349980 = -2926303.189512
  nChanged 48
		SP:Iteration 60F (16770.090000 sec): 3 clusters
  Score: Raw -2929628.357880 + Penalty 3321.349980 = -2926307.007900
  nChanged 53
		SP:Iteration 61Q (16770.150000 sec): 3 clusters
  Score: Raw -2929632.990891 + Penalty 3321.349980 = -2926311.640911
  nChanged 47
		SP:Iteration 62Q (16770.220000 sec): 3 clusters
  Score: Raw -2929637.521707 + Penalty 3321.349980 = -2926316.171727
  nChanged 50
		SP:Iteration 63Q (16770.290000 sec): 3 clusters
  Score: Raw -2929641.466151 + Penalty 3321.349980 = -2926320.116171
  nChanged 45
		SP:Iteration 64Q (16770.350000 sec): 3 clusters
  Score: Raw -2929644.584188 + Penalty 3321.349980 = -2926323.234208
  nChanged 34
		SP:Iteration 65Q (16770.420000 sec): 3 clusters
  Score: Raw -2929646.835022 + Penalty 3321.349980 = -2926325.485042
  nChanged 29
		SP:Iteration 66Q (16770.480000 sec): 3 clusters
  Score: Raw -2929648.551586 + Penalty 3321.349980 = -2926327.201606
  nChanged 31
		SP:Iteration 67Q (16770.550000 sec): 3 clusters
  Score: Raw -2929650.544348 + Penalty 3321.349980 = -2926329.194368
  nChanged 32
		SP:Iteration 68Q (16770.610000 sec): 3 clusters
  Score: Raw -2929652.860684 + Penalty 3321.349980 = -2926331.510704
  nChanged 26
		SP:Iteration 69Q (16770.680000 sec): 3 clusters
  Score: Raw -2929654.550042 + Penalty 3321.349980 = -2926333.200063
  nChanged 27
		SP:Iteration 70Q (16770.740000 sec): 3 clusters
  Score: Raw -2929655.889027 + Penalty 3321.349980 = -2926334.539048
  nChanged 27
		SP:Iteration 71Q (16770.810000 sec): 3 clusters
  Score: Raw -2929657.147484 + Penalty 3321.349980 = -2926335.797504
  nChanged 20
		SP:Iteration 72Q (16770.870000 sec): 3 clusters
  Score: Raw -2929658.642765 + Penalty 3321.349980 = -2926337.292785
  nChanged 27
		SP:Iteration 73Q (16770.930000 sec): 3 clusters
  Score: Raw -2929661.114076 + Penalty 3321.349980 = -2926339.764097
  nChanged 33
		SP:Iteration 74Q (16771.000000 sec): 3 clusters
  Score: Raw -2929663.381219 + Penalty 3321.349980 = -2926342.031239
  nChanged 27
		SP:Iteration 75Q (16771.060000 sec): 3 clusters
  Score: Raw -2929665.282226 + Penalty 3321.349980 = -2926343.932247
  nChanged 26
		SP:Iteration 76Q (16771.120000 sec): 3 clusters
  Score: Raw -2929666.810956 + Penalty 3321.349980 = -2926345.460976
  nChanged 20
		SP:Iteration 77Q (16771.190000 sec): 3 clusters
  Score: Raw -2929667.774395 + Penalty 3321.349980 = -2926346.424415
  nChanged 14
		SP:Iteration 78Q (16771.250000 sec): 3 clusters
  Score: Raw -2929668.418408 + Penalty 3321.349980 = -2926347.068428
  nChanged 12
		SP:Iteration 79Q (16771.310000 sec): 3 clusters
  Score: Raw -2929669.183847 + Penalty 3321.349980 = -2926347.833867
  nChanged 10
		SP:Iteration 80F (16771.380000 sec): 3 clusters
  Score: Raw -2929669.862363 + Penalty 3321.349980 = -2926348.512384
  nChanged 14
		SP:Iteration 81Q (16771.450000 sec): 3 clusters
  Score: Raw -2929670.552861 + Penalty 3321.349980 = -2926349.202881
  nChanged 16
		SP:Iteration 82Q (16771.510000 sec): 3 clusters
  Score: Raw -2929671.830544 + Penalty 3321.349980 = -2926350.480565
  nChanged 24
		SP:Iteration 83Q (16771.570000 sec): 3 clusters
  Score: Raw -2929673.328798 + Penalty 3321.349980 = -2926351.978818
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		SP:Iteration 84Q (16771.630000 sec): 3 clusters
  Score: Raw -2929674.995810 + Penalty 3321.349980 = -2926353.645830
  nChanged 29
		SP:Iteration 85Q (16771.700000 sec): 3 clusters
  Score: Raw -2929677.247273 + Penalty 3321.349980 = -2926355.897293
  nChanged 29
		SP:Iteration 86Q (16771.760000 sec): 3 clusters
  Score: Raw -2929680.303294 + Penalty 3321.349980 = -2926358.953314
  nChanged 36
		SP:Iteration 87Q (16771.830000 sec): 3 clusters
  Score: Raw -2929683.712418 + Penalty 3321.349980 = -2926362.362439
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		SP:Iteration 88Q (16771.890000 sec): 3 clusters
  Score: Raw -2929686.859468 + Penalty 3321.349980 = -2926365.509489
  nChanged 37
		SP:Iteration 89Q (16771.950000 sec): 3 clusters
  Score: Raw -2929690.180234 + Penalty 3321.349980 = -2926368.830255
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		SP:Iteration 90Q (16772.010000 sec): 3 clusters
  Score: Raw -2929693.747822 + Penalty 3321.349980 = -2926372.397842
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		SP:Iteration 91Q (16772.080000 sec): 3 clusters
  Score: Raw -2929696.429504 + Penalty 3321.349980 = -2926375.079524
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		SP:Iteration 92Q (16772.140000 sec): 3 clusters
  Score: Raw -2929698.728233 + Penalty 3321.349980 = -2926377.378253
  nChanged 41
		SP:Iteration 93Q (16772.210000 sec): 3 clusters
  Score: Raw -2929701.666524 + Penalty 3321.349980 = -2926380.316544
  nChanged 42
		SP:Iteration 94Q (16772.270000 sec): 3 clusters
  Score: Raw -2929704.902296 + Penalty 3321.349980 = -2926383.552316
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		SP:Iteration 95Q (16772.330000 sec): 3 clusters
  Score: Raw -2929707.715547 + Penalty 3321.349980 = -2926386.365567
  nChanged 37
		SP:Iteration 96Q (16772.390000 sec): 3 clusters
  Score: Raw -2929710.629758 + Penalty 3321.349980 = -2926389.279778
  nChanged 42
		SP:Iteration 97Q (16772.460000 sec): 3 clusters
  Score: Raw -2929714.109344 + Penalty 3321.349980 = -2926392.759364
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		SP:Iteration 98Q (16772.520000 sec): 3 clusters
  Score: Raw -2929716.536434 + Penalty 3321.349980 = -2926395.186455
  nChanged 40
		SP:Iteration 99Q (16772.580000 sec): 3 clusters
  Score: Raw -2929719.899418 + Penalty 3321.349980 = -2926398.549439
  nChanged 41
		SP:Iteration 100F (16772.650000 sec): 3 clusters
  Score: Raw -2929723.411714 + Penalty 3321.349980 = -2926402.061735
  nChanged 40
		SP:Iteration 101Q (16772.710000 sec): 3 clusters
  Score: Raw -2929726.646160 + Penalty 3321.349980 = -2926405.296180
  nChanged 42
		SP:Iteration 102Q (16772.770000 sec): 3 clusters
  Score: Raw -2929729.704295 + Penalty 3321.349980 = -2926408.354315
  nChanged 37
		SP:Iteration 103Q (16772.830000 sec): 3 clusters
  Score: Raw -2929732.697779 + Penalty 3321.349980 = -2926411.347799
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		SP:Iteration 104Q (16772.890000 sec): 3 clusters
  Score: Raw -2929734.979130 + Penalty 3321.349980 = -2926413.629151
  nChanged 26
		SP:Iteration 105Q (16772.950000 sec): 3 clusters
  Score: Raw -2929736.295399 + Penalty 3321.349980 = -2926414.945419
  nChanged 23
		SP:Iteration 106Q (16773.020000 sec): 3 clusters
  Score: Raw -2929737.386862 + Penalty 3321.349980 = -2926416.036882
  nChanged 20
		SP:Iteration 107Q (16773.080000 sec): 3 clusters
  Score: Raw -2929738.487526 + Penalty 3321.349980 = -2926417.137546
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		SP:Iteration 108Q (16773.140000 sec): 3 clusters
  Score: Raw -2929740.201764 + Penalty 3321.349980 = -2926418.851785
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		SP:Iteration 109Q (16773.200000 sec): 3 clusters
  Score: Raw -2929741.707497 + Penalty 3321.349980 = -2926420.357518
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		SP:Iteration 110Q (16773.260000 sec): 3 clusters
  Score: Raw -2929743.580665 + Penalty 3321.349980 = -2926422.230685
  nChanged 30
		SP:Iteration 111Q (16773.330000 sec): 3 clusters
  Score: Raw -2929745.568188 + Penalty 3321.349980 = -2926424.218208
  nChanged 30
		SP:Iteration 112Q (16773.390000 sec): 3 clusters
  Score: Raw -2929747.399851 + Penalty 3321.349980 = -2926426.049871
  nChanged 23
		SP:Iteration 113Q (16773.450000 sec): 3 clusters
  Score: Raw -2929748.821720 + Penalty 3321.349980 = -2926427.471740
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		SP:Iteration 114Q (16773.510000 sec): 3 clusters
  Score: Raw -2929750.379193 + Penalty 3321.349980 = -2926429.029213
  nChanged 22
		SP:Iteration 115Q (16773.570000 sec): 3 clusters
  Score: Raw -2929751.758071 + Penalty 3321.349980 = -2926430.408092
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		SP:Iteration 116Q (16773.630000 sec): 3 clusters
  Score: Raw -2929752.932610 + Penalty 3321.349980 = -2926431.582630
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		SP:Iteration 117Q (16773.690000 sec): 3 clusters
  Score: Raw -2929753.838746 + Penalty 3321.349980 = -2926432.488766
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		SP:Iteration 118Q (16773.750000 sec): 3 clusters
  Score: Raw -2929754.573621 + Penalty 3321.349980 = -2926433.223642
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		SP:Iteration 119Q (16773.810000 sec): 3 clusters
  Score: Raw -2929755.357940 + Penalty 3321.349980 = -2926434.007960
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		SP:Iteration 120F (16773.880000 sec): 3 clusters
  Score: Raw -2929756.176186 + Penalty 3321.349980 = -2926434.826206
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		SP:Iteration 121Q (16773.940000 sec): 3 clusters
  Score: Raw -2929756.891141 + Penalty 3321.349980 = -2926435.541162
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		SP:Iteration 122Q (16774.010000 sec): 3 clusters
  Score: Raw -2929757.568488 + Penalty 3321.349980 = -2926436.218508
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		SP:Iteration 123Q (16774.070000 sec): 3 clusters
  Score: Raw -2929758.248303 + Penalty 3321.349980 = -2926436.898323
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  Score: Raw -2929758.936070 + Penalty 3321.349980 = -2926437.586090
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		SP:Iteration 125Q (16774.190000 sec): 3 clusters
  Score: Raw -2929759.437350 + Penalty 3321.349980 = -2926438.087370
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  Score: Raw -2929760.076554 + Penalty 3321.349980 = -2926438.726574
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		SP:Iteration 127Q (16774.310000 sec): 3 clusters
  Score: Raw -2929760.653643 + Penalty 3321.349980 = -2926439.303664
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  Score: Raw -2929761.496455 + Penalty 3321.349980 = -2926440.146475
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  Score: Raw -2929762.729075 + Penalty 3321.349980 = -2926441.379096
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  Score: Raw -2929765.587202 + Penalty 3321.349980 = -2926444.237222
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		SP:Iteration 131Q (16774.570000 sec): 3 clusters
  Score: Raw -2929769.255779 + Penalty 3321.349980 = -2926447.905800
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  Score: Raw -2929775.770349 + Penalty 3321.349980 = -2926454.420370
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		SP:Iteration 155Q (16776.030000 sec): 3 clusters
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		SP:Iteration 164Q (16776.570000 sec): 3 clusters
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		SP:Iteration 165Q (16776.630000 sec): 3 clusters
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  Score: Raw -2932263.699185 + Penalty 3321.349980 = -2928942.349205
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  Score: Raw -2932270.509511 + Penalty 3321.349980 = -2928949.159531
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  Score: Raw -2932275.429234 + Penalty 3321.349980 = -2928954.079254
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  Score: Raw -2932290.594401 + Penalty 3321.349980 = -2928969.244422
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  Score: Raw -2932297.457990 + Penalty 3321.349980 = -2928976.108011
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  Score: Raw -2932302.927898 + Penalty 3321.349980 = -2928981.577919
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  Score: Raw -2932339.624912 + Penalty 3321.349980 = -2929018.274932
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  Score: Raw -2932346.469047 + Penalty 3321.349980 = -2929025.119067
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  Score: Raw -2932360.910765 + Penalty 3321.349980 = -2929039.560786
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		SP:Iteration 221Q (16779.550000 sec): 3 clusters
  Score: Raw -2932361.057271 + Penalty 3321.349980 = -2929039.707291
  nChanged 0
		SP:Iteration 222F (16779.610000 sec): 3 clusters
  Score: Raw -2932361.057271 + Penalty 3321.349980 = -2929039.707291
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16779.680000 sec): 2 clusters
  Score: Raw -3254969.089103 + Penalty 1662.916242 = -3253306.172860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16779.750000 sec): 3 clusters
  Score: Raw -3238070.477135 + Penalty 3325.832485 = -3234744.644650
  nChanged 12732
		SP:Iteration 1F (16779.820000 sec): 3 clusters
  Score: Raw -3245161.046329 + Penalty 3325.832485 = -3241835.213844
  nChanged 1641
		SP:Iteration 2F (16779.880000 sec): 3 clusters
  Score: Raw -3245915.038653 + Penalty 3325.832485 = -3242589.206168
  nChanged 1779
		SP:Iteration 3F (16779.950000 sec): 3 clusters
  Score: Raw -3246900.625747 + Penalty 3325.832485 = -3243574.793262
  nChanged 1949
		SP:Iteration 4F (16780.020000 sec): 3 clusters
  Score: Raw -3248187.340861 + Penalty 3325.832485 = -3244861.508376
  nChanged 2080
		SP:Iteration 5F (16780.090000 sec): 3 clusters
  Score: Raw -3249798.134505 + Penalty 3325.832485 = -3246472.302020
  nChanged 1947
		SP:Iteration 6F (16780.150000 sec): 3 clusters
  Score: Raw -3251457.961166 + Penalty 3325.832485 = -3248132.128681
  nChanged 1620
		SP:Iteration 7F (16780.220000 sec): 3 clusters
  Score: Raw -3252909.454336 + Penalty 3325.832485 = -3249583.621852
  nChanged 1084
		SP:Iteration 8Q (16780.290000 sec): 3 clusters
  Score: Raw -3253887.522483 + Penalty 3325.832485 = -3250561.689998
  nChanged 669
		SP:Iteration 9Q (16780.350000 sec): 3 clusters
  Score: Raw -3254497.826031 + Penalty 3325.832485 = -3251171.993546
  nChanged 311
		SP:Iteration 10Q (16780.410000 sec): 3 clusters
  Score: Raw -3254786.622067 + Penalty 3325.832485 = -3251460.789582
  nChanged 179
		SP:Iteration 11Q (16780.460000 sec): 3 clusters
  Score: Raw -3254970.098886 + Penalty 3325.832485 = -3251644.266402
  nChanged 91
		SP:Iteration 12Q (16780.510000 sec): 3 clusters
  Score: Raw -3255060.593006 + Penalty 3325.832485 = -3251734.760522
  nChanged 41
		SP:Iteration 13Q (16780.560000 sec): 3 clusters
  Score: Raw -3255100.373833 + Penalty 3325.832485 = -3251774.541349
  nChanged 25
		SP:Iteration 14Q (16780.610000 sec): 3 clusters
  Score: Raw -3255133.587272 + Penalty 3325.832485 = -3251807.754787
  nChanged 21
		SP:Iteration 15Q (16780.650000 sec): 3 clusters
  Score: Raw -3255160.877108 + Penalty 3325.832485 = -3251835.044623
  nChanged 12
		SP:Iteration 16Q (16780.700000 sec): 3 clusters
  Score: Raw -3255179.146445 + Penalty 3325.832485 = -3251853.313960
  nChanged 15
		SP:Iteration 17Q (16780.750000 sec): 3 clusters
  Score: Raw -3255193.844131 + Penalty 3325.832485 = -3251868.011646
  nChanged 8
		SP:Iteration 18Q (16780.790000 sec): 3 clusters
  Score: Raw -3255202.153120 + Penalty 3325.832485 = -3251876.320635
  nChanged 2
		SP:Iteration 19Q (16780.840000 sec): 3 clusters
  Score: Raw -3255203.258863 + Penalty 3325.832485 = -3251877.426378
  nChanged 0
		SP:Iteration 20F (16780.910000 sec): 3 clusters
  Score: Raw -3255203.258863 + Penalty 3325.832485 = -3251877.426378
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (11030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16780.940000 sec): 2 clusters
  Score: Raw -1275698.766509 + Penalty 1512.610793 = -1274186.155716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16780.970000 sec): 3 clusters
  Score: Raw -1269444.415063 + Penalty 3025.221586 = -1266419.193476
  nChanged 4798
		SP:Iteration 1F (16780.990000 sec): 3 clusters
  Score: Raw -1271942.160251 + Penalty 3025.221586 = -1268916.938664
  nChanged 556
		SP:Iteration 2F (16781.020000 sec): 3 clusters
  Score: Raw -1272129.693862 + Penalty 3025.221586 = -1269104.472275
  nChanged 449
		SP:Iteration 3Q (16781.050000 sec): 3 clusters
  Score: Raw -1272270.701956 + Penalty 3025.221586 = -1269245.480370
  nChanged 390
		SP:Iteration 4Q (16781.070000 sec): 3 clusters
  Score: Raw -1272395.554475 + Penalty 3025.221586 = -1269370.332889
  nChanged 384
		SP:Iteration 5Q (16781.100000 sec): 3 clusters
  Score: Raw -1272527.205556 + Penalty 3025.221586 = -1269501.983970
  nChanged 351
		SP:Iteration 6Q (16781.130000 sec): 3 clusters
  Score: Raw -1272649.439853 + Penalty 3025.221586 = -1269624.218266
  nChanged 332
		SP:Iteration 7Q (16781.150000 sec): 3 clusters
  Score: Raw -1272770.940277 + Penalty 3025.221586 = -1269745.718690
  nChanged 346
		SP:Iteration 8Q (16781.180000 sec): 3 clusters
  Score: Raw -1272906.987873 + Penalty 3025.221586 = -1269881.766287
  nChanged 366
		SP:Iteration 9Q (16781.200000 sec): 3 clusters
  Score: Raw -1273097.276345 + Penalty 3025.221586 = -1270072.054759
  nChanged 404
		SP:Iteration 10Q (16781.230000 sec): 3 clusters
  Score: Raw -1273359.172186 + Penalty 3025.221586 = -1270333.950600
  nChanged 464
		SP:Iteration 11Q (16781.250000 sec): 3 clusters
  Score: Raw -1273639.411805 + Penalty 3025.221586 = -1270614.190219
  nChanged 437
		SP:Iteration 12Q (16781.280000 sec): 3 clusters
  Score: Raw -1273890.286762 + Penalty 3025.221586 = -1270865.065175
  nChanged 364
		SP:Iteration 13Q (16781.310000 sec): 3 clusters
  Score: Raw -1274078.992092 + Penalty 3025.221586 = -1271053.770506
  nChanged 321
		SP:Iteration 14Q (16781.330000 sec): 3 clusters
  Score: Raw -1274195.570705 + Penalty 3025.221586 = -1271170.349119
  nChanged 212
		SP:Iteration 15Q (16781.350000 sec): 3 clusters
  Score: Raw -1274265.411737 + Penalty 3025.221586 = -1271240.190150
  nChanged 169
		SP:Iteration 16Q (16781.380000 sec): 3 clusters
  Score: Raw -1274317.182214 + Penalty 3025.221586 = -1271291.960627
  nChanged 143
		SP:Iteration 17Q (16781.410000 sec): 3 clusters
  Score: Raw -1274360.448678 + Penalty 3025.221586 = -1271335.227092
  nChanged 122
		SP:Iteration 18Q (16781.430000 sec): 3 clusters
  Score: Raw -1274395.116155 + Penalty 3025.221586 = -1271369.894569
  nChanged 106
		SP:Iteration 19Q (16781.450000 sec): 3 clusters
  Score: Raw -1274429.271376 + Penalty 3025.221586 = -1271404.049789
  nChanged 87
		SP:Iteration 20F (16781.480000 sec): 3 clusters
  Score: Raw -1274450.158046 + Penalty 3025.221586 = -1271424.936460
  nChanged 79
		SP:Iteration 21Q (16781.510000 sec): 3 clusters
  Score: Raw -1274468.285040 + Penalty 3025.221586 = -1271443.063454
  nChanged 82
		SP:Iteration 22Q (16781.530000 sec): 3 clusters
  Score: Raw -1274491.094139 + Penalty 3025.221586 = -1271465.872552
  nChanged 86
		SP:Iteration 23Q (16781.550000 sec): 3 clusters
  Score: Raw -1274514.492016 + Penalty 3025.221586 = -1271489.270429
  nChanged 79
		SP:Iteration 24Q (16781.580000 sec): 3 clusters
  Score: Raw -1274532.939180 + Penalty 3025.221586 = -1271507.717594
  nChanged 83
		SP:Iteration 25Q (16781.600000 sec): 3 clusters
  Score: Raw -1274550.203345 + Penalty 3025.221586 = -1271524.981759
  nChanged 69
		SP:Iteration 26Q (16781.630000 sec): 3 clusters
  Score: Raw -1274566.161636 + Penalty 3025.221586 = -1271540.940050
  nChanged 66
		SP:Iteration 27Q (16781.650000 sec): 3 clusters
  Score: Raw -1274581.053790 + Penalty 3025.221586 = -1271555.832203
  nChanged 64
		SP:Iteration 28Q (16781.670000 sec): 3 clusters
  Score: Raw -1274594.778383 + Penalty 3025.221586 = -1271569.556796
  nChanged 74
		SP:Iteration 29Q (16781.700000 sec): 3 clusters
  Score: Raw -1274612.668465 + Penalty 3025.221586 = -1271587.446878
  nChanged 77
		SP:Iteration 30Q (16781.720000 sec): 3 clusters
  Score: Raw -1274631.537968 + Penalty 3025.221586 = -1271606.316382
  nChanged 67
		SP:Iteration 31Q (16781.750000 sec): 3 clusters
  Score: Raw -1274645.570553 + Penalty 3025.221586 = -1271620.348966
  nChanged 47
		SP:Iteration 32Q (16781.770000 sec): 3 clusters
  Score: Raw -1274654.900519 + Penalty 3025.221586 = -1271629.678932
  nChanged 51
		SP:Iteration 33Q (16781.790000 sec): 3 clusters
  Score: Raw -1274667.098368 + Penalty 3025.221586 = -1271641.876782
  nChanged 58
		SP:Iteration 34Q (16781.820000 sec): 3 clusters
  Score: Raw -1274682.590423 + Penalty 3025.221586 = -1271657.368837
  nChanged 63
		SP:Iteration 35Q (16781.840000 sec): 3 clusters
  Score: Raw -1274695.273012 + Penalty 3025.221586 = -1271670.051426
  nChanged 61
		SP:Iteration 36Q (16781.860000 sec): 3 clusters
  Score: Raw -1274706.027060 + Penalty 3025.221586 = -1271680.805473
  nChanged 46
		SP:Iteration 37Q (16781.890000 sec): 3 clusters
  Score: Raw -1274713.306107 + Penalty 3025.221586 = -1271688.084521
  nChanged 53
		SP:Iteration 38Q (16781.910000 sec): 3 clusters
  Score: Raw -1274721.773172 + Penalty 3025.221586 = -1271696.551585
  nChanged 50
		SP:Iteration 39Q (16781.930000 sec): 3 clusters
  Score: Raw -1274730.016378 + Penalty 3025.221586 = -1271704.794791
  nChanged 48
		SP:Iteration 40F (16781.960000 sec): 3 clusters
  Score: Raw -1274739.670156 + Penalty 3025.221586 = -1271714.448570
  nChanged 59
		SP:Iteration 41Q (16781.980000 sec): 3 clusters
  Score: Raw -1274750.545003 + Penalty 3025.221586 = -1271725.323416
  nChanged 62
		SP:Iteration 42Q (16782.010000 sec): 3 clusters
  Score: Raw -1274763.799513 + Penalty 3025.221586 = -1271738.577927
  nChanged 65
		SP:Iteration 43Q (16782.030000 sec): 3 clusters
  Score: Raw -1274777.357106 + Penalty 3025.221586 = -1271752.135519
  nChanged 51
		SP:Iteration 44Q (16782.050000 sec): 3 clusters
  Score: Raw -1274788.386141 + Penalty 3025.221586 = -1271763.164554
  nChanged 69
		SP:Iteration 45Q (16782.080000 sec): 3 clusters
  Score: Raw -1274807.519170 + Penalty 3025.221586 = -1271782.297583
  nChanged 76
		SP:Iteration 46Q (16782.100000 sec): 3 clusters
  Score: Raw -1274826.462226 + Penalty 3025.221586 = -1271801.240640
  nChanged 67
		SP:Iteration 47Q (16782.120000 sec): 3 clusters
  Score: Raw -1274843.009906 + Penalty 3025.221586 = -1271817.788319
  nChanged 60
		SP:Iteration 48Q (16782.150000 sec): 3 clusters
  Score: Raw -1274857.407776 + Penalty 3025.221586 = -1271832.186190
  nChanged 54
		SP:Iteration 49Q (16782.170000 sec): 3 clusters
  Score: Raw -1274870.058331 + Penalty 3025.221586 = -1271844.836744
  nChanged 66
		SP:Iteration 50Q (16782.190000 sec): 3 clusters
  Score: Raw -1274885.751418 + Penalty 3025.221586 = -1271860.529832
  nChanged 61
		SP:Iteration 51Q (16782.210000 sec): 3 clusters
  Score: Raw -1274900.452361 + Penalty 3025.221586 = -1271875.230775
  nChanged 72
		SP:Iteration 52Q (16782.240000 sec): 3 clusters
  Score: Raw -1274915.986116 + Penalty 3025.221586 = -1271890.764530
  nChanged 60
		SP:Iteration 53Q (16782.260000 sec): 3 clusters
  Score: Raw -1274928.447631 + Penalty 3025.221586 = -1271903.226044
  nChanged 57
		SP:Iteration 54Q (16782.280000 sec): 3 clusters
  Score: Raw -1274940.580569 + Penalty 3025.221586 = -1271915.358982
  nChanged 47
		SP:Iteration 55Q (16782.310000 sec): 3 clusters
  Score: Raw -1274949.916533 + Penalty 3025.221586 = -1271924.694947
  nChanged 42
		SP:Iteration 56Q (16782.330000 sec): 3 clusters
  Score: Raw -1274959.073499 + Penalty 3025.221586 = -1271933.851912
  nChanged 45
		SP:Iteration 57Q (16782.350000 sec): 3 clusters
  Score: Raw -1274969.124648 + Penalty 3025.221586 = -1271943.903062
  nChanged 57
		SP:Iteration 58Q (16782.370000 sec): 3 clusters
  Score: Raw -1274984.549385 + Penalty 3025.221586 = -1271959.327799
  nChanged 72
		SP:Iteration 59Q (16782.390000 sec): 3 clusters
  Score: Raw -1275004.504126 + Penalty 3025.221586 = -1271979.282540
  nChanged 66
		SP:Iteration 60F (16782.420000 sec): 3 clusters
  Score: Raw -1275023.998639 + Penalty 3025.221586 = -1271998.777053
  nChanged 65
		SP:Iteration 61Q (16782.450000 sec): 3 clusters
  Score: Raw -1275039.959701 + Penalty 3025.221586 = -1272014.738114
  nChanged 51
		SP:Iteration 62Q (16782.470000 sec): 3 clusters
  Score: Raw -1275051.098189 + Penalty 3025.221586 = -1272025.876602
  nChanged 46
		SP:Iteration 63Q (16782.490000 sec): 3 clusters
  Score: Raw -1275061.596129 + Penalty 3025.221586 = -1272036.374542
  nChanged 41
		SP:Iteration 64Q (16782.510000 sec): 3 clusters
  Score: Raw -1275070.796087 + Penalty 3025.221586 = -1272045.574500
  nChanged 48
		SP:Iteration 65Q (16782.530000 sec): 3 clusters
  Score: Raw -1275082.287227 + Penalty 3025.221586 = -1272057.065641
  nChanged 42
		SP:Iteration 66Q (16782.550000 sec): 3 clusters
  Score: Raw -1275092.159577 + Penalty 3025.221586 = -1272066.937991
  nChanged 44
		SP:Iteration 67Q (16782.580000 sec): 3 clusters
  Score: Raw -1275103.247933 + Penalty 3025.221586 = -1272078.026347
  nChanged 41
		SP:Iteration 68Q (16782.600000 sec): 3 clusters
  Score: Raw -1275113.082359 + Penalty 3025.221586 = -1272087.860772
  nChanged 45
		SP:Iteration 69Q (16782.620000 sec): 3 clusters
  Score: Raw -1275122.102208 + Penalty 3025.221586 = -1272096.880622
  nChanged 35
		SP:Iteration 70Q (16782.640000 sec): 3 clusters
  Score: Raw -1275130.077511 + Penalty 3025.221586 = -1272104.855925
  nChanged 25
		SP:Iteration 71Q (16782.670000 sec): 3 clusters
  Score: Raw -1275134.980884 + Penalty 3025.221586 = -1272109.759298
  nChanged 24
		SP:Iteration 72Q (16782.690000 sec): 3 clusters
  Score: Raw -1275141.558054 + Penalty 3025.221586 = -1272116.336468
  nChanged 40
		SP:Iteration 73Q (16782.710000 sec): 3 clusters
  Score: Raw -1275152.210655 + Penalty 3025.221586 = -1272126.989069
  nChanged 48
		SP:Iteration 74Q (16782.730000 sec): 3 clusters
  Score: Raw -1275164.487703 + Penalty 3025.221586 = -1272139.266117
  nChanged 50
		SP:Iteration 75Q (16782.750000 sec): 3 clusters
  Score: Raw -1275178.770957 + Penalty 3025.221586 = -1272153.549370
  nChanged 57
		SP:Iteration 76Q (16782.770000 sec): 3 clusters
  Score: Raw -1275196.366188 + Penalty 3025.221586 = -1272171.144601
  nChanged 63
		SP:Iteration 77Q (16782.800000 sec): 3 clusters
  Score: Raw -1275214.622236 + Penalty 3025.221586 = -1272189.400649
  nChanged 59
		SP:Iteration 78Q (16782.820000 sec): 3 clusters
  Score: Raw -1275232.146305 + Penalty 3025.221586 = -1272206.924719
  nChanged 63
		SP:Iteration 79Q (16782.840000 sec): 3 clusters
  Score: Raw -1275251.638818 + Penalty 3025.221586 = -1272226.417232
  nChanged 61
		SP:Iteration 80F (16782.870000 sec): 3 clusters
  Score: Raw -1275271.298629 + Penalty 3025.221586 = -1272246.077043
  nChanged 68
		SP:Iteration 81Q (16782.890000 sec): 3 clusters
  Score: Raw -1275296.064494 + Penalty 3025.221586 = -1272270.842908
  nChanged 72
		SP:Iteration 82Q (16782.910000 sec): 3 clusters
  Score: Raw -1275323.266699 + Penalty 3025.221586 = -1272298.045113
  nChanged 75
		SP:Iteration 83Q (16782.930000 sec): 3 clusters
  Score: Raw -1275351.187726 + Penalty 3025.221586 = -1272325.966140
  nChanged 71
		SP:Iteration 84Q (16782.950000 sec): 3 clusters
  Score: Raw -1275382.878541 + Penalty 3025.221586 = -1272357.656955
  nChanged 77
		SP:Iteration 85Q (16782.970000 sec): 3 clusters
  Score: Raw -1275413.439258 + Penalty 3025.221586 = -1272388.217671
  nChanged 71
		SP:Iteration 86Q (16782.990000 sec): 3 clusters
  Score: Raw -1275441.139014 + Penalty 3025.221586 = -1272415.917428
  nChanged 70
		SP:Iteration 87Q (16783.010000 sec): 3 clusters
  Score: Raw -1275470.152159 + Penalty 3025.221586 = -1272444.930572
  nChanged 59
		SP:Iteration 88Q (16783.040000 sec): 3 clusters
  Score: Raw -1275496.904361 + Penalty 3025.221586 = -1272471.682774
  nChanged 71
		SP:Iteration 89Q (16783.050000 sec): 3 clusters
  Score: Raw -1275533.543186 + Penalty 3025.221586 = -1272508.321600
  nChanged 82
		SP:Iteration 90Q (16783.070000 sec): 3 clusters
  Score: Raw -1275581.969618 + Penalty 3025.221586 = -1272556.748032
  nChanged 79
		SP:Iteration 91Q (16783.090000 sec): 3 clusters
  Score: Raw -1275628.754846 + Penalty 3025.221586 = -1272603.533259
  nChanged 75
		SP:Iteration 92Q (16783.110000 sec): 3 clusters
  Score: Raw -1275672.227341 + Penalty 3025.221586 = -1272647.005754
  nChanged 56
		SP:Iteration 93Q (16783.130000 sec): 3 clusters
  Score: Raw -1275705.527399 + Penalty 3025.221586 = -1272680.305813
  nChanged 51
		SP:Iteration 94Q (16783.150000 sec): 3 clusters
  Score: Raw -1275734.636167 + Penalty 3025.221586 = -1272709.414581
  nChanged 38
		SP:Iteration 95Q (16783.170000 sec): 3 clusters
  Score: Raw -1275760.971575 + Penalty 3025.221586 = -1272735.749988
  nChanged 41
		SP:Iteration 96Q (16783.190000 sec): 3 clusters
  Score: Raw -1275792.469234 + Penalty 3025.221586 = -1272767.247648
  nChanged 36
		SP:Iteration 97Q (16783.210000 sec): 3 clusters
  Score: Raw -1275816.084944 + Penalty 3025.221586 = -1272790.863357
  nChanged 33
		SP:Iteration 98Q (16783.230000 sec): 3 clusters
  Score: Raw -1275837.868943 + Penalty 3025.221586 = -1272812.647357
  nChanged 27
		SP:Iteration 99Q (16783.250000 sec): 3 clusters
  Score: Raw -1275856.133017 + Penalty 3025.221586 = -1272830.911430
  nChanged 22
		SP:Iteration 100F (16783.270000 sec): 3 clusters
  Score: Raw -1275868.992220 + Penalty 3025.221586 = -1272843.770634
  nChanged 21
		SP:Iteration 101Q (16783.290000 sec): 3 clusters
  Score: Raw -1275881.172268 + Penalty 3025.221586 = -1272855.950681
  nChanged 15
		SP:Iteration 102Q (16783.310000 sec): 3 clusters
  Score: Raw -1275889.522789 + Penalty 3025.221586 = -1272864.301202
  nChanged 10
		SP:Iteration 103Q (16783.330000 sec): 3 clusters
  Score: Raw -1275894.444175 + Penalty 3025.221586 = -1272869.222588
  nChanged 5
		SP:Iteration 104Q (16783.350000 sec): 3 clusters
  Score: Raw -1275897.514117 + Penalty 3025.221586 = -1272872.292530
  nChanged 7
		SP:Iteration 105Q (16783.370000 sec): 3 clusters
  Score: Raw -1275900.952561 + Penalty 3025.221586 = -1272875.730975
  nChanged 5
		SP:Iteration 106Q (16783.390000 sec): 3 clusters
  Score: Raw -1275903.083741 + Penalty 3025.221586 = -1272877.862154
  nChanged 4
		SP:Iteration 107Q (16783.400000 sec): 3 clusters
  Score: Raw -1275906.088314 + Penalty 3025.221586 = -1272880.866727
  nChanged 7
		SP:Iteration 108Q (16783.420000 sec): 3 clusters
  Score: Raw -1275910.784518 + Penalty 3025.221586 = -1272885.562932
  nChanged 5
		SP:Iteration 109Q (16783.440000 sec): 3 clusters
  Score: Raw -1275913.689093 + Penalty 3025.221586 = -1272888.467506
  nChanged 7
		SP:Iteration 110Q (16783.460000 sec): 3 clusters
  Score: Raw -1275918.582666 + Penalty 3025.221586 = -1272893.361080
  nChanged 10
		SP:Iteration 111Q (16783.480000 sec): 3 clusters
  Score: Raw -1275925.469381 + Penalty 3025.221586 = -1272900.247794
  nChanged 11
		SP:Iteration 112Q (16783.490000 sec): 3 clusters
  Score: Raw -1275930.912715 + Penalty 3025.221586 = -1272905.691129
  nChanged 5
		SP:Iteration 113Q (16783.510000 sec): 3 clusters
  Score: Raw -1275933.563205 + Penalty 3025.221586 = -1272908.341619
  nChanged 4
		SP:Iteration 114Q (16783.530000 sec): 3 clusters
  Score: Raw -1275935.013246 + Penalty 3025.221586 = -1272909.791659
  nChanged 2
		SP:Iteration 115Q (16783.550000 sec): 3 clusters
  Score: Raw -1275935.589279 + Penalty 3025.221586 = -1272910.367692
  nChanged 1
		SP:Iteration 116Q (16783.560000 sec): 3 clusters
  Score: Raw -1275936.436320 + Penalty 3025.221586 = -1272911.214734
  nChanged 1
		SP:Iteration 117Q (16783.580000 sec): 3 clusters
  Score: Raw -1275936.688967 + Penalty 3025.221586 = -1272911.467380
  nChanged 1
		SP:Iteration 118Q (16783.600000 sec): 3 clusters
  Score: Raw -1275936.926835 + Penalty 3025.221586 = -1272911.705249
  nChanged 0
		SP:Iteration 119F (16783.630000 sec): 3 clusters
  Score: Raw -1275936.926835 + Penalty 3025.221586 = -1272911.705249
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16783.640000 sec): 2 clusters
  Score: Raw -345327.745760 + Penalty 1310.911719 = -344016.834041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16783.650000 sec): 3 clusters
  Score: Raw -343777.113238 + Penalty 2621.823438 = -341155.289800
  nChanged 1236
		SP:Iteration 1F (16783.650000 sec): 3 clusters
  Score: Raw -344577.504149 + Penalty 2621.823438 = -341955.680711
  nChanged 264
		SP:Iteration 2F (16783.660000 sec): 3 clusters
  Score: Raw -344822.034366 + Penalty 2621.823438 = -342200.210928
  nChanged 247
		SP:Iteration 3F (16783.670000 sec): 3 clusters
  Score: Raw -345104.904964 + Penalty 2621.823438 = -342483.081526
  nChanged 211
		SP:Iteration 4F (16783.680000 sec): 3 clusters
  Score: Raw -345371.017843 + Penalty 2621.823438 = -342749.194405
  nChanged 186
		SP:Iteration 5F (16783.690000 sec): 3 clusters
  Score: Raw -345577.387234 + Penalty 2621.823438 = -342955.563796
  nChanged 151
		SP:Iteration 6Q (16783.690000 sec): 3 clusters
  Score: Raw -345730.002606 + Penalty 2621.823438 = -343108.179168
  nChanged 106
		SP:Iteration 7Q (16783.700000 sec): 3 clusters
  Score: Raw -345823.179340 + Penalty 2621.823438 = -343201.355902
  nChanged 70
		SP:Iteration 8Q (16783.710000 sec): 3 clusters
  Score: Raw -345880.111385 + Penalty 2621.823438 = -343258.287947
  nChanged 50
		SP:Iteration 9Q (16783.710000 sec): 3 clusters
  Score: Raw -345919.244628 + Penalty 2621.823438 = -343297.421190
  nChanged 45
		SP:Iteration 10Q (16783.720000 sec): 3 clusters
  Score: Raw -345951.883845 + Penalty 2621.823438 = -343330.060407
  nChanged 31
		SP:Iteration 11Q (16783.730000 sec): 3 clusters
  Score: Raw -345969.195851 + Penalty 2621.823438 = -343347.372413
  nChanged 17
		SP:Iteration 12Q (16783.730000 sec): 3 clusters
  Score: Raw -345982.320178 + Penalty 2621.823438 = -343360.496740
  nChanged 14
		SP:Iteration 13Q (16783.740000 sec): 3 clusters
  Score: Raw -345991.354947 + Penalty 2621.823438 = -343369.531509
  nChanged 13
		SP:Iteration 14Q (16783.750000 sec): 3 clusters
  Score: Raw -345997.165037 + Penalty 2621.823438 = -343375.341599
  nChanged 8
		SP:Iteration 15Q (16783.750000 sec): 3 clusters
  Score: Raw -346000.907559 + Penalty 2621.823438 = -343379.084121
  nChanged 8
		SP:Iteration 16Q (16783.760000 sec): 3 clusters
  Score: Raw -346004.437695 + Penalty 2621.823438 = -343382.614257
  nChanged 8
		SP:Iteration 17Q (16783.770000 sec): 3 clusters
  Score: Raw -346008.419222 + Penalty 2621.823438 = -343386.595784
  nChanged 4
		SP:Iteration 18Q (16783.770000 sec): 3 clusters
  Score: Raw -346011.094630 + Penalty 2621.823438 = -343389.271192
  nChanged 6
		SP:Iteration 19Q (16783.780000 sec): 3 clusters
  Score: Raw -346014.265692 + Penalty 2621.823438 = -343392.442254
  nChanged 4
		SP:Iteration 20F (16783.790000 sec): 3 clusters
  Score: Raw -346015.844265 + Penalty 2621.823438 = -343394.020827
  nChanged 2
		SP:Iteration 21Q (16783.790000 sec): 3 clusters
  Score: Raw -346017.066467 + Penalty 2621.823438 = -343395.243029
  nChanged 6
		SP:Iteration 22Q (16783.800000 sec): 3 clusters
  Score: Raw -346019.086692 + Penalty 2621.823438 = -343397.263254
  nChanged 2
		SP:Iteration 23Q (16783.810000 sec): 3 clusters
  Score: Raw -346019.586667 + Penalty 2621.823438 = -343397.763229
  nChanged 0
		SP:Iteration 24F (16783.810000 sec): 3 clusters
  Score: Raw -346019.586667 + Penalty 2621.823438 = -343397.763229
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (8012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16783.840000 sec): 2 clusters
  Score: Raw -859986.973868 + Penalty 1460.663051 = -858526.310818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16783.860000 sec): 3 clusters
  Score: Raw -855566.145083 + Penalty 2921.326101 = -852644.818982
  nChanged 3420
		SP:Iteration 1F (16783.870000 sec): 3 clusters
  Score: Raw -857674.073577 + Penalty 2921.326101 = -854752.747475
  nChanged 680
		SP:Iteration 2F (16783.890000 sec): 3 clusters
  Score: Raw -858199.461150 + Penalty 2921.326101 = -855278.135048
  nChanged 623
		SP:Iteration 3F (16783.910000 sec): 3 clusters
  Score: Raw -858771.128882 + Penalty 2921.326101 = -855849.802781
  nChanged 615
		SP:Iteration 4F (16783.930000 sec): 3 clusters
  Score: Raw -859373.434049 + Penalty 2921.326101 = -856452.107948
  nChanged 566
		SP:Iteration 5F (16783.950000 sec): 3 clusters
  Score: Raw -859887.661717 + Penalty 2921.326101 = -856966.335616
  nChanged 451
		SP:Iteration 6F (16783.970000 sec): 3 clusters
  Score: Raw -860227.622156 + Penalty 2921.326101 = -857306.296055
  nChanged 356
		SP:Iteration 7Q (16783.990000 sec): 3 clusters
  Score: Raw -860498.538855 + Penalty 2921.326101 = -857577.212754
  nChanged 310
		SP:Iteration 8Q (16784.010000 sec): 3 clusters
  Score: Raw -860746.947789 + Penalty 2921.326101 = -857825.621687
  nChanged 235
		SP:Iteration 9Q (16784.020000 sec): 3 clusters
  Score: Raw -860929.702679 + Penalty 2921.326101 = -858008.376578
  nChanged 159
		SP:Iteration 10Q (16784.040000 sec): 3 clusters
  Score: Raw -861047.398350 + Penalty 2921.326101 = -858126.072249
  nChanged 130
		SP:Iteration 11Q (16784.060000 sec): 3 clusters
  Score: Raw -861110.078616 + Penalty 2921.326101 = -858188.752514
  nChanged 98
		SP:Iteration 12Q (16784.070000 sec): 3 clusters
  Score: Raw -861146.532436 + Penalty 2921.326101 = -858225.206334
  nChanged 67
		SP:Iteration 13Q (16784.090000 sec): 3 clusters
  Score: Raw -861169.498029 + Penalty 2921.326101 = -858248.171928
  nChanged 37
		SP:Iteration 14Q (16784.110000 sec): 3 clusters
  Score: Raw -861178.040700 + Penalty 2921.326101 = -858256.714598
  nChanged 25
		SP:Iteration 15Q (16784.130000 sec): 3 clusters
  Score: Raw -861184.662014 + Penalty 2921.326101 = -858263.335913
  nChanged 19
		SP:Iteration 16Q (16784.140000 sec): 3 clusters
  Score: Raw -861189.016168 + Penalty 2921.326101 = -858267.690066
  nChanged 14
		SP:Iteration 17Q (16784.160000 sec): 3 clusters
  Score: Raw -861191.508255 + Penalty 2921.326101 = -858270.182153
  nChanged 9
		SP:Iteration 18Q (16784.170000 sec): 3 clusters
  Score: Raw -861193.967400 + Penalty 2921.326101 = -858272.641299
  nChanged 14
		SP:Iteration 19Q (16784.190000 sec): 3 clusters
  Score: Raw -861197.262435 + Penalty 2921.326101 = -858275.936334
  nChanged 13
		SP:Iteration 20F (16784.210000 sec): 3 clusters
  Score: Raw -861199.399076 + Penalty 2921.326101 = -858278.072975
  nChanged 13
		SP:Iteration 21Q (16784.230000 sec): 3 clusters
  Score: Raw -861203.254896 + Penalty 2921.326101 = -858281.928795
  nChanged 13
		SP:Iteration 22Q (16784.250000 sec): 3 clusters
  Score: Raw -861206.645393 + Penalty 2921.326101 = -858285.319292
  nChanged 10
		SP:Iteration 23Q (16784.260000 sec): 3 clusters
  Score: Raw -861208.477293 + Penalty 2921.326101 = -858287.151191
  nChanged 7
		SP:Iteration 24Q (16784.280000 sec): 3 clusters
  Score: Raw -861210.041595 + Penalty 2921.326101 = -858288.715493
  nChanged 9
		SP:Iteration 25Q (16784.290000 sec): 3 clusters
  Score: Raw -861211.305048 + Penalty 2921.326101 = -858289.978947
  nChanged 8
		SP:Iteration 26Q (16784.310000 sec): 3 clusters
  Score: Raw -861213.071998 + Penalty 2921.326101 = -858291.745896
  nChanged 4
		SP:Iteration 27Q (16784.330000 sec): 3 clusters
  Score: Raw -861213.745788 + Penalty 2921.326101 = -858292.419687
  nChanged 2
		SP:Iteration 28Q (16784.350000 sec): 3 clusters
  Score: Raw -861213.952550 + Penalty 2921.326101 = -858292.626449
  nChanged 1
		SP:Iteration 29Q (16784.360000 sec): 3 clusters
  Score: Raw -861214.015496 + Penalty 2921.326101 = -858292.689395
  nChanged 0
		SP:Iteration 30F (16784.380000 sec): 3 clusters
  Score: Raw -861214.015496 + Penalty 2921.326101 = -858292.689395
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16784.490000 sec): 2 clusters
  Score: Raw -4893199.756489 + Penalty 1727.366649 = -4891472.389839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16784.590000 sec): 3 clusters
  Score: Raw -4867133.483739 + Penalty 3454.733299 = -4863678.750440
  nChanged 19359
		SP:Iteration 1F (16784.690000 sec): 3 clusters
  Score: Raw -4878463.848356 + Penalty 3454.733299 = -4875009.115057
  nChanged 2075
		SP:Iteration 2F (16784.800000 sec): 3 clusters
  Score: Raw -4879299.729467 + Penalty 3454.733299 = -4875844.996168
  nChanged 2242
		SP:Iteration 3F (16784.900000 sec): 3 clusters
  Score: Raw -4880273.443270 + Penalty 3454.733299 = -4876818.709971
  nChanged 2350
		SP:Iteration 4F (16785.000000 sec): 3 clusters
  Score: Raw -4881372.721726 + Penalty 3454.733299 = -4877917.988427
  nChanged 2478
		SP:Iteration 5F (16785.100000 sec): 3 clusters
  Score: Raw -4882549.026015 + Penalty 3454.733299 = -4879094.292716
  nChanged 2318
		SP:Iteration 6F (16785.200000 sec): 3 clusters
  Score: Raw -4883523.468583 + Penalty 3454.733299 = -4880068.735284
  nChanged 1992
		SP:Iteration 7Q (16785.310000 sec): 3 clusters
  Score: Raw -4884306.611721 + Penalty 3454.733299 = -4880851.878422
  nChanged 1724
		SP:Iteration 8Q (16785.410000 sec): 3 clusters
  Score: Raw -4884970.288706 + Penalty 3454.733299 = -4881515.555407
  nChanged 1610
		SP:Iteration 9Q (16785.510000 sec): 3 clusters
  Score: Raw -4885621.989027 + Penalty 3454.733299 = -4882167.255728
  nChanged 1631
		SP:Iteration 10Q (16785.620000 sec): 3 clusters
  Score: Raw -4886358.932829 + Penalty 3454.733299 = -4882904.199530
  nChanged 1641
		SP:Iteration 11Q (16785.720000 sec): 3 clusters
  Score: Raw -4887157.472253 + Penalty 3454.733299 = -4883702.738954
  nChanged 1674
		SP:Iteration 12Q (16785.820000 sec): 3 clusters
  Score: Raw -4888056.706271 + Penalty 3454.733299 = -4884601.972972
  nChanged 1668
		SP:Iteration 13Q (16785.930000 sec): 3 clusters
  Score: Raw -4889011.542412 + Penalty 3454.733299 = -4885556.809113
  nChanged 1512
		SP:Iteration 14Q (16786.030000 sec): 3 clusters
  Score: Raw -4889968.022780 + Penalty 3454.733299 = -4886513.289481
  nChanged 1354
		SP:Iteration 15Q (16786.130000 sec): 3 clusters
  Score: Raw -4890914.909655 + Penalty 3454.733299 = -4887460.176356
  nChanged 1147
		SP:Iteration 16Q (16786.230000 sec): 3 clusters
  Score: Raw -4891762.443790 + Penalty 3454.733299 = -4888307.710491
  nChanged 853
		SP:Iteration 17Q (16786.330000 sec): 3 clusters
  Score: Raw -4892413.319952 + Penalty 3454.733299 = -4888958.586653
  nChanged 551
		SP:Iteration 18Q (16786.430000 sec): 3 clusters
  Score: Raw -4892860.412051 + Penalty 3454.733299 = -4889405.678752
  nChanged 340
		SP:Iteration 19Q (16786.520000 sec): 3 clusters
  Score: Raw -4893153.723130 + Penalty 3454.733299 = -4889698.989831
  nChanged 183
		SP:Iteration 20F (16786.620000 sec): 3 clusters
  Score: Raw -4893320.378654 + Penalty 3454.733299 = -4889865.645355
  nChanged 114
		SP:Iteration 21Q (16786.710000 sec): 3 clusters
  Score: Raw -4893436.587210 + Penalty 3454.733299 = -4889981.853911
  nChanged 82
		SP:Iteration 22Q (16786.790000 sec): 3 clusters
  Score: Raw -4893541.768242 + Penalty 3454.733299 = -4890087.034943
  nChanged 73
		SP:Iteration 23Q (16786.870000 sec): 3 clusters
  Score: Raw -4893628.271227 + Penalty 3454.733299 = -4890173.537928
  nChanged 43
		SP:Iteration 24Q (16786.940000 sec): 3 clusters
  Score: Raw -4893681.347899 + Penalty 3454.733299 = -4890226.614600
  nChanged 35
		SP:Iteration 25Q (16787.020000 sec): 3 clusters
  Score: Raw -4893743.053902 + Penalty 3454.733299 = -4890288.320603
  nChanged 28
		SP:Iteration 26Q (16787.090000 sec): 3 clusters
  Score: Raw -4893779.054330 + Penalty 3454.733299 = -4890324.321031
  nChanged 22
		SP:Iteration 27Q (16787.160000 sec): 3 clusters
  Score: Raw -4893804.852913 + Penalty 3454.733299 = -4890350.119614
  nChanged 20
		SP:Iteration 28Q (16787.230000 sec): 3 clusters
  Score: Raw -4893837.095162 + Penalty 3454.733299 = -4890382.361863
  nChanged 14
		SP:Iteration 29Q (16787.300000 sec): 3 clusters
  Score: Raw -4893860.410899 + Penalty 3454.733299 = -4890405.677600
  nChanged 14
		SP:Iteration 30Q (16787.370000 sec): 3 clusters
  Score: Raw -4893873.920555 + Penalty 3454.733299 = -4890419.187256
  nChanged 13
		SP:Iteration 31Q (16787.440000 sec): 3 clusters
  Score: Raw -4893886.804323 + Penalty 3454.733299 = -4890432.071024
  nChanged 11
		SP:Iteration 32Q (16787.510000 sec): 3 clusters
  Score: Raw -4893896.861377 + Penalty 3454.733299 = -4890442.128078
  nChanged 7
		SP:Iteration 33Q (16787.580000 sec): 3 clusters
  Score: Raw -4893901.731036 + Penalty 3454.733299 = -4890446.997737
  nChanged 4
		SP:Iteration 34Q (16787.650000 sec): 3 clusters
  Score: Raw -4893904.540268 + Penalty 3454.733299 = -4890449.806969
  nChanged 2
		SP:Iteration 35Q (16787.720000 sec): 3 clusters
  Score: Raw -4893906.030368 + Penalty 3454.733299 = -4890451.297069
  nChanged 2
		SP:Iteration 36Q (16787.790000 sec): 3 clusters
  Score: Raw -4893907.605735 + Penalty 3454.733299 = -4890452.872436
  nChanged 7
		SP:Iteration 37Q (16787.860000 sec): 3 clusters
  Score: Raw -4893913.316563 + Penalty 3454.733299 = -4890458.583264
  nChanged 4
		SP:Iteration 38Q (16787.930000 sec): 3 clusters
  Score: Raw -4893916.526279 + Penalty 3454.733299 = -4890461.792980
  nChanged 2
		SP:Iteration 39Q (16788.000000 sec): 3 clusters
  Score: Raw -4893918.591496 + Penalty 3454.733299 = -4890463.858197
  nChanged 1
		SP:Iteration 40F (16788.100000 sec): 3 clusters
  Score: Raw -4893919.850100 + Penalty 3454.733299 = -4890465.116801
  nChanged 1
		SP:Iteration 41Q (16788.170000 sec): 3 clusters
  Score: Raw -4893920.336445 + Penalty 3454.733299 = -4890465.603146
  nChanged 0
		SP:Iteration 42F (16788.270000 sec): 3 clusters
  Score: Raw -4893920.336445 + Penalty 3454.733299 = -4890465.603146
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16788.290000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16788.290000 sec): 3 clusters
  Score: Raw -95534.234455 + Penalty 2187.192823 = -93347.041632
  nChanged 239
		SP:Iteration 1F (16788.290000 sec): 3 clusters
  Score: Raw -95825.298664 + Penalty 2187.192823 = -93638.105841
  nChanged 74
		SP:Iteration 2F (16788.300000 sec): 3 clusters
  Score: Raw -95924.175763 + Penalty 2187.192823 = -93736.982940
  nChanged 40
		SP:Iteration 3Q (16788.300000 sec): 3 clusters
  Score: Raw -95968.866661 + Penalty 2187.192823 = -93781.673838
  nChanged 24
		SP:Iteration 4Q (16788.300000 sec): 3 clusters
  Score: Raw -95993.771797 + Penalty 2187.192823 = -93806.578975
  nChanged 17
		SP:Iteration 5Q (16788.300000 sec): 3 clusters
  Score: Raw -96011.529633 + Penalty 2187.192823 = -93824.336810
  nChanged 18
		SP:Iteration 6Q (16788.300000 sec): 3 clusters
  Score: Raw -96041.762665 + Penalty 2187.192823 = -93854.569842
  nChanged 17
		SP:Iteration 7Q (16788.310000 sec): 3 clusters
  Score: Raw -96067.199855 + Penalty 2187.192823 = -93880.007033
  nChanged 22
		SP:Iteration 8Q (16788.310000 sec): 3 clusters
  Score: Raw -96102.284955 + Penalty 2187.192823 = -93915.092132
  nChanged 13
		SP:Iteration 9Q (16788.310000 sec): 3 clusters
  Score: Raw -96116.318030 + Penalty 2187.192823 = -93929.125207
  nChanged 9
		SP:Iteration 10Q (16788.310000 sec): 3 clusters
  Score: Raw -96126.250297 + Penalty 2187.192823 = -93939.057474
  nChanged 6
		SP:Iteration 11Q (16788.310000 sec): 3 clusters
  Score: Raw -96133.089963 + Penalty 2187.192823 = -93945.897140
  nChanged 5
		SP:Iteration 12Q (16788.310000 sec): 3 clusters
  Score: Raw -96140.695200 + Penalty 2187.192823 = -93953.502377
  nChanged 6
		SP:Iteration 13Q (16788.320000 sec): 3 clusters
  Score: Raw -96150.096713 + Penalty 2187.192823 = -93962.903890
  nChanged 9
		SP:Iteration 14Q (16788.320000 sec): 3 clusters
  Score: Raw -96162.623233 + Penalty 2187.192823 = -93975.430410
  nChanged 3
		SP:Iteration 15Q (16788.320000 sec): 3 clusters
  Score: Raw -96167.839182 + Penalty 2187.192823 = -93980.646359
  nChanged 6
		SP:Iteration 16Q (16788.320000 sec): 3 clusters
  Score: Raw -96178.887748 + Penalty 2187.192823 = -93991.694925
  nChanged 6
		SP:Iteration 17Q (16788.320000 sec): 3 clusters
  Score: Raw -96188.203217 + Penalty 2187.192823 = -94001.010394
  nChanged 6
		SP:Iteration 18Q (16788.330000 sec): 3 clusters
  Score: Raw -96199.058220 + Penalty 2187.192823 = -94011.865397
  nChanged 1
		SP:Iteration 19Q (16788.330000 sec): 3 clusters
  Score: Raw -96200.508224 + Penalty 2187.192823 = -94013.315402
  nChanged 0
		SP:Iteration 20F (16788.330000 sec): 3 clusters
  Score: Raw -96200.508224 + Penalty 2187.192823 = -94013.315402
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16788.340000 sec): 2 clusters
  Score: Raw -194277.689797 + Penalty 1201.004760 = -193076.685037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16788.340000 sec): 3 clusters
  Score: Raw -193627.127975 + Penalty 2402.009520 = -191225.118455
  nChanged 531
		SP:Iteration 1F (16788.340000 sec): 3 clusters
  Score: Raw -193986.132568 + Penalty 2402.009520 = -191584.123048
  nChanged 106
		SP:Iteration 2F (16788.350000 sec): 3 clusters
  Score: Raw -194066.568668 + Penalty 2402.009520 = -191664.559148
  nChanged 66
		SP:Iteration 3Q (16788.350000 sec): 3 clusters
  Score: Raw -194117.717763 + Penalty 2402.009520 = -191715.708244
  nChanged 40
		SP:Iteration 4Q (16788.350000 sec): 3 clusters
  Score: Raw -194142.385313 + Penalty 2402.009520 = -191740.375794
  nChanged 26
		SP:Iteration 5Q (16788.360000 sec): 3 clusters
  Score: Raw -194158.609933 + Penalty 2402.009520 = -191756.600413
  nChanged 19
		SP:Iteration 6Q (16788.360000 sec): 3 clusters
  Score: Raw -194171.491250 + Penalty 2402.009520 = -191769.481730
  nChanged 22
		SP:Iteration 7Q (16788.370000 sec): 3 clusters
  Score: Raw -194189.398235 + Penalty 2402.009520 = -191787.388715
  nChanged 19
		SP:Iteration 8Q (16788.370000 sec): 3 clusters
  Score: Raw -194201.210923 + Penalty 2402.009520 = -191799.201403
  nChanged 13
		SP:Iteration 9Q (16788.370000 sec): 3 clusters
  Score: Raw -194211.609782 + Penalty 2402.009520 = -191809.600262
  nChanged 15
		SP:Iteration 10Q (16788.380000 sec): 3 clusters
  Score: Raw -194219.958859 + Penalty 2402.009520 = -191817.949340
  nChanged 14
		SP:Iteration 11Q (16788.380000 sec): 3 clusters
  Score: Raw -194228.947194 + Penalty 2402.009520 = -191826.937674
  nChanged 17
		SP:Iteration 12Q (16788.390000 sec): 3 clusters
  Score: Raw -194239.120775 + Penalty 2402.009520 = -191837.111255
  nChanged 14
		SP:Iteration 13Q (16788.390000 sec): 3 clusters
  Score: Raw -194248.734570 + Penalty 2402.009520 = -191846.725050
  nChanged 13
		SP:Iteration 14Q (16788.390000 sec): 3 clusters
  Score: Raw -194256.105226 + Penalty 2402.009520 = -191854.095706
  nChanged 11
		SP:Iteration 15Q (16788.400000 sec): 3 clusters
  Score: Raw -194262.445193 + Penalty 2402.009520 = -191860.435674
  nChanged 6
		SP:Iteration 16Q (16788.400000 sec): 3 clusters
  Score: Raw -194266.094952 + Penalty 2402.009520 = -191864.085433
  nChanged 6
		SP:Iteration 17Q (16788.400000 sec): 3 clusters
  Score: Raw -194269.156875 + Penalty 2402.009520 = -191867.147355
  nChanged 5
		SP:Iteration 18Q (16788.410000 sec): 3 clusters
  Score: Raw -194270.939633 + Penalty 2402.009520 = -191868.930113
  nChanged 4
		SP:Iteration 19Q (16788.410000 sec): 3 clusters
  Score: Raw -194273.576178 + Penalty 2402.009520 = -191871.566658
  nChanged 2
		SP:Iteration 20F (16788.410000 sec): 3 clusters
  Score: Raw -194274.580019 + Penalty 2402.009520 = -191872.570499
  nChanged 2
		SP:Iteration 21Q (16788.420000 sec): 3 clusters
  Score: Raw -194275.778724 + Penalty 2402.009520 = -191873.769205
  nChanged 0
		SP:Iteration 22F (16788.420000 sec): 3 clusters
  Score: Raw -194275.778724 + Penalty 2402.009520 = -191873.769205
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16788.490000 sec): 2 clusters
  Score: Raw -2881238.181969 + Penalty 1641.975935 = -2879596.206035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16788.550000 sec): 3 clusters
  Score: Raw -2866221.303167 + Penalty 3283.951870 = -2862937.351297
  nChanged 11255
		SP:Iteration 1F (16788.610000 sec): 3 clusters
  Score: Raw -2872370.466895 + Penalty 3283.951870 = -2869086.515025
  nChanged 1086
		SP:Iteration 2Q (16788.670000 sec): 3 clusters
  Score: Raw -2872713.957588 + Penalty 3283.951870 = -2869430.005718
  nChanged 1024
		SP:Iteration 3Q (16788.730000 sec): 3 clusters
  Score: Raw -2873039.939260 + Penalty 3283.951870 = -2869755.987391
  nChanged 938
		SP:Iteration 4Q (16788.790000 sec): 3 clusters
  Score: Raw -2873330.249765 + Penalty 3283.951870 = -2870046.297895
  nChanged 939
		SP:Iteration 5Q (16788.850000 sec): 3 clusters
  Score: Raw -2873641.402350 + Penalty 3283.951870 = -2870357.450480
  nChanged 899
		SP:Iteration 6Q (16788.910000 sec): 3 clusters
  Score: Raw -2873960.886453 + Penalty 3283.951870 = -2870676.934583
  nChanged 887
		SP:Iteration 7Q (16788.970000 sec): 3 clusters
  Score: Raw -2874299.244611 + Penalty 3283.951870 = -2871015.292741
  nChanged 940
		SP:Iteration 8Q (16789.030000 sec): 3 clusters
  Score: Raw -2874731.168661 + Penalty 3283.951870 = -2871447.216792
  nChanged 1074
		SP:Iteration 9Q (16789.090000 sec): 3 clusters
  Score: Raw -2875277.001842 + Penalty 3283.951870 = -2871993.049973
  nChanged 1129
		SP:Iteration 10Q (16789.140000 sec): 3 clusters
  Score: Raw -2875936.786231 + Penalty 3283.951870 = -2872652.834361
  nChanged 1210
		SP:Iteration 11Q (16789.200000 sec): 3 clusters
  Score: Raw -2876719.160380 + Penalty 3283.951870 = -2873435.208510
  nChanged 1204
		SP:Iteration 12Q (16789.260000 sec): 3 clusters
  Score: Raw -2877487.405206 + Penalty 3283.951870 = -2874203.453336
  nChanged 1070
		SP:Iteration 13Q (16789.320000 sec): 3 clusters
  Score: Raw -2878027.743306 + Penalty 3283.951870 = -2874743.791437
  nChanged 721
		SP:Iteration 14Q (16789.370000 sec): 3 clusters
  Score: Raw -2878282.019938 + Penalty 3283.951870 = -2874998.068069
  nChanged 473
		SP:Iteration 15Q (16789.430000 sec): 3 clusters
  Score: Raw -2878422.866722 + Penalty 3283.951870 = -2875138.914852
  nChanged 384
		SP:Iteration 16Q (16789.490000 sec): 3 clusters
  Score: Raw -2878533.770433 + Penalty 3283.951870 = -2875249.818563
  nChanged 283
		SP:Iteration 17Q (16789.540000 sec): 3 clusters
  Score: Raw -2878609.538837 + Penalty 3283.951870 = -2875325.586967
  nChanged 248
		SP:Iteration 18Q (16789.600000 sec): 3 clusters
  Score: Raw -2878669.740897 + Penalty 3283.951870 = -2875385.789027
  nChanged 218
		SP:Iteration 19Q (16789.660000 sec): 3 clusters
  Score: Raw -2878715.717259 + Penalty 3283.951870 = -2875431.765389
  nChanged 188
		SP:Iteration 20F (16789.710000 sec): 3 clusters
  Score: Raw -2878753.177697 + Penalty 3283.951870 = -2875469.225827
  nChanged 197
		SP:Iteration 21Q (16789.770000 sec): 3 clusters
  Score: Raw -2878792.368253 + Penalty 3283.951870 = -2875508.416383
  nChanged 201
		SP:Iteration 22Q (16789.820000 sec): 3 clusters
  Score: Raw -2878837.226435 + Penalty 3283.951870 = -2875553.274566
  nChanged 196
		SP:Iteration 23Q (16789.880000 sec): 3 clusters
  Score: Raw -2878878.105187 + Penalty 3283.951870 = -2875594.153317
  nChanged 207
		SP:Iteration 24Q (16789.930000 sec): 3 clusters
  Score: Raw -2878918.526349 + Penalty 3283.951870 = -2875634.574479
  nChanged 220
		SP:Iteration 25Q (16789.990000 sec): 3 clusters
  Score: Raw -2878964.187078 + Penalty 3283.951870 = -2875680.235208
  nChanged 183
		SP:Iteration 26Q (16790.040000 sec): 3 clusters
  Score: Raw -2878996.301641 + Penalty 3283.951870 = -2875712.349771
  nChanged 167
		SP:Iteration 27Q (16790.100000 sec): 3 clusters
  Score: Raw -2879026.120321 + Penalty 3283.951870 = -2875742.168451
  nChanged 159
		SP:Iteration 28Q (16790.150000 sec): 3 clusters
  Score: Raw -2879057.867460 + Penalty 3283.951870 = -2875773.915591
  nChanged 167
		SP:Iteration 29Q (16790.200000 sec): 3 clusters
  Score: Raw -2879087.568997 + Penalty 3283.951870 = -2875803.617128
  nChanged 157
		SP:Iteration 30Q (16790.260000 sec): 3 clusters
  Score: Raw -2879117.482264 + Penalty 3283.951870 = -2875833.530394
  nChanged 169
		SP:Iteration 31Q (16790.310000 sec): 3 clusters
  Score: Raw -2879149.948519 + Penalty 3283.951870 = -2875865.996650
  nChanged 167
		SP:Iteration 32Q (16790.360000 sec): 3 clusters
  Score: Raw -2879181.326938 + Penalty 3283.951870 = -2875897.375069
  nChanged 151
		SP:Iteration 33Q (16790.420000 sec): 3 clusters
  Score: Raw -2879208.372393 + Penalty 3283.951870 = -2875924.420523
  nChanged 150
		SP:Iteration 34Q (16790.470000 sec): 3 clusters
  Score: Raw -2879236.249376 + Penalty 3283.951870 = -2875952.297506
  nChanged 160
		SP:Iteration 35Q (16790.520000 sec): 3 clusters
  Score: Raw -2879269.517227 + Penalty 3283.951870 = -2875985.565358
  nChanged 163
		SP:Iteration 36Q (16790.570000 sec): 3 clusters
  Score: Raw -2879304.899104 + Penalty 3283.951870 = -2876020.947234
  nChanged 176
		SP:Iteration 37Q (16790.630000 sec): 3 clusters
  Score: Raw -2879344.310818 + Penalty 3283.951870 = -2876060.358948
  nChanged 184
		SP:Iteration 38Q (16790.680000 sec): 3 clusters
  Score: Raw -2879384.144181 + Penalty 3283.951870 = -2876100.192312
  nChanged 183
		SP:Iteration 39Q (16790.730000 sec): 3 clusters
  Score: Raw -2879420.801436 + Penalty 3283.951870 = -2876136.849567
  nChanged 164
		SP:Iteration 40F (16790.790000 sec): 3 clusters
  Score: Raw -2879451.795113 + Penalty 3283.951870 = -2876167.843243
  nChanged 146
		SP:Iteration 41Q (16790.840000 sec): 3 clusters
  Score: Raw -2879476.733084 + Penalty 3283.951870 = -2876192.781215
  nChanged 147
		SP:Iteration 42Q (16790.900000 sec): 3 clusters
  Score: Raw -2879505.728237 + Penalty 3283.951870 = -2876221.776368
  nChanged 144
		SP:Iteration 43Q (16790.950000 sec): 3 clusters
  Score: Raw -2879536.805181 + Penalty 3283.951870 = -2876252.853312
  nChanged 166
		SP:Iteration 44Q (16791.000000 sec): 3 clusters
  Score: Raw -2879577.213139 + Penalty 3283.951870 = -2876293.261269
  nChanged 169
		SP:Iteration 45Q (16791.050000 sec): 3 clusters
  Score: Raw -2879618.302951 + Penalty 3283.951870 = -2876334.351081
  nChanged 181
		SP:Iteration 46Q (16791.100000 sec): 3 clusters
  Score: Raw -2879663.711443 + Penalty 3283.951870 = -2876379.759574
  nChanged 184
		SP:Iteration 47Q (16791.150000 sec): 3 clusters
  Score: Raw -2879711.251232 + Penalty 3283.951870 = -2876427.299362
  nChanged 185
		SP:Iteration 48Q (16791.200000 sec): 3 clusters
  Score: Raw -2879758.395955 + Penalty 3283.951870 = -2876474.444086
  nChanged 182
		SP:Iteration 49Q (16791.250000 sec): 3 clusters
  Score: Raw -2879807.230979 + Penalty 3283.951870 = -2876523.279110
  nChanged 190
		SP:Iteration 50Q (16791.300000 sec): 3 clusters
  Score: Raw -2879866.279227 + Penalty 3283.951870 = -2876582.327358
  nChanged 199
		SP:Iteration 51Q (16791.350000 sec): 3 clusters
  Score: Raw -2879932.735272 + Penalty 3283.951870 = -2876648.783402
  nChanged 194
		SP:Iteration 52Q (16791.400000 sec): 3 clusters
  Score: Raw -2879995.951855 + Penalty 3283.951870 = -2876711.999985
  nChanged 206
		SP:Iteration 53Q (16791.440000 sec): 3 clusters
  Score: Raw -2880073.469833 + Penalty 3283.951870 = -2876789.517963
  nChanged 205
		SP:Iteration 54Q (16791.490000 sec): 3 clusters
  Score: Raw -2880155.097978 + Penalty 3283.951870 = -2876871.146108
  nChanged 195
		SP:Iteration 55Q (16791.540000 sec): 3 clusters
  Score: Raw -2880232.280793 + Penalty 3283.951870 = -2876948.328924
  nChanged 173
		SP:Iteration 56Q (16791.580000 sec): 3 clusters
  Score: Raw -2880292.666094 + Penalty 3283.951870 = -2877008.714224
  nChanged 178
		SP:Iteration 57Q (16791.630000 sec): 3 clusters
  Score: Raw -2880358.280658 + Penalty 3283.951870 = -2877074.328788
  nChanged 184
		SP:Iteration 58Q (16791.680000 sec): 3 clusters
  Score: Raw -2880428.001006 + Penalty 3283.951870 = -2877144.049136
  nChanged 164
		SP:Iteration 59Q (16791.720000 sec): 3 clusters
  Score: Raw -2880484.174772 + Penalty 3283.951870 = -2877200.222902
  nChanged 152
		SP:Iteration 60F (16791.780000 sec): 3 clusters
  Score: Raw -2880534.680339 + Penalty 3283.951870 = -2877250.728469
  nChanged 132
		SP:Iteration 61Q (16791.820000 sec): 3 clusters
  Score: Raw -2880579.101323 + Penalty 3283.951870 = -2877295.149453
  nChanged 135
		SP:Iteration 62Q (16791.870000 sec): 3 clusters
  Score: Raw -2880625.400579 + Penalty 3283.951870 = -2877341.448709
  nChanged 118
		SP:Iteration 63Q (16791.910000 sec): 3 clusters
  Score: Raw -2880666.928187 + Penalty 3283.951870 = -2877382.976317
  nChanged 123
		SP:Iteration 64Q (16791.960000 sec): 3 clusters
  Score: Raw -2880707.242192 + Penalty 3283.951870 = -2877423.290322
  nChanged 112
		SP:Iteration 65Q (16792.000000 sec): 3 clusters
  Score: Raw -2880748.736755 + Penalty 3283.951870 = -2877464.784885
  nChanged 133
		SP:Iteration 66Q (16792.040000 sec): 3 clusters
  Score: Raw -2880801.022887 + Penalty 3283.951870 = -2877517.071017
  nChanged 109
		SP:Iteration 67Q (16792.090000 sec): 3 clusters
  Score: Raw -2880847.817040 + Penalty 3283.951870 = -2877563.865170
  nChanged 111
		SP:Iteration 68Q (16792.130000 sec): 3 clusters
  Score: Raw -2880891.485689 + Penalty 3283.951870 = -2877607.533820
  nChanged 103
		SP:Iteration 69Q (16792.180000 sec): 3 clusters
  Score: Raw -2880929.646601 + Penalty 3283.951870 = -2877645.694732
  nChanged 94
		SP:Iteration 70Q (16792.220000 sec): 3 clusters
  Score: Raw -2880966.208773 + Penalty 3283.951870 = -2877682.256904
  nChanged 97
		SP:Iteration 71Q (16792.260000 sec): 3 clusters
  Score: Raw -2881005.387741 + Penalty 3283.951870 = -2877721.435872
  nChanged 97
		SP:Iteration 72Q (16792.300000 sec): 3 clusters
  Score: Raw -2881047.250993 + Penalty 3283.951870 = -2877763.299124
  nChanged 89
		SP:Iteration 73Q (16792.350000 sec): 3 clusters
  Score: Raw -2881088.751553 + Penalty 3283.951870 = -2877804.799683
  nChanged 71
		SP:Iteration 74Q (16792.390000 sec): 3 clusters
  Score: Raw -2881119.915019 + Penalty 3283.951870 = -2877835.963149
  nChanged 80
		SP:Iteration 75Q (16792.430000 sec): 3 clusters
  Score: Raw -2881152.082993 + Penalty 3283.951870 = -2877868.131123
  nChanged 73
		SP:Iteration 76Q (16792.480000 sec): 3 clusters
  Score: Raw -2881182.040560 + Penalty 3283.951870 = -2877898.088690
  nChanged 56
		SP:Iteration 77Q (16792.520000 sec): 3 clusters
  Score: Raw -2881205.283681 + Penalty 3283.951870 = -2877921.331812
  nChanged 57
		SP:Iteration 78Q (16792.560000 sec): 3 clusters
  Score: Raw -2881231.194551 + Penalty 3283.951870 = -2877947.242681
  nChanged 52
		SP:Iteration 79Q (16792.600000 sec): 3 clusters
  Score: Raw -2881252.595303 + Penalty 3283.951870 = -2877968.643434
  nChanged 41
		SP:Iteration 80F (16792.660000 sec): 3 clusters
  Score: Raw -2881271.721375 + Penalty 3283.951870 = -2877987.769505
  nChanged 39
		SP:Iteration 81Q (16792.700000 sec): 3 clusters
  Score: Raw -2881289.854815 + Penalty 3283.951870 = -2878005.902945
  nChanged 36
		SP:Iteration 82Q (16792.740000 sec): 3 clusters
  Score: Raw -2881308.516865 + Penalty 3283.951870 = -2878024.564995
  nChanged 28
		SP:Iteration 83Q (16792.780000 sec): 3 clusters
  Score: Raw -2881320.923362 + Penalty 3283.951870 = -2878036.971492
  nChanged 21
		SP:Iteration 84Q (16792.830000 sec): 3 clusters
  Score: Raw -2881333.224878 + Penalty 3283.951870 = -2878049.273008
  nChanged 18
		SP:Iteration 85Q (16792.870000 sec): 3 clusters
  Score: Raw -2881340.503331 + Penalty 3283.951870 = -2878056.551461
  nChanged 14
		SP:Iteration 86Q (16792.910000 sec): 3 clusters
  Score: Raw -2881347.324275 + Penalty 3283.951870 = -2878063.372405
  nChanged 16
		SP:Iteration 87Q (16792.950000 sec): 3 clusters
  Score: Raw -2881354.550414 + Penalty 3283.951870 = -2878070.598545
  nChanged 19
		SP:Iteration 88Q (16792.990000 sec): 3 clusters
  Score: Raw -2881364.034837 + Penalty 3283.951870 = -2878080.082967
  nChanged 21
		SP:Iteration 89Q (16793.030000 sec): 3 clusters
  Score: Raw -2881375.453337 + Penalty 3283.951870 = -2878091.501468
  nChanged 15
		SP:Iteration 90Q (16793.070000 sec): 3 clusters
  Score: Raw -2881381.604742 + Penalty 3283.951870 = -2878097.652872
  nChanged 12
		SP:Iteration 91Q (16793.110000 sec): 3 clusters
  Score: Raw -2881389.031922 + Penalty 3283.951870 = -2878105.080052
  nChanged 16
		SP:Iteration 92Q (16793.150000 sec): 3 clusters
  Score: Raw -2881397.097644 + Penalty 3283.951870 = -2878113.145775
  nChanged 15
		SP:Iteration 93Q (16793.190000 sec): 3 clusters
  Score: Raw -2881404.871818 + Penalty 3283.951870 = -2878120.919949
  nChanged 15
		SP:Iteration 94Q (16793.230000 sec): 3 clusters
  Score: Raw -2881411.887998 + Penalty 3283.951870 = -2878127.936129
  nChanged 9
		SP:Iteration 95Q (16793.270000 sec): 3 clusters
  Score: Raw -2881415.130056 + Penalty 3283.951870 = -2878131.178187
  nChanged 6
		SP:Iteration 96Q (16793.320000 sec): 3 clusters
  Score: Raw -2881418.639780 + Penalty 3283.951870 = -2878134.687910
  nChanged 11
		SP:Iteration 97Q (16793.360000 sec): 3 clusters
  Score: Raw -2881425.721111 + Penalty 3283.951870 = -2878141.769241
  nChanged 17
		SP:Iteration 98Q (16793.400000 sec): 3 clusters
  Score: Raw -2881436.642049 + Penalty 3283.951870 = -2878152.690179
  nChanged 14
		SP:Iteration 99Q (16793.440000 sec): 3 clusters
  Score: Raw -2881445.515048 + Penalty 3283.951870 = -2878161.563179
  nChanged 16
		SP:Iteration 100F (16793.490000 sec): 3 clusters
  Score: Raw -2881456.476921 + Penalty 3283.951870 = -2878172.525051
  nChanged 17
		SP:Iteration 101Q (16793.530000 sec): 3 clusters
  Score: Raw -2881468.558344 + Penalty 3283.951870 = -2878184.606475
  nChanged 13
		SP:Iteration 102Q (16793.580000 sec): 3 clusters
  Score: Raw -2881476.705254 + Penalty 3283.951870 = -2878192.753384
  nChanged 9
		SP:Iteration 103Q (16793.620000 sec): 3 clusters
  Score: Raw -2881484.343597 + Penalty 3283.951870 = -2878200.391727
  nChanged 12
		SP:Iteration 104Q (16793.660000 sec): 3 clusters
  Score: Raw -2881491.337365 + Penalty 3283.951870 = -2878207.385495
  nChanged 8
		SP:Iteration 105Q (16793.700000 sec): 3 clusters
  Score: Raw -2881497.349905 + Penalty 3283.951870 = -2878213.398035
  nChanged 12
		SP:Iteration 106Q (16793.740000 sec): 3 clusters
  Score: Raw -2881506.095751 + Penalty 3283.951870 = -2878222.143881
  nChanged 5
		SP:Iteration 107Q (16793.780000 sec): 3 clusters
  Score: Raw -2881508.491335 + Penalty 3283.951870 = -2878224.539466
  nChanged 4
		SP:Iteration 108Q (16793.820000 sec): 3 clusters
  Score: Raw -2881510.442796 + Penalty 3283.951870 = -2878226.490926
  nChanged 4
		SP:Iteration 109Q (16793.860000 sec): 3 clusters
  Score: Raw -2881512.971400 + Penalty 3283.951870 = -2878229.019530
  nChanged 5
		SP:Iteration 110Q (16793.900000 sec): 3 clusters
  Score: Raw -2881515.315873 + Penalty 3283.951870 = -2878231.364004
  nChanged 4
		SP:Iteration 111Q (16793.940000 sec): 3 clusters
  Score: Raw -2881517.963064 + Penalty 3283.951870 = -2878234.011194
  nChanged 3
		SP:Iteration 112Q (16793.980000 sec): 3 clusters
  Score: Raw -2881519.198252 + Penalty 3283.951870 = -2878235.246383
  nChanged 0
		SP:Iteration 113F (16794.030000 sec): 3 clusters
  Score: Raw -2881519.198252 + Penalty 3283.951870 = -2878235.246383
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16794.120000 sec): 2 clusters
  Score: Raw -4135170.680419 + Penalty 1701.539908 = -4133469.140511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16794.210000 sec): 3 clusters
  Score: Raw -4113292.515753 + Penalty 3403.079816 = -4109889.435937
  nChanged 16229
		SP:Iteration 1F (16794.300000 sec): 3 clusters
  Score: Raw -4122125.200246 + Penalty 3403.079816 = -4118722.120430
  nChanged 1411
		SP:Iteration 2Q (16794.380000 sec): 3 clusters
  Score: Raw -4122531.416520 + Penalty 3403.079816 = -4119128.336704
  nChanged 1406
		SP:Iteration 3Q (16794.470000 sec): 3 clusters
  Score: Raw -4122981.372920 + Penalty 3403.079816 = -4119578.293104
  nChanged 1464
		SP:Iteration 4Q (16794.560000 sec): 3 clusters
  Score: Raw -4123505.010080 + Penalty 3403.079816 = -4120101.930263
  nChanged 1609
		SP:Iteration 5Q (16794.650000 sec): 3 clusters
  Score: Raw -4124173.962303 + Penalty 3403.079816 = -4120770.882487
  nChanged 1825
		SP:Iteration 6F (16794.740000 sec): 3 clusters
  Score: Raw -4125072.199537 + Penalty 3403.079816 = -4121669.119720
  nChanged 2022
		SP:Iteration 7F (16794.820000 sec): 3 clusters
  Score: Raw -4126196.637934 + Penalty 3403.079816 = -4122793.558118
  nChanged 2170
		SP:Iteration 8F (16794.910000 sec): 3 clusters
  Score: Raw -4127633.527700 + Penalty 3403.079816 = -4124230.447884
  nChanged 2134
		SP:Iteration 9F (16795.000000 sec): 3 clusters
  Score: Raw -4129229.837812 + Penalty 3403.079816 = -4125826.757996
  nChanged 1891
		SP:Iteration 10F (16795.080000 sec): 3 clusters
  Score: Raw -4130733.980481 + Penalty 3403.079816 = -4127330.900665
  nChanged 1514
		SP:Iteration 11Q (16795.170000 sec): 3 clusters
  Score: Raw -4131896.537398 + Penalty 3403.079816 = -4128493.457582
  nChanged 1122
		SP:Iteration 12Q (16795.260000 sec): 3 clusters
  Score: Raw -4132686.050393 + Penalty 3403.079816 = -4129282.970577
  nChanged 821
		SP:Iteration 13Q (16795.340000 sec): 3 clusters
  Score: Raw -4133220.455238 + Penalty 3403.079816 = -4129817.375422
  nChanged 684
		SP:Iteration 14Q (16795.420000 sec): 3 clusters
  Score: Raw -4133636.184222 + Penalty 3403.079816 = -4130233.104406
  nChanged 578
		SP:Iteration 15Q (16795.490000 sec): 3 clusters
  Score: Raw -4133988.373524 + Penalty 3403.079816 = -4130585.293708
  nChanged 512
		SP:Iteration 16Q (16795.560000 sec): 3 clusters
  Score: Raw -4134316.159264 + Penalty 3403.079816 = -4130913.079448
  nChanged 418
		SP:Iteration 17Q (16795.640000 sec): 3 clusters
  Score: Raw -4134577.188614 + Penalty 3403.079816 = -4131174.108798
  nChanged 340
		SP:Iteration 18Q (16795.710000 sec): 3 clusters
  Score: Raw -4134766.952700 + Penalty 3403.079816 = -4131363.872884
  nChanged 309
		SP:Iteration 19Q (16795.780000 sec): 3 clusters
  Score: Raw -4134926.565450 + Penalty 3403.079816 = -4131523.485633
  nChanged 261
		SP:Iteration 20F (16795.860000 sec): 3 clusters
  Score: Raw -4135045.492712 + Penalty 3403.079816 = -4131642.412895
  nChanged 221
		SP:Iteration 21Q (16795.930000 sec): 3 clusters
  Score: Raw -4135133.160472 + Penalty 3403.079816 = -4131730.080656
  nChanged 190
		SP:Iteration 22Q (16796.000000 sec): 3 clusters
  Score: Raw -4135206.192830 + Penalty 3403.079816 = -4131803.113014
  nChanged 163
		SP:Iteration 23Q (16796.060000 sec): 3 clusters
  Score: Raw -4135259.324467 + Penalty 3403.079816 = -4131856.244651
  nChanged 129
		SP:Iteration 24Q (16796.130000 sec): 3 clusters
  Score: Raw -4135297.121848 + Penalty 3403.079816 = -4131894.042032
  nChanged 123
		SP:Iteration 25Q (16796.200000 sec): 3 clusters
  Score: Raw -4135331.385732 + Penalty 3403.079816 = -4131928.305916
  nChanged 103
		SP:Iteration 26Q (16796.260000 sec): 3 clusters
  Score: Raw -4135359.088144 + Penalty 3403.079816 = -4131956.008328
  nChanged 98
		SP:Iteration 27Q (16796.330000 sec): 3 clusters
  Score: Raw -4135388.253998 + Penalty 3403.079816 = -4131985.174182
  nChanged 92
		SP:Iteration 28Q (16796.390000 sec): 3 clusters
  Score: Raw -4135413.626614 + Penalty 3403.079816 = -4132010.546798
  nChanged 78
		SP:Iteration 29Q (16796.460000 sec): 3 clusters
  Score: Raw -4135432.161488 + Penalty 3403.079816 = -4132029.081672
  nChanged 67
		SP:Iteration 30Q (16796.520000 sec): 3 clusters
  Score: Raw -4135451.689758 + Penalty 3403.079816 = -4132048.609941
  nChanged 76
		SP:Iteration 31Q (16796.590000 sec): 3 clusters
  Score: Raw -4135471.862910 + Penalty 3403.079816 = -4132068.783093
  nChanged 60
		SP:Iteration 32Q (16796.650000 sec): 3 clusters
  Score: Raw -4135490.128751 + Penalty 3403.079816 = -4132087.048935
  nChanged 65
		SP:Iteration 33Q (16796.720000 sec): 3 clusters
  Score: Raw -4135508.999922 + Penalty 3403.079816 = -4132105.920106
  nChanged 50
		SP:Iteration 34Q (16796.780000 sec): 3 clusters
  Score: Raw -4135523.152310 + Penalty 3403.079816 = -4132120.072494
  nChanged 51
		SP:Iteration 35Q (16796.840000 sec): 3 clusters
  Score: Raw -4135535.467827 + Penalty 3403.079816 = -4132132.388011
  nChanged 49
		SP:Iteration 36Q (16796.910000 sec): 3 clusters
  Score: Raw -4135549.581373 + Penalty 3403.079816 = -4132146.501557
  nChanged 33
		SP:Iteration 37Q (16796.970000 sec): 3 clusters
  Score: Raw -4135558.183607 + Penalty 3403.079816 = -4132155.103791
  nChanged 33
		SP:Iteration 38Q (16797.030000 sec): 3 clusters
  Score: Raw -4135567.907446 + Penalty 3403.079816 = -4132164.827630
  nChanged 28
		SP:Iteration 39Q (16797.100000 sec): 3 clusters
  Score: Raw -4135573.884308 + Penalty 3403.079816 = -4132170.804491
  nChanged 19
		SP:Iteration 40F (16797.180000 sec): 3 clusters
  Score: Raw -4135577.479275 + Penalty 3403.079816 = -4132174.399458
  nChanged 10
		SP:Iteration 41Q (16797.240000 sec): 3 clusters
  Score: Raw -4135579.207763 + Penalty 3403.079816 = -4132176.127947
  nChanged 7
		SP:Iteration 42Q (16797.310000 sec): 3 clusters
  Score: Raw -4135580.785258 + Penalty 3403.079816 = -4132177.705442
  nChanged 9
		SP:Iteration 43Q (16797.370000 sec): 3 clusters
  Score: Raw -4135582.164060 + Penalty 3403.079816 = -4132179.084244
  nChanged 8
		SP:Iteration 44Q (16797.430000 sec): 3 clusters
  Score: Raw -4135583.030920 + Penalty 3403.079816 = -4132179.951104
  nChanged 4
		SP:Iteration 45Q (16797.500000 sec): 3 clusters
  Score: Raw -4135583.469884 + Penalty 3403.079816 = -4132180.390068
  nChanged 2
		SP:Iteration 46Q (16797.560000 sec): 3 clusters
  Score: Raw -4135583.743311 + Penalty 3403.079816 = -4132180.663495
  nChanged 4
		SP:Iteration 47Q (16797.620000 sec): 3 clusters
  Score: Raw -4135584.299952 + Penalty 3403.079816 = -4132181.220135
  nChanged 3
		SP:Iteration 48Q (16797.680000 sec): 3 clusters
  Score: Raw -4135584.862840 + Penalty 3403.079816 = -4132181.783024
  nChanged 5
		SP:Iteration 49Q (16797.740000 sec): 3 clusters
  Score: Raw -4135585.611637 + Penalty 3403.079816 = -4132182.531821
  nChanged 7
		SP:Iteration 50Q (16797.800000 sec): 3 clusters
  Score: Raw -4135587.289572 + Penalty 3403.079816 = -4132184.209756
  nChanged 8
		SP:Iteration 51Q (16797.870000 sec): 3 clusters
  Score: Raw -4135589.562291 + Penalty 3403.079816 = -4132186.482475
  nChanged 13
		SP:Iteration 52Q (16797.930000 sec): 3 clusters
  Score: Raw -4135592.249393 + Penalty 3403.079816 = -4132189.169577
  nChanged 11
		SP:Iteration 53Q (16798.000000 sec): 3 clusters
  Score: Raw -4135594.103609 + Penalty 3403.079816 = -4132191.023793
  nChanged 11
		SP:Iteration 54Q (16798.060000 sec): 3 clusters
  Score: Raw -4135596.701247 + Penalty 3403.079816 = -4132193.621431
  nChanged 11
		SP:Iteration 55Q (16798.120000 sec): 3 clusters
  Score: Raw -4135598.699360 + Penalty 3403.079816 = -4132195.619544
  nChanged 9
		SP:Iteration 56Q (16798.180000 sec): 3 clusters
  Score: Raw -4135600.089297 + Penalty 3403.079816 = -4132197.009481
  nChanged 5
		SP:Iteration 57Q (16798.240000 sec): 3 clusters
  Score: Raw -4135601.267581 + Penalty 3403.079816 = -4132198.187765
  nChanged 5
		SP:Iteration 58Q (16798.310000 sec): 3 clusters
  Score: Raw -4135601.984958 + Penalty 3403.079816 = -4132198.905142
  nChanged 1
		SP:Iteration 59Q (16798.370000 sec): 3 clusters
  Score: Raw -4135602.277758 + Penalty 3403.079816 = -4132199.197942
  nChanged 4
		SP:Iteration 60F (16798.460000 sec): 3 clusters
  Score: Raw -4135602.821937 + Penalty 3403.079816 = -4132199.742121
  nChanged 4
		SP:Iteration 61Q (16798.520000 sec): 3 clusters
  Score: Raw -4135603.476522 + Penalty 3403.079816 = -4132200.396706
  nChanged 4
		SP:Iteration 62Q (16798.580000 sec): 3 clusters
  Score: Raw -4135603.930005 + Penalty 3403.079816 = -4132200.850188
  nChanged 2
		SP:Iteration 63Q (16798.640000 sec): 3 clusters
  Score: Raw -4135604.139827 + Penalty 3403.079816 = -4132201.060011
  nChanged 1
		SP:Iteration 64Q (16798.710000 sec): 3 clusters
  Score: Raw -4135604.663153 + Penalty 3403.079816 = -4132201.583336
  nChanged 4
		SP:Iteration 65Q (16798.770000 sec): 3 clusters
  Score: Raw -4135605.839837 + Penalty 3403.079816 = -4132202.760021
  nChanged 4
		SP:Iteration 66Q (16798.840000 sec): 3 clusters
  Score: Raw -4135607.338664 + Penalty 3403.079816 = -4132204.258848
  nChanged 11
		SP:Iteration 67Q (16798.900000 sec): 3 clusters
  Score: Raw -4135609.810328 + Penalty 3403.079816 = -4132206.730512
  nChanged 9
		SP:Iteration 68Q (16798.960000 sec): 3 clusters
  Score: Raw -4135611.674214 + Penalty 3403.079816 = -4132208.594397
  nChanged 10
		SP:Iteration 69Q (16799.020000 sec): 3 clusters
  Score: Raw -4135613.784398 + Penalty 3403.079816 = -4132210.704582
  nChanged 8
		SP:Iteration 70Q (16799.090000 sec): 3 clusters
  Score: Raw -4135614.954549 + Penalty 3403.079816 = -4132211.874733
  nChanged 3
		SP:Iteration 71Q (16799.160000 sec): 3 clusters
  Score: Raw -4135615.294752 + Penalty 3403.079816 = -4132212.214935
  nChanged 5
		SP:Iteration 72Q (16799.220000 sec): 3 clusters
  Score: Raw -4135616.170370 + Penalty 3403.079816 = -4132213.090554
  nChanged 11
		SP:Iteration 73Q (16799.280000 sec): 3 clusters
  Score: Raw -4135617.621757 + Penalty 3403.079816 = -4132214.541941
  nChanged 7
		SP:Iteration 74Q (16799.350000 sec): 3 clusters
  Score: Raw -4135618.688374 + Penalty 3403.079816 = -4132215.608558
  nChanged 8
		SP:Iteration 75Q (16799.410000 sec): 3 clusters
  Score: Raw -4135620.770953 + Penalty 3403.079816 = -4132217.691137
  nChanged 11
		SP:Iteration 76Q (16799.470000 sec): 3 clusters
  Score: Raw -4135623.208767 + Penalty 3403.079816 = -4132220.128951
  nChanged 9
		SP:Iteration 77Q (16799.540000 sec): 3 clusters
  Score: Raw -4135625.105912 + Penalty 3403.079816 = -4132222.026095
  nChanged 10
		SP:Iteration 78Q (16799.600000 sec): 3 clusters
  Score: Raw -4135628.904952 + Penalty 3403.079816 = -4132225.825136
  nChanged 12
		SP:Iteration 79Q (16799.660000 sec): 3 clusters
  Score: Raw -4135631.741409 + Penalty 3403.079816 = -4132228.661593
  nChanged 13
		SP:Iteration 80F (16799.740000 sec): 3 clusters
  Score: Raw -4135634.752367 + Penalty 3403.079816 = -4132231.672551
  nChanged 15
		SP:Iteration 81Q (16799.810000 sec): 3 clusters
  Score: Raw -4135637.693156 + Penalty 3403.079816 = -4132234.613340
  nChanged 10
		SP:Iteration 82Q (16799.870000 sec): 3 clusters
  Score: Raw -4135639.689024 + Penalty 3403.079816 = -4132236.609208
  nChanged 5
		SP:Iteration 83Q (16799.930000 sec): 3 clusters
  Score: Raw -4135640.988713 + Penalty 3403.079816 = -4132237.908897
  nChanged 5
		SP:Iteration 84Q (16799.990000 sec): 3 clusters
  Score: Raw -4135641.859174 + Penalty 3403.079816 = -4132238.779358
  nChanged 3
		SP:Iteration 85Q (16800.060000 sec): 3 clusters
  Score: Raw -4135642.774521 + Penalty 3403.079816 = -4132239.694704
  nChanged 9
		SP:Iteration 86Q (16800.120000 sec): 3 clusters
  Score: Raw -4135645.191346 + Penalty 3403.079816 = -4132242.111529
  nChanged 7
		SP:Iteration 87Q (16800.180000 sec): 3 clusters
  Score: Raw -4135647.165155 + Penalty 3403.079816 = -4132244.085338
  nChanged 6
		SP:Iteration 88Q (16800.240000 sec): 3 clusters
  Score: Raw -4135649.056359 + Penalty 3403.079816 = -4132245.976543
  nChanged 9
		SP:Iteration 89Q (16800.300000 sec): 3 clusters
  Score: Raw -4135651.058458 + Penalty 3403.079816 = -4132247.978642
  nChanged 5
		SP:Iteration 90Q (16800.370000 sec): 3 clusters
  Score: Raw -4135651.882251 + Penalty 3403.079816 = -4132248.802435
  nChanged 8
		SP:Iteration 91Q (16800.430000 sec): 3 clusters
  Score: Raw -4135653.475547 + Penalty 3403.079816 = -4132250.395731
  nChanged 7
		SP:Iteration 92Q (16800.490000 sec): 3 clusters
  Score: Raw -4135654.628530 + Penalty 3403.079816 = -4132251.548714
  nChanged 5
		SP:Iteration 93Q (16800.550000 sec): 3 clusters
  Score: Raw -4135655.503006 + Penalty 3403.079816 = -4132252.423190
  nChanged 1
		SP:Iteration 94Q (16800.620000 sec): 3 clusters
  Score: Raw -4135655.622431 + Penalty 3403.079816 = -4132252.542614
  nChanged 2
		SP:Iteration 95Q (16800.680000 sec): 3 clusters
  Score: Raw -4135656.017791 + Penalty 3403.079816 = -4132252.937975
  nChanged 2
		SP:Iteration 96Q (16800.740000 sec): 3 clusters
  Score: Raw -4135656.390978 + Penalty 3403.079816 = -4132253.311162
  nChanged 1
		SP:Iteration 97Q (16800.800000 sec): 3 clusters
  Score: Raw -4135656.494633 + Penalty 3403.079816 = -4132253.414816
  nChanged 0
		SP:Iteration 98F (16800.890000 sec): 3 clusters
  Score: Raw -4135656.494633 + Penalty 3403.079816 = -4132253.414816
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (138012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16801.260000 sec): 2 clusters
  Score: Raw -16106783.619562 + Penalty 1923.203086 = -16104860.416475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16801.610000 sec): 3 clusters
  Score: Raw -16016189.175451 + Penalty 3846.406173 = -16012342.769278
  nChanged 66560
		SP:Iteration 1F (16801.960000 sec): 3 clusters
  Score: Raw -16055261.564596 + Penalty 3846.406173 = -16051415.158423
  nChanged 4068
		SP:Iteration 2Q (16802.320000 sec): 3 clusters
  Score: Raw -16056242.192951 + Penalty 3846.406173 = -16052395.786778
  nChanged 4539
		SP:Iteration 3Q (16802.680000 sec): 3 clusters
  Score: Raw -16057569.021978 + Penalty 3846.406173 = -16053722.615805
  nChanged 5081
		SP:Iteration 4Q (16803.040000 sec): 3 clusters
  Score: Raw -16059368.450053 + Penalty 3846.406173 = -16055522.043880
  nChanged 5871
		SP:Iteration 5Q (16803.400000 sec): 3 clusters
  Score: Raw -16061979.669674 + Penalty 3846.406173 = -16058133.263501
  nChanged 6831
		SP:Iteration 6Q (16803.760000 sec): 3 clusters
  Score: Raw -16065721.127127 + Penalty 3846.406173 = -16061874.720954
  nChanged 7686
		SP:Iteration 7F (16804.110000 sec): 3 clusters
  Score: Raw -16070543.428018 + Penalty 3846.406173 = -16066697.021845
  nChanged 7950
		SP:Iteration 8F (16804.460000 sec): 3 clusters
  Score: Raw -16075843.555008 + Penalty 3846.406173 = -16071997.148835
  nChanged 7531
		SP:Iteration 9F (16804.810000 sec): 3 clusters
  Score: Raw -16080860.985501 + Penalty 3846.406173 = -16077014.579328
  nChanged 6926
		SP:Iteration 10F (16805.160000 sec): 3 clusters
  Score: Raw -16085239.423876 + Penalty 3846.406173 = -16081393.017703
  nChanged 5689
		SP:Iteration 11Q (16805.500000 sec): 3 clusters
  Score: Raw -16088523.542318 + Penalty 3846.406173 = -16084677.136145
  nChanged 4543
		SP:Iteration 12Q (16805.830000 sec): 3 clusters
  Score: Raw -16090897.968752 + Penalty 3846.406173 = -16087051.562579
  nChanged 3757
		SP:Iteration 13Q (16806.140000 sec): 3 clusters
  Score: Raw -16092834.767622 + Penalty 3846.406173 = -16088988.361449
  nChanged 3229
		SP:Iteration 14Q (16806.460000 sec): 3 clusters
  Score: Raw -16094520.241264 + Penalty 3846.406173 = -16090673.835091
  nChanged 2879
		SP:Iteration 15Q (16806.760000 sec): 3 clusters
  Score: Raw -16096037.191129 + Penalty 3846.406173 = -16092190.784956
  nChanged 2703
		SP:Iteration 16Q (16807.060000 sec): 3 clusters
  Score: Raw -16097552.807027 + Penalty 3846.406173 = -16093706.400854
  nChanged 2578
		SP:Iteration 17Q (16807.340000 sec): 3 clusters
  Score: Raw -16099067.528549 + Penalty 3846.406173 = -16095221.122376
  nChanged 2300
		SP:Iteration 18Q (16807.630000 sec): 3 clusters
  Score: Raw -16100451.671475 + Penalty 3846.406173 = -16096605.265302
  nChanged 2024
		SP:Iteration 19Q (16807.910000 sec): 3 clusters
  Score: Raw -16101720.583097 + Penalty 3846.406173 = -16097874.176924
  nChanged 1763
		SP:Iteration 20F (16808.260000 sec): 3 clusters
  Score: Raw -16102794.959780 + Penalty 3846.406173 = -16098948.553607
  nChanged 1473
		SP:Iteration 21Q (16808.530000 sec): 3 clusters
  Score: Raw -16103651.167435 + Penalty 3846.406173 = -16099804.761262
  nChanged 1330
		SP:Iteration 22Q (16808.790000 sec): 3 clusters
  Score: Raw -16104421.521742 + Penalty 3846.406173 = -16100575.115569
  nChanged 1053
		SP:Iteration 23Q (16809.050000 sec): 3 clusters
  Score: Raw -16105000.146701 + Penalty 3846.406173 = -16101153.740528
  nChanged 830
		SP:Iteration 24Q (16809.310000 sec): 3 clusters
  Score: Raw -16105431.352225 + Penalty 3846.406173 = -16101584.946052
  nChanged 682
		SP:Iteration 25Q (16809.560000 sec): 3 clusters
  Score: Raw -16105777.228348 + Penalty 3846.406173 = -16101930.822175
  nChanged 537
		SP:Iteration 26Q (16809.810000 sec): 3 clusters
  Score: Raw -16106029.066525 + Penalty 3846.406173 = -16102182.660352
  nChanged 443
		SP:Iteration 27Q (16810.060000 sec): 3 clusters
  Score: Raw -16106230.883033 + Penalty 3846.406173 = -16102384.476860
  nChanged 337
		SP:Iteration 28Q (16810.300000 sec): 3 clusters
  Score: Raw -16106377.552128 + Penalty 3846.406173 = -16102531.145955
  nChanged 277
		SP:Iteration 29Q (16810.540000 sec): 3 clusters
  Score: Raw -16106508.674038 + Penalty 3846.406173 = -16102662.267865
  nChanged 246
		SP:Iteration 30Q (16810.790000 sec): 3 clusters
  Score: Raw -16106615.068495 + Penalty 3846.406173 = -16102768.662322
  nChanged 192
		SP:Iteration 31Q (16811.030000 sec): 3 clusters
  Score: Raw -16106695.882533 + Penalty 3846.406173 = -16102849.476360
  nChanged 153
		SP:Iteration 32Q (16811.280000 sec): 3 clusters
  Score: Raw -16106754.628661 + Penalty 3846.406173 = -16102908.222488
  nChanged 121
		SP:Iteration 33Q (16811.520000 sec): 3 clusters
  Score: Raw -16106800.653301 + Penalty 3846.406173 = -16102954.247128
  nChanged 103
		SP:Iteration 34Q (16811.760000 sec): 3 clusters
  Score: Raw -16106838.070440 + Penalty 3846.406173 = -16102991.664267
  nChanged 79
		SP:Iteration 35Q (16812.000000 sec): 3 clusters
  Score: Raw -16106866.740550 + Penalty 3846.406173 = -16103020.334377
  nChanged 65
		SP:Iteration 36Q (16812.240000 sec): 3 clusters
  Score: Raw -16106890.407956 + Penalty 3846.406173 = -16103044.001783
  nChanged 55
		SP:Iteration 37Q (16812.480000 sec): 3 clusters
  Score: Raw -16106912.012660 + Penalty 3846.406173 = -16103065.606487
  nChanged 44
		SP:Iteration 38Q (16812.730000 sec): 3 clusters
  Score: Raw -16106927.411747 + Penalty 3846.406173 = -16103081.005574
  nChanged 35
		SP:Iteration 39Q (16812.980000 sec): 3 clusters
  Score: Raw -16106939.149457 + Penalty 3846.406173 = -16103092.743285
  nChanged 41
		SP:Iteration 40F (16813.320000 sec): 3 clusters
  Score: Raw -16106957.493505 + Penalty 3846.406173 = -16103111.087332
  nChanged 44
		SP:Iteration 41Q (16813.560000 sec): 3 clusters
  Score: Raw -16106976.949149 + Penalty 3846.406173 = -16103130.542976
  nChanged 41
		SP:Iteration 42Q (16813.800000 sec): 3 clusters
  Score: Raw -16106996.269191 + Penalty 3846.406173 = -16103149.863018
  nChanged 32
		SP:Iteration 43Q (16814.040000 sec): 3 clusters
  Score: Raw -16107009.732081 + Penalty 3846.406173 = -16103163.325908
  nChanged 25
		SP:Iteration 44Q (16814.280000 sec): 3 clusters
  Score: Raw -16107020.487193 + Penalty 3846.406173 = -16103174.081020
  nChanged 26
		SP:Iteration 45Q (16814.510000 sec): 3 clusters
  Score: Raw -16107033.784168 + Penalty 3846.406173 = -16103187.377995
  nChanged 26
		SP:Iteration 46Q (16814.740000 sec): 3 clusters
  Score: Raw -16107045.894853 + Penalty 3846.406173 = -16103199.488680
  nChanged 24
		SP:Iteration 47Q (16814.980000 sec): 3 clusters
  Score: Raw -16107058.641422 + Penalty 3846.406173 = -16103212.235249
  nChanged 25
		SP:Iteration 48Q (16815.210000 sec): 3 clusters
  Score: Raw -16107069.467512 + Penalty 3846.406173 = -16103223.061339
  nChanged 18
		SP:Iteration 49Q (16815.440000 sec): 3 clusters
  Score: Raw -16107077.464406 + Penalty 3846.406173 = -16103231.058233
  nChanged 16
		SP:Iteration 50Q (16815.680000 sec): 3 clusters
  Score: Raw -16107083.503788 + Penalty 3846.406173 = -16103237.097615
  nChanged 8
		SP:Iteration 51Q (16815.910000 sec): 3 clusters
  Score: Raw -16107086.225162 + Penalty 3846.406173 = -16103239.818989
  nChanged 8
		SP:Iteration 52Q (16816.140000 sec): 3 clusters
  Score: Raw -16107089.507276 + Penalty 3846.406173 = -16103243.101103
  nChanged 12
		SP:Iteration 53Q (16816.380000 sec): 3 clusters
  Score: Raw -16107093.314339 + Penalty 3846.406173 = -16103246.908166
  nChanged 7
		SP:Iteration 54Q (16816.610000 sec): 3 clusters
  Score: Raw -16107095.677472 + Penalty 3846.406173 = -16103249.271299
  nChanged 3
		SP:Iteration 55Q (16816.840000 sec): 3 clusters
  Score: Raw -16107097.328210 + Penalty 3846.406173 = -16103250.922037
  nChanged 4
		SP:Iteration 56Q (16817.080000 sec): 3 clusters
  Score: Raw -16107099.372655 + Penalty 3846.406173 = -16103252.966482
  nChanged 5
		SP:Iteration 57Q (16817.320000 sec): 3 clusters
  Score: Raw -16107101.638188 + Penalty 3846.406173 = -16103255.232015
  nChanged 4
		SP:Iteration 58Q (16817.550000 sec): 3 clusters
  Score: Raw -16107103.288010 + Penalty 3846.406173 = -16103256.881837
  nChanged 3
		SP:Iteration 59Q (16817.780000 sec): 3 clusters
  Score: Raw -16107105.061809 + Penalty 3846.406173 = -16103258.655636
  nChanged 5
		SP:Iteration 60F (16818.120000 sec): 3 clusters
  Score: Raw -16107106.820155 + Penalty 3846.406173 = -16103260.413982
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (2493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16818.180000 sec): 2 clusters
  Score: Raw -236671.472221 + Penalty 1270.951839 = -235400.520382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16818.180000 sec): 3 clusters
  Score: Raw -235600.383999 + Penalty 2541.903677 = -233058.480321
  nChanged 993
		SP:Iteration 1F (16818.190000 sec): 3 clusters
  Score: Raw -236444.765603 + Penalty 2541.903677 = -233902.861926
  nChanged 255
		SP:Iteration 2F (16818.200000 sec): 3 clusters
  Score: Raw -236783.981894 + Penalty 2541.903677 = -234242.078217
  nChanged 177
		SP:Iteration 3F (16818.200000 sec): 3 clusters
  Score: Raw -237002.760169 + Penalty 2541.903677 = -234460.856492
  nChanged 125
		SP:Iteration 4F (16818.210000 sec): 3 clusters
  Score: Raw -237133.262556 + Penalty 2541.903677 = -234591.358879
  nChanged 91
		SP:Iteration 5Q (16818.220000 sec): 3 clusters
  Score: Raw -237226.282532 + Penalty 2541.903677 = -234684.378854
  nChanged 65
		SP:Iteration 6Q (16818.220000 sec): 3 clusters
  Score: Raw -237271.658948 + Penalty 2541.903677 = -234729.755271
  nChanged 40
		SP:Iteration 7Q (16818.220000 sec): 3 clusters
  Score: Raw -237295.190963 + Penalty 2541.903677 = -234753.287286
  nChanged 44
		SP:Iteration 8Q (16818.230000 sec): 3 clusters
  Score: Raw -237318.815973 + Penalty 2541.903677 = -234776.912296
  nChanged 29
		SP:Iteration 9Q (16818.240000 sec): 3 clusters
  Score: Raw -237338.128257 + Penalty 2541.903677 = -234796.224580
  nChanged 24
		SP:Iteration 10Q (16818.240000 sec): 3 clusters
  Score: Raw -237353.517040 + Penalty 2541.903677 = -234811.613363
  nChanged 29
		SP:Iteration 11Q (16818.250000 sec): 3 clusters
  Score: Raw -237375.215445 + Penalty 2541.903677 = -234833.311768
  nChanged 30
		SP:Iteration 12Q (16818.250000 sec): 3 clusters
  Score: Raw -237395.554019 + Penalty 2541.903677 = -234853.650341
  nChanged 27
		SP:Iteration 13Q (16818.260000 sec): 3 clusters
  Score: Raw -237410.568355 + Penalty 2541.903677 = -234868.664678
  nChanged 17
		SP:Iteration 14Q (16818.260000 sec): 3 clusters
  Score: Raw -237420.195901 + Penalty 2541.903677 = -234878.292224
  nChanged 17
		SP:Iteration 15Q (16818.270000 sec): 3 clusters
  Score: Raw -237427.553404 + Penalty 2541.903677 = -234885.649726
  nChanged 16
		SP:Iteration 16Q (16818.280000 sec): 3 clusters
  Score: Raw -237437.180409 + Penalty 2541.903677 = -234895.276731
  nChanged 16
		SP:Iteration 17Q (16818.280000 sec): 3 clusters
  Score: Raw -237446.126261 + Penalty 2541.903677 = -234904.222583
  nChanged 18
		SP:Iteration 18Q (16818.280000 sec): 3 clusters
  Score: Raw -237458.864480 + Penalty 2541.903677 = -234916.960803
  nChanged 24
		SP:Iteration 19Q (16818.290000 sec): 3 clusters
  Score: Raw -237471.589392 + Penalty 2541.903677 = -234929.685714
  nChanged 17
		SP:Iteration 20F (16818.300000 sec): 3 clusters
  Score: Raw -237486.028422 + Penalty 2541.903677 = -234944.124745
  nChanged 27
		SP:Iteration 21Q (16818.300000 sec): 3 clusters
  Score: Raw -237507.106849 + Penalty 2541.903677 = -234965.203172
  nChanged 27
		SP:Iteration 22Q (16818.310000 sec): 3 clusters
  Score: Raw -237529.583696 + Penalty 2541.903677 = -234987.680019
  nChanged 29
		SP:Iteration 23Q (16818.310000 sec): 3 clusters
  Score: Raw -237543.759412 + Penalty 2541.903677 = -235001.855735
  nChanged 21
		SP:Iteration 24Q (16818.320000 sec): 3 clusters
  Score: Raw -237558.309910 + Penalty 2541.903677 = -235016.406233
  nChanged 34
		SP:Iteration 25Q (16818.320000 sec): 3 clusters
  Score: Raw -237581.220866 + Penalty 2541.903677 = -235039.317189
  nChanged 37
		SP:Iteration 26Q (16818.330000 sec): 3 clusters
  Score: Raw -237619.153638 + Penalty 2541.903677 = -235077.249961
  nChanged 45
		SP:Iteration 27Q (16818.330000 sec): 3 clusters
  Score: Raw -237665.185965 + Penalty 2541.903677 = -235123.282287
  nChanged 36
		SP:Iteration 28Q (16818.340000 sec): 3 clusters
  Score: Raw -237703.316479 + Penalty 2541.903677 = -235161.412801
  nChanged 30
		SP:Iteration 29Q (16818.340000 sec): 3 clusters
  Score: Raw -237729.978640 + Penalty 2541.903677 = -235188.074963
  nChanged 30
		SP:Iteration 30Q (16818.350000 sec): 3 clusters
  Score: Raw -237767.249989 + Penalty 2541.903677 = -235225.346312
  nChanged 34
		SP:Iteration 31Q (16818.350000 sec): 3 clusters
  Score: Raw -237815.873482 + Penalty 2541.903677 = -235273.969804
  nChanged 38
		SP:Iteration 32Q (16818.360000 sec): 3 clusters
  Score: Raw -237853.753945 + Penalty 2541.903677 = -235311.850268
  nChanged 40
		SP:Iteration 33Q (16818.360000 sec): 3 clusters
  Score: Raw -237901.782621 + Penalty 2541.903677 = -235359.878944
  nChanged 19
		SP:Iteration 34Q (16818.370000 sec): 3 clusters
  Score: Raw -237918.226108 + Penalty 2541.903677 = -235376.322431
  nChanged 20
		SP:Iteration 35Q (16818.370000 sec): 3 clusters
  Score: Raw -237931.787813 + Penalty 2541.903677 = -235389.884136
  nChanged 9
		SP:Iteration 36Q (16818.380000 sec): 3 clusters
  Score: Raw -237938.080134 + Penalty 2541.903677 = -235396.176457
  nChanged 11
		SP:Iteration 37Q (16818.380000 sec): 3 clusters
  Score: Raw -237948.306992 + Penalty 2541.903677 = -235406.403315
  nChanged 10
		SP:Iteration 38Q (16818.390000 sec): 3 clusters
  Score: Raw -237954.235069 + Penalty 2541.903677 = -235412.331392
  nChanged 9
		SP:Iteration 39Q (16818.390000 sec): 3 clusters
  Score: Raw -237962.483770 + Penalty 2541.903677 = -235420.580093
  nChanged 6
		SP:Iteration 40F (16818.400000 sec): 3 clusters
  Score: Raw -237968.297847 + Penalty 2541.903677 = -235426.394170
  nChanged 12
		SP:Iteration 41Q (16818.400000 sec): 3 clusters
  Score: Raw -237978.160619 + Penalty 2541.903677 = -235436.256942
  nChanged 12
		SP:Iteration 42Q (16818.410000 sec): 3 clusters
  Score: Raw -237985.790742 + Penalty 2541.903677 = -235443.887065
  nChanged 8
		SP:Iteration 43Q (16818.410000 sec): 3 clusters
  Score: Raw -237990.580138 + Penalty 2541.903677 = -235448.676461
  nChanged 8
		SP:Iteration 44Q (16818.420000 sec): 3 clusters
  Score: Raw -237995.924132 + Penalty 2541.903677 = -235454.020455
  nChanged 7
		SP:Iteration 45Q (16818.420000 sec): 3 clusters
  Score: Raw -237999.550004 + Penalty 2541.903677 = -235457.646327
  nChanged 7
		SP:Iteration 46Q (16818.430000 sec): 3 clusters
  Score: Raw -238003.252410 + Penalty 2541.903677 = -235461.348733
  nChanged 3
		SP:Iteration 47Q (16818.430000 sec): 3 clusters
  Score: Raw -238004.739535 + Penalty 2541.903677 = -235462.835858
  nChanged 3
		SP:Iteration 48Q (16818.440000 sec): 3 clusters
  Score: Raw -238005.756063 + Penalty 2541.903677 = -235463.852386
  nChanged 0
		SP:Iteration 49F (16818.440000 sec): 3 clusters
  Score: Raw -238005.756063 + Penalty 2541.903677 = -235463.852386
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16818.460000 sec): 2 clusters
  Score: Raw -177835.896675 + Penalty 1204.377897 = -176631.518778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16818.460000 sec): 3 clusters
  Score: Raw -177161.436139 + Penalty 2408.755794 = -174752.680345
  nChanged 586
		SP:Iteration 1F (16818.470000 sec): 3 clusters
  Score: Raw -177571.499004 + Penalty 2408.755794 = -175162.743210
  nChanged 135
		SP:Iteration 2F (16818.470000 sec): 3 clusters
  Score: Raw -177701.197101 + Penalty 2408.755794 = -175292.441308
  nChanged 93
		SP:Iteration 3F (16818.480000 sec): 3 clusters
  Score: Raw -177809.739602 + Penalty 2408.755794 = -175400.983808
  nChanged 81
		SP:Iteration 4Q (16818.480000 sec): 3 clusters
  Score: Raw -177885.787681 + Penalty 2408.755794 = -175477.031887
  nChanged 49
		SP:Iteration 5Q (16818.480000 sec): 3 clusters
  Score: Raw -177922.052964 + Penalty 2408.755794 = -175513.297171
  nChanged 40
		SP:Iteration 6Q (16818.490000 sec): 3 clusters
  Score: Raw -177962.445134 + Penalty 2408.755794 = -175553.689341
  nChanged 41
		SP:Iteration 7Q (16818.490000 sec): 3 clusters
  Score: Raw -178013.206301 + Penalty 2408.755794 = -175604.450508
  nChanged 61
		SP:Iteration 8Q (16818.500000 sec): 3 clusters
  Score: Raw -178083.036378 + Penalty 2408.755794 = -175674.280584
  nChanged 48
		SP:Iteration 9Q (16818.500000 sec): 3 clusters
  Score: Raw -178137.665893 + Penalty 2408.755794 = -175728.910099
  nChanged 51
		SP:Iteration 10Q (16818.500000 sec): 3 clusters
  Score: Raw -178212.934774 + Penalty 2408.755794 = -175804.178981
  nChanged 63
		SP:Iteration 11Q (16818.510000 sec): 3 clusters
  Score: Raw -178318.096268 + Penalty 2408.755794 = -175909.340475
  nChanged 49
		SP:Iteration 12Q (16818.510000 sec): 3 clusters
  Score: Raw -178376.679976 + Penalty 2408.755794 = -175967.924183
  nChanged 31
		SP:Iteration 13Q (16818.510000 sec): 3 clusters
  Score: Raw -178407.073260 + Penalty 2408.755794 = -175998.317467
  nChanged 31
		SP:Iteration 14Q (16818.520000 sec): 3 clusters
  Score: Raw -178437.219671 + Penalty 2408.755794 = -176028.463877
  nChanged 30
		SP:Iteration 15Q (16818.520000 sec): 3 clusters
  Score: Raw -178472.004749 + Penalty 2408.755794 = -176063.248955
  nChanged 24
		SP:Iteration 16Q (16818.520000 sec): 3 clusters
  Score: Raw -178496.855520 + Penalty 2408.755794 = -176088.099726
  nChanged 24
		SP:Iteration 17Q (16818.530000 sec): 3 clusters
  Score: Raw -178526.113887 + Penalty 2408.755794 = -176117.358094
  nChanged 21
		SP:Iteration 18Q (16818.530000 sec): 3 clusters
  Score: Raw -178548.162496 + Penalty 2408.755794 = -176139.406702
  nChanged 24
		SP:Iteration 19Q (16818.540000 sec): 3 clusters
  Score: Raw -178575.585670 + Penalty 2408.755794 = -176166.829876
  nChanged 27
		SP:Iteration 20F (16818.540000 sec): 3 clusters
  Score: Raw -178613.056422 + Penalty 2408.755794 = -176204.300629
  nChanged 29
		SP:Iteration 21Q (16818.540000 sec): 3 clusters
  Score: Raw -178645.935950 + Penalty 2408.755794 = -176237.180156
  nChanged 20
		SP:Iteration 22Q (16818.540000 sec): 3 clusters
  Score: Raw -178670.295013 + Penalty 2408.755794 = -176261.539220
  nChanged 16
		SP:Iteration 23Q (16818.550000 sec): 3 clusters
  Score: Raw -178688.542286 + Penalty 2408.755794 = -176279.786492
  nChanged 16
		SP:Iteration 24Q (16818.550000 sec): 3 clusters
  Score: Raw -178707.722013 + Penalty 2408.755794 = -176298.966219
  nChanged 17
		SP:Iteration 25Q (16818.560000 sec): 3 clusters
  Score: Raw -178724.175982 + Penalty 2408.755794 = -176315.420189
  nChanged 11
		SP:Iteration 26Q (16818.560000 sec): 3 clusters
  Score: Raw -178737.303900 + Penalty 2408.755794 = -176328.548106
  nChanged 9
		SP:Iteration 27Q (16818.560000 sec): 3 clusters
  Score: Raw -178745.483167 + Penalty 2408.755794 = -176336.727374
  nChanged 8
		SP:Iteration 28Q (16818.560000 sec): 3 clusters
  Score: Raw -178753.149604 + Penalty 2408.755794 = -176344.393811
  nChanged 5
		SP:Iteration 29Q (16818.570000 sec): 3 clusters
  Score: Raw -178757.056438 + Penalty 2408.755794 = -176348.300644
  nChanged 4
		SP:Iteration 30Q (16818.570000 sec): 3 clusters
  Score: Raw -178758.812616 + Penalty 2408.755794 = -176350.056823
  nChanged 2
		SP:Iteration 31Q (16818.580000 sec): 3 clusters
  Score: Raw -178759.817442 + Penalty 2408.755794 = -176351.061648
  nChanged 3
		SP:Iteration 32Q (16818.580000 sec): 3 clusters
  Score: Raw -178761.508971 + Penalty 2408.755794 = -176352.753177
  nChanged 1
		SP:Iteration 33Q (16818.580000 sec): 3 clusters
  Score: Raw -178762.122053 + Penalty 2408.755794 = -176353.366259
  nChanged 0
		SP:Iteration 34F (16818.580000 sec): 3 clusters
  Score: Raw -178762.122053 + Penalty 2408.755794 = -176353.366259
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16818.600000 sec): 2 clusters
  Score: Raw -720821.155663 + Penalty 1425.549174 = -719395.606489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16818.620000 sec): 3 clusters
  Score: Raw -717294.203331 + Penalty 2851.098349 = -714443.104982
  nChanged 2718
		SP:Iteration 1F (16818.640000 sec): 3 clusters
  Score: Raw -718734.078207 + Penalty 2851.098349 = -715882.979858
  nChanged 429
		SP:Iteration 2F (16818.650000 sec): 3 clusters
  Score: Raw -718951.028866 + Penalty 2851.098349 = -716099.930517
  nChanged 356
		SP:Iteration 3F (16818.660000 sec): 3 clusters
  Score: Raw -719146.970107 + Penalty 2851.098349 = -716295.871759
  nChanged 320
		SP:Iteration 4Q (16818.680000 sec): 3 clusters
  Score: Raw -719319.803399 + Penalty 2851.098349 = -716468.705050
  nChanged 295
		SP:Iteration 5Q (16818.700000 sec): 3 clusters
  Score: Raw -719497.749365 + Penalty 2851.098349 = -716646.651016
  nChanged 293
		SP:Iteration 6Q (16818.710000 sec): 3 clusters
  Score: Raw -719681.420579 + Penalty 2851.098349 = -716830.322230
  nChanged 291
		SP:Iteration 7Q (16818.720000 sec): 3 clusters
  Score: Raw -719872.626169 + Penalty 2851.098349 = -717021.527820
  nChanged 287
		SP:Iteration 8Q (16818.740000 sec): 3 clusters
  Score: Raw -720092.161106 + Penalty 2851.098349 = -717241.062757
  nChanged 269
		SP:Iteration 9Q (16818.750000 sec): 3 clusters
  Score: Raw -720315.826961 + Penalty 2851.098349 = -717464.728613
  nChanged 262
		SP:Iteration 10Q (16818.770000 sec): 3 clusters
  Score: Raw -720536.682258 + Penalty 2851.098349 = -717685.583910
  nChanged 225
		SP:Iteration 11Q (16818.780000 sec): 3 clusters
  Score: Raw -720725.124497 + Penalty 2851.098349 = -717874.026149
  nChanged 184
		SP:Iteration 12Q (16818.800000 sec): 3 clusters
  Score: Raw -720882.502831 + Penalty 2851.098349 = -718031.404482
  nChanged 116
		SP:Iteration 13Q (16818.810000 sec): 3 clusters
  Score: Raw -720980.867491 + Penalty 2851.098349 = -718129.769143
  nChanged 75
		SP:Iteration 14Q (16818.820000 sec): 3 clusters
  Score: Raw -721042.605343 + Penalty 2851.098349 = -718191.506994
  nChanged 40
		SP:Iteration 15Q (16818.840000 sec): 3 clusters
  Score: Raw -721075.916143 + Penalty 2851.098349 = -718224.817794
  nChanged 23
		SP:Iteration 16Q (16818.850000 sec): 3 clusters
  Score: Raw -721097.576511 + Penalty 2851.098349 = -718246.478162
  nChanged 18
		SP:Iteration 17Q (16818.860000 sec): 3 clusters
  Score: Raw -721109.554391 + Penalty 2851.098349 = -718258.456042
  nChanged 10
		SP:Iteration 18Q (16818.870000 sec): 3 clusters
  Score: Raw -721117.570851 + Penalty 2851.098349 = -718266.472503
  nChanged 13
		SP:Iteration 19Q (16818.880000 sec): 3 clusters
  Score: Raw -721134.132907 + Penalty 2851.098349 = -718283.034559
  nChanged 12
		SP:Iteration 20F (16818.900000 sec): 3 clusters
  Score: Raw -721144.344646 + Penalty 2851.098349 = -718293.246297
  nChanged 8
		SP:Iteration 21Q (16818.910000 sec): 3 clusters
  Score: Raw -721151.271760 + Penalty 2851.098349 = -718300.173412
  nChanged 5
		SP:Iteration 22Q (16818.920000 sec): 3 clusters
  Score: Raw -721154.037415 + Penalty 2851.098349 = -718302.939066
  nChanged 4
		SP:Iteration 23Q (16818.940000 sec): 3 clusters
  Score: Raw -721157.598327 + Penalty 2851.098349 = -718306.499978
  nChanged 3
		SP:Iteration 24Q (16818.950000 sec): 3 clusters
  Score: Raw -721160.743316 + Penalty 2851.098349 = -718309.644968
  nChanged 2
		SP:Iteration 25Q (16818.960000 sec): 3 clusters
  Score: Raw -721163.389651 + Penalty 2851.098349 = -718312.291302
  nChanged 3
		SP:Iteration 26Q (16818.970000 sec): 3 clusters
  Score: Raw -721165.374805 + Penalty 2851.098349 = -718314.276456
  nChanged 2
		SP:Iteration 27Q (16818.980000 sec): 3 clusters
  Score: Raw -721166.143018 + Penalty 2851.098349 = -718315.044669
  nChanged 3
		SP:Iteration 28Q (16819.000000 sec): 3 clusters
  Score: Raw -721167.333060 + Penalty 2851.098349 = -718316.234711
  nChanged 2
		SP:Iteration 29Q (16819.010000 sec): 3 clusters
  Score: Raw -721168.743971 + Penalty 2851.098349 = -718317.645622
  nChanged 1
		SP:Iteration 30Q (16819.020000 sec): 3 clusters
  Score: Raw -721169.327239 + Penalty 2851.098349 = -718318.228890
  nChanged 1
		SP:Iteration 31Q (16819.030000 sec): 3 clusters
  Score: Raw -721169.710367 + Penalty 2851.098349 = -718318.612019
  nChanged 0
		SP:Iteration 32F (16819.050000 sec): 3 clusters
  Score: Raw -721169.710367 + Penalty 2851.098349 = -718318.612019
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16819.070000 sec): 2 clusters
  Score: Raw -853028.667092 + Penalty 1455.867250 = -851572.799842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16819.090000 sec): 3 clusters
  Score: Raw -848715.729845 + Penalty 2911.734499 = -845803.995346
  nChanged 3310
		SP:Iteration 1F (16819.100000 sec): 3 clusters
  Score: Raw -850738.214628 + Penalty 2911.734499 = -847826.480128
  nChanged 580
		SP:Iteration 2F (16819.120000 sec): 3 clusters
  Score: Raw -851135.152090 + Penalty 2911.734499 = -848223.417591
  nChanged 516
		SP:Iteration 3F (16819.140000 sec): 3 clusters
  Score: Raw -851429.068340 + Penalty 2911.734499 = -848517.333841
  nChanged 448
		SP:Iteration 4F (16819.160000 sec): 3 clusters
  Score: Raw -851643.518937 + Penalty 2911.734499 = -848731.784438
  nChanged 335
		SP:Iteration 5Q (16819.180000 sec): 3 clusters
  Score: Raw -851823.109456 + Penalty 2911.734499 = -848911.374957
  nChanged 300
		SP:Iteration 6Q (16819.200000 sec): 3 clusters
  Score: Raw -851967.666631 + Penalty 2911.734499 = -849055.932132
  nChanged 248
		SP:Iteration 7Q (16819.210000 sec): 3 clusters
  Score: Raw -852086.561775 + Penalty 2911.734499 = -849174.827276
  nChanged 239
		SP:Iteration 8Q (16819.230000 sec): 3 clusters
  Score: Raw -852199.976095 + Penalty 2911.734499 = -849288.241596
  nChanged 214
		SP:Iteration 9Q (16819.250000 sec): 3 clusters
  Score: Raw -852291.528563 + Penalty 2911.734499 = -849379.794064
  nChanged 201
		SP:Iteration 10Q (16819.270000 sec): 3 clusters
  Score: Raw -852389.995121 + Penalty 2911.734499 = -849478.260622
  nChanged 201
		SP:Iteration 11Q (16819.280000 sec): 3 clusters
  Score: Raw -852479.315494 + Penalty 2911.734499 = -849567.580995
  nChanged 167
		SP:Iteration 12Q (16819.300000 sec): 3 clusters
  Score: Raw -852538.065256 + Penalty 2911.734499 = -849626.330757
  nChanged 150
		SP:Iteration 13Q (16819.320000 sec): 3 clusters
  Score: Raw -852589.866865 + Penalty 2911.734499 = -849678.132366
  nChanged 136
		SP:Iteration 14Q (16819.340000 sec): 3 clusters
  Score: Raw -852627.918763 + Penalty 2911.734499 = -849716.184264
  nChanged 103
		SP:Iteration 15Q (16819.360000 sec): 3 clusters
  Score: Raw -852656.727682 + Penalty 2911.734499 = -849744.993183
  nChanged 87
		SP:Iteration 16Q (16819.380000 sec): 3 clusters
  Score: Raw -852680.782362 + Penalty 2911.734499 = -849769.047862
  nChanged 91
		SP:Iteration 17Q (16819.390000 sec): 3 clusters
  Score: Raw -852704.380202 + Penalty 2911.734499 = -849792.645703
  nChanged 93
		SP:Iteration 18Q (16819.410000 sec): 3 clusters
  Score: Raw -852731.464763 + Penalty 2911.734499 = -849819.730264
  nChanged 90
		SP:Iteration 19Q (16819.430000 sec): 3 clusters
  Score: Raw -852753.189693 + Penalty 2911.734499 = -849841.455193
  nChanged 86
		SP:Iteration 20F (16819.450000 sec): 3 clusters
  Score: Raw -852779.345752 + Penalty 2911.734499 = -849867.611253
  nChanged 71
		SP:Iteration 21Q (16819.460000 sec): 3 clusters
  Score: Raw -852795.391465 + Penalty 2911.734499 = -849883.656965
  nChanged 65
		SP:Iteration 22Q (16819.480000 sec): 3 clusters
  Score: Raw -852809.796490 + Penalty 2911.734499 = -849898.061991
  nChanged 59
		SP:Iteration 23Q (16819.500000 sec): 3 clusters
  Score: Raw -852822.354234 + Penalty 2911.734499 = -849910.619735
  nChanged 43
		SP:Iteration 24Q (16819.520000 sec): 3 clusters
  Score: Raw -852830.281653 + Penalty 2911.734499 = -849918.547154
  nChanged 40
		SP:Iteration 25Q (16819.540000 sec): 3 clusters
  Score: Raw -852835.776160 + Penalty 2911.734499 = -849924.041660
  nChanged 28
		SP:Iteration 26Q (16819.550000 sec): 3 clusters
  Score: Raw -852840.187230 + Penalty 2911.734499 = -849928.452731
  nChanged 20
		SP:Iteration 27Q (16819.570000 sec): 3 clusters
  Score: Raw -852843.321740 + Penalty 2911.734499 = -849931.587241
  nChanged 26
		SP:Iteration 28Q (16819.590000 sec): 3 clusters
  Score: Raw -852848.694985 + Penalty 2911.734499 = -849936.960486
  nChanged 28
		SP:Iteration 29Q (16819.610000 sec): 3 clusters
  Score: Raw -852854.060941 + Penalty 2911.734499 = -849942.326442
  nChanged 25
		SP:Iteration 30Q (16819.620000 sec): 3 clusters
  Score: Raw -852858.324162 + Penalty 2911.734499 = -849946.589662
  nChanged 25
		SP:Iteration 31Q (16819.640000 sec): 3 clusters
  Score: Raw -852863.140994 + Penalty 2911.734499 = -849951.406495
  nChanged 23
		SP:Iteration 32Q (16819.660000 sec): 3 clusters
  Score: Raw -852867.020833 + Penalty 2911.734499 = -849955.286334
  nChanged 24
		SP:Iteration 33Q (16819.680000 sec): 3 clusters
  Score: Raw -852871.057628 + Penalty 2911.734499 = -849959.323129
  nChanged 21
		SP:Iteration 34Q (16819.700000 sec): 3 clusters
  Score: Raw -852873.796617 + Penalty 2911.734499 = -849962.062118
  nChanged 19
		SP:Iteration 35Q (16819.710000 sec): 3 clusters
  Score: Raw -852876.414555 + Penalty 2911.734499 = -849964.680056
  nChanged 16
		SP:Iteration 36Q (16819.730000 sec): 3 clusters
  Score: Raw -852879.055645 + Penalty 2911.734499 = -849967.321146
  nChanged 11
		SP:Iteration 37Q (16819.750000 sec): 3 clusters
  Score: Raw -852880.829028 + Penalty 2911.734499 = -849969.094529
  nChanged 8
		SP:Iteration 38Q (16819.770000 sec): 3 clusters
  Score: Raw -852882.421104 + Penalty 2911.734499 = -849970.686605
  nChanged 11
		SP:Iteration 39Q (16819.780000 sec): 3 clusters
  Score: Raw -852884.516948 + Penalty 2911.734499 = -849972.782449
  nChanged 14
		SP:Iteration 40F (16819.800000 sec): 3 clusters
  Score: Raw -852886.965102 + Penalty 2911.734499 = -849975.230603
  nChanged 18
		SP:Iteration 41Q (16819.820000 sec): 3 clusters
  Score: Raw -852889.544066 + Penalty 2911.734499 = -849977.809567
  nChanged 19
		SP:Iteration 42Q (16819.840000 sec): 3 clusters
  Score: Raw -852892.509990 + Penalty 2911.734499 = -849980.775491
  nChanged 22
		SP:Iteration 43Q (16819.860000 sec): 3 clusters
  Score: Raw -852895.794382 + Penalty 2911.734499 = -849984.059883
  nChanged 16
		SP:Iteration 44Q (16819.870000 sec): 3 clusters
  Score: Raw -852898.102939 + Penalty 2911.734499 = -849986.368440
  nChanged 13
		SP:Iteration 45Q (16819.890000 sec): 3 clusters
  Score: Raw -852899.485786 + Penalty 2911.734499 = -849987.751287
  nChanged 11
		SP:Iteration 46Q (16819.910000 sec): 3 clusters
  Score: Raw -852900.520722 + Penalty 2911.734499 = -849988.786223
  nChanged 9
		SP:Iteration 47Q (16819.930000 sec): 3 clusters
  Score: Raw -852901.435632 + Penalty 2911.734499 = -849989.701133
  nChanged 9
		SP:Iteration 48Q (16819.940000 sec): 3 clusters
  Score: Raw -852902.506318 + Penalty 2911.734499 = -849990.771819
  nChanged 10
		SP:Iteration 49Q (16819.960000 sec): 3 clusters
  Score: Raw -852903.576064 + Penalty 2911.734499 = -849991.841565
  nChanged 7
		SP:Iteration 50Q (16819.980000 sec): 3 clusters
  Score: Raw -852905.156184 + Penalty 2911.734499 = -849993.421685
  nChanged 14
		SP:Iteration 51Q (16820.000000 sec): 3 clusters
  Score: Raw -852907.533851 + Penalty 2911.734499 = -849995.799352
  nChanged 12
		SP:Iteration 52Q (16820.020000 sec): 3 clusters
  Score: Raw -852909.012565 + Penalty 2911.734499 = -849997.278066
  nChanged 7
		SP:Iteration 53Q (16820.030000 sec): 3 clusters
  Score: Raw -852909.926037 + Penalty 2911.734499 = -849998.191538
  nChanged 8
		SP:Iteration 54Q (16820.050000 sec): 3 clusters
  Score: Raw -852910.964757 + Penalty 2911.734499 = -849999.230258
  nChanged 8
		SP:Iteration 55Q (16820.070000 sec): 3 clusters
  Score: Raw -852911.913926 + Penalty 2911.734499 = -850000.179427
  nChanged 10
		SP:Iteration 56Q (16820.090000 sec): 3 clusters
  Score: Raw -852913.119764 + Penalty 2911.734499 = -850001.385265
  nChanged 10
		SP:Iteration 57Q (16820.100000 sec): 3 clusters
  Score: Raw -852914.705407 + Penalty 2911.734499 = -850002.970908
  nChanged 14
		SP:Iteration 58Q (16820.120000 sec): 3 clusters
  Score: Raw -852916.274885 + Penalty 2911.734499 = -850004.540386
  nChanged 6
		SP:Iteration 59Q (16820.140000 sec): 3 clusters
  Score: Raw -852916.984712 + Penalty 2911.734499 = -850005.250213
  nChanged 8
		SP:Iteration 60F (16820.160000 sec): 3 clusters
  Score: Raw -852917.613887 + Penalty 2911.734499 = -850005.879388
  nChanged 4
		SP:Iteration 61Q (16820.180000 sec): 3 clusters
  Score: Raw -852917.945053 + Penalty 2911.734499 = -850006.210554
  nChanged 5
		SP:Iteration 62Q (16820.190000 sec): 3 clusters
  Score: Raw -852918.448911 + Penalty 2911.734499 = -850006.714412
  nChanged 0
		SP:Iteration 63F (16820.210000 sec): 3 clusters
  Score: Raw -852918.448911 + Penalty 2911.734499 = -850006.714412
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16820.220000 sec): 2 clusters
  Score: Raw -105065.028669 + Penalty 1119.227293 = -103945.801376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16820.220000 sec): 3 clusters
  Score: Raw -104762.257215 + Penalty 2238.454586 = -102523.802629
  nChanged 289
		SP:Iteration 1F (16820.220000 sec): 3 clusters
  Score: Raw -105039.261842 + Penalty 2238.454586 = -102800.807256
  nChanged 78
		SP:Iteration 2F (16820.230000 sec): 3 clusters
  Score: Raw -105127.560541 + Penalty 2238.454586 = -102889.105955
  nChanged 39
		SP:Iteration 3Q (16820.230000 sec): 3 clusters
  Score: Raw -105182.095212 + Penalty 2238.454586 = -102943.640626
  nChanged 30
		SP:Iteration 4Q (16820.230000 sec): 3 clusters
  Score: Raw -105228.065147 + Penalty 2238.454586 = -102989.610562
  nChanged 29
		SP:Iteration 5Q (16820.240000 sec): 3 clusters
  Score: Raw -105271.415419 + Penalty 2238.454586 = -103032.960834
  nChanged 23
		SP:Iteration 6Q (16820.240000 sec): 3 clusters
  Score: Raw -105301.069178 + Penalty 2238.454586 = -103062.614592
  nChanged 19
		SP:Iteration 7Q (16820.240000 sec): 3 clusters
  Score: Raw -105324.936736 + Penalty 2238.454586 = -103086.482150
  nChanged 21
		SP:Iteration 8Q (16820.240000 sec): 3 clusters
  Score: Raw -105353.660030 + Penalty 2238.454586 = -103115.205444
  nChanged 26
		SP:Iteration 9Q (16820.240000 sec): 3 clusters
  Score: Raw -105389.852812 + Penalty 2238.454586 = -103151.398226
  nChanged 24
		SP:Iteration 10Q (16820.240000 sec): 3 clusters
  Score: Raw -105423.478793 + Penalty 2238.454586 = -103185.024207
  nChanged 30
		SP:Iteration 11Q (16820.250000 sec): 3 clusters
  Score: Raw -105470.687435 + Penalty 2238.454586 = -103232.232849
  nChanged 25
		SP:Iteration 12Q (16820.250000 sec): 3 clusters
  Score: Raw -105495.847383 + Penalty 2238.454586 = -103257.392798
  nChanged 15
		SP:Iteration 13Q (16820.250000 sec): 3 clusters
  Score: Raw -105516.763226 + Penalty 2238.454586 = -103278.308640
  nChanged 14
		SP:Iteration 14Q (16820.260000 sec): 3 clusters
  Score: Raw -105530.031831 + Penalty 2238.454586 = -103291.577245
  nChanged 7
		SP:Iteration 15Q (16820.260000 sec): 3 clusters
  Score: Raw -105542.109325 + Penalty 2238.454586 = -103303.654739
  nChanged 7
		SP:Iteration 16Q (16820.260000 sec): 3 clusters
  Score: Raw -105551.222781 + Penalty 2238.454586 = -103312.768196
  nChanged 6
		SP:Iteration 17Q (16820.260000 sec): 3 clusters
  Score: Raw -105559.418552 + Penalty 2238.454586 = -103320.963966
  nChanged 7
		SP:Iteration 18Q (16820.260000 sec): 3 clusters
  Score: Raw -105563.941221 + Penalty 2238.454586 = -103325.486636
  nChanged 4
		SP:Iteration 19Q (16820.260000 sec): 3 clusters
  Score: Raw -105566.317933 + Penalty 2238.454586 = -103327.863347
  nChanged 2
		SP:Iteration 20F (16820.270000 sec): 3 clusters
  Score: Raw -105567.757504 + Penalty 2238.454586 = -103329.302919
  nChanged 5
		SP:Iteration 21Q (16820.270000 sec): 3 clusters
  Score: Raw -105571.866246 + Penalty 2238.454586 = -103333.411660
  nChanged 5
		SP:Iteration 22Q (16820.270000 sec): 3 clusters
  Score: Raw -105575.367842 + Penalty 2238.454586 = -103336.913256
  nChanged 5
		SP:Iteration 23Q (16820.270000 sec): 3 clusters
  Score: Raw -105578.886656 + Penalty 2238.454586 = -103340.432071
  nChanged 4
		SP:Iteration 24Q (16820.280000 sec): 3 clusters
  Score: Raw -105582.487365 + Penalty 2238.454586 = -103344.032779
  nChanged 6
		SP:Iteration 25Q (16820.280000 sec): 3 clusters
  Score: Raw -105590.251108 + Penalty 2238.454586 = -103351.796522
  nChanged 10
		SP:Iteration 26Q (16820.280000 sec): 3 clusters
  Score: Raw -105601.532807 + Penalty 2238.454586 = -103363.078222
  nChanged 6
		SP:Iteration 27Q (16820.280000 sec): 3 clusters
  Score: Raw -105609.607526 + Penalty 2238.454586 = -103371.152941
  nChanged 8
		SP:Iteration 28Q (16820.280000 sec): 3 clusters
  Score: Raw -105618.525043 + Penalty 2238.454586 = -103380.070457
  nChanged 6
		SP:Iteration 29Q (16820.290000 sec): 3 clusters
  Score: Raw -105625.821444 + Penalty 2238.454586 = -103387.366858
  nChanged 1
		SP:Iteration 30Q (16820.290000 sec): 3 clusters
  Score: Raw -105626.475389 + Penalty 2238.454586 = -103388.020804
  nChanged 0
		SP:Iteration 31F (16820.290000 sec): 3 clusters
  Score: Raw -105626.475389 + Penalty 2238.454586 = -103388.020804
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (31618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16820.380000 sec): 2 clusters
  Score: Raw -3716575.892377 + Penalty 1683.740802 = -3714892.151575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16820.460000 sec): 3 clusters
  Score: Raw -3696941.578956 + Penalty 3367.481604 = -3693574.097352
  nChanged 14637
		SP:Iteration 1F (16820.540000 sec): 3 clusters
  Score: Raw -3705145.899794 + Penalty 3367.481604 = -3701778.418190
  nChanged 1244
		SP:Iteration 2Q (16820.610000 sec): 3 clusters
  Score: Raw -3705530.473483 + Penalty 3367.481604 = -3702162.991879
  nChanged 1276
		SP:Iteration 3Q (16820.690000 sec): 3 clusters
  Score: Raw -3706008.250678 + Penalty 3367.481604 = -3702640.769075
  nChanged 1416
		SP:Iteration 4Q (16820.770000 sec): 3 clusters
  Score: Raw -3706581.392290 + Penalty 3367.481604 = -3703213.910686
  nChanged 1473
		SP:Iteration 5Q (16820.850000 sec): 3 clusters
  Score: Raw -3707270.599722 + Penalty 3367.481604 = -3703903.118118
  nChanged 1628
		SP:Iteration 6F (16820.930000 sec): 3 clusters
  Score: Raw -3708065.546925 + Penalty 3367.481604 = -3704698.065322
  nChanged 1640
		SP:Iteration 7F (16821.000000 sec): 3 clusters
  Score: Raw -3708958.553588 + Penalty 3367.481604 = -3705591.071984
  nChanged 1680
		SP:Iteration 8F (16821.080000 sec): 3 clusters
  Score: Raw -3709878.358573 + Penalty 3367.481604 = -3706510.876969
  nChanged 1621
		SP:Iteration 9F (16821.160000 sec): 3 clusters
  Score: Raw -3710740.795941 + Penalty 3367.481604 = -3707373.314337
  nChanged 1382
		SP:Iteration 10Q (16821.240000 sec): 3 clusters
  Score: Raw -3711426.509134 + Penalty 3367.481604 = -3708059.027530
  nChanged 1116
		SP:Iteration 11Q (16821.310000 sec): 3 clusters
  Score: Raw -3711916.773196 + Penalty 3367.481604 = -3708549.291592
  nChanged 944
		SP:Iteration 12Q (16821.390000 sec): 3 clusters
  Score: Raw -3712243.112025 + Penalty 3367.481604 = -3708875.630421
  nChanged 678
		SP:Iteration 13Q (16821.470000 sec): 3 clusters
  Score: Raw -3712410.139854 + Penalty 3367.481604 = -3709042.658250
  nChanged 441
		SP:Iteration 14Q (16821.540000 sec): 3 clusters
  Score: Raw -3712518.389156 + Penalty 3367.481604 = -3709150.907553
  nChanged 359
		SP:Iteration 15Q (16821.620000 sec): 3 clusters
  Score: Raw -3712603.904838 + Penalty 3367.481604 = -3709236.423235
  nChanged 317
		SP:Iteration 16Q (16821.690000 sec): 3 clusters
  Score: Raw -3712681.998632 + Penalty 3367.481604 = -3709314.517029
  nChanged 288
		SP:Iteration 17Q (16821.760000 sec): 3 clusters
  Score: Raw -3712747.414440 + Penalty 3367.481604 = -3709379.932836
  nChanged 314
		SP:Iteration 18Q (16821.840000 sec): 3 clusters
  Score: Raw -3712820.353298 + Penalty 3367.481604 = -3709452.871694
  nChanged 331
		SP:Iteration 19Q (16821.910000 sec): 3 clusters
  Score: Raw -3712902.880913 + Penalty 3367.481604 = -3709535.399309
  nChanged 354
		SP:Iteration 20F (16821.990000 sec): 3 clusters
  Score: Raw -3712986.126941 + Penalty 3367.481604 = -3709618.645337
  nChanged 334
		SP:Iteration 21Q (16822.060000 sec): 3 clusters
  Score: Raw -3713066.937972 + Penalty 3367.481604 = -3709699.456368
  nChanged 365
		SP:Iteration 22Q (16822.130000 sec): 3 clusters
  Score: Raw -3713158.120493 + Penalty 3367.481604 = -3709790.638889
  nChanged 369
		SP:Iteration 23Q (16822.210000 sec): 3 clusters
  Score: Raw -3713256.911299 + Penalty 3367.481604 = -3709889.429695
  nChanged 392
		SP:Iteration 24Q (16822.280000 sec): 3 clusters
  Score: Raw -3713359.183985 + Penalty 3367.481604 = -3709991.702381
  nChanged 371
		SP:Iteration 25Q (16822.350000 sec): 3 clusters
  Score: Raw -3713457.412132 + Penalty 3367.481604 = -3710089.930529
  nChanged 392
		SP:Iteration 26Q (16822.430000 sec): 3 clusters
  Score: Raw -3713550.042075 + Penalty 3367.481604 = -3710182.560472
  nChanged 348
		SP:Iteration 27Q (16822.500000 sec): 3 clusters
  Score: Raw -3713636.745326 + Penalty 3367.481604 = -3710269.263722
  nChanged 370
		SP:Iteration 28Q (16822.570000 sec): 3 clusters
  Score: Raw -3713730.597493 + Penalty 3367.481604 = -3710363.115889
  nChanged 382
		SP:Iteration 29Q (16822.650000 sec): 3 clusters
  Score: Raw -3713837.989938 + Penalty 3367.481604 = -3710470.508334
  nChanged 399
		SP:Iteration 30Q (16822.710000 sec): 3 clusters
  Score: Raw -3713953.624673 + Penalty 3367.481604 = -3710586.143070
  nChanged 395
		SP:Iteration 31Q (16822.790000 sec): 3 clusters
  Score: Raw -3714071.805455 + Penalty 3367.481604 = -3710704.323852
  nChanged 400
		SP:Iteration 32Q (16822.850000 sec): 3 clusters
  Score: Raw -3714195.305022 + Penalty 3367.481604 = -3710827.823419
  nChanged 433
		SP:Iteration 33Q (16822.930000 sec): 3 clusters
  Score: Raw -3714345.714483 + Penalty 3367.481604 = -3710978.232879
  nChanged 445
		SP:Iteration 34Q (16822.990000 sec): 3 clusters
  Score: Raw -3714509.087787 + Penalty 3367.481604 = -3711141.606183
  nChanged 416
		SP:Iteration 35Q (16823.060000 sec): 3 clusters
  Score: Raw -3714670.370488 + Penalty 3367.481604 = -3711302.888884
  nChanged 420
		SP:Iteration 36Q (16823.130000 sec): 3 clusters
  Score: Raw -3714859.400587 + Penalty 3367.481604 = -3711491.918984
  nChanged 436
		SP:Iteration 37Q (16823.190000 sec): 3 clusters
  Score: Raw -3715063.951609 + Penalty 3367.481604 = -3711696.470005
  nChanged 415
		SP:Iteration 38Q (16823.260000 sec): 3 clusters
  Score: Raw -3715254.202356 + Penalty 3367.481604 = -3711886.720752
  nChanged 370
		SP:Iteration 39Q (16823.320000 sec): 3 clusters
  Score: Raw -3715413.708368 + Penalty 3367.481604 = -3712046.226764
  nChanged 360
		SP:Iteration 40F (16823.400000 sec): 3 clusters
  Score: Raw -3715567.039377 + Penalty 3367.481604 = -3712199.557774
  nChanged 314
		SP:Iteration 41Q (16823.460000 sec): 3 clusters
  Score: Raw -3715690.126006 + Penalty 3367.481604 = -3712322.644403
  nChanged 261
		SP:Iteration 42Q (16823.520000 sec): 3 clusters
  Score: Raw -3715787.118723 + Penalty 3367.481604 = -3712419.637119
  nChanged 236
		SP:Iteration 43Q (16823.590000 sec): 3 clusters
  Score: Raw -3715870.512839 + Penalty 3367.481604 = -3712503.031235
  nChanged 212
		SP:Iteration 44Q (16823.650000 sec): 3 clusters
  Score: Raw -3715946.519527 + Penalty 3367.481604 = -3712579.037923
  nChanged 215
		SP:Iteration 45Q (16823.710000 sec): 3 clusters
  Score: Raw -3716020.751679 + Penalty 3367.481604 = -3712653.270075
  nChanged 188
		SP:Iteration 46Q (16823.770000 sec): 3 clusters
  Score: Raw -3716088.087873 + Penalty 3367.481604 = -3712720.606269
  nChanged 194
		SP:Iteration 47Q (16823.830000 sec): 3 clusters
  Score: Raw -3716171.965791 + Penalty 3367.481604 = -3712804.484187
  nChanged 203
		SP:Iteration 48Q (16823.890000 sec): 3 clusters
  Score: Raw -3716254.426872 + Penalty 3367.481604 = -3712886.945268
  nChanged 188
		SP:Iteration 49Q (16823.950000 sec): 3 clusters
  Score: Raw -3716329.048455 + Penalty 3367.481604 = -3712961.566852
  nChanged 156
		SP:Iteration 50Q (16824.010000 sec): 3 clusters
  Score: Raw -3716391.861638 + Penalty 3367.481604 = -3713024.380035
  nChanged 149
		SP:Iteration 51Q (16824.070000 sec): 3 clusters
  Score: Raw -3716455.477583 + Penalty 3367.481604 = -3713087.995979
  nChanged 145
		SP:Iteration 52Q (16824.130000 sec): 3 clusters
  Score: Raw -3716522.566360 + Penalty 3367.481604 = -3713155.084756
  nChanged 121
		SP:Iteration 53Q (16824.190000 sec): 3 clusters
  Score: Raw -3716583.997381 + Penalty 3367.481604 = -3713216.515778
  nChanged 105
		SP:Iteration 54Q (16824.250000 sec): 3 clusters
  Score: Raw -3716633.864543 + Penalty 3367.481604 = -3713266.382939
  nChanged 82
		SP:Iteration 55Q (16824.310000 sec): 3 clusters
  Score: Raw -3716664.644542 + Penalty 3367.481604 = -3713297.162939
  nChanged 72
		SP:Iteration 56Q (16824.360000 sec): 3 clusters
  Score: Raw -3716693.274268 + Penalty 3367.481604 = -3713325.792664
  nChanged 71
		SP:Iteration 57Q (16824.420000 sec): 3 clusters
  Score: Raw -3716722.957002 + Penalty 3367.481604 = -3713355.475398
  nChanged 66
		SP:Iteration 58Q (16824.480000 sec): 3 clusters
  Score: Raw -3716756.212044 + Penalty 3367.481604 = -3713388.730440
  nChanged 59
		SP:Iteration 59Q (16824.530000 sec): 3 clusters
  Score: Raw -3716783.176971 + Penalty 3367.481604 = -3713415.695367
  nChanged 47
		SP:Iteration 60F (16824.610000 sec): 3 clusters
  Score: Raw -3716803.617730 + Penalty 3367.481604 = -3713436.136127
  nChanged 38
		SP:Iteration 61Q (16824.670000 sec): 3 clusters
  Score: Raw -3716821.378888 + Penalty 3367.481604 = -3713453.897285
  nChanged 24
		SP:Iteration 62Q (16824.730000 sec): 3 clusters
  Score: Raw -3716831.881654 + Penalty 3367.481604 = -3713464.400050
  nChanged 19
		SP:Iteration 63Q (16824.780000 sec): 3 clusters
  Score: Raw -3716839.085516 + Penalty 3367.481604 = -3713471.603912
  nChanged 17
		SP:Iteration 64Q (16824.840000 sec): 3 clusters
  Score: Raw -3716845.092374 + Penalty 3367.481604 = -3713477.610770
  nChanged 15
		SP:Iteration 65Q (16824.900000 sec): 3 clusters
  Score: Raw -3716851.520956 + Penalty 3367.481604 = -3713484.039352
  nChanged 17
		SP:Iteration 66Q (16824.950000 sec): 3 clusters
  Score: Raw -3716858.323384 + Penalty 3367.481604 = -3713490.841780
  nChanged 19
		SP:Iteration 67Q (16825.010000 sec): 3 clusters
  Score: Raw -3716867.595549 + Penalty 3367.481604 = -3713500.113945
  nChanged 17
		SP:Iteration 68Q (16825.070000 sec): 3 clusters
  Score: Raw -3716875.487139 + Penalty 3367.481604 = -3713508.005535
  nChanged 13
		SP:Iteration 69Q (16825.130000 sec): 3 clusters
  Score: Raw -3716882.097026 + Penalty 3367.481604 = -3713514.615423
  nChanged 9
		SP:Iteration 70Q (16825.180000 sec): 3 clusters
  Score: Raw -3716884.642775 + Penalty 3367.481604 = -3713517.161172
  nChanged 5
		SP:Iteration 71Q (16825.240000 sec): 3 clusters
  Score: Raw -3716886.812291 + Penalty 3367.481604 = -3713519.330687
  nChanged 7
		SP:Iteration 72Q (16825.290000 sec): 3 clusters
  Score: Raw -3716889.620351 + Penalty 3367.481604 = -3713522.138747
  nChanged 9
		SP:Iteration 73Q (16825.350000 sec): 3 clusters
  Score: Raw -3716893.253245 + Penalty 3367.481604 = -3713525.771641
  nChanged 6
		SP:Iteration 74Q (16825.400000 sec): 3 clusters
  Score: Raw -3716898.275111 + Penalty 3367.481604 = -3713530.793507
  nChanged 8
		SP:Iteration 75Q (16825.460000 sec): 3 clusters
  Score: Raw -3716901.125164 + Penalty 3367.481604 = -3713533.643560
  nChanged 7
		SP:Iteration 76Q (16825.520000 sec): 3 clusters
  Score: Raw -3716905.404144 + Penalty 3367.481604 = -3713537.922540
  nChanged 10
		SP:Iteration 77Q (16825.580000 sec): 3 clusters
  Score: Raw -3716909.796022 + Penalty 3367.481604 = -3713542.314418
  nChanged 6
		SP:Iteration 78Q (16825.630000 sec): 3 clusters
  Score: Raw -3716912.349330 + Penalty 3367.481604 = -3713544.867726
  nChanged 4
		SP:Iteration 79Q (16825.690000 sec): 3 clusters
  Score: Raw -3716914.047546 + Penalty 3367.481604 = -3713546.565942
  nChanged 6
		SP:Iteration 80F (16825.760000 sec): 3 clusters
  Score: Raw -3716916.062938 + Penalty 3367.481604 = -3713548.581334
  nChanged 2
		SP:Iteration 81Q (16825.820000 sec): 3 clusters
  Score: Raw -3716916.804695 + Penalty 3367.481604 = -3713549.323091
  nChanged 2
		SP:Iteration 82Q (16825.880000 sec): 3 clusters
  Score: Raw -3716917.786697 + Penalty 3367.481604 = -3713550.305093
  nChanged 3
		SP:Iteration 83Q (16825.930000 sec): 3 clusters
  Score: Raw -3716918.831067 + Penalty 3367.481604 = -3713551.349464
  nChanged 1
		SP:Iteration 84Q (16825.990000 sec): 3 clusters
  Score: Raw -3716918.926235 + Penalty 3367.481604 = -3713551.444632
  nChanged 0
		SP:Iteration 85F (16826.070000 sec): 3 clusters
  Score: Raw -3716918.926235 + Penalty 3367.481604 = -3713551.444632
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16826.110000 sec): 2 clusters
  Score: Raw -1552041.245636 + Penalty 1546.060039 = -1550495.185597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16826.140000 sec): 3 clusters
  Score: Raw -1544134.965038 + Penalty 3092.120078 = -1541042.844960
  nChanged 5973
		SP:Iteration 1F (16826.180000 sec): 3 clusters
  Score: Raw -1547378.892316 + Penalty 3092.120078 = -1544286.772238
  nChanged 706
		SP:Iteration 2F (16826.210000 sec): 3 clusters
  Score: Raw -1547646.307037 + Penalty 3092.120078 = -1544554.186959
  nChanged 626
		SP:Iteration 3Q (16826.240000 sec): 3 clusters
  Score: Raw -1547925.839754 + Penalty 3092.120078 = -1544833.719676
  nChanged 663
		SP:Iteration 4Q (16826.280000 sec): 3 clusters
  Score: Raw -1548286.240708 + Penalty 3092.120078 = -1545194.120630
  nChanged 729
		SP:Iteration 5F (16826.310000 sec): 3 clusters
  Score: Raw -1548743.806167 + Penalty 3092.120078 = -1545651.686089
  nChanged 775
		SP:Iteration 6F (16826.340000 sec): 3 clusters
  Score: Raw -1549294.152113 + Penalty 3092.120078 = -1546202.032035
  nChanged 837
		SP:Iteration 7F (16826.380000 sec): 3 clusters
  Score: Raw -1549944.843991 + Penalty 3092.120078 = -1546852.723913
  nChanged 827
		SP:Iteration 8F (16826.410000 sec): 3 clusters
  Score: Raw -1550634.991077 + Penalty 3092.120078 = -1547542.870999
  nChanged 691
		SP:Iteration 9F (16826.440000 sec): 3 clusters
  Score: Raw -1551086.167727 + Penalty 3092.120078 = -1547994.047649
  nChanged 504
		SP:Iteration 10Q (16826.470000 sec): 3 clusters
  Score: Raw -1551327.065437 + Penalty 3092.120078 = -1548234.945360
  nChanged 339
		SP:Iteration 11Q (16826.500000 sec): 3 clusters
  Score: Raw -1551462.099795 + Penalty 3092.120078 = -1548369.979717
  nChanged 282
		SP:Iteration 12Q (16826.540000 sec): 3 clusters
  Score: Raw -1551554.069775 + Penalty 3092.120078 = -1548461.949697
  nChanged 188
		SP:Iteration 13Q (16826.570000 sec): 3 clusters
  Score: Raw -1551609.573608 + Penalty 3092.120078 = -1548517.453530
  nChanged 139
		SP:Iteration 14Q (16826.600000 sec): 3 clusters
  Score: Raw -1551647.542872 + Penalty 3092.120078 = -1548555.422794
  nChanged 123
		SP:Iteration 15Q (16826.630000 sec): 3 clusters
  Score: Raw -1551673.374317 + Penalty 3092.120078 = -1548581.254239
  nChanged 102
		SP:Iteration 16Q (16826.660000 sec): 3 clusters
  Score: Raw -1551694.582546 + Penalty 3092.120078 = -1548602.462468
  nChanged 91
		SP:Iteration 17Q (16826.690000 sec): 3 clusters
  Score: Raw -1551711.915801 + Penalty 3092.120078 = -1548619.795724
  nChanged 83
		SP:Iteration 18Q (16826.720000 sec): 3 clusters
  Score: Raw -1551729.095512 + Penalty 3092.120078 = -1548636.975434
  nChanged 84
		SP:Iteration 19Q (16826.750000 sec): 3 clusters
  Score: Raw -1551746.840916 + Penalty 3092.120078 = -1548654.720838
  nChanged 78
		SP:Iteration 20F (16826.780000 sec): 3 clusters
  Score: Raw -1551762.891855 + Penalty 3092.120078 = -1548670.771777
  nChanged 75
		SP:Iteration 21Q (16826.820000 sec): 3 clusters
  Score: Raw -1551777.467721 + Penalty 3092.120078 = -1548685.347643
  nChanged 66
		SP:Iteration 22Q (16826.850000 sec): 3 clusters
  Score: Raw -1551788.889126 + Penalty 3092.120078 = -1548696.769048
  nChanged 68
		SP:Iteration 23Q (16826.880000 sec): 3 clusters
  Score: Raw -1551801.123029 + Penalty 3092.120078 = -1548709.002951
  nChanged 54
		SP:Iteration 24Q (16826.910000 sec): 3 clusters
  Score: Raw -1551811.326589 + Penalty 3092.120078 = -1548719.206511
  nChanged 65
		SP:Iteration 25Q (16826.940000 sec): 3 clusters
  Score: Raw -1551820.260168 + Penalty 3092.120078 = -1548728.140090
  nChanged 53
		SP:Iteration 26Q (16826.970000 sec): 3 clusters
  Score: Raw -1551829.230495 + Penalty 3092.120078 = -1548737.110417
  nChanged 53
		SP:Iteration 27Q (16827.000000 sec): 3 clusters
  Score: Raw -1551838.937931 + Penalty 3092.120078 = -1548746.817853
  nChanged 65
		SP:Iteration 28Q (16827.030000 sec): 3 clusters
  Score: Raw -1551851.332906 + Penalty 3092.120078 = -1548759.212828
  nChanged 72
		SP:Iteration 29Q (16827.060000 sec): 3 clusters
  Score: Raw -1551864.461512 + Penalty 3092.120078 = -1548772.341434
  nChanged 68
		SP:Iteration 30Q (16827.100000 sec): 3 clusters
  Score: Raw -1551879.145214 + Penalty 3092.120078 = -1548787.025136
  nChanged 87
		SP:Iteration 31Q (16827.130000 sec): 3 clusters
  Score: Raw -1551900.288713 + Penalty 3092.120078 = -1548808.168635
  nChanged 86
		SP:Iteration 32Q (16827.160000 sec): 3 clusters
  Score: Raw -1551922.171072 + Penalty 3092.120078 = -1548830.050994
  nChanged 99
		SP:Iteration 33Q (16827.190000 sec): 3 clusters
  Score: Raw -1551947.507446 + Penalty 3092.120078 = -1548855.387368
  nChanged 111
		SP:Iteration 34Q (16827.220000 sec): 3 clusters
  Score: Raw -1551975.817142 + Penalty 3092.120078 = -1548883.697064
  nChanged 131
		SP:Iteration 35Q (16827.250000 sec): 3 clusters
  Score: Raw -1552014.474080 + Penalty 3092.120078 = -1548922.354002
  nChanged 125
		SP:Iteration 36Q (16827.280000 sec): 3 clusters
  Score: Raw -1552061.796781 + Penalty 3092.120078 = -1548969.676703
  nChanged 176
		SP:Iteration 37Q (16827.300000 sec): 3 clusters
  Score: Raw -1552142.844068 + Penalty 3092.120078 = -1549050.723990
  nChanged 213
		SP:Iteration 38Q (16827.340000 sec): 3 clusters
  Score: Raw -1552260.724105 + Penalty 3092.120078 = -1549168.604027
  nChanged 251
		SP:Iteration 39Q (16827.360000 sec): 3 clusters
  Score: Raw -1552435.277355 + Penalty 3092.120078 = -1549343.157277
  nChanged 316
		SP:Iteration 40F (16827.400000 sec): 3 clusters
  Score: Raw -1552684.541018 + Penalty 3092.120078 = -1549592.420940
  nChanged 325
		SP:Iteration 41Q (16827.430000 sec): 3 clusters
  Score: Raw -1552957.695771 + Penalty 3092.120078 = -1549865.575693
  nChanged 288
		SP:Iteration 42Q (16827.460000 sec): 3 clusters
  Score: Raw -1553171.034052 + Penalty 3092.120078 = -1550078.913974
  nChanged 228
		SP:Iteration 43Q (16827.490000 sec): 3 clusters
  Score: Raw -1553288.152714 + Penalty 3092.120078 = -1550196.032636
  nChanged 143
		SP:Iteration 44Q (16827.520000 sec): 3 clusters
  Score: Raw -1553340.959627 + Penalty 3092.120078 = -1550248.839549
  nChanged 96
		SP:Iteration 45Q (16827.550000 sec): 3 clusters
  Score: Raw -1553365.106726 + Penalty 3092.120078 = -1550272.986648
  nChanged 61
		SP:Iteration 46Q (16827.580000 sec): 3 clusters
  Score: Raw -1553375.048889 + Penalty 3092.120078 = -1550282.928811
  nChanged 33
		SP:Iteration 47Q (16827.600000 sec): 3 clusters
  Score: Raw -1553381.204080 + Penalty 3092.120078 = -1550289.084002
  nChanged 37
		SP:Iteration 48Q (16827.630000 sec): 3 clusters
  Score: Raw -1553387.027898 + Penalty 3092.120078 = -1550294.907820
  nChanged 34
		SP:Iteration 49Q (16827.660000 sec): 3 clusters
  Score: Raw -1553391.346306 + Penalty 3092.120078 = -1550299.226228
  nChanged 22
		SP:Iteration 50Q (16827.690000 sec): 3 clusters
  Score: Raw -1553394.235763 + Penalty 3092.120078 = -1550302.115685
  nChanged 14
		SP:Iteration 51Q (16827.720000 sec): 3 clusters
  Score: Raw -1553396.045677 + Penalty 3092.120078 = -1550303.925599
  nChanged 18
		SP:Iteration 52Q (16827.750000 sec): 3 clusters
  Score: Raw -1553398.086243 + Penalty 3092.120078 = -1550305.966165
  nChanged 9
		SP:Iteration 53Q (16827.780000 sec): 3 clusters
  Score: Raw -1553398.862289 + Penalty 3092.120078 = -1550306.742211
  nChanged 6
		SP:Iteration 54Q (16827.800000 sec): 3 clusters
  Score: Raw -1553399.248918 + Penalty 3092.120078 = -1550307.128840
  nChanged 2
		SP:Iteration 55Q (16827.830000 sec): 3 clusters
  Score: Raw -1553399.403862 + Penalty 3092.120078 = -1550307.283784
  nChanged 1
		SP:Iteration 56Q (16827.860000 sec): 3 clusters
  Score: Raw -1553399.452452 + Penalty 3092.120078 = -1550307.332374
  nChanged 1
		SP:Iteration 57Q (16827.890000 sec): 3 clusters
  Score: Raw -1553399.501590 + Penalty 3092.120078 = -1550307.381512
  nChanged 3
		SP:Iteration 58Q (16827.920000 sec): 3 clusters
  Score: Raw -1553399.697794 + Penalty 3092.120078 = -1550307.577716
  nChanged 2
		SP:Iteration 59Q (16827.940000 sec): 3 clusters
  Score: Raw -1553399.875564 + Penalty 3092.120078 = -1550307.755486
  nChanged 3
		SP:Iteration 60F (16827.980000 sec): 3 clusters
  Score: Raw -1553400.206966 + Penalty 3092.120078 = -1550308.086888
  nChanged 2
		SP:Iteration 61Q (16828.000000 sec): 3 clusters
  Score: Raw -1553400.464669 + Penalty 3092.120078 = -1550308.344592
  nChanged 3
		SP:Iteration 62Q (16828.040000 sec): 3 clusters
  Score: Raw -1553400.703575 + Penalty 3092.120078 = -1550308.583497
  nChanged 1
		SP:Iteration 63Q (16828.060000 sec): 3 clusters
  Score: Raw -1553400.739999 + Penalty 3092.120078 = -1550308.619922
  nChanged 1
		SP:Iteration 64Q (16828.090000 sec): 3 clusters
  Score: Raw -1553400.805698 + Penalty 3092.120078 = -1550308.685620
  nChanged 1
		SP:Iteration 65Q (16828.120000 sec): 3 clusters
  Score: Raw -1553400.861953 + Penalty 3092.120078 = -1550308.741875
  nChanged 2
		SP:Iteration 66Q (16828.150000 sec): 3 clusters
  Score: Raw -1553401.106702 + Penalty 3092.120078 = -1550308.986625
  nChanged 1
		SP:Iteration 67Q (16828.180000 sec): 3 clusters
  Score: Raw -1553401.168641 + Penalty 3092.120078 = -1550309.048563
  nChanged 0
		SP:Iteration 68F (16828.210000 sec): 3 clusters
  Score: Raw -1553401.168641 + Penalty 3092.120078 = -1550309.048563
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16828.250000 sec): 2 clusters
  Score: Raw -1296657.300964 + Penalty 1515.501965 = -1295141.798999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16828.270000 sec): 3 clusters
  Score: Raw -1290227.686172 + Penalty 3031.003930 = -1287196.682243
  nChanged 4836
		SP:Iteration 1F (16828.300000 sec): 3 clusters
  Score: Raw -1292761.126792 + Penalty 3031.003930 = -1289730.122862
  nChanged 641
		SP:Iteration 2F (16828.330000 sec): 3 clusters
  Score: Raw -1293012.154220 + Penalty 3031.003930 = -1289981.150290
  nChanged 532
		SP:Iteration 3Q (16828.360000 sec): 3 clusters
  Score: Raw -1293168.673229 + Penalty 3031.003930 = -1290137.669299
  nChanged 392
		SP:Iteration 4Q (16828.390000 sec): 3 clusters
  Score: Raw -1293282.805587 + Penalty 3031.003930 = -1290251.801658
  nChanged 323
		SP:Iteration 5Q (16828.410000 sec): 3 clusters
  Score: Raw -1293372.290663 + Penalty 3031.003930 = -1290341.286733
  nChanged 281
		SP:Iteration 6Q (16828.440000 sec): 3 clusters
  Score: Raw -1293459.182342 + Penalty 3031.003930 = -1290428.178412
  nChanged 302
		SP:Iteration 7Q (16828.470000 sec): 3 clusters
  Score: Raw -1293550.192735 + Penalty 3031.003930 = -1290519.188805
  nChanged 343
		SP:Iteration 8Q (16828.490000 sec): 3 clusters
  Score: Raw -1293670.734137 + Penalty 3031.003930 = -1290639.730207
  nChanged 356
		SP:Iteration 9Q (16828.520000 sec): 3 clusters
  Score: Raw -1293800.887634 + Penalty 3031.003930 = -1290769.883704
  nChanged 424
		SP:Iteration 10Q (16828.550000 sec): 3 clusters
  Score: Raw -1293980.986104 + Penalty 3031.003930 = -1290949.982174
  nChanged 494
		SP:Iteration 11Q (16828.580000 sec): 3 clusters
  Score: Raw -1294255.250594 + Penalty 3031.003930 = -1291224.246664
  nChanged 582
		SP:Iteration 12F (16828.610000 sec): 3 clusters
  Score: Raw -1294634.171693 + Penalty 3031.003930 = -1291603.167763
  nChanged 663
		SP:Iteration 13F (16828.630000 sec): 3 clusters
  Score: Raw -1295087.723650 + Penalty 3031.003930 = -1292056.719720
  nChanged 650
		SP:Iteration 14F (16828.660000 sec): 3 clusters
  Score: Raw -1295522.789921 + Penalty 3031.003930 = -1292491.785991
  nChanged 545
		SP:Iteration 15Q (16828.690000 sec): 3 clusters
  Score: Raw -1295875.913465 + Penalty 3031.003930 = -1292844.909535
  nChanged 413
		SP:Iteration 16Q (16828.720000 sec): 3 clusters
  Score: Raw -1296114.677953 + Penalty 3031.003930 = -1293083.674024
  nChanged 333
		SP:Iteration 17Q (16828.750000 sec): 3 clusters
  Score: Raw -1296281.286327 + Penalty 3031.003930 = -1293250.282398
  nChanged 250
		SP:Iteration 18Q (16828.770000 sec): 3 clusters
  Score: Raw -1296402.707380 + Penalty 3031.003930 = -1293371.703450
  nChanged 197
		SP:Iteration 19Q (16828.800000 sec): 3 clusters
  Score: Raw -1296504.569747 + Penalty 3031.003930 = -1293473.565817
  nChanged 160
		SP:Iteration 20F (16828.830000 sec): 3 clusters
  Score: Raw -1296576.974628 + Penalty 3031.003930 = -1293545.970698
  nChanged 116
		SP:Iteration 21Q (16828.860000 sec): 3 clusters
  Score: Raw -1296633.723730 + Penalty 3031.003930 = -1293602.719800
  nChanged 114
		SP:Iteration 22Q (16828.890000 sec): 3 clusters
  Score: Raw -1296691.025757 + Penalty 3031.003930 = -1293660.021828
  nChanged 106
		SP:Iteration 23Q (16828.910000 sec): 3 clusters
  Score: Raw -1296744.841350 + Penalty 3031.003930 = -1293713.837420
  nChanged 85
		SP:Iteration 24Q (16828.940000 sec): 3 clusters
  Score: Raw -1296783.145323 + Penalty 3031.003930 = -1293752.141394
  nChanged 72
		SP:Iteration 25Q (16828.970000 sec): 3 clusters
  Score: Raw -1296813.774236 + Penalty 3031.003930 = -1293782.770307
  nChanged 67
		SP:Iteration 26Q (16829.000000 sec): 3 clusters
  Score: Raw -1296842.856674 + Penalty 3031.003930 = -1293811.852744
  nChanged 57
		SP:Iteration 27Q (16829.020000 sec): 3 clusters
  Score: Raw -1296868.162245 + Penalty 3031.003930 = -1293837.158315
  nChanged 50
		SP:Iteration 28Q (16829.050000 sec): 3 clusters
  Score: Raw -1296891.661546 + Penalty 3031.003930 = -1293860.657616
  nChanged 45
		SP:Iteration 29Q (16829.080000 sec): 3 clusters
  Score: Raw -1296912.629355 + Penalty 3031.003930 = -1293881.625426
  nChanged 40
		SP:Iteration 30Q (16829.110000 sec): 3 clusters
  Score: Raw -1296927.765792 + Penalty 3031.003930 = -1293896.761862
  nChanged 30
		SP:Iteration 31Q (16829.130000 sec): 3 clusters
  Score: Raw -1296938.948065 + Penalty 3031.003930 = -1293907.944135
  nChanged 29
		SP:Iteration 32Q (16829.160000 sec): 3 clusters
  Score: Raw -1296950.374955 + Penalty 3031.003930 = -1293919.371025
  nChanged 30
		SP:Iteration 33Q (16829.180000 sec): 3 clusters
  Score: Raw -1296963.215569 + Penalty 3031.003930 = -1293932.211640
  nChanged 28
		SP:Iteration 34Q (16829.210000 sec): 3 clusters
  Score: Raw -1296975.198320 + Penalty 3031.003930 = -1293944.194390
  nChanged 23
		SP:Iteration 35Q (16829.230000 sec): 3 clusters
  Score: Raw -1296983.634824 + Penalty 3031.003930 = -1293952.630895
  nChanged 15
		SP:Iteration 36Q (16829.260000 sec): 3 clusters
  Score: Raw -1296992.015043 + Penalty 3031.003930 = -1293961.011113
  nChanged 16
		SP:Iteration 37Q (16829.280000 sec): 3 clusters
  Score: Raw -1296999.761253 + Penalty 3031.003930 = -1293968.757323
  nChanged 13
		SP:Iteration 38Q (16829.310000 sec): 3 clusters
  Score: Raw -1297007.248153 + Penalty 3031.003930 = -1293976.244223
  nChanged 16
		SP:Iteration 39Q (16829.330000 sec): 3 clusters
  Score: Raw -1297015.414963 + Penalty 3031.003930 = -1293984.411033
  nChanged 16
		SP:Iteration 40F (16829.360000 sec): 3 clusters
  Score: Raw -1297021.234930 + Penalty 3031.003930 = -1293990.231000
  nChanged 10
		SP:Iteration 41Q (16829.390000 sec): 3 clusters
  Score: Raw -1297025.763842 + Penalty 3031.003930 = -1293994.759912
  nChanged 10
		SP:Iteration 42Q (16829.410000 sec): 3 clusters
  Score: Raw -1297029.783844 + Penalty 3031.003930 = -1293998.779915
  nChanged 7
		SP:Iteration 43Q (16829.430000 sec): 3 clusters
  Score: Raw -1297032.743080 + Penalty 3031.003930 = -1294001.739150
  nChanged 3
		SP:Iteration 44Q (16829.460000 sec): 3 clusters
  Score: Raw -1297034.474159 + Penalty 3031.003930 = -1294003.470230
  nChanged 4
		SP:Iteration 45Q (16829.490000 sec): 3 clusters
  Score: Raw -1297036.339599 + Penalty 3031.003930 = -1294005.335669
  nChanged 3
		SP:Iteration 46Q (16829.510000 sec): 3 clusters
  Score: Raw -1297038.053059 + Penalty 3031.003930 = -1294007.049129
  nChanged 7
		SP:Iteration 47Q (16829.530000 sec): 3 clusters
  Score: Raw -1297041.568762 + Penalty 3031.003930 = -1294010.564832
  nChanged 10
		SP:Iteration 48Q (16829.560000 sec): 3 clusters
  Score: Raw -1297046.468788 + Penalty 3031.003930 = -1294015.464858
  nChanged 4
		SP:Iteration 49Q (16829.580000 sec): 3 clusters
  Score: Raw -1297047.720751 + Penalty 3031.003930 = -1294016.716821
  nChanged 3
		SP:Iteration 50Q (16829.610000 sec): 3 clusters
  Score: Raw -1297049.332986 + Penalty 3031.003930 = -1294018.329056
  nChanged 3
		SP:Iteration 51Q (16829.630000 sec): 3 clusters
  Score: Raw -1297050.783323 + Penalty 3031.003930 = -1294019.779393
  nChanged 2
		SP:Iteration 52Q (16829.650000 sec): 3 clusters
  Score: Raw -1297051.446123 + Penalty 3031.003930 = -1294020.442193
  nChanged 2
		SP:Iteration 53Q (16829.680000 sec): 3 clusters
  Score: Raw -1297051.958600 + Penalty 3031.003930 = -1294020.954670
  nChanged 1
		SP:Iteration 54Q (16829.700000 sec): 3 clusters
  Score: Raw -1297052.222562 + Penalty 3031.003930 = -1294021.218633
  nChanged 1
		SP:Iteration 55Q (16829.730000 sec): 3 clusters
  Score: Raw -1297052.604495 + Penalty 3031.003930 = -1294021.600565
  nChanged 0
		SP:Iteration 56F (16829.750000 sec): 3 clusters
  Score: Raw -1297052.604495 + Penalty 3031.003930 = -1294021.600565
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16829.770000 sec): 2 clusters
  Score: Raw -622438.745018 + Penalty 1401.820155 = -621036.924863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16829.790000 sec): 3 clusters
  Score: Raw -619486.901963 + Penalty 2803.640310 = -616683.261654
  nChanged 2274
		SP:Iteration 1F (16829.800000 sec): 3 clusters
  Score: Raw -620783.222816 + Penalty 2803.640310 = -617979.582506
  nChanged 422
		SP:Iteration 2F (16829.810000 sec): 3 clusters
  Score: Raw -621048.594152 + Penalty 2803.640310 = -618244.953842
  nChanged 353
		SP:Iteration 3F (16829.830000 sec): 3 clusters
  Score: Raw -621284.281684 + Penalty 2803.640310 = -618480.641374
  nChanged 319
		SP:Iteration 4F (16829.840000 sec): 3 clusters
  Score: Raw -621494.650599 + Penalty 2803.640310 = -618691.010289
  nChanged 277
		SP:Iteration 5Q (16829.850000 sec): 3 clusters
  Score: Raw -621667.777894 + Penalty 2803.640310 = -618864.137584
  nChanged 247
		SP:Iteration 6Q (16829.870000 sec): 3 clusters
  Score: Raw -621819.768851 + Penalty 2803.640310 = -619016.128541
  nChanged 206
		SP:Iteration 7Q (16829.880000 sec): 3 clusters
  Score: Raw -621952.538116 + Penalty 2803.640310 = -619148.897806
  nChanged 189
		SP:Iteration 8Q (16829.890000 sec): 3 clusters
  Score: Raw -622081.540436 + Penalty 2803.640310 = -619277.900126
  nChanged 161
		SP:Iteration 9Q (16829.910000 sec): 3 clusters
  Score: Raw -622196.681437 + Penalty 2803.640310 = -619393.041127
  nChanged 178
		SP:Iteration 10Q (16829.920000 sec): 3 clusters
  Score: Raw -622296.370002 + Penalty 2803.640310 = -619492.729693
  nChanged 151
		SP:Iteration 11Q (16829.930000 sec): 3 clusters
  Score: Raw -622401.456278 + Penalty 2803.640310 = -619597.815968
  nChanged 156
		SP:Iteration 12Q (16829.950000 sec): 3 clusters
  Score: Raw -622497.875371 + Penalty 2803.640310 = -619694.235062
  nChanged 121
		SP:Iteration 13Q (16829.960000 sec): 3 clusters
  Score: Raw -622559.976052 + Penalty 2803.640310 = -619756.335742
  nChanged 100
		SP:Iteration 14Q (16829.970000 sec): 3 clusters
  Score: Raw -622603.598307 + Penalty 2803.640310 = -619799.957997
  nChanged 72
		SP:Iteration 15Q (16829.990000 sec): 3 clusters
  Score: Raw -622632.279533 + Penalty 2803.640310 = -619828.639224
  nChanged 52
		SP:Iteration 16Q (16830.000000 sec): 3 clusters
  Score: Raw -622654.262274 + Penalty 2803.640310 = -619850.621965
  nChanged 41
		SP:Iteration 17Q (16830.010000 sec): 3 clusters
  Score: Raw -622672.117664 + Penalty 2803.640310 = -619868.477354
  nChanged 42
		SP:Iteration 18Q (16830.020000 sec): 3 clusters
  Score: Raw -622697.871637 + Penalty 2803.640310 = -619894.231327
  nChanged 46
		SP:Iteration 19Q (16830.030000 sec): 3 clusters
  Score: Raw -622726.188894 + Penalty 2803.640310 = -619922.548584
  nChanged 44
		SP:Iteration 20F (16830.050000 sec): 3 clusters
  Score: Raw -622755.785035 + Penalty 2803.640310 = -619952.144725
  nChanged 43
		SP:Iteration 21Q (16830.060000 sec): 3 clusters
  Score: Raw -622778.594937 + Penalty 2803.640310 = -619974.954627
  nChanged 39
		SP:Iteration 22Q (16830.070000 sec): 3 clusters
  Score: Raw -622809.432055 + Penalty 2803.640310 = -620005.791745
  nChanged 45
		SP:Iteration 23Q (16830.090000 sec): 3 clusters
  Score: Raw -622832.155453 + Penalty 2803.640310 = -620028.515143
  nChanged 51
		SP:Iteration 24Q (16830.100000 sec): 3 clusters
  Score: Raw -622854.956272 + Penalty 2803.640310 = -620051.315962
  nChanged 60
		SP:Iteration 25Q (16830.110000 sec): 3 clusters
  Score: Raw -622897.124678 + Penalty 2803.640310 = -620093.484369
  nChanged 71
		SP:Iteration 26Q (16830.120000 sec): 3 clusters
  Score: Raw -622949.433543 + Penalty 2803.640310 = -620145.793233
  nChanged 69
		SP:Iteration 27Q (16830.130000 sec): 3 clusters
  Score: Raw -622992.564705 + Penalty 2803.640310 = -620188.924396
  nChanged 49
		SP:Iteration 28Q (16830.150000 sec): 3 clusters
  Score: Raw -623018.693723 + Penalty 2803.640310 = -620215.053413
  nChanged 38
		SP:Iteration 29Q (16830.160000 sec): 3 clusters
  Score: Raw -623032.542010 + Penalty 2803.640310 = -620228.901700
  nChanged 24
		SP:Iteration 30Q (16830.170000 sec): 3 clusters
  Score: Raw -623040.799029 + Penalty 2803.640310 = -620237.158720
  nChanged 22
		SP:Iteration 31Q (16830.180000 sec): 3 clusters
  Score: Raw -623047.935892 + Penalty 2803.640310 = -620244.295582
  nChanged 12
		SP:Iteration 32Q (16830.190000 sec): 3 clusters
  Score: Raw -623053.143772 + Penalty 2803.640310 = -620249.503463
  nChanged 10
		SP:Iteration 33Q (16830.200000 sec): 3 clusters
  Score: Raw -623056.792962 + Penalty 2803.640310 = -620253.152652
  nChanged 9
		SP:Iteration 34Q (16830.210000 sec): 3 clusters
  Score: Raw -623059.720904 + Penalty 2803.640310 = -620256.080594
  nChanged 5
		SP:Iteration 35Q (16830.220000 sec): 3 clusters
  Score: Raw -623061.687685 + Penalty 2803.640310 = -620258.047375
  nChanged 4
		SP:Iteration 36Q (16830.230000 sec): 3 clusters
  Score: Raw -623062.934407 + Penalty 2803.640310 = -620259.294097
  nChanged 5
		SP:Iteration 37Q (16830.250000 sec): 3 clusters
  Score: Raw -623064.507047 + Penalty 2803.640310 = -620260.866737
  nChanged 2
		SP:Iteration 38Q (16830.260000 sec): 3 clusters
  Score: Raw -623065.043718 + Penalty 2803.640310 = -620261.403408
  nChanged 2
		SP:Iteration 39Q (16830.270000 sec): 3 clusters
  Score: Raw -623065.331852 + Penalty 2803.640310 = -620261.691543
  nChanged 1
		SP:Iteration 40F (16830.280000 sec): 3 clusters
  Score: Raw -623065.488501 + Penalty 2803.640310 = -620261.848192
  nChanged 1
		SP:Iteration 41Q (16830.290000 sec): 3 clusters
  Score: Raw -623065.814680 + Penalty 2803.640310 = -620262.174370
  nChanged 2
		SP:Iteration 42Q (16830.300000 sec): 3 clusters
  Score: Raw -623066.428895 + Penalty 2803.640310 = -620262.788585
  nChanged 2
		SP:Iteration 43Q (16830.310000 sec): 3 clusters
  Score: Raw -623066.938711 + Penalty 2803.640310 = -620263.298401
  nChanged 5
		SP:Iteration 44Q (16830.330000 sec): 3 clusters
  Score: Raw -623068.113987 + Penalty 2803.640310 = -620264.473678
  nChanged 2
		SP:Iteration 45Q (16830.340000 sec): 3 clusters
  Score: Raw -623068.648262 + Penalty 2803.640310 = -620265.007953
  nChanged 2
		SP:Iteration 46Q (16830.350000 sec): 3 clusters
  Score: Raw -623068.902156 + Penalty 2803.640310 = -620265.261846
  nChanged 2
		SP:Iteration 47Q (16830.360000 sec): 3 clusters
  Score: Raw -623069.574189 + Penalty 2803.640310 = -620265.933880
  nChanged 3
		SP:Iteration 48Q (16830.370000 sec): 3 clusters
  Score: Raw -623070.283293 + Penalty 2803.640310 = -620266.642983
  nChanged 1
		SP:Iteration 49Q (16830.380000 sec): 3 clusters
  Score: Raw -623070.373075 + Penalty 2803.640310 = -620266.732765
  nChanged 0
		SP:Iteration 50F (16830.400000 sec): 3 clusters
  Score: Raw -623070.373075 + Penalty 2803.640310 = -620266.732765
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (55744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16830.560000 sec): 2 clusters
  Score: Raw -6479728.506871 + Penalty 1775.885322 = -6477952.621548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16830.700000 sec): 3 clusters
  Score: Raw -6444302.096123 + Penalty 3551.770645 = -6440750.325479
  nChanged 26359
		SP:Iteration 1F (16830.850000 sec): 3 clusters
  Score: Raw -6459339.969665 + Penalty 3551.770645 = -6455788.199021
  nChanged 2463
		SP:Iteration 2Q (16830.990000 sec): 3 clusters
  Score: Raw -6460253.767919 + Penalty 3551.770645 = -6456701.997275
  nChanged 2790
		SP:Iteration 3F (16831.130000 sec): 3 clusters
  Score: Raw -6461550.799495 + Penalty 3551.770645 = -6457999.028851
  nChanged 3134
		SP:Iteration 4F (16831.270000 sec): 3 clusters
  Score: Raw -6463284.405337 + Penalty 3551.770645 = -6459732.634693
  nChanged 3346
		SP:Iteration 5F (16831.420000 sec): 3 clusters
  Score: Raw -6465243.345038 + Penalty 3551.770645 = -6461691.574393
  nChanged 3282
		SP:Iteration 6F (16831.560000 sec): 3 clusters
  Score: Raw -6467057.081425 + Penalty 3551.770645 = -6463505.310780
  nChanged 2991
		SP:Iteration 7F (16831.700000 sec): 3 clusters
  Score: Raw -6468589.658456 + Penalty 3551.770645 = -6465037.887811
  nChanged 2581
		SP:Iteration 8Q (16831.850000 sec): 3 clusters
  Score: Raw -6469779.501048 + Penalty 3551.770645 = -6466227.730404
  nChanged 2178
		SP:Iteration 9Q (16831.990000 sec): 3 clusters
  Score: Raw -6470699.746656 + Penalty 3551.770645 = -6467147.976012
  nChanged 1915
		SP:Iteration 10Q (16832.130000 sec): 3 clusters
  Score: Raw -6471524.979014 + Penalty 3551.770645 = -6467973.208369
  nChanged 1775
		SP:Iteration 11Q (16832.270000 sec): 3 clusters
  Score: Raw -6472262.181424 + Penalty 3551.770645 = -6468710.410780
  nChanged 1585
		SP:Iteration 12Q (16832.420000 sec): 3 clusters
  Score: Raw -6472816.201492 + Penalty 3551.770645 = -6469264.430847
  nChanged 1308
		SP:Iteration 13Q (16832.560000 sec): 3 clusters
  Score: Raw -6473214.936281 + Penalty 3551.770645 = -6469663.165636
  nChanged 1126
		SP:Iteration 14Q (16832.700000 sec): 3 clusters
  Score: Raw -6473507.449495 + Penalty 3551.770645 = -6469955.678850
  nChanged 928
		SP:Iteration 15Q (16832.840000 sec): 3 clusters
  Score: Raw -6473733.493421 + Penalty 3551.770645 = -6470181.722777
  nChanged 838
		SP:Iteration 16Q (16832.980000 sec): 3 clusters
  Score: Raw -6473943.055686 + Penalty 3551.770645 = -6470391.285042
  nChanged 878
		SP:Iteration 17Q (16833.120000 sec): 3 clusters
  Score: Raw -6474198.554497 + Penalty 3551.770645 = -6470646.783852
  nChanged 970
		SP:Iteration 18Q (16833.260000 sec): 3 clusters
  Score: Raw -6474508.505454 + Penalty 3551.770645 = -6470956.734810
  nChanged 1012
		SP:Iteration 19Q (16833.400000 sec): 3 clusters
  Score: Raw -6474849.579274 + Penalty 3551.770645 = -6471297.808630
  nChanged 1073
		SP:Iteration 20F (16833.550000 sec): 3 clusters
  Score: Raw -6475257.882570 + Penalty 3551.770645 = -6471706.111925
  nChanged 1153
		SP:Iteration 21Q (16833.690000 sec): 3 clusters
  Score: Raw -6475751.807401 + Penalty 3551.770645 = -6472200.036756
  nChanged 1210
		SP:Iteration 22Q (16833.830000 sec): 3 clusters
  Score: Raw -6476311.237815 + Penalty 3551.770645 = -6472759.467170
  nChanged 1178
		SP:Iteration 23Q (16833.960000 sec): 3 clusters
  Score: Raw -6476914.394860 + Penalty 3551.770645 = -6473362.624215
  nChanged 1195
		SP:Iteration 24Q (16834.100000 sec): 3 clusters
  Score: Raw -6477575.117433 + Penalty 3551.770645 = -6474023.346789
  nChanged 1086
		SP:Iteration 25Q (16834.230000 sec): 3 clusters
  Score: Raw -6478153.286953 + Penalty 3551.770645 = -6474601.516309
  nChanged 1006
		SP:Iteration 26Q (16834.380000 sec): 3 clusters
  Score: Raw -6478617.549632 + Penalty 3551.770645 = -6475065.778987
  nChanged 837
		SP:Iteration 27Q (16834.510000 sec): 3 clusters
  Score: Raw -6478936.983667 + Penalty 3551.770645 = -6475385.213022
  nChanged 698
		SP:Iteration 28Q (16834.640000 sec): 3 clusters
  Score: Raw -6479166.527903 + Penalty 3551.770645 = -6475614.757258
  nChanged 585
		SP:Iteration 29Q (16834.770000 sec): 3 clusters
  Score: Raw -6479338.102927 + Penalty 3551.770645 = -6475786.332283
  nChanged 513
		SP:Iteration 30Q (16834.900000 sec): 3 clusters
  Score: Raw -6479472.224977 + Penalty 3551.770645 = -6475920.454332
  nChanged 435
		SP:Iteration 31Q (16835.030000 sec): 3 clusters
  Score: Raw -6479577.409493 + Penalty 3551.770645 = -6476025.638848
  nChanged 405
		SP:Iteration 32Q (16835.160000 sec): 3 clusters
  Score: Raw -6479665.080304 + Penalty 3551.770645 = -6476113.309660
  nChanged 370
		SP:Iteration 33Q (16835.290000 sec): 3 clusters
  Score: Raw -6479741.020735 + Penalty 3551.770645 = -6476189.250090
  nChanged 344
		SP:Iteration 34Q (16835.410000 sec): 3 clusters
  Score: Raw -6479809.437547 + Penalty 3551.770645 = -6476257.666902
  nChanged 299
		SP:Iteration 35Q (16835.540000 sec): 3 clusters
  Score: Raw -6479861.234129 + Penalty 3551.770645 = -6476309.463485
  nChanged 241
		SP:Iteration 36Q (16835.660000 sec): 3 clusters
  Score: Raw -6479897.381831 + Penalty 3551.770645 = -6476345.611186
  nChanged 223
		SP:Iteration 37Q (16835.790000 sec): 3 clusters
  Score: Raw -6479933.522501 + Penalty 3551.770645 = -6476381.751856
  nChanged 220
		SP:Iteration 38Q (16835.910000 sec): 3 clusters
  Score: Raw -6479964.885149 + Penalty 3551.770645 = -6476413.114505
  nChanged 190
		SP:Iteration 39Q (16836.030000 sec): 3 clusters
  Score: Raw -6479989.223423 + Penalty 3551.770645 = -6476437.452778
  nChanged 168
		SP:Iteration 40F (16836.180000 sec): 3 clusters
  Score: Raw -6480014.498369 + Penalty 3551.770645 = -6476462.727724
  nChanged 154
		SP:Iteration 41Q (16836.300000 sec): 3 clusters
  Score: Raw -6480035.270902 + Penalty 3551.770645 = -6476483.500258
  nChanged 149
		SP:Iteration 42Q (16836.430000 sec): 3 clusters
  Score: Raw -6480052.640764 + Penalty 3551.770645 = -6476500.870119
  nChanged 135
		SP:Iteration 43Q (16836.550000 sec): 3 clusters
  Score: Raw -6480067.338095 + Penalty 3551.770645 = -6476515.567451
  nChanged 123
		SP:Iteration 44Q (16836.670000 sec): 3 clusters
  Score: Raw -6480078.767899 + Penalty 3551.770645 = -6476526.997255
  nChanged 89
		SP:Iteration 45Q (16836.790000 sec): 3 clusters
  Score: Raw -6480086.338735 + Penalty 3551.770645 = -6476534.568091
  nChanged 98
		SP:Iteration 46Q (16836.910000 sec): 3 clusters
  Score: Raw -6480094.573049 + Penalty 3551.770645 = -6476542.802405
  nChanged 97
		SP:Iteration 47Q (16837.040000 sec): 3 clusters
  Score: Raw -6480103.535585 + Penalty 3551.770645 = -6476551.764940
  nChanged 98
		SP:Iteration 48Q (16837.160000 sec): 3 clusters
  Score: Raw -6480111.861374 + Penalty 3551.770645 = -6476560.090729
  nChanged 84
		SP:Iteration 49Q (16837.280000 sec): 3 clusters
  Score: Raw -6480119.635826 + Penalty 3551.770645 = -6476567.865181
  nChanged 88
		SP:Iteration 50Q (16837.400000 sec): 3 clusters
  Score: Raw -6480127.409979 + Penalty 3551.770645 = -6476575.639335
  nChanged 86
		SP:Iteration 51Q (16837.520000 sec): 3 clusters
  Score: Raw -6480135.253330 + Penalty 3551.770645 = -6476583.482686
  nChanged 84
		SP:Iteration 52Q (16837.640000 sec): 3 clusters
  Score: Raw -6480144.275672 + Penalty 3551.770645 = -6476592.505027
  nChanged 74
		SP:Iteration 53Q (16837.770000 sec): 3 clusters
  Score: Raw -6480151.408988 + Penalty 3551.770645 = -6476599.638344
  nChanged 80
		SP:Iteration 54Q (16837.880000 sec): 3 clusters
  Score: Raw -6480158.077304 + Penalty 3551.770645 = -6476606.306659
  nChanged 64
		SP:Iteration 55Q (16838.000000 sec): 3 clusters
  Score: Raw -6480163.517874 + Penalty 3551.770645 = -6476611.747229
  nChanged 68
		SP:Iteration 56Q (16838.120000 sec): 3 clusters
  Score: Raw -6480169.272844 + Penalty 3551.770645 = -6476617.502199
  nChanged 73
		SP:Iteration 57Q (16838.240000 sec): 3 clusters
  Score: Raw -6480175.379909 + Penalty 3551.770645 = -6476623.609264
  nChanged 73
		SP:Iteration 58Q (16838.360000 sec): 3 clusters
  Score: Raw -6480180.802943 + Penalty 3551.770645 = -6476629.032299
  nChanged 62
		SP:Iteration 59Q (16838.480000 sec): 3 clusters
  Score: Raw -6480184.743417 + Penalty 3551.770645 = -6476632.972773
  nChanged 52
		SP:Iteration 60F (16838.620000 sec): 3 clusters
  Score: Raw -6480188.403102 + Penalty 3551.770645 = -6476636.632458
  nChanged 50
		SP:Iteration 61Q (16838.740000 sec): 3 clusters
  Score: Raw -6480192.240539 + Penalty 3551.770645 = -6476640.469895
  nChanged 54
		SP:Iteration 62Q (16838.860000 sec): 3 clusters
  Score: Raw -6480197.097889 + Penalty 3551.770645 = -6476645.327244
  nChanged 57
		SP:Iteration 63Q (16838.970000 sec): 3 clusters
  Score: Raw -6480202.084021 + Penalty 3551.770645 = -6476650.313377
  nChanged 50
		SP:Iteration 64Q (16839.090000 sec): 3 clusters
  Score: Raw -6480205.224799 + Penalty 3551.770645 = -6476653.454155
  nChanged 44
		SP:Iteration 65Q (16839.210000 sec): 3 clusters
  Score: Raw -6480208.009554 + Penalty 3551.770645 = -6476656.238909
  nChanged 50
		SP:Iteration 66Q (16839.330000 sec): 3 clusters
  Score: Raw -6480212.529321 + Penalty 3551.770645 = -6476660.758677
  nChanged 58
		SP:Iteration 67Q (16839.450000 sec): 3 clusters
  Score: Raw -6480217.206346 + Penalty 3551.770645 = -6476665.435702
  nChanged 50
		SP:Iteration 68Q (16839.570000 sec): 3 clusters
  Score: Raw -6480220.786071 + Penalty 3551.770645 = -6476669.015427
  nChanged 41
		SP:Iteration 69Q (16839.690000 sec): 3 clusters
  Score: Raw -6480223.279107 + Penalty 3551.770645 = -6476671.508462
  nChanged 27
		SP:Iteration 70Q (16839.810000 sec): 3 clusters
  Score: Raw -6480224.874561 + Penalty 3551.770645 = -6476673.103917
  nChanged 27
		SP:Iteration 71Q (16839.930000 sec): 3 clusters
  Score: Raw -6480226.366871 + Penalty 3551.770645 = -6476674.596227
  nChanged 25
		SP:Iteration 72Q (16840.050000 sec): 3 clusters
  Score: Raw -6480227.933800 + Penalty 3551.770645 = -6476676.163156
  nChanged 30
		SP:Iteration 73Q (16840.170000 sec): 3 clusters
  Score: Raw -6480230.117313 + Penalty 3551.770645 = -6476678.346669
  nChanged 39
		SP:Iteration 74Q (16840.290000 sec): 3 clusters
  Score: Raw -6480232.312211 + Penalty 3551.770645 = -6476680.541567
  nChanged 30
		SP:Iteration 75Q (16840.400000 sec): 3 clusters
  Score: Raw -6480233.884117 + Penalty 3551.770645 = -6476682.113472
  nChanged 24
		SP:Iteration 76Q (16840.520000 sec): 3 clusters
  Score: Raw -6480235.104006 + Penalty 3551.770645 = -6476683.333362
  nChanged 18
		SP:Iteration 77Q (16840.640000 sec): 3 clusters
  Score: Raw -6480236.248886 + Penalty 3551.770645 = -6476684.478242
  nChanged 17
		SP:Iteration 78Q (16840.750000 sec): 3 clusters
  Score: Raw -6480237.652601 + Penalty 3551.770645 = -6476685.881957
  nChanged 16
		SP:Iteration 79Q (16840.870000 sec): 3 clusters
  Score: Raw -6480238.467946 + Penalty 3551.770645 = -6476686.697301
  nChanged 15
		SP:Iteration 80F (16841.020000 sec): 3 clusters
  Score: Raw -6480239.142010 + Penalty 3551.770645 = -6476687.371366
  nChanged 12
		SP:Iteration 81Q (16841.140000 sec): 3 clusters
  Score: Raw -6480239.801258 + Penalty 3551.770645 = -6476688.030613
  nChanged 16
		SP:Iteration 82Q (16841.260000 sec): 3 clusters
  Score: Raw -6480240.643476 + Penalty 3551.770645 = -6476688.872832
  nChanged 25
		SP:Iteration 83Q (16841.380000 sec): 3 clusters
  Score: Raw -6480242.374349 + Penalty 3551.770645 = -6476690.603704
  nChanged 21
		SP:Iteration 84Q (16841.500000 sec): 3 clusters
  Score: Raw -6480243.637194 + Penalty 3551.770645 = -6476691.866549
  nChanged 15
		SP:Iteration 85Q (16841.620000 sec): 3 clusters
  Score: Raw -6480244.141140 + Penalty 3551.770645 = -6476692.370495
  nChanged 7
		SP:Iteration 86Q (16841.740000 sec): 3 clusters
  Score: Raw -6480244.359721 + Penalty 3551.770645 = -6476692.589077
  nChanged 2
		SP:Iteration 87Q (16841.860000 sec): 3 clusters
  Score: Raw -6480244.424167 + Penalty 3551.770645 = -6476692.653522
  nChanged 3
		SP:Iteration 88Q (16841.970000 sec): 3 clusters
  Score: Raw -6480244.535895 + Penalty 3551.770645 = -6476692.765250
  nChanged 4
		SP:Iteration 89Q (16842.090000 sec): 3 clusters
  Score: Raw -6480244.730829 + Penalty 3551.770645 = -6476692.960184
  nChanged 5
		SP:Iteration 90Q (16842.210000 sec): 3 clusters
  Score: Raw -6480244.988646 + Penalty 3551.770645 = -6476693.218001
  nChanged 4
		SP:Iteration 91Q (16842.330000 sec): 3 clusters
  Score: Raw -6480245.428039 + Penalty 3551.770645 = -6476693.657394
  nChanged 14
		SP:Iteration 92Q (16842.440000 sec): 3 clusters
  Score: Raw -6480246.488102 + Penalty 3551.770645 = -6476694.717457
  nChanged 15
		SP:Iteration 93Q (16842.560000 sec): 3 clusters
  Score: Raw -6480247.290648 + Penalty 3551.770645 = -6476695.520003
  nChanged 14
		SP:Iteration 94Q (16842.680000 sec): 3 clusters
  Score: Raw -6480247.806817 + Penalty 3551.770645 = -6476696.036172
  nChanged 10
		SP:Iteration 95Q (16842.800000 sec): 3 clusters
  Score: Raw -6480248.211961 + Penalty 3551.770645 = -6476696.441316
  nChanged 15
		SP:Iteration 96Q (16842.910000 sec): 3 clusters
  Score: Raw -6480248.966533 + Penalty 3551.770645 = -6476697.195888
  nChanged 16
		SP:Iteration 97Q (16843.030000 sec): 3 clusters
  Score: Raw -6480249.742639 + Penalty 3551.770645 = -6476697.971995
  nChanged 8
		SP:Iteration 98Q (16843.150000 sec): 3 clusters
  Score: Raw -6480250.115068 + Penalty 3551.770645 = -6476698.344424
  nChanged 11
		SP:Iteration 99Q (16843.270000 sec): 3 clusters
  Score: Raw -6480250.671531 + Penalty 3551.770645 = -6476698.900887
  nChanged 11
		SP:Iteration 100F (16843.410000 sec): 3 clusters
  Score: Raw -6480251.162054 + Penalty 3551.770645 = -6476699.391410
  nChanged 7
		SP:Iteration 101Q (16843.530000 sec): 3 clusters
  Score: Raw -6480251.626837 + Penalty 3551.770645 = -6476699.856192
  nChanged 8
		SP:Iteration 102Q (16843.650000 sec): 3 clusters
  Score: Raw -6480251.938146 + Penalty 3551.770645 = -6476700.167502
  nChanged 8
		SP:Iteration 103Q (16843.760000 sec): 3 clusters
  Score: Raw -6480252.243661 + Penalty 3551.770645 = -6476700.473016
  nChanged 12
		SP:Iteration 104Q (16843.880000 sec): 3 clusters
  Score: Raw -6480252.852753 + Penalty 3551.770645 = -6476701.082108
  nChanged 12
		SP:Iteration 105Q (16844.000000 sec): 3 clusters
  Score: Raw -6480253.362181 + Penalty 3551.770645 = -6476701.591537
  nChanged 8
		SP:Iteration 106Q (16844.110000 sec): 3 clusters
  Score: Raw -6480253.864797 + Penalty 3551.770645 = -6476702.094153
  nChanged 15
		SP:Iteration 107Q (16844.230000 sec): 3 clusters
  Score: Raw -6480254.698688 + Penalty 3551.770645 = -6476702.928044
  nChanged 16
		SP:Iteration 108Q (16844.350000 sec): 3 clusters
  Score: Raw -6480255.668372 + Penalty 3551.770645 = -6476703.897727
  nChanged 14
		SP:Iteration 109Q (16844.470000 sec): 3 clusters
  Score: Raw -6480256.210911 + Penalty 3551.770645 = -6476704.440267
  nChanged 10
		SP:Iteration 110Q (16844.580000 sec): 3 clusters
  Score: Raw -6480256.620213 + Penalty 3551.770645 = -6476704.849568
  nChanged 5
		SP:Iteration 111Q (16844.700000 sec): 3 clusters
  Score: Raw -6480256.845729 + Penalty 3551.770645 = -6476705.075084
  nChanged 6
		SP:Iteration 112Q (16844.820000 sec): 3 clusters
  Score: Raw -6480257.113641 + Penalty 3551.770645 = -6476705.342996
  nChanged 4
		SP:Iteration 113Q (16844.930000 sec): 3 clusters
  Score: Raw -6480257.269925 + Penalty 3551.770645 = -6476705.499281
  nChanged 3
		SP:Iteration 114Q (16845.050000 sec): 3 clusters
  Score: Raw -6480257.377751 + Penalty 3551.770645 = -6476705.607107
  nChanged 4
		SP:Iteration 115Q (16845.170000 sec): 3 clusters
  Score: Raw -6480257.544618 + Penalty 3551.770645 = -6476705.773973
  nChanged 0
		SP:Iteration 116F (16845.320000 sec): 3 clusters
  Score: Raw -6480257.544618 + Penalty 3551.770645 = -6476705.773973
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (105699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16845.590000 sec): 2 clusters
  Score: Raw -12107443.312487 + Penalty 1879.856991 = -12105563.455497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16845.870000 sec): 3 clusters
  Score: Raw -12038682.449345 + Penalty 3759.713981 = -12034922.735364
  nChanged 50686
		SP:Iteration 1F (16846.150000 sec): 3 clusters
  Score: Raw -12069081.228742 + Penalty 3759.713981 = -12065321.514761
  nChanged 5343
		SP:Iteration 2F (16846.420000 sec): 3 clusters
  Score: Raw -12071469.095417 + Penalty 3759.713981 = -12067709.381436
  nChanged 6571
		SP:Iteration 3F (16846.700000 sec): 3 clusters
  Score: Raw -12075044.876980 + Penalty 3759.713981 = -12071285.162999
  nChanged 7694
		SP:Iteration 4F (16846.980000 sec): 3 clusters
  Score: Raw -12080029.641771 + Penalty 3759.713981 = -12076269.927789
  nChanged 8349
		SP:Iteration 5F (16847.260000 sec): 3 clusters
  Score: Raw -12086413.793118 + Penalty 3759.713981 = -12082654.079137
  nChanged 8087
		SP:Iteration 6F (16847.530000 sec): 3 clusters
  Score: Raw -12093295.629076 + Penalty 3759.713981 = -12089535.915095
  nChanged 6725
		SP:Iteration 7F (16847.800000 sec): 3 clusters
  Score: Raw -12099276.242260 + Penalty 3759.713981 = -12095516.528279
  nChanged 4772
		SP:Iteration 8Q (16848.080000 sec): 3 clusters
  Score: Raw -12103484.481926 + Penalty 3759.713981 = -12099724.767945
  nChanged 2994
		SP:Iteration 9Q (16848.350000 sec): 3 clusters
  Score: Raw -12106023.952110 + Penalty 3759.713981 = -12102264.238129
  nChanged 1594
		SP:Iteration 10Q (16848.600000 sec): 3 clusters
  Score: Raw -12107315.381944 + Penalty 3759.713981 = -12103555.667963
  nChanged 820
		SP:Iteration 11Q (16848.830000 sec): 3 clusters
  Score: Raw -12108022.564124 + Penalty 3759.713981 = -12104262.850143
  nChanged 384
		SP:Iteration 12Q (16849.050000 sec): 3 clusters
  Score: Raw -12108373.106700 + Penalty 3759.713981 = -12104613.392718
  nChanged 217
		SP:Iteration 13Q (16849.250000 sec): 3 clusters
  Score: Raw -12108578.949420 + Penalty 3759.713981 = -12104819.235439
  nChanged 141
		SP:Iteration 14Q (16849.450000 sec): 3 clusters
  Score: Raw -12108707.713471 + Penalty 3759.713981 = -12104947.999490
  nChanged 104
		SP:Iteration 15Q (16849.650000 sec): 3 clusters
  Score: Raw -12108805.515438 + Penalty 3759.713981 = -12105045.801457
  nChanged 98
		SP:Iteration 16Q (16849.840000 sec): 3 clusters
  Score: Raw -12108870.108622 + Penalty 3759.713981 = -12105110.394640
  nChanged 60
		SP:Iteration 17Q (16850.040000 sec): 3 clusters
  Score: Raw -12108900.898284 + Penalty 3759.713981 = -12105141.184302
  nChanged 49
		SP:Iteration 18Q (16850.230000 sec): 3 clusters
  Score: Raw -12108916.927053 + Penalty 3759.713981 = -12105157.213072
  nChanged 32
		SP:Iteration 19Q (16850.430000 sec): 3 clusters
  Score: Raw -12108929.693969 + Penalty 3759.713981 = -12105169.979988
  nChanged 23
		SP:Iteration 20F (16850.700000 sec): 3 clusters
  Score: Raw -12108937.693002 + Penalty 3759.713981 = -12105177.979021
  nChanged 13
		SP:Iteration 21Q (16850.890000 sec): 3 clusters
  Score: Raw -12108942.620412 + Penalty 3759.713981 = -12105182.906431
  nChanged 10
		SP:Iteration 22Q (16851.090000 sec): 3 clusters
  Score: Raw -12108947.055918 + Penalty 3759.713981 = -12105187.341937
  nChanged 10
		SP:Iteration 23Q (16851.290000 sec): 3 clusters
  Score: Raw -12108950.140902 + Penalty 3759.713981 = -12105190.426921
  nChanged 7
		SP:Iteration 24Q (16851.480000 sec): 3 clusters
  Score: Raw -12108952.514672 + Penalty 3759.713981 = -12105192.800691
  nChanged 4
		SP:Iteration 25Q (16851.670000 sec): 3 clusters
  Score: Raw -12108953.788749 + Penalty 3759.713981 = -12105194.074768
  nChanged 4
		SP:Iteration 26Q (16851.870000 sec): 3 clusters
  Score: Raw -12108954.735764 + Penalty 3759.713981 = -12105195.021783
  nChanged 3
		SP:Iteration 27Q (16852.060000 sec): 3 clusters
  Score: Raw -12108955.842627 + Penalty 3759.713981 = -12105196.128646
  nChanged 4
		SP:Iteration 28Q (16852.260000 sec): 3 clusters
  Score: Raw -12108958.692541 + Penalty 3759.713981 = -12105198.978560
  nChanged 11
		SP:Iteration 29Q (16852.450000 sec): 3 clusters
  Score: Raw -12108962.469932 + Penalty 3759.713981 = -12105202.755951
  nChanged 11
		SP:Iteration 30Q (16852.650000 sec): 3 clusters
  Score: Raw -12108966.291839 + Penalty 3759.713981 = -12105206.577858
  nChanged 13
		SP:Iteration 31Q (16852.840000 sec): 3 clusters
  Score: Raw -12108970.885822 + Penalty 3759.713981 = -12105211.171841
  nChanged 13
		SP:Iteration 32Q (16853.040000 sec): 3 clusters
  Score: Raw -12108974.083249 + Penalty 3759.713981 = -12105214.369268
  nChanged 12
		SP:Iteration 33Q (16853.230000 sec): 3 clusters
  Score: Raw -12108976.792579 + Penalty 3759.713981 = -12105217.078598
  nChanged 8
		SP:Iteration 34Q (16853.430000 sec): 3 clusters
  Score: Raw -12108979.256064 + Penalty 3759.713981 = -12105219.542083
  nChanged 11
		SP:Iteration 35Q (16853.630000 sec): 3 clusters
  Score: Raw -12108982.502751 + Penalty 3759.713981 = -12105222.788770
  nChanged 10
		SP:Iteration 36Q (16853.820000 sec): 3 clusters
  Score: Raw -12108984.897271 + Penalty 3759.713981 = -12105225.183290
  nChanged 8
		SP:Iteration 37Q (16854.020000 sec): 3 clusters
  Score: Raw -12108986.537175 + Penalty 3759.713981 = -12105226.823194
  nChanged 5
		SP:Iteration 38Q (16854.210000 sec): 3 clusters
  Score: Raw -12108988.736967 + Penalty 3759.713981 = -12105229.022986
  nChanged 7
		SP:Iteration 39Q (16854.400000 sec): 3 clusters
  Score: Raw -12108993.837144 + Penalty 3759.713981 = -12105234.123163
  nChanged 13
		SP:Iteration 40F (16854.670000 sec): 3 clusters
  Score: Raw -12108998.754771 + Penalty 3759.713981 = -12105239.040790
  nChanged 13
		SP:Iteration 41Q (16854.850000 sec): 3 clusters
  Score: Raw -12109004.901834 + Penalty 3759.713981 = -12105245.187853
  nChanged 10
		SP:Iteration 42Q (16855.040000 sec): 3 clusters
  Score: Raw -12109008.283240 + Penalty 3759.713981 = -12105248.569259
  nChanged 8
		SP:Iteration 43Q (16855.220000 sec): 3 clusters
  Score: Raw -12109009.643392 + Penalty 3759.713981 = -12105249.929411
  nChanged 4
		SP:Iteration 44Q (16855.400000 sec): 3 clusters
  Score: Raw -12109010.815743 + Penalty 3759.713981 = -12105251.101762
  nChanged 1
		SP:Iteration 45Q (16855.590000 sec): 3 clusters
  Score: Raw -12109010.960650 + Penalty 3759.713981 = -12105251.246669
  nChanged 1
		SP:Iteration 46Q (16855.770000 sec): 3 clusters
  Score: Raw -12109011.227656 + Penalty 3759.713981 = -12105251.513675
  nChanged 1
		SP:Iteration 47Q (16855.960000 sec): 3 clusters
  Score: Raw -12109011.365029 + Penalty 3759.713981 = -12105251.651048
  nChanged 1
		SP:Iteration 48Q (16856.140000 sec): 3 clusters
  Score: Raw -12109011.487000 + Penalty 3759.713981 = -12105251.773019
  nChanged 0
		SP:Iteration 49F (16856.400000 sec): 3 clusters
  Score: Raw -12109011.487000 + Penalty 3759.713981 = -12105251.773019
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16856.460000 sec): 2 clusters
  Score: Raw -490710.218428 + Penalty 1367.535542 = -489342.682886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16856.470000 sec): 3 clusters
  Score: Raw -488460.191742 + Penalty 2735.071084 = -485725.120658
  nChanged 1779
		SP:Iteration 1F (16856.480000 sec): 3 clusters
  Score: Raw -489460.054023 + Penalty 2735.071084 = -486724.982939
  nChanged 333
		SP:Iteration 2F (16856.490000 sec): 3 clusters
  Score: Raw -489673.368667 + Penalty 2735.071084 = -486938.297583
  nChanged 262
		SP:Iteration 3F (16856.500000 sec): 3 clusters
  Score: Raw -489846.023040 + Penalty 2735.071084 = -487110.951956
  nChanged 255
		SP:Iteration 4F (16856.510000 sec): 3 clusters
  Score: Raw -490037.462631 + Penalty 2735.071084 = -487302.391547
  nChanged 232
		SP:Iteration 5F (16856.520000 sec): 3 clusters
  Score: Raw -490242.482941 + Penalty 2735.071084 = -487507.411857
  nChanged 238
		SP:Iteration 6F (16856.540000 sec): 3 clusters
  Score: Raw -490457.899629 + Penalty 2735.071084 = -487722.828545
  nChanged 231
		SP:Iteration 7F (16856.550000 sec): 3 clusters
  Score: Raw -490678.353958 + Penalty 2735.071084 = -487943.282874
  nChanged 210
		SP:Iteration 8Q (16856.560000 sec): 3 clusters
  Score: Raw -490848.160388 + Penalty 2735.071084 = -488113.089304
  nChanged 170
		SP:Iteration 9Q (16856.570000 sec): 3 clusters
  Score: Raw -490967.584470 + Penalty 2735.071084 = -488232.513386
  nChanged 145
		SP:Iteration 10Q (16856.580000 sec): 3 clusters
  Score: Raw -491066.261942 + Penalty 2735.071084 = -488331.190858
  nChanged 127
		SP:Iteration 11Q (16856.590000 sec): 3 clusters
  Score: Raw -491140.236044 + Penalty 2735.071084 = -488405.164960
  nChanged 93
		SP:Iteration 12Q (16856.600000 sec): 3 clusters
  Score: Raw -491189.304616 + Penalty 2735.071084 = -488454.233532
  nChanged 74
		SP:Iteration 13Q (16856.610000 sec): 3 clusters
  Score: Raw -491232.148124 + Penalty 2735.071084 = -488497.077040
  nChanged 76
		SP:Iteration 14Q (16856.620000 sec): 3 clusters
  Score: Raw -491281.241304 + Penalty 2735.071084 = -488546.170220
  nChanged 76
		SP:Iteration 15Q (16856.630000 sec): 3 clusters
  Score: Raw -491337.327284 + Penalty 2735.071084 = -488602.256200
  nChanged 103
		SP:Iteration 16Q (16856.640000 sec): 3 clusters
  Score: Raw -491423.147495 + Penalty 2735.071084 = -488688.076411
  nChanged 97
		SP:Iteration 17Q (16856.650000 sec): 3 clusters
  Score: Raw -491517.703696 + Penalty 2735.071084 = -488782.632612
  nChanged 94
		SP:Iteration 18Q (16856.660000 sec): 3 clusters
  Score: Raw -491608.284664 + Penalty 2735.071084 = -488873.213580
  nChanged 80
		SP:Iteration 19Q (16856.670000 sec): 3 clusters
  Score: Raw -491688.275071 + Penalty 2735.071084 = -488953.203987
  nChanged 74
		SP:Iteration 20F (16856.680000 sec): 3 clusters
  Score: Raw -491763.864898 + Penalty 2735.071084 = -489028.793814
  nChanged 61
		SP:Iteration 21Q (16856.690000 sec): 3 clusters
  Score: Raw -491812.879718 + Penalty 2735.071084 = -489077.808634
  nChanged 50
		SP:Iteration 22Q (16856.700000 sec): 3 clusters
  Score: Raw -491853.728699 + Penalty 2735.071084 = -489118.657615
  nChanged 37
		SP:Iteration 23Q (16856.700000 sec): 3 clusters
  Score: Raw -491872.086756 + Penalty 2735.071084 = -489137.015672
  nChanged 24
		SP:Iteration 24Q (16856.720000 sec): 3 clusters
  Score: Raw -491885.227478 + Penalty 2735.071084 = -489150.156394
  nChanged 23
		SP:Iteration 25Q (16856.720000 sec): 3 clusters
  Score: Raw -491895.033581 + Penalty 2735.071084 = -489159.962497
  nChanged 25
		SP:Iteration 26Q (16856.730000 sec): 3 clusters
  Score: Raw -491904.548215 + Penalty 2735.071084 = -489169.477131
  nChanged 18
		SP:Iteration 27Q (16856.740000 sec): 3 clusters
  Score: Raw -491910.810589 + Penalty 2735.071084 = -489175.739505
  nChanged 17
		SP:Iteration 28Q (16856.750000 sec): 3 clusters
  Score: Raw -491917.579169 + Penalty 2735.071084 = -489182.508085
  nChanged 9
		SP:Iteration 29Q (16856.760000 sec): 3 clusters
  Score: Raw -491920.818049 + Penalty 2735.071084 = -489185.746965
  nChanged 8
		SP:Iteration 30Q (16856.770000 sec): 3 clusters
  Score: Raw -491924.328682 + Penalty 2735.071084 = -489189.257598
  nChanged 5
		SP:Iteration 31Q (16856.780000 sec): 3 clusters
  Score: Raw -491925.599308 + Penalty 2735.071084 = -489190.528223
  nChanged 2
		SP:Iteration 32Q (16856.780000 sec): 3 clusters
  Score: Raw -491926.411404 + Penalty 2735.071084 = -489191.340320
  nChanged 3
		SP:Iteration 33Q (16856.800000 sec): 3 clusters
  Score: Raw -491927.328681 + Penalty 2735.071084 = -489192.257596
  nChanged 2
		SP:Iteration 34Q (16856.800000 sec): 3 clusters
  Score: Raw -491928.457465 + Penalty 2735.071084 = -489193.386381
  nChanged 3
		SP:Iteration 35Q (16856.810000 sec): 3 clusters
  Score: Raw -491930.350683 + Penalty 2735.071084 = -489195.279599
  nChanged 4
		SP:Iteration 36Q (16856.820000 sec): 3 clusters
  Score: Raw -491932.120210 + Penalty 2735.071084 = -489197.049125
  nChanged 5
		SP:Iteration 37Q (16856.830000 sec): 3 clusters
  Score: Raw -491933.495603 + Penalty 2735.071084 = -489198.424519
  nChanged 4
		SP:Iteration 38Q (16856.840000 sec): 3 clusters
  Score: Raw -491935.000904 + Penalty 2735.071084 = -489199.929820
  nChanged 5
		SP:Iteration 39Q (16856.840000 sec): 3 clusters
  Score: Raw -491936.349704 + Penalty 2735.071084 = -489201.278620
  nChanged 5
		SP:Iteration 40F (16856.860000 sec): 3 clusters
  Score: Raw -491937.865134 + Penalty 2735.071084 = -489202.794050
  nChanged 1
		SP:Iteration 41Q (16856.860000 sec): 3 clusters
  Score: Raw -491938.278536 + Penalty 2735.071084 = -489203.207452
  nChanged 2
		SP:Iteration 42Q (16856.870000 sec): 3 clusters
  Score: Raw -491938.725946 + Penalty 2735.071084 = -489203.654862
  nChanged 1
		SP:Iteration 43Q (16856.880000 sec): 3 clusters
  Score: Raw -491938.973927 + Penalty 2735.071084 = -489203.902843
  nChanged 1
		SP:Iteration 44Q (16856.890000 sec): 3 clusters
  Score: Raw -491939.088032 + Penalty 2735.071084 = -489204.016948
  nChanged 0
		SP:Iteration 45F (16856.900000 sec): 3 clusters
  Score: Raw -491939.088032 + Penalty 2735.071084 = -489204.016948
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16856.940000 sec): 2 clusters
  Score: Raw -1498732.830469 + Penalty 1535.712373 = -1497197.118096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16856.970000 sec): 3 clusters
  Score: Raw -1491387.715652 + Penalty 3071.424745 = -1488316.290906
  nChanged 5576
		SP:Iteration 1F (16857.000000 sec): 3 clusters
  Score: Raw -1494422.310880 + Penalty 3071.424745 = -1491350.886135
  nChanged 831
		SP:Iteration 2F (16857.030000 sec): 3 clusters
  Score: Raw -1494833.012895 + Penalty 3071.424745 = -1491761.588150
  nChanged 772
		SP:Iteration 3F (16857.060000 sec): 3 clusters
  Score: Raw -1495214.739608 + Penalty 3071.424745 = -1492143.314863
  nChanged 701
		SP:Iteration 4F (16857.090000 sec): 3 clusters
  Score: Raw -1495566.504874 + Penalty 3071.424745 = -1492495.080128
  nChanged 661
		SP:Iteration 5F (16857.120000 sec): 3 clusters
  Score: Raw -1495892.823932 + Penalty 3071.424745 = -1492821.399187
  nChanged 569
		SP:Iteration 6Q (16857.150000 sec): 3 clusters
  Score: Raw -1496152.951307 + Penalty 3071.424745 = -1493081.526561
  nChanged 487
		SP:Iteration 7Q (16857.180000 sec): 3 clusters
  Score: Raw -1496350.679698 + Penalty 3071.424745 = -1493279.254952
  nChanged 466
		SP:Iteration 8Q (16857.210000 sec): 3 clusters
  Score: Raw -1496535.438341 + Penalty 3071.424745 = -1493464.013596
  nChanged 403
		SP:Iteration 9Q (16857.240000 sec): 3 clusters
  Score: Raw -1496675.212172 + Penalty 3071.424745 = -1493603.787426
  nChanged 350
		SP:Iteration 10Q (16857.270000 sec): 3 clusters
  Score: Raw -1496774.768166 + Penalty 3071.424745 = -1493703.343420
  nChanged 268
		SP:Iteration 11Q (16857.300000 sec): 3 clusters
  Score: Raw -1496838.228036 + Penalty 3071.424745 = -1493766.803290
  nChanged 206
		SP:Iteration 12Q (16857.340000 sec): 3 clusters
  Score: Raw -1496882.466021 + Penalty 3071.424745 = -1493811.041275
  nChanged 167
		SP:Iteration 13Q (16857.360000 sec): 3 clusters
  Score: Raw -1496913.606292 + Penalty 3071.424745 = -1493842.181546
  nChanged 138
		SP:Iteration 14Q (16857.400000 sec): 3 clusters
  Score: Raw -1496936.358083 + Penalty 3071.424745 = -1493864.933338
  nChanged 122
		SP:Iteration 15Q (16857.430000 sec): 3 clusters
  Score: Raw -1496957.451649 + Penalty 3071.424745 = -1493886.026904
  nChanged 96
		SP:Iteration 16Q (16857.460000 sec): 3 clusters
  Score: Raw -1496974.738062 + Penalty 3071.424745 = -1493903.313317
  nChanged 97
		SP:Iteration 17Q (16857.490000 sec): 3 clusters
  Score: Raw -1496992.248201 + Penalty 3071.424745 = -1493920.823455
  nChanged 95
		SP:Iteration 18Q (16857.520000 sec): 3 clusters
  Score: Raw -1497009.393941 + Penalty 3071.424745 = -1493937.969196
  nChanged 86
		SP:Iteration 19Q (16857.550000 sec): 3 clusters
  Score: Raw -1497024.508217 + Penalty 3071.424745 = -1493953.083472
  nChanged 76
		SP:Iteration 20F (16857.580000 sec): 3 clusters
  Score: Raw -1497036.205880 + Penalty 3071.424745 = -1493964.781135
  nChanged 68
		SP:Iteration 21Q (16857.620000 sec): 3 clusters
  Score: Raw -1497047.546990 + Penalty 3071.424745 = -1493976.122244
  nChanged 68
		SP:Iteration 22Q (16857.660000 sec): 3 clusters
  Score: Raw -1497060.624381 + Penalty 3071.424745 = -1493989.199636
  nChanged 86
		SP:Iteration 23Q (16857.690000 sec): 3 clusters
  Score: Raw -1497079.516806 + Penalty 3071.424745 = -1494008.092061
  nChanged 87
		SP:Iteration 24Q (16857.710000 sec): 3 clusters
  Score: Raw -1497099.102866 + Penalty 3071.424745 = -1494027.678121
  nChanged 89
		SP:Iteration 25Q (16857.740000 sec): 3 clusters
  Score: Raw -1497123.239312 + Penalty 3071.424745 = -1494051.814566
  nChanged 108
		SP:Iteration 26Q (16857.770000 sec): 3 clusters
  Score: Raw -1497154.982391 + Penalty 3071.424745 = -1494083.557645
  nChanged 114
		SP:Iteration 27Q (16857.800000 sec): 3 clusters
  Score: Raw -1497183.781103 + Penalty 3071.424745 = -1494112.356358
  nChanged 126
		SP:Iteration 28Q (16857.840000 sec): 3 clusters
  Score: Raw -1497214.436649 + Penalty 3071.424745 = -1494143.011904
  nChanged 138
		SP:Iteration 29Q (16857.860000 sec): 3 clusters
  Score: Raw -1497243.298241 + Penalty 3071.424745 = -1494171.873495
  nChanged 118
		SP:Iteration 30Q (16857.900000 sec): 3 clusters
  Score: Raw -1497265.679235 + Penalty 3071.424745 = -1494194.254490
  nChanged 111
		SP:Iteration 31Q (16857.920000 sec): 3 clusters
  Score: Raw -1497286.731879 + Penalty 3071.424745 = -1494215.307134
  nChanged 102
		SP:Iteration 32Q (16857.960000 sec): 3 clusters
  Score: Raw -1497306.550694 + Penalty 3071.424745 = -1494235.125948
  nChanged 105
		SP:Iteration 33Q (16857.980000 sec): 3 clusters
  Score: Raw -1497324.974021 + Penalty 3071.424745 = -1494253.549275
  nChanged 98
		SP:Iteration 34Q (16858.020000 sec): 3 clusters
  Score: Raw -1497341.571982 + Penalty 3071.424745 = -1494270.147237
  nChanged 95
		SP:Iteration 35Q (16858.040000 sec): 3 clusters
  Score: Raw -1497358.625139 + Penalty 3071.424745 = -1494287.200394
  nChanged 109
		SP:Iteration 36Q (16858.080000 sec): 3 clusters
  Score: Raw -1497376.547189 + Penalty 3071.424745 = -1494305.122443
  nChanged 104
		SP:Iteration 37Q (16858.100000 sec): 3 clusters
  Score: Raw -1497394.001920 + Penalty 3071.424745 = -1494322.577175
  nChanged 107
		SP:Iteration 38Q (16858.140000 sec): 3 clusters
  Score: Raw -1497413.080529 + Penalty 3071.424745 = -1494341.655783
  nChanged 110
		SP:Iteration 39Q (16858.160000 sec): 3 clusters
  Score: Raw -1497434.201500 + Penalty 3071.424745 = -1494362.776755
  nChanged 113
		SP:Iteration 40F (16858.200000 sec): 3 clusters
  Score: Raw -1497454.249562 + Penalty 3071.424745 = -1494382.824817
  nChanged 115
		SP:Iteration 41Q (16858.220000 sec): 3 clusters
  Score: Raw -1497474.789029 + Penalty 3071.424745 = -1494403.364284
  nChanged 125
		SP:Iteration 42Q (16858.260000 sec): 3 clusters
  Score: Raw -1497498.847953 + Penalty 3071.424745 = -1494427.423207
  nChanged 122
		SP:Iteration 43Q (16858.280000 sec): 3 clusters
  Score: Raw -1497524.911255 + Penalty 3071.424745 = -1494453.486510
  nChanged 141
		SP:Iteration 44Q (16858.320000 sec): 3 clusters
  Score: Raw -1497558.382498 + Penalty 3071.424745 = -1494486.957752
  nChanged 157
		SP:Iteration 45Q (16858.340000 sec): 3 clusters
  Score: Raw -1497594.534643 + Penalty 3071.424745 = -1494523.109897
  nChanged 166
		SP:Iteration 46Q (16858.370000 sec): 3 clusters
  Score: Raw -1497636.428745 + Penalty 3071.424745 = -1494565.004000
  nChanged 186
		SP:Iteration 47Q (16858.400000 sec): 3 clusters
  Score: Raw -1497688.301284 + Penalty 3071.424745 = -1494616.876539
  nChanged 194
		SP:Iteration 48Q (16858.430000 sec): 3 clusters
  Score: Raw -1497742.910531 + Penalty 3071.424745 = -1494671.485786
  nChanged 197
		SP:Iteration 49Q (16858.460000 sec): 3 clusters
  Score: Raw -1497808.420446 + Penalty 3071.424745 = -1494736.995701
  nChanged 212
		SP:Iteration 50Q (16858.490000 sec): 3 clusters
  Score: Raw -1497888.787305 + Penalty 3071.424745 = -1494817.362559
  nChanged 243
		SP:Iteration 51Q (16858.520000 sec): 3 clusters
  Score: Raw -1497980.712231 + Penalty 3071.424745 = -1494909.287485
  nChanged 248
		SP:Iteration 52Q (16858.540000 sec): 3 clusters
  Score: Raw -1498079.301597 + Penalty 3071.424745 = -1495007.876852
  nChanged 256
		SP:Iteration 53Q (16858.570000 sec): 3 clusters
  Score: Raw -1498186.959146 + Penalty 3071.424745 = -1495115.534401
  nChanged 237
		SP:Iteration 54Q (16858.600000 sec): 3 clusters
  Score: Raw -1498292.789478 + Penalty 3071.424745 = -1495221.364733
  nChanged 230
		SP:Iteration 55Q (16858.620000 sec): 3 clusters
  Score: Raw -1498389.300263 + Penalty 3071.424745 = -1495317.875518
  nChanged 186
		SP:Iteration 56Q (16858.650000 sec): 3 clusters
  Score: Raw -1498463.054119 + Penalty 3071.424745 = -1495391.629374
  nChanged 155
		SP:Iteration 57Q (16858.680000 sec): 3 clusters
  Score: Raw -1498535.432522 + Penalty 3071.424745 = -1495464.007777
  nChanged 150
		SP:Iteration 58Q (16858.700000 sec): 3 clusters
  Score: Raw -1498607.785403 + Penalty 3071.424745 = -1495536.360657
  nChanged 113
		SP:Iteration 59Q (16858.730000 sec): 3 clusters
  Score: Raw -1498661.664337 + Penalty 3071.424745 = -1495590.239592
  nChanged 98
		SP:Iteration 60F (16858.760000 sec): 3 clusters
  Score: Raw -1498704.130620 + Penalty 3071.424745 = -1495632.705875
  nChanged 78
		SP:Iteration 61Q (16858.790000 sec): 3 clusters
  Score: Raw -1498740.562827 + Penalty 3071.424745 = -1495669.138082
  nChanged 71
		SP:Iteration 62Q (16858.810000 sec): 3 clusters
  Score: Raw -1498779.662208 + Penalty 3071.424745 = -1495708.237463
  nChanged 64
		SP:Iteration 63Q (16858.840000 sec): 3 clusters
  Score: Raw -1498815.558633 + Penalty 3071.424745 = -1495744.133888
  nChanged 45
		SP:Iteration 64Q (16858.870000 sec): 3 clusters
  Score: Raw -1498837.765041 + Penalty 3071.424745 = -1495766.340296
  nChanged 40
		SP:Iteration 65Q (16858.900000 sec): 3 clusters
  Score: Raw -1498854.477261 + Penalty 3071.424745 = -1495783.052516
  nChanged 25
		SP:Iteration 66Q (16858.920000 sec): 3 clusters
  Score: Raw -1498865.339802 + Penalty 3071.424745 = -1495793.915056
  nChanged 27
		SP:Iteration 67Q (16858.940000 sec): 3 clusters
  Score: Raw -1498876.037613 + Penalty 3071.424745 = -1495804.612868
  nChanged 21
		SP:Iteration 68Q (16858.970000 sec): 3 clusters
  Score: Raw -1498885.684456 + Penalty 3071.424745 = -1495814.259710
  nChanged 22
		SP:Iteration 69Q (16858.990000 sec): 3 clusters
  Score: Raw -1498896.058463 + Penalty 3071.424745 = -1495824.633717
  nChanged 22
		SP:Iteration 70Q (16859.020000 sec): 3 clusters
  Score: Raw -1498905.262575 + Penalty 3071.424745 = -1495833.837829
  nChanged 20
		SP:Iteration 71Q (16859.040000 sec): 3 clusters
  Score: Raw -1498913.474650 + Penalty 3071.424745 = -1495842.049905
  nChanged 10
		SP:Iteration 72Q (16859.060000 sec): 3 clusters
  Score: Raw -1498918.242357 + Penalty 3071.424745 = -1495846.817611
  nChanged 12
		SP:Iteration 73Q (16859.090000 sec): 3 clusters
  Score: Raw -1498923.471383 + Penalty 3071.424745 = -1495852.046637
  nChanged 11
		SP:Iteration 74Q (16859.110000 sec): 3 clusters
  Score: Raw -1498927.460575 + Penalty 3071.424745 = -1495856.035829
  nChanged 5
		SP:Iteration 75Q (16859.140000 sec): 3 clusters
  Score: Raw -1498929.365711 + Penalty 3071.424745 = -1495857.940966
  nChanged 7
		SP:Iteration 76Q (16859.160000 sec): 3 clusters
  Score: Raw -1498931.792267 + Penalty 3071.424745 = -1495860.367521
  nChanged 6
		SP:Iteration 77Q (16859.180000 sec): 3 clusters
  Score: Raw -1498935.109833 + Penalty 3071.424745 = -1495863.685087
  nChanged 10
		SP:Iteration 78Q (16859.210000 sec): 3 clusters
  Score: Raw -1498939.854959 + Penalty 3071.424745 = -1495868.430214
  nChanged 11
		SP:Iteration 79Q (16859.240000 sec): 3 clusters
  Score: Raw -1498944.118435 + Penalty 3071.424745 = -1495872.693689
  nChanged 6
		SP:Iteration 80F (16859.270000 sec): 3 clusters
  Score: Raw -1498947.003696 + Penalty 3071.424745 = -1495875.578951
  nChanged 7
		SP:Iteration 81Q (16859.290000 sec): 3 clusters
  Score: Raw -1498949.670063 + Penalty 3071.424745 = -1495878.245318
  nChanged 4
		SP:Iteration 82Q (16859.320000 sec): 3 clusters
  Score: Raw -1498951.608714 + Penalty 3071.424745 = -1495880.183968
  nChanged 5
		SP:Iteration 83Q (16859.340000 sec): 3 clusters
  Score: Raw -1498953.989798 + Penalty 3071.424745 = -1495882.565053
  nChanged 6
		SP:Iteration 84Q (16859.360000 sec): 3 clusters
  Score: Raw -1498956.248804 + Penalty 3071.424745 = -1495884.824059
  nChanged 3
		SP:Iteration 85Q (16859.380000 sec): 3 clusters
  Score: Raw -1498957.874077 + Penalty 3071.424745 = -1495886.449331
  nChanged 3
		SP:Iteration 86Q (16859.400000 sec): 3 clusters
  Score: Raw -1498959.345494 + Penalty 3071.424745 = -1495887.920748
  nChanged 4
		SP:Iteration 87Q (16859.430000 sec): 3 clusters
  Score: Raw -1498961.298987 + Penalty 3071.424745 = -1495889.874242
  nChanged 3
		SP:Iteration 88Q (16859.450000 sec): 3 clusters
  Score: Raw -1498961.987142 + Penalty 3071.424745 = -1495890.562396
  nChanged 1
		SP:Iteration 89Q (16859.470000 sec): 3 clusters
  Score: Raw -1498962.190405 + Penalty 3071.424745 = -1495890.765660
  nChanged 0
		SP:Iteration 90F (16859.500000 sec): 3 clusters
  Score: Raw -1498962.190405 + Penalty 3071.424745 = -1495890.765660
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (97043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16859.760000 sec): 2 clusters
  Score: Raw -11328977.673377 + Penalty 1865.972787 = -11327111.700590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16860.000000 sec): 3 clusters
  Score: Raw -11266109.962160 + Penalty 3731.945574 = -11262378.016586
  nChanged 46302
		SP:Iteration 1F (16860.240000 sec): 3 clusters
  Score: Raw -11293715.267430 + Penalty 3731.945574 = -11289983.321856
  nChanged 4063
		SP:Iteration 2Q (16860.490000 sec): 3 clusters
  Score: Raw -11295238.353919 + Penalty 3731.945574 = -11291506.408345
  nChanged 4501
		SP:Iteration 3Q (16860.740000 sec): 3 clusters
  Score: Raw -11297240.699650 + Penalty 3731.945574 = -11293508.754076
  nChanged 4969
		SP:Iteration 4F (16860.980000 sec): 3 clusters
  Score: Raw -11299784.960046 + Penalty 3731.945574 = -11296053.014472
  nChanged 5439
		SP:Iteration 5F (16861.220000 sec): 3 clusters
  Score: Raw -11302900.146039 + Penalty 3731.945574 = -11299168.200466
  nChanged 5745
		SP:Iteration 6F (16861.460000 sec): 3 clusters
  Score: Raw -11306431.007657 + Penalty 3731.945574 = -11302699.062083
  nChanged 5599
		SP:Iteration 7F (16861.700000 sec): 3 clusters
  Score: Raw -11309918.351906 + Penalty 3731.945574 = -11306186.406333
  nChanged 5244
		SP:Iteration 8F (16861.940000 sec): 3 clusters
  Score: Raw -11313275.934635 + Penalty 3731.945574 = -11309543.989061
  nChanged 4801
		SP:Iteration 9Q (16862.180000 sec): 3 clusters
  Score: Raw -11316341.575495 + Penalty 3731.945574 = -11312609.629922
  nChanged 4311
		SP:Iteration 10Q (16862.410000 sec): 3 clusters
  Score: Raw -11319047.639604 + Penalty 3731.945574 = -11315315.694030
  nChanged 3997
		SP:Iteration 11Q (16862.640000 sec): 3 clusters
  Score: Raw -11321514.988026 + Penalty 3731.945574 = -11317783.042452
  nChanged 3501
		SP:Iteration 12Q (16862.860000 sec): 3 clusters
  Score: Raw -11323606.591475 + Penalty 3731.945574 = -11319874.645901
  nChanged 3031
		SP:Iteration 13Q (16863.080000 sec): 3 clusters
  Score: Raw -11325427.409821 + Penalty 3731.945574 = -11321695.464247
  nChanged 2438
		SP:Iteration 14Q (16863.290000 sec): 3 clusters
  Score: Raw -11326869.467285 + Penalty 3731.945574 = -11323137.521711
  nChanged 1902
		SP:Iteration 15Q (16863.490000 sec): 3 clusters
  Score: Raw -11327997.863366 + Penalty 3731.945574 = -11324265.917792
  nChanged 1469
		SP:Iteration 16Q (16863.690000 sec): 3 clusters
  Score: Raw -11328832.650202 + Penalty 3731.945574 = -11325100.704628
  nChanged 1020
		SP:Iteration 17Q (16863.880000 sec): 3 clusters
  Score: Raw -11329409.528730 + Penalty 3731.945574 = -11325677.583156
  nChanged 728
		SP:Iteration 18Q (16864.080000 sec): 3 clusters
  Score: Raw -11329779.195029 + Penalty 3731.945574 = -11326047.249455
  nChanged 563
		SP:Iteration 19Q (16864.260000 sec): 3 clusters
  Score: Raw -11330053.335181 + Penalty 3731.945574 = -11326321.389607
  nChanged 403
		SP:Iteration 20F (16864.500000 sec): 3 clusters
  Score: Raw -11330226.288227 + Penalty 3731.945574 = -11326494.342653
  nChanged 294
		SP:Iteration 21Q (16864.680000 sec): 3 clusters
  Score: Raw -11330340.743265 + Penalty 3731.945574 = -11326608.797691
  nChanged 246
		SP:Iteration 22Q (16864.860000 sec): 3 clusters
  Score: Raw -11330435.297486 + Penalty 3731.945574 = -11326703.351912
  nChanged 198
		SP:Iteration 23Q (16865.030000 sec): 3 clusters
  Score: Raw -11330507.685172 + Penalty 3731.945574 = -11326775.739598
  nChanged 155
		SP:Iteration 24Q (16865.200000 sec): 3 clusters
  Score: Raw -11330560.598880 + Penalty 3731.945574 = -11326828.653306
  nChanged 122
		SP:Iteration 25Q (16865.380000 sec): 3 clusters
  Score: Raw -11330594.188787 + Penalty 3731.945574 = -11326862.243213
  nChanged 76
		SP:Iteration 26Q (16865.550000 sec): 3 clusters
  Score: Raw -11330613.317983 + Penalty 3731.945574 = -11326881.372409
  nChanged 73
		SP:Iteration 27Q (16865.720000 sec): 3 clusters
  Score: Raw -11330630.500560 + Penalty 3731.945574 = -11326898.554986
  nChanged 65
		SP:Iteration 28Q (16865.890000 sec): 3 clusters
  Score: Raw -11330645.097864 + Penalty 3731.945574 = -11326913.152290
  nChanged 60
		SP:Iteration 29Q (16866.060000 sec): 3 clusters
  Score: Raw -11330657.703645 + Penalty 3731.945574 = -11326925.758071
  nChanged 55
		SP:Iteration 30Q (16866.230000 sec): 3 clusters
  Score: Raw -11330670.548319 + Penalty 3731.945574 = -11326938.602745
  nChanged 42
		SP:Iteration 31Q (16866.400000 sec): 3 clusters
  Score: Raw -11330679.440278 + Penalty 3731.945574 = -11326947.494704
  nChanged 31
		SP:Iteration 32Q (16866.570000 sec): 3 clusters
  Score: Raw -11330684.940003 + Penalty 3731.945574 = -11326952.994429
  nChanged 20
		SP:Iteration 33Q (16866.740000 sec): 3 clusters
  Score: Raw -11330688.025752 + Penalty 3731.945574 = -11326956.080178
  nChanged 8
		SP:Iteration 34Q (16866.910000 sec): 3 clusters
  Score: Raw -11330688.923359 + Penalty 3731.945574 = -11326956.977785
  nChanged 7
		SP:Iteration 35Q (16867.080000 sec): 3 clusters
  Score: Raw -11330689.514017 + Penalty 3731.945574 = -11326957.568444
  nChanged 5
		SP:Iteration 36Q (16867.260000 sec): 3 clusters
  Score: Raw -11330690.149321 + Penalty 3731.945574 = -11326958.203748
  nChanged 8
		SP:Iteration 37Q (16867.430000 sec): 3 clusters
  Score: Raw -11330691.181675 + Penalty 3731.945574 = -11326959.236101
  nChanged 10
		SP:Iteration 38Q (16867.600000 sec): 3 clusters
  Score: Raw -11330692.472219 + Penalty 3731.945574 = -11326960.526645
  nChanged 9
		SP:Iteration 39Q (16867.770000 sec): 3 clusters
  Score: Raw -11330693.719630 + Penalty 3731.945574 = -11326961.774056
  nChanged 13
		SP:Iteration 40F (16868.010000 sec): 3 clusters
  Score: Raw -11330695.691636 + Penalty 3731.945574 = -11326963.746062
  nChanged 8
		SP:Iteration 41Q (16868.190000 sec): 3 clusters
  Score: Raw -11330696.679357 + Penalty 3731.945574 = -11326964.733783
  nChanged 13
		SP:Iteration 42Q (16868.360000 sec): 3 clusters
  Score: Raw -11330698.407493 + Penalty 3731.945574 = -11326966.461919
  nChanged 12
		SP:Iteration 43Q (16868.540000 sec): 3 clusters
  Score: Raw -11330700.492101 + Penalty 3731.945574 = -11326968.546527
  nChanged 7
		SP:Iteration 44Q (16868.710000 sec): 3 clusters
  Score: Raw -11330701.470852 + Penalty 3731.945574 = -11326969.525278
  nChanged 6
		SP:Iteration 45Q (16868.880000 sec): 3 clusters
  Score: Raw -11330702.318813 + Penalty 3731.945574 = -11326970.373239
  nChanged 7
		SP:Iteration 46Q (16869.050000 sec): 3 clusters
  Score: Raw -11330703.507192 + Penalty 3731.945574 = -11326971.561618
  nChanged 6
		SP:Iteration 47Q (16869.220000 sec): 3 clusters
  Score: Raw -11330704.054696 + Penalty 3731.945574 = -11326972.109122
  nChanged 3
		SP:Iteration 48Q (16869.400000 sec): 3 clusters
  Score: Raw -11330704.498732 + Penalty 3731.945574 = -11326972.553158
  nChanged 2
		SP:Iteration 49Q (16869.570000 sec): 3 clusters
  Score: Raw -11330704.666002 + Penalty 3731.945574 = -11326972.720428
  nChanged 0
		SP:Iteration 50F (16869.810000 sec): 3 clusters
  Score: Raw -11330704.666002 + Penalty 3731.945574 = -11326972.720428
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16869.890000 sec): 2 clusters
  Score: Raw -2050625.393206 + Penalty 1588.875851 = -2049036.517354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16869.930000 sec): 3 clusters
  Score: Raw -2040117.043434 + Penalty 3177.751703 = -2036939.291731
  nChanged 7899
		SP:Iteration 1F (16869.980000 sec): 3 clusters
  Score: Raw -2044329.219717 + Penalty 3177.751703 = -2041151.468014
  nChanged 890
		SP:Iteration 2F (16870.020000 sec): 3 clusters
  Score: Raw -2044649.796601 + Penalty 3177.751703 = -2041472.044899
  nChanged 851
		SP:Iteration 3Q (16870.060000 sec): 3 clusters
  Score: Raw -2044996.296422 + Penalty 3177.751703 = -2041818.544720
  nChanged 886
		SP:Iteration 4F (16870.100000 sec): 3 clusters
  Score: Raw -2045405.251048 + Penalty 3177.751703 = -2042227.499346
  nChanged 1025
		SP:Iteration 5F (16870.150000 sec): 3 clusters
  Score: Raw -2046018.720937 + Penalty 3177.751703 = -2042840.969234
  nChanged 1216
		SP:Iteration 6F (16870.190000 sec): 3 clusters
  Score: Raw -2046908.111401 + Penalty 3177.751703 = -2043730.359698
  nChanged 1315
		SP:Iteration 7F (16870.230000 sec): 3 clusters
  Score: Raw -2048001.446951 + Penalty 3177.751703 = -2044823.695249
  nChanged 1239
		SP:Iteration 8F (16870.280000 sec): 3 clusters
  Score: Raw -2049102.936677 + Penalty 3177.751703 = -2045925.184975
  nChanged 970
		SP:Iteration 9F (16870.320000 sec): 3 clusters
  Score: Raw -2049936.208844 + Penalty 3177.751703 = -2046758.457141
  nChanged 635
		SP:Iteration 10Q (16870.370000 sec): 3 clusters
  Score: Raw -2050467.604412 + Penalty 3177.751703 = -2047289.852709
  nChanged 397
		SP:Iteration 11Q (16870.410000 sec): 3 clusters
  Score: Raw -2050774.566686 + Penalty 3177.751703 = -2047596.814984
  nChanged 235
		SP:Iteration 12Q (16870.450000 sec): 3 clusters
  Score: Raw -2050935.625406 + Penalty 3177.751703 = -2047757.873704
  nChanged 131
		SP:Iteration 13Q (16870.480000 sec): 3 clusters
  Score: Raw -2051023.355668 + Penalty 3177.751703 = -2047845.603965
  nChanged 72
		SP:Iteration 14Q (16870.520000 sec): 3 clusters
  Score: Raw -2051073.509537 + Penalty 3177.751703 = -2047895.757835
  nChanged 46
		SP:Iteration 15Q (16870.550000 sec): 3 clusters
  Score: Raw -2051105.084119 + Penalty 3177.751703 = -2047927.332416
  nChanged 31
		SP:Iteration 16Q (16870.590000 sec): 3 clusters
  Score: Raw -2051122.269608 + Penalty 3177.751703 = -2047944.517906
  nChanged 22
		SP:Iteration 17Q (16870.630000 sec): 3 clusters
  Score: Raw -2051135.429133 + Penalty 3177.751703 = -2047957.677431
  nChanged 14
		SP:Iteration 18Q (16870.660000 sec): 3 clusters
  Score: Raw -2051142.857683 + Penalty 3177.751703 = -2047965.105980
  nChanged 11
		SP:Iteration 19Q (16870.690000 sec): 3 clusters
  Score: Raw -2051146.913561 + Penalty 3177.751703 = -2047969.161858
  nChanged 8
		SP:Iteration 20F (16870.730000 sec): 3 clusters
  Score: Raw -2051150.953181 + Penalty 3177.751703 = -2047973.201479
  nChanged 6
		SP:Iteration 21Q (16870.770000 sec): 3 clusters
  Score: Raw -2051154.156549 + Penalty 3177.751703 = -2047976.404846
  nChanged 6
		SP:Iteration 22Q (16870.800000 sec): 3 clusters
  Score: Raw -2051156.746099 + Penalty 3177.751703 = -2047978.994397
  nChanged 7
		SP:Iteration 23Q (16870.830000 sec): 3 clusters
  Score: Raw -2051160.338479 + Penalty 3177.751703 = -2047982.586776
  nChanged 5
		SP:Iteration 24Q (16870.870000 sec): 3 clusters
  Score: Raw -2051162.734818 + Penalty 3177.751703 = -2047984.983115
  nChanged 6
		SP:Iteration 25Q (16870.900000 sec): 3 clusters
  Score: Raw -2051166.302884 + Penalty 3177.751703 = -2047988.551181
  nChanged 7
		SP:Iteration 26Q (16870.930000 sec): 3 clusters
  Score: Raw -2051170.126730 + Penalty 3177.751703 = -2047992.375028
  nChanged 4
		SP:Iteration 27Q (16870.970000 sec): 3 clusters
  Score: Raw -2051171.855855 + Penalty 3177.751703 = -2047994.104152
  nChanged 2
		SP:Iteration 28Q (16871.000000 sec): 3 clusters
  Score: Raw -2051172.628743 + Penalty 3177.751703 = -2047994.877040
  nChanged 3
		SP:Iteration 29Q (16871.030000 sec): 3 clusters
  Score: Raw -2051173.774823 + Penalty 3177.751703 = -2047996.023121
  nChanged 2
		SP:Iteration 30Q (16871.070000 sec): 3 clusters
  Score: Raw -2051174.347079 + Penalty 3177.751703 = -2047996.595377
  nChanged 1
		SP:Iteration 31Q (16871.100000 sec): 3 clusters
  Score: Raw -2051174.604972 + Penalty 3177.751703 = -2047996.853269
  nChanged 0
		SP:Iteration 32F (16871.140000 sec): 3 clusters
  Score: Raw -2051174.604972 + Penalty 3177.751703 = -2047996.853269
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16871.170000 sec): 2 clusters
  Score: Raw -942128.513958 + Penalty 1461.553021 = -940666.960937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16871.190000 sec): 3 clusters
  Score: Raw -937608.417265 + Penalty 2923.106041 = -934685.311224
  nChanged 3487
		SP:Iteration 1F (16871.210000 sec): 3 clusters
  Score: Raw -939479.922449 + Penalty 2923.106041 = -936556.816408
  nChanged 521
		SP:Iteration 2F (16871.230000 sec): 3 clusters
  Score: Raw -939723.250761 + Penalty 2923.106041 = -936800.144720
  nChanged 439
		SP:Iteration 3F (16871.250000 sec): 3 clusters
  Score: Raw -939933.053914 + Penalty 2923.106041 = -937009.947873
  nChanged 407
		SP:Iteration 4F (16871.270000 sec): 3 clusters
  Score: Raw -940129.138489 + Penalty 2923.106041 = -937206.032448
  nChanged 373
		SP:Iteration 5Q (16871.290000 sec): 3 clusters
  Score: Raw -940318.579202 + Penalty 2923.106041 = -937395.473161
  nChanged 385
		SP:Iteration 6Q (16871.300000 sec): 3 clusters
  Score: Raw -940541.296306 + Penalty 2923.106041 = -937618.190265
  nChanged 417
		SP:Iteration 7F (16871.320000 sec): 3 clusters
  Score: Raw -940796.908423 + Penalty 2923.106041 = -937873.802382
  nChanged 375
		SP:Iteration 8Q (16871.340000 sec): 3 clusters
  Score: Raw -941037.220227 + Penalty 2923.106041 = -938114.114186
  nChanged 354
		SP:Iteration 9Q (16871.360000 sec): 3 clusters
  Score: Raw -941302.256166 + Penalty 2923.106041 = -938379.150125
  nChanged 316
		SP:Iteration 10Q (16871.380000 sec): 3 clusters
  Score: Raw -941550.521714 + Penalty 2923.106041 = -938627.415672
  nChanged 263
		SP:Iteration 11Q (16871.400000 sec): 3 clusters
  Score: Raw -941777.696224 + Penalty 2923.106041 = -938854.590183
  nChanged 195
		SP:Iteration 12Q (16871.420000 sec): 3 clusters
  Score: Raw -941959.816739 + Penalty 2923.106041 = -939036.710698
  nChanged 124
		SP:Iteration 13Q (16871.430000 sec): 3 clusters
  Score: Raw -942070.525416 + Penalty 2923.106041 = -939147.419375
  nChanged 73
		SP:Iteration 14Q (16871.450000 sec): 3 clusters
  Score: Raw -942142.199342 + Penalty 2923.106041 = -939219.093301
  nChanged 47
		SP:Iteration 15Q (16871.470000 sec): 3 clusters
  Score: Raw -942194.394280 + Penalty 2923.106041 = -939271.288239
  nChanged 34
		SP:Iteration 16Q (16871.490000 sec): 3 clusters
  Score: Raw -942231.518126 + Penalty 2923.106041 = -939308.412085
  nChanged 12
		SP:Iteration 17Q (16871.500000 sec): 3 clusters
  Score: Raw -942245.867111 + Penalty 2923.106041 = -939322.761070
  nChanged 11
		SP:Iteration 18Q (16871.510000 sec): 3 clusters
  Score: Raw -942256.937326 + Penalty 2923.106041 = -939333.831284
  nChanged 5
		SP:Iteration 19Q (16871.530000 sec): 3 clusters
  Score: Raw -942261.187585 + Penalty 2923.106041 = -939338.081544
  nChanged 6
		SP:Iteration 20F (16871.550000 sec): 3 clusters
  Score: Raw -942267.536790 + Penalty 2923.106041 = -939344.430749
  nChanged 3
		SP:Iteration 21Q (16871.560000 sec): 3 clusters
  Score: Raw -942271.824384 + Penalty 2923.106041 = -939348.718343
  nChanged 2
		SP:Iteration 22Q (16871.580000 sec): 3 clusters
  Score: Raw -942274.303133 + Penalty 2923.106041 = -939351.197092
  nChanged 2
		SP:Iteration 23Q (16871.590000 sec): 3 clusters
  Score: Raw -942276.493916 + Penalty 2923.106041 = -939353.387875
  nChanged 1
		SP:Iteration 24Q (16871.610000 sec): 3 clusters
  Score: Raw -942277.435453 + Penalty 2923.106041 = -939354.329412
  nChanged 0
		SP:Iteration 25F (16871.630000 sec): 3 clusters
  Score: Raw -942277.435453 + Penalty 2923.106041 = -939354.329412
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16871.650000 sec): 2 clusters
  Score: Raw -1136045.686678 + Penalty 1490.249734 = -1134555.436944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16871.680000 sec): 3 clusters
  Score: Raw -1130643.767520 + Penalty 2980.499469 = -1127663.268051
  nChanged 4057
		SP:Iteration 1F (16871.700000 sec): 3 clusters
  Score: Raw -1132860.113572 + Penalty 2980.499469 = -1129879.614103
  nChanged 696
		SP:Iteration 2F (16871.730000 sec): 3 clusters
  Score: Raw -1133244.640560 + Penalty 2980.499469 = -1130264.141091
  nChanged 613
		SP:Iteration 3F (16871.750000 sec): 3 clusters
  Score: Raw -1133548.734813 + Penalty 2980.499469 = -1130568.235344
  nChanged 535
		SP:Iteration 4F (16871.770000 sec): 3 clusters
  Score: Raw -1133836.545693 + Penalty 2980.499469 = -1130856.046224
  nChanged 508
		SP:Iteration 5F (16871.790000 sec): 3 clusters
  Score: Raw -1134109.722376 + Penalty 2980.499469 = -1131129.222907
  nChanged 488
		SP:Iteration 6F (16871.820000 sec): 3 clusters
  Score: Raw -1134398.155996 + Penalty 2980.499469 = -1131417.656527
  nChanged 499
		SP:Iteration 7F (16871.840000 sec): 3 clusters
  Score: Raw -1134725.945990 + Penalty 2980.499469 = -1131745.446521
  nChanged 479
		SP:Iteration 8Q (16871.870000 sec): 3 clusters
  Score: Raw -1135064.138246 + Penalty 2980.499469 = -1132083.638777
  nChanged 438
		SP:Iteration 9Q (16871.890000 sec): 3 clusters
  Score: Raw -1135375.420856 + Penalty 2980.499469 = -1132394.921387
  nChanged 347
		SP:Iteration 10Q (16871.910000 sec): 3 clusters
  Score: Raw -1135616.305206 + Penalty 2980.499469 = -1132635.805737
  nChanged 288
		SP:Iteration 11Q (16871.930000 sec): 3 clusters
  Score: Raw -1135820.158620 + Penalty 2980.499469 = -1132839.659151
  nChanged 244
		SP:Iteration 12Q (16871.950000 sec): 3 clusters
  Score: Raw -1136015.888502 + Penalty 2980.499469 = -1133035.389033
  nChanged 189
		SP:Iteration 13Q (16871.980000 sec): 3 clusters
  Score: Raw -1136173.704338 + Penalty 2980.499469 = -1133193.204869
  nChanged 131
		SP:Iteration 14Q (16872.000000 sec): 3 clusters
  Score: Raw -1136273.875990 + Penalty 2980.499469 = -1133293.376521
  nChanged 85
		SP:Iteration 15Q (16872.020000 sec): 3 clusters
  Score: Raw -1136327.139286 + Penalty 2980.499469 = -1133346.639817
  nChanged 74
		SP:Iteration 16Q (16872.040000 sec): 3 clusters
  Score: Raw -1136377.981704 + Penalty 2980.499469 = -1133397.482235
  nChanged 54
		SP:Iteration 17Q (16872.060000 sec): 3 clusters
  Score: Raw -1136416.295774 + Penalty 2980.499469 = -1133435.796305
  nChanged 46
		SP:Iteration 18Q (16872.080000 sec): 3 clusters
  Score: Raw -1136451.905561 + Penalty 2980.499469 = -1133471.406092
  nChanged 43
		SP:Iteration 19Q (16872.100000 sec): 3 clusters
  Score: Raw -1136483.107965 + Penalty 2980.499469 = -1133502.608496
  nChanged 28
		SP:Iteration 20F (16872.120000 sec): 3 clusters
  Score: Raw -1136499.439877 + Penalty 2980.499469 = -1133518.940408
  nChanged 28
		SP:Iteration 21Q (16872.140000 sec): 3 clusters
  Score: Raw -1136517.118308 + Penalty 2980.499469 = -1133536.618840
  nChanged 20
		SP:Iteration 22Q (16872.160000 sec): 3 clusters
  Score: Raw -1136531.968763 + Penalty 2980.499469 = -1133551.469294
  nChanged 17
		SP:Iteration 23Q (16872.170000 sec): 3 clusters
  Score: Raw -1136543.576182 + Penalty 2980.499469 = -1133563.076713
  nChanged 16
		SP:Iteration 24Q (16872.190000 sec): 3 clusters
  Score: Raw -1136560.489134 + Penalty 2980.499469 = -1133579.989665
  nChanged 17
		SP:Iteration 25Q (16872.210000 sec): 3 clusters
  Score: Raw -1136577.993989 + Penalty 2980.499469 = -1133597.494520
  nChanged 19
		SP:Iteration 26Q (16872.230000 sec): 3 clusters
  Score: Raw -1136595.656891 + Penalty 2980.499469 = -1133615.157422
  nChanged 10
		SP:Iteration 27Q (16872.240000 sec): 3 clusters
  Score: Raw -1136600.701326 + Penalty 2980.499469 = -1133620.201857
  nChanged 5
		SP:Iteration 28Q (16872.260000 sec): 3 clusters
  Score: Raw -1136604.173685 + Penalty 2980.499469 = -1133623.674216
  nChanged 5
		SP:Iteration 29Q (16872.280000 sec): 3 clusters
  Score: Raw -1136606.022275 + Penalty 2980.499469 = -1133625.522806
  nChanged 6
		SP:Iteration 30Q (16872.290000 sec): 3 clusters
  Score: Raw -1136609.066555 + Penalty 2980.499469 = -1133628.567086
  nChanged 6
		SP:Iteration 31Q (16872.310000 sec): 3 clusters
  Score: Raw -1136613.602847 + Penalty 2980.499469 = -1133633.103378
  nChanged 3
		SP:Iteration 32Q (16872.330000 sec): 3 clusters
  Score: Raw -1136615.179594 + Penalty 2980.499469 = -1133634.680125
  nChanged 2
		SP:Iteration 33Q (16872.350000 sec): 3 clusters
  Score: Raw -1136616.793118 + Penalty 2980.499469 = -1133636.293649
  nChanged 3
		SP:Iteration 34Q (16872.360000 sec): 3 clusters
  Score: Raw -1136618.328967 + Penalty 2980.499469 = -1133637.829498
  nChanged 4
		SP:Iteration 35Q (16872.380000 sec): 3 clusters
  Score: Raw -1136621.684379 + Penalty 2980.499469 = -1133641.184910
  nChanged 7
		SP:Iteration 36Q (16872.400000 sec): 3 clusters
  Score: Raw -1136626.527487 + Penalty 2980.499469 = -1133646.028018
  nChanged 4
		SP:Iteration 37Q (16872.410000 sec): 3 clusters
  Score: Raw -1136628.922260 + Penalty 2980.499469 = -1133648.422791
  nChanged 3
		SP:Iteration 38Q (16872.430000 sec): 3 clusters
  Score: Raw -1136629.927407 + Penalty 2980.499469 = -1133649.427938
  nChanged 3
		SP:Iteration 39Q (16872.450000 sec): 3 clusters
  Score: Raw -1136630.992251 + Penalty 2980.499469 = -1133650.492782
  nChanged 3
		SP:Iteration 40F (16872.470000 sec): 3 clusters
  Score: Raw -1136632.831567 + Penalty 2980.499469 = -1133652.332098
  nChanged 5
		SP:Iteration 41Q (16872.490000 sec): 3 clusters
  Score: Raw -1136636.141887 + Penalty 2980.499469 = -1133655.642418
  nChanged 7
		SP:Iteration 42Q (16872.500000 sec): 3 clusters
  Score: Raw -1136639.517800 + Penalty 2980.499469 = -1133659.018331
  nChanged 7
		SP:Iteration 43Q (16872.520000 sec): 3 clusters
  Score: Raw -1136642.117932 + Penalty 2980.499469 = -1133661.618463
  nChanged 5
		SP:Iteration 44Q (16872.540000 sec): 3 clusters
  Score: Raw -1136644.657758 + Penalty 2980.499469 = -1133664.158289
  nChanged 4
		SP:Iteration 45Q (16872.550000 sec): 3 clusters
  Score: Raw -1136647.558943 + Penalty 2980.499469 = -1133667.059474
  nChanged 3
		SP:Iteration 46Q (16872.570000 sec): 3 clusters
  Score: Raw -1136649.400762 + Penalty 2980.499469 = -1133668.901293
  nChanged 5
		SP:Iteration 47Q (16872.590000 sec): 3 clusters
  Score: Raw -1136651.385870 + Penalty 2980.499469 = -1133670.886401
  nChanged 1
		SP:Iteration 48Q (16872.610000 sec): 3 clusters
  Score: Raw -1136651.623744 + Penalty 2980.499469 = -1133671.124275
  nChanged 1
		SP:Iteration 49Q (16872.620000 sec): 3 clusters
  Score: Raw -1136652.171054 + Penalty 2980.499469 = -1133671.671585
  nChanged 1
		SP:Iteration 50Q (16872.640000 sec): 3 clusters
  Score: Raw -1136652.500757 + Penalty 2980.499469 = -1133672.001288
  nChanged 1
		SP:Iteration 51Q (16872.650000 sec): 3 clusters
  Score: Raw -1136653.096921 + Penalty 2980.499469 = -1133672.597452
  nChanged 0
		SP:Iteration 52F (16872.680000 sec): 3 clusters
  Score: Raw -1136653.096921 + Penalty 2980.499469 = -1133672.597452
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16872.700000 sec): 2 clusters
  Score: Raw -795107.892105 + Penalty 1435.768987 = -793672.123118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16872.710000 sec): 3 clusters
  Score: Raw -791373.787711 + Penalty 2871.537974 = -788502.249737
  nChanged 2858
		SP:Iteration 1F (16872.730000 sec): 3 clusters
  Score: Raw -792942.369002 + Penalty 2871.537974 = -790070.831028
  nChanged 432
		SP:Iteration 2F (16872.750000 sec): 3 clusters
  Score: Raw -793124.668915 + Penalty 2871.537974 = -790253.130941
  nChanged 326
		SP:Iteration 3Q (16872.770000 sec): 3 clusters
  Score: Raw -793271.757941 + Penalty 2871.537974 = -790400.219967
  nChanged 280
		SP:Iteration 4Q (16872.780000 sec): 3 clusters
  Score: Raw -793386.810225 + Penalty 2871.537974 = -790515.272252
  nChanged 221
		SP:Iteration 5Q (16872.800000 sec): 3 clusters
  Score: Raw -793470.127949 + Penalty 2871.537974 = -790598.589976
  nChanged 192
		SP:Iteration 6Q (16872.810000 sec): 3 clusters
  Score: Raw -793533.347862 + Penalty 2871.537974 = -790661.809888
  nChanged 153
		SP:Iteration 7Q (16872.830000 sec): 3 clusters
  Score: Raw -793579.328886 + Penalty 2871.537974 = -790707.790912
  nChanged 132
		SP:Iteration 8Q (16872.850000 sec): 3 clusters
  Score: Raw -793621.845397 + Penalty 2871.537974 = -790750.307424
  nChanged 135
		SP:Iteration 9Q (16872.860000 sec): 3 clusters
  Score: Raw -793665.990973 + Penalty 2871.537974 = -790794.453000
  nChanged 146
		SP:Iteration 10Q (16872.880000 sec): 3 clusters
  Score: Raw -793716.826629 + Penalty 2871.537974 = -790845.288655
  nChanged 167
		SP:Iteration 11Q (16872.890000 sec): 3 clusters
  Score: Raw -793776.386103 + Penalty 2871.537974 = -790904.848129
  nChanged 163
		SP:Iteration 12Q (16872.910000 sec): 3 clusters
  Score: Raw -793838.076353 + Penalty 2871.537974 = -790966.538380
  nChanged 164
		SP:Iteration 13Q (16872.930000 sec): 3 clusters
  Score: Raw -793906.860406 + Penalty 2871.537974 = -791035.322432
  nChanged 177
		SP:Iteration 14Q (16872.940000 sec): 3 clusters
  Score: Raw -793989.496019 + Penalty 2871.537974 = -791117.958046
  nChanged 200
		SP:Iteration 15Q (16872.960000 sec): 3 clusters
  Score: Raw -794074.969082 + Penalty 2871.537974 = -791203.431108
  nChanged 175
		SP:Iteration 16Q (16872.970000 sec): 3 clusters
  Score: Raw -794153.963557 + Penalty 2871.537974 = -791282.425583
  nChanged 180
		SP:Iteration 17Q (16872.990000 sec): 3 clusters
  Score: Raw -794235.487001 + Penalty 2871.537974 = -791363.949027
  nChanged 156
		SP:Iteration 18Q (16873.010000 sec): 3 clusters
  Score: Raw -794310.640768 + Penalty 2871.537974 = -791439.102794
  nChanged 154
		SP:Iteration 19Q (16873.020000 sec): 3 clusters
  Score: Raw -794391.940911 + Penalty 2871.537974 = -791520.402938
  nChanged 166
		SP:Iteration 20F (16873.040000 sec): 3 clusters
  Score: Raw -794484.572052 + Penalty 2871.537974 = -791613.034078
  nChanged 176
		SP:Iteration 21Q (16873.060000 sec): 3 clusters
  Score: Raw -794590.058721 + Penalty 2871.537974 = -791718.520747
  nChanged 159
		SP:Iteration 22Q (16873.070000 sec): 3 clusters
  Score: Raw -794681.121527 + Penalty 2871.537974 = -791809.583554
  nChanged 120
		SP:Iteration 23Q (16873.090000 sec): 3 clusters
  Score: Raw -794761.403030 + Penalty 2871.537974 = -791889.865056
  nChanged 121
		SP:Iteration 24Q (16873.100000 sec): 3 clusters
  Score: Raw -794850.564541 + Penalty 2871.537974 = -791979.026567
  nChanged 128
		SP:Iteration 25Q (16873.120000 sec): 3 clusters
  Score: Raw -794949.392025 + Penalty 2871.537974 = -792077.854052
  nChanged 113
		SP:Iteration 26Q (16873.130000 sec): 3 clusters
  Score: Raw -795047.310262 + Penalty 2871.537974 = -792175.772289
  nChanged 81
		SP:Iteration 27Q (16873.150000 sec): 3 clusters
  Score: Raw -795108.801018 + Penalty 2871.537974 = -792237.263044
  nChanged 51
		SP:Iteration 28Q (16873.160000 sec): 3 clusters
  Score: Raw -795160.489522 + Penalty 2871.537974 = -792288.951549
  nChanged 41
		SP:Iteration 29Q (16873.180000 sec): 3 clusters
  Score: Raw -795198.597308 + Penalty 2871.537974 = -792327.059334
  nChanged 31
		SP:Iteration 30Q (16873.190000 sec): 3 clusters
  Score: Raw -795223.948863 + Penalty 2871.537974 = -792352.410889
  nChanged 24
		SP:Iteration 31Q (16873.200000 sec): 3 clusters
  Score: Raw -795241.873534 + Penalty 2871.537974 = -792370.335561
  nChanged 15
		SP:Iteration 32Q (16873.220000 sec): 3 clusters
  Score: Raw -795256.108096 + Penalty 2871.537974 = -792384.570123
  nChanged 12
		SP:Iteration 33Q (16873.230000 sec): 3 clusters
  Score: Raw -795267.822437 + Penalty 2871.537974 = -792396.284464
  nChanged 10
		SP:Iteration 34Q (16873.240000 sec): 3 clusters
  Score: Raw -795275.227042 + Penalty 2871.537974 = -792403.689068
  nChanged 8
		SP:Iteration 35Q (16873.250000 sec): 3 clusters
  Score: Raw -795281.401058 + Penalty 2871.537974 = -792409.863085
  nChanged 6
		SP:Iteration 36Q (16873.270000 sec): 3 clusters
  Score: Raw -795284.027857 + Penalty 2871.537974 = -792412.489883
  nChanged 3
		SP:Iteration 37Q (16873.280000 sec): 3 clusters
  Score: Raw -795286.010592 + Penalty 2871.537974 = -792414.472618
  nChanged 4
		SP:Iteration 38Q (16873.290000 sec): 3 clusters
  Score: Raw -795288.472229 + Penalty 2871.537974 = -792416.934256
  nChanged 3
		SP:Iteration 39Q (16873.310000 sec): 3 clusters
  Score: Raw -795290.410834 + Penalty 2871.537974 = -792418.872860
  nChanged 1
		SP:Iteration 40F (16873.320000 sec): 3 clusters
  Score: Raw -795290.766659 + Penalty 2871.537974 = -792419.228685
  nChanged 1
		SP:Iteration 41Q (16873.340000 sec): 3 clusters
  Score: Raw -795291.425545 + Penalty 2871.537974 = -792419.887571
  nChanged 0
		SP:Iteration 42F (16873.350000 sec): 3 clusters
  Score: Raw -795291.425545 + Penalty 2871.537974 = -792419.887571
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16873.360000 sec): 2 clusters
  Score: Raw -12016.309195 + Penalty 775.236251 = -11241.072943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16873.360000 sec): 3 clusters
  Score: Raw -12330.299491 + Penalty 1550.472503 = -10779.826988
  nChanged 17
		SP:Iteration 1F (16873.360000 sec): 3 clusters
  Score: Raw -12396.981816 + Penalty 1550.472503 = -10846.509313
  nChanged 2
		SP:Iteration 2Q (16873.360000 sec): 3 clusters
  Score: Raw -12408.343210 + Penalty 1550.472503 = -10857.870707
  nChanged 0
		SP:Iteration 3F (16873.360000 sec): 3 clusters
  Score: Raw -12408.343210 + Penalty 1550.472503 = -10857.870707
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (12774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16873.400000 sec): 2 clusters
  Score: Raw -1508731.499069 + Penalty 1536.464659 = -1507195.034410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16873.430000 sec): 3 clusters
  Score: Raw -1501255.573712 + Penalty 3072.929319 = -1498182.644393
  nChanged 5641
		SP:Iteration 1F (16873.460000 sec): 3 clusters
  Score: Raw -1504477.642485 + Penalty 3072.929319 = -1501404.713166
  nChanged 789
		SP:Iteration 2F (16873.490000 sec): 3 clusters
  Score: Raw -1504847.764698 + Penalty 3072.929319 = -1501774.835380
  nChanged 738
		SP:Iteration 3F (16873.520000 sec): 3 clusters
  Score: Raw -1505225.952001 + Penalty 3072.929319 = -1502153.022682
  nChanged 709
		SP:Iteration 4F (16873.550000 sec): 3 clusters
  Score: Raw -1505650.900735 + Penalty 3072.929319 = -1502577.971417
  nChanged 771
		SP:Iteration 5F (16873.590000 sec): 3 clusters
  Score: Raw -1506163.029475 + Penalty 3072.929319 = -1503090.100156
  nChanged 806
		SP:Iteration 6F (16873.620000 sec): 3 clusters
  Score: Raw -1506775.458793 + Penalty 3072.929319 = -1503702.529474
  nChanged 741
		SP:Iteration 7F (16873.650000 sec): 3 clusters
  Score: Raw -1507379.757278 + Penalty 3072.929319 = -1504306.827960
  nChanged 587
		SP:Iteration 8Q (16873.680000 sec): 3 clusters
  Score: Raw -1507891.650761 + Penalty 3072.929319 = -1504818.721443
  nChanged 423
		SP:Iteration 9Q (16873.710000 sec): 3 clusters
  Score: Raw -1508287.826983 + Penalty 3072.929319 = -1505214.897665
  nChanged 241
		SP:Iteration 10Q (16873.730000 sec): 3 clusters
  Score: Raw -1508518.555993 + Penalty 3072.929319 = -1505445.626675
  nChanged 165
		SP:Iteration 11Q (16873.760000 sec): 3 clusters
  Score: Raw -1508671.966215 + Penalty 3072.929319 = -1505599.036897
  nChanged 121
		SP:Iteration 12Q (16873.790000 sec): 3 clusters
  Score: Raw -1508764.797395 + Penalty 3072.929319 = -1505691.868077
  nChanged 82
		SP:Iteration 13Q (16873.810000 sec): 3 clusters
  Score: Raw -1508821.359826 + Penalty 3072.929319 = -1505748.430507
  nChanged 58
		SP:Iteration 14Q (16873.830000 sec): 3 clusters
  Score: Raw -1508855.896850 + Penalty 3072.929319 = -1505782.967532
  nChanged 37
		SP:Iteration 15Q (16873.860000 sec): 3 clusters
  Score: Raw -1508874.527175 + Penalty 3072.929319 = -1505801.597857
  nChanged 33
		SP:Iteration 16Q (16873.880000 sec): 3 clusters
  Score: Raw -1508895.278805 + Penalty 3072.929319 = -1505822.349486
  nChanged 27
		SP:Iteration 17Q (16873.900000 sec): 3 clusters
  Score: Raw -1508909.610091 + Penalty 3072.929319 = -1505836.680772
  nChanged 14
		SP:Iteration 18Q (16873.930000 sec): 3 clusters
  Score: Raw -1508915.383515 + Penalty 3072.929319 = -1505842.454196
  nChanged 11
		SP:Iteration 19Q (16873.950000 sec): 3 clusters
  Score: Raw -1508921.654043 + Penalty 3072.929319 = -1505848.724724
  nChanged 9
		SP:Iteration 20F (16873.980000 sec): 3 clusters
  Score: Raw -1508924.918492 + Penalty 3072.929319 = -1505851.989174
  nChanged 6
		SP:Iteration 21Q (16874.000000 sec): 3 clusters
  Score: Raw -1508927.871747 + Penalty 3072.929319 = -1505854.942428
  nChanged 6
		SP:Iteration 22Q (16874.030000 sec): 3 clusters
  Score: Raw -1508930.755357 + Penalty 3072.929319 = -1505857.826039
  nChanged 4
		SP:Iteration 23Q (16874.050000 sec): 3 clusters
  Score: Raw -1508933.494710 + Penalty 3072.929319 = -1505860.565392
  nChanged 8
		SP:Iteration 24Q (16874.070000 sec): 3 clusters
  Score: Raw -1508939.061895 + Penalty 3072.929319 = -1505866.132576
  nChanged 10
		SP:Iteration 25Q (16874.090000 sec): 3 clusters
  Score: Raw -1508943.419675 + Penalty 3072.929319 = -1505870.490356
  nChanged 7
		SP:Iteration 26Q (16874.110000 sec): 3 clusters
  Score: Raw -1508949.693119 + Penalty 3072.929319 = -1505876.763801
  nChanged 11
		SP:Iteration 27Q (16874.130000 sec): 3 clusters
  Score: Raw -1508954.385081 + Penalty 3072.929319 = -1505881.455762
  nChanged 3
		SP:Iteration 28Q (16874.160000 sec): 3 clusters
  Score: Raw -1508955.178541 + Penalty 3072.929319 = -1505882.249223
  nChanged 3
		SP:Iteration 29Q (16874.180000 sec): 3 clusters
  Score: Raw -1508956.204763 + Penalty 3072.929319 = -1505883.275444
  nChanged 1
		SP:Iteration 30Q (16874.200000 sec): 3 clusters
  Score: Raw -1508956.554338 + Penalty 3072.929319 = -1505883.625019
  nChanged 1
		SP:Iteration 31Q (16874.220000 sec): 3 clusters
  Score: Raw -1508957.225679 + Penalty 3072.929319 = -1505884.296361
  nChanged 2
		SP:Iteration 32Q (16874.250000 sec): 3 clusters
  Score: Raw -1508958.255629 + Penalty 3072.929319 = -1505885.326311
  nChanged 0
		SP:Iteration 33F (16874.280000 sec): 3 clusters
  Score: Raw -1508958.255629 + Penalty 3072.929319 = -1505885.326311
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16874.290000 sec): 2 clusters
  Score: Raw -452829.919530 + Penalty 1350.721955 = -451479.197575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16874.300000 sec): 3 clusters
  Score: Raw -450812.102569 + Penalty 2701.443910 = -448110.658659
  nChanged 1580
		SP:Iteration 1F (16874.310000 sec): 3 clusters
  Score: Raw -451692.837960 + Penalty 2701.443910 = -448991.394050
  nChanged 315
		SP:Iteration 2F (16874.320000 sec): 3 clusters
  Score: Raw -451877.944458 + Penalty 2701.443910 = -449176.500548
  nChanged 228
		SP:Iteration 3F (16874.330000 sec): 3 clusters
  Score: Raw -451997.742256 + Penalty 2701.443910 = -449296.298346
  nChanged 178
		SP:Iteration 4Q (16874.340000 sec): 3 clusters
  Score: Raw -452095.522406 + Penalty 2701.443910 = -449394.078496
  nChanged 162
		SP:Iteration 5Q (16874.350000 sec): 3 clusters
  Score: Raw -452201.729483 + Penalty 2701.443910 = -449500.285573
  nChanged 164
		SP:Iteration 6Q (16874.360000 sec): 3 clusters
  Score: Raw -452316.028467 + Penalty 2701.443910 = -449614.584557
  nChanged 163
		SP:Iteration 7Q (16874.370000 sec): 3 clusters
  Score: Raw -452453.525225 + Penalty 2701.443910 = -449752.081315
  nChanged 180
		SP:Iteration 8Q (16874.380000 sec): 3 clusters
  Score: Raw -452607.581779 + Penalty 2701.443910 = -449906.137869
  nChanged 172
		SP:Iteration 9Q (16874.390000 sec): 3 clusters
  Score: Raw -452752.039517 + Penalty 2701.443910 = -450050.595607
  nChanged 155
		SP:Iteration 10Q (16874.400000 sec): 3 clusters
  Score: Raw -452878.435762 + Penalty 2701.443910 = -450176.991852
  nChanged 136
		SP:Iteration 11Q (16874.410000 sec): 3 clusters
  Score: Raw -452989.888303 + Penalty 2701.443910 = -450288.444393
  nChanged 116
		SP:Iteration 12Q (16874.410000 sec): 3 clusters
  Score: Raw -453073.094166 + Penalty 2701.443910 = -450371.650256
  nChanged 97
		SP:Iteration 13Q (16874.420000 sec): 3 clusters
  Score: Raw -453140.529444 + Penalty 2701.443910 = -450439.085534
  nChanged 80
		SP:Iteration 14Q (16874.430000 sec): 3 clusters
  Score: Raw -453186.191842 + Penalty 2701.443910 = -450484.747932
  nChanged 62
		SP:Iteration 15Q (16874.440000 sec): 3 clusters
  Score: Raw -453215.202079 + Penalty 2701.443910 = -450513.758169
  nChanged 40
		SP:Iteration 16Q (16874.450000 sec): 3 clusters
  Score: Raw -453237.203774 + Penalty 2701.443910 = -450535.759864
  nChanged 40
		SP:Iteration 17Q (16874.460000 sec): 3 clusters
  Score: Raw -453254.118740 + Penalty 2701.443910 = -450552.674830
  nChanged 26
		SP:Iteration 18Q (16874.470000 sec): 3 clusters
  Score: Raw -453265.792871 + Penalty 2701.443910 = -450564.348961
  nChanged 22
		SP:Iteration 19Q (16874.470000 sec): 3 clusters
  Score: Raw -453275.520812 + Penalty 2701.443910 = -450574.076902
  nChanged 20
		SP:Iteration 20F (16874.490000 sec): 3 clusters
  Score: Raw -453282.049749 + Penalty 2701.443910 = -450580.605839
  nChanged 25
		SP:Iteration 21Q (16874.490000 sec): 3 clusters
  Score: Raw -453290.663477 + Penalty 2701.443910 = -450589.219567
  nChanged 19
		SP:Iteration 22Q (16874.500000 sec): 3 clusters
  Score: Raw -453298.323087 + Penalty 2701.443910 = -450596.879177
  nChanged 21
		SP:Iteration 23Q (16874.510000 sec): 3 clusters
  Score: Raw -453304.071959 + Penalty 2701.443910 = -450602.628049
  nChanged 13
		SP:Iteration 24Q (16874.520000 sec): 3 clusters
  Score: Raw -453308.016957 + Penalty 2701.443910 = -450606.573047
  nChanged 18
		SP:Iteration 25Q (16874.530000 sec): 3 clusters
  Score: Raw -453314.312472 + Penalty 2701.443910 = -450612.868562
  nChanged 20
		SP:Iteration 26Q (16874.540000 sec): 3 clusters
  Score: Raw -453320.644640 + Penalty 2701.443910 = -450619.200730
  nChanged 20
		SP:Iteration 27Q (16874.550000 sec): 3 clusters
  Score: Raw -453329.859961 + Penalty 2701.443910 = -450628.416051
  nChanged 22
		SP:Iteration 28Q (16874.550000 sec): 3 clusters
  Score: Raw -453338.302035 + Penalty 2701.443910 = -450636.858125
  nChanged 14
		SP:Iteration 29Q (16874.560000 sec): 3 clusters
  Score: Raw -453341.740798 + Penalty 2701.443910 = -450640.296888
  nChanged 10
		SP:Iteration 30Q (16874.570000 sec): 3 clusters
  Score: Raw -453345.517269 + Penalty 2701.443910 = -450644.073359
  nChanged 10
		SP:Iteration 31Q (16874.580000 sec): 3 clusters
  Score: Raw -453348.907606 + Penalty 2701.443910 = -450647.463696
  nChanged 11
		SP:Iteration 32Q (16874.590000 sec): 3 clusters
  Score: Raw -453351.528240 + Penalty 2701.443910 = -450650.084330
  nChanged 10
		SP:Iteration 33Q (16874.600000 sec): 3 clusters
  Score: Raw -453354.658567 + Penalty 2701.443910 = -450653.214657
  nChanged 9
		SP:Iteration 34Q (16874.610000 sec): 3 clusters
  Score: Raw -453356.878126 + Penalty 2701.443910 = -450655.434216
  nChanged 4
		SP:Iteration 35Q (16874.610000 sec): 3 clusters
  Score: Raw -453357.366114 + Penalty 2701.443910 = -450655.922204
  nChanged 5
		SP:Iteration 36Q (16874.620000 sec): 3 clusters
  Score: Raw -453358.637590 + Penalty 2701.443910 = -450657.193680
  nChanged 6
		SP:Iteration 37Q (16874.630000 sec): 3 clusters
  Score: Raw -453360.449230 + Penalty 2701.443910 = -450659.005320
  nChanged 9
		SP:Iteration 38Q (16874.640000 sec): 3 clusters
  Score: Raw -453362.092516 + Penalty 2701.443910 = -450660.648606
  nChanged 7
		SP:Iteration 39Q (16874.650000 sec): 3 clusters
  Score: Raw -453363.942653 + Penalty 2701.443910 = -450662.498743
  nChanged 10
		SP:Iteration 40F (16874.660000 sec): 3 clusters
  Score: Raw -453367.155564 + Penalty 2701.443910 = -450665.711654
  nChanged 6
		SP:Iteration 41Q (16874.670000 sec): 3 clusters
  Score: Raw -453368.607008 + Penalty 2701.443910 = -450667.163098
  nChanged 5
		SP:Iteration 42Q (16874.670000 sec): 3 clusters
  Score: Raw -453370.064067 + Penalty 2701.443910 = -450668.620157
  nChanged 5
		SP:Iteration 43Q (16874.680000 sec): 3 clusters
  Score: Raw -453371.160155 + Penalty 2701.443910 = -450669.716245
  nChanged 9
		SP:Iteration 44Q (16874.690000 sec): 3 clusters
  Score: Raw -453372.857513 + Penalty 2701.443910 = -450671.413603
  nChanged 6
		SP:Iteration 45Q (16874.700000 sec): 3 clusters
  Score: Raw -453373.999293 + Penalty 2701.443910 = -450672.555383
  nChanged 6
		SP:Iteration 46Q (16874.710000 sec): 3 clusters
  Score: Raw -453375.399310 + Penalty 2701.443910 = -450673.955401
  nChanged 5
		SP:Iteration 47Q (16874.720000 sec): 3 clusters
  Score: Raw -453376.379908 + Penalty 2701.443910 = -450674.935998
  nChanged 4
		SP:Iteration 48Q (16874.730000 sec): 3 clusters
  Score: Raw -453377.078970 + Penalty 2701.443910 = -450675.635060
  nChanged 5
		SP:Iteration 49Q (16874.730000 sec): 3 clusters
  Score: Raw -453378.198757 + Penalty 2701.443910 = -450676.754847
  nChanged 4
		SP:Iteration 50Q (16874.740000 sec): 3 clusters
  Score: Raw -453378.754862 + Penalty 2701.443910 = -450677.310952
  nChanged 2
		SP:Iteration 51Q (16874.750000 sec): 3 clusters
  Score: Raw -453379.069955 + Penalty 2701.443910 = -450677.626045
  nChanged 1
		SP:Iteration 52Q (16874.760000 sec): 3 clusters
  Score: Raw -453379.198869 + Penalty 2701.443910 = -450677.754959
  nChanged 1
		SP:Iteration 53Q (16874.770000 sec): 3 clusters
  Score: Raw -453379.312896 + Penalty 2701.443910 = -450677.868986
  nChanged 2
		SP:Iteration 54Q (16874.780000 sec): 3 clusters
  Score: Raw -453379.815582 + Penalty 2701.443910 = -450678.371672
  nChanged 3
		SP:Iteration 55Q (16874.790000 sec): 3 clusters
  Score: Raw -453380.427853 + Penalty 2701.443910 = -450678.983943
  nChanged 3
		SP:Iteration 56Q (16874.790000 sec): 3 clusters
  Score: Raw -453381.134149 + Penalty 2701.443910 = -450679.690239
  nChanged 2
		SP:Iteration 57Q (16874.800000 sec): 3 clusters
  Score: Raw -453381.426972 + Penalty 2701.443910 = -450679.983062
  nChanged 2
		SP:Iteration 58Q (16874.810000 sec): 3 clusters
  Score: Raw -453381.681911 + Penalty 2701.443910 = -450680.238001
  nChanged 0
		SP:Iteration 59F (16874.820000 sec): 3 clusters
  Score: Raw -453381.681911 + Penalty 2701.443910 = -450680.238001
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16874.830000 sec): 2 clusters
  Score: Raw -304723.772437 + Penalty 1290.171230 = -303433.601207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16874.840000 sec): 3 clusters
  Score: Raw -303436.045945 + Penalty 2580.342460 = -300855.703486
  nChanged 1036
		SP:Iteration 1F (16874.850000 sec): 3 clusters
  Score: Raw -304127.040430 + Penalty 2580.342460 = -301546.697970
  nChanged 253
		SP:Iteration 2F (16874.850000 sec): 3 clusters
  Score: Raw -304319.579250 + Penalty 2580.342460 = -301739.236790
  nChanged 153
		SP:Iteration 3F (16874.860000 sec): 3 clusters
  Score: Raw -304428.454787 + Penalty 2580.342460 = -301848.112327
  nChanged 120
		SP:Iteration 4Q (16874.870000 sec): 3 clusters
  Score: Raw -304493.360160 + Penalty 2580.342460 = -301913.017701
  nChanged 81
		SP:Iteration 5Q (16874.870000 sec): 3 clusters
  Score: Raw -304542.186802 + Penalty 2580.342460 = -301961.844343
  nChanged 77
		SP:Iteration 6Q (16874.880000 sec): 3 clusters
  Score: Raw -304586.679220 + Penalty 2580.342460 = -302006.336760
  nChanged 51
		SP:Iteration 7Q (16874.890000 sec): 3 clusters
  Score: Raw -304612.567243 + Penalty 2580.342460 = -302032.224784
  nChanged 45
		SP:Iteration 8Q (16874.890000 sec): 3 clusters
  Score: Raw -304638.654128 + Penalty 2580.342460 = -302058.311668
  nChanged 54
		SP:Iteration 9Q (16874.900000 sec): 3 clusters
  Score: Raw -304676.437481 + Penalty 2580.342460 = -302096.095022
  nChanged 50
		SP:Iteration 10Q (16874.910000 sec): 3 clusters
  Score: Raw -304717.050766 + Penalty 2580.342460 = -302136.708307
  nChanged 63
		SP:Iteration 11Q (16874.910000 sec): 3 clusters
  Score: Raw -304763.957732 + Penalty 2580.342460 = -302183.615272
  nChanged 60
		SP:Iteration 12Q (16874.920000 sec): 3 clusters
  Score: Raw -304822.861339 + Penalty 2580.342460 = -302242.518879
  nChanged 74
		SP:Iteration 13Q (16874.920000 sec): 3 clusters
  Score: Raw -304882.398362 + Penalty 2580.342460 = -302302.055902
  nChanged 82
		SP:Iteration 14Q (16874.930000 sec): 3 clusters
  Score: Raw -304963.861235 + Penalty 2580.342460 = -302383.518775
  nChanged 82
		SP:Iteration 15Q (16874.940000 sec): 3 clusters
  Score: Raw -305028.852697 + Penalty 2580.342460 = -302448.510238
  nChanged 64
		SP:Iteration 16Q (16874.940000 sec): 3 clusters
  Score: Raw -305075.411721 + Penalty 2580.342460 = -302495.069262
  nChanged 59
		SP:Iteration 17Q (16874.950000 sec): 3 clusters
  Score: Raw -305113.947558 + Penalty 2580.342460 = -302533.605098
  nChanged 54
		SP:Iteration 18Q (16874.950000 sec): 3 clusters
  Score: Raw -305152.983374 + Penalty 2580.342460 = -302572.640915
  nChanged 46
		SP:Iteration 19Q (16874.960000 sec): 3 clusters
  Score: Raw -305179.839061 + Penalty 2580.342460 = -302599.496601
  nChanged 36
		SP:Iteration 20F (16874.970000 sec): 3 clusters
  Score: Raw -305201.245857 + Penalty 2580.342460 = -302620.903397
  nChanged 26
		SP:Iteration 21Q (16874.970000 sec): 3 clusters
  Score: Raw -305217.579708 + Penalty 2580.342460 = -302637.237248
  nChanged 27
		SP:Iteration 22Q (16874.980000 sec): 3 clusters
  Score: Raw -305238.568176 + Penalty 2580.342460 = -302658.225716
  nChanged 39
		SP:Iteration 23Q (16874.990000 sec): 3 clusters
  Score: Raw -305265.686425 + Penalty 2580.342460 = -302685.343965
  nChanged 32
		SP:Iteration 24Q (16874.990000 sec): 3 clusters
  Score: Raw -305295.395495 + Penalty 2580.342460 = -302715.053035
  nChanged 32
		SP:Iteration 25Q (16875.000000 sec): 3 clusters
  Score: Raw -305318.111853 + Penalty 2580.342460 = -302737.769393
  nChanged 30
		SP:Iteration 26Q (16875.000000 sec): 3 clusters
  Score: Raw -305336.701548 + Penalty 2580.342460 = -302756.359088
  nChanged 32
		SP:Iteration 27Q (16875.010000 sec): 3 clusters
  Score: Raw -305365.605142 + Penalty 2580.342460 = -302785.262682
  nChanged 35
		SP:Iteration 28Q (16875.010000 sec): 3 clusters
  Score: Raw -305394.155667 + Penalty 2580.342460 = -302813.813208
  nChanged 30
		SP:Iteration 29Q (16875.020000 sec): 3 clusters
  Score: Raw -305417.866223 + Penalty 2580.342460 = -302837.523763
  nChanged 31
		SP:Iteration 30Q (16875.030000 sec): 3 clusters
  Score: Raw -305447.705826 + Penalty 2580.342460 = -302867.363367
  nChanged 28
		SP:Iteration 31Q (16875.030000 sec): 3 clusters
  Score: Raw -305473.833817 + Penalty 2580.342460 = -302893.491357
  nChanged 25
		SP:Iteration 32Q (16875.040000 sec): 3 clusters
  Score: Raw -305491.129880 + Penalty 2580.342460 = -302910.787420
  nChanged 26
		SP:Iteration 33Q (16875.040000 sec): 3 clusters
  Score: Raw -305510.056958 + Penalty 2580.342460 = -302929.714499
  nChanged 25
		SP:Iteration 34Q (16875.050000 sec): 3 clusters
  Score: Raw -305529.877872 + Penalty 2580.342460 = -302949.535413
  nChanged 25
		SP:Iteration 35Q (16875.050000 sec): 3 clusters
  Score: Raw -305547.969136 + Penalty 2580.342460 = -302967.626677
  nChanged 22
		SP:Iteration 36Q (16875.060000 sec): 3 clusters
  Score: Raw -305567.120805 + Penalty 2580.342460 = -302986.778345
  nChanged 25
		SP:Iteration 37Q (16875.070000 sec): 3 clusters
  Score: Raw -305596.123121 + Penalty 2580.342460 = -303015.780662
  nChanged 22
		SP:Iteration 38Q (16875.070000 sec): 3 clusters
  Score: Raw -305613.488779 + Penalty 2580.342460 = -303033.146320
  nChanged 16
		SP:Iteration 39Q (16875.080000 sec): 3 clusters
  Score: Raw -305627.318097 + Penalty 2580.342460 = -303046.975637
  nChanged 17
		SP:Iteration 40F (16875.090000 sec): 3 clusters
  Score: Raw -305648.498687 + Penalty 2580.342460 = -303068.156227
  nChanged 27
		SP:Iteration 41Q (16875.090000 sec): 3 clusters
  Score: Raw -305675.433129 + Penalty 2580.342460 = -303095.090670
  nChanged 18
		SP:Iteration 42Q (16875.090000 sec): 3 clusters
  Score: Raw -305691.617206 + Penalty 2580.342460 = -303111.274746
  nChanged 18
		SP:Iteration 43Q (16875.100000 sec): 3 clusters
  Score: Raw -305707.122714 + Penalty 2580.342460 = -303126.780254
  nChanged 23
		SP:Iteration 44Q (16875.110000 sec): 3 clusters
  Score: Raw -305727.005809 + Penalty 2580.342460 = -303146.663349
  nChanged 18
		SP:Iteration 45Q (16875.110000 sec): 3 clusters
  Score: Raw -305742.530467 + Penalty 2580.342460 = -303162.188008
  nChanged 13
		SP:Iteration 46Q (16875.120000 sec): 3 clusters
  Score: Raw -305747.871203 + Penalty 2580.342460 = -303167.528743
  nChanged 9
		SP:Iteration 47Q (16875.120000 sec): 3 clusters
  Score: Raw -305751.990837 + Penalty 2580.342460 = -303171.648377
  nChanged 6
		SP:Iteration 48Q (16875.130000 sec): 3 clusters
  Score: Raw -305754.982785 + Penalty 2580.342460 = -303174.640325
  nChanged 6
		SP:Iteration 49Q (16875.130000 sec): 3 clusters
  Score: Raw -305757.756148 + Penalty 2580.342460 = -303177.413689
  nChanged 3
		SP:Iteration 50Q (16875.140000 sec): 3 clusters
  Score: Raw -305759.875616 + Penalty 2580.342460 = -303179.533156
  nChanged 3
		SP:Iteration 51Q (16875.150000 sec): 3 clusters
  Score: Raw -305761.466724 + Penalty 2580.342460 = -303181.124264
  nChanged 1
		SP:Iteration 52Q (16875.150000 sec): 3 clusters
  Score: Raw -305761.987008 + Penalty 2580.342460 = -303181.644548
  nChanged 2
		SP:Iteration 53Q (16875.150000 sec): 3 clusters
  Score: Raw -305762.901846 + Penalty 2580.342460 = -303182.559386
  nChanged 1
		SP:Iteration 54Q (16875.160000 sec): 3 clusters
  Score: Raw -305763.127705 + Penalty 2580.342460 = -303182.785245
  nChanged 1
		SP:Iteration 55Q (16875.170000 sec): 3 clusters
  Score: Raw -305763.611895 + Penalty 2580.342460 = -303183.269435
  nChanged 1
		SP:Iteration 56Q (16875.170000 sec): 3 clusters
  Score: Raw -305763.890597 + Penalty 2580.342460 = -303183.548138
  nChanged 1
		SP:Iteration 57Q (16875.170000 sec): 3 clusters
  Score: Raw -305764.203996 + Penalty 2580.342460 = -303183.861536
  nChanged 0
		SP:Iteration 58F (16875.180000 sec): 3 clusters
  Score: Raw -305764.203996 + Penalty 2580.342460 = -303183.861536
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16875.190000 sec): 2 clusters
  Score: Raw -192614.207823 + Penalty 1217.029464 = -191397.178359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16875.190000 sec): 3 clusters
  Score: Raw -191846.162041 + Penalty 2434.058927 = -189412.103113
  nChanged 627
		SP:Iteration 1F (16875.200000 sec): 3 clusters
  Score: Raw -192276.079502 + Penalty 2434.058927 = -189842.020575
  nChanged 147
		SP:Iteration 2F (16875.200000 sec): 3 clusters
  Score: Raw -192417.074525 + Penalty 2434.058927 = -189983.015597
  nChanged 108
		SP:Iteration 3F (16875.210000 sec): 3 clusters
  Score: Raw -192536.770657 + Penalty 2434.058927 = -190102.711730
  nChanged 92
		SP:Iteration 4F (16875.210000 sec): 3 clusters
  Score: Raw -192654.577304 + Penalty 2434.058927 = -190220.518377
  nChanged 72
		SP:Iteration 5Q (16875.220000 sec): 3 clusters
  Score: Raw -192739.490123 + Penalty 2434.058927 = -190305.431196
  nChanged 63
		SP:Iteration 6Q (16875.220000 sec): 3 clusters
  Score: Raw -192819.119980 + Penalty 2434.058927 = -190385.061053
  nChanged 59
		SP:Iteration 7Q (16875.230000 sec): 3 clusters
  Score: Raw -192868.646874 + Penalty 2434.058927 = -190434.587947
  nChanged 53
		SP:Iteration 8Q (16875.230000 sec): 3 clusters
  Score: Raw -192911.870632 + Penalty 2434.058927 = -190477.811705
  nChanged 47
		SP:Iteration 9Q (16875.230000 sec): 3 clusters
  Score: Raw -192959.222691 + Penalty 2434.058927 = -190525.163764
  nChanged 39
		SP:Iteration 10Q (16875.240000 sec): 3 clusters
  Score: Raw -192993.574973 + Penalty 2434.058927 = -190559.516046
  nChanged 32
		SP:Iteration 11Q (16875.240000 sec): 3 clusters
  Score: Raw -193016.981580 + Penalty 2434.058927 = -190582.922653
  nChanged 30
		SP:Iteration 12Q (16875.250000 sec): 3 clusters
  Score: Raw -193043.224319 + Penalty 2434.058927 = -190609.165392
  nChanged 28
		SP:Iteration 13Q (16875.250000 sec): 3 clusters
  Score: Raw -193061.665025 + Penalty 2434.058927 = -190627.606098
  nChanged 31
		SP:Iteration 14Q (16875.250000 sec): 3 clusters
  Score: Raw -193083.336468 + Penalty 2434.058927 = -190649.277540
  nChanged 16
		SP:Iteration 15Q (16875.260000 sec): 3 clusters
  Score: Raw -193091.879341 + Penalty 2434.058927 = -190657.820414
  nChanged 12
		SP:Iteration 16Q (16875.260000 sec): 3 clusters
  Score: Raw -193100.360139 + Penalty 2434.058927 = -190666.301212
  nChanged 15
		SP:Iteration 17Q (16875.270000 sec): 3 clusters
  Score: Raw -193108.571119 + Penalty 2434.058927 = -190674.512192
  nChanged 11
		SP:Iteration 18Q (16875.270000 sec): 3 clusters
  Score: Raw -193114.874793 + Penalty 2434.058927 = -190680.815866
  nChanged 11
		SP:Iteration 19Q (16875.270000 sec): 3 clusters
  Score: Raw -193122.273397 + Penalty 2434.058927 = -190688.214470
  nChanged 13
		SP:Iteration 20F (16875.280000 sec): 3 clusters
  Score: Raw -193131.199722 + Penalty 2434.058927 = -190697.140795
  nChanged 10
		SP:Iteration 21Q (16875.280000 sec): 3 clusters
  Score: Raw -193138.777159 + Penalty 2434.058927 = -190704.718232
  nChanged 17
		SP:Iteration 22Q (16875.290000 sec): 3 clusters
  Score: Raw -193147.207702 + Penalty 2434.058927 = -190713.148775
  nChanged 17
		SP:Iteration 23Q (16875.290000 sec): 3 clusters
  Score: Raw -193162.190209 + Penalty 2434.058927 = -190728.131282
  nChanged 12
		SP:Iteration 24Q (16875.290000 sec): 3 clusters
  Score: Raw -193171.776741 + Penalty 2434.058927 = -190737.717814
  nChanged 17
		SP:Iteration 25Q (16875.290000 sec): 3 clusters
  Score: Raw -193181.006915 + Penalty 2434.058927 = -190746.947988
  nChanged 13
		SP:Iteration 26Q (16875.300000 sec): 3 clusters
  Score: Raw -193192.041777 + Penalty 2434.058927 = -190757.982849
  nChanged 15
		SP:Iteration 27Q (16875.300000 sec): 3 clusters
  Score: Raw -193202.160595 + Penalty 2434.058927 = -190768.101668
  nChanged 20
		SP:Iteration 28Q (16875.310000 sec): 3 clusters
  Score: Raw -193215.498187 + Penalty 2434.058927 = -190781.439260
  nChanged 16
		SP:Iteration 29Q (16875.310000 sec): 3 clusters
  Score: Raw -193224.664831 + Penalty 2434.058927 = -190790.605904
  nChanged 15
		SP:Iteration 30Q (16875.310000 sec): 3 clusters
  Score: Raw -193232.493302 + Penalty 2434.058927 = -190798.434374
  nChanged 7
		SP:Iteration 31Q (16875.320000 sec): 3 clusters
  Score: Raw -193235.609309 + Penalty 2434.058927 = -190801.550382
  nChanged 5
		SP:Iteration 32Q (16875.320000 sec): 3 clusters
  Score: Raw -193238.201925 + Penalty 2434.058927 = -190804.142998
  nChanged 9
		SP:Iteration 33Q (16875.330000 sec): 3 clusters
  Score: Raw -193242.136289 + Penalty 2434.058927 = -190808.077362
  nChanged 7
		SP:Iteration 34Q (16875.330000 sec): 3 clusters
  Score: Raw -193248.017539 + Penalty 2434.058927 = -190813.958612
  nChanged 12
		SP:Iteration 35Q (16875.330000 sec): 3 clusters
  Score: Raw -193258.759103 + Penalty 2434.058927 = -190824.700176
  nChanged 7
		SP:Iteration 36Q (16875.340000 sec): 3 clusters
  Score: Raw -193263.144030 + Penalty 2434.058927 = -190829.085103
  nChanged 9
		SP:Iteration 37Q (16875.340000 sec): 3 clusters
  Score: Raw -193268.056585 + Penalty 2434.058927 = -190833.997658
  nChanged 6
		SP:Iteration 38Q (16875.350000 sec): 3 clusters
  Score: Raw -193273.442818 + Penalty 2434.058927 = -190839.383891
  nChanged 9
		SP:Iteration 39Q (16875.350000 sec): 3 clusters
  Score: Raw -193286.134657 + Penalty 2434.058927 = -190852.075730
  nChanged 9
		SP:Iteration 40F (16875.350000 sec): 3 clusters
  Score: Raw -193295.896092 + Penalty 2434.058927 = -190861.837165
  nChanged 10
		SP:Iteration 41Q (16875.360000 sec): 3 clusters
  Score: Raw -193305.761032 + Penalty 2434.058927 = -190871.702105
  nChanged 11
		SP:Iteration 42Q (16875.360000 sec): 3 clusters
  Score: Raw -193316.257073 + Penalty 2434.058927 = -190882.198146
  nChanged 13
		SP:Iteration 43Q (16875.370000 sec): 3 clusters
  Score: Raw -193328.070203 + Penalty 2434.058927 = -190894.011276
  nChanged 9
		SP:Iteration 44Q (16875.370000 sec): 3 clusters
  Score: Raw -193333.845722 + Penalty 2434.058927 = -190899.786795
  nChanged 8
		SP:Iteration 45Q (16875.370000 sec): 3 clusters
  Score: Raw -193339.282148 + Penalty 2434.058927 = -190905.223221
  nChanged 6
		SP:Iteration 46Q (16875.380000 sec): 3 clusters
  Score: Raw -193343.225349 + Penalty 2434.058927 = -190909.166422
  nChanged 7
		SP:Iteration 47Q (16875.380000 sec): 3 clusters
  Score: Raw -193347.827595 + Penalty 2434.058927 = -190913.768667
  nChanged 8
		SP:Iteration 48Q (16875.390000 sec): 3 clusters
  Score: Raw -193352.598857 + Penalty 2434.058927 = -190918.539930
  nChanged 3
		SP:Iteration 49Q (16875.390000 sec): 3 clusters
  Score: Raw -193353.862998 + Penalty 2434.058927 = -190919.804071
  nChanged 2
		SP:Iteration 50Q (16875.390000 sec): 3 clusters
  Score: Raw -193355.564132 + Penalty 2434.058927 = -190921.505205
  nChanged 5
		SP:Iteration 51Q (16875.390000 sec): 3 clusters
  Score: Raw -193358.576574 + Penalty 2434.058927 = -190924.517647
  nChanged 4
		SP:Iteration 52Q (16875.400000 sec): 3 clusters
  Score: Raw -193360.602668 + Penalty 2434.058927 = -190926.543741
  nChanged 2
		SP:Iteration 53Q (16875.400000 sec): 3 clusters
  Score: Raw -193362.115116 + Penalty 2434.058927 = -190928.056189
  nChanged 2
		SP:Iteration 54Q (16875.410000 sec): 3 clusters
  Score: Raw -193362.727745 + Penalty 2434.058927 = -190928.668817
  nChanged 1
		SP:Iteration 55Q (16875.410000 sec): 3 clusters
  Score: Raw -193363.513761 + Penalty 2434.058927 = -190929.454834
  nChanged 3
		SP:Iteration 56Q (16875.410000 sec): 3 clusters
  Score: Raw -193364.973761 + Penalty 2434.058927 = -190930.914834
  nChanged 2
		SP:Iteration 57Q (16875.420000 sec): 3 clusters
  Score: Raw -193366.076935 + Penalty 2434.058927 = -190932.018008
  nChanged 3
		SP:Iteration 58Q (16875.420000 sec): 3 clusters
  Score: Raw -193367.721962 + Penalty 2434.058927 = -190933.663035
  nChanged 1
		SP:Iteration 59Q (16875.430000 sec): 3 clusters
  Score: Raw -193369.090658 + Penalty 2434.058927 = -190935.031731
  nChanged 1
		SP:Iteration 60F (16875.430000 sec): 3 clusters
  Score: Raw -193369.605397 + Penalty 2434.058927 = -190935.546470
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16875.470000 sec): 2 clusters
  Score: Raw -1432954.509581 + Penalty 1533.032112 = -1431421.477469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16875.500000 sec): 3 clusters
  Score: Raw -1425665.821393 + Penalty 3066.064224 = -1422599.757169
  nChanged 5547
		SP:Iteration 1F (16875.530000 sec): 3 clusters
  Score: Raw -1428720.696631 + Penalty 3066.064224 = -1425654.632406
  nChanged 777
		SP:Iteration 2F (16875.560000 sec): 3 clusters
  Score: Raw -1429100.326764 + Penalty 3066.064224 = -1426034.262540
  nChanged 721
		SP:Iteration 3F (16875.590000 sec): 3 clusters
  Score: Raw -1429450.629843 + Penalty 3066.064224 = -1426384.565618
  nChanged 672
		SP:Iteration 4F (16875.620000 sec): 3 clusters
  Score: Raw -1429809.853538 + Penalty 3066.064224 = -1426743.789314
  nChanged 655
		SP:Iteration 5F (16875.650000 sec): 3 clusters
  Score: Raw -1430207.788233 + Penalty 3066.064224 = -1427141.724009
  nChanged 614
		SP:Iteration 6Q (16875.680000 sec): 3 clusters
  Score: Raw -1430606.093471 + Penalty 3066.064224 = -1427540.029247
  nChanged 582
		SP:Iteration 7Q (16875.710000 sec): 3 clusters
  Score: Raw -1431019.498417 + Penalty 3066.064224 = -1427953.434193
  nChanged 545
		SP:Iteration 8Q (16875.740000 sec): 3 clusters
  Score: Raw -1431381.688489 + Penalty 3066.064224 = -1428315.624265
  nChanged 463
		SP:Iteration 9Q (16875.770000 sec): 3 clusters
  Score: Raw -1431689.977882 + Penalty 3066.064224 = -1428623.913658
  nChanged 382
		SP:Iteration 10Q (16875.800000 sec): 3 clusters
  Score: Raw -1431905.723206 + Penalty 3066.064224 = -1428839.658982
  nChanged 339
		SP:Iteration 11Q (16875.830000 sec): 3 clusters
  Score: Raw -1432090.707185 + Penalty 3066.064224 = -1429024.642961
  nChanged 311
		SP:Iteration 12Q (16875.850000 sec): 3 clusters
  Score: Raw -1432250.587662 + Penalty 3066.064224 = -1429184.523438
  nChanged 261
		SP:Iteration 13Q (16875.880000 sec): 3 clusters
  Score: Raw -1432382.203871 + Penalty 3066.064224 = -1429316.139647
  nChanged 234
		SP:Iteration 14Q (16875.910000 sec): 3 clusters
  Score: Raw -1432499.308049 + Penalty 3066.064224 = -1429433.243824
  nChanged 222
		SP:Iteration 15Q (16875.940000 sec): 3 clusters
  Score: Raw -1432613.934659 + Penalty 3066.064224 = -1429547.870435
  nChanged 196
		SP:Iteration 16Q (16875.970000 sec): 3 clusters
  Score: Raw -1432711.482988 + Penalty 3066.064224 = -1429645.418764
  nChanged 159
		SP:Iteration 17Q (16875.990000 sec): 3 clusters
  Score: Raw -1432795.780840 + Penalty 3066.064224 = -1429729.716616
  nChanged 147
		SP:Iteration 18Q (16876.020000 sec): 3 clusters
  Score: Raw -1432868.579805 + Penalty 3066.064224 = -1429802.515581
  nChanged 113
		SP:Iteration 19Q (16876.050000 sec): 3 clusters
  Score: Raw -1432918.966543 + Penalty 3066.064224 = -1429852.902319
  nChanged 92
		SP:Iteration 20F (16876.070000 sec): 3 clusters
  Score: Raw -1432965.046207 + Penalty 3066.064224 = -1429898.981983
  nChanged 92
		SP:Iteration 21Q (16876.100000 sec): 3 clusters
  Score: Raw -1433018.257111 + Penalty 3066.064224 = -1429952.192887
  nChanged 83
		SP:Iteration 22Q (16876.120000 sec): 3 clusters
  Score: Raw -1433061.058359 + Penalty 3066.064224 = -1429994.994135
  nChanged 59
		SP:Iteration 23Q (16876.150000 sec): 3 clusters
  Score: Raw -1433092.128530 + Penalty 3066.064224 = -1430026.064306
  nChanged 52
		SP:Iteration 24Q (16876.170000 sec): 3 clusters
  Score: Raw -1433116.669220 + Penalty 3066.064224 = -1430050.604996
  nChanged 40
		SP:Iteration 25Q (16876.190000 sec): 3 clusters
  Score: Raw -1433135.970124 + Penalty 3066.064224 = -1430069.905900
  nChanged 24
		SP:Iteration 26Q (16876.220000 sec): 3 clusters
  Score: Raw -1433147.986181 + Penalty 3066.064224 = -1430081.921957
  nChanged 32
		SP:Iteration 27Q (16876.240000 sec): 3 clusters
  Score: Raw -1433164.523267 + Penalty 3066.064224 = -1430098.459043
  nChanged 34
		SP:Iteration 28Q (16876.270000 sec): 3 clusters
  Score: Raw -1433182.590228 + Penalty 3066.064224 = -1430116.526003
  nChanged 28
		SP:Iteration 29Q (16876.290000 sec): 3 clusters
  Score: Raw -1433199.606058 + Penalty 3066.064224 = -1430133.541834
  nChanged 30
		SP:Iteration 30Q (16876.310000 sec): 3 clusters
  Score: Raw -1433216.381122 + Penalty 3066.064224 = -1430150.316898
  nChanged 18
		SP:Iteration 31Q (16876.330000 sec): 3 clusters
  Score: Raw -1433224.881717 + Penalty 3066.064224 = -1430158.817493
  nChanged 19
		SP:Iteration 32Q (16876.360000 sec): 3 clusters
  Score: Raw -1433234.843304 + Penalty 3066.064224 = -1430168.779079
  nChanged 15
		SP:Iteration 33Q (16876.380000 sec): 3 clusters
  Score: Raw -1433242.607379 + Penalty 3066.064224 = -1430176.543155
  nChanged 14
		SP:Iteration 34Q (16876.400000 sec): 3 clusters
  Score: Raw -1433249.404152 + Penalty 3066.064224 = -1430183.339928
  nChanged 13
		SP:Iteration 35Q (16876.430000 sec): 3 clusters
  Score: Raw -1433255.315100 + Penalty 3066.064224 = -1430189.250876
  nChanged 6
		SP:Iteration 36Q (16876.450000 sec): 3 clusters
  Score: Raw -1433259.129845 + Penalty 3066.064224 = -1430193.065621
  nChanged 4
		SP:Iteration 37Q (16876.470000 sec): 3 clusters
  Score: Raw -1433260.963896 + Penalty 3066.064224 = -1430194.899672
  nChanged 3
		SP:Iteration 38Q (16876.490000 sec): 3 clusters
  Score: Raw -1433262.328005 + Penalty 3066.064224 = -1430196.263781
  nChanged 0
		SP:Iteration 39F (16876.530000 sec): 3 clusters
  Score: Raw -1433262.328005 + Penalty 3066.064224 = -1430196.263781
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16876.540000 sec): 2 clusters
  Score: Raw -377603.829359 + Penalty 1314.590741 = -376289.238618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16876.550000 sec): 3 clusters
  Score: Raw -376012.055528 + Penalty 2629.181482 = -373382.874045
  nChanged 1314
		SP:Iteration 1F (16876.550000 sec): 3 clusters
  Score: Raw -376744.612597 + Penalty 2629.181482 = -374115.431115
  nChanged 224
		SP:Iteration 2F (16876.560000 sec): 3 clusters
  Score: Raw -376873.467765 + Penalty 2629.181482 = -374244.286283
  nChanged 153
		SP:Iteration 3Q (16876.570000 sec): 3 clusters
  Score: Raw -376955.903626 + Penalty 2629.181482 = -374326.722144
  nChanged 120
		SP:Iteration 4Q (16876.580000 sec): 3 clusters
  Score: Raw -377007.996009 + Penalty 2629.181482 = -374378.814527
  nChanged 94
		SP:Iteration 5Q (16876.590000 sec): 3 clusters
  Score: Raw -377052.290480 + Penalty 2629.181482 = -374423.108998
  nChanged 86
		SP:Iteration 6Q (16876.590000 sec): 3 clusters
  Score: Raw -377097.102372 + Penalty 2629.181482 = -374467.920890
  nChanged 87
		SP:Iteration 7Q (16876.600000 sec): 3 clusters
  Score: Raw -377138.714424 + Penalty 2629.181482 = -374509.532942
  nChanged 74
		SP:Iteration 8Q (16876.610000 sec): 3 clusters
  Score: Raw -377166.894004 + Penalty 2629.181482 = -374537.712522
  nChanged 49
		SP:Iteration 9Q (16876.620000 sec): 3 clusters
  Score: Raw -377187.897375 + Penalty 2629.181482 = -374558.715892
  nChanged 63
		SP:Iteration 10Q (16876.630000 sec): 3 clusters
  Score: Raw -377215.052876 + Penalty 2629.181482 = -374585.871394
  nChanged 65
		SP:Iteration 11Q (16876.630000 sec): 3 clusters
  Score: Raw -377248.132890 + Penalty 2629.181482 = -374618.951408
  nChanged 72
		SP:Iteration 12Q (16876.640000 sec): 3 clusters
  Score: Raw -377286.653516 + Penalty 2629.181482 = -374657.472034
  nChanged 69
		SP:Iteration 13Q (16876.650000 sec): 3 clusters
  Score: Raw -377323.499467 + Penalty 2629.181482 = -374694.317984
  nChanged 77
		SP:Iteration 14Q (16876.660000 sec): 3 clusters
  Score: Raw -377366.738762 + Penalty 2629.181482 = -374737.557279
  nChanged 72
		SP:Iteration 15Q (16876.660000 sec): 3 clusters
  Score: Raw -377401.231049 + Penalty 2629.181482 = -374772.049567
  nChanged 67
		SP:Iteration 16Q (16876.670000 sec): 3 clusters
  Score: Raw -377437.273318 + Penalty 2629.181482 = -374808.091836
  nChanged 55
		SP:Iteration 17Q (16876.680000 sec): 3 clusters
  Score: Raw -377467.317226 + Penalty 2629.181482 = -374838.135744
  nChanged 44
		SP:Iteration 18Q (16876.690000 sec): 3 clusters
  Score: Raw -377490.656432 + Penalty 2629.181482 = -374861.474950
  nChanged 37
		SP:Iteration 19Q (16876.690000 sec): 3 clusters
  Score: Raw -377507.021132 + Penalty 2629.181482 = -374877.839649
  nChanged 21
		SP:Iteration 20F (16876.700000 sec): 3 clusters
  Score: Raw -377515.853168 + Penalty 2629.181482 = -374886.671686
  nChanged 22
		SP:Iteration 21Q (16876.710000 sec): 3 clusters
  Score: Raw -377526.391441 + Penalty 2629.181482 = -374897.209959
  nChanged 23
		SP:Iteration 22Q (16876.720000 sec): 3 clusters
  Score: Raw -377536.104410 + Penalty 2629.181482 = -374906.922928
  nChanged 28
		SP:Iteration 23Q (16876.730000 sec): 3 clusters
  Score: Raw -377549.357663 + Penalty 2629.181482 = -374920.176181
  nChanged 26
		SP:Iteration 24Q (16876.730000 sec): 3 clusters
  Score: Raw -377563.257630 + Penalty 2629.181482 = -374934.076148
  nChanged 23
		SP:Iteration 25Q (16876.740000 sec): 3 clusters
  Score: Raw -377574.074303 + Penalty 2629.181482 = -374944.892821
  nChanged 21
		SP:Iteration 26Q (16876.750000 sec): 3 clusters
  Score: Raw -377583.176159 + Penalty 2629.181482 = -374953.994677
  nChanged 25
		SP:Iteration 27Q (16876.750000 sec): 3 clusters
  Score: Raw -377596.958360 + Penalty 2629.181482 = -374967.776878
  nChanged 24
		SP:Iteration 28Q (16876.760000 sec): 3 clusters
  Score: Raw -377607.654454 + Penalty 2629.181482 = -374978.472972
  nChanged 13
		SP:Iteration 29Q (16876.770000 sec): 3 clusters
  Score: Raw -377613.698338 + Penalty 2629.181482 = -374984.516856
  nChanged 15
		SP:Iteration 30Q (16876.780000 sec): 3 clusters
  Score: Raw -377624.915173 + Penalty 2629.181482 = -374995.733691
  nChanged 19
		SP:Iteration 31Q (16876.790000 sec): 3 clusters
  Score: Raw -377634.687005 + Penalty 2629.181482 = -375005.505523
  nChanged 16
		SP:Iteration 32Q (16876.790000 sec): 3 clusters
  Score: Raw -377644.545022 + Penalty 2629.181482 = -375015.363540
  nChanged 17
		SP:Iteration 33Q (16876.800000 sec): 3 clusters
  Score: Raw -377655.129904 + Penalty 2629.181482 = -375025.948422
  nChanged 16
		SP:Iteration 34Q (16876.810000 sec): 3 clusters
  Score: Raw -377664.822668 + Penalty 2629.181482 = -375035.641186
  nChanged 14
		SP:Iteration 35Q (16876.810000 sec): 3 clusters
  Score: Raw -377672.021573 + Penalty 2629.181482 = -375042.840091
  nChanged 14
		SP:Iteration 36Q (16876.820000 sec): 3 clusters
  Score: Raw -377679.797317 + Penalty 2629.181482 = -375050.615834
  nChanged 12
		SP:Iteration 37Q (16876.830000 sec): 3 clusters
  Score: Raw -377686.664735 + Penalty 2629.181482 = -375057.483253
  nChanged 10
		SP:Iteration 38Q (16876.840000 sec): 3 clusters
  Score: Raw -377693.637904 + Penalty 2629.181482 = -375064.456421
  nChanged 7
		SP:Iteration 39Q (16876.840000 sec): 3 clusters
  Score: Raw -377697.996747 + Penalty 2629.181482 = -375068.815265
  nChanged 9
		SP:Iteration 40F (16876.850000 sec): 3 clusters
  Score: Raw -377704.069728 + Penalty 2629.181482 = -375074.888246
  nChanged 12
		SP:Iteration 41Q (16876.860000 sec): 3 clusters
  Score: Raw -377712.445629 + Penalty 2629.181482 = -375083.264147
  nChanged 13
		SP:Iteration 42Q (16876.870000 sec): 3 clusters
  Score: Raw -377720.220738 + Penalty 2629.181482 = -375091.039256
  nChanged 11
		SP:Iteration 43Q (16876.870000 sec): 3 clusters
  Score: Raw -377726.249186 + Penalty 2629.181482 = -375097.067703
  nChanged 7
		SP:Iteration 44Q (16876.880000 sec): 3 clusters
  Score: Raw -377730.707556 + Penalty 2629.181482 = -375101.526074
  nChanged 5
		SP:Iteration 45Q (16876.890000 sec): 3 clusters
  Score: Raw -377734.181785 + Penalty 2629.181482 = -375105.000303
  nChanged 7
		SP:Iteration 46Q (16876.890000 sec): 3 clusters
  Score: Raw -377739.511317 + Penalty 2629.181482 = -375110.329835
  nChanged 4
		SP:Iteration 47Q (16876.900000 sec): 3 clusters
  Score: Raw -377742.461583 + Penalty 2629.181482 = -375113.280101
  nChanged 6
		SP:Iteration 48Q (16876.910000 sec): 3 clusters
  Score: Raw -377746.643011 + Penalty 2629.181482 = -375117.461529
  nChanged 4
		SP:Iteration 49Q (16876.920000 sec): 3 clusters
  Score: Raw -377751.460852 + Penalty 2629.181482 = -375122.279370
  nChanged 6
		SP:Iteration 50Q (16876.920000 sec): 3 clusters
  Score: Raw -377755.514482 + Penalty 2629.181482 = -375126.332999
  nChanged 8
		SP:Iteration 51Q (16876.930000 sec): 3 clusters
  Score: Raw -377759.666223 + Penalty 2629.181482 = -375130.484741
  nChanged 4
		SP:Iteration 52Q (16876.940000 sec): 3 clusters
  Score: Raw -377760.858388 + Penalty 2629.181482 = -375131.676906
  nChanged 3
		SP:Iteration 53Q (16876.950000 sec): 3 clusters
  Score: Raw -377762.552555 + Penalty 2629.181482 = -375133.371072
  nChanged 2
		SP:Iteration 54Q (16876.950000 sec): 3 clusters
  Score: Raw -377763.268127 + Penalty 2629.181482 = -375134.086645
  nChanged 1
		SP:Iteration 55Q (16876.960000 sec): 3 clusters
  Score: Raw -377763.532530 + Penalty 2629.181482 = -375134.351048
  nChanged 1
		SP:Iteration 56Q (16876.970000 sec): 3 clusters
  Score: Raw -377763.829517 + Penalty 2629.181482 = -375134.648034
  nChanged 2
		SP:Iteration 57Q (16876.970000 sec): 3 clusters
  Score: Raw -377764.620462 + Penalty 2629.181482 = -375135.438979
  nChanged 2
		SP:Iteration 58Q (16876.980000 sec): 3 clusters
  Score: Raw -377765.659704 + Penalty 2629.181482 = -375136.478222
  nChanged 3
		SP:Iteration 59Q (16876.990000 sec): 3 clusters
  Score: Raw -377767.014565 + Penalty 2629.181482 = -375137.833083
  nChanged 3
		SP:Iteration 60F (16876.990000 sec): 3 clusters
  Score: Raw -377769.092355 + Penalty 2629.181482 = -375139.910873
  nChanged 2
		SP:Iteration 61Q (16877.000000 sec): 3 clusters
  Score: Raw -377770.997488 + Penalty 2629.181482 = -375141.816006
  nChanged 0
		SP:Iteration 62F (16877.010000 sec): 3 clusters
  Score: Raw -377770.997488 + Penalty 2629.181482 = -375141.816006
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16877.010000 sec): 2 clusters
  Score: Raw -27032.169627 + Penalty 913.315141 = -26118.854486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16877.010000 sec): 3 clusters
  Score: Raw -27163.092714 + Penalty 1826.630281 = -25336.462432
  nChanged 62
		SP:Iteration 1F (16877.020000 sec): 3 clusters
  Score: Raw -27377.294674 + Penalty 1826.630281 = -25550.664393
  nChanged 19
		SP:Iteration 2F (16877.020000 sec): 3 clusters
  Score: Raw -27466.586606 + Penalty 1826.630281 = -25639.956325
  nChanged 6
		SP:Iteration 3Q (16877.020000 sec): 3 clusters
  Score: Raw -27485.702663 + Penalty 1826.630281 = -25659.072381
  nChanged 0
		SP:Iteration 4F (16877.020000 sec): 3 clusters
  Score: Raw -27485.702663 + Penalty 1826.630281 = -25659.072381
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16877.070000 sec): 2 clusters
  Score: Raw -1982894.318531 + Penalty 1586.817336 = -1981307.501195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16877.110000 sec): 3 clusters
  Score: Raw -1972610.165257 + Penalty 3173.634672 = -1969436.530586
  nChanged 7850
		SP:Iteration 1F (16877.150000 sec): 3 clusters
  Score: Raw -1976884.760590 + Penalty 3173.634672 = -1973711.125919
  nChanged 912
		SP:Iteration 2F (16877.190000 sec): 3 clusters
  Score: Raw -1977266.315302 + Penalty 3173.634672 = -1974092.680630
  nChanged 941
		SP:Iteration 3F (16877.240000 sec): 3 clusters
  Score: Raw -1977778.369426 + Penalty 3173.634672 = -1974604.734754
  nChanged 1098
		SP:Iteration 4F (16877.280000 sec): 3 clusters
  Score: Raw -1978486.776678 + Penalty 3173.634672 = -1975313.142007
  nChanged 1233
		SP:Iteration 5F (16877.320000 sec): 3 clusters
  Score: Raw -1979364.304761 + Penalty 3173.634672 = -1976190.670089
  nChanged 1289
		SP:Iteration 6F (16877.370000 sec): 3 clusters
  Score: Raw -1980399.877471 + Penalty 3173.634672 = -1977226.242800
  nChanged 1198
		SP:Iteration 7F (16877.410000 sec): 3 clusters
  Score: Raw -1981489.306412 + Penalty 3173.634672 = -1978315.671740
  nChanged 898
		SP:Iteration 8F (16877.450000 sec): 3 clusters
  Score: Raw -1982397.806346 + Penalty 3173.634672 = -1979224.171675
  nChanged 631
		SP:Iteration 9Q (16877.490000 sec): 3 clusters
  Score: Raw -1983104.832879 + Penalty 3173.634672 = -1979931.198207
  nChanged 386
		SP:Iteration 10Q (16877.530000 sec): 3 clusters
  Score: Raw -1983483.498482 + Penalty 3173.634672 = -1980309.863811
  nChanged 241
		SP:Iteration 11Q (16877.570000 sec): 3 clusters
  Score: Raw -1983639.645960 + Penalty 3173.634672 = -1980466.011288
  nChanged 135
		SP:Iteration 12Q (16877.600000 sec): 3 clusters
  Score: Raw -1983708.685477 + Penalty 3173.634672 = -1980535.050805
  nChanged 92
		SP:Iteration 13Q (16877.630000 sec): 3 clusters
  Score: Raw -1983737.345305 + Penalty 3173.634672 = -1980563.710633
  nChanged 49
		SP:Iteration 14Q (16877.670000 sec): 3 clusters
  Score: Raw -1983753.365432 + Penalty 3173.634672 = -1980579.730760
  nChanged 37
		SP:Iteration 15Q (16877.700000 sec): 3 clusters
  Score: Raw -1983763.818387 + Penalty 3173.634672 = -1980590.183715
  nChanged 34
		SP:Iteration 16Q (16877.730000 sec): 3 clusters
  Score: Raw -1983771.757414 + Penalty 3173.634672 = -1980598.122743
  nChanged 26
		SP:Iteration 17Q (16877.770000 sec): 3 clusters
  Score: Raw -1983777.765845 + Penalty 3173.634672 = -1980604.131174
  nChanged 24
		SP:Iteration 18Q (16877.800000 sec): 3 clusters
  Score: Raw -1983783.553059 + Penalty 3173.634672 = -1980609.918387
  nChanged 21
		SP:Iteration 19Q (16877.830000 sec): 3 clusters
  Score: Raw -1983787.445931 + Penalty 3173.634672 = -1980613.811260
  nChanged 11
		SP:Iteration 20F (16877.870000 sec): 3 clusters
  Score: Raw -1983789.382917 + Penalty 3173.634672 = -1980615.748245
  nChanged 6
		SP:Iteration 21Q (16877.910000 sec): 3 clusters
  Score: Raw -1983790.701701 + Penalty 3173.634672 = -1980617.067030
  nChanged 5
		SP:Iteration 22Q (16877.940000 sec): 3 clusters
  Score: Raw -1983791.708745 + Penalty 3173.634672 = -1980618.074073
  nChanged 5
		SP:Iteration 23Q (16877.970000 sec): 3 clusters
  Score: Raw -1983792.747248 + Penalty 3173.634672 = -1980619.112576
  nChanged 4
		SP:Iteration 24Q (16878.010000 sec): 3 clusters
  Score: Raw -1983793.523112 + Penalty 3173.634672 = -1980619.888440
  nChanged 5
		SP:Iteration 25Q (16878.040000 sec): 3 clusters
  Score: Raw -1983794.360534 + Penalty 3173.634672 = -1980620.725862
  nChanged 2
		SP:Iteration 26Q (16878.070000 sec): 3 clusters
  Score: Raw -1983795.059687 + Penalty 3173.634672 = -1980621.425015
  nChanged 1
		SP:Iteration 27Q (16878.100000 sec): 3 clusters
  Score: Raw -1983795.276373 + Penalty 3173.634672 = -1980621.641701
  nChanged 2
		SP:Iteration 28Q (16878.130000 sec): 3 clusters
  Score: Raw -1983795.429090 + Penalty 3173.634672 = -1980621.794419
  nChanged 1
		SP:Iteration 29Q (16878.170000 sec): 3 clusters
  Score: Raw -1983795.562656 + Penalty 3173.634672 = -1980621.927984
  nChanged 0
		SP:Iteration 30F (16878.210000 sec): 3 clusters
  Score: Raw -1983795.562656 + Penalty 3173.634672 = -1980621.927984
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (8007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16878.240000 sec): 2 clusters
  Score: Raw -882794.519934 + Penalty 1460.561609 = -881333.958325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16878.260000 sec): 3 clusters
  Score: Raw -878399.864221 + Penalty 2921.123217 = -875478.741003
  nChanged 3389
		SP:Iteration 1F (16878.270000 sec): 3 clusters
  Score: Raw -880322.506303 + Penalty 2921.123217 = -877401.383085
  nChanged 582
		SP:Iteration 2F (16878.290000 sec): 3 clusters
  Score: Raw -880682.293843 + Penalty 2921.123217 = -877761.170625
  nChanged 550
		SP:Iteration 3F (16878.310000 sec): 3 clusters
  Score: Raw -881037.435836 + Penalty 2921.123217 = -878116.312619
  nChanged 484
		SP:Iteration 4F (16878.330000 sec): 3 clusters
  Score: Raw -881385.133329 + Penalty 2921.123217 = -878464.010111
  nChanged 446
		SP:Iteration 5F (16878.350000 sec): 3 clusters
  Score: Raw -881726.370143 + Penalty 2921.123217 = -878805.246925
  nChanged 437
		SP:Iteration 6F (16878.370000 sec): 3 clusters
  Score: Raw -882074.128518 + Penalty 2921.123217 = -879153.005300
  nChanged 386
		SP:Iteration 7Q (16878.390000 sec): 3 clusters
  Score: Raw -882377.422110 + Penalty 2921.123217 = -879456.298892
  nChanged 312
		SP:Iteration 8Q (16878.410000 sec): 3 clusters
  Score: Raw -882639.273527 + Penalty 2921.123217 = -879718.150310
  nChanged 273
		SP:Iteration 9Q (16878.420000 sec): 3 clusters
  Score: Raw -882897.410173 + Penalty 2921.123217 = -879976.286956
  nChanged 206
		SP:Iteration 10Q (16878.440000 sec): 3 clusters
  Score: Raw -883082.513119 + Penalty 2921.123217 = -880161.389902
  nChanged 142
		SP:Iteration 11Q (16878.460000 sec): 3 clusters
  Score: Raw -883198.045166 + Penalty 2921.123217 = -880276.921949
  nChanged 99
		SP:Iteration 12Q (16878.470000 sec): 3 clusters
  Score: Raw -883271.459264 + Penalty 2921.123217 = -880350.336047
  nChanged 67
		SP:Iteration 13Q (16878.490000 sec): 3 clusters
  Score: Raw -883318.246743 + Penalty 2921.123217 = -880397.123526
  nChanged 58
		SP:Iteration 14Q (16878.500000 sec): 3 clusters
  Score: Raw -883359.550512 + Penalty 2921.123217 = -880438.427295
  nChanged 45
		SP:Iteration 15Q (16878.520000 sec): 3 clusters
  Score: Raw -883393.583732 + Penalty 2921.123217 = -880472.460515
  nChanged 35
		SP:Iteration 16Q (16878.530000 sec): 3 clusters
  Score: Raw -883415.987271 + Penalty 2921.123217 = -880494.864053
  nChanged 27
		SP:Iteration 17Q (16878.550000 sec): 3 clusters
  Score: Raw -883433.334159 + Penalty 2921.123217 = -880512.210942
  nChanged 24
		SP:Iteration 18Q (16878.560000 sec): 3 clusters
  Score: Raw -883447.646738 + Penalty 2921.123217 = -880526.523521
  nChanged 20
		SP:Iteration 19Q (16878.580000 sec): 3 clusters
  Score: Raw -883459.180438 + Penalty 2921.123217 = -880538.057221
  nChanged 14
		SP:Iteration 20F (16878.600000 sec): 3 clusters
  Score: Raw -883469.449908 + Penalty 2921.123217 = -880548.326691
  nChanged 16
		SP:Iteration 21Q (16878.610000 sec): 3 clusters
  Score: Raw -883478.760832 + Penalty 2921.123217 = -880557.637615
  nChanged 13
		SP:Iteration 22Q (16878.630000 sec): 3 clusters
  Score: Raw -883484.680152 + Penalty 2921.123217 = -880563.556935
  nChanged 13
		SP:Iteration 23Q (16878.640000 sec): 3 clusters
  Score: Raw -883494.978974 + Penalty 2921.123217 = -880573.855757
  nChanged 7
		SP:Iteration 24Q (16878.650000 sec): 3 clusters
  Score: Raw -883502.843465 + Penalty 2921.123217 = -880581.720248
  nChanged 10
		SP:Iteration 25Q (16878.670000 sec): 3 clusters
  Score: Raw -883508.727095 + Penalty 2921.123217 = -880587.603877
  nChanged 7
		SP:Iteration 26Q (16878.680000 sec): 3 clusters
  Score: Raw -883511.973835 + Penalty 2921.123217 = -880590.850618
  nChanged 5
		SP:Iteration 27Q (16878.700000 sec): 3 clusters
  Score: Raw -883514.713900 + Penalty 2921.123217 = -880593.590683
  nChanged 5
		SP:Iteration 28Q (16878.710000 sec): 3 clusters
  Score: Raw -883517.141316 + Penalty 2921.123217 = -880596.018098
  nChanged 5
		SP:Iteration 29Q (16878.730000 sec): 3 clusters
  Score: Raw -883519.854695 + Penalty 2921.123217 = -880598.731477
  nChanged 4
		SP:Iteration 30Q (16878.740000 sec): 3 clusters
  Score: Raw -883521.194763 + Penalty 2921.123217 = -880600.071546
  nChanged 3
		SP:Iteration 31Q (16878.750000 sec): 3 clusters
  Score: Raw -883522.248972 + Penalty 2921.123217 = -880601.125755
  nChanged 2
		SP:Iteration 32Q (16878.770000 sec): 3 clusters
  Score: Raw -883523.876871 + Penalty 2921.123217 = -880602.753653
  nChanged 2
		SP:Iteration 33Q (16878.780000 sec): 3 clusters
  Score: Raw -883525.121496 + Penalty 2921.123217 = -880603.998279
  nChanged 1
		SP:Iteration 34Q (16878.800000 sec): 3 clusters
  Score: Raw -883525.269847 + Penalty 2921.123217 = -880604.146630
  nChanged 0
		SP:Iteration 35F (16878.820000 sec): 3 clusters
  Score: Raw -883525.269847 + Penalty 2921.123217 = -880604.146630
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16878.830000 sec): 2 clusters
  Score: Raw -384792.699522 + Penalty 1330.164695 = -383462.534828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16878.840000 sec): 3 clusters
  Score: Raw -383019.431448 + Penalty 2660.329390 = -380359.102059
  nChanged 1417
		SP:Iteration 1F (16878.850000 sec): 3 clusters
  Score: Raw -383943.192753 + Penalty 2660.329390 = -381282.863363
  nChanged 321
		SP:Iteration 2F (16878.860000 sec): 3 clusters
  Score: Raw -384195.703063 + Penalty 2660.329390 = -381535.373674
  nChanged 223
		SP:Iteration 3F (16878.870000 sec): 3 clusters
  Score: Raw -384378.066003 + Penalty 2660.329390 = -381717.736613
  nChanged 208
		SP:Iteration 4F (16878.870000 sec): 3 clusters
  Score: Raw -384546.415367 + Penalty 2660.329390 = -381886.085978
  nChanged 175
		SP:Iteration 5Q (16878.880000 sec): 3 clusters
  Score: Raw -384716.392307 + Penalty 2660.329390 = -382056.062917
  nChanged 183
		SP:Iteration 6F (16878.890000 sec): 3 clusters
  Score: Raw -384915.354117 + Penalty 2660.329390 = -382255.024728
  nChanged 210
		SP:Iteration 7F (16878.900000 sec): 3 clusters
  Score: Raw -385137.800737 + Penalty 2660.329390 = -382477.471348
  nChanged 181
		SP:Iteration 8F (16878.910000 sec): 3 clusters
  Score: Raw -385333.152965 + Penalty 2660.329390 = -382672.823575
  nChanged 157
		SP:Iteration 9Q (16878.910000 sec): 3 clusters
  Score: Raw -385499.411456 + Penalty 2660.329390 = -382839.082066
  nChanged 121
		SP:Iteration 10Q (16878.920000 sec): 3 clusters
  Score: Raw -385605.694132 + Penalty 2660.329390 = -382945.364742
  nChanged 85
		SP:Iteration 11Q (16878.930000 sec): 3 clusters
  Score: Raw -385661.508078 + Penalty 2660.329390 = -383001.178688
  nChanged 54
		SP:Iteration 12Q (16878.940000 sec): 3 clusters
  Score: Raw -385687.428264 + Penalty 2660.329390 = -383027.098874
  nChanged 31
		SP:Iteration 13Q (16878.950000 sec): 3 clusters
  Score: Raw -385700.640260 + Penalty 2660.329390 = -383040.310871
  nChanged 15
		SP:Iteration 14Q (16878.950000 sec): 3 clusters
  Score: Raw -385704.839490 + Penalty 2660.329390 = -383044.510100
  nChanged 12
		SP:Iteration 15Q (16878.960000 sec): 3 clusters
  Score: Raw -385707.234389 + Penalty 2660.329390 = -383046.904999
  nChanged 4
		SP:Iteration 16Q (16878.970000 sec): 3 clusters
  Score: Raw -385708.593558 + Penalty 2660.329390 = -383048.264168
  nChanged 5
		SP:Iteration 17Q (16878.980000 sec): 3 clusters
  Score: Raw -385709.424041 + Penalty 2660.329390 = -383049.094651
  nChanged 1
		SP:Iteration 18Q (16878.990000 sec): 3 clusters
  Score: Raw -385710.079293 + Penalty 2660.329390 = -383049.749903
  nChanged 0
		SP:Iteration 19F (16878.990000 sec): 3 clusters
  Score: Raw -385710.079293 + Penalty 2660.329390 = -383049.749903
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16879.000000 sec): 2 clusters
  Score: Raw -161288.333071 + Penalty 1187.093085 = -160101.239986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16879.010000 sec): 3 clusters
  Score: Raw -160692.530260 + Penalty 2374.186170 = -158318.344090
  nChanged 499
		SP:Iteration 1F (16879.010000 sec): 3 clusters
  Score: Raw -161056.219447 + Penalty 2374.186170 = -158682.033277
  nChanged 101
		SP:Iteration 2F (16879.010000 sec): 3 clusters
  Score: Raw -161134.291828 + Penalty 2374.186170 = -158760.105658
  nChanged 59
		SP:Iteration 3Q (16879.020000 sec): 3 clusters
  Score: Raw -161192.944810 + Penalty 2374.186170 = -158818.758640
  nChanged 47
		SP:Iteration 4Q (16879.020000 sec): 3 clusters
  Score: Raw -161230.504762 + Penalty 2374.186170 = -158856.318592
  nChanged 36
		SP:Iteration 5Q (16879.020000 sec): 3 clusters
  Score: Raw -161263.293757 + Penalty 2374.186170 = -158889.107587
  nChanged 28
		SP:Iteration 6Q (16879.030000 sec): 3 clusters
  Score: Raw -161286.518379 + Penalty 2374.186170 = -158912.332209
  nChanged 22
		SP:Iteration 7Q (16879.030000 sec): 3 clusters
  Score: Raw -161301.140208 + Penalty 2374.186170 = -158926.954038
  nChanged 14
		SP:Iteration 8Q (16879.030000 sec): 3 clusters
  Score: Raw -161312.203038 + Penalty 2374.186170 = -158938.016868
  nChanged 15
		SP:Iteration 9Q (16879.040000 sec): 3 clusters
  Score: Raw -161323.519646 + Penalty 2374.186170 = -158949.333476
  nChanged 20
		SP:Iteration 10Q (16879.040000 sec): 3 clusters
  Score: Raw -161338.722998 + Penalty 2374.186170 = -158964.536828
  nChanged 16
		SP:Iteration 11Q (16879.050000 sec): 3 clusters
  Score: Raw -161349.771645 + Penalty 2374.186170 = -158975.585475
  nChanged 12
		SP:Iteration 12Q (16879.050000 sec): 3 clusters
  Score: Raw -161354.477377 + Penalty 2374.186170 = -158980.291207
  nChanged 7
		SP:Iteration 13Q (16879.050000 sec): 3 clusters
  Score: Raw -161359.502862 + Penalty 2374.186170 = -158985.316692
  nChanged 7
		SP:Iteration 14Q (16879.050000 sec): 3 clusters
  Score: Raw -161363.355814 + Penalty 2374.186170 = -158989.169644
  nChanged 2
		SP:Iteration 15Q (16879.060000 sec): 3 clusters
  Score: Raw -161363.937404 + Penalty 2374.186170 = -158989.751234
  nChanged 1
		SP:Iteration 16Q (16879.060000 sec): 3 clusters
  Score: Raw -161364.658454 + Penalty 2374.186170 = -158990.472284
  nChanged 2
		SP:Iteration 17Q (16879.070000 sec): 3 clusters
  Score: Raw -161365.770574 + Penalty 2374.186170 = -158991.584404
  nChanged 1
		SP:Iteration 18Q (16879.070000 sec): 3 clusters
  Score: Raw -161366.465057 + Penalty 2374.186170 = -158992.278887
  nChanged 4
		SP:Iteration 19Q (16879.070000 sec): 3 clusters
  Score: Raw -161368.167956 + Penalty 2374.186170 = -158993.981786
  nChanged 3
		SP:Iteration 20F (16879.080000 sec): 3 clusters
  Score: Raw -161369.565842 + Penalty 2374.186170 = -158995.379672
  nChanged 3
		SP:Iteration 21Q (16879.080000 sec): 3 clusters
  Score: Raw -161371.399815 + Penalty 2374.186170 = -158997.213645
  nChanged 1
		SP:Iteration 22Q (16879.080000 sec): 3 clusters
  Score: Raw -161371.673995 + Penalty 2374.186170 = -158997.487825
  nChanged 1
		SP:Iteration 23Q (16879.090000 sec): 3 clusters
  Score: Raw -161372.625312 + Penalty 2374.186170 = -158998.439142
  nChanged 4
		SP:Iteration 24Q (16879.090000 sec): 3 clusters
  Score: Raw -161375.063263 + Penalty 2374.186170 = -159000.877093
  nChanged 1
		SP:Iteration 25Q (16879.090000 sec): 3 clusters
  Score: Raw -161375.337864 + Penalty 2374.186170 = -159001.151694
  nChanged 2
		SP:Iteration 26Q (16879.100000 sec): 3 clusters
  Score: Raw -161376.302739 + Penalty 2374.186170 = -159002.116569
  nChanged 4
		SP:Iteration 27Q (16879.100000 sec): 3 clusters
  Score: Raw -161377.871734 + Penalty 2374.186170 = -159003.685564
  nChanged 2
		SP:Iteration 28Q (16879.100000 sec): 3 clusters
  Score: Raw -161378.809018 + Penalty 2374.186170 = -159004.622848
  nChanged 1
		SP:Iteration 29Q (16879.110000 sec): 3 clusters
  Score: Raw -161379.170224 + Penalty 2374.186170 = -159004.984053
  nChanged 0
		SP:Iteration 30F (16879.110000 sec): 3 clusters
  Score: Raw -161379.170224 + Penalty 2374.186170 = -159004.984053
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16879.120000 sec): 2 clusters
  Score: Raw -93105.102859 + Penalty 1096.291971 = -92008.810888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16879.120000 sec): 3 clusters
  Score: Raw -92878.630673 + Penalty 2192.583942 = -90686.046731
  nChanged 248
		SP:Iteration 1F (16879.120000 sec): 3 clusters
  Score: Raw -93205.723210 + Penalty 2192.583942 = -91013.139269
  nChanged 91
		SP:Iteration 2F (16879.120000 sec): 3 clusters
  Score: Raw -93365.576582 + Penalty 2192.583942 = -91172.992640
  nChanged 71
		SP:Iteration 3F (16879.130000 sec): 3 clusters
  Score: Raw -93506.194498 + Penalty 2192.583942 = -91313.610556
  nChanged 53
		SP:Iteration 4F (16879.130000 sec): 3 clusters
  Score: Raw -93676.801397 + Penalty 2192.583942 = -91484.217455
  nChanged 39
		SP:Iteration 5Q (16879.130000 sec): 3 clusters
  Score: Raw -93804.855508 + Penalty 2192.583942 = -91612.271566
  nChanged 28
		SP:Iteration 6Q (16879.130000 sec): 3 clusters
  Score: Raw -93921.593330 + Penalty 2192.583942 = -91729.009388
  nChanged 18
		SP:Iteration 7Q (16879.130000 sec): 3 clusters
  Score: Raw -93948.270477 + Penalty 2192.583942 = -91755.686536
  nChanged 8
		SP:Iteration 8Q (16879.130000 sec): 3 clusters
  Score: Raw -93971.378722 + Penalty 2192.583942 = -91778.794780
  nChanged 6
		SP:Iteration 9Q (16879.140000 sec): 3 clusters
  Score: Raw -93981.355557 + Penalty 2192.583942 = -91788.771615
  nChanged 5
		SP:Iteration 10Q (16879.140000 sec): 3 clusters
  Score: Raw -93985.770202 + Penalty 2192.583942 = -91793.186260
  nChanged 0
		SP:Iteration 11F (16879.140000 sec): 3 clusters
  Score: Raw -93985.770202 + Penalty 2192.583942 = -91793.186260
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (32348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16879.230000 sec): 2 clusters
  Score: Raw -3805052.105433 + Penalty 1687.449965 = -3803364.655468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16879.310000 sec): 3 clusters
  Score: Raw -3784899.294999 + Penalty 3374.899929 = -3781524.395070
  nChanged 15085
		SP:Iteration 1F (16879.390000 sec): 3 clusters
  Score: Raw -3793235.681115 + Penalty 3374.899929 = -3789860.781186
  nChanged 1524
		SP:Iteration 2Q (16879.480000 sec): 3 clusters
  Score: Raw -3793777.222701 + Penalty 3374.899929 = -3790402.322772
  nChanged 1592
		SP:Iteration 3Q (16879.560000 sec): 3 clusters
  Score: Raw -3794388.181906 + Penalty 3374.899929 = -3791013.281977
  nChanged 1673
		SP:Iteration 4F (16879.640000 sec): 3 clusters
  Score: Raw -3795068.919930 + Penalty 3374.899929 = -3791694.020001
  nChanged 1693
		SP:Iteration 5F (16879.720000 sec): 3 clusters
  Score: Raw -3795810.115569 + Penalty 3374.899929 = -3792435.215640
  nChanged 1758
		SP:Iteration 6F (16879.810000 sec): 3 clusters
  Score: Raw -3796594.681105 + Penalty 3374.899929 = -3793219.781176
  nChanged 1684
		SP:Iteration 7F (16879.890000 sec): 3 clusters
  Score: Raw -3797384.587496 + Penalty 3374.899929 = -3794009.687567
  nChanged 1633
		SP:Iteration 8F (16879.970000 sec): 3 clusters
  Score: Raw -3798132.110734 + Penalty 3374.899929 = -3794757.210805
  nChanged 1528
		SP:Iteration 9Q (16880.050000 sec): 3 clusters
  Score: Raw -3798850.481646 + Penalty 3374.899929 = -3795475.581717
  nChanged 1477
		SP:Iteration 10Q (16880.130000 sec): 3 clusters
  Score: Raw -3799602.805105 + Penalty 3374.899929 = -3796227.905175
  nChanged 1469
		SP:Iteration 11Q (16880.210000 sec): 3 clusters
  Score: Raw -3800413.551908 + Penalty 3374.899929 = -3797038.651978
  nChanged 1471
		SP:Iteration 12Q (16880.290000 sec): 3 clusters
  Score: Raw -3801306.760276 + Penalty 3374.899929 = -3797931.860347
  nChanged 1424
		SP:Iteration 13Q (16880.370000 sec): 3 clusters
  Score: Raw -3802224.283077 + Penalty 3374.899929 = -3798849.383148
  nChanged 1259
		SP:Iteration 14Q (16880.450000 sec): 3 clusters
  Score: Raw -3803098.232030 + Penalty 3374.899929 = -3799723.332101
  nChanged 1085
		SP:Iteration 15Q (16880.530000 sec): 3 clusters
  Score: Raw -3803860.502052 + Penalty 3374.899929 = -3800485.602123
  nChanged 823
		SP:Iteration 16Q (16880.610000 sec): 3 clusters
  Score: Raw -3804447.795659 + Penalty 3374.899929 = -3801072.895730
  nChanged 570
		SP:Iteration 17Q (16880.690000 sec): 3 clusters
  Score: Raw -3804847.266058 + Penalty 3374.899929 = -3801472.366129
  nChanged 347
		SP:Iteration 18Q (16880.760000 sec): 3 clusters
  Score: Raw -3805074.402178 + Penalty 3374.899929 = -3801699.502249
  nChanged 193
		SP:Iteration 19Q (16880.830000 sec): 3 clusters
  Score: Raw -3805208.370796 + Penalty 3374.899929 = -3801833.470867
  nChanged 124
		SP:Iteration 20F (16880.900000 sec): 3 clusters
  Score: Raw -3805292.541230 + Penalty 3374.899929 = -3801917.641301
  nChanged 65
		SP:Iteration 21Q (16880.970000 sec): 3 clusters
  Score: Raw -3805341.606186 + Penalty 3374.899929 = -3801966.706257
  nChanged 56
		SP:Iteration 22Q (16881.030000 sec): 3 clusters
  Score: Raw -3805381.672906 + Penalty 3374.899929 = -3802006.772977
  nChanged 37
		SP:Iteration 23Q (16881.090000 sec): 3 clusters
  Score: Raw -3805410.859580 + Penalty 3374.899929 = -3802035.959651
  nChanged 28
		SP:Iteration 24Q (16881.150000 sec): 3 clusters
  Score: Raw -3805430.374432 + Penalty 3374.899929 = -3802055.474503
  nChanged 25
		SP:Iteration 25Q (16881.210000 sec): 3 clusters
  Score: Raw -3805448.460359 + Penalty 3374.899929 = -3802073.560430
  nChanged 17
		SP:Iteration 26Q (16881.270000 sec): 3 clusters
  Score: Raw -3805460.083052 + Penalty 3374.899929 = -3802085.183123
  nChanged 13
		SP:Iteration 27Q (16881.320000 sec): 3 clusters
  Score: Raw -3805469.286370 + Penalty 3374.899929 = -3802094.386441
  nChanged 13
		SP:Iteration 28Q (16881.380000 sec): 3 clusters
  Score: Raw -3805479.042384 + Penalty 3374.899929 = -3802104.142455
  nChanged 9
		SP:Iteration 29Q (16881.440000 sec): 3 clusters
  Score: Raw -3805486.771773 + Penalty 3374.899929 = -3802111.871844
  nChanged 6
		SP:Iteration 30Q (16881.500000 sec): 3 clusters
  Score: Raw -3805493.519002 + Penalty 3374.899929 = -3802118.619073
  nChanged 13
		SP:Iteration 31Q (16881.560000 sec): 3 clusters
  Score: Raw -3805501.987595 + Penalty 3374.899929 = -3802127.087666
  nChanged 10
		SP:Iteration 32Q (16881.610000 sec): 3 clusters
  Score: Raw -3805506.679263 + Penalty 3374.899929 = -3802131.779334
  nChanged 5
		SP:Iteration 33Q (16881.670000 sec): 3 clusters
  Score: Raw -3805508.576034 + Penalty 3374.899929 = -3802133.676105
  nChanged 5
		SP:Iteration 34Q (16881.720000 sec): 3 clusters
  Score: Raw -3805512.637651 + Penalty 3374.899929 = -3802137.737721
  nChanged 3
		SP:Iteration 35Q (16881.780000 sec): 3 clusters
  Score: Raw -3805514.405314 + Penalty 3374.899929 = -3802139.505385
  nChanged 2
		SP:Iteration 36Q (16881.840000 sec): 3 clusters
  Score: Raw -3805515.366248 + Penalty 3374.899929 = -3802140.466319
  nChanged 3
		SP:Iteration 37Q (16881.900000 sec): 3 clusters
  Score: Raw -3805517.414494 + Penalty 3374.899929 = -3802142.514565
  nChanged 4
		SP:Iteration 38Q (16881.950000 sec): 3 clusters
  Score: Raw -3805519.869460 + Penalty 3374.899929 = -3802144.969531
  nChanged 3
		SP:Iteration 39Q (16882.010000 sec): 3 clusters
  Score: Raw -3805521.883674 + Penalty 3374.899929 = -3802146.983745
  nChanged 2
		SP:Iteration 40F (16882.080000 sec): 3 clusters
  Score: Raw -3805522.793515 + Penalty 3374.899929 = -3802147.893586
  nChanged 1
		SP:Iteration 41Q (16882.140000 sec): 3 clusters
  Score: Raw -3805523.157215 + Penalty 3374.899929 = -3802148.257285
  nChanged 0
		SP:Iteration 42F (16882.220000 sec): 3 clusters
  Score: Raw -3805523.157215 + Penalty 3374.899929 = -3802148.257285
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16882.260000 sec): 2 clusters
  Score: Raw -934145.326061 + Penalty 1461.472315 = -932683.853745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16882.270000 sec): 3 clusters
  Score: Raw -929703.000000 + Penalty 2922.944631 = -926780.055369
  nChanged 3408
		SP:Iteration 1F (16882.290000 sec): 3 clusters
  Score: Raw -931533.933101 + Penalty 2922.944631 = -928610.988471
  nChanged 540
		SP:Iteration 2F (16882.310000 sec): 3 clusters
  Score: Raw -931759.561221 + Penalty 2922.944631 = -928836.616591
  nChanged 436
		SP:Iteration 3F (16882.330000 sec): 3 clusters
  Score: Raw -931946.690835 + Penalty 2922.944631 = -929023.746204
  nChanged 358
		SP:Iteration 4Q (16882.350000 sec): 3 clusters
  Score: Raw -932097.927201 + Penalty 2922.944631 = -929174.982570
  nChanged 334
		SP:Iteration 5Q (16882.370000 sec): 3 clusters
  Score: Raw -932236.214380 + Penalty 2922.944631 = -929313.269749
  nChanged 311
		SP:Iteration 6Q (16882.390000 sec): 3 clusters
  Score: Raw -932382.690115 + Penalty 2922.944631 = -929459.745484
  nChanged 282
		SP:Iteration 7Q (16882.410000 sec): 3 clusters
  Score: Raw -932533.494606 + Penalty 2922.944631 = -929610.549975
  nChanged 295
		SP:Iteration 8Q (16882.430000 sec): 3 clusters
  Score: Raw -932691.413963 + Penalty 2922.944631 = -929768.469332
  nChanged 282
		SP:Iteration 9Q (16882.450000 sec): 3 clusters
  Score: Raw -932842.241338 + Penalty 2922.944631 = -929919.296707
  nChanged 263
		SP:Iteration 10Q (16882.460000 sec): 3 clusters
  Score: Raw -932978.573561 + Penalty 2922.944631 = -930055.628930
  nChanged 248
		SP:Iteration 11Q (16882.480000 sec): 3 clusters
  Score: Raw -933113.594989 + Penalty 2922.944631 = -930190.650359
  nChanged 236
		SP:Iteration 12Q (16882.500000 sec): 3 clusters
  Score: Raw -933251.414258 + Penalty 2922.944631 = -930328.469628
  nChanged 229
		SP:Iteration 13Q (16882.520000 sec): 3 clusters
  Score: Raw -933396.027560 + Penalty 2922.944631 = -930473.082929
  nChanged 210
		SP:Iteration 14Q (16882.540000 sec): 3 clusters
  Score: Raw -933518.448820 + Penalty 2922.944631 = -930595.504190
  nChanged 158
		SP:Iteration 15Q (16882.560000 sec): 3 clusters
  Score: Raw -933614.775210 + Penalty 2922.944631 = -930691.830579
  nChanged 141
		SP:Iteration 16Q (16882.580000 sec): 3 clusters
  Score: Raw -933712.501306 + Penalty 2922.944631 = -930789.556676
  nChanged 148
		SP:Iteration 17Q (16882.590000 sec): 3 clusters
  Score: Raw -933818.098687 + Penalty 2922.944631 = -930895.154056
  nChanged 126
		SP:Iteration 18Q (16882.600000 sec): 3 clusters
  Score: Raw -933901.157816 + Penalty 2922.944631 = -930978.213186
  nChanged 108
		SP:Iteration 19Q (16882.620000 sec): 3 clusters
  Score: Raw -933974.791790 + Penalty 2922.944631 = -931051.847159
  nChanged 99
		SP:Iteration 20F (16882.640000 sec): 3 clusters
  Score: Raw -934038.638018 + Penalty 2922.944631 = -931115.693387
  nChanged 72
		SP:Iteration 21Q (16882.660000 sec): 3 clusters
  Score: Raw -934093.601358 + Penalty 2922.944631 = -931170.656728
  nChanged 55
		SP:Iteration 22Q (16882.670000 sec): 3 clusters
  Score: Raw -934140.075707 + Penalty 2922.944631 = -931217.131076
  nChanged 53
		SP:Iteration 23Q (16882.690000 sec): 3 clusters
  Score: Raw -934181.765865 + Penalty 2922.944631 = -931258.821235
  nChanged 52
		SP:Iteration 24Q (16882.700000 sec): 3 clusters
  Score: Raw -934221.483451 + Penalty 2922.944631 = -931298.538820
  nChanged 43
		SP:Iteration 25Q (16882.720000 sec): 3 clusters
  Score: Raw -934251.317088 + Penalty 2922.944631 = -931328.372458
  nChanged 52
		SP:Iteration 26Q (16882.740000 sec): 3 clusters
  Score: Raw -934278.283474 + Penalty 2922.944631 = -931355.338844
  nChanged 31
		SP:Iteration 27Q (16882.750000 sec): 3 clusters
  Score: Raw -934295.166864 + Penalty 2922.944631 = -931372.222233
  nChanged 24
		SP:Iteration 28Q (16882.760000 sec): 3 clusters
  Score: Raw -934305.101408 + Penalty 2922.944631 = -931382.156777
  nChanged 17
		SP:Iteration 29Q (16882.780000 sec): 3 clusters
  Score: Raw -934314.721986 + Penalty 2922.944631 = -931391.777355
  nChanged 24
		SP:Iteration 30Q (16882.790000 sec): 3 clusters
  Score: Raw -934325.230222 + Penalty 2922.944631 = -931402.285591
  nChanged 20
		SP:Iteration 31Q (16882.810000 sec): 3 clusters
  Score: Raw -934332.095985 + Penalty 2922.944631 = -931409.151355
  nChanged 18
		SP:Iteration 32Q (16882.820000 sec): 3 clusters
  Score: Raw -934340.716280 + Penalty 2922.944631 = -931417.771649
  nChanged 14
		SP:Iteration 33Q (16882.840000 sec): 3 clusters
  Score: Raw -934346.795980 + Penalty 2922.944631 = -931423.851350
  nChanged 10
		SP:Iteration 34Q (16882.850000 sec): 3 clusters
  Score: Raw -934350.287436 + Penalty 2922.944631 = -931427.342805
  nChanged 12
		SP:Iteration 35Q (16882.870000 sec): 3 clusters
  Score: Raw -934354.402695 + Penalty 2922.944631 = -931431.458064
  nChanged 10
		SP:Iteration 36Q (16882.880000 sec): 3 clusters
  Score: Raw -934357.612510 + Penalty 2922.944631 = -931434.667879
  nChanged 4
		SP:Iteration 37Q (16882.900000 sec): 3 clusters
  Score: Raw -934359.011378 + Penalty 2922.944631 = -931436.066747
  nChanged 4
		SP:Iteration 38Q (16882.910000 sec): 3 clusters
  Score: Raw -934360.991417 + Penalty 2922.944631 = -931438.046786
  nChanged 6
		SP:Iteration 39Q (16882.920000 sec): 3 clusters
  Score: Raw -934363.063626 + Penalty 2922.944631 = -931440.118995
  nChanged 3
		SP:Iteration 40F (16882.940000 sec): 3 clusters
  Score: Raw -934364.094832 + Penalty 2922.944631 = -931441.150202
  nChanged 3
		SP:Iteration 41Q (16882.960000 sec): 3 clusters
  Score: Raw -934364.861217 + Penalty 2922.944631 = -931441.916586
  nChanged 2
		SP:Iteration 42Q (16882.970000 sec): 3 clusters
  Score: Raw -934365.300448 + Penalty 2922.944631 = -931442.355817
  nChanged 2
		SP:Iteration 43Q (16882.990000 sec): 3 clusters
  Score: Raw -934365.840032 + Penalty 2922.944631 = -931442.895401
  nChanged 3
		SP:Iteration 44Q (16883.000000 sec): 3 clusters
  Score: Raw -934367.015284 + Penalty 2922.944631 = -931444.070653
  nChanged 3
		SP:Iteration 45Q (16883.020000 sec): 3 clusters
  Score: Raw -934368.268401 + Penalty 2922.944631 = -931445.323770
  nChanged 2
		SP:Iteration 46Q (16883.030000 sec): 3 clusters
  Score: Raw -934369.038990 + Penalty 2922.944631 = -931446.094360
  nChanged 4
		SP:Iteration 47Q (16883.040000 sec): 3 clusters
  Score: Raw -934370.996924 + Penalty 2922.944631 = -931448.052293
  nChanged 4
		SP:Iteration 48Q (16883.060000 sec): 3 clusters
  Score: Raw -934374.001784 + Penalty 2922.944631 = -931451.057153
  nChanged 7
		SP:Iteration 49Q (16883.080000 sec): 3 clusters
  Score: Raw -934377.156300 + Penalty 2922.944631 = -931454.211669
  nChanged 7
		SP:Iteration 50Q (16883.090000 sec): 3 clusters
  Score: Raw -934379.586837 + Penalty 2922.944631 = -931456.642207
  nChanged 6
		SP:Iteration 51Q (16883.100000 sec): 3 clusters
  Score: Raw -934381.977059 + Penalty 2922.944631 = -931459.032428
  nChanged 5
		SP:Iteration 52Q (16883.120000 sec): 3 clusters
  Score: Raw -934384.970896 + Penalty 2922.944631 = -931462.026265
  nChanged 8
		SP:Iteration 53Q (16883.130000 sec): 3 clusters
  Score: Raw -934388.252607 + Penalty 2922.944631 = -931465.307976
  nChanged 7
		SP:Iteration 54Q (16883.150000 sec): 3 clusters
  Score: Raw -934390.561628 + Penalty 2922.944631 = -931467.616997
  nChanged 2
		SP:Iteration 55Q (16883.160000 sec): 3 clusters
  Score: Raw -934390.873312 + Penalty 2922.944631 = -931467.928681
  nChanged 0
		SP:Iteration 56F (16883.180000 sec): 3 clusters
  Score: Raw -934390.873312 + Penalty 2922.944631 = -931467.928681
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16883.190000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16883.190000 sec): 3 clusters
  Score: Raw -146504.775599 + Penalty 2325.503798 = -144179.271801
  nChanged 399
		SP:Iteration 1F (16883.200000 sec): 3 clusters
  Score: Raw -146779.753461 + Penalty 2325.503798 = -144454.249663
  nChanged 100
		SP:Iteration 2F (16883.200000 sec): 3 clusters
  Score: Raw -146885.446390 + Penalty 2325.503798 = -144559.942591
  nChanged 66
		SP:Iteration 3F (16883.200000 sec): 3 clusters
  Score: Raw -146946.543423 + Penalty 2325.503798 = -144621.039625
  nChanged 35
		SP:Iteration 4Q (16883.200000 sec): 3 clusters
  Score: Raw -146987.529706 + Penalty 2325.503798 = -144662.025908
  nChanged 38
		SP:Iteration 5Q (16883.210000 sec): 3 clusters
  Score: Raw -147026.250406 + Penalty 2325.503798 = -144700.746608
  nChanged 42
		SP:Iteration 6Q (16883.210000 sec): 3 clusters
  Score: Raw -147079.622332 + Penalty 2325.503798 = -144754.118534
  nChanged 42
		SP:Iteration 7Q (16883.220000 sec): 3 clusters
  Score: Raw -147127.651017 + Penalty 2325.503798 = -144802.147219
  nChanged 35
		SP:Iteration 8Q (16883.220000 sec): 3 clusters
  Score: Raw -147189.897525 + Penalty 2325.503798 = -144864.393727
  nChanged 45
		SP:Iteration 9Q (16883.220000 sec): 3 clusters
  Score: Raw -147250.608288 + Penalty 2325.503798 = -144925.104490
  nChanged 41
		SP:Iteration 10Q (16883.220000 sec): 3 clusters
  Score: Raw -147317.771517 + Penalty 2325.503798 = -144992.267719
  nChanged 49
		SP:Iteration 11Q (16883.230000 sec): 3 clusters
  Score: Raw -147389.179927 + Penalty 2325.503798 = -145063.676129
  nChanged 40
		SP:Iteration 12Q (16883.230000 sec): 3 clusters
  Score: Raw -147449.153112 + Penalty 2325.503798 = -145123.649314
  nChanged 35
		SP:Iteration 13Q (16883.230000 sec): 3 clusters
  Score: Raw -147502.320760 + Penalty 2325.503798 = -145176.816962
  nChanged 29
		SP:Iteration 14Q (16883.240000 sec): 3 clusters
  Score: Raw -147547.788548 + Penalty 2325.503798 = -145222.284750
  nChanged 27
		SP:Iteration 15Q (16883.240000 sec): 3 clusters
  Score: Raw -147586.064368 + Penalty 2325.503798 = -145260.560570
  nChanged 22
		SP:Iteration 16Q (16883.240000 sec): 3 clusters
  Score: Raw -147634.555113 + Penalty 2325.503798 = -145309.051315
  nChanged 21
		SP:Iteration 17Q (16883.240000 sec): 3 clusters
  Score: Raw -147674.410582 + Penalty 2325.503798 = -145348.906784
  nChanged 21
		SP:Iteration 18Q (16883.240000 sec): 3 clusters
  Score: Raw -147709.593110 + Penalty 2325.503798 = -145384.089312
  nChanged 23
		SP:Iteration 19Q (16883.250000 sec): 3 clusters
  Score: Raw -147736.063772 + Penalty 2325.503798 = -145410.559974
  nChanged 24
		SP:Iteration 20F (16883.250000 sec): 3 clusters
  Score: Raw -147771.254205 + Penalty 2325.503798 = -145445.750407
  nChanged 31
		SP:Iteration 21Q (16883.250000 sec): 3 clusters
  Score: Raw -147810.805537 + Penalty 2325.503798 = -145485.301739
  nChanged 31
		SP:Iteration 22Q (16883.260000 sec): 3 clusters
  Score: Raw -147844.976011 + Penalty 2325.503798 = -145519.472213
  nChanged 30
		SP:Iteration 23Q (16883.260000 sec): 3 clusters
  Score: Raw -147888.247215 + Penalty 2325.503798 = -145562.743417
  nChanged 21
		SP:Iteration 24Q (16883.260000 sec): 3 clusters
  Score: Raw -147929.052869 + Penalty 2325.503798 = -145603.549071
  nChanged 28
		SP:Iteration 25Q (16883.260000 sec): 3 clusters
  Score: Raw -147990.736608 + Penalty 2325.503798 = -145665.232810
  nChanged 20
		SP:Iteration 26Q (16883.260000 sec): 3 clusters
  Score: Raw -148046.194991 + Penalty 2325.503798 = -145720.691193
  nChanged 13
		SP:Iteration 27Q (16883.270000 sec): 3 clusters
  Score: Raw -148090.420990 + Penalty 2325.503798 = -145764.917192
  nChanged 6
		SP:Iteration 28Q (16883.270000 sec): 3 clusters
  Score: Raw -148102.524796 + Penalty 2325.503798 = -145777.020998
  nChanged 0
		SP:Iteration 29F (16883.270000 sec): 3 clusters
  Score: Raw -148102.524796 + Penalty 2325.503798 = -145777.020998
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (20569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16883.330000 sec): 2 clusters
  Score: Raw -2341204.982106 + Penalty 1613.875310 = -2339591.106796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16883.380000 sec): 3 clusters
  Score: Raw -2328774.540876 + Penalty 3227.750619 = -2325546.790257
  nChanged 9312
		SP:Iteration 1F (16883.440000 sec): 3 clusters
  Score: Raw -2334081.522467 + Penalty 3227.750619 = -2330853.771847
  nChanged 1115
		SP:Iteration 2F (16883.490000 sec): 3 clusters
  Score: Raw -2334612.505296 + Penalty 3227.750619 = -2331384.754677
  nChanged 1136
		SP:Iteration 3F (16883.540000 sec): 3 clusters
  Score: Raw -2335171.970660 + Penalty 3227.750619 = -2331944.220041
  nChanged 1150
		SP:Iteration 4F (16883.590000 sec): 3 clusters
  Score: Raw -2335696.721146 + Penalty 3227.750619 = -2332468.970526
  nChanged 1080
		SP:Iteration 5F (16883.640000 sec): 3 clusters
  Score: Raw -2336182.304209 + Penalty 3227.750619 = -2332954.553590
  nChanged 1038
		SP:Iteration 6F (16883.690000 sec): 3 clusters
  Score: Raw -2336649.426826 + Penalty 3227.750619 = -2333421.676207
  nChanged 978
		SP:Iteration 7Q (16883.740000 sec): 3 clusters
  Score: Raw -2337095.012671 + Penalty 3227.750619 = -2333867.262051
  nChanged 846
		SP:Iteration 8Q (16883.800000 sec): 3 clusters
  Score: Raw -2337508.777645 + Penalty 3227.750619 = -2334281.027026
  nChanged 748
		SP:Iteration 9Q (16883.850000 sec): 3 clusters
  Score: Raw -2337905.867062 + Penalty 3227.750619 = -2334678.116443
  nChanged 638
		SP:Iteration 10Q (16883.900000 sec): 3 clusters
  Score: Raw -2338246.136751 + Penalty 3227.750619 = -2335018.386132
  nChanged 583
		SP:Iteration 11Q (16883.950000 sec): 3 clusters
  Score: Raw -2338527.452214 + Penalty 3227.750619 = -2335299.701595
  nChanged 526
		SP:Iteration 12Q (16884.000000 sec): 3 clusters
  Score: Raw -2338752.091376 + Penalty 3227.750619 = -2335524.340757
  nChanged 480
		SP:Iteration 13Q (16884.050000 sec): 3 clusters
  Score: Raw -2338950.839545 + Penalty 3227.750619 = -2335723.088926
  nChanged 444
		SP:Iteration 14Q (16884.100000 sec): 3 clusters
  Score: Raw -2339138.296446 + Penalty 3227.750619 = -2335910.545827
  nChanged 474
		SP:Iteration 15Q (16884.150000 sec): 3 clusters
  Score: Raw -2339358.273004 + Penalty 3227.750619 = -2336130.522385
  nChanged 498
		SP:Iteration 16Q (16884.200000 sec): 3 clusters
  Score: Raw -2339604.371111 + Penalty 3227.750619 = -2336376.620492
  nChanged 502
		SP:Iteration 17Q (16884.250000 sec): 3 clusters
  Score: Raw -2339878.332414 + Penalty 3227.750619 = -2336650.581795
  nChanged 459
		SP:Iteration 18Q (16884.300000 sec): 3 clusters
  Score: Raw -2340185.076472 + Penalty 3227.750619 = -2336957.325852
  nChanged 396
		SP:Iteration 19Q (16884.350000 sec): 3 clusters
  Score: Raw -2340570.833254 + Penalty 3227.750619 = -2337343.082635
  nChanged 330
		SP:Iteration 20F (16884.400000 sec): 3 clusters
  Score: Raw -2341041.812188 + Penalty 3227.750619 = -2337814.061569
  nChanged 209
		SP:Iteration 21Q (16884.440000 sec): 3 clusters
  Score: Raw -2341296.626468 + Penalty 3227.750619 = -2338068.875849
  nChanged 174
		SP:Iteration 22Q (16884.480000 sec): 3 clusters
  Score: Raw -2341438.268553 + Penalty 3227.750619 = -2338210.517933
  nChanged 130
		SP:Iteration 23Q (16884.520000 sec): 3 clusters
  Score: Raw -2341541.810579 + Penalty 3227.750619 = -2338314.059960
  nChanged 106
		SP:Iteration 24Q (16884.560000 sec): 3 clusters
  Score: Raw -2341614.165341 + Penalty 3227.750619 = -2338386.414722
  nChanged 78
		SP:Iteration 25Q (16884.600000 sec): 3 clusters
  Score: Raw -2341653.550144 + Penalty 3227.750619 = -2338425.799524
  nChanged 66
		SP:Iteration 26Q (16884.640000 sec): 3 clusters
  Score: Raw -2341687.041867 + Penalty 3227.750619 = -2338459.291247
  nChanged 46
		SP:Iteration 27Q (16884.670000 sec): 3 clusters
  Score: Raw -2341708.637612 + Penalty 3227.750619 = -2338480.886992
  nChanged 39
		SP:Iteration 28Q (16884.710000 sec): 3 clusters
  Score: Raw -2341721.093523 + Penalty 3227.750619 = -2338493.342904
  nChanged 30
		SP:Iteration 29Q (16884.750000 sec): 3 clusters
  Score: Raw -2341733.351200 + Penalty 3227.750619 = -2338505.600581
  nChanged 26
		SP:Iteration 30Q (16884.780000 sec): 3 clusters
  Score: Raw -2341742.020997 + Penalty 3227.750619 = -2338514.270378
  nChanged 15
		SP:Iteration 31Q (16884.820000 sec): 3 clusters
  Score: Raw -2341745.591575 + Penalty 3227.750619 = -2338517.840956
  nChanged 7
		SP:Iteration 32Q (16884.860000 sec): 3 clusters
  Score: Raw -2341747.283236 + Penalty 3227.750619 = -2338519.532616
  nChanged 2
		SP:Iteration 33Q (16884.900000 sec): 3 clusters
  Score: Raw -2341747.918517 + Penalty 3227.750619 = -2338520.167898
  nChanged 3
		SP:Iteration 34Q (16884.930000 sec): 3 clusters
  Score: Raw -2341748.564435 + Penalty 3227.750619 = -2338520.813816
  nChanged 1
		SP:Iteration 35Q (16884.970000 sec): 3 clusters
  Score: Raw -2341748.984130 + Penalty 3227.750619 = -2338521.233511
  nChanged 2
		SP:Iteration 36Q (16885.010000 sec): 3 clusters
  Score: Raw -2341749.262737 + Penalty 3227.750619 = -2338521.512118
  nChanged 2
		SP:Iteration 37Q (16885.040000 sec): 3 clusters
  Score: Raw -2341749.525682 + Penalty 3227.750619 = -2338521.775063
  nChanged 0
		SP:Iteration 38F (16885.090000 sec): 3 clusters
  Score: Raw -2341749.525682 + Penalty 3227.750619 = -2338521.775063
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16885.110000 sec): 2 clusters
  Score: Raw -373790.034803 + Penalty 1316.473384 = -372473.561419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16885.120000 sec): 3 clusters
  Score: Raw -372183.092848 + Penalty 2632.946768 = -369550.146080
  nChanged 1292
		SP:Iteration 1F (16885.130000 sec): 3 clusters
  Score: Raw -372975.143733 + Penalty 2632.946768 = -370342.196965
  nChanged 257
		SP:Iteration 2F (16885.140000 sec): 3 clusters
  Score: Raw -373165.501452 + Penalty 2632.946768 = -370532.554684
  nChanged 196
		SP:Iteration 3F (16885.140000 sec): 3 clusters
  Score: Raw -373298.225753 + Penalty 2632.946768 = -370665.278985
  nChanged 142
		SP:Iteration 4Q (16885.150000 sec): 3 clusters
  Score: Raw -373385.781109 + Penalty 2632.946768 = -370752.834341
  nChanged 112
		SP:Iteration 5Q (16885.160000 sec): 3 clusters
  Score: Raw -373466.889517 + Penalty 2632.946768 = -370833.942749
  nChanged 123
		SP:Iteration 6Q (16885.170000 sec): 3 clusters
  Score: Raw -373560.788553 + Penalty 2632.946768 = -370927.841785
  nChanged 118
		SP:Iteration 7Q (16885.180000 sec): 3 clusters
  Score: Raw -373646.069072 + Penalty 2632.946768 = -371013.122304
  nChanged 104
		SP:Iteration 8Q (16885.180000 sec): 3 clusters
  Score: Raw -373749.878513 + Penalty 2632.946768 = -371116.931744
  nChanged 127
		SP:Iteration 9Q (16885.190000 sec): 3 clusters
  Score: Raw -373888.353502 + Penalty 2632.946768 = -371255.406734
  nChanged 127
		SP:Iteration 10Q (16885.200000 sec): 3 clusters
  Score: Raw -374034.032850 + Penalty 2632.946768 = -371401.086081
  nChanged 133
		SP:Iteration 11Q (16885.200000 sec): 3 clusters
  Score: Raw -374196.981165 + Penalty 2632.946768 = -371564.034397
  nChanged 120
		SP:Iteration 12Q (16885.210000 sec): 3 clusters
  Score: Raw -374324.218656 + Penalty 2632.946768 = -371691.271888
  nChanged 88
		SP:Iteration 13Q (16885.220000 sec): 3 clusters
  Score: Raw -374413.327686 + Penalty 2632.946768 = -371780.380918
  nChanged 62
		SP:Iteration 14Q (16885.220000 sec): 3 clusters
  Score: Raw -374460.167763 + Penalty 2632.946768 = -371827.220994
  nChanged 41
		SP:Iteration 15Q (16885.230000 sec): 3 clusters
  Score: Raw -374491.351287 + Penalty 2632.946768 = -371858.404519
  nChanged 32
		SP:Iteration 16Q (16885.240000 sec): 3 clusters
  Score: Raw -374513.285546 + Penalty 2632.946768 = -371880.338778
  nChanged 33
		SP:Iteration 17Q (16885.240000 sec): 3 clusters
  Score: Raw -374530.337451 + Penalty 2632.946768 = -371897.390683
  nChanged 25
		SP:Iteration 18Q (16885.250000 sec): 3 clusters
  Score: Raw -374542.555451 + Penalty 2632.946768 = -371909.608683
  nChanged 11
		SP:Iteration 19Q (16885.260000 sec): 3 clusters
  Score: Raw -374546.120952 + Penalty 2632.946768 = -371913.174184
  nChanged 11
		SP:Iteration 20F (16885.270000 sec): 3 clusters
  Score: Raw -374558.636376 + Penalty 2632.946768 = -371925.689608
  nChanged 12
		SP:Iteration 21Q (16885.270000 sec): 3 clusters
  Score: Raw -374565.143105 + Penalty 2632.946768 = -371932.196337
  nChanged 10
		SP:Iteration 22Q (16885.280000 sec): 3 clusters
  Score: Raw -374568.460450 + Penalty 2632.946768 = -371935.513682
  nChanged 8
		SP:Iteration 23Q (16885.290000 sec): 3 clusters
  Score: Raw -374571.005119 + Penalty 2632.946768 = -371938.058351
  nChanged 7
		SP:Iteration 24Q (16885.290000 sec): 3 clusters
  Score: Raw -374573.188305 + Penalty 2632.946768 = -371940.241537
  nChanged 3
		SP:Iteration 25Q (16885.300000 sec): 3 clusters
  Score: Raw -374573.935060 + Penalty 2632.946768 = -371940.988292
  nChanged 5
		SP:Iteration 26Q (16885.310000 sec): 3 clusters
  Score: Raw -374576.069942 + Penalty 2632.946768 = -371943.123173
  nChanged 5
		SP:Iteration 27Q (16885.320000 sec): 3 clusters
  Score: Raw -374577.652948 + Penalty 2632.946768 = -371944.706180
  nChanged 6
		SP:Iteration 28Q (16885.320000 sec): 3 clusters
  Score: Raw -374579.627321 + Penalty 2632.946768 = -371946.680552
  nChanged 7
		SP:Iteration 29Q (16885.330000 sec): 3 clusters
  Score: Raw -374581.582098 + Penalty 2632.946768 = -371948.635330
  nChanged 7
		SP:Iteration 30Q (16885.340000 sec): 3 clusters
  Score: Raw -374583.529407 + Penalty 2632.946768 = -371950.582638
  nChanged 5
		SP:Iteration 31Q (16885.340000 sec): 3 clusters
  Score: Raw -374584.799880 + Penalty 2632.946768 = -371951.853112
  nChanged 6
		SP:Iteration 32Q (16885.350000 sec): 3 clusters
  Score: Raw -374586.402401 + Penalty 2632.946768 = -371953.455633
  nChanged 5
		SP:Iteration 33Q (16885.360000 sec): 3 clusters
  Score: Raw -374587.649207 + Penalty 2632.946768 = -371954.702439
  nChanged 2
		SP:Iteration 34Q (16885.360000 sec): 3 clusters
  Score: Raw -374588.108587 + Penalty 2632.946768 = -371955.161819
  nChanged 1
		SP:Iteration 35Q (16885.370000 sec): 3 clusters
  Score: Raw -374588.277079 + Penalty 2632.946768 = -371955.330311
  nChanged 0
		SP:Iteration 36F (16885.380000 sec): 3 clusters
  Score: Raw -374588.277079 + Penalty 2632.946768 = -371955.330311
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16885.390000 sec): 2 clusters
  Score: Raw -422868.586465 + Penalty 1336.818190 = -421531.768275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16885.400000 sec): 3 clusters
  Score: Raw -421039.811593 + Penalty 2673.636379 = -418366.175213
  nChanged 1449
		SP:Iteration 1F (16885.410000 sec): 3 clusters
  Score: Raw -421808.866437 + Penalty 2673.636379 = -419135.230057
  nChanged 260
		SP:Iteration 2F (16885.420000 sec): 3 clusters
  Score: Raw -421965.759656 + Penalty 2673.636379 = -419292.123276
  nChanged 187
		SP:Iteration 3F (16885.420000 sec): 3 clusters
  Score: Raw -422079.844861 + Penalty 2673.636379 = -419406.208481
  nChanged 151
		SP:Iteration 4Q (16885.430000 sec): 3 clusters
  Score: Raw -422158.690357 + Penalty 2673.636379 = -419485.053978
  nChanged 119
		SP:Iteration 5Q (16885.440000 sec): 3 clusters
  Score: Raw -422225.571319 + Penalty 2673.636379 = -419551.934939
  nChanged 118
		SP:Iteration 6Q (16885.450000 sec): 3 clusters
  Score: Raw -422282.938639 + Penalty 2673.636379 = -419609.302260
  nChanged 97
		SP:Iteration 7Q (16885.460000 sec): 3 clusters
  Score: Raw -422336.112491 + Penalty 2673.636379 = -419662.476112
  nChanged 92
		SP:Iteration 8Q (16885.470000 sec): 3 clusters
  Score: Raw -422381.907883 + Penalty 2673.636379 = -419708.271504
  nChanged 99
		SP:Iteration 9Q (16885.480000 sec): 3 clusters
  Score: Raw -422440.651819 + Penalty 2673.636379 = -419767.015439
  nChanged 87
		SP:Iteration 10Q (16885.490000 sec): 3 clusters
  Score: Raw -422492.896465 + Penalty 2673.636379 = -419819.260085
  nChanged 93
		SP:Iteration 11Q (16885.500000 sec): 3 clusters
  Score: Raw -422543.958797 + Penalty 2673.636379 = -419870.322418
  nChanged 92
		SP:Iteration 12Q (16885.510000 sec): 3 clusters
  Score: Raw -422594.493690 + Penalty 2673.636379 = -419920.857310
  nChanged 85
		SP:Iteration 13Q (16885.510000 sec): 3 clusters
  Score: Raw -422638.340267 + Penalty 2673.636379 = -419964.703888
  nChanged 88
		SP:Iteration 14Q (16885.520000 sec): 3 clusters
  Score: Raw -422676.171283 + Penalty 2673.636379 = -420002.534904
  nChanged 67
		SP:Iteration 15Q (16885.530000 sec): 3 clusters
  Score: Raw -422712.796672 + Penalty 2673.636379 = -420039.160292
  nChanged 76
		SP:Iteration 16Q (16885.540000 sec): 3 clusters
  Score: Raw -422757.923503 + Penalty 2673.636379 = -420084.287124
  nChanged 84
		SP:Iteration 17Q (16885.550000 sec): 3 clusters
  Score: Raw -422789.319779 + Penalty 2673.636379 = -420115.683400
  nChanged 48
		SP:Iteration 18Q (16885.560000 sec): 3 clusters
  Score: Raw -422810.506993 + Penalty 2673.636379 = -420136.870613
  nChanged 46
		SP:Iteration 19Q (16885.570000 sec): 3 clusters
  Score: Raw -422829.881870 + Penalty 2673.636379 = -420156.245490
  nChanged 35
		SP:Iteration 20F (16885.570000 sec): 3 clusters
  Score: Raw -422841.049076 + Penalty 2673.636379 = -420167.412696
  nChanged 23
		SP:Iteration 21Q (16885.580000 sec): 3 clusters
  Score: Raw -422848.237924 + Penalty 2673.636379 = -420174.601545
  nChanged 20
		SP:Iteration 22Q (16885.590000 sec): 3 clusters
  Score: Raw -422855.580740 + Penalty 2673.636379 = -420181.944361
  nChanged 16
		SP:Iteration 23Q (16885.600000 sec): 3 clusters
  Score: Raw -422861.761074 + Penalty 2673.636379 = -420188.124695
  nChanged 21
		SP:Iteration 24Q (16885.610000 sec): 3 clusters
  Score: Raw -422868.950083 + Penalty 2673.636379 = -420195.313703
  nChanged 16
		SP:Iteration 25Q (16885.620000 sec): 3 clusters
  Score: Raw -422873.715536 + Penalty 2673.636379 = -420200.079157
  nChanged 12
		SP:Iteration 26Q (16885.630000 sec): 3 clusters
  Score: Raw -422877.699860 + Penalty 2673.636379 = -420204.063480
  nChanged 6
		SP:Iteration 27Q (16885.630000 sec): 3 clusters
  Score: Raw -422880.296316 + Penalty 2673.636379 = -420206.659937
  nChanged 8
		SP:Iteration 28Q (16885.640000 sec): 3 clusters
  Score: Raw -422881.764728 + Penalty 2673.636379 = -420208.128349
  nChanged 4
		SP:Iteration 29Q (16885.650000 sec): 3 clusters
  Score: Raw -422882.607830 + Penalty 2673.636379 = -420208.971451
  nChanged 2
		SP:Iteration 30Q (16885.660000 sec): 3 clusters
  Score: Raw -422882.904900 + Penalty 2673.636379 = -420209.268521
  nChanged 0
		SP:Iteration 31F (16885.670000 sec): 3 clusters
  Score: Raw -422882.904900 + Penalty 2673.636379 = -420209.268521
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16885.980000 sec): 2 clusters
  Score: Raw -13086507.638584 + Penalty 1887.584750 = -13084620.053834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16886.260000 sec): 3 clusters
  Score: Raw -13014281.156331 + Penalty 3775.169499 = -13010505.986832
  nChanged 53058
		SP:Iteration 1F (16886.530000 sec): 3 clusters
  Score: Raw -13045262.441501 + Penalty 3775.169499 = -13041487.272002
  nChanged 4243
		SP:Iteration 2Q (16886.820000 sec): 3 clusters
  Score: Raw -13046633.216367 + Penalty 3775.169499 = -13042858.046868
  nChanged 5341
		SP:Iteration 3Q (16887.110000 sec): 3 clusters
  Score: Raw -13049054.685676 + Penalty 3775.169499 = -13045279.516177
  nChanged 6865
		SP:Iteration 4F (16887.390000 sec): 3 clusters
  Score: Raw -13053117.510124 + Penalty 3775.169499 = -13049342.340625
  nChanged 8293
		SP:Iteration 5F (16887.670000 sec): 3 clusters
  Score: Raw -13059104.782341 + Penalty 3775.169499 = -13055329.612842
  nChanged 8887
		SP:Iteration 6F (16887.950000 sec): 3 clusters
  Score: Raw -13066407.760045 + Penalty 3775.169499 = -13062632.590546
  nChanged 7953
		SP:Iteration 7F (16888.230000 sec): 3 clusters
  Score: Raw -13073228.980823 + Penalty 3775.169499 = -13069453.811324
  nChanged 6093
		SP:Iteration 8F (16888.500000 sec): 3 clusters
  Score: Raw -13078465.510066 + Penalty 3775.169499 = -13074690.340567
  nChanged 4301
		SP:Iteration 9Q (16888.770000 sec): 3 clusters
  Score: Raw -13082155.646236 + Penalty 3775.169499 = -13078380.476737
  nChanged 2596
		SP:Iteration 10Q (16889.020000 sec): 3 clusters
  Score: Raw -13084340.255431 + Penalty 3775.169499 = -13080565.085931
  nChanged 1438
		SP:Iteration 11Q (16889.260000 sec): 3 clusters
  Score: Raw -13085523.597334 + Penalty 3775.169499 = -13081748.427835
  nChanged 782
		SP:Iteration 12Q (16889.470000 sec): 3 clusters
  Score: Raw -13086107.218125 + Penalty 3775.169499 = -13082332.048626
  nChanged 433
		SP:Iteration 13Q (16889.680000 sec): 3 clusters
  Score: Raw -13086420.170585 + Penalty 3775.169499 = -13082645.001086
  nChanged 273
		SP:Iteration 14Q (16889.890000 sec): 3 clusters
  Score: Raw -13086613.987342 + Penalty 3775.169499 = -13082838.817843
  nChanged 205
		SP:Iteration 15Q (16890.090000 sec): 3 clusters
  Score: Raw -13086739.104926 + Penalty 3775.169499 = -13082963.935426
  nChanged 134
		SP:Iteration 16Q (16890.290000 sec): 3 clusters
  Score: Raw -13086813.799923 + Penalty 3775.169499 = -13083038.630423
  nChanged 79
		SP:Iteration 17Q (16890.490000 sec): 3 clusters
  Score: Raw -13086854.961231 + Penalty 3775.169499 = -13083079.791732
  nChanged 57
		SP:Iteration 18Q (16890.680000 sec): 3 clusters
  Score: Raw -13086877.000973 + Penalty 3775.169499 = -13083101.831474
  nChanged 35
		SP:Iteration 19Q (16890.880000 sec): 3 clusters
  Score: Raw -13086895.096940 + Penalty 3775.169499 = -13083119.927441
  nChanged 37
		SP:Iteration 20F (16891.150000 sec): 3 clusters
  Score: Raw -13086909.579582 + Penalty 3775.169499 = -13083134.410083
  nChanged 32
		SP:Iteration 21Q (16891.350000 sec): 3 clusters
  Score: Raw -13086921.317529 + Penalty 3775.169499 = -13083146.148029
  nChanged 23
		SP:Iteration 22Q (16891.550000 sec): 3 clusters
  Score: Raw -13086931.503259 + Penalty 3775.169499 = -13083156.333759
  nChanged 21
		SP:Iteration 23Q (16891.750000 sec): 3 clusters
  Score: Raw -13086942.446474 + Penalty 3775.169499 = -13083167.276975
  nChanged 24
		SP:Iteration 24Q (16891.940000 sec): 3 clusters
  Score: Raw -13086951.911457 + Penalty 3775.169499 = -13083176.741958
  nChanged 15
		SP:Iteration 25Q (16892.140000 sec): 3 clusters
  Score: Raw -13086958.515133 + Penalty 3775.169499 = -13083183.345634
  nChanged 13
		SP:Iteration 26Q (16892.330000 sec): 3 clusters
  Score: Raw -13086963.664257 + Penalty 3775.169499 = -13083188.494757
  nChanged 11
		SP:Iteration 27Q (16892.530000 sec): 3 clusters
  Score: Raw -13086967.780323 + Penalty 3775.169499 = -13083192.610824
  nChanged 11
		SP:Iteration 28Q (16892.720000 sec): 3 clusters
  Score: Raw -13086972.192285 + Penalty 3775.169499 = -13083197.022786
  nChanged 9
		SP:Iteration 29Q (16892.920000 sec): 3 clusters
  Score: Raw -13086976.038491 + Penalty 3775.169499 = -13083200.868992
  nChanged 10
		SP:Iteration 30Q (16893.110000 sec): 3 clusters
  Score: Raw -13086978.971131 + Penalty 3775.169499 = -13083203.801632
  nChanged 8
		SP:Iteration 31Q (16893.310000 sec): 3 clusters
  Score: Raw -13086982.490187 + Penalty 3775.169499 = -13083207.320688
  nChanged 5
		SP:Iteration 32Q (16893.500000 sec): 3 clusters
  Score: Raw -13086984.326153 + Penalty 3775.169499 = -13083209.156654
  nChanged 2
		SP:Iteration 33Q (16893.690000 sec): 3 clusters
  Score: Raw -13086984.814037 + Penalty 3775.169499 = -13083209.644538
  nChanged 3
		SP:Iteration 34Q (16893.890000 sec): 3 clusters
  Score: Raw -13086986.628959 + Penalty 3775.169499 = -13083211.459460
  nChanged 6
		SP:Iteration 35Q (16894.080000 sec): 3 clusters
  Score: Raw -13086988.126083 + Penalty 3775.169499 = -13083212.956584
  nChanged 3
		SP:Iteration 36Q (16894.280000 sec): 3 clusters
  Score: Raw -13086988.826316 + Penalty 3775.169499 = -13083213.656817
  nChanged 1
		SP:Iteration 37Q (16894.470000 sec): 3 clusters
  Score: Raw -13086989.032105 + Penalty 3775.169499 = -13083213.862606
  nChanged 1
		SP:Iteration 38Q (16894.670000 sec): 3 clusters
  Score: Raw -13086989.291957 + Penalty 3775.169499 = -13083214.122458
  nChanged 0
		SP:Iteration 39F (16894.940000 sec): 3 clusters
  Score: Raw -13086989.291957 + Penalty 3775.169499 = -13083214.122458
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16895.010000 sec): 2 clusters
  Score: Raw -748152.640278 + Penalty 1441.688016 = -746710.952262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16895.030000 sec): 3 clusters
  Score: Raw -744323.292688 + Penalty 2883.376032 = -741439.916656
  nChanged 2958
		SP:Iteration 1F (16895.050000 sec): 3 clusters
  Score: Raw -746134.245575 + Penalty 2883.376032 = -743250.869543
  nChanged 570
		SP:Iteration 2F (16895.060000 sec): 3 clusters
  Score: Raw -746551.528852 + Penalty 2883.376032 = -743668.152820
  nChanged 504
		SP:Iteration 3F (16895.080000 sec): 3 clusters
  Score: Raw -746959.470453 + Penalty 2883.376032 = -744076.094421
  nChanged 483
		SP:Iteration 4F (16895.100000 sec): 3 clusters
  Score: Raw -747396.230857 + Penalty 2883.376032 = -744512.854825
  nChanged 497
		SP:Iteration 5F (16895.110000 sec): 3 clusters
  Score: Raw -747898.830219 + Penalty 2883.376032 = -745015.454188
  nChanged 470
		SP:Iteration 6F (16895.130000 sec): 3 clusters
  Score: Raw -748422.937899 + Penalty 2883.376032 = -745539.561868
  nChanged 403
		SP:Iteration 7F (16895.150000 sec): 3 clusters
  Score: Raw -748834.585703 + Penalty 2883.376032 = -745951.209671
  nChanged 283
		SP:Iteration 8Q (16895.170000 sec): 3 clusters
  Score: Raw -749050.353933 + Penalty 2883.376032 = -746166.977902
  nChanged 194
		SP:Iteration 9Q (16895.180000 sec): 3 clusters
  Score: Raw -749154.206307 + Penalty 2883.376032 = -746270.830275
  nChanged 144
		SP:Iteration 10Q (16895.200000 sec): 3 clusters
  Score: Raw -749219.492580 + Penalty 2883.376032 = -746336.116548
  nChanged 100
		SP:Iteration 11Q (16895.210000 sec): 3 clusters
  Score: Raw -749256.031679 + Penalty 2883.376032 = -746372.655647
  nChanged 69
		SP:Iteration 12Q (16895.230000 sec): 3 clusters
  Score: Raw -749280.260208 + Penalty 2883.376032 = -746396.884177
  nChanged 53
		SP:Iteration 13Q (16895.250000 sec): 3 clusters
  Score: Raw -749300.517044 + Penalty 2883.376032 = -746417.141012
  nChanged 54
		SP:Iteration 14Q (16895.260000 sec): 3 clusters
  Score: Raw -749323.396319 + Penalty 2883.376032 = -746440.020287
  nChanged 54
		SP:Iteration 15Q (16895.280000 sec): 3 clusters
  Score: Raw -749348.471936 + Penalty 2883.376032 = -746465.095904
  nChanged 69
		SP:Iteration 16Q (16895.290000 sec): 3 clusters
  Score: Raw -749378.633711 + Penalty 2883.376032 = -746495.257679
  nChanged 68
		SP:Iteration 17Q (16895.310000 sec): 3 clusters
  Score: Raw -749410.129853 + Penalty 2883.376032 = -746526.753821
  nChanged 60
		SP:Iteration 18Q (16895.330000 sec): 3 clusters
  Score: Raw -749435.023633 + Penalty 2883.376032 = -746551.647602
  nChanged 48
		SP:Iteration 19Q (16895.340000 sec): 3 clusters
  Score: Raw -749452.308462 + Penalty 2883.376032 = -746568.932431
  nChanged 45
		SP:Iteration 20F (16895.360000 sec): 3 clusters
  Score: Raw -749466.637119 + Penalty 2883.376032 = -746583.261088
  nChanged 33
		SP:Iteration 21Q (16895.370000 sec): 3 clusters
  Score: Raw -749475.525196 + Penalty 2883.376032 = -746592.149164
  nChanged 29
		SP:Iteration 22Q (16895.390000 sec): 3 clusters
  Score: Raw -749484.894269 + Penalty 2883.376032 = -746601.518238
  nChanged 29
		SP:Iteration 23Q (16895.410000 sec): 3 clusters
  Score: Raw -749494.157967 + Penalty 2883.376032 = -746610.781936
  nChanged 19
		SP:Iteration 24Q (16895.420000 sec): 3 clusters
  Score: Raw -749499.239958 + Penalty 2883.376032 = -746615.863927
  nChanged 12
		SP:Iteration 25Q (16895.440000 sec): 3 clusters
  Score: Raw -749502.825206 + Penalty 2883.376032 = -746619.449175
  nChanged 15
		SP:Iteration 26Q (16895.450000 sec): 3 clusters
  Score: Raw -749507.645888 + Penalty 2883.376032 = -746624.269857
  nChanged 10
		SP:Iteration 27Q (16895.470000 sec): 3 clusters
  Score: Raw -749510.163181 + Penalty 2883.376032 = -746626.787149
  nChanged 10
		SP:Iteration 28Q (16895.490000 sec): 3 clusters
  Score: Raw -749513.175907 + Penalty 2883.376032 = -746629.799875
  nChanged 10
		SP:Iteration 29Q (16895.500000 sec): 3 clusters
  Score: Raw -749514.906482 + Penalty 2883.376032 = -746631.530450
  nChanged 7
		SP:Iteration 30Q (16895.520000 sec): 3 clusters
  Score: Raw -749516.572872 + Penalty 2883.376032 = -746633.196840
  nChanged 9
		SP:Iteration 31Q (16895.530000 sec): 3 clusters
  Score: Raw -749519.077888 + Penalty 2883.376032 = -746635.701857
  nChanged 11
		SP:Iteration 32Q (16895.550000 sec): 3 clusters
  Score: Raw -749524.017730 + Penalty 2883.376032 = -746640.641698
  nChanged 14
		SP:Iteration 33Q (16895.570000 sec): 3 clusters
  Score: Raw -749527.828025 + Penalty 2883.376032 = -746644.451994
  nChanged 11
		SP:Iteration 34Q (16895.580000 sec): 3 clusters
  Score: Raw -749530.657534 + Penalty 2883.376032 = -746647.281502
  nChanged 13
		SP:Iteration 35Q (16895.600000 sec): 3 clusters
  Score: Raw -749535.888328 + Penalty 2883.376032 = -746652.512296
  nChanged 15
		SP:Iteration 36Q (16895.610000 sec): 3 clusters
  Score: Raw -749540.204512 + Penalty 2883.376032 = -746656.828480
  nChanged 9
		SP:Iteration 37Q (16895.630000 sec): 3 clusters
  Score: Raw -749544.040596 + Penalty 2883.376032 = -746660.664564
  nChanged 14
		SP:Iteration 38Q (16895.640000 sec): 3 clusters
  Score: Raw -749550.351430 + Penalty 2883.376032 = -746666.975398
  nChanged 22
		SP:Iteration 39Q (16895.660000 sec): 3 clusters
  Score: Raw -749557.371782 + Penalty 2883.376032 = -746673.995750
  nChanged 17
		SP:Iteration 40F (16895.670000 sec): 3 clusters
  Score: Raw -749562.133156 + Penalty 2883.376032 = -746678.757125
  nChanged 16
		SP:Iteration 41Q (16895.690000 sec): 3 clusters
  Score: Raw -749565.954174 + Penalty 2883.376032 = -746682.578142
  nChanged 8
		SP:Iteration 42Q (16895.710000 sec): 3 clusters
  Score: Raw -749567.023097 + Penalty 2883.376032 = -746683.647066
  nChanged 2
		SP:Iteration 43Q (16895.720000 sec): 3 clusters
  Score: Raw -749567.285681 + Penalty 2883.376032 = -746683.909649
  nChanged 2
		SP:Iteration 44Q (16895.740000 sec): 3 clusters
  Score: Raw -749567.467368 + Penalty 2883.376032 = -746684.091337
  nChanged 0
		SP:Iteration 45F (16895.750000 sec): 3 clusters
  Score: Raw -749567.467368 + Penalty 2883.376032 = -746684.091337
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16895.770000 sec): 2 clusters
  Score: Raw -348985.688411 + Penalty 1303.400754 = -347682.287657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16895.770000 sec): 3 clusters
  Score: Raw -347550.504884 + Penalty 2606.801509 = -344943.703375
  nChanged 1134
		SP:Iteration 1F (16895.780000 sec): 3 clusters
  Score: Raw -348274.283547 + Penalty 2606.801509 = -345667.482039
  nChanged 240
		SP:Iteration 2F (16895.790000 sec): 3 clusters
  Score: Raw -348450.937803 + Penalty 2606.801509 = -345844.136294
  nChanged 172
		SP:Iteration 3F (16895.790000 sec): 3 clusters
  Score: Raw -348571.650162 + Penalty 2606.801509 = -345964.848654
  nChanged 140
		SP:Iteration 4Q (16895.800000 sec): 3 clusters
  Score: Raw -348674.018307 + Penalty 2606.801509 = -346067.216799
  nChanged 148
		SP:Iteration 5Q (16895.810000 sec): 3 clusters
  Score: Raw -348795.491669 + Penalty 2606.801509 = -346188.690160
  nChanged 145
		SP:Iteration 6Q (16895.820000 sec): 3 clusters
  Score: Raw -348910.466511 + Penalty 2606.801509 = -346303.665002
  nChanged 142
		SP:Iteration 7Q (16895.830000 sec): 3 clusters
  Score: Raw -349041.144299 + Penalty 2606.801509 = -346434.342791
  nChanged 159
		SP:Iteration 8F (16895.830000 sec): 3 clusters
  Score: Raw -349220.084939 + Penalty 2606.801509 = -346613.283431
  nChanged 183
		SP:Iteration 9F (16895.840000 sec): 3 clusters
  Score: Raw -349417.445424 + Penalty 2606.801509 = -346810.643915
  nChanged 164
		SP:Iteration 10F (16895.850000 sec): 3 clusters
  Score: Raw -349582.539450 + Penalty 2606.801509 = -346975.737941
  nChanged 129
		SP:Iteration 11Q (16895.850000 sec): 3 clusters
  Score: Raw -349702.443517 + Penalty 2606.801509 = -347095.642008
  nChanged 93
		SP:Iteration 12Q (16895.860000 sec): 3 clusters
  Score: Raw -349773.275006 + Penalty 2606.801509 = -347166.473498
  nChanged 67
		SP:Iteration 13Q (16895.870000 sec): 3 clusters
  Score: Raw -349813.061759 + Penalty 2606.801509 = -347206.260250
  nChanged 28
		SP:Iteration 14Q (16895.870000 sec): 3 clusters
  Score: Raw -349826.339552 + Penalty 2606.801509 = -347219.538044
  nChanged 14
		SP:Iteration 15Q (16895.880000 sec): 3 clusters
  Score: Raw -349832.124682 + Penalty 2606.801509 = -347225.323174
  nChanged 9
		SP:Iteration 16Q (16895.890000 sec): 3 clusters
  Score: Raw -349836.582161 + Penalty 2606.801509 = -347229.780652
  nChanged 10
		SP:Iteration 17Q (16895.890000 sec): 3 clusters
  Score: Raw -349840.472199 + Penalty 2606.801509 = -347233.670691
  nChanged 7
		SP:Iteration 18Q (16895.900000 sec): 3 clusters
  Score: Raw -349843.260008 + Penalty 2606.801509 = -347236.458500
  nChanged 7
		SP:Iteration 19Q (16895.910000 sec): 3 clusters
  Score: Raw -349846.703142 + Penalty 2606.801509 = -347239.901633
  nChanged 8
		SP:Iteration 20F (16895.920000 sec): 3 clusters
  Score: Raw -349850.147223 + Penalty 2606.801509 = -347243.345714
  nChanged 7
		SP:Iteration 21Q (16895.930000 sec): 3 clusters
  Score: Raw -349852.497695 + Penalty 2606.801509 = -347245.696186
  nChanged 7
		SP:Iteration 22Q (16895.930000 sec): 3 clusters
  Score: Raw -349855.223440 + Penalty 2606.801509 = -347248.421932
  nChanged 5
		SP:Iteration 23Q (16895.940000 sec): 3 clusters
  Score: Raw -349857.179190 + Penalty 2606.801509 = -347250.377681
  nChanged 4
		SP:Iteration 24Q (16895.950000 sec): 3 clusters
  Score: Raw -349859.184245 + Penalty 2606.801509 = -347252.382736
  nChanged 5
		SP:Iteration 25Q (16895.950000 sec): 3 clusters
  Score: Raw -349860.654525 + Penalty 2606.801509 = -347253.853016
  nChanged 5
		SP:Iteration 26Q (16895.960000 sec): 3 clusters
  Score: Raw -349862.544665 + Penalty 2606.801509 = -347255.743156
  nChanged 4
		SP:Iteration 27Q (16895.970000 sec): 3 clusters
  Score: Raw -349863.741911 + Penalty 2606.801509 = -347256.940402
  nChanged 0
		SP:Iteration 28F (16895.970000 sec): 3 clusters
  Score: Raw -349863.741911 + Penalty 2606.801509 = -347256.940402
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16895.990000 sec): 2 clusters
  Score: Raw -352369.506974 + Penalty 1314.291478 = -351055.215497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16895.990000 sec): 3 clusters
  Score: Raw -350801.987346 + Penalty 2628.582955 = -348173.404390
  nChanged 1239
		SP:Iteration 1F (16896.000000 sec): 3 clusters
  Score: Raw -351567.456496 + Penalty 2628.582955 = -348938.873541
  nChanged 306
		SP:Iteration 2F (16896.010000 sec): 3 clusters
  Score: Raw -351813.352032 + Penalty 2628.582955 = -349184.769077
  nChanged 251
		SP:Iteration 3F (16896.020000 sec): 3 clusters
  Score: Raw -352064.223119 + Penalty 2628.582955 = -349435.640164
  nChanged 220
		SP:Iteration 4F (16896.030000 sec): 3 clusters
  Score: Raw -352287.039314 + Penalty 2628.582955 = -349658.456359
  nChanged 185
		SP:Iteration 5F (16896.030000 sec): 3 clusters
  Score: Raw -352457.969146 + Penalty 2628.582955 = -349829.386191
  nChanged 141
		SP:Iteration 6Q (16896.040000 sec): 3 clusters
  Score: Raw -352577.152851 + Penalty 2628.582955 = -349948.569896
  nChanged 101
		SP:Iteration 7Q (16896.050000 sec): 3 clusters
  Score: Raw -352654.715228 + Penalty 2628.582955 = -350026.132273
  nChanged 75
		SP:Iteration 8Q (16896.050000 sec): 3 clusters
  Score: Raw -352711.216679 + Penalty 2628.582955 = -350082.633724
  nChanged 68
		SP:Iteration 9Q (16896.060000 sec): 3 clusters
  Score: Raw -352750.942707 + Penalty 2628.582955 = -350122.359752
  nChanged 38
		SP:Iteration 10Q (16896.070000 sec): 3 clusters
  Score: Raw -352771.400514 + Penalty 2628.582955 = -350142.817558
  nChanged 30
		SP:Iteration 11Q (16896.080000 sec): 3 clusters
  Score: Raw -352784.798914 + Penalty 2628.582955 = -350156.215958
  nChanged 22
		SP:Iteration 12Q (16896.090000 sec): 3 clusters
  Score: Raw -352791.367525 + Penalty 2628.582955 = -350162.784569
  nChanged 13
		SP:Iteration 13Q (16896.090000 sec): 3 clusters
  Score: Raw -352795.641668 + Penalty 2628.582955 = -350167.058713
  nChanged 10
		SP:Iteration 14Q (16896.100000 sec): 3 clusters
  Score: Raw -352799.431678 + Penalty 2628.582955 = -350170.848723
  nChanged 10
		SP:Iteration 15Q (16896.110000 sec): 3 clusters
  Score: Raw -352802.409916 + Penalty 2628.582955 = -350173.826961
  nChanged 7
		SP:Iteration 16Q (16896.110000 sec): 3 clusters
  Score: Raw -352804.725811 + Penalty 2628.582955 = -350176.142856
  nChanged 9
		SP:Iteration 17Q (16896.120000 sec): 3 clusters
  Score: Raw -352806.576706 + Penalty 2628.582955 = -350177.993751
  nChanged 5
		SP:Iteration 18Q (16896.130000 sec): 3 clusters
  Score: Raw -352807.938605 + Penalty 2628.582955 = -350179.355650
  nChanged 2
		SP:Iteration 19Q (16896.140000 sec): 3 clusters
  Score: Raw -352808.599488 + Penalty 2628.582955 = -350180.016533
  nChanged 1
		SP:Iteration 20F (16896.150000 sec): 3 clusters
  Score: Raw -352809.219006 + Penalty 2628.582955 = -350180.636051
  nChanged 2
		SP:Iteration 21Q (16896.150000 sec): 3 clusters
  Score: Raw -352809.690453 + Penalty 2628.582955 = -350181.107498
  nChanged 1
		SP:Iteration 22Q (16896.160000 sec): 3 clusters
  Score: Raw -352809.859027 + Penalty 2628.582955 = -350181.276071
  nChanged 0
		SP:Iteration 23F (16896.170000 sec): 3 clusters
  Score: Raw -352809.859027 + Penalty 2628.582955 = -350181.276071
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (8741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16896.190000 sec): 2 clusters
  Score: Raw -1047354.261159 + Penalty 1474.814230 = -1045879.446928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16896.210000 sec): 3 clusters
  Score: Raw -1042567.144227 + Penalty 2949.628461 = -1039617.515767
  nChanged 3694
		SP:Iteration 1F (16896.240000 sec): 3 clusters
  Score: Raw -1044749.204308 + Penalty 2949.628461 = -1041799.575847
  nChanged 666
		SP:Iteration 2F (16896.260000 sec): 3 clusters
  Score: Raw -1045225.239454 + Penalty 2949.628461 = -1042275.610994
  nChanged 586
		SP:Iteration 3F (16896.280000 sec): 3 clusters
  Score: Raw -1045644.480443 + Penalty 2949.628461 = -1042694.851982
  nChanged 543
		SP:Iteration 4F (16896.300000 sec): 3 clusters
  Score: Raw -1045985.167176 + Penalty 2949.628461 = -1043035.538716
  nChanged 459
		SP:Iteration 5F (16896.320000 sec): 3 clusters
  Score: Raw -1046237.153000 + Penalty 2949.628461 = -1043287.524539
  nChanged 416
		SP:Iteration 6Q (16896.340000 sec): 3 clusters
  Score: Raw -1046450.055768 + Penalty 2949.628461 = -1043500.427308
  nChanged 382
		SP:Iteration 7Q (16896.360000 sec): 3 clusters
  Score: Raw -1046632.451369 + Penalty 2949.628461 = -1043682.822908
  nChanged 327
		SP:Iteration 8Q (16896.380000 sec): 3 clusters
  Score: Raw -1046809.358356 + Penalty 2949.628461 = -1043859.729895
  nChanged 309
		SP:Iteration 9Q (16896.400000 sec): 3 clusters
  Score: Raw -1046978.594263 + Penalty 2949.628461 = -1044028.965803
  nChanged 304
		SP:Iteration 10Q (16896.420000 sec): 3 clusters
  Score: Raw -1047148.568646 + Penalty 2949.628461 = -1044198.940185
  nChanged 268
		SP:Iteration 11Q (16896.440000 sec): 3 clusters
  Score: Raw -1047316.591019 + Penalty 2949.628461 = -1044366.962559
  nChanged 262
		SP:Iteration 12Q (16896.460000 sec): 3 clusters
  Score: Raw -1047477.141578 + Penalty 2949.628461 = -1044527.513117
  nChanged 232
		SP:Iteration 13Q (16896.480000 sec): 3 clusters
  Score: Raw -1047621.662491 + Penalty 2949.628461 = -1044672.034030
  nChanged 190
		SP:Iteration 14Q (16896.500000 sec): 3 clusters
  Score: Raw -1047715.192453 + Penalty 2949.628461 = -1044765.563992
  nChanged 166
		SP:Iteration 15Q (16896.520000 sec): 3 clusters
  Score: Raw -1047792.320028 + Penalty 2949.628461 = -1044842.691567
  nChanged 130
		SP:Iteration 16Q (16896.530000 sec): 3 clusters
  Score: Raw -1047851.527352 + Penalty 2949.628461 = -1044901.898891
  nChanged 114
		SP:Iteration 17Q (16896.550000 sec): 3 clusters
  Score: Raw -1047904.544897 + Penalty 2949.628461 = -1044954.916437
  nChanged 99
		SP:Iteration 18Q (16896.570000 sec): 3 clusters
  Score: Raw -1047948.229689 + Penalty 2949.628461 = -1044998.601228
  nChanged 88
		SP:Iteration 19Q (16896.590000 sec): 3 clusters
  Score: Raw -1047982.454290 + Penalty 2949.628461 = -1045032.825830
  nChanged 67
		SP:Iteration 20F (16896.610000 sec): 3 clusters
  Score: Raw -1048004.540074 + Penalty 2949.628461 = -1045054.911613
  nChanged 50
		SP:Iteration 21Q (16896.630000 sec): 3 clusters
  Score: Raw -1048020.909533 + Penalty 2949.628461 = -1045071.281073
  nChanged 37
		SP:Iteration 22Q (16896.650000 sec): 3 clusters
  Score: Raw -1048032.712929 + Penalty 2949.628461 = -1045083.084469
  nChanged 40
		SP:Iteration 23Q (16896.670000 sec): 3 clusters
  Score: Raw -1048043.203521 + Penalty 2949.628461 = -1045093.575060
  nChanged 35
		SP:Iteration 24Q (16896.680000 sec): 3 clusters
  Score: Raw -1048052.847086 + Penalty 2949.628461 = -1045103.218626
  nChanged 18
		SP:Iteration 25Q (16896.700000 sec): 3 clusters
  Score: Raw -1048057.045364 + Penalty 2949.628461 = -1045107.416904
  nChanged 19
		SP:Iteration 26Q (16896.720000 sec): 3 clusters
  Score: Raw -1048061.959222 + Penalty 2949.628461 = -1045112.330762
  nChanged 21
		SP:Iteration 27Q (16896.730000 sec): 3 clusters
  Score: Raw -1048067.110156 + Penalty 2949.628461 = -1045117.481696
  nChanged 16
		SP:Iteration 28Q (16896.750000 sec): 3 clusters
  Score: Raw -1048071.072959 + Penalty 2949.628461 = -1045121.444498
  nChanged 13
		SP:Iteration 29Q (16896.770000 sec): 3 clusters
  Score: Raw -1048074.136591 + Penalty 2949.628461 = -1045124.508131
  nChanged 20
		SP:Iteration 30Q (16896.790000 sec): 3 clusters
  Score: Raw -1048078.985823 + Penalty 2949.628461 = -1045129.357362
  nChanged 21
		SP:Iteration 31Q (16896.810000 sec): 3 clusters
  Score: Raw -1048084.580447 + Penalty 2949.628461 = -1045134.951987
  nChanged 15
		SP:Iteration 32Q (16896.820000 sec): 3 clusters
  Score: Raw -1048087.922146 + Penalty 2949.628461 = -1045138.293685
  nChanged 10
		SP:Iteration 33Q (16896.840000 sec): 3 clusters
  Score: Raw -1048090.431704 + Penalty 2949.628461 = -1045140.803243
  nChanged 13
		SP:Iteration 34Q (16896.860000 sec): 3 clusters
  Score: Raw -1048093.619070 + Penalty 2949.628461 = -1045143.990610
  nChanged 11
		SP:Iteration 35Q (16896.870000 sec): 3 clusters
  Score: Raw -1048096.219347 + Penalty 2949.628461 = -1045146.590886
  nChanged 10
		SP:Iteration 36Q (16896.890000 sec): 3 clusters
  Score: Raw -1048099.298559 + Penalty 2949.628461 = -1045149.670099
  nChanged 10
		SP:Iteration 37Q (16896.910000 sec): 3 clusters
  Score: Raw -1048102.464270 + Penalty 2949.628461 = -1045152.835810
  nChanged 11
		SP:Iteration 38Q (16896.930000 sec): 3 clusters
  Score: Raw -1048104.882660 + Penalty 2949.628461 = -1045155.254199
  nChanged 17
		SP:Iteration 39Q (16896.950000 sec): 3 clusters
  Score: Raw -1048108.931302 + Penalty 2949.628461 = -1045159.302841
  nChanged 14
		SP:Iteration 40F (16896.970000 sec): 3 clusters
  Score: Raw -1048111.771457 + Penalty 2949.628461 = -1045162.142997
  nChanged 10
		SP:Iteration 41Q (16896.980000 sec): 3 clusters
  Score: Raw -1048113.994834 + Penalty 2949.628461 = -1045164.366374
  nChanged 13
		SP:Iteration 42Q (16897.000000 sec): 3 clusters
  Score: Raw -1048116.651249 + Penalty 2949.628461 = -1045167.022789
  nChanged 12
		SP:Iteration 43Q (16897.020000 sec): 3 clusters
  Score: Raw -1048119.780961 + Penalty 2949.628461 = -1045170.152500
  nChanged 10
		SP:Iteration 44Q (16897.030000 sec): 3 clusters
  Score: Raw -1048121.812633 + Penalty 2949.628461 = -1045172.184172
  nChanged 7
		SP:Iteration 45Q (16897.050000 sec): 3 clusters
  Score: Raw -1048123.520770 + Penalty 2949.628461 = -1045173.892309
  nChanged 9
		SP:Iteration 46Q (16897.070000 sec): 3 clusters
  Score: Raw -1048124.827454 + Penalty 2949.628461 = -1045175.198993
  nChanged 6
		SP:Iteration 47Q (16897.090000 sec): 3 clusters
  Score: Raw -1048126.092733 + Penalty 2949.628461 = -1045176.464273
  nChanged 6
		SP:Iteration 48Q (16897.100000 sec): 3 clusters
  Score: Raw -1048127.405741 + Penalty 2949.628461 = -1045177.777281
  nChanged 5
		SP:Iteration 49Q (16897.120000 sec): 3 clusters
  Score: Raw -1048128.078285 + Penalty 2949.628461 = -1045178.449824
  nChanged 6
		SP:Iteration 50Q (16897.140000 sec): 3 clusters
  Score: Raw -1048128.808372 + Penalty 2949.628461 = -1045179.179911
  nChanged 8
		SP:Iteration 51Q (16897.150000 sec): 3 clusters
  Score: Raw -1048130.012363 + Penalty 2949.628461 = -1045180.383902
  nChanged 6
		SP:Iteration 52Q (16897.170000 sec): 3 clusters
  Score: Raw -1048131.730120 + Penalty 2949.628461 = -1045182.101659
  nChanged 7
		SP:Iteration 53Q (16897.190000 sec): 3 clusters
  Score: Raw -1048132.977431 + Penalty 2949.628461 = -1045183.348971
  nChanged 8
		SP:Iteration 54Q (16897.210000 sec): 3 clusters
  Score: Raw -1048134.666162 + Penalty 2949.628461 = -1045185.037702
  nChanged 8
		SP:Iteration 55Q (16897.220000 sec): 3 clusters
  Score: Raw -1048137.678995 + Penalty 2949.628461 = -1045188.050534
  nChanged 8
		SP:Iteration 56Q (16897.240000 sec): 3 clusters
  Score: Raw -1048139.785287 + Penalty 2949.628461 = -1045190.156827
  nChanged 9
		SP:Iteration 57Q (16897.260000 sec): 3 clusters
  Score: Raw -1048142.456053 + Penalty 2949.628461 = -1045192.827592
  nChanged 11
		SP:Iteration 58Q (16897.270000 sec): 3 clusters
  Score: Raw -1048144.693361 + Penalty 2949.628461 = -1045195.064900
  nChanged 8
		SP:Iteration 59Q (16897.290000 sec): 3 clusters
  Score: Raw -1048145.918479 + Penalty 2949.628461 = -1045196.290019
  nChanged 5
		SP:Iteration 60F (16897.310000 sec): 3 clusters
  Score: Raw -1048146.420993 + Penalty 2949.628461 = -1045196.792532
  nChanged 3
		SP:Iteration 61Q (16897.330000 sec): 3 clusters
  Score: Raw -1048146.828163 + Penalty 2949.628461 = -1045197.199702
  nChanged 5
		SP:Iteration 62Q (16897.350000 sec): 3 clusters
  Score: Raw -1048147.742775 + Penalty 2949.628461 = -1045198.114315
  nChanged 4
		SP:Iteration 63Q (16897.360000 sec): 3 clusters
  Score: Raw -1048148.183756 + Penalty 2949.628461 = -1045198.555295
  nChanged 1
		SP:Iteration 64Q (16897.380000 sec): 3 clusters
  Score: Raw -1048148.256351 + Penalty 2949.628461 = -1045198.627890
  nChanged 2
		SP:Iteration 65Q (16897.400000 sec): 3 clusters
  Score: Raw -1048148.598088 + Penalty 2949.628461 = -1045198.969627
  nChanged 0
		SP:Iteration 66F (16897.420000 sec): 3 clusters
  Score: Raw -1048148.598088 + Penalty 2949.628461 = -1045198.969627
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16897.430000 sec): 2 clusters
  Score: Raw -144594.531580 + Penalty 1167.502237 = -143427.029343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16897.430000 sec): 3 clusters
  Score: Raw -144108.384484 + Penalty 2335.004475 = -141773.380009
  nChanged 420
		SP:Iteration 1F (16897.430000 sec): 3 clusters
  Score: Raw -144456.653249 + Penalty 2335.004475 = -142121.648774
  nChanged 130
		SP:Iteration 2F (16897.440000 sec): 3 clusters
  Score: Raw -144585.203723 + Penalty 2335.004475 = -142250.199248
  nChanged 78
		SP:Iteration 3F (16897.440000 sec): 3 clusters
  Score: Raw -144670.150032 + Penalty 2335.004475 = -142335.145557
  nChanged 51
		SP:Iteration 4Q (16897.440000 sec): 3 clusters
  Score: Raw -144717.728343 + Penalty 2335.004475 = -142382.723868
  nChanged 38
		SP:Iteration 5Q (16897.450000 sec): 3 clusters
  Score: Raw -144757.022317 + Penalty 2335.004475 = -142422.017842
  nChanged 37
		SP:Iteration 6Q (16897.450000 sec): 3 clusters
  Score: Raw -144796.516786 + Penalty 2335.004475 = -142461.512312
  nChanged 31
		SP:Iteration 7Q (16897.450000 sec): 3 clusters
  Score: Raw -144827.598770 + Penalty 2335.004475 = -142492.594296
  nChanged 24
		SP:Iteration 8Q (16897.450000 sec): 3 clusters
  Score: Raw -144854.964625 + Penalty 2335.004475 = -142519.960150
  nChanged 16
		SP:Iteration 9Q (16897.460000 sec): 3 clusters
  Score: Raw -144873.649222 + Penalty 2335.004475 = -142538.644747
  nChanged 19
		SP:Iteration 10Q (16897.460000 sec): 3 clusters
  Score: Raw -144889.801412 + Penalty 2335.004475 = -142554.796938
  nChanged 15
		SP:Iteration 11Q (16897.460000 sec): 3 clusters
  Score: Raw -144905.065700 + Penalty 2335.004475 = -142570.061225
  nChanged 16
		SP:Iteration 12Q (16897.470000 sec): 3 clusters
  Score: Raw -144922.219769 + Penalty 2335.004475 = -142587.215294
  nChanged 14
		SP:Iteration 13Q (16897.470000 sec): 3 clusters
  Score: Raw -144933.604568 + Penalty 2335.004475 = -142598.600094
  nChanged 7
		SP:Iteration 14Q (16897.470000 sec): 3 clusters
  Score: Raw -144936.884836 + Penalty 2335.004475 = -142601.880362
  nChanged 5
		SP:Iteration 15Q (16897.470000 sec): 3 clusters
  Score: Raw -144940.403262 + Penalty 2335.004475 = -142605.398788
  nChanged 3
		SP:Iteration 16Q (16897.480000 sec): 3 clusters
  Score: Raw -144941.785586 + Penalty 2335.004475 = -142606.781112
  nChanged 5
		SP:Iteration 17Q (16897.480000 sec): 3 clusters
  Score: Raw -144945.479652 + Penalty 2335.004475 = -142610.475177
  nChanged 2
		SP:Iteration 18Q (16897.490000 sec): 3 clusters
  Score: Raw -144947.484060 + Penalty 2335.004475 = -142612.479585
  nChanged 2
		SP:Iteration 19Q (16897.490000 sec): 3 clusters
  Score: Raw -144948.944047 + Penalty 2335.004475 = -142613.939572
  nChanged 2
		SP:Iteration 20F (16897.490000 sec): 3 clusters
  Score: Raw -144950.419280 + Penalty 2335.004475 = -142615.414805
  nChanged 3
		SP:Iteration 21Q (16897.490000 sec): 3 clusters
  Score: Raw -144954.842127 + Penalty 2335.004475 = -142619.837652
  nChanged 2
		SP:Iteration 22Q (16897.500000 sec): 3 clusters
  Score: Raw -144956.006795 + Penalty 2335.004475 = -142621.002321
  nChanged 1
		SP:Iteration 23Q (16897.500000 sec): 3 clusters
  Score: Raw -144956.517918 + Penalty 2335.004475 = -142621.513444
  nChanged 1
		SP:Iteration 24Q (16897.500000 sec): 3 clusters
  Score: Raw -144956.900278 + Penalty 2335.004475 = -142621.895803
  nChanged 1
		SP:Iteration 25Q (16897.510000 sec): 3 clusters
  Score: Raw -144957.295772 + Penalty 2335.004475 = -142622.291298
  nChanged 0
		SP:Iteration 26F (16897.510000 sec): 3 clusters
  Score: Raw -144957.295772 + Penalty 2335.004475 = -142622.291298
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (42485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16897.630000 sec): 2 clusters
  Score: Raw -4871859.355728 + Penalty 1731.747282 = -4870127.608446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16897.730000 sec): 3 clusters
  Score: Raw -4845056.075581 + Penalty 3463.494564 = -4841592.581017
  nChanged 19924
		SP:Iteration 1F (16897.840000 sec): 3 clusters
  Score: Raw -4856366.287951 + Penalty 3463.494564 = -4852902.793387
  nChanged 1831
		SP:Iteration 2Q (16897.950000 sec): 3 clusters
  Score: Raw -4856935.756572 + Penalty 3463.494564 = -4853472.262008
  nChanged 1842
		SP:Iteration 3Q (16898.060000 sec): 3 clusters
  Score: Raw -4857585.078753 + Penalty 3463.494564 = -4854121.584189
  nChanged 1971
		SP:Iteration 4Q (16898.170000 sec): 3 clusters
  Score: Raw -4858391.108961 + Penalty 3463.494564 = -4854927.614397
  nChanged 2194
		SP:Iteration 5F (16898.270000 sec): 3 clusters
  Score: Raw -4859422.863274 + Penalty 3463.494564 = -4855959.368710
  nChanged 2417
		SP:Iteration 6F (16898.380000 sec): 3 clusters
  Score: Raw -4860737.863497 + Penalty 3463.494564 = -4857274.368933
  nChanged 2649
		SP:Iteration 7F (16898.480000 sec): 3 clusters
  Score: Raw -4862378.740917 + Penalty 3463.494564 = -4858915.246353
  nChanged 2705
		SP:Iteration 8F (16898.590000 sec): 3 clusters
  Score: Raw -4864230.337498 + Penalty 3463.494564 = -4860766.842934
  nChanged 2593
		SP:Iteration 9F (16898.690000 sec): 3 clusters
  Score: Raw -4866178.991508 + Penalty 3463.494564 = -4862715.496944
  nChanged 2340
		SP:Iteration 10F (16898.800000 sec): 3 clusters
  Score: Raw -4868134.715698 + Penalty 3463.494564 = -4864671.221134
  nChanged 1881
		SP:Iteration 11Q (16898.910000 sec): 3 clusters
  Score: Raw -4869837.059420 + Penalty 3463.494564 = -4866373.564856
  nChanged 1260
		SP:Iteration 12Q (16899.010000 sec): 3 clusters
  Score: Raw -4870969.622948 + Penalty 3463.494564 = -4867506.128384
  nChanged 632
		SP:Iteration 13Q (16899.100000 sec): 3 clusters
  Score: Raw -4871540.587494 + Penalty 3463.494564 = -4868077.092930
  nChanged 270
		SP:Iteration 14Q (16899.180000 sec): 3 clusters
  Score: Raw -4871794.416718 + Penalty 3463.494564 = -4868330.922153
  nChanged 112
		SP:Iteration 15Q (16899.260000 sec): 3 clusters
  Score: Raw -4871917.010120 + Penalty 3463.494564 = -4868453.515556
  nChanged 50
		SP:Iteration 16Q (16899.330000 sec): 3 clusters
  Score: Raw -4871984.859402 + Penalty 3463.494564 = -4868521.364838
  nChanged 33
		SP:Iteration 17Q (16899.410000 sec): 3 clusters
  Score: Raw -4872022.016479 + Penalty 3463.494564 = -4868558.521915
  nChanged 11
		SP:Iteration 18Q (16899.490000 sec): 3 clusters
  Score: Raw -4872036.899688 + Penalty 3463.494564 = -4868573.405124
  nChanged 13
		SP:Iteration 19Q (16899.560000 sec): 3 clusters
  Score: Raw -4872048.514982 + Penalty 3463.494564 = -4868585.020418
  nChanged 5
		SP:Iteration 20F (16899.660000 sec): 3 clusters
  Score: Raw -4872053.550436 + Penalty 3463.494564 = -4868590.055871
  nChanged 4
		SP:Iteration 21Q (16899.730000 sec): 3 clusters
  Score: Raw -4872058.796156 + Penalty 3463.494564 = -4868595.301592
  nChanged 3
		SP:Iteration 22Q (16899.800000 sec): 3 clusters
  Score: Raw -4872061.616624 + Penalty 3463.494564 = -4868598.122060
  nChanged 2
		SP:Iteration 23Q (16899.870000 sec): 3 clusters
  Score: Raw -4872064.290672 + Penalty 3463.494564 = -4868600.796107
  nChanged 0
		SP:Iteration 24F (16899.970000 sec): 3 clusters
  Score: Raw -4872064.290672 + Penalty 3463.494564 = -4868600.796107
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16900.000000 sec): 2 clusters
  Score: Raw -50915.511921 + Penalty 1003.578431 = -49911.933489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16900.000000 sec): 3 clusters
  Score: Raw -50934.658071 + Penalty 2007.156863 = -48927.501209
  nChanged 124
		SP:Iteration 1F (16900.000000 sec): 3 clusters
  Score: Raw -51202.616983 + Penalty 2007.156863 = -49195.460120
  nChanged 29
		SP:Iteration 2F (16900.000000 sec): 3 clusters
  Score: Raw -51256.890687 + Penalty 2007.156863 = -49249.733824
  nChanged 21
		SP:Iteration 3Q (16900.000000 sec): 3 clusters
  Score: Raw -51288.461615 + Penalty 2007.156863 = -49281.304752
  nChanged 9
		SP:Iteration 4Q (16900.000000 sec): 3 clusters
  Score: Raw -51299.644998 + Penalty 2007.156863 = -49292.488135
  nChanged 2
		SP:Iteration 5Q (16900.010000 sec): 3 clusters
  Score: Raw -51300.812225 + Penalty 2007.156863 = -49293.655362
  nChanged 0
		SP:Iteration 6F (16900.010000 sec): 3 clusters
  Score: Raw -51300.812225 + Penalty 2007.156863 = -49293.655362
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (26590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16900.080000 sec): 2 clusters
  Score: Raw -3274693.801043 + Penalty 1655.597204 = -3273038.203840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16900.150000 sec): 3 clusters
  Score: Raw -3258341.379289 + Penalty 3311.194407 = -3255030.184882
  nChanged 12187
		SP:Iteration 1F (16900.210000 sec): 3 clusters
  Score: Raw -3265048.880561 + Penalty 3311.194407 = -3261737.686154
  nChanged 991
		SP:Iteration 2Q (16900.270000 sec): 3 clusters
  Score: Raw -3265293.082051 + Penalty 3311.194407 = -3261981.887644
  nChanged 879
		SP:Iteration 3Q (16900.340000 sec): 3 clusters
  Score: Raw -3265510.173738 + Penalty 3311.194407 = -3262198.979331
  nChanged 841
		SP:Iteration 4Q (16900.410000 sec): 3 clusters
  Score: Raw -3265716.904649 + Penalty 3311.194407 = -3262405.710242
  nChanged 805
		SP:Iteration 5Q (16900.470000 sec): 3 clusters
  Score: Raw -3265939.744989 + Penalty 3311.194407 = -3262628.550582
  nChanged 790
		SP:Iteration 6Q (16900.540000 sec): 3 clusters
  Score: Raw -3266182.941084 + Penalty 3311.194407 = -3262871.746677
  nChanged 891
		SP:Iteration 7Q (16900.600000 sec): 3 clusters
  Score: Raw -3266512.656965 + Penalty 3311.194407 = -3263201.462557
  nChanged 1084
		SP:Iteration 8Q (16900.670000 sec): 3 clusters
  Score: Raw -3266989.605263 + Penalty 3311.194407 = -3263678.410855
  nChanged 1333
		SP:Iteration 9F (16900.730000 sec): 3 clusters
  Score: Raw -3267750.606288 + Penalty 3311.194407 = -3264439.411881
  nChanged 1602
		SP:Iteration 10F (16900.800000 sec): 3 clusters
  Score: Raw -3268878.967490 + Penalty 3311.194407 = -3265567.773082
  nChanged 1763
		SP:Iteration 11F (16900.860000 sec): 3 clusters
  Score: Raw -3270333.802665 + Penalty 3311.194407 = -3267022.608258
  nChanged 1656
		SP:Iteration 12F (16900.930000 sec): 3 clusters
  Score: Raw -3271803.620273 + Penalty 3311.194407 = -3268492.425866
  nChanged 1270
		SP:Iteration 13Q (16900.990000 sec): 3 clusters
  Score: Raw -3272915.369958 + Penalty 3311.194407 = -3269604.175551
  nChanged 866
		SP:Iteration 14Q (16901.040000 sec): 3 clusters
  Score: Raw -3273630.653353 + Penalty 3311.194407 = -3270319.458945
  nChanged 534
		SP:Iteration 15Q (16901.090000 sec): 3 clusters
  Score: Raw -3274055.973897 + Penalty 3311.194407 = -3270744.779490
  nChanged 382
		SP:Iteration 16Q (16901.150000 sec): 3 clusters
  Score: Raw -3274379.142215 + Penalty 3311.194407 = -3271067.947808
  nChanged 221
		SP:Iteration 17Q (16901.190000 sec): 3 clusters
  Score: Raw -3274570.116930 + Penalty 3311.194407 = -3271258.922522
  nChanged 151
		SP:Iteration 18Q (16901.240000 sec): 3 clusters
  Score: Raw -3274701.330117 + Penalty 3311.194407 = -3271390.135710
  nChanged 88
		SP:Iteration 19Q (16901.280000 sec): 3 clusters
  Score: Raw -3274775.909046 + Penalty 3311.194407 = -3271464.714638
  nChanged 49
		SP:Iteration 20F (16901.350000 sec): 3 clusters
  Score: Raw -3274817.480443 + Penalty 3311.194407 = -3271506.286036
  nChanged 26
		SP:Iteration 21Q (16901.390000 sec): 3 clusters
  Score: Raw -3274845.763112 + Penalty 3311.194407 = -3271534.568705
  nChanged 28
		SP:Iteration 22Q (16901.430000 sec): 3 clusters
  Score: Raw -3274869.540808 + Penalty 3311.194407 = -3271558.346400
  nChanged 11
		SP:Iteration 23Q (16901.480000 sec): 3 clusters
  Score: Raw -3274881.574367 + Penalty 3311.194407 = -3271570.379959
  nChanged 7
		SP:Iteration 24Q (16901.520000 sec): 3 clusters
  Score: Raw -3274886.797160 + Penalty 3311.194407 = -3271575.602753
  nChanged 8
		SP:Iteration 25Q (16901.570000 sec): 3 clusters
  Score: Raw -3274896.284651 + Penalty 3311.194407 = -3271585.090243
  nChanged 8
		SP:Iteration 26Q (16901.610000 sec): 3 clusters
  Score: Raw -3274905.357053 + Penalty 3311.194407 = -3271594.162646
  nChanged 4
		SP:Iteration 27Q (16901.650000 sec): 3 clusters
  Score: Raw -3274910.528586 + Penalty 3311.194407 = -3271599.334179
  nChanged 4
		SP:Iteration 28Q (16901.700000 sec): 3 clusters
  Score: Raw -3274914.395118 + Penalty 3311.194407 = -3271603.200710
  nChanged 2
		SP:Iteration 29Q (16901.740000 sec): 3 clusters
  Score: Raw -3274916.911929 + Penalty 3311.194407 = -3271605.717521
  nChanged 1
		SP:Iteration 30Q (16901.790000 sec): 3 clusters
  Score: Raw -3274917.694343 + Penalty 3311.194407 = -3271606.499935
  nChanged 0
		SP:Iteration 31F (16901.850000 sec): 3 clusters
  Score: Raw -3274917.694343 + Penalty 3311.194407 = -3271606.499935
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16901.880000 sec): 2 clusters
  Score: Raw -918115.707289 + Penalty 1465.911558 = -916649.795731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16901.900000 sec): 3 clusters
  Score: Raw -913521.232597 + Penalty 2931.823115 = -910589.409482
  nChanged 3560
		SP:Iteration 1F (16901.920000 sec): 3 clusters
  Score: Raw -915398.741545 + Penalty 2931.823115 = -912466.918430
  nChanged 561
		SP:Iteration 2F (16901.940000 sec): 3 clusters
  Score: Raw -915698.596321 + Penalty 2931.823115 = -912766.773206
  nChanged 488
		SP:Iteration 3F (16901.960000 sec): 3 clusters
  Score: Raw -915979.140521 + Penalty 2931.823115 = -913047.317406
  nChanged 480
		SP:Iteration 4F (16901.980000 sec): 3 clusters
  Score: Raw -916271.317405 + Penalty 2931.823115 = -913339.494290
  nChanged 458
		SP:Iteration 5F (16902.000000 sec): 3 clusters
  Score: Raw -916560.339674 + Penalty 2931.823115 = -913628.516559
  nChanged 434
		SP:Iteration 6F (16902.020000 sec): 3 clusters
  Score: Raw -916830.691705 + Penalty 2931.823115 = -913898.868590
  nChanged 390
		SP:Iteration 7Q (16902.030000 sec): 3 clusters
  Score: Raw -917078.036655 + Penalty 2931.823115 = -914146.213540
  nChanged 329
		SP:Iteration 8Q (16902.050000 sec): 3 clusters
  Score: Raw -917297.842273 + Penalty 2931.823115 = -914366.019158
  nChanged 292
		SP:Iteration 9Q (16902.070000 sec): 3 clusters
  Score: Raw -917478.088700 + Penalty 2931.823115 = -914546.265585
  nChanged 249
		SP:Iteration 10Q (16902.090000 sec): 3 clusters
  Score: Raw -917625.100083 + Penalty 2931.823115 = -914693.276968
  nChanged 208
		SP:Iteration 11Q (16902.110000 sec): 3 clusters
  Score: Raw -917741.599924 + Penalty 2931.823115 = -914809.776809
  nChanged 156
		SP:Iteration 12Q (16902.130000 sec): 3 clusters
  Score: Raw -917813.113735 + Penalty 2931.823115 = -914881.290620
  nChanged 116
		SP:Iteration 13Q (16902.150000 sec): 3 clusters
  Score: Raw -917863.867627 + Penalty 2931.823115 = -914932.044512
  nChanged 96
		SP:Iteration 14Q (16902.170000 sec): 3 clusters
  Score: Raw -917899.691935 + Penalty 2931.823115 = -914967.868820
  nChanged 76
		SP:Iteration 15Q (16902.180000 sec): 3 clusters
  Score: Raw -917927.255967 + Penalty 2931.823115 = -914995.432852
  nChanged 74
		SP:Iteration 16Q (16902.200000 sec): 3 clusters
  Score: Raw -917952.161383 + Penalty 2931.823115 = -915020.338268
  nChanged 63
		SP:Iteration 17Q (16902.220000 sec): 3 clusters
  Score: Raw -917971.122499 + Penalty 2931.823115 = -915039.299384
  nChanged 43
		SP:Iteration 18Q (16902.230000 sec): 3 clusters
  Score: Raw -917984.543326 + Penalty 2931.823115 = -915052.720211
  nChanged 54
		SP:Iteration 19Q (16902.250000 sec): 3 clusters
  Score: Raw -918002.225760 + Penalty 2931.823115 = -915070.402645
  nChanged 54
		SP:Iteration 20F (16902.270000 sec): 3 clusters
  Score: Raw -918017.974222 + Penalty 2931.823115 = -915086.151107
  nChanged 49
		SP:Iteration 21Q (16902.290000 sec): 3 clusters
  Score: Raw -918032.214876 + Penalty 2931.823115 = -915100.391761
  nChanged 45
		SP:Iteration 22Q (16902.300000 sec): 3 clusters
  Score: Raw -918046.068334 + Penalty 2931.823115 = -915114.245219
  nChanged 56
		SP:Iteration 23Q (16902.320000 sec): 3 clusters
  Score: Raw -918067.810324 + Penalty 2931.823115 = -915135.987209
  nChanged 70
		SP:Iteration 24Q (16902.340000 sec): 3 clusters
  Score: Raw -918091.674786 + Penalty 2931.823115 = -915159.851671
  nChanged 70
		SP:Iteration 25Q (16902.350000 sec): 3 clusters
  Score: Raw -918117.226160 + Penalty 2931.823115 = -915185.403045
  nChanged 69
		SP:Iteration 26Q (16902.370000 sec): 3 clusters
  Score: Raw -918147.673733 + Penalty 2931.823115 = -915215.850618
  nChanged 76
		SP:Iteration 27Q (16902.390000 sec): 3 clusters
  Score: Raw -918178.576350 + Penalty 2931.823115 = -915246.753235
  nChanged 71
		SP:Iteration 28Q (16902.400000 sec): 3 clusters
  Score: Raw -918209.168124 + Penalty 2931.823115 = -915277.345009
  nChanged 76
		SP:Iteration 29Q (16902.420000 sec): 3 clusters
  Score: Raw -918242.128081 + Penalty 2931.823115 = -915310.304965
  nChanged 64
		SP:Iteration 30Q (16902.430000 sec): 3 clusters
  Score: Raw -918275.282748 + Penalty 2931.823115 = -915343.459633
  nChanged 73
		SP:Iteration 31Q (16902.450000 sec): 3 clusters
  Score: Raw -918314.766065 + Penalty 2931.823115 = -915382.942950
  nChanged 77
		SP:Iteration 32Q (16902.470000 sec): 3 clusters
  Score: Raw -918360.530495 + Penalty 2931.823115 = -915428.707380
  nChanged 73
		SP:Iteration 33Q (16902.480000 sec): 3 clusters
  Score: Raw -918402.835955 + Penalty 2931.823115 = -915471.012840
  nChanged 68
		SP:Iteration 34Q (16902.500000 sec): 3 clusters
  Score: Raw -918445.670868 + Penalty 2931.823115 = -915513.847753
  nChanged 71
		SP:Iteration 35Q (16902.510000 sec): 3 clusters
  Score: Raw -918498.812048 + Penalty 2931.823115 = -915566.988932
  nChanged 60
		SP:Iteration 36Q (16902.530000 sec): 3 clusters
  Score: Raw -918547.820333 + Penalty 2931.823115 = -915615.997218
  nChanged 59
		SP:Iteration 37Q (16902.550000 sec): 3 clusters
  Score: Raw -918589.227370 + Penalty 2931.823115 = -915657.404255
  nChanged 46
		SP:Iteration 38Q (16902.560000 sec): 3 clusters
  Score: Raw -918621.914655 + Penalty 2931.823115 = -915690.091540
  nChanged 28
		SP:Iteration 39Q (16902.570000 sec): 3 clusters
  Score: Raw -918639.009028 + Penalty 2931.823115 = -915707.185913
  nChanged 11
		SP:Iteration 40F (16902.590000 sec): 3 clusters
  Score: Raw -918650.345868 + Penalty 2931.823115 = -915718.522753
  nChanged 8
		SP:Iteration 41Q (16902.610000 sec): 3 clusters
  Score: Raw -918657.106443 + Penalty 2931.823115 = -915725.283328
  nChanged 12
		SP:Iteration 42Q (16902.630000 sec): 3 clusters
  Score: Raw -918664.563970 + Penalty 2931.823115 = -915732.740855
  nChanged 14
		SP:Iteration 43Q (16902.640000 sec): 3 clusters
  Score: Raw -918678.112172 + Penalty 2931.823115 = -915746.289057
  nChanged 19
		SP:Iteration 44Q (16902.660000 sec): 3 clusters
  Score: Raw -918690.821789 + Penalty 2931.823115 = -915758.998674
  nChanged 11
		SP:Iteration 45Q (16902.670000 sec): 3 clusters
  Score: Raw -918698.864532 + Penalty 2931.823115 = -915767.041417
  nChanged 9
		SP:Iteration 46Q (16902.690000 sec): 3 clusters
  Score: Raw -918704.833406 + Penalty 2931.823115 = -915773.010291
  nChanged 9
		SP:Iteration 47Q (16902.700000 sec): 3 clusters
  Score: Raw -918711.650804 + Penalty 2931.823115 = -915779.827689
  nChanged 11
		SP:Iteration 48Q (16902.720000 sec): 3 clusters
  Score: Raw -918721.153944 + Penalty 2931.823115 = -915789.330829
  nChanged 10
		SP:Iteration 49Q (16902.730000 sec): 3 clusters
  Score: Raw -918728.068121 + Penalty 2931.823115 = -915796.245006
  nChanged 10
		SP:Iteration 50Q (16902.750000 sec): 3 clusters
  Score: Raw -918735.253463 + Penalty 2931.823115 = -915803.430348
  nChanged 6
		SP:Iteration 51Q (16902.760000 sec): 3 clusters
  Score: Raw -918738.711302 + Penalty 2931.823115 = -915806.888187
  nChanged 3
		SP:Iteration 52Q (16902.780000 sec): 3 clusters
  Score: Raw -918740.383994 + Penalty 2931.823115 = -915808.560879
  nChanged 1
		SP:Iteration 53Q (16902.790000 sec): 3 clusters
  Score: Raw -918740.790754 + Penalty 2931.823115 = -915808.967639
  nChanged 1
		SP:Iteration 54Q (16902.810000 sec): 3 clusters
  Score: Raw -918741.030924 + Penalty 2931.823115 = -915809.207809
  nChanged 1
		SP:Iteration 55Q (16902.830000 sec): 3 clusters
  Score: Raw -918741.433860 + Penalty 2931.823115 = -915809.610745
  nChanged 1
		SP:Iteration 56Q (16902.840000 sec): 3 clusters
  Score: Raw -918741.653303 + Penalty 2931.823115 = -915809.830188
  nChanged 1
		SP:Iteration 57Q (16902.850000 sec): 3 clusters
  Score: Raw -918742.265485 + Penalty 2931.823115 = -915810.442370
  nChanged 3
		SP:Iteration 58Q (16902.870000 sec): 3 clusters
  Score: Raw -918744.257715 + Penalty 2931.823115 = -915812.434600
  nChanged 1
		SP:Iteration 59Q (16902.890000 sec): 3 clusters
  Score: Raw -918745.127524 + Penalty 2931.823115 = -915813.304409
  nChanged 3
		SP:Iteration 60F (16902.910000 sec): 3 clusters
  Score: Raw -918747.965099 + Penalty 2931.823115 = -915816.141984
  nChanged 3
		SP:Iteration 61Q (16902.920000 sec): 3 clusters
  Score: Raw -918749.897485 + Penalty 2931.823115 = -915818.074370
  nChanged 2
		SP:Iteration 62Q (16902.930000 sec): 3 clusters
  Score: Raw -918750.806408 + Penalty 2931.823115 = -915818.983293
  nChanged 1
		SP:Iteration 63Q (16902.950000 sec): 3 clusters
  Score: Raw -918751.744492 + Penalty 2931.823115 = -915819.921377
  nChanged 3
		SP:Iteration 64Q (16902.970000 sec): 3 clusters
  Score: Raw -918754.007078 + Penalty 2931.823115 = -915822.183963
  nChanged 3
		SP:Iteration 65Q (16902.980000 sec): 3 clusters
  Score: Raw -918755.293271 + Penalty 2931.823115 = -915823.470156
  nChanged 2
		SP:Iteration 66Q (16903.000000 sec): 3 clusters
  Score: Raw -918755.985861 + Penalty 2931.823115 = -915824.162746
  nChanged 1
		SP:Iteration 67Q (16903.010000 sec): 3 clusters
  Score: Raw -918756.769677 + Penalty 2931.823115 = -915824.946562
  nChanged 0
		SP:Iteration 68F (16903.030000 sec): 3 clusters
  Score: Raw -918756.769677 + Penalty 2931.823115 = -915824.946562
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16903.040000 sec): 2 clusters
  Score: Raw -233409.454662 + Penalty 1245.608767 = -232163.845895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16903.050000 sec): 3 clusters
  Score: Raw -232483.301601 + Penalty 2491.217534 = -229992.084067
  nChanged 764
		SP:Iteration 1F (16903.050000 sec): 3 clusters
  Score: Raw -232971.723407 + Penalty 2491.217534 = -230480.505874
  nChanged 176
		SP:Iteration 2F (16903.060000 sec): 3 clusters
  Score: Raw -233099.691575 + Penalty 2491.217534 = -230608.474042
  nChanged 94
		SP:Iteration 3Q (16903.060000 sec): 3 clusters
  Score: Raw -233154.419487 + Penalty 2491.217534 = -230663.201954
  nChanged 58
		SP:Iteration 4Q (16903.070000 sec): 3 clusters
  Score: Raw -233187.615055 + Penalty 2491.217534 = -230696.397522
  nChanged 59
		SP:Iteration 5Q (16903.070000 sec): 3 clusters
  Score: Raw -233218.817076 + Penalty 2491.217534 = -230727.599542
  nChanged 34
		SP:Iteration 6Q (16903.080000 sec): 3 clusters
  Score: Raw -233241.081540 + Penalty 2491.217534 = -230749.864007
  nChanged 31
		SP:Iteration 7Q (16903.080000 sec): 3 clusters
  Score: Raw -233261.727249 + Penalty 2491.217534 = -230770.509716
  nChanged 34
		SP:Iteration 8Q (16903.090000 sec): 3 clusters
  Score: Raw -233278.131872 + Penalty 2491.217534 = -230786.914339
  nChanged 30
		SP:Iteration 9Q (16903.090000 sec): 3 clusters
  Score: Raw -233290.893639 + Penalty 2491.217534 = -230799.676106
  nChanged 25
		SP:Iteration 10Q (16903.100000 sec): 3 clusters
  Score: Raw -233301.769389 + Penalty 2491.217534 = -230810.551855
  nChanged 21
		SP:Iteration 11Q (16903.100000 sec): 3 clusters
  Score: Raw -233313.711478 + Penalty 2491.217534 = -230822.493944
  nChanged 30
		SP:Iteration 12Q (16903.110000 sec): 3 clusters
  Score: Raw -233329.072907 + Penalty 2491.217534 = -230837.855374
  nChanged 25
		SP:Iteration 13Q (16903.110000 sec): 3 clusters
  Score: Raw -233341.369478 + Penalty 2491.217534 = -230850.151945
  nChanged 13
		SP:Iteration 14Q (16903.120000 sec): 3 clusters
  Score: Raw -233346.160588 + Penalty 2491.217534 = -230854.943054
  nChanged 14
		SP:Iteration 15Q (16903.120000 sec): 3 clusters
  Score: Raw -233354.034398 + Penalty 2491.217534 = -230862.816864
  nChanged 19
		SP:Iteration 16Q (16903.130000 sec): 3 clusters
  Score: Raw -233368.474195 + Penalty 2491.217534 = -230877.256662
  nChanged 26
		SP:Iteration 17Q (16903.130000 sec): 3 clusters
  Score: Raw -233386.530845 + Penalty 2491.217534 = -230895.313312
  nChanged 31
		SP:Iteration 18Q (16903.140000 sec): 3 clusters
  Score: Raw -233404.185242 + Penalty 2491.217534 = -230912.967708
  nChanged 24
		SP:Iteration 19Q (16903.140000 sec): 3 clusters
  Score: Raw -233419.559796 + Penalty 2491.217534 = -230928.342263
  nChanged 25
		SP:Iteration 20F (16903.150000 sec): 3 clusters
  Score: Raw -233436.493819 + Penalty 2491.217534 = -230945.276285
  nChanged 25
		SP:Iteration 21Q (16903.150000 sec): 3 clusters
  Score: Raw -233448.588132 + Penalty 2491.217534 = -230957.370599
  nChanged 20
		SP:Iteration 22Q (16903.160000 sec): 3 clusters
  Score: Raw -233458.992904 + Penalty 2491.217534 = -230967.775370
  nChanged 23
		SP:Iteration 23Q (16903.160000 sec): 3 clusters
  Score: Raw -233472.499522 + Penalty 2491.217534 = -230981.281988
  nChanged 28
		SP:Iteration 24Q (16903.170000 sec): 3 clusters
  Score: Raw -233487.870581 + Penalty 2491.217534 = -230996.653047
  nChanged 19
		SP:Iteration 25Q (16903.170000 sec): 3 clusters
  Score: Raw -233499.544068 + Penalty 2491.217534 = -231008.326534
  nChanged 13
		SP:Iteration 26Q (16903.180000 sec): 3 clusters
  Score: Raw -233508.862659 + Penalty 2491.217534 = -231017.645125
  nChanged 17
		SP:Iteration 27Q (16903.180000 sec): 3 clusters
  Score: Raw -233519.224155 + Penalty 2491.217534 = -231028.006621
  nChanged 22
		SP:Iteration 28Q (16903.190000 sec): 3 clusters
  Score: Raw -233537.698478 + Penalty 2491.217534 = -231046.480945
  nChanged 20
		SP:Iteration 29Q (16903.190000 sec): 3 clusters
  Score: Raw -233551.009089 + Penalty 2491.217534 = -231059.791556
  nChanged 17
		SP:Iteration 30Q (16903.200000 sec): 3 clusters
  Score: Raw -233560.488951 + Penalty 2491.217534 = -231069.271417
  nChanged 9
		SP:Iteration 31Q (16903.200000 sec): 3 clusters
  Score: Raw -233566.637426 + Penalty 2491.217534 = -231075.419892
  nChanged 9
		SP:Iteration 32Q (16903.210000 sec): 3 clusters
  Score: Raw -233573.927359 + Penalty 2491.217534 = -231082.709826
  nChanged 9
		SP:Iteration 33Q (16903.210000 sec): 3 clusters
  Score: Raw -233581.927416 + Penalty 2491.217534 = -231090.709882
  nChanged 8
		SP:Iteration 34Q (16903.220000 sec): 3 clusters
  Score: Raw -233587.714111 + Penalty 2491.217534 = -231096.496578
  nChanged 10
		SP:Iteration 35Q (16903.220000 sec): 3 clusters
  Score: Raw -233596.546920 + Penalty 2491.217534 = -231105.329387
  nChanged 12
		SP:Iteration 36Q (16903.230000 sec): 3 clusters
  Score: Raw -233606.764870 + Penalty 2491.217534 = -231115.547337
  nChanged 11
		SP:Iteration 37Q (16903.230000 sec): 3 clusters
  Score: Raw -233614.527880 + Penalty 2491.217534 = -231123.310346
  nChanged 9
		SP:Iteration 38Q (16903.230000 sec): 3 clusters
  Score: Raw -233622.896220 + Penalty 2491.217534 = -231131.678686
  nChanged 7
		SP:Iteration 39Q (16903.240000 sec): 3 clusters
  Score: Raw -233628.094197 + Penalty 2491.217534 = -231136.876664
  nChanged 6
		SP:Iteration 40F (16903.250000 sec): 3 clusters
  Score: Raw -233631.457112 + Penalty 2491.217534 = -231140.239579
  nChanged 5
		SP:Iteration 41Q (16903.250000 sec): 3 clusters
  Score: Raw -233635.517948 + Penalty 2491.217534 = -231144.300414
  nChanged 5
		SP:Iteration 42Q (16903.250000 sec): 3 clusters
  Score: Raw -233639.065500 + Penalty 2491.217534 = -231147.847966
  nChanged 3
		SP:Iteration 43Q (16903.260000 sec): 3 clusters
  Score: Raw -233641.104835 + Penalty 2491.217534 = -231149.887301
  nChanged 2
		SP:Iteration 44Q (16903.260000 sec): 3 clusters
  Score: Raw -233642.127046 + Penalty 2491.217534 = -231150.909513
  nChanged 2
		SP:Iteration 45Q (16903.270000 sec): 3 clusters
  Score: Raw -233644.674499 + Penalty 2491.217534 = -231153.456965
  nChanged 3
		SP:Iteration 46Q (16903.270000 sec): 3 clusters
  Score: Raw -233647.533871 + Penalty 2491.217534 = -231156.316337
  nChanged 1
		SP:Iteration 47Q (16903.280000 sec): 3 clusters
  Score: Raw -233647.933052 + Penalty 2491.217534 = -231156.715518
  nChanged 2
		SP:Iteration 48Q (16903.280000 sec): 3 clusters
  Score: Raw -233648.737137 + Penalty 2491.217534 = -231157.519604
  nChanged 1
		SP:Iteration 49Q (16903.290000 sec): 3 clusters
  Score: Raw -233649.774508 + Penalty 2491.217534 = -231158.556974
  nChanged 0
		SP:Iteration 50F (16903.290000 sec): 3 clusters
  Score: Raw -233649.774508 + Penalty 2491.217534 = -231158.556974
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16903.310000 sec): 2 clusters
  Score: Raw -766376.621593 + Penalty 1420.200687 = -764956.420906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16903.330000 sec): 3 clusters
  Score: Raw -763038.944015 + Penalty 2840.401375 = -760198.542640
  nChanged 2614
		SP:Iteration 1F (16903.340000 sec): 3 clusters
  Score: Raw -764597.173323 + Penalty 2840.401375 = -761756.771948
  nChanged 461
		SP:Iteration 2F (16903.350000 sec): 3 clusters
  Score: Raw -764873.552311 + Penalty 2840.401375 = -762033.150936
  nChanged 370
		SP:Iteration 3F (16903.370000 sec): 3 clusters
  Score: Raw -765084.829527 + Penalty 2840.401375 = -762244.428152
  nChanged 320
		SP:Iteration 4F (16903.390000 sec): 3 clusters
  Score: Raw -765245.565606 + Penalty 2840.401375 = -762405.164231
  nChanged 279
		SP:Iteration 5Q (16903.400000 sec): 3 clusters
  Score: Raw -765406.337673 + Penalty 2840.401375 = -762565.936299
  nChanged 261
		SP:Iteration 6Q (16903.410000 sec): 3 clusters
  Score: Raw -765545.405728 + Penalty 2840.401375 = -762705.004354
  nChanged 220
		SP:Iteration 7Q (16903.430000 sec): 3 clusters
  Score: Raw -765677.043929 + Penalty 2840.401375 = -762836.642555
  nChanged 230
		SP:Iteration 8Q (16903.440000 sec): 3 clusters
  Score: Raw -765821.491481 + Penalty 2840.401375 = -762981.090106
  nChanged 228
		SP:Iteration 9Q (16903.460000 sec): 3 clusters
  Score: Raw -765967.233271 + Penalty 2840.401375 = -763126.831897
  nChanged 207
		SP:Iteration 10Q (16903.470000 sec): 3 clusters
  Score: Raw -766107.603944 + Penalty 2840.401375 = -763267.202569
  nChanged 175
		SP:Iteration 11Q (16903.490000 sec): 3 clusters
  Score: Raw -766216.868576 + Penalty 2840.401375 = -763376.467201
  nChanged 145
		SP:Iteration 12Q (16903.500000 sec): 3 clusters
  Score: Raw -766302.452497 + Penalty 2840.401375 = -763462.051122
  nChanged 103
		SP:Iteration 13Q (16903.510000 sec): 3 clusters
  Score: Raw -766354.073650 + Penalty 2840.401375 = -763513.672275
  nChanged 82
		SP:Iteration 14Q (16903.530000 sec): 3 clusters
  Score: Raw -766388.727348 + Penalty 2840.401375 = -763548.325973
  nChanged 55
		SP:Iteration 15Q (16903.540000 sec): 3 clusters
  Score: Raw -766410.660217 + Penalty 2840.401375 = -763570.258842
  nChanged 52
		SP:Iteration 16Q (16903.550000 sec): 3 clusters
  Score: Raw -766429.853261 + Penalty 2840.401375 = -763589.451886
  nChanged 42
		SP:Iteration 17Q (16903.570000 sec): 3 clusters
  Score: Raw -766446.378333 + Penalty 2840.401375 = -763605.976958
  nChanged 31
		SP:Iteration 18Q (16903.580000 sec): 3 clusters
  Score: Raw -766456.891253 + Penalty 2840.401375 = -763616.489878
  nChanged 35
		SP:Iteration 19Q (16903.590000 sec): 3 clusters
  Score: Raw -766467.265686 + Penalty 2840.401375 = -763626.864311
  nChanged 28
		SP:Iteration 20F (16903.610000 sec): 3 clusters
  Score: Raw -766477.482021 + Penalty 2840.401375 = -763637.080646
  nChanged 31
		SP:Iteration 21Q (16903.620000 sec): 3 clusters
  Score: Raw -766494.785847 + Penalty 2840.401375 = -763654.384472
  nChanged 38
		SP:Iteration 22Q (16903.630000 sec): 3 clusters
  Score: Raw -766509.898081 + Penalty 2840.401375 = -763669.496706
  nChanged 29
		SP:Iteration 23Q (16903.650000 sec): 3 clusters
  Score: Raw -766521.427706 + Penalty 2840.401375 = -763681.026331
  nChanged 30
		SP:Iteration 24Q (16903.660000 sec): 3 clusters
  Score: Raw -766532.324412 + Penalty 2840.401375 = -763691.923037
  nChanged 30
		SP:Iteration 25Q (16903.670000 sec): 3 clusters
  Score: Raw -766544.204927 + Penalty 2840.401375 = -763703.803552
  nChanged 37
		SP:Iteration 26Q (16903.690000 sec): 3 clusters
  Score: Raw -766557.054111 + Penalty 2840.401375 = -763716.652737
  nChanged 22
		SP:Iteration 27Q (16903.700000 sec): 3 clusters
  Score: Raw -766566.068930 + Penalty 2840.401375 = -763725.667555
  nChanged 23
		SP:Iteration 28Q (16903.710000 sec): 3 clusters
  Score: Raw -766575.311540 + Penalty 2840.401375 = -763734.910165
  nChanged 24
		SP:Iteration 29Q (16903.730000 sec): 3 clusters
  Score: Raw -766584.986760 + Penalty 2840.401375 = -763744.585386
  nChanged 26
		SP:Iteration 30Q (16903.740000 sec): 3 clusters
  Score: Raw -766594.148578 + Penalty 2840.401375 = -763753.747203
  nChanged 23
		SP:Iteration 31Q (16903.750000 sec): 3 clusters
  Score: Raw -766604.229737 + Penalty 2840.401375 = -763763.828362
  nChanged 26
		SP:Iteration 32Q (16903.760000 sec): 3 clusters
  Score: Raw -766612.918632 + Penalty 2840.401375 = -763772.517257
  nChanged 20
		SP:Iteration 33Q (16903.770000 sec): 3 clusters
  Score: Raw -766621.233835 + Penalty 2840.401375 = -763780.832460
  nChanged 21
		SP:Iteration 34Q (16903.790000 sec): 3 clusters
  Score: Raw -766629.510071 + Penalty 2840.401375 = -763789.108696
  nChanged 23
		SP:Iteration 35Q (16903.800000 sec): 3 clusters
  Score: Raw -766638.982859 + Penalty 2840.401375 = -763798.581484
  nChanged 22
		SP:Iteration 36Q (16903.810000 sec): 3 clusters
  Score: Raw -766648.562635 + Penalty 2840.401375 = -763808.161260
  nChanged 24
		SP:Iteration 37Q (16903.830000 sec): 3 clusters
  Score: Raw -766657.452433 + Penalty 2840.401375 = -763817.051058
  nChanged 20
		SP:Iteration 38Q (16903.840000 sec): 3 clusters
  Score: Raw -766665.790328 + Penalty 2840.401375 = -763825.388953
  nChanged 25
		SP:Iteration 39Q (16903.850000 sec): 3 clusters
  Score: Raw -766676.407643 + Penalty 2840.401375 = -763836.006268
  nChanged 27
		SP:Iteration 40F (16903.870000 sec): 3 clusters
  Score: Raw -766690.848639 + Penalty 2840.401375 = -763850.447264
  nChanged 33
		SP:Iteration 41Q (16903.880000 sec): 3 clusters
  Score: Raw -766707.319520 + Penalty 2840.401375 = -763866.918145
  nChanged 24
		SP:Iteration 42Q (16903.890000 sec): 3 clusters
  Score: Raw -766720.818955 + Penalty 2840.401375 = -763880.417580
  nChanged 19
		SP:Iteration 43Q (16903.900000 sec): 3 clusters
  Score: Raw -766732.553758 + Penalty 2840.401375 = -763892.152384
  nChanged 17
		SP:Iteration 44Q (16903.910000 sec): 3 clusters
  Score: Raw -766743.546152 + Penalty 2840.401375 = -763903.144778
  nChanged 13
		SP:Iteration 45Q (16903.930000 sec): 3 clusters
  Score: Raw -766750.222409 + Penalty 2840.401375 = -763909.821034
  nChanged 9
		SP:Iteration 46Q (16903.940000 sec): 3 clusters
  Score: Raw -766756.002967 + Penalty 2840.401375 = -763915.601592
  nChanged 10
		SP:Iteration 47Q (16903.950000 sec): 3 clusters
  Score: Raw -766761.664636 + Penalty 2840.401375 = -763921.263262
  nChanged 9
		SP:Iteration 48Q (16903.960000 sec): 3 clusters
  Score: Raw -766766.573756 + Penalty 2840.401375 = -763926.172381
  nChanged 10
		SP:Iteration 49Q (16903.970000 sec): 3 clusters
  Score: Raw -766770.478619 + Penalty 2840.401375 = -763930.077244
  nChanged 7
		SP:Iteration 50Q (16903.990000 sec): 3 clusters
  Score: Raw -766773.498879 + Penalty 2840.401375 = -763933.097504
  nChanged 6
		SP:Iteration 51Q (16904.000000 sec): 3 clusters
  Score: Raw -766777.951455 + Penalty 2840.401375 = -763937.550080
  nChanged 10
		SP:Iteration 52Q (16904.010000 sec): 3 clusters
  Score: Raw -766782.961098 + Penalty 2840.401375 = -763942.559723
  nChanged 5
		SP:Iteration 53Q (16904.020000 sec): 3 clusters
  Score: Raw -766785.646556 + Penalty 2840.401375 = -763945.245181
  nChanged 6
		SP:Iteration 54Q (16904.030000 sec): 3 clusters
  Score: Raw -766789.540163 + Penalty 2840.401375 = -763949.138789
  nChanged 8
		SP:Iteration 55Q (16904.050000 sec): 3 clusters
  Score: Raw -766793.123410 + Penalty 2840.401375 = -763952.722036
  nChanged 0
		SP:Iteration 56F (16904.060000 sec): 3 clusters
  Score: Raw -766793.123410 + Penalty 2840.401375 = -763952.722036
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16904.070000 sec): 2 clusters
  Score: Raw -161363.507355 + Penalty 1178.918782 = -160184.588573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16904.070000 sec): 3 clusters
  Score: Raw -160825.191857 + Penalty 2357.837563 = -158467.354293
  nChanged 468
		SP:Iteration 1F (16904.080000 sec): 3 clusters
  Score: Raw -161129.061427 + Penalty 2357.837563 = -158771.223863
  nChanged 100
		SP:Iteration 2F (16904.080000 sec): 3 clusters
  Score: Raw -161213.820310 + Penalty 2357.837563 = -158855.982746
  nChanged 59
		SP:Iteration 3Q (16904.080000 sec): 3 clusters
  Score: Raw -161264.235919 + Penalty 2357.837563 = -158906.398356
  nChanged 48
		SP:Iteration 4Q (16904.090000 sec): 3 clusters
  Score: Raw -161305.877719 + Penalty 2357.837563 = -158948.040156
  nChanged 35
		SP:Iteration 5Q (16904.090000 sec): 3 clusters
  Score: Raw -161337.048578 + Penalty 2357.837563 = -158979.211015
  nChanged 31
		SP:Iteration 6Q (16904.090000 sec): 3 clusters
  Score: Raw -161358.218402 + Penalty 2357.837563 = -159000.380839
  nChanged 19
		SP:Iteration 7Q (16904.100000 sec): 3 clusters
  Score: Raw -161367.403806 + Penalty 2357.837563 = -159009.566242
  nChanged 15
		SP:Iteration 8Q (16904.100000 sec): 3 clusters
  Score: Raw -161376.235575 + Penalty 2357.837563 = -159018.398012
  nChanged 13
		SP:Iteration 9Q (16904.100000 sec): 3 clusters
  Score: Raw -161385.094701 + Penalty 2357.837563 = -159027.257138
  nChanged 14
		SP:Iteration 10Q (16904.110000 sec): 3 clusters
  Score: Raw -161397.709186 + Penalty 2357.837563 = -159039.871623
  nChanged 12
		SP:Iteration 11Q (16904.110000 sec): 3 clusters
  Score: Raw -161408.940959 + Penalty 2357.837563 = -159051.103395
  nChanged 12
		SP:Iteration 12Q (16904.110000 sec): 3 clusters
  Score: Raw -161420.533245 + Penalty 2357.837563 = -159062.695682
  nChanged 12
		SP:Iteration 13Q (16904.120000 sec): 3 clusters
  Score: Raw -161430.261238 + Penalty 2357.837563 = -159072.423675
  nChanged 12
		SP:Iteration 14Q (16904.120000 sec): 3 clusters
  Score: Raw -161440.185900 + Penalty 2357.837563 = -159082.348336
  nChanged 8
		SP:Iteration 15Q (16904.120000 sec): 3 clusters
  Score: Raw -161449.335082 + Penalty 2357.837563 = -159091.497519
  nChanged 9
		SP:Iteration 16Q (16904.130000 sec): 3 clusters
  Score: Raw -161454.666450 + Penalty 2357.837563 = -159096.828887
  nChanged 4
		SP:Iteration 17Q (16904.130000 sec): 3 clusters
  Score: Raw -161456.137091 + Penalty 2357.837563 = -159098.299528
  nChanged 1
		SP:Iteration 18Q (16904.130000 sec): 3 clusters
  Score: Raw -161456.458894 + Penalty 2357.837563 = -159098.621330
  nChanged 0
		SP:Iteration 19F (16904.130000 sec): 3 clusters
  Score: Raw -161456.458894 + Penalty 2357.837563 = -159098.621330
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16904.140000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16904.140000 sec): 3 clusters
  Score: Raw -35630.370101 + Penalty 1891.526952 = -33738.843149
  nChanged 72
		SP:Iteration 1F (16904.140000 sec): 3 clusters
  Score: Raw -35807.516386 + Penalty 1891.526952 = -33915.989434
  nChanged 27
		SP:Iteration 2F (16904.140000 sec): 3 clusters
  Score: Raw -35913.634955 + Penalty 1891.526952 = -34022.108002
  nChanged 19
		SP:Iteration 3F (16904.150000 sec): 3 clusters
  Score: Raw -35955.793637 + Penalty 1891.526952 = -34064.266685
  nChanged 7
		SP:Iteration 4Q (16904.150000 sec): 3 clusters
  Score: Raw -35971.956298 + Penalty 1891.526952 = -34080.429346
  nChanged 6
		SP:Iteration 5Q (16904.150000 sec): 3 clusters
  Score: Raw -35987.899993 + Penalty 1891.526952 = -34096.373041
  nChanged 4
		SP:Iteration 6Q (16904.150000 sec): 3 clusters
  Score: Raw -35993.018984 + Penalty 1891.526952 = -34101.492031
  nChanged 0
		SP:Iteration 7F (16904.150000 sec): 3 clusters
  Score: Raw -35993.018984 + Penalty 1891.526952 = -34101.492031
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (13357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16904.190000 sec): 2 clusters
  Score: Raw -1532894.925800 + Penalty 1543.716829 = -1531351.208971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16904.220000 sec): 3 clusters
  Score: Raw -1525086.894326 + Penalty 3087.433658 = -1521999.460668
  nChanged 5976
		SP:Iteration 1F (16904.250000 sec): 3 clusters
  Score: Raw -1528488.058589 + Penalty 3087.433658 = -1525400.624931
  nChanged 912
		SP:Iteration 2F (16904.280000 sec): 3 clusters
  Score: Raw -1528928.425025 + Penalty 3087.433658 = -1525840.991367
  nChanged 800
		SP:Iteration 3F (16904.310000 sec): 3 clusters
  Score: Raw -1529314.925872 + Penalty 3087.433658 = -1526227.492214
  nChanged 732
		SP:Iteration 4F (16904.340000 sec): 3 clusters
  Score: Raw -1529665.618255 + Penalty 3087.433658 = -1526578.184597
  nChanged 667
		SP:Iteration 5Q (16904.370000 sec): 3 clusters
  Score: Raw -1530008.995517 + Penalty 3087.433658 = -1526921.561858
  nChanged 644
		SP:Iteration 6Q (16904.410000 sec): 3 clusters
  Score: Raw -1530334.423945 + Penalty 3087.433658 = -1527246.990287
  nChanged 594
		SP:Iteration 7Q (16904.440000 sec): 3 clusters
  Score: Raw -1530640.262244 + Penalty 3087.433658 = -1527552.828586
  nChanged 557
		SP:Iteration 8Q (16904.470000 sec): 3 clusters
  Score: Raw -1530951.835409 + Penalty 3087.433658 = -1527864.401751
  nChanged 523
		SP:Iteration 9Q (16904.500000 sec): 3 clusters
  Score: Raw -1531198.447884 + Penalty 3087.433658 = -1528111.014226
  nChanged 449
		SP:Iteration 10Q (16904.530000 sec): 3 clusters
  Score: Raw -1531397.203183 + Penalty 3087.433658 = -1528309.769525
  nChanged 416
		SP:Iteration 11Q (16904.560000 sec): 3 clusters
  Score: Raw -1531583.993997 + Penalty 3087.433658 = -1528496.560339
  nChanged 385
		SP:Iteration 12Q (16904.590000 sec): 3 clusters
  Score: Raw -1531755.200888 + Penalty 3087.433658 = -1528667.767230
  nChanged 340
		SP:Iteration 13Q (16904.630000 sec): 3 clusters
  Score: Raw -1531900.077892 + Penalty 3087.433658 = -1528812.644234
  nChanged 306
		SP:Iteration 14Q (16904.660000 sec): 3 clusters
  Score: Raw -1532035.355825 + Penalty 3087.433658 = -1528947.922167
  nChanged 316
		SP:Iteration 15Q (16904.690000 sec): 3 clusters
  Score: Raw -1532191.369847 + Penalty 3087.433658 = -1529103.936189
  nChanged 303
		SP:Iteration 16Q (16904.720000 sec): 3 clusters
  Score: Raw -1532357.089898 + Penalty 3087.433658 = -1529269.656240
  nChanged 276
		SP:Iteration 17Q (16904.750000 sec): 3 clusters
  Score: Raw -1532508.654096 + Penalty 3087.433658 = -1529421.220438
  nChanged 240
		SP:Iteration 18Q (16904.780000 sec): 3 clusters
  Score: Raw -1532649.181224 + Penalty 3087.433658 = -1529561.747566
  nChanged 192
		SP:Iteration 19Q (16904.810000 sec): 3 clusters
  Score: Raw -1532764.956963 + Penalty 3087.433658 = -1529677.523305
  nChanged 157
		SP:Iteration 20F (16904.840000 sec): 3 clusters
  Score: Raw -1532864.982838 + Penalty 3087.433658 = -1529777.549180
  nChanged 142
		SP:Iteration 21Q (16904.870000 sec): 3 clusters
  Score: Raw -1532957.843571 + Penalty 3087.433658 = -1529870.409913
  nChanged 118
		SP:Iteration 22Q (16904.890000 sec): 3 clusters
  Score: Raw -1533036.972975 + Penalty 3087.433658 = -1529949.539317
  nChanged 91
		SP:Iteration 23Q (16904.920000 sec): 3 clusters
  Score: Raw -1533097.971948 + Penalty 3087.433658 = -1530010.538290
  nChanged 69
		SP:Iteration 24Q (16904.950000 sec): 3 clusters
  Score: Raw -1533142.339368 + Penalty 3087.433658 = -1530054.905710
  nChanged 45
		SP:Iteration 25Q (16904.980000 sec): 3 clusters
  Score: Raw -1533165.813066 + Penalty 3087.433658 = -1530078.379408
  nChanged 25
		SP:Iteration 26Q (16905.000000 sec): 3 clusters
  Score: Raw -1533180.718015 + Penalty 3087.433658 = -1530093.284357
  nChanged 17
		SP:Iteration 27Q (16905.030000 sec): 3 clusters
  Score: Raw -1533188.963104 + Penalty 3087.433658 = -1530101.529446
  nChanged 11
		SP:Iteration 28Q (16905.050000 sec): 3 clusters
  Score: Raw -1533195.272049 + Penalty 3087.433658 = -1530107.838391
  nChanged 7
		SP:Iteration 29Q (16905.080000 sec): 3 clusters
  Score: Raw -1533199.391632 + Penalty 3087.433658 = -1530111.957974
  nChanged 6
		SP:Iteration 30Q (16905.110000 sec): 3 clusters
  Score: Raw -1533201.922784 + Penalty 3087.433658 = -1530114.489126
  nChanged 6
		SP:Iteration 31Q (16905.130000 sec): 3 clusters
  Score: Raw -1533204.902567 + Penalty 3087.433658 = -1530117.468909
  nChanged 3
		SP:Iteration 32Q (16905.160000 sec): 3 clusters
  Score: Raw -1533205.659436 + Penalty 3087.433658 = -1530118.225778
  nChanged 1
		SP:Iteration 33Q (16905.180000 sec): 3 clusters
  Score: Raw -1533206.144429 + Penalty 3087.433658 = -1530118.710771
  nChanged 1
		SP:Iteration 34Q (16905.210000 sec): 3 clusters
  Score: Raw -1533206.902922 + Penalty 3087.433658 = -1530119.469264
  nChanged 2
		SP:Iteration 35Q (16905.230000 sec): 3 clusters
  Score: Raw -1533208.178079 + Penalty 3087.433658 = -1530120.744421
  nChanged 3
		SP:Iteration 36Q (16905.260000 sec): 3 clusters
  Score: Raw -1533210.493094 + Penalty 3087.433658 = -1530123.059436
  nChanged 3
		SP:Iteration 37Q (16905.280000 sec): 3 clusters
  Score: Raw -1533212.558148 + Penalty 3087.433658 = -1530125.124490
  nChanged 2
		SP:Iteration 38Q (16905.310000 sec): 3 clusters
  Score: Raw -1533213.455833 + Penalty 3087.433658 = -1530126.022175
  nChanged 2
		SP:Iteration 39Q (16905.340000 sec): 3 clusters
  Score: Raw -1533214.932705 + Penalty 3087.433658 = -1530127.499047
  nChanged 1
		SP:Iteration 40F (16905.370000 sec): 3 clusters
  Score: Raw -1533215.286663 + Penalty 3087.433658 = -1530127.853005
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16905.380000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16905.380000 sec): 3 clusters
  Score: Raw -78698.425993 + Penalty 2131.414286 = -76567.011707
  nChanged 209
		SP:Iteration 1F (16905.380000 sec): 3 clusters
  Score: Raw -78993.134867 + Penalty 2131.414286 = -76861.720582
  nChanged 66
		SP:Iteration 2F (16905.380000 sec): 3 clusters
  Score: Raw -79211.093123 + Penalty 2131.414286 = -77079.678837
  nChanged 50
		SP:Iteration 3F (16905.390000 sec): 3 clusters
  Score: Raw -79331.668577 + Penalty 2131.414286 = -77200.254291
  nChanged 39
		SP:Iteration 4F (16905.390000 sec): 3 clusters
  Score: Raw -79415.561130 + Penalty 2131.414286 = -77284.146844
  nChanged 21
		SP:Iteration 5Q (16905.390000 sec): 3 clusters
  Score: Raw -79466.777950 + Penalty 2131.414286 = -77335.363664
  nChanged 12
		SP:Iteration 6Q (16905.390000 sec): 3 clusters
  Score: Raw -79508.029753 + Penalty 2131.414286 = -77376.615467
  nChanged 6
		SP:Iteration 7Q (16905.390000 sec): 3 clusters
  Score: Raw -79524.433031 + Penalty 2131.414286 = -77393.018745
  nChanged 0
		SP:Iteration 8F (16905.390000 sec): 3 clusters
  Score: Raw -79524.433031 + Penalty 2131.414286 = -77393.018745
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16905.400000 sec): 2 clusters
  Score: Raw -123082.920326 + Penalty 1154.289835 = -121928.630491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16905.400000 sec): 3 clusters
  Score: Raw -122661.584655 + Penalty 2308.579670 = -120353.004984
  nChanged 399
		SP:Iteration 1F (16905.410000 sec): 3 clusters
  Score: Raw -123031.071407 + Penalty 2308.579670 = -120722.491737
  nChanged 116
		SP:Iteration 2F (16905.410000 sec): 3 clusters
  Score: Raw -123169.976076 + Penalty 2308.579670 = -120861.396406
  nChanged 69
		SP:Iteration 3F (16905.410000 sec): 3 clusters
  Score: Raw -123228.368494 + Penalty 2308.579670 = -120919.788824
  nChanged 45
		SP:Iteration 4Q (16905.410000 sec): 3 clusters
  Score: Raw -123271.203981 + Penalty 2308.579670 = -120962.624311
  nChanged 32
		SP:Iteration 5Q (16905.420000 sec): 3 clusters
  Score: Raw -123308.550855 + Penalty 2308.579670 = -120999.971185
  nChanged 31
		SP:Iteration 6Q (16905.420000 sec): 3 clusters
  Score: Raw -123337.012017 + Penalty 2308.579670 = -121028.432347
  nChanged 24
		SP:Iteration 7Q (16905.420000 sec): 3 clusters
  Score: Raw -123357.073154 + Penalty 2308.579670 = -121048.493484
  nChanged 17
		SP:Iteration 8Q (16905.430000 sec): 3 clusters
  Score: Raw -123374.009768 + Penalty 2308.579670 = -121065.430097
  nChanged 17
		SP:Iteration 9Q (16905.430000 sec): 3 clusters
  Score: Raw -123388.758997 + Penalty 2308.579670 = -121080.179327
  nChanged 16
		SP:Iteration 10Q (16905.430000 sec): 3 clusters
  Score: Raw -123405.891816 + Penalty 2308.579670 = -121097.312145
  nChanged 8
		SP:Iteration 11Q (16905.430000 sec): 3 clusters
  Score: Raw -123416.955210 + Penalty 2308.579670 = -121108.375540
  nChanged 9
		SP:Iteration 12Q (16905.430000 sec): 3 clusters
  Score: Raw -123432.962900 + Penalty 2308.579670 = -121124.383230
  nChanged 14
		SP:Iteration 13Q (16905.440000 sec): 3 clusters
  Score: Raw -123450.446695 + Penalty 2308.579670 = -121141.867025
  nChanged 13
		SP:Iteration 14Q (16905.440000 sec): 3 clusters
  Score: Raw -123465.804996 + Penalty 2308.579670 = -121157.225325
  nChanged 11
		SP:Iteration 15Q (16905.450000 sec): 3 clusters
  Score: Raw -123479.698428 + Penalty 2308.579670 = -121171.118758
  nChanged 13
		SP:Iteration 16Q (16905.450000 sec): 3 clusters
  Score: Raw -123493.064685 + Penalty 2308.579670 = -121184.485014
  nChanged 6
		SP:Iteration 17Q (16905.450000 sec): 3 clusters
  Score: Raw -123500.704467 + Penalty 2308.579670 = -121192.124797
  nChanged 9
		SP:Iteration 18Q (16905.450000 sec): 3 clusters
  Score: Raw -123507.405347 + Penalty 2308.579670 = -121198.825676
  nChanged 5
		SP:Iteration 19Q (16905.450000 sec): 3 clusters
  Score: Raw -123514.379295 + Penalty 2308.579670 = -121205.799625
  nChanged 9
		SP:Iteration 20F (16905.460000 sec): 3 clusters
  Score: Raw -123519.541216 + Penalty 2308.579670 = -121210.961546
  nChanged 2
		SP:Iteration 21Q (16905.460000 sec): 3 clusters
  Score: Raw -123520.566434 + Penalty 2308.579670 = -121211.986764
  nChanged 0
		SP:Iteration 22F (16905.460000 sec): 3 clusters
  Score: Raw -123520.566434 + Penalty 2308.579670 = -121211.986764
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16905.480000 sec): 2 clusters
  Score: Raw -476621.661591 + Penalty 1362.196403 = -475259.465188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16905.490000 sec): 3 clusters
  Score: Raw -474396.621940 + Penalty 2724.392806 = -471672.229134
  nChanged 1746
		SP:Iteration 1F (16905.500000 sec): 3 clusters
  Score: Raw -475493.281857 + Penalty 2724.392806 = -472768.889052
  nChanged 364
		SP:Iteration 2F (16905.510000 sec): 3 clusters
  Score: Raw -475772.526044 + Penalty 2724.392806 = -473048.133238
  nChanged 291
		SP:Iteration 3F (16905.520000 sec): 3 clusters
  Score: Raw -475979.166886 + Penalty 2724.392806 = -473254.774080
  nChanged 227
		SP:Iteration 4F (16905.530000 sec): 3 clusters
  Score: Raw -476128.254813 + Penalty 2724.392806 = -473403.862007
  nChanged 203
		SP:Iteration 5Q (16905.540000 sec): 3 clusters
  Score: Raw -476244.900493 + Penalty 2724.392806 = -473520.507687
  nChanged 163
		SP:Iteration 6Q (16905.550000 sec): 3 clusters
  Score: Raw -476329.782885 + Penalty 2724.392806 = -473605.390079
  nChanged 120
		SP:Iteration 7Q (16905.560000 sec): 3 clusters
  Score: Raw -476378.336214 + Penalty 2724.392806 = -473653.943408
  nChanged 91
		SP:Iteration 8Q (16905.570000 sec): 3 clusters
  Score: Raw -476406.793625 + Penalty 2724.392806 = -473682.400820
  nChanged 57
		SP:Iteration 9Q (16905.580000 sec): 3 clusters
  Score: Raw -476429.257539 + Penalty 2724.392806 = -473704.864733
  nChanged 47
		SP:Iteration 10Q (16905.590000 sec): 3 clusters
  Score: Raw -476443.980187 + Penalty 2724.392806 = -473719.587381
  nChanged 43
		SP:Iteration 11Q (16905.600000 sec): 3 clusters
  Score: Raw -476460.575947 + Penalty 2724.392806 = -473736.183141
  nChanged 38
		SP:Iteration 12Q (16905.610000 sec): 3 clusters
  Score: Raw -476470.101520 + Penalty 2724.392806 = -473745.708714
  nChanged 23
		SP:Iteration 13Q (16905.620000 sec): 3 clusters
  Score: Raw -476476.269946 + Penalty 2724.392806 = -473751.877141
  nChanged 14
		SP:Iteration 14Q (16905.630000 sec): 3 clusters
  Score: Raw -476481.287074 + Penalty 2724.392806 = -473756.894268
  nChanged 23
		SP:Iteration 15Q (16905.640000 sec): 3 clusters
  Score: Raw -476486.971373 + Penalty 2724.392806 = -473762.578567
  nChanged 25
		SP:Iteration 16Q (16905.650000 sec): 3 clusters
  Score: Raw -476493.036606 + Penalty 2724.392806 = -473768.643800
  nChanged 19
		SP:Iteration 17Q (16905.660000 sec): 3 clusters
  Score: Raw -476498.996148 + Penalty 2724.392806 = -473774.603342
  nChanged 28
		SP:Iteration 18Q (16905.670000 sec): 3 clusters
  Score: Raw -476505.237998 + Penalty 2724.392806 = -473780.845192
  nChanged 15
		SP:Iteration 19Q (16905.680000 sec): 3 clusters
  Score: Raw -476509.076780 + Penalty 2724.392806 = -473784.683974
  nChanged 13
		SP:Iteration 20F (16905.690000 sec): 3 clusters
  Score: Raw -476512.266326 + Penalty 2724.392806 = -473787.873520
  nChanged 10
		SP:Iteration 21Q (16905.700000 sec): 3 clusters
  Score: Raw -476515.720360 + Penalty 2724.392806 = -473791.327554
  nChanged 6
		SP:Iteration 22Q (16905.710000 sec): 3 clusters
  Score: Raw -476517.411010 + Penalty 2724.392806 = -473793.018204
  nChanged 9
		SP:Iteration 23Q (16905.720000 sec): 3 clusters
  Score: Raw -476519.595441 + Penalty 2724.392806 = -473795.202635
  nChanged 11
		SP:Iteration 24Q (16905.730000 sec): 3 clusters
  Score: Raw -476522.129435 + Penalty 2724.392806 = -473797.736629
  nChanged 6
		SP:Iteration 25Q (16905.740000 sec): 3 clusters
  Score: Raw -476523.105061 + Penalty 2724.392806 = -473798.712255
  nChanged 4
		SP:Iteration 26Q (16905.750000 sec): 3 clusters
  Score: Raw -476523.754064 + Penalty 2724.392806 = -473799.361258
  nChanged 4
		SP:Iteration 27Q (16905.760000 sec): 3 clusters
  Score: Raw -476524.136100 + Penalty 2724.392806 = -473799.743295
  nChanged 3
		SP:Iteration 28Q (16905.770000 sec): 3 clusters
  Score: Raw -476524.701121 + Penalty 2724.392806 = -473800.308315
  nChanged 4
		SP:Iteration 29Q (16905.780000 sec): 3 clusters
  Score: Raw -476525.694585 + Penalty 2724.392806 = -473801.301779
  nChanged 8
		SP:Iteration 30Q (16905.790000 sec): 3 clusters
  Score: Raw -476527.696421 + Penalty 2724.392806 = -473803.303615
  nChanged 9
		SP:Iteration 31Q (16905.800000 sec): 3 clusters
  Score: Raw -476529.468379 + Penalty 2724.392806 = -473805.075573
  nChanged 7
		SP:Iteration 32Q (16905.810000 sec): 3 clusters
  Score: Raw -476531.110414 + Penalty 2724.392806 = -473806.717608
  nChanged 6
		SP:Iteration 33Q (16905.820000 sec): 3 clusters
  Score: Raw -476532.552822 + Penalty 2724.392806 = -473808.160017
  nChanged 3
		SP:Iteration 34Q (16905.830000 sec): 3 clusters
  Score: Raw -476533.150873 + Penalty 2724.392806 = -473808.758067
  nChanged 3
		SP:Iteration 35Q (16905.840000 sec): 3 clusters
  Score: Raw -476533.610875 + Penalty 2724.392806 = -473809.218069
  nChanged 2
		SP:Iteration 36Q (16905.850000 sec): 3 clusters
  Score: Raw -476534.043502 + Penalty 2724.392806 = -473809.650697
  nChanged 1
		SP:Iteration 37Q (16905.860000 sec): 3 clusters
  Score: Raw -476534.331500 + Penalty 2724.392806 = -473809.938694
  nChanged 3
		SP:Iteration 38Q (16905.870000 sec): 3 clusters
  Score: Raw -476534.859378 + Penalty 2724.392806 = -473810.466572
  nChanged 4
		SP:Iteration 39Q (16905.880000 sec): 3 clusters
  Score: Raw -476535.410254 + Penalty 2724.392806 = -473811.017448
  nChanged 1
		SP:Iteration 40F (16905.890000 sec): 3 clusters
  Score: Raw -476535.761865 + Penalty 2724.392806 = -473811.369059
  nChanged 2
		SP:Iteration 41Q (16905.900000 sec): 3 clusters
  Score: Raw -476536.088583 + Penalty 2724.392806 = -473811.695777
  nChanged 2
		SP:Iteration 42Q (16905.910000 sec): 3 clusters
  Score: Raw -476536.462919 + Penalty 2724.392806 = -473812.070113
  nChanged 1
		SP:Iteration 43Q (16905.920000 sec): 3 clusters
  Score: Raw -476536.606435 + Penalty 2724.392806 = -473812.213629
  nChanged 0
		SP:Iteration 44F (16905.930000 sec): 3 clusters
  Score: Raw -476536.606435 + Penalty 2724.392806 = -473812.213629
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16905.940000 sec): 2 clusters
  Score: Raw -74140.426131 + Penalty 1070.252894 = -73070.173237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16905.940000 sec): 3 clusters
  Score: Raw -73948.455204 + Penalty 2140.505788 = -71807.949416
  nChanged 190
		SP:Iteration 1F (16905.940000 sec): 3 clusters
  Score: Raw -74155.800334 + Penalty 2140.505788 = -72015.294546
  nChanged 56
		SP:Iteration 2F (16905.950000 sec): 3 clusters
  Score: Raw -74245.529491 + Penalty 2140.505788 = -72105.023703
  nChanged 34
		SP:Iteration 3Q (16905.950000 sec): 3 clusters
  Score: Raw -74297.801922 + Penalty 2140.505788 = -72157.296134
  nChanged 19
		SP:Iteration 4Q (16905.950000 sec): 3 clusters
  Score: Raw -74318.803504 + Penalty 2140.505788 = -72178.297717
  nChanged 15
		SP:Iteration 5Q (16905.950000 sec): 3 clusters
  Score: Raw -74334.641961 + Penalty 2140.505788 = -72194.136173
  nChanged 14
		SP:Iteration 6Q (16905.950000 sec): 3 clusters
  Score: Raw -74350.700861 + Penalty 2140.505788 = -72210.195073
  nChanged 12
		SP:Iteration 7Q (16905.950000 sec): 3 clusters
  Score: Raw -74367.371819 + Penalty 2140.505788 = -72226.866031
  nChanged 9
		SP:Iteration 8Q (16905.950000 sec): 3 clusters
  Score: Raw -74378.036186 + Penalty 2140.505788 = -72237.530398
  nChanged 9
		SP:Iteration 9Q (16905.960000 sec): 3 clusters
  Score: Raw -74385.704377 + Penalty 2140.505788 = -72245.198589
  nChanged 4
		SP:Iteration 10Q (16905.960000 sec): 3 clusters
  Score: Raw -74391.144543 + Penalty 2140.505788 = -72250.638755
  nChanged 5
		SP:Iteration 11Q (16905.960000 sec): 3 clusters
  Score: Raw -74395.958297 + Penalty 2140.505788 = -72255.452509
  nChanged 1
		SP:Iteration 12Q (16905.960000 sec): 3 clusters
  Score: Raw -74397.429023 + Penalty 2140.505788 = -72256.923235
  nChanged 1
		SP:Iteration 13Q (16905.970000 sec): 3 clusters
  Score: Raw -74398.066308 + Penalty 2140.505788 = -72257.560520
  nChanged 1
		SP:Iteration 14Q (16905.970000 sec): 3 clusters
  Score: Raw -74398.518735 + Penalty 2140.505788 = -72258.012947
  nChanged 1
		SP:Iteration 15Q (16905.970000 sec): 3 clusters
  Score: Raw -74399.384603 + Penalty 2140.505788 = -72258.878815
  nChanged 1
		SP:Iteration 16Q (16905.970000 sec): 3 clusters
  Score: Raw -74400.012253 + Penalty 2140.505788 = -72259.506465
  nChanged 0
		SP:Iteration 17F (16905.970000 sec): 3 clusters
  Score: Raw -74400.012253 + Penalty 2140.505788 = -72259.506465
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16906.040000 sec): 2 clusters
  Score: Raw -2875237.194648 + Penalty 1642.394074 = -2873594.800574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16906.100000 sec): 3 clusters
  Score: Raw -2860168.529564 + Penalty 3284.788148 = -2856883.741416
  nChanged 11177
		SP:Iteration 1F (16906.160000 sec): 3 clusters
  Score: Raw -2866422.717760 + Penalty 3284.788148 = -2863137.929612
  nChanged 1105
		SP:Iteration 2Q (16906.220000 sec): 3 clusters
  Score: Raw -2866743.403278 + Penalty 3284.788148 = -2863458.615130
  nChanged 967
		SP:Iteration 3Q (16906.280000 sec): 3 clusters
  Score: Raw -2867057.848013 + Penalty 3284.788148 = -2863773.059866
  nChanged 1053
		SP:Iteration 4Q (16906.340000 sec): 3 clusters
  Score: Raw -2867481.323580 + Penalty 3284.788148 = -2864196.535432
  nChanged 1257
		SP:Iteration 5F (16906.400000 sec): 3 clusters
  Score: Raw -2868128.254483 + Penalty 3284.788148 = -2864843.466335
  nChanged 1461
		SP:Iteration 6F (16906.460000 sec): 3 clusters
  Score: Raw -2869054.408444 + Penalty 3284.788148 = -2865769.620297
  nChanged 1667
		SP:Iteration 7F (16906.530000 sec): 3 clusters
  Score: Raw -2870263.533504 + Penalty 3284.788148 = -2866978.745356
  nChanged 1747
		SP:Iteration 8F (16906.590000 sec): 3 clusters
  Score: Raw -2871703.536127 + Penalty 3284.788148 = -2868418.747980
  nChanged 1574
		SP:Iteration 9F (16906.650000 sec): 3 clusters
  Score: Raw -2873112.660901 + Penalty 3284.788148 = -2869827.872754
  nChanged 1196
		SP:Iteration 10Q (16906.710000 sec): 3 clusters
  Score: Raw -2874204.373189 + Penalty 3284.788148 = -2870919.585042
  nChanged 688
		SP:Iteration 11Q (16906.770000 sec): 3 clusters
  Score: Raw -2874796.930361 + Penalty 3284.788148 = -2871512.142213
  nChanged 389
		SP:Iteration 12Q (16906.820000 sec): 3 clusters
  Score: Raw -2875144.230856 + Penalty 3284.788148 = -2871859.442708
  nChanged 170
		SP:Iteration 13Q (16906.870000 sec): 3 clusters
  Score: Raw -2875289.764396 + Penalty 3284.788148 = -2872004.976249
  nChanged 85
		SP:Iteration 14Q (16906.920000 sec): 3 clusters
  Score: Raw -2875370.982357 + Penalty 3284.788148 = -2872086.194210
  nChanged 52
		SP:Iteration 15Q (16906.970000 sec): 3 clusters
  Score: Raw -2875417.589709 + Penalty 3284.788148 = -2872132.801561
  nChanged 32
		SP:Iteration 16Q (16907.020000 sec): 3 clusters
  Score: Raw -2875456.372437 + Penalty 3284.788148 = -2872171.584289
  nChanged 17
		SP:Iteration 17Q (16907.070000 sec): 3 clusters
  Score: Raw -2875476.766340 + Penalty 3284.788148 = -2872191.978192
  nChanged 13
		SP:Iteration 18Q (16907.110000 sec): 3 clusters
  Score: Raw -2875488.519400 + Penalty 3284.788148 = -2872203.731252
  nChanged 10
		SP:Iteration 19Q (16907.160000 sec): 3 clusters
  Score: Raw -2875496.023644 + Penalty 3284.788148 = -2872211.235496
  nChanged 10
		SP:Iteration 20F (16907.220000 sec): 3 clusters
  Score: Raw -2875510.101818 + Penalty 3284.788148 = -2872225.313670
  nChanged 13
		SP:Iteration 21Q (16907.260000 sec): 3 clusters
  Score: Raw -2875523.936110 + Penalty 3284.788148 = -2872239.147962
  nChanged 14
		SP:Iteration 22Q (16907.310000 sec): 3 clusters
  Score: Raw -2875538.846903 + Penalty 3284.788148 = -2872254.058756
  nChanged 14
		SP:Iteration 23Q (16907.350000 sec): 3 clusters
  Score: Raw -2875552.774636 + Penalty 3284.788148 = -2872267.986489
  nChanged 9
		SP:Iteration 24Q (16907.390000 sec): 3 clusters
  Score: Raw -2875561.821267 + Penalty 3284.788148 = -2872277.033120
  nChanged 4
		SP:Iteration 25Q (16907.440000 sec): 3 clusters
  Score: Raw -2875565.402886 + Penalty 3284.788148 = -2872280.614738
  nChanged 4
		SP:Iteration 26Q (16907.480000 sec): 3 clusters
  Score: Raw -2875567.809191 + Penalty 3284.788148 = -2872283.021043
  nChanged 1
		SP:Iteration 27Q (16907.520000 sec): 3 clusters
  Score: Raw -2875568.063321 + Penalty 3284.788148 = -2872283.275173
  nChanged 0
		SP:Iteration 28F (16907.580000 sec): 3 clusters
  Score: Raw -2875568.063321 + Penalty 3284.788148 = -2872283.275173
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16907.610000 sec): 2 clusters
  Score: Raw -928847.124256 + Penalty 1458.128408 = -927388.995847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16907.630000 sec): 3 clusters
  Score: Raw -924520.860233 + Penalty 2916.256816 = -921604.603416
  nChanged 3388
		SP:Iteration 1F (16907.650000 sec): 3 clusters
  Score: Raw -926305.867892 + Penalty 2916.256816 = -923389.611076
  nChanged 506
		SP:Iteration 2F (16907.670000 sec): 3 clusters
  Score: Raw -926533.487323 + Penalty 2916.256816 = -923617.230506
  nChanged 406
		SP:Iteration 3F (16907.690000 sec): 3 clusters
  Score: Raw -926718.145911 + Penalty 2916.256816 = -923801.889095
  nChanged 352
		SP:Iteration 4Q (16907.710000 sec): 3 clusters
  Score: Raw -926874.594125 + Penalty 2916.256816 = -923958.337309
  nChanged 312
		SP:Iteration 5Q (16907.730000 sec): 3 clusters
  Score: Raw -927021.678650 + Penalty 2916.256816 = -924105.421834
  nChanged 320
		SP:Iteration 6Q (16907.750000 sec): 3 clusters
  Score: Raw -927169.474441 + Penalty 2916.256816 = -924253.217624
  nChanged 292
		SP:Iteration 7Q (16907.770000 sec): 3 clusters
  Score: Raw -927315.324548 + Penalty 2916.256816 = -924399.067732
  nChanged 291
		SP:Iteration 8Q (16907.790000 sec): 3 clusters
  Score: Raw -927473.369270 + Penalty 2916.256816 = -924557.112454
  nChanged 294
		SP:Iteration 9Q (16907.800000 sec): 3 clusters
  Score: Raw -927634.922802 + Penalty 2916.256816 = -924718.665986
  nChanged 286
		SP:Iteration 10Q (16907.820000 sec): 3 clusters
  Score: Raw -927787.406220 + Penalty 2916.256816 = -924871.149403
  nChanged 240
		SP:Iteration 11Q (16907.840000 sec): 3 clusters
  Score: Raw -927927.908070 + Penalty 2916.256816 = -925011.651254
  nChanged 238
		SP:Iteration 12Q (16907.860000 sec): 3 clusters
  Score: Raw -928091.587867 + Penalty 2916.256816 = -925175.331051
  nChanged 212
		SP:Iteration 13Q (16907.880000 sec): 3 clusters
  Score: Raw -928251.554302 + Penalty 2916.256816 = -925335.297485
  nChanged 212
		SP:Iteration 14Q (16907.890000 sec): 3 clusters
  Score: Raw -928394.421883 + Penalty 2916.256816 = -925478.165067
  nChanged 163
		SP:Iteration 15Q (16907.910000 sec): 3 clusters
  Score: Raw -928492.743708 + Penalty 2916.256816 = -925576.486892
  nChanged 128
		SP:Iteration 16Q (16907.930000 sec): 3 clusters
  Score: Raw -928558.755737 + Penalty 2916.256816 = -925642.498921
  nChanged 99
		SP:Iteration 17Q (16907.950000 sec): 3 clusters
  Score: Raw -928598.872024 + Penalty 2916.256816 = -925682.615208
  nChanged 76
		SP:Iteration 18Q (16907.970000 sec): 3 clusters
  Score: Raw -928622.120739 + Penalty 2916.256816 = -925705.863922
  nChanged 43
		SP:Iteration 19Q (16907.980000 sec): 3 clusters
  Score: Raw -928635.437756 + Penalty 2916.256816 = -925719.180940
  nChanged 35
		SP:Iteration 20F (16908.000000 sec): 3 clusters
  Score: Raw -928644.717992 + Penalty 2916.256816 = -925728.461175
  nChanged 33
		SP:Iteration 21Q (16908.020000 sec): 3 clusters
  Score: Raw -928655.931171 + Penalty 2916.256816 = -925739.674355
  nChanged 42
		SP:Iteration 22Q (16908.030000 sec): 3 clusters
  Score: Raw -928670.257950 + Penalty 2916.256816 = -925754.001134
  nChanged 40
		SP:Iteration 23Q (16908.050000 sec): 3 clusters
  Score: Raw -928686.260848 + Penalty 2916.256816 = -925770.004032
  nChanged 46
		SP:Iteration 24Q (16908.070000 sec): 3 clusters
  Score: Raw -928702.262128 + Penalty 2916.256816 = -925786.005312
  nChanged 32
		SP:Iteration 25Q (16908.080000 sec): 3 clusters
  Score: Raw -928712.219685 + Penalty 2916.256816 = -925795.962869
  nChanged 31
		SP:Iteration 26Q (16908.100000 sec): 3 clusters
  Score: Raw -928721.323564 + Penalty 2916.256816 = -925805.066748
  nChanged 31
		SP:Iteration 27Q (16908.110000 sec): 3 clusters
  Score: Raw -928734.660614 + Penalty 2916.256816 = -925818.403798
  nChanged 37
		SP:Iteration 28Q (16908.130000 sec): 3 clusters
  Score: Raw -928750.648389 + Penalty 2916.256816 = -925834.391573
  nChanged 44
		SP:Iteration 29Q (16908.150000 sec): 3 clusters
  Score: Raw -928767.676378 + Penalty 2916.256816 = -925851.419562
  nChanged 42
		SP:Iteration 30Q (16908.170000 sec): 3 clusters
  Score: Raw -928783.117953 + Penalty 2916.256816 = -925866.861137
  nChanged 42
		SP:Iteration 31Q (16908.180000 sec): 3 clusters
  Score: Raw -928798.471210 + Penalty 2916.256816 = -925882.214394
  nChanged 44
		SP:Iteration 32Q (16908.200000 sec): 3 clusters
  Score: Raw -928816.403791 + Penalty 2916.256816 = -925900.146975
  nChanged 40
		SP:Iteration 33Q (16908.210000 sec): 3 clusters
  Score: Raw -928831.413057 + Penalty 2916.256816 = -925915.156241
  nChanged 34
		SP:Iteration 34Q (16908.230000 sec): 3 clusters
  Score: Raw -928841.829583 + Penalty 2916.256816 = -925925.572767
  nChanged 24
		SP:Iteration 35Q (16908.250000 sec): 3 clusters
  Score: Raw -928851.477551 + Penalty 2916.256816 = -925935.220734
  nChanged 28
		SP:Iteration 36Q (16908.260000 sec): 3 clusters
  Score: Raw -928865.424764 + Penalty 2916.256816 = -925949.167948
  nChanged 35
		SP:Iteration 37Q (16908.270000 sec): 3 clusters
  Score: Raw -928881.213016 + Penalty 2916.256816 = -925964.956200
  nChanged 32
		SP:Iteration 38Q (16908.290000 sec): 3 clusters
  Score: Raw -928891.945981 + Penalty 2916.256816 = -925975.689165
  nChanged 22
		SP:Iteration 39Q (16908.310000 sec): 3 clusters
  Score: Raw -928899.884552 + Penalty 2916.256816 = -925983.627736
  nChanged 23
		SP:Iteration 40F (16908.330000 sec): 3 clusters
  Score: Raw -928907.278086 + Penalty 2916.256816 = -925991.021270
  nChanged 23
		SP:Iteration 41Q (16908.340000 sec): 3 clusters
  Score: Raw -928914.628362 + Penalty 2916.256816 = -925998.371545
  nChanged 17
		SP:Iteration 42Q (16908.360000 sec): 3 clusters
  Score: Raw -928919.603233 + Penalty 2916.256816 = -926003.346417
  nChanged 10
		SP:Iteration 43Q (16908.370000 sec): 3 clusters
  Score: Raw -928922.020110 + Penalty 2916.256816 = -926005.763294
  nChanged 12
		SP:Iteration 44Q (16908.390000 sec): 3 clusters
  Score: Raw -928925.241507 + Penalty 2916.256816 = -926008.984691
  nChanged 9
		SP:Iteration 45Q (16908.400000 sec): 3 clusters
  Score: Raw -928928.046660 + Penalty 2916.256816 = -926011.789844
  nChanged 9
		SP:Iteration 46Q (16908.420000 sec): 3 clusters
  Score: Raw -928930.430851 + Penalty 2916.256816 = -926014.174035
  nChanged 9
		SP:Iteration 47Q (16908.430000 sec): 3 clusters
  Score: Raw -928932.881562 + Penalty 2916.256816 = -926016.624746
  nChanged 7
		SP:Iteration 48Q (16908.450000 sec): 3 clusters
  Score: Raw -928934.285602 + Penalty 2916.256816 = -926018.028786
  nChanged 6
		SP:Iteration 49Q (16908.470000 sec): 3 clusters
  Score: Raw -928935.642076 + Penalty 2916.256816 = -926019.385260
  nChanged 3
		SP:Iteration 50Q (16908.480000 sec): 3 clusters
  Score: Raw -928936.413577 + Penalty 2916.256816 = -926020.156761
  nChanged 4
		SP:Iteration 51Q (16908.500000 sec): 3 clusters
  Score: Raw -928937.312385 + Penalty 2916.256816 = -926021.055569
  nChanged 4
		SP:Iteration 52Q (16908.510000 sec): 3 clusters
  Score: Raw -928938.378454 + Penalty 2916.256816 = -926022.121638
  nChanged 3
		SP:Iteration 53Q (16908.530000 sec): 3 clusters
  Score: Raw -928938.976561 + Penalty 2916.256816 = -926022.719745
  nChanged 6
		SP:Iteration 54Q (16908.540000 sec): 3 clusters
  Score: Raw -928940.078635 + Penalty 2916.256816 = -926023.821818
  nChanged 5
		SP:Iteration 55Q (16908.560000 sec): 3 clusters
  Score: Raw -928941.942697 + Penalty 2916.256816 = -926025.685881
  nChanged 9
		SP:Iteration 56Q (16908.570000 sec): 3 clusters
  Score: Raw -928944.106920 + Penalty 2916.256816 = -926027.850104
  nChanged 8
		SP:Iteration 57Q (16908.590000 sec): 3 clusters
  Score: Raw -928945.737283 + Penalty 2916.256816 = -926029.480467
  nChanged 0
		SP:Iteration 58F (16908.610000 sec): 3 clusters
  Score: Raw -928945.737283 + Penalty 2916.256816 = -926029.480467
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16908.620000 sec): 2 clusters
  Score: Raw -457006.992006 + Penalty 1353.334042 = -455653.657964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16908.630000 sec): 3 clusters
  Score: Raw -454934.229347 + Penalty 2706.668085 = -452227.561262
  nChanged 1651
		SP:Iteration 1F (16908.640000 sec): 3 clusters
  Score: Raw -455862.926408 + Penalty 2706.668085 = -453156.258323
  nChanged 296
		SP:Iteration 2F (16908.650000 sec): 3 clusters
  Score: Raw -456009.400123 + Penalty 2706.668085 = -453302.732038
  nChanged 198
		SP:Iteration 3Q (16908.660000 sec): 3 clusters
  Score: Raw -456102.422225 + Penalty 2706.668085 = -453395.754140
  nChanged 152
		SP:Iteration 4Q (16908.670000 sec): 3 clusters
  Score: Raw -456164.141937 + Penalty 2706.668085 = -453457.473852
  nChanged 116
		SP:Iteration 5Q (16908.680000 sec): 3 clusters
  Score: Raw -456219.876151 + Penalty 2706.668085 = -453513.208066
  nChanged 99
		SP:Iteration 6Q (16908.690000 sec): 3 clusters
  Score: Raw -456259.221472 + Penalty 2706.668085 = -453552.553387
  nChanged 85
		SP:Iteration 7Q (16908.700000 sec): 3 clusters
  Score: Raw -456296.922877 + Penalty 2706.668085 = -453590.254792
  nChanged 79
		SP:Iteration 8Q (16908.710000 sec): 3 clusters
  Score: Raw -456332.292878 + Penalty 2706.668085 = -453625.624794
  nChanged 74
		SP:Iteration 9Q (16908.720000 sec): 3 clusters
  Score: Raw -456369.279175 + Penalty 2706.668085 = -453662.611090
  nChanged 86
		SP:Iteration 10Q (16908.730000 sec): 3 clusters
  Score: Raw -456436.539496 + Penalty 2706.668085 = -453729.871411
  nChanged 106
		SP:Iteration 11Q (16908.740000 sec): 3 clusters
  Score: Raw -456559.091473 + Penalty 2706.668085 = -453852.423389
  nChanged 110
		SP:Iteration 12Q (16908.750000 sec): 3 clusters
  Score: Raw -456637.371246 + Penalty 2706.668085 = -453930.703161
  nChanged 113
		SP:Iteration 13Q (16908.760000 sec): 3 clusters
  Score: Raw -456698.886603 + Penalty 2706.668085 = -453992.218518
  nChanged 101
		SP:Iteration 14Q (16908.770000 sec): 3 clusters
  Score: Raw -456742.256520 + Penalty 2706.668085 = -454035.588435
  nChanged 84
		SP:Iteration 15Q (16908.780000 sec): 3 clusters
  Score: Raw -456777.327816 + Penalty 2706.668085 = -454070.659731
  nChanged 76
		SP:Iteration 16Q (16908.790000 sec): 3 clusters
  Score: Raw -456804.849028 + Penalty 2706.668085 = -454098.180943
  nChanged 54
		SP:Iteration 17Q (16908.800000 sec): 3 clusters
  Score: Raw -456824.312341 + Penalty 2706.668085 = -454117.644257
  nChanged 51
		SP:Iteration 18Q (16908.810000 sec): 3 clusters
  Score: Raw -456843.779591 + Penalty 2706.668085 = -454137.111506
  nChanged 41
		SP:Iteration 19Q (16908.820000 sec): 3 clusters
  Score: Raw -456858.215208 + Penalty 2706.668085 = -454151.547124
  nChanged 45
		SP:Iteration 20F (16908.830000 sec): 3 clusters
  Score: Raw -456871.895801 + Penalty 2706.668085 = -454165.227716
  nChanged 29
		SP:Iteration 21Q (16908.840000 sec): 3 clusters
  Score: Raw -456881.325091 + Penalty 2706.668085 = -454174.657006
  nChanged 30
		SP:Iteration 22Q (16908.850000 sec): 3 clusters
  Score: Raw -456890.288323 + Penalty 2706.668085 = -454183.620238
  nChanged 26
		SP:Iteration 23Q (16908.860000 sec): 3 clusters
  Score: Raw -456897.973415 + Penalty 2706.668085 = -454191.305330
  nChanged 29
		SP:Iteration 24Q (16908.870000 sec): 3 clusters
  Score: Raw -456908.638053 + Penalty 2706.668085 = -454201.969968
  nChanged 38
		SP:Iteration 25Q (16908.880000 sec): 3 clusters
  Score: Raw -456920.620248 + Penalty 2706.668085 = -454213.952163
  nChanged 30
		SP:Iteration 26Q (16908.880000 sec): 3 clusters
  Score: Raw -456929.551186 + Penalty 2706.668085 = -454222.883102
  nChanged 30
		SP:Iteration 27Q (16908.900000 sec): 3 clusters
  Score: Raw -456936.940997 + Penalty 2706.668085 = -454230.272912
  nChanged 21
		SP:Iteration 28Q (16908.900000 sec): 3 clusters
  Score: Raw -456942.997579 + Penalty 2706.668085 = -454236.329494
  nChanged 14
		SP:Iteration 29Q (16908.920000 sec): 3 clusters
  Score: Raw -456947.602930 + Penalty 2706.668085 = -454240.934845
  nChanged 12
		SP:Iteration 30Q (16908.920000 sec): 3 clusters
  Score: Raw -456952.069384 + Penalty 2706.668085 = -454245.401299
  nChanged 11
		SP:Iteration 31Q (16908.930000 sec): 3 clusters
  Score: Raw -456954.396807 + Penalty 2706.668085 = -454247.728722
  nChanged 10
		SP:Iteration 32Q (16908.940000 sec): 3 clusters
  Score: Raw -456957.060606 + Penalty 2706.668085 = -454250.392521
  nChanged 8
		SP:Iteration 33Q (16908.950000 sec): 3 clusters
  Score: Raw -456959.155791 + Penalty 2706.668085 = -454252.487707
  nChanged 6
		SP:Iteration 34Q (16908.960000 sec): 3 clusters
  Score: Raw -456960.956994 + Penalty 2706.668085 = -454254.288909
  nChanged 9
		SP:Iteration 35Q (16908.970000 sec): 3 clusters
  Score: Raw -456963.444441 + Penalty 2706.668085 = -454256.776356
  nChanged 13
		SP:Iteration 36Q (16908.980000 sec): 3 clusters
  Score: Raw -456966.337525 + Penalty 2706.668085 = -454259.669440
  nChanged 15
		SP:Iteration 37Q (16908.990000 sec): 3 clusters
  Score: Raw -456969.722366 + Penalty 2706.668085 = -454263.054281
  nChanged 13
		SP:Iteration 38Q (16909.000000 sec): 3 clusters
  Score: Raw -456974.633354 + Penalty 2706.668085 = -454267.965269
  nChanged 16
		SP:Iteration 39Q (16909.010000 sec): 3 clusters
  Score: Raw -456980.565599 + Penalty 2706.668085 = -454273.897514
  nChanged 25
		SP:Iteration 40F (16909.020000 sec): 3 clusters
  Score: Raw -456988.642280 + Penalty 2706.668085 = -454281.974195
  nChanged 27
		SP:Iteration 41Q (16909.030000 sec): 3 clusters
  Score: Raw -456997.030016 + Penalty 2706.668085 = -454290.361931
  nChanged 27
		SP:Iteration 42Q (16909.040000 sec): 3 clusters
  Score: Raw -457009.160748 + Penalty 2706.668085 = -454302.492663
  nChanged 38
		SP:Iteration 43Q (16909.050000 sec): 3 clusters
  Score: Raw -457026.543031 + Penalty 2706.668085 = -454319.874946
  nChanged 48
		SP:Iteration 44Q (16909.060000 sec): 3 clusters
  Score: Raw -457047.405788 + Penalty 2706.668085 = -454340.737703
  nChanged 41
		SP:Iteration 45Q (16909.060000 sec): 3 clusters
  Score: Raw -457063.258998 + Penalty 2706.668085 = -454356.590913
  nChanged 46
		SP:Iteration 46Q (16909.080000 sec): 3 clusters
  Score: Raw -457083.884223 + Penalty 2706.668085 = -454377.216138
  nChanged 51
		SP:Iteration 47Q (16909.080000 sec): 3 clusters
  Score: Raw -457105.313260 + Penalty 2706.668085 = -454398.645175
  nChanged 41
		SP:Iteration 48Q (16909.100000 sec): 3 clusters
  Score: Raw -457125.477499 + Penalty 2706.668085 = -454418.809414
  nChanged 48
		SP:Iteration 49Q (16909.100000 sec): 3 clusters
  Score: Raw -457152.395031 + Penalty 2706.668085 = -454445.726947
  nChanged 67
		SP:Iteration 50Q (16909.110000 sec): 3 clusters
  Score: Raw -457205.494681 + Penalty 2706.668085 = -454498.826596
  nChanged 91
		SP:Iteration 51Q (16909.120000 sec): 3 clusters
  Score: Raw -457295.296679 + Penalty 2706.668085 = -454588.628594
  nChanged 116
		SP:Iteration 52Q (16909.130000 sec): 3 clusters
  Score: Raw -457428.941327 + Penalty 2706.668085 = -454722.273242
  nChanged 122
		SP:Iteration 53Q (16909.140000 sec): 3 clusters
  Score: Raw -457564.070718 + Penalty 2706.668085 = -454857.402633
  nChanged 117
		SP:Iteration 54Q (16909.150000 sec): 3 clusters
  Score: Raw -457671.968621 + Penalty 2706.668085 = -454965.300536
  nChanged 88
		SP:Iteration 55Q (16909.160000 sec): 3 clusters
  Score: Raw -457731.007679 + Penalty 2706.668085 = -455024.339594
  nChanged 60
		SP:Iteration 56Q (16909.160000 sec): 3 clusters
  Score: Raw -457775.858131 + Penalty 2706.668085 = -455069.190046
  nChanged 52
		SP:Iteration 57Q (16909.170000 sec): 3 clusters
  Score: Raw -457823.270619 + Penalty 2706.668085 = -455116.602534
  nChanged 48
		SP:Iteration 58Q (16909.180000 sec): 3 clusters
  Score: Raw -457874.264791 + Penalty 2706.668085 = -455167.596706
  nChanged 46
		SP:Iteration 59Q (16909.190000 sec): 3 clusters
  Score: Raw -457922.719103 + Penalty 2706.668085 = -455216.051018
  nChanged 37
		SP:Iteration 60F (16909.200000 sec): 3 clusters
  Score: Raw -457960.123347 + Penalty 2706.668085 = -455253.455262
  nChanged 40
		SP:Iteration 61Q (16909.210000 sec): 3 clusters
  Score: Raw -457990.052113 + Penalty 2706.668085 = -455283.384028
  nChanged 34
		SP:Iteration 62Q (16909.220000 sec): 3 clusters
  Score: Raw -458005.550008 + Penalty 2706.668085 = -455298.881923
  nChanged 17
		SP:Iteration 63Q (16909.220000 sec): 3 clusters
  Score: Raw -458010.528433 + Penalty 2706.668085 = -455303.860348
  nChanged 13
		SP:Iteration 64Q (16909.230000 sec): 3 clusters
  Score: Raw -458013.698045 + Penalty 2706.668085 = -455307.029960
  nChanged 3
		SP:Iteration 65Q (16909.240000 sec): 3 clusters
  Score: Raw -458014.961437 + Penalty 2706.668085 = -455308.293352
  nChanged 1
		SP:Iteration 66Q (16909.250000 sec): 3 clusters
  Score: Raw -458015.835015 + Penalty 2706.668085 = -455309.166930
  nChanged 0
		SP:Iteration 67F (16909.260000 sec): 3 clusters
  Score: Raw -458015.835015 + Penalty 2706.668085 = -455309.166930
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16909.270000 sec): 2 clusters
  Score: Raw -147264.692071 + Penalty 1171.277229 = -146093.414842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16909.270000 sec): 3 clusters
  Score: Raw -146783.033338 + Penalty 2342.554458 = -144440.478880
  nChanged 442
		SP:Iteration 1F (16909.270000 sec): 3 clusters
  Score: Raw -147170.997878 + Penalty 2342.554458 = -144828.443420
  nChanged 113
		SP:Iteration 2F (16909.280000 sec): 3 clusters
  Score: Raw -147304.823509 + Penalty 2342.554458 = -144962.269051
  nChanged 57
		SP:Iteration 3Q (16909.280000 sec): 3 clusters
  Score: Raw -147351.723070 + Penalty 2342.554458 = -145009.168612
  nChanged 30
		SP:Iteration 4Q (16909.280000 sec): 3 clusters
  Score: Raw -147372.511928 + Penalty 2342.554458 = -145029.957470
  nChanged 18
		SP:Iteration 5Q (16909.290000 sec): 3 clusters
  Score: Raw -147389.440456 + Penalty 2342.554458 = -145046.885998
  nChanged 19
		SP:Iteration 6Q (16909.290000 sec): 3 clusters
  Score: Raw -147405.959830 + Penalty 2342.554458 = -145063.405372
  nChanged 16
		SP:Iteration 7Q (16909.290000 sec): 3 clusters
  Score: Raw -147422.088383 + Penalty 2342.554458 = -145079.533925
  nChanged 23
		SP:Iteration 8Q (16909.300000 sec): 3 clusters
  Score: Raw -147438.524920 + Penalty 2342.554458 = -145095.970462
  nChanged 14
		SP:Iteration 9Q (16909.300000 sec): 3 clusters
  Score: Raw -147447.207331 + Penalty 2342.554458 = -145104.652873
  nChanged 9
		SP:Iteration 10Q (16909.300000 sec): 3 clusters
  Score: Raw -147450.927932 + Penalty 2342.554458 = -145108.373473
  nChanged 4
		SP:Iteration 11Q (16909.300000 sec): 3 clusters
  Score: Raw -147452.808125 + Penalty 2342.554458 = -145110.253667
  nChanged 1
		SP:Iteration 12Q (16909.310000 sec): 3 clusters
  Score: Raw -147453.271775 + Penalty 2342.554458 = -145110.717317
  nChanged 1
		SP:Iteration 13Q (16909.310000 sec): 3 clusters
  Score: Raw -147453.460137 + Penalty 2342.554458 = -145110.905679
  nChanged 0
		SP:Iteration 14F (16909.320000 sec): 3 clusters
  Score: Raw -147453.460137 + Penalty 2342.554458 = -145110.905679
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16909.320000 sec): 2 clusters
  Score: Raw -134167.817232 + Penalty 1156.282096 = -133011.535137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16909.320000 sec): 3 clusters
  Score: Raw -133707.205257 + Penalty 2312.564191 = -131394.641066
  nChanged 390
		SP:Iteration 1F (16909.330000 sec): 3 clusters
  Score: Raw -134035.355127 + Penalty 2312.564191 = -131722.790936
  nChanged 98
		SP:Iteration 2F (16909.330000 sec): 3 clusters
  Score: Raw -134126.423543 + Penalty 2312.564191 = -131813.859352
  nChanged 51
		SP:Iteration 3Q (16909.330000 sec): 3 clusters
  Score: Raw -134167.025645 + Penalty 2312.564191 = -131854.461454
  nChanged 33
		SP:Iteration 4Q (16909.340000 sec): 3 clusters
  Score: Raw -134191.821034 + Penalty 2312.564191 = -131879.256843
  nChanged 18
		SP:Iteration 5Q (16909.340000 sec): 3 clusters
  Score: Raw -134206.392409 + Penalty 2312.564191 = -131893.828218
  nChanged 20
		SP:Iteration 6Q (16909.340000 sec): 3 clusters
  Score: Raw -134221.383031 + Penalty 2312.564191 = -131908.818840
  nChanged 14
		SP:Iteration 7Q (16909.340000 sec): 3 clusters
  Score: Raw -134230.163903 + Penalty 2312.564191 = -131917.599712
  nChanged 7
		SP:Iteration 8Q (16909.350000 sec): 3 clusters
  Score: Raw -134235.588349 + Penalty 2312.564191 = -131923.024158
  nChanged 5
		SP:Iteration 9Q (16909.350000 sec): 3 clusters
  Score: Raw -134237.868361 + Penalty 2312.564191 = -131925.304170
  nChanged 4
		SP:Iteration 10Q (16909.350000 sec): 3 clusters
  Score: Raw -134240.776038 + Penalty 2312.564191 = -131928.211847
  nChanged 3
		SP:Iteration 11Q (16909.360000 sec): 3 clusters
  Score: Raw -134243.243069 + Penalty 2312.564191 = -131930.678878
  nChanged 5
		SP:Iteration 12Q (16909.360000 sec): 3 clusters
  Score: Raw -134245.434159 + Penalty 2312.564191 = -131932.869968
  nChanged 6
		SP:Iteration 13Q (16909.360000 sec): 3 clusters
  Score: Raw -134248.629001 + Penalty 2312.564191 = -131936.064810
  nChanged 4
		SP:Iteration 14Q (16909.360000 sec): 3 clusters
  Score: Raw -134251.731763 + Penalty 2312.564191 = -131939.167572
  nChanged 6
		SP:Iteration 15Q (16909.370000 sec): 3 clusters
  Score: Raw -134255.314425 + Penalty 2312.564191 = -131942.750234
  nChanged 4
		SP:Iteration 16Q (16909.370000 sec): 3 clusters
  Score: Raw -134257.222257 + Penalty 2312.564191 = -131944.658066
  nChanged 1
		SP:Iteration 17Q (16909.370000 sec): 3 clusters
  Score: Raw -134258.073935 + Penalty 2312.564191 = -131945.509744
  nChanged 2
		SP:Iteration 18Q (16909.380000 sec): 3 clusters
  Score: Raw -134260.272418 + Penalty 2312.564191 = -131947.708227
  nChanged 3
		SP:Iteration 19Q (16909.380000 sec): 3 clusters
  Score: Raw -134261.937719 + Penalty 2312.564191 = -131949.373528
  nChanged 1
		SP:Iteration 20F (16909.380000 sec): 3 clusters
  Score: Raw -134262.678577 + Penalty 2312.564191 = -131950.114386
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16909.390000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16909.390000 sec): 3 clusters
  Score: Raw -26334.263599 + Penalty 1783.904761 = -24550.358838
  nChanged 42
		SP:Iteration 1F (16909.390000 sec): 3 clusters
  Score: Raw -26441.578467 + Penalty 1783.904761 = -24657.673706
  nChanged 10
		SP:Iteration 2Q (16909.390000 sec): 3 clusters
  Score: Raw -26478.721922 + Penalty 1783.904761 = -24694.817161
  nChanged 10
		SP:Iteration 3Q (16909.390000 sec): 3 clusters
  Score: Raw -26499.040282 + Penalty 1783.904761 = -24715.135521
  nChanged 4
		SP:Iteration 4Q (16909.390000 sec): 3 clusters
  Score: Raw -26509.185539 + Penalty 1783.904761 = -24725.280778
  nChanged 2
		SP:Iteration 5Q (16909.390000 sec): 3 clusters
  Score: Raw -26514.846391 + Penalty 1783.904761 = -24730.941630
  nChanged 0
		SP:Iteration 6F (16909.390000 sec): 3 clusters
  Score: Raw -26514.846391 + Penalty 1783.904761 = -24730.941630
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (35001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16909.490000 sec): 2 clusters
  Score: Raw -3762556.379986 + Penalty 1700.258936 = -3760856.121051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16909.580000 sec): 3 clusters
  Score: Raw -3740847.005287 + Penalty 3400.517871 = -3737446.487416
  nChanged 16025
		SP:Iteration 1F (16909.670000 sec): 3 clusters
  Score: Raw -3749834.564742 + Penalty 3400.517871 = -3746434.046871
  nChanged 1872
		SP:Iteration 2F (16909.760000 sec): 3 clusters
  Score: Raw -3750740.085007 + Penalty 3400.517871 = -3747339.567135
  nChanged 1956
		SP:Iteration 3F (16909.850000 sec): 3 clusters
  Score: Raw -3751705.829965 + Penalty 3400.517871 = -3748305.312093
  nChanged 2094
		SP:Iteration 4F (16909.940000 sec): 3 clusters
  Score: Raw -3752719.640402 + Penalty 3400.517871 = -3749319.122531
  nChanged 1978
		SP:Iteration 5F (16910.030000 sec): 3 clusters
  Score: Raw -3753643.977424 + Penalty 3400.517871 = -3750243.459553
  nChanged 1839
		SP:Iteration 6F (16910.120000 sec): 3 clusters
  Score: Raw -3754538.765901 + Penalty 3400.517871 = -3751138.248030
  nChanged 1742
		SP:Iteration 7Q (16910.200000 sec): 3 clusters
  Score: Raw -3755468.987955 + Penalty 3400.517871 = -3752068.470084
  nChanged 1697
		SP:Iteration 8Q (16910.300000 sec): 3 clusters
  Score: Raw -3756488.211109 + Penalty 3400.517871 = -3753087.693238
  nChanged 1630
		SP:Iteration 9Q (16910.380000 sec): 3 clusters
  Score: Raw -3757563.994572 + Penalty 3400.517871 = -3754163.476701
  nChanged 1542
		SP:Iteration 10Q (16910.470000 sec): 3 clusters
  Score: Raw -3758637.786832 + Penalty 3400.517871 = -3755237.268961
  nChanged 1364
		SP:Iteration 11Q (16910.560000 sec): 3 clusters
  Score: Raw -3759509.293928 + Penalty 3400.517871 = -3756108.776056
  nChanged 1138
		SP:Iteration 12Q (16910.650000 sec): 3 clusters
  Score: Raw -3760147.321859 + Penalty 3400.517871 = -3756746.803988
  nChanged 983
		SP:Iteration 13Q (16910.730000 sec): 3 clusters
  Score: Raw -3760682.932769 + Penalty 3400.517871 = -3757282.414897
  nChanged 876
		SP:Iteration 14Q (16910.810000 sec): 3 clusters
  Score: Raw -3761158.220429 + Penalty 3400.517871 = -3757757.702558
  nChanged 828
		SP:Iteration 15Q (16910.900000 sec): 3 clusters
  Score: Raw -3761607.419097 + Penalty 3400.517871 = -3758206.901226
  nChanged 714
		SP:Iteration 16Q (16910.970000 sec): 3 clusters
  Score: Raw -3761990.959039 + Penalty 3400.517871 = -3758590.441168
  nChanged 659
		SP:Iteration 17Q (16911.050000 sec): 3 clusters
  Score: Raw -3762361.879195 + Penalty 3400.517871 = -3758961.361323
  nChanged 563
		SP:Iteration 18Q (16911.120000 sec): 3 clusters
  Score: Raw -3762670.983007 + Penalty 3400.517871 = -3759270.465136
  nChanged 504
		SP:Iteration 19Q (16911.200000 sec): 3 clusters
  Score: Raw -3762954.937595 + Penalty 3400.517871 = -3759554.419724
  nChanged 368
		SP:Iteration 20F (16911.280000 sec): 3 clusters
  Score: Raw -3763161.059610 + Penalty 3400.517871 = -3759760.541739
  nChanged 322
		SP:Iteration 21Q (16911.360000 sec): 3 clusters
  Score: Raw -3763326.193666 + Penalty 3400.517871 = -3759925.675794
  nChanged 242
		SP:Iteration 22Q (16911.420000 sec): 3 clusters
  Score: Raw -3763459.281617 + Penalty 3400.517871 = -3760058.763746
  nChanged 221
		SP:Iteration 23Q (16911.500000 sec): 3 clusters
  Score: Raw -3763572.089822 + Penalty 3400.517871 = -3760171.571950
  nChanged 162
		SP:Iteration 24Q (16911.560000 sec): 3 clusters
  Score: Raw -3763646.481425 + Penalty 3400.517871 = -3760245.963554
  nChanged 106
		SP:Iteration 25Q (16911.630000 sec): 3 clusters
  Score: Raw -3763694.422236 + Penalty 3400.517871 = -3760293.904365
  nChanged 91
		SP:Iteration 26Q (16911.700000 sec): 3 clusters
  Score: Raw -3763731.587220 + Penalty 3400.517871 = -3760331.069349
  nChanged 65
		SP:Iteration 27Q (16911.760000 sec): 3 clusters
  Score: Raw -3763757.487434 + Penalty 3400.517871 = -3760356.969562
  nChanged 42
		SP:Iteration 28Q (16911.830000 sec): 3 clusters
  Score: Raw -3763772.404087 + Penalty 3400.517871 = -3760371.886216
  nChanged 37
		SP:Iteration 29Q (16911.890000 sec): 3 clusters
  Score: Raw -3763785.399286 + Penalty 3400.517871 = -3760384.881414
  nChanged 33
		SP:Iteration 30Q (16911.960000 sec): 3 clusters
  Score: Raw -3763796.125952 + Penalty 3400.517871 = -3760395.608081
  nChanged 22
		SP:Iteration 31Q (16912.020000 sec): 3 clusters
  Score: Raw -3763801.766530 + Penalty 3400.517871 = -3760401.248659
  nChanged 20
		SP:Iteration 32Q (16912.090000 sec): 3 clusters
  Score: Raw -3763807.593983 + Penalty 3400.517871 = -3760407.076111
  nChanged 14
		SP:Iteration 33Q (16912.160000 sec): 3 clusters
  Score: Raw -3763811.387770 + Penalty 3400.517871 = -3760410.869899
  nChanged 9
		SP:Iteration 34Q (16912.220000 sec): 3 clusters
  Score: Raw -3763813.609480 + Penalty 3400.517871 = -3760413.091608
  nChanged 7
		SP:Iteration 35Q (16912.290000 sec): 3 clusters
  Score: Raw -3763815.300065 + Penalty 3400.517871 = -3760414.782194
  nChanged 5
		SP:Iteration 36Q (16912.350000 sec): 3 clusters
  Score: Raw -3763817.121007 + Penalty 3400.517871 = -3760416.603135
  nChanged 10
		SP:Iteration 37Q (16912.420000 sec): 3 clusters
  Score: Raw -3763821.427498 + Penalty 3400.517871 = -3760420.909627
  nChanged 8
		SP:Iteration 38Q (16912.480000 sec): 3 clusters
  Score: Raw -3763823.530130 + Penalty 3400.517871 = -3760423.012259
  nChanged 2
		SP:Iteration 39Q (16912.550000 sec): 3 clusters
  Score: Raw -3763823.740486 + Penalty 3400.517871 = -3760423.222614
  nChanged 0
		SP:Iteration 40F (16912.640000 sec): 3 clusters
  Score: Raw -3763823.740486 + Penalty 3400.517871 = -3760423.222614
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16912.660000 sec): 2 clusters
  Score: Raw -501993.061185 + Penalty 1361.339078 = -500631.722108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16912.680000 sec): 3 clusters
  Score: Raw -499797.754531 + Penalty 2722.678156 = -497075.076375
  nChanged 1733
		SP:Iteration 1F (16912.680000 sec): 3 clusters
  Score: Raw -500853.424549 + Penalty 2722.678156 = -498130.746393
  nChanged 401
		SP:Iteration 2F (16912.700000 sec): 3 clusters
  Score: Raw -501142.916179 + Penalty 2722.678156 = -498420.238023
  nChanged 299
		SP:Iteration 3F (16912.700000 sec): 3 clusters
  Score: Raw -501376.608919 + Penalty 2722.678156 = -498653.930763
  nChanged 266
		SP:Iteration 4F (16912.720000 sec): 3 clusters
  Score: Raw -501565.812526 + Penalty 2722.678156 = -498843.134371
  nChanged 211
		SP:Iteration 5Q (16912.720000 sec): 3 clusters
  Score: Raw -501716.646087 + Penalty 2722.678156 = -498993.967932
  nChanged 190
		SP:Iteration 6Q (16912.740000 sec): 3 clusters
  Score: Raw -501838.870819 + Penalty 2722.678156 = -499116.192664
  nChanged 156
		SP:Iteration 7Q (16912.750000 sec): 3 clusters
  Score: Raw -501940.741266 + Penalty 2722.678156 = -499218.063110
  nChanged 114
		SP:Iteration 8Q (16912.760000 sec): 3 clusters
  Score: Raw -502011.876648 + Penalty 2722.678156 = -499289.198492
  nChanged 77
		SP:Iteration 9Q (16912.770000 sec): 3 clusters
  Score: Raw -502059.075755 + Penalty 2722.678156 = -499336.397599
  nChanged 73
		SP:Iteration 10Q (16912.780000 sec): 3 clusters
  Score: Raw -502105.492890 + Penalty 2722.678156 = -499382.814734
  nChanged 57
		SP:Iteration 11Q (16912.790000 sec): 3 clusters
  Score: Raw -502139.896517 + Penalty 2722.678156 = -499417.218362
  nChanged 53
		SP:Iteration 12Q (16912.800000 sec): 3 clusters
  Score: Raw -502170.460362 + Penalty 2722.678156 = -499447.782206
  nChanged 50
		SP:Iteration 13Q (16912.810000 sec): 3 clusters
  Score: Raw -502193.981796 + Penalty 2722.678156 = -499471.303640
  nChanged 39
		SP:Iteration 14Q (16912.820000 sec): 3 clusters
  Score: Raw -502212.604658 + Penalty 2722.678156 = -499489.926502
  nChanged 32
		SP:Iteration 15Q (16912.830000 sec): 3 clusters
  Score: Raw -502224.741287 + Penalty 2722.678156 = -499502.063132
  nChanged 18
		SP:Iteration 16Q (16912.840000 sec): 3 clusters
  Score: Raw -502231.807854 + Penalty 2722.678156 = -499509.129699
  nChanged 18
		SP:Iteration 17Q (16912.850000 sec): 3 clusters
  Score: Raw -502238.668740 + Penalty 2722.678156 = -499515.990584
  nChanged 10
		SP:Iteration 18Q (16912.860000 sec): 3 clusters
  Score: Raw -502242.216471 + Penalty 2722.678156 = -499519.538315
  nChanged 8
		SP:Iteration 19Q (16912.880000 sec): 3 clusters
  Score: Raw -502244.394533 + Penalty 2722.678156 = -499521.716377
  nChanged 6
		SP:Iteration 20F (16912.880000 sec): 3 clusters
  Score: Raw -502245.997108 + Penalty 2722.678156 = -499523.318952
  nChanged 6
		SP:Iteration 21Q (16912.900000 sec): 3 clusters
  Score: Raw -502248.236896 + Penalty 2722.678156 = -499525.558741
  nChanged 4
		SP:Iteration 22Q (16912.910000 sec): 3 clusters
  Score: Raw -502249.392663 + Penalty 2722.678156 = -499526.714507
  nChanged 2
		SP:Iteration 23Q (16912.920000 sec): 3 clusters
  Score: Raw -502249.727211 + Penalty 2722.678156 = -499527.049055
  nChanged 0
		SP:Iteration 24F (16912.930000 sec): 3 clusters
  Score: Raw -502249.727211 + Penalty 2722.678156 = -499527.049055
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16912.940000 sec): 2 clusters
  Score: Raw -254148.702452 + Penalty 1280.507833 = -252868.194619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16912.940000 sec): 3 clusters
  Score: Raw -252976.553507 + Penalty 2561.015665 = -250415.537842
  nChanged 1009
		SP:Iteration 1F (16912.950000 sec): 3 clusters
  Score: Raw -253712.504725 + Penalty 2561.015665 = -251151.489059
  nChanged 239
		SP:Iteration 2F (16912.960000 sec): 3 clusters
  Score: Raw -253932.975620 + Penalty 2561.015665 = -251371.959954
  nChanged 172
		SP:Iteration 3F (16912.960000 sec): 3 clusters
  Score: Raw -254097.923787 + Penalty 2561.015665 = -251536.908121
  nChanged 151
		SP:Iteration 4F (16912.970000 sec): 3 clusters
  Score: Raw -254250.147242 + Penalty 2561.015665 = -251689.131577
  nChanged 118
		SP:Iteration 5Q (16912.980000 sec): 3 clusters
  Score: Raw -254372.109830 + Penalty 2561.015665 = -251811.094165
  nChanged 99
		SP:Iteration 6Q (16912.980000 sec): 3 clusters
  Score: Raw -254474.734267 + Penalty 2561.015665 = -251913.718602
  nChanged 70
		SP:Iteration 7Q (16912.990000 sec): 3 clusters
  Score: Raw -254524.389893 + Penalty 2561.015665 = -251963.374228
  nChanged 69
		SP:Iteration 8Q (16913.000000 sec): 3 clusters
  Score: Raw -254578.988620 + Penalty 2561.015665 = -252017.972955
  nChanged 56
		SP:Iteration 9Q (16913.000000 sec): 3 clusters
  Score: Raw -254624.178503 + Penalty 2561.015665 = -252063.162837
  nChanged 56
		SP:Iteration 10Q (16913.010000 sec): 3 clusters
  Score: Raw -254658.582711 + Penalty 2561.015665 = -252097.567046
  nChanged 45
		SP:Iteration 11Q (16913.020000 sec): 3 clusters
  Score: Raw -254686.315025 + Penalty 2561.015665 = -252125.299360
  nChanged 42
		SP:Iteration 12Q (16913.020000 sec): 3 clusters
  Score: Raw -254712.649525 + Penalty 2561.015665 = -252151.633859
  nChanged 32
		SP:Iteration 13Q (16913.030000 sec): 3 clusters
  Score: Raw -254734.657374 + Penalty 2561.015665 = -252173.641708
  nChanged 27
		SP:Iteration 14Q (16913.030000 sec): 3 clusters
  Score: Raw -254747.179632 + Penalty 2561.015665 = -252186.163967
  nChanged 26
		SP:Iteration 15Q (16913.040000 sec): 3 clusters
  Score: Raw -254761.511983 + Penalty 2561.015665 = -252200.496318
  nChanged 25
		SP:Iteration 16Q (16913.040000 sec): 3 clusters
  Score: Raw -254773.530442 + Penalty 2561.015665 = -252212.514777
  nChanged 22
		SP:Iteration 17Q (16913.050000 sec): 3 clusters
  Score: Raw -254789.265166 + Penalty 2561.015665 = -252228.249501
  nChanged 26
		SP:Iteration 18Q (16913.060000 sec): 3 clusters
  Score: Raw -254804.728834 + Penalty 2561.015665 = -252243.713169
  nChanged 22
		SP:Iteration 19Q (16913.060000 sec): 3 clusters
  Score: Raw -254818.217435 + Penalty 2561.015665 = -252257.201769
  nChanged 19
		SP:Iteration 20F (16913.070000 sec): 3 clusters
  Score: Raw -254827.578143 + Penalty 2561.015665 = -252266.562477
  nChanged 20
		SP:Iteration 21Q (16913.080000 sec): 3 clusters
  Score: Raw -254836.641860 + Penalty 2561.015665 = -252275.626195
  nChanged 12
		SP:Iteration 22Q (16913.080000 sec): 3 clusters
  Score: Raw -254841.934707 + Penalty 2561.015665 = -252280.919042
  nChanged 8
		SP:Iteration 23Q (16913.090000 sec): 3 clusters
  Score: Raw -254845.761589 + Penalty 2561.015665 = -252284.745924
  nChanged 11
		SP:Iteration 24Q (16913.090000 sec): 3 clusters
  Score: Raw -254850.538877 + Penalty 2561.015665 = -252289.523211
  nChanged 13
		SP:Iteration 25Q (16913.100000 sec): 3 clusters
  Score: Raw -254856.921928 + Penalty 2561.015665 = -252295.906263
  nChanged 11
		SP:Iteration 26Q (16913.100000 sec): 3 clusters
  Score: Raw -254861.635275 + Penalty 2561.015665 = -252300.619609
  nChanged 11
		SP:Iteration 27Q (16913.110000 sec): 3 clusters
  Score: Raw -254867.625334 + Penalty 2561.015665 = -252306.609669
  nChanged 11
		SP:Iteration 28Q (16913.120000 sec): 3 clusters
  Score: Raw -254873.543357 + Penalty 2561.015665 = -252312.527692
  nChanged 11
		SP:Iteration 29Q (16913.120000 sec): 3 clusters
  Score: Raw -254877.944984 + Penalty 2561.015665 = -252316.929319
  nChanged 8
		SP:Iteration 30Q (16913.130000 sec): 3 clusters
  Score: Raw -254882.098449 + Penalty 2561.015665 = -252321.082784
  nChanged 6
		SP:Iteration 31Q (16913.140000 sec): 3 clusters
  Score: Raw -254883.847801 + Penalty 2561.015665 = -252322.832135
  nChanged 3
		SP:Iteration 32Q (16913.140000 sec): 3 clusters
  Score: Raw -254884.395385 + Penalty 2561.015665 = -252323.379720
  nChanged 0
		SP:Iteration 33F (16913.150000 sec): 3 clusters
  Score: Raw -254884.395385 + Penalty 2561.015665 = -252323.379720
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16913.260000 sec): 2 clusters
  Score: Raw -4464393.926571 + Penalty 1713.146907 = -4462680.779664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16913.360000 sec): 3 clusters
  Score: Raw -4440532.897387 + Penalty 3426.293814 = -4437106.603573
  nChanged 17662
		SP:Iteration 1F (16913.460000 sec): 3 clusters
  Score: Raw -4450482.526173 + Penalty 3426.293814 = -4447056.232359
  nChanged 1664
		SP:Iteration 2Q (16913.560000 sec): 3 clusters
  Score: Raw -4451044.890197 + Penalty 3426.293814 = -4447618.596383
  nChanged 1789
		SP:Iteration 3Q (16913.660000 sec): 3 clusters
  Score: Raw -4451789.407902 + Penalty 3426.293814 = -4448363.114088
  nChanged 2034
		SP:Iteration 4F (16913.750000 sec): 3 clusters
  Score: Raw -4452864.689184 + Penalty 3426.293814 = -4449438.395371
  nChanged 2444
		SP:Iteration 5F (16913.850000 sec): 3 clusters
  Score: Raw -4454516.318744 + Penalty 3426.293814 = -4451090.024931
  nChanged 2973
		SP:Iteration 6F (16913.950000 sec): 3 clusters
  Score: Raw -4456960.939050 + Penalty 3426.293814 = -4453534.645236
  nChanged 3047
		SP:Iteration 7F (16914.040000 sec): 3 clusters
  Score: Raw -4459720.728356 + Penalty 3426.293814 = -4456294.434542
  nChanged 2461
		SP:Iteration 8F (16914.140000 sec): 3 clusters
  Score: Raw -4462037.518553 + Penalty 3426.293814 = -4458611.224740
  nChanged 1556
		SP:Iteration 9Q (16914.230000 sec): 3 clusters
  Score: Raw -4463461.403154 + Penalty 3426.293814 = -4460035.109340
  nChanged 729
		SP:Iteration 10Q (16914.320000 sec): 3 clusters
  Score: Raw -4464099.318622 + Penalty 3426.293814 = -4460673.024808
  nChanged 316
		SP:Iteration 11Q (16914.390000 sec): 3 clusters
  Score: Raw -4464375.039115 + Penalty 3426.293814 = -4460948.745301
  nChanged 143
		SP:Iteration 12Q (16914.470000 sec): 3 clusters
  Score: Raw -4464500.858170 + Penalty 3426.293814 = -4461074.564356
  nChanged 66
		SP:Iteration 13Q (16914.540000 sec): 3 clusters
  Score: Raw -4464563.096067 + Penalty 3426.293814 = -4461136.802253
  nChanged 29
		SP:Iteration 14Q (16914.620000 sec): 3 clusters
  Score: Raw -4464600.031054 + Penalty 3426.293814 = -4461173.737240
  nChanged 25
		SP:Iteration 15Q (16914.680000 sec): 3 clusters
  Score: Raw -4464624.761855 + Penalty 3426.293814 = -4461198.468041
  nChanged 12
		SP:Iteration 16Q (16914.760000 sec): 3 clusters
  Score: Raw -4464638.518007 + Penalty 3426.293814 = -4461212.224193
  nChanged 9
		SP:Iteration 17Q (16914.820000 sec): 3 clusters
  Score: Raw -4464649.334898 + Penalty 3426.293814 = -4461223.041084
  nChanged 2
		SP:Iteration 18Q (16914.890000 sec): 3 clusters
  Score: Raw -4464651.025597 + Penalty 3426.293814 = -4461224.731783
  nChanged 2
		SP:Iteration 19Q (16914.960000 sec): 3 clusters
  Score: Raw -4464653.553915 + Penalty 3426.293814 = -4461227.260101
  nChanged 0
		SP:Iteration 20F (16915.060000 sec): 3 clusters
  Score: Raw -4464653.553915 + Penalty 3426.293814 = -4461227.260101
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16915.080000 sec): 2 clusters
  Score: Raw -71850.205428 + Penalty 1059.361434 = -70790.843993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16915.080000 sec): 3 clusters
  Score: Raw -71721.973584 + Penalty 2118.722869 = -69603.250715
  nChanged 180
		SP:Iteration 1F (16915.080000 sec): 3 clusters
  Score: Raw -71965.215700 + Penalty 2118.722869 = -69846.492831
  nChanged 60
		SP:Iteration 2F (16915.080000 sec): 3 clusters
  Score: Raw -72109.203375 + Penalty 2118.722869 = -69990.480507
  nChanged 34
		SP:Iteration 3F (16915.080000 sec): 3 clusters
  Score: Raw -72168.970043 + Penalty 2118.722869 = -70050.247174
  nChanged 22
		SP:Iteration 4Q (16915.090000 sec): 3 clusters
  Score: Raw -72206.329866 + Penalty 2118.722869 = -70087.606997
  nChanged 18
		SP:Iteration 5Q (16915.090000 sec): 3 clusters
  Score: Raw -72249.718875 + Penalty 2118.722869 = -70130.996006
  nChanged 14
		SP:Iteration 6Q (16915.090000 sec): 3 clusters
  Score: Raw -72284.047318 + Penalty 2118.722869 = -70165.324449
  nChanged 15
		SP:Iteration 7Q (16915.090000 sec): 3 clusters
  Score: Raw -72324.445767 + Penalty 2118.722869 = -70205.722899
  nChanged 16
		SP:Iteration 8Q (16915.090000 sec): 3 clusters
  Score: Raw -72356.734731 + Penalty 2118.722869 = -70238.011863
  nChanged 8
		SP:Iteration 9Q (16915.100000 sec): 3 clusters
  Score: Raw -72367.647828 + Penalty 2118.722869 = -70248.924959
  nChanged 3
		SP:Iteration 10Q (16915.100000 sec): 3 clusters
  Score: Raw -72373.608260 + Penalty 2118.722869 = -70254.885391
  nChanged 4
		SP:Iteration 11Q (16915.100000 sec): 3 clusters
  Score: Raw -72380.074090 + Penalty 2118.722869 = -70261.351222
  nChanged 2
		SP:Iteration 12Q (16915.100000 sec): 3 clusters
  Score: Raw -72382.358796 + Penalty 2118.722869 = -70263.635927
  nChanged 0
		SP:Iteration 13F (16915.100000 sec): 3 clusters
  Score: Raw -72382.358796 + Penalty 2118.722869 = -70263.635927
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 81 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16915.100000 sec): 2 clusters
  Score: Raw -15722.826094 + Penalty 830.698016 = -14892.128078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16915.100000 sec): 3 clusters
  Score: Raw -15948.339872 + Penalty 1661.396031 = -14286.943841
  nChanged 27
		SP:Iteration 1F (16915.110000 sec): 3 clusters
  Score: Raw -16068.667382 + Penalty 1661.396031 = -14407.271351
  nChanged 6
		SP:Iteration 2Q (16915.110000 sec): 3 clusters
  Score: Raw -16093.539103 + Penalty 1661.396031 = -14432.143072
  nChanged 1
		SP:Iteration 3Q (16915.110000 sec): 3 clusters
  Score: Raw -16097.329328 + Penalty 1661.396031 = -14435.933297
  nChanged 0
		SP:Iteration 4F (16915.110000 sec): 3 clusters
  Score: Raw -16097.329328 + Penalty 1661.396031 = -14435.933297
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 82 (1003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16915.110000 sec): 2 clusters
  Score: Raw -109005.820009 + Penalty 1122.997003 = -107882.823006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16915.120000 sec): 3 clusters
  Score: Raw -108688.143470 + Penalty 2245.994006 = -106442.149464
  nChanged 261
		SP:Iteration 1F (16915.120000 sec): 3 clusters
  Score: Raw -108910.208396 + Penalty 2245.994006 = -106664.214390
  nChanged 72
		SP:Iteration 2F (16915.120000 sec): 3 clusters
  Score: Raw -108986.321587 + Penalty 2245.994006 = -106740.327581
  nChanged 32
		SP:Iteration 3Q (16915.120000 sec): 3 clusters
  Score: Raw -109014.716583 + Penalty 2245.994006 = -106768.722577
  nChanged 23
		SP:Iteration 4Q (16915.130000 sec): 3 clusters
  Score: Raw -109034.130420 + Penalty 2245.994006 = -106788.136414
  nChanged 18
		SP:Iteration 5Q (16915.130000 sec): 3 clusters
  Score: Raw -109050.200011 + Penalty 2245.994006 = -106804.206005
  nChanged 21
		SP:Iteration 6Q (16915.130000 sec): 3 clusters
  Score: Raw -109064.873431 + Penalty 2245.994006 = -106818.879425
  nChanged 11
		SP:Iteration 7Q (16915.130000 sec): 3 clusters
  Score: Raw -109079.894543 + Penalty 2245.994006 = -106833.900537
  nChanged 11
		SP:Iteration 8Q (16915.140000 sec): 3 clusters
  Score: Raw -109093.276265 + Penalty 2245.994006 = -106847.282259
  nChanged 10
		SP:Iteration 9Q (16915.140000 sec): 3 clusters
  Score: Raw -109102.013678 + Penalty 2245.994006 = -106856.019672
  nChanged 9
		SP:Iteration 10Q (16915.140000 sec): 3 clusters
  Score: Raw -109110.846781 + Penalty 2245.994006 = -106864.852775
  nChanged 11
		SP:Iteration 11Q (16915.140000 sec): 3 clusters
  Score: Raw -109118.702619 + Penalty 2245.994006 = -106872.708613
  nChanged 6
		SP:Iteration 12Q (16915.140000 sec): 3 clusters
  Score: Raw -109122.879685 + Penalty 2245.994006 = -106876.885679
  nChanged 8
		SP:Iteration 13Q (16915.150000 sec): 3 clusters
  Score: Raw -109129.632358 + Penalty 2245.994006 = -106883.638352
  nChanged 6
		SP:Iteration 14Q (16915.150000 sec): 3 clusters
  Score: Raw -109133.584871 + Penalty 2245.994006 = -106887.590865
  nChanged 3
		SP:Iteration 15Q (16915.150000 sec): 3 clusters
  Score: Raw -109136.612670 + Penalty 2245.994006 = -106890.618664
  nChanged 2
		SP:Iteration 16Q (16915.160000 sec): 3 clusters
  Score: Raw -109138.504408 + Penalty 2245.994006 = -106892.510402
  nChanged 3
		SP:Iteration 17Q (16915.160000 sec): 3 clusters
  Score: Raw -109142.292811 + Penalty 2245.994006 = -106896.298805
  nChanged 3
		SP:Iteration 18Q (16915.160000 sec): 3 clusters
  Score: Raw -109144.608833 + Penalty 2245.994006 = -106898.614827
  nChanged 3
		SP:Iteration 19Q (16915.160000 sec): 3 clusters
  Score: Raw -109148.410679 + Penalty 2245.994006 = -106902.416673
  nChanged 5
		SP:Iteration 20F (16915.160000 sec): 3 clusters
  Score: Raw -109152.593942 + Penalty 2245.994006 = -106906.599936
  nChanged 4
		SP:Iteration 21Q (16915.170000 sec): 3 clusters
  Score: Raw -109156.314326 + Penalty 2245.994006 = -106910.320320
  nChanged 1
		SP:Iteration 22Q (16915.170000 sec): 3 clusters
  Score: Raw -109156.666011 + Penalty 2245.994006 = -106910.672005
  nChanged 1
		SP:Iteration 23Q (16915.170000 sec): 3 clusters
  Score: Raw -109157.715027 + Penalty 2245.994006 = -106911.721021
  nChanged 2
		SP:Iteration 24Q (16915.180000 sec): 3 clusters
  Score: Raw -109159.567626 + Penalty 2245.994006 = -106913.573620
  nChanged 2
		SP:Iteration 25Q (16915.180000 sec): 3 clusters
  Score: Raw -109161.104203 + Penalty 2245.994006 = -106915.110197
  nChanged 2
		SP:Iteration 26Q (16915.180000 sec): 3 clusters
  Score: Raw -109163.135299 + Penalty 2245.994006 = -106917.141293
  nChanged 2
		SP:Iteration 27Q (16915.180000 sec): 3 clusters
  Score: Raw -109165.809944 + Penalty 2245.994006 = -106919.815938
  nChanged 3
		SP:Iteration 28Q (16915.180000 sec): 3 clusters
  Score: Raw -109169.245446 + Penalty 2245.994006 = -106923.251440
  nChanged 2
		SP:Iteration 29Q (16915.190000 sec): 3 clusters
  Score: Raw -109170.952461 + Penalty 2245.994006 = -106924.958455
  nChanged 2
		SP:Iteration 30Q (16915.190000 sec): 3 clusters
  Score: Raw -109171.974485 + Penalty 2245.994006 = -106925.980479
  nChanged 0
		SP:Iteration 31F (16915.190000 sec): 3 clusters
  Score: Raw -109171.974485 + Penalty 2245.994006 = -106925.980479
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 83 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16915.210000 sec): 2 clusters
  Score: Raw -579848.474106 + Penalty 1387.325534 = -578461.148572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16915.220000 sec): 3 clusters
  Score: Raw -577195.513198 + Penalty 2774.651067 = -574420.862131
  nChanged 2087
		SP:Iteration 1F (16915.230000 sec): 3 clusters
  Score: Raw -578369.438477 + Penalty 2774.651067 = -575594.787410
  nChanged 329
		SP:Iteration 2F (16915.240000 sec): 3 clusters
  Score: Raw -578531.055503 + Penalty 2774.651067 = -575756.404436
  nChanged 242
		SP:Iteration 3Q (16915.260000 sec): 3 clusters
  Score: Raw -578655.042675 + Penalty 2774.651067 = -575880.391608
  nChanged 204
		SP:Iteration 4Q (16915.270000 sec): 3 clusters
  Score: Raw -578750.966105 + Penalty 2774.651067 = -575976.315038
  nChanged 181
		SP:Iteration 5Q (16915.280000 sec): 3 clusters
  Score: Raw -578837.876487 + Penalty 2774.651067 = -576063.225419
  nChanged 148
		SP:Iteration 6Q (16915.300000 sec): 3 clusters
  Score: Raw -578911.246674 + Penalty 2774.651067 = -576136.595607
  nChanged 135
		SP:Iteration 7Q (16915.310000 sec): 3 clusters
  Score: Raw -578989.323159 + Penalty 2774.651067 = -576214.672092
  nChanged 147
		SP:Iteration 8Q (16915.320000 sec): 3 clusters
  Score: Raw -579092.397003 + Penalty 2774.651067 = -576317.745936
  nChanged 160
		SP:Iteration 9Q (16915.330000 sec): 3 clusters
  Score: Raw -579203.191217 + Penalty 2774.651067 = -576428.540150
  nChanged 149
		SP:Iteration 10Q (16915.340000 sec): 3 clusters
  Score: Raw -579294.992834 + Penalty 2774.651067 = -576520.341767
  nChanged 127
		SP:Iteration 11Q (16915.360000 sec): 3 clusters
  Score: Raw -579361.445108 + Penalty 2774.651067 = -576586.794041
  nChanged 119
		SP:Iteration 12Q (16915.370000 sec): 3 clusters
  Score: Raw -579425.489963 + Penalty 2774.651067 = -576650.838896
  nChanged 114
		SP:Iteration 13Q (16915.380000 sec): 3 clusters
  Score: Raw -579482.107967 + Penalty 2774.651067 = -576707.456899
  nChanged 111
		SP:Iteration 14Q (16915.390000 sec): 3 clusters
  Score: Raw -579540.309943 + Penalty 2774.651067 = -576765.658875
  nChanged 89
		SP:Iteration 15Q (16915.400000 sec): 3 clusters
  Score: Raw -579576.174649 + Penalty 2774.651067 = -576801.523582
  nChanged 75
		SP:Iteration 16Q (16915.420000 sec): 3 clusters
  Score: Raw -579604.389196 + Penalty 2774.651067 = -576829.738129
  nChanged 63
		SP:Iteration 17Q (16915.430000 sec): 3 clusters
  Score: Raw -579624.582013 + Penalty 2774.651067 = -576849.930946
  nChanged 48
		SP:Iteration 18Q (16915.440000 sec): 3 clusters
  Score: Raw -579642.676556 + Penalty 2774.651067 = -576868.025489
  nChanged 39
		SP:Iteration 19Q (16915.450000 sec): 3 clusters
  Score: Raw -579657.993736 + Penalty 2774.651067 = -576883.342669
  nChanged 41
		SP:Iteration 20F (16915.460000 sec): 3 clusters
  Score: Raw -579674.394290 + Penalty 2774.651067 = -576899.743223
  nChanged 36
		SP:Iteration 21Q (16915.470000 sec): 3 clusters
  Score: Raw -579689.820455 + Penalty 2774.651067 = -576915.169388
  nChanged 29
		SP:Iteration 22Q (16915.480000 sec): 3 clusters
  Score: Raw -579701.870953 + Penalty 2774.651067 = -576927.219886
  nChanged 38
		SP:Iteration 23Q (16915.500000 sec): 3 clusters
  Score: Raw -579716.966261 + Penalty 2774.651067 = -576942.315194
  nChanged 37
		SP:Iteration 24Q (16915.510000 sec): 3 clusters
  Score: Raw -579735.560974 + Penalty 2774.651067 = -576960.909907
  nChanged 43
		SP:Iteration 25Q (16915.520000 sec): 3 clusters
  Score: Raw -579755.238380 + Penalty 2774.651067 = -576980.587313
  nChanged 49
		SP:Iteration 26Q (16915.530000 sec): 3 clusters
  Score: Raw -579775.433852 + Penalty 2774.651067 = -577000.782785
  nChanged 51
		SP:Iteration 27Q (16915.540000 sec): 3 clusters
  Score: Raw -579801.078872 + Penalty 2774.651067 = -577026.427805
  nChanged 42
		SP:Iteration 28Q (16915.550000 sec): 3 clusters
  Score: Raw -579821.159019 + Penalty 2774.651067 = -577046.507952
  nChanged 43
		SP:Iteration 29Q (16915.560000 sec): 3 clusters
  Score: Raw -579843.400401 + Penalty 2774.651067 = -577068.749334
  nChanged 36
		SP:Iteration 30Q (16915.580000 sec): 3 clusters
  Score: Raw -579864.001984 + Penalty 2774.651067 = -577089.350917
  nChanged 30
		SP:Iteration 31Q (16915.590000 sec): 3 clusters
  Score: Raw -579876.259333 + Penalty 2774.651067 = -577101.608266
  nChanged 26
		SP:Iteration 32Q (16915.600000 sec): 3 clusters
  Score: Raw -579885.471717 + Penalty 2774.651067 = -577110.820650
  nChanged 21
		SP:Iteration 33Q (16915.610000 sec): 3 clusters
  Score: Raw -579895.015891 + Penalty 2774.651067 = -577120.364824
  nChanged 20
		SP:Iteration 34Q (16915.620000 sec): 3 clusters
  Score: Raw -579905.548345 + Penalty 2774.651067 = -577130.897277
  nChanged 27
		SP:Iteration 35Q (16915.630000 sec): 3 clusters
  Score: Raw -579919.151291 + Penalty 2774.651067 = -577144.500224
  nChanged 24
		SP:Iteration 36Q (16915.640000 sec): 3 clusters
  Score: Raw -579929.042968 + Penalty 2774.651067 = -577154.391901
  nChanged 21
		SP:Iteration 37Q (16915.650000 sec): 3 clusters
  Score: Raw -579937.209549 + Penalty 2774.651067 = -577162.558482
  nChanged 17
		SP:Iteration 38Q (16915.660000 sec): 3 clusters
  Score: Raw -579943.833837 + Penalty 2774.651067 = -577169.182770
  nChanged 12
		SP:Iteration 39Q (16915.670000 sec): 3 clusters
  Score: Raw -579948.303824 + Penalty 2774.651067 = -577173.652757
  nChanged 13
		SP:Iteration 40F (16915.680000 sec): 3 clusters
  Score: Raw -579952.422043 + Penalty 2774.651067 = -577177.770976
  nChanged 8
		SP:Iteration 41Q (16915.700000 sec): 3 clusters
  Score: Raw -579955.230886 + Penalty 2774.651067 = -577180.579819
  nChanged 8
		SP:Iteration 42Q (16915.710000 sec): 3 clusters
  Score: Raw -579958.447853 + Penalty 2774.651067 = -577183.796785
  nChanged 8
		SP:Iteration 43Q (16915.720000 sec): 3 clusters
  Score: Raw -579960.606408 + Penalty 2774.651067 = -577185.955341
  nChanged 6
		SP:Iteration 44Q (16915.730000 sec): 3 clusters
  Score: Raw -579961.872961 + Penalty 2774.651067 = -577187.221894
  nChanged 3
		SP:Iteration 45Q (16915.740000 sec): 3 clusters
  Score: Raw -579962.716952 + Penalty 2774.651067 = -577188.065885
  nChanged 3
		SP:Iteration 46Q (16915.750000 sec): 3 clusters
  Score: Raw -579963.641863 + Penalty 2774.651067 = -577188.990796
  nChanged 2
		SP:Iteration 47Q (16915.760000 sec): 3 clusters
  Score: Raw -579964.126190 + Penalty 2774.651067 = -577189.475123
  nChanged 1
		SP:Iteration 48Q (16915.770000 sec): 3 clusters
  Score: Raw -579964.602109 + Penalty 2774.651067 = -577189.951042
  nChanged 0
		SP:Iteration 49F (16915.780000 sec): 3 clusters
  Score: Raw -579964.602109 + Penalty 2774.651067 = -577189.951042
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 84 (318490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16916.660000 sec): 2 clusters
  Score: Raw -36941502.531385 + Penalty 2059.093783 = -36939443.437602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16917.480000 sec): 3 clusters
  Score: Raw -36728514.223278 + Penalty 4118.187566 = -36724396.035712
  nChanged 155439
		SP:Iteration 1F (16918.310000 sec): 3 clusters
  Score: Raw -36822813.301275 + Penalty 4118.187566 = -36818695.113709
  nChanged 12188
		SP:Iteration 2Q (16919.150000 sec): 3 clusters
  Score: Raw -36827069.064783 + Penalty 4118.187566 = -36822950.877218
  nChanged 15665
		SP:Iteration 3Q (16919.990000 sec): 3 clusters
  Score: Raw -36834424.484213 + Penalty 4118.187566 = -36830306.296648
  nChanged 19958
		SP:Iteration 4F (16920.810000 sec): 3 clusters
  Score: Raw -36846726.518101 + Penalty 4118.187566 = -36842608.330535
  nChanged 24336
		SP:Iteration 5F (16921.630000 sec): 3 clusters
  Score: Raw -36865264.029260 + Penalty 4118.187566 = -36861145.841694
  nChanged 26034
		SP:Iteration 6F (16922.440000 sec): 3 clusters
  Score: Raw -36888222.742886 + Penalty 4118.187566 = -36884104.555320
  nChanged 23544
		SP:Iteration 7F (16923.250000 sec): 3 clusters
  Score: Raw -36910578.593158 + Penalty 4118.187566 = -36906460.405592
  nChanged 17250
		SP:Iteration 8F (16924.060000 sec): 3 clusters
  Score: Raw -36927050.220333 + Penalty 4118.187566 = -36922932.032767
  nChanged 9768
		SP:Iteration 9Q (16924.780000 sec): 3 clusters
  Score: Raw -36935989.176362 + Penalty 4118.187566 = -36931870.988796
  nChanged 4364
		SP:Iteration 10Q (16925.430000 sec): 3 clusters
  Score: Raw -36939684.634940 + Penalty 4118.187566 = -36935566.447374
  nChanged 1668
		SP:Iteration 11Q (16926.040000 sec): 3 clusters
  Score: Raw -36941008.951775 + Penalty 4118.187566 = -36936890.764209
  nChanged 611
		SP:Iteration 12Q (16926.630000 sec): 3 clusters
  Score: Raw -36941456.167255 + Penalty 4118.187566 = -36937337.979689
  nChanged 234
		SP:Iteration 13Q (16927.200000 sec): 3 clusters
  Score: Raw -36941632.419257 + Penalty 4118.187566 = -36937514.231691
  nChanged 93
		SP:Iteration 14Q (16927.770000 sec): 3 clusters
  Score: Raw -36941716.159446 + Penalty 4118.187566 = -36937597.971880
  nChanged 64
		SP:Iteration 15Q (16928.330000 sec): 3 clusters
  Score: Raw -36941769.024999 + Penalty 4118.187566 = -36937650.837433
  nChanged 34
		SP:Iteration 16Q (16928.900000 sec): 3 clusters
  Score: Raw -36941794.555356 + Penalty 4118.187566 = -36937676.367790
  nChanged 20
		SP:Iteration 17Q (16929.470000 sec): 3 clusters
  Score: Raw -36941814.364693 + Penalty 4118.187566 = -36937696.177127
  nChanged 18
		SP:Iteration 18Q (16930.020000 sec): 3 clusters
  Score: Raw -36941832.445008 + Penalty 4118.187566 = -36937714.257442
  nChanged 17
		SP:Iteration 19Q (16930.580000 sec): 3 clusters
  Score: Raw -36941843.020311 + Penalty 4118.187566 = -36937724.832745
  nChanged 11
		SP:Iteration 20F (16931.390000 sec): 3 clusters
  Score: Raw -36941849.815090 + Penalty 4118.187566 = -36937731.627525
  nChanged 6
		SP:Iteration 21Q (16931.950000 sec): 3 clusters
  Score: Raw -36941857.033354 + Penalty 4118.187566 = -36937738.845788
  nChanged 9
		SP:Iteration 22Q (16932.510000 sec): 3 clusters
  Score: Raw -36941861.557023 + Penalty 4118.187566 = -36937743.369457
  nChanged 4
		SP:Iteration 23Q (16933.070000 sec): 3 clusters
  Score: Raw -36941865.858078 + Penalty 4118.187566 = -36937747.670512
  nChanged 3
		SP:Iteration 24Q (16933.630000 sec): 3 clusters
  Score: Raw -36941867.452429 + Penalty 4118.187566 = -36937749.264863
  nChanged 3
		SP:Iteration 25Q (16934.190000 sec): 3 clusters
  Score: Raw -36941868.547190 + Penalty 4118.187566 = -36937750.359624
  nChanged 1
		SP:Iteration 26Q (16934.760000 sec): 3 clusters
  Score: Raw -36941869.192794 + Penalty 4118.187566 = -36937751.005228
  nChanged 0
		SP:Iteration 27F (16935.560000 sec): 3 clusters
  Score: Raw -36941869.192794 + Penalty 4118.187566 = -36937751.005228
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 85 (907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16935.700000 sec): 2 clusters
  Score: Raw -101090.234128 + Penalty 1106.648148 = -99983.585980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16935.710000 sec): 3 clusters
  Score: Raw -100793.775745 + Penalty 2213.296296 = -98580.479448
  nChanged 257
		SP:Iteration 1F (16935.710000 sec): 3 clusters
  Score: Raw -101043.341931 + Penalty 2213.296296 = -98830.045635
  nChanged 66
		SP:Iteration 2F (16935.710000 sec): 3 clusters
  Score: Raw -101126.687237 + Penalty 2213.296296 = -98913.390940
  nChanged 34
		SP:Iteration 3Q (16935.710000 sec): 3 clusters
  Score: Raw -101157.387871 + Penalty 2213.296296 = -98944.091575
  nChanged 15
		SP:Iteration 4Q (16935.710000 sec): 3 clusters
  Score: Raw -101173.542608 + Penalty 2213.296296 = -98960.246311
  nChanged 10
		SP:Iteration 5Q (16935.720000 sec): 3 clusters
  Score: Raw -101182.791887 + Penalty 2213.296296 = -98969.495591
  nChanged 9
		SP:Iteration 6Q (16935.720000 sec): 3 clusters
  Score: Raw -101193.317913 + Penalty 2213.296296 = -98980.021617
  nChanged 6
		SP:Iteration 7Q (16935.720000 sec): 3 clusters
  Score: Raw -101203.728383 + Penalty 2213.296296 = -98990.432087
  nChanged 4
		SP:Iteration 8Q (16935.730000 sec): 3 clusters
  Score: Raw -101205.742018 + Penalty 2213.296296 = -98992.445722
  nChanged 2
		SP:Iteration 9Q (16935.730000 sec): 3 clusters
  Score: Raw -101207.726575 + Penalty 2213.296296 = -98994.430278
  nChanged 4
		SP:Iteration 10Q (16935.730000 sec): 3 clusters
  Score: Raw -101210.489144 + Penalty 2213.296296 = -98997.192848
  nChanged 4
		SP:Iteration 11Q (16935.730000 sec): 3 clusters
  Score: Raw -101216.096531 + Penalty 2213.296296 = -99002.800235
  nChanged 6
		SP:Iteration 12Q (16935.730000 sec): 3 clusters
  Score: Raw -101222.858308 + Penalty 2213.296296 = -99009.562012
  nChanged 2
		SP:Iteration 13Q (16935.730000 sec): 3 clusters
  Score: Raw -101224.682286 + Penalty 2213.296296 = -99011.385989
  nChanged 3
		SP:Iteration 14Q (16935.740000 sec): 3 clusters
  Score: Raw -101226.943339 + Penalty 2213.296296 = -99013.647042
  nChanged 1
		SP:Iteration 15Q (16935.740000 sec): 3 clusters
  Score: Raw -101227.843097 + Penalty 2213.296296 = -99014.546801
  nChanged 1
		SP:Iteration 16Q (16935.740000 sec): 3 clusters
  Score: Raw -101228.714620 + Penalty 2213.296296 = -99015.418324
  nChanged 0
		SP:Iteration 17F (16935.750000 sec): 3 clusters
  Score: Raw -101228.714620 + Penalty 2213.296296 = -99015.418324
  nChanged 0
Iteration 339Q (16947.450000 sec): 87 clusters
  Score: Raw -173912175.240963 + Penalty 199225.923362 = -173712949.317602
  nChanged 148
Iteration 340F (17062.970000 sec): 87 clusters
  Score: Raw -173912396.564372 + Penalty 199225.923362 = -173713170.641010
  nChanged 246
Iteration 341Q (17074.710000 sec): 87 clusters
  Score: Raw -173912547.474572 + Penalty 199225.923362 = -173713321.551210
  nChanged 204
Iteration 342Q (17086.440000 sec): 87 clusters
  Score: Raw -173912627.250769 + Penalty 199225.923362 = -173713401.327407
  nChanged 179
Iteration 343Q (17098.200000 sec): 87 clusters
  Score: Raw -173912687.868663 + Penalty 199225.923362 = -173713461.945301
  nChanged 160
Iteration 344Q (17109.950000 sec): 87 clusters
  Score: Raw -173912750.868136 + Penalty 199225.923362 = -173713524.944774
  nChanged 184
Iteration 345Q (17121.630000 sec): 87 clusters
  Score: Raw -173912819.459113 + Penalty 199225.923362 = -173713593.535752
  nChanged 190
Iteration 346Q (17133.610000 sec): 87 clusters
  Score: Raw -173912875.398205 + Penalty 199225.923362 = -173713649.474843
  nChanged 168
Iteration 347Q (17145.320000 sec): 87 clusters
  Score: Raw -173912919.160102 + Penalty 199225.923362 = -173713693.236740
  nChanged 127
Iteration 348Q (17157.050000 sec): 87 clusters
  Score: Raw -173912949.043227 + Penalty 199225.923362 = -173713723.119866
  nChanged 105
Iteration 349Q (17168.790000 sec): 87 clusters
  Score: Raw -173912964.615607 + Penalty 199225.923362 = -173713738.692245
  nChanged 95
Iteration 350Q (17180.530000 sec): 87 clusters
  Score: Raw -173912976.458048 + Penalty 199225.923362 = -173713750.534686
  nChanged 92
Iteration 351Q (17192.250000 sec): 87 clusters
  Score: Raw -173912989.647811 + Penalty 199225.923362 = -173713763.724449
  nChanged 84
Iteration 352Q (17204.010000 sec): 87 clusters
  Score: Raw -173912998.199103 + Penalty 199225.923362 = -173713772.275742
  nChanged 74
Iteration 353Q (17215.600000 sec): 87 clusters
  Score: Raw -173913004.322242 + Penalty 199225.923362 = -173713778.398881
  nChanged 66
Iteration 354Q (17227.000000 sec): 87 clusters
  Score: Raw -173913013.268342 + Penalty 199225.923362 = -173713787.344980
  nChanged 60
Iteration 355Q (17238.510000 sec): 87 clusters
  Score: Raw -173913020.360439 + Penalty 199225.923362 = -173713794.437077
  nChanged 45
Iteration 356Q (17250.100000 sec): 87 clusters
  Score: Raw -173913024.592952 + Penalty 199225.923362 = -173713798.669590
  nChanged 35
Iteration 357Q (17261.690000 sec): 87 clusters
  Score: Raw -173913029.046715 + Penalty 199225.923362 = -173713803.123353
  nChanged 27
Iteration 358Q (17273.140000 sec): 87 clusters
  Score: Raw -173913032.906023 + Penalty 199225.923362 = -173713806.982662
  nChanged 25
Iteration 359Q (17284.600000 sec): 87 clusters
  Score: Raw -173913035.169756 + Penalty 199225.923362 = -173713809.246394
  nChanged 19
Iteration 360F (17396.040000 sec): 87 clusters
  Score: Raw -173913036.364042 + Penalty 199225.923362 = -173713810.440680
  nChanged 16
Iteration 361Q (17407.560000 sec): 87 clusters
  Score: Raw -173913036.922543 + Penalty 199225.923362 = -173713810.999181
  nChanged 18
Iteration 362Q (17419.020000 sec): 87 clusters
  Score: Raw -173913037.768359 + Penalty 199225.923362 = -173713811.844997
  nChanged 13
Iteration 363Q (17430.530000 sec): 87 clusters
  Score: Raw -173913038.620629 + Penalty 199225.923362 = -173713812.697267
  nChanged 14
Iteration 364Q (17442.010000 sec): 87 clusters
  Score: Raw -173913038.855732 + Penalty 199225.923362 = -173713812.932371
  nChanged 14
Iteration 365Q (17453.470000 sec): 87 clusters
  Score: Raw -173913039.266580 + Penalty 199225.923362 = -173713813.343218
  nChanged 12
Iteration 366Q (17464.870000 sec): 87 clusters
  Score: Raw -173913039.886035 + Penalty 199225.923362 = -173713813.962673
  nChanged 11
Iteration 367Q (17476.400000 sec): 87 clusters
  Score: Raw -173913040.330337 + Penalty 199225.923362 = -173713814.406975
  nChanged 9
Iteration 368Q (17487.950000 sec): 87 clusters
  Score: Raw -173913040.657135 + Penalty 199225.923362 = -173713814.733774
  nChanged 8
Iteration 369Q (17499.380000 sec): 87 clusters
  Score: Raw -173913040.718797 + Penalty 199225.923362 = -173713814.795436
  nChanged 5
Iteration 370Q (17510.800000 sec): 87 clusters
  Score: Raw -173913040.757990 + Penalty 199225.923362 = -173713814.834628
  nChanged 4
Iteration 371Q (17522.200000 sec): 87 clusters
  Score: Raw -173913040.789943 + Penalty 199225.923362 = -173713814.866581
  nChanged 1
Iteration 372Q (17533.660000 sec): 87 clusters
  Score: Raw -173913040.795729 + Penalty 199225.923362 = -173713814.872367
  nChanged 1
Iteration 373Q (17545.250000 sec): 87 clusters
  Score: Raw -173913040.799310 + Penalty 199225.923362 = -173713814.875949
  nChanged 2
Iteration 374Q (17556.670000 sec): 87 clusters
  Score: Raw -173913040.822880 + Penalty 199225.923362 = -173713814.899518
  nChanged 2
Iteration 375Q (17568.070000 sec): 87 clusters
  Score: Raw -173913040.835503 + Penalty 199225.923362 = -173713814.912141
  nChanged 1
Iteration 376Q (17579.480000 sec): 87 clusters
  Score: Raw -173913040.845789 + Penalty 199225.923362 = -173713814.922427
  nChanged 3
Iteration 377Q (17590.940000 sec): 87 clusters
  Score: Raw -173913040.937089 + Penalty 199225.923362 = -173713815.013727
  nChanged 1
Iteration 378Q (17602.340000 sec): 87 clusters
  Score: Raw -173913041.449321 + Penalty 199225.923362 = -173713815.525960
  nChanged 2
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173913041.449321 + Penalty 199225.923362 = -173713815.525960
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17602.550000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17602.550000 sec): 3 clusters
  Score: Raw -23955.818729 + Penalty 1737.809947 = -22218.008782
  nChanged 23
		SP:Iteration 1F (17602.550000 sec): 3 clusters
  Score: Raw -24020.524579 + Penalty 1737.809947 = -22282.714631
  nChanged 7
		SP:Iteration 2Q (17602.550000 sec): 3 clusters
  Score: Raw -24045.216682 + Penalty 1737.809947 = -22307.406735
  nChanged 3
		SP:Iteration 3Q (17602.550000 sec): 3 clusters
  Score: Raw -24056.545939 + Penalty 1737.809947 = -22318.735991
  nChanged 1
		SP:Iteration 4Q (17602.550000 sec): 3 clusters
  Score: Raw -24060.380750 + Penalty 1737.809947 = -22322.570802
  nChanged 0
		SP:Iteration 5F (17602.550000 sec): 3 clusters
  Score: Raw -24060.380750 + Penalty 1737.809947 = -22322.570802
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (4183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17602.570000 sec): 2 clusters
  Score: Raw -443120.098510 + Penalty 1355.052395 = -441765.046114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17602.580000 sec): 3 clusters
  Score: Raw -441018.511710 + Penalty 2710.104791 = -438308.406919
  nChanged 1665
		SP:Iteration 1F (17602.590000 sec): 3 clusters
  Score: Raw -442077.513970 + Penalty 2710.104791 = -439367.409179
  nChanged 392
		SP:Iteration 2F (17602.590000 sec): 3 clusters
  Score: Raw -442375.403293 + Penalty 2710.104791 = -439665.298502
  nChanged 275
		SP:Iteration 3F (17602.610000 sec): 3 clusters
  Score: Raw -442628.022855 + Penalty 2710.104791 = -439917.918065
  nChanged 257
		SP:Iteration 4F (17602.610000 sec): 3 clusters
  Score: Raw -442856.778786 + Penalty 2710.104791 = -440146.673995
  nChanged 198
		SP:Iteration 5Q (17602.630000 sec): 3 clusters
  Score: Raw -442984.687523 + Penalty 2710.104791 = -440274.582732
  nChanged 163
		SP:Iteration 6Q (17602.630000 sec): 3 clusters
  Score: Raw -443073.960233 + Penalty 2710.104791 = -440363.855443
  nChanged 114
		SP:Iteration 7Q (17602.640000 sec): 3 clusters
  Score: Raw -443132.600190 + Penalty 2710.104791 = -440422.495399
  nChanged 86
		SP:Iteration 8Q (17602.650000 sec): 3 clusters
  Score: Raw -443183.411719 + Penalty 2710.104791 = -440473.306928
  nChanged 79
		SP:Iteration 9Q (17602.660000 sec): 3 clusters
  Score: Raw -443218.298495 + Penalty 2710.104791 = -440508.193704
  nChanged 63
		SP:Iteration 10Q (17602.670000 sec): 3 clusters
  Score: Raw -443257.060458 + Penalty 2710.104791 = -440546.955668
  nChanged 75
		SP:Iteration 11Q (17602.680000 sec): 3 clusters
  Score: Raw -443300.736127 + Penalty 2710.104791 = -440590.631336
  nChanged 67
		SP:Iteration 12Q (17602.690000 sec): 3 clusters
  Score: Raw -443342.383068 + Penalty 2710.104791 = -440632.278277
  nChanged 63
		SP:Iteration 13Q (17602.700000 sec): 3 clusters
  Score: Raw -443382.819258 + Penalty 2710.104791 = -440672.714467
  nChanged 71
		SP:Iteration 14Q (17602.710000 sec): 3 clusters
  Score: Raw -443420.006270 + Penalty 2710.104791 = -440709.901480
  nChanged 58
		SP:Iteration 15Q (17602.720000 sec): 3 clusters
  Score: Raw -443447.880433 + Penalty 2710.104791 = -440737.775642
  nChanged 39
		SP:Iteration 16Q (17602.730000 sec): 3 clusters
  Score: Raw -443468.409074 + Penalty 2710.104791 = -440758.304284
  nChanged 40
		SP:Iteration 17Q (17602.740000 sec): 3 clusters
  Score: Raw -443488.998505 + Penalty 2710.104791 = -440778.893714
  nChanged 42
		SP:Iteration 18Q (17602.750000 sec): 3 clusters
  Score: Raw -443508.458976 + Penalty 2710.104791 = -440798.354186
  nChanged 42
		SP:Iteration 19Q (17602.750000 sec): 3 clusters
  Score: Raw -443527.442427 + Penalty 2710.104791 = -440817.337637
  nChanged 26
		SP:Iteration 20F (17602.770000 sec): 3 clusters
  Score: Raw -443537.246165 + Penalty 2710.104791 = -440827.141374
  nChanged 27
		SP:Iteration 21Q (17602.770000 sec): 3 clusters
  Score: Raw -443545.467695 + Penalty 2710.104791 = -440835.362905
  nChanged 16
		SP:Iteration 22Q (17602.780000 sec): 3 clusters
  Score: Raw -443550.884724 + Penalty 2710.104791 = -440840.779933
  nChanged 17
		SP:Iteration 23Q (17602.790000 sec): 3 clusters
  Score: Raw -443555.701772 + Penalty 2710.104791 = -440845.596981
  nChanged 18
		SP:Iteration 24Q (17602.800000 sec): 3 clusters
  Score: Raw -443565.019621 + Penalty 2710.104791 = -440854.914830
  nChanged 24
		SP:Iteration 25Q (17602.810000 sec): 3 clusters
  Score: Raw -443578.303549 + Penalty 2710.104791 = -440868.198758
  nChanged 30
		SP:Iteration 26Q (17602.820000 sec): 3 clusters
  Score: Raw -443593.601500 + Penalty 2710.104791 = -440883.496710
  nChanged 32
		SP:Iteration 27Q (17602.830000 sec): 3 clusters
  Score: Raw -443620.365002 + Penalty 2710.104791 = -440910.260211
  nChanged 54
		SP:Iteration 28Q (17602.840000 sec): 3 clusters
  Score: Raw -443670.966618 + Penalty 2710.104791 = -440960.861828
  nChanged 38
		SP:Iteration 29Q (17602.850000 sec): 3 clusters
  Score: Raw -443700.304500 + Penalty 2710.104791 = -440990.199709
  nChanged 34
		SP:Iteration 30Q (17602.850000 sec): 3 clusters
  Score: Raw -443718.485144 + Penalty 2710.104791 = -441008.380353
  nChanged 16
		SP:Iteration 31Q (17602.860000 sec): 3 clusters
  Score: Raw -443726.830898 + Penalty 2710.104791 = -441016.726107
  nChanged 18
		SP:Iteration 32Q (17602.870000 sec): 3 clusters
  Score: Raw -443732.089673 + Penalty 2710.104791 = -441021.984882
  nChanged 8
		SP:Iteration 33Q (17602.880000 sec): 3 clusters
  Score: Raw -443734.508446 + Penalty 2710.104791 = -441024.403655
  nChanged 6
		SP:Iteration 34Q (17602.890000 sec): 3 clusters
  Score: Raw -443736.442347 + Penalty 2710.104791 = -441026.337556
  nChanged 3
		SP:Iteration 35Q (17602.900000 sec): 3 clusters
  Score: Raw -443737.030778 + Penalty 2710.104791 = -441026.925987
  nChanged 3
		SP:Iteration 36Q (17602.910000 sec): 3 clusters
  Score: Raw -443737.782159 + Penalty 2710.104791 = -441027.677368
  nChanged 1
		SP:Iteration 37Q (17602.910000 sec): 3 clusters
  Score: Raw -443737.976961 + Penalty 2710.104791 = -441027.872170
  nChanged 1
		SP:Iteration 38Q (17602.920000 sec): 3 clusters
  Score: Raw -443738.291633 + Penalty 2710.104791 = -441028.186842
  nChanged 0
		SP:Iteration 39F (17602.930000 sec): 3 clusters
  Score: Raw -443738.291633 + Penalty 2710.104791 = -441028.186842
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (27406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17603.020000 sec): 2 clusters
  Score: Raw -2928163.088315 + Penalty 1660.509053 = -2926502.579263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17603.080000 sec): 3 clusters
  Score: Raw -2911487.992394 + Penalty 3321.018105 = -2908166.974289
  nChanged 12597
		SP:Iteration 1F (17603.150000 sec): 3 clusters
  Score: Raw -2918793.989508 + Penalty 3321.018105 = -2915472.971403
  nChanged 1686
		SP:Iteration 2F (17603.220000 sec): 3 clusters
  Score: Raw -2919635.598193 + Penalty 3321.018105 = -2916314.580088
  nChanged 1692
		SP:Iteration 3F (17603.280000 sec): 3 clusters
  Score: Raw -2920523.801061 + Penalty 3321.018105 = -2917202.782956
  nChanged 1627
		SP:Iteration 4F (17603.350000 sec): 3 clusters
  Score: Raw -2921345.236435 + Penalty 3321.018105 = -2918024.218330
  nChanged 1539
		SP:Iteration 5F (17603.420000 sec): 3 clusters
  Score: Raw -2922154.126099 + Penalty 3321.018105 = -2918833.107994
  nChanged 1487
		SP:Iteration 6F (17603.490000 sec): 3 clusters
  Score: Raw -2922969.634787 + Penalty 3321.018105 = -2919648.616682
  nChanged 1399
		SP:Iteration 7F (17603.550000 sec): 3 clusters
  Score: Raw -2923764.565554 + Penalty 3321.018105 = -2920443.547449
  nChanged 1198
		SP:Iteration 8Q (17603.620000 sec): 3 clusters
  Score: Raw -2924460.459214 + Penalty 3321.018105 = -2921139.441109
  nChanged 1118
		SP:Iteration 9Q (17603.680000 sec): 3 clusters
  Score: Raw -2925090.815169 + Penalty 3321.018105 = -2921769.797064
  nChanged 925
		SP:Iteration 10Q (17603.750000 sec): 3 clusters
  Score: Raw -2925573.134744 + Penalty 3321.018105 = -2922252.116639
  nChanged 777
		SP:Iteration 11Q (17603.810000 sec): 3 clusters
  Score: Raw -2925969.729036 + Penalty 3321.018105 = -2922648.710930
  nChanged 669
		SP:Iteration 12Q (17603.880000 sec): 3 clusters
  Score: Raw -2926283.359541 + Penalty 3321.018105 = -2922962.341435
  nChanged 612
		SP:Iteration 13Q (17603.940000 sec): 3 clusters
  Score: Raw -2926578.337808 + Penalty 3321.018105 = -2923257.319703
  nChanged 520
		SP:Iteration 14Q (17604.000000 sec): 3 clusters
  Score: Raw -2926809.719809 + Penalty 3321.018105 = -2923488.701704
  nChanged 475
		SP:Iteration 15Q (17604.060000 sec): 3 clusters
  Score: Raw -2927014.131278 + Penalty 3321.018105 = -2923693.113172
  nChanged 421
		SP:Iteration 16Q (17604.120000 sec): 3 clusters
  Score: Raw -2927181.219648 + Penalty 3321.018105 = -2923860.201543
  nChanged 392
		SP:Iteration 17Q (17604.180000 sec): 3 clusters
  Score: Raw -2927347.221607 + Penalty 3321.018105 = -2924026.203501
  nChanged 385
		SP:Iteration 18Q (17604.240000 sec): 3 clusters
  Score: Raw -2927527.242329 + Penalty 3321.018105 = -2924206.224224
  nChanged 359
		SP:Iteration 19Q (17604.290000 sec): 3 clusters
  Score: Raw -2927694.811747 + Penalty 3321.018105 = -2924373.793642
  nChanged 308
		SP:Iteration 20F (17604.360000 sec): 3 clusters
  Score: Raw -2927837.977717 + Penalty 3321.018105 = -2924516.959612
  nChanged 309
		SP:Iteration 21Q (17604.420000 sec): 3 clusters
  Score: Raw -2927995.267201 + Penalty 3321.018105 = -2924674.249096
  nChanged 282
		SP:Iteration 22Q (17604.470000 sec): 3 clusters
  Score: Raw -2928138.296262 + Penalty 3321.018105 = -2924817.278157
  nChanged 262
		SP:Iteration 23Q (17604.530000 sec): 3 clusters
  Score: Raw -2928268.363782 + Penalty 3321.018105 = -2924947.345677
  nChanged 253
		SP:Iteration 24Q (17604.580000 sec): 3 clusters
  Score: Raw -2928390.205869 + Penalty 3321.018105 = -2925069.187763
  nChanged 226
		SP:Iteration 25Q (17604.640000 sec): 3 clusters
  Score: Raw -2928486.863281 + Penalty 3321.018105 = -2925165.845176
  nChanged 215
		SP:Iteration 26Q (17604.690000 sec): 3 clusters
  Score: Raw -2928586.984509 + Penalty 3321.018105 = -2925265.966403
  nChanged 189
		SP:Iteration 27Q (17604.750000 sec): 3 clusters
  Score: Raw -2928665.474578 + Penalty 3321.018105 = -2925344.456473
  nChanged 155
		SP:Iteration 28Q (17604.800000 sec): 3 clusters
  Score: Raw -2928725.238389 + Penalty 3321.018105 = -2925404.220284
  nChanged 137
		SP:Iteration 29Q (17604.850000 sec): 3 clusters
  Score: Raw -2928779.286460 + Penalty 3321.018105 = -2925458.268355
  nChanged 133
		SP:Iteration 30Q (17604.900000 sec): 3 clusters
  Score: Raw -2928828.067882 + Penalty 3321.018105 = -2925507.049777
  nChanged 128
		SP:Iteration 31Q (17604.950000 sec): 3 clusters
  Score: Raw -2928870.664136 + Penalty 3321.018105 = -2925549.646031
  nChanged 115
		SP:Iteration 32Q (17605.010000 sec): 3 clusters
  Score: Raw -2928909.560289 + Penalty 3321.018105 = -2925588.542184
  nChanged 87
		SP:Iteration 33Q (17605.060000 sec): 3 clusters
  Score: Raw -2928942.871609 + Penalty 3321.018105 = -2925621.853504
  nChanged 93
		SP:Iteration 34Q (17605.110000 sec): 3 clusters
  Score: Raw -2928972.385158 + Penalty 3321.018105 = -2925651.367053
  nChanged 73
		SP:Iteration 35Q (17605.160000 sec): 3 clusters
  Score: Raw -2928991.269520 + Penalty 3321.018105 = -2925670.251415
  nChanged 68
		SP:Iteration 36Q (17605.210000 sec): 3 clusters
  Score: Raw -2929009.224425 + Penalty 3321.018105 = -2925688.206320
  nChanged 59
		SP:Iteration 37Q (17605.260000 sec): 3 clusters
  Score: Raw -2929028.972573 + Penalty 3321.018105 = -2925707.954468
  nChanged 71
		SP:Iteration 38Q (17605.310000 sec): 3 clusters
  Score: Raw -2929051.871157 + Penalty 3321.018105 = -2925730.853051
  nChanged 70
		SP:Iteration 39Q (17605.360000 sec): 3 clusters
  Score: Raw -2929078.481678 + Penalty 3321.018105 = -2925757.463573
  nChanged 66
		SP:Iteration 40F (17605.420000 sec): 3 clusters
  Score: Raw -2929110.679586 + Penalty 3321.018105 = -2925789.661481
  nChanged 82
		SP:Iteration 41Q (17605.470000 sec): 3 clusters
  Score: Raw -2929148.673933 + Penalty 3321.018105 = -2925827.655828
  nChanged 70
		SP:Iteration 42Q (17605.520000 sec): 3 clusters
  Score: Raw -2929176.406969 + Penalty 3321.018105 = -2925855.388864
  nChanged 74
		SP:Iteration 43Q (17605.570000 sec): 3 clusters
  Score: Raw -2929207.096277 + Penalty 3321.018105 = -2925886.078172
  nChanged 63
		SP:Iteration 44Q (17605.620000 sec): 3 clusters
  Score: Raw -2929234.102484 + Penalty 3321.018105 = -2925913.084379
  nChanged 69
		SP:Iteration 45Q (17605.670000 sec): 3 clusters
  Score: Raw -2929255.029211 + Penalty 3321.018105 = -2925934.011106
  nChanged 38
		SP:Iteration 46Q (17605.720000 sec): 3 clusters
  Score: Raw -2929266.500570 + Penalty 3321.018105 = -2925945.482465
  nChanged 35
		SP:Iteration 47Q (17605.770000 sec): 3 clusters
  Score: Raw -2929275.911590 + Penalty 3321.018105 = -2925954.893485
  nChanged 26
		SP:Iteration 48Q (17605.810000 sec): 3 clusters
  Score: Raw -2929283.039228 + Penalty 3321.018105 = -2925962.021123
  nChanged 30
		SP:Iteration 49Q (17605.860000 sec): 3 clusters
  Score: Raw -2929290.492410 + Penalty 3321.018105 = -2925969.474305
  nChanged 24
		SP:Iteration 50Q (17605.910000 sec): 3 clusters
  Score: Raw -2929296.423140 + Penalty 3321.018105 = -2925975.405035
  nChanged 29
		SP:Iteration 51Q (17605.960000 sec): 3 clusters
  Score: Raw -2929302.386406 + Penalty 3321.018105 = -2925981.368300
  nChanged 24
		SP:Iteration 52Q (17606.010000 sec): 3 clusters
  Score: Raw -2929307.923522 + Penalty 3321.018105 = -2925986.905417
  nChanged 16
		SP:Iteration 53Q (17606.060000 sec): 3 clusters
  Score: Raw -2929310.583482 + Penalty 3321.018105 = -2925989.565377
  nChanged 11
		SP:Iteration 54Q (17606.110000 sec): 3 clusters
  Score: Raw -2929312.590142 + Penalty 3321.018105 = -2925991.572037
  nChanged 11
		SP:Iteration 55Q (17606.150000 sec): 3 clusters
  Score: Raw -2929315.431167 + Penalty 3321.018105 = -2925994.413061
  nChanged 20
		SP:Iteration 56Q (17606.200000 sec): 3 clusters
  Score: Raw -2929320.067185 + Penalty 3321.018105 = -2925999.049080
  nChanged 22
		SP:Iteration 57Q (17606.250000 sec): 3 clusters
  Score: Raw -2929325.322463 + Penalty 3321.018105 = -2926004.304358
  nChanged 24
		SP:Iteration 58Q (17606.300000 sec): 3 clusters
  Score: Raw -2929330.524205 + Penalty 3321.018105 = -2926009.506100
  nChanged 22
		SP:Iteration 59Q (17606.350000 sec): 3 clusters
  Score: Raw -2929334.444619 + Penalty 3321.018105 = -2926013.426514
  nChanged 17
		SP:Iteration 60F (17606.410000 sec): 3 clusters
  Score: Raw -2929338.540299 + Penalty 3321.018105 = -2926017.522194
  nChanged 19
		SP:Iteration 61Q (17606.460000 sec): 3 clusters
  Score: Raw -2929342.949813 + Penalty 3321.018105 = -2926021.931708
  nChanged 18
		SP:Iteration 62Q (17606.510000 sec): 3 clusters
  Score: Raw -2929348.395681 + Penalty 3321.018105 = -2926027.377576
  nChanged 25
		SP:Iteration 63Q (17606.560000 sec): 3 clusters
  Score: Raw -2929355.510044 + Penalty 3321.018105 = -2926034.491939
  nChanged 32
		SP:Iteration 64Q (17606.610000 sec): 3 clusters
  Score: Raw -2929364.069560 + Penalty 3321.018105 = -2926043.051455
  nChanged 25
		SP:Iteration 65Q (17606.660000 sec): 3 clusters
  Score: Raw -2929369.218535 + Penalty 3321.018105 = -2926048.200430
  nChanged 15
		SP:Iteration 66Q (17606.710000 sec): 3 clusters
  Score: Raw -2929372.379608 + Penalty 3321.018105 = -2926051.361503
  nChanged 18
		SP:Iteration 67Q (17606.750000 sec): 3 clusters
  Score: Raw -2929375.599409 + Penalty 3321.018105 = -2926054.581304
  nChanged 15
		SP:Iteration 68Q (17606.800000 sec): 3 clusters
  Score: Raw -2929378.021929 + Penalty 3321.018105 = -2926057.003824
  nChanged 6
		SP:Iteration 69Q (17606.850000 sec): 3 clusters
  Score: Raw -2929378.941966 + Penalty 3321.018105 = -2926057.923860
  nChanged 4
		SP:Iteration 70Q (17606.900000 sec): 3 clusters
  Score: Raw -2929380.088079 + Penalty 3321.018105 = -2926059.069974
  nChanged 7
		SP:Iteration 71Q (17606.950000 sec): 3 clusters
  Score: Raw -2929380.963362 + Penalty 3321.018105 = -2926059.945257
  nChanged 4
		SP:Iteration 72Q (17607.000000 sec): 3 clusters
  Score: Raw -2929381.722889 + Penalty 3321.018105 = -2926060.704784
  nChanged 2
		SP:Iteration 73Q (17607.050000 sec): 3 clusters
  Score: Raw -2929382.325161 + Penalty 3321.018105 = -2926061.307056
  nChanged 3
		SP:Iteration 74Q (17607.090000 sec): 3 clusters
  Score: Raw -2929382.633766 + Penalty 3321.018105 = -2926061.615661
  nChanged 2
		SP:Iteration 75Q (17607.140000 sec): 3 clusters
  Score: Raw -2929382.852242 + Penalty 3321.018105 = -2926061.834136
  nChanged 4
		SP:Iteration 76Q (17607.190000 sec): 3 clusters
  Score: Raw -2929383.448920 + Penalty 3321.018105 = -2926062.430815
  nChanged 1
		SP:Iteration 77Q (17607.240000 sec): 3 clusters
  Score: Raw -2929383.589488 + Penalty 3321.018105 = -2926062.571383
  nChanged 1
		SP:Iteration 78Q (17607.290000 sec): 3 clusters
  Score: Raw -2929383.984997 + Penalty 3321.018105 = -2926062.966892
  nChanged 5
		SP:Iteration 79Q (17607.330000 sec): 3 clusters
  Score: Raw -2929385.112827 + Penalty 3321.018105 = -2926064.094722
  nChanged 11
		SP:Iteration 80F (17607.400000 sec): 3 clusters
  Score: Raw -2929387.311125 + Penalty 3321.018105 = -2926066.293020
  nChanged 9
		SP:Iteration 81Q (17607.450000 sec): 3 clusters
  Score: Raw -2929389.350711 + Penalty 3321.018105 = -2926068.332606
  nChanged 7
		SP:Iteration 82Q (17607.500000 sec): 3 clusters
  Score: Raw -2929390.688193 + Penalty 3321.018105 = -2926069.670088
  nChanged 3
		SP:Iteration 83Q (17607.550000 sec): 3 clusters
  Score: Raw -2929391.210870 + Penalty 3321.018105 = -2926070.192765
  nChanged 7
		SP:Iteration 84Q (17607.590000 sec): 3 clusters
  Score: Raw -2929392.101643 + Penalty 3321.018105 = -2926071.083538
  nChanged 9
		SP:Iteration 85Q (17607.640000 sec): 3 clusters
  Score: Raw -2929393.817851 + Penalty 3321.018105 = -2926072.799746
  nChanged 9
		SP:Iteration 86Q (17607.690000 sec): 3 clusters
  Score: Raw -2929395.402562 + Penalty 3321.018105 = -2926074.384457
  nChanged 8
		SP:Iteration 87Q (17607.740000 sec): 3 clusters
  Score: Raw -2929396.377279 + Penalty 3321.018105 = -2926075.359174
  nChanged 10
		SP:Iteration 88Q (17607.790000 sec): 3 clusters
  Score: Raw -2929398.517450 + Penalty 3321.018105 = -2926077.499345
  nChanged 9
		SP:Iteration 89Q (17607.840000 sec): 3 clusters
  Score: Raw -2929400.021559 + Penalty 3321.018105 = -2926079.003454
  nChanged 3
		SP:Iteration 90Q (17607.890000 sec): 3 clusters
  Score: Raw -2929400.533819 + Penalty 3321.018105 = -2926079.515714
  nChanged 2
		SP:Iteration 91Q (17607.930000 sec): 3 clusters
  Score: Raw -2929401.072676 + Penalty 3321.018105 = -2926080.054571
  nChanged 4
		SP:Iteration 92Q (17607.980000 sec): 3 clusters
  Score: Raw -2929401.786388 + Penalty 3321.018105 = -2926080.768283
  nChanged 6
		SP:Iteration 93Q (17608.030000 sec): 3 clusters
  Score: Raw -2929402.692720 + Penalty 3321.018105 = -2926081.674615
  nChanged 7
		SP:Iteration 94Q (17608.080000 sec): 3 clusters
  Score: Raw -2929404.053492 + Penalty 3321.018105 = -2926083.035387
  nChanged 8
		SP:Iteration 95Q (17608.130000 sec): 3 clusters
  Score: Raw -2929405.800858 + Penalty 3321.018105 = -2926084.782753
  nChanged 9
		SP:Iteration 96Q (17608.180000 sec): 3 clusters
  Score: Raw -2929407.424162 + Penalty 3321.018105 = -2926086.406056
  nChanged 8
		SP:Iteration 97Q (17608.230000 sec): 3 clusters
  Score: Raw -2929408.727539 + Penalty 3321.018105 = -2926087.709434
  nChanged 4
		SP:Iteration 98Q (17608.270000 sec): 3 clusters
  Score: Raw -2929409.602287 + Penalty 3321.018105 = -2926088.584182
  nChanged 9
		SP:Iteration 99Q (17608.320000 sec): 3 clusters
  Score: Raw -2929412.197274 + Penalty 3321.018105 = -2926091.179168
  nChanged 17
		SP:Iteration 100F (17608.390000 sec): 3 clusters
  Score: Raw -2929415.425495 + Penalty 3321.018105 = -2926094.407390
  nChanged 11
		SP:Iteration 101Q (17608.440000 sec): 3 clusters
  Score: Raw -2929417.154642 + Penalty 3321.018105 = -2926096.136537
  nChanged 7
		SP:Iteration 102Q (17608.490000 sec): 3 clusters
  Score: Raw -2929418.107708 + Penalty 3321.018105 = -2926097.089603
  nChanged 3
		SP:Iteration 103Q (17608.530000 sec): 3 clusters
  Score: Raw -2929418.677476 + Penalty 3321.018105 = -2926097.659371
  nChanged 1
		SP:Iteration 104Q (17608.580000 sec): 3 clusters
  Score: Raw -2929418.833164 + Penalty 3321.018105 = -2926097.815059
  nChanged 0
		SP:Iteration 105F (17608.650000 sec): 3 clusters
  Score: Raw -2929418.833164 + Penalty 3321.018105 = -2926097.815059
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17608.720000 sec): 2 clusters
  Score: Raw -3262329.116516 + Penalty 1663.295541 = -3260665.820975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17608.790000 sec): 3 clusters
  Score: Raw -3245176.214901 + Penalty 3326.591081 = -3241849.623820
  nChanged 12789
		SP:Iteration 1F (17608.850000 sec): 3 clusters
  Score: Raw -3252214.376119 + Penalty 3326.591081 = -3248887.785038
  nChanged 1358
		SP:Iteration 2Q (17608.920000 sec): 3 clusters
  Score: Raw -3252730.339054 + Penalty 3326.591081 = -3249403.747973
  nChanged 1478
		SP:Iteration 3F (17608.990000 sec): 3 clusters
  Score: Raw -3253424.370220 + Penalty 3326.591081 = -3250097.779139
  nChanged 1675
		SP:Iteration 4F (17609.060000 sec): 3 clusters
  Score: Raw -3254401.879690 + Penalty 3326.591081 = -3251075.288609
  nChanged 1858
		SP:Iteration 5F (17609.130000 sec): 3 clusters
  Score: Raw -3255654.167607 + Penalty 3326.591081 = -3252327.576526
  nChanged 1907
		SP:Iteration 6F (17609.190000 sec): 3 clusters
  Score: Raw -3256959.154147 + Penalty 3326.591081 = -3253632.563066
  nChanged 1707
		SP:Iteration 7F (17609.260000 sec): 3 clusters
  Score: Raw -3258133.247471 + Penalty 3326.591081 = -3254806.656390
  nChanged 1478
		SP:Iteration 8F (17609.330000 sec): 3 clusters
  Score: Raw -3259158.671327 + Penalty 3326.591081 = -3255832.080246
  nChanged 1264
		SP:Iteration 9Q (17609.390000 sec): 3 clusters
  Score: Raw -3260092.717073 + Penalty 3326.591081 = -3256766.125992
  nChanged 1066
		SP:Iteration 10Q (17609.460000 sec): 3 clusters
  Score: Raw -3260912.665547 + Penalty 3326.591081 = -3257586.074466
  nChanged 768
		SP:Iteration 11Q (17609.520000 sec): 3 clusters
  Score: Raw -3261547.393274 + Penalty 3326.591081 = -3258220.802193
  nChanged 537
		SP:Iteration 12Q (17609.590000 sec): 3 clusters
  Score: Raw -3261993.298708 + Penalty 3326.591081 = -3258666.707627
  nChanged 281
		SP:Iteration 13Q (17609.640000 sec): 3 clusters
  Score: Raw -3262222.594374 + Penalty 3326.591081 = -3258896.003293
  nChanged 145
		SP:Iteration 14Q (17609.700000 sec): 3 clusters
  Score: Raw -3262349.515263 + Penalty 3326.591081 = -3259022.924181
  nChanged 88
		SP:Iteration 15Q (17609.750000 sec): 3 clusters
  Score: Raw -3262438.045900 + Penalty 3326.591081 = -3259111.454819
  nChanged 63
		SP:Iteration 16Q (17609.800000 sec): 3 clusters
  Score: Raw -3262499.072276 + Penalty 3326.591081 = -3259172.481195
  nChanged 31
		SP:Iteration 17Q (17609.850000 sec): 3 clusters
  Score: Raw -3262534.957126 + Penalty 3326.591081 = -3259208.366045
  nChanged 19
		SP:Iteration 18Q (17609.900000 sec): 3 clusters
  Score: Raw -3262552.038946 + Penalty 3326.591081 = -3259225.447865
  nChanged 8
		SP:Iteration 19Q (17609.950000 sec): 3 clusters
  Score: Raw -3262560.118939 + Penalty 3326.591081 = -3259233.527858
  nChanged 11
		SP:Iteration 20F (17610.010000 sec): 3 clusters
  Score: Raw -3262569.821880 + Penalty 3326.591081 = -3259243.230799
  nChanged 1
		SP:Iteration 21Q (17610.060000 sec): 3 clusters
  Score: Raw -3262570.771035 + Penalty 3326.591081 = -3259244.179954
  nChanged 3
		SP:Iteration 22Q (17610.110000 sec): 3 clusters
  Score: Raw -3262573.858144 + Penalty 3326.591081 = -3259247.267063
  nChanged 2
		SP:Iteration 23Q (17610.160000 sec): 3 clusters
  Score: Raw -3262575.942991 + Penalty 3326.591081 = -3259249.351910
  nChanged 3
		SP:Iteration 24Q (17610.210000 sec): 3 clusters
  Score: Raw -3262578.034067 + Penalty 3326.591081 = -3259251.442986
  nChanged 2
		SP:Iteration 25Q (17610.250000 sec): 3 clusters
  Score: Raw -3262580.751056 + Penalty 3326.591081 = -3259254.159975
  nChanged 5
		SP:Iteration 26Q (17610.300000 sec): 3 clusters
  Score: Raw -3262585.064586 + Penalty 3326.591081 = -3259258.473504
  nChanged 3
		SP:Iteration 27Q (17610.350000 sec): 3 clusters
  Score: Raw -3262587.923431 + Penalty 3326.591081 = -3259261.332350
  nChanged 1
		SP:Iteration 28Q (17610.400000 sec): 3 clusters
  Score: Raw -3262588.425630 + Penalty 3326.591081 = -3259261.834549
  nChanged 1
		SP:Iteration 29Q (17610.450000 sec): 3 clusters
  Score: Raw -3262589.130564 + Penalty 3326.591081 = -3259262.539483
  nChanged 0
		SP:Iteration 30F (17610.510000 sec): 3 clusters
  Score: Raw -3262589.130564 + Penalty 3326.591081 = -3259262.539483
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (11030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17610.550000 sec): 2 clusters
  Score: Raw -1275698.766509 + Penalty 1512.610793 = -1274186.155716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17610.580000 sec): 3 clusters
  Score: Raw -1269352.192556 + Penalty 3025.221586 = -1266326.970969
  nChanged 4804
		SP:Iteration 1F (17610.600000 sec): 3 clusters
  Score: Raw -1271925.989717 + Penalty 3025.221586 = -1268900.768131
  nChanged 587
		SP:Iteration 2F (17610.630000 sec): 3 clusters
  Score: Raw -1272143.692164 + Penalty 3025.221586 = -1269118.470578
  nChanged 500
		SP:Iteration 3Q (17610.650000 sec): 3 clusters
  Score: Raw -1272306.012484 + Penalty 3025.221586 = -1269280.790898
  nChanged 432
		SP:Iteration 4Q (17610.680000 sec): 3 clusters
  Score: Raw -1272440.906033 + Penalty 3025.221586 = -1269415.684447
  nChanged 350
		SP:Iteration 5Q (17610.710000 sec): 3 clusters
  Score: Raw -1272544.718063 + Penalty 3025.221586 = -1269519.496477
  nChanged 335
		SP:Iteration 6Q (17610.730000 sec): 3 clusters
  Score: Raw -1272658.153587 + Penalty 3025.221586 = -1269632.932001
  nChanged 369
		SP:Iteration 7Q (17610.760000 sec): 3 clusters
  Score: Raw -1272797.644202 + Penalty 3025.221586 = -1269772.422616
  nChanged 390
		SP:Iteration 8Q (17610.780000 sec): 3 clusters
  Score: Raw -1272958.966460 + Penalty 3025.221586 = -1269933.744874
  nChanged 431
		SP:Iteration 9Q (17610.810000 sec): 3 clusters
  Score: Raw -1273182.520146 + Penalty 3025.221586 = -1270157.298560
  nChanged 502
		SP:Iteration 10Q (17610.830000 sec): 3 clusters
  Score: Raw -1273470.744557 + Penalty 3025.221586 = -1270445.522971
  nChanged 531
		SP:Iteration 11Q (17610.860000 sec): 3 clusters
  Score: Raw -1273820.305686 + Penalty 3025.221586 = -1270795.084100
  nChanged 601
		SP:Iteration 12F (17610.890000 sec): 3 clusters
  Score: Raw -1274249.357794 + Penalty 3025.221586 = -1271224.136207
  nChanged 558
		SP:Iteration 13F (17610.910000 sec): 3 clusters
  Score: Raw -1274675.438628 + Penalty 3025.221586 = -1271650.217041
  nChanged 489
		SP:Iteration 14Q (17610.940000 sec): 3 clusters
  Score: Raw -1275083.064601 + Penalty 3025.221586 = -1272057.843014
  nChanged 358
		SP:Iteration 15Q (17610.960000 sec): 3 clusters
  Score: Raw -1275380.597746 + Penalty 3025.221586 = -1272355.376160
  nChanged 224
		SP:Iteration 16Q (17610.990000 sec): 3 clusters
  Score: Raw -1275564.582487 + Penalty 3025.221586 = -1272539.360901
  nChanged 126
		SP:Iteration 17Q (17611.010000 sec): 3 clusters
  Score: Raw -1275672.285718 + Penalty 3025.221586 = -1272647.064132
  nChanged 83
		SP:Iteration 18Q (17611.030000 sec): 3 clusters
  Score: Raw -1275744.840346 + Penalty 3025.221586 = -1272719.618760
  nChanged 41
		SP:Iteration 19Q (17611.050000 sec): 3 clusters
  Score: Raw -1275781.459673 + Penalty 3025.221586 = -1272756.238086
  nChanged 33
		SP:Iteration 20F (17611.080000 sec): 3 clusters
  Score: Raw -1275816.692637 + Penalty 3025.221586 = -1272791.471050
  nChanged 19
		SP:Iteration 21Q (17611.100000 sec): 3 clusters
  Score: Raw -1275836.288937 + Penalty 3025.221586 = -1272811.067351
  nChanged 18
		SP:Iteration 22Q (17611.120000 sec): 3 clusters
  Score: Raw -1275857.549789 + Penalty 3025.221586 = -1272832.328203
  nChanged 10
		SP:Iteration 23Q (17611.140000 sec): 3 clusters
  Score: Raw -1275868.330625 + Penalty 3025.221586 = -1272843.109039
  nChanged 15
		SP:Iteration 24Q (17611.160000 sec): 3 clusters
  Score: Raw -1275881.678770 + Penalty 3025.221586 = -1272856.457184
  nChanged 5
		SP:Iteration 25Q (17611.170000 sec): 3 clusters
  Score: Raw -1275886.094093 + Penalty 3025.221586 = -1272860.872506
  nChanged 1
		SP:Iteration 26Q (17611.190000 sec): 3 clusters
  Score: Raw -1275887.133892 + Penalty 3025.221586 = -1272861.912306
  nChanged 2
		SP:Iteration 27Q (17611.210000 sec): 3 clusters
  Score: Raw -1275887.882306 + Penalty 3025.221586 = -1272862.660720
  nChanged 0
		SP:Iteration 28F (17611.240000 sec): 3 clusters
  Score: Raw -1275887.882306 + Penalty 3025.221586 = -1272862.660720
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17611.250000 sec): 2 clusters
  Score: Raw -345327.745760 + Penalty 1310.911719 = -344016.834041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17611.260000 sec): 3 clusters
  Score: Raw -343823.961661 + Penalty 2621.823438 = -341202.138223
  nChanged 1228
		SP:Iteration 1F (17611.270000 sec): 3 clusters
  Score: Raw -344545.493654 + Penalty 2621.823438 = -341923.670216
  nChanged 260
		SP:Iteration 2F (17611.280000 sec): 3 clusters
  Score: Raw -344769.008116 + Penalty 2621.823438 = -342147.184678
  nChanged 236
		SP:Iteration 3F (17611.290000 sec): 3 clusters
  Score: Raw -345014.384668 + Penalty 2621.823438 = -342392.561230
  nChanged 217
		SP:Iteration 4F (17611.290000 sec): 3 clusters
  Score: Raw -345212.767143 + Penalty 2621.823438 = -342590.943705
  nChanged 160
		SP:Iteration 5F (17611.300000 sec): 3 clusters
  Score: Raw -345337.147181 + Penalty 2621.823438 = -342715.323743
  nChanged 133
		SP:Iteration 6Q (17611.310000 sec): 3 clusters
  Score: Raw -345455.379497 + Penalty 2621.823438 = -342833.556059
  nChanged 138
		SP:Iteration 7Q (17611.310000 sec): 3 clusters
  Score: Raw -345563.028026 + Penalty 2621.823438 = -342941.204588
  nChanged 117
		SP:Iteration 8Q (17611.320000 sec): 3 clusters
  Score: Raw -345665.918986 + Penalty 2621.823438 = -343044.095548
  nChanged 99
		SP:Iteration 9Q (17611.330000 sec): 3 clusters
  Score: Raw -345734.033031 + Penalty 2621.823438 = -343112.209593
  nChanged 73
		SP:Iteration 10Q (17611.330000 sec): 3 clusters
  Score: Raw -345788.666716 + Penalty 2621.823438 = -343166.843278
  nChanged 63
		SP:Iteration 11Q (17611.340000 sec): 3 clusters
  Score: Raw -345840.445210 + Penalty 2621.823438 = -343218.621772
  nChanged 65
		SP:Iteration 12Q (17611.350000 sec): 3 clusters
  Score: Raw -345891.445443 + Penalty 2621.823438 = -343269.622005
  nChanged 63
		SP:Iteration 13Q (17611.360000 sec): 3 clusters
  Score: Raw -345941.956965 + Penalty 2621.823438 = -343320.133527
  nChanged 52
		SP:Iteration 14Q (17611.360000 sec): 3 clusters
  Score: Raw -345982.802065 + Penalty 2621.823438 = -343360.978627
  nChanged 35
		SP:Iteration 15Q (17611.370000 sec): 3 clusters
  Score: Raw -346002.988513 + Penalty 2621.823438 = -343381.165075
  nChanged 20
		SP:Iteration 16Q (17611.380000 sec): 3 clusters
  Score: Raw -346012.832751 + Penalty 2621.823438 = -343391.009313
  nChanged 14
		SP:Iteration 17Q (17611.380000 sec): 3 clusters
  Score: Raw -346018.952841 + Penalty 2621.823438 = -343397.129403
  nChanged 7
		SP:Iteration 18Q (17611.390000 sec): 3 clusters
  Score: Raw -346021.724542 + Penalty 2621.823438 = -343399.901104
  nChanged 5
		SP:Iteration 19Q (17611.400000 sec): 3 clusters
  Score: Raw -346023.503045 + Penalty 2621.823438 = -343401.679607
  nChanged 3
		SP:Iteration 20F (17611.400000 sec): 3 clusters
  Score: Raw -346024.759160 + Penalty 2621.823438 = -343402.935722
  nChanged 5
		SP:Iteration 21Q (17611.410000 sec): 3 clusters
  Score: Raw -346028.253936 + Penalty 2621.823438 = -343406.430498
  nChanged 5
		SP:Iteration 22Q (17611.420000 sec): 3 clusters
  Score: Raw -346030.664313 + Penalty 2621.823438 = -343408.840875
  nChanged 7
		SP:Iteration 23Q (17611.420000 sec): 3 clusters
  Score: Raw -346033.284824 + Penalty 2621.823438 = -343411.461386
  nChanged 8
		SP:Iteration 24Q (17611.430000 sec): 3 clusters
  Score: Raw -346035.716319 + Penalty 2621.823438 = -343413.892881
  nChanged 7
		SP:Iteration 25Q (17611.440000 sec): 3 clusters
  Score: Raw -346038.245184 + Penalty 2621.823438 = -343416.421746
  nChanged 4
		SP:Iteration 26Q (17611.450000 sec): 3 clusters
  Score: Raw -346039.150938 + Penalty 2621.823438 = -343417.327500
  nChanged 1
		SP:Iteration 27Q (17611.450000 sec): 3 clusters
  Score: Raw -346039.235560 + Penalty 2621.823438 = -343417.412122
  nChanged 0
		SP:Iteration 28F (17611.460000 sec): 3 clusters
  Score: Raw -346039.235560 + Penalty 2621.823438 = -343417.412122
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (7948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17611.480000 sec): 2 clusters
  Score: Raw -852973.075180 + Penalty 1459.359786 = -851513.715395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17611.500000 sec): 3 clusters
  Score: Raw -848595.694524 + Penalty 2918.719571 = -845676.974953
  nChanged 3343
		SP:Iteration 1F (17611.520000 sec): 3 clusters
  Score: Raw -850690.468774 + Penalty 2918.719571 = -847771.749203
  nChanged 682
		SP:Iteration 2F (17611.540000 sec): 3 clusters
  Score: Raw -851271.256507 + Penalty 2918.719571 = -848352.536936
  nChanged 652
		SP:Iteration 3F (17611.560000 sec): 3 clusters
  Score: Raw -851966.545367 + Penalty 2918.719571 = -849047.825796
  nChanged 634
		SP:Iteration 4F (17611.580000 sec): 3 clusters
  Score: Raw -852676.749290 + Penalty 2918.719571 = -849758.029719
  nChanged 561
		SP:Iteration 5F (17611.590000 sec): 3 clusters
  Score: Raw -853190.755595 + Penalty 2918.719571 = -850272.036023
  nChanged 400
		SP:Iteration 6F (17611.610000 sec): 3 clusters
  Score: Raw -853511.235083 + Penalty 2918.719571 = -850592.515512
  nChanged 290
		SP:Iteration 7Q (17611.630000 sec): 3 clusters
  Score: Raw -853660.369384 + Penalty 2918.719571 = -850741.649813
  nChanged 194
		SP:Iteration 8Q (17611.650000 sec): 3 clusters
  Score: Raw -853735.093890 + Penalty 2918.719571 = -850816.374319
  nChanged 121
		SP:Iteration 9Q (17611.670000 sec): 3 clusters
  Score: Raw -853770.077281 + Penalty 2918.719571 = -850851.357710
  nChanged 61
		SP:Iteration 10Q (17611.690000 sec): 3 clusters
  Score: Raw -853782.245390 + Penalty 2918.719571 = -850863.525819
  nChanged 35
		SP:Iteration 11Q (17611.700000 sec): 3 clusters
  Score: Raw -853789.210308 + Penalty 2918.719571 = -850870.490736
  nChanged 21
		SP:Iteration 12Q (17611.720000 sec): 3 clusters
  Score: Raw -853792.260611 + Penalty 2918.719571 = -850873.541040
  nChanged 17
		SP:Iteration 13Q (17611.740000 sec): 3 clusters
  Score: Raw -853794.175900 + Penalty 2918.719571 = -850875.456329
  nChanged 11
		SP:Iteration 14Q (17611.750000 sec): 3 clusters
  Score: Raw -853795.393713 + Penalty 2918.719571 = -850876.674142
  nChanged 7
		SP:Iteration 15Q (17611.770000 sec): 3 clusters
  Score: Raw -853796.370381 + Penalty 2918.719571 = -850877.650810
  nChanged 5
		SP:Iteration 16Q (17611.790000 sec): 3 clusters
  Score: Raw -853797.515867 + Penalty 2918.719571 = -850878.796296
  nChanged 5
		SP:Iteration 17Q (17611.810000 sec): 3 clusters
  Score: Raw -853798.331212 + Penalty 2918.719571 = -850879.611641
  nChanged 5
		SP:Iteration 18Q (17611.830000 sec): 3 clusters
  Score: Raw -853799.609476 + Penalty 2918.719571 = -850880.889905
  nChanged 8
		SP:Iteration 19Q (17611.840000 sec): 3 clusters
  Score: Raw -853801.185915 + Penalty 2918.719571 = -850882.466344
  nChanged 10
		SP:Iteration 20F (17611.860000 sec): 3 clusters
  Score: Raw -853802.629268 + Penalty 2918.719571 = -850883.909696
  nChanged 11
		SP:Iteration 21Q (17611.880000 sec): 3 clusters
  Score: Raw -853804.623420 + Penalty 2918.719571 = -850885.903849
  nChanged 8
		SP:Iteration 22Q (17611.900000 sec): 3 clusters
  Score: Raw -853806.038966 + Penalty 2918.719571 = -850887.319395
  nChanged 6
		SP:Iteration 23Q (17611.910000 sec): 3 clusters
  Score: Raw -853806.958968 + Penalty 2918.719571 = -850888.239397
  nChanged 9
		SP:Iteration 24Q (17611.930000 sec): 3 clusters
  Score: Raw -853808.352521 + Penalty 2918.719571 = -850889.632949
  nChanged 8
		SP:Iteration 25Q (17611.950000 sec): 3 clusters
  Score: Raw -853809.799635 + Penalty 2918.719571 = -850891.080064
  nChanged 11
		SP:Iteration 26Q (17611.970000 sec): 3 clusters
  Score: Raw -853811.513338 + Penalty 2918.719571 = -850892.793767
  nChanged 7
		SP:Iteration 27Q (17611.990000 sec): 3 clusters
  Score: Raw -853812.559414 + Penalty 2918.719571 = -850893.839843
  nChanged 4
		SP:Iteration 28Q (17612.000000 sec): 3 clusters
  Score: Raw -853813.061043 + Penalty 2918.719571 = -850894.341472
  nChanged 3
		SP:Iteration 29Q (17612.020000 sec): 3 clusters
  Score: Raw -853813.437454 + Penalty 2918.719571 = -850894.717883
  nChanged 5
		SP:Iteration 30Q (17612.040000 sec): 3 clusters
  Score: Raw -853814.258207 + Penalty 2918.719571 = -850895.538636
  nChanged 4
		SP:Iteration 31Q (17612.050000 sec): 3 clusters
  Score: Raw -853814.786075 + Penalty 2918.719571 = -850896.066504
  nChanged 4
		SP:Iteration 32Q (17612.070000 sec): 3 clusters
  Score: Raw -853815.185520 + Penalty 2918.719571 = -850896.465949
  nChanged 4
		SP:Iteration 33Q (17612.090000 sec): 3 clusters
  Score: Raw -853815.558779 + Penalty 2918.719571 = -850896.839208
  nChanged 3
		SP:Iteration 34Q (17612.110000 sec): 3 clusters
  Score: Raw -853815.922917 + Penalty 2918.719571 = -850897.203346
  nChanged 0
		SP:Iteration 35F (17612.130000 sec): 3 clusters
  Score: Raw -853815.922917 + Penalty 2918.719571 = -850897.203346
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17612.240000 sec): 2 clusters
  Score: Raw -4893406.851013 + Penalty 1727.374508 = -4891679.476504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17612.340000 sec): 3 clusters
  Score: Raw -4867469.099538 + Penalty 3454.749016 = -4864014.350522
  nChanged 19258
		SP:Iteration 1F (17612.440000 sec): 3 clusters
  Score: Raw -4878288.526701 + Penalty 3454.749016 = -4874833.777685
  nChanged 1664
		SP:Iteration 2Q (17612.550000 sec): 3 clusters
  Score: Raw -4878802.277667 + Penalty 3454.749016 = -4875347.528651
  nChanged 1694
		SP:Iteration 3Q (17612.650000 sec): 3 clusters
  Score: Raw -4879397.549998 + Penalty 3454.749016 = -4875942.800982
  nChanged 1785
		SP:Iteration 4Q (17612.750000 sec): 3 clusters
  Score: Raw -4880139.282649 + Penalty 3454.749016 = -4876684.533632
  nChanged 1865
		SP:Iteration 5Q (17612.860000 sec): 3 clusters
  Score: Raw -4881065.022526 + Penalty 3454.749016 = -4877610.273510
  nChanged 2008
		SP:Iteration 6Q (17612.960000 sec): 3 clusters
  Score: Raw -4882196.244921 + Penalty 3454.749016 = -4878741.495905
  nChanged 2146
		SP:Iteration 7F (17613.060000 sec): 3 clusters
  Score: Raw -4883447.973930 + Penalty 3454.749016 = -4879993.224914
  nChanged 2173
		SP:Iteration 8F (17613.170000 sec): 3 clusters
  Score: Raw -4884793.576732 + Penalty 3454.749016 = -4881338.827716
  nChanged 2233
		SP:Iteration 9F (17613.270000 sec): 3 clusters
  Score: Raw -4886278.381850 + Penalty 3454.749016 = -4882823.632834
  nChanged 2324
		SP:Iteration 10F (17613.360000 sec): 3 clusters
  Score: Raw -4887860.682686 + Penalty 3454.749016 = -4884405.933670
  nChanged 2150
		SP:Iteration 11F (17613.470000 sec): 3 clusters
  Score: Raw -4889354.497105 + Penalty 3454.749016 = -4885899.748089
  nChanged 1914
		SP:Iteration 12Q (17613.560000 sec): 3 clusters
  Score: Raw -4890721.544734 + Penalty 3454.749016 = -4887266.795718
  nChanged 1496
		SP:Iteration 13Q (17613.650000 sec): 3 clusters
  Score: Raw -4891790.423315 + Penalty 3454.749016 = -4888335.674299
  nChanged 1035
		SP:Iteration 14Q (17613.740000 sec): 3 clusters
  Score: Raw -4892520.039287 + Penalty 3454.749016 = -4889065.290271
  nChanged 644
		SP:Iteration 15Q (17613.820000 sec): 3 clusters
  Score: Raw -4892954.460707 + Penalty 3454.749016 = -4889499.711691
  nChanged 375
		SP:Iteration 16Q (17613.890000 sec): 3 clusters
  Score: Raw -4893189.238715 + Penalty 3454.749016 = -4889734.489699
  nChanged 235
		SP:Iteration 17Q (17613.970000 sec): 3 clusters
  Score: Raw -4893348.379587 + Penalty 3454.749016 = -4889893.630571
  nChanged 150
		SP:Iteration 18Q (17614.050000 sec): 3 clusters
  Score: Raw -4893447.022448 + Penalty 3454.749016 = -4889992.273431
  nChanged 96
		SP:Iteration 19Q (17614.120000 sec): 3 clusters
  Score: Raw -4893514.777279 + Penalty 3454.749016 = -4890060.028263
  nChanged 68
		SP:Iteration 20F (17614.220000 sec): 3 clusters
  Score: Raw -4893560.312584 + Penalty 3454.749016 = -4890105.563568
  nChanged 46
		SP:Iteration 21Q (17614.290000 sec): 3 clusters
  Score: Raw -4893585.984183 + Penalty 3454.749016 = -4890131.235167
  nChanged 29
		SP:Iteration 22Q (17614.360000 sec): 3 clusters
  Score: Raw -4893600.754023 + Penalty 3454.749016 = -4890146.005007
  nChanged 21
		SP:Iteration 23Q (17614.430000 sec): 3 clusters
  Score: Raw -4893613.805266 + Penalty 3454.749016 = -4890159.056250
  nChanged 16
		SP:Iteration 24Q (17614.500000 sec): 3 clusters
  Score: Raw -4893622.820582 + Penalty 3454.749016 = -4890168.071566
  nChanged 9
		SP:Iteration 25Q (17614.570000 sec): 3 clusters
  Score: Raw -4893626.745596 + Penalty 3454.749016 = -4890171.996580
  nChanged 6
		SP:Iteration 26Q (17614.640000 sec): 3 clusters
  Score: Raw -4893630.471860 + Penalty 3454.749016 = -4890175.722844
  nChanged 10
		SP:Iteration 27Q (17614.710000 sec): 3 clusters
  Score: Raw -4893639.182811 + Penalty 3454.749016 = -4890184.433795
  nChanged 6
		SP:Iteration 28Q (17614.790000 sec): 3 clusters
  Score: Raw -4893644.347850 + Penalty 3454.749016 = -4890189.598834
  nChanged 8
		SP:Iteration 29Q (17614.860000 sec): 3 clusters
  Score: Raw -4893651.114004 + Penalty 3454.749016 = -4890196.364988
  nChanged 7
		SP:Iteration 30Q (17614.930000 sec): 3 clusters
  Score: Raw -4893657.778003 + Penalty 3454.749016 = -4890203.028987
  nChanged 13
		SP:Iteration 31Q (17615.000000 sec): 3 clusters
  Score: Raw -4893668.561221 + Penalty 3454.749016 = -4890213.812205
  nChanged 8
		SP:Iteration 32Q (17615.070000 sec): 3 clusters
  Score: Raw -4893673.460936 + Penalty 3454.749016 = -4890218.711920
  nChanged 6
		SP:Iteration 33Q (17615.140000 sec): 3 clusters
  Score: Raw -4893676.245701 + Penalty 3454.749016 = -4890221.496685
  nChanged 4
		SP:Iteration 34Q (17615.210000 sec): 3 clusters
  Score: Raw -4893678.483489 + Penalty 3454.749016 = -4890223.734473
  nChanged 1
		SP:Iteration 35Q (17615.280000 sec): 3 clusters
  Score: Raw -4893679.806881 + Penalty 3454.749016 = -4890225.057865
  nChanged 1
		SP:Iteration 36Q (17615.350000 sec): 3 clusters
  Score: Raw -4893680.306427 + Penalty 3454.749016 = -4890225.557411
  nChanged 2
		SP:Iteration 37Q (17615.420000 sec): 3 clusters
  Score: Raw -4893681.373854 + Penalty 3454.749016 = -4890226.624838
  nChanged 3
		SP:Iteration 38Q (17615.490000 sec): 3 clusters
  Score: Raw -4893683.113878 + Penalty 3454.749016 = -4890228.364862
  nChanged 0
		SP:Iteration 39F (17615.590000 sec): 3 clusters
  Score: Raw -4893683.113878 + Penalty 3454.749016 = -4890228.364862
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17615.610000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17615.610000 sec): 3 clusters
  Score: Raw -95465.788328 + Penalty 2187.192823 = -93278.595505
  nChanged 220
		SP:Iteration 1F (17615.620000 sec): 3 clusters
  Score: Raw -95685.356522 + Penalty 2187.192823 = -93498.163699
  nChanged 61
		SP:Iteration 2F (17615.620000 sec): 3 clusters
  Score: Raw -95767.770502 + Penalty 2187.192823 = -93580.577679
  nChanged 31
		SP:Iteration 3Q (17615.620000 sec): 3 clusters
  Score: Raw -95817.082951 + Penalty 2187.192823 = -93629.890128
  nChanged 24
		SP:Iteration 4Q (17615.620000 sec): 3 clusters
  Score: Raw -95849.000823 + Penalty 2187.192823 = -93661.808000
  nChanged 9
		SP:Iteration 5Q (17615.630000 sec): 3 clusters
  Score: Raw -95860.644932 + Penalty 2187.192823 = -93673.452109
  nChanged 10
		SP:Iteration 6Q (17615.630000 sec): 3 clusters
  Score: Raw -95869.844545 + Penalty 2187.192823 = -93682.651722
  nChanged 2
		SP:Iteration 7Q (17615.630000 sec): 3 clusters
  Score: Raw -95871.006416 + Penalty 2187.192823 = -93683.813593
  nChanged 3
		SP:Iteration 8Q (17615.630000 sec): 3 clusters
  Score: Raw -95875.424764 + Penalty 2187.192823 = -93688.231941
  nChanged 4
		SP:Iteration 9Q (17615.630000 sec): 3 clusters
  Score: Raw -95887.105408 + Penalty 2187.192823 = -93699.912585
  nChanged 8
		SP:Iteration 10Q (17615.630000 sec): 3 clusters
  Score: Raw -95917.973625 + Penalty 2187.192823 = -93730.780802
  nChanged 13
		SP:Iteration 11Q (17615.640000 sec): 3 clusters
  Score: Raw -95941.035253 + Penalty 2187.192823 = -93753.842430
  nChanged 8
		SP:Iteration 12Q (17615.640000 sec): 3 clusters
  Score: Raw -95948.556618 + Penalty 2187.192823 = -93761.363795
  nChanged 4
		SP:Iteration 13Q (17615.640000 sec): 3 clusters
  Score: Raw -95951.382515 + Penalty 2187.192823 = -93764.189692
  nChanged 4
		SP:Iteration 14Q (17615.640000 sec): 3 clusters
  Score: Raw -95954.874054 + Penalty 2187.192823 = -93767.681231
  nChanged 3
		SP:Iteration 15Q (17615.640000 sec): 3 clusters
  Score: Raw -95956.391919 + Penalty 2187.192823 = -93769.199096
  nChanged 1
		SP:Iteration 16Q (17615.650000 sec): 3 clusters
  Score: Raw -95956.761364 + Penalty 2187.192823 = -93769.568541
  nChanged 2
		SP:Iteration 17Q (17615.650000 sec): 3 clusters
  Score: Raw -95958.134801 + Penalty 2187.192823 = -93770.941978
  nChanged 1
		SP:Iteration 18Q (17615.650000 sec): 3 clusters
  Score: Raw -95958.422091 + Penalty 2187.192823 = -93771.229268
  nChanged 1
		SP:Iteration 19Q (17615.650000 sec): 3 clusters
  Score: Raw -95959.014767 + Penalty 2187.192823 = -93771.821944
  nChanged 1
		SP:Iteration 20F (17615.650000 sec): 3 clusters
  Score: Raw -95959.791077 + Penalty 2187.192823 = -93772.598255
  nChanged 1
		SP:Iteration 21Q (17615.650000 sec): 3 clusters
  Score: Raw -95960.409322 + Penalty 2187.192823 = -93773.216499
  nChanged 0
		SP:Iteration 22F (17615.660000 sec): 3 clusters
  Score: Raw -95960.409322 + Penalty 2187.192823 = -93773.216499
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17615.670000 sec): 2 clusters
  Score: Raw -193906.692721 + Penalty 1200.703741 = -192705.988980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17615.670000 sec): 3 clusters
  Score: Raw -193255.617076 + Penalty 2401.407482 = -190854.209595
  nChanged 556
		SP:Iteration 1F (17615.670000 sec): 3 clusters
  Score: Raw -193607.546198 + Penalty 2401.407482 = -191206.138717
  nChanged 123
		SP:Iteration 2F (17615.680000 sec): 3 clusters
  Score: Raw -193700.839992 + Penalty 2401.407482 = -191299.432511
  nChanged 72
		SP:Iteration 3Q (17615.680000 sec): 3 clusters
  Score: Raw -193763.458618 + Penalty 2401.407482 = -191362.051137
  nChanged 53
		SP:Iteration 4Q (17615.680000 sec): 3 clusters
  Score: Raw -193801.646586 + Penalty 2401.407482 = -191400.239104
  nChanged 39
		SP:Iteration 5Q (17615.690000 sec): 3 clusters
  Score: Raw -193829.545211 + Penalty 2401.407482 = -191428.137729
  nChanged 25
		SP:Iteration 6Q (17615.690000 sec): 3 clusters
  Score: Raw -193847.552947 + Penalty 2401.407482 = -191446.145466
  nChanged 23
		SP:Iteration 7Q (17615.690000 sec): 3 clusters
  Score: Raw -193864.379456 + Penalty 2401.407482 = -191462.971974
  nChanged 27
		SP:Iteration 8Q (17615.700000 sec): 3 clusters
  Score: Raw -193883.406320 + Penalty 2401.407482 = -191481.998839
  nChanged 22
		SP:Iteration 9Q (17615.700000 sec): 3 clusters
  Score: Raw -193897.446303 + Penalty 2401.407482 = -191496.038821
  nChanged 20
		SP:Iteration 10Q (17615.710000 sec): 3 clusters
  Score: Raw -193910.117547 + Penalty 2401.407482 = -191508.710065
  nChanged 16
		SP:Iteration 11Q (17615.710000 sec): 3 clusters
  Score: Raw -193920.449338 + Penalty 2401.407482 = -191519.041856
  nChanged 11
		SP:Iteration 12Q (17615.710000 sec): 3 clusters
  Score: Raw -193926.658168 + Penalty 2401.407482 = -191525.250686
  nChanged 12
		SP:Iteration 13Q (17615.720000 sec): 3 clusters
  Score: Raw -193931.496669 + Penalty 2401.407482 = -191530.089187
  nChanged 6
		SP:Iteration 14Q (17615.720000 sec): 3 clusters
  Score: Raw -193933.596666 + Penalty 2401.407482 = -191532.189184
  nChanged 3
		SP:Iteration 15Q (17615.730000 sec): 3 clusters
  Score: Raw -193934.678682 + Penalty 2401.407482 = -191533.271200
  nChanged 2
		SP:Iteration 16Q (17615.730000 sec): 3 clusters
  Score: Raw -193935.205899 + Penalty 2401.407482 = -191533.798418
  nChanged 3
		SP:Iteration 17Q (17615.730000 sec): 3 clusters
  Score: Raw -193937.357729 + Penalty 2401.407482 = -191535.950247
  nChanged 6
		SP:Iteration 18Q (17615.740000 sec): 3 clusters
  Score: Raw -193940.947945 + Penalty 2401.407482 = -191539.540463
  nChanged 7
		SP:Iteration 19Q (17615.740000 sec): 3 clusters
  Score: Raw -193943.894654 + Penalty 2401.407482 = -191542.487172
  nChanged 4
		SP:Iteration 20F (17615.740000 sec): 3 clusters
  Score: Raw -193945.977261 + Penalty 2401.407482 = -191544.569779
  nChanged 4
		SP:Iteration 21Q (17615.750000 sec): 3 clusters
  Score: Raw -193947.286884 + Penalty 2401.407482 = -191545.879402
  nChanged 3
		SP:Iteration 22Q (17615.750000 sec): 3 clusters
  Score: Raw -193948.551248 + Penalty 2401.407482 = -191547.143766
  nChanged 4
		SP:Iteration 23Q (17615.750000 sec): 3 clusters
  Score: Raw -193951.582100 + Penalty 2401.407482 = -191550.174619
  nChanged 4
		SP:Iteration 24Q (17615.760000 sec): 3 clusters
  Score: Raw -193953.747454 + Penalty 2401.407482 = -191552.339972
  nChanged 3
		SP:Iteration 25Q (17615.760000 sec): 3 clusters
  Score: Raw -193954.885562 + Penalty 2401.407482 = -191553.478080
  nChanged 4
		SP:Iteration 26Q (17615.770000 sec): 3 clusters
  Score: Raw -193956.356241 + Penalty 2401.407482 = -191554.948760
  nChanged 3
		SP:Iteration 27Q (17615.770000 sec): 3 clusters
  Score: Raw -193957.815406 + Penalty 2401.407482 = -191556.407924
  nChanged 7
		SP:Iteration 28Q (17615.770000 sec): 3 clusters
  Score: Raw -193964.717391 + Penalty 2401.407482 = -191563.309909
  nChanged 8
		SP:Iteration 29Q (17615.780000 sec): 3 clusters
  Score: Raw -193969.650951 + Penalty 2401.407482 = -191568.243470
  nChanged 9
		SP:Iteration 30Q (17615.780000 sec): 3 clusters
  Score: Raw -193975.132998 + Penalty 2401.407482 = -191573.725516
  nChanged 10
		SP:Iteration 31Q (17615.790000 sec): 3 clusters
  Score: Raw -193981.091679 + Penalty 2401.407482 = -191579.684197
  nChanged 13
		SP:Iteration 32Q (17615.790000 sec): 3 clusters
  Score: Raw -193989.448506 + Penalty 2401.407482 = -191588.041024
  nChanged 10
		SP:Iteration 33Q (17615.790000 sec): 3 clusters
  Score: Raw -193994.497600 + Penalty 2401.407482 = -191593.090118
  nChanged 9
		SP:Iteration 34Q (17615.800000 sec): 3 clusters
  Score: Raw -193999.998138 + Penalty 2401.407482 = -191598.590656
  nChanged 12
		SP:Iteration 35Q (17615.800000 sec): 3 clusters
  Score: Raw -194007.916987 + Penalty 2401.407482 = -191606.509505
  nChanged 19
		SP:Iteration 36Q (17615.800000 sec): 3 clusters
  Score: Raw -194020.856570 + Penalty 2401.407482 = -191619.449088
  nChanged 17
		SP:Iteration 37Q (17615.810000 sec): 3 clusters
  Score: Raw -194033.166098 + Penalty 2401.407482 = -191631.758616
  nChanged 16
		SP:Iteration 38Q (17615.810000 sec): 3 clusters
  Score: Raw -194041.318081 + Penalty 2401.407482 = -191639.910600
  nChanged 7
		SP:Iteration 39Q (17615.810000 sec): 3 clusters
  Score: Raw -194046.446917 + Penalty 2401.407482 = -191645.039435
  nChanged 10
		SP:Iteration 40F (17615.820000 sec): 3 clusters
  Score: Raw -194052.624814 + Penalty 2401.407482 = -191651.217332
  nChanged 12
		SP:Iteration 41Q (17615.820000 sec): 3 clusters
  Score: Raw -194059.457558 + Penalty 2401.407482 = -191658.050076
  nChanged 11
		SP:Iteration 42Q (17615.830000 sec): 3 clusters
  Score: Raw -194070.045666 + Penalty 2401.407482 = -191668.638185
  nChanged 10
		SP:Iteration 43Q (17615.830000 sec): 3 clusters
  Score: Raw -194076.823531 + Penalty 2401.407482 = -191675.416049
  nChanged 8
		SP:Iteration 44Q (17615.830000 sec): 3 clusters
  Score: Raw -194080.274509 + Penalty 2401.407482 = -191678.867027
  nChanged 3
		SP:Iteration 45Q (17615.840000 sec): 3 clusters
  Score: Raw -194081.418334 + Penalty 2401.407482 = -191680.010852
  nChanged 3
		SP:Iteration 46Q (17615.840000 sec): 3 clusters
  Score: Raw -194083.558500 + Penalty 2401.407482 = -191682.151018
  nChanged 4
		SP:Iteration 47Q (17615.850000 sec): 3 clusters
  Score: Raw -194085.149930 + Penalty 2401.407482 = -191683.742449
  nChanged 1
		SP:Iteration 48Q (17615.850000 sec): 3 clusters
  Score: Raw -194085.823206 + Penalty 2401.407482 = -191684.415725
  nChanged 1
		SP:Iteration 49Q (17615.850000 sec): 3 clusters
  Score: Raw -194086.291279 + Penalty 2401.407482 = -191684.883797
  nChanged 2
		SP:Iteration 50Q (17615.850000 sec): 3 clusters
  Score: Raw -194088.120151 + Penalty 2401.407482 = -191686.712669
  nChanged 7
		SP:Iteration 51Q (17615.860000 sec): 3 clusters
  Score: Raw -194094.169942 + Penalty 2401.407482 = -191692.762460
  nChanged 4
		SP:Iteration 52Q (17615.860000 sec): 3 clusters
  Score: Raw -194096.827569 + Penalty 2401.407482 = -191695.420087
  nChanged 0
		SP:Iteration 53F (17615.870000 sec): 3 clusters
  Score: Raw -194096.827569 + Penalty 2401.407482 = -191695.420087
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17615.930000 sec): 2 clusters
  Score: Raw -2880929.492494 + Penalty 1641.962643 = -2879287.529851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17615.990000 sec): 3 clusters
  Score: Raw -2865959.995527 + Penalty 3283.925286 = -2862676.070241
  nChanged 11205
		SP:Iteration 1F (17616.050000 sec): 3 clusters
  Score: Raw -2872116.163234 + Penalty 3283.925286 = -2868832.237948
  nChanged 1152
		SP:Iteration 2Q (17616.110000 sec): 3 clusters
  Score: Raw -2872531.449565 + Penalty 3283.925286 = -2869247.524279
  nChanged 1123
		SP:Iteration 3Q (17616.170000 sec): 3 clusters
  Score: Raw -2872970.289795 + Penalty 3283.925286 = -2869686.364509
  nChanged 1133
		SP:Iteration 4Q (17616.230000 sec): 3 clusters
  Score: Raw -2873472.222317 + Penalty 3283.925286 = -2870188.297031
  nChanged 1236
		SP:Iteration 5F (17616.290000 sec): 3 clusters
  Score: Raw -2874107.903071 + Penalty 3283.925286 = -2870823.977786
  nChanged 1367
		SP:Iteration 6F (17616.350000 sec): 3 clusters
  Score: Raw -2874956.660358 + Penalty 3283.925286 = -2871672.735072
  nChanged 1552
		SP:Iteration 7F (17616.410000 sec): 3 clusters
  Score: Raw -2876025.886345 + Penalty 3283.925286 = -2872741.961059
  nChanged 1570
		SP:Iteration 8F (17616.470000 sec): 3 clusters
  Score: Raw -2877208.081820 + Penalty 3283.925286 = -2873924.156535
  nChanged 1417
		SP:Iteration 9F (17616.530000 sec): 3 clusters
  Score: Raw -2878384.939147 + Penalty 3283.925286 = -2875101.013861
  nChanged 1097
		SP:Iteration 10Q (17616.580000 sec): 3 clusters
  Score: Raw -2879329.083904 + Penalty 3283.925286 = -2876045.158618
  nChanged 797
		SP:Iteration 11Q (17616.630000 sec): 3 clusters
  Score: Raw -2880021.724239 + Penalty 3283.925286 = -2876737.798953
  nChanged 529
		SP:Iteration 12Q (17616.690000 sec): 3 clusters
  Score: Raw -2880460.696391 + Penalty 3283.925286 = -2877176.771105
  nChanged 344
		SP:Iteration 13Q (17616.730000 sec): 3 clusters
  Score: Raw -2880723.104386 + Penalty 3283.925286 = -2877439.179100
  nChanged 226
		SP:Iteration 14Q (17616.780000 sec): 3 clusters
  Score: Raw -2880882.133784 + Penalty 3283.925286 = -2877598.208499
  nChanged 171
		SP:Iteration 15Q (17616.830000 sec): 3 clusters
  Score: Raw -2880994.903616 + Penalty 3283.925286 = -2877710.978330
  nChanged 110
		SP:Iteration 16Q (17616.870000 sec): 3 clusters
  Score: Raw -2881049.684846 + Penalty 3283.925286 = -2877765.759560
  nChanged 88
		SP:Iteration 17Q (17616.910000 sec): 3 clusters
  Score: Raw -2881088.801406 + Penalty 3283.925286 = -2877804.876120
  nChanged 74
		SP:Iteration 18Q (17616.960000 sec): 3 clusters
  Score: Raw -2881117.756821 + Penalty 3283.925286 = -2877833.831536
  nChanged 53
		SP:Iteration 19Q (17617.000000 sec): 3 clusters
  Score: Raw -2881138.058763 + Penalty 3283.925286 = -2877854.133477
  nChanged 49
		SP:Iteration 20F (17617.060000 sec): 3 clusters
  Score: Raw -2881157.413267 + Penalty 3283.925286 = -2877873.487981
  nChanged 50
		SP:Iteration 21Q (17617.100000 sec): 3 clusters
  Score: Raw -2881176.742279 + Penalty 3283.925286 = -2877892.816994
  nChanged 46
		SP:Iteration 22Q (17617.150000 sec): 3 clusters
  Score: Raw -2881193.965988 + Penalty 3283.925286 = -2877910.040702
  nChanged 31
		SP:Iteration 23Q (17617.190000 sec): 3 clusters
  Score: Raw -2881206.913433 + Penalty 3283.925286 = -2877922.988147
  nChanged 32
		SP:Iteration 24Q (17617.230000 sec): 3 clusters
  Score: Raw -2881220.434935 + Penalty 3283.925286 = -2877936.509649
  nChanged 25
		SP:Iteration 25Q (17617.270000 sec): 3 clusters
  Score: Raw -2881228.430897 + Penalty 3283.925286 = -2877944.505611
  nChanged 12
		SP:Iteration 26Q (17617.310000 sec): 3 clusters
  Score: Raw -2881231.653379 + Penalty 3283.925286 = -2877947.728093
  nChanged 9
		SP:Iteration 27Q (17617.360000 sec): 3 clusters
  Score: Raw -2881234.465102 + Penalty 3283.925286 = -2877950.539816
  nChanged 9
		SP:Iteration 28Q (17617.400000 sec): 3 clusters
  Score: Raw -2881237.419988 + Penalty 3283.925286 = -2877953.494702
  nChanged 10
		SP:Iteration 29Q (17617.440000 sec): 3 clusters
  Score: Raw -2881241.276717 + Penalty 3283.925286 = -2877957.351431
  nChanged 14
		SP:Iteration 30Q (17617.490000 sec): 3 clusters
  Score: Raw -2881246.358554 + Penalty 3283.925286 = -2877962.433268
  nChanged 16
		SP:Iteration 31Q (17617.530000 sec): 3 clusters
  Score: Raw -2881251.448084 + Penalty 3283.925286 = -2877967.522798
  nChanged 10
		SP:Iteration 32Q (17617.570000 sec): 3 clusters
  Score: Raw -2881253.994151 + Penalty 3283.925286 = -2877970.068866
  nChanged 15
		SP:Iteration 33Q (17617.610000 sec): 3 clusters
  Score: Raw -2881258.028046 + Penalty 3283.925286 = -2877974.102761
  nChanged 11
		SP:Iteration 34Q (17617.650000 sec): 3 clusters
  Score: Raw -2881261.061315 + Penalty 3283.925286 = -2877977.136029
  nChanged 5
		SP:Iteration 35Q (17617.690000 sec): 3 clusters
  Score: Raw -2881262.276066 + Penalty 3283.925286 = -2877978.350781
  nChanged 4
		SP:Iteration 36Q (17617.740000 sec): 3 clusters
  Score: Raw -2881264.047629 + Penalty 3283.925286 = -2877980.122343
  nChanged 6
		SP:Iteration 37Q (17617.780000 sec): 3 clusters
  Score: Raw -2881265.886188 + Penalty 3283.925286 = -2877981.960902
  nChanged 4
		SP:Iteration 38Q (17617.820000 sec): 3 clusters
  Score: Raw -2881267.066108 + Penalty 3283.925286 = -2877983.140822
  nChanged 3
		SP:Iteration 39Q (17617.860000 sec): 3 clusters
  Score: Raw -2881268.043054 + Penalty 3283.925286 = -2877984.117768
  nChanged 1
		SP:Iteration 40F (17617.920000 sec): 3 clusters
  Score: Raw -2881268.245975 + Penalty 3283.925286 = -2877984.320689
  nChanged 2
		SP:Iteration 41Q (17617.970000 sec): 3 clusters
  Score: Raw -2881268.883527 + Penalty 3283.925286 = -2877984.958241
  nChanged 3
		SP:Iteration 42Q (17618.010000 sec): 3 clusters
  Score: Raw -2881269.353753 + Penalty 3283.925286 = -2877985.428467
  nChanged 0
		SP:Iteration 43F (17618.070000 sec): 3 clusters
  Score: Raw -2881269.353753 + Penalty 3283.925286 = -2877985.428467
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17618.150000 sec): 2 clusters
  Score: Raw -4134476.058979 + Penalty 1701.512268 = -4132774.546711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17618.240000 sec): 3 clusters
  Score: Raw -4112455.894568 + Penalty 3403.024536 = -4109052.870032
  nChanged 16318
		SP:Iteration 1F (17618.330000 sec): 3 clusters
  Score: Raw -4121829.787172 + Penalty 3403.024536 = -4118426.762635
  nChanged 1672
		SP:Iteration 2Q (17618.420000 sec): 3 clusters
  Score: Raw -4122392.693001 + Penalty 3403.024536 = -4118989.668465
  nChanged 1691
		SP:Iteration 3Q (17618.510000 sec): 3 clusters
  Score: Raw -4123080.116894 + Penalty 3403.024536 = -4119677.092358
  nChanged 1918
		SP:Iteration 4F (17618.590000 sec): 3 clusters
  Score: Raw -4124064.912680 + Penalty 3403.024536 = -4120661.888144
  nChanged 2262
		SP:Iteration 5F (17618.680000 sec): 3 clusters
  Score: Raw -4125431.082979 + Penalty 3403.024536 = -4122028.058442
  nChanged 2526
		SP:Iteration 6F (17618.770000 sec): 3 clusters
  Score: Raw -4127260.665723 + Penalty 3403.024536 = -4123857.641187
  nChanged 2619
		SP:Iteration 7F (17618.850000 sec): 3 clusters
  Score: Raw -4129446.227925 + Penalty 3403.024536 = -4126043.203389
  nChanged 2255
		SP:Iteration 8F (17618.930000 sec): 3 clusters
  Score: Raw -4131421.933238 + Penalty 3403.024536 = -4128018.908702
  nChanged 1621
		SP:Iteration 9Q (17619.020000 sec): 3 clusters
  Score: Raw -4132870.968934 + Penalty 3403.024536 = -4129467.944398
  nChanged 1007
		SP:Iteration 10Q (17619.100000 sec): 3 clusters
  Score: Raw -4133779.519973 + Penalty 3403.024536 = -4130376.495437
  nChanged 510
		SP:Iteration 11Q (17619.180000 sec): 3 clusters
  Score: Raw -4134241.040879 + Penalty 3403.024536 = -4130838.016343
  nChanged 257
		SP:Iteration 12Q (17619.250000 sec): 3 clusters
  Score: Raw -4134485.820659 + Penalty 3403.024536 = -4131082.796123
  nChanged 172
		SP:Iteration 13Q (17619.310000 sec): 3 clusters
  Score: Raw -4134666.932421 + Penalty 3403.024536 = -4131263.907884
  nChanged 104
		SP:Iteration 14Q (17619.370000 sec): 3 clusters
  Score: Raw -4134749.223772 + Penalty 3403.024536 = -4131346.199236
  nChanged 59
		SP:Iteration 15Q (17619.430000 sec): 3 clusters
  Score: Raw -4134790.857029 + Penalty 3403.024536 = -4131387.832492
  nChanged 50
		SP:Iteration 16Q (17619.490000 sec): 3 clusters
  Score: Raw -4134827.878530 + Penalty 3403.024536 = -4131424.853994
  nChanged 35
		SP:Iteration 17Q (17619.550000 sec): 3 clusters
  Score: Raw -4134856.431480 + Penalty 3403.024536 = -4131453.406943
  nChanged 32
		SP:Iteration 18Q (17619.610000 sec): 3 clusters
  Score: Raw -4134878.908905 + Penalty 3403.024536 = -4131475.884369
  nChanged 24
		SP:Iteration 19Q (17619.670000 sec): 3 clusters
  Score: Raw -4134893.208272 + Penalty 3403.024536 = -4131490.183736
  nChanged 18
		SP:Iteration 20F (17619.760000 sec): 3 clusters
  Score: Raw -4134906.860207 + Penalty 3403.024536 = -4131503.835671
  nChanged 10
		SP:Iteration 21Q (17619.820000 sec): 3 clusters
  Score: Raw -4134910.710132 + Penalty 3403.024536 = -4131507.685596
  nChanged 9
		SP:Iteration 22Q (17619.880000 sec): 3 clusters
  Score: Raw -4134914.564132 + Penalty 3403.024536 = -4131511.539596
  nChanged 5
		SP:Iteration 23Q (17619.930000 sec): 3 clusters
  Score: Raw -4134916.161386 + Penalty 3403.024536 = -4131513.136850
  nChanged 4
		SP:Iteration 24Q (17619.990000 sec): 3 clusters
  Score: Raw -4134917.349668 + Penalty 3403.024536 = -4131514.325131
  nChanged 4
		SP:Iteration 25Q (17620.050000 sec): 3 clusters
  Score: Raw -4134918.694057 + Penalty 3403.024536 = -4131515.669521
  nChanged 1
		SP:Iteration 26Q (17620.110000 sec): 3 clusters
  Score: Raw -4134919.282169 + Penalty 3403.024536 = -4131516.257633
  nChanged 3
		SP:Iteration 27Q (17620.170000 sec): 3 clusters
  Score: Raw -4134921.280458 + Penalty 3403.024536 = -4131518.255921
  nChanged 4
		SP:Iteration 28Q (17620.240000 sec): 3 clusters
  Score: Raw -4134923.210847 + Penalty 3403.024536 = -4131520.186311
  nChanged 4
		SP:Iteration 29Q (17620.300000 sec): 3 clusters
  Score: Raw -4134925.027457 + Penalty 3403.024536 = -4131522.002921
  nChanged 5
		SP:Iteration 30Q (17620.360000 sec): 3 clusters
  Score: Raw -4134927.422191 + Penalty 3403.024536 = -4131524.397655
  nChanged 7
		SP:Iteration 31Q (17620.420000 sec): 3 clusters
  Score: Raw -4134930.858327 + Penalty 3403.024536 = -4131527.833791
  nChanged 6
		SP:Iteration 32Q (17620.480000 sec): 3 clusters
  Score: Raw -4134933.591690 + Penalty 3403.024536 = -4131530.567154
  nChanged 4
		SP:Iteration 33Q (17620.540000 sec): 3 clusters
  Score: Raw -4134935.100968 + Penalty 3403.024536 = -4131532.076432
  nChanged 4
		SP:Iteration 34Q (17620.590000 sec): 3 clusters
  Score: Raw -4134936.473413 + Penalty 3403.024536 = -4131533.448877
  nChanged 2
		SP:Iteration 35Q (17620.650000 sec): 3 clusters
  Score: Raw -4134937.135148 + Penalty 3403.024536 = -4131534.110612
  nChanged 1
		SP:Iteration 36Q (17620.710000 sec): 3 clusters
  Score: Raw -4134937.449739 + Penalty 3403.024536 = -4131534.425203
  nChanged 1
		SP:Iteration 37Q (17620.770000 sec): 3 clusters
  Score: Raw -4134937.815459 + Penalty 3403.024536 = -4131534.790923
  nChanged 0
		SP:Iteration 38F (17620.860000 sec): 3 clusters
  Score: Raw -4134937.815459 + Penalty 3403.024536 = -4131534.790923
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (137978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17621.220000 sec): 2 clusters
  Score: Raw -16102981.008086 + Penalty 1923.163049 = -16101057.845037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17621.560000 sec): 3 clusters
  Score: Raw -16012692.136386 + Penalty 3846.326098 = -16008845.810288
  nChanged 66225
		SP:Iteration 1F (17621.900000 sec): 3 clusters
  Score: Raw -16050698.270297 + Penalty 3846.326098 = -16046851.944199
  nChanged 4480
		SP:Iteration 2Q (17622.250000 sec): 3 clusters
  Score: Raw -16051847.474432 + Penalty 3846.326098 = -16048001.148335
  nChanged 5296
		SP:Iteration 3Q (17622.610000 sec): 3 clusters
  Score: Raw -16053520.903071 + Penalty 3846.326098 = -16049674.576973
  nChanged 6637
		SP:Iteration 4Q (17622.950000 sec): 3 clusters
  Score: Raw -16056258.238590 + Penalty 3846.326098 = -16052411.912492
  nChanged 8355
		SP:Iteration 5F (17623.300000 sec): 3 clusters
  Score: Raw -16060635.605629 + Penalty 3846.326098 = -16056789.279531
  nChanged 9921
		SP:Iteration 6F (17623.640000 sec): 3 clusters
  Score: Raw -16066805.522438 + Penalty 3846.326098 = -16062959.196341
  nChanged 10481
		SP:Iteration 7F (17623.990000 sec): 3 clusters
  Score: Raw -16074156.331453 + Penalty 3846.326098 = -16070310.005355
  nChanged 9905
		SP:Iteration 8F (17624.330000 sec): 3 clusters
  Score: Raw -16081660.471795 + Penalty 3846.326098 = -16077814.145697
  nChanged 8530
		SP:Iteration 9F (17624.670000 sec): 3 clusters
  Score: Raw -16088547.853129 + Penalty 3846.326098 = -16084701.527032
  nChanged 6735
		SP:Iteration 10Q (17625.020000 sec): 3 clusters
  Score: Raw -16094341.954507 + Penalty 3846.326098 = -16090495.628409
  nChanged 4689
		SP:Iteration 11Q (17625.360000 sec): 3 clusters
  Score: Raw -16098526.076184 + Penalty 3846.326098 = -16094679.750087
  nChanged 2791
		SP:Iteration 12Q (17625.680000 sec): 3 clusters
  Score: Raw -16101024.916163 + Penalty 3846.326098 = -16097178.590066
  nChanged 1379
		SP:Iteration 13Q (17625.970000 sec): 3 clusters
  Score: Raw -16102221.125550 + Penalty 3846.326098 = -16098374.799452
  nChanged 687
		SP:Iteration 14Q (17626.230000 sec): 3 clusters
  Score: Raw -16102842.507105 + Penalty 3846.326098 = -16098996.181008
  nChanged 364
		SP:Iteration 15Q (17626.480000 sec): 3 clusters
  Score: Raw -16103144.670692 + Penalty 3846.326098 = -16099298.344594
  nChanged 214
		SP:Iteration 16Q (17626.730000 sec): 3 clusters
  Score: Raw -16103287.816167 + Penalty 3846.326098 = -16099441.490070
  nChanged 122
		SP:Iteration 17Q (17626.970000 sec): 3 clusters
  Score: Raw -16103359.458695 + Penalty 3846.326098 = -16099513.132598
  nChanged 89
		SP:Iteration 18Q (17627.210000 sec): 3 clusters
  Score: Raw -16103409.844419 + Penalty 3846.326098 = -16099563.518321
  nChanged 62
		SP:Iteration 19Q (17627.460000 sec): 3 clusters
  Score: Raw -16103439.167074 + Penalty 3846.326098 = -16099592.840976
  nChanged 46
		SP:Iteration 20F (17627.800000 sec): 3 clusters
  Score: Raw -16103459.071629 + Penalty 3846.326098 = -16099612.745531
  nChanged 31
		SP:Iteration 21Q (17628.040000 sec): 3 clusters
  Score: Raw -16103472.409662 + Penalty 3846.326098 = -16099626.083564
  nChanged 26
		SP:Iteration 22Q (17628.280000 sec): 3 clusters
  Score: Raw -16103481.690360 + Penalty 3846.326098 = -16099635.364262
  nChanged 18
		SP:Iteration 23Q (17628.520000 sec): 3 clusters
  Score: Raw -16103487.426563 + Penalty 3846.326098 = -16099641.100466
  nChanged 15
		SP:Iteration 24Q (17628.760000 sec): 3 clusters
  Score: Raw -16103491.115511 + Penalty 3846.326098 = -16099644.789413
  nChanged 6
		SP:Iteration 25Q (17629.010000 sec): 3 clusters
  Score: Raw -16103492.340055 + Penalty 3846.326098 = -16099646.013957
  nChanged 4
		SP:Iteration 26Q (17629.250000 sec): 3 clusters
  Score: Raw -16103494.384591 + Penalty 3846.326098 = -16099648.058494
  nChanged 8
		SP:Iteration 27Q (17629.500000 sec): 3 clusters
  Score: Raw -16103496.527165 + Penalty 3846.326098 = -16099650.201067
  nChanged 10
		SP:Iteration 28Q (17629.740000 sec): 3 clusters
  Score: Raw -16103500.401593 + Penalty 3846.326098 = -16099654.075495
  nChanged 6
		SP:Iteration 29Q (17629.990000 sec): 3 clusters
  Score: Raw -16103502.722213 + Penalty 3846.326098 = -16099656.396115
  nChanged 10
		SP:Iteration 30Q (17630.240000 sec): 3 clusters
  Score: Raw -16103505.712311 + Penalty 3846.326098 = -16099659.386213
  nChanged 8
		SP:Iteration 31Q (17630.480000 sec): 3 clusters
  Score: Raw -16103507.802699 + Penalty 3846.326098 = -16099661.476602
  nChanged 6
		SP:Iteration 32Q (17630.710000 sec): 3 clusters
  Score: Raw -16103509.680657 + Penalty 3846.326098 = -16099663.354559
  nChanged 4
		SP:Iteration 33Q (17630.950000 sec): 3 clusters
  Score: Raw -16103511.347040 + Penalty 3846.326098 = -16099665.020942
  nChanged 3
		SP:Iteration 34Q (17631.190000 sec): 3 clusters
  Score: Raw -16103512.479952 + Penalty 3846.326098 = -16099666.153855
  nChanged 4
		SP:Iteration 35Q (17631.430000 sec): 3 clusters
  Score: Raw -16103513.632090 + Penalty 3846.326098 = -16099667.305993
  nChanged 2
		SP:Iteration 36Q (17631.700000 sec): 3 clusters
  Score: Raw -16103514.331400 + Penalty 3846.326098 = -16099668.005302
  nChanged 5
		SP:Iteration 37Q (17631.940000 sec): 3 clusters
  Score: Raw -16103515.620045 + Penalty 3846.326098 = -16099669.293947
  nChanged 2
		SP:Iteration 38Q (17632.180000 sec): 3 clusters
  Score: Raw -16103516.405616 + Penalty 3846.326098 = -16099670.079519
  nChanged 1
		SP:Iteration 39Q (17632.410000 sec): 3 clusters
  Score: Raw -16103516.512392 + Penalty 3846.326098 = -16099670.186295
  nChanged 1
		SP:Iteration 40F (17632.750000 sec): 3 clusters
  Score: Raw -16103516.862030 + Penalty 3846.326098 = -16099670.535933
  nChanged 1
		SP:Iteration 41Q (17632.990000 sec): 3 clusters
  Score: Raw -16103517.051033 + Penalty 3846.326098 = -16099670.724935
  nChanged 1
		SP:Iteration 42Q (17633.230000 sec): 3 clusters
  Score: Raw -16103517.229470 + Penalty 3846.326098 = -16099670.903373
  nChanged 0
		SP:Iteration 43F (17633.570000 sec): 3 clusters
  Score: Raw -16103517.229470 + Penalty 3846.326098 = -16099670.903373
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (1872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17633.640000 sec): 2 clusters
  Score: Raw -175159.372931 + Penalty 1224.398932 = -173934.974000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17633.640000 sec): 3 clusters
  Score: Raw -174443.901444 + Penalty 2448.797864 = -171995.103580
  nChanged 685
		SP:Iteration 1F (17633.650000 sec): 3 clusters
  Score: Raw -175009.835606 + Penalty 2448.797864 = -172561.037743
  nChanged 166
		SP:Iteration 2F (17633.650000 sec): 3 clusters
  Score: Raw -175179.829862 + Penalty 2448.797864 = -172731.031998
  nChanged 100
		SP:Iteration 3F (17633.650000 sec): 3 clusters
  Score: Raw -175278.167229 + Penalty 2448.797864 = -172829.369366
  nChanged 74
		SP:Iteration 4Q (17633.660000 sec): 3 clusters
  Score: Raw -175333.928386 + Penalty 2448.797864 = -172885.130523
  nChanged 65
		SP:Iteration 5Q (17633.670000 sec): 3 clusters
  Score: Raw -175380.226241 + Penalty 2448.797864 = -172931.428378
  nChanged 55
		SP:Iteration 6Q (17633.670000 sec): 3 clusters
  Score: Raw -175417.333478 + Penalty 2448.797864 = -172968.535615
  nChanged 49
		SP:Iteration 7Q (17633.670000 sec): 3 clusters
  Score: Raw -175453.283279 + Penalty 2448.797864 = -173004.485416
  nChanged 42
		SP:Iteration 8Q (17633.680000 sec): 3 clusters
  Score: Raw -175487.237200 + Penalty 2448.797864 = -173038.439336
  nChanged 45
		SP:Iteration 9Q (17633.680000 sec): 3 clusters
  Score: Raw -175529.055271 + Penalty 2448.797864 = -173080.257407
  nChanged 52
		SP:Iteration 10Q (17633.690000 sec): 3 clusters
  Score: Raw -175570.282645 + Penalty 2448.797864 = -173121.484782
  nChanged 31
		SP:Iteration 11Q (17633.690000 sec): 3 clusters
  Score: Raw -175596.240307 + Penalty 2448.797864 = -173147.442443
  nChanged 27
		SP:Iteration 12Q (17633.690000 sec): 3 clusters
  Score: Raw -175614.460869 + Penalty 2448.797864 = -173165.663006
  nChanged 18
		SP:Iteration 13Q (17633.700000 sec): 3 clusters
  Score: Raw -175628.355024 + Penalty 2448.797864 = -173179.557161
  nChanged 12
		SP:Iteration 14Q (17633.700000 sec): 3 clusters
  Score: Raw -175640.715323 + Penalty 2448.797864 = -173191.917459
  nChanged 18
		SP:Iteration 15Q (17633.710000 sec): 3 clusters
  Score: Raw -175657.567001 + Penalty 2448.797864 = -173208.769138
  nChanged 11
		SP:Iteration 16Q (17633.710000 sec): 3 clusters
  Score: Raw -175662.234720 + Penalty 2448.797864 = -173213.436857
  nChanged 5
		SP:Iteration 17Q (17633.710000 sec): 3 clusters
  Score: Raw -175665.353614 + Penalty 2448.797864 = -173216.555750
  nChanged 5
		SP:Iteration 18Q (17633.720000 sec): 3 clusters
  Score: Raw -175667.658239 + Penalty 2448.797864 = -173218.860375
  nChanged 5
		SP:Iteration 19Q (17633.720000 sec): 3 clusters
  Score: Raw -175669.929910 + Penalty 2448.797864 = -173221.132046
  nChanged 4
		SP:Iteration 20F (17633.730000 sec): 3 clusters
  Score: Raw -175671.176495 + Penalty 2448.797864 = -173222.378631
  nChanged 3
		SP:Iteration 21Q (17633.730000 sec): 3 clusters
  Score: Raw -175672.534773 + Penalty 2448.797864 = -173223.736910
  nChanged 1
		SP:Iteration 22Q (17633.730000 sec): 3 clusters
  Score: Raw -175673.533987 + Penalty 2448.797864 = -173224.736124
  nChanged 4
		SP:Iteration 23Q (17633.740000 sec): 3 clusters
  Score: Raw -175677.100415 + Penalty 2448.797864 = -173228.302552
  nChanged 5
		SP:Iteration 24Q (17633.740000 sec): 3 clusters
  Score: Raw -175680.240343 + Penalty 2448.797864 = -173231.442480
  nChanged 4
		SP:Iteration 25Q (17633.750000 sec): 3 clusters
  Score: Raw -175681.487595 + Penalty 2448.797864 = -173232.689731
  nChanged 4
		SP:Iteration 26Q (17633.750000 sec): 3 clusters
  Score: Raw -175684.162257 + Penalty 2448.797864 = -173235.364394
  nChanged 5
		SP:Iteration 27Q (17633.750000 sec): 3 clusters
  Score: Raw -175687.396986 + Penalty 2448.797864 = -173238.599122
  nChanged 5
		SP:Iteration 28Q (17633.760000 sec): 3 clusters
  Score: Raw -175689.334718 + Penalty 2448.797864 = -173240.536854
  nChanged 1
		SP:Iteration 29Q (17633.760000 sec): 3 clusters
  Score: Raw -175689.796348 + Penalty 2448.797864 = -173240.998485
  nChanged 0
		SP:Iteration 30F (17633.770000 sec): 3 clusters
  Score: Raw -175689.796348 + Penalty 2448.797864 = -173240.998485
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17633.770000 sec): 2 clusters
  Score: Raw -180082.327474 + Penalty 1206.426858 = -178875.900616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17633.780000 sec): 3 clusters
  Score: Raw -179429.921525 + Penalty 2412.853716 = -177017.067808
  nChanged 554
		SP:Iteration 1F (17633.780000 sec): 3 clusters
  Score: Raw -179966.544602 + Penalty 2412.853716 = -177553.690886
  nChanged 176
		SP:Iteration 2F (17633.790000 sec): 3 clusters
  Score: Raw -180203.650709 + Penalty 2412.853716 = -177790.796992
  nChanged 112
		SP:Iteration 3F (17633.790000 sec): 3 clusters
  Score: Raw -180325.367568 + Penalty 2412.853716 = -177912.513851
  nChanged 64
		SP:Iteration 4Q (17633.790000 sec): 3 clusters
  Score: Raw -180384.550648 + Penalty 2412.853716 = -177971.696931
  nChanged 47
		SP:Iteration 5Q (17633.800000 sec): 3 clusters
  Score: Raw -180440.443376 + Penalty 2412.853716 = -178027.589660
  nChanged 48
		SP:Iteration 6Q (17633.800000 sec): 3 clusters
  Score: Raw -180504.499454 + Penalty 2412.853716 = -178091.645737
  nChanged 31
		SP:Iteration 7Q (17633.810000 sec): 3 clusters
  Score: Raw -180546.191348 + Penalty 2412.853716 = -178133.337631
  nChanged 28
		SP:Iteration 8Q (17633.810000 sec): 3 clusters
  Score: Raw -180577.246977 + Penalty 2412.853716 = -178164.393260
  nChanged 24
		SP:Iteration 9Q (17633.810000 sec): 3 clusters
  Score: Raw -180600.902654 + Penalty 2412.853716 = -178188.048937
  nChanged 26
		SP:Iteration 10Q (17633.820000 sec): 3 clusters
  Score: Raw -180630.670466 + Penalty 2412.853716 = -178217.816749
  nChanged 23
		SP:Iteration 11Q (17633.820000 sec): 3 clusters
  Score: Raw -180653.936985 + Penalty 2412.853716 = -178241.083268
  nChanged 21
		SP:Iteration 12Q (17633.830000 sec): 3 clusters
  Score: Raw -180671.572493 + Penalty 2412.853716 = -178258.718776
  nChanged 17
		SP:Iteration 13Q (17633.830000 sec): 3 clusters
  Score: Raw -180681.418939 + Penalty 2412.853716 = -178268.565223
  nChanged 11
		SP:Iteration 14Q (17633.830000 sec): 3 clusters
  Score: Raw -180689.641059 + Penalty 2412.853716 = -178276.787343
  nChanged 5
		SP:Iteration 15Q (17633.830000 sec): 3 clusters
  Score: Raw -180693.131850 + Penalty 2412.853716 = -178280.278134
  nChanged 6
		SP:Iteration 16Q (17633.840000 sec): 3 clusters
  Score: Raw -180695.482283 + Penalty 2412.853716 = -178282.628566
  nChanged 3
		SP:Iteration 17Q (17633.840000 sec): 3 clusters
  Score: Raw -180697.386075 + Penalty 2412.853716 = -178284.532359
  nChanged 2
		SP:Iteration 18Q (17633.850000 sec): 3 clusters
  Score: Raw -180699.331987 + Penalty 2412.853716 = -178286.478270
  nChanged 3
		SP:Iteration 19Q (17633.850000 sec): 3 clusters
  Score: Raw -180701.082768 + Penalty 2412.853716 = -178288.229051
  nChanged 2
		SP:Iteration 20F (17633.850000 sec): 3 clusters
  Score: Raw -180702.104982 + Penalty 2412.853716 = -178289.251266
  nChanged 4
		SP:Iteration 21Q (17633.860000 sec): 3 clusters
  Score: Raw -180706.239218 + Penalty 2412.853716 = -178293.385502
  nChanged 2
		SP:Iteration 22Q (17633.860000 sec): 3 clusters
  Score: Raw -180709.030460 + Penalty 2412.853716 = -178296.176744
  nChanged 4
		SP:Iteration 23Q (17633.860000 sec): 3 clusters
  Score: Raw -180710.308013 + Penalty 2412.853716 = -178297.454297
  nChanged 4
		SP:Iteration 24Q (17633.870000 sec): 3 clusters
  Score: Raw -180712.573609 + Penalty 2412.853716 = -178299.719893
  nChanged 2
		SP:Iteration 25Q (17633.880000 sec): 3 clusters
  Score: Raw -180713.977519 + Penalty 2412.853716 = -178301.123803
  nChanged 5
		SP:Iteration 26Q (17633.880000 sec): 3 clusters
  Score: Raw -180716.624911 + Penalty 2412.853716 = -178303.771195
  nChanged 1
		SP:Iteration 27Q (17633.880000 sec): 3 clusters
  Score: Raw -180716.868091 + Penalty 2412.853716 = -178304.014375
  nChanged 0
		SP:Iteration 28F (17633.890000 sec): 3 clusters
  Score: Raw -180716.868091 + Penalty 2412.853716 = -178304.014375
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17633.910000 sec): 2 clusters
  Score: Raw -718559.780949 + Penalty 1425.019653 = -717134.761296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17633.920000 sec): 3 clusters
  Score: Raw -715159.649954 + Penalty 2850.039305 = -712309.610649
  nChanged 2654
		SP:Iteration 1F (17633.940000 sec): 3 clusters
  Score: Raw -716662.860815 + Penalty 2850.039305 = -713812.821510
  nChanged 452
		SP:Iteration 2F (17633.950000 sec): 3 clusters
  Score: Raw -716899.055961 + Penalty 2850.039305 = -714049.016656
  nChanged 349
		SP:Iteration 3F (17633.970000 sec): 3 clusters
  Score: Raw -717098.746328 + Penalty 2850.039305 = -714248.707023
  nChanged 300
		SP:Iteration 4Q (17633.980000 sec): 3 clusters
  Score: Raw -717270.565012 + Penalty 2850.039305 = -714420.525707
  nChanged 295
		SP:Iteration 5Q (17634.000000 sec): 3 clusters
  Score: Raw -717426.374960 + Penalty 2850.039305 = -714576.335655
  nChanged 269
		SP:Iteration 6Q (17634.010000 sec): 3 clusters
  Score: Raw -717568.075580 + Penalty 2850.039305 = -714718.036275
  nChanged 251
		SP:Iteration 7Q (17634.030000 sec): 3 clusters
  Score: Raw -717695.950304 + Penalty 2850.039305 = -714845.910999
  nChanged 213
		SP:Iteration 8Q (17634.040000 sec): 3 clusters
  Score: Raw -717806.293397 + Penalty 2850.039305 = -714956.254092
  nChanged 212
		SP:Iteration 9Q (17634.060000 sec): 3 clusters
  Score: Raw -717926.121742 + Penalty 2850.039305 = -715076.082437
  nChanged 183
		SP:Iteration 10Q (17634.070000 sec): 3 clusters
  Score: Raw -718030.372473 + Penalty 2850.039305 = -715180.333168
  nChanged 184
		SP:Iteration 11Q (17634.090000 sec): 3 clusters
  Score: Raw -718143.463085 + Penalty 2850.039305 = -715293.423780
  nChanged 200
		SP:Iteration 12Q (17634.100000 sec): 3 clusters
  Score: Raw -718280.346348 + Penalty 2850.039305 = -715430.307043
  nChanged 191
		SP:Iteration 13Q (17634.120000 sec): 3 clusters
  Score: Raw -718388.567363 + Penalty 2850.039305 = -715538.528058
  nChanged 175
		SP:Iteration 14Q (17634.130000 sec): 3 clusters
  Score: Raw -718499.071477 + Penalty 2850.039305 = -715649.032172
  nChanged 159
		SP:Iteration 15Q (17634.140000 sec): 3 clusters
  Score: Raw -718601.280209 + Penalty 2850.039305 = -715751.240904
  nChanged 132
		SP:Iteration 16Q (17634.160000 sec): 3 clusters
  Score: Raw -718683.515908 + Penalty 2850.039305 = -715833.476603
  nChanged 107
		SP:Iteration 17Q (17634.170000 sec): 3 clusters
  Score: Raw -718744.731910 + Penalty 2850.039305 = -715894.692605
  nChanged 91
		SP:Iteration 18Q (17634.180000 sec): 3 clusters
  Score: Raw -718804.923890 + Penalty 2850.039305 = -715954.884585
  nChanged 73
		SP:Iteration 19Q (17634.200000 sec): 3 clusters
  Score: Raw -718851.438395 + Penalty 2850.039305 = -716001.399090
  nChanged 52
		SP:Iteration 20F (17634.220000 sec): 3 clusters
  Score: Raw -718880.634576 + Penalty 2850.039305 = -716030.595271
  nChanged 27
		SP:Iteration 21Q (17634.230000 sec): 3 clusters
  Score: Raw -718894.075973 + Penalty 2850.039305 = -716044.036668
  nChanged 22
		SP:Iteration 22Q (17634.240000 sec): 3 clusters
  Score: Raw -718906.310691 + Penalty 2850.039305 = -716056.271386
  nChanged 15
		SP:Iteration 23Q (17634.250000 sec): 3 clusters
  Score: Raw -718913.812430 + Penalty 2850.039305 = -716063.773125
  nChanged 13
		SP:Iteration 24Q (17634.270000 sec): 3 clusters
  Score: Raw -718922.310825 + Penalty 2850.039305 = -716072.271520
  nChanged 13
		SP:Iteration 25Q (17634.280000 sec): 3 clusters
  Score: Raw -718929.083793 + Penalty 2850.039305 = -716079.044488
  nChanged 13
		SP:Iteration 26Q (17634.290000 sec): 3 clusters
  Score: Raw -718936.088979 + Penalty 2850.039305 = -716086.049673
  nChanged 10
		SP:Iteration 27Q (17634.300000 sec): 3 clusters
  Score: Raw -718942.132319 + Penalty 2850.039305 = -716092.093014
  nChanged 10
		SP:Iteration 28Q (17634.320000 sec): 3 clusters
  Score: Raw -718948.979768 + Penalty 2850.039305 = -716098.940463
  nChanged 5
		SP:Iteration 29Q (17634.330000 sec): 3 clusters
  Score: Raw -718952.096086 + Penalty 2850.039305 = -716102.056781
  nChanged 3
		SP:Iteration 30Q (17634.340000 sec): 3 clusters
  Score: Raw -718953.682081 + Penalty 2850.039305 = -716103.642776
  nChanged 3
		SP:Iteration 31Q (17634.360000 sec): 3 clusters
  Score: Raw -718955.290749 + Penalty 2850.039305 = -716105.251444
  nChanged 2
		SP:Iteration 32Q (17634.370000 sec): 3 clusters
  Score: Raw -718955.905869 + Penalty 2850.039305 = -716105.866564
  nChanged 2
		SP:Iteration 33Q (17634.380000 sec): 3 clusters
  Score: Raw -718956.735810 + Penalty 2850.039305 = -716106.696505
  nChanged 3
		SP:Iteration 34Q (17634.390000 sec): 3 clusters
  Score: Raw -718957.894944 + Penalty 2850.039305 = -716107.855639
  nChanged 2
		SP:Iteration 35Q (17634.400000 sec): 3 clusters
  Score: Raw -718959.496033 + Penalty 2850.039305 = -716109.456727
  nChanged 3
		SP:Iteration 36Q (17634.420000 sec): 3 clusters
  Score: Raw -718961.053055 + Penalty 2850.039305 = -716111.013750
  nChanged 3
		SP:Iteration 37Q (17634.430000 sec): 3 clusters
  Score: Raw -718962.199715 + Penalty 2850.039305 = -716112.160410
  nChanged 2
		SP:Iteration 38Q (17634.440000 sec): 3 clusters
  Score: Raw -718962.875066 + Penalty 2850.039305 = -716112.835761
  nChanged 0
		SP:Iteration 39F (17634.460000 sec): 3 clusters
  Score: Raw -718962.875066 + Penalty 2850.039305 = -716112.835761
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17634.480000 sec): 2 clusters
  Score: Raw -852351.683696 + Penalty 1455.720957 = -850895.962740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17634.500000 sec): 3 clusters
  Score: Raw -848080.321712 + Penalty 2911.441913 = -845168.879798
  nChanged 3294
		SP:Iteration 1F (17634.520000 sec): 3 clusters
  Score: Raw -850009.641122 + Penalty 2911.441913 = -847098.199209
  nChanged 644
		SP:Iteration 2F (17634.540000 sec): 3 clusters
  Score: Raw -850439.147707 + Penalty 2911.441913 = -847527.705793
  nChanged 549
		SP:Iteration 3F (17634.550000 sec): 3 clusters
  Score: Raw -850800.354632 + Penalty 2911.441913 = -847888.912719
  nChanged 493
		SP:Iteration 4F (17634.570000 sec): 3 clusters
  Score: Raw -851148.229757 + Penalty 2911.441913 = -848236.787844
  nChanged 400
		SP:Iteration 5F (17634.590000 sec): 3 clusters
  Score: Raw -851384.984814 + Penalty 2911.441913 = -848473.542901
  nChanged 328
		SP:Iteration 6Q (17634.610000 sec): 3 clusters
  Score: Raw -851557.367061 + Penalty 2911.441913 = -848645.925148
  nChanged 248
		SP:Iteration 7Q (17634.620000 sec): 3 clusters
  Score: Raw -851670.338729 + Penalty 2911.441913 = -848758.896815
  nChanged 187
		SP:Iteration 8Q (17634.640000 sec): 3 clusters
  Score: Raw -851746.253026 + Penalty 2911.441913 = -848834.811112
  nChanged 172
		SP:Iteration 9Q (17634.660000 sec): 3 clusters
  Score: Raw -851817.447534 + Penalty 2911.441913 = -848906.005621
  nChanged 154
		SP:Iteration 10Q (17634.680000 sec): 3 clusters
  Score: Raw -851882.077484 + Penalty 2911.441913 = -848970.635570
  nChanged 141
		SP:Iteration 11Q (17634.700000 sec): 3 clusters
  Score: Raw -851946.472274 + Penalty 2911.441913 = -849035.030361
  nChanged 143
		SP:Iteration 12Q (17634.720000 sec): 3 clusters
  Score: Raw -852009.274802 + Penalty 2911.441913 = -849097.832889
  nChanged 149
		SP:Iteration 13Q (17634.730000 sec): 3 clusters
  Score: Raw -852079.813058 + Penalty 2911.441913 = -849168.371145
  nChanged 145
		SP:Iteration 14Q (17634.750000 sec): 3 clusters
  Score: Raw -852150.465795 + Penalty 2911.441913 = -849239.023882
  nChanged 141
		SP:Iteration 15Q (17634.770000 sec): 3 clusters
  Score: Raw -852224.056248 + Penalty 2911.441913 = -849312.614334
  nChanged 120
		SP:Iteration 16Q (17634.780000 sec): 3 clusters
  Score: Raw -852287.673105 + Penalty 2911.441913 = -849376.231191
  nChanged 111
		SP:Iteration 17Q (17634.800000 sec): 3 clusters
  Score: Raw -852344.299511 + Penalty 2911.441913 = -849432.857597
  nChanged 101
		SP:Iteration 18Q (17634.820000 sec): 3 clusters
  Score: Raw -852406.435428 + Penalty 2911.441913 = -849494.993514
  nChanged 107
		SP:Iteration 19Q (17634.830000 sec): 3 clusters
  Score: Raw -852469.645392 + Penalty 2911.441913 = -849558.203479
  nChanged 100
		SP:Iteration 20F (17634.850000 sec): 3 clusters
  Score: Raw -852527.945949 + Penalty 2911.441913 = -849616.504036
  nChanged 93
		SP:Iteration 21Q (17634.870000 sec): 3 clusters
  Score: Raw -852583.125121 + Penalty 2911.441913 = -849671.683208
  nChanged 70
		SP:Iteration 22Q (17634.880000 sec): 3 clusters
  Score: Raw -852628.496148 + Penalty 2911.441913 = -849717.054234
  nChanged 59
		SP:Iteration 23Q (17634.900000 sec): 3 clusters
  Score: Raw -852664.969251 + Penalty 2911.441913 = -849753.527337
  nChanged 60
		SP:Iteration 24Q (17634.920000 sec): 3 clusters
  Score: Raw -852708.577762 + Penalty 2911.441913 = -849797.135848
  nChanged 52
		SP:Iteration 25Q (17634.930000 sec): 3 clusters
  Score: Raw -852742.968778 + Penalty 2911.441913 = -849831.526865
  nChanged 44
		SP:Iteration 26Q (17634.940000 sec): 3 clusters
  Score: Raw -852780.963788 + Penalty 2911.441913 = -849869.521875
  nChanged 43
		SP:Iteration 27Q (17634.960000 sec): 3 clusters
  Score: Raw -852813.854892 + Penalty 2911.441913 = -849902.412978
  nChanged 31
		SP:Iteration 28Q (17634.970000 sec): 3 clusters
  Score: Raw -852842.525646 + Penalty 2911.441913 = -849931.083733
  nChanged 25
		SP:Iteration 29Q (17634.990000 sec): 3 clusters
  Score: Raw -852867.041664 + Penalty 2911.441913 = -849955.599751
  nChanged 21
		SP:Iteration 30Q (17635.000000 sec): 3 clusters
  Score: Raw -852883.012681 + Penalty 2911.441913 = -849971.570767
  nChanged 18
		SP:Iteration 31Q (17635.020000 sec): 3 clusters
  Score: Raw -852897.830001 + Penalty 2911.441913 = -849986.388088
  nChanged 7
		SP:Iteration 32Q (17635.030000 sec): 3 clusters
  Score: Raw -852903.195748 + Penalty 2911.441913 = -849991.753835
  nChanged 6
		SP:Iteration 33Q (17635.040000 sec): 3 clusters
  Score: Raw -852907.442871 + Penalty 2911.441913 = -849996.000957
  nChanged 3
		SP:Iteration 34Q (17635.060000 sec): 3 clusters
  Score: Raw -852908.910238 + Penalty 2911.441913 = -849997.468325
  nChanged 4
		SP:Iteration 35Q (17635.070000 sec): 3 clusters
  Score: Raw -852911.077829 + Penalty 2911.441913 = -849999.635915
  nChanged 7
		SP:Iteration 36Q (17635.080000 sec): 3 clusters
  Score: Raw -852915.418785 + Penalty 2911.441913 = -850003.976871
  nChanged 7
		SP:Iteration 37Q (17635.100000 sec): 3 clusters
  Score: Raw -852918.990359 + Penalty 2911.441913 = -850007.548446
  nChanged 8
		SP:Iteration 38Q (17635.110000 sec): 3 clusters
  Score: Raw -852924.497864 + Penalty 2911.441913 = -850013.055950
  nChanged 6
		SP:Iteration 39Q (17635.130000 sec): 3 clusters
  Score: Raw -852926.874558 + Penalty 2911.441913 = -850015.432645
  nChanged 1
		SP:Iteration 40F (17635.140000 sec): 3 clusters
  Score: Raw -852927.039332 + Penalty 2911.441913 = -850015.597419
  nChanged 1
		SP:Iteration 41Q (17635.160000 sec): 3 clusters
  Score: Raw -852927.188000 + Penalty 2911.441913 = -850015.746087
  nChanged 0
		SP:Iteration 42F (17635.180000 sec): 3 clusters
  Score: Raw -852927.188000 + Penalty 2911.441913 = -850015.746087
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17635.180000 sec): 2 clusters
  Score: Raw -105065.028669 + Penalty 1119.227293 = -103945.801376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17635.190000 sec): 3 clusters
  Score: Raw -104773.474004 + Penalty 2238.454586 = -102535.019418
  nChanged 290
		SP:Iteration 1F (17635.190000 sec): 3 clusters
  Score: Raw -105035.714845 + Penalty 2238.454586 = -102797.260259
  nChanged 56
		SP:Iteration 2F (17635.190000 sec): 3 clusters
  Score: Raw -105103.385455 + Penalty 2238.454586 = -102864.930869
  nChanged 39
		SP:Iteration 3Q (17635.190000 sec): 3 clusters
  Score: Raw -105147.707951 + Penalty 2238.454586 = -102909.253365
  nChanged 33
		SP:Iteration 4Q (17635.200000 sec): 3 clusters
  Score: Raw -105194.255653 + Penalty 2238.454586 = -102955.801067
  nChanged 30
		SP:Iteration 5Q (17635.200000 sec): 3 clusters
  Score: Raw -105224.016183 + Penalty 2238.454586 = -102985.561597
  nChanged 25
		SP:Iteration 6Q (17635.200000 sec): 3 clusters
  Score: Raw -105253.812723 + Penalty 2238.454586 = -103015.358137
  nChanged 24
		SP:Iteration 7Q (17635.200000 sec): 3 clusters
  Score: Raw -105275.387536 + Penalty 2238.454586 = -103036.932950
  nChanged 12
		SP:Iteration 8Q (17635.200000 sec): 3 clusters
  Score: Raw -105289.053635 + Penalty 2238.454586 = -103050.599050
  nChanged 18
		SP:Iteration 9Q (17635.210000 sec): 3 clusters
  Score: Raw -105315.315753 + Penalty 2238.454586 = -103076.861167
  nChanged 17
		SP:Iteration 10Q (17635.210000 sec): 3 clusters
  Score: Raw -105337.281666 + Penalty 2238.454586 = -103098.827080
  nChanged 19
		SP:Iteration 11Q (17635.210000 sec): 3 clusters
  Score: Raw -105361.081111 + Penalty 2238.454586 = -103122.626525
  nChanged 9
		SP:Iteration 12Q (17635.210000 sec): 3 clusters
  Score: Raw -105373.601121 + Penalty 2238.454586 = -103135.146535
  nChanged 9
		SP:Iteration 13Q (17635.220000 sec): 3 clusters
  Score: Raw -105383.042601 + Penalty 2238.454586 = -103144.588015
  nChanged 5
		SP:Iteration 14Q (17635.220000 sec): 3 clusters
  Score: Raw -105389.617720 + Penalty 2238.454586 = -103151.163135
  nChanged 10
		SP:Iteration 15Q (17635.220000 sec): 3 clusters
  Score: Raw -105402.657619 + Penalty 2238.454586 = -103164.203033
  nChanged 14
		SP:Iteration 16Q (17635.220000 sec): 3 clusters
  Score: Raw -105424.738076 + Penalty 2238.454586 = -103186.283490
  nChanged 14
		SP:Iteration 17Q (17635.220000 sec): 3 clusters
  Score: Raw -105436.029015 + Penalty 2238.454586 = -103197.574430
  nChanged 9
		SP:Iteration 18Q (17635.230000 sec): 3 clusters
  Score: Raw -105445.553863 + Penalty 2238.454586 = -103207.099277
  nChanged 7
		SP:Iteration 19Q (17635.230000 sec): 3 clusters
  Score: Raw -105451.421420 + Penalty 2238.454586 = -103212.966834
  nChanged 6
		SP:Iteration 20F (17635.230000 sec): 3 clusters
  Score: Raw -105456.232235 + Penalty 2238.454586 = -103217.777649
  nChanged 5
		SP:Iteration 21Q (17635.230000 sec): 3 clusters
  Score: Raw -105461.376620 + Penalty 2238.454586 = -103222.922034
  nChanged 1
		SP:Iteration 22Q (17635.240000 sec): 3 clusters
  Score: Raw -105461.995440 + Penalty 2238.454586 = -103223.540854
  nChanged 2
		SP:Iteration 23Q (17635.240000 sec): 3 clusters
  Score: Raw -105463.340019 + Penalty 2238.454586 = -103224.885433
  nChanged 2
		SP:Iteration 24Q (17635.240000 sec): 3 clusters
  Score: Raw -105464.707634 + Penalty 2238.454586 = -103226.253049
  nChanged 4
		SP:Iteration 25Q (17635.240000 sec): 3 clusters
  Score: Raw -105468.742289 + Penalty 2238.454586 = -103230.287704
  nChanged 3
		SP:Iteration 26Q (17635.240000 sec): 3 clusters
  Score: Raw -105470.489510 + Penalty 2238.454586 = -103232.034924
  nChanged 2
		SP:Iteration 27Q (17635.240000 sec): 3 clusters
  Score: Raw -105471.894215 + Penalty 2238.454586 = -103233.439629
  nChanged 3
		SP:Iteration 28Q (17635.250000 sec): 3 clusters
  Score: Raw -105474.373421 + Penalty 2238.454586 = -103235.918835
  nChanged 2
		SP:Iteration 29Q (17635.250000 sec): 3 clusters
  Score: Raw -105475.673595 + Penalty 2238.454586 = -103237.219009
  nChanged 1
		SP:Iteration 30Q (17635.250000 sec): 3 clusters
  Score: Raw -105476.421331 + Penalty 2238.454586 = -103237.966745
  nChanged 0
		SP:Iteration 31F (17635.260000 sec): 3 clusters
  Score: Raw -105476.421331 + Penalty 2238.454586 = -103237.966745
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (31612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17635.340000 sec): 2 clusters
  Score: Raw -3715874.676322 + Penalty 1683.709962 = -3714190.966360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17635.420000 sec): 3 clusters
  Score: Raw -3696310.725172 + Penalty 3367.419924 = -3692943.305248
  nChanged 14503
		SP:Iteration 1F (17635.500000 sec): 3 clusters
  Score: Raw -3704765.852198 + Penalty 3367.419924 = -3701398.432274
  nChanged 1678
		SP:Iteration 2F (17635.580000 sec): 3 clusters
  Score: Raw -3705627.609782 + Penalty 3367.419924 = -3702260.189858
  nChanged 2009
		SP:Iteration 3F (17635.650000 sec): 3 clusters
  Score: Raw -3706939.842721 + Penalty 3367.419924 = -3703572.422796
  nChanged 2401
		SP:Iteration 4F (17635.730000 sec): 3 clusters
  Score: Raw -3708859.106108 + Penalty 3367.419924 = -3705491.686183
  nChanged 2653
		SP:Iteration 5F (17635.810000 sec): 3 clusters
  Score: Raw -3711286.817613 + Penalty 3367.419924 = -3707919.397689
  nChanged 2318
		SP:Iteration 6F (17635.880000 sec): 3 clusters
  Score: Raw -3713505.173488 + Penalty 3367.419924 = -3710137.753564
  nChanged 1483
		SP:Iteration 7Q (17635.960000 sec): 3 clusters
  Score: Raw -3714941.284395 + Penalty 3367.419924 = -3711573.864470
  nChanged 708
		SP:Iteration 8Q (17636.020000 sec): 3 clusters
  Score: Raw -3715601.628947 + Penalty 3367.419924 = -3712234.209023
  nChanged 270
		SP:Iteration 9Q (17636.080000 sec): 3 clusters
  Score: Raw -3715864.534315 + Penalty 3367.419924 = -3712497.114391
  nChanged 98
		SP:Iteration 10Q (17636.140000 sec): 3 clusters
  Score: Raw -3715987.903463 + Penalty 3367.419924 = -3712620.483539
  nChanged 48
		SP:Iteration 11Q (17636.200000 sec): 3 clusters
  Score: Raw -3716043.677158 + Penalty 3367.419924 = -3712676.257234
  nChanged 16
		SP:Iteration 12Q (17636.250000 sec): 3 clusters
  Score: Raw -3716066.225374 + Penalty 3367.419924 = -3712698.805450
  nChanged 5
		SP:Iteration 13Q (17636.300000 sec): 3 clusters
  Score: Raw -3716077.978128 + Penalty 3367.419924 = -3712710.558204
  nChanged 4
		SP:Iteration 14Q (17636.360000 sec): 3 clusters
  Score: Raw -3716082.652694 + Penalty 3367.419924 = -3712715.232770
  nChanged 6
		SP:Iteration 15Q (17636.410000 sec): 3 clusters
  Score: Raw -3716087.038862 + Penalty 3367.419924 = -3712719.618938
  nChanged 3
		SP:Iteration 16Q (17636.460000 sec): 3 clusters
  Score: Raw -3716091.912887 + Penalty 3367.419924 = -3712724.492962
  nChanged 3
		SP:Iteration 17Q (17636.520000 sec): 3 clusters
  Score: Raw -3716096.028562 + Penalty 3367.419924 = -3712728.608638
  nChanged 2
		SP:Iteration 18Q (17636.570000 sec): 3 clusters
  Score: Raw -3716097.143317 + Penalty 3367.419924 = -3712729.723393
  nChanged 2
		SP:Iteration 19Q (17636.620000 sec): 3 clusters
  Score: Raw -3716098.044389 + Penalty 3367.419924 = -3712730.624465
  nChanged 1
		SP:Iteration 20F (17636.700000 sec): 3 clusters
  Score: Raw -3716098.972272 + Penalty 3367.419924 = -3712731.552348
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17636.750000 sec): 2 clusters
  Score: Raw -1549098.282071 + Penalty 1545.735939 = -1547552.546132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17636.780000 sec): 3 clusters
  Score: Raw -1541146.014060 + Penalty 3091.471878 = -1538054.542182
  nChanged 6032
		SP:Iteration 1F (17636.810000 sec): 3 clusters
  Score: Raw -1544375.537070 + Penalty 3091.471878 = -1541284.065191
  nChanged 728
		SP:Iteration 2F (17636.840000 sec): 3 clusters
  Score: Raw -1544658.365605 + Penalty 3091.471878 = -1541566.893726
  nChanged 667
		SP:Iteration 3Q (17636.880000 sec): 3 clusters
  Score: Raw -1544941.000922 + Penalty 3091.471878 = -1541849.529044
  nChanged 688
		SP:Iteration 4F (17636.910000 sec): 3 clusters
  Score: Raw -1545260.285054 + Penalty 3091.471878 = -1542168.813176
  nChanged 650
		SP:Iteration 5Q (17636.940000 sec): 3 clusters
  Score: Raw -1545627.456911 + Penalty 3091.471878 = -1542535.985033
  nChanged 704
		SP:Iteration 6F (17636.980000 sec): 3 clusters
  Score: Raw -1546123.575371 + Penalty 3091.471878 = -1543032.103493
  nChanged 718
		SP:Iteration 7F (17637.010000 sec): 3 clusters
  Score: Raw -1546698.272433 + Penalty 3091.471878 = -1543606.800555
  nChanged 744
		SP:Iteration 8F (17637.040000 sec): 3 clusters
  Score: Raw -1547294.680146 + Penalty 3091.471878 = -1544203.208268
  nChanged 684
		SP:Iteration 9F (17637.070000 sec): 3 clusters
  Score: Raw -1547814.251057 + Penalty 3091.471878 = -1544722.779179
  nChanged 630
		SP:Iteration 10Q (17637.100000 sec): 3 clusters
  Score: Raw -1548256.695854 + Penalty 3091.471878 = -1545165.223976
  nChanged 467
		SP:Iteration 11Q (17637.130000 sec): 3 clusters
  Score: Raw -1548512.711334 + Penalty 3091.471878 = -1545421.239456
  nChanged 359
		SP:Iteration 12Q (17637.160000 sec): 3 clusters
  Score: Raw -1548664.301674 + Penalty 3091.471878 = -1545572.829795
  nChanged 264
		SP:Iteration 13Q (17637.190000 sec): 3 clusters
  Score: Raw -1548751.305438 + Penalty 3091.471878 = -1545659.833560
  nChanged 193
		SP:Iteration 14Q (17637.220000 sec): 3 clusters
  Score: Raw -1548797.753428 + Penalty 3091.471878 = -1545706.281550
  nChanged 130
		SP:Iteration 15Q (17637.250000 sec): 3 clusters
  Score: Raw -1548826.115125 + Penalty 3091.471878 = -1545734.643247
  nChanged 95
		SP:Iteration 16Q (17637.280000 sec): 3 clusters
  Score: Raw -1548848.113171 + Penalty 3091.471878 = -1545756.641293
  nChanged 83
		SP:Iteration 17Q (17637.310000 sec): 3 clusters
  Score: Raw -1548862.832945 + Penalty 3091.471878 = -1545771.361066
  nChanged 71
		SP:Iteration 18Q (17637.340000 sec): 3 clusters
  Score: Raw -1548874.026223 + Penalty 3091.471878 = -1545782.554345
  nChanged 48
		SP:Iteration 19Q (17637.370000 sec): 3 clusters
  Score: Raw -1548882.023792 + Penalty 3091.471878 = -1545790.551914
  nChanged 45
		SP:Iteration 20F (17637.400000 sec): 3 clusters
  Score: Raw -1548888.268366 + Penalty 3091.471878 = -1545796.796488
  nChanged 40
		SP:Iteration 21Q (17637.430000 sec): 3 clusters
  Score: Raw -1548893.350825 + Penalty 3091.471878 = -1545801.878946
  nChanged 28
		SP:Iteration 22Q (17637.460000 sec): 3 clusters
  Score: Raw -1548897.379766 + Penalty 3091.471878 = -1545805.907888
  nChanged 35
		SP:Iteration 23Q (17637.480000 sec): 3 clusters
  Score: Raw -1548903.269158 + Penalty 3091.471878 = -1545811.797280
  nChanged 30
		SP:Iteration 24Q (17637.520000 sec): 3 clusters
  Score: Raw -1548906.868335 + Penalty 3091.471878 = -1545815.396457
  nChanged 24
		SP:Iteration 25Q (17637.540000 sec): 3 clusters
  Score: Raw -1548909.107789 + Penalty 3091.471878 = -1545817.635911
  nChanged 20
		SP:Iteration 26Q (17637.570000 sec): 3 clusters
  Score: Raw -1548911.552713 + Penalty 3091.471878 = -1545820.080835
  nChanged 23
		SP:Iteration 27Q (17637.600000 sec): 3 clusters
  Score: Raw -1548915.208567 + Penalty 3091.471878 = -1545823.736689
  nChanged 33
		SP:Iteration 28Q (17637.630000 sec): 3 clusters
  Score: Raw -1548920.899361 + Penalty 3091.471878 = -1545829.427483
  nChanged 29
		SP:Iteration 29Q (17637.660000 sec): 3 clusters
  Score: Raw -1548924.337364 + Penalty 3091.471878 = -1545832.865486
  nChanged 24
		SP:Iteration 30Q (17637.680000 sec): 3 clusters
  Score: Raw -1548926.536910 + Penalty 3091.471878 = -1545835.065032
  nChanged 20
		SP:Iteration 31Q (17637.720000 sec): 3 clusters
  Score: Raw -1548928.219164 + Penalty 3091.471878 = -1545836.747286
  nChanged 11
		SP:Iteration 32Q (17637.740000 sec): 3 clusters
  Score: Raw -1548929.728474 + Penalty 3091.471878 = -1545838.256596
  nChanged 14
		SP:Iteration 33Q (17637.770000 sec): 3 clusters
  Score: Raw -1548931.225798 + Penalty 3091.471878 = -1545839.753920
  nChanged 22
		SP:Iteration 34Q (17637.800000 sec): 3 clusters
  Score: Raw -1548933.297227 + Penalty 3091.471878 = -1545841.825349
  nChanged 15
		SP:Iteration 35Q (17637.830000 sec): 3 clusters
  Score: Raw -1548934.818399 + Penalty 3091.471878 = -1545843.346521
  nChanged 17
		SP:Iteration 36Q (17637.860000 sec): 3 clusters
  Score: Raw -1548936.453583 + Penalty 3091.471878 = -1545844.981705
  nChanged 13
		SP:Iteration 37Q (17637.880000 sec): 3 clusters
  Score: Raw -1548937.746242 + Penalty 3091.471878 = -1545846.274364
  nChanged 12
		SP:Iteration 38Q (17637.910000 sec): 3 clusters
  Score: Raw -1548938.893557 + Penalty 3091.471878 = -1545847.421679
  nChanged 11
		SP:Iteration 39Q (17637.940000 sec): 3 clusters
  Score: Raw -1548940.329000 + Penalty 3091.471878 = -1545848.857122
  nChanged 16
		SP:Iteration 40F (17637.970000 sec): 3 clusters
  Score: Raw -1548941.958303 + Penalty 3091.471878 = -1545850.486425
  nChanged 22
		SP:Iteration 41Q (17638.000000 sec): 3 clusters
  Score: Raw -1548945.086183 + Penalty 3091.471878 = -1545853.614305
  nChanged 17
		SP:Iteration 42Q (17638.030000 sec): 3 clusters
  Score: Raw -1548947.799036 + Penalty 3091.471878 = -1545856.327158
  nChanged 22
		SP:Iteration 43Q (17638.060000 sec): 3 clusters
  Score: Raw -1548951.109560 + Penalty 3091.471878 = -1545859.637682
  nChanged 23
		SP:Iteration 44Q (17638.090000 sec): 3 clusters
  Score: Raw -1548953.774986 + Penalty 3091.471878 = -1545862.303108
  nChanged 23
		SP:Iteration 45Q (17638.120000 sec): 3 clusters
  Score: Raw -1548956.977482 + Penalty 3091.471878 = -1545865.505604
  nChanged 31
		SP:Iteration 46Q (17638.140000 sec): 3 clusters
  Score: Raw -1548960.418098 + Penalty 3091.471878 = -1545868.946219
  nChanged 25
		SP:Iteration 47Q (17638.170000 sec): 3 clusters
  Score: Raw -1548962.767837 + Penalty 3091.471878 = -1545871.295958
  nChanged 18
		SP:Iteration 48Q (17638.200000 sec): 3 clusters
  Score: Raw -1548964.734814 + Penalty 3091.471878 = -1545873.262935
  nChanged 17
		SP:Iteration 49Q (17638.230000 sec): 3 clusters
  Score: Raw -1548966.166142 + Penalty 3091.471878 = -1545874.694264
  nChanged 21
		SP:Iteration 50Q (17638.260000 sec): 3 clusters
  Score: Raw -1548968.549089 + Penalty 3091.471878 = -1545877.077210
  nChanged 23
		SP:Iteration 51Q (17638.280000 sec): 3 clusters
  Score: Raw -1548971.755505 + Penalty 3091.471878 = -1545880.283627
  nChanged 28
		SP:Iteration 52Q (17638.310000 sec): 3 clusters
  Score: Raw -1548975.868301 + Penalty 3091.471878 = -1545884.396423
  nChanged 31
		SP:Iteration 53Q (17638.340000 sec): 3 clusters
  Score: Raw -1548980.646029 + Penalty 3091.471878 = -1545889.174151
  nChanged 31
		SP:Iteration 54Q (17638.370000 sec): 3 clusters
  Score: Raw -1548986.205640 + Penalty 3091.471878 = -1545894.733762
  nChanged 33
		SP:Iteration 55Q (17638.400000 sec): 3 clusters
  Score: Raw -1548992.264712 + Penalty 3091.471878 = -1545900.792833
  nChanged 39
		SP:Iteration 56Q (17638.430000 sec): 3 clusters
  Score: Raw -1548997.672148 + Penalty 3091.471878 = -1545906.200269
  nChanged 31
		SP:Iteration 57Q (17638.460000 sec): 3 clusters
  Score: Raw -1549002.453653 + Penalty 3091.471878 = -1545910.981775
  nChanged 37
		SP:Iteration 58Q (17638.480000 sec): 3 clusters
  Score: Raw -1549007.783140 + Penalty 3091.471878 = -1545916.311262
  nChanged 30
		SP:Iteration 59Q (17638.510000 sec): 3 clusters
  Score: Raw -1549012.266239 + Penalty 3091.471878 = -1545920.794361
  nChanged 29
		SP:Iteration 60F (17638.540000 sec): 3 clusters
  Score: Raw -1549015.906128 + Penalty 3091.471878 = -1545924.434250
  nChanged 23
		SP:Iteration 61Q (17638.570000 sec): 3 clusters
  Score: Raw -1549019.040281 + Penalty 3091.471878 = -1545927.568403
  nChanged 32
		SP:Iteration 62Q (17638.600000 sec): 3 clusters
  Score: Raw -1549023.736746 + Penalty 3091.471878 = -1545932.264867
  nChanged 38
		SP:Iteration 63Q (17638.630000 sec): 3 clusters
  Score: Raw -1549030.857421 + Penalty 3091.471878 = -1545939.385543
  nChanged 41
		SP:Iteration 64Q (17638.660000 sec): 3 clusters
  Score: Raw -1549037.578424 + Penalty 3091.471878 = -1545946.106546
  nChanged 37
		SP:Iteration 65Q (17638.680000 sec): 3 clusters
  Score: Raw -1549046.057364 + Penalty 3091.471878 = -1545954.585486
  nChanged 41
		SP:Iteration 66Q (17638.710000 sec): 3 clusters
  Score: Raw -1549056.511846 + Penalty 3091.471878 = -1545965.039967
  nChanged 48
		SP:Iteration 67Q (17638.740000 sec): 3 clusters
  Score: Raw -1549067.397896 + Penalty 3091.471878 = -1545975.926018
  nChanged 45
		SP:Iteration 68Q (17638.760000 sec): 3 clusters
  Score: Raw -1549076.183026 + Penalty 3091.471878 = -1545984.711148
  nChanged 38
		SP:Iteration 69Q (17638.790000 sec): 3 clusters
  Score: Raw -1549084.313565 + Penalty 3091.471878 = -1545992.841687
  nChanged 38
		SP:Iteration 70Q (17638.820000 sec): 3 clusters
  Score: Raw -1549091.143710 + Penalty 3091.471878 = -1545999.671832
  nChanged 41
		SP:Iteration 71Q (17638.850000 sec): 3 clusters
  Score: Raw -1549099.847827 + Penalty 3091.471878 = -1546008.375949
  nChanged 45
		SP:Iteration 72Q (17638.880000 sec): 3 clusters
  Score: Raw -1549109.657375 + Penalty 3091.471878 = -1546018.185497
  nChanged 39
		SP:Iteration 73Q (17638.900000 sec): 3 clusters
  Score: Raw -1549117.953267 + Penalty 3091.471878 = -1546026.481389
  nChanged 39
		SP:Iteration 74Q (17638.930000 sec): 3 clusters
  Score: Raw -1549128.236366 + Penalty 3091.471878 = -1546036.764488
  nChanged 43
		SP:Iteration 75Q (17638.960000 sec): 3 clusters
  Score: Raw -1549137.850970 + Penalty 3091.471878 = -1546046.379092
  nChanged 44
		SP:Iteration 76Q (17638.980000 sec): 3 clusters
  Score: Raw -1549147.154349 + Penalty 3091.471878 = -1546055.682471
  nChanged 38
		SP:Iteration 77Q (17639.010000 sec): 3 clusters
  Score: Raw -1549154.610310 + Penalty 3091.471878 = -1546063.138432
  nChanged 45
		SP:Iteration 78Q (17639.040000 sec): 3 clusters
  Score: Raw -1549162.411603 + Penalty 3091.471878 = -1546070.939725
  nChanged 33
		SP:Iteration 79Q (17639.070000 sec): 3 clusters
  Score: Raw -1549170.135017 + Penalty 3091.471878 = -1546078.663138
  nChanged 42
		SP:Iteration 80F (17639.100000 sec): 3 clusters
  Score: Raw -1549180.955673 + Penalty 3091.471878 = -1546089.483795
  nChanged 45
		SP:Iteration 81Q (17639.120000 sec): 3 clusters
  Score: Raw -1549193.196585 + Penalty 3091.471878 = -1546101.724706
  nChanged 59
		SP:Iteration 82Q (17639.150000 sec): 3 clusters
  Score: Raw -1549207.214204 + Penalty 3091.471878 = -1546115.742326
  nChanged 60
		SP:Iteration 83Q (17639.180000 sec): 3 clusters
  Score: Raw -1549222.647154 + Penalty 3091.471878 = -1546131.175276
  nChanged 66
		SP:Iteration 84Q (17639.210000 sec): 3 clusters
  Score: Raw -1549240.128032 + Penalty 3091.471878 = -1546148.656154
  nChanged 57
		SP:Iteration 85Q (17639.230000 sec): 3 clusters
  Score: Raw -1549253.047464 + Penalty 3091.471878 = -1546161.575585
  nChanged 53
		SP:Iteration 86Q (17639.260000 sec): 3 clusters
  Score: Raw -1549267.037215 + Penalty 3091.471878 = -1546175.565336
  nChanged 56
		SP:Iteration 87Q (17639.290000 sec): 3 clusters
  Score: Raw -1549280.824074 + Penalty 3091.471878 = -1546189.352196
  nChanged 64
		SP:Iteration 88Q (17639.310000 sec): 3 clusters
  Score: Raw -1549297.570357 + Penalty 3091.471878 = -1546206.098479
  nChanged 58
		SP:Iteration 89Q (17639.340000 sec): 3 clusters
  Score: Raw -1549313.032469 + Penalty 3091.471878 = -1546221.560591
  nChanged 67
		SP:Iteration 90Q (17639.370000 sec): 3 clusters
  Score: Raw -1549331.102529 + Penalty 3091.471878 = -1546239.630651
  nChanged 75
		SP:Iteration 91Q (17639.390000 sec): 3 clusters
  Score: Raw -1549350.988122 + Penalty 3091.471878 = -1546259.516244
  nChanged 70
		SP:Iteration 92Q (17639.420000 sec): 3 clusters
  Score: Raw -1549371.749644 + Penalty 3091.471878 = -1546280.277766
  nChanged 71
		SP:Iteration 93Q (17639.450000 sec): 3 clusters
  Score: Raw -1549393.511491 + Penalty 3091.471878 = -1546302.039613
  nChanged 73
		SP:Iteration 94Q (17639.470000 sec): 3 clusters
  Score: Raw -1549414.396516 + Penalty 3091.471878 = -1546322.924638
  nChanged 92
		SP:Iteration 95Q (17639.500000 sec): 3 clusters
  Score: Raw -1549441.984486 + Penalty 3091.471878 = -1546350.512607
  nChanged 90
		SP:Iteration 96Q (17639.520000 sec): 3 clusters
  Score: Raw -1549469.157049 + Penalty 3091.471878 = -1546377.685171
  nChanged 77
		SP:Iteration 97Q (17639.550000 sec): 3 clusters
  Score: Raw -1549492.119694 + Penalty 3091.471878 = -1546400.647815
  nChanged 67
		SP:Iteration 98Q (17639.580000 sec): 3 clusters
  Score: Raw -1549511.137613 + Penalty 3091.471878 = -1546419.665735
  nChanged 70
		SP:Iteration 99Q (17639.600000 sec): 3 clusters
  Score: Raw -1549531.399155 + Penalty 3091.471878 = -1546439.927277
  nChanged 78
		SP:Iteration 100F (17639.640000 sec): 3 clusters
  Score: Raw -1549556.858469 + Penalty 3091.471878 = -1546465.386591
  nChanged 87
		SP:Iteration 101Q (17639.660000 sec): 3 clusters
  Score: Raw -1549582.617519 + Penalty 3091.471878 = -1546491.145640
  nChanged 83
		SP:Iteration 102Q (17639.690000 sec): 3 clusters
  Score: Raw -1549603.997846 + Penalty 3091.471878 = -1546512.525967
  nChanged 69
		SP:Iteration 103Q (17639.710000 sec): 3 clusters
  Score: Raw -1549623.028175 + Penalty 3091.471878 = -1546531.556297
  nChanged 60
		SP:Iteration 104Q (17639.740000 sec): 3 clusters
  Score: Raw -1549637.656208 + Penalty 3091.471878 = -1546546.184330
  nChanged 60
		SP:Iteration 105Q (17639.760000 sec): 3 clusters
  Score: Raw -1549651.268848 + Penalty 3091.471878 = -1546559.796970
  nChanged 51
		SP:Iteration 106Q (17639.790000 sec): 3 clusters
  Score: Raw -1549660.771255 + Penalty 3091.471878 = -1546569.299377
  nChanged 52
		SP:Iteration 107Q (17639.820000 sec): 3 clusters
  Score: Raw -1549672.023638 + Penalty 3091.471878 = -1546580.551760
  nChanged 54
		SP:Iteration 108Q (17639.840000 sec): 3 clusters
  Score: Raw -1549686.340417 + Penalty 3091.471878 = -1546594.868539
  nChanged 54
		SP:Iteration 109Q (17639.870000 sec): 3 clusters
  Score: Raw -1549698.700246 + Penalty 3091.471878 = -1546607.228367
  nChanged 50
		SP:Iteration 110Q (17639.900000 sec): 3 clusters
  Score: Raw -1549709.557678 + Penalty 3091.471878 = -1546618.085800
  nChanged 41
		SP:Iteration 111Q (17639.920000 sec): 3 clusters
  Score: Raw -1549718.410240 + Penalty 3091.471878 = -1546626.938362
  nChanged 52
		SP:Iteration 112Q (17639.950000 sec): 3 clusters
  Score: Raw -1549730.555592 + Penalty 3091.471878 = -1546639.083714
  nChanged 49
		SP:Iteration 113Q (17639.970000 sec): 3 clusters
  Score: Raw -1549740.697792 + Penalty 3091.471878 = -1546649.225913
  nChanged 41
		SP:Iteration 114Q (17640.000000 sec): 3 clusters
  Score: Raw -1549747.468742 + Penalty 3091.471878 = -1546655.996864
  nChanged 26
		SP:Iteration 115Q (17640.020000 sec): 3 clusters
  Score: Raw -1549751.655048 + Penalty 3091.471878 = -1546660.183170
  nChanged 22
		SP:Iteration 116Q (17640.050000 sec): 3 clusters
  Score: Raw -1549754.500463 + Penalty 3091.471878 = -1546663.028585
  nChanged 14
		SP:Iteration 117Q (17640.080000 sec): 3 clusters
  Score: Raw -1549756.491438 + Penalty 3091.471878 = -1546665.019559
  nChanged 18
		SP:Iteration 118Q (17640.100000 sec): 3 clusters
  Score: Raw -1549759.180292 + Penalty 3091.471878 = -1546667.708414
  nChanged 22
		SP:Iteration 119Q (17640.130000 sec): 3 clusters
  Score: Raw -1549762.612537 + Penalty 3091.471878 = -1546671.140659
  nChanged 19
		SP:Iteration 120F (17640.160000 sec): 3 clusters
  Score: Raw -1549765.780442 + Penalty 3091.471878 = -1546674.308564
  nChanged 15
		SP:Iteration 121Q (17640.180000 sec): 3 clusters
  Score: Raw -1549767.496753 + Penalty 3091.471878 = -1546676.024875
  nChanged 12
		SP:Iteration 122Q (17640.210000 sec): 3 clusters
  Score: Raw -1549768.932112 + Penalty 3091.471878 = -1546677.460234
  nChanged 10
		SP:Iteration 123Q (17640.240000 sec): 3 clusters
  Score: Raw -1549770.333504 + Penalty 3091.471878 = -1546678.861625
  nChanged 13
		SP:Iteration 124Q (17640.260000 sec): 3 clusters
  Score: Raw -1549771.904521 + Penalty 3091.471878 = -1546680.432643
  nChanged 9
		SP:Iteration 125Q (17640.290000 sec): 3 clusters
  Score: Raw -1549772.984276 + Penalty 3091.471878 = -1546681.512398
  nChanged 12
		SP:Iteration 126Q (17640.320000 sec): 3 clusters
  Score: Raw -1549774.528335 + Penalty 3091.471878 = -1546683.056457
  nChanged 10
		SP:Iteration 127Q (17640.340000 sec): 3 clusters
  Score: Raw -1549775.630805 + Penalty 3091.471878 = -1546684.158926
  nChanged 7
		SP:Iteration 128Q (17640.370000 sec): 3 clusters
  Score: Raw -1549776.250381 + Penalty 3091.471878 = -1546684.778503
  nChanged 6
		SP:Iteration 129Q (17640.390000 sec): 3 clusters
  Score: Raw -1549776.947631 + Penalty 3091.471878 = -1546685.475753
  nChanged 5
		SP:Iteration 130Q (17640.420000 sec): 3 clusters
  Score: Raw -1549777.497010 + Penalty 3091.471878 = -1546686.025132
  nChanged 5
		SP:Iteration 131Q (17640.440000 sec): 3 clusters
  Score: Raw -1549777.892757 + Penalty 3091.471878 = -1546686.420879
  nChanged 2
		SP:Iteration 132Q (17640.470000 sec): 3 clusters
  Score: Raw -1549778.178359 + Penalty 3091.471878 = -1546686.706480
  nChanged 3
		SP:Iteration 133Q (17640.500000 sec): 3 clusters
  Score: Raw -1549778.589501 + Penalty 3091.471878 = -1546687.117623
  nChanged 1
		SP:Iteration 134Q (17640.520000 sec): 3 clusters
  Score: Raw -1549778.641023 + Penalty 3091.471878 = -1546687.169145
  nChanged 0
		SP:Iteration 135F (17640.560000 sec): 3 clusters
  Score: Raw -1549778.641023 + Penalty 3091.471878 = -1546687.169145
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17640.590000 sec): 2 clusters
  Score: Raw -1296686.511886 + Penalty 1515.501965 = -1295171.009922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17640.610000 sec): 3 clusters
  Score: Raw -1290185.671822 + Penalty 3031.003930 = -1287154.667892
  nChanged 4946
		SP:Iteration 1F (17640.640000 sec): 3 clusters
  Score: Raw -1292839.451773 + Penalty 3031.003930 = -1289808.447843
  nChanged 672
		SP:Iteration 2F (17640.670000 sec): 3 clusters
  Score: Raw -1293148.022304 + Penalty 3031.003930 = -1290117.018375
  nChanged 607
		SP:Iteration 3F (17640.690000 sec): 3 clusters
  Score: Raw -1293401.403021 + Penalty 3031.003930 = -1290370.399091
  nChanged 540
		SP:Iteration 4Q (17640.720000 sec): 3 clusters
  Score: Raw -1293618.840684 + Penalty 3031.003930 = -1290587.836754
  nChanged 453
		SP:Iteration 5Q (17640.740000 sec): 3 clusters
  Score: Raw -1293816.068794 + Penalty 3031.003930 = -1290785.064864
  nChanged 445
		SP:Iteration 6Q (17640.770000 sec): 3 clusters
  Score: Raw -1294010.554932 + Penalty 3031.003930 = -1290979.551002
  nChanged 491
		SP:Iteration 7Q (17640.800000 sec): 3 clusters
  Score: Raw -1294234.847551 + Penalty 3031.003930 = -1291203.843622
  nChanged 510
		SP:Iteration 8Q (17640.820000 sec): 3 clusters
  Score: Raw -1294510.569698 + Penalty 3031.003930 = -1291479.565768
  nChanged 524
		SP:Iteration 9Q (17640.850000 sec): 3 clusters
  Score: Raw -1294824.090234 + Penalty 3031.003930 = -1291793.086305
  nChanged 566
		SP:Iteration 10F (17640.880000 sec): 3 clusters
  Score: Raw -1295182.467761 + Penalty 3031.003930 = -1292151.463831
  nChanged 543
		SP:Iteration 11Q (17640.900000 sec): 3 clusters
  Score: Raw -1295523.039382 + Penalty 3031.003930 = -1292492.035452
  nChanged 462
		SP:Iteration 12Q (17640.930000 sec): 3 clusters
  Score: Raw -1295803.184968 + Penalty 3031.003930 = -1292772.181039
  nChanged 386
		SP:Iteration 13Q (17640.960000 sec): 3 clusters
  Score: Raw -1296024.857793 + Penalty 3031.003930 = -1292993.853863
  nChanged 296
		SP:Iteration 14Q (17640.980000 sec): 3 clusters
  Score: Raw -1296201.517312 + Penalty 3031.003930 = -1293170.513383
  nChanged 237
		SP:Iteration 15Q (17641.010000 sec): 3 clusters
  Score: Raw -1296370.842343 + Penalty 3031.003930 = -1293339.838413
  nChanged 189
		SP:Iteration 16Q (17641.040000 sec): 3 clusters
  Score: Raw -1296515.772678 + Penalty 3031.003930 = -1293484.768749
  nChanged 121
		SP:Iteration 17Q (17641.060000 sec): 3 clusters
  Score: Raw -1296604.662865 + Penalty 3031.003930 = -1293573.658935
  nChanged 92
		SP:Iteration 18Q (17641.080000 sec): 3 clusters
  Score: Raw -1296667.809511 + Penalty 3031.003930 = -1293636.805582
  nChanged 83
		SP:Iteration 19Q (17641.110000 sec): 3 clusters
  Score: Raw -1296722.844817 + Penalty 3031.003930 = -1293691.840887
  nChanged 64
		SP:Iteration 20F (17641.130000 sec): 3 clusters
  Score: Raw -1296768.295510 + Penalty 3031.003930 = -1293737.291581
  nChanged 62
		SP:Iteration 21Q (17641.160000 sec): 3 clusters
  Score: Raw -1296804.138612 + Penalty 3031.003930 = -1293773.134682
  nChanged 51
		SP:Iteration 22Q (17641.180000 sec): 3 clusters
  Score: Raw -1296835.992478 + Penalty 3031.003930 = -1293804.988548
  nChanged 47
		SP:Iteration 23Q (17641.200000 sec): 3 clusters
  Score: Raw -1296866.414271 + Penalty 3031.003930 = -1293835.410341
  nChanged 29
		SP:Iteration 24Q (17641.220000 sec): 3 clusters
  Score: Raw -1296885.882232 + Penalty 3031.003930 = -1293854.878302
  nChanged 21
		SP:Iteration 25Q (17641.240000 sec): 3 clusters
  Score: Raw -1296900.919736 + Penalty 3031.003930 = -1293869.915806
  nChanged 20
		SP:Iteration 26Q (17641.260000 sec): 3 clusters
  Score: Raw -1296915.462683 + Penalty 3031.003930 = -1293884.458754
  nChanged 17
		SP:Iteration 27Q (17641.280000 sec): 3 clusters
  Score: Raw -1296927.143240 + Penalty 3031.003930 = -1293896.139310
  nChanged 13
		SP:Iteration 28Q (17641.300000 sec): 3 clusters
  Score: Raw -1296932.850923 + Penalty 3031.003930 = -1293901.846993
  nChanged 10
		SP:Iteration 29Q (17641.320000 sec): 3 clusters
  Score: Raw -1296937.885642 + Penalty 3031.003930 = -1293906.881713
  nChanged 3
		SP:Iteration 30Q (17641.340000 sec): 3 clusters
  Score: Raw -1296939.837582 + Penalty 3031.003930 = -1293908.833652
  nChanged 5
		SP:Iteration 31Q (17641.360000 sec): 3 clusters
  Score: Raw -1296941.205102 + Penalty 3031.003930 = -1293910.201172
  nChanged 8
		SP:Iteration 32Q (17641.380000 sec): 3 clusters
  Score: Raw -1296944.819111 + Penalty 3031.003930 = -1293913.815181
  nChanged 6
		SP:Iteration 33Q (17641.400000 sec): 3 clusters
  Score: Raw -1296947.195255 + Penalty 3031.003930 = -1293916.191325
  nChanged 2
		SP:Iteration 34Q (17641.420000 sec): 3 clusters
  Score: Raw -1296947.660049 + Penalty 3031.003930 = -1293916.656120
  nChanged 2
		SP:Iteration 35Q (17641.440000 sec): 3 clusters
  Score: Raw -1296948.313650 + Penalty 3031.003930 = -1293917.309720
  nChanged 3
		SP:Iteration 36Q (17641.460000 sec): 3 clusters
  Score: Raw -1296949.134427 + Penalty 3031.003930 = -1293918.130498
  nChanged 1
		SP:Iteration 37Q (17641.480000 sec): 3 clusters
  Score: Raw -1296949.378007 + Penalty 3031.003930 = -1293918.374078
  nChanged 1
		SP:Iteration 38Q (17641.500000 sec): 3 clusters
  Score: Raw -1296950.083892 + Penalty 3031.003930 = -1293919.079962
  nChanged 1
		SP:Iteration 39Q (17641.520000 sec): 3 clusters
  Score: Raw -1296950.821719 + Penalty 3031.003930 = -1293919.817790
  nChanged 2
		SP:Iteration 40F (17641.540000 sec): 3 clusters
  Score: Raw -1296951.597553 + Penalty 3031.003930 = -1293920.593623
  nChanged 1
		SP:Iteration 41Q (17641.560000 sec): 3 clusters
  Score: Raw -1296951.851551 + Penalty 3031.003930 = -1293920.847621
  nChanged 0
		SP:Iteration 42F (17641.590000 sec): 3 clusters
  Score: Raw -1296951.851551 + Penalty 3031.003930 = -1293920.847621
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17641.610000 sec): 2 clusters
  Score: Raw -622229.710279 + Penalty 1401.761880 = -620827.948399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17641.620000 sec): 3 clusters
  Score: Raw -619306.459902 + Penalty 2803.523760 = -616502.936143
  nChanged 2299
		SP:Iteration 1F (17641.640000 sec): 3 clusters
  Score: Raw -620638.627949 + Penalty 2803.523760 = -617835.104189
  nChanged 419
		SP:Iteration 2F (17641.650000 sec): 3 clusters
  Score: Raw -620883.040911 + Penalty 2803.523760 = -618079.517152
  nChanged 333
		SP:Iteration 3F (17641.660000 sec): 3 clusters
  Score: Raw -621061.831789 + Penalty 2803.523760 = -618258.308029
  nChanged 259
		SP:Iteration 4Q (17641.680000 sec): 3 clusters
  Score: Raw -621204.352311 + Penalty 2803.523760 = -618400.828551
  nChanged 253
		SP:Iteration 5Q (17641.690000 sec): 3 clusters
  Score: Raw -621337.321802 + Penalty 2803.523760 = -618533.798042
  nChanged 225
		SP:Iteration 6Q (17641.700000 sec): 3 clusters
  Score: Raw -621465.420722 + Penalty 2803.523760 = -618661.896962
  nChanged 223
		SP:Iteration 7Q (17641.720000 sec): 3 clusters
  Score: Raw -621592.240005 + Penalty 2803.523760 = -618788.716246
  nChanged 212
		SP:Iteration 8Q (17641.730000 sec): 3 clusters
  Score: Raw -621713.372966 + Penalty 2803.523760 = -618909.849206
  nChanged 179
		SP:Iteration 9Q (17641.740000 sec): 3 clusters
  Score: Raw -621819.822497 + Penalty 2803.523760 = -619016.298737
  nChanged 173
		SP:Iteration 10Q (17641.760000 sec): 3 clusters
  Score: Raw -621924.224865 + Penalty 2803.523760 = -619120.701105
  nChanged 154
		SP:Iteration 11Q (17641.770000 sec): 3 clusters
  Score: Raw -622026.963714 + Penalty 2803.523760 = -619223.439955
  nChanged 123
		SP:Iteration 12Q (17641.780000 sec): 3 clusters
  Score: Raw -622096.849833 + Penalty 2803.523760 = -619293.326073
  nChanged 112
		SP:Iteration 13Q (17641.790000 sec): 3 clusters
  Score: Raw -622156.844265 + Penalty 2803.523760 = -619353.320505
  nChanged 108
		SP:Iteration 14Q (17641.810000 sec): 3 clusters
  Score: Raw -622225.233671 + Penalty 2803.523760 = -619421.709912
  nChanged 97
		SP:Iteration 15Q (17641.820000 sec): 3 clusters
  Score: Raw -622283.900503 + Penalty 2803.523760 = -619480.376743
  nChanged 78
		SP:Iteration 16Q (17641.830000 sec): 3 clusters
  Score: Raw -622328.712526 + Penalty 2803.523760 = -619525.188766
  nChanged 56
		SP:Iteration 17Q (17641.840000 sec): 3 clusters
  Score: Raw -622360.188780 + Penalty 2803.523760 = -619556.665020
  nChanged 45
		SP:Iteration 18Q (17641.860000 sec): 3 clusters
  Score: Raw -622386.001390 + Penalty 2803.523760 = -619582.477630
  nChanged 46
		SP:Iteration 19Q (17641.870000 sec): 3 clusters
  Score: Raw -622410.108167 + Penalty 2803.523760 = -619606.584408
  nChanged 39
		SP:Iteration 20F (17641.880000 sec): 3 clusters
  Score: Raw -622429.630380 + Penalty 2803.523760 = -619626.106621
  nChanged 31
		SP:Iteration 21Q (17641.890000 sec): 3 clusters
  Score: Raw -622444.140850 + Penalty 2803.523760 = -619640.617090
  nChanged 20
		SP:Iteration 22Q (17641.900000 sec): 3 clusters
  Score: Raw -622455.528510 + Penalty 2803.523760 = -619652.004750
  nChanged 19
		SP:Iteration 23Q (17641.920000 sec): 3 clusters
  Score: Raw -622463.113373 + Penalty 2803.523760 = -619659.589613
  nChanged 10
		SP:Iteration 24Q (17641.930000 sec): 3 clusters
  Score: Raw -622470.384472 + Penalty 2803.523760 = -619666.860712
  nChanged 15
		SP:Iteration 25Q (17641.940000 sec): 3 clusters
  Score: Raw -622479.888136 + Penalty 2803.523760 = -619676.364376
  nChanged 16
		SP:Iteration 26Q (17641.950000 sec): 3 clusters
  Score: Raw -622488.682429 + Penalty 2803.523760 = -619685.158670
  nChanged 13
		SP:Iteration 27Q (17641.960000 sec): 3 clusters
  Score: Raw -622495.513948 + Penalty 2803.523760 = -619691.990188
  nChanged 9
		SP:Iteration 28Q (17641.980000 sec): 3 clusters
  Score: Raw -622501.546728 + Penalty 2803.523760 = -619698.022968
  nChanged 9
		SP:Iteration 29Q (17641.990000 sec): 3 clusters
  Score: Raw -622506.985425 + Penalty 2803.523760 = -619703.461666
  nChanged 7
		SP:Iteration 30Q (17642.000000 sec): 3 clusters
  Score: Raw -622510.047063 + Penalty 2803.523760 = -619706.523303
  nChanged 4
		SP:Iteration 31Q (17642.010000 sec): 3 clusters
  Score: Raw -622512.851372 + Penalty 2803.523760 = -619709.327612
  nChanged 4
		SP:Iteration 32Q (17642.020000 sec): 3 clusters
  Score: Raw -622517.041023 + Penalty 2803.523760 = -619713.517263
  nChanged 12
		SP:Iteration 33Q (17642.030000 sec): 3 clusters
  Score: Raw -622529.195818 + Penalty 2803.523760 = -619725.672058
  nChanged 11
		SP:Iteration 34Q (17642.040000 sec): 3 clusters
  Score: Raw -622535.992769 + Penalty 2803.523760 = -619732.469009
  nChanged 3
		SP:Iteration 35Q (17642.060000 sec): 3 clusters
  Score: Raw -622538.385793 + Penalty 2803.523760 = -619734.862033
  nChanged 4
		SP:Iteration 36Q (17642.070000 sec): 3 clusters
  Score: Raw -622540.127520 + Penalty 2803.523760 = -619736.603761
  nChanged 5
		SP:Iteration 37Q (17642.080000 sec): 3 clusters
  Score: Raw -622542.173935 + Penalty 2803.523760 = -619738.650175
  nChanged 1
		SP:Iteration 38Q (17642.090000 sec): 3 clusters
  Score: Raw -622542.349395 + Penalty 2803.523760 = -619738.825635
  nChanged 0
		SP:Iteration 39F (17642.100000 sec): 3 clusters
  Score: Raw -622542.349395 + Penalty 2803.523760 = -619738.825635
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (55747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17642.260000 sec): 2 clusters
  Score: Raw -6480034.194244 + Penalty 1775.894067 = -6478258.300177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17642.400000 sec): 3 clusters
  Score: Raw -6444660.063801 + Penalty 3551.788135 = -6441108.275667
  nChanged 26160
		SP:Iteration 1F (17642.530000 sec): 3 clusters
  Score: Raw -6459566.694746 + Penalty 3551.788135 = -6456014.906612
  nChanged 2536
		SP:Iteration 2Q (17642.670000 sec): 3 clusters
  Score: Raw -6460574.106703 + Penalty 3551.788135 = -6457022.318568
  nChanged 3066
		SP:Iteration 3F (17642.810000 sec): 3 clusters
  Score: Raw -6462159.648834 + Penalty 3551.788135 = -6458607.860699
  nChanged 3951
		SP:Iteration 4F (17642.950000 sec): 3 clusters
  Score: Raw -6464818.480777 + Penalty 3551.788135 = -6461266.692642
  nChanged 4777
		SP:Iteration 5F (17643.080000 sec): 3 clusters
  Score: Raw -6468834.203798 + Penalty 3551.788135 = -6465282.415664
  nChanged 4813
		SP:Iteration 6F (17643.220000 sec): 3 clusters
  Score: Raw -6473363.830159 + Penalty 3551.788135 = -6469812.042024
  nChanged 3578
		SP:Iteration 7F (17643.360000 sec): 3 clusters
  Score: Raw -6476703.873410 + Penalty 3551.788135 = -6473152.085275
  nChanged 2145
		SP:Iteration 8Q (17643.500000 sec): 3 clusters
  Score: Raw -6478621.613476 + Penalty 3551.788135 = -6475069.825341
  nChanged 1092
		SP:Iteration 9Q (17643.630000 sec): 3 clusters
  Score: Raw -6479563.940169 + Penalty 3551.788135 = -6476012.152034
  nChanged 481
		SP:Iteration 10Q (17643.750000 sec): 3 clusters
  Score: Raw -6479971.698673 + Penalty 3551.788135 = -6476419.910539
  nChanged 234
		SP:Iteration 11Q (17643.860000 sec): 3 clusters
  Score: Raw -6480176.220826 + Penalty 3551.788135 = -6476624.432691
  nChanged 110
		SP:Iteration 12Q (17643.970000 sec): 3 clusters
  Score: Raw -6480264.251138 + Penalty 3551.788135 = -6476712.463003
  nChanged 71
		SP:Iteration 13Q (17644.080000 sec): 3 clusters
  Score: Raw -6480328.543297 + Penalty 3551.788135 = -6476776.755162
  nChanged 44
		SP:Iteration 14Q (17644.180000 sec): 3 clusters
  Score: Raw -6480376.098592 + Penalty 3551.788135 = -6476824.310457
  nChanged 33
		SP:Iteration 15Q (17644.280000 sec): 3 clusters
  Score: Raw -6480409.688418 + Penalty 3551.788135 = -6476857.900284
  nChanged 32
		SP:Iteration 16Q (17644.380000 sec): 3 clusters
  Score: Raw -6480435.773900 + Penalty 3551.788135 = -6476883.985765
  nChanged 21
		SP:Iteration 17Q (17644.480000 sec): 3 clusters
  Score: Raw -6480452.058566 + Penalty 3551.788135 = -6476900.270431
  nChanged 17
		SP:Iteration 18Q (17644.580000 sec): 3 clusters
  Score: Raw -6480476.291232 + Penalty 3551.788135 = -6476924.503097
  nChanged 21
		SP:Iteration 19Q (17644.680000 sec): 3 clusters
  Score: Raw -6480504.610139 + Penalty 3551.788135 = -6476952.822005
  nChanged 24
		SP:Iteration 20F (17644.810000 sec): 3 clusters
  Score: Raw -6480532.683123 + Penalty 3551.788135 = -6476980.894988
  nChanged 23
		SP:Iteration 21Q (17644.910000 sec): 3 clusters
  Score: Raw -6480553.922567 + Penalty 3551.788135 = -6477002.134432
  nChanged 14
		SP:Iteration 22Q (17645.000000 sec): 3 clusters
  Score: Raw -6480566.023870 + Penalty 3551.788135 = -6477014.235735
  nChanged 14
		SP:Iteration 23Q (17645.100000 sec): 3 clusters
  Score: Raw -6480575.680743 + Penalty 3551.788135 = -6477023.892608
  nChanged 7
		SP:Iteration 24Q (17645.200000 sec): 3 clusters
  Score: Raw -6480581.689074 + Penalty 3551.788135 = -6477029.900939
  nChanged 10
		SP:Iteration 25Q (17645.290000 sec): 3 clusters
  Score: Raw -6480588.941353 + Penalty 3551.788135 = -6477037.153218
  nChanged 7
		SP:Iteration 26Q (17645.380000 sec): 3 clusters
  Score: Raw -6480591.689778 + Penalty 3551.788135 = -6477039.901643
  nChanged 4
		SP:Iteration 27Q (17645.480000 sec): 3 clusters
  Score: Raw -6480592.929579 + Penalty 3551.788135 = -6477041.141444
  nChanged 5
		SP:Iteration 28Q (17645.580000 sec): 3 clusters
  Score: Raw -6480595.501670 + Penalty 3551.788135 = -6477043.713535
  nChanged 3
		SP:Iteration 29Q (17645.670000 sec): 3 clusters
  Score: Raw -6480597.822214 + Penalty 3551.788135 = -6477046.034079
  nChanged 3
		SP:Iteration 30Q (17645.770000 sec): 3 clusters
  Score: Raw -6480599.918979 + Penalty 3551.788135 = -6477048.130844
  nChanged 1
		SP:Iteration 31Q (17645.860000 sec): 3 clusters
  Score: Raw -6480600.303488 + Penalty 3551.788135 = -6477048.515353
  nChanged 1
		SP:Iteration 32Q (17645.960000 sec): 3 clusters
  Score: Raw -6480601.395116 + Penalty 3551.788135 = -6477049.606982
  nChanged 1
		SP:Iteration 33Q (17646.060000 sec): 3 clusters
  Score: Raw -6480602.395394 + Penalty 3551.788135 = -6477050.607259
  nChanged 4
		SP:Iteration 34Q (17646.150000 sec): 3 clusters
  Score: Raw -6480604.771146 + Penalty 3551.788135 = -6477052.983011
  nChanged 6
		SP:Iteration 35Q (17646.250000 sec): 3 clusters
  Score: Raw -6480609.584284 + Penalty 3551.788135 = -6477057.796150
  nChanged 6
		SP:Iteration 36Q (17646.340000 sec): 3 clusters
  Score: Raw -6480612.497758 + Penalty 3551.788135 = -6477060.709623
  nChanged 6
		SP:Iteration 37Q (17646.440000 sec): 3 clusters
  Score: Raw -6480616.303759 + Penalty 3551.788135 = -6477064.515624
  nChanged 4
		SP:Iteration 38Q (17646.530000 sec): 3 clusters
  Score: Raw -6480617.756407 + Penalty 3551.788135 = -6477065.968272
  nChanged 1
		SP:Iteration 39Q (17646.630000 sec): 3 clusters
  Score: Raw -6480618.071305 + Penalty 3551.788135 = -6477066.283171
  nChanged 1
		SP:Iteration 40F (17646.760000 sec): 3 clusters
  Score: Raw -6480618.389127 + Penalty 3551.788135 = -6477066.600992
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (105699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17647.030000 sec): 2 clusters
  Score: Raw -12107443.312487 + Penalty 1879.856991 = -12105563.455497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17647.300000 sec): 3 clusters
  Score: Raw -12038137.365156 + Penalty 3759.713981 = -12034377.651175
  nChanged 50813
		SP:Iteration 1F (17647.560000 sec): 3 clusters
  Score: Raw -12069336.712149 + Penalty 3759.713981 = -12065576.998168
  nChanged 5640
		SP:Iteration 2F (17647.820000 sec): 3 clusters
  Score: Raw -12072198.095422 + Penalty 3759.713981 = -12068438.381441
  nChanged 7000
		SP:Iteration 3F (17648.080000 sec): 3 clusters
  Score: Raw -12076447.946725 + Penalty 3759.713981 = -12072688.232744
  nChanged 8051
		SP:Iteration 4F (17648.350000 sec): 3 clusters
  Score: Raw -12081888.661517 + Penalty 3759.713981 = -12078128.947536
  nChanged 8241
		SP:Iteration 5F (17648.610000 sec): 3 clusters
  Score: Raw -12087969.013881 + Penalty 3759.713981 = -12084209.299900
  nChanged 7570
		SP:Iteration 6F (17648.880000 sec): 3 clusters
  Score: Raw -12093905.202828 + Penalty 3759.713981 = -12090145.488846
  nChanged 6258
		SP:Iteration 7F (17649.140000 sec): 3 clusters
  Score: Raw -12098793.332351 + Penalty 3759.713981 = -12095033.618370
  nChanged 4672
		SP:Iteration 8Q (17649.400000 sec): 3 clusters
  Score: Raw -12102423.551522 + Penalty 3759.713981 = -12098663.837540
  nChanged 3231
		SP:Iteration 9Q (17649.660000 sec): 3 clusters
  Score: Raw -12104960.397375 + Penalty 3759.713981 = -12101200.683394
  nChanged 2049
		SP:Iteration 10Q (17649.910000 sec): 3 clusters
  Score: Raw -12106535.178125 + Penalty 3759.713981 = -12102775.464144
  nChanged 1093
		SP:Iteration 11Q (17650.140000 sec): 3 clusters
  Score: Raw -12107343.163510 + Penalty 3759.713981 = -12103583.449529
  nChanged 642
		SP:Iteration 12Q (17650.370000 sec): 3 clusters
  Score: Raw -12107819.309223 + Penalty 3759.713981 = -12104059.595242
  nChanged 312
		SP:Iteration 13Q (17650.580000 sec): 3 clusters
  Score: Raw -12108076.623739 + Penalty 3759.713981 = -12104316.909758
  nChanged 198
		SP:Iteration 14Q (17650.780000 sec): 3 clusters
  Score: Raw -12108265.945541 + Penalty 3759.713981 = -12104506.231560
  nChanged 129
		SP:Iteration 15Q (17650.980000 sec): 3 clusters
  Score: Raw -12108415.421125 + Penalty 3759.713981 = -12104655.707144
  nChanged 107
		SP:Iteration 16Q (17651.170000 sec): 3 clusters
  Score: Raw -12108530.051112 + Penalty 3759.713981 = -12104770.337131
  nChanged 75
		SP:Iteration 17Q (17651.360000 sec): 3 clusters
  Score: Raw -12108613.579339 + Penalty 3759.713981 = -12104853.865358
  nChanged 75
		SP:Iteration 18Q (17651.550000 sec): 3 clusters
  Score: Raw -12108685.185105 + Penalty 3759.713981 = -12104925.471124
  nChanged 58
		SP:Iteration 19Q (17651.740000 sec): 3 clusters
  Score: Raw -12108730.425474 + Penalty 3759.713981 = -12104970.711493
  nChanged 48
		SP:Iteration 20F (17651.990000 sec): 3 clusters
  Score: Raw -12108766.524105 + Penalty 3759.713981 = -12105006.810124
  nChanged 40
		SP:Iteration 21Q (17652.180000 sec): 3 clusters
  Score: Raw -12108803.425496 + Penalty 3759.713981 = -12105043.711515
  nChanged 42
		SP:Iteration 22Q (17652.360000 sec): 3 clusters
  Score: Raw -12108848.104765 + Penalty 3759.713981 = -12105088.390784
  nChanged 49
		SP:Iteration 23Q (17652.540000 sec): 3 clusters
  Score: Raw -12108900.523449 + Penalty 3759.713981 = -12105140.809468
  nChanged 41
		SP:Iteration 24Q (17652.730000 sec): 3 clusters
  Score: Raw -12108940.828543 + Penalty 3759.713981 = -12105181.114562
  nChanged 36
		SP:Iteration 25Q (17652.910000 sec): 3 clusters
  Score: Raw -12108974.372884 + Penalty 3759.713981 = -12105214.658902
  nChanged 37
		SP:Iteration 26Q (17653.090000 sec): 3 clusters
  Score: Raw -12109003.486882 + Penalty 3759.713981 = -12105243.772901
  nChanged 31
		SP:Iteration 27Q (17653.280000 sec): 3 clusters
  Score: Raw -12109026.713482 + Penalty 3759.713981 = -12105266.999501
  nChanged 35
		SP:Iteration 28Q (17653.460000 sec): 3 clusters
  Score: Raw -12109048.159625 + Penalty 3759.713981 = -12105288.445643
  nChanged 29
		SP:Iteration 29Q (17653.640000 sec): 3 clusters
  Score: Raw -12109065.636190 + Penalty 3759.713981 = -12105305.922209
  nChanged 21
		SP:Iteration 30Q (17653.820000 sec): 3 clusters
  Score: Raw -12109076.918810 + Penalty 3759.713981 = -12105317.204829
  nChanged 15
		SP:Iteration 31Q (17654.010000 sec): 3 clusters
  Score: Raw -12109085.560855 + Penalty 3759.713981 = -12105325.846874
  nChanged 11
		SP:Iteration 32Q (17654.190000 sec): 3 clusters
  Score: Raw -12109092.289286 + Penalty 3759.713981 = -12105332.575304
  nChanged 16
		SP:Iteration 33Q (17654.370000 sec): 3 clusters
  Score: Raw -12109104.264310 + Penalty 3759.713981 = -12105344.550329
  nChanged 16
		SP:Iteration 34Q (17654.550000 sec): 3 clusters
  Score: Raw -12109113.855758 + Penalty 3759.713981 = -12105354.141777
  nChanged 11
		SP:Iteration 35Q (17654.730000 sec): 3 clusters
  Score: Raw -12109120.983719 + Penalty 3759.713981 = -12105361.269738
  nChanged 9
		SP:Iteration 36Q (17654.910000 sec): 3 clusters
  Score: Raw -12109128.615282 + Penalty 3759.713981 = -12105368.901301
  nChanged 13
		SP:Iteration 37Q (17655.090000 sec): 3 clusters
  Score: Raw -12109134.653694 + Penalty 3759.713981 = -12105374.939713
  nChanged 13
		SP:Iteration 38Q (17655.270000 sec): 3 clusters
  Score: Raw -12109141.619313 + Penalty 3759.713981 = -12105381.905332
  nChanged 10
		SP:Iteration 39Q (17655.450000 sec): 3 clusters
  Score: Raw -12109147.109298 + Penalty 3759.713981 = -12105387.395317
  nChanged 12
		SP:Iteration 40F (17655.710000 sec): 3 clusters
  Score: Raw -12109154.968170 + Penalty 3759.713981 = -12105395.254189
  nChanged 16
		SP:Iteration 41Q (17655.890000 sec): 3 clusters
  Score: Raw -12109164.087558 + Penalty 3759.713981 = -12105404.373577
  nChanged 19
		SP:Iteration 42Q (17656.070000 sec): 3 clusters
  Score: Raw -12109175.411911 + Penalty 3759.713981 = -12105415.697930
  nChanged 12
		SP:Iteration 43Q (17656.250000 sec): 3 clusters
  Score: Raw -12109183.167253 + Penalty 3759.713981 = -12105423.453272
  nChanged 7
		SP:Iteration 44Q (17656.430000 sec): 3 clusters
  Score: Raw -12109186.987431 + Penalty 3759.713981 = -12105427.273450
  nChanged 7
		SP:Iteration 45Q (17656.610000 sec): 3 clusters
  Score: Raw -12109190.071454 + Penalty 3759.713981 = -12105430.357473
  nChanged 4
		SP:Iteration 46Q (17656.790000 sec): 3 clusters
  Score: Raw -12109191.410594 + Penalty 3759.713981 = -12105431.696613
  nChanged 2
		SP:Iteration 47Q (17656.980000 sec): 3 clusters
  Score: Raw -12109192.536051 + Penalty 3759.713981 = -12105432.822070
  nChanged 0
		SP:Iteration 48F (17657.240000 sec): 3 clusters
  Score: Raw -12109192.536051 + Penalty 3759.713981 = -12105432.822070
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17657.290000 sec): 2 clusters
  Score: Raw -490710.218428 + Penalty 1367.535542 = -489342.682886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17657.310000 sec): 3 clusters
  Score: Raw -488402.874024 + Penalty 2735.071084 = -485667.802940
  nChanged 1815
		SP:Iteration 1F (17657.310000 sec): 3 clusters
  Score: Raw -489362.893834 + Penalty 2735.071084 = -486627.822750
  nChanged 335
		SP:Iteration 2F (17657.330000 sec): 3 clusters
  Score: Raw -489568.823707 + Penalty 2735.071084 = -486833.752623
  nChanged 266
		SP:Iteration 3F (17657.340000 sec): 3 clusters
  Score: Raw -489748.350755 + Penalty 2735.071084 = -487013.279671
  nChanged 222
		SP:Iteration 4Q (17657.350000 sec): 3 clusters
  Score: Raw -489892.975064 + Penalty 2735.071084 = -487157.903980
  nChanged 211
		SP:Iteration 5Q (17657.360000 sec): 3 clusters
  Score: Raw -490049.927103 + Penalty 2735.071084 = -487314.856019
  nChanged 208
		SP:Iteration 6Q (17657.370000 sec): 3 clusters
  Score: Raw -490253.195773 + Penalty 2735.071084 = -487518.124689
  nChanged 231
		SP:Iteration 7F (17657.380000 sec): 3 clusters
  Score: Raw -490513.748754 + Penalty 2735.071084 = -487778.677670
  nChanged 245
		SP:Iteration 8F (17657.390000 sec): 3 clusters
  Score: Raw -490727.339928 + Penalty 2735.071084 = -487992.268844
  nChanged 210
		SP:Iteration 9Q (17657.400000 sec): 3 clusters
  Score: Raw -490870.285450 + Penalty 2735.071084 = -488135.214366
  nChanged 172
		SP:Iteration 10Q (17657.410000 sec): 3 clusters
  Score: Raw -490990.984620 + Penalty 2735.071084 = -488255.913536
  nChanged 158
		SP:Iteration 11Q (17657.420000 sec): 3 clusters
  Score: Raw -491098.454264 + Penalty 2735.071084 = -488363.383180
  nChanged 142
		SP:Iteration 12Q (17657.430000 sec): 3 clusters
  Score: Raw -491204.493717 + Penalty 2735.071084 = -488469.422633
  nChanged 145
		SP:Iteration 13Q (17657.440000 sec): 3 clusters
  Score: Raw -491317.256031 + Penalty 2735.071084 = -488582.184947
  nChanged 115
		SP:Iteration 14Q (17657.450000 sec): 3 clusters
  Score: Raw -491406.799902 + Penalty 2735.071084 = -488671.728818
  nChanged 95
		SP:Iteration 15Q (17657.460000 sec): 3 clusters
  Score: Raw -491488.861967 + Penalty 2735.071084 = -488753.790883
  nChanged 100
		SP:Iteration 16Q (17657.470000 sec): 3 clusters
  Score: Raw -491580.060655 + Penalty 2735.071084 = -488844.989571
  nChanged 102
		SP:Iteration 17Q (17657.480000 sec): 3 clusters
  Score: Raw -491662.078295 + Penalty 2735.071084 = -488927.007211
  nChanged 87
		SP:Iteration 18Q (17657.490000 sec): 3 clusters
  Score: Raw -491731.273122 + Penalty 2735.071084 = -488996.202038
  nChanged 66
		SP:Iteration 19Q (17657.500000 sec): 3 clusters
  Score: Raw -491776.901590 + Penalty 2735.071084 = -489041.830506
  nChanged 48
		SP:Iteration 20F (17657.510000 sec): 3 clusters
  Score: Raw -491806.541643 + Penalty 2735.071084 = -489071.470559
  nChanged 35
		SP:Iteration 21Q (17657.510000 sec): 3 clusters
  Score: Raw -491824.403164 + Penalty 2735.071084 = -489089.332080
  nChanged 27
		SP:Iteration 22Q (17657.530000 sec): 3 clusters
  Score: Raw -491839.170457 + Penalty 2735.071084 = -489104.099373
  nChanged 30
		SP:Iteration 23Q (17657.530000 sec): 3 clusters
  Score: Raw -491852.539015 + Penalty 2735.071084 = -489117.467931
  nChanged 22
		SP:Iteration 24Q (17657.540000 sec): 3 clusters
  Score: Raw -491859.932891 + Penalty 2735.071084 = -489124.861807
  nChanged 9
		SP:Iteration 25Q (17657.550000 sec): 3 clusters
  Score: Raw -491862.433077 + Penalty 2735.071084 = -489127.361993
  nChanged 6
		SP:Iteration 26Q (17657.560000 sec): 3 clusters
  Score: Raw -491865.111278 + Penalty 2735.071084 = -489130.040194
  nChanged 12
		SP:Iteration 27Q (17657.570000 sec): 3 clusters
  Score: Raw -491868.376267 + Penalty 2735.071084 = -489133.305183
  nChanged 5
		SP:Iteration 28Q (17657.580000 sec): 3 clusters
  Score: Raw -491870.331376 + Penalty 2735.071084 = -489135.260292
  nChanged 5
		SP:Iteration 29Q (17657.590000 sec): 3 clusters
  Score: Raw -491871.946984 + Penalty 2735.071084 = -489136.875900
  nChanged 6
		SP:Iteration 30Q (17657.590000 sec): 3 clusters
  Score: Raw -491873.685887 + Penalty 2735.071084 = -489138.614803
  nChanged 5
		SP:Iteration 31Q (17657.610000 sec): 3 clusters
  Score: Raw -491874.670960 + Penalty 2735.071084 = -489139.599876
  nChanged 3
		SP:Iteration 32Q (17657.610000 sec): 3 clusters
  Score: Raw -491875.439530 + Penalty 2735.071084 = -489140.368446
  nChanged 3
		SP:Iteration 33Q (17657.620000 sec): 3 clusters
  Score: Raw -491876.315124 + Penalty 2735.071084 = -489141.244040
  nChanged 3
		SP:Iteration 34Q (17657.630000 sec): 3 clusters
  Score: Raw -491877.272433 + Penalty 2735.071084 = -489142.201349
  nChanged 2
		SP:Iteration 35Q (17657.640000 sec): 3 clusters
  Score: Raw -491877.865341 + Penalty 2735.071084 = -489142.794257
  nChanged 4
		SP:Iteration 36Q (17657.650000 sec): 3 clusters
  Score: Raw -491880.345829 + Penalty 2735.071084 = -489145.274745
  nChanged 2
		SP:Iteration 37Q (17657.660000 sec): 3 clusters
  Score: Raw -491880.933229 + Penalty 2735.071084 = -489145.862145
  nChanged 1
		SP:Iteration 38Q (17657.670000 sec): 3 clusters
  Score: Raw -491881.154139 + Penalty 2735.071084 = -489146.083055
  nChanged 0
		SP:Iteration 39F (17657.680000 sec): 3 clusters
  Score: Raw -491881.154139 + Penalty 2735.071084 = -489146.083055
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17657.710000 sec): 2 clusters
  Score: Raw -1498719.487030 + Penalty 1535.712373 = -1497183.774658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17657.740000 sec): 3 clusters
  Score: Raw -1491362.044779 + Penalty 3071.424745 = -1488290.620033
  nChanged 5596
		SP:Iteration 1F (17657.770000 sec): 3 clusters
  Score: Raw -1494453.583319 + Penalty 3071.424745 = -1491382.158573
  nChanged 732
		SP:Iteration 2F (17657.800000 sec): 3 clusters
  Score: Raw -1494753.325437 + Penalty 3071.424745 = -1491681.900692
  nChanged 637
		SP:Iteration 3F (17657.830000 sec): 3 clusters
  Score: Raw -1495051.782384 + Penalty 3071.424745 = -1491980.357639
  nChanged 632
		SP:Iteration 4Q (17657.860000 sec): 3 clusters
  Score: Raw -1495383.084891 + Penalty 3071.424745 = -1492311.660146
  nChanged 660
		SP:Iteration 5F (17657.890000 sec): 3 clusters
  Score: Raw -1495788.913279 + Penalty 3071.424745 = -1492717.488534
  nChanged 707
		SP:Iteration 6F (17657.920000 sec): 3 clusters
  Score: Raw -1496251.086558 + Penalty 3071.424745 = -1493179.661813
  nChanged 757
		SP:Iteration 7F (17657.950000 sec): 3 clusters
  Score: Raw -1496805.242236 + Penalty 3071.424745 = -1493733.817491
  nChanged 722
		SP:Iteration 8F (17657.980000 sec): 3 clusters
  Score: Raw -1497350.848338 + Penalty 3071.424745 = -1494279.423592
  nChanged 620
		SP:Iteration 9Q (17658.010000 sec): 3 clusters
  Score: Raw -1497838.084643 + Penalty 3071.424745 = -1494766.659898
  nChanged 485
		SP:Iteration 10Q (17658.040000 sec): 3 clusters
  Score: Raw -1498219.347454 + Penalty 3071.424745 = -1495147.922709
  nChanged 324
		SP:Iteration 11Q (17658.070000 sec): 3 clusters
  Score: Raw -1498486.216829 + Penalty 3071.424745 = -1495414.792083
  nChanged 215
		SP:Iteration 12Q (17658.090000 sec): 3 clusters
  Score: Raw -1498666.671991 + Penalty 3071.424745 = -1495595.247246
  nChanged 139
		SP:Iteration 13Q (17658.110000 sec): 3 clusters
  Score: Raw -1498774.564307 + Penalty 3071.424745 = -1495703.139562
  nChanged 74
		SP:Iteration 14Q (17658.140000 sec): 3 clusters
  Score: Raw -1498838.209377 + Penalty 3071.424745 = -1495766.784632
  nChanged 44
		SP:Iteration 15Q (17658.160000 sec): 3 clusters
  Score: Raw -1498867.355711 + Penalty 3071.424745 = -1495795.930965
  nChanged 22
		SP:Iteration 16Q (17658.190000 sec): 3 clusters
  Score: Raw -1498890.210915 + Penalty 3071.424745 = -1495818.786169
  nChanged 19
		SP:Iteration 17Q (17658.210000 sec): 3 clusters
  Score: Raw -1498904.918860 + Penalty 3071.424745 = -1495833.494115
  nChanged 15
		SP:Iteration 18Q (17658.230000 sec): 3 clusters
  Score: Raw -1498919.138298 + Penalty 3071.424745 = -1495847.713553
  nChanged 11
		SP:Iteration 19Q (17658.250000 sec): 3 clusters
  Score: Raw -1498931.367571 + Penalty 3071.424745 = -1495859.942826
  nChanged 11
		SP:Iteration 20F (17658.280000 sec): 3 clusters
  Score: Raw -1498940.355668 + Penalty 3071.424745 = -1495868.930922
  nChanged 10
		SP:Iteration 21Q (17658.310000 sec): 3 clusters
  Score: Raw -1498949.016515 + Penalty 3071.424745 = -1495877.591770
  nChanged 6
		SP:Iteration 22Q (17658.330000 sec): 3 clusters
  Score: Raw -1498954.127416 + Penalty 3071.424745 = -1495882.702671
  nChanged 5
		SP:Iteration 23Q (17658.350000 sec): 3 clusters
  Score: Raw -1498958.704218 + Penalty 3071.424745 = -1495887.279473
  nChanged 2
		SP:Iteration 24Q (17658.370000 sec): 3 clusters
  Score: Raw -1498959.194025 + Penalty 3071.424745 = -1495887.769280
  nChanged 1
		SP:Iteration 25Q (17658.390000 sec): 3 clusters
  Score: Raw -1498959.784872 + Penalty 3071.424745 = -1495888.360127
  nChanged 1
		SP:Iteration 26Q (17658.410000 sec): 3 clusters
  Score: Raw -1498960.549931 + Penalty 3071.424745 = -1495889.125186
  nChanged 1
		SP:Iteration 27Q (17658.440000 sec): 3 clusters
  Score: Raw -1498961.342993 + Penalty 3071.424745 = -1495889.918248
  nChanged 1
		SP:Iteration 28Q (17658.460000 sec): 3 clusters
  Score: Raw -1498962.021791 + Penalty 3071.424745 = -1495890.597046
  nChanged 2
		SP:Iteration 29Q (17658.480000 sec): 3 clusters
  Score: Raw -1498962.868207 + Penalty 3071.424745 = -1495891.443461
  nChanged 0
		SP:Iteration 30F (17658.510000 sec): 3 clusters
  Score: Raw -1498962.868207 + Penalty 3071.424745 = -1495891.443461
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (97059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17658.770000 sec): 2 clusters
  Score: Raw -11330732.823478 + Penalty 1865.999577 = -11328866.823901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17659.010000 sec): 3 clusters
  Score: Raw -11267606.101283 + Penalty 3731.999154 = -11263874.102129
  nChanged 46317
		SP:Iteration 1F (17659.250000 sec): 3 clusters
  Score: Raw -11295839.125135 + Penalty 3731.999154 = -11292107.125981
  nChanged 4666
		SP:Iteration 2Q (17659.500000 sec): 3 clusters
  Score: Raw -11298025.311757 + Penalty 3731.999154 = -11294293.312603
  nChanged 5385
		SP:Iteration 3F (17659.740000 sec): 3 clusters
  Score: Raw -11301045.633406 + Penalty 3731.999154 = -11297313.634252
  nChanged 6041
		SP:Iteration 4F (17659.990000 sec): 3 clusters
  Score: Raw -11304898.511713 + Penalty 3731.999154 = -11301166.512559
  nChanged 6231
		SP:Iteration 5F (17660.230000 sec): 3 clusters
  Score: Raw -11309075.640419 + Penalty 3731.999154 = -11305343.641265
  nChanged 5997
		SP:Iteration 6F (17660.480000 sec): 3 clusters
  Score: Raw -11313040.139525 + Penalty 3731.999154 = -11309308.140371
  nChanged 5258
		SP:Iteration 7F (17660.720000 sec): 3 clusters
  Score: Raw -11316434.126274 + Penalty 3731.999154 = -11312702.127120
  nChanged 4710
		SP:Iteration 8Q (17660.970000 sec): 3 clusters
  Score: Raw -11319313.122668 + Penalty 3731.999154 = -11315581.123514
  nChanged 4227
		SP:Iteration 9Q (17661.200000 sec): 3 clusters
  Score: Raw -11321860.037702 + Penalty 3731.999154 = -11318128.038548
  nChanged 3828
		SP:Iteration 10Q (17661.440000 sec): 3 clusters
  Score: Raw -11324094.341483 + Penalty 3731.999154 = -11320362.342329
  nChanged 3340
		SP:Iteration 11Q (17661.660000 sec): 3 clusters
  Score: Raw -11326022.666117 + Penalty 3731.999154 = -11322290.666963
  nChanged 2812
		SP:Iteration 12Q (17661.880000 sec): 3 clusters
  Score: Raw -11327624.827482 + Penalty 3731.999154 = -11323892.828328
  nChanged 2278
		SP:Iteration 13Q (17662.090000 sec): 3 clusters
  Score: Raw -11328905.249142 + Penalty 3731.999154 = -11325173.249988
  nChanged 1849
		SP:Iteration 14Q (17662.300000 sec): 3 clusters
  Score: Raw -11329906.633959 + Penalty 3731.999154 = -11326174.634805
  nChanged 1432
		SP:Iteration 15Q (17662.500000 sec): 3 clusters
  Score: Raw -11330646.129990 + Penalty 3731.999154 = -11326914.130836
  nChanged 1040
		SP:Iteration 16Q (17662.690000 sec): 3 clusters
  Score: Raw -11331175.982881 + Penalty 3731.999154 = -11327443.983727
  nChanged 782
		SP:Iteration 17Q (17662.880000 sec): 3 clusters
  Score: Raw -11331553.255419 + Penalty 3731.999154 = -11327821.256265
  nChanged 584
		SP:Iteration 18Q (17663.070000 sec): 3 clusters
  Score: Raw -11331805.348086 + Penalty 3731.999154 = -11328073.348932
  nChanged 469
		SP:Iteration 19Q (17663.250000 sec): 3 clusters
  Score: Raw -11332001.731021 + Penalty 3731.999154 = -11328269.731867
  nChanged 351
		SP:Iteration 20F (17663.490000 sec): 3 clusters
  Score: Raw -11332140.579216 + Penalty 3731.999154 = -11328408.580062
  nChanged 258
		SP:Iteration 21Q (17663.660000 sec): 3 clusters
  Score: Raw -11332230.277879 + Penalty 3731.999154 = -11328498.278725
  nChanged 220
		SP:Iteration 22Q (17663.840000 sec): 3 clusters
  Score: Raw -11332308.604485 + Penalty 3731.999154 = -11328576.605331
  nChanged 153
		SP:Iteration 23Q (17664.010000 sec): 3 clusters
  Score: Raw -11332352.832438 + Penalty 3731.999154 = -11328620.833284
  nChanged 116
		SP:Iteration 24Q (17664.180000 sec): 3 clusters
  Score: Raw -11332383.231054 + Penalty 3731.999154 = -11328651.231900
  nChanged 84
		SP:Iteration 25Q (17664.360000 sec): 3 clusters
  Score: Raw -11332405.254236 + Penalty 3731.999154 = -11328673.255082
  nChanged 71
		SP:Iteration 26Q (17664.550000 sec): 3 clusters
  Score: Raw -11332421.093024 + Penalty 3731.999154 = -11328689.093870
  nChanged 62
		SP:Iteration 27Q (17664.720000 sec): 3 clusters
  Score: Raw -11332434.853058 + Penalty 3731.999154 = -11328702.853904
  nChanged 43
		SP:Iteration 28Q (17664.890000 sec): 3 clusters
  Score: Raw -11332443.633506 + Penalty 3731.999154 = -11328711.634352
  nChanged 34
		SP:Iteration 29Q (17665.060000 sec): 3 clusters
  Score: Raw -11332448.431648 + Penalty 3731.999154 = -11328716.432494
  nChanged 26
		SP:Iteration 30Q (17665.230000 sec): 3 clusters
  Score: Raw -11332453.166954 + Penalty 3731.999154 = -11328721.167800
  nChanged 20
		SP:Iteration 31Q (17665.420000 sec): 3 clusters
  Score: Raw -11332456.217042 + Penalty 3731.999154 = -11328724.217888
  nChanged 19
		SP:Iteration 32Q (17665.590000 sec): 3 clusters
  Score: Raw -11332458.871901 + Penalty 3731.999154 = -11328726.872747
  nChanged 13
		SP:Iteration 33Q (17665.760000 sec): 3 clusters
  Score: Raw -11332460.384686 + Penalty 3731.999154 = -11328728.385532
  nChanged 11
		SP:Iteration 34Q (17665.930000 sec): 3 clusters
  Score: Raw -11332461.651488 + Penalty 3731.999154 = -11328729.652334
  nChanged 7
		SP:Iteration 35Q (17666.100000 sec): 3 clusters
  Score: Raw -11332462.721608 + Penalty 3731.999154 = -11328730.722454
  nChanged 9
		SP:Iteration 36Q (17666.270000 sec): 3 clusters
  Score: Raw -11332463.936613 + Penalty 3731.999154 = -11328731.937459
  nChanged 5
		SP:Iteration 37Q (17666.440000 sec): 3 clusters
  Score: Raw -11332464.318164 + Penalty 3731.999154 = -11328732.319010
  nChanged 5
		SP:Iteration 38Q (17666.610000 sec): 3 clusters
  Score: Raw -11332464.823719 + Penalty 3731.999154 = -11328732.824565
  nChanged 6
		SP:Iteration 39Q (17666.780000 sec): 3 clusters
  Score: Raw -11332465.310704 + Penalty 3731.999154 = -11328733.311550
  nChanged 3
		SP:Iteration 40F (17667.010000 sec): 3 clusters
  Score: Raw -11332465.669271 + Penalty 3731.999154 = -11328733.670117
  nChanged 1
		SP:Iteration 41Q (17667.190000 sec): 3 clusters
  Score: Raw -11332465.752105 + Penalty 3731.999154 = -11328733.752951
  nChanged 0
		SP:Iteration 42F (17667.430000 sec): 3 clusters
  Score: Raw -11332465.752105 + Penalty 3731.999154 = -11328733.752951
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17667.510000 sec): 2 clusters
  Score: Raw -2050427.715975 + Penalty 1588.866637 = -2048838.849338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17667.550000 sec): 3 clusters
  Score: Raw -2039886.849947 + Penalty 3177.733274 = -2036709.116673
  nChanged 7849
		SP:Iteration 1F (17667.600000 sec): 3 clusters
  Score: Raw -2044215.768720 + Penalty 3177.733274 = -2041038.035446
  nChanged 1037
		SP:Iteration 2F (17667.640000 sec): 3 clusters
  Score: Raw -2044660.454668 + Penalty 3177.733274 = -2041482.721395
  nChanged 962
		SP:Iteration 3F (17667.690000 sec): 3 clusters
  Score: Raw -2045138.269722 + Penalty 3177.733274 = -2041960.536449
  nChanged 1021
		SP:Iteration 4F (17667.730000 sec): 3 clusters
  Score: Raw -2045724.795988 + Penalty 3177.733274 = -2042547.062714
  nChanged 1151
		SP:Iteration 5F (17667.770000 sec): 3 clusters
  Score: Raw -2046461.353726 + Penalty 3177.733274 = -2043283.620452
  nChanged 1204
		SP:Iteration 6F (17667.820000 sec): 3 clusters
  Score: Raw -2047198.679497 + Penalty 3177.733274 = -2044020.946224
  nChanged 1083
		SP:Iteration 7F (17667.860000 sec): 3 clusters
  Score: Raw -2047828.054727 + Penalty 3177.733274 = -2044650.321453
  nChanged 891
		SP:Iteration 8F (17667.910000 sec): 3 clusters
  Score: Raw -2048312.102236 + Penalty 3177.733274 = -2045134.368962
  nChanged 775
		SP:Iteration 9Q (17667.950000 sec): 3 clusters
  Score: Raw -2048726.124154 + Penalty 3177.733274 = -2045548.390880
  nChanged 668
		SP:Iteration 10Q (17667.990000 sec): 3 clusters
  Score: Raw -2049089.528041 + Penalty 3177.733274 = -2045911.794767
  nChanged 584
		SP:Iteration 11Q (17668.040000 sec): 3 clusters
  Score: Raw -2049409.657896 + Penalty 3177.733274 = -2046231.924622
  nChanged 509
		SP:Iteration 12Q (17668.080000 sec): 3 clusters
  Score: Raw -2049690.975417 + Penalty 3177.733274 = -2046513.242143
  nChanged 471
		SP:Iteration 13Q (17668.130000 sec): 3 clusters
  Score: Raw -2049963.500165 + Penalty 3177.733274 = -2046785.766891
  nChanged 380
		SP:Iteration 14Q (17668.170000 sec): 3 clusters
  Score: Raw -2050194.570977 + Penalty 3177.733274 = -2047016.837703
  nChanged 314
		SP:Iteration 15Q (17668.210000 sec): 3 clusters
  Score: Raw -2050392.816270 + Penalty 3177.733274 = -2047215.082996
  nChanged 229
		SP:Iteration 16Q (17668.250000 sec): 3 clusters
  Score: Raw -2050538.695381 + Penalty 3177.733274 = -2047360.962107
  nChanged 187
		SP:Iteration 17Q (17668.290000 sec): 3 clusters
  Score: Raw -2050646.800868 + Penalty 3177.733274 = -2047469.067594
  nChanged 139
		SP:Iteration 18Q (17668.340000 sec): 3 clusters
  Score: Raw -2050733.028468 + Penalty 3177.733274 = -2047555.295194
  nChanged 99
		SP:Iteration 19Q (17668.380000 sec): 3 clusters
  Score: Raw -2050781.135491 + Penalty 3177.733274 = -2047603.402217
  nChanged 72
		SP:Iteration 20F (17668.420000 sec): 3 clusters
  Score: Raw -2050814.315099 + Penalty 3177.733274 = -2047636.581825
  nChanged 56
		SP:Iteration 21Q (17668.460000 sec): 3 clusters
  Score: Raw -2050841.074718 + Penalty 3177.733274 = -2047663.341444
  nChanged 45
		SP:Iteration 22Q (17668.500000 sec): 3 clusters
  Score: Raw -2050864.271296 + Penalty 3177.733274 = -2047686.538023
  nChanged 42
		SP:Iteration 23Q (17668.540000 sec): 3 clusters
  Score: Raw -2050885.649658 + Penalty 3177.733274 = -2047707.916384
  nChanged 32
		SP:Iteration 24Q (17668.570000 sec): 3 clusters
  Score: Raw -2050900.983128 + Penalty 3177.733274 = -2047723.249854
  nChanged 25
		SP:Iteration 25Q (17668.610000 sec): 3 clusters
  Score: Raw -2050912.497857 + Penalty 3177.733274 = -2047734.764583
  nChanged 15
		SP:Iteration 26Q (17668.650000 sec): 3 clusters
  Score: Raw -2050920.089123 + Penalty 3177.733274 = -2047742.355849
  nChanged 14
		SP:Iteration 27Q (17668.680000 sec): 3 clusters
  Score: Raw -2050925.148038 + Penalty 3177.733274 = -2047747.414764
  nChanged 11
		SP:Iteration 28Q (17668.720000 sec): 3 clusters
  Score: Raw -2050930.086494 + Penalty 3177.733274 = -2047752.353220
  nChanged 13
		SP:Iteration 29Q (17668.750000 sec): 3 clusters
  Score: Raw -2050936.065078 + Penalty 3177.733274 = -2047758.331804
  nChanged 8
		SP:Iteration 30Q (17668.790000 sec): 3 clusters
  Score: Raw -2050943.613866 + Penalty 3177.733274 = -2047765.880592
  nChanged 11
		SP:Iteration 31Q (17668.830000 sec): 3 clusters
  Score: Raw -2050950.331506 + Penalty 3177.733274 = -2047772.598232
  nChanged 10
		SP:Iteration 32Q (17668.860000 sec): 3 clusters
  Score: Raw -2050955.640902 + Penalty 3177.733274 = -2047777.907628
  nChanged 8
		SP:Iteration 33Q (17668.890000 sec): 3 clusters
  Score: Raw -2050959.145314 + Penalty 3177.733274 = -2047781.412040
  nChanged 4
		SP:Iteration 34Q (17668.930000 sec): 3 clusters
  Score: Raw -2050960.108609 + Penalty 3177.733274 = -2047782.375335
  nChanged 1
		SP:Iteration 35Q (17668.970000 sec): 3 clusters
  Score: Raw -2050960.300790 + Penalty 3177.733274 = -2047782.567516
  nChanged 1
		SP:Iteration 36Q (17669.000000 sec): 3 clusters
  Score: Raw -2050960.763076 + Penalty 3177.733274 = -2047783.029802
  nChanged 3
		SP:Iteration 37Q (17669.030000 sec): 3 clusters
  Score: Raw -2050961.333086 + Penalty 3177.733274 = -2047783.599813
  nChanged 1
		SP:Iteration 38Q (17669.070000 sec): 3 clusters
  Score: Raw -2050961.570426 + Penalty 3177.733274 = -2047783.837152
  nChanged 0
		SP:Iteration 39F (17669.110000 sec): 3 clusters
  Score: Raw -2050961.570426 + Penalty 3177.733274 = -2047783.837152
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17669.140000 sec): 2 clusters
  Score: Raw -943886.341811 + Penalty 1461.855309 = -942424.486503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17669.160000 sec): 3 clusters
  Score: Raw -939421.503000 + Penalty 2923.710618 = -936497.792382
  nChanged 3439
		SP:Iteration 1F (17669.180000 sec): 3 clusters
  Score: Raw -941177.708104 + Penalty 2923.710618 = -938253.997487
  nChanged 535
		SP:Iteration 2F (17669.190000 sec): 3 clusters
  Score: Raw -941418.009371 + Penalty 2923.710618 = -938494.298754
  nChanged 391
		SP:Iteration 3Q (17669.210000 sec): 3 clusters
  Score: Raw -941569.142635 + Penalty 2923.710618 = -938645.432017
  nChanged 313
		SP:Iteration 4Q (17669.230000 sec): 3 clusters
  Score: Raw -941690.605624 + Penalty 2923.710618 = -938766.895006
  nChanged 297
		SP:Iteration 5Q (17669.250000 sec): 3 clusters
  Score: Raw -941804.373404 + Penalty 2923.710618 = -938880.662787
  nChanged 241
		SP:Iteration 6Q (17669.270000 sec): 3 clusters
  Score: Raw -941881.462057 + Penalty 2923.710618 = -938957.751439
  nChanged 207
		SP:Iteration 7Q (17669.290000 sec): 3 clusters
  Score: Raw -941959.231952 + Penalty 2923.710618 = -939035.521335
  nChanged 225
		SP:Iteration 8Q (17669.310000 sec): 3 clusters
  Score: Raw -942044.829869 + Penalty 2923.710618 = -939121.119252
  nChanged 232
		SP:Iteration 9Q (17669.330000 sec): 3 clusters
  Score: Raw -942161.326932 + Penalty 2923.710618 = -939237.616315
  nChanged 251
		SP:Iteration 10Q (17669.350000 sec): 3 clusters
  Score: Raw -942291.445151 + Penalty 2923.710618 = -939367.734533
  nChanged 235
		SP:Iteration 11Q (17669.370000 sec): 3 clusters
  Score: Raw -942442.286775 + Penalty 2923.710618 = -939518.576157
  nChanged 289
		SP:Iteration 12Q (17669.390000 sec): 3 clusters
  Score: Raw -942632.053859 + Penalty 2923.710618 = -939708.343241
  nChanged 295
		SP:Iteration 13Q (17669.410000 sec): 3 clusters
  Score: Raw -942830.398807 + Penalty 2923.710618 = -939906.688189
  nChanged 268
		SP:Iteration 14Q (17669.430000 sec): 3 clusters
  Score: Raw -943016.086144 + Penalty 2923.710618 = -940092.375526
  nChanged 225
		SP:Iteration 15Q (17669.450000 sec): 3 clusters
  Score: Raw -943161.396647 + Penalty 2923.710618 = -940237.686029
  nChanged 200
		SP:Iteration 16Q (17669.470000 sec): 3 clusters
  Score: Raw -943292.507635 + Penalty 2923.710618 = -940368.797017
  nChanged 167
		SP:Iteration 17Q (17669.490000 sec): 3 clusters
  Score: Raw -943387.433624 + Penalty 2923.710618 = -940463.723006
  nChanged 133
		SP:Iteration 18Q (17669.510000 sec): 3 clusters
  Score: Raw -943455.983765 + Penalty 2923.710618 = -940532.273148
  nChanged 112
		SP:Iteration 19Q (17669.520000 sec): 3 clusters
  Score: Raw -943504.038974 + Penalty 2923.710618 = -940580.328356
  nChanged 81
		SP:Iteration 20F (17669.540000 sec): 3 clusters
  Score: Raw -943534.783096 + Penalty 2923.710618 = -940611.072479
  nChanged 81
		SP:Iteration 21Q (17669.560000 sec): 3 clusters
  Score: Raw -943574.770479 + Penalty 2923.710618 = -940651.059862
  nChanged 74
		SP:Iteration 22Q (17669.580000 sec): 3 clusters
  Score: Raw -943608.835781 + Penalty 2923.710618 = -940685.125163
  nChanged 68
		SP:Iteration 23Q (17669.590000 sec): 3 clusters
  Score: Raw -943636.943715 + Penalty 2923.710618 = -940713.233097
  nChanged 61
		SP:Iteration 24Q (17669.610000 sec): 3 clusters
  Score: Raw -943664.553637 + Penalty 2923.710618 = -940740.843019
  nChanged 65
		SP:Iteration 25Q (17669.630000 sec): 3 clusters
  Score: Raw -943693.805002 + Penalty 2923.710618 = -940770.094384
  nChanged 44
		SP:Iteration 26Q (17669.640000 sec): 3 clusters
  Score: Raw -943710.772739 + Penalty 2923.710618 = -940787.062122
  nChanged 36
		SP:Iteration 27Q (17669.660000 sec): 3 clusters
  Score: Raw -943726.531968 + Penalty 2923.710618 = -940802.821351
  nChanged 32
		SP:Iteration 28Q (17669.670000 sec): 3 clusters
  Score: Raw -943738.877356 + Penalty 2923.710618 = -940815.166739
  nChanged 35
		SP:Iteration 29Q (17669.690000 sec): 3 clusters
  Score: Raw -943753.515233 + Penalty 2923.710618 = -940829.804616
  nChanged 26
		SP:Iteration 30Q (17669.710000 sec): 3 clusters
  Score: Raw -943764.595831 + Penalty 2923.710618 = -940840.885214
  nChanged 27
		SP:Iteration 31Q (17669.720000 sec): 3 clusters
  Score: Raw -943774.901216 + Penalty 2923.710618 = -940851.190599
  nChanged 28
		SP:Iteration 32Q (17669.740000 sec): 3 clusters
  Score: Raw -943784.960299 + Penalty 2923.710618 = -940861.249681
  nChanged 30
		SP:Iteration 33Q (17669.750000 sec): 3 clusters
  Score: Raw -943796.781644 + Penalty 2923.710618 = -940873.071027
  nChanged 27
		SP:Iteration 34Q (17669.770000 sec): 3 clusters
  Score: Raw -943806.845960 + Penalty 2923.710618 = -940883.135342
  nChanged 26
		SP:Iteration 35Q (17669.790000 sec): 3 clusters
  Score: Raw -943818.682888 + Penalty 2923.710618 = -940894.972271
  nChanged 26
		SP:Iteration 36Q (17669.800000 sec): 3 clusters
  Score: Raw -943829.137562 + Penalty 2923.710618 = -940905.426944
  nChanged 27
		SP:Iteration 37Q (17669.820000 sec): 3 clusters
  Score: Raw -943841.440841 + Penalty 2923.710618 = -940917.730223
  nChanged 23
		SP:Iteration 38Q (17669.830000 sec): 3 clusters
  Score: Raw -943851.555360 + Penalty 2923.710618 = -940927.844742
  nChanged 26
		SP:Iteration 39Q (17669.850000 sec): 3 clusters
  Score: Raw -943863.245240 + Penalty 2923.710618 = -940939.534622
  nChanged 23
		SP:Iteration 40F (17669.870000 sec): 3 clusters
  Score: Raw -943874.775969 + Penalty 2923.710618 = -940951.065352
  nChanged 20
		SP:Iteration 41Q (17669.880000 sec): 3 clusters
  Score: Raw -943884.104261 + Penalty 2923.710618 = -940960.393644
  nChanged 21
		SP:Iteration 42Q (17669.890000 sec): 3 clusters
  Score: Raw -943893.658062 + Penalty 2923.710618 = -940969.947445
  nChanged 18
		SP:Iteration 43Q (17669.910000 sec): 3 clusters
  Score: Raw -943901.745326 + Penalty 2923.710618 = -940978.034709
  nChanged 18
		SP:Iteration 44Q (17669.930000 sec): 3 clusters
  Score: Raw -943908.866671 + Penalty 2923.710618 = -940985.156054
  nChanged 19
		SP:Iteration 45Q (17669.940000 sec): 3 clusters
  Score: Raw -943917.760890 + Penalty 2923.710618 = -940994.050272
  nChanged 16
		SP:Iteration 46Q (17669.950000 sec): 3 clusters
  Score: Raw -943927.674779 + Penalty 2923.710618 = -941003.964162
  nChanged 20
		SP:Iteration 47Q (17669.970000 sec): 3 clusters
  Score: Raw -943937.219149 + Penalty 2923.710618 = -941013.508532
  nChanged 16
		SP:Iteration 48Q (17669.990000 sec): 3 clusters
  Score: Raw -943945.508252 + Penalty 2923.710618 = -941021.797634
  nChanged 15
		SP:Iteration 49Q (17670.000000 sec): 3 clusters
  Score: Raw -943954.861629 + Penalty 2923.710618 = -941031.151011
  nChanged 12
		SP:Iteration 50Q (17670.010000 sec): 3 clusters
  Score: Raw -943960.478540 + Penalty 2923.710618 = -941036.767922
  nChanged 8
		SP:Iteration 51Q (17670.030000 sec): 3 clusters
  Score: Raw -943964.219731 + Penalty 2923.710618 = -941040.509113
  nChanged 6
		SP:Iteration 52Q (17670.050000 sec): 3 clusters
  Score: Raw -943967.034581 + Penalty 2923.710618 = -941043.323963
  nChanged 10
		SP:Iteration 53Q (17670.060000 sec): 3 clusters
  Score: Raw -943974.021926 + Penalty 2923.710618 = -941050.311308
  nChanged 13
		SP:Iteration 54Q (17670.070000 sec): 3 clusters
  Score: Raw -943982.890151 + Penalty 2923.710618 = -941059.179533
  nChanged 13
		SP:Iteration 55Q (17670.090000 sec): 3 clusters
  Score: Raw -943991.941449 + Penalty 2923.710618 = -941068.230832
  nChanged 14
		SP:Iteration 56Q (17670.100000 sec): 3 clusters
  Score: Raw -944000.902146 + Penalty 2923.710618 = -941077.191529
  nChanged 10
		SP:Iteration 57Q (17670.120000 sec): 3 clusters
  Score: Raw -944007.356629 + Penalty 2923.710618 = -941083.646011
  nChanged 9
		SP:Iteration 58Q (17670.130000 sec): 3 clusters
  Score: Raw -944013.899831 + Penalty 2923.710618 = -941090.189213
  nChanged 9
		SP:Iteration 59Q (17670.150000 sec): 3 clusters
  Score: Raw -944018.987947 + Penalty 2923.710618 = -941095.277329
  nChanged 5
		SP:Iteration 60F (17670.170000 sec): 3 clusters
  Score: Raw -944023.585217 + Penalty 2923.710618 = -941099.874599
  nChanged 9
		SP:Iteration 61Q (17670.180000 sec): 3 clusters
  Score: Raw -944029.052729 + Penalty 2923.710618 = -941105.342112
  nChanged 7
		SP:Iteration 62Q (17670.190000 sec): 3 clusters
  Score: Raw -944033.327759 + Penalty 2923.710618 = -941109.617141
  nChanged 4
		SP:Iteration 63Q (17670.210000 sec): 3 clusters
  Score: Raw -944035.009898 + Penalty 2923.710618 = -941111.299281
  nChanged 6
		SP:Iteration 64Q (17670.220000 sec): 3 clusters
  Score: Raw -944038.445317 + Penalty 2923.710618 = -941114.734699
  nChanged 6
		SP:Iteration 65Q (17670.240000 sec): 3 clusters
  Score: Raw -944040.839661 + Penalty 2923.710618 = -941117.129043
  nChanged 4
		SP:Iteration 66Q (17670.250000 sec): 3 clusters
  Score: Raw -944043.027594 + Penalty 2923.710618 = -941119.316977
  nChanged 1
		SP:Iteration 67Q (17670.270000 sec): 3 clusters
  Score: Raw -944043.981347 + Penalty 2923.710618 = -941120.270729
  nChanged 1
		SP:Iteration 68Q (17670.280000 sec): 3 clusters
  Score: Raw -944044.410475 + Penalty 2923.710618 = -941120.699857
  nChanged 2
		SP:Iteration 69Q (17670.290000 sec): 3 clusters
  Score: Raw -944045.906642 + Penalty 2923.710618 = -941122.196024
  nChanged 2
		SP:Iteration 70Q (17670.310000 sec): 3 clusters
  Score: Raw -944047.035893 + Penalty 2923.710618 = -941123.325276
  nChanged 1
		SP:Iteration 71Q (17670.320000 sec): 3 clusters
  Score: Raw -944048.180943 + Penalty 2923.710618 = -941124.470325
  nChanged 1
		SP:Iteration 72Q (17670.340000 sec): 3 clusters
  Score: Raw -944048.395852 + Penalty 2923.710618 = -941124.685234
  nChanged 0
		SP:Iteration 73F (17670.360000 sec): 3 clusters
  Score: Raw -944048.395852 + Penalty 2923.710618 = -941124.685234
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17670.390000 sec): 2 clusters
  Score: Raw -1136043.595049 + Penalty 1490.249734 = -1134553.345315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17670.410000 sec): 3 clusters
  Score: Raw -1130555.694754 + Penalty 2980.499469 = -1127575.195285
  nChanged 4181
		SP:Iteration 1F (17670.430000 sec): 3 clusters
  Score: Raw -1132854.952000 + Penalty 2980.499469 = -1129874.452531
  nChanged 578
		SP:Iteration 2F (17670.460000 sec): 3 clusters
  Score: Raw -1133120.322992 + Penalty 2980.499469 = -1130139.823523
  nChanged 480
		SP:Iteration 3Q (17670.480000 sec): 3 clusters
  Score: Raw -1133344.034374 + Penalty 2980.499469 = -1130363.534905
  nChanged 460
		SP:Iteration 4Q (17670.500000 sec): 3 clusters
  Score: Raw -1133614.263395 + Penalty 2980.499469 = -1130633.763926
  nChanged 421
		SP:Iteration 5Q (17670.530000 sec): 3 clusters
  Score: Raw -1133849.846648 + Penalty 2980.499469 = -1130869.347179
  nChanged 384
		SP:Iteration 6Q (17670.550000 sec): 3 clusters
  Score: Raw -1134052.225288 + Penalty 2980.499469 = -1131071.725819
  nChanged 405
		SP:Iteration 7Q (17670.570000 sec): 3 clusters
  Score: Raw -1134245.240564 + Penalty 2980.499469 = -1131264.741095
  nChanged 358
		SP:Iteration 8Q (17670.600000 sec): 3 clusters
  Score: Raw -1134410.422908 + Penalty 2980.499469 = -1131429.923439
  nChanged 352
		SP:Iteration 9Q (17670.620000 sec): 3 clusters
  Score: Raw -1134577.890867 + Penalty 2980.499469 = -1131597.391399
  nChanged 324
		SP:Iteration 10Q (17670.640000 sec): 3 clusters
  Score: Raw -1134715.062740 + Penalty 2980.499469 = -1131734.563271
  nChanged 296
		SP:Iteration 11Q (17670.670000 sec): 3 clusters
  Score: Raw -1134836.145233 + Penalty 2980.499469 = -1131855.645764
  nChanged 268
		SP:Iteration 12Q (17670.690000 sec): 3 clusters
  Score: Raw -1134946.997630 + Penalty 2980.499469 = -1131966.498161
  nChanged 242
		SP:Iteration 13Q (17670.710000 sec): 3 clusters
  Score: Raw -1135038.409076 + Penalty 2980.499469 = -1132057.909607
  nChanged 185
		SP:Iteration 14Q (17670.730000 sec): 3 clusters
  Score: Raw -1135120.855226 + Penalty 2980.499469 = -1132140.355757
  nChanged 221
		SP:Iteration 15Q (17670.760000 sec): 3 clusters
  Score: Raw -1135199.010381 + Penalty 2980.499469 = -1132218.510912
  nChanged 161
		SP:Iteration 16Q (17670.780000 sec): 3 clusters
  Score: Raw -1135247.140157 + Penalty 2980.499469 = -1132266.640688
  nChanged 126
		SP:Iteration 17Q (17670.800000 sec): 3 clusters
  Score: Raw -1135283.620333 + Penalty 2980.499469 = -1132303.120864
  nChanged 120
		SP:Iteration 18Q (17670.820000 sec): 3 clusters
  Score: Raw -1135319.483689 + Penalty 2980.499469 = -1132338.984220
  nChanged 104
		SP:Iteration 19Q (17670.850000 sec): 3 clusters
  Score: Raw -1135347.569785 + Penalty 2980.499469 = -1132367.070316
  nChanged 92
		SP:Iteration 20F (17670.870000 sec): 3 clusters
  Score: Raw -1135370.142960 + Penalty 2980.499469 = -1132389.643491
  nChanged 74
		SP:Iteration 21Q (17670.890000 sec): 3 clusters
  Score: Raw -1135390.337533 + Penalty 2980.499469 = -1132409.838064
  nChanged 74
		SP:Iteration 22Q (17670.910000 sec): 3 clusters
  Score: Raw -1135408.311524 + Penalty 2980.499469 = -1132427.812055
  nChanged 78
		SP:Iteration 23Q (17670.940000 sec): 3 clusters
  Score: Raw -1135426.844994 + Penalty 2980.499469 = -1132446.345525
  nChanged 79
		SP:Iteration 24Q (17670.960000 sec): 3 clusters
  Score: Raw -1135446.703752 + Penalty 2980.499469 = -1132466.204283
  nChanged 79
		SP:Iteration 25Q (17670.980000 sec): 3 clusters
  Score: Raw -1135466.157112 + Penalty 2980.499469 = -1132485.657643
  nChanged 74
		SP:Iteration 26Q (17671.000000 sec): 3 clusters
  Score: Raw -1135487.188025 + Penalty 2980.499469 = -1132506.688556
  nChanged 74
		SP:Iteration 27Q (17671.030000 sec): 3 clusters
  Score: Raw -1135505.761735 + Penalty 2980.499469 = -1132525.262266
  nChanged 66
		SP:Iteration 28Q (17671.050000 sec): 3 clusters
  Score: Raw -1135519.809045 + Penalty 2980.499469 = -1132539.309577
  nChanged 55
		SP:Iteration 29Q (17671.070000 sec): 3 clusters
  Score: Raw -1135530.887783 + Penalty 2980.499469 = -1132550.388314
  nChanged 56
		SP:Iteration 30Q (17671.090000 sec): 3 clusters
  Score: Raw -1135541.537388 + Penalty 2980.499469 = -1132561.037919
  nChanged 43
		SP:Iteration 31Q (17671.110000 sec): 3 clusters
  Score: Raw -1135549.231191 + Penalty 2980.499469 = -1132568.731722
  nChanged 42
		SP:Iteration 32Q (17671.130000 sec): 3 clusters
  Score: Raw -1135556.544547 + Penalty 2980.499469 = -1132576.045078
  nChanged 31
		SP:Iteration 33Q (17671.150000 sec): 3 clusters
  Score: Raw -1135562.666380 + Penalty 2980.499469 = -1132582.166911
  nChanged 41
		SP:Iteration 34Q (17671.180000 sec): 3 clusters
  Score: Raw -1135571.154083 + Penalty 2980.499469 = -1132590.654614
  nChanged 41
		SP:Iteration 35Q (17671.200000 sec): 3 clusters
  Score: Raw -1135579.093993 + Penalty 2980.499469 = -1132598.594524
  nChanged 40
		SP:Iteration 36Q (17671.220000 sec): 3 clusters
  Score: Raw -1135587.122494 + Penalty 2980.499469 = -1132606.623025
  nChanged 38
		SP:Iteration 37Q (17671.240000 sec): 3 clusters
  Score: Raw -1135595.015324 + Penalty 2980.499469 = -1132614.515855
  nChanged 41
		SP:Iteration 38Q (17671.260000 sec): 3 clusters
  Score: Raw -1135604.167581 + Penalty 2980.499469 = -1132623.668112
  nChanged 62
		SP:Iteration 39Q (17671.290000 sec): 3 clusters
  Score: Raw -1135618.362748 + Penalty 2980.499469 = -1132637.863279
  nChanged 56
		SP:Iteration 40F (17671.310000 sec): 3 clusters
  Score: Raw -1135631.326358 + Penalty 2980.499469 = -1132650.826889
  nChanged 57
		SP:Iteration 41Q (17671.330000 sec): 3 clusters
  Score: Raw -1135646.588669 + Penalty 2980.499469 = -1132666.089200
  nChanged 72
		SP:Iteration 42Q (17671.350000 sec): 3 clusters
  Score: Raw -1135668.662925 + Penalty 2980.499469 = -1132688.163456
  nChanged 62
		SP:Iteration 43Q (17671.370000 sec): 3 clusters
  Score: Raw -1135684.532073 + Penalty 2980.499469 = -1132704.032604
  nChanged 56
		SP:Iteration 44Q (17671.390000 sec): 3 clusters
  Score: Raw -1135699.480383 + Penalty 2980.499469 = -1132718.980914
  nChanged 70
		SP:Iteration 45Q (17671.410000 sec): 3 clusters
  Score: Raw -1135721.460320 + Penalty 2980.499469 = -1132740.960851
  nChanged 83
		SP:Iteration 46Q (17671.430000 sec): 3 clusters
  Score: Raw -1135749.454283 + Penalty 2980.499469 = -1132768.954814
  nChanged 71
		SP:Iteration 47Q (17671.460000 sec): 3 clusters
  Score: Raw -1135772.521927 + Penalty 2980.499469 = -1132792.022458
  nChanged 75
		SP:Iteration 48Q (17671.480000 sec): 3 clusters
  Score: Raw -1135799.514997 + Penalty 2980.499469 = -1132819.015528
  nChanged 75
		SP:Iteration 49Q (17671.500000 sec): 3 clusters
  Score: Raw -1135825.620749 + Penalty 2980.499469 = -1132845.121280
  nChanged 80
		SP:Iteration 50Q (17671.520000 sec): 3 clusters
  Score: Raw -1135857.355672 + Penalty 2980.499469 = -1132876.856203
  nChanged 86
		SP:Iteration 51Q (17671.540000 sec): 3 clusters
  Score: Raw -1135890.685180 + Penalty 2980.499469 = -1132910.185712
  nChanged 75
		SP:Iteration 52Q (17671.560000 sec): 3 clusters
  Score: Raw -1135919.499191 + Penalty 2980.499469 = -1132938.999722
  nChanged 71
		SP:Iteration 53Q (17671.580000 sec): 3 clusters
  Score: Raw -1135947.361999 + Penalty 2980.499469 = -1132966.862530
  nChanged 80
		SP:Iteration 54Q (17671.600000 sec): 3 clusters
  Score: Raw -1135983.933241 + Penalty 2980.499469 = -1133003.433772
  nChanged 75
		SP:Iteration 55Q (17671.620000 sec): 3 clusters
  Score: Raw -1136017.348328 + Penalty 2980.499469 = -1133036.848859
  nChanged 82
		SP:Iteration 56Q (17671.640000 sec): 3 clusters
  Score: Raw -1136048.374006 + Penalty 2980.499469 = -1133067.874537
  nChanged 59
		SP:Iteration 57Q (17671.660000 sec): 3 clusters
  Score: Raw -1136069.406987 + Penalty 2980.499469 = -1133088.907518
  nChanged 48
		SP:Iteration 58Q (17671.680000 sec): 3 clusters
  Score: Raw -1136087.313196 + Penalty 2980.499469 = -1133106.813727
  nChanged 42
		SP:Iteration 59Q (17671.700000 sec): 3 clusters
  Score: Raw -1136102.461936 + Penalty 2980.499469 = -1133121.962467
  nChanged 41
		SP:Iteration 60F (17671.720000 sec): 3 clusters
  Score: Raw -1136116.290551 + Penalty 2980.499469 = -1133135.791082
  nChanged 33
		SP:Iteration 61Q (17671.740000 sec): 3 clusters
  Score: Raw -1136126.792302 + Penalty 2980.499469 = -1133146.292833
  nChanged 40
		SP:Iteration 62Q (17671.760000 sec): 3 clusters
  Score: Raw -1136139.904231 + Penalty 2980.499469 = -1133159.404762
  nChanged 43
		SP:Iteration 63Q (17671.780000 sec): 3 clusters
  Score: Raw -1136153.907324 + Penalty 2980.499469 = -1133173.407855
  nChanged 30
		SP:Iteration 64Q (17671.800000 sec): 3 clusters
  Score: Raw -1136167.588346 + Penalty 2980.499469 = -1133187.088877
  nChanged 33
		SP:Iteration 65Q (17671.820000 sec): 3 clusters
  Score: Raw -1136177.515771 + Penalty 2980.499469 = -1133197.016302
  nChanged 28
		SP:Iteration 66Q (17671.840000 sec): 3 clusters
  Score: Raw -1136186.581155 + Penalty 2980.499469 = -1133206.081686
  nChanged 29
		SP:Iteration 67Q (17671.850000 sec): 3 clusters
  Score: Raw -1136197.478417 + Penalty 2980.499469 = -1133216.978949
  nChanged 37
		SP:Iteration 68Q (17671.870000 sec): 3 clusters
  Score: Raw -1136210.706565 + Penalty 2980.499469 = -1133230.207096
  nChanged 24
		SP:Iteration 69Q (17671.890000 sec): 3 clusters
  Score: Raw -1136218.421398 + Penalty 2980.499469 = -1133237.921929
  nChanged 20
		SP:Iteration 70Q (17671.910000 sec): 3 clusters
  Score: Raw -1136224.151913 + Penalty 2980.499469 = -1133243.652444
  nChanged 14
		SP:Iteration 71Q (17671.930000 sec): 3 clusters
  Score: Raw -1136227.798955 + Penalty 2980.499469 = -1133247.299486
  nChanged 12
		SP:Iteration 72Q (17671.950000 sec): 3 clusters
  Score: Raw -1136231.901092 + Penalty 2980.499469 = -1133251.401624
  nChanged 9
		SP:Iteration 73Q (17671.970000 sec): 3 clusters
  Score: Raw -1136235.978025 + Penalty 2980.499469 = -1133255.478556
  nChanged 16
		SP:Iteration 74Q (17671.990000 sec): 3 clusters
  Score: Raw -1136242.467525 + Penalty 2980.499469 = -1133261.968056
  nChanged 24
		SP:Iteration 75Q (17672.000000 sec): 3 clusters
  Score: Raw -1136251.587054 + Penalty 2980.499469 = -1133271.087585
  nChanged 21
		SP:Iteration 76Q (17672.020000 sec): 3 clusters
  Score: Raw -1136259.263599 + Penalty 2980.499469 = -1133278.764130
  nChanged 29
		SP:Iteration 77Q (17672.040000 sec): 3 clusters
  Score: Raw -1136272.986843 + Penalty 2980.499469 = -1133292.487374
  nChanged 34
		SP:Iteration 78Q (17672.060000 sec): 3 clusters
  Score: Raw -1136288.682267 + Penalty 2980.499469 = -1133308.182798
  nChanged 17
		SP:Iteration 79Q (17672.070000 sec): 3 clusters
  Score: Raw -1136294.965119 + Penalty 2980.499469 = -1133314.465650
  nChanged 11
		SP:Iteration 80F (17672.100000 sec): 3 clusters
  Score: Raw -1136299.249485 + Penalty 2980.499469 = -1133318.750016
  nChanged 8
		SP:Iteration 81Q (17672.110000 sec): 3 clusters
  Score: Raw -1136301.593086 + Penalty 2980.499469 = -1133321.093617
  nChanged 5
		SP:Iteration 82Q (17672.130000 sec): 3 clusters
  Score: Raw -1136303.413738 + Penalty 2980.499469 = -1133322.914269
  nChanged 7
		SP:Iteration 83Q (17672.150000 sec): 3 clusters
  Score: Raw -1136306.577927 + Penalty 2980.499469 = -1133326.078459
  nChanged 8
		SP:Iteration 84Q (17672.170000 sec): 3 clusters
  Score: Raw -1136309.628093 + Penalty 2980.499469 = -1133329.128624
  nChanged 11
		SP:Iteration 85Q (17672.190000 sec): 3 clusters
  Score: Raw -1136313.283549 + Penalty 2980.499469 = -1133332.784080
  nChanged 9
		SP:Iteration 86Q (17672.210000 sec): 3 clusters
  Score: Raw -1136316.266662 + Penalty 2980.499469 = -1133335.767193
  nChanged 5
		SP:Iteration 87Q (17672.220000 sec): 3 clusters
  Score: Raw -1136317.346542 + Penalty 2980.499469 = -1133336.847073
  nChanged 5
		SP:Iteration 88Q (17672.240000 sec): 3 clusters
  Score: Raw -1136318.981458 + Penalty 2980.499469 = -1133338.481990
  nChanged 7
		SP:Iteration 89Q (17672.260000 sec): 3 clusters
  Score: Raw -1136321.321600 + Penalty 2980.499469 = -1133340.822131
  nChanged 7
		SP:Iteration 90Q (17672.280000 sec): 3 clusters
  Score: Raw -1136323.282858 + Penalty 2980.499469 = -1133342.783389
  nChanged 4
		SP:Iteration 91Q (17672.290000 sec): 3 clusters
  Score: Raw -1136324.544304 + Penalty 2980.499469 = -1133344.044835
  nChanged 2
		SP:Iteration 92Q (17672.310000 sec): 3 clusters
  Score: Raw -1136325.359560 + Penalty 2980.499469 = -1133344.860091
  nChanged 4
		SP:Iteration 93Q (17672.330000 sec): 3 clusters
  Score: Raw -1136326.989980 + Penalty 2980.499469 = -1133346.490511
  nChanged 2
		SP:Iteration 94Q (17672.350000 sec): 3 clusters
  Score: Raw -1136327.359365 + Penalty 2980.499469 = -1133346.859896
  nChanged 2
		SP:Iteration 95Q (17672.370000 sec): 3 clusters
  Score: Raw -1136327.973673 + Penalty 2980.499469 = -1133347.474204
  nChanged 3
		SP:Iteration 96Q (17672.380000 sec): 3 clusters
  Score: Raw -1136328.700970 + Penalty 2980.499469 = -1133348.201501
  nChanged 2
		SP:Iteration 97Q (17672.400000 sec): 3 clusters
  Score: Raw -1136328.988579 + Penalty 2980.499469 = -1133348.489110
  nChanged 2
		SP:Iteration 98Q (17672.420000 sec): 3 clusters
  Score: Raw -1136329.292902 + Penalty 2980.499469 = -1133348.793433
  nChanged 2
		SP:Iteration 99Q (17672.440000 sec): 3 clusters
  Score: Raw -1136329.804327 + Penalty 2980.499469 = -1133349.304858
  nChanged 0
		SP:Iteration 100F (17672.460000 sec): 3 clusters
  Score: Raw -1136329.804327 + Penalty 2980.499469 = -1133349.304858
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17672.480000 sec): 2 clusters
  Score: Raw -794203.310197 + Penalty 1435.579758 = -792767.730439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17672.500000 sec): 3 clusters
  Score: Raw -790538.499023 + Penalty 2871.159517 = -787667.339506
  nChanged 2826
		SP:Iteration 1F (17672.510000 sec): 3 clusters
  Score: Raw -792120.379454 + Penalty 2871.159517 = -789249.219938
  nChanged 488
		SP:Iteration 2F (17672.530000 sec): 3 clusters
  Score: Raw -792402.602882 + Penalty 2871.159517 = -789531.443365
  nChanged 423
		SP:Iteration 3F (17672.550000 sec): 3 clusters
  Score: Raw -792656.732428 + Penalty 2871.159517 = -789785.572911
  nChanged 367
		SP:Iteration 4F (17672.570000 sec): 3 clusters
  Score: Raw -792871.229462 + Penalty 2871.159517 = -790000.069946
  nChanged 340
		SP:Iteration 5Q (17672.580000 sec): 3 clusters
  Score: Raw -793070.037656 + Penalty 2871.159517 = -790198.878140
  nChanged 303
		SP:Iteration 6Q (17672.600000 sec): 3 clusters
  Score: Raw -793236.493523 + Penalty 2871.159517 = -790365.334006
  nChanged 286
		SP:Iteration 7Q (17672.620000 sec): 3 clusters
  Score: Raw -793392.475872 + Penalty 2871.159517 = -790521.316356
  nChanged 241
		SP:Iteration 8Q (17672.630000 sec): 3 clusters
  Score: Raw -793543.654741 + Penalty 2871.159517 = -790672.495224
  nChanged 240
		SP:Iteration 9Q (17672.650000 sec): 3 clusters
  Score: Raw -793696.667954 + Penalty 2871.159517 = -790825.508438
  nChanged 233
		SP:Iteration 10Q (17672.670000 sec): 3 clusters
  Score: Raw -793836.406011 + Penalty 2871.159517 = -790965.246494
  nChanged 196
		SP:Iteration 11Q (17672.680000 sec): 3 clusters
  Score: Raw -793955.793218 + Penalty 2871.159517 = -791084.633702
  nChanged 173
		SP:Iteration 12Q (17672.700000 sec): 3 clusters
  Score: Raw -794068.016326 + Penalty 2871.159517 = -791196.856809
  nChanged 149
		SP:Iteration 13Q (17672.710000 sec): 3 clusters
  Score: Raw -794153.899983 + Penalty 2871.159517 = -791282.740467
  nChanged 132
		SP:Iteration 14Q (17672.730000 sec): 3 clusters
  Score: Raw -794214.615758 + Penalty 2871.159517 = -791343.456241
  nChanged 98
		SP:Iteration 15Q (17672.750000 sec): 3 clusters
  Score: Raw -794250.286180 + Penalty 2871.159517 = -791379.126664
  nChanged 66
		SP:Iteration 16Q (17672.760000 sec): 3 clusters
  Score: Raw -794270.880719 + Penalty 2871.159517 = -791399.721203
  nChanged 51
		SP:Iteration 17Q (17672.780000 sec): 3 clusters
  Score: Raw -794287.850710 + Penalty 2871.159517 = -791416.691193
  nChanged 46
		SP:Iteration 18Q (17672.790000 sec): 3 clusters
  Score: Raw -794302.908817 + Penalty 2871.159517 = -791431.749301
  nChanged 39
		SP:Iteration 19Q (17672.810000 sec): 3 clusters
  Score: Raw -794313.950664 + Penalty 2871.159517 = -791442.791148
  nChanged 34
		SP:Iteration 20F (17672.820000 sec): 3 clusters
  Score: Raw -794322.816499 + Penalty 2871.159517 = -791451.656983
  nChanged 28
		SP:Iteration 21Q (17672.840000 sec): 3 clusters
  Score: Raw -794329.247143 + Penalty 2871.159517 = -791458.087627
  nChanged 19
		SP:Iteration 22Q (17672.850000 sec): 3 clusters
  Score: Raw -794335.326029 + Penalty 2871.159517 = -791464.166512
  nChanged 23
		SP:Iteration 23Q (17672.870000 sec): 3 clusters
  Score: Raw -794342.572804 + Penalty 2871.159517 = -791471.413288
  nChanged 20
		SP:Iteration 24Q (17672.880000 sec): 3 clusters
  Score: Raw -794348.563651 + Penalty 2871.159517 = -791477.404135
  nChanged 13
		SP:Iteration 25Q (17672.900000 sec): 3 clusters
  Score: Raw -794350.836763 + Penalty 2871.159517 = -791479.677246
  nChanged 12
		SP:Iteration 26Q (17672.910000 sec): 3 clusters
  Score: Raw -794354.604158 + Penalty 2871.159517 = -791483.444642
  nChanged 17
		SP:Iteration 27Q (17672.930000 sec): 3 clusters
  Score: Raw -794360.619770 + Penalty 2871.159517 = -791489.460254
  nChanged 21
		SP:Iteration 28Q (17672.940000 sec): 3 clusters
  Score: Raw -794366.638177 + Penalty 2871.159517 = -791495.478661
  nChanged 19
		SP:Iteration 29Q (17672.960000 sec): 3 clusters
  Score: Raw -794373.416668 + Penalty 2871.159517 = -791502.257152
  nChanged 22
		SP:Iteration 30Q (17672.970000 sec): 3 clusters
  Score: Raw -794380.284051 + Penalty 2871.159517 = -791509.124534
  nChanged 19
		SP:Iteration 31Q (17672.990000 sec): 3 clusters
  Score: Raw -794386.286454 + Penalty 2871.159517 = -791515.126937
  nChanged 22
		SP:Iteration 32Q (17673.000000 sec): 3 clusters
  Score: Raw -794392.158775 + Penalty 2871.159517 = -791520.999259
  nChanged 19
		SP:Iteration 33Q (17673.020000 sec): 3 clusters
  Score: Raw -794396.790480 + Penalty 2871.159517 = -791525.630963
  nChanged 16
		SP:Iteration 34Q (17673.030000 sec): 3 clusters
  Score: Raw -794401.020495 + Penalty 2871.159517 = -791529.860978
  nChanged 21
		SP:Iteration 35Q (17673.050000 sec): 3 clusters
  Score: Raw -794408.422871 + Penalty 2871.159517 = -791537.263354
  nChanged 17
		SP:Iteration 36Q (17673.060000 sec): 3 clusters
  Score: Raw -794414.683641 + Penalty 2871.159517 = -791543.524124
  nChanged 26
		SP:Iteration 37Q (17673.070000 sec): 3 clusters
  Score: Raw -794424.360759 + Penalty 2871.159517 = -791553.201242
  nChanged 30
		SP:Iteration 38Q (17673.090000 sec): 3 clusters
  Score: Raw -794435.499181 + Penalty 2871.159517 = -791564.339665
  nChanged 24
		SP:Iteration 39Q (17673.110000 sec): 3 clusters
  Score: Raw -794442.497607 + Penalty 2871.159517 = -791571.338090
  nChanged 17
		SP:Iteration 40F (17673.120000 sec): 3 clusters
  Score: Raw -794449.380350 + Penalty 2871.159517 = -791578.220834
  nChanged 17
		SP:Iteration 41Q (17673.130000 sec): 3 clusters
  Score: Raw -794454.647152 + Penalty 2871.159517 = -791583.487636
  nChanged 14
		SP:Iteration 42Q (17673.150000 sec): 3 clusters
  Score: Raw -794458.586506 + Penalty 2871.159517 = -791587.426989
  nChanged 15
		SP:Iteration 43Q (17673.170000 sec): 3 clusters
  Score: Raw -794464.411331 + Penalty 2871.159517 = -791593.251814
  nChanged 18
		SP:Iteration 44Q (17673.180000 sec): 3 clusters
  Score: Raw -794472.454814 + Penalty 2871.159517 = -791601.295298
  nChanged 26
		SP:Iteration 45Q (17673.190000 sec): 3 clusters
  Score: Raw -794487.531909 + Penalty 2871.159517 = -791616.372392
  nChanged 25
		SP:Iteration 46Q (17673.210000 sec): 3 clusters
  Score: Raw -794499.060865 + Penalty 2871.159517 = -791627.901349
  nChanged 27
		SP:Iteration 47Q (17673.220000 sec): 3 clusters
  Score: Raw -794508.354398 + Penalty 2871.159517 = -791637.194881
  nChanged 21
		SP:Iteration 48Q (17673.230000 sec): 3 clusters
  Score: Raw -794516.559912 + Penalty 2871.159517 = -791645.400395
  nChanged 17
		SP:Iteration 49Q (17673.250000 sec): 3 clusters
  Score: Raw -794522.820647 + Penalty 2871.159517 = -791651.661131
  nChanged 17
		SP:Iteration 50Q (17673.260000 sec): 3 clusters
  Score: Raw -794529.253203 + Penalty 2871.159517 = -791658.093686
  nChanged 16
		SP:Iteration 51Q (17673.270000 sec): 3 clusters
  Score: Raw -794534.657204 + Penalty 2871.159517 = -791663.497688
  nChanged 14
		SP:Iteration 52Q (17673.290000 sec): 3 clusters
  Score: Raw -794539.390220 + Penalty 2871.159517 = -791668.230703
  nChanged 12
		SP:Iteration 53Q (17673.300000 sec): 3 clusters
  Score: Raw -794548.188653 + Penalty 2871.159517 = -791677.029137
  nChanged 16
		SP:Iteration 54Q (17673.320000 sec): 3 clusters
  Score: Raw -794556.981570 + Penalty 2871.159517 = -791685.822054
  nChanged 21
		SP:Iteration 55Q (17673.330000 sec): 3 clusters
  Score: Raw -794563.492572 + Penalty 2871.159517 = -791692.333056
  nChanged 12
		SP:Iteration 56Q (17673.350000 sec): 3 clusters
  Score: Raw -794568.000183 + Penalty 2871.159517 = -791696.840666
  nChanged 13
		SP:Iteration 57Q (17673.360000 sec): 3 clusters
  Score: Raw -794572.388805 + Penalty 2871.159517 = -791701.229288
  nChanged 10
		SP:Iteration 58Q (17673.370000 sec): 3 clusters
  Score: Raw -794575.659719 + Penalty 2871.159517 = -791704.500202
  nChanged 6
		SP:Iteration 59Q (17673.390000 sec): 3 clusters
  Score: Raw -794577.084790 + Penalty 2871.159517 = -791705.925273
  nChanged 2
		SP:Iteration 60F (17673.400000 sec): 3 clusters
  Score: Raw -794577.841230 + Penalty 2871.159517 = -791706.681714
  nChanged 1
		SP:Iteration 61Q (17673.420000 sec): 3 clusters
  Score: Raw -794578.918988 + Penalty 2871.159517 = -791707.759471
  nChanged 2
		SP:Iteration 62Q (17673.430000 sec): 3 clusters
  Score: Raw -794579.911862 + Penalty 2871.159517 = -791708.752346
  nChanged 3
		SP:Iteration 63Q (17673.440000 sec): 3 clusters
  Score: Raw -794580.702350 + Penalty 2871.159517 = -791709.542833
  nChanged 2
		SP:Iteration 64Q (17673.460000 sec): 3 clusters
  Score: Raw -794581.023789 + Penalty 2871.159517 = -791709.864272
  nChanged 3
		SP:Iteration 65Q (17673.470000 sec): 3 clusters
  Score: Raw -794581.895339 + Penalty 2871.159517 = -791710.735823
  nChanged 2
		SP:Iteration 66Q (17673.490000 sec): 3 clusters
  Score: Raw -794582.662366 + Penalty 2871.159517 = -791711.502849
  nChanged 3
		SP:Iteration 67Q (17673.500000 sec): 3 clusters
  Score: Raw -794583.965866 + Penalty 2871.159517 = -791712.806350
  nChanged 6
		SP:Iteration 68Q (17673.510000 sec): 3 clusters
  Score: Raw -794587.856945 + Penalty 2871.159517 = -791716.697429
  nChanged 5
		SP:Iteration 69Q (17673.530000 sec): 3 clusters
  Score: Raw -794590.499761 + Penalty 2871.159517 = -791719.340244
  nChanged 3
		SP:Iteration 70Q (17673.540000 sec): 3 clusters
  Score: Raw -794592.425995 + Penalty 2871.159517 = -791721.266478
  nChanged 9
		SP:Iteration 71Q (17673.550000 sec): 3 clusters
  Score: Raw -794596.041111 + Penalty 2871.159517 = -791724.881594
  nChanged 4
		SP:Iteration 72Q (17673.570000 sec): 3 clusters
  Score: Raw -794598.477607 + Penalty 2871.159517 = -791727.318090
  nChanged 7
		SP:Iteration 73Q (17673.580000 sec): 3 clusters
  Score: Raw -794601.386682 + Penalty 2871.159517 = -791730.227165
  nChanged 5
		SP:Iteration 74Q (17673.590000 sec): 3 clusters
  Score: Raw -794602.598992 + Penalty 2871.159517 = -791731.439476
  nChanged 3
		SP:Iteration 75Q (17673.610000 sec): 3 clusters
  Score: Raw -794603.767448 + Penalty 2871.159517 = -791732.607931
  nChanged 4
		SP:Iteration 76Q (17673.620000 sec): 3 clusters
  Score: Raw -794605.092282 + Penalty 2871.159517 = -791733.932765
  nChanged 1
		SP:Iteration 77Q (17673.630000 sec): 3 clusters
  Score: Raw -794605.317666 + Penalty 2871.159517 = -791734.158149
  nChanged 2
		SP:Iteration 78Q (17673.650000 sec): 3 clusters
  Score: Raw -794605.754023 + Penalty 2871.159517 = -791734.594507
  nChanged 2
		SP:Iteration 79Q (17673.660000 sec): 3 clusters
  Score: Raw -794606.732895 + Penalty 2871.159517 = -791735.573379
  nChanged 4
		SP:Iteration 80F (17673.680000 sec): 3 clusters
  Score: Raw -794608.855961 + Penalty 2871.159517 = -791737.696445
  nChanged 6
		SP:Iteration 81Q (17673.690000 sec): 3 clusters
  Score: Raw -794612.335181 + Penalty 2871.159517 = -791741.175665
  nChanged 9
		SP:Iteration 82Q (17673.710000 sec): 3 clusters
  Score: Raw -794616.186102 + Penalty 2871.159517 = -791745.026585
  nChanged 7
		SP:Iteration 83Q (17673.720000 sec): 3 clusters
  Score: Raw -794620.780227 + Penalty 2871.159517 = -791749.620710
  nChanged 9
		SP:Iteration 84Q (17673.730000 sec): 3 clusters
  Score: Raw -794625.341052 + Penalty 2871.159517 = -791754.181536
  nChanged 8
		SP:Iteration 85Q (17673.750000 sec): 3 clusters
  Score: Raw -794628.831312 + Penalty 2871.159517 = -791757.671795
  nChanged 7
		SP:Iteration 86Q (17673.760000 sec): 3 clusters
  Score: Raw -794631.206773 + Penalty 2871.159517 = -791760.047256
  nChanged 5
		SP:Iteration 87Q (17673.770000 sec): 3 clusters
  Score: Raw -794633.730670 + Penalty 2871.159517 = -791762.571154
  nChanged 6
		SP:Iteration 88Q (17673.780000 sec): 3 clusters
  Score: Raw -794636.694879 + Penalty 2871.159517 = -791765.535363
  nChanged 7
		SP:Iteration 89Q (17673.800000 sec): 3 clusters
  Score: Raw -794639.644297 + Penalty 2871.159517 = -791768.484780
  nChanged 6
		SP:Iteration 90Q (17673.810000 sec): 3 clusters
  Score: Raw -794641.349704 + Penalty 2871.159517 = -791770.190187
  nChanged 2
		SP:Iteration 91Q (17673.820000 sec): 3 clusters
  Score: Raw -794641.736136 + Penalty 2871.159517 = -791770.576619
  nChanged 3
		SP:Iteration 92Q (17673.840000 sec): 3 clusters
  Score: Raw -794643.519492 + Penalty 2871.159517 = -791772.359975
  nChanged 4
		SP:Iteration 93Q (17673.850000 sec): 3 clusters
  Score: Raw -794646.037078 + Penalty 2871.159517 = -791774.877561
  nChanged 7
		SP:Iteration 94Q (17673.860000 sec): 3 clusters
  Score: Raw -794648.796615 + Penalty 2871.159517 = -791777.637098
  nChanged 5
		SP:Iteration 95Q (17673.870000 sec): 3 clusters
  Score: Raw -794651.590500 + Penalty 2871.159517 = -791780.430984
  nChanged 6
		SP:Iteration 96Q (17673.890000 sec): 3 clusters
  Score: Raw -794653.539528 + Penalty 2871.159517 = -791782.380012
  nChanged 4
		SP:Iteration 97Q (17673.900000 sec): 3 clusters
  Score: Raw -794655.264780 + Penalty 2871.159517 = -791784.105264
  nChanged 6
		SP:Iteration 98Q (17673.910000 sec): 3 clusters
  Score: Raw -794657.265485 + Penalty 2871.159517 = -791786.105968
  nChanged 3
		SP:Iteration 99Q (17673.930000 sec): 3 clusters
  Score: Raw -794657.721149 + Penalty 2871.159517 = -791786.561633
  nChanged 2
		SP:Iteration 100F (17673.950000 sec): 3 clusters
  Score: Raw -794658.478737 + Penalty 2871.159517 = -791787.319220
  nChanged 2
		SP:Iteration 101Q (17673.960000 sec): 3 clusters
  Score: Raw -794658.959347 + Penalty 2871.159517 = -791787.799831
  nChanged 1
		SP:Iteration 102Q (17673.970000 sec): 3 clusters
  Score: Raw -794659.134335 + Penalty 2871.159517 = -791787.974819
  nChanged 0
		SP:Iteration 103F (17673.990000 sec): 3 clusters
  Score: Raw -794659.134335 + Penalty 2871.159517 = -791787.974819
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17673.990000 sec): 2 clusters
  Score: Raw -12016.309195 + Penalty 775.236251 = -11241.072943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17673.990000 sec): 3 clusters
  Score: Raw -12307.066349 + Penalty 1550.472503 = -10756.593846
  nChanged 12
		SP:Iteration 1F (17673.990000 sec): 3 clusters
  Score: Raw -12361.714569 + Penalty 1550.472503 = -10811.242066
  nChanged 3
		SP:Iteration 2Q (17673.990000 sec): 3 clusters
  Score: Raw -12382.316695 + Penalty 1550.472503 = -10831.844192
  nChanged 2
		SP:Iteration 3Q (17673.990000 sec): 3 clusters
  Score: Raw -12397.607549 + Penalty 1550.472503 = -10847.135046
  nChanged 1
		SP:Iteration 4Q (17673.990000 sec): 3 clusters
  Score: Raw -12406.356315 + Penalty 1550.472503 = -10855.883812
  nChanged 1
		SP:Iteration 5Q (17673.990000 sec): 3 clusters
  Score: Raw -12411.658373 + Penalty 1550.472503 = -10861.185870
  nChanged 0
		SP:Iteration 6F (17673.990000 sec): 3 clusters
  Score: Raw -12411.658373 + Penalty 1550.472503 = -10861.185870
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (12831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17674.030000 sec): 2 clusters
  Score: Raw -1515413.201520 + Penalty 1537.188152 = -1513876.013368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17674.070000 sec): 3 clusters
  Score: Raw -1508031.876699 + Penalty 3074.376304 = -1504957.500395
  nChanged 5625
		SP:Iteration 1F (17674.100000 sec): 3 clusters
  Score: Raw -1510980.589935 + Penalty 3074.376304 = -1507906.213631
  nChanged 717
		SP:Iteration 2F (17674.130000 sec): 3 clusters
  Score: Raw -1511297.118451 + Penalty 3074.376304 = -1508222.742147
  nChanged 722
		SP:Iteration 3F (17674.160000 sec): 3 clusters
  Score: Raw -1511664.603861 + Penalty 3074.376304 = -1508590.227557
  nChanged 774
		SP:Iteration 4F (17674.190000 sec): 3 clusters
  Score: Raw -1512148.636383 + Penalty 3074.376304 = -1509074.260079
  nChanged 866
		SP:Iteration 5F (17674.230000 sec): 3 clusters
  Score: Raw -1512767.834504 + Penalty 3074.376304 = -1509693.458200
  nChanged 886
		SP:Iteration 6F (17674.260000 sec): 3 clusters
  Score: Raw -1513505.708811 + Penalty 3074.376304 = -1510431.332507
  nChanged 807
		SP:Iteration 7F (17674.290000 sec): 3 clusters
  Score: Raw -1514218.220331 + Penalty 3074.376304 = -1511143.844027
  nChanged 638
		SP:Iteration 8Q (17674.320000 sec): 3 clusters
  Score: Raw -1514826.915410 + Penalty 3074.376304 = -1511752.539106
  nChanged 380
		SP:Iteration 9Q (17674.350000 sec): 3 clusters
  Score: Raw -1515183.806846 + Penalty 3074.376304 = -1512109.430542
  nChanged 190
		SP:Iteration 10Q (17674.380000 sec): 3 clusters
  Score: Raw -1515369.079133 + Penalty 3074.376304 = -1512294.702829
  nChanged 90
		SP:Iteration 11Q (17674.410000 sec): 3 clusters
  Score: Raw -1515472.697626 + Penalty 3074.376304 = -1512398.321322
  nChanged 49
		SP:Iteration 12Q (17674.430000 sec): 3 clusters
  Score: Raw -1515531.970416 + Penalty 3074.376304 = -1512457.594112
  nChanged 23
		SP:Iteration 13Q (17674.450000 sec): 3 clusters
  Score: Raw -1515557.075029 + Penalty 3074.376304 = -1512482.698725
  nChanged 14
		SP:Iteration 14Q (17674.480000 sec): 3 clusters
  Score: Raw -1515571.750201 + Penalty 3074.376304 = -1512497.373897
  nChanged 5
		SP:Iteration 15Q (17674.500000 sec): 3 clusters
  Score: Raw -1515576.659745 + Penalty 3074.376304 = -1512502.283441
  nChanged 3
		SP:Iteration 16Q (17674.530000 sec): 3 clusters
  Score: Raw -1515579.213285 + Penalty 3074.376304 = -1512504.836981
  nChanged 2
		SP:Iteration 17Q (17674.550000 sec): 3 clusters
  Score: Raw -1515581.956490 + Penalty 3074.376304 = -1512507.580186
  nChanged 4
		SP:Iteration 18Q (17674.570000 sec): 3 clusters
  Score: Raw -1515586.808133 + Penalty 3074.376304 = -1512512.431829
  nChanged 4
		SP:Iteration 19Q (17674.590000 sec): 3 clusters
  Score: Raw -1515590.708712 + Penalty 3074.376304 = -1512516.332408
  nChanged 0
		SP:Iteration 20F (17674.630000 sec): 3 clusters
  Score: Raw -1515590.708712 + Penalty 3074.376304 = -1512516.332408
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17674.650000 sec): 2 clusters
  Score: Raw -451841.868281 + Penalty 1350.362486 = -450491.505795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17674.650000 sec): 3 clusters
  Score: Raw -449792.856215 + Penalty 2700.724972 = -447092.131243
  nChanged 1596
		SP:Iteration 1F (17674.670000 sec): 3 clusters
  Score: Raw -450653.894895 + Penalty 2700.724972 = -447953.169924
  nChanged 297
		SP:Iteration 2F (17674.670000 sec): 3 clusters
  Score: Raw -450832.598584 + Penalty 2700.724972 = -448131.873612
  nChanged 229
		SP:Iteration 3F (17674.690000 sec): 3 clusters
  Score: Raw -450967.945573 + Penalty 2700.724972 = -448267.220602
  nChanged 206
		SP:Iteration 4F (17674.690000 sec): 3 clusters
  Score: Raw -451103.258666 + Penalty 2700.724972 = -448402.533694
  nChanged 189
		SP:Iteration 5Q (17674.710000 sec): 3 clusters
  Score: Raw -451234.321547 + Penalty 2700.724972 = -448533.596575
  nChanged 198
		SP:Iteration 6Q (17674.710000 sec): 3 clusters
  Score: Raw -451359.226532 + Penalty 2700.724972 = -448658.501561
  nChanged 168
		SP:Iteration 7Q (17674.730000 sec): 3 clusters
  Score: Raw -451476.140067 + Penalty 2700.724972 = -448775.415095
  nChanged 143
		SP:Iteration 8Q (17674.730000 sec): 3 clusters
  Score: Raw -451558.792012 + Penalty 2700.724972 = -448858.067040
  nChanged 111
		SP:Iteration 9Q (17674.750000 sec): 3 clusters
  Score: Raw -451629.842093 + Penalty 2700.724972 = -448929.117121
  nChanged 109
		SP:Iteration 10Q (17674.750000 sec): 3 clusters
  Score: Raw -451699.200269 + Penalty 2700.724972 = -448998.475298
  nChanged 105
		SP:Iteration 11Q (17674.770000 sec): 3 clusters
  Score: Raw -451772.040500 + Penalty 2700.724972 = -449071.315529
  nChanged 88
		SP:Iteration 12Q (17674.770000 sec): 3 clusters
  Score: Raw -451836.680194 + Penalty 2700.724972 = -449135.955222
  nChanged 80
		SP:Iteration 13Q (17674.780000 sec): 3 clusters
  Score: Raw -451897.081631 + Penalty 2700.724972 = -449196.356659
  nChanged 83
		SP:Iteration 14Q (17674.790000 sec): 3 clusters
  Score: Raw -451952.976351 + Penalty 2700.724972 = -449252.251380
  nChanged 59
		SP:Iteration 15Q (17674.800000 sec): 3 clusters
  Score: Raw -451991.759220 + Penalty 2700.724972 = -449291.034248
  nChanged 45
		SP:Iteration 16Q (17674.810000 sec): 3 clusters
  Score: Raw -452017.818133 + Penalty 2700.724972 = -449317.093161
  nChanged 32
		SP:Iteration 17Q (17674.820000 sec): 3 clusters
  Score: Raw -452037.993408 + Penalty 2700.724972 = -449337.268437
  nChanged 37
		SP:Iteration 18Q (17674.830000 sec): 3 clusters
  Score: Raw -452066.285435 + Penalty 2700.724972 = -449365.560463
  nChanged 42
		SP:Iteration 19Q (17674.840000 sec): 3 clusters
  Score: Raw -452090.911922 + Penalty 2700.724972 = -449390.186951
  nChanged 29
		SP:Iteration 20F (17674.850000 sec): 3 clusters
  Score: Raw -452107.733228 + Penalty 2700.724972 = -449407.008257
  nChanged 18
		SP:Iteration 21Q (17674.860000 sec): 3 clusters
  Score: Raw -452121.254864 + Penalty 2700.724972 = -449420.529893
  nChanged 16
		SP:Iteration 22Q (17674.870000 sec): 3 clusters
  Score: Raw -452130.910351 + Penalty 2700.724972 = -449430.185380
  nChanged 15
		SP:Iteration 23Q (17674.870000 sec): 3 clusters
  Score: Raw -452137.732892 + Penalty 2700.724972 = -449437.007920
  nChanged 13
		SP:Iteration 24Q (17674.890000 sec): 3 clusters
  Score: Raw -452145.286732 + Penalty 2700.724972 = -449444.561760
  nChanged 10
		SP:Iteration 25Q (17674.890000 sec): 3 clusters
  Score: Raw -452149.153556 + Penalty 2700.724972 = -449448.428584
  nChanged 7
		SP:Iteration 26Q (17674.900000 sec): 3 clusters
  Score: Raw -452152.145196 + Penalty 2700.724972 = -449451.420224
  nChanged 7
		SP:Iteration 27Q (17674.910000 sec): 3 clusters
  Score: Raw -452154.639911 + Penalty 2700.724972 = -449453.914940
  nChanged 6
		SP:Iteration 28Q (17674.920000 sec): 3 clusters
  Score: Raw -452156.769482 + Penalty 2700.724972 = -449456.044510
  nChanged 4
		SP:Iteration 29Q (17674.930000 sec): 3 clusters
  Score: Raw -452158.892955 + Penalty 2700.724972 = -449458.167984
  nChanged 8
		SP:Iteration 30Q (17674.940000 sec): 3 clusters
  Score: Raw -452163.530887 + Penalty 2700.724972 = -449462.805916
  nChanged 9
		SP:Iteration 31Q (17674.950000 sec): 3 clusters
  Score: Raw -452167.055737 + Penalty 2700.724972 = -449466.330765
  nChanged 5
		SP:Iteration 32Q (17674.950000 sec): 3 clusters
  Score: Raw -452169.708459 + Penalty 2700.724972 = -449468.983487
  nChanged 3
		SP:Iteration 33Q (17674.960000 sec): 3 clusters
  Score: Raw -452171.169921 + Penalty 2700.724972 = -449470.444949
  nChanged 6
		SP:Iteration 34Q (17674.970000 sec): 3 clusters
  Score: Raw -452173.909857 + Penalty 2700.724972 = -449473.184885
  nChanged 4
		SP:Iteration 35Q (17674.980000 sec): 3 clusters
  Score: Raw -452176.994348 + Penalty 2700.724972 = -449476.269377
  nChanged 5
		SP:Iteration 36Q (17674.990000 sec): 3 clusters
  Score: Raw -452180.917556 + Penalty 2700.724972 = -449480.192585
  nChanged 6
		SP:Iteration 37Q (17674.990000 sec): 3 clusters
  Score: Raw -452184.743452 + Penalty 2700.724972 = -449484.018480
  nChanged 5
		SP:Iteration 38Q (17675.000000 sec): 3 clusters
  Score: Raw -452187.935882 + Penalty 2700.724972 = -449487.210911
  nChanged 7
		SP:Iteration 39Q (17675.010000 sec): 3 clusters
  Score: Raw -452191.275662 + Penalty 2700.724972 = -449490.550690
  nChanged 1
		SP:Iteration 40F (17675.020000 sec): 3 clusters
  Score: Raw -452191.519743 + Penalty 2700.724972 = -449490.794772
  nChanged 1
		SP:Iteration 41Q (17675.030000 sec): 3 clusters
  Score: Raw -452191.736726 + Penalty 2700.724972 = -449491.011754
  nChanged 1
		SP:Iteration 42Q (17675.040000 sec): 3 clusters
  Score: Raw -452192.102196 + Penalty 2700.724972 = -449491.377224
  nChanged 1
		SP:Iteration 43Q (17675.050000 sec): 3 clusters
  Score: Raw -452192.477056 + Penalty 2700.724972 = -449491.752085
  nChanged 2
		SP:Iteration 44Q (17675.050000 sec): 3 clusters
  Score: Raw -452193.468491 + Penalty 2700.724972 = -449492.743520
  nChanged 3
		SP:Iteration 45Q (17675.060000 sec): 3 clusters
  Score: Raw -452194.458538 + Penalty 2700.724972 = -449493.733566
  nChanged 1
		SP:Iteration 46Q (17675.070000 sec): 3 clusters
  Score: Raw -452194.775176 + Penalty 2700.724972 = -449494.050204
  nChanged 1
		SP:Iteration 47Q (17675.080000 sec): 3 clusters
  Score: Raw -452195.667192 + Penalty 2700.724972 = -449494.942220
  nChanged 0
		SP:Iteration 48F (17675.090000 sec): 3 clusters
  Score: Raw -452195.667192 + Penalty 2700.724972 = -449494.942220
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17675.100000 sec): 2 clusters
  Score: Raw -304615.491340 + Penalty 1290.113308 = -303325.378032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17675.110000 sec): 3 clusters
  Score: Raw -303337.203206 + Penalty 2580.226616 = -300756.976590
  nChanged 1042
		SP:Iteration 1F (17675.110000 sec): 3 clusters
  Score: Raw -303982.824108 + Penalty 2580.226616 = -301402.597492
  nChanged 238
		SP:Iteration 2F (17675.120000 sec): 3 clusters
  Score: Raw -304165.814078 + Penalty 2580.226616 = -301585.587462
  nChanged 169
		SP:Iteration 3F (17675.130000 sec): 3 clusters
  Score: Raw -304294.019468 + Penalty 2580.226616 = -301713.792853
  nChanged 140
		SP:Iteration 4Q (17675.130000 sec): 3 clusters
  Score: Raw -304418.301730 + Penalty 2580.226616 = -301838.075114
  nChanged 131
		SP:Iteration 5Q (17675.140000 sec): 3 clusters
  Score: Raw -304540.878035 + Penalty 2580.226616 = -301960.651419
  nChanged 125
		SP:Iteration 6Q (17675.150000 sec): 3 clusters
  Score: Raw -304661.473109 + Penalty 2580.226616 = -302081.246493
  nChanged 114
		SP:Iteration 7Q (17675.150000 sec): 3 clusters
  Score: Raw -304769.573214 + Penalty 2580.226616 = -302189.346598
  nChanged 111
		SP:Iteration 8Q (17675.160000 sec): 3 clusters
  Score: Raw -304893.103466 + Penalty 2580.226616 = -302312.876851
  nChanged 97
		SP:Iteration 9Q (17675.170000 sec): 3 clusters
  Score: Raw -305016.917542 + Penalty 2580.226616 = -302436.690926
  nChanged 104
		SP:Iteration 10Q (17675.170000 sec): 3 clusters
  Score: Raw -305120.178324 + Penalty 2580.226616 = -302539.951708
  nChanged 109
		SP:Iteration 11Q (17675.180000 sec): 3 clusters
  Score: Raw -305226.613739 + Penalty 2580.226616 = -302646.387123
  nChanged 102
		SP:Iteration 12Q (17675.190000 sec): 3 clusters
  Score: Raw -305337.221285 + Penalty 2580.226616 = -302756.994669
  nChanged 97
		SP:Iteration 13Q (17675.190000 sec): 3 clusters
  Score: Raw -305464.081436 + Penalty 2580.226616 = -302883.854820
  nChanged 85
		SP:Iteration 14Q (17675.200000 sec): 3 clusters
  Score: Raw -305575.874831 + Penalty 2580.226616 = -302995.648215
  nChanged 71
		SP:Iteration 15Q (17675.210000 sec): 3 clusters
  Score: Raw -305671.118145 + Penalty 2580.226616 = -303090.891530
  nChanged 49
		SP:Iteration 16Q (17675.210000 sec): 3 clusters
  Score: Raw -305718.780068 + Penalty 2580.226616 = -303138.553452
  nChanged 36
		SP:Iteration 17Q (17675.220000 sec): 3 clusters
  Score: Raw -305743.612924 + Penalty 2580.226616 = -303163.386308
  nChanged 19
		SP:Iteration 18Q (17675.220000 sec): 3 clusters
  Score: Raw -305752.351554 + Penalty 2580.226616 = -303172.124938
  nChanged 8
		SP:Iteration 19Q (17675.230000 sec): 3 clusters
  Score: Raw -305755.967558 + Penalty 2580.226616 = -303175.740942
  nChanged 8
		SP:Iteration 20F (17675.230000 sec): 3 clusters
  Score: Raw -305758.253114 + Penalty 2580.226616 = -303178.026498
  nChanged 1
		SP:Iteration 21Q (17675.240000 sec): 3 clusters
  Score: Raw -305758.531781 + Penalty 2580.226616 = -303178.305165
  nChanged 1
		SP:Iteration 22Q (17675.250000 sec): 3 clusters
  Score: Raw -305758.747148 + Penalty 2580.226616 = -303178.520532
  nChanged 0
		SP:Iteration 23F (17675.250000 sec): 3 clusters
  Score: Raw -305758.747148 + Penalty 2580.226616 = -303178.520532
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17675.260000 sec): 2 clusters
  Score: Raw -192614.207823 + Penalty 1217.029464 = -191397.178359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17675.270000 sec): 3 clusters
  Score: Raw -191863.915389 + Penalty 2434.058927 = -189429.856461
  nChanged 652
		SP:Iteration 1F (17675.270000 sec): 3 clusters
  Score: Raw -192303.592027 + Penalty 2434.058927 = -189869.533100
  nChanged 176
		SP:Iteration 2F (17675.280000 sec): 3 clusters
  Score: Raw -192447.441589 + Penalty 2434.058927 = -190013.382661
  nChanged 111
		SP:Iteration 3F (17675.280000 sec): 3 clusters
  Score: Raw -192565.786900 + Penalty 2434.058927 = -190131.727973
  nChanged 91
		SP:Iteration 4F (17675.290000 sec): 3 clusters
  Score: Raw -192647.209905 + Penalty 2434.058927 = -190213.150978
  nChanged 87
		SP:Iteration 5Q (17675.290000 sec): 3 clusters
  Score: Raw -192725.897958 + Penalty 2434.058927 = -190291.839031
  nChanged 78
		SP:Iteration 6Q (17675.290000 sec): 3 clusters
  Score: Raw -192797.612252 + Penalty 2434.058927 = -190363.553325
  nChanged 72
		SP:Iteration 7Q (17675.300000 sec): 3 clusters
  Score: Raw -192859.863163 + Penalty 2434.058927 = -190425.804236
  nChanged 59
		SP:Iteration 8Q (17675.300000 sec): 3 clusters
  Score: Raw -192916.262548 + Penalty 2434.058927 = -190482.203621
  nChanged 58
		SP:Iteration 9Q (17675.310000 sec): 3 clusters
  Score: Raw -192971.297382 + Penalty 2434.058927 = -190537.238455
  nChanged 53
		SP:Iteration 10Q (17675.310000 sec): 3 clusters
  Score: Raw -193020.199769 + Penalty 2434.058927 = -190586.140842
  nChanged 44
		SP:Iteration 11Q (17675.310000 sec): 3 clusters
  Score: Raw -193062.081996 + Penalty 2434.058927 = -190628.023069
  nChanged 40
		SP:Iteration 12Q (17675.320000 sec): 3 clusters
  Score: Raw -193088.393767 + Penalty 2434.058927 = -190654.334839
  nChanged 27
		SP:Iteration 13Q (17675.320000 sec): 3 clusters
  Score: Raw -193111.538702 + Penalty 2434.058927 = -190677.479775
  nChanged 25
		SP:Iteration 14Q (17675.330000 sec): 3 clusters
  Score: Raw -193129.536843 + Penalty 2434.058927 = -190695.477916
  nChanged 17
		SP:Iteration 15Q (17675.330000 sec): 3 clusters
  Score: Raw -193141.674749 + Penalty 2434.058927 = -190707.615822
  nChanged 17
		SP:Iteration 16Q (17675.330000 sec): 3 clusters
  Score: Raw -193156.745013 + Penalty 2434.058927 = -190722.686086
  nChanged 14
		SP:Iteration 17Q (17675.340000 sec): 3 clusters
  Score: Raw -193173.347717 + Penalty 2434.058927 = -190739.288790
  nChanged 18
		SP:Iteration 18Q (17675.340000 sec): 3 clusters
  Score: Raw -193192.134677 + Penalty 2434.058927 = -190758.075750
  nChanged 14
		SP:Iteration 19Q (17675.350000 sec): 3 clusters
  Score: Raw -193204.020329 + Penalty 2434.058927 = -190769.961402
  nChanged 13
		SP:Iteration 20F (17675.350000 sec): 3 clusters
  Score: Raw -193219.149256 + Penalty 2434.058927 = -190785.090329
  nChanged 14
		SP:Iteration 21Q (17675.350000 sec): 3 clusters
  Score: Raw -193235.898368 + Penalty 2434.058927 = -190801.839441
  nChanged 15
		SP:Iteration 22Q (17675.360000 sec): 3 clusters
  Score: Raw -193247.863646 + Penalty 2434.058927 = -190813.804719
  nChanged 17
		SP:Iteration 23Q (17675.360000 sec): 3 clusters
  Score: Raw -193267.534743 + Penalty 2434.058927 = -190833.475816
  nChanged 17
		SP:Iteration 24Q (17675.370000 sec): 3 clusters
  Score: Raw -193284.755958 + Penalty 2434.058927 = -190850.697031
  nChanged 8
		SP:Iteration 25Q (17675.370000 sec): 3 clusters
  Score: Raw -193291.757808 + Penalty 2434.058927 = -190857.698881
  nChanged 6
		SP:Iteration 26Q (17675.370000 sec): 3 clusters
  Score: Raw -193302.126284 + Penalty 2434.058927 = -190868.067357
  nChanged 8
		SP:Iteration 27Q (17675.380000 sec): 3 clusters
  Score: Raw -193310.081135 + Penalty 2434.058927 = -190876.022208
  nChanged 5
		SP:Iteration 28Q (17675.380000 sec): 3 clusters
  Score: Raw -193316.932812 + Penalty 2434.058927 = -190882.873885
  nChanged 8
		SP:Iteration 29Q (17675.390000 sec): 3 clusters
  Score: Raw -193325.160193 + Penalty 2434.058927 = -190891.101266
  nChanged 4
		SP:Iteration 30Q (17675.390000 sec): 3 clusters
  Score: Raw -193329.678911 + Penalty 2434.058927 = -190895.619984
  nChanged 4
		SP:Iteration 31Q (17675.390000 sec): 3 clusters
  Score: Raw -193334.237583 + Penalty 2434.058927 = -190900.178656
  nChanged 3
		SP:Iteration 32Q (17675.400000 sec): 3 clusters
  Score: Raw -193337.133264 + Penalty 2434.058927 = -190903.074337
  nChanged 0
		SP:Iteration 33F (17675.400000 sec): 3 clusters
  Score: Raw -193337.133264 + Penalty 2434.058927 = -190903.074337
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17675.440000 sec): 2 clusters
  Score: Raw -1433285.190626 + Penalty 1533.071086 = -1431752.119541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17675.470000 sec): 3 clusters
  Score: Raw -1426032.602414 + Penalty 3066.142171 = -1422966.460243
  nChanged 5487
		SP:Iteration 1F (17675.500000 sec): 3 clusters
  Score: Raw -1428912.340100 + Penalty 3066.142171 = -1425846.197929
  nChanged 652
		SP:Iteration 2F (17675.530000 sec): 3 clusters
  Score: Raw -1429169.212725 + Penalty 3066.142171 = -1426103.070554
  nChanged 632
		SP:Iteration 3F (17675.570000 sec): 3 clusters
  Score: Raw -1429413.108967 + Penalty 3066.142171 = -1426346.966796
  nChanged 578
		SP:Iteration 4Q (17675.590000 sec): 3 clusters
  Score: Raw -1429682.850886 + Penalty 3066.142171 = -1426616.708715
  nChanged 618
		SP:Iteration 5Q (17675.630000 sec): 3 clusters
  Score: Raw -1429997.045980 + Penalty 3066.142171 = -1426930.903809
  nChanged 646
		SP:Iteration 6F (17675.660000 sec): 3 clusters
  Score: Raw -1430359.468700 + Penalty 3066.142171 = -1427293.326529
  nChanged 677
		SP:Iteration 7F (17675.690000 sec): 3 clusters
  Score: Raw -1430803.664222 + Penalty 3066.142171 = -1427737.522051
  nChanged 737
		SP:Iteration 8F (17675.720000 sec): 3 clusters
  Score: Raw -1431320.917392 + Penalty 3066.142171 = -1428254.775221
  nChanged 729
		SP:Iteration 9F (17675.750000 sec): 3 clusters
  Score: Raw -1431880.648031 + Penalty 3066.142171 = -1428814.505860
  nChanged 660
		SP:Iteration 10F (17675.780000 sec): 3 clusters
  Score: Raw -1432384.333729 + Penalty 3066.142171 = -1429318.191558
  nChanged 568
		SP:Iteration 11Q (17675.810000 sec): 3 clusters
  Score: Raw -1432858.320990 + Penalty 3066.142171 = -1429792.178819
  nChanged 458
		SP:Iteration 12Q (17675.840000 sec): 3 clusters
  Score: Raw -1433300.974049 + Penalty 3066.142171 = -1430234.831878
  nChanged 366
		SP:Iteration 13Q (17675.870000 sec): 3 clusters
  Score: Raw -1433670.388634 + Penalty 3066.142171 = -1430604.246463
  nChanged 284
		SP:Iteration 14Q (17675.900000 sec): 3 clusters
  Score: Raw -1433911.458073 + Penalty 3066.142171 = -1430845.315902
  nChanged 203
		SP:Iteration 15Q (17675.930000 sec): 3 clusters
  Score: Raw -1434064.566335 + Penalty 3066.142171 = -1430998.424164
  nChanged 171
		SP:Iteration 16Q (17675.950000 sec): 3 clusters
  Score: Raw -1434162.172164 + Penalty 3066.142171 = -1431096.029992
  nChanged 126
		SP:Iteration 17Q (17675.980000 sec): 3 clusters
  Score: Raw -1434238.354149 + Penalty 3066.142171 = -1431172.211978
  nChanged 93
		SP:Iteration 18Q (17676.010000 sec): 3 clusters
  Score: Raw -1434277.206625 + Penalty 3066.142171 = -1431211.064454
  nChanged 57
		SP:Iteration 19Q (17676.030000 sec): 3 clusters
  Score: Raw -1434293.115025 + Penalty 3066.142171 = -1431226.972854
  nChanged 48
		SP:Iteration 20F (17676.060000 sec): 3 clusters
  Score: Raw -1434309.014827 + Penalty 3066.142171 = -1431242.872656
  nChanged 45
		SP:Iteration 21Q (17676.090000 sec): 3 clusters
  Score: Raw -1434323.309344 + Penalty 3066.142171 = -1431257.167173
  nChanged 30
		SP:Iteration 22Q (17676.110000 sec): 3 clusters
  Score: Raw -1434331.195485 + Penalty 3066.142171 = -1431265.053314
  nChanged 25
		SP:Iteration 23Q (17676.140000 sec): 3 clusters
  Score: Raw -1434335.581435 + Penalty 3066.142171 = -1431269.439264
  nChanged 17
		SP:Iteration 24Q (17676.160000 sec): 3 clusters
  Score: Raw -1434338.109674 + Penalty 3066.142171 = -1431271.967503
  nChanged 11
		SP:Iteration 25Q (17676.190000 sec): 3 clusters
  Score: Raw -1434339.885073 + Penalty 3066.142171 = -1431273.742902
  nChanged 15
		SP:Iteration 26Q (17676.210000 sec): 3 clusters
  Score: Raw -1434341.777646 + Penalty 3066.142171 = -1431275.635475
  nChanged 8
		SP:Iteration 27Q (17676.240000 sec): 3 clusters
  Score: Raw -1434342.676429 + Penalty 3066.142171 = -1431276.534258
  nChanged 10
		SP:Iteration 28Q (17676.270000 sec): 3 clusters
  Score: Raw -1434343.949940 + Penalty 3066.142171 = -1431277.807769
  nChanged 6
		SP:Iteration 29Q (17676.290000 sec): 3 clusters
  Score: Raw -1434344.507973 + Penalty 3066.142171 = -1431278.365802
  nChanged 3
		SP:Iteration 30Q (17676.310000 sec): 3 clusters
  Score: Raw -1434344.927920 + Penalty 3066.142171 = -1431278.785749
  nChanged 5
		SP:Iteration 31Q (17676.340000 sec): 3 clusters
  Score: Raw -1434345.644175 + Penalty 3066.142171 = -1431279.502004
  nChanged 5
		SP:Iteration 32Q (17676.370000 sec): 3 clusters
  Score: Raw -1434346.134549 + Penalty 3066.142171 = -1431279.992378
  nChanged 2
		SP:Iteration 33Q (17676.390000 sec): 3 clusters
  Score: Raw -1434346.316729 + Penalty 3066.142171 = -1431280.174558
  nChanged 3
		SP:Iteration 34Q (17676.410000 sec): 3 clusters
  Score: Raw -1434346.661508 + Penalty 3066.142171 = -1431280.519337
  nChanged 3
		SP:Iteration 35Q (17676.440000 sec): 3 clusters
  Score: Raw -1434346.797970 + Penalty 3066.142171 = -1431280.655799
  nChanged 2
		SP:Iteration 36Q (17676.470000 sec): 3 clusters
  Score: Raw -1434346.931163 + Penalty 3066.142171 = -1431280.788992
  nChanged 3
		SP:Iteration 37Q (17676.490000 sec): 3 clusters
  Score: Raw -1434347.114771 + Penalty 3066.142171 = -1431280.972600
  nChanged 2
		SP:Iteration 38Q (17676.520000 sec): 3 clusters
  Score: Raw -1434347.350020 + Penalty 3066.142171 = -1431281.207849
  nChanged 3
		SP:Iteration 39Q (17676.540000 sec): 3 clusters
  Score: Raw -1434347.713091 + Penalty 3066.142171 = -1431281.570919
  nChanged 3
		SP:Iteration 40F (17676.570000 sec): 3 clusters
  Score: Raw -1434348.009733 + Penalty 3066.142171 = -1431281.867562
  nChanged 2
		SP:Iteration 41Q (17676.600000 sec): 3 clusters
  Score: Raw -1434348.109618 + Penalty 3066.142171 = -1431281.967447
  nChanged 1
		SP:Iteration 42Q (17676.630000 sec): 3 clusters
  Score: Raw -1434348.162448 + Penalty 3066.142171 = -1431282.020277
  nChanged 0
		SP:Iteration 43F (17676.650000 sec): 3 clusters
  Score: Raw -1434348.162448 + Penalty 3066.142171 = -1431282.020277
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17676.670000 sec): 2 clusters
  Score: Raw -377484.794300 + Penalty 1314.540902 = -376170.253398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17676.680000 sec): 3 clusters
  Score: Raw -375903.077724 + Penalty 2629.081804 = -373273.995920
  nChanged 1237
		SP:Iteration 1F (17676.690000 sec): 3 clusters
  Score: Raw -376587.853737 + Penalty 2629.081804 = -373958.771932
  nChanged 252
		SP:Iteration 2F (17676.690000 sec): 3 clusters
  Score: Raw -376732.484639 + Penalty 2629.081804 = -374103.402835
  nChanged 172
		SP:Iteration 3F (17676.700000 sec): 3 clusters
  Score: Raw -376821.200638 + Penalty 2629.081804 = -374192.118833
  nChanged 129
		SP:Iteration 4Q (17676.710000 sec): 3 clusters
  Score: Raw -376877.232443 + Penalty 2629.081804 = -374248.150638
  nChanged 86
		SP:Iteration 5Q (17676.720000 sec): 3 clusters
  Score: Raw -376918.694839 + Penalty 2629.081804 = -374289.613035
  nChanged 93
		SP:Iteration 6Q (17676.730000 sec): 3 clusters
  Score: Raw -376966.001440 + Penalty 2629.081804 = -374336.919636
  nChanged 89
		SP:Iteration 7Q (17676.730000 sec): 3 clusters
  Score: Raw -377013.810106 + Penalty 2629.081804 = -374384.728302
  nChanged 83
		SP:Iteration 8Q (17676.740000 sec): 3 clusters
  Score: Raw -377063.756764 + Penalty 2629.081804 = -374434.674960
  nChanged 86
		SP:Iteration 9Q (17676.750000 sec): 3 clusters
  Score: Raw -377108.925026 + Penalty 2629.081804 = -374479.843222
  nChanged 78
		SP:Iteration 10Q (17676.760000 sec): 3 clusters
  Score: Raw -377150.078028 + Penalty 2629.081804 = -374520.996224
  nChanged 75
		SP:Iteration 11Q (17676.770000 sec): 3 clusters
  Score: Raw -377191.836428 + Penalty 2629.081804 = -374562.754624
  nChanged 78
		SP:Iteration 12Q (17676.770000 sec): 3 clusters
  Score: Raw -377235.409861 + Penalty 2629.081804 = -374606.328057
  nChanged 73
		SP:Iteration 13Q (17676.780000 sec): 3 clusters
  Score: Raw -377278.462610 + Penalty 2629.081804 = -374649.380806
  nChanged 62
		SP:Iteration 14Q (17676.790000 sec): 3 clusters
  Score: Raw -377310.715894 + Penalty 2629.081804 = -374681.634090
  nChanged 46
		SP:Iteration 15Q (17676.800000 sec): 3 clusters
  Score: Raw -377334.399672 + Penalty 2629.081804 = -374705.317868
  nChanged 47
		SP:Iteration 16Q (17676.810000 sec): 3 clusters
  Score: Raw -377358.555500 + Penalty 2629.081804 = -374729.473696
  nChanged 47
		SP:Iteration 17Q (17676.810000 sec): 3 clusters
  Score: Raw -377388.715436 + Penalty 2629.081804 = -374759.633632
  nChanged 40
		SP:Iteration 18Q (17676.820000 sec): 3 clusters
  Score: Raw -377414.016204 + Penalty 2629.081804 = -374784.934399
  nChanged 29
		SP:Iteration 19Q (17676.830000 sec): 3 clusters
  Score: Raw -377433.420355 + Penalty 2629.081804 = -374804.338551
  nChanged 30
		SP:Iteration 20F (17676.840000 sec): 3 clusters
  Score: Raw -377448.165215 + Penalty 2629.081804 = -374819.083410
  nChanged 19
		SP:Iteration 21Q (17676.850000 sec): 3 clusters
  Score: Raw -377459.814946 + Penalty 2629.081804 = -374830.733142
  nChanged 22
		SP:Iteration 22Q (17676.850000 sec): 3 clusters
  Score: Raw -377471.383355 + Penalty 2629.081804 = -374842.301551
  nChanged 26
		SP:Iteration 23Q (17676.860000 sec): 3 clusters
  Score: Raw -377487.316557 + Penalty 2629.081804 = -374858.234753
  nChanged 21
		SP:Iteration 24Q (17676.870000 sec): 3 clusters
  Score: Raw -377499.871085 + Penalty 2629.081804 = -374870.789281
  nChanged 15
		SP:Iteration 25Q (17676.870000 sec): 3 clusters
  Score: Raw -377509.552534 + Penalty 2629.081804 = -374880.470730
  nChanged 13
		SP:Iteration 26Q (17676.880000 sec): 3 clusters
  Score: Raw -377518.116203 + Penalty 2629.081804 = -374889.034399
  nChanged 13
		SP:Iteration 27Q (17676.890000 sec): 3 clusters
  Score: Raw -377529.651103 + Penalty 2629.081804 = -374900.569299
  nChanged 16
		SP:Iteration 28Q (17676.890000 sec): 3 clusters
  Score: Raw -377540.029451 + Penalty 2629.081804 = -374910.947647
  nChanged 13
		SP:Iteration 29Q (17676.900000 sec): 3 clusters
  Score: Raw -377547.383719 + Penalty 2629.081804 = -374918.301915
  nChanged 16
		SP:Iteration 30Q (17676.910000 sec): 3 clusters
  Score: Raw -377560.795060 + Penalty 2629.081804 = -374931.713256
  nChanged 12
		SP:Iteration 31Q (17676.920000 sec): 3 clusters
  Score: Raw -377572.936949 + Penalty 2629.081804 = -374943.855145
  nChanged 11
		SP:Iteration 32Q (17676.920000 sec): 3 clusters
  Score: Raw -377584.812684 + Penalty 2629.081804 = -374955.730880
  nChanged 14
		SP:Iteration 33Q (17676.930000 sec): 3 clusters
  Score: Raw -377599.839445 + Penalty 2629.081804 = -374970.757641
  nChanged 16
		SP:Iteration 34Q (17676.940000 sec): 3 clusters
  Score: Raw -377616.049447 + Penalty 2629.081804 = -374986.967643
  nChanged 14
		SP:Iteration 35Q (17676.950000 sec): 3 clusters
  Score: Raw -377628.307717 + Penalty 2629.081804 = -374999.225913
  nChanged 10
		SP:Iteration 36Q (17676.950000 sec): 3 clusters
  Score: Raw -377637.556630 + Penalty 2629.081804 = -375008.474826
  nChanged 11
		SP:Iteration 37Q (17676.960000 sec): 3 clusters
  Score: Raw -377646.004180 + Penalty 2629.081804 = -375016.922376
  nChanged 3
		SP:Iteration 38Q (17676.970000 sec): 3 clusters
  Score: Raw -377648.151583 + Penalty 2629.081804 = -375019.069779
  nChanged 0
		SP:Iteration 39F (17676.970000 sec): 3 clusters
  Score: Raw -377648.151583 + Penalty 2629.081804 = -375019.069779
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17676.980000 sec): 2 clusters
  Score: Raw -26928.227996 + Penalty 912.725303 = -26015.502693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17676.980000 sec): 3 clusters
  Score: Raw -27072.746566 + Penalty 1825.450607 = -25247.295959
  nChanged 49
		SP:Iteration 1F (17676.980000 sec): 3 clusters
  Score: Raw -27210.678614 + Penalty 1825.450607 = -25385.228008
  nChanged 15
		SP:Iteration 2F (17676.980000 sec): 3 clusters
  Score: Raw -27257.567846 + Penalty 1825.450607 = -25432.117239
  nChanged 9
		SP:Iteration 3Q (17676.980000 sec): 3 clusters
  Score: Raw -27294.417202 + Penalty 1825.450607 = -25468.966595
  nChanged 5
		SP:Iteration 4Q (17676.990000 sec): 3 clusters
  Score: Raw -27316.291855 + Penalty 1825.450607 = -25490.841249
  nChanged 4
		SP:Iteration 5Q (17676.990000 sec): 3 clusters
  Score: Raw -27328.597399 + Penalty 1825.450607 = -25503.146792
  nChanged 0
		SP:Iteration 6F (17676.990000 sec): 3 clusters
  Score: Raw -27328.597399 + Penalty 1825.450607 = -25503.146792
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17677.040000 sec): 2 clusters
  Score: Raw -1982462.702059 + Penalty 1586.780005 = -1980875.922053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17677.080000 sec): 3 clusters
  Score: Raw -1972138.727298 + Penalty 3173.560011 = -1968965.167288
  nChanged 7815
		SP:Iteration 1F (17677.130000 sec): 3 clusters
  Score: Raw -1976382.768947 + Penalty 3173.560011 = -1973209.208936
  nChanged 917
		SP:Iteration 2F (17677.170000 sec): 3 clusters
  Score: Raw -1976783.340505 + Penalty 3173.560011 = -1973609.780494
  nChanged 945
		SP:Iteration 3F (17677.210000 sec): 3 clusters
  Score: Raw -1977225.072241 + Penalty 3173.560011 = -1974051.512230
  nChanged 926
		SP:Iteration 4F (17677.260000 sec): 3 clusters
  Score: Raw -1977732.469905 + Penalty 3173.560011 = -1974558.909895
  nChanged 963
		SP:Iteration 5F (17677.310000 sec): 3 clusters
  Score: Raw -1978276.958910 + Penalty 3173.560011 = -1975103.398899
  nChanged 964
		SP:Iteration 6F (17677.350000 sec): 3 clusters
  Score: Raw -1978803.700421 + Penalty 3173.560011 = -1975630.140410
  nChanged 935
		SP:Iteration 7F (17677.390000 sec): 3 clusters
  Score: Raw -1979278.575036 + Penalty 3173.560011 = -1976105.015026
  nChanged 847
		SP:Iteration 8Q (17677.430000 sec): 3 clusters
  Score: Raw -1979669.404334 + Penalty 3173.560011 = -1976495.844324
  nChanged 745
		SP:Iteration 9Q (17677.470000 sec): 3 clusters
  Score: Raw -1979970.595841 + Penalty 3173.560011 = -1976797.035830
  nChanged 619
		SP:Iteration 10Q (17677.510000 sec): 3 clusters
  Score: Raw -1980205.695181 + Penalty 3173.560011 = -1977032.135170
  nChanged 539
		SP:Iteration 11Q (17677.560000 sec): 3 clusters
  Score: Raw -1980409.937854 + Penalty 3173.560011 = -1977236.377843
  nChanged 504
		SP:Iteration 12Q (17677.600000 sec): 3 clusters
  Score: Raw -1980618.790523 + Penalty 3173.560011 = -1977445.230512
  nChanged 493
		SP:Iteration 13Q (17677.640000 sec): 3 clusters
  Score: Raw -1980822.649609 + Penalty 3173.560011 = -1977649.089598
  nChanged 442
		SP:Iteration 14Q (17677.690000 sec): 3 clusters
  Score: Raw -1981018.909104 + Penalty 3173.560011 = -1977845.349093
  nChanged 425
		SP:Iteration 15Q (17677.730000 sec): 3 clusters
  Score: Raw -1981202.636993 + Penalty 3173.560011 = -1978029.076982
  nChanged 360
		SP:Iteration 16Q (17677.770000 sec): 3 clusters
  Score: Raw -1981362.169509 + Penalty 3173.560011 = -1978188.609499
  nChanged 324
		SP:Iteration 17Q (17677.810000 sec): 3 clusters
  Score: Raw -1981517.753560 + Penalty 3173.560011 = -1978344.193549
  nChanged 317
		SP:Iteration 18Q (17677.860000 sec): 3 clusters
  Score: Raw -1981685.144657 + Penalty 3173.560011 = -1978511.584647
  nChanged 296
		SP:Iteration 19Q (17677.900000 sec): 3 clusters
  Score: Raw -1981862.074445 + Penalty 3173.560011 = -1978688.514435
  nChanged 273
		SP:Iteration 20F (17677.940000 sec): 3 clusters
  Score: Raw -1982023.408480 + Penalty 3173.560011 = -1978849.848469
  nChanged 213
		SP:Iteration 21Q (17677.990000 sec): 3 clusters
  Score: Raw -1982164.292776 + Penalty 3173.560011 = -1978990.732765
  nChanged 205
		SP:Iteration 22Q (17678.030000 sec): 3 clusters
  Score: Raw -1982334.263663 + Penalty 3173.560011 = -1979160.703653
  nChanged 158
		SP:Iteration 23Q (17678.070000 sec): 3 clusters
  Score: Raw -1982484.296939 + Penalty 3173.560011 = -1979310.736928
  nChanged 133
		SP:Iteration 24Q (17678.110000 sec): 3 clusters
  Score: Raw -1982606.404607 + Penalty 3173.560011 = -1979432.844596
  nChanged 92
		SP:Iteration 25Q (17678.140000 sec): 3 clusters
  Score: Raw -1982698.613189 + Penalty 3173.560011 = -1979525.053179
  nChanged 71
		SP:Iteration 26Q (17678.180000 sec): 3 clusters
  Score: Raw -1982757.839553 + Penalty 3173.560011 = -1979584.279543
  nChanged 55
		SP:Iteration 27Q (17678.210000 sec): 3 clusters
  Score: Raw -1982808.146859 + Penalty 3173.560011 = -1979634.586849
  nChanged 42
		SP:Iteration 28Q (17678.250000 sec): 3 clusters
  Score: Raw -1982840.967018 + Penalty 3173.560011 = -1979667.407007
  nChanged 35
		SP:Iteration 29Q (17678.280000 sec): 3 clusters
  Score: Raw -1982866.433331 + Penalty 3173.560011 = -1979692.873320
  nChanged 27
		SP:Iteration 30Q (17678.310000 sec): 3 clusters
  Score: Raw -1982886.204044 + Penalty 3173.560011 = -1979712.644033
  nChanged 28
		SP:Iteration 31Q (17678.340000 sec): 3 clusters
  Score: Raw -1982901.365733 + Penalty 3173.560011 = -1979727.805723
  nChanged 16
		SP:Iteration 32Q (17678.370000 sec): 3 clusters
  Score: Raw -1982909.993476 + Penalty 3173.560011 = -1979736.433466
  nChanged 8
		SP:Iteration 33Q (17678.400000 sec): 3 clusters
  Score: Raw -1982914.117900 + Penalty 3173.560011 = -1979740.557889
  nChanged 8
		SP:Iteration 34Q (17678.430000 sec): 3 clusters
  Score: Raw -1982919.579428 + Penalty 3173.560011 = -1979746.019418
  nChanged 7
		SP:Iteration 35Q (17678.460000 sec): 3 clusters
  Score: Raw -1982922.955775 + Penalty 3173.560011 = -1979749.395764
  nChanged 3
		SP:Iteration 36Q (17678.490000 sec): 3 clusters
  Score: Raw -1982924.630078 + Penalty 3173.560011 = -1979751.070067
  nChanged 0
		SP:Iteration 37F (17678.530000 sec): 3 clusters
  Score: Raw -1982924.630078 + Penalty 3173.560011 = -1979751.070067
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (8020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17678.560000 sec): 2 clusters
  Score: Raw -884192.744821 + Penalty 1460.825226 = -882731.919594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17678.580000 sec): 3 clusters
  Score: Raw -879751.972683 + Penalty 2921.650453 = -876830.322231
  nChanged 3430
		SP:Iteration 1F (17678.600000 sec): 3 clusters
  Score: Raw -881822.020684 + Penalty 2921.650453 = -878900.370231
  nChanged 646
		SP:Iteration 2F (17678.610000 sec): 3 clusters
  Score: Raw -882291.126705 + Penalty 2921.650453 = -879369.476252
  nChanged 619
		SP:Iteration 3F (17678.630000 sec): 3 clusters
  Score: Raw -882700.127692 + Penalty 2921.650453 = -879778.477240
  nChanged 537
		SP:Iteration 4F (17678.650000 sec): 3 clusters
  Score: Raw -883018.359442 + Penalty 2921.650453 = -880096.708989
  nChanged 414
		SP:Iteration 5F (17678.670000 sec): 3 clusters
  Score: Raw -883246.368990 + Penalty 2921.650453 = -880324.718537
  nChanged 333
		SP:Iteration 6Q (17678.690000 sec): 3 clusters
  Score: Raw -883430.534753 + Penalty 2921.650453 = -880508.884300
  nChanged 288
		SP:Iteration 7Q (17678.710000 sec): 3 clusters
  Score: Raw -883573.786288 + Penalty 2921.650453 = -880652.135835
  nChanged 219
		SP:Iteration 8Q (17678.730000 sec): 3 clusters
  Score: Raw -883666.729704 + Penalty 2921.650453 = -880745.079251
  nChanged 172
		SP:Iteration 9Q (17678.750000 sec): 3 clusters
  Score: Raw -883718.123261 + Penalty 2921.650453 = -880796.472808
  nChanged 123
		SP:Iteration 10Q (17678.770000 sec): 3 clusters
  Score: Raw -883745.131297 + Penalty 2921.650453 = -880823.480844
  nChanged 98
		SP:Iteration 11Q (17678.780000 sec): 3 clusters
  Score: Raw -883770.673827 + Penalty 2921.650453 = -880849.023375
  nChanged 86
		SP:Iteration 12Q (17678.800000 sec): 3 clusters
  Score: Raw -883792.614598 + Penalty 2921.650453 = -880870.964145
  nChanged 83
		SP:Iteration 13Q (17678.820000 sec): 3 clusters
  Score: Raw -883814.092489 + Penalty 2921.650453 = -880892.442036
  nChanged 82
		SP:Iteration 14Q (17678.840000 sec): 3 clusters
  Score: Raw -883835.638150 + Penalty 2921.650453 = -880913.987697
  nChanged 80
		SP:Iteration 15Q (17678.860000 sec): 3 clusters
  Score: Raw -883854.639409 + Penalty 2921.650453 = -880932.988956
  nChanged 75
		SP:Iteration 16Q (17678.870000 sec): 3 clusters
  Score: Raw -883872.440108 + Penalty 2921.650453 = -880950.789655
  nChanged 74
		SP:Iteration 17Q (17678.890000 sec): 3 clusters
  Score: Raw -883888.821850 + Penalty 2921.650453 = -880967.171397
  nChanged 59
		SP:Iteration 18Q (17678.910000 sec): 3 clusters
  Score: Raw -883900.089543 + Penalty 2921.650453 = -880978.439090
  nChanged 57
		SP:Iteration 19Q (17678.930000 sec): 3 clusters
  Score: Raw -883912.557892 + Penalty 2921.650453 = -880990.907439
  nChanged 65
		SP:Iteration 20F (17678.950000 sec): 3 clusters
  Score: Raw -883928.258148 + Penalty 2921.650453 = -881006.607696
  nChanged 73
		SP:Iteration 21Q (17678.970000 sec): 3 clusters
  Score: Raw -883947.664216 + Penalty 2921.650453 = -881026.013763
  nChanged 87
		SP:Iteration 22Q (17678.990000 sec): 3 clusters
  Score: Raw -883969.769409 + Penalty 2921.650453 = -881048.118956
  nChanged 68
		SP:Iteration 23Q (17679.010000 sec): 3 clusters
  Score: Raw -883987.025300 + Penalty 2921.650453 = -881065.374848
  nChanged 78
		SP:Iteration 24Q (17679.020000 sec): 3 clusters
  Score: Raw -884008.604432 + Penalty 2921.650453 = -881086.953979
  nChanged 81
		SP:Iteration 25Q (17679.040000 sec): 3 clusters
  Score: Raw -884032.221578 + Penalty 2921.650453 = -881110.571125
  nChanged 82
		SP:Iteration 26Q (17679.060000 sec): 3 clusters
  Score: Raw -884053.586943 + Penalty 2921.650453 = -881131.936491
  nChanged 65
		SP:Iteration 27Q (17679.080000 sec): 3 clusters
  Score: Raw -884069.768031 + Penalty 2921.650453 = -881148.117578
  nChanged 61
		SP:Iteration 28Q (17679.100000 sec): 3 clusters
  Score: Raw -884088.760152 + Penalty 2921.650453 = -881167.109700
  nChanged 76
		SP:Iteration 29Q (17679.120000 sec): 3 clusters
  Score: Raw -884113.744305 + Penalty 2921.650453 = -881192.093852
  nChanged 65
		SP:Iteration 30Q (17679.140000 sec): 3 clusters
  Score: Raw -884132.002300 + Penalty 2921.650453 = -881210.351847
  nChanged 72
		SP:Iteration 31Q (17679.150000 sec): 3 clusters
  Score: Raw -884156.496314 + Penalty 2921.650453 = -881234.845862
  nChanged 65
		SP:Iteration 32Q (17679.170000 sec): 3 clusters
  Score: Raw -884177.631906 + Penalty 2921.650453 = -881255.981453
  nChanged 66
		SP:Iteration 33Q (17679.190000 sec): 3 clusters
  Score: Raw -884198.917480 + Penalty 2921.650453 = -881277.267027
  nChanged 61
		SP:Iteration 34Q (17679.220000 sec): 3 clusters
  Score: Raw -884221.172121 + Penalty 2921.650453 = -881299.521668
  nChanged 64
		SP:Iteration 35Q (17679.240000 sec): 3 clusters
  Score: Raw -884245.805241 + Penalty 2921.650453 = -881324.154788
  nChanged 59
		SP:Iteration 36Q (17679.260000 sec): 3 clusters
  Score: Raw -884272.291878 + Penalty 2921.650453 = -881350.641425
  nChanged 58
		SP:Iteration 37Q (17679.270000 sec): 3 clusters
  Score: Raw -884297.403043 + Penalty 2921.650453 = -881375.752591
  nChanged 64
		SP:Iteration 38Q (17679.290000 sec): 3 clusters
  Score: Raw -884323.378711 + Penalty 2921.650453 = -881401.728258
  nChanged 56
		SP:Iteration 39Q (17679.310000 sec): 3 clusters
  Score: Raw -884348.561807 + Penalty 2921.650453 = -881426.911355
  nChanged 52
		SP:Iteration 40F (17679.330000 sec): 3 clusters
  Score: Raw -884369.263286 + Penalty 2921.650453 = -881447.612834
  nChanged 49
		SP:Iteration 41Q (17679.350000 sec): 3 clusters
  Score: Raw -884391.160745 + Penalty 2921.650453 = -881469.510292
  nChanged 53
		SP:Iteration 42Q (17679.370000 sec): 3 clusters
  Score: Raw -884413.639008 + Penalty 2921.650453 = -881491.988555
  nChanged 43
		SP:Iteration 43Q (17679.380000 sec): 3 clusters
  Score: Raw -884433.263655 + Penalty 2921.650453 = -881511.613202
  nChanged 32
		SP:Iteration 44Q (17679.400000 sec): 3 clusters
  Score: Raw -884445.247246 + Penalty 2921.650453 = -881523.596793
  nChanged 25
		SP:Iteration 45Q (17679.420000 sec): 3 clusters
  Score: Raw -884460.056124 + Penalty 2921.650453 = -881538.405671
  nChanged 33
		SP:Iteration 46Q (17679.440000 sec): 3 clusters
  Score: Raw -884477.626356 + Penalty 2921.650453 = -881555.975903
  nChanged 25
		SP:Iteration 47Q (17679.460000 sec): 3 clusters
  Score: Raw -884489.961546 + Penalty 2921.650453 = -881568.311093
  nChanged 28
		SP:Iteration 48Q (17679.480000 sec): 3 clusters
  Score: Raw -884502.287600 + Penalty 2921.650453 = -881580.637148
  nChanged 17
		SP:Iteration 49Q (17679.490000 sec): 3 clusters
  Score: Raw -884508.635788 + Penalty 2921.650453 = -881586.985335
  nChanged 25
		SP:Iteration 50Q (17679.510000 sec): 3 clusters
  Score: Raw -884523.755380 + Penalty 2921.650453 = -881602.104927
  nChanged 26
		SP:Iteration 51Q (17679.530000 sec): 3 clusters
  Score: Raw -884535.569360 + Penalty 2921.650453 = -881613.918907
  nChanged 19
		SP:Iteration 52Q (17679.550000 sec): 3 clusters
  Score: Raw -884546.009352 + Penalty 2921.650453 = -881624.358899
  nChanged 21
		SP:Iteration 53Q (17679.560000 sec): 3 clusters
  Score: Raw -884557.012744 + Penalty 2921.650453 = -881635.362292
  nChanged 20
		SP:Iteration 54Q (17679.580000 sec): 3 clusters
  Score: Raw -884565.103333 + Penalty 2921.650453 = -881643.452881
  nChanged 17
		SP:Iteration 55Q (17679.600000 sec): 3 clusters
  Score: Raw -884573.943391 + Penalty 2921.650453 = -881652.292939
  nChanged 13
		SP:Iteration 56Q (17679.620000 sec): 3 clusters
  Score: Raw -884578.929861 + Penalty 2921.650453 = -881657.279408
  nChanged 7
		SP:Iteration 57Q (17679.630000 sec): 3 clusters
  Score: Raw -884581.720538 + Penalty 2921.650453 = -881660.070086
  nChanged 5
		SP:Iteration 58Q (17679.650000 sec): 3 clusters
  Score: Raw -884583.204267 + Penalty 2921.650453 = -881661.553814
  nChanged 4
		SP:Iteration 59Q (17679.660000 sec): 3 clusters
  Score: Raw -884584.362106 + Penalty 2921.650453 = -881662.711653
  nChanged 3
		SP:Iteration 60F (17679.680000 sec): 3 clusters
  Score: Raw -884585.148584 + Penalty 2921.650453 = -881663.498131
  nChanged 4
		SP:Iteration 61Q (17679.700000 sec): 3 clusters
  Score: Raw -884586.208436 + Penalty 2921.650453 = -881664.557984
  nChanged 3
		SP:Iteration 62Q (17679.720000 sec): 3 clusters
  Score: Raw -884587.522618 + Penalty 2921.650453 = -881665.872166
  nChanged 7
		SP:Iteration 63Q (17679.740000 sec): 3 clusters
  Score: Raw -884591.695418 + Penalty 2921.650453 = -881670.044965
  nChanged 11
		SP:Iteration 64Q (17679.750000 sec): 3 clusters
  Score: Raw -884597.166308 + Penalty 2921.650453 = -881675.515856
  nChanged 11
		SP:Iteration 65Q (17679.770000 sec): 3 clusters
  Score: Raw -884600.981382 + Penalty 2921.650453 = -881679.330929
  nChanged 8
		SP:Iteration 66Q (17679.780000 sec): 3 clusters
  Score: Raw -884604.794977 + Penalty 2921.650453 = -881683.144525
  nChanged 6
		SP:Iteration 67Q (17679.800000 sec): 3 clusters
  Score: Raw -884607.816765 + Penalty 2921.650453 = -881686.166312
  nChanged 7
		SP:Iteration 68Q (17679.820000 sec): 3 clusters
  Score: Raw -884610.583802 + Penalty 2921.650453 = -881688.933349
  nChanged 5
		SP:Iteration 69Q (17679.840000 sec): 3 clusters
  Score: Raw -884612.184739 + Penalty 2921.650453 = -881690.534286
  nChanged 3
		SP:Iteration 70Q (17679.850000 sec): 3 clusters
  Score: Raw -884613.352917 + Penalty 2921.650453 = -881691.702465
  nChanged 4
		SP:Iteration 71Q (17679.870000 sec): 3 clusters
  Score: Raw -884614.788552 + Penalty 2921.650453 = -881693.138100
  nChanged 6
		SP:Iteration 72Q (17679.880000 sec): 3 clusters
  Score: Raw -884616.386433 + Penalty 2921.650453 = -881694.735980
  nChanged 4
		SP:Iteration 73Q (17679.900000 sec): 3 clusters
  Score: Raw -884617.865448 + Penalty 2921.650453 = -881696.214995
  nChanged 0
		SP:Iteration 74F (17679.920000 sec): 3 clusters
  Score: Raw -884617.865448 + Penalty 2921.650453 = -881696.214995
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17679.940000 sec): 2 clusters
  Score: Raw -384696.184948 + Penalty 1330.119411 = -383366.065537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17679.940000 sec): 3 clusters
  Score: Raw -382881.248599 + Penalty 2660.238823 = -380221.009776
  nChanged 1394
		SP:Iteration 1F (17679.950000 sec): 3 clusters
  Score: Raw -383751.964247 + Penalty 2660.238823 = -381091.725425
  nChanged 301
		SP:Iteration 2F (17679.960000 sec): 3 clusters
  Score: Raw -383965.151901 + Penalty 2660.238823 = -381304.913078
  nChanged 233
		SP:Iteration 3F (17679.970000 sec): 3 clusters
  Score: Raw -384118.220487 + Penalty 2660.238823 = -381457.981664
  nChanged 178
		SP:Iteration 4Q (17679.980000 sec): 3 clusters
  Score: Raw -384226.104049 + Penalty 2660.238823 = -381565.865226
  nChanged 116
		SP:Iteration 5Q (17679.990000 sec): 3 clusters
  Score: Raw -384294.830383 + Penalty 2660.238823 = -381634.591561
  nChanged 102
		SP:Iteration 6Q (17680.000000 sec): 3 clusters
  Score: Raw -384354.867497 + Penalty 2660.238823 = -381694.628675
  nChanged 102
		SP:Iteration 7Q (17680.000000 sec): 3 clusters
  Score: Raw -384424.923353 + Penalty 2660.238823 = -381764.684530
  nChanged 109
		SP:Iteration 8Q (17680.010000 sec): 3 clusters
  Score: Raw -384501.597368 + Penalty 2660.238823 = -381841.358546
  nChanged 108
		SP:Iteration 9Q (17680.020000 sec): 3 clusters
  Score: Raw -384586.430688 + Penalty 2660.238823 = -381926.191865
  nChanged 123
		SP:Iteration 10Q (17680.030000 sec): 3 clusters
  Score: Raw -384674.956660 + Penalty 2660.238823 = -382014.717837
  nChanged 97
		SP:Iteration 11Q (17680.040000 sec): 3 clusters
  Score: Raw -384740.936733 + Penalty 2660.238823 = -382080.697910
  nChanged 102
		SP:Iteration 12Q (17680.040000 sec): 3 clusters
  Score: Raw -384819.372871 + Penalty 2660.238823 = -382159.134049
  nChanged 78
		SP:Iteration 13Q (17680.050000 sec): 3 clusters
  Score: Raw -384872.812228 + Penalty 2660.238823 = -382212.573405
  nChanged 72
		SP:Iteration 14Q (17680.060000 sec): 3 clusters
  Score: Raw -384923.459908 + Penalty 2660.238823 = -382263.221086
  nChanged 77
		SP:Iteration 15Q (17680.070000 sec): 3 clusters
  Score: Raw -384972.324163 + Penalty 2660.238823 = -382312.085340
  nChanged 58
		SP:Iteration 16Q (17680.080000 sec): 3 clusters
  Score: Raw -385014.917829 + Penalty 2660.238823 = -382354.679006
  nChanged 67
		SP:Iteration 17Q (17680.080000 sec): 3 clusters
  Score: Raw -385062.156929 + Penalty 2660.238823 = -382401.918107
  nChanged 66
		SP:Iteration 18Q (17680.090000 sec): 3 clusters
  Score: Raw -385121.192629 + Penalty 2660.238823 = -382460.953806
  nChanged 58
		SP:Iteration 19Q (17680.100000 sec): 3 clusters
  Score: Raw -385178.717490 + Penalty 2660.238823 = -382518.478667
  nChanged 72
		SP:Iteration 20F (17680.110000 sec): 3 clusters
  Score: Raw -385286.872125 + Penalty 2660.238823 = -382626.633303
  nChanged 61
		SP:Iteration 21Q (17680.120000 sec): 3 clusters
  Score: Raw -385401.378216 + Penalty 2660.238823 = -382741.139394
  nChanged 61
		SP:Iteration 22Q (17680.120000 sec): 3 clusters
  Score: Raw -385485.945239 + Penalty 2660.238823 = -382825.706417
  nChanged 54
		SP:Iteration 23Q (17680.130000 sec): 3 clusters
  Score: Raw -385528.179582 + Penalty 2660.238823 = -382867.940759
  nChanged 40
		SP:Iteration 24Q (17680.140000 sec): 3 clusters
  Score: Raw -385548.885890 + Penalty 2660.238823 = -382888.647067
  nChanged 16
		SP:Iteration 25Q (17680.150000 sec): 3 clusters
  Score: Raw -385554.410675 + Penalty 2660.238823 = -382894.171852
  nChanged 8
		SP:Iteration 26Q (17680.150000 sec): 3 clusters
  Score: Raw -385556.944808 + Penalty 2660.238823 = -382896.705985
  nChanged 4
		SP:Iteration 27Q (17680.160000 sec): 3 clusters
  Score: Raw -385558.264234 + Penalty 2660.238823 = -382898.025411
  nChanged 3
		SP:Iteration 28Q (17680.170000 sec): 3 clusters
  Score: Raw -385559.042173 + Penalty 2660.238823 = -382898.803350
  nChanged 2
		SP:Iteration 29Q (17680.180000 sec): 3 clusters
  Score: Raw -385559.356831 + Penalty 2660.238823 = -382899.118008
  nChanged 0
		SP:Iteration 30F (17680.180000 sec): 3 clusters
  Score: Raw -385559.356831 + Penalty 2660.238823 = -382899.118008
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17680.190000 sec): 2 clusters
  Score: Raw -162742.387268 + Penalty 1188.398313 = -161553.988955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17680.200000 sec): 3 clusters
  Score: Raw -162142.778632 + Penalty 2376.796626 = -159765.982007
  nChanged 497
		SP:Iteration 1F (17680.200000 sec): 3 clusters
  Score: Raw -162523.611442 + Penalty 2376.796626 = -160146.814816
  nChanged 124
		SP:Iteration 2F (17680.200000 sec): 3 clusters
  Score: Raw -162633.174864 + Penalty 2376.796626 = -160256.378239
  nChanged 73
		SP:Iteration 3Q (17680.210000 sec): 3 clusters
  Score: Raw -162695.782691 + Penalty 2376.796626 = -160318.986065
  nChanged 48
		SP:Iteration 4Q (17680.210000 sec): 3 clusters
  Score: Raw -162735.748963 + Penalty 2376.796626 = -160358.952337
  nChanged 35
		SP:Iteration 5Q (17680.210000 sec): 3 clusters
  Score: Raw -162760.294350 + Penalty 2376.796626 = -160383.497724
  nChanged 34
		SP:Iteration 6Q (17680.220000 sec): 3 clusters
  Score: Raw -162789.549010 + Penalty 2376.796626 = -160412.752384
  nChanged 35
		SP:Iteration 7Q (17680.220000 sec): 3 clusters
  Score: Raw -162820.760300 + Penalty 2376.796626 = -160443.963674
  nChanged 29
		SP:Iteration 8Q (17680.220000 sec): 3 clusters
  Score: Raw -162842.981963 + Penalty 2376.796626 = -160466.185337
  nChanged 22
		SP:Iteration 9Q (17680.230000 sec): 3 clusters
  Score: Raw -162854.128640 + Penalty 2376.796626 = -160477.332014
  nChanged 16
		SP:Iteration 10Q (17680.230000 sec): 3 clusters
  Score: Raw -162864.455289 + Penalty 2376.796626 = -160487.658663
  nChanged 14
		SP:Iteration 11Q (17680.240000 sec): 3 clusters
  Score: Raw -162873.033384 + Penalty 2376.796626 = -160496.236758
  nChanged 12
		SP:Iteration 12Q (17680.240000 sec): 3 clusters
  Score: Raw -162885.190132 + Penalty 2376.796626 = -160508.393507
  nChanged 17
		SP:Iteration 13Q (17680.240000 sec): 3 clusters
  Score: Raw -162897.938257 + Penalty 2376.796626 = -160521.141632
  nChanged 14
		SP:Iteration 14Q (17680.240000 sec): 3 clusters
  Score: Raw -162909.680298 + Penalty 2376.796626 = -160532.883672
  nChanged 17
		SP:Iteration 15Q (17680.250000 sec): 3 clusters
  Score: Raw -162921.116699 + Penalty 2376.796626 = -160544.320073
  nChanged 15
		SP:Iteration 16Q (17680.250000 sec): 3 clusters
  Score: Raw -162932.278739 + Penalty 2376.796626 = -160555.482113
  nChanged 12
		SP:Iteration 17Q (17680.260000 sec): 3 clusters
  Score: Raw -162942.157211 + Penalty 2376.796626 = -160565.360585
  nChanged 8
		SP:Iteration 18Q (17680.260000 sec): 3 clusters
  Score: Raw -162946.669422 + Penalty 2376.796626 = -160569.872797
  nChanged 4
		SP:Iteration 19Q (17680.260000 sec): 3 clusters
  Score: Raw -162948.234945 + Penalty 2376.796626 = -160571.438320
  nChanged 5
		SP:Iteration 20F (17680.260000 sec): 3 clusters
  Score: Raw -162951.400513 + Penalty 2376.796626 = -160574.603887
  nChanged 5
		SP:Iteration 21Q (17680.270000 sec): 3 clusters
  Score: Raw -162955.029718 + Penalty 2376.796626 = -160578.233092
  nChanged 6
		SP:Iteration 22Q (17680.270000 sec): 3 clusters
  Score: Raw -162958.831936 + Penalty 2376.796626 = -160582.035311
  nChanged 6
		SP:Iteration 23Q (17680.280000 sec): 3 clusters
  Score: Raw -162965.720376 + Penalty 2376.796626 = -160588.923751
  nChanged 13
		SP:Iteration 24Q (17680.280000 sec): 3 clusters
  Score: Raw -162975.165702 + Penalty 2376.796626 = -160598.369077
  nChanged 14
		SP:Iteration 25Q (17680.280000 sec): 3 clusters
  Score: Raw -162993.483700 + Penalty 2376.796626 = -160616.687075
  nChanged 22
		SP:Iteration 26Q (17680.280000 sec): 3 clusters
  Score: Raw -163011.245784 + Penalty 2376.796626 = -160634.449158
  nChanged 17
		SP:Iteration 27Q (17680.290000 sec): 3 clusters
  Score: Raw -163036.251886 + Penalty 2376.796626 = -160659.455261
  nChanged 25
		SP:Iteration 28Q (17680.290000 sec): 3 clusters
  Score: Raw -163074.274842 + Penalty 2376.796626 = -160697.478216
  nChanged 27
		SP:Iteration 29Q (17680.300000 sec): 3 clusters
  Score: Raw -163118.433247 + Penalty 2376.796626 = -160741.636622
  nChanged 18
		SP:Iteration 30Q (17680.300000 sec): 3 clusters
  Score: Raw -163145.937992 + Penalty 2376.796626 = -160769.141366
  nChanged 19
		SP:Iteration 31Q (17680.300000 sec): 3 clusters
  Score: Raw -163167.415060 + Penalty 2376.796626 = -160790.618434
  nChanged 16
		SP:Iteration 32Q (17680.300000 sec): 3 clusters
  Score: Raw -163187.163587 + Penalty 2376.796626 = -160810.366961
  nChanged 19
		SP:Iteration 33Q (17680.310000 sec): 3 clusters
  Score: Raw -163204.176980 + Penalty 2376.796626 = -160827.380354
  nChanged 17
		SP:Iteration 34Q (17680.310000 sec): 3 clusters
  Score: Raw -163215.278608 + Penalty 2376.796626 = -160838.481982
  nChanged 10
		SP:Iteration 35Q (17680.320000 sec): 3 clusters
  Score: Raw -163224.332466 + Penalty 2376.796626 = -160847.535840
  nChanged 14
		SP:Iteration 36Q (17680.320000 sec): 3 clusters
  Score: Raw -163234.467121 + Penalty 2376.796626 = -160857.670496
  nChanged 10
		SP:Iteration 37Q (17680.320000 sec): 3 clusters
  Score: Raw -163240.865937 + Penalty 2376.796626 = -160864.069312
  nChanged 6
		SP:Iteration 38Q (17680.320000 sec): 3 clusters
  Score: Raw -163245.733609 + Penalty 2376.796626 = -160868.936984
  nChanged 3
		SP:Iteration 39Q (17680.330000 sec): 3 clusters
  Score: Raw -163247.622918 + Penalty 2376.796626 = -160870.826292
  nChanged 4
		SP:Iteration 40F (17680.330000 sec): 3 clusters
  Score: Raw -163250.310054 + Penalty 2376.796626 = -160873.513428
  nChanged 2
		SP:Iteration 41Q (17680.340000 sec): 3 clusters
  Score: Raw -163251.535487 + Penalty 2376.796626 = -160874.738861
  nChanged 1
		SP:Iteration 42Q (17680.340000 sec): 3 clusters
  Score: Raw -163252.001399 + Penalty 2376.796626 = -160875.204773
  nChanged 2
		SP:Iteration 43Q (17680.340000 sec): 3 clusters
  Score: Raw -163254.315786 + Penalty 2376.796626 = -160877.519160
  nChanged 1
		SP:Iteration 44Q (17680.340000 sec): 3 clusters
  Score: Raw -163257.191574 + Penalty 2376.796626 = -160880.394948
  nChanged 2
		SP:Iteration 45Q (17680.350000 sec): 3 clusters
  Score: Raw -163259.750469 + Penalty 2376.796626 = -160882.953843
  nChanged 2
		SP:Iteration 46Q (17680.350000 sec): 3 clusters
  Score: Raw -163260.999327 + Penalty 2376.796626 = -160884.202702
  nChanged 1
		SP:Iteration 47Q (17680.360000 sec): 3 clusters
  Score: Raw -163261.870279 + Penalty 2376.796626 = -160885.073653
  nChanged 2
		SP:Iteration 48Q (17680.360000 sec): 3 clusters
  Score: Raw -163263.073370 + Penalty 2376.796626 = -160886.276745
  nChanged 4
		SP:Iteration 49Q (17680.360000 sec): 3 clusters
  Score: Raw -163264.564522 + Penalty 2376.796626 = -160887.767896
  nChanged 1
		SP:Iteration 50Q (17680.360000 sec): 3 clusters
  Score: Raw -163265.076518 + Penalty 2376.796626 = -160888.279892
  nChanged 0
		SP:Iteration 51F (17680.370000 sec): 3 clusters
  Score: Raw -163265.076518 + Penalty 2376.796626 = -160888.279892
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17680.370000 sec): 2 clusters
  Score: Raw -93105.102859 + Penalty 1096.291971 = -92008.810888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17680.380000 sec): 3 clusters
  Score: Raw -92898.738866 + Penalty 2192.583942 = -90706.154924
  nChanged 252
		SP:Iteration 1F (17680.380000 sec): 3 clusters
  Score: Raw -93218.707801 + Penalty 2192.583942 = -91026.123859
  nChanged 95
		SP:Iteration 2F (17680.380000 sec): 3 clusters
  Score: Raw -93453.231547 + Penalty 2192.583942 = -91260.647606
  nChanged 82
		SP:Iteration 3F (17680.380000 sec): 3 clusters
  Score: Raw -93648.726237 + Penalty 2192.583942 = -91456.142296
  nChanged 65
		SP:Iteration 4F (17680.380000 sec): 3 clusters
  Score: Raw -93811.373801 + Penalty 2192.583942 = -91618.789859
  nChanged 30
		SP:Iteration 5Q (17680.390000 sec): 3 clusters
  Score: Raw -93889.172962 + Penalty 2192.583942 = -91696.589020
  nChanged 13
		SP:Iteration 6Q (17680.390000 sec): 3 clusters
  Score: Raw -93920.809549 + Penalty 2192.583942 = -91728.225608
  nChanged 8
		SP:Iteration 7Q (17680.390000 sec): 3 clusters
  Score: Raw -93937.242475 + Penalty 2192.583942 = -91744.658533
  nChanged 7
		SP:Iteration 8Q (17680.390000 sec): 3 clusters
  Score: Raw -93948.576395 + Penalty 2192.583942 = -91755.992454
  nChanged 6
		SP:Iteration 9Q (17680.390000 sec): 3 clusters
  Score: Raw -93966.170367 + Penalty 2192.583942 = -91773.586425
  nChanged 4
		SP:Iteration 10Q (17680.400000 sec): 3 clusters
  Score: Raw -93970.334481 + Penalty 2192.583942 = -91777.750539
  nChanged 1
		SP:Iteration 11Q (17680.400000 sec): 3 clusters
  Score: Raw -93971.714028 + Penalty 2192.583942 = -91779.130086
  nChanged 0
		SP:Iteration 12F (17680.400000 sec): 3 clusters
  Score: Raw -93971.714028 + Penalty 2192.583942 = -91779.130086
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (32371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17680.490000 sec): 2 clusters
  Score: Raw -3807768.878608 + Penalty 1687.565464 = -3806081.313144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17680.570000 sec): 3 clusters
  Score: Raw -3787775.876182 + Penalty 3375.130928 = -3784400.745255
  nChanged 14878
		SP:Iteration 1F (17680.650000 sec): 3 clusters
  Score: Raw -3796279.851665 + Penalty 3375.130928 = -3792904.720738
  nChanged 1602
		SP:Iteration 2Q (17680.730000 sec): 3 clusters
  Score: Raw -3796912.006151 + Penalty 3375.130928 = -3793536.875223
  nChanged 1693
		SP:Iteration 3F (17680.810000 sec): 3 clusters
  Score: Raw -3797655.357091 + Penalty 3375.130928 = -3794280.226163
  nChanged 1808
		SP:Iteration 4F (17680.890000 sec): 3 clusters
  Score: Raw -3798574.189949 + Penalty 3375.130928 = -3795199.059021
  nChanged 1992
		SP:Iteration 5F (17680.970000 sec): 3 clusters
  Score: Raw -3799669.046407 + Penalty 3375.130928 = -3796293.915480
  nChanged 2026
		SP:Iteration 6F (17681.050000 sec): 3 clusters
  Score: Raw -3800806.766441 + Penalty 3375.130928 = -3797431.635513
  nChanged 1867
		SP:Iteration 7F (17681.130000 sec): 3 clusters
  Score: Raw -3801924.378760 + Penalty 3375.130928 = -3798549.247832
  nChanged 1774
		SP:Iteration 8F (17681.210000 sec): 3 clusters
  Score: Raw -3803057.584207 + Penalty 3375.130928 = -3799682.453280
  nChanged 1687
		SP:Iteration 9F (17681.290000 sec): 3 clusters
  Score: Raw -3804272.815858 + Penalty 3375.130928 = -3800897.684930
  nChanged 1530
		SP:Iteration 10Q (17681.370000 sec): 3 clusters
  Score: Raw -3805459.456688 + Penalty 3375.130928 = -3802084.325760
  nChanged 1264
		SP:Iteration 11Q (17681.450000 sec): 3 clusters
  Score: Raw -3806491.298278 + Penalty 3375.130928 = -3803116.167351
  nChanged 891
		SP:Iteration 12Q (17681.530000 sec): 3 clusters
  Score: Raw -3807184.190101 + Penalty 3375.130928 = -3803809.059173
  nChanged 511
		SP:Iteration 13Q (17681.600000 sec): 3 clusters
  Score: Raw -3807570.665702 + Penalty 3375.130928 = -3804195.534775
  nChanged 294
		SP:Iteration 14Q (17681.670000 sec): 3 clusters
  Score: Raw -3807787.670875 + Penalty 3375.130928 = -3804412.539947
  nChanged 195
		SP:Iteration 15Q (17681.730000 sec): 3 clusters
  Score: Raw -3807930.748313 + Penalty 3375.130928 = -3804555.617386
  nChanged 126
		SP:Iteration 16Q (17681.800000 sec): 3 clusters
  Score: Raw -3808027.637702 + Penalty 3375.130928 = -3804652.506774
  nChanged 74
		SP:Iteration 17Q (17681.860000 sec): 3 clusters
  Score: Raw -3808078.815404 + Penalty 3375.130928 = -3804703.684476
  nChanged 56
		SP:Iteration 18Q (17681.910000 sec): 3 clusters
  Score: Raw -3808117.444008 + Penalty 3375.130928 = -3804742.313080
  nChanged 35
		SP:Iteration 19Q (17681.970000 sec): 3 clusters
  Score: Raw -3808137.943891 + Penalty 3375.130928 = -3804762.812963
  nChanged 30
		SP:Iteration 20F (17682.050000 sec): 3 clusters
  Score: Raw -3808158.622246 + Penalty 3375.130928 = -3804783.491318
  nChanged 17
		SP:Iteration 21Q (17682.110000 sec): 3 clusters
  Score: Raw -3808167.723938 + Penalty 3375.130928 = -3804792.593010
  nChanged 15
		SP:Iteration 22Q (17682.170000 sec): 3 clusters
  Score: Raw -3808178.509076 + Penalty 3375.130928 = -3804803.378148
  nChanged 14
		SP:Iteration 23Q (17682.230000 sec): 3 clusters
  Score: Raw -3808189.178808 + Penalty 3375.130928 = -3804814.047881
  nChanged 11
		SP:Iteration 24Q (17682.280000 sec): 3 clusters
  Score: Raw -3808195.621236 + Penalty 3375.130928 = -3804820.490309
  nChanged 9
		SP:Iteration 25Q (17682.340000 sec): 3 clusters
  Score: Raw -3808203.620729 + Penalty 3375.130928 = -3804828.489801
  nChanged 8
		SP:Iteration 26Q (17682.390000 sec): 3 clusters
  Score: Raw -3808209.999949 + Penalty 3375.130928 = -3804834.869021
  nChanged 5
		SP:Iteration 27Q (17682.450000 sec): 3 clusters
  Score: Raw -3808213.085131 + Penalty 3375.130928 = -3804837.954203
  nChanged 3
		SP:Iteration 28Q (17682.510000 sec): 3 clusters
  Score: Raw -3808215.214283 + Penalty 3375.130928 = -3804840.083355
  nChanged 6
		SP:Iteration 29Q (17682.560000 sec): 3 clusters
  Score: Raw -3808218.245327 + Penalty 3375.130928 = -3804843.114399
  nChanged 2
		SP:Iteration 30Q (17682.620000 sec): 3 clusters
  Score: Raw -3808219.021559 + Penalty 3375.130928 = -3804843.890632
  nChanged 2
		SP:Iteration 31Q (17682.670000 sec): 3 clusters
  Score: Raw -3808220.405155 + Penalty 3375.130928 = -3804845.274228
  nChanged 3
		SP:Iteration 32Q (17682.730000 sec): 3 clusters
  Score: Raw -3808222.054506 + Penalty 3375.130928 = -3804846.923578
  nChanged 2
		SP:Iteration 33Q (17682.790000 sec): 3 clusters
  Score: Raw -3808222.395548 + Penalty 3375.130928 = -3804847.264621
  nChanged 1
		SP:Iteration 34Q (17682.850000 sec): 3 clusters
  Score: Raw -3808222.656436 + Penalty 3375.130928 = -3804847.525508
  nChanged 2
		SP:Iteration 35Q (17682.900000 sec): 3 clusters
  Score: Raw -3808224.618563 + Penalty 3375.130928 = -3804849.487635
  nChanged 3
		SP:Iteration 36Q (17682.960000 sec): 3 clusters
  Score: Raw -3808225.742357 + Penalty 3375.130928 = -3804850.611430
  nChanged 0
		SP:Iteration 37F (17683.030000 sec): 3 clusters
  Score: Raw -3808225.742357 + Penalty 3375.130928 = -3804850.611430
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17683.070000 sec): 2 clusters
  Score: Raw -934400.497776 + Penalty 1461.512673 = -932938.985103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17683.090000 sec): 3 clusters
  Score: Raw -929952.366844 + Penalty 2923.025346 = -927029.341498
  nChanged 3330
		SP:Iteration 1F (17683.100000 sec): 3 clusters
  Score: Raw -931718.041325 + Penalty 2923.025346 = -928795.015979
  nChanged 495
		SP:Iteration 2F (17683.120000 sec): 3 clusters
  Score: Raw -931952.647462 + Penalty 2923.025346 = -929029.622116
  nChanged 446
		SP:Iteration 3F (17683.140000 sec): 3 clusters
  Score: Raw -932152.815410 + Penalty 2923.025346 = -929229.790064
  nChanged 378
		SP:Iteration 4Q (17683.160000 sec): 3 clusters
  Score: Raw -932330.278893 + Penalty 2923.025346 = -929407.253547
  nChanged 379
		SP:Iteration 5Q (17683.180000 sec): 3 clusters
  Score: Raw -932520.344860 + Penalty 2923.025346 = -929597.319514
  nChanged 374
		SP:Iteration 6Q (17683.200000 sec): 3 clusters
  Score: Raw -932746.870755 + Penalty 2923.025346 = -929823.845409
  nChanged 392
		SP:Iteration 7Q (17683.220000 sec): 3 clusters
  Score: Raw -932993.998276 + Penalty 2923.025346 = -930070.972930
  nChanged 382
		SP:Iteration 8Q (17683.230000 sec): 3 clusters
  Score: Raw -933240.830703 + Penalty 2923.025346 = -930317.805357
  nChanged 347
		SP:Iteration 9Q (17683.250000 sec): 3 clusters
  Score: Raw -933481.580320 + Penalty 2923.025346 = -930558.554974
  nChanged 313
		SP:Iteration 10Q (17683.270000 sec): 3 clusters
  Score: Raw -933708.756139 + Penalty 2923.025346 = -930785.730794
  nChanged 267
		SP:Iteration 11Q (17683.290000 sec): 3 clusters
  Score: Raw -933890.954866 + Penalty 2923.025346 = -930967.929520
  nChanged 230
		SP:Iteration 12Q (17683.310000 sec): 3 clusters
  Score: Raw -934051.680928 + Penalty 2923.025346 = -931128.655582
  nChanged 174
		SP:Iteration 13Q (17683.330000 sec): 3 clusters
  Score: Raw -934164.615671 + Penalty 2923.025346 = -931241.590325
  nChanged 123
		SP:Iteration 14Q (17683.350000 sec): 3 clusters
  Score: Raw -934245.457000 + Penalty 2923.025346 = -931322.431654
  nChanged 85
		SP:Iteration 15Q (17683.360000 sec): 3 clusters
  Score: Raw -934310.426276 + Penalty 2923.025346 = -931387.400930
  nChanged 74
		SP:Iteration 16Q (17683.380000 sec): 3 clusters
  Score: Raw -934369.670281 + Penalty 2923.025346 = -931446.644935
  nChanged 60
		SP:Iteration 17Q (17683.400000 sec): 3 clusters
  Score: Raw -934411.434329 + Penalty 2923.025346 = -931488.408983
  nChanged 42
		SP:Iteration 18Q (17683.410000 sec): 3 clusters
  Score: Raw -934443.386577 + Penalty 2923.025346 = -931520.361231
  nChanged 30
		SP:Iteration 19Q (17683.430000 sec): 3 clusters
  Score: Raw -934468.704690 + Penalty 2923.025346 = -931545.679344
  nChanged 21
		SP:Iteration 20F (17683.450000 sec): 3 clusters
  Score: Raw -934485.786307 + Penalty 2923.025346 = -931562.760961
  nChanged 22
		SP:Iteration 21Q (17683.460000 sec): 3 clusters
  Score: Raw -934502.251620 + Penalty 2923.025346 = -931579.226274
  nChanged 15
		SP:Iteration 22Q (17683.480000 sec): 3 clusters
  Score: Raw -934517.285454 + Penalty 2923.025346 = -931594.260108
  nChanged 13
		SP:Iteration 23Q (17683.490000 sec): 3 clusters
  Score: Raw -934527.019108 + Penalty 2923.025346 = -931603.993762
  nChanged 14
		SP:Iteration 24Q (17683.510000 sec): 3 clusters
  Score: Raw -934535.203015 + Penalty 2923.025346 = -931612.177669
  nChanged 7
		SP:Iteration 25Q (17683.520000 sec): 3 clusters
  Score: Raw -934540.456441 + Penalty 2923.025346 = -931617.431095
  nChanged 5
		SP:Iteration 26Q (17683.540000 sec): 3 clusters
  Score: Raw -934544.520638 + Penalty 2923.025346 = -931621.495292
  nChanged 4
		SP:Iteration 27Q (17683.550000 sec): 3 clusters
  Score: Raw -934547.757700 + Penalty 2923.025346 = -931624.732354
  nChanged 4
		SP:Iteration 28Q (17683.570000 sec): 3 clusters
  Score: Raw -934550.907495 + Penalty 2923.025346 = -931627.882149
  nChanged 4
		SP:Iteration 29Q (17683.580000 sec): 3 clusters
  Score: Raw -934554.200612 + Penalty 2923.025346 = -931631.175266
  nChanged 2
		SP:Iteration 30Q (17683.600000 sec): 3 clusters
  Score: Raw -934555.602873 + Penalty 2923.025346 = -931632.577527
  nChanged 5
		SP:Iteration 31Q (17683.610000 sec): 3 clusters
  Score: Raw -934558.198653 + Penalty 2923.025346 = -931635.173307
  nChanged 4
		SP:Iteration 32Q (17683.630000 sec): 3 clusters
  Score: Raw -934561.765870 + Penalty 2923.025346 = -931638.740524
  nChanged 8
		SP:Iteration 33Q (17683.640000 sec): 3 clusters
  Score: Raw -934565.961345 + Penalty 2923.025346 = -931642.935999
  nChanged 4
		SP:Iteration 34Q (17683.660000 sec): 3 clusters
  Score: Raw -934568.800233 + Penalty 2923.025346 = -931645.774887
  nChanged 3
		SP:Iteration 35Q (17683.670000 sec): 3 clusters
  Score: Raw -934572.039651 + Penalty 2923.025346 = -931649.014305
  nChanged 2
		SP:Iteration 36Q (17683.690000 sec): 3 clusters
  Score: Raw -934573.274403 + Penalty 2923.025346 = -931650.249057
  nChanged 2
		SP:Iteration 37Q (17683.700000 sec): 3 clusters
  Score: Raw -934574.411580 + Penalty 2923.025346 = -931651.386234
  nChanged 2
		SP:Iteration 38Q (17683.710000 sec): 3 clusters
  Score: Raw -934576.519108 + Penalty 2923.025346 = -931653.493762
  nChanged 1
		SP:Iteration 39Q (17683.730000 sec): 3 clusters
  Score: Raw -934577.021255 + Penalty 2923.025346 = -931653.995909
  nChanged 0
		SP:Iteration 40F (17683.750000 sec): 3 clusters
  Score: Raw -934577.021255 + Penalty 2923.025346 = -931653.995909
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17683.760000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17683.760000 sec): 3 clusters
  Score: Raw -146510.178421 + Penalty 2325.503798 = -144184.674623
  nChanged 420
		SP:Iteration 1F (17683.760000 sec): 3 clusters
  Score: Raw -146844.700323 + Penalty 2325.503798 = -144519.196525
  nChanged 117
		SP:Iteration 2F (17683.770000 sec): 3 clusters
  Score: Raw -146962.383526 + Penalty 2325.503798 = -144636.879727
  nChanged 59
		SP:Iteration 3Q (17683.770000 sec): 3 clusters
  Score: Raw -147020.872249 + Penalty 2325.503798 = -144695.368451
  nChanged 40
		SP:Iteration 4Q (17683.770000 sec): 3 clusters
  Score: Raw -147054.484683 + Penalty 2325.503798 = -144728.980885
  nChanged 29
		SP:Iteration 5Q (17683.770000 sec): 3 clusters
  Score: Raw -147078.437451 + Penalty 2325.503798 = -144752.933653
  nChanged 19
		SP:Iteration 6Q (17683.780000 sec): 3 clusters
  Score: Raw -147092.139229 + Penalty 2325.503798 = -144766.635430
  nChanged 9
		SP:Iteration 7Q (17683.780000 sec): 3 clusters
  Score: Raw -147098.240251 + Penalty 2325.503798 = -144772.736453
  nChanged 9
		SP:Iteration 8Q (17683.790000 sec): 3 clusters
  Score: Raw -147106.052045 + Penalty 2325.503798 = -144780.548247
  nChanged 6
		SP:Iteration 9Q (17683.790000 sec): 3 clusters
  Score: Raw -147110.665994 + Penalty 2325.503798 = -144785.162196
  nChanged 6
		SP:Iteration 10Q (17683.790000 sec): 3 clusters
  Score: Raw -147117.307795 + Penalty 2325.503798 = -144791.803997
  nChanged 7
		SP:Iteration 11Q (17683.790000 sec): 3 clusters
  Score: Raw -147122.806861 + Penalty 2325.503798 = -144797.303063
  nChanged 8
		SP:Iteration 12Q (17683.800000 sec): 3 clusters
  Score: Raw -147127.937425 + Penalty 2325.503798 = -144802.433627
  nChanged 10
		SP:Iteration 13Q (17683.800000 sec): 3 clusters
  Score: Raw -147135.297689 + Penalty 2325.503798 = -144809.793891
  nChanged 7
		SP:Iteration 14Q (17683.800000 sec): 3 clusters
  Score: Raw -147139.898276 + Penalty 2325.503798 = -144814.394478
  nChanged 12
		SP:Iteration 15Q (17683.810000 sec): 3 clusters
  Score: Raw -147149.255308 + Penalty 2325.503798 = -144823.751510
  nChanged 5
		SP:Iteration 16Q (17683.810000 sec): 3 clusters
  Score: Raw -147155.088336 + Penalty 2325.503798 = -144829.584538
  nChanged 6
		SP:Iteration 17Q (17683.810000 sec): 3 clusters
  Score: Raw -147158.275608 + Penalty 2325.503798 = -144832.771810
  nChanged 10
		SP:Iteration 18Q (17683.810000 sec): 3 clusters
  Score: Raw -147165.642708 + Penalty 2325.503798 = -144840.138910
  nChanged 8
		SP:Iteration 19Q (17683.820000 sec): 3 clusters
  Score: Raw -147171.084927 + Penalty 2325.503798 = -144845.581129
  nChanged 6
		SP:Iteration 20F (17683.820000 sec): 3 clusters
  Score: Raw -147174.746017 + Penalty 2325.503798 = -144849.242219
  nChanged 6
		SP:Iteration 21Q (17683.820000 sec): 3 clusters
  Score: Raw -147180.434589 + Penalty 2325.503798 = -144854.930791
  nChanged 12
		SP:Iteration 22Q (17683.830000 sec): 3 clusters
  Score: Raw -147191.517627 + Penalty 2325.503798 = -144866.013829
  nChanged 18
		SP:Iteration 23Q (17683.830000 sec): 3 clusters
  Score: Raw -147206.168187 + Penalty 2325.503798 = -144880.664389
  nChanged 11
		SP:Iteration 24Q (17683.830000 sec): 3 clusters
  Score: Raw -147215.017214 + Penalty 2325.503798 = -144889.513416
  nChanged 9
		SP:Iteration 25Q (17683.830000 sec): 3 clusters
  Score: Raw -147225.371991 + Penalty 2325.503798 = -144899.868193
  nChanged 10
		SP:Iteration 26Q (17683.840000 sec): 3 clusters
  Score: Raw -147247.866150 + Penalty 2325.503798 = -144922.362351
  nChanged 25
		SP:Iteration 27Q (17683.840000 sec): 3 clusters
  Score: Raw -147308.050860 + Penalty 2325.503798 = -144982.547062
  nChanged 27
		SP:Iteration 28Q (17683.840000 sec): 3 clusters
  Score: Raw -147361.888183 + Penalty 2325.503798 = -145036.384384
  nChanged 38
		SP:Iteration 29Q (17683.850000 sec): 3 clusters
  Score: Raw -147427.815651 + Penalty 2325.503798 = -145102.311853
  nChanged 46
		SP:Iteration 30Q (17683.850000 sec): 3 clusters
  Score: Raw -147522.999143 + Penalty 2325.503798 = -145197.495345
  nChanged 44
		SP:Iteration 31Q (17683.850000 sec): 3 clusters
  Score: Raw -147621.484111 + Penalty 2325.503798 = -145295.980313
  nChanged 32
		SP:Iteration 32Q (17683.850000 sec): 3 clusters
  Score: Raw -147695.698510 + Penalty 2325.503798 = -145370.194711
  nChanged 21
		SP:Iteration 33Q (17683.860000 sec): 3 clusters
  Score: Raw -147725.683762 + Penalty 2325.503798 = -145400.179964
  nChanged 18
		SP:Iteration 34Q (17683.860000 sec): 3 clusters
  Score: Raw -147749.953203 + Penalty 2325.503798 = -145424.449405
  nChanged 16
		SP:Iteration 35Q (17683.860000 sec): 3 clusters
  Score: Raw -147766.121115 + Penalty 2325.503798 = -145440.617316
  nChanged 18
		SP:Iteration 36Q (17683.860000 sec): 3 clusters
  Score: Raw -147782.671151 + Penalty 2325.503798 = -145457.167353
  nChanged 13
		SP:Iteration 37Q (17683.870000 sec): 3 clusters
  Score: Raw -147795.122583 + Penalty 2325.503798 = -145469.618785
  nChanged 9
		SP:Iteration 38Q (17683.870000 sec): 3 clusters
  Score: Raw -147804.358261 + Penalty 2325.503798 = -145478.854462
  nChanged 11
		SP:Iteration 39Q (17683.870000 sec): 3 clusters
  Score: Raw -147813.835483 + Penalty 2325.503798 = -145488.331685
  nChanged 7
		SP:Iteration 40F (17683.870000 sec): 3 clusters
  Score: Raw -147822.516145 + Penalty 2325.503798 = -145497.012347
  nChanged 9
		SP:Iteration 41Q (17683.880000 sec): 3 clusters
  Score: Raw -147843.411321 + Penalty 2325.503798 = -145517.907523
  nChanged 13
		SP:Iteration 42Q (17683.880000 sec): 3 clusters
  Score: Raw -147859.187396 + Penalty 2325.503798 = -145533.683598
  nChanged 14
		SP:Iteration 43Q (17683.880000 sec): 3 clusters
  Score: Raw -147874.613105 + Penalty 2325.503798 = -145549.109307
  nChanged 12
		SP:Iteration 44Q (17683.890000 sec): 3 clusters
  Score: Raw -147886.397694 + Penalty 2325.503798 = -145560.893896
  nChanged 15
		SP:Iteration 45Q (17683.890000 sec): 3 clusters
  Score: Raw -147909.185569 + Penalty 2325.503798 = -145583.681771
  nChanged 9
		SP:Iteration 46Q (17683.890000 sec): 3 clusters
  Score: Raw -147918.667898 + Penalty 2325.503798 = -145593.164100
  nChanged 8
		SP:Iteration 47Q (17683.890000 sec): 3 clusters
  Score: Raw -147926.211411 + Penalty 2325.503798 = -145600.707613
  nChanged 7
		SP:Iteration 48Q (17683.890000 sec): 3 clusters
  Score: Raw -147936.334367 + Penalty 2325.503798 = -145610.830569
  nChanged 6
		SP:Iteration 49Q (17683.900000 sec): 3 clusters
  Score: Raw -147943.337148 + Penalty 2325.503798 = -145617.833350
  nChanged 8
		SP:Iteration 50Q (17683.900000 sec): 3 clusters
  Score: Raw -147956.084688 + Penalty 2325.503798 = -145630.580890
  nChanged 7
		SP:Iteration 51Q (17683.900000 sec): 3 clusters
  Score: Raw -147967.144936 + Penalty 2325.503798 = -145641.641138
  nChanged 5
		SP:Iteration 52Q (17683.900000 sec): 3 clusters
  Score: Raw -147972.888002 + Penalty 2325.503798 = -145647.384204
  nChanged 6
		SP:Iteration 53Q (17683.910000 sec): 3 clusters
  Score: Raw -147980.297640 + Penalty 2325.503798 = -145654.793842
  nChanged 6
		SP:Iteration 54Q (17683.910000 sec): 3 clusters
  Score: Raw -147987.540981 + Penalty 2325.503798 = -145662.037183
  nChanged 5
		SP:Iteration 55Q (17683.910000 sec): 3 clusters
  Score: Raw -147994.983867 + Penalty 2325.503798 = -145669.480069
  nChanged 7
		SP:Iteration 56Q (17683.910000 sec): 3 clusters
  Score: Raw -148006.746445 + Penalty 2325.503798 = -145681.242647
  nChanged 10
		SP:Iteration 57Q (17683.910000 sec): 3 clusters
  Score: Raw -148029.326671 + Penalty 2325.503798 = -145703.822873
  nChanged 17
		SP:Iteration 58Q (17683.920000 sec): 3 clusters
  Score: Raw -148085.076344 + Penalty 2325.503798 = -145759.572546
  nChanged 8
		SP:Iteration 59Q (17683.920000 sec): 3 clusters
  Score: Raw -148102.524796 + Penalty 2325.503798 = -145777.020998
  nChanged 0
		SP:Iteration 60F (17683.920000 sec): 3 clusters
  Score: Raw -148102.524796 + Penalty 2325.503798 = -145777.020998
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (20502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17683.980000 sec): 2 clusters
  Score: Raw -2333741.109575 + Penalty 1613.345130 = -2332127.764445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17684.030000 sec): 3 clusters
  Score: Raw -2321464.490142 + Penalty 3226.690259 = -2318237.799883
  nChanged 9209
		SP:Iteration 1F (17684.080000 sec): 3 clusters
  Score: Raw -2326453.696195 + Penalty 3226.690259 = -2323227.005936
  nChanged 1006
		SP:Iteration 2Q (17684.130000 sec): 3 clusters
  Score: Raw -2326777.136955 + Penalty 3226.690259 = -2323550.446696
  nChanged 904
		SP:Iteration 3Q (17684.180000 sec): 3 clusters
  Score: Raw -2327104.666569 + Penalty 3226.690259 = -2323877.976309
  nChanged 920
		SP:Iteration 4Q (17684.230000 sec): 3 clusters
  Score: Raw -2327480.942296 + Penalty 3226.690259 = -2324254.252036
  nChanged 1004
		SP:Iteration 5Q (17684.280000 sec): 3 clusters
  Score: Raw -2327936.884577 + Penalty 3226.690259 = -2324710.194318
  nChanged 1094
		SP:Iteration 6F (17684.330000 sec): 3 clusters
  Score: Raw -2328469.019574 + Penalty 3226.690259 = -2325242.329315
  nChanged 1106
		SP:Iteration 7F (17684.380000 sec): 3 clusters
  Score: Raw -2329040.499922 + Penalty 3226.690259 = -2325813.809663
  nChanged 1133
		SP:Iteration 8F (17684.430000 sec): 3 clusters
  Score: Raw -2329678.309063 + Penalty 3226.690259 = -2326451.618803
  nChanged 1113
		SP:Iteration 9F (17684.480000 sec): 3 clusters
  Score: Raw -2330335.625968 + Penalty 3226.690259 = -2327108.935708
  nChanged 1027
		SP:Iteration 10F (17684.530000 sec): 3 clusters
  Score: Raw -2330923.831958 + Penalty 3226.690259 = -2327697.141699
  nChanged 852
		SP:Iteration 11Q (17684.580000 sec): 3 clusters
  Score: Raw -2331412.154579 + Penalty 3226.690259 = -2328185.464319
  nChanged 707
		SP:Iteration 12Q (17684.630000 sec): 3 clusters
  Score: Raw -2331810.575424 + Penalty 3226.690259 = -2328583.885165
  nChanged 588
		SP:Iteration 13Q (17684.680000 sec): 3 clusters
  Score: Raw -2332145.715899 + Penalty 3226.690259 = -2328919.025640
  nChanged 520
		SP:Iteration 14Q (17684.730000 sec): 3 clusters
  Score: Raw -2332435.056491 + Penalty 3226.690259 = -2329208.366232
  nChanged 466
		SP:Iteration 15Q (17684.780000 sec): 3 clusters
  Score: Raw -2332695.067468 + Penalty 3226.690259 = -2329468.377209
  nChanged 376
		SP:Iteration 16Q (17684.830000 sec): 3 clusters
  Score: Raw -2332909.775952 + Penalty 3226.690259 = -2329683.085692
  nChanged 304
		SP:Iteration 17Q (17684.870000 sec): 3 clusters
  Score: Raw -2333092.907021 + Penalty 3226.690259 = -2329866.216762
  nChanged 264
		SP:Iteration 18Q (17684.920000 sec): 3 clusters
  Score: Raw -2333251.983798 + Penalty 3226.690259 = -2330025.293538
  nChanged 222
		SP:Iteration 19Q (17684.970000 sec): 3 clusters
  Score: Raw -2333379.584973 + Penalty 3226.690259 = -2330152.894714
  nChanged 178
		SP:Iteration 20F (17685.020000 sec): 3 clusters
  Score: Raw -2333503.009401 + Penalty 3226.690259 = -2330276.319142
  nChanged 141
		SP:Iteration 21Q (17685.070000 sec): 3 clusters
  Score: Raw -2333609.578389 + Penalty 3226.690259 = -2330382.888130
  nChanged 117
		SP:Iteration 22Q (17685.110000 sec): 3 clusters
  Score: Raw -2333692.867973 + Penalty 3226.690259 = -2330466.177713
  nChanged 81
		SP:Iteration 23Q (17685.150000 sec): 3 clusters
  Score: Raw -2333751.157644 + Penalty 3226.690259 = -2330524.467384
  nChanged 72
		SP:Iteration 24Q (17685.190000 sec): 3 clusters
  Score: Raw -2333819.987038 + Penalty 3226.690259 = -2330593.296779
  nChanged 56
		SP:Iteration 25Q (17685.230000 sec): 3 clusters
  Score: Raw -2333875.861411 + Penalty 3226.690259 = -2330649.171152
  nChanged 47
		SP:Iteration 26Q (17685.270000 sec): 3 clusters
  Score: Raw -2333940.874866 + Penalty 3226.690259 = -2330714.184606
  nChanged 44
		SP:Iteration 27Q (17685.310000 sec): 3 clusters
  Score: Raw -2334004.223715 + Penalty 3226.690259 = -2330777.533456
  nChanged 41
		SP:Iteration 28Q (17685.340000 sec): 3 clusters
  Score: Raw -2334062.668794 + Penalty 3226.690259 = -2330835.978534
  nChanged 47
		SP:Iteration 29Q (17685.380000 sec): 3 clusters
  Score: Raw -2334115.758342 + Penalty 3226.690259 = -2330889.068082
  nChanged 44
		SP:Iteration 30Q (17685.410000 sec): 3 clusters
  Score: Raw -2334171.371311 + Penalty 3226.690259 = -2330944.681052
  nChanged 46
		SP:Iteration 31Q (17685.450000 sec): 3 clusters
  Score: Raw -2334224.528018 + Penalty 3226.690259 = -2330997.837759
  nChanged 48
		SP:Iteration 32Q (17685.490000 sec): 3 clusters
  Score: Raw -2334258.412032 + Penalty 3226.690259 = -2331031.721773
  nChanged 20
		SP:Iteration 33Q (17685.520000 sec): 3 clusters
  Score: Raw -2334270.197316 + Penalty 3226.690259 = -2331043.507057
  nChanged 14
		SP:Iteration 34Q (17685.550000 sec): 3 clusters
  Score: Raw -2334276.899145 + Penalty 3226.690259 = -2331050.208885
  nChanged 10
		SP:Iteration 35Q (17685.590000 sec): 3 clusters
  Score: Raw -2334283.416819 + Penalty 3226.690259 = -2331056.726559
  nChanged 6
		SP:Iteration 36Q (17685.620000 sec): 3 clusters
  Score: Raw -2334286.733983 + Penalty 3226.690259 = -2331060.043723
  nChanged 7
		SP:Iteration 37Q (17685.660000 sec): 3 clusters
  Score: Raw -2334290.480143 + Penalty 3226.690259 = -2331063.789884
  nChanged 4
		SP:Iteration 38Q (17685.690000 sec): 3 clusters
  Score: Raw -2334292.725776 + Penalty 3226.690259 = -2331066.035517
  nChanged 4
		SP:Iteration 39Q (17685.730000 sec): 3 clusters
  Score: Raw -2334295.960395 + Penalty 3226.690259 = -2331069.270136
  nChanged 3
		SP:Iteration 40F (17685.780000 sec): 3 clusters
  Score: Raw -2334297.660768 + Penalty 3226.690259 = -2331070.970509
  nChanged 1
		SP:Iteration 41Q (17685.810000 sec): 3 clusters
  Score: Raw -2334297.720636 + Penalty 3226.690259 = -2331071.030377
  nChanged 0
		SP:Iteration 42F (17685.860000 sec): 3 clusters
  Score: Raw -2334297.720636 + Penalty 3226.690259 = -2331071.030377
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17685.880000 sec): 2 clusters
  Score: Raw -375489.111622 + Penalty 1317.210570 = -374171.901052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17685.880000 sec): 3 clusters
  Score: Raw -373855.984288 + Penalty 2634.421139 = -371221.563148
  nChanged 1276
		SP:Iteration 1F (17685.890000 sec): 3 clusters
  Score: Raw -374610.886093 + Penalty 2634.421139 = -371976.464954
  nChanged 267
		SP:Iteration 2F (17685.900000 sec): 3 clusters
  Score: Raw -374791.479246 + Penalty 2634.421139 = -372157.058106
  nChanged 179
		SP:Iteration 3F (17685.910000 sec): 3 clusters
  Score: Raw -374916.380923 + Penalty 2634.421139 = -372281.959784
  nChanged 146
		SP:Iteration 4Q (17685.920000 sec): 3 clusters
  Score: Raw -375011.248413 + Penalty 2634.421139 = -372376.827274
  nChanged 136
		SP:Iteration 5Q (17685.920000 sec): 3 clusters
  Score: Raw -375089.159173 + Penalty 2634.421139 = -372454.738033
  nChanged 117
		SP:Iteration 6Q (17685.930000 sec): 3 clusters
  Score: Raw -375156.544467 + Penalty 2634.421139 = -372522.123328
  nChanged 107
		SP:Iteration 7Q (17685.940000 sec): 3 clusters
  Score: Raw -375233.203723 + Penalty 2634.421139 = -372598.782583
  nChanged 103
		SP:Iteration 8Q (17685.950000 sec): 3 clusters
  Score: Raw -375288.842512 + Penalty 2634.421139 = -372654.421372
  nChanged 77
		SP:Iteration 9Q (17685.960000 sec): 3 clusters
  Score: Raw -375332.459179 + Penalty 2634.421139 = -372698.038040
  nChanged 79
		SP:Iteration 10Q (17685.960000 sec): 3 clusters
  Score: Raw -375380.914298 + Penalty 2634.421139 = -372746.493159
  nChanged 80
		SP:Iteration 11Q (17685.970000 sec): 3 clusters
  Score: Raw -375436.330158 + Penalty 2634.421139 = -372801.909019
  nChanged 88
		SP:Iteration 12Q (17685.980000 sec): 3 clusters
  Score: Raw -375509.192920 + Penalty 2634.421139 = -372874.771781
  nChanged 98
		SP:Iteration 13Q (17685.980000 sec): 3 clusters
  Score: Raw -375592.737150 + Penalty 2634.421139 = -372958.316010
  nChanged 104
		SP:Iteration 14Q (17685.990000 sec): 3 clusters
  Score: Raw -375682.832811 + Penalty 2634.421139 = -373048.411672
  nChanged 109
		SP:Iteration 15Q (17686.000000 sec): 3 clusters
  Score: Raw -375784.787137 + Penalty 2634.421139 = -373150.365998
  nChanged 99
		SP:Iteration 16Q (17686.010000 sec): 3 clusters
  Score: Raw -375869.563886 + Penalty 2634.421139 = -373235.142747
  nChanged 100
		SP:Iteration 17Q (17686.020000 sec): 3 clusters
  Score: Raw -375963.394320 + Penalty 2634.421139 = -373328.973181
  nChanged 82
		SP:Iteration 18Q (17686.020000 sec): 3 clusters
  Score: Raw -376047.740226 + Penalty 2634.421139 = -373413.319087
  nChanged 81
		SP:Iteration 19Q (17686.030000 sec): 3 clusters
  Score: Raw -376136.993787 + Penalty 2634.421139 = -373502.572648
  nChanged 53
		SP:Iteration 20F (17686.040000 sec): 3 clusters
  Score: Raw -376185.515029 + Penalty 2634.421139 = -373551.093890
  nChanged 44
		SP:Iteration 21Q (17686.040000 sec): 3 clusters
  Score: Raw -376221.050264 + Penalty 2634.421139 = -373586.629125
  nChanged 28
		SP:Iteration 22Q (17686.050000 sec): 3 clusters
  Score: Raw -376245.138638 + Penalty 2634.421139 = -373610.717498
  nChanged 30
		SP:Iteration 23Q (17686.060000 sec): 3 clusters
  Score: Raw -376281.391755 + Penalty 2634.421139 = -373646.970615
  nChanged 24
		SP:Iteration 24Q (17686.060000 sec): 3 clusters
  Score: Raw -376301.129205 + Penalty 2634.421139 = -373666.708066
  nChanged 18
		SP:Iteration 25Q (17686.070000 sec): 3 clusters
  Score: Raw -376313.862556 + Penalty 2634.421139 = -373679.441416
  nChanged 10
		SP:Iteration 26Q (17686.080000 sec): 3 clusters
  Score: Raw -376325.380343 + Penalty 2634.421139 = -373690.959203
  nChanged 8
		SP:Iteration 27Q (17686.080000 sec): 3 clusters
  Score: Raw -376335.878921 + Penalty 2634.421139 = -373701.457782
  nChanged 10
		SP:Iteration 28Q (17686.090000 sec): 3 clusters
  Score: Raw -376342.868661 + Penalty 2634.421139 = -373708.447521
  nChanged 6
		SP:Iteration 29Q (17686.100000 sec): 3 clusters
  Score: Raw -376346.823712 + Penalty 2634.421139 = -373712.402573
  nChanged 9
		SP:Iteration 30Q (17686.100000 sec): 3 clusters
  Score: Raw -376351.688585 + Penalty 2634.421139 = -373717.267446
  nChanged 10
		SP:Iteration 31Q (17686.110000 sec): 3 clusters
  Score: Raw -376360.242224 + Penalty 2634.421139 = -373725.821085
  nChanged 4
		SP:Iteration 32Q (17686.120000 sec): 3 clusters
  Score: Raw -376361.320552 + Penalty 2634.421139 = -373726.899413
  nChanged 1
		SP:Iteration 33Q (17686.120000 sec): 3 clusters
  Score: Raw -376361.562142 + Penalty 2634.421139 = -373727.141003
  nChanged 0
		SP:Iteration 34F (17686.130000 sec): 3 clusters
  Score: Raw -376361.562142 + Penalty 2634.421139 = -373727.141003
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17686.140000 sec): 2 clusters
  Score: Raw -422650.806825 + Penalty 1336.731245 = -421314.075580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17686.150000 sec): 3 clusters
  Score: Raw -420780.443193 + Penalty 2673.462490 = -418106.980703
  nChanged 1514
		SP:Iteration 1F (17686.160000 sec): 3 clusters
  Score: Raw -421680.529929 + Penalty 2673.462490 = -419007.067440
  nChanged 267
		SP:Iteration 2F (17686.170000 sec): 3 clusters
  Score: Raw -421812.516530 + Penalty 2673.462490 = -419139.054040
  nChanged 168
		SP:Iteration 3Q (17686.180000 sec): 3 clusters
  Score: Raw -421894.000996 + Penalty 2673.462490 = -419220.538506
  nChanged 123
		SP:Iteration 4Q (17686.180000 sec): 3 clusters
  Score: Raw -421957.667270 + Penalty 2673.462490 = -419284.204780
  nChanged 110
		SP:Iteration 5Q (17686.200000 sec): 3 clusters
  Score: Raw -422021.767099 + Penalty 2673.462490 = -419348.304609
  nChanged 98
		SP:Iteration 6Q (17686.200000 sec): 3 clusters
  Score: Raw -422069.719928 + Penalty 2673.462490 = -419396.257438
  nChanged 86
		SP:Iteration 7Q (17686.210000 sec): 3 clusters
  Score: Raw -422112.629917 + Penalty 2673.462490 = -419439.167427
  nChanged 78
		SP:Iteration 8Q (17686.220000 sec): 3 clusters
  Score: Raw -422152.491971 + Penalty 2673.462490 = -419479.029482
  nChanged 78
		SP:Iteration 9Q (17686.230000 sec): 3 clusters
  Score: Raw -422188.684084 + Penalty 2673.462490 = -419515.221595
  nChanged 82
		SP:Iteration 10Q (17686.240000 sec): 3 clusters
  Score: Raw -422229.352734 + Penalty 2673.462490 = -419555.890245
  nChanged 78
		SP:Iteration 11Q (17686.250000 sec): 3 clusters
  Score: Raw -422263.628108 + Penalty 2673.462490 = -419590.165619
  nChanged 64
		SP:Iteration 12Q (17686.260000 sec): 3 clusters
  Score: Raw -422289.021429 + Penalty 2673.462490 = -419615.558939
  nChanged 44
		SP:Iteration 13Q (17686.260000 sec): 3 clusters
  Score: Raw -422309.736896 + Penalty 2673.462490 = -419636.274406
  nChanged 41
		SP:Iteration 14Q (17686.270000 sec): 3 clusters
  Score: Raw -422327.242431 + Penalty 2673.462490 = -419653.779941
  nChanged 47
		SP:Iteration 15Q (17686.280000 sec): 3 clusters
  Score: Raw -422346.475080 + Penalty 2673.462490 = -419673.012590
  nChanged 43
		SP:Iteration 16Q (17686.290000 sec): 3 clusters
  Score: Raw -422363.324100 + Penalty 2673.462490 = -419689.861611
  nChanged 48
		SP:Iteration 17Q (17686.300000 sec): 3 clusters
  Score: Raw -422384.371835 + Penalty 2673.462490 = -419710.909345
  nChanged 45
		SP:Iteration 18Q (17686.310000 sec): 3 clusters
  Score: Raw -422403.584858 + Penalty 2673.462490 = -419730.122369
  nChanged 51
		SP:Iteration 19Q (17686.320000 sec): 3 clusters
  Score: Raw -422424.160312 + Penalty 2673.462490 = -419750.697823
  nChanged 44
		SP:Iteration 20F (17686.320000 sec): 3 clusters
  Score: Raw -422442.766008 + Penalty 2673.462490 = -419769.303518
  nChanged 40
		SP:Iteration 21Q (17686.330000 sec): 3 clusters
  Score: Raw -422459.703864 + Penalty 2673.462490 = -419786.241375
  nChanged 30
		SP:Iteration 22Q (17686.340000 sec): 3 clusters
  Score: Raw -422471.794366 + Penalty 2673.462490 = -419798.331876
  nChanged 26
		SP:Iteration 23Q (17686.350000 sec): 3 clusters
  Score: Raw -422481.109799 + Penalty 2673.462490 = -419807.647310
  nChanged 29
		SP:Iteration 24Q (17686.360000 sec): 3 clusters
  Score: Raw -422489.128412 + Penalty 2673.462490 = -419815.665922
  nChanged 25
		SP:Iteration 25Q (17686.370000 sec): 3 clusters
  Score: Raw -422496.956951 + Penalty 2673.462490 = -419823.494462
  nChanged 18
		SP:Iteration 26Q (17686.380000 sec): 3 clusters
  Score: Raw -422503.082379 + Penalty 2673.462490 = -419829.619889
  nChanged 13
		SP:Iteration 27Q (17686.380000 sec): 3 clusters
  Score: Raw -422508.528715 + Penalty 2673.462490 = -419835.066226
  nChanged 18
		SP:Iteration 28Q (17686.390000 sec): 3 clusters
  Score: Raw -422514.987996 + Penalty 2673.462490 = -419841.525506
  nChanged 15
		SP:Iteration 29Q (17686.400000 sec): 3 clusters
  Score: Raw -422519.276958 + Penalty 2673.462490 = -419845.814469
  nChanged 13
		SP:Iteration 30Q (17686.410000 sec): 3 clusters
  Score: Raw -422524.332992 + Penalty 2673.462490 = -419850.870502
  nChanged 19
		SP:Iteration 31Q (17686.420000 sec): 3 clusters
  Score: Raw -422531.119784 + Penalty 2673.462490 = -419857.657294
  nChanged 19
		SP:Iteration 32Q (17686.430000 sec): 3 clusters
  Score: Raw -422537.691669 + Penalty 2673.462490 = -419864.229179
  nChanged 23
		SP:Iteration 33Q (17686.440000 sec): 3 clusters
  Score: Raw -422545.652764 + Penalty 2673.462490 = -419872.190274
  nChanged 22
		SP:Iteration 34Q (17686.440000 sec): 3 clusters
  Score: Raw -422553.168539 + Penalty 2673.462490 = -419879.706050
  nChanged 25
		SP:Iteration 35Q (17686.450000 sec): 3 clusters
  Score: Raw -422561.164087 + Penalty 2673.462490 = -419887.701597
  nChanged 24
		SP:Iteration 36Q (17686.460000 sec): 3 clusters
  Score: Raw -422568.701058 + Penalty 2673.462490 = -419895.238568
  nChanged 25
		SP:Iteration 37Q (17686.470000 sec): 3 clusters
  Score: Raw -422574.965741 + Penalty 2673.462490 = -419901.503251
  nChanged 18
		SP:Iteration 38Q (17686.480000 sec): 3 clusters
  Score: Raw -422581.478510 + Penalty 2673.462490 = -419908.016020
  nChanged 15
		SP:Iteration 39Q (17686.480000 sec): 3 clusters
  Score: Raw -422586.377163 + Penalty 2673.462490 = -419912.914673
  nChanged 13
		SP:Iteration 40F (17686.500000 sec): 3 clusters
  Score: Raw -422590.909000 + Penalty 2673.462490 = -419917.446511
  nChanged 12
		SP:Iteration 41Q (17686.500000 sec): 3 clusters
  Score: Raw -422594.665922 + Penalty 2673.462490 = -419921.203432
  nChanged 15
		SP:Iteration 42Q (17686.510000 sec): 3 clusters
  Score: Raw -422598.384967 + Penalty 2673.462490 = -419924.922477
  nChanged 19
		SP:Iteration 43Q (17686.520000 sec): 3 clusters
  Score: Raw -422604.276685 + Penalty 2673.462490 = -419930.814196
  nChanged 18
		SP:Iteration 44Q (17686.530000 sec): 3 clusters
  Score: Raw -422609.987114 + Penalty 2673.462490 = -419936.524625
  nChanged 15
		SP:Iteration 45Q (17686.540000 sec): 3 clusters
  Score: Raw -422614.337895 + Penalty 2673.462490 = -419940.875406
  nChanged 9
		SP:Iteration 46Q (17686.550000 sec): 3 clusters
  Score: Raw -422616.551722 + Penalty 2673.462490 = -419943.089233
  nChanged 8
		SP:Iteration 47Q (17686.560000 sec): 3 clusters
  Score: Raw -422618.273447 + Penalty 2673.462490 = -419944.810957
  nChanged 5
		SP:Iteration 48Q (17686.560000 sec): 3 clusters
  Score: Raw -422619.805941 + Penalty 2673.462490 = -419946.343452
  nChanged 6
		SP:Iteration 49Q (17686.570000 sec): 3 clusters
  Score: Raw -422621.201800 + Penalty 2673.462490 = -419947.739310
  nChanged 5
		SP:Iteration 50Q (17686.580000 sec): 3 clusters
  Score: Raw -422622.580625 + Penalty 2673.462490 = -419949.118136
  nChanged 7
		SP:Iteration 51Q (17686.590000 sec): 3 clusters
  Score: Raw -422625.516498 + Penalty 2673.462490 = -419952.054008
  nChanged 10
		SP:Iteration 52Q (17686.600000 sec): 3 clusters
  Score: Raw -422628.130775 + Penalty 2673.462490 = -419954.668286
  nChanged 9
		SP:Iteration 53Q (17686.610000 sec): 3 clusters
  Score: Raw -422632.016194 + Penalty 2673.462490 = -419958.553704
  nChanged 14
		SP:Iteration 54Q (17686.620000 sec): 3 clusters
  Score: Raw -422636.074810 + Penalty 2673.462490 = -419962.612321
  nChanged 14
		SP:Iteration 55Q (17686.620000 sec): 3 clusters
  Score: Raw -422640.698078 + Penalty 2673.462490 = -419967.235588
  nChanged 14
		SP:Iteration 56Q (17686.630000 sec): 3 clusters
  Score: Raw -422644.072099 + Penalty 2673.462490 = -419970.609609
  nChanged 9
		SP:Iteration 57Q (17686.640000 sec): 3 clusters
  Score: Raw -422646.542681 + Penalty 2673.462490 = -419973.080192
  nChanged 10
		SP:Iteration 58Q (17686.650000 sec): 3 clusters
  Score: Raw -422650.114368 + Penalty 2673.462490 = -419976.651878
  nChanged 8
		SP:Iteration 59Q (17686.660000 sec): 3 clusters
  Score: Raw -422652.497242 + Penalty 2673.462490 = -419979.034752
  nChanged 3
		SP:Iteration 60F (17686.660000 sec): 3 clusters
  Score: Raw -422653.378339 + Penalty 2673.462490 = -419979.915849
  nChanged 9
		SP:Iteration 61Q (17686.680000 sec): 3 clusters
  Score: Raw -422655.710098 + Penalty 2673.462490 = -419982.247609
  nChanged 5
		SP:Iteration 62Q (17686.680000 sec): 3 clusters
  Score: Raw -422656.854663 + Penalty 2673.462490 = -419983.392173
  nChanged 6
		SP:Iteration 63Q (17686.690000 sec): 3 clusters
  Score: Raw -422658.293498 + Penalty 2673.462490 = -419984.831008
  nChanged 5
		SP:Iteration 64Q (17686.700000 sec): 3 clusters
  Score: Raw -422659.386563 + Penalty 2673.462490 = -419985.924073
  nChanged 4
		SP:Iteration 65Q (17686.710000 sec): 3 clusters
  Score: Raw -422660.655314 + Penalty 2673.462490 = -419987.192824
  nChanged 4
		SP:Iteration 66Q (17686.720000 sec): 3 clusters
  Score: Raw -422661.712318 + Penalty 2673.462490 = -419988.249828
  nChanged 8
		SP:Iteration 67Q (17686.720000 sec): 3 clusters
  Score: Raw -422663.868590 + Penalty 2673.462490 = -419990.406101
  nChanged 9
		SP:Iteration 68Q (17686.730000 sec): 3 clusters
  Score: Raw -422667.088424 + Penalty 2673.462490 = -419993.625935
  nChanged 5
		SP:Iteration 69Q (17686.740000 sec): 3 clusters
  Score: Raw -422669.104321 + Penalty 2673.462490 = -419995.641832
  nChanged 6
		SP:Iteration 70Q (17686.750000 sec): 3 clusters
  Score: Raw -422670.313646 + Penalty 2673.462490 = -419996.851157
  nChanged 1
		SP:Iteration 71Q (17686.760000 sec): 3 clusters
  Score: Raw -422670.473255 + Penalty 2673.462490 = -419997.010766
  nChanged 0
		SP:Iteration 72F (17686.770000 sec): 3 clusters
  Score: Raw -422670.473255 + Penalty 2673.462490 = -419997.010766
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17687.070000 sec): 2 clusters
  Score: Raw -13086298.420566 + Penalty 1887.580352 = -13084410.840215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17687.350000 sec): 3 clusters
  Score: Raw -13014175.290642 + Penalty 3775.160703 = -13010400.129939
  nChanged 53001
		SP:Iteration 1F (17687.620000 sec): 3 clusters
  Score: Raw -13044739.546856 + Penalty 3775.160703 = -13040964.386153
  nChanged 3612
		SP:Iteration 2Q (17687.900000 sec): 3 clusters
  Score: Raw -13045700.280702 + Penalty 3775.160703 = -13041925.119999
  nChanged 4297
		SP:Iteration 3Q (17688.180000 sec): 3 clusters
  Score: Raw -13047203.506754 + Penalty 3775.160703 = -13043428.346051
  nChanged 5597
		SP:Iteration 4F (17688.460000 sec): 3 clusters
  Score: Raw -13049886.063229 + Penalty 3775.160703 = -13046110.902526
  nChanged 7759
		SP:Iteration 5F (17688.730000 sec): 3 clusters
  Score: Raw -13054936.590366 + Penalty 3775.160703 = -13051161.429663
  nChanged 9832
		SP:Iteration 6F (17689.010000 sec): 3 clusters
  Score: Raw -13063247.497947 + Penalty 3775.160703 = -13059472.337244
  nChanged 10521
		SP:Iteration 7F (17689.280000 sec): 3 clusters
  Score: Raw -13073778.204928 + Penalty 3775.160703 = -13070003.044225
  nChanged 7691
		SP:Iteration 8F (17689.560000 sec): 3 clusters
  Score: Raw -13081740.285183 + Penalty 3775.160703 = -13077965.124480
  nChanged 3452
		SP:Iteration 9Q (17689.820000 sec): 3 clusters
  Score: Raw -13085133.730763 + Penalty 3775.160703 = -13081358.570060
  nChanged 1035
		SP:Iteration 10Q (17690.060000 sec): 3 clusters
  Score: Raw -13086091.570268 + Penalty 3775.160703 = -13082316.409565
  nChanged 253
		SP:Iteration 11Q (17690.270000 sec): 3 clusters
  Score: Raw -13086345.840293 + Penalty 3775.160703 = -13082570.679590
  nChanged 70
		SP:Iteration 12Q (17690.470000 sec): 3 clusters
  Score: Raw -13086435.030156 + Penalty 3775.160703 = -13082659.869453
  nChanged 33
		SP:Iteration 13Q (17690.670000 sec): 3 clusters
  Score: Raw -13086479.236391 + Penalty 3775.160703 = -13082704.075688
  nChanged 16
		SP:Iteration 14Q (17690.860000 sec): 3 clusters
  Score: Raw -13086498.921395 + Penalty 3775.160703 = -13082723.760692
  nChanged 8
		SP:Iteration 15Q (17691.050000 sec): 3 clusters
  Score: Raw -13086507.805642 + Penalty 3775.160703 = -13082732.644939
  nChanged 3
		SP:Iteration 16Q (17691.240000 sec): 3 clusters
  Score: Raw -13086512.395705 + Penalty 3775.160703 = -13082737.235002
  nChanged 4
		SP:Iteration 17Q (17691.430000 sec): 3 clusters
  Score: Raw -13086516.969564 + Penalty 3775.160703 = -13082741.808861
  nChanged 3
		SP:Iteration 18Q (17691.630000 sec): 3 clusters
  Score: Raw -13086521.481208 + Penalty 3775.160703 = -13082746.320504
  nChanged 2
		SP:Iteration 19Q (17691.820000 sec): 3 clusters
  Score: Raw -13086523.838162 + Penalty 3775.160703 = -13082748.677459
  nChanged 0
		SP:Iteration 20F (17692.100000 sec): 3 clusters
  Score: Raw -13086523.838162 + Penalty 3775.160703 = -13082748.677459
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (6879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17692.160000 sec): 2 clusters
  Score: Raw -722916.814380 + Penalty 1435.887143 = -721480.927238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17692.180000 sec): 3 clusters
  Score: Raw -719227.196923 + Penalty 2871.774286 = -716355.422637
  nChanged 2854
		SP:Iteration 1F (17692.200000 sec): 3 clusters
  Score: Raw -720918.257495 + Penalty 2871.774286 = -718046.483209
  nChanged 567
		SP:Iteration 2F (17692.210000 sec): 3 clusters
  Score: Raw -721334.321200 + Penalty 2871.774286 = -718462.546915
  nChanged 481
		SP:Iteration 3F (17692.230000 sec): 3 clusters
  Score: Raw -721730.710871 + Penalty 2871.774286 = -718858.936585
  nChanged 486
		SP:Iteration 4F (17692.240000 sec): 3 clusters
  Score: Raw -722167.000241 + Penalty 2871.774286 = -719295.225955
  nChanged 467
		SP:Iteration 5F (17692.260000 sec): 3 clusters
  Score: Raw -722563.127744 + Penalty 2871.774286 = -719691.353459
  nChanged 386
		SP:Iteration 6F (17692.280000 sec): 3 clusters
  Score: Raw -722866.847970 + Penalty 2871.774286 = -719995.073684
  nChanged 319
		SP:Iteration 7Q (17692.290000 sec): 3 clusters
  Score: Raw -723064.777350 + Penalty 2871.774286 = -720193.003064
  nChanged 227
		SP:Iteration 8Q (17692.310000 sec): 3 clusters
  Score: Raw -723187.601593 + Penalty 2871.774286 = -720315.827307
  nChanged 188
		SP:Iteration 9Q (17692.320000 sec): 3 clusters
  Score: Raw -723277.936924 + Penalty 2871.774286 = -720406.162638
  nChanged 156
		SP:Iteration 10Q (17692.340000 sec): 3 clusters
  Score: Raw -723340.498951 + Penalty 2871.774286 = -720468.724666
  nChanged 120
		SP:Iteration 11Q (17692.360000 sec): 3 clusters
  Score: Raw -723397.378345 + Penalty 2871.774286 = -720525.604059
  nChanged 132
		SP:Iteration 12Q (17692.370000 sec): 3 clusters
  Score: Raw -723466.709628 + Penalty 2871.774286 = -720594.935343
  nChanged 123
		SP:Iteration 13Q (17692.390000 sec): 3 clusters
  Score: Raw -723522.438373 + Penalty 2871.774286 = -720650.664087
  nChanged 104
		SP:Iteration 14Q (17692.400000 sec): 3 clusters
  Score: Raw -723573.235576 + Penalty 2871.774286 = -720701.461290
  nChanged 112
		SP:Iteration 15Q (17692.420000 sec): 3 clusters
  Score: Raw -723625.014952 + Penalty 2871.774286 = -720753.240666
  nChanged 88
		SP:Iteration 16Q (17692.430000 sec): 3 clusters
  Score: Raw -723665.847752 + Penalty 2871.774286 = -720794.073466
  nChanged 79
		SP:Iteration 17Q (17692.450000 sec): 3 clusters
  Score: Raw -723703.560233 + Penalty 2871.774286 = -720831.785948
  nChanged 76
		SP:Iteration 18Q (17692.460000 sec): 3 clusters
  Score: Raw -723741.482172 + Penalty 2871.774286 = -720869.707886
  nChanged 76
		SP:Iteration 19Q (17692.480000 sec): 3 clusters
  Score: Raw -723778.067742 + Penalty 2871.774286 = -720906.293456
  nChanged 76
		SP:Iteration 20F (17692.500000 sec): 3 clusters
  Score: Raw -723812.648072 + Penalty 2871.774286 = -720940.873786
  nChanged 76
		SP:Iteration 21Q (17692.510000 sec): 3 clusters
  Score: Raw -723842.540401 + Penalty 2871.774286 = -720970.766115
  nChanged 59
		SP:Iteration 22Q (17692.520000 sec): 3 clusters
  Score: Raw -723864.730427 + Penalty 2871.774286 = -720992.956141
  nChanged 54
		SP:Iteration 23Q (17692.540000 sec): 3 clusters
  Score: Raw -723885.792838 + Penalty 2871.774286 = -721014.018552
  nChanged 44
		SP:Iteration 24Q (17692.550000 sec): 3 clusters
  Score: Raw -723901.276619 + Penalty 2871.774286 = -721029.502333
  nChanged 39
		SP:Iteration 25Q (17692.570000 sec): 3 clusters
  Score: Raw -723915.857982 + Penalty 2871.774286 = -721044.083696
  nChanged 36
		SP:Iteration 26Q (17692.580000 sec): 3 clusters
  Score: Raw -723932.557348 + Penalty 2871.774286 = -721060.783062
  nChanged 37
		SP:Iteration 27Q (17692.600000 sec): 3 clusters
  Score: Raw -723949.383542 + Penalty 2871.774286 = -721077.609256
  nChanged 36
		SP:Iteration 28Q (17692.610000 sec): 3 clusters
  Score: Raw -723966.880156 + Penalty 2871.774286 = -721095.105871
  nChanged 33
		SP:Iteration 29Q (17692.630000 sec): 3 clusters
  Score: Raw -723979.137556 + Penalty 2871.774286 = -721107.363270
  nChanged 29
		SP:Iteration 30Q (17692.640000 sec): 3 clusters
  Score: Raw -723990.968867 + Penalty 2871.774286 = -721119.194581
  nChanged 30
		SP:Iteration 31Q (17692.660000 sec): 3 clusters
  Score: Raw -724003.250640 + Penalty 2871.774286 = -721131.476354
  nChanged 28
		SP:Iteration 32Q (17692.670000 sec): 3 clusters
  Score: Raw -724010.927061 + Penalty 2871.774286 = -721139.152775
  nChanged 18
		SP:Iteration 33Q (17692.680000 sec): 3 clusters
  Score: Raw -724014.815602 + Penalty 2871.774286 = -721143.041316
  nChanged 11
		SP:Iteration 34Q (17692.700000 sec): 3 clusters
  Score: Raw -724017.819430 + Penalty 2871.774286 = -721146.045144
  nChanged 11
		SP:Iteration 35Q (17692.710000 sec): 3 clusters
  Score: Raw -724021.242455 + Penalty 2871.774286 = -721149.468170
  nChanged 8
		SP:Iteration 36Q (17692.720000 sec): 3 clusters
  Score: Raw -724023.643423 + Penalty 2871.774286 = -721151.869137
  nChanged 9
		SP:Iteration 37Q (17692.740000 sec): 3 clusters
  Score: Raw -724025.801105 + Penalty 2871.774286 = -721154.026819
  nChanged 7
		SP:Iteration 38Q (17692.750000 sec): 3 clusters
  Score: Raw -724026.957422 + Penalty 2871.774286 = -721155.183136
  nChanged 4
		SP:Iteration 39Q (17692.770000 sec): 3 clusters
  Score: Raw -724027.789410 + Penalty 2871.774286 = -721156.015124
  nChanged 4
		SP:Iteration 40F (17692.780000 sec): 3 clusters
  Score: Raw -724028.645026 + Penalty 2871.774286 = -721156.870740
  nChanged 6
		SP:Iteration 41Q (17692.800000 sec): 3 clusters
  Score: Raw -724029.924732 + Penalty 2871.774286 = -721158.150446
  nChanged 2
		SP:Iteration 42Q (17692.810000 sec): 3 clusters
  Score: Raw -724030.273902 + Penalty 2871.774286 = -721158.499616
  nChanged 0
		SP:Iteration 43F (17692.830000 sec): 3 clusters
  Score: Raw -724030.273902 + Penalty 2871.774286 = -721158.499616
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17692.840000 sec): 2 clusters
  Score: Raw -348900.759380 + Penalty 1303.347362 = -347597.412018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17692.850000 sec): 3 clusters
  Score: Raw -347488.168641 + Penalty 2606.694724 = -344881.473918
  nChanged 1179
		SP:Iteration 1F (17692.860000 sec): 3 clusters
  Score: Raw -348189.125072 + Penalty 2606.694724 = -345582.430348
  nChanged 216
		SP:Iteration 2F (17692.860000 sec): 3 clusters
  Score: Raw -348331.620932 + Penalty 2606.694724 = -345724.926208
  nChanged 147
		SP:Iteration 3Q (17692.870000 sec): 3 clusters
  Score: Raw -348431.493871 + Penalty 2606.694724 = -345824.799147
  nChanged 115
		SP:Iteration 4Q (17692.880000 sec): 3 clusters
  Score: Raw -348497.879982 + Penalty 2606.694724 = -345891.185258
  nChanged 82
		SP:Iteration 5Q (17692.880000 sec): 3 clusters
  Score: Raw -348544.438431 + Penalty 2606.694724 = -345937.743707
  nChanged 78
		SP:Iteration 6Q (17692.890000 sec): 3 clusters
  Score: Raw -348583.690770 + Penalty 2606.694724 = -345976.996046
  nChanged 68
		SP:Iteration 7Q (17692.900000 sec): 3 clusters
  Score: Raw -348616.653573 + Penalty 2606.694724 = -346009.958849
  nChanged 59
		SP:Iteration 8Q (17692.900000 sec): 3 clusters
  Score: Raw -348651.883246 + Penalty 2606.694724 = -346045.188523
  nChanged 59
		SP:Iteration 9Q (17692.910000 sec): 3 clusters
  Score: Raw -348681.880690 + Penalty 2606.694724 = -346075.185967
  nChanged 46
		SP:Iteration 10Q (17692.920000 sec): 3 clusters
  Score: Raw -348698.383054 + Penalty 2606.694724 = -346091.688330
  nChanged 26
		SP:Iteration 11Q (17692.930000 sec): 3 clusters
  Score: Raw -348710.691963 + Penalty 2606.694724 = -346103.997239
  nChanged 25
		SP:Iteration 12Q (17692.930000 sec): 3 clusters
  Score: Raw -348720.736594 + Penalty 2606.694724 = -346114.041870
  nChanged 18
		SP:Iteration 13Q (17692.940000 sec): 3 clusters
  Score: Raw -348731.873847 + Penalty 2606.694724 = -346125.179123
  nChanged 20
		SP:Iteration 14Q (17692.950000 sec): 3 clusters
  Score: Raw -348739.677108 + Penalty 2606.694724 = -346132.982384
  nChanged 20
		SP:Iteration 15Q (17692.960000 sec): 3 clusters
  Score: Raw -348746.661619 + Penalty 2606.694724 = -346139.966895
  nChanged 12
		SP:Iteration 16Q (17692.960000 sec): 3 clusters
  Score: Raw -348751.994331 + Penalty 2606.694724 = -346145.299607
  nChanged 18
		SP:Iteration 17Q (17692.970000 sec): 3 clusters
  Score: Raw -348758.726934 + Penalty 2606.694724 = -346152.032210
  nChanged 14
		SP:Iteration 18Q (17692.980000 sec): 3 clusters
  Score: Raw -348764.663691 + Penalty 2606.694724 = -346157.968967
  nChanged 13
		SP:Iteration 19Q (17692.980000 sec): 3 clusters
  Score: Raw -348768.976129 + Penalty 2606.694724 = -346162.281406
  nChanged 7
		SP:Iteration 20F (17692.990000 sec): 3 clusters
  Score: Raw -348771.083625 + Penalty 2606.694724 = -346164.388902
  nChanged 6
		SP:Iteration 21Q (17693.000000 sec): 3 clusters
  Score: Raw -348774.184586 + Penalty 2606.694724 = -346167.489862
  nChanged 13
		SP:Iteration 22Q (17693.000000 sec): 3 clusters
  Score: Raw -348778.261294 + Penalty 2606.694724 = -346171.566571
  nChanged 6
		SP:Iteration 23Q (17693.010000 sec): 3 clusters
  Score: Raw -348781.341279 + Penalty 2606.694724 = -346174.646555
  nChanged 7
		SP:Iteration 24Q (17693.020000 sec): 3 clusters
  Score: Raw -348782.647544 + Penalty 2606.694724 = -346175.952820
  nChanged 4
		SP:Iteration 25Q (17693.020000 sec): 3 clusters
  Score: Raw -348783.432574 + Penalty 2606.694724 = -346176.737851
  nChanged 4
		SP:Iteration 26Q (17693.030000 sec): 3 clusters
  Score: Raw -348784.192736 + Penalty 2606.694724 = -346177.498012
  nChanged 3
		SP:Iteration 27Q (17693.040000 sec): 3 clusters
  Score: Raw -348785.106909 + Penalty 2606.694724 = -346178.412185
  nChanged 5
		SP:Iteration 28Q (17693.040000 sec): 3 clusters
  Score: Raw -348787.893761 + Penalty 2606.694724 = -346181.199037
  nChanged 10
		SP:Iteration 29Q (17693.050000 sec): 3 clusters
  Score: Raw -348790.757047 + Penalty 2606.694724 = -346184.062323
  nChanged 6
		SP:Iteration 30Q (17693.060000 sec): 3 clusters
  Score: Raw -348792.253772 + Penalty 2606.694724 = -346185.559049
  nChanged 6
		SP:Iteration 31Q (17693.070000 sec): 3 clusters
  Score: Raw -348794.794484 + Penalty 2606.694724 = -346188.099760
  nChanged 7
		SP:Iteration 32Q (17693.070000 sec): 3 clusters
  Score: Raw -348798.323865 + Penalty 2606.694724 = -346191.629141
  nChanged 8
		SP:Iteration 33Q (17693.080000 sec): 3 clusters
  Score: Raw -348800.320233 + Penalty 2606.694724 = -346193.625509
  nChanged 8
		SP:Iteration 34Q (17693.090000 sec): 3 clusters
  Score: Raw -348802.237726 + Penalty 2606.694724 = -346195.543002
  nChanged 6
		SP:Iteration 35Q (17693.100000 sec): 3 clusters
  Score: Raw -348804.225408 + Penalty 2606.694724 = -346197.530684
  nChanged 7
		SP:Iteration 36Q (17693.100000 sec): 3 clusters
  Score: Raw -348806.637998 + Penalty 2606.694724 = -346199.943274
  nChanged 14
		SP:Iteration 37Q (17693.110000 sec): 3 clusters
  Score: Raw -348811.456300 + Penalty 2606.694724 = -346204.761576
  nChanged 11
		SP:Iteration 38Q (17693.120000 sec): 3 clusters
  Score: Raw -348815.140774 + Penalty 2606.694724 = -346208.446050
  nChanged 8
		SP:Iteration 39Q (17693.120000 sec): 3 clusters
  Score: Raw -348818.388304 + Penalty 2606.694724 = -346211.693580
  nChanged 11
		SP:Iteration 40F (17693.130000 sec): 3 clusters
  Score: Raw -348822.217123 + Penalty 2606.694724 = -346215.522399
  nChanged 10
		SP:Iteration 41Q (17693.140000 sec): 3 clusters
  Score: Raw -348825.404724 + Penalty 2606.694724 = -346218.710001
  nChanged 6
		SP:Iteration 42Q (17693.140000 sec): 3 clusters
  Score: Raw -348827.444065 + Penalty 2606.694724 = -346220.749341
  nChanged 4
		SP:Iteration 43Q (17693.150000 sec): 3 clusters
  Score: Raw -348828.289145 + Penalty 2606.694724 = -346221.594422
  nChanged 5
		SP:Iteration 44Q (17693.160000 sec): 3 clusters
  Score: Raw -348829.244225 + Penalty 2606.694724 = -346222.549502
  nChanged 5
		SP:Iteration 45Q (17693.160000 sec): 3 clusters
  Score: Raw -348830.633038 + Penalty 2606.694724 = -346223.938314
  nChanged 5
		SP:Iteration 46Q (17693.170000 sec): 3 clusters
  Score: Raw -348831.775367 + Penalty 2606.694724 = -346225.080644
  nChanged 3
		SP:Iteration 47Q (17693.180000 sec): 3 clusters
  Score: Raw -348833.130042 + Penalty 2606.694724 = -346226.435318
  nChanged 6
		SP:Iteration 48Q (17693.180000 sec): 3 clusters
  Score: Raw -348835.120861 + Penalty 2606.694724 = -346228.426138
  nChanged 5
		SP:Iteration 49Q (17693.190000 sec): 3 clusters
  Score: Raw -348836.158105 + Penalty 2606.694724 = -346229.463382
  nChanged 5
		SP:Iteration 50Q (17693.200000 sec): 3 clusters
  Score: Raw -348838.271033 + Penalty 2606.694724 = -346231.576309
  nChanged 7
		SP:Iteration 51Q (17693.210000 sec): 3 clusters
  Score: Raw -348840.335962 + Penalty 2606.694724 = -346233.641238
  nChanged 6
		SP:Iteration 52Q (17693.210000 sec): 3 clusters
  Score: Raw -348842.267901 + Penalty 2606.694724 = -346235.573177
  nChanged 10
		SP:Iteration 53Q (17693.220000 sec): 3 clusters
  Score: Raw -348844.535642 + Penalty 2606.694724 = -346237.840919
  nChanged 6
		SP:Iteration 54Q (17693.230000 sec): 3 clusters
  Score: Raw -348846.877654 + Penalty 2606.694724 = -346240.182930
  nChanged 9
		SP:Iteration 55Q (17693.240000 sec): 3 clusters
  Score: Raw -348849.016096 + Penalty 2606.694724 = -346242.321372
  nChanged 7
		SP:Iteration 56Q (17693.240000 sec): 3 clusters
  Score: Raw -348851.235233 + Penalty 2606.694724 = -346244.540509
  nChanged 4
		SP:Iteration 57Q (17693.250000 sec): 3 clusters
  Score: Raw -348852.102663 + Penalty 2606.694724 = -346245.407939
  nChanged 3
		SP:Iteration 58Q (17693.260000 sec): 3 clusters
  Score: Raw -348852.963215 + Penalty 2606.694724 = -346246.268492
  nChanged 4
		SP:Iteration 59Q (17693.260000 sec): 3 clusters
  Score: Raw -348853.772330 + Penalty 2606.694724 = -346247.077607
  nChanged 3
		SP:Iteration 60F (17693.270000 sec): 3 clusters
  Score: Raw -348854.665507 + Penalty 2606.694724 = -346247.970784
  nChanged 4
		SP:Iteration 61Q (17693.280000 sec): 3 clusters
  Score: Raw -348856.180442 + Penalty 2606.694724 = -346249.485718
  nChanged 4
		SP:Iteration 62Q (17693.280000 sec): 3 clusters
  Score: Raw -348857.339702 + Penalty 2606.694724 = -346250.644979
  nChanged 5
		SP:Iteration 63Q (17693.290000 sec): 3 clusters
  Score: Raw -348858.181415 + Penalty 2606.694724 = -346251.486692
  nChanged 5
		SP:Iteration 64Q (17693.300000 sec): 3 clusters
  Score: Raw -348859.019012 + Penalty 2606.694724 = -346252.324288
  nChanged 6
		SP:Iteration 65Q (17693.300000 sec): 3 clusters
  Score: Raw -348860.432333 + Penalty 2606.694724 = -346253.737610
  nChanged 5
		SP:Iteration 66Q (17693.310000 sec): 3 clusters
  Score: Raw -348862.470070 + Penalty 2606.694724 = -346255.775347
  nChanged 9
		SP:Iteration 67Q (17693.320000 sec): 3 clusters
  Score: Raw -348866.259470 + Penalty 2606.694724 = -346259.564746
  nChanged 10
		SP:Iteration 68Q (17693.320000 sec): 3 clusters
  Score: Raw -348868.372713 + Penalty 2606.694724 = -346261.677989
  nChanged 7
		SP:Iteration 69Q (17693.330000 sec): 3 clusters
  Score: Raw -348870.535619 + Penalty 2606.694724 = -346263.840895
  nChanged 10
		SP:Iteration 70Q (17693.340000 sec): 3 clusters
  Score: Raw -348873.957642 + Penalty 2606.694724 = -346267.262918
  nChanged 14
		SP:Iteration 71Q (17693.340000 sec): 3 clusters
  Score: Raw -348879.607854 + Penalty 2606.694724 = -346272.913130
  nChanged 13
		SP:Iteration 72Q (17693.350000 sec): 3 clusters
  Score: Raw -348883.721231 + Penalty 2606.694724 = -346277.026507
  nChanged 12
		SP:Iteration 73Q (17693.360000 sec): 3 clusters
  Score: Raw -348888.530444 + Penalty 2606.694724 = -346281.835720
  nChanged 16
		SP:Iteration 74Q (17693.370000 sec): 3 clusters
  Score: Raw -348894.781004 + Penalty 2606.694724 = -346288.086280
  nChanged 16
		SP:Iteration 75Q (17693.370000 sec): 3 clusters
  Score: Raw -348898.573089 + Penalty 2606.694724 = -346291.878365
  nChanged 12
		SP:Iteration 76Q (17693.380000 sec): 3 clusters
  Score: Raw -348902.953869 + Penalty 2606.694724 = -346296.259145
  nChanged 11
		SP:Iteration 77Q (17693.390000 sec): 3 clusters
  Score: Raw -348907.287523 + Penalty 2606.694724 = -346300.592799
  nChanged 10
		SP:Iteration 78Q (17693.390000 sec): 3 clusters
  Score: Raw -348910.031852 + Penalty 2606.694724 = -346303.337129
  nChanged 10
		SP:Iteration 79Q (17693.400000 sec): 3 clusters
  Score: Raw -348911.955125 + Penalty 2606.694724 = -346305.260401
  nChanged 3
		SP:Iteration 80F (17693.410000 sec): 3 clusters
  Score: Raw -348912.406856 + Penalty 2606.694724 = -346305.712132
  nChanged 8
		SP:Iteration 81Q (17693.420000 sec): 3 clusters
  Score: Raw -348914.733010 + Penalty 2606.694724 = -346308.038286
  nChanged 10
		SP:Iteration 82Q (17693.420000 sec): 3 clusters
  Score: Raw -348916.746052 + Penalty 2606.694724 = -346310.051328
  nChanged 7
		SP:Iteration 83Q (17693.430000 sec): 3 clusters
  Score: Raw -348918.948503 + Penalty 2606.694724 = -346312.253779
  nChanged 7
		SP:Iteration 84Q (17693.440000 sec): 3 clusters
  Score: Raw -348921.515545 + Penalty 2606.694724 = -346314.820821
  nChanged 7
		SP:Iteration 85Q (17693.440000 sec): 3 clusters
  Score: Raw -348923.051827 + Penalty 2606.694724 = -346316.357104
  nChanged 4
		SP:Iteration 86Q (17693.450000 sec): 3 clusters
  Score: Raw -348923.629643 + Penalty 2606.694724 = -346316.934919
  nChanged 2
		SP:Iteration 87Q (17693.460000 sec): 3 clusters
  Score: Raw -348924.147657 + Penalty 2606.694724 = -346317.452933
  nChanged 2
		SP:Iteration 88Q (17693.460000 sec): 3 clusters
  Score: Raw -348924.600867 + Penalty 2606.694724 = -346317.906143
  nChanged 1
		SP:Iteration 89Q (17693.470000 sec): 3 clusters
  Score: Raw -348924.865190 + Penalty 2606.694724 = -346318.170466
  nChanged 4
		SP:Iteration 90Q (17693.480000 sec): 3 clusters
  Score: Raw -348925.900682 + Penalty 2606.694724 = -346319.205958
  nChanged 4
		SP:Iteration 91Q (17693.480000 sec): 3 clusters
  Score: Raw -348927.049865 + Penalty 2606.694724 = -346320.355141
  nChanged 5
		SP:Iteration 92Q (17693.490000 sec): 3 clusters
  Score: Raw -348928.843658 + Penalty 2606.694724 = -346322.148935
  nChanged 10
		SP:Iteration 93Q (17693.500000 sec): 3 clusters
  Score: Raw -348932.315960 + Penalty 2606.694724 = -346325.621236
  nChanged 12
		SP:Iteration 94Q (17693.500000 sec): 3 clusters
  Score: Raw -348936.056090 + Penalty 2606.694724 = -346329.361366
  nChanged 8
		SP:Iteration 95Q (17693.510000 sec): 3 clusters
  Score: Raw -348938.074876 + Penalty 2606.694724 = -346331.380152
  nChanged 4
		SP:Iteration 96Q (17693.520000 sec): 3 clusters
  Score: Raw -348939.666700 + Penalty 2606.694724 = -346332.971977
  nChanged 11
		SP:Iteration 97Q (17693.520000 sec): 3 clusters
  Score: Raw -348945.954133 + Penalty 2606.694724 = -346339.259409
  nChanged 20
		SP:Iteration 98Q (17693.530000 sec): 3 clusters
  Score: Raw -348955.664610 + Penalty 2606.694724 = -346348.969887
  nChanged 22
		SP:Iteration 99Q (17693.540000 sec): 3 clusters
  Score: Raw -348965.800374 + Penalty 2606.694724 = -346359.105650
  nChanged 23
		SP:Iteration 100F (17693.540000 sec): 3 clusters
  Score: Raw -348974.646885 + Penalty 2606.694724 = -346367.952161
  nChanged 28
		SP:Iteration 101Q (17693.550000 sec): 3 clusters
  Score: Raw -348990.024838 + Penalty 2606.694724 = -346383.330115
  nChanged 38
		SP:Iteration 102Q (17693.560000 sec): 3 clusters
  Score: Raw -349019.442739 + Penalty 2606.694724 = -346412.748016
  nChanged 52
		SP:Iteration 103Q (17693.560000 sec): 3 clusters
  Score: Raw -349057.143534 + Penalty 2606.694724 = -346450.448810
  nChanged 53
		SP:Iteration 104Q (17693.570000 sec): 3 clusters
  Score: Raw -349090.394120 + Penalty 2606.694724 = -346483.699396
  nChanged 49
		SP:Iteration 105Q (17693.580000 sec): 3 clusters
  Score: Raw -349128.150862 + Penalty 2606.694724 = -346521.456138
  nChanged 55
		SP:Iteration 106Q (17693.580000 sec): 3 clusters
  Score: Raw -349176.468146 + Penalty 2606.694724 = -346569.773423
  nChanged 62
		SP:Iteration 107Q (17693.590000 sec): 3 clusters
  Score: Raw -349247.173960 + Penalty 2606.694724 = -346640.479237
  nChanged 56
		SP:Iteration 108Q (17693.600000 sec): 3 clusters
  Score: Raw -349303.957819 + Penalty 2606.694724 = -346697.263096
  nChanged 49
		SP:Iteration 109Q (17693.600000 sec): 3 clusters
  Score: Raw -349363.222608 + Penalty 2606.694724 = -346756.527884
  nChanged 44
		SP:Iteration 110Q (17693.610000 sec): 3 clusters
  Score: Raw -349413.622836 + Penalty 2606.694724 = -346806.928112
  nChanged 28
		SP:Iteration 111Q (17693.620000 sec): 3 clusters
  Score: Raw -349440.444065 + Penalty 2606.694724 = -346833.749341
  nChanged 19
		SP:Iteration 112Q (17693.620000 sec): 3 clusters
  Score: Raw -349458.515111 + Penalty 2606.694724 = -346851.820388
  nChanged 8
		SP:Iteration 113Q (17693.620000 sec): 3 clusters
  Score: Raw -349470.473413 + Penalty 2606.694724 = -346863.778689
  nChanged 5
		SP:Iteration 114Q (17693.630000 sec): 3 clusters
  Score: Raw -349481.610302 + Penalty 2606.694724 = -346874.915578
  nChanged 5
		SP:Iteration 115Q (17693.640000 sec): 3 clusters
  Score: Raw -349486.999487 + Penalty 2606.694724 = -346880.304764
  nChanged 3
		SP:Iteration 116Q (17693.640000 sec): 3 clusters
  Score: Raw -349490.692318 + Penalty 2606.694724 = -346883.997594
  nChanged 3
		SP:Iteration 117Q (17693.650000 sec): 3 clusters
  Score: Raw -349494.461804 + Penalty 2606.694724 = -346887.767080
  nChanged 3
		SP:Iteration 118Q (17693.660000 sec): 3 clusters
  Score: Raw -349496.775297 + Penalty 2606.694724 = -346890.080573
  nChanged 0
		SP:Iteration 119F (17693.660000 sec): 3 clusters
  Score: Raw -349512.631851 + Penalty 2606.694724 = -346905.937127
  nChanged 7
		SP:Iteration 120F (17693.660000 sec): 3 clusters
  Score: Raw -349526.351795 + Penalty 2606.694724 = -346919.657071
  nChanged 2
		SP:Iteration 121Q (17693.670000 sec): 3 clusters
  Score: Raw -349527.435338 + Penalty 2606.694724 = -346920.740614
  nChanged 2
		SP:Iteration 122Q (17693.680000 sec): 3 clusters
  Score: Raw -349529.003268 + Penalty 2606.694724 = -346922.308544
  nChanged 1
		SP:Iteration 123Q (17693.680000 sec): 3 clusters
  Score: Raw -349530.099869 + Penalty 2606.694724 = -346923.405145
  nChanged 1
		SP:Iteration 124Q (17693.690000 sec): 3 clusters
  Score: Raw -349530.645559 + Penalty 2606.694724 = -346923.950835
  nChanged 0
		SP:Iteration 125F (17693.700000 sec): 3 clusters
  Score: Raw -349530.645559 + Penalty 2606.694724 = -346923.950835
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17693.710000 sec): 2 clusters
  Score: Raw -351792.107929 + Penalty 1313.991662 = -350478.116267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17693.720000 sec): 3 clusters
  Score: Raw -350254.289191 + Penalty 2627.983324 = -347626.305867
  nChanged 1236
		SP:Iteration 1F (17693.720000 sec): 3 clusters
  Score: Raw -351018.825636 + Penalty 2627.983324 = -348390.842312
  nChanged 284
		SP:Iteration 2F (17693.730000 sec): 3 clusters
  Score: Raw -351224.977212 + Penalty 2627.983324 = -348596.993888
  nChanged 204
		SP:Iteration 3F (17693.740000 sec): 3 clusters
  Score: Raw -351379.889571 + Penalty 2627.983324 = -348751.906247
  nChanged 173
		SP:Iteration 4F (17693.750000 sec): 3 clusters
  Score: Raw -351517.613410 + Penalty 2627.983324 = -348889.630086
  nChanged 150
		SP:Iteration 5Q (17693.760000 sec): 3 clusters
  Score: Raw -351646.942529 + Penalty 2627.983324 = -349018.959205
  nChanged 120
		SP:Iteration 6Q (17693.760000 sec): 3 clusters
  Score: Raw -351747.916213 + Penalty 2627.983324 = -349119.932889
  nChanged 131
		SP:Iteration 7Q (17693.770000 sec): 3 clusters
  Score: Raw -351838.021604 + Penalty 2627.983324 = -349210.038280
  nChanged 115
		SP:Iteration 8Q (17693.780000 sec): 3 clusters
  Score: Raw -351924.119356 + Penalty 2627.983324 = -349296.136032
  nChanged 115
		SP:Iteration 9Q (17693.780000 sec): 3 clusters
  Score: Raw -352003.761944 + Penalty 2627.983324 = -349375.778620
  nChanged 93
		SP:Iteration 10Q (17693.790000 sec): 3 clusters
  Score: Raw -352053.116386 + Penalty 2627.983324 = -349425.133062
  nChanged 64
		SP:Iteration 11Q (17693.800000 sec): 3 clusters
  Score: Raw -352088.548856 + Penalty 2627.983324 = -349460.565531
  nChanged 46
		SP:Iteration 12Q (17693.810000 sec): 3 clusters
  Score: Raw -352107.044422 + Penalty 2627.983324 = -349479.061098
  nChanged 40
		SP:Iteration 13Q (17693.820000 sec): 3 clusters
  Score: Raw -352123.848086 + Penalty 2627.983324 = -349495.864762
  nChanged 41
		SP:Iteration 14Q (17693.820000 sec): 3 clusters
  Score: Raw -352139.640579 + Penalty 2627.983324 = -349511.657255
  nChanged 26
		SP:Iteration 15Q (17693.830000 sec): 3 clusters
  Score: Raw -352149.178295 + Penalty 2627.983324 = -349521.194971
  nChanged 25
		SP:Iteration 16Q (17693.840000 sec): 3 clusters
  Score: Raw -352156.857471 + Penalty 2627.983324 = -349528.874147
  nChanged 19
		SP:Iteration 17Q (17693.840000 sec): 3 clusters
  Score: Raw -352163.339007 + Penalty 2627.983324 = -349535.355683
  nChanged 18
		SP:Iteration 18Q (17693.850000 sec): 3 clusters
  Score: Raw -352169.500860 + Penalty 2627.983324 = -349541.517536
  nChanged 16
		SP:Iteration 19Q (17693.860000 sec): 3 clusters
  Score: Raw -352176.824329 + Penalty 2627.983324 = -349548.841005
  nChanged 11
		SP:Iteration 20F (17693.870000 sec): 3 clusters
  Score: Raw -352180.229859 + Penalty 2627.983324 = -349552.246535
  nChanged 10
		SP:Iteration 21Q (17693.880000 sec): 3 clusters
  Score: Raw -352183.426612 + Penalty 2627.983324 = -349555.443288
  nChanged 8
		SP:Iteration 22Q (17693.880000 sec): 3 clusters
  Score: Raw -352185.601289 + Penalty 2627.983324 = -349557.617965
  nChanged 9
		SP:Iteration 23Q (17693.890000 sec): 3 clusters
  Score: Raw -352188.603510 + Penalty 2627.983324 = -349560.620186
  nChanged 11
		SP:Iteration 24Q (17693.900000 sec): 3 clusters
  Score: Raw -352191.895105 + Penalty 2627.983324 = -349563.911781
  nChanged 8
		SP:Iteration 25Q (17693.900000 sec): 3 clusters
  Score: Raw -352195.439385 + Penalty 2627.983324 = -349567.456061
  nChanged 7
		SP:Iteration 26Q (17693.910000 sec): 3 clusters
  Score: Raw -352197.642620 + Penalty 2627.983324 = -349569.659296
  nChanged 8
		SP:Iteration 27Q (17693.920000 sec): 3 clusters
  Score: Raw -352199.762207 + Penalty 2627.983324 = -349571.778883
  nChanged 6
		SP:Iteration 28Q (17693.930000 sec): 3 clusters
  Score: Raw -352201.724208 + Penalty 2627.983324 = -349573.740884
  nChanged 6
		SP:Iteration 29Q (17693.940000 sec): 3 clusters
  Score: Raw -352203.600317 + Penalty 2627.983324 = -349575.616993
  nChanged 6
		SP:Iteration 30Q (17693.940000 sec): 3 clusters
  Score: Raw -352205.291238 + Penalty 2627.983324 = -349577.307914
  nChanged 8
		SP:Iteration 31Q (17693.950000 sec): 3 clusters
  Score: Raw -352208.598598 + Penalty 2627.983324 = -349580.615274
  nChanged 10
		SP:Iteration 32Q (17693.960000 sec): 3 clusters
  Score: Raw -352211.871843 + Penalty 2627.983324 = -349583.888519
  nChanged 6
		SP:Iteration 33Q (17693.960000 sec): 3 clusters
  Score: Raw -352213.331860 + Penalty 2627.983324 = -349585.348536
  nChanged 4
		SP:Iteration 34Q (17693.970000 sec): 3 clusters
  Score: Raw -352214.619942 + Penalty 2627.983324 = -349586.636618
  nChanged 5
		SP:Iteration 35Q (17693.980000 sec): 3 clusters
  Score: Raw -352215.708972 + Penalty 2627.983324 = -349587.725648
  nChanged 1
		SP:Iteration 36Q (17693.990000 sec): 3 clusters
  Score: Raw -352215.919127 + Penalty 2627.983324 = -349587.935803
  nChanged 1
		SP:Iteration 37Q (17693.990000 sec): 3 clusters
  Score: Raw -352216.412220 + Penalty 2627.983324 = -349588.428896
  nChanged 1
		SP:Iteration 38Q (17694.000000 sec): 3 clusters
  Score: Raw -352216.578227 + Penalty 2627.983324 = -349588.594903
  nChanged 0
		SP:Iteration 39F (17694.010000 sec): 3 clusters
  Score: Raw -352216.578227 + Penalty 2627.983324 = -349588.594903
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (8745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17694.040000 sec): 2 clusters
  Score: Raw -1047804.635284 + Penalty 1474.888575 = -1046329.746708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17694.060000 sec): 3 clusters
  Score: Raw -1042906.731114 + Penalty 2949.777151 = -1039956.953963
  nChanged 3683
		SP:Iteration 1F (17694.080000 sec): 3 clusters
  Score: Raw -1045044.893899 + Penalty 2949.777151 = -1042095.116748
  nChanged 677
		SP:Iteration 2F (17694.100000 sec): 3 clusters
  Score: Raw -1045520.558762 + Penalty 2949.777151 = -1042570.781611
  nChanged 675
		SP:Iteration 3F (17694.120000 sec): 3 clusters
  Score: Raw -1045966.514020 + Penalty 2949.777151 = -1043016.736869
  nChanged 633
		SP:Iteration 4F (17694.140000 sec): 3 clusters
  Score: Raw -1046384.611528 + Penalty 2949.777151 = -1043434.834377
  nChanged 601
		SP:Iteration 5F (17694.160000 sec): 3 clusters
  Score: Raw -1046817.190281 + Penalty 2949.777151 = -1043867.413130
  nChanged 539
		SP:Iteration 6F (17694.180000 sec): 3 clusters
  Score: Raw -1047210.024169 + Penalty 2949.777151 = -1044260.247018
  nChanged 419
		SP:Iteration 7Q (17694.200000 sec): 3 clusters
  Score: Raw -1047519.246737 + Penalty 2949.777151 = -1044569.469586
  nChanged 339
		SP:Iteration 8Q (17694.220000 sec): 3 clusters
  Score: Raw -1047761.033995 + Penalty 2949.777151 = -1044811.256844
  nChanged 281
		SP:Iteration 9Q (17694.240000 sec): 3 clusters
  Score: Raw -1047964.107553 + Penalty 2949.777151 = -1045014.330402
  nChanged 214
		SP:Iteration 10Q (17694.260000 sec): 3 clusters
  Score: Raw -1048103.732985 + Penalty 2949.777151 = -1045153.955834
  nChanged 157
		SP:Iteration 11Q (17694.280000 sec): 3 clusters
  Score: Raw -1048194.403763 + Penalty 2949.777151 = -1045244.626612
  nChanged 110
		SP:Iteration 12Q (17694.300000 sec): 3 clusters
  Score: Raw -1048258.808941 + Penalty 2949.777151 = -1045309.031790
  nChanged 87
		SP:Iteration 13Q (17694.320000 sec): 3 clusters
  Score: Raw -1048305.644794 + Penalty 2949.777151 = -1045355.867644
  nChanged 68
		SP:Iteration 14Q (17694.340000 sec): 3 clusters
  Score: Raw -1048338.539708 + Penalty 2949.777151 = -1045388.762557
  nChanged 68
		SP:Iteration 15Q (17694.360000 sec): 3 clusters
  Score: Raw -1048368.849127 + Penalty 2949.777151 = -1045419.071976
  nChanged 49
		SP:Iteration 16Q (17694.380000 sec): 3 clusters
  Score: Raw -1048391.306866 + Penalty 2949.777151 = -1045441.529715
  nChanged 40
		SP:Iteration 17Q (17694.390000 sec): 3 clusters
  Score: Raw -1048414.223160 + Penalty 2949.777151 = -1045464.446009
  nChanged 34
		SP:Iteration 18Q (17694.410000 sec): 3 clusters
  Score: Raw -1048437.972890 + Penalty 2949.777151 = -1045488.195739
  nChanged 35
		SP:Iteration 19Q (17694.430000 sec): 3 clusters
  Score: Raw -1048461.307902 + Penalty 2949.777151 = -1045511.530751
  nChanged 30
		SP:Iteration 20F (17694.450000 sec): 3 clusters
  Score: Raw -1048480.969843 + Penalty 2949.777151 = -1045531.192692
  nChanged 24
		SP:Iteration 21Q (17694.470000 sec): 3 clusters
  Score: Raw -1048496.806523 + Penalty 2949.777151 = -1045547.029372
  nChanged 19
		SP:Iteration 22Q (17694.480000 sec): 3 clusters
  Score: Raw -1048508.210804 + Penalty 2949.777151 = -1045558.433653
  nChanged 14
		SP:Iteration 23Q (17694.500000 sec): 3 clusters
  Score: Raw -1048515.861155 + Penalty 2949.777151 = -1045566.084004
  nChanged 11
		SP:Iteration 24Q (17694.520000 sec): 3 clusters
  Score: Raw -1048520.690134 + Penalty 2949.777151 = -1045570.912983
  nChanged 11
		SP:Iteration 25Q (17694.540000 sec): 3 clusters
  Score: Raw -1048524.227827 + Penalty 2949.777151 = -1045574.450676
  nChanged 4
		SP:Iteration 26Q (17694.550000 sec): 3 clusters
  Score: Raw -1048525.510109 + Penalty 2949.777151 = -1045575.732958
  nChanged 3
		SP:Iteration 27Q (17694.570000 sec): 3 clusters
  Score: Raw -1048526.225204 + Penalty 2949.777151 = -1045576.448053
  nChanged 2
		SP:Iteration 28Q (17694.590000 sec): 3 clusters
  Score: Raw -1048527.335757 + Penalty 2949.777151 = -1045577.558606
  nChanged 6
		SP:Iteration 29Q (17694.600000 sec): 3 clusters
  Score: Raw -1048531.321759 + Penalty 2949.777151 = -1045581.544608
  nChanged 9
		SP:Iteration 30Q (17694.620000 sec): 3 clusters
  Score: Raw -1048534.929157 + Penalty 2949.777151 = -1045585.152006
  nChanged 7
		SP:Iteration 31Q (17694.640000 sec): 3 clusters
  Score: Raw -1048537.029796 + Penalty 2949.777151 = -1045587.252645
  nChanged 5
		SP:Iteration 32Q (17694.650000 sec): 3 clusters
  Score: Raw -1048538.203278 + Penalty 2949.777151 = -1045588.426127
  nChanged 1
		SP:Iteration 33Q (17694.670000 sec): 3 clusters
  Score: Raw -1048538.513078 + Penalty 2949.777151 = -1045588.735927
  nChanged 1
		SP:Iteration 34Q (17694.690000 sec): 3 clusters
  Score: Raw -1048538.629000 + Penalty 2949.777151 = -1045588.851849
  nChanged 0
		SP:Iteration 35F (17694.710000 sec): 3 clusters
  Score: Raw -1048538.629000 + Penalty 2949.777151 = -1045588.851849
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17694.720000 sec): 2 clusters
  Score: Raw -144594.531580 + Penalty 1167.502237 = -143427.029343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17694.720000 sec): 3 clusters
  Score: Raw -144135.020635 + Penalty 2335.004475 = -141800.016160
  nChanged 433
		SP:Iteration 1F (17694.720000 sec): 3 clusters
  Score: Raw -144493.853349 + Penalty 2335.004475 = -142158.848874
  nChanged 87
		SP:Iteration 2F (17694.730000 sec): 3 clusters
  Score: Raw -144575.191048 + Penalty 2335.004475 = -142240.186573
  nChanged 68
		SP:Iteration 3F (17694.730000 sec): 3 clusters
  Score: Raw -144634.979522 + Penalty 2335.004475 = -142299.975047
  nChanged 51
		SP:Iteration 4Q (17694.730000 sec): 3 clusters
  Score: Raw -144683.802297 + Penalty 2335.004475 = -142348.797823
  nChanged 39
		SP:Iteration 5Q (17694.740000 sec): 3 clusters
  Score: Raw -144731.196840 + Penalty 2335.004475 = -142396.192366
  nChanged 32
		SP:Iteration 6Q (17694.740000 sec): 3 clusters
  Score: Raw -144766.445046 + Penalty 2335.004475 = -142431.440571
  nChanged 29
		SP:Iteration 7Q (17694.740000 sec): 3 clusters
  Score: Raw -144788.229900 + Penalty 2335.004475 = -142453.225425
  nChanged 26
		SP:Iteration 8Q (17694.740000 sec): 3 clusters
  Score: Raw -144808.390159 + Penalty 2335.004475 = -142473.385684
  nChanged 20
		SP:Iteration 9Q (17694.750000 sec): 3 clusters
  Score: Raw -144826.545766 + Penalty 2335.004475 = -142491.541292
  nChanged 15
		SP:Iteration 10Q (17694.750000 sec): 3 clusters
  Score: Raw -144836.785425 + Penalty 2335.004475 = -142501.780950
  nChanged 10
		SP:Iteration 11Q (17694.750000 sec): 3 clusters
  Score: Raw -144843.846168 + Penalty 2335.004475 = -142508.841693
  nChanged 12
		SP:Iteration 12Q (17694.760000 sec): 3 clusters
  Score: Raw -144850.333669 + Penalty 2335.004475 = -142515.329195
  nChanged 8
		SP:Iteration 13Q (17694.760000 sec): 3 clusters
  Score: Raw -144858.377015 + Penalty 2335.004475 = -142523.372540
  nChanged 13
		SP:Iteration 14Q (17694.760000 sec): 3 clusters
  Score: Raw -144871.790761 + Penalty 2335.004475 = -142536.786287
  nChanged 15
		SP:Iteration 15Q (17694.760000 sec): 3 clusters
  Score: Raw -144885.343521 + Penalty 2335.004475 = -142550.339047
  nChanged 14
		SP:Iteration 16Q (17694.770000 sec): 3 clusters
  Score: Raw -144896.614109 + Penalty 2335.004475 = -142561.609634
  nChanged 13
		SP:Iteration 17Q (17694.770000 sec): 3 clusters
  Score: Raw -144904.907121 + Penalty 2335.004475 = -142569.902646
  nChanged 11
		SP:Iteration 18Q (17694.770000 sec): 3 clusters
  Score: Raw -144910.743928 + Penalty 2335.004475 = -142575.739454
  nChanged 9
		SP:Iteration 19Q (17694.780000 sec): 3 clusters
  Score: Raw -144919.707018 + Penalty 2335.004475 = -142584.702543
  nChanged 10
		SP:Iteration 20F (17694.780000 sec): 3 clusters
  Score: Raw -144927.435267 + Penalty 2335.004475 = -142592.430793
  nChanged 7
		SP:Iteration 21Q (17694.780000 sec): 3 clusters
  Score: Raw -144930.498063 + Penalty 2335.004475 = -142595.493588
  nChanged 6
		SP:Iteration 22Q (17694.780000 sec): 3 clusters
  Score: Raw -144934.068253 + Penalty 2335.004475 = -142599.063778
  nChanged 2
		SP:Iteration 23Q (17694.790000 sec): 3 clusters
  Score: Raw -144934.470710 + Penalty 2335.004475 = -142599.466235
  nChanged 0
		SP:Iteration 24F (17694.790000 sec): 3 clusters
  Score: Raw -144934.470710 + Penalty 2335.004475 = -142599.466235
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (42494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17694.910000 sec): 2 clusters
  Score: Raw -4872821.339319 + Penalty 1731.781702 = -4871089.557617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17695.020000 sec): 3 clusters
  Score: Raw -4846099.142227 + Penalty 3463.563405 = -4842635.578822
  nChanged 19786
		SP:Iteration 1F (17695.120000 sec): 3 clusters
  Score: Raw -4857665.628055 + Penalty 3463.563405 = -4854202.064650
  nChanged 2089
		SP:Iteration 2Q (17695.230000 sec): 3 clusters
  Score: Raw -4858449.899731 + Penalty 3463.563405 = -4854986.336326
  nChanged 2044
		SP:Iteration 3Q (17695.330000 sec): 3 clusters
  Score: Raw -4859242.689721 + Penalty 3463.563405 = -4855779.126316
  nChanged 1997
		SP:Iteration 4Q (17695.440000 sec): 3 clusters
  Score: Raw -4860063.490370 + Penalty 3463.563405 = -4856599.926965
  nChanged 2002
		SP:Iteration 5Q (17695.570000 sec): 3 clusters
  Score: Raw -4860852.244661 + Penalty 3463.563405 = -4857388.681256
  nChanged 1922
		SP:Iteration 6Q (17695.670000 sec): 3 clusters
  Score: Raw -4861574.209231 + Penalty 3463.563405 = -4858110.645826
  nChanged 1777
		SP:Iteration 7Q (17695.780000 sec): 3 clusters
  Score: Raw -4862212.840692 + Penalty 3463.563405 = -4858749.277287
  nChanged 1602
		SP:Iteration 8Q (17695.890000 sec): 3 clusters
  Score: Raw -4862778.353659 + Penalty 3463.563405 = -4859314.790254
  nChanged 1390
		SP:Iteration 9Q (17696.000000 sec): 3 clusters
  Score: Raw -4863307.274960 + Penalty 3463.563405 = -4859843.711556
  nChanged 1412
		SP:Iteration 10Q (17696.110000 sec): 3 clusters
  Score: Raw -4863932.492572 + Penalty 3463.563405 = -4860468.929167
  nChanged 1533
		SP:Iteration 11Q (17696.210000 sec): 3 clusters
  Score: Raw -4864755.359299 + Penalty 3463.563405 = -4861291.795894
  nChanged 1631
		SP:Iteration 12Q (17696.320000 sec): 3 clusters
  Score: Raw -4865691.394803 + Penalty 3463.563405 = -4862227.831398
  nChanged 1617
		SP:Iteration 13Q (17696.430000 sec): 3 clusters
  Score: Raw -4866548.531667 + Penalty 3463.563405 = -4863084.968262
  nChanged 1285
		SP:Iteration 14Q (17696.540000 sec): 3 clusters
  Score: Raw -4867075.901893 + Penalty 3463.563405 = -4863612.338488
  nChanged 936
		SP:Iteration 15Q (17696.640000 sec): 3 clusters
  Score: Raw -4867359.537998 + Penalty 3463.563405 = -4863895.974593
  nChanged 651
		SP:Iteration 16Q (17696.750000 sec): 3 clusters
  Score: Raw -4867528.971005 + Penalty 3463.563405 = -4864065.407600
  nChanged 505
		SP:Iteration 17Q (17696.850000 sec): 3 clusters
  Score: Raw -4867644.027532 + Penalty 3463.563405 = -4864180.464127
  nChanged 434
		SP:Iteration 18Q (17696.950000 sec): 3 clusters
  Score: Raw -4867746.710015 + Penalty 3463.563405 = -4864283.146610
  nChanged 406
		SP:Iteration 19Q (17697.050000 sec): 3 clusters
  Score: Raw -4867841.669147 + Penalty 3463.563405 = -4864378.105743
  nChanged 413
		SP:Iteration 20F (17697.160000 sec): 3 clusters
  Score: Raw -4867943.549034 + Penalty 3463.563405 = -4864479.985629
  nChanged 445
		SP:Iteration 21Q (17697.270000 sec): 3 clusters
  Score: Raw -4868038.747474 + Penalty 3463.563405 = -4864575.184069
  nChanged 391
		SP:Iteration 22Q (17697.370000 sec): 3 clusters
  Score: Raw -4868118.440066 + Penalty 3463.563405 = -4864654.876662
  nChanged 382
		SP:Iteration 23Q (17697.470000 sec): 3 clusters
  Score: Raw -4868191.813075 + Penalty 3463.563405 = -4864728.249670
  nChanged 362
		SP:Iteration 24Q (17697.570000 sec): 3 clusters
  Score: Raw -4868260.552855 + Penalty 3463.563405 = -4864796.989450
  nChanged 328
		SP:Iteration 25Q (17697.670000 sec): 3 clusters
  Score: Raw -4868314.838166 + Penalty 3463.563405 = -4864851.274762
  nChanged 303
		SP:Iteration 26Q (17697.770000 sec): 3 clusters
  Score: Raw -4868363.217596 + Penalty 3463.563405 = -4864899.654192
  nChanged 267
		SP:Iteration 27Q (17697.870000 sec): 3 clusters
  Score: Raw -4868400.515062 + Penalty 3463.563405 = -4864936.951657
  nChanged 240
		SP:Iteration 28Q (17697.970000 sec): 3 clusters
  Score: Raw -4868433.346043 + Penalty 3463.563405 = -4864969.782638
  nChanged 221
		SP:Iteration 29Q (17698.070000 sec): 3 clusters
  Score: Raw -4868458.481912 + Penalty 3463.563405 = -4864994.918507
  nChanged 184
		SP:Iteration 30Q (17698.180000 sec): 3 clusters
  Score: Raw -4868478.533957 + Penalty 3463.563405 = -4865014.970553
  nChanged 177
		SP:Iteration 31Q (17698.280000 sec): 3 clusters
  Score: Raw -4868496.952965 + Penalty 3463.563405 = -4865033.389560
  nChanged 144
		SP:Iteration 32Q (17698.380000 sec): 3 clusters
  Score: Raw -4868510.675595 + Penalty 3463.563405 = -4865047.112190
  nChanged 134
		SP:Iteration 33Q (17698.480000 sec): 3 clusters
  Score: Raw -4868521.001526 + Penalty 3463.563405 = -4865057.438121
  nChanged 106
		SP:Iteration 34Q (17698.580000 sec): 3 clusters
  Score: Raw -4868528.748716 + Penalty 3463.563405 = -4865065.185311
  nChanged 101
		SP:Iteration 35Q (17698.680000 sec): 3 clusters
  Score: Raw -4868536.182868 + Penalty 3463.563405 = -4865072.619463
  nChanged 90
		SP:Iteration 36Q (17698.780000 sec): 3 clusters
  Score: Raw -4868541.788524 + Penalty 3463.563405 = -4865078.225119
  nChanged 73
		SP:Iteration 37Q (17698.880000 sec): 3 clusters
  Score: Raw -4868545.788735 + Penalty 3463.563405 = -4865082.225330
  nChanged 53
		SP:Iteration 38Q (17698.980000 sec): 3 clusters
  Score: Raw -4868548.202311 + Penalty 3463.563405 = -4865084.638907
  nChanged 44
		SP:Iteration 39Q (17699.080000 sec): 3 clusters
  Score: Raw -4868550.583090 + Penalty 3463.563405 = -4865087.019685
  nChanged 44
		SP:Iteration 40F (17699.190000 sec): 3 clusters
  Score: Raw -4868552.485080 + Penalty 3463.563405 = -4865088.921675
  nChanged 41
		SP:Iteration 41Q (17699.290000 sec): 3 clusters
  Score: Raw -4868554.400743 + Penalty 3463.563405 = -4865090.837338
  nChanged 38
		SP:Iteration 42Q (17699.390000 sec): 3 clusters
  Score: Raw -4868556.398003 + Penalty 3463.563405 = -4865092.834598
  nChanged 42
		SP:Iteration 43Q (17699.490000 sec): 3 clusters
  Score: Raw -4868558.330895 + Penalty 3463.563405 = -4865094.767490
  nChanged 39
		SP:Iteration 44Q (17699.590000 sec): 3 clusters
  Score: Raw -4868559.719505 + Penalty 3463.563405 = -4865096.156101
  nChanged 27
		SP:Iteration 45Q (17699.690000 sec): 3 clusters
  Score: Raw -4868560.865844 + Penalty 3463.563405 = -4865097.302439
  nChanged 37
		SP:Iteration 46Q (17699.790000 sec): 3 clusters
  Score: Raw -4868562.422137 + Penalty 3463.563405 = -4865098.858732
  nChanged 38
		SP:Iteration 47Q (17699.890000 sec): 3 clusters
  Score: Raw -4868564.246590 + Penalty 3463.563405 = -4865100.683185
  nChanged 42
		SP:Iteration 48Q (17700.000000 sec): 3 clusters
  Score: Raw -4868566.355290 + Penalty 3463.563405 = -4865102.791885
  nChanged 42
		SP:Iteration 49Q (17700.100000 sec): 3 clusters
  Score: Raw -4868568.496633 + Penalty 3463.563405 = -4865104.933228
  nChanged 41
		SP:Iteration 50Q (17700.190000 sec): 3 clusters
  Score: Raw -4868570.269800 + Penalty 3463.563405 = -4865106.706395
  nChanged 38
		SP:Iteration 51Q (17700.290000 sec): 3 clusters
  Score: Raw -4868572.059111 + Penalty 3463.563405 = -4865108.495707
  nChanged 31
		SP:Iteration 52Q (17700.390000 sec): 3 clusters
  Score: Raw -4868573.120507 + Penalty 3463.563405 = -4865109.557102
  nChanged 31
		SP:Iteration 53Q (17700.490000 sec): 3 clusters
  Score: Raw -4868574.236516 + Penalty 3463.563405 = -4865110.673112
  nChanged 24
		SP:Iteration 54Q (17700.590000 sec): 3 clusters
  Score: Raw -4868575.088203 + Penalty 3463.563405 = -4865111.524799
  nChanged 19
		SP:Iteration 55Q (17700.690000 sec): 3 clusters
  Score: Raw -4868575.731866 + Penalty 3463.563405 = -4865112.168461
  nChanged 19
		SP:Iteration 56Q (17700.790000 sec): 3 clusters
  Score: Raw -4868576.368783 + Penalty 3463.563405 = -4865112.805378
  nChanged 20
		SP:Iteration 57Q (17700.890000 sec): 3 clusters
  Score: Raw -4868576.859425 + Penalty 3463.563405 = -4865113.296020
  nChanged 14
		SP:Iteration 58Q (17700.980000 sec): 3 clusters
  Score: Raw -4868577.186507 + Penalty 3463.563405 = -4865113.623102
  nChanged 15
		SP:Iteration 59Q (17701.080000 sec): 3 clusters
  Score: Raw -4868577.520746 + Penalty 3463.563405 = -4865113.957342
  nChanged 12
		SP:Iteration 60F (17701.190000 sec): 3 clusters
  Score: Raw -4868577.708448 + Penalty 3463.563405 = -4865114.145043
  nChanged 8
		SP:Iteration 61Q (17701.290000 sec): 3 clusters
  Score: Raw -4868577.924059 + Penalty 3463.563405 = -4865114.360654
  nChanged 8
		SP:Iteration 62Q (17701.380000 sec): 3 clusters
  Score: Raw -4868578.083523 + Penalty 3463.563405 = -4865114.520118
  nChanged 8
		SP:Iteration 63Q (17701.480000 sec): 3 clusters
  Score: Raw -4868578.254651 + Penalty 3463.563405 = -4865114.691246
  nChanged 7
		SP:Iteration 64Q (17701.580000 sec): 3 clusters
  Score: Raw -4868578.416689 + Penalty 3463.563405 = -4865114.853284
  nChanged 4
		SP:Iteration 65Q (17701.680000 sec): 3 clusters
  Score: Raw -4868578.510449 + Penalty 3463.563405 = -4865114.947044
  nChanged 3
		SP:Iteration 66Q (17701.770000 sec): 3 clusters
  Score: Raw -4868578.586576 + Penalty 3463.563405 = -4865115.023171
  nChanged 3
		SP:Iteration 67Q (17701.870000 sec): 3 clusters
  Score: Raw -4868578.676485 + Penalty 3463.563405 = -4865115.113080
  nChanged 4
		SP:Iteration 68Q (17701.970000 sec): 3 clusters
  Score: Raw -4868578.765052 + Penalty 3463.563405 = -4865115.201648
  nChanged 7
		SP:Iteration 69Q (17702.070000 sec): 3 clusters
  Score: Raw -4868578.968604 + Penalty 3463.563405 = -4865115.405199
  nChanged 9
		SP:Iteration 70Q (17702.170000 sec): 3 clusters
  Score: Raw -4868579.236570 + Penalty 3463.563405 = -4865115.673166
  nChanged 11
		SP:Iteration 71Q (17702.270000 sec): 3 clusters
  Score: Raw -4868579.427139 + Penalty 3463.563405 = -4865115.863734
  nChanged 8
		SP:Iteration 72Q (17702.370000 sec): 3 clusters
  Score: Raw -4868579.636471 + Penalty 3463.563405 = -4865116.073066
  nChanged 8
		SP:Iteration 73Q (17702.460000 sec): 3 clusters
  Score: Raw -4868579.859511 + Penalty 3463.563405 = -4865116.296106
  nChanged 10
		SP:Iteration 74Q (17702.560000 sec): 3 clusters
  Score: Raw -4868580.117399 + Penalty 3463.563405 = -4865116.553994
  nChanged 12
		SP:Iteration 75Q (17702.660000 sec): 3 clusters
  Score: Raw -4868580.576049 + Penalty 3463.563405 = -4865117.012644
  nChanged 16
		SP:Iteration 76Q (17702.760000 sec): 3 clusters
  Score: Raw -4868581.182530 + Penalty 3463.563405 = -4865117.619125
  nChanged 18
		SP:Iteration 77Q (17702.860000 sec): 3 clusters
  Score: Raw -4868581.633683 + Penalty 3463.563405 = -4865118.070278
  nChanged 12
		SP:Iteration 78Q (17702.960000 sec): 3 clusters
  Score: Raw -4868581.886772 + Penalty 3463.563405 = -4865118.323367
  nChanged 12
		SP:Iteration 79Q (17703.050000 sec): 3 clusters
  Score: Raw -4868582.204965 + Penalty 3463.563405 = -4865118.641560
  nChanged 12
		SP:Iteration 80F (17703.160000 sec): 3 clusters
  Score: Raw -4868582.518603 + Penalty 3463.563405 = -4865118.955198
  nChanged 8
		SP:Iteration 81Q (17703.250000 sec): 3 clusters
  Score: Raw -4868582.712398 + Penalty 3463.563405 = -4865119.148993
  nChanged 8
		SP:Iteration 82Q (17703.350000 sec): 3 clusters
  Score: Raw -4868582.913712 + Penalty 3463.563405 = -4865119.350307
  nChanged 8
		SP:Iteration 83Q (17703.450000 sec): 3 clusters
  Score: Raw -4868583.160588 + Penalty 3463.563405 = -4865119.597183
  nChanged 7
		SP:Iteration 84Q (17703.550000 sec): 3 clusters
  Score: Raw -4868583.324374 + Penalty 3463.563405 = -4865119.760969
  nChanged 6
		SP:Iteration 85Q (17703.650000 sec): 3 clusters
  Score: Raw -4868583.498094 + Penalty 3463.563405 = -4865119.934690
  nChanged 8
		SP:Iteration 86Q (17703.750000 sec): 3 clusters
  Score: Raw -4868583.757201 + Penalty 3463.563405 = -4865120.193796
  nChanged 11
		SP:Iteration 87Q (17703.850000 sec): 3 clusters
  Score: Raw -4868584.118470 + Penalty 3463.563405 = -4865120.555065
  nChanged 15
		SP:Iteration 88Q (17703.940000 sec): 3 clusters
  Score: Raw -4868584.536322 + Penalty 3463.563405 = -4865120.972918
  nChanged 16
		SP:Iteration 89Q (17704.040000 sec): 3 clusters
  Score: Raw -4868585.008882 + Penalty 3463.563405 = -4865121.445477
  nChanged 14
		SP:Iteration 90Q (17704.140000 sec): 3 clusters
  Score: Raw -4868585.428634 + Penalty 3463.563405 = -4865121.865229
  nChanged 10
		SP:Iteration 91Q (17704.240000 sec): 3 clusters
  Score: Raw -4868585.768778 + Penalty 3463.563405 = -4865122.205373
  nChanged 13
		SP:Iteration 92Q (17704.340000 sec): 3 clusters
  Score: Raw -4868586.159447 + Penalty 3463.563405 = -4865122.596042
  nChanged 14
		SP:Iteration 93Q (17704.430000 sec): 3 clusters
  Score: Raw -4868586.490640 + Penalty 3463.563405 = -4865122.927235
  nChanged 8
		SP:Iteration 94Q (17704.530000 sec): 3 clusters
  Score: Raw -4868586.643994 + Penalty 3463.563405 = -4865123.080590
  nChanged 7
		SP:Iteration 95Q (17704.630000 sec): 3 clusters
  Score: Raw -4868586.845393 + Penalty 3463.563405 = -4865123.281988
  nChanged 12
		SP:Iteration 96Q (17704.730000 sec): 3 clusters
  Score: Raw -4868587.163433 + Penalty 3463.563405 = -4865123.600028
  nChanged 15
		SP:Iteration 97Q (17704.830000 sec): 3 clusters
  Score: Raw -4868587.677893 + Penalty 3463.563405 = -4865124.114488
  nChanged 17
		SP:Iteration 98Q (17704.930000 sec): 3 clusters
  Score: Raw -4868588.114165 + Penalty 3463.563405 = -4865124.550760
  nChanged 16
		SP:Iteration 99Q (17705.030000 sec): 3 clusters
  Score: Raw -4868588.605143 + Penalty 3463.563405 = -4865125.041738
  nChanged 17
		SP:Iteration 100F (17705.130000 sec): 3 clusters
  Score: Raw -4868589.043565 + Penalty 3463.563405 = -4865125.480160
  nChanged 13
		SP:Iteration 101Q (17705.230000 sec): 3 clusters
  Score: Raw -4868589.446419 + Penalty 3463.563405 = -4865125.883015
  nChanged 13
		SP:Iteration 102Q (17705.320000 sec): 3 clusters
  Score: Raw -4868589.851508 + Penalty 3463.563405 = -4865126.288103
  nChanged 13
		SP:Iteration 103Q (17705.420000 sec): 3 clusters
  Score: Raw -4868590.262752 + Penalty 3463.563405 = -4865126.699348
  nChanged 10
		SP:Iteration 104Q (17705.520000 sec): 3 clusters
  Score: Raw -4868590.575934 + Penalty 3463.563405 = -4865127.012529
  nChanged 11
		SP:Iteration 105Q (17705.620000 sec): 3 clusters
  Score: Raw -4868590.956836 + Penalty 3463.563405 = -4865127.393431
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		SP:Iteration 106Q (17705.710000 sec): 3 clusters
  Score: Raw -4868591.363869 + Penalty 3463.563405 = -4865127.800464
  nChanged 14
		SP:Iteration 107Q (17705.810000 sec): 3 clusters
  Score: Raw -4868591.702768 + Penalty 3463.563405 = -4865128.139364
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		SP:Iteration 108Q (17705.910000 sec): 3 clusters
  Score: Raw -4868591.857625 + Penalty 3463.563405 = -4865128.294221
  nChanged 8
		SP:Iteration 109Q (17706.010000 sec): 3 clusters
  Score: Raw -4868592.055060 + Penalty 3463.563405 = -4865128.491655
  nChanged 5
		SP:Iteration 110Q (17706.110000 sec): 3 clusters
  Score: Raw -4868592.184749 + Penalty 3463.563405 = -4865128.621345
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		SP:Iteration 111Q (17706.210000 sec): 3 clusters
  Score: Raw -4868592.321786 + Penalty 3463.563405 = -4865128.758381
  nChanged 6
		SP:Iteration 112Q (17706.300000 sec): 3 clusters
  Score: Raw -4868592.493607 + Penalty 3463.563405 = -4865128.930202
  nChanged 6
		SP:Iteration 113Q (17706.400000 sec): 3 clusters
  Score: Raw -4868592.585924 + Penalty 3463.563405 = -4865129.022519
  nChanged 3
		SP:Iteration 114Q (17706.500000 sec): 3 clusters
  Score: Raw -4868592.649099 + Penalty 3463.563405 = -4865129.085694
  nChanged 3
		SP:Iteration 115Q (17706.600000 sec): 3 clusters
  Score: Raw -4868592.687582 + Penalty 3463.563405 = -4865129.124177
  nChanged 4
		SP:Iteration 116Q (17706.700000 sec): 3 clusters
  Score: Raw -4868592.752802 + Penalty 3463.563405 = -4865129.189397
  nChanged 3
		SP:Iteration 117Q (17706.800000 sec): 3 clusters
  Score: Raw -4868592.817927 + Penalty 3463.563405 = -4865129.254522
  nChanged 2
		SP:Iteration 118Q (17706.900000 sec): 3 clusters
  Score: Raw -4868592.917501 + Penalty 3463.563405 = -4865129.354096
  nChanged 7
		SP:Iteration 119Q (17706.990000 sec): 3 clusters
  Score: Raw -4868593.060384 + Penalty 3463.563405 = -4865129.496979
  nChanged 5
		SP:Iteration 120F (17707.100000 sec): 3 clusters
  Score: Raw -4868593.194524 + Penalty 3463.563405 = -4865129.631120
  nChanged 5
		SP:Iteration 121Q (17707.200000 sec): 3 clusters
  Score: Raw -4868593.295079 + Penalty 3463.563405 = -4865129.731674
  nChanged 4
		SP:Iteration 122Q (17707.290000 sec): 3 clusters
  Score: Raw -4868593.446044 + Penalty 3463.563405 = -4865129.882639
  nChanged 6
		SP:Iteration 123Q (17707.390000 sec): 3 clusters
  Score: Raw -4868593.620211 + Penalty 3463.563405 = -4865130.056806
  nChanged 5
		SP:Iteration 124Q (17707.490000 sec): 3 clusters
  Score: Raw -4868593.755495 + Penalty 3463.563405 = -4865130.192090
  nChanged 6
		SP:Iteration 125Q (17707.590000 sec): 3 clusters
  Score: Raw -4868593.886323 + Penalty 3463.563405 = -4865130.322918
  nChanged 8
		SP:Iteration 126Q (17707.690000 sec): 3 clusters
  Score: Raw -4868594.145473 + Penalty 3463.563405 = -4865130.582068
  nChanged 8
		SP:Iteration 127Q (17707.790000 sec): 3 clusters
  Score: Raw -4868594.330289 + Penalty 3463.563405 = -4865130.766884
  nChanged 7
		SP:Iteration 128Q (17707.890000 sec): 3 clusters
  Score: Raw -4868594.481345 + Penalty 3463.563405 = -4865130.917940
  nChanged 8
		SP:Iteration 129Q (17707.990000 sec): 3 clusters
  Score: Raw -4868594.658452 + Penalty 3463.563405 = -4865131.095048
  nChanged 8
		SP:Iteration 130Q (17708.090000 sec): 3 clusters
  Score: Raw -4868594.936732 + Penalty 3463.563405 = -4865131.373327
  nChanged 11
		SP:Iteration 131Q (17708.190000 sec): 3 clusters
  Score: Raw -4868595.444212 + Penalty 3463.563405 = -4865131.880808
  nChanged 15
		SP:Iteration 132Q (17708.280000 sec): 3 clusters
  Score: Raw -4868596.130204 + Penalty 3463.563405 = -4865132.566799
  nChanged 22
		SP:Iteration 133Q (17708.380000 sec): 3 clusters
  Score: Raw -4868597.390695 + Penalty 3463.563405 = -4865133.827291
  nChanged 32
		SP:Iteration 134Q (17708.480000 sec): 3 clusters
  Score: Raw -4868599.560942 + Penalty 3463.563405 = -4865135.997537
  nChanged 37
		SP:Iteration 135Q (17708.580000 sec): 3 clusters
  Score: Raw -4868601.334629 + Penalty 3463.563405 = -4865137.771225
  nChanged 32
		SP:Iteration 136Q (17708.680000 sec): 3 clusters
  Score: Raw -4868602.670770 + Penalty 3463.563405 = -4865139.107365
  nChanged 15
		SP:Iteration 137Q (17708.780000 sec): 3 clusters
  Score: Raw -4868603.303823 + Penalty 3463.563405 = -4865139.740418
  nChanged 16
		SP:Iteration 138Q (17708.870000 sec): 3 clusters
  Score: Raw -4868603.900801 + Penalty 3463.563405 = -4865140.337396
  nChanged 15
		SP:Iteration 139Q (17708.970000 sec): 3 clusters
  Score: Raw -4868604.321914 + Penalty 3463.563405 = -4865140.758509
  nChanged 13
		SP:Iteration 140F (17709.080000 sec): 3 clusters
  Score: Raw -4868604.629413 + Penalty 3463.563405 = -4865141.066009
  nChanged 12
		SP:Iteration 141Q (17709.170000 sec): 3 clusters
  Score: Raw -4868604.898361 + Penalty 3463.563405 = -4865141.334956
  nChanged 12
		SP:Iteration 142Q (17709.270000 sec): 3 clusters
  Score: Raw -4868605.313383 + Penalty 3463.563405 = -4865141.749979
  nChanged 13
		SP:Iteration 143Q (17709.370000 sec): 3 clusters
  Score: Raw -4868605.731621 + Penalty 3463.563405 = -4865142.168217
  nChanged 14
		SP:Iteration 144Q (17709.470000 sec): 3 clusters
  Score: Raw -4868606.107703 + Penalty 3463.563405 = -4865142.544298
  nChanged 17
		SP:Iteration 145Q (17709.570000 sec): 3 clusters
  Score: Raw -4868606.672403 + Penalty 3463.563405 = -4865143.108998
  nChanged 22
		SP:Iteration 146Q (17709.670000 sec): 3 clusters
  Score: Raw -4868607.290946 + Penalty 3463.563405 = -4865143.727542
  nChanged 20
		SP:Iteration 147Q (17709.770000 sec): 3 clusters
  Score: Raw -4868608.130786 + Penalty 3463.563405 = -4865144.567381
  nChanged 27
		SP:Iteration 148Q (17709.870000 sec): 3 clusters
  Score: Raw -4868609.049507 + Penalty 3463.563405 = -4865145.486102
  nChanged 25
		SP:Iteration 149Q (17709.960000 sec): 3 clusters
  Score: Raw -4868609.984081 + Penalty 3463.563405 = -4865146.420676
  nChanged 20
		SP:Iteration 150Q (17710.060000 sec): 3 clusters
  Score: Raw -4868610.774829 + Penalty 3463.563405 = -4865147.211424
  nChanged 26
		SP:Iteration 151Q (17710.160000 sec): 3 clusters
  Score: Raw -4868611.642128 + Penalty 3463.563405 = -4865148.078723
  nChanged 22
		SP:Iteration 152Q (17710.260000 sec): 3 clusters
  Score: Raw -4868612.087813 + Penalty 3463.563405 = -4865148.524408
  nChanged 18
		SP:Iteration 153Q (17710.360000 sec): 3 clusters
  Score: Raw -4868612.548786 + Penalty 3463.563405 = -4865148.985381
  nChanged 16
		SP:Iteration 154Q (17710.450000 sec): 3 clusters
  Score: Raw -4868613.012180 + Penalty 3463.563405 = -4865149.448775
  nChanged 14
		SP:Iteration 155Q (17710.550000 sec): 3 clusters
  Score: Raw -4868613.491121 + Penalty 3463.563405 = -4865149.927716
  nChanged 15
		SP:Iteration 156Q (17710.650000 sec): 3 clusters
  Score: Raw -4868613.943455 + Penalty 3463.563405 = -4865150.380050
  nChanged 12
		SP:Iteration 157Q (17710.750000 sec): 3 clusters
  Score: Raw -4868614.291246 + Penalty 3463.563405 = -4865150.727842
  nChanged 13
		SP:Iteration 158Q (17710.850000 sec): 3 clusters
  Score: Raw -4868614.688013 + Penalty 3463.563405 = -4865151.124609
  nChanged 22
		SP:Iteration 159Q (17710.950000 sec): 3 clusters
  Score: Raw -4868615.475428 + Penalty 3463.563405 = -4865151.912023
  nChanged 18
		SP:Iteration 160F (17711.050000 sec): 3 clusters
  Score: Raw -4868616.018720 + Penalty 3463.563405 = -4865152.455315
  nChanged 16
		SP:Iteration 161Q (17711.150000 sec): 3 clusters
  Score: Raw -4868616.434715 + Penalty 3463.563405 = -4865152.871311
  nChanged 10
		SP:Iteration 162Q (17711.250000 sec): 3 clusters
  Score: Raw -4868616.691691 + Penalty 3463.563405 = -4865153.128287
  nChanged 14
		SP:Iteration 163Q (17711.350000 sec): 3 clusters
  Score: Raw -4868617.099031 + Penalty 3463.563405 = -4865153.535626
  nChanged 12
		SP:Iteration 164Q (17711.450000 sec): 3 clusters
  Score: Raw -4868617.469891 + Penalty 3463.563405 = -4865153.906486
  nChanged 14
		SP:Iteration 165Q (17711.550000 sec): 3 clusters
  Score: Raw -4868617.853105 + Penalty 3463.563405 = -4865154.289700
  nChanged 15
		SP:Iteration 166Q (17711.650000 sec): 3 clusters
  Score: Raw -4868618.221393 + Penalty 3463.563405 = -4865154.657989
  nChanged 15
		SP:Iteration 167Q (17711.750000 sec): 3 clusters
  Score: Raw -4868618.850844 + Penalty 3463.563405 = -4865155.287439
  nChanged 20
		SP:Iteration 168Q (17711.850000 sec): 3 clusters
  Score: Raw -4868619.588417 + Penalty 3463.563405 = -4865156.025012
  nChanged 20
		SP:Iteration 169Q (17711.950000 sec): 3 clusters
  Score: Raw -4868620.206524 + Penalty 3463.563405 = -4865156.643119
  nChanged 21
		SP:Iteration 170Q (17712.050000 sec): 3 clusters
  Score: Raw -4868620.828296 + Penalty 3463.563405 = -4865157.264891
  nChanged 19
		SP:Iteration 171Q (17712.150000 sec): 3 clusters
  Score: Raw -4868621.551852 + Penalty 3463.563405 = -4865157.988447
  nChanged 30
		SP:Iteration 172Q (17712.250000 sec): 3 clusters
  Score: Raw -4868622.669492 + Penalty 3463.563405 = -4865159.106088
  nChanged 27
		SP:Iteration 173Q (17712.340000 sec): 3 clusters
  Score: Raw -4868623.868560 + Penalty 3463.563405 = -4865160.305155
  nChanged 33
		SP:Iteration 174Q (17712.440000 sec): 3 clusters
  Score: Raw -4868625.256285 + Penalty 3463.563405 = -4865161.692880
  nChanged 27
		SP:Iteration 175Q (17712.540000 sec): 3 clusters
  Score: Raw -4868626.322792 + Penalty 3463.563405 = -4865162.759387
  nChanged 28
		SP:Iteration 176Q (17712.630000 sec): 3 clusters
  Score: Raw -4868627.093550 + Penalty 3463.563405 = -4865163.530145
  nChanged 20
		SP:Iteration 177Q (17712.730000 sec): 3 clusters
  Score: Raw -4868627.731244 + Penalty 3463.563405 = -4865164.167839
  nChanged 22
		SP:Iteration 178Q (17712.830000 sec): 3 clusters
  Score: Raw -4868628.467074 + Penalty 3463.563405 = -4865164.903669
  nChanged 28
		SP:Iteration 179Q (17712.930000 sec): 3 clusters
  Score: Raw -4868629.672386 + Penalty 3463.563405 = -4865166.108981
  nChanged 25
		SP:Iteration 180F (17713.030000 sec): 3 clusters
  Score: Raw -4868630.558091 + Penalty 3463.563405 = -4865166.994686
  nChanged 24
		SP:Iteration 181Q (17713.130000 sec): 3 clusters
  Score: Raw -4868631.378408 + Penalty 3463.563405 = -4865167.815003
  nChanged 18
		SP:Iteration 182Q (17713.230000 sec): 3 clusters
  Score: Raw -4868632.028818 + Penalty 3463.563405 = -4865168.465414
  nChanged 19
		SP:Iteration 183Q (17713.330000 sec): 3 clusters
  Score: Raw -4868632.720154 + Penalty 3463.563405 = -4865169.156749
  nChanged 14
		SP:Iteration 184Q (17713.430000 sec): 3 clusters
  Score: Raw -4868633.182338 + Penalty 3463.563405 = -4865169.618934
  nChanged 12
		SP:Iteration 185Q (17713.520000 sec): 3 clusters
  Score: Raw -4868633.733789 + Penalty 3463.563405 = -4865170.170384
  nChanged 13
		SP:Iteration 186Q (17713.620000 sec): 3 clusters
  Score: Raw -4868634.134064 + Penalty 3463.563405 = -4865170.570659
  nChanged 9
		SP:Iteration 187Q (17713.720000 sec): 3 clusters
  Score: Raw -4868634.340944 + Penalty 3463.563405 = -4865170.777540
  nChanged 12
		SP:Iteration 188Q (17713.810000 sec): 3 clusters
  Score: Raw -4868634.729814 + Penalty 3463.563405 = -4865171.166409
  nChanged 9
		SP:Iteration 189Q (17713.910000 sec): 3 clusters
  Score: Raw -4868634.937935 + Penalty 3463.563405 = -4865171.374530
  nChanged 8
		SP:Iteration 190Q (17714.010000 sec): 3 clusters
  Score: Raw -4868635.145795 + Penalty 3463.563405 = -4865171.582390
  nChanged 9
		SP:Iteration 191Q (17714.110000 sec): 3 clusters
  Score: Raw -4868635.397573 + Penalty 3463.563405 = -4865171.834169
  nChanged 13
		SP:Iteration 192Q (17714.210000 sec): 3 clusters
  Score: Raw -4868635.681244 + Penalty 3463.563405 = -4865172.117839
  nChanged 12
		SP:Iteration 193Q (17714.300000 sec): 3 clusters
  Score: Raw -4868636.036494 + Penalty 3463.563405 = -4865172.473089
  nChanged 13
		SP:Iteration 194Q (17714.400000 sec): 3 clusters
  Score: Raw -4868636.367992 + Penalty 3463.563405 = -4865172.804587
  nChanged 9
		SP:Iteration 195Q (17714.500000 sec): 3 clusters
  Score: Raw -4868636.764573 + Penalty 3463.563405 = -4865173.201168
  nChanged 17
		SP:Iteration 196Q (17714.600000 sec): 3 clusters
  Score: Raw -4868637.472931 + Penalty 3463.563405 = -4865173.909526
  nChanged 18
		SP:Iteration 197Q (17714.690000 sec): 3 clusters
  Score: Raw -4868638.046847 + Penalty 3463.563405 = -4865174.483443
  nChanged 17
		SP:Iteration 198Q (17714.790000 sec): 3 clusters
  Score: Raw -4868638.580678 + Penalty 3463.563405 = -4865175.017273
  nChanged 17
		SP:Iteration 199Q (17714.890000 sec): 3 clusters
  Score: Raw -4868639.179950 + Penalty 3463.563405 = -4865175.616546
  nChanged 22
		SP:Iteration 200F (17714.990000 sec): 3 clusters
  Score: Raw -4868639.875882 + Penalty 3463.563405 = -4865176.312477
  nChanged 26
		SP:Iteration 201Q (17715.090000 sec): 3 clusters
  Score: Raw -4868640.671967 + Penalty 3463.563405 = -4865177.108562
  nChanged 18
		SP:Iteration 202Q (17715.190000 sec): 3 clusters
  Score: Raw -4868641.168403 + Penalty 3463.563405 = -4865177.604998
  nChanged 12
		SP:Iteration 203Q (17715.290000 sec): 3 clusters
  Score: Raw -4868641.498288 + Penalty 3463.563405 = -4865177.934884
  nChanged 14
		SP:Iteration 204Q (17715.380000 sec): 3 clusters
  Score: Raw -4868641.988904 + Penalty 3463.563405 = -4865178.425500
  nChanged 16
		SP:Iteration 205Q (17715.480000 sec): 3 clusters
  Score: Raw -4868642.680551 + Penalty 3463.563405 = -4865179.117146
  nChanged 20
		SP:Iteration 206Q (17715.580000 sec): 3 clusters
  Score: Raw -4868643.324314 + Penalty 3463.563405 = -4865179.760909
  nChanged 12
		SP:Iteration 207Q (17715.670000 sec): 3 clusters
  Score: Raw -4868643.627977 + Penalty 3463.563405 = -4865180.064572
  nChanged 11
		SP:Iteration 208Q (17715.770000 sec): 3 clusters
  Score: Raw -4868643.905040 + Penalty 3463.563405 = -4865180.341635
  nChanged 9
		SP:Iteration 209Q (17715.870000 sec): 3 clusters
  Score: Raw -4868644.138611 + Penalty 3463.563405 = -4865180.575206
  nChanged 10
		SP:Iteration 210Q (17715.970000 sec): 3 clusters
  Score: Raw -4868644.466787 + Penalty 3463.563405 = -4865180.903382
  nChanged 11
		SP:Iteration 211Q (17716.060000 sec): 3 clusters
  Score: Raw -4868644.745159 + Penalty 3463.563405 = -4865181.181755
  nChanged 7
		SP:Iteration 212Q (17716.160000 sec): 3 clusters
  Score: Raw -4868644.915897 + Penalty 3463.563405 = -4865181.352493
  nChanged 5
		SP:Iteration 213Q (17716.260000 sec): 3 clusters
  Score: Raw -4868645.059650 + Penalty 3463.563405 = -4865181.496245
  nChanged 6
		SP:Iteration 214Q (17716.350000 sec): 3 clusters
  Score: Raw -4868645.276705 + Penalty 3463.563405 = -4865181.713301
  nChanged 8
		SP:Iteration 215Q (17716.450000 sec): 3 clusters
  Score: Raw -4868645.496222 + Penalty 3463.563405 = -4865181.932817
  nChanged 5
		SP:Iteration 216Q (17716.550000 sec): 3 clusters
  Score: Raw -4868645.639874 + Penalty 3463.563405 = -4865182.076469
  nChanged 8
		SP:Iteration 217Q (17716.650000 sec): 3 clusters
  Score: Raw -4868645.951903 + Penalty 3463.563405 = -4865182.388499
  nChanged 12
		SP:Iteration 218Q (17716.740000 sec): 3 clusters
  Score: Raw -4868646.221698 + Penalty 3463.563405 = -4865182.658294
  nChanged 3
		SP:Iteration 219Q (17716.840000 sec): 3 clusters
  Score: Raw -4868646.290150 + Penalty 3463.563405 = -4865182.726745
  nChanged 2
		SP:Iteration 220F (17716.940000 sec): 3 clusters
  Score: Raw -4868646.323191 + Penalty 3463.563405 = -4865182.759787
  nChanged 2
		SP:Iteration 221Q (17717.040000 sec): 3 clusters
  Score: Raw -4868646.375331 + Penalty 3463.563405 = -4865182.811926
  nChanged 4
		SP:Iteration 222Q (17717.140000 sec): 3 clusters
  Score: Raw -4868646.450164 + Penalty 3463.563405 = -4865182.886759
  nChanged 4
		SP:Iteration 223Q (17717.240000 sec): 3 clusters
  Score: Raw -4868646.553230 + Penalty 3463.563405 = -4865182.989825
  nChanged 5
		SP:Iteration 224Q (17717.330000 sec): 3 clusters
  Score: Raw -4868646.647013 + Penalty 3463.563405 = -4865183.083609
  nChanged 1
		SP:Iteration 225Q (17717.430000 sec): 3 clusters
  Score: Raw -4868646.691308 + Penalty 3463.563405 = -4865183.127903
  nChanged 3
		SP:Iteration 226Q (17717.530000 sec): 3 clusters
  Score: Raw -4868646.718449 + Penalty 3463.563405 = -4865183.155044
  nChanged 2
		SP:Iteration 227Q (17717.630000 sec): 3 clusters
  Score: Raw -4868646.736478 + Penalty 3463.563405 = -4865183.173073
  nChanged 2
		SP:Iteration 228Q (17717.730000 sec): 3 clusters
  Score: Raw -4868646.771507 + Penalty 3463.563405 = -4865183.208102
  nChanged 2
		SP:Iteration 229Q (17717.820000 sec): 3 clusters
  Score: Raw -4868646.795553 + Penalty 3463.563405 = -4865183.232148
  nChanged 2
		SP:Iteration 230Q (17717.920000 sec): 3 clusters
  Score: Raw -4868646.841381 + Penalty 3463.563405 = -4865183.277976
  nChanged 2
		SP:Iteration 231Q (17718.020000 sec): 3 clusters
  Score: Raw -4868646.879663 + Penalty 3463.563405 = -4865183.316258
  nChanged 1
		SP:Iteration 232Q (17718.120000 sec): 3 clusters
  Score: Raw -4868646.903807 + Penalty 3463.563405 = -4865183.340402
  nChanged 1
		SP:Iteration 233Q (17718.230000 sec): 3 clusters
  Score: Raw -4868646.917998 + Penalty 3463.563405 = -4865183.354594
  nChanged 1
		SP:Iteration 234Q (17718.320000 sec): 3 clusters
  Score: Raw -4868646.935428 + Penalty 3463.563405 = -4865183.372023
  nChanged 3
		SP:Iteration 235Q (17718.420000 sec): 3 clusters
  Score: Raw -4868646.987089 + Penalty 3463.563405 = -4865183.423685
  nChanged 2
		SP:Iteration 236Q (17718.520000 sec): 3 clusters
  Score: Raw -4868647.007371 + Penalty 3463.563405 = -4865183.443966
  nChanged 0
		SP:Iteration 237F (17718.620000 sec): 3 clusters
  Score: Raw -4868647.007371 + Penalty 3463.563405 = -4865183.443966
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17718.650000 sec): 2 clusters
  Score: Raw -51024.764920 + Penalty 1003.915919 = -50020.849001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17718.650000 sec): 3 clusters
  Score: Raw -51065.311505 + Penalty 2007.831837 = -49057.479668
  nChanged 133
		SP:Iteration 1F (17718.650000 sec): 3 clusters
  Score: Raw -51312.038192 + Penalty 2007.831837 = -49304.206355
  nChanged 43
		SP:Iteration 2F (17718.650000 sec): 3 clusters
  Score: Raw -51420.232143 + Penalty 2007.831837 = -49412.400306
  nChanged 31
		SP:Iteration 3F (17718.650000 sec): 3 clusters
  Score: Raw -51477.786806 + Penalty 2007.831837 = -49469.954969
  nChanged 6
		SP:Iteration 4Q (17718.650000 sec): 3 clusters
  Score: Raw -51488.392504 + Penalty 2007.831837 = -49480.560667
  nChanged 7
		SP:Iteration 5Q (17718.650000 sec): 3 clusters
  Score: Raw -51496.832946 + Penalty 2007.831837 = -49489.001109
  nChanged 7
		SP:Iteration 6Q (17718.650000 sec): 3 clusters
  Score: Raw -51508.860118 + Penalty 2007.831837 = -49501.028281
  nChanged 5
		SP:Iteration 7Q (17718.650000 sec): 3 clusters
  Score: Raw -51517.114166 + Penalty 2007.831837 = -49509.282329
  nChanged 5
		SP:Iteration 8Q (17718.650000 sec): 3 clusters
  Score: Raw -51586.633958 + Penalty 2007.831837 = -49578.802121
  nChanged 7
		SP:Iteration 9Q (17718.660000 sec): 3 clusters
  Score: Raw -51637.239928 + Penalty 2007.831837 = -49629.408091
  nChanged 5
		SP:Iteration 10Q (17718.660000 sec): 3 clusters
  Score: Raw -51687.174234 + Penalty 2007.831837 = -49679.342397
  nChanged 8
		SP:Iteration 11Q (17718.660000 sec): 3 clusters
  Score: Raw -51741.030156 + Penalty 2007.831837 = -49733.198319
  nChanged 5
		SP:Iteration 12Q (17718.660000 sec): 3 clusters
  Score: Raw -51749.152539 + Penalty 2007.831837 = -49741.320701
  nChanged 3
		SP:Iteration 13Q (17718.660000 sec): 3 clusters
  Score: Raw -51753.907782 + Penalty 2007.831837 = -49746.075945
  nChanged 0
		SP:Iteration 14F (17718.660000 sec): 3 clusters
  Score: Raw -51753.907782 + Penalty 2007.831837 = -49746.075945
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (26784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17718.730000 sec): 2 clusters
  Score: Raw -3298178.066203 + Penalty 1656.778496 = -3296521.287707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17718.800000 sec): 3 clusters
  Score: Raw -3281612.646656 + Penalty 3313.556991 = -3278299.089664
  nChanged 12273
		SP:Iteration 1F (17718.870000 sec): 3 clusters
  Score: Raw -3288625.077203 + Penalty 3313.556991 = -3285311.520211
  nChanged 1214
		SP:Iteration 2Q (17718.930000 sec): 3 clusters
  Score: Raw -3289040.852164 + Penalty 3313.556991 = -3285727.295172
  nChanged 1110
		SP:Iteration 3Q (17719.000000 sec): 3 clusters
  Score: Raw -3289442.445702 + Penalty 3313.556991 = -3286128.888711
  nChanged 1133
		SP:Iteration 4Q (17719.070000 sec): 3 clusters
  Score: Raw -3289903.290659 + Penalty 3313.556991 = -3286589.733668
  nChanged 1171
		SP:Iteration 5Q (17719.130000 sec): 3 clusters
  Score: Raw -3290381.635925 + Penalty 3313.556991 = -3287068.078933
  nChanged 1138
		SP:Iteration 6Q (17719.200000 sec): 3 clusters
  Score: Raw -3290915.131886 + Penalty 3313.556991 = -3287601.574895
  nChanged 1269
		SP:Iteration 7Q (17719.270000 sec): 3 clusters
  Score: Raw -3291673.531414 + Penalty 3313.556991 = -3288359.974422
  nChanged 1446
		SP:Iteration 8F (17719.330000 sec): 3 clusters
  Score: Raw -3292686.471840 + Penalty 3313.556991 = -3289372.914849
  nChanged 1512
		SP:Iteration 9F (17719.400000 sec): 3 clusters
  Score: Raw -3293689.069033 + Penalty 3313.556991 = -3290375.512042
  nChanged 1235
		SP:Iteration 10Q (17719.470000 sec): 3 clusters
  Score: Raw -3294298.940022 + Penalty 3313.556991 = -3290985.383030
  nChanged 865
		SP:Iteration 11Q (17719.530000 sec): 3 clusters
  Score: Raw -3294583.423620 + Penalty 3313.556991 = -3291269.866629
  nChanged 503
		SP:Iteration 12Q (17719.590000 sec): 3 clusters
  Score: Raw -3294697.335106 + Penalty 3313.556991 = -3291383.778114
  nChanged 324
		SP:Iteration 13Q (17719.660000 sec): 3 clusters
  Score: Raw -3294758.342575 + Penalty 3313.556991 = -3291444.785584
  nChanged 238
		SP:Iteration 14Q (17719.720000 sec): 3 clusters
  Score: Raw -3294801.227799 + Penalty 3313.556991 = -3291487.670807
  nChanged 218
		SP:Iteration 15Q (17719.790000 sec): 3 clusters
  Score: Raw -3294844.646885 + Penalty 3313.556991 = -3291531.089894
  nChanged 229
		SP:Iteration 16Q (17719.850000 sec): 3 clusters
  Score: Raw -3294885.429843 + Penalty 3313.556991 = -3291571.872852
  nChanged 203
		SP:Iteration 17Q (17719.910000 sec): 3 clusters
  Score: Raw -3294920.565731 + Penalty 3313.556991 = -3291607.008740
  nChanged 187
		SP:Iteration 18Q (17719.980000 sec): 3 clusters
  Score: Raw -3294952.951881 + Penalty 3313.556991 = -3291639.394890
  nChanged 166
		SP:Iteration 19Q (17720.040000 sec): 3 clusters
  Score: Raw -3294974.115975 + Penalty 3313.556991 = -3291660.558984
  nChanged 138
		SP:Iteration 20F (17720.110000 sec): 3 clusters
  Score: Raw -3294992.898749 + Penalty 3313.556991 = -3291679.341758
  nChanged 146
		SP:Iteration 21Q (17720.170000 sec): 3 clusters
  Score: Raw -3295010.143550 + Penalty 3313.556991 = -3291696.586559
  nChanged 112
		SP:Iteration 22Q (17720.230000 sec): 3 clusters
  Score: Raw -3295022.505903 + Penalty 3313.556991 = -3291708.948912
  nChanged 107
		SP:Iteration 23Q (17720.290000 sec): 3 clusters
  Score: Raw -3295034.458409 + Penalty 3313.556991 = -3291720.901418
  nChanged 101
		SP:Iteration 24Q (17720.360000 sec): 3 clusters
  Score: Raw -3295045.144139 + Penalty 3313.556991 = -3291731.587148
  nChanged 102
		SP:Iteration 25Q (17720.420000 sec): 3 clusters
  Score: Raw -3295057.915164 + Penalty 3313.556991 = -3291744.358173
  nChanged 100
		SP:Iteration 26Q (17720.490000 sec): 3 clusters
  Score: Raw -3295071.458021 + Penalty 3313.556991 = -3291757.901029
  nChanged 115
		SP:Iteration 27Q (17720.550000 sec): 3 clusters
  Score: Raw -3295085.189573 + Penalty 3313.556991 = -3291771.632582
  nChanged 115
		SP:Iteration 28Q (17720.610000 sec): 3 clusters
  Score: Raw -3295099.657788 + Penalty 3313.556991 = -3291786.100796
  nChanged 113
		SP:Iteration 29Q (17720.670000 sec): 3 clusters
  Score: Raw -3295113.682272 + Penalty 3313.556991 = -3291800.125281
  nChanged 102
		SP:Iteration 30Q (17720.740000 sec): 3 clusters
  Score: Raw -3295126.716481 + Penalty 3313.556991 = -3291813.159490
  nChanged 110
		SP:Iteration 31Q (17720.800000 sec): 3 clusters
  Score: Raw -3295142.188098 + Penalty 3313.556991 = -3291828.631106
  nChanged 135
		SP:Iteration 32Q (17720.870000 sec): 3 clusters
  Score: Raw -3295160.388927 + Penalty 3313.556991 = -3291846.831936
  nChanged 136
		SP:Iteration 33Q (17720.930000 sec): 3 clusters
  Score: Raw -3295179.840349 + Penalty 3313.556991 = -3291866.283358
  nChanged 144
		SP:Iteration 34Q (17720.990000 sec): 3 clusters
  Score: Raw -3295202.362426 + Penalty 3313.556991 = -3291888.805435
  nChanged 135
		SP:Iteration 35Q (17721.050000 sec): 3 clusters
  Score: Raw -3295223.533216 + Penalty 3313.556991 = -3291909.976225
  nChanged 142
		SP:Iteration 36Q (17721.110000 sec): 3 clusters
  Score: Raw -3295243.257900 + Penalty 3313.556991 = -3291929.700908
  nChanged 138
		SP:Iteration 37Q (17721.180000 sec): 3 clusters
  Score: Raw -3295262.524718 + Penalty 3313.556991 = -3291948.967727
  nChanged 124
		SP:Iteration 38Q (17721.240000 sec): 3 clusters
  Score: Raw -3295278.168676 + Penalty 3313.556991 = -3291964.611684
  nChanged 110
		SP:Iteration 39Q (17721.310000 sec): 3 clusters
  Score: Raw -3295291.463872 + Penalty 3313.556991 = -3291977.906880
  nChanged 111
		SP:Iteration 40F (17721.370000 sec): 3 clusters
  Score: Raw -3295305.886129 + Penalty 3313.556991 = -3291992.329137
  nChanged 121
		SP:Iteration 41Q (17721.440000 sec): 3 clusters
  Score: Raw -3295322.994200 + Penalty 3313.556991 = -3292009.437209
  nChanged 142
		SP:Iteration 42Q (17721.500000 sec): 3 clusters
  Score: Raw -3295345.903232 + Penalty 3313.556991 = -3292032.346241
  nChanged 154
		SP:Iteration 43Q (17721.570000 sec): 3 clusters
  Score: Raw -3295369.599104 + Penalty 3313.556991 = -3292056.042113
  nChanged 156
		SP:Iteration 44Q (17721.630000 sec): 3 clusters
  Score: Raw -3295392.018373 + Penalty 3313.556991 = -3292078.461382
  nChanged 160
		SP:Iteration 45Q (17721.690000 sec): 3 clusters
  Score: Raw -3295415.155163 + Penalty 3313.556991 = -3292101.598172
  nChanged 159
		SP:Iteration 46Q (17721.750000 sec): 3 clusters
  Score: Raw -3295440.241083 + Penalty 3313.556991 = -3292126.684092
  nChanged 150
		SP:Iteration 47Q (17721.810000 sec): 3 clusters
  Score: Raw -3295466.006481 + Penalty 3313.556991 = -3292152.449489
  nChanged 150
		SP:Iteration 48Q (17721.880000 sec): 3 clusters
  Score: Raw -3295494.722488 + Penalty 3313.556991 = -3292181.165496
  nChanged 160
		SP:Iteration 49Q (17721.940000 sec): 3 clusters
  Score: Raw -3295526.534546 + Penalty 3313.556991 = -3292212.977555
  nChanged 160
		SP:Iteration 50Q (17722.000000 sec): 3 clusters
  Score: Raw -3295559.815797 + Penalty 3313.556991 = -3292246.258806
  nChanged 177
		SP:Iteration 51Q (17722.060000 sec): 3 clusters
  Score: Raw -3295594.698962 + Penalty 3313.556991 = -3292281.141970
  nChanged 183
		SP:Iteration 52Q (17722.130000 sec): 3 clusters
  Score: Raw -3295628.751807 + Penalty 3313.556991 = -3292315.194815
  nChanged 173
		SP:Iteration 53Q (17722.190000 sec): 3 clusters
  Score: Raw -3295658.203792 + Penalty 3313.556991 = -3292344.646801
  nChanged 179
		SP:Iteration 54Q (17722.250000 sec): 3 clusters
  Score: Raw -3295689.428505 + Penalty 3313.556991 = -3292375.871513
  nChanged 177
		SP:Iteration 55Q (17722.310000 sec): 3 clusters
  Score: Raw -3295722.835853 + Penalty 3313.556991 = -3292409.278861
  nChanged 184
		SP:Iteration 56Q (17722.370000 sec): 3 clusters
  Score: Raw -3295759.154092 + Penalty 3313.556991 = -3292445.597100
  nChanged 183
		SP:Iteration 57Q (17722.430000 sec): 3 clusters
  Score: Raw -3295796.338870 + Penalty 3313.556991 = -3292482.781879
  nChanged 185
		SP:Iteration 58Q (17722.490000 sec): 3 clusters
  Score: Raw -3295829.225445 + Penalty 3313.556991 = -3292515.668454
  nChanged 160
		SP:Iteration 59Q (17722.550000 sec): 3 clusters
  Score: Raw -3295857.358327 + Penalty 3313.556991 = -3292543.801336
  nChanged 167
		SP:Iteration 60F (17722.620000 sec): 3 clusters
  Score: Raw -3295888.211999 + Penalty 3313.556991 = -3292574.655008
  nChanged 179
		SP:Iteration 61Q (17722.680000 sec): 3 clusters
  Score: Raw -3295922.612104 + Penalty 3313.556991 = -3292609.055112
  nChanged 177
		SP:Iteration 62Q (17722.740000 sec): 3 clusters
  Score: Raw -3295958.887727 + Penalty 3313.556991 = -3292645.330735
  nChanged 194
		SP:Iteration 63Q (17722.800000 sec): 3 clusters
  Score: Raw -3296002.833753 + Penalty 3313.556991 = -3292689.276762
  nChanged 202
		SP:Iteration 64Q (17722.860000 sec): 3 clusters
  Score: Raw -3296050.523301 + Penalty 3313.556991 = -3292736.966309
  nChanged 223
		SP:Iteration 65Q (17722.920000 sec): 3 clusters
  Score: Raw -3296105.267869 + Penalty 3313.556991 = -3292791.710878
  nChanged 226
		SP:Iteration 66Q (17722.980000 sec): 3 clusters
  Score: Raw -3296163.227998 + Penalty 3313.556991 = -3292849.671007
  nChanged 241
		SP:Iteration 67Q (17723.040000 sec): 3 clusters
  Score: Raw -3296228.638877 + Penalty 3313.556991 = -3292915.081886
  nChanged 248
		SP:Iteration 68Q (17723.090000 sec): 3 clusters
  Score: Raw -3296301.586872 + Penalty 3313.556991 = -3292988.029881
  nChanged 256
		SP:Iteration 69Q (17723.150000 sec): 3 clusters
  Score: Raw -3296377.453774 + Penalty 3313.556991 = -3293063.896783
  nChanged 244
		SP:Iteration 70Q (17723.210000 sec): 3 clusters
  Score: Raw -3296450.888781 + Penalty 3313.556991 = -3293137.331790
  nChanged 254
		SP:Iteration 71Q (17723.270000 sec): 3 clusters
  Score: Raw -3296530.835895 + Penalty 3313.556991 = -3293217.278904
  nChanged 252
		SP:Iteration 72Q (17723.320000 sec): 3 clusters
  Score: Raw -3296613.940435 + Penalty 3313.556991 = -3293300.383444
  nChanged 263
		SP:Iteration 73Q (17723.380000 sec): 3 clusters
  Score: Raw -3296703.304546 + Penalty 3313.556991 = -3293389.747554
  nChanged 265
		SP:Iteration 74Q (17723.430000 sec): 3 clusters
  Score: Raw -3296797.619302 + Penalty 3313.556991 = -3293484.062310
  nChanged 266
		SP:Iteration 75Q (17723.490000 sec): 3 clusters
  Score: Raw -3296909.539935 + Penalty 3313.556991 = -3293595.982943
  nChanged 279
		SP:Iteration 76Q (17723.540000 sec): 3 clusters
  Score: Raw -3297032.881481 + Penalty 3313.556991 = -3293719.324489
  nChanged 268
		SP:Iteration 77Q (17723.600000 sec): 3 clusters
  Score: Raw -3297150.892705 + Penalty 3313.556991 = -3293837.335713
  nChanged 248
		SP:Iteration 78Q (17723.650000 sec): 3 clusters
  Score: Raw -3297269.581910 + Penalty 3313.556991 = -3293956.024919
  nChanged 250
		SP:Iteration 79Q (17723.710000 sec): 3 clusters
  Score: Raw -3297388.433588 + Penalty 3313.556991 = -3294074.876597
  nChanged 239
		SP:Iteration 80F (17723.770000 sec): 3 clusters
  Score: Raw -3297511.042056 + Penalty 3313.556991 = -3294197.485065
  nChanged 220
		SP:Iteration 81Q (17723.820000 sec): 3 clusters
  Score: Raw -3297623.707358 + Penalty 3313.556991 = -3294310.150367
  nChanged 197
		SP:Iteration 82Q (17723.870000 sec): 3 clusters
  Score: Raw -3297728.670837 + Penalty 3313.556991 = -3294415.113846
  nChanged 174
		SP:Iteration 83Q (17723.930000 sec): 3 clusters
  Score: Raw -3297840.149321 + Penalty 3313.556991 = -3294526.592329
  nChanged 158
		SP:Iteration 84Q (17723.970000 sec): 3 clusters
  Score: Raw -3297971.068883 + Penalty 3313.556991 = -3294657.511892
  nChanged 143
		SP:Iteration 85Q (17724.030000 sec): 3 clusters
  Score: Raw -3298087.131771 + Penalty 3313.556991 = -3294773.574780
  nChanged 116
		SP:Iteration 86Q (17724.070000 sec): 3 clusters
  Score: Raw -3298166.053769 + Penalty 3313.556991 = -3294852.496778
  nChanged 106
		SP:Iteration 87Q (17724.120000 sec): 3 clusters
  Score: Raw -3298218.215093 + Penalty 3313.556991 = -3294904.658102
  nChanged 68
		SP:Iteration 88Q (17724.170000 sec): 3 clusters
  Score: Raw -3298247.408760 + Penalty 3313.556991 = -3294933.851769
  nChanged 66
		SP:Iteration 89Q (17724.220000 sec): 3 clusters
  Score: Raw -3298269.070488 + Penalty 3313.556991 = -3294955.513497
  nChanged 46
		SP:Iteration 90Q (17724.270000 sec): 3 clusters
  Score: Raw -3298285.674173 + Penalty 3313.556991 = -3294972.117181
  nChanged 40
		SP:Iteration 91Q (17724.320000 sec): 3 clusters
  Score: Raw -3298301.107990 + Penalty 3313.556991 = -3294987.550999
  nChanged 37
		SP:Iteration 92Q (17724.370000 sec): 3 clusters
  Score: Raw -3298312.612179 + Penalty 3313.556991 = -3294999.055188
  nChanged 31
		SP:Iteration 93Q (17724.420000 sec): 3 clusters
  Score: Raw -3298322.075069 + Penalty 3313.556991 = -3295008.518077
  nChanged 26
		SP:Iteration 94Q (17724.470000 sec): 3 clusters
  Score: Raw -3298329.035758 + Penalty 3313.556991 = -3295015.478767
  nChanged 16
		SP:Iteration 95Q (17724.520000 sec): 3 clusters
  Score: Raw -3298334.879705 + Penalty 3313.556991 = -3295021.322714
  nChanged 18
		SP:Iteration 96Q (17724.570000 sec): 3 clusters
  Score: Raw -3298339.978180 + Penalty 3313.556991 = -3295026.421189
  nChanged 15
		SP:Iteration 97Q (17724.610000 sec): 3 clusters
  Score: Raw -3298343.545863 + Penalty 3313.556991 = -3295029.988871
  nChanged 9
		SP:Iteration 98Q (17724.660000 sec): 3 clusters
  Score: Raw -3298345.875214 + Penalty 3313.556991 = -3295032.318223
  nChanged 11
		SP:Iteration 99Q (17724.710000 sec): 3 clusters
  Score: Raw -3298348.733693 + Penalty 3313.556991 = -3295035.176702
  nChanged 11
		SP:Iteration 100F (17724.780000 sec): 3 clusters
  Score: Raw -3298352.004277 + Penalty 3313.556991 = -3295038.447285
  nChanged 12
		SP:Iteration 101Q (17724.830000 sec): 3 clusters
  Score: Raw -3298356.182736 + Penalty 3313.556991 = -3295042.625745
  nChanged 11
		SP:Iteration 102Q (17724.880000 sec): 3 clusters
  Score: Raw -3298359.212519 + Penalty 3313.556991 = -3295045.655527
  nChanged 11
		SP:Iteration 103Q (17724.930000 sec): 3 clusters
  Score: Raw -3298361.970160 + Penalty 3313.556991 = -3295048.413168
  nChanged 7
		SP:Iteration 104Q (17724.970000 sec): 3 clusters
  Score: Raw -3298363.952125 + Penalty 3313.556991 = -3295050.395134
  nChanged 7
		SP:Iteration 105Q (17725.020000 sec): 3 clusters
  Score: Raw -3298366.228953 + Penalty 3313.556991 = -3295052.671961
  nChanged 8
		SP:Iteration 106Q (17725.070000 sec): 3 clusters
  Score: Raw -3298369.084883 + Penalty 3313.556991 = -3295055.527891
  nChanged 11
		SP:Iteration 107Q (17725.120000 sec): 3 clusters
  Score: Raw -3298372.181527 + Penalty 3313.556991 = -3295058.624535
  nChanged 11
		SP:Iteration 108Q (17725.170000 sec): 3 clusters
  Score: Raw -3298375.371941 + Penalty 3313.556991 = -3295061.814949
  nChanged 6
		SP:Iteration 109Q (17725.210000 sec): 3 clusters
  Score: Raw -3298377.161736 + Penalty 3313.556991 = -3295063.604745
  nChanged 4
		SP:Iteration 110Q (17725.260000 sec): 3 clusters
  Score: Raw -3298378.224413 + Penalty 3313.556991 = -3295064.667421
  nChanged 5
		SP:Iteration 111Q (17725.310000 sec): 3 clusters
  Score: Raw -3298380.086077 + Penalty 3313.556991 = -3295066.529086
  nChanged 9
		SP:Iteration 112Q (17725.360000 sec): 3 clusters
  Score: Raw -3298382.776365 + Penalty 3313.556991 = -3295069.219373
  nChanged 1
		SP:Iteration 113Q (17725.410000 sec): 3 clusters
  Score: Raw -3298383.240822 + Penalty 3313.556991 = -3295069.683831
  nChanged 4
		SP:Iteration 114Q (17725.450000 sec): 3 clusters
  Score: Raw -3298384.167530 + Penalty 3313.556991 = -3295070.610539
  nChanged 3
		SP:Iteration 115Q (17725.500000 sec): 3 clusters
  Score: Raw -3298385.099407 + Penalty 3313.556991 = -3295071.542416
  nChanged 3
		SP:Iteration 116Q (17725.550000 sec): 3 clusters
  Score: Raw -3298385.817273 + Penalty 3313.556991 = -3295072.260281
  nChanged 2
		SP:Iteration 117Q (17725.600000 sec): 3 clusters
  Score: Raw -3298386.079104 + Penalty 3313.556991 = -3295072.522113
  nChanged 0
		SP:Iteration 118F (17725.670000 sec): 3 clusters
  Score: Raw -3298386.079104 + Penalty 3313.556991 = -3295072.522113
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17725.690000 sec): 2 clusters
  Score: Raw -917623.906119 + Penalty 1465.813341 = -916158.092778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17725.710000 sec): 3 clusters
  Score: Raw -912967.021146 + Penalty 2931.626681 = -910035.394465
  nChanged 3576
		SP:Iteration 1F (17725.730000 sec): 3 clusters
  Score: Raw -915060.689800 + Penalty 2931.626681 = -912129.063119
  nChanged 598
		SP:Iteration 2F (17725.750000 sec): 3 clusters
  Score: Raw -915359.906414 + Penalty 2931.626681 = -912428.279733
  nChanged 508
		SP:Iteration 3F (17725.770000 sec): 3 clusters
  Score: Raw -915604.367193 + Penalty 2931.626681 = -912672.740512
  nChanged 426
		SP:Iteration 4F (17725.790000 sec): 3 clusters
  Score: Raw -915795.065812 + Penalty 2931.626681 = -912863.439131
  nChanged 385
		SP:Iteration 5Q (17725.810000 sec): 3 clusters
  Score: Raw -915969.118239 + Penalty 2931.626681 = -913037.491558
  nChanged 341
		SP:Iteration 6Q (17725.830000 sec): 3 clusters
  Score: Raw -916126.487030 + Penalty 2931.626681 = -913194.860349
  nChanged 311
		SP:Iteration 7Q (17725.850000 sec): 3 clusters
  Score: Raw -916272.479347 + Penalty 2931.626681 = -913340.852666
  nChanged 303
		SP:Iteration 8Q (17725.870000 sec): 3 clusters
  Score: Raw -916416.438945 + Penalty 2931.626681 = -913484.812264
  nChanged 304
		SP:Iteration 9Q (17725.890000 sec): 3 clusters
  Score: Raw -916578.757837 + Penalty 2931.626681 = -913647.131155
  nChanged 314
		SP:Iteration 10Q (17725.910000 sec): 3 clusters
  Score: Raw -916779.261027 + Penalty 2931.626681 = -913847.634346
  nChanged 341
		SP:Iteration 11Q (17725.930000 sec): 3 clusters
  Score: Raw -917021.855072 + Penalty 2931.626681 = -914090.228391
  nChanged 323
		SP:Iteration 12Q (17725.950000 sec): 3 clusters
  Score: Raw -917259.101124 + Penalty 2931.626681 = -914327.474443
  nChanged 302
		SP:Iteration 13Q (17725.970000 sec): 3 clusters
  Score: Raw -917501.969987 + Penalty 2931.626681 = -914570.343306
  nChanged 268
		SP:Iteration 14Q (17725.990000 sec): 3 clusters
  Score: Raw -917718.776806 + Penalty 2931.626681 = -914787.150125
  nChanged 229
		SP:Iteration 15Q (17726.010000 sec): 3 clusters
  Score: Raw -917891.279878 + Penalty 2931.626681 = -914959.653197
  nChanged 160
		SP:Iteration 16Q (17726.030000 sec): 3 clusters
  Score: Raw -917986.628335 + Penalty 2931.626681 = -915055.001654
  nChanged 108
		SP:Iteration 17Q (17726.050000 sec): 3 clusters
  Score: Raw -918048.382724 + Penalty 2931.626681 = -915116.756043
  nChanged 70
		SP:Iteration 18Q (17726.060000 sec): 3 clusters
  Score: Raw -918094.002483 + Penalty 2931.626681 = -915162.375802
  nChanged 64
		SP:Iteration 19Q (17726.080000 sec): 3 clusters
  Score: Raw -918139.787658 + Penalty 2931.626681 = -915208.160977
  nChanged 47
		SP:Iteration 20F (17726.100000 sec): 3 clusters
  Score: Raw -918167.586422 + Penalty 2931.626681 = -915235.959741
  nChanged 39
		SP:Iteration 21Q (17726.120000 sec): 3 clusters
  Score: Raw -918189.358651 + Penalty 2931.626681 = -915257.731970
  nChanged 29
		SP:Iteration 22Q (17726.130000 sec): 3 clusters
  Score: Raw -918208.239441 + Penalty 2931.626681 = -915276.612759
  nChanged 27
		SP:Iteration 23Q (17726.150000 sec): 3 clusters
  Score: Raw -918222.329944 + Penalty 2931.626681 = -915290.703263
  nChanged 20
		SP:Iteration 24Q (17726.170000 sec): 3 clusters
  Score: Raw -918233.803526 + Penalty 2931.626681 = -915302.176845
  nChanged 17
		SP:Iteration 25Q (17726.190000 sec): 3 clusters
  Score: Raw -918243.693761 + Penalty 2931.626681 = -915312.067080
  nChanged 11
		SP:Iteration 26Q (17726.200000 sec): 3 clusters
  Score: Raw -918249.291329 + Penalty 2931.626681 = -915317.664648
  nChanged 6
		SP:Iteration 27Q (17726.220000 sec): 3 clusters
  Score: Raw -918252.724700 + Penalty 2931.626681 = -915321.098019
  nChanged 13
		SP:Iteration 28Q (17726.230000 sec): 3 clusters
  Score: Raw -918259.337322 + Penalty 2931.626681 = -915327.710641
  nChanged 8
		SP:Iteration 29Q (17726.250000 sec): 3 clusters
  Score: Raw -918266.488026 + Penalty 2931.626681 = -915334.861345
  nChanged 11
		SP:Iteration 30Q (17726.270000 sec): 3 clusters
  Score: Raw -918271.713581 + Penalty 2931.626681 = -915340.086900
  nChanged 8
		SP:Iteration 31Q (17726.280000 sec): 3 clusters
  Score: Raw -918277.341860 + Penalty 2931.626681 = -915345.715179
  nChanged 9
		SP:Iteration 32Q (17726.300000 sec): 3 clusters
  Score: Raw -918283.414424 + Penalty 2931.626681 = -915351.787742
  nChanged 7
		SP:Iteration 33Q (17726.310000 sec): 3 clusters
  Score: Raw -918287.452990 + Penalty 2931.626681 = -915355.826309
  nChanged 9
		SP:Iteration 34Q (17726.330000 sec): 3 clusters
  Score: Raw -918291.397501 + Penalty 2931.626681 = -915359.770820
  nChanged 6
		SP:Iteration 35Q (17726.350000 sec): 3 clusters
  Score: Raw -918294.209073 + Penalty 2931.626681 = -915362.582392
  nChanged 1
		SP:Iteration 36Q (17726.360000 sec): 3 clusters
  Score: Raw -918294.708171 + Penalty 2931.626681 = -915363.081490
  nChanged 1
		SP:Iteration 37Q (17726.380000 sec): 3 clusters
  Score: Raw -918295.216546 + Penalty 2931.626681 = -915363.589865
  nChanged 1
		SP:Iteration 38Q (17726.390000 sec): 3 clusters
  Score: Raw -918295.531060 + Penalty 2931.626681 = -915363.904379
  nChanged 0
		SP:Iteration 39F (17726.410000 sec): 3 clusters
  Score: Raw -918295.531060 + Penalty 2931.626681 = -915363.904379
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17726.430000 sec): 2 clusters
  Score: Raw -233409.454662 + Penalty 1245.608767 = -232163.845895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17726.430000 sec): 3 clusters
  Score: Raw -232475.382242 + Penalty 2491.217534 = -229984.164709
  nChanged 738
		SP:Iteration 1F (17726.430000 sec): 3 clusters
  Score: Raw -232988.423579 + Penalty 2491.217534 = -230497.206046
  nChanged 179
		SP:Iteration 2F (17726.440000 sec): 3 clusters
  Score: Raw -233135.753485 + Penalty 2491.217534 = -230644.535951
  nChanged 132
		SP:Iteration 3F (17726.450000 sec): 3 clusters
  Score: Raw -233241.047049 + Penalty 2491.217534 = -230749.829516
  nChanged 83
		SP:Iteration 4Q (17726.450000 sec): 3 clusters
  Score: Raw -233304.728689 + Penalty 2491.217534 = -230813.511155
  nChanged 77
		SP:Iteration 5Q (17726.450000 sec): 3 clusters
  Score: Raw -233361.078454 + Penalty 2491.217534 = -230869.860920
  nChanged 62
		SP:Iteration 6Q (17726.460000 sec): 3 clusters
  Score: Raw -233409.041276 + Penalty 2491.217534 = -230917.823742
  nChanged 52
		SP:Iteration 7Q (17726.470000 sec): 3 clusters
  Score: Raw -233444.131528 + Penalty 2491.217534 = -230952.913994
  nChanged 47
		SP:Iteration 8Q (17726.470000 sec): 3 clusters
  Score: Raw -233474.851969 + Penalty 2491.217534 = -230983.634435
  nChanged 46
		SP:Iteration 9Q (17726.470000 sec): 3 clusters
  Score: Raw -233510.783790 + Penalty 2491.217534 = -231019.566256
  nChanged 40
		SP:Iteration 10Q (17726.480000 sec): 3 clusters
  Score: Raw -233535.312792 + Penalty 2491.217534 = -231044.095259
  nChanged 32
		SP:Iteration 11Q (17726.490000 sec): 3 clusters
  Score: Raw -233553.855931 + Penalty 2491.217534 = -231062.638397
  nChanged 33
		SP:Iteration 12Q (17726.490000 sec): 3 clusters
  Score: Raw -233575.620202 + Penalty 2491.217534 = -231084.402668
  nChanged 32
		SP:Iteration 13Q (17726.490000 sec): 3 clusters
  Score: Raw -233596.547796 + Penalty 2491.217534 = -231105.330263
  nChanged 28
		SP:Iteration 14Q (17726.500000 sec): 3 clusters
  Score: Raw -233622.996144 + Penalty 2491.217534 = -231131.778610
  nChanged 31
		SP:Iteration 15Q (17726.500000 sec): 3 clusters
  Score: Raw -233641.178531 + Penalty 2491.217534 = -231149.960997
  nChanged 25
		SP:Iteration 16Q (17726.510000 sec): 3 clusters
  Score: Raw -233658.058271 + Penalty 2491.217534 = -231166.840737
  nChanged 21
		SP:Iteration 17Q (17726.510000 sec): 3 clusters
  Score: Raw -233669.294580 + Penalty 2491.217534 = -231178.077046
  nChanged 13
		SP:Iteration 18Q (17726.520000 sec): 3 clusters
  Score: Raw -233676.043221 + Penalty 2491.217534 = -231184.825688
  nChanged 13
		SP:Iteration 19Q (17726.520000 sec): 3 clusters
  Score: Raw -233682.110663 + Penalty 2491.217534 = -231190.893129
  nChanged 10
		SP:Iteration 20F (17726.530000 sec): 3 clusters
  Score: Raw -233686.002565 + Penalty 2491.217534 = -231194.785032
  nChanged 4
		SP:Iteration 21Q (17726.530000 sec): 3 clusters
  Score: Raw -233688.314929 + Penalty 2491.217534 = -231197.097396
  nChanged 6
		SP:Iteration 22Q (17726.540000 sec): 3 clusters
  Score: Raw -233691.090578 + Penalty 2491.217534 = -231199.873044
  nChanged 7
		SP:Iteration 23Q (17726.540000 sec): 3 clusters
  Score: Raw -233694.615944 + Penalty 2491.217534 = -231203.398410
  nChanged 3
		SP:Iteration 24Q (17726.550000 sec): 3 clusters
  Score: Raw -233695.986238 + Penalty 2491.217534 = -231204.768705
  nChanged 4
		SP:Iteration 25Q (17726.550000 sec): 3 clusters
  Score: Raw -233697.097724 + Penalty 2491.217534 = -231205.880190
  nChanged 2
		SP:Iteration 26Q (17726.560000 sec): 3 clusters
  Score: Raw -233698.325735 + Penalty 2491.217534 = -231207.108201
  nChanged 3
		SP:Iteration 27Q (17726.560000 sec): 3 clusters
  Score: Raw -233700.053744 + Penalty 2491.217534 = -231208.836210
  nChanged 3
		SP:Iteration 28Q (17726.570000 sec): 3 clusters
  Score: Raw -233701.583373 + Penalty 2491.217534 = -231210.365839
  nChanged 4
		SP:Iteration 29Q (17726.570000 sec): 3 clusters
  Score: Raw -233704.379254 + Penalty 2491.217534 = -231213.161721
  nChanged 3
		SP:Iteration 30Q (17726.580000 sec): 3 clusters
  Score: Raw -233705.802159 + Penalty 2491.217534 = -231214.584625
  nChanged 0
		SP:Iteration 31F (17726.580000 sec): 3 clusters
  Score: Raw -233705.802159 + Penalty 2491.217534 = -231214.584625
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17726.600000 sec): 2 clusters
  Score: Raw -766718.300772 + Penalty 1420.278719 = -765298.022054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17726.620000 sec): 3 clusters
  Score: Raw -763387.941139 + Penalty 2840.557437 = -760547.383702
  nChanged 2545
		SP:Iteration 1F (17726.630000 sec): 3 clusters
  Score: Raw -764787.443808 + Penalty 2840.557437 = -761946.886371
  nChanged 443
		SP:Iteration 2F (17726.650000 sec): 3 clusters
  Score: Raw -765013.838921 + Penalty 2840.557437 = -762173.281484
  nChanged 320
		SP:Iteration 3F (17726.660000 sec): 3 clusters
  Score: Raw -765151.988729 + Penalty 2840.557437 = -762311.431292
  nChanged 253
		SP:Iteration 4Q (17726.680000 sec): 3 clusters
  Score: Raw -765255.462635 + Penalty 2840.557437 = -762414.905198
  nChanged 196
		SP:Iteration 5Q (17726.690000 sec): 3 clusters
  Score: Raw -765336.655122 + Penalty 2840.557437 = -762496.097685
  nChanged 165
		SP:Iteration 6Q (17726.710000 sec): 3 clusters
  Score: Raw -765394.416018 + Penalty 2840.557437 = -762553.858581
  nChanged 149
		SP:Iteration 7Q (17726.720000 sec): 3 clusters
  Score: Raw -765455.582785 + Penalty 2840.557437 = -762615.025348
  nChanged 135
		SP:Iteration 8Q (17726.730000 sec): 3 clusters
  Score: Raw -765520.722408 + Penalty 2840.557437 = -762680.164971
  nChanged 149
		SP:Iteration 9Q (17726.750000 sec): 3 clusters
  Score: Raw -765590.889587 + Penalty 2840.557437 = -762750.332150
  nChanged 132
		SP:Iteration 10Q (17726.770000 sec): 3 clusters
  Score: Raw -765636.042610 + Penalty 2840.557437 = -762795.485172
  nChanged 110
		SP:Iteration 11Q (17726.780000 sec): 3 clusters
  Score: Raw -765677.470283 + Penalty 2840.557437 = -762836.912846
  nChanged 115
		SP:Iteration 12Q (17726.790000 sec): 3 clusters
  Score: Raw -765718.582651 + Penalty 2840.557437 = -762878.025214
  nChanged 116
		SP:Iteration 13Q (17726.810000 sec): 3 clusters
  Score: Raw -765755.265776 + Penalty 2840.557437 = -762914.708339
  nChanged 108
		SP:Iteration 14Q (17726.820000 sec): 3 clusters
  Score: Raw -765789.901697 + Penalty 2840.557437 = -762949.344260
  nChanged 114
		SP:Iteration 15Q (17726.840000 sec): 3 clusters
  Score: Raw -765826.017048 + Penalty 2840.557437 = -762985.459610
  nChanged 103
		SP:Iteration 16Q (17726.850000 sec): 3 clusters
  Score: Raw -765858.244445 + Penalty 2840.557437 = -763017.687008
  nChanged 93
		SP:Iteration 17Q (17726.870000 sec): 3 clusters
  Score: Raw -765886.096065 + Penalty 2840.557437 = -763045.538627
  nChanged 93
		SP:Iteration 18Q (17726.880000 sec): 3 clusters
  Score: Raw -765916.775085 + Penalty 2840.557437 = -763076.217648
  nChanged 91
		SP:Iteration 19Q (17726.900000 sec): 3 clusters
  Score: Raw -765950.163506 + Penalty 2840.557437 = -763109.606069
  nChanged 112
		SP:Iteration 20F (17726.910000 sec): 3 clusters
  Score: Raw -765990.100538 + Penalty 2840.557437 = -763149.543101
  nChanged 98
		SP:Iteration 21Q (17726.930000 sec): 3 clusters
  Score: Raw -766029.708381 + Penalty 2840.557437 = -763189.150944
  nChanged 113
		SP:Iteration 22Q (17726.940000 sec): 3 clusters
  Score: Raw -766074.916083 + Penalty 2840.557437 = -763234.358646
  nChanged 113
		SP:Iteration 23Q (17726.950000 sec): 3 clusters
  Score: Raw -766121.178413 + Penalty 2840.557437 = -763280.620976
  nChanged 122
		SP:Iteration 24Q (17726.970000 sec): 3 clusters
  Score: Raw -766173.290773 + Penalty 2840.557437 = -763332.733336
  nChanged 120
		SP:Iteration 25Q (17726.990000 sec): 3 clusters
  Score: Raw -766232.474386 + Penalty 2840.557437 = -763391.916949
  nChanged 139
		SP:Iteration 26Q (17727.000000 sec): 3 clusters
  Score: Raw -766316.773127 + Penalty 2840.557437 = -763476.215689
  nChanged 143
		SP:Iteration 27Q (17727.010000 sec): 3 clusters
  Score: Raw -766406.633404 + Penalty 2840.557437 = -763566.075967
  nChanged 164
		SP:Iteration 28Q (17727.030000 sec): 3 clusters
  Score: Raw -766517.869365 + Penalty 2840.557437 = -763677.311928
  nChanged 128
		SP:Iteration 29Q (17727.040000 sec): 3 clusters
  Score: Raw -766588.749669 + Penalty 2840.557437 = -763748.192232
  nChanged 131
		SP:Iteration 30Q (17727.060000 sec): 3 clusters
  Score: Raw -766665.634198 + Penalty 2840.557437 = -763825.076761
  nChanged 113
		SP:Iteration 31Q (17727.070000 sec): 3 clusters
  Score: Raw -766724.577708 + Penalty 2840.557437 = -763884.020271
  nChanged 91
		SP:Iteration 32Q (17727.080000 sec): 3 clusters
  Score: Raw -766768.800217 + Penalty 2840.557437 = -763928.242779
  nChanged 84
		SP:Iteration 33Q (17727.100000 sec): 3 clusters
  Score: Raw -766819.679931 + Penalty 2840.557437 = -763979.122494
  nChanged 80
		SP:Iteration 34Q (17727.110000 sec): 3 clusters
  Score: Raw -766868.239550 + Penalty 2840.557437 = -764027.682113
  nChanged 73
		SP:Iteration 35Q (17727.120000 sec): 3 clusters
  Score: Raw -766911.839588 + Penalty 2840.557437 = -764071.282151
  nChanged 60
		SP:Iteration 36Q (17727.140000 sec): 3 clusters
  Score: Raw -766945.240614 + Penalty 2840.557437 = -764104.683176
  nChanged 62
		SP:Iteration 37Q (17727.150000 sec): 3 clusters
  Score: Raw -766981.667588 + Penalty 2840.557437 = -764141.110151
  nChanged 45
		SP:Iteration 38Q (17727.160000 sec): 3 clusters
  Score: Raw -767007.789141 + Penalty 2840.557437 = -764167.231704
  nChanged 42
		SP:Iteration 39Q (17727.170000 sec): 3 clusters
  Score: Raw -767032.579591 + Penalty 2840.557437 = -764192.022154
  nChanged 40
		SP:Iteration 40F (17727.190000 sec): 3 clusters
  Score: Raw -767061.682049 + Penalty 2840.557437 = -764221.124611
  nChanged 44
		SP:Iteration 41Q (17727.200000 sec): 3 clusters
  Score: Raw -767089.109924 + Penalty 2840.557437 = -764248.552487
  nChanged 26
		SP:Iteration 42Q (17727.210000 sec): 3 clusters
  Score: Raw -767106.225684 + Penalty 2840.557437 = -764265.668247
  nChanged 23
		SP:Iteration 43Q (17727.220000 sec): 3 clusters
  Score: Raw -767117.610729 + Penalty 2840.557437 = -764277.053292
  nChanged 13
		SP:Iteration 44Q (17727.230000 sec): 3 clusters
  Score: Raw -767124.774341 + Penalty 2840.557437 = -764284.216903
  nChanged 16
		SP:Iteration 45Q (17727.250000 sec): 3 clusters
  Score: Raw -767132.183442 + Penalty 2840.557437 = -764291.626005
  nChanged 12
		SP:Iteration 46Q (17727.260000 sec): 3 clusters
  Score: Raw -767139.169620 + Penalty 2840.557437 = -764298.612183
  nChanged 18
		SP:Iteration 47Q (17727.270000 sec): 3 clusters
  Score: Raw -767152.401255 + Penalty 2840.557437 = -764311.843818
  nChanged 18
		SP:Iteration 48Q (17727.280000 sec): 3 clusters
  Score: Raw -767162.972018 + Penalty 2840.557437 = -764322.414580
  nChanged 12
		SP:Iteration 49Q (17727.290000 sec): 3 clusters
  Score: Raw -767169.396133 + Penalty 2840.557437 = -764328.838695
  nChanged 7
		SP:Iteration 50Q (17727.310000 sec): 3 clusters
  Score: Raw -767172.614077 + Penalty 2840.557437 = -764332.056640
  nChanged 7
		SP:Iteration 51Q (17727.320000 sec): 3 clusters
  Score: Raw -767176.343034 + Penalty 2840.557437 = -764335.785597
  nChanged 3
		SP:Iteration 52Q (17727.330000 sec): 3 clusters
  Score: Raw -767177.892536 + Penalty 2840.557437 = -764337.335098
  nChanged 2
		SP:Iteration 53Q (17727.340000 sec): 3 clusters
  Score: Raw -767178.527197 + Penalty 2840.557437 = -764337.969760
  nChanged 2
		SP:Iteration 54Q (17727.350000 sec): 3 clusters
  Score: Raw -767179.049286 + Penalty 2840.557437 = -764338.491849
  nChanged 1
		SP:Iteration 55Q (17727.370000 sec): 3 clusters
  Score: Raw -767179.386242 + Penalty 2840.557437 = -764338.828804
  nChanged 2
		SP:Iteration 56Q (17727.380000 sec): 3 clusters
  Score: Raw -767180.730989 + Penalty 2840.557437 = -764340.173552
  nChanged 1
		SP:Iteration 57Q (17727.390000 sec): 3 clusters
  Score: Raw -767181.546293 + Penalty 2840.557437 = -764340.988855
  nChanged 0
		SP:Iteration 58F (17727.400000 sec): 3 clusters
  Score: Raw -767181.546293 + Penalty 2840.557437 = -764340.988855
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17727.410000 sec): 2 clusters
  Score: Raw -161365.740266 + Penalty 1178.918782 = -160186.821484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17727.410000 sec): 3 clusters
  Score: Raw -160840.603305 + Penalty 2357.837563 = -158482.765742
  nChanged 472
		SP:Iteration 1F (17727.420000 sec): 3 clusters
  Score: Raw -161183.146365 + Penalty 2357.837563 = -158825.308802
  nChanged 93
		SP:Iteration 2F (17727.420000 sec): 3 clusters
  Score: Raw -161263.217868 + Penalty 2357.837563 = -158905.380305
  nChanged 50
		SP:Iteration 3Q (17727.430000 sec): 3 clusters
  Score: Raw -161303.308005 + Penalty 2357.837563 = -158945.470442
  nChanged 34
		SP:Iteration 4Q (17727.430000 sec): 3 clusters
  Score: Raw -161335.569191 + Penalty 2357.837563 = -158977.731628
  nChanged 37
		SP:Iteration 5Q (17727.430000 sec): 3 clusters
  Score: Raw -161356.215678 + Penalty 2357.837563 = -158998.378115
  nChanged 16
		SP:Iteration 6Q (17727.430000 sec): 3 clusters
  Score: Raw -161364.525198 + Penalty 2357.837563 = -159006.687635
  nChanged 9
		SP:Iteration 7Q (17727.440000 sec): 3 clusters
  Score: Raw -161369.488930 + Penalty 2357.837563 = -159011.651366
  nChanged 5
		SP:Iteration 8Q (17727.440000 sec): 3 clusters
  Score: Raw -161371.140274 + Penalty 2357.837563 = -159013.302710
  nChanged 4
		SP:Iteration 9Q (17727.450000 sec): 3 clusters
  Score: Raw -161373.231372 + Penalty 2357.837563 = -159015.393809
  nChanged 3
		SP:Iteration 10Q (17727.450000 sec): 3 clusters
  Score: Raw -161374.668427 + Penalty 2357.837563 = -159016.830863
  nChanged 0
		SP:Iteration 11F (17727.450000 sec): 3 clusters
  Score: Raw -161374.668427 + Penalty 2357.837563 = -159016.830863
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17727.460000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17727.460000 sec): 3 clusters
  Score: Raw -35625.105966 + Penalty 1891.526952 = -33733.579014
  nChanged 75
		SP:Iteration 1F (17727.460000 sec): 3 clusters
  Score: Raw -35816.112815 + Penalty 1891.526952 = -33924.585863
  nChanged 22
		SP:Iteration 2F (17727.460000 sec): 3 clusters
  Score: Raw -35853.995513 + Penalty 1891.526952 = -33962.468561
  nChanged 2
		SP:Iteration 3Q (17727.460000 sec): 3 clusters
  Score: Raw -35858.587450 + Penalty 1891.526952 = -33967.060497
  nChanged 2
		SP:Iteration 4Q (17727.460000 sec): 3 clusters
  Score: Raw -35864.049413 + Penalty 1891.526952 = -33972.522460
  nChanged 2
		SP:Iteration 5Q (17727.460000 sec): 3 clusters
  Score: Raw -35867.561588 + Penalty 1891.526952 = -33976.034635
  nChanged 1
		SP:Iteration 6Q (17727.460000 sec): 3 clusters
  Score: Raw -35868.149700 + Penalty 1891.526952 = -33976.622748
  nChanged 0
		SP:Iteration 7F (17727.460000 sec): 3 clusters
  Score: Raw -35868.149700 + Penalty 1891.526952 = -33976.622748
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (13355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17727.500000 sec): 2 clusters
  Score: Raw -1532680.717461 + Penalty 1543.692495 = -1531137.024965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17727.530000 sec): 3 clusters
  Score: Raw -1524934.966388 + Penalty 3087.384991 = -1521847.581397
  nChanged 5894
		SP:Iteration 1F (17727.570000 sec): 3 clusters
  Score: Raw -1528101.678322 + Penalty 3087.384991 = -1525014.293331
  nChanged 850
		SP:Iteration 2F (17727.600000 sec): 3 clusters
  Score: Raw -1528497.516748 + Penalty 3087.384991 = -1525410.131757
  nChanged 777
		SP:Iteration 3F (17727.630000 sec): 3 clusters
  Score: Raw -1528884.632749 + Penalty 3087.384991 = -1525797.247759
  nChanged 764
		SP:Iteration 4F (17727.660000 sec): 3 clusters
  Score: Raw -1529315.341605 + Penalty 3087.384991 = -1526227.956615
  nChanged 792
		SP:Iteration 5F (17727.690000 sec): 3 clusters
  Score: Raw -1529852.132762 + Penalty 3087.384991 = -1526764.747772
  nChanged 836
		SP:Iteration 6F (17727.730000 sec): 3 clusters
  Score: Raw -1530460.266683 + Penalty 3087.384991 = -1527372.881692
  nChanged 776
		SP:Iteration 7F (17727.760000 sec): 3 clusters
  Score: Raw -1531084.185741 + Penalty 3087.384991 = -1527996.800750
  nChanged 668
		SP:Iteration 8F (17727.790000 sec): 3 clusters
  Score: Raw -1531659.916128 + Penalty 3087.384991 = -1528572.531137
  nChanged 541
		SP:Iteration 9Q (17727.820000 sec): 3 clusters
  Score: Raw -1532139.684564 + Penalty 3087.384991 = -1529052.299573
  nChanged 390
		SP:Iteration 10Q (17727.850000 sec): 3 clusters
  Score: Raw -1532481.523107 + Penalty 3087.384991 = -1529394.138117
  nChanged 255
		SP:Iteration 11Q (17727.880000 sec): 3 clusters
  Score: Raw -1532697.943157 + Penalty 3087.384991 = -1529610.558166
  nChanged 139
		SP:Iteration 12Q (17727.910000 sec): 3 clusters
  Score: Raw -1532807.217447 + Penalty 3087.384991 = -1529719.832456
  nChanged 85
		SP:Iteration 13Q (17727.940000 sec): 3 clusters
  Score: Raw -1532870.167711 + Penalty 3087.384991 = -1529782.782720
  nChanged 59
		SP:Iteration 14Q (17727.970000 sec): 3 clusters
  Score: Raw -1532914.314172 + Penalty 3087.384991 = -1529826.929181
  nChanged 45
		SP:Iteration 15Q (17727.990000 sec): 3 clusters
  Score: Raw -1532952.632975 + Penalty 3087.384991 = -1529865.247985
  nChanged 29
		SP:Iteration 16Q (17728.020000 sec): 3 clusters
  Score: Raw -1532973.844422 + Penalty 3087.384991 = -1529886.459431
  nChanged 20
		SP:Iteration 17Q (17728.050000 sec): 3 clusters
  Score: Raw -1532988.181091 + Penalty 3087.384991 = -1529900.796100
  nChanged 12
		SP:Iteration 18Q (17728.070000 sec): 3 clusters
  Score: Raw -1532997.721141 + Penalty 3087.384991 = -1529910.336151
  nChanged 12
		SP:Iteration 19Q (17728.090000 sec): 3 clusters
  Score: Raw -1533005.238332 + Penalty 3087.384991 = -1529917.853341
  nChanged 7
		SP:Iteration 20F (17728.130000 sec): 3 clusters
  Score: Raw -1533010.138571 + Penalty 3087.384991 = -1529922.753581
  nChanged 4
		SP:Iteration 21Q (17728.150000 sec): 3 clusters
  Score: Raw -1533013.078909 + Penalty 3087.384991 = -1529925.693918
  nChanged 4
		SP:Iteration 22Q (17728.180000 sec): 3 clusters
  Score: Raw -1533014.574080 + Penalty 3087.384991 = -1529927.189090
  nChanged 0
		SP:Iteration 23F (17728.210000 sec): 3 clusters
  Score: Raw -1533014.574080 + Penalty 3087.384991 = -1529927.189090
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17728.220000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17728.220000 sec): 3 clusters
  Score: Raw -78669.813453 + Penalty 2131.414286 = -76538.399167
  nChanged 198
		SP:Iteration 1F (17728.220000 sec): 3 clusters
  Score: Raw -78874.898649 + Penalty 2131.414286 = -76743.484363
  nChanged 41
		SP:Iteration 2F (17728.230000 sec): 3 clusters
  Score: Raw -78920.782270 + Penalty 2131.414286 = -76789.367984
  nChanged 21
		SP:Iteration 3Q (17728.230000 sec): 3 clusters
  Score: Raw -78943.550941 + Penalty 2131.414286 = -76812.136655
  nChanged 14
		SP:Iteration 4Q (17728.230000 sec): 3 clusters
  Score: Raw -78961.714639 + Penalty 2131.414286 = -76830.300353
  nChanged 10
		SP:Iteration 5Q (17728.230000 sec): 3 clusters
  Score: Raw -78976.621533 + Penalty 2131.414286 = -76845.207247
  nChanged 11
		SP:Iteration 6Q (17728.230000 sec): 3 clusters
  Score: Raw -78987.315471 + Penalty 2131.414286 = -76855.901185
  nChanged 5
		SP:Iteration 7Q (17728.230000 sec): 3 clusters
  Score: Raw -78994.648103 + Penalty 2131.414286 = -76863.233817
  nChanged 10
		SP:Iteration 8Q (17728.230000 sec): 3 clusters
  Score: Raw -79007.355032 + Penalty 2131.414286 = -76875.940746
  nChanged 11
		SP:Iteration 9Q (17728.230000 sec): 3 clusters
  Score: Raw -79038.010665 + Penalty 2131.414286 = -76906.596379
  nChanged 14
		SP:Iteration 10Q (17728.240000 sec): 3 clusters
  Score: Raw -79052.822306 + Penalty 2131.414286 = -76921.408020
  nChanged 13
		SP:Iteration 11Q (17728.240000 sec): 3 clusters
  Score: Raw -79065.094043 + Penalty 2131.414286 = -76933.679757
  nChanged 10
		SP:Iteration 12Q (17728.240000 sec): 3 clusters
  Score: Raw -79081.198765 + Penalty 2131.414286 = -76949.784479
  nChanged 12
		SP:Iteration 13Q (17728.240000 sec): 3 clusters
  Score: Raw -79097.351314 + Penalty 2131.414286 = -76965.937028
  nChanged 12
		SP:Iteration 14Q (17728.240000 sec): 3 clusters
  Score: Raw -79109.220717 + Penalty 2131.414286 = -76977.806431
  nChanged 13
		SP:Iteration 15Q (17728.250000 sec): 3 clusters
  Score: Raw -79124.380174 + Penalty 2131.414286 = -76992.965888
  nChanged 22
		SP:Iteration 16Q (17728.250000 sec): 3 clusters
  Score: Raw -79148.102301 + Penalty 2131.414286 = -77016.688015
  nChanged 18
		SP:Iteration 17Q (17728.250000 sec): 3 clusters
  Score: Raw -79183.984353 + Penalty 2131.414286 = -77052.570067
  nChanged 18
		SP:Iteration 18Q (17728.250000 sec): 3 clusters
  Score: Raw -79205.076517 + Penalty 2131.414286 = -77073.662231
  nChanged 13
		SP:Iteration 19Q (17728.250000 sec): 3 clusters
  Score: Raw -79223.509018 + Penalty 2131.414286 = -77092.094732
  nChanged 9
		SP:Iteration 20F (17728.250000 sec): 3 clusters
  Score: Raw -79237.196529 + Penalty 2131.414286 = -77105.782243
  nChanged 4
		SP:Iteration 21Q (17728.250000 sec): 3 clusters
  Score: Raw -79271.529918 + Penalty 2131.414286 = -77140.115632
  nChanged 10
		SP:Iteration 22Q (17728.260000 sec): 3 clusters
  Score: Raw -79285.728707 + Penalty 2131.414286 = -77154.314421
  nChanged 9
		SP:Iteration 23Q (17728.260000 sec): 3 clusters
  Score: Raw -79305.525752 + Penalty 2131.414286 = -77174.111466
  nChanged 13
		SP:Iteration 24Q (17728.260000 sec): 3 clusters
  Score: Raw -79321.557298 + Penalty 2131.414286 = -77190.143012
  nChanged 3
		SP:Iteration 25Q (17728.260000 sec): 3 clusters
  Score: Raw -79325.427135 + Penalty 2131.414286 = -77194.012849
  nChanged 3
		SP:Iteration 26Q (17728.260000 sec): 3 clusters
  Score: Raw -79328.084387 + Penalty 2131.414286 = -77196.670102
  nChanged 3
		SP:Iteration 27Q (17728.270000 sec): 3 clusters
  Score: Raw -79335.583969 + Penalty 2131.414286 = -77204.169683
  nChanged 4
		SP:Iteration 28Q (17728.270000 sec): 3 clusters
  Score: Raw -79340.015934 + Penalty 2131.414286 = -77208.601648
  nChanged 0
		SP:Iteration 29F (17728.270000 sec): 3 clusters
  Score: Raw -79350.414769 + Penalty 2131.414286 = -77219.000483
  nChanged 1
		SP:Iteration 30Q (17728.270000 sec): 3 clusters
  Score: Raw -79383.966590 + Penalty 2131.414286 = -77252.552304
  nChanged 4
		SP:Iteration 31Q (17728.270000 sec): 3 clusters
  Score: Raw -79391.272318 + Penalty 2131.414286 = -77259.858032
  nChanged 5
		SP:Iteration 32Q (17728.270000 sec): 3 clusters
  Score: Raw -79414.096575 + Penalty 2131.414286 = -77282.682289
  nChanged 6
		SP:Iteration 33Q (17728.270000 sec): 3 clusters
  Score: Raw -79428.725157 + Penalty 2131.414286 = -77297.310871
  nChanged 3
		SP:Iteration 34Q (17728.270000 sec): 3 clusters
  Score: Raw -79432.959355 + Penalty 2131.414286 = -77301.545069
  nChanged 1
		SP:Iteration 35Q (17728.280000 sec): 3 clusters
  Score: Raw -79434.082805 + Penalty 2131.414286 = -77302.668520
  nChanged 0
		SP:Iteration 36F (17728.280000 sec): 3 clusters
  Score: Raw -79434.082805 + Penalty 2131.414286 = -77302.668520
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (1179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17728.290000 sec): 2 clusters
  Score: Raw -119703.549755 + Penalty 1149.268559 = -118554.281197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17728.290000 sec): 3 clusters
  Score: Raw -119339.065688 + Penalty 2298.537118 = -117040.528570
  nChanged 359
		SP:Iteration 1F (17728.290000 sec): 3 clusters
  Score: Raw -119644.665254 + Penalty 2298.537118 = -117346.128136
  nChanged 89
		SP:Iteration 2F (17728.290000 sec): 3 clusters
  Score: Raw -119748.127791 + Penalty 2298.537118 = -117449.590673
  nChanged 43
		SP:Iteration 3Q (17728.300000 sec): 3 clusters
  Score: Raw -119788.778958 + Penalty 2298.537118 = -117490.241840
  nChanged 36
		SP:Iteration 4Q (17728.300000 sec): 3 clusters
  Score: Raw -119836.950138 + Penalty 2298.537118 = -117538.413020
  nChanged 38
		SP:Iteration 5Q (17728.300000 sec): 3 clusters
  Score: Raw -119888.190979 + Penalty 2298.537118 = -117589.653861
  nChanged 35
		SP:Iteration 6Q (17728.310000 sec): 3 clusters
  Score: Raw -119931.478375 + Penalty 2298.537118 = -117632.941257
  nChanged 31
		SP:Iteration 7Q (17728.310000 sec): 3 clusters
  Score: Raw -119972.424763 + Penalty 2298.537118 = -117673.887646
  nChanged 25
		SP:Iteration 8Q (17728.310000 sec): 3 clusters
  Score: Raw -120006.362898 + Penalty 2298.537118 = -117707.825780
  nChanged 29
		SP:Iteration 9Q (17728.310000 sec): 3 clusters
  Score: Raw -120046.375621 + Penalty 2298.537118 = -117747.838503
  nChanged 30
		SP:Iteration 10Q (17728.310000 sec): 3 clusters
  Score: Raw -120111.433648 + Penalty 2298.537118 = -117812.896530
  nChanged 39
		SP:Iteration 11Q (17728.320000 sec): 3 clusters
  Score: Raw -120187.816654 + Penalty 2298.537118 = -117889.279536
  nChanged 37
		SP:Iteration 12Q (17728.320000 sec): 3 clusters
  Score: Raw -120317.425443 + Penalty 2298.537118 = -118018.888325
  nChanged 46
		SP:Iteration 13Q (17728.320000 sec): 3 clusters
  Score: Raw -120625.089159 + Penalty 2298.537118 = -118326.552041
  nChanged 44
		SP:Iteration 14Q (17728.330000 sec): 3 clusters
  Score: Raw -120955.720601 + Penalty 2298.537118 = -118657.183484
  nChanged 26
		SP:Iteration 15Q (17728.330000 sec): 3 clusters
  Score: Raw -121219.163597 + Penalty 2298.537118 = -118920.626480
  nChanged 8
		SP:Iteration 16Q (17728.330000 sec): 3 clusters
  Score: Raw -121282.211916 + Penalty 2298.537118 = -118983.674798
  nChanged 4
		SP:Iteration 17Q (17728.330000 sec): 3 clusters
  Score: Raw -121296.747570 + Penalty 2298.537118 = -118998.210452
  nChanged 1
		SP:Iteration 18Q (17728.330000 sec): 3 clusters
  Score: Raw -121299.111336 + Penalty 2298.537118 = -119000.574218
  nChanged 0
		SP:Iteration 19F (17728.330000 sec): 3 clusters
  Score: Raw -121299.111336 + Penalty 2298.537118 = -119000.574218
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17728.360000 sec): 2 clusters
  Score: Raw -477434.178360 + Penalty 1362.456433 = -476071.721928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17728.370000 sec): 3 clusters
  Score: Raw -475218.875213 + Penalty 2724.912865 = -472493.962348
  nChanged 1763
		SP:Iteration 1F (17728.380000 sec): 3 clusters
  Score: Raw -476281.043085 + Penalty 2724.912865 = -473556.130219
  nChanged 348
		SP:Iteration 2F (17728.390000 sec): 3 clusters
  Score: Raw -476491.840968 + Penalty 2724.912865 = -473766.928103
  nChanged 246
		SP:Iteration 3F (17728.400000 sec): 3 clusters
  Score: Raw -476627.277216 + Penalty 2724.912865 = -473902.364350
  nChanged 190
		SP:Iteration 4Q (17728.410000 sec): 3 clusters
  Score: Raw -476737.600696 + Penalty 2724.912865 = -474012.687831
  nChanged 170
		SP:Iteration 5Q (17728.420000 sec): 3 clusters
  Score: Raw -476829.785447 + Penalty 2724.912865 = -474104.872581
  nChanged 135
		SP:Iteration 6Q (17728.430000 sec): 3 clusters
  Score: Raw -476900.781158 + Penalty 2724.912865 = -474175.868293
  nChanged 128
		SP:Iteration 7Q (17728.440000 sec): 3 clusters
  Score: Raw -476963.485932 + Penalty 2724.912865 = -474238.573067
  nChanged 107
		SP:Iteration 8Q (17728.450000 sec): 3 clusters
  Score: Raw -477005.026242 + Penalty 2724.912865 = -474280.113377
  nChanged 89
		SP:Iteration 9Q (17728.460000 sec): 3 clusters
  Score: Raw -477047.499829 + Penalty 2724.912865 = -474322.586964
  nChanged 91
		SP:Iteration 10Q (17728.470000 sec): 3 clusters
  Score: Raw -477093.598356 + Penalty 2724.912865 = -474368.685491
  nChanged 101
		SP:Iteration 11Q (17728.480000 sec): 3 clusters
  Score: Raw -477137.762704 + Penalty 2724.912865 = -474412.849839
  nChanged 89
		SP:Iteration 12Q (17728.490000 sec): 3 clusters
  Score: Raw -477180.974992 + Penalty 2724.912865 = -474456.062126
  nChanged 90
		SP:Iteration 13Q (17728.500000 sec): 3 clusters
  Score: Raw -477220.585558 + Penalty 2724.912865 = -474495.672693
  nChanged 67
		SP:Iteration 14Q (17728.510000 sec): 3 clusters
  Score: Raw -477250.699231 + Penalty 2724.912865 = -474525.786366
  nChanged 72
		SP:Iteration 15Q (17728.520000 sec): 3 clusters
  Score: Raw -477286.017833 + Penalty 2724.912865 = -474561.104967
  nChanged 78
		SP:Iteration 16Q (17728.530000 sec): 3 clusters
  Score: Raw -477322.176117 + Penalty 2724.912865 = -474597.263252
  nChanged 71
		SP:Iteration 17Q (17728.540000 sec): 3 clusters
  Score: Raw -477348.647222 + Penalty 2724.912865 = -474623.734357
  nChanged 56
		SP:Iteration 18Q (17728.550000 sec): 3 clusters
  Score: Raw -477371.333266 + Penalty 2724.912865 = -474646.420401
  nChanged 52
		SP:Iteration 19Q (17728.570000 sec): 3 clusters
  Score: Raw -477391.071924 + Penalty 2724.912865 = -474666.159059
  nChanged 45
		SP:Iteration 20F (17728.570000 sec): 3 clusters
  Score: Raw -477405.994568 + Penalty 2724.912865 = -474681.081703
  nChanged 34
		SP:Iteration 21Q (17728.590000 sec): 3 clusters
  Score: Raw -477419.074096 + Penalty 2724.912865 = -474694.161231
  nChanged 35
		SP:Iteration 22Q (17728.590000 sec): 3 clusters
  Score: Raw -477428.291490 + Penalty 2724.912865 = -474703.378624
  nChanged 26
		SP:Iteration 23Q (17728.610000 sec): 3 clusters
  Score: Raw -477436.077584 + Penalty 2724.912865 = -474711.164718
  nChanged 27
		SP:Iteration 24Q (17728.610000 sec): 3 clusters
  Score: Raw -477443.847008 + Penalty 2724.912865 = -474718.934142
  nChanged 16
		SP:Iteration 25Q (17728.630000 sec): 3 clusters
  Score: Raw -477447.350105 + Penalty 2724.912865 = -474722.437240
  nChanged 13
		SP:Iteration 26Q (17728.630000 sec): 3 clusters
  Score: Raw -477451.972037 + Penalty 2724.912865 = -474727.059171
  nChanged 17
		SP:Iteration 27Q (17728.650000 sec): 3 clusters
  Score: Raw -477456.672141 + Penalty 2724.912865 = -474731.759276
  nChanged 11
		SP:Iteration 28Q (17728.650000 sec): 3 clusters
  Score: Raw -477459.311212 + Penalty 2724.912865 = -474734.398346
  nChanged 9
		SP:Iteration 29Q (17728.670000 sec): 3 clusters
  Score: Raw -477461.665169 + Penalty 2724.912865 = -474736.752303
  nChanged 13
		SP:Iteration 30Q (17728.670000 sec): 3 clusters
  Score: Raw -477467.378601 + Penalty 2724.912865 = -474742.465736
  nChanged 14
		SP:Iteration 31Q (17728.690000 sec): 3 clusters
  Score: Raw -477471.295753 + Penalty 2724.912865 = -474746.382888
  nChanged 11
		SP:Iteration 32Q (17728.690000 sec): 3 clusters
  Score: Raw -477474.997256 + Penalty 2724.912865 = -474750.084390
  nChanged 10
		SP:Iteration 33Q (17728.710000 sec): 3 clusters
  Score: Raw -477477.958094 + Penalty 2724.912865 = -474753.045229
  nChanged 11
		SP:Iteration 34Q (17728.710000 sec): 3 clusters
  Score: Raw -477480.940004 + Penalty 2724.912865 = -474756.027139
  nChanged 14
		SP:Iteration 35Q (17728.730000 sec): 3 clusters
  Score: Raw -477484.749473 + Penalty 2724.912865 = -474759.836608
  nChanged 6
		SP:Iteration 36Q (17728.730000 sec): 3 clusters
  Score: Raw -477486.703994 + Penalty 2724.912865 = -474761.791129
  nChanged 6
		SP:Iteration 37Q (17728.750000 sec): 3 clusters
  Score: Raw -477487.852918 + Penalty 2724.912865 = -474762.940053
  nChanged 0
		SP:Iteration 38F (17728.750000 sec): 3 clusters
  Score: Raw -477487.852918 + Penalty 2724.912865 = -474762.940053
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17728.760000 sec): 2 clusters
  Score: Raw -75005.459890 + Penalty 1072.257717 = -73933.202173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17728.770000 sec): 3 clusters
  Score: Raw -74887.950560 + Penalty 2144.515434 = -72743.435126
  nChanged 200
		SP:Iteration 1F (17728.770000 sec): 3 clusters
  Score: Raw -75088.498620 + Penalty 2144.515434 = -72943.983185
  nChanged 40
		SP:Iteration 2F (17728.770000 sec): 3 clusters
  Score: Raw -75141.399919 + Penalty 2144.515434 = -72996.884485
  nChanged 31
		SP:Iteration 3Q (17728.770000 sec): 3 clusters
  Score: Raw -75180.788634 + Penalty 2144.515434 = -73036.273199
  nChanged 22
		SP:Iteration 4Q (17728.770000 sec): 3 clusters
  Score: Raw -75220.917724 + Penalty 2144.515434 = -73076.402290
  nChanged 23
		SP:Iteration 5Q (17728.770000 sec): 3 clusters
  Score: Raw -75245.399162 + Penalty 2144.515434 = -73100.883728
  nChanged 19
		SP:Iteration 6Q (17728.770000 sec): 3 clusters
  Score: Raw -75265.012141 + Penalty 2144.515434 = -73120.496706
  nChanged 11
		SP:Iteration 7Q (17728.780000 sec): 3 clusters
  Score: Raw -75279.713513 + Penalty 2144.515434 = -73135.198079
  nChanged 11
		SP:Iteration 8Q (17728.780000 sec): 3 clusters
  Score: Raw -75290.633354 + Penalty 2144.515434 = -73146.117920
  nChanged 11
		SP:Iteration 9Q (17728.780000 sec): 3 clusters
  Score: Raw -75308.417474 + Penalty 2144.515434 = -73163.902040
  nChanged 10
		SP:Iteration 10Q (17728.780000 sec): 3 clusters
  Score: Raw -75322.943451 + Penalty 2144.515434 = -73178.428017
  nChanged 4
		SP:Iteration 11Q (17728.780000 sec): 3 clusters
  Score: Raw -75325.674821 + Penalty 2144.515434 = -73181.159386
  nChanged 2
		SP:Iteration 12Q (17728.790000 sec): 3 clusters
  Score: Raw -75326.899569 + Penalty 2144.515434 = -73182.384134
  nChanged 3
		SP:Iteration 13Q (17728.790000 sec): 3 clusters
  Score: Raw -75328.522446 + Penalty 2144.515434 = -73184.007012
  nChanged 2
		SP:Iteration 14Q (17728.790000 sec): 3 clusters
  Score: Raw -75330.296176 + Penalty 2144.515434 = -73185.780742
  nChanged 1
		SP:Iteration 15Q (17728.790000 sec): 3 clusters
  Score: Raw -75331.183056 + Penalty 2144.515434 = -73186.667622
  nChanged 1
		SP:Iteration 16Q (17728.790000 sec): 3 clusters
  Score: Raw -75331.521497 + Penalty 2144.515434 = -73187.006062
  nChanged 0
		SP:Iteration 17F (17728.790000 sec): 3 clusters
  Score: Raw -75331.521497 + Penalty 2144.515434 = -73187.006062
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17728.870000 sec): 2 clusters
  Score: Raw -2875050.781589 + Penalty 1642.380816 = -2873408.400773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17728.930000 sec): 3 clusters
  Score: Raw -2860072.857005 + Penalty 3284.761632 = -2856788.095373
  nChanged 11146
		SP:Iteration 1F (17728.990000 sec): 3 clusters
  Score: Raw -2866444.389051 + Penalty 3284.761632 = -2863159.627419
  nChanged 1312
		SP:Iteration 2F (17729.050000 sec): 3 clusters
  Score: Raw -2866950.500842 + Penalty 3284.761632 = -2863665.739210
  nChanged 1276
		SP:Iteration 3F (17729.110000 sec): 3 clusters
  Score: Raw -2867529.919706 + Penalty 3284.761632 = -2864245.158074
  nChanged 1348
		SP:Iteration 4F (17729.170000 sec): 3 clusters
  Score: Raw -2868246.765931 + Penalty 3284.761632 = -2864962.004299
  nChanged 1531
		SP:Iteration 5F (17729.230000 sec): 3 clusters
  Score: Raw -2869251.446279 + Penalty 3284.761632 = -2865966.684647
  nChanged 1658
		SP:Iteration 6F (17729.290000 sec): 3 clusters
  Score: Raw -2870460.961404 + Penalty 3284.761632 = -2867176.199772
  nChanged 1641
		SP:Iteration 7F (17729.350000 sec): 3 clusters
  Score: Raw -2871770.115626 + Penalty 3284.761632 = -2868485.353994
  nChanged 1474
		SP:Iteration 8F (17729.410000 sec): 3 clusters
  Score: Raw -2873011.673772 + Penalty 3284.761632 = -2869726.912140
  nChanged 1075
		SP:Iteration 9Q (17729.470000 sec): 3 clusters
  Score: Raw -2873949.739967 + Penalty 3284.761632 = -2870664.978335
  nChanged 711
		SP:Iteration 10Q (17729.520000 sec): 3 clusters
  Score: Raw -2874576.673307 + Penalty 3284.761632 = -2871291.911675
  nChanged 408
		SP:Iteration 11Q (17729.570000 sec): 3 clusters
  Score: Raw -2874926.829449 + Penalty 3284.761632 = -2871642.067817
  nChanged 197
		SP:Iteration 12Q (17729.620000 sec): 3 clusters
  Score: Raw -2875086.627035 + Penalty 3284.761632 = -2871801.865403
  nChanged 90
		SP:Iteration 13Q (17729.670000 sec): 3 clusters
  Score: Raw -2875162.549375 + Penalty 3284.761632 = -2871877.787743
  nChanged 52
		SP:Iteration 14Q (17729.710000 sec): 3 clusters
  Score: Raw -2875207.715069 + Penalty 3284.761632 = -2871922.953436
  nChanged 30
		SP:Iteration 15Q (17729.760000 sec): 3 clusters
  Score: Raw -2875236.269806 + Penalty 3284.761632 = -2871951.508174
  nChanged 25
		SP:Iteration 16Q (17729.810000 sec): 3 clusters
  Score: Raw -2875260.339716 + Penalty 3284.761632 = -2871975.578084
  nChanged 15
		SP:Iteration 17Q (17729.850000 sec): 3 clusters
  Score: Raw -2875270.978998 + Penalty 3284.761632 = -2871986.217366
  nChanged 9
		SP:Iteration 18Q (17729.890000 sec): 3 clusters
  Score: Raw -2875278.646137 + Penalty 3284.761632 = -2871993.884505
  nChanged 9
		SP:Iteration 19Q (17729.930000 sec): 3 clusters
  Score: Raw -2875285.479706 + Penalty 3284.761632 = -2872000.718074
  nChanged 11
		SP:Iteration 20F (17729.990000 sec): 3 clusters
  Score: Raw -2875294.606576 + Penalty 3284.761632 = -2872009.844944
  nChanged 6
		SP:Iteration 21Q (17730.040000 sec): 3 clusters
  Score: Raw -2875299.173149 + Penalty 3284.761632 = -2872014.411516
  nChanged 3
		SP:Iteration 22Q (17730.080000 sec): 3 clusters
  Score: Raw -2875301.960005 + Penalty 3284.761632 = -2872017.198373
  nChanged 3
		SP:Iteration 23Q (17730.130000 sec): 3 clusters
  Score: Raw -2875303.594346 + Penalty 3284.761632 = -2872018.832714
  nChanged 1
		SP:Iteration 24Q (17730.170000 sec): 3 clusters
  Score: Raw -2875304.642810 + Penalty 3284.761632 = -2872019.881178
  nChanged 2
		SP:Iteration 25Q (17730.210000 sec): 3 clusters
  Score: Raw -2875306.426869 + Penalty 3284.761632 = -2872021.665237
  nChanged 3
		SP:Iteration 26Q (17730.250000 sec): 3 clusters
  Score: Raw -2875308.009312 + Penalty 3284.761632 = -2872023.247680
  nChanged 1
		SP:Iteration 27Q (17730.290000 sec): 3 clusters
  Score: Raw -2875308.705198 + Penalty 3284.761632 = -2872023.943566
  nChanged 0
		SP:Iteration 28F (17730.350000 sec): 3 clusters
  Score: Raw -2875308.705198 + Penalty 3284.761632 = -2872023.943566
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17730.390000 sec): 2 clusters
  Score: Raw -928744.294848 + Penalty 1458.107806 = -927286.187042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17730.400000 sec): 3 clusters
  Score: Raw -924388.562439 + Penalty 2916.215612 = -921472.346827
  nChanged 3258
		SP:Iteration 1F (17730.420000 sec): 3 clusters
  Score: Raw -926109.262962 + Penalty 2916.215612 = -923193.047350
  nChanged 539
		SP:Iteration 2F (17730.440000 sec): 3 clusters
  Score: Raw -926354.585015 + Penalty 2916.215612 = -923438.369403
  nChanged 415
		SP:Iteration 3F (17730.460000 sec): 3 clusters
  Score: Raw -926521.800803 + Penalty 2916.215612 = -923605.585192
  nChanged 341
		SP:Iteration 4Q (17730.480000 sec): 3 clusters
  Score: Raw -926635.807771 + Penalty 2916.215612 = -923719.592159
  nChanged 250
		SP:Iteration 5Q (17730.500000 sec): 3 clusters
  Score: Raw -926720.068801 + Penalty 2916.215612 = -923803.853189
  nChanged 223
		SP:Iteration 6Q (17730.510000 sec): 3 clusters
  Score: Raw -926801.353100 + Penalty 2916.215612 = -923885.137488
  nChanged 202
		SP:Iteration 7Q (17730.530000 sec): 3 clusters
  Score: Raw -926858.353103 + Penalty 2916.215612 = -923942.137491
  nChanged 176
		SP:Iteration 8Q (17730.550000 sec): 3 clusters
  Score: Raw -926914.849530 + Penalty 2916.215612 = -923998.633918
  nChanged 170
		SP:Iteration 9Q (17730.570000 sec): 3 clusters
  Score: Raw -926965.928883 + Penalty 2916.215612 = -924049.713271
  nChanged 132
		SP:Iteration 10Q (17730.590000 sec): 3 clusters
  Score: Raw -927002.260332 + Penalty 2916.215612 = -924086.044721
  nChanged 130
		SP:Iteration 11Q (17730.610000 sec): 3 clusters
  Score: Raw -927032.464004 + Penalty 2916.215612 = -924116.248393
  nChanged 100
		SP:Iteration 12Q (17730.630000 sec): 3 clusters
  Score: Raw -927054.107018 + Penalty 2916.215612 = -924137.891406
  nChanged 91
		SP:Iteration 13Q (17730.650000 sec): 3 clusters
  Score: Raw -927073.498663 + Penalty 2916.215612 = -924157.283051
  nChanged 95
		SP:Iteration 14Q (17730.660000 sec): 3 clusters
  Score: Raw -927096.652906 + Penalty 2916.215612 = -924180.437294
  nChanged 107
		SP:Iteration 15Q (17730.680000 sec): 3 clusters
  Score: Raw -927125.405958 + Penalty 2916.215612 = -924209.190346
  nChanged 101
		SP:Iteration 16Q (17730.700000 sec): 3 clusters
  Score: Raw -927147.718465 + Penalty 2916.215612 = -924231.502853
  nChanged 90
		SP:Iteration 17Q (17730.720000 sec): 3 clusters
  Score: Raw -927170.188022 + Penalty 2916.215612 = -924253.972410
  nChanged 104
		SP:Iteration 18Q (17730.740000 sec): 3 clusters
  Score: Raw -927196.704489 + Penalty 2916.215612 = -924280.488878
  nChanged 116
		SP:Iteration 19Q (17730.750000 sec): 3 clusters
  Score: Raw -927231.386992 + Penalty 2916.215612 = -924315.171380
  nChanged 137
		SP:Iteration 20F (17730.770000 sec): 3 clusters
  Score: Raw -927279.354652 + Penalty 2916.215612 = -924363.139040
  nChanged 154
		SP:Iteration 21Q (17730.790000 sec): 3 clusters
  Score: Raw -927328.973214 + Penalty 2916.215612 = -924412.757602
  nChanged 171
		SP:Iteration 22Q (17730.810000 sec): 3 clusters
  Score: Raw -927399.892373 + Penalty 2916.215612 = -924483.676761
  nChanged 213
		SP:Iteration 23Q (17730.830000 sec): 3 clusters
  Score: Raw -927512.520213 + Penalty 2916.215612 = -924596.304601
  nChanged 246
		SP:Iteration 24Q (17730.850000 sec): 3 clusters
  Score: Raw -927646.204523 + Penalty 2916.215612 = -924729.988911
  nChanged 228
		SP:Iteration 25Q (17730.870000 sec): 3 clusters
  Score: Raw -927758.711744 + Penalty 2916.215612 = -924842.496132
  nChanged 229
		SP:Iteration 26Q (17730.890000 sec): 3 clusters
  Score: Raw -927887.863292 + Penalty 2916.215612 = -924971.647680
  nChanged 242
		SP:Iteration 27Q (17730.900000 sec): 3 clusters
  Score: Raw -928038.090716 + Penalty 2916.215612 = -925121.875104
  nChanged 224
		SP:Iteration 28Q (17730.920000 sec): 3 clusters
  Score: Raw -928188.600225 + Penalty 2916.215612 = -925272.384613
  nChanged 207
		SP:Iteration 29Q (17730.940000 sec): 3 clusters
  Score: Raw -928320.559788 + Penalty 2916.215612 = -925404.344176
  nChanged 163
		SP:Iteration 30Q (17730.960000 sec): 3 clusters
  Score: Raw -928412.199136 + Penalty 2916.215612 = -925495.983524
  nChanged 145
		SP:Iteration 31Q (17730.970000 sec): 3 clusters
  Score: Raw -928481.910717 + Penalty 2916.215612 = -925565.695105
  nChanged 127
		SP:Iteration 32Q (17730.990000 sec): 3 clusters
  Score: Raw -928541.330470 + Penalty 2916.215612 = -925625.114858
  nChanged 95
		SP:Iteration 33Q (17731.010000 sec): 3 clusters
  Score: Raw -928591.692718 + Penalty 2916.215612 = -925675.477106
  nChanged 95
		SP:Iteration 34Q (17731.030000 sec): 3 clusters
  Score: Raw -928642.645505 + Penalty 2916.215612 = -925726.429893
  nChanged 77
		SP:Iteration 35Q (17731.050000 sec): 3 clusters
  Score: Raw -928679.503137 + Penalty 2916.215612 = -925763.287525
  nChanged 77
		SP:Iteration 36Q (17731.060000 sec): 3 clusters
  Score: Raw -928721.473114 + Penalty 2916.215612 = -925805.257503
  nChanged 69
		SP:Iteration 37Q (17731.080000 sec): 3 clusters
  Score: Raw -928758.636513 + Penalty 2916.215612 = -925842.420901
  nChanged 59
		SP:Iteration 38Q (17731.100000 sec): 3 clusters
  Score: Raw -928793.064085 + Penalty 2916.215612 = -925876.848474
  nChanged 48
		SP:Iteration 39Q (17731.110000 sec): 3 clusters
  Score: Raw -928816.923650 + Penalty 2916.215612 = -925900.708039
  nChanged 40
		SP:Iteration 40F (17731.130000 sec): 3 clusters
  Score: Raw -928840.332689 + Penalty 2916.215612 = -925924.117078
  nChanged 36
		SP:Iteration 41Q (17731.150000 sec): 3 clusters
  Score: Raw -928863.232500 + Penalty 2916.215612 = -925947.016888
  nChanged 38
		SP:Iteration 42Q (17731.170000 sec): 3 clusters
  Score: Raw -928884.873372 + Penalty 2916.215612 = -925968.657760
  nChanged 31
		SP:Iteration 43Q (17731.180000 sec): 3 clusters
  Score: Raw -928906.210011 + Penalty 2916.215612 = -925989.994399
  nChanged 26
		SP:Iteration 44Q (17731.200000 sec): 3 clusters
  Score: Raw -928923.721273 + Penalty 2916.215612 = -926007.505661
  nChanged 19
		SP:Iteration 45Q (17731.210000 sec): 3 clusters
  Score: Raw -928938.784665 + Penalty 2916.215612 = -926022.569053
  nChanged 25
		SP:Iteration 46Q (17731.230000 sec): 3 clusters
  Score: Raw -928957.780870 + Penalty 2916.215612 = -926041.565258
  nChanged 12
		SP:Iteration 47Q (17731.250000 sec): 3 clusters
  Score: Raw -928964.491389 + Penalty 2916.215612 = -926048.275777
  nChanged 9
		SP:Iteration 48Q (17731.260000 sec): 3 clusters
  Score: Raw -928971.603720 + Penalty 2916.215612 = -926055.388108
  nChanged 7
		SP:Iteration 49Q (17731.280000 sec): 3 clusters
  Score: Raw -928977.906453 + Penalty 2916.215612 = -926061.690841
  nChanged 6
		SP:Iteration 50Q (17731.290000 sec): 3 clusters
  Score: Raw -928981.888226 + Penalty 2916.215612 = -926065.672614
  nChanged 2
		SP:Iteration 51Q (17731.310000 sec): 3 clusters
  Score: Raw -928983.165248 + Penalty 2916.215612 = -926066.949636
  nChanged 1
		SP:Iteration 52Q (17731.330000 sec): 3 clusters
  Score: Raw -928983.792886 + Penalty 2916.215612 = -926067.577274
  nChanged 4
		SP:Iteration 53Q (17731.340000 sec): 3 clusters
  Score: Raw -928985.529270 + Penalty 2916.215612 = -926069.313658
  nChanged 3
		SP:Iteration 54Q (17731.350000 sec): 3 clusters
  Score: Raw -928986.318604 + Penalty 2916.215612 = -926070.102992
  nChanged 1
		SP:Iteration 55Q (17731.370000 sec): 3 clusters
  Score: Raw -928987.084419 + Penalty 2916.215612 = -926070.868807
  nChanged 2
		SP:Iteration 56Q (17731.390000 sec): 3 clusters
  Score: Raw -928988.119523 + Penalty 2916.215612 = -926071.903911
  nChanged 1
		SP:Iteration 57Q (17731.400000 sec): 3 clusters
  Score: Raw -928988.816381 + Penalty 2916.215612 = -926072.600769
  nChanged 0
		SP:Iteration 58F (17731.420000 sec): 3 clusters
  Score: Raw -928988.816381 + Penalty 2916.215612 = -926072.600769
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17731.440000 sec): 2 clusters
  Score: Raw -456692.467714 + Penalty 1353.176924 = -455339.290790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17731.450000 sec): 3 clusters
  Score: Raw -454630.425213 + Penalty 2706.353847 = -451924.071365
  nChanged 1652
		SP:Iteration 1F (17731.450000 sec): 3 clusters
  Score: Raw -455603.309004 + Penalty 2706.353847 = -452896.955156
  nChanged 326
		SP:Iteration 2F (17731.470000 sec): 3 clusters
  Score: Raw -455822.891006 + Penalty 2706.353847 = -453116.537158
  nChanged 243
		SP:Iteration 3F (17731.470000 sec): 3 clusters
  Score: Raw -455994.074301 + Penalty 2706.353847 = -453287.720454
  nChanged 237
		SP:Iteration 4F (17731.490000 sec): 3 clusters
  Score: Raw -456162.330027 + Penalty 2706.353847 = -453455.976180
  nChanged 215
		SP:Iteration 5F (17731.490000 sec): 3 clusters
  Score: Raw -456372.150715 + Penalty 2706.353847 = -453665.796867
  nChanged 229
		SP:Iteration 6F (17731.510000 sec): 3 clusters
  Score: Raw -456551.712284 + Penalty 2706.353847 = -453845.358437
  nChanged 204
		SP:Iteration 7Q (17731.510000 sec): 3 clusters
  Score: Raw -456715.274697 + Penalty 2706.353847 = -454008.920849
  nChanged 172
		SP:Iteration 8Q (17731.520000 sec): 3 clusters
  Score: Raw -456853.375666 + Penalty 2706.353847 = -454147.021819
  nChanged 144
		SP:Iteration 9Q (17731.530000 sec): 3 clusters
  Score: Raw -456958.419311 + Penalty 2706.353847 = -454252.065463
  nChanged 132
		SP:Iteration 10Q (17731.540000 sec): 3 clusters
  Score: Raw -457052.714970 + Penalty 2706.353847 = -454346.361122
  nChanged 109
		SP:Iteration 11Q (17731.550000 sec): 3 clusters
  Score: Raw -457116.028263 + Penalty 2706.353847 = -454409.674416
  nChanged 85
		SP:Iteration 12Q (17731.560000 sec): 3 clusters
  Score: Raw -457166.543308 + Penalty 2706.353847 = -454460.189461
  nChanged 78
		SP:Iteration 13Q (17731.570000 sec): 3 clusters
  Score: Raw -457215.354133 + Penalty 2706.353847 = -454509.000285
  nChanged 77
		SP:Iteration 14Q (17731.580000 sec): 3 clusters
  Score: Raw -457265.214979 + Penalty 2706.353847 = -454558.861131
  nChanged 63
		SP:Iteration 15Q (17731.590000 sec): 3 clusters
  Score: Raw -457300.811615 + Penalty 2706.353847 = -454594.457767
  nChanged 66
		SP:Iteration 16Q (17731.590000 sec): 3 clusters
  Score: Raw -457347.290170 + Penalty 2706.353847 = -454640.936322
  nChanged 65
		SP:Iteration 17Q (17731.600000 sec): 3 clusters
  Score: Raw -457384.253574 + Penalty 2706.353847 = -454677.899726
  nChanged 55
		SP:Iteration 18Q (17731.610000 sec): 3 clusters
  Score: Raw -457412.551901 + Penalty 2706.353847 = -454706.198054
  nChanged 43
		SP:Iteration 19Q (17731.620000 sec): 3 clusters
  Score: Raw -457438.871070 + Penalty 2706.353847 = -454732.517223
  nChanged 32
		SP:Iteration 20F (17731.630000 sec): 3 clusters
  Score: Raw -457456.683032 + Penalty 2706.353847 = -454750.329185
  nChanged 35
		SP:Iteration 21Q (17731.630000 sec): 3 clusters
  Score: Raw -457474.186831 + Penalty 2706.353847 = -454767.832984
  nChanged 37
		SP:Iteration 22Q (17731.650000 sec): 3 clusters
  Score: Raw -457496.992434 + Penalty 2706.353847 = -454790.638586
  nChanged 42
		SP:Iteration 23Q (17731.650000 sec): 3 clusters
  Score: Raw -457523.964045 + Penalty 2706.353847 = -454817.610197
  nChanged 41
		SP:Iteration 24Q (17731.660000 sec): 3 clusters
  Score: Raw -457558.361429 + Penalty 2706.353847 = -454852.007582
  nChanged 38
		SP:Iteration 25Q (17731.670000 sec): 3 clusters
  Score: Raw -457593.675458 + Penalty 2706.353847 = -454887.321611
  nChanged 37
		SP:Iteration 26Q (17731.680000 sec): 3 clusters
  Score: Raw -457620.173709 + Penalty 2706.353847 = -454913.819861
  nChanged 28
		SP:Iteration 27Q (17731.690000 sec): 3 clusters
  Score: Raw -457640.694028 + Penalty 2706.353847 = -454934.340180
  nChanged 21
		SP:Iteration 28Q (17731.690000 sec): 3 clusters
  Score: Raw -457652.477344 + Penalty 2706.353847 = -454946.123496
  nChanged 21
		SP:Iteration 29Q (17731.700000 sec): 3 clusters
  Score: Raw -457666.548495 + Penalty 2706.353847 = -454960.194647
  nChanged 26
		SP:Iteration 30Q (17731.710000 sec): 3 clusters
  Score: Raw -457680.223260 + Penalty 2706.353847 = -454973.869412
  nChanged 17
		SP:Iteration 31Q (17731.720000 sec): 3 clusters
  Score: Raw -457685.572201 + Penalty 2706.353847 = -454979.218353
  nChanged 9
		SP:Iteration 32Q (17731.730000 sec): 3 clusters
  Score: Raw -457687.837133 + Penalty 2706.353847 = -454981.483285
  nChanged 2
		SP:Iteration 33Q (17731.730000 sec): 3 clusters
  Score: Raw -457688.541593 + Penalty 2706.353847 = -454982.187745
  nChanged 0
		SP:Iteration 34F (17731.750000 sec): 3 clusters
  Score: Raw -457688.541593 + Penalty 2706.353847 = -454982.187745
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17731.750000 sec): 2 clusters
  Score: Raw -147379.295070 + Penalty 1171.397555 = -146207.897516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17731.760000 sec): 3 clusters
  Score: Raw -146878.497751 + Penalty 2342.795110 = -144535.702641
  nChanged 438
		SP:Iteration 1F (17731.760000 sec): 3 clusters
  Score: Raw -147335.229944 + Penalty 2342.795110 = -144992.434834
  nChanged 109
		SP:Iteration 2F (17731.760000 sec): 3 clusters
  Score: Raw -147544.778818 + Penalty 2342.795110 = -145201.983708
  nChanged 83
		SP:Iteration 3F (17731.770000 sec): 3 clusters
  Score: Raw -147653.565130 + Penalty 2342.795110 = -145310.770020
  nChanged 45
		SP:Iteration 4Q (17731.780000 sec): 3 clusters
  Score: Raw -147688.908418 + Penalty 2342.795110 = -145346.113309
  nChanged 34
		SP:Iteration 5Q (17731.780000 sec): 3 clusters
  Score: Raw -147719.372773 + Penalty 2342.795110 = -145376.577663
  nChanged 29
		SP:Iteration 6Q (17731.780000 sec): 3 clusters
  Score: Raw -147749.269295 + Penalty 2342.795110 = -145406.474185
  nChanged 21
		SP:Iteration 7Q (17731.780000 sec): 3 clusters
  Score: Raw -147771.286486 + Penalty 2342.795110 = -145428.491376
  nChanged 23
		SP:Iteration 8Q (17731.790000 sec): 3 clusters
  Score: Raw -147795.319254 + Penalty 2342.795110 = -145452.524144
  nChanged 24
		SP:Iteration 9Q (17731.790000 sec): 3 clusters
  Score: Raw -147813.384253 + Penalty 2342.795110 = -145470.589143
  nChanged 14
		SP:Iteration 10Q (17731.790000 sec): 3 clusters
  Score: Raw -147824.258472 + Penalty 2342.795110 = -145481.463362
  nChanged 16
		SP:Iteration 11Q (17731.800000 sec): 3 clusters
  Score: Raw -147838.608946 + Penalty 2342.795110 = -145495.813836
  nChanged 15
		SP:Iteration 12Q (17731.800000 sec): 3 clusters
  Score: Raw -147854.837659 + Penalty 2342.795110 = -145512.042549
  nChanged 16
		SP:Iteration 13Q (17731.800000 sec): 3 clusters
  Score: Raw -147870.659602 + Penalty 2342.795110 = -145527.864492
  nChanged 14
		SP:Iteration 14Q (17731.800000 sec): 3 clusters
  Score: Raw -147888.189416 + Penalty 2342.795110 = -145545.394306
  nChanged 11
		SP:Iteration 15Q (17731.810000 sec): 3 clusters
  Score: Raw -147899.782178 + Penalty 2342.795110 = -145556.987068
  nChanged 15
		SP:Iteration 16Q (17731.810000 sec): 3 clusters
  Score: Raw -147915.204187 + Penalty 2342.795110 = -145572.409077
  nChanged 16
		SP:Iteration 17Q (17731.820000 sec): 3 clusters
  Score: Raw -147935.565295 + Penalty 2342.795110 = -145592.770185
  nChanged 11
		SP:Iteration 18Q (17731.820000 sec): 3 clusters
  Score: Raw -147948.079375 + Penalty 2342.795110 = -145605.284265
  nChanged 8
		SP:Iteration 19Q (17731.820000 sec): 3 clusters
  Score: Raw -147957.157419 + Penalty 2342.795110 = -145614.362309
  nChanged 9
		SP:Iteration 20F (17731.820000 sec): 3 clusters
  Score: Raw -147969.212065 + Penalty 2342.795110 = -145626.416955
  nChanged 10
		SP:Iteration 21Q (17731.830000 sec): 3 clusters
  Score: Raw -147981.329773 + Penalty 2342.795110 = -145638.534663
  nChanged 7
		SP:Iteration 22Q (17731.830000 sec): 3 clusters
  Score: Raw -147987.933924 + Penalty 2342.795110 = -145645.138814
  nChanged 3
		SP:Iteration 23Q (17731.830000 sec): 3 clusters
  Score: Raw -147992.435029 + Penalty 2342.795110 = -145649.639919
  nChanged 4
		SP:Iteration 24Q (17731.840000 sec): 3 clusters
  Score: Raw -147996.634076 + Penalty 2342.795110 = -145653.838966
  nChanged 5
		SP:Iteration 25Q (17731.840000 sec): 3 clusters
  Score: Raw -148001.676572 + Penalty 2342.795110 = -145658.881462
  nChanged 5
		SP:Iteration 26Q (17731.840000 sec): 3 clusters
  Score: Raw -148007.084758 + Penalty 2342.795110 = -145664.289648
  nChanged 4
		SP:Iteration 27Q (17731.840000 sec): 3 clusters
  Score: Raw -148012.690394 + Penalty 2342.795110 = -145669.895284
  nChanged 4
		SP:Iteration 28Q (17731.840000 sec): 3 clusters
  Score: Raw -148017.393118 + Penalty 2342.795110 = -145674.598008
  nChanged 2
		SP:Iteration 29Q (17731.850000 sec): 3 clusters
  Score: Raw -148020.457182 + Penalty 2342.795110 = -145677.662072
  nChanged 1
		SP:Iteration 30Q (17731.850000 sec): 3 clusters
  Score: Raw -148021.728748 + Penalty 2342.795110 = -145678.933638
  nChanged 1
		SP:Iteration 31Q (17731.860000 sec): 3 clusters
  Score: Raw -148023.229839 + Penalty 2342.795110 = -145680.434730
  nChanged 3
		SP:Iteration 32Q (17731.860000 sec): 3 clusters
  Score: Raw -148026.073098 + Penalty 2342.795110 = -145683.277988
  nChanged 4
		SP:Iteration 33Q (17731.860000 sec): 3 clusters
  Score: Raw -148030.600887 + Penalty 2342.795110 = -145687.805777
  nChanged 5
		SP:Iteration 34Q (17731.860000 sec): 3 clusters
  Score: Raw -148038.534812 + Penalty 2342.795110 = -145695.739703
  nChanged 2
		SP:Iteration 35Q (17731.860000 sec): 3 clusters
  Score: Raw -148041.506388 + Penalty 2342.795110 = -145698.711278
  nChanged 0
		SP:Iteration 36F (17731.870000 sec): 3 clusters
  Score: Raw -148041.506388 + Penalty 2342.795110 = -145698.711278
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17731.880000 sec): 2 clusters
  Score: Raw -134368.331930 + Penalty 1156.545894 = -133211.786035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17731.880000 sec): 3 clusters
  Score: Raw -133927.788596 + Penalty 2313.091789 = -131614.696808
  nChanged 401
		SP:Iteration 1F (17731.880000 sec): 3 clusters
  Score: Raw -134233.654688 + Penalty 2313.091789 = -131920.562899
  nChanged 85
		SP:Iteration 2F (17731.880000 sec): 3 clusters
  Score: Raw -134313.551487 + Penalty 2313.091789 = -132000.459699
  nChanged 47
		SP:Iteration 3Q (17731.890000 sec): 3 clusters
  Score: Raw -134351.419230 + Penalty 2313.091789 = -132038.327441
  nChanged 26
		SP:Iteration 4Q (17731.890000 sec): 3 clusters
  Score: Raw -134370.514118 + Penalty 2313.091789 = -132057.422329
  nChanged 17
		SP:Iteration 5Q (17731.890000 sec): 3 clusters
  Score: Raw -134379.457644 + Penalty 2313.091789 = -132066.365855
  nChanged 3
		SP:Iteration 6Q (17731.900000 sec): 3 clusters
  Score: Raw -134381.580691 + Penalty 2313.091789 = -132068.488902
  nChanged 9
		SP:Iteration 7Q (17731.900000 sec): 3 clusters
  Score: Raw -134385.521911 + Penalty 2313.091789 = -132072.430122
  nChanged 4
		SP:Iteration 8Q (17731.900000 sec): 3 clusters
  Score: Raw -134387.499674 + Penalty 2313.091789 = -132074.407885
  nChanged 3
		SP:Iteration 9Q (17731.900000 sec): 3 clusters
  Score: Raw -134388.930732 + Penalty 2313.091789 = -132075.838944
  nChanged 3
		SP:Iteration 10Q (17731.910000 sec): 3 clusters
  Score: Raw -134390.979264 + Penalty 2313.091789 = -132077.887475
  nChanged 4
		SP:Iteration 11Q (17731.910000 sec): 3 clusters
  Score: Raw -134392.317355 + Penalty 2313.091789 = -132079.225566
  nChanged 5
		SP:Iteration 12Q (17731.910000 sec): 3 clusters
  Score: Raw -134394.080242 + Penalty 2313.091789 = -132080.988453
  nChanged 2
		SP:Iteration 13Q (17731.910000 sec): 3 clusters
  Score: Raw -134395.710708 + Penalty 2313.091789 = -132082.618920
  nChanged 4
		SP:Iteration 14Q (17731.920000 sec): 3 clusters
  Score: Raw -134398.348283 + Penalty 2313.091789 = -132085.256495
  nChanged 3
		SP:Iteration 15Q (17731.920000 sec): 3 clusters
  Score: Raw -134401.114792 + Penalty 2313.091789 = -132088.023004
  nChanged 5
		SP:Iteration 16Q (17731.920000 sec): 3 clusters
  Score: Raw -134406.646485 + Penalty 2313.091789 = -132093.554696
  nChanged 7
		SP:Iteration 17Q (17731.920000 sec): 3 clusters
  Score: Raw -134416.140536 + Penalty 2313.091789 = -132103.048748
  nChanged 14
		SP:Iteration 18Q (17731.920000 sec): 3 clusters
  Score: Raw -134429.842901 + Penalty 2313.091789 = -132116.751113
  nChanged 13
		SP:Iteration 19Q (17731.930000 sec): 3 clusters
  Score: Raw -134444.087036 + Penalty 2313.091789 = -132130.995248
  nChanged 14
		SP:Iteration 20F (17731.930000 sec): 3 clusters
  Score: Raw -134455.553767 + Penalty 2313.091789 = -132142.461978
  nChanged 11
		SP:Iteration 21Q (17731.940000 sec): 3 clusters
  Score: Raw -134464.482596 + Penalty 2313.091789 = -132151.390807
  nChanged 10
		SP:Iteration 22Q (17731.940000 sec): 3 clusters
  Score: Raw -134469.149475 + Penalty 2313.091789 = -132156.057686
  nChanged 6
		SP:Iteration 23Q (17731.940000 sec): 3 clusters
  Score: Raw -134472.169725 + Penalty 2313.091789 = -132159.077936
  nChanged 2
		SP:Iteration 24Q (17731.940000 sec): 3 clusters
  Score: Raw -134472.945863 + Penalty 2313.091789 = -132159.854075
  nChanged 3
		SP:Iteration 25Q (17731.940000 sec): 3 clusters
  Score: Raw -134476.169271 + Penalty 2313.091789 = -132163.077483
  nChanged 2
		SP:Iteration 26Q (17731.950000 sec): 3 clusters
  Score: Raw -134477.072462 + Penalty 2313.091789 = -132163.980674
  nChanged 1
		SP:Iteration 27Q (17731.950000 sec): 3 clusters
  Score: Raw -134477.423108 + Penalty 2313.091789 = -132164.331319
  nChanged 0
		SP:Iteration 28F (17731.960000 sec): 3 clusters
  Score: Raw -134477.423108 + Penalty 2313.091789 = -132164.331319
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17731.960000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17731.960000 sec): 3 clusters
  Score: Raw -26294.655790 + Penalty 1783.904761 = -24510.751029
  nChanged 35
		SP:Iteration 1F (17731.960000 sec): 3 clusters
  Score: Raw -26369.300926 + Penalty 1783.904761 = -24585.396165
  nChanged 12
		SP:Iteration 2Q (17731.960000 sec): 3 clusters
  Score: Raw -26424.839227 + Penalty 1783.904761 = -24640.934466
  nChanged 10
		SP:Iteration 3Q (17731.960000 sec): 3 clusters
  Score: Raw -26452.784281 + Penalty 1783.904761 = -24668.879520
  nChanged 6
		SP:Iteration 4Q (17731.960000 sec): 3 clusters
  Score: Raw -26495.634856 + Penalty 1783.904761 = -24711.730095
  nChanged 8
		SP:Iteration 5Q (17731.960000 sec): 3 clusters
  Score: Raw -26512.448294 + Penalty 1783.904761 = -24728.543533
  nChanged 6
		SP:Iteration 6Q (17731.960000 sec): 3 clusters
  Score: Raw -26547.834611 + Penalty 1783.904761 = -24763.929850
  nChanged 4
		SP:Iteration 7Q (17731.960000 sec): 3 clusters
  Score: Raw -26557.429855 + Penalty 1783.904761 = -24773.525094
  nChanged 6
		SP:Iteration 8Q (17731.960000 sec): 3 clusters
  Score: Raw -26621.674973 + Penalty 1783.904761 = -24837.770212
  nChanged 10
		SP:Iteration 9Q (17731.960000 sec): 3 clusters
  Score: Raw -26675.675299 + Penalty 1783.904761 = -24891.770538
  nChanged 6
		SP:Iteration 10Q (17731.960000 sec): 3 clusters
  Score: Raw -26700.697036 + Penalty 1783.904761 = -24916.792275
  nChanged 5
		SP:Iteration 11Q (17731.970000 sec): 3 clusters
  Score: Raw -26724.537767 + Penalty 1783.904761 = -24940.633006
  nChanged 6
		SP:Iteration 12Q (17731.970000 sec): 3 clusters
  Score: Raw -26746.940401 + Penalty 1783.904761 = -24963.035640
  nChanged 2
		SP:Iteration 13Q (17731.970000 sec): 3 clusters
  Score: Raw -26758.387295 + Penalty 1783.904761 = -24974.482534
  nChanged 0
		SP:Iteration 14F (17731.970000 sec): 3 clusters
  Score: Raw -26758.828123 + Penalty 1783.904761 = -24974.923362
  nChanged 1
		SP:Iteration 15Q (17731.970000 sec): 3 clusters
  Score: Raw -26777.288977 + Penalty 1783.904761 = -24993.384216
  nChanged 4
		SP:Iteration 16Q (17731.970000 sec): 3 clusters
  Score: Raw -26832.415625 + Penalty 1783.904761 = -25048.510864
  nChanged 4
		SP:Iteration 17Q (17731.970000 sec): 3 clusters
  Score: Raw -26861.633554 + Penalty 1783.904761 = -25077.728793
  nChanged 2
		SP:Iteration 18Q (17731.970000 sec): 3 clusters
  Score: Raw -26866.699821 + Penalty 1783.904761 = -25082.795060
  nChanged 0
		SP:Iteration 19F (17731.970000 sec): 3 clusters
  Score: Raw -26866.699821 + Penalty 1783.904761 = -25082.795060
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (34882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17732.070000 sec): 2 clusters
  Score: Raw -3751050.210669 + Penalty 1699.705510 = -3749350.505159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17732.160000 sec): 3 clusters
  Score: Raw -3729199.535403 + Penalty 3399.411020 = -3725800.124383
  nChanged 16173
		SP:Iteration 1F (17732.240000 sec): 3 clusters
  Score: Raw -3738897.879142 + Penalty 3399.411020 = -3735498.468122
  nChanged 2122
		SP:Iteration 2F (17732.330000 sec): 3 clusters
  Score: Raw -3739962.976708 + Penalty 3399.411020 = -3736563.565688
  nChanged 2165
		SP:Iteration 3F (17732.410000 sec): 3 clusters
  Score: Raw -3741112.722277 + Penalty 3399.411020 = -3737713.311257
  nChanged 2155
		SP:Iteration 4F (17732.500000 sec): 3 clusters
  Score: Raw -3742237.294845 + Penalty 3399.411020 = -3738837.883825
  nChanged 1894
		SP:Iteration 5F (17732.580000 sec): 3 clusters
  Score: Raw -3743143.691013 + Penalty 3399.411020 = -3739744.279993
  nChanged 1656
		SP:Iteration 6Q (17732.670000 sec): 3 clusters
  Score: Raw -3743896.521063 + Penalty 3399.411020 = -3740497.110043
  nChanged 1438
		SP:Iteration 7Q (17732.760000 sec): 3 clusters
  Score: Raw -3744498.355858 + Penalty 3399.411020 = -3741098.944838
  nChanged 1274
		SP:Iteration 8Q (17732.840000 sec): 3 clusters
  Score: Raw -3745014.018383 + Penalty 3399.411020 = -3741614.607363
  nChanged 1152
		SP:Iteration 9Q (17732.930000 sec): 3 clusters
  Score: Raw -3745467.541776 + Penalty 3399.411020 = -3742068.130756
  nChanged 1116
		SP:Iteration 10Q (17733.020000 sec): 3 clusters
  Score: Raw -3745914.037553 + Penalty 3399.411020 = -3742514.626532
  nChanged 1034
		SP:Iteration 11Q (17733.100000 sec): 3 clusters
  Score: Raw -3746346.090369 + Penalty 3399.411020 = -3742946.679349
  nChanged 1034
		SP:Iteration 12Q (17733.190000 sec): 3 clusters
  Score: Raw -3746805.411905 + Penalty 3399.411020 = -3743406.000884
  nChanged 998
		SP:Iteration 13Q (17733.270000 sec): 3 clusters
  Score: Raw -3747216.711432 + Penalty 3399.411020 = -3743817.300412
  nChanged 877
		SP:Iteration 14Q (17733.360000 sec): 3 clusters
  Score: Raw -3747595.943758 + Penalty 3399.411020 = -3744196.532738
  nChanged 859
		SP:Iteration 15Q (17733.440000 sec): 3 clusters
  Score: Raw -3747972.152667 + Penalty 3399.411020 = -3744572.741647
  nChanged 784
		SP:Iteration 16Q (17733.520000 sec): 3 clusters
  Score: Raw -3748302.095363 + Penalty 3399.411020 = -3744902.684343
  nChanged 736
		SP:Iteration 17Q (17733.600000 sec): 3 clusters
  Score: Raw -3748632.521825 + Penalty 3399.411020 = -3745233.110805
  nChanged 693
		SP:Iteration 18Q (17733.680000 sec): 3 clusters
  Score: Raw -3748959.592982 + Penalty 3399.411020 = -3745560.181962
  nChanged 649
		SP:Iteration 19Q (17733.760000 sec): 3 clusters
  Score: Raw -3749280.105807 + Penalty 3399.411020 = -3745880.694787
  nChanged 627
		SP:Iteration 20F (17733.840000 sec): 3 clusters
  Score: Raw -3749632.936438 + Penalty 3399.411020 = -3746233.525418
  nChanged 600
		SP:Iteration 21Q (17733.920000 sec): 3 clusters
  Score: Raw -3749999.449171 + Penalty 3399.411020 = -3746600.038151
  nChanged 560
		SP:Iteration 22Q (17733.990000 sec): 3 clusters
  Score: Raw -3750356.840995 + Penalty 3399.411020 = -3746957.429975
  nChanged 469
		SP:Iteration 23Q (17734.060000 sec): 3 clusters
  Score: Raw -3750663.795915 + Penalty 3399.411020 = -3747264.384895
  nChanged 394
		SP:Iteration 24Q (17734.130000 sec): 3 clusters
  Score: Raw -3750931.251961 + Penalty 3399.411020 = -3747531.840941
  nChanged 334
		SP:Iteration 25Q (17734.200000 sec): 3 clusters
  Score: Raw -3751156.557645 + Penalty 3399.411020 = -3747757.146624
  nChanged 306
		SP:Iteration 26Q (17734.260000 sec): 3 clusters
  Score: Raw -3751357.608579 + Penalty 3399.411020 = -3747958.197559
  nChanged 243
		SP:Iteration 27Q (17734.330000 sec): 3 clusters
  Score: Raw -3751491.498694 + Penalty 3399.411020 = -3748092.087673
  nChanged 170
		SP:Iteration 28Q (17734.400000 sec): 3 clusters
  Score: Raw -3751580.040607 + Penalty 3399.411020 = -3748180.629587
  nChanged 156
		SP:Iteration 29Q (17734.460000 sec): 3 clusters
  Score: Raw -3751657.162982 + Penalty 3399.411020 = -3748257.751962
  nChanged 122
		SP:Iteration 30Q (17734.520000 sec): 3 clusters
  Score: Raw -3751708.017984 + Penalty 3399.411020 = -3748308.606964
  nChanged 85
		SP:Iteration 31Q (17734.590000 sec): 3 clusters
  Score: Raw -3751738.998723 + Penalty 3399.411020 = -3748339.587703
  nChanged 76
		SP:Iteration 32Q (17734.650000 sec): 3 clusters
  Score: Raw -3751762.602005 + Penalty 3399.411020 = -3748363.190985
  nChanged 46
		SP:Iteration 33Q (17734.720000 sec): 3 clusters
  Score: Raw -3751775.436458 + Penalty 3399.411020 = -3748376.025438
  nChanged 33
		SP:Iteration 34Q (17734.780000 sec): 3 clusters
  Score: Raw -3751783.454694 + Penalty 3399.411020 = -3748384.043673
  nChanged 14
		SP:Iteration 35Q (17734.840000 sec): 3 clusters
  Score: Raw -3751786.469269 + Penalty 3399.411020 = -3748387.058249
  nChanged 18
		SP:Iteration 36Q (17734.900000 sec): 3 clusters
  Score: Raw -3751790.012166 + Penalty 3399.411020 = -3748390.601146
  nChanged 12
		SP:Iteration 37Q (17734.970000 sec): 3 clusters
  Score: Raw -3751792.470297 + Penalty 3399.411020 = -3748393.059277
  nChanged 12
		SP:Iteration 38Q (17735.030000 sec): 3 clusters
  Score: Raw -3751794.577253 + Penalty 3399.411020 = -3748395.166233
  nChanged 5
		SP:Iteration 39Q (17735.090000 sec): 3 clusters
  Score: Raw -3751795.346358 + Penalty 3399.411020 = -3748395.935338
  nChanged 4
		SP:Iteration 40F (17735.180000 sec): 3 clusters
  Score: Raw -3751796.207647 + Penalty 3399.411020 = -3748396.796627
  nChanged 4
		SP:Iteration 41Q (17735.240000 sec): 3 clusters
  Score: Raw -3751796.734236 + Penalty 3399.411020 = -3748397.323216
  nChanged 2
		SP:Iteration 42Q (17735.300000 sec): 3 clusters
  Score: Raw -3751797.270895 + Penalty 3399.411020 = -3748397.859875
  nChanged 4
		SP:Iteration 43Q (17735.370000 sec): 3 clusters
  Score: Raw -3751797.741815 + Penalty 3399.411020 = -3748398.330795
  nChanged 2
		SP:Iteration 44Q (17735.430000 sec): 3 clusters
  Score: Raw -3751798.146390 + Penalty 3399.411020 = -3748398.735370
  nChanged 3
		SP:Iteration 45Q (17735.490000 sec): 3 clusters
  Score: Raw -3751798.824302 + Penalty 3399.411020 = -3748399.413281
  nChanged 3
		SP:Iteration 46Q (17735.560000 sec): 3 clusters
  Score: Raw -3751799.302646 + Penalty 3399.411020 = -3748399.891626
  nChanged 3
		SP:Iteration 47Q (17735.620000 sec): 3 clusters
  Score: Raw -3751799.839841 + Penalty 3399.411020 = -3748400.428821
  nChanged 2
		SP:Iteration 48Q (17735.680000 sec): 3 clusters
  Score: Raw -3751800.209529 + Penalty 3399.411020 = -3748400.798509
  nChanged 2
		SP:Iteration 49Q (17735.740000 sec): 3 clusters
  Score: Raw -3751800.437123 + Penalty 3399.411020 = -3748401.026102
  nChanged 2
		SP:Iteration 50Q (17735.810000 sec): 3 clusters
  Score: Raw -3751800.925988 + Penalty 3399.411020 = -3748401.514968
  nChanged 1
		SP:Iteration 51Q (17735.870000 sec): 3 clusters
  Score: Raw -3751801.259029 + Penalty 3399.411020 = -3748401.848009
  nChanged 1
		SP:Iteration 52Q (17735.930000 sec): 3 clusters
  Score: Raw -3751801.502477 + Penalty 3399.411020 = -3748402.091457
  nChanged 1
		SP:Iteration 53Q (17736.000000 sec): 3 clusters
  Score: Raw -3751801.770523 + Penalty 3399.411020 = -3748402.359503
  nChanged 1
		SP:Iteration 54Q (17736.060000 sec): 3 clusters
  Score: Raw -3751801.921355 + Penalty 3399.411020 = -3748402.510335
  nChanged 1
		SP:Iteration 55Q (17736.120000 sec): 3 clusters
  Score: Raw -3751802.131809 + Penalty 3399.411020 = -3748402.720789
  nChanged 1
		SP:Iteration 56Q (17736.180000 sec): 3 clusters
  Score: Raw -3751802.478000 + Penalty 3399.411020 = -3748403.066979
  nChanged 1
		SP:Iteration 57Q (17736.250000 sec): 3 clusters
  Score: Raw -3751802.728309 + Penalty 3399.411020 = -3748403.317289
  nChanged 1
		SP:Iteration 58Q (17736.310000 sec): 3 clusters
  Score: Raw -3751802.917178 + Penalty 3399.411020 = -3748403.506158
  nChanged 3
		SP:Iteration 59Q (17736.380000 sec): 3 clusters
  Score: Raw -3751803.936514 + Penalty 3399.411020 = -3748404.525494
  nChanged 5
		SP:Iteration 60F (17736.460000 sec): 3 clusters
  Score: Raw -3751805.540561 + Penalty 3399.411020 = -3748406.129540
  nChanged 6
		SP:Iteration 61Q (17736.520000 sec): 3 clusters
  Score: Raw -3751807.163962 + Penalty 3399.411020 = -3748407.752942
  nChanged 5
		SP:Iteration 62Q (17736.580000 sec): 3 clusters
  Score: Raw -3751808.377744 + Penalty 3399.411020 = -3748408.966724
  nChanged 3
		SP:Iteration 63Q (17736.650000 sec): 3 clusters
  Score: Raw -3751808.951134 + Penalty 3399.411020 = -3748409.540114
  nChanged 2
		SP:Iteration 64Q (17736.710000 sec): 3 clusters
  Score: Raw -3751809.282792 + Penalty 3399.411020 = -3748409.871772
  nChanged 5
		SP:Iteration 65Q (17736.780000 sec): 3 clusters
  Score: Raw -3751810.343929 + Penalty 3399.411020 = -3748410.932908
  nChanged 3
		SP:Iteration 66Q (17736.840000 sec): 3 clusters
  Score: Raw -3751811.298783 + Penalty 3399.411020 = -3748411.887763
  nChanged 4
		SP:Iteration 67Q (17736.900000 sec): 3 clusters
  Score: Raw -3751811.900960 + Penalty 3399.411020 = -3748412.489940
  nChanged 2
		SP:Iteration 68Q (17736.960000 sec): 3 clusters
  Score: Raw -3751812.145675 + Penalty 3399.411020 = -3748412.734655
  nChanged 0
		SP:Iteration 69F (17737.050000 sec): 3 clusters
  Score: Raw -3751812.145675 + Penalty 3399.411020 = -3748412.734655
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17737.080000 sec): 2 clusters
  Score: Raw -502223.729652 + Penalty 1361.413808 = -500862.315844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17737.090000 sec): 3 clusters
  Score: Raw -500098.575351 + Penalty 2722.827615 = -497375.747736
  nChanged 1708
		SP:Iteration 1F (17737.100000 sec): 3 clusters
  Score: Raw -501096.464844 + Penalty 2722.827615 = -498373.637229
  nChanged 323
		SP:Iteration 2F (17737.110000 sec): 3 clusters
  Score: Raw -501312.524773 + Penalty 2722.827615 = -498589.697157
  nChanged 271
		SP:Iteration 3F (17737.120000 sec): 3 clusters
  Score: Raw -501515.047085 + Penalty 2722.827615 = -498792.219470
  nChanged 229
		SP:Iteration 4F (17737.130000 sec): 3 clusters
  Score: Raw -501682.091728 + Penalty 2722.827615 = -498959.264113
  nChanged 204
		SP:Iteration 5Q (17737.140000 sec): 3 clusters
  Score: Raw -501803.914884 + Penalty 2722.827615 = -499081.087269
  nChanged 183
		SP:Iteration 6Q (17737.150000 sec): 3 clusters
  Score: Raw -501911.640884 + Penalty 2722.827615 = -499188.813269
  nChanged 173
		SP:Iteration 7Q (17737.160000 sec): 3 clusters
  Score: Raw -502017.757570 + Penalty 2722.827615 = -499294.929955
  nChanged 141
		SP:Iteration 8Q (17737.170000 sec): 3 clusters
  Score: Raw -502090.811114 + Penalty 2722.827615 = -499367.983499
  nChanged 118
		SP:Iteration 9Q (17737.180000 sec): 3 clusters
  Score: Raw -502162.082725 + Penalty 2722.827615 = -499439.255110
  nChanged 127
		SP:Iteration 10Q (17737.190000 sec): 3 clusters
  Score: Raw -502238.460058 + Penalty 2722.827615 = -499515.632443
  nChanged 112
		SP:Iteration 11Q (17737.200000 sec): 3 clusters
  Score: Raw -502291.083305 + Penalty 2722.827615 = -499568.255689
  nChanged 101
		SP:Iteration 12Q (17737.210000 sec): 3 clusters
  Score: Raw -502337.847152 + Penalty 2722.827615 = -499615.019537
  nChanged 66
		SP:Iteration 13Q (17737.220000 sec): 3 clusters
  Score: Raw -502366.275565 + Penalty 2722.827615 = -499643.447950
  nChanged 58
		SP:Iteration 14Q (17737.220000 sec): 3 clusters
  Score: Raw -502390.722960 + Penalty 2722.827615 = -499667.895345
  nChanged 47
		SP:Iteration 15Q (17737.240000 sec): 3 clusters
  Score: Raw -502405.828814 + Penalty 2722.827615 = -499683.001199
  nChanged 40
		SP:Iteration 16Q (17737.240000 sec): 3 clusters
  Score: Raw -502419.258180 + Penalty 2722.827615 = -499696.430564
  nChanged 31
		SP:Iteration 17Q (17737.260000 sec): 3 clusters
  Score: Raw -502427.100249 + Penalty 2722.827615 = -499704.272633
  nChanged 19
		SP:Iteration 18Q (17737.260000 sec): 3 clusters
  Score: Raw -502431.857144 + Penalty 2722.827615 = -499709.029529
  nChanged 12
		SP:Iteration 19Q (17737.280000 sec): 3 clusters
  Score: Raw -502435.224035 + Penalty 2722.827615 = -499712.396420
  nChanged 15
		SP:Iteration 20F (17737.280000 sec): 3 clusters
  Score: Raw -502438.373310 + Penalty 2722.827615 = -499715.545695
  nChanged 5
		SP:Iteration 21Q (17737.300000 sec): 3 clusters
  Score: Raw -502439.532967 + Penalty 2722.827615 = -499716.705352
  nChanged 6
		SP:Iteration 22Q (17737.300000 sec): 3 clusters
  Score: Raw -502440.441108 + Penalty 2722.827615 = -499717.613493
  nChanged 5
		SP:Iteration 23Q (17737.320000 sec): 3 clusters
  Score: Raw -502441.494996 + Penalty 2722.827615 = -499718.667381
  nChanged 2
		SP:Iteration 24Q (17737.320000 sec): 3 clusters
  Score: Raw -502442.021510 + Penalty 2722.827615 = -499719.193895
  nChanged 1
		SP:Iteration 25Q (17737.340000 sec): 3 clusters
  Score: Raw -502442.114966 + Penalty 2722.827615 = -499719.287351
  nChanged 0
		SP:Iteration 26F (17737.340000 sec): 3 clusters
  Score: Raw -502442.114966 + Penalty 2722.827615 = -499719.287351
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17737.360000 sec): 2 clusters
  Score: Raw -250713.768878 + Penalty 1277.905795 = -249435.863083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17737.360000 sec): 3 clusters
  Score: Raw -249554.743787 + Penalty 2555.811589 = -246998.932198
  nChanged 966
		SP:Iteration 1F (17737.370000 sec): 3 clusters
  Score: Raw -250358.779365 + Penalty 2555.811589 = -247802.967775
  nChanged 269
		SP:Iteration 2F (17737.370000 sec): 3 clusters
  Score: Raw -250676.450645 + Penalty 2555.811589 = -248120.639056
  nChanged 184
		SP:Iteration 3F (17737.380000 sec): 3 clusters
  Score: Raw -250861.341700 + Penalty 2555.811589 = -248305.530110
  nChanged 136
		SP:Iteration 4F (17737.380000 sec): 3 clusters
  Score: Raw -250974.868420 + Penalty 2555.811589 = -248419.056830
  nChanged 120
		SP:Iteration 5Q (17737.390000 sec): 3 clusters
  Score: Raw -251109.290701 + Penalty 2555.811589 = -248553.479111
  nChanged 114
		SP:Iteration 6Q (17737.400000 sec): 3 clusters
  Score: Raw -251214.007118 + Penalty 2555.811589 = -248658.195529
  nChanged 95
		SP:Iteration 7Q (17737.400000 sec): 3 clusters
  Score: Raw -251281.721432 + Penalty 2555.811589 = -248725.909843
  nChanged 76
		SP:Iteration 8Q (17737.410000 sec): 3 clusters
  Score: Raw -251336.329488 + Penalty 2555.811589 = -248780.517899
  nChanged 57
		SP:Iteration 9Q (17737.420000 sec): 3 clusters
  Score: Raw -251382.084143 + Penalty 2555.811589 = -248826.272554
  nChanged 50
		SP:Iteration 10Q (17737.420000 sec): 3 clusters
  Score: Raw -251415.545623 + Penalty 2555.811589 = -248859.734033
  nChanged 48
		SP:Iteration 11Q (17737.420000 sec): 3 clusters
  Score: Raw -251447.123152 + Penalty 2555.811589 = -248891.311563
  nChanged 36
		SP:Iteration 12Q (17737.430000 sec): 3 clusters
  Score: Raw -251470.372972 + Penalty 2555.811589 = -248914.561383
  nChanged 29
		SP:Iteration 13Q (17737.440000 sec): 3 clusters
  Score: Raw -251487.400114 + Penalty 2555.811589 = -248931.588524
  nChanged 23
		SP:Iteration 14Q (17737.440000 sec): 3 clusters
  Score: Raw -251500.166167 + Penalty 2555.811589 = -248944.354578
  nChanged 21
		SP:Iteration 15Q (17737.450000 sec): 3 clusters
  Score: Raw -251516.190167 + Penalty 2555.811589 = -248960.378578
  nChanged 19
		SP:Iteration 16Q (17737.450000 sec): 3 clusters
  Score: Raw -251527.228976 + Penalty 2555.811589 = -248971.417387
  nChanged 14
		SP:Iteration 17Q (17737.460000 sec): 3 clusters
  Score: Raw -251539.256886 + Penalty 2555.811589 = -248983.445297
  nChanged 13
		SP:Iteration 18Q (17737.460000 sec): 3 clusters
  Score: Raw -251544.628372 + Penalty 2555.811589 = -248988.816783
  nChanged 6
		SP:Iteration 19Q (17737.470000 sec): 3 clusters
  Score: Raw -251547.230800 + Penalty 2555.811589 = -248991.419211
  nChanged 5
		SP:Iteration 20F (17737.480000 sec): 3 clusters
  Score: Raw -251549.771919 + Penalty 2555.811589 = -248993.960330
  nChanged 3
		SP:Iteration 21Q (17737.480000 sec): 3 clusters
  Score: Raw -251551.200796 + Penalty 2555.811589 = -248995.389207
  nChanged 3
		SP:Iteration 22Q (17737.490000 sec): 3 clusters
  Score: Raw -251553.066660 + Penalty 2555.811589 = -248997.255070
  nChanged 5
		SP:Iteration 23Q (17737.490000 sec): 3 clusters
  Score: Raw -251554.970944 + Penalty 2555.811589 = -248999.159354
  nChanged 4
		SP:Iteration 24Q (17737.500000 sec): 3 clusters
  Score: Raw -251557.014520 + Penalty 2555.811589 = -249001.202931
  nChanged 7
		SP:Iteration 25Q (17737.500000 sec): 3 clusters
  Score: Raw -251559.808514 + Penalty 2555.811589 = -249003.996925
  nChanged 8
		SP:Iteration 26Q (17737.510000 sec): 3 clusters
  Score: Raw -251563.286461 + Penalty 2555.811589 = -249007.474872
  nChanged 6
		SP:Iteration 27Q (17737.510000 sec): 3 clusters
  Score: Raw -251565.335785 + Penalty 2555.811589 = -249009.524195
  nChanged 0
		SP:Iteration 28F (17737.520000 sec): 3 clusters
  Score: Raw -251565.335785 + Penalty 2555.811589 = -249009.524195
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17737.620000 sec): 2 clusters
  Score: Raw -4464839.306610 + Penalty 1713.164061 = -4463126.142549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17737.720000 sec): 3 clusters
  Score: Raw -4441204.585136 + Penalty 3426.328122 = -4437778.257014
  nChanged 17673
		SP:Iteration 1F (17737.810000 sec): 3 clusters
  Score: Raw -4451006.705622 + Penalty 3426.328122 = -4447580.377500
  nChanged 1593
		SP:Iteration 2Q (17737.900000 sec): 3 clusters
  Score: Raw -4451522.383544 + Penalty 3426.328122 = -4448096.055423
  nChanged 1669
		SP:Iteration 3Q (17738.000000 sec): 3 clusters
  Score: Raw -4452144.108088 + Penalty 3426.328122 = -4448717.779966
  nChanged 1805
		SP:Iteration 4Q (17738.090000 sec): 3 clusters
  Score: Raw -4452925.801412 + Penalty 3426.328122 = -4449499.473290
  nChanged 2080
		SP:Iteration 5F (17738.180000 sec): 3 clusters
  Score: Raw -4453965.439060 + Penalty 3426.328122 = -4450539.110938
  nChanged 2271
		SP:Iteration 6F (17738.280000 sec): 3 clusters
  Score: Raw -4455320.168312 + Penalty 3426.328122 = -4451893.840190
  nChanged 2508
		SP:Iteration 7F (17738.370000 sec): 3 clusters
  Score: Raw -4457105.030627 + Penalty 3426.328122 = -4453678.702506
  nChanged 2463
		SP:Iteration 8F (17738.460000 sec): 3 clusters
  Score: Raw -4459025.767109 + Penalty 3426.328122 = -4455599.438987
  nChanged 2139
		SP:Iteration 9F (17738.550000 sec): 3 clusters
  Score: Raw -4460718.623908 + Penalty 3426.328122 = -4457292.295786
  nChanged 1693
		SP:Iteration 10Q (17738.640000 sec): 3 clusters
  Score: Raw -4462079.824452 + Penalty 3426.328122 = -4458653.496330
  nChanged 1300
		SP:Iteration 11Q (17738.730000 sec): 3 clusters
  Score: Raw -4463084.383220 + Penalty 3426.328122 = -4459658.055098
  nChanged 948
		SP:Iteration 12Q (17738.810000 sec): 3 clusters
  Score: Raw -4463770.517350 + Penalty 3426.328122 = -4460344.189229
  nChanged 637
		SP:Iteration 13Q (17738.890000 sec): 3 clusters
  Score: Raw -4464213.002436 + Penalty 3426.328122 = -4460786.674314
  nChanged 433
		SP:Iteration 14Q (17738.970000 sec): 3 clusters
  Score: Raw -4464524.290676 + Penalty 3426.328122 = -4461097.962554
  nChanged 289
		SP:Iteration 15Q (17739.040000 sec): 3 clusters
  Score: Raw -4464717.883302 + Penalty 3426.328122 = -4461291.555180
  nChanged 185
		SP:Iteration 16Q (17739.110000 sec): 3 clusters
  Score: Raw -4464825.930500 + Penalty 3426.328122 = -4461399.602378
  nChanged 111
		SP:Iteration 17Q (17739.180000 sec): 3 clusters
  Score: Raw -4464892.185928 + Penalty 3426.328122 = -4461465.857806
  nChanged 75
		SP:Iteration 18Q (17739.240000 sec): 3 clusters
  Score: Raw -4464933.433523 + Penalty 3426.328122 = -4461507.105401
  nChanged 55
		SP:Iteration 19Q (17739.310000 sec): 3 clusters
  Score: Raw -4464966.041356 + Penalty 3426.328122 = -4461539.713234
  nChanged 41
		SP:Iteration 20F (17739.400000 sec): 3 clusters
  Score: Raw -4464993.536773 + Penalty 3426.328122 = -4461567.208652
  nChanged 30
		SP:Iteration 21Q (17739.470000 sec): 3 clusters
  Score: Raw -4465014.467923 + Penalty 3426.328122 = -4461588.139801
  nChanged 24
		SP:Iteration 22Q (17739.540000 sec): 3 clusters
  Score: Raw -4465029.777922 + Penalty 3426.328122 = -4461603.449800
  nChanged 18
		SP:Iteration 23Q (17739.600000 sec): 3 clusters
  Score: Raw -4465041.555727 + Penalty 3426.328122 = -4461615.227605
  nChanged 20
		SP:Iteration 24Q (17739.680000 sec): 3 clusters
  Score: Raw -4465052.087204 + Penalty 3426.328122 = -4461625.759082
  nChanged 12
		SP:Iteration 25Q (17739.750000 sec): 3 clusters
  Score: Raw -4465061.457814 + Penalty 3426.328122 = -4461635.129692
  nChanged 9
		SP:Iteration 26Q (17739.810000 sec): 3 clusters
  Score: Raw -4465067.045990 + Penalty 3426.328122 = -4461640.717868
  nChanged 12
		SP:Iteration 27Q (17739.880000 sec): 3 clusters
  Score: Raw -4465074.056925 + Penalty 3426.328122 = -4461647.728804
  nChanged 7
		SP:Iteration 28Q (17739.940000 sec): 3 clusters
  Score: Raw -4465078.840112 + Penalty 3426.328122 = -4461652.511991
  nChanged 4
		SP:Iteration 29Q (17740.010000 sec): 3 clusters
  Score: Raw -4465082.616951 + Penalty 3426.328122 = -4461656.288829
  nChanged 4
		SP:Iteration 30Q (17740.070000 sec): 3 clusters
  Score: Raw -4465085.486374 + Penalty 3426.328122 = -4461659.158252
  nChanged 3
		SP:Iteration 31Q (17740.140000 sec): 3 clusters
  Score: Raw -4465086.297357 + Penalty 3426.328122 = -4461659.969236
  nChanged 1
		SP:Iteration 32Q (17740.210000 sec): 3 clusters
  Score: Raw -4465086.623759 + Penalty 3426.328122 = -4461660.295638
  nChanged 1
		SP:Iteration 33Q (17740.270000 sec): 3 clusters
  Score: Raw -4465087.083166 + Penalty 3426.328122 = -4461660.755044
  nChanged 0
		SP:Iteration 34F (17740.360000 sec): 3 clusters
  Score: Raw -4465087.083166 + Penalty 3426.328122 = -4461660.755044
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17740.390000 sec): 2 clusters
  Score: Raw -71850.205428 + Penalty 1059.361434 = -70790.843993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17740.390000 sec): 3 clusters
  Score: Raw -71701.357211 + Penalty 2118.722869 = -69582.634343
  nChanged 179
		SP:Iteration 1F (17740.390000 sec): 3 clusters
  Score: Raw -71943.555491 + Penalty 2118.722869 = -69824.832622
  nChanged 63
		SP:Iteration 2F (17740.390000 sec): 3 clusters
  Score: Raw -72093.360511 + Penalty 2118.722869 = -69974.637643
  nChanged 47
		SP:Iteration 3F (17740.390000 sec): 3 clusters
  Score: Raw -72174.753630 + Penalty 2118.722869 = -70056.030762
  nChanged 23
		SP:Iteration 4Q (17740.390000 sec): 3 clusters
  Score: Raw -72208.911037 + Penalty 2118.722869 = -70090.188168
  nChanged 15
		SP:Iteration 5Q (17740.390000 sec): 3 clusters
  Score: Raw -72237.730942 + Penalty 2118.722869 = -70119.008073
  nChanged 12
		SP:Iteration 6Q (17740.400000 sec): 3 clusters
  Score: Raw -72261.115316 + Penalty 2118.722869 = -70142.392448
  nChanged 8
		SP:Iteration 7Q (17740.400000 sec): 3 clusters
  Score: Raw -72277.457118 + Penalty 2118.722869 = -70158.734250
  nChanged 3
		SP:Iteration 8Q (17740.400000 sec): 3 clusters
  Score: Raw -72281.206459 + Penalty 2118.722869 = -70162.483590
  nChanged 2
		SP:Iteration 9Q (17740.400000 sec): 3 clusters
  Score: Raw -72282.440148 + Penalty 2118.722869 = -70163.717279
  nChanged 0
		SP:Iteration 10F (17740.400000 sec): 3 clusters
  Score: Raw -72282.440148 + Penalty 2118.722869 = -70163.717279
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 81 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17740.410000 sec): 2 clusters
  Score: Raw -15923.652376 + Penalty 832.644147 = -15091.008229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17740.410000 sec): 3 clusters
  Score: Raw -16079.988628 + Penalty 1665.288293 = -14414.700335
  nChanged 40
		SP:Iteration 1F (17740.410000 sec): 3 clusters
  Score: Raw -16235.550173 + Penalty 1665.288293 = -14570.261879
  nChanged 6
		SP:Iteration 2Q (17740.410000 sec): 3 clusters
  Score: Raw -16282.008281 + Penalty 1665.288293 = -14616.719988
  nChanged 2
		SP:Iteration 3Q (17740.410000 sec): 3 clusters
  Score: Raw -16309.289227 + Penalty 1665.288293 = -14644.000934
  nChanged 2
		SP:Iteration 4Q (17740.410000 sec): 3 clusters
  Score: Raw -16317.749195 + Penalty 1665.288293 = -14652.460902
  nChanged 0
		SP:Iteration 5F (17740.410000 sec): 3 clusters
  Score: Raw -16317.749195 + Penalty 1665.288293 = -14652.460902
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 82 (1008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17740.410000 sec): 2 clusters
  Score: Raw -109526.596417 + Penalty 1123.805060 = -108402.791357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17740.420000 sec): 3 clusters
  Score: Raw -109227.273786 + Penalty 2247.610121 = -106979.663665
  nChanged 297
		SP:Iteration 1F (17740.420000 sec): 3 clusters
  Score: Raw -109486.245415 + Penalty 2247.610121 = -107238.635294
  nChanged 67
		SP:Iteration 2F (17740.420000 sec): 3 clusters
  Score: Raw -109551.470390 + Penalty 2247.610121 = -107303.860269
  nChanged 46
		SP:Iteration 3Q (17740.430000 sec): 3 clusters
  Score: Raw -109587.926478 + Penalty 2247.610121 = -107340.316357
  nChanged 19
		SP:Iteration 4Q (17740.430000 sec): 3 clusters
  Score: Raw -109608.730966 + Penalty 2247.610121 = -107361.120845
  nChanged 17
		SP:Iteration 5Q (17740.430000 sec): 3 clusters
  Score: Raw -109624.194302 + Penalty 2247.610121 = -107376.584181
  nChanged 16
		SP:Iteration 6Q (17740.430000 sec): 3 clusters
  Score: Raw -109636.410483 + Penalty 2247.610121 = -107388.800362
  nChanged 8
		SP:Iteration 7Q (17740.430000 sec): 3 clusters
  Score: Raw -109643.859435 + Penalty 2247.610121 = -107396.249314
  nChanged 8
		SP:Iteration 8Q (17740.440000 sec): 3 clusters
  Score: Raw -109651.029145 + Penalty 2247.610121 = -107403.419024
  nChanged 7
		SP:Iteration 9Q (17740.440000 sec): 3 clusters
  Score: Raw -109656.990109 + Penalty 2247.610121 = -107409.379988
  nChanged 3
		SP:Iteration 10Q (17740.440000 sec): 3 clusters
  Score: Raw -109658.706368 + Penalty 2247.610121 = -107411.096247
  nChanged 2
		SP:Iteration 11Q (17740.450000 sec): 3 clusters
  Score: Raw -109660.180671 + Penalty 2247.610121 = -107412.570550
  nChanged 3
		SP:Iteration 12Q (17740.450000 sec): 3 clusters
  Score: Raw -109662.388360 + Penalty 2247.610121 = -107414.778239
  nChanged 2
		SP:Iteration 13Q (17740.450000 sec): 3 clusters
  Score: Raw -109664.642707 + Penalty 2247.610121 = -107417.032586
  nChanged 1
		SP:Iteration 14Q (17740.450000 sec): 3 clusters
  Score: Raw -109664.945171 + Penalty 2247.610121 = -107417.335050
  nChanged 1
		SP:Iteration 15Q (17740.450000 sec): 3 clusters
  Score: Raw -109665.757062 + Penalty 2247.610121 = -107418.146941
  nChanged 2
		SP:Iteration 16Q (17740.450000 sec): 3 clusters
  Score: Raw -109668.168656 + Penalty 2247.610121 = -107420.558535
  nChanged 3
		SP:Iteration 17Q (17740.450000 sec): 3 clusters
  Score: Raw -109670.933640 + Penalty 2247.610121 = -107423.323519
  nChanged 2
		SP:Iteration 18Q (17740.460000 sec): 3 clusters
  Score: Raw -109672.266569 + Penalty 2247.610121 = -107424.656449
  nChanged 2
		SP:Iteration 19Q (17740.460000 sec): 3 clusters
  Score: Raw -109674.031223 + Penalty 2247.610121 = -107426.421102
  nChanged 6
		SP:Iteration 20F (17740.460000 sec): 3 clusters
  Score: Raw -109678.664193 + Penalty 2247.610121 = -107431.054072
  nChanged 2
		SP:Iteration 21Q (17740.470000 sec): 3 clusters
  Score: Raw -109680.696157 + Penalty 2247.610121 = -107433.086036
  nChanged 1
		SP:Iteration 22Q (17740.470000 sec): 3 clusters
  Score: Raw -109681.003946 + Penalty 2247.610121 = -107433.393826
  nChanged 0
		SP:Iteration 23F (17740.470000 sec): 3 clusters
  Score: Raw -109681.003946 + Penalty 2247.610121 = -107433.393826
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 83 (5111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17740.490000 sec): 2 clusters
  Score: Raw -580837.653909 + Penalty 1387.611933 = -579450.041976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17740.500000 sec): 3 clusters
  Score: Raw -578140.748823 + Penalty 2775.223867 = -575365.524956
  nChanged 2082
		SP:Iteration 1F (17740.510000 sec): 3 clusters
  Score: Raw -579288.823208 + Penalty 2775.223867 = -576513.599341
  nChanged 367
		SP:Iteration 2F (17740.520000 sec): 3 clusters
  Score: Raw -579472.300118 + Penalty 2775.223867 = -576697.076251
  nChanged 284
		SP:Iteration 3F (17740.530000 sec): 3 clusters
  Score: Raw -579626.268926 + Penalty 2775.223867 = -576851.045059
  nChanged 246
		SP:Iteration 4Q (17740.550000 sec): 3 clusters
  Score: Raw -579770.345748 + Penalty 2775.223867 = -576995.121882
  nChanged 221
		SP:Iteration 5Q (17740.560000 sec): 3 clusters
  Score: Raw -579891.900869 + Penalty 2775.223867 = -577116.677003
  nChanged 180
		SP:Iteration 6Q (17740.570000 sec): 3 clusters
  Score: Raw -579990.854570 + Penalty 2775.223867 = -577215.630703
  nChanged 173
		SP:Iteration 7Q (17740.580000 sec): 3 clusters
  Score: Raw -580096.555181 + Penalty 2775.223867 = -577321.331315
  nChanged 189
		SP:Iteration 8Q (17740.590000 sec): 3 clusters
  Score: Raw -580202.640852 + Penalty 2775.223867 = -577427.416986
  nChanged 183
		SP:Iteration 9Q (17740.610000 sec): 3 clusters
  Score: Raw -580309.781208 + Penalty 2775.223867 = -577534.557342
  nChanged 192
		SP:Iteration 10Q (17740.620000 sec): 3 clusters
  Score: Raw -580434.153150 + Penalty 2775.223867 = -577658.929283
  nChanged 170
		SP:Iteration 11Q (17740.630000 sec): 3 clusters
  Score: Raw -580529.353619 + Penalty 2775.223867 = -577754.129752
  nChanged 141
		SP:Iteration 12Q (17740.640000 sec): 3 clusters
  Score: Raw -580619.508725 + Penalty 2775.223867 = -577844.284858
  nChanged 125
		SP:Iteration 13Q (17740.650000 sec): 3 clusters
  Score: Raw -580706.879970 + Penalty 2775.223867 = -577931.656103
  nChanged 114
		SP:Iteration 14Q (17740.670000 sec): 3 clusters
  Score: Raw -580786.020843 + Penalty 2775.223867 = -578010.796977
  nChanged 94
		SP:Iteration 15Q (17740.680000 sec): 3 clusters
  Score: Raw -580850.648886 + Penalty 2775.223867 = -578075.425019
  nChanged 81
		SP:Iteration 16Q (17740.690000 sec): 3 clusters
  Score: Raw -580905.790925 + Penalty 2775.223867 = -578130.567059
  nChanged 75
		SP:Iteration 17Q (17740.700000 sec): 3 clusters
  Score: Raw -580953.134274 + Penalty 2775.223867 = -578177.910407
  nChanged 67
		SP:Iteration 18Q (17740.710000 sec): 3 clusters
  Score: Raw -580997.134536 + Penalty 2775.223867 = -578221.910670
  nChanged 50
		SP:Iteration 19Q (17740.720000 sec): 3 clusters
  Score: Raw -581030.054537 + Penalty 2775.223867 = -578254.830670
  nChanged 52
		SP:Iteration 20F (17740.730000 sec): 3 clusters
  Score: Raw -581069.285118 + Penalty 2775.223867 = -578294.061251
  nChanged 42
		SP:Iteration 21Q (17740.750000 sec): 3 clusters
  Score: Raw -581104.866387 + Penalty 2775.223867 = -578329.642521
  nChanged 39
		SP:Iteration 22Q (17740.760000 sec): 3 clusters
  Score: Raw -581142.604586 + Penalty 2775.223867 = -578367.380719
  nChanged 36
		SP:Iteration 23Q (17740.770000 sec): 3 clusters
  Score: Raw -581180.809979 + Penalty 2775.223867 = -578405.586112
  nChanged 40
		SP:Iteration 24Q (17740.780000 sec): 3 clusters
  Score: Raw -581225.898161 + Penalty 2775.223867 = -578450.674294
  nChanged 40
		SP:Iteration 25Q (17740.790000 sec): 3 clusters
  Score: Raw -581264.282665 + Penalty 2775.223867 = -578489.058799
  nChanged 34
		SP:Iteration 26Q (17740.800000 sec): 3 clusters
  Score: Raw -581299.631273 + Penalty 2775.223867 = -578524.407406
  nChanged 29
		SP:Iteration 27Q (17740.810000 sec): 3 clusters
  Score: Raw -581322.560278 + Penalty 2775.223867 = -578547.336411
  nChanged 28
		SP:Iteration 28Q (17740.820000 sec): 3 clusters
  Score: Raw -581339.950155 + Penalty 2775.223867 = -578564.726289
  nChanged 11
		SP:Iteration 29Q (17740.830000 sec): 3 clusters
  Score: Raw -581345.508747 + Penalty 2775.223867 = -578570.284880
  nChanged 10
		SP:Iteration 30Q (17740.840000 sec): 3 clusters
  Score: Raw -581351.463795 + Penalty 2775.223867 = -578576.239929
  nChanged 10
		SP:Iteration 31Q (17740.850000 sec): 3 clusters
  Score: Raw -581357.382282 + Penalty 2775.223867 = -578582.158416
  nChanged 7
		SP:Iteration 32Q (17740.850000 sec): 3 clusters
  Score: Raw -581360.658899 + Penalty 2775.223867 = -578585.435033
  nChanged 3
		SP:Iteration 33Q (17740.870000 sec): 3 clusters
  Score: Raw -581361.659444 + Penalty 2775.223867 = -578586.435577
  nChanged 1
		SP:Iteration 34Q (17740.870000 sec): 3 clusters
  Score: Raw -581362.276349 + Penalty 2775.223867 = -578587.052482
  nChanged 2
		SP:Iteration 35Q (17740.880000 sec): 3 clusters
  Score: Raw -581362.839035 + Penalty 2775.223867 = -578587.615168
  nChanged 2
		SP:Iteration 36Q (17740.890000 sec): 3 clusters
  Score: Raw -581364.169005 + Penalty 2775.223867 = -578588.945139
  nChanged 2
		SP:Iteration 37Q (17740.900000 sec): 3 clusters
  Score: Raw -581364.601803 + Penalty 2775.223867 = -578589.377936
  nChanged 1
		SP:Iteration 38Q (17740.910000 sec): 3 clusters
  Score: Raw -581364.786141 + Penalty 2775.223867 = -578589.562274
  nChanged 0
		SP:Iteration 39F (17740.920000 sec): 3 clusters
  Score: Raw -581364.786141 + Penalty 2775.223867 = -578589.562274
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 84 (318196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17741.800000 sec): 2 clusters
  Score: Raw -36906955.328554 + Penalty 2058.943709 = -36904896.384845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17742.610000 sec): 3 clusters
  Score: Raw -36693668.819121 + Penalty 4117.887418 = -36689550.931704
  nChanged 155592
		SP:Iteration 1F (17743.400000 sec): 3 clusters
  Score: Raw -36786308.074080 + Penalty 4117.887418 = -36782190.186663
  nChanged 8347
		SP:Iteration 2Q (17744.210000 sec): 3 clusters
  Score: Raw -36788071.462560 + Penalty 4117.887418 = -36783953.575142
  nChanged 9920
		SP:Iteration 3Q (17745.020000 sec): 3 clusters
  Score: Raw -36790836.681639 + Penalty 4117.887418 = -36786718.794221
  nChanged 12806
		SP:Iteration 4Q (17745.830000 sec): 3 clusters
  Score: Raw -36795688.592939 + Penalty 4117.887418 = -36791570.705521
  nChanged 16761
		SP:Iteration 5F (17746.630000 sec): 3 clusters
  Score: Raw -36804223.658703 + Penalty 4117.887418 = -36800105.771285
  nChanged 21607
		SP:Iteration 6F (17747.410000 sec): 3 clusters
  Score: Raw -36818513.593437 + Penalty 4117.887418 = -36814395.706019
  nChanged 26083
		SP:Iteration 7F (17748.200000 sec): 3 clusters
  Score: Raw -36839885.266305 + Penalty 4117.887418 = -36835767.378887
  nChanged 26842
		SP:Iteration 8F (17748.990000 sec): 3 clusters
  Score: Raw -36865092.100432 + Penalty 4117.887418 = -36860974.213014
  nChanged 21928
		SP:Iteration 9F (17749.770000 sec): 3 clusters
  Score: Raw -36886973.614765 + Penalty 4117.887418 = -36882855.727348
  nChanged 13256
		SP:Iteration 10Q (17750.520000 sec): 3 clusters
  Score: Raw -36900058.970963 + Penalty 4117.887418 = -36895941.083546
  nChanged 5505
		SP:Iteration 11Q (17751.190000 sec): 3 clusters
  Score: Raw -36905120.608746 + Penalty 4117.887418 = -36901002.721329
  nChanged 1695
		SP:Iteration 12Q (17751.800000 sec): 3 clusters
  Score: Raw -36906574.456803 + Penalty 4117.887418 = -36902456.569385
  nChanged 445
		SP:Iteration 13Q (17752.380000 sec): 3 clusters
  Score: Raw -36906945.692446 + Penalty 4117.887418 = -36902827.805028
  nChanged 149
		SP:Iteration 14Q (17752.940000 sec): 3 clusters
  Score: Raw -36907078.848725 + Penalty 4117.887418 = -36902960.961307
  nChanged 67
		SP:Iteration 15Q (17753.500000 sec): 3 clusters
  Score: Raw -36907150.661577 + Penalty 4117.887418 = -36903032.774160
  nChanged 35
		SP:Iteration 16Q (17754.060000 sec): 3 clusters
  Score: Raw -36907186.502670 + Penalty 4117.887418 = -36903068.615252
  nChanged 16
		SP:Iteration 17Q (17754.600000 sec): 3 clusters
  Score: Raw -36907205.538614 + Penalty 4117.887418 = -36903087.651196
  nChanged 14
		SP:Iteration 18Q (17755.140000 sec): 3 clusters
  Score: Raw -36907227.470884 + Penalty 4117.887418 = -36903109.583466
  nChanged 15
		SP:Iteration 19Q (17755.690000 sec): 3 clusters
  Score: Raw -36907239.225664 + Penalty 4117.887418 = -36903121.338246
  nChanged 5
		SP:Iteration 20F (17756.480000 sec): 3 clusters
  Score: Raw -36907245.690573 + Penalty 4117.887418 = -36903127.803155
  nChanged 4
		SP:Iteration 21Q (17757.040000 sec): 3 clusters
  Score: Raw -36907249.388249 + Penalty 4117.887418 = -36903131.500832
  nChanged 3
		SP:Iteration 22Q (17757.590000 sec): 3 clusters
  Score: Raw -36907251.191474 + Penalty 4117.887418 = -36903133.304056
  nChanged 0
		SP:Iteration 23F (17758.380000 sec): 3 clusters
  Score: Raw -36907251.191474 + Penalty 4117.887418 = -36903133.304056
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 85 (907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17758.530000 sec): 2 clusters
  Score: Raw -101105.717707 + Penalty 1106.648148 = -99999.069558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17758.530000 sec): 3 clusters
  Score: Raw -100817.960529 + Penalty 2213.296296 = -98604.664233
  nChanged 254
		SP:Iteration 1F (17758.540000 sec): 3 clusters
  Score: Raw -101045.251825 + Penalty 2213.296296 = -98831.955528
  nChanged 59
		SP:Iteration 2F (17758.540000 sec): 3 clusters
  Score: Raw -101116.449266 + Penalty 2213.296296 = -98903.152969
  nChanged 37
		SP:Iteration 3Q (17758.540000 sec): 3 clusters
  Score: Raw -101153.004055 + Penalty 2213.296296 = -98939.707759
  nChanged 25
		SP:Iteration 4Q (17758.540000 sec): 3 clusters
  Score: Raw -101175.693870 + Penalty 2213.296296 = -98962.397574
  nChanged 17
		SP:Iteration 5Q (17758.540000 sec): 3 clusters
  Score: Raw -101192.048213 + Penalty 2213.296296 = -98978.751917
  nChanged 11
		SP:Iteration 6Q (17758.540000 sec): 3 clusters
  Score: Raw -101203.247622 + Penalty 2213.296296 = -98989.951326
  nChanged 6
		SP:Iteration 7Q (17758.550000 sec): 3 clusters
  Score: Raw -101210.786394 + Penalty 2213.296296 = -98997.490097
  nChanged 7
		SP:Iteration 8Q (17758.550000 sec): 3 clusters
  Score: Raw -101218.024904 + Penalty 2213.296296 = -99004.728608
  nChanged 4
		SP:Iteration 9Q (17758.550000 sec): 3 clusters
  Score: Raw -101221.319160 + Penalty 2213.296296 = -99008.022864
  nChanged 3
		SP:Iteration 10Q (17758.550000 sec): 3 clusters
  Score: Raw -101223.924036 + Penalty 2213.296296 = -99010.627740
  nChanged 1
		SP:Iteration 11Q (17758.560000 sec): 3 clusters
  Score: Raw -101225.184755 + Penalty 2213.296296 = -99011.888459
  nChanged 1
		SP:Iteration 12Q (17758.560000 sec): 3 clusters
  Score: Raw -101226.262335 + Penalty 2213.296296 = -99012.966039
  nChanged 1
		SP:Iteration 13Q (17758.560000 sec): 3 clusters
  Score: Raw -101228.448059 + Penalty 2213.296296 = -99015.151763
  nChanged 1
		SP:Iteration 14Q (17758.560000 sec): 3 clusters
  Score: Raw -101228.735047 + Penalty 2213.296296 = -99015.438751
  nChanged 1
		SP:Iteration 15Q (17758.560000 sec): 3 clusters
  Score: Raw -101228.994138 + Penalty 2213.296296 = -99015.697841
  nChanged 0
		SP:Iteration 16F (17758.570000 sec): 3 clusters
  Score: Raw -101228.994138 + Penalty 2213.296296 = -99015.697841
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 86 (1180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17758.570000 sec): 2 clusters
  Score: Raw -122242.111290 + Penalty 1149.406329 = -121092.704961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17758.580000 sec): 3 clusters
  Score: Raw -121845.087156 + Penalty 2298.812658 = -119546.274497
  nChanged 367
		SP:Iteration 1F (17758.580000 sec): 3 clusters
  Score: Raw -122137.145680 + Penalty 2298.812658 = -119838.333021
  nChanged 95
		SP:Iteration 2F (17758.580000 sec): 3 clusters
  Score: Raw -122249.778725 + Penalty 2298.812658 = -119950.966067
  nChanged 66
		SP:Iteration 3F (17758.580000 sec): 3 clusters
  Score: Raw -122327.089706 + Penalty 2298.812658 = -120028.277048
  nChanged 46
		SP:Iteration 4Q (17758.590000 sec): 3 clusters
  Score: Raw -122388.229393 + Penalty 2298.812658 = -120089.416735
  nChanged 45
		SP:Iteration 5Q (17758.590000 sec): 3 clusters
  Score: Raw -122433.184499 + Penalty 2298.812658 = -120134.371841
  nChanged 30
		SP:Iteration 6Q (17758.590000 sec): 3 clusters
  Score: Raw -122465.922538 + Penalty 2298.812658 = -120167.109880
  nChanged 23
		SP:Iteration 7Q (17758.600000 sec): 3 clusters
  Score: Raw -122491.102803 + Penalty 2298.812658 = -120192.290144
  nChanged 16
		SP:Iteration 8Q (17758.600000 sec): 3 clusters
  Score: Raw -122516.756338 + Penalty 2298.812658 = -120217.943680
  nChanged 21
		SP:Iteration 9Q (17758.600000 sec): 3 clusters
  Score: Raw -122540.266532 + Penalty 2298.812658 = -120241.453874
  nChanged 17
		SP:Iteration 10Q (17758.600000 sec): 3 clusters
  Score: Raw -122552.380163 + Penalty 2298.812658 = -120253.567505
  nChanged 15
		SP:Iteration 11Q (17758.610000 sec): 3 clusters
  Score: Raw -122570.241077 + Penalty 2298.812658 = -120271.428419
  nChanged 13
		SP:Iteration 12Q (17758.610000 sec): 3 clusters
  Score: Raw -122579.605641 + Penalty 2298.812658 = -120280.792983
  nChanged 8
		SP:Iteration 13Q (17758.610000 sec): 3 clusters
  Score: Raw -122585.906066 + Penalty 2298.812658 = -120287.093408
  nChanged 6
		SP:Iteration 14Q (17758.610000 sec): 3 clusters
  Score: Raw -122591.489991 + Penalty 2298.812658 = -120292.677333
  nChanged 8
		SP:Iteration 15Q (17758.620000 sec): 3 clusters
  Score: Raw -122597.249806 + Penalty 2298.812658 = -120298.437148
  nChanged 2
		SP:Iteration 16Q (17758.620000 sec): 3 clusters
  Score: Raw -122598.205971 + Penalty 2298.812658 = -120299.393313
  nChanged 2
		SP:Iteration 17Q (17758.620000 sec): 3 clusters
  Score: Raw -122598.683040 + Penalty 2298.812658 = -120299.870382
  nChanged 0
		SP:Iteration 18F (17758.620000 sec): 3 clusters
  Score: Raw -122598.683040 + Penalty 2298.812658 = -120299.870382
  nChanged 0
Iteration 379Q (17770.200000 sec): 88 clusters
  Score: Raw -173914803.936378 + Penalty 201542.503866 = -173713261.432512
  nChanged 118
Iteration 380F (17883.880000 sec): 88 clusters
  Score: Raw -173914998.389439 + Penalty 201542.503866 = -173713455.885573
  nChanged 157
Iteration 381Q (17895.520000 sec): 88 clusters
  Score: Raw -173915113.597767 + Penalty 201542.503866 = -173713571.093902
  nChanged 91
Iteration 382Q (17907.150000 sec): 88 clusters
  Score: Raw -173915154.240553 + Penalty 201542.503866 = -173713611.736687
  nChanged 70
Iteration 383Q (17918.620000 sec): 88 clusters
  Score: Raw -173915188.661949 + Penalty 201542.503866 = -173713646.158083
  nChanged 73
Iteration 384Q (17930.110000 sec): 88 clusters
  Score: Raw -173915221.938890 + Penalty 201542.503866 = -173713679.435024
  nChanged 66
Iteration 385Q (17941.690000 sec): 88 clusters
  Score: Raw -173915247.082343 + Penalty 201542.503866 = -173713704.578477
  nChanged 58
Iteration 386Q (17953.270000 sec): 88 clusters
  Score: Raw -173915264.343607 + Penalty 201542.503866 = -173713721.839741
  nChanged 49
Iteration 387Q (17964.820000 sec): 88 clusters
  Score: Raw -173915277.085575 + Penalty 201542.503866 = -173713734.581709
  nChanged 39
Iteration 388Q (17976.370000 sec): 88 clusters
  Score: Raw -173915286.118369 + Penalty 201542.503866 = -173713743.614503
  nChanged 24
Iteration 389Q (17987.940000 sec): 88 clusters
  Score: Raw -173915290.305855 + Penalty 201542.503866 = -173713747.801989
  nChanged 17
Iteration 390Q (17999.580000 sec): 88 clusters
  Score: Raw -173915291.464073 + Penalty 201542.503866 = -173713748.960207
  nChanged 13
Iteration 391Q (18011.240000 sec): 88 clusters
  Score: Raw -173915292.030756 + Penalty 201542.503866 = -173713749.526890
  nChanged 3
Iteration 392Q (18022.870000 sec): 88 clusters
  Score: Raw -173915292.064859 + Penalty 201542.503866 = -173713749.560993
  nChanged 1
Iteration 393Q (18034.350000 sec): 88 clusters
  Score: Raw -173915292.069709 + Penalty 201542.503866 = -173713749.565844
  nChanged 1
Iteration 394Q (18045.920000 sec): 88 clusters
  Score: Raw -173915292.077960 + Penalty 201542.503866 = -173713749.574094
  nChanged 3
Iteration 395Q (18057.460000 sec): 88 clusters
  Score: Raw -173915292.100568 + Penalty 201542.503866 = -173713749.596702
  nChanged 2
Iteration 396Q (18069.120000 sec): 88 clusters
  Score: Raw -173915292.113291 + Penalty 201542.503866 = -173713749.609426
  nChanged 0
Iteration 397F (18181.010000 sec): 88 clusters
  Score: Raw -173915292.113291 + Penalty 201542.503866 = -173713749.609426
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173915292.113291 + Penalty 201542.503866 = -173713749.609426
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18181.220000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18181.220000 sec): 3 clusters
  Score: Raw -23960.906942 + Penalty 1737.809947 = -22223.096995
  nChanged 22
		SP:Iteration 1F (18181.220000 sec): 3 clusters
  Score: Raw -24015.860440 + Penalty 1737.809947 = -22278.050493
  nChanged 5
		SP:Iteration 2Q (18181.230000 sec): 3 clusters
  Score: Raw -24042.937189 + Penalty 1737.809947 = -22305.127242
  nChanged 5
		SP:Iteration 3Q (18181.230000 sec): 3 clusters
  Score: Raw -24058.284652 + Penalty 1737.809947 = -22320.474704
  nChanged 2
		SP:Iteration 4Q (18181.230000 sec): 3 clusters
  Score: Raw -24065.463118 + Penalty 1737.809947 = -22327.653171
  nChanged 0
		SP:Iteration 5F (18181.230000 sec): 3 clusters
  Score: Raw -24065.463118 + Penalty 1737.809947 = -22327.653171
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (4183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18181.250000 sec): 2 clusters
  Score: Raw -443116.345685 + Penalty 1355.052395 = -441761.293290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18181.260000 sec): 3 clusters
  Score: Raw -441004.386379 + Penalty 2710.104791 = -438294.281588
  nChanged 1637
		SP:Iteration 1F (18181.270000 sec): 3 clusters
  Score: Raw -442049.306538 + Penalty 2710.104791 = -439339.201747
  nChanged 375
		SP:Iteration 2F (18181.280000 sec): 3 clusters
  Score: Raw -442357.190113 + Penalty 2710.104791 = -439647.085322
  nChanged 312
		SP:Iteration 3F (18181.290000 sec): 3 clusters
  Score: Raw -442643.216943 + Penalty 2710.104791 = -439933.112152
  nChanged 288
		SP:Iteration 4F (18181.300000 sec): 3 clusters
  Score: Raw -442868.100333 + Penalty 2710.104791 = -440157.995542
  nChanged 227
		SP:Iteration 5F (18181.310000 sec): 3 clusters
  Score: Raw -443034.339559 + Penalty 2710.104791 = -440324.234768
  nChanged 192
		SP:Iteration 6Q (18181.320000 sec): 3 clusters
  Score: Raw -443190.908983 + Penalty 2710.104791 = -440480.804192
  nChanged 176
		SP:Iteration 7Q (18181.330000 sec): 3 clusters
  Score: Raw -443341.883689 + Penalty 2710.104791 = -440631.778898
  nChanged 160
		SP:Iteration 8Q (18181.340000 sec): 3 clusters
  Score: Raw -443466.217170 + Penalty 2710.104791 = -440756.112380
  nChanged 123
		SP:Iteration 9Q (18181.340000 sec): 3 clusters
  Score: Raw -443549.324953 + Penalty 2710.104791 = -440839.220162
  nChanged 85
		SP:Iteration 10Q (18181.350000 sec): 3 clusters
  Score: Raw -443597.736185 + Penalty 2710.104791 = -440887.631394
  nChanged 62
		SP:Iteration 11Q (18181.360000 sec): 3 clusters
  Score: Raw -443631.468606 + Penalty 2710.104791 = -440921.363815
  nChanged 49
		SP:Iteration 12Q (18181.370000 sec): 3 clusters
  Score: Raw -443648.032378 + Penalty 2710.104791 = -440937.927588
  nChanged 25
		SP:Iteration 13Q (18181.380000 sec): 3 clusters
  Score: Raw -443656.297988 + Penalty 2710.104791 = -440946.193197
  nChanged 24
		SP:Iteration 14Q (18181.390000 sec): 3 clusters
  Score: Raw -443664.238794 + Penalty 2710.104791 = -440954.134004
  nChanged 17
		SP:Iteration 15Q (18181.400000 sec): 3 clusters
  Score: Raw -443670.494270 + Penalty 2710.104791 = -440960.389479
  nChanged 11
		SP:Iteration 16Q (18181.410000 sec): 3 clusters
  Score: Raw -443674.528839 + Penalty 2710.104791 = -440964.424048
  nChanged 10
		SP:Iteration 17Q (18181.420000 sec): 3 clusters
  Score: Raw -443677.128666 + Penalty 2710.104791 = -440967.023875
  nChanged 6
		SP:Iteration 18Q (18181.420000 sec): 3 clusters
  Score: Raw -443680.174936 + Penalty 2710.104791 = -440970.070145
  nChanged 11
		SP:Iteration 19Q (18181.440000 sec): 3 clusters
  Score: Raw -443684.693514 + Penalty 2710.104791 = -440974.588723
  nChanged 9
		SP:Iteration 20F (18181.440000 sec): 3 clusters
  Score: Raw -443687.468640 + Penalty 2710.104791 = -440977.363849
  nChanged 11
		SP:Iteration 21Q (18181.450000 sec): 3 clusters
  Score: Raw -443690.535472 + Penalty 2710.104791 = -440980.430682
  nChanged 7
		SP:Iteration 22Q (18181.460000 sec): 3 clusters
  Score: Raw -443692.375198 + Penalty 2710.104791 = -440982.270408
  nChanged 8
		SP:Iteration 23Q (18181.470000 sec): 3 clusters
  Score: Raw -443694.257834 + Penalty 2710.104791 = -440984.153044
  nChanged 7
		SP:Iteration 24Q (18181.480000 sec): 3 clusters
  Score: Raw -443695.759281 + Penalty 2710.104791 = -440985.654490
  nChanged 3
		SP:Iteration 25Q (18181.490000 sec): 3 clusters
  Score: Raw -443697.114599 + Penalty 2710.104791 = -440987.009809
  nChanged 11
		SP:Iteration 26Q (18181.500000 sec): 3 clusters
  Score: Raw -443701.256284 + Penalty 2710.104791 = -440991.151493
  nChanged 8
		SP:Iteration 27Q (18181.510000 sec): 3 clusters
  Score: Raw -443704.431818 + Penalty 2710.104791 = -440994.327027
  nChanged 8
		SP:Iteration 28Q (18181.520000 sec): 3 clusters
  Score: Raw -443706.255738 + Penalty 2710.104791 = -440996.150947
  nChanged 2
		SP:Iteration 29Q (18181.520000 sec): 3 clusters
  Score: Raw -443707.252397 + Penalty 2710.104791 = -440997.147607
  nChanged 3
		SP:Iteration 30Q (18181.530000 sec): 3 clusters
  Score: Raw -443708.303594 + Penalty 2710.104791 = -440998.198803
  nChanged 1
		SP:Iteration 31Q (18181.540000 sec): 3 clusters
  Score: Raw -443708.612856 + Penalty 2710.104791 = -440998.508065
  nChanged 0
		SP:Iteration 32F (18181.550000 sec): 3 clusters
  Score: Raw -443708.612856 + Penalty 2710.104791 = -440998.508065
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (27393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18181.630000 sec): 2 clusters
  Score: Raw -2926785.941352 + Penalty 1660.431953 = -2925125.509399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18181.700000 sec): 3 clusters
  Score: Raw -2909848.923573 + Penalty 3320.863905 = -2906528.059667
  nChanged 12604
		SP:Iteration 1F (18181.760000 sec): 3 clusters
  Score: Raw -2917278.144133 + Penalty 3320.863905 = -2913957.280227
  nChanged 1574
		SP:Iteration 2F (18181.830000 sec): 3 clusters
  Score: Raw -2917992.663889 + Penalty 3320.863905 = -2914671.799984
  nChanged 1549
		SP:Iteration 3F (18181.890000 sec): 3 clusters
  Score: Raw -2918658.986025 + Penalty 3320.863905 = -2915338.122120
  nChanged 1424
		SP:Iteration 4F (18181.960000 sec): 3 clusters
  Score: Raw -2919298.539250 + Penalty 3320.863905 = -2915977.675345
  nChanged 1387
		SP:Iteration 5F (18182.020000 sec): 3 clusters
  Score: Raw -2919876.800675 + Penalty 3320.863905 = -2916555.936770
  nChanged 1247
		SP:Iteration 6Q (18182.090000 sec): 3 clusters
  Score: Raw -2920423.016967 + Penalty 3320.863905 = -2917102.153062
  nChanged 1260
		SP:Iteration 7Q (18182.160000 sec): 3 clusters
  Score: Raw -2921008.909046 + Penalty 3320.863905 = -2917688.045140
  nChanged 1233
		SP:Iteration 8Q (18182.230000 sec): 3 clusters
  Score: Raw -2921595.274418 + Penalty 3320.863905 = -2918274.410512
  nChanged 1209
		SP:Iteration 9Q (18182.290000 sec): 3 clusters
  Score: Raw -2922207.188001 + Penalty 3320.863905 = -2918886.324096
  nChanged 1162
		SP:Iteration 10Q (18182.360000 sec): 3 clusters
  Score: Raw -2922798.405994 + Penalty 3320.863905 = -2919477.542089
  nChanged 1065
		SP:Iteration 11Q (18182.420000 sec): 3 clusters
  Score: Raw -2923349.613209 + Penalty 3320.863905 = -2920028.749304
  nChanged 959
		SP:Iteration 12Q (18182.490000 sec): 3 clusters
  Score: Raw -2923875.157371 + Penalty 3320.863905 = -2920554.293466
  nChanged 878
		SP:Iteration 13Q (18182.560000 sec): 3 clusters
  Score: Raw -2924402.889932 + Penalty 3320.863905 = -2921082.026027
  nChanged 836
		SP:Iteration 14Q (18182.620000 sec): 3 clusters
  Score: Raw -2924874.629671 + Penalty 3320.863905 = -2921553.765765
  nChanged 718
		SP:Iteration 15Q (18182.680000 sec): 3 clusters
  Score: Raw -2925316.594555 + Penalty 3320.863905 = -2921995.730649
  nChanged 589
		SP:Iteration 16Q (18182.750000 sec): 3 clusters
  Score: Raw -2925694.705349 + Penalty 3320.863905 = -2922373.841444
  nChanged 506
		SP:Iteration 17Q (18182.810000 sec): 3 clusters
  Score: Raw -2925933.519216 + Penalty 3320.863905 = -2922612.655310
  nChanged 427
		SP:Iteration 18Q (18182.870000 sec): 3 clusters
  Score: Raw -2926085.135903 + Penalty 3320.863905 = -2922764.271998
  nChanged 339
		SP:Iteration 19Q (18182.930000 sec): 3 clusters
  Score: Raw -2926201.856850 + Penalty 3320.863905 = -2922880.992945
  nChanged 306
		SP:Iteration 20F (18182.990000 sec): 3 clusters
  Score: Raw -2926299.433827 + Penalty 3320.863905 = -2922978.569922
  nChanged 254
		SP:Iteration 21Q (18183.050000 sec): 3 clusters
  Score: Raw -2926370.235262 + Penalty 3320.863905 = -2923049.371356
  nChanged 226
		SP:Iteration 22Q (18183.110000 sec): 3 clusters
  Score: Raw -2926421.855543 + Penalty 3320.863905 = -2923100.991638
  nChanged 184
		SP:Iteration 23Q (18183.170000 sec): 3 clusters
  Score: Raw -2926467.432762 + Penalty 3320.863905 = -2923146.568857
  nChanged 170
		SP:Iteration 24Q (18183.220000 sec): 3 clusters
  Score: Raw -2926511.100674 + Penalty 3320.863905 = -2923190.236769
  nChanged 193
		SP:Iteration 25Q (18183.280000 sec): 3 clusters
  Score: Raw -2926557.770786 + Penalty 3320.863905 = -2923236.906881
  nChanged 179
		SP:Iteration 26Q (18183.340000 sec): 3 clusters
  Score: Raw -2926599.636654 + Penalty 3320.863905 = -2923278.772749
  nChanged 183
		SP:Iteration 27Q (18183.400000 sec): 3 clusters
  Score: Raw -2926640.956258 + Penalty 3320.863905 = -2923320.092353
  nChanged 165
		SP:Iteration 28Q (18183.460000 sec): 3 clusters
  Score: Raw -2926676.861215 + Penalty 3320.863905 = -2923355.997310
  nChanged 155
		SP:Iteration 29Q (18183.510000 sec): 3 clusters
  Score: Raw -2926706.065868 + Penalty 3320.863905 = -2923385.201963
  nChanged 135
		SP:Iteration 30Q (18183.570000 sec): 3 clusters
  Score: Raw -2926726.931441 + Penalty 3320.863905 = -2923406.067536
  nChanged 103
		SP:Iteration 31Q (18183.630000 sec): 3 clusters
  Score: Raw -2926745.345563 + Penalty 3320.863905 = -2923424.481657
  nChanged 101
		SP:Iteration 32Q (18183.680000 sec): 3 clusters
  Score: Raw -2926758.760392 + Penalty 3320.863905 = -2923437.896487
  nChanged 75
		SP:Iteration 33Q (18183.740000 sec): 3 clusters
  Score: Raw -2926766.699777 + Penalty 3320.863905 = -2923445.835872
  nChanged 69
		SP:Iteration 34Q (18183.800000 sec): 3 clusters
  Score: Raw -2926773.376843 + Penalty 3320.863905 = -2923452.512938
  nChanged 50
		SP:Iteration 35Q (18183.860000 sec): 3 clusters
  Score: Raw -2926777.782953 + Penalty 3320.863905 = -2923456.919048
  nChanged 34
		SP:Iteration 36Q (18183.920000 sec): 3 clusters
  Score: Raw -2926780.663258 + Penalty 3320.863905 = -2923459.799352
  nChanged 29
		SP:Iteration 37Q (18183.980000 sec): 3 clusters
  Score: Raw -2926782.236211 + Penalty 3320.863905 = -2923461.372305
  nChanged 18
		SP:Iteration 38Q (18184.050000 sec): 3 clusters
  Score: Raw -2926783.339580 + Penalty 3320.863905 = -2923462.475674
  nChanged 17
		SP:Iteration 39Q (18184.110000 sec): 3 clusters
  Score: Raw -2926784.332174 + Penalty 3320.863905 = -2923463.468269
  nChanged 12
		SP:Iteration 40F (18184.180000 sec): 3 clusters
  Score: Raw -2926784.950491 + Penalty 3320.863905 = -2923464.086586
  nChanged 12
		SP:Iteration 41Q (18184.240000 sec): 3 clusters
  Score: Raw -2926785.516361 + Penalty 3320.863905 = -2923464.652455
  nChanged 8
		SP:Iteration 42Q (18184.300000 sec): 3 clusters
  Score: Raw -2926785.783424 + Penalty 3320.863905 = -2923464.919518
  nChanged 7
		SP:Iteration 43Q (18184.360000 sec): 3 clusters
  Score: Raw -2926786.107900 + Penalty 3320.863905 = -2923465.243995
  nChanged 9
		SP:Iteration 44Q (18184.420000 sec): 3 clusters
  Score: Raw -2926786.512358 + Penalty 3320.863905 = -2923465.648453
  nChanged 8
		SP:Iteration 45Q (18184.480000 sec): 3 clusters
  Score: Raw -2926787.013519 + Penalty 3320.863905 = -2923466.149614
  nChanged 10
		SP:Iteration 46Q (18184.540000 sec): 3 clusters
  Score: Raw -2926787.765166 + Penalty 3320.863905 = -2923466.901260
  nChanged 8
		SP:Iteration 47Q (18184.600000 sec): 3 clusters
  Score: Raw -2926788.256645 + Penalty 3320.863905 = -2923467.392740
  nChanged 8
		SP:Iteration 48Q (18184.660000 sec): 3 clusters
  Score: Raw -2926788.734318 + Penalty 3320.863905 = -2923467.870413
  nChanged 12
		SP:Iteration 49Q (18184.720000 sec): 3 clusters
  Score: Raw -2926789.510500 + Penalty 3320.863905 = -2923468.646595
  nChanged 15
		SP:Iteration 50Q (18184.770000 sec): 3 clusters
  Score: Raw -2926790.225934 + Penalty 3320.863905 = -2923469.362029
  nChanged 10
		SP:Iteration 51Q (18184.830000 sec): 3 clusters
  Score: Raw -2926790.701520 + Penalty 3320.863905 = -2923469.837614
  nChanged 10
		SP:Iteration 52Q (18184.890000 sec): 3 clusters
  Score: Raw -2926791.277758 + Penalty 3320.863905 = -2923470.413852
  nChanged 13
		SP:Iteration 53Q (18184.950000 sec): 3 clusters
  Score: Raw -2926792.025877 + Penalty 3320.863905 = -2923471.161972
  nChanged 13
		SP:Iteration 54Q (18185.010000 sec): 3 clusters
  Score: Raw -2926792.625205 + Penalty 3320.863905 = -2923471.761299
  nChanged 10
		SP:Iteration 55Q (18185.070000 sec): 3 clusters
  Score: Raw -2926793.127081 + Penalty 3320.863905 = -2923472.263176
  nChanged 10
		SP:Iteration 56Q (18185.130000 sec): 3 clusters
  Score: Raw -2926794.063137 + Penalty 3320.863905 = -2923473.199232
  nChanged 9
		SP:Iteration 57Q (18185.190000 sec): 3 clusters
  Score: Raw -2926794.696079 + Penalty 3320.863905 = -2923473.832174
  nChanged 10
		SP:Iteration 58Q (18185.250000 sec): 3 clusters
  Score: Raw -2926795.225179 + Penalty 3320.863905 = -2923474.361273
  nChanged 11
		SP:Iteration 59Q (18185.310000 sec): 3 clusters
  Score: Raw -2926795.720547 + Penalty 3320.863905 = -2923474.856642
  nChanged 6
		SP:Iteration 60F (18185.370000 sec): 3 clusters
  Score: Raw -2926796.060603 + Penalty 3320.863905 = -2923475.196698
  nChanged 6
		SP:Iteration 61Q (18185.430000 sec): 3 clusters
  Score: Raw -2926796.384145 + Penalty 3320.863905 = -2923475.520240
  nChanged 3
		SP:Iteration 62Q (18185.490000 sec): 3 clusters
  Score: Raw -2926796.536824 + Penalty 3320.863905 = -2923475.672919
  nChanged 3
		SP:Iteration 63Q (18185.550000 sec): 3 clusters
  Score: Raw -2926796.671461 + Penalty 3320.863905 = -2923475.807555
  nChanged 3
		SP:Iteration 64Q (18185.610000 sec): 3 clusters
  Score: Raw -2926796.782173 + Penalty 3320.863905 = -2923475.918268
  nChanged 1
		SP:Iteration 65Q (18185.660000 sec): 3 clusters
  Score: Raw -2926796.814758 + Penalty 3320.863905 = -2923475.950853
  nChanged 0
		SP:Iteration 66F (18185.730000 sec): 3 clusters
  Score: Raw -2926796.814758 + Penalty 3320.863905 = -2923475.950853
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18185.800000 sec): 2 clusters
  Score: Raw -3263471.624152 + Penalty 1663.353816 = -3261808.270337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18185.870000 sec): 3 clusters
  Score: Raw -3246371.540850 + Penalty 3326.707631 = -3243044.833219
  nChanged 12803
		SP:Iteration 1F (18185.940000 sec): 3 clusters
  Score: Raw -3253455.257158 + Penalty 3326.707631 = -3250128.549527
  nChanged 1306
		SP:Iteration 2Q (18186.000000 sec): 3 clusters
  Score: Raw -3253900.854351 + Penalty 3326.707631 = -3250574.146720
  nChanged 1233
		SP:Iteration 3Q (18186.070000 sec): 3 clusters
  Score: Raw -3254367.993043 + Penalty 3326.707631 = -3251041.285412
  nChanged 1276
		SP:Iteration 4Q (18186.140000 sec): 3 clusters
  Score: Raw -3254872.943164 + Penalty 3326.707631 = -3251546.235533
  nChanged 1302
		SP:Iteration 5Q (18186.210000 sec): 3 clusters
  Score: Raw -3255444.891448 + Penalty 3326.707631 = -3252118.183817
  nChanged 1397
		SP:Iteration 6F (18186.280000 sec): 3 clusters
  Score: Raw -3256117.092647 + Penalty 3326.707631 = -3252790.385016
  nChanged 1405
		SP:Iteration 7F (18186.340000 sec): 3 clusters
  Score: Raw -3256844.094713 + Penalty 3326.707631 = -3253517.387082
  nChanged 1386
		SP:Iteration 8Q (18186.410000 sec): 3 clusters
  Score: Raw -3257593.053120 + Penalty 3326.707631 = -3254266.345489
  nChanged 1277
		SP:Iteration 9Q (18186.480000 sec): 3 clusters
  Score: Raw -3258311.225498 + Penalty 3326.707631 = -3254984.517867
  nChanged 1154
		SP:Iteration 10Q (18186.550000 sec): 3 clusters
  Score: Raw -3259014.768359 + Penalty 3326.707631 = -3255688.060727
  nChanged 1004
		SP:Iteration 11Q (18186.620000 sec): 3 clusters
  Score: Raw -3259616.479836 + Penalty 3326.707631 = -3256289.772204
  nChanged 873
		SP:Iteration 12Q (18186.680000 sec): 3 clusters
  Score: Raw -3260064.348999 + Penalty 3326.707631 = -3256737.641368
  nChanged 684
		SP:Iteration 13Q (18186.750000 sec): 3 clusters
  Score: Raw -3260382.422047 + Penalty 3326.707631 = -3257055.714416
  nChanged 592
		SP:Iteration 14Q (18186.810000 sec): 3 clusters
  Score: Raw -3260620.315913 + Penalty 3326.707631 = -3257293.608282
  nChanged 477
		SP:Iteration 15Q (18186.870000 sec): 3 clusters
  Score: Raw -3260810.914369 + Penalty 3326.707631 = -3257484.206738
  nChanged 479
		SP:Iteration 16Q (18186.930000 sec): 3 clusters
  Score: Raw -3261009.850913 + Penalty 3326.707631 = -3257683.143282
  nChanged 476
		SP:Iteration 17Q (18186.990000 sec): 3 clusters
  Score: Raw -3261210.488337 + Penalty 3326.707631 = -3257883.780706
  nChanged 441
		SP:Iteration 18Q (18187.050000 sec): 3 clusters
  Score: Raw -3261403.730144 + Penalty 3326.707631 = -3258077.022513
  nChanged 467
		SP:Iteration 19Q (18187.110000 sec): 3 clusters
  Score: Raw -3261604.755108 + Penalty 3326.707631 = -3258278.047476
  nChanged 416
		SP:Iteration 20F (18187.180000 sec): 3 clusters
  Score: Raw -3261786.238050 + Penalty 3326.707631 = -3258459.530419
  nChanged 380
		SP:Iteration 21Q (18187.240000 sec): 3 clusters
  Score: Raw -3261964.135727 + Penalty 3326.707631 = -3258637.428096
  nChanged 357
		SP:Iteration 22Q (18187.290000 sec): 3 clusters
  Score: Raw -3262128.436828 + Penalty 3326.707631 = -3258801.729197
  nChanged 331
		SP:Iteration 23Q (18187.350000 sec): 3 clusters
  Score: Raw -3262285.357638 + Penalty 3326.707631 = -3258958.650007
  nChanged 324
		SP:Iteration 24Q (18187.400000 sec): 3 clusters
  Score: Raw -3262434.680738 + Penalty 3326.707631 = -3259107.973107
  nChanged 270
		SP:Iteration 25Q (18187.460000 sec): 3 clusters
  Score: Raw -3262556.413316 + Penalty 3326.707631 = -3259229.705685
  nChanged 241
		SP:Iteration 26Q (18187.510000 sec): 3 clusters
  Score: Raw -3262672.480283 + Penalty 3326.707631 = -3259345.772652
  nChanged 243
		SP:Iteration 27Q (18187.560000 sec): 3 clusters
  Score: Raw -3262793.506955 + Penalty 3326.707631 = -3259466.799324
  nChanged 211
		SP:Iteration 28Q (18187.610000 sec): 3 clusters
  Score: Raw -3262890.842562 + Penalty 3326.707631 = -3259564.134931
  nChanged 176
		SP:Iteration 29Q (18187.660000 sec): 3 clusters
  Score: Raw -3262972.657481 + Penalty 3326.707631 = -3259645.949850
  nChanged 154
		SP:Iteration 30Q (18187.710000 sec): 3 clusters
  Score: Raw -3263045.052440 + Penalty 3326.707631 = -3259718.344809
  nChanged 141
		SP:Iteration 31Q (18187.760000 sec): 3 clusters
  Score: Raw -3263124.721236 + Penalty 3326.707631 = -3259798.013605
  nChanged 134
		SP:Iteration 32Q (18187.820000 sec): 3 clusters
  Score: Raw -3263203.914624 + Penalty 3326.707631 = -3259877.206992
  nChanged 124
		SP:Iteration 33Q (18187.860000 sec): 3 clusters
  Score: Raw -3263265.171231 + Penalty 3326.707631 = -3259938.463599
  nChanged 110
		SP:Iteration 34Q (18187.910000 sec): 3 clusters
  Score: Raw -3263320.444463 + Penalty 3326.707631 = -3259993.736832
  nChanged 102
		SP:Iteration 35Q (18187.960000 sec): 3 clusters
  Score: Raw -3263376.807890 + Penalty 3326.707631 = -3260050.100259
  nChanged 73
		SP:Iteration 36Q (18188.010000 sec): 3 clusters
  Score: Raw -3263423.999436 + Penalty 3326.707631 = -3260097.291805
  nChanged 66
		SP:Iteration 37Q (18188.060000 sec): 3 clusters
  Score: Raw -3263464.633119 + Penalty 3326.707631 = -3260137.925488
  nChanged 67
		SP:Iteration 38Q (18188.100000 sec): 3 clusters
  Score: Raw -3263504.567548 + Penalty 3326.707631 = -3260177.859917
  nChanged 57
		SP:Iteration 39Q (18188.150000 sec): 3 clusters
  Score: Raw -3263535.429837 + Penalty 3326.707631 = -3260208.722206
  nChanged 41
		SP:Iteration 40F (18188.220000 sec): 3 clusters
  Score: Raw -3263558.100067 + Penalty 3326.707631 = -3260231.392435
  nChanged 28
		SP:Iteration 41Q (18188.270000 sec): 3 clusters
  Score: Raw -3263576.513737 + Penalty 3326.707631 = -3260249.806106
  nChanged 31
		SP:Iteration 42Q (18188.310000 sec): 3 clusters
  Score: Raw -3263602.428736 + Penalty 3326.707631 = -3260275.721105
  nChanged 28
		SP:Iteration 43Q (18188.360000 sec): 3 clusters
  Score: Raw -3263627.699037 + Penalty 3326.707631 = -3260300.991406
  nChanged 30
		SP:Iteration 44Q (18188.410000 sec): 3 clusters
  Score: Raw -3263649.863702 + Penalty 3326.707631 = -3260323.156071
  nChanged 23
		SP:Iteration 45Q (18188.450000 sec): 3 clusters
  Score: Raw -3263663.859327 + Penalty 3326.707631 = -3260337.151696
  nChanged 11
		SP:Iteration 46Q (18188.500000 sec): 3 clusters
  Score: Raw -3263670.058556 + Penalty 3326.707631 = -3260343.350924
  nChanged 7
		SP:Iteration 47Q (18188.540000 sec): 3 clusters
  Score: Raw -3263674.415404 + Penalty 3326.707631 = -3260347.707773
  nChanged 5
		SP:Iteration 48Q (18188.590000 sec): 3 clusters
  Score: Raw -3263678.081886 + Penalty 3326.707631 = -3260351.374255
  nChanged 4
		SP:Iteration 49Q (18188.640000 sec): 3 clusters
  Score: Raw -3263682.259836 + Penalty 3326.707631 = -3260355.552204
  nChanged 11
		SP:Iteration 50Q (18188.680000 sec): 3 clusters
  Score: Raw -3263693.436085 + Penalty 3326.707631 = -3260366.728454
  nChanged 9
		SP:Iteration 51Q (18188.730000 sec): 3 clusters
  Score: Raw -3263698.969058 + Penalty 3326.707631 = -3260372.261427
  nChanged 4
		SP:Iteration 52Q (18188.780000 sec): 3 clusters
  Score: Raw -3263702.083355 + Penalty 3326.707631 = -3260375.375724
  nChanged 3
		SP:Iteration 53Q (18188.820000 sec): 3 clusters
  Score: Raw -3263704.162037 + Penalty 3326.707631 = -3260377.454406
  nChanged 4
		SP:Iteration 54Q (18188.870000 sec): 3 clusters
  Score: Raw -3263707.041041 + Penalty 3326.707631 = -3260380.333410
  nChanged 3
		SP:Iteration 55Q (18188.920000 sec): 3 clusters
  Score: Raw -3263708.885986 + Penalty 3326.707631 = -3260382.178355
  nChanged 4
		SP:Iteration 56Q (18188.960000 sec): 3 clusters
  Score: Raw -3263711.402174 + Penalty 3326.707631 = -3260384.694543
  nChanged 3
		SP:Iteration 57Q (18189.010000 sec): 3 clusters
  Score: Raw -3263712.974030 + Penalty 3326.707631 = -3260386.266398
  nChanged 4
		SP:Iteration 58Q (18189.050000 sec): 3 clusters
  Score: Raw -3263715.690274 + Penalty 3326.707631 = -3260388.982643
  nChanged 6
		SP:Iteration 59Q (18189.100000 sec): 3 clusters
  Score: Raw -3263720.142240 + Penalty 3326.707631 = -3260393.434609
  nChanged 9
		SP:Iteration 60F (18189.160000 sec): 3 clusters
  Score: Raw -3263727.746283 + Penalty 3326.707631 = -3260401.038652
  nChanged 6
		SP:Iteration 61Q (18189.210000 sec): 3 clusters
  Score: Raw -3263731.767412 + Penalty 3326.707631 = -3260405.059781
  nChanged 1
		SP:Iteration 62Q (18189.260000 sec): 3 clusters
  Score: Raw -3263733.258871 + Penalty 3326.707631 = -3260406.551240
  nChanged 4
		SP:Iteration 63Q (18189.300000 sec): 3 clusters
  Score: Raw -3263736.473008 + Penalty 3326.707631 = -3260409.765377
  nChanged 2
		SP:Iteration 64Q (18189.350000 sec): 3 clusters
  Score: Raw -3263737.750605 + Penalty 3326.707631 = -3260411.042973
  nChanged 3
		SP:Iteration 65Q (18189.400000 sec): 3 clusters
  Score: Raw -3263739.881680 + Penalty 3326.707631 = -3260413.174049
  nChanged 0
		SP:Iteration 66F (18189.470000 sec): 3 clusters
  Score: Raw -3263739.881680 + Penalty 3326.707631 = -3260413.174049
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (11030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18189.500000 sec): 2 clusters
  Score: Raw -1275698.766509 + Penalty 1512.610793 = -1274186.155716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18189.530000 sec): 3 clusters
  Score: Raw -1269339.615534 + Penalty 3025.221586 = -1266314.393947
  nChanged 4888
		SP:Iteration 1F (18189.560000 sec): 3 clusters
  Score: Raw -1271941.495031 + Penalty 3025.221586 = -1268916.273445
  nChanged 609
		SP:Iteration 2F (18189.580000 sec): 3 clusters
  Score: Raw -1272161.655632 + Penalty 3025.221586 = -1269136.434046
  nChanged 497
		SP:Iteration 3Q (18189.610000 sec): 3 clusters
  Score: Raw -1272331.567633 + Penalty 3025.221586 = -1269306.346047
  nChanged 444
		SP:Iteration 4Q (18189.640000 sec): 3 clusters
  Score: Raw -1272495.757259 + Penalty 3025.221586 = -1269470.535673
  nChanged 435
		SP:Iteration 5Q (18189.660000 sec): 3 clusters
  Score: Raw -1272685.301365 + Penalty 3025.221586 = -1269660.079779
  nChanged 504
		SP:Iteration 6Q (18189.690000 sec): 3 clusters
  Score: Raw -1272940.724092 + Penalty 3025.221586 = -1269915.502505
  nChanged 577
		SP:Iteration 7F (18189.710000 sec): 3 clusters
  Score: Raw -1273295.996343 + Penalty 3025.221586 = -1270270.774756
  nChanged 630
		SP:Iteration 8F (18189.740000 sec): 3 clusters
  Score: Raw -1273739.733611 + Penalty 3025.221586 = -1270714.512025
  nChanged 639
		SP:Iteration 9F (18189.760000 sec): 3 clusters
  Score: Raw -1274226.112330 + Penalty 3025.221586 = -1271200.890743
  nChanged 552
		SP:Iteration 10F (18189.790000 sec): 3 clusters
  Score: Raw -1274669.311147 + Penalty 3025.221586 = -1271644.089560
  nChanged 477
		SP:Iteration 11Q (18189.820000 sec): 3 clusters
  Score: Raw -1275071.418482 + Penalty 3025.221586 = -1272046.196896
  nChanged 345
		SP:Iteration 12Q (18189.840000 sec): 3 clusters
  Score: Raw -1275359.912317 + Penalty 3025.221586 = -1272334.690731
  nChanged 226
		SP:Iteration 13Q (18189.860000 sec): 3 clusters
  Score: Raw -1275556.734558 + Penalty 3025.221586 = -1272531.512972
  nChanged 124
		SP:Iteration 14Q (18189.890000 sec): 3 clusters
  Score: Raw -1275664.665173 + Penalty 3025.221586 = -1272639.443586
  nChanged 85
		SP:Iteration 15Q (18189.910000 sec): 3 clusters
  Score: Raw -1275744.716162 + Penalty 3025.221586 = -1272719.494576
  nChanged 41
		SP:Iteration 16Q (18189.930000 sec): 3 clusters
  Score: Raw -1275792.407854 + Penalty 3025.221586 = -1272767.186268
  nChanged 30
		SP:Iteration 17Q (18189.950000 sec): 3 clusters
  Score: Raw -1275826.867758 + Penalty 3025.221586 = -1272801.646172
  nChanged 21
		SP:Iteration 18Q (18189.970000 sec): 3 clusters
  Score: Raw -1275847.031029 + Penalty 3025.221586 = -1272821.809443
  nChanged 11
		SP:Iteration 19Q (18189.990000 sec): 3 clusters
  Score: Raw -1275859.205584 + Penalty 3025.221586 = -1272833.983998
  nChanged 9
		SP:Iteration 20F (18190.020000 sec): 3 clusters
  Score: Raw -1275871.238064 + Penalty 3025.221586 = -1272846.016478
  nChanged 9
		SP:Iteration 21Q (18190.040000 sec): 3 clusters
  Score: Raw -1275883.606504 + Penalty 3025.221586 = -1272858.384918
  nChanged 6
		SP:Iteration 22Q (18190.060000 sec): 3 clusters
  Score: Raw -1275888.135677 + Penalty 3025.221586 = -1272862.914091
  nChanged 2
		SP:Iteration 23Q (18190.080000 sec): 3 clusters
  Score: Raw -1275891.481554 + Penalty 3025.221586 = -1272866.259967
  nChanged 1
		SP:Iteration 24Q (18190.100000 sec): 3 clusters
  Score: Raw -1275892.002744 + Penalty 3025.221586 = -1272866.781157
  nChanged 1
		SP:Iteration 25Q (18190.120000 sec): 3 clusters
  Score: Raw -1275892.391921 + Penalty 3025.221586 = -1272867.170334
  nChanged 0
		SP:Iteration 26F (18190.140000 sec): 3 clusters
  Score: Raw -1275892.391921 + Penalty 3025.221586 = -1272867.170334
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18190.160000 sec): 2 clusters
  Score: Raw -345221.827142 + Penalty 1310.860739 = -343910.966403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18190.160000 sec): 3 clusters
  Score: Raw -343725.027732 + Penalty 2621.721477 = -341103.306255
  nChanged 1224
		SP:Iteration 1F (18190.170000 sec): 3 clusters
  Score: Raw -344542.664195 + Penalty 2621.721477 = -341920.942718
  nChanged 263
		SP:Iteration 2F (18190.180000 sec): 3 clusters
  Score: Raw -344728.523351 + Penalty 2621.721477 = -342106.801874
  nChanged 165
		SP:Iteration 3F (18190.180000 sec): 3 clusters
  Score: Raw -344846.673603 + Penalty 2621.721477 = -342224.952126
  nChanged 139
		SP:Iteration 4Q (18190.190000 sec): 3 clusters
  Score: Raw -344968.256576 + Penalty 2621.721477 = -342346.535099
  nChanged 138
		SP:Iteration 5Q (18190.200000 sec): 3 clusters
  Score: Raw -345076.287667 + Penalty 2621.721477 = -342454.566190
  nChanged 96
		SP:Iteration 6Q (18190.210000 sec): 3 clusters
  Score: Raw -345148.096171 + Penalty 2621.721477 = -342526.374693
  nChanged 93
		SP:Iteration 7Q (18190.210000 sec): 3 clusters
  Score: Raw -345210.009732 + Penalty 2621.721477 = -342588.288255
  nChanged 95
		SP:Iteration 8Q (18190.220000 sec): 3 clusters
  Score: Raw -345277.244167 + Penalty 2621.721477 = -342655.522690
  nChanged 83
		SP:Iteration 9Q (18190.230000 sec): 3 clusters
  Score: Raw -345338.103538 + Penalty 2621.721477 = -342716.382061
  nChanged 72
		SP:Iteration 10Q (18190.240000 sec): 3 clusters
  Score: Raw -345396.177522 + Penalty 2621.721477 = -342774.456045
  nChanged 72
		SP:Iteration 11Q (18190.240000 sec): 3 clusters
  Score: Raw -345455.286516 + Penalty 2621.721477 = -342833.565039
  nChanged 73
		SP:Iteration 12Q (18190.250000 sec): 3 clusters
  Score: Raw -345516.555261 + Penalty 2621.721477 = -342894.833784
  nChanged 87
		SP:Iteration 13Q (18190.260000 sec): 3 clusters
  Score: Raw -345595.939992 + Penalty 2621.721477 = -342974.218515
  nChanged 106
		SP:Iteration 14Q (18190.260000 sec): 3 clusters
  Score: Raw -345693.723087 + Penalty 2621.721477 = -343072.001610
  nChanged 101
		SP:Iteration 15Q (18190.270000 sec): 3 clusters
  Score: Raw -345782.151744 + Penalty 2621.721477 = -343160.430266
  nChanged 80
		SP:Iteration 16Q (18190.280000 sec): 3 clusters
  Score: Raw -345845.693839 + Penalty 2621.721477 = -343223.972362
  nChanged 54
		SP:Iteration 17Q (18190.280000 sec): 3 clusters
  Score: Raw -345876.554235 + Penalty 2621.721477 = -343254.832758
  nChanged 42
		SP:Iteration 18Q (18190.290000 sec): 3 clusters
  Score: Raw -345897.132992 + Penalty 2621.721477 = -343275.411515
  nChanged 31
		SP:Iteration 19Q (18190.300000 sec): 3 clusters
  Score: Raw -345914.347572 + Penalty 2621.721477 = -343292.626095
  nChanged 27
		SP:Iteration 20F (18190.300000 sec): 3 clusters
  Score: Raw -345932.825321 + Penalty 2621.721477 = -343311.103844
  nChanged 32
		SP:Iteration 21Q (18190.310000 sec): 3 clusters
  Score: Raw -345950.835963 + Penalty 2621.721477 = -343329.114486
  nChanged 20
		SP:Iteration 22Q (18190.320000 sec): 3 clusters
  Score: Raw -345960.586363 + Penalty 2621.721477 = -343338.864886
  nChanged 18
		SP:Iteration 23Q (18190.320000 sec): 3 clusters
  Score: Raw -345970.291979 + Penalty 2621.721477 = -343348.570502
  nChanged 13
		SP:Iteration 24Q (18190.330000 sec): 3 clusters
  Score: Raw -345976.781914 + Penalty 2621.721477 = -343355.060437
  nChanged 12
		SP:Iteration 25Q (18190.340000 sec): 3 clusters
  Score: Raw -345981.853760 + Penalty 2621.721477 = -343360.132283
  nChanged 5
		SP:Iteration 26Q (18190.350000 sec): 3 clusters
  Score: Raw -345983.481200 + Penalty 2621.721477 = -343361.759723
  nChanged 5
		SP:Iteration 27Q (18190.350000 sec): 3 clusters
  Score: Raw -345984.974930 + Penalty 2621.721477 = -343363.253453
  nChanged 2
		SP:Iteration 28Q (18190.360000 sec): 3 clusters
  Score: Raw -345985.473858 + Penalty 2621.721477 = -343363.752381
  nChanged 2
		SP:Iteration 29Q (18190.370000 sec): 3 clusters
  Score: Raw -345986.490644 + Penalty 2621.721477 = -343364.769167
  nChanged 2
		SP:Iteration 30Q (18190.370000 sec): 3 clusters
  Score: Raw -345986.820545 + Penalty 2621.721477 = -343365.099068
  nChanged 1
		SP:Iteration 31Q (18190.380000 sec): 3 clusters
  Score: Raw -345987.245109 + Penalty 2621.721477 = -343365.523631
  nChanged 1
		SP:Iteration 32Q (18190.390000 sec): 3 clusters
  Score: Raw -345987.608297 + Penalty 2621.721477 = -343365.886820
  nChanged 2
		SP:Iteration 33Q (18190.390000 sec): 3 clusters
  Score: Raw -345988.360059 + Penalty 2621.721477 = -343366.638582
  nChanged 0
		SP:Iteration 34F (18190.400000 sec): 3 clusters
  Score: Raw -345988.360059 + Penalty 2621.721477 = -343366.638582
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (7848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18190.420000 sec): 2 clusters
  Score: Raw -842525.481676 + Penalty 1457.302275 = -841068.179401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18190.440000 sec): 3 clusters
  Score: Raw -838291.581302 + Penalty 2914.604550 = -835376.976752
  nChanged 3257
		SP:Iteration 1F (18190.460000 sec): 3 clusters
  Score: Raw -840101.928986 + Penalty 2914.604550 = -837187.324435
  nChanged 561
		SP:Iteration 2F (18190.480000 sec): 3 clusters
  Score: Raw -840433.709564 + Penalty 2914.604550 = -837519.105014
  nChanged 472
		SP:Iteration 3F (18190.500000 sec): 3 clusters
  Score: Raw -840761.062037 + Penalty 2914.604550 = -837846.457486
  nChanged 444
		SP:Iteration 4F (18190.520000 sec): 3 clusters
  Score: Raw -841098.481746 + Penalty 2914.604550 = -838183.877195
  nChanged 422
		SP:Iteration 5F (18190.540000 sec): 3 clusters
  Score: Raw -841450.814592 + Penalty 2914.604550 = -838536.210042
  nChanged 460
		SP:Iteration 6F (18190.550000 sec): 3 clusters
  Score: Raw -841874.688210 + Penalty 2914.604550 = -838960.083660
  nChanged 460
		SP:Iteration 7F (18190.570000 sec): 3 clusters
  Score: Raw -842262.221858 + Penalty 2914.604550 = -839347.617307
  nChanged 439
		SP:Iteration 8F (18190.590000 sec): 3 clusters
  Score: Raw -842626.172392 + Penalty 2914.604550 = -839711.567842
  nChanged 390
		SP:Iteration 9Q (18190.610000 sec): 3 clusters
  Score: Raw -842915.802621 + Penalty 2914.604550 = -840001.198070
  nChanged 317
		SP:Iteration 10Q (18190.620000 sec): 3 clusters
  Score: Raw -843116.442631 + Penalty 2914.604550 = -840201.838080
  nChanged 282
		SP:Iteration 11Q (18190.640000 sec): 3 clusters
  Score: Raw -843256.637875 + Penalty 2914.604550 = -840342.033324
  nChanged 208
		SP:Iteration 12Q (18190.660000 sec): 3 clusters
  Score: Raw -843347.374341 + Penalty 2914.604550 = -840432.769791
  nChanged 157
		SP:Iteration 13Q (18190.680000 sec): 3 clusters
  Score: Raw -843405.402172 + Penalty 2914.604550 = -840490.797622
  nChanged 122
		SP:Iteration 14Q (18190.690000 sec): 3 clusters
  Score: Raw -843451.742707 + Penalty 2914.604550 = -840537.138157
  nChanged 108
		SP:Iteration 15Q (18190.710000 sec): 3 clusters
  Score: Raw -843486.401463 + Penalty 2914.604550 = -840571.796913
  nChanged 86
		SP:Iteration 16Q (18190.730000 sec): 3 clusters
  Score: Raw -843515.453725 + Penalty 2914.604550 = -840600.849175
  nChanged 83
		SP:Iteration 17Q (18190.740000 sec): 3 clusters
  Score: Raw -843542.648950 + Penalty 2914.604550 = -840628.044399
  nChanged 76
		SP:Iteration 18Q (18190.760000 sec): 3 clusters
  Score: Raw -843566.070949 + Penalty 2914.604550 = -840651.466398
  nChanged 66
		SP:Iteration 19Q (18190.780000 sec): 3 clusters
  Score: Raw -843584.883837 + Penalty 2914.604550 = -840670.279287
  nChanged 52
		SP:Iteration 20F (18190.800000 sec): 3 clusters
  Score: Raw -843596.147505 + Penalty 2914.604550 = -840681.542954
  nChanged 39
		SP:Iteration 21Q (18190.810000 sec): 3 clusters
  Score: Raw -843606.101263 + Penalty 2914.604550 = -840691.496712
  nChanged 41
		SP:Iteration 22Q (18190.830000 sec): 3 clusters
  Score: Raw -843619.133529 + Penalty 2914.604550 = -840704.528979
  nChanged 43
		SP:Iteration 23Q (18190.850000 sec): 3 clusters
  Score: Raw -843630.858431 + Penalty 2914.604550 = -840716.253880
  nChanged 43
		SP:Iteration 24Q (18190.860000 sec): 3 clusters
  Score: Raw -843644.907537 + Penalty 2914.604550 = -840730.302986
  nChanged 41
		SP:Iteration 25Q (18190.880000 sec): 3 clusters
  Score: Raw -843655.444839 + Penalty 2914.604550 = -840740.840288
  nChanged 33
		SP:Iteration 26Q (18190.900000 sec): 3 clusters
  Score: Raw -843662.040526 + Penalty 2914.604550 = -840747.435976
  nChanged 19
		SP:Iteration 27Q (18190.920000 sec): 3 clusters
  Score: Raw -843664.670036 + Penalty 2914.604550 = -840750.065486
  nChanged 11
		SP:Iteration 28Q (18190.930000 sec): 3 clusters
  Score: Raw -843666.731969 + Penalty 2914.604550 = -840752.127419
  nChanged 12
		SP:Iteration 29Q (18190.950000 sec): 3 clusters
  Score: Raw -843669.317635 + Penalty 2914.604550 = -840754.713084
  nChanged 15
		SP:Iteration 30Q (18190.970000 sec): 3 clusters
  Score: Raw -843672.898615 + Penalty 2914.604550 = -840758.294065
  nChanged 16
		SP:Iteration 31Q (18190.980000 sec): 3 clusters
  Score: Raw -843675.607788 + Penalty 2914.604550 = -840761.003238
  nChanged 11
		SP:Iteration 32Q (18191.000000 sec): 3 clusters
  Score: Raw -843677.912067 + Penalty 2914.604550 = -840763.307517
  nChanged 8
		SP:Iteration 33Q (18191.020000 sec): 3 clusters
  Score: Raw -843679.636800 + Penalty 2914.604550 = -840765.032249
  nChanged 6
		SP:Iteration 34Q (18191.040000 sec): 3 clusters
  Score: Raw -843680.706131 + Penalty 2914.604550 = -840766.101581
  nChanged 3
		SP:Iteration 35Q (18191.050000 sec): 3 clusters
  Score: Raw -843681.109905 + Penalty 2914.604550 = -840766.505354
  nChanged 6
		SP:Iteration 36Q (18191.070000 sec): 3 clusters
  Score: Raw -843681.656719 + Penalty 2914.604550 = -840767.052169
  nChanged 4
		SP:Iteration 37Q (18191.080000 sec): 3 clusters
  Score: Raw -843682.426517 + Penalty 2914.604550 = -840767.821966
  nChanged 3
		SP:Iteration 38Q (18191.100000 sec): 3 clusters
  Score: Raw -843683.048802 + Penalty 2914.604550 = -840768.444251
  nChanged 1
		SP:Iteration 39Q (18191.120000 sec): 3 clusters
  Score: Raw -843683.304590 + Penalty 2914.604550 = -840768.700040
  nChanged 3
		SP:Iteration 40F (18191.140000 sec): 3 clusters
  Score: Raw -843683.789080 + Penalty 2914.604550 = -840769.184530
  nChanged 3
		SP:Iteration 41Q (18191.160000 sec): 3 clusters
  Score: Raw -843684.586369 + Penalty 2914.604550 = -840769.981818
  nChanged 5
		SP:Iteration 42Q (18191.170000 sec): 3 clusters
  Score: Raw -843685.308316 + Penalty 2914.604550 = -840770.703766
  nChanged 6
		SP:Iteration 43Q (18191.190000 sec): 3 clusters
  Score: Raw -843686.306870 + Penalty 2914.604550 = -840771.702320
  nChanged 11
		SP:Iteration 44Q (18191.210000 sec): 3 clusters
  Score: Raw -843687.653914 + Penalty 2914.604550 = -840773.049364
  nChanged 7
		SP:Iteration 45Q (18191.220000 sec): 3 clusters
  Score: Raw -843688.451478 + Penalty 2914.604550 = -840773.846928
  nChanged 6
		SP:Iteration 46Q (18191.240000 sec): 3 clusters
  Score: Raw -843689.007074 + Penalty 2914.604550 = -840774.402524
  nChanged 6
		SP:Iteration 47Q (18191.260000 sec): 3 clusters
  Score: Raw -843689.856741 + Penalty 2914.604550 = -840775.252190
  nChanged 9
		SP:Iteration 48Q (18191.280000 sec): 3 clusters
  Score: Raw -843691.308760 + Penalty 2914.604550 = -840776.704209
  nChanged 6
		SP:Iteration 49Q (18191.290000 sec): 3 clusters
  Score: Raw -843692.887866 + Penalty 2914.604550 = -840778.283315
  nChanged 11
		SP:Iteration 50Q (18191.310000 sec): 3 clusters
  Score: Raw -843694.504693 + Penalty 2914.604550 = -840779.900143
  nChanged 6
		SP:Iteration 51Q (18191.320000 sec): 3 clusters
  Score: Raw -843695.615996 + Penalty 2914.604550 = -840781.011445
  nChanged 10
		SP:Iteration 52Q (18191.340000 sec): 3 clusters
  Score: Raw -843697.500239 + Penalty 2914.604550 = -840782.895688
  nChanged 7
		SP:Iteration 53Q (18191.360000 sec): 3 clusters
  Score: Raw -843699.316347 + Penalty 2914.604550 = -840784.711796
  nChanged 11
		SP:Iteration 54Q (18191.380000 sec): 3 clusters
  Score: Raw -843701.098010 + Penalty 2914.604550 = -840786.493460
  nChanged 15
		SP:Iteration 55Q (18191.390000 sec): 3 clusters
  Score: Raw -843703.466106 + Penalty 2914.604550 = -840788.861556
  nChanged 14
		SP:Iteration 56Q (18191.410000 sec): 3 clusters
  Score: Raw -843706.185782 + Penalty 2914.604550 = -840791.581231
  nChanged 12
		SP:Iteration 57Q (18191.430000 sec): 3 clusters
  Score: Raw -843708.509001 + Penalty 2914.604550 = -840793.904451
  nChanged 10
		SP:Iteration 58Q (18191.440000 sec): 3 clusters
  Score: Raw -843709.896612 + Penalty 2914.604550 = -840795.292062
  nChanged 3
		SP:Iteration 59Q (18191.460000 sec): 3 clusters
  Score: Raw -843710.411850 + Penalty 2914.604550 = -840795.807300
  nChanged 5
		SP:Iteration 60F (18191.480000 sec): 3 clusters
  Score: Raw -843711.188163 + Penalty 2914.604550 = -840796.583613
  nChanged 2
		SP:Iteration 61Q (18191.500000 sec): 3 clusters
  Score: Raw -843711.448573 + Penalty 2914.604550 = -840796.844022
  nChanged 2
		SP:Iteration 62Q (18191.510000 sec): 3 clusters
  Score: Raw -843711.620603 + Penalty 2914.604550 = -840797.016053
  nChanged 2
		SP:Iteration 63Q (18191.530000 sec): 3 clusters
  Score: Raw -843712.037968 + Penalty 2914.604550 = -840797.433418
  nChanged 1
		SP:Iteration 64Q (18191.550000 sec): 3 clusters
  Score: Raw -843712.281172 + Penalty 2914.604550 = -840797.676622
  nChanged 2
		SP:Iteration 65Q (18191.560000 sec): 3 clusters
  Score: Raw -843712.504269 + Penalty 2914.604550 = -840797.899719
  nChanged 0
		SP:Iteration 66F (18191.580000 sec): 3 clusters
  Score: Raw -843712.504269 + Penalty 2914.604550 = -840797.899719
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18191.700000 sec): 2 clusters
  Score: Raw -4893521.048760 + Penalty 1727.378437 = -4891793.670322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18191.800000 sec): 3 clusters
  Score: Raw -4867339.964665 + Penalty 3454.756874 = -4863885.207790
  nChanged 19394
		SP:Iteration 1F (18191.900000 sec): 3 clusters
  Score: Raw -4878622.402807 + Penalty 3454.756874 = -4875167.645933
  nChanged 1907
		SP:Iteration 2Q (18192.010000 sec): 3 clusters
  Score: Raw -4879289.859239 + Penalty 3454.756874 = -4875835.102365
  nChanged 1892
		SP:Iteration 3Q (18192.110000 sec): 3 clusters
  Score: Raw -4879973.601619 + Penalty 3454.756874 = -4876518.844745
  nChanged 1866
		SP:Iteration 4Q (18192.220000 sec): 3 clusters
  Score: Raw -4880707.880158 + Penalty 3454.756874 = -4877253.123284
  nChanged 1888
		SP:Iteration 5Q (18192.320000 sec): 3 clusters
  Score: Raw -4881542.084248 + Penalty 3454.756874 = -4878087.327373
  nChanged 1934
		SP:Iteration 6Q (18192.430000 sec): 3 clusters
  Score: Raw -4882537.190007 + Penalty 3454.756874 = -4879082.433132
  nChanged 2055
		SP:Iteration 7Q (18192.530000 sec): 3 clusters
  Score: Raw -4883754.350521 + Penalty 3454.756874 = -4880299.593647
  nChanged 2103
		SP:Iteration 8F (18192.640000 sec): 3 clusters
  Score: Raw -4885080.256544 + Penalty 3454.756874 = -4881625.499669
  nChanged 2111
		SP:Iteration 9F (18192.740000 sec): 3 clusters
  Score: Raw -4886362.762300 + Penalty 3454.756874 = -4882908.005425
  nChanged 1919
		SP:Iteration 10Q (18192.840000 sec): 3 clusters
  Score: Raw -4887467.815161 + Penalty 3454.756874 = -4884013.058287
  nChanged 1628
		SP:Iteration 11Q (18192.940000 sec): 3 clusters
  Score: Raw -4888294.196115 + Penalty 3454.756874 = -4884839.439241
  nChanged 1340
		SP:Iteration 12Q (18193.040000 sec): 3 clusters
  Score: Raw -4888865.938929 + Penalty 3454.756874 = -4885411.182054
  nChanged 1070
		SP:Iteration 13Q (18193.140000 sec): 3 clusters
  Score: Raw -4889251.088125 + Penalty 3454.756874 = -4885796.331251
  nChanged 811
		SP:Iteration 14Q (18193.230000 sec): 3 clusters
  Score: Raw -4889507.320383 + Penalty 3454.756874 = -4886052.563509
  nChanged 592
		SP:Iteration 15Q (18193.320000 sec): 3 clusters
  Score: Raw -4889677.120532 + Penalty 3454.756874 = -4886222.363657
  nChanged 527
		SP:Iteration 16Q (18193.420000 sec): 3 clusters
  Score: Raw -4889825.361619 + Penalty 3454.756874 = -4886370.604744
  nChanged 482
		SP:Iteration 17Q (18193.510000 sec): 3 clusters
  Score: Raw -4889969.088268 + Penalty 3454.756874 = -4886514.331394
  nChanged 475
		SP:Iteration 18Q (18193.600000 sec): 3 clusters
  Score: Raw -4890111.369658 + Penalty 3454.756874 = -4886656.612783
  nChanged 427
		SP:Iteration 19Q (18193.690000 sec): 3 clusters
  Score: Raw -4890234.502083 + Penalty 3454.756874 = -4886779.745209
  nChanged 404
		SP:Iteration 20F (18193.800000 sec): 3 clusters
  Score: Raw -4890354.630584 + Penalty 3454.756874 = -4886899.873709
  nChanged 432
		SP:Iteration 21Q (18193.880000 sec): 3 clusters
  Score: Raw -4890473.144183 + Penalty 3454.756874 = -4887018.387308
  nChanged 388
		SP:Iteration 22Q (18193.980000 sec): 3 clusters
  Score: Raw -4890574.444270 + Penalty 3454.756874 = -4887119.687395
  nChanged 385
		SP:Iteration 23Q (18194.070000 sec): 3 clusters
  Score: Raw -4890676.668289 + Penalty 3454.756874 = -4887221.911414
  nChanged 386
		SP:Iteration 24Q (18194.150000 sec): 3 clusters
  Score: Raw -4890785.115518 + Penalty 3454.756874 = -4887330.358644
  nChanged 384
		SP:Iteration 25Q (18194.240000 sec): 3 clusters
  Score: Raw -4890896.040423 + Penalty 3454.756874 = -4887441.283548
  nChanged 400
		SP:Iteration 26Q (18194.330000 sec): 3 clusters
  Score: Raw -4891015.580317 + Penalty 3454.756874 = -4887560.823443
  nChanged 394
		SP:Iteration 27Q (18194.410000 sec): 3 clusters
  Score: Raw -4891128.868471 + Penalty 3454.756874 = -4887674.111596
  nChanged 386
		SP:Iteration 28Q (18194.500000 sec): 3 clusters
  Score: Raw -4891242.054839 + Penalty 3454.756874 = -4887787.297965
  nChanged 418
		SP:Iteration 29Q (18194.580000 sec): 3 clusters
  Score: Raw -4891373.761638 + Penalty 3454.756874 = -4887919.004764
  nChanged 451
		SP:Iteration 30Q (18194.670000 sec): 3 clusters
  Score: Raw -4891517.860407 + Penalty 3454.756874 = -4888063.103532
  nChanged 457
		SP:Iteration 31Q (18194.750000 sec): 3 clusters
  Score: Raw -4891674.976327 + Penalty 3454.756874 = -4888220.219452
  nChanged 445
		SP:Iteration 32Q (18194.830000 sec): 3 clusters
  Score: Raw -4891834.929538 + Penalty 3454.756874 = -4888380.172663
  nChanged 418
		SP:Iteration 33Q (18194.910000 sec): 3 clusters
  Score: Raw -4891990.133462 + Penalty 3454.756874 = -4888535.376587
  nChanged 423
		SP:Iteration 34Q (18195.000000 sec): 3 clusters
  Score: Raw -4892150.588613 + Penalty 3454.756874 = -4888695.831738
  nChanged 397
		SP:Iteration 35Q (18195.080000 sec): 3 clusters
  Score: Raw -4892303.714684 + Penalty 3454.756874 = -4888848.957809
  nChanged 398
		SP:Iteration 36Q (18195.160000 sec): 3 clusters
  Score: Raw -4892469.486813 + Penalty 3454.756874 = -4889014.729939
  nChanged 364
		SP:Iteration 37Q (18195.250000 sec): 3 clusters
  Score: Raw -4892618.701730 + Penalty 3454.756874 = -4889163.944856
  nChanged 336
		SP:Iteration 38Q (18195.330000 sec): 3 clusters
  Score: Raw -4892762.599689 + Penalty 3454.756874 = -4889307.842815
  nChanged 326
		SP:Iteration 39Q (18195.410000 sec): 3 clusters
  Score: Raw -4892920.728321 + Penalty 3454.756874 = -4889465.971447
  nChanged 305
		SP:Iteration 40F (18195.510000 sec): 3 clusters
  Score: Raw -4893070.854501 + Penalty 3454.756874 = -4889616.097627
  nChanged 276
		SP:Iteration 41Q (18195.590000 sec): 3 clusters
  Score: Raw -4893207.455625 + Penalty 3454.756874 = -4889752.698751
  nChanged 213
		SP:Iteration 42Q (18195.660000 sec): 3 clusters
  Score: Raw -4893317.422750 + Penalty 3454.756874 = -4889862.665876
  nChanged 183
		SP:Iteration 43Q (18195.740000 sec): 3 clusters
  Score: Raw -4893408.456741 + Penalty 3454.756874 = -4889953.699867
  nChanged 140
		SP:Iteration 44Q (18195.810000 sec): 3 clusters
  Score: Raw -4893468.672020 + Penalty 3454.756874 = -4890013.915145
  nChanged 102
		SP:Iteration 45Q (18195.890000 sec): 3 clusters
  Score: Raw -4893515.849710 + Penalty 3454.756874 = -4890061.092835
  nChanged 75
		SP:Iteration 46Q (18195.960000 sec): 3 clusters
  Score: Raw -4893555.429152 + Penalty 3454.756874 = -4890100.672278
  nChanged 63
		SP:Iteration 47Q (18196.030000 sec): 3 clusters
  Score: Raw -4893586.638318 + Penalty 3454.756874 = -4890131.881444
  nChanged 66
		SP:Iteration 48Q (18196.110000 sec): 3 clusters
  Score: Raw -4893621.176961 + Penalty 3454.756874 = -4890166.420087
  nChanged 68
		SP:Iteration 49Q (18196.180000 sec): 3 clusters
  Score: Raw -4893654.747727 + Penalty 3454.756874 = -4890199.990853
  nChanged 50
		SP:Iteration 50Q (18196.250000 sec): 3 clusters
  Score: Raw -4893677.006803 + Penalty 3454.756874 = -4890222.249928
  nChanged 30
		SP:Iteration 51Q (18196.330000 sec): 3 clusters
  Score: Raw -4893689.599683 + Penalty 3454.756874 = -4890234.842809
  nChanged 31
		SP:Iteration 52Q (18196.400000 sec): 3 clusters
  Score: Raw -4893703.335658 + Penalty 3454.756874 = -4890248.578784
  nChanged 26
		SP:Iteration 53Q (18196.470000 sec): 3 clusters
  Score: Raw -4893716.970835 + Penalty 3454.756874 = -4890262.213960
  nChanged 28
		SP:Iteration 54Q (18196.540000 sec): 3 clusters
  Score: Raw -4893730.436991 + Penalty 3454.756874 = -4890275.680117
  nChanged 25
		SP:Iteration 55Q (18196.610000 sec): 3 clusters
  Score: Raw -4893740.586632 + Penalty 3454.756874 = -4890285.829758
  nChanged 22
		SP:Iteration 56Q (18196.690000 sec): 3 clusters
  Score: Raw -4893749.843838 + Penalty 3454.756874 = -4890295.086963
  nChanged 17
		SP:Iteration 57Q (18196.760000 sec): 3 clusters
  Score: Raw -4893757.291567 + Penalty 3454.756874 = -4890302.534693
  nChanged 10
		SP:Iteration 58Q (18196.830000 sec): 3 clusters
  Score: Raw -4893761.437497 + Penalty 3454.756874 = -4890306.680623
  nChanged 11
		SP:Iteration 59Q (18196.900000 sec): 3 clusters
  Score: Raw -4893766.668692 + Penalty 3454.756874 = -4890311.911818
  nChanged 8
		SP:Iteration 60F (18197.010000 sec): 3 clusters
  Score: Raw -4893769.949423 + Penalty 3454.756874 = -4890315.192549
  nChanged 4
		SP:Iteration 61Q (18197.080000 sec): 3 clusters
  Score: Raw -4893771.803600 + Penalty 3454.756874 = -4890317.046725
  nChanged 4
		SP:Iteration 62Q (18197.150000 sec): 3 clusters
  Score: Raw -4893774.180223 + Penalty 3454.756874 = -4890319.423349
  nChanged 4
		SP:Iteration 63Q (18197.220000 sec): 3 clusters
  Score: Raw -4893775.214796 + Penalty 3454.756874 = -4890320.457921
  nChanged 1
		SP:Iteration 64Q (18197.290000 sec): 3 clusters
  Score: Raw -4893775.544870 + Penalty 3454.756874 = -4890320.787996
  nChanged 0
		SP:Iteration 65F (18197.390000 sec): 3 clusters
  Score: Raw -4893775.544870 + Penalty 3454.756874 = -4890320.787996
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18197.420000 sec): 2 clusters
  Score: Raw -95683.915828 + Penalty 1093.596411 = -94590.319416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18197.420000 sec): 3 clusters
  Score: Raw -95434.118140 + Penalty 2187.192823 = -93246.925317
  nChanged 240
		SP:Iteration 1F (18197.420000 sec): 3 clusters
  Score: Raw -95656.074417 + Penalty 2187.192823 = -93468.881594
  nChanged 55
		SP:Iteration 2F (18197.430000 sec): 3 clusters
  Score: Raw -95733.218894 + Penalty 2187.192823 = -93546.026071
  nChanged 39
		SP:Iteration 3Q (18197.430000 sec): 3 clusters
  Score: Raw -95797.641698 + Penalty 2187.192823 = -93610.448875
  nChanged 21
		SP:Iteration 4Q (18197.430000 sec): 3 clusters
  Score: Raw -95833.621534 + Penalty 2187.192823 = -93646.428711
  nChanged 16
		SP:Iteration 5Q (18197.430000 sec): 3 clusters
  Score: Raw -95851.619379 + Penalty 2187.192823 = -93664.426556
  nChanged 11
		SP:Iteration 6Q (18197.430000 sec): 3 clusters
  Score: Raw -95864.053904 + Penalty 2187.192823 = -93676.861081
  nChanged 10
		SP:Iteration 7Q (18197.430000 sec): 3 clusters
  Score: Raw -95875.281716 + Penalty 2187.192823 = -93688.088894
  nChanged 10
		SP:Iteration 8Q (18197.440000 sec): 3 clusters
  Score: Raw -95884.108233 + Penalty 2187.192823 = -93696.915410
  nChanged 6
		SP:Iteration 9Q (18197.440000 sec): 3 clusters
  Score: Raw -95888.909298 + Penalty 2187.192823 = -93701.716475
  nChanged 3
		SP:Iteration 10Q (18197.440000 sec): 3 clusters
  Score: Raw -95891.314111 + Penalty 2187.192823 = -93704.121288
  nChanged 3
		SP:Iteration 11Q (18197.440000 sec): 3 clusters
  Score: Raw -95893.883194 + Penalty 2187.192823 = -93706.690371
  nChanged 4
		SP:Iteration 12Q (18197.450000 sec): 3 clusters
  Score: Raw -95897.546634 + Penalty 2187.192823 = -93710.353811
  nChanged 2
		SP:Iteration 13Q (18197.450000 sec): 3 clusters
  Score: Raw -95900.208650 + Penalty 2187.192823 = -93713.015827
  nChanged 4
		SP:Iteration 14Q (18197.450000 sec): 3 clusters
  Score: Raw -95905.225682 + Penalty 2187.192823 = -93718.032859
  nChanged 5
		SP:Iteration 15Q (18197.450000 sec): 3 clusters
  Score: Raw -95909.580272 + Penalty 2187.192823 = -93722.387449
  nChanged 5
		SP:Iteration 16Q (18197.450000 sec): 3 clusters
  Score: Raw -95914.699224 + Penalty 2187.192823 = -93727.506402
  nChanged 2
		SP:Iteration 17Q (18197.450000 sec): 3 clusters
  Score: Raw -95915.726313 + Penalty 2187.192823 = -93728.533490
  nChanged 4
		SP:Iteration 18Q (18197.450000 sec): 3 clusters
  Score: Raw -95918.932379 + Penalty 2187.192823 = -93731.739556
  nChanged 1
		SP:Iteration 19Q (18197.460000 sec): 3 clusters
  Score: Raw -95921.384211 + Penalty 2187.192823 = -93734.191388
  nChanged 0
		SP:Iteration 20F (18197.460000 sec): 3 clusters
  Score: Raw -95921.384211 + Penalty 2187.192823 = -93734.191388
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18197.470000 sec): 2 clusters
  Score: Raw -193906.692721 + Penalty 1200.703741 = -192705.988980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18197.470000 sec): 3 clusters
  Score: Raw -193277.001828 + Penalty 2401.407482 = -190875.594346
  nChanged 539
		SP:Iteration 1F (18197.470000 sec): 3 clusters
  Score: Raw -193627.164300 + Penalty 2401.407482 = -191225.756819
  nChanged 110
		SP:Iteration 2F (18197.480000 sec): 3 clusters
  Score: Raw -193705.415820 + Penalty 2401.407482 = -191304.008339
  nChanged 61
		SP:Iteration 3Q (18197.480000 sec): 3 clusters
  Score: Raw -193743.278228 + Penalty 2401.407482 = -191341.870747
  nChanged 39
		SP:Iteration 4Q (18197.490000 sec): 3 clusters
  Score: Raw -193761.628927 + Penalty 2401.407482 = -191360.221445
  nChanged 20
		SP:Iteration 5Q (18197.490000 sec): 3 clusters
  Score: Raw -193773.144049 + Penalty 2401.407482 = -191371.736567
  nChanged 12
		SP:Iteration 6Q (18197.490000 sec): 3 clusters
  Score: Raw -193777.534555 + Penalty 2401.407482 = -191376.127073
  nChanged 8
		SP:Iteration 7Q (18197.500000 sec): 3 clusters
  Score: Raw -193782.637194 + Penalty 2401.407482 = -191381.229712
  nChanged 7
		SP:Iteration 8Q (18197.500000 sec): 3 clusters
  Score: Raw -193786.126002 + Penalty 2401.407482 = -191384.718520
  nChanged 6
		SP:Iteration 9Q (18197.510000 sec): 3 clusters
  Score: Raw -193789.692030 + Penalty 2401.407482 = -191388.284549
  nChanged 5
		SP:Iteration 10Q (18197.510000 sec): 3 clusters
  Score: Raw -193791.949227 + Penalty 2401.407482 = -191390.541745
  nChanged 6
		SP:Iteration 11Q (18197.510000 sec): 3 clusters
  Score: Raw -193795.144369 + Penalty 2401.407482 = -191393.736887
  nChanged 6
		SP:Iteration 12Q (18197.520000 sec): 3 clusters
  Score: Raw -193800.398413 + Penalty 2401.407482 = -191398.990932
  nChanged 12
		SP:Iteration 13Q (18197.520000 sec): 3 clusters
  Score: Raw -193806.516395 + Penalty 2401.407482 = -191405.108913
  nChanged 2
		SP:Iteration 14Q (18197.530000 sec): 3 clusters
  Score: Raw -193807.171300 + Penalty 2401.407482 = -191405.763818
  nChanged 1
		SP:Iteration 15Q (18197.530000 sec): 3 clusters
  Score: Raw -193807.346722 + Penalty 2401.407482 = -191405.939240
  nChanged 0
		SP:Iteration 16F (18197.530000 sec): 3 clusters
  Score: Raw -193807.346722 + Penalty 2401.407482 = -191405.939240
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18197.600000 sec): 2 clusters
  Score: Raw -2881680.227960 + Penalty 1642.009160 = -2880038.218800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18197.660000 sec): 3 clusters
  Score: Raw -2866746.618256 + Penalty 3284.018320 = -2863462.599937
  nChanged 11110
		SP:Iteration 1F (18197.720000 sec): 3 clusters
  Score: Raw -2873308.419352 + Penalty 3284.018320 = -2870024.401033
  nChanged 1612
		SP:Iteration 2F (18197.780000 sec): 3 clusters
  Score: Raw -2874184.264521 + Penalty 3284.018320 = -2870900.246201
  nChanged 1751
		SP:Iteration 3F (18197.850000 sec): 3 clusters
  Score: Raw -2875283.600906 + Penalty 3284.018320 = -2871999.582587
  nChanged 1767
		SP:Iteration 4F (18197.910000 sec): 3 clusters
  Score: Raw -2876551.477744 + Penalty 3284.018320 = -2873267.459424
  nChanged 1671
		SP:Iteration 5F (18197.970000 sec): 3 clusters
  Score: Raw -2877867.498967 + Penalty 3284.018320 = -2874583.480647
  nChanged 1428
		SP:Iteration 6F (18198.030000 sec): 3 clusters
  Score: Raw -2879060.423349 + Penalty 3284.018320 = -2875776.405030
  nChanged 1127
		SP:Iteration 7Q (18198.090000 sec): 3 clusters
  Score: Raw -2880063.416223 + Penalty 3284.018320 = -2876779.397903
  nChanged 799
		SP:Iteration 8Q (18198.150000 sec): 3 clusters
  Score: Raw -2880834.414470 + Penalty 3284.018320 = -2877550.396151
  nChanged 485
		SP:Iteration 9Q (18198.200000 sec): 3 clusters
  Score: Raw -2881327.368581 + Penalty 3284.018320 = -2878043.350262
  nChanged 280
		SP:Iteration 10Q (18198.250000 sec): 3 clusters
  Score: Raw -2881598.902447 + Penalty 3284.018320 = -2878314.884128
  nChanged 178
		SP:Iteration 11Q (18198.300000 sec): 3 clusters
  Score: Raw -2881758.433342 + Penalty 3284.018320 = -2878474.415022
  nChanged 121
		SP:Iteration 12Q (18198.340000 sec): 3 clusters
  Score: Raw -2881851.290906 + Penalty 3284.018320 = -2878567.272587
  nChanged 80
		SP:Iteration 13Q (18198.390000 sec): 3 clusters
  Score: Raw -2881901.274352 + Penalty 3284.018320 = -2878617.256032
  nChanged 61
		SP:Iteration 14Q (18198.430000 sec): 3 clusters
  Score: Raw -2881936.510314 + Penalty 3284.018320 = -2878652.491994
  nChanged 42
		SP:Iteration 15Q (18198.480000 sec): 3 clusters
  Score: Raw -2881957.860915 + Penalty 3284.018320 = -2878673.842596
  nChanged 36
		SP:Iteration 16Q (18198.520000 sec): 3 clusters
  Score: Raw -2881978.159264 + Penalty 3284.018320 = -2878694.140944
  nChanged 39
		SP:Iteration 17Q (18198.560000 sec): 3 clusters
  Score: Raw -2881997.727913 + Penalty 3284.018320 = -2878713.709593
  nChanged 30
		SP:Iteration 18Q (18198.600000 sec): 3 clusters
  Score: Raw -2882011.560770 + Penalty 3284.018320 = -2878727.542451
  nChanged 17
		SP:Iteration 19Q (18198.640000 sec): 3 clusters
  Score: Raw -2882018.697086 + Penalty 3284.018320 = -2878734.678767
  nChanged 16
		SP:Iteration 20F (18198.700000 sec): 3 clusters
  Score: Raw -2882025.381275 + Penalty 3284.018320 = -2878741.362955
  nChanged 8
		SP:Iteration 21Q (18198.750000 sec): 3 clusters
  Score: Raw -2882027.911175 + Penalty 3284.018320 = -2878743.892856
  nChanged 6
		SP:Iteration 22Q (18198.790000 sec): 3 clusters
  Score: Raw -2882030.769642 + Penalty 3284.018320 = -2878746.751322
  nChanged 8
		SP:Iteration 23Q (18198.840000 sec): 3 clusters
  Score: Raw -2882033.680467 + Penalty 3284.018320 = -2878749.662147
  nChanged 6
		SP:Iteration 24Q (18198.880000 sec): 3 clusters
  Score: Raw -2882036.846552 + Penalty 3284.018320 = -2878752.828233
  nChanged 7
		SP:Iteration 25Q (18198.920000 sec): 3 clusters
  Score: Raw -2882039.172401 + Penalty 3284.018320 = -2878755.154081
  nChanged 4
		SP:Iteration 26Q (18198.960000 sec): 3 clusters
  Score: Raw -2882041.637332 + Penalty 3284.018320 = -2878757.619012
  nChanged 8
		SP:Iteration 27Q (18199.010000 sec): 3 clusters
  Score: Raw -2882044.749301 + Penalty 3284.018320 = -2878760.730982
  nChanged 4
		SP:Iteration 28Q (18199.050000 sec): 3 clusters
  Score: Raw -2882045.656364 + Penalty 3284.018320 = -2878761.638044
  nChanged 2
		SP:Iteration 29Q (18199.090000 sec): 3 clusters
  Score: Raw -2882045.977179 + Penalty 3284.018320 = -2878761.958860
  nChanged 2
		SP:Iteration 30Q (18199.140000 sec): 3 clusters
  Score: Raw -2882046.475885 + Penalty 3284.018320 = -2878762.457566
  nChanged 2
		SP:Iteration 31Q (18199.180000 sec): 3 clusters
  Score: Raw -2882047.129551 + Penalty 3284.018320 = -2878763.111231
  nChanged 0
		SP:Iteration 32F (18199.240000 sec): 3 clusters
  Score: Raw -2882047.129551 + Penalty 3284.018320 = -2878763.111231
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18199.330000 sec): 2 clusters
  Score: Raw -4134690.576984 + Penalty 1701.521482 = -4132989.055502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18199.420000 sec): 3 clusters
  Score: Raw -4112683.094493 + Penalty 3403.042964 = -4109280.051529
  nChanged 16384
		SP:Iteration 1F (18199.500000 sec): 3 clusters
  Score: Raw -4122356.155245 + Penalty 3403.042964 = -4118953.112281
  nChanged 2026
		SP:Iteration 2F (18199.590000 sec): 3 clusters
  Score: Raw -4123277.591111 + Penalty 3403.042964 = -4119874.548147
  nChanged 2235
		SP:Iteration 3F (18199.680000 sec): 3 clusters
  Score: Raw -4124479.617418 + Penalty 3403.042964 = -4121076.574454
  nChanged 2359
		SP:Iteration 4F (18199.770000 sec): 3 clusters
  Score: Raw -4125819.439219 + Penalty 3403.042964 = -4122416.396255
  nChanged 2221
		SP:Iteration 5F (18199.860000 sec): 3 clusters
  Score: Raw -4127035.296535 + Penalty 3403.042964 = -4123632.253571
  nChanged 2004
		SP:Iteration 6F (18199.940000 sec): 3 clusters
  Score: Raw -4128044.185509 + Penalty 3403.042964 = -4124641.142545
  nChanged 1627
		SP:Iteration 7Q (18200.030000 sec): 3 clusters
  Score: Raw -4128773.156629 + Penalty 3403.042964 = -4125370.113665
  nChanged 1332
		SP:Iteration 8Q (18200.120000 sec): 3 clusters
  Score: Raw -4129352.845073 + Penalty 3403.042964 = -4125949.802109
  nChanged 1156
		SP:Iteration 9Q (18200.210000 sec): 3 clusters
  Score: Raw -4129898.592006 + Penalty 3403.042964 = -4126495.549042
  nChanged 1114
		SP:Iteration 10Q (18200.300000 sec): 3 clusters
  Score: Raw -4130484.312238 + Penalty 3403.042964 = -4127081.269274
  nChanged 1131
		SP:Iteration 11Q (18200.390000 sec): 3 clusters
  Score: Raw -4131176.876440 + Penalty 3403.042964 = -4127773.833476
  nChanged 1175
		SP:Iteration 12Q (18200.480000 sec): 3 clusters
  Score: Raw -4132000.545884 + Penalty 3403.042964 = -4128597.502920
  nChanged 1040
		SP:Iteration 13Q (18200.570000 sec): 3 clusters
  Score: Raw -4132809.779158 + Penalty 3403.042964 = -4129406.736194
  nChanged 868
		SP:Iteration 14Q (18200.660000 sec): 3 clusters
  Score: Raw -4133529.527692 + Penalty 3403.042964 = -4130126.484728
  nChanged 627
		SP:Iteration 15Q (18200.740000 sec): 3 clusters
  Score: Raw -4134073.905861 + Penalty 3403.042964 = -4130670.862897
  nChanged 385
		SP:Iteration 16Q (18200.820000 sec): 3 clusters
  Score: Raw -4134438.111585 + Penalty 3403.042964 = -4131035.068621
  nChanged 211
		SP:Iteration 17Q (18200.890000 sec): 3 clusters
  Score: Raw -4134644.549234 + Penalty 3403.042964 = -4131241.506270
  nChanged 103
		SP:Iteration 18Q (18200.960000 sec): 3 clusters
  Score: Raw -4134741.413449 + Penalty 3403.042964 = -4131338.370485
  nChanged 55
		SP:Iteration 19Q (18201.020000 sec): 3 clusters
  Score: Raw -4134789.930907 + Penalty 3403.042964 = -4131386.887943
  nChanged 43
		SP:Iteration 20F (18201.100000 sec): 3 clusters
  Score: Raw -4134823.199235 + Penalty 3403.042964 = -4131420.156271
  nChanged 27
		SP:Iteration 21Q (18201.170000 sec): 3 clusters
  Score: Raw -4134853.297595 + Penalty 3403.042964 = -4131450.254631
  nChanged 23
		SP:Iteration 22Q (18201.230000 sec): 3 clusters
  Score: Raw -4134877.938123 + Penalty 3403.042964 = -4131474.895159
  nChanged 18
		SP:Iteration 23Q (18201.290000 sec): 3 clusters
  Score: Raw -4134896.123965 + Penalty 3403.042964 = -4131493.081001
  nChanged 15
		SP:Iteration 24Q (18201.360000 sec): 3 clusters
  Score: Raw -4134913.263498 + Penalty 3403.042964 = -4131510.220534
  nChanged 15
		SP:Iteration 25Q (18201.420000 sec): 3 clusters
  Score: Raw -4134926.237236 + Penalty 3403.042964 = -4131523.194272
  nChanged 7
		SP:Iteration 26Q (18201.480000 sec): 3 clusters
  Score: Raw -4134932.531042 + Penalty 3403.042964 = -4131529.488078
  nChanged 7
		SP:Iteration 27Q (18201.540000 sec): 3 clusters
  Score: Raw -4134939.586275 + Penalty 3403.042964 = -4131536.543311
  nChanged 4
		SP:Iteration 28Q (18201.600000 sec): 3 clusters
  Score: Raw -4134942.578450 + Penalty 3403.042964 = -4131539.535486
  nChanged 2
		SP:Iteration 29Q (18201.660000 sec): 3 clusters
  Score: Raw -4134943.799289 + Penalty 3403.042964 = -4131540.756325
  nChanged 1
		SP:Iteration 30Q (18201.720000 sec): 3 clusters
  Score: Raw -4134945.066726 + Penalty 3403.042964 = -4131542.023762
  nChanged 0
		SP:Iteration 31F (18201.810000 sec): 3 clusters
  Score: Raw -4134945.066726 + Penalty 3403.042964 = -4131542.023762
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (137983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18202.180000 sec): 2 clusters
  Score: Raw -16103524.509301 + Penalty 1923.168937 = -16101601.340364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18202.520000 sec): 3 clusters
  Score: Raw -16012938.405132 + Penalty 3846.337875 = -16009092.067257
  nChanged 66283
		SP:Iteration 1F (18202.870000 sec): 3 clusters
  Score: Raw -16051515.760994 + Penalty 3846.337875 = -16047669.423119
  nChanged 3665
		SP:Iteration 2Q (18203.220000 sec): 3 clusters
  Score: Raw -16052208.221679 + Penalty 3846.337875 = -16048361.883804
  nChanged 3832
		SP:Iteration 3Q (18203.580000 sec): 3 clusters
  Score: Raw -16052982.999395 + Penalty 3846.337875 = -16049136.661520
  nChanged 4119
		SP:Iteration 4Q (18203.930000 sec): 3 clusters
  Score: Raw -16053964.028704 + Penalty 3846.337875 = -16050117.690829
  nChanged 4728
		SP:Iteration 5Q (18204.280000 sec): 3 clusters
  Score: Raw -16055272.340314 + Penalty 3846.337875 = -16051426.002440
  nChanged 5500
		SP:Iteration 6Q (18204.640000 sec): 3 clusters
  Score: Raw -16057119.938376 + Penalty 3846.337875 = -16053273.600501
  nChanged 6559
		SP:Iteration 7Q (18205.000000 sec): 3 clusters
  Score: Raw -16059728.248635 + Penalty 3846.337875 = -16055881.910760
  nChanged 7570
		SP:Iteration 8F (18205.350000 sec): 3 clusters
  Score: Raw -16063306.292060 + Penalty 3846.337875 = -16059459.954185
  nChanged 8446
		SP:Iteration 9F (18205.700000 sec): 3 clusters
  Score: Raw -16067894.013344 + Penalty 3846.337875 = -16064047.675469
  nChanged 8721
		SP:Iteration 10F (18206.050000 sec): 3 clusters
  Score: Raw -16073170.741555 + Penalty 3846.337875 = -16069324.403681
  nChanged 8664
		SP:Iteration 11F (18206.400000 sec): 3 clusters
  Score: Raw -16078945.164273 + Penalty 3846.337875 = -16075098.826398
  nChanged 8292
		SP:Iteration 12F (18206.750000 sec): 3 clusters
  Score: Raw -16085118.526746 + Penalty 3846.337875 = -16081272.188871
  nChanged 7483
		SP:Iteration 13F (18207.090000 sec): 3 clusters
  Score: Raw -16091235.306452 + Penalty 3846.337875 = -16087388.968578
  nChanged 6054
		SP:Iteration 14Q (18207.440000 sec): 3 clusters
  Score: Raw -16096572.992671 + Penalty 3846.337875 = -16092726.654796
  nChanged 4197
		SP:Iteration 15Q (18207.770000 sec): 3 clusters
  Score: Raw -16100404.713958 + Penalty 3846.337875 = -16096558.376084
  nChanged 2163
		SP:Iteration 16Q (18208.080000 sec): 3 clusters
  Score: Raw -16102296.421048 + Penalty 3846.337875 = -16098450.083173
  nChanged 969
		SP:Iteration 17Q (18208.350000 sec): 3 clusters
  Score: Raw -16103096.962283 + Penalty 3846.337875 = -16099250.624409
  nChanged 432
		SP:Iteration 18Q (18208.610000 sec): 3 clusters
  Score: Raw -16103463.072618 + Penalty 3846.337875 = -16099616.734743
  nChanged 180
		SP:Iteration 19Q (18208.860000 sec): 3 clusters
  Score: Raw -16103607.206421 + Penalty 3846.337875 = -16099760.868547
  nChanged 90
		SP:Iteration 20F (18209.200000 sec): 3 clusters
  Score: Raw -16103687.233132 + Penalty 3846.337875 = -16099840.895258
  nChanged 56
		SP:Iteration 21Q (18209.440000 sec): 3 clusters
  Score: Raw -16103736.351222 + Penalty 3846.337875 = -16099890.013347
  nChanged 43
		SP:Iteration 22Q (18209.680000 sec): 3 clusters
  Score: Raw -16103768.326070 + Penalty 3846.337875 = -16099921.988195
  nChanged 33
		SP:Iteration 23Q (18209.910000 sec): 3 clusters
  Score: Raw -16103792.414317 + Penalty 3846.337875 = -16099946.076442
  nChanged 33
		SP:Iteration 24Q (18210.150000 sec): 3 clusters
  Score: Raw -16103817.477303 + Penalty 3846.337875 = -16099971.139428
  nChanged 24
		SP:Iteration 25Q (18210.390000 sec): 3 clusters
  Score: Raw -16103838.147783 + Penalty 3846.337875 = -16099991.809908
  nChanged 22
		SP:Iteration 26Q (18210.620000 sec): 3 clusters
  Score: Raw -16103854.491398 + Penalty 3846.337875 = -16100008.153523
  nChanged 13
		SP:Iteration 27Q (18210.860000 sec): 3 clusters
  Score: Raw -16103863.844421 + Penalty 3846.337875 = -16100017.506546
  nChanged 8
		SP:Iteration 28Q (18211.100000 sec): 3 clusters
  Score: Raw -16103869.690687 + Penalty 3846.337875 = -16100023.352812
  nChanged 9
		SP:Iteration 29Q (18211.330000 sec): 3 clusters
  Score: Raw -16103875.283290 + Penalty 3846.337875 = -16100028.945415
  nChanged 5
		SP:Iteration 30Q (18211.570000 sec): 3 clusters
  Score: Raw -16103879.249777 + Penalty 3846.337875 = -16100032.911903
  nChanged 7
		SP:Iteration 31Q (18211.800000 sec): 3 clusters
  Score: Raw -16103883.859181 + Penalty 3846.337875 = -16100037.521307
  nChanged 6
		SP:Iteration 32Q (18212.040000 sec): 3 clusters
  Score: Raw -16103888.717260 + Penalty 3846.337875 = -16100042.379386
  nChanged 5
		SP:Iteration 33Q (18212.280000 sec): 3 clusters
  Score: Raw -16103891.645053 + Penalty 3846.337875 = -16100045.307179
  nChanged 3
		SP:Iteration 34Q (18212.510000 sec): 3 clusters
  Score: Raw -16103894.943000 + Penalty 3846.337875 = -16100048.605125
  nChanged 5
		SP:Iteration 35Q (18212.740000 sec): 3 clusters
  Score: Raw -16103898.660315 + Penalty 3846.337875 = -16100052.322440
  nChanged 2
		SP:Iteration 36Q (18212.980000 sec): 3 clusters
  Score: Raw -16103900.118949 + Penalty 3846.337875 = -16100053.781075
  nChanged 2
		SP:Iteration 37Q (18213.210000 sec): 3 clusters
  Score: Raw -16103901.299818 + Penalty 3846.337875 = -16100054.961944
  nChanged 1
		SP:Iteration 38Q (18213.450000 sec): 3 clusters
  Score: Raw -16103901.879050 + Penalty 3846.337875 = -16100055.541175
  nChanged 1
		SP:Iteration 39Q (18213.680000 sec): 3 clusters
  Score: Raw -16103902.608924 + Penalty 3846.337875 = -16100056.271049
  nChanged 1
		SP:Iteration 40F (18214.020000 sec): 3 clusters
  Score: Raw -16103903.356140 + Penalty 3846.337875 = -16100057.018265
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (1836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18214.090000 sec): 2 clusters
  Score: Raw -171690.354735 + Penalty 1221.243493 = -170469.111242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18214.090000 sec): 3 clusters
  Score: Raw -170956.912058 + Penalty 2442.486986 = -168514.425072
  nChanged 659
		SP:Iteration 1F (18214.100000 sec): 3 clusters
  Score: Raw -171511.113534 + Penalty 2442.486986 = -169068.626548
  nChanged 182
		SP:Iteration 2F (18214.100000 sec): 3 clusters
  Score: Raw -171666.995868 + Penalty 2442.486986 = -169224.508882
  nChanged 103
		SP:Iteration 3F (18214.100000 sec): 3 clusters
  Score: Raw -171772.275340 + Penalty 2442.486986 = -169329.788354
  nChanged 81
		SP:Iteration 4Q (18214.110000 sec): 3 clusters
  Score: Raw -171862.116793 + Penalty 2442.486986 = -169419.629808
  nChanged 68
		SP:Iteration 5Q (18214.110000 sec): 3 clusters
  Score: Raw -171944.769741 + Penalty 2442.486986 = -169502.282756
  nChanged 54
		SP:Iteration 6Q (18214.120000 sec): 3 clusters
  Score: Raw -172022.935724 + Penalty 2442.486986 = -169580.448739
  nChanged 43
		SP:Iteration 7Q (18214.120000 sec): 3 clusters
  Score: Raw -172058.546596 + Penalty 2442.486986 = -169616.059610
  nChanged 27
		SP:Iteration 8Q (18214.120000 sec): 3 clusters
  Score: Raw -172081.556563 + Penalty 2442.486986 = -169639.069578
  nChanged 24
		SP:Iteration 9Q (18214.130000 sec): 3 clusters
  Score: Raw -172097.307801 + Penalty 2442.486986 = -169654.820815
  nChanged 16
		SP:Iteration 10Q (18214.130000 sec): 3 clusters
  Score: Raw -172109.156483 + Penalty 2442.486986 = -169666.669498
  nChanged 11
		SP:Iteration 11Q (18214.140000 sec): 3 clusters
  Score: Raw -172123.421226 + Penalty 2442.486986 = -169680.934241
  nChanged 10
		SP:Iteration 12Q (18214.140000 sec): 3 clusters
  Score: Raw -172129.558918 + Penalty 2442.486986 = -169687.071932
  nChanged 9
		SP:Iteration 13Q (18214.140000 sec): 3 clusters
  Score: Raw -172133.980208 + Penalty 2442.486986 = -169691.493222
  nChanged 6
		SP:Iteration 14Q (18214.150000 sec): 3 clusters
  Score: Raw -172138.327874 + Penalty 2442.486986 = -169695.840889
  nChanged 4
		SP:Iteration 15Q (18214.150000 sec): 3 clusters
  Score: Raw -172139.741115 + Penalty 2442.486986 = -169697.254129
  nChanged 2
		SP:Iteration 16Q (18214.160000 sec): 3 clusters
  Score: Raw -172140.333859 + Penalty 2442.486986 = -169697.846873
  nChanged 0
		SP:Iteration 17F (18214.160000 sec): 3 clusters
  Score: Raw -172140.333859 + Penalty 2442.486986 = -169697.846873
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18214.170000 sec): 2 clusters
  Score: Raw -180190.680765 + Penalty 1206.523786 = -178984.156978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18214.170000 sec): 3 clusters
  Score: Raw -179545.264735 + Penalty 2413.047573 = -177132.217162
  nChanged 580
		SP:Iteration 1F (18214.180000 sec): 3 clusters
  Score: Raw -180070.874011 + Penalty 2413.047573 = -177657.826438
  nChanged 149
		SP:Iteration 2F (18214.180000 sec): 3 clusters
  Score: Raw -180252.838073 + Penalty 2413.047573 = -177839.790501
  nChanged 96
		SP:Iteration 3F (18214.180000 sec): 3 clusters
  Score: Raw -180387.936880 + Penalty 2413.047573 = -177974.889307
  nChanged 99
		SP:Iteration 4F (18214.190000 sec): 3 clusters
  Score: Raw -180541.307224 + Penalty 2413.047573 = -178128.259651
  nChanged 94
		SP:Iteration 5F (18214.190000 sec): 3 clusters
  Score: Raw -180690.917380 + Penalty 2413.047573 = -178277.869808
  nChanged 85
		SP:Iteration 6F (18214.200000 sec): 3 clusters
  Score: Raw -180815.372845 + Penalty 2413.047573 = -178402.325273
  nChanged 72
		SP:Iteration 7Q (18214.200000 sec): 3 clusters
  Score: Raw -180925.488579 + Penalty 2413.047573 = -178512.441006
  nChanged 57
		SP:Iteration 8Q (18214.200000 sec): 3 clusters
  Score: Raw -181001.708146 + Penalty 2413.047573 = -178588.660574
  nChanged 42
		SP:Iteration 9Q (18214.210000 sec): 3 clusters
  Score: Raw -181045.861218 + Penalty 2413.047573 = -178632.813646
  nChanged 25
		SP:Iteration 10Q (18214.210000 sec): 3 clusters
  Score: Raw -181066.887243 + Penalty 2413.047573 = -178653.839670
  nChanged 16
		SP:Iteration 11Q (18214.210000 sec): 3 clusters
  Score: Raw -181080.808722 + Penalty 2413.047573 = -178667.761149
  nChanged 13
		SP:Iteration 12Q (18214.220000 sec): 3 clusters
  Score: Raw -181093.817446 + Penalty 2413.047573 = -178680.769874
  nChanged 13
		SP:Iteration 13Q (18214.220000 sec): 3 clusters
  Score: Raw -181100.901153 + Penalty 2413.047573 = -178687.853580
  nChanged 6
		SP:Iteration 14Q (18214.220000 sec): 3 clusters
  Score: Raw -181103.425697 + Penalty 2413.047573 = -178690.378124
  nChanged 3
		SP:Iteration 15Q (18214.230000 sec): 3 clusters
  Score: Raw -181104.646582 + Penalty 2413.047573 = -178691.599009
  nChanged 1
		SP:Iteration 16Q (18214.230000 sec): 3 clusters
  Score: Raw -181105.327006 + Penalty 2413.047573 = -178692.279433
  nChanged 1
		SP:Iteration 17Q (18214.240000 sec): 3 clusters
  Score: Raw -181106.056933 + Penalty 2413.047573 = -178693.009361
  nChanged 3
		SP:Iteration 18Q (18214.240000 sec): 3 clusters
  Score: Raw -181107.732384 + Penalty 2413.047573 = -178694.684812
  nChanged 1
		SP:Iteration 19Q (18214.240000 sec): 3 clusters
  Score: Raw -181108.114265 + Penalty 2413.047573 = -178695.066692
  nChanged 0
		SP:Iteration 20F (18214.240000 sec): 3 clusters
  Score: Raw -181108.114265 + Penalty 2413.047573 = -178695.066692
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18214.260000 sec): 2 clusters
  Score: Raw -717116.330685 + Penalty 1424.690987 = -715691.639699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18214.280000 sec): 3 clusters
  Score: Raw -713706.341114 + Penalty 2849.381973 = -710856.959141
  nChanged 2672
		SP:Iteration 1F (18214.300000 sec): 3 clusters
  Score: Raw -715286.996025 + Penalty 2849.381973 = -712437.614052
  nChanged 519
		SP:Iteration 2F (18214.310000 sec): 3 clusters
  Score: Raw -715650.858790 + Penalty 2849.381973 = -712801.476817
  nChanged 449
		SP:Iteration 3F (18214.320000 sec): 3 clusters
  Score: Raw -715975.067454 + Penalty 2849.381973 = -713125.685480
  nChanged 410
		SP:Iteration 4F (18214.340000 sec): 3 clusters
  Score: Raw -716270.060814 + Penalty 2849.381973 = -713420.678841
  nChanged 376
		SP:Iteration 5F (18214.360000 sec): 3 clusters
  Score: Raw -716517.454238 + Penalty 2849.381973 = -713668.072264
  nChanged 293
		SP:Iteration 6Q (18214.370000 sec): 3 clusters
  Score: Raw -716664.588485 + Penalty 2849.381973 = -713815.206512
  nChanged 211
		SP:Iteration 7Q (18214.380000 sec): 3 clusters
  Score: Raw -716772.003447 + Penalty 2849.381973 = -713922.621474
  nChanged 178
		SP:Iteration 8Q (18214.400000 sec): 3 clusters
  Score: Raw -716850.119088 + Penalty 2849.381973 = -714000.737115
  nChanged 145
		SP:Iteration 9Q (18214.410000 sec): 3 clusters
  Score: Raw -716907.177976 + Penalty 2849.381973 = -714057.796003
  nChanged 131
		SP:Iteration 10Q (18214.430000 sec): 3 clusters
  Score: Raw -716962.303397 + Penalty 2849.381973 = -714112.921424
  nChanged 114
		SP:Iteration 11Q (18214.440000 sec): 3 clusters
  Score: Raw -717007.446205 + Penalty 2849.381973 = -714158.064232
  nChanged 98
		SP:Iteration 12Q (18214.460000 sec): 3 clusters
  Score: Raw -717042.029757 + Penalty 2849.381973 = -714192.647784
  nChanged 82
		SP:Iteration 13Q (18214.470000 sec): 3 clusters
  Score: Raw -717073.582773 + Penalty 2849.381973 = -714224.200800
  nChanged 87
		SP:Iteration 14Q (18214.490000 sec): 3 clusters
  Score: Raw -717116.296783 + Penalty 2849.381973 = -714266.914810
  nChanged 88
		SP:Iteration 15Q (18214.500000 sec): 3 clusters
  Score: Raw -717155.484530 + Penalty 2849.381973 = -714306.102557
  nChanged 80
		SP:Iteration 16Q (18214.520000 sec): 3 clusters
  Score: Raw -717190.157862 + Penalty 2849.381973 = -714340.775889
  nChanged 71
		SP:Iteration 17Q (18214.530000 sec): 3 clusters
  Score: Raw -717224.427381 + Penalty 2849.381973 = -714375.045408
  nChanged 59
		SP:Iteration 18Q (18214.540000 sec): 3 clusters
  Score: Raw -717255.073172 + Penalty 2849.381973 = -714405.691199
  nChanged 62
		SP:Iteration 19Q (18214.560000 sec): 3 clusters
  Score: Raw -717281.756205 + Penalty 2849.381973 = -714432.374231
  nChanged 44
		SP:Iteration 20F (18214.580000 sec): 3 clusters
  Score: Raw -717300.655243 + Penalty 2849.381973 = -714451.273270
  nChanged 33
		SP:Iteration 21Q (18214.590000 sec): 3 clusters
  Score: Raw -717314.018165 + Penalty 2849.381973 = -714464.636192
  nChanged 25
		SP:Iteration 22Q (18214.600000 sec): 3 clusters
  Score: Raw -717324.494536 + Penalty 2849.381973 = -714475.112563
  nChanged 26
		SP:Iteration 23Q (18214.620000 sec): 3 clusters
  Score: Raw -717338.301784 + Penalty 2849.381973 = -714488.919811
  nChanged 28
		SP:Iteration 24Q (18214.630000 sec): 3 clusters
  Score: Raw -717351.139158 + Penalty 2849.381973 = -714501.757185
  nChanged 20
		SP:Iteration 25Q (18214.650000 sec): 3 clusters
  Score: Raw -717357.936715 + Penalty 2849.381973 = -714508.554742
  nChanged 15
		SP:Iteration 26Q (18214.660000 sec): 3 clusters
  Score: Raw -717363.373474 + Penalty 2849.381973 = -714513.991501
  nChanged 16
		SP:Iteration 27Q (18214.680000 sec): 3 clusters
  Score: Raw -717370.686959 + Penalty 2849.381973 = -714521.304986
  nChanged 17
		SP:Iteration 28Q (18214.690000 sec): 3 clusters
  Score: Raw -717376.874294 + Penalty 2849.381973 = -714527.492321
  nChanged 12
		SP:Iteration 29Q (18214.700000 sec): 3 clusters
  Score: Raw -717380.351724 + Penalty 2849.381973 = -714530.969751
  nChanged 8
		SP:Iteration 30Q (18214.720000 sec): 3 clusters
  Score: Raw -717382.877359 + Penalty 2849.381973 = -714533.495385
  nChanged 6
		SP:Iteration 31Q (18214.730000 sec): 3 clusters
  Score: Raw -717384.314537 + Penalty 2849.381973 = -714534.932564
  nChanged 2
		SP:Iteration 32Q (18214.750000 sec): 3 clusters
  Score: Raw -717385.174561 + Penalty 2849.381973 = -714535.792588
  nChanged 6
		SP:Iteration 33Q (18214.760000 sec): 3 clusters
  Score: Raw -717387.507596 + Penalty 2849.381973 = -714538.125623
  nChanged 8
		SP:Iteration 34Q (18214.780000 sec): 3 clusters
  Score: Raw -717390.704715 + Penalty 2849.381973 = -714541.322742
  nChanged 7
		SP:Iteration 35Q (18214.790000 sec): 3 clusters
  Score: Raw -717392.763912 + Penalty 2849.381973 = -714543.381939
  nChanged 5
		SP:Iteration 36Q (18214.810000 sec): 3 clusters
  Score: Raw -717394.237090 + Penalty 2849.381973 = -714544.855117
  nChanged 2
		SP:Iteration 37Q (18214.820000 sec): 3 clusters
  Score: Raw -717394.548851 + Penalty 2849.381973 = -714545.166878
  nChanged 1
		SP:Iteration 38Q (18214.840000 sec): 3 clusters
  Score: Raw -717394.652331 + Penalty 2849.381973 = -714545.270358
  nChanged 0
		SP:Iteration 39F (18214.850000 sec): 3 clusters
  Score: Raw -717394.652331 + Penalty 2849.381973 = -714545.270358
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18214.870000 sec): 2 clusters
  Score: Raw -852510.728150 + Penalty 1455.741864 = -851054.986286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18214.890000 sec): 3 clusters
  Score: Raw -848206.185662 + Penalty 2911.483727 = -845294.701935
  nChanged 3345
		SP:Iteration 1F (18214.910000 sec): 3 clusters
  Score: Raw -850200.076080 + Penalty 2911.483727 = -847288.592352
  nChanged 599
		SP:Iteration 2F (18214.930000 sec): 3 clusters
  Score: Raw -850583.503174 + Penalty 2911.483727 = -847672.019446
  nChanged 514
		SP:Iteration 3F (18214.940000 sec): 3 clusters
  Score: Raw -850876.177763 + Penalty 2911.483727 = -847964.694035
  nChanged 399
		SP:Iteration 4F (18214.960000 sec): 3 clusters
  Score: Raw -851058.683957 + Penalty 2911.483727 = -848147.200229
  nChanged 298
		SP:Iteration 5Q (18214.980000 sec): 3 clusters
  Score: Raw -851201.950826 + Penalty 2911.483727 = -848290.467099
  nChanged 271
		SP:Iteration 6Q (18215.000000 sec): 3 clusters
  Score: Raw -851334.701717 + Penalty 2911.483727 = -848423.217990
  nChanged 241
		SP:Iteration 7Q (18215.020000 sec): 3 clusters
  Score: Raw -851445.073373 + Penalty 2911.483727 = -848533.589645
  nChanged 252
		SP:Iteration 8Q (18215.040000 sec): 3 clusters
  Score: Raw -851574.177677 + Penalty 2911.483727 = -848662.693950
  nChanged 247
		SP:Iteration 9Q (18215.050000 sec): 3 clusters
  Score: Raw -851703.917222 + Penalty 2911.483727 = -848792.433495
  nChanged 217
		SP:Iteration 10Q (18215.070000 sec): 3 clusters
  Score: Raw -851816.919116 + Penalty 2911.483727 = -848905.435388
  nChanged 205
		SP:Iteration 11Q (18215.090000 sec): 3 clusters
  Score: Raw -851941.563863 + Penalty 2911.483727 = -849030.080135
  nChanged 206
		SP:Iteration 12Q (18215.110000 sec): 3 clusters
  Score: Raw -852061.218574 + Penalty 2911.483727 = -849149.734847
  nChanged 186
		SP:Iteration 13Q (18215.120000 sec): 3 clusters
  Score: Raw -852177.261043 + Penalty 2911.483727 = -849265.777315
  nChanged 171
		SP:Iteration 14Q (18215.140000 sec): 3 clusters
  Score: Raw -852280.851503 + Penalty 2911.483727 = -849369.367776
  nChanged 155
		SP:Iteration 15Q (18215.160000 sec): 3 clusters
  Score: Raw -852382.243131 + Penalty 2911.483727 = -849470.759403
  nChanged 140
		SP:Iteration 16Q (18215.180000 sec): 3 clusters
  Score: Raw -852464.989631 + Penalty 2911.483727 = -849553.505903
  nChanged 129
		SP:Iteration 17Q (18215.190000 sec): 3 clusters
  Score: Raw -852544.709929 + Penalty 2911.483727 = -849633.226202
  nChanged 115
		SP:Iteration 18Q (18215.210000 sec): 3 clusters
  Score: Raw -852601.368934 + Penalty 2911.483727 = -849689.885207
  nChanged 98
		SP:Iteration 19Q (18215.220000 sec): 3 clusters
  Score: Raw -852646.259483 + Penalty 2911.483727 = -849734.775755
  nChanged 102
		SP:Iteration 20F (18215.240000 sec): 3 clusters
  Score: Raw -852693.312779 + Penalty 2911.483727 = -849781.829051
  nChanged 85
		SP:Iteration 21Q (18215.260000 sec): 3 clusters
  Score: Raw -852728.622131 + Penalty 2911.483727 = -849817.138403
  nChanged 85
		SP:Iteration 22Q (18215.270000 sec): 3 clusters
  Score: Raw -852761.342400 + Penalty 2911.483727 = -849849.858672
  nChanged 70
		SP:Iteration 23Q (18215.290000 sec): 3 clusters
  Score: Raw -852786.091750 + Penalty 2911.483727 = -849874.608023
  nChanged 66
		SP:Iteration 24Q (18215.300000 sec): 3 clusters
  Score: Raw -852806.137064 + Penalty 2911.483727 = -849894.653336
  nChanged 60
		SP:Iteration 25Q (18215.320000 sec): 3 clusters
  Score: Raw -852824.230508 + Penalty 2911.483727 = -849912.746781
  nChanged 47
		SP:Iteration 26Q (18215.340000 sec): 3 clusters
  Score: Raw -852837.976731 + Penalty 2911.483727 = -849926.493003
  nChanged 44
		SP:Iteration 27Q (18215.350000 sec): 3 clusters
  Score: Raw -852848.928797 + Penalty 2911.483727 = -849937.445069
  nChanged 47
		SP:Iteration 28Q (18215.370000 sec): 3 clusters
  Score: Raw -852865.345220 + Penalty 2911.483727 = -849953.861492
  nChanged 50
		SP:Iteration 29Q (18215.380000 sec): 3 clusters
  Score: Raw -852884.539329 + Penalty 2911.483727 = -849973.055601
  nChanged 43
		SP:Iteration 30Q (18215.400000 sec): 3 clusters
  Score: Raw -852900.454577 + Penalty 2911.483727 = -849988.970849
  nChanged 40
		SP:Iteration 31Q (18215.420000 sec): 3 clusters
  Score: Raw -852911.211012 + Penalty 2911.483727 = -849999.727285
  nChanged 25
		SP:Iteration 32Q (18215.430000 sec): 3 clusters
  Score: Raw -852918.402712 + Penalty 2911.483727 = -850006.918984
  nChanged 27
		SP:Iteration 33Q (18215.450000 sec): 3 clusters
  Score: Raw -852924.482713 + Penalty 2911.483727 = -850012.998985
  nChanged 20
		SP:Iteration 34Q (18215.460000 sec): 3 clusters
  Score: Raw -852929.161439 + Penalty 2911.483727 = -850017.677712
  nChanged 17
		SP:Iteration 35Q (18215.480000 sec): 3 clusters
  Score: Raw -852933.038512 + Penalty 2911.483727 = -850021.554785
  nChanged 18
		SP:Iteration 36Q (18215.500000 sec): 3 clusters
  Score: Raw -852937.186466 + Penalty 2911.483727 = -850025.702739
  nChanged 11
		SP:Iteration 37Q (18215.510000 sec): 3 clusters
  Score: Raw -852939.635882 + Penalty 2911.483727 = -850028.152155
  nChanged 17
		SP:Iteration 38Q (18215.520000 sec): 3 clusters
  Score: Raw -852942.630061 + Penalty 2911.483727 = -850031.146334
  nChanged 13
		SP:Iteration 39Q (18215.540000 sec): 3 clusters
  Score: Raw -852945.105600 + Penalty 2911.483727 = -850033.621873
  nChanged 14
		SP:Iteration 40F (18215.560000 sec): 3 clusters
  Score: Raw -852947.619869 + Penalty 2911.483727 = -850036.136141
  nChanged 9
		SP:Iteration 41Q (18215.580000 sec): 3 clusters
  Score: Raw -852949.698347 + Penalty 2911.483727 = -850038.214620
  nChanged 10
		SP:Iteration 42Q (18215.590000 sec): 3 clusters
  Score: Raw -852951.498282 + Penalty 2911.483727 = -850040.014555
  nChanged 7
		SP:Iteration 43Q (18215.610000 sec): 3 clusters
  Score: Raw -852952.586369 + Penalty 2911.483727 = -850041.102642
  nChanged 8
		SP:Iteration 44Q (18215.620000 sec): 3 clusters
  Score: Raw -852953.728203 + Penalty 2911.483727 = -850042.244475
  nChanged 7
		SP:Iteration 45Q (18215.640000 sec): 3 clusters
  Score: Raw -852954.797829 + Penalty 2911.483727 = -850043.314101
  nChanged 4
		SP:Iteration 46Q (18215.650000 sec): 3 clusters
  Score: Raw -852955.423264 + Penalty 2911.483727 = -850043.939537
  nChanged 1
		SP:Iteration 47Q (18215.670000 sec): 3 clusters
  Score: Raw -852955.603715 + Penalty 2911.483727 = -850044.119988
  nChanged 3
		SP:Iteration 48Q (18215.680000 sec): 3 clusters
  Score: Raw -852955.971713 + Penalty 2911.483727 = -850044.487985
  nChanged 2
		SP:Iteration 49Q (18215.700000 sec): 3 clusters
  Score: Raw -852956.177518 + Penalty 2911.483727 = -850044.693790
  nChanged 0
		SP:Iteration 50F (18215.720000 sec): 3 clusters
  Score: Raw -852956.177518 + Penalty 2911.483727 = -850044.693790
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18215.730000 sec): 2 clusters
  Score: Raw -105065.028669 + Penalty 1119.227293 = -103945.801376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18215.730000 sec): 3 clusters
  Score: Raw -104718.029292 + Penalty 2238.454586 = -102479.574707
  nChanged 289
		SP:Iteration 1F (18215.730000 sec): 3 clusters
  Score: Raw -104948.307742 + Penalty 2238.454586 = -102709.853157
  nChanged 80
		SP:Iteration 2F (18215.740000 sec): 3 clusters
  Score: Raw -105028.090189 + Penalty 2238.454586 = -102789.635604
  nChanged 46
		SP:Iteration 3Q (18215.740000 sec): 3 clusters
  Score: Raw -105081.102094 + Penalty 2238.454586 = -102842.647509
  nChanged 32
		SP:Iteration 4Q (18215.740000 sec): 3 clusters
  Score: Raw -105119.681952 + Penalty 2238.454586 = -102881.227366
  nChanged 28
		SP:Iteration 5Q (18215.740000 sec): 3 clusters
  Score: Raw -105144.050000 + Penalty 2238.454586 = -102905.595414
  nChanged 16
		SP:Iteration 6Q (18215.740000 sec): 3 clusters
  Score: Raw -105162.559071 + Penalty 2238.454586 = -102924.104486
  nChanged 15
		SP:Iteration 7Q (18215.750000 sec): 3 clusters
  Score: Raw -105183.907158 + Penalty 2238.454586 = -102945.452572
  nChanged 19
		SP:Iteration 8Q (18215.750000 sec): 3 clusters
  Score: Raw -105203.272427 + Penalty 2238.454586 = -102964.817841
  nChanged 17
		SP:Iteration 9Q (18215.750000 sec): 3 clusters
  Score: Raw -105224.254548 + Penalty 2238.454586 = -102985.799962
  nChanged 23
		SP:Iteration 10Q (18215.760000 sec): 3 clusters
  Score: Raw -105255.148848 + Penalty 2238.454586 = -103016.694262
  nChanged 18
		SP:Iteration 11Q (18215.760000 sec): 3 clusters
  Score: Raw -105276.955922 + Penalty 2238.454586 = -103038.501336
  nChanged 20
		SP:Iteration 12Q (18215.760000 sec): 3 clusters
  Score: Raw -105304.191551 + Penalty 2238.454586 = -103065.736965
  nChanged 21
		SP:Iteration 13Q (18215.760000 sec): 3 clusters
  Score: Raw -105322.299006 + Penalty 2238.454586 = -103083.844420
  nChanged 14
		SP:Iteration 14Q (18215.760000 sec): 3 clusters
  Score: Raw -105337.734502 + Penalty 2238.454586 = -103099.279917
  nChanged 11
		SP:Iteration 15Q (18215.760000 sec): 3 clusters
  Score: Raw -105357.168010 + Penalty 2238.454586 = -103118.713424
  nChanged 8
		SP:Iteration 16Q (18215.770000 sec): 3 clusters
  Score: Raw -105372.897736 + Penalty 2238.454586 = -103134.443151
  nChanged 14
		SP:Iteration 17Q (18215.770000 sec): 3 clusters
  Score: Raw -105402.011755 + Penalty 2238.454586 = -103163.557170
  nChanged 17
		SP:Iteration 18Q (18215.770000 sec): 3 clusters
  Score: Raw -105427.715139 + Penalty 2238.454586 = -103189.260553
  nChanged 12
		SP:Iteration 19Q (18215.780000 sec): 3 clusters
  Score: Raw -105444.667175 + Penalty 2238.454586 = -103206.212589
  nChanged 13
		SP:Iteration 20F (18215.780000 sec): 3 clusters
  Score: Raw -105456.962262 + Penalty 2238.454586 = -103218.507677
  nChanged 15
		SP:Iteration 21Q (18215.780000 sec): 3 clusters
  Score: Raw -105480.702547 + Penalty 2238.454586 = -103242.247961
  nChanged 14
		SP:Iteration 22Q (18215.780000 sec): 3 clusters
  Score: Raw -105502.228999 + Penalty 2238.454586 = -103263.774414
  nChanged 14
		SP:Iteration 23Q (18215.780000 sec): 3 clusters
  Score: Raw -105519.937774 + Penalty 2238.454586 = -103281.483188
  nChanged 9
		SP:Iteration 24Q (18215.780000 sec): 3 clusters
  Score: Raw -105527.704570 + Penalty 2238.454586 = -103289.249984
  nChanged 4
		SP:Iteration 25Q (18215.790000 sec): 3 clusters
  Score: Raw -105530.112470 + Penalty 2238.454586 = -103291.657884
  nChanged 2
		SP:Iteration 26Q (18215.790000 sec): 3 clusters
  Score: Raw -105531.163693 + Penalty 2238.454586 = -103292.709107
  nChanged 2
		SP:Iteration 27Q (18215.790000 sec): 3 clusters
  Score: Raw -105532.677162 + Penalty 2238.454586 = -103294.222577
  nChanged 1
		SP:Iteration 28Q (18215.800000 sec): 3 clusters
  Score: Raw -105533.067386 + Penalty 2238.454586 = -103294.612801
  nChanged 1
		SP:Iteration 29Q (18215.800000 sec): 3 clusters
  Score: Raw -105533.552044 + Penalty 2238.454586 = -103295.097458
  nChanged 2
		SP:Iteration 30Q (18215.800000 sec): 3 clusters
  Score: Raw -105534.879301 + Penalty 2238.454586 = -103296.424715
  nChanged 1
		SP:Iteration 31Q (18215.800000 sec): 3 clusters
  Score: Raw -105535.365292 + Penalty 2238.454586 = -103296.910707
  nChanged 0
		SP:Iteration 32F (18215.800000 sec): 3 clusters
  Score: Raw -105535.365292 + Penalty 2238.454586 = -103296.910707
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (31617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18215.900000 sec): 2 clusters
  Score: Raw -3716438.739842 + Penalty 1683.735662 = -3714755.004180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18215.980000 sec): 3 clusters
  Score: Raw -3696863.209943 + Penalty 3367.471325 = -3693495.738618
  nChanged 14582
		SP:Iteration 1F (18216.060000 sec): 3 clusters
  Score: Raw -3705258.201995 + Penalty 3367.471325 = -3701890.730670
  nChanged 1340
		SP:Iteration 2Q (18216.140000 sec): 3 clusters
  Score: Raw -3705755.132551 + Penalty 3367.471325 = -3702387.661226
  nChanged 1416
		SP:Iteration 3Q (18216.220000 sec): 3 clusters
  Score: Raw -3706436.888404 + Penalty 3367.471325 = -3703069.417079
  nChanged 1681
		SP:Iteration 4F (18216.290000 sec): 3 clusters
  Score: Raw -3707384.546778 + Penalty 3367.471325 = -3704017.075453
  nChanged 1927
		SP:Iteration 5F (18216.370000 sec): 3 clusters
  Score: Raw -3708673.578727 + Penalty 3367.471325 = -3705306.107402
  nChanged 2226
		SP:Iteration 6F (18216.450000 sec): 3 clusters
  Score: Raw -3710439.028288 + Penalty 3367.471325 = -3707071.556964
  nChanged 2365
		SP:Iteration 7F (18216.530000 sec): 3 clusters
  Score: Raw -3712528.573465 + Penalty 3367.471325 = -3709161.102140
  nChanged 1983
		SP:Iteration 8F (18216.610000 sec): 3 clusters
  Score: Raw -3714332.977362 + Penalty 3367.471325 = -3710965.506037
  nChanged 1305
		SP:Iteration 9Q (18216.680000 sec): 3 clusters
  Score: Raw -3715519.696788 + Penalty 3367.471325 = -3712152.225464
  nChanged 648
		SP:Iteration 10Q (18216.740000 sec): 3 clusters
  Score: Raw -3716092.645819 + Penalty 3367.471325 = -3712725.174494
  nChanged 292
		SP:Iteration 11Q (18216.800000 sec): 3 clusters
  Score: Raw -3716373.600818 + Penalty 3367.471325 = -3713006.129493
  nChanged 128
		SP:Iteration 12Q (18216.860000 sec): 3 clusters
  Score: Raw -3716504.440646 + Penalty 3367.471325 = -3713136.969322
  nChanged 46
		SP:Iteration 13Q (18216.910000 sec): 3 clusters
  Score: Raw -3716547.517990 + Penalty 3367.471325 = -3713180.046666
  nChanged 30
		SP:Iteration 14Q (18216.970000 sec): 3 clusters
  Score: Raw -3716584.547943 + Penalty 3367.471325 = -3713217.076618
  nChanged 13
		SP:Iteration 15Q (18217.020000 sec): 3 clusters
  Score: Raw -3716599.589815 + Penalty 3367.471325 = -3713232.118491
  nChanged 10
		SP:Iteration 16Q (18217.080000 sec): 3 clusters
  Score: Raw -3716613.267631 + Penalty 3367.471325 = -3713245.796306
  nChanged 8
		SP:Iteration 17Q (18217.130000 sec): 3 clusters
  Score: Raw -3716619.851139 + Penalty 3367.471325 = -3713252.379815
  nChanged 6
		SP:Iteration 18Q (18217.190000 sec): 3 clusters
  Score: Raw -3716625.471131 + Penalty 3367.471325 = -3713257.999807
  nChanged 3
		SP:Iteration 19Q (18217.240000 sec): 3 clusters
  Score: Raw -3716627.251249 + Penalty 3367.471325 = -3713259.779925
  nChanged 2
		SP:Iteration 20F (18217.320000 sec): 3 clusters
  Score: Raw -3716628.735796 + Penalty 3367.471325 = -3713261.264472
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18217.370000 sec): 2 clusters
  Score: Raw -1547986.649395 + Penalty 1545.615738 = -1546441.033657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18217.400000 sec): 3 clusters
  Score: Raw -1540138.626625 + Penalty 3091.231476 = -1537047.395149
  nChanged 5928
		SP:Iteration 1F (18217.430000 sec): 3 clusters
  Score: Raw -1543284.218312 + Penalty 3091.231476 = -1540192.986836
  nChanged 778
		SP:Iteration 2F (18217.470000 sec): 3 clusters
  Score: Raw -1543609.530334 + Penalty 3091.231476 = -1540518.298858
  nChanged 723
		SP:Iteration 3F (18217.500000 sec): 3 clusters
  Score: Raw -1543970.061262 + Penalty 3091.231476 = -1540878.829786
  nChanged 714
		SP:Iteration 4F (18217.530000 sec): 3 clusters
  Score: Raw -1544386.935305 + Penalty 3091.231476 = -1541295.703829
  nChanged 743
		SP:Iteration 5F (18217.560000 sec): 3 clusters
  Score: Raw -1544933.426181 + Penalty 3091.231476 = -1541842.194705
  nChanged 830
		SP:Iteration 6F (18217.600000 sec): 3 clusters
  Score: Raw -1545627.304877 + Penalty 3091.231476 = -1542536.073401
  nChanged 826
		SP:Iteration 7F (18217.630000 sec): 3 clusters
  Score: Raw -1546336.286641 + Penalty 3091.231476 = -1543245.055165
  nChanged 788
		SP:Iteration 8F (18217.660000 sec): 3 clusters
  Score: Raw -1546978.800789 + Penalty 3091.231476 = -1543887.569313
  nChanged 620
		SP:Iteration 9Q (18217.690000 sec): 3 clusters
  Score: Raw -1547457.299262 + Penalty 3091.231476 = -1544366.067786
  nChanged 471
		SP:Iteration 10Q (18217.730000 sec): 3 clusters
  Score: Raw -1547748.644507 + Penalty 3091.231476 = -1544657.413031
  nChanged 341
		SP:Iteration 11Q (18217.760000 sec): 3 clusters
  Score: Raw -1547918.831723 + Penalty 3091.231476 = -1544827.600247
  nChanged 262
		SP:Iteration 12Q (18217.790000 sec): 3 clusters
  Score: Raw -1548039.234717 + Penalty 3091.231476 = -1544948.003241
  nChanged 243
		SP:Iteration 13Q (18217.820000 sec): 3 clusters
  Score: Raw -1548144.751810 + Penalty 3091.231476 = -1545053.520334
  nChanged 211
		SP:Iteration 14Q (18217.850000 sec): 3 clusters
  Score: Raw -1548221.768911 + Penalty 3091.231476 = -1545130.537435
  nChanged 162
		SP:Iteration 15Q (18217.880000 sec): 3 clusters
  Score: Raw -1548278.219779 + Penalty 3091.231476 = -1545186.988303
  nChanged 151
		SP:Iteration 16Q (18217.910000 sec): 3 clusters
  Score: Raw -1548321.943046 + Penalty 3091.231476 = -1545230.711570
  nChanged 127
		SP:Iteration 17Q (18217.940000 sec): 3 clusters
  Score: Raw -1548352.952127 + Penalty 3091.231476 = -1545261.720651
  nChanged 97
		SP:Iteration 18Q (18217.970000 sec): 3 clusters
  Score: Raw -1548370.650870 + Penalty 3091.231476 = -1545279.419394
  nChanged 59
		SP:Iteration 19Q (18218.000000 sec): 3 clusters
  Score: Raw -1548379.008028 + Penalty 3091.231476 = -1545287.776553
  nChanged 42
		SP:Iteration 20F (18218.030000 sec): 3 clusters
  Score: Raw -1548383.600743 + Penalty 3091.231476 = -1545292.369268
  nChanged 36
		SP:Iteration 21Q (18218.060000 sec): 3 clusters
  Score: Raw -1548389.440581 + Penalty 3091.231476 = -1545298.209105
  nChanged 39
		SP:Iteration 22Q (18218.090000 sec): 3 clusters
  Score: Raw -1548396.193783 + Penalty 3091.231476 = -1545304.962308
  nChanged 35
		SP:Iteration 23Q (18218.120000 sec): 3 clusters
  Score: Raw -1548399.895616 + Penalty 3091.231476 = -1545308.664140
  nChanged 27
		SP:Iteration 24Q (18218.150000 sec): 3 clusters
  Score: Raw -1548403.244938 + Penalty 3091.231476 = -1545312.013462
  nChanged 25
		SP:Iteration 25Q (18218.180000 sec): 3 clusters
  Score: Raw -1548405.975563 + Penalty 3091.231476 = -1545314.744088
  nChanged 18
		SP:Iteration 26Q (18218.210000 sec): 3 clusters
  Score: Raw -1548407.543392 + Penalty 3091.231476 = -1545316.311916
  nChanged 15
		SP:Iteration 27Q (18218.230000 sec): 3 clusters
  Score: Raw -1548409.216518 + Penalty 3091.231476 = -1545317.985042
  nChanged 22
		SP:Iteration 28Q (18218.260000 sec): 3 clusters
  Score: Raw -1548411.863285 + Penalty 3091.231476 = -1545320.631809
  nChanged 27
		SP:Iteration 29Q (18218.290000 sec): 3 clusters
  Score: Raw -1548414.784322 + Penalty 3091.231476 = -1545323.552847
  nChanged 21
		SP:Iteration 30Q (18218.320000 sec): 3 clusters
  Score: Raw -1548416.939979 + Penalty 3091.231476 = -1545325.708503
  nChanged 17
		SP:Iteration 31Q (18218.350000 sec): 3 clusters
  Score: Raw -1548418.864947 + Penalty 3091.231476 = -1545327.633471
  nChanged 17
		SP:Iteration 32Q (18218.380000 sec): 3 clusters
  Score: Raw -1548420.483845 + Penalty 3091.231476 = -1545329.252369
  nChanged 16
		SP:Iteration 33Q (18218.410000 sec): 3 clusters
  Score: Raw -1548422.672952 + Penalty 3091.231476 = -1545331.441476
  nChanged 27
		SP:Iteration 34Q (18218.440000 sec): 3 clusters
  Score: Raw -1548426.180603 + Penalty 3091.231476 = -1545334.949127
  nChanged 24
		SP:Iteration 35Q (18218.470000 sec): 3 clusters
  Score: Raw -1548430.917977 + Penalty 3091.231476 = -1545339.686501
  nChanged 31
		SP:Iteration 36Q (18218.490000 sec): 3 clusters
  Score: Raw -1548435.384469 + Penalty 3091.231476 = -1545344.152993
  nChanged 27
		SP:Iteration 37Q (18218.530000 sec): 3 clusters
  Score: Raw -1548439.299687 + Penalty 3091.231476 = -1545348.068211
  nChanged 29
		SP:Iteration 38Q (18218.550000 sec): 3 clusters
  Score: Raw -1548443.063351 + Penalty 3091.231476 = -1545351.831875
  nChanged 22
		SP:Iteration 39Q (18218.580000 sec): 3 clusters
  Score: Raw -1548446.113043 + Penalty 3091.231476 = -1545354.881567
  nChanged 22
		SP:Iteration 40F (18218.610000 sec): 3 clusters
  Score: Raw -1548449.362886 + Penalty 3091.231476 = -1545358.131410
  nChanged 31
		SP:Iteration 41Q (18218.650000 sec): 3 clusters
  Score: Raw -1548452.553197 + Penalty 3091.231476 = -1545361.321722
  nChanged 21
		SP:Iteration 42Q (18218.670000 sec): 3 clusters
  Score: Raw -1548454.867888 + Penalty 3091.231476 = -1545363.636413
  nChanged 30
		SP:Iteration 43Q (18218.700000 sec): 3 clusters
  Score: Raw -1548459.402209 + Penalty 3091.231476 = -1545368.170733
  nChanged 39
		SP:Iteration 44Q (18218.730000 sec): 3 clusters
  Score: Raw -1548465.665133 + Penalty 3091.231476 = -1545374.433658
  nChanged 43
		SP:Iteration 45Q (18218.760000 sec): 3 clusters
  Score: Raw -1548471.976698 + Penalty 3091.231476 = -1545380.745222
  nChanged 33
		SP:Iteration 46Q (18218.790000 sec): 3 clusters
  Score: Raw -1548476.935042 + Penalty 3091.231476 = -1545385.703566
  nChanged 36
		SP:Iteration 47Q (18218.820000 sec): 3 clusters
  Score: Raw -1548481.940657 + Penalty 3091.231476 = -1545390.709181
  nChanged 30
		SP:Iteration 48Q (18218.850000 sec): 3 clusters
  Score: Raw -1548485.509269 + Penalty 3091.231476 = -1545394.277793
  nChanged 28
		SP:Iteration 49Q (18218.880000 sec): 3 clusters
  Score: Raw -1548489.260721 + Penalty 3091.231476 = -1545398.029245
  nChanged 34
		SP:Iteration 50Q (18218.910000 sec): 3 clusters
  Score: Raw -1548493.885586 + Penalty 3091.231476 = -1545402.654110
  nChanged 39
		SP:Iteration 51Q (18218.930000 sec): 3 clusters
  Score: Raw -1548498.369679 + Penalty 3091.231476 = -1545407.138204
  nChanged 34
		SP:Iteration 52Q (18218.970000 sec): 3 clusters
  Score: Raw -1548503.190192 + Penalty 3091.231476 = -1545411.958716
  nChanged 30
		SP:Iteration 53Q (18218.990000 sec): 3 clusters
  Score: Raw -1548508.190272 + Penalty 3091.231476 = -1545416.958796
  nChanged 36
		SP:Iteration 54Q (18219.020000 sec): 3 clusters
  Score: Raw -1548514.239406 + Penalty 3091.231476 = -1545423.007930
  nChanged 34
		SP:Iteration 55Q (18219.050000 sec): 3 clusters
  Score: Raw -1548521.997865 + Penalty 3091.231476 = -1545430.766389
  nChanged 38
		SP:Iteration 56Q (18219.080000 sec): 3 clusters
  Score: Raw -1548529.195628 + Penalty 3091.231476 = -1545437.964152
  nChanged 45
		SP:Iteration 57Q (18219.110000 sec): 3 clusters
  Score: Raw -1548537.928511 + Penalty 3091.231476 = -1545446.697036
  nChanged 55
		SP:Iteration 58Q (18219.140000 sec): 3 clusters
  Score: Raw -1548549.087215 + Penalty 3091.231476 = -1545457.855740
  nChanged 66
		SP:Iteration 59Q (18219.170000 sec): 3 clusters
  Score: Raw -1548562.336118 + Penalty 3091.231476 = -1545471.104642
  nChanged 70
		SP:Iteration 60F (18219.200000 sec): 3 clusters
  Score: Raw -1548578.547716 + Penalty 3091.231476 = -1545487.316240
  nChanged 74
		SP:Iteration 61Q (18219.230000 sec): 3 clusters
  Score: Raw -1548598.495366 + Penalty 3091.231476 = -1545507.263890
  nChanged 79
		SP:Iteration 62Q (18219.260000 sec): 3 clusters
  Score: Raw -1548622.773903 + Penalty 3091.231476 = -1545531.542427
  nChanged 87
		SP:Iteration 63Q (18219.290000 sec): 3 clusters
  Score: Raw -1548653.794923 + Penalty 3091.231476 = -1545562.563447
  nChanged 119
		SP:Iteration 64Q (18219.310000 sec): 3 clusters
  Score: Raw -1548691.316682 + Penalty 3091.231476 = -1545600.085206
  nChanged 121
		SP:Iteration 65Q (18219.350000 sec): 3 clusters
  Score: Raw -1548729.680682 + Penalty 3091.231476 = -1545638.449206
  nChanged 120
		SP:Iteration 66Q (18219.370000 sec): 3 clusters
  Score: Raw -1548769.070820 + Penalty 3091.231476 = -1545677.839344
  nChanged 126
		SP:Iteration 67Q (18219.400000 sec): 3 clusters
  Score: Raw -1548805.678997 + Penalty 3091.231476 = -1545714.447522
  nChanged 124
		SP:Iteration 68Q (18219.430000 sec): 3 clusters
  Score: Raw -1548844.120761 + Penalty 3091.231476 = -1545752.889285
  nChanged 118
		SP:Iteration 69Q (18219.460000 sec): 3 clusters
  Score: Raw -1548874.699658 + Penalty 3091.231476 = -1545783.468182
  nChanged 111
		SP:Iteration 70Q (18219.490000 sec): 3 clusters
  Score: Raw -1548901.706741 + Penalty 3091.231476 = -1545810.475265
  nChanged 100
		SP:Iteration 71Q (18219.510000 sec): 3 clusters
  Score: Raw -1548923.275683 + Penalty 3091.231476 = -1545832.044207
  nChanged 79
		SP:Iteration 72Q (18219.540000 sec): 3 clusters
  Score: Raw -1548938.908836 + Penalty 3091.231476 = -1545847.677360
  nChanged 81
		SP:Iteration 73Q (18219.570000 sec): 3 clusters
  Score: Raw -1548952.466367 + Penalty 3091.231476 = -1545861.234891
  nChanged 52
		SP:Iteration 74Q (18219.600000 sec): 3 clusters
  Score: Raw -1548961.016790 + Penalty 3091.231476 = -1545869.785314
  nChanged 55
		SP:Iteration 75Q (18219.630000 sec): 3 clusters
  Score: Raw -1548970.981555 + Penalty 3091.231476 = -1545879.750079
  nChanged 71
		SP:Iteration 76Q (18219.650000 sec): 3 clusters
  Score: Raw -1548985.202525 + Penalty 3091.231476 = -1545893.971049
  nChanged 67
		SP:Iteration 77Q (18219.680000 sec): 3 clusters
  Score: Raw -1548999.950964 + Penalty 3091.231476 = -1545908.719488
  nChanged 79
		SP:Iteration 78Q (18219.710000 sec): 3 clusters
  Score: Raw -1549018.911482 + Penalty 3091.231476 = -1545927.680006
  nChanged 85
		SP:Iteration 79Q (18219.740000 sec): 3 clusters
  Score: Raw -1549038.741253 + Penalty 3091.231476 = -1545947.509778
  nChanged 82
		SP:Iteration 80F (18219.770000 sec): 3 clusters
  Score: Raw -1549056.681787 + Penalty 3091.231476 = -1545965.450311
  nChanged 80
		SP:Iteration 81Q (18219.800000 sec): 3 clusters
  Score: Raw -1549071.546856 + Penalty 3091.231476 = -1545980.315380
  nChanged 74
		SP:Iteration 82Q (18219.830000 sec): 3 clusters
  Score: Raw -1549088.272185 + Penalty 3091.231476 = -1545997.040709
  nChanged 81
		SP:Iteration 83Q (18219.850000 sec): 3 clusters
  Score: Raw -1549105.887392 + Penalty 3091.231476 = -1546014.655916
  nChanged 66
		SP:Iteration 84Q (18219.880000 sec): 3 clusters
  Score: Raw -1549119.284806 + Penalty 3091.231476 = -1546028.053330
  nChanged 61
		SP:Iteration 85Q (18219.910000 sec): 3 clusters
  Score: Raw -1549131.801524 + Penalty 3091.231476 = -1546040.570048
  nChanged 63
		SP:Iteration 86Q (18219.940000 sec): 3 clusters
  Score: Raw -1549142.771472 + Penalty 3091.231476 = -1546051.539996
  nChanged 59
		SP:Iteration 87Q (18219.970000 sec): 3 clusters
  Score: Raw -1549152.748916 + Penalty 3091.231476 = -1546061.517440
  nChanged 48
		SP:Iteration 88Q (18219.990000 sec): 3 clusters
  Score: Raw -1549163.454098 + Penalty 3091.231476 = -1546072.222622
  nChanged 53
		SP:Iteration 89Q (18220.020000 sec): 3 clusters
  Score: Raw -1549174.617454 + Penalty 3091.231476 = -1546083.385978
  nChanged 52
		SP:Iteration 90Q (18220.050000 sec): 3 clusters
  Score: Raw -1549185.881686 + Penalty 3091.231476 = -1546094.650210
  nChanged 60
		SP:Iteration 91Q (18220.080000 sec): 3 clusters
  Score: Raw -1549200.205444 + Penalty 3091.231476 = -1546108.973968
  nChanged 55
		SP:Iteration 92Q (18220.110000 sec): 3 clusters
  Score: Raw -1549212.720938 + Penalty 3091.231476 = -1546121.489462
  nChanged 59
		SP:Iteration 93Q (18220.130000 sec): 3 clusters
  Score: Raw -1549226.666295 + Penalty 3091.231476 = -1546135.434820
  nChanged 61
		SP:Iteration 94Q (18220.160000 sec): 3 clusters
  Score: Raw -1549242.077052 + Penalty 3091.231476 = -1546150.845576
  nChanged 57
		SP:Iteration 95Q (18220.190000 sec): 3 clusters
  Score: Raw -1549257.403108 + Penalty 3091.231476 = -1546166.171632
  nChanged 50
		SP:Iteration 96Q (18220.210000 sec): 3 clusters
  Score: Raw -1549270.753090 + Penalty 3091.231476 = -1546179.521614
  nChanged 49
		SP:Iteration 97Q (18220.240000 sec): 3 clusters
  Score: Raw -1549282.379363 + Penalty 3091.231476 = -1546191.147887
  nChanged 51
		SP:Iteration 98Q (18220.270000 sec): 3 clusters
  Score: Raw -1549292.484440 + Penalty 3091.231476 = -1546201.252964
  nChanged 45
		SP:Iteration 99Q (18220.300000 sec): 3 clusters
  Score: Raw -1549300.813771 + Penalty 3091.231476 = -1546209.582295
  nChanged 39
		SP:Iteration 100F (18220.330000 sec): 3 clusters
  Score: Raw -1549308.243548 + Penalty 3091.231476 = -1546217.012073
  nChanged 41
		SP:Iteration 101Q (18220.360000 sec): 3 clusters
  Score: Raw -1549315.270082 + Penalty 3091.231476 = -1546224.038606
  nChanged 33
		SP:Iteration 102Q (18220.380000 sec): 3 clusters
  Score: Raw -1549319.387881 + Penalty 3091.231476 = -1546228.156406
  nChanged 20
		SP:Iteration 103Q (18220.410000 sec): 3 clusters
  Score: Raw -1549322.214884 + Penalty 3091.231476 = -1546230.983408
  nChanged 27
		SP:Iteration 104Q (18220.440000 sec): 3 clusters
  Score: Raw -1549325.857821 + Penalty 3091.231476 = -1546234.626345
  nChanged 25
		SP:Iteration 105Q (18220.470000 sec): 3 clusters
  Score: Raw -1549329.229362 + Penalty 3091.231476 = -1546237.997886
  nChanged 25
		SP:Iteration 106Q (18220.490000 sec): 3 clusters
  Score: Raw -1549332.770618 + Penalty 3091.231476 = -1546241.539142
  nChanged 19
		SP:Iteration 107Q (18220.520000 sec): 3 clusters
  Score: Raw -1549335.312909 + Penalty 3091.231476 = -1546244.081433
  nChanged 16
		SP:Iteration 108Q (18220.550000 sec): 3 clusters
  Score: Raw -1549337.460321 + Penalty 3091.231476 = -1546246.228845
  nChanged 14
		SP:Iteration 109Q (18220.570000 sec): 3 clusters
  Score: Raw -1549338.718680 + Penalty 3091.231476 = -1546247.487205
  nChanged 4
		SP:Iteration 110Q (18220.600000 sec): 3 clusters
  Score: Raw -1549339.044211 + Penalty 3091.231476 = -1546247.812735
  nChanged 4
		SP:Iteration 111Q (18220.630000 sec): 3 clusters
  Score: Raw -1549339.344102 + Penalty 3091.231476 = -1546248.112626
  nChanged 5
		SP:Iteration 112Q (18220.660000 sec): 3 clusters
  Score: Raw -1549339.684358 + Penalty 3091.231476 = -1546248.452882
  nChanged 2
		SP:Iteration 113Q (18220.680000 sec): 3 clusters
  Score: Raw -1549339.815992 + Penalty 3091.231476 = -1546248.584516
  nChanged 1
		SP:Iteration 114Q (18220.710000 sec): 3 clusters
  Score: Raw -1549339.855931 + Penalty 3091.231476 = -1546248.624456
  nChanged 1
		SP:Iteration 115Q (18220.740000 sec): 3 clusters
  Score: Raw -1549339.995747 + Penalty 3091.231476 = -1546248.764272
  nChanged 2
		SP:Iteration 116Q (18220.770000 sec): 3 clusters
  Score: Raw -1549340.133684 + Penalty 3091.231476 = -1546248.902208
  nChanged 3
		SP:Iteration 117Q (18220.790000 sec): 3 clusters
  Score: Raw -1549340.408508 + Penalty 3091.231476 = -1546249.177032
  nChanged 2
		SP:Iteration 118Q (18220.820000 sec): 3 clusters
  Score: Raw -1549340.593513 + Penalty 3091.231476 = -1546249.362037
  nChanged 4
		SP:Iteration 119Q (18220.850000 sec): 3 clusters
  Score: Raw -1549340.837243 + Penalty 3091.231476 = -1546249.605767
  nChanged 7
		SP:Iteration 120F (18220.880000 sec): 3 clusters
  Score: Raw -1549341.595197 + Penalty 3091.231476 = -1546250.363721
  nChanged 11
		SP:Iteration 121Q (18220.910000 sec): 3 clusters
  Score: Raw -1549342.863637 + Penalty 3091.231476 = -1546251.632162
  nChanged 11
		SP:Iteration 122Q (18220.930000 sec): 3 clusters
  Score: Raw -1549344.187701 + Penalty 3091.231476 = -1546252.956225
  nChanged 12
		SP:Iteration 123Q (18220.960000 sec): 3 clusters
  Score: Raw -1549345.972041 + Penalty 3091.231476 = -1546254.740565
  nChanged 6
		SP:Iteration 124Q (18220.990000 sec): 3 clusters
  Score: Raw -1549346.259731 + Penalty 3091.231476 = -1546255.028255
  nChanged 0
		SP:Iteration 125F (18221.020000 sec): 3 clusters
  Score: Raw -1549346.259731 + Penalty 3091.231476 = -1546255.028255
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18221.050000 sec): 2 clusters
  Score: Raw -1296789.630683 + Penalty 1515.516437 = -1295274.114246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18221.080000 sec): 3 clusters
  Score: Raw -1290412.089184 + Penalty 3031.032874 = -1287381.056311
  nChanged 4880
		SP:Iteration 1F (18221.100000 sec): 3 clusters
  Score: Raw -1293327.427356 + Penalty 3031.032874 = -1290296.394482
  nChanged 892
		SP:Iteration 2F (18221.130000 sec): 3 clusters
  Score: Raw -1293890.929711 + Penalty 3031.032874 = -1290859.896837
  nChanged 863
		SP:Iteration 3F (18221.150000 sec): 3 clusters
  Score: Raw -1294446.801985 + Penalty 3031.032874 = -1291415.769111
  nChanged 761
		SP:Iteration 4F (18221.180000 sec): 3 clusters
  Score: Raw -1294934.598298 + Penalty 3031.032874 = -1291903.565424
  nChanged 680
		SP:Iteration 5F (18221.210000 sec): 3 clusters
  Score: Raw -1295367.540279 + Penalty 3031.032874 = -1292336.507405
  nChanged 617
		SP:Iteration 6F (18221.230000 sec): 3 clusters
  Score: Raw -1295772.706275 + Penalty 3031.032874 = -1292741.673402
  nChanged 497
		SP:Iteration 7Q (18221.260000 sec): 3 clusters
  Score: Raw -1296087.816019 + Penalty 3031.032874 = -1293056.783145
  nChanged 429
		SP:Iteration 8Q (18221.290000 sec): 3 clusters
  Score: Raw -1296351.200665 + Penalty 3031.032874 = -1293320.167791
  nChanged 340
		SP:Iteration 9Q (18221.310000 sec): 3 clusters
  Score: Raw -1296557.979699 + Penalty 3031.032874 = -1293526.946825
  nChanged 260
		SP:Iteration 10Q (18221.340000 sec): 3 clusters
  Score: Raw -1296707.317852 + Penalty 3031.032874 = -1293676.284978
  nChanged 204
		SP:Iteration 11Q (18221.370000 sec): 3 clusters
  Score: Raw -1296827.710536 + Penalty 3031.032874 = -1293796.677663
  nChanged 165
		SP:Iteration 12Q (18221.390000 sec): 3 clusters
  Score: Raw -1296909.790868 + Penalty 3031.032874 = -1293878.757994
  nChanged 108
		SP:Iteration 13Q (18221.420000 sec): 3 clusters
  Score: Raw -1296961.436253 + Penalty 3031.032874 = -1293930.403379
  nChanged 84
		SP:Iteration 14Q (18221.440000 sec): 3 clusters
  Score: Raw -1296998.865053 + Penalty 3031.032874 = -1293967.832179
  nChanged 69
		SP:Iteration 15Q (18221.470000 sec): 3 clusters
  Score: Raw -1297029.189944 + Penalty 3031.032874 = -1293998.157070
  nChanged 51
		SP:Iteration 16Q (18221.490000 sec): 3 clusters
  Score: Raw -1297054.184339 + Penalty 3031.032874 = -1294023.151465
  nChanged 37
		SP:Iteration 17Q (18221.520000 sec): 3 clusters
  Score: Raw -1297075.436067 + Penalty 3031.032874 = -1294044.403193
  nChanged 48
		SP:Iteration 18Q (18221.550000 sec): 3 clusters
  Score: Raw -1297098.750027 + Penalty 3031.032874 = -1294067.717153
  nChanged 29
		SP:Iteration 19Q (18221.570000 sec): 3 clusters
  Score: Raw -1297110.426800 + Penalty 3031.032874 = -1294079.393926
  nChanged 30
		SP:Iteration 20F (18221.600000 sec): 3 clusters
  Score: Raw -1297124.455336 + Penalty 3031.032874 = -1294093.422462
  nChanged 24
		SP:Iteration 21Q (18221.620000 sec): 3 clusters
  Score: Raw -1297136.981926 + Penalty 3031.032874 = -1294105.949052
  nChanged 28
		SP:Iteration 22Q (18221.650000 sec): 3 clusters
  Score: Raw -1297152.492785 + Penalty 3031.032874 = -1294121.459911
  nChanged 23
		SP:Iteration 23Q (18221.670000 sec): 3 clusters
  Score: Raw -1297162.730086 + Penalty 3031.032874 = -1294131.697212
  nChanged 19
		SP:Iteration 24Q (18221.700000 sec): 3 clusters
  Score: Raw -1297172.973597 + Penalty 3031.032874 = -1294141.940723
  nChanged 13
		SP:Iteration 25Q (18221.720000 sec): 3 clusters
  Score: Raw -1297180.941112 + Penalty 3031.032874 = -1294149.908238
  nChanged 12
		SP:Iteration 26Q (18221.750000 sec): 3 clusters
  Score: Raw -1297186.671370 + Penalty 3031.032874 = -1294155.638496
  nChanged 8
		SP:Iteration 27Q (18221.770000 sec): 3 clusters
  Score: Raw -1297190.928877 + Penalty 3031.032874 = -1294159.896003
  nChanged 11
		SP:Iteration 28Q (18221.800000 sec): 3 clusters
  Score: Raw -1297194.875636 + Penalty 3031.032874 = -1294163.842762
  nChanged 3
		SP:Iteration 29Q (18221.820000 sec): 3 clusters
  Score: Raw -1297196.440638 + Penalty 3031.032874 = -1294165.407764
  nChanged 3
		SP:Iteration 30Q (18221.850000 sec): 3 clusters
  Score: Raw -1297198.205420 + Penalty 3031.032874 = -1294167.172546
  nChanged 1
		SP:Iteration 31Q (18221.870000 sec): 3 clusters
  Score: Raw -1297198.599125 + Penalty 3031.032874 = -1294167.566251
  nChanged 2
		SP:Iteration 32Q (18221.890000 sec): 3 clusters
  Score: Raw -1297199.951631 + Penalty 3031.032874 = -1294168.918757
  nChanged 4
		SP:Iteration 33Q (18221.920000 sec): 3 clusters
  Score: Raw -1297201.206715 + Penalty 3031.032874 = -1294170.173841
  nChanged 2
		SP:Iteration 34Q (18221.940000 sec): 3 clusters
  Score: Raw -1297202.848519 + Penalty 3031.032874 = -1294171.815645
  nChanged 5
		SP:Iteration 35Q (18221.970000 sec): 3 clusters
  Score: Raw -1297204.865307 + Penalty 3031.032874 = -1294173.832433
  nChanged 2
		SP:Iteration 36Q (18221.990000 sec): 3 clusters
  Score: Raw -1297205.412060 + Penalty 3031.032874 = -1294174.379186
  nChanged 3
		SP:Iteration 37Q (18222.010000 sec): 3 clusters
  Score: Raw -1297207.082591 + Penalty 3031.032874 = -1294176.049717
  nChanged 1
		SP:Iteration 38Q (18222.040000 sec): 3 clusters
  Score: Raw -1297207.835599 + Penalty 3031.032874 = -1294176.802725
  nChanged 0
		SP:Iteration 39F (18222.070000 sec): 3 clusters
  Score: Raw -1297207.835599 + Penalty 3031.032874 = -1294176.802725
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18222.090000 sec): 2 clusters
  Score: Raw -622229.710279 + Penalty 1401.761880 = -620827.948399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18222.100000 sec): 3 clusters
  Score: Raw -619316.396004 + Penalty 2803.523760 = -616512.872245
  nChanged 2255
		SP:Iteration 1F (18222.110000 sec): 3 clusters
  Score: Raw -620524.908991 + Penalty 2803.523760 = -617721.385232
  nChanged 371
		SP:Iteration 2F (18222.130000 sec): 3 clusters
  Score: Raw -620721.225179 + Penalty 2803.523760 = -617917.701420
  nChanged 307
		SP:Iteration 3F (18222.140000 sec): 3 clusters
  Score: Raw -620878.321901 + Penalty 2803.523760 = -618074.798141
  nChanged 259
		SP:Iteration 4Q (18222.150000 sec): 3 clusters
  Score: Raw -621009.572781 + Penalty 2803.523760 = -618206.049021
  nChanged 234
		SP:Iteration 5Q (18222.170000 sec): 3 clusters
  Score: Raw -621135.134738 + Penalty 2803.523760 = -618331.610978
  nChanged 212
		SP:Iteration 6Q (18222.180000 sec): 3 clusters
  Score: Raw -621235.250862 + Penalty 2803.523760 = -618431.727102
  nChanged 183
		SP:Iteration 7Q (18222.190000 sec): 3 clusters
  Score: Raw -621331.184990 + Penalty 2803.523760 = -618527.661231
  nChanged 194
		SP:Iteration 8Q (18222.210000 sec): 3 clusters
  Score: Raw -621429.401529 + Penalty 2803.523760 = -618625.877770
  nChanged 194
		SP:Iteration 9Q (18222.220000 sec): 3 clusters
  Score: Raw -621543.787666 + Penalty 2803.523760 = -618740.263906
  nChanged 206
		SP:Iteration 10Q (18222.230000 sec): 3 clusters
  Score: Raw -621678.901900 + Penalty 2803.523760 = -618875.378141
  nChanged 218
		SP:Iteration 11Q (18222.250000 sec): 3 clusters
  Score: Raw -621807.336792 + Penalty 2803.523760 = -619003.813032
  nChanged 182
		SP:Iteration 12Q (18222.260000 sec): 3 clusters
  Score: Raw -621933.848269 + Penalty 2803.523760 = -619130.324510
  nChanged 165
		SP:Iteration 13Q (18222.270000 sec): 3 clusters
  Score: Raw -622042.841517 + Penalty 2803.523760 = -619239.317758
  nChanged 157
		SP:Iteration 14Q (18222.280000 sec): 3 clusters
  Score: Raw -622158.511605 + Penalty 2803.523760 = -619354.987845
  nChanged 136
		SP:Iteration 15Q (18222.290000 sec): 3 clusters
  Score: Raw -622275.105760 + Penalty 2803.523760 = -619471.582001
  nChanged 123
		SP:Iteration 16Q (18222.310000 sec): 3 clusters
  Score: Raw -622376.703990 + Penalty 2803.523760 = -619573.180230
  nChanged 121
		SP:Iteration 17Q (18222.320000 sec): 3 clusters
  Score: Raw -622460.320065 + Penalty 2803.523760 = -619656.796305
  nChanged 90
		SP:Iteration 18Q (18222.330000 sec): 3 clusters
  Score: Raw -622529.402260 + Penalty 2803.523760 = -619725.878500
  nChanged 80
		SP:Iteration 19Q (18222.340000 sec): 3 clusters
  Score: Raw -622578.715910 + Penalty 2803.523760 = -619775.192151
  nChanged 62
		SP:Iteration 20F (18222.350000 sec): 3 clusters
  Score: Raw -622616.898868 + Penalty 2803.523760 = -619813.375108
  nChanged 53
		SP:Iteration 21Q (18222.370000 sec): 3 clusters
  Score: Raw -622645.189433 + Penalty 2803.523760 = -619841.665674
  nChanged 44
		SP:Iteration 22Q (18222.380000 sec): 3 clusters
  Score: Raw -622668.934542 + Penalty 2803.523760 = -619865.410782
  nChanged 28
		SP:Iteration 23Q (18222.390000 sec): 3 clusters
  Score: Raw -622685.487849 + Penalty 2803.523760 = -619881.964090
  nChanged 27
		SP:Iteration 24Q (18222.400000 sec): 3 clusters
  Score: Raw -622695.788610 + Penalty 2803.523760 = -619892.264850
  nChanged 20
		SP:Iteration 25Q (18222.410000 sec): 3 clusters
  Score: Raw -622703.052124 + Penalty 2803.523760 = -619899.528364
  nChanged 11
		SP:Iteration 26Q (18222.420000 sec): 3 clusters
  Score: Raw -622707.279516 + Penalty 2803.523760 = -619903.755756
  nChanged 10
		SP:Iteration 27Q (18222.430000 sec): 3 clusters
  Score: Raw -622711.209429 + Penalty 2803.523760 = -619907.685670
  nChanged 7
		SP:Iteration 28Q (18222.440000 sec): 3 clusters
  Score: Raw -622713.133488 + Penalty 2803.523760 = -619909.609729
  nChanged 8
		SP:Iteration 29Q (18222.450000 sec): 3 clusters
  Score: Raw -622716.214636 + Penalty 2803.523760 = -619912.690876
  nChanged 10
		SP:Iteration 30Q (18222.470000 sec): 3 clusters
  Score: Raw -622719.303061 + Penalty 2803.523760 = -619915.779301
  nChanged 8
		SP:Iteration 31Q (18222.470000 sec): 3 clusters
  Score: Raw -622721.951514 + Penalty 2803.523760 = -619918.427755
  nChanged 7
		SP:Iteration 32Q (18222.490000 sec): 3 clusters
  Score: Raw -622723.838230 + Penalty 2803.523760 = -619920.314471
  nChanged 6
		SP:Iteration 33Q (18222.500000 sec): 3 clusters
  Score: Raw -622725.330028 + Penalty 2803.523760 = -619921.806268
  nChanged 6
		SP:Iteration 34Q (18222.510000 sec): 3 clusters
  Score: Raw -622727.493464 + Penalty 2803.523760 = -619923.969704
  nChanged 6
		SP:Iteration 35Q (18222.520000 sec): 3 clusters
  Score: Raw -622729.577081 + Penalty 2803.523760 = -619926.053322
  nChanged 5
		SP:Iteration 36Q (18222.530000 sec): 3 clusters
  Score: Raw -622730.699952 + Penalty 2803.523760 = -619927.176193
  nChanged 2
		SP:Iteration 37Q (18222.540000 sec): 3 clusters
  Score: Raw -622730.967625 + Penalty 2803.523760 = -619927.443866
  nChanged 1
		SP:Iteration 38Q (18222.550000 sec): 3 clusters
  Score: Raw -622731.247879 + Penalty 2803.523760 = -619927.724120
  nChanged 5
		SP:Iteration 39Q (18222.560000 sec): 3 clusters
  Score: Raw -622732.756613 + Penalty 2803.523760 = -619929.232854
  nChanged 7
		SP:Iteration 40F (18222.570000 sec): 3 clusters
  Score: Raw -622734.516300 + Penalty 2803.523760 = -619930.992540
  nChanged 2
		SP:Iteration 41Q (18222.590000 sec): 3 clusters
  Score: Raw -622735.404948 + Penalty 2803.523760 = -619931.881189
  nChanged 2
		SP:Iteration 42Q (18222.600000 sec): 3 clusters
  Score: Raw -622736.401643 + Penalty 2803.523760 = -619932.877883
  nChanged 3
		SP:Iteration 43Q (18222.610000 sec): 3 clusters
  Score: Raw -622737.249960 + Penalty 2803.523760 = -619933.726200
  nChanged 3
		SP:Iteration 44Q (18222.620000 sec): 3 clusters
  Score: Raw -622738.218367 + Penalty 2803.523760 = -619934.694607
  nChanged 3
		SP:Iteration 45Q (18222.630000 sec): 3 clusters
  Score: Raw -622739.053968 + Penalty 2803.523760 = -619935.530208
  nChanged 3
		SP:Iteration 46Q (18222.640000 sec): 3 clusters
  Score: Raw -622739.710606 + Penalty 2803.523760 = -619936.186846
  nChanged 3
		SP:Iteration 47Q (18222.650000 sec): 3 clusters
  Score: Raw -622740.626306 + Penalty 2803.523760 = -619937.102547
  nChanged 7
		SP:Iteration 48Q (18222.660000 sec): 3 clusters
  Score: Raw -622742.321315 + Penalty 2803.523760 = -619938.797555
  nChanged 6
		SP:Iteration 49Q (18222.670000 sec): 3 clusters
  Score: Raw -622744.952555 + Penalty 2803.523760 = -619941.428795
  nChanged 7
		SP:Iteration 50Q (18222.680000 sec): 3 clusters
  Score: Raw -622746.678993 + Penalty 2803.523760 = -619943.155233
  nChanged 6
		SP:Iteration 51Q (18222.690000 sec): 3 clusters
  Score: Raw -622748.594437 + Penalty 2803.523760 = -619945.070678
  nChanged 6
		SP:Iteration 52Q (18222.710000 sec): 3 clusters
  Score: Raw -622749.974355 + Penalty 2803.523760 = -619946.450595
  nChanged 5
		SP:Iteration 53Q (18222.710000 sec): 3 clusters
  Score: Raw -622751.142700 + Penalty 2803.523760 = -619947.618940
  nChanged 2
		SP:Iteration 54Q (18222.730000 sec): 3 clusters
  Score: Raw -622751.924091 + Penalty 2803.523760 = -619948.400332
  nChanged 4
		SP:Iteration 55Q (18222.740000 sec): 3 clusters
  Score: Raw -622753.127079 + Penalty 2803.523760 = -619949.603320
  nChanged 5
		SP:Iteration 56Q (18222.750000 sec): 3 clusters
  Score: Raw -622754.835597 + Penalty 2803.523760 = -619951.311837
  nChanged 9
		SP:Iteration 57Q (18222.760000 sec): 3 clusters
  Score: Raw -622756.938276 + Penalty 2803.523760 = -619953.414516
  nChanged 6
		SP:Iteration 58Q (18222.770000 sec): 3 clusters
  Score: Raw -622758.738878 + Penalty 2803.523760 = -619955.215119
  nChanged 4
		SP:Iteration 59Q (18222.780000 sec): 3 clusters
  Score: Raw -622760.108366 + Penalty 2803.523760 = -619956.584606
  nChanged 5
		SP:Iteration 60F (18222.790000 sec): 3 clusters
  Score: Raw -622761.252365 + Penalty 2803.523760 = -619957.728605
  nChanged 3
		SP:Iteration 61Q (18222.800000 sec): 3 clusters
  Score: Raw -622762.244959 + Penalty 2803.523760 = -619958.721200
  nChanged 1
		SP:Iteration 62Q (18222.810000 sec): 3 clusters
  Score: Raw -622762.447418 + Penalty 2803.523760 = -619958.923659
  nChanged 3
		SP:Iteration 63Q (18222.820000 sec): 3 clusters
  Score: Raw -622763.196955 + Penalty 2803.523760 = -619959.673195
  nChanged 2
		SP:Iteration 64Q (18222.830000 sec): 3 clusters
  Score: Raw -622763.488189 + Penalty 2803.523760 = -619959.964429
  nChanged 1
		SP:Iteration 65Q (18222.850000 sec): 3 clusters
  Score: Raw -622763.523920 + Penalty 2803.523760 = -619960.000160
  nChanged 0
		SP:Iteration 66F (18222.860000 sec): 3 clusters
  Score: Raw -622763.523920 + Penalty 2803.523760 = -619960.000160
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (55745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18223.010000 sec): 2 clusters
  Score: Raw -6479832.175282 + Penalty 1775.888237 = -6478056.287044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18223.150000 sec): 3 clusters
  Score: Raw -6444439.558011 + Penalty 3551.776475 = -6440887.781536
  nChanged 26179
		SP:Iteration 1F (18223.290000 sec): 3 clusters
  Score: Raw -6459922.999806 + Penalty 3551.776475 = -6456371.223331
  nChanged 3186
		SP:Iteration 2F (18223.430000 sec): 3 clusters
  Score: Raw -6461539.525339 + Penalty 3551.776475 = -6457987.748864
  nChanged 3735
		SP:Iteration 3F (18223.570000 sec): 3 clusters
  Score: Raw -6463886.807627 + Penalty 3551.776475 = -6460335.031152
  nChanged 4190
		SP:Iteration 4F (18223.710000 sec): 3 clusters
  Score: Raw -6466905.440444 + Penalty 3551.776475 = -6463353.663969
  nChanged 4298
		SP:Iteration 5F (18223.850000 sec): 3 clusters
  Score: Raw -6470034.992750 + Penalty 3551.776475 = -6466483.216275
  nChanged 3702
		SP:Iteration 6F (18223.990000 sec): 3 clusters
  Score: Raw -6472674.493361 + Penalty 3551.776475 = -6469122.716887
  nChanged 2928
		SP:Iteration 7F (18224.130000 sec): 3 clusters
  Score: Raw -6474580.718731 + Penalty 3551.776475 = -6471028.942257
  nChanged 2229
		SP:Iteration 8Q (18224.270000 sec): 3 clusters
  Score: Raw -6475997.300171 + Penalty 3551.776475 = -6472445.523696
  nChanged 1729
		SP:Iteration 9Q (18224.400000 sec): 3 clusters
  Score: Raw -6477122.003858 + Penalty 3551.776475 = -6473570.227383
  nChanged 1369
		SP:Iteration 10Q (18224.540000 sec): 3 clusters
  Score: Raw -6478018.080916 + Penalty 3551.776475 = -6474466.304442
  nChanged 1023
		SP:Iteration 11Q (18224.670000 sec): 3 clusters
  Score: Raw -6478687.981307 + Penalty 3551.776475 = -6475136.204832
  nChanged 774
		SP:Iteration 12Q (18224.800000 sec): 3 clusters
  Score: Raw -6479191.463510 + Penalty 3551.776475 = -6475639.687035
  nChanged 563
		SP:Iteration 13Q (18224.920000 sec): 3 clusters
  Score: Raw -6479531.702685 + Penalty 3551.776475 = -6475979.926211
  nChanged 350
		SP:Iteration 14Q (18225.030000 sec): 3 clusters
  Score: Raw -6479726.696030 + Penalty 3551.776475 = -6476174.919556
  nChanged 238
		SP:Iteration 15Q (18225.150000 sec): 3 clusters
  Score: Raw -6479848.542258 + Penalty 3551.776475 = -6476296.765783
  nChanged 170
		SP:Iteration 16Q (18225.250000 sec): 3 clusters
  Score: Raw -6479926.706508 + Penalty 3551.776475 = -6476374.930033
  nChanged 117
		SP:Iteration 17Q (18225.360000 sec): 3 clusters
  Score: Raw -6479982.239695 + Penalty 3551.776475 = -6476430.463220
  nChanged 89
		SP:Iteration 18Q (18225.470000 sec): 3 clusters
  Score: Raw -6480022.643219 + Penalty 3551.776475 = -6476470.866744
  nChanged 72
		SP:Iteration 19Q (18225.570000 sec): 3 clusters
  Score: Raw -6480052.635463 + Penalty 3551.776475 = -6476500.858989
  nChanged 46
		SP:Iteration 20F (18225.700000 sec): 3 clusters
  Score: Raw -6480075.851514 + Penalty 3551.776475 = -6476524.075040
  nChanged 34
		SP:Iteration 21Q (18225.810000 sec): 3 clusters
  Score: Raw -6480092.498975 + Penalty 3551.776475 = -6476540.722501
  nChanged 36
		SP:Iteration 22Q (18225.910000 sec): 3 clusters
  Score: Raw -6480106.715818 + Penalty 3551.776475 = -6476554.939343
  nChanged 22
		SP:Iteration 23Q (18226.010000 sec): 3 clusters
  Score: Raw -6480116.597232 + Penalty 3551.776475 = -6476564.820757
  nChanged 20
		SP:Iteration 24Q (18226.110000 sec): 3 clusters
  Score: Raw -6480126.157885 + Penalty 3551.776475 = -6476574.381410
  nChanged 22
		SP:Iteration 25Q (18226.210000 sec): 3 clusters
  Score: Raw -6480135.458862 + Penalty 3551.776475 = -6476583.682387
  nChanged 21
		SP:Iteration 26Q (18226.310000 sec): 3 clusters
  Score: Raw -6480145.207786 + Penalty 3551.776475 = -6476593.431311
  nChanged 20
		SP:Iteration 27Q (18226.410000 sec): 3 clusters
  Score: Raw -6480152.332417 + Penalty 3551.776475 = -6476600.555942
  nChanged 10
		SP:Iteration 28Q (18226.510000 sec): 3 clusters
  Score: Raw -6480158.010843 + Penalty 3551.776475 = -6476606.234368
  nChanged 11
		SP:Iteration 29Q (18226.610000 sec): 3 clusters
  Score: Raw -6480163.394857 + Penalty 3551.776475 = -6476611.618382
  nChanged 9
		SP:Iteration 30Q (18226.710000 sec): 3 clusters
  Score: Raw -6480166.302066 + Penalty 3551.776475 = -6476614.525591
  nChanged 7
		SP:Iteration 31Q (18226.810000 sec): 3 clusters
  Score: Raw -6480169.685292 + Penalty 3551.776475 = -6476617.908817
  nChanged 4
		SP:Iteration 32Q (18226.910000 sec): 3 clusters
  Score: Raw -6480171.485279 + Penalty 3551.776475 = -6476619.708804
  nChanged 5
		SP:Iteration 33Q (18227.010000 sec): 3 clusters
  Score: Raw -6480173.625061 + Penalty 3551.776475 = -6476621.848587
  nChanged 3
		SP:Iteration 34Q (18227.110000 sec): 3 clusters
  Score: Raw -6480175.124703 + Penalty 3551.776475 = -6476623.348228
  nChanged 3
		SP:Iteration 35Q (18227.210000 sec): 3 clusters
  Score: Raw -6480177.039992 + Penalty 3551.776475 = -6476625.263518
  nChanged 6
		SP:Iteration 36Q (18227.310000 sec): 3 clusters
  Score: Raw -6480180.607133 + Penalty 3551.776475 = -6476628.830658
  nChanged 5
		SP:Iteration 37Q (18227.410000 sec): 3 clusters
  Score: Raw -6480182.720734 + Penalty 3551.776475 = -6476630.944259
  nChanged 2
		SP:Iteration 38Q (18227.510000 sec): 3 clusters
  Score: Raw -6480183.623198 + Penalty 3551.776475 = -6476631.846723
  nChanged 1
		SP:Iteration 39Q (18227.610000 sec): 3 clusters
  Score: Raw -6480183.910802 + Penalty 3551.776475 = -6476632.134327
  nChanged 0
		SP:Iteration 40F (18227.750000 sec): 3 clusters
  Score: Raw -6480183.910802 + Penalty 3551.776475 = -6476632.134327
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (105699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18228.010000 sec): 2 clusters
  Score: Raw -12107443.312487 + Penalty 1879.856991 = -12105563.455497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18228.270000 sec): 3 clusters
  Score: Raw -12038542.814658 + Penalty 3759.713981 = -12034783.100677
  nChanged 50636
		SP:Iteration 1F (18228.530000 sec): 3 clusters
  Score: Raw -12068256.096818 + Penalty 3759.713981 = -12064496.382837
  nChanged 3960
		SP:Iteration 2Q (18228.800000 sec): 3 clusters
  Score: Raw -12069595.006806 + Penalty 3759.713981 = -12065835.292825
  nChanged 4411
		SP:Iteration 3Q (18229.070000 sec): 3 clusters
  Score: Raw -12071377.316480 + Penalty 3759.713981 = -12067617.602499
  nChanged 4979
		SP:Iteration 4Q (18229.340000 sec): 3 clusters
  Score: Raw -12073814.506363 + Penalty 3759.713981 = -12070054.792382
  nChanged 5600
		SP:Iteration 5F (18229.600000 sec): 3 clusters
  Score: Raw -12077062.117154 + Penalty 3759.713981 = -12073302.403173
  nChanged 6230
		SP:Iteration 6F (18229.860000 sec): 3 clusters
  Score: Raw -12081081.868459 + Penalty 3759.713981 = -12077322.154478
  nChanged 6659
		SP:Iteration 7F (18230.130000 sec): 3 clusters
  Score: Raw -12085822.033612 + Penalty 3759.713981 = -12082062.319631
  nChanged 6968
		SP:Iteration 8F (18230.390000 sec): 3 clusters
  Score: Raw -12091093.048924 + Penalty 3759.713981 = -12087333.334943
  nChanged 6762
		SP:Iteration 9F (18230.650000 sec): 3 clusters
  Score: Raw -12096378.403965 + Penalty 3759.713981 = -12092618.689984
  nChanged 5658
		SP:Iteration 10F (18230.910000 sec): 3 clusters
  Score: Raw -12100866.593961 + Penalty 3759.713981 = -12097106.879980
  nChanged 4070
		SP:Iteration 11Q (18231.140000 sec): 3 clusters
  Score: Raw -12104068.535769 + Penalty 3759.713981 = -12100308.821788
  nChanged 2404
		SP:Iteration 12Q (18231.360000 sec): 3 clusters
  Score: Raw -12105880.345408 + Penalty 3759.713981 = -12102120.631427
  nChanged 1251
		SP:Iteration 13Q (18231.560000 sec): 3 clusters
  Score: Raw -12106794.213615 + Penalty 3759.713981 = -12103034.499634
  nChanged 607
		SP:Iteration 14Q (18231.760000 sec): 3 clusters
  Score: Raw -12107240.795670 + Penalty 3759.713981 = -12103481.081689
  nChanged 319
		SP:Iteration 15Q (18231.950000 sec): 3 clusters
  Score: Raw -12107464.912933 + Penalty 3759.713981 = -12103705.198952
  nChanged 210
		SP:Iteration 16Q (18232.140000 sec): 3 clusters
  Score: Raw -12107616.586864 + Penalty 3759.713981 = -12103856.872883
  nChanged 120
		SP:Iteration 17Q (18232.330000 sec): 3 clusters
  Score: Raw -12107693.600480 + Penalty 3759.713981 = -12103933.886499
  nChanged 72
		SP:Iteration 18Q (18232.520000 sec): 3 clusters
  Score: Raw -12107740.967995 + Penalty 3759.713981 = -12103981.254014
  nChanged 44
		SP:Iteration 19Q (18232.700000 sec): 3 clusters
  Score: Raw -12107763.549412 + Penalty 3759.713981 = -12104003.835431
  nChanged 27
		SP:Iteration 20F (18232.960000 sec): 3 clusters
  Score: Raw -12107777.437947 + Penalty 3759.713981 = -12104017.723965
  nChanged 19
		SP:Iteration 21Q (18233.150000 sec): 3 clusters
  Score: Raw -12107786.015467 + Penalty 3759.713981 = -12104026.301486
  nChanged 11
		SP:Iteration 22Q (18233.340000 sec): 3 clusters
  Score: Raw -12107791.235276 + Penalty 3759.713981 = -12104031.521295
  nChanged 9
		SP:Iteration 23Q (18233.520000 sec): 3 clusters
  Score: Raw -12107794.525636 + Penalty 3759.713981 = -12104034.811654
  nChanged 6
		SP:Iteration 24Q (18233.700000 sec): 3 clusters
  Score: Raw -12107797.251252 + Penalty 3759.713981 = -12104037.537270
  nChanged 5
		SP:Iteration 25Q (18233.880000 sec): 3 clusters
  Score: Raw -12107799.419508 + Penalty 3759.713981 = -12104039.705527
  nChanged 6
		SP:Iteration 26Q (18234.070000 sec): 3 clusters
  Score: Raw -12107802.970336 + Penalty 3759.713981 = -12104043.256355
  nChanged 7
		SP:Iteration 27Q (18234.250000 sec): 3 clusters
  Score: Raw -12107805.225805 + Penalty 3759.713981 = -12104045.511823
  nChanged 6
		SP:Iteration 28Q (18234.430000 sec): 3 clusters
  Score: Raw -12107807.821390 + Penalty 3759.713981 = -12104048.107409
  nChanged 3
		SP:Iteration 29Q (18234.620000 sec): 3 clusters
  Score: Raw -12107809.724509 + Penalty 3759.713981 = -12104050.010528
  nChanged 1
		SP:Iteration 30Q (18234.800000 sec): 3 clusters
  Score: Raw -12107810.159982 + Penalty 3759.713981 = -12104050.446001
  nChanged 0
		SP:Iteration 31F (18235.060000 sec): 3 clusters
  Score: Raw -12107810.159982 + Penalty 3759.713981 = -12104050.446001
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18235.110000 sec): 2 clusters
  Score: Raw -490710.218428 + Penalty 1367.535542 = -489342.682886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18235.120000 sec): 3 clusters
  Score: Raw -488409.450799 + Penalty 2735.071084 = -485674.379715
  nChanged 1778
		SP:Iteration 1F (18235.140000 sec): 3 clusters
  Score: Raw -489406.177288 + Penalty 2735.071084 = -486671.106204
  nChanged 376
		SP:Iteration 2F (18235.140000 sec): 3 clusters
  Score: Raw -489628.659593 + Penalty 2735.071084 = -486893.588509
  nChanged 250
		SP:Iteration 3F (18235.160000 sec): 3 clusters
  Score: Raw -489779.313052 + Penalty 2735.071084 = -487044.241967
  nChanged 194
		SP:Iteration 4Q (18235.170000 sec): 3 clusters
  Score: Raw -489900.734489 + Penalty 2735.071084 = -487165.663405
  nChanged 192
		SP:Iteration 5Q (18235.180000 sec): 3 clusters
  Score: Raw -490038.713241 + Penalty 2735.071084 = -487303.642157
  nChanged 190
		SP:Iteration 6Q (18235.190000 sec): 3 clusters
  Score: Raw -490196.217539 + Penalty 2735.071084 = -487461.146455
  nChanged 206
		SP:Iteration 7Q (18235.200000 sec): 3 clusters
  Score: Raw -490399.803584 + Penalty 2735.071084 = -487664.732500
  nChanged 241
		SP:Iteration 8F (18235.210000 sec): 3 clusters
  Score: Raw -490677.375172 + Penalty 2735.071084 = -487942.304088
  nChanged 252
		SP:Iteration 9F (18235.220000 sec): 3 clusters
  Score: Raw -491004.894308 + Penalty 2735.071084 = -488269.823224
  nChanged 236
		SP:Iteration 10F (18235.230000 sec): 3 clusters
  Score: Raw -491353.838860 + Penalty 2735.071084 = -488618.767776
  nChanged 204
		SP:Iteration 11Q (18235.240000 sec): 3 clusters
  Score: Raw -491651.070456 + Penalty 2735.071084 = -488915.999372
  nChanged 123
		SP:Iteration 12Q (18235.250000 sec): 3 clusters
  Score: Raw -491789.376475 + Penalty 2735.071084 = -489054.305391
  nChanged 79
		SP:Iteration 13Q (18235.260000 sec): 3 clusters
  Score: Raw -491857.666943 + Penalty 2735.071084 = -489122.595859
  nChanged 50
		SP:Iteration 14Q (18235.260000 sec): 3 clusters
  Score: Raw -491884.924241 + Penalty 2735.071084 = -489149.853157
  nChanged 33
		SP:Iteration 15Q (18235.280000 sec): 3 clusters
  Score: Raw -491897.843224 + Penalty 2735.071084 = -489162.772139
  nChanged 12
		SP:Iteration 16Q (18235.280000 sec): 3 clusters
  Score: Raw -491902.678357 + Penalty 2735.071084 = -489167.607273
  nChanged 8
		SP:Iteration 17Q (18235.290000 sec): 3 clusters
  Score: Raw -491906.239799 + Penalty 2735.071084 = -489171.168715
  nChanged 11
		SP:Iteration 18Q (18235.300000 sec): 3 clusters
  Score: Raw -491912.989764 + Penalty 2735.071084 = -489177.918680
  nChanged 12
		SP:Iteration 19Q (18235.310000 sec): 3 clusters
  Score: Raw -491918.657743 + Penalty 2735.071084 = -489183.586659
  nChanged 10
		SP:Iteration 20F (18235.320000 sec): 3 clusters
  Score: Raw -491922.394496 + Penalty 2735.071084 = -489187.323412
  nChanged 7
		SP:Iteration 21Q (18235.330000 sec): 3 clusters
  Score: Raw -491924.645403 + Penalty 2735.071084 = -489189.574319
  nChanged 5
		SP:Iteration 22Q (18235.340000 sec): 3 clusters
  Score: Raw -491926.174902 + Penalty 2735.071084 = -489191.103818
  nChanged 3
		SP:Iteration 23Q (18235.340000 sec): 3 clusters
  Score: Raw -491927.007176 + Penalty 2735.071084 = -489191.936092
  nChanged 2
		SP:Iteration 24Q (18235.350000 sec): 3 clusters
  Score: Raw -491927.327912 + Penalty 2735.071084 = -489192.256828
  nChanged 0
		SP:Iteration 25F (18235.360000 sec): 3 clusters
  Score: Raw -491927.327912 + Penalty 2735.071084 = -489192.256828
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18235.400000 sec): 2 clusters
  Score: Raw -1498789.753539 + Penalty 1535.725152 = -1497254.028387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18235.430000 sec): 3 clusters
  Score: Raw -1491432.915891 + Penalty 3071.450305 = -1488361.465586
  nChanged 5560
		SP:Iteration 1F (18235.460000 sec): 3 clusters
  Score: Raw -1494349.387422 + Penalty 3071.450305 = -1491277.937118
  nChanged 646
		SP:Iteration 2F (18235.490000 sec): 3 clusters
  Score: Raw -1494593.424169 + Penalty 3071.450305 = -1491521.973865
  nChanged 540
		SP:Iteration 3Q (18235.520000 sec): 3 clusters
  Score: Raw -1494774.797508 + Penalty 3071.450305 = -1491703.347203
  nChanged 471
		SP:Iteration 4Q (18235.560000 sec): 3 clusters
  Score: Raw -1494920.035718 + Penalty 3071.450305 = -1491848.585413
  nChanged 400
		SP:Iteration 5Q (18235.580000 sec): 3 clusters
  Score: Raw -1495033.180818 + Penalty 3071.450305 = -1491961.730514
  nChanged 371
		SP:Iteration 6Q (18235.620000 sec): 3 clusters
  Score: Raw -1495143.828547 + Penalty 3071.450305 = -1492072.378243
  nChanged 378
		SP:Iteration 7Q (18235.650000 sec): 3 clusters
  Score: Raw -1495278.167744 + Penalty 3071.450305 = -1492206.717439
  nChanged 402
		SP:Iteration 8Q (18235.680000 sec): 3 clusters
  Score: Raw -1495445.758784 + Penalty 3071.450305 = -1492374.308479
  nChanged 453
		SP:Iteration 9Q (18235.710000 sec): 3 clusters
  Score: Raw -1495632.101519 + Penalty 3071.450305 = -1492560.651214
  nChanged 506
		SP:Iteration 10Q (18235.740000 sec): 3 clusters
  Score: Raw -1495848.004457 + Penalty 3071.450305 = -1492776.554153
  nChanged 502
		SP:Iteration 11Q (18235.770000 sec): 3 clusters
  Score: Raw -1496085.470272 + Penalty 3071.450305 = -1493014.019968
  nChanged 569
		SP:Iteration 12Q (18235.800000 sec): 3 clusters
  Score: Raw -1496375.411738 + Penalty 3071.450305 = -1493303.961434
  nChanged 582
		SP:Iteration 13Q (18235.830000 sec): 3 clusters
  Score: Raw -1496683.932478 + Penalty 3071.450305 = -1493612.482173
  nChanged 561
		SP:Iteration 14Q (18235.860000 sec): 3 clusters
  Score: Raw -1496991.293013 + Penalty 3071.450305 = -1493919.842708
  nChanged 513
		SP:Iteration 15Q (18235.890000 sec): 3 clusters
  Score: Raw -1497261.071813 + Penalty 3071.450305 = -1494189.621509
  nChanged 445
		SP:Iteration 16Q (18235.920000 sec): 3 clusters
  Score: Raw -1497513.134141 + Penalty 3071.450305 = -1494441.683836
  nChanged 425
		SP:Iteration 17Q (18235.950000 sec): 3 clusters
  Score: Raw -1497765.469933 + Penalty 3071.450305 = -1494694.019628
  nChanged 357
		SP:Iteration 18Q (18235.980000 sec): 3 clusters
  Score: Raw -1497973.856658 + Penalty 3071.450305 = -1494902.406354
  nChanged 319
		SP:Iteration 19Q (18236.010000 sec): 3 clusters
  Score: Raw -1498177.200238 + Penalty 3071.450305 = -1495105.749933
  nChanged 299
		SP:Iteration 20F (18236.040000 sec): 3 clusters
  Score: Raw -1498368.431868 + Penalty 3071.450305 = -1495296.981564
  nChanged 221
		SP:Iteration 21Q (18236.070000 sec): 3 clusters
  Score: Raw -1498505.177155 + Penalty 3071.450305 = -1495433.726851
  nChanged 166
		SP:Iteration 22Q (18236.100000 sec): 3 clusters
  Score: Raw -1498616.503524 + Penalty 3071.450305 = -1495545.053220
  nChanged 121
		SP:Iteration 23Q (18236.130000 sec): 3 clusters
  Score: Raw -1498696.726533 + Penalty 3071.450305 = -1495625.276228
  nChanged 91
		SP:Iteration 24Q (18236.160000 sec): 3 clusters
  Score: Raw -1498761.620247 + Penalty 3071.450305 = -1495690.169943
  nChanged 85
		SP:Iteration 25Q (18236.180000 sec): 3 clusters
  Score: Raw -1498821.426467 + Penalty 3071.450305 = -1495749.976163
  nChanged 58
		SP:Iteration 26Q (18236.210000 sec): 3 clusters
  Score: Raw -1498855.163004 + Penalty 3071.450305 = -1495783.712699
  nChanged 44
		SP:Iteration 27Q (18236.240000 sec): 3 clusters
  Score: Raw -1498886.607837 + Penalty 3071.450305 = -1495815.157533
  nChanged 38
		SP:Iteration 28Q (18236.260000 sec): 3 clusters
  Score: Raw -1498913.145778 + Penalty 3071.450305 = -1495841.695473
  nChanged 22
		SP:Iteration 29Q (18236.290000 sec): 3 clusters
  Score: Raw -1498926.935098 + Penalty 3071.450305 = -1495855.484793
  nChanged 13
		SP:Iteration 30Q (18236.320000 sec): 3 clusters
  Score: Raw -1498936.797549 + Penalty 3071.450305 = -1495865.347244
  nChanged 14
		SP:Iteration 31Q (18236.340000 sec): 3 clusters
  Score: Raw -1498945.368942 + Penalty 3071.450305 = -1495873.918638
  nChanged 12
		SP:Iteration 32Q (18236.360000 sec): 3 clusters
  Score: Raw -1498950.255536 + Penalty 3071.450305 = -1495878.805231
  nChanged 6
		SP:Iteration 33Q (18236.390000 sec): 3 clusters
  Score: Raw -1498952.971781 + Penalty 3071.450305 = -1495881.521476
  nChanged 3
		SP:Iteration 34Q (18236.420000 sec): 3 clusters
  Score: Raw -1498954.272081 + Penalty 3071.450305 = -1495882.821776
  nChanged 1
		SP:Iteration 35Q (18236.440000 sec): 3 clusters
  Score: Raw -1498954.969358 + Penalty 3071.450305 = -1495883.519053
  nChanged 2
		SP:Iteration 36Q (18236.460000 sec): 3 clusters
  Score: Raw -1498956.206824 + Penalty 3071.450305 = -1495884.756519
  nChanged 1
		SP:Iteration 37Q (18236.490000 sec): 3 clusters
  Score: Raw -1498956.631039 + Penalty 3071.450305 = -1495885.180735
  nChanged 1
		SP:Iteration 38Q (18236.520000 sec): 3 clusters
  Score: Raw -1498956.852116 + Penalty 3071.450305 = -1495885.401811
  nChanged 0
		SP:Iteration 39F (18236.540000 sec): 3 clusters
  Score: Raw -1498956.852116 + Penalty 3071.450305 = -1495885.401811
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (97065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18236.810000 sec): 2 clusters
  Score: Raw -11331389.962786 + Penalty 1866.009622 = -11329523.953163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18237.060000 sec): 3 clusters
  Score: Raw -11268038.441583 + Penalty 3732.019244 = -11264306.422338
  nChanged 46631
		SP:Iteration 1F (18237.300000 sec): 3 clusters
  Score: Raw -11295448.095453 + Penalty 3732.019244 = -11291716.076208
  nChanged 3515
		SP:Iteration 2Q (18237.550000 sec): 3 clusters
  Score: Raw -11296619.567390 + Penalty 3732.019244 = -11292887.548146
  nChanged 3919
		SP:Iteration 3Q (18237.800000 sec): 3 clusters
  Score: Raw -11298244.585783 + Penalty 3732.019244 = -11294512.566538
  nChanged 4640
		SP:Iteration 4Q (18238.050000 sec): 3 clusters
  Score: Raw -11300428.533017 + Penalty 3732.019244 = -11296696.513773
  nChanged 5137
		SP:Iteration 5F (18238.300000 sec): 3 clusters
  Score: Raw -11303244.323470 + Penalty 3732.019244 = -11299512.304226
  nChanged 5627
		SP:Iteration 6F (18238.540000 sec): 3 clusters
  Score: Raw -11306661.441706 + Penalty 3732.019244 = -11302929.422462
  nChanged 5886
		SP:Iteration 7F (18238.780000 sec): 3 clusters
  Score: Raw -11310490.852599 + Penalty 3732.019244 = -11306758.833355
  nChanged 5781
		SP:Iteration 8F (18239.030000 sec): 3 clusters
  Score: Raw -11314462.248733 + Penalty 3732.019244 = -11310730.229489
  nChanged 5576
		SP:Iteration 9F (18239.270000 sec): 3 clusters
  Score: Raw -11318435.549979 + Penalty 3732.019244 = -11314703.530735
  nChanged 5061
		SP:Iteration 10F (18239.520000 sec): 3 clusters
  Score: Raw -11321969.847053 + Penalty 3732.019244 = -11318237.827809
  nChanged 4303
		SP:Iteration 11Q (18239.750000 sec): 3 clusters
  Score: Raw -11324868.972589 + Penalty 3732.019244 = -11321136.953345
  nChanged 3618
		SP:Iteration 12Q (18239.980000 sec): 3 clusters
  Score: Raw -11327136.846946 + Penalty 3732.019244 = -11323404.827702
  nChanged 2949
		SP:Iteration 13Q (18240.200000 sec): 3 clusters
  Score: Raw -11328906.717527 + Penalty 3732.019244 = -11325174.698283
  nChanged 2182
		SP:Iteration 14Q (18240.420000 sec): 3 clusters
  Score: Raw -11330169.669072 + Penalty 3732.019244 = -11326437.649827
  nChanged 1578
		SP:Iteration 15Q (18240.620000 sec): 3 clusters
  Score: Raw -11331059.906886 + Penalty 3732.019244 = -11327327.887642
  nChanged 1138
		SP:Iteration 16Q (18240.820000 sec): 3 clusters
  Score: Raw -11331670.428798 + Penalty 3732.019244 = -11327938.409554
  nChanged 821
		SP:Iteration 17Q (18241.020000 sec): 3 clusters
  Score: Raw -11332085.473704 + Penalty 3732.019244 = -11328353.454460
  nChanged 585
		SP:Iteration 18Q (18241.200000 sec): 3 clusters
  Score: Raw -11332366.447277 + Penalty 3732.019244 = -11328634.428033
  nChanged 451
		SP:Iteration 19Q (18241.390000 sec): 3 clusters
  Score: Raw -11332557.943863 + Penalty 3732.019244 = -11328825.924619
  nChanged 349
		SP:Iteration 20F (18241.640000 sec): 3 clusters
  Score: Raw -11332704.898559 + Penalty 3732.019244 = -11328972.879314
  nChanged 254
		SP:Iteration 21Q (18241.810000 sec): 3 clusters
  Score: Raw -11332807.870493 + Penalty 3732.019244 = -11329075.851248
  nChanged 208
		SP:Iteration 22Q (18241.990000 sec): 3 clusters
  Score: Raw -11332888.242312 + Penalty 3732.019244 = -11329156.223068
  nChanged 176
		SP:Iteration 23Q (18242.170000 sec): 3 clusters
  Score: Raw -11332957.072412 + Penalty 3732.019244 = -11329225.053168
  nChanged 141
		SP:Iteration 24Q (18242.340000 sec): 3 clusters
  Score: Raw -11333000.166410 + Penalty 3732.019244 = -11329268.147166
  nChanged 104
		SP:Iteration 25Q (18242.520000 sec): 3 clusters
  Score: Raw -11333027.362681 + Penalty 3732.019244 = -11329295.343436
  nChanged 76
		SP:Iteration 26Q (18242.690000 sec): 3 clusters
  Score: Raw -11333046.187742 + Penalty 3732.019244 = -11329314.168498
  nChanged 59
		SP:Iteration 27Q (18242.870000 sec): 3 clusters
  Score: Raw -11333060.847438 + Penalty 3732.019244 = -11329328.828194
  nChanged 63
		SP:Iteration 28Q (18243.040000 sec): 3 clusters
  Score: Raw -11333076.256205 + Penalty 3732.019244 = -11329344.236961
  nChanged 54
		SP:Iteration 29Q (18243.220000 sec): 3 clusters
  Score: Raw -11333090.284044 + Penalty 3732.019244 = -11329358.264799
  nChanged 41
		SP:Iteration 30Q (18243.390000 sec): 3 clusters
  Score: Raw -11333097.764420 + Penalty 3732.019244 = -11329365.745176
  nChanged 22
		SP:Iteration 31Q (18243.570000 sec): 3 clusters
  Score: Raw -11333101.357871 + Penalty 3732.019244 = -11329369.338626
  nChanged 18
		SP:Iteration 32Q (18243.740000 sec): 3 clusters
  Score: Raw -11333103.631987 + Penalty 3732.019244 = -11329371.612743
  nChanged 11
		SP:Iteration 33Q (18243.920000 sec): 3 clusters
  Score: Raw -11333104.830888 + Penalty 3732.019244 = -11329372.811644
  nChanged 5
		SP:Iteration 34Q (18244.090000 sec): 3 clusters
  Score: Raw -11333105.527205 + Penalty 3732.019244 = -11329373.507960
  nChanged 9
		SP:Iteration 35Q (18244.260000 sec): 3 clusters
  Score: Raw -11333106.866569 + Penalty 3732.019244 = -11329374.847324
  nChanged 13
		SP:Iteration 36Q (18244.440000 sec): 3 clusters
  Score: Raw -11333108.375404 + Penalty 3732.019244 = -11329376.356160
  nChanged 12
		SP:Iteration 37Q (18244.610000 sec): 3 clusters
  Score: Raw -11333110.160771 + Penalty 3732.019244 = -11329378.141527
  nChanged 15
		SP:Iteration 38Q (18244.780000 sec): 3 clusters
  Score: Raw -11333112.517412 + Penalty 3732.019244 = -11329380.498168
  nChanged 10
		SP:Iteration 39Q (18244.950000 sec): 3 clusters
  Score: Raw -11333114.403262 + Penalty 3732.019244 = -11329382.384018
  nChanged 9
		SP:Iteration 40F (18245.190000 sec): 3 clusters
  Score: Raw -11333116.263651 + Penalty 3732.019244 = -11329384.244407
  nChanged 8
		SP:Iteration 41Q (18245.360000 sec): 3 clusters
  Score: Raw -11333117.497342 + Penalty 3732.019244 = -11329385.478098
  nChanged 8
		SP:Iteration 42Q (18245.540000 sec): 3 clusters
  Score: Raw -11333118.415033 + Penalty 3732.019244 = -11329386.395789
  nChanged 5
		SP:Iteration 43Q (18245.710000 sec): 3 clusters
  Score: Raw -11333118.880507 + Penalty 3732.019244 = -11329386.861263
  nChanged 1
		SP:Iteration 44Q (18245.880000 sec): 3 clusters
  Score: Raw -11333118.984540 + Penalty 3732.019244 = -11329386.965296
  nChanged 3
		SP:Iteration 45Q (18246.060000 sec): 3 clusters
  Score: Raw -11333119.227023 + Penalty 3732.019244 = -11329387.207779
  nChanged 4
		SP:Iteration 46Q (18246.230000 sec): 3 clusters
  Score: Raw -11333119.577847 + Penalty 3732.019244 = -11329387.558603
  nChanged 2
		SP:Iteration 47Q (18246.400000 sec): 3 clusters
  Score: Raw -11333119.751028 + Penalty 3732.019244 = -11329387.731784
  nChanged 3
		SP:Iteration 48Q (18246.570000 sec): 3 clusters
  Score: Raw -11333119.998816 + Penalty 3732.019244 = -11329387.979572
  nChanged 2
		SP:Iteration 49Q (18246.740000 sec): 3 clusters
  Score: Raw -11333120.283744 + Penalty 3732.019244 = -11329388.264500
  nChanged 4
		SP:Iteration 50Q (18246.920000 sec): 3 clusters
  Score: Raw -11333120.675907 + Penalty 3732.019244 = -11329388.656662
  nChanged 3
		SP:Iteration 51Q (18247.090000 sec): 3 clusters
  Score: Raw -11333121.041192 + Penalty 3732.019244 = -11329389.021948
  nChanged 5
		SP:Iteration 52Q (18247.260000 sec): 3 clusters
  Score: Raw -11333121.502667 + Penalty 3732.019244 = -11329389.483423
  nChanged 0
		SP:Iteration 53F (18247.500000 sec): 3 clusters
  Score: Raw -11333121.502667 + Penalty 3732.019244 = -11329389.483423
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18247.580000 sec): 2 clusters
  Score: Raw -2051078.758830 + Penalty 1588.921915 = -2049489.836915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18247.620000 sec): 3 clusters
  Score: Raw -2040738.589811 + Penalty 3177.843831 = -2037560.745981
  nChanged 7830
		SP:Iteration 1F (18247.670000 sec): 3 clusters
  Score: Raw -2045034.544437 + Penalty 3177.843831 = -2041856.700607
  nChanged 836
		SP:Iteration 2Q (18247.710000 sec): 3 clusters
  Score: Raw -2045342.866817 + Penalty 3177.843831 = -2042165.022986
  nChanged 819
		SP:Iteration 3Q (18247.760000 sec): 3 clusters
  Score: Raw -2045654.050170 + Penalty 3177.843831 = -2042476.206340
  nChanged 798
		SP:Iteration 4Q (18247.800000 sec): 3 clusters
  Score: Raw -2045977.548473 + Penalty 3177.843831 = -2042799.704642
  nChanged 770
		SP:Iteration 5Q (18247.840000 sec): 3 clusters
  Score: Raw -2046287.546103 + Penalty 3177.843831 = -2043109.702272
  nChanged 725
		SP:Iteration 6Q (18247.880000 sec): 3 clusters
  Score: Raw -2046564.217591 + Penalty 3177.843831 = -2043386.373761
  nChanged 663
		SP:Iteration 7Q (18247.930000 sec): 3 clusters
  Score: Raw -2046823.425959 + Penalty 3177.843831 = -2043645.582128
  nChanged 639
		SP:Iteration 8Q (18247.970000 sec): 3 clusters
  Score: Raw -2047078.703159 + Penalty 3177.843831 = -2043900.859329
  nChanged 623
		SP:Iteration 9Q (18248.010000 sec): 3 clusters
  Score: Raw -2047323.433342 + Penalty 3177.843831 = -2044145.589511
  nChanged 631
		SP:Iteration 10Q (18248.060000 sec): 3 clusters
  Score: Raw -2047556.753210 + Penalty 3177.843831 = -2044378.909379
  nChanged 546
		SP:Iteration 11Q (18248.100000 sec): 3 clusters
  Score: Raw -2047762.006115 + Penalty 3177.843831 = -2044584.162285
  nChanged 513
		SP:Iteration 12Q (18248.140000 sec): 3 clusters
  Score: Raw -2047930.434035 + Penalty 3177.843831 = -2044752.590204
  nChanged 449
		SP:Iteration 13Q (18248.180000 sec): 3 clusters
  Score: Raw -2048081.948087 + Penalty 3177.843831 = -2044904.104256
  nChanged 417
		SP:Iteration 14Q (18248.220000 sec): 3 clusters
  Score: Raw -2048230.550283 + Penalty 3177.843831 = -2045052.706453
  nChanged 413
		SP:Iteration 15Q (18248.270000 sec): 3 clusters
  Score: Raw -2048371.106101 + Penalty 3177.843831 = -2045193.262270
  nChanged 390
		SP:Iteration 16Q (18248.310000 sec): 3 clusters
  Score: Raw -2048517.928879 + Penalty 3177.843831 = -2045340.085049
  nChanged 407
		SP:Iteration 17Q (18248.350000 sec): 3 clusters
  Score: Raw -2048675.249422 + Penalty 3177.843831 = -2045497.405591
  nChanged 456
		SP:Iteration 18Q (18248.400000 sec): 3 clusters
  Score: Raw -2048860.019943 + Penalty 3177.843831 = -2045682.176112
  nChanged 505
		SP:Iteration 19Q (18248.440000 sec): 3 clusters
  Score: Raw -2049095.304390 + Penalty 3177.843831 = -2045917.460559
  nChanged 557
		SP:Iteration 20F (18248.480000 sec): 3 clusters
  Score: Raw -2049391.767080 + Penalty 3177.843831 = -2046213.923250
  nChanged 579
		SP:Iteration 21Q (18248.520000 sec): 3 clusters
  Score: Raw -2049733.552275 + Penalty 3177.843831 = -2046555.708445
  nChanged 595
		SP:Iteration 22Q (18248.560000 sec): 3 clusters
  Score: Raw -2050095.329455 + Penalty 3177.843831 = -2046917.485624
  nChanged 560
		SP:Iteration 23Q (18248.610000 sec): 3 clusters
  Score: Raw -2050442.420360 + Penalty 3177.843831 = -2047264.576529
  nChanged 463
		SP:Iteration 24Q (18248.650000 sec): 3 clusters
  Score: Raw -2050720.071944 + Penalty 3177.843831 = -2047542.228114
  nChanged 389
		SP:Iteration 25Q (18248.690000 sec): 3 clusters
  Score: Raw -2050965.601462 + Penalty 3177.843831 = -2047787.757632
  nChanged 309
		SP:Iteration 26Q (18248.730000 sec): 3 clusters
  Score: Raw -2051160.763392 + Penalty 3177.843831 = -2047982.919561
  nChanged 242
		SP:Iteration 27Q (18248.770000 sec): 3 clusters
  Score: Raw -2051322.879857 + Penalty 3177.843831 = -2048145.036026
  nChanged 168
		SP:Iteration 28Q (18248.810000 sec): 3 clusters
  Score: Raw -2051427.413003 + Penalty 3177.843831 = -2048249.569172
  nChanged 108
		SP:Iteration 29Q (18248.840000 sec): 3 clusters
  Score: Raw -2051487.068860 + Penalty 3177.843831 = -2048309.225029
  nChanged 67
		SP:Iteration 30Q (18248.880000 sec): 3 clusters
  Score: Raw -2051518.559002 + Penalty 3177.843831 = -2048340.715172
  nChanged 42
		SP:Iteration 31Q (18248.910000 sec): 3 clusters
  Score: Raw -2051534.400522 + Penalty 3177.843831 = -2048356.556691
  nChanged 32
		SP:Iteration 32Q (18248.950000 sec): 3 clusters
  Score: Raw -2051548.169357 + Penalty 3177.843831 = -2048370.325527
  nChanged 24
		SP:Iteration 33Q (18248.980000 sec): 3 clusters
  Score: Raw -2051558.126128 + Penalty 3177.843831 = -2048380.282297
  nChanged 15
		SP:Iteration 34Q (18249.020000 sec): 3 clusters
  Score: Raw -2051564.242994 + Penalty 3177.843831 = -2048386.399163
  nChanged 12
		SP:Iteration 35Q (18249.050000 sec): 3 clusters
  Score: Raw -2051568.262980 + Penalty 3177.843831 = -2048390.419149
  nChanged 11
		SP:Iteration 36Q (18249.090000 sec): 3 clusters
  Score: Raw -2051572.933635 + Penalty 3177.843831 = -2048395.089805
  nChanged 13
		SP:Iteration 37Q (18249.120000 sec): 3 clusters
  Score: Raw -2051578.851511 + Penalty 3177.843831 = -2048401.007681
  nChanged 9
		SP:Iteration 38Q (18249.160000 sec): 3 clusters
  Score: Raw -2051581.874082 + Penalty 3177.843831 = -2048404.030252
  nChanged 5
		SP:Iteration 39Q (18249.190000 sec): 3 clusters
  Score: Raw -2051583.794368 + Penalty 3177.843831 = -2048405.950538
  nChanged 7
		SP:Iteration 40F (18249.230000 sec): 3 clusters
  Score: Raw -2051585.873281 + Penalty 3177.843831 = -2048408.029450
  nChanged 4
		SP:Iteration 41Q (18249.260000 sec): 3 clusters
  Score: Raw -2051587.196154 + Penalty 3177.843831 = -2048409.352323
  nChanged 1
		SP:Iteration 42Q (18249.300000 sec): 3 clusters
  Score: Raw -2051587.444241 + Penalty 3177.843831 = -2048409.600411
  nChanged 0
		SP:Iteration 43F (18249.340000 sec): 3 clusters
  Score: Raw -2051587.444241 + Penalty 3177.843831 = -2048409.600411
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18249.370000 sec): 2 clusters
  Score: Raw -944558.456137 + Penalty 1461.976067 = -943096.480070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18249.390000 sec): 3 clusters
  Score: Raw -940163.810311 + Penalty 2923.952134 = -937239.858177
  nChanged 3409
		SP:Iteration 1F (18249.410000 sec): 3 clusters
  Score: Raw -941975.191080 + Penalty 2923.952134 = -939051.238946
  nChanged 513
		SP:Iteration 2F (18249.420000 sec): 3 clusters
  Score: Raw -942192.574594 + Penalty 2923.952134 = -939268.622461
  nChanged 389
		SP:Iteration 3Q (18249.440000 sec): 3 clusters
  Score: Raw -942355.402329 + Penalty 2923.952134 = -939431.450196
  nChanged 335
		SP:Iteration 4Q (18249.460000 sec): 3 clusters
  Score: Raw -942489.773824 + Penalty 2923.952134 = -939565.821691
  nChanged 298
		SP:Iteration 5Q (18249.480000 sec): 3 clusters
  Score: Raw -942608.235002 + Penalty 2923.952134 = -939684.282869
  nChanged 273
		SP:Iteration 6Q (18249.500000 sec): 3 clusters
  Score: Raw -942723.908258 + Penalty 2923.952134 = -939799.956124
  nChanged 275
		SP:Iteration 7Q (18249.520000 sec): 3 clusters
  Score: Raw -942833.100589 + Penalty 2923.952134 = -939909.148456
  nChanged 255
		SP:Iteration 8Q (18249.540000 sec): 3 clusters
  Score: Raw -942938.235127 + Penalty 2923.952134 = -940014.282993
  nChanged 255
		SP:Iteration 9Q (18249.560000 sec): 3 clusters
  Score: Raw -943052.682816 + Penalty 2923.952134 = -940128.730682
  nChanged 283
		SP:Iteration 10Q (18249.580000 sec): 3 clusters
  Score: Raw -943195.430778 + Penalty 2923.952134 = -940271.478645
  nChanged 315
		SP:Iteration 11Q (18249.600000 sec): 3 clusters
  Score: Raw -943382.936502 + Penalty 2923.952134 = -940458.984368
  nChanged 313
		SP:Iteration 12Q (18249.620000 sec): 3 clusters
  Score: Raw -943598.428391 + Penalty 2923.952134 = -940674.476258
  nChanged 326
		SP:Iteration 13Q (18249.640000 sec): 3 clusters
  Score: Raw -943836.584903 + Penalty 2923.952134 = -940912.632770
  nChanged 284
		SP:Iteration 14Q (18249.660000 sec): 3 clusters
  Score: Raw -944055.230895 + Penalty 2923.952134 = -941131.278761
  nChanged 239
		SP:Iteration 15Q (18249.680000 sec): 3 clusters
  Score: Raw -944227.073414 + Penalty 2923.952134 = -941303.121281
  nChanged 179
		SP:Iteration 16Q (18249.700000 sec): 3 clusters
  Score: Raw -944358.710392 + Penalty 2923.952134 = -941434.758259
  nChanged 119
		SP:Iteration 17Q (18249.720000 sec): 3 clusters
  Score: Raw -944462.084411 + Penalty 2923.952134 = -941538.132278
  nChanged 76
		SP:Iteration 18Q (18249.730000 sec): 3 clusters
  Score: Raw -944527.906400 + Penalty 2923.952134 = -941603.954266
  nChanged 56
		SP:Iteration 19Q (18249.750000 sec): 3 clusters
  Score: Raw -944578.088216 + Penalty 2923.952134 = -941654.136082
  nChanged 42
		SP:Iteration 20F (18249.770000 sec): 3 clusters
  Score: Raw -944614.958741 + Penalty 2923.952134 = -941691.006607
  nChanged 29
		SP:Iteration 21Q (18249.780000 sec): 3 clusters
  Score: Raw -944645.611509 + Penalty 2923.952134 = -941721.659376
  nChanged 25
		SP:Iteration 22Q (18249.800000 sec): 3 clusters
  Score: Raw -944671.172497 + Penalty 2923.952134 = -941747.220364
  nChanged 15
		SP:Iteration 23Q (18249.820000 sec): 3 clusters
  Score: Raw -944688.309636 + Penalty 2923.952134 = -941764.357503
  nChanged 14
		SP:Iteration 24Q (18249.830000 sec): 3 clusters
  Score: Raw -944697.367107 + Penalty 2923.952134 = -941773.414974
  nChanged 6
		SP:Iteration 25Q (18249.850000 sec): 3 clusters
  Score: Raw -944701.667902 + Penalty 2923.952134 = -941777.715769
  nChanged 3
		SP:Iteration 26Q (18249.860000 sec): 3 clusters
  Score: Raw -944703.783731 + Penalty 2923.952134 = -941779.831597
  nChanged 1
		SP:Iteration 27Q (18249.880000 sec): 3 clusters
  Score: Raw -944704.706275 + Penalty 2923.952134 = -941780.754141
  nChanged 2
		SP:Iteration 28Q (18249.890000 sec): 3 clusters
  Score: Raw -944707.148690 + Penalty 2923.952134 = -941783.196557
  nChanged 3
		SP:Iteration 29Q (18249.910000 sec): 3 clusters
  Score: Raw -944710.561154 + Penalty 2923.952134 = -941786.609021
  nChanged 3
		SP:Iteration 30Q (18249.920000 sec): 3 clusters
  Score: Raw -944713.717155 + Penalty 2923.952134 = -941789.765022
  nChanged 4
		SP:Iteration 31Q (18249.940000 sec): 3 clusters
  Score: Raw -944717.364309 + Penalty 2923.952134 = -941793.412176
  nChanged 0
		SP:Iteration 32F (18249.960000 sec): 3 clusters
  Score: Raw -944717.364309 + Penalty 2923.952134 = -941793.412176
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18249.980000 sec): 2 clusters
  Score: Raw -1136043.595049 + Penalty 1490.249734 = -1134553.345315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18250.010000 sec): 3 clusters
  Score: Raw -1130664.557476 + Penalty 2980.499469 = -1127684.058007
  nChanged 4089
		SP:Iteration 1F (18250.030000 sec): 3 clusters
  Score: Raw -1132904.802647 + Penalty 2980.499469 = -1129924.303178
  nChanged 692
		SP:Iteration 2F (18250.060000 sec): 3 clusters
  Score: Raw -1133335.128575 + Penalty 2980.499469 = -1130354.629106
  nChanged 690
		SP:Iteration 3F (18250.080000 sec): 3 clusters
  Score: Raw -1133803.930250 + Penalty 2980.499469 = -1130823.430781
  nChanged 671
		SP:Iteration 4F (18250.100000 sec): 3 clusters
  Score: Raw -1134251.097361 + Penalty 2980.499469 = -1131270.597892
  nChanged 556
		SP:Iteration 5F (18250.120000 sec): 3 clusters
  Score: Raw -1134605.289739 + Penalty 2980.499469 = -1131624.790270
  nChanged 494
		SP:Iteration 6F (18250.140000 sec): 3 clusters
  Score: Raw -1134918.179085 + Penalty 2980.499469 = -1131937.679616
  nChanged 462
		SP:Iteration 7Q (18250.170000 sec): 3 clusters
  Score: Raw -1135226.897162 + Penalty 2980.499469 = -1132246.397694
  nChanged 405
		SP:Iteration 8Q (18250.190000 sec): 3 clusters
  Score: Raw -1135482.571419 + Penalty 2980.499469 = -1132502.071950
  nChanged 292
		SP:Iteration 9Q (18250.210000 sec): 3 clusters
  Score: Raw -1135659.713594 + Penalty 2980.499469 = -1132679.214125
  nChanged 237
		SP:Iteration 10Q (18250.240000 sec): 3 clusters
  Score: Raw -1135804.572744 + Penalty 2980.499469 = -1132824.073275
  nChanged 211
		SP:Iteration 11Q (18250.260000 sec): 3 clusters
  Score: Raw -1135937.994789 + Penalty 2980.499469 = -1132957.495320
  nChanged 166
		SP:Iteration 12Q (18250.280000 sec): 3 clusters
  Score: Raw -1136041.225879 + Penalty 2980.499469 = -1133060.726410
  nChanged 131
		SP:Iteration 13Q (18250.300000 sec): 3 clusters
  Score: Raw -1136111.760128 + Penalty 2980.499469 = -1133131.260659
  nChanged 110
		SP:Iteration 14Q (18250.320000 sec): 3 clusters
  Score: Raw -1136167.369271 + Penalty 2980.499469 = -1133186.869802
  nChanged 94
		SP:Iteration 15Q (18250.340000 sec): 3 clusters
  Score: Raw -1136209.228477 + Penalty 2980.499469 = -1133228.729008
  nChanged 76
		SP:Iteration 16Q (18250.360000 sec): 3 clusters
  Score: Raw -1136247.396014 + Penalty 2980.499469 = -1133266.896545
  nChanged 64
		SP:Iteration 17Q (18250.380000 sec): 3 clusters
  Score: Raw -1136278.526641 + Penalty 2980.499469 = -1133298.027172
  nChanged 57
		SP:Iteration 18Q (18250.400000 sec): 3 clusters
  Score: Raw -1136304.907987 + Penalty 2980.499469 = -1133324.408518
  nChanged 49
		SP:Iteration 19Q (18250.420000 sec): 3 clusters
  Score: Raw -1136325.380104 + Penalty 2980.499469 = -1133344.880635
  nChanged 38
		SP:Iteration 20F (18250.440000 sec): 3 clusters
  Score: Raw -1136340.270367 + Penalty 2980.499469 = -1133359.770898
  nChanged 31
		SP:Iteration 21Q (18250.460000 sec): 3 clusters
  Score: Raw -1136350.311387 + Penalty 2980.499469 = -1133369.811918
  nChanged 23
		SP:Iteration 22Q (18250.480000 sec): 3 clusters
  Score: Raw -1136359.453810 + Penalty 2980.499469 = -1133378.954341
  nChanged 23
		SP:Iteration 23Q (18250.500000 sec): 3 clusters
  Score: Raw -1136369.963249 + Penalty 2980.499469 = -1133389.463780
  nChanged 26
		SP:Iteration 24Q (18250.520000 sec): 3 clusters
  Score: Raw -1136381.070559 + Penalty 2980.499469 = -1133400.571090
  nChanged 19
		SP:Iteration 25Q (18250.530000 sec): 3 clusters
  Score: Raw -1136388.350758 + Penalty 2980.499469 = -1133407.851289
  nChanged 14
		SP:Iteration 26Q (18250.550000 sec): 3 clusters
  Score: Raw -1136396.595552 + Penalty 2980.499469 = -1133416.096083
  nChanged 6
		SP:Iteration 27Q (18250.570000 sec): 3 clusters
  Score: Raw -1136398.599950 + Penalty 2980.499469 = -1133418.100481
  nChanged 4
		SP:Iteration 28Q (18250.590000 sec): 3 clusters
  Score: Raw -1136399.749616 + Penalty 2980.499469 = -1133419.250147
  nChanged 1
		SP:Iteration 29Q (18250.610000 sec): 3 clusters
  Score: Raw -1136400.165166 + Penalty 2980.499469 = -1133419.665697
  nChanged 4
		SP:Iteration 30Q (18250.630000 sec): 3 clusters
  Score: Raw -1136401.401511 + Penalty 2980.499469 = -1133420.902042
  nChanged 7
		SP:Iteration 31Q (18250.640000 sec): 3 clusters
  Score: Raw -1136403.695610 + Penalty 2980.499469 = -1133423.196141
  nChanged 5
		SP:Iteration 32Q (18250.660000 sec): 3 clusters
  Score: Raw -1136405.045462 + Penalty 2980.499469 = -1133424.545993
  nChanged 7
		SP:Iteration 33Q (18250.680000 sec): 3 clusters
  Score: Raw -1136408.385267 + Penalty 2980.499469 = -1133427.885798
  nChanged 6
		SP:Iteration 34Q (18250.700000 sec): 3 clusters
  Score: Raw -1136412.499165 + Penalty 2980.499469 = -1133431.999696
  nChanged 6
		SP:Iteration 35Q (18250.720000 sec): 3 clusters
  Score: Raw -1136414.982401 + Penalty 2980.499469 = -1133434.482932
  nChanged 6
		SP:Iteration 36Q (18250.740000 sec): 3 clusters
  Score: Raw -1136416.897037 + Penalty 2980.499469 = -1133436.397568
  nChanged 6
		SP:Iteration 37Q (18250.760000 sec): 3 clusters
  Score: Raw -1136419.545630 + Penalty 2980.499469 = -1133439.046161
  nChanged 10
		SP:Iteration 38Q (18250.780000 sec): 3 clusters
  Score: Raw -1136422.138110 + Penalty 2980.499469 = -1133441.638641
  nChanged 5
		SP:Iteration 39Q (18250.790000 sec): 3 clusters
  Score: Raw -1136423.412098 + Penalty 2980.499469 = -1133442.912629
  nChanged 4
		SP:Iteration 40F (18250.820000 sec): 3 clusters
  Score: Raw -1136424.005716 + Penalty 2980.499469 = -1133443.506247
  nChanged 3
		SP:Iteration 41Q (18250.830000 sec): 3 clusters
  Score: Raw -1136424.764496 + Penalty 2980.499469 = -1133444.265027
  nChanged 2
		SP:Iteration 42Q (18250.850000 sec): 3 clusters
  Score: Raw -1136425.192353 + Penalty 2980.499469 = -1133444.692884
  nChanged 0
		SP:Iteration 43F (18250.880000 sec): 3 clusters
  Score: Raw -1136425.192353 + Penalty 2980.499469 = -1133444.692884
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18250.900000 sec): 2 clusters
  Score: Raw -794203.310197 + Penalty 1435.579758 = -792767.730439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18250.910000 sec): 3 clusters
  Score: Raw -790502.339119 + Penalty 2871.159517 = -787631.179602
  nChanged 2841
		SP:Iteration 1F (18250.930000 sec): 3 clusters
  Score: Raw -791959.840491 + Penalty 2871.159517 = -789088.680974
  nChanged 462
		SP:Iteration 2F (18250.940000 sec): 3 clusters
  Score: Raw -792179.201277 + Penalty 2871.159517 = -789308.041760
  nChanged 352
		SP:Iteration 3F (18250.960000 sec): 3 clusters
  Score: Raw -792364.723787 + Penalty 2871.159517 = -789493.564271
  nChanged 327
		SP:Iteration 4Q (18250.980000 sec): 3 clusters
  Score: Raw -792529.814765 + Penalty 2871.159517 = -789658.655248
  nChanged 318
		SP:Iteration 5Q (18250.990000 sec): 3 clusters
  Score: Raw -792691.867331 + Penalty 2871.159517 = -789820.707815
  nChanged 325
		SP:Iteration 6Q (18251.010000 sec): 3 clusters
  Score: Raw -792874.073244 + Penalty 2871.159517 = -790002.913727
  nChanged 320
		SP:Iteration 7Q (18251.030000 sec): 3 clusters
  Score: Raw -793048.411857 + Penalty 2871.159517 = -790177.252341
  nChanged 295
		SP:Iteration 8Q (18251.040000 sec): 3 clusters
  Score: Raw -793209.496304 + Penalty 2871.159517 = -790338.336788
  nChanged 288
		SP:Iteration 9Q (18251.060000 sec): 3 clusters
  Score: Raw -793401.967729 + Penalty 2871.159517 = -790530.808212
  nChanged 285
		SP:Iteration 10Q (18251.080000 sec): 3 clusters
  Score: Raw -793616.434878 + Penalty 2871.159517 = -790745.275361
  nChanged 253
		SP:Iteration 11Q (18251.090000 sec): 3 clusters
  Score: Raw -793819.802394 + Penalty 2871.159517 = -790948.642877
  nChanged 219
		SP:Iteration 12Q (18251.110000 sec): 3 clusters
  Score: Raw -793998.493356 + Penalty 2871.159517 = -791127.333840
  nChanged 181
		SP:Iteration 13Q (18251.120000 sec): 3 clusters
  Score: Raw -794149.375422 + Penalty 2871.159517 = -791278.215905
  nChanged 144
		SP:Iteration 14Q (18251.140000 sec): 3 clusters
  Score: Raw -794261.482994 + Penalty 2871.159517 = -791390.323477
  nChanged 116
		SP:Iteration 15Q (18251.160000 sec): 3 clusters
  Score: Raw -794347.238940 + Penalty 2871.159517 = -791476.079423
  nChanged 79
		SP:Iteration 16Q (18251.170000 sec): 3 clusters
  Score: Raw -794399.044960 + Penalty 2871.159517 = -791527.885444
  nChanged 69
		SP:Iteration 17Q (18251.190000 sec): 3 clusters
  Score: Raw -794449.470077 + Penalty 2871.159517 = -791578.310561
  nChanged 56
		SP:Iteration 18Q (18251.200000 sec): 3 clusters
  Score: Raw -794492.155926 + Penalty 2871.159517 = -791620.996409
  nChanged 43
		SP:Iteration 19Q (18251.220000 sec): 3 clusters
  Score: Raw -794526.122511 + Penalty 2871.159517 = -791654.962994
  nChanged 33
		SP:Iteration 20F (18251.230000 sec): 3 clusters
  Score: Raw -794552.370297 + Penalty 2871.159517 = -791681.210780
  nChanged 33
		SP:Iteration 21Q (18251.250000 sec): 3 clusters
  Score: Raw -794579.236600 + Penalty 2871.159517 = -791708.077083
  nChanged 19
		SP:Iteration 22Q (18251.260000 sec): 3 clusters
  Score: Raw -794593.918301 + Penalty 2871.159517 = -791722.758784
  nChanged 24
		SP:Iteration 23Q (18251.270000 sec): 3 clusters
  Score: Raw -794604.672283 + Penalty 2871.159517 = -791733.512766
  nChanged 15
		SP:Iteration 24Q (18251.290000 sec): 3 clusters
  Score: Raw -794611.340044 + Penalty 2871.159517 = -791740.180528
  nChanged 14
		SP:Iteration 25Q (18251.300000 sec): 3 clusters
  Score: Raw -794618.494123 + Penalty 2871.159517 = -791747.334606
  nChanged 10
		SP:Iteration 26Q (18251.320000 sec): 3 clusters
  Score: Raw -794622.168858 + Penalty 2871.159517 = -791751.009341
  nChanged 11
		SP:Iteration 27Q (18251.330000 sec): 3 clusters
  Score: Raw -794628.088661 + Penalty 2871.159517 = -791756.929145
  nChanged 11
		SP:Iteration 28Q (18251.340000 sec): 3 clusters
  Score: Raw -794631.615223 + Penalty 2871.159517 = -791760.455706
  nChanged 6
		SP:Iteration 29Q (18251.360000 sec): 3 clusters
  Score: Raw -794634.177782 + Penalty 2871.159517 = -791763.018265
  nChanged 2
		SP:Iteration 30Q (18251.370000 sec): 3 clusters
  Score: Raw -794634.824053 + Penalty 2871.159517 = -791763.664536
  nChanged 3
		SP:Iteration 31Q (18251.380000 sec): 3 clusters
  Score: Raw -794635.890319 + Penalty 2871.159517 = -791764.730802
  nChanged 2
		SP:Iteration 32Q (18251.400000 sec): 3 clusters
  Score: Raw -794636.678360 + Penalty 2871.159517 = -791765.518844
  nChanged 1
		SP:Iteration 33Q (18251.410000 sec): 3 clusters
  Score: Raw -794636.803945 + Penalty 2871.159517 = -791765.644429
  nChanged 2
		SP:Iteration 34Q (18251.420000 sec): 3 clusters
  Score: Raw -794637.119161 + Penalty 2871.159517 = -791765.959644
  nChanged 1
		SP:Iteration 35Q (18251.430000 sec): 3 clusters
  Score: Raw -794637.466685 + Penalty 2871.159517 = -791766.307169
  nChanged 0
		SP:Iteration 36F (18251.450000 sec): 3 clusters
  Score: Raw -794637.466685 + Penalty 2871.159517 = -791766.307169
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18251.460000 sec): 2 clusters
  Score: Raw -12016.309195 + Penalty 775.236251 = -11241.072943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18251.460000 sec): 3 clusters
  Score: Raw -12332.253025 + Penalty 1550.472503 = -10781.780522
  nChanged 13
		SP:Iteration 1F (18251.460000 sec): 3 clusters
  Score: Raw -12414.411510 + Penalty 1550.472503 = -10863.939007
  nChanged 1
		SP:Iteration 2Q (18251.460000 sec): 3 clusters
  Score: Raw -12419.193016 + Penalty 1550.472503 = -10868.720513
  nChanged 0
		SP:Iteration 3F (18251.460000 sec): 3 clusters
  Score: Raw -12419.193016 + Penalty 1550.472503 = -10868.720513
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (12837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18251.500000 sec): 2 clusters
  Score: Raw -1516113.334800 + Penalty 1537.264122 = -1514576.070678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18251.530000 sec): 3 clusters
  Score: Raw -1508672.708284 + Penalty 3074.528244 = -1505598.180039
  nChanged 5675
		SP:Iteration 1F (18251.560000 sec): 3 clusters
  Score: Raw -1511647.639951 + Penalty 3074.528244 = -1508573.111707
  nChanged 612
		SP:Iteration 2Q (18251.590000 sec): 3 clusters
  Score: Raw -1511838.595101 + Penalty 3074.528244 = -1508764.066857
  nChanged 500
		SP:Iteration 3Q (18251.620000 sec): 3 clusters
  Score: Raw -1511993.353820 + Penalty 3074.528244 = -1508918.825576
  nChanged 421
		SP:Iteration 4Q (18251.650000 sec): 3 clusters
  Score: Raw -1512121.818855 + Penalty 3074.528244 = -1509047.290611
  nChanged 409
		SP:Iteration 5Q (18251.680000 sec): 3 clusters
  Score: Raw -1512252.245466 + Penalty 3074.528244 = -1509177.717222
  nChanged 358
		SP:Iteration 6Q (18251.720000 sec): 3 clusters
  Score: Raw -1512361.792956 + Penalty 3074.528244 = -1509287.264712
  nChanged 368
		SP:Iteration 7Q (18251.750000 sec): 3 clusters
  Score: Raw -1512501.870874 + Penalty 3074.528244 = -1509427.342629
  nChanged 422
		SP:Iteration 8Q (18251.780000 sec): 3 clusters
  Score: Raw -1512671.202386 + Penalty 3074.528244 = -1509596.674141
  nChanged 452
		SP:Iteration 9Q (18251.810000 sec): 3 clusters
  Score: Raw -1512864.205325 + Penalty 3074.528244 = -1509789.677081
  nChanged 476
		SP:Iteration 10Q (18251.840000 sec): 3 clusters
  Score: Raw -1513109.769689 + Penalty 3074.528244 = -1510035.241445
  nChanged 545
		SP:Iteration 11Q (18251.870000 sec): 3 clusters
  Score: Raw -1513378.549224 + Penalty 3074.528244 = -1510304.020980
  nChanged 546
		SP:Iteration 12Q (18251.900000 sec): 3 clusters
  Score: Raw -1513644.580404 + Penalty 3074.528244 = -1510570.052160
  nChanged 547
		SP:Iteration 13Q (18251.930000 sec): 3 clusters
  Score: Raw -1513952.562769 + Penalty 3074.528244 = -1510878.034525
  nChanged 540
		SP:Iteration 14Q (18251.960000 sec): 3 clusters
  Score: Raw -1514288.295758 + Penalty 3074.528244 = -1511213.767514
  nChanged 469
		SP:Iteration 15Q (18251.990000 sec): 3 clusters
  Score: Raw -1514550.169110 + Penalty 3074.528244 = -1511475.640866
  nChanged 386
		SP:Iteration 16Q (18252.020000 sec): 3 clusters
  Score: Raw -1514756.127377 + Penalty 3074.528244 = -1511681.599132
  nChanged 364
		SP:Iteration 17Q (18252.050000 sec): 3 clusters
  Score: Raw -1514917.393943 + Penalty 3074.528244 = -1511842.865699
  nChanged 305
		SP:Iteration 18Q (18252.080000 sec): 3 clusters
  Score: Raw -1515045.770649 + Penalty 3074.528244 = -1511971.242405
  nChanged 248
		SP:Iteration 19Q (18252.110000 sec): 3 clusters
  Score: Raw -1515131.793180 + Penalty 3074.528244 = -1512057.264936
  nChanged 186
		SP:Iteration 20F (18252.130000 sec): 3 clusters
  Score: Raw -1515202.785970 + Penalty 3074.528244 = -1512128.257726
  nChanged 182
		SP:Iteration 21Q (18252.160000 sec): 3 clusters
  Score: Raw -1515273.562740 + Penalty 3074.528244 = -1512199.034496
  nChanged 165
		SP:Iteration 22Q (18252.190000 sec): 3 clusters
  Score: Raw -1515331.794631 + Penalty 3074.528244 = -1512257.266387
  nChanged 138
		SP:Iteration 23Q (18252.220000 sec): 3 clusters
  Score: Raw -1515378.332751 + Penalty 3074.528244 = -1512303.804507
  nChanged 133
		SP:Iteration 24Q (18252.250000 sec): 3 clusters
  Score: Raw -1515419.078712 + Penalty 3074.528244 = -1512344.550468
  nChanged 109
		SP:Iteration 25Q (18252.270000 sec): 3 clusters
  Score: Raw -1515447.114550 + Penalty 3074.528244 = -1512372.586306
  nChanged 114
		SP:Iteration 26Q (18252.300000 sec): 3 clusters
  Score: Raw -1515483.570967 + Penalty 3074.528244 = -1512409.042723
  nChanged 112
		SP:Iteration 27Q (18252.330000 sec): 3 clusters
  Score: Raw -1515521.259820 + Penalty 3074.528244 = -1512446.731576
  nChanged 102
		SP:Iteration 28Q (18252.360000 sec): 3 clusters
  Score: Raw -1515549.072086 + Penalty 3074.528244 = -1512474.543842
  nChanged 108
		SP:Iteration 29Q (18252.390000 sec): 3 clusters
  Score: Raw -1515581.723662 + Penalty 3074.528244 = -1512507.195418
  nChanged 108
		SP:Iteration 30Q (18252.410000 sec): 3 clusters
  Score: Raw -1515612.870703 + Penalty 3074.528244 = -1512538.342459
  nChanged 98
		SP:Iteration 31Q (18252.440000 sec): 3 clusters
  Score: Raw -1515642.499568 + Penalty 3074.528244 = -1512567.971324
  nChanged 101
		SP:Iteration 32Q (18252.470000 sec): 3 clusters
  Score: Raw -1515675.107847 + Penalty 3074.528244 = -1512600.579603
  nChanged 105
		SP:Iteration 33Q (18252.490000 sec): 3 clusters
  Score: Raw -1515705.395509 + Penalty 3074.528244 = -1512630.867264
  nChanged 94
		SP:Iteration 34Q (18252.520000 sec): 3 clusters
  Score: Raw -1515737.334135 + Penalty 3074.528244 = -1512662.805891
  nChanged 96
		SP:Iteration 35Q (18252.540000 sec): 3 clusters
  Score: Raw -1515771.498689 + Penalty 3074.528244 = -1512696.970445
  nChanged 99
		SP:Iteration 36Q (18252.570000 sec): 3 clusters
  Score: Raw -1515805.156787 + Penalty 3074.528244 = -1512730.628543
  nChanged 92
		SP:Iteration 37Q (18252.590000 sec): 3 clusters
  Score: Raw -1515838.842789 + Penalty 3074.528244 = -1512764.314545
  nChanged 110
		SP:Iteration 38Q (18252.620000 sec): 3 clusters
  Score: Raw -1515875.483146 + Penalty 3074.528244 = -1512800.954902
  nChanged 93
		SP:Iteration 39Q (18252.650000 sec): 3 clusters
  Score: Raw -1515906.539365 + Penalty 3074.528244 = -1512832.011121
  nChanged 85
		SP:Iteration 40F (18252.680000 sec): 3 clusters
  Score: Raw -1515932.069660 + Penalty 3074.528244 = -1512857.541416
  nChanged 79
		SP:Iteration 41Q (18252.700000 sec): 3 clusters
  Score: Raw -1515961.522513 + Penalty 3074.528244 = -1512886.994269
  nChanged 79
		SP:Iteration 42Q (18252.730000 sec): 3 clusters
  Score: Raw -1515987.043712 + Penalty 3074.528244 = -1512912.515468
  nChanged 69
		SP:Iteration 43Q (18252.750000 sec): 3 clusters
  Score: Raw -1516010.332769 + Penalty 3074.528244 = -1512935.804525
  nChanged 61
		SP:Iteration 44Q (18252.780000 sec): 3 clusters
  Score: Raw -1516029.253567 + Penalty 3074.528244 = -1512954.725323
  nChanged 53
		SP:Iteration 45Q (18252.800000 sec): 3 clusters
  Score: Raw -1516048.114070 + Penalty 3074.528244 = -1512973.585826
  nChanged 58
		SP:Iteration 46Q (18252.830000 sec): 3 clusters
  Score: Raw -1516067.194150 + Penalty 3074.528244 = -1512992.665905
  nChanged 51
		SP:Iteration 47Q (18252.850000 sec): 3 clusters
  Score: Raw -1516086.631886 + Penalty 3074.528244 = -1513012.103642
  nChanged 49
		SP:Iteration 48Q (18252.870000 sec): 3 clusters
  Score: Raw -1516107.298016 + Penalty 3074.528244 = -1513032.769772
  nChanged 50
		SP:Iteration 49Q (18252.900000 sec): 3 clusters
  Score: Raw -1516125.852035 + Penalty 3074.528244 = -1513051.323791
  nChanged 40
		SP:Iteration 50Q (18252.920000 sec): 3 clusters
  Score: Raw -1516136.576247 + Penalty 3074.528244 = -1513062.048003
  nChanged 27
		SP:Iteration 51Q (18252.950000 sec): 3 clusters
  Score: Raw -1516143.471284 + Penalty 3074.528244 = -1513068.943040
  nChanged 21
		SP:Iteration 52Q (18252.970000 sec): 3 clusters
  Score: Raw -1516147.744585 + Penalty 3074.528244 = -1513073.216341
  nChanged 18
		SP:Iteration 53Q (18252.990000 sec): 3 clusters
  Score: Raw -1516151.353801 + Penalty 3074.528244 = -1513076.825557
  nChanged 11
		SP:Iteration 54Q (18253.020000 sec): 3 clusters
  Score: Raw -1516153.230458 + Penalty 3074.528244 = -1513078.702214
  nChanged 8
		SP:Iteration 55Q (18253.040000 sec): 3 clusters
  Score: Raw -1516154.659564 + Penalty 3074.528244 = -1513080.131320
  nChanged 8
		SP:Iteration 56Q (18253.070000 sec): 3 clusters
  Score: Raw -1516156.312948 + Penalty 3074.528244 = -1513081.784704
  nChanged 13
		SP:Iteration 57Q (18253.090000 sec): 3 clusters
  Score: Raw -1516159.246189 + Penalty 3074.528244 = -1513084.717945
  nChanged 8
		SP:Iteration 58Q (18253.110000 sec): 3 clusters
  Score: Raw -1516160.947164 + Penalty 3074.528244 = -1513086.418920
  nChanged 10
		SP:Iteration 59Q (18253.140000 sec): 3 clusters
  Score: Raw -1516163.849233 + Penalty 3074.528244 = -1513089.320989
  nChanged 11
		SP:Iteration 60F (18253.170000 sec): 3 clusters
  Score: Raw -1516167.280058 + Penalty 3074.528244 = -1513092.751814
  nChanged 16
		SP:Iteration 61Q (18253.190000 sec): 3 clusters
  Score: Raw -1516171.449889 + Penalty 3074.528244 = -1513096.921645
  nChanged 17
		SP:Iteration 62Q (18253.210000 sec): 3 clusters
  Score: Raw -1516176.394691 + Penalty 3074.528244 = -1513101.866447
  nChanged 11
		SP:Iteration 63Q (18253.240000 sec): 3 clusters
  Score: Raw -1516179.367413 + Penalty 3074.528244 = -1513104.839169
  nChanged 7
		SP:Iteration 64Q (18253.260000 sec): 3 clusters
  Score: Raw -1516180.845816 + Penalty 3074.528244 = -1513106.317571
  nChanged 4
		SP:Iteration 65Q (18253.290000 sec): 3 clusters
  Score: Raw -1516182.039719 + Penalty 3074.528244 = -1513107.511475
  nChanged 4
		SP:Iteration 66Q (18253.310000 sec): 3 clusters
  Score: Raw -1516182.690050 + Penalty 3074.528244 = -1513108.161806
  nChanged 5
		SP:Iteration 67Q (18253.330000 sec): 3 clusters
  Score: Raw -1516183.944178 + Penalty 3074.528244 = -1513109.415934
  nChanged 5
		SP:Iteration 68Q (18253.350000 sec): 3 clusters
  Score: Raw -1516184.713687 + Penalty 3074.528244 = -1513110.185443
  nChanged 4
		SP:Iteration 69Q (18253.380000 sec): 3 clusters
  Score: Raw -1516185.820051 + Penalty 3074.528244 = -1513111.291807
  nChanged 8
		SP:Iteration 70Q (18253.400000 sec): 3 clusters
  Score: Raw -1516187.806343 + Penalty 3074.528244 = -1513113.278099
  nChanged 7
		SP:Iteration 71Q (18253.430000 sec): 3 clusters
  Score: Raw -1516189.610624 + Penalty 3074.528244 = -1513115.082380
  nChanged 9
		SP:Iteration 72Q (18253.450000 sec): 3 clusters
  Score: Raw -1516192.454160 + Penalty 3074.528244 = -1513117.925916
  nChanged 7
		SP:Iteration 73Q (18253.470000 sec): 3 clusters
  Score: Raw -1516194.376039 + Penalty 3074.528244 = -1513119.847795
  nChanged 7
		SP:Iteration 74Q (18253.500000 sec): 3 clusters
  Score: Raw -1516195.593600 + Penalty 3074.528244 = -1513121.065356
  nChanged 3
		SP:Iteration 75Q (18253.520000 sec): 3 clusters
  Score: Raw -1516196.183845 + Penalty 3074.528244 = -1513121.655601
  nChanged 3
		SP:Iteration 76Q (18253.540000 sec): 3 clusters
  Score: Raw -1516196.906140 + Penalty 3074.528244 = -1513122.377895
  nChanged 5
		SP:Iteration 77Q (18253.570000 sec): 3 clusters
  Score: Raw -1516197.932204 + Penalty 3074.528244 = -1513123.403960
  nChanged 4
		SP:Iteration 78Q (18253.590000 sec): 3 clusters
  Score: Raw -1516198.438817 + Penalty 3074.528244 = -1513123.910573
  nChanged 1
		SP:Iteration 79Q (18253.610000 sec): 3 clusters
  Score: Raw -1516198.663600 + Penalty 3074.528244 = -1513124.135356
  nChanged 3
		SP:Iteration 80F (18253.640000 sec): 3 clusters
  Score: Raw -1516199.042292 + Penalty 3074.528244 = -1513124.514048
  nChanged 1
		SP:Iteration 81Q (18253.670000 sec): 3 clusters
  Score: Raw -1516199.376055 + Penalty 3074.528244 = -1513124.847810
  nChanged 2
		SP:Iteration 82Q (18253.690000 sec): 3 clusters
  Score: Raw -1516199.639838 + Penalty 3074.528244 = -1513125.111594
  nChanged 1
		SP:Iteration 83Q (18253.710000 sec): 3 clusters
  Score: Raw -1516199.865177 + Penalty 3074.528244 = -1513125.336933
  nChanged 0
		SP:Iteration 84F (18253.740000 sec): 3 clusters
  Score: Raw -1516199.865177 + Penalty 3074.528244 = -1513125.336933
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18253.760000 sec): 2 clusters
  Score: Raw -451841.868281 + Penalty 1350.362486 = -450491.505795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18253.770000 sec): 3 clusters
  Score: Raw -449789.469978 + Penalty 2700.724972 = -447088.745006
  nChanged 1652
		SP:Iteration 1F (18253.780000 sec): 3 clusters
  Score: Raw -450715.716665 + Penalty 2700.724972 = -448014.991693
  nChanged 310
		SP:Iteration 2F (18253.790000 sec): 3 clusters
  Score: Raw -450888.087929 + Penalty 2700.724972 = -448187.362958
  nChanged 204
		SP:Iteration 3F (18253.800000 sec): 3 clusters
  Score: Raw -450992.374938 + Penalty 2700.724972 = -448291.649967
  nChanged 171
		SP:Iteration 4Q (18253.810000 sec): 3 clusters
  Score: Raw -451079.169897 + Penalty 2700.724972 = -448378.444926
  nChanged 139
		SP:Iteration 5Q (18253.820000 sec): 3 clusters
  Score: Raw -451157.614330 + Penalty 2700.724972 = -448456.889358
  nChanged 118
		SP:Iteration 6Q (18253.830000 sec): 3 clusters
  Score: Raw -451210.755556 + Penalty 2700.724972 = -448510.030585
  nChanged 105
		SP:Iteration 7Q (18253.840000 sec): 3 clusters
  Score: Raw -451275.322370 + Penalty 2700.724972 = -448574.597398
  nChanged 120
		SP:Iteration 8Q (18253.850000 sec): 3 clusters
  Score: Raw -451344.742248 + Penalty 2700.724972 = -448644.017276
  nChanged 115
		SP:Iteration 9Q (18253.850000 sec): 3 clusters
  Score: Raw -451405.477360 + Penalty 2700.724972 = -448704.752388
  nChanged 108
		SP:Iteration 10Q (18253.870000 sec): 3 clusters
  Score: Raw -451455.944313 + Penalty 2700.724972 = -448755.219341
  nChanged 93
		SP:Iteration 11Q (18253.870000 sec): 3 clusters
  Score: Raw -451499.538057 + Penalty 2700.724972 = -448798.813086
  nChanged 100
		SP:Iteration 12Q (18253.880000 sec): 3 clusters
  Score: Raw -451557.250906 + Penalty 2700.724972 = -448856.525934
  nChanged 116
		SP:Iteration 13Q (18253.890000 sec): 3 clusters
  Score: Raw -451624.688046 + Penalty 2700.724972 = -448923.963075
  nChanged 100
		SP:Iteration 14Q (18253.900000 sec): 3 clusters
  Score: Raw -451681.136752 + Penalty 2700.724972 = -448980.411781
  nChanged 110
		SP:Iteration 15Q (18253.910000 sec): 3 clusters
  Score: Raw -451758.085939 + Penalty 2700.724972 = -449057.360968
  nChanged 132
		SP:Iteration 16Q (18253.920000 sec): 3 clusters
  Score: Raw -451846.166481 + Penalty 2700.724972 = -449145.441509
  nChanged 125
		SP:Iteration 17Q (18253.930000 sec): 3 clusters
  Score: Raw -451927.962418 + Penalty 2700.724972 = -449227.237447
  nChanged 104
		SP:Iteration 18Q (18253.940000 sec): 3 clusters
  Score: Raw -452000.848827 + Penalty 2700.724972 = -449300.123855
  nChanged 90
		SP:Iteration 19Q (18253.950000 sec): 3 clusters
  Score: Raw -452060.390698 + Penalty 2700.724972 = -449359.665726
  nChanged 68
		SP:Iteration 20F (18253.960000 sec): 3 clusters
  Score: Raw -452101.932245 + Penalty 2700.724972 = -449401.207274
  nChanged 43
		SP:Iteration 21Q (18253.970000 sec): 3 clusters
  Score: Raw -452129.478064 + Penalty 2700.724972 = -449428.753092
  nChanged 46
		SP:Iteration 22Q (18253.970000 sec): 3 clusters
  Score: Raw -452160.633526 + Penalty 2700.724972 = -449459.908554
  nChanged 46
		SP:Iteration 23Q (18253.980000 sec): 3 clusters
  Score: Raw -452190.449981 + Penalty 2700.724972 = -449489.725010
  nChanged 51
		SP:Iteration 24Q (18253.990000 sec): 3 clusters
  Score: Raw -452219.841007 + Penalty 2700.724972 = -449519.116036
  nChanged 25
		SP:Iteration 25Q (18254.000000 sec): 3 clusters
  Score: Raw -452230.878552 + Penalty 2700.724972 = -449530.153580
  nChanged 17
		SP:Iteration 26Q (18254.010000 sec): 3 clusters
  Score: Raw -452238.300031 + Penalty 2700.724972 = -449537.575060
  nChanged 17
		SP:Iteration 27Q (18254.020000 sec): 3 clusters
  Score: Raw -452244.846398 + Penalty 2700.724972 = -449544.121427
  nChanged 14
		SP:Iteration 28Q (18254.030000 sec): 3 clusters
  Score: Raw -452251.805632 + Penalty 2700.724972 = -449551.080660
  nChanged 11
		SP:Iteration 29Q (18254.030000 sec): 3 clusters
  Score: Raw -452256.800032 + Penalty 2700.724972 = -449556.075061
  nChanged 11
		SP:Iteration 30Q (18254.040000 sec): 3 clusters
  Score: Raw -452262.284973 + Penalty 2700.724972 = -449561.560002
  nChanged 9
		SP:Iteration 31Q (18254.050000 sec): 3 clusters
  Score: Raw -452267.259265 + Penalty 2700.724972 = -449566.534293
  nChanged 4
		SP:Iteration 32Q (18254.060000 sec): 3 clusters
  Score: Raw -452268.637992 + Penalty 2700.724972 = -449567.913021
  nChanged 1
		SP:Iteration 33Q (18254.070000 sec): 3 clusters
  Score: Raw -452268.861659 + Penalty 2700.724972 = -449568.136688
  nChanged 2
		SP:Iteration 34Q (18254.080000 sec): 3 clusters
  Score: Raw -452269.397318 + Penalty 2700.724972 = -449568.672347
  nChanged 3
		SP:Iteration 35Q (18254.090000 sec): 3 clusters
  Score: Raw -452270.549709 + Penalty 2700.724972 = -449569.824737
  nChanged 4
		SP:Iteration 36Q (18254.090000 sec): 3 clusters
  Score: Raw -452271.872216 + Penalty 2700.724972 = -449571.147244
  nChanged 4
		SP:Iteration 37Q (18254.100000 sec): 3 clusters
  Score: Raw -452273.089676 + Penalty 2700.724972 = -449572.364705
  nChanged 3
		SP:Iteration 38Q (18254.110000 sec): 3 clusters
  Score: Raw -452274.695532 + Penalty 2700.724972 = -449573.970560
  nChanged 1
		SP:Iteration 39Q (18254.120000 sec): 3 clusters
  Score: Raw -452275.500138 + Penalty 2700.724972 = -449574.775166
  nChanged 2
		SP:Iteration 40F (18254.130000 sec): 3 clusters
  Score: Raw -452276.218110 + Penalty 2700.724972 = -449575.493139
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18254.140000 sec): 2 clusters
  Score: Raw -304509.578514 + Penalty 1290.055365 = -303219.523148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18254.150000 sec): 3 clusters
  Score: Raw -303187.584373 + Penalty 2580.110731 = -300607.473642
  nChanged 1067
		SP:Iteration 1F (18254.150000 sec): 3 clusters
  Score: Raw -303890.309888 + Penalty 2580.110731 = -301310.199157
  nChanged 245
		SP:Iteration 2F (18254.160000 sec): 3 clusters
  Score: Raw -304091.023854 + Penalty 2580.110731 = -301510.913124
  nChanged 169
		SP:Iteration 3F (18254.170000 sec): 3 clusters
  Score: Raw -304229.407088 + Penalty 2580.110731 = -301649.296357
  nChanged 147
		SP:Iteration 4F (18254.170000 sec): 3 clusters
  Score: Raw -304364.263077 + Penalty 2580.110731 = -301784.152346
  nChanged 137
		SP:Iteration 5Q (18254.180000 sec): 3 clusters
  Score: Raw -304489.918344 + Penalty 2580.110731 = -301909.807613
  nChanged 129
		SP:Iteration 6Q (18254.190000 sec): 3 clusters
  Score: Raw -304611.800701 + Penalty 2580.110731 = -302031.689970
  nChanged 118
		SP:Iteration 7Q (18254.190000 sec): 3 clusters
  Score: Raw -304718.922708 + Penalty 2580.110731 = -302138.811978
  nChanged 105
		SP:Iteration 8Q (18254.200000 sec): 3 clusters
  Score: Raw -304848.405800 + Penalty 2580.110731 = -302268.295069
  nChanged 122
		SP:Iteration 9Q (18254.210000 sec): 3 clusters
  Score: Raw -304988.627355 + Penalty 2580.110731 = -302408.516624
  nChanged 99
		SP:Iteration 10Q (18254.210000 sec): 3 clusters
  Score: Raw -305094.722977 + Penalty 2580.110731 = -302514.612246
  nChanged 87
		SP:Iteration 11Q (18254.220000 sec): 3 clusters
  Score: Raw -305178.161472 + Penalty 2580.110731 = -302598.050741
  nChanged 80
		SP:Iteration 12Q (18254.220000 sec): 3 clusters
  Score: Raw -305259.045076 + Penalty 2580.110731 = -302678.934345
  nChanged 73
		SP:Iteration 13Q (18254.230000 sec): 3 clusters
  Score: Raw -305344.913529 + Penalty 2580.110731 = -302764.802798
  nChanged 62
		SP:Iteration 14Q (18254.230000 sec): 3 clusters
  Score: Raw -305433.692183 + Penalty 2580.110731 = -302853.581453
  nChanged 63
		SP:Iteration 15Q (18254.240000 sec): 3 clusters
  Score: Raw -305504.569993 + Penalty 2580.110731 = -302924.459262
  nChanged 51
		SP:Iteration 16Q (18254.250000 sec): 3 clusters
  Score: Raw -305552.743068 + Penalty 2580.110731 = -302972.632338
  nChanged 38
		SP:Iteration 17Q (18254.250000 sec): 3 clusters
  Score: Raw -305594.889237 + Penalty 2580.110731 = -303014.778506
  nChanged 35
		SP:Iteration 18Q (18254.250000 sec): 3 clusters
  Score: Raw -305626.180677 + Penalty 2580.110731 = -303046.069946
  nChanged 26
		SP:Iteration 19Q (18254.260000 sec): 3 clusters
  Score: Raw -305644.653379 + Penalty 2580.110731 = -303064.542648
  nChanged 12
		SP:Iteration 20F (18254.270000 sec): 3 clusters
  Score: Raw -305649.669378 + Penalty 2580.110731 = -303069.558647
  nChanged 4
		SP:Iteration 21Q (18254.270000 sec): 3 clusters
  Score: Raw -305651.499726 + Penalty 2580.110731 = -303071.388996
  nChanged 5
		SP:Iteration 22Q (18254.280000 sec): 3 clusters
  Score: Raw -305653.535858 + Penalty 2580.110731 = -303073.425128
  nChanged 1
		SP:Iteration 23Q (18254.280000 sec): 3 clusters
  Score: Raw -305654.451209 + Penalty 2580.110731 = -303074.340478
  nChanged 3
		SP:Iteration 24Q (18254.290000 sec): 3 clusters
  Score: Raw -305655.198217 + Penalty 2580.110731 = -303075.087487
  nChanged 0
		SP:Iteration 25F (18254.290000 sec): 3 clusters
  Score: Raw -305655.198217 + Penalty 2580.110731 = -303075.087487
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18254.300000 sec): 2 clusters
  Score: Raw -192614.207823 + Penalty 1217.029464 = -191397.178359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18254.310000 sec): 3 clusters
  Score: Raw -191849.981151 + Penalty 2434.058927 = -189415.922224
  nChanged 642
		SP:Iteration 1F (18254.310000 sec): 3 clusters
  Score: Raw -192351.591578 + Penalty 2434.058927 = -189917.532651
  nChanged 163
		SP:Iteration 2F (18254.320000 sec): 3 clusters
  Score: Raw -192501.297280 + Penalty 2434.058927 = -190067.238352
  nChanged 98
		SP:Iteration 3F (18254.320000 sec): 3 clusters
  Score: Raw -192594.376462 + Penalty 2434.058927 = -190160.317535
  nChanged 62
		SP:Iteration 4Q (18254.330000 sec): 3 clusters
  Score: Raw -192654.102353 + Penalty 2434.058927 = -190220.043426
  nChanged 51
		SP:Iteration 5Q (18254.330000 sec): 3 clusters
  Score: Raw -192705.354865 + Penalty 2434.058927 = -190271.295937
  nChanged 44
		SP:Iteration 6Q (18254.330000 sec): 3 clusters
  Score: Raw -192739.996440 + Penalty 2434.058927 = -190305.937513
  nChanged 42
		SP:Iteration 7Q (18254.340000 sec): 3 clusters
  Score: Raw -192768.180543 + Penalty 2434.058927 = -190334.121616
  nChanged 33
		SP:Iteration 8Q (18254.340000 sec): 3 clusters
  Score: Raw -192788.929451 + Penalty 2434.058927 = -190354.870524
  nChanged 35
		SP:Iteration 9Q (18254.350000 sec): 3 clusters
  Score: Raw -192818.030767 + Penalty 2434.058927 = -190383.971840
  nChanged 31
		SP:Iteration 10Q (18254.350000 sec): 3 clusters
  Score: Raw -192846.478104 + Penalty 2434.058927 = -190412.419176
  nChanged 29
		SP:Iteration 11Q (18254.350000 sec): 3 clusters
  Score: Raw -192865.124184 + Penalty 2434.058927 = -190431.065257
  nChanged 21
		SP:Iteration 12Q (18254.360000 sec): 3 clusters
  Score: Raw -192877.103093 + Penalty 2434.058927 = -190443.044166
  nChanged 20
		SP:Iteration 13Q (18254.360000 sec): 3 clusters
  Score: Raw -192892.042835 + Penalty 2434.058927 = -190457.983908
  nChanged 22
		SP:Iteration 14Q (18254.370000 sec): 3 clusters
  Score: Raw -192909.062509 + Penalty 2434.058927 = -190475.003582
  nChanged 24
		SP:Iteration 15Q (18254.370000 sec): 3 clusters
  Score: Raw -192930.168533 + Penalty 2434.058927 = -190496.109606
  nChanged 24
		SP:Iteration 16Q (18254.370000 sec): 3 clusters
  Score: Raw -192953.795023 + Penalty 2434.058927 = -190519.736096
  nChanged 20
		SP:Iteration 17Q (18254.380000 sec): 3 clusters
  Score: Raw -192969.944804 + Penalty 2434.058927 = -190535.885877
  nChanged 22
		SP:Iteration 18Q (18254.380000 sec): 3 clusters
  Score: Raw -192989.979292 + Penalty 2434.058927 = -190555.920365
  nChanged 25
		SP:Iteration 19Q (18254.390000 sec): 3 clusters
  Score: Raw -193008.522731 + Penalty 2434.058927 = -190574.463804
  nChanged 20
		SP:Iteration 20F (18254.390000 sec): 3 clusters
  Score: Raw -193021.077656 + Penalty 2434.058927 = -190587.018729
  nChanged 24
		SP:Iteration 21Q (18254.390000 sec): 3 clusters
  Score: Raw -193040.468504 + Penalty 2434.058927 = -190606.409577
  nChanged 13
		SP:Iteration 22Q (18254.400000 sec): 3 clusters
  Score: Raw -193049.107389 + Penalty 2434.058927 = -190615.048461
  nChanged 16
		SP:Iteration 23Q (18254.400000 sec): 3 clusters
  Score: Raw -193061.194987 + Penalty 2434.058927 = -190627.136060
  nChanged 21
		SP:Iteration 24Q (18254.410000 sec): 3 clusters
  Score: Raw -193073.181799 + Penalty 2434.058927 = -190639.122872
  nChanged 13
		SP:Iteration 25Q (18254.410000 sec): 3 clusters
  Score: Raw -193082.477506 + Penalty 2434.058927 = -190648.418579
  nChanged 17
		SP:Iteration 26Q (18254.410000 sec): 3 clusters
  Score: Raw -193093.447522 + Penalty 2434.058927 = -190659.388595
  nChanged 18
		SP:Iteration 27Q (18254.420000 sec): 3 clusters
  Score: Raw -193102.688899 + Penalty 2434.058927 = -190668.629972
  nChanged 14
		SP:Iteration 28Q (18254.420000 sec): 3 clusters
  Score: Raw -193109.950049 + Penalty 2434.058927 = -190675.891122
  nChanged 12
		SP:Iteration 29Q (18254.430000 sec): 3 clusters
  Score: Raw -193116.493802 + Penalty 2434.058927 = -190682.434875
  nChanged 11
		SP:Iteration 30Q (18254.430000 sec): 3 clusters
  Score: Raw -193122.441607 + Penalty 2434.058927 = -190688.382680
  nChanged 7
		SP:Iteration 31Q (18254.430000 sec): 3 clusters
  Score: Raw -193126.787275 + Penalty 2434.058927 = -190692.728348
  nChanged 5
		SP:Iteration 32Q (18254.430000 sec): 3 clusters
  Score: Raw -193131.153498 + Penalty 2434.058927 = -190697.094571
  nChanged 7
		SP:Iteration 33Q (18254.440000 sec): 3 clusters
  Score: Raw -193135.781773 + Penalty 2434.058927 = -190701.722845
  nChanged 7
		SP:Iteration 34Q (18254.440000 sec): 3 clusters
  Score: Raw -193139.728223 + Penalty 2434.058927 = -190705.669296
  nChanged 6
		SP:Iteration 35Q (18254.450000 sec): 3 clusters
  Score: Raw -193142.288242 + Penalty 2434.058927 = -190708.229315
  nChanged 5
		SP:Iteration 36Q (18254.450000 sec): 3 clusters
  Score: Raw -193144.073488 + Penalty 2434.058927 = -190710.014561
  nChanged 3
		SP:Iteration 37Q (18254.450000 sec): 3 clusters
  Score: Raw -193145.562550 + Penalty 2434.058927 = -190711.503623
  nChanged 2
		SP:Iteration 38Q (18254.460000 sec): 3 clusters
  Score: Raw -193146.773223 + Penalty 2434.058927 = -190712.714296
  nChanged 0
		SP:Iteration 39F (18254.460000 sec): 3 clusters
  Score: Raw -193146.773223 + Penalty 2434.058927 = -190712.714296
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18254.500000 sec): 2 clusters
  Score: Raw -1433386.518063 + Penalty 1533.084075 = -1431853.433988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18254.530000 sec): 3 clusters
  Score: Raw -1426097.729348 + Penalty 3066.168149 = -1423031.561199
  nChanged 5529
		SP:Iteration 1F (18254.560000 sec): 3 clusters
  Score: Raw -1429007.834770 + Penalty 3066.168149 = -1425941.666621
  nChanged 750
		SP:Iteration 2F (18254.590000 sec): 3 clusters
  Score: Raw -1429362.712698 + Penalty 3066.168149 = -1426296.544548
  nChanged 699
		SP:Iteration 3F (18254.620000 sec): 3 clusters
  Score: Raw -1429725.349623 + Penalty 3066.168149 = -1426659.181474
  nChanged 697
		SP:Iteration 4F (18254.650000 sec): 3 clusters
  Score: Raw -1430089.420557 + Penalty 3066.168149 = -1427023.252408
  nChanged 640
		SP:Iteration 5F (18254.670000 sec): 3 clusters
  Score: Raw -1430382.895437 + Penalty 3066.168149 = -1427316.727288
  nChanged 599
		SP:Iteration 6Q (18254.710000 sec): 3 clusters
  Score: Raw -1430649.881304 + Penalty 3066.168149 = -1427583.713155
  nChanged 544
		SP:Iteration 7Q (18254.730000 sec): 3 clusters
  Score: Raw -1430884.594687 + Penalty 3066.168149 = -1427818.426538
  nChanged 498
		SP:Iteration 8Q (18254.760000 sec): 3 clusters
  Score: Raw -1431076.931006 + Penalty 3066.168149 = -1428010.762856
  nChanged 433
		SP:Iteration 9Q (18254.790000 sec): 3 clusters
  Score: Raw -1431256.499421 + Penalty 3066.168149 = -1428190.331272
  nChanged 443
		SP:Iteration 10Q (18254.820000 sec): 3 clusters
  Score: Raw -1431441.689899 + Penalty 3066.168149 = -1428375.521750
  nChanged 441
		SP:Iteration 11Q (18254.850000 sec): 3 clusters
  Score: Raw -1431640.122944 + Penalty 3066.168149 = -1428573.954795
  nChanged 438
		SP:Iteration 12Q (18254.880000 sec): 3 clusters
  Score: Raw -1431857.362129 + Penalty 3066.168149 = -1428791.193979
  nChanged 411
		SP:Iteration 13Q (18254.910000 sec): 3 clusters
  Score: Raw -1432073.584316 + Penalty 3066.168149 = -1429007.416167
  nChanged 415
		SP:Iteration 14Q (18254.940000 sec): 3 clusters
  Score: Raw -1432294.683015 + Penalty 3066.168149 = -1429228.514866
  nChanged 400
		SP:Iteration 15Q (18254.970000 sec): 3 clusters
  Score: Raw -1432531.479268 + Penalty 3066.168149 = -1429465.311119
  nChanged 358
		SP:Iteration 16Q (18254.990000 sec): 3 clusters
  Score: Raw -1432735.469333 + Penalty 3066.168149 = -1429669.301184
  nChanged 286
		SP:Iteration 17Q (18255.030000 sec): 3 clusters
  Score: Raw -1432896.082453 + Penalty 3066.168149 = -1429829.914303
  nChanged 243
		SP:Iteration 18Q (18255.050000 sec): 3 clusters
  Score: Raw -1433038.676769 + Penalty 3066.168149 = -1429972.508620
  nChanged 209
		SP:Iteration 19Q (18255.080000 sec): 3 clusters
  Score: Raw -1433166.727007 + Penalty 3066.168149 = -1430100.558858
  nChanged 188
		SP:Iteration 20F (18255.110000 sec): 3 clusters
  Score: Raw -1433279.313834 + Penalty 3066.168149 = -1430213.145685
  nChanged 139
		SP:Iteration 21Q (18255.140000 sec): 3 clusters
  Score: Raw -1433369.729588 + Penalty 3066.168149 = -1430303.561439
  nChanged 97
		SP:Iteration 22Q (18255.170000 sec): 3 clusters
  Score: Raw -1433422.960992 + Penalty 3066.168149 = -1430356.792843
  nChanged 65
		SP:Iteration 23Q (18255.190000 sec): 3 clusters
  Score: Raw -1433459.242149 + Penalty 3066.168149 = -1430393.074000
  nChanged 60
		SP:Iteration 24Q (18255.220000 sec): 3 clusters
  Score: Raw -1433495.078292 + Penalty 3066.168149 = -1430428.910142
  nChanged 45
		SP:Iteration 25Q (18255.250000 sec): 3 clusters
  Score: Raw -1433523.845761 + Penalty 3066.168149 = -1430457.677612
  nChanged 38
		SP:Iteration 26Q (18255.280000 sec): 3 clusters
  Score: Raw -1433548.309209 + Penalty 3066.168149 = -1430482.141060
  nChanged 28
		SP:Iteration 27Q (18255.300000 sec): 3 clusters
  Score: Raw -1433564.546672 + Penalty 3066.168149 = -1430498.378522
  nChanged 20
		SP:Iteration 28Q (18255.330000 sec): 3 clusters
  Score: Raw -1433575.846227 + Penalty 3066.168149 = -1430509.678077
  nChanged 14
		SP:Iteration 29Q (18255.360000 sec): 3 clusters
  Score: Raw -1433586.111943 + Penalty 3066.168149 = -1430519.943793
  nChanged 13
		SP:Iteration 30Q (18255.380000 sec): 3 clusters
  Score: Raw -1433595.209083 + Penalty 3066.168149 = -1430529.040934
  nChanged 14
		SP:Iteration 31Q (18255.410000 sec): 3 clusters
  Score: Raw -1433604.671445 + Penalty 3066.168149 = -1430538.503296
  nChanged 8
		SP:Iteration 32Q (18255.430000 sec): 3 clusters
  Score: Raw -1433609.173093 + Penalty 3066.168149 = -1430543.004944
  nChanged 9
		SP:Iteration 33Q (18255.460000 sec): 3 clusters
  Score: Raw -1433614.687651 + Penalty 3066.168149 = -1430548.519502
  nChanged 10
		SP:Iteration 34Q (18255.490000 sec): 3 clusters
  Score: Raw -1433619.590233 + Penalty 3066.168149 = -1430553.422084
  nChanged 6
		SP:Iteration 35Q (18255.510000 sec): 3 clusters
  Score: Raw -1433624.597322 + Penalty 3066.168149 = -1430558.429173
  nChanged 9
		SP:Iteration 36Q (18255.540000 sec): 3 clusters
  Score: Raw -1433631.686125 + Penalty 3066.168149 = -1430565.517975
  nChanged 11
		SP:Iteration 37Q (18255.560000 sec): 3 clusters
  Score: Raw -1433639.780607 + Penalty 3066.168149 = -1430573.612458
  nChanged 11
		SP:Iteration 38Q (18255.590000 sec): 3 clusters
  Score: Raw -1433645.681813 + Penalty 3066.168149 = -1430579.513664
  nChanged 3
		SP:Iteration 39Q (18255.610000 sec): 3 clusters
  Score: Raw -1433647.110325 + Penalty 3066.168149 = -1430580.942176
  nChanged 2
		SP:Iteration 40F (18255.640000 sec): 3 clusters
  Score: Raw -1433648.213048 + Penalty 3066.168149 = -1430582.044899
  nChanged 3
		SP:Iteration 41Q (18255.670000 sec): 3 clusters
  Score: Raw -1433649.903555 + Penalty 3066.168149 = -1430583.735406
  nChanged 1
		SP:Iteration 42Q (18255.690000 sec): 3 clusters
  Score: Raw -1433650.384326 + Penalty 3066.168149 = -1430584.216177
  nChanged 0
		SP:Iteration 43F (18255.720000 sec): 3 clusters
  Score: Raw -1433650.384326 + Penalty 3066.168149 = -1430584.216177
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18255.730000 sec): 2 clusters
  Score: Raw -377375.007851 + Penalty 1314.491048 = -376060.516803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18255.740000 sec): 3 clusters
  Score: Raw -375811.128292 + Penalty 2628.982096 = -373182.146197
  nChanged 1221
		SP:Iteration 1F (18255.750000 sec): 3 clusters
  Score: Raw -376484.157405 + Penalty 2628.982096 = -373855.175309
  nChanged 251
		SP:Iteration 2F (18255.760000 sec): 3 clusters
  Score: Raw -376617.553190 + Penalty 2628.982096 = -373988.571094
  nChanged 155
		SP:Iteration 3Q (18255.770000 sec): 3 clusters
  Score: Raw -376696.219655 + Penalty 2628.982096 = -374067.237559
  nChanged 117
		SP:Iteration 4Q (18255.770000 sec): 3 clusters
  Score: Raw -376753.902011 + Penalty 2628.982096 = -374124.919916
  nChanged 94
		SP:Iteration 5Q (18255.780000 sec): 3 clusters
  Score: Raw -376801.325314 + Penalty 2628.982096 = -374172.343218
  nChanged 92
		SP:Iteration 6Q (18255.790000 sec): 3 clusters
  Score: Raw -376848.470539 + Penalty 2628.982096 = -374219.488443
  nChanged 59
		SP:Iteration 7Q (18255.790000 sec): 3 clusters
  Score: Raw -376877.210217 + Penalty 2628.982096 = -374248.228121
  nChanged 63
		SP:Iteration 8Q (18255.800000 sec): 3 clusters
  Score: Raw -376907.953868 + Penalty 2628.982096 = -374278.971772
  nChanged 62
		SP:Iteration 9Q (18255.810000 sec): 3 clusters
  Score: Raw -376934.593264 + Penalty 2628.982096 = -374305.611169
  nChanged 53
		SP:Iteration 10Q (18255.820000 sec): 3 clusters
  Score: Raw -376957.135142 + Penalty 2628.982096 = -374328.153047
  nChanged 47
		SP:Iteration 11Q (18255.830000 sec): 3 clusters
  Score: Raw -376977.868494 + Penalty 2628.982096 = -374348.886399
  nChanged 47
		SP:Iteration 12Q (18255.830000 sec): 3 clusters
  Score: Raw -376996.815772 + Penalty 2628.982096 = -374367.833677
  nChanged 48
		SP:Iteration 13Q (18255.840000 sec): 3 clusters
  Score: Raw -377022.038565 + Penalty 2628.982096 = -374393.056469
  nChanged 58
		SP:Iteration 14Q (18255.850000 sec): 3 clusters
  Score: Raw -377051.438656 + Penalty 2628.982096 = -374422.456561
  nChanged 54
		SP:Iteration 15Q (18255.860000 sec): 3 clusters
  Score: Raw -377077.934548 + Penalty 2628.982096 = -374448.952453
  nChanged 61
		SP:Iteration 16Q (18255.870000 sec): 3 clusters
  Score: Raw -377113.735685 + Penalty 2628.982096 = -374484.753590
  nChanged 63
		SP:Iteration 17Q (18255.870000 sec): 3 clusters
  Score: Raw -377159.254676 + Penalty 2628.982096 = -374530.272580
  nChanged 70
		SP:Iteration 18Q (18255.880000 sec): 3 clusters
  Score: Raw -377208.869077 + Penalty 2628.982096 = -374579.886981
  nChanged 61
		SP:Iteration 19Q (18255.890000 sec): 3 clusters
  Score: Raw -377260.523761 + Penalty 2628.982096 = -374631.541665
  nChanged 70
		SP:Iteration 20F (18255.890000 sec): 3 clusters
  Score: Raw -377313.866588 + Penalty 2628.982096 = -374684.884493
  nChanged 75
		SP:Iteration 21Q (18255.900000 sec): 3 clusters
  Score: Raw -377365.438841 + Penalty 2628.982096 = -374736.456745
  nChanged 58
		SP:Iteration 22Q (18255.910000 sec): 3 clusters
  Score: Raw -377408.974760 + Penalty 2628.982096 = -374779.992665
  nChanged 48
		SP:Iteration 23Q (18255.920000 sec): 3 clusters
  Score: Raw -377440.952729 + Penalty 2628.982096 = -374811.970633
  nChanged 37
		SP:Iteration 24Q (18255.930000 sec): 3 clusters
  Score: Raw -377466.483137 + Penalty 2628.982096 = -374837.501041
  nChanged 32
		SP:Iteration 25Q (18255.930000 sec): 3 clusters
  Score: Raw -377489.854408 + Penalty 2628.982096 = -374860.872312
  nChanged 25
		SP:Iteration 26Q (18255.940000 sec): 3 clusters
  Score: Raw -377505.320268 + Penalty 2628.982096 = -374876.338173
  nChanged 20
		SP:Iteration 27Q (18255.950000 sec): 3 clusters
  Score: Raw -377514.880641 + Penalty 2628.982096 = -374885.898545
  nChanged 14
		SP:Iteration 28Q (18255.950000 sec): 3 clusters
  Score: Raw -377526.203824 + Penalty 2628.982096 = -374897.221728
  nChanged 11
		SP:Iteration 29Q (18255.960000 sec): 3 clusters
  Score: Raw -377533.051328 + Penalty 2628.982096 = -374904.069233
  nChanged 11
		SP:Iteration 30Q (18255.970000 sec): 3 clusters
  Score: Raw -377540.471831 + Penalty 2628.982096 = -374911.489736
  nChanged 6
		SP:Iteration 31Q (18255.970000 sec): 3 clusters
  Score: Raw -377546.342542 + Penalty 2628.982096 = -374917.360447
  nChanged 14
		SP:Iteration 32Q (18255.980000 sec): 3 clusters
  Score: Raw -377557.374190 + Penalty 2628.982096 = -374928.392094
  nChanged 12
		SP:Iteration 33Q (18255.990000 sec): 3 clusters
  Score: Raw -377567.771849 + Penalty 2628.982096 = -374938.789753
  nChanged 9
		SP:Iteration 34Q (18256.000000 sec): 3 clusters
  Score: Raw -377573.562755 + Penalty 2628.982096 = -374944.580659
  nChanged 9
		SP:Iteration 35Q (18256.000000 sec): 3 clusters
  Score: Raw -377583.420149 + Penalty 2628.982096 = -374954.438054
  nChanged 13
		SP:Iteration 36Q (18256.010000 sec): 3 clusters
  Score: Raw -377591.505479 + Penalty 2628.982096 = -374962.523384
  nChanged 8
		SP:Iteration 37Q (18256.020000 sec): 3 clusters
  Score: Raw -377596.560287 + Penalty 2628.982096 = -374967.578191
  nChanged 8
		SP:Iteration 38Q (18256.030000 sec): 3 clusters
  Score: Raw -377600.909537 + Penalty 2628.982096 = -374971.927441
  nChanged 4
		SP:Iteration 39Q (18256.030000 sec): 3 clusters
  Score: Raw -377603.857469 + Penalty 2628.982096 = -374974.875374
  nChanged 5
		SP:Iteration 40F (18256.040000 sec): 3 clusters
  Score: Raw -377607.245313 + Penalty 2628.982096 = -374978.263217
  nChanged 1
		SP:Iteration 41Q (18256.050000 sec): 3 clusters
  Score: Raw -377607.770630 + Penalty 2628.982096 = -374978.788535
  nChanged 1
		SP:Iteration 42Q (18256.050000 sec): 3 clusters
  Score: Raw -377608.079544 + Penalty 2628.982096 = -374979.097448
  nChanged 1
		SP:Iteration 43Q (18256.060000 sec): 3 clusters
  Score: Raw -377608.237509 + Penalty 2628.982096 = -374979.255413
  nChanged 0
		SP:Iteration 44F (18256.070000 sec): 3 clusters
  Score: Raw -377608.237509 + Penalty 2628.982096 = -374979.255413
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18256.070000 sec): 2 clusters
  Score: Raw -26928.227996 + Penalty 912.725303 = -26015.502693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18256.070000 sec): 3 clusters
  Score: Raw -27055.353463 + Penalty 1825.450607 = -25229.902856
  nChanged 48
		SP:Iteration 1F (18256.070000 sec): 3 clusters
  Score: Raw -27230.469613 + Penalty 1825.450607 = -25405.019006
  nChanged 20
		SP:Iteration 2F (18256.070000 sec): 3 clusters
  Score: Raw -27303.939773 + Penalty 1825.450607 = -25478.489166
  nChanged 10
		SP:Iteration 3Q (18256.080000 sec): 3 clusters
  Score: Raw -27336.470252 + Penalty 1825.450607 = -25511.019646
  nChanged 1
		SP:Iteration 4Q (18256.080000 sec): 3 clusters
  Score: Raw -27345.942485 + Penalty 1825.450607 = -25520.491879
  nChanged 1
		SP:Iteration 5Q (18256.080000 sec): 3 clusters
  Score: Raw -27351.100637 + Penalty 1825.450607 = -25525.650030
  nChanged 0
		SP:Iteration 6F (18256.080000 sec): 3 clusters
  Score: Raw -27351.100637 + Penalty 1825.450607 = -25525.650030
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18256.130000 sec): 2 clusters
  Score: Raw -1982462.702059 + Penalty 1586.780005 = -1980875.922053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18256.170000 sec): 3 clusters
  Score: Raw -1972218.465275 + Penalty 3173.560011 = -1969044.905264
  nChanged 7732
		SP:Iteration 1F (18256.210000 sec): 3 clusters
  Score: Raw -1976461.628086 + Penalty 3173.560011 = -1973288.068075
  nChanged 847
		SP:Iteration 2Q (18256.260000 sec): 3 clusters
  Score: Raw -1976813.544059 + Penalty 3173.560011 = -1973639.984048
  nChanged 821
		SP:Iteration 3Q (18256.300000 sec): 3 clusters
  Score: Raw -1977138.443682 + Penalty 3173.560011 = -1973964.883672
  nChanged 804
		SP:Iteration 4Q (18256.340000 sec): 3 clusters
  Score: Raw -1977469.202060 + Penalty 3173.560011 = -1974295.642049
  nChanged 731
		SP:Iteration 5Q (18256.380000 sec): 3 clusters
  Score: Raw -1977768.034495 + Penalty 3173.560011 = -1974594.474485
  nChanged 717
		SP:Iteration 6Q (18256.430000 sec): 3 clusters
  Score: Raw -1978048.867737 + Penalty 3173.560011 = -1974875.307727
  nChanged 650
		SP:Iteration 7Q (18256.470000 sec): 3 clusters
  Score: Raw -1978294.976720 + Penalty 3173.560011 = -1975121.416709
  nChanged 627
		SP:Iteration 8Q (18256.510000 sec): 3 clusters
  Score: Raw -1978524.831290 + Penalty 3173.560011 = -1975351.271279
  nChanged 591
		SP:Iteration 9Q (18256.550000 sec): 3 clusters
  Score: Raw -1978730.354197 + Penalty 3173.560011 = -1975556.794186
  nChanged 585
		SP:Iteration 10Q (18256.590000 sec): 3 clusters
  Score: Raw -1978929.868397 + Penalty 3173.560011 = -1975756.308386
  nChanged 621
		SP:Iteration 11Q (18256.630000 sec): 3 clusters
  Score: Raw -1979203.118064 + Penalty 3173.560011 = -1976029.558053
  nChanged 729
		SP:Iteration 12Q (18256.680000 sec): 3 clusters
  Score: Raw -1979584.982605 + Penalty 3173.560011 = -1976411.422594
  nChanged 839
		SP:Iteration 13Q (18256.720000 sec): 3 clusters
  Score: Raw -1980087.930946 + Penalty 3173.560011 = -1976914.370935
  nChanged 876
		SP:Iteration 14F (18256.760000 sec): 3 clusters
  Score: Raw -1980700.120111 + Penalty 3173.560011 = -1977526.560101
  nChanged 832
		SP:Iteration 15Q (18256.800000 sec): 3 clusters
  Score: Raw -1981326.712420 + Penalty 3173.560011 = -1978153.152410
  nChanged 718
		SP:Iteration 16Q (18256.840000 sec): 3 clusters
  Score: Raw -1981889.595390 + Penalty 3173.560011 = -1978716.035379
  nChanged 564
		SP:Iteration 17Q (18256.880000 sec): 3 clusters
  Score: Raw -1982351.547615 + Penalty 3173.560011 = -1979177.987604
  nChanged 377
		SP:Iteration 18Q (18256.920000 sec): 3 clusters
  Score: Raw -1982726.129836 + Penalty 3173.560011 = -1979552.569826
  nChanged 262
		SP:Iteration 19Q (18256.960000 sec): 3 clusters
  Score: Raw -1982946.517118 + Penalty 3173.560011 = -1979772.957107
  nChanged 181
		SP:Iteration 20F (18257.000000 sec): 3 clusters
  Score: Raw -1983072.091766 + Penalty 3173.560011 = -1979898.531756
  nChanged 137
		SP:Iteration 21Q (18257.030000 sec): 3 clusters
  Score: Raw -1983162.011463 + Penalty 3173.560011 = -1979988.451452
  nChanged 101
		SP:Iteration 22Q (18257.070000 sec): 3 clusters
  Score: Raw -1983220.561444 + Penalty 3173.560011 = -1980047.001434
  nChanged 81
		SP:Iteration 23Q (18257.100000 sec): 3 clusters
  Score: Raw -1983269.167268 + Penalty 3173.560011 = -1980095.607258
  nChanged 65
		SP:Iteration 24Q (18257.130000 sec): 3 clusters
  Score: Raw -1983302.524199 + Penalty 3173.560011 = -1980128.964189
  nChanged 53
		SP:Iteration 25Q (18257.170000 sec): 3 clusters
  Score: Raw -1983324.625790 + Penalty 3173.560011 = -1980151.065780
  nChanged 30
		SP:Iteration 26Q (18257.200000 sec): 3 clusters
  Score: Raw -1983338.532993 + Penalty 3173.560011 = -1980164.972982
  nChanged 28
		SP:Iteration 27Q (18257.230000 sec): 3 clusters
  Score: Raw -1983348.504494 + Penalty 3173.560011 = -1980174.944483
  nChanged 28
		SP:Iteration 28Q (18257.270000 sec): 3 clusters
  Score: Raw -1983358.541308 + Penalty 3173.560011 = -1980184.981298
  nChanged 22
		SP:Iteration 29Q (18257.300000 sec): 3 clusters
  Score: Raw -1983366.510079 + Penalty 3173.560011 = -1980192.950068
  nChanged 20
		SP:Iteration 30Q (18257.330000 sec): 3 clusters
  Score: Raw -1983374.683602 + Penalty 3173.560011 = -1980201.123591
  nChanged 15
		SP:Iteration 31Q (18257.360000 sec): 3 clusters
  Score: Raw -1983379.047889 + Penalty 3173.560011 = -1980205.487879
  nChanged 14
		SP:Iteration 32Q (18257.390000 sec): 3 clusters
  Score: Raw -1983382.391405 + Penalty 3173.560011 = -1980208.831395
  nChanged 5
		SP:Iteration 33Q (18257.430000 sec): 3 clusters
  Score: Raw -1983383.860205 + Penalty 3173.560011 = -1980210.300194
  nChanged 5
		SP:Iteration 34Q (18257.460000 sec): 3 clusters
  Score: Raw -1983385.266021 + Penalty 3173.560011 = -1980211.706010
  nChanged 4
		SP:Iteration 35Q (18257.490000 sec): 3 clusters
  Score: Raw -1983386.253785 + Penalty 3173.560011 = -1980212.693774
  nChanged 2
		SP:Iteration 36Q (18257.520000 sec): 3 clusters
  Score: Raw -1983386.832830 + Penalty 3173.560011 = -1980213.272820
  nChanged 1
		SP:Iteration 37Q (18257.550000 sec): 3 clusters
  Score: Raw -1983387.079464 + Penalty 3173.560011 = -1980213.519453
  nChanged 3
		SP:Iteration 38Q (18257.590000 sec): 3 clusters
  Score: Raw -1983387.632602 + Penalty 3173.560011 = -1980214.072592
  nChanged 2
		SP:Iteration 39Q (18257.620000 sec): 3 clusters
  Score: Raw -1983388.430869 + Penalty 3173.560011 = -1980214.870858
  nChanged 5
		SP:Iteration 40F (18257.660000 sec): 3 clusters
  Score: Raw -1983390.193349 + Penalty 3173.560011 = -1980216.633339
  nChanged 12
		SP:Iteration 41Q (18257.690000 sec): 3 clusters
  Score: Raw -1983394.824262 + Penalty 3173.560011 = -1980221.264251
  nChanged 10
		SP:Iteration 42Q (18257.730000 sec): 3 clusters
  Score: Raw -1983398.214351 + Penalty 3173.560011 = -1980224.654340
  nChanged 6
		SP:Iteration 43Q (18257.760000 sec): 3 clusters
  Score: Raw -1983399.897784 + Penalty 3173.560011 = -1980226.337773
  nChanged 6
		SP:Iteration 44Q (18257.790000 sec): 3 clusters
  Score: Raw -1983402.059496 + Penalty 3173.560011 = -1980228.499485
  nChanged 4
		SP:Iteration 45Q (18257.820000 sec): 3 clusters
  Score: Raw -1983403.003600 + Penalty 3173.560011 = -1980229.443589
  nChanged 4
		SP:Iteration 46Q (18257.850000 sec): 3 clusters
  Score: Raw -1983403.581310 + Penalty 3173.560011 = -1980230.021300
  nChanged 1
		SP:Iteration 47Q (18257.880000 sec): 3 clusters
  Score: Raw -1983403.761082 + Penalty 3173.560011 = -1980230.201071
  nChanged 1
		SP:Iteration 48Q (18257.910000 sec): 3 clusters
  Score: Raw -1983403.871450 + Penalty 3173.560011 = -1980230.311439
  nChanged 2
		SP:Iteration 49Q (18257.950000 sec): 3 clusters
  Score: Raw -1983404.283920 + Penalty 3173.560011 = -1980230.723909
  nChanged 0
		SP:Iteration 50F (18257.990000 sec): 3 clusters
  Score: Raw -1983404.283920 + Penalty 3173.560011 = -1980230.723909
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (8022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18258.010000 sec): 2 clusters
  Score: Raw -884405.883061 + Penalty 1460.865745 = -882945.017316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18258.030000 sec): 3 clusters
  Score: Raw -879986.902407 + Penalty 2921.731490 = -877065.170917
  nChanged 3400
		SP:Iteration 1F (18258.050000 sec): 3 clusters
  Score: Raw -881836.394067 + Penalty 2921.731490 = -878914.662577
  nChanged 621
		SP:Iteration 2F (18258.070000 sec): 3 clusters
  Score: Raw -882233.045743 + Penalty 2921.731490 = -879311.314253
  nChanged 549
		SP:Iteration 3F (18258.090000 sec): 3 clusters
  Score: Raw -882642.065972 + Penalty 2921.731490 = -879720.334482
  nChanged 553
		SP:Iteration 4F (18258.110000 sec): 3 clusters
  Score: Raw -883031.210531 + Penalty 2921.731490 = -880109.479041
  nChanged 500
		SP:Iteration 5F (18258.130000 sec): 3 clusters
  Score: Raw -883367.891273 + Penalty 2921.731490 = -880446.159783
  nChanged 410
		SP:Iteration 6F (18258.150000 sec): 3 clusters
  Score: Raw -883617.499785 + Penalty 2921.731490 = -880695.768295
  nChanged 352
		SP:Iteration 7Q (18258.170000 sec): 3 clusters
  Score: Raw -883819.491823 + Penalty 2921.731490 = -880897.760333
  nChanged 297
		SP:Iteration 8Q (18258.190000 sec): 3 clusters
  Score: Raw -883983.292352 + Penalty 2921.731490 = -881061.560862
  nChanged 234
		SP:Iteration 9Q (18258.210000 sec): 3 clusters
  Score: Raw -884089.452158 + Penalty 2921.731490 = -881167.720668
  nChanged 156
		SP:Iteration 10Q (18258.230000 sec): 3 clusters
  Score: Raw -884160.302153 + Penalty 2921.731490 = -881238.570663
  nChanged 153
		SP:Iteration 11Q (18258.240000 sec): 3 clusters
  Score: Raw -884222.988749 + Penalty 2921.731490 = -881301.257259
  nChanged 115
		SP:Iteration 12Q (18258.260000 sec): 3 clusters
  Score: Raw -884272.385495 + Penalty 2921.731490 = -881350.654004
  nChanged 99
		SP:Iteration 13Q (18258.280000 sec): 3 clusters
  Score: Raw -884319.420847 + Penalty 2921.731490 = -881397.689357
  nChanged 97
		SP:Iteration 14Q (18258.300000 sec): 3 clusters
  Score: Raw -884371.000166 + Penalty 2921.731490 = -881449.268676
  nChanged 98
		SP:Iteration 15Q (18258.310000 sec): 3 clusters
  Score: Raw -884417.554215 + Penalty 2921.731490 = -881495.822725
  nChanged 90
		SP:Iteration 16Q (18258.330000 sec): 3 clusters
  Score: Raw -884453.740471 + Penalty 2921.731490 = -881532.008981
  nChanged 76
		SP:Iteration 17Q (18258.350000 sec): 3 clusters
  Score: Raw -884485.601324 + Penalty 2921.731490 = -881563.869834
  nChanged 70
		SP:Iteration 18Q (18258.370000 sec): 3 clusters
  Score: Raw -884521.041354 + Penalty 2921.731490 = -881599.309864
  nChanged 67
		SP:Iteration 19Q (18258.390000 sec): 3 clusters
  Score: Raw -884551.595512 + Penalty 2921.731490 = -881629.864022
  nChanged 50
		SP:Iteration 20F (18258.410000 sec): 3 clusters
  Score: Raw -884573.336615 + Penalty 2921.731490 = -881651.605125
  nChanged 51
		SP:Iteration 21Q (18258.420000 sec): 3 clusters
  Score: Raw -884591.126774 + Penalty 2921.731490 = -881669.395284
  nChanged 42
		SP:Iteration 22Q (18258.440000 sec): 3 clusters
  Score: Raw -884604.681881 + Penalty 2921.731490 = -881682.950391
  nChanged 34
		SP:Iteration 23Q (18258.450000 sec): 3 clusters
  Score: Raw -884615.393762 + Penalty 2921.731490 = -881693.662272
  nChanged 28
		SP:Iteration 24Q (18258.470000 sec): 3 clusters
  Score: Raw -884626.039829 + Penalty 2921.731490 = -881704.308339
  nChanged 37
		SP:Iteration 25Q (18258.490000 sec): 3 clusters
  Score: Raw -884639.878984 + Penalty 2921.731490 = -881718.147494
  nChanged 33
		SP:Iteration 26Q (18258.510000 sec): 3 clusters
  Score: Raw -884652.256251 + Penalty 2921.731490 = -881730.524761
  nChanged 26
		SP:Iteration 27Q (18258.520000 sec): 3 clusters
  Score: Raw -884663.710365 + Penalty 2921.731490 = -881741.978875
  nChanged 27
		SP:Iteration 28Q (18258.540000 sec): 3 clusters
  Score: Raw -884676.723139 + Penalty 2921.731490 = -881754.991649
  nChanged 26
		SP:Iteration 29Q (18258.550000 sec): 3 clusters
  Score: Raw -884685.980530 + Penalty 2921.731490 = -881764.249040
  nChanged 22
		SP:Iteration 30Q (18258.570000 sec): 3 clusters
  Score: Raw -884695.755518 + Penalty 2921.731490 = -881774.024028
  nChanged 16
		SP:Iteration 31Q (18258.590000 sec): 3 clusters
  Score: Raw -884702.432010 + Penalty 2921.731490 = -881780.700520
  nChanged 15
		SP:Iteration 32Q (18258.600000 sec): 3 clusters
  Score: Raw -884707.585872 + Penalty 2921.731490 = -881785.854382
  nChanged 7
		SP:Iteration 33Q (18258.620000 sec): 3 clusters
  Score: Raw -884710.696065 + Penalty 2921.731490 = -881788.964575
  nChanged 9
		SP:Iteration 34Q (18258.640000 sec): 3 clusters
  Score: Raw -884714.325577 + Penalty 2921.731490 = -881792.594087
  nChanged 8
		SP:Iteration 35Q (18258.650000 sec): 3 clusters
  Score: Raw -884717.141858 + Penalty 2921.731490 = -881795.410368
  nChanged 8
		SP:Iteration 36Q (18258.670000 sec): 3 clusters
  Score: Raw -884719.798755 + Penalty 2921.731490 = -881798.067265
  nChanged 7
		SP:Iteration 37Q (18258.690000 sec): 3 clusters
  Score: Raw -884722.440948 + Penalty 2921.731490 = -881800.709458
  nChanged 5
		SP:Iteration 38Q (18258.700000 sec): 3 clusters
  Score: Raw -884724.852366 + Penalty 2921.731490 = -881803.120876
  nChanged 11
		SP:Iteration 39Q (18258.720000 sec): 3 clusters
  Score: Raw -884729.547779 + Penalty 2921.731490 = -881807.816289
  nChanged 16
		SP:Iteration 40F (18258.730000 sec): 3 clusters
  Score: Raw -884735.973654 + Penalty 2921.731490 = -881814.242164
  nChanged 10
		SP:Iteration 41Q (18258.750000 sec): 3 clusters
  Score: Raw -884740.346729 + Penalty 2921.731490 = -881818.615239
  nChanged 7
		SP:Iteration 42Q (18258.770000 sec): 3 clusters
  Score: Raw -884745.044584 + Penalty 2921.731490 = -881823.313094
  nChanged 7
		SP:Iteration 43Q (18258.780000 sec): 3 clusters
  Score: Raw -884748.528092 + Penalty 2921.731490 = -881826.796602
  nChanged 9
		SP:Iteration 44Q (18258.800000 sec): 3 clusters
  Score: Raw -884751.935806 + Penalty 2921.731490 = -881830.204316
  nChanged 5
		SP:Iteration 45Q (18258.810000 sec): 3 clusters
  Score: Raw -884753.339305 + Penalty 2921.731490 = -881831.607815
  nChanged 4
		SP:Iteration 46Q (18258.830000 sec): 3 clusters
  Score: Raw -884754.639840 + Penalty 2921.731490 = -881832.908350
  nChanged 4
		SP:Iteration 47Q (18258.850000 sec): 3 clusters
  Score: Raw -884755.546848 + Penalty 2921.731490 = -881833.815358
  nChanged 2
		SP:Iteration 48Q (18258.860000 sec): 3 clusters
  Score: Raw -884755.994661 + Penalty 2921.731490 = -881834.263171
  nChanged 1
		SP:Iteration 49Q (18258.880000 sec): 3 clusters
  Score: Raw -884756.230650 + Penalty 2921.731490 = -881834.499160
  nChanged 0
		SP:Iteration 50F (18258.900000 sec): 3 clusters
  Score: Raw -884756.230650 + Penalty 2921.731490 = -881834.499160
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18258.910000 sec): 2 clusters
  Score: Raw -384696.184948 + Penalty 1330.119411 = -383366.065537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18258.920000 sec): 3 clusters
  Score: Raw -382948.723386 + Penalty 2660.238823 = -380288.484563
  nChanged 1374
		SP:Iteration 1F (18258.930000 sec): 3 clusters
  Score: Raw -383784.087453 + Penalty 2660.238823 = -381123.848630
  nChanged 287
		SP:Iteration 2F (18258.940000 sec): 3 clusters
  Score: Raw -383964.254158 + Penalty 2660.238823 = -381304.015335
  nChanged 192
		SP:Iteration 3F (18258.950000 sec): 3 clusters
  Score: Raw -384080.806939 + Penalty 2660.238823 = -381420.568116
  nChanged 175
		SP:Iteration 4Q (18258.950000 sec): 3 clusters
  Score: Raw -384233.384180 + Penalty 2660.238823 = -381573.145358
  nChanged 185
		SP:Iteration 5F (18258.960000 sec): 3 clusters
  Score: Raw -384399.186402 + Penalty 2660.238823 = -381738.947580
  nChanged 175
		SP:Iteration 6Q (18258.970000 sec): 3 clusters
  Score: Raw -384531.360793 + Penalty 2660.238823 = -381871.121970
  nChanged 137
		SP:Iteration 7Q (18258.980000 sec): 3 clusters
  Score: Raw -384653.265482 + Penalty 2660.238823 = -381993.026660
  nChanged 136
		SP:Iteration 8Q (18258.990000 sec): 3 clusters
  Score: Raw -384768.508673 + Penalty 2660.238823 = -382108.269851
  nChanged 132
		SP:Iteration 9Q (18259.000000 sec): 3 clusters
  Score: Raw -384871.547873 + Penalty 2660.238823 = -382211.309050
  nChanged 109
		SP:Iteration 10Q (18259.010000 sec): 3 clusters
  Score: Raw -384979.674016 + Penalty 2660.238823 = -382319.435194
  nChanged 135
		SP:Iteration 11Q (18259.010000 sec): 3 clusters
  Score: Raw -385142.050603 + Penalty 2660.238823 = -382481.811781
  nChanged 153
		SP:Iteration 12Q (18259.020000 sec): 3 clusters
  Score: Raw -385297.531831 + Penalty 2660.238823 = -382637.293008
  nChanged 114
		SP:Iteration 13Q (18259.030000 sec): 3 clusters
  Score: Raw -385423.312811 + Penalty 2660.238823 = -382763.073989
  nChanged 100
		SP:Iteration 14Q (18259.040000 sec): 3 clusters
  Score: Raw -385513.573138 + Penalty 2660.238823 = -382853.334315
  nChanged 78
		SP:Iteration 15Q (18259.050000 sec): 3 clusters
  Score: Raw -385568.112140 + Penalty 2660.238823 = -382907.873318
  nChanged 52
		SP:Iteration 16Q (18259.050000 sec): 3 clusters
  Score: Raw -385597.601575 + Penalty 2660.238823 = -382937.362753
  nChanged 30
		SP:Iteration 17Q (18259.060000 sec): 3 clusters
  Score: Raw -385612.605383 + Penalty 2660.238823 = -382952.366560
  nChanged 21
		SP:Iteration 18Q (18259.070000 sec): 3 clusters
  Score: Raw -385621.954706 + Penalty 2660.238823 = -382961.715883
  nChanged 14
		SP:Iteration 19Q (18259.070000 sec): 3 clusters
  Score: Raw -385626.212945 + Penalty 2660.238823 = -382965.974122
  nChanged 9
		SP:Iteration 20F (18259.080000 sec): 3 clusters
  Score: Raw -385628.461165 + Penalty 2660.238823 = -382968.222342
  nChanged 5
		SP:Iteration 21Q (18259.090000 sec): 3 clusters
  Score: Raw -385630.359446 + Penalty 2660.238823 = -382970.120623
  nChanged 4
		SP:Iteration 22Q (18259.100000 sec): 3 clusters
  Score: Raw -385631.789854 + Penalty 2660.238823 = -382971.551031
  nChanged 4
		SP:Iteration 23Q (18259.110000 sec): 3 clusters
  Score: Raw -385632.883120 + Penalty 2660.238823 = -382972.644297
  nChanged 1
		SP:Iteration 24Q (18259.110000 sec): 3 clusters
  Score: Raw -385634.910468 + Penalty 2660.238823 = -382974.671645
  nChanged 8
		SP:Iteration 25Q (18259.120000 sec): 3 clusters
  Score: Raw -385637.402945 + Penalty 2660.238823 = -382977.164123
  nChanged 3
		SP:Iteration 26Q (18259.130000 sec): 3 clusters
  Score: Raw -385638.930602 + Penalty 2660.238823 = -382978.691779
  nChanged 5
		SP:Iteration 27Q (18259.130000 sec): 3 clusters
  Score: Raw -385641.624713 + Penalty 2660.238823 = -382981.385891
  nChanged 5
		SP:Iteration 28Q (18259.140000 sec): 3 clusters
  Score: Raw -385643.576477 + Penalty 2660.238823 = -382983.337654
  nChanged 4
		SP:Iteration 29Q (18259.150000 sec): 3 clusters
  Score: Raw -385645.259501 + Penalty 2660.238823 = -382985.020678
  nChanged 3
		SP:Iteration 30Q (18259.160000 sec): 3 clusters
  Score: Raw -385645.918778 + Penalty 2660.238823 = -382985.679955
  nChanged 3
		SP:Iteration 31Q (18259.170000 sec): 3 clusters
  Score: Raw -385646.696986 + Penalty 2660.238823 = -382986.458163
  nChanged 2
		SP:Iteration 32Q (18259.170000 sec): 3 clusters
  Score: Raw -385647.416123 + Penalty 2660.238823 = -382987.177300
  nChanged 1
		SP:Iteration 33Q (18259.180000 sec): 3 clusters
  Score: Raw -385647.707506 + Penalty 2660.238823 = -382987.468684
  nChanged 2
		SP:Iteration 34Q (18259.190000 sec): 3 clusters
  Score: Raw -385648.049238 + Penalty 2660.238823 = -382987.810416
  nChanged 0
		SP:Iteration 35F (18259.200000 sec): 3 clusters
  Score: Raw -385648.049238 + Penalty 2660.238823 = -382987.810416
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18259.210000 sec): 2 clusters
  Score: Raw -163599.397690 + Penalty 1189.262677 = -162410.135014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18259.210000 sec): 3 clusters
  Score: Raw -163040.124360 + Penalty 2378.525353 = -160661.599007
  nChanged 498
		SP:Iteration 1F (18259.210000 sec): 3 clusters
  Score: Raw -163407.343736 + Penalty 2378.525353 = -161028.818382
  nChanged 119
		SP:Iteration 2F (18259.210000 sec): 3 clusters
  Score: Raw -163515.493559 + Penalty 2378.525353 = -161136.968206
  nChanged 71
		SP:Iteration 3Q (18259.220000 sec): 3 clusters
  Score: Raw -163585.235279 + Penalty 2378.525353 = -161206.709926
  nChanged 61
		SP:Iteration 4Q (18259.220000 sec): 3 clusters
  Score: Raw -163648.641079 + Penalty 2378.525353 = -161270.115726
  nChanged 44
		SP:Iteration 5Q (18259.230000 sec): 3 clusters
  Score: Raw -163686.235796 + Penalty 2378.525353 = -161307.710442
  nChanged 33
		SP:Iteration 6Q (18259.230000 sec): 3 clusters
  Score: Raw -163711.912305 + Penalty 2378.525353 = -161333.386951
  nChanged 24
		SP:Iteration 7Q (18259.230000 sec): 3 clusters
  Score: Raw -163730.142076 + Penalty 2378.525353 = -161351.616722
  nChanged 22
		SP:Iteration 8Q (18259.240000 sec): 3 clusters
  Score: Raw -163744.186983 + Penalty 2378.525353 = -161365.661630
  nChanged 16
		SP:Iteration 9Q (18259.240000 sec): 3 clusters
  Score: Raw -163753.677321 + Penalty 2378.525353 = -161375.151967
  nChanged 12
		SP:Iteration 10Q (18259.240000 sec): 3 clusters
  Score: Raw -163763.436589 + Penalty 2378.525353 = -161384.911235
  nChanged 10
		SP:Iteration 11Q (18259.250000 sec): 3 clusters
  Score: Raw -163772.288603 + Penalty 2378.525353 = -161393.763250
  nChanged 18
		SP:Iteration 12Q (18259.250000 sec): 3 clusters
  Score: Raw -163783.491973 + Penalty 2378.525353 = -161404.966620
  nChanged 7
		SP:Iteration 13Q (18259.250000 sec): 3 clusters
  Score: Raw -163786.396837 + Penalty 2378.525353 = -161407.871484
  nChanged 4
		SP:Iteration 14Q (18259.260000 sec): 3 clusters
  Score: Raw -163788.306194 + Penalty 2378.525353 = -161409.780841
  nChanged 4
		SP:Iteration 15Q (18259.260000 sec): 3 clusters
  Score: Raw -163790.434260 + Penalty 2378.525353 = -161411.908907
  nChanged 4
		SP:Iteration 16Q (18259.270000 sec): 3 clusters
  Score: Raw -163792.271991 + Penalty 2378.525353 = -161413.746638
  nChanged 3
		SP:Iteration 17Q (18259.270000 sec): 3 clusters
  Score: Raw -163795.256459 + Penalty 2378.525353 = -161416.731105
  nChanged 4
		SP:Iteration 18Q (18259.270000 sec): 3 clusters
  Score: Raw -163800.067069 + Penalty 2378.525353 = -161421.541716
  nChanged 3
		SP:Iteration 19Q (18259.270000 sec): 3 clusters
  Score: Raw -163802.295843 + Penalty 2378.525353 = -161423.770490
  nChanged 4
		SP:Iteration 20F (18259.280000 sec): 3 clusters
  Score: Raw -163804.409352 + Penalty 2378.525353 = -161425.883999
  nChanged 4
		SP:Iteration 21Q (18259.280000 sec): 3 clusters
  Score: Raw -163806.385382 + Penalty 2378.525353 = -161427.860029
  nChanged 1
		SP:Iteration 22Q (18259.290000 sec): 3 clusters
  Score: Raw -163806.590414 + Penalty 2378.525353 = -161428.065061
  nChanged 0
		SP:Iteration 23F (18259.290000 sec): 3 clusters
  Score: Raw -163806.590414 + Penalty 2378.525353 = -161428.065061
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18259.290000 sec): 2 clusters
  Score: Raw -93105.102859 + Penalty 1096.291971 = -92008.810888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18259.300000 sec): 3 clusters
  Score: Raw -92898.838388 + Penalty 2192.583942 = -90706.254446
  nChanged 231
		SP:Iteration 1F (18259.300000 sec): 3 clusters
  Score: Raw -93188.723028 + Penalty 2192.583942 = -90996.139086
  nChanged 87
		SP:Iteration 2F (18259.300000 sec): 3 clusters
  Score: Raw -93348.069440 + Penalty 2192.583942 = -91155.485498
  nChanged 68
		SP:Iteration 3F (18259.300000 sec): 3 clusters
  Score: Raw -93507.139142 + Penalty 2192.583942 = -91314.555200
  nChanged 70
		SP:Iteration 4F (18259.310000 sec): 3 clusters
  Score: Raw -93679.726824 + Penalty 2192.583942 = -91487.142883
  nChanged 40
		SP:Iteration 5Q (18259.310000 sec): 3 clusters
  Score: Raw -93788.295379 + Penalty 2192.583942 = -91595.711438
  nChanged 33
		SP:Iteration 6Q (18259.310000 sec): 3 clusters
  Score: Raw -93868.250214 + Penalty 2192.583942 = -91675.666272
  nChanged 28
		SP:Iteration 7Q (18259.310000 sec): 3 clusters
  Score: Raw -93919.632682 + Penalty 2192.583942 = -91727.048741
  nChanged 15
		SP:Iteration 8Q (18259.310000 sec): 3 clusters
  Score: Raw -93938.952448 + Penalty 2192.583942 = -91746.368506
  nChanged 8
		SP:Iteration 9Q (18259.310000 sec): 3 clusters
  Score: Raw -93949.763980 + Penalty 2192.583942 = -91757.180038
  nChanged 4
		SP:Iteration 10Q (18259.320000 sec): 3 clusters
  Score: Raw -93954.536819 + Penalty 2192.583942 = -91761.952878
  nChanged 2
		SP:Iteration 11Q (18259.320000 sec): 3 clusters
  Score: Raw -93958.920394 + Penalty 2192.583942 = -91766.336452
  nChanged 0
		SP:Iteration 12F (18259.320000 sec): 3 clusters
  Score: Raw -93958.920394 + Penalty 2192.583942 = -91766.336452
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (32372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18259.410000 sec): 2 clusters
  Score: Raw -3807875.293259 + Penalty 1687.570484 = -3806187.722775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18259.490000 sec): 3 clusters
  Score: Raw -3787894.249311 + Penalty 3375.140967 = -3784519.108343
  nChanged 14860
		SP:Iteration 1F (18259.570000 sec): 3 clusters
  Score: Raw -3796448.654373 + Penalty 3375.140967 = -3793073.513406
  nChanged 2027
		SP:Iteration 2F (18259.650000 sec): 3 clusters
  Score: Raw -3797485.411821 + Penalty 3375.140967 = -3794110.270853
  nChanged 2238
		SP:Iteration 3F (18259.730000 sec): 3 clusters
  Score: Raw -3798881.968662 + Penalty 3375.140967 = -3795506.827695
  nChanged 2518
		SP:Iteration 4F (18259.810000 sec): 3 clusters
  Score: Raw -3800798.911102 + Penalty 3375.140967 = -3797423.770134
  nChanged 2575
		SP:Iteration 5F (18259.890000 sec): 3 clusters
  Score: Raw -3803018.641659 + Penalty 3375.140967 = -3799643.500691
  nChanged 2240
		SP:Iteration 6F (18259.970000 sec): 3 clusters
  Score: Raw -3805044.697780 + Penalty 3375.140967 = -3801669.556813
  nChanged 1608
		SP:Iteration 7Q (18260.050000 sec): 3 clusters
  Score: Raw -3806491.048381 + Penalty 3375.140967 = -3803115.907414
  nChanged 952
		SP:Iteration 8Q (18260.130000 sec): 3 clusters
  Score: Raw -3807304.003762 + Penalty 3375.140967 = -3803928.862794
  nChanged 506
		SP:Iteration 9Q (18260.200000 sec): 3 clusters
  Score: Raw -3807701.094413 + Penalty 3375.140967 = -3804325.953446
  nChanged 255
		SP:Iteration 10Q (18260.270000 sec): 3 clusters
  Score: Raw -3807916.499816 + Penalty 3375.140967 = -3804541.358848
  nChanged 136
		SP:Iteration 11Q (18260.330000 sec): 3 clusters
  Score: Raw -3808028.740420 + Penalty 3375.140967 = -3804653.599452
  nChanged 71
		SP:Iteration 12Q (18260.390000 sec): 3 clusters
  Score: Raw -3808080.583802 + Penalty 3375.140967 = -3804705.442835
  nChanged 36
		SP:Iteration 13Q (18260.450000 sec): 3 clusters
  Score: Raw -3808109.477060 + Penalty 3375.140967 = -3804734.336093
  nChanged 16
		SP:Iteration 14Q (18260.510000 sec): 3 clusters
  Score: Raw -3808124.241068 + Penalty 3375.140967 = -3804749.100101
  nChanged 17
		SP:Iteration 15Q (18260.570000 sec): 3 clusters
  Score: Raw -3808139.786346 + Penalty 3375.140967 = -3804764.645379
  nChanged 11
		SP:Iteration 16Q (18260.630000 sec): 3 clusters
  Score: Raw -3808152.223163 + Penalty 3375.140967 = -3804777.082195
  nChanged 16
		SP:Iteration 17Q (18260.690000 sec): 3 clusters
  Score: Raw -3808172.516527 + Penalty 3375.140967 = -3804797.375560
  nChanged 15
		SP:Iteration 18Q (18260.740000 sec): 3 clusters
  Score: Raw -3808186.372505 + Penalty 3375.140967 = -3804811.231537
  nChanged 8
		SP:Iteration 19Q (18260.800000 sec): 3 clusters
  Score: Raw -3808192.877330 + Penalty 3375.140967 = -3804817.736362
  nChanged 7
		SP:Iteration 20F (18260.870000 sec): 3 clusters
  Score: Raw -3808198.707118 + Penalty 3375.140967 = -3804823.566150
  nChanged 5
		SP:Iteration 21Q (18260.930000 sec): 3 clusters
  Score: Raw -3808201.649470 + Penalty 3375.140967 = -3804826.508503
  nChanged 0
		SP:Iteration 22F (18261.010000 sec): 3 clusters
  Score: Raw -3808201.649470 + Penalty 3375.140967 = -3804826.508503
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18261.040000 sec): 2 clusters
  Score: Raw -934413.315533 + Penalty 1461.512673 = -932951.802860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18261.060000 sec): 3 clusters
  Score: Raw -929987.593157 + Penalty 2923.025346 = -927064.567811
  nChanged 3388
		SP:Iteration 1F (18261.080000 sec): 3 clusters
  Score: Raw -931771.453140 + Penalty 2923.025346 = -928848.427794
  nChanged 502
		SP:Iteration 2F (18261.100000 sec): 3 clusters
  Score: Raw -931980.276402 + Penalty 2923.025346 = -929057.251056
  nChanged 403
		SP:Iteration 3F (18261.110000 sec): 3 clusters
  Score: Raw -932135.958222 + Penalty 2923.025346 = -929212.932876
  nChanged 315
		SP:Iteration 4Q (18261.130000 sec): 3 clusters
  Score: Raw -932242.345333 + Penalty 2923.025346 = -929319.319987
  nChanged 256
		SP:Iteration 5Q (18261.150000 sec): 3 clusters
  Score: Raw -932316.300079 + Penalty 2923.025346 = -929393.274734
  nChanged 201
		SP:Iteration 6Q (18261.170000 sec): 3 clusters
  Score: Raw -932370.227126 + Penalty 2923.025346 = -929447.201780
  nChanged 152
		SP:Iteration 7Q (18261.190000 sec): 3 clusters
  Score: Raw -932408.010727 + Penalty 2923.025346 = -929484.985381
  nChanged 123
		SP:Iteration 8Q (18261.210000 sec): 3 clusters
  Score: Raw -932445.497134 + Penalty 2923.025346 = -929522.471788
  nChanged 149
		SP:Iteration 9Q (18261.230000 sec): 3 clusters
  Score: Raw -932485.676849 + Penalty 2923.025346 = -929562.651503
  nChanged 146
		SP:Iteration 10Q (18261.250000 sec): 3 clusters
  Score: Raw -932523.704109 + Penalty 2923.025346 = -929600.678763
  nChanged 145
		SP:Iteration 11Q (18261.270000 sec): 3 clusters
  Score: Raw -932566.506071 + Penalty 2923.025346 = -929643.480725
  nChanged 153
		SP:Iteration 12Q (18261.290000 sec): 3 clusters
  Score: Raw -932607.120917 + Penalty 2923.025346 = -929684.095571
  nChanged 132
		SP:Iteration 13Q (18261.300000 sec): 3 clusters
  Score: Raw -932644.660881 + Penalty 2923.025346 = -929721.635535
  nChanged 127
		SP:Iteration 14Q (18261.320000 sec): 3 clusters
  Score: Raw -932685.913867 + Penalty 2923.025346 = -929762.888521
  nChanged 133
		SP:Iteration 15Q (18261.340000 sec): 3 clusters
  Score: Raw -932730.366659 + Penalty 2923.025346 = -929807.341313
  nChanged 139
		SP:Iteration 16Q (18261.360000 sec): 3 clusters
  Score: Raw -932778.889484 + Penalty 2923.025346 = -929855.864138
  nChanged 145
		SP:Iteration 17Q (18261.380000 sec): 3 clusters
  Score: Raw -932828.805574 + Penalty 2923.025346 = -929905.780228
  nChanged 160
		SP:Iteration 18Q (18261.400000 sec): 3 clusters
  Score: Raw -932891.836654 + Penalty 2923.025346 = -929968.811309
  nChanged 178
		SP:Iteration 19Q (18261.410000 sec): 3 clusters
  Score: Raw -932958.776405 + Penalty 2923.025346 = -930035.751059
  nChanged 161
		SP:Iteration 20F (18261.430000 sec): 3 clusters
  Score: Raw -933018.224032 + Penalty 2923.025346 = -930095.198686
  nChanged 165
		SP:Iteration 21Q (18261.450000 sec): 3 clusters
  Score: Raw -933086.019105 + Penalty 2923.025346 = -930162.993759
  nChanged 171
		SP:Iteration 22Q (18261.470000 sec): 3 clusters
  Score: Raw -933151.565949 + Penalty 2923.025346 = -930228.540603
  nChanged 149
		SP:Iteration 23Q (18261.490000 sec): 3 clusters
  Score: Raw -933206.752739 + Penalty 2923.025346 = -930283.727393
  nChanged 126
		SP:Iteration 24Q (18261.510000 sec): 3 clusters
  Score: Raw -933251.171803 + Penalty 2923.025346 = -930328.146457
  nChanged 124
		SP:Iteration 25Q (18261.530000 sec): 3 clusters
  Score: Raw -933295.737367 + Penalty 2923.025346 = -930372.712021
  nChanged 118
		SP:Iteration 26Q (18261.550000 sec): 3 clusters
  Score: Raw -933343.209087 + Penalty 2923.025346 = -930420.183741
  nChanged 128
		SP:Iteration 27Q (18261.560000 sec): 3 clusters
  Score: Raw -933389.472046 + Penalty 2923.025346 = -930466.446700
  nChanged 126
		SP:Iteration 28Q (18261.580000 sec): 3 clusters
  Score: Raw -933434.651478 + Penalty 2923.025346 = -930511.626132
  nChanged 109
		SP:Iteration 29Q (18261.600000 sec): 3 clusters
  Score: Raw -933480.695083 + Penalty 2923.025346 = -930557.669737
  nChanged 101
		SP:Iteration 30Q (18261.620000 sec): 3 clusters
  Score: Raw -933520.611137 + Penalty 2923.025346 = -930597.585791
  nChanged 96
		SP:Iteration 31Q (18261.630000 sec): 3 clusters
  Score: Raw -933556.425410 + Penalty 2923.025346 = -930633.400064
  nChanged 87
		SP:Iteration 32Q (18261.650000 sec): 3 clusters
  Score: Raw -933594.065089 + Penalty 2923.025346 = -930671.039743
  nChanged 87
		SP:Iteration 33Q (18261.670000 sec): 3 clusters
  Score: Raw -933637.346507 + Penalty 2923.025346 = -930714.321161
  nChanged 103
		SP:Iteration 34Q (18261.690000 sec): 3 clusters
  Score: Raw -933681.966382 + Penalty 2923.025346 = -930758.941036
  nChanged 89
		SP:Iteration 35Q (18261.710000 sec): 3 clusters
  Score: Raw -933715.651762 + Penalty 2923.025346 = -930792.626416
  nChanged 74
		SP:Iteration 36Q (18261.720000 sec): 3 clusters
  Score: Raw -933742.824619 + Penalty 2923.025346 = -930819.799273
  nChanged 86
		SP:Iteration 37Q (18261.740000 sec): 3 clusters
  Score: Raw -933774.074104 + Penalty 2923.025346 = -930851.048758
  nChanged 68
		SP:Iteration 38Q (18261.760000 sec): 3 clusters
  Score: Raw -933793.020625 + Penalty 2923.025346 = -930869.995279
  nChanged 67
		SP:Iteration 39Q (18261.780000 sec): 3 clusters
  Score: Raw -933815.354947 + Penalty 2923.025346 = -930892.329601
  nChanged 70
		SP:Iteration 40F (18261.800000 sec): 3 clusters
  Score: Raw -933836.183281 + Penalty 2923.025346 = -930913.157935
  nChanged 63
		SP:Iteration 41Q (18261.810000 sec): 3 clusters
  Score: Raw -933858.609643 + Penalty 2923.025346 = -930935.584297
  nChanged 75
		SP:Iteration 42Q (18261.830000 sec): 3 clusters
  Score: Raw -933884.929780 + Penalty 2923.025346 = -930961.904434
  nChanged 75
		SP:Iteration 43Q (18261.850000 sec): 3 clusters
  Score: Raw -933909.958132 + Penalty 2923.025346 = -930986.932786
  nChanged 70
		SP:Iteration 44Q (18261.860000 sec): 3 clusters
  Score: Raw -933932.650639 + Penalty 2923.025346 = -931009.625293
  nChanged 66
		SP:Iteration 45Q (18261.880000 sec): 3 clusters
  Score: Raw -933955.993759 + Penalty 2923.025346 = -931032.968413
  nChanged 66
		SP:Iteration 46Q (18261.900000 sec): 3 clusters
  Score: Raw -933976.168411 + Penalty 2923.025346 = -931053.143065
  nChanged 51
		SP:Iteration 47Q (18261.910000 sec): 3 clusters
  Score: Raw -933989.711917 + Penalty 2923.025346 = -931066.686571
  nChanged 46
		SP:Iteration 48Q (18261.930000 sec): 3 clusters
  Score: Raw -934001.638457 + Penalty 2923.025346 = -931078.613111
  nChanged 39
		SP:Iteration 49Q (18261.950000 sec): 3 clusters
  Score: Raw -934013.386301 + Penalty 2923.025346 = -931090.360955
  nChanged 41
		SP:Iteration 50Q (18261.960000 sec): 3 clusters
  Score: Raw -934022.538790 + Penalty 2923.025346 = -931099.513444
  nChanged 33
		SP:Iteration 51Q (18261.980000 sec): 3 clusters
  Score: Raw -934031.615523 + Penalty 2923.025346 = -931108.590177
  nChanged 36
		SP:Iteration 52Q (18262.000000 sec): 3 clusters
  Score: Raw -934042.499999 + Penalty 2923.025346 = -931119.474653
  nChanged 37
		SP:Iteration 53Q (18262.020000 sec): 3 clusters
  Score: Raw -934056.584370 + Penalty 2923.025346 = -931133.559024
  nChanged 57
		SP:Iteration 54Q (18262.030000 sec): 3 clusters
  Score: Raw -934077.092772 + Penalty 2923.025346 = -931154.067426
  nChanged 50
		SP:Iteration 55Q (18262.050000 sec): 3 clusters
  Score: Raw -934095.085649 + Penalty 2923.025346 = -931172.060303
  nChanged 50
		SP:Iteration 56Q (18262.060000 sec): 3 clusters
  Score: Raw -934111.422783 + Penalty 2923.025346 = -931188.397437
  nChanged 42
		SP:Iteration 57Q (18262.080000 sec): 3 clusters
  Score: Raw -934124.636321 + Penalty 2923.025346 = -931201.610975
  nChanged 49
		SP:Iteration 58Q (18262.100000 sec): 3 clusters
  Score: Raw -934138.266138 + Penalty 2923.025346 = -931215.240792
  nChanged 43
		SP:Iteration 59Q (18262.110000 sec): 3 clusters
  Score: Raw -934153.469371 + Penalty 2923.025346 = -931230.444025
  nChanged 44
		SP:Iteration 60F (18262.130000 sec): 3 clusters
  Score: Raw -934170.888959 + Penalty 2923.025346 = -931247.863613
  nChanged 43
		SP:Iteration 61Q (18262.140000 sec): 3 clusters
  Score: Raw -934188.210569 + Penalty 2923.025346 = -931265.185223
  nChanged 46
		SP:Iteration 62Q (18262.160000 sec): 3 clusters
  Score: Raw -934206.576193 + Penalty 2923.025346 = -931283.550847
  nChanged 43
		SP:Iteration 63Q (18262.180000 sec): 3 clusters
  Score: Raw -934218.914441 + Penalty 2923.025346 = -931295.889095
  nChanged 34
		SP:Iteration 64Q (18262.190000 sec): 3 clusters
  Score: Raw -934228.157809 + Penalty 2923.025346 = -931305.132463
  nChanged 21
		SP:Iteration 65Q (18262.210000 sec): 3 clusters
  Score: Raw -934233.303767 + Penalty 2923.025346 = -931310.278421
  nChanged 21
		SP:Iteration 66Q (18262.220000 sec): 3 clusters
  Score: Raw -934238.966217 + Penalty 2923.025346 = -931315.940871
  nChanged 23
		SP:Iteration 67Q (18262.240000 sec): 3 clusters
  Score: Raw -934247.013536 + Penalty 2923.025346 = -931323.988190
  nChanged 25
		SP:Iteration 68Q (18262.260000 sec): 3 clusters
  Score: Raw -934254.628125 + Penalty 2923.025346 = -931331.602779
  nChanged 24
		SP:Iteration 69Q (18262.270000 sec): 3 clusters
  Score: Raw -934263.924708 + Penalty 2923.025346 = -931340.899362
  nChanged 29
		SP:Iteration 70Q (18262.290000 sec): 3 clusters
  Score: Raw -934274.011749 + Penalty 2923.025346 = -931350.986403
  nChanged 30
		SP:Iteration 71Q (18262.300000 sec): 3 clusters
  Score: Raw -934286.678714 + Penalty 2923.025346 = -931363.653368
  nChanged 33
		SP:Iteration 72Q (18262.320000 sec): 3 clusters
  Score: Raw -934298.970141 + Penalty 2923.025346 = -931375.944795
  nChanged 26
		SP:Iteration 73Q (18262.330000 sec): 3 clusters
  Score: Raw -934311.197547 + Penalty 2923.025346 = -931388.172201
  nChanged 26
		SP:Iteration 74Q (18262.350000 sec): 3 clusters
  Score: Raw -934319.936474 + Penalty 2923.025346 = -931396.911128
  nChanged 26
		SP:Iteration 75Q (18262.360000 sec): 3 clusters
  Score: Raw -934329.480225 + Penalty 2923.025346 = -931406.454879
  nChanged 29
		SP:Iteration 76Q (18262.380000 sec): 3 clusters
  Score: Raw -934342.951588 + Penalty 2923.025346 = -931419.926242
  nChanged 27
		SP:Iteration 77Q (18262.390000 sec): 3 clusters
  Score: Raw -934353.244326 + Penalty 2923.025346 = -931430.218980
  nChanged 25
		SP:Iteration 78Q (18262.410000 sec): 3 clusters
  Score: Raw -934363.299009 + Penalty 2923.025346 = -931440.273663
  nChanged 24
		SP:Iteration 79Q (18262.420000 sec): 3 clusters
  Score: Raw -934372.691440 + Penalty 2923.025346 = -931449.666094
  nChanged 17
		SP:Iteration 80F (18262.440000 sec): 3 clusters
  Score: Raw -934379.463281 + Penalty 2923.025346 = -931456.437935
  nChanged 16
		SP:Iteration 81Q (18262.460000 sec): 3 clusters
  Score: Raw -934384.344485 + Penalty 2923.025346 = -931461.319139
  nChanged 16
		SP:Iteration 82Q (18262.470000 sec): 3 clusters
  Score: Raw -934390.733702 + Penalty 2923.025346 = -931467.708356
  nChanged 16
		SP:Iteration 83Q (18262.490000 sec): 3 clusters
  Score: Raw -934399.177615 + Penalty 2923.025346 = -931476.152269
  nChanged 19
		SP:Iteration 84Q (18262.500000 sec): 3 clusters
  Score: Raw -934406.945701 + Penalty 2923.025346 = -931483.920355
  nChanged 16
		SP:Iteration 85Q (18262.520000 sec): 3 clusters
  Score: Raw -934414.518569 + Penalty 2923.025346 = -931491.493223
  nChanged 12
		SP:Iteration 86Q (18262.540000 sec): 3 clusters
  Score: Raw -934419.418602 + Penalty 2923.025346 = -931496.393256
  nChanged 13
		SP:Iteration 87Q (18262.550000 sec): 3 clusters
  Score: Raw -934422.858277 + Penalty 2923.025346 = -931499.832931
  nChanged 7
		SP:Iteration 88Q (18262.560000 sec): 3 clusters
  Score: Raw -934425.061126 + Penalty 2923.025346 = -931502.035780
  nChanged 7
		SP:Iteration 89Q (18262.580000 sec): 3 clusters
  Score: Raw -934426.567541 + Penalty 2923.025346 = -931503.542195
  nChanged 4
		SP:Iteration 90Q (18262.600000 sec): 3 clusters
  Score: Raw -934428.618615 + Penalty 2923.025346 = -931505.593269
  nChanged 7
		SP:Iteration 91Q (18262.610000 sec): 3 clusters
  Score: Raw -934430.925963 + Penalty 2923.025346 = -931507.900617
  nChanged 10
		SP:Iteration 92Q (18262.620000 sec): 3 clusters
  Score: Raw -934433.837680 + Penalty 2923.025346 = -931510.812334
  nChanged 8
		SP:Iteration 93Q (18262.640000 sec): 3 clusters
  Score: Raw -934436.344343 + Penalty 2923.025346 = -931513.318997
  nChanged 7
		SP:Iteration 94Q (18262.660000 sec): 3 clusters
  Score: Raw -934437.674035 + Penalty 2923.025346 = -931514.648689
  nChanged 4
		SP:Iteration 95Q (18262.670000 sec): 3 clusters
  Score: Raw -934439.006380 + Penalty 2923.025346 = -931515.981034
  nChanged 7
		SP:Iteration 96Q (18262.680000 sec): 3 clusters
  Score: Raw -934441.794634 + Penalty 2923.025346 = -931518.769288
  nChanged 10
		SP:Iteration 97Q (18262.700000 sec): 3 clusters
  Score: Raw -934447.304701 + Penalty 2923.025346 = -931524.279355
  nChanged 15
		SP:Iteration 98Q (18262.710000 sec): 3 clusters
  Score: Raw -934453.748641 + Penalty 2923.025346 = -931530.723295
  nChanged 10
		SP:Iteration 99Q (18262.730000 sec): 3 clusters
  Score: Raw -934457.644037 + Penalty 2923.025346 = -931534.618691
  nChanged 12
		SP:Iteration 100F (18262.750000 sec): 3 clusters
  Score: Raw -934462.922917 + Penalty 2923.025346 = -931539.897571
  nChanged 11
		SP:Iteration 101Q (18262.760000 sec): 3 clusters
  Score: Raw -934468.638996 + Penalty 2923.025346 = -931545.613650
  nChanged 18
		SP:Iteration 102Q (18262.780000 sec): 3 clusters
  Score: Raw -934477.742600 + Penalty 2923.025346 = -931554.717254
  nChanged 17
		SP:Iteration 103Q (18262.790000 sec): 3 clusters
  Score: Raw -934486.108399 + Penalty 2923.025346 = -931563.083053
  nChanged 16
		SP:Iteration 104Q (18262.800000 sec): 3 clusters
  Score: Raw -934491.973552 + Penalty 2923.025346 = -931568.948206
  nChanged 10
		SP:Iteration 105Q (18262.820000 sec): 3 clusters
  Score: Raw -934495.895233 + Penalty 2923.025346 = -931572.869887
  nChanged 7
		SP:Iteration 106Q (18262.830000 sec): 3 clusters
  Score: Raw -934497.597352 + Penalty 2923.025346 = -931574.572006
  nChanged 5
		SP:Iteration 107Q (18262.850000 sec): 3 clusters
  Score: Raw -934499.678515 + Penalty 2923.025346 = -931576.653169
  nChanged 4
		SP:Iteration 108Q (18262.860000 sec): 3 clusters
  Score: Raw -934501.423778 + Penalty 2923.025346 = -931578.398432
  nChanged 5
		SP:Iteration 109Q (18262.880000 sec): 3 clusters
  Score: Raw -934504.288468 + Penalty 2923.025346 = -931581.263122
  nChanged 6
		SP:Iteration 110Q (18262.890000 sec): 3 clusters
  Score: Raw -934505.868900 + Penalty 2923.025346 = -931582.843554
  nChanged 4
		SP:Iteration 111Q (18262.900000 sec): 3 clusters
  Score: Raw -934506.918124 + Penalty 2923.025346 = -931583.892778
  nChanged 4
		SP:Iteration 112Q (18262.920000 sec): 3 clusters
  Score: Raw -934508.532848 + Penalty 2923.025346 = -931585.507502
  nChanged 4
		SP:Iteration 113Q (18262.940000 sec): 3 clusters
  Score: Raw -934509.639269 + Penalty 2923.025346 = -931586.613923
  nChanged 4
		SP:Iteration 114Q (18262.950000 sec): 3 clusters
  Score: Raw -934511.329654 + Penalty 2923.025346 = -931588.304308
  nChanged 3
		SP:Iteration 115Q (18262.960000 sec): 3 clusters
  Score: Raw -934511.926526 + Penalty 2923.025346 = -931588.901180
  nChanged 4
		SP:Iteration 116Q (18262.980000 sec): 3 clusters
  Score: Raw -934513.353037 + Penalty 2923.025346 = -931590.327691
  nChanged 1
		SP:Iteration 117Q (18262.990000 sec): 3 clusters
  Score: Raw -934513.715493 + Penalty 2923.025346 = -931590.690147
  nChanged 1
		SP:Iteration 118Q (18263.010000 sec): 3 clusters
  Score: Raw -934514.268701 + Penalty 2923.025346 = -931591.243355
  nChanged 1
		SP:Iteration 119Q (18263.020000 sec): 3 clusters
  Score: Raw -934514.591861 + Penalty 2923.025346 = -931591.566515
  nChanged 2
		SP:Iteration 120F (18263.040000 sec): 3 clusters
  Score: Raw -934514.940760 + Penalty 2923.025346 = -931591.915414
  nChanged 1
		SP:Iteration 121Q (18263.060000 sec): 3 clusters
  Score: Raw -934515.042570 + Penalty 2923.025346 = -931592.017224
  nChanged 3
		SP:Iteration 122Q (18263.070000 sec): 3 clusters
  Score: Raw -934515.688062 + Penalty 2923.025346 = -931592.662716
  nChanged 4
		SP:Iteration 123Q (18263.080000 sec): 3 clusters
  Score: Raw -934517.732664 + Penalty 2923.025346 = -931594.707318
  nChanged 2
		SP:Iteration 124Q (18263.100000 sec): 3 clusters
  Score: Raw -934518.799713 + Penalty 2923.025346 = -931595.774367
  nChanged 2
		SP:Iteration 125Q (18263.110000 sec): 3 clusters
  Score: Raw -934519.693053 + Penalty 2923.025346 = -931596.667707
  nChanged 0
		SP:Iteration 126F (18263.130000 sec): 3 clusters
  Score: Raw -934519.693053 + Penalty 2923.025346 = -931596.667707
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18263.140000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18263.140000 sec): 3 clusters
  Score: Raw -146510.420355 + Penalty 2325.503798 = -144184.916557
  nChanged 391
		SP:Iteration 1F (18263.150000 sec): 3 clusters
  Score: Raw -146781.328369 + Penalty 2325.503798 = -144455.824571
  nChanged 116
		SP:Iteration 2F (18263.150000 sec): 3 clusters
  Score: Raw -146910.365662 + Penalty 2325.503798 = -144584.861864
  nChanged 62
		SP:Iteration 3Q (18263.150000 sec): 3 clusters
  Score: Raw -146962.874554 + Penalty 2325.503798 = -144637.370756
  nChanged 43
		SP:Iteration 4Q (18263.160000 sec): 3 clusters
  Score: Raw -147001.427726 + Penalty 2325.503798 = -144675.923928
  nChanged 38
		SP:Iteration 5Q (18263.160000 sec): 3 clusters
  Score: Raw -147039.686913 + Penalty 2325.503798 = -144714.183115
  nChanged 42
		SP:Iteration 6Q (18263.160000 sec): 3 clusters
  Score: Raw -147091.808804 + Penalty 2325.503798 = -144766.305006
  nChanged 34
		SP:Iteration 7Q (18263.160000 sec): 3 clusters
  Score: Raw -147134.895561 + Penalty 2325.503798 = -144809.391763
  nChanged 34
		SP:Iteration 8Q (18263.170000 sec): 3 clusters
  Score: Raw -147179.372175 + Penalty 2325.503798 = -144853.868377
  nChanged 36
		SP:Iteration 9Q (18263.170000 sec): 3 clusters
  Score: Raw -147247.132038 + Penalty 2325.503798 = -144921.628240
  nChanged 41
		SP:Iteration 10Q (18263.180000 sec): 3 clusters
  Score: Raw -147316.977322 + Penalty 2325.503798 = -144991.473524
  nChanged 43
		SP:Iteration 11Q (18263.180000 sec): 3 clusters
  Score: Raw -147400.617275 + Penalty 2325.503798 = -145075.113477
  nChanged 46
		SP:Iteration 12Q (18263.180000 sec): 3 clusters
  Score: Raw -147496.743578 + Penalty 2325.503798 = -145171.239780
  nChanged 47
		SP:Iteration 13Q (18263.180000 sec): 3 clusters
  Score: Raw -147566.004484 + Penalty 2325.503798 = -145240.500686
  nChanged 34
		SP:Iteration 14Q (18263.180000 sec): 3 clusters
  Score: Raw -147627.979275 + Penalty 2325.503798 = -145302.475476
  nChanged 24
		SP:Iteration 15Q (18263.190000 sec): 3 clusters
  Score: Raw -147665.055332 + Penalty 2325.503798 = -145339.551534
  nChanged 21
		SP:Iteration 16Q (18263.190000 sec): 3 clusters
  Score: Raw -147694.973269 + Penalty 2325.503798 = -145369.469471
  nChanged 12
		SP:Iteration 17Q (18263.190000 sec): 3 clusters
  Score: Raw -147710.272943 + Penalty 2325.503798 = -145384.769145
  nChanged 15
		SP:Iteration 18Q (18263.200000 sec): 3 clusters
  Score: Raw -147725.624078 + Penalty 2325.503798 = -145400.120280
  nChanged 13
		SP:Iteration 19Q (18263.200000 sec): 3 clusters
  Score: Raw -147736.262040 + Penalty 2325.503798 = -145410.758242
  nChanged 10
		SP:Iteration 20F (18263.200000 sec): 3 clusters
  Score: Raw -147745.035778 + Penalty 2325.503798 = -145419.531980
  nChanged 10
		SP:Iteration 21Q (18263.200000 sec): 3 clusters
  Score: Raw -147764.868283 + Penalty 2325.503798 = -145439.364485
  nChanged 10
		SP:Iteration 22Q (18263.210000 sec): 3 clusters
  Score: Raw -147773.529861 + Penalty 2325.503798 = -145448.026063
  nChanged 13
		SP:Iteration 23Q (18263.210000 sec): 3 clusters
  Score: Raw -147783.296566 + Penalty 2325.503798 = -145457.792768
  nChanged 8
		SP:Iteration 24Q (18263.210000 sec): 3 clusters
  Score: Raw -147788.708080 + Penalty 2325.503798 = -145463.204282
  nChanged 4
		SP:Iteration 25Q (18263.220000 sec): 3 clusters
  Score: Raw -147792.115268 + Penalty 2325.503798 = -145466.611470
  nChanged 7
		SP:Iteration 26Q (18263.220000 sec): 3 clusters
  Score: Raw -147797.388724 + Penalty 2325.503798 = -145471.884926
  nChanged 10
		SP:Iteration 27Q (18263.220000 sec): 3 clusters
  Score: Raw -147811.979050 + Penalty 2325.503798 = -145486.475252
  nChanged 13
		SP:Iteration 28Q (18263.220000 sec): 3 clusters
  Score: Raw -147829.506253 + Penalty 2325.503798 = -145504.002455
  nChanged 15
		SP:Iteration 29Q (18263.220000 sec): 3 clusters
  Score: Raw -147844.357152 + Penalty 2325.503798 = -145518.853354
  nChanged 16
		SP:Iteration 30Q (18263.230000 sec): 3 clusters
  Score: Raw -147863.522554 + Penalty 2325.503798 = -145538.018756
  nChanged 13
		SP:Iteration 31Q (18263.230000 sec): 3 clusters
  Score: Raw -147889.562717 + Penalty 2325.503798 = -145564.058918
  nChanged 16
		SP:Iteration 32Q (18263.230000 sec): 3 clusters
  Score: Raw -147918.433954 + Penalty 2325.503798 = -145592.930156
  nChanged 17
		SP:Iteration 33Q (18263.240000 sec): 3 clusters
  Score: Raw -147941.585969 + Penalty 2325.503798 = -145616.082171
  nChanged 12
		SP:Iteration 34Q (18263.240000 sec): 3 clusters
  Score: Raw -147956.124626 + Penalty 2325.503798 = -145630.620828
  nChanged 6
		SP:Iteration 35Q (18263.240000 sec): 3 clusters
  Score: Raw -147962.455241 + Penalty 2325.503798 = -145636.951443
  nChanged 6
		SP:Iteration 36Q (18263.240000 sec): 3 clusters
  Score: Raw -147969.412489 + Penalty 2325.503798 = -145643.908691
  nChanged 5
		SP:Iteration 37Q (18263.240000 sec): 3 clusters
  Score: Raw -147977.519991 + Penalty 2325.503798 = -145652.016193
  nChanged 3
		SP:Iteration 38Q (18263.250000 sec): 3 clusters
  Score: Raw -147980.567088 + Penalty 2325.503798 = -145655.063290
  nChanged 4
		SP:Iteration 39Q (18263.250000 sec): 3 clusters
  Score: Raw -147987.152675 + Penalty 2325.503798 = -145661.648877
  nChanged 7
		SP:Iteration 40F (18263.250000 sec): 3 clusters
  Score: Raw -147998.721320 + Penalty 2325.503798 = -145673.217522
  nChanged 8
		SP:Iteration 41Q (18263.250000 sec): 3 clusters
  Score: Raw -148012.910845 + Penalty 2325.503798 = -145687.407047
  nChanged 11
		SP:Iteration 42Q (18263.260000 sec): 3 clusters
  Score: Raw -148045.082769 + Penalty 2325.503798 = -145719.578971
  nChanged 13
		SP:Iteration 43Q (18263.260000 sec): 3 clusters
  Score: Raw -148087.228262 + Penalty 2325.503798 = -145761.724464
  nChanged 7
		SP:Iteration 44Q (18263.260000 sec): 3 clusters
  Score: Raw -148102.524796 + Penalty 2325.503798 = -145777.020998
  nChanged 0
		SP:Iteration 45F (18263.260000 sec): 3 clusters
  Score: Raw -148102.524796 + Penalty 2325.503798 = -145777.020998
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (20498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18263.320000 sec): 2 clusters
  Score: Raw -2333303.228344 + Penalty 1613.313422 = -2331689.914922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18263.370000 sec): 3 clusters
  Score: Raw -2320973.192058 + Penalty 3226.626845 = -2317746.565213
  nChanged 9298
		SP:Iteration 1F (18263.420000 sec): 3 clusters
  Score: Raw -2326105.483009 + Penalty 3226.626845 = -2322878.856164
  nChanged 1097
		SP:Iteration 2F (18263.470000 sec): 3 clusters
  Score: Raw -2326533.585365 + Penalty 3226.626845 = -2323306.958520
  nChanged 1073
		SP:Iteration 3F (18263.520000 sec): 3 clusters
  Score: Raw -2327009.956056 + Penalty 3226.626845 = -2323783.329211
  nChanged 1148
		SP:Iteration 4F (18263.570000 sec): 3 clusters
  Score: Raw -2327591.320866 + Penalty 3226.626845 = -2324364.694021
  nChanged 1181
		SP:Iteration 5F (18263.610000 sec): 3 clusters
  Score: Raw -2328252.270736 + Penalty 3226.626845 = -2325025.643891
  nChanged 1270
		SP:Iteration 6F (18263.660000 sec): 3 clusters
  Score: Raw -2329019.610445 + Penalty 3226.626845 = -2325792.983600
  nChanged 1225
		SP:Iteration 7F (18263.710000 sec): 3 clusters
  Score: Raw -2329757.358825 + Penalty 3226.626845 = -2326530.731980
  nChanged 1081
		SP:Iteration 8F (18263.760000 sec): 3 clusters
  Score: Raw -2330399.343553 + Penalty 3226.626845 = -2327172.716708
  nChanged 945
		SP:Iteration 9Q (18263.810000 sec): 3 clusters
  Score: Raw -2330922.993934 + Penalty 3226.626845 = -2327696.367089
  nChanged 764
		SP:Iteration 10Q (18263.860000 sec): 3 clusters
  Score: Raw -2331351.725151 + Penalty 3226.626845 = -2328125.098306
  nChanged 677
		SP:Iteration 11Q (18263.900000 sec): 3 clusters
  Score: Raw -2331737.026856 + Penalty 3226.626845 = -2328510.400011
  nChanged 559
		SP:Iteration 12Q (18263.950000 sec): 3 clusters
  Score: Raw -2332057.373303 + Penalty 3226.626845 = -2328830.746458
  nChanged 481
		SP:Iteration 13Q (18264.000000 sec): 3 clusters
  Score: Raw -2332317.512035 + Penalty 3226.626845 = -2329090.885190
  nChanged 426
		SP:Iteration 14Q (18264.050000 sec): 3 clusters
  Score: Raw -2332558.772338 + Penalty 3226.626845 = -2329332.145494
  nChanged 328
		SP:Iteration 15Q (18264.090000 sec): 3 clusters
  Score: Raw -2332754.229130 + Penalty 3226.626845 = -2329527.602285
  nChanged 263
		SP:Iteration 16Q (18264.140000 sec): 3 clusters
  Score: Raw -2332916.538013 + Penalty 3226.626845 = -2329689.911168
  nChanged 210
		SP:Iteration 17Q (18264.180000 sec): 3 clusters
  Score: Raw -2333052.712600 + Penalty 3226.626845 = -2329826.085755
  nChanged 179
		SP:Iteration 18Q (18264.230000 sec): 3 clusters
  Score: Raw -2333176.801359 + Penalty 3226.626845 = -2329950.174514
  nChanged 120
		SP:Iteration 19Q (18264.270000 sec): 3 clusters
  Score: Raw -2333261.492291 + Penalty 3226.626845 = -2330034.865446
  nChanged 72
		SP:Iteration 20F (18264.320000 sec): 3 clusters
  Score: Raw -2333319.328318 + Penalty 3226.626845 = -2330092.701473
  nChanged 55
		SP:Iteration 21Q (18264.360000 sec): 3 clusters
  Score: Raw -2333357.981370 + Penalty 3226.626845 = -2330131.354525
  nChanged 41
		SP:Iteration 22Q (18264.400000 sec): 3 clusters
  Score: Raw -2333381.163015 + Penalty 3226.626845 = -2330154.536170
  nChanged 33
		SP:Iteration 23Q (18264.430000 sec): 3 clusters
  Score: Raw -2333406.132883 + Penalty 3226.626845 = -2330179.506038
  nChanged 28
		SP:Iteration 24Q (18264.470000 sec): 3 clusters
  Score: Raw -2333424.246268 + Penalty 3226.626845 = -2330197.619424
  nChanged 24
		SP:Iteration 25Q (18264.510000 sec): 3 clusters
  Score: Raw -2333443.874095 + Penalty 3226.626845 = -2330217.247250
  nChanged 28
		SP:Iteration 26Q (18264.540000 sec): 3 clusters
  Score: Raw -2333462.224708 + Penalty 3226.626845 = -2330235.597863
  nChanged 18
		SP:Iteration 27Q (18264.580000 sec): 3 clusters
  Score: Raw -2333473.605986 + Penalty 3226.626845 = -2330246.979141
  nChanged 15
		SP:Iteration 28Q (18264.620000 sec): 3 clusters
  Score: Raw -2333484.343419 + Penalty 3226.626845 = -2330257.716574
  nChanged 16
		SP:Iteration 29Q (18264.650000 sec): 3 clusters
  Score: Raw -2333496.030962 + Penalty 3226.626845 = -2330269.404117
  nChanged 21
		SP:Iteration 30Q (18264.690000 sec): 3 clusters
  Score: Raw -2333511.773804 + Penalty 3226.626845 = -2330285.146959
  nChanged 21
		SP:Iteration 31Q (18264.720000 sec): 3 clusters
  Score: Raw -2333527.273057 + Penalty 3226.626845 = -2330300.646212
  nChanged 23
		SP:Iteration 32Q (18264.760000 sec): 3 clusters
  Score: Raw -2333546.524425 + Penalty 3226.626845 = -2330319.897581
  nChanged 19
		SP:Iteration 33Q (18264.800000 sec): 3 clusters
  Score: Raw -2333560.428261 + Penalty 3226.626845 = -2330333.801416
  nChanged 11
		SP:Iteration 34Q (18264.830000 sec): 3 clusters
  Score: Raw -2333572.989394 + Penalty 3226.626845 = -2330346.362549
  nChanged 17
		SP:Iteration 35Q (18264.860000 sec): 3 clusters
  Score: Raw -2333588.162256 + Penalty 3226.626845 = -2330361.535411
  nChanged 19
		SP:Iteration 36Q (18264.900000 sec): 3 clusters
  Score: Raw -2333611.222655 + Penalty 3226.626845 = -2330384.595810
  nChanged 19
		SP:Iteration 37Q (18264.940000 sec): 3 clusters
  Score: Raw -2333624.537512 + Penalty 3226.626845 = -2330397.910667
  nChanged 11
		SP:Iteration 38Q (18264.970000 sec): 3 clusters
  Score: Raw -2333630.478237 + Penalty 3226.626845 = -2330403.851392
  nChanged 11
		SP:Iteration 39Q (18265.000000 sec): 3 clusters
  Score: Raw -2333636.500035 + Penalty 3226.626845 = -2330409.873190
  nChanged 8
		SP:Iteration 40F (18265.050000 sec): 3 clusters
  Score: Raw -2333641.904621 + Penalty 3226.626845 = -2330415.277776
  nChanged 9
		SP:Iteration 41Q (18265.080000 sec): 3 clusters
  Score: Raw -2333650.330561 + Penalty 3226.626845 = -2330423.703716
  nChanged 12
		SP:Iteration 42Q (18265.120000 sec): 3 clusters
  Score: Raw -2333658.655035 + Penalty 3226.626845 = -2330432.028190
  nChanged 9
		SP:Iteration 43Q (18265.150000 sec): 3 clusters
  Score: Raw -2333667.557373 + Penalty 3226.626845 = -2330440.930529
  nChanged 8
		SP:Iteration 44Q (18265.190000 sec): 3 clusters
  Score: Raw -2333677.620154 + Penalty 3226.626845 = -2330450.993309
  nChanged 9
		SP:Iteration 45Q (18265.220000 sec): 3 clusters
  Score: Raw -2333685.017477 + Penalty 3226.626845 = -2330458.390632
  nChanged 6
		SP:Iteration 46Q (18265.260000 sec): 3 clusters
  Score: Raw -2333688.642652 + Penalty 3226.626845 = -2330462.015807
  nChanged 6
		SP:Iteration 47Q (18265.290000 sec): 3 clusters
  Score: Raw -2333694.815631 + Penalty 3226.626845 = -2330468.188787
  nChanged 9
		SP:Iteration 48Q (18265.320000 sec): 3 clusters
  Score: Raw -2333710.277851 + Penalty 3226.626845 = -2330483.651006
  nChanged 18
		SP:Iteration 49Q (18265.360000 sec): 3 clusters
  Score: Raw -2333729.628799 + Penalty 3226.626845 = -2330503.001954
  nChanged 18
		SP:Iteration 50Q (18265.390000 sec): 3 clusters
  Score: Raw -2333746.821006 + Penalty 3226.626845 = -2330520.194161
  nChanged 17
		SP:Iteration 51Q (18265.420000 sec): 3 clusters
  Score: Raw -2333756.083063 + Penalty 3226.626845 = -2330529.456218
  nChanged 11
		SP:Iteration 52Q (18265.460000 sec): 3 clusters
  Score: Raw -2333763.690110 + Penalty 3226.626845 = -2330537.063265
  nChanged 9
		SP:Iteration 53Q (18265.490000 sec): 3 clusters
  Score: Raw -2333768.288214 + Penalty 3226.626845 = -2330541.661369
  nChanged 6
		SP:Iteration 54Q (18265.520000 sec): 3 clusters
  Score: Raw -2333773.625746 + Penalty 3226.626845 = -2330546.998901
  nChanged 12
		SP:Iteration 55Q (18265.560000 sec): 3 clusters
  Score: Raw -2333781.850842 + Penalty 3226.626845 = -2330555.223998
  nChanged 7
		SP:Iteration 56Q (18265.590000 sec): 3 clusters
  Score: Raw -2333785.053650 + Penalty 3226.626845 = -2330558.426805
  nChanged 5
		SP:Iteration 57Q (18265.630000 sec): 3 clusters
  Score: Raw -2333787.000780 + Penalty 3226.626845 = -2330560.373935
  nChanged 2
		SP:Iteration 58Q (18265.660000 sec): 3 clusters
  Score: Raw -2333788.418527 + Penalty 3226.626845 = -2330561.791682
  nChanged 3
		SP:Iteration 59Q (18265.690000 sec): 3 clusters
  Score: Raw -2333790.478291 + Penalty 3226.626845 = -2330563.851447
  nChanged 3
		SP:Iteration 60F (18265.740000 sec): 3 clusters
  Score: Raw -2333791.329012 + Penalty 3226.626845 = -2330564.702167
  nChanged 3
		SP:Iteration 61Q (18265.780000 sec): 3 clusters
  Score: Raw -2333792.893940 + Penalty 3226.626845 = -2330566.267095
  nChanged 2
		SP:Iteration 62Q (18265.810000 sec): 3 clusters
  Score: Raw -2333794.145308 + Penalty 3226.626845 = -2330567.518463
  nChanged 2
		SP:Iteration 63Q (18265.840000 sec): 3 clusters
  Score: Raw -2333795.350157 + Penalty 3226.626845 = -2330568.723312
  nChanged 2
		SP:Iteration 64Q (18265.880000 sec): 3 clusters
  Score: Raw -2333796.375198 + Penalty 3226.626845 = -2330569.748353
  nChanged 1
		SP:Iteration 65Q (18265.910000 sec): 3 clusters
  Score: Raw -2333796.915011 + Penalty 3226.626845 = -2330570.288167
  nChanged 0
		SP:Iteration 66F (18265.960000 sec): 3 clusters
  Score: Raw -2333796.915011 + Penalty 3226.626845 = -2330570.288167
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18265.980000 sec): 2 clusters
  Score: Raw -375489.111622 + Penalty 1317.210570 = -374171.901052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18265.980000 sec): 3 clusters
  Score: Raw -373904.458149 + Penalty 2634.421139 = -371270.037010
  nChanged 1259
		SP:Iteration 1F (18265.990000 sec): 3 clusters
  Score: Raw -374583.502102 + Penalty 2634.421139 = -371949.080963
  nChanged 251
		SP:Iteration 2F (18266.000000 sec): 3 clusters
  Score: Raw -374748.181433 + Penalty 2634.421139 = -372113.760294
  nChanged 191
		SP:Iteration 3F (18266.010000 sec): 3 clusters
  Score: Raw -374873.884049 + Penalty 2634.421139 = -372239.462910
  nChanged 148
		SP:Iteration 4Q (18266.020000 sec): 3 clusters
  Score: Raw -374980.142178 + Penalty 2634.421139 = -372345.721038
  nChanged 134
		SP:Iteration 5Q (18266.020000 sec): 3 clusters
  Score: Raw -375072.098184 + Penalty 2634.421139 = -372437.677045
  nChanged 90
		SP:Iteration 6Q (18266.030000 sec): 3 clusters
  Score: Raw -375117.907334 + Penalty 2634.421139 = -372483.486195
  nChanged 71
		SP:Iteration 7Q (18266.040000 sec): 3 clusters
  Score: Raw -375151.510426 + Penalty 2634.421139 = -372517.089287
  nChanged 77
		SP:Iteration 8Q (18266.040000 sec): 3 clusters
  Score: Raw -375200.861346 + Penalty 2634.421139 = -372566.440206
  nChanged 81
		SP:Iteration 9Q (18266.050000 sec): 3 clusters
  Score: Raw -375245.250671 + Penalty 2634.421139 = -372610.829532
  nChanged 78
		SP:Iteration 10Q (18266.060000 sec): 3 clusters
  Score: Raw -375291.055936 + Penalty 2634.421139 = -372656.634796
  nChanged 70
		SP:Iteration 11Q (18266.070000 sec): 3 clusters
  Score: Raw -375333.554154 + Penalty 2634.421139 = -372699.133014
  nChanged 76
		SP:Iteration 12Q (18266.080000 sec): 3 clusters
  Score: Raw -375382.871037 + Penalty 2634.421139 = -372748.449898
  nChanged 90
		SP:Iteration 13Q (18266.080000 sec): 3 clusters
  Score: Raw -375445.110606 + Penalty 2634.421139 = -372810.689466
  nChanged 97
		SP:Iteration 14Q (18266.090000 sec): 3 clusters
  Score: Raw -375518.811855 + Penalty 2634.421139 = -372884.390716
  nChanged 105
		SP:Iteration 15Q (18266.100000 sec): 3 clusters
  Score: Raw -375601.024748 + Penalty 2634.421139 = -372966.603609
  nChanged 114
		SP:Iteration 16Q (18266.100000 sec): 3 clusters
  Score: Raw -375711.845991 + Penalty 2634.421139 = -373077.424852
  nChanged 126
		SP:Iteration 17Q (18266.110000 sec): 3 clusters
  Score: Raw -375873.391290 + Penalty 2634.421139 = -373238.970151
  nChanged 134
		SP:Iteration 18Q (18266.120000 sec): 3 clusters
  Score: Raw -376051.064507 + Penalty 2634.421139 = -373416.643368
  nChanged 123
		SP:Iteration 19Q (18266.130000 sec): 3 clusters
  Score: Raw -376191.456229 + Penalty 2634.421139 = -373557.035090
  nChanged 88
		SP:Iteration 20F (18266.140000 sec): 3 clusters
  Score: Raw -376266.080424 + Penalty 2634.421139 = -373631.659285
  nChanged 50
		SP:Iteration 21Q (18266.140000 sec): 3 clusters
  Score: Raw -376293.344466 + Penalty 2634.421139 = -373658.923327
  nChanged 35
		SP:Iteration 22Q (18266.150000 sec): 3 clusters
  Score: Raw -376310.289679 + Penalty 2634.421139 = -373675.868540
  nChanged 17
		SP:Iteration 23Q (18266.160000 sec): 3 clusters
  Score: Raw -376316.311403 + Penalty 2634.421139 = -373681.890264
  nChanged 10
		SP:Iteration 24Q (18266.160000 sec): 3 clusters
  Score: Raw -376318.970890 + Penalty 2634.421139 = -373684.549750
  nChanged 2
		SP:Iteration 25Q (18266.170000 sec): 3 clusters
  Score: Raw -376319.605609 + Penalty 2634.421139 = -373685.184470
  nChanged 2
		SP:Iteration 26Q (18266.180000 sec): 3 clusters
  Score: Raw -376320.275204 + Penalty 2634.421139 = -373685.854064
  nChanged 1
		SP:Iteration 27Q (18266.180000 sec): 3 clusters
  Score: Raw -376320.324748 + Penalty 2634.421139 = -373685.903609
  nChanged 1
		SP:Iteration 28Q (18266.190000 sec): 3 clusters
  Score: Raw -376320.452489 + Penalty 2634.421139 = -373686.031350
  nChanged 1
		SP:Iteration 29Q (18266.200000 sec): 3 clusters
  Score: Raw -376320.506948 + Penalty 2634.421139 = -373686.085809
  nChanged 1
		SP:Iteration 30Q (18266.200000 sec): 3 clusters
  Score: Raw -376320.651133 + Penalty 2634.421139 = -373686.229994
  nChanged 1
		SP:Iteration 31Q (18266.210000 sec): 3 clusters
  Score: Raw -376320.856349 + Penalty 2634.421139 = -373686.435209
  nChanged 3
		SP:Iteration 32Q (18266.220000 sec): 3 clusters
  Score: Raw -376322.351734 + Penalty 2634.421139 = -373687.930594
  nChanged 3
		SP:Iteration 33Q (18266.220000 sec): 3 clusters
  Score: Raw -376323.326510 + Penalty 2634.421139 = -373688.905370
  nChanged 1
		SP:Iteration 34Q (18266.230000 sec): 3 clusters
  Score: Raw -376323.641574 + Penalty 2634.421139 = -373689.220435
  nChanged 0
		SP:Iteration 35F (18266.240000 sec): 3 clusters
  Score: Raw -376323.641574 + Penalty 2634.421139 = -373689.220435
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18266.250000 sec): 2 clusters
  Score: Raw -422650.806825 + Penalty 1336.731245 = -421314.075580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18266.260000 sec): 3 clusters
  Score: Raw -420828.299316 + Penalty 2673.462490 = -418154.836827
  nChanged 1471
		SP:Iteration 1F (18266.270000 sec): 3 clusters
  Score: Raw -421641.330899 + Penalty 2673.462490 = -418967.868409
  nChanged 267
		SP:Iteration 2F (18266.280000 sec): 3 clusters
  Score: Raw -421782.179548 + Penalty 2673.462490 = -419108.717059
  nChanged 191
		SP:Iteration 3F (18266.280000 sec): 3 clusters
  Score: Raw -421880.935263 + Penalty 2673.462490 = -419207.472774
  nChanged 142
		SP:Iteration 4Q (18266.290000 sec): 3 clusters
  Score: Raw -421942.811370 + Penalty 2673.462490 = -419269.348880
  nChanged 111
		SP:Iteration 5Q (18266.300000 sec): 3 clusters
  Score: Raw -421989.855751 + Penalty 2673.462490 = -419316.393262
  nChanged 83
		SP:Iteration 6Q (18266.310000 sec): 3 clusters
  Score: Raw -422029.725592 + Penalty 2673.462490 = -419356.263102
  nChanged 85
		SP:Iteration 7Q (18266.320000 sec): 3 clusters
  Score: Raw -422065.962443 + Penalty 2673.462490 = -419392.499953
  nChanged 81
		SP:Iteration 8Q (18266.330000 sec): 3 clusters
  Score: Raw -422099.024050 + Penalty 2673.462490 = -419425.561561
  nChanged 64
		SP:Iteration 9Q (18266.340000 sec): 3 clusters
  Score: Raw -422122.838947 + Penalty 2673.462490 = -419449.376458
  nChanged 58
		SP:Iteration 10Q (18266.340000 sec): 3 clusters
  Score: Raw -422144.392596 + Penalty 2673.462490 = -419470.930106
  nChanged 66
		SP:Iteration 11Q (18266.360000 sec): 3 clusters
  Score: Raw -422171.364723 + Penalty 2673.462490 = -419497.902234
  nChanged 58
		SP:Iteration 12Q (18266.360000 sec): 3 clusters
  Score: Raw -422194.792385 + Penalty 2673.462490 = -419521.329896
  nChanged 64
		SP:Iteration 13Q (18266.370000 sec): 3 clusters
  Score: Raw -422221.009677 + Penalty 2673.462490 = -419547.547188
  nChanged 68
		SP:Iteration 14Q (18266.380000 sec): 3 clusters
  Score: Raw -422251.264565 + Penalty 2673.462490 = -419577.802076
  nChanged 82
		SP:Iteration 15Q (18266.390000 sec): 3 clusters
  Score: Raw -422286.633053 + Penalty 2673.462490 = -419613.170563
  nChanged 81
		SP:Iteration 16Q (18266.400000 sec): 3 clusters
  Score: Raw -422326.715112 + Penalty 2673.462490 = -419653.252623
  nChanged 82
		SP:Iteration 17Q (18266.400000 sec): 3 clusters
  Score: Raw -422369.377204 + Penalty 2673.462490 = -419695.914714
  nChanged 89
		SP:Iteration 18Q (18266.420000 sec): 3 clusters
  Score: Raw -422419.055006 + Penalty 2673.462490 = -419745.592516
  nChanged 74
		SP:Iteration 19Q (18266.420000 sec): 3 clusters
  Score: Raw -422457.917852 + Penalty 2673.462490 = -419784.455362
  nChanged 72
		SP:Iteration 20F (18266.430000 sec): 3 clusters
  Score: Raw -422493.165041 + Penalty 2673.462490 = -419819.702552
  nChanged 69
		SP:Iteration 21Q (18266.440000 sec): 3 clusters
  Score: Raw -422535.230387 + Penalty 2673.462490 = -419861.767897
  nChanged 76
		SP:Iteration 22Q (18266.450000 sec): 3 clusters
  Score: Raw -422582.168976 + Penalty 2673.462490 = -419908.706486
  nChanged 76
		SP:Iteration 23Q (18266.460000 sec): 3 clusters
  Score: Raw -422629.407262 + Penalty 2673.462490 = -419955.944773
  nChanged 63
		SP:Iteration 24Q (18266.460000 sec): 3 clusters
  Score: Raw -422674.249900 + Penalty 2673.462490 = -420000.787410
  nChanged 75
		SP:Iteration 25Q (18266.470000 sec): 3 clusters
  Score: Raw -422742.970952 + Penalty 2673.462490 = -420069.508463
  nChanged 61
		SP:Iteration 26Q (18266.480000 sec): 3 clusters
  Score: Raw -422799.889996 + Penalty 2673.462490 = -420126.427506
  nChanged 54
		SP:Iteration 27Q (18266.490000 sec): 3 clusters
  Score: Raw -422845.334804 + Penalty 2673.462490 = -420171.872314
  nChanged 35
		SP:Iteration 28Q (18266.500000 sec): 3 clusters
  Score: Raw -422877.409130 + Penalty 2673.462490 = -420203.946640
  nChanged 29
		SP:Iteration 29Q (18266.510000 sec): 3 clusters
  Score: Raw -422903.268963 + Penalty 2673.462490 = -420229.806473
  nChanged 31
		SP:Iteration 30Q (18266.520000 sec): 3 clusters
  Score: Raw -422926.091580 + Penalty 2673.462490 = -420252.629090
  nChanged 13
		SP:Iteration 31Q (18266.520000 sec): 3 clusters
  Score: Raw -422934.007997 + Penalty 2673.462490 = -420260.545508
  nChanged 8
		SP:Iteration 32Q (18266.530000 sec): 3 clusters
  Score: Raw -422938.973216 + Penalty 2673.462490 = -420265.510726
  nChanged 3
		SP:Iteration 33Q (18266.540000 sec): 3 clusters
  Score: Raw -422941.304225 + Penalty 2673.462490 = -420267.841736
  nChanged 2
		SP:Iteration 34Q (18266.540000 sec): 3 clusters
  Score: Raw -422943.312144 + Penalty 2673.462490 = -420269.849654
  nChanged 2
		SP:Iteration 35Q (18266.550000 sec): 3 clusters
  Score: Raw -422944.770994 + Penalty 2673.462490 = -420271.308505
  nChanged 2
		SP:Iteration 36Q (18266.560000 sec): 3 clusters
  Score: Raw -422946.483188 + Penalty 2673.462490 = -420273.020698
  nChanged 3
		SP:Iteration 37Q (18266.570000 sec): 3 clusters
  Score: Raw -422948.876791 + Penalty 2673.462490 = -420275.414301
  nChanged 3
		SP:Iteration 38Q (18266.580000 sec): 3 clusters
  Score: Raw -422950.768379 + Penalty 2673.462490 = -420277.305890
  nChanged 3
		SP:Iteration 39Q (18266.580000 sec): 3 clusters
  Score: Raw -422951.675181 + Penalty 2673.462490 = -420278.212692
  nChanged 1
		SP:Iteration 40F (18266.590000 sec): 3 clusters
  Score: Raw -422951.935805 + Penalty 2673.462490 = -420278.473316
  nChanged 1
		SP:Iteration 41Q (18266.600000 sec): 3 clusters
  Score: Raw -422953.012354 + Penalty 2673.462490 = -420279.549864
  nChanged 1
		SP:Iteration 42Q (18266.610000 sec): 3 clusters
  Score: Raw -422953.532845 + Penalty 2673.462490 = -420280.070355
  nChanged 2
		SP:Iteration 43Q (18266.620000 sec): 3 clusters
  Score: Raw -422954.293472 + Penalty 2673.462490 = -420280.830983
  nChanged 0
		SP:Iteration 44F (18266.620000 sec): 3 clusters
  Score: Raw -422954.293472 + Penalty 2673.462490 = -420280.830983
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18266.940000 sec): 2 clusters
  Score: Raw -13085297.766089 + Penalty 1887.567157 = -13083410.198932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18267.220000 sec): 3 clusters
  Score: Raw -13012770.244975 + Penalty 3775.134314 = -13008995.110662
  nChanged 53211
		SP:Iteration 1F (18267.490000 sec): 3 clusters
  Score: Raw -13043246.505098 + Penalty 3775.134314 = -13039471.370785
  nChanged 2991
		SP:Iteration 2Q (18267.770000 sec): 3 clusters
  Score: Raw -13043804.928340 + Penalty 3775.134314 = -13040029.794026
  nChanged 3063
		SP:Iteration 3Q (18268.050000 sec): 3 clusters
  Score: Raw -13044443.717321 + Penalty 3775.134314 = -13040668.583007
  nChanged 3330
		SP:Iteration 4Q (18268.330000 sec): 3 clusters
  Score: Raw -13045254.393908 + Penalty 3775.134314 = -13041479.259594
  nChanged 3823
		SP:Iteration 5Q (18268.600000 sec): 3 clusters
  Score: Raw -13046446.062887 + Penalty 3775.134314 = -13042670.928573
  nChanged 4832
		SP:Iteration 6Q (18268.880000 sec): 3 clusters
  Score: Raw -13048386.622869 + Penalty 3775.134314 = -13044611.488555
  nChanged 6170
		SP:Iteration 7F (18269.160000 sec): 3 clusters
  Score: Raw -13051434.382175 + Penalty 3775.134314 = -13047659.247861
  nChanged 7282
		SP:Iteration 8F (18269.430000 sec): 3 clusters
  Score: Raw -13055479.078171 + Penalty 3775.134314 = -13051703.943857
  nChanged 7659
		SP:Iteration 9F (18269.700000 sec): 3 clusters
  Score: Raw -13059858.579922 + Penalty 3775.134314 = -13056083.445609
  nChanged 7133
		SP:Iteration 10F (18269.980000 sec): 3 clusters
  Score: Raw -13063943.065690 + Penalty 3775.134314 = -13060167.931376
  nChanged 6076
		SP:Iteration 11F (18270.260000 sec): 3 clusters
  Score: Raw -13067397.233152 + Penalty 3775.134314 = -13063622.098839
  nChanged 5240
		SP:Iteration 12Q (18270.550000 sec): 3 clusters
  Score: Raw -13070520.643202 + Penalty 3775.134314 = -13066745.508888
  nChanged 4651
		SP:Iteration 13Q (18270.830000 sec): 3 clusters
  Score: Raw -13073514.696931 + Penalty 3775.134314 = -13069739.562617
  nChanged 4235
		SP:Iteration 14Q (18271.120000 sec): 3 clusters
  Score: Raw -13076520.309264 + Penalty 3775.134314 = -13072745.174951
  nChanged 3783
		SP:Iteration 15Q (18271.400000 sec): 3 clusters
  Score: Raw -13079413.560467 + Penalty 3775.134314 = -13075638.426154
  nChanged 2865
		SP:Iteration 16Q (18271.680000 sec): 3 clusters
  Score: Raw -13081669.900677 + Penalty 3775.134314 = -13077894.766364
  nChanged 1963
		SP:Iteration 17Q (18271.940000 sec): 3 clusters
  Score: Raw -13083185.287956 + Penalty 3775.134314 = -13079410.153642
  nChanged 1264
		SP:Iteration 18Q (18272.170000 sec): 3 clusters
  Score: Raw -13084123.178360 + Penalty 3775.134314 = -13080348.044046
  nChanged 857
		SP:Iteration 19Q (18272.380000 sec): 3 clusters
  Score: Raw -13084693.937812 + Penalty 3775.134314 = -13080918.803499
  nChanged 527
		SP:Iteration 20F (18272.660000 sec): 3 clusters
  Score: Raw -13084991.749349 + Penalty 3775.134314 = -13081216.615035
  nChanged 381
		SP:Iteration 21Q (18272.860000 sec): 3 clusters
  Score: Raw -13085175.921876 + Penalty 3775.134314 = -13081400.787562
  nChanged 293
		SP:Iteration 22Q (18273.060000 sec): 3 clusters
  Score: Raw -13085309.065964 + Penalty 3775.134314 = -13081533.931650
  nChanged 241
		SP:Iteration 23Q (18273.260000 sec): 3 clusters
  Score: Raw -13085407.204498 + Penalty 3775.134314 = -13081632.070184
  nChanged 169
		SP:Iteration 24Q (18273.460000 sec): 3 clusters
  Score: Raw -13085463.930699 + Penalty 3775.134314 = -13081688.796386
  nChanged 141
		SP:Iteration 25Q (18273.670000 sec): 3 clusters
  Score: Raw -13085506.030225 + Penalty 3775.134314 = -13081730.895912
  nChanged 123
		SP:Iteration 26Q (18273.870000 sec): 3 clusters
  Score: Raw -13085542.358814 + Penalty 3775.134314 = -13081767.224501
  nChanged 93
		SP:Iteration 27Q (18274.070000 sec): 3 clusters
  Score: Raw -13085568.814653 + Penalty 3775.134314 = -13081793.680339
  nChanged 88
		SP:Iteration 28Q (18274.270000 sec): 3 clusters
  Score: Raw -13085590.961305 + Penalty 3775.134314 = -13081815.826992
  nChanged 75
		SP:Iteration 29Q (18274.470000 sec): 3 clusters
  Score: Raw -13085614.348058 + Penalty 3775.134314 = -13081839.213744
  nChanged 78
		SP:Iteration 30Q (18274.670000 sec): 3 clusters
  Score: Raw -13085636.077537 + Penalty 3775.134314 = -13081860.943224
  nChanged 72
		SP:Iteration 31Q (18274.860000 sec): 3 clusters
  Score: Raw -13085654.653400 + Penalty 3775.134314 = -13081879.519086
  nChanged 62
		SP:Iteration 32Q (18275.060000 sec): 3 clusters
  Score: Raw -13085667.785077 + Penalty 3775.134314 = -13081892.650763
  nChanged 46
		SP:Iteration 33Q (18275.260000 sec): 3 clusters
  Score: Raw -13085676.601144 + Penalty 3775.134314 = -13081901.466831
  nChanged 25
		SP:Iteration 34Q (18275.460000 sec): 3 clusters
  Score: Raw -13085680.633757 + Penalty 3775.134314 = -13081905.499444
  nChanged 19
		SP:Iteration 35Q (18275.650000 sec): 3 clusters
  Score: Raw -13085685.510955 + Penalty 3775.134314 = -13081910.376641
  nChanged 22
		SP:Iteration 36Q (18275.850000 sec): 3 clusters
  Score: Raw -13085689.475929 + Penalty 3775.134314 = -13081914.341616
  nChanged 16
		SP:Iteration 37Q (18276.050000 sec): 3 clusters
  Score: Raw -13085692.405681 + Penalty 3775.134314 = -13081917.271368
  nChanged 13
		SP:Iteration 38Q (18276.240000 sec): 3 clusters
  Score: Raw -13085694.669982 + Penalty 3775.134314 = -13081919.535668
  nChanged 13
		SP:Iteration 39Q (18276.440000 sec): 3 clusters
  Score: Raw -13085697.586457 + Penalty 3775.134314 = -13081922.452143
  nChanged 11
		SP:Iteration 40F (18276.720000 sec): 3 clusters
  Score: Raw -13085699.051537 + Penalty 3775.134314 = -13081923.917223
  nChanged 9
		SP:Iteration 41Q (18276.910000 sec): 3 clusters
  Score: Raw -13085700.017260 + Penalty 3775.134314 = -13081924.882947
  nChanged 11
		SP:Iteration 42Q (18277.110000 sec): 3 clusters
  Score: Raw -13085701.659435 + Penalty 3775.134314 = -13081926.525121
  nChanged 11
		SP:Iteration 43Q (18277.300000 sec): 3 clusters
  Score: Raw -13085703.604535 + Penalty 3775.134314 = -13081928.470221
  nChanged 10
		SP:Iteration 44Q (18277.500000 sec): 3 clusters
  Score: Raw -13085704.925885 + Penalty 3775.134314 = -13081929.791572
  nChanged 6
		SP:Iteration 45Q (18277.700000 sec): 3 clusters
  Score: Raw -13085705.838835 + Penalty 3775.134314 = -13081930.704522
  nChanged 5
		SP:Iteration 46Q (18277.900000 sec): 3 clusters
  Score: Raw -13085707.056418 + Penalty 3775.134314 = -13081931.922104
  nChanged 9
		SP:Iteration 47Q (18278.090000 sec): 3 clusters
  Score: Raw -13085708.600376 + Penalty 3775.134314 = -13081933.466062
  nChanged 9
		SP:Iteration 48Q (18278.290000 sec): 3 clusters
  Score: Raw -13085710.279310 + Penalty 3775.134314 = -13081935.144996
  nChanged 11
		SP:Iteration 49Q (18278.490000 sec): 3 clusters
  Score: Raw -13085711.706425 + Penalty 3775.134314 = -13081936.572112
  nChanged 7
		SP:Iteration 50Q (18278.680000 sec): 3 clusters
  Score: Raw -13085712.557071 + Penalty 3775.134314 = -13081937.422757
  nChanged 5
		SP:Iteration 51Q (18278.880000 sec): 3 clusters
  Score: Raw -13085712.837778 + Penalty 3775.134314 = -13081937.703464
  nChanged 0
		SP:Iteration 52F (18279.150000 sec): 3 clusters
  Score: Raw -13085712.837778 + Penalty 3775.134314 = -13081937.703464
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18279.220000 sec): 2 clusters
  Score: Raw -701803.260815 + Penalty 1430.849095 = -700372.411720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18279.240000 sec): 3 clusters
  Score: Raw -698235.451250 + Penalty 2861.698191 = -695373.753060
  nChanged 2782
		SP:Iteration 1F (18279.250000 sec): 3 clusters
  Score: Raw -700143.420311 + Penalty 2861.698191 = -697281.722120
  nChanged 609
		SP:Iteration 2F (18279.270000 sec): 3 clusters
  Score: Raw -700657.709942 + Penalty 2861.698191 = -697796.011751
  nChanged 483
		SP:Iteration 3F (18279.280000 sec): 3 clusters
  Score: Raw -701050.739795 + Penalty 2861.698191 = -698189.041604
  nChanged 427
		SP:Iteration 4F (18279.300000 sec): 3 clusters
  Score: Raw -701436.467830 + Penalty 2861.698191 = -698574.769640
  nChanged 414
		SP:Iteration 5F (18279.320000 sec): 3 clusters
  Score: Raw -701759.991251 + Penalty 2861.698191 = -698898.293060
  nChanged 307
		SP:Iteration 6Q (18279.330000 sec): 3 clusters
  Score: Raw -702000.931502 + Penalty 2861.698191 = -699139.233311
  nChanged 265
		SP:Iteration 7Q (18279.340000 sec): 3 clusters
  Score: Raw -702231.240539 + Penalty 2861.698191 = -699369.542348
  nChanged 231
		SP:Iteration 8Q (18279.360000 sec): 3 clusters
  Score: Raw -702402.911480 + Penalty 2861.698191 = -699541.213289
  nChanged 181
		SP:Iteration 9Q (18279.380000 sec): 3 clusters
  Score: Raw -702512.682395 + Penalty 2861.698191 = -699650.984205
  nChanged 141
		SP:Iteration 10Q (18279.390000 sec): 3 clusters
  Score: Raw -702578.553798 + Penalty 2861.698191 = -699716.855607
  nChanged 98
		SP:Iteration 11Q (18279.400000 sec): 3 clusters
  Score: Raw -702615.872052 + Penalty 2861.698191 = -699754.173862
  nChanged 63
		SP:Iteration 12Q (18279.420000 sec): 3 clusters
  Score: Raw -702638.943980 + Penalty 2861.698191 = -699777.245789
  nChanged 58
		SP:Iteration 13Q (18279.440000 sec): 3 clusters
  Score: Raw -702658.396312 + Penalty 2861.698191 = -699796.698121
  nChanged 50
		SP:Iteration 14Q (18279.450000 sec): 3 clusters
  Score: Raw -702675.474689 + Penalty 2861.698191 = -699813.776498
  nChanged 46
		SP:Iteration 15Q (18279.460000 sec): 3 clusters
  Score: Raw -702690.862136 + Penalty 2861.698191 = -699829.163946
  nChanged 33
		SP:Iteration 16Q (18279.480000 sec): 3 clusters
  Score: Raw -702701.964561 + Penalty 2861.698191 = -699840.266370
  nChanged 29
		SP:Iteration 17Q (18279.490000 sec): 3 clusters
  Score: Raw -702708.604353 + Penalty 2861.698191 = -699846.906162
  nChanged 20
		SP:Iteration 18Q (18279.510000 sec): 3 clusters
  Score: Raw -702713.169835 + Penalty 2861.698191 = -699851.471645
  nChanged 13
		SP:Iteration 19Q (18279.520000 sec): 3 clusters
  Score: Raw -702714.764083 + Penalty 2861.698191 = -699853.065892
  nChanged 6
		SP:Iteration 20F (18279.540000 sec): 3 clusters
  Score: Raw -702715.217730 + Penalty 2861.698191 = -699853.519539
  nChanged 6
		SP:Iteration 21Q (18279.550000 sec): 3 clusters
  Score: Raw -702715.952138 + Penalty 2861.698191 = -699854.253947
  nChanged 2
		SP:Iteration 22Q (18279.570000 sec): 3 clusters
  Score: Raw -702716.191068 + Penalty 2861.698191 = -699854.492877
  nChanged 4
		SP:Iteration 23Q (18279.580000 sec): 3 clusters
  Score: Raw -702716.755743 + Penalty 2861.698191 = -699855.057552
  nChanged 4
		SP:Iteration 24Q (18279.600000 sec): 3 clusters
  Score: Raw -702717.415565 + Penalty 2861.698191 = -699855.717375
  nChanged 4
		SP:Iteration 25Q (18279.610000 sec): 3 clusters
  Score: Raw -702718.213065 + Penalty 2861.698191 = -699856.514874
  nChanged 3
		SP:Iteration 26Q (18279.630000 sec): 3 clusters
  Score: Raw -702718.647161 + Penalty 2861.698191 = -699856.948970
  nChanged 1
		SP:Iteration 27Q (18279.640000 sec): 3 clusters
  Score: Raw -702718.749758 + Penalty 2861.698191 = -699857.051568
  nChanged 1
		SP:Iteration 28Q (18279.660000 sec): 3 clusters
  Score: Raw -702719.004349 + Penalty 2861.698191 = -699857.306158
  nChanged 4
		SP:Iteration 29Q (18279.670000 sec): 3 clusters
  Score: Raw -702719.609844 + Penalty 2861.698191 = -699857.911653
  nChanged 3
		SP:Iteration 30Q (18279.690000 sec): 3 clusters
  Score: Raw -702720.101838 + Penalty 2861.698191 = -699858.403647
  nChanged 4
		SP:Iteration 31Q (18279.700000 sec): 3 clusters
  Score: Raw -702720.825426 + Penalty 2861.698191 = -699859.127235
  nChanged 5
		SP:Iteration 32Q (18279.720000 sec): 3 clusters
  Score: Raw -702722.070399 + Penalty 2861.698191 = -699860.372208
  nChanged 7
		SP:Iteration 33Q (18279.730000 sec): 3 clusters
  Score: Raw -702723.083647 + Penalty 2861.698191 = -699861.385457
  nChanged 5
		SP:Iteration 34Q (18279.740000 sec): 3 clusters
  Score: Raw -702723.879393 + Penalty 2861.698191 = -699862.181202
  nChanged 5
		SP:Iteration 35Q (18279.760000 sec): 3 clusters
  Score: Raw -702724.601165 + Penalty 2861.698191 = -699862.902974
  nChanged 3
		SP:Iteration 36Q (18279.780000 sec): 3 clusters
  Score: Raw -702725.217512 + Penalty 2861.698191 = -699863.519321
  nChanged 2
		SP:Iteration 37Q (18279.790000 sec): 3 clusters
  Score: Raw -702725.393720 + Penalty 2861.698191 = -699863.695529
  nChanged 0
		SP:Iteration 38F (18279.810000 sec): 3 clusters
  Score: Raw -702725.393720 + Penalty 2861.698191 = -699863.695529
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18279.820000 sec): 2 clusters
  Score: Raw -348900.759380 + Penalty 1303.347362 = -347597.412018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18279.820000 sec): 3 clusters
  Score: Raw -347502.409373 + Penalty 2606.694724 = -344895.714649
  nChanged 1136
		SP:Iteration 1F (18279.830000 sec): 3 clusters
  Score: Raw -348245.988730 + Penalty 2606.694724 = -345639.294006
  nChanged 263
		SP:Iteration 2F (18279.840000 sec): 3 clusters
  Score: Raw -348466.941439 + Penalty 2606.694724 = -345860.246715
  nChanged 216
		SP:Iteration 3F (18279.850000 sec): 3 clusters
  Score: Raw -348712.681424 + Penalty 2606.694724 = -346105.986701
  nChanged 235
		SP:Iteration 4F (18279.860000 sec): 3 clusters
  Score: Raw -349017.318061 + Penalty 2606.694724 = -346410.623337
  nChanged 209
		SP:Iteration 5F (18279.860000 sec): 3 clusters
  Score: Raw -349312.391330 + Penalty 2606.694724 = -346705.696606
  nChanged 198
		SP:Iteration 6F (18279.870000 sec): 3 clusters
  Score: Raw -349507.468747 + Penalty 2606.694724 = -346900.774023
  nChanged 135
		SP:Iteration 7Q (18279.880000 sec): 3 clusters
  Score: Raw -349619.532163 + Penalty 2606.694724 = -347012.837440
  nChanged 93
		SP:Iteration 8Q (18279.880000 sec): 3 clusters
  Score: Raw -349687.119296 + Penalty 2606.694724 = -347080.424572
  nChanged 49
		SP:Iteration 9Q (18279.890000 sec): 3 clusters
  Score: Raw -349713.933956 + Penalty 2606.694724 = -347107.239232
  nChanged 23
		SP:Iteration 10Q (18279.900000 sec): 3 clusters
  Score: Raw -349726.313144 + Penalty 2606.694724 = -347119.618420
  nChanged 20
		SP:Iteration 11Q (18279.900000 sec): 3 clusters
  Score: Raw -349736.202583 + Penalty 2606.694724 = -347129.507859
  nChanged 13
		SP:Iteration 12Q (18279.910000 sec): 3 clusters
  Score: Raw -349741.780375 + Penalty 2606.694724 = -347135.085651
  nChanged 7
		SP:Iteration 13Q (18279.920000 sec): 3 clusters
  Score: Raw -349745.283759 + Penalty 2606.694724 = -347138.589036
  nChanged 3
		SP:Iteration 14Q (18279.920000 sec): 3 clusters
  Score: Raw -349747.001229 + Penalty 2606.694724 = -347140.306505
  nChanged 4
		SP:Iteration 15Q (18279.930000 sec): 3 clusters
  Score: Raw -349748.504269 + Penalty 2606.694724 = -347141.809545
  nChanged 3
		SP:Iteration 16Q (18279.940000 sec): 3 clusters
  Score: Raw -349749.426637 + Penalty 2606.694724 = -347142.731913
  nChanged 2
		SP:Iteration 17Q (18279.950000 sec): 3 clusters
  Score: Raw -349750.103308 + Penalty 2606.694724 = -347143.408584
  nChanged 3
		SP:Iteration 18Q (18279.950000 sec): 3 clusters
  Score: Raw -349751.213906 + Penalty 2606.694724 = -347144.519182
  nChanged 4
		SP:Iteration 19Q (18279.960000 sec): 3 clusters
  Score: Raw -349752.535550 + Penalty 2606.694724 = -347145.840826
  nChanged 2
		SP:Iteration 20F (18279.970000 sec): 3 clusters
  Score: Raw -349753.275622 + Penalty 2606.694724 = -347146.580899
  nChanged 1
		SP:Iteration 21Q (18279.980000 sec): 3 clusters
  Score: Raw -349753.551503 + Penalty 2606.694724 = -347146.856779
  nChanged 1
		SP:Iteration 22Q (18279.980000 sec): 3 clusters
  Score: Raw -349753.906061 + Penalty 2606.694724 = -347147.211337
  nChanged 0
		SP:Iteration 23F (18279.990000 sec): 3 clusters
  Score: Raw -349753.906061 + Penalty 2606.694724 = -347147.211337
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18280.000000 sec): 2 clusters
  Score: Raw -351708.806496 + Penalty 1313.941639 = -350394.864857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18280.010000 sec): 3 clusters
  Score: Raw -350120.566308 + Penalty 2627.883278 = -347492.683030
  nChanged 1243
		SP:Iteration 1F (18280.020000 sec): 3 clusters
  Score: Raw -350865.669693 + Penalty 2627.883278 = -348237.786415
  nChanged 266
		SP:Iteration 2F (18280.020000 sec): 3 clusters
  Score: Raw -351067.616730 + Penalty 2627.883278 = -348439.733452
  nChanged 216
		SP:Iteration 3F (18280.030000 sec): 3 clusters
  Score: Raw -351261.042558 + Penalty 2627.883278 = -348633.159280
  nChanged 201
		SP:Iteration 4F (18280.040000 sec): 3 clusters
  Score: Raw -351437.332658 + Penalty 2627.883278 = -348809.449380
  nChanged 173
		SP:Iteration 5F (18280.050000 sec): 3 clusters
  Score: Raw -351582.104166 + Penalty 2627.883278 = -348954.220889
  nChanged 151
		SP:Iteration 6Q (18280.060000 sec): 3 clusters
  Score: Raw -351719.910466 + Penalty 2627.883278 = -349092.027188
  nChanged 145
		SP:Iteration 7Q (18280.060000 sec): 3 clusters
  Score: Raw -351835.903556 + Penalty 2627.883278 = -349208.020278
  nChanged 122
		SP:Iteration 8Q (18280.070000 sec): 3 clusters
  Score: Raw -351919.855521 + Penalty 2627.883278 = -349291.972243
  nChanged 97
		SP:Iteration 9Q (18280.080000 sec): 3 clusters
  Score: Raw -351975.618729 + Penalty 2627.883278 = -349347.735451
  nChanged 61
		SP:Iteration 10Q (18280.080000 sec): 3 clusters
  Score: Raw -352012.890223 + Penalty 2627.883278 = -349385.006945
  nChanged 51
		SP:Iteration 11Q (18280.090000 sec): 3 clusters
  Score: Raw -352043.246064 + Penalty 2627.883278 = -349415.362786
  nChanged 45
		SP:Iteration 12Q (18280.100000 sec): 3 clusters
  Score: Raw -352062.301532 + Penalty 2627.883278 = -349434.418254
  nChanged 27
		SP:Iteration 13Q (18280.110000 sec): 3 clusters
  Score: Raw -352072.812252 + Penalty 2627.883278 = -349444.928974
  nChanged 18
		SP:Iteration 14Q (18280.110000 sec): 3 clusters
  Score: Raw -352080.090552 + Penalty 2627.883278 = -349452.207274
  nChanged 15
		SP:Iteration 15Q (18280.120000 sec): 3 clusters
  Score: Raw -352085.173482 + Penalty 2627.883278 = -349457.290204
  nChanged 15
		SP:Iteration 16Q (18280.130000 sec): 3 clusters
  Score: Raw -352090.725933 + Penalty 2627.883278 = -349462.842656
  nChanged 16
		SP:Iteration 17Q (18280.140000 sec): 3 clusters
  Score: Raw -352094.967530 + Penalty 2627.883278 = -349467.084252
  nChanged 9
		SP:Iteration 18Q (18280.140000 sec): 3 clusters
  Score: Raw -352098.088291 + Penalty 2627.883278 = -349470.205013
  nChanged 16
		SP:Iteration 19Q (18280.150000 sec): 3 clusters
  Score: Raw -352102.564146 + Penalty 2627.883278 = -349474.680868
  nChanged 14
		SP:Iteration 20F (18280.160000 sec): 3 clusters
  Score: Raw -352108.619787 + Penalty 2627.883278 = -349480.736509
  nChanged 19
		SP:Iteration 21Q (18280.160000 sec): 3 clusters
  Score: Raw -352116.737326 + Penalty 2627.883278 = -349488.854048
  nChanged 23
		SP:Iteration 22Q (18280.170000 sec): 3 clusters
  Score: Raw -352125.878583 + Penalty 2627.883278 = -349497.995305
  nChanged 22
		SP:Iteration 23Q (18280.180000 sec): 3 clusters
  Score: Raw -352134.827472 + Penalty 2627.883278 = -349506.944194
  nChanged 22
		SP:Iteration 24Q (18280.190000 sec): 3 clusters
  Score: Raw -352144.762067 + Penalty 2627.883278 = -349516.878789
  nChanged 28
		SP:Iteration 25Q (18280.200000 sec): 3 clusters
  Score: Raw -352159.707420 + Penalty 2627.883278 = -349531.824142
  nChanged 39
		SP:Iteration 26Q (18280.200000 sec): 3 clusters
  Score: Raw -352181.908055 + Penalty 2627.883278 = -349554.024777
  nChanged 35
		SP:Iteration 27Q (18280.210000 sec): 3 clusters
  Score: Raw -352199.855520 + Penalty 2627.883278 = -349571.972242
  nChanged 40
		SP:Iteration 28Q (18280.220000 sec): 3 clusters
  Score: Raw -352219.242925 + Penalty 2627.883278 = -349591.359647
  nChanged 45
		SP:Iteration 29Q (18280.220000 sec): 3 clusters
  Score: Raw -352244.916027 + Penalty 2627.883278 = -349617.032749
  nChanged 45
		SP:Iteration 30Q (18280.230000 sec): 3 clusters
  Score: Raw -352272.850064 + Penalty 2627.883278 = -349644.966787
  nChanged 43
		SP:Iteration 31Q (18280.240000 sec): 3 clusters
  Score: Raw -352299.664647 + Penalty 2627.883278 = -349671.781369
  nChanged 42
		SP:Iteration 32Q (18280.240000 sec): 3 clusters
  Score: Raw -352320.736962 + Penalty 2627.883278 = -349692.853684
  nChanged 39
		SP:Iteration 33Q (18280.250000 sec): 3 clusters
  Score: Raw -352339.234774 + Penalty 2627.883278 = -349711.351497
  nChanged 39
		SP:Iteration 34Q (18280.260000 sec): 3 clusters
  Score: Raw -352363.968251 + Penalty 2627.883278 = -349736.084973
  nChanged 43
		SP:Iteration 35Q (18280.260000 sec): 3 clusters
  Score: Raw -352389.644013 + Penalty 2627.883278 = -349761.760735
  nChanged 44
		SP:Iteration 36Q (18280.270000 sec): 3 clusters
  Score: Raw -352413.657131 + Penalty 2627.883278 = -349785.773853
  nChanged 45
		SP:Iteration 37Q (18280.280000 sec): 3 clusters
  Score: Raw -352446.241149 + Penalty 2627.883278 = -349818.357871
  nChanged 48
		SP:Iteration 38Q (18280.280000 sec): 3 clusters
  Score: Raw -352485.494842 + Penalty 2627.883278 = -349857.611564
  nChanged 43
		SP:Iteration 39Q (18280.290000 sec): 3 clusters
  Score: Raw -352512.014752 + Penalty 2627.883278 = -349884.131474
  nChanged 41
		SP:Iteration 40F (18280.300000 sec): 3 clusters
  Score: Raw -352534.618264 + Penalty 2627.883278 = -349906.734986
  nChanged 31
		SP:Iteration 41Q (18280.310000 sec): 3 clusters
  Score: Raw -352551.784967 + Penalty 2627.883278 = -349923.901689
  nChanged 35
		SP:Iteration 42Q (18280.310000 sec): 3 clusters
  Score: Raw -352569.054077 + Penalty 2627.883278 = -349941.170800
  nChanged 22
		SP:Iteration 43Q (18280.320000 sec): 3 clusters
  Score: Raw -352578.360473 + Penalty 2627.883278 = -349950.477196
  nChanged 20
		SP:Iteration 44Q (18280.320000 sec): 3 clusters
  Score: Raw -352586.474896 + Penalty 2627.883278 = -349958.591618
  nChanged 13
		SP:Iteration 45Q (18280.330000 sec): 3 clusters
  Score: Raw -352593.170018 + Penalty 2627.883278 = -349965.286740
  nChanged 14
		SP:Iteration 46Q (18280.340000 sec): 3 clusters
  Score: Raw -352598.965943 + Penalty 2627.883278 = -349971.082665
  nChanged 9
		SP:Iteration 47Q (18280.340000 sec): 3 clusters
  Score: Raw -352601.882052 + Penalty 2627.883278 = -349973.998774
  nChanged 7
		SP:Iteration 48Q (18280.350000 sec): 3 clusters
  Score: Raw -352604.365914 + Penalty 2627.883278 = -349976.482636
  nChanged 9
		SP:Iteration 49Q (18280.360000 sec): 3 clusters
  Score: Raw -352607.678011 + Penalty 2627.883278 = -349979.794733
  nChanged 6
		SP:Iteration 50Q (18280.360000 sec): 3 clusters
  Score: Raw -352610.084185 + Penalty 2627.883278 = -349982.200908
  nChanged 2
		SP:Iteration 51Q (18280.370000 sec): 3 clusters
  Score: Raw -352610.313917 + Penalty 2627.883278 = -349982.430640
  nChanged 1
		SP:Iteration 52Q (18280.380000 sec): 3 clusters
  Score: Raw -352610.529303 + Penalty 2627.883278 = -349982.646025
  nChanged 1
		SP:Iteration 53Q (18280.380000 sec): 3 clusters
  Score: Raw -352610.954670 + Penalty 2627.883278 = -349983.071392
  nChanged 1
		SP:Iteration 54Q (18280.390000 sec): 3 clusters
  Score: Raw -352611.378435 + Penalty 2627.883278 = -349983.495157
  nChanged 1
		SP:Iteration 55Q (18280.400000 sec): 3 clusters
  Score: Raw -352611.663027 + Penalty 2627.883278 = -349983.779749
  nChanged 1
		SP:Iteration 56Q (18280.400000 sec): 3 clusters
  Score: Raw -352612.278359 + Penalty 2627.883278 = -349984.395081
  nChanged 3
		SP:Iteration 57Q (18280.410000 sec): 3 clusters
  Score: Raw -352615.006059 + Penalty 2627.883278 = -349987.122781
  nChanged 5
		SP:Iteration 58Q (18280.420000 sec): 3 clusters
  Score: Raw -352616.661718 + Penalty 2627.883278 = -349988.778440
  nChanged 1
		SP:Iteration 59Q (18280.420000 sec): 3 clusters
  Score: Raw -352616.736609 + Penalty 2627.883278 = -349988.853331
  nChanged 0
		SP:Iteration 60F (18280.430000 sec): 3 clusters
  Score: Raw -352616.736609 + Penalty 2627.883278 = -349988.853331
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (8745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18280.460000 sec): 2 clusters
  Score: Raw -1047804.635284 + Penalty 1474.888575 = -1046329.746708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18280.480000 sec): 3 clusters
  Score: Raw -1042901.486207 + Penalty 2949.777151 = -1039951.709056
  nChanged 3709
		SP:Iteration 1F (18280.500000 sec): 3 clusters
  Score: Raw -1045040.092507 + Penalty 2949.777151 = -1042090.315356
  nChanged 622
		SP:Iteration 2F (18280.520000 sec): 3 clusters
  Score: Raw -1045420.424760 + Penalty 2949.777151 = -1042470.647609
  nChanged 508
		SP:Iteration 3F (18280.540000 sec): 3 clusters
  Score: Raw -1045758.752408 + Penalty 2949.777151 = -1042808.975257
  nChanged 469
		SP:Iteration 4F (18280.560000 sec): 3 clusters
  Score: Raw -1046068.069062 + Penalty 2949.777151 = -1043118.291911
  nChanged 442
		SP:Iteration 5F (18280.580000 sec): 3 clusters
  Score: Raw -1046298.499652 + Penalty 2949.777151 = -1043348.722502
  nChanged 364
		SP:Iteration 6Q (18280.600000 sec): 3 clusters
  Score: Raw -1046459.905376 + Penalty 2949.777151 = -1043510.128225
  nChanged 321
		SP:Iteration 7Q (18280.620000 sec): 3 clusters
  Score: Raw -1046606.159367 + Penalty 2949.777151 = -1043656.382216
  nChanged 303
		SP:Iteration 8Q (18280.640000 sec): 3 clusters
  Score: Raw -1046738.187807 + Penalty 2949.777151 = -1043788.410656
  nChanged 246
		SP:Iteration 9Q (18280.660000 sec): 3 clusters
  Score: Raw -1046833.535504 + Penalty 2949.777151 = -1043883.758353
  nChanged 226
		SP:Iteration 10Q (18280.680000 sec): 3 clusters
  Score: Raw -1046920.656457 + Penalty 2949.777151 = -1043970.879306
  nChanged 198
		SP:Iteration 11Q (18280.700000 sec): 3 clusters
  Score: Raw -1046989.824879 + Penalty 2949.777151 = -1044040.047728
  nChanged 172
		SP:Iteration 12Q (18280.720000 sec): 3 clusters
  Score: Raw -1047041.091031 + Penalty 2949.777151 = -1044091.313880
  nChanged 163
		SP:Iteration 13Q (18280.750000 sec): 3 clusters
  Score: Raw -1047096.502286 + Penalty 2949.777151 = -1044146.725135
  nChanged 185
		SP:Iteration 14Q (18280.770000 sec): 3 clusters
  Score: Raw -1047167.932860 + Penalty 2949.777151 = -1044218.155709
  nChanged 184
		SP:Iteration 15Q (18280.790000 sec): 3 clusters
  Score: Raw -1047239.647659 + Penalty 2949.777151 = -1044289.870508
  nChanged 179
		SP:Iteration 16Q (18280.810000 sec): 3 clusters
  Score: Raw -1047308.039743 + Penalty 2949.777151 = -1044358.262592
  nChanged 165
		SP:Iteration 17Q (18280.830000 sec): 3 clusters
  Score: Raw -1047367.042413 + Penalty 2949.777151 = -1044417.265262
  nChanged 153
		SP:Iteration 18Q (18280.850000 sec): 3 clusters
  Score: Raw -1047417.152770 + Penalty 2949.777151 = -1044467.375619
  nChanged 130
		SP:Iteration 19Q (18280.870000 sec): 3 clusters
  Score: Raw -1047456.598069 + Penalty 2949.777151 = -1044506.820918
  nChanged 106
		SP:Iteration 20F (18280.890000 sec): 3 clusters
  Score: Raw -1047490.783644 + Penalty 2949.777151 = -1044541.006493
  nChanged 112
		SP:Iteration 21Q (18280.910000 sec): 3 clusters
  Score: Raw -1047528.490079 + Penalty 2949.777151 = -1044578.712928
  nChanged 114
		SP:Iteration 22Q (18280.930000 sec): 3 clusters
  Score: Raw -1047569.878835 + Penalty 2949.777151 = -1044620.101684
  nChanged 127
		SP:Iteration 23Q (18280.950000 sec): 3 clusters
  Score: Raw -1047613.594999 + Penalty 2949.777151 = -1044663.817848
  nChanged 114
		SP:Iteration 24Q (18280.970000 sec): 3 clusters
  Score: Raw -1047647.905487 + Penalty 2949.777151 = -1044698.128336
  nChanged 77
		SP:Iteration 25Q (18280.990000 sec): 3 clusters
  Score: Raw -1047671.435260 + Penalty 2949.777151 = -1044721.658109
  nChanged 87
		SP:Iteration 26Q (18281.010000 sec): 3 clusters
  Score: Raw -1047697.894092 + Penalty 2949.777151 = -1044748.116941
  nChanged 104
		SP:Iteration 27Q (18281.030000 sec): 3 clusters
  Score: Raw -1047734.687285 + Penalty 2949.777151 = -1044784.910134
  nChanged 101
		SP:Iteration 28Q (18281.040000 sec): 3 clusters
  Score: Raw -1047767.461019 + Penalty 2949.777151 = -1044817.683868
  nChanged 94
		SP:Iteration 29Q (18281.060000 sec): 3 clusters
  Score: Raw -1047804.144533 + Penalty 2949.777151 = -1044854.367382
  nChanged 111
		SP:Iteration 30Q (18281.080000 sec): 3 clusters
  Score: Raw -1047846.895963 + Penalty 2949.777151 = -1044897.118812
  nChanged 108
		SP:Iteration 31Q (18281.100000 sec): 3 clusters
  Score: Raw -1047885.873615 + Penalty 2949.777151 = -1044936.096464
  nChanged 108
		SP:Iteration 32Q (18281.120000 sec): 3 clusters
  Score: Raw -1047936.024207 + Penalty 2949.777151 = -1044986.247056
  nChanged 117
		SP:Iteration 33Q (18281.140000 sec): 3 clusters
  Score: Raw -1047988.465656 + Penalty 2949.777151 = -1045038.688505
  nChanged 120
		SP:Iteration 34Q (18281.160000 sec): 3 clusters
  Score: Raw -1048050.652982 + Penalty 2949.777151 = -1045100.875831
  nChanged 123
		SP:Iteration 35Q (18281.180000 sec): 3 clusters
  Score: Raw -1048107.170910 + Penalty 2949.777151 = -1045157.393759
  nChanged 98
		SP:Iteration 36Q (18281.200000 sec): 3 clusters
  Score: Raw -1048149.170114 + Penalty 2949.777151 = -1045199.392963
  nChanged 110
		SP:Iteration 37Q (18281.220000 sec): 3 clusters
  Score: Raw -1048198.443537 + Penalty 2949.777151 = -1045248.666386
  nChanged 97
		SP:Iteration 38Q (18281.240000 sec): 3 clusters
  Score: Raw -1048236.263471 + Penalty 2949.777151 = -1045286.486320
  nChanged 79
		SP:Iteration 39Q (18281.260000 sec): 3 clusters
  Score: Raw -1048264.916812 + Penalty 2949.777151 = -1045315.139662
  nChanged 77
		SP:Iteration 40F (18281.280000 sec): 3 clusters
  Score: Raw -1048299.491197 + Penalty 2949.777151 = -1045349.714046
  nChanged 89
		SP:Iteration 41Q (18281.290000 sec): 3 clusters
  Score: Raw -1048335.963529 + Penalty 2949.777151 = -1045386.186378
  nChanged 76
		SP:Iteration 42Q (18281.310000 sec): 3 clusters
  Score: Raw -1048369.679842 + Penalty 2949.777151 = -1045419.902691
  nChanged 75
		SP:Iteration 43Q (18281.330000 sec): 3 clusters
  Score: Raw -1048398.211538 + Penalty 2949.777151 = -1045448.434387
  nChanged 60
		SP:Iteration 44Q (18281.350000 sec): 3 clusters
  Score: Raw -1048422.348361 + Penalty 2949.777151 = -1045472.571210
  nChanged 58
		SP:Iteration 45Q (18281.360000 sec): 3 clusters
  Score: Raw -1048441.054970 + Penalty 2949.777151 = -1045491.277819
  nChanged 49
		SP:Iteration 46Q (18281.380000 sec): 3 clusters
  Score: Raw -1048458.831958 + Penalty 2949.777151 = -1045509.054807
  nChanged 49
		SP:Iteration 47Q (18281.400000 sec): 3 clusters
  Score: Raw -1048472.419530 + Penalty 2949.777151 = -1045522.642379
  nChanged 46
		SP:Iteration 48Q (18281.420000 sec): 3 clusters
  Score: Raw -1048488.323636 + Penalty 2949.777151 = -1045538.546485
  nChanged 46
		SP:Iteration 49Q (18281.430000 sec): 3 clusters
  Score: Raw -1048501.500813 + Penalty 2949.777151 = -1045551.723662
  nChanged 34
		SP:Iteration 50Q (18281.450000 sec): 3 clusters
  Score: Raw -1048511.630620 + Penalty 2949.777151 = -1045561.853469
  nChanged 27
		SP:Iteration 51Q (18281.470000 sec): 3 clusters
  Score: Raw -1048518.900605 + Penalty 2949.777151 = -1045569.123454
  nChanged 21
		SP:Iteration 52Q (18281.480000 sec): 3 clusters
  Score: Raw -1048525.291368 + Penalty 2949.777151 = -1045575.514217
  nChanged 25
		SP:Iteration 53Q (18281.500000 sec): 3 clusters
  Score: Raw -1048532.045689 + Penalty 2949.777151 = -1045582.268538
  nChanged 20
		SP:Iteration 54Q (18281.520000 sec): 3 clusters
  Score: Raw -1048536.534893 + Penalty 2949.777151 = -1045586.757742
  nChanged 13
		SP:Iteration 55Q (18281.540000 sec): 3 clusters
  Score: Raw -1048538.795244 + Penalty 2949.777151 = -1045589.018094
  nChanged 9
		SP:Iteration 56Q (18281.550000 sec): 3 clusters
  Score: Raw -1048540.486616 + Penalty 2949.777151 = -1045590.709465
  nChanged 10
		SP:Iteration 57Q (18281.570000 sec): 3 clusters
  Score: Raw -1048542.223235 + Penalty 2949.777151 = -1045592.446085
  nChanged 6
		SP:Iteration 58Q (18281.590000 sec): 3 clusters
  Score: Raw -1048544.321193 + Penalty 2949.777151 = -1045594.544042
  nChanged 6
		SP:Iteration 59Q (18281.600000 sec): 3 clusters
  Score: Raw -1048546.012437 + Penalty 2949.777151 = -1045596.235287
  nChanged 7
		SP:Iteration 60F (18281.620000 sec): 3 clusters
  Score: Raw -1048548.387300 + Penalty 2949.777151 = -1045598.610149
  nChanged 4
		SP:Iteration 61Q (18281.640000 sec): 3 clusters
  Score: Raw -1048549.169791 + Penalty 2949.777151 = -1045599.392640
  nChanged 5
		SP:Iteration 62Q (18281.660000 sec): 3 clusters
  Score: Raw -1048550.135021 + Penalty 2949.777151 = -1045600.357870
  nChanged 6
		SP:Iteration 63Q (18281.680000 sec): 3 clusters
  Score: Raw -1048551.579722 + Penalty 2949.777151 = -1045601.802572
  nChanged 6
		SP:Iteration 64Q (18281.690000 sec): 3 clusters
  Score: Raw -1048552.537168 + Penalty 2949.777151 = -1045602.760017
  nChanged 5
		SP:Iteration 65Q (18281.710000 sec): 3 clusters
  Score: Raw -1048553.348873 + Penalty 2949.777151 = -1045603.571722
  nChanged 5
		SP:Iteration 66Q (18281.730000 sec): 3 clusters
  Score: Raw -1048554.918973 + Penalty 2949.777151 = -1045605.141822
  nChanged 10
		SP:Iteration 67Q (18281.740000 sec): 3 clusters
  Score: Raw -1048557.564106 + Penalty 2949.777151 = -1045607.786955
  nChanged 11
		SP:Iteration 68Q (18281.760000 sec): 3 clusters
  Score: Raw -1048559.825477 + Penalty 2949.777151 = -1045610.048326
  nChanged 14
		SP:Iteration 69Q (18281.780000 sec): 3 clusters
  Score: Raw -1048563.053293 + Penalty 2949.777151 = -1045613.276142
  nChanged 10
		SP:Iteration 70Q (18281.800000 sec): 3 clusters
  Score: Raw -1048566.302508 + Penalty 2949.777151 = -1045616.525357
  nChanged 10
		SP:Iteration 71Q (18281.810000 sec): 3 clusters
  Score: Raw -1048568.070676 + Penalty 2949.777151 = -1045618.293526
  nChanged 6
		SP:Iteration 72Q (18281.830000 sec): 3 clusters
  Score: Raw -1048569.524393 + Penalty 2949.777151 = -1045619.747242
  nChanged 5
		SP:Iteration 73Q (18281.840000 sec): 3 clusters
  Score: Raw -1048570.673164 + Penalty 2949.777151 = -1045620.896013
  nChanged 4
		SP:Iteration 74Q (18281.860000 sec): 3 clusters
  Score: Raw -1048571.511804 + Penalty 2949.777151 = -1045621.734653
  nChanged 6
		SP:Iteration 75Q (18281.880000 sec): 3 clusters
  Score: Raw -1048572.400910 + Penalty 2949.777151 = -1045622.623759
  nChanged 2
		SP:Iteration 76Q (18281.900000 sec): 3 clusters
  Score: Raw -1048572.574914 + Penalty 2949.777151 = -1045622.797763
  nChanged 2
		SP:Iteration 77Q (18281.910000 sec): 3 clusters
  Score: Raw -1048572.707602 + Penalty 2949.777151 = -1045622.930451
  nChanged 1
		SP:Iteration 78Q (18281.930000 sec): 3 clusters
  Score: Raw -1048572.799756 + Penalty 2949.777151 = -1045623.022605
  nChanged 3
		SP:Iteration 79Q (18281.950000 sec): 3 clusters
  Score: Raw -1048573.500439 + Penalty 2949.777151 = -1045623.723288
  nChanged 2
		SP:Iteration 80F (18281.970000 sec): 3 clusters
  Score: Raw -1048573.740572 + Penalty 2949.777151 = -1045623.963421
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18281.980000 sec): 2 clusters
  Score: Raw -144594.531580 + Penalty 1167.502237 = -143427.029343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18281.980000 sec): 3 clusters
  Score: Raw -144110.338209 + Penalty 2335.004475 = -141775.333734
  nChanged 435
		SP:Iteration 1F (18281.980000 sec): 3 clusters
  Score: Raw -144443.339380 + Penalty 2335.004475 = -142108.334905
  nChanged 89
		SP:Iteration 2F (18281.990000 sec): 3 clusters
  Score: Raw -144507.895962 + Penalty 2335.004475 = -142172.891487
  nChanged 46
		SP:Iteration 3Q (18281.990000 sec): 3 clusters
  Score: Raw -144546.029222 + Penalty 2335.004475 = -142211.024748
  nChanged 32
		SP:Iteration 4Q (18281.990000 sec): 3 clusters
  Score: Raw -144575.712198 + Penalty 2335.004475 = -142240.707724
  nChanged 29
		SP:Iteration 5Q (18282.000000 sec): 3 clusters
  Score: Raw -144598.286659 + Penalty 2335.004475 = -142263.282184
  nChanged 17
		SP:Iteration 6Q (18282.000000 sec): 3 clusters
  Score: Raw -144611.386416 + Penalty 2335.004475 = -142276.381941
  nChanged 15
		SP:Iteration 7Q (18282.000000 sec): 3 clusters
  Score: Raw -144629.006543 + Penalty 2335.004475 = -142294.002068
  nChanged 16
		SP:Iteration 8Q (18282.000000 sec): 3 clusters
  Score: Raw -144640.866691 + Penalty 2335.004475 = -142305.862216
  nChanged 15
		SP:Iteration 9Q (18282.010000 sec): 3 clusters
  Score: Raw -144646.923958 + Penalty 2335.004475 = -142311.919483
  nChanged 4
		SP:Iteration 10Q (18282.010000 sec): 3 clusters
  Score: Raw -144648.661880 + Penalty 2335.004475 = -142313.657405
  nChanged 5
		SP:Iteration 11Q (18282.010000 sec): 3 clusters
  Score: Raw -144651.027453 + Penalty 2335.004475 = -142316.022978
  nChanged 4
		SP:Iteration 12Q (18282.020000 sec): 3 clusters
  Score: Raw -144653.037821 + Penalty 2335.004475 = -142318.033346
  nChanged 2
		SP:Iteration 13Q (18282.020000 sec): 3 clusters
  Score: Raw -144654.533140 + Penalty 2335.004475 = -142319.528666
  nChanged 3
		SP:Iteration 14Q (18282.020000 sec): 3 clusters
  Score: Raw -144656.187876 + Penalty 2335.004475 = -142321.183401
  nChanged 4
		SP:Iteration 15Q (18282.030000 sec): 3 clusters
  Score: Raw -144658.784281 + Penalty 2335.004475 = -142323.779806
  nChanged 5
		SP:Iteration 16Q (18282.030000 sec): 3 clusters
  Score: Raw -144660.616021 + Penalty 2335.004475 = -142325.611546
  nChanged 3
		SP:Iteration 17Q (18282.030000 sec): 3 clusters
  Score: Raw -144663.188885 + Penalty 2335.004475 = -142328.184410
  nChanged 3
		SP:Iteration 18Q (18282.040000 sec): 3 clusters
  Score: Raw -144664.552138 + Penalty 2335.004475 = -142329.547664
  nChanged 2
		SP:Iteration 19Q (18282.040000 sec): 3 clusters
  Score: Raw -144667.974691 + Penalty 2335.004475 = -142332.970216
  nChanged 4
		SP:Iteration 20F (18282.040000 sec): 3 clusters
  Score: Raw -144673.215507 + Penalty 2335.004475 = -142338.211033
  nChanged 2
		SP:Iteration 21Q (18282.040000 sec): 3 clusters
  Score: Raw -144675.563942 + Penalty 2335.004475 = -142340.559468
  nChanged 4
		SP:Iteration 22Q (18282.050000 sec): 3 clusters
  Score: Raw -144680.825206 + Penalty 2335.004475 = -142345.820731
  nChanged 7
		SP:Iteration 23Q (18282.050000 sec): 3 clusters
  Score: Raw -144690.083683 + Penalty 2335.004475 = -142355.079209
  nChanged 8
		SP:Iteration 24Q (18282.050000 sec): 3 clusters
  Score: Raw -144700.659505 + Penalty 2335.004475 = -142365.655030
  nChanged 17
		SP:Iteration 25Q (18282.060000 sec): 3 clusters
  Score: Raw -144715.973794 + Penalty 2335.004475 = -142380.969319
  nChanged 16
		SP:Iteration 26Q (18282.060000 sec): 3 clusters
  Score: Raw -144725.852678 + Penalty 2335.004475 = -142390.848203
  nChanged 9
		SP:Iteration 27Q (18282.060000 sec): 3 clusters
  Score: Raw -144730.677859 + Penalty 2335.004475 = -142395.673384
  nChanged 4
		SP:Iteration 28Q (18282.060000 sec): 3 clusters
  Score: Raw -144732.788888 + Penalty 2335.004475 = -142397.784414
  nChanged 5
		SP:Iteration 29Q (18282.070000 sec): 3 clusters
  Score: Raw -144735.003528 + Penalty 2335.004475 = -142399.999053
  nChanged 4
		SP:Iteration 30Q (18282.070000 sec): 3 clusters
  Score: Raw -144736.973760 + Penalty 2335.004475 = -142401.969285
  nChanged 4
		SP:Iteration 31Q (18282.080000 sec): 3 clusters
  Score: Raw -144739.047541 + Penalty 2335.004475 = -142404.043067
  nChanged 1
		SP:Iteration 32Q (18282.080000 sec): 3 clusters
  Score: Raw -144739.218415 + Penalty 2335.004475 = -142404.213940
  nChanged 0
		SP:Iteration 33F (18282.080000 sec): 3 clusters
  Score: Raw -144739.218415 + Penalty 2335.004475 = -142404.213940
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (42497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18282.200000 sec): 2 clusters
  Score: Raw -4873141.754257 + Penalty 1731.793174 = -4871409.961083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18282.300000 sec): 3 clusters
  Score: Raw -4846381.919509 + Penalty 3463.586348 = -4842918.333161
  nChanged 19898
		SP:Iteration 1F (18282.410000 sec): 3 clusters
  Score: Raw -4857954.251241 + Penalty 3463.586348 = -4854490.664892
  nChanged 1824
		SP:Iteration 2Q (18282.520000 sec): 3 clusters
  Score: Raw -4858594.483000 + Penalty 3463.586348 = -4855130.896652
  nChanged 1955
		SP:Iteration 3Q (18282.620000 sec): 3 clusters
  Score: Raw -4859394.230520 + Penalty 3463.586348 = -4855930.644171
  nChanged 2107
		SP:Iteration 4Q (18282.730000 sec): 3 clusters
  Score: Raw -4860424.281756 + Penalty 3463.586348 = -4856960.695408
  nChanged 2259
		SP:Iteration 5F (18282.830000 sec): 3 clusters
  Score: Raw -4861658.910633 + Penalty 3463.586348 = -4858195.324285
  nChanged 2426
		SP:Iteration 6F (18282.940000 sec): 3 clusters
  Score: Raw -4863143.036246 + Penalty 3463.586348 = -4859679.449898
  nChanged 2427
		SP:Iteration 7F (18283.040000 sec): 3 clusters
  Score: Raw -4864728.186330 + Penalty 3463.586348 = -4861264.599982
  nChanged 2271
		SP:Iteration 8F (18283.140000 sec): 3 clusters
  Score: Raw -4866238.974338 + Penalty 3463.586348 = -4862775.387990
  nChanged 2013
		SP:Iteration 9Q (18283.250000 sec): 3 clusters
  Score: Raw -4867352.356869 + Penalty 3463.586348 = -4863888.770521
  nChanged 1480
		SP:Iteration 10Q (18283.350000 sec): 3 clusters
  Score: Raw -4868001.731661 + Penalty 3463.586348 = -4864538.145313
  nChanged 1142
		SP:Iteration 11Q (18283.460000 sec): 3 clusters
  Score: Raw -4868444.226043 + Penalty 3463.586348 = -4864980.639695
  nChanged 906
		SP:Iteration 12Q (18283.560000 sec): 3 clusters
  Score: Raw -4868756.340684 + Penalty 3463.586348 = -4865292.754335
  nChanged 780
		SP:Iteration 13Q (18283.660000 sec): 3 clusters
  Score: Raw -4869019.431118 + Penalty 3463.586348 = -4865555.844770
  nChanged 738
		SP:Iteration 14Q (18283.760000 sec): 3 clusters
  Score: Raw -4869273.749608 + Penalty 3463.586348 = -4865810.163259
  nChanged 698
		SP:Iteration 15Q (18283.860000 sec): 3 clusters
  Score: Raw -4869532.320419 + Penalty 3463.586348 = -4866068.734071
  nChanged 679
		SP:Iteration 16Q (18283.950000 sec): 3 clusters
  Score: Raw -4869798.092545 + Penalty 3463.586348 = -4866334.506197
  nChanged 666
		SP:Iteration 17Q (18284.050000 sec): 3 clusters
  Score: Raw -4870079.209707 + Penalty 3463.586348 = -4866615.623358
  nChanged 662
		SP:Iteration 18Q (18284.150000 sec): 3 clusters
  Score: Raw -4870375.348898 + Penalty 3463.586348 = -4866911.762550
  nChanged 638
		SP:Iteration 19Q (18284.240000 sec): 3 clusters
  Score: Raw -4870691.192315 + Penalty 3463.586348 = -4867227.605967
  nChanged 602
		SP:Iteration 20F (18284.350000 sec): 3 clusters
  Score: Raw -4871036.742067 + Penalty 3463.586348 = -4867573.155718
  nChanged 607
		SP:Iteration 21Q (18284.440000 sec): 3 clusters
  Score: Raw -4871425.433866 + Penalty 3463.586348 = -4867961.847518
  nChanged 543
		SP:Iteration 22Q (18284.530000 sec): 3 clusters
  Score: Raw -4871792.629281 + Penalty 3463.586348 = -4868329.042932
  nChanged 513
		SP:Iteration 23Q (18284.620000 sec): 3 clusters
  Score: Raw -4872126.793477 + Penalty 3463.586348 = -4868663.207129
  nChanged 443
		SP:Iteration 24Q (18284.720000 sec): 3 clusters
  Score: Raw -4872374.754158 + Penalty 3463.586348 = -4868911.167810
  nChanged 395
		SP:Iteration 25Q (18284.800000 sec): 3 clusters
  Score: Raw -4872547.687014 + Penalty 3463.586348 = -4869084.100666
  nChanged 323
		SP:Iteration 26Q (18284.890000 sec): 3 clusters
  Score: Raw -4872665.104636 + Penalty 3463.586348 = -4869201.518288
  nChanged 247
		SP:Iteration 27Q (18284.980000 sec): 3 clusters
  Score: Raw -4872733.735588 + Penalty 3463.586348 = -4869270.149240
  nChanged 189
		SP:Iteration 28Q (18285.060000 sec): 3 clusters
  Score: Raw -4872776.904976 + Penalty 3463.586348 = -4869313.318628
  nChanged 160
		SP:Iteration 29Q (18285.150000 sec): 3 clusters
  Score: Raw -4872812.591911 + Penalty 3463.586348 = -4869349.005563
  nChanged 142
		SP:Iteration 30Q (18285.230000 sec): 3 clusters
  Score: Raw -4872843.426615 + Penalty 3463.586348 = -4869379.840267
  nChanged 124
		SP:Iteration 31Q (18285.320000 sec): 3 clusters
  Score: Raw -4872870.889571 + Penalty 3463.586348 = -4869407.303222
  nChanged 122
		SP:Iteration 32Q (18285.400000 sec): 3 clusters
  Score: Raw -4872898.685474 + Penalty 3463.586348 = -4869435.099125
  nChanged 124
		SP:Iteration 33Q (18285.480000 sec): 3 clusters
  Score: Raw -4872928.998419 + Penalty 3463.586348 = -4869465.412071
  nChanged 133
		SP:Iteration 34Q (18285.560000 sec): 3 clusters
  Score: Raw -4872958.414132 + Penalty 3463.586348 = -4869494.827784
  nChanged 123
		SP:Iteration 35Q (18285.650000 sec): 3 clusters
  Score: Raw -4872984.191580 + Penalty 3463.586348 = -4869520.605232
  nChanged 102
		SP:Iteration 36Q (18285.730000 sec): 3 clusters
  Score: Raw -4873005.607730 + Penalty 3463.586348 = -4869542.021382
  nChanged 104
		SP:Iteration 37Q (18285.810000 sec): 3 clusters
  Score: Raw -4873027.367032 + Penalty 3463.586348 = -4869563.780684
  nChanged 101
		SP:Iteration 38Q (18285.890000 sec): 3 clusters
  Score: Raw -4873048.661154 + Penalty 3463.586348 = -4869585.074806
  nChanged 114
		SP:Iteration 39Q (18285.970000 sec): 3 clusters
  Score: Raw -4873071.724901 + Penalty 3463.586348 = -4869608.138553
  nChanged 91
		SP:Iteration 40F (18286.080000 sec): 3 clusters
  Score: Raw -4873089.917908 + Penalty 3463.586348 = -4869626.331560
  nChanged 98
		SP:Iteration 41Q (18286.160000 sec): 3 clusters
  Score: Raw -4873110.398590 + Penalty 3463.586348 = -4869646.812242
  nChanged 115
		SP:Iteration 42Q (18286.240000 sec): 3 clusters
  Score: Raw -4873133.062616 + Penalty 3463.586348 = -4869669.476268
  nChanged 104
		SP:Iteration 43Q (18286.320000 sec): 3 clusters
  Score: Raw -4873156.582694 + Penalty 3463.586348 = -4869692.996346
  nChanged 113
		SP:Iteration 44Q (18286.400000 sec): 3 clusters
  Score: Raw -4873184.949623 + Penalty 3463.586348 = -4869721.363275
  nChanged 110
		SP:Iteration 45Q (18286.480000 sec): 3 clusters
  Score: Raw -4873213.051479 + Penalty 3463.586348 = -4869749.465131
  nChanged 101
		SP:Iteration 46Q (18286.560000 sec): 3 clusters
  Score: Raw -4873238.364318 + Penalty 3463.586348 = -4869774.777969
  nChanged 101
		SP:Iteration 47Q (18286.640000 sec): 3 clusters
  Score: Raw -4873262.858152 + Penalty 3463.586348 = -4869799.271804
  nChanged 87
		SP:Iteration 48Q (18286.720000 sec): 3 clusters
  Score: Raw -4873283.061345 + Penalty 3463.586348 = -4869819.474996
  nChanged 82
		SP:Iteration 49Q (18286.790000 sec): 3 clusters
  Score: Raw -4873300.680562 + Penalty 3463.586348 = -4869837.094214
  nChanged 83
		SP:Iteration 50Q (18286.870000 sec): 3 clusters
  Score: Raw -4873319.347476 + Penalty 3463.586348 = -4869855.761128
  nChanged 79
		SP:Iteration 51Q (18286.950000 sec): 3 clusters
  Score: Raw -4873340.628187 + Penalty 3463.586348 = -4869877.041839
  nChanged 82
		SP:Iteration 52Q (18287.030000 sec): 3 clusters
  Score: Raw -4873365.338068 + Penalty 3463.586348 = -4869901.751719
  nChanged 64
		SP:Iteration 53Q (18287.100000 sec): 3 clusters
  Score: Raw -4873382.295888 + Penalty 3463.586348 = -4869918.709540
  nChanged 63
		SP:Iteration 54Q (18287.180000 sec): 3 clusters
  Score: Raw -4873397.503379 + Penalty 3463.586348 = -4869933.917031
  nChanged 52
		SP:Iteration 55Q (18287.260000 sec): 3 clusters
  Score: Raw -4873409.554876 + Penalty 3463.586348 = -4869945.968527
  nChanged 42
		SP:Iteration 56Q (18287.340000 sec): 3 clusters
  Score: Raw -4873417.590225 + Penalty 3463.586348 = -4869954.003877
  nChanged 30
		SP:Iteration 57Q (18287.410000 sec): 3 clusters
  Score: Raw -4873423.819675 + Penalty 3463.586348 = -4869960.233327
  nChanged 38
		SP:Iteration 58Q (18287.490000 sec): 3 clusters
  Score: Raw -4873432.717980 + Penalty 3463.586348 = -4869969.131631
  nChanged 39
		SP:Iteration 59Q (18287.570000 sec): 3 clusters
  Score: Raw -4873442.134584 + Penalty 3463.586348 = -4869978.548235
  nChanged 40
		SP:Iteration 60F (18287.670000 sec): 3 clusters
  Score: Raw -4873453.346114 + Penalty 3463.586348 = -4869989.759766
  nChanged 46
		SP:Iteration 61Q (18287.750000 sec): 3 clusters
  Score: Raw -4873464.696883 + Penalty 3463.586348 = -4870001.110535
  nChanged 42
		SP:Iteration 62Q (18287.820000 sec): 3 clusters
  Score: Raw -4873477.174087 + Penalty 3463.586348 = -4870013.587739
  nChanged 51
		SP:Iteration 63Q (18287.900000 sec): 3 clusters
  Score: Raw -4873491.465246 + Penalty 3463.586348 = -4870027.878898
  nChanged 49
		SP:Iteration 64Q (18287.980000 sec): 3 clusters
  Score: Raw -4873503.835445 + Penalty 3463.586348 = -4870040.249097
  nChanged 45
		SP:Iteration 65Q (18288.060000 sec): 3 clusters
  Score: Raw -4873514.616593 + Penalty 3463.586348 = -4870051.030245
  nChanged 40
		SP:Iteration 66Q (18288.130000 sec): 3 clusters
  Score: Raw -4873524.427872 + Penalty 3463.586348 = -4870060.841524
  nChanged 37
		SP:Iteration 67Q (18288.210000 sec): 3 clusters
  Score: Raw -4873534.183421 + Penalty 3463.586348 = -4870070.597073
  nChanged 36
		SP:Iteration 68Q (18288.280000 sec): 3 clusters
  Score: Raw -4873544.302387 + Penalty 3463.586348 = -4870080.716038
  nChanged 34
		SP:Iteration 69Q (18288.360000 sec): 3 clusters
  Score: Raw -4873553.313344 + Penalty 3463.586348 = -4870089.726995
  nChanged 31
		SP:Iteration 70Q (18288.440000 sec): 3 clusters
  Score: Raw -4873559.510502 + Penalty 3463.586348 = -4870095.924154
  nChanged 23
		SP:Iteration 71Q (18288.510000 sec): 3 clusters
  Score: Raw -4873566.105689 + Penalty 3463.586348 = -4870102.519341
  nChanged 28
		SP:Iteration 72Q (18288.590000 sec): 3 clusters
  Score: Raw -4873574.682801 + Penalty 3463.586348 = -4870111.096452
  nChanged 27
		SP:Iteration 73Q (18288.660000 sec): 3 clusters
  Score: Raw -4873582.203241 + Penalty 3463.586348 = -4870118.616893
  nChanged 35
		SP:Iteration 74Q (18288.740000 sec): 3 clusters
  Score: Raw -4873592.708150 + Penalty 3463.586348 = -4870129.121802
  nChanged 29
		SP:Iteration 75Q (18288.810000 sec): 3 clusters
  Score: Raw -4873600.060034 + Penalty 3463.586348 = -4870136.473685
  nChanged 19
		SP:Iteration 76Q (18288.890000 sec): 3 clusters
  Score: Raw -4873606.141463 + Penalty 3463.586348 = -4870142.555115
  nChanged 23
		SP:Iteration 77Q (18288.960000 sec): 3 clusters
  Score: Raw -4873615.732068 + Penalty 3463.586348 = -4870152.145720
  nChanged 22
		SP:Iteration 78Q (18289.040000 sec): 3 clusters
  Score: Raw -4873621.148387 + Penalty 3463.586348 = -4870157.562039
  nChanged 22
		SP:Iteration 79Q (18289.110000 sec): 3 clusters
  Score: Raw -4873627.308005 + Penalty 3463.586348 = -4870163.721657
  nChanged 19
		SP:Iteration 80F (18289.220000 sec): 3 clusters
  Score: Raw -4873630.961513 + Penalty 3463.586348 = -4870167.375164
  nChanged 8
		SP:Iteration 81Q (18289.290000 sec): 3 clusters
  Score: Raw -4873634.866066 + Penalty 3463.586348 = -4870171.279718
  nChanged 11
		SP:Iteration 82Q (18289.360000 sec): 3 clusters
  Score: Raw -4873637.554257 + Penalty 3463.586348 = -4870173.967909
  nChanged 8
		SP:Iteration 83Q (18289.440000 sec): 3 clusters
  Score: Raw -4873640.043795 + Penalty 3463.586348 = -4870176.457447
  nChanged 7
		SP:Iteration 84Q (18289.510000 sec): 3 clusters
  Score: Raw -4873641.531792 + Penalty 3463.586348 = -4870177.945443
  nChanged 8
		SP:Iteration 85Q (18289.590000 sec): 3 clusters
  Score: Raw -4873643.344269 + Penalty 3463.586348 = -4870179.757920
  nChanged 7
		SP:Iteration 86Q (18289.660000 sec): 3 clusters
  Score: Raw -4873644.736822 + Penalty 3463.586348 = -4870181.150474
  nChanged 2
		SP:Iteration 87Q (18289.740000 sec): 3 clusters
  Score: Raw -4873645.009392 + Penalty 3463.586348 = -4870181.423044
  nChanged 2
		SP:Iteration 88Q (18289.810000 sec): 3 clusters
  Score: Raw -4873645.385316 + Penalty 3463.586348 = -4870181.798967
  nChanged 2
		SP:Iteration 89Q (18289.880000 sec): 3 clusters
  Score: Raw -4873645.496716 + Penalty 3463.586348 = -4870181.910368
  nChanged 1
		SP:Iteration 90Q (18289.960000 sec): 3 clusters
  Score: Raw -4873645.734055 + Penalty 3463.586348 = -4870182.147706
  nChanged 1
		SP:Iteration 91Q (18290.030000 sec): 3 clusters
  Score: Raw -4873645.827191 + Penalty 3463.586348 = -4870182.240843
  nChanged 2
		SP:Iteration 92Q (18290.110000 sec): 3 clusters
  Score: Raw -4873646.523851 + Penalty 3463.586348 = -4870182.937502
  nChanged 3
		SP:Iteration 93Q (18290.180000 sec): 3 clusters
  Score: Raw -4873647.069816 + Penalty 3463.586348 = -4870183.483468
  nChanged 2
		SP:Iteration 94Q (18290.260000 sec): 3 clusters
  Score: Raw -4873647.458864 + Penalty 3463.586348 = -4870183.872515
  nChanged 1
		SP:Iteration 95Q (18290.330000 sec): 3 clusters
  Score: Raw -4873647.637603 + Penalty 3463.586348 = -4870184.051255
  nChanged 0
		SP:Iteration 96F (18290.430000 sec): 3 clusters
  Score: Raw -4873647.637603 + Penalty 3463.586348 = -4870184.051255
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18290.460000 sec): 2 clusters
  Score: Raw -51024.764920 + Penalty 1003.915919 = -50020.849001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18290.460000 sec): 3 clusters
  Score: Raw -51045.443988 + Penalty 2007.831837 = -49037.612151
  nChanged 134
		SP:Iteration 1F (18290.460000 sec): 3 clusters
  Score: Raw -51286.273780 + Penalty 2007.831837 = -49278.441943
  nChanged 38
		SP:Iteration 2F (18290.460000 sec): 3 clusters
  Score: Raw -51386.428724 + Penalty 2007.831837 = -49378.596887
  nChanged 20
		SP:Iteration 3Q (18290.460000 sec): 3 clusters
  Score: Raw -51423.788530 + Penalty 2007.831837 = -49415.956693
  nChanged 12
		SP:Iteration 4Q (18290.460000 sec): 3 clusters
  Score: Raw -51449.250591 + Penalty 2007.831837 = -49441.418754
  nChanged 10
		SP:Iteration 5Q (18290.460000 sec): 3 clusters
  Score: Raw -51508.391276 + Penalty 2007.831837 = -49500.559438
  nChanged 15
		SP:Iteration 6Q (18290.460000 sec): 3 clusters
  Score: Raw -51546.702837 + Penalty 2007.831837 = -49538.871000
  nChanged 9
		SP:Iteration 7Q (18290.460000 sec): 3 clusters
  Score: Raw -51561.839445 + Penalty 2007.831837 = -49554.007608
  nChanged 1
		SP:Iteration 8Q (18290.460000 sec): 3 clusters
  Score: Raw -51563.272924 + Penalty 2007.831837 = -49555.441087
  nChanged 1
		SP:Iteration 9Q (18290.470000 sec): 3 clusters
  Score: Raw -51565.462378 + Penalty 2007.831837 = -49557.630541
  nChanged 0
		SP:Iteration 10F (18290.470000 sec): 3 clusters
  Score: Raw -51565.484909 + Penalty 2007.831837 = -49557.653072
  nChanged 1
		SP:Iteration 11Q (18290.470000 sec): 3 clusters
  Score: Raw -51626.788766 + Penalty 2007.831837 = -49618.956929
  nChanged 10
		SP:Iteration 12Q (18290.470000 sec): 3 clusters
  Score: Raw -51653.291248 + Penalty 2007.831837 = -49645.459411
  nChanged 7
		SP:Iteration 13Q (18290.470000 sec): 3 clusters
  Score: Raw -51664.440718 + Penalty 2007.831837 = -49656.608881
  nChanged 5
		SP:Iteration 14Q (18290.470000 sec): 3 clusters
  Score: Raw -51675.523464 + Penalty 2007.831837 = -49667.691627
  nChanged 0
		SP:Iteration 15F (18290.470000 sec): 3 clusters
  Score: Raw -51675.523464 + Penalty 2007.831837 = -49667.691627
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (26784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18290.550000 sec): 2 clusters
  Score: Raw -3298178.066203 + Penalty 1656.778496 = -3296521.287707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18290.610000 sec): 3 clusters
  Score: Raw -3281569.180714 + Penalty 3313.556991 = -3278255.623723
  nChanged 12341
		SP:Iteration 1F (18290.680000 sec): 3 clusters
  Score: Raw -3288432.501640 + Penalty 3313.556991 = -3285118.944649
  nChanged 1106
		SP:Iteration 2Q (18290.740000 sec): 3 clusters
  Score: Raw -3288750.453116 + Penalty 3313.556991 = -3285436.896125
  nChanged 986
		SP:Iteration 3Q (18290.810000 sec): 3 clusters
  Score: Raw -3289020.217715 + Penalty 3313.556991 = -3285706.660724
  nChanged 946
		SP:Iteration 4Q (18290.880000 sec): 3 clusters
  Score: Raw -3289302.793238 + Penalty 3313.556991 = -3285989.236246
  nChanged 989
		SP:Iteration 5Q (18290.940000 sec): 3 clusters
  Score: Raw -3289639.510768 + Penalty 3313.556991 = -3286325.953777
  nChanged 1068
		SP:Iteration 6Q (18291.010000 sec): 3 clusters
  Score: Raw -3290086.848403 + Penalty 3313.556991 = -3286773.291412
  nChanged 1260
		SP:Iteration 7Q (18291.070000 sec): 3 clusters
  Score: Raw -3290774.762890 + Penalty 3313.556991 = -3287461.205899
  nChanged 1424
		SP:Iteration 8F (18291.140000 sec): 3 clusters
  Score: Raw -3291755.718193 + Penalty 3313.556991 = -3288442.161202
  nChanged 1542
		SP:Iteration 9F (18291.200000 sec): 3 clusters
  Score: Raw -3292948.951518 + Penalty 3313.556991 = -3289635.394527
  nChanged 1483
		SP:Iteration 10F (18291.270000 sec): 3 clusters
  Score: Raw -3293994.955483 + Penalty 3313.556991 = -3290681.398492
  nChanged 1168
		SP:Iteration 11Q (18291.330000 sec): 3 clusters
  Score: Raw -3294525.371239 + Penalty 3313.556991 = -3291211.814247
  nChanged 703
		SP:Iteration 12Q (18291.400000 sec): 3 clusters
  Score: Raw -3294708.890923 + Penalty 3313.556991 = -3291395.333932
  nChanged 412
		SP:Iteration 13Q (18291.460000 sec): 3 clusters
  Score: Raw -3294804.403725 + Penalty 3313.556991 = -3291490.846734
  nChanged 305
		SP:Iteration 14Q (18291.520000 sec): 3 clusters
  Score: Raw -3294868.838503 + Penalty 3313.556991 = -3291555.281512
  nChanged 287
		SP:Iteration 15Q (18291.580000 sec): 3 clusters
  Score: Raw -3294928.491820 + Penalty 3313.556991 = -3291614.934828
  nChanged 257
		SP:Iteration 16Q (18291.640000 sec): 3 clusters
  Score: Raw -3294984.595773 + Penalty 3313.556991 = -3291671.038781
  nChanged 270
		SP:Iteration 17Q (18291.710000 sec): 3 clusters
  Score: Raw -3295052.602925 + Penalty 3313.556991 = -3291739.045934
  nChanged 308
		SP:Iteration 18Q (18291.770000 sec): 3 clusters
  Score: Raw -3295136.797767 + Penalty 3313.556991 = -3291823.240776
  nChanged 328
		SP:Iteration 19Q (18291.830000 sec): 3 clusters
  Score: Raw -3295226.916756 + Penalty 3313.556991 = -3291913.359765
  nChanged 338
		SP:Iteration 20F (18291.900000 sec): 3 clusters
  Score: Raw -3295325.684892 + Penalty 3313.556991 = -3292012.127901
  nChanged 364
		SP:Iteration 21Q (18291.960000 sec): 3 clusters
  Score: Raw -3295434.785509 + Penalty 3313.556991 = -3292121.228518
  nChanged 365
		SP:Iteration 22Q (18292.020000 sec): 3 clusters
  Score: Raw -3295547.469360 + Penalty 3313.556991 = -3292233.912369
  nChanged 372
		SP:Iteration 23Q (18292.080000 sec): 3 clusters
  Score: Raw -3295666.717769 + Penalty 3313.556991 = -3292353.160778
  nChanged 352
		SP:Iteration 24Q (18292.140000 sec): 3 clusters
  Score: Raw -3295775.074520 + Penalty 3313.556991 = -3292461.517529
  nChanged 337
		SP:Iteration 25Q (18292.200000 sec): 3 clusters
  Score: Raw -3295884.360130 + Penalty 3313.556991 = -3292570.803139
  nChanged 358
		SP:Iteration 26Q (18292.250000 sec): 3 clusters
  Score: Raw -3296008.891710 + Penalty 3313.556991 = -3292695.334719
  nChanged 364
		SP:Iteration 27Q (18292.310000 sec): 3 clusters
  Score: Raw -3296137.877603 + Penalty 3313.556991 = -3292824.320612
  nChanged 371
		SP:Iteration 28Q (18292.370000 sec): 3 clusters
  Score: Raw -3296285.598466 + Penalty 3313.556991 = -3292972.041474
  nChanged 382
		SP:Iteration 29Q (18292.430000 sec): 3 clusters
  Score: Raw -3296434.926330 + Penalty 3313.556991 = -3293121.369339
  nChanged 347
		SP:Iteration 30Q (18292.480000 sec): 3 clusters
  Score: Raw -3296577.825476 + Penalty 3313.556991 = -3293264.268484
  nChanged 353
		SP:Iteration 31Q (18292.540000 sec): 3 clusters
  Score: Raw -3296737.182329 + Penalty 3313.556991 = -3293423.625337
  nChanged 356
		SP:Iteration 32Q (18292.590000 sec): 3 clusters
  Score: Raw -3296928.398796 + Penalty 3313.556991 = -3293614.841805
  nChanged 340
		SP:Iteration 33Q (18292.650000 sec): 3 clusters
  Score: Raw -3297126.081762 + Penalty 3313.556991 = -3293812.524770
  nChanged 314
		SP:Iteration 34Q (18292.700000 sec): 3 clusters
  Score: Raw -3297313.544108 + Penalty 3313.556991 = -3293999.987117
  nChanged 284
		SP:Iteration 35Q (18292.750000 sec): 3 clusters
  Score: Raw -3297478.252572 + Penalty 3313.556991 = -3294164.695581
  nChanged 257
		SP:Iteration 36Q (18292.800000 sec): 3 clusters
  Score: Raw -3297621.428152 + Penalty 3313.556991 = -3294307.871160
  nChanged 203
		SP:Iteration 37Q (18292.860000 sec): 3 clusters
  Score: Raw -3297739.980100 + Penalty 3313.556991 = -3294426.423109
  nChanged 190
		SP:Iteration 38Q (18292.910000 sec): 3 clusters
  Score: Raw -3297848.481006 + Penalty 3313.556991 = -3294534.924015
  nChanged 151
		SP:Iteration 39Q (18292.960000 sec): 3 clusters
  Score: Raw -3297951.261967 + Penalty 3313.556991 = -3294637.704975
  nChanged 145
		SP:Iteration 40F (18293.020000 sec): 3 clusters
  Score: Raw -3298052.329714 + Penalty 3313.556991 = -3294738.772723
  nChanged 116
		SP:Iteration 41Q (18293.070000 sec): 3 clusters
  Score: Raw -3298119.930222 + Penalty 3313.556991 = -3294806.373231
  nChanged 100
		SP:Iteration 42Q (18293.120000 sec): 3 clusters
  Score: Raw -3298174.212430 + Penalty 3313.556991 = -3294860.655439
  nChanged 78
		SP:Iteration 43Q (18293.170000 sec): 3 clusters
  Score: Raw -3298214.420743 + Penalty 3313.556991 = -3294900.863752
  nChanged 81
		SP:Iteration 44Q (18293.220000 sec): 3 clusters
  Score: Raw -3298262.397608 + Penalty 3313.556991 = -3294948.840617
  nChanged 76
		SP:Iteration 45Q (18293.260000 sec): 3 clusters
  Score: Raw -3298303.873378 + Penalty 3313.556991 = -3294990.316387
  nChanged 58
		SP:Iteration 46Q (18293.310000 sec): 3 clusters
  Score: Raw -3298327.048468 + Penalty 3313.556991 = -3295013.491477
  nChanged 39
		SP:Iteration 47Q (18293.360000 sec): 3 clusters
  Score: Raw -3298339.741136 + Penalty 3313.556991 = -3295026.184145
  nChanged 32
		SP:Iteration 48Q (18293.400000 sec): 3 clusters
  Score: Raw -3298350.973100 + Penalty 3313.556991 = -3295037.416109
  nChanged 33
		SP:Iteration 49Q (18293.450000 sec): 3 clusters
  Score: Raw -3298362.979949 + Penalty 3313.556991 = -3295049.422957
  nChanged 36
		SP:Iteration 50Q (18293.500000 sec): 3 clusters
  Score: Raw -3298375.925316 + Penalty 3313.556991 = -3295062.368324
  nChanged 26
		SP:Iteration 51Q (18293.550000 sec): 3 clusters
  Score: Raw -3298386.021012 + Penalty 3313.556991 = -3295072.464021
  nChanged 24
		SP:Iteration 52Q (18293.590000 sec): 3 clusters
  Score: Raw -3298393.486891 + Penalty 3313.556991 = -3295079.929899
  nChanged 21
		SP:Iteration 53Q (18293.640000 sec): 3 clusters
  Score: Raw -3298398.773710 + Penalty 3313.556991 = -3295085.216719
  nChanged 17
		SP:Iteration 54Q (18293.690000 sec): 3 clusters
  Score: Raw -3298405.060367 + Penalty 3313.556991 = -3295091.503376
  nChanged 20
		SP:Iteration 55Q (18293.730000 sec): 3 clusters
  Score: Raw -3298413.193209 + Penalty 3313.556991 = -3295099.636218
  nChanged 18
		SP:Iteration 56Q (18293.780000 sec): 3 clusters
  Score: Raw -3298420.417237 + Penalty 3313.556991 = -3295106.860246
  nChanged 22
		SP:Iteration 57Q (18293.830000 sec): 3 clusters
  Score: Raw -3298428.852324 + Penalty 3313.556991 = -3295115.295333
  nChanged 16
		SP:Iteration 58Q (18293.880000 sec): 3 clusters
  Score: Raw -3298434.340280 + Penalty 3313.556991 = -3295120.783289
  nChanged 12
		SP:Iteration 59Q (18293.920000 sec): 3 clusters
  Score: Raw -3298437.915227 + Penalty 3313.556991 = -3295124.358235
  nChanged 11
		SP:Iteration 60F (18293.990000 sec): 3 clusters
  Score: Raw -3298440.903873 + Penalty 3313.556991 = -3295127.346882
  nChanged 8
		SP:Iteration 61Q (18294.030000 sec): 3 clusters
  Score: Raw -3298443.071746 + Penalty 3313.556991 = -3295129.514755
  nChanged 7
		SP:Iteration 62Q (18294.080000 sec): 3 clusters
  Score: Raw -3298445.646289 + Penalty 3313.556991 = -3295132.089297
  nChanged 5
		SP:Iteration 63Q (18294.130000 sec): 3 clusters
  Score: Raw -3298447.080122 + Penalty 3313.556991 = -3295133.523131
  nChanged 4
		SP:Iteration 64Q (18294.170000 sec): 3 clusters
  Score: Raw -3298447.844784 + Penalty 3313.556991 = -3295134.287793
  nChanged 2
		SP:Iteration 65Q (18294.220000 sec): 3 clusters
  Score: Raw -3298448.198362 + Penalty 3313.556991 = -3295134.641371
  nChanged 1
		SP:Iteration 66Q (18294.270000 sec): 3 clusters
  Score: Raw -3298448.328149 + Penalty 3313.556991 = -3295134.771158
  nChanged 3
		SP:Iteration 67Q (18294.310000 sec): 3 clusters
  Score: Raw -3298449.072403 + Penalty 3313.556991 = -3295135.515412
  nChanged 7
		SP:Iteration 68Q (18294.360000 sec): 3 clusters
  Score: Raw -3298450.787056 + Penalty 3313.556991 = -3295137.230065
  nChanged 6
		SP:Iteration 69Q (18294.410000 sec): 3 clusters
  Score: Raw -3298452.277796 + Penalty 3313.556991 = -3295138.720805
  nChanged 3
		SP:Iteration 70Q (18294.450000 sec): 3 clusters
  Score: Raw -3298452.857687 + Penalty 3313.556991 = -3295139.300696
  nChanged 1
		SP:Iteration 71Q (18294.500000 sec): 3 clusters
  Score: Raw -3298453.066452 + Penalty 3313.556991 = -3295139.509461
  nChanged 2
		SP:Iteration 72Q (18294.550000 sec): 3 clusters
  Score: Raw -3298453.361417 + Penalty 3313.556991 = -3295139.804426
  nChanged 2
		SP:Iteration 73Q (18294.590000 sec): 3 clusters
  Score: Raw -3298454.274879 + Penalty 3313.556991 = -3295140.717888
  nChanged 3
		SP:Iteration 74Q (18294.640000 sec): 3 clusters
  Score: Raw -3298455.218609 + Penalty 3313.556991 = -3295141.661617
  nChanged 2
		SP:Iteration 75Q (18294.690000 sec): 3 clusters
  Score: Raw -3298456.123232 + Penalty 3313.556991 = -3295142.566240
  nChanged 5
		SP:Iteration 76Q (18294.730000 sec): 3 clusters
  Score: Raw -3298457.286372 + Penalty 3313.556991 = -3295143.729381
  nChanged 2
		SP:Iteration 77Q (18294.780000 sec): 3 clusters
  Score: Raw -3298457.715177 + Penalty 3313.556991 = -3295144.158185
  nChanged 3
		SP:Iteration 78Q (18294.830000 sec): 3 clusters
  Score: Raw -3298458.472850 + Penalty 3313.556991 = -3295144.915859
  nChanged 5
		SP:Iteration 79Q (18294.870000 sec): 3 clusters
  Score: Raw -3298459.827038 + Penalty 3313.556991 = -3295146.270047
  nChanged 5
		SP:Iteration 80F (18294.940000 sec): 3 clusters
  Score: Raw -3298461.024845 + Penalty 3313.556991 = -3295147.467854
  nChanged 5
		SP:Iteration 81Q (18294.980000 sec): 3 clusters
  Score: Raw -3298462.138996 + Penalty 3313.556991 = -3295148.582004
  nChanged 5
		SP:Iteration 82Q (18295.030000 sec): 3 clusters
  Score: Raw -3298463.883651 + Penalty 3313.556991 = -3295150.326660
  nChanged 8
		SP:Iteration 83Q (18295.080000 sec): 3 clusters
  Score: Raw -3298467.043337 + Penalty 3313.556991 = -3295153.486345
  nChanged 8
		SP:Iteration 84Q (18295.130000 sec): 3 clusters
  Score: Raw -3298469.805116 + Penalty 3313.556991 = -3295156.248125
  nChanged 6
		SP:Iteration 85Q (18295.170000 sec): 3 clusters
  Score: Raw -3298471.613993 + Penalty 3313.556991 = -3295158.057002
  nChanged 7
		SP:Iteration 86Q (18295.220000 sec): 3 clusters
  Score: Raw -3298473.061100 + Penalty 3313.556991 = -3295159.504109
  nChanged 3
		SP:Iteration 87Q (18295.270000 sec): 3 clusters
  Score: Raw -3298473.636624 + Penalty 3313.556991 = -3295160.079633
  nChanged 0
		SP:Iteration 88F (18295.340000 sec): 3 clusters
  Score: Raw -3298473.636624 + Penalty 3313.556991 = -3295160.079633
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18295.370000 sec): 2 clusters
  Score: Raw -917521.595756 + Penalty 1465.793690 = -916055.802066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18295.390000 sec): 3 clusters
  Score: Raw -912903.255742 + Penalty 2931.587380 = -909971.668361
  nChanged 3585
		SP:Iteration 1F (18295.410000 sec): 3 clusters
  Score: Raw -914947.482210 + Penalty 2931.587380 = -912015.894830
  nChanged 621
		SP:Iteration 2F (18295.430000 sec): 3 clusters
  Score: Raw -915358.222147 + Penalty 2931.587380 = -912426.634767
  nChanged 601
		SP:Iteration 3F (18295.450000 sec): 3 clusters
  Score: Raw -915793.146138 + Penalty 2931.587380 = -912861.558758
  nChanged 534
		SP:Iteration 4F (18295.470000 sec): 3 clusters
  Score: Raw -916180.971867 + Penalty 2931.587380 = -913249.384487
  nChanged 525
		SP:Iteration 5F (18295.490000 sec): 3 clusters
  Score: Raw -916555.931672 + Penalty 2931.587380 = -913624.344292
  nChanged 485
		SP:Iteration 6F (18295.510000 sec): 3 clusters
  Score: Raw -916890.615168 + Penalty 2931.587380 = -913959.027788
  nChanged 398
		SP:Iteration 7Q (18295.530000 sec): 3 clusters
  Score: Raw -917148.395011 + Penalty 2931.587380 = -914216.807631
  nChanged 328
		SP:Iteration 8Q (18295.550000 sec): 3 clusters
  Score: Raw -917358.884810 + Penalty 2931.587380 = -914427.297430
  nChanged 290
		SP:Iteration 9Q (18295.570000 sec): 3 clusters
  Score: Raw -917529.617172 + Penalty 2931.587380 = -914598.029792
  nChanged 217
		SP:Iteration 10Q (18295.590000 sec): 3 clusters
  Score: Raw -917642.349046 + Penalty 2931.587380 = -914710.761666
  nChanged 169
		SP:Iteration 11Q (18295.610000 sec): 3 clusters
  Score: Raw -917724.410415 + Penalty 2931.587380 = -914792.823035
  nChanged 133
		SP:Iteration 12Q (18295.620000 sec): 3 clusters
  Score: Raw -917782.178292 + Penalty 2931.587380 = -914850.590912
  nChanged 107
		SP:Iteration 13Q (18295.640000 sec): 3 clusters
  Score: Raw -917832.183349 + Penalty 2931.587380 = -914900.595969
  nChanged 92
		SP:Iteration 14Q (18295.660000 sec): 3 clusters
  Score: Raw -917874.370256 + Penalty 2931.587380 = -914942.782876
  nChanged 68
		SP:Iteration 15Q (18295.680000 sec): 3 clusters
  Score: Raw -917905.407110 + Penalty 2931.587380 = -914973.819730
  nChanged 70
		SP:Iteration 16Q (18295.700000 sec): 3 clusters
  Score: Raw -917940.585793 + Penalty 2931.587380 = -915008.998413
  nChanged 57
		SP:Iteration 17Q (18295.720000 sec): 3 clusters
  Score: Raw -917966.050504 + Penalty 2931.587380 = -915034.463124
  nChanged 41
		SP:Iteration 18Q (18295.740000 sec): 3 clusters
  Score: Raw -917987.670574 + Penalty 2931.587380 = -915056.083194
  nChanged 39
		SP:Iteration 19Q (18295.760000 sec): 3 clusters
  Score: Raw -918012.306461 + Penalty 2931.587380 = -915080.719081
  nChanged 47
		SP:Iteration 20F (18295.780000 sec): 3 clusters
  Score: Raw -918036.570702 + Penalty 2931.587380 = -915104.983322
  nChanged 46
		SP:Iteration 21Q (18295.790000 sec): 3 clusters
  Score: Raw -918063.197606 + Penalty 2931.587380 = -915131.610226
  nChanged 41
		SP:Iteration 22Q (18295.810000 sec): 3 clusters
  Score: Raw -918085.153737 + Penalty 2931.587380 = -915153.566357
  nChanged 33
		SP:Iteration 23Q (18295.830000 sec): 3 clusters
  Score: Raw -918099.813852 + Penalty 2931.587380 = -915168.226472
  nChanged 17
		SP:Iteration 24Q (18295.840000 sec): 3 clusters
  Score: Raw -918105.198034 + Penalty 2931.587380 = -915173.610654
  nChanged 9
		SP:Iteration 25Q (18295.860000 sec): 3 clusters
  Score: Raw -918109.544510 + Penalty 2931.587380 = -915177.957130
  nChanged 11
		SP:Iteration 26Q (18295.880000 sec): 3 clusters
  Score: Raw -918114.885744 + Penalty 2931.587380 = -915183.298364
  nChanged 15
		SP:Iteration 27Q (18295.900000 sec): 3 clusters
  Score: Raw -918121.904150 + Penalty 2931.587380 = -915190.316770
  nChanged 12
		SP:Iteration 28Q (18295.910000 sec): 3 clusters
  Score: Raw -918127.631948 + Penalty 2931.587380 = -915196.044568
  nChanged 11
		SP:Iteration 29Q (18295.930000 sec): 3 clusters
  Score: Raw -918131.247314 + Penalty 2931.587380 = -915199.659934
  nChanged 5
		SP:Iteration 30Q (18295.940000 sec): 3 clusters
  Score: Raw -918132.727308 + Penalty 2931.587380 = -915201.139928
  nChanged 5
		SP:Iteration 31Q (18295.960000 sec): 3 clusters
  Score: Raw -918134.701656 + Penalty 2931.587380 = -915203.114276
  nChanged 8
		SP:Iteration 32Q (18295.980000 sec): 3 clusters
  Score: Raw -918138.086029 + Penalty 2931.587380 = -915206.498649
  nChanged 4
		SP:Iteration 33Q (18296.000000 sec): 3 clusters
  Score: Raw -918142.057570 + Penalty 2931.587380 = -915210.470190
  nChanged 7
		SP:Iteration 34Q (18296.010000 sec): 3 clusters
  Score: Raw -918146.968932 + Penalty 2931.587380 = -915215.381552
  nChanged 8
		SP:Iteration 35Q (18296.030000 sec): 3 clusters
  Score: Raw -918150.145594 + Penalty 2931.587380 = -915218.558214
  nChanged 10
		SP:Iteration 36Q (18296.040000 sec): 3 clusters
  Score: Raw -918154.497207 + Penalty 2931.587380 = -915222.909827
  nChanged 8
		SP:Iteration 37Q (18296.060000 sec): 3 clusters
  Score: Raw -918158.330426 + Penalty 2931.587380 = -915226.743046
  nChanged 5
		SP:Iteration 38Q (18296.080000 sec): 3 clusters
  Score: Raw -918159.515782 + Penalty 2931.587380 = -915227.928402
  nChanged 2
		SP:Iteration 39Q (18296.090000 sec): 3 clusters
  Score: Raw -918160.109460 + Penalty 2931.587380 = -915228.522080
  nChanged 1
		SP:Iteration 40F (18296.110000 sec): 3 clusters
  Score: Raw -918160.364345 + Penalty 2931.587380 = -915228.776965
  nChanged 2
		SP:Iteration 41Q (18296.130000 sec): 3 clusters
  Score: Raw -918160.776026 + Penalty 2931.587380 = -915229.188646
  nChanged 2
		SP:Iteration 42Q (18296.140000 sec): 3 clusters
  Score: Raw -918162.682820 + Penalty 2931.587380 = -915231.095440
  nChanged 5
		SP:Iteration 43Q (18296.160000 sec): 3 clusters
  Score: Raw -918164.534577 + Penalty 2931.587380 = -915232.947197
  nChanged 2
		SP:Iteration 44Q (18296.180000 sec): 3 clusters
  Score: Raw -918164.947433 + Penalty 2931.587380 = -915233.360053
  nChanged 0
		SP:Iteration 45F (18296.200000 sec): 3 clusters
  Score: Raw -918164.947433 + Penalty 2931.587380 = -915233.360053
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18296.210000 sec): 2 clusters
  Score: Raw -233409.454662 + Penalty 1245.608767 = -232163.845895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18296.210000 sec): 3 clusters
  Score: Raw -232485.598194 + Penalty 2491.217534 = -229994.380660
  nChanged 758
		SP:Iteration 1F (18296.220000 sec): 3 clusters
  Score: Raw -232980.043676 + Penalty 2491.217534 = -230488.826142
  nChanged 188
		SP:Iteration 2F (18296.220000 sec): 3 clusters
  Score: Raw -233149.056985 + Penalty 2491.217534 = -230657.839451
  nChanged 121
		SP:Iteration 3F (18296.230000 sec): 3 clusters
  Score: Raw -233262.379354 + Penalty 2491.217534 = -230771.161821
  nChanged 109
		SP:Iteration 4F (18296.230000 sec): 3 clusters
  Score: Raw -233334.155026 + Penalty 2491.217534 = -230842.937493
  nChanged 62
		SP:Iteration 5Q (18296.240000 sec): 3 clusters
  Score: Raw -233374.966866 + Penalty 2491.217534 = -230883.749333
  nChanged 54
		SP:Iteration 6Q (18296.240000 sec): 3 clusters
  Score: Raw -233407.947709 + Penalty 2491.217534 = -230916.730176
  nChanged 53
		SP:Iteration 7Q (18296.250000 sec): 3 clusters
  Score: Raw -233447.240352 + Penalty 2491.217534 = -230956.022818
  nChanged 61
		SP:Iteration 8Q (18296.250000 sec): 3 clusters
  Score: Raw -233484.267733 + Penalty 2491.217534 = -230993.050199
  nChanged 46
		SP:Iteration 9Q (18296.260000 sec): 3 clusters
  Score: Raw -233517.569963 + Penalty 2491.217534 = -231026.352429
  nChanged 45
		SP:Iteration 10Q (18296.260000 sec): 3 clusters
  Score: Raw -233552.098984 + Penalty 2491.217534 = -231060.881450
  nChanged 36
		SP:Iteration 11Q (18296.270000 sec): 3 clusters
  Score: Raw -233576.077886 + Penalty 2491.217534 = -231084.860352
  nChanged 34
		SP:Iteration 12Q (18296.270000 sec): 3 clusters
  Score: Raw -233603.578990 + Penalty 2491.217534 = -231112.361456
  nChanged 34
		SP:Iteration 13Q (18296.280000 sec): 3 clusters
  Score: Raw -233626.050881 + Penalty 2491.217534 = -231134.833348
  nChanged 31
		SP:Iteration 14Q (18296.280000 sec): 3 clusters
  Score: Raw -233644.078508 + Penalty 2491.217534 = -231152.860974
  nChanged 20
		SP:Iteration 15Q (18296.290000 sec): 3 clusters
  Score: Raw -233654.798961 + Penalty 2491.217534 = -231163.581428
  nChanged 11
		SP:Iteration 16Q (18296.290000 sec): 3 clusters
  Score: Raw -233662.628819 + Penalty 2491.217534 = -231171.411285
  nChanged 14
		SP:Iteration 17Q (18296.300000 sec): 3 clusters
  Score: Raw -233673.018391 + Penalty 2491.217534 = -231181.800858
  nChanged 17
		SP:Iteration 18Q (18296.300000 sec): 3 clusters
  Score: Raw -233683.958788 + Penalty 2491.217534 = -231192.741255
  nChanged 11
		SP:Iteration 19Q (18296.310000 sec): 3 clusters
  Score: Raw -233689.919158 + Penalty 2491.217534 = -231198.701624
  nChanged 7
		SP:Iteration 20F (18296.310000 sec): 3 clusters
  Score: Raw -233695.943871 + Penalty 2491.217534 = -231204.726338
  nChanged 14
		SP:Iteration 21Q (18296.320000 sec): 3 clusters
  Score: Raw -233705.076829 + Penalty 2491.217534 = -231213.859295
  nChanged 10
		SP:Iteration 22Q (18296.320000 sec): 3 clusters
  Score: Raw -233712.383824 + Penalty 2491.217534 = -231221.166291
  nChanged 14
		SP:Iteration 23Q (18296.330000 sec): 3 clusters
  Score: Raw -233720.979141 + Penalty 2491.217534 = -231229.761608
  nChanged 9
		SP:Iteration 24Q (18296.330000 sec): 3 clusters
  Score: Raw -233727.093551 + Penalty 2491.217534 = -231235.876017
  nChanged 9
		SP:Iteration 25Q (18296.340000 sec): 3 clusters
  Score: Raw -233731.623646 + Penalty 2491.217534 = -231240.406112
  nChanged 2
		SP:Iteration 26Q (18296.340000 sec): 3 clusters
  Score: Raw -233734.300956 + Penalty 2491.217534 = -231243.083422
  nChanged 4
		SP:Iteration 27Q (18296.340000 sec): 3 clusters
  Score: Raw -233737.298044 + Penalty 2491.217534 = -231246.080511
  nChanged 5
		SP:Iteration 28Q (18296.350000 sec): 3 clusters
  Score: Raw -233741.698330 + Penalty 2491.217534 = -231250.480797
  nChanged 6
		SP:Iteration 29Q (18296.360000 sec): 3 clusters
  Score: Raw -233745.021173 + Penalty 2491.217534 = -231253.803640
  nChanged 7
		SP:Iteration 30Q (18296.360000 sec): 3 clusters
  Score: Raw -233750.724628 + Penalty 2491.217534 = -231259.507094
  nChanged 5
		SP:Iteration 31Q (18296.360000 sec): 3 clusters
  Score: Raw -233753.702390 + Penalty 2491.217534 = -231262.484856
  nChanged 4
		SP:Iteration 32Q (18296.370000 sec): 3 clusters
  Score: Raw -233756.710851 + Penalty 2491.217534 = -231265.493317
  nChanged 4
		SP:Iteration 33Q (18296.370000 sec): 3 clusters
  Score: Raw -233758.489903 + Penalty 2491.217534 = -231267.272369
  nChanged 3
		SP:Iteration 34Q (18296.380000 sec): 3 clusters
  Score: Raw -233759.846030 + Penalty 2491.217534 = -231268.628497
  nChanged 2
		SP:Iteration 35Q (18296.380000 sec): 3 clusters
  Score: Raw -233760.482083 + Penalty 2491.217534 = -231269.264549
  nChanged 2
		SP:Iteration 36Q (18296.390000 sec): 3 clusters
  Score: Raw -233761.110389 + Penalty 2491.217534 = -231269.892856
  nChanged 1
		SP:Iteration 37Q (18296.390000 sec): 3 clusters
  Score: Raw -233761.462785 + Penalty 2491.217534 = -231270.245251
  nChanged 1
		SP:Iteration 38Q (18296.400000 sec): 3 clusters
  Score: Raw -233761.910717 + Penalty 2491.217534 = -231270.693183
  nChanged 0
		SP:Iteration 39F (18296.400000 sec): 3 clusters
  Score: Raw -233761.910717 + Penalty 2491.217534 = -231270.693183
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18296.420000 sec): 2 clusters
  Score: Raw -766718.300772 + Penalty 1420.278719 = -765298.022054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18296.440000 sec): 3 clusters
  Score: Raw -763348.273499 + Penalty 2840.557437 = -760507.716061
  nChanged 2612
		SP:Iteration 1F (18296.450000 sec): 3 clusters
  Score: Raw -764692.787880 + Penalty 2840.557437 = -761852.230443
  nChanged 414
		SP:Iteration 2F (18296.460000 sec): 3 clusters
  Score: Raw -764892.033740 + Penalty 2840.557437 = -762051.476303
  nChanged 322
		SP:Iteration 3F (18296.480000 sec): 3 clusters
  Score: Raw -765041.746960 + Penalty 2840.557437 = -762201.189523
  nChanged 287
		SP:Iteration 4Q (18296.500000 sec): 3 clusters
  Score: Raw -765180.101949 + Penalty 2840.557437 = -762339.544512
  nChanged 260
		SP:Iteration 5Q (18296.510000 sec): 3 clusters
  Score: Raw -765317.944414 + Penalty 2840.557437 = -762477.386977
  nChanged 271
		SP:Iteration 6Q (18296.520000 sec): 3 clusters
  Score: Raw -765465.080942 + Penalty 2840.557437 = -762624.523505
  nChanged 264
		SP:Iteration 7Q (18296.540000 sec): 3 clusters
  Score: Raw -765632.073179 + Penalty 2840.557437 = -762791.515742
  nChanged 270
		SP:Iteration 8Q (18296.550000 sec): 3 clusters
  Score: Raw -765846.049697 + Penalty 2840.557437 = -763005.492259
  nChanged 304
		SP:Iteration 9Q (18296.570000 sec): 3 clusters
  Score: Raw -766063.048283 + Penalty 2840.557437 = -763222.490846
  nChanged 293
		SP:Iteration 10Q (18296.580000 sec): 3 clusters
  Score: Raw -766307.874306 + Penalty 2840.557437 = -763467.316869
  nChanged 262
		SP:Iteration 11Q (18296.600000 sec): 3 clusters
  Score: Raw -766537.238321 + Penalty 2840.557437 = -763696.680884
  nChanged 221
		SP:Iteration 12Q (18296.610000 sec): 3 clusters
  Score: Raw -766706.726460 + Penalty 2840.557437 = -763866.169022
  nChanged 152
		SP:Iteration 13Q (18296.620000 sec): 3 clusters
  Score: Raw -766836.886286 + Penalty 2840.557437 = -763996.328849
  nChanged 125
		SP:Iteration 14Q (18296.640000 sec): 3 clusters
  Score: Raw -766935.121212 + Penalty 2840.557437 = -764094.563775
  nChanged 91
		SP:Iteration 15Q (18296.650000 sec): 3 clusters
  Score: Raw -766997.294598 + Penalty 2840.557437 = -764156.737161
  nChanged 62
		SP:Iteration 16Q (18296.660000 sec): 3 clusters
  Score: Raw -767032.193851 + Penalty 2840.557437 = -764191.636414
  nChanged 45
		SP:Iteration 17Q (18296.680000 sec): 3 clusters
  Score: Raw -767057.054364 + Penalty 2840.557437 = -764216.496927
  nChanged 32
		SP:Iteration 18Q (18296.690000 sec): 3 clusters
  Score: Raw -767072.604888 + Penalty 2840.557437 = -764232.047451
  nChanged 26
		SP:Iteration 19Q (18296.700000 sec): 3 clusters
  Score: Raw -767083.720468 + Penalty 2840.557437 = -764243.163030
  nChanged 20
		SP:Iteration 20F (18296.720000 sec): 3 clusters
  Score: Raw -767091.308722 + Penalty 2840.557437 = -764250.751285
  nChanged 15
		SP:Iteration 21Q (18296.730000 sec): 3 clusters
  Score: Raw -767097.974876 + Penalty 2840.557437 = -764257.417439
  nChanged 10
		SP:Iteration 22Q (18296.740000 sec): 3 clusters
  Score: Raw -767100.928998 + Penalty 2840.557437 = -764260.371561
  nChanged 8
		SP:Iteration 23Q (18296.750000 sec): 3 clusters
  Score: Raw -767103.221348 + Penalty 2840.557437 = -764262.663911
  nChanged 6
		SP:Iteration 24Q (18296.760000 sec): 3 clusters
  Score: Raw -767105.638098 + Penalty 2840.557437 = -764265.080661
  nChanged 9
		SP:Iteration 25Q (18296.780000 sec): 3 clusters
  Score: Raw -767110.607857 + Penalty 2840.557437 = -764270.050420
  nChanged 10
		SP:Iteration 26Q (18296.790000 sec): 3 clusters
  Score: Raw -767116.791053 + Penalty 2840.557437 = -764276.233616
  nChanged 14
		SP:Iteration 27Q (18296.800000 sec): 3 clusters
  Score: Raw -767127.025154 + Penalty 2840.557437 = -764286.467717
  nChanged 11
		SP:Iteration 28Q (18296.810000 sec): 3 clusters
  Score: Raw -767134.045243 + Penalty 2840.557437 = -764293.487805
  nChanged 9
		SP:Iteration 29Q (18296.820000 sec): 3 clusters
  Score: Raw -767139.025993 + Penalty 2840.557437 = -764298.468556
  nChanged 9
		SP:Iteration 30Q (18296.840000 sec): 3 clusters
  Score: Raw -767142.384259 + Penalty 2840.557437 = -764301.826822
  nChanged 4
		SP:Iteration 31Q (18296.850000 sec): 3 clusters
  Score: Raw -767143.841877 + Penalty 2840.557437 = -764303.284440
  nChanged 2
		SP:Iteration 32Q (18296.860000 sec): 3 clusters
  Score: Raw -767144.484544 + Penalty 2840.557437 = -764303.927107
  nChanged 2
		SP:Iteration 33Q (18296.870000 sec): 3 clusters
  Score: Raw -767145.184121 + Penalty 2840.557437 = -764304.626684
  nChanged 1
		SP:Iteration 34Q (18296.880000 sec): 3 clusters
  Score: Raw -767145.710629 + Penalty 2840.557437 = -764305.153192
  nChanged 0
		SP:Iteration 35F (18296.900000 sec): 3 clusters
  Score: Raw -767145.710629 + Penalty 2840.557437 = -764305.153192
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18296.900000 sec): 2 clusters
  Score: Raw -161153.534180 + Penalty 1178.688937 = -159974.845243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18296.910000 sec): 3 clusters
  Score: Raw -160613.393999 + Penalty 2357.377874 = -158256.016125
  nChanged 466
		SP:Iteration 1F (18296.910000 sec): 3 clusters
  Score: Raw -160925.324249 + Penalty 2357.377874 = -158567.946375
  nChanged 112
		SP:Iteration 2F (18296.920000 sec): 3 clusters
  Score: Raw -161010.986149 + Penalty 2357.377874 = -158653.608275
  nChanged 46
		SP:Iteration 3Q (18296.920000 sec): 3 clusters
  Score: Raw -161045.820422 + Penalty 2357.377874 = -158688.442548
  nChanged 25
		SP:Iteration 4Q (18296.920000 sec): 3 clusters
  Score: Raw -161062.533378 + Penalty 2357.377874 = -158705.155503
  nChanged 28
		SP:Iteration 5Q (18296.920000 sec): 3 clusters
  Score: Raw -161080.913909 + Penalty 2357.377874 = -158723.536035
  nChanged 18
		SP:Iteration 6Q (18296.930000 sec): 3 clusters
  Score: Raw -161092.513525 + Penalty 2357.377874 = -158735.135651
  nChanged 16
		SP:Iteration 7Q (18296.930000 sec): 3 clusters
  Score: Raw -161105.050560 + Penalty 2357.377874 = -158747.672685
  nChanged 22
		SP:Iteration 8Q (18296.940000 sec): 3 clusters
  Score: Raw -161118.894808 + Penalty 2357.377874 = -158761.516934
  nChanged 9
		SP:Iteration 9Q (18296.940000 sec): 3 clusters
  Score: Raw -161126.029935 + Penalty 2357.377874 = -158768.652061
  nChanged 9
		SP:Iteration 10Q (18296.940000 sec): 3 clusters
  Score: Raw -161131.313962 + Penalty 2357.377874 = -158773.936088
  nChanged 10
		SP:Iteration 11Q (18296.940000 sec): 3 clusters
  Score: Raw -161137.495397 + Penalty 2357.377874 = -158780.117522
  nChanged 9
		SP:Iteration 12Q (18296.950000 sec): 3 clusters
  Score: Raw -161143.529506 + Penalty 2357.377874 = -158786.151632
  nChanged 14
		SP:Iteration 13Q (18296.950000 sec): 3 clusters
  Score: Raw -161152.940861 + Penalty 2357.377874 = -158795.562987
  nChanged 14
		SP:Iteration 14Q (18296.960000 sec): 3 clusters
  Score: Raw -161158.493326 + Penalty 2357.377874 = -158801.115452
  nChanged 13
		SP:Iteration 15Q (18296.960000 sec): 3 clusters
  Score: Raw -161169.224714 + Penalty 2357.377874 = -158811.846840
  nChanged 6
		SP:Iteration 16Q (18296.960000 sec): 3 clusters
  Score: Raw -161176.389798 + Penalty 2357.377874 = -158819.011924
  nChanged 9
		SP:Iteration 17Q (18296.960000 sec): 3 clusters
  Score: Raw -161181.313235 + Penalty 2357.377874 = -158823.935360
  nChanged 8
		SP:Iteration 18Q (18296.970000 sec): 3 clusters
  Score: Raw -161185.396510 + Penalty 2357.377874 = -158828.018636
  nChanged 8
		SP:Iteration 19Q (18296.970000 sec): 3 clusters
  Score: Raw -161188.799862 + Penalty 2357.377874 = -158831.421988
  nChanged 7
		SP:Iteration 20F (18296.980000 sec): 3 clusters
  Score: Raw -161191.516587 + Penalty 2357.377874 = -158834.138713
  nChanged 4
		SP:Iteration 21Q (18296.980000 sec): 3 clusters
  Score: Raw -161195.825231 + Penalty 2357.377874 = -158838.447357
  nChanged 3
		SP:Iteration 22Q (18296.980000 sec): 3 clusters
  Score: Raw -161199.330432 + Penalty 2357.377874 = -158841.952558
  nChanged 4
		SP:Iteration 23Q (18296.980000 sec): 3 clusters
  Score: Raw -161203.231275 + Penalty 2357.377874 = -158845.853401
  nChanged 5
		SP:Iteration 24Q (18296.990000 sec): 3 clusters
  Score: Raw -161206.060416 + Penalty 2357.377874 = -158848.682541
  nChanged 4
		SP:Iteration 25Q (18296.990000 sec): 3 clusters
  Score: Raw -161207.145411 + Penalty 2357.377874 = -158849.767537
  nChanged 3
		SP:Iteration 26Q (18297.000000 sec): 3 clusters
  Score: Raw -161208.296702 + Penalty 2357.377874 = -158850.918828
  nChanged 4
		SP:Iteration 27Q (18297.000000 sec): 3 clusters
  Score: Raw -161211.774299 + Penalty 2357.377874 = -158854.396425
  nChanged 2
		SP:Iteration 28Q (18297.000000 sec): 3 clusters
  Score: Raw -161212.672148 + Penalty 2357.377874 = -158855.294274
  nChanged 6
		SP:Iteration 29Q (18297.000000 sec): 3 clusters
  Score: Raw -161216.183615 + Penalty 2357.377874 = -158858.805740
  nChanged 8
		SP:Iteration 30Q (18297.010000 sec): 3 clusters
  Score: Raw -161223.021512 + Penalty 2357.377874 = -158865.643638
  nChanged 7
		SP:Iteration 31Q (18297.010000 sec): 3 clusters
  Score: Raw -161228.614929 + Penalty 2357.377874 = -158871.237055
  nChanged 8
		SP:Iteration 32Q (18297.010000 sec): 3 clusters
  Score: Raw -161233.088288 + Penalty 2357.377874 = -158875.710414
  nChanged 3
		SP:Iteration 33Q (18297.020000 sec): 3 clusters
  Score: Raw -161236.814057 + Penalty 2357.377874 = -158879.436183
  nChanged 3
		SP:Iteration 34Q (18297.020000 sec): 3 clusters
  Score: Raw -161238.433018 + Penalty 2357.377874 = -158881.055144
  nChanged 3
		SP:Iteration 35Q (18297.020000 sec): 3 clusters
  Score: Raw -161240.044357 + Penalty 2357.377874 = -158882.666483
  nChanged 1
		SP:Iteration 36Q (18297.030000 sec): 3 clusters
  Score: Raw -161240.800289 + Penalty 2357.377874 = -158883.422414
  nChanged 0
		SP:Iteration 37F (18297.030000 sec): 3 clusters
  Score: Raw -161240.800289 + Penalty 2357.377874 = -158883.422414
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18297.040000 sec): 2 clusters
  Score: Raw -35532.963274 + Penalty 945.763476 = -34587.199798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18297.040000 sec): 3 clusters
  Score: Raw -35618.860214 + Penalty 1891.526952 = -33727.333262
  nChanged 76
		SP:Iteration 1F (18297.040000 sec): 3 clusters
  Score: Raw -35779.518314 + Penalty 1891.526952 = -33887.991362
  nChanged 24
		SP:Iteration 2F (18297.040000 sec): 3 clusters
  Score: Raw -35888.455907 + Penalty 1891.526952 = -33996.928955
  nChanged 16
		SP:Iteration 3Q (18297.040000 sec): 3 clusters
  Score: Raw -35979.518941 + Penalty 1891.526952 = -34087.991989
  nChanged 13
		SP:Iteration 4Q (18297.040000 sec): 3 clusters
  Score: Raw -36020.904637 + Penalty 1891.526952 = -34129.377685
  nChanged 7
		SP:Iteration 5Q (18297.040000 sec): 3 clusters
  Score: Raw -36034.624716 + Penalty 1891.526952 = -34143.097764
  nChanged 6
		SP:Iteration 6Q (18297.040000 sec): 3 clusters
  Score: Raw -36053.108267 + Penalty 1891.526952 = -34161.581315
  nChanged 11
		SP:Iteration 7Q (18297.040000 sec): 3 clusters
  Score: Raw -36093.153487 + Penalty 1891.526952 = -34201.626535
  nChanged 8
		SP:Iteration 8Q (18297.040000 sec): 3 clusters
  Score: Raw -36131.140779 + Penalty 1891.526952 = -34239.613826
  nChanged 3
		SP:Iteration 9Q (18297.040000 sec): 3 clusters
  Score: Raw -36141.267883 + Penalty 1891.526952 = -34249.740931
  nChanged 1
		SP:Iteration 10Q (18297.040000 sec): 3 clusters
  Score: Raw -36143.429932 + Penalty 1891.526952 = -34251.902979
  nChanged 2
		SP:Iteration 11Q (18297.040000 sec): 3 clusters
  Score: Raw -36149.458543 + Penalty 1891.526952 = -34257.931590
  nChanged 2
		SP:Iteration 12Q (18297.040000 sec): 3 clusters
  Score: Raw -36161.576134 + Penalty 1891.526952 = -34270.049182
  nChanged 3
		SP:Iteration 13Q (18297.040000 sec): 3 clusters
  Score: Raw -36176.569162 + Penalty 1891.526952 = -34285.042209
  nChanged 5
		SP:Iteration 14Q (18297.050000 sec): 3 clusters
  Score: Raw -36201.222032 + Penalty 1891.526952 = -34309.695079
  nChanged 3
		SP:Iteration 15Q (18297.050000 sec): 3 clusters
  Score: Raw -36219.544922 + Penalty 1891.526952 = -34328.017970
  nChanged 3
		SP:Iteration 16Q (18297.050000 sec): 3 clusters
  Score: Raw -36251.160673 + Penalty 1891.526952 = -34359.633721
  nChanged 5
		SP:Iteration 17Q (18297.050000 sec): 3 clusters
  Score: Raw -36284.519339 + Penalty 1891.526952 = -34392.992386
  nChanged 5
		SP:Iteration 18Q (18297.050000 sec): 3 clusters
  Score: Raw -36307.426399 + Penalty 1891.526952 = -34415.899446
  nChanged 7
		SP:Iteration 19Q (18297.050000 sec): 3 clusters
  Score: Raw -36411.952663 + Penalty 1891.526952 = -34520.425711
  nChanged 6
		SP:Iteration 20F (18297.050000 sec): 3 clusters
  Score: Raw -36474.370712 + Penalty 1891.526952 = -34582.843760
  nChanged 7
		SP:Iteration 21Q (18297.050000 sec): 3 clusters
  Score: Raw -36584.358084 + Penalty 1891.526952 = -34692.831131
  nChanged 1
		SP:Iteration 22Q (18297.050000 sec): 3 clusters
  Score: Raw -36588.941814 + Penalty 1891.526952 = -34697.414861
  nChanged 2
		SP:Iteration 23Q (18297.050000 sec): 3 clusters
  Score: Raw -36597.158895 + Penalty 1891.526952 = -34705.631942
  nChanged 0
		SP:Iteration 24F (18297.050000 sec): 3 clusters
  Score: Raw -36597.158895 + Penalty 1891.526952 = -34705.631942
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (13356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18297.100000 sec): 2 clusters
  Score: Raw -1532784.279569 + Penalty 1543.704663 = -1531240.574906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18297.130000 sec): 3 clusters
  Score: Raw -1525151.900108 + Penalty 3087.409325 = -1522064.490783
  nChanged 5821
		SP:Iteration 1F (18297.160000 sec): 3 clusters
  Score: Raw -1528268.910272 + Penalty 3087.409325 = -1525181.500946
  nChanged 804
		SP:Iteration 2F (18297.200000 sec): 3 clusters
  Score: Raw -1528646.397854 + Penalty 3087.409325 = -1525558.988529
  nChanged 754
		SP:Iteration 3F (18297.230000 sec): 3 clusters
  Score: Raw -1529041.354338 + Penalty 3087.409325 = -1525953.945012
  nChanged 759
		SP:Iteration 4F (18297.260000 sec): 3 clusters
  Score: Raw -1529460.626765 + Penalty 3087.409325 = -1526373.217440
  nChanged 734
		SP:Iteration 5F (18297.290000 sec): 3 clusters
  Score: Raw -1529832.139683 + Penalty 3087.409325 = -1526744.730358
  nChanged 697
		SP:Iteration 6F (18297.320000 sec): 3 clusters
  Score: Raw -1530159.801455 + Penalty 3087.409325 = -1527072.392129
  nChanged 611
		SP:Iteration 7Q (18297.350000 sec): 3 clusters
  Score: Raw -1530418.610823 + Penalty 3087.409325 = -1527331.201498
  nChanged 550
		SP:Iteration 8Q (18297.380000 sec): 3 clusters
  Score: Raw -1530640.956424 + Penalty 3087.409325 = -1527553.547098
  nChanged 504
		SP:Iteration 9Q (18297.410000 sec): 3 clusters
  Score: Raw -1530837.307161 + Penalty 3087.409325 = -1527749.897836
  nChanged 424
		SP:Iteration 10Q (18297.440000 sec): 3 clusters
  Score: Raw -1530994.859425 + Penalty 3087.409325 = -1527907.450100
  nChanged 364
		SP:Iteration 11Q (18297.480000 sec): 3 clusters
  Score: Raw -1531125.055111 + Penalty 3087.409325 = -1528037.645785
  nChanged 333
		SP:Iteration 12Q (18297.510000 sec): 3 clusters
  Score: Raw -1531234.484702 + Penalty 3087.409325 = -1528147.075377
  nChanged 274
		SP:Iteration 13Q (18297.540000 sec): 3 clusters
  Score: Raw -1531321.153251 + Penalty 3087.409325 = -1528233.743925
  nChanged 277
		SP:Iteration 14Q (18297.570000 sec): 3 clusters
  Score: Raw -1531415.815799 + Penalty 3087.409325 = -1528328.406473
  nChanged 265
		SP:Iteration 15Q (18297.600000 sec): 3 clusters
  Score: Raw -1531510.177071 + Penalty 3087.409325 = -1528422.767746
  nChanged 260
		SP:Iteration 16Q (18297.630000 sec): 3 clusters
  Score: Raw -1531610.423585 + Penalty 3087.409325 = -1528523.014260
  nChanged 298
		SP:Iteration 17Q (18297.660000 sec): 3 clusters
  Score: Raw -1531730.286269 + Penalty 3087.409325 = -1528642.876943
  nChanged 279
		SP:Iteration 18Q (18297.690000 sec): 3 clusters
  Score: Raw -1531852.222615 + Penalty 3087.409325 = -1528764.813290
  nChanged 300
		SP:Iteration 19Q (18297.720000 sec): 3 clusters
  Score: Raw -1531980.061382 + Penalty 3087.409325 = -1528892.652057
  nChanged 275
		SP:Iteration 20F (18297.760000 sec): 3 clusters
  Score: Raw -1532113.945729 + Penalty 3087.409325 = -1529026.536403
  nChanged 280
		SP:Iteration 21Q (18297.780000 sec): 3 clusters
  Score: Raw -1532275.727216 + Penalty 3087.409325 = -1529188.317891
  nChanged 279
		SP:Iteration 22Q (18297.820000 sec): 3 clusters
  Score: Raw -1532446.188925 + Penalty 3087.409325 = -1529358.779600
  nChanged 251
		SP:Iteration 23Q (18297.850000 sec): 3 clusters
  Score: Raw -1532607.379187 + Penalty 3087.409325 = -1529519.969861
  nChanged 212
		SP:Iteration 24Q (18297.880000 sec): 3 clusters
  Score: Raw -1532749.258466 + Penalty 3087.409325 = -1529661.849141
  nChanged 165
		SP:Iteration 25Q (18297.910000 sec): 3 clusters
  Score: Raw -1532864.579784 + Penalty 3087.409325 = -1529777.170459
  nChanged 106
		SP:Iteration 26Q (18297.940000 sec): 3 clusters
  Score: Raw -1532934.863769 + Penalty 3087.409325 = -1529847.454444
  nChanged 64
		SP:Iteration 27Q (18297.970000 sec): 3 clusters
  Score: Raw -1532975.720813 + Penalty 3087.409325 = -1529888.311488
  nChanged 56
		SP:Iteration 28Q (18298.000000 sec): 3 clusters
  Score: Raw -1533017.615569 + Penalty 3087.409325 = -1529930.206244
  nChanged 49
		SP:Iteration 29Q (18298.020000 sec): 3 clusters
  Score: Raw -1533057.867156 + Penalty 3087.409325 = -1529970.457831
  nChanged 44
		SP:Iteration 30Q (18298.050000 sec): 3 clusters
  Score: Raw -1533094.862056 + Penalty 3087.409325 = -1530007.452731
  nChanged 35
		SP:Iteration 31Q (18298.080000 sec): 3 clusters
  Score: Raw -1533119.640269 + Penalty 3087.409325 = -1530032.230944
  nChanged 35
		SP:Iteration 32Q (18298.100000 sec): 3 clusters
  Score: Raw -1533147.655769 + Penalty 3087.409325 = -1530060.246444
  nChanged 24
		SP:Iteration 33Q (18298.130000 sec): 3 clusters
  Score: Raw -1533167.680307 + Penalty 3087.409325 = -1530080.270981
  nChanged 32
		SP:Iteration 34Q (18298.150000 sec): 3 clusters
  Score: Raw -1533187.705342 + Penalty 3087.409325 = -1530100.296017
  nChanged 22
		SP:Iteration 35Q (18298.170000 sec): 3 clusters
  Score: Raw -1533198.900362 + Penalty 3087.409325 = -1530111.491037
  nChanged 12
		SP:Iteration 36Q (18298.200000 sec): 3 clusters
  Score: Raw -1533205.153157 + Penalty 3087.409325 = -1530117.743832
  nChanged 15
		SP:Iteration 37Q (18298.220000 sec): 3 clusters
  Score: Raw -1533214.515581 + Penalty 3087.409325 = -1530127.106256
  nChanged 12
		SP:Iteration 38Q (18298.250000 sec): 3 clusters
  Score: Raw -1533220.690481 + Penalty 3087.409325 = -1530133.281156
  nChanged 10
		SP:Iteration 39Q (18298.270000 sec): 3 clusters
  Score: Raw -1533227.919022 + Penalty 3087.409325 = -1530140.509696
  nChanged 10
		SP:Iteration 40F (18298.300000 sec): 3 clusters
  Score: Raw -1533235.749638 + Penalty 3087.409325 = -1530148.340312
  nChanged 6
		SP:Iteration 41Q (18298.320000 sec): 3 clusters
  Score: Raw -1533241.376485 + Penalty 3087.409325 = -1530153.967160
  nChanged 10
		SP:Iteration 42Q (18298.350000 sec): 3 clusters
  Score: Raw -1533246.381543 + Penalty 3087.409325 = -1530158.972218
  nChanged 7
		SP:Iteration 43Q (18298.370000 sec): 3 clusters
  Score: Raw -1533250.262091 + Penalty 3087.409325 = -1530162.852766
  nChanged 8
		SP:Iteration 44Q (18298.400000 sec): 3 clusters
  Score: Raw -1533254.329029 + Penalty 3087.409325 = -1530166.919704
  nChanged 6
		SP:Iteration 45Q (18298.420000 sec): 3 clusters
  Score: Raw -1533258.103152 + Penalty 3087.409325 = -1530170.693826
  nChanged 8
		SP:Iteration 46Q (18298.440000 sec): 3 clusters
  Score: Raw -1533262.575779 + Penalty 3087.409325 = -1530175.166453
  nChanged 7
		SP:Iteration 47Q (18298.470000 sec): 3 clusters
  Score: Raw -1533265.523530 + Penalty 3087.409325 = -1530178.114205
  nChanged 8
		SP:Iteration 48Q (18298.490000 sec): 3 clusters
  Score: Raw -1533269.895867 + Penalty 3087.409325 = -1530182.486541
  nChanged 10
		SP:Iteration 49Q (18298.510000 sec): 3 clusters
  Score: Raw -1533275.506761 + Penalty 3087.409325 = -1530188.097435
  nChanged 8
		SP:Iteration 50Q (18298.540000 sec): 3 clusters
  Score: Raw -1533280.570779 + Penalty 3087.409325 = -1530193.161453
  nChanged 5
		SP:Iteration 51Q (18298.560000 sec): 3 clusters
  Score: Raw -1533284.254127 + Penalty 3087.409325 = -1530196.844802
  nChanged 1
		SP:Iteration 52Q (18298.580000 sec): 3 clusters
  Score: Raw -1533284.681290 + Penalty 3087.409325 = -1530197.271965
  nChanged 0
		SP:Iteration 53F (18298.610000 sec): 3 clusters
  Score: Raw -1533284.681290 + Penalty 3087.409325 = -1530197.271965
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18298.620000 sec): 2 clusters
  Score: Raw -78754.834617 + Penalty 1065.707143 = -77689.127474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18298.620000 sec): 3 clusters
  Score: Raw -78598.496925 + Penalty 2131.414286 = -76467.082640
  nChanged 209
		SP:Iteration 1F (18298.620000 sec): 3 clusters
  Score: Raw -78867.821032 + Penalty 2131.414286 = -76736.406746
  nChanged 59
		SP:Iteration 2F (18298.630000 sec): 3 clusters
  Score: Raw -78946.219617 + Penalty 2131.414286 = -76814.805331
  nChanged 31
		SP:Iteration 3Q (18298.630000 sec): 3 clusters
  Score: Raw -79013.487414 + Penalty 2131.414286 = -76882.073128
  nChanged 29
		SP:Iteration 4Q (18298.630000 sec): 3 clusters
  Score: Raw -79057.935059 + Penalty 2131.414286 = -76926.520773
  nChanged 12
		SP:Iteration 5Q (18298.630000 sec): 3 clusters
  Score: Raw -79076.746012 + Penalty 2131.414286 = -76945.331726
  nChanged 7
		SP:Iteration 6Q (18298.630000 sec): 3 clusters
  Score: Raw -79083.633608 + Penalty 2131.414286 = -76952.219322
  nChanged 1
		SP:Iteration 7Q (18298.640000 sec): 3 clusters
  Score: Raw -79084.492469 + Penalty 2131.414286 = -76953.078183
  nChanged 1
		SP:Iteration 8Q (18298.640000 sec): 3 clusters
  Score: Raw -79085.807033 + Penalty 2131.414286 = -76954.392748
  nChanged 0
		SP:Iteration 9F (18298.640000 sec): 3 clusters
  Score: Raw -79085.807033 + Penalty 2131.414286 = -76954.392748
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18298.640000 sec): 2 clusters
  Score: Raw -76483.872479 + Penalty 1071.592187 = -75412.280292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18298.640000 sec): 3 clusters
  Score: Raw -76303.185849 + Penalty 2143.184374 = -74160.001474
  nChanged 211
		SP:Iteration 1F (18298.650000 sec): 3 clusters
  Score: Raw -76535.779858 + Penalty 2143.184374 = -74392.595484
  nChanged 51
		SP:Iteration 2F (18298.650000 sec): 3 clusters
  Score: Raw -76599.752137 + Penalty 2143.184374 = -74456.567763
  nChanged 26
		SP:Iteration 3Q (18298.650000 sec): 3 clusters
  Score: Raw -76637.238633 + Penalty 2143.184374 = -74494.054259
  nChanged 15
		SP:Iteration 4Q (18298.650000 sec): 3 clusters
  Score: Raw -76663.860274 + Penalty 2143.184374 = -74520.675900
  nChanged 17
		SP:Iteration 5Q (18298.660000 sec): 3 clusters
  Score: Raw -76684.123866 + Penalty 2143.184374 = -74540.939492
  nChanged 9
		SP:Iteration 6Q (18298.660000 sec): 3 clusters
  Score: Raw -76692.987319 + Penalty 2143.184374 = -74549.802944
  nChanged 4
		SP:Iteration 7Q (18298.660000 sec): 3 clusters
  Score: Raw -76701.141641 + Penalty 2143.184374 = -74557.957266
  nChanged 5
		SP:Iteration 8Q (18298.660000 sec): 3 clusters
  Score: Raw -76713.939185 + Penalty 2143.184374 = -74570.754811
  nChanged 8
		SP:Iteration 9Q (18298.660000 sec): 3 clusters
  Score: Raw -76727.634101 + Penalty 2143.184374 = -74584.449727
  nChanged 14
		SP:Iteration 10Q (18298.660000 sec): 3 clusters
  Score: Raw -76746.765316 + Penalty 2143.184374 = -74603.580942
  nChanged 7
		SP:Iteration 11Q (18298.660000 sec): 3 clusters
  Score: Raw -76754.132265 + Penalty 2143.184374 = -74610.947891
  nChanged 8
		SP:Iteration 12Q (18298.660000 sec): 3 clusters
  Score: Raw -76763.978721 + Penalty 2143.184374 = -74620.794347
  nChanged 6
		SP:Iteration 13Q (18298.670000 sec): 3 clusters
  Score: Raw -76773.272946 + Penalty 2143.184374 = -74630.088572
  nChanged 7
		SP:Iteration 14Q (18298.670000 sec): 3 clusters
  Score: Raw -76781.103096 + Penalty 2143.184374 = -74637.918721
  nChanged 6
		SP:Iteration 15Q (18298.670000 sec): 3 clusters
  Score: Raw -76785.975786 + Penalty 2143.184374 = -74642.791412
  nChanged 4
		SP:Iteration 16Q (18298.670000 sec): 3 clusters
  Score: Raw -76790.599161 + Penalty 2143.184374 = -74647.414786
  nChanged 5
		SP:Iteration 17Q (18298.670000 sec): 3 clusters
  Score: Raw -76793.862836 + Penalty 2143.184374 = -74650.678462
  nChanged 4
		SP:Iteration 18Q (18298.680000 sec): 3 clusters
  Score: Raw -76799.003440 + Penalty 2143.184374 = -74655.819066
  nChanged 5
		SP:Iteration 19Q (18298.680000 sec): 3 clusters
  Score: Raw -76808.475041 + Penalty 2143.184374 = -74665.290666
  nChanged 6
		SP:Iteration 20F (18298.680000 sec): 3 clusters
  Score: Raw -76815.601427 + Penalty 2143.184374 = -74672.417053
  nChanged 6
		SP:Iteration 21Q (18298.680000 sec): 3 clusters
  Score: Raw -76825.541257 + Penalty 2143.184374 = -74682.356882
  nChanged 5
		SP:Iteration 22Q (18298.680000 sec): 3 clusters
  Score: Raw -76834.176916 + Penalty 2143.184374 = -74690.992542
  nChanged 4
		SP:Iteration 23Q (18298.680000 sec): 3 clusters
  Score: Raw -76839.637723 + Penalty 2143.184374 = -74696.453348
  nChanged 4
		SP:Iteration 24Q (18298.680000 sec): 3 clusters
  Score: Raw -76845.534537 + Penalty 2143.184374 = -74702.350163
  nChanged 6
		SP:Iteration 25Q (18298.690000 sec): 3 clusters
  Score: Raw -76851.416018 + Penalty 2143.184374 = -74708.231644
  nChanged 6
		SP:Iteration 26Q (18298.690000 sec): 3 clusters
  Score: Raw -76859.716645 + Penalty 2143.184374 = -74716.532270
  nChanged 7
		SP:Iteration 27Q (18298.690000 sec): 3 clusters
  Score: Raw -76871.093452 + Penalty 2143.184374 = -74727.909078
  nChanged 5
		SP:Iteration 28Q (18298.690000 sec): 3 clusters
  Score: Raw -76877.282437 + Penalty 2143.184374 = -74734.098063
  nChanged 5
		SP:Iteration 29Q (18298.690000 sec): 3 clusters
  Score: Raw -76883.505948 + Penalty 2143.184374 = -74740.321573
  nChanged 5
		SP:Iteration 30Q (18298.700000 sec): 3 clusters
  Score: Raw -76895.286350 + Penalty 2143.184374 = -74752.101976
  nChanged 6
		SP:Iteration 31Q (18298.700000 sec): 3 clusters
  Score: Raw -76910.056190 + Penalty 2143.184374 = -74766.871816
  nChanged 6
		SP:Iteration 32Q (18298.700000 sec): 3 clusters
  Score: Raw -76923.555869 + Penalty 2143.184374 = -74780.371494
  nChanged 7
		SP:Iteration 33Q (18298.700000 sec): 3 clusters
  Score: Raw -76936.908198 + Penalty 2143.184374 = -74793.723823
  nChanged 7
		SP:Iteration 34Q (18298.700000 sec): 3 clusters
  Score: Raw -76951.241303 + Penalty 2143.184374 = -74808.056929
  nChanged 7
		SP:Iteration 35Q (18298.700000 sec): 3 clusters
  Score: Raw -76971.194571 + Penalty 2143.184374 = -74828.010197
  nChanged 9
		SP:Iteration 36Q (18298.700000 sec): 3 clusters
  Score: Raw -76992.747557 + Penalty 2143.184374 = -74849.563183
  nChanged 3
		SP:Iteration 37Q (18298.700000 sec): 3 clusters
  Score: Raw -76996.503039 + Penalty 2143.184374 = -74853.318664
  nChanged 2
		SP:Iteration 38Q (18298.710000 sec): 3 clusters
  Score: Raw -76999.600338 + Penalty 2143.184374 = -74856.415963
  nChanged 1
		SP:Iteration 39Q (18298.710000 sec): 3 clusters
  Score: Raw -77000.465191 + Penalty 2143.184374 = -74857.280817
  nChanged 1
		SP:Iteration 40F (18298.710000 sec): 3 clusters
  Score: Raw -77001.993243 + Penalty 2143.184374 = -74858.808868
  nChanged 1
		SP:Iteration 41Q (18298.710000 sec): 3 clusters
  Score: Raw -77002.897121 + Penalty 2143.184374 = -74859.712747
  nChanged 2
		SP:Iteration 42Q (18298.710000 sec): 3 clusters
  Score: Raw -77005.223202 + Penalty 2143.184374 = -74862.038828
  nChanged 0
		SP:Iteration 43F (18298.720000 sec): 3 clusters
  Score: Raw -77005.223202 + Penalty 2143.184374 = -74862.038828
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18298.730000 sec): 2 clusters
  Score: Raw -478102.357178 + Penalty 1362.678985 = -476739.678194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18298.740000 sec): 3 clusters
  Score: Raw -475900.361714 + Penalty 2725.357969 = -473175.003744
  nChanged 1759
		SP:Iteration 1F (18298.750000 sec): 3 clusters
  Score: Raw -477009.802759 + Penalty 2725.357969 = -474284.444790
  nChanged 395
		SP:Iteration 2F (18298.760000 sec): 3 clusters
  Score: Raw -477305.886583 + Penalty 2725.357969 = -474580.528614
  nChanged 283
		SP:Iteration 3F (18298.770000 sec): 3 clusters
  Score: Raw -477510.059563 + Penalty 2725.357969 = -474784.701594
  nChanged 205
		SP:Iteration 4Q (18298.780000 sec): 3 clusters
  Score: Raw -477669.688640 + Penalty 2725.357969 = -474944.330670
  nChanged 192
		SP:Iteration 5Q (18298.790000 sec): 3 clusters
  Score: Raw -477812.346279 + Penalty 2725.357969 = -475086.988310
  nChanged 151
		SP:Iteration 6Q (18298.800000 sec): 3 clusters
  Score: Raw -477924.927216 + Penalty 2725.357969 = -475199.569247
  nChanged 134
		SP:Iteration 7Q (18298.810000 sec): 3 clusters
  Score: Raw -478012.374172 + Penalty 2725.357969 = -475287.016203
  nChanged 119
		SP:Iteration 8Q (18298.820000 sec): 3 clusters
  Score: Raw -478077.722796 + Penalty 2725.357969 = -475352.364827
  nChanged 67
		SP:Iteration 9Q (18298.830000 sec): 3 clusters
  Score: Raw -478109.083853 + Penalty 2725.357969 = -475383.725884
  nChanged 52
		SP:Iteration 10Q (18298.840000 sec): 3 clusters
  Score: Raw -478134.920356 + Penalty 2725.357969 = -475409.562386
  nChanged 58
		SP:Iteration 11Q (18298.850000 sec): 3 clusters
  Score: Raw -478166.054859 + Penalty 2725.357969 = -475440.696890
  nChanged 53
		SP:Iteration 12Q (18298.860000 sec): 3 clusters
  Score: Raw -478189.287425 + Penalty 2725.357969 = -475463.929456
  nChanged 43
		SP:Iteration 13Q (18298.870000 sec): 3 clusters
  Score: Raw -478210.539214 + Penalty 2725.357969 = -475485.181244
  nChanged 40
		SP:Iteration 14Q (18298.880000 sec): 3 clusters
  Score: Raw -478229.232380 + Penalty 2725.357969 = -475503.874411
  nChanged 33
		SP:Iteration 15Q (18298.890000 sec): 3 clusters
  Score: Raw -478243.572206 + Penalty 2725.357969 = -475518.214237
  nChanged 23
		SP:Iteration 16Q (18298.900000 sec): 3 clusters
  Score: Raw -478256.881728 + Penalty 2725.357969 = -475531.523759
  nChanged 27
		SP:Iteration 17Q (18298.910000 sec): 3 clusters
  Score: Raw -478273.717243 + Penalty 2725.357969 = -475548.359273
  nChanged 28
		SP:Iteration 18Q (18298.920000 sec): 3 clusters
  Score: Raw -478298.939466 + Penalty 2725.357969 = -475573.581497
  nChanged 37
		SP:Iteration 19Q (18298.930000 sec): 3 clusters
  Score: Raw -478323.080359 + Penalty 2725.357969 = -475597.722390
  nChanged 27
		SP:Iteration 20F (18298.940000 sec): 3 clusters
  Score: Raw -478339.492022 + Penalty 2725.357969 = -475614.134053
  nChanged 27
		SP:Iteration 21Q (18298.950000 sec): 3 clusters
  Score: Raw -478354.875145 + Penalty 2725.357969 = -475629.517175
  nChanged 26
		SP:Iteration 22Q (18298.960000 sec): 3 clusters
  Score: Raw -478366.210711 + Penalty 2725.357969 = -475640.852741
  nChanged 14
		SP:Iteration 23Q (18298.960000 sec): 3 clusters
  Score: Raw -478373.021423 + Penalty 2725.357969 = -475647.663454
  nChanged 11
		SP:Iteration 24Q (18298.980000 sec): 3 clusters
  Score: Raw -478376.394082 + Penalty 2725.357969 = -475651.036113
  nChanged 8
		SP:Iteration 25Q (18298.980000 sec): 3 clusters
  Score: Raw -478378.681278 + Penalty 2725.357969 = -475653.323308
  nChanged 13
		SP:Iteration 26Q (18298.990000 sec): 3 clusters
  Score: Raw -478387.180038 + Penalty 2725.357969 = -475661.822068
  nChanged 14
		SP:Iteration 27Q (18299.000000 sec): 3 clusters
  Score: Raw -478394.481567 + Penalty 2725.357969 = -475669.123598
  nChanged 14
		SP:Iteration 28Q (18299.010000 sec): 3 clusters
  Score: Raw -478400.219339 + Penalty 2725.357969 = -475674.861370
  nChanged 10
		SP:Iteration 29Q (18299.020000 sec): 3 clusters
  Score: Raw -478404.358987 + Penalty 2725.357969 = -475679.001018
  nChanged 12
		SP:Iteration 30Q (18299.030000 sec): 3 clusters
  Score: Raw -478410.635359 + Penalty 2725.357969 = -475685.277390
  nChanged 13
		SP:Iteration 31Q (18299.040000 sec): 3 clusters
  Score: Raw -478417.322137 + Penalty 2725.357969 = -475691.964167
  nChanged 11
		SP:Iteration 32Q (18299.040000 sec): 3 clusters
  Score: Raw -478421.101239 + Penalty 2725.357969 = -475695.743269
  nChanged 8
		SP:Iteration 33Q (18299.060000 sec): 3 clusters
  Score: Raw -478424.060036 + Penalty 2725.357969 = -475698.702067
  nChanged 6
		SP:Iteration 34Q (18299.060000 sec): 3 clusters
  Score: Raw -478426.163951 + Penalty 2725.357969 = -475700.805981
  nChanged 5
		SP:Iteration 35Q (18299.070000 sec): 3 clusters
  Score: Raw -478427.847514 + Penalty 2725.357969 = -475702.489545
  nChanged 5
		SP:Iteration 36Q (18299.080000 sec): 3 clusters
  Score: Raw -478430.552892 + Penalty 2725.357969 = -475705.194923
  nChanged 6
		SP:Iteration 37Q (18299.090000 sec): 3 clusters
  Score: Raw -478433.500938 + Penalty 2725.357969 = -475708.142969
  nChanged 8
		SP:Iteration 38Q (18299.100000 sec): 3 clusters
  Score: Raw -478436.318130 + Penalty 2725.357969 = -475710.960161
  nChanged 7
		SP:Iteration 39Q (18299.110000 sec): 3 clusters
  Score: Raw -478438.605369 + Penalty 2725.357969 = -475713.247400
  nChanged 6
		SP:Iteration 40F (18299.120000 sec): 3 clusters
  Score: Raw -478441.258931 + Penalty 2725.357969 = -475715.900962
  nChanged 5
		SP:Iteration 41Q (18299.120000 sec): 3 clusters
  Score: Raw -478442.927451 + Penalty 2725.357969 = -475717.569481
  nChanged 2
		SP:Iteration 42Q (18299.140000 sec): 3 clusters
  Score: Raw -478443.786455 + Penalty 2725.357969 = -475718.428486
  nChanged 6
		SP:Iteration 43Q (18299.140000 sec): 3 clusters
  Score: Raw -478446.817529 + Penalty 2725.357969 = -475721.459560
  nChanged 8
		SP:Iteration 44Q (18299.150000 sec): 3 clusters
  Score: Raw -478451.934279 + Penalty 2725.357969 = -475726.576310
  nChanged 7
		SP:Iteration 45Q (18299.160000 sec): 3 clusters
  Score: Raw -478455.986714 + Penalty 2725.357969 = -475730.628745
  nChanged 5
		SP:Iteration 46Q (18299.170000 sec): 3 clusters
  Score: Raw -478457.332892 + Penalty 2725.357969 = -475731.974922
  nChanged 0
		SP:Iteration 47F (18299.180000 sec): 3 clusters
  Score: Raw -478457.332892 + Penalty 2725.357969 = -475731.974922
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18299.180000 sec): 2 clusters
  Score: Raw -75048.310877 + Penalty 1072.478956 = -73975.831921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18299.190000 sec): 3 clusters
  Score: Raw -74883.790503 + Penalty 2144.957912 = -72738.832590
  nChanged 194
		SP:Iteration 1F (18299.190000 sec): 3 clusters
  Score: Raw -75085.099174 + Penalty 2144.957912 = -72940.141262
  nChanged 57
		SP:Iteration 2F (18299.190000 sec): 3 clusters
  Score: Raw -75165.729660 + Penalty 2144.957912 = -73020.771748
  nChanged 37
		SP:Iteration 3F (18299.190000 sec): 3 clusters
  Score: Raw -75230.041428 + Penalty 2144.957912 = -73085.083516
  nChanged 23
		SP:Iteration 4Q (18299.200000 sec): 3 clusters
  Score: Raw -75267.899379 + Penalty 2144.957912 = -73122.941466
  nChanged 20
		SP:Iteration 5Q (18299.200000 sec): 3 clusters
  Score: Raw -75288.987911 + Penalty 2144.957912 = -73144.029999
  nChanged 7
		SP:Iteration 6Q (18299.200000 sec): 3 clusters
  Score: Raw -75297.688213 + Penalty 2144.957912 = -73152.730300
  nChanged 4
		SP:Iteration 7Q (18299.200000 sec): 3 clusters
  Score: Raw -75301.092992 + Penalty 2144.957912 = -73156.135080
  nChanged 4
		SP:Iteration 8Q (18299.200000 sec): 3 clusters
  Score: Raw -75303.119939 + Penalty 2144.957912 = -73158.162027
  nChanged 1
		SP:Iteration 9Q (18299.200000 sec): 3 clusters
  Score: Raw -75304.182526 + Penalty 2144.957912 = -73159.224614
  nChanged 1
		SP:Iteration 10Q (18299.200000 sec): 3 clusters
  Score: Raw -75305.261680 + Penalty 2144.957912 = -73160.303768
  nChanged 0
		SP:Iteration 11F (18299.210000 sec): 3 clusters
  Score: Raw -75305.261680 + Penalty 2144.957912 = -73160.303768
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18299.280000 sec): 2 clusters
  Score: Raw -2875050.781589 + Penalty 1642.380816 = -2873408.400773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18299.340000 sec): 3 clusters
  Score: Raw -2860210.852992 + Penalty 3284.761632 = -2856926.091360
  nChanged 11276
		SP:Iteration 1F (18299.390000 sec): 3 clusters
  Score: Raw -2866344.426552 + Penalty 3284.761632 = -2863059.664920
  nChanged 1105
		SP:Iteration 2Q (18299.450000 sec): 3 clusters
  Score: Raw -2866671.871060 + Penalty 3284.761632 = -2863387.109427
  nChanged 1003
		SP:Iteration 3Q (18299.510000 sec): 3 clusters
  Score: Raw -2866983.425019 + Penalty 3284.761632 = -2863698.663387
  nChanged 1063
		SP:Iteration 4Q (18299.570000 sec): 3 clusters
  Score: Raw -2867377.655853 + Penalty 3284.761632 = -2864092.894221
  nChanged 1192
		SP:Iteration 5Q (18299.630000 sec): 3 clusters
  Score: Raw -2867917.069959 + Penalty 3284.761632 = -2864632.308326
  nChanged 1378
		SP:Iteration 6F (18299.690000 sec): 3 clusters
  Score: Raw -2868694.513251 + Penalty 3284.761632 = -2865409.751619
  nChanged 1608
		SP:Iteration 7F (18299.750000 sec): 3 clusters
  Score: Raw -2869788.872216 + Penalty 3284.761632 = -2866504.110583
  nChanged 1737
		SP:Iteration 8F (18299.810000 sec): 3 clusters
  Score: Raw -2871123.307953 + Penalty 3284.761632 = -2867838.546321
  nChanged 1611
		SP:Iteration 9F (18299.860000 sec): 3 clusters
  Score: Raw -2872422.565794 + Penalty 3284.761632 = -2869137.804162
  nChanged 1292
		SP:Iteration 10F (18299.920000 sec): 3 clusters
  Score: Raw -2873450.068579 + Penalty 3284.761632 = -2870165.306947
  nChanged 912
		SP:Iteration 11Q (18299.980000 sec): 3 clusters
  Score: Raw -2874132.349901 + Penalty 3284.761632 = -2870847.588269
  nChanged 584
		SP:Iteration 12Q (18300.040000 sec): 3 clusters
  Score: Raw -2874537.203126 + Penalty 3284.761632 = -2871252.441494
  nChanged 379
		SP:Iteration 13Q (18300.100000 sec): 3 clusters
  Score: Raw -2874780.766615 + Penalty 3284.761632 = -2871496.004983
  nChanged 250
		SP:Iteration 14Q (18300.160000 sec): 3 clusters
  Score: Raw -2874938.986659 + Penalty 3284.761632 = -2871654.225027
  nChanged 180
		SP:Iteration 15Q (18300.210000 sec): 3 clusters
  Score: Raw -2875062.394244 + Penalty 3284.761632 = -2871777.632612
  nChanged 103
		SP:Iteration 16Q (18300.260000 sec): 3 clusters
  Score: Raw -2875136.438069 + Penalty 3284.761632 = -2871851.676437
  nChanged 71
		SP:Iteration 17Q (18300.310000 sec): 3 clusters
  Score: Raw -2875190.106752 + Penalty 3284.761632 = -2871905.345120
  nChanged 49
		SP:Iteration 18Q (18300.360000 sec): 3 clusters
  Score: Raw -2875222.397487 + Penalty 3284.761632 = -2871937.635855
  nChanged 34
		SP:Iteration 19Q (18300.400000 sec): 3 clusters
  Score: Raw -2875246.159023 + Penalty 3284.761632 = -2871961.397390
  nChanged 29
		SP:Iteration 20F (18300.460000 sec): 3 clusters
  Score: Raw -2875267.883191 + Penalty 3284.761632 = -2871983.121559
  nChanged 32
		SP:Iteration 21Q (18300.510000 sec): 3 clusters
  Score: Raw -2875289.884485 + Penalty 3284.761632 = -2872005.122853
  nChanged 22
		SP:Iteration 22Q (18300.560000 sec): 3 clusters
  Score: Raw -2875304.942713 + Penalty 3284.761632 = -2872020.181081
  nChanged 12
		SP:Iteration 23Q (18300.600000 sec): 3 clusters
  Score: Raw -2875312.988259 + Penalty 3284.761632 = -2872028.226627
  nChanged 9
		SP:Iteration 24Q (18300.640000 sec): 3 clusters
  Score: Raw -2875320.507673 + Penalty 3284.761632 = -2872035.746041
  nChanged 11
		SP:Iteration 25Q (18300.690000 sec): 3 clusters
  Score: Raw -2875327.902014 + Penalty 3284.761632 = -2872043.140382
  nChanged 12
		SP:Iteration 26Q (18300.740000 sec): 3 clusters
  Score: Raw -2875334.995170 + Penalty 3284.761632 = -2872050.233538
  nChanged 7
		SP:Iteration 27Q (18300.780000 sec): 3 clusters
  Score: Raw -2875339.870114 + Penalty 3284.761632 = -2872055.108482
  nChanged 6
		SP:Iteration 28Q (18300.820000 sec): 3 clusters
  Score: Raw -2875343.301291 + Penalty 3284.761632 = -2872058.539659
  nChanged 2
		SP:Iteration 29Q (18300.870000 sec): 3 clusters
  Score: Raw -2875344.481934 + Penalty 3284.761632 = -2872059.720302
  nChanged 1
		SP:Iteration 30Q (18300.910000 sec): 3 clusters
  Score: Raw -2875345.334163 + Penalty 3284.761632 = -2872060.572531
  nChanged 0
		SP:Iteration 31F (18300.970000 sec): 3 clusters
  Score: Raw -2875345.334163 + Penalty 3284.761632 = -2872060.572531
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18301.000000 sec): 2 clusters
  Score: Raw -928744.294848 + Penalty 1458.107806 = -927286.187042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18301.020000 sec): 3 clusters
  Score: Raw -924403.404674 + Penalty 2916.215612 = -921487.189063
  nChanged 3291
		SP:Iteration 1F (18301.030000 sec): 3 clusters
  Score: Raw -926130.588311 + Penalty 2916.215612 = -923214.372699
  nChanged 534
		SP:Iteration 2F (18301.050000 sec): 3 clusters
  Score: Raw -926403.099829 + Penalty 2916.215612 = -923486.884217
  nChanged 440
		SP:Iteration 3F (18301.070000 sec): 3 clusters
  Score: Raw -926642.088458 + Penalty 2916.215612 = -923725.872846
  nChanged 404
		SP:Iteration 4F (18301.090000 sec): 3 clusters
  Score: Raw -926857.474345 + Penalty 2916.215612 = -923941.258733
  nChanged 371
		SP:Iteration 5Q (18301.110000 sec): 3 clusters
  Score: Raw -927078.040502 + Penalty 2916.215612 = -924161.824890
  nChanged 350
		SP:Iteration 6Q (18301.120000 sec): 3 clusters
  Score: Raw -927290.229982 + Penalty 2916.215612 = -924374.014370
  nChanged 324
		SP:Iteration 7Q (18301.140000 sec): 3 clusters
  Score: Raw -927482.166547 + Penalty 2916.215612 = -924565.950935
  nChanged 315
		SP:Iteration 8Q (18301.160000 sec): 3 clusters
  Score: Raw -927683.087564 + Penalty 2916.215612 = -924766.871952
  nChanged 314
		SP:Iteration 9Q (18301.180000 sec): 3 clusters
  Score: Raw -927885.906339 + Penalty 2916.215612 = -924969.690727
  nChanged 302
		SP:Iteration 10Q (18301.200000 sec): 3 clusters
  Score: Raw -928053.785995 + Penalty 2916.215612 = -925137.570383
  nChanged 222
		SP:Iteration 11Q (18301.220000 sec): 3 clusters
  Score: Raw -928161.726043 + Penalty 2916.215612 = -925245.510431
  nChanged 207
		SP:Iteration 12Q (18301.230000 sec): 3 clusters
  Score: Raw -928262.359711 + Penalty 2916.215612 = -925346.144099
  nChanged 188
		SP:Iteration 13Q (18301.250000 sec): 3 clusters
  Score: Raw -928360.911004 + Penalty 2916.215612 = -925444.695393
  nChanged 169
		SP:Iteration 14Q (18301.270000 sec): 3 clusters
  Score: Raw -928443.126602 + Penalty 2916.215612 = -925526.910990
  nChanged 131
		SP:Iteration 15Q (18301.280000 sec): 3 clusters
  Score: Raw -928511.812471 + Penalty 2916.215612 = -925595.596859
  nChanged 119
		SP:Iteration 16Q (18301.300000 sec): 3 clusters
  Score: Raw -928569.410456 + Penalty 2916.215612 = -925653.194844
  nChanged 104
		SP:Iteration 17Q (18301.320000 sec): 3 clusters
  Score: Raw -928623.456728 + Penalty 2916.215612 = -925707.241116
  nChanged 95
		SP:Iteration 18Q (18301.340000 sec): 3 clusters
  Score: Raw -928669.551996 + Penalty 2916.215612 = -925753.336384
  nChanged 71
		SP:Iteration 19Q (18301.350000 sec): 3 clusters
  Score: Raw -928701.972273 + Penalty 2916.215612 = -925785.756662
  nChanged 69
		SP:Iteration 20F (18301.370000 sec): 3 clusters
  Score: Raw -928736.141469 + Penalty 2916.215612 = -925819.925857
  nChanged 57
		SP:Iteration 21Q (18301.390000 sec): 3 clusters
  Score: Raw -928762.781698 + Penalty 2916.215612 = -925846.566086
  nChanged 50
		SP:Iteration 22Q (18301.400000 sec): 3 clusters
  Score: Raw -928789.251276 + Penalty 2916.215612 = -925873.035664
  nChanged 40
		SP:Iteration 23Q (18301.420000 sec): 3 clusters
  Score: Raw -928809.859167 + Penalty 2916.215612 = -925893.643555
  nChanged 36
		SP:Iteration 24Q (18301.440000 sec): 3 clusters
  Score: Raw -928828.660569 + Penalty 2916.215612 = -925912.444957
  nChanged 24
		SP:Iteration 25Q (18301.450000 sec): 3 clusters
  Score: Raw -928844.051124 + Penalty 2916.215612 = -925927.835512
  nChanged 25
		SP:Iteration 26Q (18301.470000 sec): 3 clusters
  Score: Raw -928861.841761 + Penalty 2916.215612 = -925945.626149
  nChanged 24
		SP:Iteration 27Q (18301.480000 sec): 3 clusters
  Score: Raw -928876.484348 + Penalty 2916.215612 = -925960.268736
  nChanged 19
		SP:Iteration 28Q (18301.500000 sec): 3 clusters
  Score: Raw -928885.103399 + Penalty 2916.215612 = -925968.887787
  nChanged 17
		SP:Iteration 29Q (18301.510000 sec): 3 clusters
  Score: Raw -928892.579739 + Penalty 2916.215612 = -925976.364127
  nChanged 11
		SP:Iteration 30Q (18301.530000 sec): 3 clusters
  Score: Raw -928898.336545 + Penalty 2916.215612 = -925982.120933
  nChanged 10
		SP:Iteration 31Q (18301.540000 sec): 3 clusters
  Score: Raw -928904.790216 + Penalty 2916.215612 = -925988.574604
  nChanged 12
		SP:Iteration 32Q (18301.560000 sec): 3 clusters
  Score: Raw -928910.783521 + Penalty 2916.215612 = -925994.567909
  nChanged 10
		SP:Iteration 33Q (18301.580000 sec): 3 clusters
  Score: Raw -928915.398314 + Penalty 2916.215612 = -925999.182703
  nChanged 8
		SP:Iteration 34Q (18301.590000 sec): 3 clusters
  Score: Raw -928918.760951 + Penalty 2916.215612 = -926002.545339
  nChanged 7
		SP:Iteration 35Q (18301.600000 sec): 3 clusters
  Score: Raw -928922.909048 + Penalty 2916.215612 = -926006.693436
  nChanged 10
		SP:Iteration 36Q (18301.620000 sec): 3 clusters
  Score: Raw -928928.680203 + Penalty 2916.215612 = -926012.464592
  nChanged 5
		SP:Iteration 37Q (18301.640000 sec): 3 clusters
  Score: Raw -928931.164474 + Penalty 2916.215612 = -926014.948862
  nChanged 4
		SP:Iteration 38Q (18301.650000 sec): 3 clusters
  Score: Raw -928934.134864 + Penalty 2916.215612 = -926017.919252
  nChanged 2
		SP:Iteration 39Q (18301.660000 sec): 3 clusters
  Score: Raw -928935.155192 + Penalty 2916.215612 = -926018.939580
  nChanged 3
		SP:Iteration 40F (18301.680000 sec): 3 clusters
  Score: Raw -928937.096749 + Penalty 2916.215612 = -926020.881137
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18301.700000 sec): 2 clusters
  Score: Raw -456564.973607 + Penalty 1353.137620 = -455211.835986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18301.710000 sec): 3 clusters
  Score: Raw -454455.839788 + Penalty 2706.275241 = -451749.564548
  nChanged 1629
		SP:Iteration 1F (18301.720000 sec): 3 clusters
  Score: Raw -455392.882586 + Penalty 2706.275241 = -452686.607346
  nChanged 343
		SP:Iteration 2F (18301.730000 sec): 3 clusters
  Score: Raw -455657.537462 + Penalty 2706.275241 = -452951.262221
  nChanged 279
		SP:Iteration 3F (18301.740000 sec): 3 clusters
  Score: Raw -455876.157362 + Penalty 2706.275241 = -453169.882121
  nChanged 251
		SP:Iteration 4F (18301.750000 sec): 3 clusters
  Score: Raw -456047.770111 + Penalty 2706.275241 = -453341.494871
  nChanged 225
		SP:Iteration 5F (18301.760000 sec): 3 clusters
  Score: Raw -456214.376883 + Penalty 2706.275241 = -453508.101642
  nChanged 233
		SP:Iteration 6F (18301.770000 sec): 3 clusters
  Score: Raw -456386.244772 + Penalty 2706.275241 = -453679.969531
  nChanged 215
		SP:Iteration 7F (18301.780000 sec): 3 clusters
  Score: Raw -456558.659300 + Penalty 2706.275241 = -453852.384059
  nChanged 193
		SP:Iteration 8Q (18301.780000 sec): 3 clusters
  Score: Raw -456732.510818 + Penalty 2706.275241 = -454026.235578
  nChanged 165
		SP:Iteration 9Q (18301.800000 sec): 3 clusters
  Score: Raw -456874.741492 + Penalty 2706.275241 = -454168.466252
  nChanged 124
		SP:Iteration 10Q (18301.800000 sec): 3 clusters
  Score: Raw -456973.201905 + Penalty 2706.275241 = -454266.926664
  nChanged 90
		SP:Iteration 11Q (18301.810000 sec): 3 clusters
  Score: Raw -457044.063291 + Penalty 2706.275241 = -454337.788051
  nChanged 60
		SP:Iteration 12Q (18301.820000 sec): 3 clusters
  Score: Raw -457091.195877 + Penalty 2706.275241 = -454384.920637
  nChanged 40
		SP:Iteration 13Q (18301.830000 sec): 3 clusters
  Score: Raw -457121.810873 + Penalty 2706.275241 = -454415.535633
  nChanged 33
		SP:Iteration 14Q (18301.840000 sec): 3 clusters
  Score: Raw -457148.104947 + Penalty 2706.275241 = -454441.829706
  nChanged 21
		SP:Iteration 15Q (18301.850000 sec): 3 clusters
  Score: Raw -457163.159577 + Penalty 2706.275241 = -454456.884336
  nChanged 18
		SP:Iteration 16Q (18301.860000 sec): 3 clusters
  Score: Raw -457176.966775 + Penalty 2706.275241 = -454470.691534
  nChanged 13
		SP:Iteration 17Q (18301.870000 sec): 3 clusters
  Score: Raw -457187.233355 + Penalty 2706.275241 = -454480.958115
  nChanged 10
		SP:Iteration 18Q (18301.880000 sec): 3 clusters
  Score: Raw -457196.810164 + Penalty 2706.275241 = -454490.534923
  nChanged 9
		SP:Iteration 19Q (18301.880000 sec): 3 clusters
  Score: Raw -457204.980836 + Penalty 2706.275241 = -454498.705595
  nChanged 3
		SP:Iteration 20F (18301.900000 sec): 3 clusters
  Score: Raw -457206.799663 + Penalty 2706.275241 = -454500.524422
  nChanged 3
		SP:Iteration 21Q (18301.900000 sec): 3 clusters
  Score: Raw -457209.891953 + Penalty 2706.275241 = -454503.616712
  nChanged 3
		SP:Iteration 22Q (18301.910000 sec): 3 clusters
  Score: Raw -457212.582477 + Penalty 2706.275241 = -454506.307236
  nChanged 4
		SP:Iteration 23Q (18301.920000 sec): 3 clusters
  Score: Raw -457215.985676 + Penalty 2706.275241 = -454509.710436
  nChanged 1
		SP:Iteration 24Q (18301.930000 sec): 3 clusters
  Score: Raw -457216.400268 + Penalty 2706.275241 = -454510.125028
  nChanged 0
		SP:Iteration 25F (18301.940000 sec): 3 clusters
  Score: Raw -457216.400268 + Penalty 2706.275241 = -454510.125028
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18301.940000 sec): 2 clusters
  Score: Raw -147379.295070 + Penalty 1171.397555 = -146207.897516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18301.950000 sec): 3 clusters
  Score: Raw -146866.730333 + Penalty 2342.795110 = -144523.935223
  nChanged 449
		SP:Iteration 1F (18301.950000 sec): 3 clusters
  Score: Raw -147376.809064 + Penalty 2342.795110 = -145034.013954
  nChanged 147
		SP:Iteration 2F (18301.960000 sec): 3 clusters
  Score: Raw -147541.250077 + Penalty 2342.795110 = -145198.454968
  nChanged 89
		SP:Iteration 3F (18301.960000 sec): 3 clusters
  Score: Raw -147625.774204 + Penalty 2342.795110 = -145282.979094
  nChanged 58
		SP:Iteration 4Q (18301.960000 sec): 3 clusters
  Score: Raw -147686.134247 + Penalty 2342.795110 = -145343.339137
  nChanged 45
		SP:Iteration 5Q (18301.960000 sec): 3 clusters
  Score: Raw -147729.425081 + Penalty 2342.795110 = -145386.629971
  nChanged 41
		SP:Iteration 6Q (18301.970000 sec): 3 clusters
  Score: Raw -147771.357923 + Penalty 2342.795110 = -145428.562813
  nChanged 41
		SP:Iteration 7Q (18301.970000 sec): 3 clusters
  Score: Raw -147814.701141 + Penalty 2342.795110 = -145471.906031
  nChanged 29
		SP:Iteration 8Q (18301.970000 sec): 3 clusters
  Score: Raw -147843.396805 + Penalty 2342.795110 = -145500.601695
  nChanged 21
		SP:Iteration 9Q (18301.980000 sec): 3 clusters
  Score: Raw -147863.764751 + Penalty 2342.795110 = -145520.969641
  nChanged 14
		SP:Iteration 10Q (18301.980000 sec): 3 clusters
  Score: Raw -147875.805502 + Penalty 2342.795110 = -145533.010392
  nChanged 10
		SP:Iteration 11Q (18301.980000 sec): 3 clusters
  Score: Raw -147889.760668 + Penalty 2342.795110 = -145546.965559
  nChanged 13
		SP:Iteration 12Q (18301.980000 sec): 3 clusters
  Score: Raw -147906.202524 + Penalty 2342.795110 = -145563.407415
  nChanged 13
		SP:Iteration 13Q (18301.990000 sec): 3 clusters
  Score: Raw -147919.755133 + Penalty 2342.795110 = -145576.960023
  nChanged 12
		SP:Iteration 14Q (18301.990000 sec): 3 clusters
  Score: Raw -147936.144049 + Penalty 2342.795110 = -145593.348940
  nChanged 12
		SP:Iteration 15Q (18302.000000 sec): 3 clusters
  Score: Raw -147950.862943 + Penalty 2342.795110 = -145608.067833
  nChanged 12
		SP:Iteration 16Q (18302.000000 sec): 3 clusters
  Score: Raw -147964.172111 + Penalty 2342.795110 = -145621.377001
  nChanged 8
		SP:Iteration 17Q (18302.000000 sec): 3 clusters
  Score: Raw -147979.032799 + Penalty 2342.795110 = -145636.237689
  nChanged 7
		SP:Iteration 18Q (18302.000000 sec): 3 clusters
  Score: Raw -147987.689080 + Penalty 2342.795110 = -145644.893971
  nChanged 3
		SP:Iteration 19Q (18302.000000 sec): 3 clusters
  Score: Raw -147992.919046 + Penalty 2342.795110 = -145650.123936
  nChanged 6
		SP:Iteration 20F (18302.010000 sec): 3 clusters
  Score: Raw -148000.842547 + Penalty 2342.795110 = -145658.047437
  nChanged 3
		SP:Iteration 21Q (18302.010000 sec): 3 clusters
  Score: Raw -148003.377127 + Penalty 2342.795110 = -145660.582017
  nChanged 2
		SP:Iteration 22Q (18302.010000 sec): 3 clusters
  Score: Raw -148004.942985 + Penalty 2342.795110 = -145662.147875
  nChanged 2
		SP:Iteration 23Q (18302.020000 sec): 3 clusters
  Score: Raw -148006.770445 + Penalty 2342.795110 = -145663.975336
  nChanged 2
		SP:Iteration 24Q (18302.020000 sec): 3 clusters
  Score: Raw -148008.504929 + Penalty 2342.795110 = -145665.709819
  nChanged 0
		SP:Iteration 25F (18302.020000 sec): 3 clusters
  Score: Raw -148008.504929 + Penalty 2342.795110 = -145665.709819
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18302.030000 sec): 2 clusters
  Score: Raw -134714.224826 + Penalty 1156.940791 = -133557.284035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18302.030000 sec): 3 clusters
  Score: Raw -134288.992726 + Penalty 2313.881582 = -131975.111144
  nChanged 390
		SP:Iteration 1F (18302.040000 sec): 3 clusters
  Score: Raw -134612.562709 + Penalty 2313.881582 = -132298.681127
  nChanged 79
		SP:Iteration 2F (18302.040000 sec): 3 clusters
  Score: Raw -134688.058589 + Penalty 2313.881582 = -132374.177006
  nChanged 46
		SP:Iteration 3Q (18302.040000 sec): 3 clusters
  Score: Raw -134725.887052 + Penalty 2313.881582 = -132412.005470
  nChanged 40
		SP:Iteration 4Q (18302.040000 sec): 3 clusters
  Score: Raw -134762.988817 + Penalty 2313.881582 = -132449.107235
  nChanged 26
		SP:Iteration 5Q (18302.050000 sec): 3 clusters
  Score: Raw -134786.744280 + Penalty 2313.881582 = -132472.862698
  nChanged 18
		SP:Iteration 6Q (18302.050000 sec): 3 clusters
  Score: Raw -134800.979596 + Penalty 2313.881582 = -132487.098014
  nChanged 20
		SP:Iteration 7Q (18302.050000 sec): 3 clusters
  Score: Raw -134814.592107 + Penalty 2313.881582 = -132500.710525
  nChanged 9
		SP:Iteration 8Q (18302.060000 sec): 3 clusters
  Score: Raw -134821.225411 + Penalty 2313.881582 = -132507.343829
  nChanged 9
		SP:Iteration 9Q (18302.060000 sec): 3 clusters
  Score: Raw -134826.633869 + Penalty 2313.881582 = -132512.752287
  nChanged 3
		SP:Iteration 10Q (18302.060000 sec): 3 clusters
  Score: Raw -134827.801448 + Penalty 2313.881582 = -132513.919865
  nChanged 1
		SP:Iteration 11Q (18302.060000 sec): 3 clusters
  Score: Raw -134828.533677 + Penalty 2313.881582 = -132514.652094
  nChanged 0
		SP:Iteration 12F (18302.070000 sec): 3 clusters
  Score: Raw -134828.533677 + Penalty 2313.881582 = -132514.652094
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18302.070000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18302.070000 sec): 3 clusters
  Score: Raw -26292.258167 + Penalty 1783.904761 = -24508.353406
  nChanged 50
		SP:Iteration 1F (18302.070000 sec): 3 clusters
  Score: Raw -26451.541770 + Penalty 1783.904761 = -24667.637009
  nChanged 15
		SP:Iteration 2F (18302.070000 sec): 3 clusters
  Score: Raw -26531.942147 + Penalty 1783.904761 = -24748.037386
  nChanged 10
		SP:Iteration 3Q (18302.070000 sec): 3 clusters
  Score: Raw -26560.669724 + Penalty 1783.904761 = -24776.764963
  nChanged 9
		SP:Iteration 4Q (18302.070000 sec): 3 clusters
  Score: Raw -26595.792200 + Penalty 1783.904761 = -24811.887439
  nChanged 10
		SP:Iteration 5Q (18302.080000 sec): 3 clusters
  Score: Raw -26641.877657 + Penalty 1783.904761 = -24857.972896
  nChanged 6
		SP:Iteration 6Q (18302.080000 sec): 3 clusters
  Score: Raw -26672.292551 + Penalty 1783.904761 = -24888.387790
  nChanged 5
		SP:Iteration 7Q (18302.080000 sec): 3 clusters
  Score: Raw -26687.396506 + Penalty 1783.904761 = -24903.491745
  nChanged 1
		SP:Iteration 8Q (18302.080000 sec): 3 clusters
  Score: Raw -26691.229222 + Penalty 1783.904761 = -24907.324461
  nChanged 0
		SP:Iteration 9F (18302.080000 sec): 3 clusters
  Score: Raw -26691.229222 + Penalty 1783.904761 = -24907.324461
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (34864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18302.180000 sec): 2 clusters
  Score: Raw -3749204.194807 + Penalty 1699.621634 = -3747504.573173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18302.260000 sec): 3 clusters
  Score: Raw -3727623.563047 + Penalty 3399.243269 = -3724224.319779
  nChanged 16162
		SP:Iteration 1F (18302.350000 sec): 3 clusters
  Score: Raw -3737440.607742 + Penalty 3399.243269 = -3734041.364473
  nChanged 2288
		SP:Iteration 2F (18302.430000 sec): 3 clusters
  Score: Raw -3738759.706232 + Penalty 3399.243269 = -3735360.462964
  nChanged 2338
		SP:Iteration 3F (18302.520000 sec): 3 clusters
  Score: Raw -3740013.469362 + Penalty 3399.243269 = -3736614.226093
  nChanged 2091
		SP:Iteration 4F (18302.600000 sec): 3 clusters
  Score: Raw -3740992.430567 + Penalty 3399.243269 = -3737593.187299
  nChanged 1727
		SP:Iteration 5Q (18302.690000 sec): 3 clusters
  Score: Raw -3741736.466140 + Penalty 3399.243269 = -3738337.222871
  nChanged 1539
		SP:Iteration 6Q (18302.780000 sec): 3 clusters
  Score: Raw -3742294.649203 + Penalty 3399.243269 = -3738895.405934
  nChanged 1235
		SP:Iteration 7Q (18302.860000 sec): 3 clusters
  Score: Raw -3742657.745745 + Penalty 3399.243269 = -3739258.502476
  nChanged 937
		SP:Iteration 8Q (18302.950000 sec): 3 clusters
  Score: Raw -3742890.697333 + Penalty 3399.243269 = -3739491.454064
  nChanged 776
		SP:Iteration 9Q (18303.040000 sec): 3 clusters
  Score: Raw -3743061.375114 + Penalty 3399.243269 = -3739662.131846
  nChanged 662
		SP:Iteration 10Q (18303.120000 sec): 3 clusters
  Score: Raw -3743202.102159 + Penalty 3399.243269 = -3739802.858890
  nChanged 589
		SP:Iteration 11Q (18303.210000 sec): 3 clusters
  Score: Raw -3743326.682114 + Penalty 3399.243269 = -3739927.438845
  nChanged 527
		SP:Iteration 12Q (18303.290000 sec): 3 clusters
  Score: Raw -3743445.639177 + Penalty 3399.243269 = -3740046.395908
  nChanged 546
		SP:Iteration 13Q (18303.380000 sec): 3 clusters
  Score: Raw -3743564.824276 + Penalty 3399.243269 = -3740165.581007
  nChanged 562
		SP:Iteration 14Q (18303.470000 sec): 3 clusters
  Score: Raw -3743700.216002 + Penalty 3399.243269 = -3740300.972734
  nChanged 639
		SP:Iteration 15Q (18303.550000 sec): 3 clusters
  Score: Raw -3743873.000360 + Penalty 3399.243269 = -3740473.757091
  nChanged 664
		SP:Iteration 16Q (18303.640000 sec): 3 clusters
  Score: Raw -3744073.164769 + Penalty 3399.243269 = -3740673.921501
  nChanged 722
		SP:Iteration 17Q (18303.720000 sec): 3 clusters
  Score: Raw -3744304.921224 + Penalty 3399.243269 = -3740905.677956
  nChanged 749
		SP:Iteration 18Q (18303.810000 sec): 3 clusters
  Score: Raw -3744555.562065 + Penalty 3399.243269 = -3741156.318796
  nChanged 798
		SP:Iteration 19Q (18303.900000 sec): 3 clusters
  Score: Raw -3744833.697551 + Penalty 3399.243269 = -3741434.454282
  nChanged 815
		SP:Iteration 20F (18303.980000 sec): 3 clusters
  Score: Raw -3745129.793256 + Penalty 3399.243269 = -3741730.549988
  nChanged 831
		SP:Iteration 21Q (18304.060000 sec): 3 clusters
  Score: Raw -3745466.449986 + Penalty 3399.243269 = -3742067.206717
  nChanged 888
		SP:Iteration 22Q (18304.150000 sec): 3 clusters
  Score: Raw -3745853.572145 + Penalty 3399.243269 = -3742454.328876
  nChanged 925
		SP:Iteration 23Q (18304.230000 sec): 3 clusters
  Score: Raw -3746286.406296 + Penalty 3399.243269 = -3742887.163028
  nChanged 921
		SP:Iteration 24Q (18304.320000 sec): 3 clusters
  Score: Raw -3746708.993085 + Penalty 3399.243269 = -3743309.749816
  nChanged 875
		SP:Iteration 25Q (18304.400000 sec): 3 clusters
  Score: Raw -3747119.008986 + Penalty 3399.243269 = -3743719.765718
  nChanged 800
		SP:Iteration 26Q (18304.470000 sec): 3 clusters
  Score: Raw -3747538.615263 + Penalty 3399.243269 = -3744139.371994
  nChanged 769
		SP:Iteration 27Q (18304.550000 sec): 3 clusters
  Score: Raw -3747983.255063 + Penalty 3399.243269 = -3744584.011795
  nChanged 682
		SP:Iteration 28Q (18304.620000 sec): 3 clusters
  Score: Raw -3748364.159357 + Penalty 3399.243269 = -3744964.916088
  nChanged 564
		SP:Iteration 29Q (18304.700000 sec): 3 clusters
  Score: Raw -3748676.669634 + Penalty 3399.243269 = -3745277.426366
  nChanged 458
		SP:Iteration 30Q (18304.770000 sec): 3 clusters
  Score: Raw -3748943.817353 + Penalty 3399.243269 = -3745544.574084
  nChanged 396
		SP:Iteration 31Q (18304.840000 sec): 3 clusters
  Score: Raw -3749165.384963 + Penalty 3399.243269 = -3745766.141694
  nChanged 327
		SP:Iteration 32Q (18304.910000 sec): 3 clusters
  Score: Raw -3749351.873495 + Penalty 3399.243269 = -3745952.630226
  nChanged 247
		SP:Iteration 33Q (18304.980000 sec): 3 clusters
  Score: Raw -3749479.712520 + Penalty 3399.243269 = -3746080.469252
  nChanged 190
		SP:Iteration 34Q (18305.050000 sec): 3 clusters
  Score: Raw -3749581.591773 + Penalty 3399.243269 = -3746182.348504
  nChanged 153
		SP:Iteration 35Q (18305.120000 sec): 3 clusters
  Score: Raw -3749657.788156 + Penalty 3399.243269 = -3746258.544887
  nChanged 126
		SP:Iteration 36Q (18305.190000 sec): 3 clusters
  Score: Raw -3749723.845105 + Penalty 3399.243269 = -3746324.601836
  nChanged 95
		SP:Iteration 37Q (18305.250000 sec): 3 clusters
  Score: Raw -3749765.803898 + Penalty 3399.243269 = -3746366.560630
  nChanged 68
		SP:Iteration 38Q (18305.320000 sec): 3 clusters
  Score: Raw -3749792.612489 + Penalty 3399.243269 = -3746393.369220
  nChanged 61
		SP:Iteration 39Q (18305.380000 sec): 3 clusters
  Score: Raw -3749816.677320 + Penalty 3399.243269 = -3746417.434052
  nChanged 45
		SP:Iteration 40F (18305.460000 sec): 3 clusters
  Score: Raw -3749838.621827 + Penalty 3399.243269 = -3746439.378558
  nChanged 43
		SP:Iteration 41Q (18305.530000 sec): 3 clusters
  Score: Raw -3749856.120173 + Penalty 3399.243269 = -3746456.876904
  nChanged 45
		SP:Iteration 42Q (18305.590000 sec): 3 clusters
  Score: Raw -3749873.578774 + Penalty 3399.243269 = -3746474.335506
  nChanged 43
		SP:Iteration 43Q (18305.660000 sec): 3 clusters
  Score: Raw -3749890.517384 + Penalty 3399.243269 = -3746491.274115
  nChanged 39
		SP:Iteration 44Q (18305.720000 sec): 3 clusters
  Score: Raw -3749906.322077 + Penalty 3399.243269 = -3746507.078809
  nChanged 31
		SP:Iteration 45Q (18305.780000 sec): 3 clusters
  Score: Raw -3749919.420112 + Penalty 3399.243269 = -3746520.176843
  nChanged 24
		SP:Iteration 46Q (18305.840000 sec): 3 clusters
  Score: Raw -3749926.837173 + Penalty 3399.243269 = -3746527.593905
  nChanged 14
		SP:Iteration 47Q (18305.900000 sec): 3 clusters
  Score: Raw -3749932.273026 + Penalty 3399.243269 = -3746533.029757
  nChanged 14
		SP:Iteration 48Q (18305.970000 sec): 3 clusters
  Score: Raw -3749939.081608 + Penalty 3399.243269 = -3746539.838340
  nChanged 11
		SP:Iteration 49Q (18306.030000 sec): 3 clusters
  Score: Raw -3749943.565525 + Penalty 3399.243269 = -3746544.322256
  nChanged 10
		SP:Iteration 50Q (18306.090000 sec): 3 clusters
  Score: Raw -3749946.347355 + Penalty 3399.243269 = -3746547.104086
  nChanged 8
		SP:Iteration 51Q (18306.150000 sec): 3 clusters
  Score: Raw -3749948.186153 + Penalty 3399.243269 = -3746548.942884
  nChanged 6
		SP:Iteration 52Q (18306.220000 sec): 3 clusters
  Score: Raw -3749949.788392 + Penalty 3399.243269 = -3746550.545124
  nChanged 6
		SP:Iteration 53Q (18306.280000 sec): 3 clusters
  Score: Raw -3749952.201049 + Penalty 3399.243269 = -3746552.957780
  nChanged 3
		SP:Iteration 54Q (18306.340000 sec): 3 clusters
  Score: Raw -3749953.049463 + Penalty 3399.243269 = -3746553.806195
  nChanged 2
		SP:Iteration 55Q (18306.400000 sec): 3 clusters
  Score: Raw -3749954.291149 + Penalty 3399.243269 = -3746555.047881
  nChanged 1
		SP:Iteration 56Q (18306.460000 sec): 3 clusters
  Score: Raw -3749954.513816 + Penalty 3399.243269 = -3746555.270547
  nChanged 0
		SP:Iteration 57F (18306.550000 sec): 3 clusters
  Score: Raw -3749954.513816 + Penalty 3399.243269 = -3746555.270547
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18306.570000 sec): 2 clusters
  Score: Raw -502223.729652 + Penalty 1361.413808 = -500862.315844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18306.580000 sec): 3 clusters
  Score: Raw -500004.544702 + Penalty 2722.827615 = -497281.717087
  nChanged 1731
		SP:Iteration 1F (18306.600000 sec): 3 clusters
  Score: Raw -500942.292468 + Penalty 2722.827615 = -498219.464853
  nChanged 318
		SP:Iteration 2F (18306.600000 sec): 3 clusters
  Score: Raw -501110.378196 + Penalty 2722.827615 = -498387.550580
  nChanged 229
		SP:Iteration 3F (18306.620000 sec): 3 clusters
  Score: Raw -501226.013866 + Penalty 2722.827615 = -498503.186251
  nChanged 185
		SP:Iteration 4Q (18306.620000 sec): 3 clusters
  Score: Raw -501322.699099 + Penalty 2722.827615 = -498599.871484
  nChanged 166
		SP:Iteration 5Q (18306.640000 sec): 3 clusters
  Score: Raw -501415.804522 + Penalty 2722.827615 = -498692.976906
  nChanged 138
		SP:Iteration 6Q (18306.640000 sec): 3 clusters
  Score: Raw -501502.147552 + Penalty 2722.827615 = -498779.319937
  nChanged 162
		SP:Iteration 7Q (18306.660000 sec): 3 clusters
  Score: Raw -501613.131489 + Penalty 2722.827615 = -498890.303874
  nChanged 161
		SP:Iteration 8Q (18306.660000 sec): 3 clusters
  Score: Raw -501726.725694 + Penalty 2722.827615 = -499003.898079
  nChanged 170
		SP:Iteration 9Q (18306.680000 sec): 3 clusters
  Score: Raw -501827.935644 + Penalty 2722.827615 = -499105.108028
  nChanged 147
		SP:Iteration 10Q (18306.680000 sec): 3 clusters
  Score: Raw -501918.973118 + Penalty 2722.827615 = -499196.145503
  nChanged 142
		SP:Iteration 11Q (18306.700000 sec): 3 clusters
  Score: Raw -502007.257515 + Penalty 2722.827615 = -499284.429899
  nChanged 135
		SP:Iteration 12Q (18306.700000 sec): 3 clusters
  Score: Raw -502084.628187 + Penalty 2722.827615 = -499361.800572
  nChanged 138
		SP:Iteration 13Q (18306.720000 sec): 3 clusters
  Score: Raw -502163.117475 + Penalty 2722.827615 = -499440.289859
  nChanged 116
		SP:Iteration 14Q (18306.720000 sec): 3 clusters
  Score: Raw -502225.380971 + Penalty 2722.827615 = -499502.553356
  nChanged 105
		SP:Iteration 15Q (18306.740000 sec): 3 clusters
  Score: Raw -502281.576655 + Penalty 2722.827615 = -499558.749039
  nChanged 92
		SP:Iteration 16Q (18306.740000 sec): 3 clusters
  Score: Raw -502330.672299 + Penalty 2722.827615 = -499607.844684
  nChanged 73
		SP:Iteration 17Q (18306.760000 sec): 3 clusters
  Score: Raw -502359.847095 + Penalty 2722.827615 = -499637.019479
  nChanged 60
		SP:Iteration 18Q (18306.760000 sec): 3 clusters
  Score: Raw -502383.732326 + Penalty 2722.827615 = -499660.904711
  nChanged 38
		SP:Iteration 19Q (18306.780000 sec): 3 clusters
  Score: Raw -502398.534792 + Penalty 2722.827615 = -499675.707177
  nChanged 34
		SP:Iteration 20F (18306.780000 sec): 3 clusters
  Score: Raw -502408.411598 + Penalty 2722.827615 = -499685.583983
  nChanged 20
		SP:Iteration 21Q (18306.800000 sec): 3 clusters
  Score: Raw -502415.577333 + Penalty 2722.827615 = -499692.749718
  nChanged 14
		SP:Iteration 22Q (18306.800000 sec): 3 clusters
  Score: Raw -502420.123504 + Penalty 2722.827615 = -499697.295889
  nChanged 12
		SP:Iteration 23Q (18306.820000 sec): 3 clusters
  Score: Raw -502422.585701 + Penalty 2722.827615 = -499699.758086
  nChanged 6
		SP:Iteration 24Q (18306.820000 sec): 3 clusters
  Score: Raw -502423.910223 + Penalty 2722.827615 = -499701.082608
  nChanged 8
		SP:Iteration 25Q (18306.830000 sec): 3 clusters
  Score: Raw -502426.212616 + Penalty 2722.827615 = -499703.385001
  nChanged 10
		SP:Iteration 26Q (18306.840000 sec): 3 clusters
  Score: Raw -502429.325179 + Penalty 2722.827615 = -499706.497563
  nChanged 13
		SP:Iteration 27Q (18306.850000 sec): 3 clusters
  Score: Raw -502433.169624 + Penalty 2722.827615 = -499710.342009
  nChanged 13
		SP:Iteration 28Q (18306.860000 sec): 3 clusters
  Score: Raw -502437.044168 + Penalty 2722.827615 = -499714.216553
  nChanged 10
		SP:Iteration 29Q (18306.870000 sec): 3 clusters
  Score: Raw -502440.209039 + Penalty 2722.827615 = -499717.381423
  nChanged 12
		SP:Iteration 30Q (18306.880000 sec): 3 clusters
  Score: Raw -502443.293693 + Penalty 2722.827615 = -499720.466077
  nChanged 8
		SP:Iteration 31Q (18306.890000 sec): 3 clusters
  Score: Raw -502444.766501 + Penalty 2722.827615 = -499721.938886
  nChanged 3
		SP:Iteration 32Q (18306.900000 sec): 3 clusters
  Score: Raw -502445.337940 + Penalty 2722.827615 = -499722.510324
  nChanged 1
		SP:Iteration 33Q (18306.910000 sec): 3 clusters
  Score: Raw -502445.415125 + Penalty 2722.827615 = -499722.587510
  nChanged 1
		SP:Iteration 34Q (18306.920000 sec): 3 clusters
  Score: Raw -502445.712433 + Penalty 2722.827615 = -499722.884818
  nChanged 3
		SP:Iteration 35Q (18306.930000 sec): 3 clusters
  Score: Raw -502446.277892 + Penalty 2722.827615 = -499723.450277
  nChanged 3
		SP:Iteration 36Q (18306.940000 sec): 3 clusters
  Score: Raw -502446.651181 + Penalty 2722.827615 = -499723.823566
  nChanged 0
		SP:Iteration 37F (18306.950000 sec): 3 clusters
  Score: Raw -502446.651181 + Penalty 2722.827615 = -499723.823566
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18306.960000 sec): 2 clusters
  Score: Raw -251077.956123 + Penalty 1278.093043 = -249799.863080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18306.970000 sec): 3 clusters
  Score: Raw -249982.435137 + Penalty 2556.186085 = -247426.249052
  nChanged 951
		SP:Iteration 1F (18306.980000 sec): 3 clusters
  Score: Raw -250820.626845 + Penalty 2556.186085 = -248264.440760
  nChanged 266
		SP:Iteration 2F (18306.980000 sec): 3 clusters
  Score: Raw -251130.629100 + Penalty 2556.186085 = -248574.443015
  nChanged 189
		SP:Iteration 3F (18306.990000 sec): 3 clusters
  Score: Raw -251349.172791 + Penalty 2556.186085 = -248792.986706
  nChanged 166
		SP:Iteration 4F (18307.000000 sec): 3 clusters
  Score: Raw -251511.352114 + Penalty 2556.186085 = -248955.166029
  nChanged 105
		SP:Iteration 5Q (18307.000000 sec): 3 clusters
  Score: Raw -251593.018234 + Penalty 2556.186085 = -249036.832149
  nChanged 77
		SP:Iteration 6Q (18307.010000 sec): 3 clusters
  Score: Raw -251642.653252 + Penalty 2556.186085 = -249086.467167
  nChanged 54
		SP:Iteration 7Q (18307.010000 sec): 3 clusters
  Score: Raw -251677.743073 + Penalty 2556.186085 = -249121.556988
  nChanged 47
		SP:Iteration 8Q (18307.020000 sec): 3 clusters
  Score: Raw -251705.747185 + Penalty 2556.186085 = -249149.561100
  nChanged 32
		SP:Iteration 9Q (18307.020000 sec): 3 clusters
  Score: Raw -251724.519462 + Penalty 2556.186085 = -249168.333377
  nChanged 27
		SP:Iteration 10Q (18307.030000 sec): 3 clusters
  Score: Raw -251740.791809 + Penalty 2556.186085 = -249184.605724
  nChanged 27
		SP:Iteration 11Q (18307.040000 sec): 3 clusters
  Score: Raw -251751.672099 + Penalty 2556.186085 = -249195.486014
  nChanged 17
		SP:Iteration 12Q (18307.040000 sec): 3 clusters
  Score: Raw -251760.088309 + Penalty 2556.186085 = -249203.902224
  nChanged 23
		SP:Iteration 13Q (18307.050000 sec): 3 clusters
  Score: Raw -251772.664158 + Penalty 2556.186085 = -249216.478073
  nChanged 13
		SP:Iteration 14Q (18307.050000 sec): 3 clusters
  Score: Raw -251783.834921 + Penalty 2556.186085 = -249227.648836
  nChanged 21
		SP:Iteration 15Q (18307.060000 sec): 3 clusters
  Score: Raw -251793.835912 + Penalty 2556.186085 = -249237.649827
  nChanged 17
		SP:Iteration 16Q (18307.060000 sec): 3 clusters
  Score: Raw -251801.417421 + Penalty 2556.186085 = -249245.231336
  nChanged 15
		SP:Iteration 17Q (18307.070000 sec): 3 clusters
  Score: Raw -251808.408222 + Penalty 2556.186085 = -249252.222137
  nChanged 10
		SP:Iteration 18Q (18307.070000 sec): 3 clusters
  Score: Raw -251812.290581 + Penalty 2556.186085 = -249256.104496
  nChanged 6
		SP:Iteration 19Q (18307.080000 sec): 3 clusters
  Score: Raw -251814.076407 + Penalty 2556.186085 = -249257.890322
  nChanged 1
		SP:Iteration 20F (18307.080000 sec): 3 clusters
  Score: Raw -251814.538228 + Penalty 2556.186085 = -249258.352143
  nChanged 2
		SP:Iteration 21Q (18307.090000 sec): 3 clusters
  Score: Raw -251816.023517 + Penalty 2556.186085 = -249259.837432
  nChanged 4
		SP:Iteration 22Q (18307.100000 sec): 3 clusters
  Score: Raw -251816.937583 + Penalty 2556.186085 = -249260.751498
  nChanged 3
		SP:Iteration 23Q (18307.110000 sec): 3 clusters
  Score: Raw -251817.724727 + Penalty 2556.186085 = -249261.538642
  nChanged 2
		SP:Iteration 24Q (18307.110000 sec): 3 clusters
  Score: Raw -251818.543279 + Penalty 2556.186085 = -249262.357194
  nChanged 4
		SP:Iteration 25Q (18307.120000 sec): 3 clusters
  Score: Raw -251820.850983 + Penalty 2556.186085 = -249264.664898
  nChanged 8
		SP:Iteration 26Q (18307.130000 sec): 3 clusters
  Score: Raw -251826.041176 + Penalty 2556.186085 = -249269.855091
  nChanged 9
		SP:Iteration 27Q (18307.130000 sec): 3 clusters
  Score: Raw -251829.269420 + Penalty 2556.186085 = -249273.083335
  nChanged 11
		SP:Iteration 28Q (18307.130000 sec): 3 clusters
  Score: Raw -251836.389822 + Penalty 2556.186085 = -249280.203736
  nChanged 8
		SP:Iteration 29Q (18307.140000 sec): 3 clusters
  Score: Raw -251839.199544 + Penalty 2556.186085 = -249283.013459
  nChanged 8
		SP:Iteration 30Q (18307.150000 sec): 3 clusters
  Score: Raw -251842.243554 + Penalty 2556.186085 = -249286.057469
  nChanged 7
		SP:Iteration 31Q (18307.150000 sec): 3 clusters
  Score: Raw -251844.246671 + Penalty 2556.186085 = -249288.060586
  nChanged 3
		SP:Iteration 32Q (18307.160000 sec): 3 clusters
  Score: Raw -251844.948219 + Penalty 2556.186085 = -249288.762134
  nChanged 2
		SP:Iteration 33Q (18307.160000 sec): 3 clusters
  Score: Raw -251845.371464 + Penalty 2556.186085 = -249289.185379
  nChanged 0
		SP:Iteration 34F (18307.170000 sec): 3 clusters
  Score: Raw -251845.371464 + Penalty 2556.186085 = -249289.185379
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18307.280000 sec): 2 clusters
  Score: Raw -4464619.525933 + Penalty 1713.155484 = -4462906.370449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18307.380000 sec): 3 clusters
  Score: Raw -4440997.711385 + Penalty 3426.310968 = -4437571.400417
  nChanged 17577
		SP:Iteration 1F (18307.470000 sec): 3 clusters
  Score: Raw -4450843.839471 + Penalty 3426.310968 = -4447417.528503
  nChanged 1836
		SP:Iteration 2Q (18307.560000 sec): 3 clusters
  Score: Raw -4451627.905133 + Penalty 3426.310968 = -4448201.594165
  nChanged 2155
		SP:Iteration 3F (18307.650000 sec): 3 clusters
  Score: Raw -4452712.402028 + Penalty 3426.310968 = -4449286.091059
  nChanged 2540
		SP:Iteration 4F (18307.750000 sec): 3 clusters
  Score: Raw -4454324.723134 + Penalty 3426.310968 = -4450898.412166
  nChanged 3003
		SP:Iteration 5F (18307.840000 sec): 3 clusters
  Score: Raw -4456659.663818 + Penalty 3426.310968 = -4453233.352850
  nChanged 3053
		SP:Iteration 6F (18307.930000 sec): 3 clusters
  Score: Raw -4459304.137646 + Penalty 3426.310968 = -4455877.826678
  nChanged 2503
		SP:Iteration 7F (18308.030000 sec): 3 clusters
  Score: Raw -4461557.846791 + Penalty 3426.310968 = -4458131.535823
  nChanged 1733
		SP:Iteration 8Q (18308.120000 sec): 3 clusters
  Score: Raw -4463040.883448 + Penalty 3426.310968 = -4459614.572480
  nChanged 1048
		SP:Iteration 9Q (18308.210000 sec): 3 clusters
  Score: Raw -4463888.406716 + Penalty 3426.310968 = -4460462.095748
  nChanged 598
		SP:Iteration 10Q (18308.290000 sec): 3 clusters
  Score: Raw -4464341.741083 + Penalty 3426.310968 = -4460915.430115
  nChanged 311
		SP:Iteration 11Q (18308.370000 sec): 3 clusters
  Score: Raw -4464559.628946 + Penalty 3426.310968 = -4461133.317978
  nChanged 182
		SP:Iteration 12Q (18308.450000 sec): 3 clusters
  Score: Raw -4464694.589190 + Penalty 3426.310968 = -4461268.278222
  nChanged 105
		SP:Iteration 13Q (18308.520000 sec): 3 clusters
  Score: Raw -4464779.687904 + Penalty 3426.310968 = -4461353.376936
  nChanged 50
		SP:Iteration 14Q (18308.590000 sec): 3 clusters
  Score: Raw -4464819.683251 + Penalty 3426.310968 = -4461393.372283
  nChanged 37
		SP:Iteration 15Q (18308.670000 sec): 3 clusters
  Score: Raw -4464844.633330 + Penalty 3426.310968 = -4461418.322362
  nChanged 16
		SP:Iteration 16Q (18308.730000 sec): 3 clusters
  Score: Raw -4464855.426153 + Penalty 3426.310968 = -4461429.115185
  nChanged 12
		SP:Iteration 17Q (18308.800000 sec): 3 clusters
  Score: Raw -4464862.735658 + Penalty 3426.310968 = -4461436.424690
  nChanged 13
		SP:Iteration 18Q (18308.870000 sec): 3 clusters
  Score: Raw -4464874.198148 + Penalty 3426.310968 = -4461447.887180
  nChanged 16
		SP:Iteration 19Q (18308.940000 sec): 3 clusters
  Score: Raw -4464886.792335 + Penalty 3426.310968 = -4461460.481367
  nChanged 7
		SP:Iteration 20F (18309.030000 sec): 3 clusters
  Score: Raw -4464890.428637 + Penalty 3426.310968 = -4461464.117668
  nChanged 6
		SP:Iteration 21Q (18309.100000 sec): 3 clusters
  Score: Raw -4464894.473607 + Penalty 3426.310968 = -4461468.162639
  nChanged 7
		SP:Iteration 22Q (18309.170000 sec): 3 clusters
  Score: Raw -4464901.219041 + Penalty 3426.310968 = -4461474.908073
  nChanged 10
		SP:Iteration 23Q (18309.240000 sec): 3 clusters
  Score: Raw -4464908.818409 + Penalty 3426.310968 = -4461482.507441
  nChanged 2
		SP:Iteration 24Q (18309.310000 sec): 3 clusters
  Score: Raw -4464910.333787 + Penalty 3426.310968 = -4461484.022818
  nChanged 2
		SP:Iteration 25Q (18309.370000 sec): 3 clusters
  Score: Raw -4464911.695503 + Penalty 3426.310968 = -4461485.384534
  nChanged 1
		SP:Iteration 26Q (18309.440000 sec): 3 clusters
  Score: Raw -4464912.433175 + Penalty 3426.310968 = -4461486.122206
  nChanged 2
		SP:Iteration 27Q (18309.510000 sec): 3 clusters
  Score: Raw -4464914.062848 + Penalty 3426.310968 = -4461487.751880
  nChanged 2
		SP:Iteration 28Q (18309.570000 sec): 3 clusters
  Score: Raw -4464915.687888 + Penalty 3426.310968 = -4461489.376920
  nChanged 3
		SP:Iteration 29Q (18309.640000 sec): 3 clusters
  Score: Raw -4464916.692235 + Penalty 3426.310968 = -4461490.381267
  nChanged 1
		SP:Iteration 30Q (18309.710000 sec): 3 clusters
  Score: Raw -4464917.308649 + Penalty 3426.310968 = -4461490.997681
  nChanged 0
		SP:Iteration 31F (18309.800000 sec): 3 clusters
  Score: Raw -4464917.308649 + Penalty 3426.310968 = -4461490.997681
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18309.820000 sec): 2 clusters
  Score: Raw -71850.205428 + Penalty 1059.361434 = -70790.843993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18309.830000 sec): 3 clusters
  Score: Raw -71729.541488 + Penalty 2118.722869 = -69610.818620
  nChanged 180
		SP:Iteration 1F (18309.830000 sec): 3 clusters
  Score: Raw -72006.988401 + Penalty 2118.722869 = -69888.265533
  nChanged 47
		SP:Iteration 2F (18309.830000 sec): 3 clusters
  Score: Raw -72090.439270 + Penalty 2118.722869 = -69971.716401
  nChanged 20
		SP:Iteration 3Q (18309.830000 sec): 3 clusters
  Score: Raw -72127.555695 + Penalty 2118.722869 = -70008.832826
  nChanged 16
		SP:Iteration 4Q (18309.830000 sec): 3 clusters
  Score: Raw -72149.582383 + Penalty 2118.722869 = -70030.859515
  nChanged 10
		SP:Iteration 5Q (18309.830000 sec): 3 clusters
  Score: Raw -72163.164826 + Penalty 2118.722869 = -70044.441958
  nChanged 11
		SP:Iteration 6Q (18309.830000 sec): 3 clusters
  Score: Raw -72181.194098 + Penalty 2118.722869 = -70062.471230
  nChanged 11
		SP:Iteration 7Q (18309.830000 sec): 3 clusters
  Score: Raw -72199.433907 + Penalty 2118.722869 = -70080.711038
  nChanged 10
		SP:Iteration 8Q (18309.840000 sec): 3 clusters
  Score: Raw -72216.732428 + Penalty 2118.722869 = -70098.009559
  nChanged 5
		SP:Iteration 9Q (18309.840000 sec): 3 clusters
  Score: Raw -72223.213519 + Penalty 2118.722869 = -70104.490651
  nChanged 5
		SP:Iteration 10Q (18309.840000 sec): 3 clusters
  Score: Raw -72243.840297 + Penalty 2118.722869 = -70125.117429
  nChanged 3
		SP:Iteration 11Q (18309.840000 sec): 3 clusters
  Score: Raw -72246.406091 + Penalty 2118.722869 = -70127.683222
  nChanged 2
		SP:Iteration 12Q (18309.840000 sec): 3 clusters
  Score: Raw -72248.227404 + Penalty 2118.722869 = -70129.504536
  nChanged 1
		SP:Iteration 13Q (18309.850000 sec): 3 clusters
  Score: Raw -72248.625308 + Penalty 2118.722869 = -70129.902440
  nChanged 0
		SP:Iteration 14F (18309.850000 sec): 3 clusters
  Score: Raw -72248.625308 + Penalty 2118.722869 = -70129.902440
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 81 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18309.850000 sec): 2 clusters
  Score: Raw -15923.652376 + Penalty 832.644147 = -15091.008229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18309.850000 sec): 3 clusters
  Score: Raw -16166.479004 + Penalty 1665.288293 = -14501.190710
  nChanged 26
		SP:Iteration 1F (18309.850000 sec): 3 clusters
  Score: Raw -16276.675470 + Penalty 1665.288293 = -14611.387177
  nChanged 4
		SP:Iteration 2Q (18309.850000 sec): 3 clusters
  Score: Raw -16287.413693 + Penalty 1665.288293 = -14622.125399
  nChanged 0
		SP:Iteration 3F (18309.850000 sec): 3 clusters
  Score: Raw -16287.413693 + Penalty 1665.288293 = -14622.125399
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 82 (1008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18309.860000 sec): 2 clusters
  Score: Raw -109526.596417 + Penalty 1123.805060 = -108402.791357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18309.860000 sec): 3 clusters
  Score: Raw -109188.883136 + Penalty 2247.610121 = -106941.273015
  nChanged 301
		SP:Iteration 1F (18309.860000 sec): 3 clusters
  Score: Raw -109411.089435 + Penalty 2247.610121 = -107163.479314
  nChanged 72
		SP:Iteration 2F (18309.870000 sec): 3 clusters
  Score: Raw -109485.114839 + Penalty 2247.610121 = -107237.504718
  nChanged 38
		SP:Iteration 3Q (18309.870000 sec): 3 clusters
  Score: Raw -109522.576470 + Penalty 2247.610121 = -107274.966349
  nChanged 25
		SP:Iteration 4Q (18309.870000 sec): 3 clusters
  Score: Raw -109545.157379 + Penalty 2247.610121 = -107297.547258
  nChanged 15
		SP:Iteration 5Q (18309.870000 sec): 3 clusters
  Score: Raw -109560.403407 + Penalty 2247.610121 = -107312.793286
  nChanged 10
		SP:Iteration 6Q (18309.870000 sec): 3 clusters
  Score: Raw -109567.300665 + Penalty 2247.610121 = -107319.690544
  nChanged 3
		SP:Iteration 7Q (18309.880000 sec): 3 clusters
  Score: Raw -109569.595856 + Penalty 2247.610121 = -107321.985735
  nChanged 1
		SP:Iteration 8Q (18309.880000 sec): 3 clusters
  Score: Raw -109570.532012 + Penalty 2247.610121 = -107322.921891
  nChanged 2
		SP:Iteration 9Q (18309.880000 sec): 3 clusters
  Score: Raw -109571.003852 + Penalty 2247.610121 = -107323.393731
  nChanged 0
		SP:Iteration 10F (18309.890000 sec): 3 clusters
  Score: Raw -109571.003852 + Penalty 2247.610121 = -107323.393731
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 83 (5112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18309.900000 sec): 2 clusters
  Score: Raw -580942.555795 + Penalty 1387.643724 = -579554.912070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18309.910000 sec): 3 clusters
  Score: Raw -578263.987357 + Penalty 2775.287449 = -575488.699908
  nChanged 2075
		SP:Iteration 1F (18309.930000 sec): 3 clusters
  Score: Raw -579395.982787 + Penalty 2775.287449 = -576620.695339
  nChanged 350
		SP:Iteration 2F (18309.940000 sec): 3 clusters
  Score: Raw -579565.339788 + Penalty 2775.287449 = -576790.052340
  nChanged 242
		SP:Iteration 3Q (18309.950000 sec): 3 clusters
  Score: Raw -579681.087579 + Penalty 2775.287449 = -576905.800130
  nChanged 215
		SP:Iteration 4Q (18309.960000 sec): 3 clusters
  Score: Raw -579786.271640 + Penalty 2775.287449 = -577010.984191
  nChanged 214
		SP:Iteration 5Q (18309.970000 sec): 3 clusters
  Score: Raw -579906.414948 + Penalty 2775.287449 = -577131.127500
  nChanged 235
		SP:Iteration 6Q (18309.990000 sec): 3 clusters
  Score: Raw -580067.737313 + Penalty 2775.287449 = -577292.449865
  nChanged 250
		SP:Iteration 7Q (18310.000000 sec): 3 clusters
  Score: Raw -580251.232066 + Penalty 2775.287449 = -577475.944618
  nChanged 236
		SP:Iteration 8Q (18310.010000 sec): 3 clusters
  Score: Raw -580417.475249 + Penalty 2775.287449 = -577642.187800
  nChanged 213
		SP:Iteration 9Q (18310.020000 sec): 3 clusters
  Score: Raw -580603.458937 + Penalty 2775.287449 = -577828.171488
  nChanged 198
		SP:Iteration 10Q (18310.030000 sec): 3 clusters
  Score: Raw -580762.112201 + Penalty 2775.287449 = -577986.824752
  nChanged 159
		SP:Iteration 11Q (18310.040000 sec): 3 clusters
  Score: Raw -580883.544309 + Penalty 2775.287449 = -578108.256860
  nChanged 110
		SP:Iteration 12Q (18310.050000 sec): 3 clusters
  Score: Raw -580966.468928 + Penalty 2775.287449 = -578191.181479
  nChanged 74
		SP:Iteration 13Q (18310.070000 sec): 3 clusters
  Score: Raw -581030.550846 + Penalty 2775.287449 = -578255.263397
  nChanged 65
		SP:Iteration 14Q (18310.080000 sec): 3 clusters
  Score: Raw -581082.282333 + Penalty 2775.287449 = -578306.994884
  nChanged 43
		SP:Iteration 15Q (18310.090000 sec): 3 clusters
  Score: Raw -581115.988975 + Penalty 2775.287449 = -578340.701526
  nChanged 37
		SP:Iteration 16Q (18310.100000 sec): 3 clusters
  Score: Raw -581157.910192 + Penalty 2775.287449 = -578382.622744
  nChanged 30
		SP:Iteration 17Q (18310.110000 sec): 3 clusters
  Score: Raw -581183.579586 + Penalty 2775.287449 = -578408.292138
  nChanged 26
		SP:Iteration 18Q (18310.120000 sec): 3 clusters
  Score: Raw -581200.841235 + Penalty 2775.287449 = -578425.553786
  nChanged 15
		SP:Iteration 19Q (18310.130000 sec): 3 clusters
  Score: Raw -581212.720118 + Penalty 2775.287449 = -578437.432669
  nChanged 13
		SP:Iteration 20F (18310.140000 sec): 3 clusters
  Score: Raw -581220.481312 + Penalty 2775.287449 = -578445.193863
  nChanged 7
		SP:Iteration 21Q (18310.150000 sec): 3 clusters
  Score: Raw -581225.387740 + Penalty 2775.287449 = -578450.100291
  nChanged 6
		SP:Iteration 22Q (18310.160000 sec): 3 clusters
  Score: Raw -581228.893169 + Penalty 2775.287449 = -578453.605720
  nChanged 6
		SP:Iteration 23Q (18310.170000 sec): 3 clusters
  Score: Raw -581232.968846 + Penalty 2775.287449 = -578457.681397
  nChanged 5
		SP:Iteration 24Q (18310.180000 sec): 3 clusters
  Score: Raw -581236.306232 + Penalty 2775.287449 = -578461.018783
  nChanged 3
		SP:Iteration 25Q (18310.190000 sec): 3 clusters
  Score: Raw -581239.859835 + Penalty 2775.287449 = -578464.572387
  nChanged 5
		SP:Iteration 26Q (18310.200000 sec): 3 clusters
  Score: Raw -581244.791593 + Penalty 2775.287449 = -578469.504145
  nChanged 4
		SP:Iteration 27Q (18310.210000 sec): 3 clusters
  Score: Raw -581246.474886 + Penalty 2775.287449 = -578471.187437
  nChanged 5
		SP:Iteration 28Q (18310.220000 sec): 3 clusters
  Score: Raw -581250.000498 + Penalty 2775.287449 = -578474.713049
  nChanged 5
		SP:Iteration 29Q (18310.230000 sec): 3 clusters
  Score: Raw -581254.686421 + Penalty 2775.287449 = -578479.398972
  nChanged 3
		SP:Iteration 30Q (18310.240000 sec): 3 clusters
  Score: Raw -581257.626012 + Penalty 2775.287449 = -578482.338563
  nChanged 4
		SP:Iteration 31Q (18310.250000 sec): 3 clusters
  Score: Raw -581258.929751 + Penalty 2775.287449 = -578483.642303
  nChanged 2
		SP:Iteration 32Q (18310.250000 sec): 3 clusters
  Score: Raw -581259.618642 + Penalty 2775.287449 = -578484.331194
  nChanged 0
		SP:Iteration 33F (18310.270000 sec): 3 clusters
  Score: Raw -581259.618642 + Penalty 2775.287449 = -578484.331194
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 84 (318184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18311.120000 sec): 2 clusters
  Score: Raw -36905567.940834 + Penalty 2058.937581 = -36903509.003253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18311.930000 sec): 3 clusters
  Score: Raw -36692869.568405 + Penalty 4117.875161 = -36688751.693244
  nChanged 155099
		SP:Iteration 1F (18312.740000 sec): 3 clusters
  Score: Raw -36785958.371419 + Penalty 4117.875161 = -36781840.496258
  nChanged 8582
		SP:Iteration 2Q (18313.570000 sec): 3 clusters
  Score: Raw -36787627.565405 + Penalty 4117.875161 = -36783509.690244
  nChanged 8973
		SP:Iteration 3Q (18314.410000 sec): 3 clusters
  Score: Raw -36789563.244522 + Penalty 4117.875161 = -36785445.369361
  nChanged 9732
		SP:Iteration 4Q (18315.250000 sec): 3 clusters
  Score: Raw -36791941.863965 + Penalty 4117.875161 = -36787823.988804
  nChanged 10687
		SP:Iteration 5Q (18316.070000 sec): 3 clusters
  Score: Raw -36795094.642463 + Penalty 4117.875161 = -36790976.767302
  nChanged 12328
		SP:Iteration 6Q (18316.890000 sec): 3 clusters
  Score: Raw -36799580.512381 + Penalty 4117.875161 = -36795462.637220
  nChanged 14469
		SP:Iteration 7Q (18317.710000 sec): 3 clusters
  Score: Raw -36806218.921760 + Penalty 4117.875161 = -36802101.046599
  nChanged 16871
		SP:Iteration 8F (18318.510000 sec): 3 clusters
  Score: Raw -36815956.079967 + Penalty 4117.875161 = -36811838.204806
  nChanged 18899
		SP:Iteration 9F (18319.310000 sec): 3 clusters
  Score: Raw -36829101.455067 + Penalty 4117.875161 = -36824983.579906
  nChanged 19365
		SP:Iteration 10F (18320.100000 sec): 3 clusters
  Score: Raw -36842886.349924 + Penalty 4117.875161 = -36838768.474763
  nChanged 16487
		SP:Iteration 11F (18320.890000 sec): 3 clusters
  Score: Raw -36851554.256927 + Penalty 4117.875161 = -36847436.381766
  nChanged 11066
		SP:Iteration 12Q (18321.690000 sec): 3 clusters
  Score: Raw -36855247.386196 + Penalty 4117.875161 = -36851129.511035
  nChanged 6949
		SP:Iteration 13Q (18322.470000 sec): 3 clusters
  Score: Raw -36857052.632012 + Penalty 4117.875161 = -36852934.756851
  nChanged 5482
		SP:Iteration 14Q (18323.240000 sec): 3 clusters
  Score: Raw -36858491.836282 + Penalty 4117.875161 = -36854373.961121
  nChanged 5568
		SP:Iteration 15Q (18324.010000 sec): 3 clusters
  Score: Raw -36860027.803943 + Penalty 4117.875161 = -36855909.928782
  nChanged 5818
		SP:Iteration 16Q (18324.780000 sec): 3 clusters
  Score: Raw -36861743.113922 + Penalty 4117.875161 = -36857625.238761
  nChanged 6129
		SP:Iteration 17Q (18325.540000 sec): 3 clusters
  Score: Raw -36863694.399356 + Penalty 4117.875161 = -36859576.524195
  nChanged 6420
		SP:Iteration 18Q (18326.300000 sec): 3 clusters
  Score: Raw -36865910.905643 + Penalty 4117.875161 = -36861793.030482
  nChanged 6678
		SP:Iteration 19Q (18327.040000 sec): 3 clusters
  Score: Raw -36868418.548863 + Penalty 4117.875161 = -36864300.673702
  nChanged 6850
		SP:Iteration 20F (18327.850000 sec): 3 clusters
  Score: Raw -36871198.390727 + Penalty 4117.875161 = -36867080.515566
  nChanged 6957
		SP:Iteration 21Q (18328.570000 sec): 3 clusters
  Score: Raw -36874256.122047 + Penalty 4117.875161 = -36870138.246886
  nChanged 6987
		SP:Iteration 22Q (18329.270000 sec): 3 clusters
  Score: Raw -36877571.255190 + Penalty 4117.875161 = -36873453.380028
  nChanged 6859
		SP:Iteration 23Q (18329.960000 sec): 3 clusters
  Score: Raw -36881127.010987 + Penalty 4117.875161 = -36877009.135826
  nChanged 6699
		SP:Iteration 24Q (18330.630000 sec): 3 clusters
  Score: Raw -36884838.335984 + Penalty 4117.875161 = -36880720.460823
  nChanged 6258
		SP:Iteration 25Q (18331.280000 sec): 3 clusters
  Score: Raw -36888591.019817 + Penalty 4117.875161 = -36884473.144656
  nChanged 5701
		SP:Iteration 26Q (18331.920000 sec): 3 clusters
  Score: Raw -36892216.275866 + Penalty 4117.875161 = -36888098.400705
  nChanged 4985
		SP:Iteration 27Q (18332.550000 sec): 3 clusters
  Score: Raw -36895554.520232 + Penalty 4117.875161 = -36891436.645071
  nChanged 4137
		SP:Iteration 28Q (18333.170000 sec): 3 clusters
  Score: Raw -36898378.323803 + Penalty 4117.875161 = -36894260.448642
  nChanged 3336
		SP:Iteration 29Q (18333.770000 sec): 3 clusters
  Score: Raw -36900723.706050 + Penalty 4117.875161 = -36896605.830889
  nChanged 2564
		SP:Iteration 30Q (18334.360000 sec): 3 clusters
  Score: Raw -36902573.895997 + Penalty 4117.875161 = -36898456.020836
  nChanged 1831
		SP:Iteration 31Q (18334.930000 sec): 3 clusters
  Score: Raw -36903865.082857 + Penalty 4117.875161 = -36899747.207696
  nChanged 1194
		SP:Iteration 32Q (18335.500000 sec): 3 clusters
  Score: Raw -36904664.087040 + Penalty 4117.875161 = -36900546.211879
  nChanged 746
		SP:Iteration 33Q (18336.070000 sec): 3 clusters
  Score: Raw -36905149.982034 + Penalty 4117.875161 = -36901032.106872
  nChanged 469
		SP:Iteration 34Q (18336.640000 sec): 3 clusters
  Score: Raw -36905453.647728 + Penalty 4117.875161 = -36901335.772567
  nChanged 250
		SP:Iteration 35Q (18337.200000 sec): 3 clusters
  Score: Raw -36905603.627145 + Penalty 4117.875161 = -36901485.751984
  nChanged 134
		SP:Iteration 36Q (18337.770000 sec): 3 clusters
  Score: Raw -36905672.627438 + Penalty 4117.875161 = -36901554.752277
  nChanged 90
		SP:Iteration 37Q (18338.330000 sec): 3 clusters
  Score: Raw -36905715.494207 + Penalty 4117.875161 = -36901597.619046
  nChanged 63
		SP:Iteration 38Q (18338.890000 sec): 3 clusters
  Score: Raw -36905745.342612 + Penalty 4117.875161 = -36901627.467451
  nChanged 37
		SP:Iteration 39Q (18339.450000 sec): 3 clusters
  Score: Raw -36905764.471891 + Penalty 4117.875161 = -36901646.596730
  nChanged 24
		SP:Iteration 40F (18340.260000 sec): 3 clusters
  Score: Raw -36905776.424291 + Penalty 4117.875161 = -36901658.549130
  nChanged 17
		SP:Iteration 41Q (18340.820000 sec): 3 clusters
  Score: Raw -36905784.036834 + Penalty 4117.875161 = -36901666.161673
  nChanged 12
		SP:Iteration 42Q (18341.380000 sec): 3 clusters
  Score: Raw -36905791.912146 + Penalty 4117.875161 = -36901674.036985
  nChanged 18
		SP:Iteration 43Q (18341.940000 sec): 3 clusters
  Score: Raw -36905803.438715 + Penalty 4117.875161 = -36901685.563554
  nChanged 13
		SP:Iteration 44Q (18342.500000 sec): 3 clusters
  Score: Raw -36905808.936057 + Penalty 4117.875161 = -36901691.060896
  nChanged 9
		SP:Iteration 45Q (18343.060000 sec): 3 clusters
  Score: Raw -36905813.936087 + Penalty 4117.875161 = -36901696.060926
  nChanged 11
		SP:Iteration 46Q (18343.620000 sec): 3 clusters
  Score: Raw -36905820.099041 + Penalty 4117.875161 = -36901702.223880
  nChanged 9
		SP:Iteration 47Q (18344.180000 sec): 3 clusters
  Score: Raw -36905827.764699 + Penalty 4117.875161 = -36901709.889538
  nChanged 12
		SP:Iteration 48Q (18344.740000 sec): 3 clusters
  Score: Raw -36905834.213615 + Penalty 4117.875161 = -36901716.338454
  nChanged 11
		SP:Iteration 49Q (18345.290000 sec): 3 clusters
  Score: Raw -36905841.317556 + Penalty 4117.875161 = -36901723.442395
  nChanged 12
		SP:Iteration 50Q (18345.850000 sec): 3 clusters
  Score: Raw -36905847.370805 + Penalty 4117.875161 = -36901729.495644
  nChanged 6
		SP:Iteration 51Q (18346.410000 sec): 3 clusters
  Score: Raw -36905851.074698 + Penalty 4117.875161 = -36901733.199537
  nChanged 2
		SP:Iteration 52Q (18346.970000 sec): 3 clusters
  Score: Raw -36905851.710073 + Penalty 4117.875161 = -36901733.834912
  nChanged 1
		SP:Iteration 53Q (18347.530000 sec): 3 clusters
  Score: Raw -36905851.952573 + Penalty 4117.875161 = -36901734.077412
  nChanged 0
		SP:Iteration 54F (18348.330000 sec): 3 clusters
  Score: Raw -36905851.952573 + Penalty 4117.875161 = -36901734.077412
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 85 (907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18348.480000 sec): 2 clusters
  Score: Raw -101105.717707 + Penalty 1106.648148 = -99999.069558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18348.480000 sec): 3 clusters
  Score: Raw -100824.247419 + Penalty 2213.296296 = -98610.951123
  nChanged 262
		SP:Iteration 1F (18348.480000 sec): 3 clusters
  Score: Raw -101093.631692 + Penalty 2213.296296 = -98880.335395
  nChanged 66
		SP:Iteration 2F (18348.480000 sec): 3 clusters
  Score: Raw -101163.154838 + Penalty 2213.296296 = -98949.858541
  nChanged 24
		SP:Iteration 3Q (18348.480000 sec): 3 clusters
  Score: Raw -101186.450656 + Penalty 2213.296296 = -98973.154360
  nChanged 11
		SP:Iteration 4Q (18348.490000 sec): 3 clusters
  Score: Raw -101198.036185 + Penalty 2213.296296 = -98984.739889
  nChanged 6
		SP:Iteration 5Q (18348.490000 sec): 3 clusters
  Score: Raw -101204.082442 + Penalty 2213.296296 = -98990.786146
  nChanged 10
		SP:Iteration 6Q (18348.490000 sec): 3 clusters
  Score: Raw -101210.129221 + Penalty 2213.296296 = -98996.832925
  nChanged 3
		SP:Iteration 7Q (18348.490000 sec): 3 clusters
  Score: Raw -101211.970927 + Penalty 2213.296296 = -98998.674630
  nChanged 0
		SP:Iteration 8F (18348.500000 sec): 3 clusters
  Score: Raw -101211.970927 + Penalty 2213.296296 = -98998.674630
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 86 (1187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18348.500000 sec): 2 clusters
  Score: Raw -123071.264253 + Penalty 1150.367464 = -121920.896788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18348.500000 sec): 3 clusters
  Score: Raw -122643.259154 + Penalty 2300.734928 = -120342.524226
  nChanged 370
		SP:Iteration 1F (18348.510000 sec): 3 clusters
  Score: Raw -122954.959437 + Penalty 2300.734928 = -120654.224509
  nChanged 79
		SP:Iteration 2F (18348.510000 sec): 3 clusters
  Score: Raw -123028.434403 + Penalty 2300.734928 = -120727.699475
  nChanged 53
		SP:Iteration 3Q (18348.510000 sec): 3 clusters
  Score: Raw -123079.078156 + Penalty 2300.734928 = -120778.343227
  nChanged 34
		SP:Iteration 4Q (18348.520000 sec): 3 clusters
  Score: Raw -123112.908821 + Penalty 2300.734928 = -120812.173892
  nChanged 19
		SP:Iteration 5Q (18348.520000 sec): 3 clusters
  Score: Raw -123131.759181 + Penalty 2300.734928 = -120831.024253
  nChanged 21
		SP:Iteration 6Q (18348.520000 sec): 3 clusters
  Score: Raw -123166.880490 + Penalty 2300.734928 = -120866.145561
  nChanged 30
		SP:Iteration 7Q (18348.520000 sec): 3 clusters
  Score: Raw -123217.933694 + Penalty 2300.734928 = -120917.198765
  nChanged 35
		SP:Iteration 8Q (18348.530000 sec): 3 clusters
  Score: Raw -123252.204386 + Penalty 2300.734928 = -120951.469457
  nChanged 32
		SP:Iteration 9Q (18348.530000 sec): 3 clusters
  Score: Raw -123287.644225 + Penalty 2300.734928 = -120986.909297
  nChanged 25
		SP:Iteration 10Q (18348.530000 sec): 3 clusters
  Score: Raw -123307.540752 + Penalty 2300.734928 = -121006.805824
  nChanged 15
		SP:Iteration 11Q (18348.540000 sec): 3 clusters
  Score: Raw -123323.412581 + Penalty 2300.734928 = -121022.677653
  nChanged 17
		SP:Iteration 12Q (18348.540000 sec): 3 clusters
  Score: Raw -123348.037526 + Penalty 2300.734928 = -121047.302598
  nChanged 21
		SP:Iteration 13Q (18348.540000 sec): 3 clusters
  Score: Raw -123368.075182 + Penalty 2300.734928 = -121067.340254
  nChanged 14
		SP:Iteration 14Q (18348.540000 sec): 3 clusters
  Score: Raw -123383.448389 + Penalty 2300.734928 = -121082.713461
  nChanged 11
		SP:Iteration 15Q (18348.550000 sec): 3 clusters
  Score: Raw -123398.765138 + Penalty 2300.734928 = -121098.030210
  nChanged 13
		SP:Iteration 16Q (18348.550000 sec): 3 clusters
  Score: Raw -123415.014326 + Penalty 2300.734928 = -121114.279398
  nChanged 17
		SP:Iteration 17Q (18348.550000 sec): 3 clusters
  Score: Raw -123435.773527 + Penalty 2300.734928 = -121135.038598
  nChanged 20
		SP:Iteration 18Q (18348.560000 sec): 3 clusters
  Score: Raw -123457.743700 + Penalty 2300.734928 = -121157.008772
  nChanged 19
		SP:Iteration 19Q (18348.560000 sec): 3 clusters
  Score: Raw -123474.211866 + Penalty 2300.734928 = -121173.476937
  nChanged 18
		SP:Iteration 20F (18348.560000 sec): 3 clusters
  Score: Raw -123490.503404 + Penalty 2300.734928 = -121189.768476
  nChanged 11
		SP:Iteration 21Q (18348.560000 sec): 3 clusters
  Score: Raw -123505.101799 + Penalty 2300.734928 = -121204.366871
  nChanged 14
		SP:Iteration 22Q (18348.560000 sec): 3 clusters
  Score: Raw -123522.329692 + Penalty 2300.734928 = -121221.594763
  nChanged 11
		SP:Iteration 23Q (18348.570000 sec): 3 clusters
  Score: Raw -123534.534903 + Penalty 2300.734928 = -121233.799975
  nChanged 11
		SP:Iteration 24Q (18348.570000 sec): 3 clusters
  Score: Raw -123548.523068 + Penalty 2300.734928 = -121247.788140
  nChanged 15
		SP:Iteration 25Q (18348.570000 sec): 3 clusters
  Score: Raw -123566.580431 + Penalty 2300.734928 = -121265.845503
  nChanged 14
		SP:Iteration 26Q (18348.570000 sec): 3 clusters
  Score: Raw -123586.443637 + Penalty 2300.734928 = -121285.708709
  nChanged 13
		SP:Iteration 27Q (18348.570000 sec): 3 clusters
  Score: Raw -123607.722977 + Penalty 2300.734928 = -121306.988049
  nChanged 17
		SP:Iteration 28Q (18348.580000 sec): 3 clusters
  Score: Raw -123631.462631 + Penalty 2300.734928 = -121330.727702
  nChanged 15
		SP:Iteration 29Q (18348.580000 sec): 3 clusters
  Score: Raw -123659.064540 + Penalty 2300.734928 = -121358.329612
  nChanged 24
		SP:Iteration 30Q (18348.580000 sec): 3 clusters
  Score: Raw -123695.752130 + Penalty 2300.734928 = -121395.017202
  nChanged 14
		SP:Iteration 31Q (18348.580000 sec): 3 clusters
  Score: Raw -123708.857938 + Penalty 2300.734928 = -121408.123010
  nChanged 9
		SP:Iteration 32Q (18348.580000 sec): 3 clusters
  Score: Raw -123717.680471 + Penalty 2300.734928 = -121416.945543
  nChanged 5
		SP:Iteration 33Q (18348.590000 sec): 3 clusters
  Score: Raw -123726.838454 + Penalty 2300.734928 = -121426.103525
  nChanged 5
		SP:Iteration 34Q (18348.590000 sec): 3 clusters
  Score: Raw -123733.215646 + Penalty 2300.734928 = -121432.480718
  nChanged 3
		SP:Iteration 35Q (18348.590000 sec): 3 clusters
  Score: Raw -123734.418279 + Penalty 2300.734928 = -121433.683351
  nChanged 0
		SP:Iteration 36F (18348.600000 sec): 3 clusters
  Score: Raw -123734.418279 + Penalty 2300.734928 = -121433.683351
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 87 (790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18348.600000 sec): 2 clusters
  Score: Raw -81511.699128 + Penalty 1084.205354 = -80427.493775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18348.600000 sec): 3 clusters
  Score: Raw -81285.119522 + Penalty 2168.410707 = -79116.708815
  nChanged 246
		SP:Iteration 1F (18348.600000 sec): 3 clusters
  Score: Raw -81544.564460 + Penalty 2168.410707 = -79376.153753
  nChanged 52
		SP:Iteration 2F (18348.610000 sec): 3 clusters
  Score: Raw -81606.033793 + Penalty 2168.410707 = -79437.623086
  nChanged 25
		SP:Iteration 3Q (18348.610000 sec): 3 clusters
  Score: Raw -81640.553079 + Penalty 2168.410707 = -79472.142371
  nChanged 19
		SP:Iteration 4Q (18348.610000 sec): 3 clusters
  Score: Raw -81665.559587 + Penalty 2168.410707 = -79497.148880
  nChanged 17
		SP:Iteration 5Q (18348.610000 sec): 3 clusters
  Score: Raw -81684.598403 + Penalty 2168.410707 = -79516.187695
  nChanged 12
		SP:Iteration 6Q (18348.610000 sec): 3 clusters
  Score: Raw -81701.961835 + Penalty 2168.410707 = -79533.551128
  nChanged 9
		SP:Iteration 7Q (18348.620000 sec): 3 clusters
  Score: Raw -81716.185445 + Penalty 2168.410707 = -79547.774738
  nChanged 8
		SP:Iteration 8Q (18348.620000 sec): 3 clusters
  Score: Raw -81726.312815 + Penalty 2168.410707 = -79557.902108
  nChanged 5
		SP:Iteration 9Q (18348.620000 sec): 3 clusters
  Score: Raw -81732.044066 + Penalty 2168.410707 = -79563.633359
  nChanged 2
		SP:Iteration 10Q (18348.620000 sec): 3 clusters
  Score: Raw -81736.028366 + Penalty 2168.410707 = -79567.617659
  nChanged 4
		SP:Iteration 11Q (18348.620000 sec): 3 clusters
  Score: Raw -81739.724660 + Penalty 2168.410707 = -79571.313953
  nChanged 1
		SP:Iteration 12Q (18348.620000 sec): 3 clusters
  Score: Raw -81741.416922 + Penalty 2168.410707 = -79573.006215
  nChanged 1
		SP:Iteration 13Q (18348.630000 sec): 3 clusters
  Score: Raw -81744.205702 + Penalty 2168.410707 = -79575.794995
  nChanged 1
		SP:Iteration 14Q (18348.630000 sec): 3 clusters
  Score: Raw -81747.864995 + Penalty 2168.410707 = -79579.454288
  nChanged 3
		SP:Iteration 15Q (18348.630000 sec): 3 clusters
  Score: Raw -81750.724440 + Penalty 2168.410707 = -79582.313733
  nChanged 1
		SP:Iteration 16Q (18348.630000 sec): 3 clusters
  Score: Raw -81752.547913 + Penalty 2168.410707 = -79584.137206
  nChanged 2
		SP:Iteration 17Q (18348.630000 sec): 3 clusters
  Score: Raw -81753.190336 + Penalty 2168.410707 = -79584.779629
  nChanged 0
		SP:Iteration 18F (18348.640000 sec): 3 clusters
  Score: Raw -81753.190336 + Penalty 2168.410707 = -79584.779629
  nChanged 0
Iteration 398F (18462.300000 sec): 89 clusters
  Score: Raw -173916363.061697 + Penalty 203859.084370 = -173712503.977327
  nChanged 4
Iteration 399F (18575.750000 sec): 89 clusters
  Score: Raw -173916370.914640 + Penalty 203859.084370 = -173712511.830270
  nChanged 4
Iteration 400F (18689.070000 sec): 89 clusters
  Score: Raw -173916377.434278 + Penalty 203859.084370 = -173712518.349908
  nChanged 3
Iteration 401Q (18700.770000 sec): 89 clusters
  Score: Raw -173916384.742321 + Penalty 203859.084370 = -173712525.657950
  nChanged 0
Iteration 402F (18813.880000 sec): 89 clusters
  Score: Raw -173916384.742321 + Penalty 203859.084370 = -173712525.657950
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -173916384.742321 + Penalty 203859.084370 = -173712525.657950
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 1 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18814.090000 sec): 2 clusters
  Score: Raw -23881.736052 + Penalty 868.904974 = -23012.831078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18814.090000 sec): 3 clusters
  Score: Raw -23975.003388 + Penalty 1737.809947 = -22237.193440
  nChanged 17
		SP:Iteration 1F (18814.090000 sec): 3 clusters
  Score: Raw -24029.557208 + Penalty 1737.809947 = -22291.747261
  nChanged 2
		SP:Iteration 2Q (18814.100000 sec): 3 clusters
  Score: Raw -24035.773284 + Penalty 1737.809947 = -22297.963336
  nChanged 1
		SP:Iteration 3Q (18814.100000 sec): 3 clusters
  Score: Raw -24038.711121 + Penalty 1737.809947 = -22300.901173
  nChanged 0
		SP:Iteration 4F (18814.100000 sec): 3 clusters
  Score: Raw -24038.711121 + Penalty 1737.809947 = -22300.901173
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 2 (4183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18814.110000 sec): 2 clusters
  Score: Raw -443116.345685 + Penalty 1355.052395 = -441761.293290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18814.120000 sec): 3 clusters
  Score: Raw -441026.155181 + Penalty 2710.104791 = -438316.050390
  nChanged 1678
		SP:Iteration 1F (18814.130000 sec): 3 clusters
  Score: Raw -442085.544485 + Penalty 2710.104791 = -439375.439694
  nChanged 341
		SP:Iteration 2F (18814.140000 sec): 3 clusters
  Score: Raw -442312.542927 + Penalty 2710.104791 = -439602.438136
  nChanged 247
		SP:Iteration 3F (18814.150000 sec): 3 clusters
  Score: Raw -442478.115476 + Penalty 2710.104791 = -439768.010685
  nChanged 218
		SP:Iteration 4F (18814.160000 sec): 3 clusters
  Score: Raw -442619.721586 + Penalty 2710.104791 = -439909.616795
  nChanged 178
		SP:Iteration 5Q (18814.160000 sec): 3 clusters
  Score: Raw -442748.952754 + Penalty 2710.104791 = -440038.847963
  nChanged 164
		SP:Iteration 6Q (18814.180000 sec): 3 clusters
  Score: Raw -442847.776850 + Penalty 2710.104791 = -440137.672060
  nChanged 139
		SP:Iteration 7Q (18814.180000 sec): 3 clusters
  Score: Raw -442934.446358 + Penalty 2710.104791 = -440224.341567
  nChanged 134
		SP:Iteration 8Q (18814.200000 sec): 3 clusters
  Score: Raw -443024.451265 + Penalty 2710.104791 = -440314.346475
  nChanged 121
		SP:Iteration 9Q (18814.200000 sec): 3 clusters
  Score: Raw -443094.681375 + Penalty 2710.104791 = -440384.576584
  nChanged 102
		SP:Iteration 10Q (18814.220000 sec): 3 clusters
  Score: Raw -443155.934565 + Penalty 2710.104791 = -440445.829774
  nChanged 89
		SP:Iteration 11Q (18814.220000 sec): 3 clusters
  Score: Raw -443205.064882 + Penalty 2710.104791 = -440494.960091
  nChanged 81
		SP:Iteration 12Q (18814.230000 sec): 3 clusters
  Score: Raw -443244.168021 + Penalty 2710.104791 = -440534.063230
  nChanged 66
		SP:Iteration 13Q (18814.240000 sec): 3 clusters
  Score: Raw -443273.649639 + Penalty 2710.104791 = -440563.544849
  nChanged 61
		SP:Iteration 14Q (18814.250000 sec): 3 clusters
  Score: Raw -443304.002415 + Penalty 2710.104791 = -440593.897625
  nChanged 69
		SP:Iteration 15Q (18814.260000 sec): 3 clusters
  Score: Raw -443337.312102 + Penalty 2710.104791 = -440627.207311
  nChanged 58
		SP:Iteration 16Q (18814.270000 sec): 3 clusters
  Score: Raw -443360.529452 + Penalty 2710.104791 = -440650.424661
  nChanged 50
		SP:Iteration 17Q (18814.280000 sec): 3 clusters
  Score: Raw -443376.101388 + Penalty 2710.104791 = -440665.996597
  nChanged 35
		SP:Iteration 18Q (18814.290000 sec): 3 clusters
  Score: Raw -443391.367969 + Penalty 2710.104791 = -440681.263178
  nChanged 40
		SP:Iteration 19Q (18814.300000 sec): 3 clusters
  Score: Raw -443404.448494 + Penalty 2710.104791 = -440694.343704
  nChanged 25
		SP:Iteration 20F (18814.310000 sec): 3 clusters
  Score: Raw -443413.152609 + Penalty 2710.104791 = -440703.047818
  nChanged 26
		SP:Iteration 21Q (18814.320000 sec): 3 clusters
  Score: Raw -443422.019843 + Penalty 2710.104791 = -440711.915053
  nChanged 29
		SP:Iteration 22Q (18814.330000 sec): 3 clusters
  Score: Raw -443432.305469 + Penalty 2710.104791 = -440722.200678
  nChanged 29
		SP:Iteration 23Q (18814.340000 sec): 3 clusters
  Score: Raw -443444.029550 + Penalty 2710.104791 = -440733.924759
  nChanged 32
		SP:Iteration 24Q (18814.350000 sec): 3 clusters
  Score: Raw -443458.601381 + Penalty 2710.104791 = -440748.496590
  nChanged 33
		SP:Iteration 25Q (18814.360000 sec): 3 clusters
  Score: Raw -443472.040742 + Penalty 2710.104791 = -440761.935952
  nChanged 28
		SP:Iteration 26Q (18814.370000 sec): 3 clusters
  Score: Raw -443483.220778 + Penalty 2710.104791 = -440773.115987
  nChanged 26
		SP:Iteration 27Q (18814.380000 sec): 3 clusters
  Score: Raw -443492.340737 + Penalty 2710.104791 = -440782.235946
  nChanged 22
		SP:Iteration 28Q (18814.390000 sec): 3 clusters
  Score: Raw -443500.156282 + Penalty 2710.104791 = -440790.051492
  nChanged 24
		SP:Iteration 29Q (18814.400000 sec): 3 clusters
  Score: Raw -443507.412587 + Penalty 2710.104791 = -440797.307796
  nChanged 23
		SP:Iteration 30Q (18814.410000 sec): 3 clusters
  Score: Raw -443515.854685 + Penalty 2710.104791 = -440805.749894
  nChanged 25
		SP:Iteration 31Q (18814.420000 sec): 3 clusters
  Score: Raw -443524.807200 + Penalty 2710.104791 = -440814.702409
  nChanged 16
		SP:Iteration 32Q (18814.430000 sec): 3 clusters
  Score: Raw -443529.720520 + Penalty 2710.104791 = -440819.615730
  nChanged 12
		SP:Iteration 33Q (18814.440000 sec): 3 clusters
  Score: Raw -443533.146746 + Penalty 2710.104791 = -440823.041956
  nChanged 9
		SP:Iteration 34Q (18814.450000 sec): 3 clusters
  Score: Raw -443535.554833 + Penalty 2710.104791 = -440825.450042
  nChanged 8
		SP:Iteration 35Q (18814.460000 sec): 3 clusters
  Score: Raw -443537.902396 + Penalty 2710.104791 = -440827.797605
  nChanged 8
		SP:Iteration 36Q (18814.470000 sec): 3 clusters
  Score: Raw -443539.586427 + Penalty 2710.104791 = -440829.481636
  nChanged 6
		SP:Iteration 37Q (18814.480000 sec): 3 clusters
  Score: Raw -443541.014302 + Penalty 2710.104791 = -440830.909511
  nChanged 8
		SP:Iteration 38Q (18814.490000 sec): 3 clusters
  Score: Raw -443542.974865 + Penalty 2710.104791 = -440832.870075
  nChanged 6
		SP:Iteration 39Q (18814.500000 sec): 3 clusters
  Score: Raw -443544.728175 + Penalty 2710.104791 = -440834.623385
  nChanged 8
		SP:Iteration 40F (18814.510000 sec): 3 clusters
  Score: Raw -443546.774389 + Penalty 2710.104791 = -440836.669599
  nChanged 7
		SP:Iteration 41Q (18814.510000 sec): 3 clusters
  Score: Raw -443547.861977 + Penalty 2710.104791 = -440837.757187
  nChanged 3
		SP:Iteration 42Q (18814.530000 sec): 3 clusters
  Score: Raw -443548.194910 + Penalty 2710.104791 = -440838.090119
  nChanged 0
		SP:Iteration 43F (18814.530000 sec): 3 clusters
  Score: Raw -443548.194910 + Penalty 2710.104791 = -440838.090119
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 3 (27393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18814.620000 sec): 2 clusters
  Score: Raw -2926784.126416 + Penalty 1660.431953 = -2925123.694463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18814.690000 sec): 3 clusters
  Score: Raw -2909898.885917 + Penalty 3320.863905 = -2906578.022012
  nChanged 12495
		SP:Iteration 1F (18814.760000 sec): 3 clusters
  Score: Raw -2917266.418082 + Penalty 3320.863905 = -2913945.554177
  nChanged 1680
		SP:Iteration 2F (18814.830000 sec): 3 clusters
  Score: Raw -2918052.924910 + Penalty 3320.863905 = -2914732.061005
  nChanged 1645
		SP:Iteration 3F (18814.890000 sec): 3 clusters
  Score: Raw -2918924.270967 + Penalty 3320.863905 = -2915603.407062
  nChanged 1679
		SP:Iteration 4F (18814.960000 sec): 3 clusters
  Score: Raw -2919924.059514 + Penalty 3320.863905 = -2916603.195608
  nChanged 1713
		SP:Iteration 5F (18815.020000 sec): 3 clusters
  Score: Raw -2921017.000173 + Penalty 3320.863905 = -2917696.136267
  nChanged 1608
		SP:Iteration 6F (18815.090000 sec): 3 clusters
  Score: Raw -2922112.950713 + Penalty 3320.863905 = -2918792.086808
  nChanged 1524
		SP:Iteration 7F (18815.160000 sec): 3 clusters
  Score: Raw -2923251.269532 + Penalty 3320.863905 = -2919930.405627
  nChanged 1301
		SP:Iteration 8Q (18815.220000 sec): 3 clusters
  Score: Raw -2924294.332192 + Penalty 3320.863905 = -2920973.468287
  nChanged 1018
		SP:Iteration 9Q (18815.290000 sec): 3 clusters
  Score: Raw -2925131.943775 + Penalty 3320.863905 = -2921811.079870
  nChanged 764
		SP:Iteration 10Q (18815.350000 sec): 3 clusters
  Score: Raw -2925749.090322 + Penalty 3320.863905 = -2922428.226417
  nChanged 570
		SP:Iteration 11Q (18815.410000 sec): 3 clusters
  Score: Raw -2926211.081418 + Penalty 3320.863905 = -2922890.217513
  nChanged 403
		SP:Iteration 12Q (18815.460000 sec): 3 clusters
  Score: Raw -2926556.628659 + Penalty 3320.863905 = -2923235.764753
  nChanged 313
		SP:Iteration 13Q (18815.520000 sec): 3 clusters
  Score: Raw -2926824.285034 + Penalty 3320.863905 = -2923503.421129
  nChanged 216
		SP:Iteration 14Q (18815.570000 sec): 3 clusters
  Score: Raw -2926999.412036 + Penalty 3320.863905 = -2923678.548131
  nChanged 160
		SP:Iteration 15Q (18815.620000 sec): 3 clusters
  Score: Raw -2927120.415924 + Penalty 3320.863905 = -2923799.552019
  nChanged 106
		SP:Iteration 16Q (18815.670000 sec): 3 clusters
  Score: Raw -2927202.745867 + Penalty 3320.863905 = -2923881.881962
  nChanged 74
		SP:Iteration 17Q (18815.720000 sec): 3 clusters
  Score: Raw -2927255.589394 + Penalty 3320.863905 = -2923934.725489
  nChanged 64
		SP:Iteration 18Q (18815.770000 sec): 3 clusters
  Score: Raw -2927299.467236 + Penalty 3320.863905 = -2923978.603330
  nChanged 67
		SP:Iteration 19Q (18815.820000 sec): 3 clusters
  Score: Raw -2927339.555947 + Penalty 3320.863905 = -2924018.692042
  nChanged 44
		SP:Iteration 20F (18815.890000 sec): 3 clusters
  Score: Raw -2927364.624064 + Penalty 3320.863905 = -2924043.760159
  nChanged 32
		SP:Iteration 21Q (18815.930000 sec): 3 clusters
  Score: Raw -2927385.139503 + Penalty 3320.863905 = -2924064.275597
  nChanged 31
		SP:Iteration 22Q (18815.980000 sec): 3 clusters
  Score: Raw -2927400.642449 + Penalty 3320.863905 = -2924079.778543
  nChanged 26
		SP:Iteration 23Q (18816.030000 sec): 3 clusters
  Score: Raw -2927416.591733 + Penalty 3320.863905 = -2924095.727828
  nChanged 30
		SP:Iteration 24Q (18816.080000 sec): 3 clusters
  Score: Raw -2927437.720805 + Penalty 3320.863905 = -2924116.856900
  nChanged 33
		SP:Iteration 25Q (18816.130000 sec): 3 clusters
  Score: Raw -2927462.389037 + Penalty 3320.863905 = -2924141.525132
  nChanged 29
		SP:Iteration 26Q (18816.170000 sec): 3 clusters
  Score: Raw -2927485.489696 + Penalty 3320.863905 = -2924164.625791
  nChanged 22
		SP:Iteration 27Q (18816.220000 sec): 3 clusters
  Score: Raw -2927500.544761 + Penalty 3320.863905 = -2924179.680855
  nChanged 23
		SP:Iteration 28Q (18816.270000 sec): 3 clusters
  Score: Raw -2927514.209094 + Penalty 3320.863905 = -2924193.345189
  nChanged 19
		SP:Iteration 29Q (18816.310000 sec): 3 clusters
  Score: Raw -2927525.029773 + Penalty 3320.863905 = -2924204.165868
  nChanged 28
		SP:Iteration 30Q (18816.360000 sec): 3 clusters
  Score: Raw -2927540.024279 + Penalty 3320.863905 = -2924219.160374
  nChanged 13
		SP:Iteration 31Q (18816.410000 sec): 3 clusters
  Score: Raw -2927544.859943 + Penalty 3320.863905 = -2924223.996038
  nChanged 9
		SP:Iteration 32Q (18816.450000 sec): 3 clusters
  Score: Raw -2927547.946843 + Penalty 3320.863905 = -2924227.082938
  nChanged 4
		SP:Iteration 33Q (18816.500000 sec): 3 clusters
  Score: Raw -2927550.350803 + Penalty 3320.863905 = -2924229.486898
  nChanged 3
		SP:Iteration 34Q (18816.550000 sec): 3 clusters
  Score: Raw -2927551.377688 + Penalty 3320.863905 = -2924230.513783
  nChanged 4
		SP:Iteration 35Q (18816.590000 sec): 3 clusters
  Score: Raw -2927553.312461 + Penalty 3320.863905 = -2924232.448556
  nChanged 6
		SP:Iteration 36Q (18816.640000 sec): 3 clusters
  Score: Raw -2927556.725677 + Penalty 3320.863905 = -2924235.861772
  nChanged 3
		SP:Iteration 37Q (18816.690000 sec): 3 clusters
  Score: Raw -2927558.930926 + Penalty 3320.863905 = -2924238.067020
  nChanged 4
		SP:Iteration 38Q (18816.730000 sec): 3 clusters
  Score: Raw -2927560.882712 + Penalty 3320.863905 = -2924240.018807
  nChanged 3
		SP:Iteration 39Q (18816.780000 sec): 3 clusters
  Score: Raw -2927562.489964 + Penalty 3320.863905 = -2924241.626059
  nChanged 1
		SP:Iteration 40F (18816.850000 sec): 3 clusters
  Score: Raw -2927563.052220 + Penalty 3320.863905 = -2924242.188315
  nChanged 1
		SP:Iteration 41Q (18816.890000 sec): 3 clusters
  Score: Raw -2927563.293950 + Penalty 3320.863905 = -2924242.430044
  nChanged 0
		SP:Iteration 42F (18816.960000 sec): 3 clusters
  Score: Raw -2927563.293950 + Penalty 3320.863905 = -2924242.430044
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 4 (27890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18817.030000 sec): 2 clusters
  Score: Raw -3263471.624152 + Penalty 1663.353816 = -3261808.270337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18817.100000 sec): 3 clusters
  Score: Raw -3246269.238320 + Penalty 3326.707631 = -3242942.530689
  nChanged 12888
		SP:Iteration 1F (18817.170000 sec): 3 clusters
  Score: Raw -3253357.691727 + Penalty 3326.707631 = -3250030.984096
  nChanged 1385
		SP:Iteration 2Q (18817.230000 sec): 3 clusters
  Score: Raw -3253891.659766 + Penalty 3326.707631 = -3250564.952135
  nChanged 1391
		SP:Iteration 3Q (18817.300000 sec): 3 clusters
  Score: Raw -3254484.494730 + Penalty 3326.707631 = -3251157.787099
  nChanged 1401
		SP:Iteration 4F (18817.370000 sec): 3 clusters
  Score: Raw -3255188.779106 + Penalty 3326.707631 = -3251862.071475
  nChanged 1548
		SP:Iteration 5F (18817.440000 sec): 3 clusters
  Score: Raw -3256034.894969 + Penalty 3326.707631 = -3252708.187338
  nChanged 1651
		SP:Iteration 6F (18817.500000 sec): 3 clusters
  Score: Raw -3257059.377160 + Penalty 3326.707631 = -3253732.669529
  nChanged 1683
		SP:Iteration 7F (18817.570000 sec): 3 clusters
  Score: Raw -3258106.648775 + Penalty 3326.707631 = -3254779.941143
  nChanged 1481
		SP:Iteration 8F (18817.640000 sec): 3 clusters
  Score: Raw -3258994.693351 + Penalty 3326.707631 = -3255667.985719
  nChanged 1321
		SP:Iteration 9Q (18817.710000 sec): 3 clusters
  Score: Raw -3259755.683718 + Penalty 3326.707631 = -3256428.976087
  nChanged 1146
		SP:Iteration 10Q (18817.770000 sec): 3 clusters
  Score: Raw -3260371.448067 + Penalty 3326.707631 = -3257044.740436
  nChanged 981
		SP:Iteration 11Q (18817.840000 sec): 3 clusters
  Score: Raw -3260866.164561 + Penalty 3326.707631 = -3257539.456929
  nChanged 827
		SP:Iteration 12Q (18817.910000 sec): 3 clusters
  Score: Raw -3261239.060121 + Penalty 3326.707631 = -3257912.352490
  nChanged 669
		SP:Iteration 13Q (18817.970000 sec): 3 clusters
  Score: Raw -3261513.931961 + Penalty 3326.707631 = -3258187.224330
  nChanged 574
		SP:Iteration 14Q (18818.030000 sec): 3 clusters
  Score: Raw -3261751.195317 + Penalty 3326.707631 = -3258424.487686
  nChanged 494
		SP:Iteration 15Q (18818.100000 sec): 3 clusters
  Score: Raw -3261962.187686 + Penalty 3326.707631 = -3258635.480055
  nChanged 432
		SP:Iteration 16Q (18818.160000 sec): 3 clusters
  Score: Raw -3262150.702149 + Penalty 3326.707631 = -3258823.994518
  nChanged 410
		SP:Iteration 17Q (18818.220000 sec): 3 clusters
  Score: Raw -3262335.037810 + Penalty 3326.707631 = -3259008.330179
  nChanged 394
		SP:Iteration 18Q (18818.290000 sec): 3 clusters
  Score: Raw -3262505.613371 + Penalty 3326.707631 = -3259178.905740
  nChanged 363
		SP:Iteration 19Q (18818.350000 sec): 3 clusters
  Score: Raw -3262664.170788 + Penalty 3326.707631 = -3259337.463157
  nChanged 345
		SP:Iteration 20F (18818.410000 sec): 3 clusters
  Score: Raw -3262803.057291 + Penalty 3326.707631 = -3259476.349660
  nChanged 318
		SP:Iteration 21Q (18818.470000 sec): 3 clusters
  Score: Raw -3262903.853716 + Penalty 3326.707631 = -3259577.146085
  nChanged 266
		SP:Iteration 22Q (18818.530000 sec): 3 clusters
  Score: Raw -3262980.006491 + Penalty 3326.707631 = -3259653.298860
  nChanged 224
		SP:Iteration 23Q (18818.590000 sec): 3 clusters
  Score: Raw -3263040.731952 + Penalty 3326.707631 = -3259714.024321
  nChanged 240
		SP:Iteration 24Q (18818.650000 sec): 3 clusters
  Score: Raw -3263098.400920 + Penalty 3326.707631 = -3259771.693289
  nChanged 192
		SP:Iteration 25Q (18818.710000 sec): 3 clusters
  Score: Raw -3263140.808669 + Penalty 3326.707631 = -3259814.101037
  nChanged 189
		SP:Iteration 26Q (18818.770000 sec): 3 clusters
  Score: Raw -3263188.816381 + Penalty 3326.707631 = -3259862.108750
  nChanged 175
		SP:Iteration 27Q (18818.830000 sec): 3 clusters
  Score: Raw -3263232.842908 + Penalty 3326.707631 = -3259906.135277
  nChanged 165
		SP:Iteration 28Q (18818.880000 sec): 3 clusters
  Score: Raw -3263274.664381 + Penalty 3326.707631 = -3259947.956749
  nChanged 184
		SP:Iteration 29Q (18818.940000 sec): 3 clusters
  Score: Raw -3263329.010487 + Penalty 3326.707631 = -3260002.302856
  nChanged 172
		SP:Iteration 30Q (18819.000000 sec): 3 clusters
  Score: Raw -3263376.128727 + Penalty 3326.707631 = -3260049.421096
  nChanged 176
		SP:Iteration 31Q (18819.050000 sec): 3 clusters
  Score: Raw -3263425.157036 + Penalty 3326.707631 = -3260098.449405
  nChanged 160
		SP:Iteration 32Q (18819.110000 sec): 3 clusters
  Score: Raw -3263466.937170 + Penalty 3326.707631 = -3260140.229539
  nChanged 156
		SP:Iteration 33Q (18819.170000 sec): 3 clusters
  Score: Raw -3263503.636287 + Penalty 3326.707631 = -3260176.928656
  nChanged 159
		SP:Iteration 34Q (18819.220000 sec): 3 clusters
  Score: Raw -3263545.359745 + Penalty 3326.707631 = -3260218.652114
  nChanged 149
		SP:Iteration 35Q (18819.280000 sec): 3 clusters
  Score: Raw -3263583.866156 + Penalty 3326.707631 = -3260257.158525
  nChanged 156
		SP:Iteration 36Q (18819.330000 sec): 3 clusters
  Score: Raw -3263624.421657 + Penalty 3326.707631 = -3260297.714026
  nChanged 137
		SP:Iteration 37Q (18819.390000 sec): 3 clusters
  Score: Raw -3263657.624094 + Penalty 3326.707631 = -3260330.916463
  nChanged 116
		SP:Iteration 38Q (18819.450000 sec): 3 clusters
  Score: Raw -3263685.671237 + Penalty 3326.707631 = -3260358.963606
  nChanged 116
		SP:Iteration 39Q (18819.500000 sec): 3 clusters
  Score: Raw -3263711.578522 + Penalty 3326.707631 = -3260384.870891
  nChanged 94
		SP:Iteration 40F (18819.570000 sec): 3 clusters
  Score: Raw -3263733.005390 + Penalty 3326.707631 = -3260406.297759
  nChanged 101
		SP:Iteration 41Q (18819.620000 sec): 3 clusters
  Score: Raw -3263759.210410 + Penalty 3326.707631 = -3260432.502779
  nChanged 103
		SP:Iteration 42Q (18819.670000 sec): 3 clusters
  Score: Raw -3263784.842518 + Penalty 3326.707631 = -3260458.134887
  nChanged 91
		SP:Iteration 43Q (18819.730000 sec): 3 clusters
  Score: Raw -3263806.269320 + Penalty 3326.707631 = -3260479.561689
  nChanged 87
		SP:Iteration 44Q (18819.780000 sec): 3 clusters
  Score: Raw -3263825.736985 + Penalty 3326.707631 = -3260499.029354
  nChanged 70
		SP:Iteration 45Q (18819.840000 sec): 3 clusters
  Score: Raw -3263840.508598 + Penalty 3326.707631 = -3260513.800967
  nChanged 69
		SP:Iteration 46Q (18819.890000 sec): 3 clusters
  Score: Raw -3263856.942636 + Penalty 3326.707631 = -3260530.235005
  nChanged 68
		SP:Iteration 47Q (18819.950000 sec): 3 clusters
  Score: Raw -3263870.301325 + Penalty 3326.707631 = -3260543.593694
  nChanged 60
		SP:Iteration 48Q (18820.000000 sec): 3 clusters
  Score: Raw -3263880.879292 + Penalty 3326.707631 = -3260554.171660
  nChanged 51
		SP:Iteration 49Q (18820.050000 sec): 3 clusters
  Score: Raw -3263890.576264 + Penalty 3326.707631 = -3260563.868633
  nChanged 55
		SP:Iteration 50Q (18820.100000 sec): 3 clusters
  Score: Raw -3263900.098217 + Penalty 3326.707631 = -3260573.390586
  nChanged 36
		SP:Iteration 51Q (18820.160000 sec): 3 clusters
  Score: Raw -3263907.054871 + Penalty 3326.707631 = -3260580.347240
  nChanged 33
		SP:Iteration 52Q (18820.210000 sec): 3 clusters
  Score: Raw -3263912.943912 + Penalty 3326.707631 = -3260586.236281
  nChanged 31
		SP:Iteration 53Q (18820.260000 sec): 3 clusters
  Score: Raw -3263918.513180 + Penalty 3326.707631 = -3260591.805549
  nChanged 32
		SP:Iteration 54Q (18820.320000 sec): 3 clusters
  Score: Raw -3263923.845546 + Penalty 3326.707631 = -3260597.137915
  nChanged 37
		SP:Iteration 55Q (18820.370000 sec): 3 clusters
  Score: Raw -3263930.547767 + Penalty 3326.707631 = -3260603.840136
  nChanged 29
		SP:Iteration 56Q (18820.420000 sec): 3 clusters
  Score: Raw -3263936.225824 + Penalty 3326.707631 = -3260609.518192
  nChanged 28
		SP:Iteration 57Q (18820.470000 sec): 3 clusters
  Score: Raw -3263940.402947 + Penalty 3326.707631 = -3260613.695316
  nChanged 27
		SP:Iteration 58Q (18820.530000 sec): 3 clusters
  Score: Raw -3263944.791899 + Penalty 3326.707631 = -3260618.084267
  nChanged 27
		SP:Iteration 59Q (18820.580000 sec): 3 clusters
  Score: Raw -3263949.184106 + Penalty 3326.707631 = -3260622.476474
  nChanged 24
		SP:Iteration 60F (18820.640000 sec): 3 clusters
  Score: Raw -3263953.307604 + Penalty 3326.707631 = -3260626.599973
  nChanged 22
		SP:Iteration 61Q (18820.690000 sec): 3 clusters
  Score: Raw -3263957.001833 + Penalty 3326.707631 = -3260630.294202
  nChanged 20
		SP:Iteration 62Q (18820.750000 sec): 3 clusters
  Score: Raw -3263959.748706 + Penalty 3326.707631 = -3260633.041075
  nChanged 21
		SP:Iteration 63Q (18820.800000 sec): 3 clusters
  Score: Raw -3263962.474384 + Penalty 3326.707631 = -3260635.766753
  nChanged 13
		SP:Iteration 64Q (18820.850000 sec): 3 clusters
  Score: Raw -3263964.669024 + Penalty 3326.707631 = -3260637.961393
  nChanged 20
		SP:Iteration 65Q (18820.900000 sec): 3 clusters
  Score: Raw -3263968.086141 + Penalty 3326.707631 = -3260641.378510
  nChanged 23
		SP:Iteration 66Q (18820.950000 sec): 3 clusters
  Score: Raw -3263972.972326 + Penalty 3326.707631 = -3260646.264695
  nChanged 27
		SP:Iteration 67Q (18821.010000 sec): 3 clusters
  Score: Raw -3263978.741338 + Penalty 3326.707631 = -3260652.033707
  nChanged 25
		SP:Iteration 68Q (18821.050000 sec): 3 clusters
  Score: Raw -3263984.854287 + Penalty 3326.707631 = -3260658.146656
  nChanged 24
		SP:Iteration 69Q (18821.110000 sec): 3 clusters
  Score: Raw -3263989.378124 + Penalty 3326.707631 = -3260662.670493
  nChanged 22
		SP:Iteration 70Q (18821.160000 sec): 3 clusters
  Score: Raw -3263993.924806 + Penalty 3326.707631 = -3260667.217175
  nChanged 22
		SP:Iteration 71Q (18821.210000 sec): 3 clusters
  Score: Raw -3263998.564161 + Penalty 3326.707631 = -3260671.856530
  nChanged 21
		SP:Iteration 72Q (18821.260000 sec): 3 clusters
  Score: Raw -3264002.620468 + Penalty 3326.707631 = -3260675.912836
  nChanged 23
		SP:Iteration 73Q (18821.310000 sec): 3 clusters
  Score: Raw -3264006.295264 + Penalty 3326.707631 = -3260679.587633
  nChanged 24
		SP:Iteration 74Q (18821.360000 sec): 3 clusters
  Score: Raw -3264009.274721 + Penalty 3326.707631 = -3260682.567090
  nChanged 15
		SP:Iteration 75Q (18821.410000 sec): 3 clusters
  Score: Raw -3264011.858004 + Penalty 3326.707631 = -3260685.150373
  nChanged 12
		SP:Iteration 76Q (18821.470000 sec): 3 clusters
  Score: Raw -3264013.483184 + Penalty 3326.707631 = -3260686.775553
  nChanged 6
		SP:Iteration 77Q (18821.520000 sec): 3 clusters
  Score: Raw -3264014.411339 + Penalty 3326.707631 = -3260687.703708
  nChanged 7
		SP:Iteration 78Q (18821.570000 sec): 3 clusters
  Score: Raw -3264015.299527 + Penalty 3326.707631 = -3260688.591896
  nChanged 5
		SP:Iteration 79Q (18821.620000 sec): 3 clusters
  Score: Raw -3264016.096347 + Penalty 3326.707631 = -3260689.388715
  nChanged 5
		SP:Iteration 80F (18821.690000 sec): 3 clusters
  Score: Raw -3264016.633428 + Penalty 3326.707631 = -3260689.925797
  nChanged 4
		SP:Iteration 81Q (18821.740000 sec): 3 clusters
  Score: Raw -3264017.169347 + Penalty 3326.707631 = -3260690.461716
  nChanged 6
		SP:Iteration 82Q (18821.790000 sec): 3 clusters
  Score: Raw -3264017.864677 + Penalty 3326.707631 = -3260691.157046
  nChanged 2
		SP:Iteration 83Q (18821.840000 sec): 3 clusters
  Score: Raw -3264018.145880 + Penalty 3326.707631 = -3260691.438248
  nChanged 3
		SP:Iteration 84Q (18821.890000 sec): 3 clusters
  Score: Raw -3264018.580268 + Penalty 3326.707631 = -3260691.872637
  nChanged 2
		SP:Iteration 85Q (18821.940000 sec): 3 clusters
  Score: Raw -3264018.958900 + Penalty 3326.707631 = -3260692.251268
  nChanged 3
		SP:Iteration 86Q (18821.990000 sec): 3 clusters
  Score: Raw -3264019.247818 + Penalty 3326.707631 = -3260692.540187
  nChanged 1
		SP:Iteration 87Q (18822.050000 sec): 3 clusters
  Score: Raw -3264019.298309 + Penalty 3326.707631 = -3260692.590678
  nChanged 0
		SP:Iteration 88F (18822.110000 sec): 3 clusters
  Score: Raw -3264019.298309 + Penalty 3326.707631 = -3260692.590678
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 5 (11030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18822.150000 sec): 2 clusters
  Score: Raw -1275698.766509 + Penalty 1512.610793 = -1274186.155716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18822.170000 sec): 3 clusters
  Score: Raw -1269343.634277 + Penalty 3025.221586 = -1266318.412691
  nChanged 4853
		SP:Iteration 1F (18822.200000 sec): 3 clusters
  Score: Raw -1272123.019404 + Penalty 3025.221586 = -1269097.797817
  nChanged 631
		SP:Iteration 2F (18822.230000 sec): 3 clusters
  Score: Raw -1272421.010084 + Penalty 3025.221586 = -1269395.788498
  nChanged 567
		SP:Iteration 3F (18822.250000 sec): 3 clusters
  Score: Raw -1272698.739944 + Penalty 3025.221586 = -1269673.518357
  nChanged 521
		SP:Iteration 4Q (18822.280000 sec): 3 clusters
  Score: Raw -1272957.489546 + Penalty 3025.221586 = -1269932.267959
  nChanged 490
		SP:Iteration 5Q (18822.300000 sec): 3 clusters
  Score: Raw -1273203.250523 + Penalty 3025.221586 = -1270178.028937
  nChanged 456
		SP:Iteration 6Q (18822.330000 sec): 3 clusters
  Score: Raw -1273437.178761 + Penalty 3025.221586 = -1270411.957174
  nChanged 429
		SP:Iteration 7Q (18822.350000 sec): 3 clusters
  Score: Raw -1273641.045726 + Penalty 3025.221586 = -1270615.824139
  nChanged 386
		SP:Iteration 8Q (18822.380000 sec): 3 clusters
  Score: Raw -1273806.492045 + Penalty 3025.221586 = -1270781.270459
  nChanged 327
		SP:Iteration 9Q (18822.410000 sec): 3 clusters
  Score: Raw -1273939.501850 + Penalty 3025.221586 = -1270914.280264
  nChanged 301
		SP:Iteration 10Q (18822.430000 sec): 3 clusters
  Score: Raw -1274058.861019 + Penalty 3025.221586 = -1271033.639433
  nChanged 283
		SP:Iteration 11Q (18822.450000 sec): 3 clusters
  Score: Raw -1274168.377400 + Penalty 3025.221586 = -1271143.155814
  nChanged 268
		SP:Iteration 12Q (18822.480000 sec): 3 clusters
  Score: Raw -1274278.869286 + Penalty 3025.221586 = -1271253.647700
  nChanged 294
		SP:Iteration 13Q (18822.500000 sec): 3 clusters
  Score: Raw -1274405.928701 + Penalty 3025.221586 = -1271380.707114
  nChanged 309
		SP:Iteration 14Q (18822.530000 sec): 3 clusters
  Score: Raw -1274538.802291 + Penalty 3025.221586 = -1271513.580704
  nChanged 302
		SP:Iteration 15Q (18822.550000 sec): 3 clusters
  Score: Raw -1274674.359960 + Penalty 3025.221586 = -1271649.138373
  nChanged 299
		SP:Iteration 16Q (18822.580000 sec): 3 clusters
  Score: Raw -1274821.676790 + Penalty 3025.221586 = -1271796.455203
  nChanged 310
		SP:Iteration 17Q (18822.600000 sec): 3 clusters
  Score: Raw -1274986.174519 + Penalty 3025.221586 = -1271960.952933
  nChanged 311
		SP:Iteration 18Q (18822.630000 sec): 3 clusters
  Score: Raw -1275145.245454 + Penalty 3025.221586 = -1272120.023868
  nChanged 262
		SP:Iteration 19Q (18822.650000 sec): 3 clusters
  Score: Raw -1275275.676953 + Penalty 3025.221586 = -1272250.455366
  nChanged 218
		SP:Iteration 20F (18822.670000 sec): 3 clusters
  Score: Raw -1275388.940994 + Penalty 3025.221586 = -1272363.719408
  nChanged 203
		SP:Iteration 21Q (18822.690000 sec): 3 clusters
  Score: Raw -1275498.455649 + Penalty 3025.221586 = -1272473.234063
  nChanged 149
		SP:Iteration 22Q (18822.720000 sec): 3 clusters
  Score: Raw -1275574.469749 + Penalty 3025.221586 = -1272549.248163
  nChanged 115
		SP:Iteration 23Q (18822.740000 sec): 3 clusters
  Score: Raw -1275640.736931 + Penalty 3025.221586 = -1272615.515344
  nChanged 114
		SP:Iteration 24Q (18822.760000 sec): 3 clusters
  Score: Raw -1275700.942705 + Penalty 3025.221586 = -1272675.721119
  nChanged 79
		SP:Iteration 25Q (18822.780000 sec): 3 clusters
  Score: Raw -1275740.603860 + Penalty 3025.221586 = -1272715.382273
  nChanged 62
		SP:Iteration 26Q (18822.800000 sec): 3 clusters
  Score: Raw -1275773.485079 + Penalty 3025.221586 = -1272748.263493
  nChanged 47
		SP:Iteration 27Q (18822.820000 sec): 3 clusters
  Score: Raw -1275799.072070 + Penalty 3025.221586 = -1272773.850484
  nChanged 38
		SP:Iteration 28Q (18822.840000 sec): 3 clusters
  Score: Raw -1275819.331014 + Penalty 3025.221586 = -1272794.109427
  nChanged 30
		SP:Iteration 29Q (18822.860000 sec): 3 clusters
  Score: Raw -1275837.880682 + Penalty 3025.221586 = -1272812.659095
  nChanged 42
		SP:Iteration 30Q (18822.880000 sec): 3 clusters
  Score: Raw -1275859.454278 + Penalty 3025.221586 = -1272834.232692
  nChanged 24
		SP:Iteration 31Q (18822.900000 sec): 3 clusters
  Score: Raw -1275870.827335 + Penalty 3025.221586 = -1272845.605749
  nChanged 19
		SP:Iteration 32Q (18822.920000 sec): 3 clusters
  Score: Raw -1275880.615166 + Penalty 3025.221586 = -1272855.393580
  nChanged 16
		SP:Iteration 33Q (18822.940000 sec): 3 clusters
  Score: Raw -1275890.274976 + Penalty 3025.221586 = -1272865.053389
  nChanged 12
		SP:Iteration 34Q (18822.960000 sec): 3 clusters
  Score: Raw -1275898.214951 + Penalty 3025.221586 = -1272872.993365
  nChanged 16
		SP:Iteration 35Q (18822.980000 sec): 3 clusters
  Score: Raw -1275906.390036 + Penalty 3025.221586 = -1272881.168450
  nChanged 16
		SP:Iteration 36Q (18823.000000 sec): 3 clusters
  Score: Raw -1275914.677764 + Penalty 3025.221586 = -1272889.456178
  nChanged 13
		SP:Iteration 37Q (18823.020000 sec): 3 clusters
  Score: Raw -1275921.436303 + Penalty 3025.221586 = -1272896.214717
  nChanged 13
		SP:Iteration 38Q (18823.030000 sec): 3 clusters
  Score: Raw -1275928.114456 + Penalty 3025.221586 = -1272902.892870
  nChanged 7
		SP:Iteration 39Q (18823.050000 sec): 3 clusters
  Score: Raw -1275931.935795 + Penalty 3025.221586 = -1272906.714209
  nChanged 3
		SP:Iteration 40F (18823.080000 sec): 3 clusters
  Score: Raw -1275933.076144 + Penalty 3025.221586 = -1272907.854557
  nChanged 3
		SP:Iteration 41Q (18823.100000 sec): 3 clusters
  Score: Raw -1275935.235421 + Penalty 3025.221586 = -1272910.013834
  nChanged 5
		SP:Iteration 42Q (18823.120000 sec): 3 clusters
  Score: Raw -1275939.891932 + Penalty 3025.221586 = -1272914.670345
  nChanged 6
		SP:Iteration 43Q (18823.140000 sec): 3 clusters
  Score: Raw -1275942.791099 + Penalty 3025.221586 = -1272917.569513
  nChanged 6
		SP:Iteration 44Q (18823.160000 sec): 3 clusters
  Score: Raw -1275945.838769 + Penalty 3025.221586 = -1272920.617182
  nChanged 10
		SP:Iteration 45Q (18823.180000 sec): 3 clusters
  Score: Raw -1275952.260297 + Penalty 3025.221586 = -1272927.038711
  nChanged 11
		SP:Iteration 46Q (18823.190000 sec): 3 clusters
  Score: Raw -1275959.973173 + Penalty 3025.221586 = -1272934.751586
  nChanged 12
		SP:Iteration 47Q (18823.210000 sec): 3 clusters
  Score: Raw -1275966.848973 + Penalty 3025.221586 = -1272941.627387
  nChanged 7
		SP:Iteration 48Q (18823.230000 sec): 3 clusters
  Score: Raw -1275970.075326 + Penalty 3025.221586 = -1272944.853740
  nChanged 6
		SP:Iteration 49Q (18823.250000 sec): 3 clusters
  Score: Raw -1275974.274299 + Penalty 3025.221586 = -1272949.052713
  nChanged 8
		SP:Iteration 50Q (18823.270000 sec): 3 clusters
  Score: Raw -1275979.180232 + Penalty 3025.221586 = -1272953.958646
  nChanged 7
		SP:Iteration 51Q (18823.290000 sec): 3 clusters
  Score: Raw -1275983.305230 + Penalty 3025.221586 = -1272958.083644
  nChanged 4
		SP:Iteration 52Q (18823.310000 sec): 3 clusters
  Score: Raw -1275985.969658 + Penalty 3025.221586 = -1272960.748072
  nChanged 6
		SP:Iteration 53Q (18823.330000 sec): 3 clusters
  Score: Raw -1275988.969411 + Penalty 3025.221586 = -1272963.747824
  nChanged 4
		SP:Iteration 54Q (18823.350000 sec): 3 clusters
  Score: Raw -1275992.272417 + Penalty 3025.221586 = -1272967.050831
  nChanged 3
		SP:Iteration 55Q (18823.370000 sec): 3 clusters
  Score: Raw -1275994.881879 + Penalty 3025.221586 = -1272969.660293
  nChanged 5
		SP:Iteration 56Q (18823.390000 sec): 3 clusters
  Score: Raw -1275997.981040 + Penalty 3025.221586 = -1272972.759454
  nChanged 3
		SP:Iteration 57Q (18823.400000 sec): 3 clusters
  Score: Raw -1276001.911899 + Penalty 3025.221586 = -1272976.690312
  nChanged 5
		SP:Iteration 58Q (18823.420000 sec): 3 clusters
  Score: Raw -1276005.854686 + Penalty 3025.221586 = -1272980.633100
  nChanged 6
		SP:Iteration 59Q (18823.440000 sec): 3 clusters
  Score: Raw -1276008.613313 + Penalty 3025.221586 = -1272983.391726
  nChanged 3
		SP:Iteration 60F (18823.470000 sec): 3 clusters
  Score: Raw -1276009.899666 + Penalty 3025.221586 = -1272984.678079
  nChanged 1
		SP:Iteration 61Q (18823.490000 sec): 3 clusters
  Score: Raw -1276010.553577 + Penalty 3025.221586 = -1272985.331991
  nChanged 2
		SP:Iteration 62Q (18823.500000 sec): 3 clusters
  Score: Raw -1276011.140410 + Penalty 3025.221586 = -1272985.918823
  nChanged 0
		SP:Iteration 63F (18823.530000 sec): 3 clusters
  Score: Raw -1276011.140410 + Penalty 3025.221586 = -1272985.918823
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 6 (3187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18823.540000 sec): 2 clusters
  Score: Raw -345221.827142 + Penalty 1310.860739 = -343910.966403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18823.550000 sec): 3 clusters
  Score: Raw -343722.296184 + Penalty 2621.721477 = -341100.574707
  nChanged 1225
		SP:Iteration 1F (18823.560000 sec): 3 clusters
  Score: Raw -344465.055336 + Penalty 2621.721477 = -341843.333859
  nChanged 251
		SP:Iteration 2F (18823.570000 sec): 3 clusters
  Score: Raw -344657.348872 + Penalty 2621.721477 = -342035.627395
  nChanged 173
		SP:Iteration 3F (18823.570000 sec): 3 clusters
  Score: Raw -344805.865553 + Penalty 2621.721477 = -342184.144076
  nChanged 148
		SP:Iteration 4Q (18823.580000 sec): 3 clusters
  Score: Raw -344897.858537 + Penalty 2621.721477 = -342276.137060
  nChanged 119
		SP:Iteration 5Q (18823.590000 sec): 3 clusters
  Score: Raw -344966.686667 + Penalty 2621.721477 = -342344.965189
  nChanged 99
		SP:Iteration 6Q (18823.590000 sec): 3 clusters
  Score: Raw -345027.355954 + Penalty 2621.721477 = -342405.634477
  nChanged 82
		SP:Iteration 7Q (18823.600000 sec): 3 clusters
  Score: Raw -345079.942093 + Penalty 2621.721477 = -342458.220616
  nChanged 75
		SP:Iteration 8Q (18823.610000 sec): 3 clusters
  Score: Raw -345124.289980 + Penalty 2621.721477 = -342502.568503
  nChanged 73
		SP:Iteration 9Q (18823.620000 sec): 3 clusters
  Score: Raw -345158.566536 + Penalty 2621.721477 = -342536.845059
  nChanged 52
		SP:Iteration 10Q (18823.630000 sec): 3 clusters
  Score: Raw -345179.803228 + Penalty 2621.721477 = -342558.081751
  nChanged 40
		SP:Iteration 11Q (18823.630000 sec): 3 clusters
  Score: Raw -345196.448573 + Penalty 2621.721477 = -342574.727095
  nChanged 29
		SP:Iteration 12Q (18823.640000 sec): 3 clusters
  Score: Raw -345209.084854 + Penalty 2621.721477 = -342587.363377
  nChanged 34
		SP:Iteration 13Q (18823.650000 sec): 3 clusters
  Score: Raw -345219.350602 + Penalty 2621.721477 = -342597.629125
  nChanged 20
		SP:Iteration 14Q (18823.650000 sec): 3 clusters
  Score: Raw -345228.011942 + Penalty 2621.721477 = -342606.290465
  nChanged 23
		SP:Iteration 15Q (18823.660000 sec): 3 clusters
  Score: Raw -345240.276779 + Penalty 2621.721477 = -342618.555302
  nChanged 23
		SP:Iteration 16Q (18823.670000 sec): 3 clusters
  Score: Raw -345248.162315 + Penalty 2621.721477 = -342626.440838
  nChanged 19
		SP:Iteration 17Q (18823.670000 sec): 3 clusters
  Score: Raw -345254.612864 + Penalty 2621.721477 = -342632.891387
  nChanged 18
		SP:Iteration 18Q (18823.680000 sec): 3 clusters
  Score: Raw -345261.463832 + Penalty 2621.721477 = -342639.742355
  nChanged 24
		SP:Iteration 19Q (18823.690000 sec): 3 clusters
  Score: Raw -345272.886300 + Penalty 2621.721477 = -342651.164822
  nChanged 25
		SP:Iteration 20F (18823.700000 sec): 3 clusters
  Score: Raw -345281.688129 + Penalty 2621.721477 = -342659.966651
  nChanged 26
		SP:Iteration 21Q (18823.700000 sec): 3 clusters
  Score: Raw -345290.608019 + Penalty 2621.721477 = -342668.886542
  nChanged 21
		SP:Iteration 22Q (18823.710000 sec): 3 clusters
  Score: Raw -345298.630022 + Penalty 2621.721477 = -342676.908545
  nChanged 17
		SP:Iteration 23Q (18823.720000 sec): 3 clusters
  Score: Raw -345307.966972 + Penalty 2621.721477 = -342686.245495
  nChanged 24
		SP:Iteration 24Q (18823.730000 sec): 3 clusters
  Score: Raw -345320.298995 + Penalty 2621.721477 = -342698.577518
  nChanged 28
		SP:Iteration 25Q (18823.730000 sec): 3 clusters
  Score: Raw -345337.702076 + Penalty 2621.721477 = -342715.980599
  nChanged 39
		SP:Iteration 26Q (18823.740000 sec): 3 clusters
  Score: Raw -345362.230419 + Penalty 2621.721477 = -342740.508942
  nChanged 45
		SP:Iteration 27Q (18823.750000 sec): 3 clusters
  Score: Raw -345388.067195 + Penalty 2621.721477 = -342766.345717
  nChanged 51
		SP:Iteration 28Q (18823.750000 sec): 3 clusters
  Score: Raw -345416.030425 + Penalty 2621.721477 = -342794.308948
  nChanged 49
		SP:Iteration 29Q (18823.760000 sec): 3 clusters
  Score: Raw -345446.000310 + Penalty 2621.721477 = -342824.278833
  nChanged 53
		SP:Iteration 30Q (18823.770000 sec): 3 clusters
  Score: Raw -345481.985657 + Penalty 2621.721477 = -342860.264179
  nChanged 53
		SP:Iteration 31Q (18823.770000 sec): 3 clusters
  Score: Raw -345519.266370 + Penalty 2621.721477 = -342897.544893
  nChanged 60
		SP:Iteration 32Q (18823.780000 sec): 3 clusters
  Score: Raw -345558.963372 + Penalty 2621.721477 = -342937.241895
  nChanged 66
		SP:Iteration 33Q (18823.790000 sec): 3 clusters
  Score: Raw -345608.325075 + Penalty 2621.721477 = -342986.603597
  nChanged 63
		SP:Iteration 34Q (18823.790000 sec): 3 clusters
  Score: Raw -345659.139642 + Penalty 2621.721477 = -343037.418165
  nChanged 64
		SP:Iteration 35Q (18823.800000 sec): 3 clusters
  Score: Raw -345705.437278 + Penalty 2621.721477 = -343083.715801
  nChanged 58
		SP:Iteration 36Q (18823.810000 sec): 3 clusters
  Score: Raw -345756.275747 + Penalty 2621.721477 = -343134.554269
  nChanged 55
		SP:Iteration 37Q (18823.810000 sec): 3 clusters
  Score: Raw -345794.262953 + Penalty 2621.721477 = -343172.541476
  nChanged 48
		SP:Iteration 38Q (18823.820000 sec): 3 clusters
  Score: Raw -345830.590040 + Penalty 2621.721477 = -343208.868562
  nChanged 47
		SP:Iteration 39Q (18823.830000 sec): 3 clusters
  Score: Raw -345858.123559 + Penalty 2621.721477 = -343236.402082
  nChanged 34
		SP:Iteration 40F (18823.840000 sec): 3 clusters
  Score: Raw -345878.589750 + Penalty 2621.721477 = -343256.868273
  nChanged 44
		SP:Iteration 41Q (18823.840000 sec): 3 clusters
  Score: Raw -345903.796005 + Penalty 2621.721477 = -343282.074527
  nChanged 46
		SP:Iteration 42Q (18823.850000 sec): 3 clusters
  Score: Raw -345925.212246 + Penalty 2621.721477 = -343303.490769
  nChanged 30
		SP:Iteration 43Q (18823.850000 sec): 3 clusters
  Score: Raw -345942.860333 + Penalty 2621.721477 = -343321.138856
  nChanged 35
		SP:Iteration 44Q (18823.860000 sec): 3 clusters
  Score: Raw -345960.958083 + Penalty 2621.721477 = -343339.236606
  nChanged 26
		SP:Iteration 45Q (18823.870000 sec): 3 clusters
  Score: Raw -345977.066477 + Penalty 2621.721477 = -343355.345000
  nChanged 29
		SP:Iteration 46Q (18823.870000 sec): 3 clusters
  Score: Raw -345990.498311 + Penalty 2621.721477 = -343368.776834
  nChanged 20
		SP:Iteration 47Q (18823.880000 sec): 3 clusters
  Score: Raw -345999.666577 + Penalty 2621.721477 = -343377.945100
  nChanged 22
		SP:Iteration 48Q (18823.890000 sec): 3 clusters
  Score: Raw -346007.628619 + Penalty 2621.721477 = -343385.907142
  nChanged 14
		SP:Iteration 49Q (18823.890000 sec): 3 clusters
  Score: Raw -346012.479125 + Penalty 2621.721477 = -343390.757648
  nChanged 11
		SP:Iteration 50Q (18823.900000 sec): 3 clusters
  Score: Raw -346016.317051 + Penalty 2621.721477 = -343394.595573
  nChanged 8
		SP:Iteration 51Q (18823.910000 sec): 3 clusters
  Score: Raw -346019.218178 + Penalty 2621.721477 = -343397.496701
  nChanged 7
		SP:Iteration 52Q (18823.910000 sec): 3 clusters
  Score: Raw -346021.498069 + Penalty 2621.721477 = -343399.776591
  nChanged 3
		SP:Iteration 53Q (18823.920000 sec): 3 clusters
  Score: Raw -346022.155296 + Penalty 2621.721477 = -343400.433819
  nChanged 1
		SP:Iteration 54Q (18823.930000 sec): 3 clusters
  Score: Raw -346022.273840 + Penalty 2621.721477 = -343400.552363
  nChanged 2
		SP:Iteration 55Q (18823.930000 sec): 3 clusters
  Score: Raw -346022.691434 + Penalty 2621.721477 = -343400.969957
  nChanged 0
		SP:Iteration 56F (18823.940000 sec): 3 clusters
  Score: Raw -346022.691434 + Penalty 2621.721477 = -343400.969957
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 7 (7848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18823.970000 sec): 2 clusters
  Score: Raw -842525.481676 + Penalty 1457.302275 = -841068.179401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18823.990000 sec): 3 clusters
  Score: Raw -838212.415292 + Penalty 2914.604550 = -835297.810742
  nChanged 3333
		SP:Iteration 1F (18824.000000 sec): 3 clusters
  Score: Raw -840317.407993 + Penalty 2914.604550 = -837402.803442
  nChanged 686
		SP:Iteration 2F (18824.020000 sec): 3 clusters
  Score: Raw -840996.686052 + Penalty 2914.604550 = -838082.081501
  nChanged 674
		SP:Iteration 3F (18824.040000 sec): 3 clusters
  Score: Raw -841722.994777 + Penalty 2914.604550 = -838808.390227
  nChanged 600
		SP:Iteration 4F (18824.060000 sec): 3 clusters
  Score: Raw -842304.074360 + Penalty 2914.604550 = -839389.469810
  nChanged 509
		SP:Iteration 5F (18824.080000 sec): 3 clusters
  Score: Raw -842729.195786 + Penalty 2914.604550 = -839814.591236
  nChanged 375
		SP:Iteration 6Q (18824.090000 sec): 3 clusters
  Score: Raw -842977.365705 + Penalty 2914.604550 = -840062.761154
  nChanged 272
		SP:Iteration 7Q (18824.110000 sec): 3 clusters
  Score: Raw -843143.777963 + Penalty 2914.604550 = -840229.173412
  nChanged 226
		SP:Iteration 8Q (18824.130000 sec): 3 clusters
  Score: Raw -843274.296802 + Penalty 2914.604550 = -840359.692252
  nChanged 172
		SP:Iteration 9Q (18824.150000 sec): 3 clusters
  Score: Raw -843362.393772 + Penalty 2914.604550 = -840447.789222
  nChanged 130
		SP:Iteration 10Q (18824.160000 sec): 3 clusters
  Score: Raw -843419.668369 + Penalty 2914.604550 = -840505.063819
  nChanged 105
		SP:Iteration 11Q (18824.180000 sec): 3 clusters
  Score: Raw -843454.707718 + Penalty 2914.604550 = -840540.103168
  nChanged 76
		SP:Iteration 12Q (18824.200000 sec): 3 clusters
  Score: Raw -843475.407973 + Penalty 2914.604550 = -840560.803423
  nChanged 59
		SP:Iteration 13Q (18824.210000 sec): 3 clusters
  Score: Raw -843496.597722 + Penalty 2914.604550 = -840581.993172
  nChanged 53
		SP:Iteration 14Q (18824.230000 sec): 3 clusters
  Score: Raw -843516.012212 + Penalty 2914.604550 = -840601.407662
  nChanged 53
		SP:Iteration 15Q (18824.250000 sec): 3 clusters
  Score: Raw -843532.670333 + Penalty 2914.604550 = -840618.065783
  nChanged 54
		SP:Iteration 16Q (18824.270000 sec): 3 clusters
  Score: Raw -843549.643694 + Penalty 2914.604550 = -840635.039143
  nChanged 54
		SP:Iteration 17Q (18824.280000 sec): 3 clusters
  Score: Raw -843564.366725 + Penalty 2914.604550 = -840649.762175
  nChanged 41
		SP:Iteration 18Q (18824.300000 sec): 3 clusters
  Score: Raw -843575.180692 + Penalty 2914.604550 = -840660.576142
  nChanged 44
		SP:Iteration 19Q (18824.310000 sec): 3 clusters
  Score: Raw -843588.870910 + Penalty 2914.604550 = -840674.266359
  nChanged 40
		SP:Iteration 20F (18824.330000 sec): 3 clusters
  Score: Raw -843599.139306 + Penalty 2914.604550 = -840684.534755
  nChanged 42
		SP:Iteration 21Q (18824.350000 sec): 3 clusters
  Score: Raw -843613.015313 + Penalty 2914.604550 = -840698.410763
  nChanged 45
		SP:Iteration 22Q (18824.370000 sec): 3 clusters
  Score: Raw -843627.700181 + Penalty 2914.604550 = -840713.095631
  nChanged 47
		SP:Iteration 23Q (18824.380000 sec): 3 clusters
  Score: Raw -843640.917373 + Penalty 2914.604550 = -840726.312823
  nChanged 42
		SP:Iteration 24Q (18824.400000 sec): 3 clusters
  Score: Raw -843654.698849 + Penalty 2914.604550 = -840740.094299
  nChanged 43
		SP:Iteration 25Q (18824.410000 sec): 3 clusters
  Score: Raw -843670.471538 + Penalty 2914.604550 = -840755.866988
  nChanged 44
		SP:Iteration 26Q (18824.430000 sec): 3 clusters
  Score: Raw -843685.355776 + Penalty 2914.604550 = -840770.751226
  nChanged 45
		SP:Iteration 27Q (18824.450000 sec): 3 clusters
  Score: Raw -843700.722962 + Penalty 2914.604550 = -840786.118411
  nChanged 32
		SP:Iteration 28Q (18824.460000 sec): 3 clusters
  Score: Raw -843711.881537 + Penalty 2914.604550 = -840797.276986
  nChanged 33
		SP:Iteration 29Q (18824.480000 sec): 3 clusters
  Score: Raw -843725.183445 + Penalty 2914.604550 = -840810.578894
  nChanged 31
		SP:Iteration 30Q (18824.490000 sec): 3 clusters
  Score: Raw -843737.179988 + Penalty 2914.604550 = -840822.575437
  nChanged 26
		SP:Iteration 31Q (18824.510000 sec): 3 clusters
  Score: Raw -843744.828849 + Penalty 2914.604550 = -840830.224299
  nChanged 19
		SP:Iteration 32Q (18824.530000 sec): 3 clusters
  Score: Raw -843752.059928 + Penalty 2914.604550 = -840837.455378
  nChanged 15
		SP:Iteration 33Q (18824.540000 sec): 3 clusters
  Score: Raw -843756.737309 + Penalty 2914.604550 = -840842.132759
  nChanged 12
		SP:Iteration 34Q (18824.560000 sec): 3 clusters
  Score: Raw -843759.660523 + Penalty 2914.604550 = -840845.055973
  nChanged 13
		SP:Iteration 35Q (18824.570000 sec): 3 clusters
  Score: Raw -843763.136416 + Penalty 2914.604550 = -840848.531866
  nChanged 12
		SP:Iteration 36Q (18824.590000 sec): 3 clusters
  Score: Raw -843764.988846 + Penalty 2914.604550 = -840850.384296
  nChanged 7
		SP:Iteration 37Q (18824.610000 sec): 3 clusters
  Score: Raw -843766.825828 + Penalty 2914.604550 = -840852.221278
  nChanged 6
		SP:Iteration 38Q (18824.620000 sec): 3 clusters
  Score: Raw -843767.756807 + Penalty 2914.604550 = -840853.152256
  nChanged 4
		SP:Iteration 39Q (18824.640000 sec): 3 clusters
  Score: Raw -843768.845654 + Penalty 2914.604550 = -840854.241103
  nChanged 7
		SP:Iteration 40F (18824.660000 sec): 3 clusters
  Score: Raw -843770.339636 + Penalty 2914.604550 = -840855.735085
  nChanged 7
		SP:Iteration 41Q (18824.670000 sec): 3 clusters
  Score: Raw -843771.663740 + Penalty 2914.604550 = -840857.059189
  nChanged 10
		SP:Iteration 42Q (18824.690000 sec): 3 clusters
  Score: Raw -843773.272977 + Penalty 2914.604550 = -840858.668426
  nChanged 3
		SP:Iteration 43Q (18824.700000 sec): 3 clusters
  Score: Raw -843774.125304 + Penalty 2914.604550 = -840859.520754
  nChanged 2
		SP:Iteration 44Q (18824.720000 sec): 3 clusters
  Score: Raw -843774.323056 + Penalty 2914.604550 = -840859.718506
  nChanged 3
		SP:Iteration 45Q (18824.730000 sec): 3 clusters
  Score: Raw -843774.648906 + Penalty 2914.604550 = -840860.044355
  nChanged 0
		SP:Iteration 46F (18824.750000 sec): 3 clusters
  Score: Raw -843774.648906 + Penalty 2914.604550 = -840860.044355
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 8 (41358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18824.870000 sec): 2 clusters
  Score: Raw -4893521.048760 + Penalty 1727.378437 = -4891793.670322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18824.970000 sec): 3 clusters
  Score: Raw -4867573.242167 + Penalty 3454.756874 = -4864118.485292
  nChanged 19325
		SP:Iteration 1F (18825.070000 sec): 3 clusters
  Score: Raw -4878552.018409 + Penalty 3454.756874 = -4875097.261535
  nChanged 1804
		SP:Iteration 2Q (18825.170000 sec): 3 clusters
  Score: Raw -4879130.946993 + Penalty 3454.756874 = -4875676.190118
  nChanged 1728
		SP:Iteration 3Q (18825.270000 sec): 3 clusters
  Score: Raw -4879710.012714 + Penalty 3454.756874 = -4876255.255840
  nChanged 1661
		SP:Iteration 4Q (18825.380000 sec): 3 clusters
  Score: Raw -4880269.911577 + Penalty 3454.756874 = -4876815.154703
  nChanged 1613
		SP:Iteration 5Q (18825.480000 sec): 3 clusters
  Score: Raw -4880866.208193 + Penalty 3454.756874 = -4877411.451319
  nChanged 1730
		SP:Iteration 6Q (18825.580000 sec): 3 clusters
  Score: Raw -4881625.304648 + Penalty 3454.756874 = -4878170.547774
  nChanged 1885
		SP:Iteration 7Q (18825.690000 sec): 3 clusters
  Score: Raw -4882655.370003 + Penalty 3454.756874 = -4879200.613129
  nChanged 2038
		SP:Iteration 8Q (18825.790000 sec): 3 clusters
  Score: Raw -4883942.882317 + Penalty 3454.756874 = -4880488.125442
  nChanged 2188
		SP:Iteration 9F (18825.890000 sec): 3 clusters
  Score: Raw -4885327.176425 + Penalty 3454.756874 = -4881872.419551
  nChanged 1909
		SP:Iteration 10Q (18825.990000 sec): 3 clusters
  Score: Raw -4886275.210351 + Penalty 3454.756874 = -4882820.453477
  nChanged 1296
		SP:Iteration 11Q (18826.090000 sec): 3 clusters
  Score: Raw -4886686.511533 + Penalty 3454.756874 = -4883231.754659
  nChanged 802
		SP:Iteration 12Q (18826.190000 sec): 3 clusters
  Score: Raw -4886861.358690 + Penalty 3454.756874 = -4883406.601816
  nChanged 561
		SP:Iteration 13Q (18826.290000 sec): 3 clusters
  Score: Raw -4886983.746241 + Penalty 3454.756874 = -4883528.989367
  nChanged 514
		SP:Iteration 14Q (18826.390000 sec): 3 clusters
  Score: Raw -4887108.691207 + Penalty 3454.756874 = -4883653.934333
  nChanged 532
		SP:Iteration 15Q (18826.490000 sec): 3 clusters
  Score: Raw -4887247.106389 + Penalty 3454.756874 = -4883792.349515
  nChanged 547
		SP:Iteration 16Q (18826.580000 sec): 3 clusters
  Score: Raw -4887395.656726 + Penalty 3454.756874 = -4883940.899852
  nChanged 566
		SP:Iteration 17Q (18826.680000 sec): 3 clusters
  Score: Raw -4887554.204598 + Penalty 3454.756874 = -4884099.447723
  nChanged 601
		SP:Iteration 18Q (18826.780000 sec): 3 clusters
  Score: Raw -4887726.539169 + Penalty 3454.756874 = -4884271.782295
  nChanged 620
		SP:Iteration 19Q (18826.870000 sec): 3 clusters
  Score: Raw -4887907.870158 + Penalty 3454.756874 = -4884453.113283
  nChanged 610
		SP:Iteration 20F (18826.970000 sec): 3 clusters
  Score: Raw -4888108.284087 + Penalty 3454.756874 = -4884653.527212
  nChanged 668
		SP:Iteration 21Q (18827.070000 sec): 3 clusters
  Score: Raw -4888344.194894 + Penalty 3454.756874 = -4884889.438020
  nChanged 677
		SP:Iteration 22Q (18827.160000 sec): 3 clusters
  Score: Raw -4888603.081823 + Penalty 3454.756874 = -4885148.324948
  nChanged 684
		SP:Iteration 23Q (18827.250000 sec): 3 clusters
  Score: Raw -4888877.304992 + Penalty 3454.756874 = -4885422.548118
  nChanged 706
		SP:Iteration 24Q (18827.350000 sec): 3 clusters
  Score: Raw -4889168.358960 + Penalty 3454.756874 = -4885713.602085
  nChanged 713
		SP:Iteration 25Q (18827.430000 sec): 3 clusters
  Score: Raw -4889469.538833 + Penalty 3454.756874 = -4886014.781959
  nChanged 748
		SP:Iteration 26Q (18827.530000 sec): 3 clusters
  Score: Raw -4889795.539878 + Penalty 3454.756874 = -4886340.783003
  nChanged 703
		SP:Iteration 27Q (18827.610000 sec): 3 clusters
  Score: Raw -4890102.454809 + Penalty 3454.756874 = -4886647.697934
  nChanged 613
		SP:Iteration 28Q (18827.700000 sec): 3 clusters
  Score: Raw -4890386.816069 + Penalty 3454.756874 = -4886932.059195
  nChanged 587
		SP:Iteration 29Q (18827.790000 sec): 3 clusters
  Score: Raw -4890660.281429 + Penalty 3454.756874 = -4887205.524555
  nChanged 557
		SP:Iteration 30Q (18827.870000 sec): 3 clusters
  Score: Raw -4890928.587576 + Penalty 3454.756874 = -4887473.830702
  nChanged 556
		SP:Iteration 31Q (18827.960000 sec): 3 clusters
  Score: Raw -4891205.838205 + Penalty 3454.756874 = -4887751.081331
  nChanged 511
		SP:Iteration 32Q (18828.050000 sec): 3 clusters
  Score: Raw -4891441.034264 + Penalty 3454.756874 = -4887986.277389
  nChanged 492
		SP:Iteration 33Q (18828.130000 sec): 3 clusters
  Score: Raw -4891674.816327 + Penalty 3454.756874 = -4888220.059453
  nChanged 457
		SP:Iteration 34Q (18828.210000 sec): 3 clusters
  Score: Raw -4891884.972521 + Penalty 3454.756874 = -4888430.215647
  nChanged 442
		SP:Iteration 35Q (18828.290000 sec): 3 clusters
  Score: Raw -4892097.451630 + Penalty 3454.756874 = -4888642.694756
  nChanged 437
		SP:Iteration 36Q (18828.370000 sec): 3 clusters
  Score: Raw -4892310.534357 + Penalty 3454.756874 = -4888855.777483
  nChanged 386
		SP:Iteration 37Q (18828.450000 sec): 3 clusters
  Score: Raw -4892501.122630 + Penalty 3454.756874 = -4889046.365756
  nChanged 344
		SP:Iteration 38Q (18828.530000 sec): 3 clusters
  Score: Raw -4892663.072104 + Penalty 3454.756874 = -4889208.315229
  nChanged 294
		SP:Iteration 39Q (18828.600000 sec): 3 clusters
  Score: Raw -4892790.287360 + Penalty 3454.756874 = -4889335.530486
  nChanged 245
		SP:Iteration 40F (18828.700000 sec): 3 clusters
  Score: Raw -4892903.633365 + Penalty 3454.756874 = -4889448.876491
  nChanged 248
		SP:Iteration 41Q (18828.780000 sec): 3 clusters
  Score: Raw -4893017.481874 + Penalty 3454.756874 = -4889562.724999
  nChanged 230
		SP:Iteration 42Q (18828.850000 sec): 3 clusters
  Score: Raw -4893128.562415 + Penalty 3454.756874 = -4889673.805540
  nChanged 218
		SP:Iteration 43Q (18828.930000 sec): 3 clusters
  Score: Raw -4893229.335946 + Penalty 3454.756874 = -4889774.579071
  nChanged 162
		SP:Iteration 44Q (18829.000000 sec): 3 clusters
  Score: Raw -4893303.986945 + Penalty 3454.756874 = -4889849.230071
  nChanged 141
		SP:Iteration 45Q (18829.070000 sec): 3 clusters
  Score: Raw -4893368.395197 + Penalty 3454.756874 = -4889913.638323
  nChanged 113
		SP:Iteration 46Q (18829.150000 sec): 3 clusters
  Score: Raw -4893424.757108 + Penalty 3454.756874 = -4889970.000234
  nChanged 93
		SP:Iteration 47Q (18829.220000 sec): 3 clusters
  Score: Raw -4893469.211357 + Penalty 3454.756874 = -4890014.454483
  nChanged 74
		SP:Iteration 48Q (18829.300000 sec): 3 clusters
  Score: Raw -4893506.880315 + Penalty 3454.756874 = -4890052.123440
  nChanged 76
		SP:Iteration 49Q (18829.370000 sec): 3 clusters
  Score: Raw -4893547.542379 + Penalty 3454.756874 = -4890092.785504
  nChanged 69
		SP:Iteration 50Q (18829.440000 sec): 3 clusters
  Score: Raw -4893580.522338 + Penalty 3454.756874 = -4890125.765464
  nChanged 54
		SP:Iteration 51Q (18829.510000 sec): 3 clusters
  Score: Raw -4893608.980027 + Penalty 3454.756874 = -4890154.223152
  nChanged 43
		SP:Iteration 52Q (18829.580000 sec): 3 clusters
  Score: Raw -4893630.633728 + Penalty 3454.756874 = -4890175.876854
  nChanged 34
		SP:Iteration 53Q (18829.650000 sec): 3 clusters
  Score: Raw -4893647.048663 + Penalty 3454.756874 = -4890192.291789
  nChanged 25
		SP:Iteration 54Q (18829.720000 sec): 3 clusters
  Score: Raw -4893656.823461 + Penalty 3454.756874 = -4890202.066586
  nChanged 19
		SP:Iteration 55Q (18829.790000 sec): 3 clusters
  Score: Raw -4893665.114870 + Penalty 3454.756874 = -4890210.357995
  nChanged 16
		SP:Iteration 56Q (18829.860000 sec): 3 clusters
  Score: Raw -4893672.760744 + Penalty 3454.756874 = -4890218.003869
  nChanged 14
		SP:Iteration 57Q (18829.930000 sec): 3 clusters
  Score: Raw -4893678.860321 + Penalty 3454.756874 = -4890224.103447
  nChanged 15
		SP:Iteration 58Q (18830.000000 sec): 3 clusters
  Score: Raw -4893685.235568 + Penalty 3454.756874 = -4890230.478693
  nChanged 12
		SP:Iteration 59Q (18830.070000 sec): 3 clusters
  Score: Raw -4893690.878072 + Penalty 3454.756874 = -4890236.121198
  nChanged 14
		SP:Iteration 60F (18830.170000 sec): 3 clusters
  Score: Raw -4893696.702239 + Penalty 3454.756874 = -4890241.945365
  nChanged 11
		SP:Iteration 61Q (18830.240000 sec): 3 clusters
  Score: Raw -4893702.452549 + Penalty 3454.756874 = -4890247.695674
  nChanged 13
		SP:Iteration 62Q (18830.310000 sec): 3 clusters
  Score: Raw -4893708.906587 + Penalty 3454.756874 = -4890254.149713
  nChanged 12
		SP:Iteration 63Q (18830.380000 sec): 3 clusters
  Score: Raw -4893715.490570 + Penalty 3454.756874 = -4890260.733696
  nChanged 8
		SP:Iteration 64Q (18830.450000 sec): 3 clusters
  Score: Raw -4893720.512773 + Penalty 3454.756874 = -4890265.755899
  nChanged 8
		SP:Iteration 65Q (18830.520000 sec): 3 clusters
  Score: Raw -4893724.963898 + Penalty 3454.756874 = -4890270.207023
  nChanged 8
		SP:Iteration 66Q (18830.590000 sec): 3 clusters
  Score: Raw -4893730.410160 + Penalty 3454.756874 = -4890275.653286
  nChanged 4
		SP:Iteration 67Q (18830.660000 sec): 3 clusters
  Score: Raw -4893733.409032 + Penalty 3454.756874 = -4890278.652158
  nChanged 6
		SP:Iteration 68Q (18830.730000 sec): 3 clusters
  Score: Raw -4893737.157869 + Penalty 3454.756874 = -4890282.400995
  nChanged 3
		SP:Iteration 69Q (18830.800000 sec): 3 clusters
  Score: Raw -4893738.747449 + Penalty 3454.756874 = -4890283.990575
  nChanged 2
		SP:Iteration 70Q (18830.870000 sec): 3 clusters
  Score: Raw -4893739.601998 + Penalty 3454.756874 = -4890284.845124
  nChanged 5
		SP:Iteration 71Q (18830.940000 sec): 3 clusters
  Score: Raw -4893741.411371 + Penalty 3454.756874 = -4890286.654496
  nChanged 1
		SP:Iteration 72Q (18831.010000 sec): 3 clusters
  Score: Raw -4893741.694904 + Penalty 3454.756874 = -4890286.938030
  nChanged 3
		SP:Iteration 73Q (18831.080000 sec): 3 clusters
  Score: Raw -4893742.954331 + Penalty 3454.756874 = -4890288.197456
  nChanged 1
		SP:Iteration 74Q (18831.150000 sec): 3 clusters
  Score: Raw -4893743.953860 + Penalty 3454.756874 = -4890289.196986
  nChanged 2
		SP:Iteration 75Q (18831.220000 sec): 3 clusters
  Score: Raw -4893745.193570 + Penalty 3454.756874 = -4890290.436696
  nChanged 2
		SP:Iteration 76Q (18831.290000 sec): 3 clusters
  Score: Raw -4893746.210021 + Penalty 3454.756874 = -4890291.453147
  nChanged 2
		SP:Iteration 77Q (18831.360000 sec): 3 clusters
  Score: Raw -4893747.422852 + Penalty 3454.756874 = -4890292.665978
  nChanged 3
		SP:Iteration 78Q (18831.430000 sec): 3 clusters
  Score: Raw -4893749.161175 + Penalty 3454.756874 = -4890294.404301
  nChanged 3
		SP:Iteration 79Q (18831.500000 sec): 3 clusters
  Score: Raw -4893750.218589 + Penalty 3454.756874 = -4890295.461715
  nChanged 0
		SP:Iteration 80F (18831.600000 sec): 3 clusters
  Score: Raw -4893750.218589 + Penalty 3454.756874 = -4890295.461715
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 9 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18831.620000 sec): 2 clusters
  Score: Raw -95068.805171 + Penalty 1092.427342 = -93976.377829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18831.620000 sec): 3 clusters
  Score: Raw -94855.223652 + Penalty 2184.854683 = -92670.368968
  nChanged 207
		SP:Iteration 1F (18831.620000 sec): 3 clusters
  Score: Raw -95078.786581 + Penalty 2184.854683 = -92893.931898
  nChanged 63
		SP:Iteration 2F (18831.630000 sec): 3 clusters
  Score: Raw -95151.942388 + Penalty 2184.854683 = -92967.087704
  nChanged 28
		SP:Iteration 3Q (18831.630000 sec): 3 clusters
  Score: Raw -95179.930086 + Penalty 2184.854683 = -92995.075403
  nChanged 17
		SP:Iteration 4Q (18831.630000 sec): 3 clusters
  Score: Raw -95199.711588 + Penalty 2184.854683 = -93014.856905
  nChanged 14
		SP:Iteration 5Q (18831.630000 sec): 3 clusters
  Score: Raw -95215.191026 + Penalty 2184.854683 = -93030.336343
  nChanged 8
		SP:Iteration 6Q (18831.640000 sec): 3 clusters
  Score: Raw -95223.853060 + Penalty 2184.854683 = -93038.998377
  nChanged 9
		SP:Iteration 7Q (18831.640000 sec): 3 clusters
  Score: Raw -95233.321117 + Penalty 2184.854683 = -93048.466433
  nChanged 7
		SP:Iteration 8Q (18831.640000 sec): 3 clusters
  Score: Raw -95239.753567 + Penalty 2184.854683 = -93054.898884
  nChanged 2
		SP:Iteration 9Q (18831.640000 sec): 3 clusters
  Score: Raw -95241.499253 + Penalty 2184.854683 = -93056.644570
  nChanged 2
		SP:Iteration 10Q (18831.640000 sec): 3 clusters
  Score: Raw -95242.605624 + Penalty 2184.854683 = -93057.750941
  nChanged 3
		SP:Iteration 11Q (18831.640000 sec): 3 clusters
  Score: Raw -95244.845421 + Penalty 2184.854683 = -93059.990738
  nChanged 2
		SP:Iteration 12Q (18831.640000 sec): 3 clusters
  Score: Raw -95246.188686 + Penalty 2184.854683 = -93061.334003
  nChanged 0
		SP:Iteration 13F (18831.650000 sec): 3 clusters
  Score: Raw -95246.188686 + Penalty 2184.854683 = -93061.334003
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 10 (1618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18831.660000 sec): 2 clusters
  Score: Raw -193906.692721 + Penalty 1200.703741 = -192705.988980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18831.660000 sec): 3 clusters
  Score: Raw -193246.230085 + Penalty 2401.407482 = -190844.822603
  nChanged 554
		SP:Iteration 1F (18831.660000 sec): 3 clusters
  Score: Raw -193646.066443 + Penalty 2401.407482 = -191244.658962
  nChanged 127
		SP:Iteration 2F (18831.670000 sec): 3 clusters
  Score: Raw -193753.928799 + Penalty 2401.407482 = -191352.521317
  nChanged 70
		SP:Iteration 3Q (18831.670000 sec): 3 clusters
  Score: Raw -193804.990326 + Penalty 2401.407482 = -191403.582844
  nChanged 48
		SP:Iteration 4Q (18831.680000 sec): 3 clusters
  Score: Raw -193841.125679 + Penalty 2401.407482 = -191439.718197
  nChanged 39
		SP:Iteration 5Q (18831.680000 sec): 3 clusters
  Score: Raw -193867.765008 + Penalty 2401.407482 = -191466.357526
  nChanged 30
		SP:Iteration 6Q (18831.680000 sec): 3 clusters
  Score: Raw -193884.566892 + Penalty 2401.407482 = -191483.159410
  nChanged 21
		SP:Iteration 7Q (18831.680000 sec): 3 clusters
  Score: Raw -193897.110247 + Penalty 2401.407482 = -191495.702765
  nChanged 14
		SP:Iteration 8Q (18831.690000 sec): 3 clusters
  Score: Raw -193905.040635 + Penalty 2401.407482 = -191503.633154
  nChanged 13
		SP:Iteration 9Q (18831.690000 sec): 3 clusters
  Score: Raw -193911.654496 + Penalty 2401.407482 = -191510.247014
  nChanged 11
		SP:Iteration 10Q (18831.700000 sec): 3 clusters
  Score: Raw -193916.941867 + Penalty 2401.407482 = -191515.534385
  nChanged 6
		SP:Iteration 11Q (18831.700000 sec): 3 clusters
  Score: Raw -193919.127453 + Penalty 2401.407482 = -191517.719971
  nChanged 5
		SP:Iteration 12Q (18831.700000 sec): 3 clusters
  Score: Raw -193921.656541 + Penalty 2401.407482 = -191520.249059
  nChanged 7
		SP:Iteration 13Q (18831.710000 sec): 3 clusters
  Score: Raw -193925.441428 + Penalty 2401.407482 = -191524.033946
  nChanged 5
		SP:Iteration 14Q (18831.710000 sec): 3 clusters
  Score: Raw -193928.521378 + Penalty 2401.407482 = -191527.113897
  nChanged 4
		SP:Iteration 15Q (18831.720000 sec): 3 clusters
  Score: Raw -193930.412007 + Penalty 2401.407482 = -191529.004525
  nChanged 2
		SP:Iteration 16Q (18831.720000 sec): 3 clusters
  Score: Raw -193931.360853 + Penalty 2401.407482 = -191529.953372
  nChanged 3
		SP:Iteration 17Q (18831.720000 sec): 3 clusters
  Score: Raw -193932.509016 + Penalty 2401.407482 = -191531.101534
  nChanged 4
		SP:Iteration 18Q (18831.730000 sec): 3 clusters
  Score: Raw -193933.823007 + Penalty 2401.407482 = -191532.415526
  nChanged 2
		SP:Iteration 19Q (18831.730000 sec): 3 clusters
  Score: Raw -193934.755695 + Penalty 2401.407482 = -191533.348213
  nChanged 1
		SP:Iteration 20F (18831.730000 sec): 3 clusters
  Score: Raw -193935.020029 + Penalty 2401.407482 = -191533.612547
  nChanged 3
		SP:Iteration 21Q (18831.740000 sec): 3 clusters
  Score: Raw -193935.869938 + Penalty 2401.407482 = -191534.462456
  nChanged 2
		SP:Iteration 22Q (18831.740000 sec): 3 clusters
  Score: Raw -193936.738982 + Penalty 2401.407482 = -191535.331501
  nChanged 0
		SP:Iteration 23F (18831.740000 sec): 3 clusters
  Score: Raw -193936.738982 + Penalty 2401.407482 = -191535.331501
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 11 (24457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18831.810000 sec): 2 clusters
  Score: Raw -2881680.227960 + Penalty 1642.009160 = -2880038.218800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18831.870000 sec): 3 clusters
  Score: Raw -2866866.756324 + Penalty 3284.018320 = -2863582.738005
  nChanged 11067
		SP:Iteration 1F (18831.930000 sec): 3 clusters
  Score: Raw -2872953.729589 + Penalty 3284.018320 = -2869669.711270
  nChanged 1110
		SP:Iteration 2Q (18831.990000 sec): 3 clusters
  Score: Raw -2873311.410125 + Penalty 3284.018320 = -2870027.391806
  nChanged 1057
		SP:Iteration 3Q (18832.050000 sec): 3 clusters
  Score: Raw -2873691.131474 + Penalty 3284.018320 = -2870407.113154
  nChanged 1083
		SP:Iteration 4Q (18832.110000 sec): 3 clusters
  Score: Raw -2874144.175759 + Penalty 3284.018320 = -2870860.157440
  nChanged 1224
		SP:Iteration 5F (18832.170000 sec): 3 clusters
  Score: Raw -2874762.305283 + Penalty 3284.018320 = -2871478.286964
  nChanged 1510
		SP:Iteration 6F (18832.230000 sec): 3 clusters
  Score: Raw -2875713.204507 + Penalty 3284.018320 = -2872429.186187
  nChanged 1735
		SP:Iteration 7F (18832.280000 sec): 3 clusters
  Score: Raw -2877042.459220 + Penalty 3284.018320 = -2873758.440900
  nChanged 1767
		SP:Iteration 8F (18832.340000 sec): 3 clusters
  Score: Raw -2878530.826909 + Penalty 3284.018320 = -2875246.808589
  nChanged 1509
		SP:Iteration 9F (18832.400000 sec): 3 clusters
  Score: Raw -2879920.750499 + Penalty 3284.018320 = -2876636.732180
  nChanged 1032
		SP:Iteration 10Q (18832.460000 sec): 3 clusters
  Score: Raw -2880934.218953 + Penalty 3284.018320 = -2877650.200634
  nChanged 570
		SP:Iteration 11Q (18832.510000 sec): 3 clusters
  Score: Raw -2881543.479761 + Penalty 3284.018320 = -2878259.461441
  nChanged 235
		SP:Iteration 12Q (18832.550000 sec): 3 clusters
  Score: Raw -2881827.103762 + Penalty 3284.018320 = -2878543.085443
  nChanged 119
		SP:Iteration 13Q (18832.600000 sec): 3 clusters
  Score: Raw -2881925.271789 + Penalty 3284.018320 = -2878641.253469
  nChanged 81
		SP:Iteration 14Q (18832.640000 sec): 3 clusters
  Score: Raw -2881965.970489 + Penalty 3284.018320 = -2878681.952170
  nChanged 43
		SP:Iteration 15Q (18832.680000 sec): 3 clusters
  Score: Raw -2881987.568312 + Penalty 3284.018320 = -2878703.549992
  nChanged 30
		SP:Iteration 16Q (18832.720000 sec): 3 clusters
  Score: Raw -2882007.078408 + Penalty 3284.018320 = -2878723.060089
  nChanged 29
		SP:Iteration 17Q (18832.760000 sec): 3 clusters
  Score: Raw -2882022.954273 + Penalty 3284.018320 = -2878738.935954
  nChanged 18
		SP:Iteration 18Q (18832.800000 sec): 3 clusters
  Score: Raw -2882030.409245 + Penalty 3284.018320 = -2878746.390925
  nChanged 9
		SP:Iteration 19Q (18832.850000 sec): 3 clusters
  Score: Raw -2882034.030903 + Penalty 3284.018320 = -2878750.012584
  nChanged 10
		SP:Iteration 20F (18832.900000 sec): 3 clusters
  Score: Raw -2882037.560943 + Penalty 3284.018320 = -2878753.542623
  nChanged 7
		SP:Iteration 21Q (18832.940000 sec): 3 clusters
  Score: Raw -2882040.167563 + Penalty 3284.018320 = -2878756.149243
  nChanged 6
		SP:Iteration 22Q (18832.980000 sec): 3 clusters
  Score: Raw -2882042.743717 + Penalty 3284.018320 = -2878758.725398
  nChanged 6
		SP:Iteration 23Q (18833.030000 sec): 3 clusters
  Score: Raw -2882045.239323 + Penalty 3284.018320 = -2878761.221003
  nChanged 2
		SP:Iteration 24Q (18833.070000 sec): 3 clusters
  Score: Raw -2882045.861054 + Penalty 3284.018320 = -2878761.842734
  nChanged 0
		SP:Iteration 25F (18833.120000 sec): 3 clusters
  Score: Raw -2882045.861054 + Penalty 3284.018320 = -2878761.842734
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 12 (35274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18833.220000 sec): 2 clusters
  Score: Raw -4134690.576984 + Penalty 1701.521482 = -4132989.055502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18833.300000 sec): 3 clusters
  Score: Raw -4112727.779287 + Penalty 3403.042964 = -4109324.736323
  nChanged 16325
		SP:Iteration 1F (18833.390000 sec): 3 clusters
  Score: Raw -4121842.756320 + Penalty 3403.042964 = -4118439.713356
  nChanged 1491
		SP:Iteration 2Q (18833.480000 sec): 3 clusters
  Score: Raw -4122341.660368 + Penalty 3403.042964 = -4118938.617404
  nChanged 1571
		SP:Iteration 3Q (18833.560000 sec): 3 clusters
  Score: Raw -4122922.091993 + Penalty 3403.042964 = -4119519.049029
  nChanged 1655
		SP:Iteration 4Q (18833.650000 sec): 3 clusters
  Score: Raw -4123630.660081 + Penalty 3403.042964 = -4120227.617117
  nChanged 1862
		SP:Iteration 5F (18833.730000 sec): 3 clusters
  Score: Raw -4124567.732842 + Penalty 3403.042964 = -4121164.689878
  nChanged 2113
		SP:Iteration 6F (18833.820000 sec): 3 clusters
  Score: Raw -4125751.301846 + Penalty 3403.042964 = -4122348.258882
  nChanged 2260
		SP:Iteration 7F (18833.900000 sec): 3 clusters
  Score: Raw -4127169.840614 + Penalty 3403.042964 = -4123766.797650
  nChanged 2231
		SP:Iteration 8F (18833.990000 sec): 3 clusters
  Score: Raw -4128686.874909 + Penalty 3403.042964 = -4125283.831945
  nChanged 2051
		SP:Iteration 9F (18834.080000 sec): 3 clusters
  Score: Raw -4130141.614045 + Penalty 3403.042964 = -4126738.571081
  nChanged 1705
		SP:Iteration 10Q (18834.160000 sec): 3 clusters
  Score: Raw -4131447.138804 + Penalty 3403.042964 = -4128044.095840
  nChanged 1312
		SP:Iteration 11Q (18834.240000 sec): 3 clusters
  Score: Raw -4132538.794419 + Penalty 3403.042964 = -4129135.751455
  nChanged 979
		SP:Iteration 12Q (18834.330000 sec): 3 clusters
  Score: Raw -4133405.662312 + Penalty 3403.042964 = -4130002.619348
  nChanged 626
		SP:Iteration 13Q (18834.400000 sec): 3 clusters
  Score: Raw -4133965.748023 + Penalty 3403.042964 = -4130562.705059
  nChanged 413
		SP:Iteration 14Q (18834.470000 sec): 3 clusters
  Score: Raw -4134332.035836 + Penalty 3403.042964 = -4130928.992872
  nChanged 253
		SP:Iteration 15Q (18834.540000 sec): 3 clusters
  Score: Raw -4134547.865613 + Penalty 3403.042964 = -4131144.822649
  nChanged 177
		SP:Iteration 16Q (18834.600000 sec): 3 clusters
  Score: Raw -4134685.751707 + Penalty 3403.042964 = -4131282.708743
  nChanged 118
		SP:Iteration 17Q (18834.660000 sec): 3 clusters
  Score: Raw -4134786.123748 + Penalty 3403.042964 = -4131383.080784
  nChanged 86
		SP:Iteration 18Q (18834.720000 sec): 3 clusters
  Score: Raw -4134852.471533 + Penalty 3403.042964 = -4131449.428569
  nChanged 47
		SP:Iteration 19Q (18834.780000 sec): 3 clusters
  Score: Raw -4134885.704538 + Penalty 3403.042964 = -4131482.661574
  nChanged 42
		SP:Iteration 20F (18834.870000 sec): 3 clusters
  Score: Raw -4134909.967596 + Penalty 3403.042964 = -4131506.924632
  nChanged 24
		SP:Iteration 21Q (18834.930000 sec): 3 clusters
  Score: Raw -4134921.163983 + Penalty 3403.042964 = -4131518.121019
  nChanged 19
		SP:Iteration 22Q (18834.990000 sec): 3 clusters
  Score: Raw -4134934.651200 + Penalty 3403.042964 = -4131531.608236
  nChanged 21
		SP:Iteration 23Q (18835.050000 sec): 3 clusters
  Score: Raw -4134946.478428 + Penalty 3403.042964 = -4131543.435464
  nChanged 13
		SP:Iteration 24Q (18835.110000 sec): 3 clusters
  Score: Raw -4134953.569903 + Penalty 3403.042964 = -4131550.526939
  nChanged 12
		SP:Iteration 25Q (18835.170000 sec): 3 clusters
  Score: Raw -4134960.067213 + Penalty 3403.042964 = -4131557.024249
  nChanged 12
		SP:Iteration 26Q (18835.230000 sec): 3 clusters
  Score: Raw -4134967.251568 + Penalty 3403.042964 = -4131564.208604
  nChanged 7
		SP:Iteration 27Q (18835.290000 sec): 3 clusters
  Score: Raw -4134969.643571 + Penalty 3403.042964 = -4131566.600607
  nChanged 3
		SP:Iteration 28Q (18835.350000 sec): 3 clusters
  Score: Raw -4134972.859418 + Penalty 3403.042964 = -4131569.816454
  nChanged 8
		SP:Iteration 29Q (18835.410000 sec): 3 clusters
  Score: Raw -4134978.191611 + Penalty 3403.042964 = -4131575.148647
  nChanged 10
		SP:Iteration 30Q (18835.460000 sec): 3 clusters
  Score: Raw -4134982.957334 + Penalty 3403.042964 = -4131579.914370
  nChanged 3
		SP:Iteration 31Q (18835.520000 sec): 3 clusters
  Score: Raw -4134983.609135 + Penalty 3403.042964 = -4131580.566171
  nChanged 0
		SP:Iteration 32F (18835.610000 sec): 3 clusters
  Score: Raw -4134983.609135 + Penalty 3403.042964 = -4131580.566171
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 13 (137983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18835.980000 sec): 2 clusters
  Score: Raw -16103524.509301 + Penalty 1923.168937 = -16101601.340364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18836.320000 sec): 3 clusters
  Score: Raw -16013096.757295 + Penalty 3846.337875 = -16009250.419420
  nChanged 66327
		SP:Iteration 1F (18836.660000 sec): 3 clusters
  Score: Raw -16051489.068039 + Penalty 3846.337875 = -16047642.730165
  nChanged 3946
		SP:Iteration 2Q (18837.020000 sec): 3 clusters
  Score: Raw -16052364.789287 + Penalty 3846.337875 = -16048518.451412
  nChanged 4374
		SP:Iteration 3Q (18837.370000 sec): 3 clusters
  Score: Raw -16053506.455510 + Penalty 3846.337875 = -16049660.117635
  nChanged 5108
		SP:Iteration 4Q (18837.720000 sec): 3 clusters
  Score: Raw -16055208.334621 + Penalty 3846.337875 = -16051361.996746
  nChanged 6504
		SP:Iteration 5Q (18838.070000 sec): 3 clusters
  Score: Raw -16058138.599425 + Penalty 3846.337875 = -16054292.261551
  nChanged 8848
		SP:Iteration 6F (18838.420000 sec): 3 clusters
  Score: Raw -16063582.349854 + Penalty 3846.337875 = -16059736.011979
  nChanged 11536
		SP:Iteration 7F (18838.760000 sec): 3 clusters
  Score: Raw -16072802.456409 + Penalty 3846.337875 = -16068956.118535
  nChanged 12721
		SP:Iteration 8F (18839.100000 sec): 3 clusters
  Score: Raw -16084868.341992 + Penalty 3846.337875 = -16081022.004118
  nChanged 10392
		SP:Iteration 9F (18839.450000 sec): 3 clusters
  Score: Raw -16095310.255192 + Penalty 3846.337875 = -16091463.917318
  nChanged 5652
		SP:Iteration 10Q (18839.770000 sec): 3 clusters
  Score: Raw -16100788.043047 + Penalty 3846.337875 = -16096941.705172
  nChanged 2176
		SP:Iteration 11Q (18840.070000 sec): 3 clusters
  Score: Raw -16102801.706284 + Penalty 3846.337875 = -16098955.368409
  nChanged 662
		SP:Iteration 12Q (18840.350000 sec): 3 clusters
  Score: Raw -16103423.555438 + Penalty 3846.337875 = -16099577.217563
  nChanged 187
		SP:Iteration 13Q (18840.590000 sec): 3 clusters
  Score: Raw -16103628.573291 + Penalty 3846.337875 = -16099782.235416
  nChanged 75
		SP:Iteration 14Q (18840.840000 sec): 3 clusters
  Score: Raw -16103715.160650 + Penalty 3846.337875 = -16099868.822775
  nChanged 47
		SP:Iteration 15Q (18841.080000 sec): 3 clusters
  Score: Raw -16103766.621894 + Penalty 3846.337875 = -16099920.284019
  nChanged 23
		SP:Iteration 16Q (18841.320000 sec): 3 clusters
  Score: Raw -16103794.522305 + Penalty 3846.337875 = -16099948.184431
  nChanged 16
		SP:Iteration 17Q (18841.560000 sec): 3 clusters
  Score: Raw -16103811.086424 + Penalty 3846.337875 = -16099964.748549
  nChanged 11
		SP:Iteration 18Q (18841.800000 sec): 3 clusters
  Score: Raw -16103826.049766 + Penalty 3846.337875 = -16099979.711892
  nChanged 7
		SP:Iteration 19Q (18842.030000 sec): 3 clusters
  Score: Raw -16103835.621127 + Penalty 3846.337875 = -16099989.283252
  nChanged 6
		SP:Iteration 20F (18842.370000 sec): 3 clusters
  Score: Raw -16103843.694323 + Penalty 3846.337875 = -16099997.356449
  nChanged 8
		SP:Iteration 21Q (18842.610000 sec): 3 clusters
  Score: Raw -16103851.080482 + Penalty 3846.337875 = -16100004.742608
  nChanged 5
		SP:Iteration 22Q (18842.850000 sec): 3 clusters
  Score: Raw -16103858.100873 + Penalty 3846.337875 = -16100011.762999
  nChanged 5
		SP:Iteration 23Q (18843.090000 sec): 3 clusters
  Score: Raw -16103862.091037 + Penalty 3846.337875 = -16100015.753163
  nChanged 2
		SP:Iteration 24Q (18843.320000 sec): 3 clusters
  Score: Raw -16103862.961824 + Penalty 3846.337875 = -16100016.623949
  nChanged 0
		SP:Iteration 25F (18843.660000 sec): 3 clusters
  Score: Raw -16103862.961824 + Penalty 3846.337875 = -16100016.623949
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 14 (1836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18843.730000 sec): 2 clusters
  Score: Raw -171690.354735 + Penalty 1221.243493 = -170469.111242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18843.730000 sec): 3 clusters
  Score: Raw -170988.207983 + Penalty 2442.486986 = -168545.720998
  nChanged 631
		SP:Iteration 1F (18843.740000 sec): 3 clusters
  Score: Raw -171460.746288 + Penalty 2442.486986 = -169018.259303
  nChanged 153
		SP:Iteration 2F (18843.740000 sec): 3 clusters
  Score: Raw -171605.308423 + Penalty 2442.486986 = -169162.821438
  nChanged 100
		SP:Iteration 3F (18843.750000 sec): 3 clusters
  Score: Raw -171689.113182 + Penalty 2442.486986 = -169246.626196
  nChanged 72
		SP:Iteration 4Q (18843.750000 sec): 3 clusters
  Score: Raw -171756.748881 + Penalty 2442.486986 = -169314.261896
  nChanged 58
		SP:Iteration 5Q (18843.750000 sec): 3 clusters
  Score: Raw -171809.266696 + Penalty 2442.486986 = -169366.779711
  nChanged 51
		SP:Iteration 6Q (18843.760000 sec): 3 clusters
  Score: Raw -171858.515185 + Penalty 2442.486986 = -169416.028199
  nChanged 48
		SP:Iteration 7Q (18843.760000 sec): 3 clusters
  Score: Raw -171894.945572 + Penalty 2442.486986 = -169452.458586
  nChanged 47
		SP:Iteration 8Q (18843.770000 sec): 3 clusters
  Score: Raw -171933.491121 + Penalty 2442.486986 = -169491.004136
  nChanged 43
		SP:Iteration 9Q (18843.770000 sec): 3 clusters
  Score: Raw -171968.722744 + Penalty 2442.486986 = -169526.235759
  nChanged 48
		SP:Iteration 10Q (18843.770000 sec): 3 clusters
  Score: Raw -172011.674888 + Penalty 2442.486986 = -169569.187902
  nChanged 39
		SP:Iteration 11Q (18843.780000 sec): 3 clusters
  Score: Raw -172042.921479 + Penalty 2442.486986 = -169600.434494
  nChanged 28
		SP:Iteration 12Q (18843.780000 sec): 3 clusters
  Score: Raw -172060.036147 + Penalty 2442.486986 = -169617.549162
  nChanged 23
		SP:Iteration 13Q (18843.790000 sec): 3 clusters
  Score: Raw -172083.139424 + Penalty 2442.486986 = -169640.652438
  nChanged 23
		SP:Iteration 14Q (18843.790000 sec): 3 clusters
  Score: Raw -172106.837339 + Penalty 2442.486986 = -169664.350353
  nChanged 22
		SP:Iteration 15Q (18843.790000 sec): 3 clusters
  Score: Raw -172122.588053 + Penalty 2442.486986 = -169680.101068
  nChanged 19
		SP:Iteration 16Q (18843.800000 sec): 3 clusters
  Score: Raw -172134.304628 + Penalty 2442.486986 = -169691.817643
  nChanged 13
		SP:Iteration 17Q (18843.800000 sec): 3 clusters
  Score: Raw -172141.810709 + Penalty 2442.486986 = -169699.323724
  nChanged 10
		SP:Iteration 18Q (18843.810000 sec): 3 clusters
  Score: Raw -172148.993966 + Penalty 2442.486986 = -169706.506980
  nChanged 10
		SP:Iteration 19Q (18843.810000 sec): 3 clusters
  Score: Raw -172156.546415 + Penalty 2442.486986 = -169714.059430
  nChanged 12
		SP:Iteration 20F (18843.820000 sec): 3 clusters
  Score: Raw -172165.348780 + Penalty 2442.486986 = -169722.861794
  nChanged 9
		SP:Iteration 21Q (18843.820000 sec): 3 clusters
  Score: Raw -172173.052488 + Penalty 2442.486986 = -169730.565502
  nChanged 6
		SP:Iteration 22Q (18843.830000 sec): 3 clusters
  Score: Raw -172176.653704 + Penalty 2442.486986 = -169734.166719
  nChanged 4
		SP:Iteration 23Q (18843.830000 sec): 3 clusters
  Score: Raw -172178.446619 + Penalty 2442.486986 = -169735.959633
  nChanged 6
		SP:Iteration 24Q (18843.830000 sec): 3 clusters
  Score: Raw -172181.511569 + Penalty 2442.486986 = -169739.024583
  nChanged 1
		SP:Iteration 25Q (18843.840000 sec): 3 clusters
  Score: Raw -172183.244496 + Penalty 2442.486986 = -169740.757511
  nChanged 3
		SP:Iteration 26Q (18843.840000 sec): 3 clusters
  Score: Raw -172184.159984 + Penalty 2442.486986 = -169741.672999
  nChanged 1
		SP:Iteration 27Q (18843.850000 sec): 3 clusters
  Score: Raw -172184.567527 + Penalty 2442.486986 = -169742.080542
  nChanged 2
		SP:Iteration 28Q (18843.850000 sec): 3 clusters
  Score: Raw -172185.613759 + Penalty 2442.486986 = -169743.126774
  nChanged 2
		SP:Iteration 29Q (18843.850000 sec): 3 clusters
  Score: Raw -172186.116503 + Penalty 2442.486986 = -169743.629518
  nChanged 0
		SP:Iteration 30F (18843.860000 sec): 3 clusters
  Score: Raw -172186.116503 + Penalty 2442.486986 = -169743.629518
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 15 (1677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18843.870000 sec): 2 clusters
  Score: Raw -180190.680765 + Penalty 1206.523786 = -178984.156978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18843.870000 sec): 3 clusters
  Score: Raw -179566.234339 + Penalty 2413.047573 = -177153.186767
  nChanged 579
		SP:Iteration 1F (18843.870000 sec): 3 clusters
  Score: Raw -179995.985914 + Penalty 2413.047573 = -177582.938341
  nChanged 131
		SP:Iteration 2F (18843.880000 sec): 3 clusters
  Score: Raw -180148.529882 + Penalty 2413.047573 = -177735.482310
  nChanged 105
		SP:Iteration 3F (18843.880000 sec): 3 clusters
  Score: Raw -180306.815528 + Penalty 2413.047573 = -177893.767956
  nChanged 105
		SP:Iteration 4F (18843.890000 sec): 3 clusters
  Score: Raw -180440.913935 + Penalty 2413.047573 = -178027.866362
  nChanged 78
		SP:Iteration 5Q (18843.890000 sec): 3 clusters
  Score: Raw -180557.074337 + Penalty 2413.047573 = -178144.026765
  nChanged 82
		SP:Iteration 6Q (18843.890000 sec): 3 clusters
  Score: Raw -180659.016167 + Penalty 2413.047573 = -178245.968594
  nChanged 61
		SP:Iteration 7Q (18843.890000 sec): 3 clusters
  Score: Raw -180724.767834 + Penalty 2413.047573 = -178311.720261
  nChanged 37
		SP:Iteration 8Q (18843.900000 sec): 3 clusters
  Score: Raw -180758.157511 + Penalty 2413.047573 = -178345.109938
  nChanged 29
		SP:Iteration 9Q (18843.900000 sec): 3 clusters
  Score: Raw -180785.516289 + Penalty 2413.047573 = -178372.468716
  nChanged 26
		SP:Iteration 10Q (18843.910000 sec): 3 clusters
  Score: Raw -180810.749877 + Penalty 2413.047573 = -178397.702305
  nChanged 26
		SP:Iteration 11Q (18843.910000 sec): 3 clusters
  Score: Raw -180830.909232 + Penalty 2413.047573 = -178417.861660
  nChanged 16
		SP:Iteration 12Q (18843.910000 sec): 3 clusters
  Score: Raw -180840.146126 + Penalty 2413.047573 = -178427.098554
  nChanged 5
		SP:Iteration 13Q (18843.920000 sec): 3 clusters
  Score: Raw -180842.542444 + Penalty 2413.047573 = -178429.494872
  nChanged 5
		SP:Iteration 14Q (18843.920000 sec): 3 clusters
  Score: Raw -180844.495147 + Penalty 2413.047573 = -178431.447574
  nChanged 7
		SP:Iteration 15Q (18843.920000 sec): 3 clusters
  Score: Raw -180846.967246 + Penalty 2413.047573 = -178433.919673
  nChanged 4
		SP:Iteration 16Q (18843.930000 sec): 3 clusters
  Score: Raw -180849.692714 + Penalty 2413.047573 = -178436.645142
  nChanged 3
		SP:Iteration 17Q (18843.930000 sec): 3 clusters
  Score: Raw -180851.449680 + Penalty 2413.047573 = -178438.402107
  nChanged 1
		SP:Iteration 18Q (18843.930000 sec): 3 clusters
  Score: Raw -180851.736468 + Penalty 2413.047573 = -178438.688896
  nChanged 0
		SP:Iteration 19F (18843.940000 sec): 3 clusters
  Score: Raw -180851.736468 + Penalty 2413.047573 = -178438.688896
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 16 (6421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18843.960000 sec): 2 clusters
  Score: Raw -717116.330685 + Penalty 1424.690987 = -715691.639699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18843.970000 sec): 3 clusters
  Score: Raw -713707.584266 + Penalty 2849.381973 = -710858.202293
  nChanged 2701
		SP:Iteration 1F (18843.990000 sec): 3 clusters
  Score: Raw -715189.937313 + Penalty 2849.381973 = -712340.555340
  nChanged 456
		SP:Iteration 2F (18844.000000 sec): 3 clusters
  Score: Raw -715424.030029 + Penalty 2849.381973 = -712574.648056
  nChanged 345
		SP:Iteration 3F (18844.020000 sec): 3 clusters
  Score: Raw -715574.715504 + Penalty 2849.381973 = -712725.333531
  nChanged 275
		SP:Iteration 4Q (18844.030000 sec): 3 clusters
  Score: Raw -715716.750163 + Penalty 2849.381973 = -712867.368190
  nChanged 254
		SP:Iteration 5Q (18844.050000 sec): 3 clusters
  Score: Raw -715849.382920 + Penalty 2849.381973 = -713000.000947
  nChanged 249
		SP:Iteration 6Q (18844.060000 sec): 3 clusters
  Score: Raw -715965.758749 + Penalty 2849.381973 = -713116.376776
  nChanged 206
		SP:Iteration 7Q (18844.080000 sec): 3 clusters
  Score: Raw -716060.195114 + Penalty 2849.381973 = -713210.813141
  nChanged 189
		SP:Iteration 8Q (18844.090000 sec): 3 clusters
  Score: Raw -716152.501407 + Penalty 2849.381973 = -713303.119434
  nChanged 189
		SP:Iteration 9Q (18844.110000 sec): 3 clusters
  Score: Raw -716244.766076 + Penalty 2849.381973 = -713395.384103
  nChanged 186
		SP:Iteration 10Q (18844.120000 sec): 3 clusters
  Score: Raw -716325.461048 + Penalty 2849.381973 = -713476.079075
  nChanged 167
		SP:Iteration 11Q (18844.140000 sec): 3 clusters
  Score: Raw -716401.020813 + Penalty 2849.381973 = -713551.638840
  nChanged 143
		SP:Iteration 12Q (18844.150000 sec): 3 clusters
  Score: Raw -716458.041749 + Penalty 2849.381973 = -713608.659775
  nChanged 128
		SP:Iteration 13Q (18844.170000 sec): 3 clusters
  Score: Raw -716511.951969 + Penalty 2849.381973 = -713662.569996
  nChanged 131
		SP:Iteration 14Q (18844.180000 sec): 3 clusters
  Score: Raw -716573.476672 + Penalty 2849.381973 = -713724.094698
  nChanged 125
		SP:Iteration 15Q (18844.190000 sec): 3 clusters
  Score: Raw -716624.206568 + Penalty 2849.381973 = -713774.824595
  nChanged 116
		SP:Iteration 16Q (18844.210000 sec): 3 clusters
  Score: Raw -716671.811449 + Penalty 2849.381973 = -713822.429476
  nChanged 115
		SP:Iteration 17Q (18844.220000 sec): 3 clusters
  Score: Raw -716725.562524 + Penalty 2849.381973 = -713876.180551
  nChanged 119
		SP:Iteration 18Q (18844.240000 sec): 3 clusters
  Score: Raw -716783.009181 + Penalty 2849.381973 = -713933.627208
  nChanged 123
		SP:Iteration 19Q (18844.250000 sec): 3 clusters
  Score: Raw -716849.351447 + Penalty 2849.381973 = -713999.969474
  nChanged 146
		SP:Iteration 20F (18844.270000 sec): 3 clusters
  Score: Raw -716923.394226 + Penalty 2849.381973 = -714074.012253
  nChanged 121
		SP:Iteration 21Q (18844.280000 sec): 3 clusters
  Score: Raw -716984.669036 + Penalty 2849.381973 = -714135.287063
  nChanged 123
		SP:Iteration 22Q (18844.290000 sec): 3 clusters
  Score: Raw -717055.148712 + Penalty 2849.381973 = -714205.766739
  nChanged 114
		SP:Iteration 23Q (18844.310000 sec): 3 clusters
  Score: Raw -717126.915742 + Penalty 2849.381973 = -714277.533769
  nChanged 104
		SP:Iteration 24Q (18844.320000 sec): 3 clusters
  Score: Raw -717193.545313 + Penalty 2849.381973 = -714344.163340
  nChanged 78
		SP:Iteration 25Q (18844.340000 sec): 3 clusters
  Score: Raw -717240.960975 + Penalty 2849.381973 = -714391.579002
  nChanged 62
		SP:Iteration 26Q (18844.350000 sec): 3 clusters
  Score: Raw -717278.502744 + Penalty 2849.381973 = -714429.120771
  nChanged 42
		SP:Iteration 27Q (18844.360000 sec): 3 clusters
  Score: Raw -717302.323749 + Penalty 2849.381973 = -714452.941776
  nChanged 33
		SP:Iteration 28Q (18844.380000 sec): 3 clusters
  Score: Raw -717325.431598 + Penalty 2849.381973 = -714476.049625
  nChanged 29
		SP:Iteration 29Q (18844.390000 sec): 3 clusters
  Score: Raw -717343.242145 + Penalty 2849.381973 = -714493.860172
  nChanged 20
		SP:Iteration 30Q (18844.400000 sec): 3 clusters
  Score: Raw -717357.019981 + Penalty 2849.381973 = -714507.638008
  nChanged 23
		SP:Iteration 31Q (18844.410000 sec): 3 clusters
  Score: Raw -717375.672399 + Penalty 2849.381973 = -714526.290426
  nChanged 16
		SP:Iteration 32Q (18844.430000 sec): 3 clusters
  Score: Raw -717385.321925 + Penalty 2849.381973 = -714535.939952
  nChanged 10
		SP:Iteration 33Q (18844.440000 sec): 3 clusters
  Score: Raw -717390.153518 + Penalty 2849.381973 = -714540.771545
  nChanged 4
		SP:Iteration 34Q (18844.450000 sec): 3 clusters
  Score: Raw -717392.478859 + Penalty 2849.381973 = -714543.096886
  nChanged 5
		SP:Iteration 35Q (18844.470000 sec): 3 clusters
  Score: Raw -717394.580974 + Penalty 2849.381973 = -714545.199001
  nChanged 2
		SP:Iteration 36Q (18844.480000 sec): 3 clusters
  Score: Raw -717395.577079 + Penalty 2849.381973 = -714546.195106
  nChanged 2
		SP:Iteration 37Q (18844.490000 sec): 3 clusters
  Score: Raw -717397.708621 + Penalty 2849.381973 = -714548.326648
  nChanged 1
		SP:Iteration 38Q (18844.500000 sec): 3 clusters
  Score: Raw -717398.155285 + Penalty 2849.381973 = -714548.773312
  nChanged 0
		SP:Iteration 39F (18844.520000 sec): 3 clusters
  Score: Raw -717398.155285 + Penalty 2849.381973 = -714548.773312
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 17 (7773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18844.540000 sec): 2 clusters
  Score: Raw -852510.728150 + Penalty 1455.741864 = -851054.986286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18844.560000 sec): 3 clusters
  Score: Raw -848182.697085 + Penalty 2911.483727 = -845271.213357
  nChanged 3375
		SP:Iteration 1F (18844.580000 sec): 3 clusters
  Score: Raw -850134.318006 + Penalty 2911.483727 = -847222.834278
  nChanged 585
		SP:Iteration 2F (18844.590000 sec): 3 clusters
  Score: Raw -850528.909507 + Penalty 2911.483727 = -847617.425779
  nChanged 513
		SP:Iteration 3F (18844.610000 sec): 3 clusters
  Score: Raw -850879.452879 + Penalty 2911.483727 = -847967.969152
  nChanged 470
		SP:Iteration 4F (18844.630000 sec): 3 clusters
  Score: Raw -851200.064965 + Penalty 2911.483727 = -848288.581237
  nChanged 422
		SP:Iteration 5F (18844.650000 sec): 3 clusters
  Score: Raw -851514.141333 + Penalty 2911.483727 = -848602.657606
  nChanged 411
		SP:Iteration 6F (18844.670000 sec): 3 clusters
  Score: Raw -851817.872877 + Penalty 2911.483727 = -848906.389150
  nChanged 354
		SP:Iteration 7Q (18844.690000 sec): 3 clusters
  Score: Raw -852080.118947 + Penalty 2911.483727 = -849168.635219
  nChanged 292
		SP:Iteration 8Q (18844.710000 sec): 3 clusters
  Score: Raw -852293.553327 + Penalty 2911.483727 = -849382.069599
  nChanged 238
		SP:Iteration 9Q (18844.720000 sec): 3 clusters
  Score: Raw -852468.087097 + Penalty 2911.483727 = -849556.603370
  nChanged 167
		SP:Iteration 10Q (18844.740000 sec): 3 clusters
  Score: Raw -852599.743256 + Penalty 2911.483727 = -849688.259529
  nChanged 138
		SP:Iteration 11Q (18844.750000 sec): 3 clusters
  Score: Raw -852699.252260 + Penalty 2911.483727 = -849787.768532
  nChanged 112
		SP:Iteration 12Q (18844.770000 sec): 3 clusters
  Score: Raw -852786.291544 + Penalty 2911.483727 = -849874.807816
  nChanged 81
		SP:Iteration 13Q (18844.790000 sec): 3 clusters
  Score: Raw -852840.854792 + Penalty 2911.483727 = -849929.371064
  nChanged 52
		SP:Iteration 14Q (18844.800000 sec): 3 clusters
  Score: Raw -852878.745607 + Penalty 2911.483727 = -849967.261879
  nChanged 37
		SP:Iteration 15Q (18844.820000 sec): 3 clusters
  Score: Raw -852900.983532 + Penalty 2911.483727 = -849989.499805
  nChanged 28
		SP:Iteration 16Q (18844.830000 sec): 3 clusters
  Score: Raw -852917.179842 + Penalty 2911.483727 = -850005.696115
  nChanged 29
		SP:Iteration 17Q (18844.850000 sec): 3 clusters
  Score: Raw -852933.485384 + Penalty 2911.483727 = -850022.001657
  nChanged 17
		SP:Iteration 18Q (18844.870000 sec): 3 clusters
  Score: Raw -852945.669069 + Penalty 2911.483727 = -850034.185342
  nChanged 14
		SP:Iteration 19Q (18844.880000 sec): 3 clusters
  Score: Raw -852954.989354 + Penalty 2911.483727 = -850043.505626
  nChanged 12
		SP:Iteration 20F (18844.900000 sec): 3 clusters
  Score: Raw -852963.345597 + Penalty 2911.483727 = -850051.861870
  nChanged 11
		SP:Iteration 21Q (18844.910000 sec): 3 clusters
  Score: Raw -852971.088654 + Penalty 2911.483727 = -850059.604927
  nChanged 10
		SP:Iteration 22Q (18844.930000 sec): 3 clusters
  Score: Raw -852976.362386 + Penalty 2911.483727 = -850064.878659
  nChanged 9
		SP:Iteration 23Q (18844.940000 sec): 3 clusters
  Score: Raw -852981.427263 + Penalty 2911.483727 = -850069.943535
  nChanged 6
		SP:Iteration 24Q (18844.960000 sec): 3 clusters
  Score: Raw -852987.613771 + Penalty 2911.483727 = -850076.130044
  nChanged 8
		SP:Iteration 25Q (18844.970000 sec): 3 clusters
  Score: Raw -852991.603023 + Penalty 2911.483727 = -850080.119296
  nChanged 8
		SP:Iteration 26Q (18844.990000 sec): 3 clusters
  Score: Raw -852996.945256 + Penalty 2911.483727 = -850085.461529
  nChanged 8
		SP:Iteration 27Q (18845.000000 sec): 3 clusters
  Score: Raw -853001.933430 + Penalty 2911.483727 = -850090.449702
  nChanged 8
		SP:Iteration 28Q (18845.010000 sec): 3 clusters
  Score: Raw -853005.470293 + Penalty 2911.483727 = -850093.986566
  nChanged 4
		SP:Iteration 29Q (18845.030000 sec): 3 clusters
  Score: Raw -853007.121694 + Penalty 2911.483727 = -850095.637967
  nChanged 3
		SP:Iteration 30Q (18845.050000 sec): 3 clusters
  Score: Raw -853008.769477 + Penalty 2911.483727 = -850097.285749
  nChanged 1
		SP:Iteration 31Q (18845.060000 sec): 3 clusters
  Score: Raw -853009.375140 + Penalty 2911.483727 = -850097.891413
  nChanged 1
		SP:Iteration 32Q (18845.070000 sec): 3 clusters
  Score: Raw -853009.747534 + Penalty 2911.483727 = -850098.263806
  nChanged 0
		SP:Iteration 33F (18845.090000 sec): 3 clusters
  Score: Raw -853009.747534 + Penalty 2911.483727 = -850098.263806
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 18 (980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18845.100000 sec): 2 clusters
  Score: Raw -105065.028669 + Penalty 1119.227293 = -103945.801376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18845.100000 sec): 3 clusters
  Score: Raw -104767.111176 + Penalty 2238.454586 = -102528.656590
  nChanged 292
		SP:Iteration 1F (18845.110000 sec): 3 clusters
  Score: Raw -105000.391882 + Penalty 2238.454586 = -102761.937296
  nChanged 67
		SP:Iteration 2F (18845.110000 sec): 3 clusters
  Score: Raw -105065.374433 + Penalty 2238.454586 = -102826.919847
  nChanged 27
		SP:Iteration 3Q (18845.110000 sec): 3 clusters
  Score: Raw -105086.790619 + Penalty 2238.454586 = -102848.336034
  nChanged 18
		SP:Iteration 4Q (18845.110000 sec): 3 clusters
  Score: Raw -105110.201078 + Penalty 2238.454586 = -102871.746492
  nChanged 18
		SP:Iteration 5Q (18845.110000 sec): 3 clusters
  Score: Raw -105134.728367 + Penalty 2238.454586 = -102896.273782
  nChanged 16
		SP:Iteration 6Q (18845.120000 sec): 3 clusters
  Score: Raw -105156.313001 + Penalty 2238.454586 = -102917.858415
  nChanged 21
		SP:Iteration 7Q (18845.120000 sec): 3 clusters
  Score: Raw -105183.185114 + Penalty 2238.454586 = -102944.730528
  nChanged 23
		SP:Iteration 8Q (18845.120000 sec): 3 clusters
  Score: Raw -105204.592048 + Penalty 2238.454586 = -102966.137462
  nChanged 16
		SP:Iteration 9Q (18845.120000 sec): 3 clusters
  Score: Raw -105232.776345 + Penalty 2238.454586 = -102994.321759
  nChanged 25
		SP:Iteration 10Q (18845.130000 sec): 3 clusters
  Score: Raw -105267.048282 + Penalty 2238.454586 = -103028.593697
  nChanged 24
		SP:Iteration 11Q (18845.130000 sec): 3 clusters
  Score: Raw -105295.765744 + Penalty 2238.454586 = -103057.311158
  nChanged 21
		SP:Iteration 12Q (18845.130000 sec): 3 clusters
  Score: Raw -105328.894978 + Penalty 2238.454586 = -103090.440392
  nChanged 29
		SP:Iteration 13Q (18845.130000 sec): 3 clusters
  Score: Raw -105373.289180 + Penalty 2238.454586 = -103134.834594
  nChanged 25
		SP:Iteration 14Q (18845.130000 sec): 3 clusters
  Score: Raw -105421.897993 + Penalty 2238.454586 = -103183.443407
  nChanged 31
		SP:Iteration 15Q (18845.130000 sec): 3 clusters
  Score: Raw -105460.750606 + Penalty 2238.454586 = -103222.296020
  nChanged 29
		SP:Iteration 16Q (18845.140000 sec): 3 clusters
  Score: Raw -105505.191950 + Penalty 2238.454586 = -103266.737364
  nChanged 31
		SP:Iteration 17Q (18845.140000 sec): 3 clusters
  Score: Raw -105569.764637 + Penalty 2238.454586 = -103331.310051
  nChanged 31
		SP:Iteration 18Q (18845.140000 sec): 3 clusters
  Score: Raw -105607.995207 + Penalty 2238.454586 = -103369.540621
  nChanged 19
		SP:Iteration 19Q (18845.150000 sec): 3 clusters
  Score: Raw -105633.000951 + Penalty 2238.454586 = -103394.546365
  nChanged 17
		SP:Iteration 20F (18845.150000 sec): 3 clusters
  Score: Raw -105652.162445 + Penalty 2238.454586 = -103413.707859
  nChanged 12
		SP:Iteration 21Q (18845.150000 sec): 3 clusters
  Score: Raw -105670.686347 + Penalty 2238.454586 = -103432.231761
  nChanged 11
		SP:Iteration 22Q (18845.150000 sec): 3 clusters
  Score: Raw -105684.060241 + Penalty 2238.454586 = -103445.605655
  nChanged 6
		SP:Iteration 23Q (18845.150000 sec): 3 clusters
  Score: Raw -105692.719372 + Penalty 2238.454586 = -103454.264786
  nChanged 5
		SP:Iteration 24Q (18845.150000 sec): 3 clusters
  Score: Raw -105699.218377 + Penalty 2238.454586 = -103460.763791
  nChanged 4
		SP:Iteration 25Q (18845.160000 sec): 3 clusters
  Score: Raw -105703.475724 + Penalty 2238.454586 = -103465.021139
  nChanged 4
		SP:Iteration 26Q (18845.160000 sec): 3 clusters
  Score: Raw -105707.126445 + Penalty 2238.454586 = -103468.671859
  nChanged 7
		SP:Iteration 27Q (18845.160000 sec): 3 clusters
  Score: Raw -105714.750777 + Penalty 2238.454586 = -103476.296191
  nChanged 5
		SP:Iteration 28Q (18845.160000 sec): 3 clusters
  Score: Raw -105724.711112 + Penalty 2238.454586 = -103486.256526
  nChanged 7
		SP:Iteration 29Q (18845.170000 sec): 3 clusters
  Score: Raw -105743.448190 + Penalty 2238.454586 = -103504.993604
  nChanged 10
		SP:Iteration 30Q (18845.170000 sec): 3 clusters
  Score: Raw -105759.118992 + Penalty 2238.454586 = -103520.664406
  nChanged 5
		SP:Iteration 31Q (18845.170000 sec): 3 clusters
  Score: Raw -105765.460672 + Penalty 2238.454586 = -103527.006086
  nChanged 9
		SP:Iteration 32Q (18845.170000 sec): 3 clusters
  Score: Raw -105773.360597 + Penalty 2238.454586 = -103534.906011
  nChanged 4
		SP:Iteration 33Q (18845.170000 sec): 3 clusters
  Score: Raw -105775.421861 + Penalty 2238.454586 = -103536.967275
  nChanged 4
		SP:Iteration 34Q (18845.170000 sec): 3 clusters
  Score: Raw -105780.502673 + Penalty 2238.454586 = -103542.048087
  nChanged 2
		SP:Iteration 35Q (18845.180000 sec): 3 clusters
  Score: Raw -105782.777220 + Penalty 2238.454586 = -103544.322634
  nChanged 2
		SP:Iteration 36Q (18845.180000 sec): 3 clusters
  Score: Raw -105785.085228 + Penalty 2238.454586 = -103546.630642
  nChanged 1
		SP:Iteration 37Q (18845.180000 sec): 3 clusters
  Score: Raw -105785.995429 + Penalty 2238.454586 = -103547.540843
  nChanged 0
		SP:Iteration 38F (18845.190000 sec): 3 clusters
  Score: Raw -105785.995429 + Penalty 2238.454586 = -103547.540843
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 19 (31617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18845.270000 sec): 2 clusters
  Score: Raw -3716438.739842 + Penalty 1683.735662 = -3714755.004180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18845.350000 sec): 3 clusters
  Score: Raw -3696958.170600 + Penalty 3367.471325 = -3693590.699276
  nChanged 14457
		SP:Iteration 1F (18845.430000 sec): 3 clusters
  Score: Raw -3705085.442182 + Penalty 3367.471325 = -3701717.970858
  nChanged 1540
		SP:Iteration 2Q (18845.510000 sec): 3 clusters
  Score: Raw -3705641.258498 + Penalty 3367.471325 = -3702273.787173
  nChanged 1562
		SP:Iteration 3Q (18845.590000 sec): 3 clusters
  Score: Raw -3706273.974153 + Penalty 3367.471325 = -3702906.502829
  nChanged 1628
		SP:Iteration 4F (18845.660000 sec): 3 clusters
  Score: Raw -3707008.551609 + Penalty 3367.471325 = -3703641.080284
  nChanged 1702
		SP:Iteration 5F (18845.740000 sec): 3 clusters
  Score: Raw -3707852.853806 + Penalty 3367.471325 = -3704485.382482
  nChanged 1718
		SP:Iteration 6F (18845.820000 sec): 3 clusters
  Score: Raw -3708752.052364 + Penalty 3367.471325 = -3705384.581040
  nChanged 1710
		SP:Iteration 7F (18845.890000 sec): 3 clusters
  Score: Raw -3709776.028423 + Penalty 3367.471325 = -3706408.557098
  nChanged 1689
		SP:Iteration 8F (18845.970000 sec): 3 clusters
  Score: Raw -3710870.268474 + Penalty 3367.471325 = -3707502.797149
  nChanged 1500
		SP:Iteration 9Q (18846.050000 sec): 3 clusters
  Score: Raw -3711845.999269 + Penalty 3367.471325 = -3708478.527945
  nChanged 1302
		SP:Iteration 10Q (18846.130000 sec): 3 clusters
  Score: Raw -3712687.405272 + Penalty 3367.471325 = -3709319.933948
  nChanged 1035
		SP:Iteration 11Q (18846.200000 sec): 3 clusters
  Score: Raw -3713294.615131 + Penalty 3367.471325 = -3709927.143806
  nChanged 847
		SP:Iteration 12Q (18846.270000 sec): 3 clusters
  Score: Raw -3713764.669312 + Penalty 3367.471325 = -3710397.197987
  nChanged 711
		SP:Iteration 13Q (18846.350000 sec): 3 clusters
  Score: Raw -3714139.081389 + Penalty 3367.471325 = -3710771.610064
  nChanged 597
		SP:Iteration 14Q (18846.410000 sec): 3 clusters
  Score: Raw -3714438.144651 + Penalty 3367.471325 = -3711070.673327
  nChanged 546
		SP:Iteration 15Q (18846.480000 sec): 3 clusters
  Score: Raw -3714717.907672 + Penalty 3367.471325 = -3711350.436348
  nChanged 482
		SP:Iteration 16Q (18846.550000 sec): 3 clusters
  Score: Raw -3714957.537607 + Penalty 3367.471325 = -3711590.066282
  nChanged 462
		SP:Iteration 17Q (18846.610000 sec): 3 clusters
  Score: Raw -3715193.010291 + Penalty 3367.471325 = -3711825.538966
  nChanged 422
		SP:Iteration 18Q (18846.680000 sec): 3 clusters
  Score: Raw -3715419.693101 + Penalty 3367.471325 = -3712052.221776
  nChanged 366
		SP:Iteration 19Q (18846.740000 sec): 3 clusters
  Score: Raw -3715615.675043 + Penalty 3367.471325 = -3712248.203718
  nChanged 332
		SP:Iteration 20F (18846.820000 sec): 3 clusters
  Score: Raw -3715786.986014 + Penalty 3367.471325 = -3712419.514690
  nChanged 273
		SP:Iteration 21Q (18846.880000 sec): 3 clusters
  Score: Raw -3715911.372791 + Penalty 3367.471325 = -3712543.901466
  nChanged 238
		SP:Iteration 22Q (18846.940000 sec): 3 clusters
  Score: Raw -3716013.108608 + Penalty 3367.471325 = -3712645.637284
  nChanged 212
		SP:Iteration 23Q (18847.000000 sec): 3 clusters
  Score: Raw -3716097.296649 + Penalty 3367.471325 = -3712729.825325
  nChanged 178
		SP:Iteration 24Q (18847.060000 sec): 3 clusters
  Score: Raw -3716163.800465 + Penalty 3367.471325 = -3712796.329140
  nChanged 168
		SP:Iteration 25Q (18847.120000 sec): 3 clusters
  Score: Raw -3716230.096611 + Penalty 3367.471325 = -3712862.625286
  nChanged 158
		SP:Iteration 26Q (18847.170000 sec): 3 clusters
  Score: Raw -3716296.126286 + Penalty 3367.471325 = -3712928.654961
  nChanged 151
		SP:Iteration 27Q (18847.230000 sec): 3 clusters
  Score: Raw -3716359.316564 + Penalty 3367.471325 = -3712991.845240
  nChanged 138
		SP:Iteration 28Q (18847.290000 sec): 3 clusters
  Score: Raw -3716421.509228 + Penalty 3367.471325 = -3713054.037904
  nChanged 132
		SP:Iteration 29Q (18847.350000 sec): 3 clusters
  Score: Raw -3716487.650224 + Penalty 3367.471325 = -3713120.178900
  nChanged 106
		SP:Iteration 30Q (18847.400000 sec): 3 clusters
  Score: Raw -3716538.455388 + Penalty 3367.471325 = -3713170.984063
  nChanged 100
		SP:Iteration 31Q (18847.460000 sec): 3 clusters
  Score: Raw -3716580.870300 + Penalty 3367.471325 = -3713213.398975
  nChanged 78
		SP:Iteration 32Q (18847.510000 sec): 3 clusters
  Score: Raw -3716613.022555 + Penalty 3367.471325 = -3713245.551230
  nChanged 57
		SP:Iteration 33Q (18847.570000 sec): 3 clusters
  Score: Raw -3716634.222830 + Penalty 3367.471325 = -3713266.751505
  nChanged 48
		SP:Iteration 34Q (18847.620000 sec): 3 clusters
  Score: Raw -3716655.990235 + Penalty 3367.471325 = -3713288.518910
  nChanged 33
		SP:Iteration 35Q (18847.670000 sec): 3 clusters
  Score: Raw -3716669.257912 + Penalty 3367.471325 = -3713301.786588
  nChanged 40
		SP:Iteration 36Q (18847.730000 sec): 3 clusters
  Score: Raw -3716686.338138 + Penalty 3367.471325 = -3713318.866814
  nChanged 29
		SP:Iteration 37Q (18847.790000 sec): 3 clusters
  Score: Raw -3716699.845572 + Penalty 3367.471325 = -3713332.374248
  nChanged 30
		SP:Iteration 38Q (18847.840000 sec): 3 clusters
  Score: Raw -3716715.577066 + Penalty 3367.471325 = -3713348.105741
  nChanged 26
		SP:Iteration 39Q (18847.890000 sec): 3 clusters
  Score: Raw -3716727.789992 + Penalty 3367.471325 = -3713360.318668
  nChanged 20
		SP:Iteration 40F (18847.970000 sec): 3 clusters
  Score: Raw -3716735.687857 + Penalty 3367.471325 = -3713368.216532
  nChanged 16
		SP:Iteration 41Q (18848.020000 sec): 3 clusters
  Score: Raw -3716741.731630 + Penalty 3367.471325 = -3713374.260305
  nChanged 17
		SP:Iteration 42Q (18848.070000 sec): 3 clusters
  Score: Raw -3716750.862761 + Penalty 3367.471325 = -3713383.391437
  nChanged 12
		SP:Iteration 43Q (18848.130000 sec): 3 clusters
  Score: Raw -3716758.684202 + Penalty 3367.471325 = -3713391.212878
  nChanged 16
		SP:Iteration 44Q (18848.180000 sec): 3 clusters
  Score: Raw -3716767.735731 + Penalty 3367.471325 = -3713400.264407
  nChanged 13
		SP:Iteration 45Q (18848.230000 sec): 3 clusters
  Score: Raw -3716773.565950 + Penalty 3367.471325 = -3713406.094625
  nChanged 8
		SP:Iteration 46Q (18848.290000 sec): 3 clusters
  Score: Raw -3716777.310218 + Penalty 3367.471325 = -3713409.838893
  nChanged 5
		SP:Iteration 47Q (18848.340000 sec): 3 clusters
  Score: Raw -3716778.944621 + Penalty 3367.471325 = -3713411.473297
  nChanged 4
		SP:Iteration 48Q (18848.390000 sec): 3 clusters
  Score: Raw -3716780.383908 + Penalty 3367.471325 = -3713412.912583
  nChanged 3
		SP:Iteration 49Q (18848.450000 sec): 3 clusters
  Score: Raw -3716781.462606 + Penalty 3367.471325 = -3713413.991282
  nChanged 0
		SP:Iteration 50F (18848.530000 sec): 3 clusters
  Score: Raw -3716781.462606 + Penalty 3367.471325 = -3713413.991282
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 20 (13514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18848.570000 sec): 2 clusters
  Score: Raw -1547986.649395 + Penalty 1545.615738 = -1546441.033657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18848.600000 sec): 3 clusters
  Score: Raw -1540176.476828 + Penalty 3091.231476 = -1537085.245352
  nChanged 5884
		SP:Iteration 1F (18848.630000 sec): 3 clusters
  Score: Raw -1543586.220374 + Penalty 3091.231476 = -1540494.988898
  nChanged 912
		SP:Iteration 2F (18848.660000 sec): 3 clusters
  Score: Raw -1544094.109734 + Penalty 3091.231476 = -1541002.878258
  nChanged 859
		SP:Iteration 3F (18848.690000 sec): 3 clusters
  Score: Raw -1544652.279944 + Penalty 3091.231476 = -1541561.048468
  nChanged 845
		SP:Iteration 4F (18848.730000 sec): 3 clusters
  Score: Raw -1545308.363257 + Penalty 3091.231476 = -1542217.131781
  nChanged 840
		SP:Iteration 5F (18848.760000 sec): 3 clusters
  Score: Raw -1546058.999254 + Penalty 3091.231476 = -1542967.767778
  nChanged 858
		SP:Iteration 6F (18848.790000 sec): 3 clusters
  Score: Raw -1546897.412040 + Penalty 3091.231476 = -1543806.180564
  nChanged 767
		SP:Iteration 7F (18848.820000 sec): 3 clusters
  Score: Raw -1547512.565109 + Penalty 3091.231476 = -1544421.333633
  nChanged 569
		SP:Iteration 8Q (18848.850000 sec): 3 clusters
  Score: Raw -1547843.190069 + Penalty 3091.231476 = -1544751.958593
  nChanged 375
		SP:Iteration 9Q (18848.880000 sec): 3 clusters
  Score: Raw -1548019.109727 + Penalty 3091.231476 = -1544927.878251
  nChanged 277
		SP:Iteration 10Q (18848.910000 sec): 3 clusters
  Score: Raw -1548136.027607 + Penalty 3091.231476 = -1545044.796131
  nChanged 218
		SP:Iteration 11Q (18848.940000 sec): 3 clusters
  Score: Raw -1548219.901596 + Penalty 3091.231476 = -1545128.670120
  nChanged 196
		SP:Iteration 12Q (18848.970000 sec): 3 clusters
  Score: Raw -1548289.400817 + Penalty 3091.231476 = -1545198.169341
  nChanged 164
		SP:Iteration 13Q (18849.000000 sec): 3 clusters
  Score: Raw -1548337.628591 + Penalty 3091.231476 = -1545246.397116
  nChanged 116
		SP:Iteration 14Q (18849.030000 sec): 3 clusters
  Score: Raw -1548365.604078 + Penalty 3091.231476 = -1545274.372602
  nChanged 92
		SP:Iteration 15Q (18849.050000 sec): 3 clusters
  Score: Raw -1548387.546644 + Penalty 3091.231476 = -1545296.315168
  nChanged 75
		SP:Iteration 16Q (18849.080000 sec): 3 clusters
  Score: Raw -1548405.799718 + Penalty 3091.231476 = -1545314.568243
  nChanged 77
		SP:Iteration 17Q (18849.110000 sec): 3 clusters
  Score: Raw -1548423.336877 + Penalty 3091.231476 = -1545332.105402
  nChanged 86
		SP:Iteration 18Q (18849.140000 sec): 3 clusters
  Score: Raw -1548447.395800 + Penalty 3091.231476 = -1545356.164324
  nChanged 93
		SP:Iteration 19Q (18849.170000 sec): 3 clusters
  Score: Raw -1548472.903822 + Penalty 3091.231476 = -1545381.672346
  nChanged 92
		SP:Iteration 20F (18849.200000 sec): 3 clusters
  Score: Raw -1548494.880456 + Penalty 3091.231476 = -1545403.648980
  nChanged 86
		SP:Iteration 21Q (18849.230000 sec): 3 clusters
  Score: Raw -1548517.166235 + Penalty 3091.231476 = -1545425.934759
  nChanged 90
		SP:Iteration 22Q (18849.260000 sec): 3 clusters
  Score: Raw -1548537.737830 + Penalty 3091.231476 = -1545446.506355
  nChanged 76
		SP:Iteration 23Q (18849.290000 sec): 3 clusters
  Score: Raw -1548555.596746 + Penalty 3091.231476 = -1545464.365270
  nChanged 95
		SP:Iteration 24Q (18849.310000 sec): 3 clusters
  Score: Raw -1548584.379552 + Penalty 3091.231476 = -1545493.148076
  nChanged 118
		SP:Iteration 25Q (18849.340000 sec): 3 clusters
  Score: Raw -1548622.476704 + Penalty 3091.231476 = -1545531.245228
  nChanged 122
		SP:Iteration 26Q (18849.370000 sec): 3 clusters
  Score: Raw -1548668.408559 + Penalty 3091.231476 = -1545577.177083
  nChanged 126
		SP:Iteration 27Q (18849.400000 sec): 3 clusters
  Score: Raw -1548722.227073 + Penalty 3091.231476 = -1545630.995597
  nChanged 140
		SP:Iteration 28Q (18849.430000 sec): 3 clusters
  Score: Raw -1548773.846835 + Penalty 3091.231476 = -1545682.615359
  nChanged 126
		SP:Iteration 29Q (18849.450000 sec): 3 clusters
  Score: Raw -1548816.014844 + Penalty 3091.231476 = -1545724.783368
  nChanged 126
		SP:Iteration 30Q (18849.490000 sec): 3 clusters
  Score: Raw -1548858.675031 + Penalty 3091.231476 = -1545767.443556
  nChanged 147
		SP:Iteration 31Q (18849.510000 sec): 3 clusters
  Score: Raw -1548903.553426 + Penalty 3091.231476 = -1545812.321950
  nChanged 117
		SP:Iteration 32Q (18849.540000 sec): 3 clusters
  Score: Raw -1548933.735651 + Penalty 3091.231476 = -1545842.504175
  nChanged 100
		SP:Iteration 33Q (18849.570000 sec): 3 clusters
  Score: Raw -1548954.806960 + Penalty 3091.231476 = -1545863.575484
  nChanged 73
		SP:Iteration 34Q (18849.600000 sec): 3 clusters
  Score: Raw -1548969.563095 + Penalty 3091.231476 = -1545878.331619
  nChanged 81
		SP:Iteration 35Q (18849.630000 sec): 3 clusters
  Score: Raw -1548989.430268 + Penalty 3091.231476 = -1545898.198792
  nChanged 85
		SP:Iteration 36Q (18849.650000 sec): 3 clusters
  Score: Raw -1549009.313672 + Penalty 3091.231476 = -1545918.082196
  nChanged 92
		SP:Iteration 37Q (18849.680000 sec): 3 clusters
  Score: Raw -1549032.527471 + Penalty 3091.231476 = -1545941.295995
  nChanged 91
		SP:Iteration 38Q (18849.710000 sec): 3 clusters
  Score: Raw -1549052.970340 + Penalty 3091.231476 = -1545961.738864
  nChanged 80
		SP:Iteration 39Q (18849.730000 sec): 3 clusters
  Score: Raw -1549071.003799 + Penalty 3091.231476 = -1545979.772323
  nChanged 83
		SP:Iteration 40F (18849.770000 sec): 3 clusters
  Score: Raw -1549090.529433 + Penalty 3091.231476 = -1545999.297957
  nChanged 74
		SP:Iteration 41Q (18849.790000 sec): 3 clusters
  Score: Raw -1549105.022524 + Penalty 3091.231476 = -1546013.791048
  nChanged 63
		SP:Iteration 42Q (18849.820000 sec): 3 clusters
  Score: Raw -1549118.372104 + Penalty 3091.231476 = -1546027.140628
  nChanged 64
		SP:Iteration 43Q (18849.850000 sec): 3 clusters
  Score: Raw -1549132.363360 + Penalty 3091.231476 = -1546041.131884
  nChanged 57
		SP:Iteration 44Q (18849.880000 sec): 3 clusters
  Score: Raw -1549143.601259 + Penalty 3091.231476 = -1546052.369783
  nChanged 54
		SP:Iteration 45Q (18849.910000 sec): 3 clusters
  Score: Raw -1549153.372845 + Penalty 3091.231476 = -1546062.141369
  nChanged 50
		SP:Iteration 46Q (18849.930000 sec): 3 clusters
  Score: Raw -1549162.684260 + Penalty 3091.231476 = -1546071.452784
  nChanged 51
		SP:Iteration 47Q (18849.960000 sec): 3 clusters
  Score: Raw -1549172.904110 + Penalty 3091.231476 = -1546081.672634
  nChanged 50
		SP:Iteration 48Q (18849.990000 sec): 3 clusters
  Score: Raw -1549185.334164 + Penalty 3091.231476 = -1546094.102688
  nChanged 57
		SP:Iteration 49Q (18850.020000 sec): 3 clusters
  Score: Raw -1549199.395749 + Penalty 3091.231476 = -1546108.164273
  nChanged 60
		SP:Iteration 50Q (18850.050000 sec): 3 clusters
  Score: Raw -1549213.048665 + Penalty 3091.231476 = -1546121.817189
  nChanged 62
		SP:Iteration 51Q (18850.070000 sec): 3 clusters
  Score: Raw -1549229.153868 + Penalty 3091.231476 = -1546137.922393
  nChanged 65
		SP:Iteration 52Q (18850.100000 sec): 3 clusters
  Score: Raw -1549248.155682 + Penalty 3091.231476 = -1546156.924206
  nChanged 64
		SP:Iteration 53Q (18850.130000 sec): 3 clusters
  Score: Raw -1549264.462293 + Penalty 3091.231476 = -1546173.230817
  nChanged 63
		SP:Iteration 54Q (18850.150000 sec): 3 clusters
  Score: Raw -1549279.806249 + Penalty 3091.231476 = -1546188.574773
  nChanged 45
		SP:Iteration 55Q (18850.180000 sec): 3 clusters
  Score: Raw -1549290.747553 + Penalty 3091.231476 = -1546199.516077
  nChanged 49
		SP:Iteration 56Q (18850.210000 sec): 3 clusters
  Score: Raw -1549300.671197 + Penalty 3091.231476 = -1546209.439721
  nChanged 37
		SP:Iteration 57Q (18850.240000 sec): 3 clusters
  Score: Raw -1549307.647191 + Penalty 3091.231476 = -1546216.415715
  nChanged 38
		SP:Iteration 58Q (18850.270000 sec): 3 clusters
  Score: Raw -1549314.425042 + Penalty 3091.231476 = -1546223.193566
  nChanged 37
		SP:Iteration 59Q (18850.290000 sec): 3 clusters
  Score: Raw -1549319.382210 + Penalty 3091.231476 = -1546228.150734
  nChanged 23
		SP:Iteration 60F (18850.320000 sec): 3 clusters
  Score: Raw -1549322.742380 + Penalty 3091.231476 = -1546231.510904
  nChanged 22
		SP:Iteration 61Q (18850.350000 sec): 3 clusters
  Score: Raw -1549325.442886 + Penalty 3091.231476 = -1546234.211410
  nChanged 23
		SP:Iteration 62Q (18850.380000 sec): 3 clusters
  Score: Raw -1549328.237839 + Penalty 3091.231476 = -1546237.006364
  nChanged 20
		SP:Iteration 63Q (18850.410000 sec): 3 clusters
  Score: Raw -1549330.916977 + Penalty 3091.231476 = -1546239.685501
  nChanged 20
		SP:Iteration 64Q (18850.430000 sec): 3 clusters
  Score: Raw -1549333.935455 + Penalty 3091.231476 = -1546242.703979
  nChanged 17
		SP:Iteration 65Q (18850.460000 sec): 3 clusters
  Score: Raw -1549336.273167 + Penalty 3091.231476 = -1546245.041692
  nChanged 17
		SP:Iteration 66Q (18850.490000 sec): 3 clusters
  Score: Raw -1549338.261374 + Penalty 3091.231476 = -1546247.029898
  nChanged 9
		SP:Iteration 67Q (18850.510000 sec): 3 clusters
  Score: Raw -1549338.923289 + Penalty 3091.231476 = -1546247.691813
  nChanged 5
		SP:Iteration 68Q (18850.540000 sec): 3 clusters
  Score: Raw -1549339.280329 + Penalty 3091.231476 = -1546248.048853
  nChanged 2
		SP:Iteration 69Q (18850.570000 sec): 3 clusters
  Score: Raw -1549339.500016 + Penalty 3091.231476 = -1546248.268540
  nChanged 1
		SP:Iteration 70Q (18850.590000 sec): 3 clusters
  Score: Raw -1549339.523446 + Penalty 3091.231476 = -1546248.291970
  nChanged 0
		SP:Iteration 71F (18850.630000 sec): 3 clusters
  Score: Raw -1549339.523446 + Penalty 3091.231476 = -1546248.291970
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 21 (11229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18850.660000 sec): 2 clusters
  Score: Raw -1296789.630683 + Penalty 1515.516437 = -1295274.114246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18850.680000 sec): 3 clusters
  Score: Raw -1290387.376644 + Penalty 3031.032874 = -1287356.343770
  nChanged 4839
		SP:Iteration 1F (18850.710000 sec): 3 clusters
  Score: Raw -1293092.116401 + Penalty 3031.032874 = -1290061.083527
  nChanged 767
		SP:Iteration 2F (18850.740000 sec): 3 clusters
  Score: Raw -1293540.072466 + Penalty 3031.032874 = -1290509.039592
  nChanged 718
		SP:Iteration 3F (18850.760000 sec): 3 clusters
  Score: Raw -1293965.628954 + Penalty 3031.032874 = -1290934.596080
  nChanged 706
		SP:Iteration 4F (18850.790000 sec): 3 clusters
  Score: Raw -1294415.077048 + Penalty 3031.032874 = -1291384.044174
  nChanged 699
		SP:Iteration 5F (18850.810000 sec): 3 clusters
  Score: Raw -1294858.885080 + Penalty 3031.032874 = -1291827.852206
  nChanged 657
		SP:Iteration 6F (18850.840000 sec): 3 clusters
  Score: Raw -1295258.212870 + Penalty 3031.032874 = -1292227.179997
  nChanged 565
		SP:Iteration 7F (18850.870000 sec): 3 clusters
  Score: Raw -1295548.944806 + Penalty 3031.032874 = -1292517.911932
  nChanged 444
		SP:Iteration 8Q (18850.890000 sec): 3 clusters
  Score: Raw -1295730.003730 + Penalty 3031.032874 = -1292698.970856
  nChanged 310
		SP:Iteration 9Q (18850.920000 sec): 3 clusters
  Score: Raw -1295841.894377 + Penalty 3031.032874 = -1292810.861503
  nChanged 273
		SP:Iteration 10Q (18850.950000 sec): 3 clusters
  Score: Raw -1295946.355534 + Penalty 3031.032874 = -1292915.322660
  nChanged 239
		SP:Iteration 11Q (18850.970000 sec): 3 clusters
  Score: Raw -1296031.355385 + Penalty 3031.032874 = -1293000.322512
  nChanged 208
		SP:Iteration 12Q (18851.000000 sec): 3 clusters
  Score: Raw -1296105.636211 + Penalty 3031.032874 = -1293074.603337
  nChanged 201
		SP:Iteration 13Q (18851.020000 sec): 3 clusters
  Score: Raw -1296171.089288 + Penalty 3031.032874 = -1293140.056414
  nChanged 177
		SP:Iteration 14Q (18851.050000 sec): 3 clusters
  Score: Raw -1296225.947317 + Penalty 3031.032874 = -1293194.914444
  nChanged 150
		SP:Iteration 15Q (18851.070000 sec): 3 clusters
  Score: Raw -1296273.892133 + Penalty 3031.032874 = -1293242.859259
  nChanged 150
		SP:Iteration 16Q (18851.100000 sec): 3 clusters
  Score: Raw -1296324.769372 + Penalty 3031.032874 = -1293293.736498
  nChanged 155
		SP:Iteration 17Q (18851.130000 sec): 3 clusters
  Score: Raw -1296376.729987 + Penalty 3031.032874 = -1293345.697113
  nChanged 133
		SP:Iteration 18Q (18851.150000 sec): 3 clusters
  Score: Raw -1296423.928630 + Penalty 3031.032874 = -1293392.895756
  nChanged 127
		SP:Iteration 19Q (18851.180000 sec): 3 clusters
  Score: Raw -1296477.639684 + Penalty 3031.032874 = -1293446.606810
  nChanged 144
		SP:Iteration 20F (18851.210000 sec): 3 clusters
  Score: Raw -1296537.699199 + Penalty 3031.032874 = -1293506.666325
  nChanged 146
		SP:Iteration 21Q (18851.230000 sec): 3 clusters
  Score: Raw -1296614.828659 + Penalty 3031.032874 = -1293583.795785
  nChanged 157
		SP:Iteration 22Q (18851.260000 sec): 3 clusters
  Score: Raw -1296709.722500 + Penalty 3031.032874 = -1293678.689626
  nChanged 160
		SP:Iteration 23Q (18851.280000 sec): 3 clusters
  Score: Raw -1296813.010838 + Penalty 3031.032874 = -1293781.977964
  nChanged 164
		SP:Iteration 24Q (18851.310000 sec): 3 clusters
  Score: Raw -1296932.908647 + Penalty 3031.032874 = -1293901.875773
  nChanged 154
		SP:Iteration 25Q (18851.330000 sec): 3 clusters
  Score: Raw -1297043.835343 + Penalty 3031.032874 = -1294012.802469
  nChanged 155
		SP:Iteration 26Q (18851.360000 sec): 3 clusters
  Score: Raw -1297153.985253 + Penalty 3031.032874 = -1294122.952379
  nChanged 125
		SP:Iteration 27Q (18851.380000 sec): 3 clusters
  Score: Raw -1297253.917564 + Penalty 3031.032874 = -1294222.884690
  nChanged 108
		SP:Iteration 28Q (18851.410000 sec): 3 clusters
  Score: Raw -1297365.668273 + Penalty 3031.032874 = -1294334.635399
  nChanged 96
		SP:Iteration 29Q (18851.430000 sec): 3 clusters
  Score: Raw -1297438.647941 + Penalty 3031.032874 = -1294407.615068
  nChanged 79
		SP:Iteration 30Q (18851.450000 sec): 3 clusters
  Score: Raw -1297490.565940 + Penalty 3031.032874 = -1294459.533066
  nChanged 71
		SP:Iteration 31Q (18851.470000 sec): 3 clusters
  Score: Raw -1297534.872169 + Penalty 3031.032874 = -1294503.839295
  nChanged 63
		SP:Iteration 32Q (18851.490000 sec): 3 clusters
  Score: Raw -1297561.263877 + Penalty 3031.032874 = -1294530.231003
  nChanged 50
		SP:Iteration 33Q (18851.520000 sec): 3 clusters
  Score: Raw -1297580.424658 + Penalty 3031.032874 = -1294549.391784
  nChanged 43
		SP:Iteration 34Q (18851.540000 sec): 3 clusters
  Score: Raw -1297597.132831 + Penalty 3031.032874 = -1294566.099957
  nChanged 43
		SP:Iteration 35Q (18851.560000 sec): 3 clusters
  Score: Raw -1297609.024064 + Penalty 3031.032874 = -1294577.991190
  nChanged 30
		SP:Iteration 36Q (18851.580000 sec): 3 clusters
  Score: Raw -1297615.517342 + Penalty 3031.032874 = -1294584.484468
  nChanged 19
		SP:Iteration 37Q (18851.600000 sec): 3 clusters
  Score: Raw -1297618.804232 + Penalty 3031.032874 = -1294587.771359
  nChanged 15
		SP:Iteration 38Q (18851.620000 sec): 3 clusters
  Score: Raw -1297621.225926 + Penalty 3031.032874 = -1294590.193052
  nChanged 7
		SP:Iteration 39Q (18851.640000 sec): 3 clusters
  Score: Raw -1297621.988192 + Penalty 3031.032874 = -1294590.955318
  nChanged 4
		SP:Iteration 40F (18851.670000 sec): 3 clusters
  Score: Raw -1297622.430092 + Penalty 3031.032874 = -1294591.397218
  nChanged 4
		SP:Iteration 41Q (18851.690000 sec): 3 clusters
  Score: Raw -1297623.125254 + Penalty 3031.032874 = -1294592.092380
  nChanged 3
		SP:Iteration 42Q (18851.710000 sec): 3 clusters
  Score: Raw -1297623.525706 + Penalty 3031.032874 = -1294592.492832
  nChanged 3
		SP:Iteration 43Q (18851.730000 sec): 3 clusters
  Score: Raw -1297623.889332 + Penalty 3031.032874 = -1294592.856458
  nChanged 3
		SP:Iteration 44Q (18851.750000 sec): 3 clusters
  Score: Raw -1297624.287903 + Penalty 3031.032874 = -1294593.255029
  nChanged 5
		SP:Iteration 45Q (18851.770000 sec): 3 clusters
  Score: Raw -1297625.121564 + Penalty 3031.032874 = -1294594.088690
  nChanged 5
		SP:Iteration 46Q (18851.800000 sec): 3 clusters
  Score: Raw -1297626.442797 + Penalty 3031.032874 = -1294595.409923
  nChanged 2
		SP:Iteration 47Q (18851.820000 sec): 3 clusters
  Score: Raw -1297627.061029 + Penalty 3031.032874 = -1294596.028155
  nChanged 4
		SP:Iteration 48Q (18851.840000 sec): 3 clusters
  Score: Raw -1297627.855634 + Penalty 3031.032874 = -1294596.822760
  nChanged 4
		SP:Iteration 49Q (18851.860000 sec): 3 clusters
  Score: Raw -1297628.603068 + Penalty 3031.032874 = -1294597.570194
  nChanged 5
		SP:Iteration 50Q (18851.880000 sec): 3 clusters
  Score: Raw -1297629.414959 + Penalty 3031.032874 = -1294598.382085
  nChanged 5
		SP:Iteration 51Q (18851.900000 sec): 3 clusters
  Score: Raw -1297630.275952 + Penalty 3031.032874 = -1294599.243078
  nChanged 2
		SP:Iteration 52Q (18851.920000 sec): 3 clusters
  Score: Raw -1297630.640062 + Penalty 3031.032874 = -1294599.607188
  nChanged 1
		SP:Iteration 53Q (18851.950000 sec): 3 clusters
  Score: Raw -1297631.032416 + Penalty 3031.032874 = -1294599.999542
  nChanged 3
		SP:Iteration 54Q (18851.970000 sec): 3 clusters
  Score: Raw -1297631.639017 + Penalty 3031.032874 = -1294600.606143
  nChanged 5
		SP:Iteration 55Q (18851.990000 sec): 3 clusters
  Score: Raw -1297632.918386 + Penalty 3031.032874 = -1294601.885513
  nChanged 10
		SP:Iteration 56Q (18852.010000 sec): 3 clusters
  Score: Raw -1297634.544984 + Penalty 3031.032874 = -1294603.512110
  nChanged 8
		SP:Iteration 57Q (18852.030000 sec): 3 clusters
  Score: Raw -1297635.919146 + Penalty 3031.032874 = -1294604.886273
  nChanged 6
		SP:Iteration 58Q (18852.050000 sec): 3 clusters
  Score: Raw -1297637.195959 + Penalty 3031.032874 = -1294606.163085
  nChanged 4
		SP:Iteration 59Q (18852.080000 sec): 3 clusters
  Score: Raw -1297637.766423 + Penalty 3031.032874 = -1294606.733549
  nChanged 3
		SP:Iteration 60F (18852.100000 sec): 3 clusters
  Score: Raw -1297638.203472 + Penalty 3031.032874 = -1294607.170598
  nChanged 2
		SP:Iteration 61Q (18852.120000 sec): 3 clusters
  Score: Raw -1297638.522006 + Penalty 3031.032874 = -1294607.489132
  nChanged 0
		SP:Iteration 62F (18852.150000 sec): 3 clusters
  Score: Raw -1297638.522006 + Penalty 3031.032874 = -1294607.489132
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 22 (5576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18852.170000 sec): 2 clusters
  Score: Raw -622229.710279 + Penalty 1401.761880 = -620827.948399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18852.180000 sec): 3 clusters
  Score: Raw -619263.115737 + Penalty 2803.523760 = -616459.591978
  nChanged 2308
		SP:Iteration 1F (18852.200000 sec): 3 clusters
  Score: Raw -620540.934951 + Penalty 2803.523760 = -617737.411191
  nChanged 421
		SP:Iteration 2F (18852.210000 sec): 3 clusters
  Score: Raw -620779.796814 + Penalty 2803.523760 = -617976.273054
  nChanged 333
		SP:Iteration 3F (18852.220000 sec): 3 clusters
  Score: Raw -620966.524816 + Penalty 2803.523760 = -618163.001057
  nChanged 266
		SP:Iteration 4Q (18852.240000 sec): 3 clusters
  Score: Raw -621109.043018 + Penalty 2803.523760 = -618305.519258
  nChanged 229
		SP:Iteration 5Q (18852.250000 sec): 3 clusters
  Score: Raw -621231.722751 + Penalty 2803.523760 = -618428.198992
  nChanged 203
		SP:Iteration 6Q (18852.260000 sec): 3 clusters
  Score: Raw -621348.089927 + Penalty 2803.523760 = -618544.566168
  nChanged 216
		SP:Iteration 7Q (18852.270000 sec): 3 clusters
  Score: Raw -621482.128711 + Penalty 2803.523760 = -618678.604951
  nChanged 194
		SP:Iteration 8Q (18852.280000 sec): 3 clusters
  Score: Raw -621608.006921 + Penalty 2803.523760 = -618804.483162
  nChanged 199
		SP:Iteration 9Q (18852.300000 sec): 3 clusters
  Score: Raw -621733.266093 + Penalty 2803.523760 = -618929.742333
  nChanged 172
		SP:Iteration 10Q (18852.310000 sec): 3 clusters
  Score: Raw -621838.118446 + Penalty 2803.523760 = -619034.594687
  nChanged 143
		SP:Iteration 11Q (18852.320000 sec): 3 clusters
  Score: Raw -621926.917741 + Penalty 2803.523760 = -619123.393981
  nChanged 112
		SP:Iteration 12Q (18852.330000 sec): 3 clusters
  Score: Raw -621988.758260 + Penalty 2803.523760 = -619185.234500
  nChanged 109
		SP:Iteration 13Q (18852.340000 sec): 3 clusters
  Score: Raw -622055.701457 + Penalty 2803.523760 = -619252.177698
  nChanged 92
		SP:Iteration 14Q (18852.360000 sec): 3 clusters
  Score: Raw -622116.202507 + Penalty 2803.523760 = -619312.678747
  nChanged 88
		SP:Iteration 15Q (18852.370000 sec): 3 clusters
  Score: Raw -622182.910136 + Penalty 2803.523760 = -619379.386376
  nChanged 75
		SP:Iteration 16Q (18852.380000 sec): 3 clusters
  Score: Raw -622240.644366 + Penalty 2803.523760 = -619437.120607
  nChanged 69
		SP:Iteration 17Q (18852.390000 sec): 3 clusters
  Score: Raw -622289.284702 + Penalty 2803.523760 = -619485.760942
  nChanged 52
		SP:Iteration 18Q (18852.400000 sec): 3 clusters
  Score: Raw -622320.288053 + Penalty 2803.523760 = -619516.764294
  nChanged 45
		SP:Iteration 19Q (18852.410000 sec): 3 clusters
  Score: Raw -622349.491811 + Penalty 2803.523760 = -619545.968052
  nChanged 36
		SP:Iteration 20F (18852.430000 sec): 3 clusters
  Score: Raw -622374.514316 + Penalty 2803.523760 = -619570.990557
  nChanged 31
		SP:Iteration 21Q (18852.440000 sec): 3 clusters
  Score: Raw -622395.282761 + Penalty 2803.523760 = -619591.759002
  nChanged 22
		SP:Iteration 22Q (18852.450000 sec): 3 clusters
  Score: Raw -622409.567035 + Penalty 2803.523760 = -619606.043276
  nChanged 24
		SP:Iteration 23Q (18852.460000 sec): 3 clusters
  Score: Raw -622422.082969 + Penalty 2803.523760 = -619618.559209
  nChanged 20
		SP:Iteration 24Q (18852.470000 sec): 3 clusters
  Score: Raw -622432.499954 + Penalty 2803.523760 = -619628.976194
  nChanged 14
		SP:Iteration 25Q (18852.480000 sec): 3 clusters
  Score: Raw -622442.833359 + Penalty 2803.523760 = -619639.309599
  nChanged 17
		SP:Iteration 26Q (18852.490000 sec): 3 clusters
  Score: Raw -622453.082358 + Penalty 2803.523760 = -619649.558598
  nChanged 12
		SP:Iteration 27Q (18852.500000 sec): 3 clusters
  Score: Raw -622459.733983 + Penalty 2803.523760 = -619656.210223
  nChanged 15
		SP:Iteration 28Q (18852.510000 sec): 3 clusters
  Score: Raw -622467.133255 + Penalty 2803.523760 = -619663.609496
  nChanged 11
		SP:Iteration 29Q (18852.520000 sec): 3 clusters
  Score: Raw -622474.910594 + Penalty 2803.523760 = -619671.386834
  nChanged 12
		SP:Iteration 30Q (18852.530000 sec): 3 clusters
  Score: Raw -622486.124220 + Penalty 2803.523760 = -619682.600460
  nChanged 18
		SP:Iteration 31Q (18852.540000 sec): 3 clusters
  Score: Raw -622499.158984 + Penalty 2803.523760 = -619695.635225
  nChanged 17
		SP:Iteration 32Q (18852.550000 sec): 3 clusters
  Score: Raw -622516.096203 + Penalty 2803.523760 = -619712.572443
  nChanged 20
		SP:Iteration 33Q (18852.560000 sec): 3 clusters
  Score: Raw -622536.675855 + Penalty 2803.523760 = -619733.152095
  nChanged 17
		SP:Iteration 34Q (18852.570000 sec): 3 clusters
  Score: Raw -622550.675264 + Penalty 2803.523760 = -619747.151504
  nChanged 19
		SP:Iteration 35Q (18852.580000 sec): 3 clusters
  Score: Raw -622563.613528 + Penalty 2803.523760 = -619760.089769
  nChanged 19
		SP:Iteration 36Q (18852.590000 sec): 3 clusters
  Score: Raw -622582.371702 + Penalty 2803.523760 = -619778.847943
  nChanged 21
		SP:Iteration 37Q (18852.600000 sec): 3 clusters
  Score: Raw -622599.565132 + Penalty 2803.523760 = -619796.041372
  nChanged 18
		SP:Iteration 38Q (18852.610000 sec): 3 clusters
  Score: Raw -622615.592974 + Penalty 2803.523760 = -619812.069214
  nChanged 16
		SP:Iteration 39Q (18852.620000 sec): 3 clusters
  Score: Raw -622631.977408 + Penalty 2803.523760 = -619828.453648
  nChanged 17
		SP:Iteration 40F (18852.640000 sec): 3 clusters
  Score: Raw -622644.375913 + Penalty 2803.523760 = -619840.852154
  nChanged 19
		SP:Iteration 41Q (18852.640000 sec): 3 clusters
  Score: Raw -622656.842356 + Penalty 2803.523760 = -619853.318596
  nChanged 9
		SP:Iteration 42Q (18852.660000 sec): 3 clusters
  Score: Raw -622664.056185 + Penalty 2803.523760 = -619860.532425
  nChanged 9
		SP:Iteration 43Q (18852.660000 sec): 3 clusters
  Score: Raw -622668.553028 + Penalty 2803.523760 = -619865.029268
  nChanged 10
		SP:Iteration 44Q (18852.670000 sec): 3 clusters
  Score: Raw -622675.107050 + Penalty 2803.523760 = -619871.583290
  nChanged 15
		SP:Iteration 45Q (18852.680000 sec): 3 clusters
  Score: Raw -622686.907522 + Penalty 2803.523760 = -619883.383763
  nChanged 14
		SP:Iteration 46Q (18852.690000 sec): 3 clusters
  Score: Raw -622695.150628 + Penalty 2803.523760 = -619891.626869
  nChanged 8
		SP:Iteration 47Q (18852.700000 sec): 3 clusters
  Score: Raw -622700.961835 + Penalty 2803.523760 = -619897.438075
  nChanged 9
		SP:Iteration 48Q (18852.710000 sec): 3 clusters
  Score: Raw -622706.506165 + Penalty 2803.523760 = -619902.982406
  nChanged 8
		SP:Iteration 49Q (18852.720000 sec): 3 clusters
  Score: Raw -622711.961383 + Penalty 2803.523760 = -619908.437624
  nChanged 6
		SP:Iteration 50Q (18852.730000 sec): 3 clusters
  Score: Raw -622715.116971 + Penalty 2803.523760 = -619911.593211
  nChanged 4
		SP:Iteration 51Q (18852.740000 sec): 3 clusters
  Score: Raw -622716.654008 + Penalty 2803.523760 = -619913.130249
  nChanged 4
		SP:Iteration 52Q (18852.750000 sec): 3 clusters
  Score: Raw -622717.986429 + Penalty 2803.523760 = -619914.462669
  nChanged 4
		SP:Iteration 53Q (18852.760000 sec): 3 clusters
  Score: Raw -622720.584884 + Penalty 2803.523760 = -619917.061125
  nChanged 5
		SP:Iteration 54Q (18852.770000 sec): 3 clusters
  Score: Raw -622722.603214 + Penalty 2803.523760 = -619919.079454
  nChanged 2
		SP:Iteration 55Q (18852.780000 sec): 3 clusters
  Score: Raw -622723.485842 + Penalty 2803.523760 = -619919.962083
  nChanged 1
		SP:Iteration 56Q (18852.790000 sec): 3 clusters
  Score: Raw -622723.865182 + Penalty 2803.523760 = -619920.341422
  nChanged 1
		SP:Iteration 57Q (18852.800000 sec): 3 clusters
  Score: Raw -622725.039767 + Penalty 2803.523760 = -619921.516007
  nChanged 3
		SP:Iteration 58Q (18852.810000 sec): 3 clusters
  Score: Raw -622727.162102 + Penalty 2803.523760 = -619923.638342
  nChanged 2
		SP:Iteration 59Q (18852.820000 sec): 3 clusters
  Score: Raw -622728.169749 + Penalty 2803.523760 = -619924.645990
  nChanged 3
		SP:Iteration 60F (18852.830000 sec): 3 clusters
  Score: Raw -622729.516108 + Penalty 2803.523760 = -619925.992348
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 23 (55745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18852.990000 sec): 2 clusters
  Score: Raw -6479832.175282 + Penalty 1775.888237 = -6478056.287044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18853.130000 sec): 3 clusters
  Score: Raw -6444298.296890 + Penalty 3551.776475 = -6440746.520415
  nChanged 26303
		SP:Iteration 1F (18853.260000 sec): 3 clusters
  Score: Raw -6459871.821220 + Penalty 3551.776475 = -6456320.044746
  nChanged 2540
		SP:Iteration 2Q (18853.400000 sec): 3 clusters
  Score: Raw -6460823.213400 + Penalty 3551.776475 = -6457271.436926
  nChanged 2714
		SP:Iteration 3Q (18853.540000 sec): 3 clusters
  Score: Raw -6461993.126048 + Penalty 3551.776475 = -6458441.349573
  nChanged 3070
		SP:Iteration 4F (18853.680000 sec): 3 clusters
  Score: Raw -6463570.268532 + Penalty 3551.776475 = -6460018.492057
  nChanged 3441
		SP:Iteration 5F (18853.820000 sec): 3 clusters
  Score: Raw -6465566.584476 + Penalty 3551.776475 = -6462014.808001
  nChanged 3590
		SP:Iteration 6F (18853.960000 sec): 3 clusters
  Score: Raw -6467679.785562 + Penalty 3551.776475 = -6464128.009087
  nChanged 3353
		SP:Iteration 7F (18854.090000 sec): 3 clusters
  Score: Raw -6469462.218775 + Penalty 3551.776475 = -6465910.442300
  nChanged 2790
		SP:Iteration 8F (18854.230000 sec): 3 clusters
  Score: Raw -6470694.096985 + Penalty 3551.776475 = -6467142.320510
  nChanged 2145
		SP:Iteration 9Q (18854.370000 sec): 3 clusters
  Score: Raw -6471494.973926 + Penalty 3551.776475 = -6467943.197452
  nChanged 1683
		SP:Iteration 10Q (18854.510000 sec): 3 clusters
  Score: Raw -6471982.842786 + Penalty 3551.776475 = -6468431.066312
  nChanged 1285
		SP:Iteration 11Q (18854.640000 sec): 3 clusters
  Score: Raw -6472291.699984 + Penalty 3551.776475 = -6468739.923509
  nChanged 1048
		SP:Iteration 12Q (18854.780000 sec): 3 clusters
  Score: Raw -6472518.920296 + Penalty 3551.776475 = -6468967.143822
  nChanged 954
		SP:Iteration 13Q (18854.920000 sec): 3 clusters
  Score: Raw -6472717.828634 + Penalty 3551.776475 = -6469166.052160
  nChanged 946
		SP:Iteration 14Q (18855.060000 sec): 3 clusters
  Score: Raw -6472910.817802 + Penalty 3551.776475 = -6469359.041327
  nChanged 982
		SP:Iteration 15Q (18855.200000 sec): 3 clusters
  Score: Raw -6473120.933575 + Penalty 3551.776475 = -6469569.157100
  nChanged 1048
		SP:Iteration 16Q (18855.330000 sec): 3 clusters
  Score: Raw -6473350.300882 + Penalty 3551.776475 = -6469798.524407
  nChanged 1115
		SP:Iteration 17Q (18855.470000 sec): 3 clusters
  Score: Raw -6473609.242135 + Penalty 3551.776475 = -6470057.465661
  nChanged 1233
		SP:Iteration 18Q (18855.600000 sec): 3 clusters
  Score: Raw -6473914.179413 + Penalty 3551.776475 = -6470362.402938
  nChanged 1313
		SP:Iteration 19Q (18855.740000 sec): 3 clusters
  Score: Raw -6474268.892652 + Penalty 3551.776475 = -6470717.116178
  nChanged 1445
		SP:Iteration 20F (18855.880000 sec): 3 clusters
  Score: Raw -6474687.977595 + Penalty 3551.776475 = -6471136.201121
  nChanged 1511
		SP:Iteration 21Q (18856.010000 sec): 3 clusters
  Score: Raw -6475150.683060 + Penalty 3551.776475 = -6471598.906585
  nChanged 1553
		SP:Iteration 22Q (18856.140000 sec): 3 clusters
  Score: Raw -6475658.316998 + Penalty 3551.776475 = -6472106.540523
  nChanged 1551
		SP:Iteration 23Q (18856.270000 sec): 3 clusters
  Score: Raw -6476200.228184 + Penalty 3551.776475 = -6472648.451709
  nChanged 1534
		SP:Iteration 24Q (18856.400000 sec): 3 clusters
  Score: Raw -6476762.714905 + Penalty 3551.776475 = -6473210.938430
  nChanged 1492
		SP:Iteration 25Q (18856.530000 sec): 3 clusters
  Score: Raw -6477326.421296 + Penalty 3551.776475 = -6473774.644821
  nChanged 1373
		SP:Iteration 26Q (18856.650000 sec): 3 clusters
  Score: Raw -6477845.633436 + Penalty 3551.776475 = -6474293.856961
  nChanged 1250
		SP:Iteration 27Q (18856.780000 sec): 3 clusters
  Score: Raw -6478325.028282 + Penalty 3551.776475 = -6474773.251807
  nChanged 1035
		SP:Iteration 28Q (18856.900000 sec): 3 clusters
  Score: Raw -6478727.862989 + Penalty 3551.776475 = -6475176.086514
  nChanged 916
		SP:Iteration 29Q (18857.020000 sec): 3 clusters
  Score: Raw -6479089.427714 + Penalty 3551.776475 = -6475537.651239
  nChanged 769
		SP:Iteration 30Q (18857.130000 sec): 3 clusters
  Score: Raw -6479415.432721 + Penalty 3551.776475 = -6475863.656246
  nChanged 613
		SP:Iteration 31Q (18857.250000 sec): 3 clusters
  Score: Raw -6479683.921407 + Penalty 3551.776475 = -6476132.144932
  nChanged 474
		SP:Iteration 32Q (18857.360000 sec): 3 clusters
  Score: Raw -6479900.172895 + Penalty 3551.776475 = -6476348.396420
  nChanged 362
		SP:Iteration 33Q (18857.470000 sec): 3 clusters
  Score: Raw -6480060.180853 + Penalty 3551.776475 = -6476508.404378
  nChanged 280
		SP:Iteration 34Q (18857.580000 sec): 3 clusters
  Score: Raw -6480177.923031 + Penalty 3551.776475 = -6476626.146556
  nChanged 214
		SP:Iteration 35Q (18857.680000 sec): 3 clusters
  Score: Raw -6480263.639416 + Penalty 3551.776475 = -6476711.862942
  nChanged 171
		SP:Iteration 36Q (18857.790000 sec): 3 clusters
  Score: Raw -6480314.903896 + Penalty 3551.776475 = -6476763.127421
  nChanged 112
		SP:Iteration 37Q (18857.900000 sec): 3 clusters
  Score: Raw -6480345.174503 + Penalty 3551.776475 = -6476793.398028
  nChanged 99
		SP:Iteration 38Q (18858.000000 sec): 3 clusters
  Score: Raw -6480366.543182 + Penalty 3551.776475 = -6476814.766707
  nChanged 68
		SP:Iteration 39Q (18858.100000 sec): 3 clusters
  Score: Raw -6480381.403374 + Penalty 3551.776475 = -6476829.626899
  nChanged 59
		SP:Iteration 40F (18858.240000 sec): 3 clusters
  Score: Raw -6480393.669155 + Penalty 3551.776475 = -6476841.892680
  nChanged 55
		SP:Iteration 41Q (18858.340000 sec): 3 clusters
  Score: Raw -6480405.417431 + Penalty 3551.776475 = -6476853.640956
  nChanged 51
		SP:Iteration 42Q (18858.450000 sec): 3 clusters
  Score: Raw -6480415.590756 + Penalty 3551.776475 = -6476863.814282
  nChanged 46
		SP:Iteration 43Q (18858.550000 sec): 3 clusters
  Score: Raw -6480424.583422 + Penalty 3551.776475 = -6476872.806947
  nChanged 37
		SP:Iteration 44Q (18858.650000 sec): 3 clusters
  Score: Raw -6480430.995591 + Penalty 3551.776475 = -6476879.219116
  nChanged 29
		SP:Iteration 45Q (18858.760000 sec): 3 clusters
  Score: Raw -6480435.264936 + Penalty 3551.776475 = -6476883.488461
  nChanged 26
		SP:Iteration 46Q (18858.860000 sec): 3 clusters
  Score: Raw -6480439.866079 + Penalty 3551.776475 = -6476888.089605
  nChanged 17
		SP:Iteration 47Q (18858.960000 sec): 3 clusters
  Score: Raw -6480442.901449 + Penalty 3551.776475 = -6476891.124974
  nChanged 18
		SP:Iteration 48Q (18859.060000 sec): 3 clusters
  Score: Raw -6480446.076162 + Penalty 3551.776475 = -6476894.299687
  nChanged 24
		SP:Iteration 49Q (18859.160000 sec): 3 clusters
  Score: Raw -6480451.170922 + Penalty 3551.776475 = -6476899.394447
  nChanged 20
		SP:Iteration 50Q (18859.270000 sec): 3 clusters
  Score: Raw -6480454.494579 + Penalty 3551.776475 = -6476902.718105
  nChanged 16
		SP:Iteration 51Q (18859.370000 sec): 3 clusters
  Score: Raw -6480457.732402 + Penalty 3551.776475 = -6476905.955928
  nChanged 12
		SP:Iteration 52Q (18859.470000 sec): 3 clusters
  Score: Raw -6480459.215024 + Penalty 3551.776475 = -6476907.438550
  nChanged 5
		SP:Iteration 53Q (18859.580000 sec): 3 clusters
  Score: Raw -6480459.942083 + Penalty 3551.776475 = -6476908.165608
  nChanged 4
		SP:Iteration 54Q (18859.690000 sec): 3 clusters
  Score: Raw -6480460.650252 + Penalty 3551.776475 = -6476908.873777
  nChanged 2
		SP:Iteration 55Q (18859.790000 sec): 3 clusters
  Score: Raw -6480460.980917 + Penalty 3551.776475 = -6476909.204442
  nChanged 3
		SP:Iteration 56Q (18859.890000 sec): 3 clusters
  Score: Raw -6480461.528573 + Penalty 3551.776475 = -6476909.752098
  nChanged 4
		SP:Iteration 57Q (18860.000000 sec): 3 clusters
  Score: Raw -6480461.981423 + Penalty 3551.776475 = -6476910.204949
  nChanged 4
		SP:Iteration 58Q (18860.100000 sec): 3 clusters
  Score: Raw -6480462.397564 + Penalty 3551.776475 = -6476910.621089
  nChanged 4
		SP:Iteration 59Q (18860.200000 sec): 3 clusters
  Score: Raw -6480462.958392 + Penalty 3551.776475 = -6476911.181917
  nChanged 1
		SP:Iteration 60F (18860.340000 sec): 3 clusters
  Score: Raw -6480463.040495 + Penalty 3551.776475 = -6476911.264020
  nChanged 2
		SP:Iteration 61Q (18860.440000 sec): 3 clusters
  Score: Raw -6480463.285046 + Penalty 3551.776475 = -6476911.508571
  nChanged 1
		SP:Iteration 62Q (18860.540000 sec): 3 clusters
  Score: Raw -6480463.554981 + Penalty 3551.776475 = -6476911.778507
  nChanged 2
		SP:Iteration 63Q (18860.640000 sec): 3 clusters
  Score: Raw -6480463.917180 + Penalty 3551.776475 = -6476912.140705
  nChanged 4
		SP:Iteration 64Q (18860.750000 sec): 3 clusters
  Score: Raw -6480464.703992 + Penalty 3551.776475 = -6476912.927518
  nChanged 5
		SP:Iteration 65Q (18860.850000 sec): 3 clusters
  Score: Raw -6480465.424184 + Penalty 3551.776475 = -6476913.647709
  nChanged 6
		SP:Iteration 66Q (18860.950000 sec): 3 clusters
  Score: Raw -6480466.324636 + Penalty 3551.776475 = -6476914.548161
  nChanged 4
		SP:Iteration 67Q (18861.060000 sec): 3 clusters
  Score: Raw -6480466.807455 + Penalty 3551.776475 = -6476915.030980
  nChanged 5
		SP:Iteration 68Q (18861.160000 sec): 3 clusters
  Score: Raw -6480467.760634 + Penalty 3551.776475 = -6476915.984160
  nChanged 5
		SP:Iteration 69Q (18861.260000 sec): 3 clusters
  Score: Raw -6480468.572700 + Penalty 3551.776475 = -6476916.796225
  nChanged 5
		SP:Iteration 70Q (18861.360000 sec): 3 clusters
  Score: Raw -6480469.303970 + Penalty 3551.776475 = -6476917.527495
  nChanged 3
		SP:Iteration 71Q (18861.470000 sec): 3 clusters
  Score: Raw -6480469.632809 + Penalty 3551.776475 = -6476917.856334
  nChanged 4
		SP:Iteration 72Q (18861.570000 sec): 3 clusters
  Score: Raw -6480470.214208 + Penalty 3551.776475 = -6476918.437733
  nChanged 4
		SP:Iteration 73Q (18861.680000 sec): 3 clusters
  Score: Raw -6480470.589114 + Penalty 3551.776475 = -6476918.812639
  nChanged 4
		SP:Iteration 74Q (18861.780000 sec): 3 clusters
  Score: Raw -6480470.979845 + Penalty 3551.776475 = -6476919.203370
  nChanged 3
		SP:Iteration 75Q (18861.880000 sec): 3 clusters
  Score: Raw -6480471.438623 + Penalty 3551.776475 = -6476919.662148
  nChanged 3
		SP:Iteration 76Q (18861.990000 sec): 3 clusters
  Score: Raw -6480471.830844 + Penalty 3551.776475 = -6476920.054369
  nChanged 2
		SP:Iteration 77Q (18862.090000 sec): 3 clusters
  Score: Raw -6480472.160433 + Penalty 3551.776475 = -6476920.383958
  nChanged 3
		SP:Iteration 78Q (18862.200000 sec): 3 clusters
  Score: Raw -6480472.423127 + Penalty 3551.776475 = -6476920.646652
  nChanged 2
		SP:Iteration 79Q (18862.300000 sec): 3 clusters
  Score: Raw -6480472.647984 + Penalty 3551.776475 = -6476920.871509
  nChanged 1
		SP:Iteration 80F (18862.440000 sec): 3 clusters
  Score: Raw -6480472.766430 + Penalty 3551.776475 = -6476920.989955
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 24 (105699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18862.700000 sec): 2 clusters
  Score: Raw -12107443.312487 + Penalty 1879.856991 = -12105563.455497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18862.960000 sec): 3 clusters
  Score: Raw -12038658.120922 + Penalty 3759.713981 = -12034898.406941
  nChanged 50568
		SP:Iteration 1F (18863.220000 sec): 3 clusters
  Score: Raw -12069499.473709 + Penalty 3759.713981 = -12065739.759728
  nChanged 4894
		SP:Iteration 2Q (18863.490000 sec): 3 clusters
  Score: Raw -12071347.353099 + Penalty 3759.713981 = -12067587.639118
  nChanged 5724
		SP:Iteration 3F (18863.750000 sec): 3 clusters
  Score: Raw -12073978.608120 + Penalty 3759.713981 = -12070218.894139
  nChanged 6647
		SP:Iteration 4F (18864.020000 sec): 3 clusters
  Score: Raw -12077673.778200 + Penalty 3759.713981 = -12073914.064218
  nChanged 7364
		SP:Iteration 5F (18864.270000 sec): 3 clusters
  Score: Raw -12082509.189539 + Penalty 3759.713981 = -12078749.475558
  nChanged 7568
		SP:Iteration 6F (18864.540000 sec): 3 clusters
  Score: Raw -12087971.190984 + Penalty 3759.713981 = -12084211.477002
  nChanged 6912
		SP:Iteration 7F (18864.800000 sec): 3 clusters
  Score: Raw -12093297.100516 + Penalty 3759.713981 = -12089537.386535
  nChanged 5846
		SP:Iteration 8F (18865.060000 sec): 3 clusters
  Score: Raw -12097936.549213 + Penalty 3759.713981 = -12094176.835232
  nChanged 4598
		SP:Iteration 9Q (18865.320000 sec): 3 clusters
  Score: Raw -12101728.942451 + Penalty 3759.713981 = -12097969.228470
  nChanged 3301
		SP:Iteration 10Q (18865.580000 sec): 3 clusters
  Score: Raw -12104528.014801 + Penalty 3759.713981 = -12100768.300820
  nChanged 1970
		SP:Iteration 11Q (18865.830000 sec): 3 clusters
  Score: Raw -12106169.368638 + Penalty 3759.713981 = -12102409.654657
  nChanged 995
		SP:Iteration 12Q (18866.060000 sec): 3 clusters
  Score: Raw -12106946.786076 + Penalty 3759.713981 = -12103187.072095
  nChanged 474
		SP:Iteration 13Q (18866.270000 sec): 3 clusters
  Score: Raw -12107306.633095 + Penalty 3759.713981 = -12103546.919114
  nChanged 215
		SP:Iteration 14Q (18866.470000 sec): 3 clusters
  Score: Raw -12107473.557378 + Penalty 3759.713981 = -12103713.843396
  nChanged 100
		SP:Iteration 15Q (18866.660000 sec): 3 clusters
  Score: Raw -12107547.147884 + Penalty 3759.713981 = -12103787.433903
  nChanged 62
		SP:Iteration 16Q (18866.850000 sec): 3 clusters
  Score: Raw -12107596.018779 + Penalty 3759.713981 = -12103836.304798
  nChanged 45
		SP:Iteration 17Q (18867.040000 sec): 3 clusters
  Score: Raw -12107629.597017 + Penalty 3759.713981 = -12103869.883036
  nChanged 37
		SP:Iteration 18Q (18867.230000 sec): 3 clusters
  Score: Raw -12107656.362281 + Penalty 3759.713981 = -12103896.648300
  nChanged 22
		SP:Iteration 19Q (18867.420000 sec): 3 clusters
  Score: Raw -12107675.234414 + Penalty 3759.713981 = -12103915.520432
  nChanged 19
		SP:Iteration 20F (18867.670000 sec): 3 clusters
  Score: Raw -12107693.038096 + Penalty 3759.713981 = -12103933.324114
  nChanged 23
		SP:Iteration 21Q (18867.860000 sec): 3 clusters
  Score: Raw -12107713.937835 + Penalty 3759.713981 = -12103954.223854
  nChanged 18
		SP:Iteration 22Q (18868.040000 sec): 3 clusters
  Score: Raw -12107727.330589 + Penalty 3759.713981 = -12103967.616608
  nChanged 15
		SP:Iteration 23Q (18868.230000 sec): 3 clusters
  Score: Raw -12107739.466052 + Penalty 3759.713981 = -12103979.752070
  nChanged 9
		SP:Iteration 24Q (18868.410000 sec): 3 clusters
  Score: Raw -12107745.092884 + Penalty 3759.713981 = -12103985.378903
  nChanged 6
		SP:Iteration 25Q (18868.600000 sec): 3 clusters
  Score: Raw -12107752.346360 + Penalty 3759.713981 = -12103992.632379
  nChanged 7
		SP:Iteration 26Q (18868.780000 sec): 3 clusters
  Score: Raw -12107759.476509 + Penalty 3759.713981 = -12103999.762527
  nChanged 7
		SP:Iteration 27Q (18868.960000 sec): 3 clusters
  Score: Raw -12107764.558304 + Penalty 3759.713981 = -12104004.844323
  nChanged 4
		SP:Iteration 28Q (18869.150000 sec): 3 clusters
  Score: Raw -12107766.252161 + Penalty 3759.713981 = -12104006.538180
  nChanged 1
		SP:Iteration 29Q (18869.330000 sec): 3 clusters
  Score: Raw -12107766.442297 + Penalty 3759.713981 = -12104006.728316
  nChanged 0
		SP:Iteration 30F (18869.590000 sec): 3 clusters
  Score: Raw -12107766.442297 + Penalty 3759.713981 = -12104006.728316
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 25 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18869.650000 sec): 2 clusters
  Score: Raw -490710.218428 + Penalty 1367.535542 = -489342.682886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18869.660000 sec): 3 clusters
  Score: Raw -488419.813072 + Penalty 2735.071084 = -485684.741988
  nChanged 1802
		SP:Iteration 1F (18869.670000 sec): 3 clusters
  Score: Raw -489418.638420 + Penalty 2735.071084 = -486683.567336
  nChanged 314
		SP:Iteration 2F (18869.680000 sec): 3 clusters
  Score: Raw -489589.233712 + Penalty 2735.071084 = -486854.162628
  nChanged 235
		SP:Iteration 3F (18869.690000 sec): 3 clusters
  Score: Raw -489717.488372 + Penalty 2735.071084 = -486982.417288
  nChanged 187
		SP:Iteration 4Q (18869.700000 sec): 3 clusters
  Score: Raw -489811.651422 + Penalty 2735.071084 = -487076.580338
  nChanged 164
		SP:Iteration 5Q (18869.710000 sec): 3 clusters
  Score: Raw -489913.707551 + Penalty 2735.071084 = -487178.636467
  nChanged 158
		SP:Iteration 6Q (18869.720000 sec): 3 clusters
  Score: Raw -490021.551099 + Penalty 2735.071084 = -487286.480015
  nChanged 148
		SP:Iteration 7Q (18869.730000 sec): 3 clusters
  Score: Raw -490115.563411 + Penalty 2735.071084 = -487380.492327
  nChanged 148
		SP:Iteration 8Q (18869.740000 sec): 3 clusters
  Score: Raw -490213.096873 + Penalty 2735.071084 = -487478.025788
  nChanged 154
		SP:Iteration 9Q (18869.750000 sec): 3 clusters
  Score: Raw -490327.848347 + Penalty 2735.071084 = -487592.777263
  nChanged 179
		SP:Iteration 10Q (18869.760000 sec): 3 clusters
  Score: Raw -490489.746504 + Penalty 2735.071084 = -487754.675420
  nChanged 214
		SP:Iteration 11Q (18869.770000 sec): 3 clusters
  Score: Raw -490749.922563 + Penalty 2735.071084 = -488014.851479
  nChanged 240
		SP:Iteration 12F (18869.780000 sec): 3 clusters
  Score: Raw -491105.917546 + Penalty 2735.071084 = -488370.846462
  nChanged 222
		SP:Iteration 13Q (18869.800000 sec): 3 clusters
  Score: Raw -491447.785917 + Penalty 2735.071084 = -488712.714833
  nChanged 192
		SP:Iteration 14Q (18869.800000 sec): 3 clusters
  Score: Raw -491696.748126 + Penalty 2735.071084 = -488961.677042
  nChanged 120
		SP:Iteration 15Q (18869.810000 sec): 3 clusters
  Score: Raw -491823.067879 + Penalty 2735.071084 = -489087.996795
  nChanged 68
		SP:Iteration 16Q (18869.820000 sec): 3 clusters
  Score: Raw -491867.352498 + Penalty 2735.071084 = -489132.281414
  nChanged 38
		SP:Iteration 17Q (18869.830000 sec): 3 clusters
  Score: Raw -491885.371891 + Penalty 2735.071084 = -489150.300807
  nChanged 22
		SP:Iteration 18Q (18869.840000 sec): 3 clusters
  Score: Raw -491893.713349 + Penalty 2735.071084 = -489158.642265
  nChanged 10
		SP:Iteration 19Q (18869.850000 sec): 3 clusters
  Score: Raw -491897.754159 + Penalty 2735.071084 = -489162.683074
  nChanged 7
		SP:Iteration 20F (18869.860000 sec): 3 clusters
  Score: Raw -491900.910593 + Penalty 2735.071084 = -489165.839509
  nChanged 7
		SP:Iteration 21Q (18869.870000 sec): 3 clusters
  Score: Raw -491904.962111 + Penalty 2735.071084 = -489169.891027
  nChanged 4
		SP:Iteration 22Q (18869.880000 sec): 3 clusters
  Score: Raw -491906.289667 + Penalty 2735.071084 = -489171.218582
  nChanged 4
		SP:Iteration 23Q (18869.890000 sec): 3 clusters
  Score: Raw -491907.768773 + Penalty 2735.071084 = -489172.697689
  nChanged 3
		SP:Iteration 24Q (18869.890000 sec): 3 clusters
  Score: Raw -491908.487313 + Penalty 2735.071084 = -489173.416229
  nChanged 3
		SP:Iteration 25Q (18869.900000 sec): 3 clusters
  Score: Raw -491909.158911 + Penalty 2735.071084 = -489174.087827
  nChanged 6
		SP:Iteration 26Q (18869.910000 sec): 3 clusters
  Score: Raw -491912.771618 + Penalty 2735.071084 = -489177.700534
  nChanged 8
		SP:Iteration 27Q (18869.920000 sec): 3 clusters
  Score: Raw -491916.001952 + Penalty 2735.071084 = -489180.930868
  nChanged 4
		SP:Iteration 28Q (18869.930000 sec): 3 clusters
  Score: Raw -491917.419819 + Penalty 2735.071084 = -489182.348735
  nChanged 7
		SP:Iteration 29Q (18869.940000 sec): 3 clusters
  Score: Raw -491919.715520 + Penalty 2735.071084 = -489184.644436
  nChanged 3
		SP:Iteration 30Q (18869.950000 sec): 3 clusters
  Score: Raw -491920.696112 + Penalty 2735.071084 = -489185.625028
  nChanged 5
		SP:Iteration 31Q (18869.960000 sec): 3 clusters
  Score: Raw -491921.725204 + Penalty 2735.071084 = -489186.654119
  nChanged 2
		SP:Iteration 32Q (18869.970000 sec): 3 clusters
  Score: Raw -491922.155814 + Penalty 2735.071084 = -489187.084730
  nChanged 2
		SP:Iteration 33Q (18869.970000 sec): 3 clusters
  Score: Raw -491922.991841 + Penalty 2735.071084 = -489187.920757
  nChanged 5
		SP:Iteration 34Q (18869.980000 sec): 3 clusters
  Score: Raw -491924.699987 + Penalty 2735.071084 = -489189.628903
  nChanged 6
		SP:Iteration 35Q (18869.990000 sec): 3 clusters
  Score: Raw -491925.998923 + Penalty 2735.071084 = -489190.927839
  nChanged 3
		SP:Iteration 36Q (18870.000000 sec): 3 clusters
  Score: Raw -491926.914302 + Penalty 2735.071084 = -489191.843218
  nChanged 9
		SP:Iteration 37Q (18870.010000 sec): 3 clusters
  Score: Raw -491930.112997 + Penalty 2735.071084 = -489195.041913
  nChanged 7
		SP:Iteration 38Q (18870.010000 sec): 3 clusters
  Score: Raw -491932.802477 + Penalty 2735.071084 = -489197.731393
  nChanged 5
		SP:Iteration 39Q (18870.030000 sec): 3 clusters
  Score: Raw -491934.189253 + Penalty 2735.071084 = -489199.118169
  nChanged 4
		SP:Iteration 40F (18870.030000 sec): 3 clusters
  Score: Raw -491935.411601 + Penalty 2735.071084 = -489200.340517
  nChanged 5
		SP:Iteration 41Q (18870.040000 sec): 3 clusters
  Score: Raw -491937.437955 + Penalty 2735.071084 = -489202.366871
  nChanged 6
		SP:Iteration 42Q (18870.050000 sec): 3 clusters
  Score: Raw -491940.668565 + Penalty 2735.071084 = -489205.597480
  nChanged 8
		SP:Iteration 43Q (18870.060000 sec): 3 clusters
  Score: Raw -491942.990116 + Penalty 2735.071084 = -489207.919032
  nChanged 5
		SP:Iteration 44Q (18870.070000 sec): 3 clusters
  Score: Raw -491944.647134 + Penalty 2735.071084 = -489209.576050
  nChanged 3
		SP:Iteration 45Q (18870.080000 sec): 3 clusters
  Score: Raw -491945.770068 + Penalty 2735.071084 = -489210.698984
  nChanged 1
		SP:Iteration 46Q (18870.090000 sec): 3 clusters
  Score: Raw -491946.347230 + Penalty 2735.071084 = -489211.276146
  nChanged 1
		SP:Iteration 47Q (18870.090000 sec): 3 clusters
  Score: Raw -491947.020082 + Penalty 2735.071084 = -489211.948998
  nChanged 1
		SP:Iteration 48Q (18870.100000 sec): 3 clusters
  Score: Raw -491947.420143 + Penalty 2735.071084 = -489212.349059
  nChanged 1
		SP:Iteration 49Q (18870.110000 sec): 3 clusters
  Score: Raw -491947.630284 + Penalty 2735.071084 = -489212.559200
  nChanged 0
		SP:Iteration 50F (18870.120000 sec): 3 clusters
  Score: Raw -491947.630284 + Penalty 2735.071084 = -489212.559200
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 26 (12716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18870.160000 sec): 2 clusters
  Score: Raw -1498789.753539 + Penalty 1535.725152 = -1497254.028387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18870.190000 sec): 3 clusters
  Score: Raw -1491401.304220 + Penalty 3071.450305 = -1488329.853915
  nChanged 5556
		SP:Iteration 1F (18870.220000 sec): 3 clusters
  Score: Raw -1494367.287940 + Penalty 3071.450305 = -1491295.837635
  nChanged 720
		SP:Iteration 2F (18870.250000 sec): 3 clusters
  Score: Raw -1494679.872770 + Penalty 3071.450305 = -1491608.422465
  nChanged 675
		SP:Iteration 3F (18870.280000 sec): 3 clusters
  Score: Raw -1494985.617255 + Penalty 3071.450305 = -1491914.166950
  nChanged 659
		SP:Iteration 4F (18870.310000 sec): 3 clusters
  Score: Raw -1495287.258351 + Penalty 3071.450305 = -1492215.808047
  nChanged 607
		SP:Iteration 5Q (18870.340000 sec): 3 clusters
  Score: Raw -1495538.317691 + Penalty 3071.450305 = -1492466.867386
  nChanged 554
		SP:Iteration 6Q (18870.370000 sec): 3 clusters
  Score: Raw -1495758.379525 + Penalty 3071.450305 = -1492686.929221
  nChanged 491
		SP:Iteration 7Q (18870.400000 sec): 3 clusters
  Score: Raw -1495977.451698 + Penalty 3071.450305 = -1492906.001393
  nChanged 506
		SP:Iteration 8Q (18870.430000 sec): 3 clusters
  Score: Raw -1496193.944884 + Penalty 3071.450305 = -1493122.494580
  nChanged 460
		SP:Iteration 9Q (18870.450000 sec): 3 clusters
  Score: Raw -1496386.895753 + Penalty 3071.450305 = -1493315.445449
  nChanged 429
		SP:Iteration 10Q (18870.490000 sec): 3 clusters
  Score: Raw -1496560.235174 + Penalty 3071.450305 = -1493488.784869
  nChanged 372
		SP:Iteration 11Q (18870.510000 sec): 3 clusters
  Score: Raw -1496695.027393 + Penalty 3071.450305 = -1493623.577088
  nChanged 326
		SP:Iteration 12Q (18870.550000 sec): 3 clusters
  Score: Raw -1496813.264345 + Penalty 3071.450305 = -1493741.814041
  nChanged 299
		SP:Iteration 13Q (18870.570000 sec): 3 clusters
  Score: Raw -1496926.629600 + Penalty 3071.450305 = -1493855.179296
  nChanged 269
		SP:Iteration 14Q (18870.610000 sec): 3 clusters
  Score: Raw -1497028.884934 + Penalty 3071.450305 = -1493957.434629
  nChanged 247
		SP:Iteration 15Q (18870.630000 sec): 3 clusters
  Score: Raw -1497113.495404 + Penalty 3071.450305 = -1494042.045100
  nChanged 213
		SP:Iteration 16Q (18870.660000 sec): 3 clusters
  Score: Raw -1497184.516914 + Penalty 3071.450305 = -1494113.066609
  nChanged 210
		SP:Iteration 17Q (18870.690000 sec): 3 clusters
  Score: Raw -1497271.835088 + Penalty 3071.450305 = -1494200.384784
  nChanged 233
		SP:Iteration 18Q (18870.720000 sec): 3 clusters
  Score: Raw -1497390.346038 + Penalty 3071.450305 = -1494318.895733
  nChanged 255
		SP:Iteration 19Q (18870.750000 sec): 3 clusters
  Score: Raw -1497527.186835 + Penalty 3071.450305 = -1494455.736530
  nChanged 230
		SP:Iteration 20F (18870.780000 sec): 3 clusters
  Score: Raw -1497653.693843 + Penalty 3071.450305 = -1494582.243539
  nChanged 222
		SP:Iteration 21Q (18870.810000 sec): 3 clusters
  Score: Raw -1497783.213057 + Penalty 3071.450305 = -1494711.762752
  nChanged 199
		SP:Iteration 22Q (18870.830000 sec): 3 clusters
  Score: Raw -1497916.122178 + Penalty 3071.450305 = -1494844.671873
  nChanged 194
		SP:Iteration 23Q (18870.860000 sec): 3 clusters
  Score: Raw -1498046.573508 + Penalty 3071.450305 = -1494975.123203
  nChanged 197
		SP:Iteration 24Q (18870.890000 sec): 3 clusters
  Score: Raw -1498178.209655 + Penalty 3071.450305 = -1495106.759351
  nChanged 173
		SP:Iteration 25Q (18870.910000 sec): 3 clusters
  Score: Raw -1498287.476056 + Penalty 3071.450305 = -1495216.025752
  nChanged 143
		SP:Iteration 26Q (18870.940000 sec): 3 clusters
  Score: Raw -1498389.246130 + Penalty 3071.450305 = -1495317.795825
  nChanged 131
		SP:Iteration 27Q (18870.960000 sec): 3 clusters
  Score: Raw -1498473.332174 + Penalty 3071.450305 = -1495401.881870
  nChanged 109
		SP:Iteration 28Q (18870.990000 sec): 3 clusters
  Score: Raw -1498532.280588 + Penalty 3071.450305 = -1495460.830283
  nChanged 90
		SP:Iteration 29Q (18871.010000 sec): 3 clusters
  Score: Raw -1498587.451488 + Penalty 3071.450305 = -1495516.001183
  nChanged 76
		SP:Iteration 30Q (18871.030000 sec): 3 clusters
  Score: Raw -1498630.428179 + Penalty 3071.450305 = -1495558.977875
  nChanged 68
		SP:Iteration 31Q (18871.060000 sec): 3 clusters
  Score: Raw -1498665.060744 + Penalty 3071.450305 = -1495593.610439
  nChanged 51
		SP:Iteration 32Q (18871.080000 sec): 3 clusters
  Score: Raw -1498693.376092 + Penalty 3071.450305 = -1495621.925787
  nChanged 46
		SP:Iteration 33Q (18871.100000 sec): 3 clusters
  Score: Raw -1498715.418552 + Penalty 3071.450305 = -1495643.968247
  nChanged 45
		SP:Iteration 34Q (18871.130000 sec): 3 clusters
  Score: Raw -1498739.005510 + Penalty 3071.450305 = -1495667.555205
  nChanged 51
		SP:Iteration 35Q (18871.150000 sec): 3 clusters
  Score: Raw -1498770.841694 + Penalty 3071.450305 = -1495699.391389
  nChanged 37
		SP:Iteration 36Q (18871.170000 sec): 3 clusters
  Score: Raw -1498792.599367 + Penalty 3071.450305 = -1495721.149062
  nChanged 33
		SP:Iteration 37Q (18871.190000 sec): 3 clusters
  Score: Raw -1498811.144360 + Penalty 3071.450305 = -1495739.694055
  nChanged 34
		SP:Iteration 38Q (18871.210000 sec): 3 clusters
  Score: Raw -1498833.288407 + Penalty 3071.450305 = -1495761.838103
  nChanged 30
		SP:Iteration 39Q (18871.240000 sec): 3 clusters
  Score: Raw -1498848.875840 + Penalty 3071.450305 = -1495777.425535
  nChanged 26
		SP:Iteration 40F (18871.270000 sec): 3 clusters
  Score: Raw -1498867.685485 + Penalty 3071.450305 = -1495796.235180
  nChanged 25
		SP:Iteration 41Q (18871.290000 sec): 3 clusters
  Score: Raw -1498883.946031 + Penalty 3071.450305 = -1495812.495726
  nChanged 22
		SP:Iteration 42Q (18871.310000 sec): 3 clusters
  Score: Raw -1498901.100143 + Penalty 3071.450305 = -1495829.649838
  nChanged 17
		SP:Iteration 43Q (18871.330000 sec): 3 clusters
  Score: Raw -1498914.563871 + Penalty 3071.450305 = -1495843.113566
  nChanged 16
		SP:Iteration 44Q (18871.350000 sec): 3 clusters
  Score: Raw -1498924.438687 + Penalty 3071.450305 = -1495852.988382
  nChanged 11
		SP:Iteration 45Q (18871.370000 sec): 3 clusters
  Score: Raw -1498931.330376 + Penalty 3071.450305 = -1495859.880071
  nChanged 9
		SP:Iteration 46Q (18871.400000 sec): 3 clusters
  Score: Raw -1498935.914862 + Penalty 3071.450305 = -1495864.464557
  nChanged 7
		SP:Iteration 47Q (18871.420000 sec): 3 clusters
  Score: Raw -1498939.049703 + Penalty 3071.450305 = -1495867.599398
  nChanged 1
		SP:Iteration 48Q (18871.440000 sec): 3 clusters
  Score: Raw -1498939.240099 + Penalty 3071.450305 = -1495867.789794
  nChanged 0
		SP:Iteration 49F (18871.470000 sec): 3 clusters
  Score: Raw -1498939.240099 + Penalty 3071.450305 = -1495867.789794
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 27 (97065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18871.730000 sec): 2 clusters
  Score: Raw -11331389.962786 + Penalty 1866.009622 = -11329523.953163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18871.970000 sec): 3 clusters
  Score: Raw -11268334.679507 + Penalty 3732.019244 = -11264602.660263
  nChanged 46428
		SP:Iteration 1F (18872.210000 sec): 3 clusters
  Score: Raw -11295147.441069 + Penalty 3732.019244 = -11291415.421825
  nChanged 3300
		SP:Iteration 2Q (18872.460000 sec): 3 clusters
  Score: Raw -11295998.743263 + Penalty 3732.019244 = -11292266.724018
  nChanged 3742
		SP:Iteration 3Q (18872.710000 sec): 3 clusters
  Score: Raw -11297194.942464 + Penalty 3732.019244 = -11293462.923220
  nChanged 4530
		SP:Iteration 4Q (18872.950000 sec): 3 clusters
  Score: Raw -11299067.723569 + Penalty 3732.019244 = -11295335.704324
  nChanged 5662
		SP:Iteration 5F (18873.190000 sec): 3 clusters
  Score: Raw -11302099.739063 + Penalty 3732.019244 = -11298367.719819
  nChanged 6700
		SP:Iteration 6F (18873.430000 sec): 3 clusters
  Score: Raw -11306318.051640 + Penalty 3732.019244 = -11302586.032396
  nChanged 7109
		SP:Iteration 7F (18873.670000 sec): 3 clusters
  Score: Raw -11311520.208183 + Penalty 3732.019244 = -11307788.188939
  nChanged 6931
		SP:Iteration 8F (18873.910000 sec): 3 clusters
  Score: Raw -11317125.911851 + Penalty 3732.019244 = -11313393.892607
  nChanged 6044
		SP:Iteration 9F (18874.150000 sec): 3 clusters
  Score: Raw -11322297.090957 + Penalty 3732.019244 = -11318565.071713
  nChanged 4604
		SP:Iteration 10Q (18874.390000 sec): 3 clusters
  Score: Raw -11326309.715620 + Penalty 3732.019244 = -11322577.696376
  nChanged 3015
		SP:Iteration 11Q (18874.630000 sec): 3 clusters
  Score: Raw -11328929.027513 + Penalty 3732.019244 = -11325197.008269
  nChanged 1671
		SP:Iteration 12Q (18874.840000 sec): 3 clusters
  Score: Raw -11330344.172724 + Penalty 3732.019244 = -11326612.153480
  nChanged 816
		SP:Iteration 13Q (18875.040000 sec): 3 clusters
  Score: Raw -11331057.960120 + Penalty 3732.019244 = -11327325.940875
  nChanged 382
		SP:Iteration 14Q (18875.230000 sec): 3 clusters
  Score: Raw -11331430.813232 + Penalty 3732.019244 = -11327698.793987
  nChanged 204
		SP:Iteration 15Q (18875.400000 sec): 3 clusters
  Score: Raw -11331621.309155 + Penalty 3732.019244 = -11327889.289911
  nChanged 119
		SP:Iteration 16Q (18875.570000 sec): 3 clusters
  Score: Raw -11331721.554700 + Penalty 3732.019244 = -11327989.535456
  nChanged 83
		SP:Iteration 17Q (18875.740000 sec): 3 clusters
  Score: Raw -11331783.525367 + Penalty 3732.019244 = -11328051.506123
  nChanged 59
		SP:Iteration 18Q (18875.910000 sec): 3 clusters
  Score: Raw -11331820.103208 + Penalty 3732.019244 = -11328088.083964
  nChanged 48
		SP:Iteration 19Q (18876.070000 sec): 3 clusters
  Score: Raw -11331853.019465 + Penalty 3732.019244 = -11328121.000221
  nChanged 44
		SP:Iteration 20F (18876.310000 sec): 3 clusters
  Score: Raw -11331882.785229 + Penalty 3732.019244 = -11328150.765985
  nChanged 39
		SP:Iteration 21Q (18876.480000 sec): 3 clusters
  Score: Raw -11331906.112619 + Penalty 3732.019244 = -11328174.093375
  nChanged 29
		SP:Iteration 22Q (18876.650000 sec): 3 clusters
  Score: Raw -11331922.109039 + Penalty 3732.019244 = -11328190.089795
  nChanged 24
		SP:Iteration 23Q (18876.810000 sec): 3 clusters
  Score: Raw -11331935.976255 + Penalty 3732.019244 = -11328203.957011
  nChanged 16
		SP:Iteration 24Q (18876.980000 sec): 3 clusters
  Score: Raw -11331942.179035 + Penalty 3732.019244 = -11328210.159791
  nChanged 18
		SP:Iteration 25Q (18877.140000 sec): 3 clusters
  Score: Raw -11331950.599278 + Penalty 3732.019244 = -11328218.580034
  nChanged 16
		SP:Iteration 26Q (18877.310000 sec): 3 clusters
  Score: Raw -11331956.598321 + Penalty 3732.019244 = -11328224.579076
  nChanged 13
		SP:Iteration 27Q (18877.470000 sec): 3 clusters
  Score: Raw -11331961.709501 + Penalty 3732.019244 = -11328229.690257
  nChanged 10
		SP:Iteration 28Q (18877.640000 sec): 3 clusters
  Score: Raw -11331966.784278 + Penalty 3732.019244 = -11328234.765034
  nChanged 8
		SP:Iteration 29Q (18877.810000 sec): 3 clusters
  Score: Raw -11331969.964791 + Penalty 3732.019244 = -11328237.945547
  nChanged 5
		SP:Iteration 30Q (18877.970000 sec): 3 clusters
  Score: Raw -11331972.689547 + Penalty 3732.019244 = -11328240.670303
  nChanged 6
		SP:Iteration 31Q (18878.130000 sec): 3 clusters
  Score: Raw -11331976.028789 + Penalty 3732.019244 = -11328244.009545
  nChanged 4
		SP:Iteration 32Q (18878.300000 sec): 3 clusters
  Score: Raw -11331976.992857 + Penalty 3732.019244 = -11328244.973613
  nChanged 2
		SP:Iteration 33Q (18878.460000 sec): 3 clusters
  Score: Raw -11331978.070392 + Penalty 3732.019244 = -11328246.051148
  nChanged 5
		SP:Iteration 34Q (18878.630000 sec): 3 clusters
  Score: Raw -11331979.678591 + Penalty 3732.019244 = -11328247.659347
  nChanged 1
		SP:Iteration 35Q (18878.790000 sec): 3 clusters
  Score: Raw -11331980.544181 + Penalty 3732.019244 = -11328248.524937
  nChanged 2
		SP:Iteration 36Q (18878.960000 sec): 3 clusters
  Score: Raw -11331981.757142 + Penalty 3732.019244 = -11328249.737898
  nChanged 4
		SP:Iteration 37Q (18879.120000 sec): 3 clusters
  Score: Raw -11331983.170245 + Penalty 3732.019244 = -11328251.151001
  nChanged 3
		SP:Iteration 38Q (18879.290000 sec): 3 clusters
  Score: Raw -11331985.373831 + Penalty 3732.019244 = -11328253.354587
  nChanged 8
		SP:Iteration 39Q (18879.450000 sec): 3 clusters
  Score: Raw -11331989.189385 + Penalty 3732.019244 = -11328257.170141
  nChanged 7
		SP:Iteration 40F (18879.690000 sec): 3 clusters
  Score: Raw -11331991.991159 + Penalty 3732.019244 = -11328259.971915
  nChanged 4
		SP:Iteration 41Q (18879.850000 sec): 3 clusters
  Score: Raw -11331993.566310 + Penalty 3732.019244 = -11328261.547065
  nChanged 6
		SP:Iteration 42Q (18880.020000 sec): 3 clusters
  Score: Raw -11331995.965409 + Penalty 3732.019244 = -11328263.946165
  nChanged 2
		SP:Iteration 43Q (18880.180000 sec): 3 clusters
  Score: Raw -11331996.936488 + Penalty 3732.019244 = -11328264.917244
  nChanged 4
		SP:Iteration 44Q (18880.350000 sec): 3 clusters
  Score: Raw -11331998.499344 + Penalty 3732.019244 = -11328266.480100
  nChanged 11
		SP:Iteration 45Q (18880.510000 sec): 3 clusters
  Score: Raw -11332004.853832 + Penalty 3732.019244 = -11328272.834588
  nChanged 9
		SP:Iteration 46Q (18880.680000 sec): 3 clusters
  Score: Raw -11332007.626729 + Penalty 3732.019244 = -11328275.607485
  nChanged 6
		SP:Iteration 47Q (18880.850000 sec): 3 clusters
  Score: Raw -11332009.320457 + Penalty 3732.019244 = -11328277.301213
  nChanged 3
		SP:Iteration 48Q (18881.010000 sec): 3 clusters
  Score: Raw -11332010.303861 + Penalty 3732.019244 = -11328278.284617
  nChanged 5
		SP:Iteration 49Q (18881.170000 sec): 3 clusters
  Score: Raw -11332012.438615 + Penalty 3732.019244 = -11328280.419371
  nChanged 3
		SP:Iteration 50Q (18881.340000 sec): 3 clusters
  Score: Raw -11332014.096019 + Penalty 3732.019244 = -11328282.076775
  nChanged 5
		SP:Iteration 51Q (18881.510000 sec): 3 clusters
  Score: Raw -11332017.428246 + Penalty 3732.019244 = -11328285.409002
  nChanged 8
		SP:Iteration 52Q (18881.670000 sec): 3 clusters
  Score: Raw -11332021.596851 + Penalty 3732.019244 = -11328289.577607
  nChanged 10
		SP:Iteration 53Q (18881.830000 sec): 3 clusters
  Score: Raw -11332026.905344 + Penalty 3732.019244 = -11328294.886099
  nChanged 4
		SP:Iteration 54Q (18882.000000 sec): 3 clusters
  Score: Raw -11332029.433576 + Penalty 3732.019244 = -11328297.414332
  nChanged 7
		SP:Iteration 55Q (18882.160000 sec): 3 clusters
  Score: Raw -11332032.363274 + Penalty 3732.019244 = -11328300.344030
  nChanged 7
		SP:Iteration 56Q (18882.330000 sec): 3 clusters
  Score: Raw -11332038.226390 + Penalty 3732.019244 = -11328306.207145
  nChanged 8
		SP:Iteration 57Q (18882.490000 sec): 3 clusters
  Score: Raw -11332042.989048 + Penalty 3732.019244 = -11328310.969804
  nChanged 6
		SP:Iteration 58Q (18882.660000 sec): 3 clusters
  Score: Raw -11332045.570923 + Penalty 3732.019244 = -11328313.551679
  nChanged 5
		SP:Iteration 59Q (18882.820000 sec): 3 clusters
  Score: Raw -11332046.823248 + Penalty 3732.019244 = -11328314.804004
  nChanged 4
		SP:Iteration 60F (18883.060000 sec): 3 clusters
  Score: Raw -11332048.151340 + Penalty 3732.019244 = -11328316.132096
  nChanged 2
		SP:Iteration 61Q (18883.220000 sec): 3 clusters
  Score: Raw -11332049.277204 + Penalty 3732.019244 = -11328317.257960
  nChanged 1
		SP:Iteration 62Q (18883.390000 sec): 3 clusters
  Score: Raw -11332050.159168 + Penalty 3732.019244 = -11328318.139923
  nChanged 1
		SP:Iteration 63Q (18883.550000 sec): 3 clusters
  Score: Raw -11332050.768064 + Penalty 3732.019244 = -11328318.748820
  nChanged 2
		SP:Iteration 64Q (18883.710000 sec): 3 clusters
  Score: Raw -11332051.185962 + Penalty 3732.019244 = -11328319.166718
  nChanged 1
		SP:Iteration 65Q (18883.880000 sec): 3 clusters
  Score: Raw -11332051.671659 + Penalty 3732.019244 = -11328319.652415
  nChanged 1
		SP:Iteration 66Q (18884.040000 sec): 3 clusters
  Score: Raw -11332051.876480 + Penalty 3732.019244 = -11328319.857236
  nChanged 1
		SP:Iteration 67Q (18884.210000 sec): 3 clusters
  Score: Raw -11332052.139555 + Penalty 3732.019244 = -11328320.120311
  nChanged 0
		SP:Iteration 68F (18884.440000 sec): 3 clusters
  Score: Raw -11332052.139555 + Penalty 3732.019244 = -11328320.120311
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 28 (17641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18884.520000 sec): 2 clusters
  Score: Raw -2051078.758830 + Penalty 1588.921915 = -2049489.836915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18884.570000 sec): 3 clusters
  Score: Raw -2040507.568474 + Penalty 3177.843831 = -2037329.724644
  nChanged 7949
		SP:Iteration 1F (18884.610000 sec): 3 clusters
  Score: Raw -2044863.515269 + Penalty 3177.843831 = -2041685.671438
  nChanged 974
		SP:Iteration 2F (18884.650000 sec): 3 clusters
  Score: Raw -2045278.436058 + Penalty 3177.843831 = -2042100.592227
  nChanged 878
		SP:Iteration 3Q (18884.690000 sec): 3 clusters
  Score: Raw -2045653.296006 + Penalty 3177.843831 = -2042475.452175
  nChanged 845
		SP:Iteration 4Q (18884.730000 sec): 3 clusters
  Score: Raw -2046053.680728 + Penalty 3177.843831 = -2042875.836898
  nChanged 840
		SP:Iteration 5Q (18884.780000 sec): 3 clusters
  Score: Raw -2046405.754116 + Penalty 3177.843831 = -2043227.910286
  nChanged 729
		SP:Iteration 6Q (18884.820000 sec): 3 clusters
  Score: Raw -2046747.718447 + Penalty 3177.843831 = -2043569.874617
  nChanged 736
		SP:Iteration 7Q (18884.860000 sec): 3 clusters
  Score: Raw -2047082.596897 + Penalty 3177.843831 = -2043904.753066
  nChanged 701
		SP:Iteration 8Q (18884.900000 sec): 3 clusters
  Score: Raw -2047388.004855 + Penalty 3177.843831 = -2044210.161025
  nChanged 628
		SP:Iteration 9Q (18884.950000 sec): 3 clusters
  Score: Raw -2047652.563130 + Penalty 3177.843831 = -2044474.719299
  nChanged 566
		SP:Iteration 10Q (18884.990000 sec): 3 clusters
  Score: Raw -2047839.117974 + Penalty 3177.843831 = -2044661.274143
  nChanged 427
		SP:Iteration 11Q (18885.030000 sec): 3 clusters
  Score: Raw -2047975.332750 + Penalty 3177.843831 = -2044797.488919
  nChanged 395
		SP:Iteration 12Q (18885.070000 sec): 3 clusters
  Score: Raw -2048097.986349 + Penalty 3177.843831 = -2044920.142518
  nChanged 383
		SP:Iteration 13Q (18885.110000 sec): 3 clusters
  Score: Raw -2048202.460664 + Penalty 3177.843831 = -2045024.616834
  nChanged 336
		SP:Iteration 14Q (18885.150000 sec): 3 clusters
  Score: Raw -2048298.458895 + Penalty 3177.843831 = -2045120.615064
  nChanged 346
		SP:Iteration 15Q (18885.190000 sec): 3 clusters
  Score: Raw -2048399.961023 + Penalty 3177.843831 = -2045222.117192
  nChanged 335
		SP:Iteration 16Q (18885.230000 sec): 3 clusters
  Score: Raw -2048506.876410 + Penalty 3177.843831 = -2045329.032579
  nChanged 388
		SP:Iteration 17Q (18885.270000 sec): 3 clusters
  Score: Raw -2048639.374373 + Penalty 3177.843831 = -2045461.530542
  nChanged 396
		SP:Iteration 18Q (18885.310000 sec): 3 clusters
  Score: Raw -2048781.834465 + Penalty 3177.843831 = -2045603.990634
  nChanged 399
		SP:Iteration 19Q (18885.350000 sec): 3 clusters
  Score: Raw -2048932.716371 + Penalty 3177.843831 = -2045754.872540
  nChanged 401
		SP:Iteration 20F (18885.390000 sec): 3 clusters
  Score: Raw -2049088.529418 + Penalty 3177.843831 = -2045910.685587
  nChanged 398
		SP:Iteration 21Q (18885.430000 sec): 3 clusters
  Score: Raw -2049248.284674 + Penalty 3177.843831 = -2046070.440844
  nChanged 396
		SP:Iteration 22Q (18885.470000 sec): 3 clusters
  Score: Raw -2049428.104186 + Penalty 3177.843831 = -2046250.260355
  nChanged 404
		SP:Iteration 23Q (18885.510000 sec): 3 clusters
  Score: Raw -2049633.210225 + Penalty 3177.843831 = -2046455.366395
  nChanged 406
		SP:Iteration 24Q (18885.540000 sec): 3 clusters
  Score: Raw -2049862.949304 + Penalty 3177.843831 = -2046685.105473
  nChanged 419
		SP:Iteration 25Q (18885.580000 sec): 3 clusters
  Score: Raw -2050123.328507 + Penalty 3177.843831 = -2046945.484676
  nChanged 382
		SP:Iteration 26Q (18885.610000 sec): 3 clusters
  Score: Raw -2050373.142661 + Penalty 3177.843831 = -2047195.298831
  nChanged 330
		SP:Iteration 27Q (18885.650000 sec): 3 clusters
  Score: Raw -2050594.681074 + Penalty 3177.843831 = -2047416.837243
  nChanged 269
		SP:Iteration 28Q (18885.680000 sec): 3 clusters
  Score: Raw -2050770.117041 + Penalty 3177.843831 = -2047592.273211
  nChanged 208
		SP:Iteration 29Q (18885.710000 sec): 3 clusters
  Score: Raw -2050895.346694 + Penalty 3177.843831 = -2047717.502863
  nChanged 117
		SP:Iteration 30Q (18885.750000 sec): 3 clusters
  Score: Raw -2050967.221797 + Penalty 3177.843831 = -2047789.377966
  nChanged 100
		SP:Iteration 31Q (18885.780000 sec): 3 clusters
  Score: Raw -2051042.293497 + Penalty 3177.843831 = -2047864.449666
  nChanged 87
		SP:Iteration 32Q (18885.810000 sec): 3 clusters
  Score: Raw -2051105.852638 + Penalty 3177.843831 = -2047928.008808
  nChanged 55
		SP:Iteration 33Q (18885.840000 sec): 3 clusters
  Score: Raw -2051136.765014 + Penalty 3177.843831 = -2047958.921183
  nChanged 43
		SP:Iteration 34Q (18885.870000 sec): 3 clusters
  Score: Raw -2051171.974810 + Penalty 3177.843831 = -2047994.130979
  nChanged 42
		SP:Iteration 35Q (18885.900000 sec): 3 clusters
  Score: Raw -2051205.891039 + Penalty 3177.843831 = -2048028.047209
  nChanged 36
		SP:Iteration 36Q (18885.930000 sec): 3 clusters
  Score: Raw -2051232.268623 + Penalty 3177.843831 = -2048054.424792
  nChanged 27
		SP:Iteration 37Q (18885.960000 sec): 3 clusters
  Score: Raw -2051247.768185 + Penalty 3177.843831 = -2048069.924355
  nChanged 14
		SP:Iteration 38Q (18885.990000 sec): 3 clusters
  Score: Raw -2051257.424622 + Penalty 3177.843831 = -2048079.580791
  nChanged 10
		SP:Iteration 39Q (18886.010000 sec): 3 clusters
  Score: Raw -2051266.347185 + Penalty 3177.843831 = -2048088.503354
  nChanged 10
		SP:Iteration 40F (18886.060000 sec): 3 clusters
  Score: Raw -2051274.055061 + Penalty 3177.843831 = -2048096.211230
  nChanged 9
		SP:Iteration 41Q (18886.090000 sec): 3 clusters
  Score: Raw -2051278.815655 + Penalty 3177.843831 = -2048100.971824
  nChanged 3
		SP:Iteration 42Q (18886.120000 sec): 3 clusters
  Score: Raw -2051280.658918 + Penalty 3177.843831 = -2048102.815088
  nChanged 5
		SP:Iteration 43Q (18886.150000 sec): 3 clusters
  Score: Raw -2051283.422412 + Penalty 3177.843831 = -2048105.578582
  nChanged 1
		SP:Iteration 44Q (18886.170000 sec): 3 clusters
  Score: Raw -2051283.690162 + Penalty 3177.843831 = -2048105.846331
  nChanged 2
		SP:Iteration 45Q (18886.200000 sec): 3 clusters
  Score: Raw -2051285.273529 + Penalty 3177.843831 = -2048107.429698
  nChanged 4
		SP:Iteration 46Q (18886.230000 sec): 3 clusters
  Score: Raw -2051289.263718 + Penalty 3177.843831 = -2048111.419887
  nChanged 6
		SP:Iteration 47Q (18886.260000 sec): 3 clusters
  Score: Raw -2051293.206555 + Penalty 3177.843831 = -2048115.362725
  nChanged 3
		SP:Iteration 48Q (18886.290000 sec): 3 clusters
  Score: Raw -2051295.193862 + Penalty 3177.843831 = -2048117.350031
  nChanged 2
		SP:Iteration 49Q (18886.320000 sec): 3 clusters
  Score: Raw -2051296.000182 + Penalty 3177.843831 = -2048118.156351
  nChanged 2
		SP:Iteration 50Q (18886.350000 sec): 3 clusters
  Score: Raw -2051296.991770 + Penalty 3177.843831 = -2048119.147939
  nChanged 2
		SP:Iteration 51Q (18886.380000 sec): 3 clusters
  Score: Raw -2051298.590408 + Penalty 3177.843831 = -2048120.746577
  nChanged 3
		SP:Iteration 52Q (18886.410000 sec): 3 clusters
  Score: Raw -2051300.657546 + Penalty 3177.843831 = -2048122.813715
  nChanged 3
		SP:Iteration 53Q (18886.440000 sec): 3 clusters
  Score: Raw -2051302.633006 + Penalty 3177.843831 = -2048124.789175
  nChanged 2
		SP:Iteration 54Q (18886.470000 sec): 3 clusters
  Score: Raw -2051304.250973 + Penalty 3177.843831 = -2048126.407142
  nChanged 1
		SP:Iteration 55Q (18886.500000 sec): 3 clusters
  Score: Raw -2051304.421846 + Penalty 3177.843831 = -2048126.578015
  nChanged 0
		SP:Iteration 56F (18886.540000 sec): 3 clusters
  Score: Raw -2051304.421846 + Penalty 3177.843831 = -2048126.578015
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 29 (8077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18886.570000 sec): 2 clusters
  Score: Raw -944558.456137 + Penalty 1461.976067 = -943096.480070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18886.580000 sec): 3 clusters
  Score: Raw -940138.249132 + Penalty 2923.952134 = -937214.296998
  nChanged 3376
		SP:Iteration 1F (18886.600000 sec): 3 clusters
  Score: Raw -941887.399155 + Penalty 2923.952134 = -938963.447022
  nChanged 490
		SP:Iteration 2F (18886.620000 sec): 3 clusters
  Score: Raw -942076.233263 + Penalty 2923.952134 = -939152.281130
  nChanged 368
		SP:Iteration 3Q (18886.640000 sec): 3 clusters
  Score: Raw -942222.192794 + Penalty 2923.952134 = -939298.240660
  nChanged 323
		SP:Iteration 4Q (18886.660000 sec): 3 clusters
  Score: Raw -942347.113223 + Penalty 2923.952134 = -939423.161089
  nChanged 298
		SP:Iteration 5Q (18886.680000 sec): 3 clusters
  Score: Raw -942460.941167 + Penalty 2923.952134 = -939536.989033
  nChanged 281
		SP:Iteration 6Q (18886.700000 sec): 3 clusters
  Score: Raw -942587.566914 + Penalty 2923.952134 = -939663.614780
  nChanged 318
		SP:Iteration 7Q (18886.720000 sec): 3 clusters
  Score: Raw -942749.772626 + Penalty 2923.952134 = -939825.820493
  nChanged 315
		SP:Iteration 8Q (18886.730000 sec): 3 clusters
  Score: Raw -942917.414369 + Penalty 2923.952134 = -939993.462235
  nChanged 324
		SP:Iteration 9Q (18886.750000 sec): 3 clusters
  Score: Raw -943093.902907 + Penalty 2923.952134 = -940169.950773
  nChanged 357
		SP:Iteration 10Q (18886.770000 sec): 3 clusters
  Score: Raw -943332.492094 + Penalty 2923.952134 = -940408.539960
  nChanged 378
		SP:Iteration 11Q (18886.790000 sec): 3 clusters
  Score: Raw -943604.174709 + Penalty 2923.952134 = -940680.222576
  nChanged 328
		SP:Iteration 12Q (18886.810000 sec): 3 clusters
  Score: Raw -943868.203729 + Penalty 2923.952134 = -940944.251595
  nChanged 283
		SP:Iteration 13Q (18886.830000 sec): 3 clusters
  Score: Raw -944099.459950 + Penalty 2923.952134 = -941175.507817
  nChanged 203
		SP:Iteration 14Q (18886.850000 sec): 3 clusters
  Score: Raw -944284.333190 + Penalty 2923.952134 = -941360.381057
  nChanged 159
		SP:Iteration 15Q (18886.860000 sec): 3 clusters
  Score: Raw -944430.440695 + Penalty 2923.952134 = -941506.488561
  nChanged 99
		SP:Iteration 16Q (18886.880000 sec): 3 clusters
  Score: Raw -944513.831622 + Penalty 2923.952134 = -941589.879488
  nChanged 69
		SP:Iteration 17Q (18886.890000 sec): 3 clusters
  Score: Raw -944572.954093 + Penalty 2923.952134 = -941649.001960
  nChanged 40
		SP:Iteration 18Q (18886.910000 sec): 3 clusters
  Score: Raw -944605.968266 + Penalty 2923.952134 = -941682.016133
  nChanged 32
		SP:Iteration 19Q (18886.920000 sec): 3 clusters
  Score: Raw -944633.011805 + Penalty 2923.952134 = -941709.059672
  nChanged 30
		SP:Iteration 20F (18886.940000 sec): 3 clusters
  Score: Raw -944673.325039 + Penalty 2923.952134 = -941749.372906
  nChanged 22
		SP:Iteration 21Q (18886.960000 sec): 3 clusters
  Score: Raw -944701.521999 + Penalty 2923.952134 = -941777.569865
  nChanged 13
		SP:Iteration 22Q (18886.970000 sec): 3 clusters
  Score: Raw -944721.192146 + Penalty 2923.952134 = -941797.240013
  nChanged 14
		SP:Iteration 23Q (18886.990000 sec): 3 clusters
  Score: Raw -944740.160851 + Penalty 2923.952134 = -941816.208717
  nChanged 12
		SP:Iteration 24Q (18887.000000 sec): 3 clusters
  Score: Raw -944751.407599 + Penalty 2923.952134 = -941827.455466
  nChanged 8
		SP:Iteration 25Q (18887.010000 sec): 3 clusters
  Score: Raw -944756.520834 + Penalty 2923.952134 = -941832.568700
  nChanged 4
		SP:Iteration 26Q (18887.030000 sec): 3 clusters
  Score: Raw -944759.684808 + Penalty 2923.952134 = -941835.732674
  nChanged 1
		SP:Iteration 27Q (18887.040000 sec): 3 clusters
  Score: Raw -944760.304154 + Penalty 2923.952134 = -941836.352021
  nChanged 2
		SP:Iteration 28Q (18887.050000 sec): 3 clusters
  Score: Raw -944761.128627 + Penalty 2923.952134 = -941837.176493
  nChanged 1
		SP:Iteration 29Q (18887.070000 sec): 3 clusters
  Score: Raw -944761.727034 + Penalty 2923.952134 = -941837.774900
  nChanged 0
		SP:Iteration 30F (18887.090000 sec): 3 clusters
  Score: Raw -944761.727034 + Penalty 2923.952134 = -941837.774900
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 30 (9612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18887.110000 sec): 2 clusters
  Score: Raw -1136043.595049 + Penalty 1490.249734 = -1134553.345315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18887.130000 sec): 3 clusters
  Score: Raw -1130663.463780 + Penalty 2980.499469 = -1127682.964311
  nChanged 4104
		SP:Iteration 1F (18887.160000 sec): 3 clusters
  Score: Raw -1132859.104596 + Penalty 2980.499469 = -1129878.605127
  nChanged 577
		SP:Iteration 2F (18887.180000 sec): 3 clusters
  Score: Raw -1133147.497393 + Penalty 2980.499469 = -1130166.997924
  nChanged 509
		SP:Iteration 3F (18887.200000 sec): 3 clusters
  Score: Raw -1133444.154734 + Penalty 2980.499469 = -1130463.655265
  nChanged 505
		SP:Iteration 4F (18887.230000 sec): 3 clusters
  Score: Raw -1133750.783714 + Penalty 2980.499469 = -1130770.284245
  nChanged 472
		SP:Iteration 5Q (18887.250000 sec): 3 clusters
  Score: Raw -1134043.561800 + Penalty 2980.499469 = -1131063.062331
  nChanged 525
		SP:Iteration 6F (18887.270000 sec): 3 clusters
  Score: Raw -1134332.183502 + Penalty 2980.499469 = -1131351.684033
  nChanged 432
		SP:Iteration 7Q (18887.290000 sec): 3 clusters
  Score: Raw -1134534.273883 + Penalty 2980.499469 = -1131553.774414
  nChanged 371
		SP:Iteration 8Q (18887.310000 sec): 3 clusters
  Score: Raw -1134685.926901 + Penalty 2980.499469 = -1131705.427432
  nChanged 291
		SP:Iteration 9Q (18887.340000 sec): 3 clusters
  Score: Raw -1134794.082233 + Penalty 2980.499469 = -1131813.582764
  nChanged 273
		SP:Iteration 10Q (18887.360000 sec): 3 clusters
  Score: Raw -1134901.610809 + Penalty 2980.499469 = -1131921.111340
  nChanged 273
		SP:Iteration 11Q (18887.380000 sec): 3 clusters
  Score: Raw -1135014.880185 + Penalty 2980.499469 = -1132034.380716
  nChanged 265
		SP:Iteration 12Q (18887.400000 sec): 3 clusters
  Score: Raw -1135142.828260 + Penalty 2980.499469 = -1132162.328791
  nChanged 249
		SP:Iteration 13Q (18887.430000 sec): 3 clusters
  Score: Raw -1135255.185890 + Penalty 2980.499469 = -1132274.686421
  nChanged 235
		SP:Iteration 14Q (18887.450000 sec): 3 clusters
  Score: Raw -1135370.581619 + Penalty 2980.499469 = -1132390.082150
  nChanged 225
		SP:Iteration 15Q (18887.470000 sec): 3 clusters
  Score: Raw -1135486.683744 + Penalty 2980.499469 = -1132506.184275
  nChanged 203
		SP:Iteration 16Q (18887.490000 sec): 3 clusters
  Score: Raw -1135596.288712 + Penalty 2980.499469 = -1132615.789243
  nChanged 183
		SP:Iteration 17Q (18887.510000 sec): 3 clusters
  Score: Raw -1135684.907693 + Penalty 2980.499469 = -1132704.408224
  nChanged 172
		SP:Iteration 18Q (18887.530000 sec): 3 clusters
  Score: Raw -1135770.023941 + Penalty 2980.499469 = -1132789.524472
  nChanged 162
		SP:Iteration 19Q (18887.550000 sec): 3 clusters
  Score: Raw -1135849.634161 + Penalty 2980.499469 = -1132869.134692
  nChanged 164
		SP:Iteration 20F (18887.580000 sec): 3 clusters
  Score: Raw -1135932.636532 + Penalty 2980.499469 = -1132952.137063
  nChanged 154
		SP:Iteration 21Q (18887.600000 sec): 3 clusters
  Score: Raw -1136015.692271 + Penalty 2980.499469 = -1133035.192802
  nChanged 139
		SP:Iteration 22Q (18887.620000 sec): 3 clusters
  Score: Raw -1136085.745273 + Penalty 2980.499469 = -1133105.245804
  nChanged 120
		SP:Iteration 23Q (18887.640000 sec): 3 clusters
  Score: Raw -1136135.749428 + Penalty 2980.499469 = -1133155.249959
  nChanged 88
		SP:Iteration 24Q (18887.660000 sec): 3 clusters
  Score: Raw -1136174.515437 + Penalty 2980.499469 = -1133194.015968
  nChanged 67
		SP:Iteration 25Q (18887.680000 sec): 3 clusters
  Score: Raw -1136206.702765 + Penalty 2980.499469 = -1133226.203296
  nChanged 71
		SP:Iteration 26Q (18887.700000 sec): 3 clusters
  Score: Raw -1136235.141342 + Penalty 2980.499469 = -1133254.641873
  nChanged 66
		SP:Iteration 27Q (18887.710000 sec): 3 clusters
  Score: Raw -1136261.015767 + Penalty 2980.499469 = -1133280.516298
  nChanged 57
		SP:Iteration 28Q (18887.730000 sec): 3 clusters
  Score: Raw -1136284.842958 + Penalty 2980.499469 = -1133304.343489
  nChanged 59
		SP:Iteration 29Q (18887.750000 sec): 3 clusters
  Score: Raw -1136309.931571 + Penalty 2980.499469 = -1133329.432102
  nChanged 47
		SP:Iteration 30Q (18887.770000 sec): 3 clusters
  Score: Raw -1136327.068479 + Penalty 2980.499469 = -1133346.569010
  nChanged 38
		SP:Iteration 31Q (18887.790000 sec): 3 clusters
  Score: Raw -1136340.813333 + Penalty 2980.499469 = -1133360.313865
  nChanged 31
		SP:Iteration 32Q (18887.810000 sec): 3 clusters
  Score: Raw -1136351.004053 + Penalty 2980.499469 = -1133370.504584
  nChanged 26
		SP:Iteration 33Q (18887.830000 sec): 3 clusters
  Score: Raw -1136361.174953 + Penalty 2980.499469 = -1133380.675484
  nChanged 25
		SP:Iteration 34Q (18887.850000 sec): 3 clusters
  Score: Raw -1136372.740783 + Penalty 2980.499469 = -1133392.241314
  nChanged 28
		SP:Iteration 35Q (18887.870000 sec): 3 clusters
  Score: Raw -1136382.532839 + Penalty 2980.499469 = -1133402.033370
  nChanged 13
		SP:Iteration 36Q (18887.890000 sec): 3 clusters
  Score: Raw -1136385.595423 + Penalty 2980.499469 = -1133405.095955
  nChanged 9
		SP:Iteration 37Q (18887.900000 sec): 3 clusters
  Score: Raw -1136388.289389 + Penalty 2980.499469 = -1133407.789920
  nChanged 11
		SP:Iteration 38Q (18887.920000 sec): 3 clusters
  Score: Raw -1136391.886951 + Penalty 2980.499469 = -1133411.387482
  nChanged 7
		SP:Iteration 39Q (18887.940000 sec): 3 clusters
  Score: Raw -1136394.249530 + Penalty 2980.499469 = -1133413.750061
  nChanged 7
		SP:Iteration 40F (18887.960000 sec): 3 clusters
  Score: Raw -1136396.901949 + Penalty 2980.499469 = -1133416.402480
  nChanged 5
		SP:Iteration 41Q (18887.980000 sec): 3 clusters
  Score: Raw -1136397.913824 + Penalty 2980.499469 = -1133417.414355
  nChanged 3
		SP:Iteration 42Q (18888.000000 sec): 3 clusters
  Score: Raw -1136398.513549 + Penalty 2980.499469 = -1133418.014080
  nChanged 3
		SP:Iteration 43Q (18888.020000 sec): 3 clusters
  Score: Raw -1136400.090355 + Penalty 2980.499469 = -1133419.590886
  nChanged 7
		SP:Iteration 44Q (18888.040000 sec): 3 clusters
  Score: Raw -1136403.748341 + Penalty 2980.499469 = -1133423.248872
  nChanged 11
		SP:Iteration 45Q (18888.050000 sec): 3 clusters
  Score: Raw -1136407.950438 + Penalty 2980.499469 = -1133427.450969
  nChanged 6
		SP:Iteration 46Q (18888.070000 sec): 3 clusters
  Score: Raw -1136410.291510 + Penalty 2980.499469 = -1133429.792041
  nChanged 6
		SP:Iteration 47Q (18888.090000 sec): 3 clusters
  Score: Raw -1136412.288468 + Penalty 2980.499469 = -1133431.788999
  nChanged 4
		SP:Iteration 48Q (18888.110000 sec): 3 clusters
  Score: Raw -1136413.779606 + Penalty 2980.499469 = -1133433.280137
  nChanged 6
		SP:Iteration 49Q (18888.130000 sec): 3 clusters
  Score: Raw -1136416.703544 + Penalty 2980.499469 = -1133436.204075
  nChanged 11
		SP:Iteration 50Q (18888.150000 sec): 3 clusters
  Score: Raw -1136420.932089 + Penalty 2980.499469 = -1133440.432620
  nChanged 12
		SP:Iteration 51Q (18888.170000 sec): 3 clusters
  Score: Raw -1136427.165373 + Penalty 2980.499469 = -1133446.665904
  nChanged 18
		SP:Iteration 52Q (18888.180000 sec): 3 clusters
  Score: Raw -1136436.364722 + Penalty 2980.499469 = -1133455.865253
  nChanged 17
		SP:Iteration 53Q (18888.200000 sec): 3 clusters
  Score: Raw -1136442.625492 + Penalty 2980.499469 = -1133462.126023
  nChanged 10
		SP:Iteration 54Q (18888.220000 sec): 3 clusters
  Score: Raw -1136447.526316 + Penalty 2980.499469 = -1133467.026847
  nChanged 10
		SP:Iteration 55Q (18888.240000 sec): 3 clusters
  Score: Raw -1136450.956153 + Penalty 2980.499469 = -1133470.456684
  nChanged 10
		SP:Iteration 56Q (18888.250000 sec): 3 clusters
  Score: Raw -1136455.435971 + Penalty 2980.499469 = -1133474.936502
  nChanged 14
		SP:Iteration 57Q (18888.270000 sec): 3 clusters
  Score: Raw -1136462.912693 + Penalty 2980.499469 = -1133482.413224
  nChanged 7
		SP:Iteration 58Q (18888.290000 sec): 3 clusters
  Score: Raw -1136466.397118 + Penalty 2980.499469 = -1133485.897649
  nChanged 13
		SP:Iteration 59Q (18888.310000 sec): 3 clusters
  Score: Raw -1136471.914636 + Penalty 2980.499469 = -1133491.415167
  nChanged 9
		SP:Iteration 60F (18888.330000 sec): 3 clusters
  Score: Raw -1136475.045208 + Penalty 2980.499469 = -1133494.545739
  nChanged 9
		SP:Iteration 61Q (18888.350000 sec): 3 clusters
  Score: Raw -1136478.080847 + Penalty 2980.499469 = -1133497.581378
  nChanged 5
		SP:Iteration 62Q (18888.370000 sec): 3 clusters
  Score: Raw -1136480.543785 + Penalty 2980.499469 = -1133500.044316
  nChanged 6
		SP:Iteration 63Q (18888.380000 sec): 3 clusters
  Score: Raw -1136484.100007 + Penalty 2980.499469 = -1133503.600538
  nChanged 6
		SP:Iteration 64Q (18888.400000 sec): 3 clusters
  Score: Raw -1136488.120951 + Penalty 2980.499469 = -1133507.621482
  nChanged 11
		SP:Iteration 65Q (18888.420000 sec): 3 clusters
  Score: Raw -1136492.335824 + Penalty 2980.499469 = -1133511.836355
  nChanged 10
		SP:Iteration 66Q (18888.440000 sec): 3 clusters
  Score: Raw -1136496.751142 + Penalty 2980.499469 = -1133516.251673
  nChanged 11
		SP:Iteration 67Q (18888.450000 sec): 3 clusters
  Score: Raw -1136503.683587 + Penalty 2980.499469 = -1133523.184118
  nChanged 18
		SP:Iteration 68Q (18888.470000 sec): 3 clusters
  Score: Raw -1136513.729128 + Penalty 2980.499469 = -1133533.229659
  nChanged 16
		SP:Iteration 69Q (18888.490000 sec): 3 clusters
  Score: Raw -1136524.525852 + Penalty 2980.499469 = -1133544.026383
  nChanged 16
		SP:Iteration 70Q (18888.510000 sec): 3 clusters
  Score: Raw -1136534.635130 + Penalty 2980.499469 = -1133554.135661
  nChanged 18
		SP:Iteration 71Q (18888.520000 sec): 3 clusters
  Score: Raw -1136550.237677 + Penalty 2980.499469 = -1133569.738208
  nChanged 18
		SP:Iteration 72Q (18888.540000 sec): 3 clusters
  Score: Raw -1136562.493062 + Penalty 2980.499469 = -1133581.993593
  nChanged 12
		SP:Iteration 73Q (18888.560000 sec): 3 clusters
  Score: Raw -1136570.140682 + Penalty 2980.499469 = -1133589.641213
  nChanged 11
		SP:Iteration 74Q (18888.570000 sec): 3 clusters
  Score: Raw -1136577.510446 + Penalty 2980.499469 = -1133597.010977
  nChanged 21
		SP:Iteration 75Q (18888.590000 sec): 3 clusters
  Score: Raw -1136590.126601 + Penalty 2980.499469 = -1133609.627132
  nChanged 10
		SP:Iteration 76Q (18888.610000 sec): 3 clusters
  Score: Raw -1136596.370018 + Penalty 2980.499469 = -1133615.870549
  nChanged 9
		SP:Iteration 77Q (18888.630000 sec): 3 clusters
  Score: Raw -1136600.917884 + Penalty 2980.499469 = -1133620.418415
  nChanged 7
		SP:Iteration 78Q (18888.640000 sec): 3 clusters
  Score: Raw -1136604.351850 + Penalty 2980.499469 = -1133623.852381
  nChanged 11
		SP:Iteration 79Q (18888.660000 sec): 3 clusters
  Score: Raw -1136610.825563 + Penalty 2980.499469 = -1133630.326094
  nChanged 10
		SP:Iteration 80F (18888.680000 sec): 3 clusters
  Score: Raw -1136615.745645 + Penalty 2980.499469 = -1133635.246176
  nChanged 8
		SP:Iteration 81Q (18888.700000 sec): 3 clusters
  Score: Raw -1136620.091231 + Penalty 2980.499469 = -1133639.591762
  nChanged 7
		SP:Iteration 82Q (18888.710000 sec): 3 clusters
  Score: Raw -1136625.564098 + Penalty 2980.499469 = -1133645.064629
  nChanged 7
		SP:Iteration 83Q (18888.730000 sec): 3 clusters
  Score: Raw -1136629.354129 + Penalty 2980.499469 = -1133648.854660
  nChanged 6
		SP:Iteration 84Q (18888.750000 sec): 3 clusters
  Score: Raw -1136631.738850 + Penalty 2980.499469 = -1133651.239381
  nChanged 3
		SP:Iteration 85Q (18888.760000 sec): 3 clusters
  Score: Raw -1136633.203490 + Penalty 2980.499469 = -1133652.704021
  nChanged 3
		SP:Iteration 86Q (18888.780000 sec): 3 clusters
  Score: Raw -1136634.240380 + Penalty 2980.499469 = -1133653.740911
  nChanged 4
		SP:Iteration 87Q (18888.790000 sec): 3 clusters
  Score: Raw -1136635.375432 + Penalty 2980.499469 = -1133654.875963
  nChanged 2
		SP:Iteration 88Q (18888.810000 sec): 3 clusters
  Score: Raw -1136636.355665 + Penalty 2980.499469 = -1133655.856196
  nChanged 2
		SP:Iteration 89Q (18888.830000 sec): 3 clusters
  Score: Raw -1136637.153090 + Penalty 2980.499469 = -1133656.653621
  nChanged 0
		SP:Iteration 90F (18888.850000 sec): 3 clusters
  Score: Raw -1136637.153090 + Penalty 2980.499469 = -1133656.653621
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 31 (6866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18888.870000 sec): 2 clusters
  Score: Raw -794203.310197 + Penalty 1435.579758 = -792767.730439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18888.890000 sec): 3 clusters
  Score: Raw -790431.663225 + Penalty 2871.159517 = -787560.503709
  nChanged 2893
		SP:Iteration 1F (18888.900000 sec): 3 clusters
  Score: Raw -792034.364770 + Penalty 2871.159517 = -789163.205253
  nChanged 486
		SP:Iteration 2F (18888.920000 sec): 3 clusters
  Score: Raw -792286.274614 + Penalty 2871.159517 = -789415.115098
  nChanged 406
		SP:Iteration 3F (18888.930000 sec): 3 clusters
  Score: Raw -792521.325271 + Penalty 2871.159517 = -789650.165755
  nChanged 395
		SP:Iteration 4F (18888.950000 sec): 3 clusters
  Score: Raw -792788.077911 + Penalty 2871.159517 = -789916.918394
  nChanged 398
		SP:Iteration 5F (18888.970000 sec): 3 clusters
  Score: Raw -793064.552768 + Penalty 2871.159517 = -790193.393252
  nChanged 360
		SP:Iteration 6F (18888.980000 sec): 3 clusters
  Score: Raw -793340.006044 + Penalty 2871.159517 = -790468.846527
  nChanged 359
		SP:Iteration 7F (18889.000000 sec): 3 clusters
  Score: Raw -793627.251017 + Penalty 2871.159517 = -790756.091501
  nChanged 292
		SP:Iteration 8Q (18889.010000 sec): 3 clusters
  Score: Raw -793860.639797 + Penalty 2871.159517 = -790989.480281
  nChanged 214
		SP:Iteration 9Q (18889.030000 sec): 3 clusters
  Score: Raw -794028.857718 + Penalty 2871.159517 = -791157.698201
  nChanged 160
		SP:Iteration 10Q (18889.050000 sec): 3 clusters
  Score: Raw -794157.343575 + Penalty 2871.159517 = -791286.184059
  nChanged 127
		SP:Iteration 11Q (18889.060000 sec): 3 clusters
  Score: Raw -794271.984203 + Penalty 2871.159517 = -791400.824687
  nChanged 94
		SP:Iteration 12Q (18889.080000 sec): 3 clusters
  Score: Raw -794353.671643 + Penalty 2871.159517 = -791482.512127
  nChanged 61
		SP:Iteration 13Q (18889.090000 sec): 3 clusters
  Score: Raw -794420.789277 + Penalty 2871.159517 = -791549.629761
  nChanged 54
		SP:Iteration 14Q (18889.110000 sec): 3 clusters
  Score: Raw -794481.135305 + Penalty 2871.159517 = -791609.975788
  nChanged 40
		SP:Iteration 15Q (18889.120000 sec): 3 clusters
  Score: Raw -794514.751562 + Penalty 2871.159517 = -791643.592045
  nChanged 20
		SP:Iteration 16Q (18889.130000 sec): 3 clusters
  Score: Raw -794532.135524 + Penalty 2871.159517 = -791660.976007
  nChanged 15
		SP:Iteration 17Q (18889.140000 sec): 3 clusters
  Score: Raw -794541.918576 + Penalty 2871.159517 = -791670.759059
  nChanged 7
		SP:Iteration 18Q (18889.160000 sec): 3 clusters
  Score: Raw -794548.262413 + Penalty 2871.159517 = -791677.102897
  nChanged 8
		SP:Iteration 19Q (18889.170000 sec): 3 clusters
  Score: Raw -794553.355050 + Penalty 2871.159517 = -791682.195534
  nChanged 5
		SP:Iteration 20F (18889.190000 sec): 3 clusters
  Score: Raw -794557.807768 + Penalty 2871.159517 = -791686.648252
  nChanged 3
		SP:Iteration 21Q (18889.200000 sec): 3 clusters
  Score: Raw -794562.856854 + Penalty 2871.159517 = -791691.697337
  nChanged 8
		SP:Iteration 22Q (18889.210000 sec): 3 clusters
  Score: Raw -794569.581121 + Penalty 2871.159517 = -791698.421604
  nChanged 4
		SP:Iteration 23Q (18889.220000 sec): 3 clusters
  Score: Raw -794572.570366 + Penalty 2871.159517 = -791701.410850
  nChanged 4
		SP:Iteration 24Q (18889.230000 sec): 3 clusters
  Score: Raw -794576.500486 + Penalty 2871.159517 = -791705.340970
  nChanged 7
		SP:Iteration 25Q (18889.250000 sec): 3 clusters
  Score: Raw -794582.339419 + Penalty 2871.159517 = -791711.179903
  nChanged 5
		SP:Iteration 26Q (18889.260000 sec): 3 clusters
  Score: Raw -794585.655907 + Penalty 2871.159517 = -791714.496391
  nChanged 4
		SP:Iteration 27Q (18889.270000 sec): 3 clusters
  Score: Raw -794589.403452 + Penalty 2871.159517 = -791718.243936
  nChanged 8
		SP:Iteration 28Q (18889.290000 sec): 3 clusters
  Score: Raw -794601.468397 + Penalty 2871.159517 = -791730.308880
  nChanged 11
		SP:Iteration 29Q (18889.300000 sec): 3 clusters
  Score: Raw -794613.583314 + Penalty 2871.159517 = -791742.423798
  nChanged 9
		SP:Iteration 30Q (18889.310000 sec): 3 clusters
  Score: Raw -794623.183007 + Penalty 2871.159517 = -791752.023490
  nChanged 13
		SP:Iteration 31Q (18889.320000 sec): 3 clusters
  Score: Raw -794632.465091 + Penalty 2871.159517 = -791761.305575
  nChanged 8
		SP:Iteration 32Q (18889.330000 sec): 3 clusters
  Score: Raw -794638.238853 + Penalty 2871.159517 = -791767.079337
  nChanged 7
		SP:Iteration 33Q (18889.350000 sec): 3 clusters
  Score: Raw -794643.142864 + Penalty 2871.159517 = -791771.983347
  nChanged 4
		SP:Iteration 34Q (18889.360000 sec): 3 clusters
  Score: Raw -794646.525414 + Penalty 2871.159517 = -791775.365898
  nChanged 5
		SP:Iteration 35Q (18889.370000 sec): 3 clusters
  Score: Raw -794650.919954 + Penalty 2871.159517 = -791779.760438
  nChanged 9
		SP:Iteration 36Q (18889.380000 sec): 3 clusters
  Score: Raw -794656.995072 + Penalty 2871.159517 = -791785.835556
  nChanged 7
		SP:Iteration 37Q (18889.390000 sec): 3 clusters
  Score: Raw -794666.496056 + Penalty 2871.159517 = -791795.336539
  nChanged 9
		SP:Iteration 38Q (18889.400000 sec): 3 clusters
  Score: Raw -794675.750532 + Penalty 2871.159517 = -791804.591016
  nChanged 10
		SP:Iteration 39Q (18889.410000 sec): 3 clusters
  Score: Raw -794683.649482 + Penalty 2871.159517 = -791812.489966
  nChanged 4
		SP:Iteration 40F (18889.430000 sec): 3 clusters
  Score: Raw -794686.886497 + Penalty 2871.159517 = -791815.726981
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 32 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18889.440000 sec): 2 clusters
  Score: Raw -12016.309195 + Penalty 775.236251 = -11241.072943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18889.440000 sec): 3 clusters
  Score: Raw -12351.077926 + Penalty 1550.472503 = -10800.605423
  nChanged 12
		SP:Iteration 1F (18889.440000 sec): 3 clusters
  Score: Raw -12430.639337 + Penalty 1550.472503 = -10880.166834
  nChanged 10
		SP:Iteration 2F (18889.440000 sec): 3 clusters
  Score: Raw -12510.391003 + Penalty 1550.472503 = -10959.918500
  nChanged 6
		SP:Iteration 3F (18889.440000 sec): 3 clusters
  Score: Raw -12570.133357 + Penalty 1550.472503 = -11019.660854
  nChanged 1
		SP:Iteration 4Q (18889.440000 sec): 3 clusters
  Score: Raw -12576.123577 + Penalty 1550.472503 = -11025.651074
  nChanged 0
		SP:Iteration 5F (18889.440000 sec): 3 clusters
  Score: Raw -12576.123577 + Penalty 1550.472503 = -11025.651074
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 33 (12837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18889.480000 sec): 2 clusters
  Score: Raw -1516113.334800 + Penalty 1537.264122 = -1514576.070678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18889.510000 sec): 3 clusters
  Score: Raw -1508618.629345 + Penalty 3074.528244 = -1505544.101101
  nChanged 5690
		SP:Iteration 1F (18889.540000 sec): 3 clusters
  Score: Raw -1511723.722900 + Penalty 3074.528244 = -1508649.194656
  nChanged 718
		SP:Iteration 2F (18889.570000 sec): 3 clusters
  Score: Raw -1512041.089061 + Penalty 3074.528244 = -1508966.560817
  nChanged 676
		SP:Iteration 3F (18889.600000 sec): 3 clusters
  Score: Raw -1512328.847889 + Penalty 3074.528244 = -1509254.319644
  nChanged 584
		SP:Iteration 4Q (18889.630000 sec): 3 clusters
  Score: Raw -1512607.772043 + Penalty 3074.528244 = -1509533.243798
  nChanged 627
		SP:Iteration 5Q (18889.660000 sec): 3 clusters
  Score: Raw -1512933.973752 + Penalty 3074.528244 = -1509859.445508
  nChanged 608
		SP:Iteration 6Q (18889.700000 sec): 3 clusters
  Score: Raw -1513220.250763 + Penalty 3074.528244 = -1510145.722519
  nChanged 548
		SP:Iteration 7Q (18889.720000 sec): 3 clusters
  Score: Raw -1513486.901582 + Penalty 3074.528244 = -1510412.373338
  nChanged 524
		SP:Iteration 8Q (18889.760000 sec): 3 clusters
  Score: Raw -1513765.597176 + Penalty 3074.528244 = -1510691.068932
  nChanged 507
		SP:Iteration 9Q (18889.780000 sec): 3 clusters
  Score: Raw -1514011.988871 + Penalty 3074.528244 = -1510937.460627
  nChanged 439
		SP:Iteration 10Q (18889.820000 sec): 3 clusters
  Score: Raw -1514213.765245 + Penalty 3074.528244 = -1511139.237001
  nChanged 424
		SP:Iteration 11Q (18889.840000 sec): 3 clusters
  Score: Raw -1514399.018793 + Penalty 3074.528244 = -1511324.490549
  nChanged 382
		SP:Iteration 12Q (18889.870000 sec): 3 clusters
  Score: Raw -1514557.565811 + Penalty 3074.528244 = -1511483.037567
  nChanged 337
		SP:Iteration 13Q (18889.900000 sec): 3 clusters
  Score: Raw -1514687.093004 + Penalty 3074.528244 = -1511612.564760
  nChanged 305
		SP:Iteration 14Q (18889.930000 sec): 3 clusters
  Score: Raw -1514805.379301 + Penalty 3074.528244 = -1511730.851057
  nChanged 273
		SP:Iteration 15Q (18889.960000 sec): 3 clusters
  Score: Raw -1514893.603736 + Penalty 3074.528244 = -1511819.075492
  nChanged 225
		SP:Iteration 16Q (18889.990000 sec): 3 clusters
  Score: Raw -1514958.089243 + Penalty 3074.528244 = -1511883.560999
  nChanged 207
		SP:Iteration 17Q (18890.020000 sec): 3 clusters
  Score: Raw -1515021.786491 + Penalty 3074.528244 = -1511947.258247
  nChanged 182
		SP:Iteration 18Q (18890.040000 sec): 3 clusters
  Score: Raw -1515075.141135 + Penalty 3074.528244 = -1512000.612891
  nChanged 174
		SP:Iteration 19Q (18890.080000 sec): 3 clusters
  Score: Raw -1515119.573893 + Penalty 3074.528244 = -1512045.045649
  nChanged 134
		SP:Iteration 20F (18890.100000 sec): 3 clusters
  Score: Raw -1515148.918540 + Penalty 3074.528244 = -1512074.390296
  nChanged 111
		SP:Iteration 21Q (18890.130000 sec): 3 clusters
  Score: Raw -1515176.711496 + Penalty 3074.528244 = -1512102.183252
  nChanged 113
		SP:Iteration 22Q (18890.160000 sec): 3 clusters
  Score: Raw -1515200.382435 + Penalty 3074.528244 = -1512125.854191
  nChanged 101
		SP:Iteration 23Q (18890.190000 sec): 3 clusters
  Score: Raw -1515219.485269 + Penalty 3074.528244 = -1512144.957025
  nChanged 101
		SP:Iteration 24Q (18890.220000 sec): 3 clusters
  Score: Raw -1515237.968278 + Penalty 3074.528244 = -1512163.440033
  nChanged 84
		SP:Iteration 25Q (18890.250000 sec): 3 clusters
  Score: Raw -1515255.058996 + Penalty 3074.528244 = -1512180.530751
  nChanged 77
		SP:Iteration 26Q (18890.280000 sec): 3 clusters
  Score: Raw -1515269.297782 + Penalty 3074.528244 = -1512194.769538
  nChanged 61
		SP:Iteration 27Q (18890.300000 sec): 3 clusters
  Score: Raw -1515278.701625 + Penalty 3074.528244 = -1512204.173381
  nChanged 50
		SP:Iteration 28Q (18890.340000 sec): 3 clusters
  Score: Raw -1515286.758572 + Penalty 3074.528244 = -1512212.230328
  nChanged 40
		SP:Iteration 29Q (18890.360000 sec): 3 clusters
  Score: Raw -1515292.223661 + Penalty 3074.528244 = -1512217.695417
  nChanged 30
		SP:Iteration 30Q (18890.390000 sec): 3 clusters
  Score: Raw -1515296.096514 + Penalty 3074.528244 = -1512221.568270
  nChanged 28
		SP:Iteration 31Q (18890.420000 sec): 3 clusters
  Score: Raw -1515300.145704 + Penalty 3074.528244 = -1512225.617460
  nChanged 30
		SP:Iteration 32Q (18890.450000 sec): 3 clusters
  Score: Raw -1515303.490807 + Penalty 3074.528244 = -1512228.962563
  nChanged 21
		SP:Iteration 33Q (18890.480000 sec): 3 clusters
  Score: Raw -1515305.337444 + Penalty 3074.528244 = -1512230.809200
  nChanged 20
		SP:Iteration 34Q (18890.500000 sec): 3 clusters
  Score: Raw -1515307.235265 + Penalty 3074.528244 = -1512232.707020
  nChanged 17
		SP:Iteration 35Q (18890.530000 sec): 3 clusters
  Score: Raw -1515308.543492 + Penalty 3074.528244 = -1512234.015247
  nChanged 12
		SP:Iteration 36Q (18890.560000 sec): 3 clusters
  Score: Raw -1515309.685804 + Penalty 3074.528244 = -1512235.157560
  nChanged 19
		SP:Iteration 37Q (18890.590000 sec): 3 clusters
  Score: Raw -1515311.969836 + Penalty 3074.528244 = -1512237.441592
  nChanged 11
		SP:Iteration 38Q (18890.620000 sec): 3 clusters
  Score: Raw -1515313.067388 + Penalty 3074.528244 = -1512238.539144
  nChanged 13
		SP:Iteration 39Q (18890.650000 sec): 3 clusters
  Score: Raw -1515314.141702 + Penalty 3074.528244 = -1512239.613458
  nChanged 7
		SP:Iteration 40F (18890.680000 sec): 3 clusters
  Score: Raw -1515314.818794 + Penalty 3074.528244 = -1512240.290550
  nChanged 7
		SP:Iteration 41Q (18890.700000 sec): 3 clusters
  Score: Raw -1515315.359288 + Penalty 3074.528244 = -1512240.831043
  nChanged 5
		SP:Iteration 42Q (18890.730000 sec): 3 clusters
  Score: Raw -1515315.757978 + Penalty 3074.528244 = -1512241.229734
  nChanged 8
		SP:Iteration 43Q (18890.760000 sec): 3 clusters
  Score: Raw -1515316.307696 + Penalty 3074.528244 = -1512241.779451
  nChanged 5
		SP:Iteration 44Q (18890.790000 sec): 3 clusters
  Score: Raw -1515316.671862 + Penalty 3074.528244 = -1512242.143618
  nChanged 2
		SP:Iteration 45Q (18890.820000 sec): 3 clusters
  Score: Raw -1515316.815712 + Penalty 3074.528244 = -1512242.287468
  nChanged 5
		SP:Iteration 46Q (18890.850000 sec): 3 clusters
  Score: Raw -1515317.170705 + Penalty 3074.528244 = -1512242.642461
  nChanged 3
		SP:Iteration 47Q (18890.880000 sec): 3 clusters
  Score: Raw -1515317.508082 + Penalty 3074.528244 = -1512242.979838
  nChanged 4
		SP:Iteration 48Q (18890.900000 sec): 3 clusters
  Score: Raw -1515317.814523 + Penalty 3074.528244 = -1512243.286279
  nChanged 3
		SP:Iteration 49Q (18890.930000 sec): 3 clusters
  Score: Raw -1515318.117395 + Penalty 3074.528244 = -1512243.589151
  nChanged 4
		SP:Iteration 50Q (18890.960000 sec): 3 clusters
  Score: Raw -1515318.371266 + Penalty 3074.528244 = -1512243.843022
  nChanged 3
		SP:Iteration 51Q (18890.990000 sec): 3 clusters
  Score: Raw -1515318.578076 + Penalty 3074.528244 = -1512244.049832
  nChanged 3
		SP:Iteration 52Q (18891.020000 sec): 3 clusters
  Score: Raw -1515318.748610 + Penalty 3074.528244 = -1512244.220366
  nChanged 3
		SP:Iteration 53Q (18891.040000 sec): 3 clusters
  Score: Raw -1515319.054432 + Penalty 3074.528244 = -1512244.526188
  nChanged 3
		SP:Iteration 54Q (18891.070000 sec): 3 clusters
  Score: Raw -1515319.236729 + Penalty 3074.528244 = -1512244.708485
  nChanged 2
		SP:Iteration 55Q (18891.100000 sec): 3 clusters
  Score: Raw -1515319.299021 + Penalty 3074.528244 = -1512244.770777
  nChanged 1
		SP:Iteration 56Q (18891.130000 sec): 3 clusters
  Score: Raw -1515319.333661 + Penalty 3074.528244 = -1512244.805417
  nChanged 1
		SP:Iteration 57Q (18891.160000 sec): 3 clusters
  Score: Raw -1515319.379984 + Penalty 3074.528244 = -1512244.851740
  nChanged 0
		SP:Iteration 58F (18891.190000 sec): 3 clusters
  Score: Raw -1515319.379984 + Penalty 3074.528244 = -1512244.851740
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 34 (4064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18891.210000 sec): 2 clusters
  Score: Raw -451841.868281 + Penalty 1350.362486 = -450491.505795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18891.220000 sec): 3 clusters
  Score: Raw -449772.052316 + Penalty 2700.724972 = -447071.327344
  nChanged 1590
		SP:Iteration 1F (18891.230000 sec): 3 clusters
  Score: Raw -450727.793835 + Penalty 2700.724972 = -448027.068863
  nChanged 334
		SP:Iteration 2F (18891.240000 sec): 3 clusters
  Score: Raw -450935.033419 + Penalty 2700.724972 = -448234.308448
  nChanged 249
		SP:Iteration 3F (18891.240000 sec): 3 clusters
  Score: Raw -451085.687256 + Penalty 2700.724972 = -448384.962285
  nChanged 187
		SP:Iteration 4Q (18891.260000 sec): 3 clusters
  Score: Raw -451181.772997 + Penalty 2700.724972 = -448481.048026
  nChanged 138
		SP:Iteration 5Q (18891.260000 sec): 3 clusters
  Score: Raw -451260.511142 + Penalty 2700.724972 = -448559.786170
  nChanged 135
		SP:Iteration 6Q (18891.270000 sec): 3 clusters
  Score: Raw -451346.511030 + Penalty 2700.724972 = -448645.786058
  nChanged 127
		SP:Iteration 7Q (18891.280000 sec): 3 clusters
  Score: Raw -451430.317049 + Penalty 2700.724972 = -448729.592078
  nChanged 120
		SP:Iteration 8Q (18891.290000 sec): 3 clusters
  Score: Raw -451527.289355 + Penalty 2700.724972 = -448826.564383
  nChanged 137
		SP:Iteration 9Q (18891.300000 sec): 3 clusters
  Score: Raw -451650.348919 + Penalty 2700.724972 = -448949.623947
  nChanged 152
		SP:Iteration 10Q (18891.310000 sec): 3 clusters
  Score: Raw -451804.098695 + Penalty 2700.724972 = -449103.373723
  nChanged 164
		SP:Iteration 11Q (18891.320000 sec): 3 clusters
  Score: Raw -451986.528013 + Penalty 2700.724972 = -449285.803041
  nChanged 171
		SP:Iteration 12Q (18891.330000 sec): 3 clusters
  Score: Raw -452158.913319 + Penalty 2700.724972 = -449458.188348
  nChanged 152
		SP:Iteration 13Q (18891.340000 sec): 3 clusters
  Score: Raw -452287.186287 + Penalty 2700.724972 = -449586.461316
  nChanged 107
		SP:Iteration 14Q (18891.340000 sec): 3 clusters
  Score: Raw -452367.090930 + Penalty 2700.724972 = -449666.365958
  nChanged 82
		SP:Iteration 15Q (18891.360000 sec): 3 clusters
  Score: Raw -452420.250904 + Penalty 2700.724972 = -449719.525933
  nChanged 56
		SP:Iteration 16Q (18891.360000 sec): 3 clusters
  Score: Raw -452450.346629 + Penalty 2700.724972 = -449749.621658
  nChanged 46
		SP:Iteration 17Q (18891.370000 sec): 3 clusters
  Score: Raw -452468.171987 + Penalty 2700.724972 = -449767.447016
  nChanged 27
		SP:Iteration 18Q (18891.380000 sec): 3 clusters
  Score: Raw -452479.672833 + Penalty 2700.724972 = -449778.947861
  nChanged 24
		SP:Iteration 19Q (18891.390000 sec): 3 clusters
  Score: Raw -452487.869925 + Penalty 2700.724972 = -449787.144953
  nChanged 18
		SP:Iteration 20F (18891.400000 sec): 3 clusters
  Score: Raw -452493.021392 + Penalty 2700.724972 = -449792.296420
  nChanged 13
		SP:Iteration 21Q (18891.410000 sec): 3 clusters
  Score: Raw -452498.040307 + Penalty 2700.724972 = -449797.315335
  nChanged 9
		SP:Iteration 22Q (18891.420000 sec): 3 clusters
  Score: Raw -452501.054156 + Penalty 2700.724972 = -449800.329185
  nChanged 5
		SP:Iteration 23Q (18891.420000 sec): 3 clusters
  Score: Raw -452502.345969 + Penalty 2700.724972 = -449801.620998
  nChanged 3
		SP:Iteration 24Q (18891.430000 sec): 3 clusters
  Score: Raw -452503.078785 + Penalty 2700.724972 = -449802.353813
  nChanged 0
		SP:Iteration 25F (18891.440000 sec): 3 clusters
  Score: Raw -452503.078785 + Penalty 2700.724972 = -449802.353813
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 35 (2803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18891.450000 sec): 2 clusters
  Score: Raw -304405.887247 + Penalty 1289.997402 = -303115.889845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18891.460000 sec): 3 clusters
  Score: Raw -303065.221725 + Penalty 2579.994804 = -300485.226921
  nChanged 1091
		SP:Iteration 1F (18891.460000 sec): 3 clusters
  Score: Raw -303693.977289 + Penalty 2579.994804 = -301113.982485
  nChanged 208
		SP:Iteration 2F (18891.470000 sec): 3 clusters
  Score: Raw -303836.663801 + Penalty 2579.994804 = -301256.668996
  nChanged 157
		SP:Iteration 3F (18891.480000 sec): 3 clusters
  Score: Raw -303943.557352 + Penalty 2579.994804 = -301363.562548
  nChanged 135
		SP:Iteration 4Q (18891.480000 sec): 3 clusters
  Score: Raw -304027.055069 + Penalty 2579.994804 = -301447.060264
  nChanged 98
		SP:Iteration 5Q (18891.490000 sec): 3 clusters
  Score: Raw -304080.368432 + Penalty 2579.994804 = -301500.373628
  nChanged 76
		SP:Iteration 6Q (18891.500000 sec): 3 clusters
  Score: Raw -304124.736952 + Penalty 2579.994804 = -301544.742147
  nChanged 68
		SP:Iteration 7Q (18891.500000 sec): 3 clusters
  Score: Raw -304173.812987 + Penalty 2579.994804 = -301593.818183
  nChanged 68
		SP:Iteration 8Q (18891.510000 sec): 3 clusters
  Score: Raw -304229.670100 + Penalty 2579.994804 = -301649.675296
  nChanged 72
		SP:Iteration 9Q (18891.520000 sec): 3 clusters
  Score: Raw -304296.153125 + Penalty 2579.994804 = -301716.158321
  nChanged 91
		SP:Iteration 10Q (18891.520000 sec): 3 clusters
  Score: Raw -304387.215952 + Penalty 2579.994804 = -301807.221148
  nChanged 81
		SP:Iteration 11Q (18891.530000 sec): 3 clusters
  Score: Raw -304476.098679 + Penalty 2579.994804 = -301896.103875
  nChanged 71
		SP:Iteration 12Q (18891.540000 sec): 3 clusters
  Score: Raw -304558.586801 + Penalty 2579.994804 = -301978.591997
  nChanged 51
		SP:Iteration 13Q (18891.540000 sec): 3 clusters
  Score: Raw -304619.920521 + Penalty 2579.994804 = -302039.925717
  nChanged 45
		SP:Iteration 14Q (18891.550000 sec): 3 clusters
  Score: Raw -304673.042299 + Penalty 2579.994804 = -302093.047495
  nChanged 45
		SP:Iteration 15Q (18891.550000 sec): 3 clusters
  Score: Raw -304726.803757 + Penalty 2579.994804 = -302146.808953
  nChanged 41
		SP:Iteration 16Q (18891.560000 sec): 3 clusters
  Score: Raw -304771.162184 + Penalty 2579.994804 = -302191.167380
  nChanged 45
		SP:Iteration 17Q (18891.560000 sec): 3 clusters
  Score: Raw -304811.444919 + Penalty 2579.994804 = -302231.450115
  nChanged 39
		SP:Iteration 18Q (18891.570000 sec): 3 clusters
  Score: Raw -304846.575386 + Penalty 2579.994804 = -302266.580582
  nChanged 31
		SP:Iteration 19Q (18891.580000 sec): 3 clusters
  Score: Raw -304873.582333 + Penalty 2579.994804 = -302293.587529
  nChanged 28
		SP:Iteration 20F (18891.580000 sec): 3 clusters
  Score: Raw -304894.218921 + Penalty 2579.994804 = -302314.224117
  nChanged 30
		SP:Iteration 21Q (18891.590000 sec): 3 clusters
  Score: Raw -304922.016960 + Penalty 2579.994804 = -302342.022156
  nChanged 31
		SP:Iteration 22Q (18891.590000 sec): 3 clusters
  Score: Raw -304944.326252 + Penalty 2579.994804 = -302364.331448
  nChanged 30
		SP:Iteration 23Q (18891.600000 sec): 3 clusters
  Score: Raw -304967.559303 + Penalty 2579.994804 = -302387.564499
  nChanged 28
		SP:Iteration 24Q (18891.600000 sec): 3 clusters
  Score: Raw -304983.173653 + Penalty 2579.994804 = -302403.178849
  nChanged 19
		SP:Iteration 25Q (18891.610000 sec): 3 clusters
  Score: Raw -304994.571357 + Penalty 2579.994804 = -302414.576553
  nChanged 12
		SP:Iteration 26Q (18891.620000 sec): 3 clusters
  Score: Raw -305002.567124 + Penalty 2579.994804 = -302422.572320
  nChanged 10
		SP:Iteration 27Q (18891.620000 sec): 3 clusters
  Score: Raw -305008.266558 + Penalty 2579.994804 = -302428.271754
  nChanged 8
		SP:Iteration 28Q (18891.620000 sec): 3 clusters
  Score: Raw -305011.560832 + Penalty 2579.994804 = -302431.566028
  nChanged 10
		SP:Iteration 29Q (18891.630000 sec): 3 clusters
  Score: Raw -305016.454296 + Penalty 2579.994804 = -302436.459492
  nChanged 7
		SP:Iteration 30Q (18891.640000 sec): 3 clusters
  Score: Raw -305019.122203 + Penalty 2579.994804 = -302439.127399
  nChanged 2
		SP:Iteration 31Q (18891.640000 sec): 3 clusters
  Score: Raw -305020.332632 + Penalty 2579.994804 = -302440.337828
  nChanged 5
		SP:Iteration 32Q (18891.650000 sec): 3 clusters
  Score: Raw -305023.938305 + Penalty 2579.994804 = -302443.943501
  nChanged 5
		SP:Iteration 33Q (18891.650000 sec): 3 clusters
  Score: Raw -305026.525864 + Penalty 2579.994804 = -302446.531060
  nChanged 4
		SP:Iteration 34Q (18891.660000 sec): 3 clusters
  Score: Raw -305029.070653 + Penalty 2579.994804 = -302449.075849
  nChanged 6
		SP:Iteration 35Q (18891.660000 sec): 3 clusters
  Score: Raw -305033.211368 + Penalty 2579.994804 = -302453.216564
  nChanged 6
		SP:Iteration 36Q (18891.670000 sec): 3 clusters
  Score: Raw -305038.225671 + Penalty 2579.994804 = -302458.230866
  nChanged 9
		SP:Iteration 37Q (18891.670000 sec): 3 clusters
  Score: Raw -305043.572136 + Penalty 2579.994804 = -302463.577332
  nChanged 9
		SP:Iteration 38Q (18891.680000 sec): 3 clusters
  Score: Raw -305050.167553 + Penalty 2579.994804 = -302470.172749
  nChanged 9
		SP:Iteration 39Q (18891.680000 sec): 3 clusters
  Score: Raw -305055.426720 + Penalty 2579.994804 = -302475.431916
  nChanged 6
		SP:Iteration 40F (18891.690000 sec): 3 clusters
  Score: Raw -305059.573669 + Penalty 2579.994804 = -302479.578865
  nChanged 12
		SP:Iteration 41Q (18891.700000 sec): 3 clusters
  Score: Raw -305065.675659 + Penalty 2579.994804 = -302485.680855
  nChanged 7
		SP:Iteration 42Q (18891.700000 sec): 3 clusters
  Score: Raw -305069.920357 + Penalty 2579.994804 = -302489.925553
  nChanged 7
		SP:Iteration 43Q (18891.710000 sec): 3 clusters
  Score: Raw -305073.503478 + Penalty 2579.994804 = -302493.508674
  nChanged 11
		SP:Iteration 44Q (18891.710000 sec): 3 clusters
  Score: Raw -305080.191871 + Penalty 2579.994804 = -302500.197067
  nChanged 11
		SP:Iteration 45Q (18891.720000 sec): 3 clusters
  Score: Raw -305085.328686 + Penalty 2579.994804 = -302505.333882
  nChanged 15
		SP:Iteration 46Q (18891.720000 sec): 3 clusters
  Score: Raw -305093.046590 + Penalty 2579.994804 = -302513.051786
  nChanged 10
		SP:Iteration 47Q (18891.730000 sec): 3 clusters
  Score: Raw -305098.369910 + Penalty 2579.994804 = -302518.375106
  nChanged 6
		SP:Iteration 48Q (18891.730000 sec): 3 clusters
  Score: Raw -305100.922932 + Penalty 2579.994804 = -302520.928128
  nChanged 5
		SP:Iteration 49Q (18891.740000 sec): 3 clusters
  Score: Raw -305103.023794 + Penalty 2579.994804 = -302523.028990
  nChanged 6
		SP:Iteration 50Q (18891.740000 sec): 3 clusters
  Score: Raw -305105.668305 + Penalty 2579.994804 = -302525.673500
  nChanged 11
		SP:Iteration 51Q (18891.750000 sec): 3 clusters
  Score: Raw -305111.398240 + Penalty 2579.994804 = -302531.403435
  nChanged 5
		SP:Iteration 52Q (18891.760000 sec): 3 clusters
  Score: Raw -305113.941567 + Penalty 2579.994804 = -302533.946762
  nChanged 6
		SP:Iteration 53Q (18891.760000 sec): 3 clusters
  Score: Raw -305116.671407 + Penalty 2579.994804 = -302536.676603
  nChanged 4
		SP:Iteration 54Q (18891.770000 sec): 3 clusters
  Score: Raw -305119.386722 + Penalty 2579.994804 = -302539.391918
  nChanged 2
		SP:Iteration 55Q (18891.770000 sec): 3 clusters
  Score: Raw -305120.489538 + Penalty 2579.994804 = -302540.494733
  nChanged 3
		SP:Iteration 56Q (18891.780000 sec): 3 clusters
  Score: Raw -305122.897864 + Penalty 2579.994804 = -302542.903059
  nChanged 4
		SP:Iteration 57Q (18891.780000 sec): 3 clusters
  Score: Raw -305124.521474 + Penalty 2579.994804 = -302544.526670
  nChanged 5
		SP:Iteration 58Q (18891.790000 sec): 3 clusters
  Score: Raw -305126.182384 + Penalty 2579.994804 = -302546.187580
  nChanged 5
		SP:Iteration 59Q (18891.790000 sec): 3 clusters
  Score: Raw -305128.912893 + Penalty 2579.994804 = -302548.918089
  nChanged 2
		SP:Iteration 60F (18891.800000 sec): 3 clusters
  Score: Raw -305130.415373 + Penalty 2579.994804 = -302550.420569
  nChanged 1
		SP:Iteration 61Q (18891.800000 sec): 3 clusters
  Score: Raw -305130.921479 + Penalty 2579.994804 = -302550.926675
  nChanged 1
		SP:Iteration 62Q (18891.810000 sec): 3 clusters
  Score: Raw -305131.024538 + Penalty 2579.994804 = -302551.029734
  nChanged 2
		SP:Iteration 63Q (18891.820000 sec): 3 clusters
  Score: Raw -305131.370939 + Penalty 2579.994804 = -302551.376134
  nChanged 2
		SP:Iteration 64Q (18891.820000 sec): 3 clusters
  Score: Raw -305132.160926 + Penalty 2579.994804 = -302552.166122
  nChanged 1
		SP:Iteration 65Q (18891.830000 sec): 3 clusters
  Score: Raw -305132.784427 + Penalty 2579.994804 = -302552.789623
  nChanged 3
		SP:Iteration 66Q (18891.830000 sec): 3 clusters
  Score: Raw -305133.974710 + Penalty 2579.994804 = -302553.979906
  nChanged 3
		SP:Iteration 67Q (18891.840000 sec): 3 clusters
  Score: Raw -305135.132193 + Penalty 2579.994804 = -302555.137389
  nChanged 3
		SP:Iteration 68Q (18891.840000 sec): 3 clusters
  Score: Raw -305137.336113 + Penalty 2579.994804 = -302557.341309
  nChanged 4
		SP:Iteration 69Q (18891.850000 sec): 3 clusters
  Score: Raw -305139.386859 + Penalty 2579.994804 = -302559.392054
  nChanged 2
		SP:Iteration 70Q (18891.850000 sec): 3 clusters
  Score: Raw -305140.932025 + Penalty 2579.994804 = -302560.937221
  nChanged 2
		SP:Iteration 71Q (18891.860000 sec): 3 clusters
  Score: Raw -305142.833145 + Penalty 2579.994804 = -302562.838341
  nChanged 4
		SP:Iteration 72Q (18891.860000 sec): 3 clusters
  Score: Raw -305146.860488 + Penalty 2579.994804 = -302566.865684
  nChanged 4
		SP:Iteration 73Q (18891.870000 sec): 3 clusters
  Score: Raw -305150.443189 + Penalty 2579.994804 = -302570.448385
  nChanged 4
		SP:Iteration 74Q (18891.880000 sec): 3 clusters
  Score: Raw -305152.556692 + Penalty 2579.994804 = -302572.561888
  nChanged 4
		SP:Iteration 75Q (18891.880000 sec): 3 clusters
  Score: Raw -305156.021996 + Penalty 2579.994804 = -302576.027192
  nChanged 5
		SP:Iteration 76Q (18891.880000 sec): 3 clusters
  Score: Raw -305158.627131 + Penalty 2579.994804 = -302578.632327
  nChanged 3
		SP:Iteration 77Q (18891.890000 sec): 3 clusters
  Score: Raw -305160.412440 + Penalty 2579.994804 = -302580.417636
  nChanged 4
		SP:Iteration 78Q (18891.900000 sec): 3 clusters
  Score: Raw -305162.031840 + Penalty 2579.994804 = -302582.037036
  nChanged 1
		SP:Iteration 79Q (18891.900000 sec): 3 clusters
  Score: Raw -305162.245857 + Penalty 2579.994804 = -302582.251053
  nChanged 1
		SP:Iteration 80F (18891.910000 sec): 3 clusters
  Score: Raw -305162.554238 + Penalty 2579.994804 = -302582.559434
  nChanged 3
		SP:Iteration 81Q (18891.920000 sec): 3 clusters
  Score: Raw -305164.265495 + Penalty 2579.994804 = -302584.270691
  nChanged 3
		SP:Iteration 82Q (18891.920000 sec): 3 clusters
  Score: Raw -305165.461981 + Penalty 2579.994804 = -302585.467177
  nChanged 5
		SP:Iteration 83Q (18891.920000 sec): 3 clusters
  Score: Raw -305168.712674 + Penalty 2579.994804 = -302588.717870
  nChanged 4
		SP:Iteration 84Q (18891.930000 sec): 3 clusters
  Score: Raw -305171.251581 + Penalty 2579.994804 = -302591.256777
  nChanged 7
		SP:Iteration 85Q (18891.940000 sec): 3 clusters
  Score: Raw -305176.125293 + Penalty 2579.994804 = -302596.130488
  nChanged 5
		SP:Iteration 86Q (18891.940000 sec): 3 clusters
  Score: Raw -305180.076850 + Penalty 2579.994804 = -302600.082046
  nChanged 8
		SP:Iteration 87Q (18891.950000 sec): 3 clusters
  Score: Raw -305186.439258 + Penalty 2579.994804 = -302606.444454
  nChanged 12
		SP:Iteration 88Q (18891.950000 sec): 3 clusters
  Score: Raw -305194.098005 + Penalty 2579.994804 = -302614.103201
  nChanged 8
		SP:Iteration 89Q (18891.960000 sec): 3 clusters
  Score: Raw -305199.790407 + Penalty 2579.994804 = -302619.795603
  nChanged 5
		SP:Iteration 90Q (18891.960000 sec): 3 clusters
  Score: Raw -305203.310447 + Penalty 2579.994804 = -302623.315643
  nChanged 3
		SP:Iteration 91Q (18891.970000 sec): 3 clusters
  Score: Raw -305204.681966 + Penalty 2579.994804 = -302624.687161
  nChanged 4
		SP:Iteration 92Q (18891.970000 sec): 3 clusters
  Score: Raw -305207.399881 + Penalty 2579.994804 = -302627.405077
  nChanged 6
		SP:Iteration 93Q (18891.980000 sec): 3 clusters
  Score: Raw -305210.851794 + Penalty 2579.994804 = -302630.856990
  nChanged 7
		SP:Iteration 94Q (18891.980000 sec): 3 clusters
  Score: Raw -305215.604707 + Penalty 2579.994804 = -302635.609903
  nChanged 7
		SP:Iteration 95Q (18891.990000 sec): 3 clusters
  Score: Raw -305219.604478 + Penalty 2579.994804 = -302639.609674
  nChanged 6
		SP:Iteration 96Q (18892.000000 sec): 3 clusters
  Score: Raw -305223.482091 + Penalty 2579.994804 = -302643.487287
  nChanged 3
		SP:Iteration 97Q (18892.000000 sec): 3 clusters
  Score: Raw -305225.211132 + Penalty 2579.994804 = -302645.216328
  nChanged 3
		SP:Iteration 98Q (18892.000000 sec): 3 clusters
  Score: Raw -305226.991883 + Penalty 2579.994804 = -302646.997079
  nChanged 4
		SP:Iteration 99Q (18892.010000 sec): 3 clusters
  Score: Raw -305230.186960 + Penalty 2579.994804 = -302650.192156
  nChanged 8
		SP:Iteration 100F (18892.020000 sec): 3 clusters
  Score: Raw -305238.242166 + Penalty 2579.994804 = -302658.247362
  nChanged 13
		SP:Iteration 101Q (18892.020000 sec): 3 clusters
  Score: Raw -305247.346996 + Penalty 2579.994804 = -302667.352192
  nChanged 12
		SP:Iteration 102Q (18892.030000 sec): 3 clusters
  Score: Raw -305256.352663 + Penalty 2579.994804 = -302676.357859
  nChanged 12
		SP:Iteration 103Q (18892.040000 sec): 3 clusters
  Score: Raw -305267.339392 + Penalty 2579.994804 = -302687.344588
  nChanged 11
		SP:Iteration 104Q (18892.040000 sec): 3 clusters
  Score: Raw -305277.697857 + Penalty 2579.994804 = -302697.703053
  nChanged 18
		SP:Iteration 105Q (18892.040000 sec): 3 clusters
  Score: Raw -305294.589965 + Penalty 2579.994804 = -302714.595161
  nChanged 21
		SP:Iteration 106Q (18892.050000 sec): 3 clusters
  Score: Raw -305317.556815 + Penalty 2579.994804 = -302737.562011
  nChanged 26
		SP:Iteration 107Q (18892.060000 sec): 3 clusters
  Score: Raw -305340.151490 + Penalty 2579.994804 = -302760.156686
  nChanged 29
		SP:Iteration 108Q (18892.060000 sec): 3 clusters
  Score: Raw -305368.170291 + Penalty 2579.994804 = -302788.175487
  nChanged 19
		SP:Iteration 109Q (18892.070000 sec): 3 clusters
  Score: Raw -305386.681191 + Penalty 2579.994804 = -302806.686387
  nChanged 16
		SP:Iteration 110Q (18892.070000 sec): 3 clusters
  Score: Raw -305401.605149 + Penalty 2579.994804 = -302821.610344
  nChanged 24
		SP:Iteration 111Q (18892.080000 sec): 3 clusters
  Score: Raw -305423.114408 + Penalty 2579.994804 = -302843.119604
  nChanged 24
		SP:Iteration 112Q (18892.080000 sec): 3 clusters
  Score: Raw -305448.955068 + Penalty 2579.994804 = -302868.960264
  nChanged 24
		SP:Iteration 113Q (18892.090000 sec): 3 clusters
  Score: Raw -305476.084174 + Penalty 2579.994804 = -302896.089370
  nChanged 24
		SP:Iteration 114Q (18892.090000 sec): 3 clusters
  Score: Raw -305498.413119 + Penalty 2579.994804 = -302918.418315
  nChanged 21
		SP:Iteration 115Q (18892.100000 sec): 3 clusters
  Score: Raw -305511.304141 + Penalty 2579.994804 = -302931.309337
  nChanged 13
		SP:Iteration 116Q (18892.100000 sec): 3 clusters
  Score: Raw -305520.567893 + Penalty 2579.994804 = -302940.573089
  nChanged 7
		SP:Iteration 117Q (18892.110000 sec): 3 clusters
  Score: Raw -305524.855064 + Penalty 2579.994804 = -302944.860260
  nChanged 2
		SP:Iteration 118Q (18892.110000 sec): 3 clusters
  Score: Raw -305525.347655 + Penalty 2579.994804 = -302945.352851
  nChanged 2
		SP:Iteration 119Q (18892.120000 sec): 3 clusters
  Score: Raw -305525.842362 + Penalty 2579.994804 = -302945.847558
  nChanged 3
		SP:Iteration 120F (18892.120000 sec): 3 clusters
  Score: Raw -305533.789980 + Penalty 2579.994804 = -302953.795176
  nChanged 9
		SP:Iteration 121Q (18892.130000 sec): 3 clusters
  Score: Raw -305538.500127 + Penalty 2579.994804 = -302958.505323
  nChanged 6
		SP:Iteration 122Q (18892.130000 sec): 3 clusters
  Score: Raw -305540.266125 + Penalty 2579.994804 = -302960.271320
  nChanged 5
		SP:Iteration 123Q (18892.140000 sec): 3 clusters
  Score: Raw -305541.383652 + Penalty 2579.994804 = -302961.388848
  nChanged 4
		SP:Iteration 124Q (18892.140000 sec): 3 clusters
  Score: Raw -305543.328756 + Penalty 2579.994804 = -302963.333952
  nChanged 2
		SP:Iteration 125Q (18892.150000 sec): 3 clusters
  Score: Raw -305544.194845 + Penalty 2579.994804 = -302964.200041
  nChanged 4
		SP:Iteration 126Q (18892.160000 sec): 3 clusters
  Score: Raw -305546.181944 + Penalty 2579.994804 = -302966.187140
  nChanged 3
		SP:Iteration 127Q (18892.160000 sec): 3 clusters
  Score: Raw -305547.151520 + Penalty 2579.994804 = -302967.156715
  nChanged 3
		SP:Iteration 128Q (18892.160000 sec): 3 clusters
  Score: Raw -305548.141447 + Penalty 2579.994804 = -302968.146643
  nChanged 1
		SP:Iteration 129Q (18892.170000 sec): 3 clusters
  Score: Raw -305548.475400 + Penalty 2579.994804 = -302968.480596
  nChanged 1
		SP:Iteration 130Q (18892.180000 sec): 3 clusters
  Score: Raw -305548.903087 + Penalty 2579.994804 = -302968.908282
  nChanged 4
		SP:Iteration 131Q (18892.180000 sec): 3 clusters
  Score: Raw -305550.500743 + Penalty 2579.994804 = -302970.505939
  nChanged 3
		SP:Iteration 132Q (18892.180000 sec): 3 clusters
  Score: Raw -305551.467256 + Penalty 2579.994804 = -302971.472452
  nChanged 1
		SP:Iteration 133Q (18892.190000 sec): 3 clusters
  Score: Raw -305552.026575 + Penalty 2579.994804 = -302972.031771
  nChanged 0
		SP:Iteration 134F (18892.200000 sec): 3 clusters
  Score: Raw -305552.026575 + Penalty 2579.994804 = -302972.031771
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 36 (1789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18892.200000 sec): 2 clusters
  Score: Raw -192614.207823 + Penalty 1217.029464 = -191397.178359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18892.210000 sec): 3 clusters
  Score: Raw -191914.046862 + Penalty 2434.058927 = -189479.987935
  nChanged 610
		SP:Iteration 1F (18892.210000 sec): 3 clusters
  Score: Raw -192357.695139 + Penalty 2434.058927 = -189923.636212
  nChanged 153
		SP:Iteration 2F (18892.220000 sec): 3 clusters
  Score: Raw -192490.228579 + Penalty 2434.058927 = -190056.169651
  nChanged 85
		SP:Iteration 3Q (18892.220000 sec): 3 clusters
  Score: Raw -192551.116314 + Penalty 2434.058927 = -190117.057387
  nChanged 55
		SP:Iteration 4Q (18892.220000 sec): 3 clusters
  Score: Raw -192599.129215 + Penalty 2434.058927 = -190165.070288
  nChanged 51
		SP:Iteration 5Q (18892.230000 sec): 3 clusters
  Score: Raw -192638.846563 + Penalty 2434.058927 = -190204.787636
  nChanged 39
		SP:Iteration 6Q (18892.240000 sec): 3 clusters
  Score: Raw -192668.032976 + Penalty 2434.058927 = -190233.974049
  nChanged 37
		SP:Iteration 7Q (18892.240000 sec): 3 clusters
  Score: Raw -192693.835386 + Penalty 2434.058927 = -190259.776458
  nChanged 31
		SP:Iteration 8Q (18892.240000 sec): 3 clusters
  Score: Raw -192714.174924 + Penalty 2434.058927 = -190280.115997
  nChanged 28
		SP:Iteration 9Q (18892.250000 sec): 3 clusters
  Score: Raw -192731.496666 + Penalty 2434.058927 = -190297.437739
  nChanged 27
		SP:Iteration 10Q (18892.250000 sec): 3 clusters
  Score: Raw -192750.136009 + Penalty 2434.058927 = -190316.077081
  nChanged 24
		SP:Iteration 11Q (18892.260000 sec): 3 clusters
  Score: Raw -192763.467551 + Penalty 2434.058927 = -190329.408623
  nChanged 19
		SP:Iteration 12Q (18892.260000 sec): 3 clusters
  Score: Raw -192776.499010 + Penalty 2434.058927 = -190342.440083
  nChanged 20
		SP:Iteration 13Q (18892.260000 sec): 3 clusters
  Score: Raw -192789.393983 + Penalty 2434.058927 = -190355.335056
  nChanged 20
		SP:Iteration 14Q (18892.270000 sec): 3 clusters
  Score: Raw -192800.025379 + Penalty 2434.058927 = -190365.966452
  nChanged 20
		SP:Iteration 15Q (18892.270000 sec): 3 clusters
  Score: Raw -192814.521360 + Penalty 2434.058927 = -190380.462433
  nChanged 21
		SP:Iteration 16Q (18892.280000 sec): 3 clusters
  Score: Raw -192827.650851 + Penalty 2434.058927 = -190393.591924
  nChanged 22
		SP:Iteration 17Q (18892.280000 sec): 3 clusters
  Score: Raw -192845.603196 + Penalty 2434.058927 = -190411.544269
  nChanged 21
		SP:Iteration 18Q (18892.280000 sec): 3 clusters
  Score: Raw -192857.897377 + Penalty 2434.058927 = -190423.838450
  nChanged 15
		SP:Iteration 19Q (18892.290000 sec): 3 clusters
  Score: Raw -192869.146261 + Penalty 2434.058927 = -190435.087333
  nChanged 24
		SP:Iteration 20F (18892.290000 sec): 3 clusters
  Score: Raw -192890.809632 + Penalty 2434.058927 = -190456.750705
  nChanged 31
		SP:Iteration 21Q (18892.300000 sec): 3 clusters
  Score: Raw -192916.416151 + Penalty 2434.058927 = -190482.357224
  nChanged 30
		SP:Iteration 22Q (18892.300000 sec): 3 clusters
  Score: Raw -192940.050954 + Penalty 2434.058927 = -190505.992027
  nChanged 25
		SP:Iteration 23Q (18892.300000 sec): 3 clusters
  Score: Raw -192955.533293 + Penalty 2434.058927 = -190521.474366
  nChanged 23
		SP:Iteration 24Q (18892.310000 sec): 3 clusters
  Score: Raw -192973.335436 + Penalty 2434.058927 = -190539.276509
  nChanged 19
		SP:Iteration 25Q (18892.310000 sec): 3 clusters
  Score: Raw -192988.637443 + Penalty 2434.058927 = -190554.578516
  nChanged 22
		SP:Iteration 26Q (18892.320000 sec): 3 clusters
  Score: Raw -193009.145703 + Penalty 2434.058927 = -190575.086776
  nChanged 24
		SP:Iteration 27Q (18892.320000 sec): 3 clusters
  Score: Raw -193027.457469 + Penalty 2434.058927 = -190593.398542
  nChanged 24
		SP:Iteration 28Q (18892.320000 sec): 3 clusters
  Score: Raw -193046.338972 + Penalty 2434.058927 = -190612.280045
  nChanged 23
		SP:Iteration 29Q (18892.330000 sec): 3 clusters
  Score: Raw -193061.206660 + Penalty 2434.058927 = -190627.147733
  nChanged 22
		SP:Iteration 30Q (18892.330000 sec): 3 clusters
  Score: Raw -193081.860781 + Penalty 2434.058927 = -190647.801854
  nChanged 27
		SP:Iteration 31Q (18892.330000 sec): 3 clusters
  Score: Raw -193107.921189 + Penalty 2434.058927 = -190673.862262
  nChanged 35
		SP:Iteration 32Q (18892.340000 sec): 3 clusters
  Score: Raw -193146.544267 + Penalty 2434.058927 = -190712.485340
  nChanged 32
		SP:Iteration 33Q (18892.340000 sec): 3 clusters
  Score: Raw -193173.304829 + Penalty 2434.058927 = -190739.245902
  nChanged 22
		SP:Iteration 34Q (18892.340000 sec): 3 clusters
  Score: Raw -193192.867965 + Penalty 2434.058927 = -190758.809038
  nChanged 16
		SP:Iteration 35Q (18892.350000 sec): 3 clusters
  Score: Raw -193207.158228 + Penalty 2434.058927 = -190773.099301
  nChanged 15
		SP:Iteration 36Q (18892.350000 sec): 3 clusters
  Score: Raw -193217.324270 + Penalty 2434.058927 = -190783.265343
  nChanged 11
		SP:Iteration 37Q (18892.360000 sec): 3 clusters
  Score: Raw -193224.932111 + Penalty 2434.058927 = -190790.873184
  nChanged 16
		SP:Iteration 38Q (18892.360000 sec): 3 clusters
  Score: Raw -193238.149266 + Penalty 2434.058927 = -190804.090339
  nChanged 12
		SP:Iteration 39Q (18892.360000 sec): 3 clusters
  Score: Raw -193247.831670 + Penalty 2434.058927 = -190813.772743
  nChanged 10
		SP:Iteration 40F (18892.370000 sec): 3 clusters
  Score: Raw -193258.347492 + Penalty 2434.058927 = -190824.288565
  nChanged 16
		SP:Iteration 41Q (18892.370000 sec): 3 clusters
  Score: Raw -193272.333620 + Penalty 2434.058927 = -190838.274693
  nChanged 17
		SP:Iteration 42Q (18892.380000 sec): 3 clusters
  Score: Raw -193295.244928 + Penalty 2434.058927 = -190861.186001
  nChanged 14
		SP:Iteration 43Q (18892.380000 sec): 3 clusters
  Score: Raw -193311.667314 + Penalty 2434.058927 = -190877.608387
  nChanged 11
		SP:Iteration 44Q (18892.380000 sec): 3 clusters
  Score: Raw -193330.964318 + Penalty 2434.058927 = -190896.905391
  nChanged 8
		SP:Iteration 45Q (18892.380000 sec): 3 clusters
  Score: Raw -193338.074023 + Penalty 2434.058927 = -190904.015096
  nChanged 4
		SP:Iteration 46Q (18892.390000 sec): 3 clusters
  Score: Raw -193340.476454 + Penalty 2434.058927 = -190906.417527
  nChanged 2
		SP:Iteration 47Q (18892.390000 sec): 3 clusters
  Score: Raw -193341.340065 + Penalty 2434.058927 = -190907.281138
  nChanged 1
		SP:Iteration 48Q (18892.400000 sec): 3 clusters
  Score: Raw -193341.604455 + Penalty 2434.058927 = -190907.545528
  nChanged 0
		SP:Iteration 49F (18892.400000 sec): 3 clusters
  Score: Raw -193341.604455 + Penalty 2434.058927 = -190907.545528
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 37 (12511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18892.440000 sec): 2 clusters
  Score: Raw -1433386.518063 + Penalty 1533.084075 = -1431853.433988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18892.460000 sec): 3 clusters
  Score: Raw -1426107.256832 + Penalty 3066.168149 = -1423041.088683
  nChanged 5558
		SP:Iteration 1F (18892.500000 sec): 3 clusters
  Score: Raw -1429252.048340 + Penalty 3066.168149 = -1426185.880191
  nChanged 815
		SP:Iteration 2F (18892.520000 sec): 3 clusters
  Score: Raw -1429682.084433 + Penalty 3066.168149 = -1426615.916283
  nChanged 747
		SP:Iteration 3F (18892.560000 sec): 3 clusters
  Score: Raw -1430071.501443 + Penalty 3066.168149 = -1427005.333293
  nChanged 705
		SP:Iteration 4F (18892.580000 sec): 3 clusters
  Score: Raw -1430475.975401 + Penalty 3066.168149 = -1427409.807252
  nChanged 719
		SP:Iteration 5F (18892.610000 sec): 3 clusters
  Score: Raw -1430866.241108 + Penalty 3066.168149 = -1427800.072959
  nChanged 629
		SP:Iteration 6F (18892.640000 sec): 3 clusters
  Score: Raw -1431174.368990 + Penalty 3066.168149 = -1428108.200841
  nChanged 559
		SP:Iteration 7Q (18892.670000 sec): 3 clusters
  Score: Raw -1431426.694079 + Penalty 3066.168149 = -1428360.525930
  nChanged 481
		SP:Iteration 8Q (18892.700000 sec): 3 clusters
  Score: Raw -1431615.252350 + Penalty 3066.168149 = -1428549.084201
  nChanged 376
		SP:Iteration 9Q (18892.730000 sec): 3 clusters
  Score: Raw -1431754.471759 + Penalty 3066.168149 = -1428688.303610
  nChanged 306
		SP:Iteration 10Q (18892.760000 sec): 3 clusters
  Score: Raw -1431855.210527 + Penalty 3066.168149 = -1428789.042378
  nChanged 285
		SP:Iteration 11Q (18892.790000 sec): 3 clusters
  Score: Raw -1431960.312470 + Penalty 3066.168149 = -1428894.144320
  nChanged 287
		SP:Iteration 12Q (18892.820000 sec): 3 clusters
  Score: Raw -1432076.002349 + Penalty 3066.168149 = -1429009.834200
  nChanged 299
		SP:Iteration 13Q (18892.850000 sec): 3 clusters
  Score: Raw -1432199.416499 + Penalty 3066.168149 = -1429133.248350
  nChanged 289
		SP:Iteration 14Q (18892.880000 sec): 3 clusters
  Score: Raw -1432324.352551 + Penalty 3066.168149 = -1429258.184402
  nChanged 309
		SP:Iteration 15Q (18892.900000 sec): 3 clusters
  Score: Raw -1432453.588214 + Penalty 3066.168149 = -1429387.420065
  nChanged 285
		SP:Iteration 16Q (18892.930000 sec): 3 clusters
  Score: Raw -1432580.711313 + Penalty 3066.168149 = -1429514.543164
  nChanged 274
		SP:Iteration 17Q (18892.960000 sec): 3 clusters
  Score: Raw -1432702.784664 + Penalty 3066.168149 = -1429636.616514
  nChanged 263
		SP:Iteration 18Q (18892.990000 sec): 3 clusters
  Score: Raw -1432818.687024 + Penalty 3066.168149 = -1429752.518874
  nChanged 229
		SP:Iteration 19Q (18893.020000 sec): 3 clusters
  Score: Raw -1432923.546822 + Penalty 3066.168149 = -1429857.378673
  nChanged 179
		SP:Iteration 20F (18893.040000 sec): 3 clusters
  Score: Raw -1433015.630045 + Penalty 3066.168149 = -1429949.461896
  nChanged 162
		SP:Iteration 21Q (18893.070000 sec): 3 clusters
  Score: Raw -1433104.953737 + Penalty 3066.168149 = -1430038.785588
  nChanged 143
		SP:Iteration 22Q (18893.100000 sec): 3 clusters
  Score: Raw -1433181.693423 + Penalty 3066.168149 = -1430115.525274
  nChanged 123
		SP:Iteration 23Q (18893.120000 sec): 3 clusters
  Score: Raw -1433239.149551 + Penalty 3066.168149 = -1430172.981402
  nChanged 92
		SP:Iteration 24Q (18893.150000 sec): 3 clusters
  Score: Raw -1433281.402086 + Penalty 3066.168149 = -1430215.233936
  nChanged 93
		SP:Iteration 25Q (18893.180000 sec): 3 clusters
  Score: Raw -1433318.799037 + Penalty 3066.168149 = -1430252.630888
  nChanged 70
		SP:Iteration 26Q (18893.200000 sec): 3 clusters
  Score: Raw -1433349.592642 + Penalty 3066.168149 = -1430283.424492
  nChanged 70
		SP:Iteration 27Q (18893.230000 sec): 3 clusters
  Score: Raw -1433380.091561 + Penalty 3066.168149 = -1430313.923411
  nChanged 59
		SP:Iteration 28Q (18893.250000 sec): 3 clusters
  Score: Raw -1433404.657487 + Penalty 3066.168149 = -1430338.489337
  nChanged 50
		SP:Iteration 29Q (18893.280000 sec): 3 clusters
  Score: Raw -1433425.388364 + Penalty 3066.168149 = -1430359.220215
  nChanged 50
		SP:Iteration 30Q (18893.300000 sec): 3 clusters
  Score: Raw -1433448.927123 + Penalty 3066.168149 = -1430382.758973
  nChanged 50
		SP:Iteration 31Q (18893.320000 sec): 3 clusters
  Score: Raw -1433478.994714 + Penalty 3066.168149 = -1430412.826565
  nChanged 56
		SP:Iteration 32Q (18893.350000 sec): 3 clusters
  Score: Raw -1433504.748072 + Penalty 3066.168149 = -1430438.579923
  nChanged 33
		SP:Iteration 33Q (18893.370000 sec): 3 clusters
  Score: Raw -1433519.110753 + Penalty 3066.168149 = -1430452.942603
  nChanged 25
		SP:Iteration 34Q (18893.400000 sec): 3 clusters
  Score: Raw -1433531.319022 + Penalty 3066.168149 = -1430465.150873
  nChanged 24
		SP:Iteration 35Q (18893.420000 sec): 3 clusters
  Score: Raw -1433540.564460 + Penalty 3066.168149 = -1430474.396311
  nChanged 15
		SP:Iteration 36Q (18893.440000 sec): 3 clusters
  Score: Raw -1433547.322818 + Penalty 3066.168149 = -1430481.154669
  nChanged 12
		SP:Iteration 37Q (18893.470000 sec): 3 clusters
  Score: Raw -1433551.773151 + Penalty 3066.168149 = -1430485.605002
  nChanged 8
		SP:Iteration 38Q (18893.490000 sec): 3 clusters
  Score: Raw -1433555.990455 + Penalty 3066.168149 = -1430489.822306
  nChanged 8
		SP:Iteration 39Q (18893.510000 sec): 3 clusters
  Score: Raw -1433558.431909 + Penalty 3066.168149 = -1430492.263760
  nChanged 8
		SP:Iteration 40F (18893.540000 sec): 3 clusters
  Score: Raw -1433560.852222 + Penalty 3066.168149 = -1430494.684072
  nChanged 4
		SP:Iteration 41Q (18893.570000 sec): 3 clusters
  Score: Raw -1433561.936541 + Penalty 3066.168149 = -1430495.768392
  nChanged 3
		SP:Iteration 42Q (18893.590000 sec): 3 clusters
  Score: Raw -1433562.933279 + Penalty 3066.168149 = -1430496.765130
  nChanged 4
		SP:Iteration 43Q (18893.610000 sec): 3 clusters
  Score: Raw -1433565.065470 + Penalty 3066.168149 = -1430498.897321
  nChanged 4
		SP:Iteration 44Q (18893.640000 sec): 3 clusters
  Score: Raw -1433567.011300 + Penalty 3066.168149 = -1430500.843151
  nChanged 5
		SP:Iteration 45Q (18893.660000 sec): 3 clusters
  Score: Raw -1433568.888901 + Penalty 3066.168149 = -1430502.720752
  nChanged 1
		SP:Iteration 46Q (18893.680000 sec): 3 clusters
  Score: Raw -1433569.409156 + Penalty 3066.168149 = -1430503.241007
  nChanged 4
		SP:Iteration 47Q (18893.700000 sec): 3 clusters
  Score: Raw -1433571.445427 + Penalty 3066.168149 = -1430505.277278
  nChanged 3
		SP:Iteration 48Q (18893.730000 sec): 3 clusters
  Score: Raw -1433572.687191 + Penalty 3066.168149 = -1430506.519042
  nChanged 4
		SP:Iteration 49Q (18893.750000 sec): 3 clusters
  Score: Raw -1433573.779284 + Penalty 3066.168149 = -1430507.611134
  nChanged 2
		SP:Iteration 50Q (18893.780000 sec): 3 clusters
  Score: Raw -1433574.150250 + Penalty 3066.168149 = -1430507.982100
  nChanged 1
		SP:Iteration 51Q (18893.800000 sec): 3 clusters
  Score: Raw -1433574.409526 + Penalty 3066.168149 = -1430508.241377
  nChanged 0
		SP:Iteration 52F (18893.830000 sec): 3 clusters
  Score: Raw -1433574.409526 + Penalty 3066.168149 = -1430508.241377
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 38 (3259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18893.840000 sec): 2 clusters
  Score: Raw -377375.007851 + Penalty 1314.491048 = -376060.516803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18893.850000 sec): 3 clusters
  Score: Raw -375827.982344 + Penalty 2628.982096 = -373199.000249
  nChanged 1239
		SP:Iteration 1F (18893.860000 sec): 3 clusters
  Score: Raw -376533.998080 + Penalty 2628.982096 = -373905.015985
  nChanged 233
		SP:Iteration 2F (18893.860000 sec): 3 clusters
  Score: Raw -376659.843609 + Penalty 2628.982096 = -374030.861513
  nChanged 142
		SP:Iteration 3Q (18893.870000 sec): 3 clusters
  Score: Raw -376730.694223 + Penalty 2628.982096 = -374101.712127
  nChanged 98
		SP:Iteration 4Q (18893.880000 sec): 3 clusters
  Score: Raw -376778.121122 + Penalty 2628.982096 = -374149.139027
  nChanged 80
		SP:Iteration 5Q (18893.890000 sec): 3 clusters
  Score: Raw -376818.811414 + Penalty 2628.982096 = -374189.829319
  nChanged 63
		SP:Iteration 6Q (18893.900000 sec): 3 clusters
  Score: Raw -376844.988145 + Penalty 2628.982096 = -374216.006049
  nChanged 56
		SP:Iteration 7Q (18893.900000 sec): 3 clusters
  Score: Raw -376867.135264 + Penalty 2628.982096 = -374238.153168
  nChanged 43
		SP:Iteration 8Q (18893.910000 sec): 3 clusters
  Score: Raw -376882.853379 + Penalty 2628.982096 = -374253.871283
  nChanged 38
		SP:Iteration 9Q (18893.920000 sec): 3 clusters
  Score: Raw -376899.456180 + Penalty 2628.982096 = -374270.474084
  nChanged 40
		SP:Iteration 10Q (18893.920000 sec): 3 clusters
  Score: Raw -376912.916466 + Penalty 2628.982096 = -374283.934371
  nChanged 32
		SP:Iteration 11Q (18893.930000 sec): 3 clusters
  Score: Raw -376926.007700 + Penalty 2628.982096 = -374297.025604
  nChanged 27
		SP:Iteration 12Q (18893.940000 sec): 3 clusters
  Score: Raw -376934.788869 + Penalty 2628.982096 = -374305.806774
  nChanged 24
		SP:Iteration 13Q (18893.950000 sec): 3 clusters
  Score: Raw -376944.524729 + Penalty 2628.982096 = -374315.542633
  nChanged 27
		SP:Iteration 14Q (18893.960000 sec): 3 clusters
  Score: Raw -376955.320612 + Penalty 2628.982096 = -374326.338516
  nChanged 32
		SP:Iteration 15Q (18893.960000 sec): 3 clusters
  Score: Raw -376964.936614 + Penalty 2628.982096 = -374335.954519
  nChanged 24
		SP:Iteration 16Q (18893.970000 sec): 3 clusters
  Score: Raw -376974.549457 + Penalty 2628.982096 = -374345.567361
  nChanged 28
		SP:Iteration 17Q (18893.980000 sec): 3 clusters
  Score: Raw -376986.115373 + Penalty 2628.982096 = -374357.133277
  nChanged 30
		SP:Iteration 18Q (18893.990000 sec): 3 clusters
  Score: Raw -376996.745815 + Penalty 2628.982096 = -374367.763719
  nChanged 31
		SP:Iteration 19Q (18893.990000 sec): 3 clusters
  Score: Raw -377009.458058 + Penalty 2628.982096 = -374380.475962
  nChanged 33
		SP:Iteration 20F (18894.000000 sec): 3 clusters
  Score: Raw -377021.472607 + Penalty 2628.982096 = -374392.490511
  nChanged 37
		SP:Iteration 21Q (18894.010000 sec): 3 clusters
  Score: Raw -377035.859869 + Penalty 2628.982096 = -374406.877773
  nChanged 40
		SP:Iteration 22Q (18894.020000 sec): 3 clusters
  Score: Raw -377053.414704 + Penalty 2628.982096 = -374424.432608
  nChanged 35
		SP:Iteration 23Q (18894.020000 sec): 3 clusters
  Score: Raw -377071.437382 + Penalty 2628.982096 = -374442.455286
  nChanged 39
		SP:Iteration 24Q (18894.030000 sec): 3 clusters
  Score: Raw -377091.256899 + Penalty 2628.982096 = -374462.274804
  nChanged 38
		SP:Iteration 25Q (18894.040000 sec): 3 clusters
  Score: Raw -377115.498407 + Penalty 2628.982096 = -374486.516312
  nChanged 42
		SP:Iteration 26Q (18894.050000 sec): 3 clusters
  Score: Raw -377143.550177 + Penalty 2628.982096 = -374514.568081
  nChanged 55
		SP:Iteration 27Q (18894.050000 sec): 3 clusters
  Score: Raw -377175.770667 + Penalty 2628.982096 = -374546.788572
  nChanged 53
		SP:Iteration 28Q (18894.060000 sec): 3 clusters
  Score: Raw -377203.712141 + Penalty 2628.982096 = -374574.730046
  nChanged 42
		SP:Iteration 29Q (18894.060000 sec): 3 clusters
  Score: Raw -377222.604598 + Penalty 2628.982096 = -374593.622502
  nChanged 38
		SP:Iteration 30Q (18894.070000 sec): 3 clusters
  Score: Raw -377241.917585 + Penalty 2628.982096 = -374612.935489
  nChanged 36
		SP:Iteration 31Q (18894.080000 sec): 3 clusters
  Score: Raw -377259.634659 + Penalty 2628.982096 = -374630.652563
  nChanged 41
		SP:Iteration 32Q (18894.090000 sec): 3 clusters
  Score: Raw -377285.848388 + Penalty 2628.982096 = -374656.866292
  nChanged 46
		SP:Iteration 33Q (18894.100000 sec): 3 clusters
  Score: Raw -377315.293753 + Penalty 2628.982096 = -374686.311657
  nChanged 51
		SP:Iteration 34Q (18894.100000 sec): 3 clusters
  Score: Raw -377349.585346 + Penalty 2628.982096 = -374720.603250
  nChanged 45
		SP:Iteration 35Q (18894.110000 sec): 3 clusters
  Score: Raw -377383.572816 + Penalty 2628.982096 = -374754.590720
  nChanged 44
		SP:Iteration 36Q (18894.120000 sec): 3 clusters
  Score: Raw -377415.675680 + Penalty 2628.982096 = -374786.693584
  nChanged 37
		SP:Iteration 37Q (18894.120000 sec): 3 clusters
  Score: Raw -377442.569767 + Penalty 2628.982096 = -374813.587672
  nChanged 34
		SP:Iteration 38Q (18894.130000 sec): 3 clusters
  Score: Raw -377463.902796 + Penalty 2628.982096 = -374834.920700
  nChanged 28
		SP:Iteration 39Q (18894.140000 sec): 3 clusters
  Score: Raw -377482.758465 + Penalty 2628.982096 = -374853.776369
  nChanged 24
		SP:Iteration 40F (18894.150000 sec): 3 clusters
  Score: Raw -377496.217842 + Penalty 2628.982096 = -374867.235746
  nChanged 22
		SP:Iteration 41Q (18894.150000 sec): 3 clusters
  Score: Raw -377519.942989 + Penalty 2628.982096 = -374890.960894
  nChanged 20
		SP:Iteration 42Q (18894.160000 sec): 3 clusters
  Score: Raw -377535.275040 + Penalty 2628.982096 = -374906.292945
  nChanged 20
		SP:Iteration 43Q (18894.170000 sec): 3 clusters
  Score: Raw -377550.307132 + Penalty 2628.982096 = -374921.325036
  nChanged 15
		SP:Iteration 44Q (18894.180000 sec): 3 clusters
  Score: Raw -377564.562720 + Penalty 2628.982096 = -374935.580624
  nChanged 16
		SP:Iteration 45Q (18894.180000 sec): 3 clusters
  Score: Raw -377577.822682 + Penalty 2628.982096 = -374948.840586
  nChanged 14
		SP:Iteration 46Q (18894.190000 sec): 3 clusters
  Score: Raw -377588.084809 + Penalty 2628.982096 = -374959.102713
  nChanged 15
		SP:Iteration 47Q (18894.200000 sec): 3 clusters
  Score: Raw -377598.418249 + Penalty 2628.982096 = -374969.436154
  nChanged 11
		SP:Iteration 48Q (18894.200000 sec): 3 clusters
  Score: Raw -377604.725484 + Penalty 2628.982096 = -374975.743389
  nChanged 4
		SP:Iteration 49Q (18894.210000 sec): 3 clusters
  Score: Raw -377606.756963 + Penalty 2628.982096 = -374977.774867
  nChanged 5
		SP:Iteration 50Q (18894.220000 sec): 3 clusters
  Score: Raw -377608.484069 + Penalty 2628.982096 = -374979.501974
  nChanged 2
		SP:Iteration 51Q (18894.220000 sec): 3 clusters
  Score: Raw -377609.584919 + Penalty 2628.982096 = -374980.602824
  nChanged 3
		SP:Iteration 52Q (18894.230000 sec): 3 clusters
  Score: Raw -377610.633538 + Penalty 2628.982096 = -374981.651442
  nChanged 2
		SP:Iteration 53Q (18894.240000 sec): 3 clusters
  Score: Raw -377611.460237 + Penalty 2628.982096 = -374982.478142
  nChanged 4
		SP:Iteration 54Q (18894.240000 sec): 3 clusters
  Score: Raw -377613.083288 + Penalty 2628.982096 = -374984.101192
  nChanged 2
		SP:Iteration 55Q (18894.250000 sec): 3 clusters
  Score: Raw -377613.832823 + Penalty 2628.982096 = -374984.850727
  nChanged 4
		SP:Iteration 56Q (18894.250000 sec): 3 clusters
  Score: Raw -377616.029342 + Penalty 2628.982096 = -374987.047246
  nChanged 5
		SP:Iteration 57Q (18894.260000 sec): 3 clusters
  Score: Raw -377619.824085 + Penalty 2628.982096 = -374990.841989
  nChanged 3
		SP:Iteration 58Q (18894.270000 sec): 3 clusters
  Score: Raw -377621.727034 + Penalty 2628.982096 = -374992.744939
  nChanged 3
		SP:Iteration 59Q (18894.270000 sec): 3 clusters
  Score: Raw -377623.433640 + Penalty 2628.982096 = -374994.451545
  nChanged 0
		SP:Iteration 60F (18894.280000 sec): 3 clusters
  Score: Raw -377623.433640 + Penalty 2628.982096 = -374994.451545
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 39 (275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18894.290000 sec): 2 clusters
  Score: Raw -26928.227996 + Penalty 912.725303 = -26015.502693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18894.290000 sec): 3 clusters
  Score: Raw -27016.553625 + Penalty 1825.450607 = -25191.103019
  nChanged 50
		SP:Iteration 1F (18894.290000 sec): 3 clusters
  Score: Raw -27191.646589 + Penalty 1825.450607 = -25366.195982
  nChanged 26
		SP:Iteration 2F (18894.290000 sec): 3 clusters
  Score: Raw -27258.637580 + Penalty 1825.450607 = -25433.186973
  nChanged 9
		SP:Iteration 3Q (18894.290000 sec): 3 clusters
  Score: Raw -27290.585012 + Penalty 1825.450607 = -25465.134405
  nChanged 7
		SP:Iteration 4Q (18894.290000 sec): 3 clusters
  Score: Raw -27315.231250 + Penalty 1825.450607 = -25489.780643
  nChanged 7
		SP:Iteration 5Q (18894.290000 sec): 3 clusters
  Score: Raw -27335.959728 + Penalty 1825.450607 = -25510.509121
  nChanged 1
		SP:Iteration 6Q (18894.290000 sec): 3 clusters
  Score: Raw -27338.361096 + Penalty 1825.450607 = -25512.910489
  nChanged 1
		SP:Iteration 7Q (18894.290000 sec): 3 clusters
  Score: Raw -27340.845566 + Penalty 1825.450607 = -25515.394959
  nChanged 0
		SP:Iteration 8F (18894.290000 sec): 3 clusters
  Score: Raw -27340.845566 + Penalty 1825.450607 = -25515.394959
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 40 (17410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18894.340000 sec): 2 clusters
  Score: Raw -1982462.702059 + Penalty 1586.780005 = -1980875.922053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18894.390000 sec): 3 clusters
  Score: Raw -1972233.883286 + Penalty 3173.560011 = -1969060.323275
  nChanged 7788
		SP:Iteration 1F (18894.430000 sec): 3 clusters
  Score: Raw -1976459.396556 + Penalty 3173.560011 = -1973285.836545
  nChanged 912
		SP:Iteration 2F (18894.470000 sec): 3 clusters
  Score: Raw -1976806.606569 + Penalty 3173.560011 = -1973633.046559
  nChanged 875
		SP:Iteration 3F (18894.510000 sec): 3 clusters
  Score: Raw -1977170.418424 + Penalty 3173.560011 = -1973996.858413
  nChanged 830
		SP:Iteration 4Q (18894.550000 sec): 3 clusters
  Score: Raw -1977559.556698 + Penalty 3173.560011 = -1974385.996687
  nChanged 896
		SP:Iteration 5F (18894.590000 sec): 3 clusters
  Score: Raw -1978021.608861 + Penalty 3173.560011 = -1974848.048851
  nChanged 984
		SP:Iteration 6F (18894.630000 sec): 3 clusters
  Score: Raw -1978640.469893 + Penalty 3173.560011 = -1975466.909882
  nChanged 1106
		SP:Iteration 7F (18894.680000 sec): 3 clusters
  Score: Raw -1979480.300982 + Penalty 3173.560011 = -1976306.740971
  nChanged 1174
		SP:Iteration 8F (18894.720000 sec): 3 clusters
  Score: Raw -1980477.360141 + Penalty 3173.560011 = -1977303.800131
  nChanged 1014
		SP:Iteration 9F (18894.760000 sec): 3 clusters
  Score: Raw -1981392.467073 + Penalty 3173.560011 = -1978218.907062
  nChanged 746
		SP:Iteration 10Q (18894.800000 sec): 3 clusters
  Score: Raw -1982057.826408 + Penalty 3173.560011 = -1978884.266397
  nChanged 400
		SP:Iteration 11Q (18894.840000 sec): 3 clusters
  Score: Raw -1982469.039471 + Penalty 3173.560011 = -1979295.479460
  nChanged 232
		SP:Iteration 12Q (18894.870000 sec): 3 clusters
  Score: Raw -1982790.512544 + Penalty 3173.560011 = -1979616.952533
  nChanged 165
		SP:Iteration 13Q (18894.910000 sec): 3 clusters
  Score: Raw -1983108.993807 + Penalty 3173.560011 = -1979935.433796
  nChanged 139
		SP:Iteration 14Q (18894.940000 sec): 3 clusters
  Score: Raw -1983331.846027 + Penalty 3173.560011 = -1980158.286016
  nChanged 104
		SP:Iteration 15Q (18894.970000 sec): 3 clusters
  Score: Raw -1983443.621620 + Penalty 3173.560011 = -1980270.061610
  nChanged 63
		SP:Iteration 16Q (18895.000000 sec): 3 clusters
  Score: Raw -1983488.857396 + Penalty 3173.560011 = -1980315.297385
  nChanged 43
		SP:Iteration 17Q (18895.020000 sec): 3 clusters
  Score: Raw -1983520.825654 + Penalty 3173.560011 = -1980347.265643
  nChanged 23
		SP:Iteration 18Q (18895.050000 sec): 3 clusters
  Score: Raw -1983533.104095 + Penalty 3173.560011 = -1980359.544085
  nChanged 21
		SP:Iteration 19Q (18895.080000 sec): 3 clusters
  Score: Raw -1983542.536645 + Penalty 3173.560011 = -1980368.976635
  nChanged 17
		SP:Iteration 20F (18895.120000 sec): 3 clusters
  Score: Raw -1983556.435406 + Penalty 3173.560011 = -1980382.875396
  nChanged 14
		SP:Iteration 21Q (18895.150000 sec): 3 clusters
  Score: Raw -1983565.054849 + Penalty 3173.560011 = -1980391.494839
  nChanged 9
		SP:Iteration 22Q (18895.180000 sec): 3 clusters
  Score: Raw -1983568.705908 + Penalty 3173.560011 = -1980395.145897
  nChanged 4
		SP:Iteration 23Q (18895.210000 sec): 3 clusters
  Score: Raw -1983569.638080 + Penalty 3173.560011 = -1980396.078069
  nChanged 3
		SP:Iteration 24Q (18895.240000 sec): 3 clusters
  Score: Raw -1983570.346624 + Penalty 3173.560011 = -1980396.786614
  nChanged 2
		SP:Iteration 25Q (18895.270000 sec): 3 clusters
  Score: Raw -1983571.256057 + Penalty 3173.560011 = -1980397.696046
  nChanged 2
		SP:Iteration 26Q (18895.300000 sec): 3 clusters
  Score: Raw -1983571.622604 + Penalty 3173.560011 = -1980398.062593
  nChanged 2
		SP:Iteration 27Q (18895.320000 sec): 3 clusters
  Score: Raw -1983572.492148 + Penalty 3173.560011 = -1980398.932138
  nChanged 1
		SP:Iteration 28Q (18895.350000 sec): 3 clusters
  Score: Raw -1983572.990050 + Penalty 3173.560011 = -1980399.430039
  nChanged 2
		SP:Iteration 29Q (18895.380000 sec): 3 clusters
  Score: Raw -1983573.504792 + Penalty 3173.560011 = -1980399.944781
  nChanged 1
		SP:Iteration 30Q (18895.410000 sec): 3 clusters
  Score: Raw -1983573.889238 + Penalty 3173.560011 = -1980400.329227
  nChanged 1
		SP:Iteration 31Q (18895.440000 sec): 3 clusters
  Score: Raw -1983574.375526 + Penalty 3173.560011 = -1980400.815515
  nChanged 0
		SP:Iteration 32F (18895.480000 sec): 3 clusters
  Score: Raw -1983574.375526 + Penalty 3173.560011 = -1980400.815515
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 41 (8022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18895.510000 sec): 2 clusters
  Score: Raw -884405.883061 + Penalty 1460.865745 = -882945.017316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18895.530000 sec): 3 clusters
  Score: Raw -880003.127797 + Penalty 2921.731490 = -877081.396306
  nChanged 3428
		SP:Iteration 1F (18895.550000 sec): 3 clusters
  Score: Raw -882272.727452 + Penalty 2921.731490 = -879350.995962
  nChanged 693
		SP:Iteration 2F (18895.570000 sec): 3 clusters
  Score: Raw -882855.176908 + Penalty 2921.731490 = -879933.445418
  nChanged 606
		SP:Iteration 3F (18895.580000 sec): 3 clusters
  Score: Raw -883309.051528 + Penalty 2921.731490 = -880387.320038
  nChanged 495
		SP:Iteration 4F (18895.600000 sec): 3 clusters
  Score: Raw -883621.731928 + Penalty 2921.731490 = -880700.000437
  nChanged 368
		SP:Iteration 5Q (18895.620000 sec): 3 clusters
  Score: Raw -883823.171992 + Penalty 2921.731490 = -880901.440502
  nChanged 280
		SP:Iteration 6Q (18895.640000 sec): 3 clusters
  Score: Raw -883972.741611 + Penalty 2921.731490 = -881051.010121
  nChanged 207
		SP:Iteration 7Q (18895.660000 sec): 3 clusters
  Score: Raw -884067.006456 + Penalty 2921.731490 = -881145.274966
  nChanged 184
		SP:Iteration 8Q (18895.680000 sec): 3 clusters
  Score: Raw -884155.056053 + Penalty 2921.731490 = -881233.324563
  nChanged 153
		SP:Iteration 9Q (18895.700000 sec): 3 clusters
  Score: Raw -884233.597470 + Penalty 2921.731490 = -881311.865980
  nChanged 163
		SP:Iteration 10Q (18895.710000 sec): 3 clusters
  Score: Raw -884301.612670 + Penalty 2921.731490 = -881379.881180
  nChanged 129
		SP:Iteration 11Q (18895.730000 sec): 3 clusters
  Score: Raw -884354.901606 + Penalty 2921.731490 = -881433.170116
  nChanged 126
		SP:Iteration 12Q (18895.750000 sec): 3 clusters
  Score: Raw -884409.901988 + Penalty 2921.731490 = -881488.170498
  nChanged 114
		SP:Iteration 13Q (18895.770000 sec): 3 clusters
  Score: Raw -884456.066707 + Penalty 2921.731490 = -881534.335217
  nChanged 97
		SP:Iteration 14Q (18895.780000 sec): 3 clusters
  Score: Raw -884489.703302 + Penalty 2921.731490 = -881567.971812
  nChanged 73
		SP:Iteration 15Q (18895.800000 sec): 3 clusters
  Score: Raw -884519.051276 + Penalty 2921.731490 = -881597.319785
  nChanged 85
		SP:Iteration 16Q (18895.820000 sec): 3 clusters
  Score: Raw -884552.902084 + Penalty 2921.731490 = -881631.170594
  nChanged 72
		SP:Iteration 17Q (18895.840000 sec): 3 clusters
  Score: Raw -884579.255545 + Penalty 2921.731490 = -881657.524055
  nChanged 76
		SP:Iteration 18Q (18895.860000 sec): 3 clusters
  Score: Raw -884607.146986 + Penalty 2921.731490 = -881685.415496
  nChanged 72
		SP:Iteration 19Q (18895.870000 sec): 3 clusters
  Score: Raw -884638.360311 + Penalty 2921.731490 = -881716.628821
  nChanged 85
		SP:Iteration 20F (18895.890000 sec): 3 clusters
  Score: Raw -884675.814368 + Penalty 2921.731490 = -881754.082878
  nChanged 74
		SP:Iteration 21Q (18895.910000 sec): 3 clusters
  Score: Raw -884703.027278 + Penalty 2921.731490 = -881781.295788
  nChanged 63
		SP:Iteration 22Q (18895.920000 sec): 3 clusters
  Score: Raw -884724.290543 + Penalty 2921.731490 = -881802.559053
  nChanged 52
		SP:Iteration 23Q (18895.940000 sec): 3 clusters
  Score: Raw -884741.542587 + Penalty 2921.731490 = -881819.811097
  nChanged 42
		SP:Iteration 24Q (18895.960000 sec): 3 clusters
  Score: Raw -884750.382390 + Penalty 2921.731490 = -881828.650900
  nChanged 24
		SP:Iteration 25Q (18895.980000 sec): 3 clusters
  Score: Raw -884755.610496 + Penalty 2921.731490 = -881833.879006
  nChanged 24
		SP:Iteration 26Q (18895.990000 sec): 3 clusters
  Score: Raw -884761.329515 + Penalty 2921.731490 = -881839.598025
  nChanged 28
		SP:Iteration 27Q (18896.010000 sec): 3 clusters
  Score: Raw -884767.402348 + Penalty 2921.731490 = -881845.670858
  nChanged 33
		SP:Iteration 28Q (18896.030000 sec): 3 clusters
  Score: Raw -884776.259869 + Penalty 2921.731490 = -881854.528379
  nChanged 30
		SP:Iteration 29Q (18896.040000 sec): 3 clusters
  Score: Raw -884783.514649 + Penalty 2921.731490 = -881861.783159
  nChanged 30
		SP:Iteration 30Q (18896.060000 sec): 3 clusters
  Score: Raw -884792.260752 + Penalty 2921.731490 = -881870.529261
  nChanged 34
		SP:Iteration 31Q (18896.080000 sec): 3 clusters
  Score: Raw -884800.557654 + Penalty 2921.731490 = -881878.826164
  nChanged 25
		SP:Iteration 32Q (18896.090000 sec): 3 clusters
  Score: Raw -884805.978553 + Penalty 2921.731490 = -881884.247063
  nChanged 19
		SP:Iteration 33Q (18896.110000 sec): 3 clusters
  Score: Raw -884810.035904 + Penalty 2921.731490 = -881888.304414
  nChanged 17
		SP:Iteration 34Q (18896.130000 sec): 3 clusters
  Score: Raw -884812.952463 + Penalty 2921.731490 = -881891.220973
  nChanged 12
		SP:Iteration 35Q (18896.140000 sec): 3 clusters
  Score: Raw -884814.852141 + Penalty 2921.731490 = -881893.120651
  nChanged 9
		SP:Iteration 36Q (18896.160000 sec): 3 clusters
  Score: Raw -884815.996016 + Penalty 2921.731490 = -881894.264526
  nChanged 10
		SP:Iteration 37Q (18896.180000 sec): 3 clusters
  Score: Raw -884817.503937 + Penalty 2921.731490 = -881895.772447
  nChanged 6
		SP:Iteration 38Q (18896.190000 sec): 3 clusters
  Score: Raw -884818.319739 + Penalty 2921.731490 = -881896.588249
  nChanged 8
		SP:Iteration 39Q (18896.210000 sec): 3 clusters
  Score: Raw -884820.142529 + Penalty 2921.731490 = -881898.411039
  nChanged 7
		SP:Iteration 40F (18896.230000 sec): 3 clusters
  Score: Raw -884821.431493 + Penalty 2921.731490 = -881899.700003
  nChanged 9
		SP:Iteration 41Q (18896.240000 sec): 3 clusters
  Score: Raw -884822.569297 + Penalty 2921.731490 = -881900.837807
  nChanged 5
		SP:Iteration 42Q (18896.260000 sec): 3 clusters
  Score: Raw -884824.082212 + Penalty 2921.731490 = -881902.350722
  nChanged 7
		SP:Iteration 43Q (18896.280000 sec): 3 clusters
  Score: Raw -884826.596448 + Penalty 2921.731490 = -881904.864958
  nChanged 14
		SP:Iteration 44Q (18896.300000 sec): 3 clusters
  Score: Raw -884830.662654 + Penalty 2921.731490 = -881908.931164
  nChanged 20
		SP:Iteration 45Q (18896.310000 sec): 3 clusters
  Score: Raw -884836.381407 + Penalty 2921.731490 = -881914.649917
  nChanged 25
		SP:Iteration 46Q (18896.330000 sec): 3 clusters
  Score: Raw -884843.704409 + Penalty 2921.731490 = -881921.972919
  nChanged 23
		SP:Iteration 47Q (18896.340000 sec): 3 clusters
  Score: Raw -884848.261980 + Penalty 2921.731490 = -881926.530490
  nChanged 13
		SP:Iteration 48Q (18896.360000 sec): 3 clusters
  Score: Raw -884851.331713 + Penalty 2921.731490 = -881929.600223
  nChanged 14
		SP:Iteration 49Q (18896.380000 sec): 3 clusters
  Score: Raw -884855.217721 + Penalty 2921.731490 = -881933.486231
  nChanged 17
		SP:Iteration 50Q (18896.400000 sec): 3 clusters
  Score: Raw -884859.321712 + Penalty 2921.731490 = -881937.590222
  nChanged 18
		SP:Iteration 51Q (18896.410000 sec): 3 clusters
  Score: Raw -884864.686933 + Penalty 2921.731490 = -881942.955443
  nChanged 21
		SP:Iteration 52Q (18896.430000 sec): 3 clusters
  Score: Raw -884873.618857 + Penalty 2921.731490 = -881951.887367
  nChanged 28
		SP:Iteration 53Q (18896.440000 sec): 3 clusters
  Score: Raw -884887.258765 + Penalty 2921.731490 = -881965.527275
  nChanged 24
		SP:Iteration 54Q (18896.460000 sec): 3 clusters
  Score: Raw -884896.836780 + Penalty 2921.731490 = -881975.105290
  nChanged 20
		SP:Iteration 55Q (18896.480000 sec): 3 clusters
  Score: Raw -884904.153370 + Penalty 2921.731490 = -881982.421880
  nChanged 22
		SP:Iteration 56Q (18896.500000 sec): 3 clusters
  Score: Raw -884912.828977 + Penalty 2921.731490 = -881991.097487
  nChanged 21
		SP:Iteration 57Q (18896.510000 sec): 3 clusters
  Score: Raw -884918.867140 + Penalty 2921.731490 = -881997.135650
  nChanged 29
		SP:Iteration 58Q (18896.530000 sec): 3 clusters
  Score: Raw -884929.423059 + Penalty 2921.731490 = -882007.691569
  nChanged 22
		SP:Iteration 59Q (18896.540000 sec): 3 clusters
  Score: Raw -884935.578321 + Penalty 2921.731490 = -882013.846831
  nChanged 23
		SP:Iteration 60F (18896.560000 sec): 3 clusters
  Score: Raw -884941.211582 + Penalty 2921.731490 = -882019.480092
  nChanged 21
		SP:Iteration 61Q (18896.580000 sec): 3 clusters
  Score: Raw -884946.635682 + Penalty 2921.731490 = -882024.904192
  nChanged 19
		SP:Iteration 62Q (18896.600000 sec): 3 clusters
  Score: Raw -884952.649976 + Penalty 2921.731490 = -882030.918486
  nChanged 19
		SP:Iteration 63Q (18896.610000 sec): 3 clusters
  Score: Raw -884960.135488 + Penalty 2921.731490 = -882038.403998
  nChanged 21
		SP:Iteration 64Q (18896.630000 sec): 3 clusters
  Score: Raw -884969.011197 + Penalty 2921.731490 = -882047.279707
  nChanged 19
		SP:Iteration 65Q (18896.640000 sec): 3 clusters
  Score: Raw -884975.444249 + Penalty 2921.731490 = -882053.712759
  nChanged 22
		SP:Iteration 66Q (18896.660000 sec): 3 clusters
  Score: Raw -884982.114220 + Penalty 2921.731490 = -882060.382730
  nChanged 18
		SP:Iteration 67Q (18896.680000 sec): 3 clusters
  Score: Raw -884986.414447 + Penalty 2921.731490 = -882064.682957
  nChanged 14
		SP:Iteration 68Q (18896.690000 sec): 3 clusters
  Score: Raw -884989.419114 + Penalty 2921.731490 = -882067.687624
  nChanged 14
		SP:Iteration 69Q (18896.710000 sec): 3 clusters
  Score: Raw -884992.005472 + Penalty 2921.731490 = -882070.273982
  nChanged 7
		SP:Iteration 70Q (18896.720000 sec): 3 clusters
  Score: Raw -884993.285857 + Penalty 2921.731490 = -882071.554367
  nChanged 6
		SP:Iteration 71Q (18896.740000 sec): 3 clusters
  Score: Raw -884994.656159 + Penalty 2921.731490 = -882072.924669
  nChanged 10
		SP:Iteration 72Q (18896.760000 sec): 3 clusters
  Score: Raw -884996.381243 + Penalty 2921.731490 = -882074.649753
  nChanged 7
		SP:Iteration 73Q (18896.770000 sec): 3 clusters
  Score: Raw -884997.678062 + Penalty 2921.731490 = -882075.946572
  nChanged 8
		SP:Iteration 74Q (18896.780000 sec): 3 clusters
  Score: Raw -884999.356877 + Penalty 2921.731490 = -882077.625387
  nChanged 4
		SP:Iteration 75Q (18896.800000 sec): 3 clusters
  Score: Raw -885000.208310 + Penalty 2921.731490 = -882078.476820
  nChanged 5
		SP:Iteration 76Q (18896.820000 sec): 3 clusters
  Score: Raw -885001.167025 + Penalty 2921.731490 = -882079.435535
  nChanged 6
		SP:Iteration 77Q (18896.830000 sec): 3 clusters
  Score: Raw -885002.813216 + Penalty 2921.731490 = -882081.081726
  nChanged 5
		SP:Iteration 78Q (18896.850000 sec): 3 clusters
  Score: Raw -885003.918713 + Penalty 2921.731490 = -882082.187223
  nChanged 1
		SP:Iteration 79Q (18896.860000 sec): 3 clusters
  Score: Raw -885004.275538 + Penalty 2921.731490 = -882082.544048
  nChanged 2
		SP:Iteration 80F (18896.880000 sec): 3 clusters
  Score: Raw -885004.667854 + Penalty 2921.731490 = -882082.936364
  nChanged 3
		SP:Iteration 81Q (18896.900000 sec): 3 clusters
  Score: Raw -885005.168808 + Penalty 2921.731490 = -882083.437318
  nChanged 1
		SP:Iteration 82Q (18896.920000 sec): 3 clusters
  Score: Raw -885005.424157 + Penalty 2921.731490 = -882083.692667
  nChanged 2
		SP:Iteration 83Q (18896.930000 sec): 3 clusters
  Score: Raw -885005.652159 + Penalty 2921.731490 = -882083.920669
  nChanged 2
		SP:Iteration 84Q (18896.950000 sec): 3 clusters
  Score: Raw -885006.207177 + Penalty 2921.731490 = -882084.475687
  nChanged 1
		SP:Iteration 85Q (18896.960000 sec): 3 clusters
  Score: Raw -885006.521310 + Penalty 2921.731490 = -882084.789820
  nChanged 2
		SP:Iteration 86Q (18896.980000 sec): 3 clusters
  Score: Raw -885007.018206 + Penalty 2921.731490 = -882085.286716
  nChanged 5
		SP:Iteration 87Q (18897.000000 sec): 3 clusters
  Score: Raw -885007.926984 + Penalty 2921.731490 = -882086.195494
  nChanged 9
		SP:Iteration 88Q (18897.010000 sec): 3 clusters
  Score: Raw -885009.315027 + Penalty 2921.731490 = -882087.583537
  nChanged 10
		SP:Iteration 89Q (18897.030000 sec): 3 clusters
  Score: Raw -885011.019635 + Penalty 2921.731490 = -882089.288144
  nChanged 3
		SP:Iteration 90Q (18897.040000 sec): 3 clusters
  Score: Raw -885011.763411 + Penalty 2921.731490 = -882090.031921
  nChanged 3
		SP:Iteration 91Q (18897.060000 sec): 3 clusters
  Score: Raw -885012.162214 + Penalty 2921.731490 = -882090.430724
  nChanged 1
		SP:Iteration 92Q (18897.070000 sec): 3 clusters
  Score: Raw -885012.308538 + Penalty 2921.731490 = -882090.577048
  nChanged 2
		SP:Iteration 93Q (18897.090000 sec): 3 clusters
  Score: Raw -885012.752942 + Penalty 2921.731490 = -882091.021451
  nChanged 4
		SP:Iteration 94Q (18897.100000 sec): 3 clusters
  Score: Raw -885013.719658 + Penalty 2921.731490 = -882091.988168
  nChanged 6
		SP:Iteration 95Q (18897.120000 sec): 3 clusters
  Score: Raw -885014.740223 + Penalty 2921.731490 = -882093.008733
  nChanged 7
		SP:Iteration 96Q (18897.140000 sec): 3 clusters
  Score: Raw -885016.251904 + Penalty 2921.731490 = -882094.520414
  nChanged 3
		SP:Iteration 97Q (18897.150000 sec): 3 clusters
  Score: Raw -885016.842944 + Penalty 2921.731490 = -882095.111453
  nChanged 1
		SP:Iteration 98Q (18897.170000 sec): 3 clusters
  Score: Raw -885017.146817 + Penalty 2921.731490 = -882095.415327
  nChanged 3
		SP:Iteration 99Q (18897.180000 sec): 3 clusters
  Score: Raw -885017.651799 + Penalty 2921.731490 = -882095.920309
  nChanged 4
		SP:Iteration 100F (18897.200000 sec): 3 clusters
  Score: Raw -885018.318537 + Penalty 2921.731490 = -882096.587047
  nChanged 3
		SP:Iteration 101Q (18897.220000 sec): 3 clusters
  Score: Raw -885018.914213 + Penalty 2921.731490 = -882097.182723
  nChanged 2
		SP:Iteration 102Q (18897.240000 sec): 3 clusters
  Score: Raw -885019.277384 + Penalty 2921.731490 = -882097.545894
  nChanged 3
		SP:Iteration 103Q (18897.250000 sec): 3 clusters
  Score: Raw -885019.928774 + Penalty 2921.731490 = -882098.197284
  nChanged 0
		SP:Iteration 104F (18897.270000 sec): 3 clusters
  Score: Raw -885019.928774 + Penalty 2921.731490 = -882098.197284
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 42 (3588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18897.280000 sec): 2 clusters
  Score: Raw -384696.184948 + Penalty 1330.119411 = -383366.065537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18897.290000 sec): 3 clusters
  Score: Raw -382927.108535 + Penalty 2660.238823 = -380266.869712
  nChanged 1426
		SP:Iteration 1F (18897.300000 sec): 3 clusters
  Score: Raw -383821.507544 + Penalty 2660.238823 = -381161.268722
  nChanged 309
		SP:Iteration 2F (18897.310000 sec): 3 clusters
  Score: Raw -384054.281177 + Penalty 2660.238823 = -381394.042355
  nChanged 225
		SP:Iteration 3F (18897.320000 sec): 3 clusters
  Score: Raw -384234.054399 + Penalty 2660.238823 = -381573.815576
  nChanged 167
		SP:Iteration 4Q (18897.320000 sec): 3 clusters
  Score: Raw -384350.441194 + Penalty 2660.238823 = -381690.202371
  nChanged 143
		SP:Iteration 5Q (18897.330000 sec): 3 clusters
  Score: Raw -384458.583287 + Penalty 2660.238823 = -381798.344464
  nChanged 144
		SP:Iteration 6Q (18897.340000 sec): 3 clusters
  Score: Raw -384584.681563 + Penalty 2660.238823 = -381924.442740
  nChanged 152
		SP:Iteration 7Q (18897.350000 sec): 3 clusters
  Score: Raw -384703.956763 + Penalty 2660.238823 = -382043.717941
  nChanged 135
		SP:Iteration 8Q (18897.360000 sec): 3 clusters
  Score: Raw -384833.153075 + Penalty 2660.238823 = -382172.914252
  nChanged 143
		SP:Iteration 9Q (18897.360000 sec): 3 clusters
  Score: Raw -384975.116030 + Penalty 2660.238823 = -382314.877207
  nChanged 133
		SP:Iteration 10Q (18897.370000 sec): 3 clusters
  Score: Raw -385089.694678 + Penalty 2660.238823 = -382429.455856
  nChanged 108
		SP:Iteration 11Q (18897.380000 sec): 3 clusters
  Score: Raw -385171.756843 + Penalty 2660.238823 = -382511.518021
  nChanged 92
		SP:Iteration 12Q (18897.390000 sec): 3 clusters
  Score: Raw -385232.154091 + Penalty 2660.238823 = -382571.915269
  nChanged 72
		SP:Iteration 13Q (18897.400000 sec): 3 clusters
  Score: Raw -385286.990548 + Penalty 2660.238823 = -382626.751726
  nChanged 54
		SP:Iteration 14Q (18897.400000 sec): 3 clusters
  Score: Raw -385327.162186 + Penalty 2660.238823 = -382666.923364
  nChanged 43
		SP:Iteration 15Q (18897.410000 sec): 3 clusters
  Score: Raw -385353.720659 + Penalty 2660.238823 = -382693.481837
  nChanged 30
		SP:Iteration 16Q (18897.420000 sec): 3 clusters
  Score: Raw -385372.228381 + Penalty 2660.238823 = -382711.989559
  nChanged 23
		SP:Iteration 17Q (18897.430000 sec): 3 clusters
  Score: Raw -385384.263558 + Penalty 2660.238823 = -382724.024736
  nChanged 17
		SP:Iteration 18Q (18897.430000 sec): 3 clusters
  Score: Raw -385392.255587 + Penalty 2660.238823 = -382732.016764
  nChanged 18
		SP:Iteration 19Q (18897.440000 sec): 3 clusters
  Score: Raw -385398.804779 + Penalty 2660.238823 = -382738.565956
  nChanged 8
		SP:Iteration 20F (18897.450000 sec): 3 clusters
  Score: Raw -385402.360103 + Penalty 2660.238823 = -382742.121280
  nChanged 5
		SP:Iteration 21Q (18897.460000 sec): 3 clusters
  Score: Raw -385403.569560 + Penalty 2660.238823 = -382743.330737
  nChanged 2
		SP:Iteration 22Q (18897.460000 sec): 3 clusters
  Score: Raw -385403.985515 + Penalty 2660.238823 = -382743.746693
  nChanged 1
		SP:Iteration 23Q (18897.470000 sec): 3 clusters
  Score: Raw -385404.207183 + Penalty 2660.238823 = -382743.968361
  nChanged 0
		SP:Iteration 24F (18897.480000 sec): 3 clusters
  Score: Raw -385404.207183 + Penalty 2660.238823 = -382743.968361
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 43 (1508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18897.490000 sec): 2 clusters
  Score: Raw -163599.397690 + Penalty 1189.262677 = -162410.135014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18897.490000 sec): 3 clusters
  Score: Raw -163076.345083 + Penalty 2378.525353 = -160697.819730
  nChanged 481
		SP:Iteration 1F (18897.500000 sec): 3 clusters
  Score: Raw -163479.175739 + Penalty 2378.525353 = -161100.650386
  nChanged 118
		SP:Iteration 2F (18897.500000 sec): 3 clusters
  Score: Raw -163581.864870 + Penalty 2378.525353 = -161203.339516
  nChanged 59
		SP:Iteration 3Q (18897.500000 sec): 3 clusters
  Score: Raw -163634.277723 + Penalty 2378.525353 = -161255.752370
  nChanged 44
		SP:Iteration 4Q (18897.500000 sec): 3 clusters
  Score: Raw -163681.801268 + Penalty 2378.525353 = -161303.275914
  nChanged 42
		SP:Iteration 5Q (18897.510000 sec): 3 clusters
  Score: Raw -163720.922644 + Penalty 2378.525353 = -161342.397291
  nChanged 31
		SP:Iteration 6Q (18897.510000 sec): 3 clusters
  Score: Raw -163751.483660 + Penalty 2378.525353 = -161372.958306
  nChanged 35
		SP:Iteration 7Q (18897.520000 sec): 3 clusters
  Score: Raw -163781.852066 + Penalty 2378.525353 = -161403.326713
  nChanged 35
		SP:Iteration 8Q (18897.520000 sec): 3 clusters
  Score: Raw -163810.825469 + Penalty 2378.525353 = -161432.300115
  nChanged 22
		SP:Iteration 9Q (18897.520000 sec): 3 clusters
  Score: Raw -163823.504270 + Penalty 2378.525353 = -161444.978917
  nChanged 13
		SP:Iteration 10Q (18897.530000 sec): 3 clusters
  Score: Raw -163830.679537 + Penalty 2378.525353 = -161452.154184
  nChanged 7
		SP:Iteration 11Q (18897.530000 sec): 3 clusters
  Score: Raw -163836.160496 + Penalty 2378.525353 = -161457.635143
  nChanged 10
		SP:Iteration 12Q (18897.530000 sec): 3 clusters
  Score: Raw -163843.361872 + Penalty 2378.525353 = -161464.836519
  nChanged 12
		SP:Iteration 13Q (18897.540000 sec): 3 clusters
  Score: Raw -163858.027597 + Penalty 2378.525353 = -161479.502244
  nChanged 17
		SP:Iteration 14Q (18897.540000 sec): 3 clusters
  Score: Raw -163873.347984 + Penalty 2378.525353 = -161494.822631
  nChanged 13
		SP:Iteration 15Q (18897.540000 sec): 3 clusters
  Score: Raw -163883.536349 + Penalty 2378.525353 = -161505.010995
  nChanged 7
		SP:Iteration 16Q (18897.550000 sec): 3 clusters
  Score: Raw -163888.379115 + Penalty 2378.525353 = -161509.853762
  nChanged 7
		SP:Iteration 17Q (18897.550000 sec): 3 clusters
  Score: Raw -163891.851769 + Penalty 2378.525353 = -161513.326416
  nChanged 6
		SP:Iteration 18Q (18897.550000 sec): 3 clusters
  Score: Raw -163895.054267 + Penalty 2378.525353 = -161516.528914
  nChanged 5
		SP:Iteration 19Q (18897.560000 sec): 3 clusters
  Score: Raw -163897.628173 + Penalty 2378.525353 = -161519.102820
  nChanged 2
		SP:Iteration 20F (18897.560000 sec): 3 clusters
  Score: Raw -163899.827876 + Penalty 2378.525353 = -161521.302523
  nChanged 4
		SP:Iteration 21Q (18897.560000 sec): 3 clusters
  Score: Raw -163901.588253 + Penalty 2378.525353 = -161523.062899
  nChanged 3
		SP:Iteration 22Q (18897.570000 sec): 3 clusters
  Score: Raw -163903.597962 + Penalty 2378.525353 = -161525.072609
  nChanged 4
		SP:Iteration 23Q (18897.570000 sec): 3 clusters
  Score: Raw -163906.446543 + Penalty 2378.525353 = -161527.921190
  nChanged 3
		SP:Iteration 24Q (18897.570000 sec): 3 clusters
  Score: Raw -163909.563733 + Penalty 2378.525353 = -161531.038380
  nChanged 3
		SP:Iteration 25Q (18897.580000 sec): 3 clusters
  Score: Raw -163912.531727 + Penalty 2378.525353 = -161534.006374
  nChanged 4
		SP:Iteration 26Q (18897.580000 sec): 3 clusters
  Score: Raw -163914.455117 + Penalty 2378.525353 = -161535.929764
  nChanged 3
		SP:Iteration 27Q (18897.580000 sec): 3 clusters
  Score: Raw -163916.126771 + Penalty 2378.525353 = -161537.601417
  nChanged 6
		SP:Iteration 28Q (18897.590000 sec): 3 clusters
  Score: Raw -163921.377456 + Penalty 2378.525353 = -161542.852103
  nChanged 6
		SP:Iteration 29Q (18897.590000 sec): 3 clusters
  Score: Raw -163926.629408 + Penalty 2378.525353 = -161548.104055
  nChanged 2
		SP:Iteration 30Q (18897.600000 sec): 3 clusters
  Score: Raw -163930.536545 + Penalty 2378.525353 = -161552.011192
  nChanged 4
		SP:Iteration 31Q (18897.600000 sec): 3 clusters
  Score: Raw -163934.710926 + Penalty 2378.525353 = -161556.185572
  nChanged 5
		SP:Iteration 32Q (18897.600000 sec): 3 clusters
  Score: Raw -163938.895922 + Penalty 2378.525353 = -161560.370569
  nChanged 7
		SP:Iteration 33Q (18897.600000 sec): 3 clusters
  Score: Raw -163945.068273 + Penalty 2378.525353 = -161566.542920
  nChanged 6
		SP:Iteration 34Q (18897.610000 sec): 3 clusters
  Score: Raw -163949.179229 + Penalty 2378.525353 = -161570.653876
  nChanged 3
		SP:Iteration 35Q (18897.610000 sec): 3 clusters
  Score: Raw -163950.998834 + Penalty 2378.525353 = -161572.473480
  nChanged 3
		SP:Iteration 36Q (18897.620000 sec): 3 clusters
  Score: Raw -163953.898847 + Penalty 2378.525353 = -161575.373494
  nChanged 4
		SP:Iteration 37Q (18897.620000 sec): 3 clusters
  Score: Raw -163958.776462 + Penalty 2378.525353 = -161580.251109
  nChanged 8
		SP:Iteration 38Q (18897.620000 sec): 3 clusters
  Score: Raw -163966.643435 + Penalty 2378.525353 = -161588.118081
  nChanged 10
		SP:Iteration 39Q (18897.620000 sec): 3 clusters
  Score: Raw -163975.854805 + Penalty 2378.525353 = -161597.329452
  nChanged 8
		SP:Iteration 40F (18897.630000 sec): 3 clusters
  Score: Raw -163981.913180 + Penalty 2378.525353 = -161603.387827
  nChanged 7
		SP:Iteration 41Q (18897.630000 sec): 3 clusters
  Score: Raw -163987.121555 + Penalty 2378.525353 = -161608.596201
  nChanged 3
		SP:Iteration 42Q (18897.640000 sec): 3 clusters
  Score: Raw -163989.126791 + Penalty 2378.525353 = -161610.601438
  nChanged 1
		SP:Iteration 43Q (18897.640000 sec): 3 clusters
  Score: Raw -163989.755369 + Penalty 2378.525353 = -161611.230016
  nChanged 1
		SP:Iteration 44Q (18897.640000 sec): 3 clusters
  Score: Raw -163990.343307 + Penalty 2378.525353 = -161611.817953
  nChanged 1
		SP:Iteration 45Q (18897.640000 sec): 3 clusters
  Score: Raw -163990.636188 + Penalty 2378.525353 = -161612.110835
  nChanged 1
		SP:Iteration 46Q (18897.650000 sec): 3 clusters
  Score: Raw -163990.969812 + Penalty 2378.525353 = -161612.444459
  nChanged 1
		SP:Iteration 47Q (18897.650000 sec): 3 clusters
  Score: Raw -163991.468427 + Penalty 2378.525353 = -161612.943074
  nChanged 1
		SP:Iteration 48Q (18897.660000 sec): 3 clusters
  Score: Raw -163991.717131 + Penalty 2378.525353 = -161613.191778
  nChanged 1
		SP:Iteration 49Q (18897.660000 sec): 3 clusters
  Score: Raw -163993.041938 + Penalty 2378.525353 = -161614.516585
  nChanged 2
		SP:Iteration 50Q (18897.660000 sec): 3 clusters
  Score: Raw -163993.792024 + Penalty 2378.525353 = -161615.266671
  nChanged 0
		SP:Iteration 51F (18897.660000 sec): 3 clusters
  Score: Raw -163993.792024 + Penalty 2378.525353 = -161615.266671
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 44 (851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18897.670000 sec): 2 clusters
  Score: Raw -93105.102859 + Penalty 1096.291971 = -92008.810888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18897.670000 sec): 3 clusters
  Score: Raw -92904.678972 + Penalty 2192.583942 = -90712.095030
  nChanged 242
		SP:Iteration 1F (18897.680000 sec): 3 clusters
  Score: Raw -93149.892353 + Penalty 2192.583942 = -90957.308411
  nChanged 63
		SP:Iteration 2F (18897.680000 sec): 3 clusters
  Score: Raw -93227.198302 + Penalty 2192.583942 = -91034.614360
  nChanged 39
		SP:Iteration 3Q (18897.680000 sec): 3 clusters
  Score: Raw -93286.951383 + Penalty 2192.583942 = -91094.367441
  nChanged 47
		SP:Iteration 4F (18897.680000 sec): 3 clusters
  Score: Raw -93350.777441 + Penalty 2192.583942 = -91158.193499
  nChanged 34
		SP:Iteration 5Q (18897.680000 sec): 3 clusters
  Score: Raw -93403.243138 + Penalty 2192.583942 = -91210.659196
  nChanged 35
		SP:Iteration 6Q (18897.680000 sec): 3 clusters
  Score: Raw -93455.408650 + Penalty 2192.583942 = -91262.824708
  nChanged 39
		SP:Iteration 7Q (18897.690000 sec): 3 clusters
  Score: Raw -93517.649631 + Penalty 2192.583942 = -91325.065690
  nChanged 46
		SP:Iteration 8F (18897.690000 sec): 3 clusters
  Score: Raw -93600.012916 + Penalty 2192.583942 = -91407.428975
  nChanged 37
		SP:Iteration 9Q (18897.690000 sec): 3 clusters
  Score: Raw -93711.260595 + Penalty 2192.583942 = -91518.676653
  nChanged 35
		SP:Iteration 10Q (18897.690000 sec): 3 clusters
  Score: Raw -93822.251825 + Penalty 2192.583942 = -91629.667883
  nChanged 29
		SP:Iteration 11Q (18897.700000 sec): 3 clusters
  Score: Raw -93879.185508 + Penalty 2192.583942 = -91686.601566
  nChanged 20
		SP:Iteration 12Q (18897.700000 sec): 3 clusters
  Score: Raw -93935.054184 + Penalty 2192.583942 = -91742.470242
  nChanged 14
		SP:Iteration 13Q (18897.700000 sec): 3 clusters
  Score: Raw -93960.666540 + Penalty 2192.583942 = -91768.082599
  nChanged 7
		SP:Iteration 14Q (18897.700000 sec): 3 clusters
  Score: Raw -93969.651443 + Penalty 2192.583942 = -91777.067501
  nChanged 4
		SP:Iteration 15Q (18897.700000 sec): 3 clusters
  Score: Raw -93976.397796 + Penalty 2192.583942 = -91783.813854
  nChanged 0
		SP:Iteration 16F (18897.700000 sec): 3 clusters
  Score: Raw -93976.397796 + Penalty 2192.583942 = -91783.813854
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 45 (32372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18897.800000 sec): 2 clusters
  Score: Raw -3807875.293259 + Penalty 1687.570484 = -3806187.722775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18897.880000 sec): 3 clusters
  Score: Raw -3787758.187083 + Penalty 3375.140967 = -3784383.046116
  nChanged 14884
		SP:Iteration 1F (18897.950000 sec): 3 clusters
  Score: Raw -3796004.259372 + Penalty 3375.140967 = -3792629.118405
  nChanged 1451
		SP:Iteration 2Q (18898.030000 sec): 3 clusters
  Score: Raw -3796489.692511 + Penalty 3375.140967 = -3793114.551544
  nChanged 1522
		SP:Iteration 3Q (18898.110000 sec): 3 clusters
  Score: Raw -3797068.634366 + Penalty 3375.140967 = -3793693.493398
  nChanged 1627
		SP:Iteration 4F (18898.190000 sec): 3 clusters
  Score: Raw -3797774.238131 + Penalty 3375.140967 = -3794399.097164
  nChanged 1780
		SP:Iteration 5F (18898.270000 sec): 3 clusters
  Score: Raw -3798647.711486 + Penalty 3375.140967 = -3795272.570518
  nChanged 1966
		SP:Iteration 6F (18898.350000 sec): 3 clusters
  Score: Raw -3799816.845840 + Penalty 3375.140967 = -3796441.704873
  nChanged 2187
		SP:Iteration 7F (18898.420000 sec): 3 clusters
  Score: Raw -3801260.811283 + Penalty 3375.140967 = -3797885.670316
  nChanged 2154
		SP:Iteration 8F (18898.500000 sec): 3 clusters
  Score: Raw -3802776.148106 + Penalty 3375.140967 = -3799401.007138
  nChanged 2004
		SP:Iteration 9F (18898.580000 sec): 3 clusters
  Score: Raw -3804320.885996 + Penalty 3375.140967 = -3800945.745028
  nChanged 1678
		SP:Iteration 10F (18898.660000 sec): 3 clusters
  Score: Raw -3805672.015840 + Penalty 3375.140967 = -3802296.874872
  nChanged 1267
		SP:Iteration 11Q (18898.740000 sec): 3 clusters
  Score: Raw -3806686.958094 + Penalty 3375.140967 = -3803311.817126
  nChanged 893
		SP:Iteration 12Q (18898.820000 sec): 3 clusters
  Score: Raw -3807409.200820 + Penalty 3375.140967 = -3804034.059853
  nChanged 529
		SP:Iteration 13Q (18898.890000 sec): 3 clusters
  Score: Raw -3807795.414148 + Penalty 3375.140967 = -3804420.273180
  nChanged 267
		SP:Iteration 14Q (18898.960000 sec): 3 clusters
  Score: Raw -3807988.504044 + Penalty 3375.140967 = -3804613.363077
  nChanged 142
		SP:Iteration 15Q (18899.030000 sec): 3 clusters
  Score: Raw -3808088.353464 + Penalty 3375.140967 = -3804713.212496
  nChanged 84
		SP:Iteration 16Q (18899.090000 sec): 3 clusters
  Score: Raw -3808148.263190 + Penalty 3375.140967 = -3804773.122223
  nChanged 54
		SP:Iteration 17Q (18899.150000 sec): 3 clusters
  Score: Raw -3808192.257195 + Penalty 3375.140967 = -3804817.116228
  nChanged 40
		SP:Iteration 18Q (18899.210000 sec): 3 clusters
  Score: Raw -3808227.174582 + Penalty 3375.140967 = -3804852.033615
  nChanged 30
		SP:Iteration 19Q (18899.270000 sec): 3 clusters
  Score: Raw -3808251.827822 + Penalty 3375.140967 = -3804876.686855
  nChanged 21
		SP:Iteration 20F (18899.350000 sec): 3 clusters
  Score: Raw -3808269.664047 + Penalty 3375.140967 = -3804894.523080
  nChanged 18
		SP:Iteration 21Q (18899.410000 sec): 3 clusters
  Score: Raw -3808280.502896 + Penalty 3375.140967 = -3804905.361929
  nChanged 11
		SP:Iteration 22Q (18899.470000 sec): 3 clusters
  Score: Raw -3808286.680938 + Penalty 3375.140967 = -3804911.539970
  nChanged 10
		SP:Iteration 23Q (18899.520000 sec): 3 clusters
  Score: Raw -3808297.486808 + Penalty 3375.140967 = -3804922.345841
  nChanged 14
		SP:Iteration 24Q (18899.580000 sec): 3 clusters
  Score: Raw -3808305.834472 + Penalty 3375.140967 = -3804930.693504
  nChanged 6
		SP:Iteration 25Q (18899.640000 sec): 3 clusters
  Score: Raw -3808309.334116 + Penalty 3375.140967 = -3804934.193148
  nChanged 4
		SP:Iteration 26Q (18899.700000 sec): 3 clusters
  Score: Raw -3808311.424224 + Penalty 3375.140967 = -3804936.283257
  nChanged 2
		SP:Iteration 27Q (18899.760000 sec): 3 clusters
  Score: Raw -3808312.871295 + Penalty 3375.140967 = -3804937.730327
  nChanged 4
		SP:Iteration 28Q (18899.810000 sec): 3 clusters
  Score: Raw -3808315.350236 + Penalty 3375.140967 = -3804940.209268
  nChanged 0
		SP:Iteration 29F (18899.890000 sec): 3 clusters
  Score: Raw -3808315.350236 + Penalty 3375.140967 = -3804940.209268
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 46 (8054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18899.920000 sec): 2 clusters
  Score: Raw -934413.315533 + Penalty 1461.512673 = -932951.802860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18899.940000 sec): 3 clusters
  Score: Raw -929947.879028 + Penalty 2923.025346 = -927024.853682
  nChanged 3417
		SP:Iteration 1F (18899.960000 sec): 3 clusters
  Score: Raw -931689.796900 + Penalty 2923.025346 = -928766.771554
  nChanged 496
		SP:Iteration 2F (18899.980000 sec): 3 clusters
  Score: Raw -931876.360782 + Penalty 2923.025346 = -928953.335436
  nChanged 348
		SP:Iteration 3Q (18900.000000 sec): 3 clusters
  Score: Raw -932002.496092 + Penalty 2923.025346 = -929079.470746
  nChanged 276
		SP:Iteration 4Q (18900.020000 sec): 3 clusters
  Score: Raw -932094.539827 + Penalty 2923.025346 = -929171.514481
  nChanged 254
		SP:Iteration 5Q (18900.040000 sec): 3 clusters
  Score: Raw -932165.906215 + Penalty 2923.025346 = -929242.880869
  nChanged 193
		SP:Iteration 6Q (18900.060000 sec): 3 clusters
  Score: Raw -932218.588109 + Penalty 2923.025346 = -929295.562763
  nChanged 156
		SP:Iteration 7Q (18900.080000 sec): 3 clusters
  Score: Raw -932252.095087 + Penalty 2923.025346 = -929329.069741
  nChanged 138
		SP:Iteration 8Q (18900.090000 sec): 3 clusters
  Score: Raw -932289.497203 + Penalty 2923.025346 = -929366.471857
  nChanged 143
		SP:Iteration 9Q (18900.110000 sec): 3 clusters
  Score: Raw -932327.854183 + Penalty 2923.025346 = -929404.828837
  nChanged 142
		SP:Iteration 10Q (18900.130000 sec): 3 clusters
  Score: Raw -932366.610576 + Penalty 2923.025346 = -929443.585230
  nChanged 143
		SP:Iteration 11Q (18900.150000 sec): 3 clusters
  Score: Raw -932409.402304 + Penalty 2923.025346 = -929486.376958
  nChanged 175
		SP:Iteration 12Q (18900.170000 sec): 3 clusters
  Score: Raw -932462.897162 + Penalty 2923.025346 = -929539.871816
  nChanged 180
		SP:Iteration 13Q (18900.190000 sec): 3 clusters
  Score: Raw -932514.840047 + Penalty 2923.025346 = -929591.814701
  nChanged 157
		SP:Iteration 14Q (18900.210000 sec): 3 clusters
  Score: Raw -932562.498958 + Penalty 2923.025346 = -929639.473612
  nChanged 179
		SP:Iteration 15Q (18900.220000 sec): 3 clusters
  Score: Raw -932621.536828 + Penalty 2923.025346 = -929698.511482
  nChanged 198
		SP:Iteration 16Q (18900.240000 sec): 3 clusters
  Score: Raw -932691.142197 + Penalty 2923.025346 = -929768.116851
  nChanged 225
		SP:Iteration 17Q (18900.260000 sec): 3 clusters
  Score: Raw -932777.591845 + Penalty 2923.025346 = -929854.566499
  nChanged 230
		SP:Iteration 18Q (18900.280000 sec): 3 clusters
  Score: Raw -932878.450684 + Penalty 2923.025346 = -929955.425338
  nChanged 244
		SP:Iteration 19Q (18900.300000 sec): 3 clusters
  Score: Raw -932989.471839 + Penalty 2923.025346 = -930066.446493
  nChanged 251
		SP:Iteration 20F (18900.320000 sec): 3 clusters
  Score: Raw -933122.003731 + Penalty 2923.025346 = -930198.978385
  nChanged 285
		SP:Iteration 21Q (18900.340000 sec): 3 clusters
  Score: Raw -933291.017816 + Penalty 2923.025346 = -930367.992470
  nChanged 304
		SP:Iteration 22Q (18900.360000 sec): 3 clusters
  Score: Raw -933484.323636 + Penalty 2923.025346 = -930561.298290
  nChanged 297
		SP:Iteration 23Q (18900.380000 sec): 3 clusters
  Score: Raw -933686.850240 + Penalty 2923.025346 = -930763.824894
  nChanged 294
		SP:Iteration 24Q (18900.390000 sec): 3 clusters
  Score: Raw -933903.887177 + Penalty 2923.025346 = -930980.861831
  nChanged 239
		SP:Iteration 25Q (18900.410000 sec): 3 clusters
  Score: Raw -934092.614717 + Penalty 2923.025346 = -931169.589371
  nChanged 211
		SP:Iteration 26Q (18900.430000 sec): 3 clusters
  Score: Raw -934274.611852 + Penalty 2923.025346 = -931351.586506
  nChanged 151
		SP:Iteration 27Q (18900.450000 sec): 3 clusters
  Score: Raw -934384.585632 + Penalty 2923.025346 = -931461.560286
  nChanged 100
		SP:Iteration 28Q (18900.460000 sec): 3 clusters
  Score: Raw -934452.508362 + Penalty 2923.025346 = -931529.483016
  nChanged 59
		SP:Iteration 29Q (18900.480000 sec): 3 clusters
  Score: Raw -934492.870461 + Penalty 2923.025346 = -931569.845115
  nChanged 36
		SP:Iteration 30Q (18900.490000 sec): 3 clusters
  Score: Raw -934519.042889 + Penalty 2923.025346 = -931596.017543
  nChanged 28
		SP:Iteration 31Q (18900.510000 sec): 3 clusters
  Score: Raw -934540.813704 + Penalty 2923.025346 = -931617.788358
  nChanged 34
		SP:Iteration 32Q (18900.520000 sec): 3 clusters
  Score: Raw -934570.212720 + Penalty 2923.025346 = -931647.187374
  nChanged 20
		SP:Iteration 33Q (18900.540000 sec): 3 clusters
  Score: Raw -934592.319127 + Penalty 2923.025346 = -931669.293781
  nChanged 18
		SP:Iteration 34Q (18900.560000 sec): 3 clusters
  Score: Raw -934606.832296 + Penalty 2923.025346 = -931683.806950
  nChanged 16
		SP:Iteration 35Q (18900.570000 sec): 3 clusters
  Score: Raw -934618.722522 + Penalty 2923.025346 = -931695.697176
  nChanged 9
		SP:Iteration 36Q (18900.580000 sec): 3 clusters
  Score: Raw -934624.156974 + Penalty 2923.025346 = -931701.131628
  nChanged 7
		SP:Iteration 37Q (18900.600000 sec): 3 clusters
  Score: Raw -934629.077305 + Penalty 2923.025346 = -931706.051959
  nChanged 8
		SP:Iteration 38Q (18900.610000 sec): 3 clusters
  Score: Raw -934635.796295 + Penalty 2923.025346 = -931712.770949
  nChanged 7
		SP:Iteration 39Q (18900.630000 sec): 3 clusters
  Score: Raw -934641.157143 + Penalty 2923.025346 = -931718.131797
  nChanged 5
		SP:Iteration 40F (18900.640000 sec): 3 clusters
  Score: Raw -934645.129635 + Penalty 2923.025346 = -931722.104289
  nChanged 3
		SP:Iteration 41Q (18900.660000 sec): 3 clusters
  Score: Raw -934647.343654 + Penalty 2923.025346 = -931724.318308
  nChanged 2
		SP:Iteration 42Q (18900.680000 sec): 3 clusters
  Score: Raw -934648.710991 + Penalty 2923.025346 = -931725.685645
  nChanged 3
		SP:Iteration 43Q (18900.690000 sec): 3 clusters
  Score: Raw -934649.502148 + Penalty 2923.025346 = -931726.476802
  nChanged 1
		SP:Iteration 44Q (18900.700000 sec): 3 clusters
  Score: Raw -934650.101507 + Penalty 2923.025346 = -931727.076161
  nChanged 0
		SP:Iteration 45F (18900.720000 sec): 3 clusters
  Score: Raw -934650.101507 + Penalty 2923.025346 = -931727.076161
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 47 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18900.730000 sec): 2 clusters
  Score: Raw -146983.161514 + Penalty 1162.751899 = -145820.409615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18900.740000 sec): 3 clusters
  Score: Raw -146526.126729 + Penalty 2325.503798 = -144200.622931
  nChanged 384
		SP:Iteration 1F (18900.740000 sec): 3 clusters
  Score: Raw -146823.423698 + Penalty 2325.503798 = -144497.919900
  nChanged 93
		SP:Iteration 2F (18900.740000 sec): 3 clusters
  Score: Raw -146933.713760 + Penalty 2325.503798 = -144608.209962
  nChanged 62
		SP:Iteration 3Q (18900.740000 sec): 3 clusters
  Score: Raw -147006.653317 + Penalty 2325.503798 = -144681.149519
  nChanged 52
		SP:Iteration 4Q (18900.750000 sec): 3 clusters
  Score: Raw -147054.718768 + Penalty 2325.503798 = -144729.214970
  nChanged 27
		SP:Iteration 5Q (18900.750000 sec): 3 clusters
  Score: Raw -147088.635569 + Penalty 2325.503798 = -144763.131771
  nChanged 27
		SP:Iteration 6Q (18900.750000 sec): 3 clusters
  Score: Raw -147117.718042 + Penalty 2325.503798 = -144792.214244
  nChanged 28
		SP:Iteration 7Q (18900.760000 sec): 3 clusters
  Score: Raw -147147.999145 + Penalty 2325.503798 = -144822.495347
  nChanged 27
		SP:Iteration 8Q (18900.760000 sec): 3 clusters
  Score: Raw -147182.961770 + Penalty 2325.503798 = -144857.457971
  nChanged 29
		SP:Iteration 9Q (18900.760000 sec): 3 clusters
  Score: Raw -147218.496139 + Penalty 2325.503798 = -144892.992341
  nChanged 36
		SP:Iteration 10Q (18900.760000 sec): 3 clusters
  Score: Raw -147275.359746 + Penalty 2325.503798 = -144949.855948
  nChanged 32
		SP:Iteration 11Q (18900.770000 sec): 3 clusters
  Score: Raw -147324.209190 + Penalty 2325.503798 = -144998.705392
  nChanged 33
		SP:Iteration 12Q (18900.770000 sec): 3 clusters
  Score: Raw -147358.852769 + Penalty 2325.503798 = -145033.348971
  nChanged 21
		SP:Iteration 13Q (18900.770000 sec): 3 clusters
  Score: Raw -147386.523450 + Penalty 2325.503798 = -145061.019652
  nChanged 27
		SP:Iteration 14Q (18900.780000 sec): 3 clusters
  Score: Raw -147425.761564 + Penalty 2325.503798 = -145100.257766
  nChanged 31
		SP:Iteration 15Q (18900.780000 sec): 3 clusters
  Score: Raw -147474.782474 + Penalty 2325.503798 = -145149.278675
  nChanged 37
		SP:Iteration 16Q (18900.780000 sec): 3 clusters
  Score: Raw -147535.353344 + Penalty 2325.503798 = -145209.849546
  nChanged 41
		SP:Iteration 17Q (18900.780000 sec): 3 clusters
  Score: Raw -147614.599964 + Penalty 2325.503798 = -145289.096166
  nChanged 36
		SP:Iteration 18Q (18900.790000 sec): 3 clusters
  Score: Raw -147684.432618 + Penalty 2325.503798 = -145358.928820
  nChanged 27
		SP:Iteration 19Q (18900.790000 sec): 3 clusters
  Score: Raw -147728.392371 + Penalty 2325.503798 = -145402.888573
  nChanged 21
		SP:Iteration 20F (18900.790000 sec): 3 clusters
  Score: Raw -147757.118317 + Penalty 2325.503798 = -145431.614519
  nChanged 15
		SP:Iteration 21Q (18900.800000 sec): 3 clusters
  Score: Raw -147774.595088 + Penalty 2325.503798 = -145449.091290
  nChanged 16
		SP:Iteration 22Q (18900.800000 sec): 3 clusters
  Score: Raw -147790.674821 + Penalty 2325.503798 = -145465.171023
  nChanged 18
		SP:Iteration 23Q (18900.800000 sec): 3 clusters
  Score: Raw -147810.938293 + Penalty 2325.503798 = -145485.434495
  nChanged 14
		SP:Iteration 24Q (18900.800000 sec): 3 clusters
  Score: Raw -147829.590665 + Penalty 2325.503798 = -145504.086867
  nChanged 17
		SP:Iteration 25Q (18900.800000 sec): 3 clusters
  Score: Raw -147852.638607 + Penalty 2325.503798 = -145527.134809
  nChanged 19
		SP:Iteration 26Q (18900.810000 sec): 3 clusters
  Score: Raw -147875.542858 + Penalty 2325.503798 = -145550.039060
  nChanged 16
		SP:Iteration 27Q (18900.810000 sec): 3 clusters
  Score: Raw -147900.999829 + Penalty 2325.503798 = -145575.496031
  nChanged 24
		SP:Iteration 28Q (18900.810000 sec): 3 clusters
  Score: Raw -147957.650181 + Penalty 2325.503798 = -145632.146383
  nChanged 24
		SP:Iteration 29Q (18900.820000 sec): 3 clusters
  Score: Raw -148031.671007 + Penalty 2325.503798 = -145706.167209
  nChanged 18
		SP:Iteration 30Q (18900.820000 sec): 3 clusters
  Score: Raw -148090.983694 + Penalty 2325.503798 = -145765.479896
  nChanged 6
		SP:Iteration 31Q (18900.820000 sec): 3 clusters
  Score: Raw -148103.980361 + Penalty 2325.503798 = -145778.476563
  nChanged 1
		SP:Iteration 32Q (18900.820000 sec): 3 clusters
  Score: Raw -148104.575837 + Penalty 2325.503798 = -145779.072039
  nChanged 0
		SP:Iteration 33F (18900.820000 sec): 3 clusters
  Score: Raw -148104.575837 + Penalty 2325.503798 = -145779.072039
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 48 (20498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18900.880000 sec): 2 clusters
  Score: Raw -2333303.228344 + Penalty 1613.313422 = -2331689.914922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18900.930000 sec): 3 clusters
  Score: Raw -2320974.062661 + Penalty 3226.626845 = -2317747.435816
  nChanged 9169
		SP:Iteration 1F (18900.980000 sec): 3 clusters
  Score: Raw -2325969.487005 + Penalty 3226.626845 = -2322742.860160
  nChanged 1001
		SP:Iteration 2Q (18901.030000 sec): 3 clusters
  Score: Raw -2326298.398202 + Penalty 3226.626845 = -2323071.771357
  nChanged 899
		SP:Iteration 3Q (18901.080000 sec): 3 clusters
  Score: Raw -2326610.491614 + Penalty 3226.626845 = -2323383.864770
  nChanged 825
		SP:Iteration 4Q (18901.130000 sec): 3 clusters
  Score: Raw -2326919.369221 + Penalty 3226.626845 = -2323692.742376
  nChanged 871
		SP:Iteration 5Q (18901.180000 sec): 3 clusters
  Score: Raw -2327294.284727 + Penalty 3226.626845 = -2324067.657882
  nChanged 948
		SP:Iteration 6Q (18901.230000 sec): 3 clusters
  Score: Raw -2327730.500811 + Penalty 3226.626845 = -2324503.873966
  nChanged 993
		SP:Iteration 7Q (18901.280000 sec): 3 clusters
  Score: Raw -2328257.394506 + Penalty 3226.626845 = -2325030.767661
  nChanged 1088
		SP:Iteration 8F (18901.330000 sec): 3 clusters
  Score: Raw -2328847.848346 + Penalty 3226.626845 = -2325621.221502
  nChanged 1062
		SP:Iteration 9F (18901.380000 sec): 3 clusters
  Score: Raw -2329456.769238 + Penalty 3226.626845 = -2326230.142393
  nChanged 962
		SP:Iteration 10Q (18901.430000 sec): 3 clusters
  Score: Raw -2329998.019757 + Penalty 3226.626845 = -2326771.392913
  nChanged 929
		SP:Iteration 11Q (18901.480000 sec): 3 clusters
  Score: Raw -2330517.765772 + Penalty 3226.626845 = -2327291.138927
  nChanged 851
		SP:Iteration 12Q (18901.520000 sec): 3 clusters
  Score: Raw -2331010.237656 + Penalty 3226.626845 = -2327783.610811
  nChanged 783
		SP:Iteration 13Q (18901.570000 sec): 3 clusters
  Score: Raw -2331507.202275 + Penalty 3226.626845 = -2328280.575430
  nChanged 709
		SP:Iteration 14Q (18901.620000 sec): 3 clusters
  Score: Raw -2331971.366757 + Penalty 3226.626845 = -2328744.739912
  nChanged 610
		SP:Iteration 15Q (18901.670000 sec): 3 clusters
  Score: Raw -2332406.647591 + Penalty 3226.626845 = -2329180.020746
  nChanged 489
		SP:Iteration 16Q (18901.710000 sec): 3 clusters
  Score: Raw -2332775.014788 + Penalty 3226.626845 = -2329548.387944
  nChanged 347
		SP:Iteration 17Q (18901.760000 sec): 3 clusters
  Score: Raw -2333038.002191 + Penalty 3226.626845 = -2329811.375346
  nChanged 208
		SP:Iteration 18Q (18901.800000 sec): 3 clusters
  Score: Raw -2333205.104209 + Penalty 3226.626845 = -2329978.477365
  nChanged 154
		SP:Iteration 19Q (18901.850000 sec): 3 clusters
  Score: Raw -2333345.193958 + Penalty 3226.626845 = -2330118.567113
  nChanged 85
		SP:Iteration 20F (18901.900000 sec): 3 clusters
  Score: Raw -2333416.627581 + Penalty 3226.626845 = -2330190.000737
  nChanged 55
		SP:Iteration 21Q (18901.930000 sec): 3 clusters
  Score: Raw -2333460.100493 + Penalty 3226.626845 = -2330233.473649
  nChanged 24
		SP:Iteration 22Q (18901.970000 sec): 3 clusters
  Score: Raw -2333477.228119 + Penalty 3226.626845 = -2330250.601274
  nChanged 12
		SP:Iteration 23Q (18902.010000 sec): 3 clusters
  Score: Raw -2333483.674354 + Penalty 3226.626845 = -2330257.047509
  nChanged 5
		SP:Iteration 24Q (18902.050000 sec): 3 clusters
  Score: Raw -2333486.787541 + Penalty 3226.626845 = -2330260.160697
  nChanged 7
		SP:Iteration 25Q (18902.090000 sec): 3 clusters
  Score: Raw -2333492.178670 + Penalty 3226.626845 = -2330265.551826
  nChanged 5
		SP:Iteration 26Q (18902.130000 sec): 3 clusters
  Score: Raw -2333495.801633 + Penalty 3226.626845 = -2330269.174788
  nChanged 7
		SP:Iteration 27Q (18902.170000 sec): 3 clusters
  Score: Raw -2333500.227313 + Penalty 3226.626845 = -2330273.600469
  nChanged 8
		SP:Iteration 28Q (18902.200000 sec): 3 clusters
  Score: Raw -2333503.839400 + Penalty 3226.626845 = -2330277.212556
  nChanged 4
		SP:Iteration 29Q (18902.240000 sec): 3 clusters
  Score: Raw -2333506.615313 + Penalty 3226.626845 = -2330279.988468
  nChanged 2
		SP:Iteration 30Q (18902.280000 sec): 3 clusters
  Score: Raw -2333507.638158 + Penalty 3226.626845 = -2330281.011313
  nChanged 2
		SP:Iteration 31Q (18902.310000 sec): 3 clusters
  Score: Raw -2333509.169479 + Penalty 3226.626845 = -2330282.542634
  nChanged 1
		SP:Iteration 32Q (18902.350000 sec): 3 clusters
  Score: Raw -2333509.750940 + Penalty 3226.626845 = -2330283.124095
  nChanged 3
		SP:Iteration 33Q (18902.390000 sec): 3 clusters
  Score: Raw -2333511.422597 + Penalty 3226.626845 = -2330284.795752
  nChanged 2
		SP:Iteration 34Q (18902.430000 sec): 3 clusters
  Score: Raw -2333512.995615 + Penalty 3226.626845 = -2330286.368770
  nChanged 2
		SP:Iteration 35Q (18902.470000 sec): 3 clusters
  Score: Raw -2333517.112303 + Penalty 3226.626845 = -2330290.485458
  nChanged 5
		SP:Iteration 36Q (18902.500000 sec): 3 clusters
  Score: Raw -2333520.898138 + Penalty 3226.626845 = -2330294.271293
  nChanged 2
		SP:Iteration 37Q (18902.540000 sec): 3 clusters
  Score: Raw -2333521.943368 + Penalty 3226.626845 = -2330295.316523
  nChanged 1
		SP:Iteration 38Q (18902.580000 sec): 3 clusters
  Score: Raw -2333523.156942 + Penalty 3226.626845 = -2330296.530097
  nChanged 2
		SP:Iteration 39Q (18902.610000 sec): 3 clusters
  Score: Raw -2333524.365660 + Penalty 3226.626845 = -2330297.738815
  nChanged 0
		SP:Iteration 40F (18902.670000 sec): 3 clusters
  Score: Raw -2333524.365660 + Penalty 3226.626845 = -2330297.738815
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 49 (3314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18902.690000 sec): 2 clusters
  Score: Raw -375489.111622 + Penalty 1317.210570 = -374171.901052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18902.690000 sec): 3 clusters
  Score: Raw -373871.754498 + Penalty 2634.421139 = -371237.333359
  nChanged 1268
		SP:Iteration 1F (18902.700000 sec): 3 clusters
  Score: Raw -374597.275427 + Penalty 2634.421139 = -371962.854288
  nChanged 239
		SP:Iteration 2F (18902.710000 sec): 3 clusters
  Score: Raw -374722.926238 + Penalty 2634.421139 = -372088.505099
  nChanged 147
		SP:Iteration 3Q (18902.710000 sec): 3 clusters
  Score: Raw -374813.478805 + Penalty 2634.421139 = -372179.057665
  nChanged 121
		SP:Iteration 4Q (18902.720000 sec): 3 clusters
  Score: Raw -374894.038845 + Penalty 2634.421139 = -372259.617706
  nChanged 144
		SP:Iteration 5Q (18902.730000 sec): 3 clusters
  Score: Raw -374982.460475 + Penalty 2634.421139 = -372348.039335
  nChanged 127
		SP:Iteration 6Q (18902.740000 sec): 3 clusters
  Score: Raw -375064.845497 + Penalty 2634.421139 = -372430.424358
  nChanged 125
		SP:Iteration 7Q (18902.750000 sec): 3 clusters
  Score: Raw -375139.840269 + Penalty 2634.421139 = -372505.419130
  nChanged 114
		SP:Iteration 8Q (18902.750000 sec): 3 clusters
  Score: Raw -375210.320444 + Penalty 2634.421139 = -372575.899305
  nChanged 109
		SP:Iteration 9Q (18902.760000 sec): 3 clusters
  Score: Raw -375296.313048 + Penalty 2634.421139 = -372661.891909
  nChanged 100
		SP:Iteration 10Q (18902.770000 sec): 3 clusters
  Score: Raw -375370.603466 + Penalty 2634.421139 = -372736.182327
  nChanged 80
		SP:Iteration 11Q (18902.780000 sec): 3 clusters
  Score: Raw -375428.449112 + Penalty 2634.421139 = -372794.027973
  nChanged 64
		SP:Iteration 12Q (18902.790000 sec): 3 clusters
  Score: Raw -375473.286435 + Penalty 2634.421139 = -372838.865295
  nChanged 74
		SP:Iteration 13Q (18902.790000 sec): 3 clusters
  Score: Raw -375531.871379 + Penalty 2634.421139 = -372897.450240
  nChanged 64
		SP:Iteration 14Q (18902.800000 sec): 3 clusters
  Score: Raw -375573.767509 + Penalty 2634.421139 = -372939.346370
  nChanged 43
		SP:Iteration 15Q (18902.810000 sec): 3 clusters
  Score: Raw -375598.196863 + Penalty 2634.421139 = -372963.775724
  nChanged 47
		SP:Iteration 16Q (18902.810000 sec): 3 clusters
  Score: Raw -375621.377600 + Penalty 2634.421139 = -372986.956461
  nChanged 32
		SP:Iteration 17Q (18902.820000 sec): 3 clusters
  Score: Raw -375642.652421 + Penalty 2634.421139 = -373008.231282
  nChanged 23
		SP:Iteration 18Q (18902.830000 sec): 3 clusters
  Score: Raw -375659.231185 + Penalty 2634.421139 = -373024.810045
  nChanged 15
		SP:Iteration 19Q (18902.830000 sec): 3 clusters
  Score: Raw -375671.287812 + Penalty 2634.421139 = -373036.866673
  nChanged 17
		SP:Iteration 20F (18902.840000 sec): 3 clusters
  Score: Raw -375679.938304 + Penalty 2634.421139 = -373045.517165
  nChanged 17
		SP:Iteration 21Q (18902.850000 sec): 3 clusters
  Score: Raw -375686.538827 + Penalty 2634.421139 = -373052.117687
  nChanged 9
		SP:Iteration 22Q (18902.850000 sec): 3 clusters
  Score: Raw -375691.517194 + Penalty 2634.421139 = -373057.096054
  nChanged 14
		SP:Iteration 23Q (18902.860000 sec): 3 clusters
  Score: Raw -375696.535859 + Penalty 2634.421139 = -373062.114720
  nChanged 9
		SP:Iteration 24Q (18902.870000 sec): 3 clusters
  Score: Raw -375701.193707 + Penalty 2634.421139 = -373066.772568
  nChanged 13
		SP:Iteration 25Q (18902.880000 sec): 3 clusters
  Score: Raw -375706.674740 + Penalty 2634.421139 = -373072.253601
  nChanged 8
		SP:Iteration 26Q (18902.880000 sec): 3 clusters
  Score: Raw -375712.226675 + Penalty 2634.421139 = -373077.805535
  nChanged 12
		SP:Iteration 27Q (18902.890000 sec): 3 clusters
  Score: Raw -375717.648495 + Penalty 2634.421139 = -373083.227356
  nChanged 9
		SP:Iteration 28Q (18902.900000 sec): 3 clusters
  Score: Raw -375725.776793 + Penalty 2634.421139 = -373091.355654
  nChanged 10
		SP:Iteration 29Q (18902.900000 sec): 3 clusters
  Score: Raw -375733.970831 + Penalty 2634.421139 = -373099.549692
  nChanged 6
		SP:Iteration 30Q (18902.910000 sec): 3 clusters
  Score: Raw -375736.141253 + Penalty 2634.421139 = -373101.720114
  nChanged 3
		SP:Iteration 31Q (18902.920000 sec): 3 clusters
  Score: Raw -375736.940833 + Penalty 2634.421139 = -373102.519694
  nChanged 3
		SP:Iteration 32Q (18902.920000 sec): 3 clusters
  Score: Raw -375738.211008 + Penalty 2634.421139 = -373103.789869
  nChanged 2
		SP:Iteration 33Q (18902.930000 sec): 3 clusters
  Score: Raw -375738.659409 + Penalty 2634.421139 = -373104.238270
  nChanged 1
		SP:Iteration 34Q (18902.940000 sec): 3 clusters
  Score: Raw -375738.926171 + Penalty 2634.421139 = -373104.505031
  nChanged 1
		SP:Iteration 35Q (18902.950000 sec): 3 clusters
  Score: Raw -375739.093249 + Penalty 2634.421139 = -373104.672110
  nChanged 1
		SP:Iteration 36Q (18902.950000 sec): 3 clusters
  Score: Raw -375739.355362 + Penalty 2634.421139 = -373104.934222
  nChanged 0
		SP:Iteration 37F (18902.960000 sec): 3 clusters
  Score: Raw -375739.355362 + Penalty 2634.421139 = -373104.934222
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 50 (3737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18902.970000 sec): 2 clusters
  Score: Raw -422650.806825 + Penalty 1336.731245 = -421314.075580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18902.980000 sec): 3 clusters
  Score: Raw -420802.428231 + Penalty 2673.462490 = -418128.965741
  nChanged 1465
		SP:Iteration 1F (18902.990000 sec): 3 clusters
  Score: Raw -421656.729425 + Penalty 2673.462490 = -418983.266936
  nChanged 296
		SP:Iteration 2F (18903.000000 sec): 3 clusters
  Score: Raw -421841.758307 + Penalty 2673.462490 = -419168.295818
  nChanged 200
		SP:Iteration 3F (18903.010000 sec): 3 clusters
  Score: Raw -421971.187790 + Penalty 2673.462490 = -419297.725301
  nChanged 168
		SP:Iteration 4Q (18903.010000 sec): 3 clusters
  Score: Raw -422075.045697 + Penalty 2673.462490 = -419401.583207
  nChanged 131
		SP:Iteration 5Q (18903.020000 sec): 3 clusters
  Score: Raw -422145.750924 + Penalty 2673.462490 = -419472.288435
  nChanged 107
		SP:Iteration 6Q (18903.030000 sec): 3 clusters
  Score: Raw -422201.697338 + Penalty 2673.462490 = -419528.234849
  nChanged 83
		SP:Iteration 7Q (18903.040000 sec): 3 clusters
  Score: Raw -422243.143692 + Penalty 2673.462490 = -419569.681202
  nChanged 74
		SP:Iteration 8Q (18903.050000 sec): 3 clusters
  Score: Raw -422272.167993 + Penalty 2673.462490 = -419598.705503
  nChanged 74
		SP:Iteration 9Q (18903.060000 sec): 3 clusters
  Score: Raw -422303.104739 + Penalty 2673.462490 = -419629.642249
  nChanged 57
		SP:Iteration 10Q (18903.070000 sec): 3 clusters
  Score: Raw -422323.497810 + Penalty 2673.462490 = -419650.035320
  nChanged 43
		SP:Iteration 11Q (18903.070000 sec): 3 clusters
  Score: Raw -422342.467857 + Penalty 2673.462490 = -419669.005368
  nChanged 41
		SP:Iteration 12Q (18903.080000 sec): 3 clusters
  Score: Raw -422359.867993 + Penalty 2673.462490 = -419686.405503
  nChanged 41
		SP:Iteration 13Q (18903.090000 sec): 3 clusters
  Score: Raw -422374.784910 + Penalty 2673.462490 = -419701.322421
  nChanged 32
		SP:Iteration 14Q (18903.100000 sec): 3 clusters
  Score: Raw -422385.282487 + Penalty 2673.462490 = -419711.819998
  nChanged 29
		SP:Iteration 15Q (18903.110000 sec): 3 clusters
  Score: Raw -422395.738484 + Penalty 2673.462490 = -419722.275994
  nChanged 36
		SP:Iteration 16Q (18903.120000 sec): 3 clusters
  Score: Raw -422412.347466 + Penalty 2673.462490 = -419738.884977
  nChanged 37
		SP:Iteration 17Q (18903.130000 sec): 3 clusters
  Score: Raw -422426.063820 + Penalty 2673.462490 = -419752.601330
  nChanged 26
		SP:Iteration 18Q (18903.130000 sec): 3 clusters
  Score: Raw -422435.054676 + Penalty 2673.462490 = -419761.592186
  nChanged 22
		SP:Iteration 19Q (18903.140000 sec): 3 clusters
  Score: Raw -422442.015136 + Penalty 2673.462490 = -419768.552646
  nChanged 15
		SP:Iteration 20F (18903.150000 sec): 3 clusters
  Score: Raw -422445.417475 + Penalty 2673.462490 = -419771.954986
  nChanged 12
		SP:Iteration 21Q (18903.160000 sec): 3 clusters
  Score: Raw -422447.958267 + Penalty 2673.462490 = -419774.495777
  nChanged 11
		SP:Iteration 22Q (18903.170000 sec): 3 clusters
  Score: Raw -422449.923128 + Penalty 2673.462490 = -419776.460638
  nChanged 9
		SP:Iteration 23Q (18903.180000 sec): 3 clusters
  Score: Raw -422452.519787 + Penalty 2673.462490 = -419779.057298
  nChanged 10
		SP:Iteration 24Q (18903.190000 sec): 3 clusters
  Score: Raw -422455.460620 + Penalty 2673.462490 = -419781.998130
  nChanged 15
		SP:Iteration 25Q (18903.200000 sec): 3 clusters
  Score: Raw -422459.248143 + Penalty 2673.462490 = -419785.785653
  nChanged 9
		SP:Iteration 26Q (18903.210000 sec): 3 clusters
  Score: Raw -422462.359749 + Penalty 2673.462490 = -419788.897259
  nChanged 11
		SP:Iteration 27Q (18903.220000 sec): 3 clusters
  Score: Raw -422465.990869 + Penalty 2673.462490 = -419792.528379
  nChanged 12
		SP:Iteration 28Q (18903.220000 sec): 3 clusters
  Score: Raw -422470.041148 + Penalty 2673.462490 = -419796.578658
  nChanged 11
		SP:Iteration 29Q (18903.240000 sec): 3 clusters
  Score: Raw -422472.871495 + Penalty 2673.462490 = -419799.409006
  nChanged 10
		SP:Iteration 30Q (18903.240000 sec): 3 clusters
  Score: Raw -422475.294226 + Penalty 2673.462490 = -419801.831736
  nChanged 7
		SP:Iteration 31Q (18903.250000 sec): 3 clusters
  Score: Raw -422477.173943 + Penalty 2673.462490 = -419803.711453
  nChanged 15
		SP:Iteration 32Q (18903.260000 sec): 3 clusters
  Score: Raw -422481.490589 + Penalty 2673.462490 = -419808.028099
  nChanged 13
		SP:Iteration 33Q (18903.270000 sec): 3 clusters
  Score: Raw -422485.098801 + Penalty 2673.462490 = -419811.636311
  nChanged 12
		SP:Iteration 34Q (18903.280000 sec): 3 clusters
  Score: Raw -422489.394179 + Penalty 2673.462490 = -419815.931690
  nChanged 16
		SP:Iteration 35Q (18903.280000 sec): 3 clusters
  Score: Raw -422494.746575 + Penalty 2673.462490 = -419821.284086
  nChanged 18
		SP:Iteration 36Q (18903.290000 sec): 3 clusters
  Score: Raw -422499.587506 + Penalty 2673.462490 = -419826.125016
  nChanged 15
		SP:Iteration 37Q (18903.300000 sec): 3 clusters
  Score: Raw -422504.327556 + Penalty 2673.462490 = -419830.865067
  nChanged 15
		SP:Iteration 38Q (18903.310000 sec): 3 clusters
  Score: Raw -422508.235056 + Penalty 2673.462490 = -419834.772566
  nChanged 10
		SP:Iteration 39Q (18903.320000 sec): 3 clusters
  Score: Raw -422511.741582 + Penalty 2673.462490 = -419838.279092
  nChanged 15
		SP:Iteration 40F (18903.330000 sec): 3 clusters
  Score: Raw -422517.211417 + Penalty 2673.462490 = -419843.748928
  nChanged 12
		SP:Iteration 41Q (18903.340000 sec): 3 clusters
  Score: Raw -422521.855479 + Penalty 2673.462490 = -419848.392989
  nChanged 17
		SP:Iteration 42Q (18903.340000 sec): 3 clusters
  Score: Raw -422527.004535 + Penalty 2673.462490 = -419853.542045
  nChanged 14
		SP:Iteration 43Q (18903.350000 sec): 3 clusters
  Score: Raw -422530.025799 + Penalty 2673.462490 = -419856.563309
  nChanged 14
		SP:Iteration 44Q (18903.360000 sec): 3 clusters
  Score: Raw -422534.697519 + Penalty 2673.462490 = -419861.235029
  nChanged 13
		SP:Iteration 45Q (18903.370000 sec): 3 clusters
  Score: Raw -422539.988293 + Penalty 2673.462490 = -419866.525803
  nChanged 12
		SP:Iteration 46Q (18903.380000 sec): 3 clusters
  Score: Raw -422544.410703 + Penalty 2673.462490 = -419870.948213
  nChanged 11
		SP:Iteration 47Q (18903.390000 sec): 3 clusters
  Score: Raw -422547.470202 + Penalty 2673.462490 = -419874.007713
  nChanged 11
		SP:Iteration 48Q (18903.400000 sec): 3 clusters
  Score: Raw -422550.736831 + Penalty 2673.462490 = -419877.274342
  nChanged 13
		SP:Iteration 49Q (18903.400000 sec): 3 clusters
  Score: Raw -422553.687182 + Penalty 2673.462490 = -419880.224693
  nChanged 8
		SP:Iteration 50Q (18903.410000 sec): 3 clusters
  Score: Raw -422555.203693 + Penalty 2673.462490 = -419881.741204
  nChanged 10
		SP:Iteration 51Q (18903.420000 sec): 3 clusters
  Score: Raw -422558.652686 + Penalty 2673.462490 = -419885.190196
  nChanged 13
		SP:Iteration 52Q (18903.430000 sec): 3 clusters
  Score: Raw -422562.169922 + Penalty 2673.462490 = -419888.707433
  nChanged 7
		SP:Iteration 53Q (18903.440000 sec): 3 clusters
  Score: Raw -422563.815936 + Penalty 2673.462490 = -419890.353447
  nChanged 5
		SP:Iteration 54Q (18903.440000 sec): 3 clusters
  Score: Raw -422565.052858 + Penalty 2673.462490 = -419891.590369
  nChanged 4
		SP:Iteration 55Q (18903.450000 sec): 3 clusters
  Score: Raw -422566.109004 + Penalty 2673.462490 = -419892.646514
  nChanged 3
		SP:Iteration 56Q (18903.460000 sec): 3 clusters
  Score: Raw -422566.733099 + Penalty 2673.462490 = -419893.270609
  nChanged 3
		SP:Iteration 57Q (18903.470000 sec): 3 clusters
  Score: Raw -422567.729024 + Penalty 2673.462490 = -419894.266534
  nChanged 7
		SP:Iteration 58Q (18903.480000 sec): 3 clusters
  Score: Raw -422568.933089 + Penalty 2673.462490 = -419895.470599
  nChanged 6
		SP:Iteration 59Q (18903.490000 sec): 3 clusters
  Score: Raw -422569.871789 + Penalty 2673.462490 = -419896.409300
  nChanged 4
		SP:Iteration 60F (18903.500000 sec): 3 clusters
  Score: Raw -422570.537345 + Penalty 2673.462490 = -419897.074855
  nChanged 2
		SP:Iteration 61Q (18903.500000 sec): 3 clusters
  Score: Raw -422571.091074 + Penalty 2673.462490 = -419897.628584
  nChanged 1
		SP:Iteration 62Q (18903.510000 sec): 3 clusters
  Score: Raw -422571.212232 + Penalty 2673.462490 = -419897.749742
  nChanged 1
		SP:Iteration 63Q (18903.520000 sec): 3 clusters
  Score: Raw -422571.456284 + Penalty 2673.462490 = -419897.993795
  nChanged 2
		SP:Iteration 64Q (18903.530000 sec): 3 clusters
  Score: Raw -422571.915061 + Penalty 2673.462490 = -419898.452571
  nChanged 2
		SP:Iteration 65Q (18903.540000 sec): 3 clusters
  Score: Raw -422572.296388 + Penalty 2673.462490 = -419898.833898
  nChanged 1
		SP:Iteration 66Q (18903.550000 sec): 3 clusters
  Score: Raw -422572.360863 + Penalty 2673.462490 = -419898.898373
  nChanged 0
		SP:Iteration 67F (18903.560000 sec): 3 clusters
  Score: Raw -422572.360863 + Penalty 2673.462490 = -419898.898373
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 51 (110835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18903.880000 sec): 2 clusters
  Score: Raw -13085297.766089 + Penalty 1887.567157 = -13083410.198932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18904.160000 sec): 3 clusters
  Score: Raw -13012689.307455 + Penalty 3775.134314 = -13008914.173141
  nChanged 53382
		SP:Iteration 1F (18904.440000 sec): 3 clusters
  Score: Raw -13044303.880832 + Penalty 3775.134314 = -13040528.746519
  nChanged 3670
		SP:Iteration 2Q (18904.720000 sec): 3 clusters
  Score: Raw -13045328.131356 + Penalty 3775.134314 = -13041552.997043
  nChanged 4097
		SP:Iteration 3Q (18905.000000 sec): 3 clusters
  Score: Raw -13046636.414670 + Penalty 3775.134314 = -13042861.280356
  nChanged 4477
		SP:Iteration 4Q (18905.280000 sec): 3 clusters
  Score: Raw -13048414.771035 + Penalty 3775.134314 = -13044639.636722
  nChanged 5212
		SP:Iteration 5Q (18905.560000 sec): 3 clusters
  Score: Raw -13051098.175686 + Penalty 3775.134314 = -13047323.041373
  nChanged 6151
		SP:Iteration 6F (18905.840000 sec): 3 clusters
  Score: Raw -13054943.637695 + Penalty 3775.134314 = -13051168.503381
  nChanged 6836
		SP:Iteration 7F (18906.110000 sec): 3 clusters
  Score: Raw -13059881.217585 + Penalty 3775.134314 = -13056106.083271
  nChanged 6957
		SP:Iteration 8F (18906.380000 sec): 3 clusters
  Score: Raw -13065205.189331 + Penalty 3775.134314 = -13061430.055017
  nChanged 6265
		SP:Iteration 9F (18906.660000 sec): 3 clusters
  Score: Raw -13069690.231809 + Penalty 3775.134314 = -13065915.097495
  nChanged 5011
		SP:Iteration 10Q (18906.920000 sec): 3 clusters
  Score: Raw -13073041.511481 + Penalty 3775.134314 = -13069266.377167
  nChanged 4080
		SP:Iteration 11Q (18907.160000 sec): 3 clusters
  Score: Raw -13075611.334367 + Penalty 3775.134314 = -13071836.200054
  nChanged 3306
		SP:Iteration 12Q (18907.410000 sec): 3 clusters
  Score: Raw -13077676.266709 + Penalty 3775.134314 = -13073901.132395
  nChanged 2755
		SP:Iteration 13Q (18907.640000 sec): 3 clusters
  Score: Raw -13079356.934280 + Penalty 3775.134314 = -13075581.799966
  nChanged 2293
		SP:Iteration 14Q (18907.860000 sec): 3 clusters
  Score: Raw -13080721.637118 + Penalty 3775.134314 = -13076946.502804
  nChanged 1906
		SP:Iteration 15Q (18908.080000 sec): 3 clusters
  Score: Raw -13081827.950100 + Penalty 3775.134314 = -13078052.815786
  nChanged 1661
		SP:Iteration 16Q (18908.300000 sec): 3 clusters
  Score: Raw -13082818.653813 + Penalty 3775.134314 = -13079043.519499
  nChanged 1286
		SP:Iteration 17Q (18908.500000 sec): 3 clusters
  Score: Raw -13083571.442609 + Penalty 3775.134314 = -13079796.308296
  nChanged 990
		SP:Iteration 18Q (18908.710000 sec): 3 clusters
  Score: Raw -13084144.017563 + Penalty 3775.134314 = -13080368.883249
  nChanged 752
		SP:Iteration 19Q (18908.910000 sec): 3 clusters
  Score: Raw -13084567.523901 + Penalty 3775.134314 = -13080792.389587
  nChanged 518
		SP:Iteration 20F (18909.180000 sec): 3 clusters
  Score: Raw -13084866.194818 + Penalty 3775.134314 = -13081091.060505
  nChanged 398
		SP:Iteration 21Q (18909.380000 sec): 3 clusters
  Score: Raw -13085100.466832 + Penalty 3775.134314 = -13081325.332519
  nChanged 276
		SP:Iteration 22Q (18909.570000 sec): 3 clusters
  Score: Raw -13085263.845579 + Penalty 3775.134314 = -13081488.711266
  nChanged 170
		SP:Iteration 23Q (18909.760000 sec): 3 clusters
  Score: Raw -13085359.707689 + Penalty 3775.134314 = -13081584.573375
  nChanged 125
		SP:Iteration 24Q (18909.950000 sec): 3 clusters
  Score: Raw -13085434.987067 + Penalty 3775.134314 = -13081659.852753
  nChanged 91
		SP:Iteration 25Q (18910.140000 sec): 3 clusters
  Score: Raw -13085490.526405 + Penalty 3775.134314 = -13081715.392091
  nChanged 70
		SP:Iteration 26Q (18910.340000 sec): 3 clusters
  Score: Raw -13085533.629378 + Penalty 3775.134314 = -13081758.495065
  nChanged 43
		SP:Iteration 27Q (18910.530000 sec): 3 clusters
  Score: Raw -13085558.283552 + Penalty 3775.134314 = -13081783.149238
  nChanged 39
		SP:Iteration 28Q (18910.720000 sec): 3 clusters
  Score: Raw -13085576.497589 + Penalty 3775.134314 = -13081801.363275
  nChanged 36
		SP:Iteration 29Q (18910.900000 sec): 3 clusters
  Score: Raw -13085594.306557 + Penalty 3775.134314 = -13081819.172243
  nChanged 32
		SP:Iteration 30Q (18911.090000 sec): 3 clusters
  Score: Raw -13085611.569578 + Penalty 3775.134314 = -13081836.435264
  nChanged 24
		SP:Iteration 31Q (18911.280000 sec): 3 clusters
  Score: Raw -13085624.483199 + Penalty 3775.134314 = -13081849.348886
  nChanged 16
		SP:Iteration 32Q (18911.470000 sec): 3 clusters
  Score: Raw -13085637.397855 + Penalty 3775.134314 = -13081862.263541
  nChanged 16
		SP:Iteration 33Q (18911.650000 sec): 3 clusters
  Score: Raw -13085646.867023 + Penalty 3775.134314 = -13081871.732710
  nChanged 16
		SP:Iteration 34Q (18911.840000 sec): 3 clusters
  Score: Raw -13085653.509997 + Penalty 3775.134314 = -13081878.375683
  nChanged 9
		SP:Iteration 35Q (18912.030000 sec): 3 clusters
  Score: Raw -13085657.560387 + Penalty 3775.134314 = -13081882.426074
  nChanged 10
		SP:Iteration 36Q (18912.210000 sec): 3 clusters
  Score: Raw -13085664.374299 + Penalty 3775.134314 = -13081889.239985
  nChanged 11
		SP:Iteration 37Q (18912.400000 sec): 3 clusters
  Score: Raw -13085669.401420 + Penalty 3775.134314 = -13081894.267106
  nChanged 7
		SP:Iteration 38Q (18912.590000 sec): 3 clusters
  Score: Raw -13085672.629755 + Penalty 3775.134314 = -13081897.495442
  nChanged 5
		SP:Iteration 39Q (18912.780000 sec): 3 clusters
  Score: Raw -13085674.547506 + Penalty 3775.134314 = -13081899.413192
  nChanged 5
		SP:Iteration 40F (18913.040000 sec): 3 clusters
  Score: Raw -13085676.952648 + Penalty 3775.134314 = -13081901.818334
  nChanged 4
		SP:Iteration 41Q (18913.230000 sec): 3 clusters
  Score: Raw -13085678.347641 + Penalty 3775.134314 = -13081903.213328
  nChanged 5
		SP:Iteration 42Q (18913.420000 sec): 3 clusters
  Score: Raw -13085680.267280 + Penalty 3775.134314 = -13081905.132967
  nChanged 0
		SP:Iteration 43F (18913.680000 sec): 3 clusters
  Score: Raw -13085680.267280 + Penalty 3775.134314 = -13081905.132967
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 52 (6669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18913.750000 sec): 2 clusters
  Score: Raw -701803.260815 + Penalty 1430.849095 = -700372.411720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18913.770000 sec): 3 clusters
  Score: Raw -698180.572162 + Penalty 2861.698191 = -695318.873971
  nChanged 2816
		SP:Iteration 1F (18913.780000 sec): 3 clusters
  Score: Raw -699862.913809 + Penalty 2861.698191 = -697001.215618
  nChanged 598
		SP:Iteration 2F (18913.800000 sec): 3 clusters
  Score: Raw -700353.331883 + Penalty 2861.698191 = -697491.633692
  nChanged 520
		SP:Iteration 3F (18913.810000 sec): 3 clusters
  Score: Raw -700754.355782 + Penalty 2861.698191 = -697892.657591
  nChanged 428
		SP:Iteration 4F (18913.830000 sec): 3 clusters
  Score: Raw -701112.900443 + Penalty 2861.698191 = -698251.202252
  nChanged 404
		SP:Iteration 5F (18913.840000 sec): 3 clusters
  Score: Raw -701452.374954 + Penalty 2861.698191 = -698590.676763
  nChanged 322
		SP:Iteration 6Q (18913.860000 sec): 3 clusters
  Score: Raw -701719.938321 + Penalty 2861.698191 = -698858.240130
  nChanged 290
		SP:Iteration 7Q (18913.880000 sec): 3 clusters
  Score: Raw -701960.212287 + Penalty 2861.698191 = -699098.514096
  nChanged 235
		SP:Iteration 8Q (18913.890000 sec): 3 clusters
  Score: Raw -702114.321391 + Penalty 2861.698191 = -699252.623201
  nChanged 194
		SP:Iteration 9Q (18913.900000 sec): 3 clusters
  Score: Raw -702220.215083 + Penalty 2861.698191 = -699358.516892
  nChanged 168
		SP:Iteration 10Q (18913.920000 sec): 3 clusters
  Score: Raw -702299.734808 + Penalty 2861.698191 = -699438.036617
  nChanged 130
		SP:Iteration 11Q (18913.930000 sec): 3 clusters
  Score: Raw -702359.479585 + Penalty 2861.698191 = -699497.781394
  nChanged 115
		SP:Iteration 12Q (18913.950000 sec): 3 clusters
  Score: Raw -702410.592550 + Penalty 2861.698191 = -699548.894360
  nChanged 102
		SP:Iteration 13Q (18913.960000 sec): 3 clusters
  Score: Raw -702458.822034 + Penalty 2861.698191 = -699597.123843
  nChanged 76
		SP:Iteration 14Q (18913.980000 sec): 3 clusters
  Score: Raw -702483.157841 + Penalty 2861.698191 = -699621.459650
  nChanged 61
		SP:Iteration 15Q (18913.990000 sec): 3 clusters
  Score: Raw -702505.851500 + Penalty 2861.698191 = -699644.153309
  nChanged 55
		SP:Iteration 16Q (18914.000000 sec): 3 clusters
  Score: Raw -702523.950328 + Penalty 2861.698191 = -699662.252137
  nChanged 44
		SP:Iteration 17Q (18914.020000 sec): 3 clusters
  Score: Raw -702541.010853 + Penalty 2861.698191 = -699679.312662
  nChanged 47
		SP:Iteration 18Q (18914.040000 sec): 3 clusters
  Score: Raw -702556.587449 + Penalty 2861.698191 = -699694.889258
  nChanged 42
		SP:Iteration 19Q (18914.050000 sec): 3 clusters
  Score: Raw -702570.033798 + Penalty 2861.698191 = -699708.335608
  nChanged 48
		SP:Iteration 20F (18914.060000 sec): 3 clusters
  Score: Raw -702584.264093 + Penalty 2861.698191 = -699722.565902
  nChanged 36
		SP:Iteration 21Q (18914.080000 sec): 3 clusters
  Score: Raw -702596.815419 + Penalty 2861.698191 = -699735.117228
  nChanged 33
		SP:Iteration 22Q (18914.090000 sec): 3 clusters
  Score: Raw -702607.563676 + Penalty 2861.698191 = -699745.865486
  nChanged 29
		SP:Iteration 23Q (18914.110000 sec): 3 clusters
  Score: Raw -702616.593987 + Penalty 2861.698191 = -699754.895796
  nChanged 22
		SP:Iteration 24Q (18914.120000 sec): 3 clusters
  Score: Raw -702622.217799 + Penalty 2861.698191 = -699760.519608
  nChanged 19
		SP:Iteration 25Q (18914.140000 sec): 3 clusters
  Score: Raw -702626.864261 + Penalty 2861.698191 = -699765.166070
  nChanged 18
		SP:Iteration 26Q (18914.150000 sec): 3 clusters
  Score: Raw -702630.531039 + Penalty 2861.698191 = -699768.832848
  nChanged 16
		SP:Iteration 27Q (18914.160000 sec): 3 clusters
  Score: Raw -702633.286157 + Penalty 2861.698191 = -699771.587966
  nChanged 15
		SP:Iteration 28Q (18914.180000 sec): 3 clusters
  Score: Raw -702636.517818 + Penalty 2861.698191 = -699774.819627
  nChanged 14
		SP:Iteration 29Q (18914.190000 sec): 3 clusters
  Score: Raw -702640.616655 + Penalty 2861.698191 = -699778.918464
  nChanged 19
		SP:Iteration 30Q (18914.210000 sec): 3 clusters
  Score: Raw -702644.631694 + Penalty 2861.698191 = -699782.933503
  nChanged 10
		SP:Iteration 31Q (18914.220000 sec): 3 clusters
  Score: Raw -702646.324688 + Penalty 2861.698191 = -699784.626497
  nChanged 11
		SP:Iteration 32Q (18914.240000 sec): 3 clusters
  Score: Raw -702649.542933 + Penalty 2861.698191 = -699787.844742
  nChanged 14
		SP:Iteration 33Q (18914.250000 sec): 3 clusters
  Score: Raw -702653.235330 + Penalty 2861.698191 = -699791.537139
  nChanged 10
		SP:Iteration 34Q (18914.260000 sec): 3 clusters
  Score: Raw -702655.359144 + Penalty 2861.698191 = -699793.660953
  nChanged 8
		SP:Iteration 35Q (18914.280000 sec): 3 clusters
  Score: Raw -702656.834807 + Penalty 2861.698191 = -699795.136616
  nChanged 7
		SP:Iteration 36Q (18914.290000 sec): 3 clusters
  Score: Raw -702657.939870 + Penalty 2861.698191 = -699796.241679
  nChanged 9
		SP:Iteration 37Q (18914.300000 sec): 3 clusters
  Score: Raw -702658.992345 + Penalty 2861.698191 = -699797.294154
  nChanged 5
		SP:Iteration 38Q (18914.320000 sec): 3 clusters
  Score: Raw -702659.678669 + Penalty 2861.698191 = -699797.980478
  nChanged 2
		SP:Iteration 39Q (18914.330000 sec): 3 clusters
  Score: Raw -702659.922012 + Penalty 2861.698191 = -699798.223821
  nChanged 1
		SP:Iteration 40F (18914.350000 sec): 3 clusters
  Score: Raw -702660.083722 + Penalty 2861.698191 = -699798.385531
  nChanged 4
		SP:Iteration 41Q (18914.360000 sec): 3 clusters
  Score: Raw -702661.141853 + Penalty 2861.698191 = -699799.443662
  nChanged 4
		SP:Iteration 42Q (18914.380000 sec): 3 clusters
  Score: Raw -702661.855458 + Penalty 2861.698191 = -699800.157268
  nChanged 4
		SP:Iteration 43Q (18914.390000 sec): 3 clusters
  Score: Raw -702662.586159 + Penalty 2861.698191 = -699800.887968
  nChanged 3
		SP:Iteration 44Q (18914.400000 sec): 3 clusters
  Score: Raw -702663.501234 + Penalty 2861.698191 = -699801.803043
  nChanged 4
		SP:Iteration 45Q (18914.420000 sec): 3 clusters
  Score: Raw -702664.200904 + Penalty 2861.698191 = -699802.502713
  nChanged 2
		SP:Iteration 46Q (18914.430000 sec): 3 clusters
  Score: Raw -702664.423402 + Penalty 2861.698191 = -699802.725211
  nChanged 3
		SP:Iteration 47Q (18914.450000 sec): 3 clusters
  Score: Raw -702664.721115 + Penalty 2861.698191 = -699803.022924
  nChanged 3
		SP:Iteration 48Q (18914.460000 sec): 3 clusters
  Score: Raw -702665.170128 + Penalty 2861.698191 = -699803.471937
  nChanged 0
		SP:Iteration 49F (18914.480000 sec): 3 clusters
  Score: Raw -702665.170128 + Penalty 2861.698191 = -699803.471937
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 53 (3043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18914.490000 sec): 2 clusters
  Score: Raw -348900.759380 + Penalty 1303.347362 = -347597.412018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18914.500000 sec): 3 clusters
  Score: Raw -347542.177168 + Penalty 2606.694724 = -344935.482444
  nChanged 1124
		SP:Iteration 1F (18914.500000 sec): 3 clusters
  Score: Raw -348231.422341 + Penalty 2606.694724 = -345624.727617
  nChanged 249
		SP:Iteration 2F (18914.510000 sec): 3 clusters
  Score: Raw -348435.883916 + Penalty 2606.694724 = -345829.189192
  nChanged 214
		SP:Iteration 3F (18914.520000 sec): 3 clusters
  Score: Raw -348658.952614 + Penalty 2606.694724 = -346052.257890
  nChanged 241
		SP:Iteration 4F (18914.520000 sec): 3 clusters
  Score: Raw -348950.835189 + Penalty 2606.694724 = -346344.140465
  nChanged 241
		SP:Iteration 5F (18914.530000 sec): 3 clusters
  Score: Raw -349271.071057 + Penalty 2606.694724 = -346664.376333
  nChanged 196
		SP:Iteration 6F (18914.540000 sec): 3 clusters
  Score: Raw -349511.190960 + Penalty 2606.694724 = -346904.496236
  nChanged 136
		SP:Iteration 7Q (18914.540000 sec): 3 clusters
  Score: Raw -349649.371082 + Penalty 2606.694724 = -347042.676359
  nChanged 65
		SP:Iteration 8Q (18914.550000 sec): 3 clusters
  Score: Raw -349704.246330 + Penalty 2606.694724 = -347097.551606
  nChanged 39
		SP:Iteration 9Q (18914.560000 sec): 3 clusters
  Score: Raw -349731.686459 + Penalty 2606.694724 = -347124.991735
  nChanged 25
		SP:Iteration 10Q (18914.560000 sec): 3 clusters
  Score: Raw -349746.888548 + Penalty 2606.694724 = -347140.193824
  nChanged 11
		SP:Iteration 11Q (18914.570000 sec): 3 clusters
  Score: Raw -349752.938773 + Penalty 2606.694724 = -347146.244049
  nChanged 10
		SP:Iteration 12Q (18914.580000 sec): 3 clusters
  Score: Raw -349758.347556 + Penalty 2606.694724 = -347151.652832
  nChanged 6
		SP:Iteration 13Q (18914.580000 sec): 3 clusters
  Score: Raw -349761.413709 + Penalty 2606.694724 = -347154.718985
  nChanged 4
		SP:Iteration 14Q (18914.590000 sec): 3 clusters
  Score: Raw -349763.014436 + Penalty 2606.694724 = -347156.319712
  nChanged 5
		SP:Iteration 15Q (18914.600000 sec): 3 clusters
  Score: Raw -349764.879114 + Penalty 2606.694724 = -347158.184390
  nChanged 0
		SP:Iteration 16F (18914.600000 sec): 3 clusters
  Score: Raw -349764.879114 + Penalty 2606.694724 = -347158.184390
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 54 (3248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18914.620000 sec): 2 clusters
  Score: Raw -351708.806496 + Penalty 1313.941639 = -350394.864857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18914.620000 sec): 3 clusters
  Score: Raw -350129.319525 + Penalty 2627.883278 = -347501.436248
  nChanged 1255
		SP:Iteration 1F (18914.630000 sec): 3 clusters
  Score: Raw -350923.812475 + Penalty 2627.883278 = -348295.929197
  nChanged 290
		SP:Iteration 2F (18914.640000 sec): 3 clusters
  Score: Raw -351147.896364 + Penalty 2627.883278 = -348520.013086
  nChanged 201
		SP:Iteration 3F (18914.650000 sec): 3 clusters
  Score: Raw -351277.593526 + Penalty 2627.883278 = -348649.710248
  nChanged 158
		SP:Iteration 4Q (18914.660000 sec): 3 clusters
  Score: Raw -351391.009653 + Penalty 2627.883278 = -348763.126375
  nChanged 140
		SP:Iteration 5Q (18914.660000 sec): 3 clusters
  Score: Raw -351491.385676 + Penalty 2627.883278 = -348863.502398
  nChanged 99
		SP:Iteration 6Q (18914.670000 sec): 3 clusters
  Score: Raw -351555.236788 + Penalty 2627.883278 = -348927.353510
  nChanged 81
		SP:Iteration 7Q (18914.680000 sec): 3 clusters
  Score: Raw -351609.259215 + Penalty 2627.883278 = -348981.375937
  nChanged 62
		SP:Iteration 8Q (18914.680000 sec): 3 clusters
  Score: Raw -351655.355892 + Penalty 2627.883278 = -349027.472614
  nChanged 73
		SP:Iteration 9Q (18914.690000 sec): 3 clusters
  Score: Raw -351698.782269 + Penalty 2627.883278 = -349070.898991
  nChanged 70
		SP:Iteration 10Q (18914.700000 sec): 3 clusters
  Score: Raw -351732.679361 + Penalty 2627.883278 = -349104.796083
  nChanged 54
		SP:Iteration 11Q (18914.710000 sec): 3 clusters
  Score: Raw -351764.073576 + Penalty 2627.883278 = -349136.190298
  nChanged 48
		SP:Iteration 12Q (18914.720000 sec): 3 clusters
  Score: Raw -351784.896780 + Penalty 2627.883278 = -349157.013502
  nChanged 33
		SP:Iteration 13Q (18914.720000 sec): 3 clusters
  Score: Raw -351800.304047 + Penalty 2627.883278 = -349172.420769
  nChanged 22
		SP:Iteration 14Q (18914.730000 sec): 3 clusters
  Score: Raw -351811.664318 + Penalty 2627.883278 = -349183.781040
  nChanged 27
		SP:Iteration 15Q (18914.740000 sec): 3 clusters
  Score: Raw -351821.365111 + Penalty 2627.883278 = -349193.481833
  nChanged 22
		SP:Iteration 16Q (18914.740000 sec): 3 clusters
  Score: Raw -351832.443928 + Penalty 2627.883278 = -349204.560650
  nChanged 19
		SP:Iteration 17Q (18914.750000 sec): 3 clusters
  Score: Raw -351840.304558 + Penalty 2627.883278 = -349212.421280
  nChanged 21
		SP:Iteration 18Q (18914.760000 sec): 3 clusters
  Score: Raw -351849.584803 + Penalty 2627.883278 = -349221.701525
  nChanged 23
		SP:Iteration 19Q (18914.770000 sec): 3 clusters
  Score: Raw -351858.391115 + Penalty 2627.883278 = -349230.507837
  nChanged 19
		SP:Iteration 20F (18914.780000 sec): 3 clusters
  Score: Raw -351864.648685 + Penalty 2627.883278 = -349236.765407
  nChanged 14
		SP:Iteration 21Q (18914.780000 sec): 3 clusters
  Score: Raw -351869.680708 + Penalty 2627.883278 = -349241.797430
  nChanged 15
		SP:Iteration 22Q (18914.790000 sec): 3 clusters
  Score: Raw -351874.140619 + Penalty 2627.883278 = -349246.257342
  nChanged 13
		SP:Iteration 23Q (18914.800000 sec): 3 clusters
  Score: Raw -351878.761178 + Penalty 2627.883278 = -349250.877900
  nChanged 16
		SP:Iteration 24Q (18914.800000 sec): 3 clusters
  Score: Raw -351885.911968 + Penalty 2627.883278 = -349258.028690
  nChanged 16
		SP:Iteration 25Q (18914.810000 sec): 3 clusters
  Score: Raw -351893.414300 + Penalty 2627.883278 = -349265.531022
  nChanged 15
		SP:Iteration 26Q (18914.820000 sec): 3 clusters
  Score: Raw -351898.542513 + Penalty 2627.883278 = -349270.659235
  nChanged 12
		SP:Iteration 27Q (18914.830000 sec): 3 clusters
  Score: Raw -351901.035414 + Penalty 2627.883278 = -349273.152136
  nChanged 6
		SP:Iteration 28Q (18914.830000 sec): 3 clusters
  Score: Raw -351902.855926 + Penalty 2627.883278 = -349274.972648
  nChanged 9
		SP:Iteration 29Q (18914.840000 sec): 3 clusters
  Score: Raw -351906.154873 + Penalty 2627.883278 = -349278.271595
  nChanged 6
		SP:Iteration 30Q (18914.850000 sec): 3 clusters
  Score: Raw -351908.777700 + Penalty 2627.883278 = -349280.894422
  nChanged 5
		SP:Iteration 31Q (18914.860000 sec): 3 clusters
  Score: Raw -351910.299670 + Penalty 2627.883278 = -349282.416393
  nChanged 3
		SP:Iteration 32Q (18914.860000 sec): 3 clusters
  Score: Raw -351911.676487 + Penalty 2627.883278 = -349283.793209
  nChanged 3
		SP:Iteration 33Q (18914.870000 sec): 3 clusters
  Score: Raw -351912.275381 + Penalty 2627.883278 = -349284.392104
  nChanged 1
		SP:Iteration 34Q (18914.880000 sec): 3 clusters
  Score: Raw -351912.528991 + Penalty 2627.883278 = -349284.645713
  nChanged 1
		SP:Iteration 35Q (18914.880000 sec): 3 clusters
  Score: Raw -351912.853959 + Penalty 2627.883278 = -349284.970681
  nChanged 0
		SP:Iteration 36F (18914.890000 sec): 3 clusters
  Score: Raw -351912.853959 + Penalty 2627.883278 = -349284.970681
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 55 (8745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18914.920000 sec): 2 clusters
  Score: Raw -1047804.635284 + Penalty 1474.888575 = -1046329.746708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18914.940000 sec): 3 clusters
  Score: Raw -1042921.109711 + Penalty 2949.777151 = -1039971.332560
  nChanged 3722
		SP:Iteration 1F (18914.960000 sec): 3 clusters
  Score: Raw -1045066.840631 + Penalty 2949.777151 = -1042117.063481
  nChanged 659
		SP:Iteration 2F (18914.980000 sec): 3 clusters
  Score: Raw -1045540.130718 + Penalty 2949.777151 = -1042590.353567
  nChanged 606
		SP:Iteration 3F (18915.000000 sec): 3 clusters
  Score: Raw -1046010.150450 + Penalty 2949.777151 = -1043060.373299
  nChanged 596
		SP:Iteration 4F (18915.020000 sec): 3 clusters
  Score: Raw -1046488.294499 + Penalty 2949.777151 = -1043538.517348
  nChanged 578
		SP:Iteration 5F (18915.040000 sec): 3 clusters
  Score: Raw -1046893.198772 + Penalty 2949.777151 = -1043943.421622
  nChanged 495
		SP:Iteration 6F (18915.060000 sec): 3 clusters
  Score: Raw -1047224.236491 + Penalty 2949.777151 = -1044274.459340
  nChanged 395
		SP:Iteration 7Q (18915.080000 sec): 3 clusters
  Score: Raw -1047445.754487 + Penalty 2949.777151 = -1044495.977336
  nChanged 297
		SP:Iteration 8Q (18915.100000 sec): 3 clusters
  Score: Raw -1047590.264517 + Penalty 2949.777151 = -1044640.487366
  nChanged 220
		SP:Iteration 9Q (18915.120000 sec): 3 clusters
  Score: Raw -1047696.422609 + Penalty 2949.777151 = -1044746.645458
  nChanged 185
		SP:Iteration 10Q (18915.140000 sec): 3 clusters
  Score: Raw -1047776.858246 + Penalty 2949.777151 = -1044827.081096
  nChanged 145
		SP:Iteration 11Q (18915.160000 sec): 3 clusters
  Score: Raw -1047846.881350 + Penalty 2949.777151 = -1044897.104199
  nChanged 136
		SP:Iteration 12Q (18915.180000 sec): 3 clusters
  Score: Raw -1047910.253202 + Penalty 2949.777151 = -1044960.476051
  nChanged 121
		SP:Iteration 13Q (18915.200000 sec): 3 clusters
  Score: Raw -1047972.311187 + Penalty 2949.777151 = -1045022.534036
  nChanged 126
		SP:Iteration 14Q (18915.220000 sec): 3 clusters
  Score: Raw -1048031.131254 + Penalty 2949.777151 = -1045081.354103
  nChanged 114
		SP:Iteration 15Q (18915.240000 sec): 3 clusters
  Score: Raw -1048078.552333 + Penalty 2949.777151 = -1045128.775182
  nChanged 102
		SP:Iteration 16Q (18915.260000 sec): 3 clusters
  Score: Raw -1048124.413664 + Penalty 2949.777151 = -1045174.636513
  nChanged 93
		SP:Iteration 17Q (18915.280000 sec): 3 clusters
  Score: Raw -1048164.521277 + Penalty 2949.777151 = -1045214.744126
  nChanged 78
		SP:Iteration 18Q (18915.300000 sec): 3 clusters
  Score: Raw -1048193.833928 + Penalty 2949.777151 = -1045244.056777
  nChanged 58
		SP:Iteration 19Q (18915.310000 sec): 3 clusters
  Score: Raw -1048213.876817 + Penalty 2949.777151 = -1045264.099666
  nChanged 58
		SP:Iteration 20F (18915.340000 sec): 3 clusters
  Score: Raw -1048234.356700 + Penalty 2949.777151 = -1045284.579549
  nChanged 44
		SP:Iteration 21Q (18915.350000 sec): 3 clusters
  Score: Raw -1048250.046773 + Penalty 2949.777151 = -1045300.269622
  nChanged 48
		SP:Iteration 22Q (18915.370000 sec): 3 clusters
  Score: Raw -1048267.602463 + Penalty 2949.777151 = -1045317.825312
  nChanged 45
		SP:Iteration 23Q (18915.390000 sec): 3 clusters
  Score: Raw -1048280.588968 + Penalty 2949.777151 = -1045330.811817
  nChanged 47
		SP:Iteration 24Q (18915.400000 sec): 3 clusters
  Score: Raw -1048296.859454 + Penalty 2949.777151 = -1045347.082303
  nChanged 43
		SP:Iteration 25Q (18915.420000 sec): 3 clusters
  Score: Raw -1048308.462593 + Penalty 2949.777151 = -1045358.685442
  nChanged 38
		SP:Iteration 26Q (18915.440000 sec): 3 clusters
  Score: Raw -1048318.331828 + Penalty 2949.777151 = -1045368.554677
  nChanged 38
		SP:Iteration 27Q (18915.460000 sec): 3 clusters
  Score: Raw -1048328.796224 + Penalty 2949.777151 = -1045379.019073
  nChanged 33
		SP:Iteration 28Q (18915.480000 sec): 3 clusters
  Score: Raw -1048338.891313 + Penalty 2949.777151 = -1045389.114162
  nChanged 28
		SP:Iteration 29Q (18915.500000 sec): 3 clusters
  Score: Raw -1048347.398858 + Penalty 2949.777151 = -1045397.621707
  nChanged 37
		SP:Iteration 30Q (18915.510000 sec): 3 clusters
  Score: Raw -1048357.594126 + Penalty 2949.777151 = -1045407.816976
  nChanged 35
		SP:Iteration 31Q (18915.530000 sec): 3 clusters
  Score: Raw -1048365.483727 + Penalty 2949.777151 = -1045415.706576
  nChanged 20
		SP:Iteration 32Q (18915.550000 sec): 3 clusters
  Score: Raw -1048370.498807 + Penalty 2949.777151 = -1045420.721656
  nChanged 24
		SP:Iteration 33Q (18915.560000 sec): 3 clusters
  Score: Raw -1048377.667537 + Penalty 2949.777151 = -1045427.890386
  nChanged 25
		SP:Iteration 34Q (18915.580000 sec): 3 clusters
  Score: Raw -1048386.848894 + Penalty 2949.777151 = -1045437.071744
  nChanged 26
		SP:Iteration 35Q (18915.600000 sec): 3 clusters
  Score: Raw -1048394.739510 + Penalty 2949.777151 = -1045444.962359
  nChanged 23
		SP:Iteration 36Q (18915.620000 sec): 3 clusters
  Score: Raw -1048402.924507 + Penalty 2949.777151 = -1045453.147356
  nChanged 22
		SP:Iteration 37Q (18915.640000 sec): 3 clusters
  Score: Raw -1048409.304935 + Penalty 2949.777151 = -1045459.527784
  nChanged 14
		SP:Iteration 38Q (18915.650000 sec): 3 clusters
  Score: Raw -1048413.047356 + Penalty 2949.777151 = -1045463.270205
  nChanged 14
		SP:Iteration 39Q (18915.670000 sec): 3 clusters
  Score: Raw -1048416.785806 + Penalty 2949.777151 = -1045467.008655
  nChanged 13
		SP:Iteration 40F (18915.690000 sec): 3 clusters
  Score: Raw -1048419.418860 + Penalty 2949.777151 = -1045469.641709
  nChanged 10
		SP:Iteration 41Q (18915.710000 sec): 3 clusters
  Score: Raw -1048420.566021 + Penalty 2949.777151 = -1045470.788870
  nChanged 7
		SP:Iteration 42Q (18915.720000 sec): 3 clusters
  Score: Raw -1048422.014964 + Penalty 2949.777151 = -1045472.237813
  nChanged 10
		SP:Iteration 43Q (18915.740000 sec): 3 clusters
  Score: Raw -1048423.784457 + Penalty 2949.777151 = -1045474.007307
  nChanged 11
		SP:Iteration 44Q (18915.760000 sec): 3 clusters
  Score: Raw -1048426.072109 + Penalty 2949.777151 = -1045476.294958
  nChanged 2
		SP:Iteration 45Q (18915.780000 sec): 3 clusters
  Score: Raw -1048426.691378 + Penalty 2949.777151 = -1045476.914227
  nChanged 1
		SP:Iteration 46Q (18915.800000 sec): 3 clusters
  Score: Raw -1048426.794691 + Penalty 2949.777151 = -1045477.017540
  nChanged 2
		SP:Iteration 47Q (18915.810000 sec): 3 clusters
  Score: Raw -1048427.329435 + Penalty 2949.777151 = -1045477.552284
  nChanged 1
		SP:Iteration 48Q (18915.830000 sec): 3 clusters
  Score: Raw -1048427.582714 + Penalty 2949.777151 = -1045477.805563
  nChanged 2
		SP:Iteration 49Q (18915.850000 sec): 3 clusters
  Score: Raw -1048427.824359 + Penalty 2949.777151 = -1045478.047208
  nChanged 3
		SP:Iteration 50Q (18915.860000 sec): 3 clusters
  Score: Raw -1048428.434937 + Penalty 2949.777151 = -1045478.657786
  nChanged 0
		SP:Iteration 51F (18915.880000 sec): 3 clusters
  Score: Raw -1048428.434937 + Penalty 2949.777151 = -1045478.657786
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 56 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18915.900000 sec): 2 clusters
  Score: Raw -144594.531580 + Penalty 1167.502237 = -143427.029343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18915.900000 sec): 3 clusters
  Score: Raw -144110.917649 + Penalty 2335.004475 = -141775.913174
  nChanged 421
		SP:Iteration 1F (18915.900000 sec): 3 clusters
  Score: Raw -144451.513647 + Penalty 2335.004475 = -142116.509173
  nChanged 107
		SP:Iteration 2F (18915.900000 sec): 3 clusters
  Score: Raw -144558.163799 + Penalty 2335.004475 = -142223.159325
  nChanged 76
		SP:Iteration 3F (18915.910000 sec): 3 clusters
  Score: Raw -144645.471137 + Penalty 2335.004475 = -142310.466662
  nChanged 69
		SP:Iteration 4F (18915.910000 sec): 3 clusters
  Score: Raw -144731.055824 + Penalty 2335.004475 = -142396.051349
  nChanged 60
		SP:Iteration 5Q (18915.910000 sec): 3 clusters
  Score: Raw -144820.098513 + Penalty 2335.004475 = -142485.094038
  nChanged 62
		SP:Iteration 6Q (18915.920000 sec): 3 clusters
  Score: Raw -144886.096081 + Penalty 2335.004475 = -142551.091607
  nChanged 40
		SP:Iteration 7Q (18915.920000 sec): 3 clusters
  Score: Raw -144922.492703 + Penalty 2335.004475 = -142587.488228
  nChanged 24
		SP:Iteration 8Q (18915.920000 sec): 3 clusters
  Score: Raw -144943.463976 + Penalty 2335.004475 = -142608.459501
  nChanged 25
		SP:Iteration 9Q (18915.920000 sec): 3 clusters
  Score: Raw -144968.281171 + Penalty 2335.004475 = -142633.276696
  nChanged 12
		SP:Iteration 10Q (18915.930000 sec): 3 clusters
  Score: Raw -144981.993578 + Penalty 2335.004475 = -142646.989103
  nChanged 9
		SP:Iteration 11Q (18915.930000 sec): 3 clusters
  Score: Raw -144987.147283 + Penalty 2335.004475 = -142652.142808
  nChanged 8
		SP:Iteration 12Q (18915.930000 sec): 3 clusters
  Score: Raw -144992.461388 + Penalty 2335.004475 = -142657.456913
  nChanged 6
		SP:Iteration 13Q (18915.940000 sec): 3 clusters
  Score: Raw -144996.299098 + Penalty 2335.004475 = -142661.294623
  nChanged 4
		SP:Iteration 14Q (18915.940000 sec): 3 clusters
  Score: Raw -145000.159491 + Penalty 2335.004475 = -142665.155017
  nChanged 4
		SP:Iteration 15Q (18915.940000 sec): 3 clusters
  Score: Raw -145002.242188 + Penalty 2335.004475 = -142667.237714
  nChanged 1
		SP:Iteration 16Q (18915.940000 sec): 3 clusters
  Score: Raw -145006.072871 + Penalty 2335.004475 = -142671.068396
  nChanged 3
		SP:Iteration 17Q (18915.950000 sec): 3 clusters
  Score: Raw -145008.634051 + Penalty 2335.004475 = -142673.629576
  nChanged 2
		SP:Iteration 18Q (18915.950000 sec): 3 clusters
  Score: Raw -145010.127228 + Penalty 2335.004475 = -142675.122753
  nChanged 2
		SP:Iteration 19Q (18915.960000 sec): 3 clusters
  Score: Raw -145010.835475 + Penalty 2335.004475 = -142675.831001
  nChanged 1
		SP:Iteration 20F (18915.960000 sec): 3 clusters
  Score: Raw -145011.010013 + Penalty 2335.004475 = -142676.005538
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 57 (42497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18916.080000 sec): 2 clusters
  Score: Raw -4873141.754257 + Penalty 1731.793174 = -4871409.961083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18916.180000 sec): 3 clusters
  Score: Raw -4846357.723802 + Penalty 3463.586348 = -4842894.137453
  nChanged 19750
		SP:Iteration 1F (18916.290000 sec): 3 clusters
  Score: Raw -4857392.642512 + Penalty 3463.586348 = -4853929.056164
  nChanged 1829
		SP:Iteration 2Q (18916.400000 sec): 3 clusters
  Score: Raw -4857998.212202 + Penalty 3463.586348 = -4854534.625854
  nChanged 1822
		SP:Iteration 3Q (18916.500000 sec): 3 clusters
  Score: Raw -4858636.007265 + Penalty 3463.586348 = -4855172.420916
  nChanged 1823
		SP:Iteration 4Q (18916.610000 sec): 3 clusters
  Score: Raw -4859342.234300 + Penalty 3463.586348 = -4855878.647951
  nChanged 1860
		SP:Iteration 5Q (18916.720000 sec): 3 clusters
  Score: Raw -4860147.469440 + Penalty 3463.586348 = -4856683.883092
  nChanged 1967
		SP:Iteration 6Q (18916.820000 sec): 3 clusters
  Score: Raw -4861103.728679 + Penalty 3463.586348 = -4857640.142331
  nChanged 2131
		SP:Iteration 7F (18916.930000 sec): 3 clusters
  Score: Raw -4862258.584763 + Penalty 3463.586348 = -4858794.998414
  nChanged 2187
		SP:Iteration 8F (18917.030000 sec): 3 clusters
  Score: Raw -4863577.485661 + Penalty 3463.586348 = -4860113.899313
  nChanged 2292
		SP:Iteration 9F (18917.140000 sec): 3 clusters
  Score: Raw -4865100.771650 + Penalty 3463.586348 = -4861637.185302
  nChanged 2275
		SP:Iteration 10F (18917.240000 sec): 3 clusters
  Score: Raw -4866665.937452 + Penalty 3463.586348 = -4863202.351104
  nChanged 2182
		SP:Iteration 11F (18917.340000 sec): 3 clusters
  Score: Raw -4868237.929390 + Penalty 3463.586348 = -4864774.343042
  nChanged 1999
		SP:Iteration 12Q (18917.440000 sec): 3 clusters
  Score: Raw -4869706.502888 + Penalty 3463.586348 = -4866242.916540
  nChanged 1680
		SP:Iteration 13Q (18917.530000 sec): 3 clusters
  Score: Raw -4870949.017792 + Penalty 3463.586348 = -4867485.431443
  nChanged 1236
		SP:Iteration 14Q (18917.620000 sec): 3 clusters
  Score: Raw -4871889.485191 + Penalty 3463.586348 = -4868425.898843
  nChanged 805
		SP:Iteration 15Q (18917.710000 sec): 3 clusters
  Score: Raw -4872475.001069 + Penalty 3463.586348 = -4869011.414721
  nChanged 526
		SP:Iteration 16Q (18917.790000 sec): 3 clusters
  Score: Raw -4872847.315549 + Penalty 3463.586348 = -4869383.729200
  nChanged 323
		SP:Iteration 17Q (18917.860000 sec): 3 clusters
  Score: Raw -4873089.273968 + Penalty 3463.586348 = -4869625.687619
  nChanged 190
		SP:Iteration 18Q (18917.940000 sec): 3 clusters
  Score: Raw -4873227.864599 + Penalty 3463.586348 = -4869764.278250
  nChanged 119
		SP:Iteration 19Q (18918.020000 sec): 3 clusters
  Score: Raw -4873311.442100 + Penalty 3463.586348 = -4869847.855752
  nChanged 77
		SP:Iteration 20F (18918.120000 sec): 3 clusters
  Score: Raw -4873372.738817 + Penalty 3463.586348 = -4869909.152469
  nChanged 60
		SP:Iteration 21Q (18918.190000 sec): 3 clusters
  Score: Raw -4873414.578894 + Penalty 3463.586348 = -4869950.992546
  nChanged 37
		SP:Iteration 22Q (18918.260000 sec): 3 clusters
  Score: Raw -4873443.160242 + Penalty 3463.586348 = -4869979.573894
  nChanged 36
		SP:Iteration 23Q (18918.340000 sec): 3 clusters
  Score: Raw -4873467.773316 + Penalty 3463.586348 = -4870004.186967
  nChanged 19
		SP:Iteration 24Q (18918.410000 sec): 3 clusters
  Score: Raw -4873480.170847 + Penalty 3463.586348 = -4870016.584498
  nChanged 19
		SP:Iteration 25Q (18918.480000 sec): 3 clusters
  Score: Raw -4873491.882906 + Penalty 3463.586348 = -4870028.296557
  nChanged 16
		SP:Iteration 26Q (18918.560000 sec): 3 clusters
  Score: Raw -4873502.685087 + Penalty 3463.586348 = -4870039.098738
  nChanged 9
		SP:Iteration 27Q (18918.630000 sec): 3 clusters
  Score: Raw -4873508.398923 + Penalty 3463.586348 = -4870044.812575
  nChanged 10
		SP:Iteration 28Q (18918.700000 sec): 3 clusters
  Score: Raw -4873515.126896 + Penalty 3463.586348 = -4870051.540548
  nChanged 9
		SP:Iteration 29Q (18918.780000 sec): 3 clusters
  Score: Raw -4873520.737792 + Penalty 3463.586348 = -4870057.151444
  nChanged 5
		SP:Iteration 30Q (18918.850000 sec): 3 clusters
  Score: Raw -4873523.382607 + Penalty 3463.586348 = -4870059.796259
  nChanged 2
		SP:Iteration 31Q (18918.920000 sec): 3 clusters
  Score: Raw -4873524.333432 + Penalty 3463.586348 = -4870060.747084
  nChanged 2
		SP:Iteration 32Q (18918.990000 sec): 3 clusters
  Score: Raw -4873524.887127 + Penalty 3463.586348 = -4870061.300779
  nChanged 5
		SP:Iteration 33Q (18919.060000 sec): 3 clusters
  Score: Raw -4873526.871358 + Penalty 3463.586348 = -4870063.285009
  nChanged 4
		SP:Iteration 34Q (18919.140000 sec): 3 clusters
  Score: Raw -4873528.866872 + Penalty 3463.586348 = -4870065.280523
  nChanged 5
		SP:Iteration 35Q (18919.210000 sec): 3 clusters
  Score: Raw -4873530.412705 + Penalty 3463.586348 = -4870066.826357
  nChanged 5
		SP:Iteration 36Q (18919.280000 sec): 3 clusters
  Score: Raw -4873532.530799 + Penalty 3463.586348 = -4870068.944451
  nChanged 1
		SP:Iteration 37Q (18919.350000 sec): 3 clusters
  Score: Raw -4873533.102165 + Penalty 3463.586348 = -4870069.515816
  nChanged 0
		SP:Iteration 38F (18919.460000 sec): 3 clusters
  Score: Raw -4873533.102165 + Penalty 3463.586348 = -4870069.515816
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 58 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18919.480000 sec): 2 clusters
  Score: Raw -51024.764920 + Penalty 1003.915919 = -50020.849001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18919.480000 sec): 3 clusters
  Score: Raw -51051.933050 + Penalty 2007.831837 = -49044.101212
  nChanged 126
		SP:Iteration 1F (18919.480000 sec): 3 clusters
  Score: Raw -51234.074363 + Penalty 2007.831837 = -49226.242525
  nChanged 40
		SP:Iteration 2F (18919.480000 sec): 3 clusters
  Score: Raw -51325.512534 + Penalty 2007.831837 = -49317.680697
  nChanged 17
		SP:Iteration 3Q (18919.480000 sec): 3 clusters
  Score: Raw -51352.486654 + Penalty 2007.831837 = -49344.654817
  nChanged 11
		SP:Iteration 4Q (18919.480000 sec): 3 clusters
  Score: Raw -51371.201188 + Penalty 2007.831837 = -49363.369351
  nChanged 8
		SP:Iteration 5Q (18919.490000 sec): 3 clusters
  Score: Raw -51386.075759 + Penalty 2007.831837 = -49378.243922
  nChanged 8
		SP:Iteration 6Q (18919.490000 sec): 3 clusters
  Score: Raw -51406.292535 + Penalty 2007.831837 = -49398.460698
  nChanged 6
		SP:Iteration 7Q (18919.490000 sec): 3 clusters
  Score: Raw -51415.758510 + Penalty 2007.831837 = -49407.926673
  nChanged 4
		SP:Iteration 8Q (18919.490000 sec): 3 clusters
  Score: Raw -51424.416563 + Penalty 2007.831837 = -49416.584726
  nChanged 4
		SP:Iteration 9Q (18919.490000 sec): 3 clusters
  Score: Raw -51444.140588 + Penalty 2007.831837 = -49436.308751
  nChanged 6
		SP:Iteration 10Q (18919.490000 sec): 3 clusters
  Score: Raw -51469.976487 + Penalty 2007.831837 = -49462.144650
  nChanged 2
		SP:Iteration 11Q (18919.490000 sec): 3 clusters
  Score: Raw -51492.707643 + Penalty 2007.831837 = -49484.875806
  nChanged 6
		SP:Iteration 12Q (18919.500000 sec): 3 clusters
  Score: Raw -51511.538513 + Penalty 2007.831837 = -49503.706676
  nChanged 3
		SP:Iteration 13Q (18919.500000 sec): 3 clusters
  Score: Raw -51531.258302 + Penalty 2007.831837 = -49523.426465
  nChanged 0
		SP:Iteration 14F (18919.500000 sec): 3 clusters
  Score: Raw -51531.258302 + Penalty 2007.831837 = -49523.426465
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 59 (26784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18919.570000 sec): 2 clusters
  Score: Raw -3298178.066203 + Penalty 1656.778496 = -3296521.287707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18919.640000 sec): 3 clusters
  Score: Raw -3281796.402406 + Penalty 3313.556991 = -3278482.845414
  nChanged 12160
		SP:Iteration 1F (18919.700000 sec): 3 clusters
  Score: Raw -3288503.855848 + Penalty 3313.556991 = -3285190.298856
  nChanged 1176
		SP:Iteration 2Q (18919.770000 sec): 3 clusters
  Score: Raw -3288861.645295 + Penalty 3313.556991 = -3285548.088304
  nChanged 1153
		SP:Iteration 3Q (18919.840000 sec): 3 clusters
  Score: Raw -3289252.854718 + Penalty 3313.556991 = -3285939.297727
  nChanged 1135
		SP:Iteration 4Q (18919.900000 sec): 3 clusters
  Score: Raw -3289716.526429 + Penalty 3313.556991 = -3286402.969437
  nChanged 1264
		SP:Iteration 5Q (18919.970000 sec): 3 clusters
  Score: Raw -3290356.172822 + Penalty 3313.556991 = -3287042.615831
  nChanged 1472
		SP:Iteration 6F (18920.040000 sec): 3 clusters
  Score: Raw -3291270.473735 + Penalty 3313.556991 = -3287956.916744
  nChanged 1564
		SP:Iteration 7F (18920.100000 sec): 3 clusters
  Score: Raw -3292415.239978 + Penalty 3313.556991 = -3289101.682987
  nChanged 1537
		SP:Iteration 8F (18920.160000 sec): 3 clusters
  Score: Raw -3293604.971663 + Penalty 3313.556991 = -3290291.414672
  nChanged 1366
		SP:Iteration 9F (18920.230000 sec): 3 clusters
  Score: Raw -3294712.640223 + Penalty 3313.556991 = -3291399.083231
  nChanged 1169
		SP:Iteration 10Q (18920.290000 sec): 3 clusters
  Score: Raw -3295615.526878 + Penalty 3313.556991 = -3292301.969887
  nChanged 894
		SP:Iteration 11Q (18920.350000 sec): 3 clusters
  Score: Raw -3296252.633740 + Penalty 3313.556991 = -3292939.076748
  nChanged 653
		SP:Iteration 12Q (18920.400000 sec): 3 clusters
  Score: Raw -3296692.264368 + Penalty 3313.556991 = -3293378.707376
  nChanged 491
		SP:Iteration 13Q (18920.460000 sec): 3 clusters
  Score: Raw -3296994.346274 + Penalty 3313.556991 = -3293680.789283
  nChanged 391
		SP:Iteration 14Q (18920.510000 sec): 3 clusters
  Score: Raw -3297235.125729 + Penalty 3313.556991 = -3293921.568737
  nChanged 350
		SP:Iteration 15Q (18920.560000 sec): 3 clusters
  Score: Raw -3297440.662641 + Penalty 3313.556991 = -3294127.105649
  nChanged 270
		SP:Iteration 16Q (18920.610000 sec): 3 clusters
  Score: Raw -3297601.355411 + Penalty 3313.556991 = -3294287.798420
  nChanged 214
		SP:Iteration 17Q (18920.660000 sec): 3 clusters
  Score: Raw -3297729.175157 + Penalty 3313.556991 = -3294415.618166
  nChanged 179
		SP:Iteration 18Q (18920.710000 sec): 3 clusters
  Score: Raw -3297838.411684 + Penalty 3313.556991 = -3294524.854692
  nChanged 156
		SP:Iteration 19Q (18920.760000 sec): 3 clusters
  Score: Raw -3297939.563821 + Penalty 3313.556991 = -3294626.006830
  nChanged 137
		SP:Iteration 20F (18920.820000 sec): 3 clusters
  Score: Raw -3298038.868539 + Penalty 3313.556991 = -3294725.311548
  nChanged 124
		SP:Iteration 21Q (18920.870000 sec): 3 clusters
  Score: Raw -3298121.988740 + Penalty 3313.556991 = -3294808.431749
  nChanged 89
		SP:Iteration 22Q (18920.910000 sec): 3 clusters
  Score: Raw -3298177.929668 + Penalty 3313.556991 = -3294864.372677
  nChanged 70
		SP:Iteration 23Q (18920.960000 sec): 3 clusters
  Score: Raw -3298223.652373 + Penalty 3313.556991 = -3294910.095382
  nChanged 49
		SP:Iteration 24Q (18921.000000 sec): 3 clusters
  Score: Raw -3298256.920313 + Penalty 3313.556991 = -3294943.363322
  nChanged 30
		SP:Iteration 25Q (18921.050000 sec): 3 clusters
  Score: Raw -3298279.302404 + Penalty 3313.556991 = -3294965.745413
  nChanged 31
		SP:Iteration 26Q (18921.090000 sec): 3 clusters
  Score: Raw -3298299.755386 + Penalty 3313.556991 = -3294986.198395
  nChanged 27
		SP:Iteration 27Q (18921.140000 sec): 3 clusters
  Score: Raw -3298316.917411 + Penalty 3313.556991 = -3295003.360419
  nChanged 20
		SP:Iteration 28Q (18921.180000 sec): 3 clusters
  Score: Raw -3298328.692971 + Penalty 3313.556991 = -3295015.135980
  nChanged 14
		SP:Iteration 29Q (18921.220000 sec): 3 clusters
  Score: Raw -3298339.220841 + Penalty 3313.556991 = -3295025.663850
  nChanged 16
		SP:Iteration 30Q (18921.270000 sec): 3 clusters
  Score: Raw -3298349.959899 + Penalty 3313.556991 = -3295036.402907
  nChanged 8
		SP:Iteration 31Q (18921.310000 sec): 3 clusters
  Score: Raw -3298356.349748 + Penalty 3313.556991 = -3295042.792757
  nChanged 6
		SP:Iteration 32Q (18921.360000 sec): 3 clusters
  Score: Raw -3298360.265654 + Penalty 3313.556991 = -3295046.708663
  nChanged 4
		SP:Iteration 33Q (18921.400000 sec): 3 clusters
  Score: Raw -3298362.874685 + Penalty 3313.556991 = -3295049.317693
  nChanged 7
		SP:Iteration 34Q (18921.440000 sec): 3 clusters
  Score: Raw -3298368.667453 + Penalty 3313.556991 = -3295055.110462
  nChanged 4
		SP:Iteration 35Q (18921.490000 sec): 3 clusters
  Score: Raw -3298371.415530 + Penalty 3313.556991 = -3295057.858539
  nChanged 2
		SP:Iteration 36Q (18921.530000 sec): 3 clusters
  Score: Raw -3298372.335040 + Penalty 3313.556991 = -3295058.778049
  nChanged 4
		SP:Iteration 37Q (18921.580000 sec): 3 clusters
  Score: Raw -3298373.621805 + Penalty 3313.556991 = -3295060.064814
  nChanged 2
		SP:Iteration 38Q (18921.620000 sec): 3 clusters
  Score: Raw -3298375.120672 + Penalty 3313.556991 = -3295061.563680
  nChanged 3
		SP:Iteration 39Q (18921.660000 sec): 3 clusters
  Score: Raw -3298377.065985 + Penalty 3313.556991 = -3295063.508993
  nChanged 4
		SP:Iteration 40F (18921.730000 sec): 3 clusters
  Score: Raw -3298380.139111 + Penalty 3313.556991 = -3295066.582120
  nChanged 2
		SP:Iteration 41Q (18921.770000 sec): 3 clusters
  Score: Raw -3298382.707817 + Penalty 3313.556991 = -3295069.150826
  nChanged 7
		SP:Iteration 42Q (18921.820000 sec): 3 clusters
  Score: Raw -3298388.214617 + Penalty 3313.556991 = -3295074.657626
  nChanged 4
		SP:Iteration 43Q (18921.860000 sec): 3 clusters
  Score: Raw -3298391.526181 + Penalty 3313.556991 = -3295077.969190
  nChanged 6
		SP:Iteration 44Q (18921.900000 sec): 3 clusters
  Score: Raw -3298397.450111 + Penalty 3313.556991 = -3295083.893120
  nChanged 9
		SP:Iteration 45Q (18921.950000 sec): 3 clusters
  Score: Raw -3298404.960113 + Penalty 3313.556991 = -3295091.403122
  nChanged 7
		SP:Iteration 46Q (18921.990000 sec): 3 clusters
  Score: Raw -3298409.837097 + Penalty 3313.556991 = -3295096.280106
  nChanged 2
		SP:Iteration 47Q (18922.040000 sec): 3 clusters
  Score: Raw -3298410.909836 + Penalty 3313.556991 = -3295097.352844
  nChanged 1
		SP:Iteration 48Q (18922.080000 sec): 3 clusters
  Score: Raw -3298411.414928 + Penalty 3313.556991 = -3295097.857937
  nChanged 1
		SP:Iteration 49Q (18922.120000 sec): 3 clusters
  Score: Raw -3298412.424872 + Penalty 3313.556991 = -3295098.867881
  nChanged 1
		SP:Iteration 50Q (18922.170000 sec): 3 clusters
  Score: Raw -3298413.719527 + Penalty 3313.556991 = -3295100.162536
  nChanged 0
		SP:Iteration 51F (18922.230000 sec): 3 clusters
  Score: Raw -3298413.719527 + Penalty 3313.556991 = -3295100.162536
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 60 (8269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18922.260000 sec): 2 clusters
  Score: Raw -917521.595756 + Penalty 1465.793690 = -916055.802066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18922.280000 sec): 3 clusters
  Score: Raw -912970.268145 + Penalty 2931.587380 = -910038.680764
  nChanged 3524
		SP:Iteration 1F (18922.300000 sec): 3 clusters
  Score: Raw -914916.050835 + Penalty 2931.587380 = -911984.463455
  nChanged 570
		SP:Iteration 2F (18922.320000 sec): 3 clusters
  Score: Raw -915217.805156 + Penalty 2931.587380 = -912286.217776
  nChanged 454
		SP:Iteration 3F (18922.340000 sec): 3 clusters
  Score: Raw -915509.076011 + Penalty 2931.587380 = -912577.488631
  nChanged 477
		SP:Iteration 4F (18922.360000 sec): 3 clusters
  Score: Raw -915837.848705 + Penalty 2931.587380 = -912906.261325
  nChanged 484
		SP:Iteration 5F (18922.380000 sec): 3 clusters
  Score: Raw -916122.574765 + Penalty 2931.587380 = -913190.987385
  nChanged 442
		SP:Iteration 6F (18922.400000 sec): 3 clusters
  Score: Raw -916424.444555 + Penalty 2931.587380 = -913492.857175
  nChanged 443
		SP:Iteration 7F (18922.420000 sec): 3 clusters
  Score: Raw -916700.917005 + Penalty 2931.587380 = -913769.329625
  nChanged 382
		SP:Iteration 8Q (18922.440000 sec): 3 clusters
  Score: Raw -916901.140088 + Penalty 2931.587380 = -913969.552708
  nChanged 296
		SP:Iteration 9Q (18922.460000 sec): 3 clusters
  Score: Raw -917043.534982 + Penalty 2931.587380 = -914111.947601
  nChanged 233
		SP:Iteration 10Q (18922.480000 sec): 3 clusters
  Score: Raw -917139.471655 + Penalty 2931.587380 = -914207.884275
  nChanged 187
		SP:Iteration 11Q (18922.490000 sec): 3 clusters
  Score: Raw -917204.318665 + Penalty 2931.587380 = -914272.731285
  nChanged 136
		SP:Iteration 12Q (18922.510000 sec): 3 clusters
  Score: Raw -917244.091233 + Penalty 2931.587380 = -914312.503852
  nChanged 111
		SP:Iteration 13Q (18922.530000 sec): 3 clusters
  Score: Raw -917278.716023 + Penalty 2931.587380 = -914347.128643
  nChanged 92
		SP:Iteration 14Q (18922.550000 sec): 3 clusters
  Score: Raw -917301.804120 + Penalty 2931.587380 = -914370.216740
  nChanged 71
		SP:Iteration 15Q (18922.570000 sec): 3 clusters
  Score: Raw -917317.545747 + Penalty 2931.587380 = -914385.958367
  nChanged 70
		SP:Iteration 16Q (18922.590000 sec): 3 clusters
  Score: Raw -917334.033857 + Penalty 2931.587380 = -914402.446477
  nChanged 63
		SP:Iteration 17Q (18922.610000 sec): 3 clusters
  Score: Raw -917349.044792 + Penalty 2931.587380 = -914417.457412
  nChanged 40
		SP:Iteration 18Q (18922.620000 sec): 3 clusters
  Score: Raw -917360.157000 + Penalty 2931.587380 = -914428.569620
  nChanged 48
		SP:Iteration 19Q (18922.640000 sec): 3 clusters
  Score: Raw -917370.226063 + Penalty 2931.587380 = -914438.638683
  nChanged 32
		SP:Iteration 20F (18922.660000 sec): 3 clusters
  Score: Raw -917376.572428 + Penalty 2931.587380 = -914444.985048
  nChanged 31
		SP:Iteration 21Q (18922.680000 sec): 3 clusters
  Score: Raw -917384.024123 + Penalty 2931.587380 = -914452.436743
  nChanged 28
		SP:Iteration 22Q (18922.700000 sec): 3 clusters
  Score: Raw -917389.833048 + Penalty 2931.587380 = -914458.245668
  nChanged 32
		SP:Iteration 23Q (18922.720000 sec): 3 clusters
  Score: Raw -917397.720744 + Penalty 2931.587380 = -914466.133364
  nChanged 27
		SP:Iteration 24Q (18922.740000 sec): 3 clusters
  Score: Raw -917402.824067 + Penalty 2931.587380 = -914471.236687
  nChanged 28
		SP:Iteration 25Q (18922.760000 sec): 3 clusters
  Score: Raw -917408.907584 + Penalty 2931.587380 = -914477.320204
  nChanged 28
		SP:Iteration 26Q (18922.780000 sec): 3 clusters
  Score: Raw -917414.628662 + Penalty 2931.587380 = -914483.041281
  nChanged 33
		SP:Iteration 27Q (18922.800000 sec): 3 clusters
  Score: Raw -917421.391152 + Penalty 2931.587380 = -914489.803772
  nChanged 33
		SP:Iteration 28Q (18922.810000 sec): 3 clusters
  Score: Raw -917428.235765 + Penalty 2931.587380 = -914496.648385
  nChanged 37
		SP:Iteration 29Q (18922.830000 sec): 3 clusters
  Score: Raw -917436.422234 + Penalty 2931.587380 = -914504.834854
  nChanged 37
		SP:Iteration 30Q (18922.850000 sec): 3 clusters
  Score: Raw -917444.087354 + Penalty 2931.587380 = -914512.499974
  nChanged 26
		SP:Iteration 31Q (18922.870000 sec): 3 clusters
  Score: Raw -917448.900482 + Penalty 2931.587380 = -914517.313102
  nChanged 25
		SP:Iteration 32Q (18922.890000 sec): 3 clusters
  Score: Raw -917454.962534 + Penalty 2931.587380 = -914523.375154
  nChanged 23
		SP:Iteration 33Q (18922.910000 sec): 3 clusters
  Score: Raw -917460.783022 + Penalty 2931.587380 = -914529.195642
  nChanged 27
		SP:Iteration 34Q (18922.920000 sec): 3 clusters
  Score: Raw -917467.000052 + Penalty 2931.587380 = -914535.412672
  nChanged 31
		SP:Iteration 35Q (18922.940000 sec): 3 clusters
  Score: Raw -917472.981975 + Penalty 2931.587380 = -914541.394595
  nChanged 28
		SP:Iteration 36Q (18922.960000 sec): 3 clusters
  Score: Raw -917479.321474 + Penalty 2931.587380 = -914547.734094
  nChanged 24
		SP:Iteration 37Q (18922.980000 sec): 3 clusters
  Score: Raw -917485.200903 + Penalty 2931.587380 = -914553.613523
  nChanged 23
		SP:Iteration 38Q (18923.000000 sec): 3 clusters
  Score: Raw -917489.543920 + Penalty 2931.587380 = -914557.956540
  nChanged 27
		SP:Iteration 39Q (18923.020000 sec): 3 clusters
  Score: Raw -917494.334088 + Penalty 2931.587380 = -914562.746708
  nChanged 28
		SP:Iteration 40F (18923.040000 sec): 3 clusters
  Score: Raw -917499.477336 + Penalty 2931.587380 = -914567.889956
  nChanged 25
		SP:Iteration 41Q (18923.060000 sec): 3 clusters
  Score: Raw -917504.846184 + Penalty 2931.587380 = -914573.258804
  nChanged 25
		SP:Iteration 42Q (18923.080000 sec): 3 clusters
  Score: Raw -917510.739679 + Penalty 2931.587380 = -914579.152299
  nChanged 30
		SP:Iteration 43Q (18923.090000 sec): 3 clusters
  Score: Raw -917517.600843 + Penalty 2931.587380 = -914586.013463
  nChanged 29
		SP:Iteration 44Q (18923.110000 sec): 3 clusters
  Score: Raw -917526.146535 + Penalty 2931.587380 = -914594.559155
  nChanged 32
		SP:Iteration 45Q (18923.130000 sec): 3 clusters
  Score: Raw -917534.385054 + Penalty 2931.587380 = -914602.797674
  nChanged 41
		SP:Iteration 46Q (18923.150000 sec): 3 clusters
  Score: Raw -917547.686443 + Penalty 2931.587380 = -914616.099063
  nChanged 41
		SP:Iteration 47Q (18923.170000 sec): 3 clusters
  Score: Raw -917557.058142 + Penalty 2931.587380 = -914625.470762
  nChanged 30
		SP:Iteration 48Q (18923.190000 sec): 3 clusters
  Score: Raw -917563.508485 + Penalty 2931.587380 = -914631.921105
  nChanged 25
		SP:Iteration 49Q (18923.200000 sec): 3 clusters
  Score: Raw -917570.264902 + Penalty 2931.587380 = -914638.677522
  nChanged 29
		SP:Iteration 50Q (18923.220000 sec): 3 clusters
  Score: Raw -917578.076084 + Penalty 2931.587380 = -914646.488704
  nChanged 34
		SP:Iteration 51Q (18923.240000 sec): 3 clusters
  Score: Raw -917586.387897 + Penalty 2931.587380 = -914654.800517
  nChanged 29
		SP:Iteration 52Q (18923.260000 sec): 3 clusters
  Score: Raw -917593.098275 + Penalty 2931.587380 = -914661.510895
  nChanged 28
		SP:Iteration 53Q (18923.280000 sec): 3 clusters
  Score: Raw -917599.308468 + Penalty 2931.587380 = -914667.721088
  nChanged 29
		SP:Iteration 54Q (18923.300000 sec): 3 clusters
  Score: Raw -917606.812664 + Penalty 2931.587380 = -914675.225284
  nChanged 32
		SP:Iteration 55Q (18923.320000 sec): 3 clusters
  Score: Raw -917615.595440 + Penalty 2931.587380 = -914684.008060
  nChanged 31
		SP:Iteration 56Q (18923.340000 sec): 3 clusters
  Score: Raw -917624.554391 + Penalty 2931.587380 = -914692.967011
  nChanged 31
		SP:Iteration 57Q (18923.350000 sec): 3 clusters
  Score: Raw -917632.486164 + Penalty 2931.587380 = -914700.898784
  nChanged 32
		SP:Iteration 58Q (18923.370000 sec): 3 clusters
  Score: Raw -917639.690734 + Penalty 2931.587380 = -914708.103354
  nChanged 31
		SP:Iteration 59Q (18923.390000 sec): 3 clusters
  Score: Raw -917646.678082 + Penalty 2931.587380 = -914715.090702
  nChanged 23
		SP:Iteration 60F (18923.410000 sec): 3 clusters
  Score: Raw -917651.466413 + Penalty 2931.587380 = -914719.879033
  nChanged 25
		SP:Iteration 61Q (18923.420000 sec): 3 clusters
  Score: Raw -917657.533170 + Penalty 2931.587380 = -914725.945790
  nChanged 20
		SP:Iteration 62Q (18923.440000 sec): 3 clusters
  Score: Raw -917661.846705 + Penalty 2931.587380 = -914730.259325
  nChanged 23
		SP:Iteration 63Q (18923.460000 sec): 3 clusters
  Score: Raw -917667.601056 + Penalty 2931.587380 = -914736.013676
  nChanged 28
		SP:Iteration 64Q (18923.480000 sec): 3 clusters
  Score: Raw -917676.540991 + Penalty 2931.587380 = -914744.953611
  nChanged 27
		SP:Iteration 65Q (18923.500000 sec): 3 clusters
  Score: Raw -917683.394409 + Penalty 2931.587380 = -914751.807029
  nChanged 18
		SP:Iteration 66Q (18923.520000 sec): 3 clusters
  Score: Raw -917688.868857 + Penalty 2931.587380 = -914757.281476
  nChanged 21
		SP:Iteration 67Q (18923.530000 sec): 3 clusters
  Score: Raw -917695.473042 + Penalty 2931.587380 = -914763.885662
  nChanged 26
		SP:Iteration 68Q (18923.550000 sec): 3 clusters
  Score: Raw -917703.570845 + Penalty 2931.587380 = -914771.983465
  nChanged 21
		SP:Iteration 69Q (18923.570000 sec): 3 clusters
  Score: Raw -917707.449467 + Penalty 2931.587380 = -914775.862087
  nChanged 11
		SP:Iteration 70Q (18923.590000 sec): 3 clusters
  Score: Raw -917709.459659 + Penalty 2931.587380 = -914777.872279
  nChanged 10
		SP:Iteration 71Q (18923.600000 sec): 3 clusters
  Score: Raw -917710.634530 + Penalty 2931.587380 = -914779.047150
  nChanged 6
		SP:Iteration 72Q (18923.620000 sec): 3 clusters
  Score: Raw -917711.557467 + Penalty 2931.587380 = -914779.970087
  nChanged 4
		SP:Iteration 73Q (18923.640000 sec): 3 clusters
  Score: Raw -917712.463730 + Penalty 2931.587380 = -914780.876350
  nChanged 6
		SP:Iteration 74Q (18923.660000 sec): 3 clusters
  Score: Raw -917713.222312 + Penalty 2931.587380 = -914781.634932
  nChanged 3
		SP:Iteration 75Q (18923.680000 sec): 3 clusters
  Score: Raw -917713.571590 + Penalty 2931.587380 = -914781.984210
  nChanged 2
		SP:Iteration 76Q (18923.700000 sec): 3 clusters
  Score: Raw -917713.690231 + Penalty 2931.587380 = -914782.102851
  nChanged 0
		SP:Iteration 77F (18923.710000 sec): 3 clusters
  Score: Raw -917713.690231 + Penalty 2931.587380 = -914782.102851
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 61 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18923.720000 sec): 2 clusters
  Score: Raw -233409.454662 + Penalty 1245.608767 = -232163.845895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18923.730000 sec): 3 clusters
  Score: Raw -232505.421509 + Penalty 2491.217534 = -230014.203976
  nChanged 745
		SP:Iteration 1F (18923.740000 sec): 3 clusters
  Score: Raw -232969.525466 + Penalty 2491.217534 = -230478.307933
  nChanged 145
		SP:Iteration 2F (18923.740000 sec): 3 clusters
  Score: Raw -233066.151895 + Penalty 2491.217534 = -230574.934361
  nChanged 90
		SP:Iteration 3Q (18923.740000 sec): 3 clusters
  Score: Raw -233125.136363 + Penalty 2491.217534 = -230633.918829
  nChanged 75
		SP:Iteration 4Q (18923.750000 sec): 3 clusters
  Score: Raw -233183.398931 + Penalty 2491.217534 = -230692.181397
  nChanged 80
		SP:Iteration 5Q (18923.760000 sec): 3 clusters
  Score: Raw -233239.851953 + Penalty 2491.217534 = -230748.634419
  nChanged 72
		SP:Iteration 6Q (18923.760000 sec): 3 clusters
  Score: Raw -233292.047219 + Penalty 2491.217534 = -230800.829686
  nChanged 73
		SP:Iteration 7Q (18923.760000 sec): 3 clusters
  Score: Raw -233337.932436 + Penalty 2491.217534 = -230846.714902
  nChanged 52
		SP:Iteration 8Q (18923.770000 sec): 3 clusters
  Score: Raw -233376.231427 + Penalty 2491.217534 = -230885.013893
  nChanged 43
		SP:Iteration 9Q (18923.780000 sec): 3 clusters
  Score: Raw -233403.700800 + Penalty 2491.217534 = -230912.483266
  nChanged 38
		SP:Iteration 10Q (18923.780000 sec): 3 clusters
  Score: Raw -233432.919170 + Penalty 2491.217534 = -230941.701636
  nChanged 41
		SP:Iteration 11Q (18923.780000 sec): 3 clusters
  Score: Raw -233460.377170 + Penalty 2491.217534 = -230969.159636
  nChanged 34
		SP:Iteration 12Q (18923.790000 sec): 3 clusters
  Score: Raw -233479.936943 + Penalty 2491.217534 = -230988.719409
  nChanged 31
		SP:Iteration 13Q (18923.790000 sec): 3 clusters
  Score: Raw -233499.654819 + Penalty 2491.217534 = -231008.437286
  nChanged 20
		SP:Iteration 14Q (18923.800000 sec): 3 clusters
  Score: Raw -233512.667432 + Penalty 2491.217534 = -231021.449899
  nChanged 21
		SP:Iteration 15Q (18923.800000 sec): 3 clusters
  Score: Raw -233521.530551 + Penalty 2491.217534 = -231030.313017
  nChanged 13
		SP:Iteration 16Q (18923.810000 sec): 3 clusters
  Score: Raw -233526.314480 + Penalty 2491.217534 = -231035.096947
  nChanged 8
		SP:Iteration 17Q (18923.810000 sec): 3 clusters
  Score: Raw -233530.552264 + Penalty 2491.217534 = -231039.334731
  nChanged 6
		SP:Iteration 18Q (18923.820000 sec): 3 clusters
  Score: Raw -233533.025569 + Penalty 2491.217534 = -231041.808035
  nChanged 6
		SP:Iteration 19Q (18923.820000 sec): 3 clusters
  Score: Raw -233535.503581 + Penalty 2491.217534 = -231044.286047
  nChanged 9
		SP:Iteration 20F (18923.830000 sec): 3 clusters
  Score: Raw -233541.758621 + Penalty 2491.217534 = -231050.541088
  nChanged 10
		SP:Iteration 21Q (18923.830000 sec): 3 clusters
  Score: Raw -233545.731323 + Penalty 2491.217534 = -231054.513789
  nChanged 5
		SP:Iteration 22Q (18923.840000 sec): 3 clusters
  Score: Raw -233548.638316 + Penalty 2491.217534 = -231057.420782
  nChanged 6
		SP:Iteration 23Q (18923.840000 sec): 3 clusters
  Score: Raw -233550.282894 + Penalty 2491.217534 = -231059.065361
  nChanged 4
		SP:Iteration 24Q (18923.850000 sec): 3 clusters
  Score: Raw -233552.304557 + Penalty 2491.217534 = -231061.087024
  nChanged 4
		SP:Iteration 25Q (18923.850000 sec): 3 clusters
  Score: Raw -233553.896615 + Penalty 2491.217534 = -231062.679081
  nChanged 1
		SP:Iteration 26Q (18923.860000 sec): 3 clusters
  Score: Raw -233554.391039 + Penalty 2491.217534 = -231063.173506
  nChanged 2
		SP:Iteration 27Q (18923.860000 sec): 3 clusters
  Score: Raw -233555.084358 + Penalty 2491.217534 = -231063.866825
  nChanged 2
		SP:Iteration 28Q (18923.860000 sec): 3 clusters
  Score: Raw -233555.483846 + Penalty 2491.217534 = -231064.266312
  nChanged 2
		SP:Iteration 29Q (18923.870000 sec): 3 clusters
  Score: Raw -233557.508224 + Penalty 2491.217534 = -231066.290691
  nChanged 1
		SP:Iteration 30Q (18923.880000 sec): 3 clusters
  Score: Raw -233558.306198 + Penalty 2491.217534 = -231067.088665
  nChanged 1
		SP:Iteration 31Q (18923.880000 sec): 3 clusters
  Score: Raw -233558.648799 + Penalty 2491.217534 = -231067.431266
  nChanged 0
		SP:Iteration 32F (18923.880000 sec): 3 clusters
  Score: Raw -233558.648799 + Penalty 2491.217534 = -231067.431266
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 62 (6249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18923.900000 sec): 2 clusters
  Score: Raw -766718.300772 + Penalty 1420.278719 = -765298.022054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18923.920000 sec): 3 clusters
  Score: Raw -763417.202480 + Penalty 2840.557437 = -760576.645043
  nChanged 2573
		SP:Iteration 1F (18923.940000 sec): 3 clusters
  Score: Raw -764739.408004 + Penalty 2840.557437 = -761898.850567
  nChanged 444
		SP:Iteration 2F (18923.950000 sec): 3 clusters
  Score: Raw -764944.111683 + Penalty 2840.557437 = -762103.554246
  nChanged 324
		SP:Iteration 3F (18923.960000 sec): 3 clusters
  Score: Raw -765099.275224 + Penalty 2840.557437 = -762258.717787
  nChanged 274
		SP:Iteration 4Q (18923.980000 sec): 3 clusters
  Score: Raw -765234.457906 + Penalty 2840.557437 = -762393.900469
  nChanged 253
		SP:Iteration 5Q (18923.990000 sec): 3 clusters
  Score: Raw -765359.100896 + Penalty 2840.557437 = -762518.543459
  nChanged 214
		SP:Iteration 6Q (18924.010000 sec): 3 clusters
  Score: Raw -765474.199938 + Penalty 2840.557437 = -762633.642501
  nChanged 206
		SP:Iteration 7Q (18924.020000 sec): 3 clusters
  Score: Raw -765577.318974 + Penalty 2840.557437 = -762736.761537
  nChanged 169
		SP:Iteration 8Q (18924.040000 sec): 3 clusters
  Score: Raw -765656.090444 + Penalty 2840.557437 = -762815.533007
  nChanged 176
		SP:Iteration 9Q (18924.050000 sec): 3 clusters
  Score: Raw -765739.594512 + Penalty 2840.557437 = -762899.037075
  nChanged 164
		SP:Iteration 10Q (18924.060000 sec): 3 clusters
  Score: Raw -765823.067460 + Penalty 2840.557437 = -762982.510022
  nChanged 169
		SP:Iteration 11Q (18924.080000 sec): 3 clusters
  Score: Raw -765900.455869 + Penalty 2840.557437 = -763059.898432
  nChanged 142
		SP:Iteration 12Q (18924.090000 sec): 3 clusters
  Score: Raw -765969.321963 + Penalty 2840.557437 = -763128.764526
  nChanged 144
		SP:Iteration 13Q (18924.110000 sec): 3 clusters
  Score: Raw -766035.614403 + Penalty 2840.557437 = -763195.056965
  nChanged 140
		SP:Iteration 14Q (18924.120000 sec): 3 clusters
  Score: Raw -766098.921821 + Penalty 2840.557437 = -763258.364383
  nChanged 116
		SP:Iteration 15Q (18924.140000 sec): 3 clusters
  Score: Raw -766160.954769 + Penalty 2840.557437 = -763320.397331
  nChanged 110
		SP:Iteration 16Q (18924.150000 sec): 3 clusters
  Score: Raw -766240.125974 + Penalty 2840.557437 = -763399.568537
  nChanged 107
		SP:Iteration 17Q (18924.160000 sec): 3 clusters
  Score: Raw -766305.561584 + Penalty 2840.557437 = -763465.004147
  nChanged 100
		SP:Iteration 18Q (18924.180000 sec): 3 clusters
  Score: Raw -766359.507077 + Penalty 2840.557437 = -763518.949640
  nChanged 106
		SP:Iteration 19Q (18924.190000 sec): 3 clusters
  Score: Raw -766410.465314 + Penalty 2840.557437 = -763569.907877
  nChanged 88
		SP:Iteration 20F (18924.200000 sec): 3 clusters
  Score: Raw -766452.111978 + Penalty 2840.557437 = -763611.554541
  nChanged 98
		SP:Iteration 21Q (18924.220000 sec): 3 clusters
  Score: Raw -766496.484510 + Penalty 2840.557437 = -763655.927073
  nChanged 80
		SP:Iteration 22Q (18924.230000 sec): 3 clusters
  Score: Raw -766534.165413 + Penalty 2840.557437 = -763693.607976
  nChanged 75
		SP:Iteration 23Q (18924.240000 sec): 3 clusters
  Score: Raw -766564.689139 + Penalty 2840.557437 = -763724.131702
  nChanged 68
		SP:Iteration 24Q (18924.250000 sec): 3 clusters
  Score: Raw -766593.740925 + Penalty 2840.557437 = -763753.183488
  nChanged 61
		SP:Iteration 25Q (18924.270000 sec): 3 clusters
  Score: Raw -766620.055523 + Penalty 2840.557437 = -763779.498086
  nChanged 61
		SP:Iteration 26Q (18924.280000 sec): 3 clusters
  Score: Raw -766645.086637 + Penalty 2840.557437 = -763804.529200
  nChanged 52
		SP:Iteration 27Q (18924.290000 sec): 3 clusters
  Score: Raw -766664.805693 + Penalty 2840.557437 = -763824.248256
  nChanged 45
		SP:Iteration 28Q (18924.300000 sec): 3 clusters
  Score: Raw -766681.990395 + Penalty 2840.557437 = -763841.432958
  nChanged 38
		SP:Iteration 29Q (18924.320000 sec): 3 clusters
  Score: Raw -766697.347744 + Penalty 2840.557437 = -763856.790307
  nChanged 32
		SP:Iteration 30Q (18924.330000 sec): 3 clusters
  Score: Raw -766709.216080 + Penalty 2840.557437 = -763868.658642
  nChanged 24
		SP:Iteration 31Q (18924.340000 sec): 3 clusters
  Score: Raw -766718.972231 + Penalty 2840.557437 = -763878.414794
  nChanged 26
		SP:Iteration 32Q (18924.360000 sec): 3 clusters
  Score: Raw -766728.568742 + Penalty 2840.557437 = -763888.011305
  nChanged 26
		SP:Iteration 33Q (18924.370000 sec): 3 clusters
  Score: Raw -766736.416746 + Penalty 2840.557437 = -763895.859308
  nChanged 19
		SP:Iteration 34Q (18924.380000 sec): 3 clusters
  Score: Raw -766741.589427 + Penalty 2840.557437 = -763901.031989
  nChanged 21
		SP:Iteration 35Q (18924.390000 sec): 3 clusters
  Score: Raw -766748.304624 + Penalty 2840.557437 = -763907.747186
  nChanged 26
		SP:Iteration 36Q (18924.400000 sec): 3 clusters
  Score: Raw -766756.512328 + Penalty 2840.557437 = -763915.954891
  nChanged 17
		SP:Iteration 37Q (18924.420000 sec): 3 clusters
  Score: Raw -766761.211562 + Penalty 2840.557437 = -763920.654125
  nChanged 15
		SP:Iteration 38Q (18924.430000 sec): 3 clusters
  Score: Raw -766766.304806 + Penalty 2840.557437 = -763925.747368
  nChanged 17
		SP:Iteration 39Q (18924.440000 sec): 3 clusters
  Score: Raw -766772.170944 + Penalty 2840.557437 = -763931.613506
  nChanged 20
		SP:Iteration 40F (18924.460000 sec): 3 clusters
  Score: Raw -766779.191121 + Penalty 2840.557437 = -763938.633684
  nChanged 20
		SP:Iteration 41Q (18924.470000 sec): 3 clusters
  Score: Raw -766785.563720 + Penalty 2840.557437 = -763945.006282
  nChanged 17
		SP:Iteration 42Q (18924.480000 sec): 3 clusters
  Score: Raw -766791.051365 + Penalty 2840.557437 = -763950.493928
  nChanged 12
		SP:Iteration 43Q (18924.490000 sec): 3 clusters
  Score: Raw -766795.526911 + Penalty 2840.557437 = -763954.969474
  nChanged 19
		SP:Iteration 44Q (18924.500000 sec): 3 clusters
  Score: Raw -766802.631777 + Penalty 2840.557437 = -763962.074340
  nChanged 17
		SP:Iteration 45Q (18924.520000 sec): 3 clusters
  Score: Raw -766809.960314 + Penalty 2840.557437 = -763969.402876
  nChanged 16
		SP:Iteration 46Q (18924.530000 sec): 3 clusters
  Score: Raw -766816.037138 + Penalty 2840.557437 = -763975.479701
  nChanged 16
		SP:Iteration 47Q (18924.540000 sec): 3 clusters
  Score: Raw -766820.955581 + Penalty 2840.557437 = -763980.398144
  nChanged 7
		SP:Iteration 48Q (18924.550000 sec): 3 clusters
  Score: Raw -766823.128935 + Penalty 2840.557437 = -763982.571497
  nChanged 6
		SP:Iteration 49Q (18924.560000 sec): 3 clusters
  Score: Raw -766824.833554 + Penalty 2840.557437 = -763984.276117
  nChanged 5
		SP:Iteration 50Q (18924.580000 sec): 3 clusters
  Score: Raw -766826.206064 + Penalty 2840.557437 = -763985.648626
  nChanged 5
		SP:Iteration 51Q (18924.590000 sec): 3 clusters
  Score: Raw -766827.529374 + Penalty 2840.557437 = -763986.971936
  nChanged 1
		SP:Iteration 52Q (18924.600000 sec): 3 clusters
  Score: Raw -766827.836302 + Penalty 2840.557437 = -763987.278865
  nChanged 1
		SP:Iteration 53Q (18924.610000 sec): 3 clusters
  Score: Raw -766828.201714 + Penalty 2840.557437 = -763987.644277
  nChanged 3
		SP:Iteration 54Q (18924.620000 sec): 3 clusters
  Score: Raw -766829.659207 + Penalty 2840.557437 = -763989.101770
  nChanged 2
		SP:Iteration 55Q (18924.640000 sec): 3 clusters
  Score: Raw -766830.429288 + Penalty 2840.557437 = -763989.871851
  nChanged 2
		SP:Iteration 56Q (18924.650000 sec): 3 clusters
  Score: Raw -766831.180122 + Penalty 2840.557437 = -763990.622685
  nChanged 2
		SP:Iteration 57Q (18924.660000 sec): 3 clusters
  Score: Raw -766832.007887 + Penalty 2840.557437 = -763991.450450
  nChanged 1
		SP:Iteration 58Q (18924.670000 sec): 3 clusters
  Score: Raw -766832.256527 + Penalty 2840.557437 = -763991.699089
  nChanged 0
		SP:Iteration 59F (18924.680000 sec): 3 clusters
  Score: Raw -766832.256527 + Penalty 2840.557437 = -763991.699089
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 63 (1413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18924.690000 sec): 2 clusters
  Score: Raw -161153.534180 + Penalty 1178.688937 = -159974.845243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18924.700000 sec): 3 clusters
  Score: Raw -160600.040806 + Penalty 2357.377874 = -158242.662932
  nChanged 455
		SP:Iteration 1F (18924.700000 sec): 3 clusters
  Score: Raw -160906.035385 + Penalty 2357.377874 = -158548.657510
  nChanged 106
		SP:Iteration 2F (18924.700000 sec): 3 clusters
  Score: Raw -160998.273785 + Penalty 2357.377874 = -158640.895911
  nChanged 63
		SP:Iteration 3Q (18924.700000 sec): 3 clusters
  Score: Raw -161045.231071 + Penalty 2357.377874 = -158687.853197
  nChanged 40
		SP:Iteration 4Q (18924.710000 sec): 3 clusters
  Score: Raw -161074.519240 + Penalty 2357.377874 = -158717.141365
  nChanged 28
		SP:Iteration 5Q (18924.710000 sec): 3 clusters
  Score: Raw -161098.666843 + Penalty 2357.377874 = -158741.288968
  nChanged 29
		SP:Iteration 6Q (18924.720000 sec): 3 clusters
  Score: Raw -161122.842053 + Penalty 2357.377874 = -158765.464179
  nChanged 19
		SP:Iteration 7Q (18924.720000 sec): 3 clusters
  Score: Raw -161134.498873 + Penalty 2357.377874 = -158777.120999
  nChanged 11
		SP:Iteration 8Q (18924.720000 sec): 3 clusters
  Score: Raw -161143.003957 + Penalty 2357.377874 = -158785.626083
  nChanged 10
		SP:Iteration 9Q (18924.720000 sec): 3 clusters
  Score: Raw -161150.231132 + Penalty 2357.377874 = -158792.853258
  nChanged 8
		SP:Iteration 10Q (18924.730000 sec): 3 clusters
  Score: Raw -161155.643456 + Penalty 2357.377874 = -158798.265581
  nChanged 5
		SP:Iteration 11Q (18924.730000 sec): 3 clusters
  Score: Raw -161158.617696 + Penalty 2357.377874 = -158801.239822
  nChanged 5
		SP:Iteration 12Q (18924.740000 sec): 3 clusters
  Score: Raw -161161.002879 + Penalty 2357.377874 = -158803.625004
  nChanged 6
		SP:Iteration 13Q (18924.740000 sec): 3 clusters
  Score: Raw -161165.387332 + Penalty 2357.377874 = -158808.009458
  nChanged 8
		SP:Iteration 14Q (18924.740000 sec): 3 clusters
  Score: Raw -161168.474072 + Penalty 2357.377874 = -158811.096198
  nChanged 1
		SP:Iteration 15Q (18924.740000 sec): 3 clusters
  Score: Raw -161170.767009 + Penalty 2357.377874 = -158813.389134
  nChanged 2
		SP:Iteration 16Q (18924.750000 sec): 3 clusters
  Score: Raw -161172.745781 + Penalty 2357.377874 = -158815.367906
  nChanged 3
		SP:Iteration 17Q (18924.750000 sec): 3 clusters
  Score: Raw -161174.018868 + Penalty 2357.377874 = -158816.640994
  nChanged 1
		SP:Iteration 18Q (18924.750000 sec): 3 clusters
  Score: Raw -161174.700144 + Penalty 2357.377874 = -158817.322269
  nChanged 0
		SP:Iteration 19F (18924.760000 sec): 3 clusters
  Score: Raw -161174.700144 + Penalty 2357.377874 = -158817.322269
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 64 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18924.760000 sec): 2 clusters
  Score: Raw -24063.225452 + Penalty 872.728680 = -23190.496773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18924.760000 sec): 3 clusters
  Score: Raw -24151.176316 + Penalty 1745.457359 = -22405.718957
  nChanged 26
		SP:Iteration 1F (18924.760000 sec): 3 clusters
  Score: Raw -24229.411649 + Penalty 1745.457359 = -22483.954290
  nChanged 2
		SP:Iteration 2Q (18924.760000 sec): 3 clusters
  Score: Raw -24233.750277 + Penalty 1745.457359 = -22488.292917
  nChanged 1
		SP:Iteration 3Q (18924.760000 sec): 3 clusters
  Score: Raw -24238.647118 + Penalty 1745.457359 = -22493.189759
  nChanged 0
		SP:Iteration 4F (18924.760000 sec): 3 clusters
  Score: Raw -24238.647118 + Penalty 1745.457359 = -22493.189759
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 65 (13356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18924.810000 sec): 2 clusters
  Score: Raw -1532784.279569 + Penalty 1543.704663 = -1531240.574906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18924.840000 sec): 3 clusters
  Score: Raw -1524993.539658 + Penalty 3087.409325 = -1521906.130333
  nChanged 5923
		SP:Iteration 1F (18924.870000 sec): 3 clusters
  Score: Raw -1528159.177397 + Penalty 3087.409325 = -1525071.768071
  nChanged 691
		SP:Iteration 2F (18924.910000 sec): 3 clusters
  Score: Raw -1528432.182386 + Penalty 3087.409325 = -1525344.773060
  nChanged 630
		SP:Iteration 3Q (18924.930000 sec): 3 clusters
  Score: Raw -1528691.822752 + Penalty 3087.409325 = -1525604.413427
  nChanged 635
		SP:Iteration 4Q (18924.970000 sec): 3 clusters
  Score: Raw -1529012.338648 + Penalty 3087.409325 = -1525924.929322
  nChanged 729
		SP:Iteration 5F (18925.000000 sec): 3 clusters
  Score: Raw -1529418.954283 + Penalty 3087.409325 = -1526331.544957
  nChanged 789
		SP:Iteration 6F (18925.030000 sec): 3 clusters
  Score: Raw -1529909.515972 + Penalty 3087.409325 = -1526822.106647
  nChanged 812
		SP:Iteration 7F (18925.060000 sec): 3 clusters
  Score: Raw -1530466.509073 + Penalty 3087.409325 = -1527379.099747
  nChanged 768
		SP:Iteration 8F (18925.090000 sec): 3 clusters
  Score: Raw -1531032.742791 + Penalty 3087.409325 = -1527945.333465
  nChanged 744
		SP:Iteration 9F (18925.120000 sec): 3 clusters
  Score: Raw -1531614.305487 + Penalty 3087.409325 = -1528526.896162
  nChanged 588
		SP:Iteration 10Q (18925.150000 sec): 3 clusters
  Score: Raw -1532032.140253 + Penalty 3087.409325 = -1528944.730928
  nChanged 439
		SP:Iteration 11Q (18925.190000 sec): 3 clusters
  Score: Raw -1532332.788133 + Penalty 3087.409325 = -1529245.378807
  nChanged 308
		SP:Iteration 12Q (18925.210000 sec): 3 clusters
  Score: Raw -1532546.825102 + Penalty 3087.409325 = -1529459.415777
  nChanged 228
		SP:Iteration 13Q (18925.250000 sec): 3 clusters
  Score: Raw -1532702.448503 + Penalty 3087.409325 = -1529615.039177
  nChanged 163
		SP:Iteration 14Q (18925.270000 sec): 3 clusters
  Score: Raw -1532811.392920 + Penalty 3087.409325 = -1529723.983595
  nChanged 109
		SP:Iteration 15Q (18925.300000 sec): 3 clusters
  Score: Raw -1532889.795955 + Penalty 3087.409325 = -1529802.386630
  nChanged 77
		SP:Iteration 16Q (18925.330000 sec): 3 clusters
  Score: Raw -1532951.345198 + Penalty 3087.409325 = -1529863.935873
  nChanged 52
		SP:Iteration 17Q (18925.350000 sec): 3 clusters
  Score: Raw -1532987.378463 + Penalty 3087.409325 = -1529899.969138
  nChanged 46
		SP:Iteration 18Q (18925.380000 sec): 3 clusters
  Score: Raw -1533010.785505 + Penalty 3087.409325 = -1529923.376179
  nChanged 22
		SP:Iteration 19Q (18925.410000 sec): 3 clusters
  Score: Raw -1533025.179837 + Penalty 3087.409325 = -1529937.770512
  nChanged 17
		SP:Iteration 20F (18925.440000 sec): 3 clusters
  Score: Raw -1533034.753768 + Penalty 3087.409325 = -1529947.344443
  nChanged 17
		SP:Iteration 21Q (18925.460000 sec): 3 clusters
  Score: Raw -1533046.478660 + Penalty 3087.409325 = -1529959.069334
  nChanged 13
		SP:Iteration 22Q (18925.490000 sec): 3 clusters
  Score: Raw -1533055.513390 + Penalty 3087.409325 = -1529968.104064
  nChanged 12
		SP:Iteration 23Q (18925.510000 sec): 3 clusters
  Score: Raw -1533063.766076 + Penalty 3087.409325 = -1529976.356750
  nChanged 6
		SP:Iteration 24Q (18925.540000 sec): 3 clusters
  Score: Raw -1533067.913487 + Penalty 3087.409325 = -1529980.504162
  nChanged 3
		SP:Iteration 25Q (18925.560000 sec): 3 clusters
  Score: Raw -1533069.595070 + Penalty 3087.409325 = -1529982.185744
  nChanged 1
		SP:Iteration 26Q (18925.590000 sec): 3 clusters
  Score: Raw -1533070.583357 + Penalty 3087.409325 = -1529983.174032
  nChanged 2
		SP:Iteration 27Q (18925.610000 sec): 3 clusters
  Score: Raw -1533071.708609 + Penalty 3087.409325 = -1529984.299284
  nChanged 3
		SP:Iteration 28Q (18925.640000 sec): 3 clusters
  Score: Raw -1533073.358910 + Penalty 3087.409325 = -1529985.949584
  nChanged 2
		SP:Iteration 29Q (18925.660000 sec): 3 clusters
  Score: Raw -1533074.098219 + Penalty 3087.409325 = -1529986.688893
  nChanged 0
		SP:Iteration 30F (18925.690000 sec): 3 clusters
  Score: Raw -1533074.098219 + Penalty 3087.409325 = -1529986.688893
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 66 (706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18925.700000 sec): 2 clusters
  Score: Raw -78860.879276 + Penalty 1065.937476 = -77794.941800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18925.710000 sec): 3 clusters
  Score: Raw -78781.478218 + Penalty 2131.874952 = -76649.603266
  nChanged 211
		SP:Iteration 1F (18925.710000 sec): 3 clusters
  Score: Raw -78996.446901 + Penalty 2131.874952 = -76864.571948
  nChanged 50
		SP:Iteration 2F (18925.710000 sec): 3 clusters
  Score: Raw -79041.602112 + Penalty 2131.874952 = -76909.727160
  nChanged 24
		SP:Iteration 3Q (18925.710000 sec): 3 clusters
  Score: Raw -79075.232909 + Penalty 2131.874952 = -76943.357957
  nChanged 28
		SP:Iteration 4Q (18925.710000 sec): 3 clusters
  Score: Raw -79108.753126 + Penalty 2131.874952 = -76976.878174
  nChanged 20
		SP:Iteration 5Q (18925.710000 sec): 3 clusters
  Score: Raw -79137.840780 + Penalty 2131.874952 = -77005.965828
  nChanged 17
		SP:Iteration 6Q (18925.710000 sec): 3 clusters
  Score: Raw -79162.343173 + Penalty 2131.874952 = -77030.468221
  nChanged 17
		SP:Iteration 7Q (18925.720000 sec): 3 clusters
  Score: Raw -79215.095003 + Penalty 2131.874952 = -77083.220051
  nChanged 18
		SP:Iteration 8Q (18925.720000 sec): 3 clusters
  Score: Raw -79253.938371 + Penalty 2131.874952 = -77122.063419
  nChanged 8
		SP:Iteration 9Q (18925.720000 sec): 3 clusters
  Score: Raw -79294.184223 + Penalty 2131.874952 = -77162.309271
  nChanged 9
		SP:Iteration 10Q (18925.720000 sec): 3 clusters
  Score: Raw -79305.175463 + Penalty 2131.874952 = -77173.300511
  nChanged 8
		SP:Iteration 11Q (18925.720000 sec): 3 clusters
  Score: Raw -79318.245614 + Penalty 2131.874952 = -77186.370662
  nChanged 9
		SP:Iteration 12Q (18925.730000 sec): 3 clusters
  Score: Raw -79327.751451 + Penalty 2131.874952 = -77195.876499
  nChanged 5
		SP:Iteration 13Q (18925.730000 sec): 3 clusters
  Score: Raw -79334.642542 + Penalty 2131.874952 = -77202.767590
  nChanged 3
		SP:Iteration 14Q (18925.730000 sec): 3 clusters
  Score: Raw -79338.842764 + Penalty 2131.874952 = -77206.967811
  nChanged 1
		SP:Iteration 15Q (18925.730000 sec): 3 clusters
  Score: Raw -79340.275734 + Penalty 2131.874952 = -77208.400782
  nChanged 1
		SP:Iteration 16Q (18925.730000 sec): 3 clusters
  Score: Raw -79341.314219 + Penalty 2131.874952 = -77209.439267
  nChanged 2
		SP:Iteration 17Q (18925.730000 sec): 3 clusters
  Score: Raw -79345.699220 + Penalty 2131.874952 = -77213.824267
  nChanged 3
		SP:Iteration 18Q (18925.730000 sec): 3 clusters
  Score: Raw -79351.131028 + Penalty 2131.874952 = -77219.256076
  nChanged 4
		SP:Iteration 19Q (18925.730000 sec): 3 clusters
  Score: Raw -79355.269927 + Penalty 2131.874952 = -77223.394975
  nChanged 1
		SP:Iteration 20F (18925.740000 sec): 3 clusters
  Score: Raw -79358.819712 + Penalty 2131.874952 = -77226.944760
  nChanged 2
		SP:Iteration 21Q (18925.740000 sec): 3 clusters
  Score: Raw -79397.539056 + Penalty 2131.874952 = -77265.664104
  nChanged 10
		SP:Iteration 22Q (18925.740000 sec): 3 clusters
  Score: Raw -79417.985758 + Penalty 2131.874952 = -77286.110806
  nChanged 11
		SP:Iteration 23Q (18925.740000 sec): 3 clusters
  Score: Raw -79450.701838 + Penalty 2131.874952 = -77318.826886
  nChanged 11
		SP:Iteration 24Q (18925.740000 sec): 3 clusters
  Score: Raw -79464.842996 + Penalty 2131.874952 = -77332.968044
  nChanged 9
		SP:Iteration 25Q (18925.750000 sec): 3 clusters
  Score: Raw -79483.292579 + Penalty 2131.874952 = -77351.417627
  nChanged 7
		SP:Iteration 26Q (18925.750000 sec): 3 clusters
  Score: Raw -79496.599757 + Penalty 2131.874952 = -77364.724804
  nChanged 6
		SP:Iteration 27Q (18925.750000 sec): 3 clusters
  Score: Raw -79505.392673 + Penalty 2131.874952 = -77373.517721
  nChanged 3
		SP:Iteration 28Q (18925.750000 sec): 3 clusters
  Score: Raw -79509.043203 + Penalty 2131.874952 = -77377.168251
  nChanged 2
		SP:Iteration 29Q (18925.750000 sec): 3 clusters
  Score: Raw -79510.455768 + Penalty 2131.874952 = -77378.580815
  nChanged 1
		SP:Iteration 30Q (18925.750000 sec): 3 clusters
  Score: Raw -79511.298290 + Penalty 2131.874952 = -77379.423338
  nChanged 0
		SP:Iteration 31F (18925.750000 sec): 3 clusters
  Score: Raw -79511.298290 + Penalty 2131.874952 = -77379.423338
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 67 (731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18925.760000 sec): 2 clusters
  Score: Raw -76483.872479 + Penalty 1071.592187 = -75412.280292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18925.760000 sec): 3 clusters
  Score: Raw -76300.527167 + Penalty 2143.184374 = -74157.342793
  nChanged 205
		SP:Iteration 1F (18925.760000 sec): 3 clusters
  Score: Raw -76543.623685 + Penalty 2143.184374 = -74400.439311
  nChanged 53
		SP:Iteration 2F (18925.770000 sec): 3 clusters
  Score: Raw -76622.182206 + Penalty 2143.184374 = -74478.997832
  nChanged 28
		SP:Iteration 3Q (18925.770000 sec): 3 clusters
  Score: Raw -76674.617316 + Penalty 2143.184374 = -74531.432941
  nChanged 30
		SP:Iteration 4Q (18925.770000 sec): 3 clusters
  Score: Raw -76733.639860 + Penalty 2143.184374 = -74590.455485
  nChanged 29
		SP:Iteration 5Q (18925.770000 sec): 3 clusters
  Score: Raw -76795.230924 + Penalty 2143.184374 = -74652.046549
  nChanged 21
		SP:Iteration 6Q (18925.770000 sec): 3 clusters
  Score: Raw -76840.585550 + Penalty 2143.184374 = -74697.401175
  nChanged 18
		SP:Iteration 7Q (18925.770000 sec): 3 clusters
  Score: Raw -76875.133061 + Penalty 2143.184374 = -74731.948687
  nChanged 18
		SP:Iteration 8Q (18925.770000 sec): 3 clusters
  Score: Raw -76908.579281 + Penalty 2143.184374 = -74765.394906
  nChanged 15
		SP:Iteration 9Q (18925.780000 sec): 3 clusters
  Score: Raw -76937.921758 + Penalty 2143.184374 = -74794.737384
  nChanged 18
		SP:Iteration 10Q (18925.780000 sec): 3 clusters
  Score: Raw -76970.031269 + Penalty 2143.184374 = -74826.846894
  nChanged 13
		SP:Iteration 11Q (18925.780000 sec): 3 clusters
  Score: Raw -76989.168102 + Penalty 2143.184374 = -74845.983728
  nChanged 6
		SP:Iteration 12Q (18925.780000 sec): 3 clusters
  Score: Raw -77003.544382 + Penalty 2143.184374 = -74860.360008
  nChanged 5
		SP:Iteration 13Q (18925.780000 sec): 3 clusters
  Score: Raw -77010.459660 + Penalty 2143.184374 = -74867.275286
  nChanged 2
		SP:Iteration 14Q (18925.780000 sec): 3 clusters
  Score: Raw -77015.166018 + Penalty 2143.184374 = -74871.981644
  nChanged 1
		SP:Iteration 15Q (18925.790000 sec): 3 clusters
  Score: Raw -77015.685749 + Penalty 2143.184374 = -74872.501375
  nChanged 0
		SP:Iteration 16F (18925.790000 sec): 3 clusters
  Score: Raw -77015.685749 + Penalty 2143.184374 = -74872.501375
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 68 (4384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18925.800000 sec): 2 clusters
  Score: Raw -478102.357178 + Penalty 1362.678985 = -476739.678194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18925.810000 sec): 3 clusters
  Score: Raw -475868.261253 + Penalty 2725.357969 = -473142.903284
  nChanged 1740
		SP:Iteration 1F (18925.820000 sec): 3 clusters
  Score: Raw -476867.659035 + Penalty 2725.357969 = -474142.301065
  nChanged 343
		SP:Iteration 2F (18925.830000 sec): 3 clusters
  Score: Raw -477113.547404 + Penalty 2725.357969 = -474388.189435
  nChanged 292
		SP:Iteration 3F (18925.840000 sec): 3 clusters
  Score: Raw -477334.732459 + Penalty 2725.357969 = -474609.374490
  nChanged 247
		SP:Iteration 4F (18925.850000 sec): 3 clusters
  Score: Raw -477498.714577 + Penalty 2725.357969 = -474773.356608
  nChanged 195
		SP:Iteration 5Q (18925.860000 sec): 3 clusters
  Score: Raw -477615.636498 + Penalty 2725.357969 = -474890.278529
  nChanged 166
		SP:Iteration 6Q (18925.870000 sec): 3 clusters
  Score: Raw -477700.874130 + Penalty 2725.357969 = -474975.516160
  nChanged 117
		SP:Iteration 7Q (18925.880000 sec): 3 clusters
  Score: Raw -477753.433104 + Penalty 2725.357969 = -475028.075135
  nChanged 95
		SP:Iteration 8Q (18925.890000 sec): 3 clusters
  Score: Raw -477800.184678 + Penalty 2725.357969 = -475074.826708
  nChanged 78
		SP:Iteration 9Q (18925.900000 sec): 3 clusters
  Score: Raw -477838.651465 + Penalty 2725.357969 = -475113.293496
  nChanged 84
		SP:Iteration 10Q (18925.910000 sec): 3 clusters
  Score: Raw -477878.719212 + Penalty 2725.357969 = -475153.361243
  nChanged 77
		SP:Iteration 11Q (18925.920000 sec): 3 clusters
  Score: Raw -477923.962219 + Penalty 2725.357969 = -475198.604250
  nChanged 87
		SP:Iteration 12Q (18925.930000 sec): 3 clusters
  Score: Raw -477978.169639 + Penalty 2725.357969 = -475252.811670
  nChanged 97
		SP:Iteration 13Q (18925.940000 sec): 3 clusters
  Score: Raw -478029.768830 + Penalty 2725.357969 = -475304.410861
  nChanged 96
		SP:Iteration 14Q (18925.950000 sec): 3 clusters
  Score: Raw -478074.391722 + Penalty 2725.357969 = -475349.033753
  nChanged 77
		SP:Iteration 15Q (18925.960000 sec): 3 clusters
  Score: Raw -478109.426408 + Penalty 2725.357969 = -475384.068439
  nChanged 62
		SP:Iteration 16Q (18925.970000 sec): 3 clusters
  Score: Raw -478137.175992 + Penalty 2725.357969 = -475411.818023
  nChanged 48
		SP:Iteration 17Q (18925.980000 sec): 3 clusters
  Score: Raw -478155.467766 + Penalty 2725.357969 = -475430.109796
  nChanged 34
		SP:Iteration 18Q (18925.990000 sec): 3 clusters
  Score: Raw -478168.948158 + Penalty 2725.357969 = -475443.590189
  nChanged 37
		SP:Iteration 19Q (18926.000000 sec): 3 clusters
  Score: Raw -478183.944678 + Penalty 2725.357969 = -475458.586709
  nChanged 38
		SP:Iteration 20F (18926.010000 sec): 3 clusters
  Score: Raw -478197.762085 + Penalty 2725.357969 = -475472.404115
  nChanged 25
		SP:Iteration 21Q (18926.020000 sec): 3 clusters
  Score: Raw -478208.961967 + Penalty 2725.357969 = -475483.603998
  nChanged 26
		SP:Iteration 22Q (18926.030000 sec): 3 clusters
  Score: Raw -478218.863990 + Penalty 2725.357969 = -475493.506021
  nChanged 22
		SP:Iteration 23Q (18926.040000 sec): 3 clusters
  Score: Raw -478229.110657 + Penalty 2725.357969 = -475503.752688
  nChanged 23
		SP:Iteration 24Q (18926.050000 sec): 3 clusters
  Score: Raw -478238.183249 + Penalty 2725.357969 = -475512.825280
  nChanged 29
		SP:Iteration 25Q (18926.060000 sec): 3 clusters
  Score: Raw -478250.225476 + Penalty 2725.357969 = -475524.867507
  nChanged 24
		SP:Iteration 26Q (18926.070000 sec): 3 clusters
  Score: Raw -478259.576533 + Penalty 2725.357969 = -475534.218563
  nChanged 23
		SP:Iteration 27Q (18926.080000 sec): 3 clusters
  Score: Raw -478268.670395 + Penalty 2725.357969 = -475543.312426
  nChanged 24
		SP:Iteration 28Q (18926.090000 sec): 3 clusters
  Score: Raw -478277.674339 + Penalty 2725.357969 = -475552.316370
  nChanged 26
		SP:Iteration 29Q (18926.100000 sec): 3 clusters
  Score: Raw -478288.938280 + Penalty 2725.357969 = -475563.580311
  nChanged 25
		SP:Iteration 30Q (18926.110000 sec): 3 clusters
  Score: Raw -478298.225731 + Penalty 2725.357969 = -475572.867762
  nChanged 24
		SP:Iteration 31Q (18926.120000 sec): 3 clusters
  Score: Raw -478304.413617 + Penalty 2725.357969 = -475579.055647
  nChanged 12
		SP:Iteration 32Q (18926.130000 sec): 3 clusters
  Score: Raw -478307.774807 + Penalty 2725.357969 = -475582.416837
  nChanged 15
		SP:Iteration 33Q (18926.140000 sec): 3 clusters
  Score: Raw -478313.245122 + Penalty 2725.357969 = -475587.887153
  nChanged 19
		SP:Iteration 34Q (18926.150000 sec): 3 clusters
  Score: Raw -478319.997979 + Penalty 2725.357969 = -475594.640010
  nChanged 20
		SP:Iteration 35Q (18926.150000 sec): 3 clusters
  Score: Raw -478328.218333 + Penalty 2725.357969 = -475602.860363
  nChanged 19
		SP:Iteration 36Q (18926.170000 sec): 3 clusters
  Score: Raw -478336.198989 + Penalty 2725.357969 = -475610.841020
  nChanged 23
		SP:Iteration 37Q (18926.170000 sec): 3 clusters
  Score: Raw -478346.345054 + Penalty 2725.357969 = -475620.987084
  nChanged 22
		SP:Iteration 38Q (18926.190000 sec): 3 clusters
  Score: Raw -478354.051010 + Penalty 2725.357969 = -475628.693041
  nChanged 19
		SP:Iteration 39Q (18926.190000 sec): 3 clusters
  Score: Raw -478359.563507 + Penalty 2725.357969 = -475634.205538
  nChanged 12
		SP:Iteration 40F (18926.200000 sec): 3 clusters
  Score: Raw -478364.470618 + Penalty 2725.357969 = -475639.112649
  nChanged 13
		SP:Iteration 41Q (18926.210000 sec): 3 clusters
  Score: Raw -478371.545461 + Penalty 2725.357969 = -475646.187491
  nChanged 17
		SP:Iteration 42Q (18926.220000 sec): 3 clusters
  Score: Raw -478377.424457 + Penalty 2725.357969 = -475652.066488
  nChanged 13
		SP:Iteration 43Q (18926.230000 sec): 3 clusters
  Score: Raw -478384.114153 + Penalty 2725.357969 = -475658.756184
  nChanged 7
		SP:Iteration 44Q (18926.240000 sec): 3 clusters
  Score: Raw -478387.355203 + Penalty 2725.357969 = -475661.997233
  nChanged 6
		SP:Iteration 45Q (18926.250000 sec): 3 clusters
  Score: Raw -478390.283350 + Penalty 2725.357969 = -475664.925380
  nChanged 6
		SP:Iteration 46Q (18926.260000 sec): 3 clusters
  Score: Raw -478392.188296 + Penalty 2725.357969 = -475666.830326
  nChanged 6
		SP:Iteration 47Q (18926.270000 sec): 3 clusters
  Score: Raw -478394.952052 + Penalty 2725.357969 = -475669.594083
  nChanged 6
		SP:Iteration 48Q (18926.280000 sec): 3 clusters
  Score: Raw -478396.962367 + Penalty 2725.357969 = -475671.604397
  nChanged 9
		SP:Iteration 49Q (18926.290000 sec): 3 clusters
  Score: Raw -478399.613248 + Penalty 2725.357969 = -475674.255279
  nChanged 8
		SP:Iteration 50Q (18926.300000 sec): 3 clusters
  Score: Raw -478402.601048 + Penalty 2725.357969 = -475677.243079
  nChanged 3
		SP:Iteration 51Q (18926.310000 sec): 3 clusters
  Score: Raw -478403.433258 + Penalty 2725.357969 = -475678.075289
  nChanged 2
		SP:Iteration 52Q (18926.320000 sec): 3 clusters
  Score: Raw -478403.677294 + Penalty 2725.357969 = -475678.319324
  nChanged 0
		SP:Iteration 53F (18926.330000 sec): 3 clusters
  Score: Raw -478403.677294 + Penalty 2725.357969 = -475678.319324
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 69 (735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18926.330000 sec): 2 clusters
  Score: Raw -75048.310877 + Penalty 1072.478956 = -73975.831921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18926.340000 sec): 3 clusters
  Score: Raw -74891.542420 + Penalty 2144.957912 = -72746.584507
  nChanged 198
		SP:Iteration 1F (18926.340000 sec): 3 clusters
  Score: Raw -75124.268548 + Penalty 2144.957912 = -72979.310636
  nChanged 48
		SP:Iteration 2F (18926.340000 sec): 3 clusters
  Score: Raw -75181.206212 + Penalty 2144.957912 = -73036.248299
  nChanged 21
		SP:Iteration 3Q (18926.340000 sec): 3 clusters
  Score: Raw -75199.064554 + Penalty 2144.957912 = -73054.106642
  nChanged 10
		SP:Iteration 4Q (18926.340000 sec): 3 clusters
  Score: Raw -75210.382189 + Penalty 2144.957912 = -73065.424277
  nChanged 6
		SP:Iteration 5Q (18926.350000 sec): 3 clusters
  Score: Raw -75217.616384 + Penalty 2144.957912 = -73072.658471
  nChanged 3
		SP:Iteration 6Q (18926.350000 sec): 3 clusters
  Score: Raw -75221.870864 + Penalty 2144.957912 = -73076.912952
  nChanged 2
		SP:Iteration 7Q (18926.350000 sec): 3 clusters
  Score: Raw -75223.595506 + Penalty 2144.957912 = -73078.637594
  nChanged 0
		SP:Iteration 8F (18926.350000 sec): 3 clusters
  Score: Raw -75223.595506 + Penalty 2144.957912 = -73078.637594
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 70 (24513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18926.420000 sec): 2 clusters
  Score: Raw -2875050.781589 + Penalty 1642.380816 = -2873408.400773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18926.480000 sec): 3 clusters
  Score: Raw -2860046.436598 + Penalty 3284.761632 = -2856761.674966
  nChanged 11237
		SP:Iteration 1F (18926.540000 sec): 3 clusters
  Score: Raw -2866257.450475 + Penalty 3284.761632 = -2862972.688842
  nChanged 1150
		SP:Iteration 2Q (18926.600000 sec): 3 clusters
  Score: Raw -2866648.085045 + Penalty 3284.761632 = -2863363.323413
  nChanged 1098
		SP:Iteration 3Q (18926.660000 sec): 3 clusters
  Score: Raw -2867057.017993 + Penalty 3284.761632 = -2863772.256361
  nChanged 1127
		SP:Iteration 4Q (18926.720000 sec): 3 clusters
  Score: Raw -2867508.155070 + Penalty 3284.761632 = -2864223.393438
  nChanged 1188
		SP:Iteration 5Q (18926.780000 sec): 3 clusters
  Score: Raw -2868042.845366 + Penalty 3284.761632 = -2864758.083733
  nChanged 1285
		SP:Iteration 6F (18926.840000 sec): 3 clusters
  Score: Raw -2868627.488378 + Penalty 3284.761632 = -2865342.726746
  nChanged 1266
		SP:Iteration 7F (18926.900000 sec): 3 clusters
  Score: Raw -2869216.793646 + Penalty 3284.761632 = -2865932.032013
  nChanged 1230
		SP:Iteration 8F (18926.960000 sec): 3 clusters
  Score: Raw -2869769.278424 + Penalty 3284.761632 = -2866484.516792
  nChanged 1128
		SP:Iteration 9Q (18927.020000 sec): 3 clusters
  Score: Raw -2870285.882647 + Penalty 3284.761632 = -2867001.121015
  nChanged 1085
		SP:Iteration 10Q (18927.080000 sec): 3 clusters
  Score: Raw -2870800.198765 + Penalty 3284.761632 = -2867515.437133
  nChanged 1019
		SP:Iteration 11Q (18927.140000 sec): 3 clusters
  Score: Raw -2871273.074853 + Penalty 3284.761632 = -2867988.313221
  nChanged 962
		SP:Iteration 12Q (18927.200000 sec): 3 clusters
  Score: Raw -2871752.936467 + Penalty 3284.761632 = -2868468.174835
  nChanged 971
		SP:Iteration 13Q (18927.260000 sec): 3 clusters
  Score: Raw -2872251.048091 + Penalty 3284.761632 = -2868966.286458
  nChanged 917
		SP:Iteration 14Q (18927.310000 sec): 3 clusters
  Score: Raw -2872741.526719 + Penalty 3284.761632 = -2869456.765087
  nChanged 887
		SP:Iteration 15Q (18927.370000 sec): 3 clusters
  Score: Raw -2873260.036480 + Penalty 3284.761632 = -2869975.274848
  nChanged 794
		SP:Iteration 16Q (18927.430000 sec): 3 clusters
  Score: Raw -2873713.194602 + Penalty 3284.761632 = -2870428.432970
  nChanged 654
		SP:Iteration 17Q (18927.490000 sec): 3 clusters
  Score: Raw -2874104.744955 + Penalty 3284.761632 = -2870819.983322
  nChanged 552
		SP:Iteration 18Q (18927.550000 sec): 3 clusters
  Score: Raw -2874450.496026 + Penalty 3284.761632 = -2871165.734394
  nChanged 411
		SP:Iteration 19Q (18927.610000 sec): 3 clusters
  Score: Raw -2874687.263196 + Penalty 3284.761632 = -2871402.501564
  nChanged 282
		SP:Iteration 20F (18927.670000 sec): 3 clusters
  Score: Raw -2874850.949861 + Penalty 3284.761632 = -2871566.188229
  nChanged 210
		SP:Iteration 21Q (18927.720000 sec): 3 clusters
  Score: Raw -2874959.615090 + Penalty 3284.761632 = -2871674.853458
  nChanged 145
		SP:Iteration 22Q (18927.770000 sec): 3 clusters
  Score: Raw -2875040.050783 + Penalty 3284.761632 = -2871755.289151
  nChanged 114
		SP:Iteration 23Q (18927.830000 sec): 3 clusters
  Score: Raw -2875112.934222 + Penalty 3284.761632 = -2871828.172590
  nChanged 74
		SP:Iteration 24Q (18927.870000 sec): 3 clusters
  Score: Raw -2875161.511059 + Penalty 3284.761632 = -2871876.749427
  nChanged 57
		SP:Iteration 25Q (18927.920000 sec): 3 clusters
  Score: Raw -2875195.449863 + Penalty 3284.761632 = -2871910.688231
  nChanged 33
		SP:Iteration 26Q (18927.970000 sec): 3 clusters
  Score: Raw -2875220.529679 + Penalty 3284.761632 = -2871935.768047
  nChanged 30
		SP:Iteration 27Q (18928.020000 sec): 3 clusters
  Score: Raw -2875243.791505 + Penalty 3284.761632 = -2871959.029873
  nChanged 21
		SP:Iteration 28Q (18928.070000 sec): 3 clusters
  Score: Raw -2875259.013349 + Penalty 3284.761632 = -2871974.251716
  nChanged 21
		SP:Iteration 29Q (18928.110000 sec): 3 clusters
  Score: Raw -2875270.506391 + Penalty 3284.761632 = -2871985.744759
  nChanged 14
		SP:Iteration 30Q (18928.160000 sec): 3 clusters
  Score: Raw -2875280.666764 + Penalty 3284.761632 = -2871995.905132
  nChanged 8
		SP:Iteration 31Q (18928.200000 sec): 3 clusters
  Score: Raw -2875284.761113 + Penalty 3284.761632 = -2871999.999480
  nChanged 8
		SP:Iteration 32Q (18928.250000 sec): 3 clusters
  Score: Raw -2875289.737966 + Penalty 3284.761632 = -2872004.976334
  nChanged 11
		SP:Iteration 33Q (18928.290000 sec): 3 clusters
  Score: Raw -2875296.684897 + Penalty 3284.761632 = -2872011.923264
  nChanged 8
		SP:Iteration 34Q (18928.340000 sec): 3 clusters
  Score: Raw -2875301.181393 + Penalty 3284.761632 = -2872016.419761
  nChanged 6
		SP:Iteration 35Q (18928.380000 sec): 3 clusters
  Score: Raw -2875304.607864 + Penalty 3284.761632 = -2872019.846232
  nChanged 6
		SP:Iteration 36Q (18928.430000 sec): 3 clusters
  Score: Raw -2875307.583152 + Penalty 3284.761632 = -2872022.821520
  nChanged 4
		SP:Iteration 37Q (18928.470000 sec): 3 clusters
  Score: Raw -2875309.829507 + Penalty 3284.761632 = -2872025.067875
  nChanged 4
		SP:Iteration 38Q (18928.520000 sec): 3 clusters
  Score: Raw -2875311.548260 + Penalty 3284.761632 = -2872026.786627
  nChanged 4
		SP:Iteration 39Q (18928.560000 sec): 3 clusters
  Score: Raw -2875313.942244 + Penalty 3284.761632 = -2872029.180612
  nChanged 3
		SP:Iteration 40F (18928.620000 sec): 3 clusters
  Score: Raw -2875315.442852 + Penalty 3284.761632 = -2872030.681220
  nChanged 3
		SP:Iteration 41Q (18928.670000 sec): 3 clusters
  Score: Raw -2875317.474673 + Penalty 3284.761632 = -2872032.713041
  nChanged 3
		SP:Iteration 42Q (18928.710000 sec): 3 clusters
  Score: Raw -2875319.299256 + Penalty 3284.761632 = -2872034.537624
  nChanged 5
		SP:Iteration 43Q (18928.750000 sec): 3 clusters
  Score: Raw -2875321.461554 + Penalty 3284.761632 = -2872036.699922
  nChanged 4
		SP:Iteration 44Q (18928.800000 sec): 3 clusters
  Score: Raw -2875323.660965 + Penalty 3284.761632 = -2872038.899333
  nChanged 3
		SP:Iteration 45Q (18928.840000 sec): 3 clusters
  Score: Raw -2875325.572565 + Penalty 3284.761632 = -2872040.810932
  nChanged 3
		SP:Iteration 46Q (18928.890000 sec): 3 clusters
  Score: Raw -2875327.526612 + Penalty 3284.761632 = -2872042.764980
  nChanged 2
		SP:Iteration 47Q (18928.930000 sec): 3 clusters
  Score: Raw -2875328.246538 + Penalty 3284.761632 = -2872043.484906
  nChanged 1
		SP:Iteration 48Q (18928.970000 sec): 3 clusters
  Score: Raw -2875328.676156 + Penalty 3284.761632 = -2872043.914524
  nChanged 2
		SP:Iteration 49Q (18929.020000 sec): 3 clusters
  Score: Raw -2875329.480641 + Penalty 3284.761632 = -2872044.719009
  nChanged 1
		SP:Iteration 50Q (18929.060000 sec): 3 clusters
  Score: Raw -2875330.062440 + Penalty 3284.761632 = -2872045.300808
  nChanged 2
		SP:Iteration 51Q (18929.110000 sec): 3 clusters
  Score: Raw -2875330.537834 + Penalty 3284.761632 = -2872045.776202
  nChanged 1
		SP:Iteration 52Q (18929.150000 sec): 3 clusters
  Score: Raw -2875331.020838 + Penalty 3284.761632 = -2872046.259206
  nChanged 1
		SP:Iteration 53Q (18929.190000 sec): 3 clusters
  Score: Raw -2875331.330044 + Penalty 3284.761632 = -2872046.568411
  nChanged 2
		SP:Iteration 54Q (18929.240000 sec): 3 clusters
  Score: Raw -2875332.715919 + Penalty 3284.761632 = -2872047.954287
  nChanged 2
		SP:Iteration 55Q (18929.290000 sec): 3 clusters
  Score: Raw -2875333.822025 + Penalty 3284.761632 = -2872049.060393
  nChanged 2
		SP:Iteration 56Q (18929.330000 sec): 3 clusters
  Score: Raw -2875335.167252 + Penalty 3284.761632 = -2872050.405620
  nChanged 1
		SP:Iteration 57Q (18929.380000 sec): 3 clusters
  Score: Raw -2875335.524756 + Penalty 3284.761632 = -2872050.763124
  nChanged 0
		SP:Iteration 58F (18929.440000 sec): 3 clusters
  Score: Raw -2875335.524756 + Penalty 3284.761632 = -2872050.763124
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 71 (7887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18929.460000 sec): 2 clusters
  Score: Raw -928744.294848 + Penalty 1458.107806 = -927286.187042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18929.480000 sec): 3 clusters
  Score: Raw -924404.439417 + Penalty 2916.215612 = -921488.223805
  nChanged 3400
		SP:Iteration 1F (18929.500000 sec): 3 clusters
  Score: Raw -926244.273694 + Penalty 2916.215612 = -923328.058082
  nChanged 521
		SP:Iteration 2F (18929.520000 sec): 3 clusters
  Score: Raw -926484.970072 + Penalty 2916.215612 = -923568.754460
  nChanged 389
		SP:Iteration 3Q (18929.540000 sec): 3 clusters
  Score: Raw -926690.645539 + Penalty 2916.215612 = -923774.429928
  nChanged 358
		SP:Iteration 4Q (18929.560000 sec): 3 clusters
  Score: Raw -926865.241806 + Penalty 2916.215612 = -923949.026194
  nChanged 332
		SP:Iteration 5Q (18929.570000 sec): 3 clusters
  Score: Raw -927027.012003 + Penalty 2916.215612 = -924110.796392
  nChanged 316
		SP:Iteration 6Q (18929.590000 sec): 3 clusters
  Score: Raw -927171.439649 + Penalty 2916.215612 = -924255.224037
  nChanged 299
		SP:Iteration 7Q (18929.610000 sec): 3 clusters
  Score: Raw -927316.371894 + Penalty 2916.215612 = -924400.156282
  nChanged 291
		SP:Iteration 8Q (18929.630000 sec): 3 clusters
  Score: Raw -927458.034457 + Penalty 2916.215612 = -924541.818845
  nChanged 264
		SP:Iteration 9Q (18929.650000 sec): 3 clusters
  Score: Raw -927595.607297 + Penalty 2916.215612 = -924679.391685
  nChanged 277
		SP:Iteration 10Q (18929.660000 sec): 3 clusters
  Score: Raw -927746.616733 + Penalty 2916.215612 = -924830.401122
  nChanged 268
		SP:Iteration 11Q (18929.680000 sec): 3 clusters
  Score: Raw -927868.564197 + Penalty 2916.215612 = -924952.348585
  nChanged 226
		SP:Iteration 12Q (18929.700000 sec): 3 clusters
  Score: Raw -927955.695242 + Penalty 2916.215612 = -925039.479630
  nChanged 179
		SP:Iteration 13Q (18929.720000 sec): 3 clusters
  Score: Raw -928018.486446 + Penalty 2916.215612 = -925102.270835
  nChanged 139
		SP:Iteration 14Q (18929.740000 sec): 3 clusters
  Score: Raw -928061.089542 + Penalty 2916.215612 = -925144.873930
  nChanged 119
		SP:Iteration 15Q (18929.760000 sec): 3 clusters
  Score: Raw -928093.819093 + Penalty 2916.215612 = -925177.603482
  nChanged 89
		SP:Iteration 16Q (18929.770000 sec): 3 clusters
  Score: Raw -928114.640755 + Penalty 2916.215612 = -925198.425143
  nChanged 72
		SP:Iteration 17Q (18929.790000 sec): 3 clusters
  Score: Raw -928133.319210 + Penalty 2916.215612 = -925217.103598
  nChanged 65
		SP:Iteration 18Q (18929.810000 sec): 3 clusters
  Score: Raw -928148.770740 + Penalty 2916.215612 = -925232.555129
  nChanged 55
		SP:Iteration 19Q (18929.830000 sec): 3 clusters
  Score: Raw -928159.207808 + Penalty 2916.215612 = -925242.992196
  nChanged 42
		SP:Iteration 20F (18929.840000 sec): 3 clusters
  Score: Raw -928165.350763 + Penalty 2916.215612 = -925249.135151
  nChanged 29
		SP:Iteration 21Q (18929.860000 sec): 3 clusters
  Score: Raw -928170.356685 + Penalty 2916.215612 = -925254.141073
  nChanged 31
		SP:Iteration 22Q (18929.880000 sec): 3 clusters
  Score: Raw -928175.503182 + Penalty 2916.215612 = -925259.287570
  nChanged 25
		SP:Iteration 23Q (18929.900000 sec): 3 clusters
  Score: Raw -928179.846379 + Penalty 2916.215612 = -925263.630767
  nChanged 17
		SP:Iteration 24Q (18929.920000 sec): 3 clusters
  Score: Raw -928182.348919 + Penalty 2916.215612 = -925266.133307
  nChanged 14
		SP:Iteration 25Q (18929.940000 sec): 3 clusters
  Score: Raw -928185.264652 + Penalty 2916.215612 = -925269.049040
  nChanged 17
		SP:Iteration 26Q (18929.950000 sec): 3 clusters
  Score: Raw -928188.128450 + Penalty 2916.215612 = -925271.912839
  nChanged 23
		SP:Iteration 27Q (18929.970000 sec): 3 clusters
  Score: Raw -928192.147128 + Penalty 2916.215612 = -925275.931516
  nChanged 22
		SP:Iteration 28Q (18929.990000 sec): 3 clusters
  Score: Raw -928196.364669 + Penalty 2916.215612 = -925280.149057
  nChanged 27
		SP:Iteration 29Q (18930.010000 sec): 3 clusters
  Score: Raw -928201.470271 + Penalty 2916.215612 = -925285.254660
  nChanged 31
		SP:Iteration 30Q (18930.030000 sec): 3 clusters
  Score: Raw -928207.577664 + Penalty 2916.215612 = -925291.362052
  nChanged 31
		SP:Iteration 31Q (18930.040000 sec): 3 clusters
  Score: Raw -928213.674941 + Penalty 2916.215612 = -925297.459330
  nChanged 24
		SP:Iteration 32Q (18930.060000 sec): 3 clusters
  Score: Raw -928217.823704 + Penalty 2916.215612 = -925301.608092
  nChanged 27
		SP:Iteration 33Q (18930.080000 sec): 3 clusters
  Score: Raw -928221.936227 + Penalty 2916.215612 = -925305.720615
  nChanged 19
		SP:Iteration 34Q (18930.100000 sec): 3 clusters
  Score: Raw -928224.219778 + Penalty 2916.215612 = -925308.004166
  nChanged 16
		SP:Iteration 35Q (18930.120000 sec): 3 clusters
  Score: Raw -928226.366356 + Penalty 2916.215612 = -925310.150744
  nChanged 11
		SP:Iteration 36Q (18930.140000 sec): 3 clusters
  Score: Raw -928227.430160 + Penalty 2916.215612 = -925311.214549
  nChanged 12
		SP:Iteration 37Q (18930.150000 sec): 3 clusters
  Score: Raw -928228.314806 + Penalty 2916.215612 = -925312.099195
  nChanged 7
		SP:Iteration 38Q (18930.170000 sec): 3 clusters
  Score: Raw -928229.210159 + Penalty 2916.215612 = -925312.994547
  nChanged 10
		SP:Iteration 39Q (18930.190000 sec): 3 clusters
  Score: Raw -928230.262817 + Penalty 2916.215612 = -925314.047205
  nChanged 6
		SP:Iteration 40F (18930.210000 sec): 3 clusters
  Score: Raw -928230.718363 + Penalty 2916.215612 = -925314.502751
  nChanged 10
		SP:Iteration 41Q (18930.220000 sec): 3 clusters
  Score: Raw -928231.975706 + Penalty 2916.215612 = -925315.760094
  nChanged 9
		SP:Iteration 42Q (18930.240000 sec): 3 clusters
  Score: Raw -928233.373428 + Penalty 2916.215612 = -925317.157816
  nChanged 8
		SP:Iteration 43Q (18930.260000 sec): 3 clusters
  Score: Raw -928234.546714 + Penalty 2916.215612 = -925318.331102
  nChanged 10
		SP:Iteration 44Q (18930.280000 sec): 3 clusters
  Score: Raw -928235.848593 + Penalty 2916.215612 = -925319.632981
  nChanged 12
		SP:Iteration 45Q (18930.300000 sec): 3 clusters
  Score: Raw -928236.914758 + Penalty 2916.215612 = -925320.699146
  nChanged 8
		SP:Iteration 46Q (18930.320000 sec): 3 clusters
  Score: Raw -928237.445539 + Penalty 2916.215612 = -925321.229927
  nChanged 5
		SP:Iteration 47Q (18930.340000 sec): 3 clusters
  Score: Raw -928238.027660 + Penalty 2916.215612 = -925321.812048
  nChanged 3
		SP:Iteration 48Q (18930.350000 sec): 3 clusters
  Score: Raw -928238.207417 + Penalty 2916.215612 = -925321.991806
  nChanged 2
		SP:Iteration 49Q (18930.370000 sec): 3 clusters
  Score: Raw -928238.322502 + Penalty 2916.215612 = -925322.106890
  nChanged 0
		SP:Iteration 50F (18930.390000 sec): 3 clusters
  Score: Raw -928238.322502 + Penalty 2916.215612 = -925322.106890
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 72 (4134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18930.400000 sec): 2 clusters
  Score: Raw -456564.973607 + Penalty 1353.137620 = -455211.835986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18930.410000 sec): 3 clusters
  Score: Raw -454524.933803 + Penalty 2706.275241 = -451818.658563
  nChanged 1624
		SP:Iteration 1F (18930.420000 sec): 3 clusters
  Score: Raw -455374.284128 + Penalty 2706.275241 = -452668.008887
  nChanged 294
		SP:Iteration 2F (18930.430000 sec): 3 clusters
  Score: Raw -455537.581132 + Penalty 2706.275241 = -452831.305892
  nChanged 221
		SP:Iteration 3F (18930.440000 sec): 3 clusters
  Score: Raw -455657.939978 + Penalty 2706.275241 = -452951.664737
  nChanged 170
		SP:Iteration 4Q (18930.450000 sec): 3 clusters
  Score: Raw -455743.808080 + Penalty 2706.275241 = -453037.532840
  nChanged 169
		SP:Iteration 5Q (18930.460000 sec): 3 clusters
  Score: Raw -455860.596395 + Penalty 2706.275241 = -453154.321154
  nChanged 191
		SP:Iteration 6Q (18930.470000 sec): 3 clusters
  Score: Raw -456013.413034 + Penalty 2706.275241 = -453307.137794
  nChanged 208
		SP:Iteration 7F (18930.480000 sec): 3 clusters
  Score: Raw -456198.546251 + Penalty 2706.275241 = -453492.271010
  nChanged 202
		SP:Iteration 8Q (18930.490000 sec): 3 clusters
  Score: Raw -456361.481275 + Penalty 2706.275241 = -453655.206034
  nChanged 208
		SP:Iteration 9F (18930.500000 sec): 3 clusters
  Score: Raw -456538.949932 + Penalty 2706.275241 = -453832.674691
  nChanged 186
		SP:Iteration 10Q (18930.510000 sec): 3 clusters
  Score: Raw -456692.193866 + Penalty 2706.275241 = -453985.918625
  nChanged 163
		SP:Iteration 11Q (18930.520000 sec): 3 clusters
  Score: Raw -456816.259076 + Penalty 2706.275241 = -454109.983835
  nChanged 126
		SP:Iteration 12Q (18930.530000 sec): 3 clusters
  Score: Raw -456918.322128 + Penalty 2706.275241 = -454212.046887
  nChanged 109
		SP:Iteration 13Q (18930.540000 sec): 3 clusters
  Score: Raw -456994.618848 + Penalty 2706.275241 = -454288.343607
  nChanged 66
		SP:Iteration 14Q (18930.550000 sec): 3 clusters
  Score: Raw -457039.801999 + Penalty 2706.275241 = -454333.526759
  nChanged 65
		SP:Iteration 15Q (18930.560000 sec): 3 clusters
  Score: Raw -457084.690416 + Penalty 2706.275241 = -454378.415175
  nChanged 49
		SP:Iteration 16Q (18930.560000 sec): 3 clusters
  Score: Raw -457111.080343 + Penalty 2706.275241 = -454404.805103
  nChanged 33
		SP:Iteration 17Q (18930.570000 sec): 3 clusters
  Score: Raw -457128.529257 + Penalty 2706.275241 = -454422.254016
  nChanged 29
		SP:Iteration 18Q (18930.580000 sec): 3 clusters
  Score: Raw -457144.384449 + Penalty 2706.275241 = -454438.109209
  nChanged 22
		SP:Iteration 19Q (18930.590000 sec): 3 clusters
  Score: Raw -457157.524835 + Penalty 2706.275241 = -454451.249595
  nChanged 13
		SP:Iteration 20F (18930.600000 sec): 3 clusters
  Score: Raw -457164.894966 + Penalty 2706.275241 = -454458.619725
  nChanged 6
		SP:Iteration 21Q (18930.610000 sec): 3 clusters
  Score: Raw -457167.695983 + Penalty 2706.275241 = -454461.420743
  nChanged 5
		SP:Iteration 22Q (18930.620000 sec): 3 clusters
  Score: Raw -457169.796462 + Penalty 2706.275241 = -454463.521221
  nChanged 1
		SP:Iteration 23Q (18930.630000 sec): 3 clusters
  Score: Raw -457169.925325 + Penalty 2706.275241 = -454463.650084
  nChanged 0
		SP:Iteration 24F (18930.640000 sec): 3 clusters
  Score: Raw -457169.925325 + Penalty 2706.275241 = -454463.650084
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 73 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18930.640000 sec): 2 clusters
  Score: Raw -147379.295070 + Penalty 1171.397555 = -146207.897516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18930.650000 sec): 3 clusters
  Score: Raw -146924.172618 + Penalty 2342.795110 = -144581.377508
  nChanged 447
		SP:Iteration 1F (18930.650000 sec): 3 clusters
  Score: Raw -147493.794439 + Penalty 2342.795110 = -145150.999330
  nChanged 142
		SP:Iteration 2F (18930.660000 sec): 3 clusters
  Score: Raw -147658.770132 + Penalty 2342.795110 = -145315.975022
  nChanged 77
		SP:Iteration 3F (18930.660000 sec): 3 clusters
  Score: Raw -147749.462302 + Penalty 2342.795110 = -145406.667193
  nChanged 47
		SP:Iteration 4Q (18930.660000 sec): 3 clusters
  Score: Raw -147816.099420 + Penalty 2342.795110 = -145473.304310
  nChanged 38
		SP:Iteration 5Q (18930.660000 sec): 3 clusters
  Score: Raw -147867.385871 + Penalty 2342.795110 = -145524.590761
  nChanged 31
		SP:Iteration 6Q (18930.670000 sec): 3 clusters
  Score: Raw -147912.483356 + Penalty 2342.795110 = -145569.688246
  nChanged 24
		SP:Iteration 7Q (18930.670000 sec): 3 clusters
  Score: Raw -147952.204553 + Penalty 2342.795110 = -145609.409443
  nChanged 18
		SP:Iteration 8Q (18930.670000 sec): 3 clusters
  Score: Raw -147973.881884 + Penalty 2342.795110 = -145631.086774
  nChanged 12
		SP:Iteration 9Q (18930.680000 sec): 3 clusters
  Score: Raw -147986.232980 + Penalty 2342.795110 = -145643.437870
  nChanged 7
		SP:Iteration 10Q (18930.680000 sec): 3 clusters
  Score: Raw -147992.807564 + Penalty 2342.795110 = -145650.012454
  nChanged 5
		SP:Iteration 11Q (18930.680000 sec): 3 clusters
  Score: Raw -147997.894902 + Penalty 2342.795110 = -145655.099792
  nChanged 5
		SP:Iteration 12Q (18930.680000 sec): 3 clusters
  Score: Raw -148000.033973 + Penalty 2342.795110 = -145657.238863
  nChanged 0
		SP:Iteration 13F (18930.690000 sec): 3 clusters
  Score: Raw -148000.033973 + Penalty 2342.795110 = -145657.238863
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 74 (1236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18930.690000 sec): 2 clusters
  Score: Raw -134714.224826 + Penalty 1156.940791 = -133557.284035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18930.700000 sec): 3 clusters
  Score: Raw -134232.862365 + Penalty 2313.881582 = -131918.980783
  nChanged 381
		SP:Iteration 1F (18930.700000 sec): 3 clusters
  Score: Raw -134494.755289 + Penalty 2313.881582 = -132180.873707
  nChanged 97
		SP:Iteration 2F (18930.700000 sec): 3 clusters
  Score: Raw -134614.564017 + Penalty 2313.881582 = -132300.682435
  nChanged 66
		SP:Iteration 3F (18930.700000 sec): 3 clusters
  Score: Raw -134687.560423 + Penalty 2313.881582 = -132373.678841
  nChanged 47
		SP:Iteration 4Q (18930.710000 sec): 3 clusters
  Score: Raw -134729.943068 + Penalty 2313.881582 = -132416.061486
  nChanged 33
		SP:Iteration 5Q (18930.710000 sec): 3 clusters
  Score: Raw -134754.015319 + Penalty 2313.881582 = -132440.133737
  nChanged 22
		SP:Iteration 6Q (18930.710000 sec): 3 clusters
  Score: Raw -134773.018257 + Penalty 2313.881582 = -132459.136675
  nChanged 20
		SP:Iteration 7Q (18930.720000 sec): 3 clusters
  Score: Raw -134791.103009 + Penalty 2313.881582 = -132477.221427
  nChanged 20
		SP:Iteration 8Q (18930.720000 sec): 3 clusters
  Score: Raw -134808.705069 + Penalty 2313.881582 = -132494.823487
  nChanged 23
		SP:Iteration 9Q (18930.720000 sec): 3 clusters
  Score: Raw -134827.398410 + Penalty 2313.881582 = -132513.516827
  nChanged 23
		SP:Iteration 10Q (18930.720000 sec): 3 clusters
  Score: Raw -134852.817682 + Penalty 2313.881582 = -132538.936099
  nChanged 26
		SP:Iteration 11Q (18930.730000 sec): 3 clusters
  Score: Raw -134877.849038 + Penalty 2313.881582 = -132563.967456
  nChanged 18
		SP:Iteration 12Q (18930.730000 sec): 3 clusters
  Score: Raw -134890.529644 + Penalty 2313.881582 = -132576.648061
  nChanged 9
		SP:Iteration 13Q (18930.730000 sec): 3 clusters
  Score: Raw -134897.236200 + Penalty 2313.881582 = -132583.354618
  nChanged 5
		SP:Iteration 14Q (18930.740000 sec): 3 clusters
  Score: Raw -134900.327622 + Penalty 2313.881582 = -132586.446039
  nChanged 3
		SP:Iteration 15Q (18930.740000 sec): 3 clusters
  Score: Raw -134901.556430 + Penalty 2313.881582 = -132587.674847
  nChanged 2
		SP:Iteration 16Q (18930.740000 sec): 3 clusters
  Score: Raw -134902.180683 + Penalty 2313.881582 = -132588.299101
  nChanged 5
		SP:Iteration 17Q (18930.740000 sec): 3 clusters
  Score: Raw -134906.335075 + Penalty 2313.881582 = -132592.453492
  nChanged 3
		SP:Iteration 18Q (18930.750000 sec): 3 clusters
  Score: Raw -134907.454608 + Penalty 2313.881582 = -132593.573025
  nChanged 1
		SP:Iteration 19Q (18930.750000 sec): 3 clusters
  Score: Raw -134907.899829 + Penalty 2313.881582 = -132594.018246
  nChanged 1
		SP:Iteration 20F (18930.750000 sec): 3 clusters
  Score: Raw -134908.138079 + Penalty 2313.881582 = -132594.256496
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 75 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18930.760000 sec): 2 clusters
  Score: Raw -26219.556093 + Penalty 891.952381 = -25327.603712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18930.760000 sec): 3 clusters
  Score: Raw -26347.999585 + Penalty 1783.904761 = -24564.094824
  nChanged 40
		SP:Iteration 1F (18930.760000 sec): 3 clusters
  Score: Raw -26460.815620 + Penalty 1783.904761 = -24676.910859
  nChanged 10
		SP:Iteration 2Q (18930.760000 sec): 3 clusters
  Score: Raw -26487.823228 + Penalty 1783.904761 = -24703.918467
  nChanged 6
		SP:Iteration 3Q (18930.760000 sec): 3 clusters
  Score: Raw -26501.416269 + Penalty 1783.904761 = -24717.511508
  nChanged 4
		SP:Iteration 4Q (18930.760000 sec): 3 clusters
  Score: Raw -26508.700243 + Penalty 1783.904761 = -24724.795482
  nChanged 0
		SP:Iteration 5F (18930.760000 sec): 3 clusters
  Score: Raw -26508.700243 + Penalty 1783.904761 = -24724.795482
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 76 (34863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18930.860000 sec): 2 clusters
  Score: Raw -3749099.312259 + Penalty 1699.616973 = -3747399.695285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18930.950000 sec): 3 clusters
  Score: Raw -3727239.886106 + Penalty 3399.233947 = -3723840.652160
  nChanged 16220
		SP:Iteration 1F (18931.030000 sec): 3 clusters
  Score: Raw -3737200.994750 + Penalty 3399.233947 = -3733801.760803
  nChanged 2101
		SP:Iteration 2F (18931.120000 sec): 3 clusters
  Score: Raw -3738272.690769 + Penalty 3399.233947 = -3734873.456823
  nChanged 2148
		SP:Iteration 3F (18931.200000 sec): 3 clusters
  Score: Raw -3739466.500132 + Penalty 3399.233947 = -3736067.266186
  nChanged 2132
		SP:Iteration 4F (18931.290000 sec): 3 clusters
  Score: Raw -3740766.424417 + Penalty 3399.233947 = -3737367.190470
  nChanged 2116
		SP:Iteration 5F (18931.380000 sec): 3 clusters
  Score: Raw -3742083.806231 + Penalty 3399.233947 = -3738684.572284
  nChanged 2024
		SP:Iteration 6F (18931.460000 sec): 3 clusters
  Score: Raw -3743327.076762 + Penalty 3399.233947 = -3739927.842816
  nChanged 1771
		SP:Iteration 7F (18931.540000 sec): 3 clusters
  Score: Raw -3744322.510444 + Penalty 3399.233947 = -3740923.276497
  nChanged 1471
		SP:Iteration 8Q (18931.630000 sec): 3 clusters
  Score: Raw -3745023.051052 + Penalty 3399.233947 = -3741623.817105
  nChanged 1106
		SP:Iteration 9Q (18931.720000 sec): 3 clusters
  Score: Raw -3745453.375698 + Penalty 3399.233947 = -3742054.141751
  nChanged 840
		SP:Iteration 10Q (18931.800000 sec): 3 clusters
  Score: Raw -3745742.810765 + Penalty 3399.233947 = -3742343.576819
  nChanged 705
		SP:Iteration 11Q (18931.880000 sec): 3 clusters
  Score: Raw -3745945.657307 + Penalty 3399.233947 = -3742546.423361
  nChanged 561
		SP:Iteration 12Q (18931.970000 sec): 3 clusters
  Score: Raw -3746094.824653 + Penalty 3399.233947 = -3742695.590706
  nChanged 494
		SP:Iteration 13Q (18932.050000 sec): 3 clusters
  Score: Raw -3746216.839184 + Penalty 3399.233947 = -3742817.605237
  nChanged 404
		SP:Iteration 14Q (18932.130000 sec): 3 clusters
  Score: Raw -3746308.418335 + Penalty 3399.233947 = -3742909.184388
  nChanged 374
		SP:Iteration 15Q (18932.220000 sec): 3 clusters
  Score: Raw -3746387.577674 + Penalty 3399.233947 = -3742988.343727
  nChanged 344
		SP:Iteration 16Q (18932.300000 sec): 3 clusters
  Score: Raw -3746460.931210 + Penalty 3399.233947 = -3743061.697264
  nChanged 354
		SP:Iteration 17Q (18932.380000 sec): 3 clusters
  Score: Raw -3746539.856534 + Penalty 3399.233947 = -3743140.622587
  nChanged 354
		SP:Iteration 18Q (18932.460000 sec): 3 clusters
  Score: Raw -3746619.796987 + Penalty 3399.233947 = -3743220.563041
  nChanged 366
		SP:Iteration 19Q (18932.540000 sec): 3 clusters
  Score: Raw -3746710.861796 + Penalty 3399.233947 = -3743311.627849
  nChanged 397
		SP:Iteration 20F (18932.620000 sec): 3 clusters
  Score: Raw -3746819.608109 + Penalty 3399.233947 = -3743420.374162
  nChanged 426
		SP:Iteration 21Q (18932.710000 sec): 3 clusters
  Score: Raw -3746941.315027 + Penalty 3399.233947 = -3743542.081080
  nChanged 418
		SP:Iteration 22Q (18932.790000 sec): 3 clusters
  Score: Raw -3747060.756784 + Penalty 3399.233947 = -3743661.522837
  nChanged 411
		SP:Iteration 23Q (18932.860000 sec): 3 clusters
  Score: Raw -3747184.376430 + Penalty 3399.233947 = -3743785.142483
  nChanged 448
		SP:Iteration 24Q (18932.940000 sec): 3 clusters
  Score: Raw -3747325.096340 + Penalty 3399.233947 = -3743925.862394
  nChanged 452
		SP:Iteration 25Q (18933.020000 sec): 3 clusters
  Score: Raw -3747470.534474 + Penalty 3399.233947 = -3744071.300527
  nChanged 483
		SP:Iteration 26Q (18933.100000 sec): 3 clusters
  Score: Raw -3747636.330377 + Penalty 3399.233947 = -3744237.096431
  nChanged 451
		SP:Iteration 27Q (18933.180000 sec): 3 clusters
  Score: Raw -3747788.711227 + Penalty 3399.233947 = -3744389.477281
  nChanged 465
		SP:Iteration 28Q (18933.260000 sec): 3 clusters
  Score: Raw -3747948.624323 + Penalty 3399.233947 = -3744549.390376
  nChanged 461
		SP:Iteration 29Q (18933.340000 sec): 3 clusters
  Score: Raw -3748108.374369 + Penalty 3399.233947 = -3744709.140423
  nChanged 415
		SP:Iteration 30Q (18933.410000 sec): 3 clusters
  Score: Raw -3748249.687544 + Penalty 3399.233947 = -3744850.453597
  nChanged 399
		SP:Iteration 31Q (18933.490000 sec): 3 clusters
  Score: Raw -3748379.355565 + Penalty 3399.233947 = -3744980.121618
  nChanged 379
		SP:Iteration 32Q (18933.560000 sec): 3 clusters
  Score: Raw -3748507.236063 + Penalty 3399.233947 = -3745108.002117
  nChanged 386
		SP:Iteration 33Q (18933.640000 sec): 3 clusters
  Score: Raw -3748629.042232 + Penalty 3399.233947 = -3745229.808285
  nChanged 338
		SP:Iteration 34Q (18933.710000 sec): 3 clusters
  Score: Raw -3748733.863988 + Penalty 3399.233947 = -3745334.630042
  nChanged 338
		SP:Iteration 35Q (18933.780000 sec): 3 clusters
  Score: Raw -3748839.975568 + Penalty 3399.233947 = -3745440.741622
  nChanged 319
		SP:Iteration 36Q (18933.860000 sec): 3 clusters
  Score: Raw -3748947.334913 + Penalty 3399.233947 = -3745548.100967
  nChanged 282
		SP:Iteration 37Q (18933.930000 sec): 3 clusters
  Score: Raw -3749038.286704 + Penalty 3399.233947 = -3745639.052758
  nChanged 253
		SP:Iteration 38Q (18934.000000 sec): 3 clusters
  Score: Raw -3749126.269588 + Penalty 3399.233947 = -3745727.035642
  nChanged 270
		SP:Iteration 39Q (18934.070000 sec): 3 clusters
  Score: Raw -3749219.253831 + Penalty 3399.233947 = -3745820.019885
  nChanged 219
		SP:Iteration 40F (18934.160000 sec): 3 clusters
  Score: Raw -3749303.472750 + Penalty 3399.233947 = -3745904.238804
  nChanged 215
		SP:Iteration 41Q (18934.230000 sec): 3 clusters
  Score: Raw -3749383.457844 + Penalty 3399.233947 = -3745984.223897
  nChanged 211
		SP:Iteration 42Q (18934.300000 sec): 3 clusters
  Score: Raw -3749458.942167 + Penalty 3399.233947 = -3746059.708221
  nChanged 188
		SP:Iteration 43Q (18934.370000 sec): 3 clusters
  Score: Raw -3749522.213305 + Penalty 3399.233947 = -3746122.979359
  nChanged 171
		SP:Iteration 44Q (18934.430000 sec): 3 clusters
  Score: Raw -3749578.742754 + Penalty 3399.233947 = -3746179.508808
  nChanged 142
		SP:Iteration 45Q (18934.500000 sec): 3 clusters
  Score: Raw -3749622.341488 + Penalty 3399.233947 = -3746223.107542
  nChanged 119
		SP:Iteration 46Q (18934.570000 sec): 3 clusters
  Score: Raw -3749657.813287 + Penalty 3399.233947 = -3746258.579341
  nChanged 93
		SP:Iteration 47Q (18934.640000 sec): 3 clusters
  Score: Raw -3749682.720044 + Penalty 3399.233947 = -3746283.486098
  nChanged 73
		SP:Iteration 48Q (18934.700000 sec): 3 clusters
  Score: Raw -3749701.763207 + Penalty 3399.233947 = -3746302.529261
  nChanged 63
		SP:Iteration 49Q (18934.770000 sec): 3 clusters
  Score: Raw -3749715.462587 + Penalty 3399.233947 = -3746316.228640
  nChanged 55
		SP:Iteration 50Q (18934.830000 sec): 3 clusters
  Score: Raw -3749727.939165 + Penalty 3399.233947 = -3746328.705219
  nChanged 54
		SP:Iteration 51Q (18934.900000 sec): 3 clusters
  Score: Raw -3749744.148016 + Penalty 3399.233947 = -3746344.914069
  nChanged 67
		SP:Iteration 52Q (18934.970000 sec): 3 clusters
  Score: Raw -3749762.186761 + Penalty 3399.233947 = -3746362.952815
  nChanged 65
		SP:Iteration 53Q (18935.030000 sec): 3 clusters
  Score: Raw -3749779.101135 + Penalty 3399.233947 = -3746379.867189
  nChanged 64
		SP:Iteration 54Q (18935.100000 sec): 3 clusters
  Score: Raw -3749793.878893 + Penalty 3399.233947 = -3746394.644947
  nChanged 50
		SP:Iteration 55Q (18935.170000 sec): 3 clusters
  Score: Raw -3749805.166040 + Penalty 3399.233947 = -3746405.932094
  nChanged 36
		SP:Iteration 56Q (18935.230000 sec): 3 clusters
  Score: Raw -3749812.239237 + Penalty 3399.233947 = -3746413.005290
  nChanged 34
		SP:Iteration 57Q (18935.290000 sec): 3 clusters
  Score: Raw -3749818.086718 + Penalty 3399.233947 = -3746418.852771
  nChanged 17
		SP:Iteration 58Q (18935.360000 sec): 3 clusters
  Score: Raw -3749820.701402 + Penalty 3399.233947 = -3746421.467455
  nChanged 17
		SP:Iteration 59Q (18935.430000 sec): 3 clusters
  Score: Raw -3749824.293446 + Penalty 3399.233947 = -3746425.059500
  nChanged 16
		SP:Iteration 60F (18935.510000 sec): 3 clusters
  Score: Raw -3749826.899494 + Penalty 3399.233947 = -3746427.665548
  nChanged 19
		SP:Iteration 61Q (18935.570000 sec): 3 clusters
  Score: Raw -3749830.244721 + Penalty 3399.233947 = -3746431.010774
  nChanged 18
		SP:Iteration 62Q (18935.640000 sec): 3 clusters
  Score: Raw -3749835.003728 + Penalty 3399.233947 = -3746435.769782
  nChanged 21
		SP:Iteration 63Q (18935.710000 sec): 3 clusters
  Score: Raw -3749840.120934 + Penalty 3399.233947 = -3746440.886987
  nChanged 32
		SP:Iteration 64Q (18935.770000 sec): 3 clusters
  Score: Raw -3749848.418456 + Penalty 3399.233947 = -3746449.184509
  nChanged 34
		SP:Iteration 65Q (18935.830000 sec): 3 clusters
  Score: Raw -3749856.899217 + Penalty 3399.233947 = -3746457.665270
  nChanged 35
		SP:Iteration 66Q (18935.900000 sec): 3 clusters
  Score: Raw -3749864.704119 + Penalty 3399.233947 = -3746465.470172
  nChanged 33
		SP:Iteration 67Q (18935.960000 sec): 3 clusters
  Score: Raw -3749873.605022 + Penalty 3399.233947 = -3746474.371076
  nChanged 26
		SP:Iteration 68Q (18936.030000 sec): 3 clusters
  Score: Raw -3749880.455305 + Penalty 3399.233947 = -3746481.221359
  nChanged 15
		SP:Iteration 69Q (18936.090000 sec): 3 clusters
  Score: Raw -3749883.863449 + Penalty 3399.233947 = -3746484.629502
  nChanged 11
		SP:Iteration 70Q (18936.150000 sec): 3 clusters
  Score: Raw -3749886.535195 + Penalty 3399.233947 = -3746487.301248
  nChanged 16
		SP:Iteration 71Q (18936.220000 sec): 3 clusters
  Score: Raw -3749889.606198 + Penalty 3399.233947 = -3746490.372251
  nChanged 15
		SP:Iteration 72Q (18936.280000 sec): 3 clusters
  Score: Raw -3749892.377727 + Penalty 3399.233947 = -3746493.143781
  nChanged 9
		SP:Iteration 73Q (18936.350000 sec): 3 clusters
  Score: Raw -3749893.465688 + Penalty 3399.233947 = -3746494.231742
  nChanged 5
		SP:Iteration 74Q (18936.410000 sec): 3 clusters
  Score: Raw -3749894.229537 + Penalty 3399.233947 = -3746494.995590
  nChanged 1
		SP:Iteration 75Q (18936.480000 sec): 3 clusters
  Score: Raw -3749894.399165 + Penalty 3399.233947 = -3746495.165218
  nChanged 0
		SP:Iteration 76F (18936.560000 sec): 3 clusters
  Score: Raw -3749894.399165 + Penalty 3399.233947 = -3746495.165218
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 77 (4350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18936.590000 sec): 2 clusters
  Score: Raw -502223.729652 + Penalty 1361.413808 = -500862.315844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18936.590000 sec): 3 clusters
  Score: Raw -500024.280151 + Penalty 2722.827615 = -497301.452535
  nChanged 1701
		SP:Iteration 1F (18936.610000 sec): 3 clusters
  Score: Raw -501034.726110 + Penalty 2722.827615 = -498311.898495
  nChanged 359
		SP:Iteration 2F (18936.610000 sec): 3 clusters
  Score: Raw -501289.108340 + Penalty 2722.827615 = -498566.280724
  nChanged 272
		SP:Iteration 3F (18936.630000 sec): 3 clusters
  Score: Raw -501466.578237 + Penalty 2722.827615 = -498743.750621
  nChanged 201
		SP:Iteration 4Q (18936.630000 sec): 3 clusters
  Score: Raw -501588.904345 + Penalty 2722.827615 = -498866.076730
  nChanged 162
		SP:Iteration 5Q (18936.650000 sec): 3 clusters
  Score: Raw -501669.955340 + Penalty 2722.827615 = -498947.127725
  nChanged 134
		SP:Iteration 6Q (18936.650000 sec): 3 clusters
  Score: Raw -501731.528065 + Penalty 2722.827615 = -499008.700450
  nChanged 125
		SP:Iteration 7Q (18936.670000 sec): 3 clusters
  Score: Raw -501784.143157 + Penalty 2722.827615 = -499061.315541
  nChanged 83
		SP:Iteration 8Q (18936.670000 sec): 3 clusters
  Score: Raw -501818.218149 + Penalty 2722.827615 = -499095.390534
  nChanged 78
		SP:Iteration 9Q (18936.690000 sec): 3 clusters
  Score: Raw -501852.179598 + Penalty 2722.827615 = -499129.351982
  nChanged 85
		SP:Iteration 10Q (18936.690000 sec): 3 clusters
  Score: Raw -501883.102521 + Penalty 2722.827615 = -499160.274906
  nChanged 66
		SP:Iteration 11Q (18936.710000 sec): 3 clusters
  Score: Raw -501907.448350 + Penalty 2722.827615 = -499184.620735
  nChanged 65
		SP:Iteration 12Q (18936.710000 sec): 3 clusters
  Score: Raw -501930.517686 + Penalty 2722.827615 = -499207.690070
  nChanged 61
		SP:Iteration 13Q (18936.730000 sec): 3 clusters
  Score: Raw -501953.156422 + Penalty 2722.827615 = -499230.328806
  nChanged 57
		SP:Iteration 14Q (18936.730000 sec): 3 clusters
  Score: Raw -501972.389579 + Penalty 2722.827615 = -499249.561964
  nChanged 45
		SP:Iteration 15Q (18936.740000 sec): 3 clusters
  Score: Raw -501986.743021 + Penalty 2722.827615 = -499263.915406
  nChanged 49
		SP:Iteration 16Q (18936.750000 sec): 3 clusters
  Score: Raw -502007.161290 + Penalty 2722.827615 = -499284.333675
  nChanged 56
		SP:Iteration 17Q (18936.760000 sec): 3 clusters
  Score: Raw -502029.462171 + Penalty 2722.827615 = -499306.634556
  nChanged 46
		SP:Iteration 18Q (18936.770000 sec): 3 clusters
  Score: Raw -502046.682411 + Penalty 2722.827615 = -499323.854796
  nChanged 48
		SP:Iteration 19Q (18936.780000 sec): 3 clusters
  Score: Raw -502063.859153 + Penalty 2722.827615 = -499341.031537
  nChanged 34
		SP:Iteration 20F (18936.790000 sec): 3 clusters
  Score: Raw -502075.248361 + Penalty 2722.827615 = -499352.420745
  nChanged 35
		SP:Iteration 21Q (18936.800000 sec): 3 clusters
  Score: Raw -502085.913338 + Penalty 2722.827615 = -499363.085723
  nChanged 23
		SP:Iteration 22Q (18936.810000 sec): 3 clusters
  Score: Raw -502092.595894 + Penalty 2722.827615 = -499369.768279
  nChanged 17
		SP:Iteration 23Q (18936.820000 sec): 3 clusters
  Score: Raw -502098.534349 + Penalty 2722.827615 = -499375.706734
  nChanged 22
		SP:Iteration 24Q (18936.830000 sec): 3 clusters
  Score: Raw -502103.925391 + Penalty 2722.827615 = -499381.097776
  nChanged 15
		SP:Iteration 25Q (18936.840000 sec): 3 clusters
  Score: Raw -502108.202761 + Penalty 2722.827615 = -499385.375146
  nChanged 11
		SP:Iteration 26Q (18936.850000 sec): 3 clusters
  Score: Raw -502110.460197 + Penalty 2722.827615 = -499387.632582
  nChanged 6
		SP:Iteration 27Q (18936.860000 sec): 3 clusters
  Score: Raw -502111.151421 + Penalty 2722.827615 = -499388.323806
  nChanged 2
		SP:Iteration 28Q (18936.870000 sec): 3 clusters
  Score: Raw -502112.075318 + Penalty 2722.827615 = -499389.247703
  nChanged 10
		SP:Iteration 29Q (18936.880000 sec): 3 clusters
  Score: Raw -502114.129089 + Penalty 2722.827615 = -499391.301474
  nChanged 6
		SP:Iteration 30Q (18936.890000 sec): 3 clusters
  Score: Raw -502116.300507 + Penalty 2722.827615 = -499393.472892
  nChanged 8
		SP:Iteration 31Q (18936.900000 sec): 3 clusters
  Score: Raw -502118.849737 + Penalty 2722.827615 = -499396.022122
  nChanged 9
		SP:Iteration 32Q (18936.910000 sec): 3 clusters
  Score: Raw -502120.932286 + Penalty 2722.827615 = -499398.104670
  nChanged 10
		SP:Iteration 33Q (18936.920000 sec): 3 clusters
  Score: Raw -502122.769430 + Penalty 2722.827615 = -499399.941814
  nChanged 8
		SP:Iteration 34Q (18936.930000 sec): 3 clusters
  Score: Raw -502125.233493 + Penalty 2722.827615 = -499402.405878
  nChanged 8
		SP:Iteration 35Q (18936.940000 sec): 3 clusters
  Score: Raw -502127.424828 + Penalty 2722.827615 = -499404.597213
  nChanged 7
		SP:Iteration 36Q (18936.950000 sec): 3 clusters
  Score: Raw -502130.035998 + Penalty 2722.827615 = -499407.208383
  nChanged 11
		SP:Iteration 37Q (18936.960000 sec): 3 clusters
  Score: Raw -502135.863966 + Penalty 2722.827615 = -499413.036351
  nChanged 17
		SP:Iteration 38Q (18936.970000 sec): 3 clusters
  Score: Raw -502140.095585 + Penalty 2722.827615 = -499417.267969
  nChanged 15
		SP:Iteration 39Q (18936.980000 sec): 3 clusters
  Score: Raw -502142.975077 + Penalty 2722.827615 = -499420.147462
  nChanged 11
		SP:Iteration 40F (18936.990000 sec): 3 clusters
  Score: Raw -502145.385286 + Penalty 2722.827615 = -499422.557671
  nChanged 14
		SP:Iteration 41Q (18937.000000 sec): 3 clusters
  Score: Raw -502150.496329 + Penalty 2722.827615 = -499427.668714
  nChanged 16
		SP:Iteration 42Q (18937.010000 sec): 3 clusters
  Score: Raw -502156.687899 + Penalty 2722.827615 = -499433.860284
  nChanged 22
		SP:Iteration 43Q (18937.020000 sec): 3 clusters
  Score: Raw -502163.123772 + Penalty 2722.827615 = -499440.296156
  nChanged 20
		SP:Iteration 44Q (18937.030000 sec): 3 clusters
  Score: Raw -502168.598528 + Penalty 2722.827615 = -499445.770912
  nChanged 15
		SP:Iteration 45Q (18937.040000 sec): 3 clusters
  Score: Raw -502173.463988 + Penalty 2722.827615 = -499450.636373
  nChanged 19
		SP:Iteration 46Q (18937.050000 sec): 3 clusters
  Score: Raw -502178.885763 + Penalty 2722.827615 = -499456.058148
  nChanged 14
		SP:Iteration 47Q (18937.060000 sec): 3 clusters
  Score: Raw -502183.409261 + Penalty 2722.827615 = -499460.581645
  nChanged 13
		SP:Iteration 48Q (18937.070000 sec): 3 clusters
  Score: Raw -502188.478769 + Penalty 2722.827615 = -499465.651154
  nChanged 19
		SP:Iteration 49Q (18937.080000 sec): 3 clusters
  Score: Raw -502194.749738 + Penalty 2722.827615 = -499471.922123
  nChanged 19
		SP:Iteration 50Q (18937.090000 sec): 3 clusters
  Score: Raw -502202.364891 + Penalty 2722.827615 = -499479.537275
  nChanged 27
		SP:Iteration 51Q (18937.090000 sec): 3 clusters
  Score: Raw -502213.229205 + Penalty 2722.827615 = -499490.401590
  nChanged 31
		SP:Iteration 52Q (18937.110000 sec): 3 clusters
  Score: Raw -502224.243470 + Penalty 2722.827615 = -499501.415855
  nChanged 22
		SP:Iteration 53Q (18937.110000 sec): 3 clusters
  Score: Raw -502235.211644 + Penalty 2722.827615 = -499512.384028
  nChanged 32
		SP:Iteration 54Q (18937.130000 sec): 3 clusters
  Score: Raw -502246.730647 + Penalty 2722.827615 = -499523.903031
  nChanged 29
		SP:Iteration 55Q (18937.130000 sec): 3 clusters
  Score: Raw -502257.118061 + Penalty 2722.827615 = -499534.290445
  nChanged 27
		SP:Iteration 56Q (18937.150000 sec): 3 clusters
  Score: Raw -502268.064992 + Penalty 2722.827615 = -499545.237377
  nChanged 30
		SP:Iteration 57Q (18937.150000 sec): 3 clusters
  Score: Raw -502280.470405 + Penalty 2722.827615 = -499557.642790
  nChanged 27
		SP:Iteration 58Q (18937.170000 sec): 3 clusters
  Score: Raw -502289.207481 + Penalty 2722.827615 = -499566.379866
  nChanged 31
		SP:Iteration 59Q (18937.170000 sec): 3 clusters
  Score: Raw -502300.650673 + Penalty 2722.827615 = -499577.823058
  nChanged 26
		SP:Iteration 60F (18937.180000 sec): 3 clusters
  Score: Raw -502312.690742 + Penalty 2722.827615 = -499589.863127
  nChanged 32
		SP:Iteration 61Q (18937.190000 sec): 3 clusters
  Score: Raw -502327.331290 + Penalty 2722.827615 = -499604.503675
  nChanged 34
		SP:Iteration 62Q (18937.200000 sec): 3 clusters
  Score: Raw -502342.103467 + Penalty 2722.827615 = -499619.275852
  nChanged 37
		SP:Iteration 63Q (18937.210000 sec): 3 clusters
  Score: Raw -502359.100837 + Penalty 2722.827615 = -499636.273222
  nChanged 36
		SP:Iteration 64Q (18937.220000 sec): 3 clusters
  Score: Raw -502378.007074 + Penalty 2722.827615 = -499655.179459
  nChanged 38
		SP:Iteration 65Q (18937.230000 sec): 3 clusters
  Score: Raw -502393.173034 + Penalty 2722.827615 = -499670.345419
  nChanged 31
		SP:Iteration 66Q (18937.240000 sec): 3 clusters
  Score: Raw -502409.264447 + Penalty 2722.827615 = -499686.436831
  nChanged 36
		SP:Iteration 67Q (18937.250000 sec): 3 clusters
  Score: Raw -502430.571881 + Penalty 2722.827615 = -499707.744265
  nChanged 41
		SP:Iteration 68Q (18937.260000 sec): 3 clusters
  Score: Raw -502449.095114 + Penalty 2722.827615 = -499726.267499
  nChanged 35
		SP:Iteration 69Q (18937.270000 sec): 3 clusters
  Score: Raw -502473.581538 + Penalty 2722.827615 = -499750.753923
  nChanged 50
		SP:Iteration 70Q (18937.280000 sec): 3 clusters
  Score: Raw -502498.369766 + Penalty 2722.827615 = -499775.542150
  nChanged 49
		SP:Iteration 71Q (18937.290000 sec): 3 clusters
  Score: Raw -502523.003135 + Penalty 2722.827615 = -499800.175519
  nChanged 53
		SP:Iteration 72Q (18937.300000 sec): 3 clusters
  Score: Raw -502549.753817 + Penalty 2722.827615 = -499826.926202
  nChanged 44
		SP:Iteration 73Q (18937.310000 sec): 3 clusters
  Score: Raw -502573.591579 + Penalty 2722.827615 = -499850.763964
  nChanged 43
		SP:Iteration 74Q (18937.310000 sec): 3 clusters
  Score: Raw -502593.103113 + Penalty 2722.827615 = -499870.275498
  nChanged 35
		SP:Iteration 75Q (18937.330000 sec): 3 clusters
  Score: Raw -502606.614569 + Penalty 2722.827615 = -499883.786954
  nChanged 28
		SP:Iteration 76Q (18937.330000 sec): 3 clusters
  Score: Raw -502618.212654 + Penalty 2722.827615 = -499895.385039
  nChanged 27
		SP:Iteration 77Q (18937.340000 sec): 3 clusters
  Score: Raw -502633.040858 + Penalty 2722.827615 = -499910.213242
  nChanged 29
		SP:Iteration 78Q (18937.350000 sec): 3 clusters
  Score: Raw -502645.472816 + Penalty 2722.827615 = -499922.645200
  nChanged 24
		SP:Iteration 79Q (18937.360000 sec): 3 clusters
  Score: Raw -502654.977149 + Penalty 2722.827615 = -499932.149534
  nChanged 23
		SP:Iteration 80F (18937.370000 sec): 3 clusters
  Score: Raw -502668.378522 + Penalty 2722.827615 = -499945.550906
  nChanged 31
		SP:Iteration 81Q (18937.380000 sec): 3 clusters
  Score: Raw -502683.833963 + Penalty 2722.827615 = -499961.006347
  nChanged 31
		SP:Iteration 82Q (18937.390000 sec): 3 clusters
  Score: Raw -502699.291500 + Penalty 2722.827615 = -499976.463885
  nChanged 23
		SP:Iteration 83Q (18937.400000 sec): 3 clusters
  Score: Raw -502709.337342 + Penalty 2722.827615 = -499986.509727
  nChanged 20
		SP:Iteration 84Q (18937.410000 sec): 3 clusters
  Score: Raw -502717.717614 + Penalty 2722.827615 = -499994.889999
  nChanged 16
		SP:Iteration 85Q (18937.410000 sec): 3 clusters
  Score: Raw -502723.382691 + Penalty 2722.827615 = -500000.555076
  nChanged 10
		SP:Iteration 86Q (18937.420000 sec): 3 clusters
  Score: Raw -502727.021090 + Penalty 2722.827615 = -500004.193475
  nChanged 10
		SP:Iteration 87Q (18937.430000 sec): 3 clusters
  Score: Raw -502729.313719 + Penalty 2722.827615 = -500006.486104
  nChanged 7
		SP:Iteration 88Q (18937.440000 sec): 3 clusters
  Score: Raw -502732.148397 + Penalty 2722.827615 = -500009.320782
  nChanged 6
		SP:Iteration 89Q (18937.450000 sec): 3 clusters
  Score: Raw -502733.883036 + Penalty 2722.827615 = -500011.055421
  nChanged 4
		SP:Iteration 90Q (18937.460000 sec): 3 clusters
  Score: Raw -502735.180254 + Penalty 2722.827615 = -500012.352639
  nChanged 3
		SP:Iteration 91Q (18937.470000 sec): 3 clusters
  Score: Raw -502736.603832 + Penalty 2722.827615 = -500013.776216
  nChanged 4
		SP:Iteration 92Q (18937.470000 sec): 3 clusters
  Score: Raw -502738.805035 + Penalty 2722.827615 = -500015.977419
  nChanged 1
		SP:Iteration 93Q (18937.490000 sec): 3 clusters
  Score: Raw -502739.459931 + Penalty 2722.827615 = -500016.632315
  nChanged 6
		SP:Iteration 94Q (18937.490000 sec): 3 clusters
  Score: Raw -502742.166281 + Penalty 2722.827615 = -500019.338666
  nChanged 6
		SP:Iteration 95Q (18937.500000 sec): 3 clusters
  Score: Raw -502744.664511 + Penalty 2722.827615 = -500021.836895
  nChanged 10
		SP:Iteration 96Q (18937.510000 sec): 3 clusters
  Score: Raw -502748.254139 + Penalty 2722.827615 = -500025.426524
  nChanged 7
		SP:Iteration 97Q (18937.520000 sec): 3 clusters
  Score: Raw -502750.273244 + Penalty 2722.827615 = -500027.445629
  nChanged 7
		SP:Iteration 98Q (18937.530000 sec): 3 clusters
  Score: Raw -502752.541617 + Penalty 2722.827615 = -500029.714002
  nChanged 6
		SP:Iteration 99Q (18937.540000 sec): 3 clusters
  Score: Raw -502755.425891 + Penalty 2722.827615 = -500032.598276
  nChanged 9
		SP:Iteration 100F (18937.550000 sec): 3 clusters
  Score: Raw -502759.343430 + Penalty 2722.827615 = -500036.515815
  nChanged 9
		SP:Iteration 101Q (18937.550000 sec): 3 clusters
  Score: Raw -502762.619464 + Penalty 2722.827615 = -500039.791849
  nChanged 7
		SP:Iteration 102Q (18937.560000 sec): 3 clusters
  Score: Raw -502764.559452 + Penalty 2722.827615 = -500041.731837
  nChanged 4
		SP:Iteration 103Q (18937.570000 sec): 3 clusters
  Score: Raw -502765.482374 + Penalty 2722.827615 = -500042.654759
  nChanged 0
		SP:Iteration 104F (18937.580000 sec): 3 clusters
  Score: Raw -502765.482374 + Penalty 2722.827615 = -500042.654759
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 78 (2605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18937.590000 sec): 2 clusters
  Score: Raw -251077.956123 + Penalty 1278.093043 = -249799.863080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18937.600000 sec): 3 clusters
  Score: Raw -249901.586115 + Penalty 2556.186085 = -247345.400030
  nChanged 1012
		SP:Iteration 1F (18937.610000 sec): 3 clusters
  Score: Raw -250666.260875 + Penalty 2556.186085 = -248110.074790
  nChanged 242
		SP:Iteration 2F (18937.610000 sec): 3 clusters
  Score: Raw -250928.997046 + Penalty 2556.186085 = -248372.810960
  nChanged 200
		SP:Iteration 3F (18937.620000 sec): 3 clusters
  Score: Raw -251155.665235 + Penalty 2556.186085 = -248599.479150
  nChanged 164
		SP:Iteration 4F (18937.620000 sec): 3 clusters
  Score: Raw -251304.891014 + Penalty 2556.186085 = -248748.704929
  nChanged 110
		SP:Iteration 5Q (18937.630000 sec): 3 clusters
  Score: Raw -251395.503102 + Penalty 2556.186085 = -248839.317016
  nChanged 96
		SP:Iteration 6Q (18937.630000 sec): 3 clusters
  Score: Raw -251477.731196 + Penalty 2556.186085 = -248921.545111
  nChanged 91
		SP:Iteration 7Q (18937.640000 sec): 3 clusters
  Score: Raw -251562.422247 + Penalty 2556.186085 = -249006.236162
  nChanged 68
		SP:Iteration 8Q (18937.650000 sec): 3 clusters
  Score: Raw -251614.630396 + Penalty 2556.186085 = -249058.444311
  nChanged 56
		SP:Iteration 9Q (18937.650000 sec): 3 clusters
  Score: Raw -251656.410227 + Penalty 2556.186085 = -249100.224142
  nChanged 54
		SP:Iteration 10Q (18937.660000 sec): 3 clusters
  Score: Raw -251702.969534 + Penalty 2556.186085 = -249146.783449
  nChanged 52
		SP:Iteration 11Q (18937.670000 sec): 3 clusters
  Score: Raw -251747.582753 + Penalty 2556.186085 = -249191.396668
  nChanged 55
		SP:Iteration 12Q (18937.670000 sec): 3 clusters
  Score: Raw -251788.159743 + Penalty 2556.186085 = -249231.973658
  nChanged 43
		SP:Iteration 13Q (18937.670000 sec): 3 clusters
  Score: Raw -251820.906943 + Penalty 2556.186085 = -249264.720858
  nChanged 31
		SP:Iteration 14Q (18937.680000 sec): 3 clusters
  Score: Raw -251841.468541 + Penalty 2556.186085 = -249285.282456
  nChanged 32
		SP:Iteration 15Q (18937.690000 sec): 3 clusters
  Score: Raw -251861.662857 + Penalty 2556.186085 = -249305.476772
  nChanged 15
		SP:Iteration 16Q (18937.690000 sec): 3 clusters
  Score: Raw -251871.636907 + Penalty 2556.186085 = -249315.450822
  nChanged 13
		SP:Iteration 17Q (18937.700000 sec): 3 clusters
  Score: Raw -251878.349094 + Penalty 2556.186085 = -249322.163009
  nChanged 12
		SP:Iteration 18Q (18937.700000 sec): 3 clusters
  Score: Raw -251884.291523 + Penalty 2556.186085 = -249328.105438
  nChanged 11
		SP:Iteration 19Q (18937.710000 sec): 3 clusters
  Score: Raw -251891.320533 + Penalty 2556.186085 = -249335.134448
  nChanged 12
		SP:Iteration 20F (18937.710000 sec): 3 clusters
  Score: Raw -251901.408998 + Penalty 2556.186085 = -249345.222913
  nChanged 12
		SP:Iteration 21Q (18937.720000 sec): 3 clusters
  Score: Raw -251906.951686 + Penalty 2556.186085 = -249350.765601
  nChanged 9
		SP:Iteration 22Q (18937.730000 sec): 3 clusters
  Score: Raw -251916.610189 + Penalty 2556.186085 = -249360.424104
  nChanged 12
		SP:Iteration 23Q (18937.730000 sec): 3 clusters
  Score: Raw -251922.286892 + Penalty 2556.186085 = -249366.100807
  nChanged 8
		SP:Iteration 24Q (18937.730000 sec): 3 clusters
  Score: Raw -251926.594602 + Penalty 2556.186085 = -249370.408517
  nChanged 4
		SP:Iteration 25Q (18937.740000 sec): 3 clusters
  Score: Raw -251928.189196 + Penalty 2556.186085 = -249372.003111
  nChanged 4
		SP:Iteration 26Q (18937.750000 sec): 3 clusters
  Score: Raw -251929.223415 + Penalty 2556.186085 = -249373.037330
  nChanged 1
		SP:Iteration 27Q (18937.750000 sec): 3 clusters
  Score: Raw -251929.501736 + Penalty 2556.186085 = -249373.315650
  nChanged 0
		SP:Iteration 28F (18937.760000 sec): 3 clusters
  Score: Raw -251929.501736 + Penalty 2556.186085 = -249373.315650
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 79 (37892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18937.870000 sec): 2 clusters
  Score: Raw -4464619.525933 + Penalty 1713.155484 = -4462906.370449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18937.960000 sec): 3 clusters
  Score: Raw -4440942.956175 + Penalty 3426.310968 = -4437516.645207
  nChanged 17624
		SP:Iteration 1F (18938.050000 sec): 3 clusters
  Score: Raw -4451355.241218 + Penalty 3426.310968 = -4447928.930250
  nChanged 2171
		SP:Iteration 2F (18938.150000 sec): 3 clusters
  Score: Raw -4452437.369550 + Penalty 3426.310968 = -4449011.058582
  nChanged 2572
		SP:Iteration 3F (18938.240000 sec): 3 clusters
  Score: Raw -4453954.141062 + Penalty 3426.310968 = -4450527.830093
  nChanged 2724
		SP:Iteration 4F (18938.330000 sec): 3 clusters
  Score: Raw -4455647.882250 + Penalty 3426.310968 = -4452221.571281
  nChanged 2584
		SP:Iteration 5F (18938.420000 sec): 3 clusters
  Score: Raw -4457271.276663 + Penalty 3426.310968 = -4453844.965695
  nChanged 2390
		SP:Iteration 6F (18938.510000 sec): 3 clusters
  Score: Raw -4458799.678749 + Penalty 3426.310968 = -4455373.367781
  nChanged 2066
		SP:Iteration 7F (18938.610000 sec): 3 clusters
  Score: Raw -4460100.633705 + Penalty 3426.310968 = -4456674.322736
  nChanged 1754
		SP:Iteration 8Q (18938.700000 sec): 3 clusters
  Score: Raw -4461185.461988 + Penalty 3426.310968 = -4457759.151020
  nChanged 1495
		SP:Iteration 9Q (18938.800000 sec): 3 clusters
  Score: Raw -4462118.779347 + Penalty 3426.310968 = -4458692.468379
  nChanged 1211
		SP:Iteration 10Q (18938.890000 sec): 3 clusters
  Score: Raw -4462872.196526 + Penalty 3426.310968 = -4459445.885558
  nChanged 1028
		SP:Iteration 11Q (18938.980000 sec): 3 clusters
  Score: Raw -4463499.662733 + Penalty 3426.310968 = -4460073.351765
  nChanged 753
		SP:Iteration 12Q (18939.080000 sec): 3 clusters
  Score: Raw -4463942.282769 + Penalty 3426.310968 = -4460515.971801
  nChanged 524
		SP:Iteration 13Q (18939.170000 sec): 3 clusters
  Score: Raw -4464244.714028 + Penalty 3426.310968 = -4460818.403060
  nChanged 373
		SP:Iteration 14Q (18939.250000 sec): 3 clusters
  Score: Raw -4464456.143381 + Penalty 3426.310968 = -4461029.832412
  nChanged 276
		SP:Iteration 15Q (18939.340000 sec): 3 clusters
  Score: Raw -4464625.471270 + Penalty 3426.310968 = -4461199.160302
  nChanged 194
		SP:Iteration 16Q (18939.420000 sec): 3 clusters
  Score: Raw -4464740.759819 + Penalty 3426.310968 = -4461314.448850
  nChanged 144
		SP:Iteration 17Q (18939.500000 sec): 3 clusters
  Score: Raw -4464819.894256 + Penalty 3426.310968 = -4461393.583287
  nChanged 81
		SP:Iteration 18Q (18939.570000 sec): 3 clusters
  Score: Raw -4464865.768673 + Penalty 3426.310968 = -4461439.457705
  nChanged 69
		SP:Iteration 19Q (18939.650000 sec): 3 clusters
  Score: Raw -4464900.560963 + Penalty 3426.310968 = -4461474.249995
  nChanged 44
		SP:Iteration 20F (18939.740000 sec): 3 clusters
  Score: Raw -4464924.977064 + Penalty 3426.310968 = -4461498.666095
  nChanged 33
		SP:Iteration 21Q (18939.810000 sec): 3 clusters
  Score: Raw -4464940.271645 + Penalty 3426.310968 = -4461513.960677
  nChanged 31
		SP:Iteration 22Q (18939.890000 sec): 3 clusters
  Score: Raw -4464957.966772 + Penalty 3426.310968 = -4461531.655804
  nChanged 29
		SP:Iteration 23Q (18939.960000 sec): 3 clusters
  Score: Raw -4464973.829129 + Penalty 3426.310968 = -4461547.518161
  nChanged 23
		SP:Iteration 24Q (18940.030000 sec): 3 clusters
  Score: Raw -4464986.955586 + Penalty 3426.310968 = -4461560.644618
  nChanged 22
		SP:Iteration 25Q (18940.100000 sec): 3 clusters
  Score: Raw -4464998.718161 + Penalty 3426.310968 = -4461572.407193
  nChanged 13
		SP:Iteration 26Q (18940.170000 sec): 3 clusters
  Score: Raw -4465005.551823 + Penalty 3426.310968 = -4461579.240854
  nChanged 11
		SP:Iteration 27Q (18940.240000 sec): 3 clusters
  Score: Raw -4465010.957311 + Penalty 3426.310968 = -4461584.646343
  nChanged 11
		SP:Iteration 28Q (18940.310000 sec): 3 clusters
  Score: Raw -4465015.388503 + Penalty 3426.310968 = -4461589.077535
  nChanged 7
		SP:Iteration 29Q (18940.380000 sec): 3 clusters
  Score: Raw -4465018.410525 + Penalty 3426.310968 = -4461592.099557
  nChanged 7
		SP:Iteration 30Q (18940.450000 sec): 3 clusters
  Score: Raw -4465022.509895 + Penalty 3426.310968 = -4461596.198927
  nChanged 3
		SP:Iteration 31Q (18940.510000 sec): 3 clusters
  Score: Raw -4465024.595183 + Penalty 3426.310968 = -4461598.284214
  nChanged 4
		SP:Iteration 32Q (18940.590000 sec): 3 clusters
  Score: Raw -4465026.672184 + Penalty 3426.310968 = -4461600.361215
  nChanged 4
		SP:Iteration 33Q (18940.660000 sec): 3 clusters
  Score: Raw -4465028.780943 + Penalty 3426.310968 = -4461602.469974
  nChanged 4
		SP:Iteration 34Q (18940.730000 sec): 3 clusters
  Score: Raw -4465031.242346 + Penalty 3426.310968 = -4461604.931378
  nChanged 4
		SP:Iteration 35Q (18940.800000 sec): 3 clusters
  Score: Raw -4465034.697520 + Penalty 3426.310968 = -4461608.386551
  nChanged 8
		SP:Iteration 36Q (18940.870000 sec): 3 clusters
  Score: Raw -4465039.628728 + Penalty 3426.310968 = -4461613.317759
  nChanged 10
		SP:Iteration 37Q (18940.930000 sec): 3 clusters
  Score: Raw -4465043.602260 + Penalty 3426.310968 = -4461617.291292
  nChanged 8
		SP:Iteration 38Q (18941.000000 sec): 3 clusters
  Score: Raw -4465046.693287 + Penalty 3426.310968 = -4461620.382319
  nChanged 4
		SP:Iteration 39Q (18941.070000 sec): 3 clusters
  Score: Raw -4465048.398432 + Penalty 3426.310968 = -4461622.087464
  nChanged 3
		SP:Iteration 40F (18941.160000 sec): 3 clusters
  Score: Raw -4465049.602218 + Penalty 3426.310968 = -4461623.291250
  nChanged 2
		SP:Iteration 41Q (18941.230000 sec): 3 clusters
  Score: Raw -4465050.710058 + Penalty 3426.310968 = -4461624.399090
  nChanged 4
		SP:Iteration 42Q (18941.300000 sec): 3 clusters
  Score: Raw -4465052.369012 + Penalty 3426.310968 = -4461626.058044
  nChanged 3
		SP:Iteration 43Q (18941.370000 sec): 3 clusters
  Score: Raw -4465053.376244 + Penalty 3426.310968 = -4461627.065275
  nChanged 4
		SP:Iteration 44Q (18941.440000 sec): 3 clusters
  Score: Raw -4465055.241523 + Penalty 3426.310968 = -4461628.930554
  nChanged 3
		SP:Iteration 45Q (18941.510000 sec): 3 clusters
  Score: Raw -4465056.111431 + Penalty 3426.310968 = -4461629.800463
  nChanged 2
		SP:Iteration 46Q (18941.570000 sec): 3 clusters
  Score: Raw -4465056.903529 + Penalty 3426.310968 = -4461630.592561
  nChanged 5
		SP:Iteration 47Q (18941.640000 sec): 3 clusters
  Score: Raw -4465058.098728 + Penalty 3426.310968 = -4461631.787759
  nChanged 1
		SP:Iteration 48Q (18941.710000 sec): 3 clusters
  Score: Raw -4465058.560997 + Penalty 3426.310968 = -4461632.250029
  nChanged 1
		SP:Iteration 49Q (18941.780000 sec): 3 clusters
  Score: Raw -4465058.766220 + Penalty 3426.310968 = -4461632.455252
  nChanged 0
		SP:Iteration 50F (18941.870000 sec): 3 clusters
  Score: Raw -4465058.766220 + Penalty 3426.310968 = -4461632.455252
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 80 (678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18941.890000 sec): 2 clusters
  Score: Raw -71850.205428 + Penalty 1059.361434 = -70790.843993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18941.890000 sec): 3 clusters
  Score: Raw -71701.971745 + Penalty 2118.722869 = -69583.248876
  nChanged 179
		SP:Iteration 1F (18941.890000 sec): 3 clusters
  Score: Raw -71915.625157 + Penalty 2118.722869 = -69796.902288
  nChanged 56
		SP:Iteration 2F (18941.900000 sec): 3 clusters
  Score: Raw -72000.059012 + Penalty 2118.722869 = -69881.336144
  nChanged 23
		SP:Iteration 3Q (18941.900000 sec): 3 clusters
  Score: Raw -72033.763873 + Penalty 2118.722869 = -69915.041004
  nChanged 15
		SP:Iteration 4Q (18941.900000 sec): 3 clusters
  Score: Raw -72055.309502 + Penalty 2118.722869 = -69936.586634
  nChanged 14
		SP:Iteration 5Q (18941.900000 sec): 3 clusters
  Score: Raw -72072.914915 + Penalty 2118.722869 = -69954.192047
  nChanged 10
		SP:Iteration 6Q (18941.900000 sec): 3 clusters
  Score: Raw -72081.281228 + Penalty 2118.722869 = -69962.558359
  nChanged 4
		SP:Iteration 7Q (18941.910000 sec): 3 clusters
  Score: Raw -72092.122406 + Penalty 2118.722869 = -69973.399538
  nChanged 7
		SP:Iteration 8Q (18941.910000 sec): 3 clusters
  Score: Raw -72106.144362 + Penalty 2118.722869 = -69987.421493
  nChanged 6
		SP:Iteration 9Q (18941.910000 sec): 3 clusters
  Score: Raw -72113.307293 + Penalty 2118.722869 = -69994.584424
  nChanged 6
		SP:Iteration 10Q (18941.910000 sec): 3 clusters
  Score: Raw -72123.962354 + Penalty 2118.722869 = -70005.239485
  nChanged 3
		SP:Iteration 11Q (18941.910000 sec): 3 clusters
  Score: Raw -72130.837660 + Penalty 2118.722869 = -70012.114792
  nChanged 6
		SP:Iteration 12Q (18941.910000 sec): 3 clusters
  Score: Raw -72139.234622 + Penalty 2118.722869 = -70020.511753
  nChanged 11
		SP:Iteration 13Q (18941.910000 sec): 3 clusters
  Score: Raw -72159.769086 + Penalty 2118.722869 = -70041.046218
  nChanged 13
		SP:Iteration 14Q (18941.910000 sec): 3 clusters
  Score: Raw -72185.648403 + Penalty 2118.722869 = -70066.925534
  nChanged 15
		SP:Iteration 15Q (18941.920000 sec): 3 clusters
  Score: Raw -72218.745408 + Penalty 2118.722869 = -70100.022540
  nChanged 17
		SP:Iteration 16Q (18941.920000 sec): 3 clusters
  Score: Raw -72278.806913 + Penalty 2118.722869 = -70160.084045
  nChanged 19
		SP:Iteration 17Q (18941.920000 sec): 3 clusters
  Score: Raw -72320.059169 + Penalty 2118.722869 = -70201.336300
  nChanged 11
		SP:Iteration 18Q (18941.920000 sec): 3 clusters
  Score: Raw -72346.051408 + Penalty 2118.722869 = -70227.328539
  nChanged 13
		SP:Iteration 19Q (18941.920000 sec): 3 clusters
  Score: Raw -72379.894673 + Penalty 2118.722869 = -70261.171804
  nChanged 10
		SP:Iteration 20F (18941.930000 sec): 3 clusters
  Score: Raw -72396.612660 + Penalty 2118.722869 = -70277.889792
  nChanged 4
		SP:Iteration 21Q (18941.930000 sec): 3 clusters
  Score: Raw -72401.811372 + Penalty 2118.722869 = -70283.088503
  nChanged 4
		SP:Iteration 22Q (18941.930000 sec): 3 clusters
  Score: Raw -72406.377457 + Penalty 2118.722869 = -70287.654589
  nChanged 1
		SP:Iteration 23Q (18941.930000 sec): 3 clusters
  Score: Raw -72408.213155 + Penalty 2118.722869 = -70289.490286
  nChanged 0
		SP:Iteration 24F (18941.930000 sec): 3 clusters
  Score: Raw -72408.213155 + Penalty 2118.722869 = -70289.490286
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 81 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18941.930000 sec): 2 clusters
  Score: Raw -15923.652376 + Penalty 832.644147 = -15091.008229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18941.930000 sec): 3 clusters
  Score: Raw -16119.042835 + Penalty 1665.288293 = -14453.754542
  nChanged 23
		SP:Iteration 1F (18941.940000 sec): 3 clusters
  Score: Raw -16193.604639 + Penalty 1665.288293 = -14528.316345
  nChanged 12
		SP:Iteration 2F (18941.940000 sec): 3 clusters
  Score: Raw -16240.003949 + Penalty 1665.288293 = -14574.715656
  nChanged 7
		SP:Iteration 3Q (18941.940000 sec): 3 clusters
  Score: Raw -16259.927774 + Penalty 1665.288293 = -14594.639481
  nChanged 4
		SP:Iteration 4Q (18941.940000 sec): 3 clusters
  Score: Raw -16269.296070 + Penalty 1665.288293 = -14604.007776
  nChanged 4
		SP:Iteration 5Q (18941.940000 sec): 3 clusters
  Score: Raw -16296.183664 + Penalty 1665.288293 = -14630.895371
  nChanged 1
		SP:Iteration 6Q (18941.940000 sec): 3 clusters
  Score: Raw -16313.983889 + Penalty 1665.288293 = -14648.695596
  nChanged 0
		SP:Iteration 7F (18941.940000 sec): 3 clusters
  Score: Raw -16313.983889 + Penalty 1665.288293 = -14648.695596
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 82 (1008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18941.950000 sec): 2 clusters
  Score: Raw -109526.596417 + Penalty 1123.805060 = -108402.791357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18941.950000 sec): 3 clusters
  Score: Raw -109199.563643 + Penalty 2247.610121 = -106951.953522
  nChanged 274
		SP:Iteration 1F (18941.950000 sec): 3 clusters
  Score: Raw -109428.543788 + Penalty 2247.610121 = -107180.933667
  nChanged 76
		SP:Iteration 2F (18941.950000 sec): 3 clusters
  Score: Raw -109496.888629 + Penalty 2247.610121 = -107249.278508
  nChanged 35
		SP:Iteration 3Q (18941.950000 sec): 3 clusters
  Score: Raw -109527.084948 + Penalty 2247.610121 = -107279.474827
  nChanged 25
		SP:Iteration 4Q (18941.960000 sec): 3 clusters
  Score: Raw -109548.888661 + Penalty 2247.610121 = -107301.278540
  nChanged 15
		SP:Iteration 5Q (18941.960000 sec): 3 clusters
  Score: Raw -109564.329648 + Penalty 2247.610121 = -107316.719527
  nChanged 10
		SP:Iteration 6Q (18941.960000 sec): 3 clusters
  Score: Raw -109574.022082 + Penalty 2247.610121 = -107326.411961
  nChanged 10
		SP:Iteration 7Q (18941.960000 sec): 3 clusters
  Score: Raw -109581.851448 + Penalty 2247.610121 = -107334.241327
  nChanged 8
		SP:Iteration 8Q (18941.970000 sec): 3 clusters
  Score: Raw -109589.447914 + Penalty 2247.610121 = -107341.837793
  nChanged 6
		SP:Iteration 9Q (18941.970000 sec): 3 clusters
  Score: Raw -109594.663433 + Penalty 2247.610121 = -107347.053312
  nChanged 7
		SP:Iteration 10Q (18941.970000 sec): 3 clusters
  Score: Raw -109603.716108 + Penalty 2247.610121 = -107356.105988
  nChanged 7
		SP:Iteration 11Q (18941.970000 sec): 3 clusters
  Score: Raw -109610.110309 + Penalty 2247.610121 = -107362.500188
  nChanged 4
		SP:Iteration 12Q (18941.970000 sec): 3 clusters
  Score: Raw -109612.216199 + Penalty 2247.610121 = -107364.606078
  nChanged 5
		SP:Iteration 13Q (18941.980000 sec): 3 clusters
  Score: Raw -109616.255244 + Penalty 2247.610121 = -107368.645123
  nChanged 5
		SP:Iteration 14Q (18941.980000 sec): 3 clusters
  Score: Raw -109623.508793 + Penalty 2247.610121 = -107375.898673
  nChanged 7
		SP:Iteration 15Q (18941.980000 sec): 3 clusters
  Score: Raw -109632.650339 + Penalty 2247.610121 = -107385.040218
  nChanged 10
		SP:Iteration 16Q (18941.990000 sec): 3 clusters
  Score: Raw -109641.419567 + Penalty 2247.610121 = -107393.809447
  nChanged 5
		SP:Iteration 17Q (18941.990000 sec): 3 clusters
  Score: Raw -109645.818389 + Penalty 2247.610121 = -107398.208268
  nChanged 3
		SP:Iteration 18Q (18941.990000 sec): 3 clusters
  Score: Raw -109648.789034 + Penalty 2247.610121 = -107401.178914
  nChanged 4
		SP:Iteration 19Q (18941.990000 sec): 3 clusters
  Score: Raw -109654.119523 + Penalty 2247.610121 = -107406.509402
  nChanged 4
		SP:Iteration 20F (18941.990000 sec): 3 clusters
  Score: Raw -109656.409275 + Penalty 2247.610121 = -107408.799154
  nChanged 3
		SP:Iteration 21Q (18942.000000 sec): 3 clusters
  Score: Raw -109660.051368 + Penalty 2247.610121 = -107412.441248
  nChanged 7
		SP:Iteration 22Q (18942.000000 sec): 3 clusters
  Score: Raw -109664.980697 + Penalty 2247.610121 = -107417.370576
  nChanged 3
		SP:Iteration 23Q (18942.000000 sec): 3 clusters
  Score: Raw -109666.535422 + Penalty 2247.610121 = -107418.925302
  nChanged 1
		SP:Iteration 24Q (18942.000000 sec): 3 clusters
  Score: Raw -109668.914424 + Penalty 2247.610121 = -107421.304304
  nChanged 4
		SP:Iteration 25Q (18942.010000 sec): 3 clusters
  Score: Raw -109670.712694 + Penalty 2247.610121 = -107423.102573
  nChanged 1
		SP:Iteration 26Q (18942.010000 sec): 3 clusters
  Score: Raw -109671.549628 + Penalty 2247.610121 = -107423.939507
  nChanged 3
		SP:Iteration 27Q (18942.010000 sec): 3 clusters
  Score: Raw -109675.117142 + Penalty 2247.610121 = -107427.507021
  nChanged 3
		SP:Iteration 28Q (18942.010000 sec): 3 clusters
  Score: Raw -109676.682737 + Penalty 2247.610121 = -107429.072616
  nChanged 0
		SP:Iteration 29F (18942.010000 sec): 3 clusters
  Score: Raw -109676.682737 + Penalty 2247.610121 = -107429.072616
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 83 (5112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18942.030000 sec): 2 clusters
  Score: Raw -580942.555795 + Penalty 1387.643724 = -579554.912070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18942.050000 sec): 3 clusters
  Score: Raw -578244.471562 + Penalty 2775.287449 = -575469.184113
  nChanged 2077
		SP:Iteration 1F (18942.060000 sec): 3 clusters
  Score: Raw -579340.852174 + Penalty 2775.287449 = -576565.564725
  nChanged 337
		SP:Iteration 2F (18942.070000 sec): 3 clusters
  Score: Raw -579512.068371 + Penalty 2775.287449 = -576736.780922
  nChanged 257
		SP:Iteration 3F (18942.080000 sec): 3 clusters
  Score: Raw -579638.185934 + Penalty 2775.287449 = -576862.898485
  nChanged 206
		SP:Iteration 4Q (18942.090000 sec): 3 clusters
  Score: Raw -579726.006467 + Penalty 2775.287449 = -576950.719018
  nChanged 173
		SP:Iteration 5Q (18942.110000 sec): 3 clusters
  Score: Raw -579805.464667 + Penalty 2775.287449 = -577030.177219
  nChanged 152
		SP:Iteration 6Q (18942.120000 sec): 3 clusters
  Score: Raw -579873.520226 + Penalty 2775.287449 = -577098.232778
  nChanged 126
		SP:Iteration 7Q (18942.130000 sec): 3 clusters
  Score: Raw -579925.868973 + Penalty 2775.287449 = -577150.581524
  nChanged 129
		SP:Iteration 8Q (18942.140000 sec): 3 clusters
  Score: Raw -579985.494598 + Penalty 2775.287449 = -577210.207150
  nChanged 113
		SP:Iteration 9Q (18942.150000 sec): 3 clusters
  Score: Raw -580043.560227 + Penalty 2775.287449 = -577268.272778
  nChanged 120
		SP:Iteration 10Q (18942.160000 sec): 3 clusters
  Score: Raw -580105.239506 + Penalty 2775.287449 = -577329.952057
  nChanged 125
		SP:Iteration 11Q (18942.170000 sec): 3 clusters
  Score: Raw -580176.676403 + Penalty 2775.287449 = -577401.388954
  nChanged 131
		SP:Iteration 12Q (18942.190000 sec): 3 clusters
  Score: Raw -580252.976637 + Penalty 2775.287449 = -577477.689188
  nChanged 150
		SP:Iteration 13Q (18942.200000 sec): 3 clusters
  Score: Raw -580342.491217 + Penalty 2775.287449 = -577567.203768
  nChanged 144
		SP:Iteration 14Q (18942.210000 sec): 3 clusters
  Score: Raw -580439.117345 + Penalty 2775.287449 = -577663.829897
  nChanged 148
		SP:Iteration 15Q (18942.220000 sec): 3 clusters
  Score: Raw -580536.941919 + Penalty 2775.287449 = -577761.654471
  nChanged 137
		SP:Iteration 16Q (18942.230000 sec): 3 clusters
  Score: Raw -580626.768773 + Penalty 2775.287449 = -577851.481324
  nChanged 134
		SP:Iteration 17Q (18942.250000 sec): 3 clusters
  Score: Raw -580737.067012 + Penalty 2775.287449 = -577961.779563
  nChanged 134
		SP:Iteration 18Q (18942.260000 sec): 3 clusters
  Score: Raw -580839.561253 + Penalty 2775.287449 = -578064.273804
  nChanged 102
		SP:Iteration 19Q (18942.270000 sec): 3 clusters
  Score: Raw -580911.875249 + Penalty 2775.287449 = -578136.587800
  nChanged 84
		SP:Iteration 20F (18942.280000 sec): 3 clusters
  Score: Raw -580969.646794 + Penalty 2775.287449 = -578194.359345
  nChanged 75
		SP:Iteration 21Q (18942.290000 sec): 3 clusters
  Score: Raw -581023.170132 + Penalty 2775.287449 = -578247.882683
  nChanged 61
		SP:Iteration 22Q (18942.300000 sec): 3 clusters
  Score: Raw -581066.801295 + Penalty 2775.287449 = -578291.513847
  nChanged 54
		SP:Iteration 23Q (18942.310000 sec): 3 clusters
  Score: Raw -581102.745282 + Penalty 2775.287449 = -578327.457833
  nChanged 46
		SP:Iteration 24Q (18942.320000 sec): 3 clusters
  Score: Raw -581132.705761 + Penalty 2775.287449 = -578357.418312
  nChanged 40
		SP:Iteration 25Q (18942.330000 sec): 3 clusters
  Score: Raw -581159.928061 + Penalty 2775.287449 = -578384.640612
  nChanged 51
		SP:Iteration 26Q (18942.340000 sec): 3 clusters
  Score: Raw -581198.193331 + Penalty 2775.287449 = -578422.905882
  nChanged 34
		SP:Iteration 27Q (18942.350000 sec): 3 clusters
  Score: Raw -581227.616528 + Penalty 2775.287449 = -578452.329079
  nChanged 35
		SP:Iteration 28Q (18942.360000 sec): 3 clusters
  Score: Raw -581265.059268 + Penalty 2775.287449 = -578489.771820
  nChanged 37
		SP:Iteration 29Q (18942.370000 sec): 3 clusters
  Score: Raw -581290.890610 + Penalty 2775.287449 = -578515.603161
  nChanged 30
		SP:Iteration 30Q (18942.380000 sec): 3 clusters
  Score: Raw -581319.503635 + Penalty 2775.287449 = -578544.216186
  nChanged 31
		SP:Iteration 31Q (18942.390000 sec): 3 clusters
  Score: Raw -581352.170188 + Penalty 2775.287449 = -578576.882739
  nChanged 31
		SP:Iteration 32Q (18942.400000 sec): 3 clusters
  Score: Raw -581381.154231 + Penalty 2775.287449 = -578605.866782
  nChanged 24
		SP:Iteration 33Q (18942.410000 sec): 3 clusters
  Score: Raw -581401.801061 + Penalty 2775.287449 = -578626.513612
  nChanged 12
		SP:Iteration 34Q (18942.420000 sec): 3 clusters
  Score: Raw -581412.846045 + Penalty 2775.287449 = -578637.558596
  nChanged 10
		SP:Iteration 35Q (18942.430000 sec): 3 clusters
  Score: Raw -581420.643052 + Penalty 2775.287449 = -578645.355603
  nChanged 8
		SP:Iteration 36Q (18942.440000 sec): 3 clusters
  Score: Raw -581424.162840 + Penalty 2775.287449 = -578648.875391
  nChanged 3
		SP:Iteration 37Q (18942.450000 sec): 3 clusters
  Score: Raw -581425.875377 + Penalty 2775.287449 = -578650.587928
  nChanged 3
		SP:Iteration 38Q (18942.450000 sec): 3 clusters
  Score: Raw -581427.741867 + Penalty 2775.287449 = -578652.454418
  nChanged 4
		SP:Iteration 39Q (18942.460000 sec): 3 clusters
  Score: Raw -581429.410870 + Penalty 2775.287449 = -578654.123422
  nChanged 1
		SP:Iteration 40F (18942.470000 sec): 3 clusters
  Score: Raw -581429.800992 + Penalty 2775.287449 = -578654.513543
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 84 (318184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18943.350000 sec): 2 clusters
  Score: Raw -36905567.940834 + Penalty 2058.937581 = -36903509.003253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18944.160000 sec): 3 clusters
  Score: Raw -36693049.109311 + Penalty 4117.875161 = -36688931.234150
  nChanged 155308
		SP:Iteration 1F (18944.960000 sec): 3 clusters
  Score: Raw -36788107.301366 + Penalty 4117.875161 = -36783989.426205
  nChanged 11242
		SP:Iteration 2Q (18945.770000 sec): 3 clusters
  Score: Raw -36792065.948571 + Penalty 4117.875161 = -36787948.073410
  nChanged 14913
		SP:Iteration 3Q (18946.590000 sec): 3 clusters
  Score: Raw -36799188.809642 + Penalty 4117.875161 = -36795070.934481
  nChanged 20029
		SP:Iteration 4F (18947.390000 sec): 3 clusters
  Score: Raw -36811919.217569 + Penalty 4117.875161 = -36807801.342408
  nChanged 26013
		SP:Iteration 5F (18948.180000 sec): 3 clusters
  Score: Raw -36832864.021795 + Penalty 4117.875161 = -36828746.146634
  nChanged 28319
		SP:Iteration 6F (18948.980000 sec): 3 clusters
  Score: Raw -36859155.670284 + Penalty 4117.875161 = -36855037.795123
  nChanged 23845
		SP:Iteration 7F (18949.770000 sec): 3 clusters
  Score: Raw -36882591.021463 + Penalty 4117.875161 = -36878473.146302
  nChanged 14900
		SP:Iteration 8Q (18950.510000 sec): 3 clusters
  Score: Raw -36897109.248477 + Penalty 4117.875161 = -36892991.373316
  nChanged 6515
		SP:Iteration 9Q (18951.180000 sec): 3 clusters
  Score: Raw -36903145.435421 + Penalty 4117.875161 = -36899027.560260
  nChanged 2118
		SP:Iteration 10Q (18951.770000 sec): 3 clusters
  Score: Raw -36905042.074247 + Penalty 4117.875161 = -36900924.199086
  nChanged 564
		SP:Iteration 11Q (18952.340000 sec): 3 clusters
  Score: Raw -36905574.020713 + Penalty 4117.875161 = -36901456.145552
  nChanged 124
		SP:Iteration 12Q (18952.880000 sec): 3 clusters
  Score: Raw -36905710.480832 + Penalty 4117.875161 = -36901592.605671
  nChanged 37
		SP:Iteration 13Q (18953.420000 sec): 3 clusters
  Score: Raw -36905759.661637 + Penalty 4117.875161 = -36901641.786476
  nChanged 16
		SP:Iteration 14Q (18953.960000 sec): 3 clusters
  Score: Raw -36905780.276770 + Penalty 4117.875161 = -36901662.401609
  nChanged 9
		SP:Iteration 15Q (18954.510000 sec): 3 clusters
  Score: Raw -36905790.370929 + Penalty 4117.875161 = -36901672.495768
  nChanged 5
		SP:Iteration 16Q (18955.050000 sec): 3 clusters
  Score: Raw -36905800.206536 + Penalty 4117.875161 = -36901682.331375
  nChanged 6
		SP:Iteration 17Q (18955.590000 sec): 3 clusters
  Score: Raw -36905809.992911 + Penalty 4117.875161 = -36901692.117750
  nChanged 3
		SP:Iteration 18Q (18956.140000 sec): 3 clusters
  Score: Raw -36905813.814626 + Penalty 4117.875161 = -36901695.939465
  nChanged 3
		SP:Iteration 19Q (18956.680000 sec): 3 clusters
  Score: Raw -36905821.763089 + Penalty 4117.875161 = -36901703.887928
  nChanged 6
		SP:Iteration 20F (18957.460000 sec): 3 clusters
  Score: Raw -36905826.803499 + Penalty 4117.875161 = -36901708.928338
  nChanged 2
		SP:Iteration 21Q (18958.000000 sec): 3 clusters
  Score: Raw -36905829.227289 + Penalty 4117.875161 = -36901711.352128
  nChanged 0
		SP:Iteration 22F (18958.770000 sec): 3 clusters
  Score: Raw -36905829.227289 + Penalty 4117.875161 = -36901711.352128
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 85 (907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18958.920000 sec): 2 clusters
  Score: Raw -101105.717707 + Penalty 1106.648148 = -99999.069558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18958.920000 sec): 3 clusters
  Score: Raw -100804.041779 + Penalty 2213.296296 = -98590.745482
  nChanged 264
		SP:Iteration 1F (18958.920000 sec): 3 clusters
  Score: Raw -101060.489385 + Penalty 2213.296296 = -98847.193088
  nChanged 67
		SP:Iteration 2F (18958.930000 sec): 3 clusters
  Score: Raw -101126.156492 + Penalty 2213.296296 = -98912.860195
  nChanged 30
		SP:Iteration 3Q (18958.930000 sec): 3 clusters
  Score: Raw -101154.222097 + Penalty 2213.296296 = -98940.925801
  nChanged 16
		SP:Iteration 4Q (18958.930000 sec): 3 clusters
  Score: Raw -101169.157697 + Penalty 2213.296296 = -98955.861401
  nChanged 8
		SP:Iteration 5Q (18958.930000 sec): 3 clusters
  Score: Raw -101177.579864 + Penalty 2213.296296 = -98964.283568
  nChanged 7
		SP:Iteration 6Q (18958.930000 sec): 3 clusters
  Score: Raw -101183.072095 + Penalty 2213.296296 = -98969.775799
  nChanged 5
		SP:Iteration 7Q (18958.930000 sec): 3 clusters
  Score: Raw -101188.465754 + Penalty 2213.296296 = -98975.169458
  nChanged 3
		SP:Iteration 8Q (18958.930000 sec): 3 clusters
  Score: Raw -101192.117252 + Penalty 2213.296296 = -98978.820956
  nChanged 5
		SP:Iteration 9Q (18958.930000 sec): 3 clusters
  Score: Raw -101197.086078 + Penalty 2213.296296 = -98983.789782
  nChanged 7
		SP:Iteration 10Q (18958.940000 sec): 3 clusters
  Score: Raw -101204.105471 + Penalty 2213.296296 = -98990.809175
  nChanged 3
		SP:Iteration 11Q (18958.940000 sec): 3 clusters
  Score: Raw -101206.188099 + Penalty 2213.296296 = -98992.891803
  nChanged 3
		SP:Iteration 12Q (18958.940000 sec): 3 clusters
  Score: Raw -101208.918532 + Penalty 2213.296296 = -98995.622235
  nChanged 4
		SP:Iteration 13Q (18958.940000 sec): 3 clusters
  Score: Raw -101213.674980 + Penalty 2213.296296 = -99000.378684
  nChanged 2
		SP:Iteration 14Q (18958.950000 sec): 3 clusters
  Score: Raw -101214.948105 + Penalty 2213.296296 = -99001.651808
  nChanged 1
		SP:Iteration 15Q (18958.950000 sec): 3 clusters
  Score: Raw -101215.775019 + Penalty 2213.296296 = -99002.478723
  nChanged 1
		SP:Iteration 16Q (18958.950000 sec): 3 clusters
  Score: Raw -101216.872007 + Penalty 2213.296296 = -99003.575710
  nChanged 0
		SP:Iteration 17F (18958.950000 sec): 3 clusters
  Score: Raw -101216.872007 + Penalty 2213.296296 = -99003.575710
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 86 (1187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18958.960000 sec): 2 clusters
  Score: Raw -123071.264253 + Penalty 1150.367464 = -121920.896788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18958.960000 sec): 3 clusters
  Score: Raw -122631.331765 + Penalty 2300.734928 = -120330.596837
  nChanged 387
		SP:Iteration 1F (18958.970000 sec): 3 clusters
  Score: Raw -122954.894252 + Penalty 2300.734928 = -120654.159324
  nChanged 101
		SP:Iteration 2F (18958.970000 sec): 3 clusters
  Score: Raw -123058.120624 + Penalty 2300.734928 = -120757.385696
  nChanged 60
		SP:Iteration 3F (18958.970000 sec): 3 clusters
  Score: Raw -123123.454431 + Penalty 2300.734928 = -120822.719503
  nChanged 57
		SP:Iteration 4Q (18958.970000 sec): 3 clusters
  Score: Raw -123193.787441 + Penalty 2300.734928 = -120893.052513
  nChanged 49
		SP:Iteration 5Q (18958.970000 sec): 3 clusters
  Score: Raw -123256.091553 + Penalty 2300.734928 = -120955.356625
  nChanged 42
		SP:Iteration 6Q (18958.980000 sec): 3 clusters
  Score: Raw -123301.446689 + Penalty 2300.734928 = -121000.711760
  nChanged 28
		SP:Iteration 7Q (18958.980000 sec): 3 clusters
  Score: Raw -123332.220452 + Penalty 2300.734928 = -121031.485524
  nChanged 30
		SP:Iteration 8Q (18958.980000 sec): 3 clusters
  Score: Raw -123372.925423 + Penalty 2300.734928 = -121072.190495
  nChanged 31
		SP:Iteration 9Q (18958.990000 sec): 3 clusters
  Score: Raw -123412.577062 + Penalty 2300.734928 = -121111.842134
  nChanged 27
		SP:Iteration 10Q (18958.990000 sec): 3 clusters
  Score: Raw -123447.374961 + Penalty 2300.734928 = -121146.640033
  nChanged 33
		SP:Iteration 11Q (18958.990000 sec): 3 clusters
  Score: Raw -123491.806153 + Penalty 2300.734928 = -121191.071224
  nChanged 28
		SP:Iteration 12Q (18958.990000 sec): 3 clusters
  Score: Raw -123527.995893 + Penalty 2300.734928 = -121227.260965
  nChanged 16
		SP:Iteration 13Q (18959.000000 sec): 3 clusters
  Score: Raw -123555.523312 + Penalty 2300.734928 = -121254.788384
  nChanged 19
		SP:Iteration 14Q (18959.000000 sec): 3 clusters
  Score: Raw -123579.133137 + Penalty 2300.734928 = -121278.398208
  nChanged 10
		SP:Iteration 15Q (18959.000000 sec): 3 clusters
  Score: Raw -123586.323763 + Penalty 2300.734928 = -121285.588835
  nChanged 6
		SP:Iteration 16Q (18959.000000 sec): 3 clusters
  Score: Raw -123595.236716 + Penalty 2300.734928 = -121294.501788
  nChanged 10
		SP:Iteration 17Q (18959.010000 sec): 3 clusters
  Score: Raw -123610.294420 + Penalty 2300.734928 = -121309.559491
  nChanged 13
		SP:Iteration 18Q (18959.010000 sec): 3 clusters
  Score: Raw -123632.010822 + Penalty 2300.734928 = -121331.275894
  nChanged 18
		SP:Iteration 19Q (18959.010000 sec): 3 clusters
  Score: Raw -123669.060431 + Penalty 2300.734928 = -121368.325503
  nChanged 20
		SP:Iteration 20F (18959.010000 sec): 3 clusters
  Score: Raw -123714.459782 + Penalty 2300.734928 = -121413.724854
  nChanged 27
		SP:Iteration 21Q (18959.020000 sec): 3 clusters
  Score: Raw -123791.269527 + Penalty 2300.734928 = -121490.534599
  nChanged 27
		SP:Iteration 22Q (18959.020000 sec): 3 clusters
  Score: Raw -123854.154691 + Penalty 2300.734928 = -121553.419762
  nChanged 20
		SP:Iteration 23Q (18959.020000 sec): 3 clusters
  Score: Raw -123900.485845 + Penalty 2300.734928 = -121599.750917
  nChanged 15
		SP:Iteration 24Q (18959.020000 sec): 3 clusters
  Score: Raw -123927.992839 + Penalty 2300.734928 = -121627.257911
  nChanged 11
		SP:Iteration 25Q (18959.030000 sec): 3 clusters
  Score: Raw -123949.655822 + Penalty 2300.734928 = -121648.920893
  nChanged 9
		SP:Iteration 26Q (18959.030000 sec): 3 clusters
  Score: Raw -123966.471041 + Penalty 2300.734928 = -121665.736113
  nChanged 5
		SP:Iteration 27Q (18959.030000 sec): 3 clusters
  Score: Raw -123974.201467 + Penalty 2300.734928 = -121673.466538
  nChanged 4
		SP:Iteration 28Q (18959.030000 sec): 3 clusters
  Score: Raw -123977.853592 + Penalty 2300.734928 = -121677.118664
  nChanged 0
		SP:Iteration 29F (18959.030000 sec): 3 clusters
  Score: Raw -123977.853592 + Penalty 2300.734928 = -121677.118664
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 87 (790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18959.040000 sec): 2 clusters
  Score: Raw -81511.699128 + Penalty 1084.205354 = -80427.493775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18959.040000 sec): 3 clusters
  Score: Raw -81336.316499 + Penalty 2168.410707 = -79167.905791
  nChanged 200
		SP:Iteration 1F (18959.040000 sec): 3 clusters
  Score: Raw -81534.264939 + Penalty 2168.410707 = -79365.854231
  nChanged 51
		SP:Iteration 2F (18959.050000 sec): 3 clusters
  Score: Raw -81600.709308 + Penalty 2168.410707 = -79432.298601
  nChanged 35
		SP:Iteration 3Q (18959.050000 sec): 3 clusters
  Score: Raw -81649.094605 + Penalty 2168.410707 = -79480.683898
  nChanged 27
		SP:Iteration 4Q (18959.050000 sec): 3 clusters
  Score: Raw -81675.717594 + Penalty 2168.410707 = -79507.306886
  nChanged 16
		SP:Iteration 5Q (18959.050000 sec): 3 clusters
  Score: Raw -81692.514693 + Penalty 2168.410707 = -79524.103985
  nChanged 17
		SP:Iteration 6Q (18959.050000 sec): 3 clusters
  Score: Raw -81713.240050 + Penalty 2168.410707 = -79544.829342
  nChanged 13
		SP:Iteration 7Q (18959.050000 sec): 3 clusters
  Score: Raw -81724.785739 + Penalty 2168.410707 = -79556.375032
  nChanged 6
		SP:Iteration 8Q (18959.060000 sec): 3 clusters
  Score: Raw -81728.894258 + Penalty 2168.410707 = -79560.483551
  nChanged 5
		SP:Iteration 9Q (18959.060000 sec): 3 clusters
  Score: Raw -81733.031049 + Penalty 2168.410707 = -79564.620342
  nChanged 2
		SP:Iteration 10Q (18959.060000 sec): 3 clusters
  Score: Raw -81734.961316 + Penalty 2168.410707 = -79566.550608
  nChanged 4
		SP:Iteration 11Q (18959.060000 sec): 3 clusters
  Score: Raw -81739.954975 + Penalty 2168.410707 = -79571.544267
  nChanged 4
		SP:Iteration 12Q (18959.060000 sec): 3 clusters
  Score: Raw -81745.478574 + Penalty 2168.410707 = -79577.067867
  nChanged 2
		SP:Iteration 13Q (18959.070000 sec): 3 clusters
  Score: Raw -81747.300253 + Penalty 2168.410707 = -79578.889546
  nChanged 1
		SP:Iteration 14Q (18959.070000 sec): 3 clusters
  Score: Raw -81749.272363 + Penalty 2168.410707 = -79580.861655
  nChanged 2
		SP:Iteration 15Q (18959.070000 sec): 3 clusters
  Score: Raw -81753.600060 + Penalty 2168.410707 = -79585.189352
  nChanged 1
		SP:Iteration 16Q (18959.070000 sec): 3 clusters
  Score: Raw -81754.654651 + Penalty 2168.410707 = -79586.243943
  nChanged 1
		SP:Iteration 17Q (18959.070000 sec): 3 clusters
  Score: Raw -81756.734454 + Penalty 2168.410707 = -79588.323747
  nChanged 0
		SP:Iteration 18F (18959.070000 sec): 3 clusters
  Score: Raw -81756.734454 + Penalty 2168.410707 = -79588.323747
  nChanged 0
Memory request: 0.00 GB would take us to total of 13.94 GB.

 Trying to split cluster 88 (129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18959.080000 sec): 2 clusters
  Score: Raw -13519.787566 + Penalty 789.719516 = -12730.068051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18959.080000 sec): 3 clusters
  Score: Raw -13681.285565 + Penalty 1579.439031 = -12101.846533
  nChanged 9
		SP:Iteration 1F (18959.080000 sec): 3 clusters
  Score: Raw -13736.757529 + Penalty 1579.439031 = -12157.318497
  nChanged 3
		SP:Iteration 2Q (18959.080000 sec): 3 clusters
  Score: Raw -13764.172426 + Penalty 1579.439031 = -12184.733394
  nChanged 2
		SP:Iteration 3Q (18959.080000 sec): 3 clusters
  Score: Raw -13772.221255 + Penalty 1579.439031 = -12192.782224
  nChanged 0
		SP:Iteration 4F (18959.080000 sec): 3 clusters
  Score: Raw -13772.221255 + Penalty 1579.439031 = -12192.782224
  nChanged 0
------ Evaluating fit on full set of 4659843 points ------
  Score: Raw -521673787.943607 + Penalty 219569.240098 = -521454218.703509
Time taken for this iteration:9658.480000 seconds.
 21->89 Clusters: Score -521454218.703509, best is -522140623.179755

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 75116 (time per iteration =256.923824 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1900208810304.000000 (time per metric unit =10.156300ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 45605011447296.000000 (time per metric unit=423.179150ps)

That took 19299.090000 seconds.
